warning: commands will be executed using /bin/sh
job 748 at Sun Sep  1 03:40:00 2013
FileBase	/isis4/andresg/Gatsby/gatsby140_08152013_reo/gatsby140_08152013_reo
ElecNo	13
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
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 2755323 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 918441 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48766 members 
Mstep: Class 2 contains 48288 members 
Mstep: Class 3 contains 48428 members 
Mstep: Class 4 contains 48068 members 
Mstep: Class 5 contains 48305 members 
Mstep: Class 6 contains 48187 members 
Mstep: Class 7 contains 48332 members 
Mstep: Class 8 contains 48374 members 
Mstep: Class 9 contains 48047 members 
Mstep: Class 10 contains 48273 members 
Mstep: Class 11 contains 48743 members 
Mstep: Class 12 contains 47985 members 
Mstep: Class 13 contains 48417 members 
Mstep: Class 14 contains 48555 members 
Mstep: Class 15 contains 48384 members 
Mstep: Class 16 contains 48613 members 
Mstep: Class 17 contains 48208 members 
Mstep: Class 18 contains 48034 members 
Mstep: Class 19 contains 48434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104820936.000000 Penalty: 42392.710938
Iteration 0F: 20 clusters Score -1.048209e+08 nChanged 870155
Entering Unmasked Mstep 
Mstep: Class 0 contains 1882 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 331446 members 
Mstep: Class 3 contains 1204 members 
Mstep: Class 4 contains 5929 members 
Mstep: Class 5 contains 7250 members 
Mstep: Class 6 contains 144749 members 
Mstep: Class 7 contains 13375 members 
Mstep: Class 8 contains 169114 members 
Mstep: Class 9 contains 32744 members 
Mstep: Class 10 contains 43043 members 
Mstep: Class 11 contains 4595 members 
Mstep: Class 12 contains 3636 members 
Mstep: Class 13 contains 73238 members 
Mstep: Class 14 contains 27469 members 
Mstep: Class 15 contains 9786 members 
Mstep: Class 16 contains 9279 members 
Mstep: Class 17 contains 4499 members 
Mstep: Class 18 contains 19851 members 
Mstep: Class 19 contains 7985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109976696.000000 Penalty: 42392.710938
Iteration 1F: 20 clusters Score -1.099767e+08 nChanged 318606
Entering Unmasked Mstep 
Mstep: Class 0 contains 1394 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 248900 members 
Mstep: Class 3 contains 1905 members 
Mstep: Class 4 contains 7411 members 
Mstep: Class 5 contains 8562 members 
Mstep: Class 6 contains 169383 members 
Mstep: Class 7 contains 8535 members 
Mstep: Class 8 contains 225902 members 
Mstep: Class 9 contains 29287 members 
Mstep: Class 10 contains 42715 members 
Mstep: Class 11 contains 2572 members 
Mstep: Class 12 contains 4674 members 
Mstep: Class 13 contains 79911 members 
Mstep: Class 14 contains 25590 members 
Mstep: Class 15 contains 18445 members 
Mstep: Class 16 contains 7203 members 
Mstep: Class 17 contains 3756 members 
Mstep: Class 18 contains 23327 members 
Mstep: Class 19 contains 4645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110523400.000000 Penalty: 42392.710938
Iteration 2F: 20 clusters Score -1.105234e+08 nChanged 244189
Entering Unmasked Mstep 
Mstep: Class 0 contains 1020 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 238171 members 
Mstep: Class 3 contains 1940 members 
Mstep: Class 4 contains 13156 members 
Mstep: Class 5 contains 6383 members 
Mstep: Class 6 contains 167622 members 
Mstep: Class 7 contains 7884 members 
Mstep: Class 8 contains 158724 members 
Mstep: Class 9 contains 32039 members 
Mstep: Class 10 contains 60472 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 3993 members 
Mstep: Class 13 contains 110336 members 
Mstep: Class 14 contains 29489 members 
Mstep: Class 15 contains 36665 members 
Mstep: Class 16 contains 7988 members 
Mstep: Class 17 contains 6171 members 
Mstep: Class 18 contains 27078 members 
Mstep: Class 19 contains 3737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110884104.000000 Penalty: 42392.710938
Iteration 3F: 20 clusters Score -1.108841e+08 nChanged 194676
Entering Unmasked Mstep 
Mstep: Class 0 contains 830 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 201773 members 
Mstep: Class 3 contains 1931 members 
Mstep: Class 4 contains 18452 members 
Mstep: Class 5 contains 4240 members 
Mstep: Class 6 contains 133358 members 
Mstep: Class 7 contains 8100 members 
Mstep: Class 8 contains 127005 members 
Mstep: Class 9 contains 35861 members 
Mstep: Class 10 contains 89590 members 
Mstep: Class 11 contains 2099 members 
Mstep: Class 12 contains 3592 members 
Mstep: Class 13 contains 153130 members 
Mstep: Class 14 contains 32717 members 
Mstep: Class 15 contains 55034 members 
Mstep: Class 16 contains 8779 members 
Mstep: Class 17 contains 7412 members 
Mstep: Class 18 contains 28974 members 
Mstep: Class 19 contains 3400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2015.222778 but Gain 2231.195312
Score: -111108288.000000 Penalty: 40161.515625
Iteration 4F: 19 clusters Score -1.111083e+08 nChanged 162055
Entering Unmasked Mstep 
Mstep: Class 0 contains 732 members 
Mstep: Class 2 contains 184130 members 
Mstep: Class 3 contains 1841 members 
Mstep: Class 4 contains 21691 members 
Mstep: Class 5 contains 3789 members 
Mstep: Class 6 contains 104537 members 
Mstep: Class 7 contains 8869 members 
Mstep: Class 8 contains 98689 members 
Mstep: Class 9 contains 39055 members 
Mstep: Class 10 contains 119314 members 
Mstep: Class 11 contains 2026 members 
Mstep: Class 12 contains 3366 members 
Mstep: Class 13 contains 175240 members 
Mstep: Class 14 contains 35405 members 
Mstep: Class 15 contains 69891 members 
Mstep: Class 16 contains 8976 members 
Mstep: Class 17 contains 7912 members 
Mstep: Class 18 contains 29581 members 
Mstep: Class 19 contains 3397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111199584.000000 Penalty: 40161.515625
Iteration 5F: 19 clusters Score -1.111996e+08 nChanged 124172
Entering Unmasked Mstep 
Mstep: Class 0 contains 657 members 
Mstep: Class 2 contains 180718 members 
Mstep: Class 3 contains 1753 members 
Mstep: Class 4 contains 23169 members 
Mstep: Class 5 contains 4259 members 
Mstep: Class 6 contains 90728 members 
Mstep: Class 7 contains 9792 members 
Mstep: Class 8 contains 82677 members 
Mstep: Class 9 contains 42141 members 
Mstep: Class 10 contains 145106 members 
Mstep: Class 11 contains 2119 members 
Mstep: Class 12 contains 3243 members 
Mstep: Class 13 contains 163928 members 
Mstep: Class 14 contains 37335 members 
Mstep: Class 15 contains 80879 members 
Mstep: Class 16 contains 8820 members 
Mstep: Class 17 contains 8155 members 
Mstep: Class 18 contains 29363 members 
Mstep: Class 19 contains 3599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238768.000000 Penalty: 40161.515625
Iteration 6F: 19 clusters Score -1.112388e+08 nChanged 98760
Entering Unmasked Mstep 
Mstep: Class 0 contains 586 members 
Mstep: Class 2 contains 179848 members 
Mstep: Class 3 contains 1597 members 
Mstep: Class 4 contains 23489 members 
Mstep: Class 5 contains 4947 members 
Mstep: Class 6 contains 84761 members 
Mstep: Class 7 contains 10626 members 
Mstep: Class 8 contains 73341 members 
Mstep: Class 9 contains 46960 members 
Mstep: Class 10 contains 155000 members 
Mstep: Class 11 contains 2323 members 
Mstep: Class 12 contains 3230 members 
Mstep: Class 13 contains 152649 members 
Mstep: Class 14 contains 39439 members 
Mstep: Class 15 contains 89545 members 
Mstep: Class 16 contains 8657 members 
Mstep: Class 17 contains 8274 members 
Mstep: Class 18 contains 29208 members 
Mstep: Class 19 contains 3961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111282424.000000 Penalty: 40161.515625
Iteration 7F: 19 clusters Score -1.112824e+08 nChanged 80139
Entering Unmasked Mstep 
Mstep: Class 0 contains 522 members 
Mstep: Class 2 contains 178912 members 
Mstep: Class 3 contains 1534 members 
Mstep: Class 4 contains 23310 members 
Mstep: Class 5 contains 5606 members 
Mstep: Class 6 contains 81620 members 
Mstep: Class 7 contains 11411 members 
Mstep: Class 8 contains 69690 members 
Mstep: Class 9 contains 52791 members 
Mstep: Class 10 contains 152659 members 
Mstep: Class 11 contains 2673 members 
Mstep: Class 12 contains 3121 members 
Mstep: Class 13 contains 146386 members 
Mstep: Class 14 contains 41516 members 
Mstep: Class 15 contains 96507 members 
Mstep: Class 16 contains 8434 members 
Mstep: Class 17 contains 8364 members 
Mstep: Class 18 contains 29152 members 
Mstep: Class 19 contains 4233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111328280.000000 Penalty: 40161.515625
Iteration 8F: 19 clusters Score -1.113283e+08 nChanged 71035
Entering Unmasked Mstep 
Mstep: Class 0 contains 476 members 
Mstep: Class 2 contains 176446 members 
Mstep: Class 3 contains 1482 members 
Mstep: Class 4 contains 22787 members 
Mstep: Class 5 contains 6285 members 
Mstep: Class 6 contains 79655 members 
Mstep: Class 7 contains 12193 members 
Mstep: Class 8 contains 70854 members 
Mstep: Class 9 contains 58889 members 
Mstep: Class 10 contains 147035 members 
Mstep: Class 11 contains 2986 members 
Mstep: Class 12 contains 3004 members 
Mstep: Class 13 contains 141275 members 
Mstep: Class 14 contains 42840 members 
Mstep: Class 15 contains 102148 members 
Mstep: Class 16 contains 8243 members 
Mstep: Class 17 contains 8365 members 
Mstep: Class 18 contains 28979 members 
Mstep: Class 19 contains 4499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111374296.000000 Penalty: 40161.515625
Iteration 9F: 19 clusters Score -1.113743e+08 nChanged 65851
Entering Unmasked Mstep 
Mstep: Class 0 contains 452 members 
Mstep: Class 2 contains 172896 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 22014 members 
Mstep: Class 5 contains 7066 members 
Mstep: Class 6 contains 77789 members 
Mstep: Class 7 contains 12929 members 
Mstep: Class 8 contains 76242 members 
Mstep: Class 9 contains 64826 members 
Mstep: Class 10 contains 140392 members 
Mstep: Class 11 contains 3299 members 
Mstep: Class 12 contains 2881 members 
Mstep: Class 13 contains 136283 members 
Mstep: Class 14 contains 43447 members 
Mstep: Class 15 contains 106637 members 
Mstep: Class 16 contains 8105 members 
Mstep: Class 17 contains 8316 members 
Mstep: Class 18 contains 28641 members 
Mstep: Class 19 contains 4807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111415424.000000 Penalty: 40161.515625
Iteration 10F: 19 clusters Score -1.114154e+08 nChanged 60229
Entering Unmasked Mstep 
Mstep: Class 0 contains 431 members 
Mstep: Class 2 contains 168784 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 21080 members 
Mstep: Class 5 contains 7916 members 
Mstep: Class 6 contains 76033 members 
Mstep: Class 7 contains 13606 members 
Mstep: Class 8 contains 84848 members 
Mstep: Class 9 contains 70306 members 
Mstep: Class 10 contains 133345 members 
Mstep: Class 11 contains 3570 members 
Mstep: Class 12 contains 2825 members 
Mstep: Class 13 contains 131299 members 
Mstep: Class 14 contains 43396 members 
Mstep: Class 15 contains 110118 members 
Mstep: Class 16 contains 8031 members 
Mstep: Class 17 contains 8276 members 
Mstep: Class 18 contains 28048 members 
Mstep: Class 19 contains 5168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111450432.000000 Penalty: 40161.515625
Iteration 11F: 19 clusters Score -1.114504e+08 nChanged 53241
Entering Unmasked Mstep 
Mstep: Class 0 contains 418 members 
Mstep: Class 2 contains 164036 members 
Mstep: Class 3 contains 1328 members 
Mstep: Class 4 contains 19959 members 
Mstep: Class 5 contains 8865 members 
Mstep: Class 6 contains 74652 members 
Mstep: Class 7 contains 14145 members 
Mstep: Class 8 contains 94382 members 
Mstep: Class 9 contains 75346 members 
Mstep: Class 10 contains 126731 members 
Mstep: Class 11 contains 3843 members 
Mstep: Class 12 contains 2764 members 
Mstep: Class 13 contains 126946 members 
Mstep: Class 14 contains 42836 members 
Mstep: Class 15 contains 112779 members 
Mstep: Class 16 contains 8034 members 
Mstep: Class 17 contains 8248 members 
Mstep: Class 18 contains 27392 members 
Mstep: Class 19 contains 5737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111478352.000000 Penalty: 40161.515625
Iteration 12F: 19 clusters Score -1.114784e+08 nChanged 46912
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 2 contains 158923 members 
Mstep: Class 3 contains 1320 members 
Mstep: Class 4 contains 18652 members 
Mstep: Class 5 contains 9879 members 
Mstep: Class 6 contains 73833 members 
Mstep: Class 7 contains 14638 members 
Mstep: Class 8 contains 104397 members 
Mstep: Class 9 contains 80050 members 
Mstep: Class 10 contains 120277 members 
Mstep: Class 11 contains 4023 members 
Mstep: Class 12 contains 2733 members 
Mstep: Class 13 contains 122338 members 
Mstep: Class 14 contains 41927 members 
Mstep: Class 15 contains 115371 members 
Mstep: Class 16 contains 8048 members 
Mstep: Class 17 contains 8255 members 
Mstep: Class 18 contains 26732 members 
Mstep: Class 19 contains 6638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111508312.000000 Penalty: 40161.515625
Iteration 13F: 19 clusters Score -1.115083e+08 nChanged 49603
Entering Unmasked Mstep 
Mstep: Class 0 contains 401 members 
Mstep: Class 2 contains 152960 members 
Mstep: Class 3 contains 1312 members 
Mstep: Class 4 contains 17209 members 
Mstep: Class 5 contains 10950 members 
Mstep: Class 6 contains 73820 members 
Mstep: Class 7 contains 15208 members 
Mstep: Class 8 contains 118954 members 
Mstep: Class 9 contains 84704 members 
Mstep: Class 10 contains 110267 members 
Mstep: Class 11 contains 4249 members 
Mstep: Class 12 contains 2708 members 
Mstep: Class 13 contains 116458 members 
Mstep: Class 14 contains 40982 members 
Mstep: Class 15 contains 118174 members 
Mstep: Class 16 contains 8124 members 
Mstep: Class 17 contains 8239 members 
Mstep: Class 18 contains 26000 members 
Mstep: Class 19 contains 7722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111528800.000000 Penalty: 40161.515625
Iteration 14F: 19 clusters Score -1.115288e+08 nChanged 50188
Entering Unmasked Mstep 
Mstep: Class 0 contains 391 members 
Mstep: Class 2 contains 147174 members 
Mstep: Class 3 contains 1320 members 
Mstep: Class 4 contains 15765 members 
Mstep: Class 5 contains 12057 members 
Mstep: Class 6 contains 74254 members 
Mstep: Class 7 contains 15738 members 
Mstep: Class 8 contains 130849 members 
Mstep: Class 9 contains 89591 members 
Mstep: Class 10 contains 100357 members 
Mstep: Class 11 contains 4424 members 
Mstep: Class 12 contains 2693 members 
Mstep: Class 13 contains 112261 members 
Mstep: Class 14 contains 39912 members 
Mstep: Class 15 contains 121062 members 
Mstep: Class 16 contains 8181 members 
Mstep: Class 17 contains 8250 members 
Mstep: Class 18 contains 25291 members 
Mstep: Class 19 contains 8871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111541472.000000 Penalty: 40161.515625
Iteration 15F: 19 clusters Score -1.115415e+08 nChanged 43706
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 2 contains 142209 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 14453 members 
Mstep: Class 5 contains 13188 members 
Mstep: Class 6 contains 74304 members 
Mstep: Class 7 contains 16103 members 
Mstep: Class 8 contains 132858 members 
Mstep: Class 9 contains 94602 members 
Mstep: Class 10 contains 96682 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 2685 members 
Mstep: Class 13 contains 111533 members 
Mstep: Class 14 contains 38621 members 
Mstep: Class 15 contains 124028 members 
Mstep: Class 16 contains 8223 members 
Mstep: Class 17 contains 8256 members 
Mstep: Class 18 contains 24561 members 
Mstep: Class 19 contains 9827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111556040.000000 Penalty: 40161.515625
Iteration 16Q: 19 clusters Score -1.11556e+08 nChanged 35788
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 2 contains 137863 members 
Mstep: Class 3 contains 1333 members 
Mstep: Class 4 contains 13325 members 
Mstep: Class 5 contains 14360 members 
Mstep: Class 6 contains 73643 members 
Mstep: Class 7 contains 16383 members 
Mstep: Class 8 contains 129849 members 
Mstep: Class 9 contains 99532 members 
Mstep: Class 10 contains 96565 members 
Mstep: Class 11 contains 4738 members 
Mstep: Class 12 contains 2686 members 
Mstep: Class 13 contains 112456 members 
Mstep: Class 14 contains 37204 members 
Mstep: Class 15 contains 127081 members 
Mstep: Class 16 contains 8288 members 
Mstep: Class 17 contains 8294 members 
Mstep: Class 18 contains 23785 members 
Mstep: Class 19 contains 10673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111569896.000000 Penalty: 40161.515625
Iteration 17Q: 19 clusters Score -1.115699e+08 nChanged 31414
Entering Unmasked Mstep 
Mstep: Class 0 contains 381 members 
Mstep: Class 2 contains 133547 members 
Mstep: Class 3 contains 1337 members 
Mstep: Class 4 contains 12411 members 
Mstep: Class 5 contains 15492 members 
Mstep: Class 6 contains 72211 members 
Mstep: Class 7 contains 16635 members 
Mstep: Class 8 contains 126432 members 
Mstep: Class 9 contains 104887 members 
Mstep: Class 10 contains 97089 members 
Mstep: Class 11 contains 4808 members 
Mstep: Class 12 contains 2687 members 
Mstep: Class 13 contains 112988 members 
Mstep: Class 14 contains 35885 members 
Mstep: Class 15 contains 130474 members 
Mstep: Class 16 contains 8330 members 
Mstep: Class 17 contains 8353 members 
Mstep: Class 18 contains 23016 members 
Mstep: Class 19 contains 11478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111580224.000000 Penalty: 40161.515625
Iteration 18Q: 19 clusters Score -1.115802e+08 nChanged 28364
Entering Unmasked Mstep 
Mstep: Class 0 contains 380 members 
Mstep: Class 2 contains 129438 members 
Mstep: Class 3 contains 1340 members 
Mstep: Class 4 contains 11747 members 
Mstep: Class 5 contains 16658 members 
Mstep: Class 6 contains 70504 members 
Mstep: Class 7 contains 16935 members 
Mstep: Class 8 contains 123793 members 
Mstep: Class 9 contains 109959 members 
Mstep: Class 10 contains 97625 members 
Mstep: Class 11 contains 4898 members 
Mstep: Class 12 contains 2678 members 
Mstep: Class 13 contains 112650 members 
Mstep: Class 14 contains 34713 members 
Mstep: Class 15 contains 134068 members 
Mstep: Class 16 contains 8311 members 
Mstep: Class 17 contains 8362 members 
Mstep: Class 18 contains 22293 members 
Mstep: Class 19 contains 12089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111586368.000000 Penalty: 40161.515625
Iteration 19Q: 19 clusters Score -1.115864e+08 nChanged 26773
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 2 contains 125729 members 
Mstep: Class 3 contains 1341 members 
Mstep: Class 4 contains 11248 members 
Mstep: Class 5 contains 17962 members 
Mstep: Class 6 contains 68707 members 
Mstep: Class 7 contains 17222 members 
Mstep: Class 8 contains 121757 members 
Mstep: Class 9 contains 113996 members 
Mstep: Class 10 contains 98389 members 
Mstep: Class 11 contains 5028 members 
Mstep: Class 12 contains 2673 members 
Mstep: Class 13 contains 111752 members 
Mstep: Class 14 contains 33646 members 
Mstep: Class 15 contains 137668 members 
Mstep: Class 16 contains 8291 members 
Mstep: Class 17 contains 8371 members 
Mstep: Class 18 contains 21720 members 
Mstep: Class 19 contains 12562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111591720.000000 Penalty: 40161.515625
Iteration 20F: 19 clusters Score -1.115917e+08 nChanged 24831
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 2 contains 122604 members 
Mstep: Class 3 contains 1339 members 
Mstep: Class 4 contains 10886 members 
Mstep: Class 5 contains 19295 members 
Mstep: Class 6 contains 66970 members 
Mstep: Class 7 contains 17451 members 
Mstep: Class 8 contains 120048 members 
Mstep: Class 9 contains 116603 members 
Mstep: Class 10 contains 99365 members 
Mstep: Class 11 contains 5226 members 
Mstep: Class 12 contains 2665 members 
Mstep: Class 13 contains 110789 members 
Mstep: Class 14 contains 32646 members 
Mstep: Class 15 contains 141295 members 
Mstep: Class 16 contains 8286 members 
Mstep: Class 17 contains 8399 members 
Mstep: Class 18 contains 21283 members 
Mstep: Class 19 contains 12913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111597656.000000 Penalty: 40161.515625
Iteration 21Q: 19 clusters Score -1.115977e+08 nChanged 23273
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 2 contains 119978 members 
Mstep: Class 3 contains 1331 members 
Mstep: Class 4 contains 10584 members 
Mstep: Class 5 contains 20741 members 
Mstep: Class 6 contains 65487 members 
Mstep: Class 7 contains 17662 members 
Mstep: Class 8 contains 118650 members 
Mstep: Class 9 contains 117856 members 
Mstep: Class 10 contains 100479 members 
Mstep: Class 11 contains 5459 members 
Mstep: Class 12 contains 2662 members 
Mstep: Class 13 contains 109821 members 
Mstep: Class 14 contains 31802 members 
Mstep: Class 15 contains 144711 members 
Mstep: Class 16 contains 8312 members 
Mstep: Class 17 contains 8427 members 
Mstep: Class 18 contains 20922 members 
Mstep: Class 19 contains 13179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111602144.000000 Penalty: 40161.515625
Iteration 22Q: 19 clusters Score -1.116021e+08 nChanged 22195
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 2 contains 117787 members 
Mstep: Class 3 contains 1334 members 
Mstep: Class 4 contains 10351 members 
Mstep: Class 5 contains 22205 members 
Mstep: Class 6 contains 64403 members 
Mstep: Class 7 contains 17853 members 
Mstep: Class 8 contains 117461 members 
Mstep: Class 9 contains 118185 members 
Mstep: Class 10 contains 101586 members 
Mstep: Class 11 contains 5679 members 
Mstep: Class 12 contains 2662 members 
Mstep: Class 13 contains 108942 members 
Mstep: Class 14 contains 31121 members 
Mstep: Class 15 contains 147663 members 
Mstep: Class 16 contains 8361 members 
Mstep: Class 17 contains 8465 members 
Mstep: Class 18 contains 20600 members 
Mstep: Class 19 contains 13405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111606680.000000 Penalty: 40161.515625
Iteration 23Q: 19 clusters Score -1.116067e+08 nChanged 20813
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 2 contains 115824 members 
Mstep: Class 3 contains 1340 members 
Mstep: Class 4 contains 10146 members 
Mstep: Class 5 contains 23694 members 
Mstep: Class 6 contains 63473 members 
Mstep: Class 7 contains 18101 members 
Mstep: Class 8 contains 116482 members 
Mstep: Class 9 contains 118127 members 
Mstep: Class 10 contains 102498 members 
Mstep: Class 11 contains 5855 members 
Mstep: Class 12 contains 2673 members 
Mstep: Class 13 contains 108318 members 
Mstep: Class 14 contains 30598 members 
Mstep: Class 15 contains 150151 members 
Mstep: Class 16 contains 8423 members 
Mstep: Class 17 contains 8486 members 
Mstep: Class 18 contains 20299 members 
Mstep: Class 19 contains 13575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111610288.000000 Penalty: 40161.515625
Iteration 24Q: 19 clusters Score -1.116103e+08 nChanged 19748
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 2 contains 114308 members 
Mstep: Class 3 contains 1347 members 
Mstep: Class 4 contains 9959 members 
Mstep: Class 5 contains 25235 members 
Mstep: Class 6 contains 62583 members 
Mstep: Class 7 contains 18347 members 
Mstep: Class 8 contains 115729 members 
Mstep: Class 9 contains 117979 members 
Mstep: Class 10 contains 103081 members 
Mstep: Class 11 contains 5990 members 
Mstep: Class 12 contains 2678 members 
Mstep: Class 13 contains 107900 members 
Mstep: Class 14 contains 30319 members 
Mstep: Class 15 contains 151905 members 
Mstep: Class 16 contains 8497 members 
Mstep: Class 17 contains 8504 members 
Mstep: Class 18 contains 19999 members 
Mstep: Class 19 contains 13703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111613864.000000 Penalty: 40161.515625
Iteration 25Q: 19 clusters Score -1.116139e+08 nChanged 18483
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 2 contains 113189 members 
Mstep: Class 3 contains 1354 members 
Mstep: Class 4 contains 9743 members 
Mstep: Class 5 contains 26796 members 
Mstep: Class 6 contains 61654 members 
Mstep: Class 7 contains 18627 members 
Mstep: Class 8 contains 115219 members 
Mstep: Class 9 contains 117831 members 
Mstep: Class 10 contains 103536 members 
Mstep: Class 11 contains 6097 members 
Mstep: Class 12 contains 2681 members 
Mstep: Class 13 contains 107701 members 
Mstep: Class 14 contains 30159 members 
Mstep: Class 15 contains 152834 members 
Mstep: Class 16 contains 8590 members 
Mstep: Class 17 contains 8524 members 
Mstep: Class 18 contains 19694 members 
Mstep: Class 19 contains 13834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111615744.000000 Penalty: 40161.515625
Iteration 26Q: 19 clusters Score -1.116157e+08 nChanged 17173
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 2 contains 112547 members 
Mstep: Class 3 contains 1358 members 
Mstep: Class 4 contains 9519 members 
Mstep: Class 5 contains 28369 members 
Mstep: Class 6 contains 60400 members 
Mstep: Class 7 contains 18882 members 
Mstep: Class 8 contains 114903 members 
Mstep: Class 9 contains 117694 members 
Mstep: Class 10 contains 103895 members 
Mstep: Class 11 contains 6245 members 
Mstep: Class 12 contains 2684 members 
Mstep: Class 13 contains 107696 members 
Mstep: Class 14 contains 30167 members 
Mstep: Class 15 contains 153114 members 
Mstep: Class 16 contains 8718 members 
Mstep: Class 17 contains 8530 members 
Mstep: Class 18 contains 19349 members 
Mstep: Class 19 contains 13993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111617904.000000 Penalty: 40161.515625
Iteration 27Q: 19 clusters Score -1.116179e+08 nChanged 15817
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 2 contains 112325 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 9308 members 
Mstep: Class 5 contains 29866 members 
Mstep: Class 6 contains 58910 members 
Mstep: Class 7 contains 19114 members 
Mstep: Class 8 contains 114760 members 
Mstep: Class 9 contains 117747 members 
Mstep: Class 10 contains 104151 members 
Mstep: Class 11 contains 6383 members 
Mstep: Class 12 contains 2683 members 
Mstep: Class 13 contains 107704 members 
Mstep: Class 14 contains 30288 members 
Mstep: Class 15 contains 152822 members 
Mstep: Class 16 contains 8884 members 
Mstep: Class 17 contains 8522 members 
Mstep: Class 18 contains 19047 members 
Mstep: Class 19 contains 14185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111618160.000000 Penalty: 40161.515625
Iteration 28Q: 19 clusters Score -1.116182e+08 nChanged 14812
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 2 contains 112499 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 9145 members 
Mstep: Class 5 contains 31263 members 
Mstep: Class 6 contains 57363 members 
Mstep: Class 7 contains 19264 members 
Mstep: Class 8 contains 114681 members 
Mstep: Class 9 contains 117893 members 
Mstep: Class 10 contains 104311 members 
Mstep: Class 11 contains 6511 members 
Mstep: Class 12 contains 2681 members 
Mstep: Class 13 contains 107857 members 
Mstep: Class 14 contains 30488 members 
Mstep: Class 15 contains 152116 members 
Mstep: Class 16 contains 9015 members 
Mstep: Class 17 contains 8513 members 
Mstep: Class 18 contains 18768 members 
Mstep: Class 19 contains 14322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111618840.000000 Penalty: 40161.515625
Iteration 29Q: 19 clusters Score -1.116188e+08 nChanged 13482
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 2 contains 112720 members 
Mstep: Class 3 contains 1381 members 
Mstep: Class 4 contains 8958 members 
Mstep: Class 5 contains 32578 members 
Mstep: Class 6 contains 55862 members 
Mstep: Class 7 contains 19339 members 
Mstep: Class 8 contains 114673 members 
Mstep: Class 9 contains 118140 members 
Mstep: Class 10 contains 104406 members 
Mstep: Class 11 contains 6683 members 
Mstep: Class 12 contains 2679 members 
Mstep: Class 13 contains 108247 members 
Mstep: Class 14 contains 30758 members 
Mstep: Class 15 contains 151030 members 
Mstep: Class 16 contains 9072 members 
Mstep: Class 17 contains 8514 members 
Mstep: Class 18 contains 18567 members 
Mstep: Class 19 contains 14456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111618512.000000 Penalty: 40161.515625
Iteration 30Q: 19 clusters Score -1.116185e+08 nChanged 12394
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 2 contains 113030 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 8778 members 
Mstep: Class 5 contains 33756 members 
Mstep: Class 6 contains 54433 members 
Mstep: Class 7 contains 19333 members 
Mstep: Class 8 contains 114714 members 
Mstep: Class 9 contains 118423 members 
Mstep: Class 10 contains 104471 members 
Mstep: Class 11 contains 6875 members 
Mstep: Class 12 contains 2689 members 
Mstep: Class 13 contains 108642 members 
Mstep: Class 14 contains 31107 members 
Mstep: Class 15 contains 149716 members 
Mstep: Class 16 contains 9134 members 
Mstep: Class 17 contains 8520 members 
Mstep: Class 18 contains 18428 members 
Mstep: Class 19 contains 14625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111619176.000000 Penalty: 40161.515625
Iteration 31Q: 19 clusters Score -1.116192e+08 nChanged 11290
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 2 contains 113420 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 8668 members 
Mstep: Class 5 contains 34835 members 
Mstep: Class 6 contains 53017 members 
Mstep: Class 7 contains 19274 members 
Mstep: Class 8 contains 114806 members 
Mstep: Class 9 contains 118712 members 
Mstep: Class 10 contains 104588 members 
Mstep: Class 11 contains 7068 members 
Mstep: Class 12 contains 2696 members 
Mstep: Class 13 contains 109023 members 
Mstep: Class 14 contains 31537 members 
Mstep: Class 15 contains 148255 members 
Mstep: Class 16 contains 9160 members 
Mstep: Class 17 contains 8507 members 
Mstep: Class 18 contains 18338 members 
Mstep: Class 19 contains 14765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111618256.000000 Penalty: 40161.515625
Iteration 32Q: 19 clusters Score -1.116183e+08 nChanged 10340
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 2 contains 113848 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 8591 members 
Mstep: Class 5 contains 35824 members 
Mstep: Class 6 contains 51700 members 
Mstep: Class 7 contains 19173 members 
Mstep: Class 8 contains 114876 members 
Mstep: Class 9 contains 119060 members 
Mstep: Class 10 contains 104749 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 2699 members 
Mstep: Class 13 contains 109321 members 
Mstep: Class 14 contains 32021 members 
Mstep: Class 15 contains 146741 members 
Mstep: Class 16 contains 9182 members 
Mstep: Class 17 contains 8496 members 
Mstep: Class 18 contains 18263 members 
Mstep: Class 19 contains 14861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111618536.000000 Penalty: 40161.515625
Iteration 33Q: 19 clusters Score -1.116185e+08 nChanged 9657
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 2 contains 114401 members 
Mstep: Class 3 contains 1400 members 
Mstep: Class 4 contains 8533 members 
Mstep: Class 5 contains 36751 members 
Mstep: Class 6 contains 50407 members 
Mstep: Class 7 contains 19054 members 
Mstep: Class 8 contains 114982 members 
Mstep: Class 9 contains 119238 members 
Mstep: Class 10 contains 104911 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 2692 members 
Mstep: Class 13 contains 109622 members 
Mstep: Class 14 contains 32574 members 
Mstep: Class 15 contains 145256 members 
Mstep: Class 16 contains 9169 members 
Mstep: Class 17 contains 8497 members 
Mstep: Class 18 contains 18199 members 
Mstep: Class 19 contains 14934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111619128.000000 Penalty: 40161.515625
Iteration 34Q: 19 clusters Score -1.116191e+08 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 2 contains 115006 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 4 contains 8501 members 
Mstep: Class 5 contains 37630 members 
Mstep: Class 6 contains 49087 members 
Mstep: Class 7 contains 18887 members 
Mstep: Class 8 contains 115150 members 
Mstep: Class 9 contains 119438 members 
Mstep: Class 10 contains 104962 members 
Mstep: Class 11 contains 7645 members 
Mstep: Class 12 contains 2693 members 
Mstep: Class 13 contains 109938 members 
Mstep: Class 14 contains 33213 members 
Mstep: Class 15 contains 143763 members 
Mstep: Class 16 contains 9162 members 
Mstep: Class 17 contains 8480 members 
Mstep: Class 18 contains 18114 members 
Mstep: Class 19 contains 14988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111619000.000000 Penalty: 40161.515625
Iteration 35Q: 19 clusters Score -1.11619e+08 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 2 contains 115595 members 
Mstep: Class 3 contains 1408 members 
Mstep: Class 4 contains 8486 members 
Mstep: Class 5 contains 38560 members 
Mstep: Class 6 contains 47791 members 
Mstep: Class 7 contains 18716 members 
Mstep: Class 8 contains 115327 members 
Mstep: Class 9 contains 119551 members 
Mstep: Class 10 contains 105077 members 
Mstep: Class 11 contains 7869 members 
Mstep: Class 12 contains 2695 members 
Mstep: Class 13 contains 110227 members 
Mstep: Class 14 contains 33845 members 
Mstep: Class 15 contains 142247 members 
Mstep: Class 16 contains 9171 members 
Mstep: Class 17 contains 8487 members 
Mstep: Class 18 contains 17982 members 
Mstep: Class 19 contains 15029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111619288.000000 Penalty: 40161.515625
Iteration 36Q: 19 clusters Score -1.116193e+08 nChanged 8351
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 2 contains 116099 members 
Mstep: Class 3 contains 1410 members 
Mstep: Class 4 contains 8475 members 
Mstep: Class 5 contains 39514 members 
Mstep: Class 6 contains 46448 members 
Mstep: Class 7 contains 18484 members 
Mstep: Class 8 contains 115537 members 
Mstep: Class 9 contains 119647 members 
Mstep: Class 10 contains 105209 members 
Mstep: Class 11 contains 8099 members 
Mstep: Class 12 contains 2703 members 
Mstep: Class 13 contains 110527 members 
Mstep: Class 14 contains 34508 members 
Mstep: Class 15 contains 140855 members 
Mstep: Class 16 contains 9155 members 
Mstep: Class 17 contains 8508 members 
Mstep: Class 18 contains 17809 members 
Mstep: Class 19 contains 15076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111619864.000000 Penalty: 40161.515625
Iteration 37Q: 19 clusters Score -1.116199e+08 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 2 contains 116637 members 
Mstep: Class 3 contains 1417 members 
Mstep: Class 4 contains 8471 members 
Mstep: Class 5 contains 40461 members 
Mstep: Class 6 contains 45010 members 
Mstep: Class 7 contains 18277 members 
Mstep: Class 8 contains 115728 members 
Mstep: Class 9 contains 119781 members 
Mstep: Class 10 contains 105296 members 
Mstep: Class 11 contains 8352 members 
Mstep: Class 12 contains 2706 members 
Mstep: Class 13 contains 110855 members 
Mstep: Class 14 contains 35143 members 
Mstep: Class 15 contains 139570 members 
Mstep: Class 16 contains 9111 members 
Mstep: Class 17 contains 8541 members 
Mstep: Class 18 contains 17612 members 
Mstep: Class 19 contains 15095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111620512.000000 Penalty: 40161.515625
Iteration 38Q: 19 clusters Score -1.116205e+08 nChanged 7505
Entering ConstructFrom: 
Score: -111620512.000000 Penalty: 40161.515625
Entering ConstructFrom: 
Trying to split cluster 2 (117024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117024 members 
Entering Unmasked Estep 
Score: -14648475.000000 Penalty: 1896.396851
	Iteration 0F: 2 clusters Score -1.464848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58471 members 
Mstep: Class 2 contains 58553 members 
Entering Unmasked Estep 
Score: -14580206.000000 Penalty: 3792.793701
	Iteration 0F: 3 clusters Score -1.458021e+07 nChanged 56139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57802 members 
Mstep: Class 2 contains 59222 members 
Entering Unmasked Estep 
Score: -14612903.000000 Penalty: 3792.793701
	Iteration 1F: 3 clusters Score -1.46129e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57004 members 
Mstep: Class 2 contains 60020 members 
Entering Unmasked Estep 
Score: -14614257.000000 Penalty: 3792.793701
	Iteration 2Q: 3 clusters Score -1.461426e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55818 members 
Mstep: Class 2 contains 61206 members 
Entering Unmasked Estep 
Score: -14616591.000000 Penalty: 3792.793701
	Iteration 3Q: 3 clusters Score -1.461659e+07 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53954 members 
Mstep: Class 2 contains 63070 members 
Entering Unmasked Estep 
Score: -14620714.000000 Penalty: 3792.793701
	Iteration 4F: 3 clusters Score -1.462071e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51116 members 
Mstep: Class 2 contains 65908 members 
Entering Unmasked Estep 
Score: -14626938.000000 Penalty: 3792.793701
	Iteration 5F: 3 clusters Score -1.462694e+07 nChanged 9520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 69174 members 
Entering Unmasked Estep 
Score: -14634330.000000 Penalty: 3792.793701
	Iteration 6F: 3 clusters Score -1.463433e+07 nChanged 8867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 71823 members 
Entering Unmasked Estep 
Score: -14641148.000000 Penalty: 3792.793701
	Iteration 7F: 3 clusters Score -1.464115e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 73287 members 
Entering Unmasked Estep 
Score: -14644761.000000 Penalty: 3792.793701
	Iteration 8F: 3 clusters Score -1.464476e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 73983 members 
Entering Unmasked Estep 
Score: -14645871.000000 Penalty: 3792.793701
	Iteration 9Q: 3 clusters Score -1.464587e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 74417 members 
Entering Unmasked Estep 
Score: -14646292.000000 Penalty: 3792.793701
	Iteration 10Q: 3 clusters Score -1.464629e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 74700 members 
Entering Unmasked Estep 
Score: -14646562.000000 Penalty: 3792.793701
	Iteration 11Q: 3 clusters Score -1.464656e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 74948 members 
Entering Unmasked Estep 
Score: -14646857.000000 Penalty: 3792.793701
	Iteration 12Q: 3 clusters Score -1.464686e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 75147 members 
Entering Unmasked Estep 
Score: -14647098.000000 Penalty: 3792.793701
	Iteration 13Q: 3 clusters Score -1.46471e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 75331 members 
Entering Unmasked Estep 
Score: -14647324.000000 Penalty: 3792.793701
	Iteration 14Q: 3 clusters Score -1.464732e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 75509 members 
Entering Unmasked Estep 
Score: -14647496.000000 Penalty: 3792.793701
	Iteration 15Q: 3 clusters Score -1.46475e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 75644 members 
Entering Unmasked Estep 
Score: -14647548.000000 Penalty: 3792.793701
	Iteration 16Q: 3 clusters Score -1.464755e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 75757 members 
Entering Unmasked Estep 
Score: -14647622.000000 Penalty: 3792.793701
	Iteration 17Q: 3 clusters Score -1.464762e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 75848 members 
Entering Unmasked Estep 
Score: -14647674.000000 Penalty: 3792.793701
	Iteration 18Q: 3 clusters Score -1.464767e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 75944 members 
Entering Unmasked Estep 
Score: -14647714.000000 Penalty: 3792.793701
	Iteration 19Q: 3 clusters Score -1.464771e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 76028 members 
Entering Unmasked Estep 
Score: -14647734.000000 Penalty: 3792.793701
	Iteration 20F: 3 clusters Score -1.464773e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 76078 members 
Entering Unmasked Estep 
Score: -14647794.000000 Penalty: 3792.793701
	Iteration 21Q: 3 clusters Score -1.464779e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 76121 members 
Entering Unmasked Estep 
Score: -14647811.000000 Penalty: 3792.793701
	Iteration 22Q: 3 clusters Score -1.464781e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 76173 members 
Entering Unmasked Estep 
Score: -14647858.000000 Penalty: 3792.793701
	Iteration 23Q: 3 clusters Score -1.464786e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 76196 members 
Entering Unmasked Estep 
Score: -14647892.000000 Penalty: 3792.793701
	Iteration 24Q: 3 clusters Score -1.464789e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 76191 members 
Entering Unmasked Estep 
Score: -14647929.000000 Penalty: 3792.793701
	Iteration 25Q: 3 clusters Score -1.464793e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 76191 members 
Entering Unmasked Estep 
Score: -14647952.000000 Penalty: 3792.793701
	Iteration 26Q: 3 clusters Score -1.464795e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 76154 members 
Entering Unmasked Estep 
Score: -14648000.000000 Penalty: 3792.793701
	Iteration 27Q: 3 clusters Score -1.4648e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 76128 members 
Entering Unmasked Estep 
Score: -14647988.000000 Penalty: 3792.793701
	Iteration 28Q: 3 clusters Score -1.464799e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 76101 members 
Entering Unmasked Estep 
Score: -14648019.000000 Penalty: 3792.793701
	Iteration 29Q: 3 clusters Score -1.464802e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 76039 members 
Entering Unmasked Estep 
Score: -14647979.000000 Penalty: 3792.793701
	Iteration 30Q: 3 clusters Score -1.464798e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 75982 members 
Entering Unmasked Estep 
Score: -14647980.000000 Penalty: 3792.793701
	Iteration 31Q: 3 clusters Score -1.464798e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 75920 members 
Entering Unmasked Estep 
Score: -14647986.000000 Penalty: 3792.793701
	Iteration 32Q: 3 clusters Score -1.464799e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 75865 members 
Entering Unmasked Estep 
Score: -14648014.000000 Penalty: 3792.793701
	Iteration 33Q: 3 clusters Score -1.464801e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 75811 members 
Entering Unmasked Estep 
Score: -14648018.000000 Penalty: 3792.793701
	Iteration 34Q: 3 clusters Score -1.464802e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 75754 members 
Entering Unmasked Estep 
Score: -14648009.000000 Penalty: 3792.793701
	Iteration 35Q: 3 clusters Score -1.464801e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 75709 members 
Entering Unmasked Estep 
Score: -14648049.000000 Penalty: 3792.793701
	Iteration 36Q: 3 clusters Score -1.464805e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 75670 members 
Entering Unmasked Estep 
Score: -14648041.000000 Penalty: 3792.793701
	Iteration 37Q: 3 clusters Score -1.464804e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 75634 members 
Entering Unmasked Estep 
Score: -14648047.000000 Penalty: 3792.793701
	Iteration 38Q: 3 clusters Score -1.464805e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 75587 members 
Entering Unmasked Estep 
Score: -14648019.000000 Penalty: 3792.793701
	Iteration 39Q: 3 clusters Score -1.464802e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 75549 members 
Entering Unmasked Estep 
Score: -14648037.000000 Penalty: 3792.793701
	Iteration 40F: 3 clusters Score -1.464804e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 75508 members 
Entering Unmasked Estep 
Score: -14648027.000000 Penalty: 3792.793701
	Iteration 41Q: 3 clusters Score -1.464803e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 75458 members 
Entering Unmasked Estep 
Score: -14648043.000000 Penalty: 3792.793701
	Iteration 42Q: 3 clusters Score -1.464804e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 75402 members 
Entering Unmasked Estep 
Score: -14648027.000000 Penalty: 3792.793701
	Iteration 43Q: 3 clusters Score -1.464803e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 75347 members 
Entering Unmasked Estep 
Score: -14648032.000000 Penalty: 3792.793701
	Iteration 44Q: 3 clusters Score -1.464803e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 75299 members 
Entering Unmasked Estep 
Score: -14648036.000000 Penalty: 3792.793701
	Iteration 45Q: 3 clusters Score -1.464804e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 75250 members 
Entering Unmasked Estep 
Score: -14648038.000000 Penalty: 3792.793701
	Iteration 46Q: 3 clusters Score -1.464804e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 75201 members 
Entering Unmasked Estep 
Score: -14648017.000000 Penalty: 3792.793701
	Iteration 47Q: 3 clusters Score -1.464802e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 75139 members 
Entering Unmasked Estep 
Score: -14648025.000000 Penalty: 3792.793701
	Iteration 48Q: 3 clusters Score -1.464802e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 75095 members 
Entering Unmasked Estep 
Score: -14648030.000000 Penalty: 3792.793701
	Iteration 49Q: 3 clusters Score -1.464803e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 75052 members 
Entering Unmasked Estep 
Score: -14648043.000000 Penalty: 3792.793701
	Iteration 50Q: 3 clusters Score -1.464804e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 74998 members 
Entering Unmasked Estep 
Score: -14648050.000000 Penalty: 3792.793701
	Iteration 51Q: 3 clusters Score -1.464805e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 74939 members 
Entering Unmasked Estep 
Score: -14648036.000000 Penalty: 3792.793701
	Iteration 52Q: 3 clusters Score -1.464804e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 74883 members 
Entering Unmasked Estep 
Score: -14648038.000000 Penalty: 3792.793701
	Iteration 53Q: 3 clusters Score -1.464804e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 74822 members 
Entering Unmasked Estep 
Score: -14648032.000000 Penalty: 3792.793701
	Iteration 54Q: 3 clusters Score -1.464803e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 74754 members 
Entering Unmasked Estep 
Score: -14648028.000000 Penalty: 3792.793701
	Iteration 55Q: 3 clusters Score -1.464803e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 74689 members 
Entering Unmasked Estep 
Score: -14648042.000000 Penalty: 3792.793701
	Iteration 56Q: 3 clusters Score -1.464804e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 74649 members 
Entering Unmasked Estep 
Score: -14648039.000000 Penalty: 3792.793701
	Iteration 57Q: 3 clusters Score -1.464804e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 74600 members 
Entering Unmasked Estep 
Score: -14648047.000000 Penalty: 3792.793701
	Iteration 58Q: 3 clusters Score -1.464805e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 74561 members 
Entering Unmasked Estep 
Score: -14648034.000000 Penalty: 3792.793701
	Iteration 59Q: 3 clusters Score -1.464803e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 74518 members 
Entering Unmasked Estep 
Score: -14648044.000000 Penalty: 3792.793701
	Iteration 60F: 3 clusters Score -1.464804e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 74466 members 
Entering Unmasked Estep 
Score: -14648050.000000 Penalty: 3792.793701
	Iteration 61Q: 3 clusters Score -1.464805e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 74425 members 
Entering Unmasked Estep 
Score: -14648060.000000 Penalty: 3792.793701
	Iteration 62Q: 3 clusters Score -1.464806e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 74390 members 
Entering Unmasked Estep 
Score: -14648035.000000 Penalty: 3792.793701
	Iteration 63Q: 3 clusters Score -1.464804e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 74367 members 
Entering Unmasked Estep 
Score: -14648036.000000 Penalty: 3792.793701
	Iteration 64Q: 3 clusters Score -1.464804e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 74340 members 
Entering Unmasked Estep 
Score: -14648038.000000 Penalty: 3792.793701
	Iteration 65Q: 3 clusters Score -1.464804e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 74309 members 
Entering Unmasked Estep 
Score: -14648028.000000 Penalty: 3792.793701
	Iteration 66Q: 3 clusters Score -1.464803e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 74267 members 
Entering Unmasked Estep 
Score: -14648013.000000 Penalty: 3792.793701
	Iteration 67Q: 3 clusters Score -1.464801e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 74231 members 
Entering Unmasked Estep 
Score: -14647999.000000 Penalty: 3792.793701
	Iteration 68Q: 3 clusters Score -1.4648e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 74195 members 
Entering Unmasked Estep 
Score: -14648005.000000 Penalty: 3792.793701
	Iteration 69Q: 3 clusters Score -1.4648e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 74157 members 
Entering Unmasked Estep 
Score: -14648018.000000 Penalty: 3792.793701
	Iteration 70Q: 3 clusters Score -1.464802e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 74119 members 
Entering Unmasked Estep 
Score: -14648027.000000 Penalty: 3792.793701
	Iteration 71Q: 3 clusters Score -1.464803e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 74090 members 
Entering Unmasked Estep 
Score: -14648016.000000 Penalty: 3792.793701
	Iteration 72Q: 3 clusters Score -1.464802e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 74065 members 
Entering Unmasked Estep 
Score: -14648010.000000 Penalty: 3792.793701
	Iteration 73Q: 3 clusters Score -1.464801e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 74036 members 
Entering Unmasked Estep 
Score: -14647996.000000 Penalty: 3792.793701
	Iteration 74Q: 3 clusters Score -1.4648e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 74005 members 
Entering Unmasked Estep 
Score: -14648002.000000 Penalty: 3792.793701
	Iteration 75Q: 3 clusters Score -1.4648e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 73979 members 
Entering Unmasked Estep 
Score: -14647993.000000 Penalty: 3792.793701
	Iteration 76Q: 3 clusters Score -1.464799e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 73945 members 
Entering Unmasked Estep 
Score: -14647969.000000 Penalty: 3792.793701
	Iteration 77Q: 3 clusters Score -1.464797e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 73900 members 
Entering Unmasked Estep 
Score: -14647971.000000 Penalty: 3792.793701
	Iteration 78Q: 3 clusters Score -1.464797e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 73850 members 
Entering Unmasked Estep 
Score: -14647979.000000 Penalty: 3792.793701
	Iteration 79Q: 3 clusters Score -1.464798e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 73801 members 
Entering Unmasked Estep 
Score: -14647970.000000 Penalty: 3792.793701
	Iteration 80F: 3 clusters Score -1.464797e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 73755 members 
Entering Unmasked Estep 
Score: -14647968.000000 Penalty: 3792.793701
	Iteration 81Q: 3 clusters Score -1.464797e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 73707 members 
Entering Unmasked Estep 
Score: -14647979.000000 Penalty: 3792.793701
	Iteration 82Q: 3 clusters Score -1.464798e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 73665 members 
Entering Unmasked Estep 
Score: -14647987.000000 Penalty: 3792.793701
	Iteration 83Q: 3 clusters Score -1.464799e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 73622 members 
Entering Unmasked Estep 
Score: -14647975.000000 Penalty: 3792.793701
	Iteration 84Q: 3 clusters Score -1.464798e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 73587 members 
Entering Unmasked Estep 
Score: -14647960.000000 Penalty: 3792.793701
	Iteration 85Q: 3 clusters Score -1.464796e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 73559 members 
Entering Unmasked Estep 
Score: -14647958.000000 Penalty: 3792.793701
	Iteration 86Q: 3 clusters Score -1.464796e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 73538 members 
Entering Unmasked Estep 
Score: -14647955.000000 Penalty: 3792.793701
	Iteration 87Q: 3 clusters Score -1.464796e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43510 members 
Mstep: Class 2 contains 73514 members 
Entering Unmasked Estep 
Score: -14647941.000000 Penalty: 3792.793701
	Iteration 88Q: 3 clusters Score -1.464794e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 73493 members 
Entering Unmasked Estep 
Score: -14647943.000000 Penalty: 3792.793701
	Iteration 89Q: 3 clusters Score -1.464794e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 73460 members 
Entering Unmasked Estep 
Score: -14647923.000000 Penalty: 3792.793701
	Iteration 90Q: 3 clusters Score -1.464792e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 73425 members 
Entering Unmasked Estep 
Score: -14647922.000000 Penalty: 3792.793701
	Iteration 91Q: 3 clusters Score -1.464792e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 73387 members 
Entering Unmasked Estep 
Score: -14647935.000000 Penalty: 3792.793701
	Iteration 92Q: 3 clusters Score -1.464794e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 73346 members 
Entering Unmasked Estep 
Score: -14647935.000000 Penalty: 3792.793701
	Iteration 93Q: 3 clusters Score -1.464794e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43713 members 
Mstep: Class 2 contains 73311 members 
Entering Unmasked Estep 
Score: -14647937.000000 Penalty: 3792.793701
	Iteration 94Q: 3 clusters Score -1.464794e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43749 members 
Mstep: Class 2 contains 73275 members 
Entering Unmasked Estep 
Score: -14647929.000000 Penalty: 3792.793701
	Iteration 95Q: 3 clusters Score -1.464793e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 73246 members 
Entering Unmasked Estep 
Score: -14647938.000000 Penalty: 3792.793701
	Iteration 96Q: 3 clusters Score -1.464794e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 73228 members 
Entering Unmasked Estep 
Score: -14647923.000000 Penalty: 3792.793701
	Iteration 97Q: 3 clusters Score -1.464792e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 73207 members 
Entering Unmasked Estep 
Score: -14647924.000000 Penalty: 3792.793701
	Iteration 98Q: 3 clusters Score -1.464792e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 73187 members 
Entering Unmasked Estep 
Score: -14647936.000000 Penalty: 3792.793701
	Iteration 99Q: 3 clusters Score -1.464794e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 73160 members 
Entering Unmasked Estep 
Score: -14647917.000000 Penalty: 3792.793701
	Iteration 100F: 3 clusters Score -1.464792e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 73133 members 
Entering Unmasked Estep 
Score: -14647913.000000 Penalty: 3792.793701
	Iteration 101Q: 3 clusters Score -1.464791e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 73102 members 
Entering Unmasked Estep 
Score: -14647895.000000 Penalty: 3792.793701
	Iteration 102Q: 3 clusters Score -1.46479e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 73071 members 
Entering Unmasked Estep 
Score: -14647883.000000 Penalty: 3792.793701
	Iteration 103Q: 3 clusters Score -1.464788e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 73047 members 
Entering Unmasked Estep 
Score: -14647868.000000 Penalty: 3792.793701
	Iteration 104Q: 3 clusters Score -1.464787e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44002 members 
Mstep: Class 2 contains 73022 members 
Entering Unmasked Estep 
Score: -14647882.000000 Penalty: 3792.793701
	Iteration 105Q: 3 clusters Score -1.464788e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 72997 members 
Entering Unmasked Estep 
Score: -14647868.000000 Penalty: 3792.793701
	Iteration 106Q: 3 clusters Score -1.464787e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 72972 members 
Entering Unmasked Estep 
Score: -14647863.000000 Penalty: 3792.793701
	Iteration 107Q: 3 clusters Score -1.464786e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 72944 members 
Entering Unmasked Estep 
Score: -14647881.000000 Penalty: 3792.793701
	Iteration 108Q: 3 clusters Score -1.464788e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 72919 members 
Entering Unmasked Estep 
Score: -14647877.000000 Penalty: 3792.793701
	Iteration 109Q: 3 clusters Score -1.464788e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 72893 members 
Entering Unmasked Estep 
Score: -14647859.000000 Penalty: 3792.793701
	Iteration 110Q: 3 clusters Score -1.464786e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 72859 members 
Entering Unmasked Estep 
Score: -14647843.000000 Penalty: 3792.793701
	Iteration 111Q: 3 clusters Score -1.464784e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44195 members 
Mstep: Class 2 contains 72829 members 
Entering Unmasked Estep 
Score: -14647815.000000 Penalty: 3792.793701
	Iteration 112Q: 3 clusters Score -1.464782e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44236 members 
Mstep: Class 2 contains 72788 members 
Entering Unmasked Estep 
Score: -14647837.000000 Penalty: 3792.793701
	Iteration 113Q: 3 clusters Score -1.464784e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 72755 members 
Entering Unmasked Estep 
Score: -14647826.000000 Penalty: 3792.793701
	Iteration 114Q: 3 clusters Score -1.464783e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 72729 members 
Entering Unmasked Estep 
Score: -14647821.000000 Penalty: 3792.793701
	Iteration 115Q: 3 clusters Score -1.464782e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 72705 members 
Entering Unmasked Estep 
Score: -14647837.000000 Penalty: 3792.793701
	Iteration 116Q: 3 clusters Score -1.464784e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 72683 members 
Entering Unmasked Estep 
Score: -14647816.000000 Penalty: 3792.793701
	Iteration 117Q: 3 clusters Score -1.464782e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 72655 members 
Entering Unmasked Estep 
Score: -14647803.000000 Penalty: 3792.793701
	Iteration 118Q: 3 clusters Score -1.46478e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 72629 members 
Entering Unmasked Estep 
Score: -14647813.000000 Penalty: 3792.793701
	Iteration 119Q: 3 clusters Score -1.464781e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 72609 members 
Entering Unmasked Estep 
Score: -14647804.000000 Penalty: 3792.793701
	Iteration 120F: 3 clusters Score -1.46478e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 72583 members 
Entering Unmasked Estep 
Score: -14647805.000000 Penalty: 3792.793701
	Iteration 121Q: 3 clusters Score -1.46478e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 72562 members 
Entering Unmasked Estep 
Score: -14647798.000000 Penalty: 3792.793701
	Iteration 122Q: 3 clusters Score -1.46478e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44477 members 
Mstep: Class 2 contains 72547 members 
Entering Unmasked Estep 
Score: -14647808.000000 Penalty: 3792.793701
	Iteration 123Q: 3 clusters Score -1.464781e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 72530 members 
Entering Unmasked Estep 
Score: -14647811.000000 Penalty: 3792.793701
	Iteration 124Q: 3 clusters Score -1.464781e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 72517 members 
Entering Unmasked Estep 
Score: -14647798.000000 Penalty: 3792.793701
	Iteration 125Q: 3 clusters Score -1.46478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 72506 members 
Entering Unmasked Estep 
Score: -14647798.000000 Penalty: 3792.793701
	Iteration 126Q: 3 clusters Score -1.46478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 72501 members 
Entering Unmasked Estep 
Score: -14647804.000000 Penalty: 3792.793701
	Iteration 127Q: 3 clusters Score -1.46478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 72497 members 
Entering Unmasked Estep 
Score: -14647797.000000 Penalty: 3792.793701
	Iteration 128Q: 3 clusters Score -1.46478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 72495 members 
Entering Unmasked Estep 
Score: -14647790.000000 Penalty: 3792.793701
	Iteration 129Q: 3 clusters Score -1.464779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 72492 members 
Entering Unmasked Estep 
Score: -14647777.000000 Penalty: 3792.793701
	Iteration 130Q: 3 clusters Score -1.464778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 72488 members 
Entering Unmasked Estep 
Score: -14647786.000000 Penalty: 3792.793701
	Iteration 131Q: 3 clusters Score -1.464779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 72486 members 
Entering Unmasked Estep 
Score: -14647792.000000 Penalty: 3792.793701
	Iteration 132Q: 3 clusters Score -1.464779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 72483 members 
Entering Unmasked Estep 
Score: -14647796.000000 Penalty: 3792.793701
	Iteration 133Q: 3 clusters Score -1.46478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 72479 members 
Entering Unmasked Estep 
Score: -14647795.000000 Penalty: 3792.793701
	Iteration 134Q: 3 clusters Score -1.46478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 72474 members 
Entering Unmasked Estep 
Score: -14647780.000000 Penalty: 3792.793701
	Iteration 135Q: 3 clusters Score -1.464778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 72469 members 
Entering Unmasked Estep 
Score: -14647777.000000 Penalty: 3792.793701
	Iteration 136Q: 3 clusters Score -1.464778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 72465 members 
Entering Unmasked Estep 
Score: -14647773.000000 Penalty: 3792.793701
	Iteration 137Q: 3 clusters Score -1.464777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 72462 members 
Entering Unmasked Estep 
Score: -14647776.000000 Penalty: 3792.793701
	Iteration 138Q: 3 clusters Score -1.464778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44565 members 
Mstep: Class 2 contains 72459 members 
Entering Unmasked Estep 
Score: -14647776.000000 Penalty: 3792.793701
	Iteration 139Q: 3 clusters Score -1.464778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 72451 members 
Entering Unmasked Estep 
Score: -14647776.000000 Penalty: 3792.793701
	Iteration 140F: 3 clusters Score -1.464778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 72445 members 
Entering Unmasked Estep 
Score: -14647773.000000 Penalty: 3792.793701
	Iteration 141Q: 3 clusters Score -1.464777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 72441 members 
Entering Unmasked Estep 
Score: -14647770.000000 Penalty: 3792.793701
	Iteration 142Q: 3 clusters Score -1.464777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 72439 members 
Entering Unmasked Estep 
Score: -14647775.000000 Penalty: 3792.793701
	Iteration 143Q: 3 clusters Score -1.464778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 72436 members 
Entering Unmasked Estep 
Score: -14647774.000000 Penalty: 3792.793701
	Iteration 144Q: 3 clusters Score -1.464777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 72433 members 
Entering Unmasked Estep 
Score: -14647769.000000 Penalty: 3792.793701
	Iteration 145Q: 3 clusters Score -1.464777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 72427 members 
Entering Unmasked Estep 
Score: -14647779.000000 Penalty: 3792.793701
	Iteration 146Q: 3 clusters Score -1.464778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 72423 members 
Entering Unmasked Estep 
Score: -14647777.000000 Penalty: 3792.793701
	Iteration 147Q: 3 clusters Score -1.464778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44605 members 
Mstep: Class 2 contains 72419 members 
Entering Unmasked Estep 
Score: -14647773.000000 Penalty: 3792.793701
	Iteration 148Q: 3 clusters Score -1.464777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 72417 members 
Entering Unmasked Estep 
Score: -14647779.000000 Penalty: 3792.793701
	Iteration 149Q: 3 clusters Score -1.464778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44613 members 
Mstep: Class 2 contains 72411 members 
Entering Unmasked Estep 
Score: -14647782.000000 Penalty: 3792.793701
	Iteration 150Q: 3 clusters Score -1.464778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 72403 members 
Entering Unmasked Estep 
Score: -14647779.000000 Penalty: 3792.793701
	Iteration 151Q: 3 clusters Score -1.464778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 72393 members 
Entering Unmasked Estep 
Score: -14647781.000000 Penalty: 3792.793701
	Iteration 152Q: 3 clusters Score -1.464778e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 72382 members 
Entering Unmasked Estep 
Score: -14647771.000000 Penalty: 3792.793701
	Iteration 153Q: 3 clusters Score -1.464777e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44654 members 
Mstep: Class 2 contains 72370 members 
Entering Unmasked Estep 
Score: -14647781.000000 Penalty: 3792.793701
	Iteration 154Q: 3 clusters Score -1.464778e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 72358 members 
Entering Unmasked Estep 
Score: -14647780.000000 Penalty: 3792.793701
	Iteration 155Q: 3 clusters Score -1.464778e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Mstep: Class 2 contains 72350 members 
Entering Unmasked Estep 
Score: -14647785.000000 Penalty: 3792.793701
	Iteration 156Q: 3 clusters Score -1.464778e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 72339 members 
Entering Unmasked Estep 
Score: -14647779.000000 Penalty: 3792.793701
	Iteration 157Q: 3 clusters Score -1.464778e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 72332 members 
Entering Unmasked Estep 
Score: -14647779.000000 Penalty: 3792.793701
	Iteration 158Q: 3 clusters Score -1.464778e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 72317 members 
Entering Unmasked Estep 
Score: -14647777.000000 Penalty: 3792.793701
	Iteration 159Q: 3 clusters Score -1.464778e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 72305 members 
Entering Unmasked Estep 
Score: -14647775.000000 Penalty: 3792.793701
	Iteration 160F: 3 clusters Score -1.464778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 72296 members 
Entering Unmasked Estep 
Score: -14647791.000000 Penalty: 3792.793701
	Iteration 161Q: 3 clusters Score -1.464779e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 72288 members 
Entering Unmasked Estep 
Score: -14647784.000000 Penalty: 3792.793701
	Iteration 162Q: 3 clusters Score -1.464778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 72284 members 
Entering Unmasked Estep 
Score: -14647796.000000 Penalty: 3792.793701
	Iteration 163Q: 3 clusters Score -1.46478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 72274 members 
Entering Unmasked Estep 
Score: -14647804.000000 Penalty: 3792.793701
	Iteration 164Q: 3 clusters Score -1.46478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 72268 members 
Entering Unmasked Estep 
Score: -14647808.000000 Penalty: 3792.793701
	Iteration 165Q: 3 clusters Score -1.464781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 72262 members 
Entering Unmasked Estep 
Score: -14647798.000000 Penalty: 3792.793701
	Iteration 166Q: 3 clusters Score -1.46478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 72255 members 
Entering Unmasked Estep 
Score: -14647812.000000 Penalty: 3792.793701
	Iteration 167Q: 3 clusters Score -1.464781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 72253 members 
Entering Unmasked Estep 
Score: -14647804.000000 Penalty: 3792.793701
	Iteration 168Q: 3 clusters Score -1.46478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 72249 members 
Entering Unmasked Estep 
Score: -14647809.000000 Penalty: 3792.793701
	Iteration 169Q: 3 clusters Score -1.464781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 72245 members 
Entering Unmasked Estep 
Score: -14647811.000000 Penalty: 3792.793701
	Iteration 170Q: 3 clusters Score -1.464781e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 72237 members 
Entering Unmasked Estep 
Score: -14647807.000000 Penalty: 3792.793701
	Iteration 171Q: 3 clusters Score -1.464781e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 72229 members 
Entering Unmasked Estep 
Score: -14647823.000000 Penalty: 3792.793701
	Iteration 172Q: 3 clusters Score -1.464782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 72222 members 
Entering Unmasked Estep 
Score: -14647819.000000 Penalty: 3792.793701
	Iteration 173Q: 3 clusters Score -1.464782e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 72211 members 
Entering Unmasked Estep 
Score: -14647809.000000 Penalty: 3792.793701
	Iteration 174Q: 3 clusters Score -1.464781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 72205 members 
Entering Unmasked Estep 
Score: -14647806.000000 Penalty: 3792.793701
	Iteration 175Q: 3 clusters Score -1.464781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 72201 members 
Entering Unmasked Estep 
Score: -14647795.000000 Penalty: 3792.793701
	Iteration 176Q: 3 clusters Score -1.46478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 72194 members 
Entering Unmasked Estep 
Score: -14647809.000000 Penalty: 3792.793701
	Iteration 177Q: 3 clusters Score -1.464781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 72188 members 
Entering Unmasked Estep 
Score: -14647801.000000 Penalty: 3792.793701
	Iteration 178Q: 3 clusters Score -1.46478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 72180 members 
Entering Unmasked Estep 
Score: -14647800.000000 Penalty: 3792.793701
	Iteration 179Q: 3 clusters Score -1.46478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 72175 members 
Entering Unmasked Estep 
Score: -14647794.000000 Penalty: 3792.793701
	Iteration 180F: 3 clusters Score -1.464779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 72171 members 
Entering Unmasked Estep 
Score: -14647792.000000 Penalty: 3792.793701
	Iteration 181Q: 3 clusters Score -1.464779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 72167 members 
Entering Unmasked Estep 
Score: -14647795.000000 Penalty: 3792.793701
	Iteration 182Q: 3 clusters Score -1.46478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 72164 members 
Entering Unmasked Estep 
Score: -14647782.000000 Penalty: 3792.793701
	Iteration 183Q: 3 clusters Score -1.464778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 72161 members 
Entering Unmasked Estep 
Score: -14647789.000000 Penalty: 3792.793701
	Iteration 184Q: 3 clusters Score -1.464779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 72155 members 
Entering Unmasked Estep 
Score: -14647793.000000 Penalty: 3792.793701
	Iteration 185Q: 3 clusters Score -1.464779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 72147 members 
Entering Unmasked Estep 
Score: -14647804.000000 Penalty: 3792.793701
	Iteration 186Q: 3 clusters Score -1.46478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 72141 members 
Entering Unmasked Estep 
Score: -14647802.000000 Penalty: 3792.793701
	Iteration 187Q: 3 clusters Score -1.46478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 72138 members 
Entering Unmasked Estep 
Score: -14647802.000000 Penalty: 3792.793701
	Iteration 188Q: 3 clusters Score -1.46478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 72136 members 
Entering Unmasked Estep 
Score: -14647795.000000 Penalty: 3792.793701
	Iteration 189Q: 3 clusters Score -1.46478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 72131 members 
Entering Unmasked Estep 
Score: -14647796.000000 Penalty: 3792.793701
	Iteration 190Q: 3 clusters Score -1.46478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 72128 members 
Entering Unmasked Estep 
Score: -14647794.000000 Penalty: 3792.793701
	Iteration 191Q: 3 clusters Score -1.464779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 72125 members 
Entering Unmasked Estep 
Score: -14647800.000000 Penalty: 3792.793701
	Iteration 192Q: 3 clusters Score -1.46478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 72122 members 
Entering Unmasked Estep 
Score: -14647793.000000 Penalty: 3792.793701
	Iteration 193Q: 3 clusters Score -1.464779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 72117 members 
Entering Unmasked Estep 
Score: -14647782.000000 Penalty: 3792.793701
	Iteration 194Q: 3 clusters Score -1.464778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 72114 members 
Entering Unmasked Estep 
Score: -14647781.000000 Penalty: 3792.793701
	Iteration 195Q: 3 clusters Score -1.464778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 72112 members 
Entering Unmasked Estep 
Score: -14647777.000000 Penalty: 3792.793701
	Iteration 196Q: 3 clusters Score -1.464778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 72111 members 
Entering Unmasked Estep 
Score: -14647782.000000 Penalty: 3792.793701
	Iteration 197Q: 3 clusters Score -1.464778e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 72111 members 
Entering Unmasked Estep 
Score: -14647782.000000 Penalty: 3792.793701
	Iteration 198F: 3 clusters Score -1.464778e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Entering Unmasked Estep 
Score: -93621.000000 Penalty: 1179.377441
	Iteration 0F: 2 clusters Score -93621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -92710.781250 Penalty: 2358.754883
	Iteration 0F: 3 clusters Score -92710.78 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -97017.921875 Penalty: 2358.754883
	Iteration 1F: 3 clusters Score -97017.92 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -99576.359375 Penalty: 2358.754883
	Iteration 2F: 3 clusters Score -99576.36 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -100777.562500 Penalty: 2358.754883
	Iteration 3F: 3 clusters Score -100777.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -101565.867188 Penalty: 2358.754883
	Iteration 4Q: 3 clusters Score -101565.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -101881.125000 Penalty: 2358.754883
	Iteration 5Q: 3 clusters Score -101881.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -102001.695312 Penalty: 2358.754883
	Iteration 6Q: 3 clusters Score -102001.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -102048.257812 Penalty: 2358.754883
	Iteration 7Q: 3 clusters Score -102048.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -102155.687500 Penalty: 2358.754883
	Iteration 8Q: 3 clusters Score -102155.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -102269.968750 Penalty: 2358.754883
	Iteration 9Q: 3 clusters Score -102270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -102318.015625 Penalty: 2358.754883
	Iteration 10Q: 3 clusters Score -102318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -102335.648438 Penalty: 2358.754883
	Iteration 11Q: 3 clusters Score -102335.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -102341.578125 Penalty: 2358.754883
	Iteration 12Q: 3 clusters Score -102341.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -102353.312500 Penalty: 2358.754883
	Iteration 13Q: 3 clusters Score -102353.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -102367.132812 Penalty: 2358.754883
	Iteration 14Q: 3 clusters Score -102367.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -102374.632812 Penalty: 2358.754883
	Iteration 15Q: 3 clusters Score -102374.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -102380.507812 Penalty: 2358.754883
	Iteration 16Q: 3 clusters Score -102380.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -102384.617188 Penalty: 2358.754883
	Iteration 17Q: 3 clusters Score -102384.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -102388.242188 Penalty: 2358.754883
	Iteration 18Q: 3 clusters Score -102388.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -102389.820312 Penalty: 2358.754883
	Iteration 19Q: 3 clusters Score -102389.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -102439.070312 Penalty: 2358.754883
	Iteration 20F: 3 clusters Score -102439.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -102598.242188 Penalty: 2358.754883
	Iteration 21Q: 3 clusters Score -102598.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -102668.343750 Penalty: 2358.754883
	Iteration 22Q: 3 clusters Score -102668.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -102681.984375 Penalty: 2358.754883
	Iteration 23Q: 3 clusters Score -102682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -102687.187500 Penalty: 2358.754883
	Iteration 24Q: 3 clusters Score -102687.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -102688.500000 Penalty: 2358.754883
	Iteration 25Q: 3 clusters Score -102688.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -102688.500000 Penalty: 2358.754883
	Iteration 26F: 3 clusters Score -102688.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 117024 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 8471 members 
Mstep: Class 5 contains 41354 members 
Mstep: Class 6 contains 43533 members 
Mstep: Class 7 contains 18050 members 
Mstep: Class 8 contains 115835 members 
Mstep: Class 9 contains 119920 members 
Mstep: Class 10 contains 105391 members 
Mstep: Class 11 contains 8628 members 
Mstep: Class 12 contains 2713 members 
Mstep: Class 13 contains 111198 members 
Mstep: Class 14 contains 35671 members 
Mstep: Class 15 contains 138669 members 
Mstep: Class 16 contains 9054 members 
Mstep: Class 17 contains 8564 members 
Mstep: Class 18 contains 17462 members 
Mstep: Class 19 contains 15107 members 
Entering Unmasked Estep 
Score: -111627736.000000 Penalty: 42392.710938
Splitting cluster 3 changes total score from -111620512.000000 to -111627736.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (8471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Entering Unmasked Estep 
Score: -1046955.500000 Penalty: 1469.715698
	Iteration 0F: 2 clusters Score -1046956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1040850.687500 Penalty: 2939.431396
	Iteration 0F: 3 clusters Score -1040851 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1043285.687500 Penalty: 2939.431396
	Iteration 1F: 3 clusters Score -1043286 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1044497.687500 Penalty: 2939.431396
	Iteration 2F: 3 clusters Score -1044498 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1045880.687500 Penalty: 2939.431396
	Iteration 3F: 3 clusters Score -1045881 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1046733.187500 Penalty: 2939.431396
	Iteration 4F: 3 clusters Score -1046733 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1047192.250000 Penalty: 2939.431396
	Iteration 5F: 3 clusters Score -1047192 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1047411.187500 Penalty: 2939.431396
	Iteration 6Q: 3 clusters Score -1047411 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1047549.937500 Penalty: 2939.431396
	Iteration 7Q: 3 clusters Score -1047550 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1047652.812500 Penalty: 2939.431396
	Iteration 8Q: 3 clusters Score -1047653 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1047721.687500 Penalty: 2939.431396
	Iteration 9Q: 3 clusters Score -1047722 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1047780.625000 Penalty: 2939.431396
	Iteration 10Q: 3 clusters Score -1047781 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1047831.125000 Penalty: 2939.431396
	Iteration 11Q: 3 clusters Score -1047831 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1047869.187500 Penalty: 2939.431396
	Iteration 12Q: 3 clusters Score -1047869 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1047905.062500 Penalty: 2939.431396
	Iteration 13Q: 3 clusters Score -1047905 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1047941.500000 Penalty: 2939.431396
	Iteration 14Q: 3 clusters Score -1047942 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1047985.750000 Penalty: 2939.431396
	Iteration 15Q: 3 clusters Score -1047986 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1048026.937500 Penalty: 2939.431396
	Iteration 16Q: 3 clusters Score -1048027 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1048068.125000 Penalty: 2939.431396
	Iteration 17Q: 3 clusters Score -1048068 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1048111.375000 Penalty: 2939.431396
	Iteration 18Q: 3 clusters Score -1048111 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1048124.562500 Penalty: 2939.431396
	Iteration 19Q: 3 clusters Score -1048125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1048134.812500 Penalty: 2939.431396
	Iteration 20F: 3 clusters Score -1048135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1048138.375000 Penalty: 2939.431396
	Iteration 21Q: 3 clusters Score -1048138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1048143.687500 Penalty: 2939.431396
	Iteration 22Q: 3 clusters Score -1048144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1048144.562500 Penalty: 2939.431396
	Iteration 23Q: 3 clusters Score -1048145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1048146.125000 Penalty: 2939.431396
	Iteration 24Q: 3 clusters Score -1048146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1048146.812500 Penalty: 2939.431396
	Iteration 25Q: 3 clusters Score -1048147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1048146.812500 Penalty: 2939.431396
	Iteration 26F: 3 clusters Score -1048147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 117024 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 5 contains 41354 members 
Mstep: Class 6 contains 43533 members 
Mstep: Class 7 contains 18050 members 
Mstep: Class 8 contains 115835 members 
Mstep: Class 9 contains 119920 members 
Mstep: Class 10 contains 105391 members 
Mstep: Class 11 contains 8628 members 
Mstep: Class 12 contains 2713 members 
Mstep: Class 13 contains 111198 members 
Mstep: Class 14 contains 35671 members 
Mstep: Class 15 contains 138669 members 
Mstep: Class 16 contains 9054 members 
Mstep: Class 17 contains 8564 members 
Mstep: Class 18 contains 17462 members 
Mstep: Class 19 contains 15107 members 
Mstep: Class 20 contains 6977 members 
Entering Unmasked Estep 
Score: -111628392.000000 Penalty: 44623.906250
Splitting cluster 4 changes total score from -111620512.000000 to -111628392.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 5 (41354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Entering Unmasked Estep 
Score: -4930042.000000 Penalty: 1727.362793
	Iteration 0F: 2 clusters Score -4930042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -4902556.500000 Penalty: 3454.725586
	Iteration 0F: 3 clusters Score -4902556 nChanged 19171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -4913629.500000 Penalty: 3454.725586
	Iteration 1F: 3 clusters Score -4913630 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -4914691.000000 Penalty: 3454.725586
	Iteration 2F: 3 clusters Score -4914691 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -4916155.000000 Penalty: 3454.725586
	Iteration 3F: 3 clusters Score -4916155 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -4917800.500000 Penalty: 3454.725586
	Iteration 4F: 3 clusters Score -4917800 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -4919663.500000 Penalty: 3454.725586
	Iteration 5F: 3 clusters Score -4919664 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -4921799.000000 Penalty: 3454.725586
	Iteration 6F: 3 clusters Score -4921799 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -4923960.000000 Penalty: 3454.725586
	Iteration 7F: 3 clusters Score -4923960 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -4926006.500000 Penalty: 3454.725586
	Iteration 8F: 3 clusters Score -4926006 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -4927861.000000 Penalty: 3454.725586
	Iteration 9F: 3 clusters Score -4927861 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -4929389.000000 Penalty: 3454.725586
	Iteration 10Q: 3 clusters Score -4929389 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -4930654.000000 Penalty: 3454.725586
	Iteration 11Q: 3 clusters Score -4930654 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -4931465.500000 Penalty: 3454.725586
	Iteration 12Q: 3 clusters Score -4931466 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -4931952.000000 Penalty: 3454.725586
	Iteration 13Q: 3 clusters Score -4931952 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -4932166.000000 Penalty: 3454.725586
	Iteration 14Q: 3 clusters Score -4932166 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -4932288.500000 Penalty: 3454.725586
	Iteration 15Q: 3 clusters Score -4932288 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4932328.500000 Penalty: 3454.725586
	Iteration 16Q: 3 clusters Score -4932328 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -4932350.500000 Penalty: 3454.725586
	Iteration 17Q: 3 clusters Score -4932350 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -4932368.000000 Penalty: 3454.725586
	Iteration 18Q: 3 clusters Score -4932368 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4932387.500000 Penalty: 3454.725586
	Iteration 19Q: 3 clusters Score -4932388 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4932393.000000 Penalty: 3454.725586
	Iteration 20F: 3 clusters Score -4932393 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4932403.000000 Penalty: 3454.725586
	Iteration 21Q: 3 clusters Score -4932403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4932411.500000 Penalty: 3454.725586
	Iteration 22Q: 3 clusters Score -4932412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4932413.500000 Penalty: 3454.725586
	Iteration 23Q: 3 clusters Score -4932414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4932413.000000 Penalty: 3454.725586
	Iteration 24Q: 3 clusters Score -4932413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4932412.500000 Penalty: 3454.725586
	Iteration 25Q: 3 clusters Score -4932412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4932415.000000 Penalty: 3454.725586
	Iteration 26Q: 3 clusters Score -4932415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4932419.000000 Penalty: 3454.725586
	Iteration 27Q: 3 clusters Score -4932419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4932423.500000 Penalty: 3454.725586
	Iteration 28Q: 3 clusters Score -4932424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4932423.000000 Penalty: 3454.725586
	Iteration 29Q: 3 clusters Score -4932423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4932425.500000 Penalty: 3454.725586
	Iteration 30Q: 3 clusters Score -4932426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4932421.500000 Penalty: 3454.725586
	Iteration 31Q: 3 clusters Score -4932422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4932421.500000 Penalty: 3454.725586
	Iteration 32Q: 3 clusters Score -4932422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4932421.500000 Penalty: 3454.725586
	Iteration 33Q: 3 clusters Score -4932422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4932420.000000 Penalty: 3454.725586
	Iteration 34Q: 3 clusters Score -4932420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4932420.000000 Penalty: 3454.725586
	Iteration 35F: 3 clusters Score -4932420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 117024 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 5 contains 39680 members 
Mstep: Class 6 contains 43533 members 
Mstep: Class 7 contains 18050 members 
Mstep: Class 8 contains 115835 members 
Mstep: Class 9 contains 119920 members 
Mstep: Class 10 contains 105391 members 
Mstep: Class 11 contains 8628 members 
Mstep: Class 12 contains 2713 members 
Mstep: Class 13 contains 111198 members 
Mstep: Class 14 contains 35671 members 
Mstep: Class 15 contains 138669 members 
Mstep: Class 16 contains 9054 members 
Mstep: Class 17 contains 8564 members 
Mstep: Class 18 contains 17462 members 
Mstep: Class 19 contains 15107 members 
Mstep: Class 20 contains 6977 members 
Mstep: Class 21 contains 1674 members 
Entering Unmasked Estep 
Score: -111629288.000000 Penalty: 46855.101562
Splitting cluster 5 changes total score from -111620512.000000 to -111629288.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (43533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43533 members 
Entering Unmasked Estep 
Score: -5349466.500000 Penalty: 1735.707031
	Iteration 0F: 2 clusters Score -5349466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -5320434.500000 Penalty: 3471.414062
	Iteration 0F: 3 clusters Score -5320434 nChanged 20316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -5332149.500000 Penalty: 3471.414062
	Iteration 1F: 3 clusters Score -5332150 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -5332819.000000 Penalty: 3471.414062
	Iteration 2Q: 3 clusters Score -5332819 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -5333747.000000 Penalty: 3471.414062
	Iteration 3Q: 3 clusters Score -5333747 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -5334890.000000 Penalty: 3471.414062
	Iteration 4F: 3 clusters Score -5334890 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -5336332.000000 Penalty: 3471.414062
	Iteration 5F: 3 clusters Score -5336332 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -5338108.500000 Penalty: 3471.414062
	Iteration 6F: 3 clusters Score -5338108 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -5340292.500000 Penalty: 3471.414062
	Iteration 7F: 3 clusters Score -5340292 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -5342426.000000 Penalty: 3471.414062
	Iteration 8F: 3 clusters Score -5342426 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -5344333.500000 Penalty: 3471.414062
	Iteration 9F: 3 clusters Score -5344334 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -5345624.000000 Penalty: 3471.414062
	Iteration 10Q: 3 clusters Score -5345624 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -5346411.000000 Penalty: 3471.414062
	Iteration 11Q: 3 clusters Score -5346411 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -5346949.000000 Penalty: 3471.414062
	Iteration 12Q: 3 clusters Score -5346949 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -5347366.500000 Penalty: 3471.414062
	Iteration 13Q: 3 clusters Score -5347366 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -5347694.500000 Penalty: 3471.414062
	Iteration 14Q: 3 clusters Score -5347694 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -5347957.000000 Penalty: 3471.414062
	Iteration 15Q: 3 clusters Score -5347957 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -5348186.500000 Penalty: 3471.414062
	Iteration 16Q: 3 clusters Score -5348186 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -5348339.000000 Penalty: 3471.414062
	Iteration 17Q: 3 clusters Score -5348339 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -5348423.500000 Penalty: 3471.414062
	Iteration 18Q: 3 clusters Score -5348424 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -5348497.500000 Penalty: 3471.414062
	Iteration 19Q: 3 clusters Score -5348498 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -5348568.500000 Penalty: 3471.414062
	Iteration 20F: 3 clusters Score -5348568 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -5348611.000000 Penalty: 3471.414062
	Iteration 21Q: 3 clusters Score -5348611 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -5348671.000000 Penalty: 3471.414062
	Iteration 22Q: 3 clusters Score -5348671 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -5348713.000000 Penalty: 3471.414062
	Iteration 23Q: 3 clusters Score -5348713 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -5348733.000000 Penalty: 3471.414062
	Iteration 24Q: 3 clusters Score -5348733 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -5348782.000000 Penalty: 3471.414062
	Iteration 25Q: 3 clusters Score -5348782 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -5348837.500000 Penalty: 3471.414062
	Iteration 26Q: 3 clusters Score -5348838 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -5348882.500000 Penalty: 3471.414062
	Iteration 27Q: 3 clusters Score -5348882 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -5348899.500000 Penalty: 3471.414062
	Iteration 28Q: 3 clusters Score -5348900 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -5348939.000000 Penalty: 3471.414062
	Iteration 29Q: 3 clusters Score -5348939 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -5348964.000000 Penalty: 3471.414062
	Iteration 30Q: 3 clusters Score -5348964 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -5348987.000000 Penalty: 3471.414062
	Iteration 31Q: 3 clusters Score -5348987 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -5349048.000000 Penalty: 3471.414062
	Iteration 32Q: 3 clusters Score -5349048 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -5349092.000000 Penalty: 3471.414062
	Iteration 33Q: 3 clusters Score -5349092 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -5349122.500000 Penalty: 3471.414062
	Iteration 34Q: 3 clusters Score -5349122 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -5349187.000000 Penalty: 3471.414062
	Iteration 35Q: 3 clusters Score -5349187 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -5349224.500000 Penalty: 3471.414062
	Iteration 36Q: 3 clusters Score -5349224 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -5349239.500000 Penalty: 3471.414062
	Iteration 37Q: 3 clusters Score -5349240 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -5349291.000000 Penalty: 3471.414062
	Iteration 38Q: 3 clusters Score -5349291 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -5349300.000000 Penalty: 3471.414062
	Iteration 39Q: 3 clusters Score -5349300 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -5349341.000000 Penalty: 3471.414062
	Iteration 40F: 3 clusters Score -5349341 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -5349353.500000 Penalty: 3471.414062
	Iteration 41Q: 3 clusters Score -5349354 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -5349362.500000 Penalty: 3471.414062
	Iteration 42Q: 3 clusters Score -5349362 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -5349365.000000 Penalty: 3471.414062
	Iteration 43Q: 3 clusters Score -5349365 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -5349381.000000 Penalty: 3471.414062
	Iteration 44Q: 3 clusters Score -5349381 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -5349391.500000 Penalty: 3471.414062
	Iteration 45Q: 3 clusters Score -5349392 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -5349413.500000 Penalty: 3471.414062
	Iteration 46Q: 3 clusters Score -5349414 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -5349430.000000 Penalty: 3471.414062
	Iteration 47Q: 3 clusters Score -5349430 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -5349429.500000 Penalty: 3471.414062
	Iteration 48Q: 3 clusters Score -5349430 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -5349441.000000 Penalty: 3471.414062
	Iteration 49Q: 3 clusters Score -5349441 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -5349461.500000 Penalty: 3471.414062
	Iteration 50Q: 3 clusters Score -5349462 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -5349489.000000 Penalty: 3471.414062
	Iteration 51Q: 3 clusters Score -5349489 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -5349484.000000 Penalty: 3471.414062
	Iteration 52Q: 3 clusters Score -5349484 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -5349491.500000 Penalty: 3471.414062
	Iteration 53Q: 3 clusters Score -5349492 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -5349501.500000 Penalty: 3471.414062
	Iteration 54Q: 3 clusters Score -5349502 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -5349505.500000 Penalty: 3471.414062
	Iteration 55Q: 3 clusters Score -5349506 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -5349510.000000 Penalty: 3471.414062
	Iteration 56Q: 3 clusters Score -5349510 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -5349520.500000 Penalty: 3471.414062
	Iteration 57Q: 3 clusters Score -5349520 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -5349537.000000 Penalty: 3471.414062
	Iteration 58Q: 3 clusters Score -5349537 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -5349541.000000 Penalty: 3471.414062
	Iteration 59Q: 3 clusters Score -5349541 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -5349546.500000 Penalty: 3471.414062
	Iteration 60F: 3 clusters Score -5349546 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -5349553.000000 Penalty: 3471.414062
	Iteration 61Q: 3 clusters Score -5349553 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -5349566.000000 Penalty: 3471.414062
	Iteration 62Q: 3 clusters Score -5349566 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -5349563.000000 Penalty: 3471.414062
	Iteration 63Q: 3 clusters Score -5349563 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -5349577.000000 Penalty: 3471.414062
	Iteration 64Q: 3 clusters Score -5349577 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -5349586.500000 Penalty: 3471.414062
	Iteration 65Q: 3 clusters Score -5349586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -5349578.000000 Penalty: 3471.414062
	Iteration 66Q: 3 clusters Score -5349578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -5349579.500000 Penalty: 3471.414062
	Iteration 67Q: 3 clusters Score -5349580 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -5349583.500000 Penalty: 3471.414062
	Iteration 68Q: 3 clusters Score -5349584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -5349583.000000 Penalty: 3471.414062
	Iteration 69Q: 3 clusters Score -5349583 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -5349582.500000 Penalty: 3471.414062
	Iteration 70Q: 3 clusters Score -5349582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -5349582.000000 Penalty: 3471.414062
	Iteration 71Q: 3 clusters Score -5349582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -5349591.000000 Penalty: 3471.414062
	Iteration 72Q: 3 clusters Score -5349591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -5349591.000000 Penalty: 3471.414062
	Iteration 73Q: 3 clusters Score -5349591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -5349603.000000 Penalty: 3471.414062
	Iteration 74Q: 3 clusters Score -5349603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -5349601.000000 Penalty: 3471.414062
	Iteration 75Q: 3 clusters Score -5349601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -5349601.000000 Penalty: 3471.414062
	Iteration 76Q: 3 clusters Score -5349601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -5349605.000000 Penalty: 3471.414062
	Iteration 77Q: 3 clusters Score -5349605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -5349613.500000 Penalty: 3471.414062
	Iteration 78Q: 3 clusters Score -5349614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -5349612.500000 Penalty: 3471.414062
	Iteration 79Q: 3 clusters Score -5349612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -5349610.000000 Penalty: 3471.414062
	Iteration 80F: 3 clusters Score -5349610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -5349606.500000 Penalty: 3471.414062
	Iteration 81Q: 3 clusters Score -5349606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -5349601.500000 Penalty: 3471.414062
	Iteration 82Q: 3 clusters Score -5349602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -5349605.000000 Penalty: 3471.414062
	Iteration 83Q: 3 clusters Score -5349605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -5349608.500000 Penalty: 3471.414062
	Iteration 84Q: 3 clusters Score -5349608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -5349609.000000 Penalty: 3471.414062
	Iteration 85Q: 3 clusters Score -5349609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -5349607.500000 Penalty: 3471.414062
	Iteration 86Q: 3 clusters Score -5349608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -5349608.000000 Penalty: 3471.414062
	Iteration 87Q: 3 clusters Score -5349608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -5349615.500000 Penalty: 3471.414062
	Iteration 88Q: 3 clusters Score -5349616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -5349615.500000 Penalty: 3471.414062
	Iteration 89Q: 3 clusters Score -5349616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -5349615.500000 Penalty: 3471.414062
	Iteration 90F: 3 clusters Score -5349616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 117024 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 5 contains 39680 members 
Mstep: Class 6 contains 36176 members 
Mstep: Class 7 contains 18050 members 
Mstep: Class 8 contains 115835 members 
Mstep: Class 9 contains 119920 members 
Mstep: Class 10 contains 105391 members 
Mstep: Class 11 contains 8628 members 
Mstep: Class 12 contains 2713 members 
Mstep: Class 13 contains 111198 members 
Mstep: Class 14 contains 35671 members 
Mstep: Class 15 contains 138669 members 
Mstep: Class 16 contains 9054 members 
Mstep: Class 17 contains 8564 members 
Mstep: Class 18 contains 17462 members 
Mstep: Class 19 contains 15107 members 
Mstep: Class 20 contains 6977 members 
Mstep: Class 21 contains 1674 members 
Mstep: Class 22 contains 7357 members 
Entering Unmasked Estep 
Score: -111629200.000000 Penalty: 49086.296875
Splitting cluster 6 changes total score from -111620512.000000 to -111629200.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -2124875.500000 Penalty: 1592.646484
	Iteration 0F: 2 clusters Score -2124876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2112575.000000 Penalty: 3185.292969
	Iteration 0F: 3 clusters Score -2112575 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2117021.750000 Penalty: 3185.292969
	Iteration 1F: 3 clusters Score -2117022 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2117519.000000 Penalty: 3185.292969
	Iteration 2F: 3 clusters Score -2117519 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2118145.000000 Penalty: 3185.292969
	Iteration 3F: 3 clusters Score -2118145 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2118957.250000 Penalty: 3185.292969
	Iteration 4F: 3 clusters Score -2118957 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2119747.750000 Penalty: 3185.292969
	Iteration 5F: 3 clusters Score -2119748 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2120392.750000 Penalty: 3185.292969
	Iteration 6F: 3 clusters Score -2120393 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2120872.000000 Penalty: 3185.292969
	Iteration 7F: 3 clusters Score -2120872 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2121196.750000 Penalty: 3185.292969
	Iteration 8Q: 3 clusters Score -2121197 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -2121480.500000 Penalty: 3185.292969
	Iteration 9Q: 3 clusters Score -2121480 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2121746.500000 Penalty: 3185.292969
	Iteration 10Q: 3 clusters Score -2121746 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2121981.500000 Penalty: 3185.292969
	Iteration 11Q: 3 clusters Score -2121982 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2122246.750000 Penalty: 3185.292969
	Iteration 12Q: 3 clusters Score -2122247 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2122544.250000 Penalty: 3185.292969
	Iteration 13Q: 3 clusters Score -2122544 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2122790.500000 Penalty: 3185.292969
	Iteration 14Q: 3 clusters Score -2122790 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2123019.000000 Penalty: 3185.292969
	Iteration 15Q: 3 clusters Score -2123019 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2123208.500000 Penalty: 3185.292969
	Iteration 16Q: 3 clusters Score -2123208 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2123397.500000 Penalty: 3185.292969
	Iteration 17Q: 3 clusters Score -2123398 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2123572.000000 Penalty: 3185.292969
	Iteration 18Q: 3 clusters Score -2123572 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2123729.750000 Penalty: 3185.292969
	Iteration 19Q: 3 clusters Score -2123730 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2123858.250000 Penalty: 3185.292969
	Iteration 20F: 3 clusters Score -2123858 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2123980.250000 Penalty: 3185.292969
	Iteration 21Q: 3 clusters Score -2123980 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2124062.750000 Penalty: 3185.292969
	Iteration 22Q: 3 clusters Score -2124063 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2124140.250000 Penalty: 3185.292969
	Iteration 23Q: 3 clusters Score -2124140 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2124185.750000 Penalty: 3185.292969
	Iteration 24Q: 3 clusters Score -2124186 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2124217.000000 Penalty: 3185.292969
	Iteration 25Q: 3 clusters Score -2124217 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2124246.750000 Penalty: 3185.292969
	Iteration 26Q: 3 clusters Score -2124247 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2124264.500000 Penalty: 3185.292969
	Iteration 27Q: 3 clusters Score -2124264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2124269.000000 Penalty: 3185.292969
	Iteration 28Q: 3 clusters Score -2124269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2124271.750000 Penalty: 3185.292969
	Iteration 29Q: 3 clusters Score -2124272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2124273.750000 Penalty: 3185.292969
	Iteration 30Q: 3 clusters Score -2124274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2124272.500000 Penalty: 3185.292969
	Iteration 31Q: 3 clusters Score -2124272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2124273.750000 Penalty: 3185.292969
	Iteration 32Q: 3 clusters Score -2124274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2124273.750000 Penalty: 3185.292969
	Iteration 33F: 3 clusters Score -2124274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (115835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115835 members 
Entering Unmasked Estep 
Score: -14626077.000000 Penalty: 1894.737305
	Iteration 0F: 2 clusters Score -1.462608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57981 members 
Mstep: Class 2 contains 57854 members 
Entering Unmasked Estep 
Score: -14565276.000000 Penalty: 3789.474609
	Iteration 0F: 3 clusters Score -1.456528e+07 nChanged 55554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58261 members 
Mstep: Class 2 contains 57574 members 
Entering Unmasked Estep 
Score: -14597978.000000 Penalty: 3789.474609
	Iteration 1F: 3 clusters Score -1.459798e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58395 members 
Mstep: Class 2 contains 57440 members 
Entering Unmasked Estep 
Score: -14598887.000000 Penalty: 3789.474609
	Iteration 2Q: 3 clusters Score -1.459889e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58662 members 
Mstep: Class 2 contains 57173 members 
Entering Unmasked Estep 
Score: -14600094.000000 Penalty: 3789.474609
	Iteration 3Q: 3 clusters Score -1.460009e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59255 members 
Mstep: Class 2 contains 56580 members 
Entering Unmasked Estep 
Score: -14601913.000000 Penalty: 3789.474609
	Iteration 4Q: 3 clusters Score -1.460191e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60326 members 
Mstep: Class 2 contains 55509 members 
Entering Unmasked Estep 
Score: -14604521.000000 Penalty: 3789.474609
	Iteration 5Q: 3 clusters Score -1.460452e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62007 members 
Mstep: Class 2 contains 53828 members 
Entering Unmasked Estep 
Score: -14608512.000000 Penalty: 3789.474609
	Iteration 6F: 3 clusters Score -1.460851e+07 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63956 members 
Mstep: Class 2 contains 51879 members 
Entering Unmasked Estep 
Score: -14613731.000000 Penalty: 3789.474609
	Iteration 7F: 3 clusters Score -1.461373e+07 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65717 members 
Mstep: Class 2 contains 50118 members 
Entering Unmasked Estep 
Score: -14618844.000000 Penalty: 3789.474609
	Iteration 8F: 3 clusters Score -1.461884e+07 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66967 members 
Mstep: Class 2 contains 48868 members 
Entering Unmasked Estep 
Score: -14621563.000000 Penalty: 3789.474609
	Iteration 9F: 3 clusters Score -1.462156e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67888 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -14622533.000000 Penalty: 3789.474609
	Iteration 10Q: 3 clusters Score -1.462253e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68734 members 
Mstep: Class 2 contains 47101 members 
Entering Unmasked Estep 
Score: -14623103.000000 Penalty: 3789.474609
	Iteration 11Q: 3 clusters Score -1.46231e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69495 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -14623378.000000 Penalty: 3789.474609
	Iteration 12Q: 3 clusters Score -1.462338e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70200 members 
Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
Score: -14623782.000000 Penalty: 3789.474609
	Iteration 13Q: 3 clusters Score -1.462378e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70824 members 
Mstep: Class 2 contains 45011 members 
Entering Unmasked Estep 
Score: -14624198.000000 Penalty: 3789.474609
	Iteration 14Q: 3 clusters Score -1.46242e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71332 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -14624556.000000 Penalty: 3789.474609
	Iteration 15Q: 3 clusters Score -1.462456e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71724 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
Score: -14624757.000000 Penalty: 3789.474609
	Iteration 16Q: 3 clusters Score -1.462476e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72093 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -14625058.000000 Penalty: 3789.474609
	Iteration 17Q: 3 clusters Score -1.462506e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72376 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
Score: -14625393.000000 Penalty: 3789.474609
	Iteration 18Q: 3 clusters Score -1.462539e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72606 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -14625682.000000 Penalty: 3789.474609
	Iteration 19Q: 3 clusters Score -1.462568e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72834 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -14625911.000000 Penalty: 3789.474609
	Iteration 20F: 3 clusters Score -1.462591e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72975 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -14626265.000000 Penalty: 3789.474609
	Iteration 21Q: 3 clusters Score -1.462626e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73061 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -14626520.000000 Penalty: 3789.474609
	Iteration 22Q: 3 clusters Score -1.462652e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73149 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -14626653.000000 Penalty: 3789.474609
	Iteration 23Q: 3 clusters Score -1.462665e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73132 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -14626812.000000 Penalty: 3789.474609
	Iteration 24Q: 3 clusters Score -1.462681e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73013 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -14626913.000000 Penalty: 3789.474609
	Iteration 25Q: 3 clusters Score -1.462691e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72806 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -14626996.000000 Penalty: 3789.474609
	Iteration 26Q: 3 clusters Score -1.4627e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72580 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -14627091.000000 Penalty: 3789.474609
	Iteration 27Q: 3 clusters Score -1.462709e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72345 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -14627098.000000 Penalty: 3789.474609
	Iteration 28Q: 3 clusters Score -1.46271e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72046 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -14627148.000000 Penalty: 3789.474609
	Iteration 29Q: 3 clusters Score -1.462715e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71696 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -14627163.000000 Penalty: 3789.474609
	Iteration 30Q: 3 clusters Score -1.462716e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71321 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -14627185.000000 Penalty: 3789.474609
	Iteration 31Q: 3 clusters Score -1.462718e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70905 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -14627181.000000 Penalty: 3789.474609
	Iteration 32Q: 3 clusters Score -1.462718e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70433 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -14627237.000000 Penalty: 3789.474609
	Iteration 33Q: 3 clusters Score -1.462724e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69968 members 
Mstep: Class 2 contains 45867 members 
Entering Unmasked Estep 
Score: -14627263.000000 Penalty: 3789.474609
	Iteration 34Q: 3 clusters Score -1.462726e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69477 members 
Mstep: Class 2 contains 46358 members 
Entering Unmasked Estep 
Score: -14627270.000000 Penalty: 3789.474609
	Iteration 35Q: 3 clusters Score -1.462727e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69022 members 
Mstep: Class 2 contains 46813 members 
Entering Unmasked Estep 
Score: -14627293.000000 Penalty: 3789.474609
	Iteration 36Q: 3 clusters Score -1.462729e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68597 members 
Mstep: Class 2 contains 47238 members 
Entering Unmasked Estep 
Score: -14627271.000000 Penalty: 3789.474609
	Iteration 37Q: 3 clusters Score -1.462727e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68180 members 
Mstep: Class 2 contains 47655 members 
Entering Unmasked Estep 
Score: -14627255.000000 Penalty: 3789.474609
	Iteration 38Q: 3 clusters Score -1.462726e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67751 members 
Mstep: Class 2 contains 48084 members 
Entering Unmasked Estep 
Score: -14627383.000000 Penalty: 3789.474609
	Iteration 39Q: 3 clusters Score -1.462738e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67311 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -14627375.000000 Penalty: 3789.474609
	Iteration 40F: 3 clusters Score -1.462738e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66903 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -14627417.000000 Penalty: 3789.474609
	Iteration 41Q: 3 clusters Score -1.462742e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66528 members 
Mstep: Class 2 contains 49307 members 
Entering Unmasked Estep 
Score: -14627370.000000 Penalty: 3789.474609
	Iteration 42Q: 3 clusters Score -1.462737e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66202 members 
Mstep: Class 2 contains 49633 members 
Entering Unmasked Estep 
Score: -14627418.000000 Penalty: 3789.474609
	Iteration 43Q: 3 clusters Score -1.462742e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65917 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
Score: -14627500.000000 Penalty: 3789.474609
	Iteration 44Q: 3 clusters Score -1.46275e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65604 members 
Mstep: Class 2 contains 50231 members 
Entering Unmasked Estep 
Score: -14627556.000000 Penalty: 3789.474609
	Iteration 45Q: 3 clusters Score -1.462756e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65330 members 
Mstep: Class 2 contains 50505 members 
Entering Unmasked Estep 
Score: -14627566.000000 Penalty: 3789.474609
	Iteration 46Q: 3 clusters Score -1.462757e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65054 members 
Mstep: Class 2 contains 50781 members 
Entering Unmasked Estep 
Score: -14627626.000000 Penalty: 3789.474609
	Iteration 47Q: 3 clusters Score -1.462763e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64806 members 
Mstep: Class 2 contains 51029 members 
Entering Unmasked Estep 
Score: -14627629.000000 Penalty: 3789.474609
	Iteration 48Q: 3 clusters Score -1.462763e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64551 members 
Mstep: Class 2 contains 51284 members 
Entering Unmasked Estep 
Score: -14627658.000000 Penalty: 3789.474609
	Iteration 49Q: 3 clusters Score -1.462766e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64286 members 
Mstep: Class 2 contains 51549 members 
Entering Unmasked Estep 
Score: -14627628.000000 Penalty: 3789.474609
	Iteration 50Q: 3 clusters Score -1.462763e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64057 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
Score: -14627629.000000 Penalty: 3789.474609
	Iteration 51Q: 3 clusters Score -1.462763e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63817 members 
Mstep: Class 2 contains 52018 members 
Entering Unmasked Estep 
Score: -14627653.000000 Penalty: 3789.474609
	Iteration 52Q: 3 clusters Score -1.462765e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63588 members 
Mstep: Class 2 contains 52247 members 
Entering Unmasked Estep 
Score: -14627636.000000 Penalty: 3789.474609
	Iteration 53Q: 3 clusters Score -1.462764e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63325 members 
Mstep: Class 2 contains 52510 members 
Entering Unmasked Estep 
Score: -14627680.000000 Penalty: 3789.474609
	Iteration 54Q: 3 clusters Score -1.462768e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63045 members 
Mstep: Class 2 contains 52790 members 
Entering Unmasked Estep 
Score: -14627696.000000 Penalty: 3789.474609
	Iteration 55Q: 3 clusters Score -1.46277e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62792 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
Score: -14627727.000000 Penalty: 3789.474609
	Iteration 56Q: 3 clusters Score -1.462773e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62536 members 
Mstep: Class 2 contains 53299 members 
Entering Unmasked Estep 
Score: -14627745.000000 Penalty: 3789.474609
	Iteration 57Q: 3 clusters Score -1.462774e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62289 members 
Mstep: Class 2 contains 53546 members 
Entering Unmasked Estep 
Score: -14627748.000000 Penalty: 3789.474609
	Iteration 58Q: 3 clusters Score -1.462775e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62056 members 
Mstep: Class 2 contains 53779 members 
Entering Unmasked Estep 
Score: -14627750.000000 Penalty: 3789.474609
	Iteration 59Q: 3 clusters Score -1.462775e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61826 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -14627769.000000 Penalty: 3789.474609
	Iteration 60F: 3 clusters Score -1.462777e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61591 members 
Mstep: Class 2 contains 54244 members 
Entering Unmasked Estep 
Score: -14627795.000000 Penalty: 3789.474609
	Iteration 61Q: 3 clusters Score -1.46278e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61368 members 
Mstep: Class 2 contains 54467 members 
Entering Unmasked Estep 
Score: -14627808.000000 Penalty: 3789.474609
	Iteration 62Q: 3 clusters Score -1.462781e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61143 members 
Mstep: Class 2 contains 54692 members 
Entering Unmasked Estep 
Score: -14627822.000000 Penalty: 3789.474609
	Iteration 63Q: 3 clusters Score -1.462782e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60896 members 
Mstep: Class 2 contains 54939 members 
Entering Unmasked Estep 
Score: -14627798.000000 Penalty: 3789.474609
	Iteration 64Q: 3 clusters Score -1.46278e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60647 members 
Mstep: Class 2 contains 55188 members 
Entering Unmasked Estep 
Score: -14627831.000000 Penalty: 3789.474609
	Iteration 65Q: 3 clusters Score -1.462783e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60434 members 
Mstep: Class 2 contains 55401 members 
Entering Unmasked Estep 
Score: -14627925.000000 Penalty: 3789.474609
	Iteration 66Q: 3 clusters Score -1.462792e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60241 members 
Mstep: Class 2 contains 55594 members 
Entering Unmasked Estep 
Score: -14627932.000000 Penalty: 3789.474609
	Iteration 67Q: 3 clusters Score -1.462793e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60045 members 
Mstep: Class 2 contains 55790 members 
Entering Unmasked Estep 
Score: -14627944.000000 Penalty: 3789.474609
	Iteration 68Q: 3 clusters Score -1.462794e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59837 members 
Mstep: Class 2 contains 55998 members 
Entering Unmasked Estep 
Score: -14627984.000000 Penalty: 3789.474609
	Iteration 69Q: 3 clusters Score -1.462798e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59630 members 
Mstep: Class 2 contains 56205 members 
Entering Unmasked Estep 
Score: -14628010.000000 Penalty: 3789.474609
	Iteration 70Q: 3 clusters Score -1.462801e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59432 members 
Mstep: Class 2 contains 56403 members 
Entering Unmasked Estep 
Score: -14628033.000000 Penalty: 3789.474609
	Iteration 71Q: 3 clusters Score -1.462803e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59225 members 
Mstep: Class 2 contains 56610 members 
Entering Unmasked Estep 
Score: -14628002.000000 Penalty: 3789.474609
	Iteration 72Q: 3 clusters Score -1.4628e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58999 members 
Mstep: Class 2 contains 56836 members 
Entering Unmasked Estep 
Score: -14627997.000000 Penalty: 3789.474609
	Iteration 73Q: 3 clusters Score -1.4628e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58767 members 
Mstep: Class 2 contains 57068 members 
Entering Unmasked Estep 
Score: -14627993.000000 Penalty: 3789.474609
	Iteration 74Q: 3 clusters Score -1.462799e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58506 members 
Mstep: Class 2 contains 57329 members 
Entering Unmasked Estep 
Score: -14627963.000000 Penalty: 3789.474609
	Iteration 75Q: 3 clusters Score -1.462796e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58239 members 
Mstep: Class 2 contains 57596 members 
Entering Unmasked Estep 
Score: -14627996.000000 Penalty: 3789.474609
	Iteration 76Q: 3 clusters Score -1.4628e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57954 members 
Mstep: Class 2 contains 57881 members 
Entering Unmasked Estep 
Score: -14628000.000000 Penalty: 3789.474609
	Iteration 77Q: 3 clusters Score -1.4628e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57666 members 
Mstep: Class 2 contains 58169 members 
Entering Unmasked Estep 
Score: -14628003.000000 Penalty: 3789.474609
	Iteration 78Q: 3 clusters Score -1.4628e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57387 members 
Mstep: Class 2 contains 58448 members 
Entering Unmasked Estep 
Score: -14627994.000000 Penalty: 3789.474609
	Iteration 79Q: 3 clusters Score -1.462799e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57120 members 
Mstep: Class 2 contains 58715 members 
Entering Unmasked Estep 
Score: -14628029.000000 Penalty: 3789.474609
	Iteration 80F: 3 clusters Score -1.462803e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56831 members 
Mstep: Class 2 contains 59004 members 
Entering Unmasked Estep 
Score: -14628031.000000 Penalty: 3789.474609
	Iteration 81Q: 3 clusters Score -1.462803e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56573 members 
Mstep: Class 2 contains 59262 members 
Entering Unmasked Estep 
Score: -14628046.000000 Penalty: 3789.474609
	Iteration 82Q: 3 clusters Score -1.462805e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56306 members 
Mstep: Class 2 contains 59529 members 
Entering Unmasked Estep 
Score: -14628064.000000 Penalty: 3789.474609
	Iteration 83Q: 3 clusters Score -1.462806e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56060 members 
Mstep: Class 2 contains 59775 members 
Entering Unmasked Estep 
Score: -14628058.000000 Penalty: 3789.474609
	Iteration 84Q: 3 clusters Score -1.462806e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55786 members 
Mstep: Class 2 contains 60049 members 
Entering Unmasked Estep 
Score: -14628072.000000 Penalty: 3789.474609
	Iteration 85Q: 3 clusters Score -1.462807e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55525 members 
Mstep: Class 2 contains 60310 members 
Entering Unmasked Estep 
Score: -14628063.000000 Penalty: 3789.474609
	Iteration 86Q: 3 clusters Score -1.462806e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55293 members 
Mstep: Class 2 contains 60542 members 
Entering Unmasked Estep 
Score: -14628070.000000 Penalty: 3789.474609
	Iteration 87Q: 3 clusters Score -1.462807e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55030 members 
Mstep: Class 2 contains 60805 members 
Entering Unmasked Estep 
Score: -14628097.000000 Penalty: 3789.474609
	Iteration 88Q: 3 clusters Score -1.46281e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54807 members 
Mstep: Class 2 contains 61028 members 
Entering Unmasked Estep 
Score: -14628139.000000 Penalty: 3789.474609
	Iteration 89Q: 3 clusters Score -1.462814e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54564 members 
Mstep: Class 2 contains 61271 members 
Entering Unmasked Estep 
Score: -14628142.000000 Penalty: 3789.474609
	Iteration 90Q: 3 clusters Score -1.462814e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54301 members 
Mstep: Class 2 contains 61534 members 
Entering Unmasked Estep 
Score: -14628141.000000 Penalty: 3789.474609
	Iteration 91Q: 3 clusters Score -1.462814e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54075 members 
Mstep: Class 2 contains 61760 members 
Entering Unmasked Estep 
Score: -14628137.000000 Penalty: 3789.474609
	Iteration 92Q: 3 clusters Score -1.462814e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 62007 members 
Entering Unmasked Estep 
Score: -14628158.000000 Penalty: 3789.474609
	Iteration 93Q: 3 clusters Score -1.462816e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53593 members 
Mstep: Class 2 contains 62242 members 
Entering Unmasked Estep 
Score: -14628194.000000 Penalty: 3789.474609
	Iteration 94Q: 3 clusters Score -1.462819e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53365 members 
Mstep: Class 2 contains 62470 members 
Entering Unmasked Estep 
Score: -14628188.000000 Penalty: 3789.474609
	Iteration 95Q: 3 clusters Score -1.462819e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53147 members 
Mstep: Class 2 contains 62688 members 
Entering Unmasked Estep 
Score: -14628178.000000 Penalty: 3789.474609
	Iteration 96Q: 3 clusters Score -1.462818e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52894 members 
Mstep: Class 2 contains 62941 members 
Entering Unmasked Estep 
Score: -14628184.000000 Penalty: 3789.474609
	Iteration 97Q: 3 clusters Score -1.462818e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52654 members 
Mstep: Class 2 contains 63181 members 
Entering Unmasked Estep 
Score: -14628185.000000 Penalty: 3789.474609
	Iteration 98Q: 3 clusters Score -1.462818e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52448 members 
Mstep: Class 2 contains 63387 members 
Entering Unmasked Estep 
Score: -14628175.000000 Penalty: 3789.474609
	Iteration 99Q: 3 clusters Score -1.462818e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52231 members 
Mstep: Class 2 contains 63604 members 
Entering Unmasked Estep 
Score: -14628176.000000 Penalty: 3789.474609
	Iteration 100F: 3 clusters Score -1.462818e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 63809 members 
Entering Unmasked Estep 
Score: -14628207.000000 Penalty: 3789.474609
	Iteration 101Q: 3 clusters Score -1.462821e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51834 members 
Mstep: Class 2 contains 64001 members 
Entering Unmasked Estep 
Score: -14628239.000000 Penalty: 3789.474609
	Iteration 102Q: 3 clusters Score -1.462824e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51656 members 
Mstep: Class 2 contains 64179 members 
Entering Unmasked Estep 
Score: -14628278.000000 Penalty: 3789.474609
	Iteration 103Q: 3 clusters Score -1.462828e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51479 members 
Mstep: Class 2 contains 64356 members 
Entering Unmasked Estep 
Score: -14628297.000000 Penalty: 3789.474609
	Iteration 104Q: 3 clusters Score -1.46283e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51289 members 
Mstep: Class 2 contains 64546 members 
Entering Unmasked Estep 
Score: -14628287.000000 Penalty: 3789.474609
	Iteration 105Q: 3 clusters Score -1.462829e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51100 members 
Mstep: Class 2 contains 64735 members 
Entering Unmasked Estep 
Score: -14628298.000000 Penalty: 3789.474609
	Iteration 106Q: 3 clusters Score -1.46283e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50908 members 
Mstep: Class 2 contains 64927 members 
Entering Unmasked Estep 
Score: -14628300.000000 Penalty: 3789.474609
	Iteration 107Q: 3 clusters Score -1.46283e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50742 members 
Mstep: Class 2 contains 65093 members 
Entering Unmasked Estep 
Score: -14628325.000000 Penalty: 3789.474609
	Iteration 108Q: 3 clusters Score -1.462832e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50594 members 
Mstep: Class 2 contains 65241 members 
Entering Unmasked Estep 
Score: -14628377.000000 Penalty: 3789.474609
	Iteration 109Q: 3 clusters Score -1.462838e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50462 members 
Mstep: Class 2 contains 65373 members 
Entering Unmasked Estep 
Score: -14628376.000000 Penalty: 3789.474609
	Iteration 110Q: 3 clusters Score -1.462838e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50359 members 
Mstep: Class 2 contains 65476 members 
Entering Unmasked Estep 
Score: -14628373.000000 Penalty: 3789.474609
	Iteration 111Q: 3 clusters Score -1.462837e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 65581 members 
Entering Unmasked Estep 
Score: -14628410.000000 Penalty: 3789.474609
	Iteration 112Q: 3 clusters Score -1.462841e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50147 members 
Mstep: Class 2 contains 65688 members 
Entering Unmasked Estep 
Score: -14628404.000000 Penalty: 3789.474609
	Iteration 113Q: 3 clusters Score -1.46284e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 65796 members 
Entering Unmasked Estep 
Score: -14628408.000000 Penalty: 3789.474609
	Iteration 114Q: 3 clusters Score -1.462841e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 65892 members 
Entering Unmasked Estep 
Score: -14628388.000000 Penalty: 3789.474609
	Iteration 115Q: 3 clusters Score -1.462839e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 65976 members 
Entering Unmasked Estep 
Score: -14628401.000000 Penalty: 3789.474609
	Iteration 116Q: 3 clusters Score -1.46284e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 66059 members 
Entering Unmasked Estep 
Score: -14628398.000000 Penalty: 3789.474609
	Iteration 117Q: 3 clusters Score -1.46284e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49699 members 
Mstep: Class 2 contains 66136 members 
Entering Unmasked Estep 
Score: -14628398.000000 Penalty: 3789.474609
	Iteration 118Q: 3 clusters Score -1.46284e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49642 members 
Mstep: Class 2 contains 66193 members 
Entering Unmasked Estep 
Score: -14628384.000000 Penalty: 3789.474609
	Iteration 119Q: 3 clusters Score -1.462838e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49592 members 
Mstep: Class 2 contains 66243 members 
Entering Unmasked Estep 
Score: -14628389.000000 Penalty: 3789.474609
	Iteration 120F: 3 clusters Score -1.462839e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49529 members 
Mstep: Class 2 contains 66306 members 
Entering Unmasked Estep 
Score: -14628408.000000 Penalty: 3789.474609
	Iteration 121Q: 3 clusters Score -1.462841e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49478 members 
Mstep: Class 2 contains 66357 members 
Entering Unmasked Estep 
Score: -14628425.000000 Penalty: 3789.474609
	Iteration 122Q: 3 clusters Score -1.462842e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49425 members 
Mstep: Class 2 contains 66410 members 
Entering Unmasked Estep 
Score: -14628430.000000 Penalty: 3789.474609
	Iteration 123Q: 3 clusters Score -1.462843e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49373 members 
Mstep: Class 2 contains 66462 members 
Entering Unmasked Estep 
Score: -14628409.000000 Penalty: 3789.474609
	Iteration 124Q: 3 clusters Score -1.462841e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 66497 members 
Entering Unmasked Estep 
Score: -14628406.000000 Penalty: 3789.474609
	Iteration 125Q: 3 clusters Score -1.462841e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49311 members 
Mstep: Class 2 contains 66524 members 
Entering Unmasked Estep 
Score: -14628407.000000 Penalty: 3789.474609
	Iteration 126Q: 3 clusters Score -1.462841e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49275 members 
Mstep: Class 2 contains 66560 members 
Entering Unmasked Estep 
Score: -14628406.000000 Penalty: 3789.474609
	Iteration 127Q: 3 clusters Score -1.462841e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49227 members 
Mstep: Class 2 contains 66608 members 
Entering Unmasked Estep 
Score: -14628393.000000 Penalty: 3789.474609
	Iteration 128Q: 3 clusters Score -1.462839e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49171 members 
Mstep: Class 2 contains 66664 members 
Entering Unmasked Estep 
Score: -14628383.000000 Penalty: 3789.474609
	Iteration 129Q: 3 clusters Score -1.462838e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49110 members 
Mstep: Class 2 contains 66725 members 
Entering Unmasked Estep 
Score: -14628377.000000 Penalty: 3789.474609
	Iteration 130Q: 3 clusters Score -1.462838e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49059 members 
Mstep: Class 2 contains 66776 members 
Entering Unmasked Estep 
Score: -14628408.000000 Penalty: 3789.474609
	Iteration 131Q: 3 clusters Score -1.462841e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49006 members 
Mstep: Class 2 contains 66829 members 
Entering Unmasked Estep 
Score: -14628413.000000 Penalty: 3789.474609
	Iteration 132Q: 3 clusters Score -1.462841e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48961 members 
Mstep: Class 2 contains 66874 members 
Entering Unmasked Estep 
Score: -14628416.000000 Penalty: 3789.474609
	Iteration 133Q: 3 clusters Score -1.462842e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48915 members 
Mstep: Class 2 contains 66920 members 
Entering Unmasked Estep 
Score: -14628399.000000 Penalty: 3789.474609
	Iteration 134Q: 3 clusters Score -1.46284e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48878 members 
Mstep: Class 2 contains 66957 members 
Entering Unmasked Estep 
Score: -14628364.000000 Penalty: 3789.474609
	Iteration 135Q: 3 clusters Score -1.462836e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 67002 members 
Entering Unmasked Estep 
Score: -14628376.000000 Penalty: 3789.474609
	Iteration 136Q: 3 clusters Score -1.462838e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48794 members 
Mstep: Class 2 contains 67041 members 
Entering Unmasked Estep 
Score: -14628375.000000 Penalty: 3789.474609
	Iteration 137Q: 3 clusters Score -1.462838e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 67078 members 
Entering Unmasked Estep 
Score: -14628383.000000 Penalty: 3789.474609
	Iteration 138Q: 3 clusters Score -1.462838e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48727 members 
Mstep: Class 2 contains 67108 members 
Entering Unmasked Estep 
Score: -14628392.000000 Penalty: 3789.474609
	Iteration 139Q: 3 clusters Score -1.462839e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 67135 members 
Entering Unmasked Estep 
Score: -14628388.000000 Penalty: 3789.474609
	Iteration 140F: 3 clusters Score -1.462839e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48679 members 
Mstep: Class 2 contains 67156 members 
Entering Unmasked Estep 
Score: -14628377.000000 Penalty: 3789.474609
	Iteration 141Q: 3 clusters Score -1.462838e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48669 members 
Mstep: Class 2 contains 67166 members 
Entering Unmasked Estep 
Score: -14628397.000000 Penalty: 3789.474609
	Iteration 142Q: 3 clusters Score -1.46284e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 67184 members 
Entering Unmasked Estep 
Score: -14628382.000000 Penalty: 3789.474609
	Iteration 143Q: 3 clusters Score -1.462838e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48616 members 
Mstep: Class 2 contains 67219 members 
Entering Unmasked Estep 
Score: -14628395.000000 Penalty: 3789.474609
	Iteration 144Q: 3 clusters Score -1.46284e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 67250 members 
Entering Unmasked Estep 
Score: -14628389.000000 Penalty: 3789.474609
	Iteration 145Q: 3 clusters Score -1.462839e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 2 contains 67265 members 
Entering Unmasked Estep 
Score: -14628397.000000 Penalty: 3789.474609
	Iteration 146Q: 3 clusters Score -1.46284e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 67287 members 
Entering Unmasked Estep 
Score: -14628387.000000 Penalty: 3789.474609
	Iteration 147Q: 3 clusters Score -1.462839e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48521 members 
Mstep: Class 2 contains 67314 members 
Entering Unmasked Estep 
Score: -14628405.000000 Penalty: 3789.474609
	Iteration 148Q: 3 clusters Score -1.46284e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 67345 members 
Entering Unmasked Estep 
Score: -14628418.000000 Penalty: 3789.474609
	Iteration 149Q: 3 clusters Score -1.462842e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 67365 members 
Entering Unmasked Estep 
Score: -14628421.000000 Penalty: 3789.474609
	Iteration 150Q: 3 clusters Score -1.462842e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48454 members 
Mstep: Class 2 contains 67381 members 
Entering Unmasked Estep 
Score: -14628414.000000 Penalty: 3789.474609
	Iteration 151Q: 3 clusters Score -1.462841e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48427 members 
Mstep: Class 2 contains 67408 members 
Entering Unmasked Estep 
Score: -14628411.000000 Penalty: 3789.474609
	Iteration 152Q: 3 clusters Score -1.462841e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48405 members 
Mstep: Class 2 contains 67430 members 
Entering Unmasked Estep 
Score: -14628409.000000 Penalty: 3789.474609
	Iteration 153Q: 3 clusters Score -1.462841e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48385 members 
Mstep: Class 2 contains 67450 members 
Entering Unmasked Estep 
Score: -14628398.000000 Penalty: 3789.474609
	Iteration 154Q: 3 clusters Score -1.46284e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48354 members 
Mstep: Class 2 contains 67481 members 
Entering Unmasked Estep 
Score: -14628406.000000 Penalty: 3789.474609
	Iteration 155Q: 3 clusters Score -1.462841e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48322 members 
Mstep: Class 2 contains 67513 members 
Entering Unmasked Estep 
Score: -14628399.000000 Penalty: 3789.474609
	Iteration 156Q: 3 clusters Score -1.46284e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 67551 members 
Entering Unmasked Estep 
Score: -14628383.000000 Penalty: 3789.474609
	Iteration 157Q: 3 clusters Score -1.462838e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48249 members 
Mstep: Class 2 contains 67586 members 
Entering Unmasked Estep 
Score: -14628389.000000 Penalty: 3789.474609
	Iteration 158Q: 3 clusters Score -1.462839e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48219 members 
Mstep: Class 2 contains 67616 members 
Entering Unmasked Estep 
Score: -14628409.000000 Penalty: 3789.474609
	Iteration 159Q: 3 clusters Score -1.462841e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48186 members 
Mstep: Class 2 contains 67649 members 
Entering Unmasked Estep 
Score: -14628408.000000 Penalty: 3789.474609
	Iteration 160F: 3 clusters Score -1.462841e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 67699 members 
Entering Unmasked Estep 
Score: -14628416.000000 Penalty: 3789.474609
	Iteration 161Q: 3 clusters Score -1.462842e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48097 members 
Mstep: Class 2 contains 67738 members 
Entering Unmasked Estep 
Score: -14628421.000000 Penalty: 3789.474609
	Iteration 162Q: 3 clusters Score -1.462842e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48058 members 
Mstep: Class 2 contains 67777 members 
Entering Unmasked Estep 
Score: -14628432.000000 Penalty: 3789.474609
	Iteration 163Q: 3 clusters Score -1.462843e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 67821 members 
Entering Unmasked Estep 
Score: -14628439.000000 Penalty: 3789.474609
	Iteration 164Q: 3 clusters Score -1.462844e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 67873 members 
Entering Unmasked Estep 
Score: -14628443.000000 Penalty: 3789.474609
	Iteration 165Q: 3 clusters Score -1.462844e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 67933 members 
Entering Unmasked Estep 
Score: -14628438.000000 Penalty: 3789.474609
	Iteration 166Q: 3 clusters Score -1.462844e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 68003 members 
Entering Unmasked Estep 
Score: -14628445.000000 Penalty: 3789.474609
	Iteration 167Q: 3 clusters Score -1.462844e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47760 members 
Mstep: Class 2 contains 68075 members 
Entering Unmasked Estep 
Score: -14628463.000000 Penalty: 3789.474609
	Iteration 168Q: 3 clusters Score -1.462846e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 68139 members 
Entering Unmasked Estep 
Score: -14628456.000000 Penalty: 3789.474609
	Iteration 169Q: 3 clusters Score -1.462846e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 68209 members 
Entering Unmasked Estep 
Score: -14628462.000000 Penalty: 3789.474609
	Iteration 170Q: 3 clusters Score -1.462846e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 68269 members 
Entering Unmasked Estep 
Score: -14628462.000000 Penalty: 3789.474609
	Iteration 171Q: 3 clusters Score -1.462846e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47499 members 
Mstep: Class 2 contains 68336 members 
Entering Unmasked Estep 
Score: -14628466.000000 Penalty: 3789.474609
	Iteration 172Q: 3 clusters Score -1.462847e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47415 members 
Mstep: Class 2 contains 68420 members 
Entering Unmasked Estep 
Score: -14628487.000000 Penalty: 3789.474609
	Iteration 173Q: 3 clusters Score -1.462849e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 68491 members 
Entering Unmasked Estep 
Score: -14628482.000000 Penalty: 3789.474609
	Iteration 174Q: 3 clusters Score -1.462848e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 68554 members 
Entering Unmasked Estep 
Score: -14628494.000000 Penalty: 3789.474609
	Iteration 175Q: 3 clusters Score -1.462849e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47214 members 
Mstep: Class 2 contains 68621 members 
Entering Unmasked Estep 
Score: -14628488.000000 Penalty: 3789.474609
	Iteration 176Q: 3 clusters Score -1.462849e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47155 members 
Mstep: Class 2 contains 68680 members 
Entering Unmasked Estep 
Score: -14628486.000000 Penalty: 3789.474609
	Iteration 177Q: 3 clusters Score -1.462849e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 68734 members 
Entering Unmasked Estep 
Score: -14628500.000000 Penalty: 3789.474609
	Iteration 178Q: 3 clusters Score -1.46285e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47043 members 
Mstep: Class 2 contains 68792 members 
Entering Unmasked Estep 
Score: -14628483.000000 Penalty: 3789.474609
	Iteration 179Q: 3 clusters Score -1.462848e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 68870 members 
Entering Unmasked Estep 
Score: -14628488.000000 Penalty: 3789.474609
	Iteration 180F: 3 clusters Score -1.462849e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 68956 members 
Entering Unmasked Estep 
Score: -14628510.000000 Penalty: 3789.474609
	Iteration 181Q: 3 clusters Score -1.462851e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 69034 members 
Entering Unmasked Estep 
Score: -14628513.000000 Penalty: 3789.474609
	Iteration 182Q: 3 clusters Score -1.462851e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 69103 members 
Entering Unmasked Estep 
Score: -14628525.000000 Penalty: 3789.474609
	Iteration 183Q: 3 clusters Score -1.462852e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46653 members 
Mstep: Class 2 contains 69182 members 
Entering Unmasked Estep 
Score: -14628555.000000 Penalty: 3789.474609
	Iteration 184Q: 3 clusters Score -1.462856e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46583 members 
Mstep: Class 2 contains 69252 members 
Entering Unmasked Estep 
Score: -14628551.000000 Penalty: 3789.474609
	Iteration 185Q: 3 clusters Score -1.462855e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46512 members 
Mstep: Class 2 contains 69323 members 
Entering Unmasked Estep 
Score: -14628538.000000 Penalty: 3789.474609
	Iteration 186Q: 3 clusters Score -1.462854e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 69360 members 
Entering Unmasked Estep 
Score: -14628560.000000 Penalty: 3789.474609
	Iteration 187Q: 3 clusters Score -1.462856e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 69416 members 
Entering Unmasked Estep 
Score: -14628530.000000 Penalty: 3789.474609
	Iteration 188Q: 3 clusters Score -1.462853e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 69461 members 
Entering Unmasked Estep 
Score: -14628538.000000 Penalty: 3789.474609
	Iteration 189Q: 3 clusters Score -1.462854e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46320 members 
Mstep: Class 2 contains 69515 members 
Entering Unmasked Estep 
Score: -14628544.000000 Penalty: 3789.474609
	Iteration 190Q: 3 clusters Score -1.462854e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 69580 members 
Entering Unmasked Estep 
Score: -14628548.000000 Penalty: 3789.474609
	Iteration 191Q: 3 clusters Score -1.462855e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 69634 members 
Entering Unmasked Estep 
Score: -14628539.000000 Penalty: 3789.474609
	Iteration 192Q: 3 clusters Score -1.462854e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 69690 members 
Entering Unmasked Estep 
Score: -14628558.000000 Penalty: 3789.474609
	Iteration 193Q: 3 clusters Score -1.462856e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 69742 members 
Entering Unmasked Estep 
Score: -14628547.000000 Penalty: 3789.474609
	Iteration 194Q: 3 clusters Score -1.462855e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 69803 members 
Entering Unmasked Estep 
Score: -14628530.000000 Penalty: 3789.474609
	Iteration 195Q: 3 clusters Score -1.462853e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 69866 members 
Entering Unmasked Estep 
Score: -14628515.000000 Penalty: 3789.474609
	Iteration 196Q: 3 clusters Score -1.462852e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 69910 members 
Entering Unmasked Estep 
Score: -14628500.000000 Penalty: 3789.474609
	Iteration 197Q: 3 clusters Score -1.46285e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 69948 members 
Entering Unmasked Estep 
Score: -14628507.000000 Penalty: 3789.474609
	Iteration 198Q: 3 clusters Score -1.462851e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 69975 members 
Entering Unmasked Estep 
Score: -14628491.000000 Penalty: 3789.474609
	Iteration 199Q: 3 clusters Score -1.462849e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 70009 members 
Entering Unmasked Estep 
Score: -14628491.000000 Penalty: 3789.474609
	Iteration 200F: 3 clusters Score -1.462849e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 70043 members 
Entering Unmasked Estep 
Score: -14628491.000000 Penalty: 3789.474609
	Iteration 201Q: 3 clusters Score -1.462849e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 70074 members 
Entering Unmasked Estep 
Score: -14628510.000000 Penalty: 3789.474609
	Iteration 202Q: 3 clusters Score -1.462851e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 70095 members 
Entering Unmasked Estep 
Score: -14628510.000000 Penalty: 3789.474609
	Iteration 203Q: 3 clusters Score -1.462851e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 70122 members 
Entering Unmasked Estep 
Score: -14628520.000000 Penalty: 3789.474609
	Iteration 204Q: 3 clusters Score -1.462852e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 70140 members 
Entering Unmasked Estep 
Score: -14628522.000000 Penalty: 3789.474609
	Iteration 205Q: 3 clusters Score -1.462852e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 70157 members 
Entering Unmasked Estep 
Score: -14628519.000000 Penalty: 3789.474609
	Iteration 206Q: 3 clusters Score -1.462852e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 70180 members 
Entering Unmasked Estep 
Score: -14628533.000000 Penalty: 3789.474609
	Iteration 207Q: 3 clusters Score -1.462853e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 70200 members 
Entering Unmasked Estep 
Score: -14628525.000000 Penalty: 3789.474609
	Iteration 208Q: 3 clusters Score -1.462852e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 70223 members 
Entering Unmasked Estep 
Score: -14628534.000000 Penalty: 3789.474609
	Iteration 209Q: 3 clusters Score -1.462853e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 70231 members 
Entering Unmasked Estep 
Score: -14628526.000000 Penalty: 3789.474609
	Iteration 210Q: 3 clusters Score -1.462853e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 70240 members 
Entering Unmasked Estep 
Score: -14628535.000000 Penalty: 3789.474609
	Iteration 211Q: 3 clusters Score -1.462854e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 70254 members 
Entering Unmasked Estep 
Score: -14628535.000000 Penalty: 3789.474609
	Iteration 212Q: 3 clusters Score -1.462854e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 70272 members 
Entering Unmasked Estep 
Score: -14628529.000000 Penalty: 3789.474609
	Iteration 213Q: 3 clusters Score -1.462853e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 70286 members 
Entering Unmasked Estep 
Score: -14628519.000000 Penalty: 3789.474609
	Iteration 214Q: 3 clusters Score -1.462852e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45547 members 
Mstep: Class 2 contains 70288 members 
Entering Unmasked Estep 
Score: -14628532.000000 Penalty: 3789.474609
	Iteration 215Q: 3 clusters Score -1.462853e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 70300 members 
Entering Unmasked Estep 
Score: -14628525.000000 Penalty: 3789.474609
	Iteration 216Q: 3 clusters Score -1.462852e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 70313 members 
Entering Unmasked Estep 
Score: -14628522.000000 Penalty: 3789.474609
	Iteration 217Q: 3 clusters Score -1.462852e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 70339 members 
Entering Unmasked Estep 
Score: -14628510.000000 Penalty: 3789.474609
	Iteration 218Q: 3 clusters Score -1.462851e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 70353 members 
Entering Unmasked Estep 
Score: -14628531.000000 Penalty: 3789.474609
	Iteration 219Q: 3 clusters Score -1.462853e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 70375 members 
Entering Unmasked Estep 
Score: -14628511.000000 Penalty: 3789.474609
	Iteration 220F: 3 clusters Score -1.462851e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 70403 members 
Entering Unmasked Estep 
Score: -14628529.000000 Penalty: 3789.474609
	Iteration 221Q: 3 clusters Score -1.462853e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 70437 members 
Entering Unmasked Estep 
Score: -14628518.000000 Penalty: 3789.474609
	Iteration 222Q: 3 clusters Score -1.462852e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 70474 members 
Entering Unmasked Estep 
Score: -14628532.000000 Penalty: 3789.474609
	Iteration 223Q: 3 clusters Score -1.462853e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45327 members 
Mstep: Class 2 contains 70508 members 
Entering Unmasked Estep 
Score: -14628531.000000 Penalty: 3789.474609
	Iteration 224Q: 3 clusters Score -1.462853e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 70543 members 
Entering Unmasked Estep 
Score: -14628534.000000 Penalty: 3789.474609
	Iteration 225Q: 3 clusters Score -1.462853e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 70570 members 
Entering Unmasked Estep 
Score: -14628545.000000 Penalty: 3789.474609
	Iteration 226Q: 3 clusters Score -1.462854e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 70593 members 
Entering Unmasked Estep 
Score: -14628546.000000 Penalty: 3789.474609
	Iteration 227Q: 3 clusters Score -1.462855e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Mstep: Class 2 contains 70622 members 
Entering Unmasked Estep 
Score: -14628559.000000 Penalty: 3789.474609
	Iteration 228Q: 3 clusters Score -1.462856e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 70652 members 
Entering Unmasked Estep 
Score: -14628566.000000 Penalty: 3789.474609
	Iteration 229Q: 3 clusters Score -1.462857e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 70689 members 
Entering Unmasked Estep 
Score: -14628546.000000 Penalty: 3789.474609
	Iteration 230Q: 3 clusters Score -1.462855e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45104 members 
Mstep: Class 2 contains 70731 members 
Entering Unmasked Estep 
Score: -14628543.000000 Penalty: 3789.474609
	Iteration 231Q: 3 clusters Score -1.462854e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 70765 members 
Entering Unmasked Estep 
Score: -14628570.000000 Penalty: 3789.474609
	Iteration 232Q: 3 clusters Score -1.462857e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 70798 members 
Entering Unmasked Estep 
Score: -14628552.000000 Penalty: 3789.474609
	Iteration 233Q: 3 clusters Score -1.462855e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 70829 members 
Entering Unmasked Estep 
Score: -14628550.000000 Penalty: 3789.474609
	Iteration 234Q: 3 clusters Score -1.462855e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 70861 members 
Entering Unmasked Estep 
Score: -14628540.000000 Penalty: 3789.474609
	Iteration 235Q: 3 clusters Score -1.462854e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 70897 members 
Entering Unmasked Estep 
Score: -14628537.000000 Penalty: 3789.474609
	Iteration 236Q: 3 clusters Score -1.462854e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 70930 members 
Entering Unmasked Estep 
Score: -14628542.000000 Penalty: 3789.474609
	Iteration 237Q: 3 clusters Score -1.462854e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 70962 members 
Entering Unmasked Estep 
Score: -14628535.000000 Penalty: 3789.474609
	Iteration 238Q: 3 clusters Score -1.462854e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44842 members 
Mstep: Class 2 contains 70993 members 
Entering Unmasked Estep 
Score: -14628547.000000 Penalty: 3789.474609
	Iteration 239Q: 3 clusters Score -1.462855e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 71025 members 
Entering Unmasked Estep 
Score: -14628549.000000 Penalty: 3789.474609
	Iteration 240F: 3 clusters Score -1.462855e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 71058 members 
Entering Unmasked Estep 
Score: -14628557.000000 Penalty: 3789.474609
	Iteration 241Q: 3 clusters Score -1.462856e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 71096 members 
Entering Unmasked Estep 
Score: -14628570.000000 Penalty: 3789.474609
	Iteration 242Q: 3 clusters Score -1.462857e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 71136 members 
Entering Unmasked Estep 
Score: -14628588.000000 Penalty: 3789.474609
	Iteration 243Q: 3 clusters Score -1.462859e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 71177 members 
Entering Unmasked Estep 
Score: -14628570.000000 Penalty: 3789.474609
	Iteration 244Q: 3 clusters Score -1.462857e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 71210 members 
Entering Unmasked Estep 
Score: -14628564.000000 Penalty: 3789.474609
	Iteration 245Q: 3 clusters Score -1.462856e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 71245 members 
Entering Unmasked Estep 
Score: -14628585.000000 Penalty: 3789.474609
	Iteration 246Q: 3 clusters Score -1.462858e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 71285 members 
Entering Unmasked Estep 
Score: -14628572.000000 Penalty: 3789.474609
	Iteration 247Q: 3 clusters Score -1.462857e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 71333 members 
Entering Unmasked Estep 
Score: -14628571.000000 Penalty: 3789.474609
	Iteration 248Q: 3 clusters Score -1.462857e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 71402 members 
Entering Unmasked Estep 
Score: -14628561.000000 Penalty: 3789.474609
	Iteration 249Q: 3 clusters Score -1.462856e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 71479 members 
Entering Unmasked Estep 
Score: -14628562.000000 Penalty: 3789.474609
	Iteration 250Q: 3 clusters Score -1.462856e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 71544 members 
Entering Unmasked Estep 
Score: -14628552.000000 Penalty: 3789.474609
	Iteration 251Q: 3 clusters Score -1.462855e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 71620 members 
Entering Unmasked Estep 
Score: -14628541.000000 Penalty: 3789.474609
	Iteration 252Q: 3 clusters Score -1.462854e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 71716 members 
Entering Unmasked Estep 
Score: -14628517.000000 Penalty: 3789.474609
	Iteration 253Q: 3 clusters Score -1.462852e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 71842 members 
Entering Unmasked Estep 
Score: -14628541.000000 Penalty: 3789.474609
	Iteration 254Q: 3 clusters Score -1.462854e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 71985 members 
Entering Unmasked Estep 
Score: -14628530.000000 Penalty: 3789.474609
	Iteration 255Q: 3 clusters Score -1.462853e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Mstep: Class 2 contains 72129 members 
Entering Unmasked Estep 
Score: -14628514.000000 Penalty: 3789.474609
	Iteration 256Q: 3 clusters Score -1.462851e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 72273 members 
Entering Unmasked Estep 
Score: -14628507.000000 Penalty: 3789.474609
	Iteration 257Q: 3 clusters Score -1.462851e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 72411 members 
Entering Unmasked Estep 
Score: -14628491.000000 Penalty: 3789.474609
	Iteration 258Q: 3 clusters Score -1.462849e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 72570 members 
Entering Unmasked Estep 
Score: -14628488.000000 Penalty: 3789.474609
	Iteration 259Q: 3 clusters Score -1.462849e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 72738 members 
Entering Unmasked Estep 
Score: -14628474.000000 Penalty: 3789.474609
	Iteration 260F: 3 clusters Score -1.462847e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 72897 members 
Entering Unmasked Estep 
Score: -14628522.000000 Penalty: 3789.474609
	Iteration 261Q: 3 clusters Score -1.462852e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 73049 members 
Entering Unmasked Estep 
Score: -14628532.000000 Penalty: 3789.474609
	Iteration 262Q: 3 clusters Score -1.462853e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 73188 members 
Entering Unmasked Estep 
Score: -14628542.000000 Penalty: 3789.474609
	Iteration 263Q: 3 clusters Score -1.462854e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 73351 members 
Entering Unmasked Estep 
Score: -14628528.000000 Penalty: 3789.474609
	Iteration 264Q: 3 clusters Score -1.462853e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42317 members 
Mstep: Class 2 contains 73518 members 
Entering Unmasked Estep 
Score: -14628542.000000 Penalty: 3789.474609
	Iteration 265Q: 3 clusters Score -1.462854e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 73691 members 
Entering Unmasked Estep 
Score: -14628559.000000 Penalty: 3789.474609
	Iteration 266Q: 3 clusters Score -1.462856e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 73860 members 
Entering Unmasked Estep 
Score: -14628543.000000 Penalty: 3789.474609
	Iteration 267Q: 3 clusters Score -1.462854e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 74046 members 
Entering Unmasked Estep 
Score: -14628526.000000 Penalty: 3789.474609
	Iteration 268Q: 3 clusters Score -1.462853e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 74253 members 
Entering Unmasked Estep 
Score: -14628550.000000 Penalty: 3789.474609
	Iteration 269Q: 3 clusters Score -1.462855e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 74450 members 
Entering Unmasked Estep 
Score: -14628544.000000 Penalty: 3789.474609
	Iteration 270Q: 3 clusters Score -1.462854e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 74666 members 
Entering Unmasked Estep 
Score: -14628566.000000 Penalty: 3789.474609
	Iteration 271Q: 3 clusters Score -1.462857e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 74890 members 
Entering Unmasked Estep 
Score: -14628555.000000 Penalty: 3789.474609
	Iteration 272Q: 3 clusters Score -1.462856e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 75114 members 
Entering Unmasked Estep 
Score: -14628573.000000 Penalty: 3789.474609
	Iteration 273Q: 3 clusters Score -1.462857e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 75338 members 
Entering Unmasked Estep 
Score: -14628585.000000 Penalty: 3789.474609
	Iteration 274Q: 3 clusters Score -1.462858e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 75566 members 
Entering Unmasked Estep 
Score: -14628592.000000 Penalty: 3789.474609
	Iteration 275Q: 3 clusters Score -1.462859e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 75827 members 
Entering Unmasked Estep 
Score: -14628612.000000 Penalty: 3789.474609
	Iteration 276Q: 3 clusters Score -1.462861e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 76101 members 
Entering Unmasked Estep 
Score: -14628630.000000 Penalty: 3789.474609
	Iteration 277Q: 3 clusters Score -1.462863e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 76432 members 
Entering Unmasked Estep 
Score: -14628705.000000 Penalty: 3789.474609
	Iteration 278Q: 3 clusters Score -1.46287e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 76763 members 
Entering Unmasked Estep 
Score: -14628731.000000 Penalty: 3789.474609
	Iteration 279Q: 3 clusters Score -1.462873e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 77141 members 
Entering Unmasked Estep 
Score: -14628758.000000 Penalty: 3789.474609
	Iteration 280F: 3 clusters Score -1.462876e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 77533 members 
Entering Unmasked Estep 
Score: -14628773.000000 Penalty: 3789.474609
	Iteration 281Q: 3 clusters Score -1.462877e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 77991 members 
Entering Unmasked Estep 
Score: -14628799.000000 Penalty: 3789.474609
	Iteration 282Q: 3 clusters Score -1.46288e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 78483 members 
Entering Unmasked Estep 
Score: -14628826.000000 Penalty: 3789.474609
	Iteration 283Q: 3 clusters Score -1.462883e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 78990 members 
Entering Unmasked Estep 
Score: -14628805.000000 Penalty: 3789.474609
	Iteration 284Q: 3 clusters Score -1.46288e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 79576 members 
Entering Unmasked Estep 
Score: -14628802.000000 Penalty: 3789.474609
	Iteration 285Q: 3 clusters Score -1.46288e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 80209 members 
Entering Unmasked Estep 
Score: -14628857.000000 Penalty: 3789.474609
	Iteration 286Q: 3 clusters Score -1.462886e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 80909 members 
Entering Unmasked Estep 
Score: -14628948.000000 Penalty: 3789.474609
	Iteration 287Q: 3 clusters Score -1.462895e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 81611 members 
Entering Unmasked Estep 
Score: -14628985.000000 Penalty: 3789.474609
	Iteration 288Q: 3 clusters Score -1.462898e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 82357 members 
Entering Unmasked Estep 
Score: -14629055.000000 Penalty: 3789.474609
	Iteration 289Q: 3 clusters Score -1.462906e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 83194 members 
Entering Unmasked Estep 
Score: -14629161.000000 Penalty: 3789.474609
	Iteration 290Q: 3 clusters Score -1.462916e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 84115 members 
Entering Unmasked Estep 
Score: -14629304.000000 Penalty: 3789.474609
	Iteration 291Q: 3 clusters Score -1.46293e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 85098 members 
Entering Unmasked Estep 
Score: -14629460.000000 Penalty: 3789.474609
	Iteration 292Q: 3 clusters Score -1.462946e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 86139 members 
Entering Unmasked Estep 
Score: -14629649.000000 Penalty: 3789.474609
	Iteration 293Q: 3 clusters Score -1.462965e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 87250 members 
Entering Unmasked Estep 
Score: -14629872.000000 Penalty: 3789.474609
	Iteration 294Q: 3 clusters Score -1.462987e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 88399 members 
Entering Unmasked Estep 
Score: -14630054.000000 Penalty: 3789.474609
	Iteration 295Q: 3 clusters Score -1.463005e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 89635 members 
Entering Unmasked Estep 
Score: -14630264.000000 Penalty: 3789.474609
	Iteration 296Q: 3 clusters Score -1.463026e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 90880 members 
Entering Unmasked Estep 
Score: -14630474.000000 Penalty: 3789.474609
	Iteration 297Q: 3 clusters Score -1.463047e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 92000 members 
Entering Unmasked Estep 
Score: -14630655.000000 Penalty: 3789.474609
	Iteration 298Q: 3 clusters Score -1.463066e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 93002 members 
Entering Unmasked Estep 
Score: -14630783.000000 Penalty: 3789.474609
	Iteration 299Q: 3 clusters Score -1.463078e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 93971 members 
Entering Unmasked Estep 
Score: -14630980.000000 Penalty: 3789.474609
	Iteration 300F: 3 clusters Score -1.463098e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 94942 members 
Entering Unmasked Estep 
Score: -14631098.000000 Penalty: 3789.474609
	Iteration 301Q: 3 clusters Score -1.46311e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 95907 members 
Entering Unmasked Estep 
Score: -14631150.000000 Penalty: 3789.474609
	Iteration 302Q: 3 clusters Score -1.463115e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 96887 members 
Entering Unmasked Estep 
Score: -14631158.000000 Penalty: 3789.474609
	Iteration 303Q: 3 clusters Score -1.463116e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 97840 members 
Entering Unmasked Estep 
Score: -14631089.000000 Penalty: 3789.474609
	Iteration 304Q: 3 clusters Score -1.463109e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 98705 members 
Entering Unmasked Estep 
Score: -14630957.000000 Penalty: 3789.474609
	Iteration 305Q: 3 clusters Score -1.463096e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 99548 members 
Entering Unmasked Estep 
Score: -14630899.000000 Penalty: 3789.474609
	Iteration 306Q: 3 clusters Score -1.46309e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 100315 members 
Entering Unmasked Estep 
Score: -14630834.000000 Penalty: 3789.474609
	Iteration 307Q: 3 clusters Score -1.463083e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 101035 members 
Entering Unmasked Estep 
Score: -14630732.000000 Penalty: 3789.474609
	Iteration 308Q: 3 clusters Score -1.463073e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 101675 members 
Entering Unmasked Estep 
Score: -14630548.000000 Penalty: 3789.474609
	Iteration 309Q: 3 clusters Score -1.463055e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 102231 members 
Entering Unmasked Estep 
Score: -14630327.000000 Penalty: 3789.474609
	Iteration 310Q: 3 clusters Score -1.463033e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 102729 members 
Entering Unmasked Estep 
Score: -14630095.000000 Penalty: 3789.474609
	Iteration 311Q: 3 clusters Score -1.46301e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 103214 members 
Entering Unmasked Estep 
Score: -14629971.000000 Penalty: 3789.474609
	Iteration 312Q: 3 clusters Score -1.462997e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 103629 members 
Entering Unmasked Estep 
Score: -14629781.000000 Penalty: 3789.474609
	Iteration 313Q: 3 clusters Score -1.462978e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 104044 members 
Entering Unmasked Estep 
Score: -14629592.000000 Penalty: 3789.474609
	Iteration 314Q: 3 clusters Score -1.462959e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 104433 members 
Entering Unmasked Estep 
Score: -14629382.000000 Penalty: 3789.474609
	Iteration 315Q: 3 clusters Score -1.462938e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 104761 members 
Entering Unmasked Estep 
Score: -14629259.000000 Penalty: 3789.474609
	Iteration 316Q: 3 clusters Score -1.462926e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 105051 members 
Entering Unmasked Estep 
Score: -14629161.000000 Penalty: 3789.474609
	Iteration 317Q: 3 clusters Score -1.462916e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 105333 members 
Entering Unmasked Estep 
Score: -14629090.000000 Penalty: 3789.474609
	Iteration 318Q: 3 clusters Score -1.462909e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 105560 members 
Entering Unmasked Estep 
Score: -14629000.000000 Penalty: 3789.474609
	Iteration 319Q: 3 clusters Score -1.4629e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 105747 members 
Entering Unmasked Estep 
Score: -14628920.000000 Penalty: 3789.474609
	Iteration 320F: 3 clusters Score -1.462892e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 105927 members 
Entering Unmasked Estep 
Score: -14628808.000000 Penalty: 3789.474609
	Iteration 321Q: 3 clusters Score -1.462881e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 106104 members 
Entering Unmasked Estep 
Score: -14628773.000000 Penalty: 3789.474609
	Iteration 322Q: 3 clusters Score -1.462877e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 106276 members 
Entering Unmasked Estep 
Score: -14628686.000000 Penalty: 3789.474609
	Iteration 323Q: 3 clusters Score -1.462869e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 106449 members 
Entering Unmasked Estep 
Score: -14628591.000000 Penalty: 3789.474609
	Iteration 324Q: 3 clusters Score -1.462859e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 106602 members 
Entering Unmasked Estep 
Score: -14628543.000000 Penalty: 3789.474609
	Iteration 325Q: 3 clusters Score -1.462854e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 106757 members 
Entering Unmasked Estep 
Score: -14628466.000000 Penalty: 3789.474609
	Iteration 326Q: 3 clusters Score -1.462847e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 106895 members 
Entering Unmasked Estep 
Score: -14628377.000000 Penalty: 3789.474609
	Iteration 327Q: 3 clusters Score -1.462838e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 107033 members 
Entering Unmasked Estep 
Score: -14628311.000000 Penalty: 3789.474609
	Iteration 328Q: 3 clusters Score -1.462831e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 107134 members 
Entering Unmasked Estep 
Score: -14628296.000000 Penalty: 3789.474609
	Iteration 329Q: 3 clusters Score -1.46283e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 107261 members 
Entering Unmasked Estep 
Score: -14628292.000000 Penalty: 3789.474609
	Iteration 330Q: 3 clusters Score -1.462829e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 107380 members 
Entering Unmasked Estep 
Score: -14628242.000000 Penalty: 3789.474609
	Iteration 331Q: 3 clusters Score -1.462824e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 107509 members 
Entering Unmasked Estep 
Score: -14628148.000000 Penalty: 3789.474609
	Iteration 332Q: 3 clusters Score -1.462815e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 107642 members 
Entering Unmasked Estep 
Score: -14628113.000000 Penalty: 3789.474609
	Iteration 333Q: 3 clusters Score -1.462811e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 107765 members 
Entering Unmasked Estep 
Score: -14628033.000000 Penalty: 3789.474609
	Iteration 334Q: 3 clusters Score -1.462803e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 107875 members 
Entering Unmasked Estep 
Score: -14627999.000000 Penalty: 3789.474609
	Iteration 335Q: 3 clusters Score -1.4628e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 107981 members 
Entering Unmasked Estep 
Score: -14627966.000000 Penalty: 3789.474609
	Iteration 336Q: 3 clusters Score -1.462797e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 108089 members 
Entering Unmasked Estep 
Score: -14627891.000000 Penalty: 3789.474609
	Iteration 337Q: 3 clusters Score -1.462789e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 108206 members 
Entering Unmasked Estep 
Score: -14627804.000000 Penalty: 3789.474609
	Iteration 338Q: 3 clusters Score -1.46278e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 108324 members 
Entering Unmasked Estep 
Score: -14627807.000000 Penalty: 3789.474609
	Iteration 339Q: 3 clusters Score -1.462781e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 108446 members 
Entering Unmasked Estep 
Score: -14627755.000000 Penalty: 3789.474609
	Iteration 340F: 3 clusters Score -1.462776e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 108548 members 
Entering Unmasked Estep 
Score: -14627705.000000 Penalty: 3789.474609
	Iteration 341Q: 3 clusters Score -1.46277e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 108646 members 
Entering Unmasked Estep 
Score: -14627678.000000 Penalty: 3789.474609
	Iteration 342Q: 3 clusters Score -1.462768e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 108739 members 
Entering Unmasked Estep 
Score: -14627616.000000 Penalty: 3789.474609
	Iteration 343Q: 3 clusters Score -1.462762e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 108815 members 
Entering Unmasked Estep 
Score: -14627603.000000 Penalty: 3789.474609
	Iteration 344Q: 3 clusters Score -1.46276e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 108880 members 
Entering Unmasked Estep 
Score: -14627581.000000 Penalty: 3789.474609
	Iteration 345Q: 3 clusters Score -1.462758e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 108936 members 
Entering Unmasked Estep 
Score: -14627549.000000 Penalty: 3789.474609
	Iteration 346Q: 3 clusters Score -1.462755e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 108986 members 
Entering Unmasked Estep 
Score: -14627519.000000 Penalty: 3789.474609
	Iteration 347Q: 3 clusters Score -1.462752e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 109030 members 
Entering Unmasked Estep 
Score: -14627454.000000 Penalty: 3789.474609
	Iteration 348Q: 3 clusters Score -1.462745e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 109068 members 
Entering Unmasked Estep 
Score: -14627433.000000 Penalty: 3789.474609
	Iteration 349Q: 3 clusters Score -1.462743e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 109104 members 
Entering Unmasked Estep 
Score: -14627415.000000 Penalty: 3789.474609
	Iteration 350Q: 3 clusters Score -1.462742e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 109144 members 
Entering Unmasked Estep 
Score: -14627370.000000 Penalty: 3789.474609
	Iteration 351Q: 3 clusters Score -1.462737e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 109178 members 
Entering Unmasked Estep 
Score: -14627332.000000 Penalty: 3789.474609
	Iteration 352Q: 3 clusters Score -1.462733e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 109203 members 
Entering Unmasked Estep 
Score: -14627318.000000 Penalty: 3789.474609
	Iteration 353Q: 3 clusters Score -1.462732e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 109237 members 
Entering Unmasked Estep 
Score: -14627316.000000 Penalty: 3789.474609
	Iteration 354Q: 3 clusters Score -1.462732e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 109267 members 
Entering Unmasked Estep 
Score: -14627321.000000 Penalty: 3789.474609
	Iteration 355Q: 3 clusters Score -1.462732e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 109300 members 
Entering Unmasked Estep 
Score: -14627313.000000 Penalty: 3789.474609
	Iteration 356Q: 3 clusters Score -1.462731e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 109333 members 
Entering Unmasked Estep 
Score: -14627322.000000 Penalty: 3789.474609
	Iteration 357Q: 3 clusters Score -1.462732e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 109364 members 
Entering Unmasked Estep 
Score: -14627288.000000 Penalty: 3789.474609
	Iteration 358Q: 3 clusters Score -1.462729e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 109390 members 
Entering Unmasked Estep 
Score: -14627294.000000 Penalty: 3789.474609
	Iteration 359Q: 3 clusters Score -1.462729e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 109426 members 
Entering Unmasked Estep 
Score: -14627278.000000 Penalty: 3789.474609
	Iteration 360F: 3 clusters Score -1.462728e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 109458 members 
Entering Unmasked Estep 
Score: -14627252.000000 Penalty: 3789.474609
	Iteration 361Q: 3 clusters Score -1.462725e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 109484 members 
Entering Unmasked Estep 
Score: -14627232.000000 Penalty: 3789.474609
	Iteration 362Q: 3 clusters Score -1.462723e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 109514 members 
Entering Unmasked Estep 
Score: -14627205.000000 Penalty: 3789.474609
	Iteration 363Q: 3 clusters Score -1.46272e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 109541 members 
Entering Unmasked Estep 
Score: -14627213.000000 Penalty: 3789.474609
	Iteration 364Q: 3 clusters Score -1.462721e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 109565 members 
Entering Unmasked Estep 
Score: -14627219.000000 Penalty: 3789.474609
	Iteration 365Q: 3 clusters Score -1.462722e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 109584 members 
Entering Unmasked Estep 
Score: -14627209.000000 Penalty: 3789.474609
	Iteration 366Q: 3 clusters Score -1.462721e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 109602 members 
Entering Unmasked Estep 
Score: -14627215.000000 Penalty: 3789.474609
	Iteration 367Q: 3 clusters Score -1.462722e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 109614 members 
Entering Unmasked Estep 
Score: -14627205.000000 Penalty: 3789.474609
	Iteration 368Q: 3 clusters Score -1.46272e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 109629 members 
Entering Unmasked Estep 
Score: -14627214.000000 Penalty: 3789.474609
	Iteration 369Q: 3 clusters Score -1.462721e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 109650 members 
Entering Unmasked Estep 
Score: -14627185.000000 Penalty: 3789.474609
	Iteration 370Q: 3 clusters Score -1.462718e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 109677 members 
Entering Unmasked Estep 
Score: -14627162.000000 Penalty: 3789.474609
	Iteration 371Q: 3 clusters Score -1.462716e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 109705 members 
Entering Unmasked Estep 
Score: -14627146.000000 Penalty: 3789.474609
	Iteration 372Q: 3 clusters Score -1.462715e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 109730 members 
Entering Unmasked Estep 
Score: -14627136.000000 Penalty: 3789.474609
	Iteration 373Q: 3 clusters Score -1.462714e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 109755 members 
Entering Unmasked Estep 
Score: -14627128.000000 Penalty: 3789.474609
	Iteration 374Q: 3 clusters Score -1.462713e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 109794 members 
Entering Unmasked Estep 
Score: -14627115.000000 Penalty: 3789.474609
	Iteration 375Q: 3 clusters Score -1.462712e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 109834 members 
Entering Unmasked Estep 
Score: -14627094.000000 Penalty: 3789.474609
	Iteration 376Q: 3 clusters Score -1.462709e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 109880 members 
Entering Unmasked Estep 
Score: -14627086.000000 Penalty: 3789.474609
	Iteration 377Q: 3 clusters Score -1.462709e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 109924 members 
Entering Unmasked Estep 
Score: -14627040.000000 Penalty: 3789.474609
	Iteration 378Q: 3 clusters Score -1.462704e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 109966 members 
Entering Unmasked Estep 
Score: -14627021.000000 Penalty: 3789.474609
	Iteration 379Q: 3 clusters Score -1.462702e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 110003 members 
Entering Unmasked Estep 
Score: -14627001.000000 Penalty: 3789.474609
	Iteration 380F: 3 clusters Score -1.4627e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 110037 members 
Entering Unmasked Estep 
Score: -14626974.000000 Penalty: 3789.474609
	Iteration 381Q: 3 clusters Score -1.462697e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 110068 members 
Entering Unmasked Estep 
Score: -14626956.000000 Penalty: 3789.474609
	Iteration 382Q: 3 clusters Score -1.462696e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 110100 members 
Entering Unmasked Estep 
Score: -14626956.000000 Penalty: 3789.474609
	Iteration 383Q: 3 clusters Score -1.462696e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 110130 members 
Entering Unmasked Estep 
Score: -14626951.000000 Penalty: 3789.474609
	Iteration 384Q: 3 clusters Score -1.462695e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 110160 members 
Entering Unmasked Estep 
Score: -14626934.000000 Penalty: 3789.474609
	Iteration 385Q: 3 clusters Score -1.462693e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 110188 members 
Entering Unmasked Estep 
Score: -14626961.000000 Penalty: 3789.474609
	Iteration 386Q: 3 clusters Score -1.462696e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 110215 members 
Entering Unmasked Estep 
Score: -14626923.000000 Penalty: 3789.474609
	Iteration 387Q: 3 clusters Score -1.462692e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 110251 members 
Entering Unmasked Estep 
Score: -14626931.000000 Penalty: 3789.474609
	Iteration 388Q: 3 clusters Score -1.462693e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 110288 members 
Entering Unmasked Estep 
Score: -14626917.000000 Penalty: 3789.474609
	Iteration 389Q: 3 clusters Score -1.462692e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 110328 members 
Entering Unmasked Estep 
Score: -14626890.000000 Penalty: 3789.474609
	Iteration 390Q: 3 clusters Score -1.462689e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 110376 members 
Entering Unmasked Estep 
Score: -14626880.000000 Penalty: 3789.474609
	Iteration 391Q: 3 clusters Score -1.462688e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 110427 members 
Entering Unmasked Estep 
Score: -14626856.000000 Penalty: 3789.474609
	Iteration 392Q: 3 clusters Score -1.462686e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 110472 members 
Entering Unmasked Estep 
Score: -14626830.000000 Penalty: 3789.474609
	Iteration 393Q: 3 clusters Score -1.462683e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 110520 members 
Entering Unmasked Estep 
Score: -14626825.000000 Penalty: 3789.474609
	Iteration 394Q: 3 clusters Score -1.462682e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 110561 members 
Entering Unmasked Estep 
Score: -14626826.000000 Penalty: 3789.474609
	Iteration 395Q: 3 clusters Score -1.462683e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 110598 members 
Entering Unmasked Estep 
Score: -14626794.000000 Penalty: 3789.474609
	Iteration 396Q: 3 clusters Score -1.462679e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 110632 members 
Entering Unmasked Estep 
Score: -14626775.000000 Penalty: 3789.474609
	Iteration 397Q: 3 clusters Score -1.462678e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 110657 members 
Entering Unmasked Estep 
Score: -14626754.000000 Penalty: 3789.474609
	Iteration 398Q: 3 clusters Score -1.462675e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 110688 members 
Entering Unmasked Estep 
Score: -14626747.000000 Penalty: 3789.474609
	Iteration 399Q: 3 clusters Score -1.462675e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 110722 members 
Entering Unmasked Estep 
Score: -14626736.000000 Penalty: 3789.474609
	Iteration 400F: 3 clusters Score -1.462674e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 110746 members 
Entering Unmasked Estep 
Score: -14626717.000000 Penalty: 3789.474609
	Iteration 401Q: 3 clusters Score -1.462672e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 110780 members 
Entering Unmasked Estep 
Score: -14626731.000000 Penalty: 3789.474609
	Iteration 402Q: 3 clusters Score -1.462673e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 110815 members 
Entering Unmasked Estep 
Score: -14626728.000000 Penalty: 3789.474609
	Iteration 403Q: 3 clusters Score -1.462673e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 110847 members 
Entering Unmasked Estep 
Score: -14626719.000000 Penalty: 3789.474609
	Iteration 404Q: 3 clusters Score -1.462672e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 110867 members 
Entering Unmasked Estep 
Score: -14626729.000000 Penalty: 3789.474609
	Iteration 405Q: 3 clusters Score -1.462673e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 110885 members 
Entering Unmasked Estep 
Score: -14626740.000000 Penalty: 3789.474609
	Iteration 406Q: 3 clusters Score -1.462674e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 110907 members 
Entering Unmasked Estep 
Score: -14626710.000000 Penalty: 3789.474609
	Iteration 407Q: 3 clusters Score -1.462671e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 110933 members 
Entering Unmasked Estep 
Score: -14626691.000000 Penalty: 3789.474609
	Iteration 408Q: 3 clusters Score -1.462669e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 110944 members 
Entering Unmasked Estep 
Score: -14626693.000000 Penalty: 3789.474609
	Iteration 409Q: 3 clusters Score -1.462669e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 110954 members 
Entering Unmasked Estep 
Score: -14626675.000000 Penalty: 3789.474609
	Iteration 410Q: 3 clusters Score -1.462668e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 110972 members 
Entering Unmasked Estep 
Score: -14626665.000000 Penalty: 3789.474609
	Iteration 411Q: 3 clusters Score -1.462666e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 110989 members 
Entering Unmasked Estep 
Score: -14626643.000000 Penalty: 3789.474609
	Iteration 412Q: 3 clusters Score -1.462664e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 111004 members 
Entering Unmasked Estep 
Score: -14626633.000000 Penalty: 3789.474609
	Iteration 413Q: 3 clusters Score -1.462663e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 111025 members 
Entering Unmasked Estep 
Score: -14626615.000000 Penalty: 3789.474609
	Iteration 414Q: 3 clusters Score -1.462662e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 111049 members 
Entering Unmasked Estep 
Score: -14626609.000000 Penalty: 3789.474609
	Iteration 415Q: 3 clusters Score -1.462661e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 111071 members 
Entering Unmasked Estep 
Score: -14626618.000000 Penalty: 3789.474609
	Iteration 416Q: 3 clusters Score -1.462662e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 111103 members 
Entering Unmasked Estep 
Score: -14626620.000000 Penalty: 3789.474609
	Iteration 417Q: 3 clusters Score -1.462662e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 111119 members 
Entering Unmasked Estep 
Score: -14626614.000000 Penalty: 3789.474609
	Iteration 418Q: 3 clusters Score -1.462661e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 111138 members 
Entering Unmasked Estep 
Score: -14626597.000000 Penalty: 3789.474609
	Iteration 419Q: 3 clusters Score -1.46266e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 111156 members 
Entering Unmasked Estep 
Score: -14626589.000000 Penalty: 3789.474609
	Iteration 420F: 3 clusters Score -1.462659e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 111169 members 
Entering Unmasked Estep 
Score: -14626590.000000 Penalty: 3789.474609
	Iteration 421Q: 3 clusters Score -1.462659e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 111182 members 
Entering Unmasked Estep 
Score: -14626574.000000 Penalty: 3789.474609
	Iteration 422Q: 3 clusters Score -1.462657e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 111194 members 
Entering Unmasked Estep 
Score: -14626570.000000 Penalty: 3789.474609
	Iteration 423Q: 3 clusters Score -1.462657e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 111202 members 
Entering Unmasked Estep 
Score: -14626554.000000 Penalty: 3789.474609
	Iteration 424Q: 3 clusters Score -1.462655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 111209 members 
Entering Unmasked Estep 
Score: -14626542.000000 Penalty: 3789.474609
	Iteration 425Q: 3 clusters Score -1.462654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 111211 members 
Entering Unmasked Estep 
Score: -14626551.000000 Penalty: 3789.474609
	Iteration 426Q: 3 clusters Score -1.462655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 111217 members 
Entering Unmasked Estep 
Score: -14626562.000000 Penalty: 3789.474609
	Iteration 427Q: 3 clusters Score -1.462656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 111222 members 
Entering Unmasked Estep 
Score: -14626568.000000 Penalty: 3789.474609
	Iteration 428Q: 3 clusters Score -1.462657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 111226 members 
Entering Unmasked Estep 
Score: -14626561.000000 Penalty: 3789.474609
	Iteration 429Q: 3 clusters Score -1.462656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 111225 members 
Entering Unmasked Estep 
Score: -14626568.000000 Penalty: 3789.474609
	Iteration 430Q: 3 clusters Score -1.462657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 111226 members 
Entering Unmasked Estep 
Score: -14626557.000000 Penalty: 3789.474609
	Iteration 431Q: 3 clusters Score -1.462656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 111229 members 
Entering Unmasked Estep 
Score: -14626558.000000 Penalty: 3789.474609
	Iteration 432Q: 3 clusters Score -1.462656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 111232 members 
Entering Unmasked Estep 
Score: -14626548.000000 Penalty: 3789.474609
	Iteration 433Q: 3 clusters Score -1.462655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 111235 members 
Entering Unmasked Estep 
Score: -14626556.000000 Penalty: 3789.474609
	Iteration 434Q: 3 clusters Score -1.462656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 111236 members 
Entering Unmasked Estep 
Score: -14626559.000000 Penalty: 3789.474609
	Iteration 435Q: 3 clusters Score -1.462656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 111238 members 
Entering Unmasked Estep 
Score: -14626560.000000 Penalty: 3789.474609
	Iteration 436Q: 3 clusters Score -1.462656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 111240 members 
Entering Unmasked Estep 
Score: -14626554.000000 Penalty: 3789.474609
	Iteration 437Q: 3 clusters Score -1.462655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 111240 members 
Entering Unmasked Estep 
Score: -14626554.000000 Penalty: 3789.474609
	Iteration 438F: 3 clusters Score -1.462655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 117024 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 5 contains 39680 members 
Mstep: Class 6 contains 36176 members 
Mstep: Class 7 contains 18050 members 
Mstep: Class 8 contains 4595 members 
Mstep: Class 9 contains 119920 members 
Mstep: Class 10 contains 105391 members 
Mstep: Class 11 contains 8628 members 
Mstep: Class 12 contains 2713 members 
Mstep: Class 13 contains 111198 members 
Mstep: Class 14 contains 35671 members 
Mstep: Class 15 contains 138669 members 
Mstep: Class 16 contains 9054 members 
Mstep: Class 17 contains 8564 members 
Mstep: Class 18 contains 17462 members 
Mstep: Class 19 contains 15107 members 
Mstep: Class 20 contains 6977 members 
Mstep: Class 21 contains 1674 members 
Mstep: Class 22 contains 7357 members 
Mstep: Class 23 contains 111240 members 
Entering Unmasked Estep 
Score: -111629144.000000 Penalty: 51317.492188
Splitting cluster 8 changes total score from -111620512.000000 to -111629144.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (119920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119920 members 
Entering Unmasked Estep 
Score: -14892057.000000 Penalty: 1900.369263
	Iteration 0F: 2 clusters Score -1.489206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60220 members 
Mstep: Class 2 contains 59700 members 
Entering Unmasked Estep 
Score: -14823082.000000 Penalty: 3800.738525
	Iteration 0F: 3 clusters Score -1.482308e+07 nChanged 57713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64603 members 
Mstep: Class 2 contains 55317 members 
Entering Unmasked Estep 
Score: -14857886.000000 Penalty: 3800.738525
	Iteration 1F: 3 clusters Score -1.485789e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67514 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -14860547.000000 Penalty: 3800.738525
	Iteration 2Q: 3 clusters Score -1.486055e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71995 members 
Mstep: Class 2 contains 47925 members 
Entering Unmasked Estep 
Score: -14864699.000000 Penalty: 3800.738525
	Iteration 3F: 3 clusters Score -1.48647e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78073 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -14870310.000000 Penalty: 3800.738525
	Iteration 4F: 3 clusters Score -1.487031e+07 nChanged 9454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85311 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -14877745.000000 Penalty: 3800.738525
	Iteration 5F: 3 clusters Score -1.487774e+07 nChanged 9154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92421 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -14885627.000000 Penalty: 3800.738525
	Iteration 6F: 3 clusters Score -1.488563e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98129 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -14891486.000000 Penalty: 3800.738525
	Iteration 7F: 3 clusters Score -1.489149e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102130 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -14894911.000000 Penalty: 3800.738525
	Iteration 8Q: 3 clusters Score -1.489491e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104488 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -14896372.000000 Penalty: 3800.738525
	Iteration 9Q: 3 clusters Score -1.489637e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105985 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -14897101.000000 Penalty: 3800.738525
	Iteration 10Q: 3 clusters Score -1.48971e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106922 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -14897524.000000 Penalty: 3800.738525
	Iteration 11Q: 3 clusters Score -1.489752e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107541 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -14897769.000000 Penalty: 3800.738525
	Iteration 12Q: 3 clusters Score -1.489777e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -14897943.000000 Penalty: 3800.738525
	Iteration 13Q: 3 clusters Score -1.489794e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108160 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -14898035.000000 Penalty: 3800.738525
	Iteration 14Q: 3 clusters Score -1.489804e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108244 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -14898042.000000 Penalty: 3800.738525
	Iteration 15Q: 3 clusters Score -1.489804e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108271 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -14898033.000000 Penalty: 3800.738525
	Iteration 16Q: 3 clusters Score -1.489803e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108263 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -14898026.000000 Penalty: 3800.738525
	Iteration 17Q: 3 clusters Score -1.489803e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108259 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -14898076.000000 Penalty: 3800.738525
	Iteration 18Q: 3 clusters Score -1.489808e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108247 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -14898086.000000 Penalty: 3800.738525
	Iteration 19Q: 3 clusters Score -1.489809e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108240 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -14898111.000000 Penalty: 3800.738525
	Iteration 20F: 3 clusters Score -1.489811e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108243 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -14898135.000000 Penalty: 3800.738525
	Iteration 21Q: 3 clusters Score -1.489814e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108231 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -14898116.000000 Penalty: 3800.738525
	Iteration 22Q: 3 clusters Score -1.489812e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108207 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -14898130.000000 Penalty: 3800.738525
	Iteration 23Q: 3 clusters Score -1.489813e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108193 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -14898111.000000 Penalty: 3800.738525
	Iteration 24Q: 3 clusters Score -1.489811e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108175 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -14898136.000000 Penalty: 3800.738525
	Iteration 25Q: 3 clusters Score -1.489814e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108162 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -14898128.000000 Penalty: 3800.738525
	Iteration 26Q: 3 clusters Score -1.489813e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108151 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -14898144.000000 Penalty: 3800.738525
	Iteration 27Q: 3 clusters Score -1.489814e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108145 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -14898144.000000 Penalty: 3800.738525
	Iteration 28Q: 3 clusters Score -1.489814e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108134 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -14898138.000000 Penalty: 3800.738525
	Iteration 29Q: 3 clusters Score -1.489814e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108133 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -14898140.000000 Penalty: 3800.738525
	Iteration 30Q: 3 clusters Score -1.489814e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108135 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -14898134.000000 Penalty: 3800.738525
	Iteration 31Q: 3 clusters Score -1.489813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108136 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -14898139.000000 Penalty: 3800.738525
	Iteration 32Q: 3 clusters Score -1.489814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108135 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -14898118.000000 Penalty: 3800.738525
	Iteration 33Q: 3 clusters Score -1.489812e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108135 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -14898122.000000 Penalty: 3800.738525
	Iteration 34Q: 3 clusters Score -1.489812e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108134 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -14898105.000000 Penalty: 3800.738525
	Iteration 35Q: 3 clusters Score -1.48981e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108135 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -14898119.000000 Penalty: 3800.738525
	Iteration 36Q: 3 clusters Score -1.489812e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108139 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -14898107.000000 Penalty: 3800.738525
	Iteration 37Q: 3 clusters Score -1.489811e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108134 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -14898103.000000 Penalty: 3800.738525
	Iteration 38Q: 3 clusters Score -1.48981e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108131 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -14898108.000000 Penalty: 3800.738525
	Iteration 39Q: 3 clusters Score -1.489811e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108128 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -14898105.000000 Penalty: 3800.738525
	Iteration 40F: 3 clusters Score -1.48981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108129 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -14898110.000000 Penalty: 3800.738525
	Iteration 41Q: 3 clusters Score -1.489811e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108132 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -14898105.000000 Penalty: 3800.738525
	Iteration 42Q: 3 clusters Score -1.48981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108135 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -14898110.000000 Penalty: 3800.738525
	Iteration 43Q: 3 clusters Score -1.489811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108136 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -14898101.000000 Penalty: 3800.738525
	Iteration 44Q: 3 clusters Score -1.48981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108137 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -14898110.000000 Penalty: 3800.738525
	Iteration 45Q: 3 clusters Score -1.489811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108137 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -14898117.000000 Penalty: 3800.738525
	Iteration 46Q: 3 clusters Score -1.489812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108136 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -14898117.000000 Penalty: 3800.738525
	Iteration 47Q: 3 clusters Score -1.489812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108134 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -14898113.000000 Penalty: 3800.738525
	Iteration 48Q: 3 clusters Score -1.489811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108135 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -14898110.000000 Penalty: 3800.738525
	Iteration 49Q: 3 clusters Score -1.489811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108137 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -14898108.000000 Penalty: 3800.738525
	Iteration 50Q: 3 clusters Score -1.489811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108138 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -14898114.000000 Penalty: 3800.738525
	Iteration 51Q: 3 clusters Score -1.489811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108141 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -14898122.000000 Penalty: 3800.738525
	Iteration 52Q: 3 clusters Score -1.489812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108141 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -14898122.000000 Penalty: 3800.738525
	Iteration 53F: 3 clusters Score -1.489812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 117024 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 5 contains 39680 members 
Mstep: Class 6 contains 36176 members 
Mstep: Class 7 contains 18050 members 
Mstep: Class 8 contains 4595 members 
Mstep: Class 9 contains 108141 members 
Mstep: Class 10 contains 105391 members 
Mstep: Class 11 contains 8628 members 
Mstep: Class 12 contains 2713 members 
Mstep: Class 13 contains 111198 members 
Mstep: Class 14 contains 35671 members 
Mstep: Class 15 contains 138669 members 
Mstep: Class 16 contains 9054 members 
Mstep: Class 17 contains 8564 members 
Mstep: Class 18 contains 17462 members 
Mstep: Class 19 contains 15107 members 
Mstep: Class 20 contains 6977 members 
Mstep: Class 21 contains 1674 members 
Mstep: Class 22 contains 7357 members 
Mstep: Class 23 contains 111240 members 
Mstep: Class 24 contains 11779 members 
Entering Unmasked Estep 
Score: -111635576.000000 Penalty: 53548.687500
Splitting cluster 9 changes total score from -111620512.000000 to -111635576.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (105391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105391 members 
Entering Unmasked Estep 
Score: -13136336.000000 Penalty: 1879.382812
	Iteration 0F: 2 clusters Score -1.313634e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52646 members 
Mstep: Class 2 contains 52745 members 
Entering Unmasked Estep 
Score: -13070981.000000 Penalty: 3758.765625
	Iteration 0F: 3 clusters Score -1.307098e+07 nChanged 50389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51779 members 
Mstep: Class 2 contains 53612 members 
Entering Unmasked Estep 
Score: -13100663.000000 Penalty: 3758.765625
	Iteration 1F: 3 clusters Score -1.310066e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51287 members 
Mstep: Class 2 contains 54104 members 
Entering Unmasked Estep 
Score: -13102039.000000 Penalty: 3758.765625
	Iteration 2Q: 3 clusters Score -1.310204e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50589 members 
Mstep: Class 2 contains 54802 members 
Entering Unmasked Estep 
Score: -13103512.000000 Penalty: 3758.765625
	Iteration 3Q: 3 clusters Score -1.310351e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49697 members 
Mstep: Class 2 contains 55694 members 
Entering Unmasked Estep 
Score: -13105345.000000 Penalty: 3758.765625
	Iteration 4Q: 3 clusters Score -1.310534e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48555 members 
Mstep: Class 2 contains 56836 members 
Entering Unmasked Estep 
Score: -13107544.000000 Penalty: 3758.765625
	Iteration 5Q: 3 clusters Score -1.310754e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 58087 members 
Entering Unmasked Estep 
Score: -13110304.000000 Penalty: 3758.765625
	Iteration 6F: 3 clusters Score -1.31103e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 59389 members 
Entering Unmasked Estep 
Score: -13114003.000000 Penalty: 3758.765625
	Iteration 7F: 3 clusters Score -1.3114e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -13118536.000000 Penalty: 3758.765625
	Iteration 8F: 3 clusters Score -1.311854e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 61624 members 
Entering Unmasked Estep 
Score: -13122508.000000 Penalty: 3758.765625
	Iteration 9F: 3 clusters Score -1.312251e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 62403 members 
Entering Unmasked Estep 
Score: -13124655.000000 Penalty: 3758.765625
	Iteration 10Q: 3 clusters Score -1.312466e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 63170 members 
Entering Unmasked Estep 
Score: -13125564.000000 Penalty: 3758.765625
	Iteration 11Q: 3 clusters Score -1.312556e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 63891 members 
Entering Unmasked Estep 
Score: -13126148.000000 Penalty: 3758.765625
	Iteration 12Q: 3 clusters Score -1.312615e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 64678 members 
Entering Unmasked Estep 
Score: -13126522.000000 Penalty: 3758.765625
	Iteration 13Q: 3 clusters Score -1.312652e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 65533 members 
Entering Unmasked Estep 
Score: -13126896.000000 Penalty: 3758.765625
	Iteration 14Q: 3 clusters Score -1.31269e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 66478 members 
Entering Unmasked Estep 
Score: -13127274.000000 Penalty: 3758.765625
	Iteration 15Q: 3 clusters Score -1.312727e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 67515 members 
Entering Unmasked Estep 
Score: -13127616.000000 Penalty: 3758.765625
	Iteration 16Q: 3 clusters Score -1.312762e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 68578 members 
Entering Unmasked Estep 
Score: -13127993.000000 Penalty: 3758.765625
	Iteration 17Q: 3 clusters Score -1.312799e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 69635 members 
Entering Unmasked Estep 
Score: -13128321.000000 Penalty: 3758.765625
	Iteration 18Q: 3 clusters Score -1.312832e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 70715 members 
Entering Unmasked Estep 
Score: -13128610.000000 Penalty: 3758.765625
	Iteration 19Q: 3 clusters Score -1.312861e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 71823 members 
Entering Unmasked Estep 
Score: -13128907.000000 Penalty: 3758.765625
	Iteration 20F: 3 clusters Score -1.312891e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 72949 members 
Entering Unmasked Estep 
Score: -13129222.000000 Penalty: 3758.765625
	Iteration 21Q: 3 clusters Score -1.312922e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 74150 members 
Entering Unmasked Estep 
Score: -13129541.000000 Penalty: 3758.765625
	Iteration 22Q: 3 clusters Score -1.312954e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 75397 members 
Entering Unmasked Estep 
Score: -13129926.000000 Penalty: 3758.765625
	Iteration 23Q: 3 clusters Score -1.312993e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 76703 members 
Entering Unmasked Estep 
Score: -13130328.000000 Penalty: 3758.765625
	Iteration 24Q: 3 clusters Score -1.313033e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 77932 members 
Entering Unmasked Estep 
Score: -13130609.000000 Penalty: 3758.765625
	Iteration 25Q: 3 clusters Score -1.313061e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 79185 members 
Entering Unmasked Estep 
Score: -13131035.000000 Penalty: 3758.765625
	Iteration 26Q: 3 clusters Score -1.313104e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 80556 members 
Entering Unmasked Estep 
Score: -13131407.000000 Penalty: 3758.765625
	Iteration 27Q: 3 clusters Score -1.313141e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 81959 members 
Entering Unmasked Estep 
Score: -13131861.000000 Penalty: 3758.765625
	Iteration 28Q: 3 clusters Score -1.313186e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 83439 members 
Entering Unmasked Estep 
Score: -13132367.000000 Penalty: 3758.765625
	Iteration 29Q: 3 clusters Score -1.313237e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 84910 members 
Entering Unmasked Estep 
Score: -13132873.000000 Penalty: 3758.765625
	Iteration 30Q: 3 clusters Score -1.313287e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 86449 members 
Entering Unmasked Estep 
Score: -13133489.000000 Penalty: 3758.765625
	Iteration 31Q: 3 clusters Score -1.313349e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 88011 members 
Entering Unmasked Estep 
Score: -13134130.000000 Penalty: 3758.765625
	Iteration 32Q: 3 clusters Score -1.313413e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 89441 members 
Entering Unmasked Estep 
Score: -13134701.000000 Penalty: 3758.765625
	Iteration 33Q: 3 clusters Score -1.31347e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 90838 members 
Entering Unmasked Estep 
Score: -13135342.000000 Penalty: 3758.765625
	Iteration 34Q: 3 clusters Score -1.313534e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 92171 members 
Entering Unmasked Estep 
Score: -13135930.000000 Penalty: 3758.765625
	Iteration 35Q: 3 clusters Score -1.313593e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 93361 members 
Entering Unmasked Estep 
Score: -13136346.000000 Penalty: 3758.765625
	Iteration 36Q: 3 clusters Score -1.313635e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 94497 members 
Entering Unmasked Estep 
Score: -13136622.000000 Penalty: 3758.765625
	Iteration 37Q: 3 clusters Score -1.313662e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 95449 members 
Entering Unmasked Estep 
Score: -13136776.000000 Penalty: 3758.765625
	Iteration 38Q: 3 clusters Score -1.313678e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 96262 members 
Entering Unmasked Estep 
Score: -13136957.000000 Penalty: 3758.765625
	Iteration 39Q: 3 clusters Score -1.313696e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 97005 members 
Entering Unmasked Estep 
Score: -13137022.000000 Penalty: 3758.765625
	Iteration 40F: 3 clusters Score -1.313702e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 97643 members 
Entering Unmasked Estep 
Score: -13137133.000000 Penalty: 3758.765625
	Iteration 41Q: 3 clusters Score -1.313713e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 98201 members 
Entering Unmasked Estep 
Score: -13137221.000000 Penalty: 3758.765625
	Iteration 42Q: 3 clusters Score -1.313722e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 98696 members 
Entering Unmasked Estep 
Score: -13137294.000000 Penalty: 3758.765625
	Iteration 43Q: 3 clusters Score -1.313729e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 99152 members 
Entering Unmasked Estep 
Score: -13137293.000000 Penalty: 3758.765625
	Iteration 44Q: 3 clusters Score -1.313729e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 99551 members 
Entering Unmasked Estep 
Score: -13137332.000000 Penalty: 3758.765625
	Iteration 45Q: 3 clusters Score -1.313733e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 99897 members 
Entering Unmasked Estep 
Score: -13137358.000000 Penalty: 3758.765625
	Iteration 46Q: 3 clusters Score -1.313736e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 100203 members 
Entering Unmasked Estep 
Score: -13137350.000000 Penalty: 3758.765625
	Iteration 47Q: 3 clusters Score -1.313735e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 100446 members 
Entering Unmasked Estep 
Score: -13137355.000000 Penalty: 3758.765625
	Iteration 48Q: 3 clusters Score -1.313736e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 100675 members 
Entering Unmasked Estep 
Score: -13137330.000000 Penalty: 3758.765625
	Iteration 49Q: 3 clusters Score -1.313733e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 100868 members 
Entering Unmasked Estep 
Score: -13137338.000000 Penalty: 3758.765625
	Iteration 50Q: 3 clusters Score -1.313734e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 101013 members 
Entering Unmasked Estep 
Score: -13137330.000000 Penalty: 3758.765625
	Iteration 51Q: 3 clusters Score -1.313733e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 101163 members 
Entering Unmasked Estep 
Score: -13137336.000000 Penalty: 3758.765625
	Iteration 52Q: 3 clusters Score -1.313734e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 101315 members 
Entering Unmasked Estep 
Score: -13137360.000000 Penalty: 3758.765625
	Iteration 53Q: 3 clusters Score -1.313736e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 101452 members 
Entering Unmasked Estep 
Score: -13137382.000000 Penalty: 3758.765625
	Iteration 54Q: 3 clusters Score -1.313738e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 101562 members 
Entering Unmasked Estep 
Score: -13137386.000000 Penalty: 3758.765625
	Iteration 55Q: 3 clusters Score -1.313739e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 101653 members 
Entering Unmasked Estep 
Score: -13137369.000000 Penalty: 3758.765625
	Iteration 56Q: 3 clusters Score -1.313737e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 101741 members 
Entering Unmasked Estep 
Score: -13137351.000000 Penalty: 3758.765625
	Iteration 57Q: 3 clusters Score -1.313735e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 101813 members 
Entering Unmasked Estep 
Score: -13137352.000000 Penalty: 3758.765625
	Iteration 58Q: 3 clusters Score -1.313735e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 101886 members 
Entering Unmasked Estep 
Score: -13137345.000000 Penalty: 3758.765625
	Iteration 59Q: 3 clusters Score -1.313734e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 101941 members 
Entering Unmasked Estep 
Score: -13137357.000000 Penalty: 3758.765625
	Iteration 60F: 3 clusters Score -1.313736e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 101981 members 
Entering Unmasked Estep 
Score: -13137339.000000 Penalty: 3758.765625
	Iteration 61Q: 3 clusters Score -1.313734e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 102014 members 
Entering Unmasked Estep 
Score: -13137335.000000 Penalty: 3758.765625
	Iteration 62Q: 3 clusters Score -1.313734e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 102052 members 
Entering Unmasked Estep 
Score: -13137338.000000 Penalty: 3758.765625
	Iteration 63Q: 3 clusters Score -1.313734e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 102093 members 
Entering Unmasked Estep 
Score: -13137336.000000 Penalty: 3758.765625
	Iteration 64Q: 3 clusters Score -1.313734e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 102124 members 
Entering Unmasked Estep 
Score: -13137345.000000 Penalty: 3758.765625
	Iteration 65Q: 3 clusters Score -1.313734e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 102150 members 
Entering Unmasked Estep 
Score: -13137346.000000 Penalty: 3758.765625
	Iteration 66Q: 3 clusters Score -1.313735e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 102178 members 
Entering Unmasked Estep 
Score: -13137335.000000 Penalty: 3758.765625
	Iteration 67Q: 3 clusters Score -1.313734e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 102206 members 
Entering Unmasked Estep 
Score: -13137343.000000 Penalty: 3758.765625
	Iteration 68Q: 3 clusters Score -1.313734e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 102243 members 
Entering Unmasked Estep 
Score: -13137331.000000 Penalty: 3758.765625
	Iteration 69Q: 3 clusters Score -1.313733e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 102271 members 
Entering Unmasked Estep 
Score: -13137314.000000 Penalty: 3758.765625
	Iteration 70Q: 3 clusters Score -1.313731e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 102302 members 
Entering Unmasked Estep 
Score: -13137320.000000 Penalty: 3758.765625
	Iteration 71Q: 3 clusters Score -1.313732e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 102331 members 
Entering Unmasked Estep 
Score: -13137320.000000 Penalty: 3758.765625
	Iteration 72Q: 3 clusters Score -1.313732e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 102354 members 
Entering Unmasked Estep 
Score: -13137334.000000 Penalty: 3758.765625
	Iteration 73Q: 3 clusters Score -1.313733e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 102380 members 
Entering Unmasked Estep 
Score: -13137325.000000 Penalty: 3758.765625
	Iteration 74Q: 3 clusters Score -1.313732e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 102392 members 
Entering Unmasked Estep 
Score: -13137340.000000 Penalty: 3758.765625
	Iteration 75Q: 3 clusters Score -1.313734e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 102397 members 
Entering Unmasked Estep 
Score: -13137334.000000 Penalty: 3758.765625
	Iteration 76Q: 3 clusters Score -1.313733e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 102407 members 
Entering Unmasked Estep 
Score: -13137329.000000 Penalty: 3758.765625
	Iteration 77Q: 3 clusters Score -1.313733e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 102415 members 
Entering Unmasked Estep 
Score: -13137323.000000 Penalty: 3758.765625
	Iteration 78Q: 3 clusters Score -1.313732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 102418 members 
Entering Unmasked Estep 
Score: -13137326.000000 Penalty: 3758.765625
	Iteration 79Q: 3 clusters Score -1.313733e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 102419 members 
Entering Unmasked Estep 
Score: -13137329.000000 Penalty: 3758.765625
	Iteration 80F: 3 clusters Score -1.313733e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 102424 members 
Entering Unmasked Estep 
Score: -13137321.000000 Penalty: 3758.765625
	Iteration 81Q: 3 clusters Score -1.313732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 102428 members 
Entering Unmasked Estep 
Score: -13137319.000000 Penalty: 3758.765625
	Iteration 82Q: 3 clusters Score -1.313732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 102433 members 
Entering Unmasked Estep 
Score: -13137309.000000 Penalty: 3758.765625
	Iteration 83Q: 3 clusters Score -1.313731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 102437 members 
Entering Unmasked Estep 
Score: -13137327.000000 Penalty: 3758.765625
	Iteration 84Q: 3 clusters Score -1.313733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 102441 members 
Entering Unmasked Estep 
Score: -13137328.000000 Penalty: 3758.765625
	Iteration 85Q: 3 clusters Score -1.313733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 102441 members 
Entering Unmasked Estep 
Score: -13137320.000000 Penalty: 3758.765625
	Iteration 86Q: 3 clusters Score -1.313732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 102442 members 
Entering Unmasked Estep 
Score: -13137318.000000 Penalty: 3758.765625
	Iteration 87Q: 3 clusters Score -1.313732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 102443 members 
Entering Unmasked Estep 
Score: -13137319.000000 Penalty: 3758.765625
	Iteration 88Q: 3 clusters Score -1.313732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 102445 members 
Entering Unmasked Estep 
Score: -13137311.000000 Penalty: 3758.765625
	Iteration 89Q: 3 clusters Score -1.313731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 102449 members 
Entering Unmasked Estep 
Score: -13137319.000000 Penalty: 3758.765625
	Iteration 90Q: 3 clusters Score -1.313732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 102450 members 
Entering Unmasked Estep 
Score: -13137314.000000 Penalty: 3758.765625
	Iteration 91Q: 3 clusters Score -1.313731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 102451 members 
Entering Unmasked Estep 
Score: -13137312.000000 Penalty: 3758.765625
	Iteration 92Q: 3 clusters Score -1.313731e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 102451 members 
Entering Unmasked Estep 
Score: -13137312.000000 Penalty: 3758.765625
	Iteration 93F: 3 clusters Score -1.313731e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 117024 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 5 contains 39680 members 
Mstep: Class 6 contains 36176 members 
Mstep: Class 7 contains 18050 members 
Mstep: Class 8 contains 4595 members 
Mstep: Class 9 contains 108141 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 8628 members 
Mstep: Class 12 contains 2713 members 
Mstep: Class 13 contains 111198 members 
Mstep: Class 14 contains 35671 members 
Mstep: Class 15 contains 138669 members 
Mstep: Class 16 contains 9054 members 
Mstep: Class 17 contains 8564 members 
Mstep: Class 18 contains 17462 members 
Mstep: Class 19 contains 15107 members 
Mstep: Class 20 contains 6977 members 
Mstep: Class 21 contains 1674 members 
Mstep: Class 22 contains 7357 members 
Mstep: Class 23 contains 111240 members 
Mstep: Class 24 contains 11779 members 
Mstep: Class 25 contains 102451 members 
Entering Unmasked Estep 
Score: -111636432.000000 Penalty: 55779.882812
Splitting cluster 10 changes total score from -111620512.000000 to -111636432.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (8628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Entering Unmasked Estep 
Score: -986418.562500 Penalty: 1472.699829
	Iteration 0F: 2 clusters Score -986418.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -980306.000000 Penalty: 2945.399658
	Iteration 0F: 3 clusters Score -980306 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -984667.062500 Penalty: 2945.399658
	Iteration 1F: 3 clusters Score -984667.1 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -987547.375000 Penalty: 2945.399658
	Iteration 2F: 3 clusters Score -987547.4 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -988947.562500 Penalty: 2945.399658
	Iteration 3F: 3 clusters Score -988947.6 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -989999.125000 Penalty: 2945.399658
	Iteration 4F: 3 clusters Score -989999.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -990733.812500 Penalty: 2945.399658
	Iteration 5F: 3 clusters Score -990733.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -991102.187500 Penalty: 2945.399658
	Iteration 6Q: 3 clusters Score -991102.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -991288.937500 Penalty: 2945.399658
	Iteration 7Q: 3 clusters Score -991288.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -991383.562500 Penalty: 2945.399658
	Iteration 8Q: 3 clusters Score -991383.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -991448.437500 Penalty: 2945.399658
	Iteration 9Q: 3 clusters Score -991448.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -991494.125000 Penalty: 2945.399658
	Iteration 10Q: 3 clusters Score -991494.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -991520.562500 Penalty: 2945.399658
	Iteration 11Q: 3 clusters Score -991520.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -991534.750000 Penalty: 2945.399658
	Iteration 12Q: 3 clusters Score -991534.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -991554.000000 Penalty: 2945.399658
	Iteration 13Q: 3 clusters Score -991554 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -991569.750000 Penalty: 2945.399658
	Iteration 14Q: 3 clusters Score -991569.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -991586.437500 Penalty: 2945.399658
	Iteration 15Q: 3 clusters Score -991586.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -991595.500000 Penalty: 2945.399658
	Iteration 16Q: 3 clusters Score -991595.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -991606.437500 Penalty: 2945.399658
	Iteration 17Q: 3 clusters Score -991606.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -991612.562500 Penalty: 2945.399658
	Iteration 18Q: 3 clusters Score -991612.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -991615.937500 Penalty: 2945.399658
	Iteration 19Q: 3 clusters Score -991615.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -991624.312500 Penalty: 2945.399658
	Iteration 20F: 3 clusters Score -991624.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -991630.312500 Penalty: 2945.399658
	Iteration 21Q: 3 clusters Score -991630.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -991634.062500 Penalty: 2945.399658
	Iteration 22Q: 3 clusters Score -991634.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -991640.312500 Penalty: 2945.399658
	Iteration 23Q: 3 clusters Score -991640.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -991646.250000 Penalty: 2945.399658
	Iteration 24Q: 3 clusters Score -991646.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -991650.187500 Penalty: 2945.399658
	Iteration 25Q: 3 clusters Score -991650.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -991649.750000 Penalty: 2945.399658
	Iteration 26Q: 3 clusters Score -991649.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -991650.500000 Penalty: 2945.399658
	Iteration 27Q: 3 clusters Score -991650.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -991651.562500 Penalty: 2945.399658
	Iteration 28Q: 3 clusters Score -991651.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -991656.000000 Penalty: 2945.399658
	Iteration 29Q: 3 clusters Score -991656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -991658.937500 Penalty: 2945.399658
	Iteration 30Q: 3 clusters Score -991658.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -991663.250000 Penalty: 2945.399658
	Iteration 31Q: 3 clusters Score -991663.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -991674.312500 Penalty: 2945.399658
	Iteration 32Q: 3 clusters Score -991674.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -991676.937500 Penalty: 2945.399658
	Iteration 33Q: 3 clusters Score -991676.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -991677.875000 Penalty: 2945.399658
	Iteration 34Q: 3 clusters Score -991677.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -991679.000000 Penalty: 2945.399658
	Iteration 35Q: 3 clusters Score -991679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -991686.437500 Penalty: 2945.399658
	Iteration 36Q: 3 clusters Score -991686.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -991695.937500 Penalty: 2945.399658
	Iteration 37Q: 3 clusters Score -991695.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -991702.875000 Penalty: 2945.399658
	Iteration 38Q: 3 clusters Score -991702.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -991711.625000 Penalty: 2945.399658
	Iteration 39Q: 3 clusters Score -991711.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -991713.187500 Penalty: 2945.399658
	Iteration 40F: 3 clusters Score -991713.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -991717.500000 Penalty: 2945.399658
	Iteration 41Q: 3 clusters Score -991717.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -991716.437500 Penalty: 2945.399658
	Iteration 42Q: 3 clusters Score -991716.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -991715.000000 Penalty: 2945.399658
	Iteration 43Q: 3 clusters Score -991715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -991715.000000 Penalty: 2945.399658
	Iteration 44F: 3 clusters Score -991715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 117024 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 5 contains 39680 members 
Mstep: Class 6 contains 36176 members 
Mstep: Class 7 contains 18050 members 
Mstep: Class 8 contains 4595 members 
Mstep: Class 9 contains 108141 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 7708 members 
Mstep: Class 12 contains 2713 members 
Mstep: Class 13 contains 111198 members 
Mstep: Class 14 contains 35671 members 
Mstep: Class 15 contains 138669 members 
Mstep: Class 16 contains 9054 members 
Mstep: Class 17 contains 8564 members 
Mstep: Class 18 contains 17462 members 
Mstep: Class 19 contains 15107 members 
Mstep: Class 20 contains 6977 members 
Mstep: Class 21 contains 1674 members 
Mstep: Class 22 contains 7357 members 
Mstep: Class 23 contains 111240 members 
Mstep: Class 24 contains 11779 members 
Mstep: Class 25 contains 102451 members 
Mstep: Class 26 contains 920 members 
Entering Unmasked Estep 
Score: -111641032.000000 Penalty: 58011.078125
Splitting cluster 11 changes total score from -111620512.000000 to -111641032.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -270051.500000 Penalty: 1284.694214
	Iteration 0F: 2 clusters Score -270051.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -267798.500000 Penalty: 2569.388428
	Iteration 0F: 3 clusters Score -267798.5 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -270891.625000 Penalty: 2569.388428
	Iteration 1F: 3 clusters Score -270891.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -272336.000000 Penalty: 2569.388428
	Iteration 2F: 3 clusters Score -272336 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -272678.375000 Penalty: 2569.388428
	Iteration 3F: 3 clusters Score -272678.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -272827.750000 Penalty: 2569.388428
	Iteration 4Q: 3 clusters Score -272827.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -272904.125000 Penalty: 2569.388428
	Iteration 5Q: 3 clusters Score -272904.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -272946.500000 Penalty: 2569.388428
	Iteration 6Q: 3 clusters Score -272946.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -272982.375000 Penalty: 2569.388428
	Iteration 7Q: 3 clusters Score -272982.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -273016.093750 Penalty: 2569.388428
	Iteration 8Q: 3 clusters Score -273016.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -273049.656250 Penalty: 2569.388428
	Iteration 9Q: 3 clusters Score -273049.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -273082.000000 Penalty: 2569.388428
	Iteration 10Q: 3 clusters Score -273082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -273110.218750 Penalty: 2569.388428
	Iteration 11Q: 3 clusters Score -273110.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -273125.531250 Penalty: 2569.388428
	Iteration 12Q: 3 clusters Score -273125.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -273138.593750 Penalty: 2569.388428
	Iteration 13Q: 3 clusters Score -273138.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -273144.906250 Penalty: 2569.388428
	Iteration 14Q: 3 clusters Score -273144.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -273148.312500 Penalty: 2569.388428
	Iteration 15Q: 3 clusters Score -273148.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -273158.250000 Penalty: 2569.388428
	Iteration 16Q: 3 clusters Score -273158.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -273171.093750 Penalty: 2569.388428
	Iteration 17Q: 3 clusters Score -273171.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -273178.875000 Penalty: 2569.388428
	Iteration 18Q: 3 clusters Score -273178.9 nChanged 12
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: -273186.031250 Penalty: 2569.388428
	Iteration 19Q: 3 clusters Score -273186 nChanged 11
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: -273190.875000 Penalty: 2569.388428
	Iteration 20F: 3 clusters Score -273190.9 nChanged 11
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: -273196.750000 Penalty: 2569.388428
	Iteration 21Q: 3 clusters Score -273196.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -273201.187500 Penalty: 2569.388428
	Iteration 22Q: 3 clusters Score -273201.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -273205.156250 Penalty: 2569.388428
	Iteration 23Q: 3 clusters Score -273205.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -273210.218750 Penalty: 2569.388428
	Iteration 24Q: 3 clusters Score -273210.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -273214.312500 Penalty: 2569.388428
	Iteration 25Q: 3 clusters Score -273214.3 nChanged 6
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: -273217.687500 Penalty: 2569.388428
	Iteration 26Q: 3 clusters Score -273217.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -273223.093750 Penalty: 2569.388428
	Iteration 27Q: 3 clusters Score -273223.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -273230.718750 Penalty: 2569.388428
	Iteration 28Q: 3 clusters Score -273230.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -273239.250000 Penalty: 2569.388428
	Iteration 29Q: 3 clusters Score -273239.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -273246.843750 Penalty: 2569.388428
	Iteration 30Q: 3 clusters Score -273246.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -273254.000000 Penalty: 2569.388428
	Iteration 31Q: 3 clusters Score -273254 nChanged 6
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: -273256.187500 Penalty: 2569.388428
	Iteration 32Q: 3 clusters Score -273256.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -273257.156250 Penalty: 2569.388428
	Iteration 33Q: 3 clusters Score -273257.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -273258.437500 Penalty: 2569.388428
	Iteration 34Q: 3 clusters Score -273258.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -273260.937500 Penalty: 2569.388428
	Iteration 35Q: 3 clusters Score -273260.9 nChanged 6
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: -273264.250000 Penalty: 2569.388428
	Iteration 36Q: 3 clusters Score -273264.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -273270.968750 Penalty: 2569.388428
	Iteration 37Q: 3 clusters Score -273271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -273283.687500 Penalty: 2569.388428
	Iteration 38Q: 3 clusters Score -273283.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -273292.843750 Penalty: 2569.388428
	Iteration 39Q: 3 clusters Score -273292.8 nChanged 11
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: -273301.906250 Penalty: 2569.388428
	Iteration 40F: 3 clusters Score -273301.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -273314.656250 Penalty: 2569.388428
	Iteration 41Q: 3 clusters Score -273314.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -273316.562500 Penalty: 2569.388428
	Iteration 42Q: 3 clusters Score -273316.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -273319.250000 Penalty: 2569.388428
	Iteration 43Q: 3 clusters Score -273319.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -273319.843750 Penalty: 2569.388428
	Iteration 44Q: 3 clusters Score -273319.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -273321.312500 Penalty: 2569.388428
	Iteration 45Q: 3 clusters Score -273321.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -273322.312500 Penalty: 2569.388428
	Iteration 46Q: 3 clusters Score -273322.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -273322.312500 Penalty: 2569.388428
	Iteration 47F: 3 clusters Score -273322.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 117024 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 5 contains 39680 members 
Mstep: Class 6 contains 36176 members 
Mstep: Class 7 contains 18050 members 
Mstep: Class 8 contains 4595 members 
Mstep: Class 9 contains 108141 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 7708 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 111198 members 
Mstep: Class 14 contains 35671 members 
Mstep: Class 15 contains 138669 members 
Mstep: Class 16 contains 9054 members 
Mstep: Class 17 contains 8564 members 
Mstep: Class 18 contains 17462 members 
Mstep: Class 19 contains 15107 members 
Mstep: Class 20 contains 6977 members 
Mstep: Class 21 contains 1674 members 
Mstep: Class 22 contains 7357 members 
Mstep: Class 23 contains 111240 members 
Mstep: Class 24 contains 11779 members 
Mstep: Class 25 contains 102451 members 
Mstep: Class 26 contains 920 members 
Mstep: Class 27 contains 1300 members 
Entering Unmasked Estep 
Score: -111643560.000000 Penalty: 60242.273438
Splitting cluster 12 changes total score from -111620512.000000 to -111643560.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (111198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111198 members 
Entering Unmasked Estep 
Score: -13992202.000000 Penalty: 1888.098633
	Iteration 0F: 2 clusters Score -1.39922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55706 members 
Mstep: Class 2 contains 55492 members 
Entering Unmasked Estep 
Score: -13927153.000000 Penalty: 3776.197266
	Iteration 0F: 3 clusters Score -1.392715e+07 nChanged 53244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58014 members 
Mstep: Class 2 contains 53184 members 
Entering Unmasked Estep 
Score: -13958560.000000 Penalty: 3776.197266
	Iteration 1F: 3 clusters Score -1.395856e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 51592 members 
Entering Unmasked Estep 
Score: -13959608.000000 Penalty: 3776.197266
	Iteration 2Q: 3 clusters Score -1.395961e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61948 members 
Mstep: Class 2 contains 49250 members 
Entering Unmasked Estep 
Score: -13961257.000000 Penalty: 3776.197266
	Iteration 3Q: 3 clusters Score -1.396126e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65227 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -13963410.000000 Penalty: 3776.197266
	Iteration 4Q: 3 clusters Score -1.396341e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69746 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -13966372.000000 Penalty: 3776.197266
	Iteration 5F: 3 clusters Score -1.396637e+07 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75453 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -13970531.000000 Penalty: 3776.197266
	Iteration 6F: 3 clusters Score -1.397053e+07 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82048 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -13975756.000000 Penalty: 3776.197266
	Iteration 7F: 3 clusters Score -1.397576e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88600 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -13981274.000000 Penalty: 3776.197266
	Iteration 8F: 3 clusters Score -1.398127e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94195 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -13986785.000000 Penalty: 3776.197266
	Iteration 9F: 3 clusters Score -1.398678e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98868 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -13990196.000000 Penalty: 3776.197266
	Iteration 10Q: 3 clusters Score -1.39902e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102614 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -13991525.000000 Penalty: 3776.197266
	Iteration 11Q: 3 clusters Score -1.399152e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105356 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -13991799.000000 Penalty: 3776.197266
	Iteration 12Q: 3 clusters Score -1.39918e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107219 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -13991620.000000 Penalty: 3776.197266
	Iteration 13Q: 3 clusters Score -1.399162e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108426 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -13991455.000000 Penalty: 3776.197266
	Iteration 14Q: 3 clusters Score -1.399146e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109224 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -13991316.000000 Penalty: 3776.197266
	Iteration 15Q: 3 clusters Score -1.399132e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109712 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -13991219.000000 Penalty: 3776.197266
	Iteration 16Q: 3 clusters Score -1.399122e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110017 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -13991100.000000 Penalty: 3776.197266
	Iteration 17Q: 3 clusters Score -1.39911e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110207 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -13991025.000000 Penalty: 3776.197266
	Iteration 18Q: 3 clusters Score -1.399102e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110336 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -13990991.000000 Penalty: 3776.197266
	Iteration 19Q: 3 clusters Score -1.399099e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110426 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -13990981.000000 Penalty: 3776.197266
	Iteration 20F: 3 clusters Score -1.399098e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110491 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -13990991.000000 Penalty: 3776.197266
	Iteration 21Q: 3 clusters Score -1.399099e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110526 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -13991010.000000 Penalty: 3776.197266
	Iteration 22Q: 3 clusters Score -1.399101e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110557 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -13991008.000000 Penalty: 3776.197266
	Iteration 23Q: 3 clusters Score -1.399101e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110581 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -13991005.000000 Penalty: 3776.197266
	Iteration 24Q: 3 clusters Score -1.3991e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110601 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -13991006.000000 Penalty: 3776.197266
	Iteration 25Q: 3 clusters Score -1.399101e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110617 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -13990996.000000 Penalty: 3776.197266
	Iteration 26Q: 3 clusters Score -1.3991e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110626 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -13991007.000000 Penalty: 3776.197266
	Iteration 27Q: 3 clusters Score -1.399101e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110639 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -13991012.000000 Penalty: 3776.197266
	Iteration 28Q: 3 clusters Score -1.399101e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110645 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -13991024.000000 Penalty: 3776.197266
	Iteration 29Q: 3 clusters Score -1.399102e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110653 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -13991020.000000 Penalty: 3776.197266
	Iteration 30Q: 3 clusters Score -1.399102e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110663 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -13991013.000000 Penalty: 3776.197266
	Iteration 31Q: 3 clusters Score -1.399101e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110673 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -13991002.000000 Penalty: 3776.197266
	Iteration 32Q: 3 clusters Score -1.3991e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110679 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -13991007.000000 Penalty: 3776.197266
	Iteration 33Q: 3 clusters Score -1.399101e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110685 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -13991009.000000 Penalty: 3776.197266
	Iteration 34Q: 3 clusters Score -1.399101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110689 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -13991004.000000 Penalty: 3776.197266
	Iteration 35Q: 3 clusters Score -1.3991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110693 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -13991009.000000 Penalty: 3776.197266
	Iteration 36Q: 3 clusters Score -1.399101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110693 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -13991010.000000 Penalty: 3776.197266
	Iteration 37Q: 3 clusters Score -1.399101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110693 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -13991010.000000 Penalty: 3776.197266
	Iteration 38Q: 3 clusters Score -1.399101e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110693 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -13991010.000000 Penalty: 3776.197266
	Iteration 39F: 3 clusters Score -1.399101e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Entering Unmasked Estep 
Score: -4352268.000000 Penalty: 1703.340088
	Iteration 0F: 2 clusters Score -4352268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -4328213.000000 Penalty: 3406.680176
	Iteration 0F: 3 clusters Score -4328213 nChanged 16523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -4337634.000000 Penalty: 3406.680176
	Iteration 1F: 3 clusters Score -4337634 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -4338371.500000 Penalty: 3406.680176
	Iteration 2Q: 3 clusters Score -4338372 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -4339629.000000 Penalty: 3406.680176
	Iteration 3F: 3 clusters Score -4339629 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -4341905.000000 Penalty: 3406.680176
	Iteration 4F: 3 clusters Score -4341905 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -4345321.000000 Penalty: 3406.680176
	Iteration 5F: 3 clusters Score -4345321 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -4351019.500000 Penalty: 3406.680176
	Iteration 6F: 3 clusters Score -4351020 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -4358355.500000 Penalty: 3406.680176
	Iteration 7F: 3 clusters Score -4358356 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -4363587.500000 Penalty: 3406.680176
	Iteration 8F: 3 clusters Score -4363588 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -4365800.000000 Penalty: 3406.680176
	Iteration 9F: 3 clusters Score -4365800 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -4366440.500000 Penalty: 3406.680176
	Iteration 10Q: 3 clusters Score -4366440 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -4366689.000000 Penalty: 3406.680176
	Iteration 11Q: 3 clusters Score -4366689 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -4366823.500000 Penalty: 3406.680176
	Iteration 12Q: 3 clusters Score -4366824 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -4366916.000000 Penalty: 3406.680176
	Iteration 13Q: 3 clusters Score -4366916 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -4366998.500000 Penalty: 3406.680176
	Iteration 14Q: 3 clusters Score -4366998 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -4367029.500000 Penalty: 3406.680176
	Iteration 15Q: 3 clusters Score -4367030 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -4367053.000000 Penalty: 3406.680176
	Iteration 16Q: 3 clusters Score -4367053 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -4367062.500000 Penalty: 3406.680176
	Iteration 17Q: 3 clusters Score -4367062 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -4367081.000000 Penalty: 3406.680176
	Iteration 18Q: 3 clusters Score -4367081 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -4367077.000000 Penalty: 3406.680176
	Iteration 19Q: 3 clusters Score -4367077 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -4367086.500000 Penalty: 3406.680176
	Iteration 20F: 3 clusters Score -4367086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -4367099.500000 Penalty: 3406.680176
	Iteration 21Q: 3 clusters Score -4367100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -4367102.500000 Penalty: 3406.680176
	Iteration 22Q: 3 clusters Score -4367102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -4367106.000000 Penalty: 3406.680176
	Iteration 23Q: 3 clusters Score -4367106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -4367107.500000 Penalty: 3406.680176
	Iteration 24Q: 3 clusters Score -4367108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -4367110.500000 Penalty: 3406.680176
	Iteration 25Q: 3 clusters Score -4367110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -4367106.500000 Penalty: 3406.680176
	Iteration 26Q: 3 clusters Score -4367106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -4367105.500000 Penalty: 3406.680176
	Iteration 27Q: 3 clusters Score -4367106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -4367105.500000 Penalty: 3406.680176
	Iteration 28F: 3 clusters Score -4367106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 117024 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 5 contains 39680 members 
Mstep: Class 6 contains 36176 members 
Mstep: Class 7 contains 18050 members 
Mstep: Class 8 contains 4595 members 
Mstep: Class 9 contains 108141 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 7708 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 111198 members 
Mstep: Class 14 contains 28207 members 
Mstep: Class 15 contains 138669 members 
Mstep: Class 16 contains 9054 members 
Mstep: Class 17 contains 8564 members 
Mstep: Class 18 contains 17462 members 
Mstep: Class 19 contains 15107 members 
Mstep: Class 20 contains 6977 members 
Mstep: Class 21 contains 1674 members 
Mstep: Class 22 contains 7357 members 
Mstep: Class 23 contains 111240 members 
Mstep: Class 24 contains 11779 members 
Mstep: Class 25 contains 102451 members 
Mstep: Class 26 contains 920 members 
Mstep: Class 27 contains 1300 members 
Mstep: Class 28 contains 7464 members 
Entering Unmasked Estep 
Score: -111657752.000000 Penalty: 62473.468750
Splitting cluster 14 changes total score from -111620512.000000 to -111657752.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (138669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138669 members 
Entering Unmasked Estep 
Score: -17247354.000000 Penalty: 1923.974731
	Iteration 0F: 2 clusters Score -1.724735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68899 members 
Mstep: Class 2 contains 69770 members 
Entering Unmasked Estep 
Score: -17172910.000000 Penalty: 3847.949463
	Iteration 0F: 3 clusters Score -1.717291e+07 nChanged 67027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61296 members 
Mstep: Class 2 contains 77373 members 
Entering Unmasked Estep 
Score: -17213312.000000 Penalty: 3847.949463
	Iteration 1F: 3 clusters Score -1.721331e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56673 members 
Mstep: Class 2 contains 81996 members 
Entering Unmasked Estep 
Score: -17215938.000000 Penalty: 3847.949463
	Iteration 2Q: 3 clusters Score -1.721594e+07 nChanged 8569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49886 members 
Mstep: Class 2 contains 88783 members 
Entering Unmasked Estep 
Score: -17220846.000000 Penalty: 3847.949463
	Iteration 3F: 3 clusters Score -1.722085e+07 nChanged 11197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 97794 members 
Entering Unmasked Estep 
Score: -17229790.000000 Penalty: 3847.949463
	Iteration 4F: 3 clusters Score -1.722979e+07 nChanged 12525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 108943 members 
Entering Unmasked Estep 
Score: -17237974.000000 Penalty: 3847.949463
	Iteration 5F: 3 clusters Score -1.723797e+07 nChanged 10861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 119366 members 
Entering Unmasked Estep 
Score: -17242474.000000 Penalty: 3847.949463
	Iteration 6F: 3 clusters Score -1.724247e+07 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 126412 members 
Entering Unmasked Estep 
Score: -17244812.000000 Penalty: 3847.949463
	Iteration 7F: 3 clusters Score -1.724481e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 130645 members 
Entering Unmasked Estep 
Score: -17245862.000000 Penalty: 3847.949463
	Iteration 8Q: 3 clusters Score -1.724586e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 133016 members 
Entering Unmasked Estep 
Score: -17246130.000000 Penalty: 3847.949463
	Iteration 9Q: 3 clusters Score -1.724613e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 134356 members 
Entering Unmasked Estep 
Score: -17246426.000000 Penalty: 3847.949463
	Iteration 10Q: 3 clusters Score -1.724643e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 135170 members 
Entering Unmasked Estep 
Score: -17246510.000000 Penalty: 3847.949463
	Iteration 11Q: 3 clusters Score -1.724651e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 135728 members 
Entering Unmasked Estep 
Score: -17246492.000000 Penalty: 3847.949463
	Iteration 12Q: 3 clusters Score -1.724649e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 136165 members 
Entering Unmasked Estep 
Score: -17246534.000000 Penalty: 3847.949463
	Iteration 13Q: 3 clusters Score -1.724653e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 136522 members 
Entering Unmasked Estep 
Score: -17246490.000000 Penalty: 3847.949463
	Iteration 14Q: 3 clusters Score -1.724649e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 136821 members 
Entering Unmasked Estep 
Score: -17246486.000000 Penalty: 3847.949463
	Iteration 15Q: 3 clusters Score -1.724649e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 137049 members 
Entering Unmasked Estep 
Score: -17246496.000000 Penalty: 3847.949463
	Iteration 16Q: 3 clusters Score -1.72465e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 137211 members 
Entering Unmasked Estep 
Score: -17246492.000000 Penalty: 3847.949463
	Iteration 17Q: 3 clusters Score -1.724649e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 137329 members 
Entering Unmasked Estep 
Score: -17246486.000000 Penalty: 3847.949463
	Iteration 18Q: 3 clusters Score -1.724649e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 137419 members 
Entering Unmasked Estep 
Score: -17246470.000000 Penalty: 3847.949463
	Iteration 19Q: 3 clusters Score -1.724647e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 137477 members 
Entering Unmasked Estep 
Score: -17246458.000000 Penalty: 3847.949463
	Iteration 20F: 3 clusters Score -1.724646e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 137541 members 
Entering Unmasked Estep 
Score: -17246410.000000 Penalty: 3847.949463
	Iteration 21Q: 3 clusters Score -1.724641e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 137598 members 
Entering Unmasked Estep 
Score: -17246426.000000 Penalty: 3847.949463
	Iteration 22Q: 3 clusters Score -1.724643e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 137653 members 
Entering Unmasked Estep 
Score: -17246410.000000 Penalty: 3847.949463
	Iteration 23Q: 3 clusters Score -1.724641e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 137689 members 
Entering Unmasked Estep 
Score: -17246400.000000 Penalty: 3847.949463
	Iteration 24Q: 3 clusters Score -1.72464e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 137720 members 
Entering Unmasked Estep 
Score: -17246392.000000 Penalty: 3847.949463
	Iteration 25Q: 3 clusters Score -1.724639e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 137746 members 
Entering Unmasked Estep 
Score: -17246384.000000 Penalty: 3847.949463
	Iteration 26Q: 3 clusters Score -1.724638e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 137753 members 
Entering Unmasked Estep 
Score: -17246394.000000 Penalty: 3847.949463
	Iteration 27Q: 3 clusters Score -1.724639e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 137757 members 
Entering Unmasked Estep 
Score: -17246382.000000 Penalty: 3847.949463
	Iteration 28Q: 3 clusters Score -1.724638e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 137767 members 
Entering Unmasked Estep 
Score: -17246364.000000 Penalty: 3847.949463
	Iteration 29Q: 3 clusters Score -1.724636e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 137772 members 
Entering Unmasked Estep 
Score: -17246356.000000 Penalty: 3847.949463
	Iteration 30Q: 3 clusters Score -1.724636e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 137785 members 
Entering Unmasked Estep 
Score: -17246366.000000 Penalty: 3847.949463
	Iteration 31Q: 3 clusters Score -1.724637e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 137791 members 
Entering Unmasked Estep 
Score: -17246342.000000 Penalty: 3847.949463
	Iteration 32Q: 3 clusters Score -1.724634e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 137803 members 
Entering Unmasked Estep 
Score: -17246336.000000 Penalty: 3847.949463
	Iteration 33Q: 3 clusters Score -1.724634e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 137812 members 
Entering Unmasked Estep 
Score: -17246318.000000 Penalty: 3847.949463
	Iteration 34Q: 3 clusters Score -1.724632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 137818 members 
Entering Unmasked Estep 
Score: -17246344.000000 Penalty: 3847.949463
	Iteration 35Q: 3 clusters Score -1.724634e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 137826 members 
Entering Unmasked Estep 
Score: -17246364.000000 Penalty: 3847.949463
	Iteration 36Q: 3 clusters Score -1.724636e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 137834 members 
Entering Unmasked Estep 
Score: -17246360.000000 Penalty: 3847.949463
	Iteration 37Q: 3 clusters Score -1.724636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 137839 members 
Entering Unmasked Estep 
Score: -17246362.000000 Penalty: 3847.949463
	Iteration 38Q: 3 clusters Score -1.724636e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 137847 members 
Entering Unmasked Estep 
Score: -17246376.000000 Penalty: 3847.949463
	Iteration 39Q: 3 clusters Score -1.724638e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 137856 members 
Entering Unmasked Estep 
Score: -17246378.000000 Penalty: 3847.949463
	Iteration 40F: 3 clusters Score -1.724638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 137860 members 
Entering Unmasked Estep 
Score: -17246370.000000 Penalty: 3847.949463
	Iteration 41Q: 3 clusters Score -1.724637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 137865 members 
Entering Unmasked Estep 
Score: -17246352.000000 Penalty: 3847.949463
	Iteration 42Q: 3 clusters Score -1.724635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 137866 members 
Entering Unmasked Estep 
Score: -17246358.000000 Penalty: 3847.949463
	Iteration 43Q: 3 clusters Score -1.724636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 137868 members 
Entering Unmasked Estep 
Score: -17246364.000000 Penalty: 3847.949463
	Iteration 44Q: 3 clusters Score -1.724636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 137871 members 
Entering Unmasked Estep 
Score: -17246360.000000 Penalty: 3847.949463
	Iteration 45Q: 3 clusters Score -1.724636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 137872 members 
Entering Unmasked Estep 
Score: -17246366.000000 Penalty: 3847.949463
	Iteration 46Q: 3 clusters Score -1.724637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 137874 members 
Entering Unmasked Estep 
Score: -17246370.000000 Penalty: 3847.949463
	Iteration 47Q: 3 clusters Score -1.724637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 137875 members 
Entering Unmasked Estep 
Score: -17246372.000000 Penalty: 3847.949463
	Iteration 48Q: 3 clusters Score -1.724637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 137875 members 
Entering Unmasked Estep 
Score: -17246356.000000 Penalty: 3847.949463
	Iteration 49Q: 3 clusters Score -1.724636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 137876 members 
Entering Unmasked Estep 
Score: -17246354.000000 Penalty: 3847.949463
	Iteration 50Q: 3 clusters Score -1.724635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 137877 members 
Entering Unmasked Estep 
Score: -17246354.000000 Penalty: 3847.949463
	Iteration 51Q: 3 clusters Score -1.724635e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 137877 members 
Entering Unmasked Estep 
Score: -17246354.000000 Penalty: 3847.949463
	Iteration 52F: 3 clusters Score -1.724635e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Entering Unmasked Estep 
Score: -1103027.125000 Penalty: 1480.531250
	Iteration 0F: 2 clusters Score -1103027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1096487.750000 Penalty: 2961.062500
	Iteration 0F: 3 clusters Score -1096488 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1098794.125000 Penalty: 2961.062500
	Iteration 1F: 3 clusters Score -1098794 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1099309.500000 Penalty: 2961.062500
	Iteration 2F: 3 clusters Score -1099310 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1099865.500000 Penalty: 2961.062500
	Iteration 3F: 3 clusters Score -1099866 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1100365.500000 Penalty: 2961.062500
	Iteration 4F: 3 clusters Score -1100366 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1100845.750000 Penalty: 2961.062500
	Iteration 5F: 3 clusters Score -1100846 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1101327.875000 Penalty: 2961.062500
	Iteration 6F: 3 clusters Score -1101328 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1101884.500000 Penalty: 2961.062500
	Iteration 7F: 3 clusters Score -1101884 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1102538.875000 Penalty: 2961.062500
	Iteration 8F: 3 clusters Score -1102539 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1103207.500000 Penalty: 2961.062500
	Iteration 9Q: 3 clusters Score -1103208 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1103725.250000 Penalty: 2961.062500
	Iteration 10Q: 3 clusters Score -1103725 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1103981.750000 Penalty: 2961.062500
	Iteration 11Q: 3 clusters Score -1103982 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1104163.250000 Penalty: 2961.062500
	Iteration 12Q: 3 clusters Score -1104163 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1104372.750000 Penalty: 2961.062500
	Iteration 13Q: 3 clusters Score -1104373 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1104535.000000 Penalty: 2961.062500
	Iteration 14Q: 3 clusters Score -1104535 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1104598.875000 Penalty: 2961.062500
	Iteration 15Q: 3 clusters Score -1104599 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1104619.250000 Penalty: 2961.062500
	Iteration 16Q: 3 clusters Score -1104619 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1104624.375000 Penalty: 2961.062500
	Iteration 17Q: 3 clusters Score -1104624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1104627.125000 Penalty: 2961.062500
	Iteration 18Q: 3 clusters Score -1104627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1104628.500000 Penalty: 2961.062500
	Iteration 19Q: 3 clusters Score -1104628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1104631.500000 Penalty: 2961.062500
	Iteration 20F: 3 clusters Score -1104632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1104637.625000 Penalty: 2961.062500
	Iteration 21Q: 3 clusters Score -1104638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1104636.000000 Penalty: 2961.062500
	Iteration 22Q: 3 clusters Score -1104636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1104639.125000 Penalty: 2961.062500
	Iteration 23Q: 3 clusters Score -1104639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1104642.750000 Penalty: 2961.062500
	Iteration 24Q: 3 clusters Score -1104643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1104640.000000 Penalty: 2961.062500
	Iteration 25Q: 3 clusters Score -1104640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1104639.375000 Penalty: 2961.062500
	Iteration 26Q: 3 clusters Score -1104639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1104642.750000 Penalty: 2961.062500
	Iteration 27Q: 3 clusters Score -1104643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1104643.875000 Penalty: 2961.062500
	Iteration 28Q: 3 clusters Score -1104644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1104643.625000 Penalty: 2961.062500
	Iteration 29Q: 3 clusters Score -1104644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1104643.250000 Penalty: 2961.062500
	Iteration 30Q: 3 clusters Score -1104643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1104643.250000 Penalty: 2961.062500
	Iteration 31F: 3 clusters Score -1104643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 117024 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 5 contains 39680 members 
Mstep: Class 6 contains 36176 members 
Mstep: Class 7 contains 18050 members 
Mstep: Class 8 contains 4595 members 
Mstep: Class 9 contains 108141 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 7708 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 111198 members 
Mstep: Class 14 contains 28207 members 
Mstep: Class 15 contains 138669 members 
Mstep: Class 16 contains 3181 members 
Mstep: Class 17 contains 8564 members 
Mstep: Class 18 contains 17462 members 
Mstep: Class 19 contains 15107 members 
Mstep: Class 20 contains 6977 members 
Mstep: Class 21 contains 1674 members 
Mstep: Class 22 contains 7357 members 
Mstep: Class 23 contains 111240 members 
Mstep: Class 24 contains 11779 members 
Mstep: Class 25 contains 102451 members 
Mstep: Class 26 contains 920 members 
Mstep: Class 27 contains 1300 members 
Mstep: Class 28 contains 7464 members 
Mstep: Class 29 contains 5873 members 
Entering Unmasked Estep 
Score: -111658584.000000 Penalty: 64704.664062
Splitting cluster 16 changes total score from -111620512.000000 to -111658584.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (8564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Entering Unmasked Estep 
Score: -985524.000000 Penalty: 1471.489990
	Iteration 0F: 2 clusters Score -985524 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 4317 members 
Entering Unmasked Estep 
Score: -979480.625000 Penalty: 2942.979980
	Iteration 0F: 3 clusters Score -979480.6 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -982596.875000 Penalty: 2942.979980
	Iteration 1F: 3 clusters Score -982596.9 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -984383.812500 Penalty: 2942.979980
	Iteration 2F: 3 clusters Score -984383.8 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -986149.187500 Penalty: 2942.979980
	Iteration 3F: 3 clusters Score -986149.2 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -986868.125000 Penalty: 2942.979980
	Iteration 4F: 3 clusters Score -986868.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -987099.250000 Penalty: 2942.979980
	Iteration 5Q: 3 clusters Score -987099.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -987187.937500 Penalty: 2942.979980
	Iteration 6Q: 3 clusters Score -987187.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -987230.812500 Penalty: 2942.979980
	Iteration 7Q: 3 clusters Score -987230.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -987257.750000 Penalty: 2942.979980
	Iteration 8Q: 3 clusters Score -987257.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -987279.375000 Penalty: 2942.979980
	Iteration 9Q: 3 clusters Score -987279.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -987299.500000 Penalty: 2942.979980
	Iteration 10Q: 3 clusters Score -987299.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -987316.187500 Penalty: 2942.979980
	Iteration 11Q: 3 clusters Score -987316.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -987329.125000 Penalty: 2942.979980
	Iteration 12Q: 3 clusters Score -987329.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -987345.375000 Penalty: 2942.979980
	Iteration 13Q: 3 clusters Score -987345.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -987356.875000 Penalty: 2942.979980
	Iteration 14Q: 3 clusters Score -987356.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -987366.937500 Penalty: 2942.979980
	Iteration 15Q: 3 clusters Score -987366.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -987373.562500 Penalty: 2942.979980
	Iteration 16Q: 3 clusters Score -987373.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -987377.625000 Penalty: 2942.979980
	Iteration 17Q: 3 clusters Score -987377.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -987382.187500 Penalty: 2942.979980
	Iteration 18Q: 3 clusters Score -987382.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -987387.750000 Penalty: 2942.979980
	Iteration 19Q: 3 clusters Score -987387.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -987391.687500 Penalty: 2942.979980
	Iteration 20F: 3 clusters Score -987391.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -987395.125000 Penalty: 2942.979980
	Iteration 21Q: 3 clusters Score -987395.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -987399.437500 Penalty: 2942.979980
	Iteration 22Q: 3 clusters Score -987399.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -987401.812500 Penalty: 2942.979980
	Iteration 23Q: 3 clusters Score -987401.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -987405.812500 Penalty: 2942.979980
	Iteration 24Q: 3 clusters Score -987405.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -987407.687500 Penalty: 2942.979980
	Iteration 25Q: 3 clusters Score -987407.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -987408.625000 Penalty: 2942.979980
	Iteration 26Q: 3 clusters Score -987408.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -987407.625000 Penalty: 2942.979980
	Iteration 27Q: 3 clusters Score -987407.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -987408.937500 Penalty: 2942.979980
	Iteration 28Q: 3 clusters Score -987408.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -987410.500000 Penalty: 2942.979980
	Iteration 29Q: 3 clusters Score -987410.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -987410.500000 Penalty: 2942.979980
	Iteration 30F: 3 clusters Score -987410.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 117024 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 5 contains 39680 members 
Mstep: Class 6 contains 36176 members 
Mstep: Class 7 contains 18050 members 
Mstep: Class 8 contains 4595 members 
Mstep: Class 9 contains 108141 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 7708 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 111198 members 
Mstep: Class 14 contains 28207 members 
Mstep: Class 15 contains 138669 members 
Mstep: Class 16 contains 3181 members 
Mstep: Class 17 contains 6123 members 
Mstep: Class 18 contains 17462 members 
Mstep: Class 19 contains 15107 members 
Mstep: Class 20 contains 6977 members 
Mstep: Class 21 contains 1674 members 
Mstep: Class 22 contains 7357 members 
Mstep: Class 23 contains 111240 members 
Mstep: Class 24 contains 11779 members 
Mstep: Class 25 contains 102451 members 
Mstep: Class 26 contains 920 members 
Mstep: Class 27 contains 1300 members 
Mstep: Class 28 contains 7464 members 
Mstep: Class 29 contains 5873 members 
Mstep: Class 30 contains 2441 members 
Entering Unmasked Estep 
Score: -111660176.000000 Penalty: 66935.859375
Splitting cluster 17 changes total score from -111620512.000000 to -111660176.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 18 (17462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Entering Unmasked Estep 
Score: -2160777.000000 Penalty: 1587.264648
	Iteration 0F: 2 clusters Score -2160777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2148793.250000 Penalty: 3174.529297
	Iteration 0F: 3 clusters Score -2148793 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2153298.000000 Penalty: 3174.529297
	Iteration 1F: 3 clusters Score -2153298 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2153865.250000 Penalty: 3174.529297
	Iteration 2F: 3 clusters Score -2153865 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2154577.750000 Penalty: 3174.529297
	Iteration 3F: 3 clusters Score -2154578 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -2155443.500000 Penalty: 3174.529297
	Iteration 4F: 3 clusters Score -2155444 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2156269.000000 Penalty: 3174.529297
	Iteration 5F: 3 clusters Score -2156269 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -2156900.000000 Penalty: 3174.529297
	Iteration 6F: 3 clusters Score -2156900 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -2157302.000000 Penalty: 3174.529297
	Iteration 7Q: 3 clusters Score -2157302 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2157602.000000 Penalty: 3174.529297
	Iteration 8Q: 3 clusters Score -2157602 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -2157915.750000 Penalty: 3174.529297
	Iteration 9Q: 3 clusters Score -2157916 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -2158320.250000 Penalty: 3174.529297
	Iteration 10Q: 3 clusters Score -2158320 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2158824.250000 Penalty: 3174.529297
	Iteration 11Q: 3 clusters Score -2158824 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -2159385.500000 Penalty: 3174.529297
	Iteration 12Q: 3 clusters Score -2159386 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2160219.000000 Penalty: 3174.529297
	Iteration 13Q: 3 clusters Score -2160219 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2161370.500000 Penalty: 3174.529297
	Iteration 14Q: 3 clusters Score -2161370 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -2162190.750000 Penalty: 3174.529297
	Iteration 15Q: 3 clusters Score -2162191 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2162902.500000 Penalty: 3174.529297
	Iteration 16Q: 3 clusters Score -2162902 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2163669.000000 Penalty: 3174.529297
	Iteration 17Q: 3 clusters Score -2163669 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -2164346.750000 Penalty: 3174.529297
	Iteration 18Q: 3 clusters Score -2164347 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -2164919.250000 Penalty: 3174.529297
	Iteration 19Q: 3 clusters Score -2164919 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2165327.000000 Penalty: 3174.529297
	Iteration 20F: 3 clusters Score -2165327 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2165486.250000 Penalty: 3174.529297
	Iteration 21Q: 3 clusters Score -2165486 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2165544.500000 Penalty: 3174.529297
	Iteration 22Q: 3 clusters Score -2165544 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2165585.750000 Penalty: 3174.529297
	Iteration 23Q: 3 clusters Score -2165586 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2165600.750000 Penalty: 3174.529297
	Iteration 24Q: 3 clusters Score -2165601 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2165612.250000 Penalty: 3174.529297
	Iteration 25Q: 3 clusters Score -2165612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -2165629.750000 Penalty: 3174.529297
	Iteration 26Q: 3 clusters Score -2165630 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2165671.750000 Penalty: 3174.529297
	Iteration 27Q: 3 clusters Score -2165672 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2165721.000000 Penalty: 3174.529297
	Iteration 28Q: 3 clusters Score -2165721 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2165777.250000 Penalty: 3174.529297
	Iteration 29Q: 3 clusters Score -2165777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2165814.500000 Penalty: 3174.529297
	Iteration 30Q: 3 clusters Score -2165814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2165854.000000 Penalty: 3174.529297
	Iteration 31Q: 3 clusters Score -2165854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2165873.750000 Penalty: 3174.529297
	Iteration 32Q: 3 clusters Score -2165874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2165898.250000 Penalty: 3174.529297
	Iteration 33Q: 3 clusters Score -2165898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2165905.500000 Penalty: 3174.529297
	Iteration 34Q: 3 clusters Score -2165906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2165916.750000 Penalty: 3174.529297
	Iteration 35Q: 3 clusters Score -2165917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2165919.250000 Penalty: 3174.529297
	Iteration 36Q: 3 clusters Score -2165919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2165920.250000 Penalty: 3174.529297
	Iteration 37Q: 3 clusters Score -2165920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2165916.000000 Penalty: 3174.529297
	Iteration 38Q: 3 clusters Score -2165916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2165923.250000 Penalty: 3174.529297
	Iteration 39Q: 3 clusters Score -2165923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2165928.750000 Penalty: 3174.529297
	Iteration 40F: 3 clusters Score -2165929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2165928.250000 Penalty: 3174.529297
	Iteration 41Q: 3 clusters Score -2165928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2165928.750000 Penalty: 3174.529297
	Iteration 42Q: 3 clusters Score -2165929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2165928.750000 Penalty: 3174.529297
	Iteration 43Q: 3 clusters Score -2165929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2165928.750000 Penalty: 3174.529297
	Iteration 44F: 3 clusters Score -2165929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 117024 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 5 contains 39680 members 
Mstep: Class 6 contains 36176 members 
Mstep: Class 7 contains 18050 members 
Mstep: Class 8 contains 4595 members 
Mstep: Class 9 contains 108141 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 7708 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 111198 members 
Mstep: Class 14 contains 28207 members 
Mstep: Class 15 contains 138669 members 
Mstep: Class 16 contains 3181 members 
Mstep: Class 17 contains 6123 members 
Mstep: Class 18 contains 7390 members 
Mstep: Class 19 contains 15107 members 
Mstep: Class 20 contains 6977 members 
Mstep: Class 21 contains 1674 members 
Mstep: Class 22 contains 7357 members 
Mstep: Class 23 contains 111240 members 
Mstep: Class 24 contains 11779 members 
Mstep: Class 25 contains 102451 members 
Mstep: Class 26 contains 920 members 
Mstep: Class 27 contains 1300 members 
Mstep: Class 28 contains 7464 members 
Mstep: Class 29 contains 5873 members 
Mstep: Class 30 contains 2441 members 
Mstep: Class 31 contains 10072 members 
Entering Unmasked Estep 
Score: -111664736.000000 Penalty: 69167.054688
Splitting cluster 18 changes total score from -111620512.000000 to -111664736.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 19 (15107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Entering Unmasked Estep 
Score: -1881226.750000 Penalty: 1563.723389
	Iteration 0F: 2 clusters Score -1881227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1870712.375000 Penalty: 3127.446777
	Iteration 0F: 3 clusters Score -1870712 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1874852.875000 Penalty: 3127.446777
	Iteration 1F: 3 clusters Score -1874853 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1875801.625000 Penalty: 3127.446777
	Iteration 2F: 3 clusters Score -1875802 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1877005.875000 Penalty: 3127.446777
	Iteration 3F: 3 clusters Score -1877006 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1877947.500000 Penalty: 3127.446777
	Iteration 4F: 3 clusters Score -1877948 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1878633.875000 Penalty: 3127.446777
	Iteration 5F: 3 clusters Score -1878634 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1879095.500000 Penalty: 3127.446777
	Iteration 6F: 3 clusters Score -1879096 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1879430.000000 Penalty: 3127.446777
	Iteration 7Q: 3 clusters Score -1879430 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1879687.250000 Penalty: 3127.446777
	Iteration 8Q: 3 clusters Score -1879687 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1879871.000000 Penalty: 3127.446777
	Iteration 9Q: 3 clusters Score -1879871 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1880024.250000 Penalty: 3127.446777
	Iteration 10Q: 3 clusters Score -1880024 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1880130.250000 Penalty: 3127.446777
	Iteration 11Q: 3 clusters Score -1880130 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1880208.625000 Penalty: 3127.446777
	Iteration 12Q: 3 clusters Score -1880209 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1880294.750000 Penalty: 3127.446777
	Iteration 13Q: 3 clusters Score -1880295 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1880380.125000 Penalty: 3127.446777
	Iteration 14Q: 3 clusters Score -1880380 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1880445.250000 Penalty: 3127.446777
	Iteration 15Q: 3 clusters Score -1880445 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1880498.125000 Penalty: 3127.446777
	Iteration 16Q: 3 clusters Score -1880498 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1880546.625000 Penalty: 3127.446777
	Iteration 17Q: 3 clusters Score -1880547 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1880580.125000 Penalty: 3127.446777
	Iteration 18Q: 3 clusters Score -1880580 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1880621.000000 Penalty: 3127.446777
	Iteration 19Q: 3 clusters Score -1880621 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1880653.500000 Penalty: 3127.446777
	Iteration 20F: 3 clusters Score -1880654 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1880676.125000 Penalty: 3127.446777
	Iteration 21Q: 3 clusters Score -1880676 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1880683.250000 Penalty: 3127.446777
	Iteration 22Q: 3 clusters Score -1880683 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1880692.125000 Penalty: 3127.446777
	Iteration 23Q: 3 clusters Score -1880692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1880703.625000 Penalty: 3127.446777
	Iteration 24Q: 3 clusters Score -1880704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1880706.250000 Penalty: 3127.446777
	Iteration 25Q: 3 clusters Score -1880706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1880711.625000 Penalty: 3127.446777
	Iteration 26Q: 3 clusters Score -1880712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1880718.000000 Penalty: 3127.446777
	Iteration 27Q: 3 clusters Score -1880718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1880719.000000 Penalty: 3127.446777
	Iteration 28Q: 3 clusters Score -1880719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1880717.250000 Penalty: 3127.446777
	Iteration 29Q: 3 clusters Score -1880717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1880721.250000 Penalty: 3127.446777
	Iteration 30Q: 3 clusters Score -1880721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1880720.625000 Penalty: 3127.446777
	Iteration 31Q: 3 clusters Score -1880721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1880725.875000 Penalty: 3127.446777
	Iteration 32Q: 3 clusters Score -1880726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1880726.125000 Penalty: 3127.446777
	Iteration 33Q: 3 clusters Score -1880726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1880724.375000 Penalty: 3127.446777
	Iteration 34Q: 3 clusters Score -1880724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1880723.375000 Penalty: 3127.446777
	Iteration 35Q: 3 clusters Score -1880723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1880723.375000 Penalty: 3127.446777
	Iteration 36F: 3 clusters Score -1880723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 2 contains 117024 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 5 contains 39680 members 
Mstep: Class 6 contains 36176 members 
Mstep: Class 7 contains 18050 members 
Mstep: Class 8 contains 4595 members 
Mstep: Class 9 contains 108141 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 7708 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 111198 members 
Mstep: Class 14 contains 28207 members 
Mstep: Class 15 contains 138669 members 
Mstep: Class 16 contains 3181 members 
Mstep: Class 17 contains 6123 members 
Mstep: Class 18 contains 7390 members 
Mstep: Class 19 contains 15107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111678024.000000 Penalty: 69167.054688
Iteration 39Q: 32 clusters Score -1.11678e+08 nChanged 26994
Entering Unmasked Mstep 
Mstep: Class 0 contains 373 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 116053 members 
Mstep: Class 3 contains 619 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 40704 members 
Mstep: Class 6 contains 35589 members 
Mstep: Class 7 contains 17990 members 
Mstep: Class 8 contains 5544 members 
Mstep: Class 9 contains 111495 members 
Mstep: Class 10 contains 3120 members 
Mstep: Class 11 contains 8484 members 
Mstep: Class 12 contains 1418 members 
Mstep: Class 13 contains 111118 members 
Mstep: Class 14 contains 30254 members 
Mstep: Class 15 contains 136270 members 
Mstep: Class 16 contains 3285 members 
Mstep: Class 17 contains 6613 members 
Mstep: Class 18 contains 8020 members 
Mstep: Class 19 contains 15035 members 
Mstep: Class 20 contains 6801 members 
Mstep: Class 21 contains 1670 members 
Mstep: Class 22 contains 7304 members 
Mstep: Class 23 contains 108476 members 
Mstep: Class 24 contains 11680 members 
Mstep: Class 25 contains 101977 members 
Mstep: Class 26 contains 926 members 
Mstep: Class 27 contains 1356 members 
Mstep: Class 28 contains 7141 members 
Mstep: Class 29 contains 5010 members 
Mstep: Class 30 contains 2260 members 
Mstep: Class 31 contains 9598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111693856.000000 Penalty: 69167.054688
Iteration 40F: 32 clusters Score -1.116939e+08 nChanged 20841
Entering Unmasked Mstep 
Mstep: Class 0 contains 309 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 114666 members 
Mstep: Class 3 contains 657 members 
Mstep: Class 4 contains 1577 members 
Mstep: Class 5 contains 41475 members 
Mstep: Class 6 contains 34735 members 
Mstep: Class 7 contains 17189 members 
Mstep: Class 8 contains 6150 members 
Mstep: Class 9 contains 112935 members 
Mstep: Class 10 contains 3223 members 
Mstep: Class 11 contains 8967 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 110402 members 
Mstep: Class 14 contains 31099 members 
Mstep: Class 15 contains 133937 members 
Mstep: Class 16 contains 3284 members 
Mstep: Class 17 contains 6667 members 
Mstep: Class 18 contains 8379 members 
Mstep: Class 19 contains 14973 members 
Mstep: Class 20 contains 6921 members 
Mstep: Class 21 contains 1819 members 
Mstep: Class 22 contains 7477 members 
Mstep: Class 23 contains 107475 members 
Mstep: Class 24 contains 12434 members 
Mstep: Class 25 contains 103439 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 1452 members 
Mstep: Class 28 contains 7191 members 
Mstep: Class 29 contains 4934 members 
Mstep: Class 30 contains 2334 members 
Mstep: Class 31 contains 9428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111701792.000000 Penalty: 69167.054688
Iteration 41Q: 32 clusters Score -1.117018e+08 nChanged 15271
Entering Unmasked Mstep 
Mstep: Class 0 contains 295 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 113556 members 
Mstep: Class 3 contains 662 members 
Mstep: Class 4 contains 1635 members 
Mstep: Class 5 contains 42145 members 
Mstep: Class 6 contains 34112 members 
Mstep: Class 7 contains 16600 members 
Mstep: Class 8 contains 6703 members 
Mstep: Class 9 contains 113734 members 
Mstep: Class 10 contains 3360 members 
Mstep: Class 11 contains 9345 members 
Mstep: Class 12 contains 1160 members 
Mstep: Class 13 contains 109599 members 
Mstep: Class 14 contains 31649 members 
Mstep: Class 15 contains 131916 members 
Mstep: Class 16 contains 3286 members 
Mstep: Class 17 contains 6768 members 
Mstep: Class 18 contains 8722 members 
Mstep: Class 19 contains 14923 members 
Mstep: Class 20 contains 6953 members 
Mstep: Class 21 contains 1959 members 
Mstep: Class 22 contains 7746 members 
Mstep: Class 23 contains 106743 members 
Mstep: Class 24 contains 13275 members 
Mstep: Class 25 contains 104614 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 1498 members 
Mstep: Class 28 contains 7286 members 
Mstep: Class 29 contains 4875 members 
Mstep: Class 30 contains 2311 members 
Mstep: Class 31 contains 9373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111707072.000000 Penalty: 69167.054688
Iteration 42Q: 32 clusters Score -1.117071e+08 nChanged 13285
Entering Unmasked Mstep 
Mstep: Class 0 contains 295 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 112638 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 42783 members 
Mstep: Class 6 contains 33632 members 
Mstep: Class 7 contains 16094 members 
Mstep: Class 8 contains 7232 members 
Mstep: Class 9 contains 113999 members 
Mstep: Class 10 contains 3476 members 
Mstep: Class 11 contains 9646 members 
Mstep: Class 12 contains 1118 members 
Mstep: Class 13 contains 108858 members 
Mstep: Class 14 contains 32056 members 
Mstep: Class 15 contains 130101 members 
Mstep: Class 16 contains 3288 members 
Mstep: Class 17 contains 6884 members 
Mstep: Class 18 contains 9058 members 
Mstep: Class 19 contains 14879 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 2081 members 
Mstep: Class 22 contains 8031 members 
Mstep: Class 23 contains 106292 members 
Mstep: Class 24 contains 14246 members 
Mstep: Class 25 contains 105434 members 
Mstep: Class 26 contains 868 members 
Mstep: Class 27 contains 1505 members 
Mstep: Class 28 contains 7393 members 
Mstep: Class 29 contains 4885 members 
Mstep: Class 30 contains 2270 members 
Mstep: Class 31 contains 9348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111711008.000000 Penalty: 69167.054688
Iteration 43Q: 32 clusters Score -1.11711e+08 nChanged 11920
Entering Unmasked Mstep 
Mstep: Class 0 contains 295 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 111893 members 
Mstep: Class 3 contains 653 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 43460 members 
Mstep: Class 6 contains 33255 members 
Mstep: Class 7 contains 15684 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 113784 members 
Mstep: Class 10 contains 3589 members 
Mstep: Class 11 contains 9863 members 
Mstep: Class 12 contains 1100 members 
Mstep: Class 13 contains 108252 members 
Mstep: Class 14 contains 32379 members 
Mstep: Class 15 contains 128452 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 6942 members 
Mstep: Class 18 contains 9326 members 
Mstep: Class 19 contains 14861 members 
Mstep: Class 20 contains 6932 members 
Mstep: Class 21 contains 2202 members 
Mstep: Class 22 contains 8338 members 
Mstep: Class 23 contains 106013 members 
Mstep: Class 24 contains 15293 members 
Mstep: Class 25 contains 105903 members 
Mstep: Class 26 contains 846 members 
Mstep: Class 27 contains 1523 members 
Mstep: Class 28 contains 7503 members 
Mstep: Class 29 contains 4977 members 
Mstep: Class 30 contains 2201 members 
Mstep: Class 31 contains 9337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111713832.000000 Penalty: 69167.054688
Iteration 44Q: 32 clusters Score -1.117138e+08 nChanged 10975
Entering Unmasked Mstep 
Mstep: Class 0 contains 295 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 111466 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 1758 members 
Mstep: Class 5 contains 44144 members 
Mstep: Class 6 contains 32940 members 
Mstep: Class 7 contains 15317 members 
Mstep: Class 8 contains 8357 members 
Mstep: Class 9 contains 113203 members 
Mstep: Class 10 contains 3713 members 
Mstep: Class 11 contains 10026 members 
Mstep: Class 12 contains 1095 members 
Mstep: Class 13 contains 107869 members 
Mstep: Class 14 contains 32627 members 
Mstep: Class 15 contains 126777 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 6993 members 
Mstep: Class 18 contains 9507 members 
Mstep: Class 19 contains 14845 members 
Mstep: Class 20 contains 6916 members 
Mstep: Class 21 contains 2319 members 
Mstep: Class 22 contains 8611 members 
Mstep: Class 23 contains 105815 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 106142 members 
Mstep: Class 26 contains 839 members 
Mstep: Class 27 contains 1525 members 
Mstep: Class 28 contains 7577 members 
Mstep: Class 29 contains 5192 members 
Mstep: Class 30 contains 2147 members 
Mstep: Class 31 contains 9327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111715912.000000 Penalty: 69167.054688
Iteration 45Q: 32 clusters Score -1.117159e+08 nChanged 10025
Entering Unmasked Mstep 
Mstep: Class 0 contains 295 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 111154 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 1784 members 
Mstep: Class 5 contains 44870 members 
Mstep: Class 6 contains 32754 members 
Mstep: Class 7 contains 15037 members 
Mstep: Class 8 contains 8847 members 
Mstep: Class 9 contains 112533 members 
Mstep: Class 10 contains 3841 members 
Mstep: Class 11 contains 10160 members 
Mstep: Class 12 contains 1094 members 
Mstep: Class 13 contains 107528 members 
Mstep: Class 14 contains 32781 members 
Mstep: Class 15 contains 125203 members 
Mstep: Class 16 contains 3288 members 
Mstep: Class 17 contains 7039 members 
Mstep: Class 18 contains 9655 members 
Mstep: Class 19 contains 14839 members 
Mstep: Class 20 contains 6896 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 8864 members 
Mstep: Class 23 contains 105690 members 
Mstep: Class 24 contains 17574 members 
Mstep: Class 25 contains 106073 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 7650 members 
Mstep: Class 29 contains 5406 members 
Mstep: Class 30 contains 2078 members 
Mstep: Class 31 contains 9319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111717840.000000 Penalty: 69167.054688
Iteration 46Q: 32 clusters Score -1.117178e+08 nChanged 9262
Entering Unmasked Mstep 
Mstep: Class 0 contains 295 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 110984 members 
Mstep: Class 3 contains 653 members 
Mstep: Class 4 contains 1814 members 
Mstep: Class 5 contains 45572 members 
Mstep: Class 6 contains 32564 members 
Mstep: Class 7 contains 14797 members 
Mstep: Class 8 contains 9313 members 
Mstep: Class 9 contains 111910 members 
Mstep: Class 10 contains 3947 members 
Mstep: Class 11 contains 10265 members 
Mstep: Class 12 contains 1095 members 
Mstep: Class 13 contains 107272 members 
Mstep: Class 14 contains 32910 members 
Mstep: Class 15 contains 123637 members 
Mstep: Class 16 contains 3297 members 
Mstep: Class 17 contains 7098 members 
Mstep: Class 18 contains 9766 members 
Mstep: Class 19 contains 14826 members 
Mstep: Class 20 contains 6870 members 
Mstep: Class 21 contains 2529 members 
Mstep: Class 22 contains 9126 members 
Mstep: Class 23 contains 105576 members 
Mstep: Class 24 contains 18716 members 
Mstep: Class 25 contains 105866 members 
Mstep: Class 26 contains 817 members 
Mstep: Class 27 contains 1535 members 
Mstep: Class 28 contains 7723 members 
Mstep: Class 29 contains 5574 members 
Mstep: Class 30 contains 2010 members 
Mstep: Class 31 contains 9320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111719320.000000 Penalty: 69167.054688
Iteration 47Q: 32 clusters Score -1.117193e+08 nChanged 8675
Entering Unmasked Mstep 
Mstep: Class 0 contains 295 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 110962 members 
Mstep: Class 3 contains 654 members 
Mstep: Class 4 contains 1832 members 
Mstep: Class 5 contains 46241 members 
Mstep: Class 6 contains 32396 members 
Mstep: Class 7 contains 14612 members 
Mstep: Class 8 contains 9742 members 
Mstep: Class 9 contains 111263 members 
Mstep: Class 10 contains 4046 members 
Mstep: Class 11 contains 10364 members 
Mstep: Class 12 contains 1094 members 
Mstep: Class 13 contains 106998 members 
Mstep: Class 14 contains 33025 members 
Mstep: Class 15 contains 122189 members 
Mstep: Class 16 contains 3302 members 
Mstep: Class 17 contains 7133 members 
Mstep: Class 18 contains 9878 members 
Mstep: Class 19 contains 14829 members 
Mstep: Class 20 contains 6856 members 
Mstep: Class 21 contains 2654 members 
Mstep: Class 22 contains 9362 members 
Mstep: Class 23 contains 105546 members 
Mstep: Class 24 contains 19882 members 
Mstep: Class 25 contains 105446 members 
Mstep: Class 26 contains 806 members 
Mstep: Class 27 contains 1539 members 
Mstep: Class 28 contains 7775 members 
Mstep: Class 29 contains 5675 members 
Mstep: Class 30 contains 1959 members 
Mstep: Class 31 contains 9319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111721200.000000 Penalty: 69167.054688
Iteration 48Q: 32 clusters Score -1.117212e+08 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 295 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 110945 members 
Mstep: Class 3 contains 654 members 
Mstep: Class 4 contains 1844 members 
Mstep: Class 5 contains 46935 members 
Mstep: Class 6 contains 32213 members 
Mstep: Class 7 contains 14447 members 
Mstep: Class 8 contains 10175 members 
Mstep: Class 9 contains 110725 members 
Mstep: Class 10 contains 4147 members 
Mstep: Class 11 contains 10424 members 
Mstep: Class 12 contains 1094 members 
Mstep: Class 13 contains 106721 members 
Mstep: Class 14 contains 33134 members 
Mstep: Class 15 contains 120825 members 
Mstep: Class 16 contains 3317 members 
Mstep: Class 17 contains 7170 members 
Mstep: Class 18 contains 9936 members 
Mstep: Class 19 contains 14828 members 
Mstep: Class 20 contains 6842 members 
Mstep: Class 21 contains 2771 members 
Mstep: Class 22 contains 9600 members 
Mstep: Class 23 contains 105468 members 
Mstep: Class 24 contains 21029 members 
Mstep: Class 25 contains 104972 members 
Mstep: Class 26 contains 806 members 
Mstep: Class 27 contains 1547 members 
Mstep: Class 28 contains 7808 members 
Mstep: Class 29 contains 5763 members 
Mstep: Class 30 contains 1920 members 
Mstep: Class 31 contains 9318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111722704.000000 Penalty: 69167.054688
Iteration 49Q: 32 clusters Score -1.117227e+08 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 295 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 110977 members 
Mstep: Class 3 contains 654 members 
Mstep: Class 4 contains 1863 members 
Mstep: Class 5 contains 47602 members 
Mstep: Class 6 contains 31980 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 10566 members 
Mstep: Class 9 contains 110203 members 
Mstep: Class 10 contains 4252 members 
Mstep: Class 11 contains 10483 members 
Mstep: Class 12 contains 1094 members 
Mstep: Class 13 contains 106487 members 
Mstep: Class 14 contains 33220 members 
Mstep: Class 15 contains 119562 members 
Mstep: Class 16 contains 3327 members 
Mstep: Class 17 contains 7194 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 14820 members 
Mstep: Class 20 contains 6838 members 
Mstep: Class 21 contains 2875 members 
Mstep: Class 22 contains 9873 members 
Mstep: Class 23 contains 105401 members 
Mstep: Class 24 contains 22129 members 
Mstep: Class 25 contains 104439 members 
Mstep: Class 26 contains 808 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 7831 members 
Mstep: Class 29 contains 5822 members 
Mstep: Class 30 contains 1892 members 
Mstep: Class 31 contains 9321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111724624.000000 Penalty: 69167.054688
Iteration 50Q: 32 clusters Score -1.117246e+08 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 295 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 110974 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 1881 members 
Mstep: Class 5 contains 48276 members 
Mstep: Class 6 contains 31784 members 
Mstep: Class 7 contains 14179 members 
Mstep: Class 8 contains 10935 members 
Mstep: Class 9 contains 109674 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 1096 members 
Mstep: Class 13 contains 106216 members 
Mstep: Class 14 contains 33321 members 
Mstep: Class 15 contains 118472 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 7209 members 
Mstep: Class 18 contains 10016 members 
Mstep: Class 19 contains 14810 members 
Mstep: Class 20 contains 6834 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 10112 members 
Mstep: Class 23 contains 105292 members 
Mstep: Class 24 contains 23202 members 
Mstep: Class 25 contains 103949 members 
Mstep: Class 26 contains 809 members 
Mstep: Class 27 contains 1557 members 
Mstep: Class 28 contains 7856 members 
Mstep: Class 29 contains 5872 members 
Mstep: Class 30 contains 1877 members 
Mstep: Class 31 contains 9323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111725936.000000 Penalty: 69167.054688
Iteration 51Q: 32 clusters Score -1.117259e+08 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 295 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 110850 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 1897 members 
Mstep: Class 5 contains 48939 members 
Mstep: Class 6 contains 31600 members 
Mstep: Class 7 contains 14058 members 
Mstep: Class 8 contains 11337 members 
Mstep: Class 9 contains 109155 members 
Mstep: Class 10 contains 4479 members 
Mstep: Class 11 contains 10573 members 
Mstep: Class 12 contains 1098 members 
Mstep: Class 13 contains 106036 members 
Mstep: Class 14 contains 33418 members 
Mstep: Class 15 contains 117403 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 7230 members 
Mstep: Class 18 contains 10028 members 
Mstep: Class 19 contains 14804 members 
Mstep: Class 20 contains 6824 members 
Mstep: Class 21 contains 3074 members 
Mstep: Class 22 contains 10363 members 
Mstep: Class 23 contains 105139 members 
Mstep: Class 24 contains 24271 members 
Mstep: Class 25 contains 103462 members 
Mstep: Class 26 contains 808 members 
Mstep: Class 27 contains 1557 members 
Mstep: Class 28 contains 7863 members 
Mstep: Class 29 contains 5928 members 
Mstep: Class 30 contains 1864 members 
Mstep: Class 31 contains 9325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111727176.000000 Penalty: 69167.054688
Iteration 52Q: 32 clusters Score -1.117272e+08 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 295 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 110753 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 1903 members 
Mstep: Class 5 contains 49587 members 
Mstep: Class 6 contains 31451 members 
Mstep: Class 7 contains 13932 members 
Mstep: Class 8 contains 11670 members 
Mstep: Class 9 contains 108544 members 
Mstep: Class 10 contains 4587 members 
Mstep: Class 11 contains 10630 members 
Mstep: Class 12 contains 1095 members 
Mstep: Class 13 contains 105912 members 
Mstep: Class 14 contains 33507 members 
Mstep: Class 15 contains 116426 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 7243 members 
Mstep: Class 18 contains 10035 members 
Mstep: Class 19 contains 14798 members 
Mstep: Class 20 contains 6819 members 
Mstep: Class 21 contains 3162 members 
Mstep: Class 22 contains 10566 members 
Mstep: Class 23 contains 104991 members 
Mstep: Class 24 contains 25357 members 
Mstep: Class 25 contains 103045 members 
Mstep: Class 26 contains 808 members 
Mstep: Class 27 contains 1558 members 
Mstep: Class 28 contains 7856 members 
Mstep: Class 29 contains 5965 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 9323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111728696.000000 Penalty: 69167.054688
Iteration 53Q: 32 clusters Score -1.117287e+08 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 295 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 110538 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 1910 members 
Mstep: Class 5 contains 50233 members 
Mstep: Class 6 contains 31301 members 
Mstep: Class 7 contains 13826 members 
Mstep: Class 8 contains 11970 members 
Mstep: Class 9 contains 108021 members 
Mstep: Class 10 contains 4684 members 
Mstep: Class 11 contains 10667 members 
Mstep: Class 12 contains 1096 members 
Mstep: Class 13 contains 105832 members 
Mstep: Class 14 contains 33595 members 
Mstep: Class 15 contains 115491 members 
Mstep: Class 16 contains 3350 members 
Mstep: Class 17 contains 7246 members 
Mstep: Class 18 contains 10049 members 
Mstep: Class 19 contains 14781 members 
Mstep: Class 20 contains 6814 members 
Mstep: Class 21 contains 3253 members 
Mstep: Class 22 contains 10789 members 
Mstep: Class 23 contains 104838 members 
Mstep: Class 24 contains 26413 members 
Mstep: Class 25 contains 102636 members 
Mstep: Class 26 contains 807 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 7862 members 
Mstep: Class 29 contains 5992 members 
Mstep: Class 30 contains 1855 members 
Mstep: Class 31 contains 9320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111729800.000000 Penalty: 69167.054688
Iteration 54Q: 32 clusters Score -1.117298e+08 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 295 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 110266 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 1916 members 
Mstep: Class 5 contains 50863 members 
Mstep: Class 6 contains 31149 members 
Mstep: Class 7 contains 13719 members 
Mstep: Class 8 contains 12243 members 
Mstep: Class 9 contains 107535 members 
Mstep: Class 10 contains 4766 members 
Mstep: Class 11 contains 10708 members 
Mstep: Class 12 contains 1096 members 
Mstep: Class 13 contains 105744 members 
Mstep: Class 14 contains 33659 members 
Mstep: Class 15 contains 114687 members 
Mstep: Class 16 contains 3363 members 
Mstep: Class 17 contains 7246 members 
Mstep: Class 18 contains 10061 members 
Mstep: Class 19 contains 14764 members 
Mstep: Class 20 contains 6801 members 
Mstep: Class 21 contains 3335 members 
Mstep: Class 22 contains 11002 members 
Mstep: Class 23 contains 104679 members 
Mstep: Class 24 contains 27506 members 
Mstep: Class 25 contains 102192 members 
Mstep: Class 26 contains 808 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 7864 members 
Mstep: Class 29 contains 6025 members 
Mstep: Class 30 contains 1853 members 
Mstep: Class 31 contains 9321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111731168.000000 Penalty: 69167.054688
Iteration 55Q: 32 clusters Score -1.117312e+08 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 295 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 109999 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 1917 members 
Mstep: Class 5 contains 51431 members 
Mstep: Class 6 contains 31035 members 
Mstep: Class 7 contains 13639 members 
Mstep: Class 8 contains 12516 members 
Mstep: Class 9 contains 107050 members 
Mstep: Class 10 contains 4845 members 
Mstep: Class 11 contains 10724 members 
Mstep: Class 12 contains 1098 members 
Mstep: Class 13 contains 105656 members 
Mstep: Class 14 contains 33741 members 
Mstep: Class 15 contains 113988 members 
Mstep: Class 16 contains 3370 members 
Mstep: Class 17 contains 7252 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 14755 members 
Mstep: Class 20 contains 6796 members 
Mstep: Class 21 contains 3434 members 
Mstep: Class 22 contains 11185 members 
Mstep: Class 23 contains 104474 members 
Mstep: Class 24 contains 28539 members 
Mstep: Class 25 contains 101778 members 
Mstep: Class 26 contains 808 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 7871 members 
Mstep: Class 29 contains 6034 members 
Mstep: Class 30 contains 1851 members 
Mstep: Class 31 contains 9318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111732320.000000 Penalty: 69167.054688
Iteration 56Q: 32 clusters Score -1.117323e+08 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 295 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 109707 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 1924 members 
Mstep: Class 5 contains 52019 members 
Mstep: Class 6 contains 30964 members 
Mstep: Class 7 contains 13553 members 
Mstep: Class 8 contains 12774 members 
Mstep: Class 9 contains 106592 members 
Mstep: Class 10 contains 4920 members 
Mstep: Class 11 contains 10754 members 
Mstep: Class 12 contains 1099 members 
Mstep: Class 13 contains 105541 members 
Mstep: Class 14 contains 33832 members 
Mstep: Class 15 contains 113317 members 
Mstep: Class 16 contains 3374 members 
Mstep: Class 17 contains 7261 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 14737 members 
Mstep: Class 20 contains 6792 members 
Mstep: Class 21 contains 3515 members 
Mstep: Class 22 contains 11334 members 
Mstep: Class 23 contains 104265 members 
Mstep: Class 24 contains 29567 members 
Mstep: Class 25 contains 101382 members 
Mstep: Class 26 contains 808 members 
Mstep: Class 27 contains 1550 members 
Mstep: Class 28 contains 7868 members 
Mstep: Class 29 contains 6044 members 
Mstep: Class 30 contains 1850 members 
Mstep: Class 31 contains 9314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111733424.000000 Penalty: 69167.054688
Iteration 57Q: 32 clusters Score -1.117334e+08 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 295 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 109428 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 1928 members 
Mstep: Class 5 contains 52581 members 
Mstep: Class 6 contains 30875 members 
Mstep: Class 7 contains 13463 members 
Mstep: Class 8 contains 13030 members 
Mstep: Class 9 contains 106182 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 10784 members 
Mstep: Class 12 contains 1099 members 
Mstep: Class 13 contains 105360 members 
Mstep: Class 14 contains 33904 members 
Mstep: Class 15 contains 112772 members 
Mstep: Class 16 contains 3381 members 
Mstep: Class 17 contains 7270 members 
Mstep: Class 18 contains 10058 members 
Mstep: Class 19 contains 14718 members 
Mstep: Class 20 contains 6789 members 
Mstep: Class 21 contains 3603 members 
Mstep: Class 22 contains 11491 members 
Mstep: Class 23 contains 104091 members 
Mstep: Class 24 contains 30560 members 
Mstep: Class 25 contains 100923 members 
Mstep: Class 26 contains 808 members 
Mstep: Class 27 contains 1548 members 
Mstep: Class 28 contains 7860 members 
Mstep: Class 29 contains 6056 members 
Mstep: Class 30 contains 1849 members 
Mstep: Class 31 contains 9317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111734144.000000 Penalty: 69167.054688
Iteration 58Q: 32 clusters Score -1.117341e+08 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 295 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 109225 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 1929 members 
Mstep: Class 5 contains 53130 members 
Mstep: Class 6 contains 30748 members 
Mstep: Class 7 contains 13390 members 
Mstep: Class 8 contains 13282 members 
Mstep: Class 9 contains 105891 members 
Mstep: Class 10 contains 5070 members 
Mstep: Class 11 contains 10814 members 
Mstep: Class 12 contains 1099 members 
Mstep: Class 13 contains 105118 members 
Mstep: Class 14 contains 33987 members 
Mstep: Class 15 contains 112245 members 
Mstep: Class 16 contains 3393 members 
Mstep: Class 17 contains 7272 members 
Mstep: Class 18 contains 10063 members 
Mstep: Class 19 contains 14704 members 
Mstep: Class 20 contains 6783 members 
Mstep: Class 21 contains 3685 members 
Mstep: Class 22 contains 11659 members 
Mstep: Class 23 contains 103927 members 
Mstep: Class 24 contains 31462 members 
Mstep: Class 25 contains 100428 members 
Mstep: Class 26 contains 806 members 
Mstep: Class 27 contains 1549 members 
Mstep: Class 28 contains 7851 members 
Mstep: Class 29 contains 6051 members 
Mstep: Class 30 contains 1848 members 
Mstep: Class 31 contains 9315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111735400.000000 Penalty: 69167.054688
Iteration 59Q: 32 clusters Score -1.117354e+08 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 295 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 109067 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 53617 members 
Mstep: Class 6 contains 30622 members 
Mstep: Class 7 contains 13339 members 
Mstep: Class 8 contains 13548 members 
Mstep: Class 9 contains 105753 members 
Mstep: Class 10 contains 5142 members 
Mstep: Class 11 contains 10831 members 
Mstep: Class 12 contains 1095 members 
Mstep: Class 13 contains 104844 members 
Mstep: Class 14 contains 34042 members 
Mstep: Class 15 contains 111697 members 
Mstep: Class 16 contains 3395 members 
Mstep: Class 17 contains 7277 members 
Mstep: Class 18 contains 10053 members 
Mstep: Class 19 contains 14688 members 
Mstep: Class 20 contains 6780 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 11839 members 
Mstep: Class 23 contains 103789 members 
Mstep: Class 24 contains 32275 members 
Mstep: Class 25 contains 99909 members 
Mstep: Class 26 contains 807 members 
Mstep: Class 27 contains 1550 members 
Mstep: Class 28 contains 7848 members 
Mstep: Class 29 contains 6053 members 
Mstep: Class 30 contains 1845 members 
Mstep: Class 31 contains 9315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111737832.000000 Penalty: 69167.054688
Iteration 60F: 32 clusters Score -1.117378e+08 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 108863 members 
Mstep: Class 3 contains 689 members 
Mstep: Class 4 contains 1933 members 
Mstep: Class 5 contains 54130 members 
Mstep: Class 6 contains 30517 members 
Mstep: Class 7 contains 13228 members 
Mstep: Class 8 contains 13829 members 
Mstep: Class 9 contains 105378 members 
Mstep: Class 10 contains 5202 members 
Mstep: Class 11 contains 10813 members 
Mstep: Class 12 contains 1069 members 
Mstep: Class 13 contains 104620 members 
Mstep: Class 14 contains 34091 members 
Mstep: Class 15 contains 111138 members 
Mstep: Class 16 contains 3404 members 
Mstep: Class 17 contains 7278 members 
Mstep: Class 18 contains 10048 members 
Mstep: Class 19 contains 14676 members 
Mstep: Class 20 contains 6775 members 
Mstep: Class 21 contains 3925 members 
Mstep: Class 22 contains 11992 members 
Mstep: Class 23 contains 103657 members 
Mstep: Class 24 contains 33366 members 
Mstep: Class 25 contains 99369 members 
Mstep: Class 26 contains 811 members 
Mstep: Class 27 contains 1543 members 
Mstep: Class 28 contains 7848 members 
Mstep: Class 29 contains 6061 members 
Mstep: Class 30 contains 1861 members 
Mstep: Class 31 contains 9315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111740224.000000 Penalty: 69167.054688
Iteration 61Q: 32 clusters Score -1.117402e+08 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 108672 members 
Mstep: Class 3 contains 698 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 54616 members 
Mstep: Class 6 contains 30440 members 
Mstep: Class 7 contains 13124 members 
Mstep: Class 8 contains 14064 members 
Mstep: Class 9 contains 104986 members 
Mstep: Class 10 contains 5261 members 
Mstep: Class 11 contains 10802 members 
Mstep: Class 12 contains 1053 members 
Mstep: Class 13 contains 104409 members 
Mstep: Class 14 contains 34146 members 
Mstep: Class 15 contains 110648 members 
Mstep: Class 16 contains 3409 members 
Mstep: Class 17 contains 7301 members 
Mstep: Class 18 contains 10043 members 
Mstep: Class 19 contains 14669 members 
Mstep: Class 20 contains 6765 members 
Mstep: Class 21 contains 4027 members 
Mstep: Class 22 contains 12126 members 
Mstep: Class 23 contains 103532 members 
Mstep: Class 24 contains 34489 members 
Mstep: Class 25 contains 98797 members 
Mstep: Class 26 contains 810 members 
Mstep: Class 27 contains 1549 members 
Mstep: Class 28 contains 7844 members 
Mstep: Class 29 contains 6067 members 
Mstep: Class 30 contains 1851 members 
Mstep: Class 31 contains 9314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111741792.000000 Penalty: 69167.054688
Iteration 62Q: 32 clusters Score -1.117418e+08 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 108526 members 
Mstep: Class 3 contains 689 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 55013 members 
Mstep: Class 6 contains 30346 members 
Mstep: Class 7 contains 13036 members 
Mstep: Class 8 contains 14266 members 
Mstep: Class 9 contains 104549 members 
Mstep: Class 10 contains 5324 members 
Mstep: Class 11 contains 10788 members 
Mstep: Class 12 contains 1047 members 
Mstep: Class 13 contains 104218 members 
Mstep: Class 14 contains 34223 members 
Mstep: Class 15 contains 110221 members 
Mstep: Class 16 contains 3411 members 
Mstep: Class 17 contains 7325 members 
Mstep: Class 18 contains 10035 members 
Mstep: Class 19 contains 14663 members 
Mstep: Class 20 contains 6760 members 
Mstep: Class 21 contains 4130 members 
Mstep: Class 22 contains 12267 members 
Mstep: Class 23 contains 103414 members 
Mstep: Class 24 contains 35606 members 
Mstep: Class 25 contains 98241 members 
Mstep: Class 26 contains 810 members 
Mstep: Class 27 contains 1552 members 
Mstep: Class 28 contains 7838 members 
Mstep: Class 29 contains 6073 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 9315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111743888.000000 Penalty: 69167.054688
Iteration 63Q: 32 clusters Score -1.117439e+08 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 108400 members 
Mstep: Class 3 contains 685 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 55428 members 
Mstep: Class 6 contains 30228 members 
Mstep: Class 7 contains 12956 members 
Mstep: Class 8 contains 14475 members 
Mstep: Class 9 contains 104124 members 
Mstep: Class 10 contains 5390 members 
Mstep: Class 11 contains 10781 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 103997 members 
Mstep: Class 14 contains 34291 members 
Mstep: Class 15 contains 109756 members 
Mstep: Class 16 contains 3406 members 
Mstep: Class 17 contains 7370 members 
Mstep: Class 18 contains 10034 members 
Mstep: Class 19 contains 14656 members 
Mstep: Class 20 contains 6748 members 
Mstep: Class 21 contains 4208 members 
Mstep: Class 22 contains 12418 members 
Mstep: Class 23 contains 103312 members 
Mstep: Class 24 contains 36754 members 
Mstep: Class 25 contains 97677 members 
Mstep: Class 26 contains 810 members 
Mstep: Class 27 contains 1557 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 6077 members 
Mstep: Class 30 contains 1791 members 
Mstep: Class 31 contains 9315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111744952.000000 Penalty: 69167.054688
Iteration 64Q: 32 clusters Score -1.11745e+08 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 108272 members 
Mstep: Class 3 contains 685 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 55783 members 
Mstep: Class 6 contains 30128 members 
Mstep: Class 7 contains 12892 members 
Mstep: Class 8 contains 14665 members 
Mstep: Class 9 contains 103721 members 
Mstep: Class 10 contains 5449 members 
Mstep: Class 11 contains 10781 members 
Mstep: Class 12 contains 1033 members 
Mstep: Class 13 contains 103769 members 
Mstep: Class 14 contains 34375 members 
Mstep: Class 15 contains 109371 members 
Mstep: Class 16 contains 3409 members 
Mstep: Class 17 contains 7410 members 
Mstep: Class 18 contains 10029 members 
Mstep: Class 19 contains 14645 members 
Mstep: Class 20 contains 6737 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 12539 members 
Mstep: Class 23 contains 103152 members 
Mstep: Class 24 contains 37887 members 
Mstep: Class 25 contains 97148 members 
Mstep: Class 26 contains 811 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 7821 members 
Mstep: Class 29 contains 6090 members 
Mstep: Class 30 contains 1766 members 
Mstep: Class 31 contains 9311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111746784.000000 Penalty: 69167.054688
Iteration 65Q: 32 clusters Score -1.117468e+08 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 108084 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 1940 members 
Mstep: Class 5 contains 56095 members 
Mstep: Class 6 contains 30011 members 
Mstep: Class 7 contains 12839 members 
Mstep: Class 8 contains 14836 members 
Mstep: Class 9 contains 103315 members 
Mstep: Class 10 contains 5504 members 
Mstep: Class 11 contains 10771 members 
Mstep: Class 12 contains 1035 members 
Mstep: Class 13 contains 103562 members 
Mstep: Class 14 contains 34449 members 
Mstep: Class 15 contains 109035 members 
Mstep: Class 16 contains 3419 members 
Mstep: Class 17 contains 7425 members 
Mstep: Class 18 contains 10022 members 
Mstep: Class 19 contains 14646 members 
Mstep: Class 20 contains 6735 members 
Mstep: Class 21 contains 4345 members 
Mstep: Class 22 contains 12653 members 
Mstep: Class 23 contains 102996 members 
Mstep: Class 24 contains 39047 members 
Mstep: Class 25 contains 96655 members 
Mstep: Class 26 contains 812 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 7814 members 
Mstep: Class 29 contains 6102 members 
Mstep: Class 30 contains 1747 members 
Mstep: Class 31 contains 9314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111747952.000000 Penalty: 69167.054688
Iteration 66Q: 32 clusters Score -1.11748e+08 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 107919 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 1939 members 
Mstep: Class 5 contains 56436 members 
Mstep: Class 6 contains 29876 members 
Mstep: Class 7 contains 12796 members 
Mstep: Class 8 contains 14998 members 
Mstep: Class 9 contains 102879 members 
Mstep: Class 10 contains 5544 members 
Mstep: Class 11 contains 10766 members 
Mstep: Class 12 contains 1039 members 
Mstep: Class 13 contains 103332 members 
Mstep: Class 14 contains 34527 members 
Mstep: Class 15 contains 108696 members 
Mstep: Class 16 contains 3426 members 
Mstep: Class 17 contains 7435 members 
Mstep: Class 18 contains 10008 members 
Mstep: Class 19 contains 14642 members 
Mstep: Class 20 contains 6722 members 
Mstep: Class 21 contains 4399 members 
Mstep: Class 22 contains 12783 members 
Mstep: Class 23 contains 102869 members 
Mstep: Class 24 contains 40210 members 
Mstep: Class 25 contains 96193 members 
Mstep: Class 26 contains 812 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 7788 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 1741 members 
Mstep: Class 31 contains 9318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111749576.000000 Penalty: 69167.054688
Iteration 67Q: 32 clusters Score -1.117496e+08 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 107745 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 1940 members 
Mstep: Class 5 contains 56772 members 
Mstep: Class 6 contains 29731 members 
Mstep: Class 7 contains 12757 members 
Mstep: Class 8 contains 15142 members 
Mstep: Class 9 contains 102487 members 
Mstep: Class 10 contains 5592 members 
Mstep: Class 11 contains 10773 members 
Mstep: Class 12 contains 1039 members 
Mstep: Class 13 contains 103131 members 
Mstep: Class 14 contains 34591 members 
Mstep: Class 15 contains 108387 members 
Mstep: Class 16 contains 3424 members 
Mstep: Class 17 contains 7449 members 
Mstep: Class 18 contains 10005 members 
Mstep: Class 19 contains 14637 members 
Mstep: Class 20 contains 6711 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 12917 members 
Mstep: Class 23 contains 102754 members 
Mstep: Class 24 contains 41315 members 
Mstep: Class 25 contains 95720 members 
Mstep: Class 26 contains 812 members 
Mstep: Class 27 contains 1560 members 
Mstep: Class 28 contains 7764 members 
Mstep: Class 29 contains 6131 members 
Mstep: Class 30 contains 1729 members 
Mstep: Class 31 contains 9318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111751416.000000 Penalty: 69167.054688
Iteration 68Q: 32 clusters Score -1.117514e+08 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 107598 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 1939 members 
Mstep: Class 5 contains 57025 members 
Mstep: Class 6 contains 29559 members 
Mstep: Class 7 contains 12731 members 
Mstep: Class 8 contains 15261 members 
Mstep: Class 9 contains 102257 members 
Mstep: Class 10 contains 5634 members 
Mstep: Class 11 contains 10776 members 
Mstep: Class 12 contains 1044 members 
Mstep: Class 13 contains 102899 members 
Mstep: Class 14 contains 34662 members 
Mstep: Class 15 contains 108100 members 
Mstep: Class 16 contains 3430 members 
Mstep: Class 17 contains 7462 members 
Mstep: Class 18 contains 9999 members 
Mstep: Class 19 contains 14636 members 
Mstep: Class 20 contains 6700 members 
Mstep: Class 21 contains 4481 members 
Mstep: Class 22 contains 13062 members 
Mstep: Class 23 contains 102662 members 
Mstep: Class 24 contains 42318 members 
Mstep: Class 25 contains 95229 members 
Mstep: Class 26 contains 810 members 
Mstep: Class 27 contains 1559 members 
Mstep: Class 28 contains 7748 members 
Mstep: Class 29 contains 6148 members 
Mstep: Class 30 contains 1724 members 
Mstep: Class 31 contains 9318 members 
Entering Unmasked Estep 
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Score: -111752584.000000 Penalty: 69167.054688
Iteration 69Q: 32 clusters Score -1.117526e+08 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 107417 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 1938 members 
Mstep: Class 5 contains 57274 members 
Mstep: Class 6 contains 29416 members 
Mstep: Class 7 contains 12689 members 
Mstep: Class 8 contains 15357 members 
Mstep: Class 9 contains 102095 members 
Mstep: Class 10 contains 5679 members 
Mstep: Class 11 contains 10788 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 102629 members 
Mstep: Class 14 contains 34730 members 
Mstep: Class 15 contains 107806 members 
Mstep: Class 16 contains 3440 members 
Mstep: Class 17 contains 7460 members 
Mstep: Class 18 contains 9995 members 
Mstep: Class 19 contains 14641 members 
Mstep: Class 20 contains 6690 members 
Mstep: Class 21 contains 4531 members 
Mstep: Class 22 contains 13186 members 
Mstep: Class 23 contains 102622 members 
Mstep: Class 24 contains 43256 members 
Mstep: Class 25 contains 94761 members 
Mstep: Class 26 contains 810 members 
Mstep: Class 27 contains 1568 members 
Mstep: Class 28 contains 7734 members 
Mstep: Class 29 contains 6170 members 
Mstep: Class 30 contains 1722 members 
Mstep: Class 31 contains 9319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111753936.000000 Penalty: 69167.054688
Iteration 70Q: 32 clusters Score -1.117539e+08 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 107231 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 1943 members 
Mstep: Class 5 contains 57497 members 
Mstep: Class 6 contains 29305 members 
Mstep: Class 7 contains 12638 members 
Mstep: Class 8 contains 15443 members 
Mstep: Class 9 contains 101982 members 
Mstep: Class 10 contains 5714 members 
Mstep: Class 11 contains 10789 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 102368 members 
Mstep: Class 14 contains 34791 members 
Mstep: Class 15 contains 107586 members 
Mstep: Class 16 contains 3443 members 
Mstep: Class 17 contains 7465 members 
Mstep: Class 18 contains 9992 members 
Mstep: Class 19 contains 14630 members 
Mstep: Class 20 contains 6675 members 
Mstep: Class 21 contains 4576 members 
Mstep: Class 22 contains 13302 members 
Mstep: Class 23 contains 102579 members 
Mstep: Class 24 contains 44173 members 
Mstep: Class 25 contains 94263 members 
Mstep: Class 26 contains 809 members 
Mstep: Class 27 contains 1571 members 
Mstep: Class 28 contains 7719 members 
Mstep: Class 29 contains 6196 members 
Mstep: Class 30 contains 1717 members 
Mstep: Class 31 contains 9321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111755112.000000 Penalty: 69167.054688
Iteration 71Q: 32 clusters Score -1.117551e+08 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 107091 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 1943 members 
Mstep: Class 5 contains 57668 members 
Mstep: Class 6 contains 29191 members 
Mstep: Class 7 contains 12577 members 
Mstep: Class 8 contains 15512 members 
Mstep: Class 9 contains 101809 members 
Mstep: Class 10 contains 5746 members 
Mstep: Class 11 contains 10792 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 102139 members 
Mstep: Class 14 contains 34846 members 
Mstep: Class 15 contains 107438 members 
Mstep: Class 16 contains 3444 members 
Mstep: Class 17 contains 7466 members 
Mstep: Class 18 contains 9995 members 
Mstep: Class 19 contains 14624 members 
Mstep: Class 20 contains 6660 members 
Mstep: Class 21 contains 4634 members 
Mstep: Class 22 contains 13402 members 
Mstep: Class 23 contains 102564 members 
Mstep: Class 24 contains 45027 members 
Mstep: Class 25 contains 93786 members 
Mstep: Class 26 contains 809 members 
Mstep: Class 27 contains 1586 members 
Mstep: Class 28 contains 7716 members 
Mstep: Class 29 contains 6218 members 
Mstep: Class 30 contains 1715 members 
Mstep: Class 31 contains 9320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111755944.000000 Penalty: 69167.054688
Iteration 72Q: 32 clusters Score -1.117559e+08 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 107045 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 1940 members 
Mstep: Class 5 contains 57812 members 
Mstep: Class 6 contains 29077 members 
Mstep: Class 7 contains 12528 members 
Mstep: Class 8 contains 15579 members 
Mstep: Class 9 contains 101639 members 
Mstep: Class 10 contains 5788 members 
Mstep: Class 11 contains 10787 members 
Mstep: Class 12 contains 1048 members 
Mstep: Class 13 contains 101920 members 
Mstep: Class 14 contains 34915 members 
Mstep: Class 15 contains 107335 members 
Mstep: Class 16 contains 3450 members 
Mstep: Class 17 contains 7468 members 
Mstep: Class 18 contains 9985 members 
Mstep: Class 19 contains 14629 members 
Mstep: Class 20 contains 6648 members 
Mstep: Class 21 contains 4684 members 
Mstep: Class 22 contains 13505 members 
Mstep: Class 23 contains 102557 members 
Mstep: Class 24 contains 45714 members 
Mstep: Class 25 contains 93327 members 
Mstep: Class 26 contains 808 members 
Mstep: Class 27 contains 1600 members 
Mstep: Class 28 contains 7711 members 
Mstep: Class 29 contains 6237 members 
Mstep: Class 30 contains 1719 members 
Mstep: Class 31 contains 9318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756448.000000 Penalty: 69167.054688
Iteration 73Q: 32 clusters Score -1.117564e+08 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 106917 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 1944 members 
Mstep: Class 5 contains 57941 members 
Mstep: Class 6 contains 28961 members 
Mstep: Class 7 contains 12473 members 
Mstep: Class 8 contains 15639 members 
Mstep: Class 9 contains 101609 members 
Mstep: Class 10 contains 5836 members 
Mstep: Class 11 contains 10781 members 
Mstep: Class 12 contains 1045 members 
Mstep: Class 13 contains 101789 members 
Mstep: Class 14 contains 34962 members 
Mstep: Class 15 contains 107216 members 
Mstep: Class 16 contains 3457 members 
Mstep: Class 17 contains 7475 members 
Mstep: Class 18 contains 9974 members 
Mstep: Class 19 contains 14627 members 
Mstep: Class 20 contains 6633 members 
Mstep: Class 21 contains 4725 members 
Mstep: Class 22 contains 13612 members 
Mstep: Class 23 contains 102531 members 
Mstep: Class 24 contains 46343 members 
Mstep: Class 25 contains 92872 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 1606 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 6271 members 
Mstep: Class 30 contains 1716 members 
Mstep: Class 31 contains 9313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757304.000000 Penalty: 69167.054688
Iteration 74Q: 32 clusters Score -1.117573e+08 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 106724 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 1947 members 
Mstep: Class 5 contains 58061 members 
Mstep: Class 6 contains 28883 members 
Mstep: Class 7 contains 12434 members 
Mstep: Class 8 contains 15701 members 
Mstep: Class 9 contains 101686 members 
Mstep: Class 10 contains 5872 members 
Mstep: Class 11 contains 10773 members 
Mstep: Class 12 contains 1045 members 
Mstep: Class 13 contains 101722 members 
Mstep: Class 14 contains 35005 members 
Mstep: Class 15 contains 107083 members 
Mstep: Class 16 contains 3463 members 
Mstep: Class 17 contains 7488 members 
Mstep: Class 18 contains 9973 members 
Mstep: Class 19 contains 14617 members 
Mstep: Class 20 contains 6627 members 
Mstep: Class 21 contains 4770 members 
Mstep: Class 22 contains 13721 members 
Mstep: Class 23 contains 102465 members 
Mstep: Class 24 contains 46859 members 
Mstep: Class 25 contains 92430 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 1608 members 
Mstep: Class 28 contains 7690 members 
Mstep: Class 29 contains 6296 members 
Mstep: Class 30 contains 1713 members 
Mstep: Class 31 contains 9312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757832.000000 Penalty: 69167.054688
Iteration 75Q: 32 clusters Score -1.117578e+08 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 106476 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 1949 members 
Mstep: Class 5 contains 58167 members 
Mstep: Class 6 contains 28821 members 
Mstep: Class 7 contains 12397 members 
Mstep: Class 8 contains 15752 members 
Mstep: Class 9 contains 101781 members 
Mstep: Class 10 contains 5898 members 
Mstep: Class 11 contains 10772 members 
Mstep: Class 12 contains 1044 members 
Mstep: Class 13 contains 101661 members 
Mstep: Class 14 contains 35028 members 
Mstep: Class 15 contains 107033 members 
Mstep: Class 16 contains 3462 members 
Mstep: Class 17 contains 7492 members 
Mstep: Class 18 contains 9972 members 
Mstep: Class 19 contains 14605 members 
Mstep: Class 20 contains 6623 members 
Mstep: Class 21 contains 4819 members 
Mstep: Class 22 contains 13834 members 
Mstep: Class 23 contains 102416 members 
Mstep: Class 24 contains 47315 members 
Mstep: Class 25 contains 92038 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 7678 members 
Mstep: Class 29 contains 6307 members 
Mstep: Class 30 contains 1706 members 
Mstep: Class 31 contains 9311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758024.000000 Penalty: 69167.054688
Iteration 76Q: 32 clusters Score -1.11758e+08 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 106301 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 1952 members 
Mstep: Class 5 contains 58319 members 
Mstep: Class 6 contains 28748 members 
Mstep: Class 7 contains 12353 members 
Mstep: Class 8 contains 15798 members 
Mstep: Class 9 contains 101790 members 
Mstep: Class 10 contains 5922 members 
Mstep: Class 11 contains 10767 members 
Mstep: Class 12 contains 1043 members 
Mstep: Class 13 contains 101658 members 
Mstep: Class 14 contains 35049 members 
Mstep: Class 15 contains 106851 members 
Mstep: Class 16 contains 3462 members 
Mstep: Class 17 contains 7492 members 
Mstep: Class 18 contains 9962 members 
Mstep: Class 19 contains 14603 members 
Mstep: Class 20 contains 6614 members 
Mstep: Class 21 contains 4861 members 
Mstep: Class 22 contains 13955 members 
Mstep: Class 23 contains 102387 members 
Mstep: Class 24 contains 47743 members 
Mstep: Class 25 contains 91703 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 1616 members 
Mstep: Class 28 contains 7669 members 
Mstep: Class 29 contains 6334 members 
Mstep: Class 30 contains 1705 members 
Mstep: Class 31 contains 9313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758440.000000 Penalty: 69167.054688
Iteration 77Q: 32 clusters Score -1.117584e+08 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 106130 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 1953 members 
Mstep: Class 5 contains 58476 members 
Mstep: Class 6 contains 28667 members 
Mstep: Class 7 contains 12320 members 
Mstep: Class 8 contains 15870 members 
Mstep: Class 9 contains 101717 members 
Mstep: Class 10 contains 5930 members 
Mstep: Class 11 contains 10770 members 
Mstep: Class 12 contains 1042 members 
Mstep: Class 13 contains 101617 members 
Mstep: Class 14 contains 35069 members 
Mstep: Class 15 contains 106766 members 
Mstep: Class 16 contains 3468 members 
Mstep: Class 17 contains 7492 members 
Mstep: Class 18 contains 9955 members 
Mstep: Class 19 contains 14606 members 
Mstep: Class 20 contains 6598 members 
Mstep: Class 21 contains 4898 members 
Mstep: Class 22 contains 14078 members 
Mstep: Class 23 contains 102348 members 
Mstep: Class 24 contains 48145 members 
Mstep: Class 25 contains 91397 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 1619 members 
Mstep: Class 28 contains 7664 members 
Mstep: Class 29 contains 6359 members 
Mstep: Class 30 contains 1705 members 
Mstep: Class 31 contains 9312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759000.000000 Penalty: 69167.054688
Iteration 78Q: 32 clusters Score -1.11759e+08 nChanged 3933
Entering ConstructFrom: 
Score: -111759000.000000 Penalty: 69167.054688
Entering ConstructFrom: 
Trying to split cluster 1 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -64808.753906 Penalty: 1075.110596
	Iteration 0F: 2 clusters Score -64808.75 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 365 members 
Entering Unmasked Estep 
Score: -63720.558594 Penalty: 2150.221191
	Iteration 0F: 3 clusters Score -63720.56 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -64490.550781 Penalty: 2150.221191
	Iteration 1F: 3 clusters Score -64490.55 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -65034.417969 Penalty: 2150.221191
	Iteration 2F: 3 clusters Score -65034.42 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -65449.683594 Penalty: 2150.221191
	Iteration 3F: 3 clusters Score -65449.68 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -65621.382812 Penalty: 2150.221191
	Iteration 4F: 3 clusters Score -65621.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -65696.968750 Penalty: 2150.221191
	Iteration 5Q: 3 clusters Score -65696.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -65721.945312 Penalty: 2150.221191
	Iteration 6Q: 3 clusters Score -65721.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -65779.257812 Penalty: 2150.221191
	Iteration 7Q: 3 clusters Score -65779.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -65795.500000 Penalty: 2150.221191
	Iteration 8Q: 3 clusters Score -65795.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -65800.226562 Penalty: 2150.221191
	Iteration 9Q: 3 clusters Score -65800.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -65814.460938 Penalty: 2150.221191
	Iteration 10Q: 3 clusters Score -65814.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -65834.929688 Penalty: 2150.221191
	Iteration 11Q: 3 clusters Score -65834.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -65844.882812 Penalty: 2150.221191
	Iteration 12Q: 3 clusters Score -65844.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -65863.343750 Penalty: 2150.221191
	Iteration 13Q: 3 clusters Score -65863.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -65869.054688 Penalty: 2150.221191
	Iteration 14Q: 3 clusters Score -65869.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -65870.218750 Penalty: 2150.221191
	Iteration 15Q: 3 clusters Score -65870.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -65872.000000 Penalty: 2150.221191
	Iteration 16Q: 3 clusters Score -65872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -65873.476562 Penalty: 2150.221191
	Iteration 17Q: 3 clusters Score -65873.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -65874.578125 Penalty: 2150.221191
	Iteration 18F: 3 clusters Score -65874.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -65881.132812 Penalty: 2150.221191
	Iteration 19Q: 3 clusters Score -65881.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -65885.640625 Penalty: 2150.221191
	Iteration 20F: 3 clusters Score -65885.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -65888.914062 Penalty: 2150.221191
	Iteration 21Q: 3 clusters Score -65888.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -65888.914062 Penalty: 2150.221191
	Iteration 22F: 3 clusters Score -65888.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 106003 members 
Mstep: Class 3 contains 680 members 
Mstep: Class 4 contains 1952 members 
Mstep: Class 5 contains 58586 members 
Mstep: Class 6 contains 28584 members 
Mstep: Class 7 contains 12263 members 
Mstep: Class 8 contains 15919 members 
Mstep: Class 9 contains 101669 members 
Mstep: Class 10 contains 5938 members 
Mstep: Class 11 contains 10762 members 
Mstep: Class 12 contains 1041 members 
Mstep: Class 13 contains 101555 members 
Mstep: Class 14 contains 35084 members 
Mstep: Class 15 contains 106732 members 
Mstep: Class 16 contains 3475 members 
Mstep: Class 17 contains 7487 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 14605 members 
Mstep: Class 20 contains 6590 members 
Mstep: Class 21 contains 4945 members 
Mstep: Class 22 contains 14195 members 
Mstep: Class 23 contains 102340 members 
Mstep: Class 24 contains 48529 members 
Mstep: Class 25 contains 91103 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 1623 members 
Mstep: Class 28 contains 7656 members 
Mstep: Class 29 contains 6373 members 
Mstep: Class 30 contains 1704 members 
Mstep: Class 31 contains 9313 members 
Mstep: Class 32 contains 388 members 
Entering Unmasked Estep 
Score: -111758968.000000 Penalty: 71398.250000
Splitting cluster 1 changes total score from -111759000.000000 to -111758968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (106003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106003 members 
Entering Unmasked Estep 
Score: -13293080.000000 Penalty: 1880.323608
	Iteration 0F: 2 clusters Score -1.329308e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53267 members 
Mstep: Class 2 contains 52736 members 
Entering Unmasked Estep 
Score: -13226299.000000 Penalty: 3760.647217
	Iteration 0F: 3 clusters Score -1.32263e+07 nChanged 50872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57651 members 
Mstep: Class 2 contains 48352 members 
Entering Unmasked Estep 
Score: -13257019.000000 Penalty: 3760.647217
	Iteration 1F: 3 clusters Score -1.325702e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60716 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
Score: -13259536.000000 Penalty: 3760.647217
	Iteration 2F: 3 clusters Score -1.325954e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64787 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -13263458.000000 Penalty: 3760.647217
	Iteration 3F: 3 clusters Score -1.326346e+07 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69444 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -13269251.000000 Penalty: 3760.647217
	Iteration 4F: 3 clusters Score -1.326925e+07 nChanged 8347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73137 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -13276211.000000 Penalty: 3760.647217
	Iteration 5F: 3 clusters Score -1.327621e+07 nChanged 7280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74703 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -13281509.000000 Penalty: 3760.647217
	Iteration 6F: 3 clusters Score -1.328151e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74474 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -13283335.000000 Penalty: 3760.647217
	Iteration 7Q: 3 clusters Score -1.328334e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73683 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -13283853.000000 Penalty: 3760.647217
	Iteration 8Q: 3 clusters Score -1.328385e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72830 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -13284213.000000 Penalty: 3760.647217
	Iteration 9Q: 3 clusters Score -1.328421e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71877 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -13284487.000000 Penalty: 3760.647217
	Iteration 10Q: 3 clusters Score -1.328449e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70819 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -13284558.000000 Penalty: 3760.647217
	Iteration 11Q: 3 clusters Score -1.328456e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69742 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -13284791.000000 Penalty: 3760.647217
	Iteration 12Q: 3 clusters Score -1.328479e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68668 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -13284905.000000 Penalty: 3760.647217
	Iteration 13Q: 3 clusters Score -1.32849e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67524 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -13285054.000000 Penalty: 3760.647217
	Iteration 14Q: 3 clusters Score -1.328505e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66380 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -13285132.000000 Penalty: 3760.647217
	Iteration 15Q: 3 clusters Score -1.328513e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65136 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -13285241.000000 Penalty: 3760.647217
	Iteration 16Q: 3 clusters Score -1.328524e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63887 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -13285309.000000 Penalty: 3760.647217
	Iteration 17Q: 3 clusters Score -1.328531e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62686 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -13285379.000000 Penalty: 3760.647217
	Iteration 18Q: 3 clusters Score -1.328538e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61545 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -13285446.000000 Penalty: 3760.647217
	Iteration 19Q: 3 clusters Score -1.328545e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60468 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -13285463.000000 Penalty: 3760.647217
	Iteration 20F: 3 clusters Score -1.328546e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59477 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -13285567.000000 Penalty: 3760.647217
	Iteration 21Q: 3 clusters Score -1.328557e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58549 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -13285690.000000 Penalty: 3760.647217
	Iteration 22Q: 3 clusters Score -1.328569e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57674 members 
Mstep: Class 2 contains 48329 members 
Entering Unmasked Estep 
Score: -13285674.000000 Penalty: 3760.647217
	Iteration 23Q: 3 clusters Score -1.328567e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56837 members 
Mstep: Class 2 contains 49166 members 
Entering Unmasked Estep 
Score: -13285721.000000 Penalty: 3760.647217
	Iteration 24Q: 3 clusters Score -1.328572e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56027 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -13285821.000000 Penalty: 3760.647217
	Iteration 25Q: 3 clusters Score -1.328582e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55266 members 
Mstep: Class 2 contains 50737 members 
Entering Unmasked Estep 
Score: -13285955.000000 Penalty: 3760.647217
	Iteration 26Q: 3 clusters Score -1.328596e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -13285974.000000 Penalty: 3760.647217
	Iteration 27Q: 3 clusters Score -1.328597e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53799 members 
Mstep: Class 2 contains 52204 members 
Entering Unmasked Estep 
Score: -13286098.000000 Penalty: 3760.647217
	Iteration 28Q: 3 clusters Score -1.32861e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53162 members 
Mstep: Class 2 contains 52841 members 
Entering Unmasked Estep 
Score: -13286066.000000 Penalty: 3760.647217
	Iteration 29Q: 3 clusters Score -1.328607e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 53475 members 
Entering Unmasked Estep 
Score: -13286084.000000 Penalty: 3760.647217
	Iteration 30Q: 3 clusters Score -1.328608e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51859 members 
Mstep: Class 2 contains 54144 members 
Entering Unmasked Estep 
Score: -13286128.000000 Penalty: 3760.647217
	Iteration 31Q: 3 clusters Score -1.328613e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 54768 members 
Entering Unmasked Estep 
Score: -13286173.000000 Penalty: 3760.647217
	Iteration 32Q: 3 clusters Score -1.328617e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 55369 members 
Entering Unmasked Estep 
Score: -13286214.000000 Penalty: 3760.647217
	Iteration 33Q: 3 clusters Score -1.328621e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 55902 members 
Entering Unmasked Estep 
Score: -13286241.000000 Penalty: 3760.647217
	Iteration 34Q: 3 clusters Score -1.328624e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49658 members 
Mstep: Class 2 contains 56345 members 
Entering Unmasked Estep 
Score: -13286288.000000 Penalty: 3760.647217
	Iteration 35Q: 3 clusters Score -1.328629e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49249 members 
Mstep: Class 2 contains 56754 members 
Entering Unmasked Estep 
Score: -13286296.000000 Penalty: 3760.647217
	Iteration 36Q: 3 clusters Score -1.32863e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 57098 members 
Entering Unmasked Estep 
Score: -13286329.000000 Penalty: 3760.647217
	Iteration 37Q: 3 clusters Score -1.328633e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48595 members 
Mstep: Class 2 contains 57408 members 
Entering Unmasked Estep 
Score: -13286314.000000 Penalty: 3760.647217
	Iteration 38Q: 3 clusters Score -1.328631e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48231 members 
Mstep: Class 2 contains 57772 members 
Entering Unmasked Estep 
Score: -13286305.000000 Penalty: 3760.647217
	Iteration 39Q: 3 clusters Score -1.32863e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47873 members 
Mstep: Class 2 contains 58130 members 
Entering Unmasked Estep 
Score: -13286325.000000 Penalty: 3760.647217
	Iteration 40F: 3 clusters Score -1.328632e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 58498 members 
Entering Unmasked Estep 
Score: -13286285.000000 Penalty: 3760.647217
	Iteration 41Q: 3 clusters Score -1.328628e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 58835 members 
Entering Unmasked Estep 
Score: -13286310.000000 Penalty: 3760.647217
	Iteration 42Q: 3 clusters Score -1.328631e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 59140 members 
Entering Unmasked Estep 
Score: -13286336.000000 Penalty: 3760.647217
	Iteration 43Q: 3 clusters Score -1.328634e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46578 members 
Mstep: Class 2 contains 59425 members 
Entering Unmasked Estep 
Score: -13286372.000000 Penalty: 3760.647217
	Iteration 44Q: 3 clusters Score -1.328637e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46318 members 
Mstep: Class 2 contains 59685 members 
Entering Unmasked Estep 
Score: -13286378.000000 Penalty: 3760.647217
	Iteration 45Q: 3 clusters Score -1.328638e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 59965 members 
Entering Unmasked Estep 
Score: -13286363.000000 Penalty: 3760.647217
	Iteration 46Q: 3 clusters Score -1.328636e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 60209 members 
Entering Unmasked Estep 
Score: -13286343.000000 Penalty: 3760.647217
	Iteration 47Q: 3 clusters Score -1.328634e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 60406 members 
Entering Unmasked Estep 
Score: -13286337.000000 Penalty: 3760.647217
	Iteration 48Q: 3 clusters Score -1.328634e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 60588 members 
Entering Unmasked Estep 
Score: -13286315.000000 Penalty: 3760.647217
	Iteration 49Q: 3 clusters Score -1.328632e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 60728 members 
Entering Unmasked Estep 
Score: -13286318.000000 Penalty: 3760.647217
	Iteration 50Q: 3 clusters Score -1.328632e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 60851 members 
Entering Unmasked Estep 
Score: -13286297.000000 Penalty: 3760.647217
	Iteration 51Q: 3 clusters Score -1.32863e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 60966 members 
Entering Unmasked Estep 
Score: -13286284.000000 Penalty: 3760.647217
	Iteration 52Q: 3 clusters Score -1.328628e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 61046 members 
Entering Unmasked Estep 
Score: -13286281.000000 Penalty: 3760.647217
	Iteration 53Q: 3 clusters Score -1.328628e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 61146 members 
Entering Unmasked Estep 
Score: -13286267.000000 Penalty: 3760.647217
	Iteration 54Q: 3 clusters Score -1.328627e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44776 members 
Mstep: Class 2 contains 61227 members 
Entering Unmasked Estep 
Score: -13286280.000000 Penalty: 3760.647217
	Iteration 55Q: 3 clusters Score -1.328628e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 61330 members 
Entering Unmasked Estep 
Score: -13286304.000000 Penalty: 3760.647217
	Iteration 56Q: 3 clusters Score -1.32863e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 61436 members 
Entering Unmasked Estep 
Score: -13286299.000000 Penalty: 3760.647217
	Iteration 57Q: 3 clusters Score -1.32863e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 61575 members 
Entering Unmasked Estep 
Score: -13286311.000000 Penalty: 3760.647217
	Iteration 58Q: 3 clusters Score -1.328631e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 61722 members 
Entering Unmasked Estep 
Score: -13286307.000000 Penalty: 3760.647217
	Iteration 59Q: 3 clusters Score -1.328631e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 61861 members 
Entering Unmasked Estep 
Score: -13286280.000000 Penalty: 3760.647217
	Iteration 60F: 3 clusters Score -1.328628e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 62022 members 
Entering Unmasked Estep 
Score: -13286291.000000 Penalty: 3760.647217
	Iteration 61Q: 3 clusters Score -1.328629e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 62195 members 
Entering Unmasked Estep 
Score: -13286317.000000 Penalty: 3760.647217
	Iteration 62Q: 3 clusters Score -1.328632e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 62366 members 
Entering Unmasked Estep 
Score: -13286315.000000 Penalty: 3760.647217
	Iteration 63Q: 3 clusters Score -1.328632e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 62524 members 
Entering Unmasked Estep 
Score: -13286311.000000 Penalty: 3760.647217
	Iteration 64Q: 3 clusters Score -1.328631e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 62679 members 
Entering Unmasked Estep 
Score: -13286287.000000 Penalty: 3760.647217
	Iteration 65Q: 3 clusters Score -1.328629e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 62832 members 
Entering Unmasked Estep 
Score: -13286288.000000 Penalty: 3760.647217
	Iteration 66Q: 3 clusters Score -1.328629e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 63047 members 
Entering Unmasked Estep 
Score: -13286289.000000 Penalty: 3760.647217
	Iteration 67Q: 3 clusters Score -1.328629e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 63283 members 
Entering Unmasked Estep 
Score: -13286307.000000 Penalty: 3760.647217
	Iteration 68Q: 3 clusters Score -1.328631e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 63541 members 
Entering Unmasked Estep 
Score: -13286319.000000 Penalty: 3760.647217
	Iteration 69Q: 3 clusters Score -1.328632e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 63810 members 
Entering Unmasked Estep 
Score: -13286334.000000 Penalty: 3760.647217
	Iteration 70Q: 3 clusters Score -1.328633e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 64116 members 
Entering Unmasked Estep 
Score: -13286344.000000 Penalty: 3760.647217
	Iteration 71Q: 3 clusters Score -1.328634e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 64438 members 
Entering Unmasked Estep 
Score: -13286330.000000 Penalty: 3760.647217
	Iteration 72Q: 3 clusters Score -1.328633e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 64797 members 
Entering Unmasked Estep 
Score: -13286352.000000 Penalty: 3760.647217
	Iteration 73Q: 3 clusters Score -1.328635e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 65173 members 
Entering Unmasked Estep 
Score: -13286337.000000 Penalty: 3760.647217
	Iteration 74Q: 3 clusters Score -1.328634e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 65560 members 
Entering Unmasked Estep 
Score: -13286348.000000 Penalty: 3760.647217
	Iteration 75Q: 3 clusters Score -1.328635e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 66015 members 
Entering Unmasked Estep 
Score: -13286349.000000 Penalty: 3760.647217
	Iteration 76Q: 3 clusters Score -1.328635e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 66478 members 
Entering Unmasked Estep 
Score: -13286382.000000 Penalty: 3760.647217
	Iteration 77Q: 3 clusters Score -1.328638e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 66957 members 
Entering Unmasked Estep 
Score: -13286284.000000 Penalty: 3760.647217
	Iteration 78Q: 3 clusters Score -1.328628e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 67440 members 
Entering Unmasked Estep 
Score: -13286300.000000 Penalty: 3760.647217
	Iteration 79Q: 3 clusters Score -1.32863e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 67928 members 
Entering Unmasked Estep 
Score: -13286331.000000 Penalty: 3760.647217
	Iteration 80F: 3 clusters Score -1.328633e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 68483 members 
Entering Unmasked Estep 
Score: -13286289.000000 Penalty: 3760.647217
	Iteration 81Q: 3 clusters Score -1.328629e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 69072 members 
Entering Unmasked Estep 
Score: -13286297.000000 Penalty: 3760.647217
	Iteration 82Q: 3 clusters Score -1.32863e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 69692 members 
Entering Unmasked Estep 
Score: -13286241.000000 Penalty: 3760.647217
	Iteration 83Q: 3 clusters Score -1.328624e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 70382 members 
Entering Unmasked Estep 
Score: -13286250.000000 Penalty: 3760.647217
	Iteration 84Q: 3 clusters Score -1.328625e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 71111 members 
Entering Unmasked Estep 
Score: -13286267.000000 Penalty: 3760.647217
	Iteration 85Q: 3 clusters Score -1.328627e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 71910 members 
Entering Unmasked Estep 
Score: -13286306.000000 Penalty: 3760.647217
	Iteration 86Q: 3 clusters Score -1.328631e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 72806 members 
Entering Unmasked Estep 
Score: -13286379.000000 Penalty: 3760.647217
	Iteration 87Q: 3 clusters Score -1.328638e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 73808 members 
Entering Unmasked Estep 
Score: -13286488.000000 Penalty: 3760.647217
	Iteration 88Q: 3 clusters Score -1.328649e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 74875 members 
Entering Unmasked Estep 
Score: -13286499.000000 Penalty: 3760.647217
	Iteration 89Q: 3 clusters Score -1.32865e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 76017 members 
Entering Unmasked Estep 
Score: -13286565.000000 Penalty: 3760.647217
	Iteration 90Q: 3 clusters Score -1.328656e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 77283 members 
Entering Unmasked Estep 
Score: -13286731.000000 Penalty: 3760.647217
	Iteration 91Q: 3 clusters Score -1.328673e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 78633 members 
Entering Unmasked Estep 
Score: -13286815.000000 Penalty: 3760.647217
	Iteration 92Q: 3 clusters Score -1.328682e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 80023 members 
Entering Unmasked Estep 
Score: -13286957.000000 Penalty: 3760.647217
	Iteration 93Q: 3 clusters Score -1.328696e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 81503 members 
Entering Unmasked Estep 
Score: -13287185.000000 Penalty: 3760.647217
	Iteration 94Q: 3 clusters Score -1.328718e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 83075 members 
Entering Unmasked Estep 
Score: -13287446.000000 Penalty: 3760.647217
	Iteration 95Q: 3 clusters Score -1.328745e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 84723 members 
Entering Unmasked Estep 
Score: -13287707.000000 Penalty: 3760.647217
	Iteration 96Q: 3 clusters Score -1.328771e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 86497 members 
Entering Unmasked Estep 
Score: -13288001.000000 Penalty: 3760.647217
	Iteration 97Q: 3 clusters Score -1.3288e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 88293 members 
Entering Unmasked Estep 
Score: -13288384.000000 Penalty: 3760.647217
	Iteration 98Q: 3 clusters Score -1.328838e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 90112 members 
Entering Unmasked Estep 
Score: -13289000.000000 Penalty: 3760.647217
	Iteration 99Q: 3 clusters Score -1.3289e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 91905 members 
Entering Unmasked Estep 
Score: -13289867.000000 Penalty: 3760.647217
	Iteration 100F: 3 clusters Score -1.328987e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 93508 members 
Entering Unmasked Estep 
Score: -13290642.000000 Penalty: 3760.647217
	Iteration 101Q: 3 clusters Score -1.329064e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 94931 members 
Entering Unmasked Estep 
Score: -13291148.000000 Penalty: 3760.647217
	Iteration 102Q: 3 clusters Score -1.329115e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 96196 members 
Entering Unmasked Estep 
Score: -13291543.000000 Penalty: 3760.647217
	Iteration 103Q: 3 clusters Score -1.329154e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 97369 members 
Entering Unmasked Estep 
Score: -13291819.000000 Penalty: 3760.647217
	Iteration 104Q: 3 clusters Score -1.329182e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 98411 members 
Entering Unmasked Estep 
Score: -13292142.000000 Penalty: 3760.647217
	Iteration 105Q: 3 clusters Score -1.329214e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 99332 members 
Entering Unmasked Estep 
Score: -13292270.000000 Penalty: 3760.647217
	Iteration 106Q: 3 clusters Score -1.329227e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 100142 members 
Entering Unmasked Estep 
Score: -13292400.000000 Penalty: 3760.647217
	Iteration 107Q: 3 clusters Score -1.32924e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 100816 members 
Entering Unmasked Estep 
Score: -13292461.000000 Penalty: 3760.647217
	Iteration 108Q: 3 clusters Score -1.329246e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 101395 members 
Entering Unmasked Estep 
Score: -13292538.000000 Penalty: 3760.647217
	Iteration 109Q: 3 clusters Score -1.329254e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 101872 members 
Entering Unmasked Estep 
Score: -13292579.000000 Penalty: 3760.647217
	Iteration 110Q: 3 clusters Score -1.329258e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 102266 members 
Entering Unmasked Estep 
Score: -13292555.000000 Penalty: 3760.647217
	Iteration 111Q: 3 clusters Score -1.329256e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 102575 members 
Entering Unmasked Estep 
Score: -13292542.000000 Penalty: 3760.647217
	Iteration 112Q: 3 clusters Score -1.329254e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 102822 members 
Entering Unmasked Estep 
Score: -13292543.000000 Penalty: 3760.647217
	Iteration 113Q: 3 clusters Score -1.329254e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 103030 members 
Entering Unmasked Estep 
Score: -13292525.000000 Penalty: 3760.647217
	Iteration 114Q: 3 clusters Score -1.329252e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 103222 members 
Entering Unmasked Estep 
Score: -13292505.000000 Penalty: 3760.647217
	Iteration 115Q: 3 clusters Score -1.32925e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 103393 members 
Entering Unmasked Estep 
Score: -13292484.000000 Penalty: 3760.647217
	Iteration 116Q: 3 clusters Score -1.329248e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 103525 members 
Entering Unmasked Estep 
Score: -13292461.000000 Penalty: 3760.647217
	Iteration 117Q: 3 clusters Score -1.329246e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 103618 members 
Entering Unmasked Estep 
Score: -13292478.000000 Penalty: 3760.647217
	Iteration 118Q: 3 clusters Score -1.329248e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 103706 members 
Entering Unmasked Estep 
Score: -13292489.000000 Penalty: 3760.647217
	Iteration 119Q: 3 clusters Score -1.329249e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 103764 members 
Entering Unmasked Estep 
Score: -13292482.000000 Penalty: 3760.647217
	Iteration 120F: 3 clusters Score -1.329248e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 103816 members 
Entering Unmasked Estep 
Score: -13292469.000000 Penalty: 3760.647217
	Iteration 121Q: 3 clusters Score -1.329247e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 103862 members 
Entering Unmasked Estep 
Score: -13292455.000000 Penalty: 3760.647217
	Iteration 122Q: 3 clusters Score -1.329246e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 103907 members 
Entering Unmasked Estep 
Score: -13292443.000000 Penalty: 3760.647217
	Iteration 123Q: 3 clusters Score -1.329244e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 103944 members 
Entering Unmasked Estep 
Score: -13292444.000000 Penalty: 3760.647217
	Iteration 124Q: 3 clusters Score -1.329244e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 103975 members 
Entering Unmasked Estep 
Score: -13292439.000000 Penalty: 3760.647217
	Iteration 125Q: 3 clusters Score -1.329244e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 104012 members 
Entering Unmasked Estep 
Score: -13292430.000000 Penalty: 3760.647217
	Iteration 126Q: 3 clusters Score -1.329243e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 104050 members 
Entering Unmasked Estep 
Score: -13292434.000000 Penalty: 3760.647217
	Iteration 127Q: 3 clusters Score -1.329243e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 104088 members 
Entering Unmasked Estep 
Score: -13292407.000000 Penalty: 3760.647217
	Iteration 128Q: 3 clusters Score -1.329241e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 104119 members 
Entering Unmasked Estep 
Score: -13292419.000000 Penalty: 3760.647217
	Iteration 129Q: 3 clusters Score -1.329242e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 104150 members 
Entering Unmasked Estep 
Score: -13292406.000000 Penalty: 3760.647217
	Iteration 130Q: 3 clusters Score -1.329241e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 104184 members 
Entering Unmasked Estep 
Score: -13292390.000000 Penalty: 3760.647217
	Iteration 131Q: 3 clusters Score -1.329239e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 104214 members 
Entering Unmasked Estep 
Score: -13292395.000000 Penalty: 3760.647217
	Iteration 132Q: 3 clusters Score -1.32924e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 104236 members 
Entering Unmasked Estep 
Score: -13292407.000000 Penalty: 3760.647217
	Iteration 133Q: 3 clusters Score -1.329241e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 104266 members 
Entering Unmasked Estep 
Score: -13292395.000000 Penalty: 3760.647217
	Iteration 134Q: 3 clusters Score -1.32924e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 104284 members 
Entering Unmasked Estep 
Score: -13292406.000000 Penalty: 3760.647217
	Iteration 135Q: 3 clusters Score -1.329241e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 104310 members 
Entering Unmasked Estep 
Score: -13292401.000000 Penalty: 3760.647217
	Iteration 136Q: 3 clusters Score -1.32924e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 104338 members 
Entering Unmasked Estep 
Score: -13292393.000000 Penalty: 3760.647217
	Iteration 137Q: 3 clusters Score -1.329239e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 104363 members 
Entering Unmasked Estep 
Score: -13292402.000000 Penalty: 3760.647217
	Iteration 138Q: 3 clusters Score -1.32924e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 104380 members 
Entering Unmasked Estep 
Score: -13292368.000000 Penalty: 3760.647217
	Iteration 139Q: 3 clusters Score -1.329237e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 104390 members 
Entering Unmasked Estep 
Score: -13292374.000000 Penalty: 3760.647217
	Iteration 140F: 3 clusters Score -1.329237e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 104401 members 
Entering Unmasked Estep 
Score: -13292366.000000 Penalty: 3760.647217
	Iteration 141Q: 3 clusters Score -1.329237e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 104408 members 
Entering Unmasked Estep 
Score: -13292362.000000 Penalty: 3760.647217
	Iteration 142Q: 3 clusters Score -1.329236e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 104420 members 
Entering Unmasked Estep 
Score: -13292341.000000 Penalty: 3760.647217
	Iteration 143Q: 3 clusters Score -1.329234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 104427 members 
Entering Unmasked Estep 
Score: -13292356.000000 Penalty: 3760.647217
	Iteration 144Q: 3 clusters Score -1.329236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 104431 members 
Entering Unmasked Estep 
Score: -13292356.000000 Penalty: 3760.647217
	Iteration 145Q: 3 clusters Score -1.329236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 104436 members 
Entering Unmasked Estep 
Score: -13292361.000000 Penalty: 3760.647217
	Iteration 146Q: 3 clusters Score -1.329236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 104439 members 
Entering Unmasked Estep 
Score: -13292364.000000 Penalty: 3760.647217
	Iteration 147Q: 3 clusters Score -1.329236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 104441 members 
Entering Unmasked Estep 
Score: -13292371.000000 Penalty: 3760.647217
	Iteration 148Q: 3 clusters Score -1.329237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 104446 members 
Entering Unmasked Estep 
Score: -13292378.000000 Penalty: 3760.647217
	Iteration 149Q: 3 clusters Score -1.329238e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 104455 members 
Entering Unmasked Estep 
Score: -13292366.000000 Penalty: 3760.647217
	Iteration 150Q: 3 clusters Score -1.329237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 104464 members 
Entering Unmasked Estep 
Score: -13292351.000000 Penalty: 3760.647217
	Iteration 151Q: 3 clusters Score -1.329235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 104472 members 
Entering Unmasked Estep 
Score: -13292354.000000 Penalty: 3760.647217
	Iteration 152Q: 3 clusters Score -1.329235e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 104480 members 
Entering Unmasked Estep 
Score: -13292335.000000 Penalty: 3760.647217
	Iteration 153Q: 3 clusters Score -1.329234e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 104491 members 
Entering Unmasked Estep 
Score: -13292330.000000 Penalty: 3760.647217
	Iteration 154Q: 3 clusters Score -1.329233e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 104499 members 
Entering Unmasked Estep 
Score: -13292334.000000 Penalty: 3760.647217
	Iteration 155Q: 3 clusters Score -1.329233e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 104505 members 
Entering Unmasked Estep 
Score: -13292338.000000 Penalty: 3760.647217
	Iteration 156Q: 3 clusters Score -1.329234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 104507 members 
Entering Unmasked Estep 
Score: -13292340.000000 Penalty: 3760.647217
	Iteration 157Q: 3 clusters Score -1.329234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 104509 members 
Entering Unmasked Estep 
Score: -13292332.000000 Penalty: 3760.647217
	Iteration 158Q: 3 clusters Score -1.329233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 104512 members 
Entering Unmasked Estep 
Score: -13292334.000000 Penalty: 3760.647217
	Iteration 159Q: 3 clusters Score -1.329233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 104513 members 
Entering Unmasked Estep 
Score: -13292343.000000 Penalty: 3760.647217
	Iteration 160F: 3 clusters Score -1.329234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 104514 members 
Entering Unmasked Estep 
Score: -13292336.000000 Penalty: 3760.647217
	Iteration 161Q: 3 clusters Score -1.329234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 104515 members 
Entering Unmasked Estep 
Score: -13292335.000000 Penalty: 3760.647217
	Iteration 162Q: 3 clusters Score -1.329234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 104515 members 
Entering Unmasked Estep 
Score: -13292335.000000 Penalty: 3760.647217
	Iteration 163F: 3 clusters Score -1.329234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Entering Unmasked Estep 
Score: -33602.679688 Penalty: 1059.840088
	Iteration 0F: 2 clusters Score -33602.68 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 337 members 
Entering Unmasked Estep 
Score: -32572.734375 Penalty: 2119.680176
	Iteration 0F: 3 clusters Score -32572.73 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -33512.914062 Penalty: 2119.680176
	Iteration 1F: 3 clusters Score -33512.91 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -33971.808594 Penalty: 2119.680176
	Iteration 2F: 3 clusters Score -33971.81 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -34361.750000 Penalty: 2119.680176
	Iteration 3F: 3 clusters Score -34361.75 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -34611.000000 Penalty: 2119.680176
	Iteration 4Q: 3 clusters Score -34611 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -34741.195312 Penalty: 2119.680176
	Iteration 5Q: 3 clusters Score -34741.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -34815.187500 Penalty: 2119.680176
	Iteration 6Q: 3 clusters Score -34815.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -34862.574219 Penalty: 2119.680176
	Iteration 7Q: 3 clusters Score -34862.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -34887.683594 Penalty: 2119.680176
	Iteration 8Q: 3 clusters Score -34887.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -34904.625000 Penalty: 2119.680176
	Iteration 9Q: 3 clusters Score -34904.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -34917.023438 Penalty: 2119.680176
	Iteration 10Q: 3 clusters Score -34917.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -34919.363281 Penalty: 2119.680176
	Iteration 11Q: 3 clusters Score -34919.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -34927.828125 Penalty: 2119.680176
	Iteration 12F: 3 clusters Score -34927.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -34981.253906 Penalty: 2119.680176
	Iteration 13Q: 3 clusters Score -34981.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -35062.011719 Penalty: 2119.680176
	Iteration 14Q: 3 clusters Score -35062.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -35147.062500 Penalty: 2119.680176
	Iteration 15Q: 3 clusters Score -35147.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -35229.609375 Penalty: 2119.680176
	Iteration 16Q: 3 clusters Score -35229.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -35344.433594 Penalty: 2119.680176
	Iteration 17Q: 3 clusters Score -35344.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -35492.507812 Penalty: 2119.680176
	Iteration 18Q: 3 clusters Score -35492.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -35577.281250 Penalty: 2119.680176
	Iteration 19Q: 3 clusters Score -35577.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -35641.503906 Penalty: 2119.680176
	Iteration 20F: 3 clusters Score -35641.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -35939.109375 Penalty: 2119.680176
	Iteration 21Q: 3 clusters Score -35939.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -36100.402344 Penalty: 2119.680176
	Iteration 22Q: 3 clusters Score -36100.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -36119.000000 Penalty: 2119.680176
	Iteration 23Q: 3 clusters Score -36119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -36120.257812 Penalty: 2119.680176
	Iteration 24Q: 3 clusters Score -36120.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -36120.546875 Penalty: 2119.680176
	Iteration 25Q: 3 clusters Score -36120.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -36120.546875 Penalty: 2119.680176
	Iteration 26F: 3 clusters Score -36120.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 106003 members 
Mstep: Class 3 contains 371 members 
Mstep: Class 4 contains 1952 members 
Mstep: Class 5 contains 58586 members 
Mstep: Class 6 contains 28584 members 
Mstep: Class 7 contains 12263 members 
Mstep: Class 8 contains 15919 members 
Mstep: Class 9 contains 101669 members 
Mstep: Class 10 contains 5938 members 
Mstep: Class 11 contains 10762 members 
Mstep: Class 12 contains 1041 members 
Mstep: Class 13 contains 101555 members 
Mstep: Class 14 contains 35084 members 
Mstep: Class 15 contains 106732 members 
Mstep: Class 16 contains 3475 members 
Mstep: Class 17 contains 7487 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 14605 members 
Mstep: Class 20 contains 6590 members 
Mstep: Class 21 contains 4945 members 
Mstep: Class 22 contains 14195 members 
Mstep: Class 23 contains 102340 members 
Mstep: Class 24 contains 48529 members 
Mstep: Class 25 contains 91103 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 1623 members 
Mstep: Class 28 contains 7656 members 
Mstep: Class 29 contains 6373 members 
Mstep: Class 30 contains 1704 members 
Mstep: Class 31 contains 9313 members 
Mstep: Class 32 contains 309 members 
Entering Unmasked Estep 
Score: -111760504.000000 Penalty: 71398.250000
Splitting cluster 3 changes total score from -111759000.000000 to -111760504.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 4 (1952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Entering Unmasked Estep 
Score: -240779.015625 Penalty: 1231.199097
	Iteration 0F: 2 clusters Score -240779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -238729.156250 Penalty: 2462.398193
	Iteration 0F: 3 clusters Score -238729.2 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -239133.796875 Penalty: 2462.398193
	Iteration 1F: 3 clusters Score -239133.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -239238.203125 Penalty: 2462.398193
	Iteration 2F: 3 clusters Score -239238.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -239295.437500 Penalty: 2462.398193
	Iteration 3Q: 3 clusters Score -239295.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -239334.828125 Penalty: 2462.398193
	Iteration 4Q: 3 clusters Score -239334.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -239366.468750 Penalty: 2462.398193
	Iteration 5Q: 3 clusters Score -239366.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -239386.234375 Penalty: 2462.398193
	Iteration 6Q: 3 clusters Score -239386.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -239408.843750 Penalty: 2462.398193
	Iteration 7Q: 3 clusters Score -239408.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -239427.703125 Penalty: 2462.398193
	Iteration 8Q: 3 clusters Score -239427.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -239438.984375 Penalty: 2462.398193
	Iteration 9Q: 3 clusters Score -239439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -239442.890625 Penalty: 2462.398193
	Iteration 10Q: 3 clusters Score -239442.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -239450.062500 Penalty: 2462.398193
	Iteration 11Q: 3 clusters Score -239450.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -239460.515625 Penalty: 2462.398193
	Iteration 12Q: 3 clusters Score -239460.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -239465.031250 Penalty: 2462.398193
	Iteration 13Q: 3 clusters Score -239465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -239470.437500 Penalty: 2462.398193
	Iteration 14Q: 3 clusters Score -239470.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -239474.156250 Penalty: 2462.398193
	Iteration 15Q: 3 clusters Score -239474.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -239476.312500 Penalty: 2462.398193
	Iteration 16Q: 3 clusters Score -239476.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -239478.843750 Penalty: 2462.398193
	Iteration 17Q: 3 clusters Score -239478.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -239480.843750 Penalty: 2462.398193
	Iteration 18Q: 3 clusters Score -239480.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -239483.546875 Penalty: 2462.398193
	Iteration 19Q: 3 clusters Score -239483.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -239486.531250 Penalty: 2462.398193
	Iteration 20F: 3 clusters Score -239486.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -239492.562500 Penalty: 2462.398193
	Iteration 21Q: 3 clusters Score -239492.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -239498.625000 Penalty: 2462.398193
	Iteration 22Q: 3 clusters Score -239498.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -239503.906250 Penalty: 2462.398193
	Iteration 23Q: 3 clusters Score -239503.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -239510.421875 Penalty: 2462.398193
	Iteration 24Q: 3 clusters Score -239510.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -239517.359375 Penalty: 2462.398193
	Iteration 25Q: 3 clusters Score -239517.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -239525.562500 Penalty: 2462.398193
	Iteration 26Q: 3 clusters Score -239525.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -239535.187500 Penalty: 2462.398193
	Iteration 27Q: 3 clusters Score -239535.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -239548.562500 Penalty: 2462.398193
	Iteration 28Q: 3 clusters Score -239548.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -239563.218750 Penalty: 2462.398193
	Iteration 29Q: 3 clusters Score -239563.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -239582.093750 Penalty: 2462.398193
	Iteration 30Q: 3 clusters Score -239582.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -239609.906250 Penalty: 2462.398193
	Iteration 31Q: 3 clusters Score -239609.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -239638.140625 Penalty: 2462.398193
	Iteration 32Q: 3 clusters Score -239638.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -239665.812500 Penalty: 2462.398193
	Iteration 33Q: 3 clusters Score -239665.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -239689.015625 Penalty: 2462.398193
	Iteration 34Q: 3 clusters Score -239689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -239703.734375 Penalty: 2462.398193
	Iteration 35Q: 3 clusters Score -239703.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -239712.421875 Penalty: 2462.398193
	Iteration 36Q: 3 clusters Score -239712.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -239721.937500 Penalty: 2462.398193
	Iteration 37Q: 3 clusters Score -239721.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -239736.062500 Penalty: 2462.398193
	Iteration 38Q: 3 clusters Score -239736.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -239742.859375 Penalty: 2462.398193
	Iteration 39Q: 3 clusters Score -239742.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -239747.187500 Penalty: 2462.398193
	Iteration 40F: 3 clusters Score -239747.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -239753.937500 Penalty: 2462.398193
	Iteration 41Q: 3 clusters Score -239753.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -239755.906250 Penalty: 2462.398193
	Iteration 42Q: 3 clusters Score -239755.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -239759.187500 Penalty: 2462.398193
	Iteration 43Q: 3 clusters Score -239759.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -239761.625000 Penalty: 2462.398193
	Iteration 44Q: 3 clusters Score -239761.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -239762.171875 Penalty: 2462.398193
	Iteration 45Q: 3 clusters Score -239762.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -239764.453125 Penalty: 2462.398193
	Iteration 46Q: 3 clusters Score -239764.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -239765.906250 Penalty: 2462.398193
	Iteration 47Q: 3 clusters Score -239765.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -239768.687500 Penalty: 2462.398193
	Iteration 48Q: 3 clusters Score -239768.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -239771.625000 Penalty: 2462.398193
	Iteration 49Q: 3 clusters Score -239771.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -239773.562500 Penalty: 2462.398193
	Iteration 50Q: 3 clusters Score -239773.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -239774.687500 Penalty: 2462.398193
	Iteration 51Q: 3 clusters Score -239774.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -239774.687500 Penalty: 2462.398193
	Iteration 52F: 3 clusters Score -239774.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (58586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58586 members 
Entering Unmasked Estep 
Score: -7099764.000000 Penalty: 1783.965820
	Iteration 0F: 2 clusters Score -7099764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -7060399.500000 Penalty: 3567.931641
	Iteration 0F: 3 clusters Score -7060400 nChanged 27853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -7076625.500000 Penalty: 3567.931641
	Iteration 1F: 3 clusters Score -7076626 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -7077578.500000 Penalty: 3567.931641
	Iteration 2Q: 3 clusters Score -7077578 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -7078851.000000 Penalty: 3567.931641
	Iteration 3Q: 3 clusters Score -7078851 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -7080680.000000 Penalty: 3567.931641
	Iteration 4F: 3 clusters Score -7080680 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -7083127.000000 Penalty: 3567.931641
	Iteration 5F: 3 clusters Score -7083127 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -7086402.500000 Penalty: 3567.931641
	Iteration 6F: 3 clusters Score -7086402 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 47655 members 
Entering Unmasked Estep 
Score: -7089855.000000 Penalty: 3567.931641
	Iteration 7F: 3 clusters Score -7089855 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 51135 members 
Entering Unmasked Estep 
Score: -7092835.000000 Penalty: 3567.931641
	Iteration 8F: 3 clusters Score -7092835 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 53898 members 
Entering Unmasked Estep 
Score: -7095011.000000 Penalty: 3567.931641
	Iteration 9Q: 3 clusters Score -7095011 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 55740 members 
Entering Unmasked Estep 
Score: -7096476.000000 Penalty: 3567.931641
	Iteration 10Q: 3 clusters Score -7096476 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 56887 members 
Entering Unmasked Estep 
Score: -7097333.500000 Penalty: 3567.931641
	Iteration 11Q: 3 clusters Score -7097334 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 57501 members 
Entering Unmasked Estep 
Score: -7097759.000000 Penalty: 3567.931641
	Iteration 12Q: 3 clusters Score -7097759 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 57838 members 
Entering Unmasked Estep 
Score: -7097974.500000 Penalty: 3567.931641
	Iteration 13Q: 3 clusters Score -7097974 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 58026 members 
Entering Unmasked Estep 
Score: -7098085.000000 Penalty: 3567.931641
	Iteration 14Q: 3 clusters Score -7098085 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 58118 members 
Entering Unmasked Estep 
Score: -7098153.000000 Penalty: 3567.931641
	Iteration 15Q: 3 clusters Score -7098153 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 58172 members 
Entering Unmasked Estep 
Score: -7098184.500000 Penalty: 3567.931641
	Iteration 16Q: 3 clusters Score -7098184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 58206 members 
Entering Unmasked Estep 
Score: -7098211.000000 Penalty: 3567.931641
	Iteration 17Q: 3 clusters Score -7098211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 58221 members 
Entering Unmasked Estep 
Score: -7098240.000000 Penalty: 3567.931641
	Iteration 18Q: 3 clusters Score -7098240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 58237 members 
Entering Unmasked Estep 
Score: -7098265.500000 Penalty: 3567.931641
	Iteration 19Q: 3 clusters Score -7098266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 58257 members 
Entering Unmasked Estep 
Score: -7098287.000000 Penalty: 3567.931641
	Iteration 20F: 3 clusters Score -7098287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 58264 members 
Entering Unmasked Estep 
Score: -7098291.000000 Penalty: 3567.931641
	Iteration 21Q: 3 clusters Score -7098291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 58269 members 
Entering Unmasked Estep 
Score: -7098297.000000 Penalty: 3567.931641
	Iteration 22Q: 3 clusters Score -7098297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 58270 members 
Entering Unmasked Estep 
Score: -7098301.000000 Penalty: 3567.931641
	Iteration 23Q: 3 clusters Score -7098301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 58271 members 
Entering Unmasked Estep 
Score: -7098305.500000 Penalty: 3567.931641
	Iteration 24Q: 3 clusters Score -7098306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 58272 members 
Entering Unmasked Estep 
Score: -7098307.000000 Penalty: 3567.931641
	Iteration 25Q: 3 clusters Score -7098307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 58274 members 
Entering Unmasked Estep 
Score: -7098304.500000 Penalty: 3567.931641
	Iteration 26Q: 3 clusters Score -7098304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 58275 members 
Entering Unmasked Estep 
Score: -7098307.500000 Penalty: 3567.931641
	Iteration 27Q: 3 clusters Score -7098308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 58275 members 
Entering Unmasked Estep 
Score: -7098307.500000 Penalty: 3567.931641
	Iteration 28F: 3 clusters Score -7098308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Entering Unmasked Estep 
Score: -3514033.000000 Penalty: 1667.347778
	Iteration 0F: 2 clusters Score -3514033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -3494824.750000 Penalty: 3334.695557
	Iteration 0F: 3 clusters Score -3494825 nChanged 13071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -3502261.000000 Penalty: 3334.695557
	Iteration 1F: 3 clusters Score -3502261 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -3502847.750000 Penalty: 3334.695557
	Iteration 2F: 3 clusters Score -3502848 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -3503494.500000 Penalty: 3334.695557
	Iteration 3F: 3 clusters Score -3503494 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -3504339.250000 Penalty: 3334.695557
	Iteration 4F: 3 clusters Score -3504339 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -3505432.250000 Penalty: 3334.695557
	Iteration 5F: 3 clusters Score -3505432 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -3506704.750000 Penalty: 3334.695557
	Iteration 6F: 3 clusters Score -3506705 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -3508077.500000 Penalty: 3334.695557
	Iteration 7F: 3 clusters Score -3508078 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -3509291.250000 Penalty: 3334.695557
	Iteration 8F: 3 clusters Score -3509291 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -3510202.250000 Penalty: 3334.695557
	Iteration 9Q: 3 clusters Score -3510202 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -3510948.500000 Penalty: 3334.695557
	Iteration 10Q: 3 clusters Score -3510948 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -3511535.000000 Penalty: 3334.695557
	Iteration 11Q: 3 clusters Score -3511535 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -3511957.500000 Penalty: 3334.695557
	Iteration 12Q: 3 clusters Score -3511958 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3512223.750000 Penalty: 3334.695557
	Iteration 13Q: 3 clusters Score -3512224 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3512456.750000 Penalty: 3334.695557
	Iteration 14Q: 3 clusters Score -3512457 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3512623.750000 Penalty: 3334.695557
	Iteration 15Q: 3 clusters Score -3512624 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3512717.000000 Penalty: 3334.695557
	Iteration 16Q: 3 clusters Score -3512717 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3512785.250000 Penalty: 3334.695557
	Iteration 17Q: 3 clusters Score -3512785 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3512817.750000 Penalty: 3334.695557
	Iteration 18Q: 3 clusters Score -3512818 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3512857.750000 Penalty: 3334.695557
	Iteration 19Q: 3 clusters Score -3512858 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3512883.250000 Penalty: 3334.695557
	Iteration 20F: 3 clusters Score -3512883 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3512912.250000 Penalty: 3334.695557
	Iteration 21Q: 3 clusters Score -3512912 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3512928.750000 Penalty: 3334.695557
	Iteration 22Q: 3 clusters Score -3512929 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3512939.500000 Penalty: 3334.695557
	Iteration 23Q: 3 clusters Score -3512940 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3512961.250000 Penalty: 3334.695557
	Iteration 24Q: 3 clusters Score -3512961 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3512976.000000 Penalty: 3334.695557
	Iteration 25Q: 3 clusters Score -3512976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3512991.500000 Penalty: 3334.695557
	Iteration 26Q: 3 clusters Score -3512992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3513006.750000 Penalty: 3334.695557
	Iteration 27Q: 3 clusters Score -3513007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3513009.750000 Penalty: 3334.695557
	Iteration 28Q: 3 clusters Score -3513010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3513015.750000 Penalty: 3334.695557
	Iteration 29Q: 3 clusters Score -3513016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3513019.250000 Penalty: 3334.695557
	Iteration 30Q: 3 clusters Score -3513019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3513016.500000 Penalty: 3334.695557
	Iteration 31Q: 3 clusters Score -3513016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3513016.250000 Penalty: 3334.695557
	Iteration 32Q: 3 clusters Score -3513016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3513023.500000 Penalty: 3334.695557
	Iteration 33Q: 3 clusters Score -3513024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3513026.500000 Penalty: 3334.695557
	Iteration 34Q: 3 clusters Score -3513026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3513024.000000 Penalty: 3334.695557
	Iteration 35Q: 3 clusters Score -3513024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3513025.500000 Penalty: 3334.695557
	Iteration 36Q: 3 clusters Score -3513026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3513022.750000 Penalty: 3334.695557
	Iteration 37Q: 3 clusters Score -3513023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3513026.750000 Penalty: 3334.695557
	Iteration 38Q: 3 clusters Score -3513027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3513026.750000 Penalty: 3334.695557
	Iteration 39F: 3 clusters Score -3513027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Entering Unmasked Estep 
Score: -1434182.625000 Penalty: 1529.830566
	Iteration 0F: 2 clusters Score -1434183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1425449.500000 Penalty: 3059.661133
	Iteration 0F: 3 clusters Score -1425450 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1428440.125000 Penalty: 3059.661133
	Iteration 1F: 3 clusters Score -1428440 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1428791.500000 Penalty: 3059.661133
	Iteration 2F: 3 clusters Score -1428792 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1429061.750000 Penalty: 3059.661133
	Iteration 3F: 3 clusters Score -1429062 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1429262.500000 Penalty: 3059.661133
	Iteration 4Q: 3 clusters Score -1429262 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1429439.000000 Penalty: 3059.661133
	Iteration 5Q: 3 clusters Score -1429439 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1429606.375000 Penalty: 3059.661133
	Iteration 6Q: 3 clusters Score -1429606 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1429762.750000 Penalty: 3059.661133
	Iteration 7Q: 3 clusters Score -1429763 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1429917.375000 Penalty: 3059.661133
	Iteration 8Q: 3 clusters Score -1429917 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1430085.125000 Penalty: 3059.661133
	Iteration 9Q: 3 clusters Score -1430085 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1430289.875000 Penalty: 3059.661133
	Iteration 10Q: 3 clusters Score -1430290 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1430515.750000 Penalty: 3059.661133
	Iteration 11Q: 3 clusters Score -1430516 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1430750.375000 Penalty: 3059.661133
	Iteration 12Q: 3 clusters Score -1430750 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1431016.500000 Penalty: 3059.661133
	Iteration 13Q: 3 clusters Score -1431016 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1431245.000000 Penalty: 3059.661133
	Iteration 14Q: 3 clusters Score -1431245 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1431437.000000 Penalty: 3059.661133
	Iteration 15Q: 3 clusters Score -1431437 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1431577.625000 Penalty: 3059.661133
	Iteration 16Q: 3 clusters Score -1431578 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1431689.125000 Penalty: 3059.661133
	Iteration 17Q: 3 clusters Score -1431689 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1431772.000000 Penalty: 3059.661133
	Iteration 18Q: 3 clusters Score -1431772 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1431834.750000 Penalty: 3059.661133
	Iteration 19Q: 3 clusters Score -1431835 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1431878.125000 Penalty: 3059.661133
	Iteration 20F: 3 clusters Score -1431878 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1431902.375000 Penalty: 3059.661133
	Iteration 21Q: 3 clusters Score -1431902 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1431931.250000 Penalty: 3059.661133
	Iteration 22Q: 3 clusters Score -1431931 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1431953.500000 Penalty: 3059.661133
	Iteration 23Q: 3 clusters Score -1431954 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1431984.625000 Penalty: 3059.661133
	Iteration 24Q: 3 clusters Score -1431985 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1432001.250000 Penalty: 3059.661133
	Iteration 25Q: 3 clusters Score -1432001 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1432025.250000 Penalty: 3059.661133
	Iteration 26Q: 3 clusters Score -1432025 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1432045.750000 Penalty: 3059.661133
	Iteration 27Q: 3 clusters Score -1432046 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1432055.375000 Penalty: 3059.661133
	Iteration 28Q: 3 clusters Score -1432055 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1432062.250000 Penalty: 3059.661133
	Iteration 29Q: 3 clusters Score -1432062 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1432068.500000 Penalty: 3059.661133
	Iteration 30Q: 3 clusters Score -1432068 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1432070.375000 Penalty: 3059.661133
	Iteration 31Q: 3 clusters Score -1432070 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1432080.875000 Penalty: 3059.661133
	Iteration 32Q: 3 clusters Score -1432081 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1432086.125000 Penalty: 3059.661133
	Iteration 33Q: 3 clusters Score -1432086 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1432085.375000 Penalty: 3059.661133
	Iteration 34Q: 3 clusters Score -1432085 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1432089.125000 Penalty: 3059.661133
	Iteration 35Q: 3 clusters Score -1432089 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1432094.875000 Penalty: 3059.661133
	Iteration 36Q: 3 clusters Score -1432095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1432095.500000 Penalty: 3059.661133
	Iteration 37Q: 3 clusters Score -1432096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1432099.875000 Penalty: 3059.661133
	Iteration 38Q: 3 clusters Score -1432100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1432108.375000 Penalty: 3059.661133
	Iteration 39Q: 3 clusters Score -1432108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1432111.250000 Penalty: 3059.661133
	Iteration 40F: 3 clusters Score -1432111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1432113.250000 Penalty: 3059.661133
	Iteration 41Q: 3 clusters Score -1432113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1432114.875000 Penalty: 3059.661133
	Iteration 42Q: 3 clusters Score -1432115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1432110.875000 Penalty: 3059.661133
	Iteration 43Q: 3 clusters Score -1432111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1432112.125000 Penalty: 3059.661133
	Iteration 44Q: 3 clusters Score -1432112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1432113.875000 Penalty: 3059.661133
	Iteration 45Q: 3 clusters Score -1432114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1432115.625000 Penalty: 3059.661133
	Iteration 46Q: 3 clusters Score -1432116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1432115.500000 Penalty: 3059.661133
	Iteration 47Q: 3 clusters Score -1432116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1432116.375000 Penalty: 3059.661133
	Iteration 48Q: 3 clusters Score -1432116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1432117.875000 Penalty: 3059.661133
	Iteration 49Q: 3 clusters Score -1432118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1432118.250000 Penalty: 3059.661133
	Iteration 50Q: 3 clusters Score -1432118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1432118.250000 Penalty: 3059.661133
	Iteration 51F: 3 clusters Score -1432118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Entering Unmasked Estep 
Score: -2047835.375000 Penalty: 1572.231079
	Iteration 0F: 2 clusters Score -2047835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2036884.625000 Penalty: 3144.462158
	Iteration 0F: 3 clusters Score -2036885 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2040580.500000 Penalty: 3144.462158
	Iteration 1F: 3 clusters Score -2040580 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -2040853.125000 Penalty: 3144.462158
	Iteration 2F: 3 clusters Score -2040853 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2041076.375000 Penalty: 3144.462158
	Iteration 3Q: 3 clusters Score -2041076 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2041265.625000 Penalty: 3144.462158
	Iteration 4Q: 3 clusters Score -2041266 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2041423.125000 Penalty: 3144.462158
	Iteration 5Q: 3 clusters Score -2041423 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2041611.625000 Penalty: 3144.462158
	Iteration 6Q: 3 clusters Score -2041612 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2041885.625000 Penalty: 3144.462158
	Iteration 7Q: 3 clusters Score -2041886 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -2042288.375000 Penalty: 3144.462158
	Iteration 8Q: 3 clusters Score -2042288 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2042828.375000 Penalty: 3144.462158
	Iteration 9F: 3 clusters Score -2042828 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2043481.625000 Penalty: 3144.462158
	Iteration 10F: 3 clusters Score -2043482 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2044143.375000 Penalty: 3144.462158
	Iteration 11F: 3 clusters Score -2044143 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2044742.875000 Penalty: 3144.462158
	Iteration 12Q: 3 clusters Score -2044743 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2045211.375000 Penalty: 3144.462158
	Iteration 13Q: 3 clusters Score -2045211 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2045585.500000 Penalty: 3144.462158
	Iteration 14Q: 3 clusters Score -2045586 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2045815.500000 Penalty: 3144.462158
	Iteration 15Q: 3 clusters Score -2045816 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2045971.000000 Penalty: 3144.462158
	Iteration 16Q: 3 clusters Score -2045971 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2046088.375000 Penalty: 3144.462158
	Iteration 17Q: 3 clusters Score -2046088 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2046185.125000 Penalty: 3144.462158
	Iteration 18Q: 3 clusters Score -2046185 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2046242.125000 Penalty: 3144.462158
	Iteration 19Q: 3 clusters Score -2046242 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2046294.875000 Penalty: 3144.462158
	Iteration 20F: 3 clusters Score -2046295 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2046322.000000 Penalty: 3144.462158
	Iteration 21Q: 3 clusters Score -2046322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2046343.750000 Penalty: 3144.462158
	Iteration 22Q: 3 clusters Score -2046344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2046361.375000 Penalty: 3144.462158
	Iteration 23Q: 3 clusters Score -2046361 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2046379.125000 Penalty: 3144.462158
	Iteration 24Q: 3 clusters Score -2046379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2046388.500000 Penalty: 3144.462158
	Iteration 25Q: 3 clusters Score -2046388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2046393.000000 Penalty: 3144.462158
	Iteration 26Q: 3 clusters Score -2046393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2046399.500000 Penalty: 3144.462158
	Iteration 27Q: 3 clusters Score -2046400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2046404.500000 Penalty: 3144.462158
	Iteration 28Q: 3 clusters Score -2046404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2046405.500000 Penalty: 3144.462158
	Iteration 29Q: 3 clusters Score -2046406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2046405.250000 Penalty: 3144.462158
	Iteration 30Q: 3 clusters Score -2046405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2046405.250000 Penalty: 3144.462158
	Iteration 31F: 3 clusters Score -2046405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (101669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101669 members 
Entering Unmasked Estep 
Score: -12742473.000000 Penalty: 1873.540161
	Iteration 0F: 2 clusters Score -1.274247e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51040 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -12676859.000000 Penalty: 3747.080322
	Iteration 0F: 3 clusters Score -1.267686e+07 nChanged 48638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53928 members 
Mstep: Class 2 contains 47741 members 
Entering Unmasked Estep 
Score: -12706507.000000 Penalty: 3747.080322
	Iteration 1F: 3 clusters Score -1.270651e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55846 members 
Mstep: Class 2 contains 45823 members 
Entering Unmasked Estep 
Score: -12708494.000000 Penalty: 3747.080322
	Iteration 2Q: 3 clusters Score -1.270849e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58527 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -12711272.000000 Penalty: 3747.080322
	Iteration 3F: 3 clusters Score -1.271127e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61693 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -12714796.000000 Penalty: 3747.080322
	Iteration 4F: 3 clusters Score -1.27148e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65242 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -12718636.000000 Penalty: 3747.080322
	Iteration 5F: 3 clusters Score -1.271864e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68670 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -12722706.000000 Penalty: 3747.080322
	Iteration 6F: 3 clusters Score -1.272271e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71587 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -12726098.000000 Penalty: 3747.080322
	Iteration 7F: 3 clusters Score -1.27261e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73930 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -12728507.000000 Penalty: 3747.080322
	Iteration 8Q: 3 clusters Score -1.272851e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75938 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -12730154.000000 Penalty: 3747.080322
	Iteration 9Q: 3 clusters Score -1.273015e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77776 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -12731155.000000 Penalty: 3747.080322
	Iteration 10Q: 3 clusters Score -1.273116e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79593 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -12731904.000000 Penalty: 3747.080322
	Iteration 11Q: 3 clusters Score -1.27319e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81406 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -12732533.000000 Penalty: 3747.080322
	Iteration 12Q: 3 clusters Score -1.273253e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83209 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -12733172.000000 Penalty: 3747.080322
	Iteration 13Q: 3 clusters Score -1.273317e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85006 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -12733843.000000 Penalty: 3747.080322
	Iteration 14Q: 3 clusters Score -1.273384e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86847 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -12734672.000000 Penalty: 3747.080322
	Iteration 15Q: 3 clusters Score -1.273467e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88637 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -12735439.000000 Penalty: 3747.080322
	Iteration 16Q: 3 clusters Score -1.273544e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90412 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -12736569.000000 Penalty: 3747.080322
	Iteration 17Q: 3 clusters Score -1.273657e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92146 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -12737869.000000 Penalty: 3747.080322
	Iteration 18Q: 3 clusters Score -1.273787e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93847 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -12738935.000000 Penalty: 3747.080322
	Iteration 19Q: 3 clusters Score -1.273894e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95410 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -12739649.000000 Penalty: 3747.080322
	Iteration 20F: 3 clusters Score -1.273965e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96820 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -12740172.000000 Penalty: 3747.080322
	Iteration 21Q: 3 clusters Score -1.274017e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98020 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -12740555.000000 Penalty: 3747.080322
	Iteration 22Q: 3 clusters Score -1.274056e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98943 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -12740740.000000 Penalty: 3747.080322
	Iteration 23Q: 3 clusters Score -1.274074e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99623 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -12740921.000000 Penalty: 3747.080322
	Iteration 24Q: 3 clusters Score -1.274092e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100077 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -12740960.000000 Penalty: 3747.080322
	Iteration 25Q: 3 clusters Score -1.274096e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100381 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -12741008.000000 Penalty: 3747.080322
	Iteration 26Q: 3 clusters Score -1.274101e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100576 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -12741013.000000 Penalty: 3747.080322
	Iteration 27Q: 3 clusters Score -1.274101e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100702 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -12741032.000000 Penalty: 3747.080322
	Iteration 28Q: 3 clusters Score -1.274103e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100803 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -12741045.000000 Penalty: 3747.080322
	Iteration 29Q: 3 clusters Score -1.274104e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100871 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -12741046.000000 Penalty: 3747.080322
	Iteration 30Q: 3 clusters Score -1.274105e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100932 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -12741057.000000 Penalty: 3747.080322
	Iteration 31Q: 3 clusters Score -1.274106e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100971 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -12741072.000000 Penalty: 3747.080322
	Iteration 32Q: 3 clusters Score -1.274107e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101010 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -12741075.000000 Penalty: 3747.080322
	Iteration 33Q: 3 clusters Score -1.274108e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101031 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -12741090.000000 Penalty: 3747.080322
	Iteration 34Q: 3 clusters Score -1.274109e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101048 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -12741078.000000 Penalty: 3747.080322
	Iteration 35Q: 3 clusters Score -1.274108e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101068 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -12741088.000000 Penalty: 3747.080322
	Iteration 36Q: 3 clusters Score -1.274109e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101081 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -12741088.000000 Penalty: 3747.080322
	Iteration 37Q: 3 clusters Score -1.274109e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101091 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -12741084.000000 Penalty: 3747.080322
	Iteration 38Q: 3 clusters Score -1.274108e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101098 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -12741093.000000 Penalty: 3747.080322
	Iteration 39Q: 3 clusters Score -1.274109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101101 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -12741080.000000 Penalty: 3747.080322
	Iteration 40F: 3 clusters Score -1.274108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101103 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -12741083.000000 Penalty: 3747.080322
	Iteration 41Q: 3 clusters Score -1.274108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101104 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -12741093.000000 Penalty: 3747.080322
	Iteration 42Q: 3 clusters Score -1.274109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101108 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -12741094.000000 Penalty: 3747.080322
	Iteration 43Q: 3 clusters Score -1.274109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101112 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -12741094.000000 Penalty: 3747.080322
	Iteration 44Q: 3 clusters Score -1.274109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101118 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -12741087.000000 Penalty: 3747.080322
	Iteration 45Q: 3 clusters Score -1.274109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101123 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -12741095.000000 Penalty: 3747.080322
	Iteration 46Q: 3 clusters Score -1.27411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101124 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -12741091.000000 Penalty: 3747.080322
	Iteration 47Q: 3 clusters Score -1.274109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101122 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -12741092.000000 Penalty: 3747.080322
	Iteration 48Q: 3 clusters Score -1.274109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101124 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -12741091.000000 Penalty: 3747.080322
	Iteration 49Q: 3 clusters Score -1.274109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101123 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -12741094.000000 Penalty: 3747.080322
	Iteration 50Q: 3 clusters Score -1.274109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101124 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -12741096.000000 Penalty: 3747.080322
	Iteration 51Q: 3 clusters Score -1.27411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101126 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -12741096.000000 Penalty: 3747.080322
	Iteration 52Q: 3 clusters Score -1.27411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101125 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -12741089.000000 Penalty: 3747.080322
	Iteration 53Q: 3 clusters Score -1.274109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101126 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -12741090.000000 Penalty: 3747.080322
	Iteration 54Q: 3 clusters Score -1.274109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101128 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -12741094.000000 Penalty: 3747.080322
	Iteration 55Q: 3 clusters Score -1.274109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101130 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -12741094.000000 Penalty: 3747.080322
	Iteration 56Q: 3 clusters Score -1.274109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101132 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -12741083.000000 Penalty: 3747.080322
	Iteration 57Q: 3 clusters Score -1.274108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101135 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -12741085.000000 Penalty: 3747.080322
	Iteration 58Q: 3 clusters Score -1.274108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101140 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -12741105.000000 Penalty: 3747.080322
	Iteration 59Q: 3 clusters Score -1.27411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101143 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -12741105.000000 Penalty: 3747.080322
	Iteration 60F: 3 clusters Score -1.27411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101146 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -12741097.000000 Penalty: 3747.080322
	Iteration 61Q: 3 clusters Score -1.27411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101150 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -12741100.000000 Penalty: 3747.080322
	Iteration 62Q: 3 clusters Score -1.27411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101151 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -12741104.000000 Penalty: 3747.080322
	Iteration 63Q: 3 clusters Score -1.27411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101152 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -12741103.000000 Penalty: 3747.080322
	Iteration 64Q: 3 clusters Score -1.27411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101152 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -12741103.000000 Penalty: 3747.080322
	Iteration 65F: 3 clusters Score -1.27411e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Entering Unmasked Estep 
Score: -741756.000000 Penalty: 1411.983276
	Iteration 0F: 2 clusters Score -741756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -737099.437500 Penalty: 2823.966553
	Iteration 0F: 3 clusters Score -737099.4 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -738357.937500 Penalty: 2823.966553
	Iteration 1F: 3 clusters Score -738357.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -738564.375000 Penalty: 2823.966553
	Iteration 2F: 3 clusters Score -738564.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -738706.687500 Penalty: 2823.966553
	Iteration 3F: 3 clusters Score -738706.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -738817.625000 Penalty: 2823.966553
	Iteration 4Q: 3 clusters Score -738817.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -738906.562500 Penalty: 2823.966553
	Iteration 5Q: 3 clusters Score -738906.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -738986.625000 Penalty: 2823.966553
	Iteration 6Q: 3 clusters Score -738986.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -739053.187500 Penalty: 2823.966553
	Iteration 7Q: 3 clusters Score -739053.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -739111.062500 Penalty: 2823.966553
	Iteration 8Q: 3 clusters Score -739111.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -739162.625000 Penalty: 2823.966553
	Iteration 9Q: 3 clusters Score -739162.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -739204.312500 Penalty: 2823.966553
	Iteration 10Q: 3 clusters Score -739204.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -739241.562500 Penalty: 2823.966553
	Iteration 11Q: 3 clusters Score -739241.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -739277.625000 Penalty: 2823.966553
	Iteration 12Q: 3 clusters Score -739277.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -739317.625000 Penalty: 2823.966553
	Iteration 13Q: 3 clusters Score -739317.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -739353.937500 Penalty: 2823.966553
	Iteration 14Q: 3 clusters Score -739353.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -739395.000000 Penalty: 2823.966553
	Iteration 15Q: 3 clusters Score -739395 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -739437.250000 Penalty: 2823.966553
	Iteration 16Q: 3 clusters Score -739437.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -739483.875000 Penalty: 2823.966553
	Iteration 17Q: 3 clusters Score -739483.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -739532.500000 Penalty: 2823.966553
	Iteration 18Q: 3 clusters Score -739532.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -739584.875000 Penalty: 2823.966553
	Iteration 19Q: 3 clusters Score -739584.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -739640.000000 Penalty: 2823.966553
	Iteration 20F: 3 clusters Score -739640 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -739712.437500 Penalty: 2823.966553
	Iteration 21Q: 3 clusters Score -739712.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -739795.437500 Penalty: 2823.966553
	Iteration 22Q: 3 clusters Score -739795.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -739882.812500 Penalty: 2823.966553
	Iteration 23Q: 3 clusters Score -739882.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -739960.562500 Penalty: 2823.966553
	Iteration 24Q: 3 clusters Score -739960.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -740053.250000 Penalty: 2823.966553
	Iteration 25Q: 3 clusters Score -740053.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -740148.000000 Penalty: 2823.966553
	Iteration 26Q: 3 clusters Score -740148 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -740219.062500 Penalty: 2823.966553
	Iteration 27Q: 3 clusters Score -740219.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -740262.312500 Penalty: 2823.966553
	Iteration 28Q: 3 clusters Score -740262.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -740306.875000 Penalty: 2823.966553
	Iteration 29Q: 3 clusters Score -740306.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -740345.437500 Penalty: 2823.966553
	Iteration 30Q: 3 clusters Score -740345.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -740379.812500 Penalty: 2823.966553
	Iteration 31Q: 3 clusters Score -740379.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -740408.937500 Penalty: 2823.966553
	Iteration 32Q: 3 clusters Score -740408.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -740430.437500 Penalty: 2823.966553
	Iteration 33Q: 3 clusters Score -740430.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -740445.437500 Penalty: 2823.966553
	Iteration 34Q: 3 clusters Score -740445.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -740455.625000 Penalty: 2823.966553
	Iteration 35Q: 3 clusters Score -740455.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -740462.375000 Penalty: 2823.966553
	Iteration 36Q: 3 clusters Score -740462.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -740474.875000 Penalty: 2823.966553
	Iteration 37Q: 3 clusters Score -740474.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -740489.500000 Penalty: 2823.966553
	Iteration 38Q: 3 clusters Score -740489.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -740502.312500 Penalty: 2823.966553
	Iteration 39Q: 3 clusters Score -740502.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -740510.375000 Penalty: 2823.966553
	Iteration 40F: 3 clusters Score -740510.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -740519.687500 Penalty: 2823.966553
	Iteration 41Q: 3 clusters Score -740519.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -740521.625000 Penalty: 2823.966553
	Iteration 42Q: 3 clusters Score -740521.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -740524.250000 Penalty: 2823.966553
	Iteration 43Q: 3 clusters Score -740524.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -740526.687500 Penalty: 2823.966553
	Iteration 44Q: 3 clusters Score -740526.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -740527.375000 Penalty: 2823.966553
	Iteration 45Q: 3 clusters Score -740527.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -740527.375000 Penalty: 2823.966553
	Iteration 46Q: 3 clusters Score -740527.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -740527.375000 Penalty: 2823.966553
	Iteration 47F: 3 clusters Score -740527.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Entering Unmasked Estep 
Score: -1262600.000000 Penalty: 1508.613647
	Iteration 0F: 2 clusters Score -1262600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1254982.375000 Penalty: 3017.227295
	Iteration 0F: 3 clusters Score -1254982 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1257887.375000 Penalty: 3017.227295
	Iteration 1F: 3 clusters Score -1257887 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1258515.375000 Penalty: 3017.227295
	Iteration 2F: 3 clusters Score -1258515 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1259069.875000 Penalty: 3017.227295
	Iteration 3F: 3 clusters Score -1259070 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1259514.750000 Penalty: 3017.227295
	Iteration 4F: 3 clusters Score -1259515 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1259926.000000 Penalty: 3017.227295
	Iteration 5F: 3 clusters Score -1259926 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1260295.125000 Penalty: 3017.227295
	Iteration 6F: 3 clusters Score -1260295 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1260634.250000 Penalty: 3017.227295
	Iteration 7Q: 3 clusters Score -1260634 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1260965.750000 Penalty: 3017.227295
	Iteration 8Q: 3 clusters Score -1260966 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1261208.625000 Penalty: 3017.227295
	Iteration 9Q: 3 clusters Score -1261209 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1261380.125000 Penalty: 3017.227295
	Iteration 10Q: 3 clusters Score -1261380 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1261563.125000 Penalty: 3017.227295
	Iteration 11Q: 3 clusters Score -1261563 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1261754.125000 Penalty: 3017.227295
	Iteration 12Q: 3 clusters Score -1261754 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1262064.875000 Penalty: 3017.227295
	Iteration 13Q: 3 clusters Score -1262065 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1262508.375000 Penalty: 3017.227295
	Iteration 14Q: 3 clusters Score -1262508 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1262825.125000 Penalty: 3017.227295
	Iteration 15Q: 3 clusters Score -1262825 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1262965.500000 Penalty: 3017.227295
	Iteration 16Q: 3 clusters Score -1262966 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1263036.000000 Penalty: 3017.227295
	Iteration 17Q: 3 clusters Score -1263036 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1263093.375000 Penalty: 3017.227295
	Iteration 18Q: 3 clusters Score -1263093 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1263141.875000 Penalty: 3017.227295
	Iteration 19Q: 3 clusters Score -1263142 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1263174.375000 Penalty: 3017.227295
	Iteration 20F: 3 clusters Score -1263174 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1263198.875000 Penalty: 3017.227295
	Iteration 21Q: 3 clusters Score -1263199 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1263227.875000 Penalty: 3017.227295
	Iteration 22Q: 3 clusters Score -1263228 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1263250.625000 Penalty: 3017.227295
	Iteration 23Q: 3 clusters Score -1263251 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1263264.750000 Penalty: 3017.227295
	Iteration 24Q: 3 clusters Score -1263265 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1263277.125000 Penalty: 3017.227295
	Iteration 25Q: 3 clusters Score -1263277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1263284.875000 Penalty: 3017.227295
	Iteration 26Q: 3 clusters Score -1263285 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1263298.875000 Penalty: 3017.227295
	Iteration 27Q: 3 clusters Score -1263299 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1263322.125000 Penalty: 3017.227295
	Iteration 28Q: 3 clusters Score -1263322 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1263335.500000 Penalty: 3017.227295
	Iteration 29Q: 3 clusters Score -1263336 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1263351.375000 Penalty: 3017.227295
	Iteration 30Q: 3 clusters Score -1263351 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1263356.125000 Penalty: 3017.227295
	Iteration 31Q: 3 clusters Score -1263356 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1263361.250000 Penalty: 3017.227295
	Iteration 32Q: 3 clusters Score -1263361 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1263369.625000 Penalty: 3017.227295
	Iteration 33Q: 3 clusters Score -1263370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1263374.000000 Penalty: 3017.227295
	Iteration 34Q: 3 clusters Score -1263374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1263380.500000 Penalty: 3017.227295
	Iteration 35Q: 3 clusters Score -1263380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1263384.500000 Penalty: 3017.227295
	Iteration 36Q: 3 clusters Score -1263384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1263387.625000 Penalty: 3017.227295
	Iteration 37Q: 3 clusters Score -1263388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1263394.500000 Penalty: 3017.227295
	Iteration 38Q: 3 clusters Score -1263394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1263403.375000 Penalty: 3017.227295
	Iteration 39Q: 3 clusters Score -1263403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1263406.375000 Penalty: 3017.227295
	Iteration 40F: 3 clusters Score -1263406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1263408.375000 Penalty: 3017.227295
	Iteration 41Q: 3 clusters Score -1263408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1263407.875000 Penalty: 3017.227295
	Iteration 42Q: 3 clusters Score -1263408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1263409.375000 Penalty: 3017.227295
	Iteration 43Q: 3 clusters Score -1263409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1263412.750000 Penalty: 3017.227295
	Iteration 44Q: 3 clusters Score -1263413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1263415.625000 Penalty: 3017.227295
	Iteration 45Q: 3 clusters Score -1263416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1263417.750000 Penalty: 3017.227295
	Iteration 46Q: 3 clusters Score -1263418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1263419.750000 Penalty: 3017.227295
	Iteration 47Q: 3 clusters Score -1263420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1263419.875000 Penalty: 3017.227295
	Iteration 48Q: 3 clusters Score -1263420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1263422.000000 Penalty: 3017.227295
	Iteration 49Q: 3 clusters Score -1263422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1263425.625000 Penalty: 3017.227295
	Iteration 50Q: 3 clusters Score -1263426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1263427.500000 Penalty: 3017.227295
	Iteration 51Q: 3 clusters Score -1263428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1263431.625000 Penalty: 3017.227295
	Iteration 52Q: 3 clusters Score -1263432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1263434.125000 Penalty: 3017.227295
	Iteration 53Q: 3 clusters Score -1263434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1263436.750000 Penalty: 3017.227295
	Iteration 54Q: 3 clusters Score -1263437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1263437.875000 Penalty: 3017.227295
	Iteration 55Q: 3 clusters Score -1263438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1263444.750000 Penalty: 3017.227295
	Iteration 56Q: 3 clusters Score -1263445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1263444.125000 Penalty: 3017.227295
	Iteration 57Q: 3 clusters Score -1263444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1263443.125000 Penalty: 3017.227295
	Iteration 58Q: 3 clusters Score -1263443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1263446.625000 Penalty: 3017.227295
	Iteration 59Q: 3 clusters Score -1263447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1263448.125000 Penalty: 3017.227295
	Iteration 60F: 3 clusters Score -1263448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1263454.000000 Penalty: 3017.227295
	Iteration 61Q: 3 clusters Score -1263454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1263456.500000 Penalty: 3017.227295
	Iteration 62Q: 3 clusters Score -1263456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1263460.625000 Penalty: 3017.227295
	Iteration 63Q: 3 clusters Score -1263461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1263459.750000 Penalty: 3017.227295
	Iteration 64Q: 3 clusters Score -1263460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1263460.625000 Penalty: 3017.227295
	Iteration 65Q: 3 clusters Score -1263461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1263461.625000 Penalty: 3017.227295
	Iteration 66Q: 3 clusters Score -1263462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1263460.500000 Penalty: 3017.227295
	Iteration 67Q: 3 clusters Score -1263460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1263460.000000 Penalty: 3017.227295
	Iteration 68Q: 3 clusters Score -1263460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1263460.375000 Penalty: 3017.227295
	Iteration 69Q: 3 clusters Score -1263460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1263461.500000 Penalty: 3017.227295
	Iteration 70Q: 3 clusters Score -1263462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1263462.125000 Penalty: 3017.227295
	Iteration 71Q: 3 clusters Score -1263462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1263460.500000 Penalty: 3017.227295
	Iteration 72Q: 3 clusters Score -1263460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1263461.625000 Penalty: 3017.227295
	Iteration 73Q: 3 clusters Score -1263462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1263461.250000 Penalty: 3017.227295
	Iteration 74Q: 3 clusters Score -1263461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1263461.250000 Penalty: 3017.227295
	Iteration 75F: 3 clusters Score -1263461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 106003 members 
Mstep: Class 3 contains 371 members 
Mstep: Class 4 contains 1952 members 
Mstep: Class 5 contains 58586 members 
Mstep: Class 6 contains 28584 members 
Mstep: Class 7 contains 12263 members 
Mstep: Class 8 contains 15919 members 
Mstep: Class 9 contains 101669 members 
Mstep: Class 10 contains 5938 members 
Mstep: Class 11 contains 8225 members 
Mstep: Class 12 contains 1041 members 
Mstep: Class 13 contains 101555 members 
Mstep: Class 14 contains 35084 members 
Mstep: Class 15 contains 106732 members 
Mstep: Class 16 contains 3475 members 
Mstep: Class 17 contains 7487 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 14605 members 
Mstep: Class 20 contains 6590 members 
Mstep: Class 21 contains 4945 members 
Mstep: Class 22 contains 14195 members 
Mstep: Class 23 contains 102340 members 
Mstep: Class 24 contains 48529 members 
Mstep: Class 25 contains 91103 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 1623 members 
Mstep: Class 28 contains 7656 members 
Mstep: Class 29 contains 6373 members 
Mstep: Class 30 contains 1704 members 
Mstep: Class 31 contains 9313 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 2537 members 
Entering Unmasked Estep 
Score: -111761056.000000 Penalty: 73629.445312
Splitting cluster 11 changes total score from -111759000.000000 to -111761056.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 12 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -98510.890625 Penalty: 1129.039795
	Iteration 0F: 2 clusters Score -98510.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -97260.593750 Penalty: 2258.079590
	Iteration 0F: 3 clusters Score -97260.59 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -98088.085938 Penalty: 2258.079590
	Iteration 1F: 3 clusters Score -98088.09 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -98582.132812 Penalty: 2258.079590
	Iteration 2F: 3 clusters Score -98582.13 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -98824.812500 Penalty: 2258.079590
	Iteration 3F: 3 clusters Score -98824.81 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -99031.664062 Penalty: 2258.079590
	Iteration 4Q: 3 clusters Score -99031.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -99183.898438 Penalty: 2258.079590
	Iteration 5Q: 3 clusters Score -99183.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -99277.429688 Penalty: 2258.079590
	Iteration 6Q: 3 clusters Score -99277.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -99321.507812 Penalty: 2258.079590
	Iteration 7Q: 3 clusters Score -99321.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -99335.906250 Penalty: 2258.079590
	Iteration 8Q: 3 clusters Score -99335.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -99349.468750 Penalty: 2258.079590
	Iteration 9Q: 3 clusters Score -99349.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -99365.460938 Penalty: 2258.079590
	Iteration 10Q: 3 clusters Score -99365.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -99394.835938 Penalty: 2258.079590
	Iteration 11Q: 3 clusters Score -99394.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -99410.421875 Penalty: 2258.079590
	Iteration 12Q: 3 clusters Score -99410.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -99412.382812 Penalty: 2258.079590
	Iteration 13Q: 3 clusters Score -99412.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -99412.382812 Penalty: 2258.079590
	Iteration 14F: 3 clusters Score -99412.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 106003 members 
Mstep: Class 3 contains 371 members 
Mstep: Class 4 contains 1952 members 
Mstep: Class 5 contains 58586 members 
Mstep: Class 6 contains 28584 members 
Mstep: Class 7 contains 12263 members 
Mstep: Class 8 contains 15919 members 
Mstep: Class 9 contains 101669 members 
Mstep: Class 10 contains 5938 members 
Mstep: Class 11 contains 8225 members 
Mstep: Class 12 contains 660 members 
Mstep: Class 13 contains 101555 members 
Mstep: Class 14 contains 35084 members 
Mstep: Class 15 contains 106732 members 
Mstep: Class 16 contains 3475 members 
Mstep: Class 17 contains 7487 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 14605 members 
Mstep: Class 20 contains 6590 members 
Mstep: Class 21 contains 4945 members 
Mstep: Class 22 contains 14195 members 
Mstep: Class 23 contains 102340 members 
Mstep: Class 24 contains 48529 members 
Mstep: Class 25 contains 91103 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 1623 members 
Mstep: Class 28 contains 7656 members 
Mstep: Class 29 contains 6373 members 
Mstep: Class 30 contains 1704 members 
Mstep: Class 31 contains 9313 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 2537 members 
Mstep: Class 34 contains 381 members 
Entering Unmasked Estep 
Score: -111760576.000000 Penalty: 75860.640625
Splitting cluster 12 changes total score from -111759000.000000 to -111760576.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 13 (101555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101555 members 
Entering Unmasked Estep 
Score: -12800683.000000 Penalty: 1873.357788
	Iteration 0F: 2 clusters Score -1.280068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50674 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -12734329.000000 Penalty: 3746.715576
	Iteration 0F: 3 clusters Score -1.273433e+07 nChanged 48796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 52913 members 
Entering Unmasked Estep 
Score: -12763375.000000 Penalty: 3746.715576
	Iteration 1F: 3 clusters Score -1.276338e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 54090 members 
Entering Unmasked Estep 
Score: -12764656.000000 Penalty: 3746.715576
	Iteration 2Q: 3 clusters Score -1.276466e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 55691 members 
Entering Unmasked Estep 
Score: -12766535.000000 Penalty: 3746.715576
	Iteration 3Q: 3 clusters Score -1.276654e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 57848 members 
Entering Unmasked Estep 
Score: -12769311.000000 Penalty: 3746.715576
	Iteration 4Q: 3 clusters Score -1.276931e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 60400 members 
Entering Unmasked Estep 
Score: -12772974.000000 Penalty: 3746.715576
	Iteration 5F: 3 clusters Score -1.277297e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 62962 members 
Entering Unmasked Estep 
Score: -12777068.000000 Penalty: 3746.715576
	Iteration 6F: 3 clusters Score -1.277707e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 65027 members 
Entering Unmasked Estep 
Score: -12781359.000000 Penalty: 3746.715576
	Iteration 7F: 3 clusters Score -1.278136e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 66333 members 
Entering Unmasked Estep 
Score: -12785643.000000 Penalty: 3746.715576
	Iteration 8F: 3 clusters Score -1.278564e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 66872 members 
Entering Unmasked Estep 
Score: -12788948.000000 Penalty: 3746.715576
	Iteration 9F: 3 clusters Score -1.278895e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 67065 members 
Entering Unmasked Estep 
Score: -12790862.000000 Penalty: 3746.715576
	Iteration 10Q: 3 clusters Score -1.279086e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 67299 members 
Entering Unmasked Estep 
Score: -12791700.000000 Penalty: 3746.715576
	Iteration 11Q: 3 clusters Score -1.27917e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 67698 members 
Entering Unmasked Estep 
Score: -12792024.000000 Penalty: 3746.715576
	Iteration 12Q: 3 clusters Score -1.279202e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 68111 members 
Entering Unmasked Estep 
Score: -12792305.000000 Penalty: 3746.715576
	Iteration 13Q: 3 clusters Score -1.27923e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 68541 members 
Entering Unmasked Estep 
Score: -12792547.000000 Penalty: 3746.715576
	Iteration 14Q: 3 clusters Score -1.279255e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 69031 members 
Entering Unmasked Estep 
Score: -12792800.000000 Penalty: 3746.715576
	Iteration 15Q: 3 clusters Score -1.27928e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 69546 members 
Entering Unmasked Estep 
Score: -12792968.000000 Penalty: 3746.715576
	Iteration 16Q: 3 clusters Score -1.279297e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 70039 members 
Entering Unmasked Estep 
Score: -12793083.000000 Penalty: 3746.715576
	Iteration 17Q: 3 clusters Score -1.279308e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 70550 members 
Entering Unmasked Estep 
Score: -12793246.000000 Penalty: 3746.715576
	Iteration 18Q: 3 clusters Score -1.279325e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 71053 members 
Entering Unmasked Estep 
Score: -12793354.000000 Penalty: 3746.715576
	Iteration 19Q: 3 clusters Score -1.279335e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 71559 members 
Entering Unmasked Estep 
Score: -12793445.000000 Penalty: 3746.715576
	Iteration 20F: 3 clusters Score -1.279344e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 72109 members 
Entering Unmasked Estep 
Score: -12793519.000000 Penalty: 3746.715576
	Iteration 21Q: 3 clusters Score -1.279352e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 72661 members 
Entering Unmasked Estep 
Score: -12793596.000000 Penalty: 3746.715576
	Iteration 22Q: 3 clusters Score -1.27936e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 73238 members 
Entering Unmasked Estep 
Score: -12793628.000000 Penalty: 3746.715576
	Iteration 23Q: 3 clusters Score -1.279363e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 73791 members 
Entering Unmasked Estep 
Score: -12793713.000000 Penalty: 3746.715576
	Iteration 24Q: 3 clusters Score -1.279371e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 74367 members 
Entering Unmasked Estep 
Score: -12793751.000000 Penalty: 3746.715576
	Iteration 25Q: 3 clusters Score -1.279375e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 74965 members 
Entering Unmasked Estep 
Score: -12793874.000000 Penalty: 3746.715576
	Iteration 26Q: 3 clusters Score -1.279387e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 75576 members 
Entering Unmasked Estep 
Score: -12793958.000000 Penalty: 3746.715576
	Iteration 27Q: 3 clusters Score -1.279396e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 76204 members 
Entering Unmasked Estep 
Score: -12794009.000000 Penalty: 3746.715576
	Iteration 28Q: 3 clusters Score -1.279401e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 76807 members 
Entering Unmasked Estep 
Score: -12794009.000000 Penalty: 3746.715576
	Iteration 29Q: 3 clusters Score -1.279401e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 77431 members 
Entering Unmasked Estep 
Score: -12794151.000000 Penalty: 3746.715576
	Iteration 30Q: 3 clusters Score -1.279415e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 78056 members 
Entering Unmasked Estep 
Score: -12794260.000000 Penalty: 3746.715576
	Iteration 31Q: 3 clusters Score -1.279426e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 78746 members 
Entering Unmasked Estep 
Score: -12794306.000000 Penalty: 3746.715576
	Iteration 32Q: 3 clusters Score -1.279431e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 79433 members 
Entering Unmasked Estep 
Score: -12794409.000000 Penalty: 3746.715576
	Iteration 33Q: 3 clusters Score -1.279441e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 80088 members 
Entering Unmasked Estep 
Score: -12794533.000000 Penalty: 3746.715576
	Iteration 34Q: 3 clusters Score -1.279453e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 80762 members 
Entering Unmasked Estep 
Score: -12794640.000000 Penalty: 3746.715576
	Iteration 35Q: 3 clusters Score -1.279464e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 81431 members 
Entering Unmasked Estep 
Score: -12794707.000000 Penalty: 3746.715576
	Iteration 36Q: 3 clusters Score -1.279471e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 82089 members 
Entering Unmasked Estep 
Score: -12794811.000000 Penalty: 3746.715576
	Iteration 37Q: 3 clusters Score -1.279481e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 82767 members 
Entering Unmasked Estep 
Score: -12794956.000000 Penalty: 3746.715576
	Iteration 38Q: 3 clusters Score -1.279496e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 83433 members 
Entering Unmasked Estep 
Score: -12795101.000000 Penalty: 3746.715576
	Iteration 39Q: 3 clusters Score -1.27951e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 84113 members 
Entering Unmasked Estep 
Score: -12795229.000000 Penalty: 3746.715576
	Iteration 40F: 3 clusters Score -1.279523e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 84797 members 
Entering Unmasked Estep 
Score: -12795392.000000 Penalty: 3746.715576
	Iteration 41Q: 3 clusters Score -1.279539e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 85533 members 
Entering Unmasked Estep 
Score: -12795555.000000 Penalty: 3746.715576
	Iteration 42Q: 3 clusters Score -1.279556e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 86274 members 
Entering Unmasked Estep 
Score: -12795703.000000 Penalty: 3746.715576
	Iteration 43Q: 3 clusters Score -1.27957e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 86985 members 
Entering Unmasked Estep 
Score: -12795839.000000 Penalty: 3746.715576
	Iteration 44Q: 3 clusters Score -1.279584e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 87749 members 
Entering Unmasked Estep 
Score: -12796044.000000 Penalty: 3746.715576
	Iteration 45Q: 3 clusters Score -1.279604e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 88547 members 
Entering Unmasked Estep 
Score: -12796217.000000 Penalty: 3746.715576
	Iteration 46Q: 3 clusters Score -1.279622e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 89361 members 
Entering Unmasked Estep 
Score: -12796384.000000 Penalty: 3746.715576
	Iteration 47Q: 3 clusters Score -1.279638e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 90152 members 
Entering Unmasked Estep 
Score: -12796761.000000 Penalty: 3746.715576
	Iteration 48Q: 3 clusters Score -1.279676e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 90929 members 
Entering Unmasked Estep 
Score: -12797050.000000 Penalty: 3746.715576
	Iteration 49Q: 3 clusters Score -1.279705e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 91658 members 
Entering Unmasked Estep 
Score: -12797354.000000 Penalty: 3746.715576
	Iteration 50Q: 3 clusters Score -1.279735e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 92383 members 
Entering Unmasked Estep 
Score: -12797654.000000 Penalty: 3746.715576
	Iteration 51Q: 3 clusters Score -1.279765e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 93049 members 
Entering Unmasked Estep 
Score: -12797830.000000 Penalty: 3746.715576
	Iteration 52Q: 3 clusters Score -1.279783e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 93719 members 
Entering Unmasked Estep 
Score: -12798055.000000 Penalty: 3746.715576
	Iteration 53Q: 3 clusters Score -1.279806e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 94339 members 
Entering Unmasked Estep 
Score: -12798245.000000 Penalty: 3746.715576
	Iteration 54Q: 3 clusters Score -1.279824e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 94935 members 
Entering Unmasked Estep 
Score: -12798409.000000 Penalty: 3746.715576
	Iteration 55Q: 3 clusters Score -1.279841e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 95535 members 
Entering Unmasked Estep 
Score: -12798608.000000 Penalty: 3746.715576
	Iteration 56Q: 3 clusters Score -1.279861e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 96099 members 
Entering Unmasked Estep 
Score: -12798757.000000 Penalty: 3746.715576
	Iteration 57Q: 3 clusters Score -1.279876e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 96649 members 
Entering Unmasked Estep 
Score: -12798864.000000 Penalty: 3746.715576
	Iteration 58Q: 3 clusters Score -1.279886e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 97133 members 
Entering Unmasked Estep 
Score: -12798964.000000 Penalty: 3746.715576
	Iteration 59Q: 3 clusters Score -1.279896e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 97602 members 
Entering Unmasked Estep 
Score: -12799019.000000 Penalty: 3746.715576
	Iteration 60F: 3 clusters Score -1.279902e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 98018 members 
Entering Unmasked Estep 
Score: -12799083.000000 Penalty: 3746.715576
	Iteration 61Q: 3 clusters Score -1.279908e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 98395 members 
Entering Unmasked Estep 
Score: -12799151.000000 Penalty: 3746.715576
	Iteration 62Q: 3 clusters Score -1.279915e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 98704 members 
Entering Unmasked Estep 
Score: -12799152.000000 Penalty: 3746.715576
	Iteration 63Q: 3 clusters Score -1.279915e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 98961 members 
Entering Unmasked Estep 
Score: -12799177.000000 Penalty: 3746.715576
	Iteration 64Q: 3 clusters Score -1.279918e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 99214 members 
Entering Unmasked Estep 
Score: -12799229.000000 Penalty: 3746.715576
	Iteration 65Q: 3 clusters Score -1.279923e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 99425 members 
Entering Unmasked Estep 
Score: -12799237.000000 Penalty: 3746.715576
	Iteration 66Q: 3 clusters Score -1.279924e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 99583 members 
Entering Unmasked Estep 
Score: -12799274.000000 Penalty: 3746.715576
	Iteration 67Q: 3 clusters Score -1.279927e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 99720 members 
Entering Unmasked Estep 
Score: -12799279.000000 Penalty: 3746.715576
	Iteration 68Q: 3 clusters Score -1.279928e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 99824 members 
Entering Unmasked Estep 
Score: -12799296.000000 Penalty: 3746.715576
	Iteration 69Q: 3 clusters Score -1.27993e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 99928 members 
Entering Unmasked Estep 
Score: -12799304.000000 Penalty: 3746.715576
	Iteration 70Q: 3 clusters Score -1.27993e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 100020 members 
Entering Unmasked Estep 
Score: -12799326.000000 Penalty: 3746.715576
	Iteration 71Q: 3 clusters Score -1.279933e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 100100 members 
Entering Unmasked Estep 
Score: -12799339.000000 Penalty: 3746.715576
	Iteration 72Q: 3 clusters Score -1.279934e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 100159 members 
Entering Unmasked Estep 
Score: -12799348.000000 Penalty: 3746.715576
	Iteration 73Q: 3 clusters Score -1.279935e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 100218 members 
Entering Unmasked Estep 
Score: -12799356.000000 Penalty: 3746.715576
	Iteration 74Q: 3 clusters Score -1.279936e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 100266 members 
Entering Unmasked Estep 
Score: -12799377.000000 Penalty: 3746.715576
	Iteration 75Q: 3 clusters Score -1.279938e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 100299 members 
Entering Unmasked Estep 
Score: -12799348.000000 Penalty: 3746.715576
	Iteration 76Q: 3 clusters Score -1.279935e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 100326 members 
Entering Unmasked Estep 
Score: -12799368.000000 Penalty: 3746.715576
	Iteration 77Q: 3 clusters Score -1.279937e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 100346 members 
Entering Unmasked Estep 
Score: -12799354.000000 Penalty: 3746.715576
	Iteration 78Q: 3 clusters Score -1.279935e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 100373 members 
Entering Unmasked Estep 
Score: -12799356.000000 Penalty: 3746.715576
	Iteration 79Q: 3 clusters Score -1.279936e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 100394 members 
Entering Unmasked Estep 
Score: -12799354.000000 Penalty: 3746.715576
	Iteration 80F: 3 clusters Score -1.279935e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 100424 members 
Entering Unmasked Estep 
Score: -12799383.000000 Penalty: 3746.715576
	Iteration 81Q: 3 clusters Score -1.279938e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 100455 members 
Entering Unmasked Estep 
Score: -12799369.000000 Penalty: 3746.715576
	Iteration 82Q: 3 clusters Score -1.279937e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 100473 members 
Entering Unmasked Estep 
Score: -12799371.000000 Penalty: 3746.715576
	Iteration 83Q: 3 clusters Score -1.279937e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 100486 members 
Entering Unmasked Estep 
Score: -12799364.000000 Penalty: 3746.715576
	Iteration 84Q: 3 clusters Score -1.279936e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 100498 members 
Entering Unmasked Estep 
Score: -12799378.000000 Penalty: 3746.715576
	Iteration 85Q: 3 clusters Score -1.279938e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 100511 members 
Entering Unmasked Estep 
Score: -12799389.000000 Penalty: 3746.715576
	Iteration 86Q: 3 clusters Score -1.279939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 100520 members 
Entering Unmasked Estep 
Score: -12799387.000000 Penalty: 3746.715576
	Iteration 87Q: 3 clusters Score -1.279939e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 100534 members 
Entering Unmasked Estep 
Score: -12799380.000000 Penalty: 3746.715576
	Iteration 88Q: 3 clusters Score -1.279938e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 100551 members 
Entering Unmasked Estep 
Score: -12799388.000000 Penalty: 3746.715576
	Iteration 89Q: 3 clusters Score -1.279939e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 100567 members 
Entering Unmasked Estep 
Score: -12799398.000000 Penalty: 3746.715576
	Iteration 90Q: 3 clusters Score -1.27994e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 100582 members 
Entering Unmasked Estep 
Score: -12799395.000000 Penalty: 3746.715576
	Iteration 91Q: 3 clusters Score -1.27994e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 100596 members 
Entering Unmasked Estep 
Score: -12799396.000000 Penalty: 3746.715576
	Iteration 92Q: 3 clusters Score -1.27994e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 100609 members 
Entering Unmasked Estep 
Score: -12799401.000000 Penalty: 3746.715576
	Iteration 93Q: 3 clusters Score -1.27994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 100617 members 
Entering Unmasked Estep 
Score: -12799394.000000 Penalty: 3746.715576
	Iteration 94Q: 3 clusters Score -1.279939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 100624 members 
Entering Unmasked Estep 
Score: -12799399.000000 Penalty: 3746.715576
	Iteration 95Q: 3 clusters Score -1.27994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 100629 members 
Entering Unmasked Estep 
Score: -12799409.000000 Penalty: 3746.715576
	Iteration 96Q: 3 clusters Score -1.279941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 100636 members 
Entering Unmasked Estep 
Score: -12799408.000000 Penalty: 3746.715576
	Iteration 97Q: 3 clusters Score -1.279941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 100641 members 
Entering Unmasked Estep 
Score: -12799403.000000 Penalty: 3746.715576
	Iteration 98Q: 3 clusters Score -1.27994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 100648 members 
Entering Unmasked Estep 
Score: -12799405.000000 Penalty: 3746.715576
	Iteration 99Q: 3 clusters Score -1.27994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 100653 members 
Entering Unmasked Estep 
Score: -12799421.000000 Penalty: 3746.715576
	Iteration 100F: 3 clusters Score -1.279942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 100659 members 
Entering Unmasked Estep 
Score: -12799415.000000 Penalty: 3746.715576
	Iteration 101Q: 3 clusters Score -1.279942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 100666 members 
Entering Unmasked Estep 
Score: -12799406.000000 Penalty: 3746.715576
	Iteration 102Q: 3 clusters Score -1.279941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 100668 members 
Entering Unmasked Estep 
Score: -12799416.000000 Penalty: 3746.715576
	Iteration 103Q: 3 clusters Score -1.279942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 100674 members 
Entering Unmasked Estep 
Score: -12799419.000000 Penalty: 3746.715576
	Iteration 104Q: 3 clusters Score -1.279942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 100677 members 
Entering Unmasked Estep 
Score: -12799415.000000 Penalty: 3746.715576
	Iteration 105Q: 3 clusters Score -1.279942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 100680 members 
Entering Unmasked Estep 
Score: -12799415.000000 Penalty: 3746.715576
	Iteration 106Q: 3 clusters Score -1.279942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 100682 members 
Entering Unmasked Estep 
Score: -12799422.000000 Penalty: 3746.715576
	Iteration 107Q: 3 clusters Score -1.279942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 100685 members 
Entering Unmasked Estep 
Score: -12799416.000000 Penalty: 3746.715576
	Iteration 108Q: 3 clusters Score -1.279942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 100690 members 
Entering Unmasked Estep 
Score: -12799423.000000 Penalty: 3746.715576
	Iteration 109Q: 3 clusters Score -1.279942e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 100698 members 
Entering Unmasked Estep 
Score: -12799427.000000 Penalty: 3746.715576
	Iteration 110Q: 3 clusters Score -1.279943e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 100702 members 
Entering Unmasked Estep 
Score: -12799424.000000 Penalty: 3746.715576
	Iteration 111Q: 3 clusters Score -1.279942e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 100714 members 
Entering Unmasked Estep 
Score: -12799443.000000 Penalty: 3746.715576
	Iteration 112Q: 3 clusters Score -1.279944e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 100725 members 
Entering Unmasked Estep 
Score: -12799449.000000 Penalty: 3746.715576
	Iteration 113Q: 3 clusters Score -1.279945e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 100735 members 
Entering Unmasked Estep 
Score: -12799450.000000 Penalty: 3746.715576
	Iteration 114Q: 3 clusters Score -1.279945e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 100743 members 
Entering Unmasked Estep 
Score: -12799451.000000 Penalty: 3746.715576
	Iteration 115Q: 3 clusters Score -1.279945e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 100748 members 
Entering Unmasked Estep 
Score: -12799444.000000 Penalty: 3746.715576
	Iteration 116Q: 3 clusters Score -1.279944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 100752 members 
Entering Unmasked Estep 
Score: -12799449.000000 Penalty: 3746.715576
	Iteration 117Q: 3 clusters Score -1.279945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 100761 members 
Entering Unmasked Estep 
Score: -12799465.000000 Penalty: 3746.715576
	Iteration 118Q: 3 clusters Score -1.279946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 100767 members 
Entering Unmasked Estep 
Score: -12799471.000000 Penalty: 3746.715576
	Iteration 119Q: 3 clusters Score -1.279947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 100773 members 
Entering Unmasked Estep 
Score: -12799466.000000 Penalty: 3746.715576
	Iteration 120F: 3 clusters Score -1.279947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 100778 members 
Entering Unmasked Estep 
Score: -12799480.000000 Penalty: 3746.715576
	Iteration 121Q: 3 clusters Score -1.279948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 100783 members 
Entering Unmasked Estep 
Score: -12799479.000000 Penalty: 3746.715576
	Iteration 122Q: 3 clusters Score -1.279948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 100787 members 
Entering Unmasked Estep 
Score: -12799475.000000 Penalty: 3746.715576
	Iteration 123Q: 3 clusters Score -1.279948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 100789 members 
Entering Unmasked Estep 
Score: -12799485.000000 Penalty: 3746.715576
	Iteration 124Q: 3 clusters Score -1.279948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 100793 members 
Entering Unmasked Estep 
Score: -12799486.000000 Penalty: 3746.715576
	Iteration 125Q: 3 clusters Score -1.279949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 100798 members 
Entering Unmasked Estep 
Score: -12799486.000000 Penalty: 3746.715576
	Iteration 126Q: 3 clusters Score -1.279949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 100804 members 
Entering Unmasked Estep 
Score: -12799476.000000 Penalty: 3746.715576
	Iteration 127Q: 3 clusters Score -1.279948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 100810 members 
Entering Unmasked Estep 
Score: -12799467.000000 Penalty: 3746.715576
	Iteration 128Q: 3 clusters Score -1.279947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 100812 members 
Entering Unmasked Estep 
Score: -12799467.000000 Penalty: 3746.715576
	Iteration 129Q: 3 clusters Score -1.279947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 100815 members 
Entering Unmasked Estep 
Score: -12799473.000000 Penalty: 3746.715576
	Iteration 130Q: 3 clusters Score -1.279947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 100818 members 
Entering Unmasked Estep 
Score: -12799478.000000 Penalty: 3746.715576
	Iteration 131Q: 3 clusters Score -1.279948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 100822 members 
Entering Unmasked Estep 
Score: -12799471.000000 Penalty: 3746.715576
	Iteration 132Q: 3 clusters Score -1.279947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 100823 members 
Entering Unmasked Estep 
Score: -12799475.000000 Penalty: 3746.715576
	Iteration 133Q: 3 clusters Score -1.279948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 100823 members 
Entering Unmasked Estep 
Score: -12799475.000000 Penalty: 3746.715576
	Iteration 134Q: 3 clusters Score -1.279948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 100824 members 
Entering Unmasked Estep 
Score: -12799475.000000 Penalty: 3746.715576
	Iteration 135Q: 3 clusters Score -1.279948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 100824 members 
Entering Unmasked Estep 
Score: -12799475.000000 Penalty: 3746.715576
	Iteration 136F: 3 clusters Score -1.279948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Entering Unmasked Estep 
Score: -4310228.500000 Penalty: 1700.643921
	Iteration 0F: 2 clusters Score -4310228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -4286759.000000 Penalty: 3401.287842
	Iteration 0F: 3 clusters Score -4286759 nChanged 16237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -4296227.000000 Penalty: 3401.287842
	Iteration 1F: 3 clusters Score -4296227 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -4297373.500000 Penalty: 3401.287842
	Iteration 2F: 3 clusters Score -4297374 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -4298828.500000 Penalty: 3401.287842
	Iteration 3F: 3 clusters Score -4298828 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -4300296.000000 Penalty: 3401.287842
	Iteration 4F: 3 clusters Score -4300296 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -4301663.000000 Penalty: 3401.287842
	Iteration 5F: 3 clusters Score -4301663 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -4302807.000000 Penalty: 3401.287842
	Iteration 6F: 3 clusters Score -4302807 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -4303731.000000 Penalty: 3401.287842
	Iteration 7Q: 3 clusters Score -4303731 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -4304492.500000 Penalty: 3401.287842
	Iteration 8Q: 3 clusters Score -4304492 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -4305174.500000 Penalty: 3401.287842
	Iteration 9Q: 3 clusters Score -4305174 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -4305784.500000 Penalty: 3401.287842
	Iteration 10Q: 3 clusters Score -4305784 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -4306316.000000 Penalty: 3401.287842
	Iteration 11Q: 3 clusters Score -4306316 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -4306797.500000 Penalty: 3401.287842
	Iteration 12Q: 3 clusters Score -4306798 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -4307174.500000 Penalty: 3401.287842
	Iteration 13Q: 3 clusters Score -4307174 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -4307496.500000 Penalty: 3401.287842
	Iteration 14Q: 3 clusters Score -4307496 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -4307801.500000 Penalty: 3401.287842
	Iteration 15Q: 3 clusters Score -4307802 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -4308021.000000 Penalty: 3401.287842
	Iteration 16Q: 3 clusters Score -4308021 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -4308196.000000 Penalty: 3401.287842
	Iteration 17Q: 3 clusters Score -4308196 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -4308330.500000 Penalty: 3401.287842
	Iteration 18Q: 3 clusters Score -4308330 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -4308433.500000 Penalty: 3401.287842
	Iteration 19Q: 3 clusters Score -4308434 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -4308507.000000 Penalty: 3401.287842
	Iteration 20F: 3 clusters Score -4308507 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -4308582.000000 Penalty: 3401.287842
	Iteration 21Q: 3 clusters Score -4308582 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -4308640.000000 Penalty: 3401.287842
	Iteration 22Q: 3 clusters Score -4308640 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -4308685.000000 Penalty: 3401.287842
	Iteration 23Q: 3 clusters Score -4308685 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -4308738.500000 Penalty: 3401.287842
	Iteration 24Q: 3 clusters Score -4308738 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4308777.500000 Penalty: 3401.287842
	Iteration 25Q: 3 clusters Score -4308778 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -4308821.500000 Penalty: 3401.287842
	Iteration 26Q: 3 clusters Score -4308822 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -4308855.000000 Penalty: 3401.287842
	Iteration 27Q: 3 clusters Score -4308855 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4308882.000000 Penalty: 3401.287842
	Iteration 28Q: 3 clusters Score -4308882 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4308896.500000 Penalty: 3401.287842
	Iteration 29Q: 3 clusters Score -4308896 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4308926.000000 Penalty: 3401.287842
	Iteration 30Q: 3 clusters Score -4308926 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4308938.500000 Penalty: 3401.287842
	Iteration 31Q: 3 clusters Score -4308938 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4308954.500000 Penalty: 3401.287842
	Iteration 32Q: 3 clusters Score -4308954 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4308965.500000 Penalty: 3401.287842
	Iteration 33Q: 3 clusters Score -4308966 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4308971.500000 Penalty: 3401.287842
	Iteration 34Q: 3 clusters Score -4308972 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4308994.000000 Penalty: 3401.287842
	Iteration 35Q: 3 clusters Score -4308994 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4309014.500000 Penalty: 3401.287842
	Iteration 36Q: 3 clusters Score -4309014 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4309016.000000 Penalty: 3401.287842
	Iteration 37Q: 3 clusters Score -4309016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4309016.000000 Penalty: 3401.287842
	Iteration 38Q: 3 clusters Score -4309016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4309022.500000 Penalty: 3401.287842
	Iteration 39Q: 3 clusters Score -4309022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4309029.500000 Penalty: 3401.287842
	Iteration 40F: 3 clusters Score -4309030 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4309032.500000 Penalty: 3401.287842
	Iteration 41Q: 3 clusters Score -4309032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4309044.500000 Penalty: 3401.287842
	Iteration 42Q: 3 clusters Score -4309044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4309057.000000 Penalty: 3401.287842
	Iteration 43Q: 3 clusters Score -4309057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4309059.000000 Penalty: 3401.287842
	Iteration 44Q: 3 clusters Score -4309059 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4309078.500000 Penalty: 3401.287842
	Iteration 45Q: 3 clusters Score -4309078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4309082.500000 Penalty: 3401.287842
	Iteration 46Q: 3 clusters Score -4309082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4309091.500000 Penalty: 3401.287842
	Iteration 47Q: 3 clusters Score -4309092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4309096.000000 Penalty: 3401.287842
	Iteration 48Q: 3 clusters Score -4309096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4309107.000000 Penalty: 3401.287842
	Iteration 49Q: 3 clusters Score -4309107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4309115.000000 Penalty: 3401.287842
	Iteration 50Q: 3 clusters Score -4309115 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4309119.000000 Penalty: 3401.287842
	Iteration 51Q: 3 clusters Score -4309119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4309123.000000 Penalty: 3401.287842
	Iteration 52Q: 3 clusters Score -4309123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -4309126.000000 Penalty: 3401.287842
	Iteration 53Q: 3 clusters Score -4309126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4309131.000000 Penalty: 3401.287842
	Iteration 54Q: 3 clusters Score -4309131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4309128.500000 Penalty: 3401.287842
	Iteration 55Q: 3 clusters Score -4309128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4309142.500000 Penalty: 3401.287842
	Iteration 56Q: 3 clusters Score -4309142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4309140.500000 Penalty: 3401.287842
	Iteration 57Q: 3 clusters Score -4309140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4309139.000000 Penalty: 3401.287842
	Iteration 58Q: 3 clusters Score -4309139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4309139.000000 Penalty: 3401.287842
	Iteration 59Q: 3 clusters Score -4309139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4309140.500000 Penalty: 3401.287842
	Iteration 60F: 3 clusters Score -4309140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4309143.000000 Penalty: 3401.287842
	Iteration 61Q: 3 clusters Score -4309143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4309144.500000 Penalty: 3401.287842
	Iteration 62Q: 3 clusters Score -4309144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4309143.000000 Penalty: 3401.287842
	Iteration 63Q: 3 clusters Score -4309143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4309142.500000 Penalty: 3401.287842
	Iteration 64Q: 3 clusters Score -4309142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4309141.500000 Penalty: 3401.287842
	Iteration 65Q: 3 clusters Score -4309142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4309140.500000 Penalty: 3401.287842
	Iteration 66Q: 3 clusters Score -4309140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4309139.500000 Penalty: 3401.287842
	Iteration 67Q: 3 clusters Score -4309140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4309139.500000 Penalty: 3401.287842
	Iteration 68F: 3 clusters Score -4309140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (106732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106732 members 
Entering Unmasked Estep 
Score: -13370629.000000 Penalty: 1881.437378
	Iteration 0F: 2 clusters Score -1.337063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53527 members 
Mstep: Class 2 contains 53205 members 
Entering Unmasked Estep 
Score: -13303022.000000 Penalty: 3762.874756
	Iteration 0F: 3 clusters Score -1.330302e+07 nChanged 51034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55479 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -13333461.000000 Penalty: 3762.874756
	Iteration 1F: 3 clusters Score -1.333346e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56557 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -13335344.000000 Penalty: 3762.874756
	Iteration 2Q: 3 clusters Score -1.333534e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58159 members 
Mstep: Class 2 contains 48573 members 
Entering Unmasked Estep 
Score: -13338482.000000 Penalty: 3762.874756
	Iteration 3F: 3 clusters Score -1.333848e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -13343383.000000 Penalty: 3762.874756
	Iteration 4F: 3 clusters Score -1.334338e+07 nChanged 9371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61856 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -13350120.000000 Penalty: 3762.874756
	Iteration 5F: 3 clusters Score -1.335012e+07 nChanged 9352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62060 members 
Mstep: Class 2 contains 44672 members 
Entering Unmasked Estep 
Score: -13356006.000000 Penalty: 3762.874756
	Iteration 6F: 3 clusters Score -1.335601e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60412 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -13358237.000000 Penalty: 3762.874756
	Iteration 7F: 3 clusters Score -1.335824e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57793 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
Score: -13359063.000000 Penalty: 3762.874756
	Iteration 8Q: 3 clusters Score -1.335906e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55221 members 
Mstep: Class 2 contains 51511 members 
Entering Unmasked Estep 
Score: -13359767.000000 Penalty: 3762.874756
	Iteration 9Q: 3 clusters Score -1.335977e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52602 members 
Mstep: Class 2 contains 54130 members 
Entering Unmasked Estep 
Score: -13360585.000000 Penalty: 3762.874756
	Iteration 10Q: 3 clusters Score -1.336058e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 56719 members 
Entering Unmasked Estep 
Score: -13361221.000000 Penalty: 3762.874756
	Iteration 11Q: 3 clusters Score -1.336122e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 59019 members 
Entering Unmasked Estep 
Score: -13361834.000000 Penalty: 3762.874756
	Iteration 12Q: 3 clusters Score -1.336183e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 60857 members 
Entering Unmasked Estep 
Score: -13362188.000000 Penalty: 3762.874756
	Iteration 13Q: 3 clusters Score -1.336219e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 62116 members 
Entering Unmasked Estep 
Score: -13362361.000000 Penalty: 3762.874756
	Iteration 14Q: 3 clusters Score -1.336236e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 63256 members 
Entering Unmasked Estep 
Score: -13362429.000000 Penalty: 3762.874756
	Iteration 15Q: 3 clusters Score -1.336243e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 64631 members 
Entering Unmasked Estep 
Score: -13362474.000000 Penalty: 3762.874756
	Iteration 16Q: 3 clusters Score -1.336247e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 66190 members 
Entering Unmasked Estep 
Score: -13362443.000000 Penalty: 3762.874756
	Iteration 17Q: 3 clusters Score -1.336244e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 67896 members 
Entering Unmasked Estep 
Score: -13362378.000000 Penalty: 3762.874756
	Iteration 18Q: 3 clusters Score -1.336238e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 69828 members 
Entering Unmasked Estep 
Score: -13362363.000000 Penalty: 3762.874756
	Iteration 19Q: 3 clusters Score -1.336236e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 72014 members 
Entering Unmasked Estep 
Score: -13362438.000000 Penalty: 3762.874756
	Iteration 20F: 3 clusters Score -1.336244e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 74455 members 
Entering Unmasked Estep 
Score: -13362475.000000 Penalty: 3762.874756
	Iteration 21Q: 3 clusters Score -1.336248e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 77165 members 
Entering Unmasked Estep 
Score: -13362438.000000 Penalty: 3762.874756
	Iteration 22Q: 3 clusters Score -1.336244e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 80068 members 
Entering Unmasked Estep 
Score: -13362574.000000 Penalty: 3762.874756
	Iteration 23Q: 3 clusters Score -1.336257e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 83339 members 
Entering Unmasked Estep 
Score: -13362802.000000 Penalty: 3762.874756
	Iteration 24Q: 3 clusters Score -1.33628e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 86840 members 
Entering Unmasked Estep 
Score: -13363368.000000 Penalty: 3762.874756
	Iteration 25Q: 3 clusters Score -1.336337e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 90568 members 
Entering Unmasked Estep 
Score: -13364659.000000 Penalty: 3762.874756
	Iteration 26Q: 3 clusters Score -1.336466e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 94216 members 
Entering Unmasked Estep 
Score: -13367442.000000 Penalty: 3762.874756
	Iteration 27Q: 3 clusters Score -1.336744e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 96699 members 
Entering Unmasked Estep 
Score: -13368773.000000 Penalty: 3762.874756
	Iteration 28Q: 3 clusters Score -1.336877e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 98535 members 
Entering Unmasked Estep 
Score: -13369435.000000 Penalty: 3762.874756
	Iteration 29Q: 3 clusters Score -1.336944e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 99962 members 
Entering Unmasked Estep 
Score: -13369908.000000 Penalty: 3762.874756
	Iteration 30Q: 3 clusters Score -1.336991e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 101026 members 
Entering Unmasked Estep 
Score: -13370123.000000 Penalty: 3762.874756
	Iteration 31Q: 3 clusters Score -1.337012e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 101834 members 
Entering Unmasked Estep 
Score: -13370207.000000 Penalty: 3762.874756
	Iteration 32Q: 3 clusters Score -1.337021e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 102440 members 
Entering Unmasked Estep 
Score: -13370127.000000 Penalty: 3762.874756
	Iteration 33Q: 3 clusters Score -1.337013e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 102883 members 
Entering Unmasked Estep 
Score: -13370120.000000 Penalty: 3762.874756
	Iteration 34Q: 3 clusters Score -1.337012e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 103242 members 
Entering Unmasked Estep 
Score: -13370167.000000 Penalty: 3762.874756
	Iteration 35Q: 3 clusters Score -1.337017e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 103524 members 
Entering Unmasked Estep 
Score: -13370146.000000 Penalty: 3762.874756
	Iteration 36Q: 3 clusters Score -1.337015e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 103777 members 
Entering Unmasked Estep 
Score: -13370083.000000 Penalty: 3762.874756
	Iteration 37Q: 3 clusters Score -1.337008e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 103948 members 
Entering Unmasked Estep 
Score: -13370044.000000 Penalty: 3762.874756
	Iteration 38Q: 3 clusters Score -1.337004e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 104087 members 
Entering Unmasked Estep 
Score: -13370039.000000 Penalty: 3762.874756
	Iteration 39Q: 3 clusters Score -1.337004e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 104206 members 
Entering Unmasked Estep 
Score: -13370038.000000 Penalty: 3762.874756
	Iteration 40F: 3 clusters Score -1.337004e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 104295 members 
Entering Unmasked Estep 
Score: -13370009.000000 Penalty: 3762.874756
	Iteration 41Q: 3 clusters Score -1.337001e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 104383 members 
Entering Unmasked Estep 
Score: -13370051.000000 Penalty: 3762.874756
	Iteration 42Q: 3 clusters Score -1.337005e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 104462 members 
Entering Unmasked Estep 
Score: -13370031.000000 Penalty: 3762.874756
	Iteration 43Q: 3 clusters Score -1.337003e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 104518 members 
Entering Unmasked Estep 
Score: -13369987.000000 Penalty: 3762.874756
	Iteration 44Q: 3 clusters Score -1.336999e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 104565 members 
Entering Unmasked Estep 
Score: -13369987.000000 Penalty: 3762.874756
	Iteration 45Q: 3 clusters Score -1.336999e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 104601 members 
Entering Unmasked Estep 
Score: -13369985.000000 Penalty: 3762.874756
	Iteration 46Q: 3 clusters Score -1.336998e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 104636 members 
Entering Unmasked Estep 
Score: -13369969.000000 Penalty: 3762.874756
	Iteration 47Q: 3 clusters Score -1.336997e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 104673 members 
Entering Unmasked Estep 
Score: -13369959.000000 Penalty: 3762.874756
	Iteration 48Q: 3 clusters Score -1.336996e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 104698 members 
Entering Unmasked Estep 
Score: -13369957.000000 Penalty: 3762.874756
	Iteration 49Q: 3 clusters Score -1.336996e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 104730 members 
Entering Unmasked Estep 
Score: -13369934.000000 Penalty: 3762.874756
	Iteration 50Q: 3 clusters Score -1.336993e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 104755 members 
Entering Unmasked Estep 
Score: -13369954.000000 Penalty: 3762.874756
	Iteration 51Q: 3 clusters Score -1.336995e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 104777 members 
Entering Unmasked Estep 
Score: -13369945.000000 Penalty: 3762.874756
	Iteration 52Q: 3 clusters Score -1.336994e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 104798 members 
Entering Unmasked Estep 
Score: -13369939.000000 Penalty: 3762.874756
	Iteration 53Q: 3 clusters Score -1.336994e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 104817 members 
Entering Unmasked Estep 
Score: -13369933.000000 Penalty: 3762.874756
	Iteration 54Q: 3 clusters Score -1.336993e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 104837 members 
Entering Unmasked Estep 
Score: -13369936.000000 Penalty: 3762.874756
	Iteration 55Q: 3 clusters Score -1.336994e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 104864 members 
Entering Unmasked Estep 
Score: -13369917.000000 Penalty: 3762.874756
	Iteration 56Q: 3 clusters Score -1.336992e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 104885 members 
Entering Unmasked Estep 
Score: -13369921.000000 Penalty: 3762.874756
	Iteration 57Q: 3 clusters Score -1.336992e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 104915 members 
Entering Unmasked Estep 
Score: -13369929.000000 Penalty: 3762.874756
	Iteration 58Q: 3 clusters Score -1.336993e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 104943 members 
Entering Unmasked Estep 
Score: -13369918.000000 Penalty: 3762.874756
	Iteration 59Q: 3 clusters Score -1.336992e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 104962 members 
Entering Unmasked Estep 
Score: -13369930.000000 Penalty: 3762.874756
	Iteration 60F: 3 clusters Score -1.336993e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 104978 members 
Entering Unmasked Estep 
Score: -13369944.000000 Penalty: 3762.874756
	Iteration 61Q: 3 clusters Score -1.336994e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 104993 members 
Entering Unmasked Estep 
Score: -13369925.000000 Penalty: 3762.874756
	Iteration 62Q: 3 clusters Score -1.336992e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 105008 members 
Entering Unmasked Estep 
Score: -13369931.000000 Penalty: 3762.874756
	Iteration 63Q: 3 clusters Score -1.336993e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 105022 members 
Entering Unmasked Estep 
Score: -13369921.000000 Penalty: 3762.874756
	Iteration 64Q: 3 clusters Score -1.336992e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 105034 members 
Entering Unmasked Estep 
Score: -13369925.000000 Penalty: 3762.874756
	Iteration 65Q: 3 clusters Score -1.336992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 105039 members 
Entering Unmasked Estep 
Score: -13369930.000000 Penalty: 3762.874756
	Iteration 66Q: 3 clusters Score -1.336993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 105044 members 
Entering Unmasked Estep 
Score: -13369932.000000 Penalty: 3762.874756
	Iteration 67Q: 3 clusters Score -1.336993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 105045 members 
Entering Unmasked Estep 
Score: -13369932.000000 Penalty: 3762.874756
	Iteration 68Q: 3 clusters Score -1.336993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 105046 members 
Entering Unmasked Estep 
Score: -13369937.000000 Penalty: 3762.874756
	Iteration 69Q: 3 clusters Score -1.336994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 105050 members 
Entering Unmasked Estep 
Score: -13369942.000000 Penalty: 3762.874756
	Iteration 70Q: 3 clusters Score -1.336994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 105050 members 
Entering Unmasked Estep 
Score: -13369932.000000 Penalty: 3762.874756
	Iteration 71Q: 3 clusters Score -1.336993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 105049 members 
Entering Unmasked Estep 
Score: -13369938.000000 Penalty: 3762.874756
	Iteration 72Q: 3 clusters Score -1.336994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 105050 members 
Entering Unmasked Estep 
Score: -13369940.000000 Penalty: 3762.874756
	Iteration 73Q: 3 clusters Score -1.336994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 105051 members 
Entering Unmasked Estep 
Score: -13369936.000000 Penalty: 3762.874756
	Iteration 74Q: 3 clusters Score -1.336994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 105051 members 
Entering Unmasked Estep 
Score: -13369936.000000 Penalty: 3762.874756
	Iteration 75F: 3 clusters Score -1.336994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Entering Unmasked Estep 
Score: -433179.125000 Penalty: 1324.919312
	Iteration 0F: 2 clusters Score -433179.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -430184.781250 Penalty: 2649.838623
	Iteration 0F: 3 clusters Score -430184.8 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -431328.656250 Penalty: 2649.838623
	Iteration 1F: 3 clusters Score -431328.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -431775.750000 Penalty: 2649.838623
	Iteration 2F: 3 clusters Score -431775.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -432058.000000 Penalty: 2649.838623
	Iteration 3F: 3 clusters Score -432058 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -432300.375000 Penalty: 2649.838623
	Iteration 4F: 3 clusters Score -432300.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -432494.406250 Penalty: 2649.838623
	Iteration 5F: 3 clusters Score -432494.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -432649.343750 Penalty: 2649.838623
	Iteration 6Q: 3 clusters Score -432649.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -432763.656250 Penalty: 2649.838623
	Iteration 7Q: 3 clusters Score -432763.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -432848.843750 Penalty: 2649.838623
	Iteration 8Q: 3 clusters Score -432848.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -432901.593750 Penalty: 2649.838623
	Iteration 9Q: 3 clusters Score -432901.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -432948.656250 Penalty: 2649.838623
	Iteration 10Q: 3 clusters Score -432948.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -432989.343750 Penalty: 2649.838623
	Iteration 11Q: 3 clusters Score -432989.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -433030.531250 Penalty: 2649.838623
	Iteration 12Q: 3 clusters Score -433030.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -433053.468750 Penalty: 2649.838623
	Iteration 13Q: 3 clusters Score -433053.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -433063.250000 Penalty: 2649.838623
	Iteration 14Q: 3 clusters Score -433063.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -433076.375000 Penalty: 2649.838623
	Iteration 15Q: 3 clusters Score -433076.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -433087.218750 Penalty: 2649.838623
	Iteration 16Q: 3 clusters Score -433087.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -433092.906250 Penalty: 2649.838623
	Iteration 17Q: 3 clusters Score -433092.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -433096.437500 Penalty: 2649.838623
	Iteration 18Q: 3 clusters Score -433096.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -433099.625000 Penalty: 2649.838623
	Iteration 19Q: 3 clusters Score -433099.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -433103.781250 Penalty: 2649.838623
	Iteration 20F: 3 clusters Score -433103.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -433106.812500 Penalty: 2649.838623
	Iteration 21Q: 3 clusters Score -433106.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -433108.250000 Penalty: 2649.838623
	Iteration 22Q: 3 clusters Score -433108.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -433108.250000 Penalty: 2649.838623
	Iteration 23F: 3 clusters Score -433108.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Entering Unmasked Estep 
Score: -885350.812500 Penalty: 1449.650024
	Iteration 0F: 2 clusters Score -885350.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -879825.562500 Penalty: 2899.300049
	Iteration 0F: 3 clusters Score -879825.6 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -881766.375000 Penalty: 2899.300049
	Iteration 1F: 3 clusters Score -881766.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -882313.937500 Penalty: 2899.300049
	Iteration 2F: 3 clusters Score -882313.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -882673.875000 Penalty: 2899.300049
	Iteration 3F: 3 clusters Score -882673.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -882923.000000 Penalty: 2899.300049
	Iteration 4F: 3 clusters Score -882923 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -883102.062500 Penalty: 2899.300049
	Iteration 5Q: 3 clusters Score -883102.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -883266.812500 Penalty: 2899.300049
	Iteration 6Q: 3 clusters Score -883266.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -883421.000000 Penalty: 2899.300049
	Iteration 7Q: 3 clusters Score -883421 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -883555.125000 Penalty: 2899.300049
	Iteration 8Q: 3 clusters Score -883555.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -883673.812500 Penalty: 2899.300049
	Iteration 9Q: 3 clusters Score -883673.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -883813.000000 Penalty: 2899.300049
	Iteration 10Q: 3 clusters Score -883813 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -883946.562500 Penalty: 2899.300049
	Iteration 11Q: 3 clusters Score -883946.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -884091.250000 Penalty: 2899.300049
	Iteration 12Q: 3 clusters Score -884091.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -884223.375000 Penalty: 2899.300049
	Iteration 13Q: 3 clusters Score -884223.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -884343.937500 Penalty: 2899.300049
	Iteration 14Q: 3 clusters Score -884343.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -884440.750000 Penalty: 2899.300049
	Iteration 15Q: 3 clusters Score -884440.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -884514.937500 Penalty: 2899.300049
	Iteration 16Q: 3 clusters Score -884514.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -884568.312500 Penalty: 2899.300049
	Iteration 17Q: 3 clusters Score -884568.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -884608.562500 Penalty: 2899.300049
	Iteration 18Q: 3 clusters Score -884608.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -884644.312500 Penalty: 2899.300049
	Iteration 19Q: 3 clusters Score -884644.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -884678.625000 Penalty: 2899.300049
	Iteration 20F: 3 clusters Score -884678.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -884715.125000 Penalty: 2899.300049
	Iteration 21Q: 3 clusters Score -884715.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -884745.625000 Penalty: 2899.300049
	Iteration 22Q: 3 clusters Score -884745.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -884768.000000 Penalty: 2899.300049
	Iteration 23Q: 3 clusters Score -884768 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -884776.812500 Penalty: 2899.300049
	Iteration 24Q: 3 clusters Score -884776.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -884781.875000 Penalty: 2899.300049
	Iteration 25Q: 3 clusters Score -884781.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -884787.125000 Penalty: 2899.300049
	Iteration 26Q: 3 clusters Score -884787.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -884797.687500 Penalty: 2899.300049
	Iteration 27Q: 3 clusters Score -884797.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -884808.375000 Penalty: 2899.300049
	Iteration 28Q: 3 clusters Score -884808.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -884826.500000 Penalty: 2899.300049
	Iteration 29Q: 3 clusters Score -884826.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -884841.937500 Penalty: 2899.300049
	Iteration 30Q: 3 clusters Score -884841.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -884857.312500 Penalty: 2899.300049
	Iteration 31Q: 3 clusters Score -884857.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -884870.562500 Penalty: 2899.300049
	Iteration 32Q: 3 clusters Score -884870.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -884882.000000 Penalty: 2899.300049
	Iteration 33Q: 3 clusters Score -884882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -884890.937500 Penalty: 2899.300049
	Iteration 34Q: 3 clusters Score -884890.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -884897.500000 Penalty: 2899.300049
	Iteration 35Q: 3 clusters Score -884897.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -884905.062500 Penalty: 2899.300049
	Iteration 36Q: 3 clusters Score -884905.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -884906.562500 Penalty: 2899.300049
	Iteration 37Q: 3 clusters Score -884906.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -884908.500000 Penalty: 2899.300049
	Iteration 38Q: 3 clusters Score -884908.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -884911.125000 Penalty: 2899.300049
	Iteration 39Q: 3 clusters Score -884911.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -884919.625000 Penalty: 2899.300049
	Iteration 40F: 3 clusters Score -884919.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -884925.750000 Penalty: 2899.300049
	Iteration 41Q: 3 clusters Score -884925.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -884929.500000 Penalty: 2899.300049
	Iteration 42Q: 3 clusters Score -884929.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -884932.375000 Penalty: 2899.300049
	Iteration 43Q: 3 clusters Score -884932.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -884938.500000 Penalty: 2899.300049
	Iteration 44Q: 3 clusters Score -884938.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -884939.500000 Penalty: 2899.300049
	Iteration 45Q: 3 clusters Score -884939.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -884944.000000 Penalty: 2899.300049
	Iteration 46Q: 3 clusters Score -884944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -884954.125000 Penalty: 2899.300049
	Iteration 47Q: 3 clusters Score -884954.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -884960.187500 Penalty: 2899.300049
	Iteration 48Q: 3 clusters Score -884960.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -884961.562500 Penalty: 2899.300049
	Iteration 49Q: 3 clusters Score -884961.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -884965.062500 Penalty: 2899.300049
	Iteration 50Q: 3 clusters Score -884965.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -884968.812500 Penalty: 2899.300049
	Iteration 51Q: 3 clusters Score -884968.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -884974.125000 Penalty: 2899.300049
	Iteration 52Q: 3 clusters Score -884974.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -884978.062500 Penalty: 2899.300049
	Iteration 53Q: 3 clusters Score -884978.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -884980.500000 Penalty: 2899.300049
	Iteration 54Q: 3 clusters Score -884980.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -884982.375000 Penalty: 2899.300049
	Iteration 55Q: 3 clusters Score -884982.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -884989.375000 Penalty: 2899.300049
	Iteration 56Q: 3 clusters Score -884989.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -884990.062500 Penalty: 2899.300049
	Iteration 57Q: 3 clusters Score -884990.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -884992.437500 Penalty: 2899.300049
	Iteration 58Q: 3 clusters Score -884992.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -884993.312500 Penalty: 2899.300049
	Iteration 59Q: 3 clusters Score -884993.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -884995.250000 Penalty: 2899.300049
	Iteration 60F: 3 clusters Score -884995.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -884995.687500 Penalty: 2899.300049
	Iteration 61Q: 3 clusters Score -884995.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -884996.187500 Penalty: 2899.300049
	Iteration 62Q: 3 clusters Score -884996.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -884996.187500 Penalty: 2899.300049
	Iteration 63F: 3 clusters Score -884996.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Entering Unmasked Estep 
Score: -1232200.250000 Penalty: 1495.816772
	Iteration 0F: 2 clusters Score -1232200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1225052.000000 Penalty: 2991.633545
	Iteration 0F: 3 clusters Score -1225052 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1227580.500000 Penalty: 2991.633545
	Iteration 1F: 3 clusters Score -1227580 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1227869.500000 Penalty: 2991.633545
	Iteration 2F: 3 clusters Score -1227870 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1228097.125000 Penalty: 2991.633545
	Iteration 3F: 3 clusters Score -1228097 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1228313.375000 Penalty: 2991.633545
	Iteration 4Q: 3 clusters Score -1228313 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1228532.375000 Penalty: 2991.633545
	Iteration 5Q: 3 clusters Score -1228532 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1228719.625000 Penalty: 2991.633545
	Iteration 6Q: 3 clusters Score -1228720 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1228879.875000 Penalty: 2991.633545
	Iteration 7Q: 3 clusters Score -1228880 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1229047.000000 Penalty: 2991.633545
	Iteration 8Q: 3 clusters Score -1229047 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1229221.875000 Penalty: 2991.633545
	Iteration 9Q: 3 clusters Score -1229222 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1229434.375000 Penalty: 2991.633545
	Iteration 10Q: 3 clusters Score -1229434 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1229685.000000 Penalty: 2991.633545
	Iteration 11Q: 3 clusters Score -1229685 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1229920.000000 Penalty: 2991.633545
	Iteration 12Q: 3 clusters Score -1229920 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1230109.875000 Penalty: 2991.633545
	Iteration 13Q: 3 clusters Score -1230110 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1230219.250000 Penalty: 2991.633545
	Iteration 14Q: 3 clusters Score -1230219 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1230291.625000 Penalty: 2991.633545
	Iteration 15Q: 3 clusters Score -1230292 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1230336.250000 Penalty: 2991.633545
	Iteration 16Q: 3 clusters Score -1230336 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1230361.375000 Penalty: 2991.633545
	Iteration 17Q: 3 clusters Score -1230361 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1230383.625000 Penalty: 2991.633545
	Iteration 18Q: 3 clusters Score -1230384 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1230405.500000 Penalty: 2991.633545
	Iteration 19Q: 3 clusters Score -1230406 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1230416.875000 Penalty: 2991.633545
	Iteration 20F: 3 clusters Score -1230417 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1230422.875000 Penalty: 2991.633545
	Iteration 21Q: 3 clusters Score -1230423 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1230432.750000 Penalty: 2991.633545
	Iteration 22Q: 3 clusters Score -1230433 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1230437.375000 Penalty: 2991.633545
	Iteration 23Q: 3 clusters Score -1230437 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1230442.375000 Penalty: 2991.633545
	Iteration 24Q: 3 clusters Score -1230442 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1230452.750000 Penalty: 2991.633545
	Iteration 25Q: 3 clusters Score -1230453 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1230456.750000 Penalty: 2991.633545
	Iteration 26Q: 3 clusters Score -1230457 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1230458.250000 Penalty: 2991.633545
	Iteration 27Q: 3 clusters Score -1230458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1230464.500000 Penalty: 2991.633545
	Iteration 28Q: 3 clusters Score -1230464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1230467.375000 Penalty: 2991.633545
	Iteration 29Q: 3 clusters Score -1230467 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1230474.875000 Penalty: 2991.633545
	Iteration 30Q: 3 clusters Score -1230475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1230477.875000 Penalty: 2991.633545
	Iteration 31Q: 3 clusters Score -1230478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1230482.875000 Penalty: 2991.633545
	Iteration 32Q: 3 clusters Score -1230483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1230482.500000 Penalty: 2991.633545
	Iteration 33Q: 3 clusters Score -1230482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1230485.250000 Penalty: 2991.633545
	Iteration 34Q: 3 clusters Score -1230485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1230487.375000 Penalty: 2991.633545
	Iteration 35Q: 3 clusters Score -1230487 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1230492.000000 Penalty: 2991.633545
	Iteration 36Q: 3 clusters Score -1230492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1230496.500000 Penalty: 2991.633545
	Iteration 37Q: 3 clusters Score -1230496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1230498.250000 Penalty: 2991.633545
	Iteration 38Q: 3 clusters Score -1230498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1230498.500000 Penalty: 2991.633545
	Iteration 39Q: 3 clusters Score -1230498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1230500.250000 Penalty: 2991.633545
	Iteration 40F: 3 clusters Score -1230500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1230501.375000 Penalty: 2991.633545
	Iteration 41Q: 3 clusters Score -1230501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1230504.250000 Penalty: 2991.633545
	Iteration 42Q: 3 clusters Score -1230504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1230505.875000 Penalty: 2991.633545
	Iteration 43Q: 3 clusters Score -1230506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1230507.375000 Penalty: 2991.633545
	Iteration 44Q: 3 clusters Score -1230507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1230507.000000 Penalty: 2991.633545
	Iteration 45Q: 3 clusters Score -1230507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1230508.125000 Penalty: 2991.633545
	Iteration 46Q: 3 clusters Score -1230508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1230511.625000 Penalty: 2991.633545
	Iteration 47Q: 3 clusters Score -1230512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1230510.125000 Penalty: 2991.633545
	Iteration 48Q: 3 clusters Score -1230510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1230511.250000 Penalty: 2991.633545
	Iteration 49Q: 3 clusters Score -1230511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1230512.875000 Penalty: 2991.633545
	Iteration 50Q: 3 clusters Score -1230513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1230512.875000 Penalty: 2991.633545
	Iteration 51F: 3 clusters Score -1230513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Entering Unmasked Estep 
Score: -1819344.500000 Penalty: 1558.231812
	Iteration 0F: 2 clusters Score -1819344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1809260.500000 Penalty: 3116.463623
	Iteration 0F: 3 clusters Score -1809260 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1812773.250000 Penalty: 3116.463623
	Iteration 1F: 3 clusters Score -1812773 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1813382.625000 Penalty: 3116.463623
	Iteration 2F: 3 clusters Score -1813383 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1814175.750000 Penalty: 3116.463623
	Iteration 3F: 3 clusters Score -1814176 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1814819.000000 Penalty: 3116.463623
	Iteration 4F: 3 clusters Score -1814819 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1815370.250000 Penalty: 3116.463623
	Iteration 5F: 3 clusters Score -1815370 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1815802.750000 Penalty: 3116.463623
	Iteration 6F: 3 clusters Score -1815803 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1816176.375000 Penalty: 3116.463623
	Iteration 7Q: 3 clusters Score -1816176 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1816511.000000 Penalty: 3116.463623
	Iteration 8Q: 3 clusters Score -1816511 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1816816.875000 Penalty: 3116.463623
	Iteration 9Q: 3 clusters Score -1816817 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1817035.250000 Penalty: 3116.463623
	Iteration 10Q: 3 clusters Score -1817035 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1817201.875000 Penalty: 3116.463623
	Iteration 11Q: 3 clusters Score -1817202 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1817325.375000 Penalty: 3116.463623
	Iteration 12Q: 3 clusters Score -1817325 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1817423.500000 Penalty: 3116.463623
	Iteration 13Q: 3 clusters Score -1817424 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1817491.750000 Penalty: 3116.463623
	Iteration 14Q: 3 clusters Score -1817492 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1817565.625000 Penalty: 3116.463623
	Iteration 15Q: 3 clusters Score -1817566 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1817632.750000 Penalty: 3116.463623
	Iteration 16Q: 3 clusters Score -1817633 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1817674.625000 Penalty: 3116.463623
	Iteration 17Q: 3 clusters Score -1817675 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1817712.875000 Penalty: 3116.463623
	Iteration 18Q: 3 clusters Score -1817713 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1817727.375000 Penalty: 3116.463623
	Iteration 19Q: 3 clusters Score -1817727 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1817744.000000 Penalty: 3116.463623
	Iteration 20F: 3 clusters Score -1817744 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1817756.000000 Penalty: 3116.463623
	Iteration 21Q: 3 clusters Score -1817756 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1817766.125000 Penalty: 3116.463623
	Iteration 22Q: 3 clusters Score -1817766 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1817767.375000 Penalty: 3116.463623
	Iteration 23Q: 3 clusters Score -1817767 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1817777.125000 Penalty: 3116.463623
	Iteration 24Q: 3 clusters Score -1817777 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1817779.625000 Penalty: 3116.463623
	Iteration 25Q: 3 clusters Score -1817780 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1817790.125000 Penalty: 3116.463623
	Iteration 26Q: 3 clusters Score -1817790 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1817800.375000 Penalty: 3116.463623
	Iteration 27Q: 3 clusters Score -1817800 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1817809.125000 Penalty: 3116.463623
	Iteration 28Q: 3 clusters Score -1817809 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1817823.125000 Penalty: 3116.463623
	Iteration 29Q: 3 clusters Score -1817823 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1817829.625000 Penalty: 3116.463623
	Iteration 30Q: 3 clusters Score -1817830 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1817837.250000 Penalty: 3116.463623
	Iteration 31Q: 3 clusters Score -1817837 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1817845.250000 Penalty: 3116.463623
	Iteration 32Q: 3 clusters Score -1817845 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1817851.375000 Penalty: 3116.463623
	Iteration 33Q: 3 clusters Score -1817851 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1817861.250000 Penalty: 3116.463623
	Iteration 34Q: 3 clusters Score -1817861 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1817869.000000 Penalty: 3116.463623
	Iteration 35Q: 3 clusters Score -1817869 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1817880.000000 Penalty: 3116.463623
	Iteration 36Q: 3 clusters Score -1817880 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1817885.250000 Penalty: 3116.463623
	Iteration 37Q: 3 clusters Score -1817885 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1817890.750000 Penalty: 3116.463623
	Iteration 38Q: 3 clusters Score -1817891 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1817893.250000 Penalty: 3116.463623
	Iteration 39Q: 3 clusters Score -1817893 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1817899.875000 Penalty: 3116.463623
	Iteration 40F: 3 clusters Score -1817900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1817904.000000 Penalty: 3116.463623
	Iteration 41Q: 3 clusters Score -1817904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1817903.500000 Penalty: 3116.463623
	Iteration 42Q: 3 clusters Score -1817904 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1817905.750000 Penalty: 3116.463623
	Iteration 43Q: 3 clusters Score -1817906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1817914.000000 Penalty: 3116.463623
	Iteration 44Q: 3 clusters Score -1817914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1817915.500000 Penalty: 3116.463623
	Iteration 45Q: 3 clusters Score -1817916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1817914.750000 Penalty: 3116.463623
	Iteration 46Q: 3 clusters Score -1817915 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1817919.000000 Penalty: 3116.463623
	Iteration 47Q: 3 clusters Score -1817919 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1817919.250000 Penalty: 3116.463623
	Iteration 48Q: 3 clusters Score -1817919 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1817928.375000 Penalty: 3116.463623
	Iteration 49Q: 3 clusters Score -1817928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1817934.750000 Penalty: 3116.463623
	Iteration 50Q: 3 clusters Score -1817935 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1817935.000000 Penalty: 3116.463623
	Iteration 51Q: 3 clusters Score -1817935 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1817938.375000 Penalty: 3116.463623
	Iteration 52Q: 3 clusters Score -1817938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1817940.500000 Penalty: 3116.463623
	Iteration 53Q: 3 clusters Score -1817940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1817941.250000 Penalty: 3116.463623
	Iteration 54Q: 3 clusters Score -1817941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1817947.125000 Penalty: 3116.463623
	Iteration 55Q: 3 clusters Score -1817947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1817944.000000 Penalty: 3116.463623
	Iteration 56Q: 3 clusters Score -1817944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1817943.000000 Penalty: 3116.463623
	Iteration 57Q: 3 clusters Score -1817943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1817949.375000 Penalty: 3116.463623
	Iteration 58Q: 3 clusters Score -1817949 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1817956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1817961 nChanged 20
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Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1817961 nChanged 19
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Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1817966 nChanged 26
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Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1817970 nChanged 31
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Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1817970 nChanged 45
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Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1817972 nChanged 33
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Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1817979 nChanged 37
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Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1817988 nChanged 33
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Mstep: Class 1 contains 5930 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1817984 nChanged 41
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Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6001 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1817995 nChanged 26
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Mstep: Class 1 contains 6027 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6050 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6067 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1818008 nChanged 18
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Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1818006 nChanged 21
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Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1818017 nChanged 42
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Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1818023 nChanged 41
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Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1818029 nChanged 40
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Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1818037 nChanged 46
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Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1818038 nChanged 56
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Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1818055 nChanged 56
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Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6540 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1818078 nChanged 42
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Mstep: Class 1 contains 6580 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1818079 nChanged 32
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Mstep: Class 1 contains 6612 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6647 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6693 members 
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Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6801 members 
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Mstep: Class 1 contains 6842 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6878 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6912 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6952 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1818123 nChanged 40
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Mstep: Class 1 contains 6992 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1818134 nChanged 41
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Mstep: Class 1 contains 7033 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1818139 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1818136 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1818148 nChanged 47
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Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1818154 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1818164 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1818168 nChanged 43
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Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1818177 nChanged 47
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Mstep: Class 1 contains 7350 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1818179 nChanged 43
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Mstep: Class 1 contains 7391 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1818181 nChanged 54
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Mstep: Class 1 contains 7441 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1818192 nChanged 53
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Mstep: Class 1 contains 7492 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1818202 nChanged 55
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Mstep: Class 1 contains 7541 members 
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	Iteration 109Q: 3 clusters Score -1818210 nChanged 46
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Mstep: Class 1 contains 7585 members 
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	Iteration 110Q: 3 clusters Score -1818220 nChanged 45
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Mstep: Class 1 contains 7628 members 
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	Iteration 111Q: 3 clusters Score -1818224 nChanged 48
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Mstep: Class 1 contains 7676 members 
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	Iteration 112Q: 3 clusters Score -1818235 nChanged 54
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Mstep: Class 1 contains 7730 members 
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	Iteration 113Q: 3 clusters Score -1818244 nChanged 44
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Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 6831 members 
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	Iteration 114Q: 3 clusters Score -1818248 nChanged 44
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Mstep: Class 1 contains 7818 members 
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	Iteration 115Q: 3 clusters Score -1818255 nChanged 51
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Mstep: Class 1 contains 7867 members 
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	Iteration 116Q: 3 clusters Score -1818262 nChanged 46
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Mstep: Class 1 contains 7913 members 
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	Iteration 117Q: 3 clusters Score -1818269 nChanged 46
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Mstep: Class 1 contains 7959 members 
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	Iteration 118Q: 3 clusters Score -1818284 nChanged 38
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Mstep: Class 1 contains 7997 members 
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	Iteration 119Q: 3 clusters Score -1818285 nChanged 30
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Mstep: Class 1 contains 8027 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1818279 nChanged 23
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Mstep: Class 1 contains 8050 members 
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	Iteration 121Q: 3 clusters Score -1818285 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 6531 members 
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	Iteration 122Q: 3 clusters Score -1818284 nChanged 34
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Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 6497 members 
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	Iteration 123Q: 3 clusters Score -1818288 nChanged 26
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Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1818290 nChanged 24
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Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 6447 members 
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	Iteration 125Q: 3 clusters Score -1818295 nChanged 22
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Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 6425 members 
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	Iteration 126Q: 3 clusters Score -1818297 nChanged 19
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Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 6406 members 
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	Iteration 127Q: 3 clusters Score -1818300 nChanged 18
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Mstep: Class 1 contains 8217 members 
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	Iteration 128Q: 3 clusters Score -1818301 nChanged 13
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Mstep: Class 1 contains 8230 members 
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	Iteration 129Q: 3 clusters Score -1818302 nChanged 19
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Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 6356 members 
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	Iteration 130Q: 3 clusters Score -1818300 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8268 members 
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	Iteration 131Q: 3 clusters Score -1818305 nChanged 23
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Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 6314 members 
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	Iteration 132Q: 3 clusters Score -1818307 nChanged 32
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Mstep: Class 1 contains 8323 members 
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	Iteration 133Q: 3 clusters Score -1818311 nChanged 35
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Mstep: Class 1 contains 8358 members 
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	Iteration 134Q: 3 clusters Score -1818311 nChanged 37
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Mstep: Class 1 contains 8395 members 
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	Iteration 135Q: 3 clusters Score -1818316 nChanged 39
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Mstep: Class 1 contains 8434 members 
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	Iteration 136Q: 3 clusters Score -1818324 nChanged 35
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Mstep: Class 1 contains 8469 members 
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	Iteration 137Q: 3 clusters Score -1818326 nChanged 35
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	Iteration 138Q: 3 clusters Score -1818330 nChanged 37
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Mstep: Class 1 contains 8539 members 
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	Iteration 139Q: 3 clusters Score -1818339 nChanged 36
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Mstep: Class 1 contains 8575 members 
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	Iteration 140F: 3 clusters Score -1818347 nChanged 46
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Mstep: Class 1 contains 8621 members 
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	Iteration 141Q: 3 clusters Score -1818360 nChanged 47
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Mstep: Class 1 contains 8668 members 
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	Iteration 142Q: 3 clusters Score -1818361 nChanged 54
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Mstep: Class 1 contains 8722 members 
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	Iteration 143Q: 3 clusters Score -1818369 nChanged 44
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Mstep: Class 1 contains 8766 members 
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	Iteration 144Q: 3 clusters Score -1818373 nChanged 49
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Mstep: Class 1 contains 8815 members 
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	Iteration 145Q: 3 clusters Score -1818383 nChanged 40
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	Iteration 146Q: 3 clusters Score -1818386 nChanged 50
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Mstep: Class 1 contains 8905 members 
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	Iteration 147Q: 3 clusters Score -1818395 nChanged 55
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Mstep: Class 1 contains 8958 members 
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	Iteration 148Q: 3 clusters Score -1818402 nChanged 40
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Mstep: Class 1 contains 8998 members 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1818406 nChanged 41
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Mstep: Class 1 contains 9037 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1818410 nChanged 43
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Mstep: Class 1 contains 9080 members 
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	Iteration 151Q: 3 clusters Score -1818417 nChanged 37
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 5453 members 
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Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 5405 members 
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Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 5357 members 
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Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 5319 members 
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Mstep: Class 1 contains 9324 members 
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Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9400 members 
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Mstep: Class 1 contains 9440 members 
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Mstep: Class 1 contains 9480 members 
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Mstep: Class 1 contains 9526 members 
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Mstep: Class 1 contains 9583 members 
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Mstep: Class 1 contains 9640 members 
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Mstep: Class 1 contains 9681 members 
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Mstep: Class 1 contains 9735 members 
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Mstep: Class 1 contains 9780 members 
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Mstep: Class 1 contains 9828 members 
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Mstep: Class 1 contains 9867 members 
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Mstep: Class 1 contains 9895 members 
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Mstep: Class 1 contains 9925 members 
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Mstep: Class 1 contains 9956 members 
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Mstep: Class 1 contains 9980 members 
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Mstep: Class 1 contains 10002 members 
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Mstep: Class 1 contains 10024 members 
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Mstep: Class 1 contains 10045 members 
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Mstep: Class 1 contains 10063 members 
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Mstep: Class 1 contains 10079 members 
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Mstep: Class 1 contains 10099 members 
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Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 4490 members 
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Mstep: Class 1 contains 10130 members 
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Mstep: Class 1 contains 10153 members 
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Mstep: Class 1 contains 10170 members 
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Mstep: Class 1 contains 10186 members 
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Mstep: Class 1 contains 10198 members 
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Mstep: Class 1 contains 10213 members 
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Mstep: Class 1 contains 10225 members 
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Mstep: Class 1 contains 10238 members 
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Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 4351 members 
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Mstep: Class 1 contains 10267 members 
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Mstep: Class 1 contains 10279 members 
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Mstep: Class 1 contains 10289 members 
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Mstep: Class 1 contains 10294 members 
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Mstep: Class 1 contains 10302 members 
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Mstep: Class 1 contains 10311 members 
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Mstep: Class 1 contains 10324 members 
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Mstep: Class 1 contains 10335 members 
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Mstep: Class 1 contains 10343 members 
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	Iteration 198Q: 3 clusters Score -1818603 nChanged 7
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Mstep: Class 1 contains 10350 members 
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	Iteration 199Q: 3 clusters Score -1818603 nChanged 6
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Mstep: Class 1 contains 10356 members 
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	Iteration 200F: 3 clusters Score -1818607 nChanged 8
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Mstep: Class 1 contains 10364 members 
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	Iteration 201Q: 3 clusters Score -1818607 nChanged 11
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Mstep: Class 1 contains 10375 members 
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Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 4218 members 
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	Iteration 203Q: 3 clusters Score -1818610 nChanged 19
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Mstep: Class 1 contains 10406 members 
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	Iteration 204Q: 3 clusters Score -1818608 nChanged 11
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Mstep: Class 1 contains 10417 members 
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Mstep: Class 1 contains 10431 members 
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	Iteration 206Q: 3 clusters Score -1818610 nChanged 10
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Mstep: Class 1 contains 10441 members 
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	Iteration 207Q: 3 clusters Score -1818612 nChanged 9
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Mstep: Class 1 contains 10450 members 
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	Iteration 208Q: 3 clusters Score -1818616 nChanged 12
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Mstep: Class 1 contains 10462 members 
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	Iteration 209Q: 3 clusters Score -1818616 nChanged 15
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Mstep: Class 1 contains 10477 members 
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	Iteration 210Q: 3 clusters Score -1818621 nChanged 11
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Mstep: Class 1 contains 10488 members 
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	Iteration 211Q: 3 clusters Score -1818622 nChanged 9
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Mstep: Class 1 contains 10497 members 
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	Iteration 212Q: 3 clusters Score -1818621 nChanged 7
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Mstep: Class 1 contains 10502 members 
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	Iteration 213Q: 3 clusters Score -1818622 nChanged 13
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Mstep: Class 1 contains 10515 members 
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	Iteration 214Q: 3 clusters Score -1818622 nChanged 10
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Mstep: Class 1 contains 10525 members 
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	Iteration 215Q: 3 clusters Score -1818625 nChanged 10
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Mstep: Class 1 contains 10535 members 
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	Iteration 216Q: 3 clusters Score -1818626 nChanged 9
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Mstep: Class 1 contains 10544 members 
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	Iteration 217Q: 3 clusters Score -1818628 nChanged 7
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Mstep: Class 1 contains 10551 members 
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	Iteration 218Q: 3 clusters Score -1818625 nChanged 8
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Mstep: Class 1 contains 10559 members 
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	Iteration 219Q: 3 clusters Score -1818626 nChanged 11
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Mstep: Class 1 contains 10570 members 
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	Iteration 220F: 3 clusters Score -1818627 nChanged 8
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	Iteration 221Q: 3 clusters Score -1818630 nChanged 12
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Mstep: Class 1 contains 10590 members 
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	Iteration 222Q: 3 clusters Score -1818634 nChanged 9
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Mstep: Class 1 contains 10597 members 
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	Iteration 223Q: 3 clusters Score -1818635 nChanged 10
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	Iteration 224Q: 3 clusters Score -1818634 nChanged 5
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Mstep: Class 1 contains 10612 members 
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	Iteration 225Q: 3 clusters Score -1818632 nChanged 7
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Mstep: Class 1 contains 10619 members 
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	Iteration 226Q: 3 clusters Score -1818632 nChanged 9
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	Iteration 229Q: 3 clusters Score -1818636 nChanged 1
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	Iteration 232Q: 3 clusters Score -1818635 nChanged 3
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	Iteration 233Q: 3 clusters Score -1818637 nChanged 5
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	Iteration 236Q: 3 clusters Score -1818637 nChanged 7
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	Iteration 237Q: 3 clusters Score -1818638 nChanged 11
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	Iteration 238Q: 3 clusters Score -1818638 nChanged 12
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	Iteration 240F: 3 clusters Score -1818646 nChanged 10
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	Iteration 241Q: 3 clusters Score -1818645 nChanged 13
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	Iteration 242Q: 3 clusters Score -1818646 nChanged 17
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	Iteration 243Q: 3 clusters Score -1818649 nChanged 10
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	Iteration 244Q: 3 clusters Score -1818651 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1818651.500000 Penalty: 3116.463623
	Iteration 245Q: 3 clusters Score -1818652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1818654.000000 Penalty: 3116.463623
	Iteration 246Q: 3 clusters Score -1818654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1818656.500000 Penalty: 3116.463623
	Iteration 247Q: 3 clusters Score -1818656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1818659.000000 Penalty: 3116.463623
	Iteration 248Q: 3 clusters Score -1818659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1818659.875000 Penalty: 3116.463623
	Iteration 249Q: 3 clusters Score -1818660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1818661.375000 Penalty: 3116.463623
	Iteration 250Q: 3 clusters Score -1818661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1818658.000000 Penalty: 3116.463623
	Iteration 251Q: 3 clusters Score -1818658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1818659.375000 Penalty: 3116.463623
	Iteration 252Q: 3 clusters Score -1818659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1818662.250000 Penalty: 3116.463623
	Iteration 253Q: 3 clusters Score -1818662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1818661.250000 Penalty: 3116.463623
	Iteration 254Q: 3 clusters Score -1818661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1818660.125000 Penalty: 3116.463623
	Iteration 255Q: 3 clusters Score -1818660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1818659.875000 Penalty: 3116.463623
	Iteration 256Q: 3 clusters Score -1818660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1818662.750000 Penalty: 3116.463623
	Iteration 257Q: 3 clusters Score -1818663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1818663.500000 Penalty: 3116.463623
	Iteration 258Q: 3 clusters Score -1818664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1818663.250000 Penalty: 3116.463623
	Iteration 259Q: 3 clusters Score -1818663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1818663.750000 Penalty: 3116.463623
	Iteration 260F: 3 clusters Score -1818664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1818666.000000 Penalty: 3116.463623
	Iteration 261Q: 3 clusters Score -1818666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1818664.750000 Penalty: 3116.463623
	Iteration 262Q: 3 clusters Score -1818665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1818660.500000 Penalty: 3116.463623
	Iteration 263Q: 3 clusters Score -1818660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1818662.625000 Penalty: 3116.463623
	Iteration 264Q: 3 clusters Score -1818663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1818662.250000 Penalty: 3116.463623
	Iteration 265Q: 3 clusters Score -1818662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1818663.125000 Penalty: 3116.463623
	Iteration 266Q: 3 clusters Score -1818663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1818661.250000 Penalty: 3116.463623
	Iteration 267Q: 3 clusters Score -1818661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1818661.250000 Penalty: 3116.463623
	Iteration 268F: 3 clusters Score -1818661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Entering Unmasked Estep 
Score: -824064.875000 Penalty: 1428.912598
	Iteration 0F: 2 clusters Score -824064.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -819157.750000 Penalty: 2857.825195
	Iteration 0F: 3 clusters Score -819157.8 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -821072.125000 Penalty: 2857.825195
	Iteration 1F: 3 clusters Score -821072.1 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -821628.250000 Penalty: 2857.825195
	Iteration 2F: 3 clusters Score -821628.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -822148.812500 Penalty: 2857.825195
	Iteration 3F: 3 clusters Score -822148.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -822621.687500 Penalty: 2857.825195
	Iteration 4F: 3 clusters Score -822621.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -822957.625000 Penalty: 2857.825195
	Iteration 5F: 3 clusters Score -822957.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -823184.062500 Penalty: 2857.825195
	Iteration 6Q: 3 clusters Score -823184.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -823330.187500 Penalty: 2857.825195
	Iteration 7Q: 3 clusters Score -823330.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -823424.875000 Penalty: 2857.825195
	Iteration 8Q: 3 clusters Score -823424.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -823497.750000 Penalty: 2857.825195
	Iteration 9Q: 3 clusters Score -823497.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -823540.687500 Penalty: 2857.825195
	Iteration 10Q: 3 clusters Score -823540.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -823567.562500 Penalty: 2857.825195
	Iteration 11Q: 3 clusters Score -823567.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -823592.187500 Penalty: 2857.825195
	Iteration 12Q: 3 clusters Score -823592.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -823612.375000 Penalty: 2857.825195
	Iteration 13Q: 3 clusters Score -823612.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -823628.812500 Penalty: 2857.825195
	Iteration 14Q: 3 clusters Score -823628.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -823645.125000 Penalty: 2857.825195
	Iteration 15Q: 3 clusters Score -823645.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -823664.437500 Penalty: 2857.825195
	Iteration 16Q: 3 clusters Score -823664.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -823682.312500 Penalty: 2857.825195
	Iteration 17Q: 3 clusters Score -823682.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -823694.000000 Penalty: 2857.825195
	Iteration 18Q: 3 clusters Score -823694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -823701.062500 Penalty: 2857.825195
	Iteration 19Q: 3 clusters Score -823701.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -823706.375000 Penalty: 2857.825195
	Iteration 20F: 3 clusters Score -823706.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -823708.187500 Penalty: 2857.825195
	Iteration 21Q: 3 clusters Score -823708.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -823713.562500 Penalty: 2857.825195
	Iteration 22Q: 3 clusters Score -823713.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -823715.062500 Penalty: 2857.825195
	Iteration 23Q: 3 clusters Score -823715.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -823716.250000 Penalty: 2857.825195
	Iteration 24Q: 3 clusters Score -823716.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -823718.625000 Penalty: 2857.825195
	Iteration 25Q: 3 clusters Score -823718.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -823722.812500 Penalty: 2857.825195
	Iteration 26Q: 3 clusters Score -823722.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -823724.250000 Penalty: 2857.825195
	Iteration 27Q: 3 clusters Score -823724.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -823724.125000 Penalty: 2857.825195
	Iteration 28Q: 3 clusters Score -823724.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -823725.875000 Penalty: 2857.825195
	Iteration 29Q: 3 clusters Score -823725.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -823728.375000 Penalty: 2857.825195
	Iteration 30Q: 3 clusters Score -823728.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -823734.125000 Penalty: 2857.825195
	Iteration 31Q: 3 clusters Score -823734.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -823746.437500 Penalty: 2857.825195
	Iteration 32Q: 3 clusters Score -823746.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -823775.375000 Penalty: 2857.825195
	Iteration 33Q: 3 clusters Score -823775.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -823820.062500 Penalty: 2857.825195
	Iteration 34Q: 3 clusters Score -823820.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -823853.937500 Penalty: 2857.825195
	Iteration 35Q: 3 clusters Score -823853.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -823862.875000 Penalty: 2857.825195
	Iteration 36Q: 3 clusters Score -823862.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -823873.500000 Penalty: 2857.825195
	Iteration 37Q: 3 clusters Score -823873.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -823879.500000 Penalty: 2857.825195
	Iteration 38Q: 3 clusters Score -823879.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -823885.375000 Penalty: 2857.825195
	Iteration 39Q: 3 clusters Score -823885.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -823887.437500 Penalty: 2857.825195
	Iteration 40F: 3 clusters Score -823887.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -823890.562500 Penalty: 2857.825195
	Iteration 41Q: 3 clusters Score -823890.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -823891.062500 Penalty: 2857.825195
	Iteration 42Q: 3 clusters Score -823891.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -823893.000000 Penalty: 2857.825195
	Iteration 43Q: 3 clusters Score -823893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -823893.000000 Penalty: 2857.825195
	Iteration 44Q: 3 clusters Score -823893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -823893.000000 Penalty: 2857.825195
	Iteration 45F: 3 clusters Score -823893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Entering Unmasked Estep 
Score: -564313.187500 Penalty: 1382.246460
	Iteration 0F: 2 clusters Score -564313.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -560368.000000 Penalty: 2764.492920
	Iteration 0F: 3 clusters Score -560368 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -561897.500000 Penalty: 2764.492920
	Iteration 1F: 3 clusters Score -561897.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -562458.125000 Penalty: 2764.492920
	Iteration 2F: 3 clusters Score -562458.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -562895.000000 Penalty: 2764.492920
	Iteration 3F: 3 clusters Score -562895 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -563205.625000 Penalty: 2764.492920
	Iteration 4F: 3 clusters Score -563205.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -563484.625000 Penalty: 2764.492920
	Iteration 5F: 3 clusters Score -563484.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -563732.312500 Penalty: 2764.492920
	Iteration 6F: 3 clusters Score -563732.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -563921.062500 Penalty: 2764.492920
	Iteration 7Q: 3 clusters Score -563921.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -564034.187500 Penalty: 2764.492920
	Iteration 8Q: 3 clusters Score -564034.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -564094.500000 Penalty: 2764.492920
	Iteration 9Q: 3 clusters Score -564094.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -564132.437500 Penalty: 2764.492920
	Iteration 10Q: 3 clusters Score -564132.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -564158.562500 Penalty: 2764.492920
	Iteration 11Q: 3 clusters Score -564158.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -564186.125000 Penalty: 2764.492920
	Iteration 12Q: 3 clusters Score -564186.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -564211.812500 Penalty: 2764.492920
	Iteration 13Q: 3 clusters Score -564211.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -564234.125000 Penalty: 2764.492920
	Iteration 14Q: 3 clusters Score -564234.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -564252.250000 Penalty: 2764.492920
	Iteration 15Q: 3 clusters Score -564252.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -564268.687500 Penalty: 2764.492920
	Iteration 16Q: 3 clusters Score -564268.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -564278.312500 Penalty: 2764.492920
	Iteration 17Q: 3 clusters Score -564278.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -564282.125000 Penalty: 2764.492920
	Iteration 18Q: 3 clusters Score -564282.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -564289.000000 Penalty: 2764.492920
	Iteration 19Q: 3 clusters Score -564289 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -564296.875000 Penalty: 2764.492920
	Iteration 20F: 3 clusters Score -564296.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -564305.500000 Penalty: 2764.492920
	Iteration 21Q: 3 clusters Score -564305.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -564311.562500 Penalty: 2764.492920
	Iteration 22Q: 3 clusters Score -564311.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -564318.875000 Penalty: 2764.492920
	Iteration 23Q: 3 clusters Score -564318.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -564327.062500 Penalty: 2764.492920
	Iteration 24Q: 3 clusters Score -564327.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -564341.562500 Penalty: 2764.492920
	Iteration 25Q: 3 clusters Score -564341.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -564359.812500 Penalty: 2764.492920
	Iteration 26Q: 3 clusters Score -564359.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -564392.687500 Penalty: 2764.492920
	Iteration 27Q: 3 clusters Score -564392.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -564427.312500 Penalty: 2764.492920
	Iteration 28Q: 3 clusters Score -564427.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -564449.687500 Penalty: 2764.492920
	Iteration 29Q: 3 clusters Score -564449.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -564468.125000 Penalty: 2764.492920
	Iteration 30Q: 3 clusters Score -564468.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -564481.312500 Penalty: 2764.492920
	Iteration 31Q: 3 clusters Score -564481.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -564492.250000 Penalty: 2764.492920
	Iteration 32Q: 3 clusters Score -564492.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -564502.187500 Penalty: 2764.492920
	Iteration 33Q: 3 clusters Score -564502.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -564509.437500 Penalty: 2764.492920
	Iteration 34Q: 3 clusters Score -564509.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -564512.687500 Penalty: 2764.492920
	Iteration 35Q: 3 clusters Score -564512.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -564517.250000 Penalty: 2764.492920
	Iteration 36Q: 3 clusters Score -564517.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -564520.312500 Penalty: 2764.492920
	Iteration 37Q: 3 clusters Score -564520.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -564524.000000 Penalty: 2764.492920
	Iteration 38Q: 3 clusters Score -564524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -564526.875000 Penalty: 2764.492920
	Iteration 39Q: 3 clusters Score -564526.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -564528.250000 Penalty: 2764.492920
	Iteration 40F: 3 clusters Score -564528.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -564529.750000 Penalty: 2764.492920
	Iteration 41Q: 3 clusters Score -564529.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -564530.187500 Penalty: 2764.492920
	Iteration 42Q: 3 clusters Score -564530.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -564530.750000 Penalty: 2764.492920
	Iteration 43Q: 3 clusters Score -564530.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -564531.625000 Penalty: 2764.492920
	Iteration 44Q: 3 clusters Score -564531.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -564531.375000 Penalty: 2764.492920
	Iteration 45Q: 3 clusters Score -564531.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -564531.375000 Penalty: 2764.492920
	Iteration 46F: 3 clusters Score -564531.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 106003 members 
Mstep: Class 3 contains 371 members 
Mstep: Class 4 contains 1952 members 
Mstep: Class 5 contains 58586 members 
Mstep: Class 6 contains 28584 members 
Mstep: Class 7 contains 12263 members 
Mstep: Class 8 contains 15919 members 
Mstep: Class 9 contains 101669 members 
Mstep: Class 10 contains 5938 members 
Mstep: Class 11 contains 8225 members 
Mstep: Class 12 contains 660 members 
Mstep: Class 13 contains 101555 members 
Mstep: Class 14 contains 35084 members 
Mstep: Class 15 contains 106732 members 
Mstep: Class 16 contains 3475 members 
Mstep: Class 17 contains 7487 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 14605 members 
Mstep: Class 20 contains 6590 members 
Mstep: Class 21 contains 1796 members 
Mstep: Class 22 contains 14195 members 
Mstep: Class 23 contains 102340 members 
Mstep: Class 24 contains 48529 members 
Mstep: Class 25 contains 91103 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 1623 members 
Mstep: Class 28 contains 7656 members 
Mstep: Class 29 contains 6373 members 
Mstep: Class 30 contains 1704 members 
Mstep: Class 31 contains 9313 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 2537 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 3149 members 
Entering Unmasked Estep 
Score: -111759752.000000 Penalty: 78091.835938
Splitting cluster 21 changes total score from -111759000.000000 to -111759752.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 22 (14195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Entering Unmasked Estep 
Score: -1769794.875000 Penalty: 1553.604858
	Iteration 0F: 2 clusters Score -1769795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1759911.375000 Penalty: 3107.209717
	Iteration 0F: 3 clusters Score -1759911 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1763760.875000 Penalty: 3107.209717
	Iteration 1F: 3 clusters Score -1763761 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1764402.375000 Penalty: 3107.209717
	Iteration 2F: 3 clusters Score -1764402 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1765055.750000 Penalty: 3107.209717
	Iteration 3F: 3 clusters Score -1765056 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1765830.625000 Penalty: 3107.209717
	Iteration 4F: 3 clusters Score -1765831 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1766614.000000 Penalty: 3107.209717
	Iteration 5F: 3 clusters Score -1766614 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1767268.875000 Penalty: 3107.209717
	Iteration 6F: 3 clusters Score -1767269 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1767738.500000 Penalty: 3107.209717
	Iteration 7F: 3 clusters Score -1767738 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1768013.250000 Penalty: 3107.209717
	Iteration 8Q: 3 clusters Score -1768013 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1768163.500000 Penalty: 3107.209717
	Iteration 9Q: 3 clusters Score -1768164 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1768267.875000 Penalty: 3107.209717
	Iteration 10Q: 3 clusters Score -1768268 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1768344.625000 Penalty: 3107.209717
	Iteration 11Q: 3 clusters Score -1768345 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1768396.375000 Penalty: 3107.209717
	Iteration 12Q: 3 clusters Score -1768396 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1768443.750000 Penalty: 3107.209717
	Iteration 13Q: 3 clusters Score -1768444 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1768477.250000 Penalty: 3107.209717
	Iteration 14Q: 3 clusters Score -1768477 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1768504.000000 Penalty: 3107.209717
	Iteration 15Q: 3 clusters Score -1768504 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1768524.750000 Penalty: 3107.209717
	Iteration 16Q: 3 clusters Score -1768525 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1768547.125000 Penalty: 3107.209717
	Iteration 17Q: 3 clusters Score -1768547 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1768574.375000 Penalty: 3107.209717
	Iteration 18Q: 3 clusters Score -1768574 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1768587.875000 Penalty: 3107.209717
	Iteration 19Q: 3 clusters Score -1768588 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1768609.750000 Penalty: 3107.209717
	Iteration 20F: 3 clusters Score -1768610 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1768628.500000 Penalty: 3107.209717
	Iteration 21Q: 3 clusters Score -1768628 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1768653.750000 Penalty: 3107.209717
	Iteration 22Q: 3 clusters Score -1768654 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1768677.375000 Penalty: 3107.209717
	Iteration 23Q: 3 clusters Score -1768677 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1768696.250000 Penalty: 3107.209717
	Iteration 24Q: 3 clusters Score -1768696 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1768712.625000 Penalty: 3107.209717
	Iteration 25Q: 3 clusters Score -1768713 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1768735.625000 Penalty: 3107.209717
	Iteration 26Q: 3 clusters Score -1768736 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1768757.000000 Penalty: 3107.209717
	Iteration 27Q: 3 clusters Score -1768757 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1768776.250000 Penalty: 3107.209717
	Iteration 28Q: 3 clusters Score -1768776 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1768788.250000 Penalty: 3107.209717
	Iteration 29Q: 3 clusters Score -1768788 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1768809.750000 Penalty: 3107.209717
	Iteration 30Q: 3 clusters Score -1768810 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1768827.875000 Penalty: 3107.209717
	Iteration 31Q: 3 clusters Score -1768828 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1768851.000000 Penalty: 3107.209717
	Iteration 32Q: 3 clusters Score -1768851 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1768859.500000 Penalty: 3107.209717
	Iteration 33Q: 3 clusters Score -1768860 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1768876.250000 Penalty: 3107.209717
	Iteration 34Q: 3 clusters Score -1768876 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1768901.500000 Penalty: 3107.209717
	Iteration 35Q: 3 clusters Score -1768902 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1768920.000000 Penalty: 3107.209717
	Iteration 36Q: 3 clusters Score -1768920 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1768944.875000 Penalty: 3107.209717
	Iteration 37Q: 3 clusters Score -1768945 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1768954.125000 Penalty: 3107.209717
	Iteration 38Q: 3 clusters Score -1768954 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1768970.375000 Penalty: 3107.209717
	Iteration 39Q: 3 clusters Score -1768970 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1768980.875000 Penalty: 3107.209717
	Iteration 40F: 3 clusters Score -1768981 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1768991.125000 Penalty: 3107.209717
	Iteration 41Q: 3 clusters Score -1768991 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1769002.000000 Penalty: 3107.209717
	Iteration 42Q: 3 clusters Score -1769002 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1769012.375000 Penalty: 3107.209717
	Iteration 43Q: 3 clusters Score -1769012 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1769016.875000 Penalty: 3107.209717
	Iteration 44Q: 3 clusters Score -1769017 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1769024.875000 Penalty: 3107.209717
	Iteration 45Q: 3 clusters Score -1769025 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1769030.625000 Penalty: 3107.209717
	Iteration 46Q: 3 clusters Score -1769031 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1769040.625000 Penalty: 3107.209717
	Iteration 47Q: 3 clusters Score -1769041 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1769045.750000 Penalty: 3107.209717
	Iteration 48Q: 3 clusters Score -1769046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1769050.125000 Penalty: 3107.209717
	Iteration 49Q: 3 clusters Score -1769050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1769060.875000 Penalty: 3107.209717
	Iteration 50Q: 3 clusters Score -1769061 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1769066.625000 Penalty: 3107.209717
	Iteration 51Q: 3 clusters Score -1769067 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1769076.625000 Penalty: 3107.209717
	Iteration 52Q: 3 clusters Score -1769077 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1769077.625000 Penalty: 3107.209717
	Iteration 53Q: 3 clusters Score -1769078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1769086.625000 Penalty: 3107.209717
	Iteration 54Q: 3 clusters Score -1769087 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1769095.875000 Penalty: 3107.209717
	Iteration 55Q: 3 clusters Score -1769096 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1769101.750000 Penalty: 3107.209717
	Iteration 56Q: 3 clusters Score -1769102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1769109.000000 Penalty: 3107.209717
	Iteration 57Q: 3 clusters Score -1769109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1769106.000000 Penalty: 3107.209717
	Iteration 58Q: 3 clusters Score -1769106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1769112.875000 Penalty: 3107.209717
	Iteration 59Q: 3 clusters Score -1769113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1769115.750000 Penalty: 3107.209717
	Iteration 60F: 3 clusters Score -1769116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1769128.000000 Penalty: 3107.209717
	Iteration 61Q: 3 clusters Score -1769128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1769133.750000 Penalty: 3107.209717
	Iteration 62Q: 3 clusters Score -1769134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1769132.875000 Penalty: 3107.209717
	Iteration 63Q: 3 clusters Score -1769133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1769136.250000 Penalty: 3107.209717
	Iteration 64Q: 3 clusters Score -1769136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1769134.875000 Penalty: 3107.209717
	Iteration 65Q: 3 clusters Score -1769135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1769139.750000 Penalty: 3107.209717
	Iteration 66Q: 3 clusters Score -1769140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1769140.250000 Penalty: 3107.209717
	Iteration 67Q: 3 clusters Score -1769140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1769140.250000 Penalty: 3107.209717
	Iteration 68F: 3 clusters Score -1769140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (102340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102340 members 
Entering Unmasked Estep 
Score: -12933723.000000 Penalty: 1874.609009
	Iteration 0F: 2 clusters Score -1.293372e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51240 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -12869942.000000 Penalty: 3749.218018
	Iteration 0F: 3 clusters Score -1.286994e+07 nChanged 49123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 49897 members 
Entering Unmasked Estep 
Score: -12898490.000000 Penalty: 3749.218018
	Iteration 1F: 3 clusters Score -1.289849e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53453 members 
Mstep: Class 2 contains 48887 members 
Entering Unmasked Estep 
Score: -12899635.000000 Penalty: 3749.218018
	Iteration 2Q: 3 clusters Score -1.289964e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54955 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -12901146.000000 Penalty: 3749.218018
	Iteration 3Q: 3 clusters Score -1.290115e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57179 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -12902811.000000 Penalty: 3749.218018
	Iteration 4Q: 3 clusters Score -1.290281e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60021 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -12905333.000000 Penalty: 3749.218018
	Iteration 5Q: 3 clusters Score -1.290533e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63428 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -12907966.000000 Penalty: 3749.218018
	Iteration 6F: 3 clusters Score -1.290797e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67195 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -12911294.000000 Penalty: 3749.218018
	Iteration 7F: 3 clusters Score -1.291129e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71048 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -12914906.000000 Penalty: 3749.218018
	Iteration 8F: 3 clusters Score -1.291491e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74500 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -12918398.000000 Penalty: 3749.218018
	Iteration 9F: 3 clusters Score -1.29184e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77321 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -12921608.000000 Penalty: 3749.218018
	Iteration 10Q: 3 clusters Score -1.292161e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79656 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -12923698.000000 Penalty: 3749.218018
	Iteration 11Q: 3 clusters Score -1.29237e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81668 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -12925020.000000 Penalty: 3749.218018
	Iteration 12Q: 3 clusters Score -1.292502e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83518 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -12925862.000000 Penalty: 3749.218018
	Iteration 13Q: 3 clusters Score -1.292586e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85254 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -12926606.000000 Penalty: 3749.218018
	Iteration 14Q: 3 clusters Score -1.292661e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87010 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -12927391.000000 Penalty: 3749.218018
	Iteration 15Q: 3 clusters Score -1.292739e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88730 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -12928160.000000 Penalty: 3749.218018
	Iteration 16Q: 3 clusters Score -1.292816e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90409 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -12928966.000000 Penalty: 3749.218018
	Iteration 17Q: 3 clusters Score -1.292897e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91997 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -12929709.000000 Penalty: 3749.218018
	Iteration 18Q: 3 clusters Score -1.292971e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93463 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -12930374.000000 Penalty: 3749.218018
	Iteration 19Q: 3 clusters Score -1.293037e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94813 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -12930893.000000 Penalty: 3749.218018
	Iteration 20F: 3 clusters Score -1.293089e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96109 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -12931373.000000 Penalty: 3749.218018
	Iteration 21Q: 3 clusters Score -1.293137e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97276 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -12931664.000000 Penalty: 3749.218018
	Iteration 22Q: 3 clusters Score -1.293166e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98257 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -12931906.000000 Penalty: 3749.218018
	Iteration 23Q: 3 clusters Score -1.293191e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99095 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -12932027.000000 Penalty: 3749.218018
	Iteration 24Q: 3 clusters Score -1.293203e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99763 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -12932107.000000 Penalty: 3749.218018
	Iteration 25Q: 3 clusters Score -1.293211e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100263 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -12932261.000000 Penalty: 3749.218018
	Iteration 26Q: 3 clusters Score -1.293226e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100654 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -12932308.000000 Penalty: 3749.218018
	Iteration 27Q: 3 clusters Score -1.293231e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100936 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -12932270.000000 Penalty: 3749.218018
	Iteration 28Q: 3 clusters Score -1.293227e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101135 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -12932259.000000 Penalty: 3749.218018
	Iteration 29Q: 3 clusters Score -1.293226e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101297 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -12932255.000000 Penalty: 3749.218018
	Iteration 30Q: 3 clusters Score -1.293226e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101418 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -12932284.000000 Penalty: 3749.218018
	Iteration 31Q: 3 clusters Score -1.293228e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101513 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -12932311.000000 Penalty: 3749.218018
	Iteration 32Q: 3 clusters Score -1.293231e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101589 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -12932309.000000 Penalty: 3749.218018
	Iteration 33Q: 3 clusters Score -1.293231e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101651 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -12932340.000000 Penalty: 3749.218018
	Iteration 34Q: 3 clusters Score -1.293234e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101695 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -12932352.000000 Penalty: 3749.218018
	Iteration 35Q: 3 clusters Score -1.293235e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101728 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -12932362.000000 Penalty: 3749.218018
	Iteration 36Q: 3 clusters Score -1.293236e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101764 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -12932378.000000 Penalty: 3749.218018
	Iteration 37Q: 3 clusters Score -1.293238e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101789 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -12932383.000000 Penalty: 3749.218018
	Iteration 38Q: 3 clusters Score -1.293238e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101808 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -12932394.000000 Penalty: 3749.218018
	Iteration 39Q: 3 clusters Score -1.293239e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101815 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -12932390.000000 Penalty: 3749.218018
	Iteration 40F: 3 clusters Score -1.293239e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101824 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -12932391.000000 Penalty: 3749.218018
	Iteration 41Q: 3 clusters Score -1.293239e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101832 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -12932404.000000 Penalty: 3749.218018
	Iteration 42Q: 3 clusters Score -1.29324e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101842 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -12932403.000000 Penalty: 3749.218018
	Iteration 43Q: 3 clusters Score -1.29324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101846 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -12932411.000000 Penalty: 3749.218018
	Iteration 44Q: 3 clusters Score -1.293241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101854 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -12932412.000000 Penalty: 3749.218018
	Iteration 45Q: 3 clusters Score -1.293241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101862 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -12932403.000000 Penalty: 3749.218018
	Iteration 46Q: 3 clusters Score -1.29324e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101863 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -12932414.000000 Penalty: 3749.218018
	Iteration 47Q: 3 clusters Score -1.293241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101866 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -12932419.000000 Penalty: 3749.218018
	Iteration 48Q: 3 clusters Score -1.293242e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101871 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -12932428.000000 Penalty: 3749.218018
	Iteration 49Q: 3 clusters Score -1.293243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101879 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -12932427.000000 Penalty: 3749.218018
	Iteration 50Q: 3 clusters Score -1.293243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101884 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -12932430.000000 Penalty: 3749.218018
	Iteration 51Q: 3 clusters Score -1.293243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101887 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -12932427.000000 Penalty: 3749.218018
	Iteration 52Q: 3 clusters Score -1.293243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101887 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -12932429.000000 Penalty: 3749.218018
	Iteration 53Q: 3 clusters Score -1.293243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101885 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -12932438.000000 Penalty: 3749.218018
	Iteration 54Q: 3 clusters Score -1.293244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101885 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -12932438.000000 Penalty: 3749.218018
	Iteration 55F: 3 clusters Score -1.293244e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (48529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48529 members 
Entering Unmasked Estep 
Score: -6034164.500000 Penalty: 1753.361572
	Iteration 0F: 2 clusters Score -6034164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -6001663.500000 Penalty: 3506.723145
	Iteration 0F: 3 clusters Score -6001664 nChanged 22637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -6014403.000000 Penalty: 3506.723145
	Iteration 1F: 3 clusters Score -6014403 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -6014924.500000 Penalty: 3506.723145
	Iteration 2Q: 3 clusters Score -6014924 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -6015424.500000 Penalty: 3506.723145
	Iteration 3Q: 3 clusters Score -6015424 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -6015974.500000 Penalty: 3506.723145
	Iteration 4Q: 3 clusters Score -6015974 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -6016641.000000 Penalty: 3506.723145
	Iteration 5Q: 3 clusters Score -6016641 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -6017567.500000 Penalty: 3506.723145
	Iteration 6Q: 3 clusters Score -6017568 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -6018888.000000 Penalty: 3506.723145
	Iteration 7Q: 3 clusters Score -6018888 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -6020605.500000 Penalty: 3506.723145
	Iteration 8F: 3 clusters Score -6020606 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -6022787.500000 Penalty: 3506.723145
	Iteration 9F: 3 clusters Score -6022788 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -6024813.000000 Penalty: 3506.723145
	Iteration 10F: 3 clusters Score -6024813 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -6026145.500000 Penalty: 3506.723145
	Iteration 11F: 3 clusters Score -6026146 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -6026759.500000 Penalty: 3506.723145
	Iteration 12Q: 3 clusters Score -6026760 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -6027099.000000 Penalty: 3506.723145
	Iteration 13Q: 3 clusters Score -6027099 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -6027349.500000 Penalty: 3506.723145
	Iteration 14Q: 3 clusters Score -6027350 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -6027573.000000 Penalty: 3506.723145
	Iteration 15Q: 3 clusters Score -6027573 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -6027802.500000 Penalty: 3506.723145
	Iteration 16Q: 3 clusters Score -6027802 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -6028018.000000 Penalty: 3506.723145
	Iteration 17Q: 3 clusters Score -6028018 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -6028184.000000 Penalty: 3506.723145
	Iteration 18Q: 3 clusters Score -6028184 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -6028305.000000 Penalty: 3506.723145
	Iteration 19Q: 3 clusters Score -6028305 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -6028422.500000 Penalty: 3506.723145
	Iteration 20F: 3 clusters Score -6028422 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -6028547.500000 Penalty: 3506.723145
	Iteration 21Q: 3 clusters Score -6028548 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -6028646.000000 Penalty: 3506.723145
	Iteration 22Q: 3 clusters Score -6028646 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -6028723.000000 Penalty: 3506.723145
	Iteration 23Q: 3 clusters Score -6028723 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -6028778.500000 Penalty: 3506.723145
	Iteration 24Q: 3 clusters Score -6028778 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -6028825.500000 Penalty: 3506.723145
	Iteration 25Q: 3 clusters Score -6028826 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -6028889.000000 Penalty: 3506.723145
	Iteration 26Q: 3 clusters Score -6028889 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 34001 members 
Entering Unmasked Estep 
Score: -6028993.000000 Penalty: 3506.723145
	Iteration 27Q: 3 clusters Score -6028993 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -6029089.000000 Penalty: 3506.723145
	Iteration 28Q: 3 clusters Score -6029089 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -6029176.500000 Penalty: 3506.723145
	Iteration 29Q: 3 clusters Score -6029176 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -6029276.500000 Penalty: 3506.723145
	Iteration 30Q: 3 clusters Score -6029276 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -6029355.500000 Penalty: 3506.723145
	Iteration 31Q: 3 clusters Score -6029356 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -6029443.500000 Penalty: 3506.723145
	Iteration 32Q: 3 clusters Score -6029444 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -6029558.500000 Penalty: 3506.723145
	Iteration 33Q: 3 clusters Score -6029558 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -6029654.500000 Penalty: 3506.723145
	Iteration 34Q: 3 clusters Score -6029654 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -6029751.000000 Penalty: 3506.723145
	Iteration 35Q: 3 clusters Score -6029751 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -6029839.000000 Penalty: 3506.723145
	Iteration 36Q: 3 clusters Score -6029839 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -6029919.500000 Penalty: 3506.723145
	Iteration 37Q: 3 clusters Score -6029920 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -6030019.000000 Penalty: 3506.723145
	Iteration 38Q: 3 clusters Score -6030019 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -6030135.000000 Penalty: 3506.723145
	Iteration 39Q: 3 clusters Score -6030135 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -6030221.500000 Penalty: 3506.723145
	Iteration 40F: 3 clusters Score -6030222 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -6030315.000000 Penalty: 3506.723145
	Iteration 41Q: 3 clusters Score -6030315 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -6030417.500000 Penalty: 3506.723145
	Iteration 42Q: 3 clusters Score -6030418 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -6030544.500000 Penalty: 3506.723145
	Iteration 43Q: 3 clusters Score -6030544 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -6030652.500000 Penalty: 3506.723145
	Iteration 44Q: 3 clusters Score -6030652 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -6030790.000000 Penalty: 3506.723145
	Iteration 45Q: 3 clusters Score -6030790 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -6030936.500000 Penalty: 3506.723145
	Iteration 46Q: 3 clusters Score -6030936 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 42684 members 
Entering Unmasked Estep 
Score: -6031051.500000 Penalty: 3506.723145
	Iteration 47Q: 3 clusters Score -6031052 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -6031218.500000 Penalty: 3506.723145
	Iteration 48Q: 3 clusters Score -6031218 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -6031366.000000 Penalty: 3506.723145
	Iteration 49Q: 3 clusters Score -6031366 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -6031463.000000 Penalty: 3506.723145
	Iteration 50Q: 3 clusters Score -6031463 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -6031586.000000 Penalty: 3506.723145
	Iteration 51Q: 3 clusters Score -6031586 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -6031691.500000 Penalty: 3506.723145
	Iteration 52Q: 3 clusters Score -6031692 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -6031844.000000 Penalty: 3506.723145
	Iteration 53Q: 3 clusters Score -6031844 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 45332 members 
Entering Unmasked Estep 
Score: -6031974.500000 Penalty: 3506.723145
	Iteration 54Q: 3 clusters Score -6031974 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 45646 members 
Entering Unmasked Estep 
Score: -6032079.500000 Penalty: 3506.723145
	Iteration 55Q: 3 clusters Score -6032080 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -6032211.500000 Penalty: 3506.723145
	Iteration 56Q: 3 clusters Score -6032212 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -6032325.000000 Penalty: 3506.723145
	Iteration 57Q: 3 clusters Score -6032325 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 46310 members 
Entering Unmasked Estep 
Score: -6032374.500000 Penalty: 3506.723145
	Iteration 58Q: 3 clusters Score -6032374 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 46473 members 
Entering Unmasked Estep 
Score: -6032428.000000 Penalty: 3506.723145
	Iteration 59Q: 3 clusters Score -6032428 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -6032467.500000 Penalty: 3506.723145
	Iteration 60F: 3 clusters Score -6032468 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -6032499.500000 Penalty: 3506.723145
	Iteration 61Q: 3 clusters Score -6032500 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 46823 members 
Entering Unmasked Estep 
Score: -6032531.000000 Penalty: 3506.723145
	Iteration 62Q: 3 clusters Score -6032531 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -6032550.500000 Penalty: 3506.723145
	Iteration 63Q: 3 clusters Score -6032550 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -6032566.000000 Penalty: 3506.723145
	Iteration 64Q: 3 clusters Score -6032566 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -6032579.500000 Penalty: 3506.723145
	Iteration 65Q: 3 clusters Score -6032580 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 47052 members 
Entering Unmasked Estep 
Score: -6032587.500000 Penalty: 3506.723145
	Iteration 66Q: 3 clusters Score -6032588 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -6032603.500000 Penalty: 3506.723145
	Iteration 67Q: 3 clusters Score -6032604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 47122 members 
Entering Unmasked Estep 
Score: -6032616.000000 Penalty: 3506.723145
	Iteration 68Q: 3 clusters Score -6032616 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -6032614.000000 Penalty: 3506.723145
	Iteration 69Q: 3 clusters Score -6032614 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 47181 members 
Entering Unmasked Estep 
Score: -6032609.500000 Penalty: 3506.723145
	Iteration 70Q: 3 clusters Score -6032610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -6032619.500000 Penalty: 3506.723145
	Iteration 71Q: 3 clusters Score -6032620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 47209 members 
Entering Unmasked Estep 
Score: -6032620.500000 Penalty: 3506.723145
	Iteration 72Q: 3 clusters Score -6032620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 47222 members 
Entering Unmasked Estep 
Score: -6032631.000000 Penalty: 3506.723145
	Iteration 73Q: 3 clusters Score -6032631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -6032636.000000 Penalty: 3506.723145
	Iteration 74Q: 3 clusters Score -6032636 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
Score: -6032647.500000 Penalty: 3506.723145
	Iteration 75Q: 3 clusters Score -6032648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -6032648.500000 Penalty: 3506.723145
	Iteration 76Q: 3 clusters Score -6032648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -6032654.000000 Penalty: 3506.723145
	Iteration 77Q: 3 clusters Score -6032654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -6032664.000000 Penalty: 3506.723145
	Iteration 78Q: 3 clusters Score -6032664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -6032670.000000 Penalty: 3506.723145
	Iteration 79Q: 3 clusters Score -6032670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 47331 members 
Entering Unmasked Estep 
Score: -6032674.500000 Penalty: 3506.723145
	Iteration 80F: 3 clusters Score -6032674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -6032673.000000 Penalty: 3506.723145
	Iteration 81Q: 3 clusters Score -6032673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 47347 members 
Entering Unmasked Estep 
Score: -6032683.500000 Penalty: 3506.723145
	Iteration 82Q: 3 clusters Score -6032684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 47362 members 
Entering Unmasked Estep 
Score: -6032683.000000 Penalty: 3506.723145
	Iteration 83Q: 3 clusters Score -6032683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 47371 members 
Entering Unmasked Estep 
Score: -6032690.500000 Penalty: 3506.723145
	Iteration 84Q: 3 clusters Score -6032690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -6032695.000000 Penalty: 3506.723145
	Iteration 85Q: 3 clusters Score -6032695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -6032695.500000 Penalty: 3506.723145
	Iteration 86Q: 3 clusters Score -6032696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 47394 members 
Entering Unmasked Estep 
Score: -6032688.000000 Penalty: 3506.723145
	Iteration 87Q: 3 clusters Score -6032688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 47403 members 
Entering Unmasked Estep 
Score: -6032690.000000 Penalty: 3506.723145
	Iteration 88Q: 3 clusters Score -6032690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -6032692.000000 Penalty: 3506.723145
	Iteration 89Q: 3 clusters Score -6032692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 47424 members 
Entering Unmasked Estep 
Score: -6032697.000000 Penalty: 3506.723145
	Iteration 90Q: 3 clusters Score -6032697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -6032702.000000 Penalty: 3506.723145
	Iteration 91Q: 3 clusters Score -6032702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 47446 members 
Entering Unmasked Estep 
Score: -6032701.500000 Penalty: 3506.723145
	Iteration 92Q: 3 clusters Score -6032702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 47455 members 
Entering Unmasked Estep 
Score: -6032705.000000 Penalty: 3506.723145
	Iteration 93Q: 3 clusters Score -6032705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -6032700.500000 Penalty: 3506.723145
	Iteration 94Q: 3 clusters Score -6032700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 47462 members 
Entering Unmasked Estep 
Score: -6032700.500000 Penalty: 3506.723145
	Iteration 95Q: 3 clusters Score -6032700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 47464 members 
Entering Unmasked Estep 
Score: -6032704.000000 Penalty: 3506.723145
	Iteration 96Q: 3 clusters Score -6032704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -6032704.000000 Penalty: 3506.723145
	Iteration 97Q: 3 clusters Score -6032704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 47473 members 
Entering Unmasked Estep 
Score: -6032710.500000 Penalty: 3506.723145
	Iteration 98Q: 3 clusters Score -6032710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 47478 members 
Entering Unmasked Estep 
Score: -6032713.500000 Penalty: 3506.723145
	Iteration 99Q: 3 clusters Score -6032714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 47482 members 
Entering Unmasked Estep 
Score: -6032712.500000 Penalty: 3506.723145
	Iteration 100F: 3 clusters Score -6032712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -6032711.500000 Penalty: 3506.723145
	Iteration 101Q: 3 clusters Score -6032712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -6032714.500000 Penalty: 3506.723145
	Iteration 102Q: 3 clusters Score -6032714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -6032710.000000 Penalty: 3506.723145
	Iteration 103Q: 3 clusters Score -6032710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -6032711.500000 Penalty: 3506.723145
	Iteration 104Q: 3 clusters Score -6032712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -6032711.500000 Penalty: 3506.723145
	Iteration 105F: 3 clusters Score -6032712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (91103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91103 members 
Entering Unmasked Estep 
Score: -11382600.000000 Penalty: 1855.708740
	Iteration 0F: 2 clusters Score -1.13826e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 45411 members 
Entering Unmasked Estep 
Score: -11321971.000000 Penalty: 3711.417480
	Iteration 0F: 3 clusters Score -1.132197e+07 nChanged 43496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -11347530.000000 Penalty: 3711.417480
	Iteration 1F: 3 clusters Score -1.134753e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -11348475.000000 Penalty: 3711.417480
	Iteration 2Q: 3 clusters Score -1.134848e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51838 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -11349942.000000 Penalty: 3711.417480
	Iteration 3Q: 3 clusters Score -1.134994e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55215 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -11352148.000000 Penalty: 3711.417480
	Iteration 4Q: 3 clusters Score -1.135215e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59820 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -11355535.000000 Penalty: 3711.417480
	Iteration 5F: 3 clusters Score -1.135554e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65506 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -11360218.000000 Penalty: 3711.417480
	Iteration 6F: 3 clusters Score -1.136022e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71587 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -11365757.000000 Penalty: 3711.417480
	Iteration 7F: 3 clusters Score -1.136576e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77027 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -11370924.000000 Penalty: 3711.417480
	Iteration 8F: 3 clusters Score -1.137092e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81024 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -11374649.000000 Penalty: 3711.417480
	Iteration 9Q: 3 clusters Score -1.137465e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83647 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -11376852.000000 Penalty: 3711.417480
	Iteration 10Q: 3 clusters Score -1.137685e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85388 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -11378246.000000 Penalty: 3711.417480
	Iteration 11Q: 3 clusters Score -1.137825e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86669 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -11379121.000000 Penalty: 3711.417480
	Iteration 12Q: 3 clusters Score -1.137912e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87629 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -11379690.000000 Penalty: 3711.417480
	Iteration 13Q: 3 clusters Score -1.137969e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88353 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -11380114.000000 Penalty: 3711.417480
	Iteration 14Q: 3 clusters Score -1.138011e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88889 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -11380402.000000 Penalty: 3711.417480
	Iteration 15Q: 3 clusters Score -1.13804e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89261 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -11380626.000000 Penalty: 3711.417480
	Iteration 16Q: 3 clusters Score -1.138063e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89530 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -11380787.000000 Penalty: 3711.417480
	Iteration 17Q: 3 clusters Score -1.138079e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89718 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -11380919.000000 Penalty: 3711.417480
	Iteration 18Q: 3 clusters Score -1.138092e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89846 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -11381006.000000 Penalty: 3711.417480
	Iteration 19Q: 3 clusters Score -1.138101e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89952 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -11381072.000000 Penalty: 3711.417480
	Iteration 20F: 3 clusters Score -1.138107e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90036 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -11381136.000000 Penalty: 3711.417480
	Iteration 21Q: 3 clusters Score -1.138114e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90104 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -11381190.000000 Penalty: 3711.417480
	Iteration 22Q: 3 clusters Score -1.138119e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90174 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -11381270.000000 Penalty: 3711.417480
	Iteration 23Q: 3 clusters Score -1.138127e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90220 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -11381359.000000 Penalty: 3711.417480
	Iteration 24Q: 3 clusters Score -1.138136e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90245 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -11381471.000000 Penalty: 3711.417480
	Iteration 25Q: 3 clusters Score -1.138147e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90264 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -11381540.000000 Penalty: 3711.417480
	Iteration 26Q: 3 clusters Score -1.138154e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90252 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -11381573.000000 Penalty: 3711.417480
	Iteration 27Q: 3 clusters Score -1.138157e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90238 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -11381607.000000 Penalty: 3711.417480
	Iteration 28Q: 3 clusters Score -1.138161e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90218 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -11381605.000000 Penalty: 3711.417480
	Iteration 29Q: 3 clusters Score -1.13816e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90209 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -11381606.000000 Penalty: 3711.417480
	Iteration 30Q: 3 clusters Score -1.138161e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90198 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -11381622.000000 Penalty: 3711.417480
	Iteration 31Q: 3 clusters Score -1.138162e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90188 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -11381628.000000 Penalty: 3711.417480
	Iteration 32Q: 3 clusters Score -1.138163e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90177 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -11381630.000000 Penalty: 3711.417480
	Iteration 33Q: 3 clusters Score -1.138163e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90166 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -11381635.000000 Penalty: 3711.417480
	Iteration 34Q: 3 clusters Score -1.138164e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90153 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -11381634.000000 Penalty: 3711.417480
	Iteration 35Q: 3 clusters Score -1.138163e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90149 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -11381638.000000 Penalty: 3711.417480
	Iteration 36Q: 3 clusters Score -1.138164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90143 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -11381639.000000 Penalty: 3711.417480
	Iteration 37Q: 3 clusters Score -1.138164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90134 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -11381645.000000 Penalty: 3711.417480
	Iteration 38Q: 3 clusters Score -1.138164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90127 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -11381645.000000 Penalty: 3711.417480
	Iteration 39Q: 3 clusters Score -1.138164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90123 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -11381650.000000 Penalty: 3711.417480
	Iteration 40F: 3 clusters Score -1.138165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90119 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -11381638.000000 Penalty: 3711.417480
	Iteration 41Q: 3 clusters Score -1.138164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90116 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -11381644.000000 Penalty: 3711.417480
	Iteration 42Q: 3 clusters Score -1.138164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90115 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -11381644.000000 Penalty: 3711.417480
	Iteration 43Q: 3 clusters Score -1.138164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90115 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -11381649.000000 Penalty: 3711.417480
	Iteration 44Q: 3 clusters Score -1.138165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90116 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -11381657.000000 Penalty: 3711.417480
	Iteration 45Q: 3 clusters Score -1.138166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90118 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -11381659.000000 Penalty: 3711.417480
	Iteration 46Q: 3 clusters Score -1.138166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90120 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -11381666.000000 Penalty: 3711.417480
	Iteration 47Q: 3 clusters Score -1.138167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90124 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -11381659.000000 Penalty: 3711.417480
	Iteration 48Q: 3 clusters Score -1.138166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90124 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -11381659.000000 Penalty: 3711.417480
	Iteration 49F: 3 clusters Score -1.138166e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Entering Unmasked Estep 
Score: -86711.820312 Penalty: 1086.452393
	Iteration 0F: 2 clusters Score -86711.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -85540.625000 Penalty: 2172.904785
	Iteration 0F: 3 clusters Score -85540.62 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -85964.531250 Penalty: 2172.904785
	Iteration 1F: 3 clusters Score -85964.53 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -86353.093750 Penalty: 2172.904785
	Iteration 2F: 3 clusters Score -86353.09 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -86846.812500 Penalty: 2172.904785
	Iteration 3F: 3 clusters Score -86846.81 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -87232.875000 Penalty: 2172.904785
	Iteration 4F: 3 clusters Score -87232.88 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -87400.453125 Penalty: 2172.904785
	Iteration 5F: 3 clusters Score -87400.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -87502.359375 Penalty: 2172.904785
	Iteration 6Q: 3 clusters Score -87502.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -87581.031250 Penalty: 2172.904785
	Iteration 7Q: 3 clusters Score -87581.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -87649.367188 Penalty: 2172.904785
	Iteration 8Q: 3 clusters Score -87649.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -87672.390625 Penalty: 2172.904785
	Iteration 9Q: 3 clusters Score -87672.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -87684.609375 Penalty: 2172.904785
	Iteration 10Q: 3 clusters Score -87684.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -87688.937500 Penalty: 2172.904785
	Iteration 11Q: 3 clusters Score -87688.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -87691.289062 Penalty: 2172.904785
	Iteration 12Q: 3 clusters Score -87691.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -87692.062500 Penalty: 2172.904785
	Iteration 13Q: 3 clusters Score -87692.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -87692.062500 Penalty: 2172.904785
	Iteration 14F: 3 clusters Score -87692.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 106003 members 
Mstep: Class 3 contains 371 members 
Mstep: Class 4 contains 1952 members 
Mstep: Class 5 contains 58586 members 
Mstep: Class 6 contains 28584 members 
Mstep: Class 7 contains 12263 members 
Mstep: Class 8 contains 15919 members 
Mstep: Class 9 contains 101669 members 
Mstep: Class 10 contains 5938 members 
Mstep: Class 11 contains 8225 members 
Mstep: Class 12 contains 660 members 
Mstep: Class 13 contains 101555 members 
Mstep: Class 14 contains 35084 members 
Mstep: Class 15 contains 106732 members 
Mstep: Class 16 contains 3475 members 
Mstep: Class 17 contains 7487 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 14605 members 
Mstep: Class 20 contains 6590 members 
Mstep: Class 21 contains 1796 members 
Mstep: Class 22 contains 14195 members 
Mstep: Class 23 contains 102340 members 
Mstep: Class 24 contains 48529 members 
Mstep: Class 25 contains 91103 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 1623 members 
Mstep: Class 28 contains 7656 members 
Mstep: Class 29 contains 6373 members 
Mstep: Class 30 contains 1704 members 
Mstep: Class 31 contains 9313 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 2537 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 3149 members 
Mstep: Class 36 contains 387 members 
Entering Unmasked Estep 
Score: -111759560.000000 Penalty: 80323.031250
Splitting cluster 26 changes total score from -111759000.000000 to -111759560.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 27 (1623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Entering Unmasked Estep 
Score: -178517.406250 Penalty: 1201.205200
	Iteration 0F: 2 clusters Score -178517.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -176664.578125 Penalty: 2402.410400
	Iteration 0F: 3 clusters Score -176664.6 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -177553.484375 Penalty: 2402.410400
	Iteration 1F: 3 clusters Score -177553.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -177955.656250 Penalty: 2402.410400
	Iteration 2F: 3 clusters Score -177955.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -178322.187500 Penalty: 2402.410400
	Iteration 3F: 3 clusters Score -178322.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -178564.359375 Penalty: 2402.410400
	Iteration 4F: 3 clusters Score -178564.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -178702.109375 Penalty: 2402.410400
	Iteration 5F: 3 clusters Score -178702.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -178793.671875 Penalty: 2402.410400
	Iteration 6Q: 3 clusters Score -178793.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -178846.000000 Penalty: 2402.410400
	Iteration 7Q: 3 clusters Score -178846 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -178907.062500 Penalty: 2402.410400
	Iteration 8Q: 3 clusters Score -178907.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -179014.296875 Penalty: 2402.410400
	Iteration 9Q: 3 clusters Score -179014.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -179179.812500 Penalty: 2402.410400
	Iteration 10Q: 3 clusters Score -179179.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -179226.265625 Penalty: 2402.410400
	Iteration 11Q: 3 clusters Score -179226.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -179237.484375 Penalty: 2402.410400
	Iteration 12Q: 3 clusters Score -179237.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -179242.640625 Penalty: 2402.410400
	Iteration 13Q: 3 clusters Score -179242.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -179243.843750 Penalty: 2402.410400
	Iteration 14Q: 3 clusters Score -179243.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -179246.484375 Penalty: 2402.410400
	Iteration 15Q: 3 clusters Score -179246.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -179250.468750 Penalty: 2402.410400
	Iteration 16Q: 3 clusters Score -179250.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -179251.968750 Penalty: 2402.410400
	Iteration 17Q: 3 clusters Score -179252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -179253.250000 Penalty: 2402.410400
	Iteration 18Q: 3 clusters Score -179253.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -179254.843750 Penalty: 2402.410400
	Iteration 19Q: 3 clusters Score -179254.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -179258.015625 Penalty: 2402.410400
	Iteration 20F: 3 clusters Score -179258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -179258.765625 Penalty: 2402.410400
	Iteration 21Q: 3 clusters Score -179258.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -179262.296875 Penalty: 2402.410400
	Iteration 22Q: 3 clusters Score -179262.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -179264.656250 Penalty: 2402.410400
	Iteration 23Q: 3 clusters Score -179264.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -179265.515625 Penalty: 2402.410400
	Iteration 24Q: 3 clusters Score -179265.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -179267.937500 Penalty: 2402.410400
	Iteration 25Q: 3 clusters Score -179267.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -179269.453125 Penalty: 2402.410400
	Iteration 26Q: 3 clusters Score -179269.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -179270.609375 Penalty: 2402.410400
	Iteration 27Q: 3 clusters Score -179270.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -179270.609375 Penalty: 2402.410400
	Iteration 28F: 3 clusters Score -179270.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 106003 members 
Mstep: Class 3 contains 371 members 
Mstep: Class 4 contains 1952 members 
Mstep: Class 5 contains 58586 members 
Mstep: Class 6 contains 28584 members 
Mstep: Class 7 contains 12263 members 
Mstep: Class 8 contains 15919 members 
Mstep: Class 9 contains 101669 members 
Mstep: Class 10 contains 5938 members 
Mstep: Class 11 contains 8225 members 
Mstep: Class 12 contains 660 members 
Mstep: Class 13 contains 101555 members 
Mstep: Class 14 contains 35084 members 
Mstep: Class 15 contains 106732 members 
Mstep: Class 16 contains 3475 members 
Mstep: Class 17 contains 7487 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 14605 members 
Mstep: Class 20 contains 6590 members 
Mstep: Class 21 contains 1796 members 
Mstep: Class 22 contains 14195 members 
Mstep: Class 23 contains 102340 members 
Mstep: Class 24 contains 48529 members 
Mstep: Class 25 contains 91103 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 935 members 
Mstep: Class 28 contains 7656 members 
Mstep: Class 29 contains 6373 members 
Mstep: Class 30 contains 1704 members 
Mstep: Class 31 contains 9313 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 2537 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 3149 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 688 members 
Entering Unmasked Estep 
Score: -111759448.000000 Penalty: 82554.226562
Splitting cluster 27 changes total score from -111759000.000000 to -111759448.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 28 (7656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Entering Unmasked Estep 
Score: -936229.875000 Penalty: 1453.277344
	Iteration 0F: 2 clusters Score -936229.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -930515.687500 Penalty: 2906.554688
	Iteration 0F: 3 clusters Score -930515.7 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -932305.437500 Penalty: 2906.554688
	Iteration 1F: 3 clusters Score -932305.4 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -932727.125000 Penalty: 2906.554688
	Iteration 2F: 3 clusters Score -932727.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -933290.500000 Penalty: 2906.554688
	Iteration 3F: 3 clusters Score -933290.5 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -933920.125000 Penalty: 2906.554688
	Iteration 4F: 3 clusters Score -933920.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -934634.750000 Penalty: 2906.554688
	Iteration 5F: 3 clusters Score -934634.8 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -935294.875000 Penalty: 2906.554688
	Iteration 6F: 3 clusters Score -935294.9 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -935824.125000 Penalty: 2906.554688
	Iteration 7F: 3 clusters Score -935824.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -936145.687500 Penalty: 2906.554688
	Iteration 8F: 3 clusters Score -936145.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -936307.375000 Penalty: 2906.554688
	Iteration 9Q: 3 clusters Score -936307.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -936377.125000 Penalty: 2906.554688
	Iteration 10Q: 3 clusters Score -936377.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -936408.250000 Penalty: 2906.554688
	Iteration 11Q: 3 clusters Score -936408.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -936426.875000 Penalty: 2906.554688
	Iteration 12Q: 3 clusters Score -936426.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -936438.437500 Penalty: 2906.554688
	Iteration 13Q: 3 clusters Score -936438.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -936445.000000 Penalty: 2906.554688
	Iteration 14Q: 3 clusters Score -936445 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -936448.500000 Penalty: 2906.554688
	Iteration 15Q: 3 clusters Score -936448.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -936454.562500 Penalty: 2906.554688
	Iteration 16Q: 3 clusters Score -936454.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -936459.687500 Penalty: 2906.554688
	Iteration 17Q: 3 clusters Score -936459.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -936465.062500 Penalty: 2906.554688
	Iteration 18Q: 3 clusters Score -936465.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -936464.500000 Penalty: 2906.554688
	Iteration 19Q: 3 clusters Score -936464.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -936464.312500 Penalty: 2906.554688
	Iteration 20F: 3 clusters Score -936464.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -936465.000000 Penalty: 2906.554688
	Iteration 21Q: 3 clusters Score -936465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -936466.062500 Penalty: 2906.554688
	Iteration 22Q: 3 clusters Score -936466.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -936465.812500 Penalty: 2906.554688
	Iteration 23Q: 3 clusters Score -936465.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -936465.812500 Penalty: 2906.554688
	Iteration 24F: 3 clusters Score -936465.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 106003 members 
Mstep: Class 3 contains 371 members 
Mstep: Class 4 contains 1952 members 
Mstep: Class 5 contains 58586 members 
Mstep: Class 6 contains 28584 members 
Mstep: Class 7 contains 12263 members 
Mstep: Class 8 contains 15919 members 
Mstep: Class 9 contains 101669 members 
Mstep: Class 10 contains 5938 members 
Mstep: Class 11 contains 8225 members 
Mstep: Class 12 contains 660 members 
Mstep: Class 13 contains 101555 members 
Mstep: Class 14 contains 35084 members 
Mstep: Class 15 contains 106732 members 
Mstep: Class 16 contains 3475 members 
Mstep: Class 17 contains 7487 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 14605 members 
Mstep: Class 20 contains 6590 members 
Mstep: Class 21 contains 1796 members 
Mstep: Class 22 contains 14195 members 
Mstep: Class 23 contains 102340 members 
Mstep: Class 24 contains 48529 members 
Mstep: Class 25 contains 91103 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 935 members 
Mstep: Class 28 contains 2123 members 
Mstep: Class 29 contains 6373 members 
Mstep: Class 30 contains 1704 members 
Mstep: Class 31 contains 9313 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 2537 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 3149 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 688 members 
Mstep: Class 38 contains 5533 members 
Entering Unmasked Estep 
Score: -111758936.000000 Penalty: 84785.421875
Splitting cluster 28 changes total score from -111759000.000000 to -111758936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (6373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Entering Unmasked Estep 
Score: -787969.750000 Penalty: 1423.471680
	Iteration 0F: 2 clusters Score -787969.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -783090.750000 Penalty: 2846.943359
	Iteration 0F: 3 clusters Score -783090.8 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -784622.750000 Penalty: 2846.943359
	Iteration 1F: 3 clusters Score -784622.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -784989.375000 Penalty: 2846.943359
	Iteration 2F: 3 clusters Score -784989.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -785489.750000 Penalty: 2846.943359
	Iteration 3F: 3 clusters Score -785489.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -786282.250000 Penalty: 2846.943359
	Iteration 4F: 3 clusters Score -786282.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -786946.250000 Penalty: 2846.943359
	Iteration 5F: 3 clusters Score -786946.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -787319.312500 Penalty: 2846.943359
	Iteration 6F: 3 clusters Score -787319.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -787537.437500 Penalty: 2846.943359
	Iteration 7Q: 3 clusters Score -787537.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -787708.187500 Penalty: 2846.943359
	Iteration 8Q: 3 clusters Score -787708.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -787893.937500 Penalty: 2846.943359
	Iteration 9Q: 3 clusters Score -787893.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -788026.062500 Penalty: 2846.943359
	Iteration 10Q: 3 clusters Score -788026.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -788100.187500 Penalty: 2846.943359
	Iteration 11Q: 3 clusters Score -788100.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -788154.562500 Penalty: 2846.943359
	Iteration 12Q: 3 clusters Score -788154.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -788184.937500 Penalty: 2846.943359
	Iteration 13Q: 3 clusters Score -788184.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -788198.875000 Penalty: 2846.943359
	Iteration 14Q: 3 clusters Score -788198.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -788206.625000 Penalty: 2846.943359
	Iteration 15Q: 3 clusters Score -788206.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -788211.937500 Penalty: 2846.943359
	Iteration 16Q: 3 clusters Score -788211.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -788216.000000 Penalty: 2846.943359
	Iteration 17Q: 3 clusters Score -788216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -788221.000000 Penalty: 2846.943359
	Iteration 18Q: 3 clusters Score -788221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -788222.437500 Penalty: 2846.943359
	Iteration 19Q: 3 clusters Score -788222.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -788223.437500 Penalty: 2846.943359
	Iteration 20F: 3 clusters Score -788223.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -788225.500000 Penalty: 2846.943359
	Iteration 21Q: 3 clusters Score -788225.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -788228.437500 Penalty: 2846.943359
	Iteration 22Q: 3 clusters Score -788228.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -788227.500000 Penalty: 2846.943359
	Iteration 23Q: 3 clusters Score -788227.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -788227.562500 Penalty: 2846.943359
	Iteration 24Q: 3 clusters Score -788227.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -788227.687500 Penalty: 2846.943359
	Iteration 25Q: 3 clusters Score -788227.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -788227.812500 Penalty: 2846.943359
	Iteration 26Q: 3 clusters Score -788227.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -788228.625000 Penalty: 2846.943359
	Iteration 27Q: 3 clusters Score -788228.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -788229.062500 Penalty: 2846.943359
	Iteration 28Q: 3 clusters Score -788229.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -788229.000000 Penalty: 2846.943359
	Iteration 29Q: 3 clusters Score -788229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -788227.812500 Penalty: 2846.943359
	Iteration 30Q: 3 clusters Score -788227.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -788228.687500 Penalty: 2846.943359
	Iteration 31Q: 3 clusters Score -788228.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -788228.812500 Penalty: 2846.943359
	Iteration 32Q: 3 clusters Score -788228.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -788229.062500 Penalty: 2846.943359
	Iteration 33Q: 3 clusters Score -788229.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -788230.125000 Penalty: 2846.943359
	Iteration 34Q: 3 clusters Score -788230.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -788230.875000 Penalty: 2846.943359
	Iteration 35Q: 3 clusters Score -788230.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -788230.812500 Penalty: 2846.943359
	Iteration 36Q: 3 clusters Score -788230.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -788230.812500 Penalty: 2846.943359
	Iteration 37F: 3 clusters Score -788230.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 106003 members 
Mstep: Class 3 contains 371 members 
Mstep: Class 4 contains 1952 members 
Mstep: Class 5 contains 58586 members 
Mstep: Class 6 contains 28584 members 
Mstep: Class 7 contains 12263 members 
Mstep: Class 8 contains 15919 members 
Mstep: Class 9 contains 101669 members 
Mstep: Class 10 contains 5938 members 
Mstep: Class 11 contains 8225 members 
Mstep: Class 12 contains 660 members 
Mstep: Class 13 contains 101555 members 
Mstep: Class 14 contains 35084 members 
Mstep: Class 15 contains 106732 members 
Mstep: Class 16 contains 3475 members 
Mstep: Class 17 contains 7487 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 14605 members 
Mstep: Class 20 contains 6590 members 
Mstep: Class 21 contains 1796 members 
Mstep: Class 22 contains 14195 members 
Mstep: Class 23 contains 102340 members 
Mstep: Class 24 contains 48529 members 
Mstep: Class 25 contains 91103 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 935 members 
Mstep: Class 28 contains 7656 members 
Mstep: Class 29 contains 1931 members 
Mstep: Class 30 contains 1704 members 
Mstep: Class 31 contains 9313 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 2537 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 3149 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 688 members 
Mstep: Class 38 contains 4442 members 
Entering Unmasked Estep 
Score: -111758992.000000 Penalty: 84785.421875
Splitting cluster 29 changes total score from -111759000.000000 to -111758992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (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: -180278.203125 Penalty: 1209.119263
	Iteration 0F: 2 clusters Score -180278.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -178425.203125 Penalty: 2418.238525
	Iteration 0F: 3 clusters Score -178425.2 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -179007.203125 Penalty: 2418.238525
	Iteration 1F: 3 clusters Score -179007.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -179204.328125 Penalty: 2418.238525
	Iteration 2F: 3 clusters Score -179204.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -179359.296875 Penalty: 2418.238525
	Iteration 3F: 3 clusters Score -179359.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -179514.359375 Penalty: 2418.238525
	Iteration 4Q: 3 clusters Score -179514.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -179626.968750 Penalty: 2418.238525
	Iteration 5Q: 3 clusters Score -179627 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -179730.312500 Penalty: 2418.238525
	Iteration 6Q: 3 clusters Score -179730.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -179833.359375 Penalty: 2418.238525
	Iteration 7Q: 3 clusters Score -179833.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -179919.250000 Penalty: 2418.238525
	Iteration 8Q: 3 clusters Score -179919.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -179983.421875 Penalty: 2418.238525
	Iteration 9Q: 3 clusters Score -179983.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -180029.609375 Penalty: 2418.238525
	Iteration 10Q: 3 clusters Score -180029.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -180082.625000 Penalty: 2418.238525
	Iteration 11Q: 3 clusters Score -180082.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -180136.109375 Penalty: 2418.238525
	Iteration 12Q: 3 clusters Score -180136.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -180172.218750 Penalty: 2418.238525
	Iteration 13Q: 3 clusters Score -180172.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -180206.578125 Penalty: 2418.238525
	Iteration 14Q: 3 clusters Score -180206.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -180219.265625 Penalty: 2418.238525
	Iteration 15Q: 3 clusters Score -180219.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -180222.468750 Penalty: 2418.238525
	Iteration 16Q: 3 clusters Score -180222.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -180224.000000 Penalty: 2418.238525
	Iteration 17Q: 3 clusters Score -180224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -180224.593750 Penalty: 2418.238525
	Iteration 18Q: 3 clusters Score -180224.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -180224.593750 Penalty: 2418.238525
	Iteration 19F: 3 clusters Score -180224.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Entering Unmasked Estep 
Score: -1162305.375000 Penalty: 1485.114624
	Iteration 0F: 2 clusters Score -1162305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1155556.000000 Penalty: 2970.229248
	Iteration 0F: 3 clusters Score -1155556 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1157617.125000 Penalty: 2970.229248
	Iteration 1F: 3 clusters Score -1157617 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1157916.625000 Penalty: 2970.229248
	Iteration 2F: 3 clusters Score -1157917 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1158221.750000 Penalty: 2970.229248
	Iteration 3F: 3 clusters Score -1158222 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1158567.125000 Penalty: 2970.229248
	Iteration 4F: 3 clusters Score -1158567 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1158986.375000 Penalty: 2970.229248
	Iteration 5F: 3 clusters Score -1158986 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1159407.750000 Penalty: 2970.229248
	Iteration 6F: 3 clusters Score -1159408 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1159785.500000 Penalty: 2970.229248
	Iteration 7F: 3 clusters Score -1159786 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1160162.625000 Penalty: 2970.229248
	Iteration 8F: 3 clusters Score -1160163 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1160449.500000 Penalty: 2970.229248
	Iteration 9Q: 3 clusters Score -1160450 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1160663.000000 Penalty: 2970.229248
	Iteration 10Q: 3 clusters Score -1160663 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1160829.625000 Penalty: 2970.229248
	Iteration 11Q: 3 clusters Score -1160830 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1160945.250000 Penalty: 2970.229248
	Iteration 12Q: 3 clusters Score -1160945 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1161033.500000 Penalty: 2970.229248
	Iteration 13Q: 3 clusters Score -1161034 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1161110.500000 Penalty: 2970.229248
	Iteration 14Q: 3 clusters Score -1161110 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1161163.000000 Penalty: 2970.229248
	Iteration 15Q: 3 clusters Score -1161163 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1161201.125000 Penalty: 2970.229248
	Iteration 16Q: 3 clusters Score -1161201 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1161222.375000 Penalty: 2970.229248
	Iteration 17Q: 3 clusters Score -1161222 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1161237.500000 Penalty: 2970.229248
	Iteration 18Q: 3 clusters Score -1161238 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1161250.750000 Penalty: 2970.229248
	Iteration 19Q: 3 clusters Score -1161251 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1161266.625000 Penalty: 2970.229248
	Iteration 20F: 3 clusters Score -1161267 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1161280.500000 Penalty: 2970.229248
	Iteration 21Q: 3 clusters Score -1161280 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1161290.500000 Penalty: 2970.229248
	Iteration 22Q: 3 clusters Score -1161290 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1161299.250000 Penalty: 2970.229248
	Iteration 23Q: 3 clusters Score -1161299 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1161306.500000 Penalty: 2970.229248
	Iteration 24Q: 3 clusters Score -1161306 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1161313.500000 Penalty: 2970.229248
	Iteration 25Q: 3 clusters Score -1161314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1161315.500000 Penalty: 2970.229248
	Iteration 26Q: 3 clusters Score -1161316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1161325.000000 Penalty: 2970.229248
	Iteration 27Q: 3 clusters Score -1161325 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1161327.375000 Penalty: 2970.229248
	Iteration 28Q: 3 clusters Score -1161327 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1161334.000000 Penalty: 2970.229248
	Iteration 29Q: 3 clusters Score -1161334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1161335.875000 Penalty: 2970.229248
	Iteration 30Q: 3 clusters Score -1161336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1161342.250000 Penalty: 2970.229248
	Iteration 31Q: 3 clusters Score -1161342 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1161346.500000 Penalty: 2970.229248
	Iteration 32Q: 3 clusters Score -1161346 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1161352.625000 Penalty: 2970.229248
	Iteration 33Q: 3 clusters Score -1161353 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1161355.250000 Penalty: 2970.229248
	Iteration 34Q: 3 clusters Score -1161355 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1161364.375000 Penalty: 2970.229248
	Iteration 35Q: 3 clusters Score -1161364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1161366.500000 Penalty: 2970.229248
	Iteration 36Q: 3 clusters Score -1161366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1161367.625000 Penalty: 2970.229248
	Iteration 37Q: 3 clusters Score -1161368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1161369.000000 Penalty: 2970.229248
	Iteration 38Q: 3 clusters Score -1161369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1161367.875000 Penalty: 2970.229248
	Iteration 39Q: 3 clusters Score -1161368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1161368.875000 Penalty: 2970.229248
	Iteration 40F: 3 clusters Score -1161369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 106003 members 
Mstep: Class 3 contains 371 members 
Mstep: Class 4 contains 1952 members 
Mstep: Class 5 contains 58586 members 
Mstep: Class 6 contains 28584 members 
Mstep: Class 7 contains 12263 members 
Mstep: Class 8 contains 15919 members 
Mstep: Class 9 contains 101669 members 
Mstep: Class 10 contains 5938 members 
Mstep: Class 11 contains 8225 members 
Mstep: Class 12 contains 660 members 
Mstep: Class 13 contains 101555 members 
Mstep: Class 14 contains 35084 members 
Mstep: Class 15 contains 106732 members 
Mstep: Class 16 contains 3475 members 
Mstep: Class 17 contains 7487 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 14605 members 
Mstep: Class 20 contains 6590 members 
Mstep: Class 21 contains 1796 members 
Mstep: Class 22 contains 14195 members 
Mstep: Class 23 contains 102340 members 
Mstep: Class 24 contains 48529 members 
Mstep: Class 25 contains 91103 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 935 members 
Mstep: Class 28 contains 7656 members 
Mstep: Class 29 contains 6373 members 
Mstep: Class 30 contains 1704 members 
Mstep: Class 31 contains 9313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111761592.000000 Penalty: 82554.226562
Iteration 79Q: 38 clusters Score -1.117616e+08 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 105910 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 1959 members 
Mstep: Class 5 contains 58849 members 
Mstep: Class 6 contains 28507 members 
Mstep: Class 7 contains 12218 members 
Mstep: Class 8 contains 15971 members 
Mstep: Class 9 contains 101616 members 
Mstep: Class 10 contains 5957 members 
Mstep: Class 11 contains 7806 members 
Mstep: Class 12 contains 766 members 
Mstep: Class 13 contains 101532 members 
Mstep: Class 14 contains 35212 members 
Mstep: Class 15 contains 106699 members 
Mstep: Class 16 contains 3483 members 
Mstep: Class 17 contains 7402 members 
Mstep: Class 18 contains 9968 members 
Mstep: Class 19 contains 14611 members 
Mstep: Class 20 contains 6585 members 
Mstep: Class 21 contains 1927 members 
Mstep: Class 22 contains 14328 members 
Mstep: Class 23 contains 102370 members 
Mstep: Class 24 contains 48889 members 
Mstep: Class 25 contains 90820 members 
Mstep: Class 26 contains 467 members 
Mstep: Class 27 contains 991 members 
Mstep: Class 28 contains 7662 members 
Mstep: Class 29 contains 6401 members 
Mstep: Class 30 contains 1637 members 
Mstep: Class 31 contains 9308 members 
Mstep: Class 32 contains 343 members 
Mstep: Class 33 contains 2509 members 
Mstep: Class 34 contains 374 members 
Mstep: Class 35 contains 3028 members 
Mstep: Class 36 contains 386 members 
Mstep: Class 37 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111764184.000000 Penalty: 82554.226562
Iteration 80F: 38 clusters Score -1.117642e+08 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 105782 members 
Mstep: Class 3 contains 391 members 
Mstep: Class 4 contains 1964 members 
Mstep: Class 5 contains 58627 members 
Mstep: Class 6 contains 28414 members 
Mstep: Class 7 contains 12161 members 
Mstep: Class 8 contains 16025 members 
Mstep: Class 9 contains 101572 members 
Mstep: Class 10 contains 5966 members 
Mstep: Class 11 contains 7595 members 
Mstep: Class 12 contains 803 members 
Mstep: Class 13 contains 101510 members 
Mstep: Class 14 contains 35140 members 
Mstep: Class 15 contains 106701 members 
Mstep: Class 16 contains 3493 members 
Mstep: Class 17 contains 7333 members 
Mstep: Class 18 contains 9954 members 
Mstep: Class 19 contains 14608 members 
Mstep: Class 20 contains 6577 members 
Mstep: Class 21 contains 2013 members 
Mstep: Class 22 contains 14455 members 
Mstep: Class 23 contains 102359 members 
Mstep: Class 24 contains 49161 members 
Mstep: Class 25 contains 90501 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1011 members 
Mstep: Class 28 contains 7659 members 
Mstep: Class 29 contains 6416 members 
Mstep: Class 30 contains 1598 members 
Mstep: Class 31 contains 9313 members 
Mstep: Class 32 contains 356 members 
Mstep: Class 33 contains 2793 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 3376 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111765488.000000 Penalty: 82554.226562
Iteration 81Q: 38 clusters Score -1.117655e+08 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 105641 members 
Mstep: Class 3 contains 394 members 
Mstep: Class 4 contains 1970 members 
Mstep: Class 5 contains 58619 members 
Mstep: Class 6 contains 28302 members 
Mstep: Class 7 contains 12120 members 
Mstep: Class 8 contains 16089 members 
Mstep: Class 9 contains 101608 members 
Mstep: Class 10 contains 5979 members 
Mstep: Class 11 contains 7483 members 
Mstep: Class 12 contains 828 members 
Mstep: Class 13 contains 101440 members 
Mstep: Class 14 contains 35111 members 
Mstep: Class 15 contains 106609 members 
Mstep: Class 16 contains 3494 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 14615 members 
Mstep: Class 20 contains 6574 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 22 contains 14577 members 
Mstep: Class 23 contains 102332 members 
Mstep: Class 24 contains 49450 members 
Mstep: Class 25 contains 90185 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 1021 members 
Mstep: Class 28 contains 7652 members 
Mstep: Class 29 contains 6438 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 9310 members 
Mstep: Class 32 contains 357 members 
Mstep: Class 33 contains 2901 members 
Mstep: Class 34 contains 395 members 
Mstep: Class 35 contains 3640 members 
Mstep: Class 36 contains 427 members 
Mstep: Class 37 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111766360.000000 Penalty: 82554.226562
Iteration 82Q: 38 clusters Score -1.117664e+08 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 105518 members 
Mstep: Class 3 contains 394 members 
Mstep: Class 4 contains 1978 members 
Mstep: Class 5 contains 58680 members 
Mstep: Class 6 contains 28230 members 
Mstep: Class 7 contains 12080 members 
Mstep: Class 8 contains 16183 members 
Mstep: Class 9 contains 101551 members 
Mstep: Class 10 contains 5987 members 
Mstep: Class 11 contains 7415 members 
Mstep: Class 12 contains 853 members 
Mstep: Class 13 contains 101410 members 
Mstep: Class 14 contains 35089 members 
Mstep: Class 15 contains 106521 members 
Mstep: Class 16 contains 3504 members 
Mstep: Class 17 contains 7292 members 
Mstep: Class 18 contains 9942 members 
Mstep: Class 19 contains 14627 members 
Mstep: Class 20 contains 6566 members 
Mstep: Class 21 contains 2140 members 
Mstep: Class 22 contains 14681 members 
Mstep: Class 23 contains 102280 members 
Mstep: Class 24 contains 49735 members 
Mstep: Class 25 contains 89877 members 
Mstep: Class 26 contains 514 members 
Mstep: Class 27 contains 1021 members 
Mstep: Class 28 contains 7648 members 
Mstep: Class 29 contains 6457 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 9314 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 2935 members 
Mstep: Class 34 contains 399 members 
Mstep: Class 35 contains 3832 members 
Mstep: Class 36 contains 430 members 
Mstep: Class 37 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111766752.000000 Penalty: 82554.226562
Iteration 83Q: 38 clusters Score -1.117668e+08 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 105415 members 
Mstep: Class 3 contains 394 members 
Mstep: Class 4 contains 1981 members 
Mstep: Class 5 contains 58766 members 
Mstep: Class 6 contains 28162 members 
Mstep: Class 7 contains 12050 members 
Mstep: Class 8 contains 16273 members 
Mstep: Class 9 contains 101546 members 
Mstep: Class 10 contains 6000 members 
Mstep: Class 11 contains 7363 members 
Mstep: Class 12 contains 870 members 
Mstep: Class 13 contains 101371 members 
Mstep: Class 14 contains 35092 members 
Mstep: Class 15 contains 106427 members 
Mstep: Class 16 contains 3513 members 
Mstep: Class 17 contains 7289 members 
Mstep: Class 18 contains 9933 members 
Mstep: Class 19 contains 14630 members 
Mstep: Class 20 contains 6564 members 
Mstep: Class 21 contains 2193 members 
Mstep: Class 22 contains 14785 members 
Mstep: Class 23 contains 102204 members 
Mstep: Class 24 contains 49989 members 
Mstep: Class 25 contains 89562 members 
Mstep: Class 26 contains 511 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 7639 members 
Mstep: Class 29 contains 6473 members 
Mstep: Class 30 contains 1527 members 
Mstep: Class 31 contains 9314 members 
Mstep: Class 32 contains 352 members 
Mstep: Class 33 contains 2956 members 
Mstep: Class 34 contains 405 members 
Mstep: Class 35 contains 3992 members 
Mstep: Class 36 contains 431 members 
Mstep: Class 37 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111767536.000000 Penalty: 82554.226562
Iteration 84Q: 38 clusters Score -1.117675e+08 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 105324 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 1985 members 
Mstep: Class 5 contains 58897 members 
Mstep: Class 6 contains 28105 members 
Mstep: Class 7 contains 12013 members 
Mstep: Class 8 contains 16391 members 
Mstep: Class 9 contains 101577 members 
Mstep: Class 10 contains 5998 members 
Mstep: Class 11 contains 7336 members 
Mstep: Class 12 contains 881 members 
Mstep: Class 13 contains 101309 members 
Mstep: Class 14 contains 35113 members 
Mstep: Class 15 contains 106304 members 
Mstep: Class 16 contains 3517 members 
Mstep: Class 17 contains 7288 members 
Mstep: Class 18 contains 9923 members 
Mstep: Class 19 contains 14618 members 
Mstep: Class 20 contains 6562 members 
Mstep: Class 21 contains 2219 members 
Mstep: Class 22 contains 14874 members 
Mstep: Class 23 contains 102141 members 
Mstep: Class 24 contains 50228 members 
Mstep: Class 25 contains 89232 members 
Mstep: Class 26 contains 510 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7637 members 
Mstep: Class 29 contains 6481 members 
Mstep: Class 30 contains 1520 members 
Mstep: Class 31 contains 9313 members 
Mstep: Class 32 contains 352 members 
Mstep: Class 33 contains 2975 members 
Mstep: Class 34 contains 407 members 
Mstep: Class 35 contains 4121 members 
Mstep: Class 36 contains 431 members 
Mstep: Class 37 contains 605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111767816.000000 Penalty: 82554.226562
Iteration 85Q: 38 clusters Score -1.117678e+08 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 105194 members 
Mstep: Class 3 contains 402 members 
Mstep: Class 4 contains 1983 members 
Mstep: Class 5 contains 59055 members 
Mstep: Class 6 contains 28054 members 
Mstep: Class 7 contains 11994 members 
Mstep: Class 8 contains 16487 members 
Mstep: Class 9 contains 101609 members 
Mstep: Class 10 contains 5995 members 
Mstep: Class 11 contains 7312 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 101226 members 
Mstep: Class 14 contains 35146 members 
Mstep: Class 15 contains 106224 members 
Mstep: Class 16 contains 3524 members 
Mstep: Class 17 contains 7284 members 
Mstep: Class 18 contains 9918 members 
Mstep: Class 19 contains 14614 members 
Mstep: Class 20 contains 6563 members 
Mstep: Class 21 contains 2251 members 
Mstep: Class 22 contains 14969 members 
Mstep: Class 23 contains 102049 members 
Mstep: Class 24 contains 50470 members 
Mstep: Class 25 contains 88916 members 
Mstep: Class 26 contains 505 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 7635 members 
Mstep: Class 29 contains 6485 members 
Mstep: Class 30 contains 1517 members 
Mstep: Class 31 contains 9311 members 
Mstep: Class 32 contains 352 members 
Mstep: Class 33 contains 2993 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 4220 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111768096.000000 Penalty: 82554.226562
Iteration 86Q: 38 clusters Score -1.117681e+08 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 105166 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 1981 members 
Mstep: Class 5 contains 59216 members 
Mstep: Class 6 contains 28003 members 
Mstep: Class 7 contains 11961 members 
Mstep: Class 8 contains 16580 members 
Mstep: Class 9 contains 101586 members 
Mstep: Class 10 contains 5993 members 
Mstep: Class 11 contains 7294 members 
Mstep: Class 12 contains 897 members 
Mstep: Class 13 contains 101120 members 
Mstep: Class 14 contains 35167 members 
Mstep: Class 15 contains 106179 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7273 members 
Mstep: Class 18 contains 9911 members 
Mstep: Class 19 contains 14611 members 
Mstep: Class 20 contains 6567 members 
Mstep: Class 21 contains 2274 members 
Mstep: Class 22 contains 15052 members 
Mstep: Class 23 contains 101974 members 
Mstep: Class 24 contains 50718 members 
Mstep: Class 25 contains 88595 members 
Mstep: Class 26 contains 503 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 7620 members 
Mstep: Class 29 contains 6493 members 
Mstep: Class 30 contains 1514 members 
Mstep: Class 31 contains 9315 members 
Mstep: Class 32 contains 352 members 
Mstep: Class 33 contains 2994 members 
Mstep: Class 34 contains 417 members 
Mstep: Class 35 contains 4311 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111768440.000000 Penalty: 82554.226562
Iteration 87Q: 38 clusters Score -1.117684e+08 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 105148 members 
Mstep: Class 3 contains 410 members 
Mstep: Class 4 contains 1980 members 
Mstep: Class 5 contains 59357 members 
Mstep: Class 6 contains 27954 members 
Mstep: Class 7 contains 11937 members 
Mstep: Class 8 contains 16697 members 
Mstep: Class 9 contains 101566 members 
Mstep: Class 10 contains 5995 members 
Mstep: Class 11 contains 7269 members 
Mstep: Class 12 contains 903 members 
Mstep: Class 13 contains 100993 members 
Mstep: Class 14 contains 35181 members 
Mstep: Class 15 contains 106197 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7263 members 
Mstep: Class 18 contains 9906 members 
Mstep: Class 19 contains 14616 members 
Mstep: Class 20 contains 6563 members 
Mstep: Class 21 contains 2307 members 
Mstep: Class 22 contains 15125 members 
Mstep: Class 23 contains 101908 members 
Mstep: Class 24 contains 50924 members 
Mstep: Class 25 contains 88239 members 
Mstep: Class 26 contains 504 members 
Mstep: Class 27 contains 1031 members 
Mstep: Class 28 contains 7609 members 
Mstep: Class 29 contains 6493 members 
Mstep: Class 30 contains 1510 members 
Mstep: Class 31 contains 9314 members 
Mstep: Class 32 contains 352 members 
Mstep: Class 33 contains 3004 members 
Mstep: Class 34 contains 421 members 
Mstep: Class 35 contains 4407 members 
Mstep: Class 36 contains 437 members 
Mstep: Class 37 contains 578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111768576.000000 Penalty: 82554.226562
Iteration 88Q: 38 clusters Score -1.117686e+08 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 105100 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 1984 members 
Mstep: Class 5 contains 59491 members 
Mstep: Class 6 contains 27914 members 
Mstep: Class 7 contains 11906 members 
Mstep: Class 8 contains 16804 members 
Mstep: Class 9 contains 101563 members 
Mstep: Class 10 contains 6001 members 
Mstep: Class 11 contains 7242 members 
Mstep: Class 12 contains 906 members 
Mstep: Class 13 contains 100863 members 
Mstep: Class 14 contains 35198 members 
Mstep: Class 15 contains 106234 members 
Mstep: Class 16 contains 3533 members 
Mstep: Class 17 contains 7255 members 
Mstep: Class 18 contains 9910 members 
Mstep: Class 19 contains 14620 members 
Mstep: Class 20 contains 6561 members 
Mstep: Class 21 contains 2334 members 
Mstep: Class 22 contains 15189 members 
Mstep: Class 23 contains 101840 members 
Mstep: Class 24 contains 51129 members 
Mstep: Class 25 contains 87899 members 
Mstep: Class 26 contains 505 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 7596 members 
Mstep: Class 29 contains 6499 members 
Mstep: Class 30 contains 1510 members 
Mstep: Class 31 contains 9311 members 
Mstep: Class 32 contains 352 members 
Mstep: Class 33 contains 3014 members 
Mstep: Class 34 contains 425 members 
Mstep: Class 35 contains 4485 members 
Mstep: Class 36 contains 440 members 
Mstep: Class 37 contains 570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111768952.000000 Penalty: 82554.226562
Iteration 89Q: 38 clusters Score -1.11769e+08 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 105101 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 1989 members 
Mstep: Class 5 contains 59645 members 
Mstep: Class 6 contains 27888 members 
Mstep: Class 7 contains 11878 members 
Mstep: Class 8 contains 16925 members 
Mstep: Class 9 contains 101553 members 
Mstep: Class 10 contains 6012 members 
Mstep: Class 11 contains 7219 members 
Mstep: Class 12 contains 908 members 
Mstep: Class 13 contains 100713 members 
Mstep: Class 14 contains 35212 members 
Mstep: Class 15 contains 106190 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7251 members 
Mstep: Class 18 contains 9903 members 
Mstep: Class 19 contains 14631 members 
Mstep: Class 20 contains 6560 members 
Mstep: Class 21 contains 2356 members 
Mstep: Class 22 contains 15247 members 
Mstep: Class 23 contains 101787 members 
Mstep: Class 24 contains 51328 members 
Mstep: Class 25 contains 87570 members 
Mstep: Class 26 contains 505 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 7586 members 
Mstep: Class 29 contains 6504 members 
Mstep: Class 30 contains 1507 members 
Mstep: Class 31 contains 9309 members 
Mstep: Class 32 contains 352 members 
Mstep: Class 33 contains 3025 members 
Mstep: Class 34 contains 426 members 
Mstep: Class 35 contains 4559 members 
Mstep: Class 36 contains 441 members 
Mstep: Class 37 contains 567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769288.000000 Penalty: 82554.226562
Iteration 90Q: 38 clusters Score -1.117693e+08 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 105062 members 
Mstep: Class 3 contains 413 members 
Mstep: Class 4 contains 1994 members 
Mstep: Class 5 contains 59795 members 
Mstep: Class 6 contains 27864 members 
Mstep: Class 7 contains 11840 members 
Mstep: Class 8 contains 17037 members 
Mstep: Class 9 contains 101521 members 
Mstep: Class 10 contains 6020 members 
Mstep: Class 11 contains 7211 members 
Mstep: Class 12 contains 919 members 
Mstep: Class 13 contains 100631 members 
Mstep: Class 14 contains 35228 members 
Mstep: Class 15 contains 106204 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7242 members 
Mstep: Class 18 contains 9904 members 
Mstep: Class 19 contains 14637 members 
Mstep: Class 20 contains 6563 members 
Mstep: Class 21 contains 2372 members 
Mstep: Class 22 contains 15303 members 
Mstep: Class 23 contains 101714 members 
Mstep: Class 24 contains 51547 members 
Mstep: Class 25 contains 87215 members 
Mstep: Class 26 contains 504 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 7578 members 
Mstep: Class 29 contains 6506 members 
Mstep: Class 30 contains 1501 members 
Mstep: Class 31 contains 9303 members 
Mstep: Class 32 contains 353 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 427 members 
Mstep: Class 35 contains 4616 members 
Mstep: Class 36 contains 442 members 
Mstep: Class 37 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769456.000000 Penalty: 82554.226562
Iteration 91Q: 38 clusters Score -1.117695e+08 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 104998 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 2001 members 
Mstep: Class 5 contains 59958 members 
Mstep: Class 6 contains 27843 members 
Mstep: Class 7 contains 11819 members 
Mstep: Class 8 contains 17168 members 
Mstep: Class 9 contains 101485 members 
Mstep: Class 10 contains 6026 members 
Mstep: Class 11 contains 7209 members 
Mstep: Class 12 contains 921 members 
Mstep: Class 13 contains 100562 members 
Mstep: Class 14 contains 35246 members 
Mstep: Class 15 contains 106235 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7241 members 
Mstep: Class 18 contains 9909 members 
Mstep: Class 19 contains 14637 members 
Mstep: Class 20 contains 6562 members 
Mstep: Class 21 contains 2385 members 
Mstep: Class 22 contains 15342 members 
Mstep: Class 23 contains 101671 members 
Mstep: Class 24 contains 51759 members 
Mstep: Class 25 contains 86795 members 
Mstep: Class 26 contains 504 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 7575 members 
Mstep: Class 29 contains 6510 members 
Mstep: Class 30 contains 1498 members 
Mstep: Class 31 contains 9300 members 
Mstep: Class 32 contains 353 members 
Mstep: Class 33 contains 3038 members 
Mstep: Class 34 contains 430 members 
Mstep: Class 35 contains 4662 members 
Mstep: Class 36 contains 442 members 
Mstep: Class 37 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111770112.000000 Penalty: 82554.226562
Iteration 92Q: 38 clusters Score -1.117701e+08 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 105008 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 2006 members 
Mstep: Class 5 contains 60110 members 
Mstep: Class 6 contains 27806 members 
Mstep: Class 7 contains 11810 members 
Mstep: Class 8 contains 17308 members 
Mstep: Class 9 contains 101520 members 
Mstep: Class 10 contains 6044 members 
Mstep: Class 11 contains 7210 members 
Mstep: Class 12 contains 925 members 
Mstep: Class 13 contains 100512 members 
Mstep: Class 14 contains 35256 members 
Mstep: Class 15 contains 106150 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7232 members 
Mstep: Class 18 contains 9914 members 
Mstep: Class 19 contains 14632 members 
Mstep: Class 20 contains 6554 members 
Mstep: Class 21 contains 2400 members 
Mstep: Class 22 contains 15380 members 
Mstep: Class 23 contains 101616 members 
Mstep: Class 24 contains 51924 members 
Mstep: Class 25 contains 86396 members 
Mstep: Class 26 contains 504 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 7577 members 
Mstep: Class 29 contains 6517 members 
Mstep: Class 30 contains 1499 members 
Mstep: Class 31 contains 9303 members 
Mstep: Class 32 contains 353 members 
Mstep: Class 33 contains 3039 members 
Mstep: Class 34 contains 430 members 
Mstep: Class 35 contains 4705 members 
Mstep: Class 36 contains 442 members 
Mstep: Class 37 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111770144.000000 Penalty: 82554.226562
Iteration 93Q: 38 clusters Score -1.117701e+08 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 105001 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 2012 members 
Mstep: Class 5 contains 60249 members 
Mstep: Class 6 contains 27777 members 
Mstep: Class 7 contains 11801 members 
Mstep: Class 8 contains 17476 members 
Mstep: Class 9 contains 101522 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 7211 members 
Mstep: Class 12 contains 933 members 
Mstep: Class 13 contains 100465 members 
Mstep: Class 14 contains 35258 members 
Mstep: Class 15 contains 106131 members 
Mstep: Class 16 contains 3528 members 
Mstep: Class 17 contains 7226 members 
Mstep: Class 18 contains 9908 members 
Mstep: Class 19 contains 14631 members 
Mstep: Class 20 contains 6552 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 15403 members 
Mstep: Class 23 contains 101565 members 
Mstep: Class 24 contains 52102 members 
Mstep: Class 25 contains 85955 members 
Mstep: Class 26 contains 504 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 7574 members 
Mstep: Class 29 contains 6517 members 
Mstep: Class 30 contains 1497 members 
Mstep: Class 31 contains 9306 members 
Mstep: Class 32 contains 353 members 
Mstep: Class 33 contains 3044 members 
Mstep: Class 34 contains 429 members 
Mstep: Class 35 contains 4766 members 
Mstep: Class 36 contains 442 members 
Mstep: Class 37 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111770240.000000 Penalty: 82554.226562
Iteration 94Q: 38 clusters Score -1.117702e+08 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 104986 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 2016 members 
Mstep: Class 5 contains 60374 members 
Mstep: Class 6 contains 27767 members 
Mstep: Class 7 contains 11766 members 
Mstep: Class 8 contains 17646 members 
Mstep: Class 9 contains 101511 members 
Mstep: Class 10 contains 6076 members 
Mstep: Class 11 contains 7212 members 
Mstep: Class 12 contains 940 members 
Mstep: Class 13 contains 100429 members 
Mstep: Class 14 contains 35259 members 
Mstep: Class 15 contains 106130 members 
Mstep: Class 16 contains 3525 members 
Mstep: Class 17 contains 7223 members 
Mstep: Class 18 contains 9909 members 
Mstep: Class 19 contains 14629 members 
Mstep: Class 20 contains 6549 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 15423 members 
Mstep: Class 23 contains 101567 members 
Mstep: Class 24 contains 52275 members 
Mstep: Class 25 contains 85491 members 
Mstep: Class 26 contains 504 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 7573 members 
Mstep: Class 29 contains 6521 members 
Mstep: Class 30 contains 1494 members 
Mstep: Class 31 contains 9305 members 
Mstep: Class 32 contains 353 members 
Mstep: Class 33 contains 3049 members 
Mstep: Class 34 contains 427 members 
Mstep: Class 35 contains 4818 members 
Mstep: Class 36 contains 442 members 
Mstep: Class 37 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111770464.000000 Penalty: 82554.226562
Iteration 95Q: 38 clusters Score -1.117705e+08 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 105010 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 2016 members 
Mstep: Class 5 contains 60480 members 
Mstep: Class 6 contains 27762 members 
Mstep: Class 7 contains 11738 members 
Mstep: Class 8 contains 17852 members 
Mstep: Class 9 contains 101508 members 
Mstep: Class 10 contains 6083 members 
Mstep: Class 11 contains 7215 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 100367 members 
Mstep: Class 14 contains 35253 members 
Mstep: Class 15 contains 106154 members 
Mstep: Class 16 contains 3525 members 
Mstep: Class 17 contains 7221 members 
Mstep: Class 18 contains 9910 members 
Mstep: Class 19 contains 14622 members 
Mstep: Class 20 contains 6553 members 
Mstep: Class 21 contains 2430 members 
Mstep: Class 22 contains 15441 members 
Mstep: Class 23 contains 101536 members 
Mstep: Class 24 contains 52460 members 
Mstep: Class 25 contains 85003 members 
Mstep: Class 26 contains 504 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 7558 members 
Mstep: Class 29 contains 6521 members 
Mstep: Class 30 contains 1490 members 
Mstep: Class 31 contains 9306 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 3051 members 
Mstep: Class 34 contains 428 members 
Mstep: Class 35 contains 4873 members 
Mstep: Class 36 contains 442 members 
Mstep: Class 37 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111770384.000000 Penalty: 82554.226562
Iteration 96Q: 38 clusters Score -1.117704e+08 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 104966 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 60605 members 
Mstep: Class 6 contains 27748 members 
Mstep: Class 7 contains 11710 members 
Mstep: Class 8 contains 18067 members 
Mstep: Class 9 contains 101530 members 
Mstep: Class 10 contains 6107 members 
Mstep: Class 11 contains 7217 members 
Mstep: Class 12 contains 957 members 
Mstep: Class 13 contains 100303 members 
Mstep: Class 14 contains 35258 members 
Mstep: Class 15 contains 106195 members 
Mstep: Class 16 contains 3523 members 
Mstep: Class 17 contains 7219 members 
Mstep: Class 18 contains 9911 members 
Mstep: Class 19 contains 14620 members 
Mstep: Class 20 contains 6550 members 
Mstep: Class 21 contains 2437 members 
Mstep: Class 22 contains 15457 members 
Mstep: Class 23 contains 101528 members 
Mstep: Class 24 contains 52640 members 
Mstep: Class 25 contains 84489 members 
Mstep: Class 26 contains 504 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 7544 members 
Mstep: Class 29 contains 6524 members 
Mstep: Class 30 contains 1487 members 
Mstep: Class 31 contains 9306 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 3052 members 
Mstep: Class 34 contains 430 members 
Mstep: Class 35 contains 4920 members 
Mstep: Class 36 contains 442 members 
Mstep: Class 37 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111770640.000000 Penalty: 82554.226562
Iteration 97Q: 38 clusters Score -1.117706e+08 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 104974 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 60726 members 
Mstep: Class 6 contains 27735 members 
Mstep: Class 7 contains 11695 members 
Mstep: Class 8 contains 18306 members 
Mstep: Class 9 contains 101531 members 
Mstep: Class 10 contains 6145 members 
Mstep: Class 11 contains 7207 members 
Mstep: Class 12 contains 966 members 
Mstep: Class 13 contains 100247 members 
Mstep: Class 14 contains 35262 members 
Mstep: Class 15 contains 106217 members 
Mstep: Class 16 contains 3520 members 
Mstep: Class 17 contains 7224 members 
Mstep: Class 18 contains 9909 members 
Mstep: Class 19 contains 14610 members 
Mstep: Class 20 contains 6550 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 15468 members 
Mstep: Class 23 contains 101487 members 
Mstep: Class 24 contains 52826 members 
Mstep: Class 25 contains 83934 members 
Mstep: Class 26 contains 504 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 7539 members 
Mstep: Class 29 contains 6527 members 
Mstep: Class 30 contains 1481 members 
Mstep: Class 31 contains 9307 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 3052 members 
Mstep: Class 34 contains 431 members 
Mstep: Class 35 contains 4971 members 
Mstep: Class 36 contains 443 members 
Mstep: Class 37 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111770616.000000 Penalty: 82554.226562
Iteration 98Q: 38 clusters Score -1.117706e+08 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 104999 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 2017 members 
Mstep: Class 5 contains 60856 members 
Mstep: Class 6 contains 27710 members 
Mstep: Class 7 contains 11671 members 
Mstep: Class 8 contains 18582 members 
Mstep: Class 9 contains 101488 members 
Mstep: Class 10 contains 6180 members 
Mstep: Class 11 contains 7205 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 100200 members 
Mstep: Class 14 contains 35269 members 
Mstep: Class 15 contains 106250 members 
Mstep: Class 16 contains 3519 members 
Mstep: Class 17 contains 7226 members 
Mstep: Class 18 contains 9905 members 
Mstep: Class 19 contains 14611 members 
Mstep: Class 20 contains 6546 members 
Mstep: Class 21 contains 2468 members 
Mstep: Class 22 contains 15490 members 
Mstep: Class 23 contains 101405 members 
Mstep: Class 24 contains 52998 members 
Mstep: Class 25 contains 83418 members 
Mstep: Class 26 contains 504 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 7525 members 
Mstep: Class 29 contains 6520 members 
Mstep: Class 30 contains 1479 members 
Mstep: Class 31 contains 9307 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 3053 members 
Mstep: Class 34 contains 434 members 
Mstep: Class 35 contains 5015 members 
Mstep: Class 36 contains 443 members 
Mstep: Class 37 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111770640.000000 Penalty: 82554.226562
Iteration 99Q: 38 clusters Score -1.117706e+08 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 104974 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 2020 members 
Mstep: Class 5 contains 61041 members 
Mstep: Class 6 contains 27703 members 
Mstep: Class 7 contains 11657 members 
Mstep: Class 8 contains 18869 members 
Mstep: Class 9 contains 101466 members 
Mstep: Class 10 contains 6218 members 
Mstep: Class 11 contains 7203 members 
Mstep: Class 12 contains 974 members 
Mstep: Class 13 contains 100188 members 
Mstep: Class 14 contains 35282 members 
Mstep: Class 15 contains 106208 members 
Mstep: Class 16 contains 3522 members 
Mstep: Class 17 contains 7222 members 
Mstep: Class 18 contains 9903 members 
Mstep: Class 19 contains 14601 members 
Mstep: Class 20 contains 6545 members 
Mstep: Class 21 contains 2483 members 
Mstep: Class 22 contains 15513 members 
Mstep: Class 23 contains 101279 members 
Mstep: Class 24 contains 53187 members 
Mstep: Class 25 contains 82893 members 
Mstep: Class 26 contains 504 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 7514 members 
Mstep: Class 29 contains 6527 members 
Mstep: Class 30 contains 1478 members 
Mstep: Class 31 contains 9306 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 3054 members 
Mstep: Class 34 contains 435 members 
Mstep: Class 35 contains 5049 members 
Mstep: Class 36 contains 443 members 
Mstep: Class 37 contains 559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111771312.000000 Penalty: 82554.226562
Iteration 100F: 38 clusters Score -1.117713e+08 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 104894 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 2020 members 
Mstep: Class 5 contains 61257 members 
Mstep: Class 6 contains 27655 members 
Mstep: Class 7 contains 11643 members 
Mstep: Class 8 contains 19159 members 
Mstep: Class 9 contains 101483 members 
Mstep: Class 10 contains 6242 members 
Mstep: Class 11 contains 7209 members 
Mstep: Class 12 contains 979 members 
Mstep: Class 13 contains 100195 members 
Mstep: Class 14 contains 35298 members 
Mstep: Class 15 contains 106159 members 
Mstep: Class 16 contains 3524 members 
Mstep: Class 17 contains 7220 members 
Mstep: Class 18 contains 9898 members 
Mstep: Class 19 contains 14591 members 
Mstep: Class 20 contains 6540 members 
Mstep: Class 21 contains 2501 members 
Mstep: Class 22 contains 15543 members 
Mstep: Class 23 contains 101194 members 
Mstep: Class 24 contains 53387 members 
Mstep: Class 25 contains 82342 members 
Mstep: Class 26 contains 515 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 7497 members 
Mstep: Class 29 contains 6532 members 
Mstep: Class 30 contains 1476 members 
Mstep: Class 31 contains 9306 members 
Mstep: Class 32 contains 368 members 
Mstep: Class 33 contains 3054 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 5081 members 
Mstep: Class 36 contains 443 members 
Mstep: Class 37 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111771888.000000 Penalty: 82554.226562
Iteration 101Q: 38 clusters Score -1.117719e+08 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 104865 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 2024 members 
Mstep: Class 5 contains 61435 members 
Mstep: Class 6 contains 27608 members 
Mstep: Class 7 contains 11629 members 
Mstep: Class 8 contains 19523 members 
Mstep: Class 9 contains 101457 members 
Mstep: Class 10 contains 6263 members 
Mstep: Class 11 contains 7213 members 
Mstep: Class 12 contains 985 members 
Mstep: Class 13 contains 100163 members 
Mstep: Class 14 contains 35309 members 
Mstep: Class 15 contains 106135 members 
Mstep: Class 16 contains 3526 members 
Mstep: Class 17 contains 7219 members 
Mstep: Class 18 contains 9901 members 
Mstep: Class 19 contains 14595 members 
Mstep: Class 20 contains 6540 members 
Mstep: Class 21 contains 2528 members 
Mstep: Class 22 contains 15581 members 
Mstep: Class 23 contains 101087 members 
Mstep: Class 24 contains 53555 members 
Mstep: Class 25 contains 81753 members 
Mstep: Class 26 contains 520 members 
Mstep: Class 27 contains 1044 members 
Mstep: Class 28 contains 7487 members 
Mstep: Class 29 contains 6537 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 9306 members 
Mstep: Class 32 contains 375 members 
Mstep: Class 33 contains 3055 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 5128 members 
Mstep: Class 36 contains 443 members 
Mstep: Class 37 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111772072.000000 Penalty: 82554.226562
Iteration 102Q: 38 clusters Score -1.117721e+08 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 104827 members 
Mstep: Class 3 contains 420 members 
Mstep: Class 4 contains 2027 members 
Mstep: Class 5 contains 61612 members 
Mstep: Class 6 contains 27581 members 
Mstep: Class 7 contains 11616 members 
Mstep: Class 8 contains 19854 members 
Mstep: Class 9 contains 101474 members 
Mstep: Class 10 contains 6285 members 
Mstep: Class 11 contains 7207 members 
Mstep: Class 12 contains 988 members 
Mstep: Class 13 contains 100085 members 
Mstep: Class 14 contains 35314 members 
Mstep: Class 15 contains 106156 members 
Mstep: Class 16 contains 3528 members 
Mstep: Class 17 contains 7216 members 
Mstep: Class 18 contains 9909 members 
Mstep: Class 19 contains 14599 members 
Mstep: Class 20 contains 6545 members 
Mstep: Class 21 contains 2539 members 
Mstep: Class 22 contains 15612 members 
Mstep: Class 23 contains 101054 members 
Mstep: Class 24 contains 53706 members 
Mstep: Class 25 contains 81118 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 7478 members 
Mstep: Class 29 contains 6543 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 9307 members 
Mstep: Class 32 contains 374 members 
Mstep: Class 33 contains 3058 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 5172 members 
Mstep: Class 36 contains 443 members 
Mstep: Class 37 contains 556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111772376.000000 Penalty: 82554.226562
Iteration 103Q: 38 clusters Score -1.117724e+08 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 104758 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 2030 members 
Mstep: Class 5 contains 61785 members 
Mstep: Class 6 contains 27545 members 
Mstep: Class 7 contains 11590 members 
Mstep: Class 8 contains 20217 members 
Mstep: Class 9 contains 101510 members 
Mstep: Class 10 contains 6307 members 
Mstep: Class 11 contains 7208 members 
Mstep: Class 12 contains 989 members 
Mstep: Class 13 contains 100023 members 
Mstep: Class 14 contains 35314 members 
Mstep: Class 15 contains 106116 members 
Mstep: Class 16 contains 3536 members 
Mstep: Class 17 contains 7217 members 
Mstep: Class 18 contains 9909 members 
Mstep: Class 19 contains 14598 members 
Mstep: Class 20 contains 6553 members 
Mstep: Class 21 contains 2560 members 
Mstep: Class 22 contains 15640 members 
Mstep: Class 23 contains 101095 members 
Mstep: Class 24 contains 53845 members 
Mstep: Class 25 contains 80469 members 
Mstep: Class 26 contains 518 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 7474 members 
Mstep: Class 29 contains 6544 members 
Mstep: Class 30 contains 1460 members 
Mstep: Class 31 contains 9308 members 
Mstep: Class 32 contains 377 members 
Mstep: Class 33 contains 3060 members 
Mstep: Class 34 contains 445 members 
Mstep: Class 35 contains 5212 members 
Mstep: Class 36 contains 444 members 
Mstep: Class 37 contains 556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111772744.000000 Penalty: 82554.226562
Iteration 104Q: 38 clusters Score -1.117727e+08 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 104735 members 
Mstep: Class 3 contains 420 members 
Mstep: Class 4 contains 2030 members 
Mstep: Class 5 contains 61919 members 
Mstep: Class 6 contains 27523 members 
Mstep: Class 7 contains 11581 members 
Mstep: Class 8 contains 20554 members 
Mstep: Class 9 contains 101521 members 
Mstep: Class 10 contains 6342 members 
Mstep: Class 11 contains 7203 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 99969 members 
Mstep: Class 14 contains 35316 members 
Mstep: Class 15 contains 106098 members 
Mstep: Class 16 contains 3534 members 
Mstep: Class 17 contains 7225 members 
Mstep: Class 18 contains 9909 members 
Mstep: Class 19 contains 14597 members 
Mstep: Class 20 contains 6550 members 
Mstep: Class 21 contains 2573 members 
Mstep: Class 22 contains 15672 members 
Mstep: Class 23 contains 101086 members 
Mstep: Class 24 contains 53984 members 
Mstep: Class 25 contains 79850 members 
Mstep: Class 26 contains 515 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 7468 members 
Mstep: Class 29 contains 6547 members 
Mstep: Class 30 contains 1459 members 
Mstep: Class 31 contains 9307 members 
Mstep: Class 32 contains 379 members 
Mstep: Class 33 contains 3061 members 
Mstep: Class 34 contains 446 members 
Mstep: Class 35 contains 5271 members 
Mstep: Class 36 contains 445 members 
Mstep: Class 37 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111772680.000000 Penalty: 82554.226562
Iteration 105Q: 38 clusters Score -1.117727e+08 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 104716 members 
Mstep: Class 3 contains 420 members 
Mstep: Class 4 contains 2031 members 
Mstep: Class 5 contains 62046 members 
Mstep: Class 6 contains 27513 members 
Mstep: Class 7 contains 11565 members 
Mstep: Class 8 contains 20897 members 
Mstep: Class 9 contains 101529 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 7195 members 
Mstep: Class 12 contains 996 members 
Mstep: Class 13 contains 99923 members 
Mstep: Class 14 contains 35322 members 
Mstep: Class 15 contains 106119 members 
Mstep: Class 16 contains 3535 members 
Mstep: Class 17 contains 7229 members 
Mstep: Class 18 contains 9907 members 
Mstep: Class 19 contains 14596 members 
Mstep: Class 20 contains 6549 members 
Mstep: Class 21 contains 2585 members 
Mstep: Class 22 contains 15702 members 
Mstep: Class 23 contains 101104 members 
Mstep: Class 24 contains 54123 members 
Mstep: Class 25 contains 79173 members 
Mstep: Class 26 contains 517 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 7461 members 
Mstep: Class 29 contains 6556 members 
Mstep: Class 30 contains 1454 members 
Mstep: Class 31 contains 9308 members 
Mstep: Class 32 contains 379 members 
Mstep: Class 33 contains 3063 members 
Mstep: Class 34 contains 447 members 
Mstep: Class 35 contains 5313 members 
Mstep: Class 36 contains 445 members 
Mstep: Class 37 contains 556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111772776.000000 Penalty: 82554.226562
Iteration 106Q: 38 clusters Score -1.117728e+08 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 104746 members 
Mstep: Class 3 contains 422 members 
Mstep: Class 4 contains 2030 members 
Mstep: Class 5 contains 62213 members 
Mstep: Class 6 contains 27508 members 
Mstep: Class 7 contains 11562 members 
Mstep: Class 8 contains 21209 members 
Mstep: Class 9 contains 101589 members 
Mstep: Class 10 contains 6398 members 
Mstep: Class 11 contains 7184 members 
Mstep: Class 12 contains 1002 members 
Mstep: Class 13 contains 99839 members 
Mstep: Class 14 contains 35320 members 
Mstep: Class 15 contains 106081 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7228 members 
Mstep: Class 18 contains 9910 members 
Mstep: Class 19 contains 14598 members 
Mstep: Class 20 contains 6555 members 
Mstep: Class 21 contains 2595 members 
Mstep: Class 22 contains 15727 members 
Mstep: Class 23 contains 101125 members 
Mstep: Class 24 contains 54256 members 
Mstep: Class 25 contains 78466 members 
Mstep: Class 26 contains 518 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 7461 members 
Mstep: Class 29 contains 6566 members 
Mstep: Class 30 contains 1454 members 
Mstep: Class 31 contains 9308 members 
Mstep: Class 32 contains 379 members 
Mstep: Class 33 contains 3064 members 
Mstep: Class 34 contains 447 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 445 members 
Mstep: Class 37 contains 555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111772376.000000 Penalty: 82554.226562
Iteration 107Q: 38 clusters Score -1.117724e+08 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 104729 members 
Mstep: Class 3 contains 425 members 
Mstep: Class 4 contains 2034 members 
Mstep: Class 5 contains 62338 members 
Mstep: Class 6 contains 27498 members 
Mstep: Class 7 contains 11555 members 
Mstep: Class 8 contains 21554 members 
Mstep: Class 9 contains 101623 members 
Mstep: Class 10 contains 6420 members 
Mstep: Class 11 contains 7185 members 
Mstep: Class 12 contains 1007 members 
Mstep: Class 13 contains 99795 members 
Mstep: Class 14 contains 35321 members 
Mstep: Class 15 contains 106134 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7225 members 
Mstep: Class 18 contains 9908 members 
Mstep: Class 19 contains 14603 members 
Mstep: Class 20 contains 6555 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 15755 members 
Mstep: Class 23 contains 101147 members 
Mstep: Class 24 contains 54385 members 
Mstep: Class 25 contains 77724 members 
Mstep: Class 26 contains 517 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 7464 members 
Mstep: Class 29 contains 6573 members 
Mstep: Class 30 contains 1452 members 
Mstep: Class 31 contains 9309 members 
Mstep: Class 32 contains 379 members 
Mstep: Class 33 contains 3065 members 
Mstep: Class 34 contains 447 members 
Mstep: Class 35 contains 5390 members 
Mstep: Class 36 contains 445 members 
Mstep: Class 37 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111772616.000000 Penalty: 82554.226562
Iteration 108Q: 38 clusters Score -1.117726e+08 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 104719 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 2035 members 
Mstep: Class 5 contains 62464 members 
Mstep: Class 6 contains 27504 members 
Mstep: Class 7 contains 11549 members 
Mstep: Class 8 contains 21896 members 
Mstep: Class 9 contains 101670 members 
Mstep: Class 10 contains 6456 members 
Mstep: Class 11 contains 7185 members 
Mstep: Class 12 contains 1007 members 
Mstep: Class 13 contains 99732 members 
Mstep: Class 14 contains 35320 members 
Mstep: Class 15 contains 106184 members 
Mstep: Class 16 contains 3534 members 
Mstep: Class 17 contains 7226 members 
Mstep: Class 18 contains 9904 members 
Mstep: Class 19 contains 14601 members 
Mstep: Class 20 contains 6553 members 
Mstep: Class 21 contains 2613 members 
Mstep: Class 22 contains 15771 members 
Mstep: Class 23 contains 101145 members 
Mstep: Class 24 contains 54544 members 
Mstep: Class 25 contains 76982 members 
Mstep: Class 26 contains 518 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 7452 members 
Mstep: Class 29 contains 6583 members 
Mstep: Class 30 contains 1449 members 
Mstep: Class 31 contains 9308 members 
Mstep: Class 32 contains 379 members 
Mstep: Class 33 contains 3064 members 
Mstep: Class 34 contains 448 members 
Mstep: Class 35 contains 5430 members 
Mstep: Class 36 contains 445 members 
Mstep: Class 37 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773024.000000 Penalty: 82554.226562
Iteration 109Q: 38 clusters Score -1.11773e+08 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 104692 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2038 members 
Mstep: Class 5 contains 62605 members 
Mstep: Class 6 contains 27503 members 
Mstep: Class 7 contains 11520 members 
Mstep: Class 8 contains 22256 members 
Mstep: Class 9 contains 101672 members 
Mstep: Class 10 contains 6488 members 
Mstep: Class 11 contains 7188 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 99672 members 
Mstep: Class 14 contains 35316 members 
Mstep: Class 15 contains 106198 members 
Mstep: Class 16 contains 3537 members 
Mstep: Class 17 contains 7228 members 
Mstep: Class 18 contains 9907 members 
Mstep: Class 19 contains 14608 members 
Mstep: Class 20 contains 6553 members 
Mstep: Class 21 contains 2620 members 
Mstep: Class 22 contains 15790 members 
Mstep: Class 23 contains 101105 members 
Mstep: Class 24 contains 54738 members 
Mstep: Class 25 contains 76315 members 
Mstep: Class 26 contains 518 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 7448 members 
Mstep: Class 29 contains 6591 members 
Mstep: Class 30 contains 1449 members 
Mstep: Class 31 contains 9308 members 
Mstep: Class 32 contains 377 members 
Mstep: Class 33 contains 3064 members 
Mstep: Class 34 contains 448 members 
Mstep: Class 35 contains 5465 members 
Mstep: Class 36 contains 445 members 
Mstep: Class 37 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773112.000000 Penalty: 82554.226562
Iteration 110Q: 38 clusters Score -1.117731e+08 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 104684 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 2045 members 
Mstep: Class 5 contains 62755 members 
Mstep: Class 6 contains 27498 members 
Mstep: Class 7 contains 11509 members 
Mstep: Class 8 contains 22594 members 
Mstep: Class 9 contains 101661 members 
Mstep: Class 10 contains 6518 members 
Mstep: Class 11 contains 7185 members 
Mstep: Class 12 contains 1007 members 
Mstep: Class 13 contains 99641 members 
Mstep: Class 14 contains 35313 members 
Mstep: Class 15 contains 106153 members 
Mstep: Class 16 contains 3541 members 
Mstep: Class 17 contains 7226 members 
Mstep: Class 18 contains 9907 members 
Mstep: Class 19 contains 14613 members 
Mstep: Class 20 contains 6554 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 15802 members 
Mstep: Class 23 contains 101073 members 
Mstep: Class 24 contains 54932 members 
Mstep: Class 25 contains 75666 members 
Mstep: Class 26 contains 520 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 7450 members 
Mstep: Class 29 contains 6597 members 
Mstep: Class 30 contains 1446 members 
Mstep: Class 31 contains 9308 members 
Mstep: Class 32 contains 376 members 
Mstep: Class 33 contains 3064 members 
Mstep: Class 34 contains 448 members 
Mstep: Class 35 contains 5510 members 
Mstep: Class 36 contains 445 members 
Mstep: Class 37 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773440.000000 Penalty: 82554.226562
Iteration 111Q: 38 clusters Score -1.117734e+08 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 104662 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2050 members 
Mstep: Class 5 contains 62883 members 
Mstep: Class 6 contains 27495 members 
Mstep: Class 7 contains 11498 members 
Mstep: Class 8 contains 22957 members 
Mstep: Class 9 contains 101624 members 
Mstep: Class 10 contains 6547 members 
Mstep: Class 11 contains 7187 members 
Mstep: Class 12 contains 1007 members 
Mstep: Class 13 contains 99628 members 
Mstep: Class 14 contains 35309 members 
Mstep: Class 15 contains 106121 members 
Mstep: Class 16 contains 3543 members 
Mstep: Class 17 contains 7225 members 
Mstep: Class 18 contains 9909 members 
Mstep: Class 19 contains 14621 members 
Mstep: Class 20 contains 6548 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 15811 members 
Mstep: Class 23 contains 101087 members 
Mstep: Class 24 contains 55137 members 
Mstep: Class 25 contains 74975 members 
Mstep: Class 26 contains 518 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 7438 members 
Mstep: Class 29 contains 6605 members 
Mstep: Class 30 contains 1445 members 
Mstep: Class 31 contains 9308 members 
Mstep: Class 32 contains 376 members 
Mstep: Class 33 contains 3065 members 
Mstep: Class 34 contains 448 members 
Mstep: Class 35 contains 5564 members 
Mstep: Class 36 contains 445 members 
Mstep: Class 37 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773512.000000 Penalty: 82554.226562
Iteration 112Q: 38 clusters Score -1.117735e+08 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 104673 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 2057 members 
Mstep: Class 5 contains 63019 members 
Mstep: Class 6 contains 27488 members 
Mstep: Class 7 contains 11465 members 
Mstep: Class 8 contains 23295 members 
Mstep: Class 9 contains 101620 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 7187 members 
Mstep: Class 12 contains 1007 members 
Mstep: Class 13 contains 99590 members 
Mstep: Class 14 contains 35310 members 
Mstep: Class 15 contains 106097 members 
Mstep: Class 16 contains 3543 members 
Mstep: Class 17 contains 7227 members 
Mstep: Class 18 contains 9910 members 
Mstep: Class 19 contains 14621 members 
Mstep: Class 20 contains 6542 members 
Mstep: Class 21 contains 2635 members 
Mstep: Class 22 contains 15817 members 
Mstep: Class 23 contains 101100 members 
Mstep: Class 24 contains 55347 members 
Mstep: Class 25 contains 74272 members 
Mstep: Class 26 contains 517 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 7433 members 
Mstep: Class 29 contains 6610 members 
Mstep: Class 30 contains 1444 members 
Mstep: Class 31 contains 9308 members 
Mstep: Class 32 contains 376 members 
Mstep: Class 33 contains 3067 members 
Mstep: Class 34 contains 448 members 
Mstep: Class 35 contains 5611 members 
Mstep: Class 36 contains 445 members 
Mstep: Class 37 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773488.000000 Penalty: 82554.226562
Iteration 113Q: 38 clusters Score -1.117735e+08 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 104693 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 2057 members 
Mstep: Class 5 contains 63150 members 
Mstep: Class 6 contains 27466 members 
Mstep: Class 7 contains 11439 members 
Mstep: Class 8 contains 23652 members 
Mstep: Class 9 contains 101617 members 
Mstep: Class 10 contains 6613 members 
Mstep: Class 11 contains 7186 members 
Mstep: Class 12 contains 1007 members 
Mstep: Class 13 contains 99551 members 
Mstep: Class 14 contains 35308 members 
Mstep: Class 15 contains 106081 members 
Mstep: Class 16 contains 3539 members 
Mstep: Class 17 contains 7229 members 
Mstep: Class 18 contains 9909 members 
Mstep: Class 19 contains 14625 members 
Mstep: Class 20 contains 6541 members 
Mstep: Class 21 contains 2644 members 
Mstep: Class 22 contains 15824 members 
Mstep: Class 23 contains 101096 members 
Mstep: Class 24 contains 55552 members 
Mstep: Class 25 contains 73566 members 
Mstep: Class 26 contains 517 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 7432 members 
Mstep: Class 29 contains 6616 members 
Mstep: Class 30 contains 1443 members 
Mstep: Class 31 contains 9311 members 
Mstep: Class 32 contains 376 members 
Mstep: Class 33 contains 3071 members 
Mstep: Class 34 contains 448 members 
Mstep: Class 35 contains 5660 members 
Mstep: Class 36 contains 445 members 
Mstep: Class 37 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773648.000000 Penalty: 82554.226562
Iteration 114Q: 38 clusters Score -1.117736e+08 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 104730 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 2065 members 
Mstep: Class 5 contains 63292 members 
Mstep: Class 6 contains 27458 members 
Mstep: Class 7 contains 11422 members 
Mstep: Class 8 contains 24006 members 
Mstep: Class 9 contains 101609 members 
Mstep: Class 10 contains 6630 members 
Mstep: Class 11 contains 7185 members 
Mstep: Class 12 contains 1007 members 
Mstep: Class 13 contains 99507 members 
Mstep: Class 14 contains 35307 members 
Mstep: Class 15 contains 106038 members 
Mstep: Class 16 contains 3533 members 
Mstep: Class 17 contains 7233 members 
Mstep: Class 18 contains 9909 members 
Mstep: Class 19 contains 14631 members 
Mstep: Class 20 contains 6546 members 
Mstep: Class 21 contains 2653 members 
Mstep: Class 22 contains 15838 members 
Mstep: Class 23 contains 101105 members 
Mstep: Class 24 contains 55743 members 
Mstep: Class 25 contains 72851 members 
Mstep: Class 26 contains 517 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 7429 members 
Mstep: Class 29 contains 6624 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 9310 members 
Mstep: Class 32 contains 376 members 
Mstep: Class 33 contains 3072 members 
Mstep: Class 34 contains 448 members 
Mstep: Class 35 contains 5704 members 
Mstep: Class 36 contains 444 members 
Mstep: Class 37 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773440.000000 Penalty: 82554.226562
Iteration 115Q: 38 clusters Score -1.117734e+08 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 104721 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 2069 members 
Mstep: Class 5 contains 63454 members 
Mstep: Class 6 contains 27452 members 
Mstep: Class 7 contains 11404 members 
Mstep: Class 8 contains 24366 members 
Mstep: Class 9 contains 101601 members 
Mstep: Class 10 contains 6640 members 
Mstep: Class 11 contains 7179 members 
Mstep: Class 12 contains 1007 members 
Mstep: Class 13 contains 99462 members 
Mstep: Class 14 contains 35314 members 
Mstep: Class 15 contains 106010 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7232 members 
Mstep: Class 18 contains 9907 members 
Mstep: Class 19 contains 14633 members 
Mstep: Class 20 contains 6549 members 
Mstep: Class 21 contains 2658 members 
Mstep: Class 22 contains 15847 members 
Mstep: Class 23 contains 101140 members 
Mstep: Class 24 contains 55950 members 
Mstep: Class 25 contains 72114 members 
Mstep: Class 26 contains 517 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 7431 members 
Mstep: Class 29 contains 6627 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 9309 members 
Mstep: Class 32 contains 376 members 
Mstep: Class 33 contains 3072 members 
Mstep: Class 34 contains 448 members 
Mstep: Class 35 contains 5760 members 
Mstep: Class 36 contains 444 members 
Mstep: Class 37 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774032.000000 Penalty: 82554.226562
Iteration 116Q: 38 clusters Score -1.11774e+08 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 104737 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 2069 members 
Mstep: Class 5 contains 63626 members 
Mstep: Class 6 contains 27440 members 
Mstep: Class 7 contains 11388 members 
Mstep: Class 8 contains 24715 members 
Mstep: Class 9 contains 101613 members 
Mstep: Class 10 contains 6651 members 
Mstep: Class 11 contains 7175 members 
Mstep: Class 12 contains 1007 members 
Mstep: Class 13 contains 99394 members 
Mstep: Class 14 contains 35317 members 
Mstep: Class 15 contains 105985 members 
Mstep: Class 16 contains 3528 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 9908 members 
Mstep: Class 19 contains 14633 members 
Mstep: Class 20 contains 6547 members 
Mstep: Class 21 contains 2662 members 
Mstep: Class 22 contains 15856 members 
Mstep: Class 23 contains 101182 members 
Mstep: Class 24 contains 56166 members 
Mstep: Class 25 contains 71352 members 
Mstep: Class 26 contains 517 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 7432 members 
Mstep: Class 29 contains 6624 members 
Mstep: Class 30 contains 1440 members 
Mstep: Class 31 contains 9310 members 
Mstep: Class 32 contains 376 members 
Mstep: Class 33 contains 3072 members 
Mstep: Class 34 contains 448 members 
Mstep: Class 35 contains 5809 members 
Mstep: Class 36 contains 444 members 
Mstep: Class 37 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774048.000000 Penalty: 82554.226562
Iteration 117Q: 38 clusters Score -1.11774e+08 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 104737 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 2068 members 
Mstep: Class 5 contains 63814 members 
Mstep: Class 6 contains 27438 members 
Mstep: Class 7 contains 11370 members 
Mstep: Class 8 contains 25084 members 
Mstep: Class 9 contains 101597 members 
Mstep: Class 10 contains 6671 members 
Mstep: Class 11 contains 7175 members 
Mstep: Class 12 contains 1008 members 
Mstep: Class 13 contains 99332 members 
Mstep: Class 14 contains 35308 members 
Mstep: Class 15 contains 105964 members 
Mstep: Class 16 contains 3525 members 
Mstep: Class 17 contains 7242 members 
Mstep: Class 18 contains 9902 members 
Mstep: Class 19 contains 14633 members 
Mstep: Class 20 contains 6552 members 
Mstep: Class 21 contains 2663 members 
Mstep: Class 22 contains 15863 members 
Mstep: Class 23 contains 101240 members 
Mstep: Class 24 contains 56386 members 
Mstep: Class 25 contains 70570 members 
Mstep: Class 26 contains 517 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 7430 members 
Mstep: Class 29 contains 6622 members 
Mstep: Class 30 contains 1440 members 
Mstep: Class 31 contains 9309 members 
Mstep: Class 32 contains 376 members 
Mstep: Class 33 contains 3077 members 
Mstep: Class 34 contains 448 members 
Mstep: Class 35 contains 5858 members 
Mstep: Class 36 contains 444 members 
Mstep: Class 37 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774232.000000 Penalty: 82554.226562
Iteration 118Q: 38 clusters Score -1.117742e+08 nChanged 2632
Entering ConstructFrom: 
Score: -111774232.000000 Penalty: 82554.226562
Entering ConstructFrom: 
Trying to split cluster 1 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -54559.429688 Penalty: 1045.352783
	Iteration 0F: 2 clusters Score -54559.43 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 338 members 
Entering Unmasked Estep 
Score: -53519.722656 Penalty: 2090.705566
	Iteration 0F: 3 clusters Score -53519.72 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -54127.890625 Penalty: 2090.705566
	Iteration 1F: 3 clusters Score -54127.89 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -54412.312500 Penalty: 2090.705566
	Iteration 2F: 3 clusters Score -54412.31 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -54668.890625 Penalty: 2090.705566
	Iteration 3F: 3 clusters Score -54668.89 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -54876.519531 Penalty: 2090.705566
	Iteration 4F: 3 clusters Score -54876.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -54977.953125 Penalty: 2090.705566
	Iteration 5Q: 3 clusters Score -54977.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -55038.457031 Penalty: 2090.705566
	Iteration 6Q: 3 clusters Score -55038.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -55100.179688 Penalty: 2090.705566
	Iteration 7Q: 3 clusters Score -55100.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -55107.769531 Penalty: 2090.705566
	Iteration 8Q: 3 clusters Score -55107.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -55120.539062 Penalty: 2090.705566
	Iteration 9Q: 3 clusters Score -55120.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -55121.050781 Penalty: 2090.705566
	Iteration 10F: 3 clusters Score -55121.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55127.300781 Penalty: 2090.705566
	Iteration 11Q: 3 clusters Score -55127.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -55153.218750 Penalty: 2090.705566
	Iteration 12Q: 3 clusters Score -55153.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -55193.562500 Penalty: 2090.705566
	Iteration 13Q: 3 clusters Score -55193.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -55217.414062 Penalty: 2090.705566
	Iteration 14Q: 3 clusters Score -55217.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -55246.351562 Penalty: 2090.705566
	Iteration 15Q: 3 clusters Score -55246.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -55274.589844 Penalty: 2090.705566
	Iteration 16Q: 3 clusters Score -55274.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -55315.093750 Penalty: 2090.705566
	Iteration 17Q: 3 clusters Score -55315.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -55353.941406 Penalty: 2090.705566
	Iteration 18Q: 3 clusters Score -55353.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -55389.210938 Penalty: 2090.705566
	Iteration 19Q: 3 clusters Score -55389.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -55426.902344 Penalty: 2090.705566
	Iteration 20F: 3 clusters Score -55426.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -55499.703125 Penalty: 2090.705566
	Iteration 21Q: 3 clusters Score -55499.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -55529.406250 Penalty: 2090.705566
	Iteration 22Q: 3 clusters Score -55529.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -55541.406250 Penalty: 2090.705566
	Iteration 23Q: 3 clusters Score -55541.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -55552.375000 Penalty: 2090.705566
	Iteration 24Q: 3 clusters Score -55552.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -55553.792969 Penalty: 2090.705566
	Iteration 25Q: 3 clusters Score -55553.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -55553.792969 Penalty: 2090.705566
	Iteration 26F: 3 clusters Score -55553.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 104752 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 2070 members 
Mstep: Class 5 contains 63970 members 
Mstep: Class 6 contains 27443 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 25436 members 
Mstep: Class 9 contains 101555 members 
Mstep: Class 10 contains 6679 members 
Mstep: Class 11 contains 7173 members 
Mstep: Class 12 contains 1008 members 
Mstep: Class 13 contains 99254 members 
Mstep: Class 14 contains 35310 members 
Mstep: Class 15 contains 105957 members 
Mstep: Class 16 contains 3526 members 
Mstep: Class 17 contains 7242 members 
Mstep: Class 18 contains 9899 members 
Mstep: Class 19 contains 14633 members 
Mstep: Class 20 contains 6555 members 
Mstep: Class 21 contains 2669 members 
Mstep: Class 22 contains 15868 members 
Mstep: Class 23 contains 101293 members 
Mstep: Class 24 contains 56602 members 
Mstep: Class 25 contains 69862 members 
Mstep: Class 26 contains 516 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 7431 members 
Mstep: Class 29 contains 6625 members 
Mstep: Class 30 contains 1440 members 
Mstep: Class 31 contains 9309 members 
Mstep: Class 32 contains 376 members 
Mstep: Class 33 contains 3078 members 
Mstep: Class 34 contains 448 members 
Mstep: Class 35 contains 5900 members 
Mstep: Class 36 contains 444 members 
Mstep: Class 37 contains 553 members 
Mstep: Class 38 contains 314 members 
Entering Unmasked Estep 
Score: -111774424.000000 Penalty: 84785.421875
Splitting cluster 1 changes total score from -111774232.000000 to -111774424.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 2 (104752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104752 members 
Entering Unmasked Estep 
Score: -13133612.000000 Penalty: 1878.394531
	Iteration 0F: 2 clusters Score -1.313361e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52446 members 
Mstep: Class 2 contains 52306 members 
Entering Unmasked Estep 
Score: -13066956.000000 Penalty: 3756.789062
	Iteration 0F: 3 clusters Score -1.306696e+07 nChanged 50270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52858 members 
Mstep: Class 2 contains 51894 members 
Entering Unmasked Estep 
Score: -13096687.000000 Penalty: 3756.789062
	Iteration 1F: 3 clusters Score -1.309669e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52885 members 
Mstep: Class 2 contains 51867 members 
Entering Unmasked Estep 
Score: -13098723.000000 Penalty: 3756.789062
	Iteration 2Q: 3 clusters Score -1.309872e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52788 members 
Mstep: Class 2 contains 51964 members 
Entering Unmasked Estep 
Score: -13101759.000000 Penalty: 3756.789062
	Iteration 3F: 3 clusters Score -1.310176e+07 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52550 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -13106737.000000 Penalty: 3756.789062
	Iteration 4F: 3 clusters Score -1.310674e+07 nChanged 7984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52126 members 
Mstep: Class 2 contains 52626 members 
Entering Unmasked Estep 
Score: -13113224.000000 Penalty: 3756.789062
	Iteration 5F: 3 clusters Score -1.311322e+07 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 53022 members 
Entering Unmasked Estep 
Score: -13119345.000000 Penalty: 3756.789062
	Iteration 6F: 3 clusters Score -1.311934e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -13122935.000000 Penalty: 3756.789062
	Iteration 7F: 3 clusters Score -1.312294e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 52510 members 
Entering Unmasked Estep 
Score: -13123992.000000 Penalty: 3756.789062
	Iteration 8Q: 3 clusters Score -1.312399e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 51944 members 
Entering Unmasked Estep 
Score: -13124387.000000 Penalty: 3756.789062
	Iteration 9Q: 3 clusters Score -1.312439e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53366 members 
Mstep: Class 2 contains 51386 members 
Entering Unmasked Estep 
Score: -13124595.000000 Penalty: 3756.789062
	Iteration 10Q: 3 clusters Score -1.31246e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53975 members 
Mstep: Class 2 contains 50777 members 
Entering Unmasked Estep 
Score: -13124777.000000 Penalty: 3756.789062
	Iteration 11Q: 3 clusters Score -1.312478e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54619 members 
Mstep: Class 2 contains 50133 members 
Entering Unmasked Estep 
Score: -13124996.000000 Penalty: 3756.789062
	Iteration 12Q: 3 clusters Score -1.3125e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55217 members 
Mstep: Class 2 contains 49535 members 
Entering Unmasked Estep 
Score: -13125144.000000 Penalty: 3756.789062
	Iteration 13Q: 3 clusters Score -1.312514e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55749 members 
Mstep: Class 2 contains 49003 members 
Entering Unmasked Estep 
Score: -13125255.000000 Penalty: 3756.789062
	Iteration 14Q: 3 clusters Score -1.312526e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56298 members 
Mstep: Class 2 contains 48454 members 
Entering Unmasked Estep 
Score: -13125419.000000 Penalty: 3756.789062
	Iteration 15Q: 3 clusters Score -1.312542e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56795 members 
Mstep: Class 2 contains 47957 members 
Entering Unmasked Estep 
Score: -13125424.000000 Penalty: 3756.789062
	Iteration 16Q: 3 clusters Score -1.312542e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57255 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -13125474.000000 Penalty: 3756.789062
	Iteration 17Q: 3 clusters Score -1.312547e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57659 members 
Mstep: Class 2 contains 47093 members 
Entering Unmasked Estep 
Score: -13125552.000000 Penalty: 3756.789062
	Iteration 18Q: 3 clusters Score -1.312555e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57980 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -13125585.000000 Penalty: 3756.789062
	Iteration 19Q: 3 clusters Score -1.312558e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58277 members 
Mstep: Class 2 contains 46475 members 
Entering Unmasked Estep 
Score: -13125637.000000 Penalty: 3756.789062
	Iteration 20F: 3 clusters Score -1.312564e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58552 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -13125670.000000 Penalty: 3756.789062
	Iteration 21Q: 3 clusters Score -1.312567e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58758 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -13125675.000000 Penalty: 3756.789062
	Iteration 22Q: 3 clusters Score -1.312568e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58932 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -13125703.000000 Penalty: 3756.789062
	Iteration 23Q: 3 clusters Score -1.31257e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59070 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -13125721.000000 Penalty: 3756.789062
	Iteration 24Q: 3 clusters Score -1.312572e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59187 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -13125714.000000 Penalty: 3756.789062
	Iteration 25Q: 3 clusters Score -1.312571e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59245 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
Score: -13125748.000000 Penalty: 3756.789062
	Iteration 26Q: 3 clusters Score -1.312575e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59291 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -13125738.000000 Penalty: 3756.789062
	Iteration 27Q: 3 clusters Score -1.312574e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 45458 members 
Entering Unmasked Estep 
Score: -13125745.000000 Penalty: 3756.789062
	Iteration 28Q: 3 clusters Score -1.312574e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 45450 members 
Entering Unmasked Estep 
Score: -13125736.000000 Penalty: 3756.789062
	Iteration 29Q: 3 clusters Score -1.312574e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -13125716.000000 Penalty: 3756.789062
	Iteration 30Q: 3 clusters Score -1.312572e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 45412 members 
Entering Unmasked Estep 
Score: -13125732.000000 Penalty: 3756.789062
	Iteration 31Q: 3 clusters Score -1.312573e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59344 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -13125722.000000 Penalty: 3756.789062
	Iteration 32Q: 3 clusters Score -1.312572e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59344 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -13125715.000000 Penalty: 3756.789062
	Iteration 33Q: 3 clusters Score -1.312572e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59346 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -13125691.000000 Penalty: 3756.789062
	Iteration 34Q: 3 clusters Score -1.312569e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59345 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -13125666.000000 Penalty: 3756.789062
	Iteration 35Q: 3 clusters Score -1.312567e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59341 members 
Mstep: Class 2 contains 45411 members 
Entering Unmasked Estep 
Score: -13125675.000000 Penalty: 3756.789062
	Iteration 36Q: 3 clusters Score -1.312568e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 45412 members 
Entering Unmasked Estep 
Score: -13125687.000000 Penalty: 3756.789062
	Iteration 37Q: 3 clusters Score -1.312569e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59326 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -13125680.000000 Penalty: 3756.789062
	Iteration 38Q: 3 clusters Score -1.312568e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59327 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -13125682.000000 Penalty: 3756.789062
	Iteration 39Q: 3 clusters Score -1.312568e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59322 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -13125672.000000 Penalty: 3756.789062
	Iteration 40F: 3 clusters Score -1.312567e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59326 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -13125704.000000 Penalty: 3756.789062
	Iteration 41Q: 3 clusters Score -1.31257e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59330 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -13125701.000000 Penalty: 3756.789062
	Iteration 42Q: 3 clusters Score -1.31257e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59333 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
Score: -13125695.000000 Penalty: 3756.789062
	Iteration 43Q: 3 clusters Score -1.31257e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59332 members 
Mstep: Class 2 contains 45420 members 
Entering Unmasked Estep 
Score: -13125668.000000 Penalty: 3756.789062
	Iteration 44Q: 3 clusters Score -1.312567e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59326 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -13125674.000000 Penalty: 3756.789062
	Iteration 45Q: 3 clusters Score -1.312567e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59322 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -13125689.000000 Penalty: 3756.789062
	Iteration 46Q: 3 clusters Score -1.312569e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59334 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
Score: -13125692.000000 Penalty: 3756.789062
	Iteration 47Q: 3 clusters Score -1.312569e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59349 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -13125689.000000 Penalty: 3756.789062
	Iteration 48Q: 3 clusters Score -1.312569e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59370 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
Score: -13125707.000000 Penalty: 3756.789062
	Iteration 49Q: 3 clusters Score -1.312571e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59375 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -13125703.000000 Penalty: 3756.789062
	Iteration 50Q: 3 clusters Score -1.31257e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59388 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -13125706.000000 Penalty: 3756.789062
	Iteration 51Q: 3 clusters Score -1.312571e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59413 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -13125689.000000 Penalty: 3756.789062
	Iteration 52Q: 3 clusters Score -1.312569e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59434 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -13125704.000000 Penalty: 3756.789062
	Iteration 53Q: 3 clusters Score -1.31257e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59447 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -13125705.000000 Penalty: 3756.789062
	Iteration 54Q: 3 clusters Score -1.31257e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59455 members 
Mstep: Class 2 contains 45297 members 
Entering Unmasked Estep 
Score: -13125723.000000 Penalty: 3756.789062
	Iteration 55Q: 3 clusters Score -1.312572e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59458 members 
Mstep: Class 2 contains 45294 members 
Entering Unmasked Estep 
Score: -13125725.000000 Penalty: 3756.789062
	Iteration 56Q: 3 clusters Score -1.312572e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59478 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -13125721.000000 Penalty: 3756.789062
	Iteration 57Q: 3 clusters Score -1.312572e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59501 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -13125716.000000 Penalty: 3756.789062
	Iteration 58Q: 3 clusters Score -1.312572e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59523 members 
Mstep: Class 2 contains 45229 members 
Entering Unmasked Estep 
Score: -13125744.000000 Penalty: 3756.789062
	Iteration 59Q: 3 clusters Score -1.312574e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59547 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -13125707.000000 Penalty: 3756.789062
	Iteration 60F: 3 clusters Score -1.312571e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59584 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -13125709.000000 Penalty: 3756.789062
	Iteration 61Q: 3 clusters Score -1.312571e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59596 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -13125710.000000 Penalty: 3756.789062
	Iteration 62Q: 3 clusters Score -1.312571e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59601 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -13125694.000000 Penalty: 3756.789062
	Iteration 63Q: 3 clusters Score -1.312569e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -13125695.000000 Penalty: 3756.789062
	Iteration 64Q: 3 clusters Score -1.31257e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -13125676.000000 Penalty: 3756.789062
	Iteration 65Q: 3 clusters Score -1.312568e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59614 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -13125668.000000 Penalty: 3756.789062
	Iteration 66Q: 3 clusters Score -1.312567e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59627 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -13125682.000000 Penalty: 3756.789062
	Iteration 67Q: 3 clusters Score -1.312568e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59638 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -13125702.000000 Penalty: 3756.789062
	Iteration 68Q: 3 clusters Score -1.31257e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59644 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -13125688.000000 Penalty: 3756.789062
	Iteration 69Q: 3 clusters Score -1.312569e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59644 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -13125700.000000 Penalty: 3756.789062
	Iteration 70Q: 3 clusters Score -1.31257e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59644 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -13125680.000000 Penalty: 3756.789062
	Iteration 71Q: 3 clusters Score -1.312568e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59648 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -13125685.000000 Penalty: 3756.789062
	Iteration 72Q: 3 clusters Score -1.312568e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59651 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -13125698.000000 Penalty: 3756.789062
	Iteration 73Q: 3 clusters Score -1.31257e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59654 members 
Mstep: Class 2 contains 45098 members 
Entering Unmasked Estep 
Score: -13125690.000000 Penalty: 3756.789062
	Iteration 74Q: 3 clusters Score -1.312569e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59652 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -13125698.000000 Penalty: 3756.789062
	Iteration 75Q: 3 clusters Score -1.31257e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59658 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -13125703.000000 Penalty: 3756.789062
	Iteration 76Q: 3 clusters Score -1.31257e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59672 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -13125705.000000 Penalty: 3756.789062
	Iteration 77Q: 3 clusters Score -1.31257e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59685 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -13125702.000000 Penalty: 3756.789062
	Iteration 78Q: 3 clusters Score -1.31257e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59695 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -13125684.000000 Penalty: 3756.789062
	Iteration 79Q: 3 clusters Score -1.312568e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59705 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -13125674.000000 Penalty: 3756.789062
	Iteration 80F: 3 clusters Score -1.312567e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59716 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -13125685.000000 Penalty: 3756.789062
	Iteration 81Q: 3 clusters Score -1.312568e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59724 members 
Mstep: Class 2 contains 45028 members 
Entering Unmasked Estep 
Score: -13125676.000000 Penalty: 3756.789062
	Iteration 82Q: 3 clusters Score -1.312568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59731 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -13125683.000000 Penalty: 3756.789062
	Iteration 83Q: 3 clusters Score -1.312568e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59738 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -13125686.000000 Penalty: 3756.789062
	Iteration 84Q: 3 clusters Score -1.312569e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59744 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -13125674.000000 Penalty: 3756.789062
	Iteration 85Q: 3 clusters Score -1.312567e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59748 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -13125672.000000 Penalty: 3756.789062
	Iteration 86Q: 3 clusters Score -1.312567e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59750 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -13125674.000000 Penalty: 3756.789062
	Iteration 87Q: 3 clusters Score -1.312567e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59757 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -13125674.000000 Penalty: 3756.789062
	Iteration 88Q: 3 clusters Score -1.312567e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59770 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -13125665.000000 Penalty: 3756.789062
	Iteration 89Q: 3 clusters Score -1.312566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59778 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -13125652.000000 Penalty: 3756.789062
	Iteration 90Q: 3 clusters Score -1.312565e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59785 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -13125659.000000 Penalty: 3756.789062
	Iteration 91Q: 3 clusters Score -1.312566e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59794 members 
Mstep: Class 2 contains 44958 members 
Entering Unmasked Estep 
Score: -13125660.000000 Penalty: 3756.789062
	Iteration 92Q: 3 clusters Score -1.312566e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59799 members 
Mstep: Class 2 contains 44953 members 
Entering Unmasked Estep 
Score: -13125673.000000 Penalty: 3756.789062
	Iteration 93Q: 3 clusters Score -1.312567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59801 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -13125675.000000 Penalty: 3756.789062
	Iteration 94Q: 3 clusters Score -1.312568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59807 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -13125667.000000 Penalty: 3756.789062
	Iteration 95Q: 3 clusters Score -1.312567e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59813 members 
Mstep: Class 2 contains 44939 members 
Entering Unmasked Estep 
Score: -13125662.000000 Penalty: 3756.789062
	Iteration 96Q: 3 clusters Score -1.312566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59817 members 
Mstep: Class 2 contains 44935 members 
Entering Unmasked Estep 
Score: -13125665.000000 Penalty: 3756.789062
	Iteration 97Q: 3 clusters Score -1.312566e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59824 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -13125661.000000 Penalty: 3756.789062
	Iteration 98Q: 3 clusters Score -1.312566e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59832 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
Score: -13125684.000000 Penalty: 3756.789062
	Iteration 99Q: 3 clusters Score -1.312568e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59843 members 
Mstep: Class 2 contains 44909 members 
Entering Unmasked Estep 
Score: -13125690.000000 Penalty: 3756.789062
	Iteration 100F: 3 clusters Score -1.312569e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59848 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
Score: -13125704.000000 Penalty: 3756.789062
	Iteration 101Q: 3 clusters Score -1.31257e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59855 members 
Mstep: Class 2 contains 44897 members 
Entering Unmasked Estep 
Score: -13125699.000000 Penalty: 3756.789062
	Iteration 102Q: 3 clusters Score -1.31257e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59865 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -13125702.000000 Penalty: 3756.789062
	Iteration 103Q: 3 clusters Score -1.31257e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59870 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -13125706.000000 Penalty: 3756.789062
	Iteration 104Q: 3 clusters Score -1.312571e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59880 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
Score: -13125715.000000 Penalty: 3756.789062
	Iteration 105Q: 3 clusters Score -1.312572e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59888 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -13125717.000000 Penalty: 3756.789062
	Iteration 106Q: 3 clusters Score -1.312572e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59896 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
Score: -13125717.000000 Penalty: 3756.789062
	Iteration 107Q: 3 clusters Score -1.312572e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59902 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -13125708.000000 Penalty: 3756.789062
	Iteration 108Q: 3 clusters Score -1.312571e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59906 members 
Mstep: Class 2 contains 44846 members 
Entering Unmasked Estep 
Score: -13125714.000000 Penalty: 3756.789062
	Iteration 109Q: 3 clusters Score -1.312571e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59913 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -13125710.000000 Penalty: 3756.789062
	Iteration 110Q: 3 clusters Score -1.312571e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59912 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -13125718.000000 Penalty: 3756.789062
	Iteration 111Q: 3 clusters Score -1.312572e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59911 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -13125708.000000 Penalty: 3756.789062
	Iteration 112Q: 3 clusters Score -1.312571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59907 members 
Mstep: Class 2 contains 44845 members 
Entering Unmasked Estep 
Score: -13125710.000000 Penalty: 3756.789062
	Iteration 113Q: 3 clusters Score -1.312571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59907 members 
Mstep: Class 2 contains 44845 members 
Entering Unmasked Estep 
Score: -13125707.000000 Penalty: 3756.789062
	Iteration 114Q: 3 clusters Score -1.312571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59908 members 
Mstep: Class 2 contains 44844 members 
Entering Unmasked Estep 
Score: -13125702.000000 Penalty: 3756.789062
	Iteration 115Q: 3 clusters Score -1.31257e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59903 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -13125699.000000 Penalty: 3756.789062
	Iteration 116Q: 3 clusters Score -1.31257e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59902 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -13125704.000000 Penalty: 3756.789062
	Iteration 117Q: 3 clusters Score -1.31257e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59910 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -13125706.000000 Penalty: 3756.789062
	Iteration 118Q: 3 clusters Score -1.312571e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59910 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -13125717.000000 Penalty: 3756.789062
	Iteration 119Q: 3 clusters Score -1.312572e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59909 members 
Mstep: Class 2 contains 44843 members 
Entering Unmasked Estep 
Score: -13125698.000000 Penalty: 3756.789062
	Iteration 120F: 3 clusters Score -1.31257e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59902 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -13125707.000000 Penalty: 3756.789062
	Iteration 121Q: 3 clusters Score -1.312571e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59890 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -13125703.000000 Penalty: 3756.789062
	Iteration 122Q: 3 clusters Score -1.31257e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59878 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -13125717.000000 Penalty: 3756.789062
	Iteration 123Q: 3 clusters Score -1.312572e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59872 members 
Mstep: Class 2 contains 44880 members 
Entering Unmasked Estep 
Score: -13125701.000000 Penalty: 3756.789062
	Iteration 124Q: 3 clusters Score -1.31257e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59868 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -13125696.000000 Penalty: 3756.789062
	Iteration 125Q: 3 clusters Score -1.31257e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59858 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -13125706.000000 Penalty: 3756.789062
	Iteration 126Q: 3 clusters Score -1.312571e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59857 members 
Mstep: Class 2 contains 44895 members 
Entering Unmasked Estep 
Score: -13125687.000000 Penalty: 3756.789062
	Iteration 127Q: 3 clusters Score -1.312569e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59861 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -13125705.000000 Penalty: 3756.789062
	Iteration 128Q: 3 clusters Score -1.31257e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59868 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -13125718.000000 Penalty: 3756.789062
	Iteration 129Q: 3 clusters Score -1.312572e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59878 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -13125706.000000 Penalty: 3756.789062
	Iteration 130Q: 3 clusters Score -1.312571e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59898 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -13125708.000000 Penalty: 3756.789062
	Iteration 131Q: 3 clusters Score -1.312571e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59917 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
Score: -13125709.000000 Penalty: 3756.789062
	Iteration 132Q: 3 clusters Score -1.312571e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59923 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -13125708.000000 Penalty: 3756.789062
	Iteration 133Q: 3 clusters Score -1.312571e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59938 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -13125701.000000 Penalty: 3756.789062
	Iteration 134Q: 3 clusters Score -1.31257e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59948 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -13125700.000000 Penalty: 3756.789062
	Iteration 135Q: 3 clusters Score -1.31257e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59956 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -13125701.000000 Penalty: 3756.789062
	Iteration 136Q: 3 clusters Score -1.31257e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59959 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -13125702.000000 Penalty: 3756.789062
	Iteration 137Q: 3 clusters Score -1.31257e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59961 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -13125708.000000 Penalty: 3756.789062
	Iteration 138Q: 3 clusters Score -1.312571e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59970 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -13125697.000000 Penalty: 3756.789062
	Iteration 139Q: 3 clusters Score -1.31257e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59981 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -13125707.000000 Penalty: 3756.789062
	Iteration 140F: 3 clusters Score -1.312571e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59987 members 
Mstep: Class 2 contains 44765 members 
Entering Unmasked Estep 
Score: -13125702.000000 Penalty: 3756.789062
	Iteration 141Q: 3 clusters Score -1.31257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59989 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -13125703.000000 Penalty: 3756.789062
	Iteration 142Q: 3 clusters Score -1.31257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59991 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -13125718.000000 Penalty: 3756.789062
	Iteration 143Q: 3 clusters Score -1.312572e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59998 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -13125695.000000 Penalty: 3756.789062
	Iteration 144Q: 3 clusters Score -1.31257e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60005 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -13125697.000000 Penalty: 3756.789062
	Iteration 145Q: 3 clusters Score -1.31257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60009 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -13125701.000000 Penalty: 3756.789062
	Iteration 146Q: 3 clusters Score -1.31257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60012 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -13125699.000000 Penalty: 3756.789062
	Iteration 147Q: 3 clusters Score -1.31257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60013 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -13125701.000000 Penalty: 3756.789062
	Iteration 148Q: 3 clusters Score -1.31257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60014 members 
Mstep: Class 2 contains 44738 members 
Entering Unmasked Estep 
Score: -13125685.000000 Penalty: 3756.789062
	Iteration 149Q: 3 clusters Score -1.312568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60014 members 
Mstep: Class 2 contains 44738 members 
Entering Unmasked Estep 
Score: -13125693.000000 Penalty: 3756.789062
	Iteration 150Q: 3 clusters Score -1.312569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60012 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -13125687.000000 Penalty: 3756.789062
	Iteration 151Q: 3 clusters Score -1.312569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60013 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -13125694.000000 Penalty: 3756.789062
	Iteration 152Q: 3 clusters Score -1.312569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60013 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -13125694.000000 Penalty: 3756.789062
	Iteration 153F: 3 clusters Score -1.312569e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Entering Unmasked Estep 
Score: -25207.431641 Penalty: 986.119141
	Iteration 0F: 2 clusters Score -25207.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24484.623047 Penalty: 1972.238281
	Iteration 0F: 3 clusters Score -24484.62 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24961.537109 Penalty: 1972.238281
	Iteration 1F: 3 clusters Score -24961.54 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25487.291016 Penalty: 1972.238281
	Iteration 2F: 3 clusters Score -25487.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26094.181641 Penalty: 1972.238281
	Iteration 3F: 3 clusters Score -26094.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26418.197266 Penalty: 1972.238281
	Iteration 4F: 3 clusters Score -26418.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -26708.484375 Penalty: 1972.238281
	Iteration 5Q: 3 clusters Score -26708.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -26858.923828 Penalty: 1972.238281
	Iteration 6Q: 3 clusters Score -26858.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26933.015625 Penalty: 1972.238281
	Iteration 7Q: 3 clusters Score -26933.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26942.994141 Penalty: 1972.238281
	Iteration 8Q: 3 clusters Score -26942.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26942.994141 Penalty: 1972.238281
	Iteration 9F: 3 clusters Score -26942.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 104752 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 2070 members 
Mstep: Class 5 contains 63970 members 
Mstep: Class 6 contains 27443 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 25436 members 
Mstep: Class 9 contains 101555 members 
Mstep: Class 10 contains 6679 members 
Mstep: Class 11 contains 7173 members 
Mstep: Class 12 contains 1008 members 
Mstep: Class 13 contains 99254 members 
Mstep: Class 14 contains 35310 members 
Mstep: Class 15 contains 105957 members 
Mstep: Class 16 contains 3526 members 
Mstep: Class 17 contains 7242 members 
Mstep: Class 18 contains 9899 members 
Mstep: Class 19 contains 14633 members 
Mstep: Class 20 contains 6555 members 
Mstep: Class 21 contains 2669 members 
Mstep: Class 22 contains 15868 members 
Mstep: Class 23 contains 101293 members 
Mstep: Class 24 contains 56602 members 
Mstep: Class 25 contains 69862 members 
Mstep: Class 26 contains 516 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 7431 members 
Mstep: Class 29 contains 6625 members 
Mstep: Class 30 contains 1440 members 
Mstep: Class 31 contains 9309 members 
Mstep: Class 32 contains 376 members 
Mstep: Class 33 contains 3078 members 
Mstep: Class 34 contains 448 members 
Mstep: Class 35 contains 5900 members 
Mstep: Class 36 contains 444 members 
Mstep: Class 37 contains 553 members 
Mstep: Class 38 contains 314 members 
Mstep: Class 39 contains 162 members 
Entering Unmasked Estep 
Score: -111774816.000000 Penalty: 87016.617188
Splitting cluster 3 changes total score from -111774232.000000 to -111774816.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 4 (2070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Entering Unmasked Estep 
Score: -255236.250000 Penalty: 1240.736938
	Iteration 0F: 2 clusters Score -255236.2 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 1048 members 
Entering Unmasked Estep 
Score: -253078.500000 Penalty: 2481.473877
	Iteration 0F: 3 clusters Score -253078.5 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -253579.218750 Penalty: 2481.473877
	Iteration 1F: 3 clusters Score -253579.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -253707.968750 Penalty: 2481.473877
	Iteration 2F: 3 clusters Score -253708 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -253767.734375 Penalty: 2481.473877
	Iteration 3Q: 3 clusters Score -253767.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -253807.375000 Penalty: 2481.473877
	Iteration 4Q: 3 clusters Score -253807.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -253846.734375 Penalty: 2481.473877
	Iteration 5Q: 3 clusters Score -253846.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -253880.281250 Penalty: 2481.473877
	Iteration 6Q: 3 clusters Score -253880.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -253911.125000 Penalty: 2481.473877
	Iteration 7Q: 3 clusters Score -253911.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -253942.375000 Penalty: 2481.473877
	Iteration 8Q: 3 clusters Score -253942.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -253979.343750 Penalty: 2481.473877
	Iteration 9Q: 3 clusters Score -253979.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -254052.765625 Penalty: 2481.473877
	Iteration 10Q: 3 clusters Score -254052.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -254105.875000 Penalty: 2481.473877
	Iteration 11Q: 3 clusters Score -254105.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -254151.234375 Penalty: 2481.473877
	Iteration 12Q: 3 clusters Score -254151.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -254188.250000 Penalty: 2481.473877
	Iteration 13Q: 3 clusters Score -254188.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -254218.062500 Penalty: 2481.473877
	Iteration 14Q: 3 clusters Score -254218.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -254250.671875 Penalty: 2481.473877
	Iteration 15Q: 3 clusters Score -254250.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -254286.390625 Penalty: 2481.473877
	Iteration 16Q: 3 clusters Score -254286.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -254317.921875 Penalty: 2481.473877
	Iteration 17Q: 3 clusters Score -254317.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -254345.765625 Penalty: 2481.473877
	Iteration 18Q: 3 clusters Score -254345.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -254366.312500 Penalty: 2481.473877
	Iteration 19Q: 3 clusters Score -254366.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -254381.359375 Penalty: 2481.473877
	Iteration 20F: 3 clusters Score -254381.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -254392.828125 Penalty: 2481.473877
	Iteration 21Q: 3 clusters Score -254392.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -254405.531250 Penalty: 2481.473877
	Iteration 22Q: 3 clusters Score -254405.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -254417.109375 Penalty: 2481.473877
	Iteration 23Q: 3 clusters Score -254417.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -254426.875000 Penalty: 2481.473877
	Iteration 24Q: 3 clusters Score -254426.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -254432.406250 Penalty: 2481.473877
	Iteration 25Q: 3 clusters Score -254432.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -254437.562500 Penalty: 2481.473877
	Iteration 26Q: 3 clusters Score -254437.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -254443.359375 Penalty: 2481.473877
	Iteration 27Q: 3 clusters Score -254443.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -254447.890625 Penalty: 2481.473877
	Iteration 28Q: 3 clusters Score -254447.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -254451.312500 Penalty: 2481.473877
	Iteration 29Q: 3 clusters Score -254451.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -254453.640625 Penalty: 2481.473877
	Iteration 30Q: 3 clusters Score -254453.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -254457.531250 Penalty: 2481.473877
	Iteration 31Q: 3 clusters Score -254457.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -254460.062500 Penalty: 2481.473877
	Iteration 32Q: 3 clusters Score -254460.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -254462.984375 Penalty: 2481.473877
	Iteration 33Q: 3 clusters Score -254463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -254465.593750 Penalty: 2481.473877
	Iteration 34Q: 3 clusters Score -254465.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -254467.640625 Penalty: 2481.473877
	Iteration 35Q: 3 clusters Score -254467.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -254472.453125 Penalty: 2481.473877
	Iteration 36Q: 3 clusters Score -254472.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -254476.484375 Penalty: 2481.473877
	Iteration 37Q: 3 clusters Score -254476.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -254481.796875 Penalty: 2481.473877
	Iteration 38Q: 3 clusters Score -254481.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -254493.484375 Penalty: 2481.473877
	Iteration 39Q: 3 clusters Score -254493.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -254504.125000 Penalty: 2481.473877
	Iteration 40F: 3 clusters Score -254504.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -254514.015625 Penalty: 2481.473877
	Iteration 41Q: 3 clusters Score -254514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -254521.359375 Penalty: 2481.473877
	Iteration 42Q: 3 clusters Score -254521.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -254526.437500 Penalty: 2481.473877
	Iteration 43Q: 3 clusters Score -254526.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -254531.484375 Penalty: 2481.473877
	Iteration 44Q: 3 clusters Score -254531.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -254535.828125 Penalty: 2481.473877
	Iteration 45Q: 3 clusters Score -254535.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -254545.656250 Penalty: 2481.473877
	Iteration 46Q: 3 clusters Score -254545.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -254558.375000 Penalty: 2481.473877
	Iteration 47Q: 3 clusters Score -254558.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -254574.078125 Penalty: 2481.473877
	Iteration 48Q: 3 clusters Score -254574.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -254592.453125 Penalty: 2481.473877
	Iteration 49Q: 3 clusters Score -254592.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -254622.562500 Penalty: 2481.473877
	Iteration 50Q: 3 clusters Score -254622.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -254678.921875 Penalty: 2481.473877
	Iteration 51Q: 3 clusters Score -254678.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -254756.812500 Penalty: 2481.473877
	Iteration 52Q: 3 clusters Score -254756.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -254845.187500 Penalty: 2481.473877
	Iteration 53Q: 3 clusters Score -254845.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -254886.765625 Penalty: 2481.473877
	Iteration 54Q: 3 clusters Score -254886.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -254906.031250 Penalty: 2481.473877
	Iteration 55Q: 3 clusters Score -254906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -254920.390625 Penalty: 2481.473877
	Iteration 56Q: 3 clusters Score -254920.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -254926.718750 Penalty: 2481.473877
	Iteration 57Q: 3 clusters Score -254926.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -254931.890625 Penalty: 2481.473877
	Iteration 58Q: 3 clusters Score -254931.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -254935.781250 Penalty: 2481.473877
	Iteration 59Q: 3 clusters Score -254935.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -254937.234375 Penalty: 2481.473877
	Iteration 60F: 3 clusters Score -254937.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -254938.812500 Penalty: 2481.473877
	Iteration 61Q: 3 clusters Score -254938.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -254938.906250 Penalty: 2481.473877
	Iteration 62Q: 3 clusters Score -254938.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -254939.312500 Penalty: 2481.473877
	Iteration 63Q: 3 clusters Score -254939.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -254940.265625 Penalty: 2481.473877
	Iteration 64Q: 3 clusters Score -254940.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -254940.265625 Penalty: 2481.473877
	Iteration 65F: 3 clusters Score -254940.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (63970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63970 members 
Entering Unmasked Estep 
Score: -7782681.000000 Penalty: 1798.252563
	Iteration 0F: 2 clusters Score -7782681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -7739953.000000 Penalty: 3596.505127
	Iteration 0F: 3 clusters Score -7739953 nChanged 30217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -7757508.500000 Penalty: 3596.505127
	Iteration 1F: 3 clusters Score -7757508 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -7758407.000000 Penalty: 3596.505127
	Iteration 2Q: 3 clusters Score -7758407 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -7759565.000000 Penalty: 3596.505127
	Iteration 3Q: 3 clusters Score -7759565 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -7761127.500000 Penalty: 3596.505127
	Iteration 4F: 3 clusters Score -7761128 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -7763238.500000 Penalty: 3596.505127
	Iteration 5F: 3 clusters Score -7763238 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -7765980.500000 Penalty: 3596.505127
	Iteration 6F: 3 clusters Score -7765980 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49666 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -7769222.500000 Penalty: 3596.505127
	Iteration 7F: 3 clusters Score -7769222 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53809 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -7772446.000000 Penalty: 3596.505127
	Iteration 8F: 3 clusters Score -7772446 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57549 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -7775591.500000 Penalty: 3596.505127
	Iteration 9F: 3 clusters Score -7775592 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60428 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -7778083.500000 Penalty: 3596.505127
	Iteration 10Q: 3 clusters Score -7778084 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62276 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -7779702.500000 Penalty: 3596.505127
	Iteration 11Q: 3 clusters Score -7779702 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63159 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7780484.500000 Penalty: 3596.505127
	Iteration 12Q: 3 clusters Score -7780484 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63533 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7780831.500000 Penalty: 3596.505127
	Iteration 13Q: 3 clusters Score -7780832 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63667 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7780944.000000 Penalty: 3596.505127
	Iteration 14Q: 3 clusters Score -7780944 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63721 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7781015.500000 Penalty: 3596.505127
	Iteration 15Q: 3 clusters Score -7781016 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63755 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -7781059.000000 Penalty: 3596.505127
	Iteration 16Q: 3 clusters Score -7781059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63766 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7781089.000000 Penalty: 3596.505127
	Iteration 17Q: 3 clusters Score -7781089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63774 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7781105.500000 Penalty: 3596.505127
	Iteration 18Q: 3 clusters Score -7781106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63779 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -7781105.500000 Penalty: 3596.505127
	Iteration 19Q: 3 clusters Score -7781106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63782 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -7781120.000000 Penalty: 3596.505127
	Iteration 20F: 3 clusters Score -7781120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63784 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -7781121.000000 Penalty: 3596.505127
	Iteration 21Q: 3 clusters Score -7781121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63784 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -7781121.000000 Penalty: 3596.505127
	Iteration 22F: 3 clusters Score -7781121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Entering Unmasked Estep 
Score: -3378516.500000 Penalty: 1660.728394
	Iteration 0F: 2 clusters Score -3378516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -3360037.750000 Penalty: 3321.456787
	Iteration 0F: 3 clusters Score -3360038 nChanged 12670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -3367164.750000 Penalty: 3321.456787
	Iteration 1F: 3 clusters Score -3367165 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -3367697.250000 Penalty: 3321.456787
	Iteration 2Q: 3 clusters Score -3367697 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -3368453.250000 Penalty: 3321.456787
	Iteration 3F: 3 clusters Score -3368453 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -3369440.500000 Penalty: 3321.456787
	Iteration 4F: 3 clusters Score -3369440 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -3370801.500000 Penalty: 3321.456787
	Iteration 5F: 3 clusters Score -3370802 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -3372385.250000 Penalty: 3321.456787
	Iteration 6F: 3 clusters Score -3372385 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -3374086.250000 Penalty: 3321.456787
	Iteration 7F: 3 clusters Score -3374086 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3375401.750000 Penalty: 3321.456787
	Iteration 8F: 3 clusters Score -3375402 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3376248.500000 Penalty: 3321.456787
	Iteration 9Q: 3 clusters Score -3376248 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3376766.500000 Penalty: 3321.456787
	Iteration 10Q: 3 clusters Score -3376766 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3377021.250000 Penalty: 3321.456787
	Iteration 11Q: 3 clusters Score -3377021 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3377160.000000 Penalty: 3321.456787
	Iteration 12Q: 3 clusters Score -3377160 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3377230.250000 Penalty: 3321.456787
	Iteration 13Q: 3 clusters Score -3377230 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3377265.000000 Penalty: 3321.456787
	Iteration 14Q: 3 clusters Score -3377265 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3377290.000000 Penalty: 3321.456787
	Iteration 15Q: 3 clusters Score -3377290 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3377307.750000 Penalty: 3321.456787
	Iteration 16Q: 3 clusters Score -3377308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3377322.250000 Penalty: 3321.456787
	Iteration 17Q: 3 clusters Score -3377322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3377331.250000 Penalty: 3321.456787
	Iteration 18Q: 3 clusters Score -3377331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3377342.000000 Penalty: 3321.456787
	Iteration 19Q: 3 clusters Score -3377342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3377348.250000 Penalty: 3321.456787
	Iteration 20F: 3 clusters Score -3377348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3377352.500000 Penalty: 3321.456787
	Iteration 21Q: 3 clusters Score -3377352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3377355.750000 Penalty: 3321.456787
	Iteration 22Q: 3 clusters Score -3377356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3377354.500000 Penalty: 3321.456787
	Iteration 23Q: 3 clusters Score -3377354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3377355.000000 Penalty: 3321.456787
	Iteration 24Q: 3 clusters Score -3377355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3377355.000000 Penalty: 3321.456787
	Iteration 25F: 3 clusters Score -3377355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Entering Unmasked Estep 
Score: -1324343.750000 Penalty: 1517.114990
	Iteration 0F: 2 clusters Score -1324344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1316356.750000 Penalty: 3034.229980
	Iteration 0F: 3 clusters Score -1316357 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1319075.750000 Penalty: 3034.229980
	Iteration 1F: 3 clusters Score -1319076 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1319416.250000 Penalty: 3034.229980
	Iteration 2F: 3 clusters Score -1319416 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1319730.875000 Penalty: 3034.229980
	Iteration 3F: 3 clusters Score -1319731 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1320063.000000 Penalty: 3034.229980
	Iteration 4F: 3 clusters Score -1320063 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1320416.750000 Penalty: 3034.229980
	Iteration 5F: 3 clusters Score -1320417 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1320811.875000 Penalty: 3034.229980
	Iteration 6F: 3 clusters Score -1320812 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1321246.875000 Penalty: 3034.229980
	Iteration 7F: 3 clusters Score -1321247 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1321695.125000 Penalty: 3034.229980
	Iteration 8F: 3 clusters Score -1321695 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1322111.625000 Penalty: 3034.229980
	Iteration 9Q: 3 clusters Score -1322112 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1322424.375000 Penalty: 3034.229980
	Iteration 10Q: 3 clusters Score -1322424 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1322640.750000 Penalty: 3034.229980
	Iteration 11Q: 3 clusters Score -1322641 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1322778.750000 Penalty: 3034.229980
	Iteration 12Q: 3 clusters Score -1322779 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1322894.750000 Penalty: 3034.229980
	Iteration 13Q: 3 clusters Score -1322895 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1322977.125000 Penalty: 3034.229980
	Iteration 14Q: 3 clusters Score -1322977 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1323025.875000 Penalty: 3034.229980
	Iteration 15Q: 3 clusters Score -1323026 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1323059.500000 Penalty: 3034.229980
	Iteration 16Q: 3 clusters Score -1323060 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1323084.750000 Penalty: 3034.229980
	Iteration 17Q: 3 clusters Score -1323085 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1323113.500000 Penalty: 3034.229980
	Iteration 18Q: 3 clusters Score -1323114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1323130.875000 Penalty: 3034.229980
	Iteration 19Q: 3 clusters Score -1323131 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1323144.375000 Penalty: 3034.229980
	Iteration 20F: 3 clusters Score -1323144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1323155.750000 Penalty: 3034.229980
	Iteration 21Q: 3 clusters Score -1323156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1323165.375000 Penalty: 3034.229980
	Iteration 22Q: 3 clusters Score -1323165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1323173.500000 Penalty: 3034.229980
	Iteration 23Q: 3 clusters Score -1323174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1323178.500000 Penalty: 3034.229980
	Iteration 24Q: 3 clusters Score -1323178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1323177.875000 Penalty: 3034.229980
	Iteration 25Q: 3 clusters Score -1323178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1323178.750000 Penalty: 3034.229980
	Iteration 26Q: 3 clusters Score -1323179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1323186.750000 Penalty: 3034.229980
	Iteration 27Q: 3 clusters Score -1323187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1323189.125000 Penalty: 3034.229980
	Iteration 28Q: 3 clusters Score -1323189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1323191.125000 Penalty: 3034.229980
	Iteration 29Q: 3 clusters Score -1323191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1323192.250000 Penalty: 3034.229980
	Iteration 30Q: 3 clusters Score -1323192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1323194.125000 Penalty: 3034.229980
	Iteration 31Q: 3 clusters Score -1323194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1323192.250000 Penalty: 3034.229980
	Iteration 32Q: 3 clusters Score -1323192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1323193.625000 Penalty: 3034.229980
	Iteration 33Q: 3 clusters Score -1323194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1323192.250000 Penalty: 3034.229980
	Iteration 34Q: 3 clusters Score -1323192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1323194.625000 Penalty: 3034.229980
	Iteration 35Q: 3 clusters Score -1323195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1323196.875000 Penalty: 3034.229980
	Iteration 36Q: 3 clusters Score -1323197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1323197.250000 Penalty: 3034.229980
	Iteration 37Q: 3 clusters Score -1323197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1323199.375000 Penalty: 3034.229980
	Iteration 38Q: 3 clusters Score -1323199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1323200.500000 Penalty: 3034.229980
	Iteration 39Q: 3 clusters Score -1323200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1323202.000000 Penalty: 3034.229980
	Iteration 40F: 3 clusters Score -1323202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1323205.625000 Penalty: 3034.229980
	Iteration 41Q: 3 clusters Score -1323206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1323206.625000 Penalty: 3034.229980
	Iteration 42Q: 3 clusters Score -1323207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1323205.750000 Penalty: 3034.229980
	Iteration 43Q: 3 clusters Score -1323206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1323206.625000 Penalty: 3034.229980
	Iteration 44Q: 3 clusters Score -1323207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1323210.625000 Penalty: 3034.229980
	Iteration 45Q: 3 clusters Score -1323211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1323212.000000 Penalty: 3034.229980
	Iteration 46Q: 3 clusters Score -1323212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1323210.000000 Penalty: 3034.229980
	Iteration 47Q: 3 clusters Score -1323210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1323209.750000 Penalty: 3034.229980
	Iteration 48Q: 3 clusters Score -1323210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1323209.750000 Penalty: 3034.229980
	Iteration 49F: 3 clusters Score -1323210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Entering Unmasked Estep 
Score: -3260128.500000 Penalty: 1648.387207
	Iteration 0F: 2 clusters Score -3260128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -3242883.750000 Penalty: 3296.774414
	Iteration 0F: 3 clusters Score -3242884 nChanged 11656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -3249108.750000 Penalty: 3296.774414
	Iteration 1F: 3 clusters Score -3249109 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -3249410.250000 Penalty: 3296.774414
	Iteration 2Q: 3 clusters Score -3249410 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -3249677.250000 Penalty: 3296.774414
	Iteration 3Q: 3 clusters Score -3249677 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -3249883.750000 Penalty: 3296.774414
	Iteration 4Q: 3 clusters Score -3249884 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -3250108.750000 Penalty: 3296.774414
	Iteration 5Q: 3 clusters Score -3250109 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -3250361.250000 Penalty: 3296.774414
	Iteration 6Q: 3 clusters Score -3250361 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -3250758.250000 Penalty: 3296.774414
	Iteration 7Q: 3 clusters Score -3250758 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -3251299.750000 Penalty: 3296.774414
	Iteration 8Q: 3 clusters Score -3251300 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -3252044.000000 Penalty: 3296.774414
	Iteration 9F: 3 clusters Score -3252044 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -3253122.250000 Penalty: 3296.774414
	Iteration 10F: 3 clusters Score -3253122 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -3254434.000000 Penalty: 3296.774414
	Iteration 11F: 3 clusters Score -3254434 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -3255925.000000 Penalty: 3296.774414
	Iteration 12F: 3 clusters Score -3255925 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3257164.250000 Penalty: 3296.774414
	Iteration 13F: 3 clusters Score -3257164 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3257909.000000 Penalty: 3296.774414
	Iteration 14Q: 3 clusters Score -3257909 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3258254.750000 Penalty: 3296.774414
	Iteration 15Q: 3 clusters Score -3258255 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3258417.500000 Penalty: 3296.774414
	Iteration 16Q: 3 clusters Score -3258418 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3258531.250000 Penalty: 3296.774414
	Iteration 17Q: 3 clusters Score -3258531 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3258587.000000 Penalty: 3296.774414
	Iteration 18Q: 3 clusters Score -3258587 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3258613.750000 Penalty: 3296.774414
	Iteration 19Q: 3 clusters Score -3258614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3258628.250000 Penalty: 3296.774414
	Iteration 20F: 3 clusters Score -3258628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3258642.000000 Penalty: 3296.774414
	Iteration 21Q: 3 clusters Score -3258642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -3258652.000000 Penalty: 3296.774414
	Iteration 22Q: 3 clusters Score -3258652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -3258659.000000 Penalty: 3296.774414
	Iteration 23Q: 3 clusters Score -3258659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -3258662.500000 Penalty: 3296.774414
	Iteration 24Q: 3 clusters Score -3258662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3258666.250000 Penalty: 3296.774414
	Iteration 25Q: 3 clusters Score -3258666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3258668.500000 Penalty: 3296.774414
	Iteration 26Q: 3 clusters Score -3258668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3258668.500000 Penalty: 3296.774414
	Iteration 27F: 3 clusters Score -3258668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (101555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101555 members 
Entering Unmasked Estep 
Score: -12730422.000000 Penalty: 1873.357788
	Iteration 0F: 2 clusters Score -1.273042e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50543 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -12664749.000000 Penalty: 3746.715576
	Iteration 0F: 3 clusters Score -1.266475e+07 nChanged 48591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47136 members 
Mstep: Class 2 contains 54419 members 
Entering Unmasked Estep 
Score: -12693308.000000 Penalty: 3746.715576
	Iteration 1F: 3 clusters Score -1.269331e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 56755 members 
Entering Unmasked Estep 
Score: -12694513.000000 Penalty: 3746.715576
	Iteration 2Q: 3 clusters Score -1.269451e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 60191 members 
Entering Unmasked Estep 
Score: -12696333.000000 Penalty: 3746.715576
	Iteration 3Q: 3 clusters Score -1.269633e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 65276 members 
Entering Unmasked Estep 
Score: -12699525.000000 Penalty: 3746.715576
	Iteration 4F: 3 clusters Score -1.269952e+07 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 71985 members 
Entering Unmasked Estep 
Score: -12704779.000000 Penalty: 3746.715576
	Iteration 5F: 3 clusters Score -1.270478e+07 nChanged 8275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 79628 members 
Entering Unmasked Estep 
Score: -12711969.000000 Penalty: 3746.715576
	Iteration 6F: 3 clusters Score -1.271197e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 86407 members 
Entering Unmasked Estep 
Score: -12718971.000000 Penalty: 3746.715576
	Iteration 7F: 3 clusters Score -1.271897e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 90730 members 
Entering Unmasked Estep 
Score: -12724025.000000 Penalty: 3746.715576
	Iteration 8Q: 3 clusters Score -1.272402e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 93043 members 
Entering Unmasked Estep 
Score: -12726948.000000 Penalty: 3746.715576
	Iteration 9Q: 3 clusters Score -1.272695e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 94521 members 
Entering Unmasked Estep 
Score: -12728406.000000 Penalty: 3746.715576
	Iteration 10Q: 3 clusters Score -1.272841e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 95605 members 
Entering Unmasked Estep 
Score: -12729045.000000 Penalty: 3746.715576
	Iteration 11Q: 3 clusters Score -1.272904e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 96460 members 
Entering Unmasked Estep 
Score: -12729409.000000 Penalty: 3746.715576
	Iteration 12Q: 3 clusters Score -1.272941e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 97157 members 
Entering Unmasked Estep 
Score: -12729601.000000 Penalty: 3746.715576
	Iteration 13Q: 3 clusters Score -1.27296e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 97727 members 
Entering Unmasked Estep 
Score: -12729736.000000 Penalty: 3746.715576
	Iteration 14Q: 3 clusters Score -1.272974e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 98193 members 
Entering Unmasked Estep 
Score: -12729809.000000 Penalty: 3746.715576
	Iteration 15Q: 3 clusters Score -1.272981e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 98550 members 
Entering Unmasked Estep 
Score: -12729801.000000 Penalty: 3746.715576
	Iteration 16Q: 3 clusters Score -1.27298e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 98857 members 
Entering Unmasked Estep 
Score: -12729826.000000 Penalty: 3746.715576
	Iteration 17Q: 3 clusters Score -1.272983e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 99106 members 
Entering Unmasked Estep 
Score: -12729812.000000 Penalty: 3746.715576
	Iteration 18Q: 3 clusters Score -1.272981e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 99317 members 
Entering Unmasked Estep 
Score: -12729766.000000 Penalty: 3746.715576
	Iteration 19Q: 3 clusters Score -1.272977e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 99486 members 
Entering Unmasked Estep 
Score: -12729740.000000 Penalty: 3746.715576
	Iteration 20F: 3 clusters Score -1.272974e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 99624 members 
Entering Unmasked Estep 
Score: -12729767.000000 Penalty: 3746.715576
	Iteration 21Q: 3 clusters Score -1.272977e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 99747 members 
Entering Unmasked Estep 
Score: -12729723.000000 Penalty: 3746.715576
	Iteration 22Q: 3 clusters Score -1.272972e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 99851 members 
Entering Unmasked Estep 
Score: -12729731.000000 Penalty: 3746.715576
	Iteration 23Q: 3 clusters Score -1.272973e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 99934 members 
Entering Unmasked Estep 
Score: -12729704.000000 Penalty: 3746.715576
	Iteration 24Q: 3 clusters Score -1.27297e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 100006 members 
Entering Unmasked Estep 
Score: -12729673.000000 Penalty: 3746.715576
	Iteration 25Q: 3 clusters Score -1.272967e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 100067 members 
Entering Unmasked Estep 
Score: -12729672.000000 Penalty: 3746.715576
	Iteration 26Q: 3 clusters Score -1.272967e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 100120 members 
Entering Unmasked Estep 
Score: -12729665.000000 Penalty: 3746.715576
	Iteration 27Q: 3 clusters Score -1.272966e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 100169 members 
Entering Unmasked Estep 
Score: -12729665.000000 Penalty: 3746.715576
	Iteration 28Q: 3 clusters Score -1.272966e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 100216 members 
Entering Unmasked Estep 
Score: -12729643.000000 Penalty: 3746.715576
	Iteration 29Q: 3 clusters Score -1.272964e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 100256 members 
Entering Unmasked Estep 
Score: -12729623.000000 Penalty: 3746.715576
	Iteration 30Q: 3 clusters Score -1.272962e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 100288 members 
Entering Unmasked Estep 
Score: -12729597.000000 Penalty: 3746.715576
	Iteration 31Q: 3 clusters Score -1.27296e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 100317 members 
Entering Unmasked Estep 
Score: -12729584.000000 Penalty: 3746.715576
	Iteration 32Q: 3 clusters Score -1.272958e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 100346 members 
Entering Unmasked Estep 
Score: -12729567.000000 Penalty: 3746.715576
	Iteration 33Q: 3 clusters Score -1.272957e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 100374 members 
Entering Unmasked Estep 
Score: -12729568.000000 Penalty: 3746.715576
	Iteration 34Q: 3 clusters Score -1.272957e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 100408 members 
Entering Unmasked Estep 
Score: -12729553.000000 Penalty: 3746.715576
	Iteration 35Q: 3 clusters Score -1.272955e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 100433 members 
Entering Unmasked Estep 
Score: -12729558.000000 Penalty: 3746.715576
	Iteration 36Q: 3 clusters Score -1.272956e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 100455 members 
Entering Unmasked Estep 
Score: -12729573.000000 Penalty: 3746.715576
	Iteration 37Q: 3 clusters Score -1.272957e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 100475 members 
Entering Unmasked Estep 
Score: -12729565.000000 Penalty: 3746.715576
	Iteration 38Q: 3 clusters Score -1.272956e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 100498 members 
Entering Unmasked Estep 
Score: -12729548.000000 Penalty: 3746.715576
	Iteration 39Q: 3 clusters Score -1.272955e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 100510 members 
Entering Unmasked Estep 
Score: -12729549.000000 Penalty: 3746.715576
	Iteration 40F: 3 clusters Score -1.272955e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 100522 members 
Entering Unmasked Estep 
Score: -12729535.000000 Penalty: 3746.715576
	Iteration 41Q: 3 clusters Score -1.272954e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 100534 members 
Entering Unmasked Estep 
Score: -12729529.000000 Penalty: 3746.715576
	Iteration 42Q: 3 clusters Score -1.272953e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 100544 members 
Entering Unmasked Estep 
Score: -12729538.000000 Penalty: 3746.715576
	Iteration 43Q: 3 clusters Score -1.272954e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 100552 members 
Entering Unmasked Estep 
Score: -12729523.000000 Penalty: 3746.715576
	Iteration 44Q: 3 clusters Score -1.272952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 100559 members 
Entering Unmasked Estep 
Score: -12729522.000000 Penalty: 3746.715576
	Iteration 45Q: 3 clusters Score -1.272952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 100563 members 
Entering Unmasked Estep 
Score: -12729527.000000 Penalty: 3746.715576
	Iteration 46Q: 3 clusters Score -1.272953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 100565 members 
Entering Unmasked Estep 
Score: -12729534.000000 Penalty: 3746.715576
	Iteration 47Q: 3 clusters Score -1.272953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 100567 members 
Entering Unmasked Estep 
Score: -12729530.000000 Penalty: 3746.715576
	Iteration 48Q: 3 clusters Score -1.272953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 100569 members 
Entering Unmasked Estep 
Score: -12729533.000000 Penalty: 3746.715576
	Iteration 49Q: 3 clusters Score -1.272953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 100569 members 
Entering Unmasked Estep 
Score: -12729527.000000 Penalty: 3746.715576
	Iteration 50Q: 3 clusters Score -1.272953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 100570 members 
Entering Unmasked Estep 
Score: -12729533.000000 Penalty: 3746.715576
	Iteration 51Q: 3 clusters Score -1.272953e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 100570 members 
Entering Unmasked Estep 
Score: -12729533.000000 Penalty: 3746.715576
	Iteration 52F: 3 clusters Score -1.272953e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Entering Unmasked Estep 
Score: -833392.687500 Penalty: 1431.092529
	Iteration 0F: 2 clusters Score -833392.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -828385.250000 Penalty: 2862.185059
	Iteration 0F: 3 clusters Score -828385.2 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -829864.062500 Penalty: 2862.185059
	Iteration 1F: 3 clusters Score -829864.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -830079.250000 Penalty: 2862.185059
	Iteration 2F: 3 clusters Score -830079.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -830225.437500 Penalty: 2862.185059
	Iteration 3F: 3 clusters Score -830225.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -830328.500000 Penalty: 2862.185059
	Iteration 4Q: 3 clusters Score -830328.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -830431.937500 Penalty: 2862.185059
	Iteration 5Q: 3 clusters Score -830431.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -830538.437500 Penalty: 2862.185059
	Iteration 6Q: 3 clusters Score -830538.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -830632.000000 Penalty: 2862.185059
	Iteration 7Q: 3 clusters Score -830632 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -830724.187500 Penalty: 2862.185059
	Iteration 8Q: 3 clusters Score -830724.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -830811.437500 Penalty: 2862.185059
	Iteration 9Q: 3 clusters Score -830811.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -830893.937500 Penalty: 2862.185059
	Iteration 10Q: 3 clusters Score -830893.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -830980.687500 Penalty: 2862.185059
	Iteration 11Q: 3 clusters Score -830980.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -831076.500000 Penalty: 2862.185059
	Iteration 12Q: 3 clusters Score -831076.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -831189.500000 Penalty: 2862.185059
	Iteration 13Q: 3 clusters Score -831189.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -831317.250000 Penalty: 2862.185059
	Iteration 14Q: 3 clusters Score -831317.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -831446.625000 Penalty: 2862.185059
	Iteration 15Q: 3 clusters Score -831446.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -831561.125000 Penalty: 2862.185059
	Iteration 16Q: 3 clusters Score -831561.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -831667.500000 Penalty: 2862.185059
	Iteration 17Q: 3 clusters Score -831667.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -831759.500000 Penalty: 2862.185059
	Iteration 18Q: 3 clusters Score -831759.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -831841.375000 Penalty: 2862.185059
	Iteration 19Q: 3 clusters Score -831841.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -831926.250000 Penalty: 2862.185059
	Iteration 20F: 3 clusters Score -831926.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -831985.625000 Penalty: 2862.185059
	Iteration 21Q: 3 clusters Score -831985.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -832026.562500 Penalty: 2862.185059
	Iteration 22Q: 3 clusters Score -832026.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -832064.812500 Penalty: 2862.185059
	Iteration 23Q: 3 clusters Score -832064.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -832098.625000 Penalty: 2862.185059
	Iteration 24Q: 3 clusters Score -832098.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -832118.875000 Penalty: 2862.185059
	Iteration 25Q: 3 clusters Score -832118.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -832135.187500 Penalty: 2862.185059
	Iteration 26Q: 3 clusters Score -832135.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -832148.937500 Penalty: 2862.185059
	Iteration 27Q: 3 clusters Score -832148.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -832159.250000 Penalty: 2862.185059
	Iteration 28Q: 3 clusters Score -832159.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -832172.250000 Penalty: 2862.185059
	Iteration 29Q: 3 clusters Score -832172.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -832184.062500 Penalty: 2862.185059
	Iteration 30Q: 3 clusters Score -832184.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -832187.187500 Penalty: 2862.185059
	Iteration 31Q: 3 clusters Score -832187.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -832191.625000 Penalty: 2862.185059
	Iteration 32Q: 3 clusters Score -832191.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -832196.500000 Penalty: 2862.185059
	Iteration 33Q: 3 clusters Score -832196.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -832201.062500 Penalty: 2862.185059
	Iteration 34Q: 3 clusters Score -832201.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -832206.750000 Penalty: 2862.185059
	Iteration 35Q: 3 clusters Score -832206.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -832211.500000 Penalty: 2862.185059
	Iteration 36Q: 3 clusters Score -832211.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -832211.437500 Penalty: 2862.185059
	Iteration 37Q: 3 clusters Score -832211.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -832213.625000 Penalty: 2862.185059
	Iteration 38Q: 3 clusters Score -832213.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -832217.000000 Penalty: 2862.185059
	Iteration 39Q: 3 clusters Score -832217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -832218.937500 Penalty: 2862.185059
	Iteration 40F: 3 clusters Score -832218.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -832221.750000 Penalty: 2862.185059
	Iteration 41Q: 3 clusters Score -832221.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -832222.500000 Penalty: 2862.185059
	Iteration 42Q: 3 clusters Score -832222.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -832225.187500 Penalty: 2862.185059
	Iteration 43Q: 3 clusters Score -832225.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -832226.937500 Penalty: 2862.185059
	Iteration 44Q: 3 clusters Score -832226.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -832227.375000 Penalty: 2862.185059
	Iteration 45Q: 3 clusters Score -832227.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -832229.187500 Penalty: 2862.185059
	Iteration 46Q: 3 clusters Score -832229.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -832231.625000 Penalty: 2862.185059
	Iteration 47Q: 3 clusters Score -832231.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -832232.437500 Penalty: 2862.185059
	Iteration 48Q: 3 clusters Score -832232.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -832232.562500 Penalty: 2862.185059
	Iteration 49Q: 3 clusters Score -832232.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -832232.562500 Penalty: 2862.185059
	Iteration 50F: 3 clusters Score -832232.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Entering Unmasked Estep 
Score: -841651.937500 Penalty: 1442.687866
	Iteration 0F: 2 clusters Score -841651.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -836302.312500 Penalty: 2885.375732
	Iteration 0F: 3 clusters Score -836302.3 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -838343.750000 Penalty: 2885.375732
	Iteration 1F: 3 clusters Score -838343.8 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -839077.125000 Penalty: 2885.375732
	Iteration 2F: 3 clusters Score -839077.1 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -839784.750000 Penalty: 2885.375732
	Iteration 3F: 3 clusters Score -839784.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -840313.812500 Penalty: 2885.375732
	Iteration 4F: 3 clusters Score -840313.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -840641.062500 Penalty: 2885.375732
	Iteration 5F: 3 clusters Score -840641.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -840856.500000 Penalty: 2885.375732
	Iteration 6Q: 3 clusters Score -840856.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -841006.187500 Penalty: 2885.375732
	Iteration 7Q: 3 clusters Score -841006.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -841111.937500 Penalty: 2885.375732
	Iteration 8Q: 3 clusters Score -841111.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -841173.062500 Penalty: 2885.375732
	Iteration 9Q: 3 clusters Score -841173.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -841220.312500 Penalty: 2885.375732
	Iteration 10Q: 3 clusters Score -841220.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -841257.000000 Penalty: 2885.375732
	Iteration 11Q: 3 clusters Score -841257 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -841284.687500 Penalty: 2885.375732
	Iteration 12Q: 3 clusters Score -841284.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -841307.375000 Penalty: 2885.375732
	Iteration 13Q: 3 clusters Score -841307.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -841318.625000 Penalty: 2885.375732
	Iteration 14Q: 3 clusters Score -841318.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -841331.062500 Penalty: 2885.375732
	Iteration 15Q: 3 clusters Score -841331.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -841336.562500 Penalty: 2885.375732
	Iteration 16Q: 3 clusters Score -841336.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -841339.312500 Penalty: 2885.375732
	Iteration 17Q: 3 clusters Score -841339.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -841340.875000 Penalty: 2885.375732
	Iteration 18Q: 3 clusters Score -841340.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -841342.375000 Penalty: 2885.375732
	Iteration 19Q: 3 clusters Score -841342.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -841341.750000 Penalty: 2885.375732
	Iteration 20F: 3 clusters Score -841341.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -841342.125000 Penalty: 2885.375732
	Iteration 21Q: 3 clusters Score -841342.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -841343.000000 Penalty: 2885.375732
	Iteration 22Q: 3 clusters Score -841343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -841343.250000 Penalty: 2885.375732
	Iteration 23Q: 3 clusters Score -841343.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -841343.250000 Penalty: 2885.375732
	Iteration 24F: 3 clusters Score -841343.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Entering Unmasked Estep 
Score: -103083.156250 Penalty: 1123.805054
	Iteration 0F: 2 clusters Score -103083.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -101642.312500 Penalty: 2247.610107
	Iteration 0F: 3 clusters Score -101642.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -102054.546875 Penalty: 2247.610107
	Iteration 1F: 3 clusters Score -102054.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -102269.046875 Penalty: 2247.610107
	Iteration 2F: 3 clusters Score -102269 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -102410.203125 Penalty: 2247.610107
	Iteration 3F: 3 clusters Score -102410.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -102500.828125 Penalty: 2247.610107
	Iteration 4F: 3 clusters Score -102500.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -102586.148438 Penalty: 2247.610107
	Iteration 5Q: 3 clusters Score -102586.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -102634.601562 Penalty: 2247.610107
	Iteration 6Q: 3 clusters Score -102634.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -102659.250000 Penalty: 2247.610107
	Iteration 7Q: 3 clusters Score -102659.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -102668.320312 Penalty: 2247.610107
	Iteration 8Q: 3 clusters Score -102668.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -102677.796875 Penalty: 2247.610107
	Iteration 9Q: 3 clusters Score -102677.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -102681.234375 Penalty: 2247.610107
	Iteration 10Q: 3 clusters Score -102681.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -102689.859375 Penalty: 2247.610107
	Iteration 11Q: 3 clusters Score -102689.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -102691.234375 Penalty: 2247.610107
	Iteration 12Q: 3 clusters Score -102691.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -102691.984375 Penalty: 2247.610107
	Iteration 13Q: 3 clusters Score -102692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -102691.984375 Penalty: 2247.610107
	Iteration 14F: 3 clusters Score -102692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (99254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99254 members 
Entering Unmasked Estep 
Score: -12517201.000000 Penalty: 1869.633667
	Iteration 0F: 2 clusters Score -1.25172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49714 members 
Mstep: Class 2 contains 49540 members 
Entering Unmasked Estep 
Score: -12451925.000000 Penalty: 3739.267334
	Iteration 0F: 3 clusters Score -1.245192e+07 nChanged 47331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51271 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -12479605.000000 Penalty: 3739.267334
	Iteration 1F: 3 clusters Score -1.24796e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52128 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -12480520.000000 Penalty: 3739.267334
	Iteration 2Q: 3 clusters Score -1.248052e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53352 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -12481616.000000 Penalty: 3739.267334
	Iteration 3Q: 3 clusters Score -1.248162e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55170 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -12483063.000000 Penalty: 3739.267334
	Iteration 4Q: 3 clusters Score -1.248306e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57724 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -12485225.000000 Penalty: 3739.267334
	Iteration 5Q: 3 clusters Score -1.248522e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61060 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -12488338.000000 Penalty: 3739.267334
	Iteration 6F: 3 clusters Score -1.248834e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64993 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -12493087.000000 Penalty: 3739.267334
	Iteration 7F: 3 clusters Score -1.249309e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68724 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -12498182.000000 Penalty: 3739.267334
	Iteration 8F: 3 clusters Score -1.249818e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71558 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -12501886.000000 Penalty: 3739.267334
	Iteration 9F: 3 clusters Score -1.250189e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73684 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -12503809.000000 Penalty: 3739.267334
	Iteration 10Q: 3 clusters Score -1.250381e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75619 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -12504748.000000 Penalty: 3739.267334
	Iteration 11Q: 3 clusters Score -1.250475e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77488 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -12505573.000000 Penalty: 3739.267334
	Iteration 12Q: 3 clusters Score -1.250557e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79288 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -12506323.000000 Penalty: 3739.267334
	Iteration 13Q: 3 clusters Score -1.250632e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81129 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -12507181.000000 Penalty: 3739.267334
	Iteration 14Q: 3 clusters Score -1.250718e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82943 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -12508008.000000 Penalty: 3739.267334
	Iteration 15Q: 3 clusters Score -1.250801e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84686 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -12508832.000000 Penalty: 3739.267334
	Iteration 16Q: 3 clusters Score -1.250883e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86357 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -12509630.000000 Penalty: 3739.267334
	Iteration 17Q: 3 clusters Score -1.250963e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87931 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -12510363.000000 Penalty: 3739.267334
	Iteration 18Q: 3 clusters Score -1.251036e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89373 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -12511098.000000 Penalty: 3739.267334
	Iteration 19Q: 3 clusters Score -1.25111e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90746 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -12512042.000000 Penalty: 3739.267334
	Iteration 20F: 3 clusters Score -1.251204e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92055 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -12512833.000000 Penalty: 3739.267334
	Iteration 21Q: 3 clusters Score -1.251283e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93194 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -12513478.000000 Penalty: 3739.267334
	Iteration 22Q: 3 clusters Score -1.251348e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94257 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -12514144.000000 Penalty: 3739.267334
	Iteration 23Q: 3 clusters Score -1.251414e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95189 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -12514647.000000 Penalty: 3739.267334
	Iteration 24Q: 3 clusters Score -1.251465e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95983 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -12515024.000000 Penalty: 3739.267334
	Iteration 25Q: 3 clusters Score -1.251502e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96612 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -12515291.000000 Penalty: 3739.267334
	Iteration 26Q: 3 clusters Score -1.251529e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97070 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -12515474.000000 Penalty: 3739.267334
	Iteration 27Q: 3 clusters Score -1.251547e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97423 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -12515605.000000 Penalty: 3739.267334
	Iteration 28Q: 3 clusters Score -1.25156e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97691 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -12515686.000000 Penalty: 3739.267334
	Iteration 29Q: 3 clusters Score -1.251569e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97884 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -12515733.000000 Penalty: 3739.267334
	Iteration 30Q: 3 clusters Score -1.251573e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98029 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -12515745.000000 Penalty: 3739.267334
	Iteration 31Q: 3 clusters Score -1.251574e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98148 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -12515776.000000 Penalty: 3739.267334
	Iteration 32Q: 3 clusters Score -1.251578e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98237 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -12515826.000000 Penalty: 3739.267334
	Iteration 33Q: 3 clusters Score -1.251583e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98303 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -12515860.000000 Penalty: 3739.267334
	Iteration 34Q: 3 clusters Score -1.251586e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98356 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -12515881.000000 Penalty: 3739.267334
	Iteration 35Q: 3 clusters Score -1.251588e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98393 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -12515874.000000 Penalty: 3739.267334
	Iteration 36Q: 3 clusters Score -1.251587e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98424 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -12515904.000000 Penalty: 3739.267334
	Iteration 37Q: 3 clusters Score -1.25159e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98442 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -12515906.000000 Penalty: 3739.267334
	Iteration 38Q: 3 clusters Score -1.251591e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98450 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -12515907.000000 Penalty: 3739.267334
	Iteration 39Q: 3 clusters Score -1.251591e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98462 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -12515925.000000 Penalty: 3739.267334
	Iteration 40F: 3 clusters Score -1.251592e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98472 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -12515938.000000 Penalty: 3739.267334
	Iteration 41Q: 3 clusters Score -1.251594e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98485 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -12515936.000000 Penalty: 3739.267334
	Iteration 42Q: 3 clusters Score -1.251594e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98498 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -12515946.000000 Penalty: 3739.267334
	Iteration 43Q: 3 clusters Score -1.251595e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98514 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -12515929.000000 Penalty: 3739.267334
	Iteration 44Q: 3 clusters Score -1.251593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98520 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -12515925.000000 Penalty: 3739.267334
	Iteration 45Q: 3 clusters Score -1.251592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98525 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -12515933.000000 Penalty: 3739.267334
	Iteration 46Q: 3 clusters Score -1.251593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98529 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -12515930.000000 Penalty: 3739.267334
	Iteration 47Q: 3 clusters Score -1.251593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98533 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -12515941.000000 Penalty: 3739.267334
	Iteration 48Q: 3 clusters Score -1.251594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98538 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -12515945.000000 Penalty: 3739.267334
	Iteration 49Q: 3 clusters Score -1.251594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98541 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -12515944.000000 Penalty: 3739.267334
	Iteration 50Q: 3 clusters Score -1.251594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98540 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -12515953.000000 Penalty: 3739.267334
	Iteration 51Q: 3 clusters Score -1.251595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98542 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -12515956.000000 Penalty: 3739.267334
	Iteration 52Q: 3 clusters Score -1.251596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98547 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -12515959.000000 Penalty: 3739.267334
	Iteration 53Q: 3 clusters Score -1.251596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98556 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -12515954.000000 Penalty: 3739.267334
	Iteration 54Q: 3 clusters Score -1.251595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98559 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -12515959.000000 Penalty: 3739.267334
	Iteration 55Q: 3 clusters Score -1.251596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98563 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -12515962.000000 Penalty: 3739.267334
	Iteration 56Q: 3 clusters Score -1.251596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98566 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -12515951.000000 Penalty: 3739.267334
	Iteration 57Q: 3 clusters Score -1.251595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98567 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -12515959.000000 Penalty: 3739.267334
	Iteration 58Q: 3 clusters Score -1.251596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98569 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -12515956.000000 Penalty: 3739.267334
	Iteration 59Q: 3 clusters Score -1.251596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98570 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -12515955.000000 Penalty: 3739.267334
	Iteration 60F: 3 clusters Score -1.251596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98573 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -12515959.000000 Penalty: 3739.267334
	Iteration 61Q: 3 clusters Score -1.251596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98575 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -12515947.000000 Penalty: 3739.267334
	Iteration 62Q: 3 clusters Score -1.251595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98578 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -12515952.000000 Penalty: 3739.267334
	Iteration 63Q: 3 clusters Score -1.251595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98579 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -12515955.000000 Penalty: 3739.267334
	Iteration 64Q: 3 clusters Score -1.251596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98580 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -12515956.000000 Penalty: 3739.267334
	Iteration 65Q: 3 clusters Score -1.251596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98581 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -12515954.000000 Penalty: 3739.267334
	Iteration 66Q: 3 clusters Score -1.251595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98582 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -12515948.000000 Penalty: 3739.267334
	Iteration 67Q: 3 clusters Score -1.251595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98582 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -12515948.000000 Penalty: 3739.267334
	Iteration 68F: 3 clusters Score -1.251595e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Entering Unmasked Estep 
Score: -4338156.000000 Penalty: 1701.687256
	Iteration 0F: 2 clusters Score -4338156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -4314327.000000 Penalty: 3403.374512
	Iteration 0F: 3 clusters Score -4314327 nChanged 16465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -4323793.500000 Penalty: 3403.374512
	Iteration 1F: 3 clusters Score -4323794 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -4324364.500000 Penalty: 3403.374512
	Iteration 2Q: 3 clusters Score -4324364 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -4324918.500000 Penalty: 3403.374512
	Iteration 3Q: 3 clusters Score -4324918 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -4325558.500000 Penalty: 3403.374512
	Iteration 4Q: 3 clusters Score -4325558 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -4326346.000000 Penalty: 3403.374512
	Iteration 5Q: 3 clusters Score -4326346 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -4327268.000000 Penalty: 3403.374512
	Iteration 6Q: 3 clusters Score -4327268 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -4328346.500000 Penalty: 3403.374512
	Iteration 7F: 3 clusters Score -4328346 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -4329595.000000 Penalty: 3403.374512
	Iteration 8F: 3 clusters Score -4329595 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -4330887.500000 Penalty: 3403.374512
	Iteration 9F: 3 clusters Score -4330888 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -4332031.000000 Penalty: 3403.374512
	Iteration 10Q: 3 clusters Score -4332031 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -4333031.500000 Penalty: 3403.374512
	Iteration 11Q: 3 clusters Score -4333032 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -4333841.000000 Penalty: 3403.374512
	Iteration 12Q: 3 clusters Score -4333841 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -4334519.000000 Penalty: 3403.374512
	Iteration 13Q: 3 clusters Score -4334519 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -4335061.000000 Penalty: 3403.374512
	Iteration 14Q: 3 clusters Score -4335061 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -4335525.000000 Penalty: 3403.374512
	Iteration 15Q: 3 clusters Score -4335525 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -4335916.500000 Penalty: 3403.374512
	Iteration 16Q: 3 clusters Score -4335916 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -4336232.000000 Penalty: 3403.374512
	Iteration 17Q: 3 clusters Score -4336232 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -4336513.500000 Penalty: 3403.374512
	Iteration 18Q: 3 clusters Score -4336514 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4336716.000000 Penalty: 3403.374512
	Iteration 19Q: 3 clusters Score -4336716 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4336839.000000 Penalty: 3403.374512
	Iteration 20F: 3 clusters Score -4336839 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4336918.500000 Penalty: 3403.374512
	Iteration 21Q: 3 clusters Score -4336918 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4336975.000000 Penalty: 3403.374512
	Iteration 22Q: 3 clusters Score -4336975 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4337028.000000 Penalty: 3403.374512
	Iteration 23Q: 3 clusters Score -4337028 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4337053.000000 Penalty: 3403.374512
	Iteration 24Q: 3 clusters Score -4337053 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4337058.000000 Penalty: 3403.374512
	Iteration 25Q: 3 clusters Score -4337058 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4337064.500000 Penalty: 3403.374512
	Iteration 26Q: 3 clusters Score -4337064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4337077.000000 Penalty: 3403.374512
	Iteration 27Q: 3 clusters Score -4337077 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4337079.000000 Penalty: 3403.374512
	Iteration 28Q: 3 clusters Score -4337079 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4337076.500000 Penalty: 3403.374512
	Iteration 29Q: 3 clusters Score -4337076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4337086.000000 Penalty: 3403.374512
	Iteration 30Q: 3 clusters Score -4337086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4337093.500000 Penalty: 3403.374512
	Iteration 31Q: 3 clusters Score -4337094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4337095.000000 Penalty: 3403.374512
	Iteration 32Q: 3 clusters Score -4337095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4337096.500000 Penalty: 3403.374512
	Iteration 33Q: 3 clusters Score -4337096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4337097.500000 Penalty: 3403.374512
	Iteration 34Q: 3 clusters Score -4337098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4337099.500000 Penalty: 3403.374512
	Iteration 35Q: 3 clusters Score -4337100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4337104.500000 Penalty: 3403.374512
	Iteration 36Q: 3 clusters Score -4337104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4337107.000000 Penalty: 3403.374512
	Iteration 37Q: 3 clusters Score -4337107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4337112.000000 Penalty: 3403.374512
	Iteration 38Q: 3 clusters Score -4337112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4337105.500000 Penalty: 3403.374512
	Iteration 39Q: 3 clusters Score -4337106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4337108.000000 Penalty: 3403.374512
	Iteration 40F: 3 clusters Score -4337108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4337106.000000 Penalty: 3403.374512
	Iteration 41Q: 3 clusters Score -4337106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4337106.500000 Penalty: 3403.374512
	Iteration 42Q: 3 clusters Score -4337106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4337106.500000 Penalty: 3403.374512
	Iteration 43F: 3 clusters Score -4337106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (105957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105957 members 
Entering Unmasked Estep 
Score: -13292464.000000 Penalty: 1880.253052
	Iteration 0F: 2 clusters Score -1.329246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53134 members 
Mstep: Class 2 contains 52823 members 
Entering Unmasked Estep 
Score: -13224515.000000 Penalty: 3760.506104
	Iteration 0F: 3 clusters Score -1.322452e+07 nChanged 50845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54829 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -13255114.000000 Penalty: 3760.506104
	Iteration 1F: 3 clusters Score -1.325511e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55496 members 
Mstep: Class 2 contains 50461 members 
Entering Unmasked Estep 
Score: -13257411.000000 Penalty: 3760.506104
	Iteration 2Q: 3 clusters Score -1.325741e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56284 members 
Mstep: Class 2 contains 49673 members 
Entering Unmasked Estep 
Score: -13261137.000000 Penalty: 3760.506104
	Iteration 3F: 3 clusters Score -1.326114e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56938 members 
Mstep: Class 2 contains 49019 members 
Entering Unmasked Estep 
Score: -13266309.000000 Penalty: 3760.506104
	Iteration 4F: 3 clusters Score -1.326631e+07 nChanged 8939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56603 members 
Mstep: Class 2 contains 49354 members 
Entering Unmasked Estep 
Score: -13272464.000000 Penalty: 3760.506104
	Iteration 5F: 3 clusters Score -1.327246e+07 nChanged 8337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55016 members 
Mstep: Class 2 contains 50941 members 
Entering Unmasked Estep 
Score: -13277039.000000 Penalty: 3760.506104
	Iteration 6F: 3 clusters Score -1.327704e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52479 members 
Mstep: Class 2 contains 53478 members 
Entering Unmasked Estep 
Score: -13278966.000000 Penalty: 3760.506104
	Iteration 7F: 3 clusters Score -1.327897e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 56511 members 
Entering Unmasked Estep 
Score: -13280069.000000 Penalty: 3760.506104
	Iteration 8Q: 3 clusters Score -1.328007e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46623 members 
Mstep: Class 2 contains 59334 members 
Entering Unmasked Estep 
Score: -13280905.000000 Penalty: 3760.506104
	Iteration 9Q: 3 clusters Score -1.32809e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 61664 members 
Entering Unmasked Estep 
Score: -13281226.000000 Penalty: 3760.506104
	Iteration 10Q: 3 clusters Score -1.328123e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 63727 members 
Entering Unmasked Estep 
Score: -13281207.000000 Penalty: 3760.506104
	Iteration 11Q: 3 clusters Score -1.328121e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 66141 members 
Entering Unmasked Estep 
Score: -13281168.000000 Penalty: 3760.506104
	Iteration 12Q: 3 clusters Score -1.328117e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 69045 members 
Entering Unmasked Estep 
Score: -13281192.000000 Penalty: 3760.506104
	Iteration 13Q: 3 clusters Score -1.328119e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 72505 members 
Entering Unmasked Estep 
Score: -13281177.000000 Penalty: 3760.506104
	Iteration 14Q: 3 clusters Score -1.328118e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 76405 members 
Entering Unmasked Estep 
Score: -13281369.000000 Penalty: 3760.506104
	Iteration 15Q: 3 clusters Score -1.328137e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 80654 members 
Entering Unmasked Estep 
Score: -13281684.000000 Penalty: 3760.506104
	Iteration 16Q: 3 clusters Score -1.328168e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 85240 members 
Entering Unmasked Estep 
Score: -13282194.000000 Penalty: 3760.506104
	Iteration 17Q: 3 clusters Score -1.328219e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 90096 members 
Entering Unmasked Estep 
Score: -13283462.000000 Penalty: 3760.506104
	Iteration 18Q: 3 clusters Score -1.328346e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 94790 members 
Entering Unmasked Estep 
Score: -13288229.000000 Penalty: 3760.506104
	Iteration 19Q: 3 clusters Score -1.328823e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 97657 members 
Entering Unmasked Estep 
Score: -13290065.000000 Penalty: 3760.506104
	Iteration 20F: 3 clusters Score -1.329006e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 99570 members 
Entering Unmasked Estep 
Score: -13290884.000000 Penalty: 3760.506104
	Iteration 21Q: 3 clusters Score -1.329088e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 100938 members 
Entering Unmasked Estep 
Score: -13291339.000000 Penalty: 3760.506104
	Iteration 22Q: 3 clusters Score -1.329134e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 101903 members 
Entering Unmasked Estep 
Score: -13291635.000000 Penalty: 3760.506104
	Iteration 23Q: 3 clusters Score -1.329164e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 102598 members 
Entering Unmasked Estep 
Score: -13291730.000000 Penalty: 3760.506104
	Iteration 24Q: 3 clusters Score -1.329173e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 103050 members 
Entering Unmasked Estep 
Score: -13291765.000000 Penalty: 3760.506104
	Iteration 25Q: 3 clusters Score -1.329176e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 103394 members 
Entering Unmasked Estep 
Score: -13291760.000000 Penalty: 3760.506104
	Iteration 26Q: 3 clusters Score -1.329176e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 103636 members 
Entering Unmasked Estep 
Score: -13291792.000000 Penalty: 3760.506104
	Iteration 27Q: 3 clusters Score -1.329179e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 103824 members 
Entering Unmasked Estep 
Score: -13291778.000000 Penalty: 3760.506104
	Iteration 28Q: 3 clusters Score -1.329178e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 103976 members 
Entering Unmasked Estep 
Score: -13291765.000000 Penalty: 3760.506104
	Iteration 29Q: 3 clusters Score -1.329176e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 104081 members 
Entering Unmasked Estep 
Score: -13291793.000000 Penalty: 3760.506104
	Iteration 30Q: 3 clusters Score -1.329179e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 104190 members 
Entering Unmasked Estep 
Score: -13291776.000000 Penalty: 3760.506104
	Iteration 31Q: 3 clusters Score -1.329178e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 104267 members 
Entering Unmasked Estep 
Score: -13291793.000000 Penalty: 3760.506104
	Iteration 32Q: 3 clusters Score -1.329179e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 104327 members 
Entering Unmasked Estep 
Score: -13291777.000000 Penalty: 3760.506104
	Iteration 33Q: 3 clusters Score -1.329178e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 104380 members 
Entering Unmasked Estep 
Score: -13291781.000000 Penalty: 3760.506104
	Iteration 34Q: 3 clusters Score -1.329178e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 104410 members 
Entering Unmasked Estep 
Score: -13291776.000000 Penalty: 3760.506104
	Iteration 35Q: 3 clusters Score -1.329178e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 104440 members 
Entering Unmasked Estep 
Score: -13291777.000000 Penalty: 3760.506104
	Iteration 36Q: 3 clusters Score -1.329178e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 104479 members 
Entering Unmasked Estep 
Score: -13291764.000000 Penalty: 3760.506104
	Iteration 37Q: 3 clusters Score -1.329176e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 104504 members 
Entering Unmasked Estep 
Score: -13291751.000000 Penalty: 3760.506104
	Iteration 38Q: 3 clusters Score -1.329175e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 104531 members 
Entering Unmasked Estep 
Score: -13291747.000000 Penalty: 3760.506104
	Iteration 39Q: 3 clusters Score -1.329175e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 104553 members 
Entering Unmasked Estep 
Score: -13291749.000000 Penalty: 3760.506104
	Iteration 40F: 3 clusters Score -1.329175e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 104572 members 
Entering Unmasked Estep 
Score: -13291741.000000 Penalty: 3760.506104
	Iteration 41Q: 3 clusters Score -1.329174e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 104584 members 
Entering Unmasked Estep 
Score: -13291750.000000 Penalty: 3760.506104
	Iteration 42Q: 3 clusters Score -1.329175e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 104596 members 
Entering Unmasked Estep 
Score: -13291747.000000 Penalty: 3760.506104
	Iteration 43Q: 3 clusters Score -1.329175e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 104608 members 
Entering Unmasked Estep 
Score: -13291755.000000 Penalty: 3760.506104
	Iteration 44Q: 3 clusters Score -1.329176e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 104616 members 
Entering Unmasked Estep 
Score: -13291742.000000 Penalty: 3760.506104
	Iteration 45Q: 3 clusters Score -1.329174e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 104630 members 
Entering Unmasked Estep 
Score: -13291751.000000 Penalty: 3760.506104
	Iteration 46Q: 3 clusters Score -1.329175e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 104637 members 
Entering Unmasked Estep 
Score: -13291753.000000 Penalty: 3760.506104
	Iteration 47Q: 3 clusters Score -1.329175e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 104649 members 
Entering Unmasked Estep 
Score: -13291745.000000 Penalty: 3760.506104
	Iteration 48Q: 3 clusters Score -1.329174e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 104660 members 
Entering Unmasked Estep 
Score: -13291755.000000 Penalty: 3760.506104
	Iteration 49Q: 3 clusters Score -1.329176e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 104676 members 
Entering Unmasked Estep 
Score: -13291759.000000 Penalty: 3760.506104
	Iteration 50Q: 3 clusters Score -1.329176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 104674 members 
Entering Unmasked Estep 
Score: -13291761.000000 Penalty: 3760.506104
	Iteration 51Q: 3 clusters Score -1.329176e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 104678 members 
Entering Unmasked Estep 
Score: -13291765.000000 Penalty: 3760.506104
	Iteration 52Q: 3 clusters Score -1.329176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 104684 members 
Entering Unmasked Estep 
Score: -13291759.000000 Penalty: 3760.506104
	Iteration 53Q: 3 clusters Score -1.329176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 104691 members 
Entering Unmasked Estep 
Score: -13291764.000000 Penalty: 3760.506104
	Iteration 54Q: 3 clusters Score -1.329176e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 104696 members 
Entering Unmasked Estep 
Score: -13291763.000000 Penalty: 3760.506104
	Iteration 55Q: 3 clusters Score -1.329176e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 104702 members 
Entering Unmasked Estep 
Score: -13291762.000000 Penalty: 3760.506104
	Iteration 56Q: 3 clusters Score -1.329176e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 104706 members 
Entering Unmasked Estep 
Score: -13291768.000000 Penalty: 3760.506104
	Iteration 57Q: 3 clusters Score -1.329177e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 104713 members 
Entering Unmasked Estep 
Score: -13291764.000000 Penalty: 3760.506104
	Iteration 58Q: 3 clusters Score -1.329176e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 104718 members 
Entering Unmasked Estep 
Score: -13291757.000000 Penalty: 3760.506104
	Iteration 59Q: 3 clusters Score -1.329176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 104722 members 
Entering Unmasked Estep 
Score: -13291752.000000 Penalty: 3760.506104
	Iteration 60F: 3 clusters Score -1.329175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 104724 members 
Entering Unmasked Estep 
Score: -13291748.000000 Penalty: 3760.506104
	Iteration 61Q: 3 clusters Score -1.329175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 104728 members 
Entering Unmasked Estep 
Score: -13291762.000000 Penalty: 3760.506104
	Iteration 62Q: 3 clusters Score -1.329176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 104727 members 
Entering Unmasked Estep 
Score: -13291753.000000 Penalty: 3760.506104
	Iteration 63Q: 3 clusters Score -1.329175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 104728 members 
Entering Unmasked Estep 
Score: -13291750.000000 Penalty: 3760.506104
	Iteration 64Q: 3 clusters Score -1.329175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 104730 members 
Entering Unmasked Estep 
Score: -13291745.000000 Penalty: 3760.506104
	Iteration 65Q: 3 clusters Score -1.329174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 104734 members 
Entering Unmasked Estep 
Score: -13291756.000000 Penalty: 3760.506104
	Iteration 66Q: 3 clusters Score -1.329176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 104738 members 
Entering Unmasked Estep 
Score: -13291739.000000 Penalty: 3760.506104
	Iteration 67Q: 3 clusters Score -1.329174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 104743 members 
Entering Unmasked Estep 
Score: -13291748.000000 Penalty: 3760.506104
	Iteration 68Q: 3 clusters Score -1.329175e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 104749 members 
Entering Unmasked Estep 
Score: -13291750.000000 Penalty: 3760.506104
	Iteration 69Q: 3 clusters Score -1.329175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 104755 members 
Entering Unmasked Estep 
Score: -13291751.000000 Penalty: 3760.506104
	Iteration 70Q: 3 clusters Score -1.329175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 104760 members 
Entering Unmasked Estep 
Score: -13291751.000000 Penalty: 3760.506104
	Iteration 71Q: 3 clusters Score -1.329175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 104768 members 
Entering Unmasked Estep 
Score: -13291744.000000 Penalty: 3760.506104
	Iteration 72Q: 3 clusters Score -1.329174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 104772 members 
Entering Unmasked Estep 
Score: -13291747.000000 Penalty: 3760.506104
	Iteration 73Q: 3 clusters Score -1.329175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 104777 members 
Entering Unmasked Estep 
Score: -13291751.000000 Penalty: 3760.506104
	Iteration 74Q: 3 clusters Score -1.329175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 104780 members 
Entering Unmasked Estep 
Score: -13291739.000000 Penalty: 3760.506104
	Iteration 75Q: 3 clusters Score -1.329174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 104780 members 
Entering Unmasked Estep 
Score: -13291744.000000 Penalty: 3760.506104
	Iteration 76Q: 3 clusters Score -1.329174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 104782 members 
Entering Unmasked Estep 
Score: -13291747.000000 Penalty: 3760.506104
	Iteration 77Q: 3 clusters Score -1.329175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 104783 members 
Entering Unmasked Estep 
Score: -13291753.000000 Penalty: 3760.506104
	Iteration 78Q: 3 clusters Score -1.329175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 104783 members 
Entering Unmasked Estep 
Score: -13291757.000000 Penalty: 3760.506104
	Iteration 79Q: 3 clusters Score -1.329176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 104783 members 
Entering Unmasked Estep 
Score: -13291746.000000 Penalty: 3760.506104
	Iteration 80F: 3 clusters Score -1.329175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 104783 members 
Entering Unmasked Estep 
Score: -13291750.000000 Penalty: 3760.506104
	Iteration 81Q: 3 clusters Score -1.329175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 104783 members 
Entering Unmasked Estep 
Score: -13291756.000000 Penalty: 3760.506104
	Iteration 82Q: 3 clusters Score -1.329176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 104782 members 
Entering Unmasked Estep 
Score: -13291764.000000 Penalty: 3760.506104
	Iteration 83Q: 3 clusters Score -1.329176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 104780 members 
Entering Unmasked Estep 
Score: -13291756.000000 Penalty: 3760.506104
	Iteration 84Q: 3 clusters Score -1.329176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 104783 members 
Entering Unmasked Estep 
Score: -13291748.000000 Penalty: 3760.506104
	Iteration 85Q: 3 clusters Score -1.329175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 104788 members 
Entering Unmasked Estep 
Score: -13291749.000000 Penalty: 3760.506104
	Iteration 86Q: 3 clusters Score -1.329175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 104792 members 
Entering Unmasked Estep 
Score: -13291756.000000 Penalty: 3760.506104
	Iteration 87Q: 3 clusters Score -1.329176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 104797 members 
Entering Unmasked Estep 
Score: -13291749.000000 Penalty: 3760.506104
	Iteration 88Q: 3 clusters Score -1.329175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 104799 members 
Entering Unmasked Estep 
Score: -13291754.000000 Penalty: 3760.506104
	Iteration 89Q: 3 clusters Score -1.329175e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 104804 members 
Entering Unmasked Estep 
Score: -13291763.000000 Penalty: 3760.506104
	Iteration 90Q: 3 clusters Score -1.329176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 104813 members 
Entering Unmasked Estep 
Score: -13291753.000000 Penalty: 3760.506104
	Iteration 91Q: 3 clusters Score -1.329175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 104819 members 
Entering Unmasked Estep 
Score: -13291757.000000 Penalty: 3760.506104
	Iteration 92Q: 3 clusters Score -1.329176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 104819 members 
Entering Unmasked Estep 
Score: -13291758.000000 Penalty: 3760.506104
	Iteration 93Q: 3 clusters Score -1.329176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 104819 members 
Entering Unmasked Estep 
Score: -13291758.000000 Penalty: 3760.506104
	Iteration 94F: 3 clusters Score -1.329176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Entering Unmasked Estep 
Score: -439523.937500 Penalty: 1327.286865
	Iteration 0F: 2 clusters Score -439523.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -436468.500000 Penalty: 2654.573730
	Iteration 0F: 3 clusters Score -436468.5 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -437276.781250 Penalty: 2654.573730
	Iteration 1F: 3 clusters Score -437276.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -437536.343750 Penalty: 2654.573730
	Iteration 2F: 3 clusters Score -437536.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -437946.562500 Penalty: 2654.573730
	Iteration 3F: 3 clusters Score -437946.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -438343.156250 Penalty: 2654.573730
	Iteration 4F: 3 clusters Score -438343.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -438651.281250 Penalty: 2654.573730
	Iteration 5F: 3 clusters Score -438651.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -438887.656250 Penalty: 2654.573730
	Iteration 6F: 3 clusters Score -438887.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -439052.312500 Penalty: 2654.573730
	Iteration 7F: 3 clusters Score -439052.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -439154.718750 Penalty: 2654.573730
	Iteration 8Q: 3 clusters Score -439154.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -439236.781250 Penalty: 2654.573730
	Iteration 9Q: 3 clusters Score -439236.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -439283.187500 Penalty: 2654.573730
	Iteration 10Q: 3 clusters Score -439283.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -439317.812500 Penalty: 2654.573730
	Iteration 11Q: 3 clusters Score -439317.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -439337.718750 Penalty: 2654.573730
	Iteration 12Q: 3 clusters Score -439337.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -439355.000000 Penalty: 2654.573730
	Iteration 13Q: 3 clusters Score -439355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -439366.593750 Penalty: 2654.573730
	Iteration 14Q: 3 clusters Score -439366.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -439374.375000 Penalty: 2654.573730
	Iteration 15Q: 3 clusters Score -439374.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -439379.468750 Penalty: 2654.573730
	Iteration 16Q: 3 clusters Score -439379.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -439381.625000 Penalty: 2654.573730
	Iteration 17Q: 3 clusters Score -439381.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -439382.156250 Penalty: 2654.573730
	Iteration 18Q: 3 clusters Score -439382.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -439382.312500 Penalty: 2654.573730
	Iteration 19Q: 3 clusters Score -439382.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -439382.468750 Penalty: 2654.573730
	Iteration 20F: 3 clusters Score -439382.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -439385.593750 Penalty: 2654.573730
	Iteration 21Q: 3 clusters Score -439385.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -439388.562500 Penalty: 2654.573730
	Iteration 22Q: 3 clusters Score -439388.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -439390.875000 Penalty: 2654.573730
	Iteration 23Q: 3 clusters Score -439390.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -439394.906250 Penalty: 2654.573730
	Iteration 24Q: 3 clusters Score -439394.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -439399.031250 Penalty: 2654.573730
	Iteration 25Q: 3 clusters Score -439399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -439401.375000 Penalty: 2654.573730
	Iteration 26Q: 3 clusters Score -439401.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -439403.500000 Penalty: 2654.573730
	Iteration 27Q: 3 clusters Score -439403.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -439404.875000 Penalty: 2654.573730
	Iteration 28Q: 3 clusters Score -439404.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -439404.937500 Penalty: 2654.573730
	Iteration 29Q: 3 clusters Score -439404.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -439408.500000 Penalty: 2654.573730
	Iteration 30Q: 3 clusters Score -439408.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -439412.093750 Penalty: 2654.573730
	Iteration 31Q: 3 clusters Score -439412.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -439416.468750 Penalty: 2654.573730
	Iteration 32Q: 3 clusters Score -439416.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -439425.531250 Penalty: 2654.573730
	Iteration 33Q: 3 clusters Score -439425.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -439432.437500 Penalty: 2654.573730
	Iteration 34Q: 3 clusters Score -439432.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -439441.468750 Penalty: 2654.573730
	Iteration 35Q: 3 clusters Score -439441.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -439446.718750 Penalty: 2654.573730
	Iteration 36Q: 3 clusters Score -439446.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -439449.031250 Penalty: 2654.573730
	Iteration 37Q: 3 clusters Score -439449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -439453.781250 Penalty: 2654.573730
	Iteration 38Q: 3 clusters Score -439453.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -439457.468750 Penalty: 2654.573730
	Iteration 39Q: 3 clusters Score -439457.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -439459.218750 Penalty: 2654.573730
	Iteration 40F: 3 clusters Score -439459.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -439461.531250 Penalty: 2654.573730
	Iteration 41Q: 3 clusters Score -439461.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -439463.375000 Penalty: 2654.573730
	Iteration 42Q: 3 clusters Score -439463.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -439463.562500 Penalty: 2654.573730
	Iteration 43Q: 3 clusters Score -439463.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -439463.562500 Penalty: 2654.573730
	Iteration 44F: 3 clusters Score -439463.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Entering Unmasked Estep 
Score: -859011.562500 Penalty: 1444.243530
	Iteration 0F: 2 clusters Score -859011.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -853602.125000 Penalty: 2888.487061
	Iteration 0F: 3 clusters Score -853602.1 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -855394.875000 Penalty: 2888.487061
	Iteration 1F: 3 clusters Score -855394.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -855737.875000 Penalty: 2888.487061
	Iteration 2F: 3 clusters Score -855737.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -855962.687500 Penalty: 2888.487061
	Iteration 3F: 3 clusters Score -855962.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -856121.000000 Penalty: 2888.487061
	Iteration 4Q: 3 clusters Score -856121 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -856288.250000 Penalty: 2888.487061
	Iteration 5Q: 3 clusters Score -856288.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -856450.250000 Penalty: 2888.487061
	Iteration 6Q: 3 clusters Score -856450.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -856605.312500 Penalty: 2888.487061
	Iteration 7Q: 3 clusters Score -856605.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -856741.875000 Penalty: 2888.487061
	Iteration 8Q: 3 clusters Score -856741.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -856869.125000 Penalty: 2888.487061
	Iteration 9Q: 3 clusters Score -856869.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -856979.187500 Penalty: 2888.487061
	Iteration 10Q: 3 clusters Score -856979.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -857068.937500 Penalty: 2888.487061
	Iteration 11Q: 3 clusters Score -857068.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -857149.187500 Penalty: 2888.487061
	Iteration 12Q: 3 clusters Score -857149.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -857218.437500 Penalty: 2888.487061
	Iteration 13Q: 3 clusters Score -857218.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -857278.812500 Penalty: 2888.487061
	Iteration 14Q: 3 clusters Score -857278.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -857333.812500 Penalty: 2888.487061
	Iteration 15Q: 3 clusters Score -857333.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -857387.000000 Penalty: 2888.487061
	Iteration 16Q: 3 clusters Score -857387 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -857450.437500 Penalty: 2888.487061
	Iteration 17Q: 3 clusters Score -857450.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -857507.812500 Penalty: 2888.487061
	Iteration 18Q: 3 clusters Score -857507.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -857552.250000 Penalty: 2888.487061
	Iteration 19Q: 3 clusters Score -857552.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -857599.187500 Penalty: 2888.487061
	Iteration 20F: 3 clusters Score -857599.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -857634.750000 Penalty: 2888.487061
	Iteration 21Q: 3 clusters Score -857634.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -857673.750000 Penalty: 2888.487061
	Iteration 22Q: 3 clusters Score -857673.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -857708.000000 Penalty: 2888.487061
	Iteration 23Q: 3 clusters Score -857708 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -857736.187500 Penalty: 2888.487061
	Iteration 24Q: 3 clusters Score -857736.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -857759.000000 Penalty: 2888.487061
	Iteration 25Q: 3 clusters Score -857759 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -857777.125000 Penalty: 2888.487061
	Iteration 26Q: 3 clusters Score -857777.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -857792.187500 Penalty: 2888.487061
	Iteration 27Q: 3 clusters Score -857792.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -857810.875000 Penalty: 2888.487061
	Iteration 28Q: 3 clusters Score -857810.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -857826.750000 Penalty: 2888.487061
	Iteration 29Q: 3 clusters Score -857826.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -857845.187500 Penalty: 2888.487061
	Iteration 30Q: 3 clusters Score -857845.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -857863.125000 Penalty: 2888.487061
	Iteration 31Q: 3 clusters Score -857863.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -857870.750000 Penalty: 2888.487061
	Iteration 32Q: 3 clusters Score -857870.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -857887.062500 Penalty: 2888.487061
	Iteration 33Q: 3 clusters Score -857887.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -857896.187500 Penalty: 2888.487061
	Iteration 34Q: 3 clusters Score -857896.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -857904.937500 Penalty: 2888.487061
	Iteration 35Q: 3 clusters Score -857904.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -857911.250000 Penalty: 2888.487061
	Iteration 36Q: 3 clusters Score -857911.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -857916.062500 Penalty: 2888.487061
	Iteration 37Q: 3 clusters Score -857916.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -857924.000000 Penalty: 2888.487061
	Iteration 38Q: 3 clusters Score -857924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -857927.312500 Penalty: 2888.487061
	Iteration 39Q: 3 clusters Score -857927.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -857933.250000 Penalty: 2888.487061
	Iteration 40F: 3 clusters Score -857933.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -857936.250000 Penalty: 2888.487061
	Iteration 41Q: 3 clusters Score -857936.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -857938.312500 Penalty: 2888.487061
	Iteration 42Q: 3 clusters Score -857938.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -857938.437500 Penalty: 2888.487061
	Iteration 43Q: 3 clusters Score -857938.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -857938.437500 Penalty: 2888.487061
	Iteration 44F: 3 clusters Score -857938.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Entering Unmasked Estep 
Score: -1226135.625000 Penalty: 1495.030640
	Iteration 0F: 2 clusters Score -1226136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1219054.500000 Penalty: 2990.061279
	Iteration 0F: 3 clusters Score -1219054 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1221484.000000 Penalty: 2990.061279
	Iteration 1F: 3 clusters Score -1221484 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1222001.250000 Penalty: 2990.061279
	Iteration 2F: 3 clusters Score -1222001 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1222529.875000 Penalty: 2990.061279
	Iteration 3F: 3 clusters Score -1222530 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1223060.125000 Penalty: 2990.061279
	Iteration 4F: 3 clusters Score -1223060 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1223534.000000 Penalty: 2990.061279
	Iteration 5F: 3 clusters Score -1223534 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1223869.125000 Penalty: 2990.061279
	Iteration 6F: 3 clusters Score -1223869 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1224108.125000 Penalty: 2990.061279
	Iteration 7Q: 3 clusters Score -1224108 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1224268.750000 Penalty: 2990.061279
	Iteration 8Q: 3 clusters Score -1224269 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1224359.500000 Penalty: 2990.061279
	Iteration 9Q: 3 clusters Score -1224360 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1224404.875000 Penalty: 2990.061279
	Iteration 10Q: 3 clusters Score -1224405 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1224433.000000 Penalty: 2990.061279
	Iteration 11Q: 3 clusters Score -1224433 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1224448.000000 Penalty: 2990.061279
	Iteration 12Q: 3 clusters Score -1224448 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1224460.500000 Penalty: 2990.061279
	Iteration 13Q: 3 clusters Score -1224460 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1224466.750000 Penalty: 2990.061279
	Iteration 14Q: 3 clusters Score -1224467 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1224477.875000 Penalty: 2990.061279
	Iteration 15Q: 3 clusters Score -1224478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1224480.750000 Penalty: 2990.061279
	Iteration 16Q: 3 clusters Score -1224481 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1224481.625000 Penalty: 2990.061279
	Iteration 17Q: 3 clusters Score -1224482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1224485.000000 Penalty: 2990.061279
	Iteration 18Q: 3 clusters Score -1224485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1224484.875000 Penalty: 2990.061279
	Iteration 19Q: 3 clusters Score -1224485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1224489.375000 Penalty: 2990.061279
	Iteration 20F: 3 clusters Score -1224489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1224488.250000 Penalty: 2990.061279
	Iteration 21Q: 3 clusters Score -1224488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1224488.375000 Penalty: 2990.061279
	Iteration 22Q: 3 clusters Score -1224488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1224488.875000 Penalty: 2990.061279
	Iteration 23Q: 3 clusters Score -1224489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1224489.000000 Penalty: 2990.061279
	Iteration 24Q: 3 clusters Score -1224489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1224489.375000 Penalty: 2990.061279
	Iteration 25Q: 3 clusters Score -1224489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1224493.000000 Penalty: 2990.061279
	Iteration 26Q: 3 clusters Score -1224493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1224494.375000 Penalty: 2990.061279
	Iteration 27Q: 3 clusters Score -1224494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1224498.250000 Penalty: 2990.061279
	Iteration 28Q: 3 clusters Score -1224498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1224499.375000 Penalty: 2990.061279
	Iteration 29Q: 3 clusters Score -1224499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1224503.375000 Penalty: 2990.061279
	Iteration 30Q: 3 clusters Score -1224503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1224501.375000 Penalty: 2990.061279
	Iteration 31Q: 3 clusters Score -1224501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1224503.000000 Penalty: 2990.061279
	Iteration 32Q: 3 clusters Score -1224503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1224506.250000 Penalty: 2990.061279
	Iteration 33Q: 3 clusters Score -1224506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1224506.750000 Penalty: 2990.061279
	Iteration 34Q: 3 clusters Score -1224507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1224505.875000 Penalty: 2990.061279
	Iteration 35Q: 3 clusters Score -1224506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1224505.375000 Penalty: 2990.061279
	Iteration 36Q: 3 clusters Score -1224505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1224505.125000 Penalty: 2990.061279
	Iteration 37Q: 3 clusters Score -1224505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1224505.125000 Penalty: 2990.061279
	Iteration 38F: 3 clusters Score -1224505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Entering Unmasked Estep 
Score: -1822596.000000 Penalty: 1558.543213
	Iteration 0F: 2 clusters Score -1822596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1812374.750000 Penalty: 3117.086426
	Iteration 0F: 3 clusters Score -1812375 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1815963.875000 Penalty: 3117.086426
	Iteration 1F: 3 clusters Score -1815964 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1816464.125000 Penalty: 3117.086426
	Iteration 2F: 3 clusters Score -1816464 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1817075.000000 Penalty: 3117.086426
	Iteration 3F: 3 clusters Score -1817075 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1817933.500000 Penalty: 3117.086426
	Iteration 4F: 3 clusters Score -1817934 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1818863.125000 Penalty: 3117.086426
	Iteration 5F: 3 clusters Score -1818863 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1819739.375000 Penalty: 3117.086426
	Iteration 6F: 3 clusters Score -1819739 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1820523.250000 Penalty: 3117.086426
	Iteration 7F: 3 clusters Score -1820523 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1821182.125000 Penalty: 3117.086426
	Iteration 8F: 3 clusters Score -1821182 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1821626.625000 Penalty: 3117.086426
	Iteration 9Q: 3 clusters Score -1821627 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1821840.375000 Penalty: 3117.086426
	Iteration 10Q: 3 clusters Score -1821840 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1821971.750000 Penalty: 3117.086426
	Iteration 11Q: 3 clusters Score -1821972 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1822048.250000 Penalty: 3117.086426
	Iteration 12Q: 3 clusters Score -1822048 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1822102.375000 Penalty: 3117.086426
	Iteration 13Q: 3 clusters Score -1822102 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1822148.000000 Penalty: 3117.086426
	Iteration 14Q: 3 clusters Score -1822148 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1822177.875000 Penalty: 3117.086426
	Iteration 15Q: 3 clusters Score -1822178 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1822197.375000 Penalty: 3117.086426
	Iteration 16Q: 3 clusters Score -1822197 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1822215.375000 Penalty: 3117.086426
	Iteration 17Q: 3 clusters Score -1822215 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1822216.500000 Penalty: 3117.086426
	Iteration 18Q: 3 clusters Score -1822216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1822232.125000 Penalty: 3117.086426
	Iteration 19Q: 3 clusters Score -1822232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1822237.375000 Penalty: 3117.086426
	Iteration 20F: 3 clusters Score -1822237 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1822241.750000 Penalty: 3117.086426
	Iteration 21Q: 3 clusters Score -1822242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1822245.250000 Penalty: 3117.086426
	Iteration 22Q: 3 clusters Score -1822245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1822254.375000 Penalty: 3117.086426
	Iteration 23Q: 3 clusters Score -1822254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1822255.125000 Penalty: 3117.086426
	Iteration 24Q: 3 clusters Score -1822255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1822260.000000 Penalty: 3117.086426
	Iteration 25Q: 3 clusters Score -1822260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1822263.000000 Penalty: 3117.086426
	Iteration 26Q: 3 clusters Score -1822263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1822262.375000 Penalty: 3117.086426
	Iteration 27Q: 3 clusters Score -1822262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1822266.625000 Penalty: 3117.086426
	Iteration 28Q: 3 clusters Score -1822267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1822262.875000 Penalty: 3117.086426
	Iteration 29Q: 3 clusters Score -1822263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1822263.750000 Penalty: 3117.086426
	Iteration 30Q: 3 clusters Score -1822264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1822265.125000 Penalty: 3117.086426
	Iteration 31Q: 3 clusters Score -1822265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1822261.625000 Penalty: 3117.086426
	Iteration 32Q: 3 clusters Score -1822262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1822261.625000 Penalty: 3117.086426
	Iteration 33F: 3 clusters Score -1822262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Entering Unmasked Estep 
Score: -819669.625000 Penalty: 1428.047241
	Iteration 0F: 2 clusters Score -819669.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -814789.500000 Penalty: 2856.094482
	Iteration 0F: 3 clusters Score -814789.5 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -816767.750000 Penalty: 2856.094482
	Iteration 1F: 3 clusters Score -816767.8 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -817410.812500 Penalty: 2856.094482
	Iteration 2F: 3 clusters Score -817410.8 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -817905.750000 Penalty: 2856.094482
	Iteration 3F: 3 clusters Score -817905.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -818348.812500 Penalty: 2856.094482
	Iteration 4F: 3 clusters Score -818348.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -818622.500000 Penalty: 2856.094482
	Iteration 5F: 3 clusters Score -818622.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -818803.437500 Penalty: 2856.094482
	Iteration 6Q: 3 clusters Score -818803.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -818923.375000 Penalty: 2856.094482
	Iteration 7Q: 3 clusters Score -818923.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -819008.875000 Penalty: 2856.094482
	Iteration 8Q: 3 clusters Score -819008.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -819056.375000 Penalty: 2856.094482
	Iteration 9Q: 3 clusters Score -819056.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -819099.000000 Penalty: 2856.094482
	Iteration 10Q: 3 clusters Score -819099 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -819122.250000 Penalty: 2856.094482
	Iteration 11Q: 3 clusters Score -819122.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -819141.937500 Penalty: 2856.094482
	Iteration 12Q: 3 clusters Score -819141.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -819157.750000 Penalty: 2856.094482
	Iteration 13Q: 3 clusters Score -819157.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -819173.062500 Penalty: 2856.094482
	Iteration 14Q: 3 clusters Score -819173.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -819192.812500 Penalty: 2856.094482
	Iteration 15Q: 3 clusters Score -819192.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -819204.312500 Penalty: 2856.094482
	Iteration 16Q: 3 clusters Score -819204.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -819215.875000 Penalty: 2856.094482
	Iteration 17Q: 3 clusters Score -819215.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -819229.625000 Penalty: 2856.094482
	Iteration 18Q: 3 clusters Score -819229.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -819242.187500 Penalty: 2856.094482
	Iteration 19Q: 3 clusters Score -819242.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -819250.187500 Penalty: 2856.094482
	Iteration 20F: 3 clusters Score -819250.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -819257.312500 Penalty: 2856.094482
	Iteration 21Q: 3 clusters Score -819257.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -819264.250000 Penalty: 2856.094482
	Iteration 22Q: 3 clusters Score -819264.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -819267.250000 Penalty: 2856.094482
	Iteration 23Q: 3 clusters Score -819267.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -819268.875000 Penalty: 2856.094482
	Iteration 24Q: 3 clusters Score -819268.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -819270.187500 Penalty: 2856.094482
	Iteration 25Q: 3 clusters Score -819270.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -819270.187500 Penalty: 2856.094482
	Iteration 26F: 3 clusters Score -819270.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Entering Unmasked Estep 
Score: -304633.218750 Penalty: 1282.037109
	Iteration 0F: 2 clusters Score -304633.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -302134.000000 Penalty: 2564.074219
	Iteration 0F: 3 clusters Score -302134 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -302799.781250 Penalty: 2564.074219
	Iteration 1F: 3 clusters Score -302799.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -302999.437500 Penalty: 2564.074219
	Iteration 2F: 3 clusters Score -302999.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -303174.031250 Penalty: 2564.074219
	Iteration 3F: 3 clusters Score -303174 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -303318.437500 Penalty: 2564.074219
	Iteration 4F: 3 clusters Score -303318.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -303416.625000 Penalty: 2564.074219
	Iteration 5F: 3 clusters Score -303416.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -303509.125000 Penalty: 2564.074219
	Iteration 6Q: 3 clusters Score -303509.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -303576.593750 Penalty: 2564.074219
	Iteration 7Q: 3 clusters Score -303576.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -303618.500000 Penalty: 2564.074219
	Iteration 8Q: 3 clusters Score -303618.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -303634.531250 Penalty: 2564.074219
	Iteration 9Q: 3 clusters Score -303634.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -303641.750000 Penalty: 2564.074219
	Iteration 10Q: 3 clusters Score -303641.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -303647.281250 Penalty: 2564.074219
	Iteration 11Q: 3 clusters Score -303647.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -303652.250000 Penalty: 2564.074219
	Iteration 12Q: 3 clusters Score -303652.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -303653.750000 Penalty: 2564.074219
	Iteration 13Q: 3 clusters Score -303653.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -303655.562500 Penalty: 2564.074219
	Iteration 14Q: 3 clusters Score -303655.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -303659.500000 Penalty: 2564.074219
	Iteration 15Q: 3 clusters Score -303659.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -303663.843750 Penalty: 2564.074219
	Iteration 16Q: 3 clusters Score -303663.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -303668.187500 Penalty: 2564.074219
	Iteration 17Q: 3 clusters Score -303668.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -303670.812500 Penalty: 2564.074219
	Iteration 18Q: 3 clusters Score -303670.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -303676.031250 Penalty: 2564.074219
	Iteration 19Q: 3 clusters Score -303676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -303679.125000 Penalty: 2564.074219
	Iteration 20F: 3 clusters Score -303679.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -303682.468750 Penalty: 2564.074219
	Iteration 21Q: 3 clusters Score -303682.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -303686.562500 Penalty: 2564.074219
	Iteration 22Q: 3 clusters Score -303686.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -303689.062500 Penalty: 2564.074219
	Iteration 23Q: 3 clusters Score -303689.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -303693.812500 Penalty: 2564.074219
	Iteration 24Q: 3 clusters Score -303693.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -303699.406250 Penalty: 2564.074219
	Iteration 25Q: 3 clusters Score -303699.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -303705.156250 Penalty: 2564.074219
	Iteration 26Q: 3 clusters Score -303705.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -303710.500000 Penalty: 2564.074219
	Iteration 27Q: 3 clusters Score -303710.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -303712.687500 Penalty: 2564.074219
	Iteration 28Q: 3 clusters Score -303712.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -303716.937500 Penalty: 2564.074219
	Iteration 29Q: 3 clusters Score -303716.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -303718.906250 Penalty: 2564.074219
	Iteration 30Q: 3 clusters Score -303718.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -303720.093750 Penalty: 2564.074219
	Iteration 31Q: 3 clusters Score -303720.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -303721.062500 Penalty: 2564.074219
	Iteration 32Q: 3 clusters Score -303721.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -303721.625000 Penalty: 2564.074219
	Iteration 33Q: 3 clusters Score -303721.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -303721.875000 Penalty: 2564.074219
	Iteration 34Q: 3 clusters Score -303721.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -303722.968750 Penalty: 2564.074219
	Iteration 35Q: 3 clusters Score -303723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -303723.281250 Penalty: 2564.074219
	Iteration 36Q: 3 clusters Score -303723.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -303725.062500 Penalty: 2564.074219
	Iteration 37Q: 3 clusters Score -303725.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -303726.312500 Penalty: 2564.074219
	Iteration 38Q: 3 clusters Score -303726.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -303727.312500 Penalty: 2564.074219
	Iteration 39Q: 3 clusters Score -303727.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -303727.656250 Penalty: 2564.074219
	Iteration 40F: 3 clusters Score -303727.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -303728.937500 Penalty: 2564.074219
	Iteration 41Q: 3 clusters Score -303728.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -303728.937500 Penalty: 2564.074219
	Iteration 42F: 3 clusters Score -303728.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Entering Unmasked Estep 
Score: -1972487.875000 Penalty: 1571.709717
	Iteration 0F: 2 clusters Score -1972488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1961520.875000 Penalty: 3143.419434
	Iteration 0F: 3 clusters Score -1961521 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1965528.250000 Penalty: 3143.419434
	Iteration 1F: 3 clusters Score -1965528 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1966066.625000 Penalty: 3143.419434
	Iteration 2F: 3 clusters Score -1966067 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1966832.250000 Penalty: 3143.419434
	Iteration 3F: 3 clusters Score -1966832 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1967889.625000 Penalty: 3143.419434
	Iteration 4F: 3 clusters Score -1967890 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1969016.000000 Penalty: 3143.419434
	Iteration 5F: 3 clusters Score -1969016 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1969885.375000 Penalty: 3143.419434
	Iteration 6F: 3 clusters Score -1969885 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1970454.625000 Penalty: 3143.419434
	Iteration 7F: 3 clusters Score -1970455 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1970727.500000 Penalty: 3143.419434
	Iteration 8Q: 3 clusters Score -1970728 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1970855.375000 Penalty: 3143.419434
	Iteration 9Q: 3 clusters Score -1970855 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1970957.625000 Penalty: 3143.419434
	Iteration 10Q: 3 clusters Score -1970958 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1971016.375000 Penalty: 3143.419434
	Iteration 11Q: 3 clusters Score -1971016 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1971059.625000 Penalty: 3143.419434
	Iteration 12Q: 3 clusters Score -1971060 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1971100.250000 Penalty: 3143.419434
	Iteration 13Q: 3 clusters Score -1971100 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1971126.625000 Penalty: 3143.419434
	Iteration 14Q: 3 clusters Score -1971127 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1971164.375000 Penalty: 3143.419434
	Iteration 15Q: 3 clusters Score -1971164 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1971191.375000 Penalty: 3143.419434
	Iteration 16Q: 3 clusters Score -1971191 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1971237.125000 Penalty: 3143.419434
	Iteration 17Q: 3 clusters Score -1971237 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1971282.000000 Penalty: 3143.419434
	Iteration 18Q: 3 clusters Score -1971282 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1971311.125000 Penalty: 3143.419434
	Iteration 19Q: 3 clusters Score -1971311 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1971352.250000 Penalty: 3143.419434
	Iteration 20F: 3 clusters Score -1971352 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1971378.875000 Penalty: 3143.419434
	Iteration 21Q: 3 clusters Score -1971379 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1971402.000000 Penalty: 3143.419434
	Iteration 22Q: 3 clusters Score -1971402 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1971422.500000 Penalty: 3143.419434
	Iteration 23Q: 3 clusters Score -1971422 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1971443.125000 Penalty: 3143.419434
	Iteration 24Q: 3 clusters Score -1971443 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1971462.625000 Penalty: 3143.419434
	Iteration 25Q: 3 clusters Score -1971463 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1971480.000000 Penalty: 3143.419434
	Iteration 26Q: 3 clusters Score -1971480 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1971487.625000 Penalty: 3143.419434
	Iteration 27Q: 3 clusters Score -1971488 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1971496.500000 Penalty: 3143.419434
	Iteration 28Q: 3 clusters Score -1971496 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1971508.125000 Penalty: 3143.419434
	Iteration 29Q: 3 clusters Score -1971508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1971516.875000 Penalty: 3143.419434
	Iteration 30Q: 3 clusters Score -1971517 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1971517.125000 Penalty: 3143.419434
	Iteration 31Q: 3 clusters Score -1971517 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1971524.750000 Penalty: 3143.419434
	Iteration 32Q: 3 clusters Score -1971525 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1971527.125000 Penalty: 3143.419434
	Iteration 33Q: 3 clusters Score -1971527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1971533.625000 Penalty: 3143.419434
	Iteration 34Q: 3 clusters Score -1971534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1971533.750000 Penalty: 3143.419434
	Iteration 35Q: 3 clusters Score -1971534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1971540.000000 Penalty: 3143.419434
	Iteration 36Q: 3 clusters Score -1971540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1971545.250000 Penalty: 3143.419434
	Iteration 37Q: 3 clusters Score -1971545 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1971546.875000 Penalty: 3143.419434
	Iteration 38Q: 3 clusters Score -1971547 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1971550.375000 Penalty: 3143.419434
	Iteration 39Q: 3 clusters Score -1971550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1971561.000000 Penalty: 3143.419434
	Iteration 40F: 3 clusters Score -1971561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1971563.250000 Penalty: 3143.419434
	Iteration 41Q: 3 clusters Score -1971563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1971567.750000 Penalty: 3143.419434
	Iteration 42Q: 3 clusters Score -1971568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1971570.625000 Penalty: 3143.419434
	Iteration 43Q: 3 clusters Score -1971571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1971575.125000 Penalty: 3143.419434
	Iteration 44Q: 3 clusters Score -1971575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1971578.875000 Penalty: 3143.419434
	Iteration 45Q: 3 clusters Score -1971579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1971584.625000 Penalty: 3143.419434
	Iteration 46Q: 3 clusters Score -1971585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1971584.750000 Penalty: 3143.419434
	Iteration 47Q: 3 clusters Score -1971585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1971584.875000 Penalty: 3143.419434
	Iteration 48Q: 3 clusters Score -1971585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1971582.250000 Penalty: 3143.419434
	Iteration 49Q: 3 clusters Score -1971582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1971585.000000 Penalty: 3143.419434
	Iteration 50Q: 3 clusters Score -1971585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1971584.375000 Penalty: 3143.419434
	Iteration 51Q: 3 clusters Score -1971584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1971586.875000 Penalty: 3143.419434
	Iteration 52Q: 3 clusters Score -1971587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1971586.875000 Penalty: 3143.419434
	Iteration 53Q: 3 clusters Score -1971587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1971588.375000 Penalty: 3143.419434
	Iteration 54Q: 3 clusters Score -1971588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1971592.250000 Penalty: 3143.419434
	Iteration 55Q: 3 clusters Score -1971592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1971592.125000 Penalty: 3143.419434
	Iteration 56Q: 3 clusters Score -1971592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1971590.750000 Penalty: 3143.419434
	Iteration 57Q: 3 clusters Score -1971591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1971591.375000 Penalty: 3143.419434
	Iteration 58Q: 3 clusters Score -1971591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1971590.500000 Penalty: 3143.419434
	Iteration 59Q: 3 clusters Score -1971590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1971592.250000 Penalty: 3143.419434
	Iteration 60F: 3 clusters Score -1971592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1971586.250000 Penalty: 3143.419434
	Iteration 61Q: 3 clusters Score -1971586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1971592.250000 Penalty: 3143.419434
	Iteration 62Q: 3 clusters Score -1971592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1971597.250000 Penalty: 3143.419434
	Iteration 63Q: 3 clusters Score -1971597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1971601.250000 Penalty: 3143.419434
	Iteration 64Q: 3 clusters Score -1971601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1971598.500000 Penalty: 3143.419434
	Iteration 65Q: 3 clusters Score -1971598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1971600.000000 Penalty: 3143.419434
	Iteration 66Q: 3 clusters Score -1971600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1971602.000000 Penalty: 3143.419434
	Iteration 67Q: 3 clusters Score -1971602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1971603.625000 Penalty: 3143.419434
	Iteration 68Q: 3 clusters Score -1971604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1971605.375000 Penalty: 3143.419434
	Iteration 69Q: 3 clusters Score -1971605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1971603.250000 Penalty: 3143.419434
	Iteration 70Q: 3 clusters Score -1971603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1971606.000000 Penalty: 3143.419434
	Iteration 71Q: 3 clusters Score -1971606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1971605.500000 Penalty: 3143.419434
	Iteration 72Q: 3 clusters Score -1971606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1971605.500000 Penalty: 3143.419434
	Iteration 73F: 3 clusters Score -1971606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (101293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101293 members 
Entering Unmasked Estep 
Score: -12800426.000000 Penalty: 1872.937988
	Iteration 0F: 2 clusters Score -1.280043e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 50438 members 
Entering Unmasked Estep 
Score: -12737083.000000 Penalty: 3745.875977
	Iteration 0F: 3 clusters Score -1.273708e+07 nChanged 48333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53398 members 
Mstep: Class 2 contains 47895 members 
Entering Unmasked Estep 
Score: -12765344.000000 Penalty: 3745.875977
	Iteration 1F: 3 clusters Score -1.276534e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55122 members 
Mstep: Class 2 contains 46171 members 
Entering Unmasked Estep 
Score: -12766399.000000 Penalty: 3745.875977
	Iteration 2Q: 3 clusters Score -1.27664e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -12767993.000000 Penalty: 3745.875977
	Iteration 3Q: 3 clusters Score -1.276799e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62260 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -12770564.000000 Penalty: 3745.875977
	Iteration 4F: 3 clusters Score -1.277056e+07 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68540 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -12774980.000000 Penalty: 3745.875977
	Iteration 5F: 3 clusters Score -1.277498e+07 nChanged 8494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76632 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -12782050.000000 Penalty: 3745.875977
	Iteration 6F: 3 clusters Score -1.278205e+07 nChanged 8510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84876 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -12790309.000000 Penalty: 3745.875977
	Iteration 7F: 3 clusters Score -1.279031e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -12796488.000000 Penalty: 3745.875977
	Iteration 8F: 3 clusters Score -1.279649e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94155 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -12799240.000000 Penalty: 3745.875977
	Iteration 9Q: 3 clusters Score -1.279924e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96031 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -12800074.000000 Penalty: 3745.875977
	Iteration 10Q: 3 clusters Score -1.280007e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97293 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -12800216.000000 Penalty: 3745.875977
	Iteration 11Q: 3 clusters Score -1.280022e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98229 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -12800223.000000 Penalty: 3745.875977
	Iteration 12Q: 3 clusters Score -1.280022e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98924 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -12800022.000000 Penalty: 3745.875977
	Iteration 13Q: 3 clusters Score -1.280002e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99432 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -12799857.000000 Penalty: 3745.875977
	Iteration 14Q: 3 clusters Score -1.279986e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99779 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -12799724.000000 Penalty: 3745.875977
	Iteration 15Q: 3 clusters Score -1.279972e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100056 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -12799627.000000 Penalty: 3745.875977
	Iteration 16Q: 3 clusters Score -1.279963e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100250 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -12799526.000000 Penalty: 3745.875977
	Iteration 17Q: 3 clusters Score -1.279953e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100386 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -12799469.000000 Penalty: 3745.875977
	Iteration 18Q: 3 clusters Score -1.279947e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100482 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -12799400.000000 Penalty: 3745.875977
	Iteration 19Q: 3 clusters Score -1.27994e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100552 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -12799357.000000 Penalty: 3745.875977
	Iteration 20F: 3 clusters Score -1.279936e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100605 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -12799335.000000 Penalty: 3745.875977
	Iteration 21Q: 3 clusters Score -1.279934e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100648 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -12799346.000000 Penalty: 3745.875977
	Iteration 22Q: 3 clusters Score -1.279935e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100676 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -12799336.000000 Penalty: 3745.875977
	Iteration 23Q: 3 clusters Score -1.279934e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100704 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -12799329.000000 Penalty: 3745.875977
	Iteration 24Q: 3 clusters Score -1.279933e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100723 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -12799305.000000 Penalty: 3745.875977
	Iteration 25Q: 3 clusters Score -1.27993e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100742 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -12799304.000000 Penalty: 3745.875977
	Iteration 26Q: 3 clusters Score -1.27993e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100753 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -12799287.000000 Penalty: 3745.875977
	Iteration 27Q: 3 clusters Score -1.279929e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100762 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -12799278.000000 Penalty: 3745.875977
	Iteration 28Q: 3 clusters Score -1.279928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100772 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -12799285.000000 Penalty: 3745.875977
	Iteration 29Q: 3 clusters Score -1.279928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100777 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -12799271.000000 Penalty: 3745.875977
	Iteration 30Q: 3 clusters Score -1.279927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100783 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -12799262.000000 Penalty: 3745.875977
	Iteration 31Q: 3 clusters Score -1.279926e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100791 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -12799255.000000 Penalty: 3745.875977
	Iteration 32Q: 3 clusters Score -1.279926e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100802 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -12799260.000000 Penalty: 3745.875977
	Iteration 33Q: 3 clusters Score -1.279926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100810 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -12799265.000000 Penalty: 3745.875977
	Iteration 34Q: 3 clusters Score -1.279926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100815 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -12799264.000000 Penalty: 3745.875977
	Iteration 35Q: 3 clusters Score -1.279926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100822 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -12799256.000000 Penalty: 3745.875977
	Iteration 36Q: 3 clusters Score -1.279926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100829 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -12799252.000000 Penalty: 3745.875977
	Iteration 37Q: 3 clusters Score -1.279925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100831 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -12799239.000000 Penalty: 3745.875977
	Iteration 38Q: 3 clusters Score -1.279924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100833 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -12799251.000000 Penalty: 3745.875977
	Iteration 39Q: 3 clusters Score -1.279925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100838 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -12799246.000000 Penalty: 3745.875977
	Iteration 40F: 3 clusters Score -1.279925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100844 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -12799243.000000 Penalty: 3745.875977
	Iteration 41Q: 3 clusters Score -1.279924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100846 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -12799247.000000 Penalty: 3745.875977
	Iteration 42Q: 3 clusters Score -1.279925e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100846 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -12799247.000000 Penalty: 3745.875977
	Iteration 43F: 3 clusters Score -1.279925e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (56602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56602 members 
Entering Unmasked Estep 
Score: -7037066.000000 Penalty: 1778.367554
	Iteration 0F: 2 clusters Score -7037066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -6999179.500000 Penalty: 3556.735107
	Iteration 0F: 3 clusters Score -6999180 nChanged 26640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -7014637.000000 Penalty: 3556.735107
	Iteration 1F: 3 clusters Score -7014637 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -7015685.500000 Penalty: 3556.735107
	Iteration 2Q: 3 clusters Score -7015686 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -7017208.500000 Penalty: 3556.735107
	Iteration 3F: 3 clusters Score -7017208 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -7019682.000000 Penalty: 3556.735107
	Iteration 4F: 3 clusters Score -7019682 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 43424 members 
Entering Unmasked Estep 
Score: -7023442.500000 Penalty: 3556.735107
	Iteration 5F: 3 clusters Score -7023442 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -7028040.500000 Penalty: 3556.735107
	Iteration 6F: 3 clusters Score -7028040 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -7031958.000000 Penalty: 3556.735107
	Iteration 7F: 3 clusters Score -7031958 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 54518 members 
Entering Unmasked Estep 
Score: -7034134.000000 Penalty: 3556.735107
	Iteration 8Q: 3 clusters Score -7034134 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 55493 members 
Entering Unmasked Estep 
Score: -7035058.000000 Penalty: 3556.735107
	Iteration 9Q: 3 clusters Score -7035058 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 55826 members 
Entering Unmasked Estep 
Score: -7035418.000000 Penalty: 3556.735107
	Iteration 10Q: 3 clusters Score -7035418 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 55940 members 
Entering Unmasked Estep 
Score: -7035631.500000 Penalty: 3556.735107
	Iteration 11Q: 3 clusters Score -7035632 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 55972 members 
Entering Unmasked Estep 
Score: -7035703.500000 Penalty: 3556.735107
	Iteration 12Q: 3 clusters Score -7035704 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 55981 members 
Entering Unmasked Estep 
Score: -7035746.500000 Penalty: 3556.735107
	Iteration 13Q: 3 clusters Score -7035746 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 55991 members 
Entering Unmasked Estep 
Score: -7035780.500000 Penalty: 3556.735107
	Iteration 14Q: 3 clusters Score -7035780 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 55999 members 
Entering Unmasked Estep 
Score: -7035808.000000 Penalty: 3556.735107
	Iteration 15Q: 3 clusters Score -7035808 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 56002 members 
Entering Unmasked Estep 
Score: -7035835.500000 Penalty: 3556.735107
	Iteration 16Q: 3 clusters Score -7035836 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 56002 members 
Entering Unmasked Estep 
Score: -7035862.500000 Penalty: 3556.735107
	Iteration 17Q: 3 clusters Score -7035862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 55991 members 
Entering Unmasked Estep 
Score: -7035873.000000 Penalty: 3556.735107
	Iteration 18Q: 3 clusters Score -7035873 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 55986 members 
Entering Unmasked Estep 
Score: -7035882.000000 Penalty: 3556.735107
	Iteration 19Q: 3 clusters Score -7035882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 55986 members 
Entering Unmasked Estep 
Score: -7035884.500000 Penalty: 3556.735107
	Iteration 20F: 3 clusters Score -7035884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 55987 members 
Entering Unmasked Estep 
Score: -7035886.000000 Penalty: 3556.735107
	Iteration 21Q: 3 clusters Score -7035886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 55986 members 
Entering Unmasked Estep 
Score: -7035882.500000 Penalty: 3556.735107
	Iteration 22Q: 3 clusters Score -7035882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 55987 members 
Entering Unmasked Estep 
Score: -7035882.500000 Penalty: 3556.735107
	Iteration 23Q: 3 clusters Score -7035882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 55987 members 
Entering Unmasked Estep 
Score: -7035882.500000 Penalty: 3556.735107
	Iteration 24F: 3 clusters Score -7035882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (69862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69862 members 
Entering Unmasked Estep 
Score: -8733342.000000 Penalty: 1812.569946
	Iteration 0F: 2 clusters Score -8733342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -8687027.000000 Penalty: 3625.139893
	Iteration 0F: 3 clusters Score -8687027 nChanged 33067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -8706065.000000 Penalty: 3625.139893
	Iteration 1F: 3 clusters Score -8706065 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -8706944.000000 Penalty: 3625.139893
	Iteration 2Q: 3 clusters Score -8706944 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -8708213.000000 Penalty: 3625.139893
	Iteration 3Q: 3 clusters Score -8708213 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -8709861.000000 Penalty: 3625.139893
	Iteration 4Q: 3 clusters Score -8709861 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -8711900.000000 Penalty: 3625.139893
	Iteration 5F: 3 clusters Score -8711900 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -8714160.000000 Penalty: 3625.139893
	Iteration 6F: 3 clusters Score -8714160 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -8716593.000000 Penalty: 3625.139893
	Iteration 7F: 3 clusters Score -8716593 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -8718648.000000 Penalty: 3625.139893
	Iteration 8F: 3 clusters Score -8718648 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -8720251.000000 Penalty: 3625.139893
	Iteration 9Q: 3 clusters Score -8720251 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -8721332.000000 Penalty: 3625.139893
	Iteration 10Q: 3 clusters Score -8721332 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -8722041.000000 Penalty: 3625.139893
	Iteration 11Q: 3 clusters Score -8722041 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -8722502.000000 Penalty: 3625.139893
	Iteration 12Q: 3 clusters Score -8722502 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 47854 members 
Entering Unmasked Estep 
Score: -8722825.000000 Penalty: 3625.139893
	Iteration 13Q: 3 clusters Score -8722825 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 48793 members 
Entering Unmasked Estep 
Score: -8723081.000000 Penalty: 3625.139893
	Iteration 14Q: 3 clusters Score -8723081 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -8723383.000000 Penalty: 3625.139893
	Iteration 15Q: 3 clusters Score -8723383 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 50707 members 
Entering Unmasked Estep 
Score: -8723565.000000 Penalty: 3625.139893
	Iteration 16Q: 3 clusters Score -8723565 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 51699 members 
Entering Unmasked Estep 
Score: -8723841.000000 Penalty: 3625.139893
	Iteration 17Q: 3 clusters Score -8723841 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 52766 members 
Entering Unmasked Estep 
Score: -8724145.000000 Penalty: 3625.139893
	Iteration 18Q: 3 clusters Score -8724145 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 53924 members 
Entering Unmasked Estep 
Score: -8724513.000000 Penalty: 3625.139893
	Iteration 19Q: 3 clusters Score -8724513 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 55109 members 
Entering Unmasked Estep 
Score: -8724841.000000 Penalty: 3625.139893
	Iteration 20F: 3 clusters Score -8724841 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 56345 members 
Entering Unmasked Estep 
Score: -8725286.000000 Penalty: 3625.139893
	Iteration 21Q: 3 clusters Score -8725286 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 57614 members 
Entering Unmasked Estep 
Score: -8725767.000000 Penalty: 3625.139893
	Iteration 22Q: 3 clusters Score -8725767 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 58896 members 
Entering Unmasked Estep 
Score: -8726277.000000 Penalty: 3625.139893
	Iteration 23Q: 3 clusters Score -8726277 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 60244 members 
Entering Unmasked Estep 
Score: -8726846.000000 Penalty: 3625.139893
	Iteration 24Q: 3 clusters Score -8726846 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 61595 members 
Entering Unmasked Estep 
Score: -8727520.000000 Penalty: 3625.139893
	Iteration 25Q: 3 clusters Score -8727520 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 62909 members 
Entering Unmasked Estep 
Score: -8728240.000000 Penalty: 3625.139893
	Iteration 26Q: 3 clusters Score -8728240 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 64137 members 
Entering Unmasked Estep 
Score: -8728918.000000 Penalty: 3625.139893
	Iteration 27Q: 3 clusters Score -8728918 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 65219 members 
Entering Unmasked Estep 
Score: -8729557.000000 Penalty: 3625.139893
	Iteration 28Q: 3 clusters Score -8729557 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 66134 members 
Entering Unmasked Estep 
Score: -8730118.000000 Penalty: 3625.139893
	Iteration 29Q: 3 clusters Score -8730118 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 66876 members 
Entering Unmasked Estep 
Score: -8730601.000000 Penalty: 3625.139893
	Iteration 30Q: 3 clusters Score -8730601 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 67446 members 
Entering Unmasked Estep 
Score: -8731004.000000 Penalty: 3625.139893
	Iteration 31Q: 3 clusters Score -8731004 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 67850 members 
Entering Unmasked Estep 
Score: -8731247.000000 Penalty: 3625.139893
	Iteration 32Q: 3 clusters Score -8731247 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 68131 members 
Entering Unmasked Estep 
Score: -8731407.000000 Penalty: 3625.139893
	Iteration 33Q: 3 clusters Score -8731407 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 68336 members 
Entering Unmasked Estep 
Score: -8731523.000000 Penalty: 3625.139893
	Iteration 34Q: 3 clusters Score -8731523 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 68486 members 
Entering Unmasked Estep 
Score: -8731610.000000 Penalty: 3625.139893
	Iteration 35Q: 3 clusters Score -8731610 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 68593 members 
Entering Unmasked Estep 
Score: -8731672.000000 Penalty: 3625.139893
	Iteration 36Q: 3 clusters Score -8731672 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 68684 members 
Entering Unmasked Estep 
Score: -8731715.000000 Penalty: 3625.139893
	Iteration 37Q: 3 clusters Score -8731715 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 68764 members 
Entering Unmasked Estep 
Score: -8731761.000000 Penalty: 3625.139893
	Iteration 38Q: 3 clusters Score -8731761 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 68827 members 
Entering Unmasked Estep 
Score: -8731811.000000 Penalty: 3625.139893
	Iteration 39Q: 3 clusters Score -8731811 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 68887 members 
Entering Unmasked Estep 
Score: -8731824.000000 Penalty: 3625.139893
	Iteration 40F: 3 clusters Score -8731824 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 68930 members 
Entering Unmasked Estep 
Score: -8731843.000000 Penalty: 3625.139893
	Iteration 41Q: 3 clusters Score -8731843 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 68960 members 
Entering Unmasked Estep 
Score: -8731853.000000 Penalty: 3625.139893
	Iteration 42Q: 3 clusters Score -8731853 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 68974 members 
Entering Unmasked Estep 
Score: -8731866.000000 Penalty: 3625.139893
	Iteration 43Q: 3 clusters Score -8731866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 68993 members 
Entering Unmasked Estep 
Score: -8731883.000000 Penalty: 3625.139893
	Iteration 44Q: 3 clusters Score -8731883 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 69012 members 
Entering Unmasked Estep 
Score: -8731888.000000 Penalty: 3625.139893
	Iteration 45Q: 3 clusters Score -8731888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 69034 members 
Entering Unmasked Estep 
Score: -8731892.000000 Penalty: 3625.139893
	Iteration 46Q: 3 clusters Score -8731892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 69054 members 
Entering Unmasked Estep 
Score: -8731897.000000 Penalty: 3625.139893
	Iteration 47Q: 3 clusters Score -8731897 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 69068 members 
Entering Unmasked Estep 
Score: -8731899.000000 Penalty: 3625.139893
	Iteration 48Q: 3 clusters Score -8731899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 69071 members 
Entering Unmasked Estep 
Score: -8731907.000000 Penalty: 3625.139893
	Iteration 49Q: 3 clusters Score -8731907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 69076 members 
Entering Unmasked Estep 
Score: -8731921.000000 Penalty: 3625.139893
	Iteration 50Q: 3 clusters Score -8731921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 69082 members 
Entering Unmasked Estep 
Score: -8731921.000000 Penalty: 3625.139893
	Iteration 51Q: 3 clusters Score -8731921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 69084 members 
Entering Unmasked Estep 
Score: -8731927.000000 Penalty: 3625.139893
	Iteration 52Q: 3 clusters Score -8731927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 69084 members 
Entering Unmasked Estep 
Score: -8731933.000000 Penalty: 3625.139893
	Iteration 53Q: 3 clusters Score -8731933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 69086 members 
Entering Unmasked Estep 
Score: -8731927.000000 Penalty: 3625.139893
	Iteration 54Q: 3 clusters Score -8731927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 69086 members 
Entering Unmasked Estep 
Score: -8731927.000000 Penalty: 3625.139893
	Iteration 55F: 3 clusters Score -8731927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -54929.128906 Penalty: 1014.992310
	Iteration 0F: 2 clusters Score -54929.13 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 251 members 
Entering Unmasked Estep 
Score: -53875.929688 Penalty: 2029.984619
	Iteration 0F: 3 clusters Score -53875.93 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -54130.199219 Penalty: 2029.984619
	Iteration 1F: 3 clusters Score -54130.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -54246.746094 Penalty: 2029.984619
	Iteration 2F: 3 clusters Score -54246.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -54288.367188 Penalty: 2029.984619
	Iteration 3Q: 3 clusters Score -54288.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -54322.816406 Penalty: 2029.984619
	Iteration 4Q: 3 clusters Score -54322.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -54350.679688 Penalty: 2029.984619
	Iteration 5Q: 3 clusters Score -54350.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -54373.785156 Penalty: 2029.984619
	Iteration 6Q: 3 clusters Score -54373.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -54400.875000 Penalty: 2029.984619
	Iteration 7Q: 3 clusters Score -54400.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -54447.929688 Penalty: 2029.984619
	Iteration 8Q: 3 clusters Score -54447.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -54464.230469 Penalty: 2029.984619
	Iteration 9Q: 3 clusters Score -54464.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -54485.140625 Penalty: 2029.984619
	Iteration 10Q: 3 clusters Score -54485.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -54502.207031 Penalty: 2029.984619
	Iteration 11Q: 3 clusters Score -54502.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -54508.300781 Penalty: 2029.984619
	Iteration 12Q: 3 clusters Score -54508.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -54518.640625 Penalty: 2029.984619
	Iteration 13Q: 3 clusters Score -54518.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -54521.390625 Penalty: 2029.984619
	Iteration 14Q: 3 clusters Score -54521.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -54523.503906 Penalty: 2029.984619
	Iteration 15Q: 3 clusters Score -54523.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -54525.996094 Penalty: 2029.984619
	Iteration 16Q: 3 clusters Score -54526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -54527.285156 Penalty: 2029.984619
	Iteration 17Q: 3 clusters Score -54527.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -54527.285156 Penalty: 2029.984619
	Iteration 18F: 3 clusters Score -54527.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -117417.000000 Penalty: 1128.570801
	Iteration 0F: 2 clusters Score -117417 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 533 members 
Entering Unmasked Estep 
Score: -115991.617188 Penalty: 2257.141602
	Iteration 0F: 3 clusters Score -115991.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -116397.648438 Penalty: 2257.141602
	Iteration 1F: 3 clusters Score -116397.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -116627.046875 Penalty: 2257.141602
	Iteration 2F: 3 clusters Score -116627 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -116816.460938 Penalty: 2257.141602
	Iteration 3F: 3 clusters Score -116816.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -117002.437500 Penalty: 2257.141602
	Iteration 4F: 3 clusters Score -117002.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -117133.179688 Penalty: 2257.141602
	Iteration 5F: 3 clusters Score -117133.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -117247.898438 Penalty: 2257.141602
	Iteration 6Q: 3 clusters Score -117247.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -117331.171875 Penalty: 2257.141602
	Iteration 7Q: 3 clusters Score -117331.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -117386.140625 Penalty: 2257.141602
	Iteration 8Q: 3 clusters Score -117386.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -117441.507812 Penalty: 2257.141602
	Iteration 9Q: 3 clusters Score -117441.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -117493.867188 Penalty: 2257.141602
	Iteration 10Q: 3 clusters Score -117493.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -117537.476562 Penalty: 2257.141602
	Iteration 11Q: 3 clusters Score -117537.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -117583.039062 Penalty: 2257.141602
	Iteration 12Q: 3 clusters Score -117583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -117601.085938 Penalty: 2257.141602
	Iteration 13Q: 3 clusters Score -117601.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -117611.273438 Penalty: 2257.141602
	Iteration 14Q: 3 clusters Score -117611.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -117613.187500 Penalty: 2257.141602
	Iteration 15Q: 3 clusters Score -117613.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -117613.750000 Penalty: 2257.141602
	Iteration 16Q: 3 clusters Score -117613.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -117613.750000 Penalty: 2257.141602
	Iteration 17F: 3 clusters Score -117613.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 104752 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 2070 members 
Mstep: Class 5 contains 63970 members 
Mstep: Class 6 contains 27443 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 25436 members 
Mstep: Class 9 contains 101555 members 
Mstep: Class 10 contains 6679 members 
Mstep: Class 11 contains 7173 members 
Mstep: Class 12 contains 1008 members 
Mstep: Class 13 contains 99254 members 
Mstep: Class 14 contains 35310 members 
Mstep: Class 15 contains 105957 members 
Mstep: Class 16 contains 3526 members 
Mstep: Class 17 contains 7242 members 
Mstep: Class 18 contains 9899 members 
Mstep: Class 19 contains 14633 members 
Mstep: Class 20 contains 6555 members 
Mstep: Class 21 contains 2669 members 
Mstep: Class 22 contains 15868 members 
Mstep: Class 23 contains 101293 members 
Mstep: Class 24 contains 56602 members 
Mstep: Class 25 contains 69862 members 
Mstep: Class 26 contains 516 members 
Mstep: Class 27 contains 507 members 
Mstep: Class 28 contains 7431 members 
Mstep: Class 29 contains 6625 members 
Mstep: Class 30 contains 1440 members 
Mstep: Class 31 contains 9309 members 
Mstep: Class 32 contains 376 members 
Mstep: Class 33 contains 3078 members 
Mstep: Class 34 contains 448 members 
Mstep: Class 35 contains 5900 members 
Mstep: Class 36 contains 444 members 
Mstep: Class 37 contains 553 members 
Mstep: Class 38 contains 314 members 
Mstep: Class 39 contains 162 members 
Mstep: Class 40 contains 531 members 
Entering Unmasked Estep 
Score: -111773640.000000 Penalty: 89247.812500
Splitting cluster 27 changes total score from -111774232.000000 to -111773640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (7431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Entering Unmasked Estep 
Score: -909136.187500 Penalty: 1448.430054
	Iteration 0F: 2 clusters Score -909136.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -903721.625000 Penalty: 2896.860107
	Iteration 0F: 3 clusters Score -903721.6 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -905971.250000 Penalty: 2896.860107
	Iteration 1F: 3 clusters Score -905971.2 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -906812.875000 Penalty: 2896.860107
	Iteration 2F: 3 clusters Score -906812.9 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -907716.625000 Penalty: 2896.860107
	Iteration 3F: 3 clusters Score -907716.6 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -908502.562500 Penalty: 2896.860107
	Iteration 4F: 3 clusters Score -908502.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -909004.250000 Penalty: 2896.860107
	Iteration 5F: 3 clusters Score -909004.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -909221.625000 Penalty: 2896.860107
	Iteration 6Q: 3 clusters Score -909221.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -909343.750000 Penalty: 2896.860107
	Iteration 7Q: 3 clusters Score -909343.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -909398.562500 Penalty: 2896.860107
	Iteration 8Q: 3 clusters Score -909398.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -909433.687500 Penalty: 2896.860107
	Iteration 9Q: 3 clusters Score -909433.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -909448.250000 Penalty: 2896.860107
	Iteration 10Q: 3 clusters Score -909448.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -909460.625000 Penalty: 2896.860107
	Iteration 11Q: 3 clusters Score -909460.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -909467.812500 Penalty: 2896.860107
	Iteration 12Q: 3 clusters Score -909467.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -909473.000000 Penalty: 2896.860107
	Iteration 13Q: 3 clusters Score -909473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -909474.062500 Penalty: 2896.860107
	Iteration 14Q: 3 clusters Score -909474.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -909476.437500 Penalty: 2896.860107
	Iteration 15Q: 3 clusters Score -909476.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -909477.687500 Penalty: 2896.860107
	Iteration 16Q: 3 clusters Score -909477.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -909477.937500 Penalty: 2896.860107
	Iteration 17Q: 3 clusters Score -909477.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -909477.937500 Penalty: 2896.860107
	Iteration 18F: 3 clusters Score -909477.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 104752 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 2070 members 
Mstep: Class 5 contains 63970 members 
Mstep: Class 6 contains 27443 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 25436 members 
Mstep: Class 9 contains 101555 members 
Mstep: Class 10 contains 6679 members 
Mstep: Class 11 contains 7173 members 
Mstep: Class 12 contains 1008 members 
Mstep: Class 13 contains 99254 members 
Mstep: Class 14 contains 35310 members 
Mstep: Class 15 contains 105957 members 
Mstep: Class 16 contains 3526 members 
Mstep: Class 17 contains 7242 members 
Mstep: Class 18 contains 9899 members 
Mstep: Class 19 contains 14633 members 
Mstep: Class 20 contains 6555 members 
Mstep: Class 21 contains 2669 members 
Mstep: Class 22 contains 15868 members 
Mstep: Class 23 contains 101293 members 
Mstep: Class 24 contains 56602 members 
Mstep: Class 25 contains 69862 members 
Mstep: Class 26 contains 516 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 1921 members 
Mstep: Class 29 contains 6625 members 
Mstep: Class 30 contains 1440 members 
Mstep: Class 31 contains 9309 members 
Mstep: Class 32 contains 376 members 
Mstep: Class 33 contains 3078 members 
Mstep: Class 34 contains 448 members 
Mstep: Class 35 contains 5900 members 
Mstep: Class 36 contains 444 members 
Mstep: Class 37 contains 553 members 
Mstep: Class 38 contains 314 members 
Mstep: Class 39 contains 162 members 
Mstep: Class 40 contains 5510 members 
Entering Unmasked Estep 
Score: -111774384.000000 Penalty: 89247.812500
Splitting cluster 28 changes total score from -111774232.000000 to -111774384.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 29 (6625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Entering Unmasked Estep 
Score: -819382.375000 Penalty: 1429.773438
	Iteration 0F: 2 clusters Score -819382.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -814403.937500 Penalty: 2859.546875
	Iteration 0F: 3 clusters Score -814403.9 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -815967.500000 Penalty: 2859.546875
	Iteration 1F: 3 clusters Score -815967.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -816198.500000 Penalty: 2859.546875
	Iteration 2F: 3 clusters Score -816198.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -816397.187500 Penalty: 2859.546875
	Iteration 3F: 3 clusters Score -816397.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -816586.187500 Penalty: 2859.546875
	Iteration 4Q: 3 clusters Score -816586.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -816780.562500 Penalty: 2859.546875
	Iteration 5Q: 3 clusters Score -816780.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -816999.500000 Penalty: 2859.546875
	Iteration 6Q: 3 clusters Score -816999.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -817232.437500 Penalty: 2859.546875
	Iteration 7Q: 3 clusters Score -817232.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -817520.937500 Penalty: 2859.546875
	Iteration 8Q: 3 clusters Score -817520.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -817868.250000 Penalty: 2859.546875
	Iteration 9F: 3 clusters Score -817868.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -818198.500000 Penalty: 2859.546875
	Iteration 10F: 3 clusters Score -818198.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -818442.375000 Penalty: 2859.546875
	Iteration 11Q: 3 clusters Score -818442.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -818597.500000 Penalty: 2859.546875
	Iteration 12Q: 3 clusters Score -818597.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -818697.625000 Penalty: 2859.546875
	Iteration 13Q: 3 clusters Score -818697.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -818787.875000 Penalty: 2859.546875
	Iteration 14Q: 3 clusters Score -818787.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -818870.125000 Penalty: 2859.546875
	Iteration 15Q: 3 clusters Score -818870.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -818937.812500 Penalty: 2859.546875
	Iteration 16Q: 3 clusters Score -818937.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -818984.875000 Penalty: 2859.546875
	Iteration 17Q: 3 clusters Score -818984.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -819037.000000 Penalty: 2859.546875
	Iteration 18Q: 3 clusters Score -819037 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -819095.437500 Penalty: 2859.546875
	Iteration 19Q: 3 clusters Score -819095.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -819181.500000 Penalty: 2859.546875
	Iteration 20F: 3 clusters Score -819181.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -819284.250000 Penalty: 2859.546875
	Iteration 21Q: 3 clusters Score -819284.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -819429.000000 Penalty: 2859.546875
	Iteration 22Q: 3 clusters Score -819429 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -819558.187500 Penalty: 2859.546875
	Iteration 23Q: 3 clusters Score -819558.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -819610.625000 Penalty: 2859.546875
	Iteration 24Q: 3 clusters Score -819610.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -819633.562500 Penalty: 2859.546875
	Iteration 25Q: 3 clusters Score -819633.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -819638.812500 Penalty: 2859.546875
	Iteration 26Q: 3 clusters Score -819638.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -819638.687500 Penalty: 2859.546875
	Iteration 27Q: 3 clusters Score -819638.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -819640.250000 Penalty: 2859.546875
	Iteration 28Q: 3 clusters Score -819640.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -819640.250000 Penalty: 2859.546875
	Iteration 29F: 3 clusters Score -819640.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 104752 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 2070 members 
Mstep: Class 5 contains 63970 members 
Mstep: Class 6 contains 27443 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 25436 members 
Mstep: Class 9 contains 101555 members 
Mstep: Class 10 contains 6679 members 
Mstep: Class 11 contains 7173 members 
Mstep: Class 12 contains 1008 members 
Mstep: Class 13 contains 99254 members 
Mstep: Class 14 contains 35310 members 
Mstep: Class 15 contains 105957 members 
Mstep: Class 16 contains 3526 members 
Mstep: Class 17 contains 7242 members 
Mstep: Class 18 contains 9899 members 
Mstep: Class 19 contains 14633 members 
Mstep: Class 20 contains 6555 members 
Mstep: Class 21 contains 2669 members 
Mstep: Class 22 contains 15868 members 
Mstep: Class 23 contains 101293 members 
Mstep: Class 24 contains 56602 members 
Mstep: Class 25 contains 69862 members 
Mstep: Class 26 contains 516 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 1921 members 
Mstep: Class 29 contains 4760 members 
Mstep: Class 30 contains 1440 members 
Mstep: Class 31 contains 9309 members 
Mstep: Class 32 contains 376 members 
Mstep: Class 33 contains 3078 members 
Mstep: Class 34 contains 448 members 
Mstep: Class 35 contains 5900 members 
Mstep: Class 36 contains 444 members 
Mstep: Class 37 contains 553 members 
Mstep: Class 38 contains 314 members 
Mstep: Class 39 contains 162 members 
Mstep: Class 40 contains 5510 members 
Mstep: Class 41 contains 1865 members 
Entering Unmasked Estep 
Score: -111773904.000000 Penalty: 91479.007812
Splitting cluster 29 changes total score from -111774232.000000 to -111773904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Entering Unmasked Estep 
Score: -153086.406250 Penalty: 1181.764771
	Iteration 0F: 2 clusters Score -153086.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -151394.546875 Penalty: 2363.529541
	Iteration 0F: 3 clusters Score -151394.5 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -151904.656250 Penalty: 2363.529541
	Iteration 1F: 3 clusters Score -151904.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -152161.906250 Penalty: 2363.529541
	Iteration 2F: 3 clusters Score -152161.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -152391.046875 Penalty: 2363.529541
	Iteration 3F: 3 clusters Score -152391 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -152577.625000 Penalty: 2363.529541
	Iteration 4F: 3 clusters Score -152577.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -152732.593750 Penalty: 2363.529541
	Iteration 5F: 3 clusters Score -152732.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -152809.156250 Penalty: 2363.529541
	Iteration 6Q: 3 clusters Score -152809.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -152858.593750 Penalty: 2363.529541
	Iteration 7Q: 3 clusters Score -152858.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -152877.078125 Penalty: 2363.529541
	Iteration 8Q: 3 clusters Score -152877.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -152887.125000 Penalty: 2363.529541
	Iteration 9Q: 3 clusters Score -152887.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -152891.125000 Penalty: 2363.529541
	Iteration 10Q: 3 clusters Score -152891.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -152891.812500 Penalty: 2363.529541
	Iteration 11Q: 3 clusters Score -152891.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -152891.812500 Penalty: 2363.529541
	Iteration 12F: 3 clusters Score -152891.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Entering Unmasked Estep 
Score: -1161893.375000 Penalty: 1485.044678
	Iteration 0F: 2 clusters Score -1161893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1155233.250000 Penalty: 2970.089355
	Iteration 0F: 3 clusters Score -1155233 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1157456.125000 Penalty: 2970.089355
	Iteration 1F: 3 clusters Score -1157456 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1157922.375000 Penalty: 2970.089355
	Iteration 2F: 3 clusters Score -1157922 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1158457.125000 Penalty: 2970.089355
	Iteration 3F: 3 clusters Score -1158457 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1159017.125000 Penalty: 2970.089355
	Iteration 4F: 3 clusters Score -1159017 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1159564.500000 Penalty: 2970.089355
	Iteration 5F: 3 clusters Score -1159564 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1160026.750000 Penalty: 2970.089355
	Iteration 6F: 3 clusters Score -1160027 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1160402.000000 Penalty: 2970.089355
	Iteration 7F: 3 clusters Score -1160402 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1160608.875000 Penalty: 2970.089355
	Iteration 8Q: 3 clusters Score -1160609 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1160726.875000 Penalty: 2970.089355
	Iteration 9Q: 3 clusters Score -1160727 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1160781.250000 Penalty: 2970.089355
	Iteration 10Q: 3 clusters Score -1160781 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1160818.500000 Penalty: 2970.089355
	Iteration 11Q: 3 clusters Score -1160818 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1160839.250000 Penalty: 2970.089355
	Iteration 12Q: 3 clusters Score -1160839 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1160855.500000 Penalty: 2970.089355
	Iteration 13Q: 3 clusters Score -1160856 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1160865.625000 Penalty: 2970.089355
	Iteration 14Q: 3 clusters Score -1160866 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1160873.625000 Penalty: 2970.089355
	Iteration 15Q: 3 clusters Score -1160874 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1160883.250000 Penalty: 2970.089355
	Iteration 16Q: 3 clusters Score -1160883 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1160888.750000 Penalty: 2970.089355
	Iteration 17Q: 3 clusters Score -1160889 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1160892.750000 Penalty: 2970.089355
	Iteration 18Q: 3 clusters Score -1160893 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1160899.125000 Penalty: 2970.089355
	Iteration 19Q: 3 clusters Score -1160899 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1160898.750000 Penalty: 2970.089355
	Iteration 20F: 3 clusters Score -1160899 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1160906.375000 Penalty: 2970.089355
	Iteration 21Q: 3 clusters Score -1160906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1160913.750000 Penalty: 2970.089355
	Iteration 22Q: 3 clusters Score -1160914 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1160925.375000 Penalty: 2970.089355
	Iteration 23Q: 3 clusters Score -1160925 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1160936.000000 Penalty: 2970.089355
	Iteration 24Q: 3 clusters Score -1160936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1160942.375000 Penalty: 2970.089355
	Iteration 25Q: 3 clusters Score -1160942 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1160949.000000 Penalty: 2970.089355
	Iteration 26Q: 3 clusters Score -1160949 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1160957.500000 Penalty: 2970.089355
	Iteration 27Q: 3 clusters Score -1160958 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1160966.125000 Penalty: 2970.089355
	Iteration 28Q: 3 clusters Score -1160966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1160972.750000 Penalty: 2970.089355
	Iteration 29Q: 3 clusters Score -1160973 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1160977.500000 Penalty: 2970.089355
	Iteration 30Q: 3 clusters Score -1160978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1160982.750000 Penalty: 2970.089355
	Iteration 31Q: 3 clusters Score -1160983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1160987.750000 Penalty: 2970.089355
	Iteration 32Q: 3 clusters Score -1160988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1160988.125000 Penalty: 2970.089355
	Iteration 33Q: 3 clusters Score -1160988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1160993.375000 Penalty: 2970.089355
	Iteration 34Q: 3 clusters Score -1160993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1160994.000000 Penalty: 2970.089355
	Iteration 35Q: 3 clusters Score -1160994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1160993.875000 Penalty: 2970.089355
	Iteration 36Q: 3 clusters Score -1160994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1160993.500000 Penalty: 2970.089355
	Iteration 37Q: 3 clusters Score -1160994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1160995.500000 Penalty: 2970.089355
	Iteration 38Q: 3 clusters Score -1160996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1160994.875000 Penalty: 2970.089355
	Iteration 39Q: 3 clusters Score -1160995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1160996.375000 Penalty: 2970.089355
	Iteration 40F: 3 clusters Score -1160996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1160997.125000 Penalty: 2970.089355
	Iteration 41Q: 3 clusters Score -1160997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1160996.125000 Penalty: 2970.089355
	Iteration 42Q: 3 clusters Score -1160996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1160996.125000 Penalty: 2970.089355
	Iteration 43F: 3 clusters Score -1160996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -15990.499023 Penalty: 963.558228
	Iteration 0F: 2 clusters Score -15990.5 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 189 members 
Entering Unmasked Estep 
Score: -15259.654297 Penalty: 1927.116455
	Iteration 0F: 3 clusters Score -15259.65 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -15648.626953 Penalty: 1927.116455
	Iteration 1F: 3 clusters Score -15648.63 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -15996.787109 Penalty: 1927.116455
	Iteration 2F: 3 clusters Score -15996.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -16140.352539 Penalty: 1927.116455
	Iteration 3F: 3 clusters Score -16140.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -16240.951172 Penalty: 1927.116455
	Iteration 4Q: 3 clusters Score -16240.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -16353.617188 Penalty: 1927.116455
	Iteration 5Q: 3 clusters Score -16353.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -16437.888672 Penalty: 1927.116455
	Iteration 6Q: 3 clusters Score -16437.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -16467.849609 Penalty: 1927.116455
	Iteration 7Q: 3 clusters Score -16467.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -16510.666016 Penalty: 1927.116455
	Iteration 8Q: 3 clusters Score -16510.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -16522.201172 Penalty: 1927.116455
	Iteration 9Q: 3 clusters Score -16522.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -16531.416016 Penalty: 1927.116455
	Iteration 10Q: 3 clusters Score -16531.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -16547.591797 Penalty: 1927.116455
	Iteration 11Q: 3 clusters Score -16547.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -16549.031250 Penalty: 1927.116455
	Iteration 12Q: 3 clusters Score -16549.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -16551.937500 Penalty: 1927.116455
	Iteration 13F: 3 clusters Score -16551.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -16581.802734 Penalty: 1927.116455
	Iteration 14Q: 3 clusters Score -16581.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -16589.162109 Penalty: 1927.116455
	Iteration 15Q: 3 clusters Score -16589.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -16592.867188 Penalty: 1927.116455
	Iteration 16Q: 3 clusters Score -16592.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -16594.869141 Penalty: 1927.116455
	Iteration 17Q: 3 clusters Score -16594.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -16594.869141 Penalty: 1927.116455
	Iteration 18F: 3 clusters Score -16594.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 104752 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 2070 members 
Mstep: Class 5 contains 63970 members 
Mstep: Class 6 contains 27443 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 25436 members 
Mstep: Class 9 contains 101555 members 
Mstep: Class 10 contains 6679 members 
Mstep: Class 11 contains 7173 members 
Mstep: Class 12 contains 1008 members 
Mstep: Class 13 contains 99254 members 
Mstep: Class 14 contains 35310 members 
Mstep: Class 15 contains 105957 members 
Mstep: Class 16 contains 3526 members 
Mstep: Class 17 contains 7242 members 
Mstep: Class 18 contains 9899 members 
Mstep: Class 19 contains 14633 members 
Mstep: Class 20 contains 6555 members 
Mstep: Class 21 contains 2669 members 
Mstep: Class 22 contains 15868 members 
Mstep: Class 23 contains 101293 members 
Mstep: Class 24 contains 56602 members 
Mstep: Class 25 contains 69862 members 
Mstep: Class 26 contains 516 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 1921 members 
Mstep: Class 29 contains 6625 members 
Mstep: Class 30 contains 1440 members 
Mstep: Class 31 contains 9309 members 
Mstep: Class 32 contains 140 members 
Mstep: Class 33 contains 3078 members 
Mstep: Class 34 contains 448 members 
Mstep: Class 35 contains 5900 members 
Mstep: Class 36 contains 444 members 
Mstep: Class 37 contains 553 members 
Mstep: Class 38 contains 314 members 
Mstep: Class 39 contains 162 members 
Mstep: Class 40 contains 5510 members 
Mstep: Class 41 contains 236 members 
Entering Unmasked Estep 
Score: -111773704.000000 Penalty: 91479.007812
Splitting cluster 32 changes total score from -111774232.000000 to -111773704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (3078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Entering Unmasked Estep 
Score: -373392.281250 Penalty: 1305.205688
	Iteration 0F: 2 clusters Score -373392.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -370603.375000 Penalty: 2610.411377
	Iteration 0F: 3 clusters Score -370603.4 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -371319.750000 Penalty: 2610.411377
	Iteration 1F: 3 clusters Score -371319.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -371599.593750 Penalty: 2610.411377
	Iteration 2F: 3 clusters Score -371599.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -371784.906250 Penalty: 2610.411377
	Iteration 3F: 3 clusters Score -371784.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -371950.750000 Penalty: 2610.411377
	Iteration 4F: 3 clusters Score -371950.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -372127.406250 Penalty: 2610.411377
	Iteration 5F: 3 clusters Score -372127.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -372311.500000 Penalty: 2610.411377
	Iteration 6Q: 3 clusters Score -372311.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -372469.125000 Penalty: 2610.411377
	Iteration 7Q: 3 clusters Score -372469.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -372644.093750 Penalty: 2610.411377
	Iteration 8Q: 3 clusters Score -372644.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -372757.875000 Penalty: 2610.411377
	Iteration 9Q: 3 clusters Score -372757.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -372812.218750 Penalty: 2610.411377
	Iteration 10Q: 3 clusters Score -372812.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -372849.687500 Penalty: 2610.411377
	Iteration 11Q: 3 clusters Score -372849.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -372877.968750 Penalty: 2610.411377
	Iteration 12Q: 3 clusters Score -372878 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -372896.406250 Penalty: 2610.411377
	Iteration 13Q: 3 clusters Score -372896.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -372912.500000 Penalty: 2610.411377
	Iteration 14Q: 3 clusters Score -372912.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -372929.781250 Penalty: 2610.411377
	Iteration 15Q: 3 clusters Score -372929.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -372946.906250 Penalty: 2610.411377
	Iteration 16Q: 3 clusters Score -372946.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -372963.187500 Penalty: 2610.411377
	Iteration 17Q: 3 clusters Score -372963.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -372973.031250 Penalty: 2610.411377
	Iteration 18Q: 3 clusters Score -372973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -372983.031250 Penalty: 2610.411377
	Iteration 19Q: 3 clusters Score -372983 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -372996.687500 Penalty: 2610.411377
	Iteration 20F: 3 clusters Score -372996.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -373007.375000 Penalty: 2610.411377
	Iteration 21Q: 3 clusters Score -373007.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -373019.250000 Penalty: 2610.411377
	Iteration 22Q: 3 clusters Score -373019.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -373027.062500 Penalty: 2610.411377
	Iteration 23Q: 3 clusters Score -373027.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -373032.656250 Penalty: 2610.411377
	Iteration 24Q: 3 clusters Score -373032.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -373040.125000 Penalty: 2610.411377
	Iteration 25Q: 3 clusters Score -373040.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -373046.906250 Penalty: 2610.411377
	Iteration 26Q: 3 clusters Score -373046.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -373054.937500 Penalty: 2610.411377
	Iteration 27Q: 3 clusters Score -373054.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -373059.656250 Penalty: 2610.411377
	Iteration 28Q: 3 clusters Score -373059.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -373063.781250 Penalty: 2610.411377
	Iteration 29Q: 3 clusters Score -373063.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -373066.656250 Penalty: 2610.411377
	Iteration 30Q: 3 clusters Score -373066.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -373070.062500 Penalty: 2610.411377
	Iteration 31Q: 3 clusters Score -373070.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -373072.218750 Penalty: 2610.411377
	Iteration 32Q: 3 clusters Score -373072.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -373073.468750 Penalty: 2610.411377
	Iteration 33Q: 3 clusters Score -373073.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -373075.406250 Penalty: 2610.411377
	Iteration 34Q: 3 clusters Score -373075.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -373077.406250 Penalty: 2610.411377
	Iteration 35Q: 3 clusters Score -373077.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -373078.937500 Penalty: 2610.411377
	Iteration 36Q: 3 clusters Score -373078.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -373081.406250 Penalty: 2610.411377
	Iteration 37Q: 3 clusters Score -373081.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -373082.812500 Penalty: 2610.411377
	Iteration 38Q: 3 clusters Score -373082.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -373084.593750 Penalty: 2610.411377
	Iteration 39Q: 3 clusters Score -373084.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -373085.468750 Penalty: 2610.411377
	Iteration 40F: 3 clusters Score -373085.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -373086.031250 Penalty: 2610.411377
	Iteration 41Q: 3 clusters Score -373086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -373087.656250 Penalty: 2610.411377
	Iteration 42Q: 3 clusters Score -373087.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -373087.937500 Penalty: 2610.411377
	Iteration 43Q: 3 clusters Score -373087.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -373088.968750 Penalty: 2610.411377
	Iteration 44Q: 3 clusters Score -373089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -373091.468750 Penalty: 2610.411377
	Iteration 45Q: 3 clusters Score -373091.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -373094.281250 Penalty: 2610.411377
	Iteration 46Q: 3 clusters Score -373094.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -373096.562500 Penalty: 2610.411377
	Iteration 47Q: 3 clusters Score -373096.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -373097.531250 Penalty: 2610.411377
	Iteration 48Q: 3 clusters Score -373097.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -373099.000000 Penalty: 2610.411377
	Iteration 49Q: 3 clusters Score -373099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -373100.250000 Penalty: 2610.411377
	Iteration 50Q: 3 clusters Score -373100.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -373100.031250 Penalty: 2610.411377
	Iteration 51Q: 3 clusters Score -373100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -373100.500000 Penalty: 2610.411377
	Iteration 52Q: 3 clusters Score -373100.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -373100.500000 Penalty: 2610.411377
	Iteration 53F: 3 clusters Score -373100.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -40388.796875 Penalty: 992.028870
	Iteration 0F: 2 clusters Score -40388.8 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 225 members 
Entering Unmasked Estep 
Score: -39542.089844 Penalty: 1984.057739
	Iteration 0F: 3 clusters Score -39542.09 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39781.468750 Penalty: 1984.057739
	Iteration 1F: 3 clusters Score -39781.47 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39925.957031 Penalty: 1984.057739
	Iteration 2F: 3 clusters Score -39925.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -40012.191406 Penalty: 1984.057739
	Iteration 3F: 3 clusters Score -40012.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -40067.281250 Penalty: 1984.057739
	Iteration 4Q: 3 clusters Score -40067.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -40098.109375 Penalty: 1984.057739
	Iteration 5Q: 3 clusters Score -40098.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -40125.507812 Penalty: 1984.057739
	Iteration 6Q: 3 clusters Score -40125.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -40137.792969 Penalty: 1984.057739
	Iteration 7Q: 3 clusters Score -40137.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -40142.726562 Penalty: 1984.057739
	Iteration 8Q: 3 clusters Score -40142.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -40143.398438 Penalty: 1984.057739
	Iteration 9F: 3 clusters Score -40143.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -40157.492188 Penalty: 1984.057739
	Iteration 10Q: 3 clusters Score -40157.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -40162.226562 Penalty: 1984.057739
	Iteration 11Q: 3 clusters Score -40162.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -40164.351562 Penalty: 1984.057739
	Iteration 12Q: 3 clusters Score -40164.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -40164.351562 Penalty: 1984.057739
	Iteration 13F: 3 clusters Score -40164.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Entering Unmasked Estep 
Score: -690411.625000 Penalty: 1410.940063
	Iteration 0F: 2 clusters Score -690411.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -685880.125000 Penalty: 2821.880127
	Iteration 0F: 3 clusters Score -685880.1 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -687429.500000 Penalty: 2821.880127
	Iteration 1F: 3 clusters Score -687429.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -687881.000000 Penalty: 2821.880127
	Iteration 2F: 3 clusters Score -687881 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -688227.500000 Penalty: 2821.880127
	Iteration 3F: 3 clusters Score -688227.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -688448.937500 Penalty: 2821.880127
	Iteration 4F: 3 clusters Score -688448.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -688630.625000 Penalty: 2821.880127
	Iteration 5F: 3 clusters Score -688630.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -688779.625000 Penalty: 2821.880127
	Iteration 6Q: 3 clusters Score -688779.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -688922.250000 Penalty: 2821.880127
	Iteration 7Q: 3 clusters Score -688922.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -689055.250000 Penalty: 2821.880127
	Iteration 8Q: 3 clusters Score -689055.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -689177.000000 Penalty: 2821.880127
	Iteration 9Q: 3 clusters Score -689177 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -689287.125000 Penalty: 2821.880127
	Iteration 10Q: 3 clusters Score -689287.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -689363.625000 Penalty: 2821.880127
	Iteration 11Q: 3 clusters Score -689363.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -689430.812500 Penalty: 2821.880127
	Iteration 12Q: 3 clusters Score -689430.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -689488.562500 Penalty: 2821.880127
	Iteration 13Q: 3 clusters Score -689488.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -689540.562500 Penalty: 2821.880127
	Iteration 14Q: 3 clusters Score -689540.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -689578.500000 Penalty: 2821.880127
	Iteration 15Q: 3 clusters Score -689578.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -689608.187500 Penalty: 2821.880127
	Iteration 16Q: 3 clusters Score -689608.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -689626.125000 Penalty: 2821.880127
	Iteration 17Q: 3 clusters Score -689626.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -689639.312500 Penalty: 2821.880127
	Iteration 18Q: 3 clusters Score -689639.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -689647.562500 Penalty: 2821.880127
	Iteration 19Q: 3 clusters Score -689647.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -689655.312500 Penalty: 2821.880127
	Iteration 20F: 3 clusters Score -689655.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -689661.250000 Penalty: 2821.880127
	Iteration 21Q: 3 clusters Score -689661.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -689667.187500 Penalty: 2821.880127
	Iteration 22Q: 3 clusters Score -689667.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -689668.625000 Penalty: 2821.880127
	Iteration 23Q: 3 clusters Score -689668.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -689670.000000 Penalty: 2821.880127
	Iteration 24Q: 3 clusters Score -689670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -689670.500000 Penalty: 2821.880127
	Iteration 25Q: 3 clusters Score -689670.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -689671.562500 Penalty: 2821.880127
	Iteration 26Q: 3 clusters Score -689671.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -689672.937500 Penalty: 2821.880127
	Iteration 27Q: 3 clusters Score -689672.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -689673.687500 Penalty: 2821.880127
	Iteration 28Q: 3 clusters Score -689673.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -689674.750000 Penalty: 2821.880127
	Iteration 29Q: 3 clusters Score -689674.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -689675.062500 Penalty: 2821.880127
	Iteration 30Q: 3 clusters Score -689675.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -689677.312500 Penalty: 2821.880127
	Iteration 31Q: 3 clusters Score -689677.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -689679.750000 Penalty: 2821.880127
	Iteration 32Q: 3 clusters Score -689679.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -689682.812500 Penalty: 2821.880127
	Iteration 33Q: 3 clusters Score -689682.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -689685.937500 Penalty: 2821.880127
	Iteration 34Q: 3 clusters Score -689685.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -689688.250000 Penalty: 2821.880127
	Iteration 35Q: 3 clusters Score -689688.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -689692.562500 Penalty: 2821.880127
	Iteration 36Q: 3 clusters Score -689692.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -689697.125000 Penalty: 2821.880127
	Iteration 37Q: 3 clusters Score -689697.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -689697.750000 Penalty: 2821.880127
	Iteration 38Q: 3 clusters Score -689697.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -689697.125000 Penalty: 2821.880127
	Iteration 39Q: 3 clusters Score -689697.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -689699.375000 Penalty: 2821.880127
	Iteration 40F: 3 clusters Score -689699.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -689699.062500 Penalty: 2821.880127
	Iteration 41Q: 3 clusters Score -689699.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -689699.062500 Penalty: 2821.880127
	Iteration 42F: 3 clusters Score -689699.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -50509.121094 Penalty: 990.571533
	Iteration 0F: 2 clusters Score -50509.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49545.097656 Penalty: 1981.143066
	Iteration 0F: 3 clusters Score -49545.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49774.492188 Penalty: 1981.143066
	Iteration 1F: 3 clusters Score -49774.49 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -49919.378906 Penalty: 1981.143066
	Iteration 2F: 3 clusters Score -49919.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -50001.964844 Penalty: 1981.143066
	Iteration 3F: 3 clusters Score -50001.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -50042.343750 Penalty: 1981.143066
	Iteration 4Q: 3 clusters Score -50042.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -50080.957031 Penalty: 1981.143066
	Iteration 5Q: 3 clusters Score -50080.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -50097.832031 Penalty: 1981.143066
	Iteration 6Q: 3 clusters Score -50097.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -50111.792969 Penalty: 1981.143066
	Iteration 7Q: 3 clusters Score -50111.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -50122.285156 Penalty: 1981.143066
	Iteration 8Q: 3 clusters Score -50122.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -50137.847656 Penalty: 1981.143066
	Iteration 9Q: 3 clusters Score -50137.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -50148.367188 Penalty: 1981.143066
	Iteration 10Q: 3 clusters Score -50148.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -50161.156250 Penalty: 1981.143066
	Iteration 11Q: 3 clusters Score -50161.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -50170.187500 Penalty: 1981.143066
	Iteration 12Q: 3 clusters Score -50170.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -50173.105469 Penalty: 1981.143066
	Iteration 13F: 3 clusters Score -50173.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -50210.679688 Penalty: 1981.143066
	Iteration 14Q: 3 clusters Score -50210.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -50219.734375 Penalty: 1981.143066
	Iteration 15Q: 3 clusters Score -50219.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -50219.734375 Penalty: 1981.143066
	Iteration 16F: 3 clusters Score -50219.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -61481.664062 Penalty: 1026.245728
	Iteration 0F: 2 clusters Score -61481.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -60362.234375 Penalty: 2052.491455
	Iteration 0F: 3 clusters Score -60362.23 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -60537.980469 Penalty: 2052.491455
	Iteration 1F: 3 clusters Score -60537.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -60583.355469 Penalty: 2052.491455
	Iteration 2Q: 3 clusters Score -60583.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -60629.214844 Penalty: 2052.491455
	Iteration 3Q: 3 clusters Score -60629.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -60674.078125 Penalty: 2052.491455
	Iteration 4Q: 3 clusters Score -60674.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -60706.585938 Penalty: 2052.491455
	Iteration 5Q: 3 clusters Score -60706.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -60762.570312 Penalty: 2052.491455
	Iteration 6Q: 3 clusters Score -60762.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -60806.125000 Penalty: 2052.491455
	Iteration 7Q: 3 clusters Score -60806.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60842.085938 Penalty: 2052.491455
	Iteration 8Q: 3 clusters Score -60842.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60887.957031 Penalty: 2052.491455
	Iteration 9Q: 3 clusters Score -60887.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60949.746094 Penalty: 2052.491455
	Iteration 10Q: 3 clusters Score -60949.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60967.402344 Penalty: 2052.491455
	Iteration 11Q: 3 clusters Score -60967.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -60980.984375 Penalty: 2052.491455
	Iteration 12Q: 3 clusters Score -60980.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -60987.238281 Penalty: 2052.491455
	Iteration 13Q: 3 clusters Score -60987.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -60989.613281 Penalty: 2052.491455
	Iteration 14Q: 3 clusters Score -60989.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -60990.214844 Penalty: 2052.491455
	Iteration 15Q: 3 clusters Score -60990.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -60992.945312 Penalty: 2052.491455
	Iteration 16Q: 3 clusters Score -60992.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -60996.882812 Penalty: 2052.491455
	Iteration 17Q: 3 clusters Score -60996.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -60996.882812 Penalty: 2052.491455
	Iteration 18F: 3 clusters Score -60996.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 104752 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 2070 members 
Mstep: Class 5 contains 63970 members 
Mstep: Class 6 contains 27443 members 
Mstep: Class 7 contains 11340 members 
Mstep: Class 8 contains 25436 members 
Mstep: Class 9 contains 101555 members 
Mstep: Class 10 contains 6679 members 
Mstep: Class 11 contains 7173 members 
Mstep: Class 12 contains 1008 members 
Mstep: Class 13 contains 99254 members 
Mstep: Class 14 contains 35310 members 
Mstep: Class 15 contains 105957 members 
Mstep: Class 16 contains 3526 members 
Mstep: Class 17 contains 7242 members 
Mstep: Class 18 contains 9899 members 
Mstep: Class 19 contains 14633 members 
Mstep: Class 20 contains 6555 members 
Mstep: Class 21 contains 2669 members 
Mstep: Class 22 contains 15868 members 
Mstep: Class 23 contains 101293 members 
Mstep: Class 24 contains 56602 members 
Mstep: Class 25 contains 69862 members 
Mstep: Class 26 contains 516 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 1921 members 
Mstep: Class 29 contains 6625 members 
Mstep: Class 30 contains 1440 members 
Mstep: Class 31 contains 9309 members 
Mstep: Class 32 contains 376 members 
Mstep: Class 33 contains 3078 members 
Mstep: Class 34 contains 448 members 
Mstep: Class 35 contains 5900 members 
Mstep: Class 36 contains 444 members 
Mstep: Class 37 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775352.000000 Penalty: 89247.812500
Iteration 119Q: 41 clusters Score -1.117754e+08 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 104808 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 2072 members 
Mstep: Class 5 contains 64133 members 
Mstep: Class 6 contains 27416 members 
Mstep: Class 7 contains 11335 members 
Mstep: Class 8 contains 25771 members 
Mstep: Class 9 contains 101492 members 
Mstep: Class 10 contains 6679 members 
Mstep: Class 11 contains 7142 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 99162 members 
Mstep: Class 14 contains 35240 members 
Mstep: Class 15 contains 105956 members 
Mstep: Class 16 contains 3521 members 
Mstep: Class 17 contains 7230 members 
Mstep: Class 18 contains 9900 members 
Mstep: Class 19 contains 14621 members 
Mstep: Class 20 contains 6551 members 
Mstep: Class 21 contains 2673 members 
Mstep: Class 22 contains 15842 members 
Mstep: Class 23 contains 101326 members 
Mstep: Class 24 contains 56813 members 
Mstep: Class 25 contains 69447 members 
Mstep: Class 26 contains 504 members 
Mstep: Class 27 contains 1032 members 
Mstep: Class 28 contains 1985 members 
Mstep: Class 29 contains 6627 members 
Mstep: Class 30 contains 1428 members 
Mstep: Class 31 contains 9309 members 
Mstep: Class 32 contains 379 members 
Mstep: Class 33 contains 3081 members 
Mstep: Class 34 contains 442 members 
Mstep: Class 35 contains 5941 members 
Mstep: Class 36 contains 444 members 
Mstep: Class 37 contains 553 members 
Mstep: Class 38 contains 309 members 
Mstep: Class 39 contains 157 members 
Mstep: Class 40 contains 5350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776280.000000 Penalty: 89247.812500
Iteration 120F: 41 clusters Score -1.117763e+08 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 104840 members 
Mstep: Class 3 contains 292 members 
Mstep: Class 4 contains 2078 members 
Mstep: Class 5 contains 64278 members 
Mstep: Class 6 contains 27398 members 
Mstep: Class 7 contains 11319 members 
Mstep: Class 8 contains 26118 members 
Mstep: Class 9 contains 101429 members 
Mstep: Class 10 contains 6675 members 
Mstep: Class 11 contains 7117 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 99080 members 
Mstep: Class 14 contains 35189 members 
Mstep: Class 15 contains 105911 members 
Mstep: Class 16 contains 3520 members 
Mstep: Class 17 contains 7234 members 
Mstep: Class 18 contains 9902 members 
Mstep: Class 19 contains 14616 members 
Mstep: Class 20 contains 6551 members 
Mstep: Class 21 contains 2675 members 
Mstep: Class 22 contains 15837 members 
Mstep: Class 23 contains 101384 members 
Mstep: Class 24 contains 57052 members 
Mstep: Class 25 contains 68738 members 
Mstep: Class 26 contains 498 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 2042 members 
Mstep: Class 29 contains 6631 members 
Mstep: Class 30 contains 1420 members 
Mstep: Class 31 contains 9310 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 3078 members 
Mstep: Class 34 contains 436 members 
Mstep: Class 35 contains 5996 members 
Mstep: Class 36 contains 443 members 
Mstep: Class 37 contains 553 members 
Mstep: Class 38 contains 328 members 
Mstep: Class 39 contains 167 members 
Mstep: Class 40 contains 5419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111777080.000000 Penalty: 89247.812500
Iteration 121Q: 41 clusters Score -1.117771e+08 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 104866 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 2077 members 
Mstep: Class 5 contains 64441 members 
Mstep: Class 6 contains 27358 members 
Mstep: Class 7 contains 11290 members 
Mstep: Class 8 contains 26494 members 
Mstep: Class 9 contains 101337 members 
Mstep: Class 10 contains 6664 members 
Mstep: Class 11 contains 7091 members 
Mstep: Class 12 contains 1002 members 
Mstep: Class 13 contains 99030 members 
Mstep: Class 14 contains 35161 members 
Mstep: Class 15 contains 105865 members 
Mstep: Class 16 contains 3520 members 
Mstep: Class 17 contains 7225 members 
Mstep: Class 18 contains 9905 members 
Mstep: Class 19 contains 14618 members 
Mstep: Class 20 contains 6552 members 
Mstep: Class 21 contains 2679 members 
Mstep: Class 22 contains 15844 members 
Mstep: Class 23 contains 101448 members 
Mstep: Class 24 contains 57298 members 
Mstep: Class 25 contains 68045 members 
Mstep: Class 26 contains 497 members 
Mstep: Class 27 contains 1029 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 6629 members 
Mstep: Class 30 contains 1416 members 
Mstep: Class 31 contains 9311 members 
Mstep: Class 32 contains 358 members 
Mstep: Class 33 contains 3077 members 
Mstep: Class 34 contains 436 members 
Mstep: Class 35 contains 6055 members 
Mstep: Class 36 contains 442 members 
Mstep: Class 37 contains 553 members 
Mstep: Class 38 contains 329 members 
Mstep: Class 39 contains 172 members 
Mstep: Class 40 contains 5446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111777408.000000 Penalty: 89247.812500
Iteration 122Q: 41 clusters Score -1.117774e+08 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 104870 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2077 members 
Mstep: Class 5 contains 64617 members 
Mstep: Class 6 contains 27312 members 
Mstep: Class 7 contains 11251 members 
Mstep: Class 8 contains 26866 members 
Mstep: Class 9 contains 101218 members 
Mstep: Class 10 contains 6662 members 
Mstep: Class 11 contains 7080 members 
Mstep: Class 12 contains 1002 members 
Mstep: Class 13 contains 98997 members 
Mstep: Class 14 contains 35128 members 
Mstep: Class 15 contains 105838 members 
Mstep: Class 16 contains 3522 members 
Mstep: Class 17 contains 7224 members 
Mstep: Class 18 contains 9911 members 
Mstep: Class 19 contains 14622 members 
Mstep: Class 20 contains 6547 members 
Mstep: Class 21 contains 2698 members 
Mstep: Class 22 contains 15850 members 
Mstep: Class 23 contains 101467 members 
Mstep: Class 24 contains 57562 members 
Mstep: Class 25 contains 67360 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2125 members 
Mstep: Class 29 contains 6637 members 
Mstep: Class 30 contains 1416 members 
Mstep: Class 31 contains 9311 members 
Mstep: Class 32 contains 362 members 
Mstep: Class 33 contains 3078 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 6106 members 
Mstep: Class 36 contains 442 members 
Mstep: Class 37 contains 553 members 
Mstep: Class 38 contains 322 members 
Mstep: Class 39 contains 173 members 
Mstep: Class 40 contains 5470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111777680.000000 Penalty: 89247.812500
Iteration 123Q: 41 clusters Score -1.117777e+08 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 104816 members 
Mstep: Class 3 contains 307 members 
Mstep: Class 4 contains 2080 members 
Mstep: Class 5 contains 64774 members 
Mstep: Class 6 contains 27257 members 
Mstep: Class 7 contains 11207 members 
Mstep: Class 8 contains 27247 members 
Mstep: Class 9 contains 101100 members 
Mstep: Class 10 contains 6672 members 
Mstep: Class 11 contains 7082 members 
Mstep: Class 12 contains 1002 members 
Mstep: Class 13 contains 98961 members 
Mstep: Class 14 contains 35099 members 
Mstep: Class 15 contains 105867 members 
Mstep: Class 16 contains 3518 members 
Mstep: Class 17 contains 7227 members 
Mstep: Class 18 contains 9911 members 
Mstep: Class 19 contains 14626 members 
Mstep: Class 20 contains 6542 members 
Mstep: Class 21 contains 2711 members 
Mstep: Class 22 contains 15858 members 
Mstep: Class 23 contains 101511 members 
Mstep: Class 24 contains 57852 members 
Mstep: Class 25 contains 66619 members 
Mstep: Class 26 contains 495 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 2184 members 
Mstep: Class 29 contains 6642 members 
Mstep: Class 30 contains 1416 members 
Mstep: Class 31 contains 9311 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 3083 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 6156 members 
Mstep: Class 36 contains 442 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 318 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778264.000000 Penalty: 89247.812500
Iteration 124Q: 41 clusters Score -1.117783e+08 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 104766 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 2079 members 
Mstep: Class 5 contains 64938 members 
Mstep: Class 6 contains 27215 members 
Mstep: Class 7 contains 11177 members 
Mstep: Class 8 contains 27638 members 
Mstep: Class 9 contains 101007 members 
Mstep: Class 10 contains 6672 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 1003 members 
Mstep: Class 13 contains 98922 members 
Mstep: Class 14 contains 35099 members 
Mstep: Class 15 contains 105831 members 
Mstep: Class 16 contains 3517 members 
Mstep: Class 17 contains 7228 members 
Mstep: Class 18 contains 9914 members 
Mstep: Class 19 contains 14628 members 
Mstep: Class 20 contains 6540 members 
Mstep: Class 21 contains 2729 members 
Mstep: Class 22 contains 15861 members 
Mstep: Class 23 contains 101581 members 
Mstep: Class 24 contains 58130 members 
Mstep: Class 25 contains 65854 members 
Mstep: Class 26 contains 494 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 2244 members 
Mstep: Class 29 contains 6644 members 
Mstep: Class 30 contains 1414 members 
Mstep: Class 31 contains 9312 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 3084 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 6203 members 
Mstep: Class 36 contains 442 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 311 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 5518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778608.000000 Penalty: 89247.812500
Iteration 125Q: 41 clusters Score -1.117786e+08 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 104734 members 
Mstep: Class 3 contains 319 members 
Mstep: Class 4 contains 2079 members 
Mstep: Class 5 contains 65083 members 
Mstep: Class 6 contains 27177 members 
Mstep: Class 7 contains 11111 members 
Mstep: Class 8 contains 28018 members 
Mstep: Class 9 contains 100932 members 
Mstep: Class 10 contains 6657 members 
Mstep: Class 11 contains 7067 members 
Mstep: Class 12 contains 1002 members 
Mstep: Class 13 contains 98853 members 
Mstep: Class 14 contains 35089 members 
Mstep: Class 15 contains 105870 members 
Mstep: Class 16 contains 3514 members 
Mstep: Class 17 contains 7235 members 
Mstep: Class 18 contains 9914 members 
Mstep: Class 19 contains 14614 members 
Mstep: Class 20 contains 6546 members 
Mstep: Class 21 contains 2739 members 
Mstep: Class 22 contains 15861 members 
Mstep: Class 23 contains 101630 members 
Mstep: Class 24 contains 58433 members 
Mstep: Class 25 contains 65090 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 2319 members 
Mstep: Class 29 contains 6652 members 
Mstep: Class 30 contains 1412 members 
Mstep: Class 31 contains 9311 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3086 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 6245 members 
Mstep: Class 36 contains 442 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 308 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 40 contains 5545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779168.000000 Penalty: 89247.812500
Iteration 126Q: 41 clusters Score -1.117792e+08 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 104704 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 2080 members 
Mstep: Class 5 contains 65232 members 
Mstep: Class 6 contains 27154 members 
Mstep: Class 7 contains 11067 members 
Mstep: Class 8 contains 28416 members 
Mstep: Class 9 contains 100898 members 
Mstep: Class 10 contains 6644 members 
Mstep: Class 11 contains 7063 members 
Mstep: Class 12 contains 1003 members 
Mstep: Class 13 contains 98783 members 
Mstep: Class 14 contains 35074 members 
Mstep: Class 15 contains 105896 members 
Mstep: Class 16 contains 3512 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 18 contains 9913 members 
Mstep: Class 19 contains 14602 members 
Mstep: Class 20 contains 6543 members 
Mstep: Class 21 contains 2748 members 
Mstep: Class 22 contains 15871 members 
Mstep: Class 23 contains 101691 members 
Mstep: Class 24 contains 58725 members 
Mstep: Class 25 contains 64276 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 2379 members 
Mstep: Class 29 contains 6656 members 
Mstep: Class 30 contains 1411 members 
Mstep: Class 31 contains 9310 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3089 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 6278 members 
Mstep: Class 36 contains 442 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 307 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 5567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779320.000000 Penalty: 89247.812500
Iteration 127Q: 41 clusters Score -1.117793e+08 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 104699 members 
Mstep: Class 3 contains 318 members 
Mstep: Class 4 contains 2081 members 
Mstep: Class 5 contains 65355 members 
Mstep: Class 6 contains 27114 members 
Mstep: Class 7 contains 11026 members 
Mstep: Class 8 contains 28835 members 
Mstep: Class 9 contains 100851 members 
Mstep: Class 10 contains 6631 members 
Mstep: Class 11 contains 7050 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 98734 members 
Mstep: Class 14 contains 35062 members 
Mstep: Class 15 contains 105882 members 
Mstep: Class 16 contains 3512 members 
Mstep: Class 17 contains 7230 members 
Mstep: Class 18 contains 9916 members 
Mstep: Class 19 contains 14600 members 
Mstep: Class 20 contains 6545 members 
Mstep: Class 21 contains 2757 members 
Mstep: Class 22 contains 15882 members 
Mstep: Class 23 contains 101773 members 
Mstep: Class 24 contains 59051 members 
Mstep: Class 25 contains 63423 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 2427 members 
Mstep: Class 29 contains 6665 members 
Mstep: Class 30 contains 1411 members 
Mstep: Class 31 contains 9310 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 3091 members 
Mstep: Class 34 contains 435 members 
Mstep: Class 35 contains 6322 members 
Mstep: Class 36 contains 442 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 306 members 
Mstep: Class 39 contains 186 members 
Mstep: Class 40 contains 5578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779368.000000 Penalty: 89247.812500
Iteration 128Q: 41 clusters Score -1.117794e+08 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 104654 members 
Mstep: Class 3 contains 318 members 
Mstep: Class 4 contains 2079 members 
Mstep: Class 5 contains 65494 members 
Mstep: Class 6 contains 27077 members 
Mstep: Class 7 contains 10998 members 
Mstep: Class 8 contains 29250 members 
Mstep: Class 9 contains 100810 members 
Mstep: Class 10 contains 6620 members 
Mstep: Class 11 contains 7055 members 
Mstep: Class 12 contains 1007 members 
Mstep: Class 13 contains 98718 members 
Mstep: Class 14 contains 35055 members 
Mstep: Class 15 contains 105814 members 
Mstep: Class 16 contains 3512 members 
Mstep: Class 17 contains 7230 members 
Mstep: Class 18 contains 9912 members 
Mstep: Class 19 contains 14598 members 
Mstep: Class 20 contains 6535 members 
Mstep: Class 21 contains 2759 members 
Mstep: Class 22 contains 15902 members 
Mstep: Class 23 contains 101869 members 
Mstep: Class 24 contains 59381 members 
Mstep: Class 25 contains 62586 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2462 members 
Mstep: Class 29 contains 6671 members 
Mstep: Class 30 contains 1410 members 
Mstep: Class 31 contains 9309 members 
Mstep: Class 32 contains 364 members 
Mstep: Class 33 contains 3093 members 
Mstep: Class 34 contains 434 members 
Mstep: Class 35 contains 6361 members 
Mstep: Class 36 contains 442 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 305 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 5595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779480.000000 Penalty: 89247.812500
Iteration 129Q: 41 clusters Score -1.117795e+08 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 104596 members 
Mstep: Class 3 contains 319 members 
Mstep: Class 4 contains 2079 members 
Mstep: Class 5 contains 65629 members 
Mstep: Class 6 contains 27071 members 
Mstep: Class 7 contains 10990 members 
Mstep: Class 8 contains 29642 members 
Mstep: Class 9 contains 100702 members 
Mstep: Class 10 contains 6609 members 
Mstep: Class 11 contains 7054 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 98727 members 
Mstep: Class 14 contains 35040 members 
Mstep: Class 15 contains 105799 members 
Mstep: Class 16 contains 3507 members 
Mstep: Class 17 contains 7234 members 
Mstep: Class 18 contains 9908 members 
Mstep: Class 19 contains 14612 members 
Mstep: Class 20 contains 6524 members 
Mstep: Class 21 contains 2762 members 
Mstep: Class 22 contains 15918 members 
Mstep: Class 23 contains 101983 members 
Mstep: Class 24 contains 59726 members 
Mstep: Class 25 contains 61737 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 1029 members 
Mstep: Class 28 contains 2483 members 
Mstep: Class 29 contains 6669 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9307 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 3094 members 
Mstep: Class 34 contains 435 members 
Mstep: Class 35 contains 6396 members 
Mstep: Class 36 contains 442 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 5602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779552.000000 Penalty: 89247.812500
Iteration 130Q: 41 clusters Score -1.117796e+08 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 104539 members 
Mstep: Class 3 contains 320 members 
Mstep: Class 4 contains 2077 members 
Mstep: Class 5 contains 65755 members 
Mstep: Class 6 contains 27052 members 
Mstep: Class 7 contains 10972 members 
Mstep: Class 8 contains 30026 members 
Mstep: Class 9 contains 100615 members 
Mstep: Class 10 contains 6601 members 
Mstep: Class 11 contains 7048 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 98728 members 
Mstep: Class 14 contains 35024 members 
Mstep: Class 15 contains 105793 members 
Mstep: Class 16 contains 3503 members 
Mstep: Class 17 contains 7234 members 
Mstep: Class 18 contains 9900 members 
Mstep: Class 19 contains 14618 members 
Mstep: Class 20 contains 6516 members 
Mstep: Class 21 contains 2767 members 
Mstep: Class 22 contains 15922 members 
Mstep: Class 23 contains 102109 members 
Mstep: Class 24 contains 60073 members 
Mstep: Class 25 contains 60909 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 2509 members 
Mstep: Class 29 contains 6675 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9310 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 3093 members 
Mstep: Class 34 contains 436 members 
Mstep: Class 35 contains 6424 members 
Mstep: Class 36 contains 442 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 5605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779728.000000 Penalty: 89247.812500
Iteration 131Q: 41 clusters Score -1.117797e+08 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 104498 members 
Mstep: Class 3 contains 322 members 
Mstep: Class 4 contains 2078 members 
Mstep: Class 5 contains 65885 members 
Mstep: Class 6 contains 27033 members 
Mstep: Class 7 contains 10965 members 
Mstep: Class 8 contains 30479 members 
Mstep: Class 9 contains 100498 members 
Mstep: Class 10 contains 6595 members 
Mstep: Class 11 contains 7048 members 
Mstep: Class 12 contains 1007 members 
Mstep: Class 13 contains 98660 members 
Mstep: Class 14 contains 35014 members 
Mstep: Class 15 contains 105805 members 
Mstep: Class 16 contains 3501 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 18 contains 9887 members 
Mstep: Class 19 contains 14624 members 
Mstep: Class 20 contains 6507 members 
Mstep: Class 21 contains 2766 members 
Mstep: Class 22 contains 15934 members 
Mstep: Class 23 contains 102238 members 
Mstep: Class 24 contains 60411 members 
Mstep: Class 25 contains 60064 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 2528 members 
Mstep: Class 29 contains 6677 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9310 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 3093 members 
Mstep: Class 34 contains 436 members 
Mstep: Class 35 contains 6450 members 
Mstep: Class 36 contains 442 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 5614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780072.000000 Penalty: 89247.812500
Iteration 132Q: 41 clusters Score -1.117801e+08 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 104451 members 
Mstep: Class 3 contains 323 members 
Mstep: Class 4 contains 2078 members 
Mstep: Class 5 contains 66014 members 
Mstep: Class 6 contains 27009 members 
Mstep: Class 7 contains 10961 members 
Mstep: Class 8 contains 30917 members 
Mstep: Class 9 contains 100453 members 
Mstep: Class 10 contains 6588 members 
Mstep: Class 11 contains 7049 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 98603 members 
Mstep: Class 14 contains 35013 members 
Mstep: Class 15 contains 105783 members 
Mstep: Class 16 contains 3505 members 
Mstep: Class 17 contains 7229 members 
Mstep: Class 18 contains 9879 members 
Mstep: Class 19 contains 14619 members 
Mstep: Class 20 contains 6501 members 
Mstep: Class 21 contains 2766 members 
Mstep: Class 22 contains 15946 members 
Mstep: Class 23 contains 102351 members 
Mstep: Class 24 contains 60721 members 
Mstep: Class 25 contains 59239 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 2542 members 
Mstep: Class 29 contains 6678 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9310 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 3094 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 6477 members 
Mstep: Class 36 contains 442 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 5617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780040.000000 Penalty: 89247.812500
Iteration 133Q: 41 clusters Score -1.1178e+08 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 104457 members 
Mstep: Class 3 contains 323 members 
Mstep: Class 4 contains 2071 members 
Mstep: Class 5 contains 66107 members 
Mstep: Class 6 contains 26994 members 
Mstep: Class 7 contains 10951 members 
Mstep: Class 8 contains 31341 members 
Mstep: Class 9 contains 100399 members 
Mstep: Class 10 contains 6588 members 
Mstep: Class 11 contains 7054 members 
Mstep: Class 12 contains 1007 members 
Mstep: Class 13 contains 98536 members 
Mstep: Class 14 contains 35008 members 
Mstep: Class 15 contains 105780 members 
Mstep: Class 16 contains 3507 members 
Mstep: Class 17 contains 7234 members 
Mstep: Class 18 contains 9872 members 
Mstep: Class 19 contains 14614 members 
Mstep: Class 20 contains 6497 members 
Mstep: Class 21 contains 2764 members 
Mstep: Class 22 contains 15963 members 
Mstep: Class 23 contains 102478 members 
Mstep: Class 24 contains 60997 members 
Mstep: Class 25 contains 58400 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 2557 members 
Mstep: Class 29 contains 6679 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9310 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 3096 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 6514 members 
Mstep: Class 36 contains 442 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 5624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780376.000000 Penalty: 89247.812500
Iteration 134Q: 41 clusters Score -1.117804e+08 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 104431 members 
Mstep: Class 3 contains 323 members 
Mstep: Class 4 contains 2068 members 
Mstep: Class 5 contains 66191 members 
Mstep: Class 6 contains 26987 members 
Mstep: Class 7 contains 10919 members 
Mstep: Class 8 contains 31755 members 
Mstep: Class 9 contains 100386 members 
Mstep: Class 10 contains 6597 members 
Mstep: Class 11 contains 7058 members 
Mstep: Class 12 contains 1009 members 
Mstep: Class 13 contains 98480 members 
Mstep: Class 14 contains 35008 members 
Mstep: Class 15 contains 105750 members 
Mstep: Class 16 contains 3506 members 
Mstep: Class 17 contains 7233 members 
Mstep: Class 18 contains 9868 members 
Mstep: Class 19 contains 14614 members 
Mstep: Class 20 contains 6496 members 
Mstep: Class 21 contains 2767 members 
Mstep: Class 22 contains 15973 members 
Mstep: Class 23 contains 102590 members 
Mstep: Class 24 contains 61241 members 
Mstep: Class 25 contains 57651 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 1032 members 
Mstep: Class 28 contains 2569 members 
Mstep: Class 29 contains 6677 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9309 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 3095 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 6544 members 
Mstep: Class 36 contains 442 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 5628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780672.000000 Penalty: 89247.812500
Iteration 135Q: 41 clusters Score -1.117807e+08 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 104376 members 
Mstep: Class 3 contains 323 members 
Mstep: Class 4 contains 2070 members 
Mstep: Class 5 contains 66271 members 
Mstep: Class 6 contains 26986 members 
Mstep: Class 7 contains 10901 members 
Mstep: Class 8 contains 32170 members 
Mstep: Class 9 contains 100356 members 
Mstep: Class 10 contains 6613 members 
Mstep: Class 11 contains 7057 members 
Mstep: Class 12 contains 1009 members 
Mstep: Class 13 contains 98427 members 
Mstep: Class 14 contains 35007 members 
Mstep: Class 15 contains 105717 members 
Mstep: Class 16 contains 3504 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 18 contains 9868 members 
Mstep: Class 19 contains 14617 members 
Mstep: Class 20 contains 6497 members 
Mstep: Class 21 contains 2775 members 
Mstep: Class 22 contains 15977 members 
Mstep: Class 23 contains 102739 members 
Mstep: Class 24 contains 61499 members 
Mstep: Class 25 contains 56867 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 1032 members 
Mstep: Class 28 contains 2569 members 
Mstep: Class 29 contains 6691 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9309 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 3096 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 6572 members 
Mstep: Class 36 contains 442 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 5629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780976.000000 Penalty: 89247.812500
Iteration 136Q: 41 clusters Score -1.11781e+08 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 104367 members 
Mstep: Class 3 contains 323 members 
Mstep: Class 4 contains 2072 members 
Mstep: Class 5 contains 66344 members 
Mstep: Class 6 contains 26978 members 
Mstep: Class 7 contains 10888 members 
Mstep: Class 8 contains 32610 members 
Mstep: Class 9 contains 100258 members 
Mstep: Class 10 contains 6635 members 
Mstep: Class 11 contains 7057 members 
Mstep: Class 12 contains 1009 members 
Mstep: Class 13 contains 98388 members 
Mstep: Class 14 contains 35018 members 
Mstep: Class 15 contains 105669 members 
Mstep: Class 16 contains 3508 members 
Mstep: Class 17 contains 7224 members 
Mstep: Class 18 contains 9867 members 
Mstep: Class 19 contains 14619 members 
Mstep: Class 20 contains 6490 members 
Mstep: Class 21 contains 2781 members 
Mstep: Class 22 contains 15983 members 
Mstep: Class 23 contains 102842 members 
Mstep: Class 24 contains 61766 members 
Mstep: Class 25 contains 56111 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 1032 members 
Mstep: Class 28 contains 2572 members 
Mstep: Class 29 contains 6699 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9311 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 3097 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 6607 members 
Mstep: Class 36 contains 442 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 5630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781288.000000 Penalty: 89247.812500
Iteration 137Q: 41 clusters Score -1.117813e+08 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 104378 members 
Mstep: Class 3 contains 323 members 
Mstep: Class 4 contains 2068 members 
Mstep: Class 5 contains 66418 members 
Mstep: Class 6 contains 26972 members 
Mstep: Class 7 contains 10886 members 
Mstep: Class 8 contains 33059 members 
Mstep: Class 9 contains 100199 members 
Mstep: Class 10 contains 6651 members 
Mstep: Class 11 contains 7060 members 
Mstep: Class 12 contains 1010 members 
Mstep: Class 13 contains 98347 members 
Mstep: Class 14 contains 35025 members 
Mstep: Class 15 contains 105613 members 
Mstep: Class 16 contains 3511 members 
Mstep: Class 17 contains 7217 members 
Mstep: Class 18 contains 9862 members 
Mstep: Class 19 contains 14621 members 
Mstep: Class 20 contains 6485 members 
Mstep: Class 21 contains 2782 members 
Mstep: Class 22 contains 15989 members 
Mstep: Class 23 contains 102921 members 
Mstep: Class 24 contains 62005 members 
Mstep: Class 25 contains 55370 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 1032 members 
Mstep: Class 28 contains 2573 members 
Mstep: Class 29 contains 6704 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9311 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 3098 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 6633 members 
Mstep: Class 36 contains 442 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 5632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781400.000000 Penalty: 89247.812500
Iteration 138Q: 41 clusters Score -1.117814e+08 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 104362 members 
Mstep: Class 3 contains 323 members 
Mstep: Class 4 contains 2067 members 
Mstep: Class 5 contains 66515 members 
Mstep: Class 6 contains 26957 members 
Mstep: Class 7 contains 10883 members 
Mstep: Class 8 contains 33520 members 
Mstep: Class 9 contains 100151 members 
Mstep: Class 10 contains 6668 members 
Mstep: Class 11 contains 7061 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 98277 members 
Mstep: Class 14 contains 35036 members 
Mstep: Class 15 contains 105596 members 
Mstep: Class 16 contains 3514 members 
Mstep: Class 17 contains 7215 members 
Mstep: Class 18 contains 9863 members 
Mstep: Class 19 contains 14622 members 
Mstep: Class 20 contains 6475 members 
Mstep: Class 21 contains 2782 members 
Mstep: Class 22 contains 15997 members 
Mstep: Class 23 contains 102965 members 
Mstep: Class 24 contains 62233 members 
Mstep: Class 25 contains 54642 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 1032 members 
Mstep: Class 28 contains 2577 members 
Mstep: Class 29 contains 6705 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9315 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 3097 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 6663 members 
Mstep: Class 36 contains 442 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 5631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781360.000000 Penalty: 89247.812500
Iteration 139Q: 41 clusters Score -1.117814e+08 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 104349 members 
Mstep: Class 3 contains 323 members 
Mstep: Class 4 contains 2072 members 
Mstep: Class 5 contains 66596 members 
Mstep: Class 6 contains 26944 members 
Mstep: Class 7 contains 10879 members 
Mstep: Class 8 contains 34020 members 
Mstep: Class 9 contains 100083 members 
Mstep: Class 10 contains 6679 members 
Mstep: Class 11 contains 7062 members 
Mstep: Class 12 contains 1012 members 
Mstep: Class 13 contains 98236 members 
Mstep: Class 14 contains 35031 members 
Mstep: Class 15 contains 105565 members 
Mstep: Class 16 contains 3514 members 
Mstep: Class 17 contains 7217 members 
Mstep: Class 18 contains 9863 members 
Mstep: Class 19 contains 14611 members 
Mstep: Class 20 contains 6468 members 
Mstep: Class 21 contains 2785 members 
Mstep: Class 22 contains 16002 members 
Mstep: Class 23 contains 102987 members 
Mstep: Class 24 contains 62468 members 
Mstep: Class 25 contains 53933 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 1032 members 
Mstep: Class 28 contains 2588 members 
Mstep: Class 29 contains 6705 members 
Mstep: Class 30 contains 1406 members 
Mstep: Class 31 contains 9317 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 3098 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 6689 members 
Mstep: Class 36 contains 442 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 5629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781896.000000 Penalty: 89247.812500
Iteration 140F: 41 clusters Score -1.117819e+08 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 104294 members 
Mstep: Class 3 contains 323 members 
Mstep: Class 4 contains 2070 members 
Mstep: Class 5 contains 66662 members 
Mstep: Class 6 contains 26929 members 
Mstep: Class 7 contains 10853 members 
Mstep: Class 8 contains 34527 members 
Mstep: Class 9 contains 100013 members 
Mstep: Class 10 contains 6690 members 
Mstep: Class 11 contains 7062 members 
Mstep: Class 12 contains 1012 members 
Mstep: Class 13 contains 98201 members 
Mstep: Class 14 contains 35032 members 
Mstep: Class 15 contains 105525 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 7217 members 
Mstep: Class 18 contains 9860 members 
Mstep: Class 19 contains 14602 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 2786 members 
Mstep: Class 22 contains 16010 members 
Mstep: Class 23 contains 103060 members 
Mstep: Class 24 contains 62723 members 
Mstep: Class 25 contains 53203 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 1032 members 
Mstep: Class 28 contains 2631 members 
Mstep: Class 29 contains 6707 members 
Mstep: Class 30 contains 1406 members 
Mstep: Class 31 contains 9317 members 
Mstep: Class 32 contains 360 members 
Mstep: Class 33 contains 3098 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 6713 members 
Mstep: Class 36 contains 442 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 311 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 5631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782176.000000 Penalty: 89247.812500
Iteration 141Q: 41 clusters Score -1.117822e+08 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 104259 members 
Mstep: Class 3 contains 325 members 
Mstep: Class 4 contains 2070 members 
Mstep: Class 5 contains 66699 members 
Mstep: Class 6 contains 26908 members 
Mstep: Class 7 contains 10839 members 
Mstep: Class 8 contains 34994 members 
Mstep: Class 9 contains 99948 members 
Mstep: Class 10 contains 6715 members 
Mstep: Class 11 contains 7065 members 
Mstep: Class 12 contains 1013 members 
Mstep: Class 13 contains 98124 members 
Mstep: Class 14 contains 35032 members 
Mstep: Class 15 contains 105517 members 
Mstep: Class 16 contains 3511 members 
Mstep: Class 17 contains 7221 members 
Mstep: Class 18 contains 9852 members 
Mstep: Class 19 contains 14590 members 
Mstep: Class 20 contains 6461 members 
Mstep: Class 21 contains 2789 members 
Mstep: Class 22 contains 16016 members 
Mstep: Class 23 contains 103125 members 
Mstep: Class 24 contains 62987 members 
Mstep: Class 25 contains 52524 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 1032 members 
Mstep: Class 28 contains 2672 members 
Mstep: Class 29 contains 6706 members 
Mstep: Class 30 contains 1406 members 
Mstep: Class 31 contains 9315 members 
Mstep: Class 32 contains 364 members 
Mstep: Class 33 contains 3101 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 6735 members 
Mstep: Class 36 contains 442 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 311 members 
Mstep: Class 39 contains 192 members 
Mstep: Class 40 contains 5616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782336.000000 Penalty: 89247.812500
Iteration 142Q: 41 clusters Score -1.117823e+08 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 104212 members 
Mstep: Class 3 contains 325 members 
Mstep: Class 4 contains 2069 members 
Mstep: Class 5 contains 66745 members 
Mstep: Class 6 contains 26882 members 
Mstep: Class 7 contains 10825 members 
Mstep: Class 8 contains 35503 members 
Mstep: Class 9 contains 99909 members 
Mstep: Class 10 contains 6738 members 
Mstep: Class 11 contains 7068 members 
Mstep: Class 12 contains 1013 members 
Mstep: Class 13 contains 98038 members 
Mstep: Class 14 contains 35036 members 
Mstep: Class 15 contains 105488 members 
Mstep: Class 16 contains 3508 members 
Mstep: Class 17 contains 7218 members 
Mstep: Class 18 contains 9847 members 
Mstep: Class 19 contains 14575 members 
Mstep: Class 20 contains 6463 members 
Mstep: Class 21 contains 2791 members 
Mstep: Class 22 contains 16024 members 
Mstep: Class 23 contains 103187 members 
Mstep: Class 24 contains 63233 members 
Mstep: Class 25 contains 51828 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 1032 members 
Mstep: Class 28 contains 2705 members 
Mstep: Class 29 contains 6706 members 
Mstep: Class 30 contains 1406 members 
Mstep: Class 31 contains 9317 members 
Mstep: Class 32 contains 361 members 
Mstep: Class 33 contains 3104 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 6764 members 
Mstep: Class 36 contains 442 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 311 members 
Mstep: Class 39 contains 195 members 
Mstep: Class 40 contains 5609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782416.000000 Penalty: 89247.812500
Iteration 143Q: 41 clusters Score -1.117824e+08 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 104198 members 
Mstep: Class 3 contains 327 members 
Mstep: Class 4 contains 2070 members 
Mstep: Class 5 contains 66796 members 
Mstep: Class 6 contains 26864 members 
Mstep: Class 7 contains 10816 members 
Mstep: Class 8 contains 36002 members 
Mstep: Class 9 contains 99834 members 
Mstep: Class 10 contains 6771 members 
Mstep: Class 11 contains 7060 members 
Mstep: Class 12 contains 1012 members 
Mstep: Class 13 contains 97939 members 
Mstep: Class 14 contains 35041 members 
Mstep: Class 15 contains 105486 members 
Mstep: Class 16 contains 3508 members 
Mstep: Class 17 contains 7217 members 
Mstep: Class 18 contains 9837 members 
Mstep: Class 19 contains 14565 members 
Mstep: Class 20 contains 6460 members 
Mstep: Class 21 contains 2793 members 
Mstep: Class 22 contains 16034 members 
Mstep: Class 23 contains 103234 members 
Mstep: Class 24 contains 63487 members 
Mstep: Class 25 contains 51127 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 1032 members 
Mstep: Class 28 contains 2724 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 1406 members 
Mstep: Class 31 contains 9315 members 
Mstep: Class 32 contains 355 members 
Mstep: Class 33 contains 3106 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 6793 members 
Mstep: Class 36 contains 443 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 310 members 
Mstep: Class 39 contains 199 members 
Mstep: Class 40 contains 5612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782944.000000 Penalty: 89247.812500
Iteration 144Q: 41 clusters Score -1.117829e+08 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 104167 members 
Mstep: Class 3 contains 328 members 
Mstep: Class 4 contains 2070 members 
Mstep: Class 5 contains 66846 members 
Mstep: Class 6 contains 26855 members 
Mstep: Class 7 contains 10797 members 
Mstep: Class 8 contains 36500 members 
Mstep: Class 9 contains 99765 members 
Mstep: Class 10 contains 6798 members 
Mstep: Class 11 contains 7054 members 
Mstep: Class 12 contains 1012 members 
Mstep: Class 13 contains 97849 members 
Mstep: Class 14 contains 35035 members 
Mstep: Class 15 contains 105439 members 
Mstep: Class 16 contains 3508 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 18 contains 9836 members 
Mstep: Class 19 contains 14556 members 
Mstep: Class 20 contains 6459 members 
Mstep: Class 21 contains 2796 members 
Mstep: Class 22 contains 16040 members 
Mstep: Class 23 contains 103268 members 
Mstep: Class 24 contains 63736 members 
Mstep: Class 25 contains 50497 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 1032 members 
Mstep: Class 28 contains 2742 members 
Mstep: Class 29 contains 6703 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9313 members 
Mstep: Class 32 contains 352 members 
Mstep: Class 33 contains 3105 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 6817 members 
Mstep: Class 36 contains 443 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 309 members 
Mstep: Class 39 contains 202 members 
Mstep: Class 40 contains 5608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783064.000000 Penalty: 89247.812500
Iteration 145Q: 41 clusters Score -1.117831e+08 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 104173 members 
Mstep: Class 3 contains 327 members 
Mstep: Class 4 contains 2070 members 
Mstep: Class 5 contains 66866 members 
Mstep: Class 6 contains 26830 members 
Mstep: Class 7 contains 10778 members 
Mstep: Class 8 contains 37014 members 
Mstep: Class 9 contains 99707 members 
Mstep: Class 10 contains 6825 members 
Mstep: Class 11 contains 7053 members 
Mstep: Class 12 contains 1013 members 
Mstep: Class 13 contains 97711 members 
Mstep: Class 14 contains 35056 members 
Mstep: Class 15 contains 105383 members 
Mstep: Class 16 contains 3507 members 
Mstep: Class 17 contains 7230 members 
Mstep: Class 18 contains 9833 members 
Mstep: Class 19 contains 14541 members 
Mstep: Class 20 contains 6454 members 
Mstep: Class 21 contains 2799 members 
Mstep: Class 22 contains 16057 members 
Mstep: Class 23 contains 103327 members 
Mstep: Class 24 contains 63976 members 
Mstep: Class 25 contains 49874 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 1032 members 
Mstep: Class 28 contains 2751 members 
Mstep: Class 29 contains 6709 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9315 members 
Mstep: Class 32 contains 352 members 
Mstep: Class 33 contains 3104 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 6846 members 
Mstep: Class 36 contains 443 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 309 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 5601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783288.000000 Penalty: 89247.812500
Iteration 146Q: 41 clusters Score -1.117833e+08 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 104167 members 
Mstep: Class 3 contains 328 members 
Mstep: Class 4 contains 2067 members 
Mstep: Class 5 contains 66877 members 
Mstep: Class 6 contains 26806 members 
Mstep: Class 7 contains 10774 members 
Mstep: Class 8 contains 37530 members 
Mstep: Class 9 contains 99660 members 
Mstep: Class 10 contains 6860 members 
Mstep: Class 11 contains 7053 members 
Mstep: Class 12 contains 1012 members 
Mstep: Class 13 contains 97551 members 
Mstep: Class 14 contains 35074 members 
Mstep: Class 15 contains 105378 members 
Mstep: Class 16 contains 3506 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 18 contains 9831 members 
Mstep: Class 19 contains 14526 members 
Mstep: Class 20 contains 6446 members 
Mstep: Class 21 contains 2807 members 
Mstep: Class 22 contains 16074 members 
Mstep: Class 23 contains 103357 members 
Mstep: Class 24 contains 64186 members 
Mstep: Class 25 contains 49258 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 1032 members 
Mstep: Class 28 contains 2759 members 
Mstep: Class 29 contains 6717 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9314 members 
Mstep: Class 32 contains 353 members 
Mstep: Class 33 contains 3105 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 6874 members 
Mstep: Class 36 contains 443 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 307 members 
Mstep: Class 39 contains 204 members 
Mstep: Class 40 contains 5602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783512.000000 Penalty: 89247.812500
Iteration 147Q: 41 clusters Score -1.117835e+08 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 104172 members 
Mstep: Class 3 contains 327 members 
Mstep: Class 4 contains 2067 members 
Mstep: Class 5 contains 66850 members 
Mstep: Class 6 contains 26767 members 
Mstep: Class 7 contains 10772 members 
Mstep: Class 8 contains 38058 members 
Mstep: Class 9 contains 99586 members 
Mstep: Class 10 contains 6883 members 
Mstep: Class 11 contains 7057 members 
Mstep: Class 12 contains 1012 members 
Mstep: Class 13 contains 97398 members 
Mstep: Class 14 contains 35080 members 
Mstep: Class 15 contains 105399 members 
Mstep: Class 16 contains 3505 members 
Mstep: Class 17 contains 7232 members 
Mstep: Class 18 contains 9834 members 
Mstep: Class 19 contains 14524 members 
Mstep: Class 20 contains 6440 members 
Mstep: Class 21 contains 2813 members 
Mstep: Class 22 contains 16090 members 
Mstep: Class 23 contains 103396 members 
Mstep: Class 24 contains 64393 members 
Mstep: Class 25 contains 48658 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 1032 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 6721 members 
Mstep: Class 30 contains 1410 members 
Mstep: Class 31 contains 9312 members 
Mstep: Class 32 contains 353 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 443 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 305 members 
Mstep: Class 39 contains 205 members 
Mstep: Class 40 contains 5600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783808.000000 Penalty: 89247.812500
Iteration 148Q: 41 clusters Score -1.117838e+08 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 104164 members 
Mstep: Class 3 contains 328 members 
Mstep: Class 4 contains 2067 members 
Mstep: Class 5 contains 66833 members 
Mstep: Class 6 contains 26752 members 
Mstep: Class 7 contains 10770 members 
Mstep: Class 8 contains 38601 members 
Mstep: Class 9 contains 99513 members 
Mstep: Class 10 contains 6911 members 
Mstep: Class 11 contains 7054 members 
Mstep: Class 12 contains 1013 members 
Mstep: Class 13 contains 97298 members 
Mstep: Class 14 contains 35098 members 
Mstep: Class 15 contains 105373 members 
Mstep: Class 16 contains 3509 members 
Mstep: Class 17 contains 7232 members 
Mstep: Class 18 contains 9831 members 
Mstep: Class 19 contains 14524 members 
Mstep: Class 20 contains 6434 members 
Mstep: Class 21 contains 2816 members 
Mstep: Class 22 contains 16103 members 
Mstep: Class 23 contains 103412 members 
Mstep: Class 24 contains 64599 members 
Mstep: Class 25 contains 48052 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 1032 members 
Mstep: Class 28 contains 2763 members 
Mstep: Class 29 contains 6726 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9311 members 
Mstep: Class 32 contains 352 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 6940 members 
Mstep: Class 36 contains 443 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 5597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784192.000000 Penalty: 89247.812500
Iteration 149Q: 41 clusters Score -1.117842e+08 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 104105 members 
Mstep: Class 3 contains 328 members 
Mstep: Class 4 contains 2070 members 
Mstep: Class 5 contains 66800 members 
Mstep: Class 6 contains 26739 members 
Mstep: Class 7 contains 10759 members 
Mstep: Class 8 contains 39134 members 
Mstep: Class 9 contains 99494 members 
Mstep: Class 10 contains 6942 members 
Mstep: Class 11 contains 7058 members 
Mstep: Class 12 contains 1013 members 
Mstep: Class 13 contains 97211 members 
Mstep: Class 14 contains 35110 members 
Mstep: Class 15 contains 105378 members 
Mstep: Class 16 contains 3513 members 
Mstep: Class 17 contains 7227 members 
Mstep: Class 18 contains 9825 members 
Mstep: Class 19 contains 14514 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 2816 members 
Mstep: Class 22 contains 16111 members 
Mstep: Class 23 contains 103425 members 
Mstep: Class 24 contains 64785 members 
Mstep: Class 25 contains 47481 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 1032 members 
Mstep: Class 28 contains 2764 members 
Mstep: Class 29 contains 6726 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9310 members 
Mstep: Class 32 contains 352 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 6973 members 
Mstep: Class 36 contains 444 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 5584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784496.000000 Penalty: 89247.812500
Iteration 150Q: 41 clusters Score -1.117845e+08 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 104047 members 
Mstep: Class 3 contains 329 members 
Mstep: Class 4 contains 2072 members 
Mstep: Class 5 contains 66794 members 
Mstep: Class 6 contains 26734 members 
Mstep: Class 7 contains 10747 members 
Mstep: Class 8 contains 39665 members 
Mstep: Class 9 contains 99479 members 
Mstep: Class 10 contains 6979 members 
Mstep: Class 11 contains 7059 members 
Mstep: Class 12 contains 1013 members 
Mstep: Class 13 contains 97155 members 
Mstep: Class 14 contains 35111 members 
Mstep: Class 15 contains 105385 members 
Mstep: Class 16 contains 3511 members 
Mstep: Class 17 contains 7229 members 
Mstep: Class 18 contains 9823 members 
Mstep: Class 19 contains 14501 members 
Mstep: Class 20 contains 6414 members 
Mstep: Class 21 contains 2818 members 
Mstep: Class 22 contains 16113 members 
Mstep: Class 23 contains 103405 members 
Mstep: Class 24 contains 64952 members 
Mstep: Class 25 contains 46908 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 1032 members 
Mstep: Class 28 contains 2764 members 
Mstep: Class 29 contains 6728 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9311 members 
Mstep: Class 32 contains 353 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 6999 members 
Mstep: Class 36 contains 444 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 5579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784456.000000 Penalty: 89247.812500
Iteration 151Q: 41 clusters Score -1.117845e+08 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 104018 members 
Mstep: Class 3 contains 329 members 
Mstep: Class 4 contains 2068 members 
Mstep: Class 5 contains 66779 members 
Mstep: Class 6 contains 26730 members 
Mstep: Class 7 contains 10726 members 
Mstep: Class 8 contains 40219 members 
Mstep: Class 9 contains 99450 members 
Mstep: Class 10 contains 7005 members 
Mstep: Class 11 contains 7060 members 
Mstep: Class 12 contains 1013 members 
Mstep: Class 13 contains 97113 members 
Mstep: Class 14 contains 35124 members 
Mstep: Class 15 contains 105406 members 
Mstep: Class 16 contains 3508 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 18 contains 9810 members 
Mstep: Class 19 contains 14493 members 
Mstep: Class 20 contains 6406 members 
Mstep: Class 21 contains 2820 members 
Mstep: Class 22 contains 16116 members 
Mstep: Class 23 contains 103358 members 
Mstep: Class 24 contains 65091 members 
Mstep: Class 25 contains 46348 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1032 members 
Mstep: Class 28 contains 2760 members 
Mstep: Class 29 contains 6728 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9310 members 
Mstep: Class 32 contains 353 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 7027 members 
Mstep: Class 36 contains 444 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 5578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784696.000000 Penalty: 89247.812500
Iteration 152Q: 41 clusters Score -1.117847e+08 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 104008 members 
Mstep: Class 3 contains 329 members 
Mstep: Class 4 contains 2067 members 
Mstep: Class 5 contains 66752 members 
Mstep: Class 6 contains 26728 members 
Mstep: Class 7 contains 10698 members 
Mstep: Class 8 contains 40778 members 
Mstep: Class 9 contains 99423 members 
Mstep: Class 10 contains 7037 members 
Mstep: Class 11 contains 7060 members 
Mstep: Class 12 contains 1013 members 
Mstep: Class 13 contains 97051 members 
Mstep: Class 14 contains 35132 members 
Mstep: Class 15 contains 105419 members 
Mstep: Class 16 contains 3509 members 
Mstep: Class 17 contains 7232 members 
Mstep: Class 18 contains 9800 members 
Mstep: Class 19 contains 14480 members 
Mstep: Class 20 contains 6394 members 
Mstep: Class 21 contains 2825 members 
Mstep: Class 22 contains 16118 members 
Mstep: Class 23 contains 103307 members 
Mstep: Class 24 contains 65225 members 
Mstep: Class 25 contains 45804 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1032 members 
Mstep: Class 28 contains 2759 members 
Mstep: Class 29 contains 6727 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9311 members 
Mstep: Class 32 contains 353 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 7054 members 
Mstep: Class 36 contains 444 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 5580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784720.000000 Penalty: 89247.812500
Iteration 153Q: 41 clusters Score -1.117847e+08 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 103971 members 
Mstep: Class 3 contains 329 members 
Mstep: Class 4 contains 2066 members 
Mstep: Class 5 contains 66728 members 
Mstep: Class 6 contains 26712 members 
Mstep: Class 7 contains 10699 members 
Mstep: Class 8 contains 41352 members 
Mstep: Class 9 contains 99393 members 
Mstep: Class 10 contains 7074 members 
Mstep: Class 11 contains 7061 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 96974 members 
Mstep: Class 14 contains 35153 members 
Mstep: Class 15 contains 105434 members 
Mstep: Class 16 contains 3508 members 
Mstep: Class 17 contains 7229 members 
Mstep: Class 18 contains 9797 members 
Mstep: Class 19 contains 14465 members 
Mstep: Class 20 contains 6388 members 
Mstep: Class 21 contains 2829 members 
Mstep: Class 22 contains 16121 members 
Mstep: Class 23 contains 103260 members 
Mstep: Class 24 contains 65336 members 
Mstep: Class 25 contains 45281 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 2762 members 
Mstep: Class 29 contains 6728 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9309 members 
Mstep: Class 32 contains 353 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 7073 members 
Mstep: Class 36 contains 444 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 5573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784752.000000 Penalty: 89247.812500
Iteration 154Q: 41 clusters Score -1.117848e+08 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 103931 members 
Mstep: Class 3 contains 329 members 
Mstep: Class 4 contains 2069 members 
Mstep: Class 5 contains 66692 members 
Mstep: Class 6 contains 26700 members 
Mstep: Class 7 contains 10695 members 
Mstep: Class 8 contains 41920 members 
Mstep: Class 9 contains 99374 members 
Mstep: Class 10 contains 7106 members 
Mstep: Class 11 contains 7062 members 
Mstep: Class 12 contains 1013 members 
Mstep: Class 13 contains 96865 members 
Mstep: Class 14 contains 35170 members 
Mstep: Class 15 contains 105448 members 
Mstep: Class 16 contains 3508 members 
Mstep: Class 17 contains 7225 members 
Mstep: Class 18 contains 9791 members 
Mstep: Class 19 contains 14461 members 
Mstep: Class 20 contains 6382 members 
Mstep: Class 21 contains 2836 members 
Mstep: Class 22 contains 16126 members 
Mstep: Class 23 contains 103193 members 
Mstep: Class 24 contains 65442 members 
Mstep: Class 25 contains 44825 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 2765 members 
Mstep: Class 29 contains 6726 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9308 members 
Mstep: Class 32 contains 353 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 439 members 
Mstep: Class 35 contains 7093 members 
Mstep: Class 36 contains 444 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 5565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784768.000000 Penalty: 89247.812500
Iteration 155Q: 41 clusters Score -1.117848e+08 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 103876 members 
Mstep: Class 3 contains 329 members 
Mstep: Class 4 contains 2067 members 
Mstep: Class 5 contains 66650 members 
Mstep: Class 6 contains 26695 members 
Mstep: Class 7 contains 10683 members 
Mstep: Class 8 contains 42486 members 
Mstep: Class 9 contains 99329 members 
Mstep: Class 10 contains 7137 members 
Mstep: Class 11 contains 7060 members 
Mstep: Class 12 contains 1013 members 
Mstep: Class 13 contains 96743 members 
Mstep: Class 14 contains 35191 members 
Mstep: Class 15 contains 105458 members 
Mstep: Class 16 contains 3508 members 
Mstep: Class 17 contains 7220 members 
Mstep: Class 18 contains 9785 members 
Mstep: Class 19 contains 14457 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 16129 members 
Mstep: Class 23 contains 103183 members 
Mstep: Class 24 contains 65545 members 
Mstep: Class 25 contains 44380 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1032 members 
Mstep: Class 28 contains 2765 members 
Mstep: Class 29 contains 6728 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9309 members 
Mstep: Class 32 contains 353 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 440 members 
Mstep: Class 35 contains 7116 members 
Mstep: Class 36 contains 444 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 5560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784744.000000 Penalty: 89247.812500
Iteration 156Q: 41 clusters Score -1.117847e+08 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 103812 members 
Mstep: Class 3 contains 329 members 
Mstep: Class 4 contains 2068 members 
Mstep: Class 5 contains 66620 members 
Mstep: Class 6 contains 26686 members 
Mstep: Class 7 contains 10668 members 
Mstep: Class 8 contains 43056 members 
Mstep: Class 9 contains 99291 members 
Mstep: Class 10 contains 7173 members 
Mstep: Class 11 contains 7058 members 
Mstep: Class 12 contains 1016 members 
Mstep: Class 13 contains 96636 members 
Mstep: Class 14 contains 35207 members 
Mstep: Class 15 contains 105453 members 
Mstep: Class 16 contains 3507 members 
Mstep: Class 17 contains 7219 members 
Mstep: Class 18 contains 9784 members 
Mstep: Class 19 contains 14450 members 
Mstep: Class 20 contains 6372 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 16131 members 
Mstep: Class 23 contains 103142 members 
Mstep: Class 24 contains 65658 members 
Mstep: Class 25 contains 43948 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1031 members 
Mstep: Class 28 contains 2767 members 
Mstep: Class 29 contains 6732 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9308 members 
Mstep: Class 32 contains 353 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7130 members 
Mstep: Class 36 contains 444 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 5553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784856.000000 Penalty: 89247.812500
Iteration 157Q: 41 clusters Score -1.117849e+08 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 103766 members 
Mstep: Class 3 contains 329 members 
Mstep: Class 4 contains 2063 members 
Mstep: Class 5 contains 66583 members 
Mstep: Class 6 contains 26666 members 
Mstep: Class 7 contains 10662 members 
Mstep: Class 8 contains 43651 members 
Mstep: Class 9 contains 99247 members 
Mstep: Class 10 contains 7196 members 
Mstep: Class 11 contains 7055 members 
Mstep: Class 12 contains 1018 members 
Mstep: Class 13 contains 96488 members 
Mstep: Class 14 contains 35225 members 
Mstep: Class 15 contains 105473 members 
Mstep: Class 16 contains 3509 members 
Mstep: Class 17 contains 7218 members 
Mstep: Class 18 contains 9783 members 
Mstep: Class 19 contains 14434 members 
Mstep: Class 20 contains 6372 members 
Mstep: Class 21 contains 2856 members 
Mstep: Class 22 contains 16134 members 
Mstep: Class 23 contains 103062 members 
Mstep: Class 24 contains 65752 members 
Mstep: Class 25 contains 43573 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1029 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 6737 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9309 members 
Mstep: Class 32 contains 353 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7144 members 
Mstep: Class 36 contains 444 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 5549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784752.000000 Penalty: 89247.812500
Iteration 158Q: 41 clusters Score -1.117848e+08 nChanged 1983
Entering ConstructFrom: 
Score: -111784752.000000 Penalty: 89247.812500
Entering ConstructFrom: 
Trying to split cluster 1 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -37392.957031 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -37392.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -36576.562500 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -36576.56 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36830.640625 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -36830.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -36920.324219 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -36920.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -36994.187500 Penalty: 1936.488037
	Iteration 3F: 3 clusters Score -36994.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -37049.558594 Penalty: 1936.488037
	Iteration 4Q: 3 clusters Score -37049.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -37100.238281 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -37100.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -37142.636719 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -37142.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -37217.953125 Penalty: 1936.488037
	Iteration 7Q: 3 clusters Score -37217.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -37256.687500 Penalty: 1936.488037
	Iteration 8Q: 3 clusters Score -37256.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -37266.648438 Penalty: 1936.488037
	Iteration 9Q: 3 clusters Score -37266.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -37269.308594 Penalty: 1936.488037
	Iteration 10Q: 3 clusters Score -37269.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -37269.308594 Penalty: 1936.488037
	Iteration 11F: 3 clusters Score -37269.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (103751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103751 members 
Entering Unmasked Estep 
Score: -13001104.000000 Penalty: 1876.834229
	Iteration 0F: 2 clusters Score -1.30011e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51752 members 
Mstep: Class 2 contains 51999 members 
Entering Unmasked Estep 
Score: -12934543.000000 Penalty: 3753.668457
	Iteration 0F: 3 clusters Score -1.293454e+07 nChanged 49678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47672 members 
Mstep: Class 2 contains 56079 members 
Entering Unmasked Estep 
Score: -12963477.000000 Penalty: 3753.668457
	Iteration 1F: 3 clusters Score -1.296348e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 58290 members 
Entering Unmasked Estep 
Score: -12964452.000000 Penalty: 3753.668457
	Iteration 2Q: 3 clusters Score -1.296445e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 61623 members 
Entering Unmasked Estep 
Score: -12965717.000000 Penalty: 3753.668457
	Iteration 3Q: 3 clusters Score -1.296572e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 66446 members 
Entering Unmasked Estep 
Score: -12968243.000000 Penalty: 3753.668457
	Iteration 4F: 3 clusters Score -1.296824e+07 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 73043 members 
Entering Unmasked Estep 
Score: -12972677.000000 Penalty: 3753.668457
	Iteration 5F: 3 clusters Score -1.297268e+07 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 80746 members 
Entering Unmasked Estep 
Score: -12979191.000000 Penalty: 3753.668457
	Iteration 6F: 3 clusters Score -1.297919e+07 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 88091 members 
Entering Unmasked Estep 
Score: -12986320.000000 Penalty: 3753.668457
	Iteration 7F: 3 clusters Score -1.298632e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 93336 members 
Entering Unmasked Estep 
Score: -12993550.000000 Penalty: 3753.668457
	Iteration 8F: 3 clusters Score -1.299355e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 96811 members 
Entering Unmasked Estep 
Score: -12997630.000000 Penalty: 3753.668457
	Iteration 9Q: 3 clusters Score -1.299763e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 99198 members 
Entering Unmasked Estep 
Score: -12999344.000000 Penalty: 3753.668457
	Iteration 10Q: 3 clusters Score -1.299934e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 100764 members 
Entering Unmasked Estep 
Score: -12999943.000000 Penalty: 3753.668457
	Iteration 11Q: 3 clusters Score -1.299994e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 101750 members 
Entering Unmasked Estep 
Score: -13000184.000000 Penalty: 3753.668457
	Iteration 12Q: 3 clusters Score -1.300018e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 102350 members 
Entering Unmasked Estep 
Score: -13000183.000000 Penalty: 3753.668457
	Iteration 13Q: 3 clusters Score -1.300018e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 102683 members 
Entering Unmasked Estep 
Score: -13000146.000000 Penalty: 3753.668457
	Iteration 14Q: 3 clusters Score -1.300015e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 102904 members 
Entering Unmasked Estep 
Score: -13000091.000000 Penalty: 3753.668457
	Iteration 15Q: 3 clusters Score -1.300009e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 103040 members 
Entering Unmasked Estep 
Score: -13000052.000000 Penalty: 3753.668457
	Iteration 16Q: 3 clusters Score -1.300005e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 103116 members 
Entering Unmasked Estep 
Score: -13000002.000000 Penalty: 3753.668457
	Iteration 17Q: 3 clusters Score -1.3e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 103158 members 
Entering Unmasked Estep 
Score: -12999984.000000 Penalty: 3753.668457
	Iteration 18Q: 3 clusters Score -1.299998e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 103183 members 
Entering Unmasked Estep 
Score: -12999971.000000 Penalty: 3753.668457
	Iteration 19Q: 3 clusters Score -1.299997e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 103200 members 
Entering Unmasked Estep 
Score: -12999971.000000 Penalty: 3753.668457
	Iteration 20F: 3 clusters Score -1.299997e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 103216 members 
Entering Unmasked Estep 
Score: -12999985.000000 Penalty: 3753.668457
	Iteration 21Q: 3 clusters Score -1.299998e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 103229 members 
Entering Unmasked Estep 
Score: -12999969.000000 Penalty: 3753.668457
	Iteration 22Q: 3 clusters Score -1.299997e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 103241 members 
Entering Unmasked Estep 
Score: -12999960.000000 Penalty: 3753.668457
	Iteration 23Q: 3 clusters Score -1.299996e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 103255 members 
Entering Unmasked Estep 
Score: -12999943.000000 Penalty: 3753.668457
	Iteration 24Q: 3 clusters Score -1.299994e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 103265 members 
Entering Unmasked Estep 
Score: -12999938.000000 Penalty: 3753.668457
	Iteration 25Q: 3 clusters Score -1.299994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 103271 members 
Entering Unmasked Estep 
Score: -12999943.000000 Penalty: 3753.668457
	Iteration 26Q: 3 clusters Score -1.299994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 103281 members 
Entering Unmasked Estep 
Score: -12999940.000000 Penalty: 3753.668457
	Iteration 27Q: 3 clusters Score -1.299994e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 103290 members 
Entering Unmasked Estep 
Score: -12999930.000000 Penalty: 3753.668457
	Iteration 28Q: 3 clusters Score -1.299993e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 103301 members 
Entering Unmasked Estep 
Score: -12999923.000000 Penalty: 3753.668457
	Iteration 29Q: 3 clusters Score -1.299992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 103312 members 
Entering Unmasked Estep 
Score: -12999914.000000 Penalty: 3753.668457
	Iteration 30Q: 3 clusters Score -1.299991e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 103319 members 
Entering Unmasked Estep 
Score: -12999923.000000 Penalty: 3753.668457
	Iteration 31Q: 3 clusters Score -1.299992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 103323 members 
Entering Unmasked Estep 
Score: -12999923.000000 Penalty: 3753.668457
	Iteration 32Q: 3 clusters Score -1.299992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 103327 members 
Entering Unmasked Estep 
Score: -12999927.000000 Penalty: 3753.668457
	Iteration 33Q: 3 clusters Score -1.299993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 103333 members 
Entering Unmasked Estep 
Score: -12999935.000000 Penalty: 3753.668457
	Iteration 34Q: 3 clusters Score -1.299994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 103335 members 
Entering Unmasked Estep 
Score: -12999931.000000 Penalty: 3753.668457
	Iteration 35Q: 3 clusters Score -1.299993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 103336 members 
Entering Unmasked Estep 
Score: -12999937.000000 Penalty: 3753.668457
	Iteration 36Q: 3 clusters Score -1.299994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 103337 members 
Entering Unmasked Estep 
Score: -12999930.000000 Penalty: 3753.668457
	Iteration 37Q: 3 clusters Score -1.299993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 103338 members 
Entering Unmasked Estep 
Score: -12999935.000000 Penalty: 3753.668457
	Iteration 38Q: 3 clusters Score -1.299994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 103339 members 
Entering Unmasked Estep 
Score: -12999932.000000 Penalty: 3753.668457
	Iteration 39Q: 3 clusters Score -1.299993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 103339 members 
Entering Unmasked Estep 
Score: -12999932.000000 Penalty: 3753.668457
	Iteration 40F: 3 clusters Score -1.299993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -24674.783203 Penalty: 941.859375
	Iteration 0F: 2 clusters Score -24674.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24062.406250 Penalty: 1883.718750
	Iteration 0F: 3 clusters Score -24062.41 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24598.468750 Penalty: 1883.718750
	Iteration 1F: 3 clusters Score -24598.47 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -24802.779297 Penalty: 1883.718750
	Iteration 2F: 3 clusters Score -24802.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24985.527344 Penalty: 1883.718750
	Iteration 3Q: 3 clusters Score -24985.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -25063.699219 Penalty: 1883.718750
	Iteration 4Q: 3 clusters Score -25063.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25084.548828 Penalty: 1883.718750
	Iteration 5Q: 3 clusters Score -25084.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25100.275391 Penalty: 1883.718750
	Iteration 6Q: 3 clusters Score -25100.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -25102.089844 Penalty: 1883.718750
	Iteration 7Q: 3 clusters Score -25102.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -25102.089844 Penalty: 1883.718750
	Iteration 8F: 3 clusters Score -25102.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 103751 members 
Mstep: Class 3 contains 203 members 
Mstep: Class 4 contains 2067 members 
Mstep: Class 5 contains 66532 members 
Mstep: Class 6 contains 26653 members 
Mstep: Class 7 contains 10653 members 
Mstep: Class 8 contains 44254 members 
Mstep: Class 9 contains 99180 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 7051 members 
Mstep: Class 12 contains 1018 members 
Mstep: Class 13 contains 96379 members 
Mstep: Class 14 contains 35246 members 
Mstep: Class 15 contains 105477 members 
Mstep: Class 16 contains 3508 members 
Mstep: Class 17 contains 7216 members 
Mstep: Class 18 contains 9780 members 
Mstep: Class 19 contains 14425 members 
Mstep: Class 20 contains 6369 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 16136 members 
Mstep: Class 23 contains 102928 members 
Mstep: Class 24 contains 65843 members 
Mstep: Class 25 contains 43211 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2775 members 
Mstep: Class 29 contains 6744 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9309 members 
Mstep: Class 32 contains 353 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7164 members 
Mstep: Class 36 contains 444 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 5542 members 
Mstep: Class 41 contains 126 members 
Entering Unmasked Estep 
Score: -111783992.000000 Penalty: 91479.007812
Splitting cluster 3 changes total score from -111784752.000000 to -111783992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (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: -254937.562500 Penalty: 1240.501221
	Iteration 0F: 2 clusters Score -254937.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -252806.187500 Penalty: 2481.002441
	Iteration 0F: 3 clusters Score -252806.2 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -253274.843750 Penalty: 2481.002441
	Iteration 1F: 3 clusters Score -253274.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -253375.765625 Penalty: 2481.002441
	Iteration 2F: 3 clusters Score -253375.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -253428.546875 Penalty: 2481.002441
	Iteration 3Q: 3 clusters Score -253428.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -253455.171875 Penalty: 2481.002441
	Iteration 4Q: 3 clusters Score -253455.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -253476.000000 Penalty: 2481.002441
	Iteration 5Q: 3 clusters Score -253476 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -253491.843750 Penalty: 2481.002441
	Iteration 6Q: 3 clusters Score -253491.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -253503.796875 Penalty: 2481.002441
	Iteration 7Q: 3 clusters Score -253503.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -253518.234375 Penalty: 2481.002441
	Iteration 8Q: 3 clusters Score -253518.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -253530.734375 Penalty: 2481.002441
	Iteration 9Q: 3 clusters Score -253530.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -253538.578125 Penalty: 2481.002441
	Iteration 10Q: 3 clusters Score -253538.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -253550.140625 Penalty: 2481.002441
	Iteration 11Q: 3 clusters Score -253550.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -253557.984375 Penalty: 2481.002441
	Iteration 12Q: 3 clusters Score -253558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -253564.578125 Penalty: 2481.002441
	Iteration 13Q: 3 clusters Score -253564.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -253570.812500 Penalty: 2481.002441
	Iteration 14Q: 3 clusters Score -253570.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -253583.890625 Penalty: 2481.002441
	Iteration 15Q: 3 clusters Score -253583.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -253602.312500 Penalty: 2481.002441
	Iteration 16Q: 3 clusters Score -253602.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -253623.500000 Penalty: 2481.002441
	Iteration 17Q: 3 clusters Score -253623.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -253653.500000 Penalty: 2481.002441
	Iteration 18Q: 3 clusters Score -253653.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -253694.593750 Penalty: 2481.002441
	Iteration 19Q: 3 clusters Score -253694.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -253729.531250 Penalty: 2481.002441
	Iteration 20F: 3 clusters Score -253729.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -253745.046875 Penalty: 2481.002441
	Iteration 21Q: 3 clusters Score -253745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -253757.937500 Penalty: 2481.002441
	Iteration 22Q: 3 clusters Score -253757.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -253771.515625 Penalty: 2481.002441
	Iteration 23Q: 3 clusters Score -253771.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -253783.265625 Penalty: 2481.002441
	Iteration 24Q: 3 clusters Score -253783.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -253792.593750 Penalty: 2481.002441
	Iteration 25Q: 3 clusters Score -253792.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -253800.546875 Penalty: 2481.002441
	Iteration 26Q: 3 clusters Score -253800.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -253810.375000 Penalty: 2481.002441
	Iteration 27Q: 3 clusters Score -253810.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -253819.156250 Penalty: 2481.002441
	Iteration 28Q: 3 clusters Score -253819.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -253827.187500 Penalty: 2481.002441
	Iteration 29Q: 3 clusters Score -253827.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -253837.468750 Penalty: 2481.002441
	Iteration 30Q: 3 clusters Score -253837.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -253845.875000 Penalty: 2481.002441
	Iteration 31Q: 3 clusters Score -253845.9 nChanged 17
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: -253856.062500 Penalty: 2481.002441
	Iteration 32Q: 3 clusters Score -253856.1 nChanged 17
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: -253863.500000 Penalty: 2481.002441
	Iteration 33Q: 3 clusters Score -253863.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -253867.734375 Penalty: 2481.002441
	Iteration 34Q: 3 clusters Score -253867.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -253873.265625 Penalty: 2481.002441
	Iteration 35Q: 3 clusters Score -253873.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -253876.359375 Penalty: 2481.002441
	Iteration 36Q: 3 clusters Score -253876.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -253879.437500 Penalty: 2481.002441
	Iteration 37Q: 3 clusters Score -253879.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -253881.718750 Penalty: 2481.002441
	Iteration 38Q: 3 clusters Score -253881.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -253883.125000 Penalty: 2481.002441
	Iteration 39Q: 3 clusters Score -253883.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -253885.000000 Penalty: 2481.002441
	Iteration 40F: 3 clusters Score -253885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -253886.703125 Penalty: 2481.002441
	Iteration 41Q: 3 clusters Score -253886.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -253888.437500 Penalty: 2481.002441
	Iteration 42Q: 3 clusters Score -253888.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -253891.218750 Penalty: 2481.002441
	Iteration 43Q: 3 clusters Score -253891.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -253893.593750 Penalty: 2481.002441
	Iteration 44Q: 3 clusters Score -253893.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -253893.984375 Penalty: 2481.002441
	Iteration 45Q: 3 clusters Score -253894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -253896.718750 Penalty: 2481.002441
	Iteration 46Q: 3 clusters Score -253896.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -253898.875000 Penalty: 2481.002441
	Iteration 47Q: 3 clusters Score -253898.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -253901.734375 Penalty: 2481.002441
	Iteration 48Q: 3 clusters Score -253901.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -253903.859375 Penalty: 2481.002441
	Iteration 49Q: 3 clusters Score -253903.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -253904.703125 Penalty: 2481.002441
	Iteration 50Q: 3 clusters Score -253904.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -253905.750000 Penalty: 2481.002441
	Iteration 51Q: 3 clusters Score -253905.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -253906.390625 Penalty: 2481.002441
	Iteration 52Q: 3 clusters Score -253906.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -253906.390625 Penalty: 2481.002441
	Iteration 53F: 3 clusters Score -253906.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (66532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66532 members 
Entering Unmasked Estep 
Score: -8108623.000000 Penalty: 1804.633667
	Iteration 0F: 2 clusters Score -8108623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -8064062.500000 Penalty: 3609.267334
	Iteration 0F: 3 clusters Score -8064062 nChanged 31572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -8081957.500000 Penalty: 3609.267334
	Iteration 1F: 3 clusters Score -8081958 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -8082421.000000 Penalty: 3609.267334
	Iteration 2Q: 3 clusters Score -8082421 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -8082978.000000 Penalty: 3609.267334
	Iteration 3Q: 3 clusters Score -8082978 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -8083669.000000 Penalty: 3609.267334
	Iteration 4Q: 3 clusters Score -8083669 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -8084626.000000 Penalty: 3609.267334
	Iteration 5Q: 3 clusters Score -8084626 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -8086000.000000 Penalty: 3609.267334
	Iteration 6Q: 3 clusters Score -8086000 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -8088283.500000 Penalty: 3609.267334
	Iteration 7F: 3 clusters Score -8088284 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 47399 members 
Entering Unmasked Estep 
Score: -8091456.500000 Penalty: 3609.267334
	Iteration 8F: 3 clusters Score -8091456 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 51552 members 
Entering Unmasked Estep 
Score: -8094935.500000 Penalty: 3609.267334
	Iteration 9F: 3 clusters Score -8094936 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 55388 members 
Entering Unmasked Estep 
Score: -8098203.000000 Penalty: 3609.267334
	Iteration 10F: 3 clusters Score -8098203 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 58548 members 
Entering Unmasked Estep 
Score: -8100838.500000 Penalty: 3609.267334
	Iteration 11Q: 3 clusters Score -8100838 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 60998 members 
Entering Unmasked Estep 
Score: -8102909.500000 Penalty: 3609.267334
	Iteration 12Q: 3 clusters Score -8102910 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 62838 members 
Entering Unmasked Estep 
Score: -8104421.000000 Penalty: 3609.267334
	Iteration 13Q: 3 clusters Score -8104421 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 64085 members 
Entering Unmasked Estep 
Score: -8105442.500000 Penalty: 3609.267334
	Iteration 14Q: 3 clusters Score -8105442 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 64907 members 
Entering Unmasked Estep 
Score: -8106086.000000 Penalty: 3609.267334
	Iteration 15Q: 3 clusters Score -8106086 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 65403 members 
Entering Unmasked Estep 
Score: -8106436.000000 Penalty: 3609.267334
	Iteration 16Q: 3 clusters Score -8106436 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 65695 members 
Entering Unmasked Estep 
Score: -8106642.000000 Penalty: 3609.267334
	Iteration 17Q: 3 clusters Score -8106642 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 65877 members 
Entering Unmasked Estep 
Score: -8106774.000000 Penalty: 3609.267334
	Iteration 18Q: 3 clusters Score -8106774 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 65992 members 
Entering Unmasked Estep 
Score: -8106869.500000 Penalty: 3609.267334
	Iteration 19Q: 3 clusters Score -8106870 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 66057 members 
Entering Unmasked Estep 
Score: -8106928.000000 Penalty: 3609.267334
	Iteration 20F: 3 clusters Score -8106928 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 66102 members 
Entering Unmasked Estep 
Score: -8106973.500000 Penalty: 3609.267334
	Iteration 21Q: 3 clusters Score -8106974 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 66131 members 
Entering Unmasked Estep 
Score: -8107003.000000 Penalty: 3609.267334
	Iteration 22Q: 3 clusters Score -8107003 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 66152 members 
Entering Unmasked Estep 
Score: -8107029.500000 Penalty: 3609.267334
	Iteration 23Q: 3 clusters Score -8107030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 66168 members 
Entering Unmasked Estep 
Score: -8107044.000000 Penalty: 3609.267334
	Iteration 24Q: 3 clusters Score -8107044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 66178 members 
Entering Unmasked Estep 
Score: -8107055.500000 Penalty: 3609.267334
	Iteration 25Q: 3 clusters Score -8107056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 66190 members 
Entering Unmasked Estep 
Score: -8107068.000000 Penalty: 3609.267334
	Iteration 26Q: 3 clusters Score -8107068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 66198 members 
Entering Unmasked Estep 
Score: -8107070.500000 Penalty: 3609.267334
	Iteration 27Q: 3 clusters Score -8107070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 66205 members 
Entering Unmasked Estep 
Score: -8107082.000000 Penalty: 3609.267334
	Iteration 28Q: 3 clusters Score -8107082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 66211 members 
Entering Unmasked Estep 
Score: -8107084.000000 Penalty: 3609.267334
	Iteration 29Q: 3 clusters Score -8107084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 66217 members 
Entering Unmasked Estep 
Score: -8107087.500000 Penalty: 3609.267334
	Iteration 30Q: 3 clusters Score -8107088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 66219 members 
Entering Unmasked Estep 
Score: -8107094.000000 Penalty: 3609.267334
	Iteration 31Q: 3 clusters Score -8107094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 66223 members 
Entering Unmasked Estep 
Score: -8107106.000000 Penalty: 3609.267334
	Iteration 32Q: 3 clusters Score -8107106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 66225 members 
Entering Unmasked Estep 
Score: -8107110.500000 Penalty: 3609.267334
	Iteration 33Q: 3 clusters Score -8107110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 66230 members 
Entering Unmasked Estep 
Score: -8107124.000000 Penalty: 3609.267334
	Iteration 34Q: 3 clusters Score -8107124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 66230 members 
Entering Unmasked Estep 
Score: -8107124.500000 Penalty: 3609.267334
	Iteration 35Q: 3 clusters Score -8107124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 66232 members 
Entering Unmasked Estep 
Score: -8107125.000000 Penalty: 3609.267334
	Iteration 36Q: 3 clusters Score -8107125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 66234 members 
Entering Unmasked Estep 
Score: -8107130.500000 Penalty: 3609.267334
	Iteration 37Q: 3 clusters Score -8107130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 66234 members 
Entering Unmasked Estep 
Score: -8107130.500000 Penalty: 3609.267334
	Iteration 38F: 3 clusters Score -8107130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Entering Unmasked Estep 
Score: -3284142.750000 Penalty: 1655.981689
	Iteration 0F: 2 clusters Score -3284143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -3266123.750000 Penalty: 3311.963379
	Iteration 0F: 3 clusters Score -3266124 nChanged 12155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -3273039.250000 Penalty: 3311.963379
	Iteration 1F: 3 clusters Score -3273039 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -3273575.750000 Penalty: 3311.963379
	Iteration 2F: 3 clusters Score -3273576 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -3274118.250000 Penalty: 3311.963379
	Iteration 3F: 3 clusters Score -3274118 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -3274704.750000 Penalty: 3311.963379
	Iteration 4F: 3 clusters Score -3274705 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -3275388.000000 Penalty: 3311.963379
	Iteration 5Q: 3 clusters Score -3275388 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -3276329.750000 Penalty: 3311.963379
	Iteration 6F: 3 clusters Score -3276330 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -3277551.500000 Penalty: 3311.963379
	Iteration 7F: 3 clusters Score -3277552 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -3278779.500000 Penalty: 3311.963379
	Iteration 8F: 3 clusters Score -3278780 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -3279706.250000 Penalty: 3311.963379
	Iteration 9Q: 3 clusters Score -3279706 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -3280322.750000 Penalty: 3311.963379
	Iteration 10Q: 3 clusters Score -3280323 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -3280716.750000 Penalty: 3311.963379
	Iteration 11Q: 3 clusters Score -3280717 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -3281012.000000 Penalty: 3311.963379
	Iteration 12Q: 3 clusters Score -3281012 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -3281247.500000 Penalty: 3311.963379
	Iteration 13Q: 3 clusters Score -3281248 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -3281452.000000 Penalty: 3311.963379
	Iteration 14Q: 3 clusters Score -3281452 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -3281641.500000 Penalty: 3311.963379
	Iteration 15Q: 3 clusters Score -3281642 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -3281842.750000 Penalty: 3311.963379
	Iteration 16Q: 3 clusters Score -3281843 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -3282038.750000 Penalty: 3311.963379
	Iteration 17Q: 3 clusters Score -3282039 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -3282227.750000 Penalty: 3311.963379
	Iteration 18Q: 3 clusters Score -3282228 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -3282389.750000 Penalty: 3311.963379
	Iteration 19Q: 3 clusters Score -3282390 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -3282528.000000 Penalty: 3311.963379
	Iteration 20F: 3 clusters Score -3282528 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -3282638.000000 Penalty: 3311.963379
	Iteration 21Q: 3 clusters Score -3282638 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -3282735.250000 Penalty: 3311.963379
	Iteration 22Q: 3 clusters Score -3282735 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -3282787.750000 Penalty: 3311.963379
	Iteration 23Q: 3 clusters Score -3282788 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -3282825.000000 Penalty: 3311.963379
	Iteration 24Q: 3 clusters Score -3282825 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -3282863.500000 Penalty: 3311.963379
	Iteration 25Q: 3 clusters Score -3282864 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -3282896.000000 Penalty: 3311.963379
	Iteration 26Q: 3 clusters Score -3282896 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -3282925.250000 Penalty: 3311.963379
	Iteration 27Q: 3 clusters Score -3282925 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -3282930.250000 Penalty: 3311.963379
	Iteration 28Q: 3 clusters Score -3282930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -3282936.500000 Penalty: 3311.963379
	Iteration 29Q: 3 clusters Score -3282936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -3282937.250000 Penalty: 3311.963379
	Iteration 30Q: 3 clusters Score -3282937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -3282940.500000 Penalty: 3311.963379
	Iteration 31Q: 3 clusters Score -3282940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -3282943.750000 Penalty: 3311.963379
	Iteration 32Q: 3 clusters Score -3282944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -3282945.250000 Penalty: 3311.963379
	Iteration 33Q: 3 clusters Score -3282945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -3282946.250000 Penalty: 3311.963379
	Iteration 34Q: 3 clusters Score -3282946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -3282946.750000 Penalty: 3311.963379
	Iteration 35Q: 3 clusters Score -3282947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -3282946.750000 Penalty: 3311.963379
	Iteration 36Q: 3 clusters Score -3282947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -3282951.500000 Penalty: 3311.963379
	Iteration 37Q: 3 clusters Score -3282952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -3282956.000000 Penalty: 3311.963379
	Iteration 38Q: 3 clusters Score -3282956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -3282954.750000 Penalty: 3311.963379
	Iteration 39Q: 3 clusters Score -3282955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -3282957.250000 Penalty: 3311.963379
	Iteration 40F: 3 clusters Score -3282957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -3282953.500000 Penalty: 3311.963379
	Iteration 41Q: 3 clusters Score -3282954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -3282953.500000 Penalty: 3311.963379
	Iteration 42F: 3 clusters Score -3282954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Entering Unmasked Estep 
Score: -1243804.625000 Penalty: 1506.959473
	Iteration 0F: 2 clusters Score -1243805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1236309.125000 Penalty: 3013.918945
	Iteration 0F: 3 clusters Score -1236309 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1238766.000000 Penalty: 3013.918945
	Iteration 1F: 3 clusters Score -1238766 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1239018.625000 Penalty: 3013.918945
	Iteration 2F: 3 clusters Score -1239019 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1239195.375000 Penalty: 3013.918945
	Iteration 3Q: 3 clusters Score -1239195 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1239349.375000 Penalty: 3013.918945
	Iteration 4Q: 3 clusters Score -1239349 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1239510.750000 Penalty: 3013.918945
	Iteration 5Q: 3 clusters Score -1239511 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1239695.750000 Penalty: 3013.918945
	Iteration 6Q: 3 clusters Score -1239696 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1239910.125000 Penalty: 3013.918945
	Iteration 7Q: 3 clusters Score -1239910 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1240152.500000 Penalty: 3013.918945
	Iteration 8Q: 3 clusters Score -1240152 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1240448.875000 Penalty: 3013.918945
	Iteration 9Q: 3 clusters Score -1240449 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1240757.375000 Penalty: 3013.918945
	Iteration 10Q: 3 clusters Score -1240757 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1241043.500000 Penalty: 3013.918945
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Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1241661 nChanged 81
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Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1241676 nChanged 64
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Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1241688 nChanged 66
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Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1241703 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1241718 nChanged 50
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Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1241731 nChanged 40
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Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1241738 nChanged 32
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Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1241746 nChanged 29
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Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1241746 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1241748 nChanged 14
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Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1241750 nChanged 14
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Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1241751 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1241753 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1241756 nChanged 20
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Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1241758 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1241758 nChanged 15
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Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1241765 nChanged 19
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Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1241767 nChanged 18
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Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1241768 nChanged 18
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Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1241771 nChanged 18
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Mstep: Class 1 contains 6930 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1241778 nChanged 15
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Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1241782 nChanged 11
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Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1241778 nChanged 8
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Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1241778 nChanged 12
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Mstep: Class 1 contains 6962 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1241782 nChanged 16
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Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1241787 nChanged 16
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Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1241792 nChanged 21
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Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1241794 nChanged 19
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Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 3620 members 
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	Iteration 49Q: 3 clusters Score -1241797 nChanged 22
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Mstep: Class 1 contains 7045 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1241799 nChanged 19
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Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1241801 nChanged 16
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Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7078 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1241809 nChanged 26
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Mstep: Class 1 contains 7088 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1241812 nChanged 31
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Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1241820 nChanged 32
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Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1241824 nChanged 23
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Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1241825 nChanged 24
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Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1241830 nChanged 21
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Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1241831 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1241837 nChanged 19
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Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1241839 nChanged 17
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Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1241839 nChanged 18
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Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1241841 nChanged 9
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Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1241840 nChanged 8
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Mstep: Class 1 contains 7267 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1241842 nChanged 7
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Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 3381 members 
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	Iteration 66Q: 3 clusters Score -1241842 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1241846 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 3361 members 
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	Iteration 68Q: 3 clusters Score -1241847 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7297 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1241848 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7301 members 
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	Iteration 70Q: 3 clusters Score -1241847 nChanged 5
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Mstep: Class 1 contains 7302 members 
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	Iteration 71Q: 3 clusters Score -1241848 nChanged 7
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Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 3346 members 
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	Iteration 72Q: 3 clusters Score -1241848 nChanged 8
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Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 3338 members 
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	Iteration 73Q: 3 clusters Score -1241850 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 3328 members 
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	Iteration 74Q: 3 clusters Score -1241851 nChanged 9
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Mstep: Class 1 contains 7334 members 
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	Iteration 75Q: 3 clusters Score -1241851 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 3310 members 
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	Iteration 76Q: 3 clusters Score -1241850 nChanged 17
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Mstep: Class 1 contains 7360 members 
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	Iteration 77Q: 3 clusters Score -1241851 nChanged 15
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Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1241856 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 3266 members 
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	Iteration 79Q: 3 clusters Score -1241857 nChanged 22
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Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1241864.000000 Penalty: 3013.918945
	Iteration 80F: 3 clusters Score -1241864 nChanged 30
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Mstep: Class 1 contains 7437 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1241868 nChanged 31
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Mstep: Class 1 contains 7464 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1241875 nChanged 31
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Mstep: Class 1 contains 7495 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1241881 nChanged 34
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Mstep: Class 1 contains 7527 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1241886 nChanged 42
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Mstep: Class 1 contains 7567 members 
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	Iteration 85Q: 3 clusters Score -1241896 nChanged 56
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Mstep: Class 1 contains 7619 members 
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	Iteration 86Q: 3 clusters Score -1241910 nChanged 54
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Mstep: Class 1 contains 7671 members 
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	Iteration 87Q: 3 clusters Score -1241929 nChanged 60
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Mstep: Class 1 contains 7725 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1241947 nChanged 59
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Mstep: Class 1 contains 7782 members 
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	Iteration 89Q: 3 clusters Score -1241967 nChanged 69
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Mstep: Class 1 contains 7847 members 
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Mstep: Class 1 contains 7895 members 
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	Iteration 91Q: 3 clusters Score -1241994 nChanged 58
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Mstep: Class 1 contains 7951 members 
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	Iteration 92Q: 3 clusters Score -1242009 nChanged 59
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Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 2651 members 
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	Iteration 93Q: 3 clusters Score -1242031 nChanged 63
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	Iteration 94Q: 3 clusters Score -1242048 nChanged 59
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Mstep: Class 1 contains 8110 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1242061 nChanged 70
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Mstep: Class 1 contains 8172 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1242085 nChanged 55
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Mstep: Class 1 contains 8225 members 
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	Iteration 97Q: 3 clusters Score -1242098 nChanged 53
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Mstep: Class 1 contains 8276 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1242113 nChanged 54
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Mstep: Class 1 contains 8328 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1242132 nChanged 54
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Mstep: Class 1 contains 8382 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1242147 nChanged 67
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Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1242171.625000 Penalty: 3013.918945
	Iteration 101Q: 3 clusters Score -1242172 nChanged 79
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Mstep: Class 1 contains 8526 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1242200 nChanged 83
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Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1242232.625000 Penalty: 3013.918945
	Iteration 103Q: 3 clusters Score -1242233 nChanged 73
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1242265 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1242296.375000 Penalty: 3013.918945
	Iteration 105Q: 3 clusters Score -1242296 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1242334.000000 Penalty: 3013.918945
	Iteration 106Q: 3 clusters Score -1242334 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1242377.375000 Penalty: 3013.918945
	Iteration 107Q: 3 clusters Score -1242377 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1242427.625000 Penalty: 3013.918945
	Iteration 108Q: 3 clusters Score -1242428 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1242468.000000 Penalty: 3013.918945
	Iteration 109Q: 3 clusters Score -1242468 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1242492.250000 Penalty: 3013.918945
	Iteration 110Q: 3 clusters Score -1242492 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1242510 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1242521.875000 Penalty: 3013.918945
	Iteration 112Q: 3 clusters Score -1242522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1242534 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1242542 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1242553 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1242568.750000 Penalty: 3013.918945
	Iteration 116Q: 3 clusters Score -1242569 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1242584.250000 Penalty: 3013.918945
	Iteration 117Q: 3 clusters Score -1242584 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1242601.250000 Penalty: 3013.918945
	Iteration 118Q: 3 clusters Score -1242601 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1242617.750000 Penalty: 3013.918945
	Iteration 119Q: 3 clusters Score -1242618 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1242630.000000 Penalty: 3013.918945
	Iteration 120F: 3 clusters Score -1242630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1242638.500000 Penalty: 3013.918945
	Iteration 121Q: 3 clusters Score -1242638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1242645.625000 Penalty: 3013.918945
	Iteration 122Q: 3 clusters Score -1242646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1242648.250000 Penalty: 3013.918945
	Iteration 123Q: 3 clusters Score -1242648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1242652.125000 Penalty: 3013.918945
	Iteration 124Q: 3 clusters Score -1242652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1242657.500000 Penalty: 3013.918945
	Iteration 125Q: 3 clusters Score -1242658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1242658.250000 Penalty: 3013.918945
	Iteration 126Q: 3 clusters Score -1242658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1242659.000000 Penalty: 3013.918945
	Iteration 127Q: 3 clusters Score -1242659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1242661.875000 Penalty: 3013.918945
	Iteration 128Q: 3 clusters Score -1242662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1242665.125000 Penalty: 3013.918945
	Iteration 129Q: 3 clusters Score -1242665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1242666.875000 Penalty: 3013.918945
	Iteration 130Q: 3 clusters Score -1242667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1242670.250000 Penalty: 3013.918945
	Iteration 131Q: 3 clusters Score -1242670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1242671.500000 Penalty: 3013.918945
	Iteration 132Q: 3 clusters Score -1242672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1242672.000000 Penalty: 3013.918945
	Iteration 133Q: 3 clusters Score -1242672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1242672.000000 Penalty: 3013.918945
	Iteration 134Q: 3 clusters Score -1242672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1242672.375000 Penalty: 3013.918945
	Iteration 135Q: 3 clusters Score -1242672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1242672.750000 Penalty: 3013.918945
	Iteration 136Q: 3 clusters Score -1242673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1242675.125000 Penalty: 3013.918945
	Iteration 137Q: 3 clusters Score -1242675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1242676.000000 Penalty: 3013.918945
	Iteration 138Q: 3 clusters Score -1242676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1242679.125000 Penalty: 3013.918945
	Iteration 139Q: 3 clusters Score -1242679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1242679.875000 Penalty: 3013.918945
	Iteration 140F: 3 clusters Score -1242680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1242682.875000 Penalty: 3013.918945
	Iteration 141Q: 3 clusters Score -1242683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1242688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1242690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1242695.625000 Penalty: 3013.918945
	Iteration 144Q: 3 clusters Score -1242696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1242701.875000 Penalty: 3013.918945
	Iteration 145Q: 3 clusters Score -1242702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1242710.000000 Penalty: 3013.918945
	Iteration 146Q: 3 clusters Score -1242710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1242710.625000 Penalty: 3013.918945
	Iteration 147Q: 3 clusters Score -1242711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1242709.000000 Penalty: 3013.918945
	Iteration 148Q: 3 clusters Score -1242709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1242711.625000 Penalty: 3013.918945
	Iteration 149Q: 3 clusters Score -1242712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1242715.750000 Penalty: 3013.918945
	Iteration 150Q: 3 clusters Score -1242716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1242716.625000 Penalty: 3013.918945
	Iteration 151Q: 3 clusters Score -1242717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1242720.500000 Penalty: 3013.918945
	Iteration 152Q: 3 clusters Score -1242720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1242726.500000 Penalty: 3013.918945
	Iteration 153Q: 3 clusters Score -1242726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1242730.625000 Penalty: 3013.918945
	Iteration 154Q: 3 clusters Score -1242731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1242734.000000 Penalty: 3013.918945
	Iteration 155Q: 3 clusters Score -1242734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1242736.500000 Penalty: 3013.918945
	Iteration 156Q: 3 clusters Score -1242736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1242738.125000 Penalty: 3013.918945
	Iteration 157Q: 3 clusters Score -1242738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1242742.625000 Penalty: 3013.918945
	Iteration 158Q: 3 clusters Score -1242743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1242744.375000 Penalty: 3013.918945
	Iteration 159Q: 3 clusters Score -1242744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1242750.500000 Penalty: 3013.918945
	Iteration 160F: 3 clusters Score -1242750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1242754.250000 Penalty: 3013.918945
	Iteration 161Q: 3 clusters Score -1242754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1242758.250000 Penalty: 3013.918945
	Iteration 162Q: 3 clusters Score -1242758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1242760.250000 Penalty: 3013.918945
	Iteration 163Q: 3 clusters Score -1242760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1242762.750000 Penalty: 3013.918945
	Iteration 164Q: 3 clusters Score -1242763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1242763.875000 Penalty: 3013.918945
	Iteration 165Q: 3 clusters Score -1242764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1242764 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1242764.125000 Penalty: 3013.918945
	Iteration 167F: 3 clusters Score -1242764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (44254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44254 members 
Entering Unmasked Estep 
Score: -5636959.500000 Penalty: 1738.376465
	Iteration 0F: 2 clusters Score -5636960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -5607298.500000 Penalty: 3476.752930
	Iteration 0F: 3 clusters Score -5607298 nChanged 20609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -5618762 nChanged 1660
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -5619213 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -5619583.500000 Penalty: 3476.752930
	Iteration 3Q: 3 clusters Score -5619584 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -5619978.500000 Penalty: 3476.752930
	Iteration 4Q: 3 clusters Score -5619978 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -5620403.000000 Penalty: 3476.752930
	Iteration 5Q: 3 clusters Score -5620403 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -5621017.000000 Penalty: 3476.752930
	Iteration 6Q: 3 clusters Score -5621017 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -5621906.500000 Penalty: 3476.752930
	Iteration 7Q: 3 clusters Score -5621906 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -5623195.500000 Penalty: 3476.752930
	Iteration 8Q: 3 clusters Score -5623196 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -5624887.000000 Penalty: 3476.752930
	Iteration 9F: 3 clusters Score -5624887 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -5626866.000000 Penalty: 3476.752930
	Iteration 10F: 3 clusters Score -5626866 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -5628742.500000 Penalty: 3476.752930
	Iteration 11F: 3 clusters Score -5628742 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -5630093.500000 Penalty: 3476.752930
	Iteration 12Q: 3 clusters Score -5630094 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -5631081.000000 Penalty: 3476.752930
	Iteration 13Q: 3 clusters Score -5631081 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -5631790.500000 Penalty: 3476.752930
	Iteration 14Q: 3 clusters Score -5631790 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -5632358.000000 Penalty: 3476.752930
	Iteration 15Q: 3 clusters Score -5632358 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -5632890.500000 Penalty: 3476.752930
	Iteration 16Q: 3 clusters Score -5632890 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -5633367.500000 Penalty: 3476.752930
	Iteration 17Q: 3 clusters Score -5633368 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -5633787.000000 Penalty: 3476.752930
	Iteration 18Q: 3 clusters Score -5633787 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -5634105.500000 Penalty: 3476.752930
	Iteration 19Q: 3 clusters Score -5634106 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -5634416.000000 Penalty: 3476.752930
	Iteration 20F: 3 clusters Score -5634416 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -5634652.000000 Penalty: 3476.752930
	Iteration 21Q: 3 clusters Score -5634652 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -5634842.500000 Penalty: 3476.752930
	Iteration 22Q: 3 clusters Score -5634842 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -5635017.500000 Penalty: 3476.752930
	Iteration 23Q: 3 clusters Score -5635018 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -5635106.500000 Penalty: 3476.752930
	Iteration 24Q: 3 clusters Score -5635106 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -5635185.000000 Penalty: 3476.752930
	Iteration 25Q: 3 clusters Score -5635185 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -5635229.500000 Penalty: 3476.752930
	Iteration 26Q: 3 clusters Score -5635230 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -5635276.500000 Penalty: 3476.752930
	Iteration 27Q: 3 clusters Score -5635276 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -5635326.500000 Penalty: 3476.752930
	Iteration 28Q: 3 clusters Score -5635326 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -5635347.500000 Penalty: 3476.752930
	Iteration 29Q: 3 clusters Score -5635348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -5635372.500000 Penalty: 3476.752930
	Iteration 30Q: 3 clusters Score -5635372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -5635388.000000 Penalty: 3476.752930
	Iteration 31Q: 3 clusters Score -5635388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -5635399.000000 Penalty: 3476.752930
	Iteration 32Q: 3 clusters Score -5635399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -5635413.000000 Penalty: 3476.752930
	Iteration 33Q: 3 clusters Score -5635413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -5635419.500000 Penalty: 3476.752930
	Iteration 34Q: 3 clusters Score -5635420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 43905 members 
Entering Unmasked Estep 
Score: -5635424.500000 Penalty: 3476.752930
	Iteration 35Q: 3 clusters Score -5635424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -5635418.000000 Penalty: 3476.752930
	Iteration 36Q: 3 clusters Score -5635418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -5635426.500000 Penalty: 3476.752930
	Iteration 37Q: 3 clusters Score -5635426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -5635424.500000 Penalty: 3476.752930
	Iteration 38Q: 3 clusters Score -5635424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -5635424.500000 Penalty: 3476.752930
	Iteration 39F: 3 clusters Score -5635424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (99180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99180 members 
Entering Unmasked Estep 
Score: -12433380.000000 Penalty: 1869.512451
	Iteration 0F: 2 clusters Score -1.243338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49652 members 
Mstep: Class 2 contains 49528 members 
Entering Unmasked Estep 
Score: -12368261.000000 Penalty: 3739.024902
	Iteration 0F: 3 clusters Score -1.236826e+07 nChanged 47471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50301 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -12395564.000000 Penalty: 3739.024902
	Iteration 1F: 3 clusters Score -1.239556e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50622 members 
Mstep: Class 2 contains 48558 members 
Entering Unmasked Estep 
Score: -12396190.000000 Penalty: 3739.024902
	Iteration 2Q: 3 clusters Score -1.239619e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51210 members 
Mstep: Class 2 contains 47970 members 
Entering Unmasked Estep 
Score: -12396808.000000 Penalty: 3739.024902
	Iteration 3Q: 3 clusters Score -1.239681e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52132 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
Score: -12397591.000000 Penalty: 3739.024902
	Iteration 4Q: 3 clusters Score -1.239759e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53525 members 
Mstep: Class 2 contains 45655 members 
Entering Unmasked Estep 
Score: -12398474.000000 Penalty: 3739.024902
	Iteration 5Q: 3 clusters Score -1.239847e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55613 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -12399916.000000 Penalty: 3739.024902
	Iteration 6Q: 3 clusters Score -1.239992e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58483 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -12401861.000000 Penalty: 3739.024902
	Iteration 7Q: 3 clusters Score -1.240186e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62246 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -12404569.000000 Penalty: 3739.024902
	Iteration 8F: 3 clusters Score -1.240457e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66699 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -12408384.000000 Penalty: 3739.024902
	Iteration 9F: 3 clusters Score -1.240838e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71445 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -12412630.000000 Penalty: 3739.024902
	Iteration 10F: 3 clusters Score -1.241263e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75765 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -12416648.000000 Penalty: 3739.024902
	Iteration 11F: 3 clusters Score -1.241665e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79191 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -12419649.000000 Penalty: 3739.024902
	Iteration 12Q: 3 clusters Score -1.241965e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81871 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -12421803.000000 Penalty: 3739.024902
	Iteration 13Q: 3 clusters Score -1.24218e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83982 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -12423291.000000 Penalty: 3739.024902
	Iteration 14Q: 3 clusters Score -1.242329e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85741 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -12424449.000000 Penalty: 3739.024902
	Iteration 15Q: 3 clusters Score -1.242445e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87402 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -12425421.000000 Penalty: 3739.024902
	Iteration 16Q: 3 clusters Score -1.242542e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88906 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -12426333.000000 Penalty: 3739.024902
	Iteration 17Q: 3 clusters Score -1.242633e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90305 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -12427363.000000 Penalty: 3739.024902
	Iteration 18Q: 3 clusters Score -1.242736e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91698 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -12428490.000000 Penalty: 3739.024902
	Iteration 19Q: 3 clusters Score -1.242849e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93051 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -12429577.000000 Penalty: 3739.024902
	Iteration 20F: 3 clusters Score -1.242958e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94354 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -12430437.000000 Penalty: 3739.024902
	Iteration 21Q: 3 clusters Score -1.243044e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95526 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -12431075.000000 Penalty: 3739.024902
	Iteration 22Q: 3 clusters Score -1.243108e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96481 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -12431457.000000 Penalty: 3739.024902
	Iteration 23Q: 3 clusters Score -1.243146e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97266 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -12431697.000000 Penalty: 3739.024902
	Iteration 24Q: 3 clusters Score -1.24317e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97798 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -12431859.000000 Penalty: 3739.024902
	Iteration 25Q: 3 clusters Score -1.243186e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98129 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -12431918.000000 Penalty: 3739.024902
	Iteration 26Q: 3 clusters Score -1.243192e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98320 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -12431963.000000 Penalty: 3739.024902
	Iteration 27Q: 3 clusters Score -1.243196e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98434 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -12431966.000000 Penalty: 3739.024902
	Iteration 28Q: 3 clusters Score -1.243197e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98516 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -12431962.000000 Penalty: 3739.024902
	Iteration 29Q: 3 clusters Score -1.243196e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98569 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -12431983.000000 Penalty: 3739.024902
	Iteration 30Q: 3 clusters Score -1.243198e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98613 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -12432007.000000 Penalty: 3739.024902
	Iteration 31Q: 3 clusters Score -1.243201e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98639 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -12432003.000000 Penalty: 3739.024902
	Iteration 32Q: 3 clusters Score -1.2432e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98664 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -12432006.000000 Penalty: 3739.024902
	Iteration 33Q: 3 clusters Score -1.243201e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98683 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -12432008.000000 Penalty: 3739.024902
	Iteration 34Q: 3 clusters Score -1.243201e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98698 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -12432021.000000 Penalty: 3739.024902
	Iteration 35Q: 3 clusters Score -1.243202e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98710 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -12432027.000000 Penalty: 3739.024902
	Iteration 36Q: 3 clusters Score -1.243203e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98716 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -12432033.000000 Penalty: 3739.024902
	Iteration 37Q: 3 clusters Score -1.243203e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98723 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -12432033.000000 Penalty: 3739.024902
	Iteration 38Q: 3 clusters Score -1.243203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98726 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -12432029.000000 Penalty: 3739.024902
	Iteration 39Q: 3 clusters Score -1.243203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98731 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -12432026.000000 Penalty: 3739.024902
	Iteration 40F: 3 clusters Score -1.243203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98735 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -12432021.000000 Penalty: 3739.024902
	Iteration 41Q: 3 clusters Score -1.243202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98742 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -12432029.000000 Penalty: 3739.024902
	Iteration 42Q: 3 clusters Score -1.243203e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98747 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -12432036.000000 Penalty: 3739.024902
	Iteration 43Q: 3 clusters Score -1.243204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98749 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -12432037.000000 Penalty: 3739.024902
	Iteration 44Q: 3 clusters Score -1.243204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98750 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -12432044.000000 Penalty: 3739.024902
	Iteration 45Q: 3 clusters Score -1.243204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98751 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -12432044.000000 Penalty: 3739.024902
	Iteration 46Q: 3 clusters Score -1.243204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98753 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -12432046.000000 Penalty: 3739.024902
	Iteration 47Q: 3 clusters Score -1.243205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98752 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -12432045.000000 Penalty: 3739.024902
	Iteration 48Q: 3 clusters Score -1.243204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98752 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -12432040.000000 Penalty: 3739.024902
	Iteration 49Q: 3 clusters Score -1.243204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98753 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -12432041.000000 Penalty: 3739.024902
	Iteration 50Q: 3 clusters Score -1.243204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98755 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -12432045.000000 Penalty: 3739.024902
	Iteration 51Q: 3 clusters Score -1.243204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98757 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -12432044.000000 Penalty: 3739.024902
	Iteration 52Q: 3 clusters Score -1.243204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98759 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -12432046.000000 Penalty: 3739.024902
	Iteration 53Q: 3 clusters Score -1.243205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98759 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -12432048.000000 Penalty: 3739.024902
	Iteration 54Q: 3 clusters Score -1.243205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98760 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -12432057.000000 Penalty: 3739.024902
	Iteration 55Q: 3 clusters Score -1.243206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98760 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -12432057.000000 Penalty: 3739.024902
	Iteration 56F: 3 clusters Score -1.243206e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Entering Unmasked Estep 
Score: -901339.000000 Penalty: 1443.749146
	Iteration 0F: 2 clusters Score -901339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -896002.500000 Penalty: 2887.498291
	Iteration 0F: 3 clusters Score -896002.5 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -897714.625000 Penalty: 2887.498291
	Iteration 1F: 3 clusters Score -897714.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -897941.000000 Penalty: 2887.498291
	Iteration 2F: 3 clusters Score -897941 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -898072.625000 Penalty: 2887.498291
	Iteration 3Q: 3 clusters Score -898072.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -898163.812500 Penalty: 2887.498291
	Iteration 4Q: 3 clusters Score -898163.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -898230.500000 Penalty: 2887.498291
	Iteration 5Q: 3 clusters Score -898230.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -898304.250000 Penalty: 2887.498291
	Iteration 6Q: 3 clusters Score -898304.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -898372.812500 Penalty: 2887.498291
	Iteration 7Q: 3 clusters Score -898372.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -898452.062500 Penalty: 2887.498291
	Iteration 8Q: 3 clusters Score -898452.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -898539.250000 Penalty: 2887.498291
	Iteration 9Q: 3 clusters Score -898539.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -898619.687500 Penalty: 2887.498291
	Iteration 10Q: 3 clusters Score -898619.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -898706.250000 Penalty: 2887.498291
	Iteration 11Q: 3 clusters Score -898706.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -898820.562500 Penalty: 2887.498291
	Iteration 12Q: 3 clusters Score -898820.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -898948.625000 Penalty: 2887.498291
	Iteration 13Q: 3 clusters Score -898948.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -899086.625000 Penalty: 2887.498291
	Iteration 14Q: 3 clusters Score -899086.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -899251.687500 Penalty: 2887.498291
	Iteration 15Q: 3 clusters Score -899251.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -899411.000000 Penalty: 2887.498291
	Iteration 16Q: 3 clusters Score -899411 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -899543.812500 Penalty: 2887.498291
	Iteration 17Q: 3 clusters Score -899543.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -899645.875000 Penalty: 2887.498291
	Iteration 18Q: 3 clusters Score -899645.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -899708.000000 Penalty: 2887.498291
	Iteration 19Q: 3 clusters Score -899708 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -899745.375000 Penalty: 2887.498291
	Iteration 20F: 3 clusters Score -899745.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -899779.250000 Penalty: 2887.498291
	Iteration 21Q: 3 clusters Score -899779.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -899801.875000 Penalty: 2887.498291
	Iteration 22Q: 3 clusters Score -899801.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -899822.187500 Penalty: 2887.498291
	Iteration 23Q: 3 clusters Score -899822.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -899832.187500 Penalty: 2887.498291
	Iteration 24Q: 3 clusters Score -899832.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -899844.000000 Penalty: 2887.498291
	Iteration 25Q: 3 clusters Score -899844 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -899862.437500 Penalty: 2887.498291
	Iteration 26Q: 3 clusters Score -899862.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -899872.687500 Penalty: 2887.498291
	Iteration 27Q: 3 clusters Score -899872.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -899883.062500 Penalty: 2887.498291
	Iteration 28Q: 3 clusters Score -899883.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -899891.125000 Penalty: 2887.498291
	Iteration 29Q: 3 clusters Score -899891.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -899895.187500 Penalty: 2887.498291
	Iteration 30Q: 3 clusters Score -899895.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -899903.500000 Penalty: 2887.498291
	Iteration 31Q: 3 clusters Score -899903.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -899912.125000 Penalty: 2887.498291
	Iteration 32Q: 3 clusters Score -899912.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -899922.812500 Penalty: 2887.498291
	Iteration 33Q: 3 clusters Score -899922.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -899936.437500 Penalty: 2887.498291
	Iteration 34Q: 3 clusters Score -899936.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -899944.062500 Penalty: 2887.498291
	Iteration 35Q: 3 clusters Score -899944.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -899952.562500 Penalty: 2887.498291
	Iteration 36Q: 3 clusters Score -899952.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -899957.375000 Penalty: 2887.498291
	Iteration 37Q: 3 clusters Score -899957.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -899962.250000 Penalty: 2887.498291
	Iteration 38Q: 3 clusters Score -899962.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -899964.062500 Penalty: 2887.498291
	Iteration 39Q: 3 clusters Score -899964.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -899967.875000 Penalty: 2887.498291
	Iteration 40F: 3 clusters Score -899967.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -899971.125000 Penalty: 2887.498291
	Iteration 41Q: 3 clusters Score -899971.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -899976.312500 Penalty: 2887.498291
	Iteration 42Q: 3 clusters Score -899976.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -899979.875000 Penalty: 2887.498291
	Iteration 43Q: 3 clusters Score -899979.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -899982.562500 Penalty: 2887.498291
	Iteration 44Q: 3 clusters Score -899982.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -899986.750000 Penalty: 2887.498291
	Iteration 45Q: 3 clusters Score -899986.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -899987.250000 Penalty: 2887.498291
	Iteration 46Q: 3 clusters Score -899987.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -899988.187500 Penalty: 2887.498291
	Iteration 47Q: 3 clusters Score -899988.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -899991.312500 Penalty: 2887.498291
	Iteration 48Q: 3 clusters Score -899991.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -899993.312500 Penalty: 2887.498291
	Iteration 49Q: 3 clusters Score -899993.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -899998.937500 Penalty: 2887.498291
	Iteration 50Q: 3 clusters Score -899998.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -899999.125000 Penalty: 2887.498291
	Iteration 51Q: 3 clusters Score -899999.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -899999.187500 Penalty: 2887.498291
	Iteration 52Q: 3 clusters Score -899999.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -900000.000000 Penalty: 2887.498291
	Iteration 53Q: 3 clusters Score -900000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -900000.312500 Penalty: 2887.498291
	Iteration 54Q: 3 clusters Score -900000.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -900000.000000 Penalty: 2887.498291
	Iteration 55Q: 3 clusters Score -900000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -900002.375000 Penalty: 2887.498291
	Iteration 56Q: 3 clusters Score -900002.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -900005.250000 Penalty: 2887.498291
	Iteration 57Q: 3 clusters Score -900005.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -900006.687500 Penalty: 2887.498291
	Iteration 58Q: 3 clusters Score -900006.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -900006.875000 Penalty: 2887.498291
	Iteration 59Q: 3 clusters Score -900006.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -900009.937500 Penalty: 2887.498291
	Iteration 60F: 3 clusters Score -900009.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -900011.125000 Penalty: 2887.498291
	Iteration 61Q: 3 clusters Score -900011.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -900011.437500 Penalty: 2887.498291
	Iteration 62Q: 3 clusters Score -900011.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -900014.937500 Penalty: 2887.498291
	Iteration 63Q: 3 clusters Score -900014.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -900016.500000 Penalty: 2887.498291
	Iteration 64Q: 3 clusters Score -900016.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -900016.625000 Penalty: 2887.498291
	Iteration 65Q: 3 clusters Score -900016.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -900016.187500 Penalty: 2887.498291
	Iteration 66Q: 3 clusters Score -900016.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -900018.062500 Penalty: 2887.498291
	Iteration 67Q: 3 clusters Score -900018.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -900017.187500 Penalty: 2887.498291
	Iteration 68Q: 3 clusters Score -900017.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -900017.187500 Penalty: 2887.498291
	Iteration 69F: 3 clusters Score -900017.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Entering Unmasked Estep 
Score: -828108.062500 Penalty: 1439.900269
	Iteration 0F: 2 clusters Score -828108.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -822897.000000 Penalty: 2879.800537
	Iteration 0F: 3 clusters Score -822897 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -824670.937500 Penalty: 2879.800537
	Iteration 1F: 3 clusters Score -824670.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -824989.562500 Penalty: 2879.800537
	Iteration 2F: 3 clusters Score -824989.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -825281.375000 Penalty: 2879.800537
	Iteration 3F: 3 clusters Score -825281.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -825558.500000 Penalty: 2879.800537
	Iteration 4F: 3 clusters Score -825558.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -825821.562500 Penalty: 2879.800537
	Iteration 5F: 3 clusters Score -825821.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -826057.375000 Penalty: 2879.800537
	Iteration 6Q: 3 clusters Score -826057.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -826255.875000 Penalty: 2879.800537
	Iteration 7Q: 3 clusters Score -826255.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -826392.750000 Penalty: 2879.800537
	Iteration 8Q: 3 clusters Score -826392.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -826501.250000 Penalty: 2879.800537
	Iteration 9Q: 3 clusters Score -826501.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -826600.750000 Penalty: 2879.800537
	Iteration 10Q: 3 clusters Score -826600.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -826665.187500 Penalty: 2879.800537
	Iteration 11Q: 3 clusters Score -826665.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -826715.125000 Penalty: 2879.800537
	Iteration 12Q: 3 clusters Score -826715.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -826754.625000 Penalty: 2879.800537
	Iteration 13Q: 3 clusters Score -826754.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -826783.062500 Penalty: 2879.800537
	Iteration 14Q: 3 clusters Score -826783.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -826807.437500 Penalty: 2879.800537
	Iteration 15Q: 3 clusters Score -826807.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -826830.750000 Penalty: 2879.800537
	Iteration 16Q: 3 clusters Score -826830.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -826854.250000 Penalty: 2879.800537
	Iteration 17Q: 3 clusters Score -826854.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -826873.500000 Penalty: 2879.800537
	Iteration 18Q: 3 clusters Score -826873.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -826887.125000 Penalty: 2879.800537
	Iteration 19Q: 3 clusters Score -826887.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -826899.687500 Penalty: 2879.800537
	Iteration 20F: 3 clusters Score -826899.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -826906.812500 Penalty: 2879.800537
	Iteration 21Q: 3 clusters Score -826906.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -826913.250000 Penalty: 2879.800537
	Iteration 22Q: 3 clusters Score -826913.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -826919.812500 Penalty: 2879.800537
	Iteration 23Q: 3 clusters Score -826919.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -826927.125000 Penalty: 2879.800537
	Iteration 24Q: 3 clusters Score -826927.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -826930.000000 Penalty: 2879.800537
	Iteration 25Q: 3 clusters Score -826930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -826935.500000 Penalty: 2879.800537
	Iteration 26Q: 3 clusters Score -826935.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -826940.375000 Penalty: 2879.800537
	Iteration 27Q: 3 clusters Score -826940.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -826942.625000 Penalty: 2879.800537
	Iteration 28Q: 3 clusters Score -826942.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -826946.625000 Penalty: 2879.800537
	Iteration 29Q: 3 clusters Score -826946.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -826949.750000 Penalty: 2879.800537
	Iteration 30Q: 3 clusters Score -826949.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -826953.625000 Penalty: 2879.800537
	Iteration 31Q: 3 clusters Score -826953.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -826955.562500 Penalty: 2879.800537
	Iteration 32Q: 3 clusters Score -826955.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -826958.937500 Penalty: 2879.800537
	Iteration 33Q: 3 clusters Score -826958.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -826962.312500 Penalty: 2879.800537
	Iteration 34Q: 3 clusters Score -826962.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -826968.062500 Penalty: 2879.800537
	Iteration 35Q: 3 clusters Score -826968.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -826969.312500 Penalty: 2879.800537
	Iteration 36Q: 3 clusters Score -826969.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -826971.437500 Penalty: 2879.800537
	Iteration 37Q: 3 clusters Score -826971.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -826975.687500 Penalty: 2879.800537
	Iteration 38Q: 3 clusters Score -826975.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -826980.187500 Penalty: 2879.800537
	Iteration 39Q: 3 clusters Score -826980.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -826981.562500 Penalty: 2879.800537
	Iteration 40F: 3 clusters Score -826981.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -826982.187500 Penalty: 2879.800537
	Iteration 41Q: 3 clusters Score -826982.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -826988.375000 Penalty: 2879.800537
	Iteration 42Q: 3 clusters Score -826988.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -826990.812500 Penalty: 2879.800537
	Iteration 43Q: 3 clusters Score -826990.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -826994.375000 Penalty: 2879.800537
	Iteration 44Q: 3 clusters Score -826994.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -827003.937500 Penalty: 2879.800537
	Iteration 45Q: 3 clusters Score -827003.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -827012.687500 Penalty: 2879.800537
	Iteration 46Q: 3 clusters Score -827012.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -827020.375000 Penalty: 2879.800537
	Iteration 47Q: 3 clusters Score -827020.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -827027.312500 Penalty: 2879.800537
	Iteration 48Q: 3 clusters Score -827027.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -827031.625000 Penalty: 2879.800537
	Iteration 49Q: 3 clusters Score -827031.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -827036.125000 Penalty: 2879.800537
	Iteration 50Q: 3 clusters Score -827036.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -827040.125000 Penalty: 2879.800537
	Iteration 51Q: 3 clusters Score -827040.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -827041.312500 Penalty: 2879.800537
	Iteration 52Q: 3 clusters Score -827041.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -827046.750000 Penalty: 2879.800537
	Iteration 53Q: 3 clusters Score -827046.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -827047.062500 Penalty: 2879.800537
	Iteration 54Q: 3 clusters Score -827047.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -827052.062500 Penalty: 2879.800537
	Iteration 55Q: 3 clusters Score -827052.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -827056.250000 Penalty: 2879.800537
	Iteration 56Q: 3 clusters Score -827056.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -827063.500000 Penalty: 2879.800537
	Iteration 57Q: 3 clusters Score -827063.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -827070.062500 Penalty: 2879.800537
	Iteration 58Q: 3 clusters Score -827070.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -827079.687500 Penalty: 2879.800537
	Iteration 59Q: 3 clusters Score -827079.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -827091.312500 Penalty: 2879.800537
	Iteration 60F: 3 clusters Score -827091.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -827097.625000 Penalty: 2879.800537
	Iteration 61Q: 3 clusters Score -827097.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -827106.875000 Penalty: 2879.800537
	Iteration 62Q: 3 clusters Score -827106.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -827117.437500 Penalty: 2879.800537
	Iteration 63Q: 3 clusters Score -827117.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -827126.125000 Penalty: 2879.800537
	Iteration 64Q: 3 clusters Score -827126.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -827140.875000 Penalty: 2879.800537
	Iteration 65Q: 3 clusters Score -827140.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -827162.937500 Penalty: 2879.800537
	Iteration 66Q: 3 clusters Score -827162.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -827177.937500 Penalty: 2879.800537
	Iteration 67Q: 3 clusters Score -827177.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -827194.625000 Penalty: 2879.800537
	Iteration 68Q: 3 clusters Score -827194.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -827205.187500 Penalty: 2879.800537
	Iteration 69Q: 3 clusters Score -827205.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -827212.500000 Penalty: 2879.800537
	Iteration 70Q: 3 clusters Score -827212.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -827219.687500 Penalty: 2879.800537
	Iteration 71Q: 3 clusters Score -827219.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -827220.875000 Penalty: 2879.800537
	Iteration 72Q: 3 clusters Score -827220.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -827225.125000 Penalty: 2879.800537
	Iteration 73Q: 3 clusters Score -827225.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -827235.250000 Penalty: 2879.800537
	Iteration 74Q: 3 clusters Score -827235.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -827242.937500 Penalty: 2879.800537
	Iteration 75Q: 3 clusters Score -827242.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -827246.750000 Penalty: 2879.800537
	Iteration 76Q: 3 clusters Score -827246.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -827249.750000 Penalty: 2879.800537
	Iteration 77Q: 3 clusters Score -827249.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -827252.875000 Penalty: 2879.800537
	Iteration 78Q: 3 clusters Score -827252.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -827257.062500 Penalty: 2879.800537
	Iteration 79Q: 3 clusters Score -827257.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -827258.812500 Penalty: 2879.800537
	Iteration 80F: 3 clusters Score -827258.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -827258.625000 Penalty: 2879.800537
	Iteration 81Q: 3 clusters Score -827258.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -827259.250000 Penalty: 2879.800537
	Iteration 82Q: 3 clusters Score -827259.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -827259.375000 Penalty: 2879.800537
	Iteration 83Q: 3 clusters Score -827259.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -827260.312500 Penalty: 2879.800537
	Iteration 84Q: 3 clusters Score -827260.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -827260.312500 Penalty: 2879.800537
	Iteration 85F: 3 clusters Score -827260.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Entering Unmasked Estep 
Score: -104651.984375 Penalty: 1125.409180
	Iteration 0F: 2 clusters Score -104652 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 498 members 
Entering Unmasked Estep 
Score: -103253.820312 Penalty: 2250.818359
	Iteration 0F: 3 clusters Score -103253.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -103613.796875 Penalty: 2250.818359
	Iteration 1F: 3 clusters Score -103613.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -103790.351562 Penalty: 2250.818359
	Iteration 2F: 3 clusters Score -103790.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -103904.515625 Penalty: 2250.818359
	Iteration 3F: 3 clusters Score -103904.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -103982.148438 Penalty: 2250.818359
	Iteration 4F: 3 clusters Score -103982.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -104037.109375 Penalty: 2250.818359
	Iteration 5Q: 3 clusters Score -104037.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -104079.000000 Penalty: 2250.818359
	Iteration 6Q: 3 clusters Score -104079 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -104116.890625 Penalty: 2250.818359
	Iteration 7Q: 3 clusters Score -104116.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -104135.078125 Penalty: 2250.818359
	Iteration 8Q: 3 clusters Score -104135.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -104154.414062 Penalty: 2250.818359
	Iteration 9Q: 3 clusters Score -104154.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -104167.000000 Penalty: 2250.818359
	Iteration 10Q: 3 clusters Score -104167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -104182.171875 Penalty: 2250.818359
	Iteration 11Q: 3 clusters Score -104182.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -104209.953125 Penalty: 2250.818359
	Iteration 12Q: 3 clusters Score -104210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -104233.179688 Penalty: 2250.818359
	Iteration 13Q: 3 clusters Score -104233.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -104248.890625 Penalty: 2250.818359
	Iteration 14Q: 3 clusters Score -104248.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -104258.750000 Penalty: 2250.818359
	Iteration 15Q: 3 clusters Score -104258.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -104260.562500 Penalty: 2250.818359
	Iteration 16Q: 3 clusters Score -104260.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -104265.867188 Penalty: 2250.818359
	Iteration 17Q: 3 clusters Score -104265.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -104267.781250 Penalty: 2250.818359
	Iteration 18Q: 3 clusters Score -104267.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -104268.679688 Penalty: 2250.818359
	Iteration 19Q: 3 clusters Score -104268.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -104268.679688 Penalty: 2250.818359
	Iteration 20F: 3 clusters Score -104268.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (96379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96379 members 
Entering Unmasked Estep 
Score: -12162724.000000 Penalty: 1864.857056
	Iteration 0F: 2 clusters Score -1.216272e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48097 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -12098756.000000 Penalty: 3729.714111
	Iteration 0F: 3 clusters Score -1.209876e+07 nChanged 46069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 49799 members 
Entering Unmasked Estep 
Score: -12125587.000000 Penalty: 3729.714111
	Iteration 1F: 3 clusters Score -1.212559e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45503 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
Score: -12126562.000000 Penalty: 3729.714111
	Iteration 2Q: 3 clusters Score -1.212656e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 52561 members 
Entering Unmasked Estep 
Score: -12127883.000000 Penalty: 3729.714111
	Iteration 3Q: 3 clusters Score -1.212788e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 54920 members 
Entering Unmasked Estep 
Score: -12130102.000000 Penalty: 3729.714111
	Iteration 4Q: 3 clusters Score -1.21301e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 57999 members 
Entering Unmasked Estep 
Score: -12133432.000000 Penalty: 3729.714111
	Iteration 5F: 3 clusters Score -1.213343e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 61489 members 
Entering Unmasked Estep 
Score: -12137978.000000 Penalty: 3729.714111
	Iteration 6F: 3 clusters Score -1.213798e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 64734 members 
Entering Unmasked Estep 
Score: -12143293.000000 Penalty: 3729.714111
	Iteration 7F: 3 clusters Score -1.214329e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 66876 members 
Entering Unmasked Estep 
Score: -12146808.000000 Penalty: 3729.714111
	Iteration 8F: 3 clusters Score -1.214681e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 68159 members 
Entering Unmasked Estep 
Score: -12148465.000000 Penalty: 3729.714111
	Iteration 9Q: 3 clusters Score -1.214846e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 69273 members 
Entering Unmasked Estep 
Score: -12149163.000000 Penalty: 3729.714111
	Iteration 10Q: 3 clusters Score -1.214916e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 70396 members 
Entering Unmasked Estep 
Score: -12149869.000000 Penalty: 3729.714111
	Iteration 11Q: 3 clusters Score -1.214987e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 71483 members 
Entering Unmasked Estep 
Score: -12150508.000000 Penalty: 3729.714111
	Iteration 12Q: 3 clusters Score -1.215051e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 72448 members 
Entering Unmasked Estep 
Score: -12151177.000000 Penalty: 3729.714111
	Iteration 13Q: 3 clusters Score -1.215118e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 73326 members 
Entering Unmasked Estep 
Score: -12151716.000000 Penalty: 3729.714111
	Iteration 14Q: 3 clusters Score -1.215172e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 74115 members 
Entering Unmasked Estep 
Score: -12152261.000000 Penalty: 3729.714111
	Iteration 15Q: 3 clusters Score -1.215226e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 74716 members 
Entering Unmasked Estep 
Score: -12152645.000000 Penalty: 3729.714111
	Iteration 16Q: 3 clusters Score -1.215264e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 75276 members 
Entering Unmasked Estep 
Score: -12153003.000000 Penalty: 3729.714111
	Iteration 17Q: 3 clusters Score -1.2153e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 75750 members 
Entering Unmasked Estep 
Score: -12153359.000000 Penalty: 3729.714111
	Iteration 18Q: 3 clusters Score -1.215336e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 76144 members 
Entering Unmasked Estep 
Score: -12153609.000000 Penalty: 3729.714111
	Iteration 19Q: 3 clusters Score -1.215361e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 76484 members 
Entering Unmasked Estep 
Score: -12153789.000000 Penalty: 3729.714111
	Iteration 20F: 3 clusters Score -1.215379e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 76797 members 
Entering Unmasked Estep 
Score: -12153916.000000 Penalty: 3729.714111
	Iteration 21Q: 3 clusters Score -1.215392e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 77098 members 
Entering Unmasked Estep 
Score: -12154097.000000 Penalty: 3729.714111
	Iteration 22Q: 3 clusters Score -1.21541e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 77403 members 
Entering Unmasked Estep 
Score: -12154211.000000 Penalty: 3729.714111
	Iteration 23Q: 3 clusters Score -1.215421e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 77705 members 
Entering Unmasked Estep 
Score: -12154311.000000 Penalty: 3729.714111
	Iteration 24Q: 3 clusters Score -1.215431e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 77937 members 
Entering Unmasked Estep 
Score: -12154458.000000 Penalty: 3729.714111
	Iteration 25Q: 3 clusters Score -1.215446e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 78151 members 
Entering Unmasked Estep 
Score: -12154511.000000 Penalty: 3729.714111
	Iteration 26Q: 3 clusters Score -1.215451e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 78343 members 
Entering Unmasked Estep 
Score: -12154514.000000 Penalty: 3729.714111
	Iteration 27Q: 3 clusters Score -1.215451e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 78514 members 
Entering Unmasked Estep 
Score: -12154575.000000 Penalty: 3729.714111
	Iteration 28Q: 3 clusters Score -1.215458e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 78681 members 
Entering Unmasked Estep 
Score: -12154613.000000 Penalty: 3729.714111
	Iteration 29Q: 3 clusters Score -1.215461e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 78841 members 
Entering Unmasked Estep 
Score: -12154671.000000 Penalty: 3729.714111
	Iteration 30Q: 3 clusters Score -1.215467e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 79003 members 
Entering Unmasked Estep 
Score: -12154731.000000 Penalty: 3729.714111
	Iteration 31Q: 3 clusters Score -1.215473e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 79165 members 
Entering Unmasked Estep 
Score: -12154776.000000 Penalty: 3729.714111
	Iteration 32Q: 3 clusters Score -1.215478e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 79328 members 
Entering Unmasked Estep 
Score: -12154819.000000 Penalty: 3729.714111
	Iteration 33Q: 3 clusters Score -1.215482e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 79502 members 
Entering Unmasked Estep 
Score: -12154849.000000 Penalty: 3729.714111
	Iteration 34Q: 3 clusters Score -1.215485e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 79679 members 
Entering Unmasked Estep 
Score: -12154888.000000 Penalty: 3729.714111
	Iteration 35Q: 3 clusters Score -1.215489e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 79862 members 
Entering Unmasked Estep 
Score: -12154976.000000 Penalty: 3729.714111
	Iteration 36Q: 3 clusters Score -1.215498e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 80066 members 
Entering Unmasked Estep 
Score: -12155057.000000 Penalty: 3729.714111
	Iteration 37Q: 3 clusters Score -1.215506e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 80266 members 
Entering Unmasked Estep 
Score: -12155116.000000 Penalty: 3729.714111
	Iteration 38Q: 3 clusters Score -1.215512e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 80474 members 
Entering Unmasked Estep 
Score: -12155119.000000 Penalty: 3729.714111
	Iteration 39Q: 3 clusters Score -1.215512e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 80707 members 
Entering Unmasked Estep 
Score: -12155217.000000 Penalty: 3729.714111
	Iteration 40F: 3 clusters Score -1.215522e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 80920 members 
Entering Unmasked Estep 
Score: -12155311.000000 Penalty: 3729.714111
	Iteration 41Q: 3 clusters Score -1.215531e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 81157 members 
Entering Unmasked Estep 
Score: -12155375.000000 Penalty: 3729.714111
	Iteration 42Q: 3 clusters Score -1.215538e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 81418 members 
Entering Unmasked Estep 
Score: -12155417.000000 Penalty: 3729.714111
	Iteration 43Q: 3 clusters Score -1.215542e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 81713 members 
Entering Unmasked Estep 
Score: -12155502.000000 Penalty: 3729.714111
	Iteration 44Q: 3 clusters Score -1.21555e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 82000 members 
Entering Unmasked Estep 
Score: -12155597.000000 Penalty: 3729.714111
	Iteration 45Q: 3 clusters Score -1.21556e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 82289 members 
Entering Unmasked Estep 
Score: -12155690.000000 Penalty: 3729.714111
	Iteration 46Q: 3 clusters Score -1.215569e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 82612 members 
Entering Unmasked Estep 
Score: -12155856.000000 Penalty: 3729.714111
	Iteration 47Q: 3 clusters Score -1.215586e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 82963 members 
Entering Unmasked Estep 
Score: -12155979.000000 Penalty: 3729.714111
	Iteration 48Q: 3 clusters Score -1.215598e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 83348 members 
Entering Unmasked Estep 
Score: -12156153.000000 Penalty: 3729.714111
	Iteration 49Q: 3 clusters Score -1.215615e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 83718 members 
Entering Unmasked Estep 
Score: -12156316.000000 Penalty: 3729.714111
	Iteration 50Q: 3 clusters Score -1.215632e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 84123 members 
Entering Unmasked Estep 
Score: -12156469.000000 Penalty: 3729.714111
	Iteration 51Q: 3 clusters Score -1.215647e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 84549 members 
Entering Unmasked Estep 
Score: -12156620.000000 Penalty: 3729.714111
	Iteration 52Q: 3 clusters Score -1.215662e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 84995 members 
Entering Unmasked Estep 
Score: -12156788.000000 Penalty: 3729.714111
	Iteration 53Q: 3 clusters Score -1.215679e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 85473 members 
Entering Unmasked Estep 
Score: -12156967.000000 Penalty: 3729.714111
	Iteration 54Q: 3 clusters Score -1.215697e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 85951 members 
Entering Unmasked Estep 
Score: -12157165.000000 Penalty: 3729.714111
	Iteration 55Q: 3 clusters Score -1.215716e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 86430 members 
Entering Unmasked Estep 
Score: -12157353.000000 Penalty: 3729.714111
	Iteration 56Q: 3 clusters Score -1.215735e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 86905 members 
Entering Unmasked Estep 
Score: -12157576.000000 Penalty: 3729.714111
	Iteration 57Q: 3 clusters Score -1.215758e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 87388 members 
Entering Unmasked Estep 
Score: -12157781.000000 Penalty: 3729.714111
	Iteration 58Q: 3 clusters Score -1.215778e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 87871 members 
Entering Unmasked Estep 
Score: -12157990.000000 Penalty: 3729.714111
	Iteration 59Q: 3 clusters Score -1.215799e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 88335 members 
Entering Unmasked Estep 
Score: -12158236.000000 Penalty: 3729.714111
	Iteration 60F: 3 clusters Score -1.215824e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 88785 members 
Entering Unmasked Estep 
Score: -12158431.000000 Penalty: 3729.714111
	Iteration 61Q: 3 clusters Score -1.215843e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 89208 members 
Entering Unmasked Estep 
Score: -12158643.000000 Penalty: 3729.714111
	Iteration 62Q: 3 clusters Score -1.215864e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 89623 members 
Entering Unmasked Estep 
Score: -12158825.000000 Penalty: 3729.714111
	Iteration 63Q: 3 clusters Score -1.215882e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 90030 members 
Entering Unmasked Estep 
Score: -12159137.000000 Penalty: 3729.714111
	Iteration 64Q: 3 clusters Score -1.215914e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 90476 members 
Entering Unmasked Estep 
Score: -12159436.000000 Penalty: 3729.714111
	Iteration 65Q: 3 clusters Score -1.215944e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 90971 members 
Entering Unmasked Estep 
Score: -12159773.000000 Penalty: 3729.714111
	Iteration 66Q: 3 clusters Score -1.215977e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 91437 members 
Entering Unmasked Estep 
Score: -12160078.000000 Penalty: 3729.714111
	Iteration 67Q: 3 clusters Score -1.216008e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 91916 members 
Entering Unmasked Estep 
Score: -12160442.000000 Penalty: 3729.714111
	Iteration 68Q: 3 clusters Score -1.216044e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 92362 members 
Entering Unmasked Estep 
Score: -12160760.000000 Penalty: 3729.714111
	Iteration 69Q: 3 clusters Score -1.216076e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 92771 members 
Entering Unmasked Estep 
Score: -12160944.000000 Penalty: 3729.714111
	Iteration 70Q: 3 clusters Score -1.216094e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 93122 members 
Entering Unmasked Estep 
Score: -12161069.000000 Penalty: 3729.714111
	Iteration 71Q: 3 clusters Score -1.216107e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 93406 members 
Entering Unmasked Estep 
Score: -12161198.000000 Penalty: 3729.714111
	Iteration 72Q: 3 clusters Score -1.21612e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 93651 members 
Entering Unmasked Estep 
Score: -12161294.000000 Penalty: 3729.714111
	Iteration 73Q: 3 clusters Score -1.216129e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 93859 members 
Entering Unmasked Estep 
Score: -12161375.000000 Penalty: 3729.714111
	Iteration 74Q: 3 clusters Score -1.216138e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 94032 members 
Entering Unmasked Estep 
Score: -12161434.000000 Penalty: 3729.714111
	Iteration 75Q: 3 clusters Score -1.216143e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 94181 members 
Entering Unmasked Estep 
Score: -12161460.000000 Penalty: 3729.714111
	Iteration 76Q: 3 clusters Score -1.216146e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 94295 members 
Entering Unmasked Estep 
Score: -12161523.000000 Penalty: 3729.714111
	Iteration 77Q: 3 clusters Score -1.216152e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 94402 members 
Entering Unmasked Estep 
Score: -12161525.000000 Penalty: 3729.714111
	Iteration 78Q: 3 clusters Score -1.216152e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 94490 members 
Entering Unmasked Estep 
Score: -12161552.000000 Penalty: 3729.714111
	Iteration 79Q: 3 clusters Score -1.216155e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 94574 members 
Entering Unmasked Estep 
Score: -12161579.000000 Penalty: 3729.714111
	Iteration 80F: 3 clusters Score -1.216158e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 94632 members 
Entering Unmasked Estep 
Score: -12161582.000000 Penalty: 3729.714111
	Iteration 81Q: 3 clusters Score -1.216158e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 94681 members 
Entering Unmasked Estep 
Score: -12161610.000000 Penalty: 3729.714111
	Iteration 82Q: 3 clusters Score -1.216161e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 94733 members 
Entering Unmasked Estep 
Score: -12161641.000000 Penalty: 3729.714111
	Iteration 83Q: 3 clusters Score -1.216164e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 94787 members 
Entering Unmasked Estep 
Score: -12161643.000000 Penalty: 3729.714111
	Iteration 84Q: 3 clusters Score -1.216164e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 94817 members 
Entering Unmasked Estep 
Score: -12161663.000000 Penalty: 3729.714111
	Iteration 85Q: 3 clusters Score -1.216166e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 94846 members 
Entering Unmasked Estep 
Score: -12161670.000000 Penalty: 3729.714111
	Iteration 86Q: 3 clusters Score -1.216167e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 94876 members 
Entering Unmasked Estep 
Score: -12161667.000000 Penalty: 3729.714111
	Iteration 87Q: 3 clusters Score -1.216167e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 94897 members 
Entering Unmasked Estep 
Score: -12161680.000000 Penalty: 3729.714111
	Iteration 88Q: 3 clusters Score -1.216168e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 94915 members 
Entering Unmasked Estep 
Score: -12161674.000000 Penalty: 3729.714111
	Iteration 89Q: 3 clusters Score -1.216167e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 94932 members 
Entering Unmasked Estep 
Score: -12161675.000000 Penalty: 3729.714111
	Iteration 90Q: 3 clusters Score -1.216168e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 94945 members 
Entering Unmasked Estep 
Score: -12161697.000000 Penalty: 3729.714111
	Iteration 91Q: 3 clusters Score -1.21617e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 94961 members 
Entering Unmasked Estep 
Score: -12161689.000000 Penalty: 3729.714111
	Iteration 92Q: 3 clusters Score -1.216169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 94969 members 
Entering Unmasked Estep 
Score: -12161689.000000 Penalty: 3729.714111
	Iteration 93Q: 3 clusters Score -1.216169e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 94975 members 
Entering Unmasked Estep 
Score: -12161694.000000 Penalty: 3729.714111
	Iteration 94Q: 3 clusters Score -1.216169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 94979 members 
Entering Unmasked Estep 
Score: -12161695.000000 Penalty: 3729.714111
	Iteration 95Q: 3 clusters Score -1.21617e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 94979 members 
Entering Unmasked Estep 
Score: -12161695.000000 Penalty: 3729.714111
	Iteration 96F: 3 clusters Score -1.21617e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Entering Unmasked Estep 
Score: -4332447.000000 Penalty: 1701.392456
	Iteration 0F: 2 clusters Score -4332447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -4308704.500000 Penalty: 3402.784912
	Iteration 0F: 3 clusters Score -4308704 nChanged 16390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -4317988.000000 Penalty: 3402.784912
	Iteration 1F: 3 clusters Score -4317988 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -4318633.000000 Penalty: 3402.784912
	Iteration 2Q: 3 clusters Score -4318633 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -4319190.500000 Penalty: 3402.784912
	Iteration 3Q: 3 clusters Score -4319190 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -4319784.500000 Penalty: 3402.784912
	Iteration 4Q: 3 clusters Score -4319784 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -4320409.000000 Penalty: 3402.784912
	Iteration 5Q: 3 clusters Score -4320409 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -4321092.000000 Penalty: 3402.784912
	Iteration 6Q: 3 clusters Score -4321092 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -4321808.000000 Penalty: 3402.784912
	Iteration 7Q: 3 clusters Score -4321808 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -4322534.500000 Penalty: 3402.784912
	Iteration 8Q: 3 clusters Score -4322534 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -4323358.000000 Penalty: 3402.784912
	Iteration 9Q: 3 clusters Score -4323358 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -4324077.000000 Penalty: 3402.784912
	Iteration 10Q: 3 clusters Score -4324077 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4324693 nChanged 1131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4325120 nChanged 847
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4325364 nChanged 613
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4325490 nChanged 441
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4325542 nChanged 333
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4325626 nChanged 294
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4325656 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4325736 nChanged 295
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4325774 nChanged 310
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4325854 nChanged 323
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4325930 nChanged 380
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Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4326028 nChanged 439
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Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4326160 nChanged 494
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4326352 nChanged 486
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -4326541.500000 Penalty: 3402.784912
	Iteration 25Q: 3 clusters Score -4326542 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4326760 nChanged 538
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4327011 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4327266 nChanged 574
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4327584 nChanged 556
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4327864 nChanged 545
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Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4328115 nChanged 513
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Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4328334 nChanged 516
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Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4328576 nChanged 470
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Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4328792 nChanged 449
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Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4328963 nChanged 420
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Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4329140 nChanged 365
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4329276 nChanged 336
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Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4329390 nChanged 342
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Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4329502 nChanged 298
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Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4329609 nChanged 288
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Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4329702 nChanged 298
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Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4329762 nChanged 279
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Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4329865 nChanged 278
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Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4329936 nChanged 249
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Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4330001 nChanged 244
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Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4330057 nChanged 203
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Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4330092 nChanged 164
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Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4330133 nChanged 142
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Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4330152 nChanged 124
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Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4330166 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4330182 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4330218 nChanged 137
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Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4330244 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4330256 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4330286 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4330306 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4330325 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4330338 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4330350 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4330365 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4330374 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4330379 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -4330385.500000 Penalty: 3402.784912
	Iteration 63Q: 3 clusters Score -4330386 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29336 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4330402 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4330408 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29434 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4330410 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29486 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4330414 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4330420 nChanged 62
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Mstep: Class 1 contains 29602 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4330433 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4330438 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4330434 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4330436 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4330438 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29868 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4330447 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29914 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4330453 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29966 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4330444 nChanged 42
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Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4330454 nChanged 46
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Mstep: Class 1 contains 30044 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4330448 nChanged 45
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Mstep: Class 1 contains 30085 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4330462 nChanged 48
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Mstep: Class 1 contains 30131 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4330477 nChanged 47
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Mstep: Class 1 contains 30178 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4330480 nChanged 51
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Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4330480 nChanged 58
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Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4330494 nChanged 59
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Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4330498 nChanged 59
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Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4330500 nChanged 55
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Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4330525 nChanged 52
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Mstep: Class 1 contains 30504 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4330538 nChanged 60
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Mstep: Class 1 contains 30564 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4330541 nChanged 62
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4330549 nChanged 65
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Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4330560 nChanged 64
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	Iteration 91Q: 3 clusters Score -4330564 nChanged 76
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Mstep: Class 1 contains 30817 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4330574 nChanged 49
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Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4330580 nChanged 51
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Mstep: Class 1 contains 30913 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4330588 nChanged 61
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Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4330590 nChanged 45
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Mstep: Class 1 contains 31013 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4330590 nChanged 37
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Mstep: Class 1 contains 31046 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4330598 nChanged 40
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Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4330600 nChanged 48
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Mstep: Class 1 contains 31134 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4330602 nChanged 53
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Mstep: Class 1 contains 31185 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4330598 nChanged 61
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Mstep: Class 1 contains 31244 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4330612 nChanged 65
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Mstep: Class 1 contains 31309 members 
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Entering Unmasked Estep 
Score: -4330628.500000 Penalty: 3402.784912
	Iteration 102Q: 3 clusters Score -4330628 nChanged 75
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Mstep: Class 1 contains 31380 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4330648 nChanged 79
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Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -4330660.500000 Penalty: 3402.784912
	Iteration 104Q: 3 clusters Score -4330660 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -4330676.500000 Penalty: 3402.784912
	Iteration 105Q: 3 clusters Score -4330676 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -4330680.500000 Penalty: 3402.784912
	Iteration 106Q: 3 clusters Score -4330680 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -4330686.000000 Penalty: 3402.784912
	Iteration 107Q: 3 clusters Score -4330686 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -4330707.000000 Penalty: 3402.784912
	Iteration 108Q: 3 clusters Score -4330707 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -4330721.000000 Penalty: 3402.784912
	Iteration 109Q: 3 clusters Score -4330721 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4330741 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4330751 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -4330759.500000 Penalty: 3402.784912
	Iteration 112Q: 3 clusters Score -4330760 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -4330774.500000 Penalty: 3402.784912
	Iteration 113Q: 3 clusters Score -4330774 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -4330779.000000 Penalty: 3402.784912
	Iteration 114Q: 3 clusters Score -4330779 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -4330795.000000 Penalty: 3402.784912
	Iteration 115Q: 3 clusters Score -4330795 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -4330789.000000 Penalty: 3402.784912
	Iteration 116Q: 3 clusters Score -4330789 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -4330805.000000 Penalty: 3402.784912
	Iteration 117Q: 3 clusters Score -4330805 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -4330806.000000 Penalty: 3402.784912
	Iteration 118Q: 3 clusters Score -4330806 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -4330818.000000 Penalty: 3402.784912
	Iteration 119Q: 3 clusters Score -4330818 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -4330824.000000 Penalty: 3402.784912
	Iteration 120F: 3 clusters Score -4330824 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -4330823.500000 Penalty: 3402.784912
	Iteration 121Q: 3 clusters Score -4330824 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -4330837.500000 Penalty: 3402.784912
	Iteration 122Q: 3 clusters Score -4330838 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -4330845.000000 Penalty: 3402.784912
	Iteration 123Q: 3 clusters Score -4330845 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -4330861.000000 Penalty: 3402.784912
	Iteration 124Q: 3 clusters Score -4330861 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -4330862.500000 Penalty: 3402.784912
	Iteration 125Q: 3 clusters Score -4330862 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -4330878.000000 Penalty: 3402.784912
	Iteration 126Q: 3 clusters Score -4330878 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -4330891.500000 Penalty: 3402.784912
	Iteration 127Q: 3 clusters Score -4330892 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -4330903.000000 Penalty: 3402.784912
	Iteration 128Q: 3 clusters Score -4330903 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -4330927.000000 Penalty: 3402.784912
	Iteration 129Q: 3 clusters Score -4330927 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -4330936.500000 Penalty: 3402.784912
	Iteration 130Q: 3 clusters Score -4330936 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -4330954.000000 Penalty: 3402.784912
	Iteration 131Q: 3 clusters Score -4330954 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4330982.500000 Penalty: 3402.784912
	Iteration 132Q: 3 clusters Score -4330982 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4331012.000000 Penalty: 3402.784912
	Iteration 133Q: 3 clusters Score -4331012 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4331045.500000 Penalty: 3402.784912
	Iteration 134Q: 3 clusters Score -4331046 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4331076.000000 Penalty: 3402.784912
	Iteration 135Q: 3 clusters Score -4331076 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4331087.500000 Penalty: 3402.784912
	Iteration 136Q: 3 clusters Score -4331088 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4331108.000000 Penalty: 3402.784912
	Iteration 137Q: 3 clusters Score -4331108 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4331137.000000 Penalty: 3402.784912
	Iteration 138Q: 3 clusters Score -4331137 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4331159.000000 Penalty: 3402.784912
	Iteration 139Q: 3 clusters Score -4331159 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4331179.000000 Penalty: 3402.784912
	Iteration 140F: 3 clusters Score -4331179 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4331200.500000 Penalty: 3402.784912
	Iteration 141Q: 3 clusters Score -4331200 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4331218.500000 Penalty: 3402.784912
	Iteration 142Q: 3 clusters Score -4331218 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4331232.500000 Penalty: 3402.784912
	Iteration 143Q: 3 clusters Score -4331232 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4331241.500000 Penalty: 3402.784912
	Iteration 144Q: 3 clusters Score -4331242 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4331253.000000 Penalty: 3402.784912
	Iteration 145Q: 3 clusters Score -4331253 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4331256.000000 Penalty: 3402.784912
	Iteration 146Q: 3 clusters Score -4331256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4331266.500000 Penalty: 3402.784912
	Iteration 147Q: 3 clusters Score -4331266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4331277.000000 Penalty: 3402.784912
	Iteration 148Q: 3 clusters Score -4331277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4331283.000000 Penalty: 3402.784912
	Iteration 149Q: 3 clusters Score -4331283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4331289.500000 Penalty: 3402.784912
	Iteration 150Q: 3 clusters Score -4331290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4331288.500000 Penalty: 3402.784912
	Iteration 151Q: 3 clusters Score -4331288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4331292.500000 Penalty: 3402.784912
	Iteration 152Q: 3 clusters Score -4331292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4331294.000000 Penalty: 3402.784912
	Iteration 153Q: 3 clusters Score -4331294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4331294.000000 Penalty: 3402.784912
	Iteration 154Q: 3 clusters Score -4331294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4331297.500000 Penalty: 3402.784912
	Iteration 155Q: 3 clusters Score -4331298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4331301.500000 Penalty: 3402.784912
	Iteration 156Q: 3 clusters Score -4331302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4331304.500000 Penalty: 3402.784912
	Iteration 157Q: 3 clusters Score -4331304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4331302.000000 Penalty: 3402.784912
	Iteration 158Q: 3 clusters Score -4331302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4331300.500000 Penalty: 3402.784912
	Iteration 159Q: 3 clusters Score -4331300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4331296.000000 Penalty: 3402.784912
	Iteration 160F: 3 clusters Score -4331296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4331299.000000 Penalty: 3402.784912
	Iteration 161Q: 3 clusters Score -4331299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4331310.500000 Penalty: 3402.784912
	Iteration 162Q: 3 clusters Score -4331310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4331311.000000 Penalty: 3402.784912
	Iteration 163Q: 3 clusters Score -4331311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4331317.000000 Penalty: 3402.784912
	Iteration 164Q: 3 clusters Score -4331317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4331317.000000 Penalty: 3402.784912
	Iteration 165Q: 3 clusters Score -4331317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4331324.500000 Penalty: 3402.784912
	Iteration 166Q: 3 clusters Score -4331324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4331323.000000 Penalty: 3402.784912
	Iteration 167Q: 3 clusters Score -4331323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4331328.500000 Penalty: 3402.784912
	Iteration 168Q: 3 clusters Score -4331328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4331339.000000 Penalty: 3402.784912
	Iteration 169Q: 3 clusters Score -4331339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4331348.500000 Penalty: 3402.784912
	Iteration 170Q: 3 clusters Score -4331348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4331345.000000 Penalty: 3402.784912
	Iteration 171Q: 3 clusters Score -4331345 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4331358.500000 Penalty: 3402.784912
	Iteration 172Q: 3 clusters Score -4331358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34318 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4331360.500000 Penalty: 3402.784912
	Iteration 173Q: 3 clusters Score -4331360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4331364.500000 Penalty: 3402.784912
	Iteration 174Q: 3 clusters Score -4331364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4331374.000000 Penalty: 3402.784912
	Iteration 175Q: 3 clusters Score -4331374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4331377.000000 Penalty: 3402.784912
	Iteration 176Q: 3 clusters Score -4331377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4331385.000000 Penalty: 3402.784912
	Iteration 177Q: 3 clusters Score -4331385 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4331397.500000 Penalty: 3402.784912
	Iteration 178Q: 3 clusters Score -4331398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4331395.500000 Penalty: 3402.784912
	Iteration 179Q: 3 clusters Score -4331396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4331398.000000 Penalty: 3402.784912
	Iteration 180F: 3 clusters Score -4331398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4331406.500000 Penalty: 3402.784912
	Iteration 181Q: 3 clusters Score -4331406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4331407.000000 Penalty: 3402.784912
	Iteration 182Q: 3 clusters Score -4331407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4331410.500000 Penalty: 3402.784912
	Iteration 183Q: 3 clusters Score -4331410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4331414.500000 Penalty: 3402.784912
	Iteration 184Q: 3 clusters Score -4331414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4331419.500000 Penalty: 3402.784912
	Iteration 185Q: 3 clusters Score -4331420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4331423.500000 Penalty: 3402.784912
	Iteration 186Q: 3 clusters Score -4331424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4331423.000000 Penalty: 3402.784912
	Iteration 187Q: 3 clusters Score -4331423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4331431.500000 Penalty: 3402.784912
	Iteration 188Q: 3 clusters Score -4331432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4331433.500000 Penalty: 3402.784912
	Iteration 189Q: 3 clusters Score -4331434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4331429.500000 Penalty: 3402.784912
	Iteration 190Q: 3 clusters Score -4331430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4331429.500000 Penalty: 3402.784912
	Iteration 191F: 3 clusters Score -4331430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (105477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105477 members 
Entering Unmasked Estep 
Score: -13241208.000000 Penalty: 1879.515259
	Iteration 0F: 2 clusters Score -1.324121e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52805 members 
Mstep: Class 2 contains 52672 members 
Entering Unmasked Estep 
Score: -13172882.000000 Penalty: 3759.030518
	Iteration 0F: 3 clusters Score -1.317288e+07 nChanged 50490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54375 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -13202059.000000 Penalty: 3759.030518
	Iteration 1F: 3 clusters Score -1.320206e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55820 members 
Mstep: Class 2 contains 49657 members 
Entering Unmasked Estep 
Score: -13202982.000000 Penalty: 3759.030518
	Iteration 2Q: 3 clusters Score -1.320298e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57940 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -13204034.000000 Penalty: 3759.030518
	Iteration 3Q: 3 clusters Score -1.320403e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60981 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -13205571.000000 Penalty: 3759.030518
	Iteration 4Q: 3 clusters Score -1.320557e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65272 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -13207983.000000 Penalty: 3759.030518
	Iteration 5F: 3 clusters Score -1.320798e+07 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70631 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -13212075.000000 Penalty: 3759.030518
	Iteration 6F: 3 clusters Score -1.321208e+07 nChanged 8217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75826 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -13217289.000000 Penalty: 3759.030518
	Iteration 7F: 3 clusters Score -1.321729e+07 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79111 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -13221806.000000 Penalty: 3759.030518
	Iteration 8F: 3 clusters Score -1.322181e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79944 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -13224262.000000 Penalty: 3759.030518
	Iteration 9F: 3 clusters Score -1.322426e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79444 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -13224725.000000 Penalty: 3759.030518
	Iteration 10Q: 3 clusters Score -1.322472e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78367 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -13224703.000000 Penalty: 3759.030518
	Iteration 11Q: 3 clusters Score -1.32247e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77025 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -13224573.000000 Penalty: 3759.030518
	Iteration 12Q: 3 clusters Score -1.322457e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75371 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -13224327.000000 Penalty: 3759.030518
	Iteration 13Q: 3 clusters Score -1.322433e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73552 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -13224300.000000 Penalty: 3759.030518
	Iteration 14Q: 3 clusters Score -1.32243e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71504 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -13224179.000000 Penalty: 3759.030518
	Iteration 15Q: 3 clusters Score -1.322418e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69212 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -13224118.000000 Penalty: 3759.030518
	Iteration 16Q: 3 clusters Score -1.322412e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66690 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -13224342.000000 Penalty: 3759.030518
	Iteration 17Q: 3 clusters Score -1.322434e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64064 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -13224695.000000 Penalty: 3759.030518
	Iteration 18Q: 3 clusters Score -1.32247e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61359 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -13225130.000000 Penalty: 3759.030518
	Iteration 19Q: 3 clusters Score -1.322513e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58653 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -13225929.000000 Penalty: 3759.030518
	Iteration 20F: 3 clusters Score -1.322593e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55500 members 
Mstep: Class 2 contains 49977 members 
Entering Unmasked Estep 
Score: -13227135.000000 Penalty: 3759.030518
	Iteration 21Q: 3 clusters Score -1.322714e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52287 members 
Mstep: Class 2 contains 53190 members 
Entering Unmasked Estep 
Score: -13228394.000000 Penalty: 3759.030518
	Iteration 22Q: 3 clusters Score -1.322839e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48776 members 
Mstep: Class 2 contains 56701 members 
Entering Unmasked Estep 
Score: -13229466.000000 Penalty: 3759.030518
	Iteration 23Q: 3 clusters Score -1.322947e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 60131 members 
Entering Unmasked Estep 
Score: -13230210.000000 Penalty: 3759.030518
	Iteration 24Q: 3 clusters Score -1.323021e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 62893 members 
Entering Unmasked Estep 
Score: -13230048.000000 Penalty: 3759.030518
	Iteration 25Q: 3 clusters Score -1.323005e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 66048 members 
Entering Unmasked Estep 
Score: -13229954.000000 Penalty: 3759.030518
	Iteration 26Q: 3 clusters Score -1.322995e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 69822 members 
Entering Unmasked Estep 
Score: -13229929.000000 Penalty: 3759.030518
	Iteration 27Q: 3 clusters Score -1.322993e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 74083 members 
Entering Unmasked Estep 
Score: -13229916.000000 Penalty: 3759.030518
	Iteration 28Q: 3 clusters Score -1.322992e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 78769 members 
Entering Unmasked Estep 
Score: -13230160.000000 Penalty: 3759.030518
	Iteration 29Q: 3 clusters Score -1.323016e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 83621 members 
Entering Unmasked Estep 
Score: -13230569.000000 Penalty: 3759.030518
	Iteration 30Q: 3 clusters Score -1.323057e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 88400 members 
Entering Unmasked Estep 
Score: -13231179.000000 Penalty: 3759.030518
	Iteration 31Q: 3 clusters Score -1.323118e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 93012 members 
Entering Unmasked Estep 
Score: -13235393.000000 Penalty: 3759.030518
	Iteration 32Q: 3 clusters Score -1.323539e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 96265 members 
Entering Unmasked Estep 
Score: -13238171.000000 Penalty: 3759.030518
	Iteration 33Q: 3 clusters Score -1.323817e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 98256 members 
Entering Unmasked Estep 
Score: -13239345.000000 Penalty: 3759.030518
	Iteration 34Q: 3 clusters Score -1.323934e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 99676 members 
Entering Unmasked Estep 
Score: -13239926.000000 Penalty: 3759.030518
	Iteration 35Q: 3 clusters Score -1.323993e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 100670 members 
Entering Unmasked Estep 
Score: -13240224.000000 Penalty: 3759.030518
	Iteration 36Q: 3 clusters Score -1.324022e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 101382 members 
Entering Unmasked Estep 
Score: -13240403.000000 Penalty: 3759.030518
	Iteration 37Q: 3 clusters Score -1.32404e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 101916 members 
Entering Unmasked Estep 
Score: -13240503.000000 Penalty: 3759.030518
	Iteration 38Q: 3 clusters Score -1.32405e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 102288 members 
Entering Unmasked Estep 
Score: -13240574.000000 Penalty: 3759.030518
	Iteration 39Q: 3 clusters Score -1.324057e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 102568 members 
Entering Unmasked Estep 
Score: -13240579.000000 Penalty: 3759.030518
	Iteration 40F: 3 clusters Score -1.324058e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 102815 members 
Entering Unmasked Estep 
Score: -13240588.000000 Penalty: 3759.030518
	Iteration 41Q: 3 clusters Score -1.324059e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 102994 members 
Entering Unmasked Estep 
Score: -13240579.000000 Penalty: 3759.030518
	Iteration 42Q: 3 clusters Score -1.324058e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 103140 members 
Entering Unmasked Estep 
Score: -13240618.000000 Penalty: 3759.030518
	Iteration 43Q: 3 clusters Score -1.324062e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 103274 members 
Entering Unmasked Estep 
Score: -13240609.000000 Penalty: 3759.030518
	Iteration 44Q: 3 clusters Score -1.324061e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 103377 members 
Entering Unmasked Estep 
Score: -13240586.000000 Penalty: 3759.030518
	Iteration 45Q: 3 clusters Score -1.324059e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 103455 members 
Entering Unmasked Estep 
Score: -13240582.000000 Penalty: 3759.030518
	Iteration 46Q: 3 clusters Score -1.324058e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 103497 members 
Entering Unmasked Estep 
Score: -13240571.000000 Penalty: 3759.030518
	Iteration 47Q: 3 clusters Score -1.324057e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 103538 members 
Entering Unmasked Estep 
Score: -13240580.000000 Penalty: 3759.030518
	Iteration 48Q: 3 clusters Score -1.324058e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 103574 members 
Entering Unmasked Estep 
Score: -13240589.000000 Penalty: 3759.030518
	Iteration 49Q: 3 clusters Score -1.324059e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 103598 members 
Entering Unmasked Estep 
Score: -13240575.000000 Penalty: 3759.030518
	Iteration 50Q: 3 clusters Score -1.324058e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 103625 members 
Entering Unmasked Estep 
Score: -13240578.000000 Penalty: 3759.030518
	Iteration 51Q: 3 clusters Score -1.324058e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 103657 members 
Entering Unmasked Estep 
Score: -13240576.000000 Penalty: 3759.030518
	Iteration 52Q: 3 clusters Score -1.324058e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 103684 members 
Entering Unmasked Estep 
Score: -13240583.000000 Penalty: 3759.030518
	Iteration 53Q: 3 clusters Score -1.324058e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 103717 members 
Entering Unmasked Estep 
Score: -13240575.000000 Penalty: 3759.030518
	Iteration 54Q: 3 clusters Score -1.324058e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 103750 members 
Entering Unmasked Estep 
Score: -13240575.000000 Penalty: 3759.030518
	Iteration 55Q: 3 clusters Score -1.324058e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 103773 members 
Entering Unmasked Estep 
Score: -13240592.000000 Penalty: 3759.030518
	Iteration 56Q: 3 clusters Score -1.324059e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 103790 members 
Entering Unmasked Estep 
Score: -13240605.000000 Penalty: 3759.030518
	Iteration 57Q: 3 clusters Score -1.32406e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 103806 members 
Entering Unmasked Estep 
Score: -13240599.000000 Penalty: 3759.030518
	Iteration 58Q: 3 clusters Score -1.32406e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 103814 members 
Entering Unmasked Estep 
Score: -13240595.000000 Penalty: 3759.030518
	Iteration 59Q: 3 clusters Score -1.32406e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 103823 members 
Entering Unmasked Estep 
Score: -13240593.000000 Penalty: 3759.030518
	Iteration 60F: 3 clusters Score -1.324059e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 103839 members 
Entering Unmasked Estep 
Score: -13240599.000000 Penalty: 3759.030518
	Iteration 61Q: 3 clusters Score -1.32406e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 103853 members 
Entering Unmasked Estep 
Score: -13240589.000000 Penalty: 3759.030518
	Iteration 62Q: 3 clusters Score -1.324059e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 103864 members 
Entering Unmasked Estep 
Score: -13240574.000000 Penalty: 3759.030518
	Iteration 63Q: 3 clusters Score -1.324057e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 103871 members 
Entering Unmasked Estep 
Score: -13240582.000000 Penalty: 3759.030518
	Iteration 64Q: 3 clusters Score -1.324058e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 103879 members 
Entering Unmasked Estep 
Score: -13240575.000000 Penalty: 3759.030518
	Iteration 65Q: 3 clusters Score -1.324058e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 103889 members 
Entering Unmasked Estep 
Score: -13240586.000000 Penalty: 3759.030518
	Iteration 66Q: 3 clusters Score -1.324059e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 103902 members 
Entering Unmasked Estep 
Score: -13240582.000000 Penalty: 3759.030518
	Iteration 67Q: 3 clusters Score -1.324058e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 103913 members 
Entering Unmasked Estep 
Score: -13240578.000000 Penalty: 3759.030518
	Iteration 68Q: 3 clusters Score -1.324058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 103916 members 
Entering Unmasked Estep 
Score: -13240580.000000 Penalty: 3759.030518
	Iteration 69Q: 3 clusters Score -1.324058e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 103926 members 
Entering Unmasked Estep 
Score: -13240593.000000 Penalty: 3759.030518
	Iteration 70Q: 3 clusters Score -1.324059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 103931 members 
Entering Unmasked Estep 
Score: -13240586.000000 Penalty: 3759.030518
	Iteration 71Q: 3 clusters Score -1.324059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 103936 members 
Entering Unmasked Estep 
Score: -13240587.000000 Penalty: 3759.030518
	Iteration 72Q: 3 clusters Score -1.324059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 103941 members 
Entering Unmasked Estep 
Score: -13240572.000000 Penalty: 3759.030518
	Iteration 73Q: 3 clusters Score -1.324057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 103943 members 
Entering Unmasked Estep 
Score: -13240580.000000 Penalty: 3759.030518
	Iteration 74Q: 3 clusters Score -1.324058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 103944 members 
Entering Unmasked Estep 
Score: -13240585.000000 Penalty: 3759.030518
	Iteration 75Q: 3 clusters Score -1.324058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 103947 members 
Entering Unmasked Estep 
Score: -13240578.000000 Penalty: 3759.030518
	Iteration 76Q: 3 clusters Score -1.324058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 103948 members 
Entering Unmasked Estep 
Score: -13240575.000000 Penalty: 3759.030518
	Iteration 77Q: 3 clusters Score -1.324058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 103950 members 
Entering Unmasked Estep 
Score: -13240574.000000 Penalty: 3759.030518
	Iteration 78Q: 3 clusters Score -1.324057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 103951 members 
Entering Unmasked Estep 
Score: -13240568.000000 Penalty: 3759.030518
	Iteration 79Q: 3 clusters Score -1.324057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 103954 members 
Entering Unmasked Estep 
Score: -13240571.000000 Penalty: 3759.030518
	Iteration 80F: 3 clusters Score -1.324057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 103955 members 
Entering Unmasked Estep 
Score: -13240570.000000 Penalty: 3759.030518
	Iteration 81Q: 3 clusters Score -1.324057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 103954 members 
Entering Unmasked Estep 
Score: -13240565.000000 Penalty: 3759.030518
	Iteration 82Q: 3 clusters Score -1.324056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 103956 members 
Entering Unmasked Estep 
Score: -13240572.000000 Penalty: 3759.030518
	Iteration 83Q: 3 clusters Score -1.324057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 103958 members 
Entering Unmasked Estep 
Score: -13240568.000000 Penalty: 3759.030518
	Iteration 84Q: 3 clusters Score -1.324057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 103961 members 
Entering Unmasked Estep 
Score: -13240571.000000 Penalty: 3759.030518
	Iteration 85Q: 3 clusters Score -1.324057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 103962 members 
Entering Unmasked Estep 
Score: -13240558.000000 Penalty: 3759.030518
	Iteration 86Q: 3 clusters Score -1.324056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 103961 members 
Entering Unmasked Estep 
Score: -13240563.000000 Penalty: 3759.030518
	Iteration 87Q: 3 clusters Score -1.324056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 103962 members 
Entering Unmasked Estep 
Score: -13240564.000000 Penalty: 3759.030518
	Iteration 88Q: 3 clusters Score -1.324056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 103962 members 
Entering Unmasked Estep 
Score: -13240564.000000 Penalty: 3759.030518
	Iteration 89F: 3 clusters Score -1.324056e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Entering Unmasked Estep 
Score: -437082.343750 Penalty: 1326.455322
	Iteration 0F: 2 clusters Score -437082.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -434054.312500 Penalty: 2652.910645
	Iteration 0F: 3 clusters Score -434054.3 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -434856.093750 Penalty: 2652.910645
	Iteration 1F: 3 clusters Score -434856.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -435177.187500 Penalty: 2652.910645
	Iteration 2F: 3 clusters Score -435177.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -435532.750000 Penalty: 2652.910645
	Iteration 3F: 3 clusters Score -435532.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -435787.687500 Penalty: 2652.910645
	Iteration 4F: 3 clusters Score -435787.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -435949.562500 Penalty: 2652.910645
	Iteration 5F: 3 clusters Score -435949.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -436046.750000 Penalty: 2652.910645
	Iteration 6Q: 3 clusters Score -436046.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -436132.812500 Penalty: 2652.910645
	Iteration 7Q: 3 clusters Score -436132.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -436229.531250 Penalty: 2652.910645
	Iteration 8Q: 3 clusters Score -436229.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -436337.031250 Penalty: 2652.910645
	Iteration 9Q: 3 clusters Score -436337 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -436452.406250 Penalty: 2652.910645
	Iteration 10Q: 3 clusters Score -436452.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -436560.156250 Penalty: 2652.910645
	Iteration 11Q: 3 clusters Score -436560.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -436663.593750 Penalty: 2652.910645
	Iteration 12Q: 3 clusters Score -436663.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -436753.406250 Penalty: 2652.910645
	Iteration 13Q: 3 clusters Score -436753.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -436828.781250 Penalty: 2652.910645
	Iteration 14Q: 3 clusters Score -436828.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -436903.718750 Penalty: 2652.910645
	Iteration 15Q: 3 clusters Score -436903.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -436960.593750 Penalty: 2652.910645
	Iteration 16Q: 3 clusters Score -436960.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -437000.500000 Penalty: 2652.910645
	Iteration 17Q: 3 clusters Score -437000.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -437017.218750 Penalty: 2652.910645
	Iteration 18Q: 3 clusters Score -437017.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -437037.843750 Penalty: 2652.910645
	Iteration 19Q: 3 clusters Score -437037.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -437051.906250 Penalty: 2652.910645
	Iteration 20F: 3 clusters Score -437051.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -437065.843750 Penalty: 2652.910645
	Iteration 21Q: 3 clusters Score -437065.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -437071.812500 Penalty: 2652.910645
	Iteration 22Q: 3 clusters Score -437071.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -437072.937500 Penalty: 2652.910645
	Iteration 23Q: 3 clusters Score -437072.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -437074.062500 Penalty: 2652.910645
	Iteration 24Q: 3 clusters Score -437074.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -437074.312500 Penalty: 2652.910645
	Iteration 25Q: 3 clusters Score -437074.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -437075.281250 Penalty: 2652.910645
	Iteration 26Q: 3 clusters Score -437075.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -437075.281250 Penalty: 2652.910645
	Iteration 27F: 3 clusters Score -437075.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Entering Unmasked Estep 
Score: -856183.812500 Penalty: 1443.659058
	Iteration 0F: 2 clusters Score -856183.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -850772.437500 Penalty: 2887.318115
	Iteration 0F: 3 clusters Score -850772.4 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -852533.312500 Penalty: 2887.318115
	Iteration 1F: 3 clusters Score -852533.3 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -852892.750000 Penalty: 2887.318115
	Iteration 2F: 3 clusters Score -852892.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -853151.500000 Penalty: 2887.318115
	Iteration 3F: 3 clusters Score -853151.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -853333.375000 Penalty: 2887.318115
	Iteration 4Q: 3 clusters Score -853333.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -853487.500000 Penalty: 2887.318115
	Iteration 5Q: 3 clusters Score -853487.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -853630.500000 Penalty: 2887.318115
	Iteration 6Q: 3 clusters Score -853630.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -853766.625000 Penalty: 2887.318115
	Iteration 7Q: 3 clusters Score -853766.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -853862.687500 Penalty: 2887.318115
	Iteration 8Q: 3 clusters Score -853862.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -853955.312500 Penalty: 2887.318115
	Iteration 9Q: 3 clusters Score -853955.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -854059.312500 Penalty: 2887.318115
	Iteration 10Q: 3 clusters Score -854059.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -854167.875000 Penalty: 2887.318115
	Iteration 11Q: 3 clusters Score -854167.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -854267.562500 Penalty: 2887.318115
	Iteration 12Q: 3 clusters Score -854267.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -854356.937500 Penalty: 2887.318115
	Iteration 13Q: 3 clusters Score -854356.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -854436.437500 Penalty: 2887.318115
	Iteration 14Q: 3 clusters Score -854436.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -854515.750000 Penalty: 2887.318115
	Iteration 15Q: 3 clusters Score -854515.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -854597.625000 Penalty: 2887.318115
	Iteration 16Q: 3 clusters Score -854597.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -854694.250000 Penalty: 2887.318115
	Iteration 17Q: 3 clusters Score -854694.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -854797.937500 Penalty: 2887.318115
	Iteration 18Q: 3 clusters Score -854797.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -854908.812500 Penalty: 2887.318115
	Iteration 19Q: 3 clusters Score -854908.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -855013.812500 Penalty: 2887.318115
	Iteration 20F: 3 clusters Score -855013.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -855117.187500 Penalty: 2887.318115
	Iteration 21Q: 3 clusters Score -855117.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -855198.437500 Penalty: 2887.318115
	Iteration 22Q: 3 clusters Score -855198.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -855268.812500 Penalty: 2887.318115
	Iteration 23Q: 3 clusters Score -855268.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -855334.750000 Penalty: 2887.318115
	Iteration 24Q: 3 clusters Score -855334.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -855363.500000 Penalty: 2887.318115
	Iteration 25Q: 3 clusters Score -855363.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -855385.687500 Penalty: 2887.318115
	Iteration 26Q: 3 clusters Score -855385.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -855391.250000 Penalty: 2887.318115
	Iteration 27Q: 3 clusters Score -855391.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -855396.000000 Penalty: 2887.318115
	Iteration 28Q: 3 clusters Score -855396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -855397.750000 Penalty: 2887.318115
	Iteration 29Q: 3 clusters Score -855397.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -855398.750000 Penalty: 2887.318115
	Iteration 30Q: 3 clusters Score -855398.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -855400.000000 Penalty: 2887.318115
	Iteration 31Q: 3 clusters Score -855400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -855401.625000 Penalty: 2887.318115
	Iteration 32Q: 3 clusters Score -855401.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -855403.937500 Penalty: 2887.318115
	Iteration 33Q: 3 clusters Score -855403.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -855403.625000 Penalty: 2887.318115
	Iteration 34Q: 3 clusters Score -855403.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -855403.562500 Penalty: 2887.318115
	Iteration 35Q: 3 clusters Score -855403.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -855403.562500 Penalty: 2887.318115
	Iteration 36F: 3 clusters Score -855403.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Entering Unmasked Estep 
Score: -1211415.375000 Penalty: 1493.065430
	Iteration 0F: 2 clusters Score -1211415 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 4934 members 
Entering Unmasked Estep 
Score: -1204442.625000 Penalty: 2986.130859
	Iteration 0F: 3 clusters Score -1204443 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1206786.250000 Penalty: 2986.130859
	Iteration 1F: 3 clusters Score -1206786 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1207208.875000 Penalty: 2986.130859
	Iteration 2F: 3 clusters Score -1207209 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1207701.875000 Penalty: 2986.130859
	Iteration 3F: 3 clusters Score -1207702 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1208218.375000 Penalty: 2986.130859
	Iteration 4F: 3 clusters Score -1208218 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1208588.375000 Penalty: 2986.130859
	Iteration 5F: 3 clusters Score -1208588 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1208870.875000 Penalty: 2986.130859
	Iteration 6Q: 3 clusters Score -1208871 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1209071.250000 Penalty: 2986.130859
	Iteration 7Q: 3 clusters Score -1209071 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1209217.000000 Penalty: 2986.130859
	Iteration 8Q: 3 clusters Score -1209217 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1209334.375000 Penalty: 2986.130859
	Iteration 9Q: 3 clusters Score -1209334 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1209427.250000 Penalty: 2986.130859
	Iteration 10Q: 3 clusters Score -1209427 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1209513.125000 Penalty: 2986.130859
	Iteration 11Q: 3 clusters Score -1209513 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1209579.625000 Penalty: 2986.130859
	Iteration 12Q: 3 clusters Score -1209580 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1209630.000000 Penalty: 2986.130859
	Iteration 13Q: 3 clusters Score -1209630 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1209664.375000 Penalty: 2986.130859
	Iteration 14Q: 3 clusters Score -1209664 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1209691.375000 Penalty: 2986.130859
	Iteration 15Q: 3 clusters Score -1209691 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1209704.750000 Penalty: 2986.130859
	Iteration 16Q: 3 clusters Score -1209705 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1209726.750000 Penalty: 2986.130859
	Iteration 17Q: 3 clusters Score -1209727 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1209740.750000 Penalty: 2986.130859
	Iteration 18Q: 3 clusters Score -1209741 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1209761.250000 Penalty: 2986.130859
	Iteration 19Q: 3 clusters Score -1209761 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1209777.250000 Penalty: 2986.130859
	Iteration 20F: 3 clusters Score -1209777 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1209794.875000 Penalty: 2986.130859
	Iteration 21Q: 3 clusters Score -1209795 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1209817.125000 Penalty: 2986.130859
	Iteration 22Q: 3 clusters Score -1209817 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1209839.625000 Penalty: 2986.130859
	Iteration 23Q: 3 clusters Score -1209840 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1209859.125000 Penalty: 2986.130859
	Iteration 24Q: 3 clusters Score -1209859 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1209876.000000 Penalty: 2986.130859
	Iteration 25Q: 3 clusters Score -1209876 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1209895.375000 Penalty: 2986.130859
	Iteration 26Q: 3 clusters Score -1209895 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1209910.125000 Penalty: 2986.130859
	Iteration 27Q: 3 clusters Score -1209910 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1209924.250000 Penalty: 2986.130859
	Iteration 28Q: 3 clusters Score -1209924 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1209931.000000 Penalty: 2986.130859
	Iteration 29Q: 3 clusters Score -1209931 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1209938.625000 Penalty: 2986.130859
	Iteration 30Q: 3 clusters Score -1209939 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1209941.000000 Penalty: 2986.130859
	Iteration 31Q: 3 clusters Score -1209941 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1209948.625000 Penalty: 2986.130859
	Iteration 32Q: 3 clusters Score -1209949 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1209952.875000 Penalty: 2986.130859
	Iteration 33Q: 3 clusters Score -1209953 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1209961.000000 Penalty: 2986.130859
	Iteration 34Q: 3 clusters Score -1209961 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1209966.375000 Penalty: 2986.130859
	Iteration 35Q: 3 clusters Score -1209966 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1209977.125000 Penalty: 2986.130859
	Iteration 36Q: 3 clusters Score -1209977 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1209983.500000 Penalty: 2986.130859
	Iteration 37Q: 3 clusters Score -1209984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1209988.500000 Penalty: 2986.130859
	Iteration 38Q: 3 clusters Score -1209988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1209990.875000 Penalty: 2986.130859
	Iteration 39Q: 3 clusters Score -1209991 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1209993.750000 Penalty: 2986.130859
	Iteration 40F: 3 clusters Score -1209994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1209999.375000 Penalty: 2986.130859
	Iteration 41Q: 3 clusters Score -1209999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1209998.750000 Penalty: 2986.130859
	Iteration 42Q: 3 clusters Score -1209999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1210005.375000 Penalty: 2986.130859
	Iteration 43Q: 3 clusters Score -1210005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1210002.000000 Penalty: 2986.130859
	Iteration 44Q: 3 clusters Score -1210002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1210004.625000 Penalty: 2986.130859
	Iteration 45Q: 3 clusters Score -1210005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1210006.125000 Penalty: 2986.130859
	Iteration 46Q: 3 clusters Score -1210006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1210006.500000 Penalty: 2986.130859
	Iteration 47Q: 3 clusters Score -1210006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1210008.125000 Penalty: 2986.130859
	Iteration 48Q: 3 clusters Score -1210008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1210007.750000 Penalty: 2986.130859
	Iteration 49Q: 3 clusters Score -1210008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1210009.750000 Penalty: 2986.130859
	Iteration 50Q: 3 clusters Score -1210010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1210011.500000 Penalty: 2986.130859
	Iteration 51Q: 3 clusters Score -1210012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1210013.875000 Penalty: 2986.130859
	Iteration 52Q: 3 clusters Score -1210014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1210022.000000 Penalty: 2986.130859
	Iteration 53Q: 3 clusters Score -1210022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1210020.500000 Penalty: 2986.130859
	Iteration 54Q: 3 clusters Score -1210020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1210028.375000 Penalty: 2986.130859
	Iteration 55Q: 3 clusters Score -1210028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1210030.500000 Penalty: 2986.130859
	Iteration 56Q: 3 clusters Score -1210030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1210030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1210034.375000 Penalty: 2986.130859
	Iteration 58Q: 3 clusters Score -1210034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1210039.125000 Penalty: 2986.130859
	Iteration 59Q: 3 clusters Score -1210039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1210043.500000 Penalty: 2986.130859
	Iteration 60F: 3 clusters Score -1210044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1210048.625000 Penalty: 2986.130859
	Iteration 61Q: 3 clusters Score -1210049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1210053.250000 Penalty: 2986.130859
	Iteration 62Q: 3 clusters Score -1210053 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1210055.250000 Penalty: 2986.130859
	Iteration 63Q: 3 clusters Score -1210055 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1210059.375000 Penalty: 2986.130859
	Iteration 64Q: 3 clusters Score -1210059 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1210066.000000 Penalty: 2986.130859
	Iteration 65Q: 3 clusters Score -1210066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1210067 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1210075.875000 Penalty: 2986.130859
	Iteration 67Q: 3 clusters Score -1210076 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1210091.875000 Penalty: 2986.130859
	Iteration 68Q: 3 clusters Score -1210092 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1210101.250000 Penalty: 2986.130859
	Iteration 69Q: 3 clusters Score -1210101 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1210118.750000 Penalty: 2986.130859
	Iteration 70Q: 3 clusters Score -1210119 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1210129.375000 Penalty: 2986.130859
	Iteration 71Q: 3 clusters Score -1210129 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1210145.375000 Penalty: 2986.130859
	Iteration 72Q: 3 clusters Score -1210145 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1210160 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1210169.250000 Penalty: 2986.130859
	Iteration 74Q: 3 clusters Score -1210169 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1210177.250000 Penalty: 2986.130859
	Iteration 75Q: 3 clusters Score -1210177 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1210181.875000 Penalty: 2986.130859
	Iteration 76Q: 3 clusters Score -1210182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1210187.250000 Penalty: 2986.130859
	Iteration 77Q: 3 clusters Score -1210187 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1210191.625000 Penalty: 2986.130859
	Iteration 78Q: 3 clusters Score -1210192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1210196.125000 Penalty: 2986.130859
	Iteration 79Q: 3 clusters Score -1210196 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1210203.375000 Penalty: 2986.130859
	Iteration 80F: 3 clusters Score -1210203 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1210209.500000 Penalty: 2986.130859
	Iteration 81Q: 3 clusters Score -1210210 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1210219.375000 Penalty: 2986.130859
	Iteration 82Q: 3 clusters Score -1210219 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1210227.750000 Penalty: 2986.130859
	Iteration 83Q: 3 clusters Score -1210228 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1210234.625000 Penalty: 2986.130859
	Iteration 84Q: 3 clusters Score -1210235 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1210246.250000 Penalty: 2986.130859
	Iteration 85Q: 3 clusters Score -1210246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1210254.500000 Penalty: 2986.130859
	Iteration 86Q: 3 clusters Score -1210254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1210259.375000 Penalty: 2986.130859
	Iteration 87Q: 3 clusters Score -1210259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1210261.000000 Penalty: 2986.130859
	Iteration 88Q: 3 clusters Score -1210261 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1210267.375000 Penalty: 2986.130859
	Iteration 89Q: 3 clusters Score -1210267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1210274.000000 Penalty: 2986.130859
	Iteration 90Q: 3 clusters Score -1210274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1210284.375000 Penalty: 2986.130859
	Iteration 91Q: 3 clusters Score -1210284 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1210294.125000 Penalty: 2986.130859
	Iteration 92Q: 3 clusters Score -1210294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1210302.625000 Penalty: 2986.130859
	Iteration 93Q: 3 clusters Score -1210303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1210308.000000 Penalty: 2986.130859
	Iteration 94Q: 3 clusters Score -1210308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1210311.500000 Penalty: 2986.130859
	Iteration 95Q: 3 clusters Score -1210312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1210313.875000 Penalty: 2986.130859
	Iteration 96Q: 3 clusters Score -1210314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1210315.750000 Penalty: 2986.130859
	Iteration 97Q: 3 clusters Score -1210316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1210321.375000 Penalty: 2986.130859
	Iteration 98Q: 3 clusters Score -1210321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1210328.625000 Penalty: 2986.130859
	Iteration 99Q: 3 clusters Score -1210329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1210331.625000 Penalty: 2986.130859
	Iteration 100F: 3 clusters Score -1210332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1210333.875000 Penalty: 2986.130859
	Iteration 101Q: 3 clusters Score -1210334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1210337.125000 Penalty: 2986.130859
	Iteration 102Q: 3 clusters Score -1210337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1210338.250000 Penalty: 2986.130859
	Iteration 103Q: 3 clusters Score -1210338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1210343.000000 Penalty: 2986.130859
	Iteration 104Q: 3 clusters Score -1210343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1210343.000000 Penalty: 2986.130859
	Iteration 105Q: 3 clusters Score -1210343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1210343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1210347.375000 Penalty: 2986.130859
	Iteration 107Q: 3 clusters Score -1210347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1210348.750000 Penalty: 2986.130859
	Iteration 108Q: 3 clusters Score -1210349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1210349.000000 Penalty: 2986.130859
	Iteration 109Q: 3 clusters Score -1210349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1210350.375000 Penalty: 2986.130859
	Iteration 110Q: 3 clusters Score -1210350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1210353.250000 Penalty: 2986.130859
	Iteration 111Q: 3 clusters Score -1210353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1210356.750000 Penalty: 2986.130859
	Iteration 112Q: 3 clusters Score -1210357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1210364.750000 Penalty: 2986.130859
	Iteration 113Q: 3 clusters Score -1210365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1210367.875000 Penalty: 2986.130859
	Iteration 114Q: 3 clusters Score -1210368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1210372.750000 Penalty: 2986.130859
	Iteration 115Q: 3 clusters Score -1210373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1210373.750000 Penalty: 2986.130859
	Iteration 116Q: 3 clusters Score -1210374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1210372.750000 Penalty: 2986.130859
	Iteration 117Q: 3 clusters Score -1210373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1210374.500000 Penalty: 2986.130859
	Iteration 118Q: 3 clusters Score -1210374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1210375.875000 Penalty: 2986.130859
	Iteration 119Q: 3 clusters Score -1210376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1210376.500000 Penalty: 2986.130859
	Iteration 120F: 3 clusters Score -1210376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1210376.625000 Penalty: 2986.130859
	Iteration 121Q: 3 clusters Score -1210377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1210379.250000 Penalty: 2986.130859
	Iteration 122Q: 3 clusters Score -1210379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1210381.125000 Penalty: 2986.130859
	Iteration 123Q: 3 clusters Score -1210381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1210381.375000 Penalty: 2986.130859
	Iteration 124Q: 3 clusters Score -1210381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1210382.375000 Penalty: 2986.130859
	Iteration 125Q: 3 clusters Score -1210382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1210383.375000 Penalty: 2986.130859
	Iteration 126Q: 3 clusters Score -1210383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1210383.875000 Penalty: 2986.130859
	Iteration 127Q: 3 clusters Score -1210384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1210386.125000 Penalty: 2986.130859
	Iteration 128Q: 3 clusters Score -1210386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1210384.125000 Penalty: 2986.130859
	Iteration 129Q: 3 clusters Score -1210384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1210386.250000 Penalty: 2986.130859
	Iteration 130Q: 3 clusters Score -1210386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1210388.000000 Penalty: 2986.130859
	Iteration 131Q: 3 clusters Score -1210388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1210391.125000 Penalty: 2986.130859
	Iteration 132Q: 3 clusters Score -1210391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1210391.500000 Penalty: 2986.130859
	Iteration 133Q: 3 clusters Score -1210392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1210392.125000 Penalty: 2986.130859
	Iteration 134Q: 3 clusters Score -1210392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1210391.750000 Penalty: 2986.130859
	Iteration 135Q: 3 clusters Score -1210392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1210392.250000 Penalty: 2986.130859
	Iteration 136Q: 3 clusters Score -1210392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1210393.250000 Penalty: 2986.130859
	Iteration 137Q: 3 clusters Score -1210393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1210395.000000 Penalty: 2986.130859
	Iteration 138Q: 3 clusters Score -1210395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1210395.125000 Penalty: 2986.130859
	Iteration 139Q: 3 clusters Score -1210395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1210394.750000 Penalty: 2986.130859
	Iteration 140F: 3 clusters Score -1210395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1210397.750000 Penalty: 2986.130859
	Iteration 141Q: 3 clusters Score -1210398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1210399.500000 Penalty: 2986.130859
	Iteration 142Q: 3 clusters Score -1210400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1210400.250000 Penalty: 2986.130859
	Iteration 143Q: 3 clusters Score -1210400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1210398.875000 Penalty: 2986.130859
	Iteration 144Q: 3 clusters Score -1210399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1210400.500000 Penalty: 2986.130859
	Iteration 145Q: 3 clusters Score -1210400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1210399.750000 Penalty: 2986.130859
	Iteration 146Q: 3 clusters Score -1210400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1210399.875000 Penalty: 2986.130859
	Iteration 147Q: 3 clusters Score -1210400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1210399.875000 Penalty: 2986.130859
	Iteration 148F: 3 clusters Score -1210400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Entering Unmasked Estep 
Score: -1797289.375000 Penalty: 1556.216675
	Iteration 0F: 2 clusters Score -1797289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1787265.500000 Penalty: 3112.433350
	Iteration 0F: 3 clusters Score -1787266 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1790711.750000 Penalty: 3112.433350
	Iteration 1F: 3 clusters Score -1790712 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1791249.000000 Penalty: 3112.433350
	Iteration 2F: 3 clusters Score -1791249 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1792170.500000 Penalty: 3112.433350
	Iteration 3F: 3 clusters Score -1792170 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1793201.750000 Penalty: 3112.433350
	Iteration 4F: 3 clusters Score -1793202 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1794049.625000 Penalty: 3112.433350
	Iteration 5F: 3 clusters Score -1794050 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1794651.500000 Penalty: 3112.433350
	Iteration 6F: 3 clusters Score -1794652 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1795065.250000 Penalty: 3112.433350
	Iteration 7F: 3 clusters Score -1795065 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1795333.000000 Penalty: 3112.433350
	Iteration 8Q: 3 clusters Score -1795333 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1795493.250000 Penalty: 3112.433350
	Iteration 9Q: 3 clusters Score -1795493 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1795600.250000 Penalty: 3112.433350
	Iteration 10Q: 3 clusters Score -1795600 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1795678.875000 Penalty: 3112.433350
	Iteration 11Q: 3 clusters Score -1795679 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1795768.000000 Penalty: 3112.433350
	Iteration 12Q: 3 clusters Score -1795768 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1795834.625000 Penalty: 3112.433350
	Iteration 13Q: 3 clusters Score -1795835 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1795891.875000 Penalty: 3112.433350
	Iteration 14Q: 3 clusters Score -1795892 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1795938.500000 Penalty: 3112.433350
	Iteration 15Q: 3 clusters Score -1795938 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1795979.125000 Penalty: 3112.433350
	Iteration 16Q: 3 clusters Score -1795979 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1796027.625000 Penalty: 3112.433350
	Iteration 17Q: 3 clusters Score -1796028 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1796080.000000 Penalty: 3112.433350
	Iteration 18Q: 3 clusters Score -1796080 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1796149.375000 Penalty: 3112.433350
	Iteration 19Q: 3 clusters Score -1796149 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1796244.750000 Penalty: 3112.433350
	Iteration 20F: 3 clusters Score -1796245 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1796357.625000 Penalty: 3112.433350
	Iteration 21Q: 3 clusters Score -1796358 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1796485.875000 Penalty: 3112.433350
	Iteration 22Q: 3 clusters Score -1796486 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1796574.125000 Penalty: 3112.433350
	Iteration 23Q: 3 clusters Score -1796574 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1796631.375000 Penalty: 3112.433350
	Iteration 24Q: 3 clusters Score -1796631 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1796675.750000 Penalty: 3112.433350
	Iteration 25Q: 3 clusters Score -1796676 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1796701.125000 Penalty: 3112.433350
	Iteration 26Q: 3 clusters Score -1796701 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1796713.750000 Penalty: 3112.433350
	Iteration 27Q: 3 clusters Score -1796714 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1796724.875000 Penalty: 3112.433350
	Iteration 28Q: 3 clusters Score -1796725 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1796739.625000 Penalty: 3112.433350
	Iteration 29Q: 3 clusters Score -1796740 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1796745.375000 Penalty: 3112.433350
	Iteration 30Q: 3 clusters Score -1796745 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1796755.625000 Penalty: 3112.433350
	Iteration 31Q: 3 clusters Score -1796756 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1796763.500000 Penalty: 3112.433350
	Iteration 32Q: 3 clusters Score -1796764 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1796770.750000 Penalty: 3112.433350
	Iteration 33Q: 3 clusters Score -1796771 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1796776.125000 Penalty: 3112.433350
	Iteration 34Q: 3 clusters Score -1796776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1796782.250000 Penalty: 3112.433350
	Iteration 35Q: 3 clusters Score -1796782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1796783.750000 Penalty: 3112.433350
	Iteration 36Q: 3 clusters Score -1796784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1796785.375000 Penalty: 3112.433350
	Iteration 37Q: 3 clusters Score -1796785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1796787.125000 Penalty: 3112.433350
	Iteration 38Q: 3 clusters Score -1796787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1796789.000000 Penalty: 3112.433350
	Iteration 39Q: 3 clusters Score -1796789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1796786.750000 Penalty: 3112.433350
	Iteration 40F: 3 clusters Score -1796787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1796788.625000 Penalty: 3112.433350
	Iteration 41Q: 3 clusters Score -1796789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1796789.000000 Penalty: 3112.433350
	Iteration 42Q: 3 clusters Score -1796789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1796790.750000 Penalty: 3112.433350
	Iteration 43Q: 3 clusters Score -1796791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1796790.750000 Penalty: 3112.433350
	Iteration 44F: 3 clusters Score -1796791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Entering Unmasked Estep 
Score: -796157.625000 Penalty: 1423.369751
	Iteration 0F: 2 clusters Score -796157.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -791310.625000 Penalty: 2846.739502
	Iteration 0F: 3 clusters Score -791310.6 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -793020.000000 Penalty: 2846.739502
	Iteration 1F: 3 clusters Score -793020 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -793759.625000 Penalty: 2846.739502
	Iteration 2F: 3 clusters Score -793759.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -794245.500000 Penalty: 2846.739502
	Iteration 3F: 3 clusters Score -794245.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -794610.437500 Penalty: 2846.739502
	Iteration 4F: 3 clusters Score -794610.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -794888.500000 Penalty: 2846.739502
	Iteration 5F: 3 clusters Score -794888.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -795118.000000 Penalty: 2846.739502
	Iteration 6F: 3 clusters Score -795118 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -795280.687500 Penalty: 2846.739502
	Iteration 7Q: 3 clusters Score -795280.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -795407.750000 Penalty: 2846.739502
	Iteration 8Q: 3 clusters Score -795407.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -795503.875000 Penalty: 2846.739502
	Iteration 9Q: 3 clusters Score -795503.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -795578.375000 Penalty: 2846.739502
	Iteration 10Q: 3 clusters Score -795578.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -795627.250000 Penalty: 2846.739502
	Iteration 11Q: 3 clusters Score -795627.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -795669.875000 Penalty: 2846.739502
	Iteration 12Q: 3 clusters Score -795669.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -795692.937500 Penalty: 2846.739502
	Iteration 13Q: 3 clusters Score -795692.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -795706.062500 Penalty: 2846.739502
	Iteration 14Q: 3 clusters Score -795706.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -795717.875000 Penalty: 2846.739502
	Iteration 15Q: 3 clusters Score -795717.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -795723.625000 Penalty: 2846.739502
	Iteration 16Q: 3 clusters Score -795723.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -795730.812500 Penalty: 2846.739502
	Iteration 17Q: 3 clusters Score -795730.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -795733.812500 Penalty: 2846.739502
	Iteration 18Q: 3 clusters Score -795733.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -795737.062500 Penalty: 2846.739502
	Iteration 19Q: 3 clusters Score -795737.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -795738.562500 Penalty: 2846.739502
	Iteration 20F: 3 clusters Score -795738.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -795739.250000 Penalty: 2846.739502
	Iteration 21Q: 3 clusters Score -795739.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -795739.812500 Penalty: 2846.739502
	Iteration 22Q: 3 clusters Score -795739.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -795740.812500 Penalty: 2846.739502
	Iteration 23Q: 3 clusters Score -795740.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -795742.062500 Penalty: 2846.739502
	Iteration 24Q: 3 clusters Score -795742.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -795741.562500 Penalty: 2846.739502
	Iteration 25Q: 3 clusters Score -795741.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -795742.750000 Penalty: 2846.739502
	Iteration 26Q: 3 clusters Score -795742.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -795742.750000 Penalty: 2846.739502
	Iteration 27F: 3 clusters Score -795742.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Entering Unmasked Estep 
Score: -327480.125000 Penalty: 1293.495850
	Iteration 0F: 2 clusters Score -327480.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -324815.031250 Penalty: 2586.991699
	Iteration 0F: 3 clusters Score -324815 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -325580.906250 Penalty: 2586.991699
	Iteration 1F: 3 clusters Score -325580.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -325881.000000 Penalty: 2586.991699
	Iteration 2F: 3 clusters Score -325881 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -326186.750000 Penalty: 2586.991699
	Iteration 3F: 3 clusters Score -326186.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -326399.187500 Penalty: 2586.991699
	Iteration 4F: 3 clusters Score -326399.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -326550.093750 Penalty: 2586.991699
	Iteration 5F: 3 clusters Score -326550.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -326660.406250 Penalty: 2586.991699
	Iteration 6Q: 3 clusters Score -326660.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -326736.468750 Penalty: 2586.991699
	Iteration 7Q: 3 clusters Score -326736.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -326782.812500 Penalty: 2586.991699
	Iteration 8Q: 3 clusters Score -326782.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -326816.531250 Penalty: 2586.991699
	Iteration 9Q: 3 clusters Score -326816.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -326849.750000 Penalty: 2586.991699
	Iteration 10Q: 3 clusters Score -326849.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -326888.593750 Penalty: 2586.991699
	Iteration 11Q: 3 clusters Score -326888.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -326922.562500 Penalty: 2586.991699
	Iteration 12Q: 3 clusters Score -326922.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -326943.468750 Penalty: 2586.991699
	Iteration 13Q: 3 clusters Score -326943.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -326956.906250 Penalty: 2586.991699
	Iteration 14Q: 3 clusters Score -326956.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -326967.875000 Penalty: 2586.991699
	Iteration 15Q: 3 clusters Score -326967.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -326975.187500 Penalty: 2586.991699
	Iteration 16Q: 3 clusters Score -326975.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -326981.625000 Penalty: 2586.991699
	Iteration 17Q: 3 clusters Score -326981.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -326985.031250 Penalty: 2586.991699
	Iteration 18Q: 3 clusters Score -326985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -326987.968750 Penalty: 2586.991699
	Iteration 19Q: 3 clusters Score -326988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -326989.718750 Penalty: 2586.991699
	Iteration 20F: 3 clusters Score -326989.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -326990.156250 Penalty: 2586.991699
	Iteration 21Q: 3 clusters Score -326990.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -326990.187500 Penalty: 2586.991699
	Iteration 22Q: 3 clusters Score -326990.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -326991.312500 Penalty: 2586.991699
	Iteration 23Q: 3 clusters Score -326991.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -326991.468750 Penalty: 2586.991699
	Iteration 24Q: 3 clusters Score -326991.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -326991.750000 Penalty: 2586.991699
	Iteration 25Q: 3 clusters Score -326991.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -326991.750000 Penalty: 2586.991699
	Iteration 26F: 3 clusters Score -326991.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Entering Unmasked Estep 
Score: -2006120.375000 Penalty: 1574.431396
	Iteration 0F: 2 clusters Score -2006120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1995021.000000 Penalty: 3148.862793
	Iteration 0F: 3 clusters Score -1995021 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1999465.500000 Penalty: 3148.862793
	Iteration 1F: 3 clusters Score -1999466 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2000504.750000 Penalty: 3148.862793
	Iteration 2F: 3 clusters Score -2000505 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2001665.750000 Penalty: 3148.862793
	Iteration 3F: 3 clusters Score -2001666 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2002713.000000 Penalty: 3148.862793
	Iteration 4F: 3 clusters Score -2002713 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -2003466.125000 Penalty: 3148.862793
	Iteration 5F: 3 clusters Score -2003466 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -2003932.500000 Penalty: 3148.862793
	Iteration 6Q: 3 clusters Score -2003932 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2004227.750000 Penalty: 3148.862793
	Iteration 7Q: 3 clusters Score -2004228 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2004406.875000 Penalty: 3148.862793
	Iteration 8Q: 3 clusters Score -2004407 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2004528.875000 Penalty: 3148.862793
	Iteration 9Q: 3 clusters Score -2004529 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2004616.875000 Penalty: 3148.862793
	Iteration 10Q: 3 clusters Score -2004617 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -2004666.625000 Penalty: 3148.862793
	Iteration 11Q: 3 clusters Score -2004667 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2004706.250000 Penalty: 3148.862793
	Iteration 12Q: 3 clusters Score -2004706 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2004728.500000 Penalty: 3148.862793
	Iteration 13Q: 3 clusters Score -2004728 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2004753.500000 Penalty: 3148.862793
	Iteration 14Q: 3 clusters Score -2004754 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2004779.250000 Penalty: 3148.862793
	Iteration 15Q: 3 clusters Score -2004779 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2004812.000000 Penalty: 3148.862793
	Iteration 16Q: 3 clusters Score -2004812 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2004840.250000 Penalty: 3148.862793
	Iteration 17Q: 3 clusters Score -2004840 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -2004864.500000 Penalty: 3148.862793
	Iteration 18Q: 3 clusters Score -2004864 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2004876.750000 Penalty: 3148.862793
	Iteration 19Q: 3 clusters Score -2004877 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -2004894.750000 Penalty: 3148.862793
	Iteration 20F: 3 clusters Score -2004895 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2004916.500000 Penalty: 3148.862793
	Iteration 21Q: 3 clusters Score -2004916 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -2004944.500000 Penalty: 3148.862793
	Iteration 22Q: 3 clusters Score -2004944 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2004964.500000 Penalty: 3148.862793
	Iteration 23Q: 3 clusters Score -2004964 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2004979.500000 Penalty: 3148.862793
	Iteration 24Q: 3 clusters Score -2004980 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2004996.875000 Penalty: 3148.862793
	Iteration 25Q: 3 clusters Score -2004997 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2005022.625000 Penalty: 3148.862793
	Iteration 26Q: 3 clusters Score -2005023 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2005036.500000 Penalty: 3148.862793
	Iteration 27Q: 3 clusters Score -2005036 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2005051.125000 Penalty: 3148.862793
	Iteration 28Q: 3 clusters Score -2005051 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2005064.500000 Penalty: 3148.862793
	Iteration 29Q: 3 clusters Score -2005064 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2005083.500000 Penalty: 3148.862793
	Iteration 30Q: 3 clusters Score -2005084 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2005100.250000 Penalty: 3148.862793
	Iteration 31Q: 3 clusters Score -2005100 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -2005109.125000 Penalty: 3148.862793
	Iteration 32Q: 3 clusters Score -2005109 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2005116.625000 Penalty: 3148.862793
	Iteration 33Q: 3 clusters Score -2005117 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2005121.375000 Penalty: 3148.862793
	Iteration 34Q: 3 clusters Score -2005121 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2005134.000000 Penalty: 3148.862793
	Iteration 35Q: 3 clusters Score -2005134 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -2005144.750000 Penalty: 3148.862793
	Iteration 36Q: 3 clusters Score -2005145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2005148.750000 Penalty: 3148.862793
	Iteration 37Q: 3 clusters Score -2005149 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2005155.375000 Penalty: 3148.862793
	Iteration 38Q: 3 clusters Score -2005155 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -2005162.125000 Penalty: 3148.862793
	Iteration 39Q: 3 clusters Score -2005162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2005169.875000 Penalty: 3148.862793
	Iteration 40F: 3 clusters Score -2005170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2005171.500000 Penalty: 3148.862793
	Iteration 41Q: 3 clusters Score -2005172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2005174.500000 Penalty: 3148.862793
	Iteration 42Q: 3 clusters Score -2005174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2005179.375000 Penalty: 3148.862793
	Iteration 43Q: 3 clusters Score -2005179 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -2005180.500000 Penalty: 3148.862793
	Iteration 44Q: 3 clusters Score -2005180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -2005184.875000 Penalty: 3148.862793
	Iteration 45Q: 3 clusters Score -2005185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -2005182.625000 Penalty: 3148.862793
	Iteration 46Q: 3 clusters Score -2005183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2005184.625000 Penalty: 3148.862793
	Iteration 47Q: 3 clusters Score -2005185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -2005188.500000 Penalty: 3148.862793
	Iteration 48Q: 3 clusters Score -2005188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -2005195.500000 Penalty: 3148.862793
	Iteration 49Q: 3 clusters Score -2005196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2005206.125000 Penalty: 3148.862793
	Iteration 50Q: 3 clusters Score -2005206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2005209.500000 Penalty: 3148.862793
	Iteration 51Q: 3 clusters Score -2005210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2005210.500000 Penalty: 3148.862793
	Iteration 52Q: 3 clusters Score -2005210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -2005210.500000 Penalty: 3148.862793
	Iteration 53Q: 3 clusters Score -2005210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -2005214.375000 Penalty: 3148.862793
	Iteration 54Q: 3 clusters Score -2005214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2005213.375000 Penalty: 3148.862793
	Iteration 55Q: 3 clusters Score -2005213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2005212.000000 Penalty: 3148.862793
	Iteration 56Q: 3 clusters Score -2005212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2005213.000000 Penalty: 3148.862793
	Iteration 57Q: 3 clusters Score -2005213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -2005214.625000 Penalty: 3148.862793
	Iteration 58Q: 3 clusters Score -2005215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -2005215.250000 Penalty: 3148.862793
	Iteration 59Q: 3 clusters Score -2005215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2005217.125000 Penalty: 3148.862793
	Iteration 60F: 3 clusters Score -2005217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2005215.375000 Penalty: 3148.862793
	Iteration 61Q: 3 clusters Score -2005215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -2005215.375000 Penalty: 3148.862793
	Iteration 62Q: 3 clusters Score -2005215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2005215.125000 Penalty: 3148.862793
	Iteration 63Q: 3 clusters Score -2005215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2005215.750000 Penalty: 3148.862793
	Iteration 64Q: 3 clusters Score -2005216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2005218.000000 Penalty: 3148.862793
	Iteration 65Q: 3 clusters Score -2005218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -2005218.625000 Penalty: 3148.862793
	Iteration 66Q: 3 clusters Score -2005219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2005218.375000 Penalty: 3148.862793
	Iteration 67Q: 3 clusters Score -2005218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2005216.625000 Penalty: 3148.862793
	Iteration 68Q: 3 clusters Score -2005217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -2005218.750000 Penalty: 3148.862793
	Iteration 69Q: 3 clusters Score -2005219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2005216.500000 Penalty: 3148.862793
	Iteration 70Q: 3 clusters Score -2005216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -2005218.375000 Penalty: 3148.862793
	Iteration 71Q: 3 clusters Score -2005218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -2005224.500000 Penalty: 3148.862793
	Iteration 72Q: 3 clusters Score -2005224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2005224.750000 Penalty: 3148.862793
	Iteration 73Q: 3 clusters Score -2005225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2005226.000000 Penalty: 3148.862793
	Iteration 74Q: 3 clusters Score -2005226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -2005228.750000 Penalty: 3148.862793
	Iteration 75Q: 3 clusters Score -2005229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -2005229.750000 Penalty: 3148.862793
	Iteration 76Q: 3 clusters Score -2005230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2005235.875000 Penalty: 3148.862793
	Iteration 77Q: 3 clusters Score -2005236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2005233.750000 Penalty: 3148.862793
	Iteration 78Q: 3 clusters Score -2005234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -2005236.500000 Penalty: 3148.862793
	Iteration 79Q: 3 clusters Score -2005236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -2005238.125000 Penalty: 3148.862793
	Iteration 80F: 3 clusters Score -2005238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2005239.125000 Penalty: 3148.862793
	Iteration 81Q: 3 clusters Score -2005239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -2005239.000000 Penalty: 3148.862793
	Iteration 82Q: 3 clusters Score -2005239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2005245.750000 Penalty: 3148.862793
	Iteration 83Q: 3 clusters Score -2005246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -2005249.250000 Penalty: 3148.862793
	Iteration 84Q: 3 clusters Score -2005249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -2005252.875000 Penalty: 3148.862793
	Iteration 85Q: 3 clusters Score -2005253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2005253.375000 Penalty: 3148.862793
	Iteration 86Q: 3 clusters Score -2005253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2005255.750000 Penalty: 3148.862793
	Iteration 87Q: 3 clusters Score -2005256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2005260.875000 Penalty: 3148.862793
	Iteration 88Q: 3 clusters Score -2005261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2005263.625000 Penalty: 3148.862793
	Iteration 89Q: 3 clusters Score -2005264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2005268.000000 Penalty: 3148.862793
	Iteration 90Q: 3 clusters Score -2005268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2005272.375000 Penalty: 3148.862793
	Iteration 91Q: 3 clusters Score -2005272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2005273.375000 Penalty: 3148.862793
	Iteration 92Q: 3 clusters Score -2005273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2005272.000000 Penalty: 3148.862793
	Iteration 93Q: 3 clusters Score -2005272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2005275.375000 Penalty: 3148.862793
	Iteration 94Q: 3 clusters Score -2005275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2005277.375000 Penalty: 3148.862793
	Iteration 95Q: 3 clusters Score -2005277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2005274.875000 Penalty: 3148.862793
	Iteration 96Q: 3 clusters Score -2005275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -2005278.125000 Penalty: 3148.862793
	Iteration 97Q: 3 clusters Score -2005278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -2005282.250000 Penalty: 3148.862793
	Iteration 98Q: 3 clusters Score -2005282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -2005288.750000 Penalty: 3148.862793
	Iteration 99Q: 3 clusters Score -2005289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2005292.000000 Penalty: 3148.862793
	Iteration 100F: 3 clusters Score -2005292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2005294.750000 Penalty: 3148.862793
	Iteration 101Q: 3 clusters Score -2005295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2005295.750000 Penalty: 3148.862793
	Iteration 102Q: 3 clusters Score -2005296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2005302.000000 Penalty: 3148.862793
	Iteration 103Q: 3 clusters Score -2005302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2005302.375000 Penalty: 3148.862793
	Iteration 104Q: 3 clusters Score -2005302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2005307.125000 Penalty: 3148.862793
	Iteration 105Q: 3 clusters Score -2005307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -2005318.250000 Penalty: 3148.862793
	Iteration 106Q: 3 clusters Score -2005318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2005325.500000 Penalty: 3148.862793
	Iteration 107Q: 3 clusters Score -2005326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2005324.000000 Penalty: 3148.862793
	Iteration 108Q: 3 clusters Score -2005324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -2005330.500000 Penalty: 3148.862793
	Iteration 109Q: 3 clusters Score -2005330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2005333.750000 Penalty: 3148.862793
	Iteration 110Q: 3 clusters Score -2005334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2005333.875000 Penalty: 3148.862793
	Iteration 111Q: 3 clusters Score -2005334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -2005336.875000 Penalty: 3148.862793
	Iteration 112Q: 3 clusters Score -2005337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2005337.000000 Penalty: 3148.862793
	Iteration 113Q: 3 clusters Score -2005337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2005337.875000 Penalty: 3148.862793
	Iteration 114Q: 3 clusters Score -2005338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2005341.125000 Penalty: 3148.862793
	Iteration 115Q: 3 clusters Score -2005341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2005341.875000 Penalty: 3148.862793
	Iteration 116Q: 3 clusters Score -2005342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -2005343.250000 Penalty: 3148.862793
	Iteration 117Q: 3 clusters Score -2005343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2005341.375000 Penalty: 3148.862793
	Iteration 118Q: 3 clusters Score -2005341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2005341.875000 Penalty: 3148.862793
	Iteration 119Q: 3 clusters Score -2005342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2005343.375000 Penalty: 3148.862793
	Iteration 120F: 3 clusters Score -2005343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (102928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102928 members 
Entering Unmasked Estep 
Score: -12999964.000000 Penalty: 1875.540161
	Iteration 0F: 2 clusters Score -1.299996e+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 51526 members 
Entering Unmasked Estep 
Score: -12937400.000000 Penalty: 3751.080322
	Iteration 0F: 3 clusters Score -1.29374e+07 nChanged 49035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52929 members 
Mstep: Class 2 contains 49999 members 
Entering Unmasked Estep 
Score: -12966402.000000 Penalty: 3751.080322
	Iteration 1F: 3 clusters Score -1.29664e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 48458 members 
Entering Unmasked Estep 
Score: -12967901.000000 Penalty: 3751.080322
	Iteration 2Q: 3 clusters Score -1.29679e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56819 members 
Mstep: Class 2 contains 46109 members 
Entering Unmasked Estep 
Score: -12970060.000000 Penalty: 3751.080322
	Iteration 3Q: 3 clusters Score -1.297006e+07 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60195 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -12973353.000000 Penalty: 3751.080322
	Iteration 4F: 3 clusters Score -1.297335e+07 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64498 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -12977312.000000 Penalty: 3751.080322
	Iteration 5F: 3 clusters Score -1.297731e+07 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69540 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -12982178.000000 Penalty: 3751.080322
	Iteration 6F: 3 clusters Score -1.298218e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74637 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -12987493.000000 Penalty: 3751.080322
	Iteration 7F: 3 clusters Score -1.298749e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78859 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -12992442.000000 Penalty: 3751.080322
	Iteration 8F: 3 clusters Score -1.299244e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81722 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -12995645.000000 Penalty: 3751.080322
	Iteration 9Q: 3 clusters Score -1.299564e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83586 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -12997405.000000 Penalty: 3751.080322
	Iteration 10Q: 3 clusters Score -1.29974e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85029 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -12998264.000000 Penalty: 3751.080322
	Iteration 11Q: 3 clusters Score -1.299826e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86250 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -12998925.000000 Penalty: 3751.080322
	Iteration 12Q: 3 clusters Score -1.299892e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87321 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -12999338.000000 Penalty: 3751.080322
	Iteration 13Q: 3 clusters Score -1.299934e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88402 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -12999756.000000 Penalty: 3751.080322
	Iteration 14Q: 3 clusters Score -1.299976e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89435 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -13000073.000000 Penalty: 3751.080322
	Iteration 15Q: 3 clusters Score -1.300007e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90490 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -13000545.000000 Penalty: 3751.080322
	Iteration 16Q: 3 clusters Score -1.300054e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91660 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -13000857.000000 Penalty: 3751.080322
	Iteration 17Q: 3 clusters Score -1.300086e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92965 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -13001078.000000 Penalty: 3751.080322
	Iteration 18Q: 3 clusters Score -1.300108e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94365 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -13001298.000000 Penalty: 3751.080322
	Iteration 19Q: 3 clusters Score -1.30013e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95818 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -13001367.000000 Penalty: 3751.080322
	Iteration 20F: 3 clusters Score -1.300137e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97196 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -13001207.000000 Penalty: 3751.080322
	Iteration 21Q: 3 clusters Score -1.300121e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98426 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -13000818.000000 Penalty: 3751.080322
	Iteration 22Q: 3 clusters Score -1.300082e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99463 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -13000455.000000 Penalty: 3751.080322
	Iteration 23Q: 3 clusters Score -1.300046e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100286 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -13000046.000000 Penalty: 3751.080322
	Iteration 24Q: 3 clusters Score -1.300005e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100881 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -12999833.000000 Penalty: 3751.080322
	Iteration 25Q: 3 clusters Score -1.299983e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101326 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -12999627.000000 Penalty: 3751.080322
	Iteration 26Q: 3 clusters Score -1.299963e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101635 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -12999455.000000 Penalty: 3751.080322
	Iteration 27Q: 3 clusters Score -1.299946e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101861 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -12999366.000000 Penalty: 3751.080322
	Iteration 28Q: 3 clusters Score -1.299937e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102043 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -12999206.000000 Penalty: 3751.080322
	Iteration 29Q: 3 clusters Score -1.299921e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102170 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -12999129.000000 Penalty: 3751.080322
	Iteration 30Q: 3 clusters Score -1.299913e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102253 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -12999037.000000 Penalty: 3751.080322
	Iteration 31Q: 3 clusters Score -1.299904e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102314 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -12999007.000000 Penalty: 3751.080322
	Iteration 32Q: 3 clusters Score -1.299901e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102361 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -12998980.000000 Penalty: 3751.080322
	Iteration 33Q: 3 clusters Score -1.299898e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102399 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -12998951.000000 Penalty: 3751.080322
	Iteration 34Q: 3 clusters Score -1.299895e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102428 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -12998925.000000 Penalty: 3751.080322
	Iteration 35Q: 3 clusters Score -1.299892e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102448 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -12998922.000000 Penalty: 3751.080322
	Iteration 36Q: 3 clusters Score -1.299892e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102466 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -12998914.000000 Penalty: 3751.080322
	Iteration 37Q: 3 clusters Score -1.299891e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102484 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -12998888.000000 Penalty: 3751.080322
	Iteration 38Q: 3 clusters Score -1.299889e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102500 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -12998894.000000 Penalty: 3751.080322
	Iteration 39Q: 3 clusters Score -1.299889e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102510 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -12998879.000000 Penalty: 3751.080322
	Iteration 40F: 3 clusters Score -1.299888e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102518 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -12998874.000000 Penalty: 3751.080322
	Iteration 41Q: 3 clusters Score -1.299887e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102525 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -12998858.000000 Penalty: 3751.080322
	Iteration 42Q: 3 clusters Score -1.299886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102529 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -12998859.000000 Penalty: 3751.080322
	Iteration 43Q: 3 clusters Score -1.299886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102537 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -12998845.000000 Penalty: 3751.080322
	Iteration 44Q: 3 clusters Score -1.299884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102542 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -12998838.000000 Penalty: 3751.080322
	Iteration 45Q: 3 clusters Score -1.299884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102543 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -12998848.000000 Penalty: 3751.080322
	Iteration 46Q: 3 clusters Score -1.299885e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102544 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -12998845.000000 Penalty: 3751.080322
	Iteration 47Q: 3 clusters Score -1.299884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102545 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -12998844.000000 Penalty: 3751.080322
	Iteration 48Q: 3 clusters Score -1.299884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102545 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -12998844.000000 Penalty: 3751.080322
	Iteration 49F: 3 clusters Score -1.299884e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (65843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65843 members 
Entering Unmasked Estep 
Score: -8184151.000000 Penalty: 1802.942017
	Iteration 0F: 2 clusters Score -8184151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -8139978.000000 Penalty: 3605.884033
	Iteration 0F: 3 clusters Score -8139978 nChanged 31331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -8158326.500000 Penalty: 3605.884033
	Iteration 1F: 3 clusters Score -8158326 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -8159426.000000 Penalty: 3605.884033
	Iteration 2Q: 3 clusters Score -8159426 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -8161098.000000 Penalty: 3605.884033
	Iteration 3Q: 3 clusters Score -8161098 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -8163516.000000 Penalty: 3605.884033
	Iteration 4F: 3 clusters Score -8163516 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -8166830.000000 Penalty: 3605.884033
	Iteration 5F: 3 clusters Score -8166830 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -8170878.000000 Penalty: 3605.884033
	Iteration 6F: 3 clusters Score -8170878 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55825 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -8174707.500000 Penalty: 3605.884033
	Iteration 7F: 3 clusters Score -8174708 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59011 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -8177635.000000 Penalty: 3605.884033
	Iteration 8Q: 3 clusters Score -8177635 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61170 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -8179528.000000 Penalty: 3605.884033
	Iteration 9Q: 3 clusters Score -8179528 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62621 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -8180659.000000 Penalty: 3605.884033
	Iteration 10Q: 3 clusters Score -8180659 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63517 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -8181354.500000 Penalty: 3605.884033
	Iteration 11Q: 3 clusters Score -8181354 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64126 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -8181820.500000 Penalty: 3605.884033
	Iteration 12Q: 3 clusters Score -8181820 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64510 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -8182062.500000 Penalty: 3605.884033
	Iteration 13Q: 3 clusters Score -8182062 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64758 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8182233.500000 Penalty: 3605.884033
	Iteration 14Q: 3 clusters Score -8182234 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64919 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -8182333.000000 Penalty: 3605.884033
	Iteration 15Q: 3 clusters Score -8182333 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65029 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8182408.500000 Penalty: 3605.884033
	Iteration 16Q: 3 clusters Score -8182408 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65119 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8182479.500000 Penalty: 3605.884033
	Iteration 17Q: 3 clusters Score -8182480 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65180 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8182535.500000 Penalty: 3605.884033
	Iteration 18Q: 3 clusters Score -8182536 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65223 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8182555.000000 Penalty: 3605.884033
	Iteration 19Q: 3 clusters Score -8182555 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65259 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8182568.500000 Penalty: 3605.884033
	Iteration 20F: 3 clusters Score -8182568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65279 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8182590.000000 Penalty: 3605.884033
	Iteration 21Q: 3 clusters Score -8182590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65306 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8182607.500000 Penalty: 3605.884033
	Iteration 22Q: 3 clusters Score -8182608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65321 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8182625.500000 Penalty: 3605.884033
	Iteration 23Q: 3 clusters Score -8182626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65330 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8182635.500000 Penalty: 3605.884033
	Iteration 24Q: 3 clusters Score -8182636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65337 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8182635.500000 Penalty: 3605.884033
	Iteration 25Q: 3 clusters Score -8182636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65343 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8182649.500000 Penalty: 3605.884033
	Iteration 26Q: 3 clusters Score -8182650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65348 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8182657.500000 Penalty: 3605.884033
	Iteration 27Q: 3 clusters Score -8182658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65351 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8182665.000000 Penalty: 3605.884033
	Iteration 28Q: 3 clusters Score -8182665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65354 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8182658.500000 Penalty: 3605.884033
	Iteration 29Q: 3 clusters Score -8182658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65358 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8182661.500000 Penalty: 3605.884033
	Iteration 30Q: 3 clusters Score -8182662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65361 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8182665.000000 Penalty: 3605.884033
	Iteration 31Q: 3 clusters Score -8182665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65363 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8182671.500000 Penalty: 3605.884033
	Iteration 32Q: 3 clusters Score -8182672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65363 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8182671.000000 Penalty: 3605.884033
	Iteration 33Q: 3 clusters Score -8182671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65364 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8182669.000000 Penalty: 3605.884033
	Iteration 34Q: 3 clusters Score -8182669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65365 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8182671.500000 Penalty: 3605.884033
	Iteration 35Q: 3 clusters Score -8182672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65366 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8182671.500000 Penalty: 3605.884033
	Iteration 36Q: 3 clusters Score -8182672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65370 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8182670.500000 Penalty: 3605.884033
	Iteration 37Q: 3 clusters Score -8182670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65371 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8182677.500000 Penalty: 3605.884033
	Iteration 38Q: 3 clusters Score -8182678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65370 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8182676.500000 Penalty: 3605.884033
	Iteration 39Q: 3 clusters Score -8182676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65370 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8182676.500000 Penalty: 3605.884033
	Iteration 40F: 3 clusters Score -8182676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (43211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Entering Unmasked Estep 
Score: -5402648.500000 Penalty: 1734.500610
	Iteration 0F: 2 clusters Score -5402648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -5373800.500000 Penalty: 3469.001221
	Iteration 0F: 3 clusters Score -5373800 nChanged 20085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -5384962.000000 Penalty: 3469.001221
	Iteration 1F: 3 clusters Score -5384962 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -5385546.500000 Penalty: 3469.001221
	Iteration 2Q: 3 clusters Score -5385546 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -5386268.000000 Penalty: 3469.001221
	Iteration 3Q: 3 clusters Score -5386268 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -5387239.000000 Penalty: 3469.001221
	Iteration 4F: 3 clusters Score -5387239 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -5388522.500000 Penalty: 3469.001221
	Iteration 5F: 3 clusters Score -5388522 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -5390427.500000 Penalty: 3469.001221
	Iteration 6F: 3 clusters Score -5390428 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -5392552.500000 Penalty: 3469.001221
	Iteration 7F: 3 clusters Score -5392552 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -5394882.500000 Penalty: 3469.001221
	Iteration 8F: 3 clusters Score -5394882 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -5396935.500000 Penalty: 3469.001221
	Iteration 9Q: 3 clusters Score -5396936 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -5398446.500000 Penalty: 3469.001221
	Iteration 10Q: 3 clusters Score -5398446 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -5399286.000000 Penalty: 3469.001221
	Iteration 11Q: 3 clusters Score -5399286 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -5399679.500000 Penalty: 3469.001221
	Iteration 12Q: 3 clusters Score -5399680 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -5399886.000000 Penalty: 3469.001221
	Iteration 13Q: 3 clusters Score -5399886 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -5400045.500000 Penalty: 3469.001221
	Iteration 14Q: 3 clusters Score -5400046 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -5400192.000000 Penalty: 3469.001221
	Iteration 15Q: 3 clusters Score -5400192 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -5400311.500000 Penalty: 3469.001221
	Iteration 16Q: 3 clusters Score -5400312 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -5400397.500000 Penalty: 3469.001221
	Iteration 17Q: 3 clusters Score -5400398 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -5400458.000000 Penalty: 3469.001221
	Iteration 18Q: 3 clusters Score -5400458 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -5400557.000000 Penalty: 3469.001221
	Iteration 19Q: 3 clusters Score -5400557 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -5400606.500000 Penalty: 3469.001221
	Iteration 20F: 3 clusters Score -5400606 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -5400642.500000 Penalty: 3469.001221
	Iteration 21Q: 3 clusters Score -5400642 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -5400691.000000 Penalty: 3469.001221
	Iteration 22Q: 3 clusters Score -5400691 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -5400741.500000 Penalty: 3469.001221
	Iteration 23Q: 3 clusters Score -5400742 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -5400777.500000 Penalty: 3469.001221
	Iteration 24Q: 3 clusters Score -5400778 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -5400823.000000 Penalty: 3469.001221
	Iteration 25Q: 3 clusters Score -5400823 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -5400852.000000 Penalty: 3469.001221
	Iteration 26Q: 3 clusters Score -5400852 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -5400895.000000 Penalty: 3469.001221
	Iteration 27Q: 3 clusters Score -5400895 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -5400937.500000 Penalty: 3469.001221
	Iteration 28Q: 3 clusters Score -5400938 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -5400952.500000 Penalty: 3469.001221
	Iteration 29Q: 3 clusters Score -5400952 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -5400967.500000 Penalty: 3469.001221
	Iteration 30Q: 3 clusters Score -5400968 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -5400984.500000 Penalty: 3469.001221
	Iteration 31Q: 3 clusters Score -5400984 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -5400995.500000 Penalty: 3469.001221
	Iteration 32Q: 3 clusters Score -5400996 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -5401016.000000 Penalty: 3469.001221
	Iteration 33Q: 3 clusters Score -5401016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -5401020.000000 Penalty: 3469.001221
	Iteration 34Q: 3 clusters Score -5401020 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -5401041.500000 Penalty: 3469.001221
	Iteration 35Q: 3 clusters Score -5401042 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -5401041.500000 Penalty: 3469.001221
	Iteration 36Q: 3 clusters Score -5401042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -5401049.500000 Penalty: 3469.001221
	Iteration 37Q: 3 clusters Score -5401050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -5401062.000000 Penalty: 3469.001221
	Iteration 38Q: 3 clusters Score -5401062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 41981 members 
Entering Unmasked Estep 
Score: -5401081.000000 Penalty: 3469.001221
	Iteration 39Q: 3 clusters Score -5401081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -5401084.000000 Penalty: 3469.001221
	Iteration 40F: 3 clusters Score -5401084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -5401102.000000 Penalty: 3469.001221
	Iteration 41Q: 3 clusters Score -5401102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -5401100.500000 Penalty: 3469.001221
	Iteration 42Q: 3 clusters Score -5401100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -5401113.500000 Penalty: 3469.001221
	Iteration 43Q: 3 clusters Score -5401114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -5401128.500000 Penalty: 3469.001221
	Iteration 44Q: 3 clusters Score -5401128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -5401137.000000 Penalty: 3469.001221
	Iteration 45Q: 3 clusters Score -5401137 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -5401138.000000 Penalty: 3469.001221
	Iteration 46Q: 3 clusters Score -5401138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -5401149.500000 Penalty: 3469.001221
	Iteration 47Q: 3 clusters Score -5401150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -5401143.000000 Penalty: 3469.001221
	Iteration 48Q: 3 clusters Score -5401143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -5401148.000000 Penalty: 3469.001221
	Iteration 49Q: 3 clusters Score -5401148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -5401145.000000 Penalty: 3469.001221
	Iteration 50Q: 3 clusters Score -5401145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -5401147.500000 Penalty: 3469.001221
	Iteration 51Q: 3 clusters Score -5401148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -5401154.500000 Penalty: 3469.001221
	Iteration 52Q: 3 clusters Score -5401154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -5401156.500000 Penalty: 3469.001221
	Iteration 53Q: 3 clusters Score -5401156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -5401159.500000 Penalty: 3469.001221
	Iteration 54Q: 3 clusters Score -5401160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -5401159.500000 Penalty: 3469.001221
	Iteration 55Q: 3 clusters Score -5401160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -5401159.000000 Penalty: 3469.001221
	Iteration 56Q: 3 clusters Score -5401159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -5401161.500000 Penalty: 3469.001221
	Iteration 57Q: 3 clusters Score -5401162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 42237 members 
Entering Unmasked Estep 
Score: -5401164.000000 Penalty: 3469.001221
	Iteration 58Q: 3 clusters Score -5401164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -5401164.500000 Penalty: 3469.001221
	Iteration 59Q: 3 clusters Score -5401164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -5401166.500000 Penalty: 3469.001221
	Iteration 60F: 3 clusters Score -5401166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -5401169.000000 Penalty: 3469.001221
	Iteration 61Q: 3 clusters Score -5401169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -5401170.000000 Penalty: 3469.001221
	Iteration 62Q: 3 clusters Score -5401170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -5401162.500000 Penalty: 3469.001221
	Iteration 63Q: 3 clusters Score -5401162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -5401166.500000 Penalty: 3469.001221
	Iteration 64Q: 3 clusters Score -5401166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -5401164.000000 Penalty: 3469.001221
	Iteration 65Q: 3 clusters Score -5401164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -5401168.500000 Penalty: 3469.001221
	Iteration 66Q: 3 clusters Score -5401168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 42264 members 
Entering Unmasked Estep 
Score: -5401169.000000 Penalty: 3469.001221
	Iteration 67Q: 3 clusters Score -5401169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -5401173.500000 Penalty: 3469.001221
	Iteration 68Q: 3 clusters Score -5401174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -5401179.000000 Penalty: 3469.001221
	Iteration 69Q: 3 clusters Score -5401179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -5401179.000000 Penalty: 3469.001221
	Iteration 70F: 3 clusters Score -5401179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -52612.238281 Penalty: 1007.252808
	Iteration 0F: 2 clusters Score -52612.24 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 232 members 
Entering Unmasked Estep 
Score: -51606.628906 Penalty: 2014.505615
	Iteration 0F: 3 clusters Score -51606.63 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51859.117188 Penalty: 2014.505615
	Iteration 1F: 3 clusters Score -51859.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -51953.011719 Penalty: 2014.505615
	Iteration 2F: 3 clusters Score -51953.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -52057.757812 Penalty: 2014.505615
	Iteration 3F: 3 clusters Score -52057.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -52111.507812 Penalty: 2014.505615
	Iteration 4F: 3 clusters Score -52111.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -52148.980469 Penalty: 2014.505615
	Iteration 5Q: 3 clusters Score -52148.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -52169.976562 Penalty: 2014.505615
	Iteration 6Q: 3 clusters Score -52169.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -52175.851562 Penalty: 2014.505615
	Iteration 7Q: 3 clusters Score -52175.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -52183.246094 Penalty: 2014.505615
	Iteration 8Q: 3 clusters Score -52183.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -52184.992188 Penalty: 2014.505615
	Iteration 9Q: 3 clusters Score -52184.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -52187.035156 Penalty: 2014.505615
	Iteration 10Q: 3 clusters Score -52187.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -52188.101562 Penalty: 2014.505615
	Iteration 11Q: 3 clusters Score -52188.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -52188.101562 Penalty: 2014.505615
	Iteration 12F: 3 clusters Score -52188.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -116303.414062 Penalty: 1126.997681
	Iteration 0F: 2 clusters Score -116303.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -114853.640625 Penalty: 2253.995361
	Iteration 0F: 3 clusters Score -114853.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -115147.398438 Penalty: 2253.995361
	Iteration 1F: 3 clusters Score -115147.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -115333.804688 Penalty: 2253.995361
	Iteration 2F: 3 clusters Score -115333.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -115543.781250 Penalty: 2253.995361
	Iteration 3F: 3 clusters Score -115543.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -115738.796875 Penalty: 2253.995361
	Iteration 4F: 3 clusters Score -115738.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -115910.937500 Penalty: 2253.995361
	Iteration 5F: 3 clusters Score -115910.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -116035.843750 Penalty: 2253.995361
	Iteration 6Q: 3 clusters Score -116035.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -116171.453125 Penalty: 2253.995361
	Iteration 7Q: 3 clusters Score -116171.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -116315.468750 Penalty: 2253.995361
	Iteration 8Q: 3 clusters Score -116315.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -116382.507812 Penalty: 2253.995361
	Iteration 9Q: 3 clusters Score -116382.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -116417.148438 Penalty: 2253.995361
	Iteration 10Q: 3 clusters Score -116417.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -116444.437500 Penalty: 2253.995361
	Iteration 11Q: 3 clusters Score -116444.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -116466.515625 Penalty: 2253.995361
	Iteration 12Q: 3 clusters Score -116466.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -116481.054688 Penalty: 2253.995361
	Iteration 13Q: 3 clusters Score -116481.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -116488.164062 Penalty: 2253.995361
	Iteration 14Q: 3 clusters Score -116488.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -116495.984375 Penalty: 2253.995361
	Iteration 15Q: 3 clusters Score -116496 nChanged 3
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: -116499.976562 Penalty: 2253.995361
	Iteration 16Q: 3 clusters Score -116500 nChanged 0
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: -116499.976562 Penalty: 2253.995361
	Iteration 17F: 3 clusters Score -116500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 103751 members 
Mstep: Class 3 contains 329 members 
Mstep: Class 4 contains 2067 members 
Mstep: Class 5 contains 66532 members 
Mstep: Class 6 contains 26653 members 
Mstep: Class 7 contains 10653 members 
Mstep: Class 8 contains 44254 members 
Mstep: Class 9 contains 99180 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 7051 members 
Mstep: Class 12 contains 1018 members 
Mstep: Class 13 contains 96379 members 
Mstep: Class 14 contains 35246 members 
Mstep: Class 15 contains 105477 members 
Mstep: Class 16 contains 3508 members 
Mstep: Class 17 contains 7216 members 
Mstep: Class 18 contains 9780 members 
Mstep: Class 19 contains 14425 members 
Mstep: Class 20 contains 6369 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 16136 members 
Mstep: Class 23 contains 102928 members 
Mstep: Class 24 contains 65843 members 
Mstep: Class 25 contains 43211 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 516 members 
Mstep: Class 28 contains 2775 members 
Mstep: Class 29 contains 6744 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9309 members 
Mstep: Class 32 contains 353 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7164 members 
Mstep: Class 36 contains 444 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 5542 members 
Mstep: Class 41 contains 512 members 
Entering Unmasked Estep 
Score: -111783776.000000 Penalty: 91479.007812
Splitting cluster 27 changes total score from -111784752.000000 to -111783776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (2775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Entering Unmasked Estep 
Score: -334685.000000 Penalty: 1288.365967
	Iteration 0F: 2 clusters Score -334685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -332121.875000 Penalty: 2576.731934
	Iteration 0F: 3 clusters Score -332121.9 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -332834.687500 Penalty: 2576.731934
	Iteration 1F: 3 clusters Score -332834.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -333050.625000 Penalty: 2576.731934
	Iteration 2F: 3 clusters Score -333050.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -333184.781250 Penalty: 2576.731934
	Iteration 3F: 3 clusters Score -333184.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -333284.968750 Penalty: 2576.731934
	Iteration 4Q: 3 clusters Score -333285 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -333359.031250 Penalty: 2576.731934
	Iteration 5Q: 3 clusters Score -333359 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -333406.468750 Penalty: 2576.731934
	Iteration 6Q: 3 clusters Score -333406.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -333440.437500 Penalty: 2576.731934
	Iteration 7Q: 3 clusters Score -333440.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -333476.062500 Penalty: 2576.731934
	Iteration 8Q: 3 clusters Score -333476.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -333495.968750 Penalty: 2576.731934
	Iteration 9Q: 3 clusters Score -333496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -333509.750000 Penalty: 2576.731934
	Iteration 10Q: 3 clusters Score -333509.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -333519.312500 Penalty: 2576.731934
	Iteration 11Q: 3 clusters Score -333519.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -333525.062500 Penalty: 2576.731934
	Iteration 12Q: 3 clusters Score -333525.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -333527.312500 Penalty: 2576.731934
	Iteration 13Q: 3 clusters Score -333527.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -333527.875000 Penalty: 2576.731934
	Iteration 14Q: 3 clusters Score -333527.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -333527.343750 Penalty: 2576.731934
	Iteration 15Q: 3 clusters Score -333527.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -333527.343750 Penalty: 2576.731934
	Iteration 16F: 3 clusters Score -333527.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Entering Unmasked Estep 
Score: -834283.812500 Penalty: 1432.666382
	Iteration 0F: 2 clusters Score -834283.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -829221.187500 Penalty: 2865.332764
	Iteration 0F: 3 clusters Score -829221.2 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -830708.625000 Penalty: 2865.332764
	Iteration 1F: 3 clusters Score -830708.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -830917.187500 Penalty: 2865.332764
	Iteration 2F: 3 clusters Score -830917.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -831076.312500 Penalty: 2865.332764
	Iteration 3F: 3 clusters Score -831076.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -831222.437500 Penalty: 2865.332764
	Iteration 4Q: 3 clusters Score -831222.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -831340.125000 Penalty: 2865.332764
	Iteration 5Q: 3 clusters Score -831340.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -831460.312500 Penalty: 2865.332764
	Iteration 6Q: 3 clusters Score -831460.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -831613.312500 Penalty: 2865.332764
	Iteration 7Q: 3 clusters Score -831613.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -831795.625000 Penalty: 2865.332764
	Iteration 8Q: 3 clusters Score -831795.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -831997.250000 Penalty: 2865.332764
	Iteration 9Q: 3 clusters Score -831997.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -832184.500000 Penalty: 2865.332764
	Iteration 10Q: 3 clusters Score -832184.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -832352.250000 Penalty: 2865.332764
	Iteration 11Q: 3 clusters Score -832352.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -832480.562500 Penalty: 2865.332764
	Iteration 12Q: 3 clusters Score -832480.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -832590.375000 Penalty: 2865.332764
	Iteration 13Q: 3 clusters Score -832590.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -832687.437500 Penalty: 2865.332764
	Iteration 14Q: 3 clusters Score -832687.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -832807.125000 Penalty: 2865.332764
	Iteration 15Q: 3 clusters Score -832807.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -832984.937500 Penalty: 2865.332764
	Iteration 16Q: 3 clusters Score -832984.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -833216.750000 Penalty: 2865.332764
	Iteration 17Q: 3 clusters Score -833216.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -833437.625000 Penalty: 2865.332764
	Iteration 18Q: 3 clusters Score -833437.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -833641.562500 Penalty: 2865.332764
	Iteration 19Q: 3 clusters Score -833641.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -833784.187500 Penalty: 2865.332764
	Iteration 20F: 3 clusters Score -833784.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -833902.687500 Penalty: 2865.332764
	Iteration 21Q: 3 clusters Score -833902.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -834020.750000 Penalty: 2865.332764
	Iteration 22Q: 3 clusters Score -834020.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -834177.875000 Penalty: 2865.332764
	Iteration 23Q: 3 clusters Score -834177.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -834375.312500 Penalty: 2865.332764
	Iteration 24Q: 3 clusters Score -834375.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -834488.375000 Penalty: 2865.332764
	Iteration 25Q: 3 clusters Score -834488.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -834528.875000 Penalty: 2865.332764
	Iteration 26Q: 3 clusters Score -834528.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -834538.000000 Penalty: 2865.332764
	Iteration 27Q: 3 clusters Score -834538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -834540.562500 Penalty: 2865.332764
	Iteration 28Q: 3 clusters Score -834540.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -834542.437500 Penalty: 2865.332764
	Iteration 29Q: 3 clusters Score -834542.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -834543.750000 Penalty: 2865.332764
	Iteration 30Q: 3 clusters Score -834543.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -834543.250000 Penalty: 2865.332764
	Iteration 31Q: 3 clusters Score -834543.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -834544.000000 Penalty: 2865.332764
	Iteration 32Q: 3 clusters Score -834544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -834545.062500 Penalty: 2865.332764
	Iteration 33Q: 3 clusters Score -834545.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -834545.312500 Penalty: 2865.332764
	Iteration 34Q: 3 clusters Score -834545.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -834545.375000 Penalty: 2865.332764
	Iteration 35Q: 3 clusters Score -834545.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -834545.375000 Penalty: 2865.332764
	Iteration 36Q: 3 clusters Score -834545.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -834544.812500 Penalty: 2865.332764
	Iteration 37Q: 3 clusters Score -834544.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -834544.812500 Penalty: 2865.332764
	Iteration 38F: 3 clusters Score -834544.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 103751 members 
Mstep: Class 3 contains 329 members 
Mstep: Class 4 contains 2067 members 
Mstep: Class 5 contains 66532 members 
Mstep: Class 6 contains 26653 members 
Mstep: Class 7 contains 10653 members 
Mstep: Class 8 contains 44254 members 
Mstep: Class 9 contains 99180 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 7051 members 
Mstep: Class 12 contains 1018 members 
Mstep: Class 13 contains 96379 members 
Mstep: Class 14 contains 35246 members 
Mstep: Class 15 contains 105477 members 
Mstep: Class 16 contains 3508 members 
Mstep: Class 17 contains 7216 members 
Mstep: Class 18 contains 9780 members 
Mstep: Class 19 contains 14425 members 
Mstep: Class 20 contains 6369 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 16136 members 
Mstep: Class 23 contains 102928 members 
Mstep: Class 24 contains 65843 members 
Mstep: Class 25 contains 43211 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2775 members 
Mstep: Class 29 contains 1686 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9309 members 
Mstep: Class 32 contains 353 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7164 members 
Mstep: Class 36 contains 444 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 5542 members 
Mstep: Class 41 contains 5058 members 
Entering Unmasked Estep 
Score: -111784208.000000 Penalty: 91479.007812
Splitting cluster 29 changes total score from -111784752.000000 to -111784208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Entering Unmasked Estep 
Score: -149934.609375 Penalty: 1178.112915
	Iteration 0F: 2 clusters Score -149934.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -148271.796875 Penalty: 2356.225830
	Iteration 0F: 3 clusters Score -148271.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -148743.578125 Penalty: 2356.225830
	Iteration 1F: 3 clusters Score -148743.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -148928.640625 Penalty: 2356.225830
	Iteration 2F: 3 clusters Score -148928.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -149108.515625 Penalty: 2356.225830
	Iteration 3F: 3 clusters Score -149108.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -149289.109375 Penalty: 2356.225830
	Iteration 4F: 3 clusters Score -149289.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -149440.468750 Penalty: 2356.225830
	Iteration 5F: 3 clusters Score -149440.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -149522.718750 Penalty: 2356.225830
	Iteration 6Q: 3 clusters Score -149522.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -149569.109375 Penalty: 2356.225830
	Iteration 7Q: 3 clusters Score -149569.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -149599.359375 Penalty: 2356.225830
	Iteration 8Q: 3 clusters Score -149599.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -149630.359375 Penalty: 2356.225830
	Iteration 9Q: 3 clusters Score -149630.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -149653.687500 Penalty: 2356.225830
	Iteration 10Q: 3 clusters Score -149653.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -149670.000000 Penalty: 2356.225830
	Iteration 11Q: 3 clusters Score -149670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -149682.421875 Penalty: 2356.225830
	Iteration 12Q: 3 clusters Score -149682.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -149699.484375 Penalty: 2356.225830
	Iteration 13Q: 3 clusters Score -149699.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -149707.218750 Penalty: 2356.225830
	Iteration 14Q: 3 clusters Score -149707.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -149709.406250 Penalty: 2356.225830
	Iteration 15Q: 3 clusters Score -149709.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -149710.453125 Penalty: 2356.225830
	Iteration 16Q: 3 clusters Score -149710.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -149712.187500 Penalty: 2356.225830
	Iteration 17Q: 3 clusters Score -149712.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -149712.187500 Penalty: 2356.225830
	Iteration 18F: 3 clusters Score -149712.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Entering Unmasked Estep 
Score: -1161867.750000 Penalty: 1485.044678
	Iteration 0F: 2 clusters Score -1161868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1155108.750000 Penalty: 2970.089355
	Iteration 0F: 3 clusters Score -1155109 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1157321.000000 Penalty: 2970.089355
	Iteration 1F: 3 clusters Score -1157321 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1157650.000000 Penalty: 2970.089355
	Iteration 2F: 3 clusters Score -1157650 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1157950.750000 Penalty: 2970.089355
	Iteration 3F: 3 clusters Score -1157951 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1158193.750000 Penalty: 2970.089355
	Iteration 4F: 3 clusters Score -1158194 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1158383.875000 Penalty: 2970.089355
	Iteration 5Q: 3 clusters Score -1158384 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1158571.000000 Penalty: 2970.089355
	Iteration 6Q: 3 clusters Score -1158571 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1158778.875000 Penalty: 2970.089355
	Iteration 7Q: 3 clusters Score -1158779 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1159014.875000 Penalty: 2970.089355
	Iteration 8Q: 3 clusters Score -1159015 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1159267.750000 Penalty: 2970.089355
	Iteration 9Q: 3 clusters Score -1159268 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1159551.500000 Penalty: 2970.089355
	Iteration 10Q: 3 clusters Score -1159552 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1159843.000000 Penalty: 2970.089355
	Iteration 11Q: 3 clusters Score -1159843 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1160072.125000 Penalty: 2970.089355
	Iteration 12Q: 3 clusters Score -1160072 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1160248.375000 Penalty: 2970.089355
	Iteration 13Q: 3 clusters Score -1160248 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1160395.750000 Penalty: 2970.089355
	Iteration 14Q: 3 clusters Score -1160396 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1160522.625000 Penalty: 2970.089355
	Iteration 15Q: 3 clusters Score -1160523 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1160632.000000 Penalty: 2970.089355
	Iteration 16Q: 3 clusters Score -1160632 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1160728.125000 Penalty: 2970.089355
	Iteration 17Q: 3 clusters Score -1160728 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1160800.500000 Penalty: 2970.089355
	Iteration 18Q: 3 clusters Score -1160800 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1160847.375000 Penalty: 2970.089355
	Iteration 19Q: 3 clusters Score -1160847 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1160880.625000 Penalty: 2970.089355
	Iteration 20F: 3 clusters Score -1160881 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1160911.000000 Penalty: 2970.089355
	Iteration 21Q: 3 clusters Score -1160911 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1160935.875000 Penalty: 2970.089355
	Iteration 22Q: 3 clusters Score -1160936 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1160952.125000 Penalty: 2970.089355
	Iteration 23Q: 3 clusters Score -1160952 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1160966.000000 Penalty: 2970.089355
	Iteration 24Q: 3 clusters Score -1160966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1160985.125000 Penalty: 2970.089355
	Iteration 25Q: 3 clusters Score -1160985 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1161006.375000 Penalty: 2970.089355
	Iteration 26Q: 3 clusters Score -1161006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1161013.000000 Penalty: 2970.089355
	Iteration 27Q: 3 clusters Score -1161013 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1161021.625000 Penalty: 2970.089355
	Iteration 28Q: 3 clusters Score -1161022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1161030.500000 Penalty: 2970.089355
	Iteration 29Q: 3 clusters Score -1161030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1161039.625000 Penalty: 2970.089355
	Iteration 30Q: 3 clusters Score -1161040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1161044.375000 Penalty: 2970.089355
	Iteration 31Q: 3 clusters Score -1161044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1161049.375000 Penalty: 2970.089355
	Iteration 32Q: 3 clusters Score -1161049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1161055.000000 Penalty: 2970.089355
	Iteration 33Q: 3 clusters Score -1161055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1161057.500000 Penalty: 2970.089355
	Iteration 34Q: 3 clusters Score -1161058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1161057.250000 Penalty: 2970.089355
	Iteration 35Q: 3 clusters Score -1161057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1161058.500000 Penalty: 2970.089355
	Iteration 36Q: 3 clusters Score -1161058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1161056.125000 Penalty: 2970.089355
	Iteration 37Q: 3 clusters Score -1161056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1161056.375000 Penalty: 2970.089355
	Iteration 38Q: 3 clusters Score -1161056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1161056.375000 Penalty: 2970.089355
	Iteration 39F: 3 clusters Score -1161056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Entering Unmasked Estep 
Score: -13298.760742 Penalty: 953.301025
	Iteration 0F: 2 clusters Score -13298.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12471.379883 Penalty: 1906.602051
	Iteration 0F: 3 clusters Score -12471.38 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12942.768555 Penalty: 1906.602051
	Iteration 1F: 3 clusters Score -12942.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13189.823242 Penalty: 1906.602051
	Iteration 2F: 3 clusters Score -13189.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13475.642578 Penalty: 1906.602051
	Iteration 3F: 3 clusters Score -13475.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13684.461914 Penalty: 1906.602051
	Iteration 4Q: 3 clusters Score -13684.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13886.416992 Penalty: 1906.602051
	Iteration 5Q: 3 clusters Score -13886.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14023.722656 Penalty: 1906.602051
	Iteration 6Q: 3 clusters Score -14023.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14054.251953 Penalty: 1906.602051
	Iteration 7Q: 3 clusters Score -14054.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14059.316406 Penalty: 1906.602051
	Iteration 8Q: 3 clusters Score -14059.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14059.316406 Penalty: 1906.602051
	Iteration 9F: 3 clusters Score -14059.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 103751 members 
Mstep: Class 3 contains 329 members 
Mstep: Class 4 contains 2067 members 
Mstep: Class 5 contains 66532 members 
Mstep: Class 6 contains 26653 members 
Mstep: Class 7 contains 10653 members 
Mstep: Class 8 contains 44254 members 
Mstep: Class 9 contains 99180 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 7051 members 
Mstep: Class 12 contains 1018 members 
Mstep: Class 13 contains 96379 members 
Mstep: Class 14 contains 35246 members 
Mstep: Class 15 contains 105477 members 
Mstep: Class 16 contains 3508 members 
Mstep: Class 17 contains 7216 members 
Mstep: Class 18 contains 9780 members 
Mstep: Class 19 contains 14425 members 
Mstep: Class 20 contains 6369 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 16136 members 
Mstep: Class 23 contains 102928 members 
Mstep: Class 24 contains 65843 members 
Mstep: Class 25 contains 43211 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2775 members 
Mstep: Class 29 contains 6744 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9309 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7164 members 
Mstep: Class 36 contains 444 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 5542 members 
Mstep: Class 41 contains 161 members 
Entering Unmasked Estep 
Score: -111784488.000000 Penalty: 91479.007812
Splitting cluster 32 changes total score from -111784752.000000 to -111784488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (3108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Entering Unmasked Estep 
Score: -376956.468750 Penalty: 1306.781860
	Iteration 0F: 2 clusters Score -376956.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -374205.843750 Penalty: 2613.563721
	Iteration 0F: 3 clusters Score -374205.8 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -375053.000000 Penalty: 2613.563721
	Iteration 1F: 3 clusters Score -375053 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -375304.500000 Penalty: 2613.563721
	Iteration 2F: 3 clusters Score -375304.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -375472.125000 Penalty: 2613.563721
	Iteration 3F: 3 clusters Score -375472.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -375628.968750 Penalty: 2613.563721
	Iteration 4F: 3 clusters Score -375629 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -375767.406250 Penalty: 2613.563721
	Iteration 5Q: 3 clusters Score -375767.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -375898.625000 Penalty: 2613.563721
	Iteration 6Q: 3 clusters Score -375898.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -376020.437500 Penalty: 2613.563721
	Iteration 7Q: 3 clusters Score -376020.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -376124.593750 Penalty: 2613.563721
	Iteration 8Q: 3 clusters Score -376124.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -376238.218750 Penalty: 2613.563721
	Iteration 9Q: 3 clusters Score -376238.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -376384.218750 Penalty: 2613.563721
	Iteration 10Q: 3 clusters Score -376384.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -376504.000000 Penalty: 2613.563721
	Iteration 11Q: 3 clusters Score -376504 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -376590.781250 Penalty: 2613.563721
	Iteration 12Q: 3 clusters Score -376590.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -376627.687500 Penalty: 2613.563721
	Iteration 13Q: 3 clusters Score -376627.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -376647.312500 Penalty: 2613.563721
	Iteration 14Q: 3 clusters Score -376647.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -376659.312500 Penalty: 2613.563721
	Iteration 15Q: 3 clusters Score -376659.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -376667.031250 Penalty: 2613.563721
	Iteration 16Q: 3 clusters Score -376667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -376674.031250 Penalty: 2613.563721
	Iteration 17Q: 3 clusters Score -376674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -376680.281250 Penalty: 2613.563721
	Iteration 18Q: 3 clusters Score -376680.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -376686.156250 Penalty: 2613.563721
	Iteration 19Q: 3 clusters Score -376686.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -376696.687500 Penalty: 2613.563721
	Iteration 20F: 3 clusters Score -376696.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -376705.031250 Penalty: 2613.563721
	Iteration 21Q: 3 clusters Score -376705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -376713.875000 Penalty: 2613.563721
	Iteration 22Q: 3 clusters Score -376713.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -376721.218750 Penalty: 2613.563721
	Iteration 23Q: 3 clusters Score -376721.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -376734.125000 Penalty: 2613.563721
	Iteration 24Q: 3 clusters Score -376734.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -376748.843750 Penalty: 2613.563721
	Iteration 25Q: 3 clusters Score -376748.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -376768.718750 Penalty: 2613.563721
	Iteration 26Q: 3 clusters Score -376768.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -376797.781250 Penalty: 2613.563721
	Iteration 27Q: 3 clusters Score -376797.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -376868.906250 Penalty: 2613.563721
	Iteration 28Q: 3 clusters Score -376868.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -376914.625000 Penalty: 2613.563721
	Iteration 29Q: 3 clusters Score -376914.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -376946.562500 Penalty: 2613.563721
	Iteration 30Q: 3 clusters Score -376946.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -376967.031250 Penalty: 2613.563721
	Iteration 31Q: 3 clusters Score -376967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -376980.343750 Penalty: 2613.563721
	Iteration 32Q: 3 clusters Score -376980.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -376987.562500 Penalty: 2613.563721
	Iteration 33Q: 3 clusters Score -376987.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -376989.437500 Penalty: 2613.563721
	Iteration 34Q: 3 clusters Score -376989.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -376989.718750 Penalty: 2613.563721
	Iteration 35Q: 3 clusters Score -376989.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -376990.406250 Penalty: 2613.563721
	Iteration 36Q: 3 clusters Score -376990.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -376990.843750 Penalty: 2613.563721
	Iteration 37Q: 3 clusters Score -376990.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -376991.437500 Penalty: 2613.563721
	Iteration 38Q: 3 clusters Score -376991.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -376991.718750 Penalty: 2613.563721
	Iteration 39Q: 3 clusters Score -376991.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -376991.968750 Penalty: 2613.563721
	Iteration 40F: 3 clusters Score -376992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -376992.031250 Penalty: 2613.563721
	Iteration 41Q: 3 clusters Score -376992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -376992.062500 Penalty: 2613.563721
	Iteration 42Q: 3 clusters Score -376992.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -376993.031250 Penalty: 2613.563721
	Iteration 43Q: 3 clusters Score -376993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -376993.031250 Penalty: 2613.563721
	Iteration 44F: 3 clusters Score -376993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 103751 members 
Mstep: Class 3 contains 329 members 
Mstep: Class 4 contains 2067 members 
Mstep: Class 5 contains 66532 members 
Mstep: Class 6 contains 26653 members 
Mstep: Class 7 contains 10653 members 
Mstep: Class 8 contains 44254 members 
Mstep: Class 9 contains 99180 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 7051 members 
Mstep: Class 12 contains 1018 members 
Mstep: Class 13 contains 96379 members 
Mstep: Class 14 contains 35246 members 
Mstep: Class 15 contains 105477 members 
Mstep: Class 16 contains 3508 members 
Mstep: Class 17 contains 7216 members 
Mstep: Class 18 contains 9780 members 
Mstep: Class 19 contains 14425 members 
Mstep: Class 20 contains 6369 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 16136 members 
Mstep: Class 23 contains 102928 members 
Mstep: Class 24 contains 65843 members 
Mstep: Class 25 contains 43211 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2775 members 
Mstep: Class 29 contains 6744 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9309 members 
Mstep: Class 32 contains 353 members 
Mstep: Class 33 contains 1577 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7164 members 
Mstep: Class 36 contains 444 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 5542 members 
Mstep: Class 41 contains 1531 members 
Entering Unmasked Estep 
Score: -111784040.000000 Penalty: 91479.007812
Splitting cluster 33 changes total score from -111784752.000000 to -111784040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -40201.996094 Penalty: 989.469849
	Iteration 0F: 2 clusters Score -40202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -39235.164062 Penalty: 1978.939697
	Iteration 0F: 3 clusters Score -39235.16 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -39456.179688 Penalty: 1978.939697
	Iteration 1F: 3 clusters Score -39456.18 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -39591.644531 Penalty: 1978.939697
	Iteration 2F: 3 clusters Score -39591.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -39703.210938 Penalty: 1978.939697
	Iteration 3F: 3 clusters Score -39703.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -39772.378906 Penalty: 1978.939697
	Iteration 4Q: 3 clusters Score -39772.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -39835.777344 Penalty: 1978.939697
	Iteration 5Q: 3 clusters Score -39835.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -39907.031250 Penalty: 1978.939697
	Iteration 6Q: 3 clusters Score -39907.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -39931.144531 Penalty: 1978.939697
	Iteration 7Q: 3 clusters Score -39931.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -39960.339844 Penalty: 1978.939697
	Iteration 8Q: 3 clusters Score -39960.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -39961.273438 Penalty: 1978.939697
	Iteration 9Q: 3 clusters Score -39961.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -39961.273438 Penalty: 1978.939697
	Iteration 10F: 3 clusters Score -39961.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Entering Unmasked Estep 
Score: -840983.062500 Penalty: 1442.483765
	Iteration 0F: 2 clusters Score -840983.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -835829.062500 Penalty: 2884.967529
	Iteration 0F: 3 clusters Score -835829.1 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -837983.250000 Penalty: 2884.967529
	Iteration 1F: 3 clusters Score -837983.2 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -838605.125000 Penalty: 2884.967529
	Iteration 2F: 3 clusters Score -838605.1 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -839122.125000 Penalty: 2884.967529
	Iteration 3F: 3 clusters Score -839122.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -839574.562500 Penalty: 2884.967529
	Iteration 4F: 3 clusters Score -839574.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -840028.187500 Penalty: 2884.967529
	Iteration 5F: 3 clusters Score -840028.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -840417.875000 Penalty: 2884.967529
	Iteration 6F: 3 clusters Score -840417.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -840812.000000 Penalty: 2884.967529
	Iteration 7F: 3 clusters Score -840812 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -841103.187500 Penalty: 2884.967529
	Iteration 8Q: 3 clusters Score -841103.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -841198.437500 Penalty: 2884.967529
	Iteration 9Q: 3 clusters Score -841198.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -841247.125000 Penalty: 2884.967529
	Iteration 10Q: 3 clusters Score -841247.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -841273.750000 Penalty: 2884.967529
	Iteration 11Q: 3 clusters Score -841273.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -841290.062500 Penalty: 2884.967529
	Iteration 12Q: 3 clusters Score -841290.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -841297.000000 Penalty: 2884.967529
	Iteration 13Q: 3 clusters Score -841297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -841302.312500 Penalty: 2884.967529
	Iteration 14Q: 3 clusters Score -841302.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -841304.875000 Penalty: 2884.967529
	Iteration 15Q: 3 clusters Score -841304.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -841305.937500 Penalty: 2884.967529
	Iteration 16Q: 3 clusters Score -841305.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -841305.437500 Penalty: 2884.967529
	Iteration 17Q: 3 clusters Score -841305.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -841307.750000 Penalty: 2884.967529
	Iteration 18Q: 3 clusters Score -841307.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -841307.750000 Penalty: 2884.967529
	Iteration 19Q: 3 clusters Score -841307.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -841311.187500 Penalty: 2884.967529
	Iteration 20F: 3 clusters Score -841311.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -841318.312500 Penalty: 2884.967529
	Iteration 21Q: 3 clusters Score -841318.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -841324.500000 Penalty: 2884.967529
	Iteration 22Q: 3 clusters Score -841324.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -841327.000000 Penalty: 2884.967529
	Iteration 23Q: 3 clusters Score -841327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -841326.125000 Penalty: 2884.967529
	Iteration 24Q: 3 clusters Score -841326.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -841324.750000 Penalty: 2884.967529
	Iteration 25Q: 3 clusters Score -841324.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -841327.375000 Penalty: 2884.967529
	Iteration 26Q: 3 clusters Score -841327.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -841331.437500 Penalty: 2884.967529
	Iteration 27Q: 3 clusters Score -841331.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -841335.062500 Penalty: 2884.967529
	Iteration 28Q: 3 clusters Score -841335.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -841338.437500 Penalty: 2884.967529
	Iteration 29Q: 3 clusters Score -841338.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -841345.937500 Penalty: 2884.967529
	Iteration 30Q: 3 clusters Score -841345.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -841355.125000 Penalty: 2884.967529
	Iteration 31Q: 3 clusters Score -841355.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -841361.375000 Penalty: 2884.967529
	Iteration 32Q: 3 clusters Score -841361.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -841369.187500 Penalty: 2884.967529
	Iteration 33Q: 3 clusters Score -841369.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -841376.375000 Penalty: 2884.967529
	Iteration 34Q: 3 clusters Score -841376.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -841378.375000 Penalty: 2884.967529
	Iteration 35Q: 3 clusters Score -841378.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -841381.687500 Penalty: 2884.967529
	Iteration 36Q: 3 clusters Score -841381.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -841382.375000 Penalty: 2884.967529
	Iteration 37Q: 3 clusters Score -841382.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -841388.750000 Penalty: 2884.967529
	Iteration 38Q: 3 clusters Score -841388.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -841394.000000 Penalty: 2884.967529
	Iteration 39Q: 3 clusters Score -841394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -841398.687500 Penalty: 2884.967529
	Iteration 40F: 3 clusters Score -841398.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -841398.437500 Penalty: 2884.967529
	Iteration 41Q: 3 clusters Score -841398.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -841399.875000 Penalty: 2884.967529
	Iteration 42Q: 3 clusters Score -841399.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -841401.437500 Penalty: 2884.967529
	Iteration 43Q: 3 clusters Score -841401.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -841405.500000 Penalty: 2884.967529
	Iteration 44Q: 3 clusters Score -841405.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -841407.875000 Penalty: 2884.967529
	Iteration 45Q: 3 clusters Score -841407.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -841408.687500 Penalty: 2884.967529
	Iteration 46Q: 3 clusters Score -841408.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -841413.062500 Penalty: 2884.967529
	Iteration 47Q: 3 clusters Score -841413.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -841413.875000 Penalty: 2884.967529
	Iteration 48Q: 3 clusters Score -841413.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -841417.562500 Penalty: 2884.967529
	Iteration 49Q: 3 clusters Score -841417.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -841421.812500 Penalty: 2884.967529
	Iteration 50Q: 3 clusters Score -841421.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -841425.062500 Penalty: 2884.967529
	Iteration 51Q: 3 clusters Score -841425.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -841425.750000 Penalty: 2884.967529
	Iteration 52Q: 3 clusters Score -841425.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -841426.187500 Penalty: 2884.967529
	Iteration 53Q: 3 clusters Score -841426.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -841426.937500 Penalty: 2884.967529
	Iteration 54Q: 3 clusters Score -841426.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -841426.000000 Penalty: 2884.967529
	Iteration 55Q: 3 clusters Score -841426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -841427.437500 Penalty: 2884.967529
	Iteration 56Q: 3 clusters Score -841427.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -841426.812500 Penalty: 2884.967529
	Iteration 57Q: 3 clusters Score -841426.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -841426.812500 Penalty: 2884.967529
	Iteration 58F: 3 clusters Score -841426.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 103751 members 
Mstep: Class 3 contains 329 members 
Mstep: Class 4 contains 2067 members 
Mstep: Class 5 contains 66532 members 
Mstep: Class 6 contains 26653 members 
Mstep: Class 7 contains 10653 members 
Mstep: Class 8 contains 44254 members 
Mstep: Class 9 contains 99180 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 7051 members 
Mstep: Class 12 contains 1018 members 
Mstep: Class 13 contains 96379 members 
Mstep: Class 14 contains 35246 members 
Mstep: Class 15 contains 105477 members 
Mstep: Class 16 contains 3508 members 
Mstep: Class 17 contains 7216 members 
Mstep: Class 18 contains 9780 members 
Mstep: Class 19 contains 14425 members 
Mstep: Class 20 contains 6369 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 16136 members 
Mstep: Class 23 contains 102928 members 
Mstep: Class 24 contains 65843 members 
Mstep: Class 25 contains 43211 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2775 members 
Mstep: Class 29 contains 6744 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9309 members 
Mstep: Class 32 contains 353 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 5276 members 
Mstep: Class 36 contains 444 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 5542 members 
Mstep: Class 41 contains 1888 members 
Entering Unmasked Estep 
Score: -111784560.000000 Penalty: 91479.007812
Splitting cluster 35 changes total score from -111784752.000000 to -111784560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -50536.078125 Penalty: 990.571533
	Iteration 0F: 2 clusters Score -50536.08 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 211 members 
Entering Unmasked Estep 
Score: -49585.031250 Penalty: 1981.143066
	Iteration 0F: 3 clusters Score -49585.03 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -49781.539062 Penalty: 1981.143066
	Iteration 1F: 3 clusters Score -49781.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -49852.707031 Penalty: 1981.143066
	Iteration 2F: 3 clusters Score -49852.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -49929.917969 Penalty: 1981.143066
	Iteration 3F: 3 clusters Score -49929.92 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -49991.792969 Penalty: 1981.143066
	Iteration 4F: 3 clusters Score -49991.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -50027.128906 Penalty: 1981.143066
	Iteration 5Q: 3 clusters Score -50027.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -50059.527344 Penalty: 1981.143066
	Iteration 6Q: 3 clusters Score -50059.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -50130.800781 Penalty: 1981.143066
	Iteration 7Q: 3 clusters Score -50130.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -50166.285156 Penalty: 1981.143066
	Iteration 8Q: 3 clusters Score -50166.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -50178.449219 Penalty: 1981.143066
	Iteration 9Q: 3 clusters Score -50178.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -50180.066406 Penalty: 1981.143066
	Iteration 10Q: 3 clusters Score -50180.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -50181.226562 Penalty: 1981.143066
	Iteration 11F: 3 clusters Score -50181.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -50215.265625 Penalty: 1981.143066
	Iteration 12Q: 3 clusters Score -50215.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -50229.148438 Penalty: 1981.143066
	Iteration 13Q: 3 clusters Score -50229.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -50236.281250 Penalty: 1981.143066
	Iteration 14Q: 3 clusters Score -50236.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -50239.464844 Penalty: 1981.143066
	Iteration 15Q: 3 clusters Score -50239.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -50239.464844 Penalty: 1981.143066
	Iteration 16F: 3 clusters Score -50239.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -61363.097656 Penalty: 1025.951538
	Iteration 0F: 2 clusters Score -61363.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -60251.445312 Penalty: 2051.903076
	Iteration 0F: 3 clusters Score -60251.45 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -60451.769531 Penalty: 2051.903076
	Iteration 1F: 3 clusters Score -60451.77 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -60587.976562 Penalty: 2051.903076
	Iteration 2F: 3 clusters Score -60587.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60737.750000 Penalty: 2051.903076
	Iteration 3F: 3 clusters Score -60737.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -60810.367188 Penalty: 2051.903076
	Iteration 4F: 3 clusters Score -60810.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -60890.484375 Penalty: 2051.903076
	Iteration 5Q: 3 clusters Score -60890.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -60945.363281 Penalty: 2051.903076
	Iteration 6Q: 3 clusters Score -60945.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -60976.851562 Penalty: 2051.903076
	Iteration 7Q: 3 clusters Score -60976.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -60994.664062 Penalty: 2051.903076
	Iteration 8Q: 3 clusters Score -60994.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -61017.023438 Penalty: 2051.903076
	Iteration 9Q: 3 clusters Score -61017.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -61047.042969 Penalty: 2051.903076
	Iteration 10Q: 3 clusters Score -61047.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -61085.597656 Penalty: 2051.903076
	Iteration 11Q: 3 clusters Score -61085.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -61129.679688 Penalty: 2051.903076
	Iteration 12Q: 3 clusters Score -61129.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -61150.632812 Penalty: 2051.903076
	Iteration 13Q: 3 clusters Score -61150.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -61156.300781 Penalty: 2051.903076
	Iteration 14Q: 3 clusters Score -61156.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -61161.371094 Penalty: 2051.903076
	Iteration 15Q: 3 clusters Score -61161.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -61163.839844 Penalty: 2051.903076
	Iteration 16Q: 3 clusters Score -61163.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -61165.945312 Penalty: 2051.903076
	Iteration 17Q: 3 clusters Score -61165.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -61167.066406 Penalty: 2051.903076
	Iteration 18Q: 3 clusters Score -61167.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -61169.433594 Penalty: 2051.903076
	Iteration 19Q: 3 clusters Score -61169.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -61171.445312 Penalty: 2051.903076
	Iteration 20F: 3 clusters Score -61171.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -61174.242188 Penalty: 2051.903076
	Iteration 21Q: 3 clusters Score -61174.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -61180.851562 Penalty: 2051.903076
	Iteration 22Q: 3 clusters Score -61180.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -61180.851562 Penalty: 2051.903076
	Iteration 23F: 3 clusters Score -61180.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -25503.205078 Penalty: 925.777710
	Iteration 0F: 2 clusters Score -25503.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24746.750000 Penalty: 1851.555420
	Iteration 0F: 3 clusters Score -24746.75 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24943.009766 Penalty: 1851.555420
	Iteration 1F: 3 clusters Score -24943.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -25048.003906 Penalty: 1851.555420
	Iteration 2F: 3 clusters Score -25048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -25129.974609 Penalty: 1851.555420
	Iteration 3F: 3 clusters Score -25129.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -25170.761719 Penalty: 1851.555420
	Iteration 4Q: 3 clusters Score -25170.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -25173.232422 Penalty: 1851.555420
	Iteration 5Q: 3 clusters Score -25173.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -25173.232422 Penalty: 1851.555420
	Iteration 6F: 3 clusters Score -25173.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -11411.924805 Penalty: 866.566833
	Iteration 0F: 2 clusters Score -11411.92 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 106 members 
Entering Unmasked Estep 
Score: -10756.962891 Penalty: 1733.133667
	Iteration 0F: 3 clusters Score -10756.96 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10899.085938 Penalty: 1733.133667
	Iteration 1F: 3 clusters Score -10899.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10945.518555 Penalty: 1733.133667
	Iteration 2F: 3 clusters Score -10945.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10965.758789 Penalty: 1733.133667
	Iteration 3Q: 3 clusters Score -10965.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10972.883789 Penalty: 1733.133667
	Iteration 4Q: 3 clusters Score -10972.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10986.918945 Penalty: 1733.133667
	Iteration 5Q: 3 clusters Score -10986.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10990.597656 Penalty: 1733.133667
	Iteration 6Q: 3 clusters Score -10990.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10997.571289 Penalty: 1733.133667
	Iteration 7Q: 3 clusters Score -10997.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10997.571289 Penalty: 1733.133667
	Iteration 8F: 3 clusters Score -10997.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Entering Unmasked Estep 
Score: -685039.250000 Penalty: 1400.767944
	Iteration 0F: 2 clusters Score -685039.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -680723.125000 Penalty: 2801.535889
	Iteration 0F: 3 clusters Score -680723.1 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -681953.250000 Penalty: 2801.535889
	Iteration 1F: 3 clusters Score -681953.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -682209.812500 Penalty: 2801.535889
	Iteration 2F: 3 clusters Score -682209.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -682403.375000 Penalty: 2801.535889
	Iteration 3F: 3 clusters Score -682403.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -682538.625000 Penalty: 2801.535889
	Iteration 4Q: 3 clusters Score -682538.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -682685.625000 Penalty: 2801.535889
	Iteration 5Q: 3 clusters Score -682685.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -682840.062500 Penalty: 2801.535889
	Iteration 6Q: 3 clusters Score -682840.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -682979.812500 Penalty: 2801.535889
	Iteration 7Q: 3 clusters Score -682979.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -683144.437500 Penalty: 2801.535889
	Iteration 8Q: 3 clusters Score -683144.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -683297.125000 Penalty: 2801.535889
	Iteration 9Q: 3 clusters Score -683297.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -683447.937500 Penalty: 2801.535889
	Iteration 10Q: 3 clusters Score -683447.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -683538.750000 Penalty: 2801.535889
	Iteration 11Q: 3 clusters Score -683538.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -683599.250000 Penalty: 2801.535889
	Iteration 12Q: 3 clusters Score -683599.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -683639.000000 Penalty: 2801.535889
	Iteration 13Q: 3 clusters Score -683639 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -683670.062500 Penalty: 2801.535889
	Iteration 14Q: 3 clusters Score -683670.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -683702.250000 Penalty: 2801.535889
	Iteration 15Q: 3 clusters Score -683702.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -683718.562500 Penalty: 2801.535889
	Iteration 16Q: 3 clusters Score -683718.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -683727.812500 Penalty: 2801.535889
	Iteration 17Q: 3 clusters Score -683727.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -683737.000000 Penalty: 2801.535889
	Iteration 18Q: 3 clusters Score -683737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -683744.000000 Penalty: 2801.535889
	Iteration 19Q: 3 clusters Score -683744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -683749.625000 Penalty: 2801.535889
	Iteration 20F: 3 clusters Score -683749.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -683755.125000 Penalty: 2801.535889
	Iteration 21Q: 3 clusters Score -683755.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -683757.812500 Penalty: 2801.535889
	Iteration 22Q: 3 clusters Score -683757.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -683765.062500 Penalty: 2801.535889
	Iteration 23Q: 3 clusters Score -683765.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -683769.062500 Penalty: 2801.535889
	Iteration 24Q: 3 clusters Score -683769.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -683775.875000 Penalty: 2801.535889
	Iteration 25Q: 3 clusters Score -683775.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -683778.750000 Penalty: 2801.535889
	Iteration 26Q: 3 clusters Score -683778.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -683783.750000 Penalty: 2801.535889
	Iteration 27Q: 3 clusters Score -683783.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -683784.750000 Penalty: 2801.535889
	Iteration 28Q: 3 clusters Score -683784.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -683786.000000 Penalty: 2801.535889
	Iteration 29Q: 3 clusters Score -683786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -683786.000000 Penalty: 2801.535889
	Iteration 30Q: 3 clusters Score -683786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -683786.000000 Penalty: 2801.535889
	Iteration 31F: 3 clusters Score -683786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 103751 members 
Mstep: Class 3 contains 329 members 
Mstep: Class 4 contains 2067 members 
Mstep: Class 5 contains 66532 members 
Mstep: Class 6 contains 26653 members 
Mstep: Class 7 contains 10653 members 
Mstep: Class 8 contains 44254 members 
Mstep: Class 9 contains 99180 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 7051 members 
Mstep: Class 12 contains 1018 members 
Mstep: Class 13 contains 96379 members 
Mstep: Class 14 contains 35246 members 
Mstep: Class 15 contains 105477 members 
Mstep: Class 16 contains 3508 members 
Mstep: Class 17 contains 7216 members 
Mstep: Class 18 contains 9780 members 
Mstep: Class 19 contains 14425 members 
Mstep: Class 20 contains 6369 members 
Mstep: Class 21 contains 2864 members 
Mstep: Class 22 contains 16136 members 
Mstep: Class 23 contains 102928 members 
Mstep: Class 24 contains 65843 members 
Mstep: Class 25 contains 43211 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2775 members 
Mstep: Class 29 contains 6744 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9309 members 
Mstep: Class 32 contains 353 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7164 members 
Mstep: Class 36 contains 444 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 5542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784944.000000 Penalty: 89247.812500
Iteration 159Q: 41 clusters Score -1.117849e+08 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 103726 members 
Mstep: Class 3 contains 329 members 
Mstep: Class 4 contains 2070 members 
Mstep: Class 5 contains 66477 members 
Mstep: Class 6 contains 26639 members 
Mstep: Class 7 contains 10645 members 
Mstep: Class 8 contains 44908 members 
Mstep: Class 9 contains 99079 members 
Mstep: Class 10 contains 7245 members 
Mstep: Class 11 contains 7052 members 
Mstep: Class 12 contains 1018 members 
Mstep: Class 13 contains 96254 members 
Mstep: Class 14 contains 35258 members 
Mstep: Class 15 contains 105484 members 
Mstep: Class 16 contains 3504 members 
Mstep: Class 17 contains 7219 members 
Mstep: Class 18 contains 9778 members 
Mstep: Class 19 contains 14421 members 
Mstep: Class 20 contains 6368 members 
Mstep: Class 21 contains 2872 members 
Mstep: Class 22 contains 16139 members 
Mstep: Class 23 contains 102776 members 
Mstep: Class 24 contains 65935 members 
Mstep: Class 25 contains 42863 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2786 members 
Mstep: Class 29 contains 6754 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9309 members 
Mstep: Class 32 contains 353 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7178 members 
Mstep: Class 36 contains 444 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 5537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785248.000000 Penalty: 89247.812500
Iteration 160F: 41 clusters Score -1.117852e+08 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 103711 members 
Mstep: Class 3 contains 329 members 
Mstep: Class 4 contains 2076 members 
Mstep: Class 5 contains 66424 members 
Mstep: Class 6 contains 26626 members 
Mstep: Class 7 contains 10639 members 
Mstep: Class 8 contains 45553 members 
Mstep: Class 9 contains 98981 members 
Mstep: Class 10 contains 7266 members 
Mstep: Class 11 contains 7054 members 
Mstep: Class 12 contains 1018 members 
Mstep: Class 13 contains 96143 members 
Mstep: Class 14 contains 35279 members 
Mstep: Class 15 contains 105485 members 
Mstep: Class 16 contains 3506 members 
Mstep: Class 17 contains 7216 members 
Mstep: Class 18 contains 9777 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 6369 members 
Mstep: Class 21 contains 2878 members 
Mstep: Class 22 contains 16142 members 
Mstep: Class 23 contains 102588 members 
Mstep: Class 24 contains 66026 members 
Mstep: Class 25 contains 42533 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2794 members 
Mstep: Class 29 contains 6763 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9306 members 
Mstep: Class 32 contains 361 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7196 members 
Mstep: Class 36 contains 444 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 299 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 5536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785544.000000 Penalty: 89247.812500
Iteration 161Q: 41 clusters Score -1.117855e+08 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 103707 members 
Mstep: Class 3 contains 329 members 
Mstep: Class 4 contains 2078 members 
Mstep: Class 5 contains 66372 members 
Mstep: Class 6 contains 26613 members 
Mstep: Class 7 contains 10622 members 
Mstep: Class 8 contains 46213 members 
Mstep: Class 9 contains 98924 members 
Mstep: Class 10 contains 7287 members 
Mstep: Class 11 contains 7057 members 
Mstep: Class 12 contains 1020 members 
Mstep: Class 13 contains 96034 members 
Mstep: Class 14 contains 35294 members 
Mstep: Class 15 contains 105433 members 
Mstep: Class 16 contains 3506 members 
Mstep: Class 17 contains 7216 members 
Mstep: Class 18 contains 9772 members 
Mstep: Class 19 contains 14404 members 
Mstep: Class 20 contains 6366 members 
Mstep: Class 21 contains 2877 members 
Mstep: Class 22 contains 16144 members 
Mstep: Class 23 contains 102381 members 
Mstep: Class 24 contains 66102 members 
Mstep: Class 25 contains 42261 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 6768 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9305 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7213 members 
Mstep: Class 36 contains 445 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 299 members 
Mstep: Class 39 contains 208 members 
Mstep: Class 40 contains 5534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785776.000000 Penalty: 89247.812500
Iteration 162Q: 41 clusters Score -1.117858e+08 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 103701 members 
Mstep: Class 3 contains 329 members 
Mstep: Class 4 contains 2079 members 
Mstep: Class 5 contains 66327 members 
Mstep: Class 6 contains 26599 members 
Mstep: Class 7 contains 10617 members 
Mstep: Class 8 contains 46771 members 
Mstep: Class 9 contains 98902 members 
Mstep: Class 10 contains 7304 members 
Mstep: Class 11 contains 7060 members 
Mstep: Class 12 contains 1021 members 
Mstep: Class 13 contains 95908 members 
Mstep: Class 14 contains 35313 members 
Mstep: Class 15 contains 105362 members 
Mstep: Class 16 contains 3508 members 
Mstep: Class 17 contains 7216 members 
Mstep: Class 18 contains 9779 members 
Mstep: Class 19 contains 14394 members 
Mstep: Class 20 contains 6366 members 
Mstep: Class 21 contains 2879 members 
Mstep: Class 22 contains 16145 members 
Mstep: Class 23 contains 102229 members 
Mstep: Class 24 contains 66189 members 
Mstep: Class 25 contains 41990 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2799 members 
Mstep: Class 29 contains 6779 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9305 members 
Mstep: Class 32 contains 362 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7220 members 
Mstep: Class 36 contains 446 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 209 members 
Mstep: Class 40 contains 5539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111786152.000000 Penalty: 89247.812500
Iteration 163Q: 41 clusters Score -1.117862e+08 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 103616 members 
Mstep: Class 3 contains 329 members 
Mstep: Class 4 contains 2080 members 
Mstep: Class 5 contains 66289 members 
Mstep: Class 6 contains 26591 members 
Mstep: Class 7 contains 10605 members 
Mstep: Class 8 contains 47309 members 
Mstep: Class 9 contains 98896 members 
Mstep: Class 10 contains 7323 members 
Mstep: Class 11 contains 7059 members 
Mstep: Class 12 contains 1021 members 
Mstep: Class 13 contains 95773 members 
Mstep: Class 14 contains 35319 members 
Mstep: Class 15 contains 105374 members 
Mstep: Class 16 contains 3509 members 
Mstep: Class 17 contains 7214 members 
Mstep: Class 18 contains 9777 members 
Mstep: Class 19 contains 14390 members 
Mstep: Class 20 contains 6364 members 
Mstep: Class 21 contains 2878 members 
Mstep: Class 22 contains 16147 members 
Mstep: Class 23 contains 102109 members 
Mstep: Class 24 contains 66263 members 
Mstep: Class 25 contains 41743 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2797 members 
Mstep: Class 29 contains 6786 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9304 members 
Mstep: Class 32 contains 362 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7228 members 
Mstep: Class 36 contains 446 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 299 members 
Mstep: Class 39 contains 209 members 
Mstep: Class 40 contains 5536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111786432.000000 Penalty: 89247.812500
Iteration 164Q: 41 clusters Score -1.117864e+08 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 103568 members 
Mstep: Class 3 contains 329 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 66227 members 
Mstep: Class 6 contains 26576 members 
Mstep: Class 7 contains 10599 members 
Mstep: Class 8 contains 47834 members 
Mstep: Class 9 contains 98904 members 
Mstep: Class 10 contains 7325 members 
Mstep: Class 11 contains 7057 members 
Mstep: Class 12 contains 1021 members 
Mstep: Class 13 contains 95638 members 
Mstep: Class 14 contains 35331 members 
Mstep: Class 15 contains 105348 members 
Mstep: Class 16 contains 3508 members 
Mstep: Class 17 contains 7213 members 
Mstep: Class 18 contains 9779 members 
Mstep: Class 19 contains 14391 members 
Mstep: Class 20 contains 6362 members 
Mstep: Class 21 contains 2880 members 
Mstep: Class 22 contains 16148 members 
Mstep: Class 23 contains 102027 members 
Mstep: Class 24 contains 66317 members 
Mstep: Class 25 contains 41508 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2798 members 
Mstep: Class 29 contains 6783 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9301 members 
Mstep: Class 32 contains 361 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7236 members 
Mstep: Class 36 contains 445 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 301 members 
Mstep: Class 39 contains 209 members 
Mstep: Class 40 contains 5536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111786088.000000 Penalty: 89247.812500
Iteration 165Q: 41 clusters Score -1.117861e+08 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 103549 members 
Mstep: Class 3 contains 329 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 66163 members 
Mstep: Class 6 contains 26543 members 
Mstep: Class 7 contains 10594 members 
Mstep: Class 8 contains 48393 members 
Mstep: Class 9 contains 98921 members 
Mstep: Class 10 contains 7334 members 
Mstep: Class 11 contains 7054 members 
Mstep: Class 12 contains 1021 members 
Mstep: Class 13 contains 95452 members 
Mstep: Class 14 contains 35341 members 
Mstep: Class 15 contains 105352 members 
Mstep: Class 16 contains 3509 members 
Mstep: Class 17 contains 7211 members 
Mstep: Class 18 contains 9778 members 
Mstep: Class 19 contains 14381 members 
Mstep: Class 20 contains 6363 members 
Mstep: Class 21 contains 2882 members 
Mstep: Class 22 contains 16152 members 
Mstep: Class 23 contains 101891 members 
Mstep: Class 24 contains 66372 members 
Mstep: Class 25 contains 41288 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2798 members 
Mstep: Class 29 contains 6789 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9301 members 
Mstep: Class 32 contains 360 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7246 members 
Mstep: Class 36 contains 445 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 301 members 
Mstep: Class 39 contains 209 members 
Mstep: Class 40 contains 5534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111786392.000000 Penalty: 89247.812500
Iteration 166Q: 41 clusters Score -1.117864e+08 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 103539 members 
Mstep: Class 3 contains 331 members 
Mstep: Class 4 contains 2092 members 
Mstep: Class 5 contains 66081 members 
Mstep: Class 6 contains 26507 members 
Mstep: Class 7 contains 10595 members 
Mstep: Class 8 contains 48964 members 
Mstep: Class 9 contains 98919 members 
Mstep: Class 10 contains 7338 members 
Mstep: Class 11 contains 7055 members 
Mstep: Class 12 contains 1021 members 
Mstep: Class 13 contains 95302 members 
Mstep: Class 14 contains 35342 members 
Mstep: Class 15 contains 105322 members 
Mstep: Class 16 contains 3509 members 
Mstep: Class 17 contains 7214 members 
Mstep: Class 18 contains 9781 members 
Mstep: Class 19 contains 14372 members 
Mstep: Class 20 contains 6366 members 
Mstep: Class 21 contains 2883 members 
Mstep: Class 22 contains 16155 members 
Mstep: Class 23 contains 101783 members 
Mstep: Class 24 contains 66394 members 
Mstep: Class 25 contains 41089 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2797 members 
Mstep: Class 29 contains 6798 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9301 members 
Mstep: Class 32 contains 360 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7252 members 
Mstep: Class 36 contains 445 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 299 members 
Mstep: Class 39 contains 209 members 
Mstep: Class 40 contains 5528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111786464.000000 Penalty: 89247.812500
Iteration 167Q: 41 clusters Score -1.117865e+08 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 103553 members 
Mstep: Class 3 contains 331 members 
Mstep: Class 4 contains 2099 members 
Mstep: Class 5 contains 65995 members 
Mstep: Class 6 contains 26483 members 
Mstep: Class 7 contains 10600 members 
Mstep: Class 8 contains 49541 members 
Mstep: Class 9 contains 98951 members 
Mstep: Class 10 contains 7345 members 
Mstep: Class 11 contains 7052 members 
Mstep: Class 12 contains 1021 members 
Mstep: Class 13 contains 95107 members 
Mstep: Class 14 contains 35345 members 
Mstep: Class 15 contains 105281 members 
Mstep: Class 16 contains 3511 members 
Mstep: Class 17 contains 7212 members 
Mstep: Class 18 contains 9780 members 
Mstep: Class 19 contains 14364 members 
Mstep: Class 20 contains 6368 members 
Mstep: Class 21 contains 2884 members 
Mstep: Class 22 contains 16156 members 
Mstep: Class 23 contains 101690 members 
Mstep: Class 24 contains 66425 members 
Mstep: Class 25 contains 40860 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2797 members 
Mstep: Class 29 contains 6799 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9301 members 
Mstep: Class 32 contains 360 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7254 members 
Mstep: Class 36 contains 445 members 
Mstep: Class 37 contains 553 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 209 members 
Mstep: Class 40 contains 5524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111786800.000000 Penalty: 89247.812500
Iteration 168Q: 41 clusters Score -1.117868e+08 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 103586 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2105 members 
Mstep: Class 5 contains 65915 members 
Mstep: Class 6 contains 26450 members 
Mstep: Class 7 contains 10600 members 
Mstep: Class 8 contains 50093 members 
Mstep: Class 9 contains 98939 members 
Mstep: Class 10 contains 7355 members 
Mstep: Class 11 contains 7052 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 94928 members 
Mstep: Class 14 contains 35341 members 
Mstep: Class 15 contains 105278 members 
Mstep: Class 16 contains 3514 members 
Mstep: Class 17 contains 7214 members 
Mstep: Class 18 contains 9778 members 
Mstep: Class 19 contains 14357 members 
Mstep: Class 20 contains 6370 members 
Mstep: Class 21 contains 2887 members 
Mstep: Class 22 contains 16156 members 
Mstep: Class 23 contains 101570 members 
Mstep: Class 24 contains 66468 members 
Mstep: Class 25 contains 40643 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2799 members 
Mstep: Class 29 contains 6800 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9300 members 
Mstep: Class 32 contains 360 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7256 members 
Mstep: Class 36 contains 446 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 209 members 
Mstep: Class 40 contains 5522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111786944.000000 Penalty: 89247.812500
Iteration 169Q: 41 clusters Score -1.117869e+08 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 103600 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2107 members 
Mstep: Class 5 contains 65828 members 
Mstep: Class 6 contains 26423 members 
Mstep: Class 7 contains 10595 members 
Mstep: Class 8 contains 50664 members 
Mstep: Class 9 contains 98922 members 
Mstep: Class 10 contains 7370 members 
Mstep: Class 11 contains 7051 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 94767 members 
Mstep: Class 14 contains 35338 members 
Mstep: Class 15 contains 105302 members 
Mstep: Class 16 contains 3514 members 
Mstep: Class 17 contains 7218 members 
Mstep: Class 18 contains 9777 members 
Mstep: Class 19 contains 14351 members 
Mstep: Class 20 contains 6369 members 
Mstep: Class 21 contains 2891 members 
Mstep: Class 22 contains 16157 members 
Mstep: Class 23 contains 101440 members 
Mstep: Class 24 contains 66486 members 
Mstep: Class 25 contains 40427 members 
Mstep: Class 26 contains 493 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2801 members 
Mstep: Class 29 contains 6806 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9300 members 
Mstep: Class 32 contains 360 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7256 members 
Mstep: Class 36 contains 446 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 296 members 
Mstep: Class 39 contains 209 members 
Mstep: Class 40 contains 5516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111787072.000000 Penalty: 89247.812500
Iteration 170Q: 41 clusters Score -1.117871e+08 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 103616 members 
Mstep: Class 3 contains 333 members 
Mstep: Class 4 contains 2106 members 
Mstep: Class 5 contains 65738 members 
Mstep: Class 6 contains 26378 members 
Mstep: Class 7 contains 10590 members 
Mstep: Class 8 contains 51286 members 
Mstep: Class 9 contains 98919 members 
Mstep: Class 10 contains 7373 members 
Mstep: Class 11 contains 7048 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 94621 members 
Mstep: Class 14 contains 35346 members 
Mstep: Class 15 contains 105286 members 
Mstep: Class 16 contains 3512 members 
Mstep: Class 17 contains 7217 members 
Mstep: Class 18 contains 9772 members 
Mstep: Class 19 contains 14345 members 
Mstep: Class 20 contains 6366 members 
Mstep: Class 21 contains 2891 members 
Mstep: Class 22 contains 16158 members 
Mstep: Class 23 contains 101309 members 
Mstep: Class 24 contains 66510 members 
Mstep: Class 25 contains 40208 members 
Mstep: Class 26 contains 493 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2799 members 
Mstep: Class 29 contains 6807 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9299 members 
Mstep: Class 32 contains 359 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7259 members 
Mstep: Class 36 contains 446 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 296 members 
Mstep: Class 39 contains 209 members 
Mstep: Class 40 contains 5516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111787216.000000 Penalty: 89247.812500
Iteration 171Q: 41 clusters Score -1.117872e+08 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 103617 members 
Mstep: Class 3 contains 333 members 
Mstep: Class 4 contains 2109 members 
Mstep: Class 5 contains 65647 members 
Mstep: Class 6 contains 26337 members 
Mstep: Class 7 contains 10577 members 
Mstep: Class 8 contains 51877 members 
Mstep: Class 9 contains 98923 members 
Mstep: Class 10 contains 7375 members 
Mstep: Class 11 contains 7045 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 94450 members 
Mstep: Class 14 contains 35362 members 
Mstep: Class 15 contains 105302 members 
Mstep: Class 16 contains 3508 members 
Mstep: Class 17 contains 7224 members 
Mstep: Class 18 contains 9769 members 
Mstep: Class 19 contains 14335 members 
Mstep: Class 20 contains 6365 members 
Mstep: Class 21 contains 2891 members 
Mstep: Class 22 contains 16160 members 
Mstep: Class 23 contains 101203 members 
Mstep: Class 24 contains 66536 members 
Mstep: Class 25 contains 39980 members 
Mstep: Class 26 contains 493 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2800 members 
Mstep: Class 29 contains 6808 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9298 members 
Mstep: Class 32 contains 358 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7260 members 
Mstep: Class 36 contains 446 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 296 members 
Mstep: Class 39 contains 210 members 
Mstep: Class 40 contains 5516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111787176.000000 Penalty: 89247.812500
Iteration 172Q: 41 clusters Score -1.117872e+08 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 103580 members 
Mstep: Class 3 contains 334 members 
Mstep: Class 4 contains 2111 members 
Mstep: Class 5 contains 65561 members 
Mstep: Class 6 contains 26298 members 
Mstep: Class 7 contains 10572 members 
Mstep: Class 8 contains 52442 members 
Mstep: Class 9 contains 98960 members 
Mstep: Class 10 contains 7376 members 
Mstep: Class 11 contains 7042 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 94307 members 
Mstep: Class 14 contains 35378 members 
Mstep: Class 15 contains 105320 members 
Mstep: Class 16 contains 3504 members 
Mstep: Class 17 contains 7223 members 
Mstep: Class 18 contains 9769 members 
Mstep: Class 19 contains 14332 members 
Mstep: Class 20 contains 6364 members 
Mstep: Class 21 contains 2892 members 
Mstep: Class 22 contains 16161 members 
Mstep: Class 23 contains 101087 members 
Mstep: Class 24 contains 66559 members 
Mstep: Class 25 contains 39759 members 
Mstep: Class 26 contains 493 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2801 members 
Mstep: Class 29 contains 6812 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9296 members 
Mstep: Class 32 contains 358 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7258 members 
Mstep: Class 36 contains 446 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 295 members 
Mstep: Class 39 contains 210 members 
Mstep: Class 40 contains 5510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111787368.000000 Penalty: 89247.812500
Iteration 173Q: 41 clusters Score -1.117874e+08 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 103552 members 
Mstep: Class 3 contains 334 members 
Mstep: Class 4 contains 2115 members 
Mstep: Class 5 contains 65491 members 
Mstep: Class 6 contains 26265 members 
Mstep: Class 7 contains 10566 members 
Mstep: Class 8 contains 53013 members 
Mstep: Class 9 contains 98981 members 
Mstep: Class 10 contains 7377 members 
Mstep: Class 11 contains 7043 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 94131 members 
Mstep: Class 14 contains 35391 members 
Mstep: Class 15 contains 105299 members 
Mstep: Class 16 contains 3504 members 
Mstep: Class 17 contains 7219 members 
Mstep: Class 18 contains 9771 members 
Mstep: Class 19 contains 14325 members 
Mstep: Class 20 contains 6355 members 
Mstep: Class 21 contains 2892 members 
Mstep: Class 22 contains 16165 members 
Mstep: Class 23 contains 100962 members 
Mstep: Class 24 contains 66605 members 
Mstep: Class 25 contains 39565 members 
Mstep: Class 26 contains 493 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2805 members 
Mstep: Class 29 contains 6817 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9296 members 
Mstep: Class 32 contains 358 members 
Mstep: Class 33 contains 3112 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7258 members 
Mstep: Class 36 contains 446 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 295 members 
Mstep: Class 39 contains 210 members 
Mstep: Class 40 contains 5510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111787592.000000 Penalty: 89247.812500
Iteration 174Q: 41 clusters Score -1.117876e+08 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 103554 members 
Mstep: Class 3 contains 334 members 
Mstep: Class 4 contains 2118 members 
Mstep: Class 5 contains 65408 members 
Mstep: Class 6 contains 26234 members 
Mstep: Class 7 contains 10567 members 
Mstep: Class 8 contains 53573 members 
Mstep: Class 9 contains 98972 members 
Mstep: Class 10 contains 7382 members 
Mstep: Class 11 contains 7042 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 93950 members 
Mstep: Class 14 contains 35404 members 
Mstep: Class 15 contains 105316 members 
Mstep: Class 16 contains 3503 members 
Mstep: Class 17 contains 7218 members 
Mstep: Class 18 contains 9771 members 
Mstep: Class 19 contains 14324 members 
Mstep: Class 20 contains 6349 members 
Mstep: Class 21 contains 2893 members 
Mstep: Class 22 contains 16167 members 
Mstep: Class 23 contains 100805 members 
Mstep: Class 24 contains 66640 members 
Mstep: Class 25 contains 39392 members 
Mstep: Class 26 contains 493 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2807 members 
Mstep: Class 29 contains 6818 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9295 members 
Mstep: Class 32 contains 358 members 
Mstep: Class 33 contains 3113 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7259 members 
Mstep: Class 36 contains 447 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 295 members 
Mstep: Class 39 contains 210 members 
Mstep: Class 40 contains 5510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788120.000000 Penalty: 89247.812500
Iteration 175Q: 41 clusters Score -1.117881e+08 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 103607 members 
Mstep: Class 3 contains 334 members 
Mstep: Class 4 contains 2117 members 
Mstep: Class 5 contains 65325 members 
Mstep: Class 6 contains 26214 members 
Mstep: Class 7 contains 10562 members 
Mstep: Class 8 contains 54128 members 
Mstep: Class 9 contains 98969 members 
Mstep: Class 10 contains 7394 members 
Mstep: Class 11 contains 7039 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 93707 members 
Mstep: Class 14 contains 35416 members 
Mstep: Class 15 contains 105335 members 
Mstep: Class 16 contains 3503 members 
Mstep: Class 17 contains 7219 members 
Mstep: Class 18 contains 9774 members 
Mstep: Class 19 contains 14321 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 2892 members 
Mstep: Class 22 contains 16170 members 
Mstep: Class 23 contains 100650 members 
Mstep: Class 24 contains 66664 members 
Mstep: Class 25 contains 39221 members 
Mstep: Class 26 contains 493 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2806 members 
Mstep: Class 29 contains 6827 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9296 members 
Mstep: Class 32 contains 358 members 
Mstep: Class 33 contains 3114 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7259 members 
Mstep: Class 36 contains 447 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 295 members 
Mstep: Class 39 contains 210 members 
Mstep: Class 40 contains 5509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788088.000000 Penalty: 89247.812500
Iteration 176Q: 41 clusters Score -1.117881e+08 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 103625 members 
Mstep: Class 3 contains 334 members 
Mstep: Class 4 contains 2117 members 
Mstep: Class 5 contains 65239 members 
Mstep: Class 6 contains 26191 members 
Mstep: Class 7 contains 10558 members 
Mstep: Class 8 contains 54648 members 
Mstep: Class 9 contains 99020 members 
Mstep: Class 10 contains 7398 members 
Mstep: Class 11 contains 7034 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 93443 members 
Mstep: Class 14 contains 35425 members 
Mstep: Class 15 contains 105352 members 
Mstep: Class 16 contains 3504 members 
Mstep: Class 17 contains 7220 members 
Mstep: Class 18 contains 9773 members 
Mstep: Class 19 contains 14325 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 2892 members 
Mstep: Class 22 contains 16171 members 
Mstep: Class 23 contains 100546 members 
Mstep: Class 24 contains 66685 members 
Mstep: Class 25 contains 39051 members 
Mstep: Class 26 contains 493 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2805 members 
Mstep: Class 29 contains 6833 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9298 members 
Mstep: Class 32 contains 358 members 
Mstep: Class 33 contains 3113 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7261 members 
Mstep: Class 36 contains 447 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 295 members 
Mstep: Class 39 contains 210 members 
Mstep: Class 40 contains 5511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111787952.000000 Penalty: 89247.812500
Iteration 177Q: 41 clusters Score -1.11788e+08 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 103650 members 
Mstep: Class 3 contains 334 members 
Mstep: Class 4 contains 2116 members 
Mstep: Class 5 contains 65140 members 
Mstep: Class 6 contains 26169 members 
Mstep: Class 7 contains 10559 members 
Mstep: Class 8 contains 55174 members 
Mstep: Class 9 contains 99060 members 
Mstep: Class 10 contains 7418 members 
Mstep: Class 11 contains 7033 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 93192 members 
Mstep: Class 14 contains 35440 members 
Mstep: Class 15 contains 105367 members 
Mstep: Class 16 contains 3503 members 
Mstep: Class 17 contains 7222 members 
Mstep: Class 18 contains 9768 members 
Mstep: Class 19 contains 14328 members 
Mstep: Class 20 contains 6348 members 
Mstep: Class 21 contains 2894 members 
Mstep: Class 22 contains 16172 members 
Mstep: Class 23 contains 100436 members 
Mstep: Class 24 contains 66700 members 
Mstep: Class 25 contains 38869 members 
Mstep: Class 26 contains 493 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2806 members 
Mstep: Class 29 contains 6836 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9297 members 
Mstep: Class 32 contains 358 members 
Mstep: Class 33 contains 3113 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7264 members 
Mstep: Class 36 contains 447 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 295 members 
Mstep: Class 39 contains 210 members 
Mstep: Class 40 contains 5510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788096.000000 Penalty: 89247.812500
Iteration 178Q: 41 clusters Score -1.117881e+08 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 103680 members 
Mstep: Class 3 contains 334 members 
Mstep: Class 4 contains 2116 members 
Mstep: Class 5 contains 65042 members 
Mstep: Class 6 contains 26145 members 
Mstep: Class 7 contains 10564 members 
Mstep: Class 8 contains 55635 members 
Mstep: Class 9 contains 99059 members 
Mstep: Class 10 contains 7444 members 
Mstep: Class 11 contains 7035 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 92966 members 
Mstep: Class 14 contains 35454 members 
Mstep: Class 15 contains 105405 members 
Mstep: Class 16 contains 3505 members 
Mstep: Class 17 contains 7225 members 
Mstep: Class 18 contains 9764 members 
Mstep: Class 19 contains 14334 members 
Mstep: Class 20 contains 6349 members 
Mstep: Class 21 contains 2896 members 
Mstep: Class 22 contains 16173 members 
Mstep: Class 23 contains 100370 members 
Mstep: Class 24 contains 66718 members 
Mstep: Class 25 contains 38679 members 
Mstep: Class 26 contains 493 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2807 members 
Mstep: Class 29 contains 6835 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9298 members 
Mstep: Class 32 contains 358 members 
Mstep: Class 33 contains 3113 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7265 members 
Mstep: Class 36 contains 447 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 295 members 
Mstep: Class 39 contains 210 members 
Mstep: Class 40 contains 5508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111787984.000000 Penalty: 89247.812500
Iteration 179Q: 41 clusters Score -1.11788e+08 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 103693 members 
Mstep: Class 3 contains 334 members 
Mstep: Class 4 contains 2117 members 
Mstep: Class 5 contains 64977 members 
Mstep: Class 6 contains 26119 members 
Mstep: Class 7 contains 10560 members 
Mstep: Class 8 contains 56073 members 
Mstep: Class 9 contains 99066 members 
Mstep: Class 10 contains 7468 members 
Mstep: Class 11 contains 7036 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 92666 members 
Mstep: Class 14 contains 35454 members 
Mstep: Class 15 contains 105462 members 
Mstep: Class 16 contains 3504 members 
Mstep: Class 17 contains 7224 members 
Mstep: Class 18 contains 9763 members 
Mstep: Class 19 contains 14347 members 
Mstep: Class 20 contains 6355 members 
Mstep: Class 21 contains 2901 members 
Mstep: Class 22 contains 16174 members 
Mstep: Class 23 contains 100359 members 
Mstep: Class 24 contains 66752 members 
Mstep: Class 25 contains 38491 members 
Mstep: Class 26 contains 493 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2807 members 
Mstep: Class 29 contains 6836 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9296 members 
Mstep: Class 32 contains 358 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7267 members 
Mstep: Class 36 contains 447 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 295 members 
Mstep: Class 39 contains 210 members 
Mstep: Class 40 contains 5506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788144.000000 Penalty: 89247.812500
Iteration 180F: 41 clusters Score -1.117881e+08 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 103754 members 
Mstep: Class 3 contains 334 members 
Mstep: Class 4 contains 2119 members 
Mstep: Class 5 contains 64886 members 
Mstep: Class 6 contains 26113 members 
Mstep: Class 7 contains 10563 members 
Mstep: Class 8 contains 56491 members 
Mstep: Class 9 contains 99100 members 
Mstep: Class 10 contains 7483 members 
Mstep: Class 11 contains 7036 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 92338 members 
Mstep: Class 14 contains 35453 members 
Mstep: Class 15 contains 105505 members 
Mstep: Class 16 contains 3505 members 
Mstep: Class 17 contains 7222 members 
Mstep: Class 18 contains 9758 members 
Mstep: Class 19 contains 14344 members 
Mstep: Class 20 contains 6357 members 
Mstep: Class 21 contains 2904 members 
Mstep: Class 22 contains 16174 members 
Mstep: Class 23 contains 100353 members 
Mstep: Class 24 contains 66787 members 
Mstep: Class 25 contains 38313 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 6838 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9295 members 
Mstep: Class 32 contains 360 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7267 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 296 members 
Mstep: Class 39 contains 210 members 
Mstep: Class 40 contains 5508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788176.000000 Penalty: 89247.812500
Iteration 181Q: 41 clusters Score -1.117882e+08 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 103812 members 
Mstep: Class 3 contains 334 members 
Mstep: Class 4 contains 2119 members 
Mstep: Class 5 contains 64770 members 
Mstep: Class 6 contains 26101 members 
Mstep: Class 7 contains 10556 members 
Mstep: Class 8 contains 56886 members 
Mstep: Class 9 contains 99150 members 
Mstep: Class 10 contains 7489 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 92043 members 
Mstep: Class 14 contains 35443 members 
Mstep: Class 15 contains 105538 members 
Mstep: Class 16 contains 3505 members 
Mstep: Class 17 contains 7220 members 
Mstep: Class 18 contains 9759 members 
Mstep: Class 19 contains 14342 members 
Mstep: Class 20 contains 6364 members 
Mstep: Class 21 contains 2903 members 
Mstep: Class 22 contains 16174 members 
Mstep: Class 23 contains 100378 members 
Mstep: Class 24 contains 66806 members 
Mstep: Class 25 contains 38148 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 6844 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9297 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7271 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 210 members 
Mstep: Class 40 contains 5509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788056.000000 Penalty: 89247.812500
Iteration 182Q: 41 clusters Score -1.117881e+08 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 103861 members 
Mstep: Class 3 contains 334 members 
Mstep: Class 4 contains 2119 members 
Mstep: Class 5 contains 64663 members 
Mstep: Class 6 contains 26090 members 
Mstep: Class 7 contains 10550 members 
Mstep: Class 8 contains 57294 members 
Mstep: Class 9 contains 99159 members 
Mstep: Class 10 contains 7501 members 
Mstep: Class 11 contains 7038 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 91725 members 
Mstep: Class 14 contains 35444 members 
Mstep: Class 15 contains 105601 members 
Mstep: Class 16 contains 3504 members 
Mstep: Class 17 contains 7221 members 
Mstep: Class 18 contains 9760 members 
Mstep: Class 19 contains 14342 members 
Mstep: Class 20 contains 6371 members 
Mstep: Class 21 contains 2905 members 
Mstep: Class 22 contains 16173 members 
Mstep: Class 23 contains 100395 members 
Mstep: Class 24 contains 66843 members 
Mstep: Class 25 contains 37987 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2813 members 
Mstep: Class 29 contains 6843 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9297 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 3105 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7270 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 212 members 
Mstep: Class 40 contains 5512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111787864.000000 Penalty: 89247.812500
Iteration 183Q: 41 clusters Score -1.117879e+08 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 103947 members 
Mstep: Class 3 contains 334 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 64532 members 
Mstep: Class 6 contains 26079 members 
Mstep: Class 7 contains 10552 members 
Mstep: Class 8 contains 57666 members 
Mstep: Class 9 contains 99158 members 
Mstep: Class 10 contains 7504 members 
Mstep: Class 11 contains 7044 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 91434 members 
Mstep: Class 14 contains 35433 members 
Mstep: Class 15 contains 105666 members 
Mstep: Class 16 contains 3503 members 
Mstep: Class 17 contains 7223 members 
Mstep: Class 18 contains 9758 members 
Mstep: Class 19 contains 14339 members 
Mstep: Class 20 contains 6381 members 
Mstep: Class 21 contains 2907 members 
Mstep: Class 22 contains 16172 members 
Mstep: Class 23 contains 100398 members 
Mstep: Class 24 contains 66886 members 
Mstep: Class 25 contains 37839 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 6849 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9295 members 
Mstep: Class 32 contains 364 members 
Mstep: Class 33 contains 3105 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7272 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 214 members 
Mstep: Class 40 contains 5510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111787304.000000 Penalty: 89247.812500
Iteration 184Q: 41 clusters Score -1.117873e+08 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104008 members 
Mstep: Class 3 contains 334 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 64431 members 
Mstep: Class 6 contains 26084 members 
Mstep: Class 7 contains 10547 members 
Mstep: Class 8 contains 58071 members 
Mstep: Class 9 contains 99154 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 7047 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 91139 members 
Mstep: Class 14 contains 35434 members 
Mstep: Class 15 contains 105708 members 
Mstep: Class 16 contains 3503 members 
Mstep: Class 17 contains 7221 members 
Mstep: Class 18 contains 9752 members 
Mstep: Class 19 contains 14331 members 
Mstep: Class 20 contains 6384 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 16170 members 
Mstep: Class 23 contains 100395 members 
Mstep: Class 24 contains 66924 members 
Mstep: Class 25 contains 37691 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 6851 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9294 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 3105 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7271 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 215 members 
Mstep: Class 40 contains 5511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111787536.000000 Penalty: 89247.812500
Iteration 185Q: 41 clusters Score -1.117875e+08 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104080 members 
Mstep: Class 3 contains 333 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 64301 members 
Mstep: Class 6 contains 26094 members 
Mstep: Class 7 contains 10544 members 
Mstep: Class 8 contains 58441 members 
Mstep: Class 9 contains 99132 members 
Mstep: Class 10 contains 7529 members 
Mstep: Class 11 contains 7047 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 90856 members 
Mstep: Class 14 contains 35432 members 
Mstep: Class 15 contains 105746 members 
Mstep: Class 16 contains 3503 members 
Mstep: Class 17 contains 7217 members 
Mstep: Class 18 contains 9752 members 
Mstep: Class 19 contains 14325 members 
Mstep: Class 20 contains 6386 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 16171 members 
Mstep: Class 23 contains 100397 members 
Mstep: Class 24 contains 66995 members 
Mstep: Class 25 contains 37548 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 2818 members 
Mstep: Class 29 contains 6855 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9293 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 3105 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7277 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 216 members 
Mstep: Class 40 contains 5509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111787368.000000 Penalty: 89247.812500
Iteration 186Q: 41 clusters Score -1.117874e+08 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104167 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 64155 members 
Mstep: Class 6 contains 26098 members 
Mstep: Class 7 contains 10543 members 
Mstep: Class 8 contains 58822 members 
Mstep: Class 9 contains 99144 members 
Mstep: Class 10 contains 7534 members 
Mstep: Class 11 contains 7047 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 90558 members 
Mstep: Class 14 contains 35432 members 
Mstep: Class 15 contains 105777 members 
Mstep: Class 16 contains 3504 members 
Mstep: Class 17 contains 7217 members 
Mstep: Class 18 contains 9750 members 
Mstep: Class 19 contains 14308 members 
Mstep: Class 20 contains 6382 members 
Mstep: Class 21 contains 2914 members 
Mstep: Class 22 contains 16175 members 
Mstep: Class 23 contains 100409 members 
Mstep: Class 24 contains 67069 members 
Mstep: Class 25 contains 37386 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 2818 members 
Mstep: Class 29 contains 6864 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9293 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 3105 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7285 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 217 members 
Mstep: Class 40 contains 5508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111787224.000000 Penalty: 89247.812500
Iteration 187Q: 41 clusters Score -1.117872e+08 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104264 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 64022 members 
Mstep: Class 6 contains 26102 members 
Mstep: Class 7 contains 10542 members 
Mstep: Class 8 contains 59235 members 
Mstep: Class 9 contains 99170 members 
Mstep: Class 10 contains 7531 members 
Mstep: Class 11 contains 7048 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 90222 members 
Mstep: Class 14 contains 35431 members 
Mstep: Class 15 contains 105803 members 
Mstep: Class 16 contains 3502 members 
Mstep: Class 17 contains 7219 members 
Mstep: Class 18 contains 9749 members 
Mstep: Class 19 contains 14297 members 
Mstep: Class 20 contains 6380 members 
Mstep: Class 21 contains 2914 members 
Mstep: Class 22 contains 16176 members 
Mstep: Class 23 contains 100404 members 
Mstep: Class 24 contains 67155 members 
Mstep: Class 25 contains 37224 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 2818 members 
Mstep: Class 29 contains 6868 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9293 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 3104 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7284 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 217 members 
Mstep: Class 40 contains 5508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111787112.000000 Penalty: 89247.812500
Iteration 188Q: 41 clusters Score -1.117871e+08 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104407 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 63898 members 
Mstep: Class 6 contains 26108 members 
Mstep: Class 7 contains 10532 members 
Mstep: Class 8 contains 59628 members 
Mstep: Class 9 contains 99205 members 
Mstep: Class 10 contains 7530 members 
Mstep: Class 11 contains 7047 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 89850 members 
Mstep: Class 14 contains 35422 members 
Mstep: Class 15 contains 105787 members 
Mstep: Class 16 contains 3502 members 
Mstep: Class 17 contains 7216 members 
Mstep: Class 18 contains 9745 members 
Mstep: Class 19 contains 14285 members 
Mstep: Class 20 contains 6382 members 
Mstep: Class 21 contains 2916 members 
Mstep: Class 22 contains 16177 members 
Mstep: Class 23 contains 100441 members 
Mstep: Class 24 contains 67244 members 
Mstep: Class 25 contains 37070 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 2819 members 
Mstep: Class 29 contains 6867 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9294 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 3104 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7281 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 217 members 
Mstep: Class 40 contains 5507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111786568.000000 Penalty: 89247.812500
Iteration 189Q: 41 clusters Score -1.117866e+08 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104446 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 63786 members 
Mstep: Class 6 contains 26119 members 
Mstep: Class 7 contains 10528 members 
Mstep: Class 8 contains 60036 members 
Mstep: Class 9 contains 99251 members 
Mstep: Class 10 contains 7534 members 
Mstep: Class 11 contains 7044 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 89469 members 
Mstep: Class 14 contains 35420 members 
Mstep: Class 15 contains 105822 members 
Mstep: Class 16 contains 3507 members 
Mstep: Class 17 contains 7211 members 
Mstep: Class 18 contains 9746 members 
Mstep: Class 19 contains 14283 members 
Mstep: Class 20 contains 6380 members 
Mstep: Class 21 contains 2919 members 
Mstep: Class 22 contains 16179 members 
Mstep: Class 23 contains 100475 members 
Mstep: Class 24 contains 67314 members 
Mstep: Class 25 contains 36927 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 2817 members 
Mstep: Class 29 contains 6868 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9293 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 3104 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7281 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 217 members 
Mstep: Class 40 contains 5507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111786616.000000 Penalty: 89247.812500
Iteration 190Q: 41 clusters Score -1.117866e+08 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104474 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 63669 members 
Mstep: Class 6 contains 26128 members 
Mstep: Class 7 contains 10525 members 
Mstep: Class 8 contains 60482 members 
Mstep: Class 9 contains 99315 members 
Mstep: Class 10 contains 7531 members 
Mstep: Class 11 contains 7043 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 89015 members 
Mstep: Class 14 contains 35412 members 
Mstep: Class 15 contains 105858 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 7207 members 
Mstep: Class 18 contains 9750 members 
Mstep: Class 19 contains 14280 members 
Mstep: Class 20 contains 6383 members 
Mstep: Class 21 contains 2922 members 
Mstep: Class 22 contains 16184 members 
Mstep: Class 23 contains 100512 members 
Mstep: Class 24 contains 67390 members 
Mstep: Class 25 contains 36804 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 2819 members 
Mstep: Class 29 contains 6867 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9293 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 3104 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7282 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 217 members 
Mstep: Class 40 contains 5506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111786528.000000 Penalty: 89247.812500
Iteration 191Q: 41 clusters Score -1.117865e+08 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104496 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 63539 members 
Mstep: Class 6 contains 26130 members 
Mstep: Class 7 contains 10519 members 
Mstep: Class 8 contains 60933 members 
Mstep: Class 9 contains 99364 members 
Mstep: Class 10 contains 7534 members 
Mstep: Class 11 contains 7044 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 88570 members 
Mstep: Class 14 contains 35417 members 
Mstep: Class 15 contains 105947 members 
Mstep: Class 16 contains 3512 members 
Mstep: Class 17 contains 7206 members 
Mstep: Class 18 contains 9752 members 
Mstep: Class 19 contains 14277 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 2922 members 
Mstep: Class 22 contains 16187 members 
Mstep: Class 23 contains 100506 members 
Mstep: Class 24 contains 67461 members 
Mstep: Class 25 contains 36682 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 2822 members 
Mstep: Class 29 contains 6868 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9292 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 3105 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7281 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 217 members 
Mstep: Class 40 contains 5509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111786272.000000 Penalty: 89247.812500
Iteration 192Q: 41 clusters Score -1.117863e+08 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104535 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 63423 members 
Mstep: Class 6 contains 26125 members 
Mstep: Class 7 contains 10515 members 
Mstep: Class 8 contains 61387 members 
Mstep: Class 9 contains 99343 members 
Mstep: Class 10 contains 7541 members 
Mstep: Class 11 contains 7046 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 88092 members 
Mstep: Class 14 contains 35421 members 
Mstep: Class 15 contains 106055 members 
Mstep: Class 16 contains 3513 members 
Mstep: Class 17 contains 7204 members 
Mstep: Class 18 contains 9751 members 
Mstep: Class 19 contains 14266 members 
Mstep: Class 20 contains 6393 members 
Mstep: Class 21 contains 2922 members 
Mstep: Class 22 contains 16187 members 
Mstep: Class 23 contains 100545 members 
Mstep: Class 24 contains 67549 members 
Mstep: Class 25 contains 36575 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 2821 members 
Mstep: Class 29 contains 6871 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 3104 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7279 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 217 members 
Mstep: Class 40 contains 5512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111786104.000000 Penalty: 89247.812500
Iteration 193Q: 41 clusters Score -1.117861e+08 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104546 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2124 members 
Mstep: Class 5 contains 63294 members 
Mstep: Class 6 contains 26118 members 
Mstep: Class 7 contains 10508 members 
Mstep: Class 8 contains 61874 members 
Mstep: Class 9 contains 99325 members 
Mstep: Class 10 contains 7555 members 
Mstep: Class 11 contains 7044 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 87620 members 
Mstep: Class 14 contains 35423 members 
Mstep: Class 15 contains 106163 members 
Mstep: Class 16 contains 3513 members 
Mstep: Class 17 contains 7205 members 
Mstep: Class 18 contains 9753 members 
Mstep: Class 19 contains 14263 members 
Mstep: Class 20 contains 6400 members 
Mstep: Class 21 contains 2923 members 
Mstep: Class 22 contains 16189 members 
Mstep: Class 23 contains 100574 members 
Mstep: Class 24 contains 67635 members 
Mstep: Class 25 contains 36456 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 2820 members 
Mstep: Class 29 contains 6869 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9293 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 3104 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7280 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 217 members 
Mstep: Class 40 contains 5516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785952.000000 Penalty: 89247.812500
Iteration 194Q: 41 clusters Score -1.11786e+08 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104578 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2124 members 
Mstep: Class 5 contains 63168 members 
Mstep: Class 6 contains 26116 members 
Mstep: Class 7 contains 10504 members 
Mstep: Class 8 contains 62374 members 
Mstep: Class 9 contains 99309 members 
Mstep: Class 10 contains 7569 members 
Mstep: Class 11 contains 7044 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 87125 members 
Mstep: Class 14 contains 35431 members 
Mstep: Class 15 contains 106247 members 
Mstep: Class 16 contains 3513 members 
Mstep: Class 17 contains 7203 members 
Mstep: Class 18 contains 9753 members 
Mstep: Class 19 contains 14259 members 
Mstep: Class 20 contains 6406 members 
Mstep: Class 21 contains 2926 members 
Mstep: Class 22 contains 16191 members 
Mstep: Class 23 contains 100612 members 
Mstep: Class 24 contains 67719 members 
Mstep: Class 25 contains 36331 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 2820 members 
Mstep: Class 29 contains 6871 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9293 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 3104 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7277 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 217 members 
Mstep: Class 40 contains 5520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785504.000000 Penalty: 89247.812500
Iteration 195Q: 41 clusters Score -1.117855e+08 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104611 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 63039 members 
Mstep: Class 6 contains 26115 members 
Mstep: Class 7 contains 10494 members 
Mstep: Class 8 contains 62843 members 
Mstep: Class 9 contains 99332 members 
Mstep: Class 10 contains 7584 members 
Mstep: Class 11 contains 7042 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 86666 members 
Mstep: Class 14 contains 35439 members 
Mstep: Class 15 contains 106286 members 
Mstep: Class 16 contains 3512 members 
Mstep: Class 17 contains 7204 members 
Mstep: Class 18 contains 9756 members 
Mstep: Class 19 contains 14259 members 
Mstep: Class 20 contains 6411 members 
Mstep: Class 21 contains 2927 members 
Mstep: Class 22 contains 16192 members 
Mstep: Class 23 contains 100616 members 
Mstep: Class 24 contains 67819 members 
Mstep: Class 25 contains 36224 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 2823 members 
Mstep: Class 29 contains 6876 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9293 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 3105 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7273 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 217 members 
Mstep: Class 40 contains 5521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785496.000000 Penalty: 89247.812500
Iteration 196Q: 41 clusters Score -1.117855e+08 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104620 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2127 members 
Mstep: Class 5 contains 62904 members 
Mstep: Class 6 contains 26119 members 
Mstep: Class 7 contains 10485 members 
Mstep: Class 8 contains 63368 members 
Mstep: Class 9 contains 99312 members 
Mstep: Class 10 contains 7600 members 
Mstep: Class 11 contains 7040 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 86227 members 
Mstep: Class 14 contains 35439 members 
Mstep: Class 15 contains 106310 members 
Mstep: Class 16 contains 3513 members 
Mstep: Class 17 contains 7208 members 
Mstep: Class 18 contains 9755 members 
Mstep: Class 19 contains 14253 members 
Mstep: Class 20 contains 6411 members 
Mstep: Class 21 contains 2929 members 
Mstep: Class 22 contains 16192 members 
Mstep: Class 23 contains 100621 members 
Mstep: Class 24 contains 67919 members 
Mstep: Class 25 contains 36137 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 2826 members 
Mstep: Class 29 contains 6879 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9293 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 3105 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7274 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 217 members 
Mstep: Class 40 contains 5521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785536.000000 Penalty: 89247.812500
Iteration 197Q: 41 clusters Score -1.117855e+08 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104599 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 62788 members 
Mstep: Class 6 contains 26117 members 
Mstep: Class 7 contains 10470 members 
Mstep: Class 8 contains 63878 members 
Mstep: Class 9 contains 99303 members 
Mstep: Class 10 contains 7622 members 
Mstep: Class 11 contains 7034 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 85794 members 
Mstep: Class 14 contains 35439 members 
Mstep: Class 15 contains 106337 members 
Mstep: Class 16 contains 3514 members 
Mstep: Class 17 contains 7206 members 
Mstep: Class 18 contains 9754 members 
Mstep: Class 19 contains 14253 members 
Mstep: Class 20 contains 6414 members 
Mstep: Class 21 contains 2931 members 
Mstep: Class 22 contains 16193 members 
Mstep: Class 23 contains 100631 members 
Mstep: Class 24 contains 68027 members 
Mstep: Class 25 contains 36067 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 2828 members 
Mstep: Class 29 contains 6876 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9292 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 3105 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7269 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 217 members 
Mstep: Class 40 contains 5520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785400.000000 Penalty: 89247.812500
Iteration 198Q: 41 clusters Score -1.117854e+08 nChanged 1587
Entering ConstructFrom: 
Score: -111785400.000000 Penalty: 89247.812500
Entering ConstructFrom: 
Trying to split cluster 1 (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: -37177.550781 Penalty: 967.402039
	Iteration 0F: 2 clusters Score -37177.55 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 212 members 
Entering Unmasked Estep 
Score: -36292.242188 Penalty: 1934.804077
	Iteration 0F: 3 clusters Score -36292.24 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36436.207031 Penalty: 1934.804077
	Iteration 1F: 3 clusters Score -36436.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36528.187500 Penalty: 1934.804077
	Iteration 2F: 3 clusters Score -36528.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36599.281250 Penalty: 1934.804077
	Iteration 3F: 3 clusters Score -36599.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36663.328125 Penalty: 1934.804077
	Iteration 4F: 3 clusters Score -36663.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -36712.132812 Penalty: 1934.804077
	Iteration 5Q: 3 clusters Score -36712.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -36775.144531 Penalty: 1934.804077
	Iteration 6Q: 3 clusters Score -36775.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -36788.535156 Penalty: 1934.804077
	Iteration 7Q: 3 clusters Score -36788.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36793.707031 Penalty: 1934.804077
	Iteration 8Q: 3 clusters Score -36793.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36797.378906 Penalty: 1934.804077
	Iteration 9Q: 3 clusters Score -36797.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -36805.437500 Penalty: 1934.804077
	Iteration 10Q: 3 clusters Score -36805.44 nChanged 3
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: -36818.621094 Penalty: 1934.804077
	Iteration 11Q: 3 clusters Score -36818.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -36833.394531 Penalty: 1934.804077
	Iteration 12Q: 3 clusters Score -36833.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -36855.660156 Penalty: 1934.804077
	Iteration 13Q: 3 clusters Score -36855.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -36871.816406 Penalty: 1934.804077
	Iteration 14Q: 3 clusters Score -36871.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36873.332031 Penalty: 1934.804077
	Iteration 15Q: 3 clusters Score -36873.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36873.332031 Penalty: 1934.804077
	Iteration 16F: 3 clusters Score -36873.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (104583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104583 members 
Entering Unmasked Estep 
Score: -13097661.000000 Penalty: 1878.132202
	Iteration 0F: 2 clusters Score -1.309766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52298 members 
Mstep: Class 2 contains 52285 members 
Entering Unmasked Estep 
Score: -13030609.000000 Penalty: 3756.264404
	Iteration 0F: 3 clusters Score -1.303061e+07 nChanged 50185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52457 members 
Mstep: Class 2 contains 52126 members 
Entering Unmasked Estep 
Score: -13060024.000000 Penalty: 3756.264404
	Iteration 1F: 3 clusters Score -1.306002e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52435 members 
Mstep: Class 2 contains 52148 members 
Entering Unmasked Estep 
Score: -13060756.000000 Penalty: 3756.264404
	Iteration 2Q: 3 clusters Score -1.306076e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 52211 members 
Entering Unmasked Estep 
Score: -13061484.000000 Penalty: 3756.264404
	Iteration 3Q: 3 clusters Score -1.306148e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52325 members 
Mstep: Class 2 contains 52258 members 
Entering Unmasked Estep 
Score: -13062501.000000 Penalty: 3756.264404
	Iteration 4Q: 3 clusters Score -1.30625e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52250 members 
Mstep: Class 2 contains 52333 members 
Entering Unmasked Estep 
Score: -13063668.000000 Penalty: 3756.264404
	Iteration 5Q: 3 clusters Score -1.306367e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52217 members 
Mstep: Class 2 contains 52366 members 
Entering Unmasked Estep 
Score: -13065386.000000 Penalty: 3756.264404
	Iteration 6Q: 3 clusters Score -1.306539e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52039 members 
Mstep: Class 2 contains 52544 members 
Entering Unmasked Estep 
Score: -13068048.000000 Penalty: 3756.264404
	Iteration 7F: 3 clusters Score -1.306805e+07 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51713 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -13072052.000000 Penalty: 3756.264404
	Iteration 8F: 3 clusters Score -1.307205e+07 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51427 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -13077200.000000 Penalty: 3756.264404
	Iteration 9F: 3 clusters Score -1.30772e+07 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 53380 members 
Entering Unmasked Estep 
Score: -13081904.000000 Penalty: 3756.264404
	Iteration 10F: 3 clusters Score -1.30819e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51205 members 
Mstep: Class 2 contains 53378 members 
Entering Unmasked Estep 
Score: -13084225.000000 Penalty: 3756.264404
	Iteration 11F: 3 clusters Score -1.308422e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51314 members 
Mstep: Class 2 contains 53269 members 
Entering Unmasked Estep 
Score: -13084942.000000 Penalty: 3756.264404
	Iteration 12Q: 3 clusters Score -1.308494e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51510 members 
Mstep: Class 2 contains 53073 members 
Entering Unmasked Estep 
Score: -13085132.000000 Penalty: 3756.264404
	Iteration 13Q: 3 clusters Score -1.308513e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51784 members 
Mstep: Class 2 contains 52799 members 
Entering Unmasked Estep 
Score: -13085397.000000 Penalty: 3756.264404
	Iteration 14Q: 3 clusters Score -1.30854e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52041 members 
Mstep: Class 2 contains 52542 members 
Entering Unmasked Estep 
Score: -13085598.000000 Penalty: 3756.264404
	Iteration 15Q: 3 clusters Score -1.30856e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52299 members 
Mstep: Class 2 contains 52284 members 
Entering Unmasked Estep 
Score: -13085761.000000 Penalty: 3756.264404
	Iteration 16Q: 3 clusters Score -1.308576e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52530 members 
Mstep: Class 2 contains 52053 members 
Entering Unmasked Estep 
Score: -13085866.000000 Penalty: 3756.264404
	Iteration 17Q: 3 clusters Score -1.308587e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52814 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -13085988.000000 Penalty: 3756.264404
	Iteration 18Q: 3 clusters Score -1.308599e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53066 members 
Mstep: Class 2 contains 51517 members 
Entering Unmasked Estep 
Score: -13086082.000000 Penalty: 3756.264404
	Iteration 19Q: 3 clusters Score -1.308608e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53303 members 
Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -13086308.000000 Penalty: 3756.264404
	Iteration 20F: 3 clusters Score -1.308631e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53541 members 
Mstep: Class 2 contains 51042 members 
Entering Unmasked Estep 
Score: -13086564.000000 Penalty: 3756.264404
	Iteration 21Q: 3 clusters Score -1.308656e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53813 members 
Mstep: Class 2 contains 50770 members 
Entering Unmasked Estep 
Score: -13086765.000000 Penalty: 3756.264404
	Iteration 22Q: 3 clusters Score -1.308676e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54067 members 
Mstep: Class 2 contains 50516 members 
Entering Unmasked Estep 
Score: -13086953.000000 Penalty: 3756.264404
	Iteration 23Q: 3 clusters Score -1.308695e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 50267 members 
Entering Unmasked Estep 
Score: -13087015.000000 Penalty: 3756.264404
	Iteration 24Q: 3 clusters Score -1.308702e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54544 members 
Mstep: Class 2 contains 50039 members 
Entering Unmasked Estep 
Score: -13087214.000000 Penalty: 3756.264404
	Iteration 25Q: 3 clusters Score -1.308721e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54742 members 
Mstep: Class 2 contains 49841 members 
Entering Unmasked Estep 
Score: -13087286.000000 Penalty: 3756.264404
	Iteration 26Q: 3 clusters Score -1.308729e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54880 members 
Mstep: Class 2 contains 49703 members 
Entering Unmasked Estep 
Score: -13087398.000000 Penalty: 3756.264404
	Iteration 27Q: 3 clusters Score -1.30874e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55005 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -13087489.000000 Penalty: 3756.264404
	Iteration 28Q: 3 clusters Score -1.308749e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55133 members 
Mstep: Class 2 contains 49450 members 
Entering Unmasked Estep 
Score: -13087601.000000 Penalty: 3756.264404
	Iteration 29Q: 3 clusters Score -1.30876e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55234 members 
Mstep: Class 2 contains 49349 members 
Entering Unmasked Estep 
Score: -13087755.000000 Penalty: 3756.264404
	Iteration 30Q: 3 clusters Score -1.308776e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55347 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -13087962.000000 Penalty: 3756.264404
	Iteration 31Q: 3 clusters Score -1.308796e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55396 members 
Mstep: Class 2 contains 49187 members 
Entering Unmasked Estep 
Score: -13088090.000000 Penalty: 3756.264404
	Iteration 32Q: 3 clusters Score -1.308809e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55417 members 
Mstep: Class 2 contains 49166 members 
Entering Unmasked Estep 
Score: -13088248.000000 Penalty: 3756.264404
	Iteration 33Q: 3 clusters Score -1.308825e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55456 members 
Mstep: Class 2 contains 49127 members 
Entering Unmasked Estep 
Score: -13088351.000000 Penalty: 3756.264404
	Iteration 34Q: 3 clusters Score -1.308835e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55522 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -13088467.000000 Penalty: 3756.264404
	Iteration 35Q: 3 clusters Score -1.308847e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55571 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -13088577.000000 Penalty: 3756.264404
	Iteration 36Q: 3 clusters Score -1.308858e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55642 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
Score: -13088690.000000 Penalty: 3756.264404
	Iteration 37Q: 3 clusters Score -1.308869e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 48867 members 
Entering Unmasked Estep 
Score: -13088703.000000 Penalty: 3756.264404
	Iteration 38Q: 3 clusters Score -1.30887e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55826 members 
Mstep: Class 2 contains 48757 members 
Entering Unmasked Estep 
Score: -13088771.000000 Penalty: 3756.264404
	Iteration 39Q: 3 clusters Score -1.308877e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55937 members 
Mstep: Class 2 contains 48646 members 
Entering Unmasked Estep 
Score: -13088802.000000 Penalty: 3756.264404
	Iteration 40F: 3 clusters Score -1.30888e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55987 members 
Mstep: Class 2 contains 48596 members 
Entering Unmasked Estep 
Score: -13088802.000000 Penalty: 3756.264404
	Iteration 41Q: 3 clusters Score -1.30888e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56015 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -13088854.000000 Penalty: 3756.264404
	Iteration 42Q: 3 clusters Score -1.308885e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56082 members 
Mstep: Class 2 contains 48501 members 
Entering Unmasked Estep 
Score: -13088881.000000 Penalty: 3756.264404
	Iteration 43Q: 3 clusters Score -1.308888e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56133 members 
Mstep: Class 2 contains 48450 members 
Entering Unmasked Estep 
Score: -13088912.000000 Penalty: 3756.264404
	Iteration 44Q: 3 clusters Score -1.308891e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56179 members 
Mstep: Class 2 contains 48404 members 
Entering Unmasked Estep 
Score: -13088928.000000 Penalty: 3756.264404
	Iteration 45Q: 3 clusters Score -1.308893e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56242 members 
Mstep: Class 2 contains 48341 members 
Entering Unmasked Estep 
Score: -13088977.000000 Penalty: 3756.264404
	Iteration 46Q: 3 clusters Score -1.308898e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56273 members 
Mstep: Class 2 contains 48310 members 
Entering Unmasked Estep 
Score: -13089012.000000 Penalty: 3756.264404
	Iteration 47Q: 3 clusters Score -1.308901e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56300 members 
Mstep: Class 2 contains 48283 members 
Entering Unmasked Estep 
Score: -13089018.000000 Penalty: 3756.264404
	Iteration 48Q: 3 clusters Score -1.308902e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56341 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
Score: -13089034.000000 Penalty: 3756.264404
	Iteration 49Q: 3 clusters Score -1.308903e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56366 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -13089077.000000 Penalty: 3756.264404
	Iteration 50Q: 3 clusters Score -1.308908e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56421 members 
Mstep: Class 2 contains 48162 members 
Entering Unmasked Estep 
Score: -13089127.000000 Penalty: 3756.264404
	Iteration 51Q: 3 clusters Score -1.308913e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56475 members 
Mstep: Class 2 contains 48108 members 
Entering Unmasked Estep 
Score: -13089143.000000 Penalty: 3756.264404
	Iteration 52Q: 3 clusters Score -1.308914e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56542 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -13089161.000000 Penalty: 3756.264404
	Iteration 53Q: 3 clusters Score -1.308916e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56596 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -13089143.000000 Penalty: 3756.264404
	Iteration 54Q: 3 clusters Score -1.308914e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56673 members 
Mstep: Class 2 contains 47910 members 
Entering Unmasked Estep 
Score: -13089163.000000 Penalty: 3756.264404
	Iteration 55Q: 3 clusters Score -1.308916e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56719 members 
Mstep: Class 2 contains 47864 members 
Entering Unmasked Estep 
Score: -13089163.000000 Penalty: 3756.264404
	Iteration 56Q: 3 clusters Score -1.308916e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56755 members 
Mstep: Class 2 contains 47828 members 
Entering Unmasked Estep 
Score: -13089158.000000 Penalty: 3756.264404
	Iteration 57Q: 3 clusters Score -1.308916e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56793 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -13089172.000000 Penalty: 3756.264404
	Iteration 58Q: 3 clusters Score -1.308917e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56822 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -13089193.000000 Penalty: 3756.264404
	Iteration 59Q: 3 clusters Score -1.308919e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -13089207.000000 Penalty: 3756.264404
	Iteration 60F: 3 clusters Score -1.308921e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56905 members 
Mstep: Class 2 contains 47678 members 
Entering Unmasked Estep 
Score: -13089238.000000 Penalty: 3756.264404
	Iteration 61Q: 3 clusters Score -1.308924e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56931 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -13089255.000000 Penalty: 3756.264404
	Iteration 62Q: 3 clusters Score -1.308926e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56951 members 
Mstep: Class 2 contains 47632 members 
Entering Unmasked Estep 
Score: -13089280.000000 Penalty: 3756.264404
	Iteration 63Q: 3 clusters Score -1.308928e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56968 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -13089282.000000 Penalty: 3756.264404
	Iteration 64Q: 3 clusters Score -1.308928e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56994 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -13089249.000000 Penalty: 3756.264404
	Iteration 65Q: 3 clusters Score -1.308925e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57001 members 
Mstep: Class 2 contains 47582 members 
Entering Unmasked Estep 
Score: -13089234.000000 Penalty: 3756.264404
	Iteration 66Q: 3 clusters Score -1.308923e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57025 members 
Mstep: Class 2 contains 47558 members 
Entering Unmasked Estep 
Score: -13089243.000000 Penalty: 3756.264404
	Iteration 67Q: 3 clusters Score -1.308924e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57048 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -13089247.000000 Penalty: 3756.264404
	Iteration 68Q: 3 clusters Score -1.308925e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57066 members 
Mstep: Class 2 contains 47517 members 
Entering Unmasked Estep 
Score: -13089259.000000 Penalty: 3756.264404
	Iteration 69Q: 3 clusters Score -1.308926e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57097 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -13089284.000000 Penalty: 3756.264404
	Iteration 70Q: 3 clusters Score -1.308928e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57096 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -13089267.000000 Penalty: 3756.264404
	Iteration 71Q: 3 clusters Score -1.308927e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57106 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
Score: -13089252.000000 Penalty: 3756.264404
	Iteration 72Q: 3 clusters Score -1.308925e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57111 members 
Mstep: Class 2 contains 47472 members 
Entering Unmasked Estep 
Score: -13089255.000000 Penalty: 3756.264404
	Iteration 73Q: 3 clusters Score -1.308926e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57119 members 
Mstep: Class 2 contains 47464 members 
Entering Unmasked Estep 
Score: -13089250.000000 Penalty: 3756.264404
	Iteration 74Q: 3 clusters Score -1.308925e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57124 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -13089260.000000 Penalty: 3756.264404
	Iteration 75Q: 3 clusters Score -1.308926e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57133 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -13089271.000000 Penalty: 3756.264404
	Iteration 76Q: 3 clusters Score -1.308927e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57142 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -13089268.000000 Penalty: 3756.264404
	Iteration 77Q: 3 clusters Score -1.308927e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57147 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -13089271.000000 Penalty: 3756.264404
	Iteration 78Q: 3 clusters Score -1.308927e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57144 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -13089258.000000 Penalty: 3756.264404
	Iteration 79Q: 3 clusters Score -1.308926e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57139 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -13089245.000000 Penalty: 3756.264404
	Iteration 80F: 3 clusters Score -1.308924e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57141 members 
Mstep: Class 2 contains 47442 members 
Entering Unmasked Estep 
Score: -13089285.000000 Penalty: 3756.264404
	Iteration 81Q: 3 clusters Score -1.308928e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57150 members 
Mstep: Class 2 contains 47433 members 
Entering Unmasked Estep 
Score: -13089297.000000 Penalty: 3756.264404
	Iteration 82Q: 3 clusters Score -1.30893e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57154 members 
Mstep: Class 2 contains 47429 members 
Entering Unmasked Estep 
Score: -13089320.000000 Penalty: 3756.264404
	Iteration 83Q: 3 clusters Score -1.308932e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57150 members 
Mstep: Class 2 contains 47433 members 
Entering Unmasked Estep 
Score: -13089318.000000 Penalty: 3756.264404
	Iteration 84Q: 3 clusters Score -1.308932e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57148 members 
Mstep: Class 2 contains 47435 members 
Entering Unmasked Estep 
Score: -13089328.000000 Penalty: 3756.264404
	Iteration 85Q: 3 clusters Score -1.308933e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57147 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -13089314.000000 Penalty: 3756.264404
	Iteration 86Q: 3 clusters Score -1.308931e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57140 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -13089316.000000 Penalty: 3756.264404
	Iteration 87Q: 3 clusters Score -1.308932e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57131 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -13089326.000000 Penalty: 3756.264404
	Iteration 88Q: 3 clusters Score -1.308933e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57131 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -13089306.000000 Penalty: 3756.264404
	Iteration 89Q: 3 clusters Score -1.308931e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57135 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -13089295.000000 Penalty: 3756.264404
	Iteration 90Q: 3 clusters Score -1.30893e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57141 members 
Mstep: Class 2 contains 47442 members 
Entering Unmasked Estep 
Score: -13089295.000000 Penalty: 3756.264404
	Iteration 91Q: 3 clusters Score -1.30893e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57150 members 
Mstep: Class 2 contains 47433 members 
Entering Unmasked Estep 
Score: -13089297.000000 Penalty: 3756.264404
	Iteration 92Q: 3 clusters Score -1.30893e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57144 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -13089300.000000 Penalty: 3756.264404
	Iteration 93Q: 3 clusters Score -1.30893e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57141 members 
Mstep: Class 2 contains 47442 members 
Entering Unmasked Estep 
Score: -13089306.000000 Penalty: 3756.264404
	Iteration 94Q: 3 clusters Score -1.308931e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57140 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -13089317.000000 Penalty: 3756.264404
	Iteration 95Q: 3 clusters Score -1.308932e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57142 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -13089336.000000 Penalty: 3756.264404
	Iteration 96Q: 3 clusters Score -1.308934e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57141 members 
Mstep: Class 2 contains 47442 members 
Entering Unmasked Estep 
Score: -13089343.000000 Penalty: 3756.264404
	Iteration 97Q: 3 clusters Score -1.308934e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57150 members 
Mstep: Class 2 contains 47433 members 
Entering Unmasked Estep 
Score: -13089348.000000 Penalty: 3756.264404
	Iteration 98Q: 3 clusters Score -1.308935e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57175 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -13089343.000000 Penalty: 3756.264404
	Iteration 99Q: 3 clusters Score -1.308934e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57198 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -13089336.000000 Penalty: 3756.264404
	Iteration 100F: 3 clusters Score -1.308934e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57212 members 
Mstep: Class 2 contains 47371 members 
Entering Unmasked Estep 
Score: -13089314.000000 Penalty: 3756.264404
	Iteration 101Q: 3 clusters Score -1.308931e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57225 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -13089306.000000 Penalty: 3756.264404
	Iteration 102Q: 3 clusters Score -1.308931e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57247 members 
Mstep: Class 2 contains 47336 members 
Entering Unmasked Estep 
Score: -13089306.000000 Penalty: 3756.264404
	Iteration 103Q: 3 clusters Score -1.308931e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57260 members 
Mstep: Class 2 contains 47323 members 
Entering Unmasked Estep 
Score: -13089311.000000 Penalty: 3756.264404
	Iteration 104Q: 3 clusters Score -1.308931e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57266 members 
Mstep: Class 2 contains 47317 members 
Entering Unmasked Estep 
Score: -13089327.000000 Penalty: 3756.264404
	Iteration 105Q: 3 clusters Score -1.308933e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57279 members 
Mstep: Class 2 contains 47304 members 
Entering Unmasked Estep 
Score: -13089331.000000 Penalty: 3756.264404
	Iteration 106Q: 3 clusters Score -1.308933e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57283 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -13089328.000000 Penalty: 3756.264404
	Iteration 107Q: 3 clusters Score -1.308933e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57297 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -13089341.000000 Penalty: 3756.264404
	Iteration 108Q: 3 clusters Score -1.308934e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57300 members 
Mstep: Class 2 contains 47283 members 
Entering Unmasked Estep 
Score: -13089336.000000 Penalty: 3756.264404
	Iteration 109Q: 3 clusters Score -1.308934e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57302 members 
Mstep: Class 2 contains 47281 members 
Entering Unmasked Estep 
Score: -13089348.000000 Penalty: 3756.264404
	Iteration 110Q: 3 clusters Score -1.308935e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57307 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -13089361.000000 Penalty: 3756.264404
	Iteration 111Q: 3 clusters Score -1.308936e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57305 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
Score: -13089362.000000 Penalty: 3756.264404
	Iteration 112Q: 3 clusters Score -1.308936e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57306 members 
Mstep: Class 2 contains 47277 members 
Entering Unmasked Estep 
Score: -13089375.000000 Penalty: 3756.264404
	Iteration 113Q: 3 clusters Score -1.308938e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57307 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -13089361.000000 Penalty: 3756.264404
	Iteration 114Q: 3 clusters Score -1.308936e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57307 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -13089353.000000 Penalty: 3756.264404
	Iteration 115Q: 3 clusters Score -1.308935e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57303 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -13089373.000000 Penalty: 3756.264404
	Iteration 116Q: 3 clusters Score -1.308937e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57298 members 
Mstep: Class 2 contains 47285 members 
Entering Unmasked Estep 
Score: -13089381.000000 Penalty: 3756.264404
	Iteration 117Q: 3 clusters Score -1.308938e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57295 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -13089389.000000 Penalty: 3756.264404
	Iteration 118Q: 3 clusters Score -1.308939e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57295 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -13089379.000000 Penalty: 3756.264404
	Iteration 119Q: 3 clusters Score -1.308938e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57298 members 
Mstep: Class 2 contains 47285 members 
Entering Unmasked Estep 
Score: -13089393.000000 Penalty: 3756.264404
	Iteration 120F: 3 clusters Score -1.308939e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57303 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -13089368.000000 Penalty: 3756.264404
	Iteration 121Q: 3 clusters Score -1.308937e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57303 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -13089360.000000 Penalty: 3756.264404
	Iteration 122Q: 3 clusters Score -1.308936e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57306 members 
Mstep: Class 2 contains 47277 members 
Entering Unmasked Estep 
Score: -13089370.000000 Penalty: 3756.264404
	Iteration 123Q: 3 clusters Score -1.308937e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57319 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -13089350.000000 Penalty: 3756.264404
	Iteration 124Q: 3 clusters Score -1.308935e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57334 members 
Mstep: Class 2 contains 47249 members 
Entering Unmasked Estep 
Score: -13089359.000000 Penalty: 3756.264404
	Iteration 125Q: 3 clusters Score -1.308936e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57338 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -13089351.000000 Penalty: 3756.264404
	Iteration 126Q: 3 clusters Score -1.308935e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57332 members 
Mstep: Class 2 contains 47251 members 
Entering Unmasked Estep 
Score: -13089348.000000 Penalty: 3756.264404
	Iteration 127Q: 3 clusters Score -1.308935e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57329 members 
Mstep: Class 2 contains 47254 members 
Entering Unmasked Estep 
Score: -13089341.000000 Penalty: 3756.264404
	Iteration 128Q: 3 clusters Score -1.308934e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57329 members 
Mstep: Class 2 contains 47254 members 
Entering Unmasked Estep 
Score: -13089343.000000 Penalty: 3756.264404
	Iteration 129Q: 3 clusters Score -1.308934e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57335 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -13089333.000000 Penalty: 3756.264404
	Iteration 130Q: 3 clusters Score -1.308933e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57340 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -13089331.000000 Penalty: 3756.264404
	Iteration 131Q: 3 clusters Score -1.308933e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57341 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -13089331.000000 Penalty: 3756.264404
	Iteration 132Q: 3 clusters Score -1.308933e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57336 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -13089334.000000 Penalty: 3756.264404
	Iteration 133Q: 3 clusters Score -1.308933e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57333 members 
Mstep: Class 2 contains 47250 members 
Entering Unmasked Estep 
Score: -13089332.000000 Penalty: 3756.264404
	Iteration 134Q: 3 clusters Score -1.308933e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57336 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -13089323.000000 Penalty: 3756.264404
	Iteration 135Q: 3 clusters Score -1.308932e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57337 members 
Mstep: Class 2 contains 47246 members 
Entering Unmasked Estep 
Score: -13089341.000000 Penalty: 3756.264404
	Iteration 136Q: 3 clusters Score -1.308934e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -13089336.000000 Penalty: 3756.264404
	Iteration 137Q: 3 clusters Score -1.308934e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57347 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -13089329.000000 Penalty: 3756.264404
	Iteration 138Q: 3 clusters Score -1.308933e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -13089327.000000 Penalty: 3756.264404
	Iteration 139Q: 3 clusters Score -1.308933e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57343 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -13089336.000000 Penalty: 3756.264404
	Iteration 140F: 3 clusters Score -1.308934e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57345 members 
Mstep: Class 2 contains 47238 members 
Entering Unmasked Estep 
Score: -13089344.000000 Penalty: 3756.264404
	Iteration 141Q: 3 clusters Score -1.308934e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57341 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -13089355.000000 Penalty: 3756.264404
	Iteration 142Q: 3 clusters Score -1.308936e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57341 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -13089341.000000 Penalty: 3756.264404
	Iteration 143Q: 3 clusters Score -1.308934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57343 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -13089348.000000 Penalty: 3756.264404
	Iteration 144Q: 3 clusters Score -1.308935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57349 members 
Mstep: Class 2 contains 47234 members 
Entering Unmasked Estep 
Score: -13089338.000000 Penalty: 3756.264404
	Iteration 145Q: 3 clusters Score -1.308934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57349 members 
Mstep: Class 2 contains 47234 members 
Entering Unmasked Estep 
Score: -13089325.000000 Penalty: 3756.264404
	Iteration 146Q: 3 clusters Score -1.308932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57348 members 
Mstep: Class 2 contains 47235 members 
Entering Unmasked Estep 
Score: -13089332.000000 Penalty: 3756.264404
	Iteration 147Q: 3 clusters Score -1.308933e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57345 members 
Mstep: Class 2 contains 47238 members 
Entering Unmasked Estep 
Score: -13089331.000000 Penalty: 3756.264404
	Iteration 148Q: 3 clusters Score -1.308933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57342 members 
Mstep: Class 2 contains 47241 members 
Entering Unmasked Estep 
Score: -13089322.000000 Penalty: 3756.264404
	Iteration 149Q: 3 clusters Score -1.308932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57335 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -13089325.000000 Penalty: 3756.264404
	Iteration 150Q: 3 clusters Score -1.308932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57336 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -13089327.000000 Penalty: 3756.264404
	Iteration 151Q: 3 clusters Score -1.308933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57336 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -13089327.000000 Penalty: 3756.264404
	Iteration 152Q: 3 clusters Score -1.308933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57335 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -13089322.000000 Penalty: 3756.264404
	Iteration 153Q: 3 clusters Score -1.308932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57333 members 
Mstep: Class 2 contains 47250 members 
Entering Unmasked Estep 
Score: -13089323.000000 Penalty: 3756.264404
	Iteration 154Q: 3 clusters Score -1.308932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57331 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -13089324.000000 Penalty: 3756.264404
	Iteration 155Q: 3 clusters Score -1.308932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57328 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -13089320.000000 Penalty: 3756.264404
	Iteration 156Q: 3 clusters Score -1.308932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57326 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -13089333.000000 Penalty: 3756.264404
	Iteration 157Q: 3 clusters Score -1.308933e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57319 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -13089324.000000 Penalty: 3756.264404
	Iteration 158Q: 3 clusters Score -1.308932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57316 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
Score: -13089328.000000 Penalty: 3756.264404
	Iteration 159Q: 3 clusters Score -1.308933e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57309 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -13089327.000000 Penalty: 3756.264404
	Iteration 160F: 3 clusters Score -1.308933e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57299 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -13089318.000000 Penalty: 3756.264404
	Iteration 161Q: 3 clusters Score -1.308932e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57281 members 
Mstep: Class 2 contains 47302 members 
Entering Unmasked Estep 
Score: -13089328.000000 Penalty: 3756.264404
	Iteration 162Q: 3 clusters Score -1.308933e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57276 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -13089329.000000 Penalty: 3756.264404
	Iteration 163Q: 3 clusters Score -1.308933e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57270 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -13089338.000000 Penalty: 3756.264404
	Iteration 164Q: 3 clusters Score -1.308934e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57266 members 
Mstep: Class 2 contains 47317 members 
Entering Unmasked Estep 
Score: -13089330.000000 Penalty: 3756.264404
	Iteration 165Q: 3 clusters Score -1.308933e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57267 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -13089336.000000 Penalty: 3756.264404
	Iteration 166Q: 3 clusters Score -1.308934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57276 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -13089317.000000 Penalty: 3756.264404
	Iteration 167Q: 3 clusters Score -1.308932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57274 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -13089317.000000 Penalty: 3756.264404
	Iteration 168Q: 3 clusters Score -1.308932e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57275 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -13089296.000000 Penalty: 3756.264404
	Iteration 169Q: 3 clusters Score -1.30893e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57282 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -13089291.000000 Penalty: 3756.264404
	Iteration 170Q: 3 clusters Score -1.308929e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57288 members 
Mstep: Class 2 contains 47295 members 
Entering Unmasked Estep 
Score: -13089295.000000 Penalty: 3756.264404
	Iteration 171Q: 3 clusters Score -1.30893e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57291 members 
Mstep: Class 2 contains 47292 members 
Entering Unmasked Estep 
Score: -13089309.000000 Penalty: 3756.264404
	Iteration 172Q: 3 clusters Score -1.308931e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57295 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -13089312.000000 Penalty: 3756.264404
	Iteration 173Q: 3 clusters Score -1.308931e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57300 members 
Mstep: Class 2 contains 47283 members 
Entering Unmasked Estep 
Score: -13089306.000000 Penalty: 3756.264404
	Iteration 174Q: 3 clusters Score -1.308931e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57303 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -13089314.000000 Penalty: 3756.264404
	Iteration 175Q: 3 clusters Score -1.308931e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57302 members 
Mstep: Class 2 contains 47281 members 
Entering Unmasked Estep 
Score: -13089324.000000 Penalty: 3756.264404
	Iteration 176Q: 3 clusters Score -1.308932e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57315 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -13089314.000000 Penalty: 3756.264404
	Iteration 177Q: 3 clusters Score -1.308931e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57319 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -13089313.000000 Penalty: 3756.264404
	Iteration 178Q: 3 clusters Score -1.308931e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57321 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -13089317.000000 Penalty: 3756.264404
	Iteration 179Q: 3 clusters Score -1.308932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57318 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -13089314.000000 Penalty: 3756.264404
	Iteration 180F: 3 clusters Score -1.308931e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57318 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -13089322.000000 Penalty: 3756.264404
	Iteration 181Q: 3 clusters Score -1.308932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57321 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -13089315.000000 Penalty: 3756.264404
	Iteration 182Q: 3 clusters Score -1.308932e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57325 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -13089311.000000 Penalty: 3756.264404
	Iteration 183Q: 3 clusters Score -1.308931e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57326 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -13089305.000000 Penalty: 3756.264404
	Iteration 184Q: 3 clusters Score -1.30893e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57327 members 
Mstep: Class 2 contains 47256 members 
Entering Unmasked Estep 
Score: -13089312.000000 Penalty: 3756.264404
	Iteration 185Q: 3 clusters Score -1.308931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57331 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -13089312.000000 Penalty: 3756.264404
	Iteration 186Q: 3 clusters Score -1.308931e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57335 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -13089317.000000 Penalty: 3756.264404
	Iteration 187Q: 3 clusters Score -1.308932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57341 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -13089322.000000 Penalty: 3756.264404
	Iteration 188Q: 3 clusters Score -1.308932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57347 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -13089317.000000 Penalty: 3756.264404
	Iteration 189Q: 3 clusters Score -1.308932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57351 members 
Mstep: Class 2 contains 47232 members 
Entering Unmasked Estep 
Score: -13089319.000000 Penalty: 3756.264404
	Iteration 190Q: 3 clusters Score -1.308932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57352 members 
Mstep: Class 2 contains 47231 members 
Entering Unmasked Estep 
Score: -13089326.000000 Penalty: 3756.264404
	Iteration 191Q: 3 clusters Score -1.308933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57356 members 
Mstep: Class 2 contains 47227 members 
Entering Unmasked Estep 
Score: -13089329.000000 Penalty: 3756.264404
	Iteration 192Q: 3 clusters Score -1.308933e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57359 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -13089337.000000 Penalty: 3756.264404
	Iteration 193Q: 3 clusters Score -1.308934e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57362 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
Score: -13089322.000000 Penalty: 3756.264404
	Iteration 194Q: 3 clusters Score -1.308932e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57355 members 
Mstep: Class 2 contains 47228 members 
Entering Unmasked Estep 
Score: -13089318.000000 Penalty: 3756.264404
	Iteration 195Q: 3 clusters Score -1.308932e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57351 members 
Mstep: Class 2 contains 47232 members 
Entering Unmasked Estep 
Score: -13089339.000000 Penalty: 3756.264404
	Iteration 196Q: 3 clusters Score -1.308934e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57349 members 
Mstep: Class 2 contains 47234 members 
Entering Unmasked Estep 
Score: -13089338.000000 Penalty: 3756.264404
	Iteration 197Q: 3 clusters Score -1.308934e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57348 members 
Mstep: Class 2 contains 47235 members 
Entering Unmasked Estep 
Score: -13089344.000000 Penalty: 3756.264404
	Iteration 198Q: 3 clusters Score -1.308934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -13089343.000000 Penalty: 3756.264404
	Iteration 199Q: 3 clusters Score -1.308934e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57348 members 
Mstep: Class 2 contains 47235 members 
Entering Unmasked Estep 
Score: -13089364.000000 Penalty: 3756.264404
	Iteration 200F: 3 clusters Score -1.308936e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57358 members 
Mstep: Class 2 contains 47225 members 
Entering Unmasked Estep 
Score: -13089359.000000 Penalty: 3756.264404
	Iteration 201Q: 3 clusters Score -1.308936e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57365 members 
Mstep: Class 2 contains 47218 members 
Entering Unmasked Estep 
Score: -13089353.000000 Penalty: 3756.264404
	Iteration 202Q: 3 clusters Score -1.308935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57369 members 
Mstep: Class 2 contains 47214 members 
Entering Unmasked Estep 
Score: -13089348.000000 Penalty: 3756.264404
	Iteration 203Q: 3 clusters Score -1.308935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57369 members 
Mstep: Class 2 contains 47214 members 
Entering Unmasked Estep 
Score: -13089346.000000 Penalty: 3756.264404
	Iteration 204Q: 3 clusters Score -1.308935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57369 members 
Mstep: Class 2 contains 47214 members 
Entering Unmasked Estep 
Score: -13089351.000000 Penalty: 3756.264404
	Iteration 205Q: 3 clusters Score -1.308935e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57369 members 
Mstep: Class 2 contains 47214 members 
Entering Unmasked Estep 
Score: -13089351.000000 Penalty: 3756.264404
	Iteration 206F: 3 clusters Score -1.308935e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -25009.328125 Penalty: 943.334412
	Iteration 0F: 2 clusters Score -25009.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24298.869141 Penalty: 1886.668823
	Iteration 0F: 3 clusters Score -24298.87 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24782.505859 Penalty: 1886.668823
	Iteration 1F: 3 clusters Score -24782.51 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24936.419922 Penalty: 1886.668823
	Iteration 2F: 3 clusters Score -24936.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25040.031250 Penalty: 1886.668823
	Iteration 3Q: 3 clusters Score -25040.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25089.017578 Penalty: 1886.668823
	Iteration 4Q: 3 clusters Score -25089.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -25133.693359 Penalty: 1886.668823
	Iteration 5Q: 3 clusters Score -25133.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -25133.693359 Penalty: 1886.668823
	Iteration 6F: 3 clusters Score -25133.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104583 members 
Mstep: Class 3 contains 192 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 62679 members 
Mstep: Class 6 contains 26113 members 
Mstep: Class 7 contains 10457 members 
Mstep: Class 8 contains 64411 members 
Mstep: Class 9 contains 99280 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 7032 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 85383 members 
Mstep: Class 14 contains 35431 members 
Mstep: Class 15 contains 106326 members 
Mstep: Class 16 contains 3514 members 
Mstep: Class 17 contains 7203 members 
Mstep: Class 18 contains 9755 members 
Mstep: Class 19 contains 14255 members 
Mstep: Class 20 contains 6419 members 
Mstep: Class 21 contains 2930 members 
Mstep: Class 22 contains 16196 members 
Mstep: Class 23 contains 100611 members 
Mstep: Class 24 contains 68145 members 
Mstep: Class 25 contains 36006 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2830 members 
Mstep: Class 29 contains 6876 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9292 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 3106 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7266 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 217 members 
Mstep: Class 40 contains 5518 members 
Mstep: Class 41 contains 140 members 
Entering Unmasked Estep 
Score: -111784104.000000 Penalty: 91479.007812
Splitting cluster 3 changes total score from -111785400.000000 to -111784104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (2128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Entering Unmasked Estep 
Score: -262461.125000 Penalty: 1245.227417
	Iteration 0F: 2 clusters Score -262461.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -260288.687500 Penalty: 2490.454834
	Iteration 0F: 3 clusters Score -260288.7 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -260848.375000 Penalty: 2490.454834
	Iteration 1F: 3 clusters Score -260848.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -261078.593750 Penalty: 2490.454834
	Iteration 2F: 3 clusters Score -261078.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -261212.125000 Penalty: 2490.454834
	Iteration 3F: 3 clusters Score -261212.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -261309.937500 Penalty: 2490.454834
	Iteration 4F: 3 clusters Score -261309.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -261381.484375 Penalty: 2490.454834
	Iteration 5Q: 3 clusters Score -261381.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -261440.031250 Penalty: 2490.454834
	Iteration 6Q: 3 clusters Score -261440 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -261485.078125 Penalty: 2490.454834
	Iteration 7Q: 3 clusters Score -261485.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -261522.125000 Penalty: 2490.454834
	Iteration 8Q: 3 clusters Score -261522.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -261558.890625 Penalty: 2490.454834
	Iteration 9Q: 3 clusters Score -261558.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -261584.953125 Penalty: 2490.454834
	Iteration 10Q: 3 clusters Score -261585 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -261601.515625 Penalty: 2490.454834
	Iteration 11Q: 3 clusters Score -261601.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -261613.968750 Penalty: 2490.454834
	Iteration 12Q: 3 clusters Score -261614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -261623.359375 Penalty: 2490.454834
	Iteration 13Q: 3 clusters Score -261623.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -261638.984375 Penalty: 2490.454834
	Iteration 14Q: 3 clusters Score -261639 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -261660.125000 Penalty: 2490.454834
	Iteration 15Q: 3 clusters Score -261660.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -261676.390625 Penalty: 2490.454834
	Iteration 16Q: 3 clusters Score -261676.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -261687.421875 Penalty: 2490.454834
	Iteration 17Q: 3 clusters Score -261687.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -261695.843750 Penalty: 2490.454834
	Iteration 18Q: 3 clusters Score -261695.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -261706.656250 Penalty: 2490.454834
	Iteration 19Q: 3 clusters Score -261706.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -261715.734375 Penalty: 2490.454834
	Iteration 20F: 3 clusters Score -261715.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -261719.593750 Penalty: 2490.454834
	Iteration 21Q: 3 clusters Score -261719.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -261726.968750 Penalty: 2490.454834
	Iteration 22Q: 3 clusters Score -261727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -261733.046875 Penalty: 2490.454834
	Iteration 23Q: 3 clusters Score -261733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -261736.328125 Penalty: 2490.454834
	Iteration 24Q: 3 clusters Score -261736.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -261745.625000 Penalty: 2490.454834
	Iteration 25Q: 3 clusters Score -261745.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -261757.718750 Penalty: 2490.454834
	Iteration 26Q: 3 clusters Score -261757.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -261769.609375 Penalty: 2490.454834
	Iteration 27Q: 3 clusters Score -261769.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -261783.734375 Penalty: 2490.454834
	Iteration 28Q: 3 clusters Score -261783.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -261806.250000 Penalty: 2490.454834
	Iteration 29Q: 3 clusters Score -261806.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -261836.500000 Penalty: 2490.454834
	Iteration 30Q: 3 clusters Score -261836.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -261889.609375 Penalty: 2490.454834
	Iteration 31Q: 3 clusters Score -261889.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -261947.875000 Penalty: 2490.454834
	Iteration 32Q: 3 clusters Score -261947.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -262004.828125 Penalty: 2490.454834
	Iteration 33Q: 3 clusters Score -262004.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -262037.562500 Penalty: 2490.454834
	Iteration 34Q: 3 clusters Score -262037.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -262044.937500 Penalty: 2490.454834
	Iteration 35Q: 3 clusters Score -262044.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -262047.890625 Penalty: 2490.454834
	Iteration 36Q: 3 clusters Score -262047.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -262049.671875 Penalty: 2490.454834
	Iteration 37Q: 3 clusters Score -262049.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -262049.671875 Penalty: 2490.454834
	Iteration 38F: 3 clusters Score -262049.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (62679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62679 members 
Entering Unmasked Estep 
Score: -7637677.000000 Penalty: 1794.939575
	Iteration 0F: 2 clusters Score -7637677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -7595863.000000 Penalty: 3589.879150
	Iteration 0F: 3 clusters Score -7595863 nChanged 29594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -7612755.500000 Penalty: 3589.879150
	Iteration 1F: 3 clusters Score -7612756 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -7613317.000000 Penalty: 3589.879150
	Iteration 2Q: 3 clusters Score -7613317 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -7613822.000000 Penalty: 3589.879150
	Iteration 3Q: 3 clusters Score -7613822 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -7614434.000000 Penalty: 3589.879150
	Iteration 4Q: 3 clusters Score -7614434 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -7615045.500000 Penalty: 3589.879150
	Iteration 5Q: 3 clusters Score -7615046 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -7615714.500000 Penalty: 3589.879150
	Iteration 6Q: 3 clusters Score -7615714 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -7616440.500000 Penalty: 3589.879150
	Iteration 7Q: 3 clusters Score -7616440 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -7617216.000000 Penalty: 3589.879150
	Iteration 8Q: 3 clusters Score -7617216 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -7618104.500000 Penalty: 3589.879150
	Iteration 9Q: 3 clusters Score -7618104 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -7618951.000000 Penalty: 3589.879150
	Iteration 10Q: 3 clusters Score -7618951 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -7619738.500000 Penalty: 3589.879150
	Iteration 11Q: 3 clusters Score -7619738 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -7620579.000000 Penalty: 3589.879150
	Iteration 12Q: 3 clusters Score -7620579 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -7621449.500000 Penalty: 3589.879150
	Iteration 13Q: 3 clusters Score -7621450 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -7622305.000000 Penalty: 3589.879150
	Iteration 14Q: 3 clusters Score -7622305 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -7623208.500000 Penalty: 3589.879150
	Iteration 15Q: 3 clusters Score -7623208 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -7624248.000000 Penalty: 3589.879150
	Iteration 16Q: 3 clusters Score -7624248 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -7625301.000000 Penalty: 3589.879150
	Iteration 17Q: 3 clusters Score -7625301 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 46552 members 
Entering Unmasked Estep 
Score: -7626397.500000 Penalty: 3589.879150
	Iteration 18Q: 3 clusters Score -7626398 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 48517 members 
Entering Unmasked Estep 
Score: -7627409.500000 Penalty: 3589.879150
	Iteration 19Q: 3 clusters Score -7627410 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -7628453.000000 Penalty: 3589.879150
	Iteration 20F: 3 clusters Score -7628453 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 52285 members 
Entering Unmasked Estep 
Score: -7629570.000000 Penalty: 3589.879150
	Iteration 21Q: 3 clusters Score -7629570 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 54101 members 
Entering Unmasked Estep 
Score: -7630581.500000 Penalty: 3589.879150
	Iteration 22Q: 3 clusters Score -7630582 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 55720 members 
Entering Unmasked Estep 
Score: -7631597.000000 Penalty: 3589.879150
	Iteration 23Q: 3 clusters Score -7631597 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
Score: -7632513.500000 Penalty: 3589.879150
	Iteration 24Q: 3 clusters Score -7632514 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 58478 members 
Entering Unmasked Estep 
Score: -7633323.500000 Penalty: 3589.879150
	Iteration 25Q: 3 clusters Score -7633324 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 59540 members 
Entering Unmasked Estep 
Score: -7634013.000000 Penalty: 3589.879150
	Iteration 26Q: 3 clusters Score -7634013 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 60443 members 
Entering Unmasked Estep 
Score: -7634643.500000 Penalty: 3589.879150
	Iteration 27Q: 3 clusters Score -7634644 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 61130 members 
Entering Unmasked Estep 
Score: -7635115.500000 Penalty: 3589.879150
	Iteration 28Q: 3 clusters Score -7635116 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 61587 members 
Entering Unmasked Estep 
Score: -7635461.500000 Penalty: 3589.879150
	Iteration 29Q: 3 clusters Score -7635462 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 61905 members 
Entering Unmasked Estep 
Score: -7635670.500000 Penalty: 3589.879150
	Iteration 30Q: 3 clusters Score -7635670 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 62106 members 
Entering Unmasked Estep 
Score: -7635841.500000 Penalty: 3589.879150
	Iteration 31Q: 3 clusters Score -7635842 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 62216 members 
Entering Unmasked Estep 
Score: -7635950.000000 Penalty: 3589.879150
	Iteration 32Q: 3 clusters Score -7635950 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 62293 members 
Entering Unmasked Estep 
Score: -7635997.500000 Penalty: 3589.879150
	Iteration 33Q: 3 clusters Score -7635998 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 62330 members 
Entering Unmasked Estep 
Score: -7636028.500000 Penalty: 3589.879150
	Iteration 34Q: 3 clusters Score -7636028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 62359 members 
Entering Unmasked Estep 
Score: -7636056.000000 Penalty: 3589.879150
	Iteration 35Q: 3 clusters Score -7636056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 62376 members 
Entering Unmasked Estep 
Score: -7636070.000000 Penalty: 3589.879150
	Iteration 36Q: 3 clusters Score -7636070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 62389 members 
Entering Unmasked Estep 
Score: -7636092.500000 Penalty: 3589.879150
	Iteration 37Q: 3 clusters Score -7636092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 62394 members 
Entering Unmasked Estep 
Score: -7636093.500000 Penalty: 3589.879150
	Iteration 38Q: 3 clusters Score -7636094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 62404 members 
Entering Unmasked Estep 
Score: -7636105.000000 Penalty: 3589.879150
	Iteration 39Q: 3 clusters Score -7636105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 62408 members 
Entering Unmasked Estep 
Score: -7636114.000000 Penalty: 3589.879150
	Iteration 40F: 3 clusters Score -7636114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 62412 members 
Entering Unmasked Estep 
Score: -7636115.000000 Penalty: 3589.879150
	Iteration 41Q: 3 clusters Score -7636115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 62419 members 
Entering Unmasked Estep 
Score: -7636119.000000 Penalty: 3589.879150
	Iteration 42Q: 3 clusters Score -7636119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 62427 members 
Entering Unmasked Estep 
Score: -7636128.000000 Penalty: 3589.879150
	Iteration 43Q: 3 clusters Score -7636128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 62428 members 
Entering Unmasked Estep 
Score: -7636137.000000 Penalty: 3589.879150
	Iteration 44Q: 3 clusters Score -7636137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 62426 members 
Entering Unmasked Estep 
Score: -7636140.000000 Penalty: 3589.879150
	Iteration 45Q: 3 clusters Score -7636140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 62426 members 
Entering Unmasked Estep 
Score: -7636142.500000 Penalty: 3589.879150
	Iteration 46Q: 3 clusters Score -7636142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 62428 members 
Entering Unmasked Estep 
Score: -7636148.500000 Penalty: 3589.879150
	Iteration 47Q: 3 clusters Score -7636148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 62432 members 
Entering Unmasked Estep 
Score: -7636154.000000 Penalty: 3589.879150
	Iteration 48Q: 3 clusters Score -7636154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 62432 members 
Entering Unmasked Estep 
Score: -7636154.000000 Penalty: 3589.879150
	Iteration 49F: 3 clusters Score -7636154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Entering Unmasked Estep 
Score: -3217471.750000 Penalty: 1652.655640
	Iteration 0F: 2 clusters Score -3217472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -3199890.000000 Penalty: 3305.311279
	Iteration 0F: 3 clusters Score -3199890 nChanged 11948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -3206672.250000 Penalty: 3305.311279
	Iteration 1F: 3 clusters Score -3206672 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -3207129.500000 Penalty: 3305.311279
	Iteration 2Q: 3 clusters Score -3207130 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -3207551.500000 Penalty: 3305.311279
	Iteration 3Q: 3 clusters Score -3207552 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -3207995.000000 Penalty: 3305.311279
	Iteration 4Q: 3 clusters Score -3207995 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -3208464.750000 Penalty: 3305.311279
	Iteration 5Q: 3 clusters Score -3208465 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -3208899.500000 Penalty: 3305.311279
	Iteration 6Q: 3 clusters Score -3208900 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -3209369.750000 Penalty: 3305.311279
	Iteration 7Q: 3 clusters Score -3209370 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -3209912.250000 Penalty: 3305.311279
	Iteration 8Q: 3 clusters Score -3209912 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -3210566.750000 Penalty: 3305.311279
	Iteration 9Q: 3 clusters Score -3210567 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -3211341.250000 Penalty: 3305.311279
	Iteration 10Q: 3 clusters Score -3211341 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -3212210.000000 Penalty: 3305.311279
	Iteration 11Q: 3 clusters Score -3212210 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -3213077.500000 Penalty: 3305.311279
	Iteration 12Q: 3 clusters Score -3213078 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -3213814.500000 Penalty: 3305.311279
	Iteration 13Q: 3 clusters Score -3213814 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -3214419.500000 Penalty: 3305.311279
	Iteration 14Q: 3 clusters Score -3214420 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -3214957.000000 Penalty: 3305.311279
	Iteration 15Q: 3 clusters Score -3214957 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -3215329.250000 Penalty: 3305.311279
	Iteration 16Q: 3 clusters Score -3215329 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -3215560.250000 Penalty: 3305.311279
	Iteration 17Q: 3 clusters Score -3215560 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -3215710.000000 Penalty: 3305.311279
	Iteration 18Q: 3 clusters Score -3215710 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -3215801.500000 Penalty: 3305.311279
	Iteration 19Q: 3 clusters Score -3215802 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -3215860.250000 Penalty: 3305.311279
	Iteration 20F: 3 clusters Score -3215860 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -3215892.000000 Penalty: 3305.311279
	Iteration 21Q: 3 clusters Score -3215892 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -3215919.000000 Penalty: 3305.311279
	Iteration 22Q: 3 clusters Score -3215919 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -3215926.250000 Penalty: 3305.311279
	Iteration 23Q: 3 clusters Score -3215926 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -3215952.000000 Penalty: 3305.311279
	Iteration 24Q: 3 clusters Score -3215952 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -3215963.750000 Penalty: 3305.311279
	Iteration 25Q: 3 clusters Score -3215964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -3215966.750000 Penalty: 3305.311279
	Iteration 26Q: 3 clusters Score -3215967 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -3215964.000000 Penalty: 3305.311279
	Iteration 27Q: 3 clusters Score -3215964 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -3215967.750000 Penalty: 3305.311279
	Iteration 28Q: 3 clusters Score -3215968 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -3215974.250000 Penalty: 3305.311279
	Iteration 29Q: 3 clusters Score -3215974 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -3215971.750000 Penalty: 3305.311279
	Iteration 30Q: 3 clusters Score -3215972 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -3215981.250000 Penalty: 3305.311279
	Iteration 31Q: 3 clusters Score -3215981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -3215987.250000 Penalty: 3305.311279
	Iteration 32Q: 3 clusters Score -3215987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -3215990.000000 Penalty: 3305.311279
	Iteration 33Q: 3 clusters Score -3215990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -3215985.750000 Penalty: 3305.311279
	Iteration 34Q: 3 clusters Score -3215986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -3215987.000000 Penalty: 3305.311279
	Iteration 35Q: 3 clusters Score -3215987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -3215986.000000 Penalty: 3305.311279
	Iteration 36Q: 3 clusters Score -3215986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -3215991.750000 Penalty: 3305.311279
	Iteration 37Q: 3 clusters Score -3215992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -3215990.750000 Penalty: 3305.311279
	Iteration 38Q: 3 clusters Score -3215991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -3215990.250000 Penalty: 3305.311279
	Iteration 39Q: 3 clusters Score -3215990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -3215990.250000 Penalty: 3305.311279
	Iteration 40F: 3 clusters Score -3215990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Entering Unmasked Estep 
Score: -1220325.625000 Penalty: 1503.941895
	Iteration 0F: 2 clusters Score -1220326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1212924.000000 Penalty: 3007.883789
	Iteration 0F: 3 clusters Score -1212924 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1215419.750000 Penalty: 3007.883789
	Iteration 1F: 3 clusters Score -1215420 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1215768.625000 Penalty: 3007.883789
	Iteration 2F: 3 clusters Score -1215769 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1216087.750000 Penalty: 3007.883789
	Iteration 3F: 3 clusters Score -1216088 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1216363.500000 Penalty: 3007.883789
	Iteration 4F: 3 clusters Score -1216364 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1216610.000000 Penalty: 3007.883789
	Iteration 5Q: 3 clusters Score -1216610 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1216815.500000 Penalty: 3007.883789
	Iteration 6Q: 3 clusters Score -1216816 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1217023.375000 Penalty: 3007.883789
	Iteration 7Q: 3 clusters Score -1217023 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1217225.500000 Penalty: 3007.883789
	Iteration 8Q: 3 clusters Score -1217226 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1217423.375000 Penalty: 3007.883789
	Iteration 9Q: 3 clusters Score -1217423 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1217624.750000 Penalty: 3007.883789
	Iteration 10Q: 3 clusters Score -1217625 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1217810.125000 Penalty: 3007.883789
	Iteration 11Q: 3 clusters Score -1217810 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1217987.375000 Penalty: 3007.883789
	Iteration 12Q: 3 clusters Score -1217987 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1218142.000000 Penalty: 3007.883789
	Iteration 13Q: 3 clusters Score -1218142 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1218280.125000 Penalty: 3007.883789
	Iteration 14Q: 3 clusters Score -1218280 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1218420.875000 Penalty: 3007.883789
	Iteration 15Q: 3 clusters Score -1218421 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1218534.000000 Penalty: 3007.883789
	Iteration 16Q: 3 clusters Score -1218534 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1218619.000000 Penalty: 3007.883789
	Iteration 17Q: 3 clusters Score -1218619 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1218699.000000 Penalty: 3007.883789
	Iteration 18Q: 3 clusters Score -1218699 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1218765.875000 Penalty: 3007.883789
	Iteration 19Q: 3 clusters Score -1218766 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1218806.000000 Penalty: 3007.883789
	Iteration 20F: 3 clusters Score -1218806 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1218838.125000 Penalty: 3007.883789
	Iteration 21Q: 3 clusters Score -1218838 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1218854.375000 Penalty: 3007.883789
	Iteration 22Q: 3 clusters Score -1218854 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1218867.875000 Penalty: 3007.883789
	Iteration 23Q: 3 clusters Score -1218868 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1218889.625000 Penalty: 3007.883789
	Iteration 24Q: 3 clusters Score -1218890 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1218914.250000 Penalty: 3007.883789
	Iteration 25Q: 3 clusters Score -1218914 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1218946.000000 Penalty: 3007.883789
	Iteration 26Q: 3 clusters Score -1218946 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1218967.750000 Penalty: 3007.883789
	Iteration 27Q: 3 clusters Score -1218968 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1218990.375000 Penalty: 3007.883789
	Iteration 28Q: 3 clusters Score -1218990 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1219006.375000 Penalty: 3007.883789
	Iteration 29Q: 3 clusters Score -1219006 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1219024.375000 Penalty: 3007.883789
	Iteration 30Q: 3 clusters Score -1219024 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1219049.125000 Penalty: 3007.883789
	Iteration 31Q: 3 clusters Score -1219049 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1219075.250000 Penalty: 3007.883789
	Iteration 32Q: 3 clusters Score -1219075 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1219090.125000 Penalty: 3007.883789
	Iteration 33Q: 3 clusters Score -1219090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1219098.250000 Penalty: 3007.883789
	Iteration 34Q: 3 clusters Score -1219098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1219101.375000 Penalty: 3007.883789
	Iteration 35Q: 3 clusters Score -1219101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1219109.000000 Penalty: 3007.883789
	Iteration 36Q: 3 clusters Score -1219109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1219113.250000 Penalty: 3007.883789
	Iteration 37Q: 3 clusters Score -1219113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1219116.625000 Penalty: 3007.883789
	Iteration 38Q: 3 clusters Score -1219117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1219120.250000 Penalty: 3007.883789
	Iteration 39Q: 3 clusters Score -1219120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1219122.875000 Penalty: 3007.883789
	Iteration 40F: 3 clusters Score -1219123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1219128.500000 Penalty: 3007.883789
	Iteration 41Q: 3 clusters Score -1219128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1219128.875000 Penalty: 3007.883789
	Iteration 42Q: 3 clusters Score -1219129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1219128.875000 Penalty: 3007.883789
	Iteration 43Q: 3 clusters Score -1219129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1219129.375000 Penalty: 3007.883789
	Iteration 44Q: 3 clusters Score -1219129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1219132.000000 Penalty: 3007.883789
	Iteration 45Q: 3 clusters Score -1219132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1219132.875000 Penalty: 3007.883789
	Iteration 46Q: 3 clusters Score -1219133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1219132.875000 Penalty: 3007.883789
	Iteration 47Q: 3 clusters Score -1219133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1219132.250000 Penalty: 3007.883789
	Iteration 48Q: 3 clusters Score -1219132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1219133.750000 Penalty: 3007.883789
	Iteration 49Q: 3 clusters Score -1219134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1219135.750000 Penalty: 3007.883789
	Iteration 50Q: 3 clusters Score -1219136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1219135.500000 Penalty: 3007.883789
	Iteration 51Q: 3 clusters Score -1219136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1219136.625000 Penalty: 3007.883789
	Iteration 52Q: 3 clusters Score -1219137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1219135.875000 Penalty: 3007.883789
	Iteration 53Q: 3 clusters Score -1219136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1219137.250000 Penalty: 3007.883789
	Iteration 54Q: 3 clusters Score -1219137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1219139.875000 Penalty: 3007.883789
	Iteration 55Q: 3 clusters Score -1219140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1219140.500000 Penalty: 3007.883789
	Iteration 56Q: 3 clusters Score -1219140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1219142.500000 Penalty: 3007.883789
	Iteration 57Q: 3 clusters Score -1219142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1219142.750000 Penalty: 3007.883789
	Iteration 58Q: 3 clusters Score -1219143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1219145.375000 Penalty: 3007.883789
	Iteration 59Q: 3 clusters Score -1219145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1219145.250000 Penalty: 3007.883789
	Iteration 60F: 3 clusters Score -1219145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1219147.875000 Penalty: 3007.883789
	Iteration 61Q: 3 clusters Score -1219148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1219147.000000 Penalty: 3007.883789
	Iteration 62Q: 3 clusters Score -1219147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1219151.250000 Penalty: 3007.883789
	Iteration 63Q: 3 clusters Score -1219151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1219150.875000 Penalty: 3007.883789
	Iteration 64Q: 3 clusters Score -1219151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1219149.875000 Penalty: 3007.883789
	Iteration 65Q: 3 clusters Score -1219150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1219149.500000 Penalty: 3007.883789
	Iteration 66Q: 3 clusters Score -1219150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1219151.000000 Penalty: 3007.883789
	Iteration 67Q: 3 clusters Score -1219151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1219151.875000 Penalty: 3007.883789
	Iteration 68Q: 3 clusters Score -1219152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1219152.375000 Penalty: 3007.883789
	Iteration 69Q: 3 clusters Score -1219152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1219155.000000 Penalty: 3007.883789
	Iteration 70Q: 3 clusters Score -1219155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1219157.125000 Penalty: 3007.883789
	Iteration 71Q: 3 clusters Score -1219157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1219158.000000 Penalty: 3007.883789
	Iteration 72Q: 3 clusters Score -1219158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1219162.500000 Penalty: 3007.883789
	Iteration 73Q: 3 clusters Score -1219162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1219162.875000 Penalty: 3007.883789
	Iteration 74Q: 3 clusters Score -1219163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1219164.500000 Penalty: 3007.883789
	Iteration 75Q: 3 clusters Score -1219164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1219162.875000 Penalty: 3007.883789
	Iteration 76Q: 3 clusters Score -1219163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1219165.875000 Penalty: 3007.883789
	Iteration 77Q: 3 clusters Score -1219166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1219167.375000 Penalty: 3007.883789
	Iteration 78Q: 3 clusters Score -1219167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1219169.125000 Penalty: 3007.883789
	Iteration 79Q: 3 clusters Score -1219169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1219172.375000 Penalty: 3007.883789
	Iteration 80F: 3 clusters Score -1219172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1219177.500000 Penalty: 3007.883789
	Iteration 81Q: 3 clusters Score -1219178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1219177.125000 Penalty: 3007.883789
	Iteration 82Q: 3 clusters Score -1219177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1219179.125000 Penalty: 3007.883789
	Iteration 83Q: 3 clusters Score -1219179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1219180.125000 Penalty: 3007.883789
	Iteration 84Q: 3 clusters Score -1219180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1219180.625000 Penalty: 3007.883789
	Iteration 85Q: 3 clusters Score -1219181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1219182.500000 Penalty: 3007.883789
	Iteration 86Q: 3 clusters Score -1219182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1219183.125000 Penalty: 3007.883789
	Iteration 87Q: 3 clusters Score -1219183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1219184.750000 Penalty: 3007.883789
	Iteration 88Q: 3 clusters Score -1219185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1219185.125000 Penalty: 3007.883789
	Iteration 89Q: 3 clusters Score -1219185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1219189.125000 Penalty: 3007.883789
	Iteration 90Q: 3 clusters Score -1219189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1219191.875000 Penalty: 3007.883789
	Iteration 91Q: 3 clusters Score -1219192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1219195.375000 Penalty: 3007.883789
	Iteration 92Q: 3 clusters Score -1219195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1219200.875000 Penalty: 3007.883789
	Iteration 93Q: 3 clusters Score -1219201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1219205.375000 Penalty: 3007.883789
	Iteration 94Q: 3 clusters Score -1219205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1219210.125000 Penalty: 3007.883789
	Iteration 95Q: 3 clusters Score -1219210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1219218.250000 Penalty: 3007.883789
	Iteration 96Q: 3 clusters Score -1219218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1219223.750000 Penalty: 3007.883789
	Iteration 97Q: 3 clusters Score -1219224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1219225.500000 Penalty: 3007.883789
	Iteration 98Q: 3 clusters Score -1219226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1219226.250000 Penalty: 3007.883789
	Iteration 99Q: 3 clusters Score -1219226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1219228.125000 Penalty: 3007.883789
	Iteration 100F: 3 clusters Score -1219228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1219229.875000 Penalty: 3007.883789
	Iteration 101Q: 3 clusters Score -1219230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1219229.625000 Penalty: 3007.883789
	Iteration 102Q: 3 clusters Score -1219230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1219233.875000 Penalty: 3007.883789
	Iteration 103Q: 3 clusters Score -1219234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1219236.875000 Penalty: 3007.883789
	Iteration 104Q: 3 clusters Score -1219237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1219239.000000 Penalty: 3007.883789
	Iteration 105Q: 3 clusters Score -1219239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1219239.750000 Penalty: 3007.883789
	Iteration 106Q: 3 clusters Score -1219240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1219241.625000 Penalty: 3007.883789
	Iteration 107Q: 3 clusters Score -1219242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1219242.750000 Penalty: 3007.883789
	Iteration 108Q: 3 clusters Score -1219243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1219242.750000 Penalty: 3007.883789
	Iteration 109F: 3 clusters Score -1219243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (64411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64411 members 
Entering Unmasked Estep 
Score: -8165621.500000 Penalty: 1799.369019
	Iteration 0F: 2 clusters Score -8165622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -8122705.500000 Penalty: 3598.738037
	Iteration 0F: 3 clusters Score -8122706 nChanged 30590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -8140253.500000 Penalty: 3598.738037
	Iteration 1F: 3 clusters Score -8140254 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -8140980.500000 Penalty: 3598.738037
	Iteration 2Q: 3 clusters Score -8140980 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -8141882.500000 Penalty: 3598.738037
	Iteration 3Q: 3 clusters Score -8141882 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -8143147.500000 Penalty: 3598.738037
	Iteration 4Q: 3 clusters Score -8143148 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -8145231.000000 Penalty: 3598.738037
	Iteration 5F: 3 clusters Score -8145231 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46290 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -8148387.000000 Penalty: 3598.738037
	Iteration 6F: 3 clusters Score -8148387 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50981 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -8152419.000000 Penalty: 3598.738037
	Iteration 7F: 3 clusters Score -8152419 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55393 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -8156486.500000 Penalty: 3598.738037
	Iteration 8F: 3 clusters Score -8156486 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58650 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -8159442.500000 Penalty: 3598.738037
	Iteration 9F: 3 clusters Score -8159442 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60812 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -8161344.000000 Penalty: 3598.738037
	Iteration 10Q: 3 clusters Score -8161344 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62153 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -8162531.500000 Penalty: 3598.738037
	Iteration 11Q: 3 clusters Score -8162532 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62969 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -8163202.000000 Penalty: 3598.738037
	Iteration 12Q: 3 clusters Score -8163202 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63430 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -8163588.000000 Penalty: 3598.738037
	Iteration 13Q: 3 clusters Score -8163588 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63666 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -8163765.000000 Penalty: 3598.738037
	Iteration 14Q: 3 clusters Score -8163765 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63793 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8163866.500000 Penalty: 3598.738037
	Iteration 15Q: 3 clusters Score -8163866 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8163897.500000 Penalty: 3598.738037
	Iteration 16Q: 3 clusters Score -8163898 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63917 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8163928.500000 Penalty: 3598.738037
	Iteration 17Q: 3 clusters Score -8163928 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63955 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -8163963.000000 Penalty: 3598.738037
	Iteration 18Q: 3 clusters Score -8163963 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63980 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8163983.000000 Penalty: 3598.738037
	Iteration 19Q: 3 clusters Score -8163983 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64003 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8164007.000000 Penalty: 3598.738037
	Iteration 20F: 3 clusters Score -8164007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64020 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8164015.500000 Penalty: 3598.738037
	Iteration 21Q: 3 clusters Score -8164016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64029 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8164024.500000 Penalty: 3598.738037
	Iteration 22Q: 3 clusters Score -8164024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64040 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8164031.000000 Penalty: 3598.738037
	Iteration 23Q: 3 clusters Score -8164031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64046 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8164028.000000 Penalty: 3598.738037
	Iteration 24Q: 3 clusters Score -8164028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64050 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8164035.500000 Penalty: 3598.738037
	Iteration 25Q: 3 clusters Score -8164036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64052 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8164043.000000 Penalty: 3598.738037
	Iteration 26Q: 3 clusters Score -8164043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64054 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8164042.500000 Penalty: 3598.738037
	Iteration 27Q: 3 clusters Score -8164042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64054 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8164042.500000 Penalty: 3598.738037
	Iteration 28F: 3 clusters Score -8164042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (99280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99280 members 
Entering Unmasked Estep 
Score: -12447059.000000 Penalty: 1869.676147
	Iteration 0F: 2 clusters Score -1.244706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -12382308.000000 Penalty: 3739.352295
	Iteration 0F: 3 clusters Score -1.238231e+07 nChanged 47582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57300 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
Score: -12411618.000000 Penalty: 3739.352295
	Iteration 1F: 3 clusters Score -1.241162e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61642 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -12414164.000000 Penalty: 3739.352295
	Iteration 2F: 3 clusters Score -1.241416e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67562 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -12418176.000000 Penalty: 3739.352295
	Iteration 3F: 3 clusters Score -1.241818e+07 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75073 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -12424387.000000 Penalty: 3739.352295
	Iteration 4F: 3 clusters Score -1.242439e+07 nChanged 8192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83059 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -12431718.000000 Penalty: 3739.352295
	Iteration 5F: 3 clusters Score -1.243172e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89820 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -12438418.000000 Penalty: 3739.352295
	Iteration 6F: 3 clusters Score -1.243842e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93993 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -12443083.000000 Penalty: 3739.352295
	Iteration 7Q: 3 clusters Score -1.244308e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96050 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -12444838.000000 Penalty: 3739.352295
	Iteration 8Q: 3 clusters Score -1.244484e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97041 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -12445343.000000 Penalty: 3739.352295
	Iteration 9Q: 3 clusters Score -1.244534e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97542 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -12445528.000000 Penalty: 3739.352295
	Iteration 10Q: 3 clusters Score -1.244553e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97832 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -12445604.000000 Penalty: 3739.352295
	Iteration 11Q: 3 clusters Score -1.24456e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98031 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -12445648.000000 Penalty: 3739.352295
	Iteration 12Q: 3 clusters Score -1.244565e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98148 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -12445671.000000 Penalty: 3739.352295
	Iteration 13Q: 3 clusters Score -1.244567e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98242 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -12445674.000000 Penalty: 3739.352295
	Iteration 14Q: 3 clusters Score -1.244567e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98313 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -12445696.000000 Penalty: 3739.352295
	Iteration 15Q: 3 clusters Score -1.24457e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98374 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -12445694.000000 Penalty: 3739.352295
	Iteration 16Q: 3 clusters Score -1.244569e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98421 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -12445725.000000 Penalty: 3739.352295
	Iteration 17Q: 3 clusters Score -1.244572e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98453 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -12445731.000000 Penalty: 3739.352295
	Iteration 18Q: 3 clusters Score -1.244573e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98489 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -12445717.000000 Penalty: 3739.352295
	Iteration 19Q: 3 clusters Score -1.244572e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98507 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -12445714.000000 Penalty: 3739.352295
	Iteration 20F: 3 clusters Score -1.244571e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98519 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -12445727.000000 Penalty: 3739.352295
	Iteration 21Q: 3 clusters Score -1.244573e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98533 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -12445748.000000 Penalty: 3739.352295
	Iteration 22Q: 3 clusters Score -1.244575e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98547 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -12445745.000000 Penalty: 3739.352295
	Iteration 23Q: 3 clusters Score -1.244574e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98557 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -12445746.000000 Penalty: 3739.352295
	Iteration 24Q: 3 clusters Score -1.244575e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98565 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -12445738.000000 Penalty: 3739.352295
	Iteration 25Q: 3 clusters Score -1.244574e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98573 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -12445750.000000 Penalty: 3739.352295
	Iteration 26Q: 3 clusters Score -1.244575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98580 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -12445747.000000 Penalty: 3739.352295
	Iteration 27Q: 3 clusters Score -1.244575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98587 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -12445746.000000 Penalty: 3739.352295
	Iteration 28Q: 3 clusters Score -1.244575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98587 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -12445746.000000 Penalty: 3739.352295
	Iteration 29Q: 3 clusters Score -1.244575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98591 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -12445742.000000 Penalty: 3739.352295
	Iteration 30Q: 3 clusters Score -1.244574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98594 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -12445755.000000 Penalty: 3739.352295
	Iteration 31Q: 3 clusters Score -1.244576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98597 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -12445746.000000 Penalty: 3739.352295
	Iteration 32Q: 3 clusters Score -1.244575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98600 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -12445756.000000 Penalty: 3739.352295
	Iteration 33Q: 3 clusters Score -1.244576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98600 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -12445759.000000 Penalty: 3739.352295
	Iteration 34Q: 3 clusters Score -1.244576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98598 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -12445756.000000 Penalty: 3739.352295
	Iteration 35Q: 3 clusters Score -1.244576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98599 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -12445746.000000 Penalty: 3739.352295
	Iteration 36Q: 3 clusters Score -1.244575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98601 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -12445754.000000 Penalty: 3739.352295
	Iteration 37Q: 3 clusters Score -1.244575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98606 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -12445754.000000 Penalty: 3739.352295
	Iteration 38Q: 3 clusters Score -1.244575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98609 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -12445756.000000 Penalty: 3739.352295
	Iteration 39Q: 3 clusters Score -1.244576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98613 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -12445752.000000 Penalty: 3739.352295
	Iteration 40F: 3 clusters Score -1.244575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98618 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -12445754.000000 Penalty: 3739.352295
	Iteration 41Q: 3 clusters Score -1.244575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98621 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -12445754.000000 Penalty: 3739.352295
	Iteration 42Q: 3 clusters Score -1.244575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98625 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -12445762.000000 Penalty: 3739.352295
	Iteration 43Q: 3 clusters Score -1.244576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98628 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -12445764.000000 Penalty: 3739.352295
	Iteration 44Q: 3 clusters Score -1.244576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98631 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -12445763.000000 Penalty: 3739.352295
	Iteration 45Q: 3 clusters Score -1.244576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98635 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -12445764.000000 Penalty: 3739.352295
	Iteration 46Q: 3 clusters Score -1.244576e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98643 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -12445782.000000 Penalty: 3739.352295
	Iteration 47Q: 3 clusters Score -1.244578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98651 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -12445782.000000 Penalty: 3739.352295
	Iteration 48Q: 3 clusters Score -1.244578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98653 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -12445785.000000 Penalty: 3739.352295
	Iteration 49Q: 3 clusters Score -1.244578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98657 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -12445781.000000 Penalty: 3739.352295
	Iteration 50Q: 3 clusters Score -1.244578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98659 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -12445790.000000 Penalty: 3739.352295
	Iteration 51Q: 3 clusters Score -1.244579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98656 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -12445784.000000 Penalty: 3739.352295
	Iteration 52Q: 3 clusters Score -1.244578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98654 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -12445782.000000 Penalty: 3739.352295
	Iteration 53Q: 3 clusters Score -1.244578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98658 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -12445799.000000 Penalty: 3739.352295
	Iteration 54Q: 3 clusters Score -1.24458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98659 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -12445792.000000 Penalty: 3739.352295
	Iteration 55Q: 3 clusters Score -1.244579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98658 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -12445793.000000 Penalty: 3739.352295
	Iteration 56Q: 3 clusters Score -1.244579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98662 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -12445804.000000 Penalty: 3739.352295
	Iteration 57Q: 3 clusters Score -1.24458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98663 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -12445805.000000 Penalty: 3739.352295
	Iteration 58Q: 3 clusters Score -1.24458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98662 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -12445799.000000 Penalty: 3739.352295
	Iteration 59Q: 3 clusters Score -1.24458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98661 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -12445812.000000 Penalty: 3739.352295
	Iteration 60F: 3 clusters Score -1.244581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98660 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -12445811.000000 Penalty: 3739.352295
	Iteration 61Q: 3 clusters Score -1.244581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98658 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -12445812.000000 Penalty: 3739.352295
	Iteration 62Q: 3 clusters Score -1.244581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98658 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -12445816.000000 Penalty: 3739.352295
	Iteration 63Q: 3 clusters Score -1.244582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98660 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -12445814.000000 Penalty: 3739.352295
	Iteration 64Q: 3 clusters Score -1.244581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98662 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -12445815.000000 Penalty: 3739.352295
	Iteration 65Q: 3 clusters Score -1.244582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98664 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -12445804.000000 Penalty: 3739.352295
	Iteration 66Q: 3 clusters Score -1.24458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98667 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -12445806.000000 Penalty: 3739.352295
	Iteration 67Q: 3 clusters Score -1.244581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98669 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -12445818.000000 Penalty: 3739.352295
	Iteration 68Q: 3 clusters Score -1.244582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98670 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -12445817.000000 Penalty: 3739.352295
	Iteration 69Q: 3 clusters Score -1.244582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98672 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -12445822.000000 Penalty: 3739.352295
	Iteration 70Q: 3 clusters Score -1.244582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98673 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -12445820.000000 Penalty: 3739.352295
	Iteration 71Q: 3 clusters Score -1.244582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98676 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -12445822.000000 Penalty: 3739.352295
	Iteration 72Q: 3 clusters Score -1.244582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98678 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -12445823.000000 Penalty: 3739.352295
	Iteration 73Q: 3 clusters Score -1.244582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98680 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -12445827.000000 Penalty: 3739.352295
	Iteration 74Q: 3 clusters Score -1.244583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98682 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -12445825.000000 Penalty: 3739.352295
	Iteration 75Q: 3 clusters Score -1.244582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98685 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -12445828.000000 Penalty: 3739.352295
	Iteration 76Q: 3 clusters Score -1.244583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98686 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -12445831.000000 Penalty: 3739.352295
	Iteration 77Q: 3 clusters Score -1.244583e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98686 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -12445831.000000 Penalty: 3739.352295
	Iteration 78F: 3 clusters Score -1.244583e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Entering Unmasked Estep 
Score: -952928.750000 Penalty: 1452.958740
	Iteration 0F: 2 clusters Score -952928.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -947284.437500 Penalty: 2905.917480
	Iteration 0F: 3 clusters Score -947284.4 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -949082.812500 Penalty: 2905.917480
	Iteration 1F: 3 clusters Score -949082.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -949324.250000 Penalty: 2905.917480
	Iteration 2F: 3 clusters Score -949324.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -949475.125000 Penalty: 2905.917480
	Iteration 3Q: 3 clusters Score -949475.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -949586.062500 Penalty: 2905.917480
	Iteration 4Q: 3 clusters Score -949586.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -949679.812500 Penalty: 2905.917480
	Iteration 5Q: 3 clusters Score -949679.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -949758.750000 Penalty: 2905.917480
	Iteration 6Q: 3 clusters Score -949758.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -949831.562500 Penalty: 2905.917480
	Iteration 7Q: 3 clusters Score -949831.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -949923.187500 Penalty: 2905.917480
	Iteration 8Q: 3 clusters Score -949923.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -950037.250000 Penalty: 2905.917480
	Iteration 9Q: 3 clusters Score -950037.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -950163.187500 Penalty: 2905.917480
	Iteration 10Q: 3 clusters Score -950163.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -950319.500000 Penalty: 2905.917480
	Iteration 11Q: 3 clusters Score -950319.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -950514.937500 Penalty: 2905.917480
	Iteration 12Q: 3 clusters Score -950514.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -950666.375000 Penalty: 2905.917480
	Iteration 13Q: 3 clusters Score -950666.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -950793.812500 Penalty: 2905.917480
	Iteration 14Q: 3 clusters Score -950793.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -950919.000000 Penalty: 2905.917480
	Iteration 15Q: 3 clusters Score -950919 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -951031.437500 Penalty: 2905.917480
	Iteration 16Q: 3 clusters Score -951031.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -951126.687500 Penalty: 2905.917480
	Iteration 17Q: 3 clusters Score -951126.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -951223.750000 Penalty: 2905.917480
	Iteration 18Q: 3 clusters Score -951223.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -951309.187500 Penalty: 2905.917480
	Iteration 19Q: 3 clusters Score -951309.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -951386.750000 Penalty: 2905.917480
	Iteration 20F: 3 clusters Score -951386.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -951459.625000 Penalty: 2905.917480
	Iteration 21Q: 3 clusters Score -951459.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -951521.750000 Penalty: 2905.917480
	Iteration 22Q: 3 clusters Score -951521.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -951563.375000 Penalty: 2905.917480
	Iteration 23Q: 3 clusters Score -951563.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -951601.250000 Penalty: 2905.917480
	Iteration 24Q: 3 clusters Score -951601.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -951630.062500 Penalty: 2905.917480
	Iteration 25Q: 3 clusters Score -951630.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -951651.687500 Penalty: 2905.917480
	Iteration 26Q: 3 clusters Score -951651.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -951673.000000 Penalty: 2905.917480
	Iteration 27Q: 3 clusters Score -951673 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -951685.937500 Penalty: 2905.917480
	Iteration 28Q: 3 clusters Score -951685.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -951693.812500 Penalty: 2905.917480
	Iteration 29Q: 3 clusters Score -951693.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -951708.062500 Penalty: 2905.917480
	Iteration 30Q: 3 clusters Score -951708.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -951716.375000 Penalty: 2905.917480
	Iteration 31Q: 3 clusters Score -951716.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -951721.000000 Penalty: 2905.917480
	Iteration 32Q: 3 clusters Score -951721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -951726.375000 Penalty: 2905.917480
	Iteration 33Q: 3 clusters Score -951726.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -951728.250000 Penalty: 2905.917480
	Iteration 34Q: 3 clusters Score -951728.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -951728.562500 Penalty: 2905.917480
	Iteration 35Q: 3 clusters Score -951728.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -951731.312500 Penalty: 2905.917480
	Iteration 36Q: 3 clusters Score -951731.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -951731.625000 Penalty: 2905.917480
	Iteration 37Q: 3 clusters Score -951731.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -951732.625000 Penalty: 2905.917480
	Iteration 38Q: 3 clusters Score -951732.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -951735.000000 Penalty: 2905.917480
	Iteration 39Q: 3 clusters Score -951735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -951734.562500 Penalty: 2905.917480
	Iteration 40F: 3 clusters Score -951734.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -951735.937500 Penalty: 2905.917480
	Iteration 41Q: 3 clusters Score -951735.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -951736.375000 Penalty: 2905.917480
	Iteration 42Q: 3 clusters Score -951736.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -951736.375000 Penalty: 2905.917480
	Iteration 43F: 3 clusters Score -951736.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Entering Unmasked Estep 
Score: -825822.687500 Penalty: 1439.461792
	Iteration 0F: 2 clusters Score -825822.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -820505.625000 Penalty: 2878.923584
	Iteration 0F: 3 clusters Score -820505.6 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -822307.187500 Penalty: 2878.923584
	Iteration 1F: 3 clusters Score -822307.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -822841.375000 Penalty: 2878.923584
	Iteration 2F: 3 clusters Score -822841.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -823544.375000 Penalty: 2878.923584
	Iteration 3F: 3 clusters Score -823544.4 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -824369.437500 Penalty: 2878.923584
	Iteration 4F: 3 clusters Score -824369.4 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -824998.187500 Penalty: 2878.923584
	Iteration 5F: 3 clusters Score -824998.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -825346.250000 Penalty: 2878.923584
	Iteration 6F: 3 clusters Score -825346.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -825517.250000 Penalty: 2878.923584
	Iteration 7Q: 3 clusters Score -825517.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -825593.250000 Penalty: 2878.923584
	Iteration 8Q: 3 clusters Score -825593.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -825628.625000 Penalty: 2878.923584
	Iteration 9Q: 3 clusters Score -825628.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -825658.812500 Penalty: 2878.923584
	Iteration 10Q: 3 clusters Score -825658.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -825689.250000 Penalty: 2878.923584
	Iteration 11Q: 3 clusters Score -825689.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -825717.187500 Penalty: 2878.923584
	Iteration 12Q: 3 clusters Score -825717.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -825742.000000 Penalty: 2878.923584
	Iteration 13Q: 3 clusters Score -825742 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -825761.625000 Penalty: 2878.923584
	Iteration 14Q: 3 clusters Score -825761.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -825775.875000 Penalty: 2878.923584
	Iteration 15Q: 3 clusters Score -825775.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -825793.437500 Penalty: 2878.923584
	Iteration 16Q: 3 clusters Score -825793.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -825804.500000 Penalty: 2878.923584
	Iteration 17Q: 3 clusters Score -825804.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -825807.937500 Penalty: 2878.923584
	Iteration 18Q: 3 clusters Score -825807.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -825814.812500 Penalty: 2878.923584
	Iteration 19Q: 3 clusters Score -825814.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -825815.937500 Penalty: 2878.923584
	Iteration 20F: 3 clusters Score -825815.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -825817.062500 Penalty: 2878.923584
	Iteration 21Q: 3 clusters Score -825817.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -825818.375000 Penalty: 2878.923584
	Iteration 22Q: 3 clusters Score -825818.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -825820.250000 Penalty: 2878.923584
	Iteration 23Q: 3 clusters Score -825820.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -825822.062500 Penalty: 2878.923584
	Iteration 24Q: 3 clusters Score -825822.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -825823.375000 Penalty: 2878.923584
	Iteration 25Q: 3 clusters Score -825823.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -825823.875000 Penalty: 2878.923584
	Iteration 26Q: 3 clusters Score -825823.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -825823.250000 Penalty: 2878.923584
	Iteration 27Q: 3 clusters Score -825823.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -825824.062500 Penalty: 2878.923584
	Iteration 28Q: 3 clusters Score -825824.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -825826.125000 Penalty: 2878.923584
	Iteration 29Q: 3 clusters Score -825826.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -825829.000000 Penalty: 2878.923584
	Iteration 30Q: 3 clusters Score -825829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -825828.062500 Penalty: 2878.923584
	Iteration 31Q: 3 clusters Score -825828.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -825827.687500 Penalty: 2878.923584
	Iteration 32Q: 3 clusters Score -825827.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -825829.375000 Penalty: 2878.923584
	Iteration 33Q: 3 clusters Score -825829.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -825829.625000 Penalty: 2878.923584
	Iteration 34Q: 3 clusters Score -825829.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -825829.937500 Penalty: 2878.923584
	Iteration 35Q: 3 clusters Score -825829.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -825829.875000 Penalty: 2878.923584
	Iteration 36Q: 3 clusters Score -825829.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -825829.875000 Penalty: 2878.923584
	Iteration 37F: 3 clusters Score -825829.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104583 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 62679 members 
Mstep: Class 6 contains 26113 members 
Mstep: Class 7 contains 10457 members 
Mstep: Class 8 contains 64411 members 
Mstep: Class 9 contains 99280 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 4495 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 85383 members 
Mstep: Class 14 contains 35431 members 
Mstep: Class 15 contains 106326 members 
Mstep: Class 16 contains 3514 members 
Mstep: Class 17 contains 7203 members 
Mstep: Class 18 contains 9755 members 
Mstep: Class 19 contains 14255 members 
Mstep: Class 20 contains 6419 members 
Mstep: Class 21 contains 2930 members 
Mstep: Class 22 contains 16196 members 
Mstep: Class 23 contains 100611 members 
Mstep: Class 24 contains 68145 members 
Mstep: Class 25 contains 36006 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2830 members 
Mstep: Class 29 contains 6876 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9292 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 3106 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7266 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 217 members 
Mstep: Class 40 contains 5518 members 
Mstep: Class 41 contains 2537 members 
Entering Unmasked Estep 
Score: -111784680.000000 Penalty: 91479.007812
Splitting cluster 11 changes total score from -111785400.000000 to -111784680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Entering Unmasked Estep 
Score: -105066.812500 Penalty: 1126.046509
	Iteration 0F: 2 clusters Score -105066.8 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 519 members 
Entering Unmasked Estep 
Score: -103616.476562 Penalty: 2252.093018
	Iteration 0F: 3 clusters Score -103616.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -103912.414062 Penalty: 2252.093018
	Iteration 1F: 3 clusters Score -103912.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -104055.890625 Penalty: 2252.093018
	Iteration 2F: 3 clusters Score -104055.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -104187.882812 Penalty: 2252.093018
	Iteration 3F: 3 clusters Score -104187.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -104308.867188 Penalty: 2252.093018
	Iteration 4F: 3 clusters Score -104308.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -104407.507812 Penalty: 2252.093018
	Iteration 5Q: 3 clusters Score -104407.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -104475.382812 Penalty: 2252.093018
	Iteration 6Q: 3 clusters Score -104475.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -104525.742188 Penalty: 2252.093018
	Iteration 7Q: 3 clusters Score -104525.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -104555.890625 Penalty: 2252.093018
	Iteration 8Q: 3 clusters Score -104555.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -104595.414062 Penalty: 2252.093018
	Iteration 9Q: 3 clusters Score -104595.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -104615.937500 Penalty: 2252.093018
	Iteration 10Q: 3 clusters Score -104615.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -104637.757812 Penalty: 2252.093018
	Iteration 11Q: 3 clusters Score -104637.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -104649.656250 Penalty: 2252.093018
	Iteration 12Q: 3 clusters Score -104649.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -104664.148438 Penalty: 2252.093018
	Iteration 13Q: 3 clusters Score -104664.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -104681.968750 Penalty: 2252.093018
	Iteration 14Q: 3 clusters Score -104682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -104689.656250 Penalty: 2252.093018
	Iteration 15Q: 3 clusters Score -104689.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -104697.968750 Penalty: 2252.093018
	Iteration 16Q: 3 clusters Score -104698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -104701.804688 Penalty: 2252.093018
	Iteration 17Q: 3 clusters Score -104701.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -104703.671875 Penalty: 2252.093018
	Iteration 18Q: 3 clusters Score -104703.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -104705.929688 Penalty: 2252.093018
	Iteration 19Q: 3 clusters Score -104705.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -104709.070312 Penalty: 2252.093018
	Iteration 20F: 3 clusters Score -104709.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -104710.046875 Penalty: 2252.093018
	Iteration 21Q: 3 clusters Score -104710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -104717.617188 Penalty: 2252.093018
	Iteration 22Q: 3 clusters Score -104717.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -104726.507812 Penalty: 2252.093018
	Iteration 23Q: 3 clusters Score -104726.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -104739.140625 Penalty: 2252.093018
	Iteration 24Q: 3 clusters Score -104739.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -104742.945312 Penalty: 2252.093018
	Iteration 25Q: 3 clusters Score -104742.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -104743.132812 Penalty: 2252.093018
	Iteration 26Q: 3 clusters Score -104743.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -104743.132812 Penalty: 2252.093018
	Iteration 27F: 3 clusters Score -104743.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (85383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85383 members 
Entering Unmasked Estep 
Score: -10785394.000000 Penalty: 1845.171631
	Iteration 0F: 2 clusters Score -1.078539e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -10729132.000000 Penalty: 3690.343262
	Iteration 0F: 3 clusters Score -1.072913e+07 nChanged 40642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -10752366.000000 Penalty: 3690.343262
	Iteration 1F: 3 clusters Score -1.075237e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -10753386.000000 Penalty: 3690.343262
	Iteration 2Q: 3 clusters Score -1.075339e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -10755137.000000 Penalty: 3690.343262
	Iteration 3Q: 3 clusters Score -1.075514e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 55060 members 
Entering Unmasked Estep 
Score: -10757828.000000 Penalty: 3690.343262
	Iteration 4F: 3 clusters Score -1.075783e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 60877 members 
Entering Unmasked Estep 
Score: -10762316.000000 Penalty: 3690.343262
	Iteration 5F: 3 clusters Score -1.076232e+07 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 67590 members 
Entering Unmasked Estep 
Score: -10768712.000000 Penalty: 3690.343262
	Iteration 6F: 3 clusters Score -1.076871e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 73350 members 
Entering Unmasked Estep 
Score: -10774617.000000 Penalty: 3690.343262
	Iteration 7F: 3 clusters Score -1.077462e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 77156 members 
Entering Unmasked Estep 
Score: -10778812.000000 Penalty: 3690.343262
	Iteration 8Q: 3 clusters Score -1.077881e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 79185 members 
Entering Unmasked Estep 
Score: -10780991.000000 Penalty: 3690.343262
	Iteration 9Q: 3 clusters Score -1.078099e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 80313 members 
Entering Unmasked Estep 
Score: -10781951.000000 Penalty: 3690.343262
	Iteration 10Q: 3 clusters Score -1.078195e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 81102 members 
Entering Unmasked Estep 
Score: -10782457.000000 Penalty: 3690.343262
	Iteration 11Q: 3 clusters Score -1.078246e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 81722 members 
Entering Unmasked Estep 
Score: -10782825.000000 Penalty: 3690.343262
	Iteration 12Q: 3 clusters Score -1.078282e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 82240 members 
Entering Unmasked Estep 
Score: -10783079.000000 Penalty: 3690.343262
	Iteration 13Q: 3 clusters Score -1.078308e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 82655 members 
Entering Unmasked Estep 
Score: -10783311.000000 Penalty: 3690.343262
	Iteration 14Q: 3 clusters Score -1.078331e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 82987 members 
Entering Unmasked Estep 
Score: -10783471.000000 Penalty: 3690.343262
	Iteration 15Q: 3 clusters Score -1.078347e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 83239 members 
Entering Unmasked Estep 
Score: -10783599.000000 Penalty: 3690.343262
	Iteration 16Q: 3 clusters Score -1.07836e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 83429 members 
Entering Unmasked Estep 
Score: -10783670.000000 Penalty: 3690.343262
	Iteration 17Q: 3 clusters Score -1.078367e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 83581 members 
Entering Unmasked Estep 
Score: -10783751.000000 Penalty: 3690.343262
	Iteration 18Q: 3 clusters Score -1.078375e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 83696 members 
Entering Unmasked Estep 
Score: -10783793.000000 Penalty: 3690.343262
	Iteration 19Q: 3 clusters Score -1.078379e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 83797 members 
Entering Unmasked Estep 
Score: -10783810.000000 Penalty: 3690.343262
	Iteration 20F: 3 clusters Score -1.078381e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 83885 members 
Entering Unmasked Estep 
Score: -10783842.000000 Penalty: 3690.343262
	Iteration 21Q: 3 clusters Score -1.078384e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 83940 members 
Entering Unmasked Estep 
Score: -10783881.000000 Penalty: 3690.343262
	Iteration 22Q: 3 clusters Score -1.078388e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 83987 members 
Entering Unmasked Estep 
Score: -10783907.000000 Penalty: 3690.343262
	Iteration 23Q: 3 clusters Score -1.078391e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 84036 members 
Entering Unmasked Estep 
Score: -10783921.000000 Penalty: 3690.343262
	Iteration 24Q: 3 clusters Score -1.078392e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 84080 members 
Entering Unmasked Estep 
Score: -10783946.000000 Penalty: 3690.343262
	Iteration 25Q: 3 clusters Score -1.078395e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 84112 members 
Entering Unmasked Estep 
Score: -10783952.000000 Penalty: 3690.343262
	Iteration 26Q: 3 clusters Score -1.078395e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 84134 members 
Entering Unmasked Estep 
Score: -10783960.000000 Penalty: 3690.343262
	Iteration 27Q: 3 clusters Score -1.078396e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 84154 members 
Entering Unmasked Estep 
Score: -10783956.000000 Penalty: 3690.343262
	Iteration 28Q: 3 clusters Score -1.078396e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 84168 members 
Entering Unmasked Estep 
Score: -10783957.000000 Penalty: 3690.343262
	Iteration 29Q: 3 clusters Score -1.078396e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 84179 members 
Entering Unmasked Estep 
Score: -10783962.000000 Penalty: 3690.343262
	Iteration 30Q: 3 clusters Score -1.078396e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 84187 members 
Entering Unmasked Estep 
Score: -10783969.000000 Penalty: 3690.343262
	Iteration 31Q: 3 clusters Score -1.078397e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 84198 members 
Entering Unmasked Estep 
Score: -10783979.000000 Penalty: 3690.343262
	Iteration 32Q: 3 clusters Score -1.078398e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 84207 members 
Entering Unmasked Estep 
Score: -10783966.000000 Penalty: 3690.343262
	Iteration 33Q: 3 clusters Score -1.078397e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 84217 members 
Entering Unmasked Estep 
Score: -10783967.000000 Penalty: 3690.343262
	Iteration 34Q: 3 clusters Score -1.078397e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 84225 members 
Entering Unmasked Estep 
Score: -10783972.000000 Penalty: 3690.343262
	Iteration 35Q: 3 clusters Score -1.078397e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 84236 members 
Entering Unmasked Estep 
Score: -10783984.000000 Penalty: 3690.343262
	Iteration 36Q: 3 clusters Score -1.078398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 84242 members 
Entering Unmasked Estep 
Score: -10783988.000000 Penalty: 3690.343262
	Iteration 37Q: 3 clusters Score -1.078399e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 84253 members 
Entering Unmasked Estep 
Score: -10784000.000000 Penalty: 3690.343262
	Iteration 38Q: 3 clusters Score -1.0784e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 84268 members 
Entering Unmasked Estep 
Score: -10784013.000000 Penalty: 3690.343262
	Iteration 39Q: 3 clusters Score -1.078401e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 84276 members 
Entering Unmasked Estep 
Score: -10784016.000000 Penalty: 3690.343262
	Iteration 40F: 3 clusters Score -1.078402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 84285 members 
Entering Unmasked Estep 
Score: -10784021.000000 Penalty: 3690.343262
	Iteration 41Q: 3 clusters Score -1.078402e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 84295 members 
Entering Unmasked Estep 
Score: -10784019.000000 Penalty: 3690.343262
	Iteration 42Q: 3 clusters Score -1.078402e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 84304 members 
Entering Unmasked Estep 
Score: -10784037.000000 Penalty: 3690.343262
	Iteration 43Q: 3 clusters Score -1.078404e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 84321 members 
Entering Unmasked Estep 
Score: -10784034.000000 Penalty: 3690.343262
	Iteration 44Q: 3 clusters Score -1.078403e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 84333 members 
Entering Unmasked Estep 
Score: -10784037.000000 Penalty: 3690.343262
	Iteration 45Q: 3 clusters Score -1.078404e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 84344 members 
Entering Unmasked Estep 
Score: -10784037.000000 Penalty: 3690.343262
	Iteration 46Q: 3 clusters Score -1.078404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 84347 members 
Entering Unmasked Estep 
Score: -10784027.000000 Penalty: 3690.343262
	Iteration 47Q: 3 clusters Score -1.078403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 84348 members 
Entering Unmasked Estep 
Score: -10784026.000000 Penalty: 3690.343262
	Iteration 48Q: 3 clusters Score -1.078403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 84349 members 
Entering Unmasked Estep 
Score: -10784028.000000 Penalty: 3690.343262
	Iteration 49Q: 3 clusters Score -1.078403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 84351 members 
Entering Unmasked Estep 
Score: -10784035.000000 Penalty: 3690.343262
	Iteration 50Q: 3 clusters Score -1.078404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 84353 members 
Entering Unmasked Estep 
Score: -10784040.000000 Penalty: 3690.343262
	Iteration 51Q: 3 clusters Score -1.078404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 84353 members 
Entering Unmasked Estep 
Score: -10784040.000000 Penalty: 3690.343262
	Iteration 52F: 3 clusters Score -1.078404e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Entering Unmasked Estep 
Score: -4355325.500000 Penalty: 1702.243164
	Iteration 0F: 2 clusters Score -4355326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -4331616.000000 Penalty: 3404.486328
	Iteration 0F: 3 clusters Score -4331616 nChanged 16359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -4341211.500000 Penalty: 3404.486328
	Iteration 1F: 3 clusters Score -4341212 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -4341926.000000 Penalty: 3404.486328
	Iteration 2F: 3 clusters Score -4341926 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -4342758.500000 Penalty: 3404.486328
	Iteration 3F: 3 clusters Score -4342758 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -4343800.500000 Penalty: 3404.486328
	Iteration 4F: 3 clusters Score -4343800 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -4345010.500000 Penalty: 3404.486328
	Iteration 5F: 3 clusters Score -4345010 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -4346391.500000 Penalty: 3404.486328
	Iteration 6F: 3 clusters Score -4346392 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -4347668.500000 Penalty: 3404.486328
	Iteration 7F: 3 clusters Score -4347668 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -4348851.000000 Penalty: 3404.486328
	Iteration 8F: 3 clusters Score -4348851 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -4349839.000000 Penalty: 3404.486328
	Iteration 9Q: 3 clusters Score -4349839 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -4350673.000000 Penalty: 3404.486328
	Iteration 10Q: 3 clusters Score -4350673 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -4351327.500000 Penalty: 3404.486328
	Iteration 11Q: 3 clusters Score -4351328 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -4351846.000000 Penalty: 3404.486328
	Iteration 12Q: 3 clusters Score -4351846 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -4352275.500000 Penalty: 3404.486328
	Iteration 13Q: 3 clusters Score -4352276 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -4352624.500000 Penalty: 3404.486328
	Iteration 14Q: 3 clusters Score -4352624 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -4352910.500000 Penalty: 3404.486328
	Iteration 15Q: 3 clusters Score -4352910 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -4353121.000000 Penalty: 3404.486328
	Iteration 16Q: 3 clusters Score -4353121 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -4353285.500000 Penalty: 3404.486328
	Iteration 17Q: 3 clusters Score -4353286 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4353399.500000 Penalty: 3404.486328
	Iteration 18Q: 3 clusters Score -4353400 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -4353500.500000 Penalty: 3404.486328
	Iteration 19Q: 3 clusters Score -4353500 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -4353579.000000 Penalty: 3404.486328
	Iteration 20F: 3 clusters Score -4353579 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4353625.500000 Penalty: 3404.486328
	Iteration 21Q: 3 clusters Score -4353626 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4353677.000000 Penalty: 3404.486328
	Iteration 22Q: 3 clusters Score -4353677 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4353722.000000 Penalty: 3404.486328
	Iteration 23Q: 3 clusters Score -4353722 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4353778.500000 Penalty: 3404.486328
	Iteration 24Q: 3 clusters Score -4353778 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4353812.500000 Penalty: 3404.486328
	Iteration 25Q: 3 clusters Score -4353812 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -4353838.500000 Penalty: 3404.486328
	Iteration 26Q: 3 clusters Score -4353838 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4353870.000000 Penalty: 3404.486328
	Iteration 27Q: 3 clusters Score -4353870 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4353909.500000 Penalty: 3404.486328
	Iteration 28Q: 3 clusters Score -4353910 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4353929.500000 Penalty: 3404.486328
	Iteration 29Q: 3 clusters Score -4353930 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4353962.500000 Penalty: 3404.486328
	Iteration 30Q: 3 clusters Score -4353962 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4353991.000000 Penalty: 3404.486328
	Iteration 31Q: 3 clusters Score -4353991 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4354005.000000 Penalty: 3404.486328
	Iteration 32Q: 3 clusters Score -4354005 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4354028.000000 Penalty: 3404.486328
	Iteration 33Q: 3 clusters Score -4354028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4354042.000000 Penalty: 3404.486328
	Iteration 34Q: 3 clusters Score -4354042 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4354047.500000 Penalty: 3404.486328
	Iteration 35Q: 3 clusters Score -4354048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4354058.500000 Penalty: 3404.486328
	Iteration 36Q: 3 clusters Score -4354058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4354071.000000 Penalty: 3404.486328
	Iteration 37Q: 3 clusters Score -4354071 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4354081.500000 Penalty: 3404.486328
	Iteration 38Q: 3 clusters Score -4354082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4354091.500000 Penalty: 3404.486328
	Iteration 39Q: 3 clusters Score -4354092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4354106.000000 Penalty: 3404.486328
	Iteration 40F: 3 clusters Score -4354106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4354104.500000 Penalty: 3404.486328
	Iteration 41Q: 3 clusters Score -4354104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4354106.500000 Penalty: 3404.486328
	Iteration 42Q: 3 clusters Score -4354106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4354115.500000 Penalty: 3404.486328
	Iteration 43Q: 3 clusters Score -4354116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4354115.500000 Penalty: 3404.486328
	Iteration 44Q: 3 clusters Score -4354116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4354118.000000 Penalty: 3404.486328
	Iteration 45Q: 3 clusters Score -4354118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4354121.000000 Penalty: 3404.486328
	Iteration 46Q: 3 clusters Score -4354121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4354120.000000 Penalty: 3404.486328
	Iteration 47Q: 3 clusters Score -4354120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4354120.000000 Penalty: 3404.486328
	Iteration 48Q: 3 clusters Score -4354120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4354123.500000 Penalty: 3404.486328
	Iteration 49Q: 3 clusters Score -4354124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4354126.500000 Penalty: 3404.486328
	Iteration 50Q: 3 clusters Score -4354126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4354125.000000 Penalty: 3404.486328
	Iteration 51Q: 3 clusters Score -4354125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4354125.000000 Penalty: 3404.486328
	Iteration 52F: 3 clusters Score -4354125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (106326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106326 members 
Entering Unmasked Estep 
Score: -13344141.000000 Penalty: 1880.818115
	Iteration 0F: 2 clusters Score -1.334414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53239 members 
Mstep: Class 2 contains 53087 members 
Entering Unmasked Estep 
Score: -13275258.000000 Penalty: 3761.636230
	Iteration 0F: 3 clusters Score -1.327526e+07 nChanged 50986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53969 members 
Mstep: Class 2 contains 52357 members 
Entering Unmasked Estep 
Score: -13305910.000000 Penalty: 3761.636230
	Iteration 1F: 3 clusters Score -1.330591e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54844 members 
Mstep: Class 2 contains 51482 members 
Entering Unmasked Estep 
Score: -13307400.000000 Penalty: 3761.636230
	Iteration 2Q: 3 clusters Score -1.33074e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56206 members 
Mstep: Class 2 contains 50120 members 
Entering Unmasked Estep 
Score: -13309577.000000 Penalty: 3761.636230
	Iteration 3Q: 3 clusters Score -1.330958e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57987 members 
Mstep: Class 2 contains 48339 members 
Entering Unmasked Estep 
Score: -13312570.000000 Penalty: 3761.636230
	Iteration 4F: 3 clusters Score -1.331257e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60477 members 
Mstep: Class 2 contains 45849 members 
Entering Unmasked Estep 
Score: -13316287.000000 Penalty: 3761.636230
	Iteration 5F: 3 clusters Score -1.331629e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63365 members 
Mstep: Class 2 contains 42961 members 
Entering Unmasked Estep 
Score: -13320543.000000 Penalty: 3761.636230
	Iteration 6F: 3 clusters Score -1.332054e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66371 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -13325103.000000 Penalty: 3761.636230
	Iteration 7F: 3 clusters Score -1.33251e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69449 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -13328753.000000 Penalty: 3761.636230
	Iteration 8F: 3 clusters Score -1.332875e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72508 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -13330822.000000 Penalty: 3761.636230
	Iteration 9Q: 3 clusters Score -1.333082e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75737 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -13332045.000000 Penalty: 3761.636230
	Iteration 10Q: 3 clusters Score -1.333204e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79113 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -13332586.000000 Penalty: 3761.636230
	Iteration 11Q: 3 clusters Score -1.333259e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82748 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -13332933.000000 Penalty: 3761.636230
	Iteration 12Q: 3 clusters Score -1.333293e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86405 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -13333494.000000 Penalty: 3761.636230
	Iteration 13Q: 3 clusters Score -1.333349e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89913 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -13334093.000000 Penalty: 3761.636230
	Iteration 14Q: 3 clusters Score -1.333409e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93388 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -13337772.000000 Penalty: 3761.636230
	Iteration 15Q: 3 clusters Score -1.333777e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96054 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -13339902.000000 Penalty: 3761.636230
	Iteration 16Q: 3 clusters Score -1.33399e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98098 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -13341200.000000 Penalty: 3761.636230
	Iteration 17Q: 3 clusters Score -1.33412e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99643 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -13341920.000000 Penalty: 3761.636230
	Iteration 18Q: 3 clusters Score -1.334192e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100847 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -13342364.000000 Penalty: 3761.636230
	Iteration 19Q: 3 clusters Score -1.334236e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101734 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -13342613.000000 Penalty: 3761.636230
	Iteration 20F: 3 clusters Score -1.334261e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102395 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -13342749.000000 Penalty: 3761.636230
	Iteration 21Q: 3 clusters Score -1.334275e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102894 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -13342910.000000 Penalty: 3761.636230
	Iteration 22Q: 3 clusters Score -1.334291e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103272 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -13342945.000000 Penalty: 3761.636230
	Iteration 23Q: 3 clusters Score -1.334294e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103567 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -13342951.000000 Penalty: 3761.636230
	Iteration 24Q: 3 clusters Score -1.334295e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103782 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -13342992.000000 Penalty: 3761.636230
	Iteration 25Q: 3 clusters Score -1.334299e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103981 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -13343008.000000 Penalty: 3761.636230
	Iteration 26Q: 3 clusters Score -1.334301e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104154 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -13343050.000000 Penalty: 3761.636230
	Iteration 27Q: 3 clusters Score -1.334305e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104294 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -13343063.000000 Penalty: 3761.636230
	Iteration 28Q: 3 clusters Score -1.334306e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104417 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -13343116.000000 Penalty: 3761.636230
	Iteration 29Q: 3 clusters Score -1.334312e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104499 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -13343134.000000 Penalty: 3761.636230
	Iteration 30Q: 3 clusters Score -1.334313e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104547 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -13343144.000000 Penalty: 3761.636230
	Iteration 31Q: 3 clusters Score -1.334314e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104581 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -13343136.000000 Penalty: 3761.636230
	Iteration 32Q: 3 clusters Score -1.334314e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104619 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -13343145.000000 Penalty: 3761.636230
	Iteration 33Q: 3 clusters Score -1.334314e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104649 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -13343136.000000 Penalty: 3761.636230
	Iteration 34Q: 3 clusters Score -1.334314e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104685 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -13343149.000000 Penalty: 3761.636230
	Iteration 35Q: 3 clusters Score -1.334315e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104702 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -13343145.000000 Penalty: 3761.636230
	Iteration 36Q: 3 clusters Score -1.334314e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104727 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -13343122.000000 Penalty: 3761.636230
	Iteration 37Q: 3 clusters Score -1.334312e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104738 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -13343131.000000 Penalty: 3761.636230
	Iteration 38Q: 3 clusters Score -1.334313e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104753 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -13343124.000000 Penalty: 3761.636230
	Iteration 39Q: 3 clusters Score -1.334312e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104768 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -13343114.000000 Penalty: 3761.636230
	Iteration 40F: 3 clusters Score -1.334311e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104783 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -13343123.000000 Penalty: 3761.636230
	Iteration 41Q: 3 clusters Score -1.334312e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104797 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -13343119.000000 Penalty: 3761.636230
	Iteration 42Q: 3 clusters Score -1.334312e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104805 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -13343127.000000 Penalty: 3761.636230
	Iteration 43Q: 3 clusters Score -1.334313e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104819 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -13343130.000000 Penalty: 3761.636230
	Iteration 44Q: 3 clusters Score -1.334313e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104830 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -13343144.000000 Penalty: 3761.636230
	Iteration 45Q: 3 clusters Score -1.334314e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104840 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -13343165.000000 Penalty: 3761.636230
	Iteration 46Q: 3 clusters Score -1.334316e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104845 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -13343162.000000 Penalty: 3761.636230
	Iteration 47Q: 3 clusters Score -1.334316e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104852 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -13343161.000000 Penalty: 3761.636230
	Iteration 48Q: 3 clusters Score -1.334316e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104858 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -13343162.000000 Penalty: 3761.636230
	Iteration 49Q: 3 clusters Score -1.334316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104863 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -13343164.000000 Penalty: 3761.636230
	Iteration 50Q: 3 clusters Score -1.334316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104866 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -13343170.000000 Penalty: 3761.636230
	Iteration 51Q: 3 clusters Score -1.334317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104868 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -13343165.000000 Penalty: 3761.636230
	Iteration 52Q: 3 clusters Score -1.334316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104872 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -13343159.000000 Penalty: 3761.636230
	Iteration 53Q: 3 clusters Score -1.334316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104876 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -13343164.000000 Penalty: 3761.636230
	Iteration 54Q: 3 clusters Score -1.334316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104878 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -13343155.000000 Penalty: 3761.636230
	Iteration 55Q: 3 clusters Score -1.334316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104878 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -13343157.000000 Penalty: 3761.636230
	Iteration 56Q: 3 clusters Score -1.334316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104879 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -13343158.000000 Penalty: 3761.636230
	Iteration 57Q: 3 clusters Score -1.334316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104879 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -13343158.000000 Penalty: 3761.636230
	Iteration 58F: 3 clusters Score -1.334316e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Entering Unmasked Estep 
Score: -437867.781250 Penalty: 1326.733032
	Iteration 0F: 2 clusters Score -437867.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -434847.968750 Penalty: 2653.466064
	Iteration 0F: 3 clusters Score -434848 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -435846.593750 Penalty: 2653.466064
	Iteration 1F: 3 clusters Score -435846.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -436418.875000 Penalty: 2653.466064
	Iteration 2F: 3 clusters Score -436418.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -436765.312500 Penalty: 2653.466064
	Iteration 3F: 3 clusters Score -436765.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -436987.031250 Penalty: 2653.466064
	Iteration 4F: 3 clusters Score -436987 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -437135.687500 Penalty: 2653.466064
	Iteration 5F: 3 clusters Score -437135.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -437264.187500 Penalty: 2653.466064
	Iteration 6Q: 3 clusters Score -437264.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -437348.343750 Penalty: 2653.466064
	Iteration 7Q: 3 clusters Score -437348.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -437404.437500 Penalty: 2653.466064
	Iteration 8Q: 3 clusters Score -437404.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -437463.562500 Penalty: 2653.466064
	Iteration 9Q: 3 clusters Score -437463.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -437522.750000 Penalty: 2653.466064
	Iteration 10Q: 3 clusters Score -437522.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -437577.218750 Penalty: 2653.466064
	Iteration 11Q: 3 clusters Score -437577.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -437627.500000 Penalty: 2653.466064
	Iteration 12Q: 3 clusters Score -437627.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -437669.625000 Penalty: 2653.466064
	Iteration 13Q: 3 clusters Score -437669.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -437696.406250 Penalty: 2653.466064
	Iteration 14Q: 3 clusters Score -437696.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -437716.468750 Penalty: 2653.466064
	Iteration 15Q: 3 clusters Score -437716.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -437730.843750 Penalty: 2653.466064
	Iteration 16Q: 3 clusters Score -437730.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -437743.062500 Penalty: 2653.466064
	Iteration 17Q: 3 clusters Score -437743.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -437752.000000 Penalty: 2653.466064
	Iteration 18Q: 3 clusters Score -437752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -437759.062500 Penalty: 2653.466064
	Iteration 19Q: 3 clusters Score -437759.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -437765.000000 Penalty: 2653.466064
	Iteration 20F: 3 clusters Score -437765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -437772.687500 Penalty: 2653.466064
	Iteration 21Q: 3 clusters Score -437772.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -437777.375000 Penalty: 2653.466064
	Iteration 22Q: 3 clusters Score -437777.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -437782.000000 Penalty: 2653.466064
	Iteration 23Q: 3 clusters Score -437782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -437783.218750 Penalty: 2653.466064
	Iteration 24Q: 3 clusters Score -437783.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -437783.218750 Penalty: 2653.466064
	Iteration 25F: 3 clusters Score -437783.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Entering Unmasked Estep 
Score: -854657.125000 Penalty: 1443.366089
	Iteration 0F: 2 clusters Score -854657.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -849295.562500 Penalty: 2886.732178
	Iteration 0F: 3 clusters Score -849295.6 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -851194.312500 Penalty: 2886.732178
	Iteration 1F: 3 clusters Score -851194.3 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -851610.125000 Penalty: 2886.732178
	Iteration 2F: 3 clusters Score -851610.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -852004.562500 Penalty: 2886.732178
	Iteration 3F: 3 clusters Score -852004.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -852421.187500 Penalty: 2886.732178
	Iteration 4F: 3 clusters Score -852421.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -852798.750000 Penalty: 2886.732178
	Iteration 5F: 3 clusters Score -852798.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -853134.500000 Penalty: 2886.732178
	Iteration 6F: 3 clusters Score -853134.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -853378.562500 Penalty: 2886.732178
	Iteration 7Q: 3 clusters Score -853378.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -853523.437500 Penalty: 2886.732178
	Iteration 8Q: 3 clusters Score -853523.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -853638.812500 Penalty: 2886.732178
	Iteration 9Q: 3 clusters Score -853638.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -853724.937500 Penalty: 2886.732178
	Iteration 10Q: 3 clusters Score -853724.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -853784.812500 Penalty: 2886.732178
	Iteration 11Q: 3 clusters Score -853784.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -853818.437500 Penalty: 2886.732178
	Iteration 12Q: 3 clusters Score -853818.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -853841.375000 Penalty: 2886.732178
	Iteration 13Q: 3 clusters Score -853841.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -853854.375000 Penalty: 2886.732178
	Iteration 14Q: 3 clusters Score -853854.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -853865.250000 Penalty: 2886.732178
	Iteration 15Q: 3 clusters Score -853865.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -853872.000000 Penalty: 2886.732178
	Iteration 16Q: 3 clusters Score -853872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -853878.125000 Penalty: 2886.732178
	Iteration 17Q: 3 clusters Score -853878.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -853889.625000 Penalty: 2886.732178
	Iteration 18Q: 3 clusters Score -853889.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -853898.125000 Penalty: 2886.732178
	Iteration 19Q: 3 clusters Score -853898.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -853904.750000 Penalty: 2886.732178
	Iteration 20F: 3 clusters Score -853904.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -853911.250000 Penalty: 2886.732178
	Iteration 21Q: 3 clusters Score -853911.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -853914.125000 Penalty: 2886.732178
	Iteration 22Q: 3 clusters Score -853914.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -853916.250000 Penalty: 2886.732178
	Iteration 23Q: 3 clusters Score -853916.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -853917.875000 Penalty: 2886.732178
	Iteration 24Q: 3 clusters Score -853917.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -853922.375000 Penalty: 2886.732178
	Iteration 25Q: 3 clusters Score -853922.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -853921.625000 Penalty: 2886.732178
	Iteration 26Q: 3 clusters Score -853921.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -853922.562500 Penalty: 2886.732178
	Iteration 27Q: 3 clusters Score -853922.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -853922.062500 Penalty: 2886.732178
	Iteration 28Q: 3 clusters Score -853922.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -853922.062500 Penalty: 2886.732178
	Iteration 29F: 3 clusters Score -853922.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Entering Unmasked Estep 
Score: -1208397.000000 Penalty: 1492.649536
	Iteration 0F: 2 clusters Score -1208397 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 4852 members 
Entering Unmasked Estep 
Score: -1201446.625000 Penalty: 2985.299072
	Iteration 0F: 3 clusters Score -1201447 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1203791.375000 Penalty: 2985.299072
	Iteration 1F: 3 clusters Score -1203791 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1204160.750000 Penalty: 2985.299072
	Iteration 2F: 3 clusters Score -1204161 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1204453.125000 Penalty: 2985.299072
	Iteration 3F: 3 clusters Score -1204453 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1204683.500000 Penalty: 2985.299072
	Iteration 4Q: 3 clusters Score -1204684 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1204905.875000 Penalty: 2985.299072
	Iteration 5Q: 3 clusters Score -1204906 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1205123.000000 Penalty: 2985.299072
	Iteration 6Q: 3 clusters Score -1205123 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1205296.875000 Penalty: 2985.299072
	Iteration 7Q: 3 clusters Score -1205297 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1205478.625000 Penalty: 2985.299072
	Iteration 8Q: 3 clusters Score -1205479 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1205644.875000 Penalty: 2985.299072
	Iteration 9Q: 3 clusters Score -1205645 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1205819.125000 Penalty: 2985.299072
	Iteration 10Q: 3 clusters Score -1205819 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1206004.875000 Penalty: 2985.299072
	Iteration 11Q: 3 clusters Score -1206005 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1206205.125000 Penalty: 2985.299072
	Iteration 12Q: 3 clusters Score -1206205 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1206408.375000 Penalty: 2985.299072
	Iteration 13Q: 3 clusters Score -1206408 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1206606.750000 Penalty: 2985.299072
	Iteration 14Q: 3 clusters Score -1206607 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1206798.875000 Penalty: 2985.299072
	Iteration 15Q: 3 clusters Score -1206799 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1206922.250000 Penalty: 2985.299072
	Iteration 16Q: 3 clusters Score -1206922 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1207003.750000 Penalty: 2985.299072
	Iteration 17Q: 3 clusters Score -1207004 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1207083.500000 Penalty: 2985.299072
	Iteration 18Q: 3 clusters Score -1207084 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1207139.375000 Penalty: 2985.299072
	Iteration 19Q: 3 clusters Score -1207139 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1207178.875000 Penalty: 2985.299072
	Iteration 20F: 3 clusters Score -1207179 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1207208.875000 Penalty: 2985.299072
	Iteration 21Q: 3 clusters Score -1207209 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1207228.250000 Penalty: 2985.299072
	Iteration 22Q: 3 clusters Score -1207228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1207244.375000 Penalty: 2985.299072
	Iteration 23Q: 3 clusters Score -1207244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1207255.875000 Penalty: 2985.299072
	Iteration 24Q: 3 clusters Score -1207256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1207264.375000 Penalty: 2985.299072
	Iteration 25Q: 3 clusters Score -1207264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1207270.500000 Penalty: 2985.299072
	Iteration 26Q: 3 clusters Score -1207270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1207281.500000 Penalty: 2985.299072
	Iteration 27Q: 3 clusters Score -1207282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1207291.625000 Penalty: 2985.299072
	Iteration 28Q: 3 clusters Score -1207292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1207297.750000 Penalty: 2985.299072
	Iteration 29Q: 3 clusters Score -1207298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1207301.875000 Penalty: 2985.299072
	Iteration 30Q: 3 clusters Score -1207302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1207300.875000 Penalty: 2985.299072
	Iteration 31Q: 3 clusters Score -1207301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1207303.750000 Penalty: 2985.299072
	Iteration 32Q: 3 clusters Score -1207304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1207304.125000 Penalty: 2985.299072
	Iteration 33Q: 3 clusters Score -1207304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1207307.250000 Penalty: 2985.299072
	Iteration 34Q: 3 clusters Score -1207307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1207308.125000 Penalty: 2985.299072
	Iteration 35Q: 3 clusters Score -1207308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1207313.000000 Penalty: 2985.299072
	Iteration 36Q: 3 clusters Score -1207313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1207316.625000 Penalty: 2985.299072
	Iteration 37Q: 3 clusters Score -1207317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1207320.500000 Penalty: 2985.299072
	Iteration 38Q: 3 clusters Score -1207320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1207325.750000 Penalty: 2985.299072
	Iteration 39Q: 3 clusters Score -1207326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1207329.625000 Penalty: 2985.299072
	Iteration 40F: 3 clusters Score -1207330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1207333.125000 Penalty: 2985.299072
	Iteration 41Q: 3 clusters Score -1207333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1207335.625000 Penalty: 2985.299072
	Iteration 42Q: 3 clusters Score -1207336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1207337.250000 Penalty: 2985.299072
	Iteration 43Q: 3 clusters Score -1207337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1207337.750000 Penalty: 2985.299072
	Iteration 44Q: 3 clusters Score -1207338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1207340.125000 Penalty: 2985.299072
	Iteration 45Q: 3 clusters Score -1207340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1207344.125000 Penalty: 2985.299072
	Iteration 46Q: 3 clusters Score -1207344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1207344.125000 Penalty: 2985.299072
	Iteration 47F: 3 clusters Score -1207344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Entering Unmasked Estep 
Score: -1776095.625000 Penalty: 1554.290283
	Iteration 0F: 2 clusters Score -1776096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1766053.625000 Penalty: 3108.580566
	Iteration 0F: 3 clusters Score -1766054 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1769964.375000 Penalty: 3108.580566
	Iteration 1F: 3 clusters Score -1769964 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1771131.125000 Penalty: 3108.580566
	Iteration 2F: 3 clusters Score -1771131 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1772260.625000 Penalty: 3108.580566
	Iteration 3F: 3 clusters Score -1772261 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1773237.375000 Penalty: 3108.580566
	Iteration 4F: 3 clusters Score -1773237 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1773986.750000 Penalty: 3108.580566
	Iteration 5F: 3 clusters Score -1773987 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1774512.000000 Penalty: 3108.580566
	Iteration 6F: 3 clusters Score -1774512 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1774861.250000 Penalty: 3108.580566
	Iteration 7Q: 3 clusters Score -1774861 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1775114.375000 Penalty: 3108.580566
	Iteration 8Q: 3 clusters Score -1775114 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1775276.375000 Penalty: 3108.580566
	Iteration 9Q: 3 clusters Score -1775276 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1775384.625000 Penalty: 3108.580566
	Iteration 10Q: 3 clusters Score -1775385 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1775463.375000 Penalty: 3108.580566
	Iteration 11Q: 3 clusters Score -1775463 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1775513.125000 Penalty: 3108.580566
	Iteration 12Q: 3 clusters Score -1775513 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1775544.250000 Penalty: 3108.580566
	Iteration 13Q: 3 clusters Score -1775544 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1775578.250000 Penalty: 3108.580566
	Iteration 14Q: 3 clusters Score -1775578 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1775595.375000 Penalty: 3108.580566
	Iteration 15Q: 3 clusters Score -1775595 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1775607.125000 Penalty: 3108.580566
	Iteration 16Q: 3 clusters Score -1775607 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1775621.375000 Penalty: 3108.580566
	Iteration 17Q: 3 clusters Score -1775621 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1775624.375000 Penalty: 3108.580566
	Iteration 18Q: 3 clusters Score -1775624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1775635.500000 Penalty: 3108.580566
	Iteration 19Q: 3 clusters Score -1775636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1775643.625000 Penalty: 3108.580566
	Iteration 20F: 3 clusters Score -1775644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1775647.125000 Penalty: 3108.580566
	Iteration 21Q: 3 clusters Score -1775647 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1775651.500000 Penalty: 3108.580566
	Iteration 22Q: 3 clusters Score -1775652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1775659.625000 Penalty: 3108.580566
	Iteration 23Q: 3 clusters Score -1775660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1775666.125000 Penalty: 3108.580566
	Iteration 24Q: 3 clusters Score -1775666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1775670.125000 Penalty: 3108.580566
	Iteration 25Q: 3 clusters Score -1775670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1775677.500000 Penalty: 3108.580566
	Iteration 26Q: 3 clusters Score -1775678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1775681.750000 Penalty: 3108.580566
	Iteration 27Q: 3 clusters Score -1775682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1775689.250000 Penalty: 3108.580566
	Iteration 28Q: 3 clusters Score -1775689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1775692.000000 Penalty: 3108.580566
	Iteration 29Q: 3 clusters Score -1775692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1775701.375000 Penalty: 3108.580566
	Iteration 30Q: 3 clusters Score -1775701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1775710.875000 Penalty: 3108.580566
	Iteration 31Q: 3 clusters Score -1775711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1775710.750000 Penalty: 3108.580566
	Iteration 32Q: 3 clusters Score -1775711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1775711.125000 Penalty: 3108.580566
	Iteration 33Q: 3 clusters Score -1775711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1775712.375000 Penalty: 3108.580566
	Iteration 34Q: 3 clusters Score -1775712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1775714.375000 Penalty: 3108.580566
	Iteration 35Q: 3 clusters Score -1775714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1775716.625000 Penalty: 3108.580566
	Iteration 36Q: 3 clusters Score -1775717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1775720.625000 Penalty: 3108.580566
	Iteration 37Q: 3 clusters Score -1775721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1775725.125000 Penalty: 3108.580566
	Iteration 38Q: 3 clusters Score -1775725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1775723.750000 Penalty: 3108.580566
	Iteration 39Q: 3 clusters Score -1775724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1775726.500000 Penalty: 3108.580566
	Iteration 40F: 3 clusters Score -1775726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1775731.250000 Penalty: 3108.580566
	Iteration 41Q: 3 clusters Score -1775731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1775735.875000 Penalty: 3108.580566
	Iteration 42Q: 3 clusters Score -1775736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1775734.375000 Penalty: 3108.580566
	Iteration 43Q: 3 clusters Score -1775734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1775736.875000 Penalty: 3108.580566
	Iteration 44Q: 3 clusters Score -1775737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1775740.000000 Penalty: 3108.580566
	Iteration 45Q: 3 clusters Score -1775740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1775742.000000 Penalty: 3108.580566
	Iteration 46Q: 3 clusters Score -1775742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1775746.125000 Penalty: 3108.580566
	Iteration 47Q: 3 clusters Score -1775746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1775751.875000 Penalty: 3108.580566
	Iteration 48Q: 3 clusters Score -1775752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1775754.000000 Penalty: 3108.580566
	Iteration 49Q: 3 clusters Score -1775754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1775754.500000 Penalty: 3108.580566
	Iteration 50Q: 3 clusters Score -1775754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1775751.375000 Penalty: 3108.580566
	Iteration 51Q: 3 clusters Score -1775751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1775751.375000 Penalty: 3108.580566
	Iteration 52F: 3 clusters Score -1775751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Entering Unmasked Estep 
Score: -802631.437500 Penalty: 1424.640381
	Iteration 0F: 2 clusters Score -802631.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -797712.312500 Penalty: 2849.280762
	Iteration 0F: 3 clusters Score -797712.3 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -799226.750000 Penalty: 2849.280762
	Iteration 1F: 3 clusters Score -799226.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -799688.500000 Penalty: 2849.280762
	Iteration 2F: 3 clusters Score -799688.5 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -800286.375000 Penalty: 2849.280762
	Iteration 3F: 3 clusters Score -800286.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -800782.187500 Penalty: 2849.280762
	Iteration 4F: 3 clusters Score -800782.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -801156.437500 Penalty: 2849.280762
	Iteration 5F: 3 clusters Score -801156.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -801448.187500 Penalty: 2849.280762
	Iteration 6F: 3 clusters Score -801448.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -801649.000000 Penalty: 2849.280762
	Iteration 7Q: 3 clusters Score -801649 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -801794.625000 Penalty: 2849.280762
	Iteration 8Q: 3 clusters Score -801794.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -801890.250000 Penalty: 2849.280762
	Iteration 9Q: 3 clusters Score -801890.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -801966.187500 Penalty: 2849.280762
	Iteration 10Q: 3 clusters Score -801966.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -802023.687500 Penalty: 2849.280762
	Iteration 11Q: 3 clusters Score -802023.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -802057.187500 Penalty: 2849.280762
	Iteration 12Q: 3 clusters Score -802057.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -802093.750000 Penalty: 2849.280762
	Iteration 13Q: 3 clusters Score -802093.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -802133.875000 Penalty: 2849.280762
	Iteration 14Q: 3 clusters Score -802133.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -802163.375000 Penalty: 2849.280762
	Iteration 15Q: 3 clusters Score -802163.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -802179.625000 Penalty: 2849.280762
	Iteration 16Q: 3 clusters Score -802179.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -802196.625000 Penalty: 2849.280762
	Iteration 17Q: 3 clusters Score -802196.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -802208.875000 Penalty: 2849.280762
	Iteration 18Q: 3 clusters Score -802208.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -802215.187500 Penalty: 2849.280762
	Iteration 19Q: 3 clusters Score -802215.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -802218.187500 Penalty: 2849.280762
	Iteration 20F: 3 clusters Score -802218.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -802219.937500 Penalty: 2849.280762
	Iteration 21Q: 3 clusters Score -802219.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -802221.625000 Penalty: 2849.280762
	Iteration 22Q: 3 clusters Score -802221.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -802224.562500 Penalty: 2849.280762
	Iteration 23Q: 3 clusters Score -802224.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -802226.750000 Penalty: 2849.280762
	Iteration 24Q: 3 clusters Score -802226.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -802232.250000 Penalty: 2849.280762
	Iteration 25Q: 3 clusters Score -802232.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -802237.312500 Penalty: 2849.280762
	Iteration 26Q: 3 clusters Score -802237.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -802238.750000 Penalty: 2849.280762
	Iteration 27Q: 3 clusters Score -802238.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -802243.687500 Penalty: 2849.280762
	Iteration 28Q: 3 clusters Score -802243.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -802244.875000 Penalty: 2849.280762
	Iteration 29Q: 3 clusters Score -802244.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -802244.562500 Penalty: 2849.280762
	Iteration 30Q: 3 clusters Score -802244.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -802244.562500 Penalty: 2849.280762
	Iteration 31F: 3 clusters Score -802244.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Entering Unmasked Estep 
Score: -335231.968750 Penalty: 1297.198120
	Iteration 0F: 2 clusters Score -335232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -332543.281250 Penalty: 2594.396240
	Iteration 0F: 3 clusters Score -332543.3 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -333288.906250 Penalty: 2594.396240
	Iteration 1F: 3 clusters Score -333288.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -333595.968750 Penalty: 2594.396240
	Iteration 2F: 3 clusters Score -333596 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -333832.062500 Penalty: 2594.396240
	Iteration 3F: 3 clusters Score -333832.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -334068.000000 Penalty: 2594.396240
	Iteration 4F: 3 clusters Score -334068 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -334265.281250 Penalty: 2594.396240
	Iteration 5F: 3 clusters Score -334265.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -334399.656250 Penalty: 2594.396240
	Iteration 6Q: 3 clusters Score -334399.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -334486.593750 Penalty: 2594.396240
	Iteration 7Q: 3 clusters Score -334486.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -334524.781250 Penalty: 2594.396240
	Iteration 8Q: 3 clusters Score -334524.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -334555.562500 Penalty: 2594.396240
	Iteration 9Q: 3 clusters Score -334555.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -334571.281250 Penalty: 2594.396240
	Iteration 10Q: 3 clusters Score -334571.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -334581.468750 Penalty: 2594.396240
	Iteration 11Q: 3 clusters Score -334581.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -334588.281250 Penalty: 2594.396240
	Iteration 12Q: 3 clusters Score -334588.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -334596.500000 Penalty: 2594.396240
	Iteration 13Q: 3 clusters Score -334596.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -334605.218750 Penalty: 2594.396240
	Iteration 14Q: 3 clusters Score -334605.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -334613.125000 Penalty: 2594.396240
	Iteration 15Q: 3 clusters Score -334613.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -334620.812500 Penalty: 2594.396240
	Iteration 16Q: 3 clusters Score -334620.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -334627.468750 Penalty: 2594.396240
	Iteration 17Q: 3 clusters Score -334627.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -334633.250000 Penalty: 2594.396240
	Iteration 18Q: 3 clusters Score -334633.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -334639.218750 Penalty: 2594.396240
	Iteration 19Q: 3 clusters Score -334639.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -334643.906250 Penalty: 2594.396240
	Iteration 20F: 3 clusters Score -334643.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -334650.437500 Penalty: 2594.396240
	Iteration 21Q: 3 clusters Score -334650.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -334655.250000 Penalty: 2594.396240
	Iteration 22Q: 3 clusters Score -334655.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -334662.093750 Penalty: 2594.396240
	Iteration 23Q: 3 clusters Score -334662.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -334666.968750 Penalty: 2594.396240
	Iteration 24Q: 3 clusters Score -334667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -334675.187500 Penalty: 2594.396240
	Iteration 25Q: 3 clusters Score -334675.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -334680.687500 Penalty: 2594.396240
	Iteration 26Q: 3 clusters Score -334680.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -334686.593750 Penalty: 2594.396240
	Iteration 27Q: 3 clusters Score -334686.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -334691.218750 Penalty: 2594.396240
	Iteration 28Q: 3 clusters Score -334691.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -334691.687500 Penalty: 2594.396240
	Iteration 29Q: 3 clusters Score -334691.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -334691.437500 Penalty: 2594.396240
	Iteration 30Q: 3 clusters Score -334691.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -334691.687500 Penalty: 2594.396240
	Iteration 31Q: 3 clusters Score -334691.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -334691.687500 Penalty: 2594.396240
	Iteration 32F: 3 clusters Score -334691.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Entering Unmasked Estep 
Score: -2013500.250000 Penalty: 1575.034424
	Iteration 0F: 2 clusters Score -2013500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2002369.500000 Penalty: 3150.068848
	Iteration 0F: 3 clusters Score -2002370 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2006451.500000 Penalty: 3150.068848
	Iteration 1F: 3 clusters Score -2006452 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2006958.250000 Penalty: 3150.068848
	Iteration 2F: 3 clusters Score -2006958 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2007595.625000 Penalty: 3150.068848
	Iteration 3F: 3 clusters Score -2007596 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2008439.250000 Penalty: 3150.068848
	Iteration 4F: 3 clusters Score -2008439 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2009391.875000 Penalty: 3150.068848
	Iteration 5F: 3 clusters Score -2009392 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2010252.500000 Penalty: 3150.068848
	Iteration 6F: 3 clusters Score -2010252 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2010848.375000 Penalty: 3150.068848
	Iteration 7F: 3 clusters Score -2010848 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2011312.000000 Penalty: 3150.068848
	Iteration 8Q: 3 clusters Score -2011312 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -2011619.250000 Penalty: 3150.068848
	Iteration 9Q: 3 clusters Score -2011619 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2011788.375000 Penalty: 3150.068848
	Iteration 10Q: 3 clusters Score -2011788 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2011902.250000 Penalty: 3150.068848
	Iteration 11Q: 3 clusters Score -2011902 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2011989.875000 Penalty: 3150.068848
	Iteration 12Q: 3 clusters Score -2011990 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2012057.250000 Penalty: 3150.068848
	Iteration 13Q: 3 clusters Score -2012057 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2012106.375000 Penalty: 3150.068848
	Iteration 14Q: 3 clusters Score -2012106 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2012142.125000 Penalty: 3150.068848
	Iteration 15Q: 3 clusters Score -2012142 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2012176.375000 Penalty: 3150.068848
	Iteration 16Q: 3 clusters Score -2012176 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -2012197.375000 Penalty: 3150.068848
	Iteration 17Q: 3 clusters Score -2012197 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2012210.250000 Penalty: 3150.068848
	Iteration 18Q: 3 clusters Score -2012210 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -2012237.250000 Penalty: 3150.068848
	Iteration 19Q: 3 clusters Score -2012237 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2012263.375000 Penalty: 3150.068848
	Iteration 20F: 3 clusters Score -2012263 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2012289.875000 Penalty: 3150.068848
	Iteration 21Q: 3 clusters Score -2012290 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -2012316.000000 Penalty: 3150.068848
	Iteration 22Q: 3 clusters Score -2012316 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -2012345.125000 Penalty: 3150.068848
	Iteration 23Q: 3 clusters Score -2012345 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2012373.250000 Penalty: 3150.068848
	Iteration 24Q: 3 clusters Score -2012373 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2012398.500000 Penalty: 3150.068848
	Iteration 25Q: 3 clusters Score -2012398 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2012420.625000 Penalty: 3150.068848
	Iteration 26Q: 3 clusters Score -2012421 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2012445.750000 Penalty: 3150.068848
	Iteration 27Q: 3 clusters Score -2012446 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2012476 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -2012504.125000 Penalty: 3150.068848
	Iteration 29Q: 3 clusters Score -2012504 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2012528 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2012551 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2012567.375000 Penalty: 3150.068848
	Iteration 32Q: 3 clusters Score -2012567 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -2012574.500000 Penalty: 3150.068848
	Iteration 33Q: 3 clusters Score -2012574 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2012580.125000 Penalty: 3150.068848
	Iteration 34Q: 3 clusters Score -2012580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2012589.000000 Penalty: 3150.068848
	Iteration 35Q: 3 clusters Score -2012589 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2012595.000000 Penalty: 3150.068848
	Iteration 36Q: 3 clusters Score -2012595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2012597.875000 Penalty: 3150.068848
	Iteration 37Q: 3 clusters Score -2012598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2012603.125000 Penalty: 3150.068848
	Iteration 38Q: 3 clusters Score -2012603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2012605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2012608.875000 Penalty: 3150.068848
	Iteration 40F: 3 clusters Score -2012609 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2012615.000000 Penalty: 3150.068848
	Iteration 41Q: 3 clusters Score -2012615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2012622.375000 Penalty: 3150.068848
	Iteration 42Q: 3 clusters Score -2012622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -2012625.375000 Penalty: 3150.068848
	Iteration 43Q: 3 clusters Score -2012625 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2012626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2012626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2012629.000000 Penalty: 3150.068848
	Iteration 46Q: 3 clusters Score -2012629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2012630.000000 Penalty: 3150.068848
	Iteration 47Q: 3 clusters Score -2012630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2012632.750000 Penalty: 3150.068848
	Iteration 48Q: 3 clusters Score -2012633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2012636.500000 Penalty: 3150.068848
	Iteration 49Q: 3 clusters Score -2012636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -2012637.750000 Penalty: 3150.068848
	Iteration 50Q: 3 clusters Score -2012638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2012636.625000 Penalty: 3150.068848
	Iteration 51Q: 3 clusters Score -2012637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2012648.125000 Penalty: 3150.068848
	Iteration 52Q: 3 clusters Score -2012648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2012652.500000 Penalty: 3150.068848
	Iteration 53Q: 3 clusters Score -2012652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2012652.500000 Penalty: 3150.068848
	Iteration 54Q: 3 clusters Score -2012652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2012656.500000 Penalty: 3150.068848
	Iteration 55Q: 3 clusters Score -2012656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -2012657.750000 Penalty: 3150.068848
	Iteration 56Q: 3 clusters Score -2012658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2012661.750000 Penalty: 3150.068848
	Iteration 57Q: 3 clusters Score -2012662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2012660.750000 Penalty: 3150.068848
	Iteration 58Q: 3 clusters Score -2012661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -2012668.375000 Penalty: 3150.068848
	Iteration 59Q: 3 clusters Score -2012668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2012673.250000 Penalty: 3150.068848
	Iteration 60F: 3 clusters Score -2012673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -2012669.875000 Penalty: 3150.068848
	Iteration 61Q: 3 clusters Score -2012670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2012679.250000 Penalty: 3150.068848
	Iteration 62Q: 3 clusters Score -2012679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2012684.500000 Penalty: 3150.068848
	Iteration 63Q: 3 clusters Score -2012684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2012686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2012691.875000 Penalty: 3150.068848
	Iteration 65Q: 3 clusters Score -2012692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2012691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2012690.125000 Penalty: 3150.068848
	Iteration 67Q: 3 clusters Score -2012690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2012692.000000 Penalty: 3150.068848
	Iteration 68Q: 3 clusters Score -2012692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2012692.875000 Penalty: 3150.068848
	Iteration 69Q: 3 clusters Score -2012693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2012693.250000 Penalty: 3150.068848
	Iteration 70Q: 3 clusters Score -2012693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2012696.875000 Penalty: 3150.068848
	Iteration 71Q: 3 clusters Score -2012697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2012696.125000 Penalty: 3150.068848
	Iteration 72Q: 3 clusters Score -2012696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2012695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2012696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -2012693.250000 Penalty: 3150.068848
	Iteration 75Q: 3 clusters Score -2012693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2012694.750000 Penalty: 3150.068848
	Iteration 76Q: 3 clusters Score -2012695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -2012697.000000 Penalty: 3150.068848
	Iteration 77Q: 3 clusters Score -2012697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2012700.250000 Penalty: 3150.068848
	Iteration 78Q: 3 clusters Score -2012700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2012704.500000 Penalty: 3150.068848
	Iteration 79Q: 3 clusters Score -2012704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2012706.500000 Penalty: 3150.068848
	Iteration 80F: 3 clusters Score -2012706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2012703.750000 Penalty: 3150.068848
	Iteration 81Q: 3 clusters Score -2012704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2012706.375000 Penalty: 3150.068848
	Iteration 82Q: 3 clusters Score -2012706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2012707.000000 Penalty: 3150.068848
	Iteration 83Q: 3 clusters Score -2012707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2012713.125000 Penalty: 3150.068848
	Iteration 84Q: 3 clusters Score -2012713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -2012715.750000 Penalty: 3150.068848
	Iteration 85Q: 3 clusters Score -2012716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -2012717.875000 Penalty: 3150.068848
	Iteration 86Q: 3 clusters Score -2012718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2012723.500000 Penalty: 3150.068848
	Iteration 87Q: 3 clusters Score -2012724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2012726.375000 Penalty: 3150.068848
	Iteration 88Q: 3 clusters Score -2012726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -2012730.750000 Penalty: 3150.068848
	Iteration 89Q: 3 clusters Score -2012731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -2012734.875000 Penalty: 3150.068848
	Iteration 90Q: 3 clusters Score -2012735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2012734.500000 Penalty: 3150.068848
	Iteration 91Q: 3 clusters Score -2012734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2012732.250000 Penalty: 3150.068848
	Iteration 92Q: 3 clusters Score -2012732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2012733.500000 Penalty: 3150.068848
	Iteration 93Q: 3 clusters Score -2012734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2012739.500000 Penalty: 3150.068848
	Iteration 94Q: 3 clusters Score -2012740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2012738.000000 Penalty: 3150.068848
	Iteration 95Q: 3 clusters Score -2012738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2012739.375000 Penalty: 3150.068848
	Iteration 96Q: 3 clusters Score -2012739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2012741.625000 Penalty: 3150.068848
	Iteration 97Q: 3 clusters Score -2012742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2012739.625000 Penalty: 3150.068848
	Iteration 98Q: 3 clusters Score -2012740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2012740.875000 Penalty: 3150.068848
	Iteration 99Q: 3 clusters Score -2012741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2012743.625000 Penalty: 3150.068848
	Iteration 100F: 3 clusters Score -2012744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2012743.875000 Penalty: 3150.068848
	Iteration 101Q: 3 clusters Score -2012744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2012742.500000 Penalty: 3150.068848
	Iteration 102Q: 3 clusters Score -2012742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2012745.500000 Penalty: 3150.068848
	Iteration 103Q: 3 clusters Score -2012746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2012748.125000 Penalty: 3150.068848
	Iteration 104Q: 3 clusters Score -2012748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2012749.875000 Penalty: 3150.068848
	Iteration 105Q: 3 clusters Score -2012750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2012754.625000 Penalty: 3150.068848
	Iteration 106Q: 3 clusters Score -2012755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2012756.625000 Penalty: 3150.068848
	Iteration 107Q: 3 clusters Score -2012757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2012759.000000 Penalty: 3150.068848
	Iteration 108Q: 3 clusters Score -2012759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2012762.000000 Penalty: 3150.068848
	Iteration 109Q: 3 clusters Score -2012762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2012759.000000 Penalty: 3150.068848
	Iteration 110Q: 3 clusters Score -2012759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2012756.375000 Penalty: 3150.068848
	Iteration 111Q: 3 clusters Score -2012756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
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Entering Unmasked Estep 
Score: -2012760.875000 Penalty: 3150.068848
	Iteration 112Q: 3 clusters Score -2012761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2012757.000000 Penalty: 3150.068848
	Iteration 113Q: 3 clusters Score -2012757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2012758.375000 Penalty: 3150.068848
	Iteration 114Q: 3 clusters Score -2012758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2012763.250000 Penalty: 3150.068848
	Iteration 115Q: 3 clusters Score -2012763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2012763.250000 Penalty: 3150.068848
	Iteration 116Q: 3 clusters Score -2012763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2012762.750000 Penalty: 3150.068848
	Iteration 117Q: 3 clusters Score -2012763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -2012768.500000 Penalty: 3150.068848
	Iteration 118Q: 3 clusters Score -2012768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -2012767.375000 Penalty: 3150.068848
	Iteration 119Q: 3 clusters Score -2012767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2012767.625000 Penalty: 3150.068848
	Iteration 120F: 3 clusters Score -2012768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -2012767.875000 Penalty: 3150.068848
	Iteration 121Q: 3 clusters Score -2012768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -2012767.500000 Penalty: 3150.068848
	Iteration 122Q: 3 clusters Score -2012768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -2012766.625000 Penalty: 3150.068848
	Iteration 123Q: 3 clusters Score -2012767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -2012767.125000 Penalty: 3150.068848
	Iteration 124Q: 3 clusters Score -2012767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2012768.375000 Penalty: 3150.068848
	Iteration 125Q: 3 clusters Score -2012768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2012769.625000 Penalty: 3150.068848
	Iteration 126Q: 3 clusters Score -2012770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2012769.625000 Penalty: 3150.068848
	Iteration 127F: 3 clusters Score -2012770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (100611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100611 members 
Entering Unmasked Estep 
Score: -12707517.000000 Penalty: 1871.840332
	Iteration 0F: 2 clusters Score -1.270752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 50485 members 
Entering Unmasked Estep 
Score: -12644938.000000 Penalty: 3743.680664
	Iteration 0F: 3 clusters Score -1.264494e+07 nChanged 48188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 52507 members 
Entering Unmasked Estep 
Score: -12673440.000000 Penalty: 3743.680664
	Iteration 1F: 3 clusters Score -1.267344e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46873 members 
Mstep: Class 2 contains 53738 members 
Entering Unmasked Estep 
Score: -12674423.000000 Penalty: 3743.680664
	Iteration 2Q: 3 clusters Score -1.267442e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 55678 members 
Entering Unmasked Estep 
Score: -12675557.000000 Penalty: 3743.680664
	Iteration 3Q: 3 clusters Score -1.267556e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 58649 members 
Entering Unmasked Estep 
Score: -12677232.000000 Penalty: 3743.680664
	Iteration 4Q: 3 clusters Score -1.267723e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 62896 members 
Entering Unmasked Estep 
Score: -12679738.000000 Penalty: 3743.680664
	Iteration 5F: 3 clusters Score -1.267974e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 68837 members 
Entering Unmasked Estep 
Score: -12683938.000000 Penalty: 3743.680664
	Iteration 6F: 3 clusters Score -1.268394e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 75825 members 
Entering Unmasked Estep 
Score: -12689269.000000 Penalty: 3743.680664
	Iteration 7F: 3 clusters Score -1.268927e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 82921 members 
Entering Unmasked Estep 
Score: -12695544.000000 Penalty: 3743.680664
	Iteration 8F: 3 clusters Score -1.269554e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 88794 members 
Entering Unmasked Estep 
Score: -12700775.000000 Penalty: 3743.680664
	Iteration 9F: 3 clusters Score -1.270078e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 92721 members 
Entering Unmasked Estep 
Score: -12703865.000000 Penalty: 3743.680664
	Iteration 10Q: 3 clusters Score -1.270386e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 95111 members 
Entering Unmasked Estep 
Score: -12705427.000000 Penalty: 3743.680664
	Iteration 11Q: 3 clusters Score -1.270543e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 96614 members 
Entering Unmasked Estep 
Score: -12706156.000000 Penalty: 3743.680664
	Iteration 12Q: 3 clusters Score -1.270616e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 97537 members 
Entering Unmasked Estep 
Score: -12706528.000000 Penalty: 3743.680664
	Iteration 13Q: 3 clusters Score -1.270653e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 98101 members 
Entering Unmasked Estep 
Score: -12706795.000000 Penalty: 3743.680664
	Iteration 14Q: 3 clusters Score -1.27068e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 98424 members 
Entering Unmasked Estep 
Score: -12706896.000000 Penalty: 3743.680664
	Iteration 15Q: 3 clusters Score -1.27069e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 98648 members 
Entering Unmasked Estep 
Score: -12706954.000000 Penalty: 3743.680664
	Iteration 16Q: 3 clusters Score -1.270695e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 98801 members 
Entering Unmasked Estep 
Score: -12706940.000000 Penalty: 3743.680664
	Iteration 17Q: 3 clusters Score -1.270694e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 98910 members 
Entering Unmasked Estep 
Score: -12706938.000000 Penalty: 3743.680664
	Iteration 18Q: 3 clusters Score -1.270694e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 98979 members 
Entering Unmasked Estep 
Score: -12706961.000000 Penalty: 3743.680664
	Iteration 19Q: 3 clusters Score -1.270696e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 99033 members 
Entering Unmasked Estep 
Score: -12706949.000000 Penalty: 3743.680664
	Iteration 20F: 3 clusters Score -1.270695e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 99080 members 
Entering Unmasked Estep 
Score: -12706941.000000 Penalty: 3743.680664
	Iteration 21Q: 3 clusters Score -1.270694e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 99116 members 
Entering Unmasked Estep 
Score: -12706920.000000 Penalty: 3743.680664
	Iteration 22Q: 3 clusters Score -1.270692e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 99145 members 
Entering Unmasked Estep 
Score: -12706901.000000 Penalty: 3743.680664
	Iteration 23Q: 3 clusters Score -1.27069e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 99163 members 
Entering Unmasked Estep 
Score: -12706905.000000 Penalty: 3743.680664
	Iteration 24Q: 3 clusters Score -1.27069e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 99174 members 
Entering Unmasked Estep 
Score: -12706913.000000 Penalty: 3743.680664
	Iteration 25Q: 3 clusters Score -1.270691e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 99191 members 
Entering Unmasked Estep 
Score: -12706910.000000 Penalty: 3743.680664
	Iteration 26Q: 3 clusters Score -1.270691e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 99205 members 
Entering Unmasked Estep 
Score: -12706906.000000 Penalty: 3743.680664
	Iteration 27Q: 3 clusters Score -1.270691e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 99222 members 
Entering Unmasked Estep 
Score: -12706899.000000 Penalty: 3743.680664
	Iteration 28Q: 3 clusters Score -1.27069e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 99245 members 
Entering Unmasked Estep 
Score: -12706885.000000 Penalty: 3743.680664
	Iteration 29Q: 3 clusters Score -1.270688e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 99260 members 
Entering Unmasked Estep 
Score: -12706888.000000 Penalty: 3743.680664
	Iteration 30Q: 3 clusters Score -1.270689e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 99274 members 
Entering Unmasked Estep 
Score: -12706891.000000 Penalty: 3743.680664
	Iteration 31Q: 3 clusters Score -1.270689e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 99289 members 
Entering Unmasked Estep 
Score: -12706892.000000 Penalty: 3743.680664
	Iteration 32Q: 3 clusters Score -1.270689e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 99306 members 
Entering Unmasked Estep 
Score: -12706886.000000 Penalty: 3743.680664
	Iteration 33Q: 3 clusters Score -1.270689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 99310 members 
Entering Unmasked Estep 
Score: -12706888.000000 Penalty: 3743.680664
	Iteration 34Q: 3 clusters Score -1.270689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 99315 members 
Entering Unmasked Estep 
Score: -12706891.000000 Penalty: 3743.680664
	Iteration 35Q: 3 clusters Score -1.270689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 99320 members 
Entering Unmasked Estep 
Score: -12706883.000000 Penalty: 3743.680664
	Iteration 36Q: 3 clusters Score -1.270688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 99321 members 
Entering Unmasked Estep 
Score: -12706883.000000 Penalty: 3743.680664
	Iteration 37Q: 3 clusters Score -1.270688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 99321 members 
Entering Unmasked Estep 
Score: -12706892.000000 Penalty: 3743.680664
	Iteration 38Q: 3 clusters Score -1.270689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 99322 members 
Entering Unmasked Estep 
Score: -12706888.000000 Penalty: 3743.680664
	Iteration 39Q: 3 clusters Score -1.270689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 99322 members 
Entering Unmasked Estep 
Score: -12706884.000000 Penalty: 3743.680664
	Iteration 40F: 3 clusters Score -1.270688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 99320 members 
Entering Unmasked Estep 
Score: -12706883.000000 Penalty: 3743.680664
	Iteration 41Q: 3 clusters Score -1.270688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 99321 members 
Entering Unmasked Estep 
Score: -12706882.000000 Penalty: 3743.680664
	Iteration 42Q: 3 clusters Score -1.270688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 99321 members 
Entering Unmasked Estep 
Score: -12706882.000000 Penalty: 3743.680664
	Iteration 43F: 3 clusters Score -1.270688e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (68145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68145 members 
Entering Unmasked Estep 
Score: -8470714.000000 Penalty: 1808.526245
	Iteration 0F: 2 clusters Score -8470714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -8425259.000000 Penalty: 3617.052490
	Iteration 0F: 3 clusters Score -8425259 nChanged 32297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -8444370.000000 Penalty: 3617.052490
	Iteration 1F: 3 clusters Score -8444370 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -8445634.000000 Penalty: 3617.052490
	Iteration 2Q: 3 clusters Score -8445634 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -8447435.000000 Penalty: 3617.052490
	Iteration 3F: 3 clusters Score -8447435 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -8449826.000000 Penalty: 3617.052490
	Iteration 4F: 3 clusters Score -8449826 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -8452656.000000 Penalty: 3617.052490
	Iteration 5F: 3 clusters Score -8452656 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -8455915.000000 Penalty: 3617.052490
	Iteration 6F: 3 clusters Score -8455915 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -8458510.000000 Penalty: 3617.052490
	Iteration 7F: 3 clusters Score -8458510 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -8460224.000000 Penalty: 3617.052490
	Iteration 8Q: 3 clusters Score -8460224 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -8461247.000000 Penalty: 3617.052490
	Iteration 9Q: 3 clusters Score -8461247 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50244 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -8461822.000000 Penalty: 3617.052490
	Iteration 10Q: 3 clusters Score -8461822 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51335 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -8462223.000000 Penalty: 3617.052490
	Iteration 11Q: 3 clusters Score -8462223 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -8462562.000000 Penalty: 3617.052490
	Iteration 12Q: 3 clusters Score -8462562 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53525 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -8462969.000000 Penalty: 3617.052490
	Iteration 13Q: 3 clusters Score -8462969 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54667 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -8463389.000000 Penalty: 3617.052490
	Iteration 14Q: 3 clusters Score -8463389 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55816 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -8463813.000000 Penalty: 3617.052490
	Iteration 15Q: 3 clusters Score -8463813 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56935 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -8464251.000000 Penalty: 3617.052490
	Iteration 16Q: 3 clusters Score -8464251 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58056 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -8464685.000000 Penalty: 3617.052490
	Iteration 17Q: 3 clusters Score -8464685 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59133 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -8465143.000000 Penalty: 3617.052490
	Iteration 18Q: 3 clusters Score -8465143 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60190 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -8465620.000000 Penalty: 3617.052490
	Iteration 19Q: 3 clusters Score -8465620 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61223 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -8466128.000000 Penalty: 3617.052490
	Iteration 20F: 3 clusters Score -8466128 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62208 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -8466593.000000 Penalty: 3617.052490
	Iteration 21Q: 3 clusters Score -8466593 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63126 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -8467016.000000 Penalty: 3617.052490
	Iteration 22Q: 3 clusters Score -8467016 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63991 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -8467450.000000 Penalty: 3617.052490
	Iteration 23Q: 3 clusters Score -8467450 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64705 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -8467835.000000 Penalty: 3617.052490
	Iteration 24Q: 3 clusters Score -8467835 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65265 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -8468145.000000 Penalty: 3617.052490
	Iteration 25Q: 3 clusters Score -8468145 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65723 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -8468381.000000 Penalty: 3617.052490
	Iteration 26Q: 3 clusters Score -8468381 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66096 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -8468582.000000 Penalty: 3617.052490
	Iteration 27Q: 3 clusters Score -8468582 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66406 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -8468750.000000 Penalty: 3617.052490
	Iteration 28Q: 3 clusters Score -8468750 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66636 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -8468843.000000 Penalty: 3617.052490
	Iteration 29Q: 3 clusters Score -8468843 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66807 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -8468924.000000 Penalty: 3617.052490
	Iteration 30Q: 3 clusters Score -8468924 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66928 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -8468991.000000 Penalty: 3617.052490
	Iteration 31Q: 3 clusters Score -8468991 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -8469049.000000 Penalty: 3617.052490
	Iteration 32Q: 3 clusters Score -8469049 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67136 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -8469084.000000 Penalty: 3617.052490
	Iteration 33Q: 3 clusters Score -8469084 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67209 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8469104.000000 Penalty: 3617.052490
	Iteration 34Q: 3 clusters Score -8469104 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67268 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8469141.000000 Penalty: 3617.052490
	Iteration 35Q: 3 clusters Score -8469141 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67303 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8469165.000000 Penalty: 3617.052490
	Iteration 36Q: 3 clusters Score -8469165 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67334 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8469186.000000 Penalty: 3617.052490
	Iteration 37Q: 3 clusters Score -8469186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67365 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8469186.000000 Penalty: 3617.052490
	Iteration 38Q: 3 clusters Score -8469186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67394 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8469200.000000 Penalty: 3617.052490
	Iteration 39Q: 3 clusters Score -8469200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67412 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8469215.000000 Penalty: 3617.052490
	Iteration 40F: 3 clusters Score -8469215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67430 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8469226.000000 Penalty: 3617.052490
	Iteration 41Q: 3 clusters Score -8469226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67442 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8469230.000000 Penalty: 3617.052490
	Iteration 42Q: 3 clusters Score -8469230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67461 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8469251.000000 Penalty: 3617.052490
	Iteration 43Q: 3 clusters Score -8469251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67472 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -8469257.000000 Penalty: 3617.052490
	Iteration 44Q: 3 clusters Score -8469257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67485 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8469268.000000 Penalty: 3617.052490
	Iteration 45Q: 3 clusters Score -8469268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67492 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8469274.000000 Penalty: 3617.052490
	Iteration 46Q: 3 clusters Score -8469274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67498 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8469283.000000 Penalty: 3617.052490
	Iteration 47Q: 3 clusters Score -8469283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67506 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8469285.000000 Penalty: 3617.052490
	Iteration 48Q: 3 clusters Score -8469285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67509 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8469291.000000 Penalty: 3617.052490
	Iteration 49Q: 3 clusters Score -8469291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67513 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -8469290.000000 Penalty: 3617.052490
	Iteration 50Q: 3 clusters Score -8469290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67516 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8469292.000000 Penalty: 3617.052490
	Iteration 51Q: 3 clusters Score -8469292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67520 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8469285.000000 Penalty: 3617.052490
	Iteration 52Q: 3 clusters Score -8469285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67523 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -8469294.000000 Penalty: 3617.052490
	Iteration 53Q: 3 clusters Score -8469294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67522 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8469288.000000 Penalty: 3617.052490
	Iteration 54Q: 3 clusters Score -8469288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67523 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -8469287.000000 Penalty: 3617.052490
	Iteration 55Q: 3 clusters Score -8469287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67523 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -8469287.000000 Penalty: 3617.052490
	Iteration 56F: 3 clusters Score -8469287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (36006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Entering Unmasked Estep 
Score: -4502558.500000 Penalty: 1704.859131
	Iteration 0F: 2 clusters Score -4502558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -4478237.500000 Penalty: 3409.718262
	Iteration 0F: 3 clusters Score -4478238 nChanged 16805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -4487816.000000 Penalty: 3409.718262
	Iteration 1F: 3 clusters Score -4487816 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -4488289.500000 Penalty: 3409.718262
	Iteration 2Q: 3 clusters Score -4488290 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -4488851.000000 Penalty: 3409.718262
	Iteration 3Q: 3 clusters Score -4488851 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -4489563.500000 Penalty: 3409.718262
	Iteration 4Q: 3 clusters Score -4489564 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -4490606.500000 Penalty: 3409.718262
	Iteration 5F: 3 clusters Score -4490606 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -4492161.500000 Penalty: 3409.718262
	Iteration 6F: 3 clusters Score -4492162 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -4494188.000000 Penalty: 3409.718262
	Iteration 7F: 3 clusters Score -4494188 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -4496483.500000 Penalty: 3409.718262
	Iteration 8F: 3 clusters Score -4496484 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -4498494.500000 Penalty: 3409.718262
	Iteration 9F: 3 clusters Score -4498494 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4499749.500000 Penalty: 3409.718262
	Iteration 10Q: 3 clusters Score -4499750 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4500421.500000 Penalty: 3409.718262
	Iteration 11Q: 3 clusters Score -4500422 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4500763.000000 Penalty: 3409.718262
	Iteration 12Q: 3 clusters Score -4500763 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4500900.000000 Penalty: 3409.718262
	Iteration 13Q: 3 clusters Score -4500900 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4500963.000000 Penalty: 3409.718262
	Iteration 14Q: 3 clusters Score -4500963 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4501009.500000 Penalty: 3409.718262
	Iteration 15Q: 3 clusters Score -4501010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4501029.500000 Penalty: 3409.718262
	Iteration 16Q: 3 clusters Score -4501030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4501054.000000 Penalty: 3409.718262
	Iteration 17Q: 3 clusters Score -4501054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4501071.000000 Penalty: 3409.718262
	Iteration 18Q: 3 clusters Score -4501071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4501076.500000 Penalty: 3409.718262
	Iteration 19Q: 3 clusters Score -4501076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4501083.500000 Penalty: 3409.718262
	Iteration 20F: 3 clusters Score -4501084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4501091.000000 Penalty: 3409.718262
	Iteration 21Q: 3 clusters Score -4501091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -4501104.000000 Penalty: 3409.718262
	Iteration 22Q: 3 clusters Score -4501104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -4501105.500000 Penalty: 3409.718262
	Iteration 23Q: 3 clusters Score -4501106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4501110.500000 Penalty: 3409.718262
	Iteration 24Q: 3 clusters Score -4501110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -4501111.000000 Penalty: 3409.718262
	Iteration 25Q: 3 clusters Score -4501111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -4501109.500000 Penalty: 3409.718262
	Iteration 26Q: 3 clusters Score -4501110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -4501114.500000 Penalty: 3409.718262
	Iteration 27Q: 3 clusters Score -4501114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -4501119.500000 Penalty: 3409.718262
	Iteration 28Q: 3 clusters Score -4501120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -4501120.500000 Penalty: 3409.718262
	Iteration 29Q: 3 clusters Score -4501120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -4501120.500000 Penalty: 3409.718262
	Iteration 30Q: 3 clusters Score -4501120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -4501120.500000 Penalty: 3409.718262
	Iteration 31F: 3 clusters Score -4501120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -52544.308594 Penalty: 1007.252808
	Iteration 0F: 2 clusters Score -52544.31 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 246 members 
Entering Unmasked Estep 
Score: -51486.261719 Penalty: 2014.505615
	Iteration 0F: 3 clusters Score -51486.26 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51663.644531 Penalty: 2014.505615
	Iteration 1F: 3 clusters Score -51663.64 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51728.960938 Penalty: 2014.505615
	Iteration 2F: 3 clusters Score -51728.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51777.714844 Penalty: 2014.505615
	Iteration 3Q: 3 clusters Score -51777.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51809.789062 Penalty: 2014.505615
	Iteration 4Q: 3 clusters Score -51809.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -51832.164062 Penalty: 2014.505615
	Iteration 5Q: 3 clusters Score -51832.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51842.300781 Penalty: 2014.505615
	Iteration 6Q: 3 clusters Score -51842.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51853.500000 Penalty: 2014.505615
	Iteration 7Q: 3 clusters Score -51853.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -51859.902344 Penalty: 2014.505615
	Iteration 8Q: 3 clusters Score -51859.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -51865.960938 Penalty: 2014.505615
	Iteration 9Q: 3 clusters Score -51865.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -51870.960938 Penalty: 2014.505615
	Iteration 10Q: 3 clusters Score -51870.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -51872.285156 Penalty: 2014.505615
	Iteration 11Q: 3 clusters Score -51872.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -51872.285156 Penalty: 2014.505615
	Iteration 12F: 3 clusters Score -51872.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -116305.187500 Penalty: 1126.997681
	Iteration 0F: 2 clusters Score -116305.2 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 510 members 
Entering Unmasked Estep 
Score: -114883.429688 Penalty: 2253.995361
	Iteration 0F: 3 clusters Score -114883.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -115309.726562 Penalty: 2253.995361
	Iteration 1F: 3 clusters Score -115309.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -115626.890625 Penalty: 2253.995361
	Iteration 2F: 3 clusters Score -115626.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -115884.304688 Penalty: 2253.995361
	Iteration 3F: 3 clusters Score -115884.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -115973.265625 Penalty: 2253.995361
	Iteration 4F: 3 clusters Score -115973.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -116024.898438 Penalty: 2253.995361
	Iteration 5Q: 3 clusters Score -116024.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -116052.078125 Penalty: 2253.995361
	Iteration 6Q: 3 clusters Score -116052.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -116069.921875 Penalty: 2253.995361
	Iteration 7Q: 3 clusters Score -116069.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -116080.804688 Penalty: 2253.995361
	Iteration 8Q: 3 clusters Score -116080.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -116086.312500 Penalty: 2253.995361
	Iteration 9Q: 3 clusters Score -116086.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -116089.156250 Penalty: 2253.995361
	Iteration 10Q: 3 clusters Score -116089.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -116091.609375 Penalty: 2253.995361
	Iteration 11Q: 3 clusters Score -116091.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -116092.843750 Penalty: 2253.995361
	Iteration 12Q: 3 clusters Score -116092.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -116092.843750 Penalty: 2253.995361
	Iteration 13F: 3 clusters Score -116092.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Entering Unmasked Estep 
Score: -341431.343750 Penalty: 1291.555176
	Iteration 0F: 2 clusters Score -341431.3 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 1376 members 
Entering Unmasked Estep 
Score: -338799.218750 Penalty: 2583.110352
	Iteration 0F: 3 clusters Score -338799.2 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -339470.156250 Penalty: 2583.110352
	Iteration 1F: 3 clusters Score -339470.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -339656.375000 Penalty: 2583.110352
	Iteration 2F: 3 clusters Score -339656.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -339757.031250 Penalty: 2583.110352
	Iteration 3F: 3 clusters Score -339757 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -339822.500000 Penalty: 2583.110352
	Iteration 4Q: 3 clusters Score -339822.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -339881.500000 Penalty: 2583.110352
	Iteration 5Q: 3 clusters Score -339881.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -339926.312500 Penalty: 2583.110352
	Iteration 6Q: 3 clusters Score -339926.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -339976.843750 Penalty: 2583.110352
	Iteration 7Q: 3 clusters Score -339976.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -340021.718750 Penalty: 2583.110352
	Iteration 8Q: 3 clusters Score -340021.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -340056.875000 Penalty: 2583.110352
	Iteration 9Q: 3 clusters Score -340056.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -340089.125000 Penalty: 2583.110352
	Iteration 10Q: 3 clusters Score -340089.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -340133.781250 Penalty: 2583.110352
	Iteration 11Q: 3 clusters Score -340133.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -340173.906250 Penalty: 2583.110352
	Iteration 12Q: 3 clusters Score -340173.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -340209.781250 Penalty: 2583.110352
	Iteration 13Q: 3 clusters Score -340209.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -340235.000000 Penalty: 2583.110352
	Iteration 14Q: 3 clusters Score -340235 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -340252.718750 Penalty: 2583.110352
	Iteration 15Q: 3 clusters Score -340252.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -340266.718750 Penalty: 2583.110352
	Iteration 16Q: 3 clusters Score -340266.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -340279.218750 Penalty: 2583.110352
	Iteration 17Q: 3 clusters Score -340279.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -340290.656250 Penalty: 2583.110352
	Iteration 18Q: 3 clusters Score -340290.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -340299.500000 Penalty: 2583.110352
	Iteration 19Q: 3 clusters Score -340299.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -340304.937500 Penalty: 2583.110352
	Iteration 20F: 3 clusters Score -340304.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -340306.593750 Penalty: 2583.110352
	Iteration 21Q: 3 clusters Score -340306.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -340307.343750 Penalty: 2583.110352
	Iteration 22Q: 3 clusters Score -340307.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -340308.156250 Penalty: 2583.110352
	Iteration 23Q: 3 clusters Score -340308.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -340310.781250 Penalty: 2583.110352
	Iteration 24Q: 3 clusters Score -340310.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -340314.531250 Penalty: 2583.110352
	Iteration 25Q: 3 clusters Score -340314.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -340315.375000 Penalty: 2583.110352
	Iteration 26Q: 3 clusters Score -340315.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -340317.031250 Penalty: 2583.110352
	Iteration 27Q: 3 clusters Score -340317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -340318.031250 Penalty: 2583.110352
	Iteration 28Q: 3 clusters Score -340318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -340319.218750 Penalty: 2583.110352
	Iteration 29Q: 3 clusters Score -340319.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -340320.937500 Penalty: 2583.110352
	Iteration 30Q: 3 clusters Score -340320.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -340320.937500 Penalty: 2583.110352
	Iteration 31F: 3 clusters Score -340320.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Entering Unmasked Estep 
Score: -850931.875000 Penalty: 1435.816284
	Iteration 0F: 2 clusters Score -850931.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -845794.062500 Penalty: 2871.632568
	Iteration 0F: 3 clusters Score -845794.1 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -847486.250000 Penalty: 2871.632568
	Iteration 1F: 3 clusters Score -847486.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -847753.750000 Penalty: 2871.632568
	Iteration 2F: 3 clusters Score -847753.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -847992.125000 Penalty: 2871.632568
	Iteration 3F: 3 clusters Score -847992.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -848186.750000 Penalty: 2871.632568
	Iteration 4Q: 3 clusters Score -848186.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -848343.000000 Penalty: 2871.632568
	Iteration 5Q: 3 clusters Score -848343 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -848484.250000 Penalty: 2871.632568
	Iteration 6Q: 3 clusters Score -848484.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -848609.937500 Penalty: 2871.632568
	Iteration 7Q: 3 clusters Score -848609.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -848780.687500 Penalty: 2871.632568
	Iteration 8Q: 3 clusters Score -848780.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -849021.875000 Penalty: 2871.632568
	Iteration 9Q: 3 clusters Score -849021.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -849299.625000 Penalty: 2871.632568
	Iteration 10Q: 3 clusters Score -849299.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -849621.687500 Penalty: 2871.632568
	Iteration 11F: 3 clusters Score -849621.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -849975.187500 Penalty: 2871.632568
	Iteration 12F: 3 clusters Score -849975.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -850358.875000 Penalty: 2871.632568
	Iteration 13F: 3 clusters Score -850358.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -850742.562500 Penalty: 2871.632568
	Iteration 14Q: 3 clusters Score -850742.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -851019.375000 Penalty: 2871.632568
	Iteration 15Q: 3 clusters Score -851019.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -851114.625000 Penalty: 2871.632568
	Iteration 16Q: 3 clusters Score -851114.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -851153.625000 Penalty: 2871.632568
	Iteration 17Q: 3 clusters Score -851153.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -851167.437500 Penalty: 2871.632568
	Iteration 18Q: 3 clusters Score -851167.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -851174.750000 Penalty: 2871.632568
	Iteration 19Q: 3 clusters Score -851174.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -851181.937500 Penalty: 2871.632568
	Iteration 20F: 3 clusters Score -851181.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -851184.437500 Penalty: 2871.632568
	Iteration 21Q: 3 clusters Score -851184.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -851187.500000 Penalty: 2871.632568
	Iteration 22Q: 3 clusters Score -851187.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -851191.125000 Penalty: 2871.632568
	Iteration 23Q: 3 clusters Score -851191.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -851189.312500 Penalty: 2871.632568
	Iteration 24Q: 3 clusters Score -851189.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -851192.187500 Penalty: 2871.632568
	Iteration 25Q: 3 clusters Score -851192.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -851190.812500 Penalty: 2871.632568
	Iteration 26Q: 3 clusters Score -851190.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -851192.687500 Penalty: 2871.632568
	Iteration 27Q: 3 clusters Score -851192.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -851191.875000 Penalty: 2871.632568
	Iteration 28Q: 3 clusters Score -851191.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -851191.875000 Penalty: 2871.632568
	Iteration 29F: 3 clusters Score -851191.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104583 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 62679 members 
Mstep: Class 6 contains 26113 members 
Mstep: Class 7 contains 10457 members 
Mstep: Class 8 contains 64411 members 
Mstep: Class 9 contains 99280 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 7032 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 85383 members 
Mstep: Class 14 contains 35431 members 
Mstep: Class 15 contains 106326 members 
Mstep: Class 16 contains 3514 members 
Mstep: Class 17 contains 7203 members 
Mstep: Class 18 contains 9755 members 
Mstep: Class 19 contains 14255 members 
Mstep: Class 20 contains 6419 members 
Mstep: Class 21 contains 2930 members 
Mstep: Class 22 contains 16196 members 
Mstep: Class 23 contains 100611 members 
Mstep: Class 24 contains 68145 members 
Mstep: Class 25 contains 36006 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2830 members 
Mstep: Class 29 contains 2108 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9292 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 3106 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7266 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 217 members 
Mstep: Class 40 contains 5518 members 
Mstep: Class 41 contains 4768 members 
Entering Unmasked Estep 
Score: -111784872.000000 Penalty: 91479.007812
Splitting cluster 29 changes total score from -111785400.000000 to -111784872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Entering Unmasked Estep 
Score: -149926.312500 Penalty: 1178.112915
	Iteration 0F: 2 clusters Score -149926.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -148265.234375 Penalty: 2356.225830
	Iteration 0F: 3 clusters Score -148265.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -148774.203125 Penalty: 2356.225830
	Iteration 1F: 3 clusters Score -148774.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -149007.390625 Penalty: 2356.225830
	Iteration 2F: 3 clusters Score -149007.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -149107.890625 Penalty: 2356.225830
	Iteration 3F: 3 clusters Score -149107.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -149189.093750 Penalty: 2356.225830
	Iteration 4Q: 3 clusters Score -149189.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -149296.250000 Penalty: 2356.225830
	Iteration 5Q: 3 clusters Score -149296.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -149430.843750 Penalty: 2356.225830
	Iteration 6Q: 3 clusters Score -149430.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -149512.390625 Penalty: 2356.225830
	Iteration 7Q: 3 clusters Score -149512.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -149559.093750 Penalty: 2356.225830
	Iteration 8Q: 3 clusters Score -149559.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -149600.500000 Penalty: 2356.225830
	Iteration 9Q: 3 clusters Score -149600.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -149621.187500 Penalty: 2356.225830
	Iteration 10Q: 3 clusters Score -149621.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -149646.859375 Penalty: 2356.225830
	Iteration 11Q: 3 clusters Score -149646.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -149665.375000 Penalty: 2356.225830
	Iteration 12Q: 3 clusters Score -149665.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -149680.375000 Penalty: 2356.225830
	Iteration 13Q: 3 clusters Score -149680.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -149694.250000 Penalty: 2356.225830
	Iteration 14Q: 3 clusters Score -149694.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -149718.281250 Penalty: 2356.225830
	Iteration 15Q: 3 clusters Score -149718.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -149752.421875 Penalty: 2356.225830
	Iteration 16Q: 3 clusters Score -149752.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -149775.109375 Penalty: 2356.225830
	Iteration 17Q: 3 clusters Score -149775.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -149797.140625 Penalty: 2356.225830
	Iteration 18Q: 3 clusters Score -149797.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -149821.078125 Penalty: 2356.225830
	Iteration 19Q: 3 clusters Score -149821.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -149840.453125 Penalty: 2356.225830
	Iteration 20F: 3 clusters Score -149840.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -149864.984375 Penalty: 2356.225830
	Iteration 21Q: 3 clusters Score -149865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -149880.734375 Penalty: 2356.225830
	Iteration 22Q: 3 clusters Score -149880.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -149886.218750 Penalty: 2356.225830
	Iteration 23Q: 3 clusters Score -149886.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -149888.687500 Penalty: 2356.225830
	Iteration 24Q: 3 clusters Score -149888.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -149889.125000 Penalty: 2356.225830
	Iteration 25Q: 3 clusters Score -149889.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -149889.125000 Penalty: 2356.225830
	Iteration 26F: 3 clusters Score -149889.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Entering Unmasked Estep 
Score: -1159881.125000 Penalty: 1484.747803
	Iteration 0F: 2 clusters Score -1159881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1153212.875000 Penalty: 2969.495605
	Iteration 0F: 3 clusters Score -1153213 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1155282.125000 Penalty: 2969.495605
	Iteration 1F: 3 clusters Score -1155282 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1155573.125000 Penalty: 2969.495605
	Iteration 2F: 3 clusters Score -1155573 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1155841.500000 Penalty: 2969.495605
	Iteration 3F: 3 clusters Score -1155842 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1156099.625000 Penalty: 2969.495605
	Iteration 4F: 3 clusters Score -1156100 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1156375.375000 Penalty: 2969.495605
	Iteration 5F: 3 clusters Score -1156375 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1156712.125000 Penalty: 2969.495605
	Iteration 6F: 3 clusters Score -1156712 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1157117.375000 Penalty: 2969.495605
	Iteration 7F: 3 clusters Score -1157117 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1157524.625000 Penalty: 2969.495605
	Iteration 8F: 3 clusters Score -1157525 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1157900.625000 Penalty: 2969.495605
	Iteration 9F: 3 clusters Score -1157901 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1158214.875000 Penalty: 2969.495605
	Iteration 10Q: 3 clusters Score -1158215 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1158404.750000 Penalty: 2969.495605
	Iteration 11Q: 3 clusters Score -1158405 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1158536.875000 Penalty: 2969.495605
	Iteration 12Q: 3 clusters Score -1158537 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1158644.000000 Penalty: 2969.495605
	Iteration 13Q: 3 clusters Score -1158644 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1158716.375000 Penalty: 2969.495605
	Iteration 14Q: 3 clusters Score -1158716 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1158757.500000 Penalty: 2969.495605
	Iteration 15Q: 3 clusters Score -1158758 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1158788.125000 Penalty: 2969.495605
	Iteration 16Q: 3 clusters Score -1158788 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1158818.375000 Penalty: 2969.495605
	Iteration 17Q: 3 clusters Score -1158818 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1158845.000000 Penalty: 2969.495605
	Iteration 18Q: 3 clusters Score -1158845 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1158858.625000 Penalty: 2969.495605
	Iteration 19Q: 3 clusters Score -1158859 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1158866.000000 Penalty: 2969.495605
	Iteration 20F: 3 clusters Score -1158866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1158876.000000 Penalty: 2969.495605
	Iteration 21Q: 3 clusters Score -1158876 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1158890.000000 Penalty: 2969.495605
	Iteration 22Q: 3 clusters Score -1158890 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1158901.125000 Penalty: 2969.495605
	Iteration 23Q: 3 clusters Score -1158901 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1158917.000000 Penalty: 2969.495605
	Iteration 24Q: 3 clusters Score -1158917 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1158929.375000 Penalty: 2969.495605
	Iteration 25Q: 3 clusters Score -1158929 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1158936.250000 Penalty: 2969.495605
	Iteration 26Q: 3 clusters Score -1158936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1158944.250000 Penalty: 2969.495605
	Iteration 27Q: 3 clusters Score -1158944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1158949.500000 Penalty: 2969.495605
	Iteration 28Q: 3 clusters Score -1158950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1158952.500000 Penalty: 2969.495605
	Iteration 29Q: 3 clusters Score -1158952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1158955.000000 Penalty: 2969.495605
	Iteration 30Q: 3 clusters Score -1158955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1158962.625000 Penalty: 2969.495605
	Iteration 31Q: 3 clusters Score -1158963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1158958.875000 Penalty: 2969.495605
	Iteration 32Q: 3 clusters Score -1158959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1158962.250000 Penalty: 2969.495605
	Iteration 33Q: 3 clusters Score -1158962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1158964.125000 Penalty: 2969.495605
	Iteration 34Q: 3 clusters Score -1158964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1158964.500000 Penalty: 2969.495605
	Iteration 35Q: 3 clusters Score -1158964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1158965.750000 Penalty: 2969.495605
	Iteration 36Q: 3 clusters Score -1158966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1158966.625000 Penalty: 2969.495605
	Iteration 37Q: 3 clusters Score -1158967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1158966.250000 Penalty: 2969.495605
	Iteration 38Q: 3 clusters Score -1158966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1158967.500000 Penalty: 2969.495605
	Iteration 39Q: 3 clusters Score -1158968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1158968.000000 Penalty: 2969.495605
	Iteration 40F: 3 clusters Score -1158968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -12667.279297 Penalty: 957.840454
	Iteration 0F: 2 clusters Score -12667.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -11942.349609 Penalty: 1915.680908
	Iteration 0F: 3 clusters Score -11942.35 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -12311.962891 Penalty: 1915.680908
	Iteration 1F: 3 clusters Score -12311.96 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -12454.844727 Penalty: 1915.680908
	Iteration 2F: 3 clusters Score -12454.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -12520.220703 Penalty: 1915.680908
	Iteration 3Q: 3 clusters Score -12520.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -12581.674805 Penalty: 1915.680908
	Iteration 4Q: 3 clusters Score -12581.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -12693.145508 Penalty: 1915.680908
	Iteration 5Q: 3 clusters Score -12693.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -12797.548828 Penalty: 1915.680908
	Iteration 6Q: 3 clusters Score -12797.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -12813.470703 Penalty: 1915.680908
	Iteration 7Q: 3 clusters Score -12813.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -12815.312500 Penalty: 1915.680908
	Iteration 8Q: 3 clusters Score -12815.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -12816.258789 Penalty: 1915.680908
	Iteration 9Q: 3 clusters Score -12816.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -12817.261719 Penalty: 1915.680908
	Iteration 10F: 3 clusters Score -12817.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -12847.802734 Penalty: 1915.680908
	Iteration 11Q: 3 clusters Score -12847.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -12906.195312 Penalty: 1915.680908
	Iteration 12Q: 3 clusters Score -12906.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -12937.451172 Penalty: 1915.680908
	Iteration 13Q: 3 clusters Score -12937.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -12982.375977 Penalty: 1915.680908
	Iteration 14Q: 3 clusters Score -12982.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -12989.794922 Penalty: 1915.680908
	Iteration 15Q: 3 clusters Score -12989.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13001.686523 Penalty: 1915.680908
	Iteration 16Q: 3 clusters Score -13001.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13003.752930 Penalty: 1915.680908
	Iteration 17F: 3 clusters Score -13003.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13024.846680 Penalty: 1915.680908
	Iteration 18Q: 3 clusters Score -13024.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13038.089844 Penalty: 1915.680908
	Iteration 19Q: 3 clusters Score -13038.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13038.089844 Penalty: 1915.680908
	Iteration 20F: 3 clusters Score -13038.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104583 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 62679 members 
Mstep: Class 6 contains 26113 members 
Mstep: Class 7 contains 10457 members 
Mstep: Class 8 contains 64411 members 
Mstep: Class 9 contains 99280 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 7032 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 85383 members 
Mstep: Class 14 contains 35431 members 
Mstep: Class 15 contains 106326 members 
Mstep: Class 16 contains 3514 members 
Mstep: Class 17 contains 7203 members 
Mstep: Class 18 contains 9755 members 
Mstep: Class 19 contains 14255 members 
Mstep: Class 20 contains 6419 members 
Mstep: Class 21 contains 2930 members 
Mstep: Class 22 contains 16196 members 
Mstep: Class 23 contains 100611 members 
Mstep: Class 24 contains 68145 members 
Mstep: Class 25 contains 36006 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2830 members 
Mstep: Class 29 contains 6876 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9292 members 
Mstep: Class 32 contains 170 members 
Mstep: Class 33 contains 3106 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7266 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 217 members 
Mstep: Class 40 contains 5518 members 
Mstep: Class 41 contains 193 members 
Entering Unmasked Estep 
Score: -111784432.000000 Penalty: 91479.007812
Splitting cluster 32 changes total score from -111785400.000000 to -111784432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (3106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Entering Unmasked Estep 
Score: -376702.593750 Penalty: 1306.677246
	Iteration 0F: 2 clusters Score -376702.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -373958.312500 Penalty: 2613.354492
	Iteration 0F: 3 clusters Score -373958.3 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -374740.125000 Penalty: 2613.354492
	Iteration 1F: 3 clusters Score -374740.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -374980.875000 Penalty: 2613.354492
	Iteration 2F: 3 clusters Score -374980.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -375174.062500 Penalty: 2613.354492
	Iteration 3F: 3 clusters Score -375174.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -375310.187500 Penalty: 2613.354492
	Iteration 4F: 3 clusters Score -375310.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -375443.500000 Penalty: 2613.354492
	Iteration 5Q: 3 clusters Score -375443.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -375592.937500 Penalty: 2613.354492
	Iteration 6Q: 3 clusters Score -375592.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -375714.531250 Penalty: 2613.354492
	Iteration 7Q: 3 clusters Score -375714.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -375830.812500 Penalty: 2613.354492
	Iteration 8Q: 3 clusters Score -375830.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -375919.218750 Penalty: 2613.354492
	Iteration 9Q: 3 clusters Score -375919.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -376027.875000 Penalty: 2613.354492
	Iteration 10Q: 3 clusters Score -376027.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -376160.218750 Penalty: 2613.354492
	Iteration 11Q: 3 clusters Score -376160.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -376320.843750 Penalty: 2613.354492
	Iteration 12Q: 3 clusters Score -376320.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -376489.031250 Penalty: 2613.354492
	Iteration 13Q: 3 clusters Score -376489 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -376689.343750 Penalty: 2613.354492
	Iteration 14Q: 3 clusters Score -376689.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -376866.656250 Penalty: 2613.354492
	Iteration 15Q: 3 clusters Score -376866.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -377009.750000 Penalty: 2613.354492
	Iteration 16Q: 3 clusters Score -377009.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -377081.656250 Penalty: 2613.354492
	Iteration 17Q: 3 clusters Score -377081.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -377108.406250 Penalty: 2613.354492
	Iteration 18Q: 3 clusters Score -377108.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -377119.500000 Penalty: 2613.354492
	Iteration 19Q: 3 clusters Score -377119.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -377124.718750 Penalty: 2613.354492
	Iteration 20F: 3 clusters Score -377124.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -377125.156250 Penalty: 2613.354492
	Iteration 21Q: 3 clusters Score -377125.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -377125.656250 Penalty: 2613.354492
	Iteration 22Q: 3 clusters Score -377125.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -377126.718750 Penalty: 2613.354492
	Iteration 23Q: 3 clusters Score -377126.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -377127.031250 Penalty: 2613.354492
	Iteration 24Q: 3 clusters Score -377127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -377126.843750 Penalty: 2613.354492
	Iteration 25Q: 3 clusters Score -377126.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -377126.843750 Penalty: 2613.354492
	Iteration 26F: 3 clusters Score -377126.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104583 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 62679 members 
Mstep: Class 6 contains 26113 members 
Mstep: Class 7 contains 10457 members 
Mstep: Class 8 contains 64411 members 
Mstep: Class 9 contains 99280 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 7032 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 85383 members 
Mstep: Class 14 contains 35431 members 
Mstep: Class 15 contains 106326 members 
Mstep: Class 16 contains 3514 members 
Mstep: Class 17 contains 7203 members 
Mstep: Class 18 contains 9755 members 
Mstep: Class 19 contains 14255 members 
Mstep: Class 20 contains 6419 members 
Mstep: Class 21 contains 2930 members 
Mstep: Class 22 contains 16196 members 
Mstep: Class 23 contains 100611 members 
Mstep: Class 24 contains 68145 members 
Mstep: Class 25 contains 36006 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2830 members 
Mstep: Class 29 contains 6876 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9292 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 1689 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7266 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 217 members 
Mstep: Class 40 contains 5518 members 
Mstep: Class 41 contains 1417 members 
Entering Unmasked Estep 
Score: -111784792.000000 Penalty: 91479.007812
Splitting cluster 33 changes total score from -111785400.000000 to -111784792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -40201.996094 Penalty: 989.469849
	Iteration 0F: 2 clusters Score -40202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -39294.921875 Penalty: 1978.939697
	Iteration 0F: 3 clusters Score -39294.92 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -39521.511719 Penalty: 1978.939697
	Iteration 1F: 3 clusters Score -39521.51 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -39653.925781 Penalty: 1978.939697
	Iteration 2F: 3 clusters Score -39653.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -39703.015625 Penalty: 1978.939697
	Iteration 3Q: 3 clusters Score -39703.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -39751.296875 Penalty: 1978.939697
	Iteration 4Q: 3 clusters Score -39751.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -39771.859375 Penalty: 1978.939697
	Iteration 5Q: 3 clusters Score -39771.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -39781.632812 Penalty: 1978.939697
	Iteration 6Q: 3 clusters Score -39781.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -39783.679688 Penalty: 1978.939697
	Iteration 7Q: 3 clusters Score -39783.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -39783.679688 Penalty: 1978.939697
	Iteration 8F: 3 clusters Score -39783.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Entering Unmasked Estep 
Score: -852887.375000 Penalty: 1444.781250
	Iteration 0F: 2 clusters Score -852887.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -847500.500000 Penalty: 2889.562500
	Iteration 0F: 3 clusters Score -847500.5 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -849415.687500 Penalty: 2889.562500
	Iteration 1F: 3 clusters Score -849415.7 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -849960.250000 Penalty: 2889.562500
	Iteration 2F: 3 clusters Score -849960.2 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -850595.875000 Penalty: 2889.562500
	Iteration 3F: 3 clusters Score -850595.9 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -851181.375000 Penalty: 2889.562500
	Iteration 4F: 3 clusters Score -851181.4 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -851842.187500 Penalty: 2889.562500
	Iteration 5F: 3 clusters Score -851842.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -852332.875000 Penalty: 2889.562500
	Iteration 6F: 3 clusters Score -852332.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -852650.687500 Penalty: 2889.562500
	Iteration 7F: 3 clusters Score -852650.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -852865.437500 Penalty: 2889.562500
	Iteration 8Q: 3 clusters Score -852865.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -853017.375000 Penalty: 2889.562500
	Iteration 9Q: 3 clusters Score -853017.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -853095.812500 Penalty: 2889.562500
	Iteration 10Q: 3 clusters Score -853095.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -853138.375000 Penalty: 2889.562500
	Iteration 11Q: 3 clusters Score -853138.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -853164.312500 Penalty: 2889.562500
	Iteration 12Q: 3 clusters Score -853164.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -853179.000000 Penalty: 2889.562500
	Iteration 13Q: 3 clusters Score -853179 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -853189.250000 Penalty: 2889.562500
	Iteration 14Q: 3 clusters Score -853189.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -853196.125000 Penalty: 2889.562500
	Iteration 15Q: 3 clusters Score -853196.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -853199.375000 Penalty: 2889.562500
	Iteration 16Q: 3 clusters Score -853199.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -853199.750000 Penalty: 2889.562500
	Iteration 17Q: 3 clusters Score -853199.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -853202.125000 Penalty: 2889.562500
	Iteration 18Q: 3 clusters Score -853202.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -853207.437500 Penalty: 2889.562500
	Iteration 19Q: 3 clusters Score -853207.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -853211.375000 Penalty: 2889.562500
	Iteration 20F: 3 clusters Score -853211.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -853214.500000 Penalty: 2889.562500
	Iteration 21Q: 3 clusters Score -853214.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -853218.187500 Penalty: 2889.562500
	Iteration 22Q: 3 clusters Score -853218.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -853219.812500 Penalty: 2889.562500
	Iteration 23Q: 3 clusters Score -853219.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -853224.000000 Penalty: 2889.562500
	Iteration 24Q: 3 clusters Score -853224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -853229.875000 Penalty: 2889.562500
	Iteration 25Q: 3 clusters Score -853229.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -853236.250000 Penalty: 2889.562500
	Iteration 26Q: 3 clusters Score -853236.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -853241.125000 Penalty: 2889.562500
	Iteration 27Q: 3 clusters Score -853241.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -853256.750000 Penalty: 2889.562500
	Iteration 28Q: 3 clusters Score -853256.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -853268.812500 Penalty: 2889.562500
	Iteration 29Q: 3 clusters Score -853268.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -853276.250000 Penalty: 2889.562500
	Iteration 30Q: 3 clusters Score -853276.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -853283.625000 Penalty: 2889.562500
	Iteration 31Q: 3 clusters Score -853283.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -853290.500000 Penalty: 2889.562500
	Iteration 32Q: 3 clusters Score -853290.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -853295.062500 Penalty: 2889.562500
	Iteration 33Q: 3 clusters Score -853295.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -853299.625000 Penalty: 2889.562500
	Iteration 34Q: 3 clusters Score -853299.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -853304.937500 Penalty: 2889.562500
	Iteration 35Q: 3 clusters Score -853304.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -853308.500000 Penalty: 2889.562500
	Iteration 36Q: 3 clusters Score -853308.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -853312.062500 Penalty: 2889.562500
	Iteration 37Q: 3 clusters Score -853312.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -853317.500000 Penalty: 2889.562500
	Iteration 38Q: 3 clusters Score -853317.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -853327.500000 Penalty: 2889.562500
	Iteration 39Q: 3 clusters Score -853327.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -853329.375000 Penalty: 2889.562500
	Iteration 40F: 3 clusters Score -853329.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -853334.750000 Penalty: 2889.562500
	Iteration 41Q: 3 clusters Score -853334.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -853339.250000 Penalty: 2889.562500
	Iteration 42Q: 3 clusters Score -853339.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -853342.875000 Penalty: 2889.562500
	Iteration 43Q: 3 clusters Score -853342.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -853343.187500 Penalty: 2889.562500
	Iteration 44Q: 3 clusters Score -853343.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -853344.250000 Penalty: 2889.562500
	Iteration 45Q: 3 clusters Score -853344.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -853344.250000 Penalty: 2889.562500
	Iteration 46F: 3 clusters Score -853344.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104583 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 62679 members 
Mstep: Class 6 contains 26113 members 
Mstep: Class 7 contains 10457 members 
Mstep: Class 8 contains 64411 members 
Mstep: Class 9 contains 99280 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 7032 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 85383 members 
Mstep: Class 14 contains 35431 members 
Mstep: Class 15 contains 106326 members 
Mstep: Class 16 contains 3514 members 
Mstep: Class 17 contains 7203 members 
Mstep: Class 18 contains 9755 members 
Mstep: Class 19 contains 14255 members 
Mstep: Class 20 contains 6419 members 
Mstep: Class 21 contains 2930 members 
Mstep: Class 22 contains 16196 members 
Mstep: Class 23 contains 100611 members 
Mstep: Class 24 contains 68145 members 
Mstep: Class 25 contains 36006 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2830 members 
Mstep: Class 29 contains 6876 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9292 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 3106 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 5307 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 217 members 
Mstep: Class 40 contains 5518 members 
Mstep: Class 41 contains 1959 members 
Entering Unmasked Estep 
Score: -111785080.000000 Penalty: 91479.007812
Splitting cluster 35 changes total score from -111785400.000000 to -111785080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -50886.167969 Penalty: 992.028870
	Iteration 0F: 2 clusters Score -50886.17 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 209 members 
Entering Unmasked Estep 
Score: -49892.164062 Penalty: 1984.057739
	Iteration 0F: 3 clusters Score -49892.16 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50048.375000 Penalty: 1984.057739
	Iteration 1F: 3 clusters Score -50048.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50124.351562 Penalty: 1984.057739
	Iteration 2F: 3 clusters Score -50124.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -50181.031250 Penalty: 1984.057739
	Iteration 3Q: 3 clusters Score -50181.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -50244.117188 Penalty: 1984.057739
	Iteration 4Q: 3 clusters Score -50244.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -50271.769531 Penalty: 1984.057739
	Iteration 5Q: 3 clusters Score -50271.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50307.183594 Penalty: 1984.057739
	Iteration 6Q: 3 clusters Score -50307.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -50330.460938 Penalty: 1984.057739
	Iteration 7Q: 3 clusters Score -50330.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -50374.019531 Penalty: 1984.057739
	Iteration 8Q: 3 clusters Score -50374.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -50401.812500 Penalty: 1984.057739
	Iteration 9Q: 3 clusters Score -50401.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -50434.570312 Penalty: 1984.057739
	Iteration 10Q: 3 clusters Score -50434.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -50448.730469 Penalty: 1984.057739
	Iteration 11Q: 3 clusters Score -50448.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -50462.480469 Penalty: 1984.057739
	Iteration 12Q: 3 clusters Score -50462.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -50469.484375 Penalty: 1984.057739
	Iteration 13Q: 3 clusters Score -50469.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -50470.968750 Penalty: 1984.057739
	Iteration 14Q: 3 clusters Score -50470.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -50487.281250 Penalty: 1984.057739
	Iteration 15F: 3 clusters Score -50487.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -50572.636719 Penalty: 1984.057739
	Iteration 16Q: 3 clusters Score -50572.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -50612.546875 Penalty: 1984.057739
	Iteration 17Q: 3 clusters Score -50612.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -50629.425781 Penalty: 1984.057739
	Iteration 18Q: 3 clusters Score -50629.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -50647.167969 Penalty: 1984.057739
	Iteration 19Q: 3 clusters Score -50647.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -50653.390625 Penalty: 1984.057739
	Iteration 20F: 3 clusters Score -50653.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -50660.878906 Penalty: 1984.057739
	Iteration 21Q: 3 clusters Score -50660.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -50673.542969 Penalty: 1984.057739
	Iteration 22Q: 3 clusters Score -50673.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -50691.984375 Penalty: 1984.057739
	Iteration 23Q: 3 clusters Score -50691.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -50711.402344 Penalty: 1984.057739
	Iteration 24Q: 3 clusters Score -50711.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -50713.968750 Penalty: 1984.057739
	Iteration 25Q: 3 clusters Score -50713.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -50715.285156 Penalty: 1984.057739
	Iteration 26Q: 3 clusters Score -50715.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -50715.285156 Penalty: 1984.057739
	Iteration 27F: 3 clusters Score -50715.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -61368.691406 Penalty: 1025.951538
	Iteration 0F: 2 clusters Score -61368.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -60249.625000 Penalty: 2051.903076
	Iteration 0F: 3 clusters Score -60249.62 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -60482.476562 Penalty: 2051.903076
	Iteration 1F: 3 clusters Score -60482.48 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60624.535156 Penalty: 2051.903076
	Iteration 2F: 3 clusters Score -60624.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -60717.679688 Penalty: 2051.903076
	Iteration 3F: 3 clusters Score -60717.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -60800.519531 Penalty: 2051.903076
	Iteration 4F: 3 clusters Score -60800.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -60911.781250 Penalty: 2051.903076
	Iteration 5Q: 3 clusters Score -60911.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -60992.132812 Penalty: 2051.903076
	Iteration 6Q: 3 clusters Score -60992.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -61033.175781 Penalty: 2051.903076
	Iteration 7Q: 3 clusters Score -61033.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -61062.140625 Penalty: 2051.903076
	Iteration 8Q: 3 clusters Score -61062.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -61067.453125 Penalty: 2051.903076
	Iteration 9Q: 3 clusters Score -61067.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -61067.453125 Penalty: 2051.903076
	Iteration 10F: 3 clusters Score -61067.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -25275.552734 Penalty: 925.777710
	Iteration 0F: 2 clusters Score -25275.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24467.623047 Penalty: 1851.555420
	Iteration 0F: 3 clusters Score -24467.62 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -24737.980469 Penalty: 1851.555420
	Iteration 1F: 3 clusters Score -24737.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24854.935547 Penalty: 1851.555420
	Iteration 2F: 3 clusters Score -24854.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24905.757812 Penalty: 1851.555420
	Iteration 3F: 3 clusters Score -24905.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -24914.871094 Penalty: 1851.555420
	Iteration 4Q: 3 clusters Score -24914.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -24926.119141 Penalty: 1851.555420
	Iteration 5Q: 3 clusters Score -24926.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24944.136719 Penalty: 1851.555420
	Iteration 6Q: 3 clusters Score -24944.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24944.136719 Penalty: 1851.555420
	Iteration 7F: 3 clusters Score -24944.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -11948.327148 Penalty: 874.233276
	Iteration 0F: 2 clusters Score -11948.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11232.882812 Penalty: 1748.466553
	Iteration 0F: 3 clusters Score -11232.88 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11339.212891 Penalty: 1748.466553
	Iteration 1F: 3 clusters Score -11339.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11394.046875 Penalty: 1748.466553
	Iteration 2F: 3 clusters Score -11394.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11439.050781 Penalty: 1748.466553
	Iteration 3F: 3 clusters Score -11439.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11484.390625 Penalty: 1748.466553
	Iteration 4Q: 3 clusters Score -11484.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11505.609375 Penalty: 1748.466553
	Iteration 5Q: 3 clusters Score -11505.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11509.769531 Penalty: 1748.466553
	Iteration 6Q: 3 clusters Score -11509.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11511.022461 Penalty: 1748.466553
	Iteration 7Q: 3 clusters Score -11511.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11511.022461 Penalty: 1748.466553
	Iteration 8F: 3 clusters Score -11511.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Entering Unmasked Estep 
Score: -682035.312500 Penalty: 1400.062622
	Iteration 0F: 2 clusters Score -682035.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -677676.000000 Penalty: 2800.125244
	Iteration 0F: 3 clusters Score -677676 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -679038.125000 Penalty: 2800.125244
	Iteration 1F: 3 clusters Score -679038.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -679268.750000 Penalty: 2800.125244
	Iteration 2F: 3 clusters Score -679268.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -679430.312500 Penalty: 2800.125244
	Iteration 3F: 3 clusters Score -679430.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -679549.250000 Penalty: 2800.125244
	Iteration 4Q: 3 clusters Score -679549.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -679657.937500 Penalty: 2800.125244
	Iteration 5Q: 3 clusters Score -679657.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -679745.500000 Penalty: 2800.125244
	Iteration 6Q: 3 clusters Score -679745.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -679825.937500 Penalty: 2800.125244
	Iteration 7Q: 3 clusters Score -679825.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -679895.750000 Penalty: 2800.125244
	Iteration 8Q: 3 clusters Score -679895.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -679961.187500 Penalty: 2800.125244
	Iteration 9Q: 3 clusters Score -679961.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -680021.125000 Penalty: 2800.125244
	Iteration 10Q: 3 clusters Score -680021.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -680076.000000 Penalty: 2800.125244
	Iteration 11Q: 3 clusters Score -680076 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -680125.187500 Penalty: 2800.125244
	Iteration 12Q: 3 clusters Score -680125.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -680170.312500 Penalty: 2800.125244
	Iteration 13Q: 3 clusters Score -680170.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -680219.312500 Penalty: 2800.125244
	Iteration 14Q: 3 clusters Score -680219.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -680278.625000 Penalty: 2800.125244
	Iteration 15Q: 3 clusters Score -680278.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -680335.125000 Penalty: 2800.125244
	Iteration 16Q: 3 clusters Score -680335.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -680400.125000 Penalty: 2800.125244
	Iteration 17Q: 3 clusters Score -680400.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -680458.562500 Penalty: 2800.125244
	Iteration 18Q: 3 clusters Score -680458.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -680513.875000 Penalty: 2800.125244
	Iteration 19Q: 3 clusters Score -680513.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -680545.312500 Penalty: 2800.125244
	Iteration 20F: 3 clusters Score -680545.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -680576.500000 Penalty: 2800.125244
	Iteration 21Q: 3 clusters Score -680576.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -680601.375000 Penalty: 2800.125244
	Iteration 22Q: 3 clusters Score -680601.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -680624.000000 Penalty: 2800.125244
	Iteration 23Q: 3 clusters Score -680624 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -680646.937500 Penalty: 2800.125244
	Iteration 24Q: 3 clusters Score -680646.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -680663.562500 Penalty: 2800.125244
	Iteration 25Q: 3 clusters Score -680663.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -680684.375000 Penalty: 2800.125244
	Iteration 26Q: 3 clusters Score -680684.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -680715.875000 Penalty: 2800.125244
	Iteration 27Q: 3 clusters Score -680715.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -680738.187500 Penalty: 2800.125244
	Iteration 28Q: 3 clusters Score -680738.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -680766.375000 Penalty: 2800.125244
	Iteration 29Q: 3 clusters Score -680766.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -680802.000000 Penalty: 2800.125244
	Iteration 30Q: 3 clusters Score -680802 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -680820.812500 Penalty: 2800.125244
	Iteration 31Q: 3 clusters Score -680820.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -680832.187500 Penalty: 2800.125244
	Iteration 32Q: 3 clusters Score -680832.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -680850.687500 Penalty: 2800.125244
	Iteration 33Q: 3 clusters Score -680850.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -680865.812500 Penalty: 2800.125244
	Iteration 34Q: 3 clusters Score -680865.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -680876.250000 Penalty: 2800.125244
	Iteration 35Q: 3 clusters Score -680876.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -680886.187500 Penalty: 2800.125244
	Iteration 36Q: 3 clusters Score -680886.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -680895.312500 Penalty: 2800.125244
	Iteration 37Q: 3 clusters Score -680895.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -680900.250000 Penalty: 2800.125244
	Iteration 38Q: 3 clusters Score -680900.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -680908.125000 Penalty: 2800.125244
	Iteration 39Q: 3 clusters Score -680908.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -680912.187500 Penalty: 2800.125244
	Iteration 40F: 3 clusters Score -680912.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -680916.437500 Penalty: 2800.125244
	Iteration 41Q: 3 clusters Score -680916.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -680918.500000 Penalty: 2800.125244
	Iteration 42Q: 3 clusters Score -680918.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -680927.062500 Penalty: 2800.125244
	Iteration 43Q: 3 clusters Score -680927.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -680933.312500 Penalty: 2800.125244
	Iteration 44Q: 3 clusters Score -680933.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -680939.250000 Penalty: 2800.125244
	Iteration 45Q: 3 clusters Score -680939.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -680948.687500 Penalty: 2800.125244
	Iteration 46Q: 3 clusters Score -680948.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -680953.312500 Penalty: 2800.125244
	Iteration 47Q: 3 clusters Score -680953.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -680958.250000 Penalty: 2800.125244
	Iteration 48Q: 3 clusters Score -680958.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -680962.187500 Penalty: 2800.125244
	Iteration 49Q: 3 clusters Score -680962.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -680967.250000 Penalty: 2800.125244
	Iteration 50Q: 3 clusters Score -680967.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -680969.000000 Penalty: 2800.125244
	Iteration 51Q: 3 clusters Score -680969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -680969.937500 Penalty: 2800.125244
	Iteration 52Q: 3 clusters Score -680969.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -680969.937500 Penalty: 2800.125244
	Iteration 53F: 3 clusters Score -680969.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104583 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 62679 members 
Mstep: Class 6 contains 26113 members 
Mstep: Class 7 contains 10457 members 
Mstep: Class 8 contains 64411 members 
Mstep: Class 9 contains 99280 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 7032 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 85383 members 
Mstep: Class 14 contains 35431 members 
Mstep: Class 15 contains 106326 members 
Mstep: Class 16 contains 3514 members 
Mstep: Class 17 contains 7203 members 
Mstep: Class 18 contains 9755 members 
Mstep: Class 19 contains 14255 members 
Mstep: Class 20 contains 6419 members 
Mstep: Class 21 contains 2930 members 
Mstep: Class 22 contains 16196 members 
Mstep: Class 23 contains 100611 members 
Mstep: Class 24 contains 68145 members 
Mstep: Class 25 contains 36006 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2830 members 
Mstep: Class 29 contains 6876 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9292 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 3106 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7266 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 217 members 
Mstep: Class 40 contains 5518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785392.000000 Penalty: 89247.812500
Iteration 199Q: 41 clusters Score -1.117854e+08 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104567 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 62568 members 
Mstep: Class 6 contains 26108 members 
Mstep: Class 7 contains 10442 members 
Mstep: Class 8 contains 64959 members 
Mstep: Class 9 contains 99272 members 
Mstep: Class 10 contains 7656 members 
Mstep: Class 11 contains 7028 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 84994 members 
Mstep: Class 14 contains 35424 members 
Mstep: Class 15 contains 106324 members 
Mstep: Class 16 contains 3517 members 
Mstep: Class 17 contains 7201 members 
Mstep: Class 18 contains 9756 members 
Mstep: Class 19 contains 14249 members 
Mstep: Class 20 contains 6419 members 
Mstep: Class 21 contains 2933 members 
Mstep: Class 22 contains 16198 members 
Mstep: Class 23 contains 100591 members 
Mstep: Class 24 contains 68233 members 
Mstep: Class 25 contains 35933 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2832 members 
Mstep: Class 29 contains 6878 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9293 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 3106 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7260 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 217 members 
Mstep: Class 40 contains 5516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785288.000000 Penalty: 89247.812500
Iteration 200F: 41 clusters Score -1.117853e+08 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104567 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2130 members 
Mstep: Class 5 contains 62453 members 
Mstep: Class 6 contains 26098 members 
Mstep: Class 7 contains 10431 members 
Mstep: Class 8 contains 65548 members 
Mstep: Class 9 contains 99266 members 
Mstep: Class 10 contains 7668 members 
Mstep: Class 11 contains 7022 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 84561 members 
Mstep: Class 14 contains 35413 members 
Mstep: Class 15 contains 106346 members 
Mstep: Class 16 contains 3519 members 
Mstep: Class 17 contains 7199 members 
Mstep: Class 18 contains 9756 members 
Mstep: Class 19 contains 14249 members 
Mstep: Class 20 contains 6418 members 
Mstep: Class 21 contains 2935 members 
Mstep: Class 22 contains 16201 members 
Mstep: Class 23 contains 100565 members 
Mstep: Class 24 contains 68309 members 
Mstep: Class 25 contains 35846 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2831 members 
Mstep: Class 29 contains 6875 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9293 members 
Mstep: Class 32 contains 369 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7260 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 217 members 
Mstep: Class 40 contains 5520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785136.000000 Penalty: 89247.812500
Iteration 201Q: 41 clusters Score -1.117851e+08 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104598 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 62315 members 
Mstep: Class 6 contains 26093 members 
Mstep: Class 7 contains 10423 members 
Mstep: Class 8 contains 66098 members 
Mstep: Class 9 contains 99251 members 
Mstep: Class 10 contains 7674 members 
Mstep: Class 11 contains 7020 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 84116 members 
Mstep: Class 14 contains 35411 members 
Mstep: Class 15 contains 106402 members 
Mstep: Class 16 contains 3522 members 
Mstep: Class 17 contains 7199 members 
Mstep: Class 18 contains 9760 members 
Mstep: Class 19 contains 14251 members 
Mstep: Class 20 contains 6421 members 
Mstep: Class 21 contains 2937 members 
Mstep: Class 22 contains 16203 members 
Mstep: Class 23 contains 100530 members 
Mstep: Class 24 contains 68381 members 
Mstep: Class 25 contains 35758 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2832 members 
Mstep: Class 29 contains 6880 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9293 members 
Mstep: Class 32 contains 370 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7260 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 219 members 
Mstep: Class 40 contains 5523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785424.000000 Penalty: 89247.812500
Iteration 202Q: 41 clusters Score -1.117854e+08 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104589 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2130 members 
Mstep: Class 5 contains 62205 members 
Mstep: Class 6 contains 26090 members 
Mstep: Class 7 contains 10420 members 
Mstep: Class 8 contains 66661 members 
Mstep: Class 9 contains 99276 members 
Mstep: Class 10 contains 7693 members 
Mstep: Class 11 contains 7020 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 83682 members 
Mstep: Class 14 contains 35414 members 
Mstep: Class 15 contains 106415 members 
Mstep: Class 16 contains 3521 members 
Mstep: Class 17 contains 7201 members 
Mstep: Class 18 contains 9762 members 
Mstep: Class 19 contains 14244 members 
Mstep: Class 20 contains 6420 members 
Mstep: Class 21 contains 2938 members 
Mstep: Class 22 contains 16203 members 
Mstep: Class 23 contains 100498 members 
Mstep: Class 24 contains 68437 members 
Mstep: Class 25 contains 35666 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2830 members 
Mstep: Class 29 contains 6889 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9293 members 
Mstep: Class 32 contains 370 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7258 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 220 members 
Mstep: Class 40 contains 5524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785336.000000 Penalty: 89247.812500
Iteration 203Q: 41 clusters Score -1.117853e+08 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104596 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 62089 members 
Mstep: Class 6 contains 26090 members 
Mstep: Class 7 contains 10416 members 
Mstep: Class 8 contains 67212 members 
Mstep: Class 9 contains 99266 members 
Mstep: Class 10 contains 7715 members 
Mstep: Class 11 contains 7020 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 83254 members 
Mstep: Class 14 contains 35414 members 
Mstep: Class 15 contains 106421 members 
Mstep: Class 16 contains 3521 members 
Mstep: Class 17 contains 7201 members 
Mstep: Class 18 contains 9766 members 
Mstep: Class 19 contains 14238 members 
Mstep: Class 20 contains 6419 members 
Mstep: Class 21 contains 2938 members 
Mstep: Class 22 contains 16202 members 
Mstep: Class 23 contains 100510 members 
Mstep: Class 24 contains 68495 members 
Mstep: Class 25 contains 35582 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2830 members 
Mstep: Class 29 contains 6892 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9293 members 
Mstep: Class 32 contains 369 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7252 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 221 members 
Mstep: Class 40 contains 5518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785328.000000 Penalty: 89247.812500
Iteration 204Q: 41 clusters Score -1.117853e+08 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104608 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 61963 members 
Mstep: Class 6 contains 26082 members 
Mstep: Class 7 contains 10407 members 
Mstep: Class 8 contains 67815 members 
Mstep: Class 9 contains 99236 members 
Mstep: Class 10 contains 7725 members 
Mstep: Class 11 contains 7023 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 82814 members 
Mstep: Class 14 contains 35408 members 
Mstep: Class 15 contains 106441 members 
Mstep: Class 16 contains 3522 members 
Mstep: Class 17 contains 7200 members 
Mstep: Class 18 contains 9773 members 
Mstep: Class 19 contains 14229 members 
Mstep: Class 20 contains 6423 members 
Mstep: Class 21 contains 2941 members 
Mstep: Class 22 contains 16203 members 
Mstep: Class 23 contains 100529 members 
Mstep: Class 24 contains 68546 members 
Mstep: Class 25 contains 35496 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2831 members 
Mstep: Class 29 contains 6889 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9292 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7244 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 223 members 
Mstep: Class 40 contains 5512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785176.000000 Penalty: 89247.812500
Iteration 205Q: 41 clusters Score -1.117852e+08 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104638 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2124 members 
Mstep: Class 5 contains 61850 members 
Mstep: Class 6 contains 26078 members 
Mstep: Class 7 contains 10406 members 
Mstep: Class 8 contains 68425 members 
Mstep: Class 9 contains 99200 members 
Mstep: Class 10 contains 7737 members 
Mstep: Class 11 contains 7023 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 82390 members 
Mstep: Class 14 contains 35402 members 
Mstep: Class 15 contains 106408 members 
Mstep: Class 16 contains 3522 members 
Mstep: Class 17 contains 7201 members 
Mstep: Class 18 contains 9771 members 
Mstep: Class 19 contains 14227 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 2943 members 
Mstep: Class 22 contains 16204 members 
Mstep: Class 23 contains 100527 members 
Mstep: Class 24 contains 68604 members 
Mstep: Class 25 contains 35412 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2831 members 
Mstep: Class 29 contains 6895 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9293 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3106 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7235 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785128.000000 Penalty: 89247.812500
Iteration 206Q: 41 clusters Score -1.117851e+08 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104646 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 61710 members 
Mstep: Class 6 contains 26072 members 
Mstep: Class 7 contains 10401 members 
Mstep: Class 8 contains 69018 members 
Mstep: Class 9 contains 99185 members 
Mstep: Class 10 contains 7742 members 
Mstep: Class 11 contains 7023 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 82005 members 
Mstep: Class 14 contains 35395 members 
Mstep: Class 15 contains 106435 members 
Mstep: Class 16 contains 3524 members 
Mstep: Class 17 contains 7199 members 
Mstep: Class 18 contains 9767 members 
Mstep: Class 19 contains 14225 members 
Mstep: Class 20 contains 6426 members 
Mstep: Class 21 contains 2945 members 
Mstep: Class 22 contains 16207 members 
Mstep: Class 23 contains 100502 members 
Mstep: Class 24 contains 68636 members 
Mstep: Class 25 contains 35336 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2833 members 
Mstep: Class 29 contains 6895 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9294 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3105 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7228 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785056.000000 Penalty: 89247.812500
Iteration 207Q: 41 clusters Score -1.117851e+08 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104626 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 61570 members 
Mstep: Class 6 contains 26060 members 
Mstep: Class 7 contains 10402 members 
Mstep: Class 8 contains 69598 members 
Mstep: Class 9 contains 99194 members 
Mstep: Class 10 contains 7750 members 
Mstep: Class 11 contains 7021 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 81605 members 
Mstep: Class 14 contains 35393 members 
Mstep: Class 15 contains 106467 members 
Mstep: Class 16 contains 3525 members 
Mstep: Class 17 contains 7197 members 
Mstep: Class 18 contains 9763 members 
Mstep: Class 19 contains 14225 members 
Mstep: Class 20 contains 6428 members 
Mstep: Class 21 contains 2944 members 
Mstep: Class 22 contains 16212 members 
Mstep: Class 23 contains 100488 members 
Mstep: Class 24 contains 68677 members 
Mstep: Class 25 contains 35264 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2834 members 
Mstep: Class 29 contains 6895 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9293 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7220 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785192.000000 Penalty: 89247.812500
Iteration 208Q: 41 clusters Score -1.117852e+08 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104600 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 61454 members 
Mstep: Class 6 contains 26054 members 
Mstep: Class 7 contains 10400 members 
Mstep: Class 8 contains 70188 members 
Mstep: Class 9 contains 99198 members 
Mstep: Class 10 contains 7767 members 
Mstep: Class 11 contains 7023 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 81208 members 
Mstep: Class 14 contains 35394 members 
Mstep: Class 15 contains 106465 members 
Mstep: Class 16 contains 3528 members 
Mstep: Class 17 contains 7197 members 
Mstep: Class 18 contains 9760 members 
Mstep: Class 19 contains 14221 members 
Mstep: Class 20 contains 6428 members 
Mstep: Class 21 contains 2944 members 
Mstep: Class 22 contains 16217 members 
Mstep: Class 23 contains 100457 members 
Mstep: Class 24 contains 68723 members 
Mstep: Class 25 contains 35201 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2833 members 
Mstep: Class 29 contains 6894 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9293 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7206 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785168.000000 Penalty: 89247.812500
Iteration 209Q: 41 clusters Score -1.117852e+08 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104610 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 61340 members 
Mstep: Class 6 contains 26044 members 
Mstep: Class 7 contains 10399 members 
Mstep: Class 8 contains 70776 members 
Mstep: Class 9 contains 99167 members 
Mstep: Class 10 contains 7775 members 
Mstep: Class 11 contains 7022 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 80802 members 
Mstep: Class 14 contains 35402 members 
Mstep: Class 15 contains 106485 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7197 members 
Mstep: Class 18 contains 9765 members 
Mstep: Class 19 contains 14213 members 
Mstep: Class 20 contains 6431 members 
Mstep: Class 21 contains 2945 members 
Mstep: Class 22 contains 16220 members 
Mstep: Class 23 contains 100413 members 
Mstep: Class 24 contains 68752 members 
Mstep: Class 25 contains 35152 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2834 members 
Mstep: Class 29 contains 6895 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9293 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3106 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7193 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785272.000000 Penalty: 89247.812500
Iteration 210Q: 41 clusters Score -1.117853e+08 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104607 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 61218 members 
Mstep: Class 6 contains 26039 members 
Mstep: Class 7 contains 10397 members 
Mstep: Class 8 contains 71372 members 
Mstep: Class 9 contains 99117 members 
Mstep: Class 10 contains 7790 members 
Mstep: Class 11 contains 7023 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 80435 members 
Mstep: Class 14 contains 35408 members 
Mstep: Class 15 contains 106503 members 
Mstep: Class 16 contains 3532 members 
Mstep: Class 17 contains 7194 members 
Mstep: Class 18 contains 9764 members 
Mstep: Class 19 contains 14203 members 
Mstep: Class 20 contains 6430 members 
Mstep: Class 21 contains 2946 members 
Mstep: Class 22 contains 16222 members 
Mstep: Class 23 contains 100345 members 
Mstep: Class 24 contains 68799 members 
Mstep: Class 25 contains 35110 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2834 members 
Mstep: Class 29 contains 6897 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9293 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7177 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785248.000000 Penalty: 89247.812500
Iteration 211Q: 41 clusters Score -1.117852e+08 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104595 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 61089 members 
Mstep: Class 6 contains 26041 members 
Mstep: Class 7 contains 10398 members 
Mstep: Class 8 contains 71949 members 
Mstep: Class 9 contains 99086 members 
Mstep: Class 10 contains 7800 members 
Mstep: Class 11 contains 7024 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 80068 members 
Mstep: Class 14 contains 35407 members 
Mstep: Class 15 contains 106500 members 
Mstep: Class 16 contains 3533 members 
Mstep: Class 17 contains 7194 members 
Mstep: Class 18 contains 9766 members 
Mstep: Class 19 contains 14196 members 
Mstep: Class 20 contains 6432 members 
Mstep: Class 21 contains 2947 members 
Mstep: Class 22 contains 16223 members 
Mstep: Class 23 contains 100315 members 
Mstep: Class 24 contains 68826 members 
Mstep: Class 25 contains 35069 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2835 members 
Mstep: Class 29 contains 6903 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9295 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7165 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785104.000000 Penalty: 89247.812500
Iteration 212Q: 41 clusters Score -1.117851e+08 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104608 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 60974 members 
Mstep: Class 6 contains 26038 members 
Mstep: Class 7 contains 10400 members 
Mstep: Class 8 contains 72554 members 
Mstep: Class 9 contains 99043 members 
Mstep: Class 10 contains 7804 members 
Mstep: Class 11 contains 7023 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 79663 members 
Mstep: Class 14 contains 35407 members 
Mstep: Class 15 contains 106480 members 
Mstep: Class 16 contains 3534 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 9769 members 
Mstep: Class 19 contains 14191 members 
Mstep: Class 20 contains 6440 members 
Mstep: Class 21 contains 2946 members 
Mstep: Class 22 contains 16226 members 
Mstep: Class 23 contains 100250 members 
Mstep: Class 24 contains 68877 members 
Mstep: Class 25 contains 35045 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2834 members 
Mstep: Class 29 contains 6913 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9295 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7149 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785304.000000 Penalty: 89247.812500
Iteration 213Q: 41 clusters Score -1.117853e+08 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104617 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2119 members 
Mstep: Class 5 contains 60851 members 
Mstep: Class 6 contains 26048 members 
Mstep: Class 7 contains 10405 members 
Mstep: Class 8 contains 73167 members 
Mstep: Class 9 contains 99014 members 
Mstep: Class 10 contains 7814 members 
Mstep: Class 11 contains 7023 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 79226 members 
Mstep: Class 14 contains 35392 members 
Mstep: Class 15 contains 106466 members 
Mstep: Class 16 contains 3534 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 9772 members 
Mstep: Class 19 contains 14193 members 
Mstep: Class 20 contains 6449 members 
Mstep: Class 21 contains 2948 members 
Mstep: Class 22 contains 16226 members 
Mstep: Class 23 contains 100225 members 
Mstep: Class 24 contains 68903 members 
Mstep: Class 25 contains 35007 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2835 members 
Mstep: Class 29 contains 6923 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9295 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7130 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785152.000000 Penalty: 89247.812500
Iteration 214Q: 41 clusters Score -1.117852e+08 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104595 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 60744 members 
Mstep: Class 6 contains 26045 members 
Mstep: Class 7 contains 10407 members 
Mstep: Class 8 contains 73775 members 
Mstep: Class 9 contains 98986 members 
Mstep: Class 10 contains 7821 members 
Mstep: Class 11 contains 7024 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 78843 members 
Mstep: Class 14 contains 35386 members 
Mstep: Class 15 contains 106435 members 
Mstep: Class 16 contains 3533 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 9777 members 
Mstep: Class 19 contains 14188 members 
Mstep: Class 20 contains 6447 members 
Mstep: Class 21 contains 2948 members 
Mstep: Class 22 contains 16226 members 
Mstep: Class 23 contains 100204 members 
Mstep: Class 24 contains 68931 members 
Mstep: Class 25 contains 34971 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2834 members 
Mstep: Class 29 contains 6927 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9296 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7120 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785104.000000 Penalty: 89247.812500
Iteration 215Q: 41 clusters Score -1.117851e+08 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 104557 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 60642 members 
Mstep: Class 6 contains 26051 members 
Mstep: Class 7 contains 10407 members 
Mstep: Class 8 contains 74378 members 
Mstep: Class 9 contains 98983 members 
Mstep: Class 10 contains 7829 members 
Mstep: Class 11 contains 7025 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 78433 members 
Mstep: Class 14 contains 35379 members 
Mstep: Class 15 contains 106429 members 
Mstep: Class 16 contains 3532 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 9778 members 
Mstep: Class 19 contains 14185 members 
Mstep: Class 20 contains 6450 members 
Mstep: Class 21 contains 2948 members 
Mstep: Class 22 contains 16226 members 
Mstep: Class 23 contains 100177 members 
Mstep: Class 24 contains 68950 members 
Mstep: Class 25 contains 34935 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2835 members 
Mstep: Class 29 contains 6932 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9294 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7108 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785496.000000 Penalty: 89247.812500
Iteration 216Q: 41 clusters Score -1.117855e+08 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 104545 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 60531 members 
Mstep: Class 6 contains 26061 members 
Mstep: Class 7 contains 10400 members 
Mstep: Class 8 contains 75024 members 
Mstep: Class 9 contains 98974 members 
Mstep: Class 10 contains 7843 members 
Mstep: Class 11 contains 7027 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 78026 members 
Mstep: Class 14 contains 35372 members 
Mstep: Class 15 contains 106355 members 
Mstep: Class 16 contains 3533 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 9781 members 
Mstep: Class 19 contains 14192 members 
Mstep: Class 20 contains 6451 members 
Mstep: Class 21 contains 2947 members 
Mstep: Class 22 contains 16226 members 
Mstep: Class 23 contains 100166 members 
Mstep: Class 24 contains 68949 members 
Mstep: Class 25 contains 34897 members 
Mstep: Class 26 contains 489 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2833 members 
Mstep: Class 29 contains 6937 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7103 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785544.000000 Penalty: 89247.812500
Iteration 217Q: 41 clusters Score -1.117855e+08 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 104539 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2119 members 
Mstep: Class 5 contains 60425 members 
Mstep: Class 6 contains 26059 members 
Mstep: Class 7 contains 10392 members 
Mstep: Class 8 contains 75690 members 
Mstep: Class 9 contains 98949 members 
Mstep: Class 10 contains 7851 members 
Mstep: Class 11 contains 7026 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 77613 members 
Mstep: Class 14 contains 35372 members 
Mstep: Class 15 contains 106303 members 
Mstep: Class 16 contains 3533 members 
Mstep: Class 17 contains 7194 members 
Mstep: Class 18 contains 9781 members 
Mstep: Class 19 contains 14191 members 
Mstep: Class 20 contains 6449 members 
Mstep: Class 21 contains 2949 members 
Mstep: Class 22 contains 16224 members 
Mstep: Class 23 contains 100141 members 
Mstep: Class 24 contains 68951 members 
Mstep: Class 25 contains 34859 members 
Mstep: Class 26 contains 489 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2834 members 
Mstep: Class 29 contains 6944 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9290 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7101 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785664.000000 Penalty: 89247.812500
Iteration 218Q: 41 clusters Score -1.117857e+08 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 104542 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2119 members 
Mstep: Class 5 contains 60300 members 
Mstep: Class 6 contains 26048 members 
Mstep: Class 7 contains 10394 members 
Mstep: Class 8 contains 76376 members 
Mstep: Class 9 contains 98924 members 
Mstep: Class 10 contains 7857 members 
Mstep: Class 11 contains 7026 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 77198 members 
Mstep: Class 14 contains 35371 members 
Mstep: Class 15 contains 106254 members 
Mstep: Class 16 contains 3534 members 
Mstep: Class 17 contains 7194 members 
Mstep: Class 18 contains 9779 members 
Mstep: Class 19 contains 14191 members 
Mstep: Class 20 contains 6450 members 
Mstep: Class 21 contains 2947 members 
Mstep: Class 22 contains 16225 members 
Mstep: Class 23 contains 100117 members 
Mstep: Class 24 contains 68952 members 
Mstep: Class 25 contains 34814 members 
Mstep: Class 26 contains 489 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2835 members 
Mstep: Class 29 contains 6942 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9290 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7101 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785808.000000 Penalty: 89247.812500
Iteration 219Q: 41 clusters Score -1.117858e+08 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 104533 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2119 members 
Mstep: Class 5 contains 60201 members 
Mstep: Class 6 contains 26052 members 
Mstep: Class 7 contains 10387 members 
Mstep: Class 8 contains 77048 members 
Mstep: Class 9 contains 98892 members 
Mstep: Class 10 contains 7864 members 
Mstep: Class 11 contains 7026 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 76743 members 
Mstep: Class 14 contains 35370 members 
Mstep: Class 15 contains 106222 members 
Mstep: Class 16 contains 3534 members 
Mstep: Class 17 contains 7195 members 
Mstep: Class 18 contains 9776 members 
Mstep: Class 19 contains 14188 members 
Mstep: Class 20 contains 6450 members 
Mstep: Class 21 contains 2949 members 
Mstep: Class 22 contains 16223 members 
Mstep: Class 23 contains 100101 members 
Mstep: Class 24 contains 68969 members 
Mstep: Class 25 contains 34767 members 
Mstep: Class 26 contains 489 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2836 members 
Mstep: Class 29 contains 6949 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9290 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7096 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785872.000000 Penalty: 89247.812500
Iteration 220F: 41 clusters Score -1.117859e+08 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 104493 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 60100 members 
Mstep: Class 6 contains 26049 members 
Mstep: Class 7 contains 10380 members 
Mstep: Class 8 contains 77709 members 
Mstep: Class 9 contains 98885 members 
Mstep: Class 10 contains 7867 members 
Mstep: Class 11 contains 7025 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 76323 members 
Mstep: Class 14 contains 35374 members 
Mstep: Class 15 contains 106156 members 
Mstep: Class 16 contains 3534 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9774 members 
Mstep: Class 19 contains 14186 members 
Mstep: Class 20 contains 6449 members 
Mstep: Class 21 contains 2950 members 
Mstep: Class 22 contains 16221 members 
Mstep: Class 23 contains 100102 members 
Mstep: Class 24 contains 68988 members 
Mstep: Class 25 contains 34737 members 
Mstep: Class 26 contains 489 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2837 members 
Mstep: Class 29 contains 6947 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7088 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785864.000000 Penalty: 89247.812500
Iteration 221Q: 41 clusters Score -1.117859e+08 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 104437 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 59991 members 
Mstep: Class 6 contains 26034 members 
Mstep: Class 7 contains 10372 members 
Mstep: Class 8 contains 78397 members 
Mstep: Class 9 contains 98890 members 
Mstep: Class 10 contains 7867 members 
Mstep: Class 11 contains 7026 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 75898 members 
Mstep: Class 14 contains 35381 members 
Mstep: Class 15 contains 106088 members 
Mstep: Class 16 contains 3534 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 9770 members 
Mstep: Class 19 contains 14187 members 
Mstep: Class 20 contains 6446 members 
Mstep: Class 21 contains 2950 members 
Mstep: Class 22 contains 16222 members 
Mstep: Class 23 contains 100129 members 
Mstep: Class 24 contains 68986 members 
Mstep: Class 25 contains 34702 members 
Mstep: Class 26 contains 489 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2837 members 
Mstep: Class 29 contains 6949 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9292 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7081 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785944.000000 Penalty: 89247.812500
Iteration 222Q: 41 clusters Score -1.117859e+08 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 104395 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 59892 members 
Mstep: Class 6 contains 26019 members 
Mstep: Class 7 contains 10369 members 
Mstep: Class 8 contains 79090 members 
Mstep: Class 9 contains 98848 members 
Mstep: Class 10 contains 7868 members 
Mstep: Class 11 contains 7024 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 75480 members 
Mstep: Class 14 contains 35383 members 
Mstep: Class 15 contains 106017 members 
Mstep: Class 16 contains 3537 members 
Mstep: Class 17 contains 7190 members 
Mstep: Class 18 contains 9768 members 
Mstep: Class 19 contains 14181 members 
Mstep: Class 20 contains 6446 members 
Mstep: Class 21 contains 2949 members 
Mstep: Class 22 contains 16223 members 
Mstep: Class 23 contains 100149 members 
Mstep: Class 24 contains 69001 members 
Mstep: Class 25 contains 34670 members 
Mstep: Class 26 contains 489 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2837 members 
Mstep: Class 29 contains 6959 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9293 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7072 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111786144.000000 Penalty: 89247.812500
Iteration 223Q: 41 clusters Score -1.117861e+08 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 104352 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 59814 members 
Mstep: Class 6 contains 26006 members 
Mstep: Class 7 contains 10364 members 
Mstep: Class 8 contains 79742 members 
Mstep: Class 9 contains 98829 members 
Mstep: Class 10 contains 7869 members 
Mstep: Class 11 contains 7020 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 75078 members 
Mstep: Class 14 contains 35388 members 
Mstep: Class 15 contains 105964 members 
Mstep: Class 16 contains 3537 members 
Mstep: Class 17 contains 7186 members 
Mstep: Class 18 contains 9766 members 
Mstep: Class 19 contains 14171 members 
Mstep: Class 20 contains 6444 members 
Mstep: Class 21 contains 2949 members 
Mstep: Class 22 contains 16225 members 
Mstep: Class 23 contains 100163 members 
Mstep: Class 24 contains 69003 members 
Mstep: Class 25 contains 34637 members 
Mstep: Class 26 contains 489 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2837 members 
Mstep: Class 29 contains 6962 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9293 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7060 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111786088.000000 Penalty: 89247.812500
Iteration 224Q: 41 clusters Score -1.117861e+08 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 104304 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 59728 members 
Mstep: Class 6 contains 25990 members 
Mstep: Class 7 contains 10356 members 
Mstep: Class 8 contains 80431 members 
Mstep: Class 9 contains 98814 members 
Mstep: Class 10 contains 7868 members 
Mstep: Class 11 contains 7015 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 74640 members 
Mstep: Class 14 contains 35398 members 
Mstep: Class 15 contains 105922 members 
Mstep: Class 16 contains 3538 members 
Mstep: Class 17 contains 7187 members 
Mstep: Class 18 contains 9763 members 
Mstep: Class 19 contains 14165 members 
Mstep: Class 20 contains 6442 members 
Mstep: Class 21 contains 2952 members 
Mstep: Class 22 contains 16226 members 
Mstep: Class 23 contains 100162 members 
Mstep: Class 24 contains 68996 members 
Mstep: Class 25 contains 34611 members 
Mstep: Class 26 contains 489 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2840 members 
Mstep: Class 29 contains 6966 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9294 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7047 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111786368.000000 Penalty: 89247.812500
Iteration 225Q: 41 clusters Score -1.117864e+08 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 104235 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 59629 members 
Mstep: Class 6 contains 25974 members 
Mstep: Class 7 contains 10357 members 
Mstep: Class 8 contains 81146 members 
Mstep: Class 9 contains 98791 members 
Mstep: Class 10 contains 7871 members 
Mstep: Class 11 contains 7013 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 74232 members 
Mstep: Class 14 contains 35401 members 
Mstep: Class 15 contains 105874 members 
Mstep: Class 16 contains 3537 members 
Mstep: Class 17 contains 7187 members 
Mstep: Class 18 contains 9762 members 
Mstep: Class 19 contains 14161 members 
Mstep: Class 20 contains 6445 members 
Mstep: Class 21 contains 2953 members 
Mstep: Class 22 contains 16227 members 
Mstep: Class 23 contains 100144 members 
Mstep: Class 24 contains 68996 members 
Mstep: Class 25 contains 34573 members 
Mstep: Class 26 contains 489 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2841 members 
Mstep: Class 29 contains 6971 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9294 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7040 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111786432.000000 Penalty: 89247.812500
Iteration 226Q: 41 clusters Score -1.117864e+08 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 104155 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 59552 members 
Mstep: Class 6 contains 25962 members 
Mstep: Class 7 contains 10348 members 
Mstep: Class 8 contains 81811 members 
Mstep: Class 9 contains 98775 members 
Mstep: Class 10 contains 7877 members 
Mstep: Class 11 contains 7012 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 73857 members 
Mstep: Class 14 contains 35409 members 
Mstep: Class 15 contains 105841 members 
Mstep: Class 16 contains 3539 members 
Mstep: Class 17 contains 7185 members 
Mstep: Class 18 contains 9764 members 
Mstep: Class 19 contains 14159 members 
Mstep: Class 20 contains 6447 members 
Mstep: Class 21 contains 2955 members 
Mstep: Class 22 contains 16228 members 
Mstep: Class 23 contains 100121 members 
Mstep: Class 24 contains 68966 members 
Mstep: Class 25 contains 34549 members 
Mstep: Class 26 contains 489 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2846 members 
Mstep: Class 29 contains 6974 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9294 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7027 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111786544.000000 Penalty: 89247.812500
Iteration 227Q: 41 clusters Score -1.117865e+08 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 104080 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 59496 members 
Mstep: Class 6 contains 25955 members 
Mstep: Class 7 contains 10342 members 
Mstep: Class 8 contains 82489 members 
Mstep: Class 9 contains 98720 members 
Mstep: Class 10 contains 7884 members 
Mstep: Class 11 contains 7012 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 73489 members 
Mstep: Class 14 contains 35411 members 
Mstep: Class 15 contains 105834 members 
Mstep: Class 16 contains 3538 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 9761 members 
Mstep: Class 19 contains 14154 members 
Mstep: Class 20 contains 6446 members 
Mstep: Class 21 contains 2954 members 
Mstep: Class 22 contains 16232 members 
Mstep: Class 23 contains 100098 members 
Mstep: Class 24 contains 68937 members 
Mstep: Class 25 contains 34511 members 
Mstep: Class 26 contains 489 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2848 members 
Mstep: Class 29 contains 6974 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9294 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 7010 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111786872.000000 Penalty: 89247.812500
Iteration 228Q: 41 clusters Score -1.117869e+08 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 104041 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2127 members 
Mstep: Class 5 contains 59423 members 
Mstep: Class 6 contains 25948 members 
Mstep: Class 7 contains 10348 members 
Mstep: Class 8 contains 83117 members 
Mstep: Class 9 contains 98664 members 
Mstep: Class 10 contains 7886 members 
Mstep: Class 11 contains 7011 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 73102 members 
Mstep: Class 14 contains 35413 members 
Mstep: Class 15 contains 105822 members 
Mstep: Class 16 contains 3538 members 
Mstep: Class 17 contains 7183 members 
Mstep: Class 18 contains 9761 members 
Mstep: Class 19 contains 14153 members 
Mstep: Class 20 contains 6442 members 
Mstep: Class 21 contains 2952 members 
Mstep: Class 22 contains 16232 members 
Mstep: Class 23 contains 100093 members 
Mstep: Class 24 contains 68925 members 
Mstep: Class 25 contains 34477 members 
Mstep: Class 26 contains 489 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2850 members 
Mstep: Class 29 contains 6980 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9294 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6996 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111787184.000000 Penalty: 89247.812500
Iteration 229Q: 41 clusters Score -1.117872e+08 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 104001 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2127 members 
Mstep: Class 5 contains 59343 members 
Mstep: Class 6 contains 25948 members 
Mstep: Class 7 contains 10355 members 
Mstep: Class 8 contains 83737 members 
Mstep: Class 9 contains 98639 members 
Mstep: Class 10 contains 7888 members 
Mstep: Class 11 contains 7010 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 72724 members 
Mstep: Class 14 contains 35413 members 
Mstep: Class 15 contains 105790 members 
Mstep: Class 16 contains 3539 members 
Mstep: Class 17 contains 7184 members 
Mstep: Class 18 contains 9761 members 
Mstep: Class 19 contains 14154 members 
Mstep: Class 20 contains 6438 members 
Mstep: Class 21 contains 2954 members 
Mstep: Class 22 contains 16232 members 
Mstep: Class 23 contains 100068 members 
Mstep: Class 24 contains 68912 members 
Mstep: Class 25 contains 34454 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2850 members 
Mstep: Class 29 contains 6985 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9293 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6978 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111787280.000000 Penalty: 89247.812500
Iteration 230Q: 41 clusters Score -1.117873e+08 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 103990 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 59277 members 
Mstep: Class 6 contains 25946 members 
Mstep: Class 7 contains 10350 members 
Mstep: Class 8 contains 84366 members 
Mstep: Class 9 contains 98613 members 
Mstep: Class 10 contains 7891 members 
Mstep: Class 11 contains 7011 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 72365 members 
Mstep: Class 14 contains 35409 members 
Mstep: Class 15 contains 105717 members 
Mstep: Class 16 contains 3540 members 
Mstep: Class 17 contains 7185 members 
Mstep: Class 18 contains 9760 members 
Mstep: Class 19 contains 14156 members 
Mstep: Class 20 contains 6437 members 
Mstep: Class 21 contains 2955 members 
Mstep: Class 22 contains 16233 members 
Mstep: Class 23 contains 100035 members 
Mstep: Class 24 contains 68893 members 
Mstep: Class 25 contains 34423 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2851 members 
Mstep: Class 29 contains 6985 members 
Mstep: Class 30 contains 1410 members 
Mstep: Class 31 contains 9292 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6968 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111787272.000000 Penalty: 89247.812500
Iteration 231Q: 41 clusters Score -1.117873e+08 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 103900 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 59228 members 
Mstep: Class 6 contains 25942 members 
Mstep: Class 7 contains 10349 members 
Mstep: Class 8 contains 85000 members 
Mstep: Class 9 contains 98583 members 
Mstep: Class 10 contains 7895 members 
Mstep: Class 11 contains 7011 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 72040 members 
Mstep: Class 14 contains 35412 members 
Mstep: Class 15 contains 105672 members 
Mstep: Class 16 contains 3539 members 
Mstep: Class 17 contains 7185 members 
Mstep: Class 18 contains 9754 members 
Mstep: Class 19 contains 14158 members 
Mstep: Class 20 contains 6436 members 
Mstep: Class 21 contains 2956 members 
Mstep: Class 22 contains 16234 members 
Mstep: Class 23 contains 99982 members 
Mstep: Class 24 contains 68875 members 
Mstep: Class 25 contains 34409 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2851 members 
Mstep: Class 29 contains 6985 members 
Mstep: Class 30 contains 1410 members 
Mstep: Class 31 contains 9292 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6960 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111787472.000000 Penalty: 89247.812500
Iteration 232Q: 41 clusters Score -1.117875e+08 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 103833 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2130 members 
Mstep: Class 5 contains 59174 members 
Mstep: Class 6 contains 25938 members 
Mstep: Class 7 contains 10344 members 
Mstep: Class 8 contains 85629 members 
Mstep: Class 9 contains 98522 members 
Mstep: Class 10 contains 7909 members 
Mstep: Class 11 contains 7011 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 71725 members 
Mstep: Class 14 contains 35418 members 
Mstep: Class 15 contains 105622 members 
Mstep: Class 16 contains 3539 members 
Mstep: Class 17 contains 7183 members 
Mstep: Class 18 contains 9753 members 
Mstep: Class 19 contains 14156 members 
Mstep: Class 20 contains 6437 members 
Mstep: Class 21 contains 2957 members 
Mstep: Class 22 contains 16235 members 
Mstep: Class 23 contains 99946 members 
Mstep: Class 24 contains 68854 members 
Mstep: Class 25 contains 34385 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2852 members 
Mstep: Class 29 contains 6981 members 
Mstep: Class 30 contains 1410 members 
Mstep: Class 31 contains 9292 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6954 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111787272.000000 Penalty: 89247.812500
Iteration 233Q: 41 clusters Score -1.117873e+08 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 103790 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 59108 members 
Mstep: Class 6 contains 25931 members 
Mstep: Class 7 contains 10339 members 
Mstep: Class 8 contains 86258 members 
Mstep: Class 9 contains 98472 members 
Mstep: Class 10 contains 7913 members 
Mstep: Class 11 contains 7012 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 71429 members 
Mstep: Class 14 contains 35422 members 
Mstep: Class 15 contains 105561 members 
Mstep: Class 16 contains 3538 members 
Mstep: Class 17 contains 7184 members 
Mstep: Class 18 contains 9749 members 
Mstep: Class 19 contains 14151 members 
Mstep: Class 20 contains 6436 members 
Mstep: Class 21 contains 2961 members 
Mstep: Class 22 contains 16238 members 
Mstep: Class 23 contains 99920 members 
Mstep: Class 24 contains 68822 members 
Mstep: Class 25 contains 34353 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2853 members 
Mstep: Class 29 contains 6977 members 
Mstep: Class 30 contains 1410 members 
Mstep: Class 31 contains 9292 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6944 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111787344.000000 Penalty: 89247.812500
Iteration 234Q: 41 clusters Score -1.117873e+08 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 103790 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 59057 members 
Mstep: Class 6 contains 25917 members 
Mstep: Class 7 contains 10333 members 
Mstep: Class 8 contains 86841 members 
Mstep: Class 9 contains 98410 members 
Mstep: Class 10 contains 7918 members 
Mstep: Class 11 contains 7012 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 71148 members 
Mstep: Class 14 contains 35418 members 
Mstep: Class 15 contains 105478 members 
Mstep: Class 16 contains 3538 members 
Mstep: Class 17 contains 7185 members 
Mstep: Class 18 contains 9748 members 
Mstep: Class 19 contains 14144 members 
Mstep: Class 20 contains 6433 members 
Mstep: Class 21 contains 2962 members 
Mstep: Class 22 contains 16239 members 
Mstep: Class 23 contains 99910 members 
Mstep: Class 24 contains 68790 members 
Mstep: Class 25 contains 34331 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2853 members 
Mstep: Class 29 contains 6974 members 
Mstep: Class 30 contains 1410 members 
Mstep: Class 31 contains 9292 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6934 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111787632.000000 Penalty: 89247.812500
Iteration 235Q: 41 clusters Score -1.117876e+08 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 103762 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2130 members 
Mstep: Class 5 contains 59031 members 
Mstep: Class 6 contains 25911 members 
Mstep: Class 7 contains 10331 members 
Mstep: Class 8 contains 87397 members 
Mstep: Class 9 contains 98341 members 
Mstep: Class 10 contains 7928 members 
Mstep: Class 11 contains 7014 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 70879 members 
Mstep: Class 14 contains 35420 members 
Mstep: Class 15 contains 105413 members 
Mstep: Class 16 contains 3540 members 
Mstep: Class 17 contains 7184 members 
Mstep: Class 18 contains 9747 members 
Mstep: Class 19 contains 14134 members 
Mstep: Class 20 contains 6431 members 
Mstep: Class 21 contains 2961 members 
Mstep: Class 22 contains 16242 members 
Mstep: Class 23 contains 99884 members 
Mstep: Class 24 contains 68750 members 
Mstep: Class 25 contains 34316 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2852 members 
Mstep: Class 29 contains 6966 members 
Mstep: Class 30 contains 1410 members 
Mstep: Class 31 contains 9293 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6928 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111787952.000000 Penalty: 89247.812500
Iteration 236Q: 41 clusters Score -1.11788e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 103726 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2130 members 
Mstep: Class 5 contains 59012 members 
Mstep: Class 6 contains 25909 members 
Mstep: Class 7 contains 10329 members 
Mstep: Class 8 contains 87973 members 
Mstep: Class 9 contains 98259 members 
Mstep: Class 10 contains 7936 members 
Mstep: Class 11 contains 7011 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 70599 members 
Mstep: Class 14 contains 35417 members 
Mstep: Class 15 contains 105354 members 
Mstep: Class 16 contains 3544 members 
Mstep: Class 17 contains 7184 members 
Mstep: Class 18 contains 9745 members 
Mstep: Class 19 contains 14130 members 
Mstep: Class 20 contains 6429 members 
Mstep: Class 21 contains 2961 members 
Mstep: Class 22 contains 16244 members 
Mstep: Class 23 contains 99848 members 
Mstep: Class 24 contains 68722 members 
Mstep: Class 25 contains 34295 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2853 members 
Mstep: Class 29 contains 6965 members 
Mstep: Class 30 contains 1410 members 
Mstep: Class 31 contains 9295 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6915 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788160.000000 Penalty: 89247.812500
Iteration 237Q: 41 clusters Score -1.117882e+08 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 103657 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2130 members 
Mstep: Class 5 contains 59008 members 
Mstep: Class 6 contains 25905 members 
Mstep: Class 7 contains 10330 members 
Mstep: Class 8 contains 88577 members 
Mstep: Class 9 contains 98163 members 
Mstep: Class 10 contains 7941 members 
Mstep: Class 11 contains 7011 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 70337 members 
Mstep: Class 14 contains 35414 members 
Mstep: Class 15 contains 105290 members 
Mstep: Class 16 contains 3546 members 
Mstep: Class 17 contains 7183 members 
Mstep: Class 18 contains 9746 members 
Mstep: Class 19 contains 14131 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 2961 members 
Mstep: Class 22 contains 16243 members 
Mstep: Class 23 contains 99809 members 
Mstep: Class 24 contains 68690 members 
Mstep: Class 25 contains 34277 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2854 members 
Mstep: Class 29 contains 6959 members 
Mstep: Class 30 contains 1410 members 
Mstep: Class 31 contains 9296 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6900 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788208.000000 Penalty: 89247.812500
Iteration 238Q: 41 clusters Score -1.117882e+08 nChanged 1152
Entering ConstructFrom: 
Score: -111788208.000000 Penalty: 89247.812500
Entering ConstructFrom: 
Trying to split cluster 1 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -37491.125000 Penalty: 968.663330
	Iteration 0F: 2 clusters Score -37491.12 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 184 members 
Entering Unmasked Estep 
Score: -36552.089844 Penalty: 1937.326660
	Iteration 0F: 3 clusters Score -36552.09 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36729.433594 Penalty: 1937.326660
	Iteration 1F: 3 clusters Score -36729.43 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36890.062500 Penalty: 1937.326660
	Iteration 2F: 3 clusters Score -36890.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -37002.628906 Penalty: 1937.326660
	Iteration 3F: 3 clusters Score -37002.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37094.109375 Penalty: 1937.326660
	Iteration 4Q: 3 clusters Score -37094.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -37142.414062 Penalty: 1937.326660
	Iteration 5Q: 3 clusters Score -37142.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37170.449219 Penalty: 1937.326660
	Iteration 6Q: 3 clusters Score -37170.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -37180.859375 Penalty: 1937.326660
	Iteration 7Q: 3 clusters Score -37180.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -37187.812500 Penalty: 1937.326660
	Iteration 8Q: 3 clusters Score -37187.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37189.128906 Penalty: 1937.326660
	Iteration 9Q: 3 clusters Score -37189.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37189.128906 Penalty: 1937.326660
	Iteration 10F: 3 clusters Score -37189.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (103630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103630 members 
Entering Unmasked Estep 
Score: -12975164.000000 Penalty: 1876.644531
	Iteration 0F: 2 clusters Score -1.297516e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51928 members 
Mstep: Class 2 contains 51702 members 
Entering Unmasked Estep 
Score: -12908694.000000 Penalty: 3753.289062
	Iteration 0F: 3 clusters Score -1.290869e+07 nChanged 49507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51925 members 
Mstep: Class 2 contains 51705 members 
Entering Unmasked Estep 
Score: -12938760.000000 Penalty: 3753.289062
	Iteration 1F: 3 clusters Score -1.293876e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51774 members 
Mstep: Class 2 contains 51856 members 
Entering Unmasked Estep 
Score: -12940826.000000 Penalty: 3753.289062
	Iteration 2Q: 3 clusters Score -1.294083e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51326 members 
Mstep: Class 2 contains 52304 members 
Entering Unmasked Estep 
Score: -12944012.000000 Penalty: 3753.289062
	Iteration 3F: 3 clusters Score -1.294401e+07 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50606 members 
Mstep: Class 2 contains 53024 members 
Entering Unmasked Estep 
Score: -12948691.000000 Penalty: 3753.289062
	Iteration 4F: 3 clusters Score -1.294869e+07 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49738 members 
Mstep: Class 2 contains 53892 members 
Entering Unmasked Estep 
Score: -12954733.000000 Penalty: 3753.289062
	Iteration 5F: 3 clusters Score -1.295473e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48979 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -12960221.000000 Penalty: 3753.289062
	Iteration 6F: 3 clusters Score -1.296022e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48720 members 
Mstep: Class 2 contains 54910 members 
Entering Unmasked Estep 
Score: -12962985.000000 Penalty: 3753.289062
	Iteration 7F: 3 clusters Score -1.296298e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 54877 members 
Entering Unmasked Estep 
Score: -12963791.000000 Penalty: 3753.289062
	Iteration 8Q: 3 clusters Score -1.296379e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48816 members 
Mstep: Class 2 contains 54814 members 
Entering Unmasked Estep 
Score: -12964114.000000 Penalty: 3753.289062
	Iteration 9Q: 3 clusters Score -1.296411e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48936 members 
Mstep: Class 2 contains 54694 members 
Entering Unmasked Estep 
Score: -12964251.000000 Penalty: 3753.289062
	Iteration 10Q: 3 clusters Score -1.296425e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49123 members 
Mstep: Class 2 contains 54507 members 
Entering Unmasked Estep 
Score: -12964442.000000 Penalty: 3753.289062
	Iteration 11Q: 3 clusters Score -1.296444e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 54293 members 
Entering Unmasked Estep 
Score: -12964553.000000 Penalty: 3753.289062
	Iteration 12Q: 3 clusters Score -1.296455e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49561 members 
Mstep: Class 2 contains 54069 members 
Entering Unmasked Estep 
Score: -12964829.000000 Penalty: 3753.289062
	Iteration 13Q: 3 clusters Score -1.296483e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 53783 members 
Entering Unmasked Estep 
Score: -12965022.000000 Penalty: 3753.289062
	Iteration 14Q: 3 clusters Score -1.296502e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50137 members 
Mstep: Class 2 contains 53493 members 
Entering Unmasked Estep 
Score: -12965091.000000 Penalty: 3753.289062
	Iteration 15Q: 3 clusters Score -1.296509e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50421 members 
Mstep: Class 2 contains 53209 members 
Entering Unmasked Estep 
Score: -12965361.000000 Penalty: 3753.289062
	Iteration 16Q: 3 clusters Score -1.296536e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50708 members 
Mstep: Class 2 contains 52922 members 
Entering Unmasked Estep 
Score: -12965533.000000 Penalty: 3753.289062
	Iteration 17Q: 3 clusters Score -1.296553e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51004 members 
Mstep: Class 2 contains 52626 members 
Entering Unmasked Estep 
Score: -12965776.000000 Penalty: 3753.289062
	Iteration 18Q: 3 clusters Score -1.296578e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 52310 members 
Entering Unmasked Estep 
Score: -12965987.000000 Penalty: 3753.289062
	Iteration 19Q: 3 clusters Score -1.296599e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51574 members 
Mstep: Class 2 contains 52056 members 
Entering Unmasked Estep 
Score: -12966148.000000 Penalty: 3753.289062
	Iteration 20F: 3 clusters Score -1.296615e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51818 members 
Mstep: Class 2 contains 51812 members 
Entering Unmasked Estep 
Score: -12966239.000000 Penalty: 3753.289062
	Iteration 21Q: 3 clusters Score -1.296624e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 51552 members 
Entering Unmasked Estep 
Score: -12966407.000000 Penalty: 3753.289062
	Iteration 22Q: 3 clusters Score -1.296641e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 51325 members 
Entering Unmasked Estep 
Score: -12966405.000000 Penalty: 3753.289062
	Iteration 23Q: 3 clusters Score -1.29664e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52533 members 
Mstep: Class 2 contains 51097 members 
Entering Unmasked Estep 
Score: -12966518.000000 Penalty: 3753.289062
	Iteration 24Q: 3 clusters Score -1.296652e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52724 members 
Mstep: Class 2 contains 50906 members 
Entering Unmasked Estep 
Score: -12966611.000000 Penalty: 3753.289062
	Iteration 25Q: 3 clusters Score -1.296661e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52895 members 
Mstep: Class 2 contains 50735 members 
Entering Unmasked Estep 
Score: -12966593.000000 Penalty: 3753.289062
	Iteration 26Q: 3 clusters Score -1.296659e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53058 members 
Mstep: Class 2 contains 50572 members 
Entering Unmasked Estep 
Score: -12966654.000000 Penalty: 3753.289062
	Iteration 27Q: 3 clusters Score -1.296665e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53225 members 
Mstep: Class 2 contains 50405 members 
Entering Unmasked Estep 
Score: -12966688.000000 Penalty: 3753.289062
	Iteration 28Q: 3 clusters Score -1.296669e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53370 members 
Mstep: Class 2 contains 50260 members 
Entering Unmasked Estep 
Score: -12966747.000000 Penalty: 3753.289062
	Iteration 29Q: 3 clusters Score -1.296675e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53495 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
Score: -12966754.000000 Penalty: 3753.289062
	Iteration 30Q: 3 clusters Score -1.296675e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -12966765.000000 Penalty: 3753.289062
	Iteration 31Q: 3 clusters Score -1.296676e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53675 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -12966756.000000 Penalty: 3753.289062
	Iteration 32Q: 3 clusters Score -1.296676e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53729 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -12966734.000000 Penalty: 3753.289062
	Iteration 33Q: 3 clusters Score -1.296673e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53779 members 
Mstep: Class 2 contains 49851 members 
Entering Unmasked Estep 
Score: -12966734.000000 Penalty: 3753.289062
	Iteration 34Q: 3 clusters Score -1.296673e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53830 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
Score: -12966718.000000 Penalty: 3753.289062
	Iteration 35Q: 3 clusters Score -1.296672e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53894 members 
Mstep: Class 2 contains 49736 members 
Entering Unmasked Estep 
Score: -12966719.000000 Penalty: 3753.289062
	Iteration 36Q: 3 clusters Score -1.296672e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53953 members 
Mstep: Class 2 contains 49677 members 
Entering Unmasked Estep 
Score: -12966711.000000 Penalty: 3753.289062
	Iteration 37Q: 3 clusters Score -1.296671e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54028 members 
Mstep: Class 2 contains 49602 members 
Entering Unmasked Estep 
Score: -12966697.000000 Penalty: 3753.289062
	Iteration 38Q: 3 clusters Score -1.29667e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54067 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
Score: -12966735.000000 Penalty: 3753.289062
	Iteration 39Q: 3 clusters Score -1.296674e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
Score: -12966708.000000 Penalty: 3753.289062
	Iteration 40F: 3 clusters Score -1.296671e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54123 members 
Mstep: Class 2 contains 49507 members 
Entering Unmasked Estep 
Score: -12966738.000000 Penalty: 3753.289062
	Iteration 41Q: 3 clusters Score -1.296674e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54141 members 
Mstep: Class 2 contains 49489 members 
Entering Unmasked Estep 
Score: -12966727.000000 Penalty: 3753.289062
	Iteration 42Q: 3 clusters Score -1.296673e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54150 members 
Mstep: Class 2 contains 49480 members 
Entering Unmasked Estep 
Score: -12966720.000000 Penalty: 3753.289062
	Iteration 43Q: 3 clusters Score -1.296672e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54175 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -12966724.000000 Penalty: 3753.289062
	Iteration 44Q: 3 clusters Score -1.296672e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54179 members 
Mstep: Class 2 contains 49451 members 
Entering Unmasked Estep 
Score: -12966729.000000 Penalty: 3753.289062
	Iteration 45Q: 3 clusters Score -1.296673e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 49433 members 
Entering Unmasked Estep 
Score: -12966718.000000 Penalty: 3753.289062
	Iteration 46Q: 3 clusters Score -1.296672e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 49413 members 
Entering Unmasked Estep 
Score: -12966724.000000 Penalty: 3753.289062
	Iteration 47Q: 3 clusters Score -1.296672e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Mstep: Class 2 contains 49391 members 
Entering Unmasked Estep 
Score: -12966724.000000 Penalty: 3753.289062
	Iteration 48Q: 3 clusters Score -1.296672e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54266 members 
Mstep: Class 2 contains 49364 members 
Entering Unmasked Estep 
Score: -12966709.000000 Penalty: 3753.289062
	Iteration 49Q: 3 clusters Score -1.296671e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54282 members 
Mstep: Class 2 contains 49348 members 
Entering Unmasked Estep 
Score: -12966719.000000 Penalty: 3753.289062
	Iteration 50Q: 3 clusters Score -1.296672e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54302 members 
Mstep: Class 2 contains 49328 members 
Entering Unmasked Estep 
Score: -12966730.000000 Penalty: 3753.289062
	Iteration 51Q: 3 clusters Score -1.296673e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 49312 members 
Entering Unmasked Estep 
Score: -12966720.000000 Penalty: 3753.289062
	Iteration 52Q: 3 clusters Score -1.296672e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54329 members 
Mstep: Class 2 contains 49301 members 
Entering Unmasked Estep 
Score: -12966724.000000 Penalty: 3753.289062
	Iteration 53Q: 3 clusters Score -1.296672e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54340 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -12966737.000000 Penalty: 3753.289062
	Iteration 54Q: 3 clusters Score -1.296674e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54335 members 
Mstep: Class 2 contains 49295 members 
Entering Unmasked Estep 
Score: -12966738.000000 Penalty: 3753.289062
	Iteration 55Q: 3 clusters Score -1.296674e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54330 members 
Mstep: Class 2 contains 49300 members 
Entering Unmasked Estep 
Score: -12966738.000000 Penalty: 3753.289062
	Iteration 56Q: 3 clusters Score -1.296674e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54326 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -12966740.000000 Penalty: 3753.289062
	Iteration 57Q: 3 clusters Score -1.296674e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54323 members 
Mstep: Class 2 contains 49307 members 
Entering Unmasked Estep 
Score: -12966739.000000 Penalty: 3753.289062
	Iteration 58Q: 3 clusters Score -1.296674e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54322 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -12966741.000000 Penalty: 3753.289062
	Iteration 59Q: 3 clusters Score -1.296674e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 49312 members 
Entering Unmasked Estep 
Score: -12966737.000000 Penalty: 3753.289062
	Iteration 60F: 3 clusters Score -1.296674e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54320 members 
Mstep: Class 2 contains 49310 members 
Entering Unmasked Estep 
Score: -12966746.000000 Penalty: 3753.289062
	Iteration 61Q: 3 clusters Score -1.296675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54320 members 
Mstep: Class 2 contains 49310 members 
Entering Unmasked Estep 
Score: -12966736.000000 Penalty: 3753.289062
	Iteration 62Q: 3 clusters Score -1.296674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54319 members 
Mstep: Class 2 contains 49311 members 
Entering Unmasked Estep 
Score: -12966738.000000 Penalty: 3753.289062
	Iteration 63Q: 3 clusters Score -1.296674e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54311 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -12966731.000000 Penalty: 3753.289062
	Iteration 64Q: 3 clusters Score -1.296673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54307 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -12966726.000000 Penalty: 3753.289062
	Iteration 65Q: 3 clusters Score -1.296673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54306 members 
Mstep: Class 2 contains 49324 members 
Entering Unmasked Estep 
Score: -12966724.000000 Penalty: 3753.289062
	Iteration 66Q: 3 clusters Score -1.296672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54305 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -12966715.000000 Penalty: 3753.289062
	Iteration 67Q: 3 clusters Score -1.296672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54305 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -12966719.000000 Penalty: 3753.289062
	Iteration 68Q: 3 clusters Score -1.296672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54307 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -12966715.000000 Penalty: 3753.289062
	Iteration 69Q: 3 clusters Score -1.296672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54306 members 
Mstep: Class 2 contains 49324 members 
Entering Unmasked Estep 
Score: -12966711.000000 Penalty: 3753.289062
	Iteration 70Q: 3 clusters Score -1.296671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54309 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -12966716.000000 Penalty: 3753.289062
	Iteration 71Q: 3 clusters Score -1.296672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54310 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -12966708.000000 Penalty: 3753.289062
	Iteration 72Q: 3 clusters Score -1.296671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54310 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -12966708.000000 Penalty: 3753.289062
	Iteration 73Q: 3 clusters Score -1.296671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54311 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -12966715.000000 Penalty: 3753.289062
	Iteration 74Q: 3 clusters Score -1.296672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54310 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -12966709.000000 Penalty: 3753.289062
	Iteration 75Q: 3 clusters Score -1.296671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54309 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -12966698.000000 Penalty: 3753.289062
	Iteration 76Q: 3 clusters Score -1.29667e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 49326 members 
Entering Unmasked Estep 
Score: -12966699.000000 Penalty: 3753.289062
	Iteration 77Q: 3 clusters Score -1.29667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54300 members 
Mstep: Class 2 contains 49330 members 
Entering Unmasked Estep 
Score: -12966691.000000 Penalty: 3753.289062
	Iteration 78Q: 3 clusters Score -1.296669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54296 members 
Mstep: Class 2 contains 49334 members 
Entering Unmasked Estep 
Score: -12966689.000000 Penalty: 3753.289062
	Iteration 79Q: 3 clusters Score -1.296669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 49337 members 
Entering Unmasked Estep 
Score: -12966691.000000 Penalty: 3753.289062
	Iteration 80F: 3 clusters Score -1.296669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
Mstep: Class 2 contains 49338 members 
Entering Unmasked Estep 
Score: -12966678.000000 Penalty: 3753.289062
	Iteration 81Q: 3 clusters Score -1.296668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
Score: -12966683.000000 Penalty: 3753.289062
	Iteration 82Q: 3 clusters Score -1.296668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
Score: -12966682.000000 Penalty: 3753.289062
	Iteration 83Q: 3 clusters Score -1.296668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 49337 members 
Entering Unmasked Estep 
Score: -12966684.000000 Penalty: 3753.289062
	Iteration 84Q: 3 clusters Score -1.296668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
Mstep: Class 2 contains 49338 members 
Entering Unmasked Estep 
Score: -12966687.000000 Penalty: 3753.289062
	Iteration 85Q: 3 clusters Score -1.296669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
Mstep: Class 2 contains 49338 members 
Entering Unmasked Estep 
Score: -12966687.000000 Penalty: 3753.289062
	Iteration 86F: 3 clusters Score -1.296669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -25009.328125 Penalty: 943.334412
	Iteration 0F: 2 clusters Score -25009.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24380.060547 Penalty: 1886.668823
	Iteration 0F: 3 clusters Score -24380.06 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24642.199219 Penalty: 1886.668823
	Iteration 1F: 3 clusters Score -24642.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24808.935547 Penalty: 1886.668823
	Iteration 2F: 3 clusters Score -24808.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -24937.800781 Penalty: 1886.668823
	Iteration 3F: 3 clusters Score -24937.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -25078.312500 Penalty: 1886.668823
	Iteration 4F: 3 clusters Score -25078.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -25178.570312 Penalty: 1886.668823
	Iteration 5Q: 3 clusters Score -25178.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -25230.947266 Penalty: 1886.668823
	Iteration 6Q: 3 clusters Score -25230.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -25270.507812 Penalty: 1886.668823
	Iteration 7Q: 3 clusters Score -25270.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25283.521484 Penalty: 1886.668823
	Iteration 8Q: 3 clusters Score -25283.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -25289.185547 Penalty: 1886.668823
	Iteration 9Q: 3 clusters Score -25289.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -25289.185547 Penalty: 1886.668823
	Iteration 10F: 3 clusters Score -25289.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 103630 members 
Mstep: Class 3 contains 112 members 
Mstep: Class 4 contains 2130 members 
Mstep: Class 5 contains 59005 members 
Mstep: Class 6 contains 25890 members 
Mstep: Class 7 contains 10329 members 
Mstep: Class 8 contains 89111 members 
Mstep: Class 9 contains 98102 members 
Mstep: Class 10 contains 7952 members 
Mstep: Class 11 contains 7012 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 70080 members 
Mstep: Class 14 contains 35420 members 
Mstep: Class 15 contains 105235 members 
Mstep: Class 16 contains 3546 members 
Mstep: Class 17 contains 7184 members 
Mstep: Class 18 contains 9742 members 
Mstep: Class 19 contains 14132 members 
Mstep: Class 20 contains 6429 members 
Mstep: Class 21 contains 2962 members 
Mstep: Class 22 contains 16247 members 
Mstep: Class 23 contains 99753 members 
Mstep: Class 24 contains 68649 members 
Mstep: Class 25 contains 34250 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2854 members 
Mstep: Class 29 contains 6959 members 
Mstep: Class 30 contains 1410 members 
Mstep: Class 31 contains 9295 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6886 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Mstep: Class 41 contains 220 members 
Entering Unmasked Estep 
Score: -111787280.000000 Penalty: 91479.007812
Splitting cluster 3 changes total score from -111788208.000000 to -111787280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (2130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Entering Unmasked Estep 
Score: -262629.687500 Penalty: 1245.380127
	Iteration 0F: 2 clusters Score -262629.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -260442.156250 Penalty: 2490.760254
	Iteration 0F: 3 clusters Score -260442.2 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -260923.953125 Penalty: 2490.760254
	Iteration 1F: 3 clusters Score -260924 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -261109.968750 Penalty: 2490.760254
	Iteration 2F: 3 clusters Score -261110 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -261242.906250 Penalty: 2490.760254
	Iteration 3F: 3 clusters Score -261242.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -261309.062500 Penalty: 2490.760254
	Iteration 4Q: 3 clusters Score -261309.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -261350.296875 Penalty: 2490.760254
	Iteration 5Q: 3 clusters Score -261350.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -261378.140625 Penalty: 2490.760254
	Iteration 6Q: 3 clusters Score -261378.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -261401.109375 Penalty: 2490.760254
	Iteration 7Q: 3 clusters Score -261401.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -261425.515625 Penalty: 2490.760254
	Iteration 8Q: 3 clusters Score -261425.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -261448.531250 Penalty: 2490.760254
	Iteration 9Q: 3 clusters Score -261448.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -261468.890625 Penalty: 2490.760254
	Iteration 10Q: 3 clusters Score -261468.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -261486.406250 Penalty: 2490.760254
	Iteration 11Q: 3 clusters Score -261486.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -261500.718750 Penalty: 2490.760254
	Iteration 12Q: 3 clusters Score -261500.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -261515.687500 Penalty: 2490.760254
	Iteration 13Q: 3 clusters Score -261515.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -261528.875000 Penalty: 2490.760254
	Iteration 14Q: 3 clusters Score -261528.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -261541.062500 Penalty: 2490.760254
	Iteration 15Q: 3 clusters Score -261541.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -261548.796875 Penalty: 2490.760254
	Iteration 16Q: 3 clusters Score -261548.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -261554.031250 Penalty: 2490.760254
	Iteration 17Q: 3 clusters Score -261554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -261557.281250 Penalty: 2490.760254
	Iteration 18Q: 3 clusters Score -261557.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -261559.453125 Penalty: 2490.760254
	Iteration 19Q: 3 clusters Score -261559.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -261561.234375 Penalty: 2490.760254
	Iteration 20F: 3 clusters Score -261561.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -261562.218750 Penalty: 2490.760254
	Iteration 21Q: 3 clusters Score -261562.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -261563.843750 Penalty: 2490.760254
	Iteration 22Q: 3 clusters Score -261563.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -261565.906250 Penalty: 2490.760254
	Iteration 23Q: 3 clusters Score -261565.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -261568.875000 Penalty: 2490.760254
	Iteration 24Q: 3 clusters Score -261568.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -261571.265625 Penalty: 2490.760254
	Iteration 25Q: 3 clusters Score -261571.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -261573.593750 Penalty: 2490.760254
	Iteration 26Q: 3 clusters Score -261573.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -261577.781250 Penalty: 2490.760254
	Iteration 27Q: 3 clusters Score -261577.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -261581.593750 Penalty: 2490.760254
	Iteration 28Q: 3 clusters Score -261581.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -261587.406250 Penalty: 2490.760254
	Iteration 29Q: 3 clusters Score -261587.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -261592.781250 Penalty: 2490.760254
	Iteration 30Q: 3 clusters Score -261592.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -261596.531250 Penalty: 2490.760254
	Iteration 31Q: 3 clusters Score -261596.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -261599.453125 Penalty: 2490.760254
	Iteration 32Q: 3 clusters Score -261599.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -261603.562500 Penalty: 2490.760254
	Iteration 33Q: 3 clusters Score -261603.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -261614.156250 Penalty: 2490.760254
	Iteration 34Q: 3 clusters Score -261614.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -261619.515625 Penalty: 2490.760254
	Iteration 35Q: 3 clusters Score -261619.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -261624.140625 Penalty: 2490.760254
	Iteration 36Q: 3 clusters Score -261624.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -261633.609375 Penalty: 2490.760254
	Iteration 37Q: 3 clusters Score -261633.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -261645.015625 Penalty: 2490.760254
	Iteration 38Q: 3 clusters Score -261645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -261656.937500 Penalty: 2490.760254
	Iteration 39Q: 3 clusters Score -261656.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -261662.515625 Penalty: 2490.760254
	Iteration 40F: 3 clusters Score -261662.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -261670.031250 Penalty: 2490.760254
	Iteration 41Q: 3 clusters Score -261670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -261674.031250 Penalty: 2490.760254
	Iteration 42Q: 3 clusters Score -261674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -261677.093750 Penalty: 2490.760254
	Iteration 43Q: 3 clusters Score -261677.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -261679.718750 Penalty: 2490.760254
	Iteration 44Q: 3 clusters Score -261679.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -261681.859375 Penalty: 2490.760254
	Iteration 45Q: 3 clusters Score -261681.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -261684.781250 Penalty: 2490.760254
	Iteration 46Q: 3 clusters Score -261684.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -261689.796875 Penalty: 2490.760254
	Iteration 47Q: 3 clusters Score -261689.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -261696.609375 Penalty: 2490.760254
	Iteration 48Q: 3 clusters Score -261696.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -261704.921875 Penalty: 2490.760254
	Iteration 49Q: 3 clusters Score -261704.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -261715.921875 Penalty: 2490.760254
	Iteration 50Q: 3 clusters Score -261715.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -261722.546875 Penalty: 2490.760254
	Iteration 51Q: 3 clusters Score -261722.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -261726.187500 Penalty: 2490.760254
	Iteration 52Q: 3 clusters Score -261726.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -261729.390625 Penalty: 2490.760254
	Iteration 53Q: 3 clusters Score -261729.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -261731.484375 Penalty: 2490.760254
	Iteration 54Q: 3 clusters Score -261731.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -261734.515625 Penalty: 2490.760254
	Iteration 55Q: 3 clusters Score -261734.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -261735.203125 Penalty: 2490.760254
	Iteration 56Q: 3 clusters Score -261735.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -261737.140625 Penalty: 2490.760254
	Iteration 57Q: 3 clusters Score -261737.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -261737.437500 Penalty: 2490.760254
	Iteration 58Q: 3 clusters Score -261737.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -261740.656250 Penalty: 2490.760254
	Iteration 59Q: 3 clusters Score -261740.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -261745.031250 Penalty: 2490.760254
	Iteration 60F: 3 clusters Score -261745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -261747.703125 Penalty: 2490.760254
	Iteration 61Q: 3 clusters Score -261747.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -261751.328125 Penalty: 2490.760254
	Iteration 62Q: 3 clusters Score -261751.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -261753.109375 Penalty: 2490.760254
	Iteration 63Q: 3 clusters Score -261753.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -261754.937500 Penalty: 2490.760254
	Iteration 64Q: 3 clusters Score -261754.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -261756.984375 Penalty: 2490.760254
	Iteration 65Q: 3 clusters Score -261757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -261759.703125 Penalty: 2490.760254
	Iteration 66Q: 3 clusters Score -261759.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -261764.140625 Penalty: 2490.760254
	Iteration 67Q: 3 clusters Score -261764.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -261769.421875 Penalty: 2490.760254
	Iteration 68Q: 3 clusters Score -261769.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -261782.640625 Penalty: 2490.760254
	Iteration 69Q: 3 clusters Score -261782.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -261791.437500 Penalty: 2490.760254
	Iteration 70Q: 3 clusters Score -261791.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -261795.812500 Penalty: 2490.760254
	Iteration 71Q: 3 clusters Score -261795.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -261801.703125 Penalty: 2490.760254
	Iteration 72Q: 3 clusters Score -261801.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -261810.218750 Penalty: 2490.760254
	Iteration 73Q: 3 clusters Score -261810.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -261823.250000 Penalty: 2490.760254
	Iteration 74Q: 3 clusters Score -261823.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -261829.828125 Penalty: 2490.760254
	Iteration 75Q: 3 clusters Score -261829.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -261835.000000 Penalty: 2490.760254
	Iteration 76Q: 3 clusters Score -261835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -261845.531250 Penalty: 2490.760254
	Iteration 77Q: 3 clusters Score -261845.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -261861.937500 Penalty: 2490.760254
	Iteration 78Q: 3 clusters Score -261861.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -261879.140625 Penalty: 2490.760254
	Iteration 79Q: 3 clusters Score -261879.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -261893.765625 Penalty: 2490.760254
	Iteration 80F: 3 clusters Score -261893.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -261916.781250 Penalty: 2490.760254
	Iteration 81Q: 3 clusters Score -261916.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -261942.765625 Penalty: 2490.760254
	Iteration 82Q: 3 clusters Score -261942.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -261975.234375 Penalty: 2490.760254
	Iteration 83Q: 3 clusters Score -261975.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -262012.625000 Penalty: 2490.760254
	Iteration 84Q: 3 clusters Score -262012.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -262070.421875 Penalty: 2490.760254
	Iteration 85Q: 3 clusters Score -262070.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -262142.703125 Penalty: 2490.760254
	Iteration 86Q: 3 clusters Score -262142.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -262231.906250 Penalty: 2490.760254
	Iteration 87Q: 3 clusters Score -262231.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -262273.437500 Penalty: 2490.760254
	Iteration 88Q: 3 clusters Score -262273.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -262284.250000 Penalty: 2490.760254
	Iteration 89Q: 3 clusters Score -262284.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -262289.000000 Penalty: 2490.760254
	Iteration 90Q: 3 clusters Score -262289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -262291.656250 Penalty: 2490.760254
	Iteration 91Q: 3 clusters Score -262291.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -262292.562500 Penalty: 2490.760254
	Iteration 92Q: 3 clusters Score -262292.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -262292.562500 Penalty: 2490.760254
	Iteration 93F: 3 clusters Score -262292.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (59005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59005 members 
Entering Unmasked Estep 
Score: -7185789.500000 Penalty: 1785.123779
	Iteration 0F: 2 clusters Score -7185790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -7146430.000000 Penalty: 3570.247559
	Iteration 0F: 3 clusters Score -7146430 nChanged 27716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -7162384.000000 Penalty: 3570.247559
	Iteration 1F: 3 clusters Score -7162384 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -7163005.500000 Penalty: 3570.247559
	Iteration 2Q: 3 clusters Score -7163006 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -7163735.000000 Penalty: 3570.247559
	Iteration 3Q: 3 clusters Score -7163735 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -7164462.000000 Penalty: 3570.247559
	Iteration 4Q: 3 clusters Score -7164462 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -7165227.000000 Penalty: 3570.247559
	Iteration 5Q: 3 clusters Score -7165227 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -7166237.000000 Penalty: 3570.247559
	Iteration 6Q: 3 clusters Score -7166237 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -7167653.500000 Penalty: 3570.247559
	Iteration 7Q: 3 clusters Score -7167654 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -7169474.500000 Penalty: 3570.247559
	Iteration 8F: 3 clusters Score -7169474 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -7171721.000000 Penalty: 3570.247559
	Iteration 9F: 3 clusters Score -7171721 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45381 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -7174116.000000 Penalty: 3570.247559
	Iteration 10F: 3 clusters Score -7174116 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48230 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -7176424.000000 Penalty: 3570.247559
	Iteration 11F: 3 clusters Score -7176424 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50606 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -7178347.000000 Penalty: 3570.247559
	Iteration 12Q: 3 clusters Score -7178347 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52538 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -7179809.500000 Penalty: 3570.247559
	Iteration 13Q: 3 clusters Score -7179810 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54070 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -7180904.500000 Penalty: 3570.247559
	Iteration 14Q: 3 clusters Score -7180904 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55244 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -7181722.500000 Penalty: 3570.247559
	Iteration 15Q: 3 clusters Score -7181722 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56147 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -7182328.500000 Penalty: 3570.247559
	Iteration 16Q: 3 clusters Score -7182328 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56851 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -7182823.500000 Penalty: 3570.247559
	Iteration 17Q: 3 clusters Score -7182824 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57409 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -7183231.000000 Penalty: 3570.247559
	Iteration 18Q: 3 clusters Score -7183231 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57806 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -7183537.000000 Penalty: 3570.247559
	Iteration 19Q: 3 clusters Score -7183537 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58083 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7183724.500000 Penalty: 3570.247559
	Iteration 20F: 3 clusters Score -7183724 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58267 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -7183861.500000 Penalty: 3570.247559
	Iteration 21Q: 3 clusters Score -7183862 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58400 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7183965.000000 Penalty: 3570.247559
	Iteration 22Q: 3 clusters Score -7183965 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58483 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7184035.000000 Penalty: 3570.247559
	Iteration 23Q: 3 clusters Score -7184035 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58531 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -7184064.500000 Penalty: 3570.247559
	Iteration 24Q: 3 clusters Score -7184064 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58568 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7184091.000000 Penalty: 3570.247559
	Iteration 25Q: 3 clusters Score -7184091 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58595 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -7184119.500000 Penalty: 3570.247559
	Iteration 26Q: 3 clusters Score -7184120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58621 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7184136.000000 Penalty: 3570.247559
	Iteration 27Q: 3 clusters Score -7184136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58643 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7184159.000000 Penalty: 3570.247559
	Iteration 28Q: 3 clusters Score -7184159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58655 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7184167.000000 Penalty: 3570.247559
	Iteration 29Q: 3 clusters Score -7184167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58665 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7184175.000000 Penalty: 3570.247559
	Iteration 30Q: 3 clusters Score -7184175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58673 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7184180.500000 Penalty: 3570.247559
	Iteration 31Q: 3 clusters Score -7184180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58681 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -7184187.500000 Penalty: 3570.247559
	Iteration 32Q: 3 clusters Score -7184188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58684 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -7184188.500000 Penalty: 3570.247559
	Iteration 33Q: 3 clusters Score -7184188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58686 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7184192.500000 Penalty: 3570.247559
	Iteration 34Q: 3 clusters Score -7184192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58690 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7184193.500000 Penalty: 3570.247559
	Iteration 35Q: 3 clusters Score -7184194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58694 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7184191.500000 Penalty: 3570.247559
	Iteration 36Q: 3 clusters Score -7184192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58696 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7184190.500000 Penalty: 3570.247559
	Iteration 37Q: 3 clusters Score -7184190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58696 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7184197.500000 Penalty: 3570.247559
	Iteration 38Q: 3 clusters Score -7184198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58700 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7184199.500000 Penalty: 3570.247559
	Iteration 39Q: 3 clusters Score -7184200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58702 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7184203.500000 Penalty: 3570.247559
	Iteration 40F: 3 clusters Score -7184204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Entering Unmasked Estep 
Score: -3189846.250000 Penalty: 1651.262085
	Iteration 0F: 2 clusters Score -3189846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -3172317.500000 Penalty: 3302.524170
	Iteration 0F: 3 clusters Score -3172318 nChanged 11898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -3179002.250000 Penalty: 3302.524170
	Iteration 1F: 3 clusters Score -3179002 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -3179399.250000 Penalty: 3302.524170
	Iteration 2Q: 3 clusters Score -3179399 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -3179743.250000 Penalty: 3302.524170
	Iteration 3Q: 3 clusters Score -3179743 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -3180100.500000 Penalty: 3302.524170
	Iteration 4Q: 3 clusters Score -3180100 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -3180493.750000 Penalty: 3302.524170
	Iteration 5Q: 3 clusters Score -3180494 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -3180967.250000 Penalty: 3302.524170
	Iteration 6Q: 3 clusters Score -3180967 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -3181552.250000 Penalty: 3302.524170
	Iteration 7Q: 3 clusters Score -3181552 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -3182182.500000 Penalty: 3302.524170
	Iteration 8Q: 3 clusters Score -3182182 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -3182924.250000 Penalty: 3302.524170
	Iteration 9Q: 3 clusters Score -3182924 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -3183714.000000 Penalty: 3302.524170
	Iteration 10Q: 3 clusters Score -3183714 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -3184413.750000 Penalty: 3302.524170
	Iteration 11Q: 3 clusters Score -3184414 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -3184873.000000 Penalty: 3302.524170
	Iteration 12Q: 3 clusters Score -3184873 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3185181.500000 Penalty: 3302.524170
	Iteration 13Q: 3 clusters Score -3185182 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -3185406.000000 Penalty: 3302.524170
	Iteration 14Q: 3 clusters Score -3185406 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -3185608.750000 Penalty: 3302.524170
	Iteration 15Q: 3 clusters Score -3185609 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -3185779.500000 Penalty: 3302.524170
	Iteration 16Q: 3 clusters Score -3185780 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -3185909.750000 Penalty: 3302.524170
	Iteration 17Q: 3 clusters Score -3185910 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -3186038.500000 Penalty: 3302.524170
	Iteration 18Q: 3 clusters Score -3186038 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -3186176.000000 Penalty: 3302.524170
	Iteration 19Q: 3 clusters Score -3186176 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -3186280.000000 Penalty: 3302.524170
	Iteration 20F: 3 clusters Score -3186280 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -3186359.250000 Penalty: 3302.524170
	Iteration 21Q: 3 clusters Score -3186359 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -3186427.500000 Penalty: 3302.524170
	Iteration 22Q: 3 clusters Score -3186428 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -3186480.000000 Penalty: 3302.524170
	Iteration 23Q: 3 clusters Score -3186480 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -3186517.500000 Penalty: 3302.524170
	Iteration 24Q: 3 clusters Score -3186518 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -3186574.000000 Penalty: 3302.524170
	Iteration 25Q: 3 clusters Score -3186574 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -3186622.750000 Penalty: 3302.524170
	Iteration 26Q: 3 clusters Score -3186623 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -3186686.750000 Penalty: 3302.524170
	Iteration 27Q: 3 clusters Score -3186687 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -3186727.500000 Penalty: 3302.524170
	Iteration 28Q: 3 clusters Score -3186728 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -3186780.250000 Penalty: 3302.524170
	Iteration 29Q: 3 clusters Score -3186780 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -3186842.250000 Penalty: 3302.524170
	Iteration 30Q: 3 clusters Score -3186842 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -3186879.750000 Penalty: 3302.524170
	Iteration 31Q: 3 clusters Score -3186880 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -3186928.750000 Penalty: 3302.524170
	Iteration 32Q: 3 clusters Score -3186929 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -3186956.500000 Penalty: 3302.524170
	Iteration 33Q: 3 clusters Score -3186956 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -3187008.250000 Penalty: 3302.524170
	Iteration 34Q: 3 clusters Score -3187008 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -3187062.000000 Penalty: 3302.524170
	Iteration 35Q: 3 clusters Score -3187062 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -3187109.000000 Penalty: 3302.524170
	Iteration 36Q: 3 clusters Score -3187109 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -3187169.250000 Penalty: 3302.524170
	Iteration 37Q: 3 clusters Score -3187169 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -3187255.250000 Penalty: 3302.524170
	Iteration 38Q: 3 clusters Score -3187255 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -3187330.500000 Penalty: 3302.524170
	Iteration 39Q: 3 clusters Score -3187330 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -3187408.000000 Penalty: 3302.524170
	Iteration 40F: 3 clusters Score -3187408 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -3187488.500000 Penalty: 3302.524170
	Iteration 41Q: 3 clusters Score -3187488 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -3187569.250000 Penalty: 3302.524170
	Iteration 42Q: 3 clusters Score -3187569 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -3187621.500000 Penalty: 3302.524170
	Iteration 43Q: 3 clusters Score -3187622 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -3187655.250000 Penalty: 3302.524170
	Iteration 44Q: 3 clusters Score -3187655 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -3187701.250000 Penalty: 3302.524170
	Iteration 45Q: 3 clusters Score -3187701 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -3187747.500000 Penalty: 3302.524170
	Iteration 46Q: 3 clusters Score -3187748 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -3187795.750000 Penalty: 3302.524170
	Iteration 47Q: 3 clusters Score -3187796 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -3187844.750000 Penalty: 3302.524170
	Iteration 48Q: 3 clusters Score -3187845 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -3187879.000000 Penalty: 3302.524170
	Iteration 49Q: 3 clusters Score -3187879 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -3187921.750000 Penalty: 3302.524170
	Iteration 50Q: 3 clusters Score -3187922 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -3187954.250000 Penalty: 3302.524170
	Iteration 51Q: 3 clusters Score -3187954 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -3187982.500000 Penalty: 3302.524170
	Iteration 52Q: 3 clusters Score -3187982 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -3188020.250000 Penalty: 3302.524170
	Iteration 53Q: 3 clusters Score -3188020 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -3188056.000000 Penalty: 3302.524170
	Iteration 54Q: 3 clusters Score -3188056 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -3188080.500000 Penalty: 3302.524170
	Iteration 55Q: 3 clusters Score -3188080 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -3188109.750000 Penalty: 3302.524170
	Iteration 56Q: 3 clusters Score -3188110 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -3188131.500000 Penalty: 3302.524170
	Iteration 57Q: 3 clusters Score -3188132 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -3188150.000000 Penalty: 3302.524170
	Iteration 58Q: 3 clusters Score -3188150 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -3188187.500000 Penalty: 3302.524170
	Iteration 59Q: 3 clusters Score -3188188 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -3188217.750000 Penalty: 3302.524170
	Iteration 60F: 3 clusters Score -3188218 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -3188229.750000 Penalty: 3302.524170
	Iteration 61Q: 3 clusters Score -3188230 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -3188249.000000 Penalty: 3302.524170
	Iteration 62Q: 3 clusters Score -3188249 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -3188257.500000 Penalty: 3302.524170
	Iteration 63Q: 3 clusters Score -3188258 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -3188268.000000 Penalty: 3302.524170
	Iteration 64Q: 3 clusters Score -3188268 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -3188263.000000 Penalty: 3302.524170
	Iteration 65Q: 3 clusters Score -3188263 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -3188278.500000 Penalty: 3302.524170
	Iteration 66Q: 3 clusters Score -3188278 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -3188282.000000 Penalty: 3302.524170
	Iteration 67Q: 3 clusters Score -3188282 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -3188296.250000 Penalty: 3302.524170
	Iteration 68Q: 3 clusters Score -3188296 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -3188305.250000 Penalty: 3302.524170
	Iteration 69Q: 3 clusters Score -3188305 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -3188314.250000 Penalty: 3302.524170
	Iteration 70Q: 3 clusters Score -3188314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -3188318.500000 Penalty: 3302.524170
	Iteration 71Q: 3 clusters Score -3188318 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -3188325.000000 Penalty: 3302.524170
	Iteration 72Q: 3 clusters Score -3188325 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -3188325.000000 Penalty: 3302.524170
	Iteration 73Q: 3 clusters Score -3188325 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -3188322.250000 Penalty: 3302.524170
	Iteration 74Q: 3 clusters Score -3188322 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -3188330.000000 Penalty: 3302.524170
	Iteration 75Q: 3 clusters Score -3188330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -3188329.750000 Penalty: 3302.524170
	Iteration 76Q: 3 clusters Score -3188330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -3188329.500000 Penalty: 3302.524170
	Iteration 77Q: 3 clusters Score -3188330 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -3188340.000000 Penalty: 3302.524170
	Iteration 78Q: 3 clusters Score -3188340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -3188336.750000 Penalty: 3302.524170
	Iteration 79Q: 3 clusters Score -3188337 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -3188346.750000 Penalty: 3302.524170
	Iteration 80F: 3 clusters Score -3188347 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -3188349.250000 Penalty: 3302.524170
	Iteration 81Q: 3 clusters Score -3188349 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -3188355.250000 Penalty: 3302.524170
	Iteration 82Q: 3 clusters Score -3188355 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -3188354.750000 Penalty: 3302.524170
	Iteration 83Q: 3 clusters Score -3188355 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -3188355.250000 Penalty: 3302.524170
	Iteration 84Q: 3 clusters Score -3188355 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -3188360.500000 Penalty: 3302.524170
	Iteration 85Q: 3 clusters Score -3188360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -3188360.000000 Penalty: 3302.524170
	Iteration 86Q: 3 clusters Score -3188360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -3188357.750000 Penalty: 3302.524170
	Iteration 87Q: 3 clusters Score -3188358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -3188360.750000 Penalty: 3302.524170
	Iteration 88Q: 3 clusters Score -3188361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -3188356.250000 Penalty: 3302.524170
	Iteration 89Q: 3 clusters Score -3188356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -3188360.250000 Penalty: 3302.524170
	Iteration 90Q: 3 clusters Score -3188360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -3188353.250000 Penalty: 3302.524170
	Iteration 91Q: 3 clusters Score -3188353 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -3188352.000000 Penalty: 3302.524170
	Iteration 92Q: 3 clusters Score -3188352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -3188360.500000 Penalty: 3302.524170
	Iteration 93Q: 3 clusters Score -3188360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -3188362.500000 Penalty: 3302.524170
	Iteration 94Q: 3 clusters Score -3188362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -3188363.500000 Penalty: 3302.524170
	Iteration 95Q: 3 clusters Score -3188364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -3188356.500000 Penalty: 3302.524170
	Iteration 96Q: 3 clusters Score -3188356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -3188357.250000 Penalty: 3302.524170
	Iteration 97Q: 3 clusters Score -3188357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -3188361.500000 Penalty: 3302.524170
	Iteration 98Q: 3 clusters Score -3188362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -3188369.250000 Penalty: 3302.524170
	Iteration 99Q: 3 clusters Score -3188369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -3188366.750000 Penalty: 3302.524170
	Iteration 100F: 3 clusters Score -3188367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -3188366.000000 Penalty: 3302.524170
	Iteration 101Q: 3 clusters Score -3188366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -3188371.500000 Penalty: 3302.524170
	Iteration 102Q: 3 clusters Score -3188372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -3188372.250000 Penalty: 3302.524170
	Iteration 103Q: 3 clusters Score -3188372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -3188368.500000 Penalty: 3302.524170
	Iteration 104Q: 3 clusters Score -3188368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -3188371.750000 Penalty: 3302.524170
	Iteration 105Q: 3 clusters Score -3188372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -3188378.500000 Penalty: 3302.524170
	Iteration 106Q: 3 clusters Score -3188378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -3188372.000000 Penalty: 3302.524170
	Iteration 107Q: 3 clusters Score -3188372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -3188375.750000 Penalty: 3302.524170
	Iteration 108Q: 3 clusters Score -3188376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -3188373.500000 Penalty: 3302.524170
	Iteration 109Q: 3 clusters Score -3188374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -3188372.500000 Penalty: 3302.524170
	Iteration 110Q: 3 clusters Score -3188372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -3188374.750000 Penalty: 3302.524170
	Iteration 111Q: 3 clusters Score -3188375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -3188379.750000 Penalty: 3302.524170
	Iteration 112Q: 3 clusters Score -3188380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -3188376.000000 Penalty: 3302.524170
	Iteration 113Q: 3 clusters Score -3188376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -3188378.500000 Penalty: 3302.524170
	Iteration 114Q: 3 clusters Score -3188378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -3188376.500000 Penalty: 3302.524170
	Iteration 115Q: 3 clusters Score -3188376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -3188373.250000 Penalty: 3302.524170
	Iteration 116Q: 3 clusters Score -3188373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -3188377.750000 Penalty: 3302.524170
	Iteration 117Q: 3 clusters Score -3188378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -3188376.250000 Penalty: 3302.524170
	Iteration 118Q: 3 clusters Score -3188376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -3188374.250000 Penalty: 3302.524170
	Iteration 119Q: 3 clusters Score -3188374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -3188378.000000 Penalty: 3302.524170
	Iteration 120F: 3 clusters Score -3188378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -3188379.000000 Penalty: 3302.524170
	Iteration 121Q: 3 clusters Score -3188379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -3188387.000000 Penalty: 3302.524170
	Iteration 122Q: 3 clusters Score -3188387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -3188386.750000 Penalty: 3302.524170
	Iteration 123Q: 3 clusters Score -3188387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -3188385.000000 Penalty: 3302.524170
	Iteration 124Q: 3 clusters Score -3188385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -3188381.250000 Penalty: 3302.524170
	Iteration 125Q: 3 clusters Score -3188381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -3188379.750000 Penalty: 3302.524170
	Iteration 126Q: 3 clusters Score -3188380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -3188386.250000 Penalty: 3302.524170
	Iteration 127Q: 3 clusters Score -3188386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -3188383.750000 Penalty: 3302.524170
	Iteration 128Q: 3 clusters Score -3188384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -3188377.750000 Penalty: 3302.524170
	Iteration 129Q: 3 clusters Score -3188378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -3188385.250000 Penalty: 3302.524170
	Iteration 130Q: 3 clusters Score -3188385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -3188382.750000 Penalty: 3302.524170
	Iteration 131Q: 3 clusters Score -3188383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -3188384.500000 Penalty: 3302.524170
	Iteration 132Q: 3 clusters Score -3188384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -3188384.500000 Penalty: 3302.524170
	Iteration 133Q: 3 clusters Score -3188384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -3188389.000000 Penalty: 3302.524170
	Iteration 134Q: 3 clusters Score -3188389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -3188386.500000 Penalty: 3302.524170
	Iteration 135Q: 3 clusters Score -3188386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -3188395.000000 Penalty: 3302.524170
	Iteration 136Q: 3 clusters Score -3188395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -3188393.000000 Penalty: 3302.524170
	Iteration 137Q: 3 clusters Score -3188393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -3188398.250000 Penalty: 3302.524170
	Iteration 138Q: 3 clusters Score -3188398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -3188396.000000 Penalty: 3302.524170
	Iteration 139Q: 3 clusters Score -3188396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -3188397.750000 Penalty: 3302.524170
	Iteration 140F: 3 clusters Score -3188398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -3188400.500000 Penalty: 3302.524170
	Iteration 141Q: 3 clusters Score -3188400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -3188397.000000 Penalty: 3302.524170
	Iteration 142Q: 3 clusters Score -3188397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -3188398.250000 Penalty: 3302.524170
	Iteration 143Q: 3 clusters Score -3188398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -3188399.000000 Penalty: 3302.524170
	Iteration 144Q: 3 clusters Score -3188399 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -3188399.500000 Penalty: 3302.524170
	Iteration 145Q: 3 clusters Score -3188400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3188395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3188398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3188397 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3188398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -3188397.750000 Penalty: 3302.524170
	Iteration 150Q: 3 clusters Score -3188398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -3188403.500000 Penalty: 3302.524170
	Iteration 151Q: 3 clusters Score -3188404 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -3188403.250000 Penalty: 3302.524170
	Iteration 152Q: 3 clusters Score -3188403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -3188402.250000 Penalty: 3302.524170
	Iteration 153Q: 3 clusters Score -3188402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -3188403.000000 Penalty: 3302.524170
	Iteration 154Q: 3 clusters Score -3188403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -3188406.500000 Penalty: 3302.524170
	Iteration 155Q: 3 clusters Score -3188406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -3188406.000000 Penalty: 3302.524170
	Iteration 156Q: 3 clusters Score -3188406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -3188404.250000 Penalty: 3302.524170
	Iteration 157Q: 3 clusters Score -3188404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -3188405.000000 Penalty: 3302.524170
	Iteration 158Q: 3 clusters Score -3188405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -3188405.000000 Penalty: 3302.524170
	Iteration 159F: 3 clusters Score -3188405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Entering Unmasked Estep 
Score: -1205267.000000 Penalty: 1501.940552
	Iteration 0F: 2 clusters Score -1205267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1197916.500000 Penalty: 3003.881104
	Iteration 0F: 3 clusters Score -1197916 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1200403.250000 Penalty: 3003.881104
	Iteration 1F: 3 clusters Score -1200403 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1200683.750000 Penalty: 3003.881104
	Iteration 2F: 3 clusters Score -1200684 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1200882.250000 Penalty: 3003.881104
	Iteration 3F: 3 clusters Score -1200882 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1201069.875000 Penalty: 3003.881104
	Iteration 4Q: 3 clusters Score -1201070 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1201227.625000 Penalty: 3003.881104
	Iteration 5Q: 3 clusters Score -1201228 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1201374.125000 Penalty: 3003.881104
	Iteration 6Q: 3 clusters Score -1201374 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1201501.250000 Penalty: 3003.881104
	Iteration 7Q: 3 clusters Score -1201501 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1201640.000000 Penalty: 3003.881104
	Iteration 8Q: 3 clusters Score -1201640 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1201804.875000 Penalty: 3003.881104
	Iteration 9Q: 3 clusters Score -1201805 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1201981.625000 Penalty: 3003.881104
	Iteration 10Q: 3 clusters Score -1201982 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1202179.250000 Penalty: 3003.881104
	Iteration 11Q: 3 clusters Score -1202179 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1202382.000000 Penalty: 3003.881104
	Iteration 12Q: 3 clusters Score -1202382 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1202568.000000 Penalty: 3003.881104
	Iteration 13Q: 3 clusters Score -1202568 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1202714.625000 Penalty: 3003.881104
	Iteration 14Q: 3 clusters Score -1202715 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1202876.250000 Penalty: 3003.881104
	Iteration 15Q: 3 clusters Score -1202876 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1203028.375000 Penalty: 3003.881104
	Iteration 16Q: 3 clusters Score -1203028 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1203170.500000 Penalty: 3003.881104
	Iteration 17Q: 3 clusters Score -1203170 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1203305.125000 Penalty: 3003.881104
	Iteration 18Q: 3 clusters Score -1203305 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1203405.250000 Penalty: 3003.881104
	Iteration 19Q: 3 clusters Score -1203405 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1203492.000000 Penalty: 3003.881104
	Iteration 20F: 3 clusters Score -1203492 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1203574.875000 Penalty: 3003.881104
	Iteration 21Q: 3 clusters Score -1203575 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1203632.625000 Penalty: 3003.881104
	Iteration 22Q: 3 clusters Score -1203633 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1203682.500000 Penalty: 3003.881104
	Iteration 23Q: 3 clusters Score -1203682 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1203710.875000 Penalty: 3003.881104
	Iteration 24Q: 3 clusters Score -1203711 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1203735.250000 Penalty: 3003.881104
	Iteration 25Q: 3 clusters Score -1203735 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1203762.375000 Penalty: 3003.881104
	Iteration 26Q: 3 clusters Score -1203762 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1203781.000000 Penalty: 3003.881104
	Iteration 27Q: 3 clusters Score -1203781 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1203791.250000 Penalty: 3003.881104
	Iteration 28Q: 3 clusters Score -1203791 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1203800.125000 Penalty: 3003.881104
	Iteration 29Q: 3 clusters Score -1203800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1203819.500000 Penalty: 3003.881104
	Iteration 30Q: 3 clusters Score -1203820 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1203831.375000 Penalty: 3003.881104
	Iteration 31Q: 3 clusters Score -1203831 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1203847.625000 Penalty: 3003.881104
	Iteration 32Q: 3 clusters Score -1203848 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1203867.625000 Penalty: 3003.881104
	Iteration 33Q: 3 clusters Score -1203868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1203889.750000 Penalty: 3003.881104
	Iteration 34Q: 3 clusters Score -1203890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1203902.375000 Penalty: 3003.881104
	Iteration 35Q: 3 clusters Score -1203902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1203916.750000 Penalty: 3003.881104
	Iteration 36Q: 3 clusters Score -1203917 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1203931.500000 Penalty: 3003.881104
	Iteration 37Q: 3 clusters Score -1203932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1203943.875000 Penalty: 3003.881104
	Iteration 38Q: 3 clusters Score -1203944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1203964.625000 Penalty: 3003.881104
	Iteration 39Q: 3 clusters Score -1203965 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1203981.250000 Penalty: 3003.881104
	Iteration 40F: 3 clusters Score -1203981 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1203992.125000 Penalty: 3003.881104
	Iteration 41Q: 3 clusters Score -1203992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1204003.125000 Penalty: 3003.881104
	Iteration 42Q: 3 clusters Score -1204003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1204008.500000 Penalty: 3003.881104
	Iteration 43Q: 3 clusters Score -1204008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1204021.125000 Penalty: 3003.881104
	Iteration 44Q: 3 clusters Score -1204021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1204027.000000 Penalty: 3003.881104
	Iteration 45Q: 3 clusters Score -1204027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1204030.250000 Penalty: 3003.881104
	Iteration 46Q: 3 clusters Score -1204030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1204032.125000 Penalty: 3003.881104
	Iteration 47Q: 3 clusters Score -1204032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1204034.000000 Penalty: 3003.881104
	Iteration 48Q: 3 clusters Score -1204034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1204034.750000 Penalty: 3003.881104
	Iteration 49Q: 3 clusters Score -1204035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1204034.125000 Penalty: 3003.881104
	Iteration 50Q: 3 clusters Score -1204034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1204034.125000 Penalty: 3003.881104
	Iteration 51F: 3 clusters Score -1204034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (89111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89111 members 
Entering Unmasked Estep 
Score: -11259583.000000 Penalty: 1852.116211
	Iteration 0F: 2 clusters Score -1.125958e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -11200559.000000 Penalty: 3704.232422
	Iteration 0F: 3 clusters Score -1.120056e+07 nChanged 42633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
Score: -11224917.000000 Penalty: 3704.232422
	Iteration 1F: 3 clusters Score -1.122492e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45624 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -11225472.000000 Penalty: 3704.232422
	Iteration 2Q: 3 clusters Score -1.122547e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -11226160.000000 Penalty: 3704.232422
	Iteration 3Q: 3 clusters Score -1.122616e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -11226898.000000 Penalty: 3704.232422
	Iteration 4Q: 3 clusters Score -1.12269e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48304 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -11227804.000000 Penalty: 3704.232422
	Iteration 5Q: 3 clusters Score -1.12278e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50232 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -11229093.000000 Penalty: 3704.232422
	Iteration 6Q: 3 clusters Score -1.122909e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52994 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -11231003.000000 Penalty: 3704.232422
	Iteration 7Q: 3 clusters Score -1.1231e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56475 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -11233678.000000 Penalty: 3704.232422
	Iteration 8F: 3 clusters Score -1.123368e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60625 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -11237298.000000 Penalty: 3704.232422
	Iteration 9F: 3 clusters Score -1.12373e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64795 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -11241234.000000 Penalty: 3704.232422
	Iteration 10F: 3 clusters Score -1.124123e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68465 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -11244710.000000 Penalty: 3704.232422
	Iteration 11F: 3 clusters Score -1.124471e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71368 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -11247119.000000 Penalty: 3704.232422
	Iteration 12Q: 3 clusters Score -1.124712e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73695 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -11248700.000000 Penalty: 3704.232422
	Iteration 13Q: 3 clusters Score -1.12487e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -11249999.000000 Penalty: 3704.232422
	Iteration 14Q: 3 clusters Score -1.125e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77537 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -11251115.000000 Penalty: 3704.232422
	Iteration 15Q: 3 clusters Score -1.125112e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79283 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -11252125.000000 Penalty: 3704.232422
	Iteration 16Q: 3 clusters Score -1.125212e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80836 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -11252984.000000 Penalty: 3704.232422
	Iteration 17Q: 3 clusters Score -1.125298e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82294 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -11253887.000000 Penalty: 3704.232422
	Iteration 18Q: 3 clusters Score -1.125389e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83582 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -11254730.000000 Penalty: 3704.232422
	Iteration 19Q: 3 clusters Score -1.125473e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84711 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -11255451.000000 Penalty: 3704.232422
	Iteration 20F: 3 clusters Score -1.125545e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85653 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -11256101.000000 Penalty: 3704.232422
	Iteration 21Q: 3 clusters Score -1.12561e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86401 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -11256601.000000 Penalty: 3704.232422
	Iteration 22Q: 3 clusters Score -1.12566e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86976 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -11256988.000000 Penalty: 3704.232422
	Iteration 23Q: 3 clusters Score -1.125699e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87422 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -11257244.000000 Penalty: 3704.232422
	Iteration 24Q: 3 clusters Score -1.125724e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87774 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -11257425.000000 Penalty: 3704.232422
	Iteration 25Q: 3 clusters Score -1.125742e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88013 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -11257630.000000 Penalty: 3704.232422
	Iteration 26Q: 3 clusters Score -1.125763e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88162 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -11257729.000000 Penalty: 3704.232422
	Iteration 27Q: 3 clusters Score -1.125773e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88256 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -11257771.000000 Penalty: 3704.232422
	Iteration 28Q: 3 clusters Score -1.125777e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88333 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -11257833.000000 Penalty: 3704.232422
	Iteration 29Q: 3 clusters Score -1.125783e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88393 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -11257868.000000 Penalty: 3704.232422
	Iteration 30Q: 3 clusters Score -1.125787e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88453 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -11257903.000000 Penalty: 3704.232422
	Iteration 31Q: 3 clusters Score -1.12579e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88495 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -11257924.000000 Penalty: 3704.232422
	Iteration 32Q: 3 clusters Score -1.125792e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88539 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -11257947.000000 Penalty: 3704.232422
	Iteration 33Q: 3 clusters Score -1.125795e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88569 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -11257961.000000 Penalty: 3704.232422
	Iteration 34Q: 3 clusters Score -1.125796e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88594 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -11257986.000000 Penalty: 3704.232422
	Iteration 35Q: 3 clusters Score -1.125799e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88604 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -11257993.000000 Penalty: 3704.232422
	Iteration 36Q: 3 clusters Score -1.125799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88612 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -11258010.000000 Penalty: 3704.232422
	Iteration 37Q: 3 clusters Score -1.125801e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88623 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -11258013.000000 Penalty: 3704.232422
	Iteration 38Q: 3 clusters Score -1.125801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88627 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -11258020.000000 Penalty: 3704.232422
	Iteration 39Q: 3 clusters Score -1.125802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88631 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -11258020.000000 Penalty: 3704.232422
	Iteration 40F: 3 clusters Score -1.125802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88633 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -11258020.000000 Penalty: 3704.232422
	Iteration 41Q: 3 clusters Score -1.125802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88635 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -11258019.000000 Penalty: 3704.232422
	Iteration 42Q: 3 clusters Score -1.125802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88636 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -11258016.000000 Penalty: 3704.232422
	Iteration 43Q: 3 clusters Score -1.125802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88639 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -11258026.000000 Penalty: 3704.232422
	Iteration 44Q: 3 clusters Score -1.125803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88639 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -11258026.000000 Penalty: 3704.232422
	Iteration 45F: 3 clusters Score -1.125803e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (98102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98102 members 
Entering Unmasked Estep 
Score: -12298757.000000 Penalty: 1867.736450
	Iteration 0F: 2 clusters Score -1.229876e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49017 members 
Mstep: Class 2 contains 49085 members 
Entering Unmasked Estep 
Score: -12234497.000000 Penalty: 3735.472900
	Iteration 0F: 3 clusters Score -1.22345e+07 nChanged 46876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -12261824.000000 Penalty: 3735.472900
	Iteration 1F: 3 clusters Score -1.226182e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49968 members 
Mstep: Class 2 contains 48134 members 
Entering Unmasked Estep 
Score: -12262597.000000 Penalty: 3735.472900
	Iteration 2Q: 3 clusters Score -1.22626e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -12263397.000000 Penalty: 3735.472900
	Iteration 3Q: 3 clusters Score -1.22634e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -12264622.000000 Penalty: 3735.472900
	Iteration 4Q: 3 clusters Score -1.226462e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53076 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -12266110.000000 Penalty: 3735.472900
	Iteration 5Q: 3 clusters Score -1.226611e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -12268305.000000 Penalty: 3735.472900
	Iteration 6Q: 3 clusters Score -1.22683e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57750 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -12271385.000000 Penalty: 3735.472900
	Iteration 7F: 3 clusters Score -1.227138e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60638 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -12275851.000000 Penalty: 3735.472900
	Iteration 8F: 3 clusters Score -1.227585e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63253 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -12281348.000000 Penalty: 3735.472900
	Iteration 9F: 3 clusters Score -1.228135e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64729 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -12285446.000000 Penalty: 3735.472900
	Iteration 10F: 3 clusters Score -1.228545e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65133 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -12287121.000000 Penalty: 3735.472900
	Iteration 11Q: 3 clusters Score -1.228712e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65278 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -12287578.000000 Penalty: 3735.472900
	Iteration 12Q: 3 clusters Score -1.228758e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65242 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -12287823.000000 Penalty: 3735.472900
	Iteration 13Q: 3 clusters Score -1.228782e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65099 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -12287959.000000 Penalty: 3735.472900
	Iteration 14Q: 3 clusters Score -1.228796e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64982 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -12288090.000000 Penalty: 3735.472900
	Iteration 15Q: 3 clusters Score -1.228809e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64882 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -12288272.000000 Penalty: 3735.472900
	Iteration 16Q: 3 clusters Score -1.228827e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64765 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -12288423.000000 Penalty: 3735.472900
	Iteration 17Q: 3 clusters Score -1.228842e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64616 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -12288584.000000 Penalty: 3735.472900
	Iteration 18Q: 3 clusters Score -1.228858e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64417 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -12288804.000000 Penalty: 3735.472900
	Iteration 19Q: 3 clusters Score -1.22888e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64152 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -12288981.000000 Penalty: 3735.472900
	Iteration 20F: 3 clusters Score -1.228898e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63827 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -12289124.000000 Penalty: 3735.472900
	Iteration 21Q: 3 clusters Score -1.228912e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63504 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -12289099.000000 Penalty: 3735.472900
	Iteration 22Q: 3 clusters Score -1.22891e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63135 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -12289194.000000 Penalty: 3735.472900
	Iteration 23Q: 3 clusters Score -1.228919e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62736 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -12289194.000000 Penalty: 3735.472900
	Iteration 24Q: 3 clusters Score -1.228919e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62372 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -12289182.000000 Penalty: 3735.472900
	Iteration 25Q: 3 clusters Score -1.228918e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61984 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -12289180.000000 Penalty: 3735.472900
	Iteration 26Q: 3 clusters Score -1.228918e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -12289186.000000 Penalty: 3735.472900
	Iteration 27Q: 3 clusters Score -1.228919e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61144 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -12289172.000000 Penalty: 3735.472900
	Iteration 28Q: 3 clusters Score -1.228917e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60772 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -12289190.000000 Penalty: 3735.472900
	Iteration 29Q: 3 clusters Score -1.228919e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60399 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -12289189.000000 Penalty: 3735.472900
	Iteration 30Q: 3 clusters Score -1.228919e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60032 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -12289132.000000 Penalty: 3735.472900
	Iteration 31Q: 3 clusters Score -1.228913e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59665 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -12289162.000000 Penalty: 3735.472900
	Iteration 32Q: 3 clusters Score -1.228916e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59343 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -12289114.000000 Penalty: 3735.472900
	Iteration 33Q: 3 clusters Score -1.228911e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58995 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -12289112.000000 Penalty: 3735.472900
	Iteration 34Q: 3 clusters Score -1.228911e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58617 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -12289092.000000 Penalty: 3735.472900
	Iteration 35Q: 3 clusters Score -1.228909e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58200 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -12289082.000000 Penalty: 3735.472900
	Iteration 36Q: 3 clusters Score -1.228908e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57778 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -12289075.000000 Penalty: 3735.472900
	Iteration 37Q: 3 clusters Score -1.228908e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57331 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -12289090.000000 Penalty: 3735.472900
	Iteration 38Q: 3 clusters Score -1.228909e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56851 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -12289095.000000 Penalty: 3735.472900
	Iteration 39Q: 3 clusters Score -1.22891e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56361 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -12289041.000000 Penalty: 3735.472900
	Iteration 40F: 3 clusters Score -1.228904e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55883 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -12289019.000000 Penalty: 3735.472900
	Iteration 41Q: 3 clusters Score -1.228902e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55397 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -12289067.000000 Penalty: 3735.472900
	Iteration 42Q: 3 clusters Score -1.228907e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54935 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
Score: -12289091.000000 Penalty: 3735.472900
	Iteration 43Q: 3 clusters Score -1.228909e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54504 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
Score: -12289116.000000 Penalty: 3735.472900
	Iteration 44Q: 3 clusters Score -1.228912e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54069 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -12289112.000000 Penalty: 3735.472900
	Iteration 45Q: 3 clusters Score -1.228911e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53626 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -12289128.000000 Penalty: 3735.472900
	Iteration 46Q: 3 clusters Score -1.228913e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53183 members 
Mstep: Class 2 contains 44919 members 
Entering Unmasked Estep 
Score: -12289087.000000 Penalty: 3735.472900
	Iteration 47Q: 3 clusters Score -1.228909e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52752 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -12289062.000000 Penalty: 3735.472900
	Iteration 48Q: 3 clusters Score -1.228906e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52408 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -12289097.000000 Penalty: 3735.472900
	Iteration 49Q: 3 clusters Score -1.22891e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52088 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -12289145.000000 Penalty: 3735.472900
	Iteration 50Q: 3 clusters Score -1.228914e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51774 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -12289157.000000 Penalty: 3735.472900
	Iteration 51Q: 3 clusters Score -1.228916e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51486 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -12289149.000000 Penalty: 3735.472900
	Iteration 52Q: 3 clusters Score -1.228915e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -12289142.000000 Penalty: 3735.472900
	Iteration 53Q: 3 clusters Score -1.228914e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 47137 members 
Entering Unmasked Estep 
Score: -12289167.000000 Penalty: 3735.472900
	Iteration 54Q: 3 clusters Score -1.228917e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 47351 members 
Entering Unmasked Estep 
Score: -12289153.000000 Penalty: 3735.472900
	Iteration 55Q: 3 clusters Score -1.228915e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50591 members 
Mstep: Class 2 contains 47511 members 
Entering Unmasked Estep 
Score: -12289172.000000 Penalty: 3735.472900
	Iteration 56Q: 3 clusters Score -1.228917e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -12289201.000000 Penalty: 3735.472900
	Iteration 57Q: 3 clusters Score -1.22892e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50376 members 
Mstep: Class 2 contains 47726 members 
Entering Unmasked Estep 
Score: -12289199.000000 Penalty: 3735.472900
	Iteration 58Q: 3 clusters Score -1.22892e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -12289226.000000 Penalty: 3735.472900
	Iteration 59Q: 3 clusters Score -1.228923e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50201 members 
Mstep: Class 2 contains 47901 members 
Entering Unmasked Estep 
Score: -12289237.000000 Penalty: 3735.472900
	Iteration 60F: 3 clusters Score -1.228924e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50131 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -12289222.000000 Penalty: 3735.472900
	Iteration 61Q: 3 clusters Score -1.228922e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 48036 members 
Entering Unmasked Estep 
Score: -12289235.000000 Penalty: 3735.472900
	Iteration 62Q: 3 clusters Score -1.228924e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50017 members 
Mstep: Class 2 contains 48085 members 
Entering Unmasked Estep 
Score: -12289237.000000 Penalty: 3735.472900
	Iteration 63Q: 3 clusters Score -1.228924e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49980 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -12289216.000000 Penalty: 3735.472900
	Iteration 64Q: 3 clusters Score -1.228922e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -12289246.000000 Penalty: 3735.472900
	Iteration 65Q: 3 clusters Score -1.228925e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49909 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
Score: -12289262.000000 Penalty: 3735.472900
	Iteration 66Q: 3 clusters Score -1.228926e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49889 members 
Mstep: Class 2 contains 48213 members 
Entering Unmasked Estep 
Score: -12289265.000000 Penalty: 3735.472900
	Iteration 67Q: 3 clusters Score -1.228926e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 48235 members 
Entering Unmasked Estep 
Score: -12289267.000000 Penalty: 3735.472900
	Iteration 68Q: 3 clusters Score -1.228927e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49840 members 
Mstep: Class 2 contains 48262 members 
Entering Unmasked Estep 
Score: -12289251.000000 Penalty: 3735.472900
	Iteration 69Q: 3 clusters Score -1.228925e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49828 members 
Mstep: Class 2 contains 48274 members 
Entering Unmasked Estep 
Score: -12289243.000000 Penalty: 3735.472900
	Iteration 70Q: 3 clusters Score -1.228924e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
Score: -12289245.000000 Penalty: 3735.472900
	Iteration 71Q: 3 clusters Score -1.228924e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49794 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -12289246.000000 Penalty: 3735.472900
	Iteration 72Q: 3 clusters Score -1.228925e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49781 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -12289260.000000 Penalty: 3735.472900
	Iteration 73Q: 3 clusters Score -1.228926e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49764 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -12289255.000000 Penalty: 3735.472900
	Iteration 74Q: 3 clusters Score -1.228926e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -12289268.000000 Penalty: 3735.472900
	Iteration 75Q: 3 clusters Score -1.228927e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 48361 members 
Entering Unmasked Estep 
Score: -12289281.000000 Penalty: 3735.472900
	Iteration 76Q: 3 clusters Score -1.228928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49744 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -12289283.000000 Penalty: 3735.472900
	Iteration 77Q: 3 clusters Score -1.228928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49744 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -12289278.000000 Penalty: 3735.472900
	Iteration 78Q: 3 clusters Score -1.228928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49744 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -12289284.000000 Penalty: 3735.472900
	Iteration 79Q: 3 clusters Score -1.228928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49747 members 
Mstep: Class 2 contains 48355 members 
Entering Unmasked Estep 
Score: -12289282.000000 Penalty: 3735.472900
	Iteration 80F: 3 clusters Score -1.228928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -12289288.000000 Penalty: 3735.472900
	Iteration 81Q: 3 clusters Score -1.228929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -12289283.000000 Penalty: 3735.472900
	Iteration 82Q: 3 clusters Score -1.228928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 48352 members 
Entering Unmasked Estep 
Score: -12289290.000000 Penalty: 3735.472900
	Iteration 83Q: 3 clusters Score -1.228929e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -12289279.000000 Penalty: 3735.472900
	Iteration 84Q: 3 clusters Score -1.228928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49748 members 
Mstep: Class 2 contains 48354 members 
Entering Unmasked Estep 
Score: -12289275.000000 Penalty: 3735.472900
	Iteration 85Q: 3 clusters Score -1.228928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49745 members 
Mstep: Class 2 contains 48357 members 
Entering Unmasked Estep 
Score: -12289285.000000 Penalty: 3735.472900
	Iteration 86Q: 3 clusters Score -1.228928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49743 members 
Mstep: Class 2 contains 48359 members 
Entering Unmasked Estep 
Score: -12289276.000000 Penalty: 3735.472900
	Iteration 87Q: 3 clusters Score -1.228928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49740 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -12289285.000000 Penalty: 3735.472900
	Iteration 88Q: 3 clusters Score -1.228928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49740 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -12289284.000000 Penalty: 3735.472900
	Iteration 89Q: 3 clusters Score -1.228928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49740 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -12289283.000000 Penalty: 3735.472900
	Iteration 90Q: 3 clusters Score -1.228928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49740 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -12289290.000000 Penalty: 3735.472900
	Iteration 91Q: 3 clusters Score -1.228929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 48363 members 
Entering Unmasked Estep 
Score: -12289294.000000 Penalty: 3735.472900
	Iteration 92Q: 3 clusters Score -1.228929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 48363 members 
Entering Unmasked Estep 
Score: -12289294.000000 Penalty: 3735.472900
	Iteration 93F: 3 clusters Score -1.228929e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Entering Unmasked Estep 
Score: -991250.812500 Penalty: 1459.441528
	Iteration 0F: 2 clusters Score -991250.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -985408.312500 Penalty: 2918.883057
	Iteration 0F: 3 clusters Score -985408.3 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -987195.250000 Penalty: 2918.883057
	Iteration 1F: 3 clusters Score -987195.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -987436.375000 Penalty: 2918.883057
	Iteration 2F: 3 clusters Score -987436.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -987628.187500 Penalty: 2918.883057
	Iteration 3F: 3 clusters Score -987628.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -987761.062500 Penalty: 2918.883057
	Iteration 4Q: 3 clusters Score -987761.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -987877.437500 Penalty: 2918.883057
	Iteration 5Q: 3 clusters Score -987877.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -987998.812500 Penalty: 2918.883057
	Iteration 6Q: 3 clusters Score -987998.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -988130.312500 Penalty: 2918.883057
	Iteration 7Q: 3 clusters Score -988130.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -988293.250000 Penalty: 2918.883057
	Iteration 8Q: 3 clusters Score -988293.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -988459.625000 Penalty: 2918.883057
	Iteration 9Q: 3 clusters Score -988459.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -988653.812500 Penalty: 2918.883057
	Iteration 10Q: 3 clusters Score -988653.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -988889.750000 Penalty: 2918.883057
	Iteration 11Q: 3 clusters Score -988889.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -989120.312500 Penalty: 2918.883057
	Iteration 12Q: 3 clusters Score -989120.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -989329.625000 Penalty: 2918.883057
	Iteration 13Q: 3 clusters Score -989329.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -989450.062500 Penalty: 2918.883057
	Iteration 14Q: 3 clusters Score -989450.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -989513.437500 Penalty: 2918.883057
	Iteration 15Q: 3 clusters Score -989513.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -989562.625000 Penalty: 2918.883057
	Iteration 16Q: 3 clusters Score -989562.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -989587.187500 Penalty: 2918.883057
	Iteration 17Q: 3 clusters Score -989587.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -989604.875000 Penalty: 2918.883057
	Iteration 18Q: 3 clusters Score -989604.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -989624.875000 Penalty: 2918.883057
	Iteration 19Q: 3 clusters Score -989624.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -989640.125000 Penalty: 2918.883057
	Iteration 20F: 3 clusters Score -989640.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -989659.937500 Penalty: 2918.883057
	Iteration 21Q: 3 clusters Score -989659.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -989676.437500 Penalty: 2918.883057
	Iteration 22Q: 3 clusters Score -989676.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -989691.375000 Penalty: 2918.883057
	Iteration 23Q: 3 clusters Score -989691.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -989704.312500 Penalty: 2918.883057
	Iteration 24Q: 3 clusters Score -989704.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -989709.875000 Penalty: 2918.883057
	Iteration 25Q: 3 clusters Score -989709.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -989718.562500 Penalty: 2918.883057
	Iteration 26Q: 3 clusters Score -989718.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -989727.437500 Penalty: 2918.883057
	Iteration 27Q: 3 clusters Score -989727.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -989734.062500 Penalty: 2918.883057
	Iteration 28Q: 3 clusters Score -989734.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -989741.250000 Penalty: 2918.883057
	Iteration 29Q: 3 clusters Score -989741.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -989751.625000 Penalty: 2918.883057
	Iteration 30Q: 3 clusters Score -989751.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -989757.937500 Penalty: 2918.883057
	Iteration 31Q: 3 clusters Score -989757.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -989764.562500 Penalty: 2918.883057
	Iteration 32Q: 3 clusters Score -989764.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -989773.250000 Penalty: 2918.883057
	Iteration 33Q: 3 clusters Score -989773.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -989775.500000 Penalty: 2918.883057
	Iteration 34Q: 3 clusters Score -989775.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -989785.187500 Penalty: 2918.883057
	Iteration 35Q: 3 clusters Score -989785.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -989792.875000 Penalty: 2918.883057
	Iteration 36Q: 3 clusters Score -989792.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -989798.250000 Penalty: 2918.883057
	Iteration 37Q: 3 clusters Score -989798.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -989802.750000 Penalty: 2918.883057
	Iteration 38Q: 3 clusters Score -989802.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -989807.625000 Penalty: 2918.883057
	Iteration 39Q: 3 clusters Score -989807.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -989813.937500 Penalty: 2918.883057
	Iteration 40F: 3 clusters Score -989813.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -989814.812500 Penalty: 2918.883057
	Iteration 41Q: 3 clusters Score -989814.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -989820.312500 Penalty: 2918.883057
	Iteration 42Q: 3 clusters Score -989820.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -989822.125000 Penalty: 2918.883057
	Iteration 43Q: 3 clusters Score -989822.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -989823.937500 Penalty: 2918.883057
	Iteration 44Q: 3 clusters Score -989823.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -989824.625000 Penalty: 2918.883057
	Iteration 45Q: 3 clusters Score -989824.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -989823.625000 Penalty: 2918.883057
	Iteration 46Q: 3 clusters Score -989823.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -989825.687500 Penalty: 2918.883057
	Iteration 47Q: 3 clusters Score -989825.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -989828.125000 Penalty: 2918.883057
	Iteration 48Q: 3 clusters Score -989828.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -989826.937500 Penalty: 2918.883057
	Iteration 49Q: 3 clusters Score -989826.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -989826.500000 Penalty: 2918.883057
	Iteration 50Q: 3 clusters Score -989826.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -989827.812500 Penalty: 2918.883057
	Iteration 51Q: 3 clusters Score -989827.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -989827.812500 Penalty: 2918.883057
	Iteration 52F: 3 clusters Score -989827.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Entering Unmasked Estep 
Score: -823504.687500 Penalty: 1438.998901
	Iteration 0F: 2 clusters Score -823504.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -818288.500000 Penalty: 2877.997803
	Iteration 0F: 3 clusters Score -818288.5 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -820729.562500 Penalty: 2877.997803
	Iteration 1F: 3 clusters Score -820729.6 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -821898.000000 Penalty: 2877.997803
	Iteration 2F: 3 clusters Score -821898 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -822630.875000 Penalty: 2877.997803
	Iteration 3F: 3 clusters Score -822630.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -823037.437500 Penalty: 2877.997803
	Iteration 4F: 3 clusters Score -823037.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -823242.562500 Penalty: 2877.997803
	Iteration 5Q: 3 clusters Score -823242.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -823349.625000 Penalty: 2877.997803
	Iteration 6Q: 3 clusters Score -823349.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -823419.500000 Penalty: 2877.997803
	Iteration 7Q: 3 clusters Score -823419.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -823461.750000 Penalty: 2877.997803
	Iteration 8Q: 3 clusters Score -823461.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -823485.312500 Penalty: 2877.997803
	Iteration 9Q: 3 clusters Score -823485.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -823496.187500 Penalty: 2877.997803
	Iteration 10Q: 3 clusters Score -823496.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -823504.187500 Penalty: 2877.997803
	Iteration 11Q: 3 clusters Score -823504.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -823510.500000 Penalty: 2877.997803
	Iteration 12Q: 3 clusters Score -823510.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -823517.750000 Penalty: 2877.997803
	Iteration 13Q: 3 clusters Score -823517.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -823518.062500 Penalty: 2877.997803
	Iteration 14Q: 3 clusters Score -823518.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -823520.375000 Penalty: 2877.997803
	Iteration 15Q: 3 clusters Score -823520.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -823522.375000 Penalty: 2877.997803
	Iteration 16Q: 3 clusters Score -823522.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -823524.187500 Penalty: 2877.997803
	Iteration 17Q: 3 clusters Score -823524.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -823523.937500 Penalty: 2877.997803
	Iteration 18Q: 3 clusters Score -823523.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -823524.375000 Penalty: 2877.997803
	Iteration 19Q: 3 clusters Score -823524.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -823524.312500 Penalty: 2877.997803
	Iteration 20F: 3 clusters Score -823524.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -823525.437500 Penalty: 2877.997803
	Iteration 21Q: 3 clusters Score -823525.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -823527.187500 Penalty: 2877.997803
	Iteration 22Q: 3 clusters Score -823527.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -823526.687500 Penalty: 2877.997803
	Iteration 23Q: 3 clusters Score -823526.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -823526.187500 Penalty: 2877.997803
	Iteration 24Q: 3 clusters Score -823526.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -823526.687500 Penalty: 2877.997803
	Iteration 25Q: 3 clusters Score -823526.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -823526.750000 Penalty: 2877.997803
	Iteration 26Q: 3 clusters Score -823526.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -823526.750000 Penalty: 2877.997803
	Iteration 27Q: 3 clusters Score -823526.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -823526.750000 Penalty: 2877.997803
	Iteration 28F: 3 clusters Score -823526.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 103630 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2130 members 
Mstep: Class 5 contains 59005 members 
Mstep: Class 6 contains 25890 members 
Mstep: Class 7 contains 10329 members 
Mstep: Class 8 contains 89111 members 
Mstep: Class 9 contains 98102 members 
Mstep: Class 10 contains 7952 members 
Mstep: Class 11 contains 4536 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 70080 members 
Mstep: Class 14 contains 35420 members 
Mstep: Class 15 contains 105235 members 
Mstep: Class 16 contains 3546 members 
Mstep: Class 17 contains 7184 members 
Mstep: Class 18 contains 9742 members 
Mstep: Class 19 contains 14132 members 
Mstep: Class 20 contains 6429 members 
Mstep: Class 21 contains 2962 members 
Mstep: Class 22 contains 16247 members 
Mstep: Class 23 contains 99753 members 
Mstep: Class 24 contains 68649 members 
Mstep: Class 25 contains 34250 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2854 members 
Mstep: Class 29 contains 6959 members 
Mstep: Class 30 contains 1410 members 
Mstep: Class 31 contains 9295 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6886 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Mstep: Class 41 contains 2476 members 
Entering Unmasked Estep 
Score: -111787728.000000 Penalty: 91479.007812
Splitting cluster 11 changes total score from -111788208.000000 to -111787728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -105164.632812 Penalty: 1126.205444
	Iteration 0F: 2 clusters Score -105164.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -103754.921875 Penalty: 2252.410889
	Iteration 0F: 3 clusters Score -103754.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -104199.125000 Penalty: 2252.410889
	Iteration 1F: 3 clusters Score -104199.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -104361.101562 Penalty: 2252.410889
	Iteration 2F: 3 clusters Score -104361.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -104476.648438 Penalty: 2252.410889
	Iteration 3F: 3 clusters Score -104476.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -104579.054688 Penalty: 2252.410889
	Iteration 4F: 3 clusters Score -104579.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -104682.882812 Penalty: 2252.410889
	Iteration 5Q: 3 clusters Score -104682.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -104763.187500 Penalty: 2252.410889
	Iteration 6Q: 3 clusters Score -104763.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -104824.523438 Penalty: 2252.410889
	Iteration 7Q: 3 clusters Score -104824.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -104859.843750 Penalty: 2252.410889
	Iteration 8Q: 3 clusters Score -104859.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -104881.125000 Penalty: 2252.410889
	Iteration 9Q: 3 clusters Score -104881.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -104903.835938 Penalty: 2252.410889
	Iteration 10Q: 3 clusters Score -104903.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -104912.867188 Penalty: 2252.410889
	Iteration 11Q: 3 clusters Score -104912.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -104918.179688 Penalty: 2252.410889
	Iteration 12Q: 3 clusters Score -104918.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -104922.796875 Penalty: 2252.410889
	Iteration 13Q: 3 clusters Score -104922.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -104925.406250 Penalty: 2252.410889
	Iteration 14Q: 3 clusters Score -104925.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -104927.304688 Penalty: 2252.410889
	Iteration 15Q: 3 clusters Score -104927.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -104928.828125 Penalty: 2252.410889
	Iteration 16Q: 3 clusters Score -104928.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -104929.539062 Penalty: 2252.410889
	Iteration 17Q: 3 clusters Score -104929.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -104931.765625 Penalty: 2252.410889
	Iteration 18Q: 3 clusters Score -104931.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -104931.765625 Penalty: 2252.410889
	Iteration 19F: 3 clusters Score -104931.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (70080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70080 members 
Entering Unmasked Estep 
Score: -8869724.000000 Penalty: 1813.076294
	Iteration 0F: 2 clusters Score -8869724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -8823041.000000 Penalty: 3626.152588
	Iteration 0F: 3 clusters Score -8823041 nChanged 33403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -8842428.000000 Penalty: 3626.152588
	Iteration 1F: 3 clusters Score -8842428 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -8843158.000000 Penalty: 3626.152588
	Iteration 2Q: 3 clusters Score -8843158 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -8843964.000000 Penalty: 3626.152588
	Iteration 3Q: 3 clusters Score -8843964 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -8845238.000000 Penalty: 3626.152588
	Iteration 4Q: 3 clusters Score -8845238 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -8847053.000000 Penalty: 3626.152588
	Iteration 5F: 3 clusters Score -8847053 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 47717 members 
Entering Unmasked Estep 
Score: -8849764.000000 Penalty: 3626.152588
	Iteration 6F: 3 clusters Score -8849764 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 52614 members 
Entering Unmasked Estep 
Score: -8853682.000000 Penalty: 3626.152588
	Iteration 7F: 3 clusters Score -8853682 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 57578 members 
Entering Unmasked Estep 
Score: -8858252.000000 Penalty: 3626.152588
	Iteration 8F: 3 clusters Score -8858252 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 61742 members 
Entering Unmasked Estep 
Score: -8862464.000000 Penalty: 3626.152588
	Iteration 9F: 3 clusters Score -8862464 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 64371 members 
Entering Unmasked Estep 
Score: -8865000.000000 Penalty: 3626.152588
	Iteration 10Q: 3 clusters Score -8865000 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 65848 members 
Entering Unmasked Estep 
Score: -8866416.000000 Penalty: 3626.152588
	Iteration 11Q: 3 clusters Score -8866416 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 66704 members 
Entering Unmasked Estep 
Score: -8867080.000000 Penalty: 3626.152588
	Iteration 12Q: 3 clusters Score -8867080 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 67286 members 
Entering Unmasked Estep 
Score: -8867485.000000 Penalty: 3626.152588
	Iteration 13Q: 3 clusters Score -8867485 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 67702 members 
Entering Unmasked Estep 
Score: -8867763.000000 Penalty: 3626.152588
	Iteration 14Q: 3 clusters Score -8867763 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 68003 members 
Entering Unmasked Estep 
Score: -8867926.000000 Penalty: 3626.152588
	Iteration 15Q: 3 clusters Score -8867926 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 68233 members 
Entering Unmasked Estep 
Score: -8868115.000000 Penalty: 3626.152588
	Iteration 16Q: 3 clusters Score -8868115 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 68418 members 
Entering Unmasked Estep 
Score: -8868268.000000 Penalty: 3626.152588
	Iteration 17Q: 3 clusters Score -8868268 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 68572 members 
Entering Unmasked Estep 
Score: -8868403.000000 Penalty: 3626.152588
	Iteration 18Q: 3 clusters Score -8868403 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 68686 members 
Entering Unmasked Estep 
Score: -8868475.000000 Penalty: 3626.152588
	Iteration 19Q: 3 clusters Score -8868475 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 68768 members 
Entering Unmasked Estep 
Score: -8868525.000000 Penalty: 3626.152588
	Iteration 20F: 3 clusters Score -8868525 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 68814 members 
Entering Unmasked Estep 
Score: -8868544.000000 Penalty: 3626.152588
	Iteration 21Q: 3 clusters Score -8868544 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 68851 members 
Entering Unmasked Estep 
Score: -8868597.000000 Penalty: 3626.152588
	Iteration 22Q: 3 clusters Score -8868597 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 68879 members 
Entering Unmasked Estep 
Score: -8868625.000000 Penalty: 3626.152588
	Iteration 23Q: 3 clusters Score -8868625 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 68900 members 
Entering Unmasked Estep 
Score: -8868616.000000 Penalty: 3626.152588
	Iteration 24Q: 3 clusters Score -8868616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 68916 members 
Entering Unmasked Estep 
Score: -8868624.000000 Penalty: 3626.152588
	Iteration 25Q: 3 clusters Score -8868624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 68923 members 
Entering Unmasked Estep 
Score: -8868621.000000 Penalty: 3626.152588
	Iteration 26Q: 3 clusters Score -8868621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 68928 members 
Entering Unmasked Estep 
Score: -8868623.000000 Penalty: 3626.152588
	Iteration 27Q: 3 clusters Score -8868623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 68931 members 
Entering Unmasked Estep 
Score: -8868635.000000 Penalty: 3626.152588
	Iteration 28Q: 3 clusters Score -8868635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 68933 members 
Entering Unmasked Estep 
Score: -8868641.000000 Penalty: 3626.152588
	Iteration 29Q: 3 clusters Score -8868641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 68933 members 
Entering Unmasked Estep 
Score: -8868642.000000 Penalty: 3626.152588
	Iteration 30Q: 3 clusters Score -8868642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 68935 members 
Entering Unmasked Estep 
Score: -8868635.000000 Penalty: 3626.152588
	Iteration 31Q: 3 clusters Score -8868635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 68939 members 
Entering Unmasked Estep 
Score: -8868637.000000 Penalty: 3626.152588
	Iteration 32Q: 3 clusters Score -8868637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 68944 members 
Entering Unmasked Estep 
Score: -8868636.000000 Penalty: 3626.152588
	Iteration 33Q: 3 clusters Score -8868636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 68947 members 
Entering Unmasked Estep 
Score: -8868638.000000 Penalty: 3626.152588
	Iteration 34Q: 3 clusters Score -8868638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 68951 members 
Entering Unmasked Estep 
Score: -8868644.000000 Penalty: 3626.152588
	Iteration 35Q: 3 clusters Score -8868644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 68958 members 
Entering Unmasked Estep 
Score: -8868646.000000 Penalty: 3626.152588
	Iteration 36Q: 3 clusters Score -8868646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 68964 members 
Entering Unmasked Estep 
Score: -8868655.000000 Penalty: 3626.152588
	Iteration 37Q: 3 clusters Score -8868655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 68963 members 
Entering Unmasked Estep 
Score: -8868649.000000 Penalty: 3626.152588
	Iteration 38Q: 3 clusters Score -8868649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 68965 members 
Entering Unmasked Estep 
Score: -8868654.000000 Penalty: 3626.152588
	Iteration 39Q: 3 clusters Score -8868654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 68967 members 
Entering Unmasked Estep 
Score: -8868654.000000 Penalty: 3626.152588
	Iteration 40F: 3 clusters Score -8868654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 68967 members 
Entering Unmasked Estep 
Score: -8868656.000000 Penalty: 3626.152588
	Iteration 41Q: 3 clusters Score -8868656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 68964 members 
Entering Unmasked Estep 
Score: -8868654.000000 Penalty: 3626.152588
	Iteration 42Q: 3 clusters Score -8868654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 68965 members 
Entering Unmasked Estep 
Score: -8868658.000000 Penalty: 3626.152588
	Iteration 43Q: 3 clusters Score -8868658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 68967 members 
Entering Unmasked Estep 
Score: -8868657.000000 Penalty: 3626.152588
	Iteration 44Q: 3 clusters Score -8868657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 68969 members 
Entering Unmasked Estep 
Score: -8868658.000000 Penalty: 3626.152588
	Iteration 45Q: 3 clusters Score -8868658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 68971 members 
Entering Unmasked Estep 
Score: -8868658.000000 Penalty: 3626.152588
	Iteration 46Q: 3 clusters Score -8868658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 68974 members 
Entering Unmasked Estep 
Score: -8868664.000000 Penalty: 3626.152588
	Iteration 47Q: 3 clusters Score -8868664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 68975 members 
Entering Unmasked Estep 
Score: -8868660.000000 Penalty: 3626.152588
	Iteration 48Q: 3 clusters Score -8868660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 68973 members 
Entering Unmasked Estep 
Score: -8868658.000000 Penalty: 3626.152588
	Iteration 49Q: 3 clusters Score -8868658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 68973 members 
Entering Unmasked Estep 
Score: -8868658.000000 Penalty: 3626.152588
	Iteration 50F: 3 clusters Score -8868658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Entering Unmasked Estep 
Score: -4353890.500000 Penalty: 1702.192627
	Iteration 0F: 2 clusters Score -4353890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -4330038.500000 Penalty: 3404.385254
	Iteration 0F: 3 clusters Score -4330038 nChanged 16477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -4339654.000000 Penalty: 3404.385254
	Iteration 1F: 3 clusters Score -4339654 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -4340427.000000 Penalty: 3404.385254
	Iteration 2F: 3 clusters Score -4340427 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -4341163.500000 Penalty: 3404.385254
	Iteration 3F: 3 clusters Score -4341164 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -4341867.500000 Penalty: 3404.385254
	Iteration 4Q: 3 clusters Score -4341868 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -4342663.000000 Penalty: 3404.385254
	Iteration 5Q: 3 clusters Score -4342663 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -4343692.500000 Penalty: 3404.385254
	Iteration 6F: 3 clusters Score -4343692 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -4344952.000000 Penalty: 3404.385254
	Iteration 7F: 3 clusters Score -4344952 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -4346478.500000 Penalty: 3404.385254
	Iteration 8F: 3 clusters Score -4346478 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -4348025.500000 Penalty: 3404.385254
	Iteration 9F: 3 clusters Score -4348026 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -4349211.000000 Penalty: 3404.385254
	Iteration 10Q: 3 clusters Score -4349211 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -4350054.500000 Penalty: 3404.385254
	Iteration 11Q: 3 clusters Score -4350054 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -4350687.000000 Penalty: 3404.385254
	Iteration 12Q: 3 clusters Score -4350687 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -4351242.500000 Penalty: 3404.385254
	Iteration 13Q: 3 clusters Score -4351242 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -4351701.500000 Penalty: 3404.385254
	Iteration 14Q: 3 clusters Score -4351702 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -4352116.500000 Penalty: 3404.385254
	Iteration 15Q: 3 clusters Score -4352116 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -4352541.000000 Penalty: 3404.385254
	Iteration 16Q: 3 clusters Score -4352541 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -4352913.500000 Penalty: 3404.385254
	Iteration 17Q: 3 clusters Score -4352914 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -4353176.000000 Penalty: 3404.385254
	Iteration 18Q: 3 clusters Score -4353176 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -4353374.500000 Penalty: 3404.385254
	Iteration 19Q: 3 clusters Score -4353374 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -4353513.500000 Penalty: 3404.385254
	Iteration 20F: 3 clusters Score -4353514 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -4353587.500000 Penalty: 3404.385254
	Iteration 21Q: 3 clusters Score -4353588 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -4353598.500000 Penalty: 3404.385254
	Iteration 22Q: 3 clusters Score -4353598 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -4353630.000000 Penalty: 3404.385254
	Iteration 23Q: 3 clusters Score -4353630 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -4353653.000000 Penalty: 3404.385254
	Iteration 24Q: 3 clusters Score -4353653 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -4353661.000000 Penalty: 3404.385254
	Iteration 25Q: 3 clusters Score -4353661 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -4353654.000000 Penalty: 3404.385254
	Iteration 26Q: 3 clusters Score -4353654 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -4353669.500000 Penalty: 3404.385254
	Iteration 27Q: 3 clusters Score -4353670 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -4353676.000000 Penalty: 3404.385254
	Iteration 28Q: 3 clusters Score -4353676 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -4353680.500000 Penalty: 3404.385254
	Iteration 29Q: 3 clusters Score -4353680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -4353684.000000 Penalty: 3404.385254
	Iteration 30Q: 3 clusters Score -4353684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -4353677.500000 Penalty: 3404.385254
	Iteration 31Q: 3 clusters Score -4353678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -4353673.000000 Penalty: 3404.385254
	Iteration 32Q: 3 clusters Score -4353673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -4353678.000000 Penalty: 3404.385254
	Iteration 33Q: 3 clusters Score -4353678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -4353678.000000 Penalty: 3404.385254
	Iteration 34Q: 3 clusters Score -4353678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -4353677.500000 Penalty: 3404.385254
	Iteration 35Q: 3 clusters Score -4353678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -4353680.500000 Penalty: 3404.385254
	Iteration 36Q: 3 clusters Score -4353680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -4353682.000000 Penalty: 3404.385254
	Iteration 37Q: 3 clusters Score -4353682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -4353686.500000 Penalty: 3404.385254
	Iteration 38Q: 3 clusters Score -4353686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -4353685.500000 Penalty: 3404.385254
	Iteration 39Q: 3 clusters Score -4353686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -4353687.500000 Penalty: 3404.385254
	Iteration 40F: 3 clusters Score -4353688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (105235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105235 members 
Entering Unmasked Estep 
Score: -13199930.000000 Penalty: 1879.142090
	Iteration 0F: 2 clusters Score -1.319993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 52521 members 
Entering Unmasked Estep 
Score: -13130959.000000 Penalty: 3758.284180
	Iteration 0F: 3 clusters Score -1.313096e+07 nChanged 50356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53878 members 
Mstep: Class 2 contains 51357 members 
Entering Unmasked Estep 
Score: -13160622.000000 Penalty: 3758.284180
	Iteration 1F: 3 clusters Score -1.316062e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54434 members 
Mstep: Class 2 contains 50801 members 
Entering Unmasked Estep 
Score: -13161233.000000 Penalty: 3758.284180
	Iteration 2Q: 3 clusters Score -1.316123e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55308 members 
Mstep: Class 2 contains 49927 members 
Entering Unmasked Estep 
Score: -13161936.000000 Penalty: 3758.284180
	Iteration 3Q: 3 clusters Score -1.316194e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56687 members 
Mstep: Class 2 contains 48548 members 
Entering Unmasked Estep 
Score: -13162740.000000 Penalty: 3758.284180
	Iteration 4Q: 3 clusters Score -1.316274e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58827 members 
Mstep: Class 2 contains 46408 members 
Entering Unmasked Estep 
Score: -13164076.000000 Penalty: 3758.284180
	Iteration 5Q: 3 clusters Score -1.316408e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62060 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -13165825.000000 Penalty: 3758.284180
	Iteration 6Q: 3 clusters Score -1.316582e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66658 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -13168292.000000 Penalty: 3758.284180
	Iteration 7Q: 3 clusters Score -1.316829e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72822 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -13172161.000000 Penalty: 3758.284180
	Iteration 8F: 3 clusters Score -1.317216e+07 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80391 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -13177598.000000 Penalty: 3758.284180
	Iteration 9F: 3 clusters Score -1.31776e+07 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88235 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -13183553.000000 Penalty: 3758.284180
	Iteration 10F: 3 clusters Score -1.318355e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94523 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -13191358.000000 Penalty: 3758.284180
	Iteration 11F: 3 clusters Score -1.319136e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98860 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -13195780.000000 Penalty: 3758.284180
	Iteration 12Q: 3 clusters Score -1.319578e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101506 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -13197538.000000 Penalty: 3758.284180
	Iteration 13Q: 3 clusters Score -1.319754e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102953 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -13198251.000000 Penalty: 3758.284180
	Iteration 14Q: 3 clusters Score -1.319825e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103683 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -13198538.000000 Penalty: 3758.284180
	Iteration 15Q: 3 clusters Score -1.319854e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104039 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -13198639.000000 Penalty: 3758.284180
	Iteration 16Q: 3 clusters Score -1.319864e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104215 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -13198734.000000 Penalty: 3758.284180
	Iteration 17Q: 3 clusters Score -1.319873e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104297 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -13198850.000000 Penalty: 3758.284180
	Iteration 18Q: 3 clusters Score -1.319885e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104342 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -13198919.000000 Penalty: 3758.284180
	Iteration 19Q: 3 clusters Score -1.319892e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104357 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -13198938.000000 Penalty: 3758.284180
	Iteration 20F: 3 clusters Score -1.319894e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104369 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -13198955.000000 Penalty: 3758.284180
	Iteration 21Q: 3 clusters Score -1.319896e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104379 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -13198975.000000 Penalty: 3758.284180
	Iteration 22Q: 3 clusters Score -1.319898e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104387 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -13198978.000000 Penalty: 3758.284180
	Iteration 23Q: 3 clusters Score -1.319898e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104394 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -13198977.000000 Penalty: 3758.284180
	Iteration 24Q: 3 clusters Score -1.319898e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104406 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -13198986.000000 Penalty: 3758.284180
	Iteration 25Q: 3 clusters Score -1.319899e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104412 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -13198994.000000 Penalty: 3758.284180
	Iteration 26Q: 3 clusters Score -1.319899e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104422 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -13198978.000000 Penalty: 3758.284180
	Iteration 27Q: 3 clusters Score -1.319898e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104426 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -13198991.000000 Penalty: 3758.284180
	Iteration 28Q: 3 clusters Score -1.319899e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104427 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -13198997.000000 Penalty: 3758.284180
	Iteration 29Q: 3 clusters Score -1.3199e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104435 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -13198994.000000 Penalty: 3758.284180
	Iteration 30Q: 3 clusters Score -1.319899e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104438 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -13198992.000000 Penalty: 3758.284180
	Iteration 31Q: 3 clusters Score -1.319899e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104439 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -13199010.000000 Penalty: 3758.284180
	Iteration 32Q: 3 clusters Score -1.319901e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104437 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -13199015.000000 Penalty: 3758.284180
	Iteration 33Q: 3 clusters Score -1.319902e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104440 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -13199017.000000 Penalty: 3758.284180
	Iteration 34Q: 3 clusters Score -1.319902e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104442 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -13199023.000000 Penalty: 3758.284180
	Iteration 35Q: 3 clusters Score -1.319902e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104438 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -13199042.000000 Penalty: 3758.284180
	Iteration 36Q: 3 clusters Score -1.319904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104433 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -13199037.000000 Penalty: 3758.284180
	Iteration 37Q: 3 clusters Score -1.319904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104429 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -13199043.000000 Penalty: 3758.284180
	Iteration 38Q: 3 clusters Score -1.319904e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104431 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -13199048.000000 Penalty: 3758.284180
	Iteration 39Q: 3 clusters Score -1.319905e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104437 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -13199049.000000 Penalty: 3758.284180
	Iteration 40F: 3 clusters Score -1.319905e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104439 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -13199055.000000 Penalty: 3758.284180
	Iteration 41Q: 3 clusters Score -1.319906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104438 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -13199062.000000 Penalty: 3758.284180
	Iteration 42Q: 3 clusters Score -1.319906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104438 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -13199073.000000 Penalty: 3758.284180
	Iteration 43Q: 3 clusters Score -1.319907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104437 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -13199069.000000 Penalty: 3758.284180
	Iteration 44Q: 3 clusters Score -1.319907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104435 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -13199074.000000 Penalty: 3758.284180
	Iteration 45Q: 3 clusters Score -1.319907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104434 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -13199066.000000 Penalty: 3758.284180
	Iteration 46Q: 3 clusters Score -1.319907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104431 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -13199068.000000 Penalty: 3758.284180
	Iteration 47Q: 3 clusters Score -1.319907e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104431 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -13199068.000000 Penalty: 3758.284180
	Iteration 48F: 3 clusters Score -1.319907e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Entering Unmasked Estep 
Score: -441866.093750 Penalty: 1328.206055
	Iteration 0F: 2 clusters Score -441866.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -438791.343750 Penalty: 2656.412109
	Iteration 0F: 3 clusters Score -438791.3 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -439707.812500 Penalty: 2656.412109
	Iteration 1F: 3 clusters Score -439707.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -440289.906250 Penalty: 2656.412109
	Iteration 2F: 3 clusters Score -440289.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -440821.031250 Penalty: 2656.412109
	Iteration 3F: 3 clusters Score -440821 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -441149.656250 Penalty: 2656.412109
	Iteration 4F: 3 clusters Score -441149.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -441350.187500 Penalty: 2656.412109
	Iteration 5F: 3 clusters Score -441350.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -441457.812500 Penalty: 2656.412109
	Iteration 6Q: 3 clusters Score -441457.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -441530.093750 Penalty: 2656.412109
	Iteration 7Q: 3 clusters Score -441530.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -441576.593750 Penalty: 2656.412109
	Iteration 8Q: 3 clusters Score -441576.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -441615.531250 Penalty: 2656.412109
	Iteration 9Q: 3 clusters Score -441615.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -441647.875000 Penalty: 2656.412109
	Iteration 10Q: 3 clusters Score -441647.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -441678.093750 Penalty: 2656.412109
	Iteration 11Q: 3 clusters Score -441678.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -441701.781250 Penalty: 2656.412109
	Iteration 12Q: 3 clusters Score -441701.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -441715.625000 Penalty: 2656.412109
	Iteration 13Q: 3 clusters Score -441715.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -441727.375000 Penalty: 2656.412109
	Iteration 14Q: 3 clusters Score -441727.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -441734.093750 Penalty: 2656.412109
	Iteration 15Q: 3 clusters Score -441734.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -441745.625000 Penalty: 2656.412109
	Iteration 16Q: 3 clusters Score -441745.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -441756.031250 Penalty: 2656.412109
	Iteration 17Q: 3 clusters Score -441756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -441765.281250 Penalty: 2656.412109
	Iteration 18Q: 3 clusters Score -441765.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -441772.562500 Penalty: 2656.412109
	Iteration 19Q: 3 clusters Score -441772.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -441776.968750 Penalty: 2656.412109
	Iteration 20F: 3 clusters Score -441777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -441781.968750 Penalty: 2656.412109
	Iteration 21Q: 3 clusters Score -441782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -441788.875000 Penalty: 2656.412109
	Iteration 22Q: 3 clusters Score -441788.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -441793.093750 Penalty: 2656.412109
	Iteration 23Q: 3 clusters Score -441793.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -441793.281250 Penalty: 2656.412109
	Iteration 24Q: 3 clusters Score -441793.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -441793.875000 Penalty: 2656.412109
	Iteration 25Q: 3 clusters Score -441793.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -441793.875000 Penalty: 2656.412109
	Iteration 26F: 3 clusters Score -441793.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Entering Unmasked Estep 
Score: -852427.000000 Penalty: 1442.936890
	Iteration 0F: 2 clusters Score -852427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -847083.562500 Penalty: 2885.873779
	Iteration 0F: 3 clusters Score -847083.6 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -848841.500000 Penalty: 2885.873779
	Iteration 1F: 3 clusters Score -848841.5 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -849313.375000 Penalty: 2885.873779
	Iteration 2F: 3 clusters Score -849313.4 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -849794.062500 Penalty: 2885.873779
	Iteration 3F: 3 clusters Score -849794.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -850192.625000 Penalty: 2885.873779
	Iteration 4F: 3 clusters Score -850192.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -850472.812500 Penalty: 2885.873779
	Iteration 5F: 3 clusters Score -850472.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -850686.125000 Penalty: 2885.873779
	Iteration 6Q: 3 clusters Score -850686.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -850851.750000 Penalty: 2885.873779
	Iteration 7Q: 3 clusters Score -850851.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -850989.812500 Penalty: 2885.873779
	Iteration 8Q: 3 clusters Score -850989.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -851098.937500 Penalty: 2885.873779
	Iteration 9Q: 3 clusters Score -851098.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -851182.875000 Penalty: 2885.873779
	Iteration 10Q: 3 clusters Score -851182.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -851271.500000 Penalty: 2885.873779
	Iteration 11Q: 3 clusters Score -851271.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -851368.125000 Penalty: 2885.873779
	Iteration 12Q: 3 clusters Score -851368.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -851478.125000 Penalty: 2885.873779
	Iteration 13Q: 3 clusters Score -851478.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -851550.250000 Penalty: 2885.873779
	Iteration 14Q: 3 clusters Score -851550.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -851590.500000 Penalty: 2885.873779
	Iteration 15Q: 3 clusters Score -851590.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -851615.812500 Penalty: 2885.873779
	Iteration 16Q: 3 clusters Score -851615.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -851627.375000 Penalty: 2885.873779
	Iteration 17Q: 3 clusters Score -851627.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -851630.187500 Penalty: 2885.873779
	Iteration 18Q: 3 clusters Score -851630.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -851636.625000 Penalty: 2885.873779
	Iteration 19Q: 3 clusters Score -851636.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -851639.812500 Penalty: 2885.873779
	Iteration 20F: 3 clusters Score -851639.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -851640.750000 Penalty: 2885.873779
	Iteration 21Q: 3 clusters Score -851640.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -851641.687500 Penalty: 2885.873779
	Iteration 22Q: 3 clusters Score -851641.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -851641.750000 Penalty: 2885.873779
	Iteration 23Q: 3 clusters Score -851641.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -851643.812500 Penalty: 2885.873779
	Iteration 24Q: 3 clusters Score -851643.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -851643.437500 Penalty: 2885.873779
	Iteration 25Q: 3 clusters Score -851643.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -851643.937500 Penalty: 2885.873779
	Iteration 26Q: 3 clusters Score -851643.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -851643.937500 Penalty: 2885.873779
	Iteration 27F: 3 clusters Score -851643.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Entering Unmasked Estep 
Score: -1206932.750000 Penalty: 1492.432861
	Iteration 0F: 2 clusters Score -1206933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1199904.750000 Penalty: 2984.865723
	Iteration 0F: 3 clusters Score -1199905 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1202166.250000 Penalty: 2984.865723
	Iteration 1F: 3 clusters Score -1202166 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1202433.750000 Penalty: 2984.865723
	Iteration 2F: 3 clusters Score -1202434 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1202690.875000 Penalty: 2984.865723
	Iteration 3F: 3 clusters Score -1202691 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1202932.125000 Penalty: 2984.865723
	Iteration 4F: 3 clusters Score -1202932 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1203167.125000 Penalty: 2984.865723
	Iteration 5Q: 3 clusters Score -1203167 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1203405.875000 Penalty: 2984.865723
	Iteration 6Q: 3 clusters Score -1203406 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1203599.750000 Penalty: 2984.865723
	Iteration 7Q: 3 clusters Score -1203600 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1203763.250000 Penalty: 2984.865723
	Iteration 8Q: 3 clusters Score -1203763 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1203946.000000 Penalty: 2984.865723
	Iteration 9Q: 3 clusters Score -1203946 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1204148.250000 Penalty: 2984.865723
	Iteration 10Q: 3 clusters Score -1204148 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1204343.625000 Penalty: 2984.865723
	Iteration 11Q: 3 clusters Score -1204344 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1204511.125000 Penalty: 2984.865723
	Iteration 12Q: 3 clusters Score -1204511 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1204671.875000 Penalty: 2984.865723
	Iteration 13Q: 3 clusters Score -1204672 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1204804.375000 Penalty: 2984.865723
	Iteration 14Q: 3 clusters Score -1204804 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1204923.250000 Penalty: 2984.865723
	Iteration 15Q: 3 clusters Score -1204923 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1205030.750000 Penalty: 2984.865723
	Iteration 16Q: 3 clusters Score -1205031 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1205117.250000 Penalty: 2984.865723
	Iteration 17Q: 3 clusters Score -1205117 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1205197.625000 Penalty: 2984.865723
	Iteration 18Q: 3 clusters Score -1205198 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1205257.625000 Penalty: 2984.865723
	Iteration 19Q: 3 clusters Score -1205258 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1205318.125000 Penalty: 2984.865723
	Iteration 20F: 3 clusters Score -1205318 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1205356.875000 Penalty: 2984.865723
	Iteration 21Q: 3 clusters Score -1205357 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1205392.125000 Penalty: 2984.865723
	Iteration 22Q: 3 clusters Score -1205392 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1205430.375000 Penalty: 2984.865723
	Iteration 23Q: 3 clusters Score -1205430 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1205462.375000 Penalty: 2984.865723
	Iteration 24Q: 3 clusters Score -1205462 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1205489.875000 Penalty: 2984.865723
	Iteration 25Q: 3 clusters Score -1205490 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1205529.875000 Penalty: 2984.865723
	Iteration 26Q: 3 clusters Score -1205530 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1205567.750000 Penalty: 2984.865723
	Iteration 27Q: 3 clusters Score -1205568 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1205607.250000 Penalty: 2984.865723
	Iteration 28Q: 3 clusters Score -1205607 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1205647.500000 Penalty: 2984.865723
	Iteration 29Q: 3 clusters Score -1205648 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1205691.000000 Penalty: 2984.865723
	Iteration 30Q: 3 clusters Score -1205691 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1205719.500000 Penalty: 2984.865723
	Iteration 31Q: 3 clusters Score -1205720 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1205742.375000 Penalty: 2984.865723
	Iteration 32Q: 3 clusters Score -1205742 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1205763.625000 Penalty: 2984.865723
	Iteration 33Q: 3 clusters Score -1205764 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1205790.250000 Penalty: 2984.865723
	Iteration 34Q: 3 clusters Score -1205790 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1205814.500000 Penalty: 2984.865723
	Iteration 35Q: 3 clusters Score -1205814 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1205832.375000 Penalty: 2984.865723
	Iteration 36Q: 3 clusters Score -1205832 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1205845.750000 Penalty: 2984.865723
	Iteration 37Q: 3 clusters Score -1205846 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1205858.125000 Penalty: 2984.865723
	Iteration 38Q: 3 clusters Score -1205858 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1205872.250000 Penalty: 2984.865723
	Iteration 39Q: 3 clusters Score -1205872 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1205878.375000 Penalty: 2984.865723
	Iteration 40F: 3 clusters Score -1205878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1205882.250000 Penalty: 2984.865723
	Iteration 41Q: 3 clusters Score -1205882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1205886.500000 Penalty: 2984.865723
	Iteration 42Q: 3 clusters Score -1205886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1205890.125000 Penalty: 2984.865723
	Iteration 43Q: 3 clusters Score -1205890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1205892.000000 Penalty: 2984.865723
	Iteration 44Q: 3 clusters Score -1205892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1205891.750000 Penalty: 2984.865723
	Iteration 45Q: 3 clusters Score -1205892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1205893.500000 Penalty: 2984.865723
	Iteration 46Q: 3 clusters Score -1205894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1205895.125000 Penalty: 2984.865723
	Iteration 47Q: 3 clusters Score -1205895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1205896.625000 Penalty: 2984.865723
	Iteration 48Q: 3 clusters Score -1205897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1205894.750000 Penalty: 2984.865723
	Iteration 49Q: 3 clusters Score -1205895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1205896.625000 Penalty: 2984.865723
	Iteration 50Q: 3 clusters Score -1205897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1205897.625000 Penalty: 2984.865723
	Iteration 51Q: 3 clusters Score -1205898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1205899.375000 Penalty: 2984.865723
	Iteration 52Q: 3 clusters Score -1205899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1205901.875000 Penalty: 2984.865723
	Iteration 53Q: 3 clusters Score -1205902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1205903.375000 Penalty: 2984.865723
	Iteration 54Q: 3 clusters Score -1205903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1205906.125000 Penalty: 2984.865723
	Iteration 55Q: 3 clusters Score -1205906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1205905.500000 Penalty: 2984.865723
	Iteration 56Q: 3 clusters Score -1205906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1205905.625000 Penalty: 2984.865723
	Iteration 57Q: 3 clusters Score -1205906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1205903.750000 Penalty: 2984.865723
	Iteration 58Q: 3 clusters Score -1205904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1205905.250000 Penalty: 2984.865723
	Iteration 59Q: 3 clusters Score -1205905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1205906.250000 Penalty: 2984.865723
	Iteration 60F: 3 clusters Score -1205906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1205907.500000 Penalty: 2984.865723
	Iteration 61Q: 3 clusters Score -1205908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1205908.500000 Penalty: 2984.865723
	Iteration 62Q: 3 clusters Score -1205908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1205909.250000 Penalty: 2984.865723
	Iteration 63Q: 3 clusters Score -1205909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1205909.875000 Penalty: 2984.865723
	Iteration 64Q: 3 clusters Score -1205910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1205908.500000 Penalty: 2984.865723
	Iteration 65Q: 3 clusters Score -1205908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1205909.625000 Penalty: 2984.865723
	Iteration 66Q: 3 clusters Score -1205910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1205911.125000 Penalty: 2984.865723
	Iteration 67Q: 3 clusters Score -1205911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1205911.500000 Penalty: 2984.865723
	Iteration 68Q: 3 clusters Score -1205912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1205911.750000 Penalty: 2984.865723
	Iteration 69Q: 3 clusters Score -1205912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1205911.250000 Penalty: 2984.865723
	Iteration 70Q: 3 clusters Score -1205911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1205913.625000 Penalty: 2984.865723
	Iteration 71Q: 3 clusters Score -1205914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1205911.750000 Penalty: 2984.865723
	Iteration 72Q: 3 clusters Score -1205912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1205911.625000 Penalty: 2984.865723
	Iteration 73Q: 3 clusters Score -1205912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1205911.625000 Penalty: 2984.865723
	Iteration 74F: 3 clusters Score -1205912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Entering Unmasked Estep 
Score: -1760816.750000 Penalty: 1552.882080
	Iteration 0F: 2 clusters Score -1760817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1750949.375000 Penalty: 3105.764160
	Iteration 0F: 3 clusters Score -1750949 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1754526.875000 Penalty: 3105.764160
	Iteration 1F: 3 clusters Score -1754527 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1754866.250000 Penalty: 3105.764160
	Iteration 2F: 3 clusters Score -1754866 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1755190.750000 Penalty: 3105.764160
	Iteration 3F: 3 clusters Score -1755191 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1755536.000000 Penalty: 3105.764160
	Iteration 4Q: 3 clusters Score -1755536 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1755916.625000 Penalty: 3105.764160
	Iteration 5Q: 3 clusters Score -1755917 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1756387.125000 Penalty: 3105.764160
	Iteration 6F: 3 clusters Score -1756387 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1756936.625000 Penalty: 3105.764160
	Iteration 7F: 3 clusters Score -1756937 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1757484.000000 Penalty: 3105.764160
	Iteration 8F: 3 clusters Score -1757484 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1757907.500000 Penalty: 3105.764160
	Iteration 9Q: 3 clusters Score -1757908 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1758290.000000 Penalty: 3105.764160
	Iteration 10Q: 3 clusters Score -1758290 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1758572.875000 Penalty: 3105.764160
	Iteration 11Q: 3 clusters Score -1758573 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1758755.625000 Penalty: 3105.764160
	Iteration 12Q: 3 clusters Score -1758756 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1758874.250000 Penalty: 3105.764160
	Iteration 13Q: 3 clusters Score -1758874 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1758974.625000 Penalty: 3105.764160
	Iteration 14Q: 3 clusters Score -1758975 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1759054.125000 Penalty: 3105.764160
	Iteration 15Q: 3 clusters Score -1759054 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1759141.875000 Penalty: 3105.764160
	Iteration 16Q: 3 clusters Score -1759142 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1759206.625000 Penalty: 3105.764160
	Iteration 17Q: 3 clusters Score -1759207 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1759262.500000 Penalty: 3105.764160
	Iteration 18Q: 3 clusters Score -1759262 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1759327.125000 Penalty: 3105.764160
	Iteration 19Q: 3 clusters Score -1759327 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1759375.375000 Penalty: 3105.764160
	Iteration 20F: 3 clusters Score -1759375 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1759431.750000 Penalty: 3105.764160
	Iteration 21Q: 3 clusters Score -1759432 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1759482.250000 Penalty: 3105.764160
	Iteration 22Q: 3 clusters Score -1759482 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1759542.125000 Penalty: 3105.764160
	Iteration 23Q: 3 clusters Score -1759542 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1759581.875000 Penalty: 3105.764160
	Iteration 24Q: 3 clusters Score -1759582 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1759630.375000 Penalty: 3105.764160
	Iteration 25Q: 3 clusters Score -1759630 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1759682.250000 Penalty: 3105.764160
	Iteration 26Q: 3 clusters Score -1759682 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1759731.750000 Penalty: 3105.764160
	Iteration 27Q: 3 clusters Score -1759732 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1759788.125000 Penalty: 3105.764160
	Iteration 28Q: 3 clusters Score -1759788 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1759839.625000 Penalty: 3105.764160
	Iteration 29Q: 3 clusters Score -1759840 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1759911.000000 Penalty: 3105.764160
	Iteration 30Q: 3 clusters Score -1759911 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1759996.750000 Penalty: 3105.764160
	Iteration 31Q: 3 clusters Score -1759997 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1760076.000000 Penalty: 3105.764160
	Iteration 32Q: 3 clusters Score -1760076 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1760152.625000 Penalty: 3105.764160
	Iteration 33Q: 3 clusters Score -1760153 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1760217.000000 Penalty: 3105.764160
	Iteration 34Q: 3 clusters Score -1760217 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1760262.750000 Penalty: 3105.764160
	Iteration 35Q: 3 clusters Score -1760263 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1760288.750000 Penalty: 3105.764160
	Iteration 36Q: 3 clusters Score -1760289 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1760305.750000 Penalty: 3105.764160
	Iteration 37Q: 3 clusters Score -1760306 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1760313.875000 Penalty: 3105.764160
	Iteration 38Q: 3 clusters Score -1760314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1760318.750000 Penalty: 3105.764160
	Iteration 39Q: 3 clusters Score -1760319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1760325.125000 Penalty: 3105.764160
	Iteration 40F: 3 clusters Score -1760325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1760326.875000 Penalty: 3105.764160
	Iteration 41Q: 3 clusters Score -1760327 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1760341.125000 Penalty: 3105.764160
	Iteration 42Q: 3 clusters Score -1760341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1760346.500000 Penalty: 3105.764160
	Iteration 43Q: 3 clusters Score -1760346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1760353.250000 Penalty: 3105.764160
	Iteration 44Q: 3 clusters Score -1760353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1760362.375000 Penalty: 3105.764160
	Iteration 45Q: 3 clusters Score -1760362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1760366.750000 Penalty: 3105.764160
	Iteration 46Q: 3 clusters Score -1760367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1760372.500000 Penalty: 3105.764160
	Iteration 47Q: 3 clusters Score -1760372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1760374.750000 Penalty: 3105.764160
	Iteration 48Q: 3 clusters Score -1760375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1760380.000000 Penalty: 3105.764160
	Iteration 49Q: 3 clusters Score -1760380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1760384.125000 Penalty: 3105.764160
	Iteration 50Q: 3 clusters Score -1760384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1760387.250000 Penalty: 3105.764160
	Iteration 51Q: 3 clusters Score -1760387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1760387.250000 Penalty: 3105.764160
	Iteration 52Q: 3 clusters Score -1760387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1760389.250000 Penalty: 3105.764160
	Iteration 53Q: 3 clusters Score -1760389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1760391.625000 Penalty: 3105.764160
	Iteration 54Q: 3 clusters Score -1760392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1760392.500000 Penalty: 3105.764160
	Iteration 55Q: 3 clusters Score -1760392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1760393.500000 Penalty: 3105.764160
	Iteration 56Q: 3 clusters Score -1760394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1760392.625000 Penalty: 3105.764160
	Iteration 57Q: 3 clusters Score -1760393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1760394.500000 Penalty: 3105.764160
	Iteration 58Q: 3 clusters Score -1760394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1760397.125000 Penalty: 3105.764160
	Iteration 59Q: 3 clusters Score -1760397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1760398.000000 Penalty: 3105.764160
	Iteration 60F: 3 clusters Score -1760398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1760398.500000 Penalty: 3105.764160
	Iteration 61Q: 3 clusters Score -1760398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1760402.500000 Penalty: 3105.764160
	Iteration 62Q: 3 clusters Score -1760402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1760405.625000 Penalty: 3105.764160
	Iteration 63Q: 3 clusters Score -1760406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1760406.500000 Penalty: 3105.764160
	Iteration 64Q: 3 clusters Score -1760406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1760407.750000 Penalty: 3105.764160
	Iteration 65Q: 3 clusters Score -1760408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1760410.000000 Penalty: 3105.764160
	Iteration 66Q: 3 clusters Score -1760410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1760413.500000 Penalty: 3105.764160
	Iteration 67Q: 3 clusters Score -1760414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1760418.500000 Penalty: 3105.764160
	Iteration 68Q: 3 clusters Score -1760418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1760420.875000 Penalty: 3105.764160
	Iteration 69Q: 3 clusters Score -1760421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1760420.750000 Penalty: 3105.764160
	Iteration 70Q: 3 clusters Score -1760421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1760425.500000 Penalty: 3105.764160
	Iteration 71Q: 3 clusters Score -1760426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1760429.500000 Penalty: 3105.764160
	Iteration 72Q: 3 clusters Score -1760430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1760431.875000 Penalty: 3105.764160
	Iteration 73Q: 3 clusters Score -1760432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1760433.000000 Penalty: 3105.764160
	Iteration 74Q: 3 clusters Score -1760433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1760433.375000 Penalty: 3105.764160
	Iteration 75Q: 3 clusters Score -1760433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1760435.625000 Penalty: 3105.764160
	Iteration 76Q: 3 clusters Score -1760436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1760436.875000 Penalty: 3105.764160
	Iteration 77Q: 3 clusters Score -1760437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1760442.125000 Penalty: 3105.764160
	Iteration 78Q: 3 clusters Score -1760442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1760441.625000 Penalty: 3105.764160
	Iteration 79Q: 3 clusters Score -1760442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1760445.500000 Penalty: 3105.764160
	Iteration 80F: 3 clusters Score -1760446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1760450.250000 Penalty: 3105.764160
	Iteration 81Q: 3 clusters Score -1760450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1760452.750000 Penalty: 3105.764160
	Iteration 82Q: 3 clusters Score -1760453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1760452.125000 Penalty: 3105.764160
	Iteration 83Q: 3 clusters Score -1760452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1760459.250000 Penalty: 3105.764160
	Iteration 84Q: 3 clusters Score -1760459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1760463.750000 Penalty: 3105.764160
	Iteration 85Q: 3 clusters Score -1760464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1760464.750000 Penalty: 3105.764160
	Iteration 86Q: 3 clusters Score -1760465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1760468.250000 Penalty: 3105.764160
	Iteration 87Q: 3 clusters Score -1760468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1760468.250000 Penalty: 3105.764160
	Iteration 88Q: 3 clusters Score -1760468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1760470.250000 Penalty: 3105.764160
	Iteration 89Q: 3 clusters Score -1760470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1760470.500000 Penalty: 3105.764160
	Iteration 90Q: 3 clusters Score -1760470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1760469.375000 Penalty: 3105.764160
	Iteration 91Q: 3 clusters Score -1760469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1760468.000000 Penalty: 3105.764160
	Iteration 92Q: 3 clusters Score -1760468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1760468.000000 Penalty: 3105.764160
	Iteration 93F: 3 clusters Score -1760468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Entering Unmasked Estep 
Score: -803838.875000 Penalty: 1424.893433
	Iteration 0F: 2 clusters Score -803838.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -799009.125000 Penalty: 2849.786865
	Iteration 0F: 3 clusters Score -799009.1 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -800429.250000 Penalty: 2849.786865
	Iteration 1F: 3 clusters Score -800429.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -800675.562500 Penalty: 2849.786865
	Iteration 2F: 3 clusters Score -800675.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -800926.187500 Penalty: 2849.786865
	Iteration 3F: 3 clusters Score -800926.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -801275.437500 Penalty: 2849.786865
	Iteration 4F: 3 clusters Score -801275.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -801804.062500 Penalty: 2849.786865
	Iteration 5F: 3 clusters Score -801804.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -802306.875000 Penalty: 2849.786865
	Iteration 6F: 3 clusters Score -802306.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -802560.812500 Penalty: 2849.786865
	Iteration 7F: 3 clusters Score -802560.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -802719.437500 Penalty: 2849.786865
	Iteration 8Q: 3 clusters Score -802719.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -802852.562500 Penalty: 2849.786865
	Iteration 9Q: 3 clusters Score -802852.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -802943.812500 Penalty: 2849.786865
	Iteration 10Q: 3 clusters Score -802943.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -803008.562500 Penalty: 2849.786865
	Iteration 11Q: 3 clusters Score -803008.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -803054.062500 Penalty: 2849.786865
	Iteration 12Q: 3 clusters Score -803054.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -803094.687500 Penalty: 2849.786865
	Iteration 13Q: 3 clusters Score -803094.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -803122.500000 Penalty: 2849.786865
	Iteration 14Q: 3 clusters Score -803122.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -803146.812500 Penalty: 2849.786865
	Iteration 15Q: 3 clusters Score -803146.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -803165.937500 Penalty: 2849.786865
	Iteration 16Q: 3 clusters Score -803165.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -803176.500000 Penalty: 2849.786865
	Iteration 17Q: 3 clusters Score -803176.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -803184.687500 Penalty: 2849.786865
	Iteration 18Q: 3 clusters Score -803184.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -803193.875000 Penalty: 2849.786865
	Iteration 19Q: 3 clusters Score -803193.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -803197.500000 Penalty: 2849.786865
	Iteration 20F: 3 clusters Score -803197.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -803203.812500 Penalty: 2849.786865
	Iteration 21Q: 3 clusters Score -803203.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -803213.937500 Penalty: 2849.786865
	Iteration 22Q: 3 clusters Score -803213.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -803223.187500 Penalty: 2849.786865
	Iteration 23Q: 3 clusters Score -803223.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -803233.000000 Penalty: 2849.786865
	Iteration 24Q: 3 clusters Score -803233 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -803248.187500 Penalty: 2849.786865
	Iteration 25Q: 3 clusters Score -803248.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -803258.500000 Penalty: 2849.786865
	Iteration 26Q: 3 clusters Score -803258.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -803273.125000 Penalty: 2849.786865
	Iteration 27Q: 3 clusters Score -803273.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -803279.875000 Penalty: 2849.786865
	Iteration 28Q: 3 clusters Score -803279.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -803291.187500 Penalty: 2849.786865
	Iteration 29Q: 3 clusters Score -803291.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -803302.312500 Penalty: 2849.786865
	Iteration 30Q: 3 clusters Score -803302.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -803309.562500 Penalty: 2849.786865
	Iteration 31Q: 3 clusters Score -803309.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -803317.312500 Penalty: 2849.786865
	Iteration 32Q: 3 clusters Score -803317.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -803322.312500 Penalty: 2849.786865
	Iteration 33Q: 3 clusters Score -803322.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -803329.437500 Penalty: 2849.786865
	Iteration 34Q: 3 clusters Score -803329.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -803340.000000 Penalty: 2849.786865
	Iteration 35Q: 3 clusters Score -803340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -803347.937500 Penalty: 2849.786865
	Iteration 36Q: 3 clusters Score -803347.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -803355.562500 Penalty: 2849.786865
	Iteration 37Q: 3 clusters Score -803355.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -803367.937500 Penalty: 2849.786865
	Iteration 38Q: 3 clusters Score -803367.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -803395.437500 Penalty: 2849.786865
	Iteration 39Q: 3 clusters Score -803395.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -803432.312500 Penalty: 2849.786865
	Iteration 40F: 3 clusters Score -803432.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -803464.875000 Penalty: 2849.786865
	Iteration 41Q: 3 clusters Score -803464.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -803490.062500 Penalty: 2849.786865
	Iteration 42Q: 3 clusters Score -803490.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -803497.250000 Penalty: 2849.786865
	Iteration 43Q: 3 clusters Score -803497.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -803505.500000 Penalty: 2849.786865
	Iteration 44Q: 3 clusters Score -803505.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -803512.500000 Penalty: 2849.786865
	Iteration 45Q: 3 clusters Score -803512.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -803522.437500 Penalty: 2849.786865
	Iteration 46Q: 3 clusters Score -803522.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -803529.312500 Penalty: 2849.786865
	Iteration 47Q: 3 clusters Score -803529.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -803532.687500 Penalty: 2849.786865
	Iteration 48Q: 3 clusters Score -803532.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -803538.562500 Penalty: 2849.786865
	Iteration 49Q: 3 clusters Score -803538.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -803542.312500 Penalty: 2849.786865
	Iteration 50Q: 3 clusters Score -803542.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -803544.812500 Penalty: 2849.786865
	Iteration 51Q: 3 clusters Score -803544.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -803548.250000 Penalty: 2849.786865
	Iteration 52Q: 3 clusters Score -803548.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -803551.125000 Penalty: 2849.786865
	Iteration 53Q: 3 clusters Score -803551.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -803551.437500 Penalty: 2849.786865
	Iteration 54Q: 3 clusters Score -803551.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -803553.187500 Penalty: 2849.786865
	Iteration 55Q: 3 clusters Score -803553.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -803553.187500 Penalty: 2849.786865
	Iteration 56F: 3 clusters Score -803553.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Entering Unmasked Estep 
Score: -339084.375000 Penalty: 1298.963257
	Iteration 0F: 2 clusters Score -339084.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -336318.656250 Penalty: 2597.926514
	Iteration 0F: 3 clusters Score -336318.7 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -337051.906250 Penalty: 2597.926514
	Iteration 1F: 3 clusters Score -337051.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -337295.625000 Penalty: 2597.926514
	Iteration 2F: 3 clusters Score -337295.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -337498.968750 Penalty: 2597.926514
	Iteration 3F: 3 clusters Score -337499 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -337699.500000 Penalty: 2597.926514
	Iteration 4F: 3 clusters Score -337699.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -337933.218750 Penalty: 2597.926514
	Iteration 5F: 3 clusters Score -337933.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -338111.562500 Penalty: 2597.926514
	Iteration 6F: 3 clusters Score -338111.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -338232.156250 Penalty: 2597.926514
	Iteration 7Q: 3 clusters Score -338232.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -338314.312500 Penalty: 2597.926514
	Iteration 8Q: 3 clusters Score -338314.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -338368.093750 Penalty: 2597.926514
	Iteration 9Q: 3 clusters Score -338368.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -338400.968750 Penalty: 2597.926514
	Iteration 10Q: 3 clusters Score -338401 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -338419.781250 Penalty: 2597.926514
	Iteration 11Q: 3 clusters Score -338419.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -338430.062500 Penalty: 2597.926514
	Iteration 12Q: 3 clusters Score -338430.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -338438.250000 Penalty: 2597.926514
	Iteration 13Q: 3 clusters Score -338438.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -338440.843750 Penalty: 2597.926514
	Iteration 14Q: 3 clusters Score -338440.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -338446.406250 Penalty: 2597.926514
	Iteration 15Q: 3 clusters Score -338446.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -338450.781250 Penalty: 2597.926514
	Iteration 16Q: 3 clusters Score -338450.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -338453.593750 Penalty: 2597.926514
	Iteration 17Q: 3 clusters Score -338453.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -338455.250000 Penalty: 2597.926514
	Iteration 18Q: 3 clusters Score -338455.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -338456.250000 Penalty: 2597.926514
	Iteration 19Q: 3 clusters Score -338456.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -338457.156250 Penalty: 2597.926514
	Iteration 20F: 3 clusters Score -338457.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -338456.312500 Penalty: 2597.926514
	Iteration 21Q: 3 clusters Score -338456.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -338458.062500 Penalty: 2597.926514
	Iteration 22Q: 3 clusters Score -338458.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -338459.062500 Penalty: 2597.926514
	Iteration 23Q: 3 clusters Score -338459.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -338458.843750 Penalty: 2597.926514
	Iteration 24Q: 3 clusters Score -338458.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -338458.843750 Penalty: 2597.926514
	Iteration 25F: 3 clusters Score -338458.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Entering Unmasked Estep 
Score: -2019743.625000 Penalty: 1575.545288
	Iteration 0F: 2 clusters Score -2019744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2008562.625000 Penalty: 3151.090576
	Iteration 0F: 3 clusters Score -2008563 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2012657.125000 Penalty: 3151.090576
	Iteration 1F: 3 clusters Score -2012657 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2013269.875000 Penalty: 3151.090576
	Iteration 2F: 3 clusters Score -2013270 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2013862.125000 Penalty: 3151.090576
	Iteration 3F: 3 clusters Score -2013862 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -2014434.500000 Penalty: 3151.090576
	Iteration 4F: 3 clusters Score -2014434 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2014970.375000 Penalty: 3151.090576
	Iteration 5F: 3 clusters Score -2014970 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2015519.125000 Penalty: 3151.090576
	Iteration 6F: 3 clusters Score -2015519 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2016057.375000 Penalty: 3151.090576
	Iteration 7F: 3 clusters Score -2016057 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2016559.000000 Penalty: 3151.090576
	Iteration 8F: 3 clusters Score -2016559 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2016975.875000 Penalty: 3151.090576
	Iteration 9Q: 3 clusters Score -2016976 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2017270.500000 Penalty: 3151.090576
	Iteration 10Q: 3 clusters Score -2017270 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2017511.250000 Penalty: 3151.090576
	Iteration 11Q: 3 clusters Score -2017511 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2017650.750000 Penalty: 3151.090576
	Iteration 12Q: 3 clusters Score -2017651 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2017744.875000 Penalty: 3151.090576
	Iteration 13Q: 3 clusters Score -2017745 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2017817.375000 Penalty: 3151.090576
	Iteration 14Q: 3 clusters Score -2017817 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2017885.000000 Penalty: 3151.090576
	Iteration 15Q: 3 clusters Score -2017885 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2017944.875000 Penalty: 3151.090576
	Iteration 16Q: 3 clusters Score -2017945 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2017995.500000 Penalty: 3151.090576
	Iteration 17Q: 3 clusters Score -2017996 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2018041.625000 Penalty: 3151.090576
	Iteration 18Q: 3 clusters Score -2018042 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2018065.125000 Penalty: 3151.090576
	Iteration 19Q: 3 clusters Score -2018065 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2018093.125000 Penalty: 3151.090576
	Iteration 20F: 3 clusters Score -2018093 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2018101.250000 Penalty: 3151.090576
	Iteration 21Q: 3 clusters Score -2018101 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2018115.875000 Penalty: 3151.090576
	Iteration 22Q: 3 clusters Score -2018116 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2018127.000000 Penalty: 3151.090576
	Iteration 23Q: 3 clusters Score -2018127 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2018123.750000 Penalty: 3151.090576
	Iteration 24Q: 3 clusters Score -2018124 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2018132.750000 Penalty: 3151.090576
	Iteration 25Q: 3 clusters Score -2018133 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2018138.375000 Penalty: 3151.090576
	Iteration 26Q: 3 clusters Score -2018138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2018142.375000 Penalty: 3151.090576
	Iteration 27Q: 3 clusters Score -2018142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -2018143.750000 Penalty: 3151.090576
	Iteration 28Q: 3 clusters Score -2018144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2018148.500000 Penalty: 3151.090576
	Iteration 29Q: 3 clusters Score -2018148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2018152.000000 Penalty: 3151.090576
	Iteration 30Q: 3 clusters Score -2018152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2018147.000000 Penalty: 3151.090576
	Iteration 31Q: 3 clusters Score -2018147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2018149.500000 Penalty: 3151.090576
	Iteration 32Q: 3 clusters Score -2018150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2018156.750000 Penalty: 3151.090576
	Iteration 33Q: 3 clusters Score -2018157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -2018155.500000 Penalty: 3151.090576
	Iteration 34Q: 3 clusters Score -2018156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2018159.625000 Penalty: 3151.090576
	Iteration 35Q: 3 clusters Score -2018160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2018158.750000 Penalty: 3151.090576
	Iteration 36Q: 3 clusters Score -2018159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2018157.000000 Penalty: 3151.090576
	Iteration 37Q: 3 clusters Score -2018157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2018158.500000 Penalty: 3151.090576
	Iteration 38Q: 3 clusters Score -2018158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2018159.125000 Penalty: 3151.090576
	Iteration 39Q: 3 clusters Score -2018159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2018159.250000 Penalty: 3151.090576
	Iteration 40F: 3 clusters Score -2018159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2018160.750000 Penalty: 3151.090576
	Iteration 41Q: 3 clusters Score -2018161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2018160.000000 Penalty: 3151.090576
	Iteration 42Q: 3 clusters Score -2018160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2018158.000000 Penalty: 3151.090576
	Iteration 43Q: 3 clusters Score -2018158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2018163.125000 Penalty: 3151.090576
	Iteration 44Q: 3 clusters Score -2018163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2018165.750000 Penalty: 3151.090576
	Iteration 45Q: 3 clusters Score -2018166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -2018165.875000 Penalty: 3151.090576
	Iteration 46Q: 3 clusters Score -2018166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2018166.875000 Penalty: 3151.090576
	Iteration 47Q: 3 clusters Score -2018167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2018165.000000 Penalty: 3151.090576
	Iteration 48Q: 3 clusters Score -2018165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2018163.000000 Penalty: 3151.090576
	Iteration 49Q: 3 clusters Score -2018163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2018163.000000 Penalty: 3151.090576
	Iteration 50F: 3 clusters Score -2018163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (99753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99753 members 
Entering Unmasked Estep 
Score: -12600007.000000 Penalty: 1870.448486
	Iteration 0F: 2 clusters Score -1.260001e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49959 members 
Mstep: Class 2 contains 49794 members 
Entering Unmasked Estep 
Score: -12538246.000000 Penalty: 3740.896973
	Iteration 0F: 3 clusters Score -1.253825e+07 nChanged 47462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49441 members 
Mstep: Class 2 contains 50312 members 
Entering Unmasked Estep 
Score: -12565769.000000 Penalty: 3740.896973
	Iteration 1F: 3 clusters Score -1.256577e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49235 members 
Mstep: Class 2 contains 50518 members 
Entering Unmasked Estep 
Score: -12566582.000000 Penalty: 3740.896973
	Iteration 2Q: 3 clusters Score -1.256658e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48932 members 
Mstep: Class 2 contains 50821 members 
Entering Unmasked Estep 
Score: -12567550.000000 Penalty: 3740.896973
	Iteration 3Q: 3 clusters Score -1.256755e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 51310 members 
Entering Unmasked Estep 
Score: -12569030.000000 Penalty: 3740.896973
	Iteration 4Q: 3 clusters Score -1.256903e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 51991 members 
Entering Unmasked Estep 
Score: -12571168.000000 Penalty: 3740.896973
	Iteration 5Q: 3 clusters Score -1.257117e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 52958 members 
Entering Unmasked Estep 
Score: -12574258.000000 Penalty: 3740.896973
	Iteration 6F: 3 clusters Score -1.257426e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 54112 members 
Entering Unmasked Estep 
Score: -12578542.000000 Penalty: 3740.896973
	Iteration 7F: 3 clusters Score -1.257854e+07 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 55226 members 
Entering Unmasked Estep 
Score: -12583010.000000 Penalty: 3740.896973
	Iteration 8F: 3 clusters Score -1.258301e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 56064 members 
Entering Unmasked Estep 
Score: -12586399.000000 Penalty: 3740.896973
	Iteration 9F: 3 clusters Score -1.25864e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 56734 members 
Entering Unmasked Estep 
Score: -12588331.000000 Penalty: 3740.896973
	Iteration 10Q: 3 clusters Score -1.258833e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 57275 members 
Entering Unmasked Estep 
Score: -12589202.000000 Penalty: 3740.896973
	Iteration 11Q: 3 clusters Score -1.25892e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 57841 members 
Entering Unmasked Estep 
Score: -12589740.000000 Penalty: 3740.896973
	Iteration 12Q: 3 clusters Score -1.258974e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 58397 members 
Entering Unmasked Estep 
Score: -12590230.000000 Penalty: 3740.896973
	Iteration 13Q: 3 clusters Score -1.259023e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 58885 members 
Entering Unmasked Estep 
Score: -12590602.000000 Penalty: 3740.896973
	Iteration 14Q: 3 clusters Score -1.25906e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 59398 members 
Entering Unmasked Estep 
Score: -12590968.000000 Penalty: 3740.896973
	Iteration 15Q: 3 clusters Score -1.259097e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 59850 members 
Entering Unmasked Estep 
Score: -12591372.000000 Penalty: 3740.896973
	Iteration 16Q: 3 clusters Score -1.259137e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 60249 members 
Entering Unmasked Estep 
Score: -12591707.000000 Penalty: 3740.896973
	Iteration 17Q: 3 clusters Score -1.259171e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 60562 members 
Entering Unmasked Estep 
Score: -12592063.000000 Penalty: 3740.896973
	Iteration 18Q: 3 clusters Score -1.259206e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 60786 members 
Entering Unmasked Estep 
Score: -12592502.000000 Penalty: 3740.896973
	Iteration 19Q: 3 clusters Score -1.25925e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 60980 members 
Entering Unmasked Estep 
Score: -12592815.000000 Penalty: 3740.896973
	Iteration 20F: 3 clusters Score -1.259282e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 61182 members 
Entering Unmasked Estep 
Score: -12593164.000000 Penalty: 3740.896973
	Iteration 21Q: 3 clusters Score -1.259316e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38432 members 
Mstep: Class 2 contains 61321 members 
Entering Unmasked Estep 
Score: -12593540.000000 Penalty: 3740.896973
	Iteration 22Q: 3 clusters Score -1.259354e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 61410 members 
Entering Unmasked Estep 
Score: -12593895.000000 Penalty: 3740.896973
	Iteration 23Q: 3 clusters Score -1.25939e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 61499 members 
Entering Unmasked Estep 
Score: -12594141.000000 Penalty: 3740.896973
	Iteration 24Q: 3 clusters Score -1.259414e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 61526 members 
Entering Unmasked Estep 
Score: -12594452.000000 Penalty: 3740.896973
	Iteration 25Q: 3 clusters Score -1.259445e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 61503 members 
Entering Unmasked Estep 
Score: -12594719.000000 Penalty: 3740.896973
	Iteration 26Q: 3 clusters Score -1.259472e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 61453 members 
Entering Unmasked Estep 
Score: -12594905.000000 Penalty: 3740.896973
	Iteration 27Q: 3 clusters Score -1.25949e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 61404 members 
Entering Unmasked Estep 
Score: -12595059.000000 Penalty: 3740.896973
	Iteration 28Q: 3 clusters Score -1.259506e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 61345 members 
Entering Unmasked Estep 
Score: -12595183.000000 Penalty: 3740.896973
	Iteration 29Q: 3 clusters Score -1.259518e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 61240 members 
Entering Unmasked Estep 
Score: -12595363.000000 Penalty: 3740.896973
	Iteration 30Q: 3 clusters Score -1.259536e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 61088 members 
Entering Unmasked Estep 
Score: -12595439.000000 Penalty: 3740.896973
	Iteration 31Q: 3 clusters Score -1.259544e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 60962 members 
Entering Unmasked Estep 
Score: -12595496.000000 Penalty: 3740.896973
	Iteration 32Q: 3 clusters Score -1.25955e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 60847 members 
Entering Unmasked Estep 
Score: -12595527.000000 Penalty: 3740.896973
	Iteration 33Q: 3 clusters Score -1.259553e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 60698 members 
Entering Unmasked Estep 
Score: -12595549.000000 Penalty: 3740.896973
	Iteration 34Q: 3 clusters Score -1.259555e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 60556 members 
Entering Unmasked Estep 
Score: -12595579.000000 Penalty: 3740.896973
	Iteration 35Q: 3 clusters Score -1.259558e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 60391 members 
Entering Unmasked Estep 
Score: -12595594.000000 Penalty: 3740.896973
	Iteration 36Q: 3 clusters Score -1.259559e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 60240 members 
Entering Unmasked Estep 
Score: -12595590.000000 Penalty: 3740.896973
	Iteration 37Q: 3 clusters Score -1.259559e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 60083 members 
Entering Unmasked Estep 
Score: -12595593.000000 Penalty: 3740.896973
	Iteration 38Q: 3 clusters Score -1.259559e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 59925 members 
Entering Unmasked Estep 
Score: -12595521.000000 Penalty: 3740.896973
	Iteration 39Q: 3 clusters Score -1.259552e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 59746 members 
Entering Unmasked Estep 
Score: -12595474.000000 Penalty: 3740.896973
	Iteration 40F: 3 clusters Score -1.259547e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 59517 members 
Entering Unmasked Estep 
Score: -12595477.000000 Penalty: 3740.896973
	Iteration 41Q: 3 clusters Score -1.259548e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 59270 members 
Entering Unmasked Estep 
Score: -12595459.000000 Penalty: 3740.896973
	Iteration 42Q: 3 clusters Score -1.259546e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 59012 members 
Entering Unmasked Estep 
Score: -12595450.000000 Penalty: 3740.896973
	Iteration 43Q: 3 clusters Score -1.259545e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 58762 members 
Entering Unmasked Estep 
Score: -12595397.000000 Penalty: 3740.896973
	Iteration 44Q: 3 clusters Score -1.25954e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 58508 members 
Entering Unmasked Estep 
Score: -12595340.000000 Penalty: 3740.896973
	Iteration 45Q: 3 clusters Score -1.259534e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 58263 members 
Entering Unmasked Estep 
Score: -12595338.000000 Penalty: 3740.896973
	Iteration 46Q: 3 clusters Score -1.259534e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 57986 members 
Entering Unmasked Estep 
Score: -12595309.000000 Penalty: 3740.896973
	Iteration 47Q: 3 clusters Score -1.259531e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 57707 members 
Entering Unmasked Estep 
Score: -12595282.000000 Penalty: 3740.896973
	Iteration 48Q: 3 clusters Score -1.259528e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 57426 members 
Entering Unmasked Estep 
Score: -12595337.000000 Penalty: 3740.896973
	Iteration 49Q: 3 clusters Score -1.259534e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 57160 members 
Entering Unmasked Estep 
Score: -12595337.000000 Penalty: 3740.896973
	Iteration 50Q: 3 clusters Score -1.259534e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 56886 members 
Entering Unmasked Estep 
Score: -12595311.000000 Penalty: 3740.896973
	Iteration 51Q: 3 clusters Score -1.259531e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 56606 members 
Entering Unmasked Estep 
Score: -12595295.000000 Penalty: 3740.896973
	Iteration 52Q: 3 clusters Score -1.25953e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -12595329.000000 Penalty: 3740.896973
	Iteration 53Q: 3 clusters Score -1.259533e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 56043 members 
Entering Unmasked Estep 
Score: -12595310.000000 Penalty: 3740.896973
	Iteration 54Q: 3 clusters Score -1.259531e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 55821 members 
Entering Unmasked Estep 
Score: -12595291.000000 Penalty: 3740.896973
	Iteration 55Q: 3 clusters Score -1.259529e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 55613 members 
Entering Unmasked Estep 
Score: -12595301.000000 Penalty: 3740.896973
	Iteration 56Q: 3 clusters Score -1.25953e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 55389 members 
Entering Unmasked Estep 
Score: -12595291.000000 Penalty: 3740.896973
	Iteration 57Q: 3 clusters Score -1.259529e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 55173 members 
Entering Unmasked Estep 
Score: -12595287.000000 Penalty: 3740.896973
	Iteration 58Q: 3 clusters Score -1.259529e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 54990 members 
Entering Unmasked Estep 
Score: -12595282.000000 Penalty: 3740.896973
	Iteration 59Q: 3 clusters Score -1.259528e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Mstep: Class 2 contains 54842 members 
Entering Unmasked Estep 
Score: -12595253.000000 Penalty: 3740.896973
	Iteration 60F: 3 clusters Score -1.259525e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 54704 members 
Entering Unmasked Estep 
Score: -12595252.000000 Penalty: 3740.896973
	Iteration 61Q: 3 clusters Score -1.259525e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 54581 members 
Entering Unmasked Estep 
Score: -12595245.000000 Penalty: 3740.896973
	Iteration 62Q: 3 clusters Score -1.259524e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 54450 members 
Entering Unmasked Estep 
Score: -12595243.000000 Penalty: 3740.896973
	Iteration 63Q: 3 clusters Score -1.259524e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 54335 members 
Entering Unmasked Estep 
Score: -12595223.000000 Penalty: 3740.896973
	Iteration 64Q: 3 clusters Score -1.259522e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 54241 members 
Entering Unmasked Estep 
Score: -12595241.000000 Penalty: 3740.896973
	Iteration 65Q: 3 clusters Score -1.259524e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -12595224.000000 Penalty: 3740.896973
	Iteration 66Q: 3 clusters Score -1.259522e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 54087 members 
Entering Unmasked Estep 
Score: -12595240.000000 Penalty: 3740.896973
	Iteration 67Q: 3 clusters Score -1.259524e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 54033 members 
Entering Unmasked Estep 
Score: -12595222.000000 Penalty: 3740.896973
	Iteration 68Q: 3 clusters Score -1.259522e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 53978 members 
Entering Unmasked Estep 
Score: -12595233.000000 Penalty: 3740.896973
	Iteration 69Q: 3 clusters Score -1.259523e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45815 members 
Mstep: Class 2 contains 53938 members 
Entering Unmasked Estep 
Score: -12595247.000000 Penalty: 3740.896973
	Iteration 70Q: 3 clusters Score -1.259525e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 53900 members 
Entering Unmasked Estep 
Score: -12595247.000000 Penalty: 3740.896973
	Iteration 71Q: 3 clusters Score -1.259525e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45881 members 
Mstep: Class 2 contains 53872 members 
Entering Unmasked Estep 
Score: -12595240.000000 Penalty: 3740.896973
	Iteration 72Q: 3 clusters Score -1.259524e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45902 members 
Mstep: Class 2 contains 53851 members 
Entering Unmasked Estep 
Score: -12595246.000000 Penalty: 3740.896973
	Iteration 73Q: 3 clusters Score -1.259525e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45920 members 
Mstep: Class 2 contains 53833 members 
Entering Unmasked Estep 
Score: -12595252.000000 Penalty: 3740.896973
	Iteration 74Q: 3 clusters Score -1.259525e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 53820 members 
Entering Unmasked Estep 
Score: -12595250.000000 Penalty: 3740.896973
	Iteration 75Q: 3 clusters Score -1.259525e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45951 members 
Mstep: Class 2 contains 53802 members 
Entering Unmasked Estep 
Score: -12595244.000000 Penalty: 3740.896973
	Iteration 76Q: 3 clusters Score -1.259524e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 53790 members 
Entering Unmasked Estep 
Score: -12595248.000000 Penalty: 3740.896973
	Iteration 77Q: 3 clusters Score -1.259525e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45974 members 
Mstep: Class 2 contains 53779 members 
Entering Unmasked Estep 
Score: -12595248.000000 Penalty: 3740.896973
	Iteration 78Q: 3 clusters Score -1.259525e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 53768 members 
Entering Unmasked Estep 
Score: -12595262.000000 Penalty: 3740.896973
	Iteration 79Q: 3 clusters Score -1.259526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 53759 members 
Entering Unmasked Estep 
Score: -12595257.000000 Penalty: 3740.896973
	Iteration 80F: 3 clusters Score -1.259526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 53751 members 
Entering Unmasked Estep 
Score: -12595253.000000 Penalty: 3740.896973
	Iteration 81Q: 3 clusters Score -1.259525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46006 members 
Mstep: Class 2 contains 53747 members 
Entering Unmasked Estep 
Score: -12595242.000000 Penalty: 3740.896973
	Iteration 82Q: 3 clusters Score -1.259524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 53745 members 
Entering Unmasked Estep 
Score: -12595240.000000 Penalty: 3740.896973
	Iteration 83Q: 3 clusters Score -1.259524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 53742 members 
Entering Unmasked Estep 
Score: -12595235.000000 Penalty: 3740.896973
	Iteration 84Q: 3 clusters Score -1.259524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 53739 members 
Entering Unmasked Estep 
Score: -12595238.000000 Penalty: 3740.896973
	Iteration 85Q: 3 clusters Score -1.259524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 53739 members 
Entering Unmasked Estep 
Score: -12595228.000000 Penalty: 3740.896973
	Iteration 86Q: 3 clusters Score -1.259523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 53737 members 
Entering Unmasked Estep 
Score: -12595229.000000 Penalty: 3740.896973
	Iteration 87Q: 3 clusters Score -1.259523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 53735 members 
Entering Unmasked Estep 
Score: -12595226.000000 Penalty: 3740.896973
	Iteration 88Q: 3 clusters Score -1.259523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 53734 members 
Entering Unmasked Estep 
Score: -12595238.000000 Penalty: 3740.896973
	Iteration 89Q: 3 clusters Score -1.259524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 53734 members 
Entering Unmasked Estep 
Score: -12595238.000000 Penalty: 3740.896973
	Iteration 90F: 3 clusters Score -1.259524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (68649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68649 members 
Entering Unmasked Estep 
Score: -8532618.000000 Penalty: 1809.723755
	Iteration 0F: 2 clusters Score -8532618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -8486770.000000 Penalty: 3619.447510
	Iteration 0F: 3 clusters Score -8486770 nChanged 32575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -8505258.000000 Penalty: 3619.447510
	Iteration 1F: 3 clusters Score -8505258 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -8505746.000000 Penalty: 3619.447510
	Iteration 2Q: 3 clusters Score -8505746 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -8506212.000000 Penalty: 3619.447510
	Iteration 3Q: 3 clusters Score -8506212 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -8506789.000000 Penalty: 3619.447510
	Iteration 4Q: 3 clusters Score -8506789 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -8507465.000000 Penalty: 3619.447510
	Iteration 5Q: 3 clusters Score -8507465 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -8508398.000000 Penalty: 3619.447510
	Iteration 6Q: 3 clusters Score -8508398 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -8509623.000000 Penalty: 3619.447510
	Iteration 7Q: 3 clusters Score -8509623 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -8511413.000000 Penalty: 3619.447510
	Iteration 8Q: 3 clusters Score -8511413 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -8513936.000000 Penalty: 3619.447510
	Iteration 9F: 3 clusters Score -8513936 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49977 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -8516922.000000 Penalty: 3619.447510
	Iteration 10F: 3 clusters Score -8516922 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53349 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -8520095.000000 Penalty: 3619.447510
	Iteration 11F: 3 clusters Score -8520095 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56092 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -8522649.000000 Penalty: 3619.447510
	Iteration 12Q: 3 clusters Score -8522649 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58372 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -8524518.000000 Penalty: 3619.447510
	Iteration 13Q: 3 clusters Score -8524518 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60106 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -8525748.000000 Penalty: 3619.447510
	Iteration 14Q: 3 clusters Score -8525748 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61637 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -8526693.000000 Penalty: 3619.447510
	Iteration 15Q: 3 clusters Score -8526693 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62971 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -8527522.000000 Penalty: 3619.447510
	Iteration 16Q: 3 clusters Score -8527522 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64173 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -8528252.000000 Penalty: 3619.447510
	Iteration 17Q: 3 clusters Score -8528252 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65196 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -8528917.000000 Penalty: 3619.447510
	Iteration 18Q: 3 clusters Score -8528917 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66048 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -8529497.000000 Penalty: 3619.447510
	Iteration 19Q: 3 clusters Score -8529497 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66746 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -8530043.000000 Penalty: 3619.447510
	Iteration 20F: 3 clusters Score -8530043 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67265 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -8530430.000000 Penalty: 3619.447510
	Iteration 21Q: 3 clusters Score -8530430 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67616 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -8530664.000000 Penalty: 3619.447510
	Iteration 22Q: 3 clusters Score -8530664 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67829 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8530823.000000 Penalty: 3619.447510
	Iteration 23Q: 3 clusters Score -8530823 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67958 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8530937.000000 Penalty: 3619.447510
	Iteration 24Q: 3 clusters Score -8530937 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68032 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -8530995.000000 Penalty: 3619.447510
	Iteration 25Q: 3 clusters Score -8530995 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68087 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8531032.000000 Penalty: 3619.447510
	Iteration 26Q: 3 clusters Score -8531032 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68127 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8531066.000000 Penalty: 3619.447510
	Iteration 27Q: 3 clusters Score -8531066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68145 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8531088.000000 Penalty: 3619.447510
	Iteration 28Q: 3 clusters Score -8531088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68165 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8531111.000000 Penalty: 3619.447510
	Iteration 29Q: 3 clusters Score -8531111 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68187 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8531137.000000 Penalty: 3619.447510
	Iteration 30Q: 3 clusters Score -8531137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68202 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8531160.000000 Penalty: 3619.447510
	Iteration 31Q: 3 clusters Score -8531160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68212 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -8531178.000000 Penalty: 3619.447510
	Iteration 32Q: 3 clusters Score -8531178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68222 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8531188.000000 Penalty: 3619.447510
	Iteration 33Q: 3 clusters Score -8531188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68229 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8531200.000000 Penalty: 3619.447510
	Iteration 34Q: 3 clusters Score -8531200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68236 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8531208.000000 Penalty: 3619.447510
	Iteration 35Q: 3 clusters Score -8531208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68237 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8531208.000000 Penalty: 3619.447510
	Iteration 36Q: 3 clusters Score -8531208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68238 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8531205.000000 Penalty: 3619.447510
	Iteration 37Q: 3 clusters Score -8531205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68239 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8531206.000000 Penalty: 3619.447510
	Iteration 38Q: 3 clusters Score -8531206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68240 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8531209.000000 Penalty: 3619.447510
	Iteration 39Q: 3 clusters Score -8531209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68242 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8531212.000000 Penalty: 3619.447510
	Iteration 40F: 3 clusters Score -8531212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68245 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8531213.000000 Penalty: 3619.447510
	Iteration 41Q: 3 clusters Score -8531213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68248 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8531212.000000 Penalty: 3619.447510
	Iteration 42Q: 3 clusters Score -8531212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68250 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8531219.000000 Penalty: 3619.447510
	Iteration 43Q: 3 clusters Score -8531219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68254 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8531220.000000 Penalty: 3619.447510
	Iteration 44Q: 3 clusters Score -8531220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68252 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8531227.000000 Penalty: 3619.447510
	Iteration 45Q: 3 clusters Score -8531227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68253 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -8531223.000000 Penalty: 3619.447510
	Iteration 46Q: 3 clusters Score -8531223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68253 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -8531225.000000 Penalty: 3619.447510
	Iteration 47Q: 3 clusters Score -8531225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68253 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -8531225.000000 Penalty: 3619.447510
	Iteration 48F: 3 clusters Score -8531225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (34250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Entering Unmasked Estep 
Score: -4283773.500000 Penalty: 1696.734253
	Iteration 0F: 2 clusters Score -4283774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -4260814.500000 Penalty: 3393.468506
	Iteration 0F: 3 clusters Score -4260814 nChanged 15894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -4269730.500000 Penalty: 3393.468506
	Iteration 1F: 3 clusters Score -4269730 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -4270263.000000 Penalty: 3393.468506
	Iteration 2Q: 3 clusters Score -4270263 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -4270816.500000 Penalty: 3393.468506
	Iteration 3Q: 3 clusters Score -4270816 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -4271373.000000 Penalty: 3393.468506
	Iteration 4Q: 3 clusters Score -4271373 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -4272021.000000 Penalty: 3393.468506
	Iteration 5Q: 3 clusters Score -4272021 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -4272801.500000 Penalty: 3393.468506
	Iteration 6Q: 3 clusters Score -4272802 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -4273870.500000 Penalty: 3393.468506
	Iteration 7Q: 3 clusters Score -4273870 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -4275163.000000 Penalty: 3393.468506
	Iteration 8F: 3 clusters Score -4275163 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -4276355.500000 Penalty: 3393.468506
	Iteration 9F: 3 clusters Score -4276356 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -4277412.000000 Penalty: 3393.468506
	Iteration 10Q: 3 clusters Score -4277412 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -4278297.000000 Penalty: 3393.468506
	Iteration 11Q: 3 clusters Score -4278297 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -4279117.500000 Penalty: 3393.468506
	Iteration 12Q: 3 clusters Score -4279118 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -4279838.000000 Penalty: 3393.468506
	Iteration 13Q: 3 clusters Score -4279838 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -4280457.500000 Penalty: 3393.468506
	Iteration 14Q: 3 clusters Score -4280458 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -4280974.500000 Penalty: 3393.468506
	Iteration 15Q: 3 clusters Score -4280974 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4281380.500000 Penalty: 3393.468506
	Iteration 16Q: 3 clusters Score -4281380 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4281653.000000 Penalty: 3393.468506
	Iteration 17Q: 3 clusters Score -4281653 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4281852.000000 Penalty: 3393.468506
	Iteration 18Q: 3 clusters Score -4281852 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4281970.500000 Penalty: 3393.468506
	Iteration 19Q: 3 clusters Score -4281970 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4282059.000000 Penalty: 3393.468506
	Iteration 20F: 3 clusters Score -4282059 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4282134.500000 Penalty: 3393.468506
	Iteration 21Q: 3 clusters Score -4282134 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4282184.500000 Penalty: 3393.468506
	Iteration 22Q: 3 clusters Score -4282184 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4282232.000000 Penalty: 3393.468506
	Iteration 23Q: 3 clusters Score -4282232 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4282265.500000 Penalty: 3393.468506
	Iteration 24Q: 3 clusters Score -4282266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4282289.500000 Penalty: 3393.468506
	Iteration 25Q: 3 clusters Score -4282290 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4282323.500000 Penalty: 3393.468506
	Iteration 26Q: 3 clusters Score -4282324 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4282339.500000 Penalty: 3393.468506
	Iteration 27Q: 3 clusters Score -4282340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4282350.500000 Penalty: 3393.468506
	Iteration 28Q: 3 clusters Score -4282350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4282361.500000 Penalty: 3393.468506
	Iteration 29Q: 3 clusters Score -4282362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4282367.000000 Penalty: 3393.468506
	Iteration 30Q: 3 clusters Score -4282367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4282372.500000 Penalty: 3393.468506
	Iteration 31Q: 3 clusters Score -4282372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4282377.500000 Penalty: 3393.468506
	Iteration 32Q: 3 clusters Score -4282378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4282380.000000 Penalty: 3393.468506
	Iteration 33Q: 3 clusters Score -4282380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4282380.000000 Penalty: 3393.468506
	Iteration 34Q: 3 clusters Score -4282380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4282380.000000 Penalty: 3393.468506
	Iteration 35F: 3 clusters Score -4282380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -52122.601562 Penalty: 1005.926208
	Iteration 0F: 2 clusters Score -52122.6 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 245 members 
Entering Unmasked Estep 
Score: -51092.300781 Penalty: 2011.852417
	Iteration 0F: 3 clusters Score -51092.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -51281.406250 Penalty: 2011.852417
	Iteration 1F: 3 clusters Score -51281.41 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -51383.085938 Penalty: 2011.852417
	Iteration 2F: 3 clusters Score -51383.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51470.621094 Penalty: 2011.852417
	Iteration 3F: 3 clusters Score -51470.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -51529.695312 Penalty: 2011.852417
	Iteration 4Q: 3 clusters Score -51529.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -51556.644531 Penalty: 2011.852417
	Iteration 5Q: 3 clusters Score -51556.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -51590.824219 Penalty: 2011.852417
	Iteration 6Q: 3 clusters Score -51590.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -51605.527344 Penalty: 2011.852417
	Iteration 7Q: 3 clusters Score -51605.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -51613.339844 Penalty: 2011.852417
	Iteration 8Q: 3 clusters Score -51613.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -51613.339844 Penalty: 2011.852417
	Iteration 9F: 3 clusters Score -51613.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -116305.187500 Penalty: 1126.997681
	Iteration 0F: 2 clusters Score -116305.2 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 529 members 
Entering Unmasked Estep 
Score: -114862.585938 Penalty: 2253.995361
	Iteration 0F: 3 clusters Score -114862.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -115131.296875 Penalty: 2253.995361
	Iteration 1F: 3 clusters Score -115131.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -115212.796875 Penalty: 2253.995361
	Iteration 2F: 3 clusters Score -115212.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -115283.078125 Penalty: 2253.995361
	Iteration 3Q: 3 clusters Score -115283.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -115385.000000 Penalty: 2253.995361
	Iteration 4Q: 3 clusters Score -115385 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -115558.132812 Penalty: 2253.995361
	Iteration 5Q: 3 clusters Score -115558.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -115624.062500 Penalty: 2253.995361
	Iteration 6Q: 3 clusters Score -115624.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -115660.328125 Penalty: 2253.995361
	Iteration 7Q: 3 clusters Score -115660.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -115681.679688 Penalty: 2253.995361
	Iteration 8Q: 3 clusters Score -115681.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -115698.156250 Penalty: 2253.995361
	Iteration 9Q: 3 clusters Score -115698.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -115708.437500 Penalty: 2253.995361
	Iteration 10Q: 3 clusters Score -115708.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -115720.460938 Penalty: 2253.995361
	Iteration 11Q: 3 clusters Score -115720.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -115728.421875 Penalty: 2253.995361
	Iteration 12Q: 3 clusters Score -115728.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -115731.148438 Penalty: 2253.995361
	Iteration 13Q: 3 clusters Score -115731.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -115737.093750 Penalty: 2253.995361
	Iteration 14Q: 3 clusters Score -115737.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -115742.054688 Penalty: 2253.995361
	Iteration 15Q: 3 clusters Score -115742.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -115747.414062 Penalty: 2253.995361
	Iteration 16Q: 3 clusters Score -115747.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -115753.789062 Penalty: 2253.995361
	Iteration 17Q: 3 clusters Score -115753.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -115768.835938 Penalty: 2253.995361
	Iteration 18Q: 3 clusters Score -115768.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -115780.460938 Penalty: 2253.995361
	Iteration 19Q: 3 clusters Score -115780.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -115791.726562 Penalty: 2253.995361
	Iteration 20F: 3 clusters Score -115791.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -115797.992188 Penalty: 2253.995361
	Iteration 21Q: 3 clusters Score -115798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -115799.695312 Penalty: 2253.995361
	Iteration 22Q: 3 clusters Score -115799.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -115800.187500 Penalty: 2253.995361
	Iteration 23Q: 3 clusters Score -115800.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -115800.187500 Penalty: 2253.995361
	Iteration 24F: 3 clusters Score -115800.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Entering Unmasked Estep 
Score: -344459.343750 Penalty: 1292.927490
	Iteration 0F: 2 clusters Score -344459.3 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 1433 members 
Entering Unmasked Estep 
Score: -341832.218750 Penalty: 2585.854980
	Iteration 0F: 3 clusters Score -341832.2 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -342428.125000 Penalty: 2585.854980
	Iteration 1F: 3 clusters Score -342428.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -342565.687500 Penalty: 2585.854980
	Iteration 2F: 3 clusters Score -342565.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -342643.906250 Penalty: 2585.854980
	Iteration 3Q: 3 clusters Score -342643.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -342690.718750 Penalty: 2585.854980
	Iteration 4Q: 3 clusters Score -342690.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -342735.718750 Penalty: 2585.854980
	Iteration 5Q: 3 clusters Score -342735.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -342774.343750 Penalty: 2585.854980
	Iteration 6Q: 3 clusters Score -342774.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -342805.843750 Penalty: 2585.854980
	Iteration 7Q: 3 clusters Score -342805.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -342833.750000 Penalty: 2585.854980
	Iteration 8Q: 3 clusters Score -342833.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -342857.468750 Penalty: 2585.854980
	Iteration 9Q: 3 clusters Score -342857.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -342882.687500 Penalty: 2585.854980
	Iteration 10Q: 3 clusters Score -342882.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -342913.250000 Penalty: 2585.854980
	Iteration 11Q: 3 clusters Score -342913.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -342946.062500 Penalty: 2585.854980
	Iteration 12Q: 3 clusters Score -342946.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -342973.437500 Penalty: 2585.854980
	Iteration 13Q: 3 clusters Score -342973.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -342996.906250 Penalty: 2585.854980
	Iteration 14Q: 3 clusters Score -342996.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -343027.625000 Penalty: 2585.854980
	Iteration 15Q: 3 clusters Score -343027.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -343058.312500 Penalty: 2585.854980
	Iteration 16Q: 3 clusters Score -343058.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -343085.562500 Penalty: 2585.854980
	Iteration 17Q: 3 clusters Score -343085.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -343115.000000 Penalty: 2585.854980
	Iteration 18Q: 3 clusters Score -343115 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -343144.375000 Penalty: 2585.854980
	Iteration 19Q: 3 clusters Score -343144.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -343170.406250 Penalty: 2585.854980
	Iteration 20F: 3 clusters Score -343170.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -343188.750000 Penalty: 2585.854980
	Iteration 21Q: 3 clusters Score -343188.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -343201.031250 Penalty: 2585.854980
	Iteration 22Q: 3 clusters Score -343201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -343210.750000 Penalty: 2585.854980
	Iteration 23Q: 3 clusters Score -343210.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -343220.437500 Penalty: 2585.854980
	Iteration 24Q: 3 clusters Score -343220.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -343227.593750 Penalty: 2585.854980
	Iteration 25Q: 3 clusters Score -343227.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -343234.625000 Penalty: 2585.854980
	Iteration 26Q: 3 clusters Score -343234.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -343243.218750 Penalty: 2585.854980
	Iteration 27Q: 3 clusters Score -343243.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -343249.218750 Penalty: 2585.854980
	Iteration 28Q: 3 clusters Score -343249.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -343255.000000 Penalty: 2585.854980
	Iteration 29Q: 3 clusters Score -343255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -343258.656250 Penalty: 2585.854980
	Iteration 30Q: 3 clusters Score -343258.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -343262.687500 Penalty: 2585.854980
	Iteration 31Q: 3 clusters Score -343262.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -343264.062500 Penalty: 2585.854980
	Iteration 32Q: 3 clusters Score -343264.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -343264.343750 Penalty: 2585.854980
	Iteration 33Q: 3 clusters Score -343264.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -343264.937500 Penalty: 2585.854980
	Iteration 34Q: 3 clusters Score -343264.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -343264.937500 Penalty: 2585.854980
	Iteration 35F: 3 clusters Score -343264.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Entering Unmasked Estep 
Score: -861326.062500 Penalty: 1437.765991
	Iteration 0F: 2 clusters Score -861326.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -856122.312500 Penalty: 2875.531982
	Iteration 0F: 3 clusters Score -856122.3 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -857716.937500 Penalty: 2875.531982
	Iteration 1F: 3 clusters Score -857716.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -857954.125000 Penalty: 2875.531982
	Iteration 2F: 3 clusters Score -857954.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -858178.437500 Penalty: 2875.531982
	Iteration 3F: 3 clusters Score -858178.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -858447.000000 Penalty: 2875.531982
	Iteration 4F: 3 clusters Score -858447 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -858770.125000 Penalty: 2875.531982
	Iteration 5F: 3 clusters Score -858770.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -859209.500000 Penalty: 2875.531982
	Iteration 6F: 3 clusters Score -859209.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -859693.687500 Penalty: 2875.531982
	Iteration 7F: 3 clusters Score -859693.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -860113.375000 Penalty: 2875.531982
	Iteration 8F: 3 clusters Score -860113.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -860428.562500 Penalty: 2875.531982
	Iteration 9Q: 3 clusters Score -860428.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -860608.312500 Penalty: 2875.531982
	Iteration 10Q: 3 clusters Score -860608.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -860720.000000 Penalty: 2875.531982
	Iteration 11Q: 3 clusters Score -860720 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -860784.812500 Penalty: 2875.531982
	Iteration 12Q: 3 clusters Score -860784.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -860840.000000 Penalty: 2875.531982
	Iteration 13Q: 3 clusters Score -860840 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -860882.562500 Penalty: 2875.531982
	Iteration 14Q: 3 clusters Score -860882.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -860924.000000 Penalty: 2875.531982
	Iteration 15Q: 3 clusters Score -860924 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -860962.000000 Penalty: 2875.531982
	Iteration 16Q: 3 clusters Score -860962 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -860999.812500 Penalty: 2875.531982
	Iteration 17Q: 3 clusters Score -860999.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -861050.062500 Penalty: 2875.531982
	Iteration 18Q: 3 clusters Score -861050.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -861121.375000 Penalty: 2875.531982
	Iteration 19Q: 3 clusters Score -861121.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -861228.750000 Penalty: 2875.531982
	Iteration 20F: 3 clusters Score -861228.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -861394.062500 Penalty: 2875.531982
	Iteration 21Q: 3 clusters Score -861394.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -861512.687500 Penalty: 2875.531982
	Iteration 22Q: 3 clusters Score -861512.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -861557.187500 Penalty: 2875.531982
	Iteration 23Q: 3 clusters Score -861557.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -861572.937500 Penalty: 2875.531982
	Iteration 24Q: 3 clusters Score -861572.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -861582.687500 Penalty: 2875.531982
	Iteration 25Q: 3 clusters Score -861582.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -861589.812500 Penalty: 2875.531982
	Iteration 26Q: 3 clusters Score -861589.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -861591.750000 Penalty: 2875.531982
	Iteration 27Q: 3 clusters Score -861591.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -861592.625000 Penalty: 2875.531982
	Iteration 28Q: 3 clusters Score -861592.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -861592.812500 Penalty: 2875.531982
	Iteration 29Q: 3 clusters Score -861592.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -861592.062500 Penalty: 2875.531982
	Iteration 30Q: 3 clusters Score -861592.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -861592.062500 Penalty: 2875.531982
	Iteration 31F: 3 clusters Score -861592.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 103630 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2130 members 
Mstep: Class 5 contains 59005 members 
Mstep: Class 6 contains 25890 members 
Mstep: Class 7 contains 10329 members 
Mstep: Class 8 contains 89111 members 
Mstep: Class 9 contains 98102 members 
Mstep: Class 10 contains 7952 members 
Mstep: Class 11 contains 7012 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 70080 members 
Mstep: Class 14 contains 35420 members 
Mstep: Class 15 contains 105235 members 
Mstep: Class 16 contains 3546 members 
Mstep: Class 17 contains 7184 members 
Mstep: Class 18 contains 9742 members 
Mstep: Class 19 contains 14132 members 
Mstep: Class 20 contains 6429 members 
Mstep: Class 21 contains 2962 members 
Mstep: Class 22 contains 16247 members 
Mstep: Class 23 contains 99753 members 
Mstep: Class 24 contains 68649 members 
Mstep: Class 25 contains 34250 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2854 members 
Mstep: Class 29 contains 5074 members 
Mstep: Class 30 contains 1410 members 
Mstep: Class 31 contains 9295 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6886 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Mstep: Class 41 contains 1885 members 
Entering Unmasked Estep 
Score: -111787928.000000 Penalty: 91479.007812
Splitting cluster 29 changes total score from -111788208.000000 to -111787928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Entering Unmasked Estep 
Score: -150138.281250 Penalty: 1178.343628
	Iteration 0F: 2 clusters Score -150138.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -148531.718750 Penalty: 2356.687256
	Iteration 0F: 3 clusters Score -148531.7 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -149141.578125 Penalty: 2356.687256
	Iteration 1F: 3 clusters Score -149141.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -149444.953125 Penalty: 2356.687256
	Iteration 2F: 3 clusters Score -149445 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -149654.359375 Penalty: 2356.687256
	Iteration 3F: 3 clusters Score -149654.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -149758.062500 Penalty: 2356.687256
	Iteration 4F: 3 clusters Score -149758.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -149850.390625 Penalty: 2356.687256
	Iteration 5Q: 3 clusters Score -149850.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -149923.343750 Penalty: 2356.687256
	Iteration 6Q: 3 clusters Score -149923.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -149946.156250 Penalty: 2356.687256
	Iteration 7Q: 3 clusters Score -149946.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -149962.281250 Penalty: 2356.687256
	Iteration 8Q: 3 clusters Score -149962.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -149973.343750 Penalty: 2356.687256
	Iteration 9Q: 3 clusters Score -149973.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -149976.734375 Penalty: 2356.687256
	Iteration 10Q: 3 clusters Score -149976.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -149978.109375 Penalty: 2356.687256
	Iteration 11Q: 3 clusters Score -149978.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -149980.796875 Penalty: 2356.687256
	Iteration 12Q: 3 clusters Score -149980.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -149982.015625 Penalty: 2356.687256
	Iteration 13Q: 3 clusters Score -149982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -149983.656250 Penalty: 2356.687256
	Iteration 14Q: 3 clusters Score -149983.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -149991.515625 Penalty: 2356.687256
	Iteration 15Q: 3 clusters Score -149991.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -149993.234375 Penalty: 2356.687256
	Iteration 16Q: 3 clusters Score -149993.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -149994.234375 Penalty: 2356.687256
	Iteration 17Q: 3 clusters Score -149994.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -149994.234375 Penalty: 2356.687256
	Iteration 18F: 3 clusters Score -149994.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Entering Unmasked Estep 
Score: -1160217.875000 Penalty: 1484.800171
	Iteration 0F: 2 clusters Score -1160218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1153447.750000 Penalty: 2969.600342
	Iteration 0F: 3 clusters Score -1153448 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1155624.625000 Penalty: 2969.600342
	Iteration 1F: 3 clusters Score -1155625 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1155923.125000 Penalty: 2969.600342
	Iteration 2F: 3 clusters Score -1155923 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1156319.500000 Penalty: 2969.600342
	Iteration 3F: 3 clusters Score -1156320 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1156752.625000 Penalty: 2969.600342
	Iteration 4F: 3 clusters Score -1156753 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1157221.125000 Penalty: 2969.600342
	Iteration 5F: 3 clusters Score -1157221 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1157761.500000 Penalty: 2969.600342
	Iteration 6F: 3 clusters Score -1157762 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1158257.125000 Penalty: 2969.600342
	Iteration 7F: 3 clusters Score -1158257 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1158609.875000 Penalty: 2969.600342
	Iteration 8F: 3 clusters Score -1158610 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1158850.875000 Penalty: 2969.600342
	Iteration 9Q: 3 clusters Score -1158851 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1158993.250000 Penalty: 2969.600342
	Iteration 10Q: 3 clusters Score -1158993 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1159089.250000 Penalty: 2969.600342
	Iteration 11Q: 3 clusters Score -1159089 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1159149.000000 Penalty: 2969.600342
	Iteration 12Q: 3 clusters Score -1159149 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1159191.375000 Penalty: 2969.600342
	Iteration 13Q: 3 clusters Score -1159191 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1159218.375000 Penalty: 2969.600342
	Iteration 14Q: 3 clusters Score -1159218 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1159237.500000 Penalty: 2969.600342
	Iteration 15Q: 3 clusters Score -1159238 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1159256.875000 Penalty: 2969.600342
	Iteration 16Q: 3 clusters Score -1159257 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1159269.625000 Penalty: 2969.600342
	Iteration 17Q: 3 clusters Score -1159270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1159274.750000 Penalty: 2969.600342
	Iteration 18Q: 3 clusters Score -1159275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1159281.250000 Penalty: 2969.600342
	Iteration 19Q: 3 clusters Score -1159281 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1159285.500000 Penalty: 2969.600342
	Iteration 20F: 3 clusters Score -1159286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1159288.125000 Penalty: 2969.600342
	Iteration 21Q: 3 clusters Score -1159288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1159296.250000 Penalty: 2969.600342
	Iteration 22Q: 3 clusters Score -1159296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1159300.875000 Penalty: 2969.600342
	Iteration 23Q: 3 clusters Score -1159301 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1159305.000000 Penalty: 2969.600342
	Iteration 24Q: 3 clusters Score -1159305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1159316.250000 Penalty: 2969.600342
	Iteration 25Q: 3 clusters Score -1159316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1159320.250000 Penalty: 2969.600342
	Iteration 26Q: 3 clusters Score -1159320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1159331.125000 Penalty: 2969.600342
	Iteration 27Q: 3 clusters Score -1159331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1159328.625000 Penalty: 2969.600342
	Iteration 28Q: 3 clusters Score -1159329 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1159337.000000 Penalty: 2969.600342
	Iteration 29Q: 3 clusters Score -1159337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1159343.250000 Penalty: 2969.600342
	Iteration 30Q: 3 clusters Score -1159343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1159346.250000 Penalty: 2969.600342
	Iteration 31Q: 3 clusters Score -1159346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1159346.000000 Penalty: 2969.600342
	Iteration 32Q: 3 clusters Score -1159346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1159351.375000 Penalty: 2969.600342
	Iteration 33Q: 3 clusters Score -1159351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1159354.625000 Penalty: 2969.600342
	Iteration 34Q: 3 clusters Score -1159355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1159357.500000 Penalty: 2969.600342
	Iteration 35Q: 3 clusters Score -1159358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1159360.875000 Penalty: 2969.600342
	Iteration 36Q: 3 clusters Score -1159361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1159364.125000 Penalty: 2969.600342
	Iteration 37Q: 3 clusters Score -1159364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1159367.000000 Penalty: 2969.600342
	Iteration 38Q: 3 clusters Score -1159367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1159374.375000 Penalty: 2969.600342
	Iteration 39Q: 3 clusters Score -1159374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1159380.125000 Penalty: 2969.600342
	Iteration 40F: 3 clusters Score -1159380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1159385.125000 Penalty: 2969.600342
	Iteration 41Q: 3 clusters Score -1159385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1159388.375000 Penalty: 2969.600342
	Iteration 42Q: 3 clusters Score -1159388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1159392.000000 Penalty: 2969.600342
	Iteration 43Q: 3 clusters Score -1159392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1159394.750000 Penalty: 2969.600342
	Iteration 44Q: 3 clusters Score -1159395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1159395.375000 Penalty: 2969.600342
	Iteration 45Q: 3 clusters Score -1159395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1159397.125000 Penalty: 2969.600342
	Iteration 46Q: 3 clusters Score -1159397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1159399.750000 Penalty: 2969.600342
	Iteration 47Q: 3 clusters Score -1159400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1159400.125000 Penalty: 2969.600342
	Iteration 48Q: 3 clusters Score -1159400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1159401.375000 Penalty: 2969.600342
	Iteration 49Q: 3 clusters Score -1159401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1159401.250000 Penalty: 2969.600342
	Iteration 50Q: 3 clusters Score -1159401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1159401.000000 Penalty: 2969.600342
	Iteration 51Q: 3 clusters Score -1159401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1159404.250000 Penalty: 2969.600342
	Iteration 52Q: 3 clusters Score -1159404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1159409.000000 Penalty: 2969.600342
	Iteration 53Q: 3 clusters Score -1159409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1159409.625000 Penalty: 2969.600342
	Iteration 54Q: 3 clusters Score -1159410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1159411.750000 Penalty: 2969.600342
	Iteration 55Q: 3 clusters Score -1159412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1159413.500000 Penalty: 2969.600342
	Iteration 56Q: 3 clusters Score -1159414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1159414.375000 Penalty: 2969.600342
	Iteration 57Q: 3 clusters Score -1159414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1159415.250000 Penalty: 2969.600342
	Iteration 58Q: 3 clusters Score -1159415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1159415.500000 Penalty: 2969.600342
	Iteration 59Q: 3 clusters Score -1159416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1159415.625000 Penalty: 2969.600342
	Iteration 60F: 3 clusters Score -1159416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1159417.750000 Penalty: 2969.600342
	Iteration 61Q: 3 clusters Score -1159418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1159418.500000 Penalty: 2969.600342
	Iteration 62Q: 3 clusters Score -1159418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1159418.125000 Penalty: 2969.600342
	Iteration 63Q: 3 clusters Score -1159418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1159420.250000 Penalty: 2969.600342
	Iteration 64Q: 3 clusters Score -1159420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1159420.250000 Penalty: 2969.600342
	Iteration 65F: 3 clusters Score -1159420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -12430.036133 Penalty: 959.177917
	Iteration 0F: 2 clusters Score -12430.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -11716.765625 Penalty: 1918.355835
	Iteration 0F: 3 clusters Score -11716.77 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -12115.202148 Penalty: 1918.355835
	Iteration 1F: 3 clusters Score -12115.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -12244.240234 Penalty: 1918.355835
	Iteration 2F: 3 clusters Score -12244.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -12313.533203 Penalty: 1918.355835
	Iteration 3F: 3 clusters Score -12313.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -12384.359375 Penalty: 1918.355835
	Iteration 4Q: 3 clusters Score -12384.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -12407.391602 Penalty: 1918.355835
	Iteration 5Q: 3 clusters Score -12407.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -12409.812500 Penalty: 1918.355835
	Iteration 6Q: 3 clusters Score -12409.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -12410.752930 Penalty: 1918.355835
	Iteration 7Q: 3 clusters Score -12410.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -12410.752930 Penalty: 1918.355835
	Iteration 8F: 3 clusters Score -12410.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Entering Unmasked Estep 
Score: -377069.250000 Penalty: 1306.834106
	Iteration 0F: 2 clusters Score -377069.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -374270.343750 Penalty: 2613.668213
	Iteration 0F: 3 clusters Score -374270.3 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -375144.937500 Penalty: 2613.668213
	Iteration 1F: 3 clusters Score -375144.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -375490.906250 Penalty: 2613.668213
	Iteration 2F: 3 clusters Score -375490.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -375751.656250 Penalty: 2613.668213
	Iteration 3F: 3 clusters Score -375751.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -375902.343750 Penalty: 2613.668213
	Iteration 4F: 3 clusters Score -375902.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -375987.718750 Penalty: 2613.668213
	Iteration 5Q: 3 clusters Score -375987.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -376040.062500 Penalty: 2613.668213
	Iteration 6Q: 3 clusters Score -376040.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -376082.781250 Penalty: 2613.668213
	Iteration 7Q: 3 clusters Score -376082.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -376124.343750 Penalty: 2613.668213
	Iteration 8Q: 3 clusters Score -376124.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -376158.625000 Penalty: 2613.668213
	Iteration 9Q: 3 clusters Score -376158.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -376201.562500 Penalty: 2613.668213
	Iteration 10Q: 3 clusters Score -376201.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -376278.000000 Penalty: 2613.668213
	Iteration 11Q: 3 clusters Score -376278 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -376402.500000 Penalty: 2613.668213
	Iteration 12Q: 3 clusters Score -376402.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -376540.687500 Penalty: 2613.668213
	Iteration 13Q: 3 clusters Score -376540.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -376677.687500 Penalty: 2613.668213
	Iteration 14Q: 3 clusters Score -376677.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -376826.937500 Penalty: 2613.668213
	Iteration 15Q: 3 clusters Score -376826.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -376952.937500 Penalty: 2613.668213
	Iteration 16Q: 3 clusters Score -376952.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -377115.906250 Penalty: 2613.668213
	Iteration 17Q: 3 clusters Score -377115.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -377268.187500 Penalty: 2613.668213
	Iteration 18Q: 3 clusters Score -377268.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -377378.375000 Penalty: 2613.668213
	Iteration 19Q: 3 clusters Score -377378.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -377437.000000 Penalty: 2613.668213
	Iteration 20F: 3 clusters Score -377437 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -377470.937500 Penalty: 2613.668213
	Iteration 21Q: 3 clusters Score -377470.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -377500.343750 Penalty: 2613.668213
	Iteration 22Q: 3 clusters Score -377500.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -377516.375000 Penalty: 2613.668213
	Iteration 23Q: 3 clusters Score -377516.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -377521.500000 Penalty: 2613.668213
	Iteration 24Q: 3 clusters Score -377521.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -377523.531250 Penalty: 2613.668213
	Iteration 25Q: 3 clusters Score -377523.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -377526.250000 Penalty: 2613.668213
	Iteration 26Q: 3 clusters Score -377526.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -377527.250000 Penalty: 2613.668213
	Iteration 27Q: 3 clusters Score -377527.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -377528.406250 Penalty: 2613.668213
	Iteration 28Q: 3 clusters Score -377528.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -377528.406250 Penalty: 2613.668213
	Iteration 29F: 3 clusters Score -377528.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 103630 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2130 members 
Mstep: Class 5 contains 59005 members 
Mstep: Class 6 contains 25890 members 
Mstep: Class 7 contains 10329 members 
Mstep: Class 8 contains 89111 members 
Mstep: Class 9 contains 98102 members 
Mstep: Class 10 contains 7952 members 
Mstep: Class 11 contains 7012 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 70080 members 
Mstep: Class 14 contains 35420 members 
Mstep: Class 15 contains 105235 members 
Mstep: Class 16 contains 3546 members 
Mstep: Class 17 contains 7184 members 
Mstep: Class 18 contains 9742 members 
Mstep: Class 19 contains 14132 members 
Mstep: Class 20 contains 6429 members 
Mstep: Class 21 contains 2962 members 
Mstep: Class 22 contains 16247 members 
Mstep: Class 23 contains 99753 members 
Mstep: Class 24 contains 68649 members 
Mstep: Class 25 contains 34250 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2854 members 
Mstep: Class 29 contains 6959 members 
Mstep: Class 30 contains 1410 members 
Mstep: Class 31 contains 9295 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 1692 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6886 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Mstep: Class 41 contains 1417 members 
Entering Unmasked Estep 
Score: -111787920.000000 Penalty: 91479.007812
Splitting cluster 33 changes total score from -111788208.000000 to -111787920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -40201.996094 Penalty: 989.469849
	Iteration 0F: 2 clusters Score -40202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -39310.644531 Penalty: 1978.939697
	Iteration 0F: 3 clusters Score -39310.64 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39632.628906 Penalty: 1978.939697
	Iteration 1F: 3 clusters Score -39632.63 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -39775.863281 Penalty: 1978.939697
	Iteration 2F: 3 clusters Score -39775.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -39891.304688 Penalty: 1978.939697
	Iteration 3Q: 3 clusters Score -39891.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39927.781250 Penalty: 1978.939697
	Iteration 4Q: 3 clusters Score -39927.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -39937.914062 Penalty: 1978.939697
	Iteration 5Q: 3 clusters Score -39937.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -39938.925781 Penalty: 1978.939697
	Iteration 6Q: 3 clusters Score -39938.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -39947.343750 Penalty: 1978.939697
	Iteration 7F: 3 clusters Score -39947.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -39971.968750 Penalty: 1978.939697
	Iteration 8Q: 3 clusters Score -39971.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -39991.027344 Penalty: 1978.939697
	Iteration 9Q: 3 clusters Score -39991.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -39995.531250 Penalty: 1978.939697
	Iteration 10Q: 3 clusters Score -39995.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -39998.312500 Penalty: 1978.939697
	Iteration 11Q: 3 clusters Score -39998.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -40006.199219 Penalty: 1978.939697
	Iteration 12Q: 3 clusters Score -40006.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -40007.718750 Penalty: 1978.939697
	Iteration 13Q: 3 clusters Score -40007.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -40007.718750 Penalty: 1978.939697
	Iteration 14F: 3 clusters Score -40007.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -807429.500000 Penalty: 1436.052490
	Iteration 0F: 2 clusters Score -807429.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -802309.000000 Penalty: 2872.104980
	Iteration 0F: 3 clusters Score -802309 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -804291.875000 Penalty: 2872.104980
	Iteration 1F: 3 clusters Score -804291.9 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -804936.187500 Penalty: 2872.104980
	Iteration 2F: 3 clusters Score -804936.2 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -805576.375000 Penalty: 2872.104980
	Iteration 3F: 3 clusters Score -805576.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -806109.812500 Penalty: 2872.104980
	Iteration 4F: 3 clusters Score -806109.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -806442.687500 Penalty: 2872.104980
	Iteration 5F: 3 clusters Score -806442.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -806637.375000 Penalty: 2872.104980
	Iteration 6Q: 3 clusters Score -806637.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -806827.062500 Penalty: 2872.104980
	Iteration 7Q: 3 clusters Score -806827.1 nChanged 256
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: -807000.750000 Penalty: 2872.104980
	Iteration 8Q: 3 clusters Score -807000.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -807203.750000 Penalty: 2872.104980
	Iteration 9Q: 3 clusters Score -807203.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -807371.500000 Penalty: 2872.104980
	Iteration 10Q: 3 clusters Score -807371.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -807499.687500 Penalty: 2872.104980
	Iteration 11Q: 3 clusters Score -807499.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -807613.625000 Penalty: 2872.104980
	Iteration 12Q: 3 clusters Score -807613.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -807701.687500 Penalty: 2872.104980
	Iteration 13Q: 3 clusters Score -807701.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -807756.000000 Penalty: 2872.104980
	Iteration 14Q: 3 clusters Score -807756 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -807802.125000 Penalty: 2872.104980
	Iteration 15Q: 3 clusters Score -807802.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -807822.750000 Penalty: 2872.104980
	Iteration 16Q: 3 clusters Score -807822.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -807837.812500 Penalty: 2872.104980
	Iteration 17Q: 3 clusters Score -807837.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -807845.625000 Penalty: 2872.104980
	Iteration 18Q: 3 clusters Score -807845.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -807847.812500 Penalty: 2872.104980
	Iteration 19Q: 3 clusters Score -807847.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -807849.812500 Penalty: 2872.104980
	Iteration 20F: 3 clusters Score -807849.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -807848.875000 Penalty: 2872.104980
	Iteration 21Q: 3 clusters Score -807848.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -807850.000000 Penalty: 2872.104980
	Iteration 22Q: 3 clusters Score -807850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -807850.437500 Penalty: 2872.104980
	Iteration 23Q: 3 clusters Score -807850.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -807850.312500 Penalty: 2872.104980
	Iteration 24Q: 3 clusters Score -807850.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -807850.500000 Penalty: 2872.104980
	Iteration 25Q: 3 clusters Score -807850.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -807851.750000 Penalty: 2872.104980
	Iteration 26Q: 3 clusters Score -807851.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -807852.875000 Penalty: 2872.104980
	Iteration 27Q: 3 clusters Score -807852.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -807853.937500 Penalty: 2872.104980
	Iteration 28Q: 3 clusters Score -807853.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -807853.937500 Penalty: 2872.104980
	Iteration 29F: 3 clusters Score -807853.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 103630 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2130 members 
Mstep: Class 5 contains 59005 members 
Mstep: Class 6 contains 25890 members 
Mstep: Class 7 contains 10329 members 
Mstep: Class 8 contains 89111 members 
Mstep: Class 9 contains 98102 members 
Mstep: Class 10 contains 7952 members 
Mstep: Class 11 contains 7012 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 70080 members 
Mstep: Class 14 contains 35420 members 
Mstep: Class 15 contains 105235 members 
Mstep: Class 16 contains 3546 members 
Mstep: Class 17 contains 7184 members 
Mstep: Class 18 contains 9742 members 
Mstep: Class 19 contains 14132 members 
Mstep: Class 20 contains 6429 members 
Mstep: Class 21 contains 2962 members 
Mstep: Class 22 contains 16247 members 
Mstep: Class 23 contains 99753 members 
Mstep: Class 24 contains 68649 members 
Mstep: Class 25 contains 34250 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2854 members 
Mstep: Class 29 contains 6959 members 
Mstep: Class 30 contains 1410 members 
Mstep: Class 31 contains 9295 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 4972 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Mstep: Class 41 contains 1914 members 
Entering Unmasked Estep 
Score: -111788008.000000 Penalty: 91479.007812
Splitting cluster 35 changes total score from -111788208.000000 to -111788008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -50896.925781 Penalty: 992.028870
	Iteration 0F: 2 clusters Score -50896.93 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 206 members 
Entering Unmasked Estep 
Score: -49965.289062 Penalty: 1984.057739
	Iteration 0F: 3 clusters Score -49965.29 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50283.867188 Penalty: 1984.057739
	Iteration 1F: 3 clusters Score -50283.87 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50435.738281 Penalty: 1984.057739
	Iteration 2F: 3 clusters Score -50435.74 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -50579.085938 Penalty: 1984.057739
	Iteration 3F: 3 clusters Score -50579.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -50666.949219 Penalty: 1984.057739
	Iteration 4Q: 3 clusters Score -50666.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -50689.335938 Penalty: 1984.057739
	Iteration 5Q: 3 clusters Score -50689.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -50704.554688 Penalty: 1984.057739
	Iteration 6Q: 3 clusters Score -50704.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -50728.933594 Penalty: 1984.057739
	Iteration 7Q: 3 clusters Score -50728.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -50728.933594 Penalty: 1984.057739
	Iteration 8F: 3 clusters Score -50728.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -61368.691406 Penalty: 1025.951538
	Iteration 0F: 2 clusters Score -61368.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -60247.093750 Penalty: 2051.903076
	Iteration 0F: 3 clusters Score -60247.09 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -60527.019531 Penalty: 2051.903076
	Iteration 1F: 3 clusters Score -60527.02 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60680.734375 Penalty: 2051.903076
	Iteration 2F: 3 clusters Score -60680.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -60778.031250 Penalty: 2051.903076
	Iteration 3F: 3 clusters Score -60778.03 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -60828.632812 Penalty: 2051.903076
	Iteration 4F: 3 clusters Score -60828.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -60856.035156 Penalty: 2051.903076
	Iteration 5Q: 3 clusters Score -60856.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -60872.230469 Penalty: 2051.903076
	Iteration 6Q: 3 clusters Score -60872.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -60895.023438 Penalty: 2051.903076
	Iteration 7Q: 3 clusters Score -60895.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -60907.164062 Penalty: 2051.903076
	Iteration 8Q: 3 clusters Score -60907.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -60918.050781 Penalty: 2051.903076
	Iteration 9Q: 3 clusters Score -60918.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -60923.750000 Penalty: 2051.903076
	Iteration 10Q: 3 clusters Score -60923.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -60929.320312 Penalty: 2051.903076
	Iteration 11Q: 3 clusters Score -60929.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -60951.882812 Penalty: 2051.903076
	Iteration 12Q: 3 clusters Score -60951.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -60967.585938 Penalty: 2051.903076
	Iteration 13Q: 3 clusters Score -60967.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -60995.273438 Penalty: 2051.903076
	Iteration 14Q: 3 clusters Score -60995.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -61071.007812 Penalty: 2051.903076
	Iteration 15Q: 3 clusters Score -61071.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -61136.234375 Penalty: 2051.903076
	Iteration 16Q: 3 clusters Score -61136.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -61156.773438 Penalty: 2051.903076
	Iteration 17Q: 3 clusters Score -61156.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -61170.140625 Penalty: 2051.903076
	Iteration 18Q: 3 clusters Score -61170.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -61174.250000 Penalty: 2051.903076
	Iteration 19Q: 3 clusters Score -61174.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -61176.484375 Penalty: 2051.903076
	Iteration 20F: 3 clusters Score -61176.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -25275.552734 Penalty: 925.777710
	Iteration 0F: 2 clusters Score -25275.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24479.089844 Penalty: 1851.555420
	Iteration 0F: 3 clusters Score -24479.09 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24664.619141 Penalty: 1851.555420
	Iteration 1F: 3 clusters Score -24664.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -24797.437500 Penalty: 1851.555420
	Iteration 2F: 3 clusters Score -24797.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24819.507812 Penalty: 1851.555420
	Iteration 3Q: 3 clusters Score -24819.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -24837.759766 Penalty: 1851.555420
	Iteration 4Q: 3 clusters Score -24837.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -24844.126953 Penalty: 1851.555420
	Iteration 5Q: 3 clusters Score -24844.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -24859.730469 Penalty: 1851.555420
	Iteration 6Q: 3 clusters Score -24859.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -24859.730469 Penalty: 1851.555420
	Iteration 7F: 3 clusters Score -24859.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -12286.672852 Penalty: 879.392456
	Iteration 0F: 2 clusters Score -12286.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11629.145508 Penalty: 1758.784912
	Iteration 0F: 3 clusters Score -11629.15 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11858.443359 Penalty: 1758.784912
	Iteration 1F: 3 clusters Score -11858.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11949.305664 Penalty: 1758.784912
	Iteration 2F: 3 clusters Score -11949.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12060.928711 Penalty: 1758.784912
	Iteration 3Q: 3 clusters Score -12060.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12098.615234 Penalty: 1758.784912
	Iteration 4Q: 3 clusters Score -12098.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12141.047852 Penalty: 1758.784912
	Iteration 5Q: 3 clusters Score -12141.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12176.977539 Penalty: 1758.784912
	Iteration 6Q: 3 clusters Score -12176.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12191.324219 Penalty: 1758.784912
	Iteration 7Q: 3 clusters Score -12191.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12191.324219 Penalty: 1758.784912
	Iteration 8F: 3 clusters Score -12191.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Entering Unmasked Estep 
Score: -678630.062500 Penalty: 1399.265625
	Iteration 0F: 2 clusters Score -678630.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -674331.000000 Penalty: 2798.531250
	Iteration 0F: 3 clusters Score -674331 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -675540.000000 Penalty: 2798.531250
	Iteration 1F: 3 clusters Score -675540 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -675769.562500 Penalty: 2798.531250
	Iteration 2F: 3 clusters Score -675769.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -675938.687500 Penalty: 2798.531250
	Iteration 3F: 3 clusters Score -675938.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -676088.375000 Penalty: 2798.531250
	Iteration 4Q: 3 clusters Score -676088.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -676219.562500 Penalty: 2798.531250
	Iteration 5Q: 3 clusters Score -676219.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -676351.625000 Penalty: 2798.531250
	Iteration 6Q: 3 clusters Score -676351.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -676471.375000 Penalty: 2798.531250
	Iteration 7Q: 3 clusters Score -676471.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -676600.250000 Penalty: 2798.531250
	Iteration 8Q: 3 clusters Score -676600.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -676724.062500 Penalty: 2798.531250
	Iteration 9Q: 3 clusters Score -676724.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -676837.500000 Penalty: 2798.531250
	Iteration 10Q: 3 clusters Score -676837.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -676950.375000 Penalty: 2798.531250
	Iteration 11Q: 3 clusters Score -676950.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -677053.000000 Penalty: 2798.531250
	Iteration 12Q: 3 clusters Score -677053 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -677125.937500 Penalty: 2798.531250
	Iteration 13Q: 3 clusters Score -677125.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -677191.937500 Penalty: 2798.531250
	Iteration 14Q: 3 clusters Score -677191.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -677246.562500 Penalty: 2798.531250
	Iteration 15Q: 3 clusters Score -677246.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -677294.437500 Penalty: 2798.531250
	Iteration 16Q: 3 clusters Score -677294.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -677336.500000 Penalty: 2798.531250
	Iteration 17Q: 3 clusters Score -677336.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -677363.125000 Penalty: 2798.531250
	Iteration 18Q: 3 clusters Score -677363.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -677390.062500 Penalty: 2798.531250
	Iteration 19Q: 3 clusters Score -677390.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -677406.875000 Penalty: 2798.531250
	Iteration 20F: 3 clusters Score -677406.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -677429.500000 Penalty: 2798.531250
	Iteration 21Q: 3 clusters Score -677429.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -677452.625000 Penalty: 2798.531250
	Iteration 22Q: 3 clusters Score -677452.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -677466.562500 Penalty: 2798.531250
	Iteration 23Q: 3 clusters Score -677466.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -677472.625000 Penalty: 2798.531250
	Iteration 24Q: 3 clusters Score -677472.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -677483.125000 Penalty: 2798.531250
	Iteration 25Q: 3 clusters Score -677483.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -677494.500000 Penalty: 2798.531250
	Iteration 26Q: 3 clusters Score -677494.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -677504.750000 Penalty: 2798.531250
	Iteration 27Q: 3 clusters Score -677504.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -677512.562500 Penalty: 2798.531250
	Iteration 28Q: 3 clusters Score -677512.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -677516.812500 Penalty: 2798.531250
	Iteration 29Q: 3 clusters Score -677516.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -677521.250000 Penalty: 2798.531250
	Iteration 30Q: 3 clusters Score -677521.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -677521.812500 Penalty: 2798.531250
	Iteration 31Q: 3 clusters Score -677521.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -677521.937500 Penalty: 2798.531250
	Iteration 32Q: 3 clusters Score -677521.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -677522.625000 Penalty: 2798.531250
	Iteration 33Q: 3 clusters Score -677522.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -677524.187500 Penalty: 2798.531250
	Iteration 34Q: 3 clusters Score -677524.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -677528.000000 Penalty: 2798.531250
	Iteration 35Q: 3 clusters Score -677528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -677529.937500 Penalty: 2798.531250
	Iteration 36Q: 3 clusters Score -677529.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -677530.312500 Penalty: 2798.531250
	Iteration 37Q: 3 clusters Score -677530.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -677531.312500 Penalty: 2798.531250
	Iteration 38Q: 3 clusters Score -677531.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -677533.312500 Penalty: 2798.531250
	Iteration 39Q: 3 clusters Score -677533.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -677533.250000 Penalty: 2798.531250
	Iteration 40F: 3 clusters Score -677533.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -677535.000000 Penalty: 2798.531250
	Iteration 41Q: 3 clusters Score -677535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -677535.437500 Penalty: 2798.531250
	Iteration 42Q: 3 clusters Score -677535.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -677538.812500 Penalty: 2798.531250
	Iteration 43Q: 3 clusters Score -677538.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -677539.437500 Penalty: 2798.531250
	Iteration 44Q: 3 clusters Score -677539.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -677540.000000 Penalty: 2798.531250
	Iteration 45Q: 3 clusters Score -677540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -677540.187500 Penalty: 2798.531250
	Iteration 46Q: 3 clusters Score -677540.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -677540.187500 Penalty: 2798.531250
	Iteration 47F: 3 clusters Score -677540.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 103630 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2130 members 
Mstep: Class 5 contains 59005 members 
Mstep: Class 6 contains 25890 members 
Mstep: Class 7 contains 10329 members 
Mstep: Class 8 contains 89111 members 
Mstep: Class 9 contains 98102 members 
Mstep: Class 10 contains 7952 members 
Mstep: Class 11 contains 7012 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 70080 members 
Mstep: Class 14 contains 35420 members 
Mstep: Class 15 contains 105235 members 
Mstep: Class 16 contains 3546 members 
Mstep: Class 17 contains 7184 members 
Mstep: Class 18 contains 9742 members 
Mstep: Class 19 contains 14132 members 
Mstep: Class 20 contains 6429 members 
Mstep: Class 21 contains 2962 members 
Mstep: Class 22 contains 16247 members 
Mstep: Class 23 contains 99753 members 
Mstep: Class 24 contains 68649 members 
Mstep: Class 25 contains 34250 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2854 members 
Mstep: Class 29 contains 6959 members 
Mstep: Class 30 contains 1410 members 
Mstep: Class 31 contains 9295 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6886 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788424.000000 Penalty: 89247.812500
Iteration 239Q: 41 clusters Score -1.117884e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 103644 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2130 members 
Mstep: Class 5 contains 58982 members 
Mstep: Class 6 contains 25882 members 
Mstep: Class 7 contains 10321 members 
Mstep: Class 8 contains 89614 members 
Mstep: Class 9 contains 98059 members 
Mstep: Class 10 contains 7959 members 
Mstep: Class 11 contains 7012 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 69828 members 
Mstep: Class 14 contains 35420 members 
Mstep: Class 15 contains 105190 members 
Mstep: Class 16 contains 3547 members 
Mstep: Class 17 contains 7186 members 
Mstep: Class 18 contains 9739 members 
Mstep: Class 19 contains 14128 members 
Mstep: Class 20 contains 6430 members 
Mstep: Class 21 contains 2962 members 
Mstep: Class 22 contains 16248 members 
Mstep: Class 23 contains 99688 members 
Mstep: Class 24 contains 68606 members 
Mstep: Class 25 contains 34225 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2854 members 
Mstep: Class 29 contains 6962 members 
Mstep: Class 30 contains 1410 members 
Mstep: Class 31 contains 9295 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6873 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788528.000000 Penalty: 89247.812500
Iteration 240F: 41 clusters Score -1.117885e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 103628 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2130 members 
Mstep: Class 5 contains 58960 members 
Mstep: Class 6 contains 25878 members 
Mstep: Class 7 contains 10321 members 
Mstep: Class 8 contains 90047 members 
Mstep: Class 9 contains 98071 members 
Mstep: Class 10 contains 7962 members 
Mstep: Class 11 contains 7013 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 69609 members 
Mstep: Class 14 contains 35419 members 
Mstep: Class 15 contains 105181 members 
Mstep: Class 16 contains 3548 members 
Mstep: Class 17 contains 7185 members 
Mstep: Class 18 contains 9736 members 
Mstep: Class 19 contains 14126 members 
Mstep: Class 20 contains 6429 members 
Mstep: Class 21 contains 2962 members 
Mstep: Class 22 contains 16251 members 
Mstep: Class 23 contains 99597 members 
Mstep: Class 24 contains 68558 members 
Mstep: Class 25 contains 34202 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2854 members 
Mstep: Class 29 contains 6962 members 
Mstep: Class 30 contains 1410 members 
Mstep: Class 31 contains 9294 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6859 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788464.000000 Penalty: 89247.812500
Iteration 241Q: 41 clusters Score -1.117885e+08 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 103584 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2130 members 
Mstep: Class 5 contains 58954 members 
Mstep: Class 6 contains 25879 members 
Mstep: Class 7 contains 10319 members 
Mstep: Class 8 contains 90434 members 
Mstep: Class 9 contains 98051 members 
Mstep: Class 10 contains 7972 members 
Mstep: Class 11 contains 7013 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 69426 members 
Mstep: Class 14 contains 35411 members 
Mstep: Class 15 contains 105202 members 
Mstep: Class 16 contains 3549 members 
Mstep: Class 17 contains 7189 members 
Mstep: Class 18 contains 9735 members 
Mstep: Class 19 contains 14121 members 
Mstep: Class 20 contains 6427 members 
Mstep: Class 21 contains 2963 members 
Mstep: Class 22 contains 16250 members 
Mstep: Class 23 contains 99511 members 
Mstep: Class 24 contains 68531 members 
Mstep: Class 25 contains 34167 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2854 members 
Mstep: Class 29 contains 6966 members 
Mstep: Class 30 contains 1410 members 
Mstep: Class 31 contains 9294 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6849 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788648.000000 Penalty: 89247.812500
Iteration 242Q: 41 clusters Score -1.117886e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 103549 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 58954 members 
Mstep: Class 6 contains 25877 members 
Mstep: Class 7 contains 10316 members 
Mstep: Class 8 contains 90847 members 
Mstep: Class 9 contains 98021 members 
Mstep: Class 10 contains 7975 members 
Mstep: Class 11 contains 7013 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 69269 members 
Mstep: Class 14 contains 35411 members 
Mstep: Class 15 contains 105248 members 
Mstep: Class 16 contains 3549 members 
Mstep: Class 17 contains 7189 members 
Mstep: Class 18 contains 9734 members 
Mstep: Class 19 contains 14114 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 2962 members 
Mstep: Class 22 contains 16251 members 
Mstep: Class 23 contains 99345 members 
Mstep: Class 24 contains 68506 members 
Mstep: Class 25 contains 34144 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2854 members 
Mstep: Class 29 contains 6966 members 
Mstep: Class 30 contains 1410 members 
Mstep: Class 31 contains 9294 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6840 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111789016.000000 Penalty: 89247.812500
Iteration 243Q: 41 clusters Score -1.11789e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 103520 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2127 members 
Mstep: Class 5 contains 58942 members 
Mstep: Class 6 contains 25883 members 
Mstep: Class 7 contains 10310 members 
Mstep: Class 8 contains 91251 members 
Mstep: Class 9 contains 98005 members 
Mstep: Class 10 contains 7980 members 
Mstep: Class 11 contains 7008 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 69118 members 
Mstep: Class 14 contains 35411 members 
Mstep: Class 15 contains 105312 members 
Mstep: Class 16 contains 3549 members 
Mstep: Class 17 contains 7189 members 
Mstep: Class 18 contains 9734 members 
Mstep: Class 19 contains 14112 members 
Mstep: Class 20 contains 6423 members 
Mstep: Class 21 contains 2961 members 
Mstep: Class 22 contains 16251 members 
Mstep: Class 23 contains 99157 members 
Mstep: Class 24 contains 68485 members 
Mstep: Class 25 contains 34104 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2854 members 
Mstep: Class 29 contains 6967 members 
Mstep: Class 30 contains 1410 members 
Mstep: Class 31 contains 9294 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6835 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788856.000000 Penalty: 89247.812500
Iteration 244Q: 41 clusters Score -1.117889e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 103515 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 58930 members 
Mstep: Class 6 contains 25885 members 
Mstep: Class 7 contains 10308 members 
Mstep: Class 8 contains 91627 members 
Mstep: Class 9 contains 98017 members 
Mstep: Class 10 contains 7986 members 
Mstep: Class 11 contains 7009 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 68946 members 
Mstep: Class 14 contains 35416 members 
Mstep: Class 15 contains 105351 members 
Mstep: Class 16 contains 3548 members 
Mstep: Class 17 contains 7190 members 
Mstep: Class 18 contains 9730 members 
Mstep: Class 19 contains 14110 members 
Mstep: Class 20 contains 6421 members 
Mstep: Class 21 contains 2960 members 
Mstep: Class 22 contains 16250 members 
Mstep: Class 23 contains 98986 members 
Mstep: Class 24 contains 68471 members 
Mstep: Class 25 contains 34057 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2856 members 
Mstep: Class 29 contains 6965 members 
Mstep: Class 30 contains 1410 members 
Mstep: Class 31 contains 9294 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6828 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788648.000000 Penalty: 89247.812500
Iteration 245Q: 41 clusters Score -1.117886e+08 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 103533 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2127 members 
Mstep: Class 5 contains 58930 members 
Mstep: Class 6 contains 25882 members 
Mstep: Class 7 contains 10307 members 
Mstep: Class 8 contains 91992 members 
Mstep: Class 9 contains 98020 members 
Mstep: Class 10 contains 7993 members 
Mstep: Class 11 contains 7010 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 68760 members 
Mstep: Class 14 contains 35430 members 
Mstep: Class 15 contains 105397 members 
Mstep: Class 16 contains 3549 members 
Mstep: Class 17 contains 7189 members 
Mstep: Class 18 contains 9728 members 
Mstep: Class 19 contains 14107 members 
Mstep: Class 20 contains 6421 members 
Mstep: Class 21 contains 2960 members 
Mstep: Class 22 contains 16250 members 
Mstep: Class 23 contains 98784 members 
Mstep: Class 24 contains 68467 members 
Mstep: Class 25 contains 34013 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2859 members 
Mstep: Class 29 contains 6966 members 
Mstep: Class 30 contains 1410 members 
Mstep: Class 31 contains 9294 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6817 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788824.000000 Penalty: 89247.812500
Iteration 246Q: 41 clusters Score -1.117888e+08 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 103509 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 58918 members 
Mstep: Class 6 contains 25876 members 
Mstep: Class 7 contains 10302 members 
Mstep: Class 8 contains 92371 members 
Mstep: Class 9 contains 98048 members 
Mstep: Class 10 contains 7995 members 
Mstep: Class 11 contains 7009 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 68604 members 
Mstep: Class 14 contains 35445 members 
Mstep: Class 15 contains 105467 members 
Mstep: Class 16 contains 3548 members 
Mstep: Class 17 contains 7189 members 
Mstep: Class 18 contains 9727 members 
Mstep: Class 19 contains 14105 members 
Mstep: Class 20 contains 6418 members 
Mstep: Class 21 contains 2959 members 
Mstep: Class 22 contains 16251 members 
Mstep: Class 23 contains 98579 members 
Mstep: Class 24 contains 68455 members 
Mstep: Class 25 contains 33957 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2858 members 
Mstep: Class 29 contains 6967 members 
Mstep: Class 30 contains 1410 members 
Mstep: Class 31 contains 9295 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3106 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6808 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788960.000000 Penalty: 89247.812500
Iteration 247Q: 41 clusters Score -1.11789e+08 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 103480 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 58900 members 
Mstep: Class 6 contains 25871 members 
Mstep: Class 7 contains 10301 members 
Mstep: Class 8 contains 92847 members 
Mstep: Class 9 contains 98053 members 
Mstep: Class 10 contains 8000 members 
Mstep: Class 11 contains 7009 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 68437 members 
Mstep: Class 14 contains 35453 members 
Mstep: Class 15 contains 105560 members 
Mstep: Class 16 contains 3546 members 
Mstep: Class 17 contains 7195 members 
Mstep: Class 18 contains 9719 members 
Mstep: Class 19 contains 14105 members 
Mstep: Class 20 contains 6413 members 
Mstep: Class 21 contains 2959 members 
Mstep: Class 22 contains 16252 members 
Mstep: Class 23 contains 98328 members 
Mstep: Class 24 contains 68442 members 
Mstep: Class 25 contains 33871 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2858 members 
Mstep: Class 29 contains 6965 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9294 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3106 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6803 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111789024.000000 Penalty: 89247.812500
Iteration 248Q: 41 clusters Score -1.11789e+08 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 103454 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 58898 members 
Mstep: Class 6 contains 25861 members 
Mstep: Class 7 contains 10301 members 
Mstep: Class 8 contains 93363 members 
Mstep: Class 9 contains 98037 members 
Mstep: Class 10 contains 8001 members 
Mstep: Class 11 contains 7006 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 68260 members 
Mstep: Class 14 contains 35460 members 
Mstep: Class 15 contains 105645 members 
Mstep: Class 16 contains 3544 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9717 members 
Mstep: Class 19 contains 14103 members 
Mstep: Class 20 contains 6412 members 
Mstep: Class 21 contains 2959 members 
Mstep: Class 22 contains 16251 members 
Mstep: Class 23 contains 98035 members 
Mstep: Class 24 contains 68444 members 
Mstep: Class 25 contains 33796 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2860 members 
Mstep: Class 29 contains 6967 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9295 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3106 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6794 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111789136.000000 Penalty: 89247.812500
Iteration 249Q: 41 clusters Score -1.117891e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 103429 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 58910 members 
Mstep: Class 6 contains 25863 members 
Mstep: Class 7 contains 10296 members 
Mstep: Class 8 contains 93856 members 
Mstep: Class 9 contains 98049 members 
Mstep: Class 10 contains 8005 members 
Mstep: Class 11 contains 7007 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 68060 members 
Mstep: Class 14 contains 35465 members 
Mstep: Class 15 contains 105666 members 
Mstep: Class 16 contains 3542 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 9708 members 
Mstep: Class 19 contains 14102 members 
Mstep: Class 20 contains 6408 members 
Mstep: Class 21 contains 2959 members 
Mstep: Class 22 contains 16251 members 
Mstep: Class 23 contains 97765 members 
Mstep: Class 24 contains 68473 members 
Mstep: Class 25 contains 33741 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2861 members 
Mstep: Class 29 contains 6966 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9296 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3106 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6786 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111789136.000000 Penalty: 89247.812500
Iteration 250Q: 41 clusters Score -1.117891e+08 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 103429 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 58899 members 
Mstep: Class 6 contains 25874 members 
Mstep: Class 7 contains 10298 members 
Mstep: Class 8 contains 94312 members 
Mstep: Class 9 contains 98054 members 
Mstep: Class 10 contains 8013 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 67861 members 
Mstep: Class 14 contains 35469 members 
Mstep: Class 15 contains 105701 members 
Mstep: Class 16 contains 3540 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 9705 members 
Mstep: Class 19 contains 14092 members 
Mstep: Class 20 contains 6409 members 
Mstep: Class 21 contains 2959 members 
Mstep: Class 22 contains 16251 members 
Mstep: Class 23 contains 97511 members 
Mstep: Class 24 contains 68512 members 
Mstep: Class 25 contains 33667 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2864 members 
Mstep: Class 29 contains 6969 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9296 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3105 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6779 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111789288.000000 Penalty: 89247.812500
Iteration 251Q: 41 clusters Score -1.117893e+08 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 103459 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 58880 members 
Mstep: Class 6 contains 25886 members 
Mstep: Class 7 contains 10296 members 
Mstep: Class 8 contains 94754 members 
Mstep: Class 9 contains 98031 members 
Mstep: Class 10 contains 8022 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 67696 members 
Mstep: Class 14 contains 35470 members 
Mstep: Class 15 contains 105732 members 
Mstep: Class 16 contains 3539 members 
Mstep: Class 17 contains 7191 members 
Mstep: Class 18 contains 9702 members 
Mstep: Class 19 contains 14086 members 
Mstep: Class 20 contains 6411 members 
Mstep: Class 21 contains 2960 members 
Mstep: Class 22 contains 16252 members 
Mstep: Class 23 contains 97251 members 
Mstep: Class 24 contains 68521 members 
Mstep: Class 25 contains 33610 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2865 members 
Mstep: Class 29 contains 6974 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9295 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3106 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6775 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111789176.000000 Penalty: 89247.812500
Iteration 252Q: 41 clusters Score -1.117892e+08 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 103518 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 58848 members 
Mstep: Class 6 contains 25895 members 
Mstep: Class 7 contains 10282 members 
Mstep: Class 8 contains 95197 members 
Mstep: Class 9 contains 97989 members 
Mstep: Class 10 contains 8030 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 67549 members 
Mstep: Class 14 contains 35467 members 
Mstep: Class 15 contains 105714 members 
Mstep: Class 16 contains 3538 members 
Mstep: Class 17 contains 7190 members 
Mstep: Class 18 contains 9700 members 
Mstep: Class 19 contains 14082 members 
Mstep: Class 20 contains 6408 members 
Mstep: Class 21 contains 2962 members 
Mstep: Class 22 contains 16253 members 
Mstep: Class 23 contains 97047 members 
Mstep: Class 24 contains 68548 members 
Mstep: Class 25 contains 33529 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2864 members 
Mstep: Class 29 contains 6977 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9295 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3106 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6771 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111789200.000000 Penalty: 89247.812500
Iteration 253Q: 41 clusters Score -1.117892e+08 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 103548 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2130 members 
Mstep: Class 5 contains 58830 members 
Mstep: Class 6 contains 25906 members 
Mstep: Class 7 contains 10268 members 
Mstep: Class 8 contains 95566 members 
Mstep: Class 9 contains 97955 members 
Mstep: Class 10 contains 8036 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 67406 members 
Mstep: Class 14 contains 35465 members 
Mstep: Class 15 contains 105680 members 
Mstep: Class 16 contains 3538 members 
Mstep: Class 17 contains 7190 members 
Mstep: Class 18 contains 9701 members 
Mstep: Class 19 contains 14076 members 
Mstep: Class 20 contains 6406 members 
Mstep: Class 21 contains 2961 members 
Mstep: Class 22 contains 16254 members 
Mstep: Class 23 contains 96942 members 
Mstep: Class 24 contains 68558 members 
Mstep: Class 25 contains 33463 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2864 members 
Mstep: Class 29 contains 6977 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9295 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3106 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6771 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111789232.000000 Penalty: 89247.812500
Iteration 254Q: 41 clusters Score -1.117892e+08 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 103610 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2133 members 
Mstep: Class 5 contains 58794 members 
Mstep: Class 6 contains 25916 members 
Mstep: Class 7 contains 10251 members 
Mstep: Class 8 contains 95859 members 
Mstep: Class 9 contains 97943 members 
Mstep: Class 10 contains 8042 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 67286 members 
Mstep: Class 14 contains 35458 members 
Mstep: Class 15 contains 105645 members 
Mstep: Class 16 contains 3535 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 9699 members 
Mstep: Class 19 contains 14077 members 
Mstep: Class 20 contains 6403 members 
Mstep: Class 21 contains 2964 members 
Mstep: Class 22 contains 16253 members 
Mstep: Class 23 contains 96859 members 
Mstep: Class 24 contains 68561 members 
Mstep: Class 25 contains 33406 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2865 members 
Mstep: Class 29 contains 6972 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9293 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6770 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788936.000000 Penalty: 89247.812500
Iteration 255Q: 41 clusters Score -1.117889e+08 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 103651 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2134 members 
Mstep: Class 5 contains 58775 members 
Mstep: Class 6 contains 25929 members 
Mstep: Class 7 contains 10247 members 
Mstep: Class 8 contains 96114 members 
Mstep: Class 9 contains 97957 members 
Mstep: Class 10 contains 8041 members 
Mstep: Class 11 contains 6998 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 67169 members 
Mstep: Class 14 contains 35442 members 
Mstep: Class 15 contains 105616 members 
Mstep: Class 16 contains 3537 members 
Mstep: Class 17 contains 7191 members 
Mstep: Class 18 contains 9699 members 
Mstep: Class 19 contains 14077 members 
Mstep: Class 20 contains 6404 members 
Mstep: Class 21 contains 2964 members 
Mstep: Class 22 contains 16253 members 
Mstep: Class 23 contains 96784 members 
Mstep: Class 24 contains 68566 members 
Mstep: Class 25 contains 33344 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2868 members 
Mstep: Class 29 contains 6968 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9293 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6766 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111789040.000000 Penalty: 89247.812500
Iteration 256Q: 41 clusters Score -1.11789e+08 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 103697 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2135 members 
Mstep: Class 5 contains 58758 members 
Mstep: Class 6 contains 25944 members 
Mstep: Class 7 contains 10242 members 
Mstep: Class 8 contains 96308 members 
Mstep: Class 9 contains 97987 members 
Mstep: Class 10 contains 8044 members 
Mstep: Class 11 contains 6999 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 67059 members 
Mstep: Class 14 contains 35430 members 
Mstep: Class 15 contains 105585 members 
Mstep: Class 16 contains 3536 members 
Mstep: Class 17 contains 7186 members 
Mstep: Class 18 contains 9701 members 
Mstep: Class 19 contains 14077 members 
Mstep: Class 20 contains 6400 members 
Mstep: Class 21 contains 2964 members 
Mstep: Class 22 contains 16252 members 
Mstep: Class 23 contains 96721 members 
Mstep: Class 24 contains 68589 members 
Mstep: Class 25 contains 33273 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2870 members 
Mstep: Class 29 contains 6966 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 9292 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6765 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111789008.000000 Penalty: 89247.812500
Iteration 257Q: 41 clusters Score -1.11789e+08 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 103751 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2136 members 
Mstep: Class 5 contains 58756 members 
Mstep: Class 6 contains 25975 members 
Mstep: Class 7 contains 10248 members 
Mstep: Class 8 contains 96470 members 
Mstep: Class 9 contains 97997 members 
Mstep: Class 10 contains 8051 members 
Mstep: Class 11 contains 6999 members 
Mstep: Class 12 contains 1025 members 
Mstep: Class 13 contains 66952 members 
Mstep: Class 14 contains 35417 members 
Mstep: Class 15 contains 105537 members 
Mstep: Class 16 contains 3534 members 
Mstep: Class 17 contains 7185 members 
Mstep: Class 18 contains 9699 members 
Mstep: Class 19 contains 14075 members 
Mstep: Class 20 contains 6397 members 
Mstep: Class 21 contains 2963 members 
Mstep: Class 22 contains 16253 members 
Mstep: Class 23 contains 96687 members 
Mstep: Class 24 contains 68597 members 
Mstep: Class 25 contains 33209 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2871 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6765 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111789016.000000 Penalty: 89247.812500
Iteration 258Q: 41 clusters Score -1.11789e+08 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 103822 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2136 members 
Mstep: Class 5 contains 58752 members 
Mstep: Class 6 contains 26001 members 
Mstep: Class 7 contains 10245 members 
Mstep: Class 8 contains 96606 members 
Mstep: Class 9 contains 98013 members 
Mstep: Class 10 contains 8056 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 66855 members 
Mstep: Class 14 contains 35400 members 
Mstep: Class 15 contains 105538 members 
Mstep: Class 16 contains 3534 members 
Mstep: Class 17 contains 7187 members 
Mstep: Class 18 contains 9698 members 
Mstep: Class 19 contains 14072 members 
Mstep: Class 20 contains 6393 members 
Mstep: Class 21 contains 2965 members 
Mstep: Class 22 contains 16254 members 
Mstep: Class 23 contains 96624 members 
Mstep: Class 24 contains 68598 members 
Mstep: Class 25 contains 33148 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2870 members 
Mstep: Class 29 contains 6959 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6763 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788864.000000 Penalty: 89247.812500
Iteration 259Q: 41 clusters Score -1.117889e+08 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 103921 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2137 members 
Mstep: Class 5 contains 58734 members 
Mstep: Class 6 contains 26011 members 
Mstep: Class 7 contains 10242 members 
Mstep: Class 8 contains 96675 members 
Mstep: Class 9 contains 98052 members 
Mstep: Class 10 contains 8067 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 66778 members 
Mstep: Class 14 contains 35378 members 
Mstep: Class 15 contains 105550 members 
Mstep: Class 16 contains 3534 members 
Mstep: Class 17 contains 7185 members 
Mstep: Class 18 contains 9699 members 
Mstep: Class 19 contains 14070 members 
Mstep: Class 20 contains 6394 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16256 members 
Mstep: Class 23 contains 96580 members 
Mstep: Class 24 contains 68594 members 
Mstep: Class 25 contains 33080 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2872 members 
Mstep: Class 29 contains 6957 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9288 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6759 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788760.000000 Penalty: 89247.812500
Iteration 260F: 41 clusters Score -1.117888e+08 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 104034 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2140 members 
Mstep: Class 5 contains 58710 members 
Mstep: Class 6 contains 26021 members 
Mstep: Class 7 contains 10240 members 
Mstep: Class 8 contains 96713 members 
Mstep: Class 9 contains 98108 members 
Mstep: Class 10 contains 8071 members 
Mstep: Class 11 contains 6999 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 66700 members 
Mstep: Class 14 contains 35355 members 
Mstep: Class 15 contains 105559 members 
Mstep: Class 16 contains 3532 members 
Mstep: Class 17 contains 7183 members 
Mstep: Class 18 contains 9702 members 
Mstep: Class 19 contains 14068 members 
Mstep: Class 20 contains 6394 members 
Mstep: Class 21 contains 2970 members 
Mstep: Class 22 contains 16257 members 
Mstep: Class 23 contains 96555 members 
Mstep: Class 24 contains 68589 members 
Mstep: Class 25 contains 33012 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 6956 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9287 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6755 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788664.000000 Penalty: 89247.812500
Iteration 261Q: 41 clusters Score -1.117887e+08 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 104141 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 58709 members 
Mstep: Class 6 contains 26024 members 
Mstep: Class 7 contains 10233 members 
Mstep: Class 8 contains 96752 members 
Mstep: Class 9 contains 98144 members 
Mstep: Class 10 contains 8071 members 
Mstep: Class 11 contains 6998 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 66623 members 
Mstep: Class 14 contains 35325 members 
Mstep: Class 15 contains 105566 members 
Mstep: Class 16 contains 3532 members 
Mstep: Class 17 contains 7185 members 
Mstep: Class 18 contains 9704 members 
Mstep: Class 19 contains 14064 members 
Mstep: Class 20 contains 6393 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16258 members 
Mstep: Class 23 contains 96523 members 
Mstep: Class 24 contains 68595 members 
Mstep: Class 25 contains 32963 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2874 members 
Mstep: Class 29 contains 6962 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9288 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6746 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788848.000000 Penalty: 89247.812500
Iteration 262Q: 41 clusters Score -1.117888e+08 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 104246 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2143 members 
Mstep: Class 5 contains 58688 members 
Mstep: Class 6 contains 26023 members 
Mstep: Class 7 contains 10233 members 
Mstep: Class 8 contains 96802 members 
Mstep: Class 9 contains 98185 members 
Mstep: Class 10 contains 8077 members 
Mstep: Class 11 contains 6998 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 66549 members 
Mstep: Class 14 contains 35309 members 
Mstep: Class 15 contains 105592 members 
Mstep: Class 16 contains 3532 members 
Mstep: Class 17 contains 7185 members 
Mstep: Class 18 contains 9706 members 
Mstep: Class 19 contains 14064 members 
Mstep: Class 20 contains 6392 members 
Mstep: Class 21 contains 2970 members 
Mstep: Class 22 contains 16260 members 
Mstep: Class 23 contains 96450 members 
Mstep: Class 24 contains 68596 members 
Mstep: Class 25 contains 32915 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2876 members 
Mstep: Class 29 contains 6964 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9287 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6741 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788936.000000 Penalty: 89247.812500
Iteration 263Q: 41 clusters Score -1.117889e+08 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 104320 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2143 members 
Mstep: Class 5 contains 58679 members 
Mstep: Class 6 contains 26026 members 
Mstep: Class 7 contains 10227 members 
Mstep: Class 8 contains 96822 members 
Mstep: Class 9 contains 98204 members 
Mstep: Class 10 contains 8077 members 
Mstep: Class 11 contains 6998 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 66487 members 
Mstep: Class 14 contains 35299 members 
Mstep: Class 15 contains 105626 members 
Mstep: Class 16 contains 3530 members 
Mstep: Class 17 contains 7185 members 
Mstep: Class 18 contains 9705 members 
Mstep: Class 19 contains 14065 members 
Mstep: Class 20 contains 6393 members 
Mstep: Class 21 contains 2971 members 
Mstep: Class 22 contains 16262 members 
Mstep: Class 23 contains 96392 members 
Mstep: Class 24 contains 68618 members 
Mstep: Class 25 contains 32886 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2879 members 
Mstep: Class 29 contains 6965 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9287 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6737 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111789032.000000 Penalty: 89247.812500
Iteration 264Q: 41 clusters Score -1.11789e+08 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 104395 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2144 members 
Mstep: Class 5 contains 58672 members 
Mstep: Class 6 contains 26030 members 
Mstep: Class 7 contains 10226 members 
Mstep: Class 8 contains 96795 members 
Mstep: Class 9 contains 98249 members 
Mstep: Class 10 contains 8082 members 
Mstep: Class 11 contains 6999 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 66432 members 
Mstep: Class 14 contains 35289 members 
Mstep: Class 15 contains 105659 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7185 members 
Mstep: Class 18 contains 9706 members 
Mstep: Class 19 contains 14064 members 
Mstep: Class 20 contains 6391 members 
Mstep: Class 21 contains 2971 members 
Mstep: Class 22 contains 16262 members 
Mstep: Class 23 contains 96360 members 
Mstep: Class 24 contains 68624 members 
Mstep: Class 25 contains 32853 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2880 members 
Mstep: Class 29 contains 6966 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9287 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6731 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788848.000000 Penalty: 89247.812500
Iteration 265Q: 41 clusters Score -1.117888e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 104462 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 58664 members 
Mstep: Class 6 contains 26034 members 
Mstep: Class 7 contains 10222 members 
Mstep: Class 8 contains 96772 members 
Mstep: Class 9 contains 98303 members 
Mstep: Class 10 contains 8083 members 
Mstep: Class 11 contains 6998 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 66401 members 
Mstep: Class 14 contains 35266 members 
Mstep: Class 15 contains 105655 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7185 members 
Mstep: Class 18 contains 9710 members 
Mstep: Class 19 contains 14062 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 2971 members 
Mstep: Class 22 contains 16263 members 
Mstep: Class 23 contains 96339 members 
Mstep: Class 24 contains 68644 members 
Mstep: Class 25 contains 32828 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2881 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9287 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6725 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788728.000000 Penalty: 89247.812500
Iteration 266Q: 41 clusters Score -1.117887e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 104532 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2148 members 
Mstep: Class 5 contains 58661 members 
Mstep: Class 6 contains 26033 members 
Mstep: Class 7 contains 10217 members 
Mstep: Class 8 contains 96726 members 
Mstep: Class 9 contains 98362 members 
Mstep: Class 10 contains 8088 members 
Mstep: Class 11 contains 6999 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 66358 members 
Mstep: Class 14 contains 35251 members 
Mstep: Class 15 contains 105665 members 
Mstep: Class 16 contains 3528 members 
Mstep: Class 17 contains 7189 members 
Mstep: Class 18 contains 9713 members 
Mstep: Class 19 contains 14058 members 
Mstep: Class 20 contains 6388 members 
Mstep: Class 21 contains 2971 members 
Mstep: Class 22 contains 16265 members 
Mstep: Class 23 contains 96316 members 
Mstep: Class 24 contains 68655 members 
Mstep: Class 25 contains 32813 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2881 members 
Mstep: Class 29 contains 6960 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9287 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6719 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788472.000000 Penalty: 89247.812500
Iteration 267Q: 41 clusters Score -1.117885e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 104593 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2147 members 
Mstep: Class 5 contains 58662 members 
Mstep: Class 6 contains 26027 members 
Mstep: Class 7 contains 10213 members 
Mstep: Class 8 contains 96699 members 
Mstep: Class 9 contains 98401 members 
Mstep: Class 10 contains 8091 members 
Mstep: Class 11 contains 6998 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 66336 members 
Mstep: Class 14 contains 35233 members 
Mstep: Class 15 contains 105668 members 
Mstep: Class 16 contains 3528 members 
Mstep: Class 17 contains 7191 members 
Mstep: Class 18 contains 9713 members 
Mstep: Class 19 contains 14059 members 
Mstep: Class 20 contains 6385 members 
Mstep: Class 21 contains 2971 members 
Mstep: Class 22 contains 16269 members 
Mstep: Class 23 contains 96306 members 
Mstep: Class 24 contains 68666 members 
Mstep: Class 25 contains 32787 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2881 members 
Mstep: Class 29 contains 6958 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6715 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788584.000000 Penalty: 89247.812500
Iteration 268Q: 41 clusters Score -1.117886e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 104665 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2148 members 
Mstep: Class 5 contains 58652 members 
Mstep: Class 6 contains 26021 members 
Mstep: Class 7 contains 10208 members 
Mstep: Class 8 contains 96662 members 
Mstep: Class 9 contains 98418 members 
Mstep: Class 10 contains 8101 members 
Mstep: Class 11 contains 6996 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 66317 members 
Mstep: Class 14 contains 35227 members 
Mstep: Class 15 contains 105664 members 
Mstep: Class 16 contains 3528 members 
Mstep: Class 17 contains 7190 members 
Mstep: Class 18 contains 9715 members 
Mstep: Class 19 contains 14062 members 
Mstep: Class 20 contains 6383 members 
Mstep: Class 21 contains 2972 members 
Mstep: Class 22 contains 16270 members 
Mstep: Class 23 contains 96301 members 
Mstep: Class 24 contains 68686 members 
Mstep: Class 25 contains 32754 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2883 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6710 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788456.000000 Penalty: 89247.812500
Iteration 269Q: 41 clusters Score -1.117885e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 104736 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 58649 members 
Mstep: Class 6 contains 26021 members 
Mstep: Class 7 contains 10203 members 
Mstep: Class 8 contains 96591 members 
Mstep: Class 9 contains 98457 members 
Mstep: Class 10 contains 8106 members 
Mstep: Class 11 contains 6995 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 66314 members 
Mstep: Class 14 contains 35219 members 
Mstep: Class 15 contains 105645 members 
Mstep: Class 16 contains 3528 members 
Mstep: Class 17 contains 7190 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 14066 members 
Mstep: Class 20 contains 6384 members 
Mstep: Class 21 contains 2971 members 
Mstep: Class 22 contains 16270 members 
Mstep: Class 23 contains 96300 members 
Mstep: Class 24 contains 68711 members 
Mstep: Class 25 contains 32722 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2884 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6708 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788496.000000 Penalty: 89247.812500
Iteration 270Q: 41 clusters Score -1.117885e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 104829 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2148 members 
Mstep: Class 5 contains 58642 members 
Mstep: Class 6 contains 26023 members 
Mstep: Class 7 contains 10204 members 
Mstep: Class 8 contains 96508 members 
Mstep: Class 9 contains 98502 members 
Mstep: Class 10 contains 8114 members 
Mstep: Class 11 contains 6996 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 66301 members 
Mstep: Class 14 contains 35214 members 
Mstep: Class 15 contains 105614 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7189 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 14067 members 
Mstep: Class 20 contains 6384 members 
Mstep: Class 21 contains 2970 members 
Mstep: Class 22 contains 16272 members 
Mstep: Class 23 contains 96299 members 
Mstep: Class 24 contains 68728 members 
Mstep: Class 25 contains 32693 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2884 members 
Mstep: Class 29 contains 6966 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6707 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788528.000000 Penalty: 89247.812500
Iteration 271Q: 41 clusters Score -1.117885e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 104904 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2148 members 
Mstep: Class 5 contains 58640 members 
Mstep: Class 6 contains 26031 members 
Mstep: Class 7 contains 10205 members 
Mstep: Class 8 contains 96400 members 
Mstep: Class 9 contains 98536 members 
Mstep: Class 10 contains 8119 members 
Mstep: Class 11 contains 6996 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 66316 members 
Mstep: Class 14 contains 35210 members 
Mstep: Class 15 contains 105586 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 14064 members 
Mstep: Class 20 contains 6384 members 
Mstep: Class 21 contains 2970 members 
Mstep: Class 22 contains 16272 members 
Mstep: Class 23 contains 96306 members 
Mstep: Class 24 contains 68753 members 
Mstep: Class 25 contains 32669 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2885 members 
Mstep: Class 29 contains 6963 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6704 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788584.000000 Penalty: 89247.812500
Iteration 272Q: 41 clusters Score -1.117886e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 104923 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2148 members 
Mstep: Class 5 contains 58642 members 
Mstep: Class 6 contains 26036 members 
Mstep: Class 7 contains 10206 members 
Mstep: Class 8 contains 96322 members 
Mstep: Class 9 contains 98561 members 
Mstep: Class 10 contains 8121 members 
Mstep: Class 11 contains 6995 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 13 contains 66315 members 
Mstep: Class 14 contains 35214 members 
Mstep: Class 15 contains 105581 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7195 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 14066 members 
Mstep: Class 20 contains 6386 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16274 members 
Mstep: Class 23 contains 96319 members 
Mstep: Class 24 contains 68780 members 
Mstep: Class 25 contains 32651 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2884 members 
Mstep: Class 29 contains 6964 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6701 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788520.000000 Penalty: 89247.812500
Iteration 273Q: 41 clusters Score -1.117885e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 104931 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2148 members 
Mstep: Class 5 contains 58647 members 
Mstep: Class 6 contains 26031 members 
Mstep: Class 7 contains 10205 members 
Mstep: Class 8 contains 96245 members 
Mstep: Class 9 contains 98607 members 
Mstep: Class 10 contains 8127 members 
Mstep: Class 11 contains 6996 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 13 contains 66324 members 
Mstep: Class 14 contains 35215 members 
Mstep: Class 15 contains 105556 members 
Mstep: Class 16 contains 3530 members 
Mstep: Class 17 contains 7197 members 
Mstep: Class 18 contains 9713 members 
Mstep: Class 19 contains 14064 members 
Mstep: Class 20 contains 6385 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16278 members 
Mstep: Class 23 contains 96351 members 
Mstep: Class 24 contains 68801 members 
Mstep: Class 25 contains 32628 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2886 members 
Mstep: Class 29 contains 6965 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6697 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788512.000000 Penalty: 89247.812500
Iteration 274Q: 41 clusters Score -1.117885e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 104927 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2148 members 
Mstep: Class 5 contains 58649 members 
Mstep: Class 6 contains 26029 members 
Mstep: Class 7 contains 10204 members 
Mstep: Class 8 contains 96175 members 
Mstep: Class 9 contains 98660 members 
Mstep: Class 10 contains 8130 members 
Mstep: Class 11 contains 6994 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66327 members 
Mstep: Class 14 contains 35215 members 
Mstep: Class 15 contains 105542 members 
Mstep: Class 16 contains 3530 members 
Mstep: Class 17 contains 7198 members 
Mstep: Class 18 contains 9712 members 
Mstep: Class 19 contains 14064 members 
Mstep: Class 20 contains 6384 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16282 members 
Mstep: Class 23 contains 96373 members 
Mstep: Class 24 contains 68822 members 
Mstep: Class 25 contains 32611 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2889 members 
Mstep: Class 29 contains 6965 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9287 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6694 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788480.000000 Penalty: 89247.812500
Iteration 275Q: 41 clusters Score -1.117885e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 104926 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 58654 members 
Mstep: Class 6 contains 26027 members 
Mstep: Class 7 contains 10202 members 
Mstep: Class 8 contains 96143 members 
Mstep: Class 9 contains 98684 members 
Mstep: Class 10 contains 8136 members 
Mstep: Class 11 contains 6993 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66310 members 
Mstep: Class 14 contains 35215 members 
Mstep: Class 15 contains 105536 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7199 members 
Mstep: Class 18 contains 9712 members 
Mstep: Class 19 contains 14065 members 
Mstep: Class 20 contains 6384 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16286 members 
Mstep: Class 23 contains 96388 members 
Mstep: Class 24 contains 68848 members 
Mstep: Class 25 contains 32593 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2889 members 
Mstep: Class 29 contains 6964 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9287 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6690 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788536.000000 Penalty: 89247.812500
Iteration 276Q: 41 clusters Score -1.117885e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 104929 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2147 members 
Mstep: Class 5 contains 58655 members 
Mstep: Class 6 contains 26027 members 
Mstep: Class 7 contains 10204 members 
Mstep: Class 8 contains 96130 members 
Mstep: Class 9 contains 98710 members 
Mstep: Class 10 contains 8140 members 
Mstep: Class 11 contains 6995 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66297 members 
Mstep: Class 14 contains 35217 members 
Mstep: Class 15 contains 105525 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7200 members 
Mstep: Class 18 contains 9713 members 
Mstep: Class 19 contains 14064 members 
Mstep: Class 20 contains 6385 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16287 members 
Mstep: Class 23 contains 96397 members 
Mstep: Class 24 contains 68857 members 
Mstep: Class 25 contains 32573 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2890 members 
Mstep: Class 29 contains 6964 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6688 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788448.000000 Penalty: 89247.812500
Iteration 277Q: 41 clusters Score -1.117884e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 104933 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2148 members 
Mstep: Class 5 contains 58660 members 
Mstep: Class 6 contains 26028 members 
Mstep: Class 7 contains 10206 members 
Mstep: Class 8 contains 96116 members 
Mstep: Class 9 contains 98742 members 
Mstep: Class 10 contains 8145 members 
Mstep: Class 11 contains 6995 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66287 members 
Mstep: Class 14 contains 35220 members 
Mstep: Class 15 contains 105508 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7197 members 
Mstep: Class 18 contains 9713 members 
Mstep: Class 19 contains 14061 members 
Mstep: Class 20 contains 6386 members 
Mstep: Class 21 contains 2967 members 
Mstep: Class 22 contains 16290 members 
Mstep: Class 23 contains 96401 members 
Mstep: Class 24 contains 68863 members 
Mstep: Class 25 contains 32557 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2890 members 
Mstep: Class 29 contains 6965 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6686 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788360.000000 Penalty: 89247.812500
Iteration 278Q: 41 clusters Score -1.117884e+08 nChanged 312
Entering ConstructFrom: 
Score: -111788360.000000 Penalty: 89247.812500
Entering ConstructFrom: 
Trying to split cluster 1 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -37599.222656 Penalty: 969.081604
	Iteration 0F: 2 clusters Score -37599.22 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 192 members 
Entering Unmasked Estep 
Score: -36736.621094 Penalty: 1938.163208
	Iteration 0F: 3 clusters Score -36736.62 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36926.578125 Penalty: 1938.163208
	Iteration 1F: 3 clusters Score -36926.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36979.460938 Penalty: 1938.163208
	Iteration 2F: 3 clusters Score -36979.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -37039.925781 Penalty: 1938.163208
	Iteration 3Q: 3 clusters Score -37039.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -37075.968750 Penalty: 1938.163208
	Iteration 4Q: 3 clusters Score -37075.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -37133.261719 Penalty: 1938.163208
	Iteration 5Q: 3 clusters Score -37133.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -37142.078125 Penalty: 1938.163208
	Iteration 6Q: 3 clusters Score -37142.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -37147.773438 Penalty: 1938.163208
	Iteration 7Q: 3 clusters Score -37147.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -37155.269531 Penalty: 1938.163208
	Iteration 8Q: 3 clusters Score -37155.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -37161.539062 Penalty: 1938.163208
	Iteration 9Q: 3 clusters Score -37161.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -37175.386719 Penalty: 1938.163208
	Iteration 10Q: 3 clusters Score -37175.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -37176.218750 Penalty: 1938.163208
	Iteration 11Q: 3 clusters Score -37176.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -37177.078125 Penalty: 1938.163208
	Iteration 12F: 3 clusters Score -37177.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -37190.000000 Penalty: 1938.163208
	Iteration 13Q: 3 clusters Score -37190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -37193.878906 Penalty: 1938.163208
	Iteration 14Q: 3 clusters Score -37193.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -37198.203125 Penalty: 1938.163208
	Iteration 15Q: 3 clusters Score -37198.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -37200.902344 Penalty: 1938.163208
	Iteration 16Q: 3 clusters Score -37200.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -37200.902344 Penalty: 1938.163208
	Iteration 17F: 3 clusters Score -37200.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (104928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104928 members 
Entering Unmasked Estep 
Score: -13136070.000000 Penalty: 1878.667236
	Iteration 0F: 2 clusters Score -1.313607e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52272 members 
Mstep: Class 2 contains 52656 members 
Entering Unmasked Estep 
Score: -13068859.000000 Penalty: 3757.334473
	Iteration 0F: 3 clusters Score -1.306886e+07 nChanged 50262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49452 members 
Mstep: Class 2 contains 55476 members 
Entering Unmasked Estep 
Score: -13098259.000000 Penalty: 3757.334473
	Iteration 1F: 3 clusters Score -1.309826e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 57457 members 
Entering Unmasked Estep 
Score: -13099337.000000 Penalty: 3757.334473
	Iteration 2Q: 3 clusters Score -1.309934e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 60469 members 
Entering Unmasked Estep 
Score: -13100961.000000 Penalty: 3757.334473
	Iteration 3Q: 3 clusters Score -1.310096e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 64881 members 
Entering Unmasked Estep 
Score: -13103525.000000 Penalty: 3757.334473
	Iteration 4F: 3 clusters Score -1.310352e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 70701 members 
Entering Unmasked Estep 
Score: -13107653.000000 Penalty: 3757.334473
	Iteration 5F: 3 clusters Score -1.310765e+07 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 77668 members 
Entering Unmasked Estep 
Score: -13113509.000000 Penalty: 3757.334473
	Iteration 6F: 3 clusters Score -1.311351e+07 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 84648 members 
Entering Unmasked Estep 
Score: -13120103.000000 Penalty: 3757.334473
	Iteration 7F: 3 clusters Score -1.31201e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 90171 members 
Entering Unmasked Estep 
Score: -13125398.000000 Penalty: 3757.334473
	Iteration 8F: 3 clusters Score -1.31254e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 94119 members 
Entering Unmasked Estep 
Score: -13129690.000000 Penalty: 3757.334473
	Iteration 9Q: 3 clusters Score -1.312969e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 97069 members 
Entering Unmasked Estep 
Score: -13132174.000000 Penalty: 3757.334473
	Iteration 10Q: 3 clusters Score -1.313217e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 99550 members 
Entering Unmasked Estep 
Score: -13133659.000000 Penalty: 3757.334473
	Iteration 11Q: 3 clusters Score -1.313366e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 101330 members 
Entering Unmasked Estep 
Score: -13134356.000000 Penalty: 3757.334473
	Iteration 12Q: 3 clusters Score -1.313436e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 102577 members 
Entering Unmasked Estep 
Score: -13134619.000000 Penalty: 3757.334473
	Iteration 13Q: 3 clusters Score -1.313462e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 103339 members 
Entering Unmasked Estep 
Score: -13134756.000000 Penalty: 3757.334473
	Iteration 14Q: 3 clusters Score -1.313476e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 103769 members 
Entering Unmasked Estep 
Score: -13134754.000000 Penalty: 3757.334473
	Iteration 15Q: 3 clusters Score -1.313475e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 104001 members 
Entering Unmasked Estep 
Score: -13134746.000000 Penalty: 3757.334473
	Iteration 16Q: 3 clusters Score -1.313475e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 104140 members 
Entering Unmasked Estep 
Score: -13134769.000000 Penalty: 3757.334473
	Iteration 17Q: 3 clusters Score -1.313477e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 104236 members 
Entering Unmasked Estep 
Score: -13134765.000000 Penalty: 3757.334473
	Iteration 18Q: 3 clusters Score -1.313476e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 104302 members 
Entering Unmasked Estep 
Score: -13134776.000000 Penalty: 3757.334473
	Iteration 19Q: 3 clusters Score -1.313478e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 104343 members 
Entering Unmasked Estep 
Score: -13134779.000000 Penalty: 3757.334473
	Iteration 20F: 3 clusters Score -1.313478e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 104377 members 
Entering Unmasked Estep 
Score: -13134786.000000 Penalty: 3757.334473
	Iteration 21Q: 3 clusters Score -1.313479e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 104394 members 
Entering Unmasked Estep 
Score: -13134813.000000 Penalty: 3757.334473
	Iteration 22Q: 3 clusters Score -1.313481e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 104406 members 
Entering Unmasked Estep 
Score: -13134829.000000 Penalty: 3757.334473
	Iteration 23Q: 3 clusters Score -1.313483e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 104409 members 
Entering Unmasked Estep 
Score: -13134844.000000 Penalty: 3757.334473
	Iteration 24Q: 3 clusters Score -1.313484e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 104414 members 
Entering Unmasked Estep 
Score: -13134842.000000 Penalty: 3757.334473
	Iteration 25Q: 3 clusters Score -1.313484e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 104420 members 
Entering Unmasked Estep 
Score: -13134852.000000 Penalty: 3757.334473
	Iteration 26Q: 3 clusters Score -1.313485e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 104425 members 
Entering Unmasked Estep 
Score: -13134870.000000 Penalty: 3757.334473
	Iteration 27Q: 3 clusters Score -1.313487e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 104429 members 
Entering Unmasked Estep 
Score: -13134869.000000 Penalty: 3757.334473
	Iteration 28Q: 3 clusters Score -1.313487e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 104423 members 
Entering Unmasked Estep 
Score: -13134883.000000 Penalty: 3757.334473
	Iteration 29Q: 3 clusters Score -1.313488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 104422 members 
Entering Unmasked Estep 
Score: -13134895.000000 Penalty: 3757.334473
	Iteration 30Q: 3 clusters Score -1.31349e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 104420 members 
Entering Unmasked Estep 
Score: -13134890.000000 Penalty: 3757.334473
	Iteration 31Q: 3 clusters Score -1.313489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 104425 members 
Entering Unmasked Estep 
Score: -13134893.000000 Penalty: 3757.334473
	Iteration 32Q: 3 clusters Score -1.313489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 104426 members 
Entering Unmasked Estep 
Score: -13134885.000000 Penalty: 3757.334473
	Iteration 33Q: 3 clusters Score -1.313488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 104427 members 
Entering Unmasked Estep 
Score: -13134900.000000 Penalty: 3757.334473
	Iteration 34Q: 3 clusters Score -1.31349e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 104432 members 
Entering Unmasked Estep 
Score: -13134911.000000 Penalty: 3757.334473
	Iteration 35Q: 3 clusters Score -1.313491e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 104435 members 
Entering Unmasked Estep 
Score: -13134905.000000 Penalty: 3757.334473
	Iteration 36Q: 3 clusters Score -1.31349e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 104438 members 
Entering Unmasked Estep 
Score: -13134905.000000 Penalty: 3757.334473
	Iteration 37Q: 3 clusters Score -1.31349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 104443 members 
Entering Unmasked Estep 
Score: -13134905.000000 Penalty: 3757.334473
	Iteration 38Q: 3 clusters Score -1.31349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 104445 members 
Entering Unmasked Estep 
Score: -13134912.000000 Penalty: 3757.334473
	Iteration 39Q: 3 clusters Score -1.313491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 104447 members 
Entering Unmasked Estep 
Score: -13134904.000000 Penalty: 3757.334473
	Iteration 40F: 3 clusters Score -1.31349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 104449 members 
Entering Unmasked Estep 
Score: -13134916.000000 Penalty: 3757.334473
	Iteration 41Q: 3 clusters Score -1.313492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 104452 members 
Entering Unmasked Estep 
Score: -13134912.000000 Penalty: 3757.334473
	Iteration 42Q: 3 clusters Score -1.313491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 104456 members 
Entering Unmasked Estep 
Score: -13134901.000000 Penalty: 3757.334473
	Iteration 43Q: 3 clusters Score -1.31349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 104458 members 
Entering Unmasked Estep 
Score: -13134908.000000 Penalty: 3757.334473
	Iteration 44Q: 3 clusters Score -1.313491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 104458 members 
Entering Unmasked Estep 
Score: -13134900.000000 Penalty: 3757.334473
	Iteration 45Q: 3 clusters Score -1.31349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 104459 members 
Entering Unmasked Estep 
Score: -13134902.000000 Penalty: 3757.334473
	Iteration 46Q: 3 clusters Score -1.31349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 104459 members 
Entering Unmasked Estep 
Score: -13134900.000000 Penalty: 3757.334473
	Iteration 47Q: 3 clusters Score -1.31349e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 104459 members 
Entering Unmasked Estep 
Score: -13134900.000000 Penalty: 3757.334473
	Iteration 48F: 3 clusters Score -1.31349e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -25009.328125 Penalty: 943.334412
	Iteration 0F: 2 clusters Score -25009.33 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 161 members 
Entering Unmasked Estep 
Score: -24330.953125 Penalty: 1886.668823
	Iteration 0F: 3 clusters Score -24330.95 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -24653.851562 Penalty: 1886.668823
	Iteration 1F: 3 clusters Score -24653.85 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24721.919922 Penalty: 1886.668823
	Iteration 2F: 3 clusters Score -24721.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -24764.576172 Penalty: 1886.668823
	Iteration 3Q: 3 clusters Score -24764.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24802.525391 Penalty: 1886.668823
	Iteration 4Q: 3 clusters Score -24802.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24814.519531 Penalty: 1886.668823
	Iteration 5Q: 3 clusters Score -24814.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24843.925781 Penalty: 1886.668823
	Iteration 6Q: 3 clusters Score -24843.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24859.894531 Penalty: 1886.668823
	Iteration 7Q: 3 clusters Score -24859.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24919.074219 Penalty: 1886.668823
	Iteration 8F: 3 clusters Score -24919.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -25043.400391 Penalty: 1886.668823
	Iteration 9F: 3 clusters Score -25043.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -25252.675781 Penalty: 1886.668823
	Iteration 10F: 3 clusters Score -25252.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -25327.130859 Penalty: 1886.668823
	Iteration 11Q: 3 clusters Score -25327.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25395.650391 Penalty: 1886.668823
	Iteration 12Q: 3 clusters Score -25395.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -25406.898438 Penalty: 1886.668823
	Iteration 13Q: 3 clusters Score -25406.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -25406.898438 Penalty: 1886.668823
	Iteration 14F: 3 clusters Score -25406.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 104928 members 
Mstep: Class 3 contains 131 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 58667 members 
Mstep: Class 6 contains 26028 members 
Mstep: Class 7 contains 10208 members 
Mstep: Class 8 contains 96115 members 
Mstep: Class 9 contains 98747 members 
Mstep: Class 10 contains 8147 members 
Mstep: Class 11 contains 6995 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66279 members 
Mstep: Class 14 contains 35220 members 
Mstep: Class 15 contains 105495 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9716 members 
Mstep: Class 19 contains 14064 members 
Mstep: Class 20 contains 6386 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16292 members 
Mstep: Class 23 contains 96408 members 
Mstep: Class 24 contains 68873 members 
Mstep: Class 25 contains 32542 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2891 members 
Mstep: Class 29 contains 6965 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6686 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Mstep: Class 41 contains 201 members 
Entering Unmasked Estep 
Score: -111787368.000000 Penalty: 91479.007812
Splitting cluster 3 changes total score from -111788360.000000 to -111787368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (2149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Entering Unmasked Estep 
Score: -264981.406250 Penalty: 1246.823242
	Iteration 0F: 2 clusters Score -264981.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -262807.781250 Penalty: 2493.646484
	Iteration 0F: 3 clusters Score -262807.8 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -263307.406250 Penalty: 2493.646484
	Iteration 1F: 3 clusters Score -263307.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -263443.437500 Penalty: 2493.646484
	Iteration 2F: 3 clusters Score -263443.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -263540.562500 Penalty: 2493.646484
	Iteration 3F: 3 clusters Score -263540.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -263614.343750 Penalty: 2493.646484
	Iteration 4Q: 3 clusters Score -263614.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -263679.125000 Penalty: 2493.646484
	Iteration 5Q: 3 clusters Score -263679.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -263725.250000 Penalty: 2493.646484
	Iteration 6Q: 3 clusters Score -263725.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -263763.968750 Penalty: 2493.646484
	Iteration 7Q: 3 clusters Score -263764 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -263804.562500 Penalty: 2493.646484
	Iteration 8Q: 3 clusters Score -263804.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -263843.406250 Penalty: 2493.646484
	Iteration 9Q: 3 clusters Score -263843.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -263889.343750 Penalty: 2493.646484
	Iteration 10Q: 3 clusters Score -263889.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -263944.312500 Penalty: 2493.646484
	Iteration 11Q: 3 clusters Score -263944.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -264001.000000 Penalty: 2493.646484
	Iteration 12Q: 3 clusters Score -264001 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -264074.968750 Penalty: 2493.646484
	Iteration 13Q: 3 clusters Score -264075 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -264144.781250 Penalty: 2493.646484
	Iteration 14Q: 3 clusters Score -264144.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -264237.312500 Penalty: 2493.646484
	Iteration 15Q: 3 clusters Score -264237.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -264358.218750 Penalty: 2493.646484
	Iteration 16Q: 3 clusters Score -264358.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -264490.093750 Penalty: 2493.646484
	Iteration 17Q: 3 clusters Score -264490.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -264597.593750 Penalty: 2493.646484
	Iteration 18Q: 3 clusters Score -264597.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -264656.281250 Penalty: 2493.646484
	Iteration 19Q: 3 clusters Score -264656.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -264689.375000 Penalty: 2493.646484
	Iteration 20F: 3 clusters Score -264689.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -264705.031250 Penalty: 2493.646484
	Iteration 21Q: 3 clusters Score -264705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -264712.281250 Penalty: 2493.646484
	Iteration 22Q: 3 clusters Score -264712.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -264717.343750 Penalty: 2493.646484
	Iteration 23Q: 3 clusters Score -264717.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -264720.343750 Penalty: 2493.646484
	Iteration 24Q: 3 clusters Score -264720.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -264726.125000 Penalty: 2493.646484
	Iteration 25Q: 3 clusters Score -264726.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -264731.156250 Penalty: 2493.646484
	Iteration 26Q: 3 clusters Score -264731.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -264739.062500 Penalty: 2493.646484
	Iteration 27Q: 3 clusters Score -264739.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -264744.531250 Penalty: 2493.646484
	Iteration 28Q: 3 clusters Score -264744.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -264747.875000 Penalty: 2493.646484
	Iteration 29Q: 3 clusters Score -264747.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -264749.062500 Penalty: 2493.646484
	Iteration 30Q: 3 clusters Score -264749.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -264752.781250 Penalty: 2493.646484
	Iteration 31Q: 3 clusters Score -264752.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -264757.281250 Penalty: 2493.646484
	Iteration 32Q: 3 clusters Score -264757.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -264761.125000 Penalty: 2493.646484
	Iteration 33Q: 3 clusters Score -264761.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -264762.218750 Penalty: 2493.646484
	Iteration 34Q: 3 clusters Score -264762.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -264765.781250 Penalty: 2493.646484
	Iteration 35Q: 3 clusters Score -264765.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -264768.718750 Penalty: 2493.646484
	Iteration 36Q: 3 clusters Score -264768.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -264770.875000 Penalty: 2493.646484
	Iteration 37Q: 3 clusters Score -264770.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -264771.468750 Penalty: 2493.646484
	Iteration 38Q: 3 clusters Score -264771.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -264773.718750 Penalty: 2493.646484
	Iteration 39Q: 3 clusters Score -264773.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -264773.718750 Penalty: 2493.646484
	Iteration 40F: 3 clusters Score -264773.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (58667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58667 members 
Entering Unmasked Estep 
Score: -7143489.500000 Penalty: 1784.190308
	Iteration 0F: 2 clusters Score -7143490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -7104348.500000 Penalty: 3568.380615
	Iteration 0F: 3 clusters Score -7104348 nChanged 27550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -7120199.000000 Penalty: 3568.380615
	Iteration 1F: 3 clusters Score -7120199 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -7120772.000000 Penalty: 3568.380615
	Iteration 2Q: 3 clusters Score -7120772 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -7121394.500000 Penalty: 3568.380615
	Iteration 3Q: 3 clusters Score -7121394 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -7122220.500000 Penalty: 3568.380615
	Iteration 4Q: 3 clusters Score -7122220 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -7123361.000000 Penalty: 3568.380615
	Iteration 5Q: 3 clusters Score -7123361 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -7124967.000000 Penalty: 3568.380615
	Iteration 6F: 3 clusters Score -7124967 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -7127225.000000 Penalty: 3568.380615
	Iteration 7F: 3 clusters Score -7127225 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45294 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -7130022.500000 Penalty: 3568.380615
	Iteration 8F: 3 clusters Score -7130022 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49013 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -7133211.500000 Penalty: 3568.380615
	Iteration 9F: 3 clusters Score -7133212 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52334 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -7136185.000000 Penalty: 3568.380615
	Iteration 10F: 3 clusters Score -7136185 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54843 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -7138443.000000 Penalty: 3568.380615
	Iteration 11Q: 3 clusters Score -7138443 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56539 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -7140017.500000 Penalty: 3568.380615
	Iteration 12Q: 3 clusters Score -7140018 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57546 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -7140961.000000 Penalty: 3568.380615
	Iteration 13Q: 3 clusters Score -7140961 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58019 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7141395.500000 Penalty: 3568.380615
	Iteration 14Q: 3 clusters Score -7141396 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58248 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -7141626.500000 Penalty: 3568.380615
	Iteration 15Q: 3 clusters Score -7141626 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58355 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7141735.500000 Penalty: 3568.380615
	Iteration 16Q: 3 clusters Score -7141736 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58415 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7141821.500000 Penalty: 3568.380615
	Iteration 17Q: 3 clusters Score -7141822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58440 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7141850.500000 Penalty: 3568.380615
	Iteration 18Q: 3 clusters Score -7141850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58450 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -7141863.500000 Penalty: 3568.380615
	Iteration 19Q: 3 clusters Score -7141864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58455 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -7141888.000000 Penalty: 3568.380615
	Iteration 20F: 3 clusters Score -7141888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58460 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -7141891.000000 Penalty: 3568.380615
	Iteration 21Q: 3 clusters Score -7141891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58461 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7141894.500000 Penalty: 3568.380615
	Iteration 22Q: 3 clusters Score -7141894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58462 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7141907.000000 Penalty: 3568.380615
	Iteration 23Q: 3 clusters Score -7141907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58464 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7141907.000000 Penalty: 3568.380615
	Iteration 24Q: 3 clusters Score -7141907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58465 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7141908.500000 Penalty: 3568.380615
	Iteration 25Q: 3 clusters Score -7141908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58468 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -7141915.000000 Penalty: 3568.380615
	Iteration 26Q: 3 clusters Score -7141915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58469 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -7141914.500000 Penalty: 3568.380615
	Iteration 27Q: 3 clusters Score -7141914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58469 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -7141914.500000 Penalty: 3568.380615
	Iteration 28F: 3 clusters Score -7141914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Entering Unmasked Estep 
Score: -3207210.250000 Penalty: 1652.125854
	Iteration 0F: 2 clusters Score -3207210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -3189706.250000 Penalty: 3304.251709
	Iteration 0F: 3 clusters Score -3189706 nChanged 11881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -3196229.750000 Penalty: 3304.251709
	Iteration 1F: 3 clusters Score -3196230 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -3196666.250000 Penalty: 3304.251709
	Iteration 2Q: 3 clusters Score -3196666 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -3197122.750000 Penalty: 3304.251709
	Iteration 3Q: 3 clusters Score -3197123 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -3197674.500000 Penalty: 3304.251709
	Iteration 4Q: 3 clusters Score -3197674 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -3198369.250000 Penalty: 3304.251709
	Iteration 5Q: 3 clusters Score -3198369 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -3199149.250000 Penalty: 3304.251709
	Iteration 6Q: 3 clusters Score -3199149 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -3199986.250000 Penalty: 3304.251709
	Iteration 7Q: 3 clusters Score -3199986 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -3200833.750000 Penalty: 3304.251709
	Iteration 8Q: 3 clusters Score -3200834 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -3201717.000000 Penalty: 3304.251709
	Iteration 9Q: 3 clusters Score -3201717 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -3202528.750000 Penalty: 3304.251709
	Iteration 10Q: 3 clusters Score -3202529 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -3203253.500000 Penalty: 3304.251709
	Iteration 11Q: 3 clusters Score -3203254 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -3203826.500000 Penalty: 3304.251709
	Iteration 12Q: 3 clusters Score -3203826 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -3204270.500000 Penalty: 3304.251709
	Iteration 13Q: 3 clusters Score -3204270 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -3204593.000000 Penalty: 3304.251709
	Iteration 14Q: 3 clusters Score -3204593 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3204832.500000 Penalty: 3304.251709
	Iteration 15Q: 3 clusters Score -3204832 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3205043.250000 Penalty: 3304.251709
	Iteration 16Q: 3 clusters Score -3205043 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3205228.250000 Penalty: 3304.251709
	Iteration 17Q: 3 clusters Score -3205228 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3205373.000000 Penalty: 3304.251709
	Iteration 18Q: 3 clusters Score -3205373 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3205487.750000 Penalty: 3304.251709
	Iteration 19Q: 3 clusters Score -3205488 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3205560.500000 Penalty: 3304.251709
	Iteration 20F: 3 clusters Score -3205560 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3205615.000000 Penalty: 3304.251709
	Iteration 21Q: 3 clusters Score -3205615 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3205660.250000 Penalty: 3304.251709
	Iteration 22Q: 3 clusters Score -3205660 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3205688.000000 Penalty: 3304.251709
	Iteration 23Q: 3 clusters Score -3205688 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3205711.750000 Penalty: 3304.251709
	Iteration 24Q: 3 clusters Score -3205712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3205725.500000 Penalty: 3304.251709
	Iteration 25Q: 3 clusters Score -3205726 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3205747.250000 Penalty: 3304.251709
	Iteration 26Q: 3 clusters Score -3205747 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3205767.500000 Penalty: 3304.251709
	Iteration 27Q: 3 clusters Score -3205768 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3205784.750000 Penalty: 3304.251709
	Iteration 28Q: 3 clusters Score -3205785 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3205799.750000 Penalty: 3304.251709
	Iteration 29Q: 3 clusters Score -3205800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3205818.000000 Penalty: 3304.251709
	Iteration 30Q: 3 clusters Score -3205818 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3205831.000000 Penalty: 3304.251709
	Iteration 31Q: 3 clusters Score -3205831 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3205844.000000 Penalty: 3304.251709
	Iteration 32Q: 3 clusters Score -3205844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3205853.250000 Penalty: 3304.251709
	Iteration 33Q: 3 clusters Score -3205853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3205855.750000 Penalty: 3304.251709
	Iteration 34Q: 3 clusters Score -3205856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3205858.000000 Penalty: 3304.251709
	Iteration 35Q: 3 clusters Score -3205858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3205862.250000 Penalty: 3304.251709
	Iteration 36Q: 3 clusters Score -3205862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3205868.750000 Penalty: 3304.251709
	Iteration 37Q: 3 clusters Score -3205869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3205867.500000 Penalty: 3304.251709
	Iteration 38Q: 3 clusters Score -3205868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3205867.500000 Penalty: 3304.251709
	Iteration 39F: 3 clusters Score -3205868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Entering Unmasked Estep 
Score: -1190881.750000 Penalty: 1500.025757
	Iteration 0F: 2 clusters Score -1190882 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 5199 members 
Entering Unmasked Estep 
Score: -1183604.750000 Penalty: 3000.051514
	Iteration 0F: 3 clusters Score -1183605 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1186076.750000 Penalty: 3000.051514
	Iteration 1F: 3 clusters Score -1186077 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1186508.125000 Penalty: 3000.051514
	Iteration 2F: 3 clusters Score -1186508 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1186932.000000 Penalty: 3000.051514
	Iteration 3F: 3 clusters Score -1186932 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1187340.250000 Penalty: 3000.051514
	Iteration 4F: 3 clusters Score -1187340 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1187710.875000 Penalty: 3000.051514
	Iteration 5F: 3 clusters Score -1187711 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1188011.375000 Penalty: 3000.051514
	Iteration 6Q: 3 clusters Score -1188011 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1188265.625000 Penalty: 3000.051514
	Iteration 7Q: 3 clusters Score -1188266 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1188484.625000 Penalty: 3000.051514
	Iteration 8Q: 3 clusters Score -1188485 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1188653.625000 Penalty: 3000.051514
	Iteration 9Q: 3 clusters Score -1188654 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1188815.875000 Penalty: 3000.051514
	Iteration 10Q: 3 clusters Score -1188816 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1188934.625000 Penalty: 3000.051514
	Iteration 11Q: 3 clusters Score -1188935 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1189048.500000 Penalty: 3000.051514
	Iteration 12Q: 3 clusters Score -1189048 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1189149.875000 Penalty: 3000.051514
	Iteration 13Q: 3 clusters Score -1189150 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1189245.875000 Penalty: 3000.051514
	Iteration 14Q: 3 clusters Score -1189246 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1189324.750000 Penalty: 3000.051514
	Iteration 15Q: 3 clusters Score -1189325 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1189399.125000 Penalty: 3000.051514
	Iteration 16Q: 3 clusters Score -1189399 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1189473.750000 Penalty: 3000.051514
	Iteration 17Q: 3 clusters Score -1189474 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1189537.125000 Penalty: 3000.051514
	Iteration 18Q: 3 clusters Score -1189537 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1189586.000000 Penalty: 3000.051514
	Iteration 19Q: 3 clusters Score -1189586 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1189629.375000 Penalty: 3000.051514
	Iteration 20F: 3 clusters Score -1189629 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1189657.625000 Penalty: 3000.051514
	Iteration 21Q: 3 clusters Score -1189658 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1189689.750000 Penalty: 3000.051514
	Iteration 22Q: 3 clusters Score -1189690 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1189713.875000 Penalty: 3000.051514
	Iteration 23Q: 3 clusters Score -1189714 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1189734.875000 Penalty: 3000.051514
	Iteration 24Q: 3 clusters Score -1189735 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1189757.375000 Penalty: 3000.051514
	Iteration 25Q: 3 clusters Score -1189757 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1189767.875000 Penalty: 3000.051514
	Iteration 26Q: 3 clusters Score -1189768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1189779.000000 Penalty: 3000.051514
	Iteration 27Q: 3 clusters Score -1189779 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1189787.500000 Penalty: 3000.051514
	Iteration 28Q: 3 clusters Score -1189788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1189797.750000 Penalty: 3000.051514
	Iteration 29Q: 3 clusters Score -1189798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1189802.000000 Penalty: 3000.051514
	Iteration 30Q: 3 clusters Score -1189802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1189808.125000 Penalty: 3000.051514
	Iteration 31Q: 3 clusters Score -1189808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1189813.750000 Penalty: 3000.051514
	Iteration 32Q: 3 clusters Score -1189814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1189821.375000 Penalty: 3000.051514
	Iteration 33Q: 3 clusters Score -1189821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1189824.375000 Penalty: 3000.051514
	Iteration 34Q: 3 clusters Score -1189824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1189828.250000 Penalty: 3000.051514
	Iteration 35Q: 3 clusters Score -1189828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1189832.500000 Penalty: 3000.051514
	Iteration 36Q: 3 clusters Score -1189832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1189836.250000 Penalty: 3000.051514
	Iteration 37Q: 3 clusters Score -1189836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1189836.250000 Penalty: 3000.051514
	Iteration 38Q: 3 clusters Score -1189836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1189836.625000 Penalty: 3000.051514
	Iteration 39Q: 3 clusters Score -1189837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1189838.375000 Penalty: 3000.051514
	Iteration 40F: 3 clusters Score -1189838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1189839.750000 Penalty: 3000.051514
	Iteration 41Q: 3 clusters Score -1189840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1189839.500000 Penalty: 3000.051514
	Iteration 42Q: 3 clusters Score -1189840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1189841.125000 Penalty: 3000.051514
	Iteration 43Q: 3 clusters Score -1189841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1189841.125000 Penalty: 3000.051514
	Iteration 44F: 3 clusters Score -1189841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (96115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96115 members 
Entering Unmasked Estep 
Score: -12132949.000000 Penalty: 1864.411377
	Iteration 0F: 2 clusters Score -1.213295e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47965 members 
Mstep: Class 2 contains 48150 members 
Entering Unmasked Estep 
Score: -12069728.000000 Penalty: 3728.822754
	Iteration 0F: 3 clusters Score -1.206973e+07 nChanged 45819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 49799 members 
Entering Unmasked Estep 
Score: -12095933.000000 Penalty: 3728.822754
	Iteration 1F: 3 clusters Score -1.209593e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 50652 members 
Entering Unmasked Estep 
Score: -12096634.000000 Penalty: 3728.822754
	Iteration 2Q: 3 clusters Score -1.209663e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44169 members 
Mstep: Class 2 contains 51946 members 
Entering Unmasked Estep 
Score: -12097368.000000 Penalty: 3728.822754
	Iteration 3Q: 3 clusters Score -1.209737e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 53827 members 
Entering Unmasked Estep 
Score: -12098566.000000 Penalty: 3728.822754
	Iteration 4Q: 3 clusters Score -1.209857e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 56432 members 
Entering Unmasked Estep 
Score: -12100155.000000 Penalty: 3728.822754
	Iteration 5Q: 3 clusters Score -1.210016e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 60018 members 
Entering Unmasked Estep 
Score: -12102589.000000 Penalty: 3728.822754
	Iteration 6Q: 3 clusters Score -1.210259e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 64408 members 
Entering Unmasked Estep 
Score: -12106063.000000 Penalty: 3728.822754
	Iteration 7F: 3 clusters Score -1.210606e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 69396 members 
Entering Unmasked Estep 
Score: -12110391.000000 Penalty: 3728.822754
	Iteration 8F: 3 clusters Score -1.211039e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 74280 members 
Entering Unmasked Estep 
Score: -12114997.000000 Penalty: 3728.822754
	Iteration 9F: 3 clusters Score -1.2115e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 78356 members 
Entering Unmasked Estep 
Score: -12118932.000000 Penalty: 3728.822754
	Iteration 10F: 3 clusters Score -1.211893e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 81332 members 
Entering Unmasked Estep 
Score: -12121716.000000 Penalty: 3728.822754
	Iteration 11Q: 3 clusters Score -1.212172e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 83471 members 
Entering Unmasked Estep 
Score: -12123514.000000 Penalty: 3728.822754
	Iteration 12Q: 3 clusters Score -1.212351e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 85216 members 
Entering Unmasked Estep 
Score: -12124788.000000 Penalty: 3728.822754
	Iteration 13Q: 3 clusters Score -1.212479e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 86707 members 
Entering Unmasked Estep 
Score: -12125766.000000 Penalty: 3728.822754
	Iteration 14Q: 3 clusters Score -1.212577e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 88012 members 
Entering Unmasked Estep 
Score: -12126552.000000 Penalty: 3728.822754
	Iteration 15Q: 3 clusters Score -1.212655e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 89182 members 
Entering Unmasked Estep 
Score: -12127262.000000 Penalty: 3728.822754
	Iteration 16Q: 3 clusters Score -1.212726e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 90236 members 
Entering Unmasked Estep 
Score: -12127859.000000 Penalty: 3728.822754
	Iteration 17Q: 3 clusters Score -1.212786e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 91160 members 
Entering Unmasked Estep 
Score: -12128525.000000 Penalty: 3728.822754
	Iteration 18Q: 3 clusters Score -1.212852e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 91989 members 
Entering Unmasked Estep 
Score: -12129070.000000 Penalty: 3728.822754
	Iteration 19Q: 3 clusters Score -1.212907e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 92718 members 
Entering Unmasked Estep 
Score: -12129686.000000 Penalty: 3728.822754
	Iteration 20F: 3 clusters Score -1.212969e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 93345 members 
Entering Unmasked Estep 
Score: -12130097.000000 Penalty: 3728.822754
	Iteration 21Q: 3 clusters Score -1.21301e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 93855 members 
Entering Unmasked Estep 
Score: -12130412.000000 Penalty: 3728.822754
	Iteration 22Q: 3 clusters Score -1.213041e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 94227 members 
Entering Unmasked Estep 
Score: -12130677.000000 Penalty: 3728.822754
	Iteration 23Q: 3 clusters Score -1.213068e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 94524 members 
Entering Unmasked Estep 
Score: -12130842.000000 Penalty: 3728.822754
	Iteration 24Q: 3 clusters Score -1.213084e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 94738 members 
Entering Unmasked Estep 
Score: -12130944.000000 Penalty: 3728.822754
	Iteration 25Q: 3 clusters Score -1.213094e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 94891 members 
Entering Unmasked Estep 
Score: -12131050.000000 Penalty: 3728.822754
	Iteration 26Q: 3 clusters Score -1.213105e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 95011 members 
Entering Unmasked Estep 
Score: -12131135.000000 Penalty: 3728.822754
	Iteration 27Q: 3 clusters Score -1.213114e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 95108 members 
Entering Unmasked Estep 
Score: -12131199.000000 Penalty: 3728.822754
	Iteration 28Q: 3 clusters Score -1.21312e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 95179 members 
Entering Unmasked Estep 
Score: -12131233.000000 Penalty: 3728.822754
	Iteration 29Q: 3 clusters Score -1.213123e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 95220 members 
Entering Unmasked Estep 
Score: -12131247.000000 Penalty: 3728.822754
	Iteration 30Q: 3 clusters Score -1.213125e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 95262 members 
Entering Unmasked Estep 
Score: -12131267.000000 Penalty: 3728.822754
	Iteration 31Q: 3 clusters Score -1.213127e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 95291 members 
Entering Unmasked Estep 
Score: -12131261.000000 Penalty: 3728.822754
	Iteration 32Q: 3 clusters Score -1.213126e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 95314 members 
Entering Unmasked Estep 
Score: -12131275.000000 Penalty: 3728.822754
	Iteration 33Q: 3 clusters Score -1.213128e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 95332 members 
Entering Unmasked Estep 
Score: -12131291.000000 Penalty: 3728.822754
	Iteration 34Q: 3 clusters Score -1.213129e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 95345 members 
Entering Unmasked Estep 
Score: -12131295.000000 Penalty: 3728.822754
	Iteration 35Q: 3 clusters Score -1.21313e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 95355 members 
Entering Unmasked Estep 
Score: -12131299.000000 Penalty: 3728.822754
	Iteration 36Q: 3 clusters Score -1.21313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 95357 members 
Entering Unmasked Estep 
Score: -12131295.000000 Penalty: 3728.822754
	Iteration 37Q: 3 clusters Score -1.21313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 95360 members 
Entering Unmasked Estep 
Score: -12131301.000000 Penalty: 3728.822754
	Iteration 38Q: 3 clusters Score -1.21313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 95363 members 
Entering Unmasked Estep 
Score: -12131288.000000 Penalty: 3728.822754
	Iteration 39Q: 3 clusters Score -1.213129e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 95366 members 
Entering Unmasked Estep 
Score: -12131294.000000 Penalty: 3728.822754
	Iteration 40F: 3 clusters Score -1.213129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 95369 members 
Entering Unmasked Estep 
Score: -12131301.000000 Penalty: 3728.822754
	Iteration 41Q: 3 clusters Score -1.21313e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 95369 members 
Entering Unmasked Estep 
Score: -12131302.000000 Penalty: 3728.822754
	Iteration 42Q: 3 clusters Score -1.21313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 95376 members 
Entering Unmasked Estep 
Score: -12131305.000000 Penalty: 3728.822754
	Iteration 43Q: 3 clusters Score -1.21313e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 95382 members 
Entering Unmasked Estep 
Score: -12131312.000000 Penalty: 3728.822754
	Iteration 44Q: 3 clusters Score -1.213131e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 95387 members 
Entering Unmasked Estep 
Score: -12131313.000000 Penalty: 3728.822754
	Iteration 45Q: 3 clusters Score -1.213131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 95392 members 
Entering Unmasked Estep 
Score: -12131314.000000 Penalty: 3728.822754
	Iteration 46Q: 3 clusters Score -1.213131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 95401 members 
Entering Unmasked Estep 
Score: -12131309.000000 Penalty: 3728.822754
	Iteration 47Q: 3 clusters Score -1.213131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 95408 members 
Entering Unmasked Estep 
Score: -12131313.000000 Penalty: 3728.822754
	Iteration 48Q: 3 clusters Score -1.213131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 95414 members 
Entering Unmasked Estep 
Score: -12131322.000000 Penalty: 3728.822754
	Iteration 49Q: 3 clusters Score -1.213132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 95417 members 
Entering Unmasked Estep 
Score: -12131316.000000 Penalty: 3728.822754
	Iteration 50Q: 3 clusters Score -1.213132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 95422 members 
Entering Unmasked Estep 
Score: -12131321.000000 Penalty: 3728.822754
	Iteration 51Q: 3 clusters Score -1.213132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 95426 members 
Entering Unmasked Estep 
Score: -12131327.000000 Penalty: 3728.822754
	Iteration 52Q: 3 clusters Score -1.213133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 95429 members 
Entering Unmasked Estep 
Score: -12131328.000000 Penalty: 3728.822754
	Iteration 53Q: 3 clusters Score -1.213133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 95431 members 
Entering Unmasked Estep 
Score: -12131326.000000 Penalty: 3728.822754
	Iteration 54Q: 3 clusters Score -1.213133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 95437 members 
Entering Unmasked Estep 
Score: -12131325.000000 Penalty: 3728.822754
	Iteration 55Q: 3 clusters Score -1.213132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 95444 members 
Entering Unmasked Estep 
Score: -12131332.000000 Penalty: 3728.822754
	Iteration 56Q: 3 clusters Score -1.213133e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 95453 members 
Entering Unmasked Estep 
Score: -12131341.000000 Penalty: 3728.822754
	Iteration 57Q: 3 clusters Score -1.213134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 95457 members 
Entering Unmasked Estep 
Score: -12131354.000000 Penalty: 3728.822754
	Iteration 58Q: 3 clusters Score -1.213135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 95461 members 
Entering Unmasked Estep 
Score: -12131357.000000 Penalty: 3728.822754
	Iteration 59Q: 3 clusters Score -1.213136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 95460 members 
Entering Unmasked Estep 
Score: -12131352.000000 Penalty: 3728.822754
	Iteration 60F: 3 clusters Score -1.213135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 95462 members 
Entering Unmasked Estep 
Score: -12131353.000000 Penalty: 3728.822754
	Iteration 61Q: 3 clusters Score -1.213135e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 95462 members 
Entering Unmasked Estep 
Score: -12131353.000000 Penalty: 3728.822754
	Iteration 62F: 3 clusters Score -1.213135e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (98747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98747 members 
Entering Unmasked Estep 
Score: -12382427.000000 Penalty: 1868.801392
	Iteration 0F: 2 clusters Score -1.238243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 49558 members 
Entering Unmasked Estep 
Score: -12317978.000000 Penalty: 3737.602783
	Iteration 0F: 3 clusters Score -1.231798e+07 nChanged 47058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 51904 members 
Entering Unmasked Estep 
Score: -12345699.000000 Penalty: 3737.602783
	Iteration 1F: 3 clusters Score -1.23457e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 53356 members 
Entering Unmasked Estep 
Score: -12347244.000000 Penalty: 3737.602783
	Iteration 2Q: 3 clusters Score -1.234724e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 55668 members 
Entering Unmasked Estep 
Score: -12349467.000000 Penalty: 3737.602783
	Iteration 3Q: 3 clusters Score -1.234947e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 58844 members 
Entering Unmasked Estep 
Score: -12352787.000000 Penalty: 3737.602783
	Iteration 4F: 3 clusters Score -1.235279e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 63015 members 
Entering Unmasked Estep 
Score: -12357870.000000 Penalty: 3737.602783
	Iteration 5F: 3 clusters Score -1.235787e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 66945 members 
Entering Unmasked Estep 
Score: -12364385.000000 Penalty: 3737.602783
	Iteration 6F: 3 clusters Score -1.236438e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 69326 members 
Entering Unmasked Estep 
Score: -12369467.000000 Penalty: 3737.602783
	Iteration 7F: 3 clusters Score -1.236947e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 70110 members 
Entering Unmasked Estep 
Score: -12371472.000000 Penalty: 3737.602783
	Iteration 8Q: 3 clusters Score -1.237147e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 70216 members 
Entering Unmasked Estep 
Score: -12372112.000000 Penalty: 3737.602783
	Iteration 9Q: 3 clusters Score -1.237211e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 70119 members 
Entering Unmasked Estep 
Score: -12372364.000000 Penalty: 3737.602783
	Iteration 10Q: 3 clusters Score -1.237236e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 69886 members 
Entering Unmasked Estep 
Score: -12372498.000000 Penalty: 3737.602783
	Iteration 11Q: 3 clusters Score -1.23725e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 69557 members 
Entering Unmasked Estep 
Score: -12372517.000000 Penalty: 3737.602783
	Iteration 12Q: 3 clusters Score -1.237252e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 69107 members 
Entering Unmasked Estep 
Score: -12372644.000000 Penalty: 3737.602783
	Iteration 13Q: 3 clusters Score -1.237264e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 68558 members 
Entering Unmasked Estep 
Score: -12372639.000000 Penalty: 3737.602783
	Iteration 14Q: 3 clusters Score -1.237264e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 67987 members 
Entering Unmasked Estep 
Score: -12372602.000000 Penalty: 3737.602783
	Iteration 15Q: 3 clusters Score -1.23726e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 67440 members 
Entering Unmasked Estep 
Score: -12372663.000000 Penalty: 3737.602783
	Iteration 16Q: 3 clusters Score -1.237266e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 66865 members 
Entering Unmasked Estep 
Score: -12372666.000000 Penalty: 3737.602783
	Iteration 17Q: 3 clusters Score -1.237267e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 66221 members 
Entering Unmasked Estep 
Score: -12372635.000000 Penalty: 3737.602783
	Iteration 18Q: 3 clusters Score -1.237264e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 65562 members 
Entering Unmasked Estep 
Score: -12372586.000000 Penalty: 3737.602783
	Iteration 19Q: 3 clusters Score -1.237259e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 64900 members 
Entering Unmasked Estep 
Score: -12372514.000000 Penalty: 3737.602783
	Iteration 20F: 3 clusters Score -1.237251e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 64196 members 
Entering Unmasked Estep 
Score: -12372509.000000 Penalty: 3737.602783
	Iteration 21Q: 3 clusters Score -1.237251e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 63479 members 
Entering Unmasked Estep 
Score: -12372548.000000 Penalty: 3737.602783
	Iteration 22Q: 3 clusters Score -1.237255e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 62765 members 
Entering Unmasked Estep 
Score: -12372547.000000 Penalty: 3737.602783
	Iteration 23Q: 3 clusters Score -1.237255e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 61988 members 
Entering Unmasked Estep 
Score: -12372481.000000 Penalty: 3737.602783
	Iteration 24Q: 3 clusters Score -1.237248e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 61230 members 
Entering Unmasked Estep 
Score: -12372474.000000 Penalty: 3737.602783
	Iteration 25Q: 3 clusters Score -1.237247e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 60469 members 
Entering Unmasked Estep 
Score: -12372410.000000 Penalty: 3737.602783
	Iteration 26Q: 3 clusters Score -1.237241e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 59677 members 
Entering Unmasked Estep 
Score: -12372386.000000 Penalty: 3737.602783
	Iteration 27Q: 3 clusters Score -1.237239e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 58902 members 
Entering Unmasked Estep 
Score: -12372412.000000 Penalty: 3737.602783
	Iteration 28Q: 3 clusters Score -1.237241e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 58113 members 
Entering Unmasked Estep 
Score: -12372424.000000 Penalty: 3737.602783
	Iteration 29Q: 3 clusters Score -1.237242e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 57279 members 
Entering Unmasked Estep 
Score: -12372411.000000 Penalty: 3737.602783
	Iteration 30Q: 3 clusters Score -1.237241e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 56475 members 
Entering Unmasked Estep 
Score: -12372458.000000 Penalty: 3737.602783
	Iteration 31Q: 3 clusters Score -1.237246e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 55705 members 
Entering Unmasked Estep 
Score: -12372438.000000 Penalty: 3737.602783
	Iteration 32Q: 3 clusters Score -1.237244e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 54957 members 
Entering Unmasked Estep 
Score: -12372468.000000 Penalty: 3737.602783
	Iteration 33Q: 3 clusters Score -1.237247e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 54267 members 
Entering Unmasked Estep 
Score: -12372580.000000 Penalty: 3737.602783
	Iteration 34Q: 3 clusters Score -1.237258e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 53629 members 
Entering Unmasked Estep 
Score: -12372581.000000 Penalty: 3737.602783
	Iteration 35Q: 3 clusters Score -1.237258e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 53138 members 
Entering Unmasked Estep 
Score: -12372566.000000 Penalty: 3737.602783
	Iteration 36Q: 3 clusters Score -1.237257e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Mstep: Class 2 contains 52696 members 
Entering Unmasked Estep 
Score: -12372580.000000 Penalty: 3737.602783
	Iteration 37Q: 3 clusters Score -1.237258e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 52284 members 
Entering Unmasked Estep 
Score: -12372623.000000 Penalty: 3737.602783
	Iteration 38Q: 3 clusters Score -1.237262e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46847 members 
Mstep: Class 2 contains 51900 members 
Entering Unmasked Estep 
Score: -12372674.000000 Penalty: 3737.602783
	Iteration 39Q: 3 clusters Score -1.237267e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Mstep: Class 2 contains 51551 members 
Entering Unmasked Estep 
Score: -12372665.000000 Penalty: 3737.602783
	Iteration 40F: 3 clusters Score -1.237266e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 51238 members 
Entering Unmasked Estep 
Score: -12372653.000000 Penalty: 3737.602783
	Iteration 41Q: 3 clusters Score -1.237265e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47755 members 
Mstep: Class 2 contains 50992 members 
Entering Unmasked Estep 
Score: -12372672.000000 Penalty: 3737.602783
	Iteration 42Q: 3 clusters Score -1.237267e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -12372656.000000 Penalty: 3737.602783
	Iteration 43Q: 3 clusters Score -1.237266e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 50544 members 
Entering Unmasked Estep 
Score: -12372682.000000 Penalty: 3737.602783
	Iteration 44Q: 3 clusters Score -1.237268e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
Score: -12372714.000000 Penalty: 3737.602783
	Iteration 45Q: 3 clusters Score -1.237271e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 50237 members 
Entering Unmasked Estep 
Score: -12372695.000000 Penalty: 3737.602783
	Iteration 46Q: 3 clusters Score -1.23727e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48641 members 
Mstep: Class 2 contains 50106 members 
Entering Unmasked Estep 
Score: -12372698.000000 Penalty: 3737.602783
	Iteration 47Q: 3 clusters Score -1.23727e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48756 members 
Mstep: Class 2 contains 49991 members 
Entering Unmasked Estep 
Score: -12372728.000000 Penalty: 3737.602783
	Iteration 48Q: 3 clusters Score -1.237273e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 49893 members 
Entering Unmasked Estep 
Score: -12372746.000000 Penalty: 3737.602783
	Iteration 49Q: 3 clusters Score -1.237275e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 49796 members 
Entering Unmasked Estep 
Score: -12372763.000000 Penalty: 3737.602783
	Iteration 50Q: 3 clusters Score -1.237276e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49040 members 
Mstep: Class 2 contains 49707 members 
Entering Unmasked Estep 
Score: -12372798.000000 Penalty: 3737.602783
	Iteration 51Q: 3 clusters Score -1.23728e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 49641 members 
Entering Unmasked Estep 
Score: -12372827.000000 Penalty: 3737.602783
	Iteration 52Q: 3 clusters Score -1.237283e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49142 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -12372836.000000 Penalty: 3737.602783
	Iteration 53Q: 3 clusters Score -1.237284e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 49560 members 
Entering Unmasked Estep 
Score: -12372859.000000 Penalty: 3737.602783
	Iteration 54Q: 3 clusters Score -1.237286e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49223 members 
Mstep: Class 2 contains 49524 members 
Entering Unmasked Estep 
Score: -12372875.000000 Penalty: 3737.602783
	Iteration 55Q: 3 clusters Score -1.237288e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 49496 members 
Entering Unmasked Estep 
Score: -12372875.000000 Penalty: 3737.602783
	Iteration 56Q: 3 clusters Score -1.237288e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49269 members 
Mstep: Class 2 contains 49478 members 
Entering Unmasked Estep 
Score: -12372901.000000 Penalty: 3737.602783
	Iteration 57Q: 3 clusters Score -1.23729e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 49469 members 
Entering Unmasked Estep 
Score: -12372932.000000 Penalty: 3737.602783
	Iteration 58Q: 3 clusters Score -1.237293e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49281 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -12372941.000000 Penalty: 3737.602783
	Iteration 59Q: 3 clusters Score -1.237294e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49279 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -12372942.000000 Penalty: 3737.602783
	Iteration 60F: 3 clusters Score -1.237294e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49275 members 
Mstep: Class 2 contains 49472 members 
Entering Unmasked Estep 
Score: -12372944.000000 Penalty: 3737.602783
	Iteration 61Q: 3 clusters Score -1.237294e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 49471 members 
Entering Unmasked Estep 
Score: -12372944.000000 Penalty: 3737.602783
	Iteration 62Q: 3 clusters Score -1.237294e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49272 members 
Mstep: Class 2 contains 49475 members 
Entering Unmasked Estep 
Score: -12372945.000000 Penalty: 3737.602783
	Iteration 63Q: 3 clusters Score -1.237294e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49269 members 
Mstep: Class 2 contains 49478 members 
Entering Unmasked Estep 
Score: -12372941.000000 Penalty: 3737.602783
	Iteration 64Q: 3 clusters Score -1.237294e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 49476 members 
Entering Unmasked Estep 
Score: -12372948.000000 Penalty: 3737.602783
	Iteration 65Q: 3 clusters Score -1.237295e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49272 members 
Mstep: Class 2 contains 49475 members 
Entering Unmasked Estep 
Score: -12372932.000000 Penalty: 3737.602783
	Iteration 66Q: 3 clusters Score -1.237293e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49275 members 
Mstep: Class 2 contains 49472 members 
Entering Unmasked Estep 
Score: -12372957.000000 Penalty: 3737.602783
	Iteration 67Q: 3 clusters Score -1.237296e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 49471 members 
Entering Unmasked Estep 
Score: -12372963.000000 Penalty: 3737.602783
	Iteration 68Q: 3 clusters Score -1.237296e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49282 members 
Mstep: Class 2 contains 49465 members 
Entering Unmasked Estep 
Score: -12372964.000000 Penalty: 3737.602783
	Iteration 69Q: 3 clusters Score -1.237296e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 49460 members 
Entering Unmasked Estep 
Score: -12372969.000000 Penalty: 3737.602783
	Iteration 70Q: 3 clusters Score -1.237297e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49288 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
Score: -12372975.000000 Penalty: 3737.602783
	Iteration 71Q: 3 clusters Score -1.237298e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 49464 members 
Entering Unmasked Estep 
Score: -12372996.000000 Penalty: 3737.602783
	Iteration 72Q: 3 clusters Score -1.2373e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49275 members 
Mstep: Class 2 contains 49472 members 
Entering Unmasked Estep 
Score: -12372989.000000 Penalty: 3737.602783
	Iteration 73Q: 3 clusters Score -1.237299e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -12372995.000000 Penalty: 3737.602783
	Iteration 74Q: 3 clusters Score -1.2373e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49273 members 
Mstep: Class 2 contains 49474 members 
Entering Unmasked Estep 
Score: -12373012.000000 Penalty: 3737.602783
	Iteration 75Q: 3 clusters Score -1.237301e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49269 members 
Mstep: Class 2 contains 49478 members 
Entering Unmasked Estep 
Score: -12373016.000000 Penalty: 3737.602783
	Iteration 76Q: 3 clusters Score -1.237302e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49266 members 
Mstep: Class 2 contains 49481 members 
Entering Unmasked Estep 
Score: -12372994.000000 Penalty: 3737.602783
	Iteration 77Q: 3 clusters Score -1.237299e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 49485 members 
Entering Unmasked Estep 
Score: -12372981.000000 Penalty: 3737.602783
	Iteration 78Q: 3 clusters Score -1.237298e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 49495 members 
Entering Unmasked Estep 
Score: -12372983.000000 Penalty: 3737.602783
	Iteration 79Q: 3 clusters Score -1.237298e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49246 members 
Mstep: Class 2 contains 49501 members 
Entering Unmasked Estep 
Score: -12372987.000000 Penalty: 3737.602783
	Iteration 80F: 3 clusters Score -1.237299e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49253 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -12373011.000000 Penalty: 3737.602783
	Iteration 81Q: 3 clusters Score -1.237301e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49245 members 
Mstep: Class 2 contains 49502 members 
Entering Unmasked Estep 
Score: -12373005.000000 Penalty: 3737.602783
	Iteration 82Q: 3 clusters Score -1.2373e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -12373005.000000 Penalty: 3737.602783
	Iteration 83Q: 3 clusters Score -1.2373e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 49513 members 
Entering Unmasked Estep 
Score: -12372997.000000 Penalty: 3737.602783
	Iteration 84Q: 3 clusters Score -1.2373e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49241 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
Score: -12373013.000000 Penalty: 3737.602783
	Iteration 85Q: 3 clusters Score -1.237301e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49223 members 
Mstep: Class 2 contains 49524 members 
Entering Unmasked Estep 
Score: -12373012.000000 Penalty: 3737.602783
	Iteration 86Q: 3 clusters Score -1.237301e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 49540 members 
Entering Unmasked Estep 
Score: -12372997.000000 Penalty: 3737.602783
	Iteration 87Q: 3 clusters Score -1.2373e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49190 members 
Mstep: Class 2 contains 49557 members 
Entering Unmasked Estep 
Score: -12372970.000000 Penalty: 3737.602783
	Iteration 88Q: 3 clusters Score -1.237297e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 49564 members 
Entering Unmasked Estep 
Score: -12372982.000000 Penalty: 3737.602783
	Iteration 89Q: 3 clusters Score -1.237298e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49178 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -12372992.000000 Penalty: 3737.602783
	Iteration 90Q: 3 clusters Score -1.237299e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49173 members 
Mstep: Class 2 contains 49574 members 
Entering Unmasked Estep 
Score: -12372991.000000 Penalty: 3737.602783
	Iteration 91Q: 3 clusters Score -1.237299e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49171 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -12372981.000000 Penalty: 3737.602783
	Iteration 92Q: 3 clusters Score -1.237298e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49172 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -12372994.000000 Penalty: 3737.602783
	Iteration 93Q: 3 clusters Score -1.237299e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49173 members 
Mstep: Class 2 contains 49574 members 
Entering Unmasked Estep 
Score: -12372996.000000 Penalty: 3737.602783
	Iteration 94Q: 3 clusters Score -1.2373e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 49564 members 
Entering Unmasked Estep 
Score: -12373006.000000 Penalty: 3737.602783
	Iteration 95Q: 3 clusters Score -1.237301e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 49558 members 
Entering Unmasked Estep 
Score: -12373004.000000 Penalty: 3737.602783
	Iteration 96Q: 3 clusters Score -1.2373e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 49547 members 
Entering Unmasked Estep 
Score: -12373021.000000 Penalty: 3737.602783
	Iteration 97Q: 3 clusters Score -1.237302e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 49544 members 
Entering Unmasked Estep 
Score: -12373028.000000 Penalty: 3737.602783
	Iteration 98Q: 3 clusters Score -1.237303e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -12373026.000000 Penalty: 3737.602783
	Iteration 99Q: 3 clusters Score -1.237303e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -12373032.000000 Penalty: 3737.602783
	Iteration 100F: 3 clusters Score -1.237303e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -12373023.000000 Penalty: 3737.602783
	Iteration 101Q: 3 clusters Score -1.237302e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49180 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -12373028.000000 Penalty: 3737.602783
	Iteration 102Q: 3 clusters Score -1.237303e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49174 members 
Mstep: Class 2 contains 49573 members 
Entering Unmasked Estep 
Score: -12373019.000000 Penalty: 3737.602783
	Iteration 103Q: 3 clusters Score -1.237302e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49168 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -12373024.000000 Penalty: 3737.602783
	Iteration 104Q: 3 clusters Score -1.237302e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
Score: -12373016.000000 Penalty: 3737.602783
	Iteration 105Q: 3 clusters Score -1.237302e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49151 members 
Mstep: Class 2 contains 49596 members 
Entering Unmasked Estep 
Score: -12373029.000000 Penalty: 3737.602783
	Iteration 106Q: 3 clusters Score -1.237303e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49139 members 
Mstep: Class 2 contains 49608 members 
Entering Unmasked Estep 
Score: -12373031.000000 Penalty: 3737.602783
	Iteration 107Q: 3 clusters Score -1.237303e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49133 members 
Mstep: Class 2 contains 49614 members 
Entering Unmasked Estep 
Score: -12373032.000000 Penalty: 3737.602783
	Iteration 108Q: 3 clusters Score -1.237303e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49126 members 
Mstep: Class 2 contains 49621 members 
Entering Unmasked Estep 
Score: -12373043.000000 Penalty: 3737.602783
	Iteration 109Q: 3 clusters Score -1.237304e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49116 members 
Mstep: Class 2 contains 49631 members 
Entering Unmasked Estep 
Score: -12373053.000000 Penalty: 3737.602783
	Iteration 110Q: 3 clusters Score -1.237305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49109 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -12373047.000000 Penalty: 3737.602783
	Iteration 111Q: 3 clusters Score -1.237305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49107 members 
Mstep: Class 2 contains 49640 members 
Entering Unmasked Estep 
Score: -12373046.000000 Penalty: 3737.602783
	Iteration 112Q: 3 clusters Score -1.237305e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49107 members 
Mstep: Class 2 contains 49640 members 
Entering Unmasked Estep 
Score: -12373046.000000 Penalty: 3737.602783
	Iteration 113F: 3 clusters Score -1.237305e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Entering Unmasked Estep 
Score: -1015650.750000 Penalty: 1463.378418
	Iteration 0F: 2 clusters Score -1015651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1009660.875000 Penalty: 2926.756836
	Iteration 0F: 3 clusters Score -1009661 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1011524.875000 Penalty: 2926.756836
	Iteration 1F: 3 clusters Score -1011525 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1011710.625000 Penalty: 2926.756836
	Iteration 2F: 3 clusters Score -1011711 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1011898.687500 Penalty: 2926.756836
	Iteration 3Q: 3 clusters Score -1011899 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1012065.625000 Penalty: 2926.756836
	Iteration 4Q: 3 clusters Score -1012066 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1012220.312500 Penalty: 2926.756836
	Iteration 5Q: 3 clusters Score -1012220 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1012382.500000 Penalty: 2926.756836
	Iteration 6Q: 3 clusters Score -1012382 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1012588.312500 Penalty: 2926.756836
	Iteration 7Q: 3 clusters Score -1012588 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1012797.000000 Penalty: 2926.756836
	Iteration 8Q: 3 clusters Score -1012797 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1013011.062500 Penalty: 2926.756836
	Iteration 9Q: 3 clusters Score -1013011 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1013197.437500 Penalty: 2926.756836
	Iteration 10Q: 3 clusters Score -1013197 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1013405.000000 Penalty: 2926.756836
	Iteration 11Q: 3 clusters Score -1013405 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1013599.875000 Penalty: 2926.756836
	Iteration 12Q: 3 clusters Score -1013600 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1013759.062500 Penalty: 2926.756836
	Iteration 13Q: 3 clusters Score -1013759 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1013899.250000 Penalty: 2926.756836
	Iteration 14Q: 3 clusters Score -1013899 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1014009.562500 Penalty: 2926.756836
	Iteration 15Q: 3 clusters Score -1014010 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1014092.750000 Penalty: 2926.756836
	Iteration 16Q: 3 clusters Score -1014093 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1014150.812500 Penalty: 2926.756836
	Iteration 17Q: 3 clusters Score -1014151 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1014194.125000 Penalty: 2926.756836
	Iteration 18Q: 3 clusters Score -1014194 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1014235.687500 Penalty: 2926.756836
	Iteration 19Q: 3 clusters Score -1014236 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1014265.875000 Penalty: 2926.756836
	Iteration 20F: 3 clusters Score -1014266 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1014286.500000 Penalty: 2926.756836
	Iteration 21Q: 3 clusters Score -1014286 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1014310.437500 Penalty: 2926.756836
	Iteration 22Q: 3 clusters Score -1014310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1014334.000000 Penalty: 2926.756836
	Iteration 23Q: 3 clusters Score -1014334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1014349.062500 Penalty: 2926.756836
	Iteration 24Q: 3 clusters Score -1014349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1014358.875000 Penalty: 2926.756836
	Iteration 25Q: 3 clusters Score -1014359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1014369.625000 Penalty: 2926.756836
	Iteration 26Q: 3 clusters Score -1014370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1014374.437500 Penalty: 2926.756836
	Iteration 27Q: 3 clusters Score -1014374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1014377.125000 Penalty: 2926.756836
	Iteration 28Q: 3 clusters Score -1014377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1014377.250000 Penalty: 2926.756836
	Iteration 29Q: 3 clusters Score -1014377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1014380.250000 Penalty: 2926.756836
	Iteration 30Q: 3 clusters Score -1014380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1014383.312500 Penalty: 2926.756836
	Iteration 31Q: 3 clusters Score -1014383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1014384.812500 Penalty: 2926.756836
	Iteration 32Q: 3 clusters Score -1014385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1014386.625000 Penalty: 2926.756836
	Iteration 33Q: 3 clusters Score -1014387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1014388.062500 Penalty: 2926.756836
	Iteration 34Q: 3 clusters Score -1014388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1014387.562500 Penalty: 2926.756836
	Iteration 35Q: 3 clusters Score -1014388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1014390.187500 Penalty: 2926.756836
	Iteration 36Q: 3 clusters Score -1014390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1014393.125000 Penalty: 2926.756836
	Iteration 37Q: 3 clusters Score -1014393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1014393.500000 Penalty: 2926.756836
	Iteration 38Q: 3 clusters Score -1014394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1014393.500000 Penalty: 2926.756836
	Iteration 39F: 3 clusters Score -1014394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Entering Unmasked Estep 
Score: -821502.437500 Penalty: 1438.604492
	Iteration 0F: 2 clusters Score -821502.4 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 3503 members 
Entering Unmasked Estep 
Score: -816259.562500 Penalty: 2877.208984
	Iteration 0F: 3 clusters Score -816259.6 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -818141.500000 Penalty: 2877.208984
	Iteration 1F: 3 clusters Score -818141.5 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -818547.000000 Penalty: 2877.208984
	Iteration 2F: 3 clusters Score -818547 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -818825.812500 Penalty: 2877.208984
	Iteration 3F: 3 clusters Score -818825.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -819039.187500 Penalty: 2877.208984
	Iteration 4F: 3 clusters Score -819039.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -819208.125000 Penalty: 2877.208984
	Iteration 5Q: 3 clusters Score -819208.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -819392.187500 Penalty: 2877.208984
	Iteration 6Q: 3 clusters Score -819392.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -819566.000000 Penalty: 2877.208984
	Iteration 7Q: 3 clusters Score -819566 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -819730.062500 Penalty: 2877.208984
	Iteration 8Q: 3 clusters Score -819730.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -819894.062500 Penalty: 2877.208984
	Iteration 9Q: 3 clusters Score -819894.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -820106.625000 Penalty: 2877.208984
	Iteration 10Q: 3 clusters Score -820106.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -820347.937500 Penalty: 2877.208984
	Iteration 11Q: 3 clusters Score -820347.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -820585.687500 Penalty: 2877.208984
	Iteration 12Q: 3 clusters Score -820585.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -820804.000000 Penalty: 2877.208984
	Iteration 13Q: 3 clusters Score -820804 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -820973.375000 Penalty: 2877.208984
	Iteration 14Q: 3 clusters Score -820973.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -821107.625000 Penalty: 2877.208984
	Iteration 15Q: 3 clusters Score -821107.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -821234.062500 Penalty: 2877.208984
	Iteration 16Q: 3 clusters Score -821234.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -821336.687500 Penalty: 2877.208984
	Iteration 17Q: 3 clusters Score -821336.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -821441.250000 Penalty: 2877.208984
	Iteration 18Q: 3 clusters Score -821441.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -821574.562500 Penalty: 2877.208984
	Iteration 19Q: 3 clusters Score -821574.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -821700.875000 Penalty: 2877.208984
	Iteration 20F: 3 clusters Score -821700.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -821770.812500 Penalty: 2877.208984
	Iteration 21Q: 3 clusters Score -821770.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -821804.500000 Penalty: 2877.208984
	Iteration 22Q: 3 clusters Score -821804.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -821818.437500 Penalty: 2877.208984
	Iteration 23Q: 3 clusters Score -821818.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -821827.500000 Penalty: 2877.208984
	Iteration 24Q: 3 clusters Score -821827.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -821832.000000 Penalty: 2877.208984
	Iteration 25Q: 3 clusters Score -821832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -821832.500000 Penalty: 2877.208984
	Iteration 26Q: 3 clusters Score -821832.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -821833.562500 Penalty: 2877.208984
	Iteration 27Q: 3 clusters Score -821833.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -821834.500000 Penalty: 2877.208984
	Iteration 28Q: 3 clusters Score -821834.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -821834.500000 Penalty: 2877.208984
	Iteration 29Q: 3 clusters Score -821834.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -821835.812500 Penalty: 2877.208984
	Iteration 30Q: 3 clusters Score -821835.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -821835.812500 Penalty: 2877.208984
	Iteration 31F: 3 clusters Score -821835.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 104928 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 58667 members 
Mstep: Class 6 contains 26028 members 
Mstep: Class 7 contains 10208 members 
Mstep: Class 8 contains 96115 members 
Mstep: Class 9 contains 98747 members 
Mstep: Class 10 contains 8147 members 
Mstep: Class 11 contains 1298 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66279 members 
Mstep: Class 14 contains 35220 members 
Mstep: Class 15 contains 105495 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9716 members 
Mstep: Class 19 contains 14064 members 
Mstep: Class 20 contains 6386 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16292 members 
Mstep: Class 23 contains 96408 members 
Mstep: Class 24 contains 68873 members 
Mstep: Class 25 contains 32542 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2891 members 
Mstep: Class 29 contains 6965 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6686 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Mstep: Class 41 contains 5697 members 
Entering Unmasked Estep 
Score: -111787936.000000 Penalty: 91479.007812
Splitting cluster 11 changes total score from -111788360.000000 to -111787936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -105675.320312 Penalty: 1126.997681
	Iteration 0F: 2 clusters Score -105675.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -104223.382812 Penalty: 2253.995361
	Iteration 0F: 3 clusters Score -104223.4 nChanged 325
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: -104550.140625 Penalty: 2253.995361
	Iteration 1F: 3 clusters Score -104550.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -104690.695312 Penalty: 2253.995361
	Iteration 2F: 3 clusters Score -104690.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -104817.351562 Penalty: 2253.995361
	Iteration 3F: 3 clusters Score -104817.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -104935.679688 Penalty: 2253.995361
	Iteration 4F: 3 clusters Score -104935.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -105041.210938 Penalty: 2253.995361
	Iteration 5Q: 3 clusters Score -105041.2 nChanged 53
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: -105142.132812 Penalty: 2253.995361
	Iteration 6F: 3 clusters Score -105142.1 nChanged 36
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: -105187.234375 Penalty: 2253.995361
	Iteration 7Q: 3 clusters Score -105187.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -105219.851562 Penalty: 2253.995361
	Iteration 8Q: 3 clusters Score -105219.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -105249.265625 Penalty: 2253.995361
	Iteration 9Q: 3 clusters Score -105249.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -105263.109375 Penalty: 2253.995361
	Iteration 10Q: 3 clusters Score -105263.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -105273.468750 Penalty: 2253.995361
	Iteration 11Q: 3 clusters Score -105273.5 nChanged 8
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: -105284.429688 Penalty: 2253.995361
	Iteration 12Q: 3 clusters Score -105284.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -105287.500000 Penalty: 2253.995361
	Iteration 13Q: 3 clusters Score -105287.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -105291.656250 Penalty: 2253.995361
	Iteration 14Q: 3 clusters Score -105291.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -105295.242188 Penalty: 2253.995361
	Iteration 15Q: 3 clusters Score -105295.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -105296.546875 Penalty: 2253.995361
	Iteration 16Q: 3 clusters Score -105296.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -105303.531250 Penalty: 2253.995361
	Iteration 17Q: 3 clusters Score -105303.5 nChanged 3
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: -105305.406250 Penalty: 2253.995361
	Iteration 18Q: 3 clusters Score -105305.4 nChanged 1
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: -105306.992188 Penalty: 2253.995361
	Iteration 19Q: 3 clusters Score -105307 nChanged 2
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: -105307.804688 Penalty: 2253.995361
	Iteration 20F: 3 clusters Score -105307.8 nChanged 2
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: -105309.109375 Penalty: 2253.995361
	Iteration 21Q: 3 clusters Score -105309.1 nChanged 0
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: -105309.109375 Penalty: 2253.995361
	Iteration 22F: 3 clusters Score -105309.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (66279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66279 members 
Entering Unmasked Estep 
Score: -8395748.000000 Penalty: 1804.014648
	Iteration 0F: 2 clusters Score -8395748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -8351624.000000 Penalty: 3608.029297
	Iteration 0F: 3 clusters Score -8351624 nChanged 31410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -8369543.000000 Penalty: 3608.029297
	Iteration 1F: 3 clusters Score -8369543 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -8370125.000000 Penalty: 3608.029297
	Iteration 2Q: 3 clusters Score -8370125 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -8370984.500000 Penalty: 3608.029297
	Iteration 3Q: 3 clusters Score -8370984 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -8372339.000000 Penalty: 3608.029297
	Iteration 4Q: 3 clusters Score -8372339 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -8374612.500000 Penalty: 3608.029297
	Iteration 5F: 3 clusters Score -8374612 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48632 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -8378413.000000 Penalty: 3608.029297
	Iteration 6F: 3 clusters Score -8378413 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53942 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -8383307.000000 Penalty: 3608.029297
	Iteration 7F: 3 clusters Score -8383307 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58670 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -8387743.500000 Penalty: 3608.029297
	Iteration 8F: 3 clusters Score -8387744 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62003 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -8390872.000000 Penalty: 3608.029297
	Iteration 9F: 3 clusters Score -8390872 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63964 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -8392598.000000 Penalty: 3608.029297
	Iteration 10Q: 3 clusters Score -8392598 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64932 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -8393410.000000 Penalty: 3608.029297
	Iteration 11Q: 3 clusters Score -8393410 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65360 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -8393766.000000 Penalty: 3608.029297
	Iteration 12Q: 3 clusters Score -8393766 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65571 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8393948.000000 Penalty: 3608.029297
	Iteration 13Q: 3 clusters Score -8393948 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65690 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8394066.000000 Penalty: 3608.029297
	Iteration 14Q: 3 clusters Score -8394066 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65752 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8394159.000000 Penalty: 3608.029297
	Iteration 15Q: 3 clusters Score -8394159 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65791 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8394229.000000 Penalty: 3608.029297
	Iteration 16Q: 3 clusters Score -8394229 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65810 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8394290.000000 Penalty: 3608.029297
	Iteration 17Q: 3 clusters Score -8394290 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65826 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8394317.000000 Penalty: 3608.029297
	Iteration 18Q: 3 clusters Score -8394317 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65831 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8394353.000000 Penalty: 3608.029297
	Iteration 19Q: 3 clusters Score -8394353 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65843 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -8394376.000000 Penalty: 3608.029297
	Iteration 20F: 3 clusters Score -8394376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65847 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -8394393.000000 Penalty: 3608.029297
	Iteration 21Q: 3 clusters Score -8394393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65852 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8394392.000000 Penalty: 3608.029297
	Iteration 22Q: 3 clusters Score -8394392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65855 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8394401.000000 Penalty: 3608.029297
	Iteration 23Q: 3 clusters Score -8394401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65861 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8394413.000000 Penalty: 3608.029297
	Iteration 24Q: 3 clusters Score -8394413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65859 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8394425.000000 Penalty: 3608.029297
	Iteration 25Q: 3 clusters Score -8394425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65860 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8394431.000000 Penalty: 3608.029297
	Iteration 26Q: 3 clusters Score -8394431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65866 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8394437.000000 Penalty: 3608.029297
	Iteration 27Q: 3 clusters Score -8394437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65874 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8394450.000000 Penalty: 3608.029297
	Iteration 28Q: 3 clusters Score -8394450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65871 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8394454.000000 Penalty: 3608.029297
	Iteration 29Q: 3 clusters Score -8394454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65871 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8394456.000000 Penalty: 3608.029297
	Iteration 30Q: 3 clusters Score -8394456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65871 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8394456.000000 Penalty: 3608.029297
	Iteration 31F: 3 clusters Score -8394456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Entering Unmasked Estep 
Score: -4329264.000000 Penalty: 1701.272461
	Iteration 0F: 2 clusters Score -4329264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -4305677.000000 Penalty: 3402.544922
	Iteration 0F: 3 clusters Score -4305677 nChanged 16154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -4314921.000000 Penalty: 3402.544922
	Iteration 1F: 3 clusters Score -4314921 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -4315787.000000 Penalty: 3402.544922
	Iteration 2F: 3 clusters Score -4315787 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -4316970.500000 Penalty: 3402.544922
	Iteration 3F: 3 clusters Score -4316970 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -4318616.000000 Penalty: 3402.544922
	Iteration 4F: 3 clusters Score -4318616 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -4320696.000000 Penalty: 3402.544922
	Iteration 5F: 3 clusters Score -4320696 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -4322883.000000 Penalty: 3402.544922
	Iteration 6F: 3 clusters Score -4322883 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -4324731.500000 Penalty: 3402.544922
	Iteration 7F: 3 clusters Score -4324732 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -4326012.500000 Penalty: 3402.544922
	Iteration 8Q: 3 clusters Score -4326012 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -4326904.500000 Penalty: 3402.544922
	Iteration 9Q: 3 clusters Score -4326904 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -4327403.000000 Penalty: 3402.544922
	Iteration 10Q: 3 clusters Score -4327403 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -4327715.500000 Penalty: 3402.544922
	Iteration 11Q: 3 clusters Score -4327716 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -4327901.000000 Penalty: 3402.544922
	Iteration 12Q: 3 clusters Score -4327901 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -4327998.500000 Penalty: 3402.544922
	Iteration 13Q: 3 clusters Score -4327998 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -4328045.500000 Penalty: 3402.544922
	Iteration 14Q: 3 clusters Score -4328046 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -4328084.500000 Penalty: 3402.544922
	Iteration 15Q: 3 clusters Score -4328084 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -4328115.500000 Penalty: 3402.544922
	Iteration 16Q: 3 clusters Score -4328116 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -4328134.000000 Penalty: 3402.544922
	Iteration 17Q: 3 clusters Score -4328134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -4328149.500000 Penalty: 3402.544922
	Iteration 18Q: 3 clusters Score -4328150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -4328161.000000 Penalty: 3402.544922
	Iteration 19Q: 3 clusters Score -4328161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -4328182.000000 Penalty: 3402.544922
	Iteration 20F: 3 clusters Score -4328182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -4328186.000000 Penalty: 3402.544922
	Iteration 21Q: 3 clusters Score -4328186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -4328196.500000 Penalty: 3402.544922
	Iteration 22Q: 3 clusters Score -4328196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -4328198.000000 Penalty: 3402.544922
	Iteration 23Q: 3 clusters Score -4328198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -4328196.500000 Penalty: 3402.544922
	Iteration 24Q: 3 clusters Score -4328196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -4328201.500000 Penalty: 3402.544922
	Iteration 25Q: 3 clusters Score -4328202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -4328200.500000 Penalty: 3402.544922
	Iteration 26Q: 3 clusters Score -4328200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -4328200.500000 Penalty: 3402.544922
	Iteration 27Q: 3 clusters Score -4328200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -4328202.500000 Penalty: 3402.544922
	Iteration 28Q: 3 clusters Score -4328202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -4328203.000000 Penalty: 3402.544922
	Iteration 29Q: 3 clusters Score -4328203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -4328209.000000 Penalty: 3402.544922
	Iteration 30Q: 3 clusters Score -4328209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -4328209.000000 Penalty: 3402.544922
	Iteration 31Q: 3 clusters Score -4328209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -4328214.000000 Penalty: 3402.544922
	Iteration 32Q: 3 clusters Score -4328214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -4328211.500000 Penalty: 3402.544922
	Iteration 33Q: 3 clusters Score -4328212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -4328211.500000 Penalty: 3402.544922
	Iteration 34F: 3 clusters Score -4328212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (105495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105495 members 
Entering Unmasked Estep 
Score: -13229808.000000 Penalty: 1879.543091
	Iteration 0F: 2 clusters Score -1.322981e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52484 members 
Mstep: Class 2 contains 53011 members 
Entering Unmasked Estep 
Score: -13161729.000000 Penalty: 3759.086182
	Iteration 0F: 3 clusters Score -1.316173e+07 nChanged 50443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48589 members 
Mstep: Class 2 contains 56906 members 
Entering Unmasked Estep 
Score: -13192604.000000 Penalty: 3759.086182
	Iteration 1F: 3 clusters Score -1.31926e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 59487 members 
Entering Unmasked Estep 
Score: -13195162.000000 Penalty: 3759.086182
	Iteration 2Q: 3 clusters Score -1.319516e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 62933 members 
Entering Unmasked Estep 
Score: -13198370.000000 Penalty: 3759.086182
	Iteration 3F: 3 clusters Score -1.319837e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 67329 members 
Entering Unmasked Estep 
Score: -13202482.000000 Penalty: 3759.086182
	Iteration 4F: 3 clusters Score -1.320248e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 72509 members 
Entering Unmasked Estep 
Score: -13207022.000000 Penalty: 3759.086182
	Iteration 5F: 3 clusters Score -1.320702e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 77867 members 
Entering Unmasked Estep 
Score: -13211481.000000 Penalty: 3759.086182
	Iteration 6F: 3 clusters Score -1.321148e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 83098 members 
Entering Unmasked Estep 
Score: -13215216.000000 Penalty: 3759.086182
	Iteration 7F: 3 clusters Score -1.321522e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 87840 members 
Entering Unmasked Estep 
Score: -13218081.000000 Penalty: 3759.086182
	Iteration 8Q: 3 clusters Score -1.321808e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 91943 members 
Entering Unmasked Estep 
Score: -13221620.000000 Penalty: 3759.086182
	Iteration 9Q: 3 clusters Score -1.322162e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 95274 members 
Entering Unmasked Estep 
Score: -13224690.000000 Penalty: 3759.086182
	Iteration 10Q: 3 clusters Score -1.322469e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 97670 members 
Entering Unmasked Estep 
Score: -13226301.000000 Penalty: 3759.086182
	Iteration 11Q: 3 clusters Score -1.32263e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 99447 members 
Entering Unmasked Estep 
Score: -13227216.000000 Penalty: 3759.086182
	Iteration 12Q: 3 clusters Score -1.322722e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 100714 members 
Entering Unmasked Estep 
Score: -13227733.000000 Penalty: 3759.086182
	Iteration 13Q: 3 clusters Score -1.322773e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 101645 members 
Entering Unmasked Estep 
Score: -13228015.000000 Penalty: 3759.086182
	Iteration 14Q: 3 clusters Score -1.322802e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 102354 members 
Entering Unmasked Estep 
Score: -13228229.000000 Penalty: 3759.086182
	Iteration 15Q: 3 clusters Score -1.322823e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 102894 members 
Entering Unmasked Estep 
Score: -13228415.000000 Penalty: 3759.086182
	Iteration 16Q: 3 clusters Score -1.322842e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 103292 members 
Entering Unmasked Estep 
Score: -13228513.000000 Penalty: 3759.086182
	Iteration 17Q: 3 clusters Score -1.322851e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 103589 members 
Entering Unmasked Estep 
Score: -13228572.000000 Penalty: 3759.086182
	Iteration 18Q: 3 clusters Score -1.322857e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 103774 members 
Entering Unmasked Estep 
Score: -13228609.000000 Penalty: 3759.086182
	Iteration 19Q: 3 clusters Score -1.322861e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 103935 members 
Entering Unmasked Estep 
Score: -13228611.000000 Penalty: 3759.086182
	Iteration 20F: 3 clusters Score -1.322861e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 104043 members 
Entering Unmasked Estep 
Score: -13228645.000000 Penalty: 3759.086182
	Iteration 21Q: 3 clusters Score -1.322864e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 104120 members 
Entering Unmasked Estep 
Score: -13228643.000000 Penalty: 3759.086182
	Iteration 22Q: 3 clusters Score -1.322864e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 104182 members 
Entering Unmasked Estep 
Score: -13228666.000000 Penalty: 3759.086182
	Iteration 23Q: 3 clusters Score -1.322867e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 104230 members 
Entering Unmasked Estep 
Score: -13228682.000000 Penalty: 3759.086182
	Iteration 24Q: 3 clusters Score -1.322868e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 104273 members 
Entering Unmasked Estep 
Score: -13228721.000000 Penalty: 3759.086182
	Iteration 25Q: 3 clusters Score -1.322872e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 104316 members 
Entering Unmasked Estep 
Score: -13228727.000000 Penalty: 3759.086182
	Iteration 26Q: 3 clusters Score -1.322873e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 104354 members 
Entering Unmasked Estep 
Score: -13228742.000000 Penalty: 3759.086182
	Iteration 27Q: 3 clusters Score -1.322874e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 104374 members 
Entering Unmasked Estep 
Score: -13228749.000000 Penalty: 3759.086182
	Iteration 28Q: 3 clusters Score -1.322875e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 104388 members 
Entering Unmasked Estep 
Score: -13228759.000000 Penalty: 3759.086182
	Iteration 29Q: 3 clusters Score -1.322876e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 104404 members 
Entering Unmasked Estep 
Score: -13228748.000000 Penalty: 3759.086182
	Iteration 30Q: 3 clusters Score -1.322875e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 104412 members 
Entering Unmasked Estep 
Score: -13228761.000000 Penalty: 3759.086182
	Iteration 31Q: 3 clusters Score -1.322876e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 104423 members 
Entering Unmasked Estep 
Score: -13228772.000000 Penalty: 3759.086182
	Iteration 32Q: 3 clusters Score -1.322877e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 104435 members 
Entering Unmasked Estep 
Score: -13228770.000000 Penalty: 3759.086182
	Iteration 33Q: 3 clusters Score -1.322877e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 104450 members 
Entering Unmasked Estep 
Score: -13228781.000000 Penalty: 3759.086182
	Iteration 34Q: 3 clusters Score -1.322878e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 104461 members 
Entering Unmasked Estep 
Score: -13228788.000000 Penalty: 3759.086182
	Iteration 35Q: 3 clusters Score -1.322879e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 104465 members 
Entering Unmasked Estep 
Score: -13228797.000000 Penalty: 3759.086182
	Iteration 36Q: 3 clusters Score -1.32288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 104466 members 
Entering Unmasked Estep 
Score: -13228789.000000 Penalty: 3759.086182
	Iteration 37Q: 3 clusters Score -1.322879e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 104471 members 
Entering Unmasked Estep 
Score: -13228794.000000 Penalty: 3759.086182
	Iteration 38Q: 3 clusters Score -1.322879e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 104480 members 
Entering Unmasked Estep 
Score: -13228790.000000 Penalty: 3759.086182
	Iteration 39Q: 3 clusters Score -1.322879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 104485 members 
Entering Unmasked Estep 
Score: -13228799.000000 Penalty: 3759.086182
	Iteration 40F: 3 clusters Score -1.32288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 104486 members 
Entering Unmasked Estep 
Score: -13228794.000000 Penalty: 3759.086182
	Iteration 41Q: 3 clusters Score -1.322879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 104493 members 
Entering Unmasked Estep 
Score: -13228798.000000 Penalty: 3759.086182
	Iteration 42Q: 3 clusters Score -1.32288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 104498 members 
Entering Unmasked Estep 
Score: -13228794.000000 Penalty: 3759.086182
	Iteration 43Q: 3 clusters Score -1.322879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 104503 members 
Entering Unmasked Estep 
Score: -13228794.000000 Penalty: 3759.086182
	Iteration 44Q: 3 clusters Score -1.322879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 104505 members 
Entering Unmasked Estep 
Score: -13228796.000000 Penalty: 3759.086182
	Iteration 45Q: 3 clusters Score -1.32288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 104506 members 
Entering Unmasked Estep 
Score: -13228805.000000 Penalty: 3759.086182
	Iteration 46Q: 3 clusters Score -1.32288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 104508 members 
Entering Unmasked Estep 
Score: -13228801.000000 Penalty: 3759.086182
	Iteration 47Q: 3 clusters Score -1.32288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 104509 members 
Entering Unmasked Estep 
Score: -13228810.000000 Penalty: 3759.086182
	Iteration 48Q: 3 clusters Score -1.322881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 104510 members 
Entering Unmasked Estep 
Score: -13228812.000000 Penalty: 3759.086182
	Iteration 49Q: 3 clusters Score -1.322881e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 104515 members 
Entering Unmasked Estep 
Score: -13228804.000000 Penalty: 3759.086182
	Iteration 50Q: 3 clusters Score -1.32288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 104518 members 
Entering Unmasked Estep 
Score: -13228801.000000 Penalty: 3759.086182
	Iteration 51Q: 3 clusters Score -1.32288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 104520 members 
Entering Unmasked Estep 
Score: -13228789.000000 Penalty: 3759.086182
	Iteration 52Q: 3 clusters Score -1.322879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 104522 members 
Entering Unmasked Estep 
Score: -13228793.000000 Penalty: 3759.086182
	Iteration 53Q: 3 clusters Score -1.322879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 104525 members 
Entering Unmasked Estep 
Score: -13228785.000000 Penalty: 3759.086182
	Iteration 54Q: 3 clusters Score -1.322878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 104529 members 
Entering Unmasked Estep 
Score: -13228778.000000 Penalty: 3759.086182
	Iteration 55Q: 3 clusters Score -1.322878e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 104536 members 
Entering Unmasked Estep 
Score: -13228778.000000 Penalty: 3759.086182
	Iteration 56Q: 3 clusters Score -1.322878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 104539 members 
Entering Unmasked Estep 
Score: -13228776.000000 Penalty: 3759.086182
	Iteration 57Q: 3 clusters Score -1.322878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 104540 members 
Entering Unmasked Estep 
Score: -13228775.000000 Penalty: 3759.086182
	Iteration 58Q: 3 clusters Score -1.322878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 104540 members 
Entering Unmasked Estep 
Score: -13228785.000000 Penalty: 3759.086182
	Iteration 59Q: 3 clusters Score -1.322878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 104541 members 
Entering Unmasked Estep 
Score: -13228785.000000 Penalty: 3759.086182
	Iteration 60F: 3 clusters Score -1.322878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 104542 members 
Entering Unmasked Estep 
Score: -13228774.000000 Penalty: 3759.086182
	Iteration 61Q: 3 clusters Score -1.322877e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 104548 members 
Entering Unmasked Estep 
Score: -13228770.000000 Penalty: 3759.086182
	Iteration 62Q: 3 clusters Score -1.322877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 104550 members 
Entering Unmasked Estep 
Score: -13228774.000000 Penalty: 3759.086182
	Iteration 63Q: 3 clusters Score -1.322877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 104552 members 
Entering Unmasked Estep 
Score: -13228771.000000 Penalty: 3759.086182
	Iteration 64Q: 3 clusters Score -1.322877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 104555 members 
Entering Unmasked Estep 
Score: -13228773.000000 Penalty: 3759.086182
	Iteration 65Q: 3 clusters Score -1.322877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 104559 members 
Entering Unmasked Estep 
Score: -13228772.000000 Penalty: 3759.086182
	Iteration 66Q: 3 clusters Score -1.322877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 104561 members 
Entering Unmasked Estep 
Score: -13228778.000000 Penalty: 3759.086182
	Iteration 67Q: 3 clusters Score -1.322878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 104562 members 
Entering Unmasked Estep 
Score: -13228774.000000 Penalty: 3759.086182
	Iteration 68Q: 3 clusters Score -1.322877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 104563 members 
Entering Unmasked Estep 
Score: -13228771.000000 Penalty: 3759.086182
	Iteration 69Q: 3 clusters Score -1.322877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 104562 members 
Entering Unmasked Estep 
Score: -13228767.000000 Penalty: 3759.086182
	Iteration 70Q: 3 clusters Score -1.322877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 104564 members 
Entering Unmasked Estep 
Score: -13228762.000000 Penalty: 3759.086182
	Iteration 71Q: 3 clusters Score -1.322876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 104564 members 
Entering Unmasked Estep 
Score: -13228762.000000 Penalty: 3759.086182
	Iteration 72F: 3 clusters Score -1.322876e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Entering Unmasked Estep 
Score: -439989.906250 Penalty: 1327.517212
	Iteration 0F: 2 clusters Score -439989.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -436950.468750 Penalty: 2655.034424
	Iteration 0F: 3 clusters Score -436950.5 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -437783.156250 Penalty: 2655.034424
	Iteration 1F: 3 clusters Score -437783.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -437954.375000 Penalty: 2655.034424
	Iteration 2F: 3 clusters Score -437954.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -438081.625000 Penalty: 2655.034424
	Iteration 3Q: 3 clusters Score -438081.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -438207.062500 Penalty: 2655.034424
	Iteration 4Q: 3 clusters Score -438207.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -438417.093750 Penalty: 2655.034424
	Iteration 5Q: 3 clusters Score -438417.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -438692.718750 Penalty: 2655.034424
	Iteration 6Q: 3 clusters Score -438692.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -438878.625000 Penalty: 2655.034424
	Iteration 7F: 3 clusters Score -438878.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -439010.312500 Penalty: 2655.034424
	Iteration 8Q: 3 clusters Score -439010.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -439129.781250 Penalty: 2655.034424
	Iteration 9Q: 3 clusters Score -439129.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -439222.625000 Penalty: 2655.034424
	Iteration 10Q: 3 clusters Score -439222.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -439282.218750 Penalty: 2655.034424
	Iteration 11Q: 3 clusters Score -439282.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -439341.843750 Penalty: 2655.034424
	Iteration 12Q: 3 clusters Score -439341.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -439407.000000 Penalty: 2655.034424
	Iteration 13Q: 3 clusters Score -439407 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -439473.281250 Penalty: 2655.034424
	Iteration 14Q: 3 clusters Score -439473.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -439528.750000 Penalty: 2655.034424
	Iteration 15Q: 3 clusters Score -439528.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -439574.125000 Penalty: 2655.034424
	Iteration 16Q: 3 clusters Score -439574.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -439625.687500 Penalty: 2655.034424
	Iteration 17Q: 3 clusters Score -439625.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -439690.656250 Penalty: 2655.034424
	Iteration 18Q: 3 clusters Score -439690.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -439723.406250 Penalty: 2655.034424
	Iteration 19Q: 3 clusters Score -439723.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -439748.593750 Penalty: 2655.034424
	Iteration 20F: 3 clusters Score -439748.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -439761.000000 Penalty: 2655.034424
	Iteration 21Q: 3 clusters Score -439761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -439769.656250 Penalty: 2655.034424
	Iteration 22Q: 3 clusters Score -439769.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -439786.437500 Penalty: 2655.034424
	Iteration 23Q: 3 clusters Score -439786.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -439797.531250 Penalty: 2655.034424
	Iteration 24Q: 3 clusters Score -439797.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -439804.031250 Penalty: 2655.034424
	Iteration 25Q: 3 clusters Score -439804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -439806.937500 Penalty: 2655.034424
	Iteration 26Q: 3 clusters Score -439806.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -439811.281250 Penalty: 2655.034424
	Iteration 27Q: 3 clusters Score -439811.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -439813.750000 Penalty: 2655.034424
	Iteration 28Q: 3 clusters Score -439813.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -439819.218750 Penalty: 2655.034424
	Iteration 29Q: 3 clusters Score -439819.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -439821.750000 Penalty: 2655.034424
	Iteration 30Q: 3 clusters Score -439821.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -439824.718750 Penalty: 2655.034424
	Iteration 31Q: 3 clusters Score -439824.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -439826.312500 Penalty: 2655.034424
	Iteration 32Q: 3 clusters Score -439826.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -439829.187500 Penalty: 2655.034424
	Iteration 33Q: 3 clusters Score -439829.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -439835.031250 Penalty: 2655.034424
	Iteration 34Q: 3 clusters Score -439835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -439838.812500 Penalty: 2655.034424
	Iteration 35Q: 3 clusters Score -439838.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -439841.656250 Penalty: 2655.034424
	Iteration 36Q: 3 clusters Score -439841.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -439845.656250 Penalty: 2655.034424
	Iteration 37Q: 3 clusters Score -439845.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -439846.593750 Penalty: 2655.034424
	Iteration 38Q: 3 clusters Score -439846.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -439847.125000 Penalty: 2655.034424
	Iteration 39Q: 3 clusters Score -439847.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -439847.062500 Penalty: 2655.034424
	Iteration 40F: 3 clusters Score -439847.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Entering Unmasked Estep 
Score: -853794.312500 Penalty: 1443.208130
	Iteration 0F: 2 clusters Score -853794.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -848456.750000 Penalty: 2886.416260
	Iteration 0F: 3 clusters Score -848456.8 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -850145.125000 Penalty: 2886.416260
	Iteration 1F: 3 clusters Score -850145.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -850481.250000 Penalty: 2886.416260
	Iteration 2F: 3 clusters Score -850481.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -850797.875000 Penalty: 2886.416260
	Iteration 3F: 3 clusters Score -850797.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -851090.750000 Penalty: 2886.416260
	Iteration 4F: 3 clusters Score -851090.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -851363.687500 Penalty: 2886.416260
	Iteration 5F: 3 clusters Score -851363.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -851593.562500 Penalty: 2886.416260
	Iteration 6Q: 3 clusters Score -851593.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -851776.062500 Penalty: 2886.416260
	Iteration 7Q: 3 clusters Score -851776.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -851923.812500 Penalty: 2886.416260
	Iteration 8Q: 3 clusters Score -851923.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -852065.187500 Penalty: 2886.416260
	Iteration 9Q: 3 clusters Score -852065.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -852200.375000 Penalty: 2886.416260
	Iteration 10Q: 3 clusters Score -852200.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -852296.250000 Penalty: 2886.416260
	Iteration 11Q: 3 clusters Score -852296.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -852373.562500 Penalty: 2886.416260
	Iteration 12Q: 3 clusters Score -852373.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -852461.500000 Penalty: 2886.416260
	Iteration 13Q: 3 clusters Score -852461.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -852543.187500 Penalty: 2886.416260
	Iteration 14Q: 3 clusters Score -852543.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -852625.875000 Penalty: 2886.416260
	Iteration 15Q: 3 clusters Score -852625.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -852698.187500 Penalty: 2886.416260
	Iteration 16Q: 3 clusters Score -852698.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -852763.562500 Penalty: 2886.416260
	Iteration 17Q: 3 clusters Score -852763.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -852798.187500 Penalty: 2886.416260
	Iteration 18Q: 3 clusters Score -852798.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -852822.812500 Penalty: 2886.416260
	Iteration 19Q: 3 clusters Score -852822.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -852834.875000 Penalty: 2886.416260
	Iteration 20F: 3 clusters Score -852834.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -852843.062500 Penalty: 2886.416260
	Iteration 21Q: 3 clusters Score -852843.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -852845.312500 Penalty: 2886.416260
	Iteration 22Q: 3 clusters Score -852845.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -852849.000000 Penalty: 2886.416260
	Iteration 23Q: 3 clusters Score -852849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -852854.187500 Penalty: 2886.416260
	Iteration 24Q: 3 clusters Score -852854.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -852858.437500 Penalty: 2886.416260
	Iteration 25Q: 3 clusters Score -852858.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -852866.500000 Penalty: 2886.416260
	Iteration 26Q: 3 clusters Score -852866.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -852874.750000 Penalty: 2886.416260
	Iteration 27Q: 3 clusters Score -852874.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -852880.312500 Penalty: 2886.416260
	Iteration 28Q: 3 clusters Score -852880.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -852884.812500 Penalty: 2886.416260
	Iteration 29Q: 3 clusters Score -852884.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -852887.687500 Penalty: 2886.416260
	Iteration 30Q: 3 clusters Score -852887.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -852891.062500 Penalty: 2886.416260
	Iteration 31Q: 3 clusters Score -852891.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -852895.062500 Penalty: 2886.416260
	Iteration 32Q: 3 clusters Score -852895.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -852898.250000 Penalty: 2886.416260
	Iteration 33Q: 3 clusters Score -852898.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -852902.312500 Penalty: 2886.416260
	Iteration 34Q: 3 clusters Score -852902.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -852902.312500 Penalty: 2886.416260
	Iteration 35Q: 3 clusters Score -852902.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -852904.687500 Penalty: 2886.416260
	Iteration 36Q: 3 clusters Score -852904.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -852905.062500 Penalty: 2886.416260
	Iteration 37Q: 3 clusters Score -852905.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -852905.812500 Penalty: 2886.416260
	Iteration 38Q: 3 clusters Score -852905.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -852905.812500 Penalty: 2886.416260
	Iteration 39F: 3 clusters Score -852905.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Entering Unmasked Estep 
Score: -1203623.250000 Penalty: 1491.998413
	Iteration 0F: 2 clusters Score -1203623 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 4906 members 
Entering Unmasked Estep 
Score: -1196687.375000 Penalty: 2983.996826
	Iteration 0F: 3 clusters Score -1196687 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1199023.875000 Penalty: 2983.996826
	Iteration 1F: 3 clusters Score -1199024 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1199412.875000 Penalty: 2983.996826
	Iteration 2F: 3 clusters Score -1199413 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1199786.250000 Penalty: 2983.996826
	Iteration 3F: 3 clusters Score -1199786 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1200209.875000 Penalty: 2983.996826
	Iteration 4F: 3 clusters Score -1200210 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1200600.750000 Penalty: 2983.996826
	Iteration 5F: 3 clusters Score -1200601 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1201000.250000 Penalty: 2983.996826
	Iteration 6F: 3 clusters Score -1201000 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1201345.125000 Penalty: 2983.996826
	Iteration 7F: 3 clusters Score -1201345 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1201578.750000 Penalty: 2983.996826
	Iteration 8Q: 3 clusters Score -1201579 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1201748.750000 Penalty: 2983.996826
	Iteration 9Q: 3 clusters Score -1201749 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1201863.875000 Penalty: 2983.996826
	Iteration 10Q: 3 clusters Score -1201864 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1201922.000000 Penalty: 2983.996826
	Iteration 11Q: 3 clusters Score -1201922 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1201961.625000 Penalty: 2983.996826
	Iteration 12Q: 3 clusters Score -1201962 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1201977.500000 Penalty: 2983.996826
	Iteration 13Q: 3 clusters Score -1201978 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1201982.250000 Penalty: 2983.996826
	Iteration 14Q: 3 clusters Score -1201982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1201990.625000 Penalty: 2983.996826
	Iteration 15Q: 3 clusters Score -1201991 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1201994.625000 Penalty: 2983.996826
	Iteration 16Q: 3 clusters Score -1201995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1201995.000000 Penalty: 2983.996826
	Iteration 17Q: 3 clusters Score -1201995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1201994.875000 Penalty: 2983.996826
	Iteration 18Q: 3 clusters Score -1201995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1201996.250000 Penalty: 2983.996826
	Iteration 19Q: 3 clusters Score -1201996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1201996.125000 Penalty: 2983.996826
	Iteration 20F: 3 clusters Score -1201996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1201997.250000 Penalty: 2983.996826
	Iteration 21Q: 3 clusters Score -1201997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1201995.750000 Penalty: 2983.996826
	Iteration 22Q: 3 clusters Score -1201996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1201997.625000 Penalty: 2983.996826
	Iteration 23Q: 3 clusters Score -1201998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1201997.375000 Penalty: 2983.996826
	Iteration 24Q: 3 clusters Score -1201997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1201998.375000 Penalty: 2983.996826
	Iteration 25Q: 3 clusters Score -1201998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1201997.625000 Penalty: 2983.996826
	Iteration 26Q: 3 clusters Score -1201998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1201999.500000 Penalty: 2983.996826
	Iteration 27Q: 3 clusters Score -1202000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1202001.750000 Penalty: 2983.996826
	Iteration 28Q: 3 clusters Score -1202002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1202002.625000 Penalty: 2983.996826
	Iteration 29Q: 3 clusters Score -1202003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1202004.875000 Penalty: 2983.996826
	Iteration 30Q: 3 clusters Score -1202005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1202005.250000 Penalty: 2983.996826
	Iteration 31Q: 3 clusters Score -1202005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1202004.125000 Penalty: 2983.996826
	Iteration 32Q: 3 clusters Score -1202004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1202004.750000 Penalty: 2983.996826
	Iteration 33Q: 3 clusters Score -1202005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1202004.750000 Penalty: 2983.996826
	Iteration 34F: 3 clusters Score -1202005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Entering Unmasked Estep 
Score: -1752399.125000 Penalty: 1552.098145
	Iteration 0F: 2 clusters Score -1752399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1742603.125000 Penalty: 3104.196289
	Iteration 0F: 3 clusters Score -1742603 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1746208.250000 Penalty: 3104.196289
	Iteration 1F: 3 clusters Score -1746208 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1746722.500000 Penalty: 3104.196289
	Iteration 2F: 3 clusters Score -1746722 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1747246.625000 Penalty: 3104.196289
	Iteration 3F: 3 clusters Score -1747247 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1747850.125000 Penalty: 3104.196289
	Iteration 4F: 3 clusters Score -1747850 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1748475.625000 Penalty: 3104.196289
	Iteration 5F: 3 clusters Score -1748476 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1749108.625000 Penalty: 3104.196289
	Iteration 6F: 3 clusters Score -1749109 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1749708.250000 Penalty: 3104.196289
	Iteration 7F: 3 clusters Score -1749708 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1750251.875000 Penalty: 3104.196289
	Iteration 8F: 3 clusters Score -1750252 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1750658.375000 Penalty: 3104.196289
	Iteration 9Q: 3 clusters Score -1750658 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1750904.125000 Penalty: 3104.196289
	Iteration 10Q: 3 clusters Score -1750904 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1751079.125000 Penalty: 3104.196289
	Iteration 11Q: 3 clusters Score -1751079 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1751202.250000 Penalty: 3104.196289
	Iteration 12Q: 3 clusters Score -1751202 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1751304.000000 Penalty: 3104.196289
	Iteration 13Q: 3 clusters Score -1751304 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1751402.625000 Penalty: 3104.196289
	Iteration 14Q: 3 clusters Score -1751403 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1751470.875000 Penalty: 3104.196289
	Iteration 15Q: 3 clusters Score -1751471 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1751521.500000 Penalty: 3104.196289
	Iteration 16Q: 3 clusters Score -1751522 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1751546.750000 Penalty: 3104.196289
	Iteration 17Q: 3 clusters Score -1751547 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1751577.625000 Penalty: 3104.196289
	Iteration 18Q: 3 clusters Score -1751578 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1751587.625000 Penalty: 3104.196289
	Iteration 19Q: 3 clusters Score -1751588 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1751604.625000 Penalty: 3104.196289
	Iteration 20F: 3 clusters Score -1751605 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1751608.500000 Penalty: 3104.196289
	Iteration 21Q: 3 clusters Score -1751608 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1751620.875000 Penalty: 3104.196289
	Iteration 22Q: 3 clusters Score -1751621 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1751628.250000 Penalty: 3104.196289
	Iteration 23Q: 3 clusters Score -1751628 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1751633.875000 Penalty: 3104.196289
	Iteration 24Q: 3 clusters Score -1751634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1751634.625000 Penalty: 3104.196289
	Iteration 25Q: 3 clusters Score -1751635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1751638.875000 Penalty: 3104.196289
	Iteration 26Q: 3 clusters Score -1751639 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1751644.125000 Penalty: 3104.196289
	Iteration 27Q: 3 clusters Score -1751644 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1751650.125000 Penalty: 3104.196289
	Iteration 28Q: 3 clusters Score -1751650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1751655.250000 Penalty: 3104.196289
	Iteration 29Q: 3 clusters Score -1751655 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1751663.250000 Penalty: 3104.196289
	Iteration 30Q: 3 clusters Score -1751663 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1751663.250000 Penalty: 3104.196289
	Iteration 31Q: 3 clusters Score -1751663 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1751664.875000 Penalty: 3104.196289
	Iteration 32Q: 3 clusters Score -1751665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1751669.625000 Penalty: 3104.196289
	Iteration 33Q: 3 clusters Score -1751670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1751673.000000 Penalty: 3104.196289
	Iteration 34Q: 3 clusters Score -1751673 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1751675.000000 Penalty: 3104.196289
	Iteration 35Q: 3 clusters Score -1751675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1751675.625000 Penalty: 3104.196289
	Iteration 36Q: 3 clusters Score -1751676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1751679.875000 Penalty: 3104.196289
	Iteration 37Q: 3 clusters Score -1751680 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1751680.125000 Penalty: 3104.196289
	Iteration 38Q: 3 clusters Score -1751680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1751684.500000 Penalty: 3104.196289
	Iteration 39Q: 3 clusters Score -1751684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1751690.250000 Penalty: 3104.196289
	Iteration 40F: 3 clusters Score -1751690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1751691.375000 Penalty: 3104.196289
	Iteration 41Q: 3 clusters Score -1751691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1751697.375000 Penalty: 3104.196289
	Iteration 42Q: 3 clusters Score -1751697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1751702.750000 Penalty: 3104.196289
	Iteration 43Q: 3 clusters Score -1751703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1751699.875000 Penalty: 3104.196289
	Iteration 44Q: 3 clusters Score -1751700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1751700.375000 Penalty: 3104.196289
	Iteration 45Q: 3 clusters Score -1751700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1751709.625000 Penalty: 3104.196289
	Iteration 46Q: 3 clusters Score -1751710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1751710.125000 Penalty: 3104.196289
	Iteration 47Q: 3 clusters Score -1751710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1751711.750000 Penalty: 3104.196289
	Iteration 48Q: 3 clusters Score -1751712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1751718.875000 Penalty: 3104.196289
	Iteration 49Q: 3 clusters Score -1751719 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1751724.500000 Penalty: 3104.196289
	Iteration 50Q: 3 clusters Score -1751724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1751727.750000 Penalty: 3104.196289
	Iteration 51Q: 3 clusters Score -1751728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1751729.875000 Penalty: 3104.196289
	Iteration 52Q: 3 clusters Score -1751730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1751728.000000 Penalty: 3104.196289
	Iteration 53Q: 3 clusters Score -1751728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1751729.875000 Penalty: 3104.196289
	Iteration 54Q: 3 clusters Score -1751730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1751732.625000 Penalty: 3104.196289
	Iteration 55Q: 3 clusters Score -1751733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1751733.125000 Penalty: 3104.196289
	Iteration 56Q: 3 clusters Score -1751733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1751737.000000 Penalty: 3104.196289
	Iteration 57Q: 3 clusters Score -1751737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1751739.000000 Penalty: 3104.196289
	Iteration 58Q: 3 clusters Score -1751739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1751737.750000 Penalty: 3104.196289
	Iteration 59Q: 3 clusters Score -1751738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1751739.500000 Penalty: 3104.196289
	Iteration 60F: 3 clusters Score -1751740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1751738.625000 Penalty: 3104.196289
	Iteration 61Q: 3 clusters Score -1751739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1751741.000000 Penalty: 3104.196289
	Iteration 62Q: 3 clusters Score -1751741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1751743.875000 Penalty: 3104.196289
	Iteration 63Q: 3 clusters Score -1751744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1751743.000000 Penalty: 3104.196289
	Iteration 64Q: 3 clusters Score -1751743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1751743.500000 Penalty: 3104.196289
	Iteration 65Q: 3 clusters Score -1751744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1751749.625000 Penalty: 3104.196289
	Iteration 66Q: 3 clusters Score -1751750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1751750.500000 Penalty: 3104.196289
	Iteration 67Q: 3 clusters Score -1751750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1751754.000000 Penalty: 3104.196289
	Iteration 68Q: 3 clusters Score -1751754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1751756.250000 Penalty: 3104.196289
	Iteration 69Q: 3 clusters Score -1751756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1751761.375000 Penalty: 3104.196289
	Iteration 70Q: 3 clusters Score -1751761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1751761.625000 Penalty: 3104.196289
	Iteration 71Q: 3 clusters Score -1751762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1751768.250000 Penalty: 3104.196289
	Iteration 72Q: 3 clusters Score -1751768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1751767.875000 Penalty: 3104.196289
	Iteration 73Q: 3 clusters Score -1751768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1751764.875000 Penalty: 3104.196289
	Iteration 74Q: 3 clusters Score -1751765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1751767.000000 Penalty: 3104.196289
	Iteration 75Q: 3 clusters Score -1751767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1751764.875000 Penalty: 3104.196289
	Iteration 76Q: 3 clusters Score -1751765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1751766.500000 Penalty: 3104.196289
	Iteration 77Q: 3 clusters Score -1751766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1751769.750000 Penalty: 3104.196289
	Iteration 78Q: 3 clusters Score -1751770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1751771.250000 Penalty: 3104.196289
	Iteration 79Q: 3 clusters Score -1751771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1751778.750000 Penalty: 3104.196289
	Iteration 80F: 3 clusters Score -1751779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1751776.750000 Penalty: 3104.196289
	Iteration 81Q: 3 clusters Score -1751777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1751779.000000 Penalty: 3104.196289
	Iteration 82Q: 3 clusters Score -1751779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1751783.125000 Penalty: 3104.196289
	Iteration 83Q: 3 clusters Score -1751783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1751782.500000 Penalty: 3104.196289
	Iteration 84Q: 3 clusters Score -1751782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1751787.625000 Penalty: 3104.196289
	Iteration 85Q: 3 clusters Score -1751788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1751787.500000 Penalty: 3104.196289
	Iteration 86Q: 3 clusters Score -1751788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1751792.875000 Penalty: 3104.196289
	Iteration 87Q: 3 clusters Score -1751793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1751792.125000 Penalty: 3104.196289
	Iteration 88Q: 3 clusters Score -1751792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1751797.250000 Penalty: 3104.196289
	Iteration 89Q: 3 clusters Score -1751797 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1751800.875000 Penalty: 3104.196289
	Iteration 90Q: 3 clusters Score -1751801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1751804.375000 Penalty: 3104.196289
	Iteration 91Q: 3 clusters Score -1751804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1751807.750000 Penalty: 3104.196289
	Iteration 92Q: 3 clusters Score -1751808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1751805.750000 Penalty: 3104.196289
	Iteration 93Q: 3 clusters Score -1751806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1751812.625000 Penalty: 3104.196289
	Iteration 94Q: 3 clusters Score -1751813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1751814.750000 Penalty: 3104.196289
	Iteration 95Q: 3 clusters Score -1751815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1751815.375000 Penalty: 3104.196289
	Iteration 96Q: 3 clusters Score -1751815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1751818.875000 Penalty: 3104.196289
	Iteration 97Q: 3 clusters Score -1751819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1751817.500000 Penalty: 3104.196289
	Iteration 98Q: 3 clusters Score -1751818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1751817.750000 Penalty: 3104.196289
	Iteration 99Q: 3 clusters Score -1751818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1751820.250000 Penalty: 3104.196289
	Iteration 100F: 3 clusters Score -1751820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1751821.625000 Penalty: 3104.196289
	Iteration 101Q: 3 clusters Score -1751822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1751826.250000 Penalty: 3104.196289
	Iteration 102Q: 3 clusters Score -1751826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1751825.000000 Penalty: 3104.196289
	Iteration 103Q: 3 clusters Score -1751825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1751825.750000 Penalty: 3104.196289
	Iteration 104Q: 3 clusters Score -1751826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1751828.750000 Penalty: 3104.196289
	Iteration 105Q: 3 clusters Score -1751829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1751829.625000 Penalty: 3104.196289
	Iteration 106Q: 3 clusters Score -1751830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1751828.750000 Penalty: 3104.196289
	Iteration 107Q: 3 clusters Score -1751829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1751827.750000 Penalty: 3104.196289
	Iteration 108Q: 3 clusters Score -1751828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1751829.625000 Penalty: 3104.196289
	Iteration 109Q: 3 clusters Score -1751830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1751831.750000 Penalty: 3104.196289
	Iteration 110Q: 3 clusters Score -1751832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1751833.000000 Penalty: 3104.196289
	Iteration 111Q: 3 clusters Score -1751833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1751835.375000 Penalty: 3104.196289
	Iteration 112Q: 3 clusters Score -1751835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1751837.125000 Penalty: 3104.196289
	Iteration 113Q: 3 clusters Score -1751837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1751834.125000 Penalty: 3104.196289
	Iteration 114Q: 3 clusters Score -1751834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1751836.375000 Penalty: 3104.196289
	Iteration 115Q: 3 clusters Score -1751836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1751837.750000 Penalty: 3104.196289
	Iteration 116Q: 3 clusters Score -1751838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1751836.625000 Penalty: 3104.196289
	Iteration 117Q: 3 clusters Score -1751837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1751835.375000 Penalty: 3104.196289
	Iteration 118Q: 3 clusters Score -1751835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1751839.000000 Penalty: 3104.196289
	Iteration 119Q: 3 clusters Score -1751839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1751837.375000 Penalty: 3104.196289
	Iteration 120F: 3 clusters Score -1751837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1751838.750000 Penalty: 3104.196289
	Iteration 121Q: 3 clusters Score -1751839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1751837.625000 Penalty: 3104.196289
	Iteration 122Q: 3 clusters Score -1751838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1751841.750000 Penalty: 3104.196289
	Iteration 123Q: 3 clusters Score -1751842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1751838.375000 Penalty: 3104.196289
	Iteration 124Q: 3 clusters Score -1751838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1751838.375000 Penalty: 3104.196289
	Iteration 125F: 3 clusters Score -1751838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Entering Unmasked Estep 
Score: -798449.000000 Penalty: 1423.802856
	Iteration 0F: 2 clusters Score -798449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -793558.812500 Penalty: 2847.605713
	Iteration 0F: 3 clusters Score -793558.8 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -794978.187500 Penalty: 2847.605713
	Iteration 1F: 3 clusters Score -794978.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -795376.812500 Penalty: 2847.605713
	Iteration 2F: 3 clusters Score -795376.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -795897.062500 Penalty: 2847.605713
	Iteration 3F: 3 clusters Score -795897.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -796244.250000 Penalty: 2847.605713
	Iteration 4F: 3 clusters Score -796244.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -796515.750000 Penalty: 2847.605713
	Iteration 5F: 3 clusters Score -796515.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -796759.687500 Penalty: 2847.605713
	Iteration 6F: 3 clusters Score -796759.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -796963.687500 Penalty: 2847.605713
	Iteration 7F: 3 clusters Score -796963.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -797094.125000 Penalty: 2847.605713
	Iteration 8Q: 3 clusters Score -797094.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -797171.000000 Penalty: 2847.605713
	Iteration 9Q: 3 clusters Score -797171 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -797224.375000 Penalty: 2847.605713
	Iteration 10Q: 3 clusters Score -797224.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -797261.125000 Penalty: 2847.605713
	Iteration 11Q: 3 clusters Score -797261.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -797305.125000 Penalty: 2847.605713
	Iteration 12Q: 3 clusters Score -797305.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -797343.125000 Penalty: 2847.605713
	Iteration 13Q: 3 clusters Score -797343.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -797376.250000 Penalty: 2847.605713
	Iteration 14Q: 3 clusters Score -797376.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -797413.812500 Penalty: 2847.605713
	Iteration 15Q: 3 clusters Score -797413.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -797445.562500 Penalty: 2847.605713
	Iteration 16Q: 3 clusters Score -797445.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -797465.562500 Penalty: 2847.605713
	Iteration 17Q: 3 clusters Score -797465.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -797481.625000 Penalty: 2847.605713
	Iteration 18Q: 3 clusters Score -797481.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -797497.437500 Penalty: 2847.605713
	Iteration 19Q: 3 clusters Score -797497.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -797512.250000 Penalty: 2847.605713
	Iteration 20F: 3 clusters Score -797512.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -797524.625000 Penalty: 2847.605713
	Iteration 21Q: 3 clusters Score -797524.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -797536.750000 Penalty: 2847.605713
	Iteration 22Q: 3 clusters Score -797536.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -797549.062500 Penalty: 2847.605713
	Iteration 23Q: 3 clusters Score -797549.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -797560.125000 Penalty: 2847.605713
	Iteration 24Q: 3 clusters Score -797560.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -797571.687500 Penalty: 2847.605713
	Iteration 25Q: 3 clusters Score -797571.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -797582.375000 Penalty: 2847.605713
	Iteration 26Q: 3 clusters Score -797582.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -797594.250000 Penalty: 2847.605713
	Iteration 27Q: 3 clusters Score -797594.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -797601.000000 Penalty: 2847.605713
	Iteration 28Q: 3 clusters Score -797601 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -797610.812500 Penalty: 2847.605713
	Iteration 29Q: 3 clusters Score -797610.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -797617.500000 Penalty: 2847.605713
	Iteration 30Q: 3 clusters Score -797617.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -797628.437500 Penalty: 2847.605713
	Iteration 31Q: 3 clusters Score -797628.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -797636.937500 Penalty: 2847.605713
	Iteration 32Q: 3 clusters Score -797636.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -797648.937500 Penalty: 2847.605713
	Iteration 33Q: 3 clusters Score -797648.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -797654.937500 Penalty: 2847.605713
	Iteration 34Q: 3 clusters Score -797654.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -797660.500000 Penalty: 2847.605713
	Iteration 35Q: 3 clusters Score -797660.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -797666.750000 Penalty: 2847.605713
	Iteration 36Q: 3 clusters Score -797666.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -797672.437500 Penalty: 2847.605713
	Iteration 37Q: 3 clusters Score -797672.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -797679.062500 Penalty: 2847.605713
	Iteration 38Q: 3 clusters Score -797679.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -797687.500000 Penalty: 2847.605713
	Iteration 39Q: 3 clusters Score -797687.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -797701.125000 Penalty: 2847.605713
	Iteration 40F: 3 clusters Score -797701.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -797715.250000 Penalty: 2847.605713
	Iteration 41Q: 3 clusters Score -797715.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -797724.500000 Penalty: 2847.605713
	Iteration 42Q: 3 clusters Score -797724.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -797736.500000 Penalty: 2847.605713
	Iteration 43Q: 3 clusters Score -797736.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -797745.062500 Penalty: 2847.605713
	Iteration 44Q: 3 clusters Score -797745.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -797753.750000 Penalty: 2847.605713
	Iteration 45Q: 3 clusters Score -797753.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -797761.625000 Penalty: 2847.605713
	Iteration 46Q: 3 clusters Score -797761.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -797768.812500 Penalty: 2847.605713
	Iteration 47Q: 3 clusters Score -797768.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -797776.312500 Penalty: 2847.605713
	Iteration 48Q: 3 clusters Score -797776.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -797782.437500 Penalty: 2847.605713
	Iteration 49Q: 3 clusters Score -797782.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -797791.187500 Penalty: 2847.605713
	Iteration 50Q: 3 clusters Score -797791.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -797799.375000 Penalty: 2847.605713
	Iteration 51Q: 3 clusters Score -797799.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -797810.375000 Penalty: 2847.605713
	Iteration 52Q: 3 clusters Score -797810.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -797821.125000 Penalty: 2847.605713
	Iteration 53Q: 3 clusters Score -797821.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -797836.187500 Penalty: 2847.605713
	Iteration 54Q: 3 clusters Score -797836.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -797851.000000 Penalty: 2847.605713
	Iteration 55Q: 3 clusters Score -797851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -797859.250000 Penalty: 2847.605713
	Iteration 56Q: 3 clusters Score -797859.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -797864.500000 Penalty: 2847.605713
	Iteration 57Q: 3 clusters Score -797864.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -797869.562500 Penalty: 2847.605713
	Iteration 58Q: 3 clusters Score -797869.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -797877.625000 Penalty: 2847.605713
	Iteration 59Q: 3 clusters Score -797877.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -797880.250000 Penalty: 2847.605713
	Iteration 60F: 3 clusters Score -797880.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -797887.500000 Penalty: 2847.605713
	Iteration 61Q: 3 clusters Score -797887.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -797892.687500 Penalty: 2847.605713
	Iteration 62Q: 3 clusters Score -797892.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -797899.125000 Penalty: 2847.605713
	Iteration 63Q: 3 clusters Score -797899.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -797901.375000 Penalty: 2847.605713
	Iteration 64Q: 3 clusters Score -797901.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -797904.812500 Penalty: 2847.605713
	Iteration 65Q: 3 clusters Score -797904.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -797910.812500 Penalty: 2847.605713
	Iteration 66Q: 3 clusters Score -797910.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -797917.750000 Penalty: 2847.605713
	Iteration 67Q: 3 clusters Score -797917.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -797920.000000 Penalty: 2847.605713
	Iteration 68Q: 3 clusters Score -797920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -797925.125000 Penalty: 2847.605713
	Iteration 69Q: 3 clusters Score -797925.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -797925.812500 Penalty: 2847.605713
	Iteration 70Q: 3 clusters Score -797925.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -797925.187500 Penalty: 2847.605713
	Iteration 71Q: 3 clusters Score -797925.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -797926.062500 Penalty: 2847.605713
	Iteration 72Q: 3 clusters Score -797926.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -797926.250000 Penalty: 2847.605713
	Iteration 73Q: 3 clusters Score -797926.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -797927.125000 Penalty: 2847.605713
	Iteration 74Q: 3 clusters Score -797927.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -797927.937500 Penalty: 2847.605713
	Iteration 75Q: 3 clusters Score -797927.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -797931.812500 Penalty: 2847.605713
	Iteration 76Q: 3 clusters Score -797931.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -797936.625000 Penalty: 2847.605713
	Iteration 77Q: 3 clusters Score -797936.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -797946.250000 Penalty: 2847.605713
	Iteration 78Q: 3 clusters Score -797946.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -797964.125000 Penalty: 2847.605713
	Iteration 79Q: 3 clusters Score -797964.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -797986.875000 Penalty: 2847.605713
	Iteration 80F: 3 clusters Score -797986.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -798035.625000 Penalty: 2847.605713
	Iteration 81Q: 3 clusters Score -798035.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -798064.312500 Penalty: 2847.605713
	Iteration 82Q: 3 clusters Score -798064.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -798084.250000 Penalty: 2847.605713
	Iteration 83Q: 3 clusters Score -798084.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -798091.750000 Penalty: 2847.605713
	Iteration 84Q: 3 clusters Score -798091.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -798098.937500 Penalty: 2847.605713
	Iteration 85Q: 3 clusters Score -798098.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -798105.812500 Penalty: 2847.605713
	Iteration 86Q: 3 clusters Score -798105.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -798111.062500 Penalty: 2847.605713
	Iteration 87Q: 3 clusters Score -798111.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -798117.750000 Penalty: 2847.605713
	Iteration 88Q: 3 clusters Score -798117.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -798123.375000 Penalty: 2847.605713
	Iteration 89Q: 3 clusters Score -798123.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -798125.687500 Penalty: 2847.605713
	Iteration 90Q: 3 clusters Score -798125.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -798126.812500 Penalty: 2847.605713
	Iteration 91Q: 3 clusters Score -798126.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -798128.312500 Penalty: 2847.605713
	Iteration 92Q: 3 clusters Score -798128.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -798129.062500 Penalty: 2847.605713
	Iteration 93Q: 3 clusters Score -798129.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -798129.562500 Penalty: 2847.605713
	Iteration 94Q: 3 clusters Score -798129.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -798131.250000 Penalty: 2847.605713
	Iteration 95Q: 3 clusters Score -798131.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -798134.062500 Penalty: 2847.605713
	Iteration 96Q: 3 clusters Score -798134.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -798139.187500 Penalty: 2847.605713
	Iteration 97Q: 3 clusters Score -798139.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -798141.375000 Penalty: 2847.605713
	Iteration 98Q: 3 clusters Score -798141.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -798143.812500 Penalty: 2847.605713
	Iteration 99Q: 3 clusters Score -798143.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -798146.000000 Penalty: 2847.605713
	Iteration 100F: 3 clusters Score -798146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -798151.687500 Penalty: 2847.605713
	Iteration 101Q: 3 clusters Score -798151.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -798153.750000 Penalty: 2847.605713
	Iteration 102Q: 3 clusters Score -798153.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -798153.312500 Penalty: 2847.605713
	Iteration 103Q: 3 clusters Score -798153.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -798155.562500 Penalty: 2847.605713
	Iteration 104Q: 3 clusters Score -798155.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -798155.562500 Penalty: 2847.605713
	Iteration 105F: 3 clusters Score -798155.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Entering Unmasked Estep 
Score: -339782.250000 Penalty: 1299.292114
	Iteration 0F: 2 clusters Score -339782.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -337059.937500 Penalty: 2598.584229
	Iteration 0F: 3 clusters Score -337059.9 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -337812.125000 Penalty: 2598.584229
	Iteration 1F: 3 clusters Score -337812.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -338109.562500 Penalty: 2598.584229
	Iteration 2F: 3 clusters Score -338109.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -338445.093750 Penalty: 2598.584229
	Iteration 3F: 3 clusters Score -338445.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -338713.125000 Penalty: 2598.584229
	Iteration 4F: 3 clusters Score -338713.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -338887.375000 Penalty: 2598.584229
	Iteration 5F: 3 clusters Score -338887.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -339012.343750 Penalty: 2598.584229
	Iteration 6Q: 3 clusters Score -339012.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -339074.250000 Penalty: 2598.584229
	Iteration 7Q: 3 clusters Score -339074.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -339122.562500 Penalty: 2598.584229
	Iteration 8Q: 3 clusters Score -339122.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -339145.812500 Penalty: 2598.584229
	Iteration 9Q: 3 clusters Score -339145.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -339161.687500 Penalty: 2598.584229
	Iteration 10Q: 3 clusters Score -339161.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -339171.968750 Penalty: 2598.584229
	Iteration 11Q: 3 clusters Score -339172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -339182.093750 Penalty: 2598.584229
	Iteration 12Q: 3 clusters Score -339182.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -339198.562500 Penalty: 2598.584229
	Iteration 13Q: 3 clusters Score -339198.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -339226.312500 Penalty: 2598.584229
	Iteration 14Q: 3 clusters Score -339226.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -339256.062500 Penalty: 2598.584229
	Iteration 15Q: 3 clusters Score -339256.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -339271.375000 Penalty: 2598.584229
	Iteration 16Q: 3 clusters Score -339271.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -339277.968750 Penalty: 2598.584229
	Iteration 17Q: 3 clusters Score -339278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -339282.187500 Penalty: 2598.584229
	Iteration 18Q: 3 clusters Score -339282.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -339283.687500 Penalty: 2598.584229
	Iteration 19Q: 3 clusters Score -339283.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -339285.718750 Penalty: 2598.584229
	Iteration 20F: 3 clusters Score -339285.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -339286.593750 Penalty: 2598.584229
	Iteration 21Q: 3 clusters Score -339286.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -339287.500000 Penalty: 2598.584229
	Iteration 22Q: 3 clusters Score -339287.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -339288.625000 Penalty: 2598.584229
	Iteration 23Q: 3 clusters Score -339288.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -339288.625000 Penalty: 2598.584229
	Iteration 24F: 3 clusters Score -339288.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Entering Unmasked Estep 
Score: -2025297.500000 Penalty: 1575.994751
	Iteration 0F: 2 clusters Score -2025298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2014071.375000 Penalty: 3151.989502
	Iteration 0F: 3 clusters Score -2014071 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2018134.125000 Penalty: 3151.989502
	Iteration 1F: 3 clusters Score -2018134 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2018739.125000 Penalty: 3151.989502
	Iteration 2F: 3 clusters Score -2018739 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2019576.625000 Penalty: 3151.989502
	Iteration 3F: 3 clusters Score -2019577 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2020708.125000 Penalty: 3151.989502
	Iteration 4F: 3 clusters Score -2020708 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2021853.875000 Penalty: 3151.989502
	Iteration 5F: 3 clusters Score -2021854 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2022659.875000 Penalty: 3151.989502
	Iteration 6F: 3 clusters Score -2022660 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2023110.000000 Penalty: 3151.989502
	Iteration 7Q: 3 clusters Score -2023110 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2023366.000000 Penalty: 3151.989502
	Iteration 8Q: 3 clusters Score -2023366 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2023540.250000 Penalty: 3151.989502
	Iteration 9Q: 3 clusters Score -2023540 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -2023676.250000 Penalty: 3151.989502
	Iteration 10Q: 3 clusters Score -2023676 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2023787.125000 Penalty: 3151.989502
	Iteration 11Q: 3 clusters Score -2023787 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -2023835.750000 Penalty: 3151.989502
	Iteration 12Q: 3 clusters Score -2023836 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -2023876.625000 Penalty: 3151.989502
	Iteration 13Q: 3 clusters Score -2023877 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2023916.375000 Penalty: 3151.989502
	Iteration 14Q: 3 clusters Score -2023916 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -2023947.250000 Penalty: 3151.989502
	Iteration 15Q: 3 clusters Score -2023947 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2023971.625000 Penalty: 3151.989502
	Iteration 16Q: 3 clusters Score -2023972 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -2024003.500000 Penalty: 3151.989502
	Iteration 17Q: 3 clusters Score -2024004 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2024026.750000 Penalty: 3151.989502
	Iteration 18Q: 3 clusters Score -2024027 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -2024058.625000 Penalty: 3151.989502
	Iteration 19Q: 3 clusters Score -2024059 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2024086.125000 Penalty: 3151.989502
	Iteration 20F: 3 clusters Score -2024086 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2024096.875000 Penalty: 3151.989502
	Iteration 21Q: 3 clusters Score -2024097 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -2024126.750000 Penalty: 3151.989502
	Iteration 22Q: 3 clusters Score -2024127 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2024146.375000 Penalty: 3151.989502
	Iteration 23Q: 3 clusters Score -2024146 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2024169.250000 Penalty: 3151.989502
	Iteration 24Q: 3 clusters Score -2024169 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2024194.000000 Penalty: 3151.989502
	Iteration 25Q: 3 clusters Score -2024194 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -2024206.750000 Penalty: 3151.989502
	Iteration 26Q: 3 clusters Score -2024207 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2024224.750000 Penalty: 3151.989502
	Iteration 27Q: 3 clusters Score -2024225 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2024239.500000 Penalty: 3151.989502
	Iteration 28Q: 3 clusters Score -2024240 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2024247.625000 Penalty: 3151.989502
	Iteration 29Q: 3 clusters Score -2024248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2024256.000000 Penalty: 3151.989502
	Iteration 30Q: 3 clusters Score -2024256 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -2024269.125000 Penalty: 3151.989502
	Iteration 31Q: 3 clusters Score -2024269 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2024277.875000 Penalty: 3151.989502
	Iteration 32Q: 3 clusters Score -2024278 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -2024280.375000 Penalty: 3151.989502
	Iteration 33Q: 3 clusters Score -2024280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -2024293.750000 Penalty: 3151.989502
	Iteration 34Q: 3 clusters Score -2024294 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -2024300.500000 Penalty: 3151.989502
	Iteration 35Q: 3 clusters Score -2024300 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2024313.625000 Penalty: 3151.989502
	Iteration 36Q: 3 clusters Score -2024314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2024322.875000 Penalty: 3151.989502
	Iteration 37Q: 3 clusters Score -2024323 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -2024331.250000 Penalty: 3151.989502
	Iteration 38Q: 3 clusters Score -2024331 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2024336.000000 Penalty: 3151.989502
	Iteration 39Q: 3 clusters Score -2024336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2024337.750000 Penalty: 3151.989502
	Iteration 40F: 3 clusters Score -2024338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -2024339.000000 Penalty: 3151.989502
	Iteration 41Q: 3 clusters Score -2024339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2024343.000000 Penalty: 3151.989502
	Iteration 42Q: 3 clusters Score -2024343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2024340.875000 Penalty: 3151.989502
	Iteration 43Q: 3 clusters Score -2024341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2024344.625000 Penalty: 3151.989502
	Iteration 44Q: 3 clusters Score -2024345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -2024345.250000 Penalty: 3151.989502
	Iteration 45Q: 3 clusters Score -2024345 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -2024351.625000 Penalty: 3151.989502
	Iteration 46Q: 3 clusters Score -2024352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2024355.375000 Penalty: 3151.989502
	Iteration 47Q: 3 clusters Score -2024355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -2024363.250000 Penalty: 3151.989502
	Iteration 48Q: 3 clusters Score -2024363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2024368.125000 Penalty: 3151.989502
	Iteration 49Q: 3 clusters Score -2024368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2024375.875000 Penalty: 3151.989502
	Iteration 50Q: 3 clusters Score -2024376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2024381.000000 Penalty: 3151.989502
	Iteration 51Q: 3 clusters Score -2024381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2024383.375000 Penalty: 3151.989502
	Iteration 52Q: 3 clusters Score -2024383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2024384.500000 Penalty: 3151.989502
	Iteration 53Q: 3 clusters Score -2024384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2024388.875000 Penalty: 3151.989502
	Iteration 54Q: 3 clusters Score -2024389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -2024389.750000 Penalty: 3151.989502
	Iteration 55Q: 3 clusters Score -2024390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -2024389.625000 Penalty: 3151.989502
	Iteration 56Q: 3 clusters Score -2024390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2024395.750000 Penalty: 3151.989502
	Iteration 57Q: 3 clusters Score -2024396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -2024399.000000 Penalty: 3151.989502
	Iteration 58Q: 3 clusters Score -2024399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2024395.000000 Penalty: 3151.989502
	Iteration 59Q: 3 clusters Score -2024395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2024394.250000 Penalty: 3151.989502
	Iteration 60F: 3 clusters Score -2024394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -2024399.875000 Penalty: 3151.989502
	Iteration 61Q: 3 clusters Score -2024400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2024401.375000 Penalty: 3151.989502
	Iteration 62Q: 3 clusters Score -2024401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -2024402.875000 Penalty: 3151.989502
	Iteration 63Q: 3 clusters Score -2024403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2024404.250000 Penalty: 3151.989502
	Iteration 64Q: 3 clusters Score -2024404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2024404.625000 Penalty: 3151.989502
	Iteration 65Q: 3 clusters Score -2024405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -2024406.000000 Penalty: 3151.989502
	Iteration 66Q: 3 clusters Score -2024406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2024403.250000 Penalty: 3151.989502
	Iteration 67Q: 3 clusters Score -2024403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2024405.000000 Penalty: 3151.989502
	Iteration 68Q: 3 clusters Score -2024405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2024406.625000 Penalty: 3151.989502
	Iteration 69Q: 3 clusters Score -2024407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2024408.000000 Penalty: 3151.989502
	Iteration 70Q: 3 clusters Score -2024408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2024407.625000 Penalty: 3151.989502
	Iteration 71Q: 3 clusters Score -2024408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2024407.625000 Penalty: 3151.989502
	Iteration 72Q: 3 clusters Score -2024408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2024406.750000 Penalty: 3151.989502
	Iteration 73Q: 3 clusters Score -2024407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -2024408.625000 Penalty: 3151.989502
	Iteration 74Q: 3 clusters Score -2024409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2024408.000000 Penalty: 3151.989502
	Iteration 75Q: 3 clusters Score -2024408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2024408.500000 Penalty: 3151.989502
	Iteration 76Q: 3 clusters Score -2024408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2024407.000000 Penalty: 3151.989502
	Iteration 77Q: 3 clusters Score -2024407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2024407.000000 Penalty: 3151.989502
	Iteration 78F: 3 clusters Score -2024407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (96408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96408 members 
Entering Unmasked Estep 
Score: -12178134.000000 Penalty: 1864.905884
	Iteration 0F: 2 clusters Score -1.217813e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48322 members 
Mstep: Class 2 contains 48086 members 
Entering Unmasked Estep 
Score: -12116717.000000 Penalty: 3729.811768
	Iteration 0F: 3 clusters Score -1.211672e+07 nChanged 45965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49927 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
Score: -12143455.000000 Penalty: 3729.811768
	Iteration 1F: 3 clusters Score -1.214346e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50707 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -12144791.000000 Penalty: 3729.811768
	Iteration 2Q: 3 clusters Score -1.214479e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51595 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -12146391.000000 Penalty: 3729.811768
	Iteration 3Q: 3 clusters Score -1.214639e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52403 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -12148344.000000 Penalty: 3729.811768
	Iteration 4Q: 3 clusters Score -1.214834e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52939 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -12151076.000000 Penalty: 3729.811768
	Iteration 5F: 3 clusters Score -1.215108e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52833 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -12155004.000000 Penalty: 3729.811768
	Iteration 6F: 3 clusters Score -1.2155e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -12159882.000000 Penalty: 3729.811768
	Iteration 7F: 3 clusters Score -1.215988e+07 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49839 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -12165271.000000 Penalty: 3729.811768
	Iteration 8F: 3 clusters Score -1.216527e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47939 members 
Mstep: Class 2 contains 48469 members 
Entering Unmasked Estep 
Score: -12168812.000000 Penalty: 3729.811768
	Iteration 9F: 3 clusters Score -1.216881e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46531 members 
Mstep: Class 2 contains 49877 members 
Entering Unmasked Estep 
Score: -12170288.000000 Penalty: 3729.811768
	Iteration 10Q: 3 clusters Score -1.217029e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 50909 members 
Entering Unmasked Estep 
Score: -12171013.000000 Penalty: 3729.811768
	Iteration 11Q: 3 clusters Score -1.217101e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 51636 members 
Entering Unmasked Estep 
Score: -12171536.000000 Penalty: 3729.811768
	Iteration 12Q: 3 clusters Score -1.217154e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 52168 members 
Entering Unmasked Estep 
Score: -12171850.000000 Penalty: 3729.811768
	Iteration 13Q: 3 clusters Score -1.217185e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 52601 members 
Entering Unmasked Estep 
Score: -12172117.000000 Penalty: 3729.811768
	Iteration 14Q: 3 clusters Score -1.217212e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 52970 members 
Entering Unmasked Estep 
Score: -12172307.000000 Penalty: 3729.811768
	Iteration 15Q: 3 clusters Score -1.217231e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 53236 members 
Entering Unmasked Estep 
Score: -12172402.000000 Penalty: 3729.811768
	Iteration 16Q: 3 clusters Score -1.21724e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 53471 members 
Entering Unmasked Estep 
Score: -12172488.000000 Penalty: 3729.811768
	Iteration 17Q: 3 clusters Score -1.217249e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 53646 members 
Entering Unmasked Estep 
Score: -12172572.000000 Penalty: 3729.811768
	Iteration 18Q: 3 clusters Score -1.217257e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 53693 members 
Entering Unmasked Estep 
Score: -12172638.000000 Penalty: 3729.811768
	Iteration 19Q: 3 clusters Score -1.217264e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 53710 members 
Entering Unmasked Estep 
Score: -12172625.000000 Penalty: 3729.811768
	Iteration 20F: 3 clusters Score -1.217262e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 53710 members 
Entering Unmasked Estep 
Score: -12172607.000000 Penalty: 3729.811768
	Iteration 21Q: 3 clusters Score -1.217261e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
Score: -12172643.000000 Penalty: 3729.811768
	Iteration 22Q: 3 clusters Score -1.217264e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -12172633.000000 Penalty: 3729.811768
	Iteration 23Q: 3 clusters Score -1.217263e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 53629 members 
Entering Unmasked Estep 
Score: -12172637.000000 Penalty: 3729.811768
	Iteration 24Q: 3 clusters Score -1.217264e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 53586 members 
Entering Unmasked Estep 
Score: -12172619.000000 Penalty: 3729.811768
	Iteration 25Q: 3 clusters Score -1.217262e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 53534 members 
Entering Unmasked Estep 
Score: -12172618.000000 Penalty: 3729.811768
	Iteration 26Q: 3 clusters Score -1.217262e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 53490 members 
Entering Unmasked Estep 
Score: -12172598.000000 Penalty: 3729.811768
	Iteration 27Q: 3 clusters Score -1.21726e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 53456 members 
Entering Unmasked Estep 
Score: -12172572.000000 Penalty: 3729.811768
	Iteration 28Q: 3 clusters Score -1.217257e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 53415 members 
Entering Unmasked Estep 
Score: -12172558.000000 Penalty: 3729.811768
	Iteration 29Q: 3 clusters Score -1.217256e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 53368 members 
Entering Unmasked Estep 
Score: -12172552.000000 Penalty: 3729.811768
	Iteration 30Q: 3 clusters Score -1.217255e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 53322 members 
Entering Unmasked Estep 
Score: -12172544.000000 Penalty: 3729.811768
	Iteration 31Q: 3 clusters Score -1.217254e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 53268 members 
Entering Unmasked Estep 
Score: -12172544.000000 Penalty: 3729.811768
	Iteration 32Q: 3 clusters Score -1.217254e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 53231 members 
Entering Unmasked Estep 
Score: -12172519.000000 Penalty: 3729.811768
	Iteration 33Q: 3 clusters Score -1.217252e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 53167 members 
Entering Unmasked Estep 
Score: -12172510.000000 Penalty: 3729.811768
	Iteration 34Q: 3 clusters Score -1.217251e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 53103 members 
Entering Unmasked Estep 
Score: -12172525.000000 Penalty: 3729.811768
	Iteration 35Q: 3 clusters Score -1.217252e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
Score: -12172524.000000 Penalty: 3729.811768
	Iteration 36Q: 3 clusters Score -1.217252e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 52966 members 
Entering Unmasked Estep 
Score: -12172518.000000 Penalty: 3729.811768
	Iteration 37Q: 3 clusters Score -1.217252e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 52906 members 
Entering Unmasked Estep 
Score: -12172488.000000 Penalty: 3729.811768
	Iteration 38Q: 3 clusters Score -1.217249e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 52850 members 
Entering Unmasked Estep 
Score: -12172497.000000 Penalty: 3729.811768
	Iteration 39Q: 3 clusters Score -1.21725e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 52801 members 
Entering Unmasked Estep 
Score: -12172480.000000 Penalty: 3729.811768
	Iteration 40F: 3 clusters Score -1.217248e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 52753 members 
Entering Unmasked Estep 
Score: -12172483.000000 Penalty: 3729.811768
	Iteration 41Q: 3 clusters Score -1.217248e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 52710 members 
Entering Unmasked Estep 
Score: -12172454.000000 Penalty: 3729.811768
	Iteration 42Q: 3 clusters Score -1.217245e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 52662 members 
Entering Unmasked Estep 
Score: -12172449.000000 Penalty: 3729.811768
	Iteration 43Q: 3 clusters Score -1.217245e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 52604 members 
Entering Unmasked Estep 
Score: -12172453.000000 Penalty: 3729.811768
	Iteration 44Q: 3 clusters Score -1.217245e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 52528 members 
Entering Unmasked Estep 
Score: -12172469.000000 Penalty: 3729.811768
	Iteration 45Q: 3 clusters Score -1.217247e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 52465 members 
Entering Unmasked Estep 
Score: -12172449.000000 Penalty: 3729.811768
	Iteration 46Q: 3 clusters Score -1.217245e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 52389 members 
Entering Unmasked Estep 
Score: -12172432.000000 Penalty: 3729.811768
	Iteration 47Q: 3 clusters Score -1.217243e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 52317 members 
Entering Unmasked Estep 
Score: -12172422.000000 Penalty: 3729.811768
	Iteration 48Q: 3 clusters Score -1.217242e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -12172427.000000 Penalty: 3729.811768
	Iteration 49Q: 3 clusters Score -1.217243e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 52146 members 
Entering Unmasked Estep 
Score: -12172442.000000 Penalty: 3729.811768
	Iteration 50Q: 3 clusters Score -1.217244e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 52083 members 
Entering Unmasked Estep 
Score: -12172450.000000 Penalty: 3729.811768
	Iteration 51Q: 3 clusters Score -1.217245e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 52014 members 
Entering Unmasked Estep 
Score: -12172448.000000 Penalty: 3729.811768
	Iteration 52Q: 3 clusters Score -1.217245e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 51957 members 
Entering Unmasked Estep 
Score: -12172471.000000 Penalty: 3729.811768
	Iteration 53Q: 3 clusters Score -1.217247e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 51912 members 
Entering Unmasked Estep 
Score: -12172480.000000 Penalty: 3729.811768
	Iteration 54Q: 3 clusters Score -1.217248e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 51872 members 
Entering Unmasked Estep 
Score: -12172466.000000 Penalty: 3729.811768
	Iteration 55Q: 3 clusters Score -1.217247e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 51829 members 
Entering Unmasked Estep 
Score: -12172459.000000 Penalty: 3729.811768
	Iteration 56Q: 3 clusters Score -1.217246e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 51790 members 
Entering Unmasked Estep 
Score: -12172458.000000 Penalty: 3729.811768
	Iteration 57Q: 3 clusters Score -1.217246e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 51765 members 
Entering Unmasked Estep 
Score: -12172464.000000 Penalty: 3729.811768
	Iteration 58Q: 3 clusters Score -1.217246e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 51744 members 
Entering Unmasked Estep 
Score: -12172457.000000 Penalty: 3729.811768
	Iteration 59Q: 3 clusters Score -1.217246e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -12172460.000000 Penalty: 3729.811768
	Iteration 60F: 3 clusters Score -1.217246e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 51713 members 
Entering Unmasked Estep 
Score: -12172446.000000 Penalty: 3729.811768
	Iteration 61Q: 3 clusters Score -1.217245e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 51701 members 
Entering Unmasked Estep 
Score: -12172442.000000 Penalty: 3729.811768
	Iteration 62Q: 3 clusters Score -1.217244e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 51692 members 
Entering Unmasked Estep 
Score: -12172446.000000 Penalty: 3729.811768
	Iteration 63Q: 3 clusters Score -1.217245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 51682 members 
Entering Unmasked Estep 
Score: -12172451.000000 Penalty: 3729.811768
	Iteration 64Q: 3 clusters Score -1.217245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 51676 members 
Entering Unmasked Estep 
Score: -12172453.000000 Penalty: 3729.811768
	Iteration 65Q: 3 clusters Score -1.217245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 51671 members 
Entering Unmasked Estep 
Score: -12172450.000000 Penalty: 3729.811768
	Iteration 66Q: 3 clusters Score -1.217245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -12172445.000000 Penalty: 3729.811768
	Iteration 67Q: 3 clusters Score -1.217244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 51664 members 
Entering Unmasked Estep 
Score: -12172437.000000 Penalty: 3729.811768
	Iteration 68Q: 3 clusters Score -1.217244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 51662 members 
Entering Unmasked Estep 
Score: -12172455.000000 Penalty: 3729.811768
	Iteration 69Q: 3 clusters Score -1.217246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 51662 members 
Entering Unmasked Estep 
Score: -12172455.000000 Penalty: 3729.811768
	Iteration 70F: 3 clusters Score -1.217246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (68873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68873 members 
Entering Unmasked Estep 
Score: -8560175.000000 Penalty: 1810.253174
	Iteration 0F: 2 clusters Score -8560175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -8514228.000000 Penalty: 3620.506348
	Iteration 0F: 3 clusters Score -8514228 nChanged 32517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -8533235.000000 Penalty: 3620.506348
	Iteration 1F: 3 clusters Score -8533235 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -8534514.000000 Penalty: 3620.506348
	Iteration 2Q: 3 clusters Score -8534514 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -8536369.000000 Penalty: 3620.506348
	Iteration 3F: 3 clusters Score -8536369 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -8539136.000000 Penalty: 3620.506348
	Iteration 4F: 3 clusters Score -8539136 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42927 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -8542675.000000 Penalty: 3620.506348
	Iteration 5F: 3 clusters Score -8542675 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -8546566.000000 Penalty: 3620.506348
	Iteration 6F: 3 clusters Score -8546566 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48410 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -8549776.000000 Penalty: 3620.506348
	Iteration 7F: 3 clusters Score -8549776 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50277 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -8551811.000000 Penalty: 3620.506348
	Iteration 8Q: 3 clusters Score -8551811 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51757 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -8552974.000000 Penalty: 3620.506348
	Iteration 9Q: 3 clusters Score -8552974 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53103 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -8553738.000000 Penalty: 3620.506348
	Iteration 10Q: 3 clusters Score -8553738 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54419 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -8554367.000000 Penalty: 3620.506348
	Iteration 11Q: 3 clusters Score -8554367 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55614 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -8554908.000000 Penalty: 3620.506348
	Iteration 12Q: 3 clusters Score -8554908 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56761 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -8555439.000000 Penalty: 3620.506348
	Iteration 13Q: 3 clusters Score -8555439 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57848 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -8555979.000000 Penalty: 3620.506348
	Iteration 14Q: 3 clusters Score -8555979 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58815 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -8556454.000000 Penalty: 3620.506348
	Iteration 15Q: 3 clusters Score -8556454 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -8556804.000000 Penalty: 3620.506348
	Iteration 16Q: 3 clusters Score -8556804 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60330 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -8557154.000000 Penalty: 3620.506348
	Iteration 17Q: 3 clusters Score -8557154 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60990 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -8557422.000000 Penalty: 3620.506348
	Iteration 18Q: 3 clusters Score -8557422 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61578 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -8557665.000000 Penalty: 3620.506348
	Iteration 19Q: 3 clusters Score -8557665 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62149 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -8557948.000000 Penalty: 3620.506348
	Iteration 20F: 3 clusters Score -8557948 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62642 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -8558112.000000 Penalty: 3620.506348
	Iteration 21Q: 3 clusters Score -8558112 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63078 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -8558280.000000 Penalty: 3620.506348
	Iteration 22Q: 3 clusters Score -8558280 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63470 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -8558386.000000 Penalty: 3620.506348
	Iteration 23Q: 3 clusters Score -8558386 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63801 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -8558491.000000 Penalty: 3620.506348
	Iteration 24Q: 3 clusters Score -8558491 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64118 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -8558562.000000 Penalty: 3620.506348
	Iteration 25Q: 3 clusters Score -8558562 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64408 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -8558670.000000 Penalty: 3620.506348
	Iteration 26Q: 3 clusters Score -8558670 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64626 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -8558709.000000 Penalty: 3620.506348
	Iteration 27Q: 3 clusters Score -8558709 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64819 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -8558727.000000 Penalty: 3620.506348
	Iteration 28Q: 3 clusters Score -8558727 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64999 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -8558767.000000 Penalty: 3620.506348
	Iteration 29Q: 3 clusters Score -8558767 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65170 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -8558825.000000 Penalty: 3620.506348
	Iteration 30Q: 3 clusters Score -8558825 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65336 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -8558877.000000 Penalty: 3620.506348
	Iteration 31Q: 3 clusters Score -8558877 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65502 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -8558905.000000 Penalty: 3620.506348
	Iteration 32Q: 3 clusters Score -8558905 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65645 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -8558941.000000 Penalty: 3620.506348
	Iteration 33Q: 3 clusters Score -8558941 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65759 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -8558973.000000 Penalty: 3620.506348
	Iteration 34Q: 3 clusters Score -8558973 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65867 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -8558978.000000 Penalty: 3620.506348
	Iteration 35Q: 3 clusters Score -8558978 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65956 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -8559035.000000 Penalty: 3620.506348
	Iteration 36Q: 3 clusters Score -8559035 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66027 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -8559052.000000 Penalty: 3620.506348
	Iteration 37Q: 3 clusters Score -8559052 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66089 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -8559038.000000 Penalty: 3620.506348
	Iteration 38Q: 3 clusters Score -8559038 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66136 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -8559059.000000 Penalty: 3620.506348
	Iteration 39Q: 3 clusters Score -8559059 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66168 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -8559066.000000 Penalty: 3620.506348
	Iteration 40F: 3 clusters Score -8559066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66196 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -8559064.000000 Penalty: 3620.506348
	Iteration 41Q: 3 clusters Score -8559064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66225 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -8559067.000000 Penalty: 3620.506348
	Iteration 42Q: 3 clusters Score -8559067 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66254 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -8559073.000000 Penalty: 3620.506348
	Iteration 43Q: 3 clusters Score -8559073 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66283 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -8559076.000000 Penalty: 3620.506348
	Iteration 44Q: 3 clusters Score -8559076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66306 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -8559082.000000 Penalty: 3620.506348
	Iteration 45Q: 3 clusters Score -8559082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66324 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -8559077.000000 Penalty: 3620.506348
	Iteration 46Q: 3 clusters Score -8559077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66341 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -8559086.000000 Penalty: 3620.506348
	Iteration 47Q: 3 clusters Score -8559086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66354 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -8559082.000000 Penalty: 3620.506348
	Iteration 48Q: 3 clusters Score -8559082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66365 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -8559086.000000 Penalty: 3620.506348
	Iteration 49Q: 3 clusters Score -8559086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66376 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -8559086.000000 Penalty: 3620.506348
	Iteration 50Q: 3 clusters Score -8559086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66386 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -8559083.000000 Penalty: 3620.506348
	Iteration 51Q: 3 clusters Score -8559083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66394 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -8559088.000000 Penalty: 3620.506348
	Iteration 52Q: 3 clusters Score -8559088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66400 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -8559089.000000 Penalty: 3620.506348
	Iteration 53Q: 3 clusters Score -8559089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66405 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -8559087.000000 Penalty: 3620.506348
	Iteration 54Q: 3 clusters Score -8559087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66411 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -8559085.000000 Penalty: 3620.506348
	Iteration 55Q: 3 clusters Score -8559085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66416 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -8559086.000000 Penalty: 3620.506348
	Iteration 56Q: 3 clusters Score -8559086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66424 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -8559101.000000 Penalty: 3620.506348
	Iteration 57Q: 3 clusters Score -8559101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66430 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -8559102.000000 Penalty: 3620.506348
	Iteration 58Q: 3 clusters Score -8559102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66437 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -8559098.000000 Penalty: 3620.506348
	Iteration 59Q: 3 clusters Score -8559098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66447 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -8559091.000000 Penalty: 3620.506348
	Iteration 60F: 3 clusters Score -8559091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66457 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -8559092.000000 Penalty: 3620.506348
	Iteration 61Q: 3 clusters Score -8559092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66466 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -8559097.000000 Penalty: 3620.506348
	Iteration 62Q: 3 clusters Score -8559097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66472 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -8559093.000000 Penalty: 3620.506348
	Iteration 63Q: 3 clusters Score -8559093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66476 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -8559093.000000 Penalty: 3620.506348
	Iteration 64Q: 3 clusters Score -8559093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66477 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -8559089.000000 Penalty: 3620.506348
	Iteration 65Q: 3 clusters Score -8559089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66480 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -8559089.000000 Penalty: 3620.506348
	Iteration 66Q: 3 clusters Score -8559089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66483 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -8559089.000000 Penalty: 3620.506348
	Iteration 67Q: 3 clusters Score -8559089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66486 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -8559088.000000 Penalty: 3620.506348
	Iteration 68Q: 3 clusters Score -8559088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66488 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -8559089.000000 Penalty: 3620.506348
	Iteration 69Q: 3 clusters Score -8559089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66487 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -8559091.000000 Penalty: 3620.506348
	Iteration 70Q: 3 clusters Score -8559091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66487 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -8559091.000000 Penalty: 3620.506348
	Iteration 71F: 3 clusters Score -8559091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (32542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Entering Unmasked Estep 
Score: -4071108.750000 Penalty: 1688.421509
	Iteration 0F: 2 clusters Score -4071109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -4049271.750000 Penalty: 3376.843018
	Iteration 0F: 3 clusters Score -4049272 nChanged 14963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -4057488.500000 Penalty: 3376.843018
	Iteration 1F: 3 clusters Score -4057488 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -4057923.000000 Penalty: 3376.843018
	Iteration 2Q: 3 clusters Score -4057923 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -4058322.500000 Penalty: 3376.843018
	Iteration 3Q: 3 clusters Score -4058322 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -4058789.500000 Penalty: 3376.843018
	Iteration 4Q: 3 clusters Score -4058790 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -4059260.750000 Penalty: 3376.843018
	Iteration 5Q: 3 clusters Score -4059261 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -4059780.500000 Penalty: 3376.843018
	Iteration 6Q: 3 clusters Score -4059780 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -4060494.250000 Penalty: 3376.843018
	Iteration 7Q: 3 clusters Score -4060494 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -4061544.250000 Penalty: 3376.843018
	Iteration 8F: 3 clusters Score -4061544 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -4062982.500000 Penalty: 3376.843018
	Iteration 9F: 3 clusters Score -4062982 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -4064596.000000 Penalty: 3376.843018
	Iteration 10F: 3 clusters Score -4064596 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -4066098.000000 Penalty: 3376.843018
	Iteration 11F: 3 clusters Score -4066098 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -4067141.000000 Penalty: 3376.843018
	Iteration 12Q: 3 clusters Score -4067141 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -4067869.000000 Penalty: 3376.843018
	Iteration 13Q: 3 clusters Score -4067869 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -4068340.750000 Penalty: 3376.843018
	Iteration 14Q: 3 clusters Score -4068341 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -4068716.250000 Penalty: 3376.843018
	Iteration 15Q: 3 clusters Score -4068716 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -4068950.750000 Penalty: 3376.843018
	Iteration 16Q: 3 clusters Score -4068951 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -4069125.500000 Penalty: 3376.843018
	Iteration 17Q: 3 clusters Score -4069126 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -4069239.750000 Penalty: 3376.843018
	Iteration 18Q: 3 clusters Score -4069240 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -4069340.000000 Penalty: 3376.843018
	Iteration 19Q: 3 clusters Score -4069340 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -4069424.250000 Penalty: 3376.843018
	Iteration 20F: 3 clusters Score -4069424 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -4069478.000000 Penalty: 3376.843018
	Iteration 21Q: 3 clusters Score -4069478 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4069524.000000 Penalty: 3376.843018
	Iteration 22Q: 3 clusters Score -4069524 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -4069576.000000 Penalty: 3376.843018
	Iteration 23Q: 3 clusters Score -4069576 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -4069612.500000 Penalty: 3376.843018
	Iteration 24Q: 3 clusters Score -4069612 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -4069639.250000 Penalty: 3376.843018
	Iteration 25Q: 3 clusters Score -4069639 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -4069687.750000 Penalty: 3376.843018
	Iteration 26Q: 3 clusters Score -4069688 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -4069716.500000 Penalty: 3376.843018
	Iteration 27Q: 3 clusters Score -4069716 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -4069732.250000 Penalty: 3376.843018
	Iteration 28Q: 3 clusters Score -4069732 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4069744.750000 Penalty: 3376.843018
	Iteration 29Q: 3 clusters Score -4069745 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4069741.750000 Penalty: 3376.843018
	Iteration 30Q: 3 clusters Score -4069742 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4069757.500000 Penalty: 3376.843018
	Iteration 31Q: 3 clusters Score -4069758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4069768.000000 Penalty: 3376.843018
	Iteration 32Q: 3 clusters Score -4069768 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4069774.000000 Penalty: 3376.843018
	Iteration 33Q: 3 clusters Score -4069774 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4069793.000000 Penalty: 3376.843018
	Iteration 34Q: 3 clusters Score -4069793 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4069805.250000 Penalty: 3376.843018
	Iteration 35Q: 3 clusters Score -4069805 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4069813.750000 Penalty: 3376.843018
	Iteration 36Q: 3 clusters Score -4069814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4069817.500000 Penalty: 3376.843018
	Iteration 37Q: 3 clusters Score -4069818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4069827.500000 Penalty: 3376.843018
	Iteration 38Q: 3 clusters Score -4069828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4069826.750000 Penalty: 3376.843018
	Iteration 39Q: 3 clusters Score -4069827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -4069835.750000 Penalty: 3376.843018
	Iteration 40F: 3 clusters Score -4069836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4069834.000000 Penalty: 3376.843018
	Iteration 41Q: 3 clusters Score -4069834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4069833.250000 Penalty: 3376.843018
	Iteration 42Q: 3 clusters Score -4069833 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4069838.000000 Penalty: 3376.843018
	Iteration 43Q: 3 clusters Score -4069838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4069841.250000 Penalty: 3376.843018
	Iteration 44Q: 3 clusters Score -4069841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4069843.750000 Penalty: 3376.843018
	Iteration 45Q: 3 clusters Score -4069844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4069849.000000 Penalty: 3376.843018
	Iteration 46Q: 3 clusters Score -4069849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4069850.250000 Penalty: 3376.843018
	Iteration 47Q: 3 clusters Score -4069850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4069854.250000 Penalty: 3376.843018
	Iteration 48Q: 3 clusters Score -4069854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4069850.250000 Penalty: 3376.843018
	Iteration 49Q: 3 clusters Score -4069850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4069850.750000 Penalty: 3376.843018
	Iteration 50Q: 3 clusters Score -4069851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4069853.000000 Penalty: 3376.843018
	Iteration 51Q: 3 clusters Score -4069853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4069855.500000 Penalty: 3376.843018
	Iteration 52Q: 3 clusters Score -4069856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4069852.750000 Penalty: 3376.843018
	Iteration 53Q: 3 clusters Score -4069853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4069852.750000 Penalty: 3376.843018
	Iteration 54Q: 3 clusters Score -4069853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4069853.250000 Penalty: 3376.843018
	Iteration 55Q: 3 clusters Score -4069853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4069853.250000 Penalty: 3376.843018
	Iteration 56F: 3 clusters Score -4069853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -52122.601562 Penalty: 1005.926208
	Iteration 0F: 2 clusters Score -52122.6 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 249 members 
Entering Unmasked Estep 
Score: -51118.238281 Penalty: 2011.852417
	Iteration 0F: 3 clusters Score -51118.24 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -51293.339844 Penalty: 2011.852417
	Iteration 1F: 3 clusters Score -51293.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51351.468750 Penalty: 2011.852417
	Iteration 2F: 3 clusters Score -51351.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51385.425781 Penalty: 2011.852417
	Iteration 3Q: 3 clusters Score -51385.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51407.121094 Penalty: 2011.852417
	Iteration 4Q: 3 clusters Score -51407.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -51427.578125 Penalty: 2011.852417
	Iteration 5Q: 3 clusters Score -51427.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -51453.359375 Penalty: 2011.852417
	Iteration 6Q: 3 clusters Score -51453.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -51489.050781 Penalty: 2011.852417
	Iteration 7Q: 3 clusters Score -51489.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -51522.269531 Penalty: 2011.852417
	Iteration 8Q: 3 clusters Score -51522.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -51549.503906 Penalty: 2011.852417
	Iteration 9Q: 3 clusters Score -51549.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -51566.886719 Penalty: 2011.852417
	Iteration 10Q: 3 clusters Score -51566.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -51568.187500 Penalty: 2011.852417
	Iteration 11Q: 3 clusters Score -51568.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -51568.187500 Penalty: 2011.852417
	Iteration 12F: 3 clusters Score -51568.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -116305.187500 Penalty: 1126.997681
	Iteration 0F: 2 clusters Score -116305.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -114847.492188 Penalty: 2253.995361
	Iteration 0F: 3 clusters Score -114847.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -115194.859375 Penalty: 2253.995361
	Iteration 1F: 3 clusters Score -115194.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -115479.367188 Penalty: 2253.995361
	Iteration 2F: 3 clusters Score -115479.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -115739.046875 Penalty: 2253.995361
	Iteration 3F: 3 clusters Score -115739 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -115887.773438 Penalty: 2253.995361
	Iteration 4F: 3 clusters Score -115887.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -115983.664062 Penalty: 2253.995361
	Iteration 5Q: 3 clusters Score -115983.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -116037.695312 Penalty: 2253.995361
	Iteration 6Q: 3 clusters Score -116037.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -116066.320312 Penalty: 2253.995361
	Iteration 7Q: 3 clusters Score -116066.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -116085.453125 Penalty: 2253.995361
	Iteration 8Q: 3 clusters Score -116085.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -116107.656250 Penalty: 2253.995361
	Iteration 9Q: 3 clusters Score -116107.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -116115.000000 Penalty: 2253.995361
	Iteration 10Q: 3 clusters Score -116115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -116118.750000 Penalty: 2253.995361
	Iteration 11Q: 3 clusters Score -116118.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -116120.648438 Penalty: 2253.995361
	Iteration 12Q: 3 clusters Score -116120.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -116123.718750 Penalty: 2253.995361
	Iteration 13Q: 3 clusters Score -116123.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -116129.664062 Penalty: 2253.995361
	Iteration 14Q: 3 clusters Score -116129.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -116130.750000 Penalty: 2253.995361
	Iteration 15Q: 3 clusters Score -116130.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -116130.750000 Penalty: 2253.995361
	Iteration 16F: 3 clusters Score -116130.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Entering Unmasked Estep 
Score: -348988.968750 Penalty: 1295.020630
	Iteration 0F: 2 clusters Score -348989 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 1423 members 
Entering Unmasked Estep 
Score: -346323.937500 Penalty: 2590.041260
	Iteration 0F: 3 clusters Score -346323.9 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -346984.687500 Penalty: 2590.041260
	Iteration 1F: 3 clusters Score -346984.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -347121.687500 Penalty: 2590.041260
	Iteration 2F: 3 clusters Score -347121.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -347212.437500 Penalty: 2590.041260
	Iteration 3F: 3 clusters Score -347212.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -347279.687500 Penalty: 2590.041260
	Iteration 4Q: 3 clusters Score -347279.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -347333.437500 Penalty: 2590.041260
	Iteration 5Q: 3 clusters Score -347333.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -347371.500000 Penalty: 2590.041260
	Iteration 6Q: 3 clusters Score -347371.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -347401.000000 Penalty: 2590.041260
	Iteration 7Q: 3 clusters Score -347401 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -347424.656250 Penalty: 2590.041260
	Iteration 8Q: 3 clusters Score -347424.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -347442.406250 Penalty: 2590.041260
	Iteration 9Q: 3 clusters Score -347442.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -347468.093750 Penalty: 2590.041260
	Iteration 10Q: 3 clusters Score -347468.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -347504.156250 Penalty: 2590.041260
	Iteration 11Q: 3 clusters Score -347504.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -347536.343750 Penalty: 2590.041260
	Iteration 12Q: 3 clusters Score -347536.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -347567.125000 Penalty: 2590.041260
	Iteration 13Q: 3 clusters Score -347567.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -347596.375000 Penalty: 2590.041260
	Iteration 14Q: 3 clusters Score -347596.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -347622.312500 Penalty: 2590.041260
	Iteration 15Q: 3 clusters Score -347622.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -347649.375000 Penalty: 2590.041260
	Iteration 16Q: 3 clusters Score -347649.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -347674.093750 Penalty: 2590.041260
	Iteration 17Q: 3 clusters Score -347674.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -347699.468750 Penalty: 2590.041260
	Iteration 18Q: 3 clusters Score -347699.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -347716.593750 Penalty: 2590.041260
	Iteration 19Q: 3 clusters Score -347716.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -347738.562500 Penalty: 2590.041260
	Iteration 20F: 3 clusters Score -347738.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -347757.406250 Penalty: 2590.041260
	Iteration 21Q: 3 clusters Score -347757.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -347774.812500 Penalty: 2590.041260
	Iteration 22Q: 3 clusters Score -347774.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -347794.687500 Penalty: 2590.041260
	Iteration 23Q: 3 clusters Score -347794.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -347810.000000 Penalty: 2590.041260
	Iteration 24Q: 3 clusters Score -347810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -347823.468750 Penalty: 2590.041260
	Iteration 25Q: 3 clusters Score -347823.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -347832.031250 Penalty: 2590.041260
	Iteration 26Q: 3 clusters Score -347832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -347840.000000 Penalty: 2590.041260
	Iteration 27Q: 3 clusters Score -347840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -347847.593750 Penalty: 2590.041260
	Iteration 28Q: 3 clusters Score -347847.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -347854.375000 Penalty: 2590.041260
	Iteration 29Q: 3 clusters Score -347854.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -347859.500000 Penalty: 2590.041260
	Iteration 30Q: 3 clusters Score -347859.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -347865.156250 Penalty: 2590.041260
	Iteration 31Q: 3 clusters Score -347865.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -347871.750000 Penalty: 2590.041260
	Iteration 32Q: 3 clusters Score -347871.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -347879.812500 Penalty: 2590.041260
	Iteration 33Q: 3 clusters Score -347879.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -347889.250000 Penalty: 2590.041260
	Iteration 34Q: 3 clusters Score -347889.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -347897.968750 Penalty: 2590.041260
	Iteration 35Q: 3 clusters Score -347898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -347901.718750 Penalty: 2590.041260
	Iteration 36Q: 3 clusters Score -347901.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -347907.406250 Penalty: 2590.041260
	Iteration 37Q: 3 clusters Score -347907.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -347913.093750 Penalty: 2590.041260
	Iteration 38Q: 3 clusters Score -347913.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -347915.468750 Penalty: 2590.041260
	Iteration 39Q: 3 clusters Score -347915.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -347920.750000 Penalty: 2590.041260
	Iteration 40F: 3 clusters Score -347920.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -347921.968750 Penalty: 2590.041260
	Iteration 41Q: 3 clusters Score -347922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -347921.968750 Penalty: 2590.041260
	Iteration 42F: 3 clusters Score -347922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Entering Unmasked Estep 
Score: -862077.437500 Penalty: 1437.906128
	Iteration 0F: 2 clusters Score -862077.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -856913.000000 Penalty: 2875.812256
	Iteration 0F: 3 clusters Score -856913 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -858461.812500 Penalty: 2875.812256
	Iteration 1F: 3 clusters Score -858461.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -858757.625000 Penalty: 2875.812256
	Iteration 2F: 3 clusters Score -858757.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -859007.562500 Penalty: 2875.812256
	Iteration 3F: 3 clusters Score -859007.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -859287.187500 Penalty: 2875.812256
	Iteration 4F: 3 clusters Score -859287.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -859688.687500 Penalty: 2875.812256
	Iteration 5F: 3 clusters Score -859688.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -860133.437500 Penalty: 2875.812256
	Iteration 6F: 3 clusters Score -860133.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -860509.687500 Penalty: 2875.812256
	Iteration 7F: 3 clusters Score -860509.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -860805.500000 Penalty: 2875.812256
	Iteration 8F: 3 clusters Score -860805.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -861087.000000 Penalty: 2875.812256
	Iteration 9F: 3 clusters Score -861087 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -861410.250000 Penalty: 2875.812256
	Iteration 10Q: 3 clusters Score -861410.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -861704.437500 Penalty: 2875.812256
	Iteration 11Q: 3 clusters Score -861704.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -861938.000000 Penalty: 2875.812256
	Iteration 12Q: 3 clusters Score -861938 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -862132.000000 Penalty: 2875.812256
	Iteration 13Q: 3 clusters Score -862132 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -862225.937500 Penalty: 2875.812256
	Iteration 14Q: 3 clusters Score -862225.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -862266.687500 Penalty: 2875.812256
	Iteration 15Q: 3 clusters Score -862266.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -862283.937500 Penalty: 2875.812256
	Iteration 16Q: 3 clusters Score -862283.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -862292.937500 Penalty: 2875.812256
	Iteration 17Q: 3 clusters Score -862292.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -862297.687500 Penalty: 2875.812256
	Iteration 18Q: 3 clusters Score -862297.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -862302.500000 Penalty: 2875.812256
	Iteration 19Q: 3 clusters Score -862302.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -862305.437500 Penalty: 2875.812256
	Iteration 20F: 3 clusters Score -862305.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -862305.625000 Penalty: 2875.812256
	Iteration 21Q: 3 clusters Score -862305.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -862307.000000 Penalty: 2875.812256
	Iteration 22Q: 3 clusters Score -862307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -862310.562500 Penalty: 2875.812256
	Iteration 23Q: 3 clusters Score -862310.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -862310.875000 Penalty: 2875.812256
	Iteration 24Q: 3 clusters Score -862310.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -862310.062500 Penalty: 2875.812256
	Iteration 25Q: 3 clusters Score -862310.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -862310.062500 Penalty: 2875.812256
	Iteration 26F: 3 clusters Score -862310.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 104928 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 58667 members 
Mstep: Class 6 contains 26028 members 
Mstep: Class 7 contains 10208 members 
Mstep: Class 8 contains 96115 members 
Mstep: Class 9 contains 98747 members 
Mstep: Class 10 contains 8147 members 
Mstep: Class 11 contains 6995 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66279 members 
Mstep: Class 14 contains 35220 members 
Mstep: Class 15 contains 105495 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9716 members 
Mstep: Class 19 contains 14064 members 
Mstep: Class 20 contains 6386 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16292 members 
Mstep: Class 23 contains 96408 members 
Mstep: Class 24 contains 68873 members 
Mstep: Class 25 contains 32542 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2891 members 
Mstep: Class 29 contains 2071 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6686 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Mstep: Class 41 contains 4894 members 
Entering Unmasked Estep 
Score: -111787816.000000 Penalty: 91479.007812
Splitting cluster 29 changes total score from -111788360.000000 to -111787816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Entering Unmasked Estep 
Score: -149825.593750 Penalty: 1177.997437
	Iteration 0F: 2 clusters Score -149825.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -148180.671875 Penalty: 2355.994873
	Iteration 0F: 3 clusters Score -148180.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -148779.359375 Penalty: 2355.994873
	Iteration 1F: 3 clusters Score -148779.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -149136.812500 Penalty: 2355.994873
	Iteration 2F: 3 clusters Score -149136.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -149365.765625 Penalty: 2355.994873
	Iteration 3F: 3 clusters Score -149365.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -149515.046875 Penalty: 2355.994873
	Iteration 4F: 3 clusters Score -149515 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -149597.984375 Penalty: 2355.994873
	Iteration 5Q: 3 clusters Score -149598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -149655.390625 Penalty: 2355.994873
	Iteration 6Q: 3 clusters Score -149655.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -149682.687500 Penalty: 2355.994873
	Iteration 7Q: 3 clusters Score -149682.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -149691.140625 Penalty: 2355.994873
	Iteration 8Q: 3 clusters Score -149691.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -149692.562500 Penalty: 2355.994873
	Iteration 9Q: 3 clusters Score -149692.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -149696.453125 Penalty: 2355.994873
	Iteration 10Q: 3 clusters Score -149696.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -149697.296875 Penalty: 2355.994873
	Iteration 11Q: 3 clusters Score -149697.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -149697.906250 Penalty: 2355.994873
	Iteration 12Q: 3 clusters Score -149697.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -149698.453125 Penalty: 2355.994873
	Iteration 13Q: 3 clusters Score -149698.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -149701.218750 Penalty: 2355.994873
	Iteration 14Q: 3 clusters Score -149701.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -149705.375000 Penalty: 2355.994873
	Iteration 15Q: 3 clusters Score -149705.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -149712.796875 Penalty: 2355.994873
	Iteration 16Q: 3 clusters Score -149712.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -149717.390625 Penalty: 2355.994873
	Iteration 17Q: 3 clusters Score -149717.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -149719.015625 Penalty: 2355.994873
	Iteration 18Q: 3 clusters Score -149719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -149724.062500 Penalty: 2355.994873
	Iteration 19Q: 3 clusters Score -149724.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -149724.734375 Penalty: 2355.994873
	Iteration 20F: 3 clusters Score -149724.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -149726.187500 Penalty: 2355.994873
	Iteration 21Q: 3 clusters Score -149726.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -149727.250000 Penalty: 2355.994873
	Iteration 22Q: 3 clusters Score -149727.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -149727.781250 Penalty: 2355.994873
	Iteration 23Q: 3 clusters Score -149727.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -149727.937500 Penalty: 2355.994873
	Iteration 24Q: 3 clusters Score -149727.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -149728.312500 Penalty: 2355.994873
	Iteration 25Q: 3 clusters Score -149728.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -149728.312500 Penalty: 2355.994873
	Iteration 26F: 3 clusters Score -149728.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Entering Unmasked Estep 
Score: -1159151.000000 Penalty: 1484.642700
	Iteration 0F: 2 clusters Score -1159151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1152399.750000 Penalty: 2969.285400
	Iteration 0F: 3 clusters Score -1152400 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1154683.625000 Penalty: 2969.285400
	Iteration 1F: 3 clusters Score -1154684 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1155088.250000 Penalty: 2969.285400
	Iteration 2F: 3 clusters Score -1155088 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1155441.500000 Penalty: 2969.285400
	Iteration 3F: 3 clusters Score -1155442 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1155802.000000 Penalty: 2969.285400
	Iteration 4F: 3 clusters Score -1155802 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1156182.000000 Penalty: 2969.285400
	Iteration 5F: 3 clusters Score -1156182 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1156574.000000 Penalty: 2969.285400
	Iteration 6F: 3 clusters Score -1156574 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1156923.250000 Penalty: 2969.285400
	Iteration 7F: 3 clusters Score -1156923 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1157265.125000 Penalty: 2969.285400
	Iteration 8F: 3 clusters Score -1157265 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1157540.750000 Penalty: 2969.285400
	Iteration 9Q: 3 clusters Score -1157541 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1157704.250000 Penalty: 2969.285400
	Iteration 10Q: 3 clusters Score -1157704 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1157808.500000 Penalty: 2969.285400
	Iteration 11Q: 3 clusters Score -1157808 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1157881.625000 Penalty: 2969.285400
	Iteration 12Q: 3 clusters Score -1157882 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1157931.250000 Penalty: 2969.285400
	Iteration 13Q: 3 clusters Score -1157931 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1157962.125000 Penalty: 2969.285400
	Iteration 14Q: 3 clusters Score -1157962 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1157994.125000 Penalty: 2969.285400
	Iteration 15Q: 3 clusters Score -1157994 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1158022.375000 Penalty: 2969.285400
	Iteration 16Q: 3 clusters Score -1158022 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1158050.125000 Penalty: 2969.285400
	Iteration 17Q: 3 clusters Score -1158050 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1158070.375000 Penalty: 2969.285400
	Iteration 18Q: 3 clusters Score -1158070 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1158086.875000 Penalty: 2969.285400
	Iteration 19Q: 3 clusters Score -1158087 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1158096.250000 Penalty: 2969.285400
	Iteration 20F: 3 clusters Score -1158096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1158105.625000 Penalty: 2969.285400
	Iteration 21Q: 3 clusters Score -1158106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1158120.875000 Penalty: 2969.285400
	Iteration 22Q: 3 clusters Score -1158121 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1158143.500000 Penalty: 2969.285400
	Iteration 23Q: 3 clusters Score -1158144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1158156.625000 Penalty: 2969.285400
	Iteration 24Q: 3 clusters Score -1158157 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1158168.375000 Penalty: 2969.285400
	Iteration 25Q: 3 clusters Score -1158168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1158174.125000 Penalty: 2969.285400
	Iteration 26Q: 3 clusters Score -1158174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1158181.875000 Penalty: 2969.285400
	Iteration 27Q: 3 clusters Score -1158182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1158193.250000 Penalty: 2969.285400
	Iteration 28Q: 3 clusters Score -1158193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1158200.000000 Penalty: 2969.285400
	Iteration 29Q: 3 clusters Score -1158200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1158205.375000 Penalty: 2969.285400
	Iteration 30Q: 3 clusters Score -1158205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1158207.875000 Penalty: 2969.285400
	Iteration 31Q: 3 clusters Score -1158208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1158214.250000 Penalty: 2969.285400
	Iteration 32Q: 3 clusters Score -1158214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1158217.250000 Penalty: 2969.285400
	Iteration 33Q: 3 clusters Score -1158217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1158219.250000 Penalty: 2969.285400
	Iteration 34Q: 3 clusters Score -1158219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1158225.375000 Penalty: 2969.285400
	Iteration 35Q: 3 clusters Score -1158225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1158232.000000 Penalty: 2969.285400
	Iteration 36Q: 3 clusters Score -1158232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1158237.875000 Penalty: 2969.285400
	Iteration 37Q: 3 clusters Score -1158238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1158242.250000 Penalty: 2969.285400
	Iteration 38Q: 3 clusters Score -1158242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1158245.500000 Penalty: 2969.285400
	Iteration 39Q: 3 clusters Score -1158246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1158251.375000 Penalty: 2969.285400
	Iteration 40F: 3 clusters Score -1158251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1158253.750000 Penalty: 2969.285400
	Iteration 41Q: 3 clusters Score -1158254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1158253.000000 Penalty: 2969.285400
	Iteration 42Q: 3 clusters Score -1158253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1158252.750000 Penalty: 2969.285400
	Iteration 43Q: 3 clusters Score -1158253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1158253.375000 Penalty: 2969.285400
	Iteration 44Q: 3 clusters Score -1158253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1158255.375000 Penalty: 2969.285400
	Iteration 45Q: 3 clusters Score -1158255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1158256.375000 Penalty: 2969.285400
	Iteration 46Q: 3 clusters Score -1158256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1158256.250000 Penalty: 2969.285400
	Iteration 47Q: 3 clusters Score -1158256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1158258.125000 Penalty: 2969.285400
	Iteration 48Q: 3 clusters Score -1158258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1158258.125000 Penalty: 2969.285400
	Iteration 49F: 3 clusters Score -1158258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -12430.036133 Penalty: 959.177917
	Iteration 0F: 2 clusters Score -12430.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -11703.152344 Penalty: 1918.355835
	Iteration 0F: 3 clusters Score -11703.15 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -12286.973633 Penalty: 1918.355835
	Iteration 1F: 3 clusters Score -12286.97 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -12573.133789 Penalty: 1918.355835
	Iteration 2F: 3 clusters Score -12573.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -12683.160156 Penalty: 1918.355835
	Iteration 3Q: 3 clusters Score -12683.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -12711.773438 Penalty: 1918.355835
	Iteration 4Q: 3 clusters Score -12711.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -12732.124023 Penalty: 1918.355835
	Iteration 5Q: 3 clusters Score -12732.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -12743.203125 Penalty: 1918.355835
	Iteration 6Q: 3 clusters Score -12743.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -12743.203125 Penalty: 1918.355835
	Iteration 7F: 3 clusters Score -12743.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 104928 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 58667 members 
Mstep: Class 6 contains 26028 members 
Mstep: Class 7 contains 10208 members 
Mstep: Class 8 contains 96115 members 
Mstep: Class 9 contains 98747 members 
Mstep: Class 10 contains 8147 members 
Mstep: Class 11 contains 6995 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66279 members 
Mstep: Class 14 contains 35220 members 
Mstep: Class 15 contains 105495 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9716 members 
Mstep: Class 19 contains 14064 members 
Mstep: Class 20 contains 6386 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16292 members 
Mstep: Class 23 contains 96408 members 
Mstep: Class 24 contains 68873 members 
Mstep: Class 25 contains 32542 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2891 members 
Mstep: Class 29 contains 6965 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 125 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6686 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Mstep: Class 41 contains 241 members 
Entering Unmasked Estep 
Score: -111787288.000000 Penalty: 91479.007812
Splitting cluster 32 changes total score from -111788360.000000 to -111787288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (3109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Entering Unmasked Estep 
Score: -377056.656250 Penalty: 1306.834106
	Iteration 0F: 2 clusters Score -377056.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -374246.000000 Penalty: 2613.668213
	Iteration 0F: 3 clusters Score -374246 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -375095.031250 Penalty: 2613.668213
	Iteration 1F: 3 clusters Score -375095 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -375387.625000 Penalty: 2613.668213
	Iteration 2F: 3 clusters Score -375387.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -375660.531250 Penalty: 2613.668213
	Iteration 3F: 3 clusters Score -375660.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -375894.125000 Penalty: 2613.668213
	Iteration 4F: 3 clusters Score -375894.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -376072.937500 Penalty: 2613.668213
	Iteration 5F: 3 clusters Score -376072.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -376261.093750 Penalty: 2613.668213
	Iteration 6Q: 3 clusters Score -376261.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -376448.875000 Penalty: 2613.668213
	Iteration 7Q: 3 clusters Score -376448.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -376672.656250 Penalty: 2613.668213
	Iteration 8Q: 3 clusters Score -376672.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -376856.843750 Penalty: 2613.668213
	Iteration 9F: 3 clusters Score -376856.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -376987.000000 Penalty: 2613.668213
	Iteration 10Q: 3 clusters Score -376987 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -377107.187500 Penalty: 2613.668213
	Iteration 11Q: 3 clusters Score -377107.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -377207.750000 Penalty: 2613.668213
	Iteration 12Q: 3 clusters Score -377207.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -377292.343750 Penalty: 2613.668213
	Iteration 13Q: 3 clusters Score -377292.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -377332.531250 Penalty: 2613.668213
	Iteration 14Q: 3 clusters Score -377332.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -377360.406250 Penalty: 2613.668213
	Iteration 15Q: 3 clusters Score -377360.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -377382.250000 Penalty: 2613.668213
	Iteration 16Q: 3 clusters Score -377382.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -377401.406250 Penalty: 2613.668213
	Iteration 17Q: 3 clusters Score -377401.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -377428.968750 Penalty: 2613.668213
	Iteration 18Q: 3 clusters Score -377429 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -377453.468750 Penalty: 2613.668213
	Iteration 19Q: 3 clusters Score -377453.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -377470.812500 Penalty: 2613.668213
	Iteration 20F: 3 clusters Score -377470.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -377490.031250 Penalty: 2613.668213
	Iteration 21Q: 3 clusters Score -377490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -377503.875000 Penalty: 2613.668213
	Iteration 22Q: 3 clusters Score -377503.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -377508.593750 Penalty: 2613.668213
	Iteration 23Q: 3 clusters Score -377508.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -377516.093750 Penalty: 2613.668213
	Iteration 24Q: 3 clusters Score -377516.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -377519.125000 Penalty: 2613.668213
	Iteration 25Q: 3 clusters Score -377519.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -377520.593750 Penalty: 2613.668213
	Iteration 26Q: 3 clusters Score -377520.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -377522.593750 Penalty: 2613.668213
	Iteration 27Q: 3 clusters Score -377522.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -377523.718750 Penalty: 2613.668213
	Iteration 28Q: 3 clusters Score -377523.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -377524.375000 Penalty: 2613.668213
	Iteration 29Q: 3 clusters Score -377524.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -377528.812500 Penalty: 2613.668213
	Iteration 30Q: 3 clusters Score -377528.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -377529.875000 Penalty: 2613.668213
	Iteration 31Q: 3 clusters Score -377529.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -377529.875000 Penalty: 2613.668213
	Iteration 32F: 3 clusters Score -377529.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 104928 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 58667 members 
Mstep: Class 6 contains 26028 members 
Mstep: Class 7 contains 10208 members 
Mstep: Class 8 contains 96115 members 
Mstep: Class 9 contains 98747 members 
Mstep: Class 10 contains 8147 members 
Mstep: Class 11 contains 6995 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66279 members 
Mstep: Class 14 contains 35220 members 
Mstep: Class 15 contains 105495 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9716 members 
Mstep: Class 19 contains 14064 members 
Mstep: Class 20 contains 6386 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16292 members 
Mstep: Class 23 contains 96408 members 
Mstep: Class 24 contains 68873 members 
Mstep: Class 25 contains 32542 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2891 members 
Mstep: Class 29 contains 6965 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 1716 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6686 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Mstep: Class 41 contains 1393 members 
Entering Unmasked Estep 
Score: -111787896.000000 Penalty: 91479.007812
Splitting cluster 33 changes total score from -111788360.000000 to -111787896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -40201.996094 Penalty: 989.469849
	Iteration 0F: 2 clusters Score -40202 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 239 members 
Entering Unmasked Estep 
Score: -39294.878906 Penalty: 1978.939697
	Iteration 0F: 3 clusters Score -39294.88 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -39476.640625 Penalty: 1978.939697
	Iteration 1F: 3 clusters Score -39476.64 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39557.929688 Penalty: 1978.939697
	Iteration 2F: 3 clusters Score -39557.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39643.570312 Penalty: 1978.939697
	Iteration 3F: 3 clusters Score -39643.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39675.246094 Penalty: 1978.939697
	Iteration 4Q: 3 clusters Score -39675.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39680.015625 Penalty: 1978.939697
	Iteration 5Q: 3 clusters Score -39680.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39683.390625 Penalty: 1978.939697
	Iteration 6Q: 3 clusters Score -39683.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39683.812500 Penalty: 1978.939697
	Iteration 7Q: 3 clusters Score -39683.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39683.812500 Penalty: 1978.939697
	Iteration 8F: 3 clusters Score -39683.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Entering Unmasked Estep 
Score: -783637.187500 Penalty: 1431.262695
	Iteration 0F: 2 clusters Score -783637.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -778599.812500 Penalty: 2862.525391
	Iteration 0F: 3 clusters Score -778599.8 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -780926.562500 Penalty: 2862.525391
	Iteration 1F: 3 clusters Score -780926.6 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -781837.875000 Penalty: 2862.525391
	Iteration 2F: 3 clusters Score -781837.9 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -782521.875000 Penalty: 2862.525391
	Iteration 3F: 3 clusters Score -782521.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -782844.187500 Penalty: 2862.525391
	Iteration 4F: 3 clusters Score -782844.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -782999.062500 Penalty: 2862.525391
	Iteration 5Q: 3 clusters Score -782999.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -783068.812500 Penalty: 2862.525391
	Iteration 6Q: 3 clusters Score -783068.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -783105.375000 Penalty: 2862.525391
	Iteration 7Q: 3 clusters Score -783105.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -783126.500000 Penalty: 2862.525391
	Iteration 8Q: 3 clusters Score -783126.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -783140.562500 Penalty: 2862.525391
	Iteration 9Q: 3 clusters Score -783140.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -783153.062500 Penalty: 2862.525391
	Iteration 10Q: 3 clusters Score -783153.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -783159.812500 Penalty: 2862.525391
	Iteration 11Q: 3 clusters Score -783159.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -783168.375000 Penalty: 2862.525391
	Iteration 12Q: 3 clusters Score -783168.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -783173.000000 Penalty: 2862.525391
	Iteration 13Q: 3 clusters Score -783173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -783176.000000 Penalty: 2862.525391
	Iteration 14Q: 3 clusters Score -783176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -783176.812500 Penalty: 2862.525391
	Iteration 15Q: 3 clusters Score -783176.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -783179.000000 Penalty: 2862.525391
	Iteration 16Q: 3 clusters Score -783179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -783179.812500 Penalty: 2862.525391
	Iteration 17Q: 3 clusters Score -783179.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -783179.125000 Penalty: 2862.525391
	Iteration 18Q: 3 clusters Score -783179.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -783178.750000 Penalty: 2862.525391
	Iteration 19Q: 3 clusters Score -783178.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -783181.000000 Penalty: 2862.525391
	Iteration 20F: 3 clusters Score -783181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -783182.812500 Penalty: 2862.525391
	Iteration 21Q: 3 clusters Score -783182.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -783182.500000 Penalty: 2862.525391
	Iteration 22Q: 3 clusters Score -783182.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -783183.375000 Penalty: 2862.525391
	Iteration 23Q: 3 clusters Score -783183.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -783183.375000 Penalty: 2862.525391
	Iteration 24F: 3 clusters Score -783183.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -50896.925781 Penalty: 992.028870
	Iteration 0F: 2 clusters Score -50896.93 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 221 members 
Entering Unmasked Estep 
Score: -49932.105469 Penalty: 1984.057739
	Iteration 0F: 3 clusters Score -49932.11 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50080.605469 Penalty: 1984.057739
	Iteration 1F: 3 clusters Score -50080.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50146.515625 Penalty: 1984.057739
	Iteration 2F: 3 clusters Score -50146.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50201.281250 Penalty: 1984.057739
	Iteration 3F: 3 clusters Score -50201.28 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50294.414062 Penalty: 1984.057739
	Iteration 4F: 3 clusters Score -50294.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -50425.984375 Penalty: 1984.057739
	Iteration 5F: 3 clusters Score -50425.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -50486.007812 Penalty: 1984.057739
	Iteration 6F: 3 clusters Score -50486.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -50520.085938 Penalty: 1984.057739
	Iteration 7Q: 3 clusters Score -50520.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -50535.871094 Penalty: 1984.057739
	Iteration 8Q: 3 clusters Score -50535.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -50545.324219 Penalty: 1984.057739
	Iteration 9Q: 3 clusters Score -50545.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -50547.734375 Penalty: 1984.057739
	Iteration 10Q: 3 clusters Score -50547.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -50547.734375 Penalty: 1984.057739
	Iteration 11F: 3 clusters Score -50547.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Entering Unmasked Estep 
Score: -61255.585938 Penalty: 1025.656860
	Iteration 0F: 2 clusters Score -61255.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60159.726562 Penalty: 2051.313721
	Iteration 0F: 3 clusters Score -60159.73 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60388.929688 Penalty: 2051.313721
	Iteration 1F: 3 clusters Score -60388.93 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -60463.070312 Penalty: 2051.313721
	Iteration 2F: 3 clusters Score -60463.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -60492.675781 Penalty: 2051.313721
	Iteration 3Q: 3 clusters Score -60492.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -60536.609375 Penalty: 2051.313721
	Iteration 4Q: 3 clusters Score -60536.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -60574.722656 Penalty: 2051.313721
	Iteration 5Q: 3 clusters Score -60574.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -60607.046875 Penalty: 2051.313721
	Iteration 6Q: 3 clusters Score -60607.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -60642.761719 Penalty: 2051.313721
	Iteration 7Q: 3 clusters Score -60642.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -60671.625000 Penalty: 2051.313721
	Iteration 8Q: 3 clusters Score -60671.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -60706.250000 Penalty: 2051.313721
	Iteration 9Q: 3 clusters Score -60706.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -60749.019531 Penalty: 2051.313721
	Iteration 10Q: 3 clusters Score -60749.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -60825.863281 Penalty: 2051.313721
	Iteration 11Q: 3 clusters Score -60825.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -60903.281250 Penalty: 2051.313721
	Iteration 12Q: 3 clusters Score -60903.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -60989.957031 Penalty: 2051.313721
	Iteration 13Q: 3 clusters Score -60989.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61017.562500 Penalty: 2051.313721
	Iteration 14Q: 3 clusters Score -61017.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -61066.660156 Penalty: 2051.313721
	Iteration 15Q: 3 clusters Score -61066.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -61095.062500 Penalty: 2051.313721
	Iteration 16Q: 3 clusters Score -61095.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61148.945312 Penalty: 2051.313721
	Iteration 17Q: 3 clusters Score -61148.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -61169.195312 Penalty: 2051.313721
	Iteration 18Q: 3 clusters Score -61169.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -61181.910156 Penalty: 2051.313721
	Iteration 19Q: 3 clusters Score -61181.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -61219.523438 Penalty: 2051.313721
	Iteration 20F: 3 clusters Score -61219.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -61236.417969 Penalty: 2051.313721
	Iteration 21Q: 3 clusters Score -61236.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -61238.292969 Penalty: 2051.313721
	Iteration 22Q: 3 clusters Score -61238.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -61238.292969 Penalty: 2051.313721
	Iteration 23F: 3 clusters Score -61238.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -25183.906250 Penalty: 925.231506
	Iteration 0F: 2 clusters Score -25183.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24427.552734 Penalty: 1850.463013
	Iteration 0F: 3 clusters Score -24427.55 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24783.951172 Penalty: 1850.463013
	Iteration 1F: 3 clusters Score -24783.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24926.380859 Penalty: 1850.463013
	Iteration 2F: 3 clusters Score -24926.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24972.589844 Penalty: 1850.463013
	Iteration 3Q: 3 clusters Score -24972.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25003.429688 Penalty: 1850.463013
	Iteration 4Q: 3 clusters Score -25003.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25019.775391 Penalty: 1850.463013
	Iteration 5Q: 3 clusters Score -25019.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -25027.087891 Penalty: 1850.463013
	Iteration 6Q: 3 clusters Score -25027.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25027.689453 Penalty: 1850.463013
	Iteration 7Q: 3 clusters Score -25027.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25027.689453 Penalty: 1850.463013
	Iteration 8F: 3 clusters Score -25027.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -12286.672852 Penalty: 879.392456
	Iteration 0F: 2 clusters Score -12286.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11558.867188 Penalty: 1758.784912
	Iteration 0F: 3 clusters Score -11558.87 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11737.631836 Penalty: 1758.784912
	Iteration 1F: 3 clusters Score -11737.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11837.571289 Penalty: 1758.784912
	Iteration 2F: 3 clusters Score -11837.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11921.869141 Penalty: 1758.784912
	Iteration 3F: 3 clusters Score -11921.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11969.277344 Penalty: 1758.784912
	Iteration 4Q: 3 clusters Score -11969.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11998.105469 Penalty: 1758.784912
	Iteration 5Q: 3 clusters Score -11998.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12019.586914 Penalty: 1758.784912
	Iteration 6Q: 3 clusters Score -12019.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12029.555664 Penalty: 1758.784912
	Iteration 7Q: 3 clusters Score -12029.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12042.636719 Penalty: 1758.784912
	Iteration 8Q: 3 clusters Score -12042.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12047.756836 Penalty: 1758.784912
	Iteration 9Q: 3 clusters Score -12047.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12051.237305 Penalty: 1758.784912
	Iteration 10Q: 3 clusters Score -12051.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12051.346680 Penalty: 1758.784912
	Iteration 11F: 3 clusters Score -12051.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12098.582031 Penalty: 1758.784912
	Iteration 12Q: 3 clusters Score -12098.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12140.924805 Penalty: 1758.784912
	Iteration 13Q: 3 clusters Score -12140.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12140.924805 Penalty: 1758.784912
	Iteration 14F: 3 clusters Score -12140.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Entering Unmasked Estep 
Score: -678695.187500 Penalty: 1399.295288
	Iteration 0F: 2 clusters Score -678695.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -674423.187500 Penalty: 2798.590576
	Iteration 0F: 3 clusters Score -674423.2 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -675632.687500 Penalty: 2798.590576
	Iteration 1F: 3 clusters Score -675632.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -675784.875000 Penalty: 2798.590576
	Iteration 2F: 3 clusters Score -675784.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -675898.125000 Penalty: 2798.590576
	Iteration 3Q: 3 clusters Score -675898.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -675999.000000 Penalty: 2798.590576
	Iteration 4Q: 3 clusters Score -675999 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -676081.750000 Penalty: 2798.590576
	Iteration 5Q: 3 clusters Score -676081.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -676159.062500 Penalty: 2798.590576
	Iteration 6Q: 3 clusters Score -676159.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -676247.062500 Penalty: 2798.590576
	Iteration 7Q: 3 clusters Score -676247.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -676335.312500 Penalty: 2798.590576
	Iteration 8Q: 3 clusters Score -676335.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -676445.125000 Penalty: 2798.590576
	Iteration 9Q: 3 clusters Score -676445.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -676560.312500 Penalty: 2798.590576
	Iteration 10Q: 3 clusters Score -676560.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -676670.125000 Penalty: 2798.590576
	Iteration 11Q: 3 clusters Score -676670.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -676792.250000 Penalty: 2798.590576
	Iteration 12Q: 3 clusters Score -676792.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -676933.125000 Penalty: 2798.590576
	Iteration 13Q: 3 clusters Score -676933.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -677071.875000 Penalty: 2798.590576
	Iteration 14Q: 3 clusters Score -677071.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -677214.125000 Penalty: 2798.590576
	Iteration 15Q: 3 clusters Score -677214.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -677337.812500 Penalty: 2798.590576
	Iteration 16Q: 3 clusters Score -677337.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -677416.250000 Penalty: 2798.590576
	Iteration 17Q: 3 clusters Score -677416.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -677468.250000 Penalty: 2798.590576
	Iteration 18Q: 3 clusters Score -677468.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -677502.375000 Penalty: 2798.590576
	Iteration 19Q: 3 clusters Score -677502.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -677522.687500 Penalty: 2798.590576
	Iteration 20F: 3 clusters Score -677522.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -677536.062500 Penalty: 2798.590576
	Iteration 21Q: 3 clusters Score -677536.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -677546.250000 Penalty: 2798.590576
	Iteration 22Q: 3 clusters Score -677546.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -677553.187500 Penalty: 2798.590576
	Iteration 23Q: 3 clusters Score -677553.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -677558.312500 Penalty: 2798.590576
	Iteration 24Q: 3 clusters Score -677558.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -677563.375000 Penalty: 2798.590576
	Iteration 25Q: 3 clusters Score -677563.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -677573.812500 Penalty: 2798.590576
	Iteration 26Q: 3 clusters Score -677573.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -677577.750000 Penalty: 2798.590576
	Iteration 27Q: 3 clusters Score -677577.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -677579.500000 Penalty: 2798.590576
	Iteration 28Q: 3 clusters Score -677579.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -677581.750000 Penalty: 2798.590576
	Iteration 29Q: 3 clusters Score -677581.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -677582.437500 Penalty: 2798.590576
	Iteration 30Q: 3 clusters Score -677582.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -677583.125000 Penalty: 2798.590576
	Iteration 31Q: 3 clusters Score -677583.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -677583.875000 Penalty: 2798.590576
	Iteration 32Q: 3 clusters Score -677583.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -677583.875000 Penalty: 2798.590576
	Iteration 33F: 3 clusters Score -677583.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 104928 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 58667 members 
Mstep: Class 6 contains 26028 members 
Mstep: Class 7 contains 10208 members 
Mstep: Class 8 contains 96115 members 
Mstep: Class 9 contains 98747 members 
Mstep: Class 10 contains 8147 members 
Mstep: Class 11 contains 6995 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66279 members 
Mstep: Class 14 contains 35220 members 
Mstep: Class 15 contains 105495 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9716 members 
Mstep: Class 19 contains 14064 members 
Mstep: Class 20 contains 6386 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16292 members 
Mstep: Class 23 contains 96408 members 
Mstep: Class 24 contains 68873 members 
Mstep: Class 25 contains 32542 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2891 members 
Mstep: Class 29 contains 6965 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6686 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788336.000000 Penalty: 89247.812500
Iteration 279Q: 41 clusters Score -1.117883e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 104945 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 58664 members 
Mstep: Class 6 contains 26033 members 
Mstep: Class 7 contains 10212 members 
Mstep: Class 8 contains 96098 members 
Mstep: Class 9 contains 98747 members 
Mstep: Class 10 contains 8152 members 
Mstep: Class 11 contains 6993 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66275 members 
Mstep: Class 14 contains 35219 members 
Mstep: Class 15 contains 105489 members 
Mstep: Class 16 contains 3532 members 
Mstep: Class 17 contains 7195 members 
Mstep: Class 18 contains 9715 members 
Mstep: Class 19 contains 14065 members 
Mstep: Class 20 contains 6385 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96403 members 
Mstep: Class 24 contains 68888 members 
Mstep: Class 25 contains 32532 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2892 members 
Mstep: Class 29 contains 6964 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6686 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788448.000000 Penalty: 89247.812500
Iteration 280F: 41 clusters Score -1.117884e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 104953 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 58661 members 
Mstep: Class 6 contains 26039 members 
Mstep: Class 7 contains 10211 members 
Mstep: Class 8 contains 96090 members 
Mstep: Class 9 contains 98753 members 
Mstep: Class 10 contains 8159 members 
Mstep: Class 11 contains 6993 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66271 members 
Mstep: Class 14 contains 35215 members 
Mstep: Class 15 contains 105484 members 
Mstep: Class 16 contains 3532 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 9716 members 
Mstep: Class 19 contains 14064 members 
Mstep: Class 20 contains 6386 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16292 members 
Mstep: Class 23 contains 96397 members 
Mstep: Class 24 contains 68913 members 
Mstep: Class 25 contains 32512 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2892 members 
Mstep: Class 29 contains 6965 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6686 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788512.000000 Penalty: 89247.812500
Iteration 281Q: 41 clusters Score -1.117885e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 104962 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 58656 members 
Mstep: Class 6 contains 26039 members 
Mstep: Class 7 contains 10212 members 
Mstep: Class 8 contains 96083 members 
Mstep: Class 9 contains 98755 members 
Mstep: Class 10 contains 8162 members 
Mstep: Class 11 contains 6995 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66266 members 
Mstep: Class 14 contains 35212 members 
Mstep: Class 15 contains 105492 members 
Mstep: Class 16 contains 3532 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 9715 members 
Mstep: Class 19 contains 14059 members 
Mstep: Class 20 contains 6385 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96398 members 
Mstep: Class 24 contains 68932 members 
Mstep: Class 25 contains 32492 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2892 members 
Mstep: Class 29 contains 6966 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6686 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788560.000000 Penalty: 89247.812500
Iteration 282Q: 41 clusters Score -1.117886e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 104971 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 58647 members 
Mstep: Class 6 contains 26042 members 
Mstep: Class 7 contains 10213 members 
Mstep: Class 8 contains 96057 members 
Mstep: Class 9 contains 98776 members 
Mstep: Class 10 contains 8163 members 
Mstep: Class 11 contains 6996 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66269 members 
Mstep: Class 14 contains 35213 members 
Mstep: Class 15 contains 105493 members 
Mstep: Class 16 contains 3532 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 14058 members 
Mstep: Class 20 contains 6383 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16292 members 
Mstep: Class 23 contains 96394 members 
Mstep: Class 24 contains 68948 members 
Mstep: Class 25 contains 32478 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2893 members 
Mstep: Class 29 contains 6965 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6686 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788520.000000 Penalty: 89247.812500
Iteration 283Q: 41 clusters Score -1.117885e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 104973 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 58643 members 
Mstep: Class 6 contains 26045 members 
Mstep: Class 7 contains 10210 members 
Mstep: Class 8 contains 96050 members 
Mstep: Class 9 contains 98789 members 
Mstep: Class 10 contains 8165 members 
Mstep: Class 11 contains 6997 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66268 members 
Mstep: Class 14 contains 35214 members 
Mstep: Class 15 contains 105501 members 
Mstep: Class 16 contains 3532 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 9716 members 
Mstep: Class 19 contains 14059 members 
Mstep: Class 20 contains 6381 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16292 members 
Mstep: Class 23 contains 96382 members 
Mstep: Class 24 contains 68961 members 
Mstep: Class 25 contains 32461 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2894 members 
Mstep: Class 29 contains 6965 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6685 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788456.000000 Penalty: 89247.812500
Iteration 284Q: 41 clusters Score -1.117885e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 104987 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 58639 members 
Mstep: Class 6 contains 26047 members 
Mstep: Class 7 contains 10211 members 
Mstep: Class 8 contains 96035 members 
Mstep: Class 9 contains 98792 members 
Mstep: Class 10 contains 8169 members 
Mstep: Class 11 contains 6996 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66268 members 
Mstep: Class 14 contains 35211 members 
Mstep: Class 15 contains 105500 members 
Mstep: Class 16 contains 3533 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 9718 members 
Mstep: Class 19 contains 14059 members 
Mstep: Class 20 contains 6380 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96378 members 
Mstep: Class 24 contains 68984 members 
Mstep: Class 25 contains 32437 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2894 members 
Mstep: Class 29 contains 6967 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6684 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788496.000000 Penalty: 89247.812500
Iteration 285Q: 41 clusters Score -1.117885e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105001 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 58638 members 
Mstep: Class 6 contains 26047 members 
Mstep: Class 7 contains 10211 members 
Mstep: Class 8 contains 96010 members 
Mstep: Class 9 contains 98808 members 
Mstep: Class 10 contains 8170 members 
Mstep: Class 11 contains 6996 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66273 members 
Mstep: Class 14 contains 35210 members 
Mstep: Class 15 contains 105489 members 
Mstep: Class 16 contains 3533 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 9719 members 
Mstep: Class 19 contains 14059 members 
Mstep: Class 20 contains 6379 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16294 members 
Mstep: Class 23 contains 96380 members 
Mstep: Class 24 contains 68990 members 
Mstep: Class 25 contains 32426 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2896 members 
Mstep: Class 29 contains 6968 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3112 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6684 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788544.000000 Penalty: 89247.812500
Iteration 286Q: 41 clusters Score -1.117885e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105015 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 58631 members 
Mstep: Class 6 contains 26048 members 
Mstep: Class 7 contains 10211 members 
Mstep: Class 8 contains 95998 members 
Mstep: Class 9 contains 98806 members 
Mstep: Class 10 contains 8170 members 
Mstep: Class 11 contains 6996 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66279 members 
Mstep: Class 14 contains 35212 members 
Mstep: Class 15 contains 105488 members 
Mstep: Class 16 contains 3533 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 9719 members 
Mstep: Class 19 contains 14060 members 
Mstep: Class 20 contains 6379 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16294 members 
Mstep: Class 23 contains 96373 members 
Mstep: Class 24 contains 69005 members 
Mstep: Class 25 contains 32415 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2896 members 
Mstep: Class 29 contains 6969 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3112 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6684 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788520.000000 Penalty: 89247.812500
Iteration 287Q: 41 clusters Score -1.117885e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105028 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 58630 members 
Mstep: Class 6 contains 26053 members 
Mstep: Class 7 contains 10209 members 
Mstep: Class 8 contains 95995 members 
Mstep: Class 9 contains 98812 members 
Mstep: Class 10 contains 8170 members 
Mstep: Class 11 contains 6996 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66274 members 
Mstep: Class 14 contains 35210 members 
Mstep: Class 15 contains 105483 members 
Mstep: Class 16 contains 3533 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 9719 members 
Mstep: Class 19 contains 14062 members 
Mstep: Class 20 contains 6379 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16294 members 
Mstep: Class 23 contains 96367 members 
Mstep: Class 24 contains 69012 members 
Mstep: Class 25 contains 32405 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2896 members 
Mstep: Class 29 contains 6970 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3112 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6684 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788560.000000 Penalty: 89247.812500
Iteration 288Q: 41 clusters Score -1.117886e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105035 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 58625 members 
Mstep: Class 6 contains 26058 members 
Mstep: Class 7 contains 10211 members 
Mstep: Class 8 contains 95988 members 
Mstep: Class 9 contains 98813 members 
Mstep: Class 10 contains 8170 members 
Mstep: Class 11 contains 6996 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66272 members 
Mstep: Class 14 contains 35210 members 
Mstep: Class 15 contains 105486 members 
Mstep: Class 16 contains 3533 members 
Mstep: Class 17 contains 7194 members 
Mstep: Class 18 contains 9719 members 
Mstep: Class 19 contains 14062 members 
Mstep: Class 20 contains 6379 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16294 members 
Mstep: Class 23 contains 96363 members 
Mstep: Class 24 contains 69024 members 
Mstep: Class 25 contains 32390 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2896 members 
Mstep: Class 29 contains 6971 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3112 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6684 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788544.000000 Penalty: 89247.812500
Iteration 289Q: 41 clusters Score -1.117885e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105045 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2151 members 
Mstep: Class 5 contains 58622 members 
Mstep: Class 6 contains 26060 members 
Mstep: Class 7 contains 10211 members 
Mstep: Class 8 contains 95986 members 
Mstep: Class 9 contains 98813 members 
Mstep: Class 10 contains 8170 members 
Mstep: Class 11 contains 6996 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66270 members 
Mstep: Class 14 contains 35212 members 
Mstep: Class 15 contains 105482 members 
Mstep: Class 16 contains 3533 members 
Mstep: Class 17 contains 7194 members 
Mstep: Class 18 contains 9719 members 
Mstep: Class 19 contains 14063 members 
Mstep: Class 20 contains 6379 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16294 members 
Mstep: Class 23 contains 96366 members 
Mstep: Class 24 contains 69034 members 
Mstep: Class 25 contains 32372 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2896 members 
Mstep: Class 29 contains 6971 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9286 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3112 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6684 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788440.000000 Penalty: 89247.812500
Iteration 290Q: 41 clusters Score -1.117884e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105046 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2151 members 
Mstep: Class 5 contains 58624 members 
Mstep: Class 6 contains 26060 members 
Mstep: Class 7 contains 10210 members 
Mstep: Class 8 contains 95989 members 
Mstep: Class 9 contains 98817 members 
Mstep: Class 10 contains 8170 members 
Mstep: Class 11 contains 6996 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66265 members 
Mstep: Class 14 contains 35215 members 
Mstep: Class 15 contains 105475 members 
Mstep: Class 16 contains 3533 members 
Mstep: Class 17 contains 7195 members 
Mstep: Class 18 contains 9719 members 
Mstep: Class 19 contains 14068 members 
Mstep: Class 20 contains 6379 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16295 members 
Mstep: Class 23 contains 96369 members 
Mstep: Class 24 contains 69043 members 
Mstep: Class 25 contains 32354 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2896 members 
Mstep: Class 29 contains 6970 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9287 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6684 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788480.000000 Penalty: 89247.812500
Iteration 291Q: 41 clusters Score -1.117885e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105058 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2151 members 
Mstep: Class 5 contains 58620 members 
Mstep: Class 6 contains 26066 members 
Mstep: Class 7 contains 10211 members 
Mstep: Class 8 contains 95996 members 
Mstep: Class 9 contains 98810 members 
Mstep: Class 10 contains 8170 members 
Mstep: Class 11 contains 6994 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66259 members 
Mstep: Class 14 contains 35216 members 
Mstep: Class 15 contains 105469 members 
Mstep: Class 16 contains 3533 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9718 members 
Mstep: Class 19 contains 14069 members 
Mstep: Class 20 contains 6379 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16295 members 
Mstep: Class 23 contains 96370 members 
Mstep: Class 24 contains 69055 members 
Mstep: Class 25 contains 32338 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2897 members 
Mstep: Class 29 contains 6969 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9287 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6684 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788624.000000 Penalty: 89247.812500
Iteration 292Q: 41 clusters Score -1.117886e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105064 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2151 members 
Mstep: Class 5 contains 58619 members 
Mstep: Class 6 contains 26070 members 
Mstep: Class 7 contains 10211 members 
Mstep: Class 8 contains 95979 members 
Mstep: Class 9 contains 98802 members 
Mstep: Class 10 contains 8170 members 
Mstep: Class 11 contains 6994 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66259 members 
Mstep: Class 14 contains 35214 members 
Mstep: Class 15 contains 105485 members 
Mstep: Class 16 contains 3533 members 
Mstep: Class 17 contains 7198 members 
Mstep: Class 18 contains 9719 members 
Mstep: Class 19 contains 14068 members 
Mstep: Class 20 contains 6378 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16295 members 
Mstep: Class 23 contains 96376 members 
Mstep: Class 24 contains 69069 members 
Mstep: Class 25 contains 32318 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2897 members 
Mstep: Class 29 contains 6971 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9287 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6684 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788576.000000 Penalty: 89247.812500
Iteration 293Q: 41 clusters Score -1.117886e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105063 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2151 members 
Mstep: Class 5 contains 58610 members 
Mstep: Class 6 contains 26074 members 
Mstep: Class 7 contains 10213 members 
Mstep: Class 8 contains 95966 members 
Mstep: Class 9 contains 98801 members 
Mstep: Class 10 contains 8170 members 
Mstep: Class 11 contains 6994 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66258 members 
Mstep: Class 14 contains 35214 members 
Mstep: Class 15 contains 105500 members 
Mstep: Class 16 contains 3533 members 
Mstep: Class 17 contains 7199 members 
Mstep: Class 18 contains 9719 members 
Mstep: Class 19 contains 14068 members 
Mstep: Class 20 contains 6377 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16295 members 
Mstep: Class 23 contains 96381 members 
Mstep: Class 24 contains 69083 members 
Mstep: Class 25 contains 32303 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2898 members 
Mstep: Class 29 contains 6970 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9287 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6684 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788576.000000 Penalty: 89247.812500
Iteration 294Q: 41 clusters Score -1.117886e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105078 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2151 members 
Mstep: Class 5 contains 58607 members 
Mstep: Class 6 contains 26075 members 
Mstep: Class 7 contains 10212 members 
Mstep: Class 8 contains 95961 members 
Mstep: Class 9 contains 98802 members 
Mstep: Class 10 contains 8168 members 
Mstep: Class 11 contains 6994 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66251 members 
Mstep: Class 14 contains 35214 members 
Mstep: Class 15 contains 105485 members 
Mstep: Class 16 contains 3534 members 
Mstep: Class 17 contains 7199 members 
Mstep: Class 18 contains 9718 members 
Mstep: Class 19 contains 14067 members 
Mstep: Class 20 contains 6377 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16295 members 
Mstep: Class 23 contains 96394 members 
Mstep: Class 24 contains 69093 members 
Mstep: Class 25 contains 32296 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2899 members 
Mstep: Class 29 contains 6970 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9287 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6684 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788568.000000 Penalty: 89247.812500
Iteration 295Q: 41 clusters Score -1.117886e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105086 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2151 members 
Mstep: Class 5 contains 58602 members 
Mstep: Class 6 contains 26075 members 
Mstep: Class 7 contains 10212 members 
Mstep: Class 8 contains 95962 members 
Mstep: Class 9 contains 98803 members 
Mstep: Class 10 contains 8169 members 
Mstep: Class 11 contains 6994 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66251 members 
Mstep: Class 14 contains 35214 members 
Mstep: Class 15 contains 105465 members 
Mstep: Class 16 contains 3534 members 
Mstep: Class 17 contains 7199 members 
Mstep: Class 18 contains 9719 members 
Mstep: Class 19 contains 14067 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16295 members 
Mstep: Class 23 contains 96401 members 
Mstep: Class 24 contains 69108 members 
Mstep: Class 25 contains 32284 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2901 members 
Mstep: Class 29 contains 6972 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9287 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6684 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788528.000000 Penalty: 89247.812500
Iteration 296Q: 41 clusters Score -1.117885e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105093 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2151 members 
Mstep: Class 5 contains 58598 members 
Mstep: Class 6 contains 26075 members 
Mstep: Class 7 contains 10215 members 
Mstep: Class 8 contains 95958 members 
Mstep: Class 9 contains 98805 members 
Mstep: Class 10 contains 8169 members 
Mstep: Class 11 contains 6994 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66254 members 
Mstep: Class 14 contains 35216 members 
Mstep: Class 15 contains 105454 members 
Mstep: Class 16 contains 3534 members 
Mstep: Class 17 contains 7199 members 
Mstep: Class 18 contains 9720 members 
Mstep: Class 19 contains 14067 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16295 members 
Mstep: Class 23 contains 96398 members 
Mstep: Class 24 contains 69121 members 
Mstep: Class 25 contains 32272 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2903 members 
Mstep: Class 29 contains 6972 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9287 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6684 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788600.000000 Penalty: 89247.812500
Iteration 297Q: 41 clusters Score -1.117886e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105089 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2151 members 
Mstep: Class 5 contains 58587 members 
Mstep: Class 6 contains 26077 members 
Mstep: Class 7 contains 10214 members 
Mstep: Class 8 contains 95958 members 
Mstep: Class 9 contains 98810 members 
Mstep: Class 10 contains 8167 members 
Mstep: Class 11 contains 6994 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66257 members 
Mstep: Class 14 contains 35216 members 
Mstep: Class 15 contains 105450 members 
Mstep: Class 16 contains 3533 members 
Mstep: Class 17 contains 7199 members 
Mstep: Class 18 contains 9720 members 
Mstep: Class 19 contains 14067 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16295 members 
Mstep: Class 23 contains 96404 members 
Mstep: Class 24 contains 69139 members 
Mstep: Class 25 contains 32263 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2903 members 
Mstep: Class 29 contains 6970 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9287 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6684 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788552.000000 Penalty: 89247.812500
Iteration 298Q: 41 clusters Score -1.117886e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105081 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2151 members 
Mstep: Class 5 contains 58586 members 
Mstep: Class 6 contains 26079 members 
Mstep: Class 7 contains 10215 members 
Mstep: Class 8 contains 95958 members 
Mstep: Class 9 contains 98811 members 
Mstep: Class 10 contains 8165 members 
Mstep: Class 11 contains 6994 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66259 members 
Mstep: Class 14 contains 35217 members 
Mstep: Class 15 contains 105453 members 
Mstep: Class 16 contains 3534 members 
Mstep: Class 17 contains 7198 members 
Mstep: Class 18 contains 9720 members 
Mstep: Class 19 contains 14065 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16295 members 
Mstep: Class 23 contains 96404 members 
Mstep: Class 24 contains 69158 members 
Mstep: Class 25 contains 32247 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2903 members 
Mstep: Class 29 contains 6970 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9287 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6684 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788576.000000 Penalty: 89247.812500
Iteration 299Q: 41 clusters Score -1.117886e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105073 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2151 members 
Mstep: Class 5 contains 58581 members 
Mstep: Class 6 contains 26082 members 
Mstep: Class 7 contains 10214 members 
Mstep: Class 8 contains 95955 members 
Mstep: Class 9 contains 98815 members 
Mstep: Class 10 contains 8165 members 
Mstep: Class 11 contains 6994 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66259 members 
Mstep: Class 14 contains 35218 members 
Mstep: Class 15 contains 105458 members 
Mstep: Class 16 contains 3533 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9719 members 
Mstep: Class 19 contains 14063 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16295 members 
Mstep: Class 23 contains 96406 members 
Mstep: Class 24 contains 69174 members 
Mstep: Class 25 contains 32238 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2904 members 
Mstep: Class 29 contains 6970 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9288 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6682 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788560.000000 Penalty: 89247.812500
Iteration 300F: 41 clusters Score -1.117886e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105083 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2151 members 
Mstep: Class 5 contains 58579 members 
Mstep: Class 6 contains 26086 members 
Mstep: Class 7 contains 10215 members 
Mstep: Class 8 contains 95950 members 
Mstep: Class 9 contains 98820 members 
Mstep: Class 10 contains 8164 members 
Mstep: Class 11 contains 6994 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66247 members 
Mstep: Class 14 contains 35220 members 
Mstep: Class 15 contains 105449 members 
Mstep: Class 16 contains 3533 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9719 members 
Mstep: Class 19 contains 14065 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16295 members 
Mstep: Class 23 contains 96408 members 
Mstep: Class 24 contains 69181 members 
Mstep: Class 25 contains 32233 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2906 members 
Mstep: Class 29 contains 6970 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9288 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6681 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788488.000000 Penalty: 89247.812500
Iteration 301Q: 41 clusters Score -1.117885e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105086 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2151 members 
Mstep: Class 5 contains 58576 members 
Mstep: Class 6 contains 26090 members 
Mstep: Class 7 contains 10217 members 
Mstep: Class 8 contains 95935 members 
Mstep: Class 9 contains 98825 members 
Mstep: Class 10 contains 8165 members 
Mstep: Class 11 contains 6995 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66247 members 
Mstep: Class 14 contains 35222 members 
Mstep: Class 15 contains 105450 members 
Mstep: Class 16 contains 3533 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9718 members 
Mstep: Class 19 contains 14067 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16295 members 
Mstep: Class 23 contains 96410 members 
Mstep: Class 24 contains 69187 members 
Mstep: Class 25 contains 32225 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2905 members 
Mstep: Class 29 contains 6970 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9287 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6681 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788480.000000 Penalty: 89247.812500
Iteration 302Q: 41 clusters Score -1.117885e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105092 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2151 members 
Mstep: Class 5 contains 58569 members 
Mstep: Class 6 contains 26093 members 
Mstep: Class 7 contains 10218 members 
Mstep: Class 8 contains 95924 members 
Mstep: Class 9 contains 98817 members 
Mstep: Class 10 contains 8165 members 
Mstep: Class 11 contains 6995 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66247 members 
Mstep: Class 14 contains 35223 members 
Mstep: Class 15 contains 105460 members 
Mstep: Class 16 contains 3533 members 
Mstep: Class 17 contains 7194 members 
Mstep: Class 18 contains 9719 members 
Mstep: Class 19 contains 14068 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16295 members 
Mstep: Class 23 contains 96411 members 
Mstep: Class 24 contains 69195 members 
Mstep: Class 25 contains 32222 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2905 members 
Mstep: Class 29 contains 6970 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9287 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6681 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788400.000000 Penalty: 89247.812500
Iteration 303Q: 41 clusters Score -1.117884e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105092 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2151 members 
Mstep: Class 5 contains 58563 members 
Mstep: Class 6 contains 26095 members 
Mstep: Class 7 contains 10219 members 
Mstep: Class 8 contains 95927 members 
Mstep: Class 9 contains 98817 members 
Mstep: Class 10 contains 8165 members 
Mstep: Class 11 contains 6995 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66244 members 
Mstep: Class 14 contains 35221 members 
Mstep: Class 15 contains 105458 members 
Mstep: Class 16 contains 3533 members 
Mstep: Class 17 contains 7195 members 
Mstep: Class 18 contains 9720 members 
Mstep: Class 19 contains 14069 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16295 members 
Mstep: Class 23 contains 96418 members 
Mstep: Class 24 contains 69199 members 
Mstep: Class 25 contains 32213 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2905 members 
Mstep: Class 29 contains 6973 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9287 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6680 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788400.000000 Penalty: 89247.812500
Iteration 304Q: 41 clusters Score -1.117884e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105090 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2151 members 
Mstep: Class 5 contains 58556 members 
Mstep: Class 6 contains 26098 members 
Mstep: Class 7 contains 10220 members 
Mstep: Class 8 contains 95934 members 
Mstep: Class 9 contains 98814 members 
Mstep: Class 10 contains 8164 members 
Mstep: Class 11 contains 6995 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66239 members 
Mstep: Class 14 contains 35220 members 
Mstep: Class 15 contains 105463 members 
Mstep: Class 16 contains 3533 members 
Mstep: Class 17 contains 7195 members 
Mstep: Class 18 contains 9720 members 
Mstep: Class 19 contains 14075 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16295 members 
Mstep: Class 23 contains 96429 members 
Mstep: Class 24 contains 69197 members 
Mstep: Class 25 contains 32203 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2905 members 
Mstep: Class 29 contains 6972 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9287 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6679 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788464.000000 Penalty: 89247.812500
Iteration 305Q: 41 clusters Score -1.117885e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105093 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2151 members 
Mstep: Class 5 contains 58550 members 
Mstep: Class 6 contains 26101 members 
Mstep: Class 7 contains 10221 members 
Mstep: Class 8 contains 95936 members 
Mstep: Class 9 contains 98812 members 
Mstep: Class 10 contains 8164 members 
Mstep: Class 11 contains 6996 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66238 members 
Mstep: Class 14 contains 35217 members 
Mstep: Class 15 contains 105470 members 
Mstep: Class 16 contains 3533 members 
Mstep: Class 17 contains 7194 members 
Mstep: Class 18 contains 9721 members 
Mstep: Class 19 contains 14075 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2970 members 
Mstep: Class 22 contains 16295 members 
Mstep: Class 23 contains 96434 members 
Mstep: Class 24 contains 69199 members 
Mstep: Class 25 contains 32191 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2905 members 
Mstep: Class 29 contains 6974 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9287 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6676 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788408.000000 Penalty: 89247.812500
Iteration 306Q: 41 clusters Score -1.117884e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105094 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2151 members 
Mstep: Class 5 contains 58544 members 
Mstep: Class 6 contains 26101 members 
Mstep: Class 7 contains 10221 members 
Mstep: Class 8 contains 95919 members 
Mstep: Class 9 contains 98822 members 
Mstep: Class 10 contains 8165 members 
Mstep: Class 11 contains 6997 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66234 members 
Mstep: Class 14 contains 35218 members 
Mstep: Class 15 contains 105475 members 
Mstep: Class 16 contains 3533 members 
Mstep: Class 17 contains 7194 members 
Mstep: Class 18 contains 9721 members 
Mstep: Class 19 contains 14074 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2970 members 
Mstep: Class 22 contains 16296 members 
Mstep: Class 23 contains 96443 members 
Mstep: Class 24 contains 69205 members 
Mstep: Class 25 contains 32182 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2904 members 
Mstep: Class 29 contains 6978 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9288 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6674 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788432.000000 Penalty: 89247.812500
Iteration 307Q: 41 clusters Score -1.117884e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105096 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2151 members 
Mstep: Class 5 contains 58540 members 
Mstep: Class 6 contains 26104 members 
Mstep: Class 7 contains 10222 members 
Mstep: Class 8 contains 95910 members 
Mstep: Class 9 contains 98823 members 
Mstep: Class 10 contains 8165 members 
Mstep: Class 11 contains 6998 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66225 members 
Mstep: Class 14 contains 35217 members 
Mstep: Class 15 contains 105478 members 
Mstep: Class 16 contains 3532 members 
Mstep: Class 17 contains 7195 members 
Mstep: Class 18 contains 9721 members 
Mstep: Class 19 contains 14075 members 
Mstep: Class 20 contains 6375 members 
Mstep: Class 21 contains 2970 members 
Mstep: Class 22 contains 16296 members 
Mstep: Class 23 contains 96459 members 
Mstep: Class 24 contains 69211 members 
Mstep: Class 25 contains 32173 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2905 members 
Mstep: Class 29 contains 6978 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9289 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6672 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788416.000000 Penalty: 89247.812500
Iteration 308Q: 41 clusters Score -1.117884e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105091 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58536 members 
Mstep: Class 6 contains 26109 members 
Mstep: Class 7 contains 10222 members 
Mstep: Class 8 contains 95902 members 
Mstep: Class 9 contains 98822 members 
Mstep: Class 10 contains 8164 members 
Mstep: Class 11 contains 6999 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66222 members 
Mstep: Class 14 contains 35215 members 
Mstep: Class 15 contains 105480 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9723 members 
Mstep: Class 19 contains 14075 members 
Mstep: Class 20 contains 6374 members 
Mstep: Class 21 contains 2970 members 
Mstep: Class 22 contains 16295 members 
Mstep: Class 23 contains 96473 members 
Mstep: Class 24 contains 69219 members 
Mstep: Class 25 contains 32167 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2907 members 
Mstep: Class 29 contains 6980 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9290 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6668 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788392.000000 Penalty: 89247.812500
Iteration 309Q: 41 clusters Score -1.117884e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105093 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58532 members 
Mstep: Class 6 contains 26111 members 
Mstep: Class 7 contains 10221 members 
Mstep: Class 8 contains 95882 members 
Mstep: Class 9 contains 98824 members 
Mstep: Class 10 contains 8163 members 
Mstep: Class 11 contains 6999 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66222 members 
Mstep: Class 14 contains 35214 members 
Mstep: Class 15 contains 105465 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9725 members 
Mstep: Class 19 contains 14075 members 
Mstep: Class 20 contains 6374 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96497 members 
Mstep: Class 24 contains 69230 members 
Mstep: Class 25 contains 32166 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6984 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9290 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6666 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788344.000000 Penalty: 89247.812500
Iteration 310Q: 41 clusters Score -1.117883e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105092 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58528 members 
Mstep: Class 6 contains 26110 members 
Mstep: Class 7 contains 10222 members 
Mstep: Class 8 contains 95867 members 
Mstep: Class 9 contains 98825 members 
Mstep: Class 10 contains 8164 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66225 members 
Mstep: Class 14 contains 35217 members 
Mstep: Class 15 contains 105460 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14075 members 
Mstep: Class 20 contains 6374 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16292 members 
Mstep: Class 23 contains 96504 members 
Mstep: Class 24 contains 69242 members 
Mstep: Class 25 contains 32161 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2910 members 
Mstep: Class 29 contains 6987 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9290 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6665 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788400.000000 Penalty: 89247.812500
Iteration 311Q: 41 clusters Score -1.117884e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105086 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58517 members 
Mstep: Class 6 contains 26114 members 
Mstep: Class 7 contains 10220 members 
Mstep: Class 8 contains 95863 members 
Mstep: Class 9 contains 98828 members 
Mstep: Class 10 contains 8165 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66223 members 
Mstep: Class 14 contains 35215 members 
Mstep: Class 15 contains 105468 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9725 members 
Mstep: Class 19 contains 14073 members 
Mstep: Class 20 contains 6374 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16292 members 
Mstep: Class 23 contains 96511 members 
Mstep: Class 24 contains 69253 members 
Mstep: Class 25 contains 32158 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6987 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9290 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6664 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788320.000000 Penalty: 89247.812500
Iteration 312Q: 41 clusters Score -1.117883e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105084 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58507 members 
Mstep: Class 6 contains 26117 members 
Mstep: Class 7 contains 10218 members 
Mstep: Class 8 contains 95863 members 
Mstep: Class 9 contains 98829 members 
Mstep: Class 10 contains 8165 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66227 members 
Mstep: Class 14 contains 35215 members 
Mstep: Class 15 contains 105467 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7197 members 
Mstep: Class 18 contains 9725 members 
Mstep: Class 19 contains 14073 members 
Mstep: Class 20 contains 6374 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16292 members 
Mstep: Class 23 contains 96513 members 
Mstep: Class 24 contains 69264 members 
Mstep: Class 25 contains 32150 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2908 members 
Mstep: Class 29 contains 6988 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9290 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6664 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788392.000000 Penalty: 89247.812500
Iteration 313Q: 41 clusters Score -1.117884e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105070 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58507 members 
Mstep: Class 6 contains 26120 members 
Mstep: Class 7 contains 10219 members 
Mstep: Class 8 contains 95858 members 
Mstep: Class 9 contains 98826 members 
Mstep: Class 10 contains 8166 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66223 members 
Mstep: Class 14 contains 35216 members 
Mstep: Class 15 contains 105469 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7198 members 
Mstep: Class 18 contains 9725 members 
Mstep: Class 19 contains 14072 members 
Mstep: Class 20 contains 6374 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16292 members 
Mstep: Class 23 contains 96521 members 
Mstep: Class 24 contains 69275 members 
Mstep: Class 25 contains 32149 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2908 members 
Mstep: Class 29 contains 6989 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6663 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788280.000000 Penalty: 89247.812500
Iteration 314Q: 41 clusters Score -1.117883e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105065 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58509 members 
Mstep: Class 6 contains 26121 members 
Mstep: Class 7 contains 10219 members 
Mstep: Class 8 contains 95856 members 
Mstep: Class 9 contains 98814 members 
Mstep: Class 10 contains 8166 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66226 members 
Mstep: Class 14 contains 35216 members 
Mstep: Class 15 contains 105468 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7198 members 
Mstep: Class 18 contains 9725 members 
Mstep: Class 19 contains 14072 members 
Mstep: Class 20 contains 6374 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16292 members 
Mstep: Class 23 contains 96524 members 
Mstep: Class 24 contains 69291 members 
Mstep: Class 25 contains 32143 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2908 members 
Mstep: Class 29 contains 6991 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6662 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788344.000000 Penalty: 89247.812500
Iteration 315Q: 41 clusters Score -1.117883e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105055 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58506 members 
Mstep: Class 6 contains 26125 members 
Mstep: Class 7 contains 10223 members 
Mstep: Class 8 contains 95851 members 
Mstep: Class 9 contains 98812 members 
Mstep: Class 10 contains 8166 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66228 members 
Mstep: Class 14 contains 35217 members 
Mstep: Class 15 contains 105469 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7197 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14072 members 
Mstep: Class 20 contains 6374 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16292 members 
Mstep: Class 23 contains 96530 members 
Mstep: Class 24 contains 69303 members 
Mstep: Class 25 contains 32133 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2907 members 
Mstep: Class 29 contains 6992 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6661 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788296.000000 Penalty: 89247.812500
Iteration 316Q: 41 clusters Score -1.117883e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105048 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58503 members 
Mstep: Class 6 contains 26126 members 
Mstep: Class 7 contains 10225 members 
Mstep: Class 8 contains 95849 members 
Mstep: Class 9 contains 98807 members 
Mstep: Class 10 contains 8166 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66224 members 
Mstep: Class 14 contains 35218 members 
Mstep: Class 15 contains 105472 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14072 members 
Mstep: Class 20 contains 6374 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16292 members 
Mstep: Class 23 contains 96535 members 
Mstep: Class 24 contains 69316 members 
Mstep: Class 25 contains 32128 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2908 members 
Mstep: Class 29 contains 6993 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6661 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788288.000000 Penalty: 89247.812500
Iteration 317Q: 41 clusters Score -1.117883e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105041 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58500 members 
Mstep: Class 6 contains 26126 members 
Mstep: Class 7 contains 10223 members 
Mstep: Class 8 contains 95850 members 
Mstep: Class 9 contains 98804 members 
Mstep: Class 10 contains 8165 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66223 members 
Mstep: Class 14 contains 35219 members 
Mstep: Class 15 contains 105474 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14071 members 
Mstep: Class 20 contains 6374 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16292 members 
Mstep: Class 23 contains 96545 members 
Mstep: Class 24 contains 69323 members 
Mstep: Class 25 contains 32124 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6993 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6661 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788320.000000 Penalty: 89247.812500
Iteration 318Q: 41 clusters Score -1.117883e+08 nChanged 58
Entering ConstructFrom: 
Score: -111788320.000000 Penalty: 89247.812500
Entering ConstructFrom: 
Trying to split cluster 1 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -37599.222656 Penalty: 969.081604
	Iteration 0F: 2 clusters Score -37599.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36668.203125 Penalty: 1938.163208
	Iteration 0F: 3 clusters Score -36668.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36890.085938 Penalty: 1938.163208
	Iteration 1F: 3 clusters Score -36890.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36956.593750 Penalty: 1938.163208
	Iteration 2F: 3 clusters Score -36956.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -36978.328125 Penalty: 1938.163208
	Iteration 3Q: 3 clusters Score -36978.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -37002.347656 Penalty: 1938.163208
	Iteration 4Q: 3 clusters Score -37002.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37024.750000 Penalty: 1938.163208
	Iteration 5Q: 3 clusters Score -37024.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37025.355469 Penalty: 1938.163208
	Iteration 6Q: 3 clusters Score -37025.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37025.355469 Penalty: 1938.163208
	Iteration 7F: 3 clusters Score -37025.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (105039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105039 members 
Entering Unmasked Estep 
Score: -13149523.000000 Penalty: 1878.839111
	Iteration 0F: 2 clusters Score -1.314952e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 52729 members 
Entering Unmasked Estep 
Score: -13082601.000000 Penalty: 3757.678223
	Iteration 0F: 3 clusters Score -1.30826e+07 nChanged 50215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48279 members 
Mstep: Class 2 contains 56760 members 
Entering Unmasked Estep 
Score: -13112321.000000 Penalty: 3757.678223
	Iteration 1F: 3 clusters Score -1.311232e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 59502 members 
Entering Unmasked Estep 
Score: -13113685.000000 Penalty: 3757.678223
	Iteration 2Q: 3 clusters Score -1.311368e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 63573 members 
Entering Unmasked Estep 
Score: -13116050.000000 Penalty: 3757.678223
	Iteration 3F: 3 clusters Score -1.311605e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 68964 members 
Entering Unmasked Estep 
Score: -13119832.000000 Penalty: 3757.678223
	Iteration 4F: 3 clusters Score -1.311983e+07 nChanged 7543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 75265 members 
Entering Unmasked Estep 
Score: -13125172.000000 Penalty: 3757.678223
	Iteration 5F: 3 clusters Score -1.312517e+07 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 81359 members 
Entering Unmasked Estep 
Score: -13131292.000000 Penalty: 3757.678223
	Iteration 6F: 3 clusters Score -1.313129e+07 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 86016 members 
Entering Unmasked Estep 
Score: -13136799.000000 Penalty: 3757.678223
	Iteration 7F: 3 clusters Score -1.31368e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 88869 members 
Entering Unmasked Estep 
Score: -13140601.000000 Penalty: 3757.678223
	Iteration 8Q: 3 clusters Score -1.31406e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 90349 members 
Entering Unmasked Estep 
Score: -13142920.000000 Penalty: 3757.678223
	Iteration 9Q: 3 clusters Score -1.314292e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 91450 members 
Entering Unmasked Estep 
Score: -13144499.000000 Penalty: 3757.678223
	Iteration 10Q: 3 clusters Score -1.31445e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 92538 members 
Entering Unmasked Estep 
Score: -13145625.000000 Penalty: 3757.678223
	Iteration 11Q: 3 clusters Score -1.314562e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 93621 members 
Entering Unmasked Estep 
Score: -13146643.000000 Penalty: 3757.678223
	Iteration 12Q: 3 clusters Score -1.314664e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 94781 members 
Entering Unmasked Estep 
Score: -13147681.000000 Penalty: 3757.678223
	Iteration 13Q: 3 clusters Score -1.314768e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 95970 members 
Entering Unmasked Estep 
Score: -13148379.000000 Penalty: 3757.678223
	Iteration 14Q: 3 clusters Score -1.314838e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 97158 members 
Entering Unmasked Estep 
Score: -13148940.000000 Penalty: 3757.678223
	Iteration 15Q: 3 clusters Score -1.314894e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 98299 members 
Entering Unmasked Estep 
Score: -13149326.000000 Penalty: 3757.678223
	Iteration 16Q: 3 clusters Score -1.314933e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 99301 members 
Entering Unmasked Estep 
Score: -13149547.000000 Penalty: 3757.678223
	Iteration 17Q: 3 clusters Score -1.314955e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 100173 members 
Entering Unmasked Estep 
Score: -13149577.000000 Penalty: 3757.678223
	Iteration 18Q: 3 clusters Score -1.314958e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 100951 members 
Entering Unmasked Estep 
Score: -13149646.000000 Penalty: 3757.678223
	Iteration 19Q: 3 clusters Score -1.314965e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 101655 members 
Entering Unmasked Estep 
Score: -13149531.000000 Penalty: 3757.678223
	Iteration 20F: 3 clusters Score -1.314953e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 102266 members 
Entering Unmasked Estep 
Score: -13149441.000000 Penalty: 3757.678223
	Iteration 21Q: 3 clusters Score -1.314944e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 102775 members 
Entering Unmasked Estep 
Score: -13149311.000000 Penalty: 3757.678223
	Iteration 22Q: 3 clusters Score -1.314931e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 103163 members 
Entering Unmasked Estep 
Score: -13149236.000000 Penalty: 3757.678223
	Iteration 23Q: 3 clusters Score -1.314924e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 103442 members 
Entering Unmasked Estep 
Score: -13149093.000000 Penalty: 3757.678223
	Iteration 24Q: 3 clusters Score -1.314909e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 103646 members 
Entering Unmasked Estep 
Score: -13148947.000000 Penalty: 3757.678223
	Iteration 25Q: 3 clusters Score -1.314895e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 103815 members 
Entering Unmasked Estep 
Score: -13148819.000000 Penalty: 3757.678223
	Iteration 26Q: 3 clusters Score -1.314882e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 103947 members 
Entering Unmasked Estep 
Score: -13148704.000000 Penalty: 3757.678223
	Iteration 27Q: 3 clusters Score -1.31487e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 104052 members 
Entering Unmasked Estep 
Score: -13148655.000000 Penalty: 3757.678223
	Iteration 28Q: 3 clusters Score -1.314866e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 104129 members 
Entering Unmasked Estep 
Score: -13148659.000000 Penalty: 3757.678223
	Iteration 29Q: 3 clusters Score -1.314866e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 104204 members 
Entering Unmasked Estep 
Score: -13148626.000000 Penalty: 3757.678223
	Iteration 30Q: 3 clusters Score -1.314863e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 104254 members 
Entering Unmasked Estep 
Score: -13148574.000000 Penalty: 3757.678223
	Iteration 31Q: 3 clusters Score -1.314857e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 104294 members 
Entering Unmasked Estep 
Score: -13148548.000000 Penalty: 3757.678223
	Iteration 32Q: 3 clusters Score -1.314855e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 104330 members 
Entering Unmasked Estep 
Score: -13148538.000000 Penalty: 3757.678223
	Iteration 33Q: 3 clusters Score -1.314854e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 104349 members 
Entering Unmasked Estep 
Score: -13148512.000000 Penalty: 3757.678223
	Iteration 34Q: 3 clusters Score -1.314851e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 104365 members 
Entering Unmasked Estep 
Score: -13148491.000000 Penalty: 3757.678223
	Iteration 35Q: 3 clusters Score -1.314849e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 104387 members 
Entering Unmasked Estep 
Score: -13148481.000000 Penalty: 3757.678223
	Iteration 36Q: 3 clusters Score -1.314848e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 104403 members 
Entering Unmasked Estep 
Score: -13148473.000000 Penalty: 3757.678223
	Iteration 37Q: 3 clusters Score -1.314847e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 104423 members 
Entering Unmasked Estep 
Score: -13148457.000000 Penalty: 3757.678223
	Iteration 38Q: 3 clusters Score -1.314846e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 104441 members 
Entering Unmasked Estep 
Score: -13148449.000000 Penalty: 3757.678223
	Iteration 39Q: 3 clusters Score -1.314845e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 104454 members 
Entering Unmasked Estep 
Score: -13148437.000000 Penalty: 3757.678223
	Iteration 40F: 3 clusters Score -1.314844e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 104463 members 
Entering Unmasked Estep 
Score: -13148436.000000 Penalty: 3757.678223
	Iteration 41Q: 3 clusters Score -1.314844e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 104470 members 
Entering Unmasked Estep 
Score: -13148437.000000 Penalty: 3757.678223
	Iteration 42Q: 3 clusters Score -1.314844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 104481 members 
Entering Unmasked Estep 
Score: -13148429.000000 Penalty: 3757.678223
	Iteration 43Q: 3 clusters Score -1.314843e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 104491 members 
Entering Unmasked Estep 
Score: -13148420.000000 Penalty: 3757.678223
	Iteration 44Q: 3 clusters Score -1.314842e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 104505 members 
Entering Unmasked Estep 
Score: -13148419.000000 Penalty: 3757.678223
	Iteration 45Q: 3 clusters Score -1.314842e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 104520 members 
Entering Unmasked Estep 
Score: -13148398.000000 Penalty: 3757.678223
	Iteration 46Q: 3 clusters Score -1.31484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 104525 members 
Entering Unmasked Estep 
Score: -13148403.000000 Penalty: 3757.678223
	Iteration 47Q: 3 clusters Score -1.31484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 104534 members 
Entering Unmasked Estep 
Score: -13148405.000000 Penalty: 3757.678223
	Iteration 48Q: 3 clusters Score -1.31484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 104541 members 
Entering Unmasked Estep 
Score: -13148403.000000 Penalty: 3757.678223
	Iteration 49Q: 3 clusters Score -1.31484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 104547 members 
Entering Unmasked Estep 
Score: -13148403.000000 Penalty: 3757.678223
	Iteration 50Q: 3 clusters Score -1.31484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 104549 members 
Entering Unmasked Estep 
Score: -13148394.000000 Penalty: 3757.678223
	Iteration 51Q: 3 clusters Score -1.314839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 104550 members 
Entering Unmasked Estep 
Score: -13148397.000000 Penalty: 3757.678223
	Iteration 52Q: 3 clusters Score -1.31484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 104550 members 
Entering Unmasked Estep 
Score: -13148397.000000 Penalty: 3757.678223
	Iteration 53F: 3 clusters Score -1.31484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -25009.328125 Penalty: 943.334412
	Iteration 0F: 2 clusters Score -25009.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24153.423828 Penalty: 1886.668823
	Iteration 0F: 3 clusters Score -24153.42 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24424.027344 Penalty: 1886.668823
	Iteration 1F: 3 clusters Score -24424.03 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24692.808594 Penalty: 1886.668823
	Iteration 2F: 3 clusters Score -24692.81 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -25001.863281 Penalty: 1886.668823
	Iteration 3F: 3 clusters Score -25001.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25151.296875 Penalty: 1886.668823
	Iteration 4F: 3 clusters Score -25151.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25231.449219 Penalty: 1886.668823
	Iteration 5Q: 3 clusters Score -25231.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -25270.523438 Penalty: 1886.668823
	Iteration 6Q: 3 clusters Score -25270.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25317.382812 Penalty: 1886.668823
	Iteration 7Q: 3 clusters Score -25317.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25351.435547 Penalty: 1886.668823
	Iteration 8Q: 3 clusters Score -25351.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25356.853516 Penalty: 1886.668823
	Iteration 9Q: 3 clusters Score -25356.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25386.337891 Penalty: 1886.668823
	Iteration 10Q: 3 clusters Score -25386.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25414.322266 Penalty: 1886.668823
	Iteration 11Q: 3 clusters Score -25414.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25446.343750 Penalty: 1886.668823
	Iteration 12Q: 3 clusters Score -25446.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25486.572266 Penalty: 1886.668823
	Iteration 13Q: 3 clusters Score -25486.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25496.412109 Penalty: 1886.668823
	Iteration 14Q: 3 clusters Score -25496.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25496.412109 Penalty: 1886.668823
	Iteration 15F: 3 clusters Score -25496.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105039 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58496 members 
Mstep: Class 6 contains 26125 members 
Mstep: Class 7 contains 10223 members 
Mstep: Class 8 contains 95861 members 
Mstep: Class 9 contains 98791 members 
Mstep: Class 10 contains 8165 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66224 members 
Mstep: Class 14 contains 35219 members 
Mstep: Class 15 contains 105475 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14071 members 
Mstep: Class 20 contains 6374 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16292 members 
Mstep: Class 23 contains 96547 members 
Mstep: Class 24 contains 69331 members 
Mstep: Class 25 contains 32121 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6993 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6661 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Mstep: Class 41 contains 152 members 
Entering Unmasked Estep 
Score: -111787480.000000 Penalty: 91479.007812
Splitting cluster 3 changes total score from -111788320.000000 to -111787480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -265361.062500 Penalty: 1247.049805
	Iteration 0F: 2 clusters Score -265361.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -263140.218750 Penalty: 2494.099609
	Iteration 0F: 3 clusters Score -263140.2 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -263610.468750 Penalty: 2494.099609
	Iteration 1F: 3 clusters Score -263610.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -263699.718750 Penalty: 2494.099609
	Iteration 2F: 3 clusters Score -263699.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -263766.218750 Penalty: 2494.099609
	Iteration 3Q: 3 clusters Score -263766.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -263817.843750 Penalty: 2494.099609
	Iteration 4Q: 3 clusters Score -263817.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -263878.468750 Penalty: 2494.099609
	Iteration 5Q: 3 clusters Score -263878.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -263943.406250 Penalty: 2494.099609
	Iteration 6Q: 3 clusters Score -263943.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -264013.312500 Penalty: 2494.099609
	Iteration 7Q: 3 clusters Score -264013.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -264058.562500 Penalty: 2494.099609
	Iteration 8Q: 3 clusters Score -264058.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -264103.937500 Penalty: 2494.099609
	Iteration 9Q: 3 clusters Score -264103.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -264155.781250 Penalty: 2494.099609
	Iteration 10Q: 3 clusters Score -264155.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -264210.718750 Penalty: 2494.099609
	Iteration 11Q: 3 clusters Score -264210.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -264240.093750 Penalty: 2494.099609
	Iteration 12Q: 3 clusters Score -264240.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -264274.125000 Penalty: 2494.099609
	Iteration 13Q: 3 clusters Score -264274.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -264295.375000 Penalty: 2494.099609
	Iteration 14Q: 3 clusters Score -264295.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -264313.125000 Penalty: 2494.099609
	Iteration 15Q: 3 clusters Score -264313.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -264327.125000 Penalty: 2494.099609
	Iteration 16Q: 3 clusters Score -264327.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -264340.156250 Penalty: 2494.099609
	Iteration 17Q: 3 clusters Score -264340.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -264354.093750 Penalty: 2494.099609
	Iteration 18Q: 3 clusters Score -264354.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -264374.218750 Penalty: 2494.099609
	Iteration 19Q: 3 clusters Score -264374.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -264397.656250 Penalty: 2494.099609
	Iteration 20F: 3 clusters Score -264397.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -264415.531250 Penalty: 2494.099609
	Iteration 21Q: 3 clusters Score -264415.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -264432.843750 Penalty: 2494.099609
	Iteration 22Q: 3 clusters Score -264432.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -264459.968750 Penalty: 2494.099609
	Iteration 23Q: 3 clusters Score -264460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -264502.875000 Penalty: 2494.099609
	Iteration 24Q: 3 clusters Score -264502.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -264546.750000 Penalty: 2494.099609
	Iteration 25Q: 3 clusters Score -264546.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -264624.250000 Penalty: 2494.099609
	Iteration 26Q: 3 clusters Score -264624.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -264723.000000 Penalty: 2494.099609
	Iteration 27Q: 3 clusters Score -264723 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -264842.468750 Penalty: 2494.099609
	Iteration 28Q: 3 clusters Score -264842.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -264950.781250 Penalty: 2494.099609
	Iteration 29Q: 3 clusters Score -264950.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -265062.843750 Penalty: 2494.099609
	Iteration 30Q: 3 clusters Score -265062.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -265130.625000 Penalty: 2494.099609
	Iteration 31Q: 3 clusters Score -265130.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -265151.281250 Penalty: 2494.099609
	Iteration 32Q: 3 clusters Score -265151.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -265158.187500 Penalty: 2494.099609
	Iteration 33Q: 3 clusters Score -265158.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -265159.093750 Penalty: 2494.099609
	Iteration 34Q: 3 clusters Score -265159.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -265159.531250 Penalty: 2494.099609
	Iteration 35Q: 3 clusters Score -265159.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -265159.937500 Penalty: 2494.099609
	Iteration 36Q: 3 clusters Score -265159.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -265160.437500 Penalty: 2494.099609
	Iteration 37Q: 3 clusters Score -265160.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -265160.843750 Penalty: 2494.099609
	Iteration 38Q: 3 clusters Score -265160.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -265160.843750 Penalty: 2494.099609
	Iteration 39F: 3 clusters Score -265160.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (58496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58496 members 
Entering Unmasked Estep 
Score: -7122523.000000 Penalty: 1783.715942
	Iteration 0F: 2 clusters Score -7122523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -7083317.000000 Penalty: 3567.431885
	Iteration 0F: 3 clusters Score -7083317 nChanged 27582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -7099157.000000 Penalty: 3567.431885
	Iteration 1F: 3 clusters Score -7099157 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -7099897.500000 Penalty: 3567.431885
	Iteration 2Q: 3 clusters Score -7099898 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -7100771.000000 Penalty: 3567.431885
	Iteration 3Q: 3 clusters Score -7100771 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -7101871.000000 Penalty: 3567.431885
	Iteration 4Q: 3 clusters Score -7101871 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -7103201.000000 Penalty: 3567.431885
	Iteration 5F: 3 clusters Score -7103201 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -7104879.500000 Penalty: 3567.431885
	Iteration 6F: 3 clusters Score -7104880 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -7106832.500000 Penalty: 3567.431885
	Iteration 7F: 3 clusters Score -7106832 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -7108724.000000 Penalty: 3567.431885
	Iteration 8F: 3 clusters Score -7108724 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -7110406.000000 Penalty: 3567.431885
	Iteration 9Q: 3 clusters Score -7110406 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -7111996.500000 Penalty: 3567.431885
	Iteration 10Q: 3 clusters Score -7111996 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -7113449.000000 Penalty: 3567.431885
	Iteration 11Q: 3 clusters Score -7113449 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -7115067.000000 Penalty: 3567.431885
	Iteration 12Q: 3 clusters Score -7115067 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 49765 members 
Entering Unmasked Estep 
Score: -7117010.500000 Penalty: 3567.431885
	Iteration 13Q: 3 clusters Score -7117010 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 50906 members 
Entering Unmasked Estep 
Score: -7118659.000000 Penalty: 3567.431885
	Iteration 14Q: 3 clusters Score -7118659 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 51657 members 
Entering Unmasked Estep 
Score: -7119472.500000 Penalty: 3567.431885
	Iteration 15Q: 3 clusters Score -7119472 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 52237 members 
Entering Unmasked Estep 
Score: -7119966.000000 Penalty: 3567.431885
	Iteration 16Q: 3 clusters Score -7119966 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 52679 members 
Entering Unmasked Estep 
Score: -7120179.000000 Penalty: 3567.431885
	Iteration 17Q: 3 clusters Score -7120179 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 53012 members 
Entering Unmasked Estep 
Score: -7120296.000000 Penalty: 3567.431885
	Iteration 18Q: 3 clusters Score -7120296 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 53303 members 
Entering Unmasked Estep 
Score: -7120425.000000 Penalty: 3567.431885
	Iteration 19Q: 3 clusters Score -7120425 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 53556 members 
Entering Unmasked Estep 
Score: -7120496.500000 Penalty: 3567.431885
	Iteration 20F: 3 clusters Score -7120496 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 53778 members 
Entering Unmasked Estep 
Score: -7120544.000000 Penalty: 3567.431885
	Iteration 21Q: 3 clusters Score -7120544 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 53971 members 
Entering Unmasked Estep 
Score: -7120609.500000 Penalty: 3567.431885
	Iteration 22Q: 3 clusters Score -7120610 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 54136 members 
Entering Unmasked Estep 
Score: -7120663.500000 Penalty: 3567.431885
	Iteration 23Q: 3 clusters Score -7120664 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 54294 members 
Entering Unmasked Estep 
Score: -7120727.000000 Penalty: 3567.431885
	Iteration 24Q: 3 clusters Score -7120727 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 54438 members 
Entering Unmasked Estep 
Score: -7120763.500000 Penalty: 3567.431885
	Iteration 25Q: 3 clusters Score -7120764 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
Score: -7120806.500000 Penalty: 3567.431885
	Iteration 26Q: 3 clusters Score -7120806 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 54713 members 
Entering Unmasked Estep 
Score: -7120849.000000 Penalty: 3567.431885
	Iteration 27Q: 3 clusters Score -7120849 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 54826 members 
Entering Unmasked Estep 
Score: -7120844.500000 Penalty: 3567.431885
	Iteration 28Q: 3 clusters Score -7120844 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 54933 members 
Entering Unmasked Estep 
Score: -7120871.000000 Penalty: 3567.431885
	Iteration 29Q: 3 clusters Score -7120871 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 55019 members 
Entering Unmasked Estep 
Score: -7120876.000000 Penalty: 3567.431885
	Iteration 30Q: 3 clusters Score -7120876 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 55091 members 
Entering Unmasked Estep 
Score: -7120879.000000 Penalty: 3567.431885
	Iteration 31Q: 3 clusters Score -7120879 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 55150 members 
Entering Unmasked Estep 
Score: -7120882.000000 Penalty: 3567.431885
	Iteration 32Q: 3 clusters Score -7120882 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 55211 members 
Entering Unmasked Estep 
Score: -7120882.000000 Penalty: 3567.431885
	Iteration 33Q: 3 clusters Score -7120882 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 55258 members 
Entering Unmasked Estep 
Score: -7120899.500000 Penalty: 3567.431885
	Iteration 34Q: 3 clusters Score -7120900 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 55312 members 
Entering Unmasked Estep 
Score: -7120909.500000 Penalty: 3567.431885
	Iteration 35Q: 3 clusters Score -7120910 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 55358 members 
Entering Unmasked Estep 
Score: -7120900.000000 Penalty: 3567.431885
	Iteration 36Q: 3 clusters Score -7120900 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 55405 members 
Entering Unmasked Estep 
Score: -7120907.000000 Penalty: 3567.431885
	Iteration 37Q: 3 clusters Score -7120907 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 55456 members 
Entering Unmasked Estep 
Score: -7120906.000000 Penalty: 3567.431885
	Iteration 38Q: 3 clusters Score -7120906 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 55509 members 
Entering Unmasked Estep 
Score: -7120923.000000 Penalty: 3567.431885
	Iteration 39Q: 3 clusters Score -7120923 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 55554 members 
Entering Unmasked Estep 
Score: -7120932.000000 Penalty: 3567.431885
	Iteration 40F: 3 clusters Score -7120932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 55591 members 
Entering Unmasked Estep 
Score: -7120933.500000 Penalty: 3567.431885
	Iteration 41Q: 3 clusters Score -7120934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 55625 members 
Entering Unmasked Estep 
Score: -7120947.500000 Penalty: 3567.431885
	Iteration 42Q: 3 clusters Score -7120948 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 55661 members 
Entering Unmasked Estep 
Score: -7120956.000000 Penalty: 3567.431885
	Iteration 43Q: 3 clusters Score -7120956 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 55693 members 
Entering Unmasked Estep 
Score: -7120958.000000 Penalty: 3567.431885
	Iteration 44Q: 3 clusters Score -7120958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 55714 members 
Entering Unmasked Estep 
Score: -7120960.000000 Penalty: 3567.431885
	Iteration 45Q: 3 clusters Score -7120960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 55733 members 
Entering Unmasked Estep 
Score: -7120963.000000 Penalty: 3567.431885
	Iteration 46Q: 3 clusters Score -7120963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 55749 members 
Entering Unmasked Estep 
Score: -7120965.500000 Penalty: 3567.431885
	Iteration 47Q: 3 clusters Score -7120966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 55762 members 
Entering Unmasked Estep 
Score: -7120965.500000 Penalty: 3567.431885
	Iteration 48Q: 3 clusters Score -7120966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 55773 members 
Entering Unmasked Estep 
Score: -7120963.000000 Penalty: 3567.431885
	Iteration 49Q: 3 clusters Score -7120963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 55792 members 
Entering Unmasked Estep 
Score: -7120967.000000 Penalty: 3567.431885
	Iteration 50Q: 3 clusters Score -7120967 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 55813 members 
Entering Unmasked Estep 
Score: -7120966.500000 Penalty: 3567.431885
	Iteration 51Q: 3 clusters Score -7120966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 55831 members 
Entering Unmasked Estep 
Score: -7120969.500000 Penalty: 3567.431885
	Iteration 52Q: 3 clusters Score -7120970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 55845 members 
Entering Unmasked Estep 
Score: -7120970.500000 Penalty: 3567.431885
	Iteration 53Q: 3 clusters Score -7120970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 55855 members 
Entering Unmasked Estep 
Score: -7120977.000000 Penalty: 3567.431885
	Iteration 54Q: 3 clusters Score -7120977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 55864 members 
Entering Unmasked Estep 
Score: -7120974.500000 Penalty: 3567.431885
	Iteration 55Q: 3 clusters Score -7120974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 55875 members 
Entering Unmasked Estep 
Score: -7120990.000000 Penalty: 3567.431885
	Iteration 56Q: 3 clusters Score -7120990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 55880 members 
Entering Unmasked Estep 
Score: -7120988.500000 Penalty: 3567.431885
	Iteration 57Q: 3 clusters Score -7120988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 55887 members 
Entering Unmasked Estep 
Score: -7120989.500000 Penalty: 3567.431885
	Iteration 58Q: 3 clusters Score -7120990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 55891 members 
Entering Unmasked Estep 
Score: -7120990.000000 Penalty: 3567.431885
	Iteration 59Q: 3 clusters Score -7120990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 55892 members 
Entering Unmasked Estep 
Score: -7120991.500000 Penalty: 3567.431885
	Iteration 60F: 3 clusters Score -7120992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Entering Unmasked Estep 
Score: -3219134.500000 Penalty: 1652.730225
	Iteration 0F: 2 clusters Score -3219134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -3201516.000000 Penalty: 3305.460449
	Iteration 0F: 3 clusters Score -3201516 nChanged 11904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -3208148.000000 Penalty: 3305.460449
	Iteration 1F: 3 clusters Score -3208148 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -3208610.250000 Penalty: 3305.460449
	Iteration 2F: 3 clusters Score -3208610 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -3209040.000000 Penalty: 3305.460449
	Iteration 3Q: 3 clusters Score -3209040 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -3209510.500000 Penalty: 3305.460449
	Iteration 4Q: 3 clusters Score -3209510 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -3210000.750000 Penalty: 3305.460449
	Iteration 5Q: 3 clusters Score -3210001 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -3210536.000000 Penalty: 3305.460449
	Iteration 6Q: 3 clusters Score -3210536 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -3211096.250000 Penalty: 3305.460449
	Iteration 7Q: 3 clusters Score -3211096 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -3211676.250000 Penalty: 3305.460449
	Iteration 8Q: 3 clusters Score -3211676 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -3212197.000000 Penalty: 3305.460449
	Iteration 9Q: 3 clusters Score -3212197 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -3212764.750000 Penalty: 3305.460449
	Iteration 10Q: 3 clusters Score -3212765 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -3213281.250000 Penalty: 3305.460449
	Iteration 11Q: 3 clusters Score -3213281 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -3213723.500000 Penalty: 3305.460449
	Iteration 12Q: 3 clusters Score -3213724 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -3214054.500000 Penalty: 3305.460449
	Iteration 13Q: 3 clusters Score -3214054 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -3214325.500000 Penalty: 3305.460449
	Iteration 14Q: 3 clusters Score -3214326 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -3214564.750000 Penalty: 3305.460449
	Iteration 15Q: 3 clusters Score -3214565 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -3214733.500000 Penalty: 3305.460449
	Iteration 16Q: 3 clusters Score -3214734 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -3214872.750000 Penalty: 3305.460449
	Iteration 17Q: 3 clusters Score -3214873 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -3215010.000000 Penalty: 3305.460449
	Iteration 18Q: 3 clusters Score -3215010 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -3215110.000000 Penalty: 3305.460449
	Iteration 19Q: 3 clusters Score -3215110 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -3215205.500000 Penalty: 3305.460449
	Iteration 20F: 3 clusters Score -3215206 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -3215338.000000 Penalty: 3305.460449
	Iteration 21Q: 3 clusters Score -3215338 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -3215455.750000 Penalty: 3305.460449
	Iteration 22Q: 3 clusters Score -3215456 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -3215550.250000 Penalty: 3305.460449
	Iteration 23Q: 3 clusters Score -3215550 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -3215654.750000 Penalty: 3305.460449
	Iteration 24Q: 3 clusters Score -3215655 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -3215792.500000 Penalty: 3305.460449
	Iteration 25Q: 3 clusters Score -3215792 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -3215977.750000 Penalty: 3305.460449
	Iteration 26Q: 3 clusters Score -3215978 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -3216185.250000 Penalty: 3305.460449
	Iteration 27Q: 3 clusters Score -3216185 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -3216386.000000 Penalty: 3305.460449
	Iteration 28Q: 3 clusters Score -3216386 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -3216584.250000 Penalty: 3305.460449
	Iteration 29Q: 3 clusters Score -3216584 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -3216777.500000 Penalty: 3305.460449
	Iteration 30Q: 3 clusters Score -3216778 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -3216962.250000 Penalty: 3305.460449
	Iteration 31Q: 3 clusters Score -3216962 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -3217139.750000 Penalty: 3305.460449
	Iteration 32Q: 3 clusters Score -3217140 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -3217303.750000 Penalty: 3305.460449
	Iteration 33Q: 3 clusters Score -3217304 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -3217447.500000 Penalty: 3305.460449
	Iteration 34Q: 3 clusters Score -3217448 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -3217551.750000 Penalty: 3305.460449
	Iteration 35Q: 3 clusters Score -3217552 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -3217651.500000 Penalty: 3305.460449
	Iteration 36Q: 3 clusters Score -3217652 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -3217723.500000 Penalty: 3305.460449
	Iteration 37Q: 3 clusters Score -3217724 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -3217799.750000 Penalty: 3305.460449
	Iteration 38Q: 3 clusters Score -3217800 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -3217855.500000 Penalty: 3305.460449
	Iteration 39Q: 3 clusters Score -3217856 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -3217899.250000 Penalty: 3305.460449
	Iteration 40F: 3 clusters Score -3217899 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -3217936.000000 Penalty: 3305.460449
	Iteration 41Q: 3 clusters Score -3217936 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -3217967.500000 Penalty: 3305.460449
	Iteration 42Q: 3 clusters Score -3217968 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -3217984.500000 Penalty: 3305.460449
	Iteration 43Q: 3 clusters Score -3217984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -3217994.250000 Penalty: 3305.460449
	Iteration 44Q: 3 clusters Score -3217994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -3218000.250000 Penalty: 3305.460449
	Iteration 45Q: 3 clusters Score -3218000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -3218006.500000 Penalty: 3305.460449
	Iteration 46Q: 3 clusters Score -3218006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -3218012.000000 Penalty: 3305.460449
	Iteration 47Q: 3 clusters Score -3218012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -3218013.500000 Penalty: 3305.460449
	Iteration 48Q: 3 clusters Score -3218014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -3218018.750000 Penalty: 3305.460449
	Iteration 49Q: 3 clusters Score -3218019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -3218020.750000 Penalty: 3305.460449
	Iteration 50Q: 3 clusters Score -3218021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -3218031.500000 Penalty: 3305.460449
	Iteration 51Q: 3 clusters Score -3218032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -3218034.250000 Penalty: 3305.460449
	Iteration 52Q: 3 clusters Score -3218034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -3218037.250000 Penalty: 3305.460449
	Iteration 53Q: 3 clusters Score -3218037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -3218038.750000 Penalty: 3305.460449
	Iteration 54Q: 3 clusters Score -3218039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -3218037.750000 Penalty: 3305.460449
	Iteration 55Q: 3 clusters Score -3218038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -3218036.750000 Penalty: 3305.460449
	Iteration 56Q: 3 clusters Score -3218037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -3218039.500000 Penalty: 3305.460449
	Iteration 57Q: 3 clusters Score -3218040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -3218037.250000 Penalty: 3305.460449
	Iteration 58Q: 3 clusters Score -3218037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -3218037.000000 Penalty: 3305.460449
	Iteration 59Q: 3 clusters Score -3218037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -3218036.750000 Penalty: 3305.460449
	Iteration 60F: 3 clusters Score -3218037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Entering Unmasked Estep 
Score: -1192654.375000 Penalty: 1500.264160
	Iteration 0F: 2 clusters Score -1192654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1185437.250000 Penalty: 3000.528320
	Iteration 0F: 3 clusters Score -1185437 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1187807.375000 Penalty: 3000.528320
	Iteration 1F: 3 clusters Score -1187807 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1188111.625000 Penalty: 3000.528320
	Iteration 2F: 3 clusters Score -1188112 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1188387.500000 Penalty: 3000.528320
	Iteration 3F: 3 clusters Score -1188388 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1188652.250000 Penalty: 3000.528320
	Iteration 4F: 3 clusters Score -1188652 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1188916.625000 Penalty: 3000.528320
	Iteration 5Q: 3 clusters Score -1188917 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1189191.500000 Penalty: 3000.528320
	Iteration 6Q: 3 clusters Score -1189192 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1189500.750000 Penalty: 3000.528320
	Iteration 7Q: 3 clusters Score -1189501 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1189828.375000 Penalty: 3000.528320
	Iteration 8Q: 3 clusters Score -1189828 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1190151.875000 Penalty: 3000.528320
	Iteration 9Q: 3 clusters Score -1190152 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1190455.375000 Penalty: 3000.528320
	Iteration 10Q: 3 clusters Score -1190455 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1190688.125000 Penalty: 3000.528320
	Iteration 11Q: 3 clusters Score -1190688 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1190897.875000 Penalty: 3000.528320
	Iteration 12Q: 3 clusters Score -1190898 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1191056.125000 Penalty: 3000.528320
	Iteration 13Q: 3 clusters Score -1191056 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1191174.875000 Penalty: 3000.528320
	Iteration 14Q: 3 clusters Score -1191175 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1191263.375000 Penalty: 3000.528320
	Iteration 15Q: 3 clusters Score -1191263 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1191324.875000 Penalty: 3000.528320
	Iteration 16Q: 3 clusters Score -1191325 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1191366.000000 Penalty: 3000.528320
	Iteration 17Q: 3 clusters Score -1191366 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1191395.500000 Penalty: 3000.528320
	Iteration 18Q: 3 clusters Score -1191396 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1191412.000000 Penalty: 3000.528320
	Iteration 19Q: 3 clusters Score -1191412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1191422.125000 Penalty: 3000.528320
	Iteration 20F: 3 clusters Score -1191422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1191431.500000 Penalty: 3000.528320
	Iteration 21Q: 3 clusters Score -1191432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1191437.500000 Penalty: 3000.528320
	Iteration 22Q: 3 clusters Score -1191438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1191442.875000 Penalty: 3000.528320
	Iteration 23Q: 3 clusters Score -1191443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1191450.500000 Penalty: 3000.528320
	Iteration 24Q: 3 clusters Score -1191450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1191458.125000 Penalty: 3000.528320
	Iteration 25Q: 3 clusters Score -1191458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1191465.375000 Penalty: 3000.528320
	Iteration 26Q: 3 clusters Score -1191465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1191470.125000 Penalty: 3000.528320
	Iteration 27Q: 3 clusters Score -1191470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1191474.000000 Penalty: 3000.528320
	Iteration 28Q: 3 clusters Score -1191474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1191477.750000 Penalty: 3000.528320
	Iteration 29Q: 3 clusters Score -1191478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1191479.125000 Penalty: 3000.528320
	Iteration 30Q: 3 clusters Score -1191479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1191483.750000 Penalty: 3000.528320
	Iteration 31Q: 3 clusters Score -1191484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1191486.375000 Penalty: 3000.528320
	Iteration 32Q: 3 clusters Score -1191486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1191487.375000 Penalty: 3000.528320
	Iteration 33Q: 3 clusters Score -1191487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1191488.625000 Penalty: 3000.528320
	Iteration 34Q: 3 clusters Score -1191489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1191488.375000 Penalty: 3000.528320
	Iteration 35Q: 3 clusters Score -1191488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1191488.375000 Penalty: 3000.528320
	Iteration 36F: 3 clusters Score -1191488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (95861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95861 members 
Entering Unmasked Estep 
Score: -12101625.000000 Penalty: 1863.981323
	Iteration 0F: 2 clusters Score -1.210162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 47964 members 
Entering Unmasked Estep 
Score: -12038286.000000 Penalty: 3727.962646
	Iteration 0F: 3 clusters Score -1.203829e+07 nChanged 45897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 48559 members 
Entering Unmasked Estep 
Score: -12064585.000000 Penalty: 3727.962646
	Iteration 1F: 3 clusters Score -1.206458e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 48936 members 
Entering Unmasked Estep 
Score: -12065219.000000 Penalty: 3727.962646
	Iteration 2Q: 3 clusters Score -1.206522e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 49516 members 
Entering Unmasked Estep 
Score: -12065818.000000 Penalty: 3727.962646
	Iteration 3Q: 3 clusters Score -1.206582e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 50301 members 
Entering Unmasked Estep 
Score: -12066602.000000 Penalty: 3727.962646
	Iteration 4Q: 3 clusters Score -1.20666e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 51302 members 
Entering Unmasked Estep 
Score: -12067532.000000 Penalty: 3727.962646
	Iteration 5Q: 3 clusters Score -1.206753e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 52736 members 
Entering Unmasked Estep 
Score: -12068992.000000 Penalty: 3727.962646
	Iteration 6Q: 3 clusters Score -1.206899e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 54600 members 
Entering Unmasked Estep 
Score: -12071056.000000 Penalty: 3727.962646
	Iteration 7Q: 3 clusters Score -1.207106e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 56848 members 
Entering Unmasked Estep 
Score: -12073948.000000 Penalty: 3727.962646
	Iteration 8F: 3 clusters Score -1.207395e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 59432 members 
Entering Unmasked Estep 
Score: -12077686.000000 Penalty: 3727.962646
	Iteration 9F: 3 clusters Score -1.207769e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 61750 members 
Entering Unmasked Estep 
Score: -12081682.000000 Penalty: 3727.962646
	Iteration 10F: 3 clusters Score -1.208168e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 63590 members 
Entering Unmasked Estep 
Score: -12085086.000000 Penalty: 3727.962646
	Iteration 11F: 3 clusters Score -1.208509e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 64870 members 
Entering Unmasked Estep 
Score: -12086879.000000 Penalty: 3727.962646
	Iteration 12Q: 3 clusters Score -1.208688e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 65883 members 
Entering Unmasked Estep 
Score: -12087649.000000 Penalty: 3727.962646
	Iteration 13Q: 3 clusters Score -1.208765e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 66946 members 
Entering Unmasked Estep 
Score: -12088180.000000 Penalty: 3727.962646
	Iteration 14Q: 3 clusters Score -1.208818e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 68041 members 
Entering Unmasked Estep 
Score: -12088438.000000 Penalty: 3727.962646
	Iteration 15Q: 3 clusters Score -1.208844e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 69160 members 
Entering Unmasked Estep 
Score: -12088819.000000 Penalty: 3727.962646
	Iteration 16Q: 3 clusters Score -1.208882e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 70289 members 
Entering Unmasked Estep 
Score: -12089172.000000 Penalty: 3727.962646
	Iteration 17Q: 3 clusters Score -1.208917e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 71472 members 
Entering Unmasked Estep 
Score: -12089542.000000 Penalty: 3727.962646
	Iteration 18Q: 3 clusters Score -1.208954e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 72626 members 
Entering Unmasked Estep 
Score: -12089948.000000 Penalty: 3727.962646
	Iteration 19Q: 3 clusters Score -1.208995e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 73840 members 
Entering Unmasked Estep 
Score: -12090418.000000 Penalty: 3727.962646
	Iteration 20F: 3 clusters Score -1.209042e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 75046 members 
Entering Unmasked Estep 
Score: -12090851.000000 Penalty: 3727.962646
	Iteration 21Q: 3 clusters Score -1.209085e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 76301 members 
Entering Unmasked Estep 
Score: -12091290.000000 Penalty: 3727.962646
	Iteration 22Q: 3 clusters Score -1.209129e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 77517 members 
Entering Unmasked Estep 
Score: -12091753.000000 Penalty: 3727.962646
	Iteration 23Q: 3 clusters Score -1.209175e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 78684 members 
Entering Unmasked Estep 
Score: -12092192.000000 Penalty: 3727.962646
	Iteration 24Q: 3 clusters Score -1.209219e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 79887 members 
Entering Unmasked Estep 
Score: -12092696.000000 Penalty: 3727.962646
	Iteration 25Q: 3 clusters Score -1.20927e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 81010 members 
Entering Unmasked Estep 
Score: -12093094.000000 Penalty: 3727.962646
	Iteration 26Q: 3 clusters Score -1.209309e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 82087 members 
Entering Unmasked Estep 
Score: -12093449.000000 Penalty: 3727.962646
	Iteration 27Q: 3 clusters Score -1.209345e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 83154 members 
Entering Unmasked Estep 
Score: -12093925.000000 Penalty: 3727.962646
	Iteration 28Q: 3 clusters Score -1.209392e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 84159 members 
Entering Unmasked Estep 
Score: -12094359.000000 Penalty: 3727.962646
	Iteration 29Q: 3 clusters Score -1.209436e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 85119 members 
Entering Unmasked Estep 
Score: -12094813.000000 Penalty: 3727.962646
	Iteration 30Q: 3 clusters Score -1.209481e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 86033 members 
Entering Unmasked Estep 
Score: -12095201.000000 Penalty: 3727.962646
	Iteration 31Q: 3 clusters Score -1.20952e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 86880 members 
Entering Unmasked Estep 
Score: -12095573.000000 Penalty: 3727.962646
	Iteration 32Q: 3 clusters Score -1.209557e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 87700 members 
Entering Unmasked Estep 
Score: -12095962.000000 Penalty: 3727.962646
	Iteration 33Q: 3 clusters Score -1.209596e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 88493 members 
Entering Unmasked Estep 
Score: -12096390.000000 Penalty: 3727.962646
	Iteration 34Q: 3 clusters Score -1.209639e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 89271 members 
Entering Unmasked Estep 
Score: -12096641.000000 Penalty: 3727.962646
	Iteration 35Q: 3 clusters Score -1.209664e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 90001 members 
Entering Unmasked Estep 
Score: -12097013.000000 Penalty: 3727.962646
	Iteration 36Q: 3 clusters Score -1.209701e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 90689 members 
Entering Unmasked Estep 
Score: -12097515.000000 Penalty: 3727.962646
	Iteration 37Q: 3 clusters Score -1.209752e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 91319 members 
Entering Unmasked Estep 
Score: -12097866.000000 Penalty: 3727.962646
	Iteration 38Q: 3 clusters Score -1.209787e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 91908 members 
Entering Unmasked Estep 
Score: -12098251.000000 Penalty: 3727.962646
	Iteration 39Q: 3 clusters Score -1.209825e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 92420 members 
Entering Unmasked Estep 
Score: -12098579.000000 Penalty: 3727.962646
	Iteration 40F: 3 clusters Score -1.209858e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 92888 members 
Entering Unmasked Estep 
Score: -12098855.000000 Penalty: 3727.962646
	Iteration 41Q: 3 clusters Score -1.209886e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 93253 members 
Entering Unmasked Estep 
Score: -12099055.000000 Penalty: 3727.962646
	Iteration 42Q: 3 clusters Score -1.209906e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 93564 members 
Entering Unmasked Estep 
Score: -12099197.000000 Penalty: 3727.962646
	Iteration 43Q: 3 clusters Score -1.20992e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 93845 members 
Entering Unmasked Estep 
Score: -12099353.000000 Penalty: 3727.962646
	Iteration 44Q: 3 clusters Score -1.209935e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 94074 members 
Entering Unmasked Estep 
Score: -12099474.000000 Penalty: 3727.962646
	Iteration 45Q: 3 clusters Score -1.209947e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 94259 members 
Entering Unmasked Estep 
Score: -12099553.000000 Penalty: 3727.962646
	Iteration 46Q: 3 clusters Score -1.209955e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 94392 members 
Entering Unmasked Estep 
Score: -12099649.000000 Penalty: 3727.962646
	Iteration 47Q: 3 clusters Score -1.209965e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 94519 members 
Entering Unmasked Estep 
Score: -12099702.000000 Penalty: 3727.962646
	Iteration 48Q: 3 clusters Score -1.20997e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 94618 members 
Entering Unmasked Estep 
Score: -12099770.000000 Penalty: 3727.962646
	Iteration 49Q: 3 clusters Score -1.209977e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 94693 members 
Entering Unmasked Estep 
Score: -12099820.000000 Penalty: 3727.962646
	Iteration 50Q: 3 clusters Score -1.209982e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 94754 members 
Entering Unmasked Estep 
Score: -12099846.000000 Penalty: 3727.962646
	Iteration 51Q: 3 clusters Score -1.209985e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 94813 members 
Entering Unmasked Estep 
Score: -12099850.000000 Penalty: 3727.962646
	Iteration 52Q: 3 clusters Score -1.209985e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 94851 members 
Entering Unmasked Estep 
Score: -12099860.000000 Penalty: 3727.962646
	Iteration 53Q: 3 clusters Score -1.209986e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 94882 members 
Entering Unmasked Estep 
Score: -12099881.000000 Penalty: 3727.962646
	Iteration 54Q: 3 clusters Score -1.209988e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 94919 members 
Entering Unmasked Estep 
Score: -12099910.000000 Penalty: 3727.962646
	Iteration 55Q: 3 clusters Score -1.209991e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 94953 members 
Entering Unmasked Estep 
Score: -12099915.000000 Penalty: 3727.962646
	Iteration 56Q: 3 clusters Score -1.209992e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 94969 members 
Entering Unmasked Estep 
Score: -12099922.000000 Penalty: 3727.962646
	Iteration 57Q: 3 clusters Score -1.209992e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 94985 members 
Entering Unmasked Estep 
Score: -12099934.000000 Penalty: 3727.962646
	Iteration 58Q: 3 clusters Score -1.209993e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 94994 members 
Entering Unmasked Estep 
Score: -12099945.000000 Penalty: 3727.962646
	Iteration 59Q: 3 clusters Score -1.209994e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 95003 members 
Entering Unmasked Estep 
Score: -12099946.000000 Penalty: 3727.962646
	Iteration 60F: 3 clusters Score -1.209995e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 95013 members 
Entering Unmasked Estep 
Score: -12099956.000000 Penalty: 3727.962646
	Iteration 61Q: 3 clusters Score -1.209996e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 95024 members 
Entering Unmasked Estep 
Score: -12099955.000000 Penalty: 3727.962646
	Iteration 62Q: 3 clusters Score -1.209996e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 95037 members 
Entering Unmasked Estep 
Score: -12099957.000000 Penalty: 3727.962646
	Iteration 63Q: 3 clusters Score -1.209996e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 95048 members 
Entering Unmasked Estep 
Score: -12099972.000000 Penalty: 3727.962646
	Iteration 64Q: 3 clusters Score -1.209997e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 95059 members 
Entering Unmasked Estep 
Score: -12099990.000000 Penalty: 3727.962646
	Iteration 65Q: 3 clusters Score -1.209999e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 95076 members 
Entering Unmasked Estep 
Score: -12099983.000000 Penalty: 3727.962646
	Iteration 66Q: 3 clusters Score -1.209998e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 95089 members 
Entering Unmasked Estep 
Score: -12099992.000000 Penalty: 3727.962646
	Iteration 67Q: 3 clusters Score -1.209999e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 95102 members 
Entering Unmasked Estep 
Score: -12099997.000000 Penalty: 3727.962646
	Iteration 68Q: 3 clusters Score -1.21e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 95104 members 
Entering Unmasked Estep 
Score: -12099995.000000 Penalty: 3727.962646
	Iteration 69Q: 3 clusters Score -1.21e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 95108 members 
Entering Unmasked Estep 
Score: -12099996.000000 Penalty: 3727.962646
	Iteration 70Q: 3 clusters Score -1.21e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 95114 members 
Entering Unmasked Estep 
Score: -12099990.000000 Penalty: 3727.962646
	Iteration 71Q: 3 clusters Score -1.209999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 95119 members 
Entering Unmasked Estep 
Score: -12100006.000000 Penalty: 3727.962646
	Iteration 72Q: 3 clusters Score -1.210001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 95122 members 
Entering Unmasked Estep 
Score: -12100007.000000 Penalty: 3727.962646
	Iteration 73Q: 3 clusters Score -1.210001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 95126 members 
Entering Unmasked Estep 
Score: -12100007.000000 Penalty: 3727.962646
	Iteration 74Q: 3 clusters Score -1.210001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 95132 members 
Entering Unmasked Estep 
Score: -12100006.000000 Penalty: 3727.962646
	Iteration 75Q: 3 clusters Score -1.210001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 95137 members 
Entering Unmasked Estep 
Score: -12100017.000000 Penalty: 3727.962646
	Iteration 76Q: 3 clusters Score -1.210002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 95144 members 
Entering Unmasked Estep 
Score: -12100029.000000 Penalty: 3727.962646
	Iteration 77Q: 3 clusters Score -1.210003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 95150 members 
Entering Unmasked Estep 
Score: -12100024.000000 Penalty: 3727.962646
	Iteration 78Q: 3 clusters Score -1.210002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 95155 members 
Entering Unmasked Estep 
Score: -12100030.000000 Penalty: 3727.962646
	Iteration 79Q: 3 clusters Score -1.210003e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 95160 members 
Entering Unmasked Estep 
Score: -12100040.000000 Penalty: 3727.962646
	Iteration 80F: 3 clusters Score -1.210004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 95163 members 
Entering Unmasked Estep 
Score: -12100048.000000 Penalty: 3727.962646
	Iteration 81Q: 3 clusters Score -1.210005e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 95167 members 
Entering Unmasked Estep 
Score: -12100046.000000 Penalty: 3727.962646
	Iteration 82Q: 3 clusters Score -1.210005e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 95176 members 
Entering Unmasked Estep 
Score: -12100060.000000 Penalty: 3727.962646
	Iteration 83Q: 3 clusters Score -1.210006e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 95183 members 
Entering Unmasked Estep 
Score: -12100057.000000 Penalty: 3727.962646
	Iteration 84Q: 3 clusters Score -1.210006e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 95186 members 
Entering Unmasked Estep 
Score: -12100060.000000 Penalty: 3727.962646
	Iteration 85Q: 3 clusters Score -1.210006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 95191 members 
Entering Unmasked Estep 
Score: -12100063.000000 Penalty: 3727.962646
	Iteration 86Q: 3 clusters Score -1.210006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 95197 members 
Entering Unmasked Estep 
Score: -12100074.000000 Penalty: 3727.962646
	Iteration 87Q: 3 clusters Score -1.210007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 95200 members 
Entering Unmasked Estep 
Score: -12100074.000000 Penalty: 3727.962646
	Iteration 88Q: 3 clusters Score -1.210007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 95206 members 
Entering Unmasked Estep 
Score: -12100082.000000 Penalty: 3727.962646
	Iteration 89Q: 3 clusters Score -1.210008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 95209 members 
Entering Unmasked Estep 
Score: -12100078.000000 Penalty: 3727.962646
	Iteration 90Q: 3 clusters Score -1.210008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 95212 members 
Entering Unmasked Estep 
Score: -12100077.000000 Penalty: 3727.962646
	Iteration 91Q: 3 clusters Score -1.210008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 95216 members 
Entering Unmasked Estep 
Score: -12100084.000000 Penalty: 3727.962646
	Iteration 92Q: 3 clusters Score -1.210008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 95219 members 
Entering Unmasked Estep 
Score: -12100086.000000 Penalty: 3727.962646
	Iteration 93Q: 3 clusters Score -1.210009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 95220 members 
Entering Unmasked Estep 
Score: -12100089.000000 Penalty: 3727.962646
	Iteration 94Q: 3 clusters Score -1.210009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 95225 members 
Entering Unmasked Estep 
Score: -12100114.000000 Penalty: 3727.962646
	Iteration 95Q: 3 clusters Score -1.210011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 95227 members 
Entering Unmasked Estep 
Score: -12100112.000000 Penalty: 3727.962646
	Iteration 96Q: 3 clusters Score -1.210011e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 95227 members 
Entering Unmasked Estep 
Score: -12100112.000000 Penalty: 3727.962646
	Iteration 97F: 3 clusters Score -1.210011e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (98791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98791 members 
Entering Unmasked Estep 
Score: -12388215.000000 Penalty: 1868.873779
	Iteration 0F: 2 clusters Score -1.238822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49427 members 
Mstep: Class 2 contains 49364 members 
Entering Unmasked Estep 
Score: -12323373.000000 Penalty: 3737.747559
	Iteration 0F: 3 clusters Score -1.232337e+07 nChanged 47307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51438 members 
Mstep: Class 2 contains 47353 members 
Entering Unmasked Estep 
Score: -12351829.000000 Penalty: 3737.747559
	Iteration 1F: 3 clusters Score -1.235183e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52853 members 
Mstep: Class 2 contains 45938 members 
Entering Unmasked Estep 
Score: -12353257.000000 Penalty: 3737.747559
	Iteration 2Q: 3 clusters Score -1.235326e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54793 members 
Mstep: Class 2 contains 43998 members 
Entering Unmasked Estep 
Score: -12355064.000000 Penalty: 3737.747559
	Iteration 3Q: 3 clusters Score -1.235506e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57396 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -12357850.000000 Penalty: 3737.747559
	Iteration 4F: 3 clusters Score -1.235785e+07 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60524 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -12362018.000000 Penalty: 3737.747559
	Iteration 5F: 3 clusters Score -1.236202e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63746 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -12367179.000000 Penalty: 3737.747559
	Iteration 6F: 3 clusters Score -1.236718e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66123 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -12372331.000000 Penalty: 3737.747559
	Iteration 7F: 3 clusters Score -1.237233e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67301 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -12375479.000000 Penalty: 3737.747559
	Iteration 8F: 3 clusters Score -1.237548e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67769 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -12376706.000000 Penalty: 3737.747559
	Iteration 9Q: 3 clusters Score -1.237671e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68080 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -12377080.000000 Penalty: 3737.747559
	Iteration 10Q: 3 clusters Score -1.237708e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68243 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -12377220.000000 Penalty: 3737.747559
	Iteration 11Q: 3 clusters Score -1.237722e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68408 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -12377311.000000 Penalty: 3737.747559
	Iteration 12Q: 3 clusters Score -1.237731e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68515 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -12377378.000000 Penalty: 3737.747559
	Iteration 13Q: 3 clusters Score -1.237738e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68605 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -12377416.000000 Penalty: 3737.747559
	Iteration 14Q: 3 clusters Score -1.237742e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68647 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -12377443.000000 Penalty: 3737.747559
	Iteration 15Q: 3 clusters Score -1.237744e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68659 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -12377537.000000 Penalty: 3737.747559
	Iteration 16Q: 3 clusters Score -1.237754e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68635 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -12377594.000000 Penalty: 3737.747559
	Iteration 17Q: 3 clusters Score -1.237759e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68649 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -12377539.000000 Penalty: 3737.747559
	Iteration 18Q: 3 clusters Score -1.237754e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68654 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -12377548.000000 Penalty: 3737.747559
	Iteration 19Q: 3 clusters Score -1.237755e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68612 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -12377583.000000 Penalty: 3737.747559
	Iteration 20F: 3 clusters Score -1.237758e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68539 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -12377628.000000 Penalty: 3737.747559
	Iteration 21Q: 3 clusters Score -1.237763e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68412 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -12377691.000000 Penalty: 3737.747559
	Iteration 22Q: 3 clusters Score -1.237769e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68245 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -12377737.000000 Penalty: 3737.747559
	Iteration 23Q: 3 clusters Score -1.237774e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68081 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -12377749.000000 Penalty: 3737.747559
	Iteration 24Q: 3 clusters Score -1.237775e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67849 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -12377748.000000 Penalty: 3737.747559
	Iteration 25Q: 3 clusters Score -1.237775e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67616 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -12377771.000000 Penalty: 3737.747559
	Iteration 26Q: 3 clusters Score -1.237777e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67324 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -12377774.000000 Penalty: 3737.747559
	Iteration 27Q: 3 clusters Score -1.237777e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67012 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -12377829.000000 Penalty: 3737.747559
	Iteration 28Q: 3 clusters Score -1.237783e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66674 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -12377899.000000 Penalty: 3737.747559
	Iteration 29Q: 3 clusters Score -1.23779e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66283 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -12377922.000000 Penalty: 3737.747559
	Iteration 30Q: 3 clusters Score -1.237792e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65867 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -12377995.000000 Penalty: 3737.747559
	Iteration 31Q: 3 clusters Score -1.2378e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65389 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -12378066.000000 Penalty: 3737.747559
	Iteration 32Q: 3 clusters Score -1.237807e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64818 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -12378077.000000 Penalty: 3737.747559
	Iteration 33Q: 3 clusters Score -1.237808e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64202 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -12378078.000000 Penalty: 3737.747559
	Iteration 34Q: 3 clusters Score -1.237808e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63533 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -12378054.000000 Penalty: 3737.747559
	Iteration 35Q: 3 clusters Score -1.237805e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62865 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -12378054.000000 Penalty: 3737.747559
	Iteration 36Q: 3 clusters Score -1.237805e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62216 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -12378118.000000 Penalty: 3737.747559
	Iteration 37Q: 3 clusters Score -1.237812e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61542 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -12378144.000000 Penalty: 3737.747559
	Iteration 38Q: 3 clusters Score -1.237814e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60831 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -12378179.000000 Penalty: 3737.747559
	Iteration 39Q: 3 clusters Score -1.237818e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60116 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -12378292.000000 Penalty: 3737.747559
	Iteration 40F: 3 clusters Score -1.237829e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59397 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -12378297.000000 Penalty: 3737.747559
	Iteration 41Q: 3 clusters Score -1.23783e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58694 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -12378324.000000 Penalty: 3737.747559
	Iteration 42Q: 3 clusters Score -1.237832e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57980 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -12378325.000000 Penalty: 3737.747559
	Iteration 43Q: 3 clusters Score -1.237832e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57218 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -12378330.000000 Penalty: 3737.747559
	Iteration 44Q: 3 clusters Score -1.237833e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56511 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -12378368.000000 Penalty: 3737.747559
	Iteration 45Q: 3 clusters Score -1.237837e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55844 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -12378390.000000 Penalty: 3737.747559
	Iteration 46Q: 3 clusters Score -1.237839e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55183 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -12378451.000000 Penalty: 3737.747559
	Iteration 47Q: 3 clusters Score -1.237845e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54531 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -12378458.000000 Penalty: 3737.747559
	Iteration 48Q: 3 clusters Score -1.237846e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -12378484.000000 Penalty: 3737.747559
	Iteration 49Q: 3 clusters Score -1.237848e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53300 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -12378519.000000 Penalty: 3737.747559
	Iteration 50Q: 3 clusters Score -1.237852e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52821 members 
Mstep: Class 2 contains 45970 members 
Entering Unmasked Estep 
Score: -12378496.000000 Penalty: 3737.747559
	Iteration 51Q: 3 clusters Score -1.23785e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52333 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -12378510.000000 Penalty: 3737.747559
	Iteration 52Q: 3 clusters Score -1.237851e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51912 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -12378543.000000 Penalty: 3737.747559
	Iteration 53Q: 3 clusters Score -1.237854e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 47279 members 
Entering Unmasked Estep 
Score: -12378580.000000 Penalty: 3737.747559
	Iteration 54Q: 3 clusters Score -1.237858e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 47597 members 
Entering Unmasked Estep 
Score: -12378625.000000 Penalty: 3737.747559
	Iteration 55Q: 3 clusters Score -1.237862e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Mstep: Class 2 contains 47846 members 
Entering Unmasked Estep 
Score: -12378683.000000 Penalty: 3737.747559
	Iteration 56Q: 3 clusters Score -1.237868e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50746 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -12378672.000000 Penalty: 3737.747559
	Iteration 57Q: 3 clusters Score -1.237867e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50585 members 
Mstep: Class 2 contains 48206 members 
Entering Unmasked Estep 
Score: -12378695.000000 Penalty: 3737.747559
	Iteration 58Q: 3 clusters Score -1.23787e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50455 members 
Mstep: Class 2 contains 48336 members 
Entering Unmasked Estep 
Score: -12378703.000000 Penalty: 3737.747559
	Iteration 59Q: 3 clusters Score -1.23787e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50356 members 
Mstep: Class 2 contains 48435 members 
Entering Unmasked Estep 
Score: -12378723.000000 Penalty: 3737.747559
	Iteration 60F: 3 clusters Score -1.237872e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50259 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
Score: -12378731.000000 Penalty: 3737.747559
	Iteration 61Q: 3 clusters Score -1.237873e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50173 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -12378727.000000 Penalty: 3737.747559
	Iteration 62Q: 3 clusters Score -1.237873e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 48690 members 
Entering Unmasked Estep 
Score: -12378721.000000 Penalty: 3737.747559
	Iteration 63Q: 3 clusters Score -1.237872e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50030 members 
Mstep: Class 2 contains 48761 members 
Entering Unmasked Estep 
Score: -12378735.000000 Penalty: 3737.747559
	Iteration 64Q: 3 clusters Score -1.237874e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49973 members 
Mstep: Class 2 contains 48818 members 
Entering Unmasked Estep 
Score: -12378757.000000 Penalty: 3737.747559
	Iteration 65Q: 3 clusters Score -1.237876e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49923 members 
Mstep: Class 2 contains 48868 members 
Entering Unmasked Estep 
Score: -12378801.000000 Penalty: 3737.747559
	Iteration 66Q: 3 clusters Score -1.23788e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -12378808.000000 Penalty: 3737.747559
	Iteration 67Q: 3 clusters Score -1.237881e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49816 members 
Mstep: Class 2 contains 48975 members 
Entering Unmasked Estep 
Score: -12378831.000000 Penalty: 3737.747559
	Iteration 68Q: 3 clusters Score -1.237883e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
Score: -12378817.000000 Penalty: 3737.747559
	Iteration 69Q: 3 clusters Score -1.237882e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -12378831.000000 Penalty: 3737.747559
	Iteration 70Q: 3 clusters Score -1.237883e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 49067 members 
Entering Unmasked Estep 
Score: -12378839.000000 Penalty: 3737.747559
	Iteration 71Q: 3 clusters Score -1.237884e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49699 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -12378833.000000 Penalty: 3737.747559
	Iteration 72Q: 3 clusters Score -1.237883e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49685 members 
Mstep: Class 2 contains 49106 members 
Entering Unmasked Estep 
Score: -12378861.000000 Penalty: 3737.747559
	Iteration 73Q: 3 clusters Score -1.237886e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49669 members 
Mstep: Class 2 contains 49122 members 
Entering Unmasked Estep 
Score: -12378856.000000 Penalty: 3737.747559
	Iteration 74Q: 3 clusters Score -1.237886e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49659 members 
Mstep: Class 2 contains 49132 members 
Entering Unmasked Estep 
Score: -12378853.000000 Penalty: 3737.747559
	Iteration 75Q: 3 clusters Score -1.237885e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49652 members 
Mstep: Class 2 contains 49139 members 
Entering Unmasked Estep 
Score: -12378873.000000 Penalty: 3737.747559
	Iteration 76Q: 3 clusters Score -1.237887e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49643 members 
Mstep: Class 2 contains 49148 members 
Entering Unmasked Estep 
Score: -12378873.000000 Penalty: 3737.747559
	Iteration 77Q: 3 clusters Score -1.237887e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49627 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -12378864.000000 Penalty: 3737.747559
	Iteration 78Q: 3 clusters Score -1.237886e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49615 members 
Mstep: Class 2 contains 49176 members 
Entering Unmasked Estep 
Score: -12378870.000000 Penalty: 3737.747559
	Iteration 79Q: 3 clusters Score -1.237887e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49604 members 
Mstep: Class 2 contains 49187 members 
Entering Unmasked Estep 
Score: -12378876.000000 Penalty: 3737.747559
	Iteration 80F: 3 clusters Score -1.237888e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 49201 members 
Entering Unmasked Estep 
Score: -12378904.000000 Penalty: 3737.747559
	Iteration 81Q: 3 clusters Score -1.23789e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49582 members 
Mstep: Class 2 contains 49209 members 
Entering Unmasked Estep 
Score: -12378902.000000 Penalty: 3737.747559
	Iteration 82Q: 3 clusters Score -1.23789e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 49215 members 
Entering Unmasked Estep 
Score: -12378900.000000 Penalty: 3737.747559
	Iteration 83Q: 3 clusters Score -1.23789e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49574 members 
Mstep: Class 2 contains 49217 members 
Entering Unmasked Estep 
Score: -12378885.000000 Penalty: 3737.747559
	Iteration 84Q: 3 clusters Score -1.237888e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49582 members 
Mstep: Class 2 contains 49209 members 
Entering Unmasked Estep 
Score: -12378887.000000 Penalty: 3737.747559
	Iteration 85Q: 3 clusters Score -1.237889e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49578 members 
Mstep: Class 2 contains 49213 members 
Entering Unmasked Estep 
Score: -12378878.000000 Penalty: 3737.747559
	Iteration 86Q: 3 clusters Score -1.237888e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49578 members 
Mstep: Class 2 contains 49213 members 
Entering Unmasked Estep 
Score: -12378888.000000 Penalty: 3737.747559
	Iteration 87Q: 3 clusters Score -1.237889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49577 members 
Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
Score: -12378891.000000 Penalty: 3737.747559
	Iteration 88Q: 3 clusters Score -1.237889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49573 members 
Mstep: Class 2 contains 49218 members 
Entering Unmasked Estep 
Score: -12378898.000000 Penalty: 3737.747559
	Iteration 89Q: 3 clusters Score -1.23789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49573 members 
Mstep: Class 2 contains 49218 members 
Entering Unmasked Estep 
Score: -12378901.000000 Penalty: 3737.747559
	Iteration 90Q: 3 clusters Score -1.23789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49569 members 
Mstep: Class 2 contains 49222 members 
Entering Unmasked Estep 
Score: -12378897.000000 Penalty: 3737.747559
	Iteration 91Q: 3 clusters Score -1.23789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49567 members 
Mstep: Class 2 contains 49224 members 
Entering Unmasked Estep 
Score: -12378895.000000 Penalty: 3737.747559
	Iteration 92Q: 3 clusters Score -1.23789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49563 members 
Mstep: Class 2 contains 49228 members 
Entering Unmasked Estep 
Score: -12378903.000000 Penalty: 3737.747559
	Iteration 93Q: 3 clusters Score -1.23789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49557 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
Score: -12378913.000000 Penalty: 3737.747559
	Iteration 94Q: 3 clusters Score -1.237891e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49557 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
Score: -12378891.000000 Penalty: 3737.747559
	Iteration 95Q: 3 clusters Score -1.237889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49557 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
Score: -12378888.000000 Penalty: 3737.747559
	Iteration 96Q: 3 clusters Score -1.237889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49554 members 
Mstep: Class 2 contains 49237 members 
Entering Unmasked Estep 
Score: -12378893.000000 Penalty: 3737.747559
	Iteration 97Q: 3 clusters Score -1.237889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49549 members 
Mstep: Class 2 contains 49242 members 
Entering Unmasked Estep 
Score: -12378892.000000 Penalty: 3737.747559
	Iteration 98Q: 3 clusters Score -1.237889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49546 members 
Mstep: Class 2 contains 49245 members 
Entering Unmasked Estep 
Score: -12378893.000000 Penalty: 3737.747559
	Iteration 99Q: 3 clusters Score -1.237889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49541 members 
Mstep: Class 2 contains 49250 members 
Entering Unmasked Estep 
Score: -12378890.000000 Penalty: 3737.747559
	Iteration 100F: 3 clusters Score -1.237889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49538 members 
Mstep: Class 2 contains 49253 members 
Entering Unmasked Estep 
Score: -12378890.000000 Penalty: 3737.747559
	Iteration 101Q: 3 clusters Score -1.237889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 49258 members 
Entering Unmasked Estep 
Score: -12378895.000000 Penalty: 3737.747559
	Iteration 102Q: 3 clusters Score -1.23789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49526 members 
Mstep: Class 2 contains 49265 members 
Entering Unmasked Estep 
Score: -12378883.000000 Penalty: 3737.747559
	Iteration 103Q: 3 clusters Score -1.237888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -12378878.000000 Penalty: 3737.747559
	Iteration 104Q: 3 clusters Score -1.237888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49514 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -12378868.000000 Penalty: 3737.747559
	Iteration 105Q: 3 clusters Score -1.237887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49511 members 
Mstep: Class 2 contains 49280 members 
Entering Unmasked Estep 
Score: -12378868.000000 Penalty: 3737.747559
	Iteration 106Q: 3 clusters Score -1.237887e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49509 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -12378866.000000 Penalty: 3737.747559
	Iteration 107Q: 3 clusters Score -1.237887e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49504 members 
Mstep: Class 2 contains 49287 members 
Entering Unmasked Estep 
Score: -12378863.000000 Penalty: 3737.747559
	Iteration 108Q: 3 clusters Score -1.237886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49500 members 
Mstep: Class 2 contains 49291 members 
Entering Unmasked Estep 
Score: -12378867.000000 Penalty: 3737.747559
	Iteration 109Q: 3 clusters Score -1.237887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 49294 members 
Entering Unmasked Estep 
Score: -12378868.000000 Penalty: 3737.747559
	Iteration 110Q: 3 clusters Score -1.237887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49493 members 
Mstep: Class 2 contains 49298 members 
Entering Unmasked Estep 
Score: -12378874.000000 Penalty: 3737.747559
	Iteration 111Q: 3 clusters Score -1.237887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49492 members 
Mstep: Class 2 contains 49299 members 
Entering Unmasked Estep 
Score: -12378875.000000 Penalty: 3737.747559
	Iteration 112Q: 3 clusters Score -1.237888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49491 members 
Mstep: Class 2 contains 49300 members 
Entering Unmasked Estep 
Score: -12378877.000000 Penalty: 3737.747559
	Iteration 113Q: 3 clusters Score -1.237888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -12378881.000000 Penalty: 3737.747559
	Iteration 114Q: 3 clusters Score -1.237888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49486 members 
Mstep: Class 2 contains 49305 members 
Entering Unmasked Estep 
Score: -12378884.000000 Penalty: 3737.747559
	Iteration 115Q: 3 clusters Score -1.237888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49485 members 
Mstep: Class 2 contains 49306 members 
Entering Unmasked Estep 
Score: -12378880.000000 Penalty: 3737.747559
	Iteration 116Q: 3 clusters Score -1.237888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49485 members 
Mstep: Class 2 contains 49306 members 
Entering Unmasked Estep 
Score: -12378880.000000 Penalty: 3737.747559
	Iteration 117F: 3 clusters Score -1.237888e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Entering Unmasked Estep 
Score: -1017931.187500 Penalty: 1463.736938
	Iteration 0F: 2 clusters Score -1017931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1011942.687500 Penalty: 2927.473877
	Iteration 0F: 3 clusters Score -1011943 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1013822.000000 Penalty: 2927.473877
	Iteration 1F: 3 clusters Score -1013822 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1014049.562500 Penalty: 2927.473877
	Iteration 2F: 3 clusters Score -1014050 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1014244.062500 Penalty: 2927.473877
	Iteration 3F: 3 clusters Score -1014244 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1014457.625000 Penalty: 2927.473877
	Iteration 4F: 3 clusters Score -1014458 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1014688.562500 Penalty: 2927.473877
	Iteration 5F: 3 clusters Score -1014689 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1014936.437500 Penalty: 2927.473877
	Iteration 6F: 3 clusters Score -1014936 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1015202.875000 Penalty: 2927.473877
	Iteration 7F: 3 clusters Score -1015203 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1015467.312500 Penalty: 2927.473877
	Iteration 8Q: 3 clusters Score -1015467 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1015713.562500 Penalty: 2927.473877
	Iteration 9Q: 3 clusters Score -1015714 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1015917.375000 Penalty: 2927.473877
	Iteration 10Q: 3 clusters Score -1015917 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1016067.437500 Penalty: 2927.473877
	Iteration 11Q: 3 clusters Score -1016067 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1016189.687500 Penalty: 2927.473877
	Iteration 12Q: 3 clusters Score -1016190 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1016276.750000 Penalty: 2927.473877
	Iteration 13Q: 3 clusters Score -1016277 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1016358.375000 Penalty: 2927.473877
	Iteration 14Q: 3 clusters Score -1016358 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1016421.812500 Penalty: 2927.473877
	Iteration 15Q: 3 clusters Score -1016422 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1016480.812500 Penalty: 2927.473877
	Iteration 16Q: 3 clusters Score -1016481 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1016533.375000 Penalty: 2927.473877
	Iteration 17Q: 3 clusters Score -1016533 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1016576.187500 Penalty: 2927.473877
	Iteration 18Q: 3 clusters Score -1016576 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1016607.750000 Penalty: 2927.473877
	Iteration 19Q: 3 clusters Score -1016608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1016641.312500 Penalty: 2927.473877
	Iteration 20F: 3 clusters Score -1016641 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1016669.125000 Penalty: 2927.473877
	Iteration 21Q: 3 clusters Score -1016669 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1016691.937500 Penalty: 2927.473877
	Iteration 22Q: 3 clusters Score -1016692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1016710.687500 Penalty: 2927.473877
	Iteration 23Q: 3 clusters Score -1016711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1016733.937500 Penalty: 2927.473877
	Iteration 24Q: 3 clusters Score -1016734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1016744.187500 Penalty: 2927.473877
	Iteration 25Q: 3 clusters Score -1016744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1016752.750000 Penalty: 2927.473877
	Iteration 26Q: 3 clusters Score -1016753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1016755.562500 Penalty: 2927.473877
	Iteration 27Q: 3 clusters Score -1016756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1016758.812500 Penalty: 2927.473877
	Iteration 28Q: 3 clusters Score -1016759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1016759.125000 Penalty: 2927.473877
	Iteration 29Q: 3 clusters Score -1016759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1016762.562500 Penalty: 2927.473877
	Iteration 30Q: 3 clusters Score -1016763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1016762.562500 Penalty: 2927.473877
	Iteration 31F: 3 clusters Score -1016763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Entering Unmasked Estep 
Score: -822204.187500 Penalty: 1438.743896
	Iteration 0F: 2 clusters Score -822204.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -816943.437500 Penalty: 2877.487793
	Iteration 0F: 3 clusters Score -816943.4 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -818705.000000 Penalty: 2877.487793
	Iteration 1F: 3 clusters Score -818705 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -819140.687500 Penalty: 2877.487793
	Iteration 2F: 3 clusters Score -819140.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -819609.812500 Penalty: 2877.487793
	Iteration 3F: 3 clusters Score -819609.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -820053.812500 Penalty: 2877.487793
	Iteration 4F: 3 clusters Score -820053.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -820391.250000 Penalty: 2877.487793
	Iteration 5F: 3 clusters Score -820391.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -820616.250000 Penalty: 2877.487793
	Iteration 6F: 3 clusters Score -820616.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -820777.875000 Penalty: 2877.487793
	Iteration 7Q: 3 clusters Score -820777.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -820893.062500 Penalty: 2877.487793
	Iteration 8Q: 3 clusters Score -820893.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -820999.812500 Penalty: 2877.487793
	Iteration 9Q: 3 clusters Score -820999.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -821088.812500 Penalty: 2877.487793
	Iteration 10Q: 3 clusters Score -821088.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -821164.562500 Penalty: 2877.487793
	Iteration 11Q: 3 clusters Score -821164.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -821233.125000 Penalty: 2877.487793
	Iteration 12Q: 3 clusters Score -821233.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -821310.875000 Penalty: 2877.487793
	Iteration 13Q: 3 clusters Score -821310.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -821396.125000 Penalty: 2877.487793
	Iteration 14Q: 3 clusters Score -821396.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -821470.437500 Penalty: 2877.487793
	Iteration 15Q: 3 clusters Score -821470.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -821540.437500 Penalty: 2877.487793
	Iteration 16Q: 3 clusters Score -821540.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -821619.312500 Penalty: 2877.487793
	Iteration 17Q: 3 clusters Score -821619.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -821697.312500 Penalty: 2877.487793
	Iteration 18Q: 3 clusters Score -821697.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -821796.812500 Penalty: 2877.487793
	Iteration 19Q: 3 clusters Score -821796.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -821923.375000 Penalty: 2877.487793
	Iteration 20F: 3 clusters Score -821923.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -822068.812500 Penalty: 2877.487793
	Iteration 21Q: 3 clusters Score -822068.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -822143.437500 Penalty: 2877.487793
	Iteration 22Q: 3 clusters Score -822143.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -822185.187500 Penalty: 2877.487793
	Iteration 23Q: 3 clusters Score -822185.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -822206.062500 Penalty: 2877.487793
	Iteration 24Q: 3 clusters Score -822206.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -822233.250000 Penalty: 2877.487793
	Iteration 25Q: 3 clusters Score -822233.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -822258.750000 Penalty: 2877.487793
	Iteration 26Q: 3 clusters Score -822258.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -822279.687500 Penalty: 2877.487793
	Iteration 27Q: 3 clusters Score -822279.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -822308.000000 Penalty: 2877.487793
	Iteration 28Q: 3 clusters Score -822308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -822339.312500 Penalty: 2877.487793
	Iteration 29Q: 3 clusters Score -822339.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -822376.312500 Penalty: 2877.487793
	Iteration 30Q: 3 clusters Score -822376.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -822403.500000 Penalty: 2877.487793
	Iteration 31Q: 3 clusters Score -822403.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -822421.375000 Penalty: 2877.487793
	Iteration 32Q: 3 clusters Score -822421.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -822429.562500 Penalty: 2877.487793
	Iteration 33Q: 3 clusters Score -822429.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -822436.750000 Penalty: 2877.487793
	Iteration 34Q: 3 clusters Score -822436.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -822438.437500 Penalty: 2877.487793
	Iteration 35Q: 3 clusters Score -822438.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -822440.312500 Penalty: 2877.487793
	Iteration 36Q: 3 clusters Score -822440.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -822440.312500 Penalty: 2877.487793
	Iteration 37F: 3 clusters Score -822440.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105039 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58496 members 
Mstep: Class 6 contains 26125 members 
Mstep: Class 7 contains 10223 members 
Mstep: Class 8 contains 95861 members 
Mstep: Class 9 contains 98791 members 
Mstep: Class 10 contains 8165 members 
Mstep: Class 11 contains 6335 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66224 members 
Mstep: Class 14 contains 35219 members 
Mstep: Class 15 contains 105475 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14071 members 
Mstep: Class 20 contains 6374 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16292 members 
Mstep: Class 23 contains 96547 members 
Mstep: Class 24 contains 69331 members 
Mstep: Class 25 contains 32121 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6993 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6661 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Mstep: Class 41 contains 666 members 
Entering Unmasked Estep 
Score: -111787760.000000 Penalty: 91479.007812
Splitting cluster 11 changes total score from -111788320.000000 to -111787760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -105675.320312 Penalty: 1126.997681
	Iteration 0F: 2 clusters Score -105675.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -104222.234375 Penalty: 2253.995361
	Iteration 0F: 3 clusters Score -104222.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -104538.734375 Penalty: 2253.995361
	Iteration 1F: 3 clusters Score -104538.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -104658.859375 Penalty: 2253.995361
	Iteration 2F: 3 clusters Score -104658.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -104758.062500 Penalty: 2253.995361
	Iteration 3F: 3 clusters Score -104758.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -104826.703125 Penalty: 2253.995361
	Iteration 4Q: 3 clusters Score -104826.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -104888.773438 Penalty: 2253.995361
	Iteration 5Q: 3 clusters Score -104888.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -104949.304688 Penalty: 2253.995361
	Iteration 6Q: 3 clusters Score -104949.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -104992.921875 Penalty: 2253.995361
	Iteration 7Q: 3 clusters Score -104992.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -105025.062500 Penalty: 2253.995361
	Iteration 8Q: 3 clusters Score -105025.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -105043.523438 Penalty: 2253.995361
	Iteration 9Q: 3 clusters Score -105043.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -105063.312500 Penalty: 2253.995361
	Iteration 10Q: 3 clusters Score -105063.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -105071.960938 Penalty: 2253.995361
	Iteration 11Q: 3 clusters Score -105072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -105079.023438 Penalty: 2253.995361
	Iteration 12Q: 3 clusters Score -105079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -105082.875000 Penalty: 2253.995361
	Iteration 13Q: 3 clusters Score -105082.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -105083.578125 Penalty: 2253.995361
	Iteration 14Q: 3 clusters Score -105083.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -105086.609375 Penalty: 2253.995361
	Iteration 15F: 3 clusters Score -105086.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -105089.554688 Penalty: 2253.995361
	Iteration 16Q: 3 clusters Score -105089.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -105090.984375 Penalty: 2253.995361
	Iteration 17Q: 3 clusters Score -105091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -105091.906250 Penalty: 2253.995361
	Iteration 18Q: 3 clusters Score -105091.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -105093.765625 Penalty: 2253.995361
	Iteration 19Q: 3 clusters Score -105093.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -105095.437500 Penalty: 2253.995361
	Iteration 20F: 3 clusters Score -105095.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -105095.835938 Penalty: 2253.995361
	Iteration 21Q: 3 clusters Score -105095.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -105095.835938 Penalty: 2253.995361
	Iteration 22F: 3 clusters Score -105095.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (66224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66224 members 
Entering Unmasked Estep 
Score: -8388958.000000 Penalty: 1803.879761
	Iteration 0F: 2 clusters Score -8388958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -8365388 nChanged 2699
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Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -8366524 nChanged 3119
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Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -8368218 nChanged 3635
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Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -8370622 nChanged 4154
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Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -8373842 nChanged 4135
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Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -8376582 nChanged 3360
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Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -8378204 nChanged 2172
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Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8378808 nChanged 1260
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Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8379118 nChanged 876
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Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8379308 nChanged 791
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8379466 nChanged 772
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8379660 nChanged 709
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8379814 nChanged 744
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Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8379916 nChanged 710
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Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8380074 nChanged 675
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Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8380239 nChanged 625
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Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8380350 nChanged 573
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Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8380440 nChanged 536
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Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8380559 nChanged 499
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Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8380612 nChanged 433
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Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8380650 nChanged 418
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Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8380699 nChanged 407
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Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8380748 nChanged 366
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Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8380848 nChanged 351
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Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8380912 nChanged 355
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Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39361 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8381067 nChanged 344
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Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8381101 nChanged 360
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8381142 nChanged 329
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Mstep: Class 1 contains 40555 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8381198 nChanged 325
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Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8381196 nChanged 343
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Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8381204 nChanged 365
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Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8381250 nChanged 359
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Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8381312 nChanged 351
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Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8381343 nChanged 379
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Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8381392 nChanged 402
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Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8381438 nChanged 432
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Mstep: Class 1 contains 43367 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8381518 nChanged 488
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Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8381625 nChanged 510
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Mstep: Class 1 contains 44355 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8381727 nChanged 525
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8381793 nChanged 569
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8381872 nChanged 586
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Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8381990 nChanged 615
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Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8382117 nChanged 624
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Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8382284 nChanged 633
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8382374 nChanged 683
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48574 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8382493 nChanged 714
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Mstep: Class 1 contains 49288 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8382670 nChanged 716
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50004 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8382822 nChanged 731
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8382995 nChanged 738
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51471 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8383180 nChanged 772
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52243 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8383407 nChanged 814
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Mstep: Class 1 contains 53057 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8383586 nChanged 820
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Mstep: Class 1 contains 53877 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8383797 nChanged 820
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Mstep: Class 1 contains 54697 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8383974 nChanged 809
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55506 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8384261 nChanged 819
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Mstep: Class 1 contains 56325 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8384476 nChanged 798
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57123 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8384736 nChanged 787
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Mstep: Class 1 contains 57910 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8384958 nChanged 763
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58673 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8385246 nChanged 687
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Mstep: Class 1 contains 59360 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8385476 nChanged 619
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59979 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8385682 nChanged 579
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Mstep: Class 1 contains 60558 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8385876 nChanged 594
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61150 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8386082 nChanged 534
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Mstep: Class 1 contains 61684 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8386287 nChanged 495
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Mstep: Class 1 contains 62177 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8386484 nChanged 453
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Mstep: Class 1 contains 62628 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8386635 nChanged 415
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Mstep: Class 1 contains 63039 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8386806 nChanged 362
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Mstep: Class 1 contains 63401 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8386950 nChanged 288
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Mstep: Class 1 contains 63689 members 
Mstep: Class 2 contains 2535 members 
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	Iteration 77Q: 3 clusters Score -8387049 nChanged 262
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8387134 nChanged 217
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Mstep: Class 1 contains 64166 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8387174 nChanged 163
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Mstep: Class 1 contains 64329 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -8387237.500000 Penalty: 3607.759521
	Iteration 80F: 3 clusters Score -8387238 nChanged 150
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Mstep: Class 1 contains 64479 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8387286 nChanged 114
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Mstep: Class 1 contains 64593 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8387338 nChanged 93
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Mstep: Class 1 contains 64686 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8387380 nChanged 75
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Mstep: Class 1 contains 64761 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8387398 nChanged 68
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Mstep: Class 1 contains 64829 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8387422 nChanged 50
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Mstep: Class 1 contains 64879 members 
Mstep: Class 2 contains 1345 members 
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	Iteration 86Q: 3 clusters Score -8387451 nChanged 44
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Mstep: Class 1 contains 64921 members 
Mstep: Class 2 contains 1303 members 
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	Iteration 87Q: 3 clusters Score -8387480 nChanged 34
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Mstep: Class 1 contains 64955 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -8387487.500000 Penalty: 3607.759521
	Iteration 88Q: 3 clusters Score -8387488 nChanged 30
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Mstep: Class 1 contains 64983 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8387481 nChanged 26
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Mstep: Class 1 contains 65009 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8387486 nChanged 22
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Mstep: Class 1 contains 65031 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8387502 nChanged 22
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Mstep: Class 1 contains 65053 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8387512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65064 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -8387506.500000 Penalty: 3607.759521
	Iteration 93Q: 3 clusters Score -8387506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65074 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -8387508.500000 Penalty: 3607.759521
	Iteration 94Q: 3 clusters Score -8387508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65084 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -8387500.000000 Penalty: 3607.759521
	Iteration 95Q: 3 clusters Score -8387500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65091 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -8387503.000000 Penalty: 3607.759521
	Iteration 96Q: 3 clusters Score -8387503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65102 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -8387510.500000 Penalty: 3607.759521
	Iteration 97Q: 3 clusters Score -8387510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65115 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -8387514.000000 Penalty: 3607.759521
	Iteration 98Q: 3 clusters Score -8387514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65134 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -8387513.000000 Penalty: 3607.759521
	Iteration 99Q: 3 clusters Score -8387513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65149 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -8387521.500000 Penalty: 3607.759521
	Iteration 100F: 3 clusters Score -8387522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65164 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -8387525.500000 Penalty: 3607.759521
	Iteration 101Q: 3 clusters Score -8387526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65173 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -8387525.000000 Penalty: 3607.759521
	Iteration 102Q: 3 clusters Score -8387525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65181 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -8387523.500000 Penalty: 3607.759521
	Iteration 103Q: 3 clusters Score -8387524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65189 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8387520.500000 Penalty: 3607.759521
	Iteration 104Q: 3 clusters Score -8387520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65196 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -8387520.500000 Penalty: 3607.759521
	Iteration 105Q: 3 clusters Score -8387520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65208 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -8387536.000000 Penalty: 3607.759521
	Iteration 106Q: 3 clusters Score -8387536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65220 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8387535.000000 Penalty: 3607.759521
	Iteration 107Q: 3 clusters Score -8387535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65229 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8387542.000000 Penalty: 3607.759521
	Iteration 108Q: 3 clusters Score -8387542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65232 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -8387539.000000 Penalty: 3607.759521
	Iteration 109Q: 3 clusters Score -8387539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65236 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8387537.500000 Penalty: 3607.759521
	Iteration 110Q: 3 clusters Score -8387538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65241 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8387534.000000 Penalty: 3607.759521
	Iteration 111Q: 3 clusters Score -8387534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65250 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -8387536.000000 Penalty: 3607.759521
	Iteration 112Q: 3 clusters Score -8387536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65256 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -8387549.000000 Penalty: 3607.759521
	Iteration 113Q: 3 clusters Score -8387549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65260 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8387542.500000 Penalty: 3607.759521
	Iteration 114Q: 3 clusters Score -8387542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65263 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -8387549.500000 Penalty: 3607.759521
	Iteration 115Q: 3 clusters Score -8387550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65270 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -8387551.000000 Penalty: 3607.759521
	Iteration 116Q: 3 clusters Score -8387551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65274 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8387550.500000 Penalty: 3607.759521
	Iteration 117Q: 3 clusters Score -8387550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65280 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -8387555.500000 Penalty: 3607.759521
	Iteration 118Q: 3 clusters Score -8387556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65286 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -8387559.000000 Penalty: 3607.759521
	Iteration 119Q: 3 clusters Score -8387559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65291 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8387551.000000 Penalty: 3607.759521
	Iteration 120F: 3 clusters Score -8387551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65294 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -8387554.000000 Penalty: 3607.759521
	Iteration 121Q: 3 clusters Score -8387554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65298 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8387556.500000 Penalty: 3607.759521
	Iteration 122Q: 3 clusters Score -8387556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65302 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8387562.000000 Penalty: 3607.759521
	Iteration 123Q: 3 clusters Score -8387562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65305 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -8387563.000000 Penalty: 3607.759521
	Iteration 124Q: 3 clusters Score -8387563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65309 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8387563.500000 Penalty: 3607.759521
	Iteration 125Q: 3 clusters Score -8387564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65311 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -8387565.500000 Penalty: 3607.759521
	Iteration 126Q: 3 clusters Score -8387566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65311 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -8387565.500000 Penalty: 3607.759521
	Iteration 127F: 3 clusters Score -8387566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Entering Unmasked Estep 
Score: -4329195.500000 Penalty: 1701.267944
	Iteration 0F: 2 clusters Score -4329196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -4305641.500000 Penalty: 3402.535889
	Iteration 0F: 3 clusters Score -4305642 nChanged 16238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -4315015.000000 Penalty: 3402.535889
	Iteration 1F: 3 clusters Score -4315015 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -4315765.500000 Penalty: 3402.535889
	Iteration 2Q: 3 clusters Score -4315766 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -4316644.500000 Penalty: 3402.535889
	Iteration 3F: 3 clusters Score -4316644 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -4317728.500000 Penalty: 3402.535889
	Iteration 4F: 3 clusters Score -4317728 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -4319051.000000 Penalty: 3402.535889
	Iteration 5F: 3 clusters Score -4319051 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -4320669.500000 Penalty: 3402.535889
	Iteration 6F: 3 clusters Score -4320670 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -4322322.000000 Penalty: 3402.535889
	Iteration 7F: 3 clusters Score -4322322 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -4323700.000000 Penalty: 3402.535889
	Iteration 8Q: 3 clusters Score -4323700 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -4324695.000000 Penalty: 3402.535889
	Iteration 9Q: 3 clusters Score -4324695 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -4325438.000000 Penalty: 3402.535889
	Iteration 10Q: 3 clusters Score -4325438 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -4325962.500000 Penalty: 3402.535889
	Iteration 11Q: 3 clusters Score -4325962 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -4326383.500000 Penalty: 3402.535889
	Iteration 12Q: 3 clusters Score -4326384 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -4326662.500000 Penalty: 3402.535889
	Iteration 13Q: 3 clusters Score -4326662 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -4326839.000000 Penalty: 3402.535889
	Iteration 14Q: 3 clusters Score -4326839 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -4326968.500000 Penalty: 3402.535889
	Iteration 15Q: 3 clusters Score -4326968 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -4327097.500000 Penalty: 3402.535889
	Iteration 16Q: 3 clusters Score -4327098 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -4327200.000000 Penalty: 3402.535889
	Iteration 17Q: 3 clusters Score -4327200 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -4327300.000000 Penalty: 3402.535889
	Iteration 18Q: 3 clusters Score -4327300 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -4327366.500000 Penalty: 3402.535889
	Iteration 19Q: 3 clusters Score -4327366 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -4327419.000000 Penalty: 3402.535889
	Iteration 20F: 3 clusters Score -4327419 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -4327463.000000 Penalty: 3402.535889
	Iteration 21Q: 3 clusters Score -4327463 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -4327504.500000 Penalty: 3402.535889
	Iteration 22Q: 3 clusters Score -4327504 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -4327557.500000 Penalty: 3402.535889
	Iteration 23Q: 3 clusters Score -4327558 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -4327593.500000 Penalty: 3402.535889
	Iteration 24Q: 3 clusters Score -4327594 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -4327637.500000 Penalty: 3402.535889
	Iteration 25Q: 3 clusters Score -4327638 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -4327662.500000 Penalty: 3402.535889
	Iteration 26Q: 3 clusters Score -4327662 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -4327688.500000 Penalty: 3402.535889
	Iteration 27Q: 3 clusters Score -4327688 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -4327714.500000 Penalty: 3402.535889
	Iteration 28Q: 3 clusters Score -4327714 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -4327736.500000 Penalty: 3402.535889
	Iteration 29Q: 3 clusters Score -4327736 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -4327748.000000 Penalty: 3402.535889
	Iteration 30Q: 3 clusters Score -4327748 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -4327758.000000 Penalty: 3402.535889
	Iteration 31Q: 3 clusters Score -4327758 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -4327767.000000 Penalty: 3402.535889
	Iteration 32Q: 3 clusters Score -4327767 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -4327780.500000 Penalty: 3402.535889
	Iteration 33Q: 3 clusters Score -4327780 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -4327792.000000 Penalty: 3402.535889
	Iteration 34Q: 3 clusters Score -4327792 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -4327798.500000 Penalty: 3402.535889
	Iteration 35Q: 3 clusters Score -4327798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -4327817.500000 Penalty: 3402.535889
	Iteration 36Q: 3 clusters Score -4327818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -4327817.000000 Penalty: 3402.535889
	Iteration 37Q: 3 clusters Score -4327817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -4327822.500000 Penalty: 3402.535889
	Iteration 38Q: 3 clusters Score -4327822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -4327826.500000 Penalty: 3402.535889
	Iteration 39Q: 3 clusters Score -4327826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -4327828.000000 Penalty: 3402.535889
	Iteration 40F: 3 clusters Score -4327828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -4327835.000000 Penalty: 3402.535889
	Iteration 41Q: 3 clusters Score -4327835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -4327840.000000 Penalty: 3402.535889
	Iteration 42Q: 3 clusters Score -4327840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -4327848.500000 Penalty: 3402.535889
	Iteration 43Q: 3 clusters Score -4327848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -4327858.000000 Penalty: 3402.535889
	Iteration 44Q: 3 clusters Score -4327858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -4327866.500000 Penalty: 3402.535889
	Iteration 45Q: 3 clusters Score -4327866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -4327870.000000 Penalty: 3402.535889
	Iteration 46Q: 3 clusters Score -4327870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -4327867.000000 Penalty: 3402.535889
	Iteration 47Q: 3 clusters Score -4327867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -4327869.000000 Penalty: 3402.535889
	Iteration 48Q: 3 clusters Score -4327869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -4327873.000000 Penalty: 3402.535889
	Iteration 49Q: 3 clusters Score -4327873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -4327874.500000 Penalty: 3402.535889
	Iteration 50Q: 3 clusters Score -4327874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -4327881.500000 Penalty: 3402.535889
	Iteration 51Q: 3 clusters Score -4327882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -4327884.500000 Penalty: 3402.535889
	Iteration 52Q: 3 clusters Score -4327884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -4327893.000000 Penalty: 3402.535889
	Iteration 53Q: 3 clusters Score -4327893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -4327894.000000 Penalty: 3402.535889
	Iteration 54Q: 3 clusters Score -4327894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -4327897.000000 Penalty: 3402.535889
	Iteration 55Q: 3 clusters Score -4327897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -4327900.500000 Penalty: 3402.535889
	Iteration 56Q: 3 clusters Score -4327900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -4327903.500000 Penalty: 3402.535889
	Iteration 57Q: 3 clusters Score -4327904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -4327906.000000 Penalty: 3402.535889
	Iteration 58Q: 3 clusters Score -4327906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -4327908.500000 Penalty: 3402.535889
	Iteration 59Q: 3 clusters Score -4327908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -4327909.500000 Penalty: 3402.535889
	Iteration 60F: 3 clusters Score -4327910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -4327913.500000 Penalty: 3402.535889
	Iteration 61Q: 3 clusters Score -4327914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -4327912.500000 Penalty: 3402.535889
	Iteration 62Q: 3 clusters Score -4327912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -4327918.000000 Penalty: 3402.535889
	Iteration 63Q: 3 clusters Score -4327918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -4327919.500000 Penalty: 3402.535889
	Iteration 64Q: 3 clusters Score -4327920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -4327921.500000 Penalty: 3402.535889
	Iteration 65Q: 3 clusters Score -4327922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -4327920.000000 Penalty: 3402.535889
	Iteration 66Q: 3 clusters Score -4327920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -4327920.000000 Penalty: 3402.535889
	Iteration 67F: 3 clusters Score -4327920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (105475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105475 members 
Entering Unmasked Estep 
Score: -13226708.000000 Penalty: 1879.512207
	Iteration 0F: 2 clusters Score -1.322671e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52961 members 
Mstep: Class 2 contains 52514 members 
Entering Unmasked Estep 
Score: -13158255.000000 Penalty: 3759.024414
	Iteration 0F: 3 clusters Score -1.315826e+07 nChanged 50419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 50111 members 
Entering Unmasked Estep 
Score: -13187516.000000 Penalty: 3759.024414
	Iteration 1F: 3 clusters Score -1.318752e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56501 members 
Mstep: Class 2 contains 48974 members 
Entering Unmasked Estep 
Score: -13188356.000000 Penalty: 3759.024414
	Iteration 2Q: 3 clusters Score -1.318836e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58146 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -13189452.000000 Penalty: 3759.024414
	Iteration 3Q: 3 clusters Score -1.318945e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60245 members 
Mstep: Class 2 contains 45230 members 
Entering Unmasked Estep 
Score: -13191050.000000 Penalty: 3759.024414
	Iteration 4Q: 3 clusters Score -1.319105e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62863 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -13194041.000000 Penalty: 3759.024414
	Iteration 5F: 3 clusters Score -1.319404e+07 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65416 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -13199002.000000 Penalty: 3759.024414
	Iteration 6F: 3 clusters Score -1.3199e+07 nChanged 8553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66717 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -13205313.000000 Penalty: 3759.024414
	Iteration 7F: 3 clusters Score -1.320531e+07 nChanged 7832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65905 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -13209694.000000 Penalty: 3759.024414
	Iteration 8F: 3 clusters Score -1.320969e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63817 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -13211399.000000 Penalty: 3759.024414
	Iteration 9F: 3 clusters Score -1.32114e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61524 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -13212221.000000 Penalty: 3759.024414
	Iteration 10Q: 3 clusters Score -1.321222e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59161 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -13212963.000000 Penalty: 3759.024414
	Iteration 11Q: 3 clusters Score -1.321296e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56603 members 
Mstep: Class 2 contains 48872 members 
Entering Unmasked Estep 
Score: -13213811.000000 Penalty: 3759.024414
	Iteration 12Q: 3 clusters Score -1.321381e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54090 members 
Mstep: Class 2 contains 51385 members 
Entering Unmasked Estep 
Score: -13214584.000000 Penalty: 3759.024414
	Iteration 13Q: 3 clusters Score -1.321458e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51455 members 
Mstep: Class 2 contains 54020 members 
Entering Unmasked Estep 
Score: -13215349.000000 Penalty: 3759.024414
	Iteration 14Q: 3 clusters Score -1.321535e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 56673 members 
Entering Unmasked Estep 
Score: -13215993.000000 Penalty: 3759.024414
	Iteration 15Q: 3 clusters Score -1.321599e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46144 members 
Mstep: Class 2 contains 59331 members 
Entering Unmasked Estep 
Score: -13216450.000000 Penalty: 3759.024414
	Iteration 16Q: 3 clusters Score -1.321645e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 61676 members 
Entering Unmasked Estep 
Score: -13216635.000000 Penalty: 3759.024414
	Iteration 17Q: 3 clusters Score -1.321664e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 64008 members 
Entering Unmasked Estep 
Score: -13216726.000000 Penalty: 3759.024414
	Iteration 18Q: 3 clusters Score -1.321673e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 66660 members 
Entering Unmasked Estep 
Score: -13216850.000000 Penalty: 3759.024414
	Iteration 19Q: 3 clusters Score -1.321685e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 69501 members 
Entering Unmasked Estep 
Score: -13216925.000000 Penalty: 3759.024414
	Iteration 20F: 3 clusters Score -1.321692e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 72563 members 
Entering Unmasked Estep 
Score: -13217122.000000 Penalty: 3759.024414
	Iteration 21Q: 3 clusters Score -1.321712e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 75841 members 
Entering Unmasked Estep 
Score: -13217207.000000 Penalty: 3759.024414
	Iteration 22Q: 3 clusters Score -1.321721e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 79159 members 
Entering Unmasked Estep 
Score: -13217457.000000 Penalty: 3759.024414
	Iteration 23Q: 3 clusters Score -1.321746e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 82563 members 
Entering Unmasked Estep 
Score: -13217788.000000 Penalty: 3759.024414
	Iteration 24Q: 3 clusters Score -1.321779e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 85934 members 
Entering Unmasked Estep 
Score: -13218184.000000 Penalty: 3759.024414
	Iteration 25Q: 3 clusters Score -1.321818e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 89453 members 
Entering Unmasked Estep 
Score: -13218811.000000 Penalty: 3759.024414
	Iteration 26Q: 3 clusters Score -1.321881e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 92908 members 
Entering Unmasked Estep 
Score: -13221837.000000 Penalty: 3759.024414
	Iteration 27Q: 3 clusters Score -1.322184e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 95385 members 
Entering Unmasked Estep 
Score: -13223568.000000 Penalty: 3759.024414
	Iteration 28Q: 3 clusters Score -1.322357e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 97219 members 
Entering Unmasked Estep 
Score: -13224499.000000 Penalty: 3759.024414
	Iteration 29Q: 3 clusters Score -1.32245e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 98561 members 
Entering Unmasked Estep 
Score: -13224960.000000 Penalty: 3759.024414
	Iteration 30Q: 3 clusters Score -1.322496e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 99594 members 
Entering Unmasked Estep 
Score: -13225318.000000 Penalty: 3759.024414
	Iteration 31Q: 3 clusters Score -1.322532e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 100436 members 
Entering Unmasked Estep 
Score: -13225509.000000 Penalty: 3759.024414
	Iteration 32Q: 3 clusters Score -1.322551e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 101055 members 
Entering Unmasked Estep 
Score: -13225626.000000 Penalty: 3759.024414
	Iteration 33Q: 3 clusters Score -1.322563e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 101516 members 
Entering Unmasked Estep 
Score: -13225660.000000 Penalty: 3759.024414
	Iteration 34Q: 3 clusters Score -1.322566e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 101886 members 
Entering Unmasked Estep 
Score: -13225780.000000 Penalty: 3759.024414
	Iteration 35Q: 3 clusters Score -1.322578e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 102166 members 
Entering Unmasked Estep 
Score: -13225782.000000 Penalty: 3759.024414
	Iteration 36Q: 3 clusters Score -1.322578e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 102394 members 
Entering Unmasked Estep 
Score: -13225754.000000 Penalty: 3759.024414
	Iteration 37Q: 3 clusters Score -1.322575e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 102582 members 
Entering Unmasked Estep 
Score: -13225769.000000 Penalty: 3759.024414
	Iteration 38Q: 3 clusters Score -1.322577e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 102740 members 
Entering Unmasked Estep 
Score: -13225827.000000 Penalty: 3759.024414
	Iteration 39Q: 3 clusters Score -1.322583e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 102882 members 
Entering Unmasked Estep 
Score: -13225843.000000 Penalty: 3759.024414
	Iteration 40F: 3 clusters Score -1.322584e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 103013 members 
Entering Unmasked Estep 
Score: -13225856.000000 Penalty: 3759.024414
	Iteration 41Q: 3 clusters Score -1.322586e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 103132 members 
Entering Unmasked Estep 
Score: -13225843.000000 Penalty: 3759.024414
	Iteration 42Q: 3 clusters Score -1.322584e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 103210 members 
Entering Unmasked Estep 
Score: -13225857.000000 Penalty: 3759.024414
	Iteration 43Q: 3 clusters Score -1.322586e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 103288 members 
Entering Unmasked Estep 
Score: -13225861.000000 Penalty: 3759.024414
	Iteration 44Q: 3 clusters Score -1.322586e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 103348 members 
Entering Unmasked Estep 
Score: -13225873.000000 Penalty: 3759.024414
	Iteration 45Q: 3 clusters Score -1.322587e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 103402 members 
Entering Unmasked Estep 
Score: -13225874.000000 Penalty: 3759.024414
	Iteration 46Q: 3 clusters Score -1.322587e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 103443 members 
Entering Unmasked Estep 
Score: -13225870.000000 Penalty: 3759.024414
	Iteration 47Q: 3 clusters Score -1.322587e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 103481 members 
Entering Unmasked Estep 
Score: -13225879.000000 Penalty: 3759.024414
	Iteration 48Q: 3 clusters Score -1.322588e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 103511 members 
Entering Unmasked Estep 
Score: -13225895.000000 Penalty: 3759.024414
	Iteration 49Q: 3 clusters Score -1.32259e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 103536 members 
Entering Unmasked Estep 
Score: -13225881.000000 Penalty: 3759.024414
	Iteration 50Q: 3 clusters Score -1.322588e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 103548 members 
Entering Unmasked Estep 
Score: -13225860.000000 Penalty: 3759.024414
	Iteration 51Q: 3 clusters Score -1.322586e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 103565 members 
Entering Unmasked Estep 
Score: -13225864.000000 Penalty: 3759.024414
	Iteration 52Q: 3 clusters Score -1.322586e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 103572 members 
Entering Unmasked Estep 
Score: -13225874.000000 Penalty: 3759.024414
	Iteration 53Q: 3 clusters Score -1.322587e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 103581 members 
Entering Unmasked Estep 
Score: -13225851.000000 Penalty: 3759.024414
	Iteration 54Q: 3 clusters Score -1.322585e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 103594 members 
Entering Unmasked Estep 
Score: -13225862.000000 Penalty: 3759.024414
	Iteration 55Q: 3 clusters Score -1.322586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 103603 members 
Entering Unmasked Estep 
Score: -13225863.000000 Penalty: 3759.024414
	Iteration 56Q: 3 clusters Score -1.322586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 103606 members 
Entering Unmasked Estep 
Score: -13225863.000000 Penalty: 3759.024414
	Iteration 57Q: 3 clusters Score -1.322586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 103607 members 
Entering Unmasked Estep 
Score: -13225864.000000 Penalty: 3759.024414
	Iteration 58Q: 3 clusters Score -1.322586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 103607 members 
Entering Unmasked Estep 
Score: -13225864.000000 Penalty: 3759.024414
	Iteration 59F: 3 clusters Score -1.322586e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Entering Unmasked Estep 
Score: -440003.812500 Penalty: 1327.517212
	Iteration 0F: 2 clusters Score -440003.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -436964.562500 Penalty: 2655.034424
	Iteration 0F: 3 clusters Score -436964.6 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -437942.968750 Penalty: 2655.034424
	Iteration 1F: 3 clusters Score -437943 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -438573.781250 Penalty: 2655.034424
	Iteration 2F: 3 clusters Score -438573.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -438940.375000 Penalty: 2655.034424
	Iteration 3F: 3 clusters Score -438940.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -439196.468750 Penalty: 2655.034424
	Iteration 4F: 3 clusters Score -439196.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -439392.906250 Penalty: 2655.034424
	Iteration 5F: 3 clusters Score -439392.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -439532.312500 Penalty: 2655.034424
	Iteration 6Q: 3 clusters Score -439532.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -439647.500000 Penalty: 2655.034424
	Iteration 7Q: 3 clusters Score -439647.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -439728.968750 Penalty: 2655.034424
	Iteration 8Q: 3 clusters Score -439729 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -439802.875000 Penalty: 2655.034424
	Iteration 9Q: 3 clusters Score -439802.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -439851.125000 Penalty: 2655.034424
	Iteration 10Q: 3 clusters Score -439851.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -439876.687500 Penalty: 2655.034424
	Iteration 11Q: 3 clusters Score -439876.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -439891.343750 Penalty: 2655.034424
	Iteration 12Q: 3 clusters Score -439891.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -439900.000000 Penalty: 2655.034424
	Iteration 13Q: 3 clusters Score -439900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -439909.375000 Penalty: 2655.034424
	Iteration 14Q: 3 clusters Score -439909.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -439915.375000 Penalty: 2655.034424
	Iteration 15Q: 3 clusters Score -439915.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -439920.875000 Penalty: 2655.034424
	Iteration 16Q: 3 clusters Score -439920.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -439927.531250 Penalty: 2655.034424
	Iteration 17Q: 3 clusters Score -439927.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -439930.687500 Penalty: 2655.034424
	Iteration 18Q: 3 clusters Score -439930.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -439934.281250 Penalty: 2655.034424
	Iteration 19Q: 3 clusters Score -439934.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -439937.562500 Penalty: 2655.034424
	Iteration 20F: 3 clusters Score -439937.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -439947.781250 Penalty: 2655.034424
	Iteration 21Q: 3 clusters Score -439947.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -439956.843750 Penalty: 2655.034424
	Iteration 22Q: 3 clusters Score -439956.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -439960.843750 Penalty: 2655.034424
	Iteration 23Q: 3 clusters Score -439960.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -439964.031250 Penalty: 2655.034424
	Iteration 24Q: 3 clusters Score -439964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -439965.468750 Penalty: 2655.034424
	Iteration 25Q: 3 clusters Score -439965.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -439965.468750 Penalty: 2655.034424
	Iteration 26Q: 3 clusters Score -439965.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -439965.468750 Penalty: 2655.034424
	Iteration 27F: 3 clusters Score -439965.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Entering Unmasked Estep 
Score: -853790.937500 Penalty: 1443.208130
	Iteration 0F: 2 clusters Score -853790.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -848514.875000 Penalty: 2886.416260
	Iteration 0F: 3 clusters Score -848514.9 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -850246.625000 Penalty: 2886.416260
	Iteration 1F: 3 clusters Score -850246.6 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -850663.312500 Penalty: 2886.416260
	Iteration 2F: 3 clusters Score -850663.3 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -850968.562500 Penalty: 2886.416260
	Iteration 3F: 3 clusters Score -850968.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -851223.625000 Penalty: 2886.416260
	Iteration 4F: 3 clusters Score -851223.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -851430.062500 Penalty: 2886.416260
	Iteration 5F: 3 clusters Score -851430.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -851586.125000 Penalty: 2886.416260
	Iteration 6Q: 3 clusters Score -851586.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -851710.937500 Penalty: 2886.416260
	Iteration 7Q: 3 clusters Score -851710.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -851808.687500 Penalty: 2886.416260
	Iteration 8Q: 3 clusters Score -851808.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -851870.062500 Penalty: 2886.416260
	Iteration 9Q: 3 clusters Score -851870.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -851916.375000 Penalty: 2886.416260
	Iteration 10Q: 3 clusters Score -851916.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -851965.250000 Penalty: 2886.416260
	Iteration 11Q: 3 clusters Score -851965.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -852016.875000 Penalty: 2886.416260
	Iteration 12Q: 3 clusters Score -852016.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -852061.125000 Penalty: 2886.416260
	Iteration 13Q: 3 clusters Score -852061.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -852083.312500 Penalty: 2886.416260
	Iteration 14Q: 3 clusters Score -852083.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -852109.875000 Penalty: 2886.416260
	Iteration 15Q: 3 clusters Score -852109.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -852129.062500 Penalty: 2886.416260
	Iteration 16Q: 3 clusters Score -852129.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -852144.687500 Penalty: 2886.416260
	Iteration 17Q: 3 clusters Score -852144.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -852160.187500 Penalty: 2886.416260
	Iteration 18Q: 3 clusters Score -852160.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -852176.687500 Penalty: 2886.416260
	Iteration 19Q: 3 clusters Score -852176.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -852188.250000 Penalty: 2886.416260
	Iteration 20F: 3 clusters Score -852188.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -852202.750000 Penalty: 2886.416260
	Iteration 21Q: 3 clusters Score -852202.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -852217.875000 Penalty: 2886.416260
	Iteration 22Q: 3 clusters Score -852217.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -852234.500000 Penalty: 2886.416260
	Iteration 23Q: 3 clusters Score -852234.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -852252.375000 Penalty: 2886.416260
	Iteration 24Q: 3 clusters Score -852252.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -852275.125000 Penalty: 2886.416260
	Iteration 25Q: 3 clusters Score -852275.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -852297.250000 Penalty: 2886.416260
	Iteration 26Q: 3 clusters Score -852297.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -852322.937500 Penalty: 2886.416260
	Iteration 27Q: 3 clusters Score -852322.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -852345.250000 Penalty: 2886.416260
	Iteration 28Q: 3 clusters Score -852345.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -852358.562500 Penalty: 2886.416260
	Iteration 29Q: 3 clusters Score -852358.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -852370.937500 Penalty: 2886.416260
	Iteration 30Q: 3 clusters Score -852370.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -852389.312500 Penalty: 2886.416260
	Iteration 31Q: 3 clusters Score -852389.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -852395.937500 Penalty: 2886.416260
	Iteration 32Q: 3 clusters Score -852395.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -852402.250000 Penalty: 2886.416260
	Iteration 33Q: 3 clusters Score -852402.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -852407.937500 Penalty: 2886.416260
	Iteration 34Q: 3 clusters Score -852407.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -852412.187500 Penalty: 2886.416260
	Iteration 35Q: 3 clusters Score -852412.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -852418.500000 Penalty: 2886.416260
	Iteration 36Q: 3 clusters Score -852418.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -852423.812500 Penalty: 2886.416260
	Iteration 37Q: 3 clusters Score -852423.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -852429.062500 Penalty: 2886.416260
	Iteration 38Q: 3 clusters Score -852429.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -852432.875000 Penalty: 2886.416260
	Iteration 39Q: 3 clusters Score -852432.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -852433.187500 Penalty: 2886.416260
	Iteration 40F: 3 clusters Score -852433.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -852437.500000 Penalty: 2886.416260
	Iteration 41Q: 3 clusters Score -852437.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -852436.562500 Penalty: 2886.416260
	Iteration 42Q: 3 clusters Score -852436.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -852439.562500 Penalty: 2886.416260
	Iteration 43Q: 3 clusters Score -852439.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -852439.437500 Penalty: 2886.416260
	Iteration 44Q: 3 clusters Score -852439.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -852442.375000 Penalty: 2886.416260
	Iteration 45Q: 3 clusters Score -852442.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -852442.875000 Penalty: 2886.416260
	Iteration 46Q: 3 clusters Score -852442.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -852443.687500 Penalty: 2886.416260
	Iteration 47Q: 3 clusters Score -852443.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -852443.125000 Penalty: 2886.416260
	Iteration 48Q: 3 clusters Score -852443.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -852444.687500 Penalty: 2886.416260
	Iteration 49Q: 3 clusters Score -852444.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -852444.750000 Penalty: 2886.416260
	Iteration 50Q: 3 clusters Score -852444.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -852444.437500 Penalty: 2886.416260
	Iteration 51Q: 3 clusters Score -852444.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -852445.312500 Penalty: 2886.416260
	Iteration 52Q: 3 clusters Score -852445.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -852445.187500 Penalty: 2886.416260
	Iteration 53Q: 3 clusters Score -852445.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -852445.312500 Penalty: 2886.416260
	Iteration 54Q: 3 clusters Score -852445.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -852445.375000 Penalty: 2886.416260
	Iteration 55Q: 3 clusters Score -852445.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -852446.562500 Penalty: 2886.416260
	Iteration 56Q: 3 clusters Score -852446.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -852447.875000 Penalty: 2886.416260
	Iteration 57Q: 3 clusters Score -852447.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -852448.625000 Penalty: 2886.416260
	Iteration 58Q: 3 clusters Score -852448.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -852447.750000 Penalty: 2886.416260
	Iteration 59Q: 3 clusters Score -852447.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -852448.937500 Penalty: 2886.416260
	Iteration 60F: 3 clusters Score -852448.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Entering Unmasked Estep 
Score: -1204879.250000 Penalty: 1492.165649
	Iteration 0F: 2 clusters Score -1204879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1197926.875000 Penalty: 2984.331299
	Iteration 0F: 3 clusters Score -1197927 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1200337.750000 Penalty: 2984.331299
	Iteration 1F: 3 clusters Score -1200338 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1200687.125000 Penalty: 2984.331299
	Iteration 2F: 3 clusters Score -1200687 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1200990.125000 Penalty: 2984.331299
	Iteration 3F: 3 clusters Score -1200990 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1201333.375000 Penalty: 2984.331299
	Iteration 4F: 3 clusters Score -1201333 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1201741.625000 Penalty: 2984.331299
	Iteration 5F: 3 clusters Score -1201742 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1202139.125000 Penalty: 2984.331299
	Iteration 6F: 3 clusters Score -1202139 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1202500.500000 Penalty: 2984.331299
	Iteration 7F: 3 clusters Score -1202500 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1202772.750000 Penalty: 2984.331299
	Iteration 8Q: 3 clusters Score -1202773 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1202944.500000 Penalty: 2984.331299
	Iteration 9Q: 3 clusters Score -1202944 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1203053.875000 Penalty: 2984.331299
	Iteration 10Q: 3 clusters Score -1203054 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1203131.625000 Penalty: 2984.331299
	Iteration 11Q: 3 clusters Score -1203132 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1203177.625000 Penalty: 2984.331299
	Iteration 12Q: 3 clusters Score -1203178 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1203215.875000 Penalty: 2984.331299
	Iteration 13Q: 3 clusters Score -1203216 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1203242.875000 Penalty: 2984.331299
	Iteration 14Q: 3 clusters Score -1203243 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1203265.000000 Penalty: 2984.331299
	Iteration 15Q: 3 clusters Score -1203265 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1203281.500000 Penalty: 2984.331299
	Iteration 16Q: 3 clusters Score -1203282 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1203301.875000 Penalty: 2984.331299
	Iteration 17Q: 3 clusters Score -1203302 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1203310.625000 Penalty: 2984.331299
	Iteration 18Q: 3 clusters Score -1203311 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1203325.250000 Penalty: 2984.331299
	Iteration 19Q: 3 clusters Score -1203325 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1203337.375000 Penalty: 2984.331299
	Iteration 20F: 3 clusters Score -1203337 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1203347.500000 Penalty: 2984.331299
	Iteration 21Q: 3 clusters Score -1203348 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1203354.625000 Penalty: 2984.331299
	Iteration 22Q: 3 clusters Score -1203355 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1203366.875000 Penalty: 2984.331299
	Iteration 23Q: 3 clusters Score -1203367 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1203373.000000 Penalty: 2984.331299
	Iteration 24Q: 3 clusters Score -1203373 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1203385.000000 Penalty: 2984.331299
	Iteration 25Q: 3 clusters Score -1203385 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1203391.750000 Penalty: 2984.331299
	Iteration 26Q: 3 clusters Score -1203392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1203398.250000 Penalty: 2984.331299
	Iteration 27Q: 3 clusters Score -1203398 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1203407.625000 Penalty: 2984.331299
	Iteration 28Q: 3 clusters Score -1203408 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1203421.000000 Penalty: 2984.331299
	Iteration 29Q: 3 clusters Score -1203421 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1203436.625000 Penalty: 2984.331299
	Iteration 30Q: 3 clusters Score -1203437 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1203450.500000 Penalty: 2984.331299
	Iteration 31Q: 3 clusters Score -1203450 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1203465.125000 Penalty: 2984.331299
	Iteration 32Q: 3 clusters Score -1203465 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1203487.250000 Penalty: 2984.331299
	Iteration 33Q: 3 clusters Score -1203487 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1203505.875000 Penalty: 2984.331299
	Iteration 34Q: 3 clusters Score -1203506 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1203524.000000 Penalty: 2984.331299
	Iteration 35Q: 3 clusters Score -1203524 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1203542.625000 Penalty: 2984.331299
	Iteration 36Q: 3 clusters Score -1203543 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1203560.500000 Penalty: 2984.331299
	Iteration 37Q: 3 clusters Score -1203560 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1203571.625000 Penalty: 2984.331299
	Iteration 38Q: 3 clusters Score -1203572 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1203586.250000 Penalty: 2984.331299
	Iteration 39Q: 3 clusters Score -1203586 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1203602.750000 Penalty: 2984.331299
	Iteration 40F: 3 clusters Score -1203603 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1203619.000000 Penalty: 2984.331299
	Iteration 41Q: 3 clusters Score -1203619 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1203633.500000 Penalty: 2984.331299
	Iteration 42Q: 3 clusters Score -1203634 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1203651.750000 Penalty: 2984.331299
	Iteration 43Q: 3 clusters Score -1203652 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1203666.625000 Penalty: 2984.331299
	Iteration 44Q: 3 clusters Score -1203667 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1203674.500000 Penalty: 2984.331299
	Iteration 45Q: 3 clusters Score -1203674 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1203680.750000 Penalty: 2984.331299
	Iteration 46Q: 3 clusters Score -1203681 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1203696.125000 Penalty: 2984.331299
	Iteration 47Q: 3 clusters Score -1203696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1203705.250000 Penalty: 2984.331299
	Iteration 48Q: 3 clusters Score -1203705 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1203716.000000 Penalty: 2984.331299
	Iteration 49Q: 3 clusters Score -1203716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1203726.500000 Penalty: 2984.331299
	Iteration 50Q: 3 clusters Score -1203726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1203732.625000 Penalty: 2984.331299
	Iteration 51Q: 3 clusters Score -1203733 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1203737.375000 Penalty: 2984.331299
	Iteration 52Q: 3 clusters Score -1203737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1203740.250000 Penalty: 2984.331299
	Iteration 53Q: 3 clusters Score -1203740 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1203748.875000 Penalty: 2984.331299
	Iteration 54Q: 3 clusters Score -1203749 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1203756.125000 Penalty: 2984.331299
	Iteration 55Q: 3 clusters Score -1203756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1203766.125000 Penalty: 2984.331299
	Iteration 56Q: 3 clusters Score -1203766 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1203773.750000 Penalty: 2984.331299
	Iteration 57Q: 3 clusters Score -1203774 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1203785.125000 Penalty: 2984.331299
	Iteration 58Q: 3 clusters Score -1203785 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1203791.500000 Penalty: 2984.331299
	Iteration 59Q: 3 clusters Score -1203792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1203799.000000 Penalty: 2984.331299
	Iteration 60F: 3 clusters Score -1203799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1203801.375000 Penalty: 2984.331299
	Iteration 61Q: 3 clusters Score -1203801 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1203811.000000 Penalty: 2984.331299
	Iteration 62Q: 3 clusters Score -1203811 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1203820.750000 Penalty: 2984.331299
	Iteration 63Q: 3 clusters Score -1203821 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1203824.625000 Penalty: 2984.331299
	Iteration 64Q: 3 clusters Score -1203825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1203828.125000 Penalty: 2984.331299
	Iteration 65Q: 3 clusters Score -1203828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1203834.750000 Penalty: 2984.331299
	Iteration 66Q: 3 clusters Score -1203835 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1203842.500000 Penalty: 2984.331299
	Iteration 67Q: 3 clusters Score -1203842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1203851.125000 Penalty: 2984.331299
	Iteration 68Q: 3 clusters Score -1203851 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1203863.125000 Penalty: 2984.331299
	Iteration 69Q: 3 clusters Score -1203863 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1203870.625000 Penalty: 2984.331299
	Iteration 70Q: 3 clusters Score -1203871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1203872.750000 Penalty: 2984.331299
	Iteration 71Q: 3 clusters Score -1203873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1203879.000000 Penalty: 2984.331299
	Iteration 72Q: 3 clusters Score -1203879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1203883.875000 Penalty: 2984.331299
	Iteration 73Q: 3 clusters Score -1203884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1203889.500000 Penalty: 2984.331299
	Iteration 74Q: 3 clusters Score -1203890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1203891.625000 Penalty: 2984.331299
	Iteration 75Q: 3 clusters Score -1203892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1203893.625000 Penalty: 2984.331299
	Iteration 76Q: 3 clusters Score -1203894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1203892.500000 Penalty: 2984.331299
	Iteration 77Q: 3 clusters Score -1203892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1203894.625000 Penalty: 2984.331299
	Iteration 78Q: 3 clusters Score -1203895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1203895.750000 Penalty: 2984.331299
	Iteration 79Q: 3 clusters Score -1203896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1203894.500000 Penalty: 2984.331299
	Iteration 80F: 3 clusters Score -1203894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1203896.375000 Penalty: 2984.331299
	Iteration 81Q: 3 clusters Score -1203896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1203897.375000 Penalty: 2984.331299
	Iteration 82Q: 3 clusters Score -1203897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1203897.625000 Penalty: 2984.331299
	Iteration 83Q: 3 clusters Score -1203898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1203899.125000 Penalty: 2984.331299
	Iteration 84Q: 3 clusters Score -1203899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1203898.000000 Penalty: 2984.331299
	Iteration 85Q: 3 clusters Score -1203898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1203898.000000 Penalty: 2984.331299
	Iteration 86F: 3 clusters Score -1203898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Entering Unmasked Estep 
Score: -1753240.500000 Penalty: 1552.179077
	Iteration 0F: 2 clusters Score -1753240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1743558.750000 Penalty: 3104.358154
	Iteration 0F: 3 clusters Score -1743559 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1747110.875000 Penalty: 3104.358154
	Iteration 1F: 3 clusters Score -1747111 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1747942.250000 Penalty: 3104.358154
	Iteration 2F: 3 clusters Score -1747942 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1748974.625000 Penalty: 3104.358154
	Iteration 3F: 3 clusters Score -1748975 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1749810.375000 Penalty: 3104.358154
	Iteration 4F: 3 clusters Score -1749810 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1750488.500000 Penalty: 3104.358154
	Iteration 5F: 3 clusters Score -1750488 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1751047.750000 Penalty: 3104.358154
	Iteration 6F: 3 clusters Score -1751048 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1751442.875000 Penalty: 3104.358154
	Iteration 7Q: 3 clusters Score -1751443 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1751708.500000 Penalty: 3104.358154
	Iteration 8Q: 3 clusters Score -1751708 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1751938.250000 Penalty: 3104.358154
	Iteration 9Q: 3 clusters Score -1751938 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1752149.500000 Penalty: 3104.358154
	Iteration 10Q: 3 clusters Score -1752150 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1752321.750000 Penalty: 3104.358154
	Iteration 11Q: 3 clusters Score -1752322 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1752457.750000 Penalty: 3104.358154
	Iteration 12Q: 3 clusters Score -1752458 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1752565.500000 Penalty: 3104.358154
	Iteration 13Q: 3 clusters Score -1752566 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1752643.625000 Penalty: 3104.358154
	Iteration 14Q: 3 clusters Score -1752644 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1752697.875000 Penalty: 3104.358154
	Iteration 15Q: 3 clusters Score -1752698 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1752736.375000 Penalty: 3104.358154
	Iteration 16Q: 3 clusters Score -1752736 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1752760.500000 Penalty: 3104.358154
	Iteration 17Q: 3 clusters Score -1752760 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1752778.625000 Penalty: 3104.358154
	Iteration 18Q: 3 clusters Score -1752779 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1752791.125000 Penalty: 3104.358154
	Iteration 19Q: 3 clusters Score -1752791 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1752801.000000 Penalty: 3104.358154
	Iteration 20F: 3 clusters Score -1752801 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1752808.500000 Penalty: 3104.358154
	Iteration 21Q: 3 clusters Score -1752808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1752811.625000 Penalty: 3104.358154
	Iteration 22Q: 3 clusters Score -1752812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1752815.250000 Penalty: 3104.358154
	Iteration 23Q: 3 clusters Score -1752815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1752823.375000 Penalty: 3104.358154
	Iteration 24Q: 3 clusters Score -1752823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1752827.000000 Penalty: 3104.358154
	Iteration 25Q: 3 clusters Score -1752827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1752827.750000 Penalty: 3104.358154
	Iteration 26Q: 3 clusters Score -1752828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1752829.000000 Penalty: 3104.358154
	Iteration 27Q: 3 clusters Score -1752829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1752834.500000 Penalty: 3104.358154
	Iteration 28Q: 3 clusters Score -1752834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1752840.625000 Penalty: 3104.358154
	Iteration 29Q: 3 clusters Score -1752841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1752845.750000 Penalty: 3104.358154
	Iteration 30Q: 3 clusters Score -1752846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1752847.500000 Penalty: 3104.358154
	Iteration 31Q: 3 clusters Score -1752848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1752848.125000 Penalty: 3104.358154
	Iteration 32Q: 3 clusters Score -1752848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1752851.875000 Penalty: 3104.358154
	Iteration 33Q: 3 clusters Score -1752852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1752852.125000 Penalty: 3104.358154
	Iteration 34Q: 3 clusters Score -1752852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1752853.625000 Penalty: 3104.358154
	Iteration 35Q: 3 clusters Score -1752854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1752855.750000 Penalty: 3104.358154
	Iteration 36Q: 3 clusters Score -1752856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1752856.500000 Penalty: 3104.358154
	Iteration 37Q: 3 clusters Score -1752856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1752858.750000 Penalty: 3104.358154
	Iteration 38Q: 3 clusters Score -1752859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1752862.625000 Penalty: 3104.358154
	Iteration 39Q: 3 clusters Score -1752863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1752862.750000 Penalty: 3104.358154
	Iteration 40F: 3 clusters Score -1752863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1752865.750000 Penalty: 3104.358154
	Iteration 41Q: 3 clusters Score -1752866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1752868.500000 Penalty: 3104.358154
	Iteration 42Q: 3 clusters Score -1752868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1752873.625000 Penalty: 3104.358154
	Iteration 43Q: 3 clusters Score -1752874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1752878.375000 Penalty: 3104.358154
	Iteration 44Q: 3 clusters Score -1752878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1752882.375000 Penalty: 3104.358154
	Iteration 45Q: 3 clusters Score -1752882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1752883.625000 Penalty: 3104.358154
	Iteration 46Q: 3 clusters Score -1752884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1752888.750000 Penalty: 3104.358154
	Iteration 47Q: 3 clusters Score -1752889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1752895.000000 Penalty: 3104.358154
	Iteration 48Q: 3 clusters Score -1752895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1752894.500000 Penalty: 3104.358154
	Iteration 49Q: 3 clusters Score -1752894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1752900.000000 Penalty: 3104.358154
	Iteration 50Q: 3 clusters Score -1752900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1752898.625000 Penalty: 3104.358154
	Iteration 51Q: 3 clusters Score -1752899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1752897.375000 Penalty: 3104.358154
	Iteration 52Q: 3 clusters Score -1752897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1752897.375000 Penalty: 3104.358154
	Iteration 53F: 3 clusters Score -1752897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Entering Unmasked Estep 
Score: -796922.812500 Penalty: 1423.497070
	Iteration 0F: 2 clusters Score -796922.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -792064.562500 Penalty: 2846.994141
	Iteration 0F: 3 clusters Score -792064.6 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -793598.437500 Penalty: 2846.994141
	Iteration 1F: 3 clusters Score -793598.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -793907.562500 Penalty: 2846.994141
	Iteration 2F: 3 clusters Score -793907.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -794257.250000 Penalty: 2846.994141
	Iteration 3F: 3 clusters Score -794257.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -794745.750000 Penalty: 2846.994141
	Iteration 4F: 3 clusters Score -794745.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -795048.875000 Penalty: 2846.994141
	Iteration 5F: 3 clusters Score -795048.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -795237.187500 Penalty: 2846.994141
	Iteration 6F: 3 clusters Score -795237.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -795370.250000 Penalty: 2846.994141
	Iteration 7Q: 3 clusters Score -795370.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -795474.812500 Penalty: 2846.994141
	Iteration 8Q: 3 clusters Score -795474.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -795568.687500 Penalty: 2846.994141
	Iteration 9Q: 3 clusters Score -795568.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -795649.750000 Penalty: 2846.994141
	Iteration 10Q: 3 clusters Score -795649.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -795720.625000 Penalty: 2846.994141
	Iteration 11Q: 3 clusters Score -795720.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -795791.562500 Penalty: 2846.994141
	Iteration 12Q: 3 clusters Score -795791.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -795855.375000 Penalty: 2846.994141
	Iteration 13Q: 3 clusters Score -795855.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -795927.562500 Penalty: 2846.994141
	Iteration 14Q: 3 clusters Score -795927.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -795996.000000 Penalty: 2846.994141
	Iteration 15Q: 3 clusters Score -795996 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -796062.500000 Penalty: 2846.994141
	Iteration 16Q: 3 clusters Score -796062.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -796120.562500 Penalty: 2846.994141
	Iteration 17Q: 3 clusters Score -796120.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -796173.625000 Penalty: 2846.994141
	Iteration 18Q: 3 clusters Score -796173.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -796218.625000 Penalty: 2846.994141
	Iteration 19Q: 3 clusters Score -796218.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -796251.562500 Penalty: 2846.994141
	Iteration 20F: 3 clusters Score -796251.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -796287.437500 Penalty: 2846.994141
	Iteration 21Q: 3 clusters Score -796287.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -796326.812500 Penalty: 2846.994141
	Iteration 22Q: 3 clusters Score -796326.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -796360.812500 Penalty: 2846.994141
	Iteration 23Q: 3 clusters Score -796360.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -796385.125000 Penalty: 2846.994141
	Iteration 24Q: 3 clusters Score -796385.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -796403.375000 Penalty: 2846.994141
	Iteration 25Q: 3 clusters Score -796403.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -796425.937500 Penalty: 2846.994141
	Iteration 26Q: 3 clusters Score -796425.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -796446.500000 Penalty: 2846.994141
	Iteration 27Q: 3 clusters Score -796446.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -796472.375000 Penalty: 2846.994141
	Iteration 28Q: 3 clusters Score -796472.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -796498.312500 Penalty: 2846.994141
	Iteration 29Q: 3 clusters Score -796498.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -796508.187500 Penalty: 2846.994141
	Iteration 30Q: 3 clusters Score -796508.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -796515.062500 Penalty: 2846.994141
	Iteration 31Q: 3 clusters Score -796515.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -796520.375000 Penalty: 2846.994141
	Iteration 32Q: 3 clusters Score -796520.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -796523.125000 Penalty: 2846.994141
	Iteration 33Q: 3 clusters Score -796523.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -796526.812500 Penalty: 2846.994141
	Iteration 34Q: 3 clusters Score -796526.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -796528.375000 Penalty: 2846.994141
	Iteration 35Q: 3 clusters Score -796528.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -796528.125000 Penalty: 2846.994141
	Iteration 36Q: 3 clusters Score -796528.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -796528.125000 Penalty: 2846.994141
	Iteration 37F: 3 clusters Score -796528.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Entering Unmasked Estep 
Score: -339778.812500 Penalty: 1299.292114
	Iteration 0F: 2 clusters Score -339778.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -337114.093750 Penalty: 2598.584229
	Iteration 0F: 3 clusters Score -337114.1 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -337898.343750 Penalty: 2598.584229
	Iteration 1F: 3 clusters Score -337898.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -338084.312500 Penalty: 2598.584229
	Iteration 2F: 3 clusters Score -338084.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -338220.187500 Penalty: 2598.584229
	Iteration 3F: 3 clusters Score -338220.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -338337.375000 Penalty: 2598.584229
	Iteration 4Q: 3 clusters Score -338337.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -338472.187500 Penalty: 2598.584229
	Iteration 5F: 3 clusters Score -338472.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -338601.937500 Penalty: 2598.584229
	Iteration 6F: 3 clusters Score -338601.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -338713.281250 Penalty: 2598.584229
	Iteration 7Q: 3 clusters Score -338713.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -338818.156250 Penalty: 2598.584229
	Iteration 8Q: 3 clusters Score -338818.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -338931.437500 Penalty: 2598.584229
	Iteration 9Q: 3 clusters Score -338931.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -338987.406250 Penalty: 2598.584229
	Iteration 10Q: 3 clusters Score -338987.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -339016.437500 Penalty: 2598.584229
	Iteration 11Q: 3 clusters Score -339016.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -339032.281250 Penalty: 2598.584229
	Iteration 12Q: 3 clusters Score -339032.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -339041.031250 Penalty: 2598.584229
	Iteration 13Q: 3 clusters Score -339041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -339044.093750 Penalty: 2598.584229
	Iteration 14Q: 3 clusters Score -339044.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -339045.906250 Penalty: 2598.584229
	Iteration 15Q: 3 clusters Score -339045.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -339047.343750 Penalty: 2598.584229
	Iteration 16Q: 3 clusters Score -339047.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -339048.312500 Penalty: 2598.584229
	Iteration 17Q: 3 clusters Score -339048.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -339049.281250 Penalty: 2598.584229
	Iteration 18Q: 3 clusters Score -339049.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -339049.812500 Penalty: 2598.584229
	Iteration 19Q: 3 clusters Score -339049.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -339050.343750 Penalty: 2598.584229
	Iteration 20F: 3 clusters Score -339050.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -339051.375000 Penalty: 2598.584229
	Iteration 21Q: 3 clusters Score -339051.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -339052.125000 Penalty: 2598.584229
	Iteration 22Q: 3 clusters Score -339052.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -339052.250000 Penalty: 2598.584229
	Iteration 23Q: 3 clusters Score -339052.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -339052.625000 Penalty: 2598.584229
	Iteration 24Q: 3 clusters Score -339052.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -339052.812500 Penalty: 2598.584229
	Iteration 25Q: 3 clusters Score -339052.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -339052.812500 Penalty: 2598.584229
	Iteration 26F: 3 clusters Score -339052.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Entering Unmasked Estep 
Score: -2025333.625000 Penalty: 1575.994751
	Iteration 0F: 2 clusters Score -2025334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2014163.375000 Penalty: 3151.989502
	Iteration 0F: 3 clusters Score -2014163 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2018263.500000 Penalty: 3151.989502
	Iteration 1F: 3 clusters Score -2018264 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -2018706.625000 Penalty: 3151.989502
	Iteration 2F: 3 clusters Score -2018707 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2019240.375000 Penalty: 3151.989502
	Iteration 3F: 3 clusters Score -2019240 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2019849.000000 Penalty: 3151.989502
	Iteration 4F: 3 clusters Score -2019849 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2020557.125000 Penalty: 3151.989502
	Iteration 5F: 3 clusters Score -2020557 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2021270.750000 Penalty: 3151.989502
	Iteration 6F: 3 clusters Score -2021271 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2021924.750000 Penalty: 3151.989502
	Iteration 7F: 3 clusters Score -2021925 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2022421.000000 Penalty: 3151.989502
	Iteration 8F: 3 clusters Score -2022421 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2022734.375000 Penalty: 3151.989502
	Iteration 9Q: 3 clusters Score -2022734 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2022933.500000 Penalty: 3151.989502
	Iteration 10Q: 3 clusters Score -2022934 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2023051.750000 Penalty: 3151.989502
	Iteration 11Q: 3 clusters Score -2023052 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2023143.125000 Penalty: 3151.989502
	Iteration 12Q: 3 clusters Score -2023143 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2023209.000000 Penalty: 3151.989502
	Iteration 13Q: 3 clusters Score -2023209 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2023268.750000 Penalty: 3151.989502
	Iteration 14Q: 3 clusters Score -2023269 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2023328.375000 Penalty: 3151.989502
	Iteration 15Q: 3 clusters Score -2023328 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2023375.625000 Penalty: 3151.989502
	Iteration 16Q: 3 clusters Score -2023376 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2023411.125000 Penalty: 3151.989502
	Iteration 17Q: 3 clusters Score -2023411 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2023440.375000 Penalty: 3151.989502
	Iteration 18Q: 3 clusters Score -2023440 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2023456.250000 Penalty: 3151.989502
	Iteration 19Q: 3 clusters Score -2023456 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2023470.625000 Penalty: 3151.989502
	Iteration 20F: 3 clusters Score -2023471 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2023485.125000 Penalty: 3151.989502
	Iteration 21Q: 3 clusters Score -2023485 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2023506.250000 Penalty: 3151.989502
	Iteration 22Q: 3 clusters Score -2023506 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2023525.625000 Penalty: 3151.989502
	Iteration 23Q: 3 clusters Score -2023526 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2023537.250000 Penalty: 3151.989502
	Iteration 24Q: 3 clusters Score -2023537 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2023551.000000 Penalty: 3151.989502
	Iteration 25Q: 3 clusters Score -2023551 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2023563.250000 Penalty: 3151.989502
	Iteration 26Q: 3 clusters Score -2023563 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2023570.125000 Penalty: 3151.989502
	Iteration 27Q: 3 clusters Score -2023570 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2023580.250000 Penalty: 3151.989502
	Iteration 28Q: 3 clusters Score -2023580 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2023593.875000 Penalty: 3151.989502
	Iteration 29Q: 3 clusters Score -2023594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2023597.000000 Penalty: 3151.989502
	Iteration 30Q: 3 clusters Score -2023597 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2023603.875000 Penalty: 3151.989502
	Iteration 31Q: 3 clusters Score -2023604 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2023608.500000 Penalty: 3151.989502
	Iteration 32Q: 3 clusters Score -2023608 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2023615.125000 Penalty: 3151.989502
	Iteration 33Q: 3 clusters Score -2023615 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2023619.250000 Penalty: 3151.989502
	Iteration 34Q: 3 clusters Score -2023619 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2023622.375000 Penalty: 3151.989502
	Iteration 35Q: 3 clusters Score -2023622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2023629.125000 Penalty: 3151.989502
	Iteration 36Q: 3 clusters Score -2023629 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2023626.750000 Penalty: 3151.989502
	Iteration 37Q: 3 clusters Score -2023627 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2023632.750000 Penalty: 3151.989502
	Iteration 38Q: 3 clusters Score -2023633 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2023636.750000 Penalty: 3151.989502
	Iteration 39Q: 3 clusters Score -2023637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2023639.375000 Penalty: 3151.989502
	Iteration 40F: 3 clusters Score -2023639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2023638.375000 Penalty: 3151.989502
	Iteration 41Q: 3 clusters Score -2023638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2023639.000000 Penalty: 3151.989502
	Iteration 42Q: 3 clusters Score -2023639 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2023639.500000 Penalty: 3151.989502
	Iteration 43Q: 3 clusters Score -2023640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2023644.500000 Penalty: 3151.989502
	Iteration 44Q: 3 clusters Score -2023644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2023642.250000 Penalty: 3151.989502
	Iteration 45Q: 3 clusters Score -2023642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2023642.875000 Penalty: 3151.989502
	Iteration 46Q: 3 clusters Score -2023643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2023643.000000 Penalty: 3151.989502
	Iteration 47Q: 3 clusters Score -2023643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2023643.125000 Penalty: 3151.989502
	Iteration 48Q: 3 clusters Score -2023643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2023645.250000 Penalty: 3151.989502
	Iteration 49Q: 3 clusters Score -2023645 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2023646.625000 Penalty: 3151.989502
	Iteration 50Q: 3 clusters Score -2023647 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2023646.500000 Penalty: 3151.989502
	Iteration 51Q: 3 clusters Score -2023646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2023648.625000 Penalty: 3151.989502
	Iteration 52Q: 3 clusters Score -2023649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2023647.625000 Penalty: 3151.989502
	Iteration 53Q: 3 clusters Score -2023648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2023649.750000 Penalty: 3151.989502
	Iteration 54Q: 3 clusters Score -2023650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2023650.125000 Penalty: 3151.989502
	Iteration 55Q: 3 clusters Score -2023650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2023652.375000 Penalty: 3151.989502
	Iteration 56Q: 3 clusters Score -2023652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2023657.000000 Penalty: 3151.989502
	Iteration 57Q: 3 clusters Score -2023657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2023656.875000 Penalty: 3151.989502
	Iteration 58Q: 3 clusters Score -2023657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2023659.250000 Penalty: 3151.989502
	Iteration 59Q: 3 clusters Score -2023659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2023659.625000 Penalty: 3151.989502
	Iteration 60F: 3 clusters Score -2023660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2023658.375000 Penalty: 3151.989502
	Iteration 61Q: 3 clusters Score -2023658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2023657.625000 Penalty: 3151.989502
	Iteration 62Q: 3 clusters Score -2023658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -2023656.875000 Penalty: 3151.989502
	Iteration 63Q: 3 clusters Score -2023657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -2023656.875000 Penalty: 3151.989502
	Iteration 64F: 3 clusters Score -2023657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (96547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96547 members 
Entering Unmasked Estep 
Score: -12195480.000000 Penalty: 1865.140137
	Iteration 0F: 2 clusters Score -1.219548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48147 members 
Mstep: Class 2 contains 48400 members 
Entering Unmasked Estep 
Score: -12134001.000000 Penalty: 3730.280273
	Iteration 0F: 3 clusters Score -1.2134e+07 nChanged 46055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 51631 members 
Entering Unmasked Estep 
Score: -12161097.000000 Penalty: 3730.280273
	Iteration 1F: 3 clusters Score -1.21611e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 53668 members 
Entering Unmasked Estep 
Score: -12162349.000000 Penalty: 3730.280273
	Iteration 2Q: 3 clusters Score -1.216235e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 56583 members 
Entering Unmasked Estep 
Score: -12164010.000000 Penalty: 3730.280273
	Iteration 3Q: 3 clusters Score -1.216401e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 60640 members 
Entering Unmasked Estep 
Score: -12166695.000000 Penalty: 3730.280273
	Iteration 4F: 3 clusters Score -1.21667e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 65950 members 
Entering Unmasked Estep 
Score: -12170756.000000 Penalty: 3730.280273
	Iteration 5F: 3 clusters Score -1.217076e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 72380 members 
Entering Unmasked Estep 
Score: -12176312.000000 Penalty: 3730.280273
	Iteration 6F: 3 clusters Score -1.217631e+07 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 78943 members 
Entering Unmasked Estep 
Score: -12182568.000000 Penalty: 3730.280273
	Iteration 7F: 3 clusters Score -1.218257e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 84569 members 
Entering Unmasked Estep 
Score: -12187958.000000 Penalty: 3730.280273
	Iteration 8F: 3 clusters Score -1.218796e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 88511 members 
Entering Unmasked Estep 
Score: -12191562.000000 Penalty: 3730.280273
	Iteration 9Q: 3 clusters Score -1.219156e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 90855 members 
Entering Unmasked Estep 
Score: -12193310.000000 Penalty: 3730.280273
	Iteration 10Q: 3 clusters Score -1.219331e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 92364 members 
Entering Unmasked Estep 
Score: -12193910.000000 Penalty: 3730.280273
	Iteration 11Q: 3 clusters Score -1.219391e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 93471 members 
Entering Unmasked Estep 
Score: -12194260.000000 Penalty: 3730.280273
	Iteration 12Q: 3 clusters Score -1.219426e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 94268 members 
Entering Unmasked Estep 
Score: -12194394.000000 Penalty: 3730.280273
	Iteration 13Q: 3 clusters Score -1.219439e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 94816 members 
Entering Unmasked Estep 
Score: -12194386.000000 Penalty: 3730.280273
	Iteration 14Q: 3 clusters Score -1.219439e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 95188 members 
Entering Unmasked Estep 
Score: -12194425.000000 Penalty: 3730.280273
	Iteration 15Q: 3 clusters Score -1.219442e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 95445 members 
Entering Unmasked Estep 
Score: -12194465.000000 Penalty: 3730.280273
	Iteration 16Q: 3 clusters Score -1.219446e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 95619 members 
Entering Unmasked Estep 
Score: -12194429.000000 Penalty: 3730.280273
	Iteration 17Q: 3 clusters Score -1.219443e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 95730 members 
Entering Unmasked Estep 
Score: -12194411.000000 Penalty: 3730.280273
	Iteration 18Q: 3 clusters Score -1.219441e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 95819 members 
Entering Unmasked Estep 
Score: -12194361.000000 Penalty: 3730.280273
	Iteration 19Q: 3 clusters Score -1.219436e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 95882 members 
Entering Unmasked Estep 
Score: -12194336.000000 Penalty: 3730.280273
	Iteration 20F: 3 clusters Score -1.219434e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 95924 members 
Entering Unmasked Estep 
Score: -12194291.000000 Penalty: 3730.280273
	Iteration 21Q: 3 clusters Score -1.219429e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 95950 members 
Entering Unmasked Estep 
Score: -12194303.000000 Penalty: 3730.280273
	Iteration 22Q: 3 clusters Score -1.21943e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 95968 members 
Entering Unmasked Estep 
Score: -12194291.000000 Penalty: 3730.280273
	Iteration 23Q: 3 clusters Score -1.219429e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 95980 members 
Entering Unmasked Estep 
Score: -12194280.000000 Penalty: 3730.280273
	Iteration 24Q: 3 clusters Score -1.219428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 95985 members 
Entering Unmasked Estep 
Score: -12194290.000000 Penalty: 3730.280273
	Iteration 25Q: 3 clusters Score -1.219429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 95988 members 
Entering Unmasked Estep 
Score: -12194290.000000 Penalty: 3730.280273
	Iteration 26Q: 3 clusters Score -1.219429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 95992 members 
Entering Unmasked Estep 
Score: -12194289.000000 Penalty: 3730.280273
	Iteration 27Q: 3 clusters Score -1.219429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 95994 members 
Entering Unmasked Estep 
Score: -12194290.000000 Penalty: 3730.280273
	Iteration 28Q: 3 clusters Score -1.219429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 95996 members 
Entering Unmasked Estep 
Score: -12194283.000000 Penalty: 3730.280273
	Iteration 29Q: 3 clusters Score -1.219428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 95997 members 
Entering Unmasked Estep 
Score: -12194295.000000 Penalty: 3730.280273
	Iteration 30Q: 3 clusters Score -1.21943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 95998 members 
Entering Unmasked Estep 
Score: -12194299.000000 Penalty: 3730.280273
	Iteration 31Q: 3 clusters Score -1.21943e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 95998 members 
Entering Unmasked Estep 
Score: -12194299.000000 Penalty: 3730.280273
	Iteration 32F: 3 clusters Score -1.21943e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (69331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69331 members 
Entering Unmasked Estep 
Score: -8617044.000000 Penalty: 1811.330200
	Iteration 0F: 2 clusters Score -8617044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -8570437.000000 Penalty: 3622.660400
	Iteration 0F: 3 clusters Score -8570437 nChanged 33095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -8589738.000000 Penalty: 3622.660400
	Iteration 1F: 3 clusters Score -8589738 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -8591119.000000 Penalty: 3622.660400
	Iteration 2Q: 3 clusters Score -8591119 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -8593173.000000 Penalty: 3622.660400
	Iteration 3F: 3 clusters Score -8593173 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43367 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -8596010.000000 Penalty: 3622.660400
	Iteration 4F: 3 clusters Score -8596010 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -8599697.000000 Penalty: 3622.660400
	Iteration 5F: 3 clusters Score -8599697 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51453 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -8603673.000000 Penalty: 3622.660400
	Iteration 6F: 3 clusters Score -8603673 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55189 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -8607376.000000 Penalty: 3622.660400
	Iteration 7F: 3 clusters Score -8607376 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57970 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -8610384.000000 Penalty: 3622.660400
	Iteration 8Q: 3 clusters Score -8610384 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59724 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -8612523.000000 Penalty: 3622.660400
	Iteration 9Q: 3 clusters Score -8612523 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60825 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -8613734.000000 Penalty: 3622.660400
	Iteration 10Q: 3 clusters Score -8613734 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61645 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -8614335.000000 Penalty: 3622.660400
	Iteration 11Q: 3 clusters Score -8614335 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62236 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -8614624.000000 Penalty: 3622.660400
	Iteration 12Q: 3 clusters Score -8614624 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62755 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -8614874.000000 Penalty: 3622.660400
	Iteration 13Q: 3 clusters Score -8614874 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63183 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -8615041.000000 Penalty: 3622.660400
	Iteration 14Q: 3 clusters Score -8615041 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63575 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -8615166.000000 Penalty: 3622.660400
	Iteration 15Q: 3 clusters Score -8615166 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63940 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -8615284.000000 Penalty: 3622.660400
	Iteration 16Q: 3 clusters Score -8615284 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -8615359.000000 Penalty: 3622.660400
	Iteration 17Q: 3 clusters Score -8615359 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64540 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -8615449.000000 Penalty: 3622.660400
	Iteration 18Q: 3 clusters Score -8615449 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64793 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -8615535.000000 Penalty: 3622.660400
	Iteration 19Q: 3 clusters Score -8615535 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65012 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -8615598.000000 Penalty: 3622.660400
	Iteration 20F: 3 clusters Score -8615598 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65225 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -8615639.000000 Penalty: 3622.660400
	Iteration 21Q: 3 clusters Score -8615639 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -8615684.000000 Penalty: 3622.660400
	Iteration 22Q: 3 clusters Score -8615684 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65569 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -8615695.000000 Penalty: 3622.660400
	Iteration 23Q: 3 clusters Score -8615695 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65721 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -8615730.000000 Penalty: 3622.660400
	Iteration 24Q: 3 clusters Score -8615730 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65865 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -8615746.000000 Penalty: 3622.660400
	Iteration 25Q: 3 clusters Score -8615746 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66013 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -8615775.000000 Penalty: 3622.660400
	Iteration 26Q: 3 clusters Score -8615775 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66138 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -8615810.000000 Penalty: 3622.660400
	Iteration 27Q: 3 clusters Score -8615810 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66251 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -8615832.000000 Penalty: 3622.660400
	Iteration 28Q: 3 clusters Score -8615832 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66344 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -8615867.000000 Penalty: 3622.660400
	Iteration 29Q: 3 clusters Score -8615867 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66418 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -8615887.000000 Penalty: 3622.660400
	Iteration 30Q: 3 clusters Score -8615887 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66488 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -8615891.000000 Penalty: 3622.660400
	Iteration 31Q: 3 clusters Score -8615891 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66548 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -8615901.000000 Penalty: 3622.660400
	Iteration 32Q: 3 clusters Score -8615901 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66584 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -8615908.000000 Penalty: 3622.660400
	Iteration 33Q: 3 clusters Score -8615908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66614 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -8615911.000000 Penalty: 3622.660400
	Iteration 34Q: 3 clusters Score -8615911 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66644 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -8615899.000000 Penalty: 3622.660400
	Iteration 35Q: 3 clusters Score -8615899 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66670 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -8615920.000000 Penalty: 3622.660400
	Iteration 36Q: 3 clusters Score -8615920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66694 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -8615906.000000 Penalty: 3622.660400
	Iteration 37Q: 3 clusters Score -8615906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66715 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -8615912.000000 Penalty: 3622.660400
	Iteration 38Q: 3 clusters Score -8615912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66735 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -8615914.000000 Penalty: 3622.660400
	Iteration 39Q: 3 clusters Score -8615914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66757 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -8615916.000000 Penalty: 3622.660400
	Iteration 40F: 3 clusters Score -8615916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66774 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -8615928.000000 Penalty: 3622.660400
	Iteration 41Q: 3 clusters Score -8615928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66792 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -8615932.000000 Penalty: 3622.660400
	Iteration 42Q: 3 clusters Score -8615932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66810 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -8615939.000000 Penalty: 3622.660400
	Iteration 43Q: 3 clusters Score -8615939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66829 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -8615943.000000 Penalty: 3622.660400
	Iteration 44Q: 3 clusters Score -8615943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66852 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -8615958.000000 Penalty: 3622.660400
	Iteration 45Q: 3 clusters Score -8615958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66876 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -8615946.000000 Penalty: 3622.660400
	Iteration 46Q: 3 clusters Score -8615946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66890 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -8615949.000000 Penalty: 3622.660400
	Iteration 47Q: 3 clusters Score -8615949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66901 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -8615942.000000 Penalty: 3622.660400
	Iteration 48Q: 3 clusters Score -8615942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66913 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -8615933.000000 Penalty: 3622.660400
	Iteration 49Q: 3 clusters Score -8615933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66918 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -8615931.000000 Penalty: 3622.660400
	Iteration 50Q: 3 clusters Score -8615931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66927 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -8615936.000000 Penalty: 3622.660400
	Iteration 51Q: 3 clusters Score -8615936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66936 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -8615938.000000 Penalty: 3622.660400
	Iteration 52Q: 3 clusters Score -8615938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66944 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -8615939.000000 Penalty: 3622.660400
	Iteration 53Q: 3 clusters Score -8615939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66956 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -8615932.000000 Penalty: 3622.660400
	Iteration 54Q: 3 clusters Score -8615932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66963 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -8615941.000000 Penalty: 3622.660400
	Iteration 55Q: 3 clusters Score -8615941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66971 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -8615946.000000 Penalty: 3622.660400
	Iteration 56Q: 3 clusters Score -8615946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66979 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -8615956.000000 Penalty: 3622.660400
	Iteration 57Q: 3 clusters Score -8615956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66984 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -8615957.000000 Penalty: 3622.660400
	Iteration 58Q: 3 clusters Score -8615957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66985 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -8615956.000000 Penalty: 3622.660400
	Iteration 59Q: 3 clusters Score -8615956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66988 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -8615958.000000 Penalty: 3622.660400
	Iteration 60F: 3 clusters Score -8615958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66991 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -8615954.000000 Penalty: 3622.660400
	Iteration 61Q: 3 clusters Score -8615954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -8615963.000000 Penalty: 3622.660400
	Iteration 62Q: 3 clusters Score -8615963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66999 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -8615970.000000 Penalty: 3622.660400
	Iteration 63Q: 3 clusters Score -8615970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67003 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -8615968.000000 Penalty: 3622.660400
	Iteration 64Q: 3 clusters Score -8615968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67007 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -8615974.000000 Penalty: 3622.660400
	Iteration 65Q: 3 clusters Score -8615974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67009 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -8615975.000000 Penalty: 3622.660400
	Iteration 66Q: 3 clusters Score -8615975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67012 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -8615978.000000 Penalty: 3622.660400
	Iteration 67Q: 3 clusters Score -8615978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67013 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -8615980.000000 Penalty: 3622.660400
	Iteration 68Q: 3 clusters Score -8615980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67013 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -8615976.000000 Penalty: 3622.660400
	Iteration 69Q: 3 clusters Score -8615976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67015 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -8615974.000000 Penalty: 3622.660400
	Iteration 70Q: 3 clusters Score -8615974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67017 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -8615973.000000 Penalty: 3622.660400
	Iteration 71Q: 3 clusters Score -8615973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67019 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -8615977.000000 Penalty: 3622.660400
	Iteration 72Q: 3 clusters Score -8615977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67020 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -8615974.000000 Penalty: 3622.660400
	Iteration 73Q: 3 clusters Score -8615974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67020 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -8615974.000000 Penalty: 3622.660400
	Iteration 74F: 3 clusters Score -8615974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (32121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Entering Unmasked Estep 
Score: -4018632.000000 Penalty: 1686.305542
	Iteration 0F: 2 clusters Score -4018632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -3997129.750000 Penalty: 3372.611084
	Iteration 0F: 3 clusters Score -3997130 nChanged 14810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -4005249.500000 Penalty: 3372.611084
	Iteration 1F: 3 clusters Score -4005250 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -4005798.250000 Penalty: 3372.611084
	Iteration 2Q: 3 clusters Score -4005798 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -4006484.000000 Penalty: 3372.611084
	Iteration 3Q: 3 clusters Score -4006484 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -4007482.250000 Penalty: 3372.611084
	Iteration 4F: 3 clusters Score -4007482 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -4008779.750000 Penalty: 3372.611084
	Iteration 5F: 3 clusters Score -4008780 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -4010376.750000 Penalty: 3372.611084
	Iteration 6F: 3 clusters Score -4010377 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -4012137.250000 Penalty: 3372.611084
	Iteration 7F: 3 clusters Score -4012137 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -4013617.250000 Penalty: 3372.611084
	Iteration 8F: 3 clusters Score -4013617 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -4014662.500000 Penalty: 3372.611084
	Iteration 9Q: 3 clusters Score -4014662 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -4015415.000000 Penalty: 3372.611084
	Iteration 10Q: 3 clusters Score -4015415 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -4015905.750000 Penalty: 3372.611084
	Iteration 11Q: 3 clusters Score -4015906 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -4016273.250000 Penalty: 3372.611084
	Iteration 12Q: 3 clusters Score -4016273 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -4016485.500000 Penalty: 3372.611084
	Iteration 13Q: 3 clusters Score -4016486 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -4016671.000000 Penalty: 3372.611084
	Iteration 14Q: 3 clusters Score -4016671 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -4016801.000000 Penalty: 3372.611084
	Iteration 15Q: 3 clusters Score -4016801 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -4016874.000000 Penalty: 3372.611084
	Iteration 16Q: 3 clusters Score -4016874 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -4016939.750000 Penalty: 3372.611084
	Iteration 17Q: 3 clusters Score -4016940 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -4016981.750000 Penalty: 3372.611084
	Iteration 18Q: 3 clusters Score -4016982 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -4016993.750000 Penalty: 3372.611084
	Iteration 19Q: 3 clusters Score -4016994 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -4017013.500000 Penalty: 3372.611084
	Iteration 20F: 3 clusters Score -4017014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -4017026.000000 Penalty: 3372.611084
	Iteration 21Q: 3 clusters Score -4017026 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -4017054.250000 Penalty: 3372.611084
	Iteration 22Q: 3 clusters Score -4017054 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -4017064.750000 Penalty: 3372.611084
	Iteration 23Q: 3 clusters Score -4017065 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -4017082.000000 Penalty: 3372.611084
	Iteration 24Q: 3 clusters Score -4017082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -4017095.500000 Penalty: 3372.611084
	Iteration 25Q: 3 clusters Score -4017096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -4017116.000000 Penalty: 3372.611084
	Iteration 26Q: 3 clusters Score -4017116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -4017120.500000 Penalty: 3372.611084
	Iteration 27Q: 3 clusters Score -4017120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -4017133.250000 Penalty: 3372.611084
	Iteration 28Q: 3 clusters Score -4017133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -4017140.000000 Penalty: 3372.611084
	Iteration 29Q: 3 clusters Score -4017140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -4017146.750000 Penalty: 3372.611084
	Iteration 30Q: 3 clusters Score -4017147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -4017150.000000 Penalty: 3372.611084
	Iteration 31Q: 3 clusters Score -4017150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -4017156.500000 Penalty: 3372.611084
	Iteration 32Q: 3 clusters Score -4017156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -4017156.250000 Penalty: 3372.611084
	Iteration 33Q: 3 clusters Score -4017156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -4017157.750000 Penalty: 3372.611084
	Iteration 34Q: 3 clusters Score -4017158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -4017158.750000 Penalty: 3372.611084
	Iteration 35Q: 3 clusters Score -4017159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -4017158.500000 Penalty: 3372.611084
	Iteration 36Q: 3 clusters Score -4017158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -4017154.250000 Penalty: 3372.611084
	Iteration 37Q: 3 clusters Score -4017154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -4017157.000000 Penalty: 3372.611084
	Iteration 38Q: 3 clusters Score -4017157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -4017157.000000 Penalty: 3372.611084
	Iteration 39F: 3 clusters Score -4017157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -52122.601562 Penalty: 1005.926208
	Iteration 0F: 2 clusters Score -52122.6 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 241 members 
Entering Unmasked Estep 
Score: -51058.824219 Penalty: 2011.852417
	Iteration 0F: 3 clusters Score -51058.82 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51220.011719 Penalty: 2011.852417
	Iteration 1F: 3 clusters Score -51220.01 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51296.304688 Penalty: 2011.852417
	Iteration 2F: 3 clusters Score -51296.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51361.636719 Penalty: 2011.852417
	Iteration 3F: 3 clusters Score -51361.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51419.949219 Penalty: 2011.852417
	Iteration 4Q: 3 clusters Score -51419.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51479.050781 Penalty: 2011.852417
	Iteration 5Q: 3 clusters Score -51479.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -51500.777344 Penalty: 2011.852417
	Iteration 6Q: 3 clusters Score -51500.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51518.558594 Penalty: 2011.852417
	Iteration 7Q: 3 clusters Score -51518.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51553.281250 Penalty: 2011.852417
	Iteration 8Q: 3 clusters Score -51553.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51571.179688 Penalty: 2011.852417
	Iteration 9Q: 3 clusters Score -51571.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51581.632812 Penalty: 2011.852417
	Iteration 10Q: 3 clusters Score -51581.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51584.468750 Penalty: 2011.852417
	Iteration 11Q: 3 clusters Score -51584.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51587.710938 Penalty: 2011.852417
	Iteration 12Q: 3 clusters Score -51587.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51588.464844 Penalty: 2011.852417
	Iteration 13Q: 3 clusters Score -51588.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51589.433594 Penalty: 2011.852417
	Iteration 14Q: 3 clusters Score -51589.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51589.433594 Penalty: 2011.852417
	Iteration 15F: 3 clusters Score -51589.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -116305.187500 Penalty: 1126.997681
	Iteration 0F: 2 clusters Score -116305.2 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 513 members 
Entering Unmasked Estep 
Score: -114843.812500 Penalty: 2253.995361
	Iteration 0F: 3 clusters Score -114843.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -115252.757812 Penalty: 2253.995361
	Iteration 1F: 3 clusters Score -115252.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -115437.937500 Penalty: 2253.995361
	Iteration 2F: 3 clusters Score -115437.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -115686.203125 Penalty: 2253.995361
	Iteration 3F: 3 clusters Score -115686.2 nChanged 91
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: -116008.093750 Penalty: 2253.995361
	Iteration 4F: 3 clusters Score -116008.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -116203.101562 Penalty: 2253.995361
	Iteration 5F: 3 clusters Score -116203.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -116323.085938 Penalty: 2253.995361
	Iteration 6F: 3 clusters Score -116323.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -116423.835938 Penalty: 2253.995361
	Iteration 7Q: 3 clusters Score -116423.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -116462.273438 Penalty: 2253.995361
	Iteration 8Q: 3 clusters Score -116462.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -116491.351562 Penalty: 2253.995361
	Iteration 9Q: 3 clusters Score -116491.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -116503.515625 Penalty: 2253.995361
	Iteration 10Q: 3 clusters Score -116503.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -116507.226562 Penalty: 2253.995361
	Iteration 11Q: 3 clusters Score -116507.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -116509.773438 Penalty: 2253.995361
	Iteration 12Q: 3 clusters Score -116509.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -116510.914062 Penalty: 2253.995361
	Iteration 13Q: 3 clusters Score -116510.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -116510.914062 Penalty: 2253.995361
	Iteration 14F: 3 clusters Score -116510.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105039 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58496 members 
Mstep: Class 6 contains 26125 members 
Mstep: Class 7 contains 10223 members 
Mstep: Class 8 contains 95861 members 
Mstep: Class 9 contains 98791 members 
Mstep: Class 10 contains 8165 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66224 members 
Mstep: Class 14 contains 35219 members 
Mstep: Class 15 contains 105475 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14071 members 
Mstep: Class 20 contains 6374 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16292 members 
Mstep: Class 23 contains 96547 members 
Mstep: Class 24 contains 69331 members 
Mstep: Class 25 contains 32121 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 513 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6993 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6661 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Mstep: Class 41 contains 515 members 
Entering Unmasked Estep 
Score: -111787320.000000 Penalty: 91479.007812
Splitting cluster 27 changes total score from -111788320.000000 to -111787320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (2909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Entering Unmasked Estep 
Score: -351262.812500 Penalty: 1296.029175
	Iteration 0F: 2 clusters Score -351262.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -348643.437500 Penalty: 2592.058350
	Iteration 0F: 3 clusters Score -348643.4 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -349279.656250 Penalty: 2592.058350
	Iteration 1F: 3 clusters Score -349279.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -349410.375000 Penalty: 2592.058350
	Iteration 2F: 3 clusters Score -349410.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -349487.562500 Penalty: 2592.058350
	Iteration 3F: 3 clusters Score -349487.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -349547.937500 Penalty: 2592.058350
	Iteration 4Q: 3 clusters Score -349547.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -349601.218750 Penalty: 2592.058350
	Iteration 5Q: 3 clusters Score -349601.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -349644.125000 Penalty: 2592.058350
	Iteration 6Q: 3 clusters Score -349644.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -349677.250000 Penalty: 2592.058350
	Iteration 7Q: 3 clusters Score -349677.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -349714.406250 Penalty: 2592.058350
	Iteration 8Q: 3 clusters Score -349714.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -349739.062500 Penalty: 2592.058350
	Iteration 9Q: 3 clusters Score -349739.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -349760.375000 Penalty: 2592.058350
	Iteration 10Q: 3 clusters Score -349760.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -349774.031250 Penalty: 2592.058350
	Iteration 11Q: 3 clusters Score -349774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -349789.281250 Penalty: 2592.058350
	Iteration 12Q: 3 clusters Score -349789.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -349807.312500 Penalty: 2592.058350
	Iteration 13Q: 3 clusters Score -349807.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -349826.343750 Penalty: 2592.058350
	Iteration 14Q: 3 clusters Score -349826.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -349851.968750 Penalty: 2592.058350
	Iteration 15Q: 3 clusters Score -349852 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -349875.812500 Penalty: 2592.058350
	Iteration 16Q: 3 clusters Score -349875.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -349901.281250 Penalty: 2592.058350
	Iteration 17Q: 3 clusters Score -349901.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -349914.218750 Penalty: 2592.058350
	Iteration 18Q: 3 clusters Score -349914.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -349924.593750 Penalty: 2592.058350
	Iteration 19Q: 3 clusters Score -349924.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -349930.437500 Penalty: 2592.058350
	Iteration 20F: 3 clusters Score -349930.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -349936.437500 Penalty: 2592.058350
	Iteration 21Q: 3 clusters Score -349936.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -349942.937500 Penalty: 2592.058350
	Iteration 22Q: 3 clusters Score -349942.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -349947.968750 Penalty: 2592.058350
	Iteration 23Q: 3 clusters Score -349948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -349953.062500 Penalty: 2592.058350
	Iteration 24Q: 3 clusters Score -349953.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -349957.812500 Penalty: 2592.058350
	Iteration 25Q: 3 clusters Score -349957.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -349961.250000 Penalty: 2592.058350
	Iteration 26Q: 3 clusters Score -349961.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -349965.406250 Penalty: 2592.058350
	Iteration 27Q: 3 clusters Score -349965.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -349968.187500 Penalty: 2592.058350
	Iteration 28Q: 3 clusters Score -349968.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -349970.750000 Penalty: 2592.058350
	Iteration 29Q: 3 clusters Score -349970.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -349972.187500 Penalty: 2592.058350
	Iteration 30Q: 3 clusters Score -349972.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -349973.375000 Penalty: 2592.058350
	Iteration 31Q: 3 clusters Score -349973.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -349973.843750 Penalty: 2592.058350
	Iteration 32Q: 3 clusters Score -349973.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -349976.437500 Penalty: 2592.058350
	Iteration 33Q: 3 clusters Score -349976.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -349978.906250 Penalty: 2592.058350
	Iteration 34Q: 3 clusters Score -349978.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -349982.062500 Penalty: 2592.058350
	Iteration 35Q: 3 clusters Score -349982.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -349984.968750 Penalty: 2592.058350
	Iteration 36Q: 3 clusters Score -349985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -349987.656250 Penalty: 2592.058350
	Iteration 37Q: 3 clusters Score -349987.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -349990.000000 Penalty: 2592.058350
	Iteration 38Q: 3 clusters Score -349990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -349992.531250 Penalty: 2592.058350
	Iteration 39Q: 3 clusters Score -349992.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -349994.968750 Penalty: 2592.058350
	Iteration 40F: 3 clusters Score -349995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -349999.812500 Penalty: 2592.058350
	Iteration 41Q: 3 clusters Score -349999.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -350002.593750 Penalty: 2592.058350
	Iteration 42Q: 3 clusters Score -350002.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -350005.656250 Penalty: 2592.058350
	Iteration 43Q: 3 clusters Score -350005.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -350008.843750 Penalty: 2592.058350
	Iteration 44Q: 3 clusters Score -350008.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -350010.687500 Penalty: 2592.058350
	Iteration 45Q: 3 clusters Score -350010.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -350011.406250 Penalty: 2592.058350
	Iteration 46Q: 3 clusters Score -350011.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -350012.750000 Penalty: 2592.058350
	Iteration 47Q: 3 clusters Score -350012.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -350012.875000 Penalty: 2592.058350
	Iteration 48Q: 3 clusters Score -350012.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -350013.750000 Penalty: 2592.058350
	Iteration 49Q: 3 clusters Score -350013.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -350014.625000 Penalty: 2592.058350
	Iteration 50Q: 3 clusters Score -350014.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -350016.281250 Penalty: 2592.058350
	Iteration 51Q: 3 clusters Score -350016.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -350016.531250 Penalty: 2592.058350
	Iteration 52Q: 3 clusters Score -350016.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -350017.125000 Penalty: 2592.058350
	Iteration 53Q: 3 clusters Score -350017.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -350017.906250 Penalty: 2592.058350
	Iteration 54Q: 3 clusters Score -350017.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -350018.375000 Penalty: 2592.058350
	Iteration 55Q: 3 clusters Score -350018.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -350019.531250 Penalty: 2592.058350
	Iteration 56Q: 3 clusters Score -350019.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -350020.656250 Penalty: 2592.058350
	Iteration 57Q: 3 clusters Score -350020.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -350020.781250 Penalty: 2592.058350
	Iteration 58Q: 3 clusters Score -350020.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -350021.750000 Penalty: 2592.058350
	Iteration 59Q: 3 clusters Score -350021.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -350022.093750 Penalty: 2592.058350
	Iteration 60F: 3 clusters Score -350022.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Entering Unmasked Estep 
Score: -865602.812500 Penalty: 1438.558105
	Iteration 0F: 2 clusters Score -865602.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -860386.437500 Penalty: 2877.116211
	Iteration 0F: 3 clusters Score -860386.4 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -862042.250000 Penalty: 2877.116211
	Iteration 1F: 3 clusters Score -862042.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -862391.687500 Penalty: 2877.116211
	Iteration 2F: 3 clusters Score -862391.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -862782.875000 Penalty: 2877.116211
	Iteration 3F: 3 clusters Score -862782.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -863250.250000 Penalty: 2877.116211
	Iteration 4F: 3 clusters Score -863250.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -863892.312500 Penalty: 2877.116211
	Iteration 5F: 3 clusters Score -863892.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -864421.000000 Penalty: 2877.116211
	Iteration 6F: 3 clusters Score -864421 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -864749.562500 Penalty: 2877.116211
	Iteration 7F: 3 clusters Score -864749.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -864924.000000 Penalty: 2877.116211
	Iteration 8Q: 3 clusters Score -864924 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -865020.750000 Penalty: 2877.116211
	Iteration 9Q: 3 clusters Score -865020.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -865091.750000 Penalty: 2877.116211
	Iteration 10Q: 3 clusters Score -865091.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -865141.250000 Penalty: 2877.116211
	Iteration 11Q: 3 clusters Score -865141.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -865182.125000 Penalty: 2877.116211
	Iteration 12Q: 3 clusters Score -865182.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -865227.562500 Penalty: 2877.116211
	Iteration 13Q: 3 clusters Score -865227.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -865275.250000 Penalty: 2877.116211
	Iteration 14Q: 3 clusters Score -865275.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -865335.062500 Penalty: 2877.116211
	Iteration 15Q: 3 clusters Score -865335.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -865407.812500 Penalty: 2877.116211
	Iteration 16Q: 3 clusters Score -865407.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -865499.937500 Penalty: 2877.116211
	Iteration 17Q: 3 clusters Score -865499.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -865573.687500 Penalty: 2877.116211
	Iteration 18Q: 3 clusters Score -865573.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -865636.875000 Penalty: 2877.116211
	Iteration 19Q: 3 clusters Score -865636.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -865686.625000 Penalty: 2877.116211
	Iteration 20F: 3 clusters Score -865686.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -865727.500000 Penalty: 2877.116211
	Iteration 21Q: 3 clusters Score -865727.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -865758.437500 Penalty: 2877.116211
	Iteration 22Q: 3 clusters Score -865758.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -865773.437500 Penalty: 2877.116211
	Iteration 23Q: 3 clusters Score -865773.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -865783.437500 Penalty: 2877.116211
	Iteration 24Q: 3 clusters Score -865783.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -865790.750000 Penalty: 2877.116211
	Iteration 25Q: 3 clusters Score -865790.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -865793.875000 Penalty: 2877.116211
	Iteration 26Q: 3 clusters Score -865793.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -865794.687500 Penalty: 2877.116211
	Iteration 27Q: 3 clusters Score -865794.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -865796.000000 Penalty: 2877.116211
	Iteration 28Q: 3 clusters Score -865796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -865795.937500 Penalty: 2877.116211
	Iteration 29Q: 3 clusters Score -865795.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -865796.437500 Penalty: 2877.116211
	Iteration 30Q: 3 clusters Score -865796.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -865797.312500 Penalty: 2877.116211
	Iteration 31Q: 3 clusters Score -865797.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -865797.625000 Penalty: 2877.116211
	Iteration 32Q: 3 clusters Score -865797.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -865798.500000 Penalty: 2877.116211
	Iteration 33Q: 3 clusters Score -865798.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -865798.500000 Penalty: 2877.116211
	Iteration 34F: 3 clusters Score -865798.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105039 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58496 members 
Mstep: Class 6 contains 26125 members 
Mstep: Class 7 contains 10223 members 
Mstep: Class 8 contains 95861 members 
Mstep: Class 9 contains 98791 members 
Mstep: Class 10 contains 8165 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66224 members 
Mstep: Class 14 contains 35219 members 
Mstep: Class 15 contains 105475 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14071 members 
Mstep: Class 20 contains 6374 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16292 members 
Mstep: Class 23 contains 96547 members 
Mstep: Class 24 contains 69331 members 
Mstep: Class 25 contains 32121 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 2281 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6661 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Mstep: Class 41 contains 4712 members 
Entering Unmasked Estep 
Score: -111787840.000000 Penalty: 91479.007812
Splitting cluster 29 changes total score from -111788320.000000 to -111787840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Entering Unmasked Estep 
Score: -149825.593750 Penalty: 1177.997437
	Iteration 0F: 2 clusters Score -149825.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -148144.437500 Penalty: 2355.994873
	Iteration 0F: 3 clusters Score -148144.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -148484.734375 Penalty: 2355.994873
	Iteration 1F: 3 clusters Score -148484.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -148659.843750 Penalty: 2355.994873
	Iteration 2F: 3 clusters Score -148659.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -148854.500000 Penalty: 2355.994873
	Iteration 3F: 3 clusters Score -148854.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -149038.015625 Penalty: 2355.994873
	Iteration 4F: 3 clusters Score -149038 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -149154.484375 Penalty: 2355.994873
	Iteration 5F: 3 clusters Score -149154.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -149218.609375 Penalty: 2355.994873
	Iteration 6Q: 3 clusters Score -149218.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -149290.296875 Penalty: 2355.994873
	Iteration 7Q: 3 clusters Score -149290.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -149360.718750 Penalty: 2355.994873
	Iteration 8Q: 3 clusters Score -149360.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -149406.468750 Penalty: 2355.994873
	Iteration 9Q: 3 clusters Score -149406.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -149454.187500 Penalty: 2355.994873
	Iteration 10Q: 3 clusters Score -149454.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -149488.125000 Penalty: 2355.994873
	Iteration 11Q: 3 clusters Score -149488.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -149521.937500 Penalty: 2355.994873
	Iteration 12Q: 3 clusters Score -149521.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -149557.000000 Penalty: 2355.994873
	Iteration 13Q: 3 clusters Score -149557 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -149591.718750 Penalty: 2355.994873
	Iteration 14Q: 3 clusters Score -149591.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -149624.250000 Penalty: 2355.994873
	Iteration 15Q: 3 clusters Score -149624.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -149639.953125 Penalty: 2355.994873
	Iteration 16Q: 3 clusters Score -149640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -149666.625000 Penalty: 2355.994873
	Iteration 17Q: 3 clusters Score -149666.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -149686.468750 Penalty: 2355.994873
	Iteration 18Q: 3 clusters Score -149686.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -149701.281250 Penalty: 2355.994873
	Iteration 19Q: 3 clusters Score -149701.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -149707.687500 Penalty: 2355.994873
	Iteration 20F: 3 clusters Score -149707.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -149719.421875 Penalty: 2355.994873
	Iteration 21Q: 3 clusters Score -149719.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -149723.640625 Penalty: 2355.994873
	Iteration 22Q: 3 clusters Score -149723.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -149725.109375 Penalty: 2355.994873
	Iteration 23Q: 3 clusters Score -149725.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -149727.968750 Penalty: 2355.994873
	Iteration 24Q: 3 clusters Score -149728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -149729.453125 Penalty: 2355.994873
	Iteration 25Q: 3 clusters Score -149729.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -149734.765625 Penalty: 2355.994873
	Iteration 26Q: 3 clusters Score -149734.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -149739.687500 Penalty: 2355.994873
	Iteration 27Q: 3 clusters Score -149739.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -149741.687500 Penalty: 2355.994873
	Iteration 28Q: 3 clusters Score -149741.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -149744.093750 Penalty: 2355.994873
	Iteration 29Q: 3 clusters Score -149744.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -149744.609375 Penalty: 2355.994873
	Iteration 30Q: 3 clusters Score -149744.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -149744.812500 Penalty: 2355.994873
	Iteration 31Q: 3 clusters Score -149744.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -149744.812500 Penalty: 2355.994873
	Iteration 32F: 3 clusters Score -149744.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Entering Unmasked Estep 
Score: -1159777.125000 Penalty: 1484.730225
	Iteration 0F: 2 clusters Score -1159777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1153130.375000 Penalty: 2969.460449
	Iteration 0F: 3 clusters Score -1153130 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1155696.125000 Penalty: 2969.460449
	Iteration 1F: 3 clusters Score -1155696 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1156265.000000 Penalty: 2969.460449
	Iteration 2F: 3 clusters Score -1156265 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1156865.625000 Penalty: 2969.460449
	Iteration 3F: 3 clusters Score -1156866 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1157411.250000 Penalty: 2969.460449
	Iteration 4F: 3 clusters Score -1157411 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1157909.125000 Penalty: 2969.460449
	Iteration 5F: 3 clusters Score -1157909 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1158262.875000 Penalty: 2969.460449
	Iteration 6F: 3 clusters Score -1158263 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1158489.000000 Penalty: 2969.460449
	Iteration 7Q: 3 clusters Score -1158489 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1158609.500000 Penalty: 2969.460449
	Iteration 8Q: 3 clusters Score -1158610 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1158678.625000 Penalty: 2969.460449
	Iteration 9Q: 3 clusters Score -1158679 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1158730.125000 Penalty: 2969.460449
	Iteration 10Q: 3 clusters Score -1158730 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1158762.750000 Penalty: 2969.460449
	Iteration 11Q: 3 clusters Score -1158763 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1158790.625000 Penalty: 2969.460449
	Iteration 12Q: 3 clusters Score -1158791 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1158808.500000 Penalty: 2969.460449
	Iteration 13Q: 3 clusters Score -1158808 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1158822.625000 Penalty: 2969.460449
	Iteration 14Q: 3 clusters Score -1158823 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1158828.500000 Penalty: 2969.460449
	Iteration 15Q: 3 clusters Score -1158828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1158833.125000 Penalty: 2969.460449
	Iteration 16Q: 3 clusters Score -1158833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1158837.875000 Penalty: 2969.460449
	Iteration 17Q: 3 clusters Score -1158838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1158842.000000 Penalty: 2969.460449
	Iteration 18Q: 3 clusters Score -1158842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1158843.375000 Penalty: 2969.460449
	Iteration 19Q: 3 clusters Score -1158843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1158846.250000 Penalty: 2969.460449
	Iteration 20F: 3 clusters Score -1158846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1158849.125000 Penalty: 2969.460449
	Iteration 21Q: 3 clusters Score -1158849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1158848.375000 Penalty: 2969.460449
	Iteration 22Q: 3 clusters Score -1158848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1158849.375000 Penalty: 2969.460449
	Iteration 23Q: 3 clusters Score -1158849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1158848.875000 Penalty: 2969.460449
	Iteration 24Q: 3 clusters Score -1158849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1158848.375000 Penalty: 2969.460449
	Iteration 25Q: 3 clusters Score -1158848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1158847.375000 Penalty: 2969.460449
	Iteration 26Q: 3 clusters Score -1158847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1158846.375000 Penalty: 2969.460449
	Iteration 27Q: 3 clusters Score -1158846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1158848.875000 Penalty: 2969.460449
	Iteration 28Q: 3 clusters Score -1158849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1158849.500000 Penalty: 2969.460449
	Iteration 29Q: 3 clusters Score -1158850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1158849.500000 Penalty: 2969.460449
	Iteration 30F: 3 clusters Score -1158850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -12430.036133 Penalty: 959.177917
	Iteration 0F: 2 clusters Score -12430.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -11644.118164 Penalty: 1918.355835
	Iteration 0F: 3 clusters Score -11644.12 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -11924.508789 Penalty: 1918.355835
	Iteration 1F: 3 clusters Score -11924.51 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -12027.342773 Penalty: 1918.355835
	Iteration 2F: 3 clusters Score -12027.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -12093.756836 Penalty: 1918.355835
	Iteration 3Q: 3 clusters Score -12093.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -12119.136719 Penalty: 1918.355835
	Iteration 4Q: 3 clusters Score -12119.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -12149.412109 Penalty: 1918.355835
	Iteration 5Q: 3 clusters Score -12149.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -12189.576172 Penalty: 1918.355835
	Iteration 6Q: 3 clusters Score -12189.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -12217.943359 Penalty: 1918.355835
	Iteration 7Q: 3 clusters Score -12217.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -12246.440430 Penalty: 1918.355835
	Iteration 8Q: 3 clusters Score -12246.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -12282.227539 Penalty: 1918.355835
	Iteration 9Q: 3 clusters Score -12282.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -12316.359375 Penalty: 1918.355835
	Iteration 10Q: 3 clusters Score -12316.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -12349.041016 Penalty: 1918.355835
	Iteration 11Q: 3 clusters Score -12349.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -12419.016602 Penalty: 1918.355835
	Iteration 12Q: 3 clusters Score -12419.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -12430.747070 Penalty: 1918.355835
	Iteration 13F: 3 clusters Score -12430.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -12546.498047 Penalty: 1918.355835
	Iteration 14Q: 3 clusters Score -12546.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -12590.356445 Penalty: 1918.355835
	Iteration 15Q: 3 clusters Score -12590.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -12630.591797 Penalty: 1918.355835
	Iteration 16Q: 3 clusters Score -12630.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -12666.735352 Penalty: 1918.355835
	Iteration 17Q: 3 clusters Score -12666.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -12671.475586 Penalty: 1918.355835
	Iteration 18Q: 3 clusters Score -12671.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -12676.807617 Penalty: 1918.355835
	Iteration 19Q: 3 clusters Score -12676.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -12691.895508 Penalty: 1918.355835
	Iteration 20F: 3 clusters Score -12691.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -12723.697266 Penalty: 1918.355835
	Iteration 21Q: 3 clusters Score -12723.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -12738.625977 Penalty: 1918.355835
	Iteration 22Q: 3 clusters Score -12738.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -12761.114258 Penalty: 1918.355835
	Iteration 23Q: 3 clusters Score -12761.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -12762.590820 Penalty: 1918.355835
	Iteration 24Q: 3 clusters Score -12762.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -12763.083984 Penalty: 1918.355835
	Iteration 25F: 3 clusters Score -12763.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -12768.101562 Penalty: 1918.355835
	Iteration 26Q: 3 clusters Score -12768.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -12790.191406 Penalty: 1918.355835
	Iteration 27Q: 3 clusters Score -12790.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -12802.092773 Penalty: 1918.355835
	Iteration 28Q: 3 clusters Score -12802.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -12810.121094 Penalty: 1918.355835
	Iteration 29Q: 3 clusters Score -12810.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -12815.640625 Penalty: 1918.355835
	Iteration 30Q: 3 clusters Score -12815.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -12818.133789 Penalty: 1918.355835
	Iteration 31Q: 3 clusters Score -12818.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -12822.064453 Penalty: 1918.355835
	Iteration 32Q: 3 clusters Score -12822.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -12823.158203 Penalty: 1918.355835
	Iteration 33Q: 3 clusters Score -12823.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -12824.014648 Penalty: 1918.355835
	Iteration 34Q: 3 clusters Score -12824.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -12824.014648 Penalty: 1918.355835
	Iteration 35F: 3 clusters Score -12824.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105039 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58496 members 
Mstep: Class 6 contains 26125 members 
Mstep: Class 7 contains 10223 members 
Mstep: Class 8 contains 95861 members 
Mstep: Class 9 contains 98791 members 
Mstep: Class 10 contains 8165 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66224 members 
Mstep: Class 14 contains 35219 members 
Mstep: Class 15 contains 105475 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14071 members 
Mstep: Class 20 contains 6374 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16292 members 
Mstep: Class 23 contains 96547 members 
Mstep: Class 24 contains 69331 members 
Mstep: Class 25 contains 32121 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6993 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 172 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6661 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Mstep: Class 41 contains 194 members 
Entering Unmasked Estep 
Score: -111787496.000000 Penalty: 91479.007812
Splitting cluster 32 changes total score from -111788320.000000 to -111787496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (3110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Entering Unmasked Estep 
Score: -377174.593750 Penalty: 1306.886475
	Iteration 0F: 2 clusters Score -377174.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -374414.156250 Penalty: 2613.772949
	Iteration 0F: 3 clusters Score -374414.2 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -375405.656250 Penalty: 2613.772949
	Iteration 1F: 3 clusters Score -375405.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -375715.093750 Penalty: 2613.772949
	Iteration 2F: 3 clusters Score -375715.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -375966.156250 Penalty: 2613.772949
	Iteration 3F: 3 clusters Score -375966.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -376150.750000 Penalty: 2613.772949
	Iteration 4F: 3 clusters Score -376150.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -376258.093750 Penalty: 2613.772949
	Iteration 5Q: 3 clusters Score -376258.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -376335.656250 Penalty: 2613.772949
	Iteration 6Q: 3 clusters Score -376335.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -376395.718750 Penalty: 2613.772949
	Iteration 7Q: 3 clusters Score -376395.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -376441.562500 Penalty: 2613.772949
	Iteration 8Q: 3 clusters Score -376441.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -376526.468750 Penalty: 2613.772949
	Iteration 9Q: 3 clusters Score -376526.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -376652.156250 Penalty: 2613.772949
	Iteration 10Q: 3 clusters Score -376652.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -376807.812500 Penalty: 2613.772949
	Iteration 11Q: 3 clusters Score -376807.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -376971.781250 Penalty: 2613.772949
	Iteration 12Q: 3 clusters Score -376971.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -377052.343750 Penalty: 2613.772949
	Iteration 13Q: 3 clusters Score -377052.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -377094.187500 Penalty: 2613.772949
	Iteration 14Q: 3 clusters Score -377094.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -377131.343750 Penalty: 2613.772949
	Iteration 15Q: 3 clusters Score -377131.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -377160.812500 Penalty: 2613.772949
	Iteration 16Q: 3 clusters Score -377160.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -377178.875000 Penalty: 2613.772949
	Iteration 17Q: 3 clusters Score -377178.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -377191.875000 Penalty: 2613.772949
	Iteration 18Q: 3 clusters Score -377191.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -377201.875000 Penalty: 2613.772949
	Iteration 19Q: 3 clusters Score -377201.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -377206.218750 Penalty: 2613.772949
	Iteration 20F: 3 clusters Score -377206.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -377210.156250 Penalty: 2613.772949
	Iteration 21Q: 3 clusters Score -377210.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -377212.281250 Penalty: 2613.772949
	Iteration 22Q: 3 clusters Score -377212.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -377214.312500 Penalty: 2613.772949
	Iteration 23Q: 3 clusters Score -377214.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -377214.343750 Penalty: 2613.772949
	Iteration 24Q: 3 clusters Score -377214.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -377216.562500 Penalty: 2613.772949
	Iteration 25Q: 3 clusters Score -377216.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -377218.031250 Penalty: 2613.772949
	Iteration 26Q: 3 clusters Score -377218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -377219.156250 Penalty: 2613.772949
	Iteration 27Q: 3 clusters Score -377219.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -377219.500000 Penalty: 2613.772949
	Iteration 28Q: 3 clusters Score -377219.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -377219.812500 Penalty: 2613.772949
	Iteration 29Q: 3 clusters Score -377219.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -377220.562500 Penalty: 2613.772949
	Iteration 30Q: 3 clusters Score -377220.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -377220.562500 Penalty: 2613.772949
	Iteration 31F: 3 clusters Score -377220.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105039 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58496 members 
Mstep: Class 6 contains 26125 members 
Mstep: Class 7 contains 10223 members 
Mstep: Class 8 contains 95861 members 
Mstep: Class 9 contains 98791 members 
Mstep: Class 10 contains 8165 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66224 members 
Mstep: Class 14 contains 35219 members 
Mstep: Class 15 contains 105475 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14071 members 
Mstep: Class 20 contains 6374 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16292 members 
Mstep: Class 23 contains 96547 members 
Mstep: Class 24 contains 69331 members 
Mstep: Class 25 contains 32121 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6993 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 1611 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6661 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Mstep: Class 41 contains 1499 members 
Entering Unmasked Estep 
Score: -111787480.000000 Penalty: 91479.007812
Splitting cluster 33 changes total score from -111788320.000000 to -111787480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -40201.996094 Penalty: 989.469849
	Iteration 0F: 2 clusters Score -40202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39277.128906 Penalty: 1978.939697
	Iteration 0F: 3 clusters Score -39277.13 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39466.578125 Penalty: 1978.939697
	Iteration 1F: 3 clusters Score -39466.58 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39553.914062 Penalty: 1978.939697
	Iteration 2F: 3 clusters Score -39553.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39654.179688 Penalty: 1978.939697
	Iteration 3F: 3 clusters Score -39654.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39780.371094 Penalty: 1978.939697
	Iteration 4Q: 3 clusters Score -39780.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39853.179688 Penalty: 1978.939697
	Iteration 5Q: 3 clusters Score -39853.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39895.832031 Penalty: 1978.939697
	Iteration 6Q: 3 clusters Score -39895.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39949.386719 Penalty: 1978.939697
	Iteration 7Q: 3 clusters Score -39949.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39972.636719 Penalty: 1978.939697
	Iteration 8Q: 3 clusters Score -39972.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39980.835938 Penalty: 1978.939697
	Iteration 9Q: 3 clusters Score -39980.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39982.046875 Penalty: 1978.939697
	Iteration 10Q: 3 clusters Score -39982.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39982.046875 Penalty: 1978.939697
	Iteration 11F: 3 clusters Score -39982.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Entering Unmasked Estep 
Score: -780651.437500 Penalty: 1430.654053
	Iteration 0F: 2 clusters Score -780651.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -775631.187500 Penalty: 2861.308105
	Iteration 0F: 3 clusters Score -775631.2 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -777363.937500 Penalty: 2861.308105
	Iteration 1F: 3 clusters Score -777363.9 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -778026.687500 Penalty: 2861.308105
	Iteration 2F: 3 clusters Score -778026.7 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -778829.000000 Penalty: 2861.308105
	Iteration 3F: 3 clusters Score -778829 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -779592.000000 Penalty: 2861.308105
	Iteration 4F: 3 clusters Score -779592 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -780173.312500 Penalty: 2861.308105
	Iteration 5F: 3 clusters Score -780173.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -780587.875000 Penalty: 2861.308105
	Iteration 6F: 3 clusters Score -780587.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -780817.562500 Penalty: 2861.308105
	Iteration 7Q: 3 clusters Score -780817.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -780915.750000 Penalty: 2861.308105
	Iteration 8Q: 3 clusters Score -780915.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -780953.937500 Penalty: 2861.308105
	Iteration 9Q: 3 clusters Score -780953.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -780971.187500 Penalty: 2861.308105
	Iteration 10Q: 3 clusters Score -780971.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -780982.000000 Penalty: 2861.308105
	Iteration 11Q: 3 clusters Score -780982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -780987.187500 Penalty: 2861.308105
	Iteration 12Q: 3 clusters Score -780987.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -780993.312500 Penalty: 2861.308105
	Iteration 13Q: 3 clusters Score -780993.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -780997.125000 Penalty: 2861.308105
	Iteration 14Q: 3 clusters Score -780997.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -780999.750000 Penalty: 2861.308105
	Iteration 15Q: 3 clusters Score -780999.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -781002.187500 Penalty: 2861.308105
	Iteration 16Q: 3 clusters Score -781002.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -781006.562500 Penalty: 2861.308105
	Iteration 17Q: 3 clusters Score -781006.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -781012.125000 Penalty: 2861.308105
	Iteration 18Q: 3 clusters Score -781012.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -781018.312500 Penalty: 2861.308105
	Iteration 19Q: 3 clusters Score -781018.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -781028.125000 Penalty: 2861.308105
	Iteration 20F: 3 clusters Score -781028.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -781036.562500 Penalty: 2861.308105
	Iteration 21Q: 3 clusters Score -781036.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -781046.250000 Penalty: 2861.308105
	Iteration 22Q: 3 clusters Score -781046.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -781055.062500 Penalty: 2861.308105
	Iteration 23Q: 3 clusters Score -781055.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -781057.750000 Penalty: 2861.308105
	Iteration 24Q: 3 clusters Score -781057.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -781060.687500 Penalty: 2861.308105
	Iteration 25Q: 3 clusters Score -781060.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -781064.187500 Penalty: 2861.308105
	Iteration 26Q: 3 clusters Score -781064.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -781066.687500 Penalty: 2861.308105
	Iteration 27Q: 3 clusters Score -781066.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -781067.250000 Penalty: 2861.308105
	Iteration 28Q: 3 clusters Score -781067.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -781068.062500 Penalty: 2861.308105
	Iteration 29Q: 3 clusters Score -781068.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -781068.062500 Penalty: 2861.308105
	Iteration 30Q: 3 clusters Score -781068.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -781068.750000 Penalty: 2861.308105
	Iteration 31Q: 3 clusters Score -781068.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -781067.375000 Penalty: 2861.308105
	Iteration 32Q: 3 clusters Score -781067.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -781070.437500 Penalty: 2861.308105
	Iteration 33Q: 3 clusters Score -781070.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -781071.312500 Penalty: 2861.308105
	Iteration 34Q: 3 clusters Score -781071.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -781071.312500 Penalty: 2861.308105
	Iteration 35Q: 3 clusters Score -781071.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -781072.937500 Penalty: 2861.308105
	Iteration 36Q: 3 clusters Score -781072.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -781074.875000 Penalty: 2861.308105
	Iteration 37Q: 3 clusters Score -781074.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -781077.125000 Penalty: 2861.308105
	Iteration 38Q: 3 clusters Score -781077.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -781084.500000 Penalty: 2861.308105
	Iteration 39Q: 3 clusters Score -781084.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -781087.250000 Penalty: 2861.308105
	Iteration 40F: 3 clusters Score -781087.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -781091.312500 Penalty: 2861.308105
	Iteration 41Q: 3 clusters Score -781091.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -781095.437500 Penalty: 2861.308105
	Iteration 42Q: 3 clusters Score -781095.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -781099.500000 Penalty: 2861.308105
	Iteration 43Q: 3 clusters Score -781099.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -781100.437500 Penalty: 2861.308105
	Iteration 44Q: 3 clusters Score -781100.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -781102.750000 Penalty: 2861.308105
	Iteration 45Q: 3 clusters Score -781102.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -781101.875000 Penalty: 2861.308105
	Iteration 46Q: 3 clusters Score -781101.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -781103.062500 Penalty: 2861.308105
	Iteration 47Q: 3 clusters Score -781103.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -781103.062500 Penalty: 2861.308105
	Iteration 48F: 3 clusters Score -781103.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105039 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58496 members 
Mstep: Class 6 contains 26125 members 
Mstep: Class 7 contains 10223 members 
Mstep: Class 8 contains 95861 members 
Mstep: Class 9 contains 98791 members 
Mstep: Class 10 contains 8165 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66224 members 
Mstep: Class 14 contains 35219 members 
Mstep: Class 15 contains 105475 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14071 members 
Mstep: Class 20 contains 6374 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16292 members 
Mstep: Class 23 contains 96547 members 
Mstep: Class 24 contains 69331 members 
Mstep: Class 25 contains 32121 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6993 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 1833 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Mstep: Class 41 contains 4828 members 
Entering Unmasked Estep 
Score: -111787944.000000 Penalty: 91479.007812
Splitting cluster 35 changes total score from -111788320.000000 to -111787944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -50896.925781 Penalty: 992.028870
	Iteration 0F: 2 clusters Score -50896.93 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 237 members 
Entering Unmasked Estep 
Score: -49961.039062 Penalty: 1984.057739
	Iteration 0F: 3 clusters Score -49961.04 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -50316.988281 Penalty: 1984.057739
	Iteration 1F: 3 clusters Score -50316.99 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -50579.023438 Penalty: 1984.057739
	Iteration 2F: 3 clusters Score -50579.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -50648.097656 Penalty: 1984.057739
	Iteration 3F: 3 clusters Score -50648.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -50716.304688 Penalty: 1984.057739
	Iteration 4Q: 3 clusters Score -50716.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -50749.019531 Penalty: 1984.057739
	Iteration 5Q: 3 clusters Score -50749.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -50755.386719 Penalty: 1984.057739
	Iteration 6Q: 3 clusters Score -50755.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -50758.742188 Penalty: 1984.057739
	Iteration 7Q: 3 clusters Score -50758.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -50765.433594 Penalty: 1984.057739
	Iteration 8Q: 3 clusters Score -50765.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -50767.054688 Penalty: 1984.057739
	Iteration 9Q: 3 clusters Score -50767.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -50767.054688 Penalty: 1984.057739
	Iteration 10F: 3 clusters Score -50767.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Entering Unmasked Estep 
Score: -61255.585938 Penalty: 1025.656860
	Iteration 0F: 2 clusters Score -61255.59 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 284 members 
Entering Unmasked Estep 
Score: -60122.070312 Penalty: 2051.313721
	Iteration 0F: 3 clusters Score -60122.07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60333.339844 Penalty: 2051.313721
	Iteration 1F: 3 clusters Score -60333.34 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -60459.562500 Penalty: 2051.313721
	Iteration 2F: 3 clusters Score -60459.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -60580.296875 Penalty: 2051.313721
	Iteration 3Q: 3 clusters Score -60580.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -60699.179688 Penalty: 2051.313721
	Iteration 4F: 3 clusters Score -60699.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -60789.062500 Penalty: 2051.313721
	Iteration 5Q: 3 clusters Score -60789.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -60864.582031 Penalty: 2051.313721
	Iteration 6Q: 3 clusters Score -60864.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -60936.960938 Penalty: 2051.313721
	Iteration 7Q: 3 clusters Score -60936.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -60983.937500 Penalty: 2051.313721
	Iteration 8Q: 3 clusters Score -60983.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -61012.593750 Penalty: 2051.313721
	Iteration 9Q: 3 clusters Score -61012.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -61023.152344 Penalty: 2051.313721
	Iteration 10Q: 3 clusters Score -61023.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -61029.054688 Penalty: 2051.313721
	Iteration 11Q: 3 clusters Score -61029.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -61036.410156 Penalty: 2051.313721
	Iteration 12Q: 3 clusters Score -61036.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -61038.683594 Penalty: 2051.313721
	Iteration 13Q: 3 clusters Score -61038.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -61043.906250 Penalty: 2051.313721
	Iteration 14Q: 3 clusters Score -61043.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -61043.906250 Penalty: 2051.313721
	Iteration 15F: 3 clusters Score -61043.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -25183.906250 Penalty: 925.231506
	Iteration 0F: 2 clusters Score -25183.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -24379.853516 Penalty: 1850.463013
	Iteration 0F: 3 clusters Score -24379.85 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24606.232422 Penalty: 1850.463013
	Iteration 1F: 3 clusters Score -24606.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24717.544922 Penalty: 1850.463013
	Iteration 2F: 3 clusters Score -24717.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24775.990234 Penalty: 1850.463013
	Iteration 3Q: 3 clusters Score -24775.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24820.710938 Penalty: 1850.463013
	Iteration 4Q: 3 clusters Score -24820.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24846.658203 Penalty: 1850.463013
	Iteration 5Q: 3 clusters Score -24846.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24870.179688 Penalty: 1850.463013
	Iteration 6Q: 3 clusters Score -24870.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24939.205078 Penalty: 1850.463013
	Iteration 7Q: 3 clusters Score -24939.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24951.673828 Penalty: 1850.463013
	Iteration 8Q: 3 clusters Score -24951.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24956.685547 Penalty: 1850.463013
	Iteration 9Q: 3 clusters Score -24956.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24964.890625 Penalty: 1850.463013
	Iteration 10Q: 3 clusters Score -24964.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24968.013672 Penalty: 1850.463013
	Iteration 11Q: 3 clusters Score -24968.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -24973.310547 Penalty: 1850.463013
	Iteration 12Q: 3 clusters Score -24973.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24977.179688 Penalty: 1850.463013
	Iteration 13Q: 3 clusters Score -24977.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25004.130859 Penalty: 1850.463013
	Iteration 14Q: 3 clusters Score -25004.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25004.130859 Penalty: 1850.463013
	Iteration 15F: 3 clusters Score -25004.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -12286.672852 Penalty: 879.392456
	Iteration 0F: 2 clusters Score -12286.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11565.623047 Penalty: 1758.784912
	Iteration 0F: 3 clusters Score -11565.62 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11746.572266 Penalty: 1758.784912
	Iteration 1F: 3 clusters Score -11746.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11873.244141 Penalty: 1758.784912
	Iteration 2F: 3 clusters Score -11873.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11984.575195 Penalty: 1758.784912
	Iteration 3F: 3 clusters Score -11984.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12052.013672 Penalty: 1758.784912
	Iteration 4Q: 3 clusters Score -12052.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12107.329102 Penalty: 1758.784912
	Iteration 5Q: 3 clusters Score -12107.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12193.183594 Penalty: 1758.784912
	Iteration 6Q: 3 clusters Score -12193.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12258.995117 Penalty: 1758.784912
	Iteration 7Q: 3 clusters Score -12259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12262.892578 Penalty: 1758.784912
	Iteration 8Q: 3 clusters Score -12262.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12265.173828 Penalty: 1758.784912
	Iteration 9Q: 3 clusters Score -12265.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12265.173828 Penalty: 1758.784912
	Iteration 10F: 3 clusters Score -12265.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Entering Unmasked Estep 
Score: -678559.000000 Penalty: 1399.265625
	Iteration 0F: 2 clusters Score -678559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -674214.875000 Penalty: 2798.531250
	Iteration 0F: 3 clusters Score -674214.9 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -675539.875000 Penalty: 2798.531250
	Iteration 1F: 3 clusters Score -675539.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -675762.375000 Penalty: 2798.531250
	Iteration 2F: 3 clusters Score -675762.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -675896.187500 Penalty: 2798.531250
	Iteration 3F: 3 clusters Score -675896.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -675999.625000 Penalty: 2798.531250
	Iteration 4Q: 3 clusters Score -675999.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -676093.000000 Penalty: 2798.531250
	Iteration 5Q: 3 clusters Score -676093 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -676181.812500 Penalty: 2798.531250
	Iteration 6Q: 3 clusters Score -676181.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -676269.812500 Penalty: 2798.531250
	Iteration 7Q: 3 clusters Score -676269.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -676336.187500 Penalty: 2798.531250
	Iteration 8Q: 3 clusters Score -676336.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -676409.687500 Penalty: 2798.531250
	Iteration 9Q: 3 clusters Score -676409.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -676475.812500 Penalty: 2798.531250
	Iteration 10Q: 3 clusters Score -676475.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -676548.187500 Penalty: 2798.531250
	Iteration 11Q: 3 clusters Score -676548.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -676603.562500 Penalty: 2798.531250
	Iteration 12Q: 3 clusters Score -676603.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -676665.437500 Penalty: 2798.531250
	Iteration 13Q: 3 clusters Score -676665.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -676715.687500 Penalty: 2798.531250
	Iteration 14Q: 3 clusters Score -676715.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -676762.125000 Penalty: 2798.531250
	Iteration 15Q: 3 clusters Score -676762.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -676796.625000 Penalty: 2798.531250
	Iteration 16Q: 3 clusters Score -676796.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -676833.187500 Penalty: 2798.531250
	Iteration 17Q: 3 clusters Score -676833.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -676870.437500 Penalty: 2798.531250
	Iteration 18Q: 3 clusters Score -676870.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -676915.000000 Penalty: 2798.531250
	Iteration 19Q: 3 clusters Score -676915 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -676955.125000 Penalty: 2798.531250
	Iteration 20F: 3 clusters Score -676955.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -676991.875000 Penalty: 2798.531250
	Iteration 21Q: 3 clusters Score -676991.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -677019.687500 Penalty: 2798.531250
	Iteration 22Q: 3 clusters Score -677019.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -677044.125000 Penalty: 2798.531250
	Iteration 23Q: 3 clusters Score -677044.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -677070.375000 Penalty: 2798.531250
	Iteration 24Q: 3 clusters Score -677070.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -677097.125000 Penalty: 2798.531250
	Iteration 25Q: 3 clusters Score -677097.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -677127.562500 Penalty: 2798.531250
	Iteration 26Q: 3 clusters Score -677127.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -677170.437500 Penalty: 2798.531250
	Iteration 27Q: 3 clusters Score -677170.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -677209.687500 Penalty: 2798.531250
	Iteration 28Q: 3 clusters Score -677209.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -677254.312500 Penalty: 2798.531250
	Iteration 29Q: 3 clusters Score -677254.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -677295.250000 Penalty: 2798.531250
	Iteration 30Q: 3 clusters Score -677295.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -677313.187500 Penalty: 2798.531250
	Iteration 31Q: 3 clusters Score -677313.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -677328.125000 Penalty: 2798.531250
	Iteration 32Q: 3 clusters Score -677328.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -677338.000000 Penalty: 2798.531250
	Iteration 33Q: 3 clusters Score -677338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -677347.562500 Penalty: 2798.531250
	Iteration 34Q: 3 clusters Score -677347.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -677356.812500 Penalty: 2798.531250
	Iteration 35Q: 3 clusters Score -677356.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -677365.375000 Penalty: 2798.531250
	Iteration 36Q: 3 clusters Score -677365.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -677374.250000 Penalty: 2798.531250
	Iteration 37Q: 3 clusters Score -677374.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -677377.812500 Penalty: 2798.531250
	Iteration 38Q: 3 clusters Score -677377.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -677379.812500 Penalty: 2798.531250
	Iteration 39Q: 3 clusters Score -677379.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -677382.000000 Penalty: 2798.531250
	Iteration 40F: 3 clusters Score -677382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -677385.625000 Penalty: 2798.531250
	Iteration 41Q: 3 clusters Score -677385.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -677386.000000 Penalty: 2798.531250
	Iteration 42Q: 3 clusters Score -677386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -677386.937500 Penalty: 2798.531250
	Iteration 43Q: 3 clusters Score -677386.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -677393.875000 Penalty: 2798.531250
	Iteration 44Q: 3 clusters Score -677393.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -677396.312500 Penalty: 2798.531250
	Iteration 45Q: 3 clusters Score -677396.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -677399.625000 Penalty: 2798.531250
	Iteration 46Q: 3 clusters Score -677399.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -677400.187500 Penalty: 2798.531250
	Iteration 47Q: 3 clusters Score -677400.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -677401.875000 Penalty: 2798.531250
	Iteration 48Q: 3 clusters Score -677401.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -677403.000000 Penalty: 2798.531250
	Iteration 49Q: 3 clusters Score -677403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -677406.125000 Penalty: 2798.531250
	Iteration 50Q: 3 clusters Score -677406.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -677408.312500 Penalty: 2798.531250
	Iteration 51Q: 3 clusters Score -677408.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -677411.062500 Penalty: 2798.531250
	Iteration 52Q: 3 clusters Score -677411.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -677411.562500 Penalty: 2798.531250
	Iteration 53Q: 3 clusters Score -677411.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -677413.062500 Penalty: 2798.531250
	Iteration 54Q: 3 clusters Score -677413.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -677413.062500 Penalty: 2798.531250
	Iteration 55F: 3 clusters Score -677413.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105039 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58496 members 
Mstep: Class 6 contains 26125 members 
Mstep: Class 7 contains 10223 members 
Mstep: Class 8 contains 95861 members 
Mstep: Class 9 contains 98791 members 
Mstep: Class 10 contains 8165 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66224 members 
Mstep: Class 14 contains 35219 members 
Mstep: Class 15 contains 105475 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14071 members 
Mstep: Class 20 contains 6374 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16292 members 
Mstep: Class 23 contains 96547 members 
Mstep: Class 24 contains 69331 members 
Mstep: Class 25 contains 32121 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6993 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6661 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788376.000000 Penalty: 89247.812500
Iteration 319Q: 41 clusters Score -1.117884e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105034 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58494 members 
Mstep: Class 6 contains 26124 members 
Mstep: Class 7 contains 10224 members 
Mstep: Class 8 contains 95861 members 
Mstep: Class 9 contains 98792 members 
Mstep: Class 10 contains 8166 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66227 members 
Mstep: Class 14 contains 35219 members 
Mstep: Class 15 contains 105471 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14071 members 
Mstep: Class 20 contains 6374 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16292 members 
Mstep: Class 23 contains 96548 members 
Mstep: Class 24 contains 69337 members 
Mstep: Class 25 contains 32120 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6993 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6660 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788440.000000 Penalty: 89247.812500
Iteration 320F: 41 clusters Score -1.117884e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105029 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58496 members 
Mstep: Class 6 contains 26123 members 
Mstep: Class 7 contains 10224 members 
Mstep: Class 8 contains 95865 members 
Mstep: Class 9 contains 98783 members 
Mstep: Class 10 contains 8167 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66226 members 
Mstep: Class 14 contains 35221 members 
Mstep: Class 15 contains 105475 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14071 members 
Mstep: Class 20 contains 6374 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96549 members 
Mstep: Class 24 contains 69343 members 
Mstep: Class 25 contains 32118 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6994 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6657 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788416.000000 Penalty: 89247.812500
Iteration 321Q: 41 clusters Score -1.117884e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105027 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58496 members 
Mstep: Class 6 contains 26123 members 
Mstep: Class 7 contains 10224 members 
Mstep: Class 8 contains 95865 members 
Mstep: Class 9 contains 98780 members 
Mstep: Class 10 contains 8167 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66227 members 
Mstep: Class 14 contains 35221 members 
Mstep: Class 15 contains 105478 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14070 members 
Mstep: Class 20 contains 6374 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96550 members 
Mstep: Class 24 contains 69348 members 
Mstep: Class 25 contains 32116 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6994 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6654 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788448.000000 Penalty: 89247.812500
Iteration 322Q: 41 clusters Score -1.117884e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105030 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58497 members 
Mstep: Class 6 contains 26122 members 
Mstep: Class 7 contains 10224 members 
Mstep: Class 8 contains 95864 members 
Mstep: Class 9 contains 98780 members 
Mstep: Class 10 contains 8167 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66228 members 
Mstep: Class 14 contains 35222 members 
Mstep: Class 15 contains 105474 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14071 members 
Mstep: Class 20 contains 6374 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96550 members 
Mstep: Class 24 contains 69354 members 
Mstep: Class 25 contains 32113 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6994 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6650 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788544.000000 Penalty: 89247.812500
Iteration 323Q: 41 clusters Score -1.117885e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105036 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58495 members 
Mstep: Class 6 contains 26123 members 
Mstep: Class 7 contains 10225 members 
Mstep: Class 8 contains 95863 members 
Mstep: Class 9 contains 98777 members 
Mstep: Class 10 contains 8167 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66231 members 
Mstep: Class 14 contains 35222 members 
Mstep: Class 15 contains 105471 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14071 members 
Mstep: Class 20 contains 6374 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96552 members 
Mstep: Class 24 contains 69356 members 
Mstep: Class 25 contains 32111 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6994 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6646 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788512.000000 Penalty: 89247.812500
Iteration 324Q: 41 clusters Score -1.117885e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105031 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58494 members 
Mstep: Class 6 contains 26122 members 
Mstep: Class 7 contains 10225 members 
Mstep: Class 8 contains 95867 members 
Mstep: Class 9 contains 98780 members 
Mstep: Class 10 contains 8167 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66233 members 
Mstep: Class 14 contains 35221 members 
Mstep: Class 15 contains 105468 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14070 members 
Mstep: Class 20 contains 6375 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96553 members 
Mstep: Class 24 contains 69361 members 
Mstep: Class 25 contains 32109 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6994 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6644 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788520.000000 Penalty: 89247.812500
Iteration 325Q: 41 clusters Score -1.117885e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105026 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58491 members 
Mstep: Class 6 contains 26122 members 
Mstep: Class 7 contains 10225 members 
Mstep: Class 8 contains 95866 members 
Mstep: Class 9 contains 98782 members 
Mstep: Class 10 contains 8167 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66233 members 
Mstep: Class 14 contains 35221 members 
Mstep: Class 15 contains 105468 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14070 members 
Mstep: Class 20 contains 6375 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96558 members 
Mstep: Class 24 contains 69364 members 
Mstep: Class 25 contains 32108 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6994 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6644 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788552.000000 Penalty: 89247.812500
Iteration 326Q: 41 clusters Score -1.117886e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105023 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58489 members 
Mstep: Class 6 contains 26123 members 
Mstep: Class 7 contains 10225 members 
Mstep: Class 8 contains 95869 members 
Mstep: Class 9 contains 98778 members 
Mstep: Class 10 contains 8167 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66233 members 
Mstep: Class 14 contains 35221 members 
Mstep: Class 15 contains 105471 members 
Mstep: Class 16 contains 3530 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14070 members 
Mstep: Class 20 contains 6375 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96560 members 
Mstep: Class 24 contains 69366 members 
Mstep: Class 25 contains 32108 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6994 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6643 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788576.000000 Penalty: 89247.812500
Iteration 327Q: 41 clusters Score -1.117886e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105025 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58486 members 
Mstep: Class 6 contains 26122 members 
Mstep: Class 7 contains 10225 members 
Mstep: Class 8 contains 95872 members 
Mstep: Class 9 contains 98773 members 
Mstep: Class 10 contains 8167 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66235 members 
Mstep: Class 14 contains 35221 members 
Mstep: Class 15 contains 105474 members 
Mstep: Class 16 contains 3530 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9727 members 
Mstep: Class 19 contains 14070 members 
Mstep: Class 20 contains 6375 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96556 members 
Mstep: Class 24 contains 69368 members 
Mstep: Class 25 contains 32107 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6643 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788528.000000 Penalty: 89247.812500
Iteration 328Q: 41 clusters Score -1.117885e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105030 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58484 members 
Mstep: Class 6 contains 26122 members 
Mstep: Class 7 contains 10225 members 
Mstep: Class 8 contains 95871 members 
Mstep: Class 9 contains 98777 members 
Mstep: Class 10 contains 8168 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66235 members 
Mstep: Class 14 contains 35221 members 
Mstep: Class 15 contains 105466 members 
Mstep: Class 16 contains 3530 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9727 members 
Mstep: Class 19 contains 14070 members 
Mstep: Class 20 contains 6375 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96560 members 
Mstep: Class 24 contains 69367 members 
Mstep: Class 25 contains 32106 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6994 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6643 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788592.000000 Penalty: 89247.812500
Iteration 329Q: 41 clusters Score -1.117886e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105032 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58483 members 
Mstep: Class 6 contains 26123 members 
Mstep: Class 7 contains 10225 members 
Mstep: Class 8 contains 95875 members 
Mstep: Class 9 contains 98776 members 
Mstep: Class 10 contains 8168 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66234 members 
Mstep: Class 14 contains 35221 members 
Mstep: Class 15 contains 105458 members 
Mstep: Class 16 contains 3530 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9727 members 
Mstep: Class 19 contains 14070 members 
Mstep: Class 20 contains 6375 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96563 members 
Mstep: Class 24 contains 69370 members 
Mstep: Class 25 contains 32104 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6994 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6643 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788592.000000 Penalty: 89247.812500
Iteration 330Q: 41 clusters Score -1.117886e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105034 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58483 members 
Mstep: Class 6 contains 26123 members 
Mstep: Class 7 contains 10225 members 
Mstep: Class 8 contains 95876 members 
Mstep: Class 9 contains 98773 members 
Mstep: Class 10 contains 8168 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66231 members 
Mstep: Class 14 contains 35222 members 
Mstep: Class 15 contains 105453 members 
Mstep: Class 16 contains 3530 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9727 members 
Mstep: Class 19 contains 14070 members 
Mstep: Class 20 contains 6375 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96567 members 
Mstep: Class 24 contains 69374 members 
Mstep: Class 25 contains 32103 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6994 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6643 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788592.000000 Penalty: 89247.812500
Iteration 331Q: 41 clusters Score -1.117886e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105042 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58481 members 
Mstep: Class 6 contains 26123 members 
Mstep: Class 7 contains 10226 members 
Mstep: Class 8 contains 95874 members 
Mstep: Class 9 contains 98769 members 
Mstep: Class 10 contains 8168 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66230 members 
Mstep: Class 14 contains 35222 members 
Mstep: Class 15 contains 105451 members 
Mstep: Class 16 contains 3530 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9727 members 
Mstep: Class 19 contains 14070 members 
Mstep: Class 20 contains 6375 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96571 members 
Mstep: Class 24 contains 69376 members 
Mstep: Class 25 contains 32099 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6994 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6643 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788560.000000 Penalty: 89247.812500
Iteration 332Q: 41 clusters Score -1.117886e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105052 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58477 members 
Mstep: Class 6 contains 26122 members 
Mstep: Class 7 contains 10226 members 
Mstep: Class 8 contains 95874 members 
Mstep: Class 9 contains 98768 members 
Mstep: Class 10 contains 8169 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66230 members 
Mstep: Class 14 contains 35222 members 
Mstep: Class 15 contains 105446 members 
Mstep: Class 16 contains 3530 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9727 members 
Mstep: Class 19 contains 14070 members 
Mstep: Class 20 contains 6375 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96573 members 
Mstep: Class 24 contains 69376 members 
Mstep: Class 25 contains 32096 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6994 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6643 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788608.000000 Penalty: 89247.812500
Iteration 333Q: 41 clusters Score -1.117886e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105050 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58476 members 
Mstep: Class 6 contains 26121 members 
Mstep: Class 7 contains 10226 members 
Mstep: Class 8 contains 95879 members 
Mstep: Class 9 contains 98769 members 
Mstep: Class 10 contains 8170 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66228 members 
Mstep: Class 14 contains 35221 members 
Mstep: Class 15 contains 105444 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9727 members 
Mstep: Class 19 contains 14070 members 
Mstep: Class 20 contains 6375 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96576 members 
Mstep: Class 24 contains 69376 members 
Mstep: Class 25 contains 32095 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6994 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6643 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788608.000000 Penalty: 89247.812500
Iteration 334Q: 41 clusters Score -1.117886e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105050 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58474 members 
Mstep: Class 6 contains 26121 members 
Mstep: Class 7 contains 10226 members 
Mstep: Class 8 contains 95880 members 
Mstep: Class 9 contains 98769 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66230 members 
Mstep: Class 14 contains 35221 members 
Mstep: Class 15 contains 105446 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9727 members 
Mstep: Class 19 contains 14070 members 
Mstep: Class 20 contains 6375 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96573 members 
Mstep: Class 24 contains 69377 members 
Mstep: Class 25 contains 32093 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6994 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6642 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788576.000000 Penalty: 89247.812500
Iteration 335Q: 41 clusters Score -1.117886e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105050 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58474 members 
Mstep: Class 6 contains 26121 members 
Mstep: Class 7 contains 10226 members 
Mstep: Class 8 contains 95887 members 
Mstep: Class 9 contains 98771 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66230 members 
Mstep: Class 14 contains 35221 members 
Mstep: Class 15 contains 105435 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9727 members 
Mstep: Class 19 contains 14069 members 
Mstep: Class 20 contains 6375 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96579 members 
Mstep: Class 24 contains 69378 members 
Mstep: Class 25 contains 32088 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6994 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6643 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788552.000000 Penalty: 89247.812500
Iteration 336Q: 41 clusters Score -1.117886e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105045 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58471 members 
Mstep: Class 6 contains 26123 members 
Mstep: Class 7 contains 10226 members 
Mstep: Class 8 contains 95890 members 
Mstep: Class 9 contains 98770 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66233 members 
Mstep: Class 14 contains 35221 members 
Mstep: Class 15 contains 105435 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9727 members 
Mstep: Class 19 contains 14068 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96581 members 
Mstep: Class 24 contains 69381 members 
Mstep: Class 25 contains 32084 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6994 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6643 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788496.000000 Penalty: 89247.812500
Iteration 337Q: 41 clusters Score -1.117885e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105047 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58466 members 
Mstep: Class 6 contains 26122 members 
Mstep: Class 7 contains 10227 members 
Mstep: Class 8 contains 95891 members 
Mstep: Class 9 contains 98773 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66236 members 
Mstep: Class 14 contains 35221 members 
Mstep: Class 15 contains 105429 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9727 members 
Mstep: Class 19 contains 14068 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96586 members 
Mstep: Class 24 contains 69381 members 
Mstep: Class 25 contains 32081 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6994 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6643 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788464.000000 Penalty: 89247.812500
Iteration 338Q: 41 clusters Score -1.117885e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105054 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58465 members 
Mstep: Class 6 contains 26121 members 
Mstep: Class 7 contains 10228 members 
Mstep: Class 8 contains 95896 members 
Mstep: Class 9 contains 98771 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66238 members 
Mstep: Class 14 contains 35221 members 
Mstep: Class 15 contains 105419 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9727 members 
Mstep: Class 19 contains 14068 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96588 members 
Mstep: Class 24 contains 69381 members 
Mstep: Class 25 contains 32078 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6994 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6643 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788472.000000 Penalty: 89247.812500
Iteration 339Q: 41 clusters Score -1.117885e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105061 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58460 members 
Mstep: Class 6 contains 26120 members 
Mstep: Class 7 contains 10228 members 
Mstep: Class 8 contains 95895 members 
Mstep: Class 9 contains 98772 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66238 members 
Mstep: Class 14 contains 35221 members 
Mstep: Class 15 contains 105414 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9727 members 
Mstep: Class 19 contains 14068 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96589 members 
Mstep: Class 24 contains 69383 members 
Mstep: Class 25 contains 32079 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6994 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6643 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788448.000000 Penalty: 89247.812500
Iteration 340F: 41 clusters Score -1.117884e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105065 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58458 members 
Mstep: Class 6 contains 26120 members 
Mstep: Class 7 contains 10228 members 
Mstep: Class 8 contains 95896 members 
Mstep: Class 9 contains 98772 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66237 members 
Mstep: Class 14 contains 35220 members 
Mstep: Class 15 contains 105410 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9727 members 
Mstep: Class 19 contains 14068 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96589 members 
Mstep: Class 24 contains 69385 members 
Mstep: Class 25 contains 32079 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6643 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788480.000000 Penalty: 89247.812500
Iteration 341Q: 41 clusters Score -1.117885e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105069 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58455 members 
Mstep: Class 6 contains 26119 members 
Mstep: Class 7 contains 10228 members 
Mstep: Class 8 contains 95894 members 
Mstep: Class 9 contains 98774 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66239 members 
Mstep: Class 14 contains 35221 members 
Mstep: Class 15 contains 105401 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9727 members 
Mstep: Class 19 contains 14068 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96592 members 
Mstep: Class 24 contains 69389 members 
Mstep: Class 25 contains 32079 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6642 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788504.000000 Penalty: 89247.812500
Iteration 342Q: 41 clusters Score -1.117885e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105076 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58457 members 
Mstep: Class 6 contains 26119 members 
Mstep: Class 7 contains 10228 members 
Mstep: Class 8 contains 95890 members 
Mstep: Class 9 contains 98776 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66242 members 
Mstep: Class 14 contains 35220 members 
Mstep: Class 15 contains 105387 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9727 members 
Mstep: Class 19 contains 14068 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96595 members 
Mstep: Class 24 contains 69391 members 
Mstep: Class 25 contains 32079 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6642 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788512.000000 Penalty: 89247.812500
Iteration 343Q: 41 clusters Score -1.117885e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105079 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58456 members 
Mstep: Class 6 contains 26118 members 
Mstep: Class 7 contains 10228 members 
Mstep: Class 8 contains 95891 members 
Mstep: Class 9 contains 98778 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66242 members 
Mstep: Class 14 contains 35218 members 
Mstep: Class 15 contains 105386 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9727 members 
Mstep: Class 19 contains 14068 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96593 members 
Mstep: Class 24 contains 69392 members 
Mstep: Class 25 contains 32079 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6642 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788536.000000 Penalty: 89247.812500
Iteration 344Q: 41 clusters Score -1.117885e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105080 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58455 members 
Mstep: Class 6 contains 26117 members 
Mstep: Class 7 contains 10228 members 
Mstep: Class 8 contains 95894 members 
Mstep: Class 9 contains 98779 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66241 members 
Mstep: Class 14 contains 35218 members 
Mstep: Class 15 contains 105382 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9727 members 
Mstep: Class 19 contains 14068 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96595 members 
Mstep: Class 24 contains 69392 members 
Mstep: Class 25 contains 32079 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6642 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788520.000000 Penalty: 89247.812500
Iteration 345Q: 41 clusters Score -1.117885e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105076 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58455 members 
Mstep: Class 6 contains 26118 members 
Mstep: Class 7 contains 10228 members 
Mstep: Class 8 contains 95893 members 
Mstep: Class 9 contains 98781 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66241 members 
Mstep: Class 14 contains 35218 members 
Mstep: Class 15 contains 105379 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9727 members 
Mstep: Class 19 contains 14068 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96598 members 
Mstep: Class 24 contains 69394 members 
Mstep: Class 25 contains 32079 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6642 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788448.000000 Penalty: 89247.812500
Iteration 346Q: 41 clusters Score -1.117884e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105079 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58454 members 
Mstep: Class 6 contains 26120 members 
Mstep: Class 7 contains 10228 members 
Mstep: Class 8 contains 95891 members 
Mstep: Class 9 contains 98783 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66240 members 
Mstep: Class 14 contains 35218 members 
Mstep: Class 15 contains 105373 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9727 members 
Mstep: Class 19 contains 14068 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96600 members 
Mstep: Class 24 contains 69394 members 
Mstep: Class 25 contains 32080 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6642 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788528.000000 Penalty: 89247.812500
Iteration 347Q: 41 clusters Score -1.117885e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105078 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58452 members 
Mstep: Class 6 contains 26119 members 
Mstep: Class 7 contains 10228 members 
Mstep: Class 8 contains 95897 members 
Mstep: Class 9 contains 98783 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66240 members 
Mstep: Class 14 contains 35218 members 
Mstep: Class 15 contains 105373 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9727 members 
Mstep: Class 19 contains 14068 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96598 members 
Mstep: Class 24 contains 69394 members 
Mstep: Class 25 contains 32080 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6642 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788552.000000 Penalty: 89247.812500
Iteration 348Q: 41 clusters Score -1.117886e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105083 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58450 members 
Mstep: Class 6 contains 26119 members 
Mstep: Class 7 contains 10228 members 
Mstep: Class 8 contains 95896 members 
Mstep: Class 9 contains 98779 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66238 members 
Mstep: Class 14 contains 35219 members 
Mstep: Class 15 contains 105373 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9727 members 
Mstep: Class 19 contains 14068 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96601 members 
Mstep: Class 24 contains 69394 members 
Mstep: Class 25 contains 32080 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6642 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788544.000000 Penalty: 89247.812500
Iteration 349Q: 41 clusters Score -1.117885e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105081 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58448 members 
Mstep: Class 6 contains 26119 members 
Mstep: Class 7 contains 10228 members 
Mstep: Class 8 contains 95900 members 
Mstep: Class 9 contains 98779 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66236 members 
Mstep: Class 14 contains 35219 members 
Mstep: Class 15 contains 105372 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9727 members 
Mstep: Class 19 contains 14068 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96603 members 
Mstep: Class 24 contains 69395 members 
Mstep: Class 25 contains 32080 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6642 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788568.000000 Penalty: 89247.812500
Iteration 350Q: 41 clusters Score -1.117886e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105083 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58444 members 
Mstep: Class 6 contains 26120 members 
Mstep: Class 7 contains 10228 members 
Mstep: Class 8 contains 95903 members 
Mstep: Class 9 contains 98779 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66234 members 
Mstep: Class 14 contains 35219 members 
Mstep: Class 15 contains 105370 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14068 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96604 members 
Mstep: Class 24 contains 69397 members 
Mstep: Class 25 contains 32080 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6642 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788536.000000 Penalty: 89247.812500
Iteration 351Q: 41 clusters Score -1.117885e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105090 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58441 members 
Mstep: Class 6 contains 26121 members 
Mstep: Class 7 contains 10228 members 
Mstep: Class 8 contains 95903 members 
Mstep: Class 9 contains 98776 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66233 members 
Mstep: Class 14 contains 35219 members 
Mstep: Class 15 contains 105369 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14067 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96604 members 
Mstep: Class 24 contains 69398 members 
Mstep: Class 25 contains 32080 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6642 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788544.000000 Penalty: 89247.812500
Iteration 352Q: 41 clusters Score -1.117885e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105093 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58441 members 
Mstep: Class 6 contains 26121 members 
Mstep: Class 7 contains 10228 members 
Mstep: Class 8 contains 95904 members 
Mstep: Class 9 contains 98775 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66233 members 
Mstep: Class 14 contains 35219 members 
Mstep: Class 15 contains 105365 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14067 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96603 members 
Mstep: Class 24 contains 69400 members 
Mstep: Class 25 contains 32080 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6642 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788576.000000 Penalty: 89247.812500
Iteration 353Q: 41 clusters Score -1.117886e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105094 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58439 members 
Mstep: Class 6 contains 26121 members 
Mstep: Class 7 contains 10228 members 
Mstep: Class 8 contains 95905 members 
Mstep: Class 9 contains 98774 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66232 members 
Mstep: Class 14 contains 35219 members 
Mstep: Class 15 contains 105365 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14068 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96603 members 
Mstep: Class 24 contains 69401 members 
Mstep: Class 25 contains 32080 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6642 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788512.000000 Penalty: 89247.812500
Iteration 354Q: 41 clusters Score -1.117885e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105096 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58437 members 
Mstep: Class 6 contains 26121 members 
Mstep: Class 7 contains 10228 members 
Mstep: Class 8 contains 95903 members 
Mstep: Class 9 contains 98772 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66232 members 
Mstep: Class 14 contains 35219 members 
Mstep: Class 15 contains 105367 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14069 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96604 members 
Mstep: Class 24 contains 69401 members 
Mstep: Class 25 contains 32080 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6642 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788496.000000 Penalty: 89247.812500
Iteration 355Q: 41 clusters Score -1.117885e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105090 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58433 members 
Mstep: Class 6 contains 26121 members 
Mstep: Class 7 contains 10228 members 
Mstep: Class 8 contains 95905 members 
Mstep: Class 9 contains 98771 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66232 members 
Mstep: Class 14 contains 35219 members 
Mstep: Class 15 contains 105372 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14070 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96605 members 
Mstep: Class 24 contains 69403 members 
Mstep: Class 25 contains 32080 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6642 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788496.000000 Penalty: 89247.812500
Iteration 356Q: 41 clusters Score -1.117885e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105090 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58428 members 
Mstep: Class 6 contains 26121 members 
Mstep: Class 7 contains 10228 members 
Mstep: Class 8 contains 95903 members 
Mstep: Class 9 contains 98768 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66232 members 
Mstep: Class 14 contains 35220 members 
Mstep: Class 15 contains 105374 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14070 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96604 members 
Mstep: Class 24 contains 69410 members 
Mstep: Class 25 contains 32081 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6642 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788480.000000 Penalty: 89247.812500
Iteration 357Q: 41 clusters Score -1.117885e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105095 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58425 members 
Mstep: Class 6 contains 26120 members 
Mstep: Class 7 contains 10229 members 
Mstep: Class 8 contains 95903 members 
Mstep: Class 9 contains 98765 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66232 members 
Mstep: Class 14 contains 35219 members 
Mstep: Class 15 contains 105372 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14071 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96601 members 
Mstep: Class 24 contains 69415 members 
Mstep: Class 25 contains 32082 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6642 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788488.000000 Penalty: 89247.812500
Iteration 358Q: 41 clusters Score -1.117885e+08 nChanged 10
Entering ConstructFrom: 
Score: -111788488.000000 Penalty: 89247.812500
Entering ConstructFrom: 
Trying to split cluster 1 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -37599.222656 Penalty: 969.081604
	Iteration 0F: 2 clusters Score -37599.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36739.152344 Penalty: 1938.163208
	Iteration 0F: 3 clusters Score -36739.15 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36967.457031 Penalty: 1938.163208
	Iteration 1F: 3 clusters Score -36967.46 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -37119.074219 Penalty: 1938.163208
	Iteration 2F: 3 clusters Score -37119.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -37234.332031 Penalty: 1938.163208
	Iteration 3F: 3 clusters Score -37234.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -37283.750000 Penalty: 1938.163208
	Iteration 4Q: 3 clusters Score -37283.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -37312.765625 Penalty: 1938.163208
	Iteration 5Q: 3 clusters Score -37312.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -37352.597656 Penalty: 1938.163208
	Iteration 6Q: 3 clusters Score -37352.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -37352.597656 Penalty: 1938.163208
	Iteration 7F: 3 clusters Score -37352.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (105096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105096 members 
Entering Unmasked Estep 
Score: -13156670.000000 Penalty: 1878.927368
	Iteration 0F: 2 clusters Score -1.315667e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52738 members 
Mstep: Class 2 contains 52358 members 
Entering Unmasked Estep 
Score: -13089639.000000 Penalty: 3757.854736
	Iteration 0F: 3 clusters Score -1.308964e+07 nChanged 50486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54850 members 
Mstep: Class 2 contains 50246 members 
Entering Unmasked Estep 
Score: -13119243.000000 Penalty: 3757.854736
	Iteration 1F: 3 clusters Score -1.311924e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55912 members 
Mstep: Class 2 contains 49184 members 
Entering Unmasked Estep 
Score: -13120363.000000 Penalty: 3757.854736
	Iteration 2Q: 3 clusters Score -1.312036e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57454 members 
Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
Score: -13121901.000000 Penalty: 3757.854736
	Iteration 3Q: 3 clusters Score -1.31219e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59706 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
Score: -13124225.000000 Penalty: 3757.854736
	Iteration 4Q: 3 clusters Score -1.312422e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62706 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -13127214.000000 Penalty: 3757.854736
	Iteration 5F: 3 clusters Score -1.312721e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66211 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -13130835.000000 Penalty: 3757.854736
	Iteration 6F: 3 clusters Score -1.313084e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69782 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -13135119.000000 Penalty: 3757.854736
	Iteration 7F: 3 clusters Score -1.313512e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72844 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -13139282.000000 Penalty: 3757.854736
	Iteration 8F: 3 clusters Score -1.313928e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75041 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -13142422.000000 Penalty: 3757.854736
	Iteration 9F: 3 clusters Score -1.314242e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76594 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -13144160.000000 Penalty: 3757.854736
	Iteration 10Q: 3 clusters Score -1.314416e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77714 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -13145065.000000 Penalty: 3757.854736
	Iteration 11Q: 3 clusters Score -1.314506e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78679 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -13145673.000000 Penalty: 3757.854736
	Iteration 12Q: 3 clusters Score -1.314567e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79615 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -13146211.000000 Penalty: 3757.854736
	Iteration 13Q: 3 clusters Score -1.314621e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80557 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -13146722.000000 Penalty: 3757.854736
	Iteration 14Q: 3 clusters Score -1.314672e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81482 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -13147267.000000 Penalty: 3757.854736
	Iteration 15Q: 3 clusters Score -1.314727e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82381 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -13147788.000000 Penalty: 3757.854736
	Iteration 16Q: 3 clusters Score -1.314779e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83221 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -13148220.000000 Penalty: 3757.854736
	Iteration 17Q: 3 clusters Score -1.314822e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83989 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -13148622.000000 Penalty: 3757.854736
	Iteration 18Q: 3 clusters Score -1.314862e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84759 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -13149046.000000 Penalty: 3757.854736
	Iteration 19Q: 3 clusters Score -1.314905e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85517 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -13149571.000000 Penalty: 3757.854736
	Iteration 20F: 3 clusters Score -1.314957e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86198 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -13149952.000000 Penalty: 3757.854736
	Iteration 21Q: 3 clusters Score -1.314995e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86896 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -13150401.000000 Penalty: 3757.854736
	Iteration 22Q: 3 clusters Score -1.31504e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87506 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -13150831.000000 Penalty: 3757.854736
	Iteration 23Q: 3 clusters Score -1.315083e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88090 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -13151189.000000 Penalty: 3757.854736
	Iteration 24Q: 3 clusters Score -1.315119e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88656 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -13151545.000000 Penalty: 3757.854736
	Iteration 25Q: 3 clusters Score -1.315154e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89146 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -13151852.000000 Penalty: 3757.854736
	Iteration 26Q: 3 clusters Score -1.315185e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89592 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -13152072.000000 Penalty: 3757.854736
	Iteration 27Q: 3 clusters Score -1.315207e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89987 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -13152545.000000 Penalty: 3757.854736
	Iteration 28Q: 3 clusters Score -1.315254e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90436 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -13152969.000000 Penalty: 3757.854736
	Iteration 29Q: 3 clusters Score -1.315297e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90887 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -13153353.000000 Penalty: 3757.854736
	Iteration 30Q: 3 clusters Score -1.315335e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91359 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -13153689.000000 Penalty: 3757.854736
	Iteration 31Q: 3 clusters Score -1.315369e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91857 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -13154041.000000 Penalty: 3757.854736
	Iteration 32Q: 3 clusters Score -1.315404e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92375 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -13154371.000000 Penalty: 3757.854736
	Iteration 33Q: 3 clusters Score -1.315437e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92966 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -13154643.000000 Penalty: 3757.854736
	Iteration 34Q: 3 clusters Score -1.315464e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93604 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -13155006.000000 Penalty: 3757.854736
	Iteration 35Q: 3 clusters Score -1.315501e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94314 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -13155448.000000 Penalty: 3757.854736
	Iteration 36Q: 3 clusters Score -1.315545e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95105 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -13155847.000000 Penalty: 3757.854736
	Iteration 37Q: 3 clusters Score -1.315585e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95889 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -13156133.000000 Penalty: 3757.854736
	Iteration 38Q: 3 clusters Score -1.315613e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96672 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -13156331.000000 Penalty: 3757.854736
	Iteration 39Q: 3 clusters Score -1.315633e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97501 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -13156567.000000 Penalty: 3757.854736
	Iteration 40F: 3 clusters Score -1.315657e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98318 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -13156799.000000 Penalty: 3757.854736
	Iteration 41Q: 3 clusters Score -1.31568e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99072 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -13156866.000000 Penalty: 3757.854736
	Iteration 42Q: 3 clusters Score -1.315687e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99746 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -13156844.000000 Penalty: 3757.854736
	Iteration 43Q: 3 clusters Score -1.315684e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100429 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -13156932.000000 Penalty: 3757.854736
	Iteration 44Q: 3 clusters Score -1.315693e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101030 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -13156879.000000 Penalty: 3757.854736
	Iteration 45Q: 3 clusters Score -1.315688e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101546 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -13156813.000000 Penalty: 3757.854736
	Iteration 46Q: 3 clusters Score -1.315681e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101962 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -13156735.000000 Penalty: 3757.854736
	Iteration 47Q: 3 clusters Score -1.315674e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102318 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -13156698.000000 Penalty: 3757.854736
	Iteration 48Q: 3 clusters Score -1.31567e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102652 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -13156611.000000 Penalty: 3757.854736
	Iteration 49Q: 3 clusters Score -1.315661e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102918 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -13156538.000000 Penalty: 3757.854736
	Iteration 50Q: 3 clusters Score -1.315654e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103135 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -13156475.000000 Penalty: 3757.854736
	Iteration 51Q: 3 clusters Score -1.315648e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103335 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -13156355.000000 Penalty: 3757.854736
	Iteration 52Q: 3 clusters Score -1.315636e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103507 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -13156276.000000 Penalty: 3757.854736
	Iteration 53Q: 3 clusters Score -1.315628e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103637 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -13156224.000000 Penalty: 3757.854736
	Iteration 54Q: 3 clusters Score -1.315622e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103752 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -13156196.000000 Penalty: 3757.854736
	Iteration 55Q: 3 clusters Score -1.31562e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103848 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -13156135.000000 Penalty: 3757.854736
	Iteration 56Q: 3 clusters Score -1.315614e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103943 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -13156069.000000 Penalty: 3757.854736
	Iteration 57Q: 3 clusters Score -1.315607e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104016 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -13156004.000000 Penalty: 3757.854736
	Iteration 58Q: 3 clusters Score -1.3156e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104080 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -13155963.000000 Penalty: 3757.854736
	Iteration 59Q: 3 clusters Score -1.315596e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104133 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -13155926.000000 Penalty: 3757.854736
	Iteration 60F: 3 clusters Score -1.315593e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104175 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -13155910.000000 Penalty: 3757.854736
	Iteration 61Q: 3 clusters Score -1.315591e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104217 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -13155892.000000 Penalty: 3757.854736
	Iteration 62Q: 3 clusters Score -1.315589e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104243 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -13155866.000000 Penalty: 3757.854736
	Iteration 63Q: 3 clusters Score -1.315587e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104268 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -13155859.000000 Penalty: 3757.854736
	Iteration 64Q: 3 clusters Score -1.315586e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104282 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -13155841.000000 Penalty: 3757.854736
	Iteration 65Q: 3 clusters Score -1.315584e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104296 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -13155831.000000 Penalty: 3757.854736
	Iteration 66Q: 3 clusters Score -1.315583e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104308 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -13155829.000000 Penalty: 3757.854736
	Iteration 67Q: 3 clusters Score -1.315583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104317 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -13155833.000000 Penalty: 3757.854736
	Iteration 68Q: 3 clusters Score -1.315583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104327 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -13155816.000000 Penalty: 3757.854736
	Iteration 69Q: 3 clusters Score -1.315582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104337 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -13155795.000000 Penalty: 3757.854736
	Iteration 70Q: 3 clusters Score -1.31558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104340 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -13155796.000000 Penalty: 3757.854736
	Iteration 71Q: 3 clusters Score -1.31558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104341 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -13155796.000000 Penalty: 3757.854736
	Iteration 72Q: 3 clusters Score -1.31558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104344 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -13155797.000000 Penalty: 3757.854736
	Iteration 73Q: 3 clusters Score -1.31558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104350 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -13155791.000000 Penalty: 3757.854736
	Iteration 74Q: 3 clusters Score -1.315579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104355 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -13155789.000000 Penalty: 3757.854736
	Iteration 75Q: 3 clusters Score -1.315579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104360 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -13155795.000000 Penalty: 3757.854736
	Iteration 76Q: 3 clusters Score -1.31558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104363 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -13155789.000000 Penalty: 3757.854736
	Iteration 77Q: 3 clusters Score -1.315579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104366 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -13155783.000000 Penalty: 3757.854736
	Iteration 78Q: 3 clusters Score -1.315578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104369 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -13155780.000000 Penalty: 3757.854736
	Iteration 79Q: 3 clusters Score -1.315578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104374 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -13155776.000000 Penalty: 3757.854736
	Iteration 80F: 3 clusters Score -1.315578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104376 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -13155775.000000 Penalty: 3757.854736
	Iteration 81Q: 3 clusters Score -1.315578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104377 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -13155771.000000 Penalty: 3757.854736
	Iteration 82Q: 3 clusters Score -1.315577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104379 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -13155774.000000 Penalty: 3757.854736
	Iteration 83Q: 3 clusters Score -1.315577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104380 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -13155768.000000 Penalty: 3757.854736
	Iteration 84Q: 3 clusters Score -1.315577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104380 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -13155768.000000 Penalty: 3757.854736
	Iteration 85F: 3 clusters Score -1.315577e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -25009.328125 Penalty: 943.334412
	Iteration 0F: 2 clusters Score -25009.33 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 155 members 
Entering Unmasked Estep 
Score: -24261.732422 Penalty: 1886.668823
	Iteration 0F: 3 clusters Score -24261.73 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -24571.070312 Penalty: 1886.668823
	Iteration 1F: 3 clusters Score -24571.07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -24722.849609 Penalty: 1886.668823
	Iteration 2F: 3 clusters Score -24722.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24847.193359 Penalty: 1886.668823
	Iteration 3F: 3 clusters Score -24847.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24928.062500 Penalty: 1886.668823
	Iteration 4F: 3 clusters Score -24928.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24941.496094 Penalty: 1886.668823
	Iteration 5Q: 3 clusters Score -24941.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24963.851562 Penalty: 1886.668823
	Iteration 6Q: 3 clusters Score -24963.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25016.154297 Penalty: 1886.668823
	Iteration 7Q: 3 clusters Score -25016.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25016.880859 Penalty: 1886.668823
	Iteration 8Q: 3 clusters Score -25016.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25016.880859 Penalty: 1886.668823
	Iteration 9F: 3 clusters Score -25016.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105096 members 
Mstep: Class 3 contains 150 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58421 members 
Mstep: Class 6 contains 26120 members 
Mstep: Class 7 contains 10228 members 
Mstep: Class 8 contains 95905 members 
Mstep: Class 9 contains 98763 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66232 members 
Mstep: Class 14 contains 35219 members 
Mstep: Class 15 contains 105374 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14072 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96603 members 
Mstep: Class 24 contains 69415 members 
Mstep: Class 25 contains 32081 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6642 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Mstep: Class 41 contains 182 members 
Entering Unmasked Estep 
Score: -111787128.000000 Penalty: 91479.007812
Splitting cluster 3 changes total score from -111788488.000000 to -111787128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -265361.062500 Penalty: 1247.049805
	Iteration 0F: 2 clusters Score -265361.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -263168.468750 Penalty: 2494.099609
	Iteration 0F: 3 clusters Score -263168.5 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -263669.875000 Penalty: 2494.099609
	Iteration 1F: 3 clusters Score -263669.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -263802.250000 Penalty: 2494.099609
	Iteration 2F: 3 clusters Score -263802.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -263899.750000 Penalty: 2494.099609
	Iteration 3F: 3 clusters Score -263899.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -263978.312500 Penalty: 2494.099609
	Iteration 4Q: 3 clusters Score -263978.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -264029.531250 Penalty: 2494.099609
	Iteration 5Q: 3 clusters Score -264029.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -264058.875000 Penalty: 2494.099609
	Iteration 6Q: 3 clusters Score -264058.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -264077.031250 Penalty: 2494.099609
	Iteration 7Q: 3 clusters Score -264077 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -264091.750000 Penalty: 2494.099609
	Iteration 8Q: 3 clusters Score -264091.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -264099.468750 Penalty: 2494.099609
	Iteration 9Q: 3 clusters Score -264099.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -264106.437500 Penalty: 2494.099609
	Iteration 10Q: 3 clusters Score -264106.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -264111.281250 Penalty: 2494.099609
	Iteration 11Q: 3 clusters Score -264111.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -264114.375000 Penalty: 2494.099609
	Iteration 12Q: 3 clusters Score -264114.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -264116.343750 Penalty: 2494.099609
	Iteration 13Q: 3 clusters Score -264116.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -264117.500000 Penalty: 2494.099609
	Iteration 14Q: 3 clusters Score -264117.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -264118.218750 Penalty: 2494.099609
	Iteration 15Q: 3 clusters Score -264118.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -264119.125000 Penalty: 2494.099609
	Iteration 16Q: 3 clusters Score -264119.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -264121.750000 Penalty: 2494.099609
	Iteration 17Q: 3 clusters Score -264121.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -264123.625000 Penalty: 2494.099609
	Iteration 18Q: 3 clusters Score -264123.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -264125.187500 Penalty: 2494.099609
	Iteration 19Q: 3 clusters Score -264125.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -264127.843750 Penalty: 2494.099609
	Iteration 20F: 3 clusters Score -264127.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -264129.531250 Penalty: 2494.099609
	Iteration 21Q: 3 clusters Score -264129.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -264133.093750 Penalty: 2494.099609
	Iteration 22Q: 3 clusters Score -264133.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -264135.250000 Penalty: 2494.099609
	Iteration 23Q: 3 clusters Score -264135.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -264136.781250 Penalty: 2494.099609
	Iteration 24Q: 3 clusters Score -264136.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -264136.781250 Penalty: 2494.099609
	Iteration 25F: 3 clusters Score -264136.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (58421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58421 members 
Entering Unmasked Estep 
Score: -7113382.000000 Penalty: 1783.507446
	Iteration 0F: 2 clusters Score -7113382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -7074253.000000 Penalty: 3567.014893
	Iteration 0F: 3 clusters Score -7074253 nChanged 27676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -7090325.000000 Penalty: 3567.014893
	Iteration 1F: 3 clusters Score -7090325 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -7090986.000000 Penalty: 3567.014893
	Iteration 2Q: 3 clusters Score -7090986 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -7091676.000000 Penalty: 3567.014893
	Iteration 3Q: 3 clusters Score -7091676 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -7092568.500000 Penalty: 3567.014893
	Iteration 4Q: 3 clusters Score -7092568 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -7093762.000000 Penalty: 3567.014893
	Iteration 5Q: 3 clusters Score -7093762 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -7095340.500000 Penalty: 3567.014893
	Iteration 6F: 3 clusters Score -7095340 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -7097275.000000 Penalty: 3567.014893
	Iteration 7F: 3 clusters Score -7097275 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -7099564.000000 Penalty: 3567.014893
	Iteration 8F: 3 clusters Score -7099564 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -7102196.500000 Penalty: 3567.014893
	Iteration 9F: 3 clusters Score -7102196 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -7105171.000000 Penalty: 3567.014893
	Iteration 10F: 3 clusters Score -7105171 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 50242 members 
Entering Unmasked Estep 
Score: -7107977.000000 Penalty: 3567.014893
	Iteration 11Q: 3 clusters Score -7107977 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 51462 members 
Entering Unmasked Estep 
Score: -7109853.000000 Penalty: 3567.014893
	Iteration 12Q: 3 clusters Score -7109853 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 52123 members 
Entering Unmasked Estep 
Score: -7110621.500000 Penalty: 3567.014893
	Iteration 13Q: 3 clusters Score -7110622 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 52653 members 
Entering Unmasked Estep 
Score: -7111035.000000 Penalty: 3567.014893
	Iteration 14Q: 3 clusters Score -7111035 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 53047 members 
Entering Unmasked Estep 
Score: -7111242.500000 Penalty: 3567.014893
	Iteration 15Q: 3 clusters Score -7111242 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 53356 members 
Entering Unmasked Estep 
Score: -7111346.000000 Penalty: 3567.014893
	Iteration 16Q: 3 clusters Score -7111346 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
Score: -7111439.000000 Penalty: 3567.014893
	Iteration 17Q: 3 clusters Score -7111439 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 53792 members 
Entering Unmasked Estep 
Score: -7111483.000000 Penalty: 3567.014893
	Iteration 18Q: 3 clusters Score -7111483 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 53964 members 
Entering Unmasked Estep 
Score: -7111526.000000 Penalty: 3567.014893
	Iteration 19Q: 3 clusters Score -7111526 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 54108 members 
Entering Unmasked Estep 
Score: -7111561.000000 Penalty: 3567.014893
	Iteration 20F: 3 clusters Score -7111561 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 54244 members 
Entering Unmasked Estep 
Score: -7111591.500000 Penalty: 3567.014893
	Iteration 21Q: 3 clusters Score -7111592 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 54379 members 
Entering Unmasked Estep 
Score: -7111634.500000 Penalty: 3567.014893
	Iteration 22Q: 3 clusters Score -7111634 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 54516 members 
Entering Unmasked Estep 
Score: -7111656.500000 Penalty: 3567.014893
	Iteration 23Q: 3 clusters Score -7111656 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 54637 members 
Entering Unmasked Estep 
Score: -7111693.500000 Penalty: 3567.014893
	Iteration 24Q: 3 clusters Score -7111694 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 54742 members 
Entering Unmasked Estep 
Score: -7111700.500000 Penalty: 3567.014893
	Iteration 25Q: 3 clusters Score -7111700 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -7111713.500000 Penalty: 3567.014893
	Iteration 26Q: 3 clusters Score -7111714 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 54907 members 
Entering Unmasked Estep 
Score: -7111740.500000 Penalty: 3567.014893
	Iteration 27Q: 3 clusters Score -7111740 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 54981 members 
Entering Unmasked Estep 
Score: -7111753.000000 Penalty: 3567.014893
	Iteration 28Q: 3 clusters Score -7111753 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 55056 members 
Entering Unmasked Estep 
Score: -7111760.000000 Penalty: 3567.014893
	Iteration 29Q: 3 clusters Score -7111760 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 55123 members 
Entering Unmasked Estep 
Score: -7111769.000000 Penalty: 3567.014893
	Iteration 30Q: 3 clusters Score -7111769 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 55178 members 
Entering Unmasked Estep 
Score: -7111774.000000 Penalty: 3567.014893
	Iteration 31Q: 3 clusters Score -7111774 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 55232 members 
Entering Unmasked Estep 
Score: -7111769.500000 Penalty: 3567.014893
	Iteration 32Q: 3 clusters Score -7111770 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 55281 members 
Entering Unmasked Estep 
Score: -7111793.000000 Penalty: 3567.014893
	Iteration 33Q: 3 clusters Score -7111793 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 55331 members 
Entering Unmasked Estep 
Score: -7111790.000000 Penalty: 3567.014893
	Iteration 34Q: 3 clusters Score -7111790 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 55380 members 
Entering Unmasked Estep 
Score: -7111808.500000 Penalty: 3567.014893
	Iteration 35Q: 3 clusters Score -7111808 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 55423 members 
Entering Unmasked Estep 
Score: -7111813.000000 Penalty: 3567.014893
	Iteration 36Q: 3 clusters Score -7111813 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 55457 members 
Entering Unmasked Estep 
Score: -7111811.500000 Penalty: 3567.014893
	Iteration 37Q: 3 clusters Score -7111812 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 55492 members 
Entering Unmasked Estep 
Score: -7111803.000000 Penalty: 3567.014893
	Iteration 38Q: 3 clusters Score -7111803 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 55524 members 
Entering Unmasked Estep 
Score: -7111820.500000 Penalty: 3567.014893
	Iteration 39Q: 3 clusters Score -7111820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 55545 members 
Entering Unmasked Estep 
Score: -7111819.000000 Penalty: 3567.014893
	Iteration 40F: 3 clusters Score -7111819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 55564 members 
Entering Unmasked Estep 
Score: -7111812.000000 Penalty: 3567.014893
	Iteration 41Q: 3 clusters Score -7111812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 55592 members 
Entering Unmasked Estep 
Score: -7111825.000000 Penalty: 3567.014893
	Iteration 42Q: 3 clusters Score -7111825 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
Score: -7111829.000000 Penalty: 3567.014893
	Iteration 43Q: 3 clusters Score -7111829 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 55639 members 
Entering Unmasked Estep 
Score: -7111839.500000 Penalty: 3567.014893
	Iteration 44Q: 3 clusters Score -7111840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 55659 members 
Entering Unmasked Estep 
Score: -7111838.500000 Penalty: 3567.014893
	Iteration 45Q: 3 clusters Score -7111838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 55675 members 
Entering Unmasked Estep 
Score: -7111844.500000 Penalty: 3567.014893
	Iteration 46Q: 3 clusters Score -7111844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 55690 members 
Entering Unmasked Estep 
Score: -7111841.500000 Penalty: 3567.014893
	Iteration 47Q: 3 clusters Score -7111842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 55705 members 
Entering Unmasked Estep 
Score: -7111859.500000 Penalty: 3567.014893
	Iteration 48Q: 3 clusters Score -7111860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 55724 members 
Entering Unmasked Estep 
Score: -7111863.500000 Penalty: 3567.014893
	Iteration 49Q: 3 clusters Score -7111864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -7111863.000000 Penalty: 3567.014893
	Iteration 50Q: 3 clusters Score -7111863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 55751 members 
Entering Unmasked Estep 
Score: -7111861.500000 Penalty: 3567.014893
	Iteration 51Q: 3 clusters Score -7111862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 55760 members 
Entering Unmasked Estep 
Score: -7111857.500000 Penalty: 3567.014893
	Iteration 52Q: 3 clusters Score -7111858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 55766 members 
Entering Unmasked Estep 
Score: -7111856.500000 Penalty: 3567.014893
	Iteration 53Q: 3 clusters Score -7111856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 55776 members 
Entering Unmasked Estep 
Score: -7111856.000000 Penalty: 3567.014893
	Iteration 54Q: 3 clusters Score -7111856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 55780 members 
Entering Unmasked Estep 
Score: -7111859.500000 Penalty: 3567.014893
	Iteration 55Q: 3 clusters Score -7111860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 55786 members 
Entering Unmasked Estep 
Score: -7111855.000000 Penalty: 3567.014893
	Iteration 56Q: 3 clusters Score -7111855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 55788 members 
Entering Unmasked Estep 
Score: -7111854.000000 Penalty: 3567.014893
	Iteration 57Q: 3 clusters Score -7111854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 55788 members 
Entering Unmasked Estep 
Score: -7111854.000000 Penalty: 3567.014893
	Iteration 58F: 3 clusters Score -7111854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Entering Unmasked Estep 
Score: -3218502.500000 Penalty: 1652.699219
	Iteration 0F: 2 clusters Score -3218502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -3200787.500000 Penalty: 3305.398438
	Iteration 0F: 3 clusters Score -3200788 nChanged 12028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -3207254.250000 Penalty: 3305.398438
	Iteration 1F: 3 clusters Score -3207254 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -3207658.000000 Penalty: 3305.398438
	Iteration 2Q: 3 clusters Score -3207658 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -3208004.750000 Penalty: 3305.398438
	Iteration 3Q: 3 clusters Score -3208005 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -3208378.500000 Penalty: 3305.398438
	Iteration 4Q: 3 clusters Score -3208378 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -3208879.500000 Penalty: 3305.398438
	Iteration 5Q: 3 clusters Score -3208880 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -3209520.500000 Penalty: 3305.398438
	Iteration 6Q: 3 clusters Score -3209520 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -3210298.750000 Penalty: 3305.398438
	Iteration 7F: 3 clusters Score -3210299 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -3211320.500000 Penalty: 3305.398438
	Iteration 8F: 3 clusters Score -3211320 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -3212454.500000 Penalty: 3305.398438
	Iteration 9F: 3 clusters Score -3212454 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -3213560.750000 Penalty: 3305.398438
	Iteration 10F: 3 clusters Score -3213561 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -3214462.500000 Penalty: 3305.398438
	Iteration 11Q: 3 clusters Score -3214462 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -3215046.750000 Penalty: 3305.398438
	Iteration 12Q: 3 clusters Score -3215047 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -3215502.000000 Penalty: 3305.398438
	Iteration 13Q: 3 clusters Score -3215502 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -3215831.000000 Penalty: 3305.398438
	Iteration 14Q: 3 clusters Score -3215831 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -3216082.000000 Penalty: 3305.398438
	Iteration 15Q: 3 clusters Score -3216082 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -3216311.250000 Penalty: 3305.398438
	Iteration 16Q: 3 clusters Score -3216311 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -3216469.750000 Penalty: 3305.398438
	Iteration 17Q: 3 clusters Score -3216470 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -3216601.500000 Penalty: 3305.398438
	Iteration 18Q: 3 clusters Score -3216602 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -3216694.500000 Penalty: 3305.398438
	Iteration 19Q: 3 clusters Score -3216694 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -3216769.000000 Penalty: 3305.398438
	Iteration 20F: 3 clusters Score -3216769 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3216815.250000 Penalty: 3305.398438
	Iteration 21Q: 3 clusters Score -3216815 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -3216860.500000 Penalty: 3305.398438
	Iteration 22Q: 3 clusters Score -3216860 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -3216906.000000 Penalty: 3305.398438
	Iteration 23Q: 3 clusters Score -3216906 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3216934.750000 Penalty: 3305.398438
	Iteration 24Q: 3 clusters Score -3216935 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -3216955.250000 Penalty: 3305.398438
	Iteration 25Q: 3 clusters Score -3216955 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -3216978.000000 Penalty: 3305.398438
	Iteration 26Q: 3 clusters Score -3216978 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3216995.000000 Penalty: 3305.398438
	Iteration 27Q: 3 clusters Score -3216995 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3217007.250000 Penalty: 3305.398438
	Iteration 28Q: 3 clusters Score -3217007 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -3217023.750000 Penalty: 3305.398438
	Iteration 29Q: 3 clusters Score -3217024 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -3217035.500000 Penalty: 3305.398438
	Iteration 30Q: 3 clusters Score -3217036 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -3217047.250000 Penalty: 3305.398438
	Iteration 31Q: 3 clusters Score -3217047 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -3217050.500000 Penalty: 3305.398438
	Iteration 32Q: 3 clusters Score -3217050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3217045.750000 Penalty: 3305.398438
	Iteration 33Q: 3 clusters Score -3217046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -3217054.750000 Penalty: 3305.398438
	Iteration 34Q: 3 clusters Score -3217055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -3217061.500000 Penalty: 3305.398438
	Iteration 35Q: 3 clusters Score -3217062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3217060.750000 Penalty: 3305.398438
	Iteration 36Q: 3 clusters Score -3217061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3217066.250000 Penalty: 3305.398438
	Iteration 37Q: 3 clusters Score -3217066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -3217064.500000 Penalty: 3305.398438
	Iteration 38Q: 3 clusters Score -3217064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -3217066.250000 Penalty: 3305.398438
	Iteration 39Q: 3 clusters Score -3217066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3217074.250000 Penalty: 3305.398438
	Iteration 40F: 3 clusters Score -3217074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -3217075.750000 Penalty: 3305.398438
	Iteration 41Q: 3 clusters Score -3217076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -3217077.500000 Penalty: 3305.398438
	Iteration 42Q: 3 clusters Score -3217078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -3217077.750000 Penalty: 3305.398438
	Iteration 43Q: 3 clusters Score -3217078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -3217074.500000 Penalty: 3305.398438
	Iteration 44Q: 3 clusters Score -3217074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -3217082.500000 Penalty: 3305.398438
	Iteration 45Q: 3 clusters Score -3217082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3217088.000000 Penalty: 3305.398438
	Iteration 46Q: 3 clusters Score -3217088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -3217094.000000 Penalty: 3305.398438
	Iteration 47Q: 3 clusters Score -3217094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3217094.750000 Penalty: 3305.398438
	Iteration 48Q: 3 clusters Score -3217095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -3217093.000000 Penalty: 3305.398438
	Iteration 49Q: 3 clusters Score -3217093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -3217094.000000 Penalty: 3305.398438
	Iteration 50Q: 3 clusters Score -3217094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3217088.250000 Penalty: 3305.398438
	Iteration 51Q: 3 clusters Score -3217088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3217088.250000 Penalty: 3305.398438
	Iteration 52F: 3 clusters Score -3217088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Entering Unmasked Estep 
Score: -1193248.625000 Penalty: 1500.343750
	Iteration 0F: 2 clusters Score -1193249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1185927.625000 Penalty: 3000.687500
	Iteration 0F: 3 clusters Score -1185928 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1188573.625000 Penalty: 3000.687500
	Iteration 1F: 3 clusters Score -1188574 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1188970.875000 Penalty: 3000.687500
	Iteration 2F: 3 clusters Score -1188971 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1189311.625000 Penalty: 3000.687500
	Iteration 3F: 3 clusters Score -1189312 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1189616.375000 Penalty: 3000.687500
	Iteration 4F: 3 clusters Score -1189616 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1189862.375000 Penalty: 3000.687500
	Iteration 5Q: 3 clusters Score -1189862 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1190084.750000 Penalty: 3000.687500
	Iteration 6Q: 3 clusters Score -1190085 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1190333.375000 Penalty: 3000.687500
	Iteration 7Q: 3 clusters Score -1190333 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1190565.625000 Penalty: 3000.687500
	Iteration 8Q: 3 clusters Score -1190566 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1190779.500000 Penalty: 3000.687500
	Iteration 9Q: 3 clusters Score -1190780 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1191001.625000 Penalty: 3000.687500
	Iteration 10Q: 3 clusters Score -1191002 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1191172.375000 Penalty: 3000.687500
	Iteration 11Q: 3 clusters Score -1191172 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1191331.000000 Penalty: 3000.687500
	Iteration 12Q: 3 clusters Score -1191331 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1191481.375000 Penalty: 3000.687500
	Iteration 13Q: 3 clusters Score -1191481 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1191585.250000 Penalty: 3000.687500
	Iteration 14Q: 3 clusters Score -1191585 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1191657.375000 Penalty: 3000.687500
	Iteration 15Q: 3 clusters Score -1191657 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1191719.000000 Penalty: 3000.687500
	Iteration 16Q: 3 clusters Score -1191719 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1191758.625000 Penalty: 3000.687500
	Iteration 17Q: 3 clusters Score -1191759 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1191793.375000 Penalty: 3000.687500
	Iteration 18Q: 3 clusters Score -1191793 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1191819.750000 Penalty: 3000.687500
	Iteration 19Q: 3 clusters Score -1191820 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1191842.125000 Penalty: 3000.687500
	Iteration 20F: 3 clusters Score -1191842 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1191860.250000 Penalty: 3000.687500
	Iteration 21Q: 3 clusters Score -1191860 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1191876.875000 Penalty: 3000.687500
	Iteration 22Q: 3 clusters Score -1191877 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1191890.750000 Penalty: 3000.687500
	Iteration 23Q: 3 clusters Score -1191891 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1191901.500000 Penalty: 3000.687500
	Iteration 24Q: 3 clusters Score -1191902 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1191910.625000 Penalty: 3000.687500
	Iteration 25Q: 3 clusters Score -1191911 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1191920.125000 Penalty: 3000.687500
	Iteration 26Q: 3 clusters Score -1191920 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1191928.250000 Penalty: 3000.687500
	Iteration 27Q: 3 clusters Score -1191928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1191936.250000 Penalty: 3000.687500
	Iteration 28Q: 3 clusters Score -1191936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1191944.125000 Penalty: 3000.687500
	Iteration 29Q: 3 clusters Score -1191944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1191948.500000 Penalty: 3000.687500
	Iteration 30Q: 3 clusters Score -1191948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1191951.125000 Penalty: 3000.687500
	Iteration 31Q: 3 clusters Score -1191951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1191951.250000 Penalty: 3000.687500
	Iteration 32Q: 3 clusters Score -1191951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1191957.250000 Penalty: 3000.687500
	Iteration 33Q: 3 clusters Score -1191957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1191958.250000 Penalty: 3000.687500
	Iteration 34Q: 3 clusters Score -1191958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1191959.375000 Penalty: 3000.687500
	Iteration 35Q: 3 clusters Score -1191959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1191959.250000 Penalty: 3000.687500
	Iteration 36Q: 3 clusters Score -1191959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1191959.375000 Penalty: 3000.687500
	Iteration 37Q: 3 clusters Score -1191959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1191960.750000 Penalty: 3000.687500
	Iteration 38Q: 3 clusters Score -1191961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1191963.250000 Penalty: 3000.687500
	Iteration 39Q: 3 clusters Score -1191963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1191962.250000 Penalty: 3000.687500
	Iteration 40F: 3 clusters Score -1191962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1191963.000000 Penalty: 3000.687500
	Iteration 41Q: 3 clusters Score -1191963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1191963.000000 Penalty: 3000.687500
	Iteration 42F: 3 clusters Score -1191963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (95905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95905 members 
Entering Unmasked Estep 
Score: -12107268.000000 Penalty: 1864.055908
	Iteration 0F: 2 clusters Score -1.210727e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
Score: -12044243.000000 Penalty: 3728.111816
	Iteration 0F: 3 clusters Score -1.204424e+07 nChanged 45703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 46050 members 
Entering Unmasked Estep 
Score: -12070963.000000 Penalty: 3728.111816
	Iteration 1F: 3 clusters Score -1.207096e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51144 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -12071959.000000 Penalty: 3728.111816
	Iteration 2Q: 3 clusters Score -1.207196e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52980 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -12073051.000000 Penalty: 3728.111816
	Iteration 3Q: 3 clusters Score -1.207305e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55604 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -12074438.000000 Penalty: 3728.111816
	Iteration 4Q: 3 clusters Score -1.207444e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59201 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -12076781.000000 Penalty: 3728.111816
	Iteration 5Q: 3 clusters Score -1.207678e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63948 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -12080432.000000 Penalty: 3728.111816
	Iteration 6F: 3 clusters Score -1.208043e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69645 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -12085428.000000 Penalty: 3728.111816
	Iteration 7F: 3 clusters Score -1.208543e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75247 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -12090695.000000 Penalty: 3728.111816
	Iteration 8F: 3 clusters Score -1.20907e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79727 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -12094846.000000 Penalty: 3728.111816
	Iteration 9F: 3 clusters Score -1.209485e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82986 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -12097508.000000 Penalty: 3728.111816
	Iteration 10Q: 3 clusters Score -1.209751e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85433 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -12099238.000000 Penalty: 3728.111816
	Iteration 11Q: 3 clusters Score -1.209924e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87494 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -12100472.000000 Penalty: 3728.111816
	Iteration 12Q: 3 clusters Score -1.210047e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89254 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -12101534.000000 Penalty: 3728.111816
	Iteration 13Q: 3 clusters Score -1.210153e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90699 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -12102570.000000 Penalty: 3728.111816
	Iteration 14Q: 3 clusters Score -1.210257e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91827 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -12103403.000000 Penalty: 3728.111816
	Iteration 15Q: 3 clusters Score -1.21034e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92753 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -12104159.000000 Penalty: 3728.111816
	Iteration 16Q: 3 clusters Score -1.210416e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93484 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -12104630.000000 Penalty: 3728.111816
	Iteration 17Q: 3 clusters Score -1.210463e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94037 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -12104917.000000 Penalty: 3728.111816
	Iteration 18Q: 3 clusters Score -1.210492e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94462 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -12105165.000000 Penalty: 3728.111816
	Iteration 19Q: 3 clusters Score -1.210516e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94754 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -12105360.000000 Penalty: 3728.111816
	Iteration 20F: 3 clusters Score -1.210536e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94977 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -12105481.000000 Penalty: 3728.111816
	Iteration 21Q: 3 clusters Score -1.210548e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95124 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -12105556.000000 Penalty: 3728.111816
	Iteration 22Q: 3 clusters Score -1.210556e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95237 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -12105603.000000 Penalty: 3728.111816
	Iteration 23Q: 3 clusters Score -1.21056e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95311 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -12105635.000000 Penalty: 3728.111816
	Iteration 24Q: 3 clusters Score -1.210564e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95368 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -12105676.000000 Penalty: 3728.111816
	Iteration 25Q: 3 clusters Score -1.210568e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95410 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -12105711.000000 Penalty: 3728.111816
	Iteration 26Q: 3 clusters Score -1.210571e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95436 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -12105697.000000 Penalty: 3728.111816
	Iteration 27Q: 3 clusters Score -1.21057e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95454 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -12105708.000000 Penalty: 3728.111816
	Iteration 28Q: 3 clusters Score -1.210571e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95470 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -12105727.000000 Penalty: 3728.111816
	Iteration 29Q: 3 clusters Score -1.210573e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95482 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -12105740.000000 Penalty: 3728.111816
	Iteration 30Q: 3 clusters Score -1.210574e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95498 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -12105752.000000 Penalty: 3728.111816
	Iteration 31Q: 3 clusters Score -1.210575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95504 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -12105735.000000 Penalty: 3728.111816
	Iteration 32Q: 3 clusters Score -1.210574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95511 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -12105742.000000 Penalty: 3728.111816
	Iteration 33Q: 3 clusters Score -1.210574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95514 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -12105743.000000 Penalty: 3728.111816
	Iteration 34Q: 3 clusters Score -1.210574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95516 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -12105743.000000 Penalty: 3728.111816
	Iteration 35Q: 3 clusters Score -1.210574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95521 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -12105733.000000 Penalty: 3728.111816
	Iteration 36Q: 3 clusters Score -1.210573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95522 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -12105733.000000 Penalty: 3728.111816
	Iteration 37Q: 3 clusters Score -1.210573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95524 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -12105734.000000 Penalty: 3728.111816
	Iteration 38Q: 3 clusters Score -1.210573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95525 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -12105732.000000 Penalty: 3728.111816
	Iteration 39Q: 3 clusters Score -1.210573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95526 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -12105732.000000 Penalty: 3728.111816
	Iteration 40F: 3 clusters Score -1.210573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95527 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -12105734.000000 Penalty: 3728.111816
	Iteration 41Q: 3 clusters Score -1.210573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95528 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -12105737.000000 Penalty: 3728.111816
	Iteration 42Q: 3 clusters Score -1.210574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95528 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -12105737.000000 Penalty: 3728.111816
	Iteration 43F: 3 clusters Score -1.210574e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (98763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98763 members 
Entering Unmasked Estep 
Score: -12384752.000000 Penalty: 1868.827759
	Iteration 0F: 2 clusters Score -1.238475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49477 members 
Mstep: Class 2 contains 49286 members 
Entering Unmasked Estep 
Score: -12320372.000000 Penalty: 3737.655518
	Iteration 0F: 3 clusters Score -1.232037e+07 nChanged 47068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50619 members 
Mstep: Class 2 contains 48144 members 
Entering Unmasked Estep 
Score: -12347881.000000 Penalty: 3737.655518
	Iteration 1F: 3 clusters Score -1.234788e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50963 members 
Mstep: Class 2 contains 47800 members 
Entering Unmasked Estep 
Score: -12349155.000000 Penalty: 3737.655518
	Iteration 2Q: 3 clusters Score -1.234916e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51396 members 
Mstep: Class 2 contains 47367 members 
Entering Unmasked Estep 
Score: -12350878.000000 Penalty: 3737.655518
	Iteration 3Q: 3 clusters Score -1.235088e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 46813 members 
Entering Unmasked Estep 
Score: -12353472.000000 Penalty: 3737.655518
	Iteration 4Q: 3 clusters Score -1.235347e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52538 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -12357136.000000 Penalty: 3737.655518
	Iteration 5F: 3 clusters Score -1.235714e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52882 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -12361715.000000 Penalty: 3737.655518
	Iteration 6F: 3 clusters Score -1.236172e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52962 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -12366518.000000 Penalty: 3737.655518
	Iteration 7F: 3 clusters Score -1.236652e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52722 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -12370133.000000 Penalty: 3737.655518
	Iteration 8F: 3 clusters Score -1.237013e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52392 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -12372129.000000 Penalty: 3737.655518
	Iteration 9Q: 3 clusters Score -1.237213e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52016 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -12373005.000000 Penalty: 3737.655518
	Iteration 10Q: 3 clusters Score -1.2373e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51697 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -12373395.000000 Penalty: 3737.655518
	Iteration 11Q: 3 clusters Score -1.23734e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51399 members 
Mstep: Class 2 contains 47364 members 
Entering Unmasked Estep 
Score: -12373696.000000 Penalty: 3737.655518
	Iteration 12Q: 3 clusters Score -1.23737e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51182 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -12373931.000000 Penalty: 3737.655518
	Iteration 13Q: 3 clusters Score -1.237393e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51011 members 
Mstep: Class 2 contains 47752 members 
Entering Unmasked Estep 
Score: -12374153.000000 Penalty: 3737.655518
	Iteration 14Q: 3 clusters Score -1.237415e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50825 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -12374395.000000 Penalty: 3737.655518
	Iteration 15Q: 3 clusters Score -1.23744e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50681 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -12374562.000000 Penalty: 3737.655518
	Iteration 16Q: 3 clusters Score -1.237456e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50572 members 
Mstep: Class 2 contains 48191 members 
Entering Unmasked Estep 
Score: -12374654.000000 Penalty: 3737.655518
	Iteration 17Q: 3 clusters Score -1.237465e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -12374828.000000 Penalty: 3737.655518
	Iteration 18Q: 3 clusters Score -1.237483e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50302 members 
Mstep: Class 2 contains 48461 members 
Entering Unmasked Estep 
Score: -12374982.000000 Penalty: 3737.655518
	Iteration 19Q: 3 clusters Score -1.237498e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 48569 members 
Entering Unmasked Estep 
Score: -12375110.000000 Penalty: 3737.655518
	Iteration 20F: 3 clusters Score -1.237511e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50077 members 
Mstep: Class 2 contains 48686 members 
Entering Unmasked Estep 
Score: -12375133.000000 Penalty: 3737.655518
	Iteration 21Q: 3 clusters Score -1.237513e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49934 members 
Mstep: Class 2 contains 48829 members 
Entering Unmasked Estep 
Score: -12375195.000000 Penalty: 3737.655518
	Iteration 22Q: 3 clusters Score -1.23752e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49840 members 
Mstep: Class 2 contains 48923 members 
Entering Unmasked Estep 
Score: -12375287.000000 Penalty: 3737.655518
	Iteration 23Q: 3 clusters Score -1.237529e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49752 members 
Mstep: Class 2 contains 49011 members 
Entering Unmasked Estep 
Score: -12375356.000000 Penalty: 3737.655518
	Iteration 24Q: 3 clusters Score -1.237536e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49681 members 
Mstep: Class 2 contains 49082 members 
Entering Unmasked Estep 
Score: -12375406.000000 Penalty: 3737.655518
	Iteration 25Q: 3 clusters Score -1.237541e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
Score: -12375435.000000 Penalty: 3737.655518
	Iteration 26Q: 3 clusters Score -1.237544e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 49193 members 
Entering Unmasked Estep 
Score: -12375463.000000 Penalty: 3737.655518
	Iteration 27Q: 3 clusters Score -1.237546e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 49215 members 
Entering Unmasked Estep 
Score: -12375513.000000 Penalty: 3737.655518
	Iteration 28Q: 3 clusters Score -1.237551e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49552 members 
Mstep: Class 2 contains 49211 members 
Entering Unmasked Estep 
Score: -12375544.000000 Penalty: 3737.655518
	Iteration 29Q: 3 clusters Score -1.237554e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49554 members 
Mstep: Class 2 contains 49209 members 
Entering Unmasked Estep 
Score: -12375605.000000 Penalty: 3737.655518
	Iteration 30Q: 3 clusters Score -1.23756e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49557 members 
Mstep: Class 2 contains 49206 members 
Entering Unmasked Estep 
Score: -12375620.000000 Penalty: 3737.655518
	Iteration 31Q: 3 clusters Score -1.237562e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49560 members 
Mstep: Class 2 contains 49203 members 
Entering Unmasked Estep 
Score: -12375608.000000 Penalty: 3737.655518
	Iteration 32Q: 3 clusters Score -1.237561e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49544 members 
Mstep: Class 2 contains 49219 members 
Entering Unmasked Estep 
Score: -12375648.000000 Penalty: 3737.655518
	Iteration 33Q: 3 clusters Score -1.237565e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49527 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -12375678.000000 Penalty: 3737.655518
	Iteration 34Q: 3 clusters Score -1.237568e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49479 members 
Mstep: Class 2 contains 49284 members 
Entering Unmasked Estep 
Score: -12375713.000000 Penalty: 3737.655518
	Iteration 35Q: 3 clusters Score -1.237571e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49427 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -12375677.000000 Penalty: 3737.655518
	Iteration 36Q: 3 clusters Score -1.237568e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 49398 members 
Entering Unmasked Estep 
Score: -12375650.000000 Penalty: 3737.655518
	Iteration 37Q: 3 clusters Score -1.237565e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 49440 members 
Entering Unmasked Estep 
Score: -12375659.000000 Penalty: 3737.655518
	Iteration 38Q: 3 clusters Score -1.237566e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49273 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -12375667.000000 Penalty: 3737.655518
	Iteration 39Q: 3 clusters Score -1.237567e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 49533 members 
Entering Unmasked Estep 
Score: -12375663.000000 Penalty: 3737.655518
	Iteration 40F: 3 clusters Score -1.237566e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49188 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -12375630.000000 Penalty: 3737.655518
	Iteration 41Q: 3 clusters Score -1.237563e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49171 members 
Mstep: Class 2 contains 49592 members 
Entering Unmasked Estep 
Score: -12375628.000000 Penalty: 3737.655518
	Iteration 42Q: 3 clusters Score -1.237563e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49178 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -12375633.000000 Penalty: 3737.655518
	Iteration 43Q: 3 clusters Score -1.237563e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49184 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -12375633.000000 Penalty: 3737.655518
	Iteration 44Q: 3 clusters Score -1.237563e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -12375628.000000 Penalty: 3737.655518
	Iteration 45Q: 3 clusters Score -1.237563e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -12375627.000000 Penalty: 3737.655518
	Iteration 46Q: 3 clusters Score -1.237563e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49172 members 
Mstep: Class 2 contains 49591 members 
Entering Unmasked Estep 
Score: -12375631.000000 Penalty: 3737.655518
	Iteration 47Q: 3 clusters Score -1.237563e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 49597 members 
Entering Unmasked Estep 
Score: -12375619.000000 Penalty: 3737.655518
	Iteration 48Q: 3 clusters Score -1.237562e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49162 members 
Mstep: Class 2 contains 49601 members 
Entering Unmasked Estep 
Score: -12375618.000000 Penalty: 3737.655518
	Iteration 49Q: 3 clusters Score -1.237562e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49150 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -12375599.000000 Penalty: 3737.655518
	Iteration 50Q: 3 clusters Score -1.23756e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49132 members 
Mstep: Class 2 contains 49631 members 
Entering Unmasked Estep 
Score: -12375617.000000 Penalty: 3737.655518
	Iteration 51Q: 3 clusters Score -1.237562e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49107 members 
Mstep: Class 2 contains 49656 members 
Entering Unmasked Estep 
Score: -12375625.000000 Penalty: 3737.655518
	Iteration 52Q: 3 clusters Score -1.237562e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 49683 members 
Entering Unmasked Estep 
Score: -12375603.000000 Penalty: 3737.655518
	Iteration 53Q: 3 clusters Score -1.23756e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 49719 members 
Entering Unmasked Estep 
Score: -12375597.000000 Penalty: 3737.655518
	Iteration 54Q: 3 clusters Score -1.23756e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 49751 members 
Entering Unmasked Estep 
Score: -12375572.000000 Penalty: 3737.655518
	Iteration 55Q: 3 clusters Score -1.237557e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 49777 members 
Entering Unmasked Estep 
Score: -12375580.000000 Penalty: 3737.655518
	Iteration 56Q: 3 clusters Score -1.237558e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 49806 members 
Entering Unmasked Estep 
Score: -12375586.000000 Penalty: 3737.655518
	Iteration 57Q: 3 clusters Score -1.237559e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 49841 members 
Entering Unmasked Estep 
Score: -12375561.000000 Penalty: 3737.655518
	Iteration 58Q: 3 clusters Score -1.237556e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48880 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -12375583.000000 Penalty: 3737.655518
	Iteration 59Q: 3 clusters Score -1.237558e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
Score: -12375557.000000 Penalty: 3737.655518
	Iteration 60F: 3 clusters Score -1.237556e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 49951 members 
Entering Unmasked Estep 
Score: -12375552.000000 Penalty: 3737.655518
	Iteration 61Q: 3 clusters Score -1.237555e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 49986 members 
Entering Unmasked Estep 
Score: -12375550.000000 Penalty: 3737.655518
	Iteration 62Q: 3 clusters Score -1.237555e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 50002 members 
Entering Unmasked Estep 
Score: -12375541.000000 Penalty: 3737.655518
	Iteration 63Q: 3 clusters Score -1.237554e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48744 members 
Mstep: Class 2 contains 50019 members 
Entering Unmasked Estep 
Score: -12375568.000000 Penalty: 3737.655518
	Iteration 64Q: 3 clusters Score -1.237557e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 50034 members 
Entering Unmasked Estep 
Score: -12375556.000000 Penalty: 3737.655518
	Iteration 65Q: 3 clusters Score -1.237556e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 50033 members 
Entering Unmasked Estep 
Score: -12375566.000000 Penalty: 3737.655518
	Iteration 66Q: 3 clusters Score -1.237557e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48711 members 
Mstep: Class 2 contains 50052 members 
Entering Unmasked Estep 
Score: -12375531.000000 Penalty: 3737.655518
	Iteration 67Q: 3 clusters Score -1.237553e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48686 members 
Mstep: Class 2 contains 50077 members 
Entering Unmasked Estep 
Score: -12375527.000000 Penalty: 3737.655518
	Iteration 68Q: 3 clusters Score -1.237553e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 50103 members 
Entering Unmasked Estep 
Score: -12375536.000000 Penalty: 3737.655518
	Iteration 69Q: 3 clusters Score -1.237554e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48637 members 
Mstep: Class 2 contains 50126 members 
Entering Unmasked Estep 
Score: -12375540.000000 Penalty: 3737.655518
	Iteration 70Q: 3 clusters Score -1.237554e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 50149 members 
Entering Unmasked Estep 
Score: -12375544.000000 Penalty: 3737.655518
	Iteration 71Q: 3 clusters Score -1.237554e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48594 members 
Mstep: Class 2 contains 50169 members 
Entering Unmasked Estep 
Score: -12375544.000000 Penalty: 3737.655518
	Iteration 72Q: 3 clusters Score -1.237554e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 50186 members 
Entering Unmasked Estep 
Score: -12375528.000000 Penalty: 3737.655518
	Iteration 73Q: 3 clusters Score -1.237553e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 50212 members 
Entering Unmasked Estep 
Score: -12375535.000000 Penalty: 3737.655518
	Iteration 74Q: 3 clusters Score -1.237554e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48518 members 
Mstep: Class 2 contains 50245 members 
Entering Unmasked Estep 
Score: -12375542.000000 Penalty: 3737.655518
	Iteration 75Q: 3 clusters Score -1.237554e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -12375534.000000 Penalty: 3737.655518
	Iteration 76Q: 3 clusters Score -1.237553e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 50292 members 
Entering Unmasked Estep 
Score: -12375537.000000 Penalty: 3737.655518
	Iteration 77Q: 3 clusters Score -1.237554e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48453 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -12375525.000000 Penalty: 3737.655518
	Iteration 78Q: 3 clusters Score -1.237552e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48440 members 
Mstep: Class 2 contains 50323 members 
Entering Unmasked Estep 
Score: -12375510.000000 Penalty: 3737.655518
	Iteration 79Q: 3 clusters Score -1.237551e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -12375509.000000 Penalty: 3737.655518
	Iteration 80F: 3 clusters Score -1.237551e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48446 members 
Mstep: Class 2 contains 50317 members 
Entering Unmasked Estep 
Score: -12375524.000000 Penalty: 3737.655518
	Iteration 81Q: 3 clusters Score -1.237552e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 50308 members 
Entering Unmasked Estep 
Score: -12375511.000000 Penalty: 3737.655518
	Iteration 82Q: 3 clusters Score -1.237551e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48458 members 
Mstep: Class 2 contains 50305 members 
Entering Unmasked Estep 
Score: -12375522.000000 Penalty: 3737.655518
	Iteration 83Q: 3 clusters Score -1.237552e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48461 members 
Mstep: Class 2 contains 50302 members 
Entering Unmasked Estep 
Score: -12375528.000000 Penalty: 3737.655518
	Iteration 84Q: 3 clusters Score -1.237553e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -12375530.000000 Penalty: 3737.655518
	Iteration 85Q: 3 clusters Score -1.237553e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -12375511.000000 Penalty: 3737.655518
	Iteration 86Q: 3 clusters Score -1.237551e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 50289 members 
Entering Unmasked Estep 
Score: -12375511.000000 Penalty: 3737.655518
	Iteration 87Q: 3 clusters Score -1.237551e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 50291 members 
Entering Unmasked Estep 
Score: -12375498.000000 Penalty: 3737.655518
	Iteration 88Q: 3 clusters Score -1.23755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -12375493.000000 Penalty: 3737.655518
	Iteration 89Q: 3 clusters Score -1.237549e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 50289 members 
Entering Unmasked Estep 
Score: -12375487.000000 Penalty: 3737.655518
	Iteration 90Q: 3 clusters Score -1.237549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48478 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -12375487.000000 Penalty: 3737.655518
	Iteration 91Q: 3 clusters Score -1.237549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 50279 members 
Entering Unmasked Estep 
Score: -12375495.000000 Penalty: 3737.655518
	Iteration 92Q: 3 clusters Score -1.23755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48488 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -12375502.000000 Penalty: 3737.655518
	Iteration 93Q: 3 clusters Score -1.23755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
Score: -12375500.000000 Penalty: 3737.655518
	Iteration 94Q: 3 clusters Score -1.23755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -12375497.000000 Penalty: 3737.655518
	Iteration 95Q: 3 clusters Score -1.23755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 50268 members 
Entering Unmasked Estep 
Score: -12375499.000000 Penalty: 3737.655518
	Iteration 96Q: 3 clusters Score -1.23755e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 50268 members 
Entering Unmasked Estep 
Score: -12375499.000000 Penalty: 3737.655518
	Iteration 97F: 3 clusters Score -1.23755e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Entering Unmasked Estep 
Score: -1018805.687500 Penalty: 1463.876099
	Iteration 0F: 2 clusters Score -1018806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1012829.875000 Penalty: 2927.752197
	Iteration 0F: 3 clusters Score -1012830 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1014806.375000 Penalty: 2927.752197
	Iteration 1F: 3 clusters Score -1014806 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1015040.687500 Penalty: 2927.752197
	Iteration 2F: 3 clusters Score -1015041 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1015201.062500 Penalty: 2927.752197
	Iteration 3Q: 3 clusters Score -1015201 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1015313.062500 Penalty: 2927.752197
	Iteration 4Q: 3 clusters Score -1015313 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1015407.187500 Penalty: 2927.752197
	Iteration 5Q: 3 clusters Score -1015407 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1015492.500000 Penalty: 2927.752197
	Iteration 6Q: 3 clusters Score -1015492 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1015565.000000 Penalty: 2927.752197
	Iteration 7Q: 3 clusters Score -1015565 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1015636.062500 Penalty: 2927.752197
	Iteration 8Q: 3 clusters Score -1015636 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1015709.937500 Penalty: 2927.752197
	Iteration 9Q: 3 clusters Score -1015710 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1015804.562500 Penalty: 2927.752197
	Iteration 10Q: 3 clusters Score -1015805 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1015900.000000 Penalty: 2927.752197
	Iteration 11Q: 3 clusters Score -1015900 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1016036.875000 Penalty: 2927.752197
	Iteration 12Q: 3 clusters Score -1016037 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1016189.062500 Penalty: 2927.752197
	Iteration 13Q: 3 clusters Score -1016189 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1016350.312500 Penalty: 2927.752197
	Iteration 14Q: 3 clusters Score -1016350 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1016542.062500 Penalty: 2927.752197
	Iteration 15Q: 3 clusters Score -1016542 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1016745.812500 Penalty: 2927.752197
	Iteration 16Q: 3 clusters Score -1016746 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1016932.500000 Penalty: 2927.752197
	Iteration 17Q: 3 clusters Score -1016932 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1017079.937500 Penalty: 2927.752197
	Iteration 18Q: 3 clusters Score -1017080 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1017176.625000 Penalty: 2927.752197
	Iteration 19Q: 3 clusters Score -1017177 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1017249.062500 Penalty: 2927.752197
	Iteration 20F: 3 clusters Score -1017249 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1017297.312500 Penalty: 2927.752197
	Iteration 21Q: 3 clusters Score -1017297 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1017356.000000 Penalty: 2927.752197
	Iteration 22Q: 3 clusters Score -1017356 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1017403.937500 Penalty: 2927.752197
	Iteration 23Q: 3 clusters Score -1017404 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1017439.625000 Penalty: 2927.752197
	Iteration 24Q: 3 clusters Score -1017440 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1017466.437500 Penalty: 2927.752197
	Iteration 25Q: 3 clusters Score -1017466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1017487.812500 Penalty: 2927.752197
	Iteration 26Q: 3 clusters Score -1017488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1017505.250000 Penalty: 2927.752197
	Iteration 27Q: 3 clusters Score -1017505 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1017521.437500 Penalty: 2927.752197
	Iteration 28Q: 3 clusters Score -1017521 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1017534.187500 Penalty: 2927.752197
	Iteration 29Q: 3 clusters Score -1017534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1017544.562500 Penalty: 2927.752197
	Iteration 30Q: 3 clusters Score -1017545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1017555.250000 Penalty: 2927.752197
	Iteration 31Q: 3 clusters Score -1017555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1017568.500000 Penalty: 2927.752197
	Iteration 32Q: 3 clusters Score -1017568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1017578.875000 Penalty: 2927.752197
	Iteration 33Q: 3 clusters Score -1017579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1017587.000000 Penalty: 2927.752197
	Iteration 34Q: 3 clusters Score -1017587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1017594.375000 Penalty: 2927.752197
	Iteration 35Q: 3 clusters Score -1017594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1017601.250000 Penalty: 2927.752197
	Iteration 36Q: 3 clusters Score -1017601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1017604.812500 Penalty: 2927.752197
	Iteration 37Q: 3 clusters Score -1017605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1017607.250000 Penalty: 2927.752197
	Iteration 38Q: 3 clusters Score -1017607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1017609.312500 Penalty: 2927.752197
	Iteration 39Q: 3 clusters Score -1017609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1017611.437500 Penalty: 2927.752197
	Iteration 40F: 3 clusters Score -1017611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1017613.375000 Penalty: 2927.752197
	Iteration 41Q: 3 clusters Score -1017613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1017614.187500 Penalty: 2927.752197
	Iteration 42Q: 3 clusters Score -1017614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1017615.500000 Penalty: 2927.752197
	Iteration 43Q: 3 clusters Score -1017616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1017615.500000 Penalty: 2927.752197
	Iteration 44F: 3 clusters Score -1017616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Entering Unmasked Estep 
Score: -822442.312500 Penalty: 1438.790161
	Iteration 0F: 2 clusters Score -822442.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -817194.125000 Penalty: 2877.580322
	Iteration 0F: 3 clusters Score -817194.1 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -818802.187500 Penalty: 2877.580322
	Iteration 1F: 3 clusters Score -818802.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -819158.437500 Penalty: 2877.580322
	Iteration 2F: 3 clusters Score -819158.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -819532.812500 Penalty: 2877.580322
	Iteration 3F: 3 clusters Score -819532.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -819941.687500 Penalty: 2877.580322
	Iteration 4F: 3 clusters Score -819941.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -820411.625000 Penalty: 2877.580322
	Iteration 5F: 3 clusters Score -820411.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -820909.250000 Penalty: 2877.580322
	Iteration 6F: 3 clusters Score -820909.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -821370.312500 Penalty: 2877.580322
	Iteration 7F: 3 clusters Score -821370.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -821737.062500 Penalty: 2877.580322
	Iteration 8F: 3 clusters Score -821737.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -822008.500000 Penalty: 2877.580322
	Iteration 9Q: 3 clusters Score -822008.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -822173.687500 Penalty: 2877.580322
	Iteration 10Q: 3 clusters Score -822173.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -822264.812500 Penalty: 2877.580322
	Iteration 11Q: 3 clusters Score -822264.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -822342.812500 Penalty: 2877.580322
	Iteration 12Q: 3 clusters Score -822342.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -822394.187500 Penalty: 2877.580322
	Iteration 13Q: 3 clusters Score -822394.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -822444.562500 Penalty: 2877.580322
	Iteration 14Q: 3 clusters Score -822444.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -822500.125000 Penalty: 2877.580322
	Iteration 15Q: 3 clusters Score -822500.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -822549.062500 Penalty: 2877.580322
	Iteration 16Q: 3 clusters Score -822549.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -822580.250000 Penalty: 2877.580322
	Iteration 17Q: 3 clusters Score -822580.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -822597.125000 Penalty: 2877.580322
	Iteration 18Q: 3 clusters Score -822597.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -822608.062500 Penalty: 2877.580322
	Iteration 19Q: 3 clusters Score -822608.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -822614.937500 Penalty: 2877.580322
	Iteration 20F: 3 clusters Score -822614.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -822618.687500 Penalty: 2877.580322
	Iteration 21Q: 3 clusters Score -822618.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -822620.687500 Penalty: 2877.580322
	Iteration 22Q: 3 clusters Score -822620.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -822625.062500 Penalty: 2877.580322
	Iteration 23Q: 3 clusters Score -822625.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -822626.625000 Penalty: 2877.580322
	Iteration 24Q: 3 clusters Score -822626.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -822627.125000 Penalty: 2877.580322
	Iteration 25Q: 3 clusters Score -822627.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -822626.875000 Penalty: 2877.580322
	Iteration 26Q: 3 clusters Score -822626.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -822626.875000 Penalty: 2877.580322
	Iteration 27F: 3 clusters Score -822626.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105096 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58421 members 
Mstep: Class 6 contains 26120 members 
Mstep: Class 7 contains 10228 members 
Mstep: Class 8 contains 95905 members 
Mstep: Class 9 contains 98763 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 5040 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66232 members 
Mstep: Class 14 contains 35219 members 
Mstep: Class 15 contains 105374 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14072 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96603 members 
Mstep: Class 24 contains 69415 members 
Mstep: Class 25 contains 32081 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6642 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Mstep: Class 41 contains 1963 members 
Entering Unmasked Estep 
Score: -111787960.000000 Penalty: 91479.007812
Splitting cluster 11 changes total score from -111788488.000000 to -111787960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -105675.320312 Penalty: 1126.997681
	Iteration 0F: 2 clusters Score -105675.3 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 510 members 
Entering Unmasked Estep 
Score: -104243.765625 Penalty: 2253.995361
	Iteration 0F: 3 clusters Score -104243.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -104701.929688 Penalty: 2253.995361
	Iteration 1F: 3 clusters Score -104701.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -104971.843750 Penalty: 2253.995361
	Iteration 2F: 3 clusters Score -104971.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -105113.757812 Penalty: 2253.995361
	Iteration 3F: 3 clusters Score -105113.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -105216.796875 Penalty: 2253.995361
	Iteration 4F: 3 clusters Score -105216.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -105300.984375 Penalty: 2253.995361
	Iteration 5Q: 3 clusters Score -105301 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -105364.757812 Penalty: 2253.995361
	Iteration 6Q: 3 clusters Score -105364.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -105395.734375 Penalty: 2253.995361
	Iteration 7Q: 3 clusters Score -105395.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -105414.210938 Penalty: 2253.995361
	Iteration 8Q: 3 clusters Score -105414.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -105423.750000 Penalty: 2253.995361
	Iteration 9Q: 3 clusters Score -105423.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -105427.578125 Penalty: 2253.995361
	Iteration 10Q: 3 clusters Score -105427.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -105427.578125 Penalty: 2253.995361
	Iteration 11F: 3 clusters Score -105427.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (66232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66232 members 
Entering Unmasked Estep 
Score: -8389943.000000 Penalty: 1803.899292
	Iteration 0F: 2 clusters Score -8389943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -8345855.500000 Penalty: 3607.798584
	Iteration 0F: 3 clusters Score -8345856 nChanged 31328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -8363798.500000 Penalty: 3607.798584
	Iteration 1F: 3 clusters Score -8363798 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -8364465.000000 Penalty: 3607.798584
	Iteration 2Q: 3 clusters Score -8364465 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -8365247.000000 Penalty: 3607.798584
	Iteration 3Q: 3 clusters Score -8365247 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -8366243.000000 Penalty: 3607.798584
	Iteration 4Q: 3 clusters Score -8366243 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -8367601.000000 Penalty: 3607.798584
	Iteration 5Q: 3 clusters Score -8367601 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -8369306.500000 Penalty: 3607.798584
	Iteration 6F: 3 clusters Score -8369306 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -8371465.000000 Penalty: 3607.798584
	Iteration 7F: 3 clusters Score -8371465 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -8374008.500000 Penalty: 3607.798584
	Iteration 8F: 3 clusters Score -8374008 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -8376377.000000 Penalty: 3607.798584
	Iteration 9F: 3 clusters Score -8376377 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -8378328.000000 Penalty: 3607.798584
	Iteration 10Q: 3 clusters Score -8378328 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 51885 members 
Entering Unmasked Estep 
Score: -8379662.000000 Penalty: 3607.798584
	Iteration 11Q: 3 clusters Score -8379662 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 53526 members 
Entering Unmasked Estep 
Score: -8380674.500000 Penalty: 3607.798584
	Iteration 12Q: 3 clusters Score -8380674 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 55030 members 
Entering Unmasked Estep 
Score: -8381517.000000 Penalty: 3607.798584
	Iteration 13Q: 3 clusters Score -8381517 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 56516 members 
Entering Unmasked Estep 
Score: -8382279.500000 Penalty: 3607.798584
	Iteration 14Q: 3 clusters Score -8382280 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 57974 members 
Entering Unmasked Estep 
Score: -8383104.500000 Penalty: 3607.798584
	Iteration 15Q: 3 clusters Score -8383104 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 59357 members 
Entering Unmasked Estep 
Score: -8383885.500000 Penalty: 3607.798584
	Iteration 16Q: 3 clusters Score -8383886 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 60623 members 
Entering Unmasked Estep 
Score: -8384663.500000 Penalty: 3607.798584
	Iteration 17Q: 3 clusters Score -8384664 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 61826 members 
Entering Unmasked Estep 
Score: -8385422.000000 Penalty: 3607.798584
	Iteration 18Q: 3 clusters Score -8385422 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 62885 members 
Entering Unmasked Estep 
Score: -8386172.500000 Penalty: 3607.798584
	Iteration 19Q: 3 clusters Score -8386172 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 63798 members 
Entering Unmasked Estep 
Score: -8386740.500000 Penalty: 3607.798584
	Iteration 20F: 3 clusters Score -8386740 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 64516 members 
Entering Unmasked Estep 
Score: -8387246.500000 Penalty: 3607.798584
	Iteration 21Q: 3 clusters Score -8387246 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 65057 members 
Entering Unmasked Estep 
Score: -8387637.500000 Penalty: 3607.798584
	Iteration 22Q: 3 clusters Score -8387638 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 65419 members 
Entering Unmasked Estep 
Score: -8387922.500000 Penalty: 3607.798584
	Iteration 23Q: 3 clusters Score -8387922 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 65649 members 
Entering Unmasked Estep 
Score: -8388058.000000 Penalty: 3607.798584
	Iteration 24Q: 3 clusters Score -8388058 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 65764 members 
Entering Unmasked Estep 
Score: -8388166.000000 Penalty: 3607.798584
	Iteration 25Q: 3 clusters Score -8388166 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 65824 members 
Entering Unmasked Estep 
Score: -8388211.500000 Penalty: 3607.798584
	Iteration 26Q: 3 clusters Score -8388212 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 65865 members 
Entering Unmasked Estep 
Score: -8388239.000000 Penalty: 3607.798584
	Iteration 27Q: 3 clusters Score -8388239 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 65899 members 
Entering Unmasked Estep 
Score: -8388270.000000 Penalty: 3607.798584
	Iteration 28Q: 3 clusters Score -8388270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 65930 members 
Entering Unmasked Estep 
Score: -8388310.000000 Penalty: 3607.798584
	Iteration 29Q: 3 clusters Score -8388310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 65951 members 
Entering Unmasked Estep 
Score: -8388323.500000 Penalty: 3607.798584
	Iteration 30Q: 3 clusters Score -8388324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 65966 members 
Entering Unmasked Estep 
Score: -8388339.500000 Penalty: 3607.798584
	Iteration 31Q: 3 clusters Score -8388340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 65974 members 
Entering Unmasked Estep 
Score: -8388351.000000 Penalty: 3607.798584
	Iteration 32Q: 3 clusters Score -8388351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 65981 members 
Entering Unmasked Estep 
Score: -8388360.000000 Penalty: 3607.798584
	Iteration 33Q: 3 clusters Score -8388360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 65989 members 
Entering Unmasked Estep 
Score: -8388371.500000 Penalty: 3607.798584
	Iteration 34Q: 3 clusters Score -8388372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 65998 members 
Entering Unmasked Estep 
Score: -8388375.500000 Penalty: 3607.798584
	Iteration 35Q: 3 clusters Score -8388376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 66000 members 
Entering Unmasked Estep 
Score: -8388380.500000 Penalty: 3607.798584
	Iteration 36Q: 3 clusters Score -8388380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 66000 members 
Entering Unmasked Estep 
Score: -8388389.500000 Penalty: 3607.798584
	Iteration 37Q: 3 clusters Score -8388390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 66002 members 
Entering Unmasked Estep 
Score: -8388387.500000 Penalty: 3607.798584
	Iteration 38Q: 3 clusters Score -8388388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 66003 members 
Entering Unmasked Estep 
Score: -8388389.500000 Penalty: 3607.798584
	Iteration 39Q: 3 clusters Score -8388390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 66004 members 
Entering Unmasked Estep 
Score: -8388391.000000 Penalty: 3607.798584
	Iteration 40F: 3 clusters Score -8388391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 66005 members 
Entering Unmasked Estep 
Score: -8388390.000000 Penalty: 3607.798584
	Iteration 41Q: 3 clusters Score -8388390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 66005 members 
Entering Unmasked Estep 
Score: -8388390.000000 Penalty: 3607.798584
	Iteration 42F: 3 clusters Score -8388390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Entering Unmasked Estep 
Score: -4329150.000000 Penalty: 1701.267944
	Iteration 0F: 2 clusters Score -4329150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -4305537.000000 Penalty: 3402.535889
	Iteration 0F: 3 clusters Score -4305537 nChanged 16319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -4314623.500000 Penalty: 3402.535889
	Iteration 1F: 3 clusters Score -4314624 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -4315247.000000 Penalty: 3402.535889
	Iteration 2Q: 3 clusters Score -4315247 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -4316050.000000 Penalty: 3402.535889
	Iteration 3F: 3 clusters Score -4316050 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -4317290.500000 Penalty: 3402.535889
	Iteration 4F: 3 clusters Score -4317290 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -4319020.000000 Penalty: 3402.535889
	Iteration 5F: 3 clusters Score -4319020 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -4321135.500000 Penalty: 3402.535889
	Iteration 6F: 3 clusters Score -4321136 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -4323047.000000 Penalty: 3402.535889
	Iteration 7F: 3 clusters Score -4323047 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -4324504.000000 Penalty: 3402.535889
	Iteration 8F: 3 clusters Score -4324504 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -4325524.000000 Penalty: 3402.535889
	Iteration 9Q: 3 clusters Score -4325524 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -4326216.500000 Penalty: 3402.535889
	Iteration 10Q: 3 clusters Score -4326216 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -4326705.000000 Penalty: 3402.535889
	Iteration 11Q: 3 clusters Score -4326705 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -4327028.000000 Penalty: 3402.535889
	Iteration 12Q: 3 clusters Score -4327028 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -4327243.500000 Penalty: 3402.535889
	Iteration 13Q: 3 clusters Score -4327244 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -4327397.000000 Penalty: 3402.535889
	Iteration 14Q: 3 clusters Score -4327397 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -4327474.500000 Penalty: 3402.535889
	Iteration 15Q: 3 clusters Score -4327474 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -4327545.500000 Penalty: 3402.535889
	Iteration 16Q: 3 clusters Score -4327546 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -4327582.500000 Penalty: 3402.535889
	Iteration 17Q: 3 clusters Score -4327582 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -4327626.500000 Penalty: 3402.535889
	Iteration 18Q: 3 clusters Score -4327626 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -4327659.500000 Penalty: 3402.535889
	Iteration 19Q: 3 clusters Score -4327660 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -4327707.500000 Penalty: 3402.535889
	Iteration 20F: 3 clusters Score -4327708 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -4327737.500000 Penalty: 3402.535889
	Iteration 21Q: 3 clusters Score -4327738 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -4327786.000000 Penalty: 3402.535889
	Iteration 22Q: 3 clusters Score -4327786 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -4327807.500000 Penalty: 3402.535889
	Iteration 23Q: 3 clusters Score -4327808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -4327831.500000 Penalty: 3402.535889
	Iteration 24Q: 3 clusters Score -4327832 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -4327852.500000 Penalty: 3402.535889
	Iteration 25Q: 3 clusters Score -4327852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -4327858.500000 Penalty: 3402.535889
	Iteration 26Q: 3 clusters Score -4327858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -4327877.000000 Penalty: 3402.535889
	Iteration 27Q: 3 clusters Score -4327877 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -4327888.000000 Penalty: 3402.535889
	Iteration 28Q: 3 clusters Score -4327888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -4327909.500000 Penalty: 3402.535889
	Iteration 29Q: 3 clusters Score -4327910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -4327935.000000 Penalty: 3402.535889
	Iteration 30Q: 3 clusters Score -4327935 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -4327940.500000 Penalty: 3402.535889
	Iteration 31Q: 3 clusters Score -4327940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -4327943.000000 Penalty: 3402.535889
	Iteration 32Q: 3 clusters Score -4327943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -4327945.500000 Penalty: 3402.535889
	Iteration 33Q: 3 clusters Score -4327946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -4327950.500000 Penalty: 3402.535889
	Iteration 34Q: 3 clusters Score -4327950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -4327956.000000 Penalty: 3402.535889
	Iteration 35Q: 3 clusters Score -4327956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -4327960.000000 Penalty: 3402.535889
	Iteration 36Q: 3 clusters Score -4327960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -4327961.500000 Penalty: 3402.535889
	Iteration 37Q: 3 clusters Score -4327962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -4327969.500000 Penalty: 3402.535889
	Iteration 38Q: 3 clusters Score -4327970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -4327971.000000 Penalty: 3402.535889
	Iteration 39Q: 3 clusters Score -4327971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -4327975.500000 Penalty: 3402.535889
	Iteration 40F: 3 clusters Score -4327976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -4327978.500000 Penalty: 3402.535889
	Iteration 41Q: 3 clusters Score -4327978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -4327982.500000 Penalty: 3402.535889
	Iteration 42Q: 3 clusters Score -4327982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -4327985.000000 Penalty: 3402.535889
	Iteration 43Q: 3 clusters Score -4327985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -4327986.500000 Penalty: 3402.535889
	Iteration 44Q: 3 clusters Score -4327986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -4327987.000000 Penalty: 3402.535889
	Iteration 45Q: 3 clusters Score -4327987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -4327989.500000 Penalty: 3402.535889
	Iteration 46Q: 3 clusters Score -4327990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -4327993.500000 Penalty: 3402.535889
	Iteration 47Q: 3 clusters Score -4327994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -4327990.500000 Penalty: 3402.535889
	Iteration 48Q: 3 clusters Score -4327990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -4327990.500000 Penalty: 3402.535889
	Iteration 49F: 3 clusters Score -4327990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (105374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105374 members 
Entering Unmasked Estep 
Score: -13213667.000000 Penalty: 1879.356567
	Iteration 0F: 2 clusters Score -1.321367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52495 members 
Mstep: Class 2 contains 52879 members 
Entering Unmasked Estep 
Score: -13145003.000000 Penalty: 3758.713135
	Iteration 0F: 3 clusters Score -1.3145e+07 nChanged 50551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 55804 members 
Entering Unmasked Estep 
Score: -13174839.000000 Penalty: 3758.713135
	Iteration 1F: 3 clusters Score -1.317484e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47607 members 
Mstep: Class 2 contains 57767 members 
Entering Unmasked Estep 
Score: -13175951.000000 Penalty: 3758.713135
	Iteration 2Q: 3 clusters Score -1.317595e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44843 members 
Mstep: Class 2 contains 60531 members 
Entering Unmasked Estep 
Score: -13178099.000000 Penalty: 3758.713135
	Iteration 3Q: 3 clusters Score -1.31781e+07 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 64398 members 
Entering Unmasked Estep 
Score: -13181753.000000 Penalty: 3758.713135
	Iteration 4F: 3 clusters Score -1.318175e+07 nChanged 8628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 68800 members 
Entering Unmasked Estep 
Score: -13187639.000000 Penalty: 3758.713135
	Iteration 5F: 3 clusters Score -1.318764e+07 nChanged 9084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 71988 members 
Entering Unmasked Estep 
Score: -13194652.000000 Penalty: 3758.713135
	Iteration 6F: 3 clusters Score -1.319465e+07 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 72553 members 
Entering Unmasked Estep 
Score: -13199077.000000 Penalty: 3758.713135
	Iteration 7F: 3 clusters Score -1.319908e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 71422 members 
Entering Unmasked Estep 
Score: -13200240.000000 Penalty: 3758.713135
	Iteration 8Q: 3 clusters Score -1.320024e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 69786 members 
Entering Unmasked Estep 
Score: -13200477.000000 Penalty: 3758.713135
	Iteration 9Q: 3 clusters Score -1.320048e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 67955 members 
Entering Unmasked Estep 
Score: -13200647.000000 Penalty: 3758.713135
	Iteration 10Q: 3 clusters Score -1.320065e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 65990 members 
Entering Unmasked Estep 
Score: -13200824.000000 Penalty: 3758.713135
	Iteration 11Q: 3 clusters Score -1.320082e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 63950 members 
Entering Unmasked Estep 
Score: -13201120.000000 Penalty: 3758.713135
	Iteration 12Q: 3 clusters Score -1.320112e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 61786 members 
Entering Unmasked Estep 
Score: -13201438.000000 Penalty: 3758.713135
	Iteration 13Q: 3 clusters Score -1.320144e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 59578 members 
Entering Unmasked Estep 
Score: -13201806.000000 Penalty: 3758.713135
	Iteration 14Q: 3 clusters Score -1.320181e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48112 members 
Mstep: Class 2 contains 57262 members 
Entering Unmasked Estep 
Score: -13202370.000000 Penalty: 3758.713135
	Iteration 15Q: 3 clusters Score -1.320237e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50514 members 
Mstep: Class 2 contains 54860 members 
Entering Unmasked Estep 
Score: -13202836.000000 Penalty: 3758.713135
	Iteration 16Q: 3 clusters Score -1.320284e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52878 members 
Mstep: Class 2 contains 52496 members 
Entering Unmasked Estep 
Score: -13203210.000000 Penalty: 3758.713135
	Iteration 17Q: 3 clusters Score -1.320321e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55319 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -13203578.000000 Penalty: 3758.713135
	Iteration 18Q: 3 clusters Score -1.320358e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57611 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -13203887.000000 Penalty: 3758.713135
	Iteration 19Q: 3 clusters Score -1.320389e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59518 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -13204072.000000 Penalty: 3758.713135
	Iteration 20F: 3 clusters Score -1.320407e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61004 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -13204149.000000 Penalty: 3758.713135
	Iteration 21Q: 3 clusters Score -1.320415e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62326 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
Score: -13204114.000000 Penalty: 3758.713135
	Iteration 22Q: 3 clusters Score -1.320411e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63656 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -13204043.000000 Penalty: 3758.713135
	Iteration 23Q: 3 clusters Score -1.320404e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65018 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -13203938.000000 Penalty: 3758.713135
	Iteration 24Q: 3 clusters Score -1.320394e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66458 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -13203859.000000 Penalty: 3758.713135
	Iteration 25Q: 3 clusters Score -1.320386e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67981 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -13203764.000000 Penalty: 3758.713135
	Iteration 26Q: 3 clusters Score -1.320376e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69553 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -13203669.000000 Penalty: 3758.713135
	Iteration 27Q: 3 clusters Score -1.320367e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71319 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -13203646.000000 Penalty: 3758.713135
	Iteration 28Q: 3 clusters Score -1.320365e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73186 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -13203681.000000 Penalty: 3758.713135
	Iteration 29Q: 3 clusters Score -1.320368e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75168 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -13203696.000000 Penalty: 3758.713135
	Iteration 30Q: 3 clusters Score -1.32037e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77319 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -13203752.000000 Penalty: 3758.713135
	Iteration 31Q: 3 clusters Score -1.320375e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79596 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -13203858.000000 Penalty: 3758.713135
	Iteration 32Q: 3 clusters Score -1.320386e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81909 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -13203982.000000 Penalty: 3758.713135
	Iteration 33Q: 3 clusters Score -1.320398e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84342 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -13204282.000000 Penalty: 3758.713135
	Iteration 34Q: 3 clusters Score -1.320428e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86977 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -13204695.000000 Penalty: 3758.713135
	Iteration 35Q: 3 clusters Score -1.32047e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89838 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -13205269.000000 Penalty: 3758.713135
	Iteration 36Q: 3 clusters Score -1.320527e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92750 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -13207635.000000 Penalty: 3758.713135
	Iteration 37Q: 3 clusters Score -1.320764e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95213 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -13209273.000000 Penalty: 3758.713135
	Iteration 38Q: 3 clusters Score -1.320927e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97259 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -13210401.000000 Penalty: 3758.713135
	Iteration 39Q: 3 clusters Score -1.32104e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98925 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -13211143.000000 Penalty: 3758.713135
	Iteration 40F: 3 clusters Score -1.321114e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100267 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -13211618.000000 Penalty: 3758.713135
	Iteration 41Q: 3 clusters Score -1.321162e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101286 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -13211902.000000 Penalty: 3758.713135
	Iteration 42Q: 3 clusters Score -1.32119e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102041 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -13212137.000000 Penalty: 3758.713135
	Iteration 43Q: 3 clusters Score -1.321214e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102620 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -13212187.000000 Penalty: 3758.713135
	Iteration 44Q: 3 clusters Score -1.321219e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103007 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -13212312.000000 Penalty: 3758.713135
	Iteration 45Q: 3 clusters Score -1.321231e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103284 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -13212375.000000 Penalty: 3758.713135
	Iteration 46Q: 3 clusters Score -1.321238e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103504 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -13212397.000000 Penalty: 3758.713135
	Iteration 47Q: 3 clusters Score -1.32124e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103688 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -13212415.000000 Penalty: 3758.713135
	Iteration 48Q: 3 clusters Score -1.321242e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103840 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -13212437.000000 Penalty: 3758.713135
	Iteration 49Q: 3 clusters Score -1.321244e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103943 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -13212406.000000 Penalty: 3758.713135
	Iteration 50Q: 3 clusters Score -1.321241e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104026 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -13212413.000000 Penalty: 3758.713135
	Iteration 51Q: 3 clusters Score -1.321241e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104082 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -13212418.000000 Penalty: 3758.713135
	Iteration 52Q: 3 clusters Score -1.321242e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104149 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -13212421.000000 Penalty: 3758.713135
	Iteration 53Q: 3 clusters Score -1.321242e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104186 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -13212451.000000 Penalty: 3758.713135
	Iteration 54Q: 3 clusters Score -1.321245e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104222 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -13212472.000000 Penalty: 3758.713135
	Iteration 55Q: 3 clusters Score -1.321247e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104246 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -13212468.000000 Penalty: 3758.713135
	Iteration 56Q: 3 clusters Score -1.321247e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104267 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -13212456.000000 Penalty: 3758.713135
	Iteration 57Q: 3 clusters Score -1.321246e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104289 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -13212459.000000 Penalty: 3758.713135
	Iteration 58Q: 3 clusters Score -1.321246e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104297 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -13212462.000000 Penalty: 3758.713135
	Iteration 59Q: 3 clusters Score -1.321246e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104316 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -13212478.000000 Penalty: 3758.713135
	Iteration 60F: 3 clusters Score -1.321248e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104325 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -13212480.000000 Penalty: 3758.713135
	Iteration 61Q: 3 clusters Score -1.321248e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104341 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -13212496.000000 Penalty: 3758.713135
	Iteration 62Q: 3 clusters Score -1.32125e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104353 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -13212503.000000 Penalty: 3758.713135
	Iteration 63Q: 3 clusters Score -1.32125e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104370 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -13212499.000000 Penalty: 3758.713135
	Iteration 64Q: 3 clusters Score -1.32125e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104380 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -13212493.000000 Penalty: 3758.713135
	Iteration 65Q: 3 clusters Score -1.321249e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104383 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -13212509.000000 Penalty: 3758.713135
	Iteration 66Q: 3 clusters Score -1.321251e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104387 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -13212516.000000 Penalty: 3758.713135
	Iteration 67Q: 3 clusters Score -1.321252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104393 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -13212525.000000 Penalty: 3758.713135
	Iteration 68Q: 3 clusters Score -1.321252e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104398 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -13212518.000000 Penalty: 3758.713135
	Iteration 69Q: 3 clusters Score -1.321252e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104408 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -13212529.000000 Penalty: 3758.713135
	Iteration 70Q: 3 clusters Score -1.321253e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104411 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -13212518.000000 Penalty: 3758.713135
	Iteration 71Q: 3 clusters Score -1.321252e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104414 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -13212512.000000 Penalty: 3758.713135
	Iteration 72Q: 3 clusters Score -1.321251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104422 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -13212519.000000 Penalty: 3758.713135
	Iteration 73Q: 3 clusters Score -1.321252e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104423 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -13212523.000000 Penalty: 3758.713135
	Iteration 74Q: 3 clusters Score -1.321252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104425 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -13212534.000000 Penalty: 3758.713135
	Iteration 75Q: 3 clusters Score -1.321253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104428 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -13212525.000000 Penalty: 3758.713135
	Iteration 76Q: 3 clusters Score -1.321252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104432 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -13212526.000000 Penalty: 3758.713135
	Iteration 77Q: 3 clusters Score -1.321253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104436 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -13212538.000000 Penalty: 3758.713135
	Iteration 78Q: 3 clusters Score -1.321254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104437 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -13212531.000000 Penalty: 3758.713135
	Iteration 79Q: 3 clusters Score -1.321253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104438 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -13212534.000000 Penalty: 3758.713135
	Iteration 80F: 3 clusters Score -1.321253e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Entering Unmasked Estep 
Score: -439751.718750 Penalty: 1327.425049
	Iteration 0F: 2 clusters Score -439751.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -436704.062500 Penalty: 2654.850098
	Iteration 0F: 3 clusters Score -436704.1 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -437446.375000 Penalty: 2654.850098
	Iteration 1F: 3 clusters Score -437446.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -437606.843750 Penalty: 2654.850098
	Iteration 2F: 3 clusters Score -437606.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -437719.843750 Penalty: 2654.850098
	Iteration 3Q: 3 clusters Score -437719.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -437828.218750 Penalty: 2654.850098
	Iteration 4Q: 3 clusters Score -437828.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -437992.000000 Penalty: 2654.850098
	Iteration 5Q: 3 clusters Score -437992 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -438317.218750 Penalty: 2654.850098
	Iteration 6F: 3 clusters Score -438317.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -438800.312500 Penalty: 2654.850098
	Iteration 7F: 3 clusters Score -438800.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -439116.750000 Penalty: 2654.850098
	Iteration 8F: 3 clusters Score -439116.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -439310.656250 Penalty: 2654.850098
	Iteration 9F: 3 clusters Score -439310.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -439422.531250 Penalty: 2654.850098
	Iteration 10Q: 3 clusters Score -439422.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -439489.781250 Penalty: 2654.850098
	Iteration 11Q: 3 clusters Score -439489.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -439534.750000 Penalty: 2654.850098
	Iteration 12Q: 3 clusters Score -439534.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -439565.843750 Penalty: 2654.850098
	Iteration 13Q: 3 clusters Score -439565.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -439601.718750 Penalty: 2654.850098
	Iteration 14Q: 3 clusters Score -439601.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -439617.593750 Penalty: 2654.850098
	Iteration 15Q: 3 clusters Score -439617.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -439630.187500 Penalty: 2654.850098
	Iteration 16Q: 3 clusters Score -439630.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -439638.687500 Penalty: 2654.850098
	Iteration 17Q: 3 clusters Score -439638.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -439645.750000 Penalty: 2654.850098
	Iteration 18Q: 3 clusters Score -439645.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -439649.687500 Penalty: 2654.850098
	Iteration 19Q: 3 clusters Score -439649.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -439654.625000 Penalty: 2654.850098
	Iteration 20F: 3 clusters Score -439654.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -439657.750000 Penalty: 2654.850098
	Iteration 21Q: 3 clusters Score -439657.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -439657.625000 Penalty: 2654.850098
	Iteration 22Q: 3 clusters Score -439657.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -439659.343750 Penalty: 2654.850098
	Iteration 23Q: 3 clusters Score -439659.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -439659.343750 Penalty: 2654.850098
	Iteration 24F: 3 clusters Score -439659.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Entering Unmasked Estep 
Score: -853790.937500 Penalty: 1443.208130
	Iteration 0F: 2 clusters Score -853790.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -848466.812500 Penalty: 2886.416260
	Iteration 0F: 3 clusters Score -848466.8 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -850117.000000 Penalty: 2886.416260
	Iteration 1F: 3 clusters Score -850117 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -850356.812500 Penalty: 2886.416260
	Iteration 2F: 3 clusters Score -850356.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -850606.812500 Penalty: 2886.416260
	Iteration 3F: 3 clusters Score -850606.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -850864.812500 Penalty: 2886.416260
	Iteration 4F: 3 clusters Score -850864.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -851136.750000 Penalty: 2886.416260
	Iteration 5Q: 3 clusters Score -851136.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -851443.125000 Penalty: 2886.416260
	Iteration 6F: 3 clusters Score -851443.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -851708.687500 Penalty: 2886.416260
	Iteration 7F: 3 clusters Score -851708.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -851927.625000 Penalty: 2886.416260
	Iteration 8Q: 3 clusters Score -851927.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -852081.562500 Penalty: 2886.416260
	Iteration 9Q: 3 clusters Score -852081.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -852193.437500 Penalty: 2886.416260
	Iteration 10Q: 3 clusters Score -852193.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -852300.000000 Penalty: 2886.416260
	Iteration 11Q: 3 clusters Score -852300 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -852387.937500 Penalty: 2886.416260
	Iteration 12Q: 3 clusters Score -852387.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -852454.062500 Penalty: 2886.416260
	Iteration 13Q: 3 clusters Score -852454.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -852520.562500 Penalty: 2886.416260
	Iteration 14Q: 3 clusters Score -852520.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -852583.312500 Penalty: 2886.416260
	Iteration 15Q: 3 clusters Score -852583.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -852642.375000 Penalty: 2886.416260
	Iteration 16Q: 3 clusters Score -852642.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -852695.187500 Penalty: 2886.416260
	Iteration 17Q: 3 clusters Score -852695.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -852741.312500 Penalty: 2886.416260
	Iteration 18Q: 3 clusters Score -852741.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -852776.187500 Penalty: 2886.416260
	Iteration 19Q: 3 clusters Score -852776.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -852797.937500 Penalty: 2886.416260
	Iteration 20F: 3 clusters Score -852797.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -852814.812500 Penalty: 2886.416260
	Iteration 21Q: 3 clusters Score -852814.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -852824.062500 Penalty: 2886.416260
	Iteration 22Q: 3 clusters Score -852824.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -852828.187500 Penalty: 2886.416260
	Iteration 23Q: 3 clusters Score -852828.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -852832.437500 Penalty: 2886.416260
	Iteration 24Q: 3 clusters Score -852832.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -852838.062500 Penalty: 2886.416260
	Iteration 25Q: 3 clusters Score -852838.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -852841.500000 Penalty: 2886.416260
	Iteration 26Q: 3 clusters Score -852841.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -852844.062500 Penalty: 2886.416260
	Iteration 27Q: 3 clusters Score -852844.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -852849.562500 Penalty: 2886.416260
	Iteration 28Q: 3 clusters Score -852849.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -852853.000000 Penalty: 2886.416260
	Iteration 29Q: 3 clusters Score -852853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -852855.875000 Penalty: 2886.416260
	Iteration 30Q: 3 clusters Score -852855.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -852859.062500 Penalty: 2886.416260
	Iteration 31Q: 3 clusters Score -852859.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -852862.375000 Penalty: 2886.416260
	Iteration 32Q: 3 clusters Score -852862.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -852868.625000 Penalty: 2886.416260
	Iteration 33Q: 3 clusters Score -852868.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -852872.437500 Penalty: 2886.416260
	Iteration 34Q: 3 clusters Score -852872.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -852873.625000 Penalty: 2886.416260
	Iteration 35Q: 3 clusters Score -852873.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -852875.125000 Penalty: 2886.416260
	Iteration 36Q: 3 clusters Score -852875.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -852875.062500 Penalty: 2886.416260
	Iteration 37Q: 3 clusters Score -852875.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -852876.687500 Penalty: 2886.416260
	Iteration 38Q: 3 clusters Score -852876.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -852876.687500 Penalty: 2886.416260
	Iteration 39F: 3 clusters Score -852876.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Entering Unmasked Estep 
Score: -1204881.625000 Penalty: 1492.165649
	Iteration 0F: 2 clusters Score -1204882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1197909.750000 Penalty: 2984.331299
	Iteration 0F: 3 clusters Score -1197910 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1200272.000000 Penalty: 2984.331299
	Iteration 1F: 3 clusters Score -1200272 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1200572.125000 Penalty: 2984.331299
	Iteration 2F: 3 clusters Score -1200572 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1200887.875000 Penalty: 2984.331299
	Iteration 3F: 3 clusters Score -1200888 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1201259.375000 Penalty: 2984.331299
	Iteration 4F: 3 clusters Score -1201259 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1201676.250000 Penalty: 2984.331299
	Iteration 5F: 3 clusters Score -1201676 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1202117.125000 Penalty: 2984.331299
	Iteration 6F: 3 clusters Score -1202117 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1202494.125000 Penalty: 2984.331299
	Iteration 7F: 3 clusters Score -1202494 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1202715.625000 Penalty: 2984.331299
	Iteration 8Q: 3 clusters Score -1202716 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1202859.125000 Penalty: 2984.331299
	Iteration 9Q: 3 clusters Score -1202859 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1202949.125000 Penalty: 2984.331299
	Iteration 10Q: 3 clusters Score -1202949 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1203017.750000 Penalty: 2984.331299
	Iteration 11Q: 3 clusters Score -1203018 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1203065.000000 Penalty: 2984.331299
	Iteration 12Q: 3 clusters Score -1203065 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1203108.250000 Penalty: 2984.331299
	Iteration 13Q: 3 clusters Score -1203108 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1203147.375000 Penalty: 2984.331299
	Iteration 14Q: 3 clusters Score -1203147 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1203178.375000 Penalty: 2984.331299
	Iteration 15Q: 3 clusters Score -1203178 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1203203.125000 Penalty: 2984.331299
	Iteration 16Q: 3 clusters Score -1203203 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1203223.500000 Penalty: 2984.331299
	Iteration 17Q: 3 clusters Score -1203224 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1203234.250000 Penalty: 2984.331299
	Iteration 18Q: 3 clusters Score -1203234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1203241.875000 Penalty: 2984.331299
	Iteration 19Q: 3 clusters Score -1203242 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1203249.625000 Penalty: 2984.331299
	Iteration 20F: 3 clusters Score -1203250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1203259.750000 Penalty: 2984.331299
	Iteration 21Q: 3 clusters Score -1203260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1203266.375000 Penalty: 2984.331299
	Iteration 22Q: 3 clusters Score -1203266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1203270.000000 Penalty: 2984.331299
	Iteration 23Q: 3 clusters Score -1203270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1203274.875000 Penalty: 2984.331299
	Iteration 24Q: 3 clusters Score -1203275 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1203279.625000 Penalty: 2984.331299
	Iteration 25Q: 3 clusters Score -1203280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1203284.625000 Penalty: 2984.331299
	Iteration 26Q: 3 clusters Score -1203285 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1203293.750000 Penalty: 2984.331299
	Iteration 27Q: 3 clusters Score -1203294 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1203302.000000 Penalty: 2984.331299
	Iteration 28Q: 3 clusters Score -1203302 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1203312.125000 Penalty: 2984.331299
	Iteration 29Q: 3 clusters Score -1203312 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1203320.000000 Penalty: 2984.331299
	Iteration 30Q: 3 clusters Score -1203320 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1203327.625000 Penalty: 2984.331299
	Iteration 31Q: 3 clusters Score -1203328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1203333.875000 Penalty: 2984.331299
	Iteration 32Q: 3 clusters Score -1203334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1203334.875000 Penalty: 2984.331299
	Iteration 33Q: 3 clusters Score -1203335 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1203342.375000 Penalty: 2984.331299
	Iteration 34Q: 3 clusters Score -1203342 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1203353.125000 Penalty: 2984.331299
	Iteration 35Q: 3 clusters Score -1203353 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1203358.250000 Penalty: 2984.331299
	Iteration 36Q: 3 clusters Score -1203358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1203365.750000 Penalty: 2984.331299
	Iteration 37Q: 3 clusters Score -1203366 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1203369.125000 Penalty: 2984.331299
	Iteration 38Q: 3 clusters Score -1203369 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1203379.000000 Penalty: 2984.331299
	Iteration 39Q: 3 clusters Score -1203379 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1203384.500000 Penalty: 2984.331299
	Iteration 40F: 3 clusters Score -1203384 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1203391.875000 Penalty: 2984.331299
	Iteration 41Q: 3 clusters Score -1203392 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1203398.000000 Penalty: 2984.331299
	Iteration 42Q: 3 clusters Score -1203398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1203401.500000 Penalty: 2984.331299
	Iteration 43Q: 3 clusters Score -1203402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1203408.000000 Penalty: 2984.331299
	Iteration 44Q: 3 clusters Score -1203408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1203414.625000 Penalty: 2984.331299
	Iteration 45Q: 3 clusters Score -1203415 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1203421.000000 Penalty: 2984.331299
	Iteration 46Q: 3 clusters Score -1203421 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1203431.625000 Penalty: 2984.331299
	Iteration 47Q: 3 clusters Score -1203432 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1203441.750000 Penalty: 2984.331299
	Iteration 48Q: 3 clusters Score -1203442 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1203461.000000 Penalty: 2984.331299
	Iteration 49Q: 3 clusters Score -1203461 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1203485.625000 Penalty: 2984.331299
	Iteration 50Q: 3 clusters Score -1203486 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1203501.625000 Penalty: 2984.331299
	Iteration 51Q: 3 clusters Score -1203502 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1203520.250000 Penalty: 2984.331299
	Iteration 52Q: 3 clusters Score -1203520 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1203543.625000 Penalty: 2984.331299
	Iteration 53Q: 3 clusters Score -1203544 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1203556.750000 Penalty: 2984.331299
	Iteration 54Q: 3 clusters Score -1203557 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1203575.750000 Penalty: 2984.331299
	Iteration 55Q: 3 clusters Score -1203576 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1203592.500000 Penalty: 2984.331299
	Iteration 56Q: 3 clusters Score -1203592 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1203612.125000 Penalty: 2984.331299
	Iteration 57Q: 3 clusters Score -1203612 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1203631.750000 Penalty: 2984.331299
	Iteration 58Q: 3 clusters Score -1203632 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1203650.000000 Penalty: 2984.331299
	Iteration 59Q: 3 clusters Score -1203650 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1203662.750000 Penalty: 2984.331299
	Iteration 60F: 3 clusters Score -1203663 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1203676.125000 Penalty: 2984.331299
	Iteration 61Q: 3 clusters Score -1203676 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1203689.125000 Penalty: 2984.331299
	Iteration 62Q: 3 clusters Score -1203689 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1203703.250000 Penalty: 2984.331299
	Iteration 63Q: 3 clusters Score -1203703 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1203714.250000 Penalty: 2984.331299
	Iteration 64Q: 3 clusters Score -1203714 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1203725.750000 Penalty: 2984.331299
	Iteration 65Q: 3 clusters Score -1203726 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1203732.875000 Penalty: 2984.331299
	Iteration 66Q: 3 clusters Score -1203733 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1203746.125000 Penalty: 2984.331299
	Iteration 67Q: 3 clusters Score -1203746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1203757.125000 Penalty: 2984.331299
	Iteration 68Q: 3 clusters Score -1203757 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1203764.750000 Penalty: 2984.331299
	Iteration 69Q: 3 clusters Score -1203765 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1203774.875000 Penalty: 2984.331299
	Iteration 70Q: 3 clusters Score -1203775 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1203784.125000 Penalty: 2984.331299
	Iteration 71Q: 3 clusters Score -1203784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1203792.000000 Penalty: 2984.331299
	Iteration 72Q: 3 clusters Score -1203792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1203799.625000 Penalty: 2984.331299
	Iteration 73Q: 3 clusters Score -1203800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1203809.750000 Penalty: 2984.331299
	Iteration 74Q: 3 clusters Score -1203810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1203818.875000 Penalty: 2984.331299
	Iteration 75Q: 3 clusters Score -1203819 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1203825.500000 Penalty: 2984.331299
	Iteration 76Q: 3 clusters Score -1203826 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1203833.500000 Penalty: 2984.331299
	Iteration 77Q: 3 clusters Score -1203834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1203836.875000 Penalty: 2984.331299
	Iteration 78Q: 3 clusters Score -1203837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1203838.500000 Penalty: 2984.331299
	Iteration 79Q: 3 clusters Score -1203838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1203845.500000 Penalty: 2984.331299
	Iteration 80F: 3 clusters Score -1203846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1203852.750000 Penalty: 2984.331299
	Iteration 81Q: 3 clusters Score -1203853 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1203862.000000 Penalty: 2984.331299
	Iteration 82Q: 3 clusters Score -1203862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1203868.250000 Penalty: 2984.331299
	Iteration 83Q: 3 clusters Score -1203868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1203874.000000 Penalty: 2984.331299
	Iteration 84Q: 3 clusters Score -1203874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1203879.000000 Penalty: 2984.331299
	Iteration 85Q: 3 clusters Score -1203879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1203881.875000 Penalty: 2984.331299
	Iteration 86Q: 3 clusters Score -1203882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1203883.500000 Penalty: 2984.331299
	Iteration 87Q: 3 clusters Score -1203884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1203885.250000 Penalty: 2984.331299
	Iteration 88Q: 3 clusters Score -1203885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1203888.375000 Penalty: 2984.331299
	Iteration 89Q: 3 clusters Score -1203888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1203891.000000 Penalty: 2984.331299
	Iteration 90Q: 3 clusters Score -1203891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1203892.875000 Penalty: 2984.331299
	Iteration 91Q: 3 clusters Score -1203893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1203893.875000 Penalty: 2984.331299
	Iteration 92Q: 3 clusters Score -1203894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1203893.750000 Penalty: 2984.331299
	Iteration 93Q: 3 clusters Score -1203894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1203897.125000 Penalty: 2984.331299
	Iteration 94Q: 3 clusters Score -1203897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1203897.750000 Penalty: 2984.331299
	Iteration 95Q: 3 clusters Score -1203898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1203900.000000 Penalty: 2984.331299
	Iteration 96Q: 3 clusters Score -1203900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1203899.875000 Penalty: 2984.331299
	Iteration 97Q: 3 clusters Score -1203900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1203899.250000 Penalty: 2984.331299
	Iteration 98Q: 3 clusters Score -1203899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1203900.625000 Penalty: 2984.331299
	Iteration 99Q: 3 clusters Score -1203901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1203900.875000 Penalty: 2984.331299
	Iteration 100F: 3 clusters Score -1203901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1203899.875000 Penalty: 2984.331299
	Iteration 101Q: 3 clusters Score -1203900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1203900.875000 Penalty: 2984.331299
	Iteration 102Q: 3 clusters Score -1203901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1203900.875000 Penalty: 2984.331299
	Iteration 103F: 3 clusters Score -1203901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Entering Unmasked Estep 
Score: -1753368.750000 Penalty: 1552.190552
	Iteration 0F: 2 clusters Score -1753369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1743602.625000 Penalty: 3104.381104
	Iteration 0F: 3 clusters Score -1743603 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1747084.500000 Penalty: 3104.381104
	Iteration 1F: 3 clusters Score -1747084 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1747670.625000 Penalty: 3104.381104
	Iteration 2F: 3 clusters Score -1747671 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1748531.125000 Penalty: 3104.381104
	Iteration 3F: 3 clusters Score -1748531 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1749400.375000 Penalty: 3104.381104
	Iteration 4F: 3 clusters Score -1749400 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1750221.625000 Penalty: 3104.381104
	Iteration 5F: 3 clusters Score -1750222 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1751000.250000 Penalty: 3104.381104
	Iteration 6F: 3 clusters Score -1751000 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1751722.625000 Penalty: 3104.381104
	Iteration 7F: 3 clusters Score -1751723 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1752277.500000 Penalty: 3104.381104
	Iteration 8F: 3 clusters Score -1752278 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1752606.250000 Penalty: 3104.381104
	Iteration 9Q: 3 clusters Score -1752606 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1752805.875000 Penalty: 3104.381104
	Iteration 10Q: 3 clusters Score -1752806 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1752896.250000 Penalty: 3104.381104
	Iteration 11Q: 3 clusters Score -1752896 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1752932.625000 Penalty: 3104.381104
	Iteration 12Q: 3 clusters Score -1752933 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1752953.250000 Penalty: 3104.381104
	Iteration 13Q: 3 clusters Score -1752953 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1752966.125000 Penalty: 3104.381104
	Iteration 14Q: 3 clusters Score -1752966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1752973.250000 Penalty: 3104.381104
	Iteration 15Q: 3 clusters Score -1752973 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1752982.000000 Penalty: 3104.381104
	Iteration 16Q: 3 clusters Score -1752982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1752986.375000 Penalty: 3104.381104
	Iteration 17Q: 3 clusters Score -1752986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1752989.625000 Penalty: 3104.381104
	Iteration 18Q: 3 clusters Score -1752990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1752991.000000 Penalty: 3104.381104
	Iteration 19Q: 3 clusters Score -1752991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1752997.000000 Penalty: 3104.381104
	Iteration 20F: 3 clusters Score -1752997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1753002.125000 Penalty: 3104.381104
	Iteration 21Q: 3 clusters Score -1753002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1753004.500000 Penalty: 3104.381104
	Iteration 22Q: 3 clusters Score -1753004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1753007.375000 Penalty: 3104.381104
	Iteration 23Q: 3 clusters Score -1753007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1753008.750000 Penalty: 3104.381104
	Iteration 24Q: 3 clusters Score -1753009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1753007.375000 Penalty: 3104.381104
	Iteration 25Q: 3 clusters Score -1753007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1753006.750000 Penalty: 3104.381104
	Iteration 26Q: 3 clusters Score -1753007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1753010.625000 Penalty: 3104.381104
	Iteration 27Q: 3 clusters Score -1753011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1753012.000000 Penalty: 3104.381104
	Iteration 28Q: 3 clusters Score -1753012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1753015.125000 Penalty: 3104.381104
	Iteration 29Q: 3 clusters Score -1753015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1753019.375000 Penalty: 3104.381104
	Iteration 30Q: 3 clusters Score -1753019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1753022.875000 Penalty: 3104.381104
	Iteration 31Q: 3 clusters Score -1753023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1753025.375000 Penalty: 3104.381104
	Iteration 32Q: 3 clusters Score -1753025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1753024.875000 Penalty: 3104.381104
	Iteration 33Q: 3 clusters Score -1753025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1753024.000000 Penalty: 3104.381104
	Iteration 34Q: 3 clusters Score -1753024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1753025.125000 Penalty: 3104.381104
	Iteration 35Q: 3 clusters Score -1753025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1753025.125000 Penalty: 3104.381104
	Iteration 36F: 3 clusters Score -1753025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Entering Unmasked Estep 
Score: -797182.687500 Penalty: 1423.548096
	Iteration 0F: 2 clusters Score -797182.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -792319.312500 Penalty: 2847.096191
	Iteration 0F: 3 clusters Score -792319.3 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -793759.312500 Penalty: 2847.096191
	Iteration 1F: 3 clusters Score -793759.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -793964.625000 Penalty: 2847.096191
	Iteration 2F: 3 clusters Score -793964.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -794172.000000 Penalty: 2847.096191
	Iteration 3F: 3 clusters Score -794172 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -794457.625000 Penalty: 2847.096191
	Iteration 4F: 3 clusters Score -794457.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -794821.875000 Penalty: 2847.096191
	Iteration 5F: 3 clusters Score -794821.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -795196.562500 Penalty: 2847.096191
	Iteration 6F: 3 clusters Score -795196.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -795529.937500 Penalty: 2847.096191
	Iteration 7F: 3 clusters Score -795529.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -795827.937500 Penalty: 2847.096191
	Iteration 8F: 3 clusters Score -795827.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -796065.625000 Penalty: 2847.096191
	Iteration 9Q: 3 clusters Score -796065.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -796237.250000 Penalty: 2847.096191
	Iteration 10Q: 3 clusters Score -796237.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -796378.375000 Penalty: 2847.096191
	Iteration 11Q: 3 clusters Score -796378.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -796492.562500 Penalty: 2847.096191
	Iteration 12Q: 3 clusters Score -796492.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -796580.750000 Penalty: 2847.096191
	Iteration 13Q: 3 clusters Score -796580.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -796633.875000 Penalty: 2847.096191
	Iteration 14Q: 3 clusters Score -796633.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -796662.625000 Penalty: 2847.096191
	Iteration 15Q: 3 clusters Score -796662.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -796674.187500 Penalty: 2847.096191
	Iteration 16Q: 3 clusters Score -796674.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -796689.937500 Penalty: 2847.096191
	Iteration 17Q: 3 clusters Score -796689.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -796700.062500 Penalty: 2847.096191
	Iteration 18Q: 3 clusters Score -796700.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -796707.875000 Penalty: 2847.096191
	Iteration 19Q: 3 clusters Score -796707.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -796713.312500 Penalty: 2847.096191
	Iteration 20F: 3 clusters Score -796713.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -796724.125000 Penalty: 2847.096191
	Iteration 21Q: 3 clusters Score -796724.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -796738.375000 Penalty: 2847.096191
	Iteration 22Q: 3 clusters Score -796738.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -796772.937500 Penalty: 2847.096191
	Iteration 23Q: 3 clusters Score -796772.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -796817.375000 Penalty: 2847.096191
	Iteration 24Q: 3 clusters Score -796817.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -796846.687500 Penalty: 2847.096191
	Iteration 25Q: 3 clusters Score -796846.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -796856.875000 Penalty: 2847.096191
	Iteration 26Q: 3 clusters Score -796856.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -796865.500000 Penalty: 2847.096191
	Iteration 27Q: 3 clusters Score -796865.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -796871.062500 Penalty: 2847.096191
	Iteration 28Q: 3 clusters Score -796871.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -796875.500000 Penalty: 2847.096191
	Iteration 29Q: 3 clusters Score -796875.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -796875.437500 Penalty: 2847.096191
	Iteration 30Q: 3 clusters Score -796875.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -796877.625000 Penalty: 2847.096191
	Iteration 31Q: 3 clusters Score -796877.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -796879.187500 Penalty: 2847.096191
	Iteration 32Q: 3 clusters Score -796879.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -796883.812500 Penalty: 2847.096191
	Iteration 33Q: 3 clusters Score -796883.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -796886.187500 Penalty: 2847.096191
	Iteration 34Q: 3 clusters Score -796886.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -796888.812500 Penalty: 2847.096191
	Iteration 35Q: 3 clusters Score -796888.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -796895.937500 Penalty: 2847.096191
	Iteration 36Q: 3 clusters Score -796895.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -796898.750000 Penalty: 2847.096191
	Iteration 37Q: 3 clusters Score -796898.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -796905.125000 Penalty: 2847.096191
	Iteration 38Q: 3 clusters Score -796905.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -796906.437500 Penalty: 2847.096191
	Iteration 39Q: 3 clusters Score -796906.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -796907.875000 Penalty: 2847.096191
	Iteration 40F: 3 clusters Score -796907.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -796908.937500 Penalty: 2847.096191
	Iteration 41Q: 3 clusters Score -796908.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -796909.437500 Penalty: 2847.096191
	Iteration 42Q: 3 clusters Score -796909.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -796909.437500 Penalty: 2847.096191
	Iteration 43F: 3 clusters Score -796909.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Entering Unmasked Estep 
Score: -339895.593750 Penalty: 1299.346802
	Iteration 0F: 2 clusters Score -339895.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -337180.968750 Penalty: 2598.693604
	Iteration 0F: 3 clusters Score -337181 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -337925.593750 Penalty: 2598.693604
	Iteration 1F: 3 clusters Score -337925.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -338256.250000 Penalty: 2598.693604
	Iteration 2F: 3 clusters Score -338256.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -338592.968750 Penalty: 2598.693604
	Iteration 3F: 3 clusters Score -338593 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -338879.687500 Penalty: 2598.693604
	Iteration 4F: 3 clusters Score -338879.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -339074.593750 Penalty: 2598.693604
	Iteration 5F: 3 clusters Score -339074.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -339218.125000 Penalty: 2598.693604
	Iteration 6Q: 3 clusters Score -339218.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -339301.343750 Penalty: 2598.693604
	Iteration 7Q: 3 clusters Score -339301.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -339358.406250 Penalty: 2598.693604
	Iteration 8Q: 3 clusters Score -339358.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -339392.781250 Penalty: 2598.693604
	Iteration 9Q: 3 clusters Score -339392.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -339419.187500 Penalty: 2598.693604
	Iteration 10Q: 3 clusters Score -339419.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -339458.218750 Penalty: 2598.693604
	Iteration 11Q: 3 clusters Score -339458.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -339493.718750 Penalty: 2598.693604
	Iteration 12Q: 3 clusters Score -339493.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -339514.281250 Penalty: 2598.693604
	Iteration 13Q: 3 clusters Score -339514.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -339530.406250 Penalty: 2598.693604
	Iteration 14Q: 3 clusters Score -339530.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -339541.625000 Penalty: 2598.693604
	Iteration 15Q: 3 clusters Score -339541.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -339550.218750 Penalty: 2598.693604
	Iteration 16Q: 3 clusters Score -339550.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -339556.468750 Penalty: 2598.693604
	Iteration 17Q: 3 clusters Score -339556.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -339562.125000 Penalty: 2598.693604
	Iteration 18Q: 3 clusters Score -339562.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -339565.156250 Penalty: 2598.693604
	Iteration 19Q: 3 clusters Score -339565.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -339565.875000 Penalty: 2598.693604
	Iteration 20F: 3 clusters Score -339565.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -339566.343750 Penalty: 2598.693604
	Iteration 21Q: 3 clusters Score -339566.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -339566.562500 Penalty: 2598.693604
	Iteration 22Q: 3 clusters Score -339566.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -339566.687500 Penalty: 2598.693604
	Iteration 23Q: 3 clusters Score -339566.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -339567.218750 Penalty: 2598.693604
	Iteration 24Q: 3 clusters Score -339567.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -339567.218750 Penalty: 2598.693604
	Iteration 25F: 3 clusters Score -339567.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Entering Unmasked Estep 
Score: -2025452.250000 Penalty: 1576.004761
	Iteration 0F: 2 clusters Score -2025452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2014120.500000 Penalty: 3152.009521
	Iteration 0F: 3 clusters Score -2014120 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2018198.875000 Penalty: 3152.009521
	Iteration 1F: 3 clusters Score -2018199 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2018568.375000 Penalty: 3152.009521
	Iteration 2F: 3 clusters Score -2018568 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2018935.375000 Penalty: 3152.009521
	Iteration 3F: 3 clusters Score -2018935 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2019390.250000 Penalty: 3152.009521
	Iteration 4F: 3 clusters Score -2019390 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2020009.500000 Penalty: 3152.009521
	Iteration 5F: 3 clusters Score -2020010 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2020778.500000 Penalty: 3152.009521
	Iteration 6F: 3 clusters Score -2020778 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -2021598.000000 Penalty: 3152.009521
	Iteration 7F: 3 clusters Score -2021598 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -2022332.625000 Penalty: 3152.009521
	Iteration 8F: 3 clusters Score -2022333 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2022861.750000 Penalty: 3152.009521
	Iteration 9Q: 3 clusters Score -2022862 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2023194.500000 Penalty: 3152.009521
	Iteration 10Q: 3 clusters Score -2023194 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2023421.375000 Penalty: 3152.009521
	Iteration 11Q: 3 clusters Score -2023421 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -2023546.000000 Penalty: 3152.009521
	Iteration 12Q: 3 clusters Score -2023546 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -2023653.000000 Penalty: 3152.009521
	Iteration 13Q: 3 clusters Score -2023653 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -2023736.500000 Penalty: 3152.009521
	Iteration 14Q: 3 clusters Score -2023736 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2023811.125000 Penalty: 3152.009521
	Iteration 15Q: 3 clusters Score -2023811 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2023877.625000 Penalty: 3152.009521
	Iteration 16Q: 3 clusters Score -2023878 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2023923.500000 Penalty: 3152.009521
	Iteration 17Q: 3 clusters Score -2023924 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -2023950.625000 Penalty: 3152.009521
	Iteration 18Q: 3 clusters Score -2023951 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2023983.000000 Penalty: 3152.009521
	Iteration 19Q: 3 clusters Score -2023983 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -2024015.125000 Penalty: 3152.009521
	Iteration 20F: 3 clusters Score -2024015 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2024039.000000 Penalty: 3152.009521
	Iteration 21Q: 3 clusters Score -2024039 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2024063.125000 Penalty: 3152.009521
	Iteration 22Q: 3 clusters Score -2024063 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -2024081.375000 Penalty: 3152.009521
	Iteration 23Q: 3 clusters Score -2024081 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -2024102.750000 Penalty: 3152.009521
	Iteration 24Q: 3 clusters Score -2024103 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2024124.750000 Penalty: 3152.009521
	Iteration 25Q: 3 clusters Score -2024125 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2024150.625000 Penalty: 3152.009521
	Iteration 26Q: 3 clusters Score -2024151 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -2024165.125000 Penalty: 3152.009521
	Iteration 27Q: 3 clusters Score -2024165 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -2024183.125000 Penalty: 3152.009521
	Iteration 28Q: 3 clusters Score -2024183 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2024197.125000 Penalty: 3152.009521
	Iteration 29Q: 3 clusters Score -2024197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2024210.375000 Penalty: 3152.009521
	Iteration 30Q: 3 clusters Score -2024210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2024220.625000 Penalty: 3152.009521
	Iteration 31Q: 3 clusters Score -2024221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2024222.125000 Penalty: 3152.009521
	Iteration 32Q: 3 clusters Score -2024222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2024229.125000 Penalty: 3152.009521
	Iteration 33Q: 3 clusters Score -2024229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2024237.000000 Penalty: 3152.009521
	Iteration 34Q: 3 clusters Score -2024237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -2024238.750000 Penalty: 3152.009521
	Iteration 35Q: 3 clusters Score -2024239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2024241.375000 Penalty: 3152.009521
	Iteration 36Q: 3 clusters Score -2024241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -2024246.625000 Penalty: 3152.009521
	Iteration 37Q: 3 clusters Score -2024247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2024252.125000 Penalty: 3152.009521
	Iteration 38Q: 3 clusters Score -2024252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2024254.500000 Penalty: 3152.009521
	Iteration 39Q: 3 clusters Score -2024254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2024261.625000 Penalty: 3152.009521
	Iteration 40F: 3 clusters Score -2024262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -2024260.375000 Penalty: 3152.009521
	Iteration 41Q: 3 clusters Score -2024260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2024262.375000 Penalty: 3152.009521
	Iteration 42Q: 3 clusters Score -2024262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2024262.500000 Penalty: 3152.009521
	Iteration 43Q: 3 clusters Score -2024262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -2024262.375000 Penalty: 3152.009521
	Iteration 44Q: 3 clusters Score -2024262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -2024262.375000 Penalty: 3152.009521
	Iteration 45F: 3 clusters Score -2024262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (96603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96603 members 
Entering Unmasked Estep 
Score: -12202485.000000 Penalty: 1865.234253
	Iteration 0F: 2 clusters Score -1.220248e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48440 members 
Mstep: Class 2 contains 48163 members 
Entering Unmasked Estep 
Score: -12141090.000000 Penalty: 3730.468506
	Iteration 0F: 3 clusters Score -1.214109e+07 nChanged 46180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -12167682.000000 Penalty: 3730.468506
	Iteration 1F: 3 clusters Score -1.216768e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52926 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -12168985.000000 Penalty: 3730.468506
	Iteration 2Q: 3 clusters Score -1.216898e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55443 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -12170687.000000 Penalty: 3730.468506
	Iteration 3Q: 3 clusters Score -1.217069e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58756 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -12172804.000000 Penalty: 3730.468506
	Iteration 4F: 3 clusters Score -1.21728e+07 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62852 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -12175587.000000 Penalty: 3730.468506
	Iteration 5F: 3 clusters Score -1.217559e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67395 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -12178988.000000 Penalty: 3730.468506
	Iteration 6F: 3 clusters Score -1.217899e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72192 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -12183007.000000 Penalty: 3730.468506
	Iteration 7F: 3 clusters Score -1.218301e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76418 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -12187123.000000 Penalty: 3730.468506
	Iteration 8F: 3 clusters Score -1.218712e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79558 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -12190655.000000 Penalty: 3730.468506
	Iteration 9Q: 3 clusters Score -1.219066e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81599 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -12192958.000000 Penalty: 3730.468506
	Iteration 10Q: 3 clusters Score -1.219296e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83089 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -12194422.000000 Penalty: 3730.468506
	Iteration 11Q: 3 clusters Score -1.219442e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84259 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -12195404.000000 Penalty: 3730.468506
	Iteration 12Q: 3 clusters Score -1.21954e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85327 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -12196138.000000 Penalty: 3730.468506
	Iteration 13Q: 3 clusters Score -1.219614e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86310 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -12196825.000000 Penalty: 3730.468506
	Iteration 14Q: 3 clusters Score -1.219682e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87286 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -12197392.000000 Penalty: 3730.468506
	Iteration 15Q: 3 clusters Score -1.219739e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88165 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -12197912.000000 Penalty: 3730.468506
	Iteration 16Q: 3 clusters Score -1.219791e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88994 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -12198364.000000 Penalty: 3730.468506
	Iteration 17Q: 3 clusters Score -1.219836e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89774 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -12198688.000000 Penalty: 3730.468506
	Iteration 18Q: 3 clusters Score -1.219869e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90507 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -12198899.000000 Penalty: 3730.468506
	Iteration 19Q: 3 clusters Score -1.21989e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91130 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -12199133.000000 Penalty: 3730.468506
	Iteration 20F: 3 clusters Score -1.219913e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91735 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -12199333.000000 Penalty: 3730.468506
	Iteration 21Q: 3 clusters Score -1.219933e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92264 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -12199536.000000 Penalty: 3730.468506
	Iteration 22Q: 3 clusters Score -1.219954e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92726 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -12199685.000000 Penalty: 3730.468506
	Iteration 23Q: 3 clusters Score -1.219968e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93122 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -12199832.000000 Penalty: 3730.468506
	Iteration 24Q: 3 clusters Score -1.219983e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93462 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -12200009.000000 Penalty: 3730.468506
	Iteration 25Q: 3 clusters Score -1.220001e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93767 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -12200191.000000 Penalty: 3730.468506
	Iteration 26Q: 3 clusters Score -1.220019e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94044 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -12200321.000000 Penalty: 3730.468506
	Iteration 27Q: 3 clusters Score -1.220032e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94280 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -12200456.000000 Penalty: 3730.468506
	Iteration 28Q: 3 clusters Score -1.220046e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94486 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -12200516.000000 Penalty: 3730.468506
	Iteration 29Q: 3 clusters Score -1.220052e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94660 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -12200599.000000 Penalty: 3730.468506
	Iteration 30Q: 3 clusters Score -1.22006e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94802 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -12200633.000000 Penalty: 3730.468506
	Iteration 31Q: 3 clusters Score -1.220063e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94912 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -12200656.000000 Penalty: 3730.468506
	Iteration 32Q: 3 clusters Score -1.220066e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95014 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -12200722.000000 Penalty: 3730.468506
	Iteration 33Q: 3 clusters Score -1.220072e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95104 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -12200777.000000 Penalty: 3730.468506
	Iteration 34Q: 3 clusters Score -1.220078e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95187 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -12200790.000000 Penalty: 3730.468506
	Iteration 35Q: 3 clusters Score -1.220079e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95261 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -12200828.000000 Penalty: 3730.468506
	Iteration 36Q: 3 clusters Score -1.220083e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95324 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -12200847.000000 Penalty: 3730.468506
	Iteration 37Q: 3 clusters Score -1.220085e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95367 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -12200865.000000 Penalty: 3730.468506
	Iteration 38Q: 3 clusters Score -1.220086e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95398 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -12200879.000000 Penalty: 3730.468506
	Iteration 39Q: 3 clusters Score -1.220088e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95429 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -12200901.000000 Penalty: 3730.468506
	Iteration 40F: 3 clusters Score -1.22009e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95462 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -12200917.000000 Penalty: 3730.468506
	Iteration 41Q: 3 clusters Score -1.220092e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95489 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -12200940.000000 Penalty: 3730.468506
	Iteration 42Q: 3 clusters Score -1.220094e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95515 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -12200959.000000 Penalty: 3730.468506
	Iteration 43Q: 3 clusters Score -1.220096e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95540 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -12200947.000000 Penalty: 3730.468506
	Iteration 44Q: 3 clusters Score -1.220095e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95558 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -12200949.000000 Penalty: 3730.468506
	Iteration 45Q: 3 clusters Score -1.220095e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95577 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -12200960.000000 Penalty: 3730.468506
	Iteration 46Q: 3 clusters Score -1.220096e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95592 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -12200964.000000 Penalty: 3730.468506
	Iteration 47Q: 3 clusters Score -1.220096e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95610 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -12200963.000000 Penalty: 3730.468506
	Iteration 48Q: 3 clusters Score -1.220096e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95628 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -12200972.000000 Penalty: 3730.468506
	Iteration 49Q: 3 clusters Score -1.220097e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95645 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -12200981.000000 Penalty: 3730.468506
	Iteration 50Q: 3 clusters Score -1.220098e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95657 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -12200991.000000 Penalty: 3730.468506
	Iteration 51Q: 3 clusters Score -1.220099e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95662 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -12201000.000000 Penalty: 3730.468506
	Iteration 52Q: 3 clusters Score -1.2201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95666 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -12200998.000000 Penalty: 3730.468506
	Iteration 53Q: 3 clusters Score -1.2201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95669 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -12200992.000000 Penalty: 3730.468506
	Iteration 54Q: 3 clusters Score -1.220099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95673 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -12201007.000000 Penalty: 3730.468506
	Iteration 55Q: 3 clusters Score -1.220101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95675 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -12200995.000000 Penalty: 3730.468506
	Iteration 56Q: 3 clusters Score -1.2201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95677 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -12200997.000000 Penalty: 3730.468506
	Iteration 57Q: 3 clusters Score -1.2201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95678 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -12200995.000000 Penalty: 3730.468506
	Iteration 58Q: 3 clusters Score -1.2201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95678 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -12200995.000000 Penalty: 3730.468506
	Iteration 59F: 3 clusters Score -1.2201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (69415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69415 members 
Entering Unmasked Estep 
Score: -8627479.000000 Penalty: 1811.526978
	Iteration 0F: 2 clusters Score -8627479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -8581314.000000 Penalty: 3623.053955
	Iteration 0F: 3 clusters Score -8581314 nChanged 32818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -8600448.000000 Penalty: 3623.053955
	Iteration 1F: 3 clusters Score -8600448 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -8602017.000000 Penalty: 3623.053955
	Iteration 2Q: 3 clusters Score -8602017 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -8604307.000000 Penalty: 3623.053955
	Iteration 3F: 3 clusters Score -8604307 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -8607413.000000 Penalty: 3623.053955
	Iteration 4F: 3 clusters Score -8607413 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 47809 members 
Entering Unmasked Estep 
Score: -8611361.000000 Penalty: 3623.053955
	Iteration 5F: 3 clusters Score -8611361 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 50988 members 
Entering Unmasked Estep 
Score: -8615215.000000 Penalty: 3623.053955
	Iteration 6F: 3 clusters Score -8615215 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 53328 members 
Entering Unmasked Estep 
Score: -8618313.000000 Penalty: 3623.053955
	Iteration 7F: 3 clusters Score -8618313 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 54744 members 
Entering Unmasked Estep 
Score: -8620150.000000 Penalty: 3623.053955
	Iteration 8Q: 3 clusters Score -8620150 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 55736 members 
Entering Unmasked Estep 
Score: -8621193.000000 Penalty: 3623.053955
	Iteration 9Q: 3 clusters Score -8621193 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 56545 members 
Entering Unmasked Estep 
Score: -8621793.000000 Penalty: 3623.053955
	Iteration 10Q: 3 clusters Score -8621793 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 57317 members 
Entering Unmasked Estep 
Score: -8622237.000000 Penalty: 3623.053955
	Iteration 11Q: 3 clusters Score -8622237 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 58102 members 
Entering Unmasked Estep 
Score: -8622735.000000 Penalty: 3623.053955
	Iteration 12Q: 3 clusters Score -8622735 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 58786 members 
Entering Unmasked Estep 
Score: -8623039.000000 Penalty: 3623.053955
	Iteration 13Q: 3 clusters Score -8623039 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 59407 members 
Entering Unmasked Estep 
Score: -8623286.000000 Penalty: 3623.053955
	Iteration 14Q: 3 clusters Score -8623286 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 59965 members 
Entering Unmasked Estep 
Score: -8623493.000000 Penalty: 3623.053955
	Iteration 15Q: 3 clusters Score -8623493 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 60498 members 
Entering Unmasked Estep 
Score: -8623677.000000 Penalty: 3623.053955
	Iteration 16Q: 3 clusters Score -8623677 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 60991 members 
Entering Unmasked Estep 
Score: -8623850.000000 Penalty: 3623.053955
	Iteration 17Q: 3 clusters Score -8623850 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 61446 members 
Entering Unmasked Estep 
Score: -8624033.000000 Penalty: 3623.053955
	Iteration 18Q: 3 clusters Score -8624033 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 61858 members 
Entering Unmasked Estep 
Score: -8624168.000000 Penalty: 3623.053955
	Iteration 19Q: 3 clusters Score -8624168 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 62258 members 
Entering Unmasked Estep 
Score: -8624297.000000 Penalty: 3623.053955
	Iteration 20F: 3 clusters Score -8624297 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 62618 members 
Entering Unmasked Estep 
Score: -8624376.000000 Penalty: 3623.053955
	Iteration 21Q: 3 clusters Score -8624376 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 62969 members 
Entering Unmasked Estep 
Score: -8624466.000000 Penalty: 3623.053955
	Iteration 22Q: 3 clusters Score -8624466 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 63314 members 
Entering Unmasked Estep 
Score: -8624605.000000 Penalty: 3623.053955
	Iteration 23Q: 3 clusters Score -8624605 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 63621 members 
Entering Unmasked Estep 
Score: -8624692.000000 Penalty: 3623.053955
	Iteration 24Q: 3 clusters Score -8624692 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 63922 members 
Entering Unmasked Estep 
Score: -8624777.000000 Penalty: 3623.053955
	Iteration 25Q: 3 clusters Score -8624777 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 64181 members 
Entering Unmasked Estep 
Score: -8624898.000000 Penalty: 3623.053955
	Iteration 26Q: 3 clusters Score -8624898 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 64429 members 
Entering Unmasked Estep 
Score: -8624992.000000 Penalty: 3623.053955
	Iteration 27Q: 3 clusters Score -8624992 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 64673 members 
Entering Unmasked Estep 
Score: -8625063.000000 Penalty: 3623.053955
	Iteration 28Q: 3 clusters Score -8625063 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 64881 members 
Entering Unmasked Estep 
Score: -8625135.000000 Penalty: 3623.053955
	Iteration 29Q: 3 clusters Score -8625135 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 65066 members 
Entering Unmasked Estep 
Score: -8625193.000000 Penalty: 3623.053955
	Iteration 30Q: 3 clusters Score -8625193 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 65261 members 
Entering Unmasked Estep 
Score: -8625258.000000 Penalty: 3623.053955
	Iteration 31Q: 3 clusters Score -8625258 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 65475 members 
Entering Unmasked Estep 
Score: -8625321.000000 Penalty: 3623.053955
	Iteration 32Q: 3 clusters Score -8625321 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 65683 members 
Entering Unmasked Estep 
Score: -8625374.000000 Penalty: 3623.053955
	Iteration 33Q: 3 clusters Score -8625374 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 65881 members 
Entering Unmasked Estep 
Score: -8625440.000000 Penalty: 3623.053955
	Iteration 34Q: 3 clusters Score -8625440 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 66049 members 
Entering Unmasked Estep 
Score: -8625527.000000 Penalty: 3623.053955
	Iteration 35Q: 3 clusters Score -8625527 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 66207 members 
Entering Unmasked Estep 
Score: -8625565.000000 Penalty: 3623.053955
	Iteration 36Q: 3 clusters Score -8625565 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 66346 members 
Entering Unmasked Estep 
Score: -8625630.000000 Penalty: 3623.053955
	Iteration 37Q: 3 clusters Score -8625630 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 66464 members 
Entering Unmasked Estep 
Score: -8625672.000000 Penalty: 3623.053955
	Iteration 38Q: 3 clusters Score -8625672 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 66576 members 
Entering Unmasked Estep 
Score: -8625706.000000 Penalty: 3623.053955
	Iteration 39Q: 3 clusters Score -8625706 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 66688 members 
Entering Unmasked Estep 
Score: -8625747.000000 Penalty: 3623.053955
	Iteration 40F: 3 clusters Score -8625747 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 66800 members 
Entering Unmasked Estep 
Score: -8625807.000000 Penalty: 3623.053955
	Iteration 41Q: 3 clusters Score -8625807 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 66884 members 
Entering Unmasked Estep 
Score: -8625863.000000 Penalty: 3623.053955
	Iteration 42Q: 3 clusters Score -8625863 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 66958 members 
Entering Unmasked Estep 
Score: -8625873.000000 Penalty: 3623.053955
	Iteration 43Q: 3 clusters Score -8625873 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 67031 members 
Entering Unmasked Estep 
Score: -8625892.000000 Penalty: 3623.053955
	Iteration 44Q: 3 clusters Score -8625892 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 67088 members 
Entering Unmasked Estep 
Score: -8625908.000000 Penalty: 3623.053955
	Iteration 45Q: 3 clusters Score -8625908 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 67149 members 
Entering Unmasked Estep 
Score: -8625921.000000 Penalty: 3623.053955
	Iteration 46Q: 3 clusters Score -8625921 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 67209 members 
Entering Unmasked Estep 
Score: -8625938.000000 Penalty: 3623.053955
	Iteration 47Q: 3 clusters Score -8625938 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 67259 members 
Entering Unmasked Estep 
Score: -8625952.000000 Penalty: 3623.053955
	Iteration 48Q: 3 clusters Score -8625952 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 67310 members 
Entering Unmasked Estep 
Score: -8625969.000000 Penalty: 3623.053955
	Iteration 49Q: 3 clusters Score -8625969 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 67352 members 
Entering Unmasked Estep 
Score: -8625977.000000 Penalty: 3623.053955
	Iteration 50Q: 3 clusters Score -8625977 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 67391 members 
Entering Unmasked Estep 
Score: -8625984.000000 Penalty: 3623.053955
	Iteration 51Q: 3 clusters Score -8625984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 67415 members 
Entering Unmasked Estep 
Score: -8625983.000000 Penalty: 3623.053955
	Iteration 52Q: 3 clusters Score -8625983 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 67447 members 
Entering Unmasked Estep 
Score: -8626009.000000 Penalty: 3623.053955
	Iteration 53Q: 3 clusters Score -8626009 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 67476 members 
Entering Unmasked Estep 
Score: -8626018.000000 Penalty: 3623.053955
	Iteration 54Q: 3 clusters Score -8626018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 67502 members 
Entering Unmasked Estep 
Score: -8626029.000000 Penalty: 3623.053955
	Iteration 55Q: 3 clusters Score -8626029 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 67525 members 
Entering Unmasked Estep 
Score: -8626029.000000 Penalty: 3623.053955
	Iteration 56Q: 3 clusters Score -8626029 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 67545 members 
Entering Unmasked Estep 
Score: -8626032.000000 Penalty: 3623.053955
	Iteration 57Q: 3 clusters Score -8626032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 67566 members 
Entering Unmasked Estep 
Score: -8626042.000000 Penalty: 3623.053955
	Iteration 58Q: 3 clusters Score -8626042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 67584 members 
Entering Unmasked Estep 
Score: -8626041.000000 Penalty: 3623.053955
	Iteration 59Q: 3 clusters Score -8626041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 67598 members 
Entering Unmasked Estep 
Score: -8626034.000000 Penalty: 3623.053955
	Iteration 60F: 3 clusters Score -8626034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 67614 members 
Entering Unmasked Estep 
Score: -8626033.000000 Penalty: 3623.053955
	Iteration 61Q: 3 clusters Score -8626033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 67631 members 
Entering Unmasked Estep 
Score: -8626041.000000 Penalty: 3623.053955
	Iteration 62Q: 3 clusters Score -8626041 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 67653 members 
Entering Unmasked Estep 
Score: -8626040.000000 Penalty: 3623.053955
	Iteration 63Q: 3 clusters Score -8626040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 67679 members 
Entering Unmasked Estep 
Score: -8626054.000000 Penalty: 3623.053955
	Iteration 64Q: 3 clusters Score -8626054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 67706 members 
Entering Unmasked Estep 
Score: -8626066.000000 Penalty: 3623.053955
	Iteration 65Q: 3 clusters Score -8626066 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 67729 members 
Entering Unmasked Estep 
Score: -8626081.000000 Penalty: 3623.053955
	Iteration 66Q: 3 clusters Score -8626081 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 67747 members 
Entering Unmasked Estep 
Score: -8626091.000000 Penalty: 3623.053955
	Iteration 67Q: 3 clusters Score -8626091 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 67769 members 
Entering Unmasked Estep 
Score: -8626101.000000 Penalty: 3623.053955
	Iteration 68Q: 3 clusters Score -8626101 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 67779 members 
Entering Unmasked Estep 
Score: -8626104.000000 Penalty: 3623.053955
	Iteration 69Q: 3 clusters Score -8626104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 67785 members 
Entering Unmasked Estep 
Score: -8626117.000000 Penalty: 3623.053955
	Iteration 70Q: 3 clusters Score -8626117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 67793 members 
Entering Unmasked Estep 
Score: -8626108.000000 Penalty: 3623.053955
	Iteration 71Q: 3 clusters Score -8626108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 67801 members 
Entering Unmasked Estep 
Score: -8626113.000000 Penalty: 3623.053955
	Iteration 72Q: 3 clusters Score -8626113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 67806 members 
Entering Unmasked Estep 
Score: -8626114.000000 Penalty: 3623.053955
	Iteration 73Q: 3 clusters Score -8626114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 67810 members 
Entering Unmasked Estep 
Score: -8626114.000000 Penalty: 3623.053955
	Iteration 74Q: 3 clusters Score -8626114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 67813 members 
Entering Unmasked Estep 
Score: -8626123.000000 Penalty: 3623.053955
	Iteration 75Q: 3 clusters Score -8626123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 67820 members 
Entering Unmasked Estep 
Score: -8626134.000000 Penalty: 3623.053955
	Iteration 76Q: 3 clusters Score -8626134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 67825 members 
Entering Unmasked Estep 
Score: -8626131.000000 Penalty: 3623.053955
	Iteration 77Q: 3 clusters Score -8626131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 67828 members 
Entering Unmasked Estep 
Score: -8626134.000000 Penalty: 3623.053955
	Iteration 78Q: 3 clusters Score -8626134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 67831 members 
Entering Unmasked Estep 
Score: -8626137.000000 Penalty: 3623.053955
	Iteration 79Q: 3 clusters Score -8626137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 67837 members 
Entering Unmasked Estep 
Score: -8626139.000000 Penalty: 3623.053955
	Iteration 80F: 3 clusters Score -8626139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 67841 members 
Entering Unmasked Estep 
Score: -8626142.000000 Penalty: 3623.053955
	Iteration 81Q: 3 clusters Score -8626142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 67842 members 
Entering Unmasked Estep 
Score: -8626140.000000 Penalty: 3623.053955
	Iteration 82Q: 3 clusters Score -8626140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 67845 members 
Entering Unmasked Estep 
Score: -8626141.000000 Penalty: 3623.053955
	Iteration 83Q: 3 clusters Score -8626141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 67846 members 
Entering Unmasked Estep 
Score: -8626137.000000 Penalty: 3623.053955
	Iteration 84Q: 3 clusters Score -8626137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 67853 members 
Entering Unmasked Estep 
Score: -8626146.000000 Penalty: 3623.053955
	Iteration 85Q: 3 clusters Score -8626146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 67859 members 
Entering Unmasked Estep 
Score: -8626150.000000 Penalty: 3623.053955
	Iteration 86Q: 3 clusters Score -8626150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 67862 members 
Entering Unmasked Estep 
Score: -8626156.000000 Penalty: 3623.053955
	Iteration 87Q: 3 clusters Score -8626156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 67865 members 
Entering Unmasked Estep 
Score: -8626143.000000 Penalty: 3623.053955
	Iteration 88Q: 3 clusters Score -8626143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 67867 members 
Entering Unmasked Estep 
Score: -8626145.000000 Penalty: 3623.053955
	Iteration 89Q: 3 clusters Score -8626145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 67868 members 
Entering Unmasked Estep 
Score: -8626146.000000 Penalty: 3623.053955
	Iteration 90Q: 3 clusters Score -8626146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 67868 members 
Entering Unmasked Estep 
Score: -8626146.000000 Penalty: 3623.053955
	Iteration 91F: 3 clusters Score -8626146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (32081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Entering Unmasked Estep 
Score: -4013662.250000 Penalty: 1686.103149
	Iteration 0F: 2 clusters Score -4013662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -3991989.500000 Penalty: 3372.206299
	Iteration 0F: 3 clusters Score -3991990 nChanged 14836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -4000078.750000 Penalty: 3372.206299
	Iteration 1F: 3 clusters Score -4000079 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -4000438.500000 Penalty: 3372.206299
	Iteration 2Q: 3 clusters Score -4000438 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -4000691.750000 Penalty: 3372.206299
	Iteration 3Q: 3 clusters Score -4000692 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -4000978.000000 Penalty: 3372.206299
	Iteration 4Q: 3 clusters Score -4000978 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -4001280.750000 Penalty: 3372.206299
	Iteration 5Q: 3 clusters Score -4001281 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -4001620.500000 Penalty: 3372.206299
	Iteration 6Q: 3 clusters Score -4001620 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -4002079.750000 Penalty: 3372.206299
	Iteration 7Q: 3 clusters Score -4002080 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -4002700.250000 Penalty: 3372.206299
	Iteration 8Q: 3 clusters Score -4002700 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -4003473.500000 Penalty: 3372.206299
	Iteration 9Q: 3 clusters Score -4003474 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -4004490.250000 Penalty: 3372.206299
	Iteration 10F: 3 clusters Score -4004490 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -4005713.500000 Penalty: 3372.206299
	Iteration 11F: 3 clusters Score -4005714 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -4007185.000000 Penalty: 3372.206299
	Iteration 12F: 3 clusters Score -4007185 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -4008641.500000 Penalty: 3372.206299
	Iteration 13F: 3 clusters Score -4008642 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -4009889.750000 Penalty: 3372.206299
	Iteration 14Q: 3 clusters Score -4009890 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -4010750.000000 Penalty: 3372.206299
	Iteration 15Q: 3 clusters Score -4010750 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4011330.500000 Penalty: 3372.206299
	Iteration 16Q: 3 clusters Score -4011330 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4011659.000000 Penalty: 3372.206299
	Iteration 17Q: 3 clusters Score -4011659 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4011872.750000 Penalty: 3372.206299
	Iteration 18Q: 3 clusters Score -4011873 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4011985.750000 Penalty: 3372.206299
	Iteration 19Q: 3 clusters Score -4011986 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4012052.500000 Penalty: 3372.206299
	Iteration 20F: 3 clusters Score -4012052 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4012106.500000 Penalty: 3372.206299
	Iteration 21Q: 3 clusters Score -4012106 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4012135.500000 Penalty: 3372.206299
	Iteration 22Q: 3 clusters Score -4012136 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4012151.750000 Penalty: 3372.206299
	Iteration 23Q: 3 clusters Score -4012152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4012157.500000 Penalty: 3372.206299
	Iteration 24Q: 3 clusters Score -4012158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4012176.000000 Penalty: 3372.206299
	Iteration 25Q: 3 clusters Score -4012176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4012180.500000 Penalty: 3372.206299
	Iteration 26Q: 3 clusters Score -4012180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4012178.000000 Penalty: 3372.206299
	Iteration 27Q: 3 clusters Score -4012178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4012183.000000 Penalty: 3372.206299
	Iteration 28Q: 3 clusters Score -4012183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4012189.750000 Penalty: 3372.206299
	Iteration 29Q: 3 clusters Score -4012190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4012192.750000 Penalty: 3372.206299
	Iteration 30Q: 3 clusters Score -4012193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4012194.000000 Penalty: 3372.206299
	Iteration 31Q: 3 clusters Score -4012194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4012195.500000 Penalty: 3372.206299
	Iteration 32Q: 3 clusters Score -4012196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4012197.750000 Penalty: 3372.206299
	Iteration 33Q: 3 clusters Score -4012198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4012199.500000 Penalty: 3372.206299
	Iteration 34Q: 3 clusters Score -4012200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4012200.500000 Penalty: 3372.206299
	Iteration 35Q: 3 clusters Score -4012200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4012204.500000 Penalty: 3372.206299
	Iteration 36Q: 3 clusters Score -4012204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4012206.250000 Penalty: 3372.206299
	Iteration 37Q: 3 clusters Score -4012206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4012208.000000 Penalty: 3372.206299
	Iteration 38Q: 3 clusters Score -4012208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4012207.000000 Penalty: 3372.206299
	Iteration 39Q: 3 clusters Score -4012207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4012213.750000 Penalty: 3372.206299
	Iteration 40F: 3 clusters Score -4012214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4012215.000000 Penalty: 3372.206299
	Iteration 41Q: 3 clusters Score -4012215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4012220.750000 Penalty: 3372.206299
	Iteration 42Q: 3 clusters Score -4012221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4012222.500000 Penalty: 3372.206299
	Iteration 43Q: 3 clusters Score -4012222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4012223.250000 Penalty: 3372.206299
	Iteration 44Q: 3 clusters Score -4012223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4012226.250000 Penalty: 3372.206299
	Iteration 45Q: 3 clusters Score -4012226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4012226.000000 Penalty: 3372.206299
	Iteration 46Q: 3 clusters Score -4012226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4012224.000000 Penalty: 3372.206299
	Iteration 47Q: 3 clusters Score -4012224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4012224.000000 Penalty: 3372.206299
	Iteration 48F: 3 clusters Score -4012224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -52122.601562 Penalty: 1005.926208
	Iteration 0F: 2 clusters Score -52122.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -51113.625000 Penalty: 2011.852417
	Iteration 0F: 3 clusters Score -51113.62 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -51353.722656 Penalty: 2011.852417
	Iteration 1F: 3 clusters Score -51353.72 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -51458.140625 Penalty: 2011.852417
	Iteration 2F: 3 clusters Score -51458.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -51531.968750 Penalty: 2011.852417
	Iteration 3F: 3 clusters Score -51531.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -51564.906250 Penalty: 2011.852417
	Iteration 4Q: 3 clusters Score -51564.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -51579.269531 Penalty: 2011.852417
	Iteration 5Q: 3 clusters Score -51579.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -51586.890625 Penalty: 2011.852417
	Iteration 6Q: 3 clusters Score -51586.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51589.230469 Penalty: 2011.852417
	Iteration 7Q: 3 clusters Score -51589.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51593.207031 Penalty: 2011.852417
	Iteration 8Q: 3 clusters Score -51593.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51593.207031 Penalty: 2011.852417
	Iteration 9F: 3 clusters Score -51593.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -116305.187500 Penalty: 1126.997681
	Iteration 0F: 2 clusters Score -116305.2 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 508 members 
Entering Unmasked Estep 
Score: -114841.734375 Penalty: 2253.995361
	Iteration 0F: 3 clusters Score -114841.7 nChanged 329
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: -115256.375000 Penalty: 2253.995361
	Iteration 1F: 3 clusters Score -115256.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -115528.929688 Penalty: 2253.995361
	Iteration 2F: 3 clusters Score -115528.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -115783.890625 Penalty: 2253.995361
	Iteration 3F: 3 clusters Score -115783.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -116069.710938 Penalty: 2253.995361
	Iteration 4F: 3 clusters Score -116069.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -116258.265625 Penalty: 2253.995361
	Iteration 5F: 3 clusters Score -116258.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -116351.375000 Penalty: 2253.995361
	Iteration 6Q: 3 clusters Score -116351.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -116399.773438 Penalty: 2253.995361
	Iteration 7Q: 3 clusters Score -116399.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -116430.140625 Penalty: 2253.995361
	Iteration 8Q: 3 clusters Score -116430.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -116462.671875 Penalty: 2253.995361
	Iteration 9Q: 3 clusters Score -116462.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -116482.000000 Penalty: 2253.995361
	Iteration 10Q: 3 clusters Score -116482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -116498.390625 Penalty: 2253.995361
	Iteration 11Q: 3 clusters Score -116498.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -116505.773438 Penalty: 2253.995361
	Iteration 12Q: 3 clusters Score -116505.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -116506.835938 Penalty: 2253.995361
	Iteration 13Q: 3 clusters Score -116506.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -116509.367188 Penalty: 2253.995361
	Iteration 14Q: 3 clusters Score -116509.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -116511.367188 Penalty: 2253.995361
	Iteration 15Q: 3 clusters Score -116511.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -116511.367188 Penalty: 2253.995361
	Iteration 16F: 3 clusters Score -116511.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105096 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58421 members 
Mstep: Class 6 contains 26120 members 
Mstep: Class 7 contains 10228 members 
Mstep: Class 8 contains 95905 members 
Mstep: Class 9 contains 98763 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66232 members 
Mstep: Class 14 contains 35219 members 
Mstep: Class 15 contains 105374 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14072 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96603 members 
Mstep: Class 24 contains 69415 members 
Mstep: Class 25 contains 32081 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6642 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Mstep: Class 41 contains 530 members 
Entering Unmasked Estep 
Score: -111787464.000000 Penalty: 91479.007812
Splitting cluster 27 changes total score from -111788488.000000 to -111787464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (2909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Entering Unmasked Estep 
Score: -351262.812500 Penalty: 1296.029175
	Iteration 0F: 2 clusters Score -351262.8 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 1439 members 
Entering Unmasked Estep 
Score: -348582.937500 Penalty: 2592.058350
	Iteration 0F: 3 clusters Score -348582.9 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -349217.062500 Penalty: 2592.058350
	Iteration 1F: 3 clusters Score -349217.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -349364.343750 Penalty: 2592.058350
	Iteration 2F: 3 clusters Score -349364.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -349456.437500 Penalty: 2592.058350
	Iteration 3F: 3 clusters Score -349456.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -349532.875000 Penalty: 2592.058350
	Iteration 4Q: 3 clusters Score -349532.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -349598.500000 Penalty: 2592.058350
	Iteration 5Q: 3 clusters Score -349598.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -349686.250000 Penalty: 2592.058350
	Iteration 6Q: 3 clusters Score -349686.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -349775.218750 Penalty: 2592.058350
	Iteration 7Q: 3 clusters Score -349775.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -349865.406250 Penalty: 2592.058350
	Iteration 8Q: 3 clusters Score -349865.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -349924.906250 Penalty: 2592.058350
	Iteration 9Q: 3 clusters Score -349924.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -349969.250000 Penalty: 2592.058350
	Iteration 10Q: 3 clusters Score -349969.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -349994.750000 Penalty: 2592.058350
	Iteration 11Q: 3 clusters Score -349994.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -350019.562500 Penalty: 2592.058350
	Iteration 12Q: 3 clusters Score -350019.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -350041.437500 Penalty: 2592.058350
	Iteration 13Q: 3 clusters Score -350041.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -350060.468750 Penalty: 2592.058350
	Iteration 14Q: 3 clusters Score -350060.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -350074.562500 Penalty: 2592.058350
	Iteration 15Q: 3 clusters Score -350074.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -350085.812500 Penalty: 2592.058350
	Iteration 16Q: 3 clusters Score -350085.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -350097.281250 Penalty: 2592.058350
	Iteration 17Q: 3 clusters Score -350097.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -350108.750000 Penalty: 2592.058350
	Iteration 18Q: 3 clusters Score -350108.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -350117.187500 Penalty: 2592.058350
	Iteration 19Q: 3 clusters Score -350117.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -350123.375000 Penalty: 2592.058350
	Iteration 20F: 3 clusters Score -350123.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -350128.031250 Penalty: 2592.058350
	Iteration 21Q: 3 clusters Score -350128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -350133.937500 Penalty: 2592.058350
	Iteration 22Q: 3 clusters Score -350133.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -350136.906250 Penalty: 2592.058350
	Iteration 23Q: 3 clusters Score -350136.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -350140.218750 Penalty: 2592.058350
	Iteration 24Q: 3 clusters Score -350140.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -350142.781250 Penalty: 2592.058350
	Iteration 25Q: 3 clusters Score -350142.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -350143.625000 Penalty: 2592.058350
	Iteration 26Q: 3 clusters Score -350143.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -350144.468750 Penalty: 2592.058350
	Iteration 27Q: 3 clusters Score -350144.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -350146.093750 Penalty: 2592.058350
	Iteration 28Q: 3 clusters Score -350146.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -350146.562500 Penalty: 2592.058350
	Iteration 29Q: 3 clusters Score -350146.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -350147.000000 Penalty: 2592.058350
	Iteration 30Q: 3 clusters Score -350147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -350147.343750 Penalty: 2592.058350
	Iteration 31Q: 3 clusters Score -350147.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -350147.500000 Penalty: 2592.058350
	Iteration 32Q: 3 clusters Score -350147.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -350148.250000 Penalty: 2592.058350
	Iteration 33Q: 3 clusters Score -350148.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -350149.625000 Penalty: 2592.058350
	Iteration 34Q: 3 clusters Score -350149.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -350149.718750 Penalty: 2592.058350
	Iteration 35Q: 3 clusters Score -350149.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -350149.593750 Penalty: 2592.058350
	Iteration 36Q: 3 clusters Score -350149.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -350149.593750 Penalty: 2592.058350
	Iteration 37F: 3 clusters Score -350149.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Entering Unmasked Estep 
Score: -865853.187500 Penalty: 1438.604492
	Iteration 0F: 2 clusters Score -865853.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -860601.812500 Penalty: 2877.208984
	Iteration 0F: 3 clusters Score -860601.8 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -862239.687500 Penalty: 2877.208984
	Iteration 1F: 3 clusters Score -862239.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -862504.250000 Penalty: 2877.208984
	Iteration 2F: 3 clusters Score -862504.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -862721.125000 Penalty: 2877.208984
	Iteration 3F: 3 clusters Score -862721.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -862925.125000 Penalty: 2877.208984
	Iteration 4F: 3 clusters Score -862925.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -863173.812500 Penalty: 2877.208984
	Iteration 5Q: 3 clusters Score -863173.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -863425.937500 Penalty: 2877.208984
	Iteration 6Q: 3 clusters Score -863425.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -863664.187500 Penalty: 2877.208984
	Iteration 7Q: 3 clusters Score -863664.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -863869.187500 Penalty: 2877.208984
	Iteration 8Q: 3 clusters Score -863869.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -864044.312500 Penalty: 2877.208984
	Iteration 9Q: 3 clusters Score -864044.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -864192.312500 Penalty: 2877.208984
	Iteration 10Q: 3 clusters Score -864192.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -864327.875000 Penalty: 2877.208984
	Iteration 11Q: 3 clusters Score -864327.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -864427.312500 Penalty: 2877.208984
	Iteration 12Q: 3 clusters Score -864427.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -864515.750000 Penalty: 2877.208984
	Iteration 13Q: 3 clusters Score -864515.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -864558.562500 Penalty: 2877.208984
	Iteration 14Q: 3 clusters Score -864558.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -864578.812500 Penalty: 2877.208984
	Iteration 15Q: 3 clusters Score -864578.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -864599.687500 Penalty: 2877.208984
	Iteration 16Q: 3 clusters Score -864599.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -864613.125000 Penalty: 2877.208984
	Iteration 17Q: 3 clusters Score -864613.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -864626.437500 Penalty: 2877.208984
	Iteration 18Q: 3 clusters Score -864626.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -864644.062500 Penalty: 2877.208984
	Iteration 19Q: 3 clusters Score -864644.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -864652.875000 Penalty: 2877.208984
	Iteration 20F: 3 clusters Score -864652.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -864657.875000 Penalty: 2877.208984
	Iteration 21Q: 3 clusters Score -864657.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -864665.750000 Penalty: 2877.208984
	Iteration 22Q: 3 clusters Score -864665.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -864671.375000 Penalty: 2877.208984
	Iteration 23Q: 3 clusters Score -864671.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -864673.750000 Penalty: 2877.208984
	Iteration 24Q: 3 clusters Score -864673.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -864677.937500 Penalty: 2877.208984
	Iteration 25Q: 3 clusters Score -864677.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -864680.687500 Penalty: 2877.208984
	Iteration 26Q: 3 clusters Score -864680.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -864679.875000 Penalty: 2877.208984
	Iteration 27Q: 3 clusters Score -864679.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -864680.937500 Penalty: 2877.208984
	Iteration 28Q: 3 clusters Score -864680.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -864683.500000 Penalty: 2877.208984
	Iteration 29Q: 3 clusters Score -864683.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -864685.750000 Penalty: 2877.208984
	Iteration 30Q: 3 clusters Score -864685.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -864688.250000 Penalty: 2877.208984
	Iteration 31Q: 3 clusters Score -864688.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -864695.000000 Penalty: 2877.208984
	Iteration 32Q: 3 clusters Score -864695 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -864698.750000 Penalty: 2877.208984
	Iteration 33Q: 3 clusters Score -864698.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -864702.562500 Penalty: 2877.208984
	Iteration 34Q: 3 clusters Score -864702.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -864707.125000 Penalty: 2877.208984
	Iteration 35Q: 3 clusters Score -864707.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -864713.625000 Penalty: 2877.208984
	Iteration 36Q: 3 clusters Score -864713.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -864719.562500 Penalty: 2877.208984
	Iteration 37Q: 3 clusters Score -864719.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -864721.687500 Penalty: 2877.208984
	Iteration 38Q: 3 clusters Score -864721.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -864726.437500 Penalty: 2877.208984
	Iteration 39Q: 3 clusters Score -864726.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -864730.625000 Penalty: 2877.208984
	Iteration 40F: 3 clusters Score -864730.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -864740.562500 Penalty: 2877.208984
	Iteration 41Q: 3 clusters Score -864740.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -864746.250000 Penalty: 2877.208984
	Iteration 42Q: 3 clusters Score -864746.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -864754.687500 Penalty: 2877.208984
	Iteration 43Q: 3 clusters Score -864754.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -864762.812500 Penalty: 2877.208984
	Iteration 44Q: 3 clusters Score -864762.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -864769.437500 Penalty: 2877.208984
	Iteration 45Q: 3 clusters Score -864769.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -864779.812500 Penalty: 2877.208984
	Iteration 46Q: 3 clusters Score -864779.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -864797.375000 Penalty: 2877.208984
	Iteration 47Q: 3 clusters Score -864797.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -864818.500000 Penalty: 2877.208984
	Iteration 48Q: 3 clusters Score -864818.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -864837.000000 Penalty: 2877.208984
	Iteration 49Q: 3 clusters Score -864837 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -864863.375000 Penalty: 2877.208984
	Iteration 50Q: 3 clusters Score -864863.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -864892.562500 Penalty: 2877.208984
	Iteration 51Q: 3 clusters Score -864892.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -864916.750000 Penalty: 2877.208984
	Iteration 52Q: 3 clusters Score -864916.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -864935.625000 Penalty: 2877.208984
	Iteration 53Q: 3 clusters Score -864935.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -864948.125000 Penalty: 2877.208984
	Iteration 54Q: 3 clusters Score -864948.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -864958.625000 Penalty: 2877.208984
	Iteration 55Q: 3 clusters Score -864958.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -864968.625000 Penalty: 2877.208984
	Iteration 56Q: 3 clusters Score -864968.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -864982.375000 Penalty: 2877.208984
	Iteration 57Q: 3 clusters Score -864982.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -864995.125000 Penalty: 2877.208984
	Iteration 58Q: 3 clusters Score -864995.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -865011.250000 Penalty: 2877.208984
	Iteration 59Q: 3 clusters Score -865011.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -865033.437500 Penalty: 2877.208984
	Iteration 60F: 3 clusters Score -865033.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -865061.500000 Penalty: 2877.208984
	Iteration 61Q: 3 clusters Score -865061.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -865092.687500 Penalty: 2877.208984
	Iteration 62Q: 3 clusters Score -865092.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -865118.437500 Penalty: 2877.208984
	Iteration 63Q: 3 clusters Score -865118.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -865142.375000 Penalty: 2877.208984
	Iteration 64Q: 3 clusters Score -865142.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -865171.250000 Penalty: 2877.208984
	Iteration 65Q: 3 clusters Score -865171.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -865207.437500 Penalty: 2877.208984
	Iteration 66Q: 3 clusters Score -865207.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -865252.437500 Penalty: 2877.208984
	Iteration 67Q: 3 clusters Score -865252.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -865300.875000 Penalty: 2877.208984
	Iteration 68Q: 3 clusters Score -865300.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -865350.125000 Penalty: 2877.208984
	Iteration 69Q: 3 clusters Score -865350.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -865417.687500 Penalty: 2877.208984
	Iteration 70Q: 3 clusters Score -865417.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -865473.500000 Penalty: 2877.208984
	Iteration 71Q: 3 clusters Score -865473.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -865525.062500 Penalty: 2877.208984
	Iteration 72Q: 3 clusters Score -865525.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -865586.812500 Penalty: 2877.208984
	Iteration 73Q: 3 clusters Score -865586.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -865643.562500 Penalty: 2877.208984
	Iteration 74Q: 3 clusters Score -865643.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -865703.937500 Penalty: 2877.208984
	Iteration 75Q: 3 clusters Score -865703.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -865757.500000 Penalty: 2877.208984
	Iteration 76Q: 3 clusters Score -865757.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -865803.125000 Penalty: 2877.208984
	Iteration 77Q: 3 clusters Score -865803.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -865842.875000 Penalty: 2877.208984
	Iteration 78Q: 3 clusters Score -865842.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -865893.562500 Penalty: 2877.208984
	Iteration 79Q: 3 clusters Score -865893.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -865956.812500 Penalty: 2877.208984
	Iteration 80F: 3 clusters Score -865956.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -866012.625000 Penalty: 2877.208984
	Iteration 81Q: 3 clusters Score -866012.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -866033.250000 Penalty: 2877.208984
	Iteration 82Q: 3 clusters Score -866033.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -866040.500000 Penalty: 2877.208984
	Iteration 83Q: 3 clusters Score -866040.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -866048.625000 Penalty: 2877.208984
	Iteration 84Q: 3 clusters Score -866048.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -866051.250000 Penalty: 2877.208984
	Iteration 85Q: 3 clusters Score -866051.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -866051.875000 Penalty: 2877.208984
	Iteration 86Q: 3 clusters Score -866051.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -866055.187500 Penalty: 2877.208984
	Iteration 87Q: 3 clusters Score -866055.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -866055.875000 Penalty: 2877.208984
	Iteration 88Q: 3 clusters Score -866055.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -866056.250000 Penalty: 2877.208984
	Iteration 89Q: 3 clusters Score -866056.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -866058.375000 Penalty: 2877.208984
	Iteration 90Q: 3 clusters Score -866058.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -866059.625000 Penalty: 2877.208984
	Iteration 91Q: 3 clusters Score -866059.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -866060.187500 Penalty: 2877.208984
	Iteration 92Q: 3 clusters Score -866060.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -866061.125000 Penalty: 2877.208984
	Iteration 93Q: 3 clusters Score -866061.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -866061.562500 Penalty: 2877.208984
	Iteration 94Q: 3 clusters Score -866061.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -866062.312500 Penalty: 2877.208984
	Iteration 95Q: 3 clusters Score -866062.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -866062.312500 Penalty: 2877.208984
	Iteration 96F: 3 clusters Score -866062.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105096 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58421 members 
Mstep: Class 6 contains 26120 members 
Mstep: Class 7 contains 10228 members 
Mstep: Class 8 contains 95905 members 
Mstep: Class 9 contains 98763 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66232 members 
Mstep: Class 14 contains 35219 members 
Mstep: Class 15 contains 105374 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14072 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96603 members 
Mstep: Class 24 contains 69415 members 
Mstep: Class 25 contains 32081 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 4786 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6642 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Mstep: Class 41 contains 2209 members 
Entering Unmasked Estep 
Score: -111787952.000000 Penalty: 91479.007812
Splitting cluster 29 changes total score from -111788488.000000 to -111787952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Entering Unmasked Estep 
Score: -149825.593750 Penalty: 1177.997437
	Iteration 0F: 2 clusters Score -149825.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -148145.578125 Penalty: 2355.994873
	Iteration 0F: 3 clusters Score -148145.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -148669.531250 Penalty: 2355.994873
	Iteration 1F: 3 clusters Score -148669.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -149001.515625 Penalty: 2355.994873
	Iteration 2F: 3 clusters Score -149001.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -149289.484375 Penalty: 2355.994873
	Iteration 3F: 3 clusters Score -149289.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -149506.953125 Penalty: 2355.994873
	Iteration 4F: 3 clusters Score -149507 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -149590.875000 Penalty: 2355.994873
	Iteration 5Q: 3 clusters Score -149590.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -149650.828125 Penalty: 2355.994873
	Iteration 6Q: 3 clusters Score -149650.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -149682.531250 Penalty: 2355.994873
	Iteration 7Q: 3 clusters Score -149682.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -149696.796875 Penalty: 2355.994873
	Iteration 8Q: 3 clusters Score -149696.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -149704.078125 Penalty: 2355.994873
	Iteration 9Q: 3 clusters Score -149704.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -149708.109375 Penalty: 2355.994873
	Iteration 10Q: 3 clusters Score -149708.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -149709.140625 Penalty: 2355.994873
	Iteration 11Q: 3 clusters Score -149709.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -149709.140625 Penalty: 2355.994873
	Iteration 12F: 3 clusters Score -149709.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Entering Unmasked Estep 
Score: -1159777.125000 Penalty: 1484.730225
	Iteration 0F: 2 clusters Score -1159777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1153135.000000 Penalty: 2969.460449
	Iteration 0F: 3 clusters Score -1153135 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1155398.125000 Penalty: 2969.460449
	Iteration 1F: 3 clusters Score -1155398 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1155741.000000 Penalty: 2969.460449
	Iteration 2F: 3 clusters Score -1155741 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1155970.250000 Penalty: 2969.460449
	Iteration 3F: 3 clusters Score -1155970 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1156143.125000 Penalty: 2969.460449
	Iteration 4Q: 3 clusters Score -1156143 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1156315.625000 Penalty: 2969.460449
	Iteration 5Q: 3 clusters Score -1156316 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1156491.125000 Penalty: 2969.460449
	Iteration 6Q: 3 clusters Score -1156491 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1156719.250000 Penalty: 2969.460449
	Iteration 7Q: 3 clusters Score -1156719 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1157000.625000 Penalty: 2969.460449
	Iteration 8Q: 3 clusters Score -1157001 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1157366.500000 Penalty: 2969.460449
	Iteration 9F: 3 clusters Score -1157366 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1157759.000000 Penalty: 2969.460449
	Iteration 10F: 3 clusters Score -1157759 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1158118.750000 Penalty: 2969.460449
	Iteration 11Q: 3 clusters Score -1158119 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1158424.250000 Penalty: 2969.460449
	Iteration 12Q: 3 clusters Score -1158424 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1158651.250000 Penalty: 2969.460449
	Iteration 13Q: 3 clusters Score -1158651 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1158798.500000 Penalty: 2969.460449
	Iteration 14Q: 3 clusters Score -1158798 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1158874.875000 Penalty: 2969.460449
	Iteration 15Q: 3 clusters Score -1158875 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1158918.250000 Penalty: 2969.460449
	Iteration 16Q: 3 clusters Score -1158918 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1158946.250000 Penalty: 2969.460449
	Iteration 17Q: 3 clusters Score -1158946 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1158964.875000 Penalty: 2969.460449
	Iteration 18Q: 3 clusters Score -1158965 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1158977.625000 Penalty: 2969.460449
	Iteration 19Q: 3 clusters Score -1158978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1158987.500000 Penalty: 2969.460449
	Iteration 20F: 3 clusters Score -1158988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1158996.750000 Penalty: 2969.460449
	Iteration 21Q: 3 clusters Score -1158997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1159005.000000 Penalty: 2969.460449
	Iteration 22Q: 3 clusters Score -1159005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1159012.125000 Penalty: 2969.460449
	Iteration 23Q: 3 clusters Score -1159012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1159015.000000 Penalty: 2969.460449
	Iteration 24Q: 3 clusters Score -1159015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1159017.875000 Penalty: 2969.460449
	Iteration 25Q: 3 clusters Score -1159018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1159018.625000 Penalty: 2969.460449
	Iteration 26Q: 3 clusters Score -1159019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1159018.625000 Penalty: 2969.460449
	Iteration 27F: 3 clusters Score -1159019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -12430.036133 Penalty: 959.177917
	Iteration 0F: 2 clusters Score -12430.04 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 189 members 
Entering Unmasked Estep 
Score: -11694.424805 Penalty: 1918.355835
	Iteration 0F: 3 clusters Score -11694.42 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -12249.157227 Penalty: 1918.355835
	Iteration 1F: 3 clusters Score -12249.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -12429.246094 Penalty: 1918.355835
	Iteration 2F: 3 clusters Score -12429.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -12479.218750 Penalty: 1918.355835
	Iteration 3Q: 3 clusters Score -12479.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -12534.673828 Penalty: 1918.355835
	Iteration 4Q: 3 clusters Score -12534.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -12599.072266 Penalty: 1918.355835
	Iteration 5Q: 3 clusters Score -12599.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -12654.489258 Penalty: 1918.355835
	Iteration 6Q: 3 clusters Score -12654.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -12654.489258 Penalty: 1918.355835
	Iteration 7F: 3 clusters Score -12654.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105096 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58421 members 
Mstep: Class 6 contains 26120 members 
Mstep: Class 7 contains 10228 members 
Mstep: Class 8 contains 95905 members 
Mstep: Class 9 contains 98763 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66232 members 
Mstep: Class 14 contains 35219 members 
Mstep: Class 15 contains 105374 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14072 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96603 members 
Mstep: Class 24 contains 69415 members 
Mstep: Class 25 contains 32081 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6642 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Mstep: Class 41 contains 238 members 
Entering Unmasked Estep 
Score: -111787392.000000 Penalty: 91479.007812
Splitting cluster 32 changes total score from -111788488.000000 to -111787392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (3109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Entering Unmasked Estep 
Score: -377049.375000 Penalty: 1306.834106
	Iteration 0F: 2 clusters Score -377049.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -374280.937500 Penalty: 2613.668213
	Iteration 0F: 3 clusters Score -374280.9 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -374992.812500 Penalty: 2613.668213
	Iteration 1F: 3 clusters Score -374992.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -375258.843750 Penalty: 2613.668213
	Iteration 2F: 3 clusters Score -375258.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -375503.406250 Penalty: 2613.668213
	Iteration 3F: 3 clusters Score -375503.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -375664.531250 Penalty: 2613.668213
	Iteration 4F: 3 clusters Score -375664.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -375786.156250 Penalty: 2613.668213
	Iteration 5F: 3 clusters Score -375786.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -375872.031250 Penalty: 2613.668213
	Iteration 6Q: 3 clusters Score -375872 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -375962.187500 Penalty: 2613.668213
	Iteration 7Q: 3 clusters Score -375962.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -376080.312500 Penalty: 2613.668213
	Iteration 8Q: 3 clusters Score -376080.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -376178.500000 Penalty: 2613.668213
	Iteration 9Q: 3 clusters Score -376178.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -376254.968750 Penalty: 2613.668213
	Iteration 10Q: 3 clusters Score -376255 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -376334.937500 Penalty: 2613.668213
	Iteration 11Q: 3 clusters Score -376334.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -376387.156250 Penalty: 2613.668213
	Iteration 12Q: 3 clusters Score -376387.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -376432.781250 Penalty: 2613.668213
	Iteration 13Q: 3 clusters Score -376432.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -376466.843750 Penalty: 2613.668213
	Iteration 14Q: 3 clusters Score -376466.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -376482.656250 Penalty: 2613.668213
	Iteration 15Q: 3 clusters Score -376482.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -376491.687500 Penalty: 2613.668213
	Iteration 16Q: 3 clusters Score -376491.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -376500.312500 Penalty: 2613.668213
	Iteration 17Q: 3 clusters Score -376500.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -376504.500000 Penalty: 2613.668213
	Iteration 18Q: 3 clusters Score -376504.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -376505.375000 Penalty: 2613.668213
	Iteration 19Q: 3 clusters Score -376505.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -376506.718750 Penalty: 2613.668213
	Iteration 20F: 3 clusters Score -376506.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -376507.750000 Penalty: 2613.668213
	Iteration 21Q: 3 clusters Score -376507.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -376507.718750 Penalty: 2613.668213
	Iteration 22Q: 3 clusters Score -376507.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -376507.875000 Penalty: 2613.668213
	Iteration 23Q: 3 clusters Score -376507.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -376507.875000 Penalty: 2613.668213
	Iteration 24F: 3 clusters Score -376507.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -40201.996094 Penalty: 989.469849
	Iteration 0F: 2 clusters Score -40202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -39301.359375 Penalty: 1978.939697
	Iteration 0F: 3 clusters Score -39301.36 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39518.175781 Penalty: 1978.939697
	Iteration 1F: 3 clusters Score -39518.18 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39622.218750 Penalty: 1978.939697
	Iteration 2F: 3 clusters Score -39622.22 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -39725.472656 Penalty: 1978.939697
	Iteration 3F: 3 clusters Score -39725.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -39787.683594 Penalty: 1978.939697
	Iteration 4Q: 3 clusters Score -39787.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -39821.820312 Penalty: 1978.939697
	Iteration 5Q: 3 clusters Score -39821.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -39827.289062 Penalty: 1978.939697
	Iteration 6Q: 3 clusters Score -39827.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -39830.855469 Penalty: 1978.939697
	Iteration 7Q: 3 clusters Score -39830.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -39830.855469 Penalty: 1978.939697
	Iteration 8F: 3 clusters Score -39830.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Entering Unmasked Estep 
Score: -778363.937500 Penalty: 1430.189819
	Iteration 0F: 2 clusters Score -778363.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -773334.437500 Penalty: 2860.379639
	Iteration 0F: 3 clusters Score -773334.4 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -774905.500000 Penalty: 2860.379639
	Iteration 1F: 3 clusters Score -774905.5 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -775278.687500 Penalty: 2860.379639
	Iteration 2F: 3 clusters Score -775278.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -775580.562500 Penalty: 2860.379639
	Iteration 3F: 3 clusters Score -775580.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -775957.250000 Penalty: 2860.379639
	Iteration 4F: 3 clusters Score -775957.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -776498.000000 Penalty: 2860.379639
	Iteration 5F: 3 clusters Score -776498 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -777031.875000 Penalty: 2860.379639
	Iteration 6F: 3 clusters Score -777031.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -777477.812500 Penalty: 2860.379639
	Iteration 7F: 3 clusters Score -777477.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -777807.312500 Penalty: 2860.379639
	Iteration 8F: 3 clusters Score -777807.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -778070.062500 Penalty: 2860.379639
	Iteration 9Q: 3 clusters Score -778070.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -778274.750000 Penalty: 2860.379639
	Iteration 10Q: 3 clusters Score -778274.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -778423.812500 Penalty: 2860.379639
	Iteration 11Q: 3 clusters Score -778423.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -778582.437500 Penalty: 2860.379639
	Iteration 12Q: 3 clusters Score -778582.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -778692.000000 Penalty: 2860.379639
	Iteration 13Q: 3 clusters Score -778692 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -778735.875000 Penalty: 2860.379639
	Iteration 14Q: 3 clusters Score -778735.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -778756.937500 Penalty: 2860.379639
	Iteration 15Q: 3 clusters Score -778756.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -778766.375000 Penalty: 2860.379639
	Iteration 16Q: 3 clusters Score -778766.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -778775.875000 Penalty: 2860.379639
	Iteration 17Q: 3 clusters Score -778775.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -778780.875000 Penalty: 2860.379639
	Iteration 18Q: 3 clusters Score -778780.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -778782.625000 Penalty: 2860.379639
	Iteration 19Q: 3 clusters Score -778782.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -778784.562500 Penalty: 2860.379639
	Iteration 20F: 3 clusters Score -778784.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -778787.250000 Penalty: 2860.379639
	Iteration 21Q: 3 clusters Score -778787.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -778794.437500 Penalty: 2860.379639
	Iteration 22Q: 3 clusters Score -778794.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -778805.187500 Penalty: 2860.379639
	Iteration 23Q: 3 clusters Score -778805.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -778807.312500 Penalty: 2860.379639
	Iteration 24Q: 3 clusters Score -778807.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -778811.125000 Penalty: 2860.379639
	Iteration 25Q: 3 clusters Score -778811.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -778814.375000 Penalty: 2860.379639
	Iteration 26Q: 3 clusters Score -778814.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -778816.500000 Penalty: 2860.379639
	Iteration 27Q: 3 clusters Score -778816.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -778819.125000 Penalty: 2860.379639
	Iteration 28Q: 3 clusters Score -778819.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -778820.062500 Penalty: 2860.379639
	Iteration 29Q: 3 clusters Score -778820.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -778820.062500 Penalty: 2860.379639
	Iteration 30F: 3 clusters Score -778820.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105096 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58421 members 
Mstep: Class 6 contains 26120 members 
Mstep: Class 7 contains 10228 members 
Mstep: Class 8 contains 95905 members 
Mstep: Class 9 contains 98763 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66232 members 
Mstep: Class 14 contains 35219 members 
Mstep: Class 15 contains 105374 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14072 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96603 members 
Mstep: Class 24 contains 69415 members 
Mstep: Class 25 contains 32081 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 4854 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Mstep: Class 41 contains 1788 members 
Entering Unmasked Estep 
Score: -111787936.000000 Penalty: 91479.007812
Splitting cluster 35 changes total score from -111788488.000000 to -111787936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -50896.925781 Penalty: 992.028870
	Iteration 0F: 2 clusters Score -50896.93 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 235 members 
Entering Unmasked Estep 
Score: -49922.433594 Penalty: 1984.057739
	Iteration 0F: 3 clusters Score -49922.43 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50139.511719 Penalty: 1984.057739
	Iteration 1F: 3 clusters Score -50139.51 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -50290.414062 Penalty: 1984.057739
	Iteration 2F: 3 clusters Score -50290.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -50372.550781 Penalty: 1984.057739
	Iteration 3F: 3 clusters Score -50372.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -50460.109375 Penalty: 1984.057739
	Iteration 4Q: 3 clusters Score -50460.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -50562.093750 Penalty: 1984.057739
	Iteration 5Q: 3 clusters Score -50562.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -50635.296875 Penalty: 1984.057739
	Iteration 6Q: 3 clusters Score -50635.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -50719.695312 Penalty: 1984.057739
	Iteration 7Q: 3 clusters Score -50719.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -50759.605469 Penalty: 1984.057739
	Iteration 8Q: 3 clusters Score -50759.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -50781.761719 Penalty: 1984.057739
	Iteration 9Q: 3 clusters Score -50781.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -50790.039062 Penalty: 1984.057739
	Iteration 10Q: 3 clusters Score -50790.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -50790.039062 Penalty: 1984.057739
	Iteration 11F: 3 clusters Score -50790.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Entering Unmasked Estep 
Score: -61255.585938 Penalty: 1025.656860
	Iteration 0F: 2 clusters Score -61255.59 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 288 members 
Entering Unmasked Estep 
Score: -60141.226562 Penalty: 2051.313721
	Iteration 0F: 3 clusters Score -60141.23 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60350.085938 Penalty: 2051.313721
	Iteration 1F: 3 clusters Score -60350.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -60464.093750 Penalty: 2051.313721
	Iteration 2F: 3 clusters Score -60464.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -60562.539062 Penalty: 2051.313721
	Iteration 3Q: 3 clusters Score -60562.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -60677.703125 Penalty: 2051.313721
	Iteration 4Q: 3 clusters Score -60677.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -60776.675781 Penalty: 2051.313721
	Iteration 5Q: 3 clusters Score -60776.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -60853.093750 Penalty: 2051.313721
	Iteration 6Q: 3 clusters Score -60853.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -60913.117188 Penalty: 2051.313721
	Iteration 7Q: 3 clusters Score -60913.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -60970.062500 Penalty: 2051.313721
	Iteration 8Q: 3 clusters Score -60970.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -61008.859375 Penalty: 2051.313721
	Iteration 9Q: 3 clusters Score -61008.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -61017.925781 Penalty: 2051.313721
	Iteration 10Q: 3 clusters Score -61017.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -61031.808594 Penalty: 2051.313721
	Iteration 11Q: 3 clusters Score -61031.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -61043.980469 Penalty: 2051.313721
	Iteration 12Q: 3 clusters Score -61043.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -61047.109375 Penalty: 2051.313721
	Iteration 13Q: 3 clusters Score -61047.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -61047.109375 Penalty: 2051.313721
	Iteration 14F: 3 clusters Score -61047.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -25183.906250 Penalty: 925.231506
	Iteration 0F: 2 clusters Score -25183.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24446.650391 Penalty: 1850.463013
	Iteration 0F: 3 clusters Score -24446.65 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24663.730469 Penalty: 1850.463013
	Iteration 1F: 3 clusters Score -24663.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24726.849609 Penalty: 1850.463013
	Iteration 2F: 3 clusters Score -24726.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24753.681641 Penalty: 1850.463013
	Iteration 3Q: 3 clusters Score -24753.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24801.498047 Penalty: 1850.463013
	Iteration 4Q: 3 clusters Score -24801.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -24829.259766 Penalty: 1850.463013
	Iteration 5Q: 3 clusters Score -24829.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24853.003906 Penalty: 1850.463013
	Iteration 6Q: 3 clusters Score -24853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24859.291016 Penalty: 1850.463013
	Iteration 7Q: 3 clusters Score -24859.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24864.960938 Penalty: 1850.463013
	Iteration 8Q: 3 clusters Score -24864.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24866.207031 Penalty: 1850.463013
	Iteration 9Q: 3 clusters Score -24866.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24867.804688 Penalty: 1850.463013
	Iteration 10Q: 3 clusters Score -24867.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24873.251953 Penalty: 1850.463013
	Iteration 11Q: 3 clusters Score -24873.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24875.728516 Penalty: 1850.463013
	Iteration 12Q: 3 clusters Score -24875.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24875.728516 Penalty: 1850.463013
	Iteration 13F: 3 clusters Score -24875.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -12286.672852 Penalty: 879.392456
	Iteration 0F: 2 clusters Score -12286.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11613.707031 Penalty: 1758.784912
	Iteration 0F: 3 clusters Score -11613.71 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11782.846680 Penalty: 1758.784912
	Iteration 1F: 3 clusters Score -11782.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11888.155273 Penalty: 1758.784912
	Iteration 2F: 3 clusters Score -11888.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11915.313477 Penalty: 1758.784912
	Iteration 3Q: 3 clusters Score -11915.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11930.695312 Penalty: 1758.784912
	Iteration 4Q: 3 clusters Score -11930.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11961.238281 Penalty: 1758.784912
	Iteration 5Q: 3 clusters Score -11961.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11995.318359 Penalty: 1758.784912
	Iteration 6Q: 3 clusters Score -11995.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11995.318359 Penalty: 1758.784912
	Iteration 7F: 3 clusters Score -11995.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Entering Unmasked Estep 
Score: -678683.312500 Penalty: 1399.295288
	Iteration 0F: 2 clusters Score -678683.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -674329.375000 Penalty: 2798.590576
	Iteration 0F: 3 clusters Score -674329.4 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -675584.750000 Penalty: 2798.590576
	Iteration 1F: 3 clusters Score -675584.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -675768.437500 Penalty: 2798.590576
	Iteration 2F: 3 clusters Score -675768.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -675911.437500 Penalty: 2798.590576
	Iteration 3F: 3 clusters Score -675911.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -676041.937500 Penalty: 2798.590576
	Iteration 4Q: 3 clusters Score -676041.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -676177.062500 Penalty: 2798.590576
	Iteration 5Q: 3 clusters Score -676177.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -676321.000000 Penalty: 2798.590576
	Iteration 6Q: 3 clusters Score -676321 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -676501.375000 Penalty: 2798.590576
	Iteration 7Q: 3 clusters Score -676501.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -676647.312500 Penalty: 2798.590576
	Iteration 8Q: 3 clusters Score -676647.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -676822.062500 Penalty: 2798.590576
	Iteration 9Q: 3 clusters Score -676822.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -677004.750000 Penalty: 2798.590576
	Iteration 10Q: 3 clusters Score -677004.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -677174.750000 Penalty: 2798.590576
	Iteration 11Q: 3 clusters Score -677174.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -677292.750000 Penalty: 2798.590576
	Iteration 12Q: 3 clusters Score -677292.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -677368.062500 Penalty: 2798.590576
	Iteration 13Q: 3 clusters Score -677368.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -677435.625000 Penalty: 2798.590576
	Iteration 14Q: 3 clusters Score -677435.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -677477.250000 Penalty: 2798.590576
	Iteration 15Q: 3 clusters Score -677477.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -677506.875000 Penalty: 2798.590576
	Iteration 16Q: 3 clusters Score -677506.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -677522.562500 Penalty: 2798.590576
	Iteration 17Q: 3 clusters Score -677522.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -677531.187500 Penalty: 2798.590576
	Iteration 18Q: 3 clusters Score -677531.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -677541.312500 Penalty: 2798.590576
	Iteration 19Q: 3 clusters Score -677541.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -677544.562500 Penalty: 2798.590576
	Iteration 20F: 3 clusters Score -677544.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -677552.750000 Penalty: 2798.590576
	Iteration 21Q: 3 clusters Score -677552.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -677558.625000 Penalty: 2798.590576
	Iteration 22Q: 3 clusters Score -677558.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -677561.687500 Penalty: 2798.590576
	Iteration 23Q: 3 clusters Score -677561.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -677561.687500 Penalty: 2798.590576
	Iteration 24Q: 3 clusters Score -677561.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -677563.750000 Penalty: 2798.590576
	Iteration 25Q: 3 clusters Score -677563.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -677567.750000 Penalty: 2798.590576
	Iteration 26Q: 3 clusters Score -677567.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -677572.437500 Penalty: 2798.590576
	Iteration 27Q: 3 clusters Score -677572.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -677574.187500 Penalty: 2798.590576
	Iteration 28Q: 3 clusters Score -677574.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -677580.125000 Penalty: 2798.590576
	Iteration 29Q: 3 clusters Score -677580.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -677580.937500 Penalty: 2798.590576
	Iteration 30Q: 3 clusters Score -677580.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -677581.375000 Penalty: 2798.590576
	Iteration 31Q: 3 clusters Score -677581.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -677581.375000 Penalty: 2798.590576
	Iteration 32F: 3 clusters Score -677581.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105096 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58421 members 
Mstep: Class 6 contains 26120 members 
Mstep: Class 7 contains 10228 members 
Mstep: Class 8 contains 95905 members 
Mstep: Class 9 contains 98763 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66232 members 
Mstep: Class 14 contains 35219 members 
Mstep: Class 15 contains 105374 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14072 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96603 members 
Mstep: Class 24 contains 69415 members 
Mstep: Class 25 contains 32081 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6642 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788496.000000 Penalty: 89247.812500
Iteration 359Q: 41 clusters Score -1.117885e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105094 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58419 members 
Mstep: Class 6 contains 26121 members 
Mstep: Class 7 contains 10227 members 
Mstep: Class 8 contains 95905 members 
Mstep: Class 9 contains 98764 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66232 members 
Mstep: Class 14 contains 35219 members 
Mstep: Class 15 contains 105375 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14071 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96605 members 
Mstep: Class 24 contains 69417 members 
Mstep: Class 25 contains 32080 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6642 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788520.000000 Penalty: 89247.812500
Iteration 360F: 41 clusters Score -1.117885e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105093 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58420 members 
Mstep: Class 6 contains 26121 members 
Mstep: Class 7 contains 10227 members 
Mstep: Class 8 contains 95906 members 
Mstep: Class 9 contains 98764 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66232 members 
Mstep: Class 14 contains 35218 members 
Mstep: Class 15 contains 105374 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14070 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96605 members 
Mstep: Class 24 contains 69419 members 
Mstep: Class 25 contains 32080 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6642 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788520.000000 Penalty: 89247.812500
Iteration 361Q: 41 clusters Score -1.117885e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105093 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58421 members 
Mstep: Class 6 contains 26121 members 
Mstep: Class 7 contains 10227 members 
Mstep: Class 8 contains 95907 members 
Mstep: Class 9 contains 98763 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66232 members 
Mstep: Class 14 contains 35218 members 
Mstep: Class 15 contains 105373 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9725 members 
Mstep: Class 19 contains 14070 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96604 members 
Mstep: Class 24 contains 69422 members 
Mstep: Class 25 contains 32080 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6641 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788496.000000 Penalty: 89247.812500
Iteration 362Q: 41 clusters Score -1.117885e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105092 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58421 members 
Mstep: Class 6 contains 26121 members 
Mstep: Class 7 contains 10227 members 
Mstep: Class 8 contains 95907 members 
Mstep: Class 9 contains 98765 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66232 members 
Mstep: Class 14 contains 35218 members 
Mstep: Class 15 contains 105372 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14070 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96604 members 
Mstep: Class 24 contains 69422 members 
Mstep: Class 25 contains 32080 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6640 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788488.000000 Penalty: 89247.812500
Iteration 363Q: 41 clusters Score -1.117885e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105093 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58422 members 
Mstep: Class 6 contains 26121 members 
Mstep: Class 7 contains 10227 members 
Mstep: Class 8 contains 95907 members 
Mstep: Class 9 contains 98764 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66232 members 
Mstep: Class 14 contains 35218 members 
Mstep: Class 15 contains 105370 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14070 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96604 members 
Mstep: Class 24 contains 69424 members 
Mstep: Class 25 contains 32080 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6639 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788496.000000 Penalty: 89247.812500
Iteration 364Q: 41 clusters Score -1.117885e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105093 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58422 members 
Mstep: Class 6 contains 26122 members 
Mstep: Class 7 contains 10228 members 
Mstep: Class 8 contains 95907 members 
Mstep: Class 9 contains 98763 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66232 members 
Mstep: Class 14 contains 35218 members 
Mstep: Class 15 contains 105370 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14070 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96604 members 
Mstep: Class 24 contains 69425 members 
Mstep: Class 25 contains 32080 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6637 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788536.000000 Penalty: 89247.812500
Iteration 365Q: 41 clusters Score -1.117885e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105093 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58423 members 
Mstep: Class 6 contains 26123 members 
Mstep: Class 7 contains 10229 members 
Mstep: Class 8 contains 95907 members 
Mstep: Class 9 contains 98763 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66232 members 
Mstep: Class 14 contains 35217 members 
Mstep: Class 15 contains 105370 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14070 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96604 members 
Mstep: Class 24 contains 69425 members 
Mstep: Class 25 contains 32080 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6635 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788512.000000 Penalty: 89247.812500
Iteration 366Q: 41 clusters Score -1.117885e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105093 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58424 members 
Mstep: Class 6 contains 26123 members 
Mstep: Class 7 contains 10231 members 
Mstep: Class 8 contains 95907 members 
Mstep: Class 9 contains 98763 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66232 members 
Mstep: Class 14 contains 35216 members 
Mstep: Class 15 contains 105371 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14070 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96604 members 
Mstep: Class 24 contains 69425 members 
Mstep: Class 25 contains 32079 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6633 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788560.000000 Penalty: 89247.812500
Iteration 367Q: 41 clusters Score -1.117886e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105093 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58424 members 
Mstep: Class 6 contains 26123 members 
Mstep: Class 7 contains 10231 members 
Mstep: Class 8 contains 95908 members 
Mstep: Class 9 contains 98763 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66232 members 
Mstep: Class 14 contains 35216 members 
Mstep: Class 15 contains 105372 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14070 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96604 members 
Mstep: Class 24 contains 69425 members 
Mstep: Class 25 contains 32078 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6632 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788576.000000 Penalty: 89247.812500
Iteration 368Q: 41 clusters Score -1.117886e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105093 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58425 members 
Mstep: Class 6 contains 26123 members 
Mstep: Class 7 contains 10231 members 
Mstep: Class 8 contains 95905 members 
Mstep: Class 9 contains 98763 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66232 members 
Mstep: Class 14 contains 35216 members 
Mstep: Class 15 contains 105371 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14070 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96607 members 
Mstep: Class 24 contains 69425 members 
Mstep: Class 25 contains 32078 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6632 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788576.000000 Penalty: 89247.812500
Iteration 369Q: 41 clusters Score -1.117886e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105093 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58425 members 
Mstep: Class 6 contains 26123 members 
Mstep: Class 7 contains 10231 members 
Mstep: Class 8 contains 95904 members 
Mstep: Class 9 contains 98763 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66233 members 
Mstep: Class 14 contains 35216 members 
Mstep: Class 15 contains 105372 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14070 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96606 members 
Mstep: Class 24 contains 69425 members 
Mstep: Class 25 contains 32078 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6632 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788608.000000 Penalty: 89247.812500
Iteration 370Q: 41 clusters Score -1.117886e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105093 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58425 members 
Mstep: Class 6 contains 26123 members 
Mstep: Class 7 contains 10231 members 
Mstep: Class 8 contains 95904 members 
Mstep: Class 9 contains 98763 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66233 members 
Mstep: Class 14 contains 35216 members 
Mstep: Class 15 contains 105372 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14070 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96605 members 
Mstep: Class 24 contains 69425 members 
Mstep: Class 25 contains 32079 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6632 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788608.000000 Penalty: 89247.812500
Iteration 371Q: 41 clusters Score -1.117886e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105093 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58425 members 
Mstep: Class 6 contains 26123 members 
Mstep: Class 7 contains 10231 members 
Mstep: Class 8 contains 95904 members 
Mstep: Class 9 contains 98763 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66233 members 
Mstep: Class 14 contains 35216 members 
Mstep: Class 15 contains 105372 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14070 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96605 members 
Mstep: Class 24 contains 69425 members 
Mstep: Class 25 contains 32079 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6632 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788608.000000 Penalty: 89247.812500
Iteration 372F: 41 clusters Score -1.117886e+08 nChanged 0
Entering ConstructFrom: 
Score: -111788608.000000 Penalty: 89247.812500
Entering ConstructFrom: 
Trying to split cluster 1 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -37599.222656 Penalty: 969.081604
	Iteration 0F: 2 clusters Score -37599.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36711.164062 Penalty: 1938.163208
	Iteration 0F: 3 clusters Score -36711.16 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -36930.230469 Penalty: 1938.163208
	Iteration 1F: 3 clusters Score -36930.23 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -37029.707031 Penalty: 1938.163208
	Iteration 2F: 3 clusters Score -37029.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -37061.078125 Penalty: 1938.163208
	Iteration 3F: 3 clusters Score -37061.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -37078.562500 Penalty: 1938.163208
	Iteration 4Q: 3 clusters Score -37078.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -37091.253906 Penalty: 1938.163208
	Iteration 5Q: 3 clusters Score -37091.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -37100.363281 Penalty: 1938.163208
	Iteration 6Q: 3 clusters Score -37100.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -37100.363281 Penalty: 1938.163208
	Iteration 7F: 3 clusters Score -37100.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (105093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105093 members 
Entering Unmasked Estep 
Score: -13156318.000000 Penalty: 1878.922729
	Iteration 0F: 2 clusters Score -1.315632e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52516 members 
Mstep: Class 2 contains 52577 members 
Entering Unmasked Estep 
Score: -13089240.000000 Penalty: 3757.845459
	Iteration 0F: 3 clusters Score -1.308924e+07 nChanged 50234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53176 members 
Mstep: Class 2 contains 51917 members 
Entering Unmasked Estep 
Score: -13119224.000000 Penalty: 3757.845459
	Iteration 1F: 3 clusters Score -1.311922e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53656 members 
Mstep: Class 2 contains 51437 members 
Entering Unmasked Estep 
Score: -13120725.000000 Penalty: 3757.845459
	Iteration 2Q: 3 clusters Score -1.312072e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54476 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -13122744.000000 Penalty: 3757.845459
	Iteration 3Q: 3 clusters Score -1.312274e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55619 members 
Mstep: Class 2 contains 49474 members 
Entering Unmasked Estep 
Score: -13125995.000000 Penalty: 3757.845459
	Iteration 4F: 3 clusters Score -1.3126e+07 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57070 members 
Mstep: Class 2 contains 48023 members 
Entering Unmasked Estep 
Score: -13130705.000000 Penalty: 3757.845459
	Iteration 5F: 3 clusters Score -1.31307e+07 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58437 members 
Mstep: Class 2 contains 46656 members 
Entering Unmasked Estep 
Score: -13136246.000000 Penalty: 3757.845459
	Iteration 6F: 3 clusters Score -1.313625e+07 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -13141484.000000 Penalty: 3757.845459
	Iteration 7F: 3 clusters Score -1.314148e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -13144268.000000 Penalty: 3757.845459
	Iteration 8F: 3 clusters Score -1.314427e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59816 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -13145305.000000 Penalty: 3757.845459
	Iteration 9Q: 3 clusters Score -1.31453e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59639 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -13145844.000000 Penalty: 3757.845459
	Iteration 10Q: 3 clusters Score -1.314584e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59358 members 
Mstep: Class 2 contains 45735 members 
Entering Unmasked Estep 
Score: -13146072.000000 Penalty: 3757.845459
	Iteration 11Q: 3 clusters Score -1.314607e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59011 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -13146424.000000 Penalty: 3757.845459
	Iteration 12Q: 3 clusters Score -1.314642e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -13146696.000000 Penalty: 3757.845459
	Iteration 13Q: 3 clusters Score -1.31467e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58272 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -13146991.000000 Penalty: 3757.845459
	Iteration 14Q: 3 clusters Score -1.314699e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57811 members 
Mstep: Class 2 contains 47282 members 
Entering Unmasked Estep 
Score: -13147251.000000 Penalty: 3757.845459
	Iteration 15Q: 3 clusters Score -1.314725e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57295 members 
Mstep: Class 2 contains 47798 members 
Entering Unmasked Estep 
Score: -13147383.000000 Penalty: 3757.845459
	Iteration 16Q: 3 clusters Score -1.314738e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56729 members 
Mstep: Class 2 contains 48364 members 
Entering Unmasked Estep 
Score: -13147626.000000 Penalty: 3757.845459
	Iteration 17Q: 3 clusters Score -1.314763e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56143 members 
Mstep: Class 2 contains 48950 members 
Entering Unmasked Estep 
Score: -13147737.000000 Penalty: 3757.845459
	Iteration 18Q: 3 clusters Score -1.314774e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55513 members 
Mstep: Class 2 contains 49580 members 
Entering Unmasked Estep 
Score: -13147788.000000 Penalty: 3757.845459
	Iteration 19Q: 3 clusters Score -1.314779e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54956 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -13147814.000000 Penalty: 3757.845459
	Iteration 20F: 3 clusters Score -1.314781e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54418 members 
Mstep: Class 2 contains 50675 members 
Entering Unmasked Estep 
Score: -13147888.000000 Penalty: 3757.845459
	Iteration 21Q: 3 clusters Score -1.314789e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53895 members 
Mstep: Class 2 contains 51198 members 
Entering Unmasked Estep 
Score: -13147942.000000 Penalty: 3757.845459
	Iteration 22Q: 3 clusters Score -1.314794e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53462 members 
Mstep: Class 2 contains 51631 members 
Entering Unmasked Estep 
Score: -13147985.000000 Penalty: 3757.845459
	Iteration 23Q: 3 clusters Score -1.314798e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53036 members 
Mstep: Class 2 contains 52057 members 
Entering Unmasked Estep 
Score: -13148019.000000 Penalty: 3757.845459
	Iteration 24Q: 3 clusters Score -1.314802e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52683 members 
Mstep: Class 2 contains 52410 members 
Entering Unmasked Estep 
Score: -13148087.000000 Penalty: 3757.845459
	Iteration 25Q: 3 clusters Score -1.314809e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52363 members 
Mstep: Class 2 contains 52730 members 
Entering Unmasked Estep 
Score: -13148087.000000 Penalty: 3757.845459
	Iteration 26Q: 3 clusters Score -1.314809e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52056 members 
Mstep: Class 2 contains 53037 members 
Entering Unmasked Estep 
Score: -13148133.000000 Penalty: 3757.845459
	Iteration 27Q: 3 clusters Score -1.314813e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 53355 members 
Entering Unmasked Estep 
Score: -13148102.000000 Penalty: 3757.845459
	Iteration 28Q: 3 clusters Score -1.31481e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51448 members 
Mstep: Class 2 contains 53645 members 
Entering Unmasked Estep 
Score: -13148150.000000 Penalty: 3757.845459
	Iteration 29Q: 3 clusters Score -1.314815e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 53899 members 
Entering Unmasked Estep 
Score: -13148185.000000 Penalty: 3757.845459
	Iteration 30Q: 3 clusters Score -1.314818e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50964 members 
Mstep: Class 2 contains 54129 members 
Entering Unmasked Estep 
Score: -13148228.000000 Penalty: 3757.845459
	Iteration 31Q: 3 clusters Score -1.314823e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 54345 members 
Entering Unmasked Estep 
Score: -13148254.000000 Penalty: 3757.845459
	Iteration 32Q: 3 clusters Score -1.314825e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50563 members 
Mstep: Class 2 contains 54530 members 
Entering Unmasked Estep 
Score: -13148231.000000 Penalty: 3757.845459
	Iteration 33Q: 3 clusters Score -1.314823e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50404 members 
Mstep: Class 2 contains 54689 members 
Entering Unmasked Estep 
Score: -13148202.000000 Penalty: 3757.845459
	Iteration 34Q: 3 clusters Score -1.31482e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50260 members 
Mstep: Class 2 contains 54833 members 
Entering Unmasked Estep 
Score: -13148254.000000 Penalty: 3757.845459
	Iteration 35Q: 3 clusters Score -1.314825e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50109 members 
Mstep: Class 2 contains 54984 members 
Entering Unmasked Estep 
Score: -13148287.000000 Penalty: 3757.845459
	Iteration 36Q: 3 clusters Score -1.314829e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49971 members 
Mstep: Class 2 contains 55122 members 
Entering Unmasked Estep 
Score: -13148273.000000 Penalty: 3757.845459
	Iteration 37Q: 3 clusters Score -1.314827e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49889 members 
Mstep: Class 2 contains 55204 members 
Entering Unmasked Estep 
Score: -13148283.000000 Penalty: 3757.845459
	Iteration 38Q: 3 clusters Score -1.314828e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 55268 members 
Entering Unmasked Estep 
Score: -13148265.000000 Penalty: 3757.845459
	Iteration 39Q: 3 clusters Score -1.314826e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49780 members 
Mstep: Class 2 contains 55313 members 
Entering Unmasked Estep 
Score: -13148258.000000 Penalty: 3757.845459
	Iteration 40F: 3 clusters Score -1.314826e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49746 members 
Mstep: Class 2 contains 55347 members 
Entering Unmasked Estep 
Score: -13148253.000000 Penalty: 3757.845459
	Iteration 41Q: 3 clusters Score -1.314825e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49720 members 
Mstep: Class 2 contains 55373 members 
Entering Unmasked Estep 
Score: -13148271.000000 Penalty: 3757.845459
	Iteration 42Q: 3 clusters Score -1.314827e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49691 members 
Mstep: Class 2 contains 55402 members 
Entering Unmasked Estep 
Score: -13148268.000000 Penalty: 3757.845459
	Iteration 43Q: 3 clusters Score -1.314827e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49679 members 
Mstep: Class 2 contains 55414 members 
Entering Unmasked Estep 
Score: -13148276.000000 Penalty: 3757.845459
	Iteration 44Q: 3 clusters Score -1.314828e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49668 members 
Mstep: Class 2 contains 55425 members 
Entering Unmasked Estep 
Score: -13148283.000000 Penalty: 3757.845459
	Iteration 45Q: 3 clusters Score -1.314828e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49654 members 
Mstep: Class 2 contains 55439 members 
Entering Unmasked Estep 
Score: -13148274.000000 Penalty: 3757.845459
	Iteration 46Q: 3 clusters Score -1.314827e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 55457 members 
Entering Unmasked Estep 
Score: -13148260.000000 Penalty: 3757.845459
	Iteration 47Q: 3 clusters Score -1.314826e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49627 members 
Mstep: Class 2 contains 55466 members 
Entering Unmasked Estep 
Score: -13148264.000000 Penalty: 3757.845459
	Iteration 48Q: 3 clusters Score -1.314826e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49610 members 
Mstep: Class 2 contains 55483 members 
Entering Unmasked Estep 
Score: -13148264.000000 Penalty: 3757.845459
	Iteration 49Q: 3 clusters Score -1.314826e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49596 members 
Mstep: Class 2 contains 55497 members 
Entering Unmasked Estep 
Score: -13148254.000000 Penalty: 3757.845459
	Iteration 50Q: 3 clusters Score -1.314825e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 55528 members 
Entering Unmasked Estep 
Score: -13148247.000000 Penalty: 3757.845459
	Iteration 51Q: 3 clusters Score -1.314825e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49526 members 
Mstep: Class 2 contains 55567 members 
Entering Unmasked Estep 
Score: -13148263.000000 Penalty: 3757.845459
	Iteration 52Q: 3 clusters Score -1.314826e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 55605 members 
Entering Unmasked Estep 
Score: -13148260.000000 Penalty: 3757.845459
	Iteration 53Q: 3 clusters Score -1.314826e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 55633 members 
Entering Unmasked Estep 
Score: -13148260.000000 Penalty: 3757.845459
	Iteration 54Q: 3 clusters Score -1.314826e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 55647 members 
Entering Unmasked Estep 
Score: -13148251.000000 Penalty: 3757.845459
	Iteration 55Q: 3 clusters Score -1.314825e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 55656 members 
Entering Unmasked Estep 
Score: -13148269.000000 Penalty: 3757.845459
	Iteration 56Q: 3 clusters Score -1.314827e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 55673 members 
Entering Unmasked Estep 
Score: -13148275.000000 Penalty: 3757.845459
	Iteration 57Q: 3 clusters Score -1.314828e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 55686 members 
Entering Unmasked Estep 
Score: -13148291.000000 Penalty: 3757.845459
	Iteration 58Q: 3 clusters Score -1.314829e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49392 members 
Mstep: Class 2 contains 55701 members 
Entering Unmasked Estep 
Score: -13148291.000000 Penalty: 3757.845459
	Iteration 59Q: 3 clusters Score -1.314829e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 55723 members 
Entering Unmasked Estep 
Score: -13148284.000000 Penalty: 3757.845459
	Iteration 60F: 3 clusters Score -1.314828e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 55729 members 
Entering Unmasked Estep 
Score: -13148305.000000 Penalty: 3757.845459
	Iteration 61Q: 3 clusters Score -1.31483e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -13148288.000000 Penalty: 3757.845459
	Iteration 62Q: 3 clusters Score -1.314829e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49348 members 
Mstep: Class 2 contains 55745 members 
Entering Unmasked Estep 
Score: -13148284.000000 Penalty: 3757.845459
	Iteration 63Q: 3 clusters Score -1.314828e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 55763 members 
Entering Unmasked Estep 
Score: -13148303.000000 Penalty: 3757.845459
	Iteration 64Q: 3 clusters Score -1.31483e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49319 members 
Mstep: Class 2 contains 55774 members 
Entering Unmasked Estep 
Score: -13148279.000000 Penalty: 3757.845459
	Iteration 65Q: 3 clusters Score -1.314828e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 55773 members 
Entering Unmasked Estep 
Score: -13148284.000000 Penalty: 3757.845459
	Iteration 66Q: 3 clusters Score -1.314828e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 55773 members 
Entering Unmasked Estep 
Score: -13148279.000000 Penalty: 3757.845459
	Iteration 67Q: 3 clusters Score -1.314828e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49327 members 
Mstep: Class 2 contains 55766 members 
Entering Unmasked Estep 
Score: -13148290.000000 Penalty: 3757.845459
	Iteration 68Q: 3 clusters Score -1.314829e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 55755 members 
Entering Unmasked Estep 
Score: -13148277.000000 Penalty: 3757.845459
	Iteration 69Q: 3 clusters Score -1.314828e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 55743 members 
Entering Unmasked Estep 
Score: -13148282.000000 Penalty: 3757.845459
	Iteration 70Q: 3 clusters Score -1.314828e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49356 members 
Mstep: Class 2 contains 55737 members 
Entering Unmasked Estep 
Score: -13148292.000000 Penalty: 3757.845459
	Iteration 71Q: 3 clusters Score -1.314829e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49352 members 
Mstep: Class 2 contains 55741 members 
Entering Unmasked Estep 
Score: -13148293.000000 Penalty: 3757.845459
	Iteration 72Q: 3 clusters Score -1.314829e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 55742 members 
Entering Unmasked Estep 
Score: -13148294.000000 Penalty: 3757.845459
	Iteration 73Q: 3 clusters Score -1.314829e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49344 members 
Mstep: Class 2 contains 55749 members 
Entering Unmasked Estep 
Score: -13148288.000000 Penalty: 3757.845459
	Iteration 74Q: 3 clusters Score -1.314829e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 55754 members 
Entering Unmasked Estep 
Score: -13148284.000000 Penalty: 3757.845459
	Iteration 75Q: 3 clusters Score -1.314828e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 55765 members 
Entering Unmasked Estep 
Score: -13148280.000000 Penalty: 3757.845459
	Iteration 76Q: 3 clusters Score -1.314828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 55773 members 
Entering Unmasked Estep 
Score: -13148281.000000 Penalty: 3757.845459
	Iteration 77Q: 3 clusters Score -1.314828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49311 members 
Mstep: Class 2 contains 55782 members 
Entering Unmasked Estep 
Score: -13148276.000000 Penalty: 3757.845459
	Iteration 78Q: 3 clusters Score -1.314828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49306 members 
Mstep: Class 2 contains 55787 members 
Entering Unmasked Estep 
Score: -13148277.000000 Penalty: 3757.845459
	Iteration 79Q: 3 clusters Score -1.314828e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 55792 members 
Entering Unmasked Estep 
Score: -13148283.000000 Penalty: 3757.845459
	Iteration 80F: 3 clusters Score -1.314828e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49294 members 
Mstep: Class 2 contains 55799 members 
Entering Unmasked Estep 
Score: -13148275.000000 Penalty: 3757.845459
	Iteration 81Q: 3 clusters Score -1.314828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 55808 members 
Entering Unmasked Estep 
Score: -13148272.000000 Penalty: 3757.845459
	Iteration 82Q: 3 clusters Score -1.314827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49274 members 
Mstep: Class 2 contains 55819 members 
Entering Unmasked Estep 
Score: -13148281.000000 Penalty: 3757.845459
	Iteration 83Q: 3 clusters Score -1.314828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49266 members 
Mstep: Class 2 contains 55827 members 
Entering Unmasked Estep 
Score: -13148282.000000 Penalty: 3757.845459
	Iteration 84Q: 3 clusters Score -1.314828e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49255 members 
Mstep: Class 2 contains 55838 members 
Entering Unmasked Estep 
Score: -13148292.000000 Penalty: 3757.845459
	Iteration 85Q: 3 clusters Score -1.314829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49250 members 
Mstep: Class 2 contains 55843 members 
Entering Unmasked Estep 
Score: -13148281.000000 Penalty: 3757.845459
	Iteration 86Q: 3 clusters Score -1.314828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49244 members 
Mstep: Class 2 contains 55849 members 
Entering Unmasked Estep 
Score: -13148274.000000 Penalty: 3757.845459
	Iteration 87Q: 3 clusters Score -1.314827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49237 members 
Mstep: Class 2 contains 55856 members 
Entering Unmasked Estep 
Score: -13148265.000000 Penalty: 3757.845459
	Iteration 88Q: 3 clusters Score -1.314826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 55859 members 
Entering Unmasked Estep 
Score: -13148278.000000 Penalty: 3757.845459
	Iteration 89Q: 3 clusters Score -1.314828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49233 members 
Mstep: Class 2 contains 55860 members 
Entering Unmasked Estep 
Score: -13148278.000000 Penalty: 3757.845459
	Iteration 90Q: 3 clusters Score -1.314828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49232 members 
Mstep: Class 2 contains 55861 members 
Entering Unmasked Estep 
Score: -13148280.000000 Penalty: 3757.845459
	Iteration 91Q: 3 clusters Score -1.314828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 55864 members 
Entering Unmasked Estep 
Score: -13148277.000000 Penalty: 3757.845459
	Iteration 92Q: 3 clusters Score -1.314828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49227 members 
Mstep: Class 2 contains 55866 members 
Entering Unmasked Estep 
Score: -13148276.000000 Penalty: 3757.845459
	Iteration 93Q: 3 clusters Score -1.314828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 55867 members 
Entering Unmasked Estep 
Score: -13148281.000000 Penalty: 3757.845459
	Iteration 94Q: 3 clusters Score -1.314828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49224 members 
Mstep: Class 2 contains 55869 members 
Entering Unmasked Estep 
Score: -13148269.000000 Penalty: 3757.845459
	Iteration 95Q: 3 clusters Score -1.314827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49224 members 
Mstep: Class 2 contains 55869 members 
Entering Unmasked Estep 
Score: -13148273.000000 Penalty: 3757.845459
	Iteration 96Q: 3 clusters Score -1.314827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49223 members 
Mstep: Class 2 contains 55870 members 
Entering Unmasked Estep 
Score: -13148278.000000 Penalty: 3757.845459
	Iteration 97Q: 3 clusters Score -1.314828e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49223 members 
Mstep: Class 2 contains 55870 members 
Entering Unmasked Estep 
Score: -13148278.000000 Penalty: 3757.845459
	Iteration 98F: 3 clusters Score -1.314828e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -25009.328125 Penalty: 943.334412
	Iteration 0F: 2 clusters Score -25009.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24230.175781 Penalty: 1886.668823
	Iteration 0F: 3 clusters Score -24230.18 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -24571.291016 Penalty: 1886.668823
	Iteration 1F: 3 clusters Score -24571.29 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24729.136719 Penalty: 1886.668823
	Iteration 2F: 3 clusters Score -24729.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -24804.865234 Penalty: 1886.668823
	Iteration 3Q: 3 clusters Score -24804.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -24812.277344 Penalty: 1886.668823
	Iteration 4Q: 3 clusters Score -24812.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -24832.169922 Penalty: 1886.668823
	Iteration 5Q: 3 clusters Score -24832.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24847.066406 Penalty: 1886.668823
	Iteration 6Q: 3 clusters Score -24847.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24870.750000 Penalty: 1886.668823
	Iteration 7Q: 3 clusters Score -24870.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24877.419922 Penalty: 1886.668823
	Iteration 8Q: 3 clusters Score -24877.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24889.728516 Penalty: 1886.668823
	Iteration 9Q: 3 clusters Score -24889.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -24924.937500 Penalty: 1886.668823
	Iteration 10Q: 3 clusters Score -24924.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -24969.982422 Penalty: 1886.668823
	Iteration 11Q: 3 clusters Score -24969.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -24995.824219 Penalty: 1886.668823
	Iteration 12Q: 3 clusters Score -24995.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24998.505859 Penalty: 1886.668823
	Iteration 13Q: 3 clusters Score -24998.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24998.505859 Penalty: 1886.668823
	Iteration 14F: 3 clusters Score -24998.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -265361.062500 Penalty: 1247.049805
	Iteration 0F: 2 clusters Score -265361.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -263170.093750 Penalty: 2494.099609
	Iteration 0F: 3 clusters Score -263170.1 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -263661.781250 Penalty: 2494.099609
	Iteration 1F: 3 clusters Score -263661.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -263802.906250 Penalty: 2494.099609
	Iteration 2F: 3 clusters Score -263802.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -263886.343750 Penalty: 2494.099609
	Iteration 3F: 3 clusters Score -263886.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -263954.812500 Penalty: 2494.099609
	Iteration 4Q: 3 clusters Score -263954.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -264008.906250 Penalty: 2494.099609
	Iteration 5Q: 3 clusters Score -264008.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -264053.093750 Penalty: 2494.099609
	Iteration 6Q: 3 clusters Score -264053.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -264087.843750 Penalty: 2494.099609
	Iteration 7Q: 3 clusters Score -264087.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -264114.750000 Penalty: 2494.099609
	Iteration 8Q: 3 clusters Score -264114.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -264132.406250 Penalty: 2494.099609
	Iteration 9Q: 3 clusters Score -264132.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -264141.500000 Penalty: 2494.099609
	Iteration 10Q: 3 clusters Score -264141.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -264150.937500 Penalty: 2494.099609
	Iteration 11Q: 3 clusters Score -264150.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -264160.062500 Penalty: 2494.099609
	Iteration 12Q: 3 clusters Score -264160.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -264166.718750 Penalty: 2494.099609
	Iteration 13Q: 3 clusters Score -264166.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -264176.937500 Penalty: 2494.099609
	Iteration 14Q: 3 clusters Score -264176.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -264186.531250 Penalty: 2494.099609
	Iteration 15Q: 3 clusters Score -264186.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -264195.375000 Penalty: 2494.099609
	Iteration 16Q: 3 clusters Score -264195.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -264204.562500 Penalty: 2494.099609
	Iteration 17Q: 3 clusters Score -264204.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -264214.593750 Penalty: 2494.099609
	Iteration 18Q: 3 clusters Score -264214.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -264224.062500 Penalty: 2494.099609
	Iteration 19Q: 3 clusters Score -264224.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -264229.000000 Penalty: 2494.099609
	Iteration 20F: 3 clusters Score -264229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -264234.031250 Penalty: 2494.099609
	Iteration 21Q: 3 clusters Score -264234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -264239.531250 Penalty: 2494.099609
	Iteration 22Q: 3 clusters Score -264239.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -264243.562500 Penalty: 2494.099609
	Iteration 23Q: 3 clusters Score -264243.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -264247.781250 Penalty: 2494.099609
	Iteration 24Q: 3 clusters Score -264247.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -264253.093750 Penalty: 2494.099609
	Iteration 25Q: 3 clusters Score -264253.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -264264.593750 Penalty: 2494.099609
	Iteration 26Q: 3 clusters Score -264264.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -264273.875000 Penalty: 2494.099609
	Iteration 27Q: 3 clusters Score -264273.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -264285.656250 Penalty: 2494.099609
	Iteration 28Q: 3 clusters Score -264285.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -264296.281250 Penalty: 2494.099609
	Iteration 29Q: 3 clusters Score -264296.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -264304.187500 Penalty: 2494.099609
	Iteration 30Q: 3 clusters Score -264304.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -264313.593750 Penalty: 2494.099609
	Iteration 31Q: 3 clusters Score -264313.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -264327.718750 Penalty: 2494.099609
	Iteration 32Q: 3 clusters Score -264327.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -264339.531250 Penalty: 2494.099609
	Iteration 33Q: 3 clusters Score -264339.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -264355.781250 Penalty: 2494.099609
	Iteration 34Q: 3 clusters Score -264355.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -264368.281250 Penalty: 2494.099609
	Iteration 35Q: 3 clusters Score -264368.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -264376.906250 Penalty: 2494.099609
	Iteration 36Q: 3 clusters Score -264376.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -264388.312500 Penalty: 2494.099609
	Iteration 37Q: 3 clusters Score -264388.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -264400.406250 Penalty: 2494.099609
	Iteration 38Q: 3 clusters Score -264400.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -264409.031250 Penalty: 2494.099609
	Iteration 39Q: 3 clusters Score -264409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -264419.031250 Penalty: 2494.099609
	Iteration 40F: 3 clusters Score -264419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -264425.718750 Penalty: 2494.099609
	Iteration 41Q: 3 clusters Score -264425.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -264436.281250 Penalty: 2494.099609
	Iteration 42Q: 3 clusters Score -264436.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -264445.156250 Penalty: 2494.099609
	Iteration 43Q: 3 clusters Score -264445.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -264454.343750 Penalty: 2494.099609
	Iteration 44Q: 3 clusters Score -264454.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -264464.843750 Penalty: 2494.099609
	Iteration 45Q: 3 clusters Score -264464.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -264475.343750 Penalty: 2494.099609
	Iteration 46Q: 3 clusters Score -264475.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -264487.031250 Penalty: 2494.099609
	Iteration 47Q: 3 clusters Score -264487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -264500.312500 Penalty: 2494.099609
	Iteration 48Q: 3 clusters Score -264500.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -264510.687500 Penalty: 2494.099609
	Iteration 49Q: 3 clusters Score -264510.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -264523.937500 Penalty: 2494.099609
	Iteration 50Q: 3 clusters Score -264523.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -264535.250000 Penalty: 2494.099609
	Iteration 51Q: 3 clusters Score -264535.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -264548.968750 Penalty: 2494.099609
	Iteration 52Q: 3 clusters Score -264549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -264556.187500 Penalty: 2494.099609
	Iteration 53Q: 3 clusters Score -264556.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -264565.000000 Penalty: 2494.099609
	Iteration 54Q: 3 clusters Score -264565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -264574.250000 Penalty: 2494.099609
	Iteration 55Q: 3 clusters Score -264574.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -264590.656250 Penalty: 2494.099609
	Iteration 56Q: 3 clusters Score -264590.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -264607.062500 Penalty: 2494.099609
	Iteration 57Q: 3 clusters Score -264607.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -264621.812500 Penalty: 2494.099609
	Iteration 58Q: 3 clusters Score -264621.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -264640.406250 Penalty: 2494.099609
	Iteration 59Q: 3 clusters Score -264640.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -264655.562500 Penalty: 2494.099609
	Iteration 60F: 3 clusters Score -264655.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -264668.937500 Penalty: 2494.099609
	Iteration 61Q: 3 clusters Score -264668.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -264687.500000 Penalty: 2494.099609
	Iteration 62Q: 3 clusters Score -264687.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -264714.468750 Penalty: 2494.099609
	Iteration 63Q: 3 clusters Score -264714.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -264751.968750 Penalty: 2494.099609
	Iteration 64Q: 3 clusters Score -264752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -264796.593750 Penalty: 2494.099609
	Iteration 65Q: 3 clusters Score -264796.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -264847.281250 Penalty: 2494.099609
	Iteration 66Q: 3 clusters Score -264847.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -264885.093750 Penalty: 2494.099609
	Iteration 67Q: 3 clusters Score -264885.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -264910.531250 Penalty: 2494.099609
	Iteration 68Q: 3 clusters Score -264910.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -264926.156250 Penalty: 2494.099609
	Iteration 69Q: 3 clusters Score -264926.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -264938.187500 Penalty: 2494.099609
	Iteration 70Q: 3 clusters Score -264938.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -264948.312500 Penalty: 2494.099609
	Iteration 71Q: 3 clusters Score -264948.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -264953.750000 Penalty: 2494.099609
	Iteration 72Q: 3 clusters Score -264953.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -264956.312500 Penalty: 2494.099609
	Iteration 73Q: 3 clusters Score -264956.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -264958.375000 Penalty: 2494.099609
	Iteration 74Q: 3 clusters Score -264958.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -264959.375000 Penalty: 2494.099609
	Iteration 75Q: 3 clusters Score -264959.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -264959.718750 Penalty: 2494.099609
	Iteration 76Q: 3 clusters Score -264959.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -264960.375000 Penalty: 2494.099609
	Iteration 77Q: 3 clusters Score -264960.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -264960.968750 Penalty: 2494.099609
	Iteration 78Q: 3 clusters Score -264961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -264960.968750 Penalty: 2494.099609
	Iteration 79F: 3 clusters Score -264961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (58425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58425 members 
Entering Unmasked Estep 
Score: -7113862.500000 Penalty: 1783.518555
	Iteration 0F: 2 clusters Score -7113862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -7074599.500000 Penalty: 3567.037109
	Iteration 0F: 3 clusters Score -7074600 nChanged 27713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -7090337.500000 Penalty: 3567.037109
	Iteration 1F: 3 clusters Score -7090338 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -7090870.000000 Penalty: 3567.037109
	Iteration 2Q: 3 clusters Score -7090870 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -7091440.000000 Penalty: 3567.037109
	Iteration 3Q: 3 clusters Score -7091440 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -7092150.000000 Penalty: 3567.037109
	Iteration 4Q: 3 clusters Score -7092150 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -7093014.500000 Penalty: 3567.037109
	Iteration 5Q: 3 clusters Score -7093014 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -7094151.500000 Penalty: 3567.037109
	Iteration 6Q: 3 clusters Score -7094152 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -7095426.000000 Penalty: 3567.037109
	Iteration 7Q: 3 clusters Score -7095426 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -7096842.000000 Penalty: 3567.037109
	Iteration 8Q: 3 clusters Score -7096842 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -7098406.000000 Penalty: 3567.037109
	Iteration 9F: 3 clusters Score -7098406 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -7100074.500000 Penalty: 3567.037109
	Iteration 10F: 3 clusters Score -7100074 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -7101644.000000 Penalty: 3567.037109
	Iteration 11Q: 3 clusters Score -7101644 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -7103039.500000 Penalty: 3567.037109
	Iteration 12Q: 3 clusters Score -7103040 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -7104268.000000 Penalty: 3567.037109
	Iteration 13Q: 3 clusters Score -7104268 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -7105285.500000 Penalty: 3567.037109
	Iteration 14Q: 3 clusters Score -7105286 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -7106212.500000 Penalty: 3567.037109
	Iteration 15Q: 3 clusters Score -7106212 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -7107097.500000 Penalty: 3567.037109
	Iteration 16Q: 3 clusters Score -7107098 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -7108066.500000 Penalty: 3567.037109
	Iteration 17Q: 3 clusters Score -7108066 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48683 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -7109071.500000 Penalty: 3567.037109
	Iteration 18Q: 3 clusters Score -7109072 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49772 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -7109978.000000 Penalty: 3567.037109
	Iteration 19Q: 3 clusters Score -7109978 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50646 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -7110616.500000 Penalty: 3567.037109
	Iteration 20F: 3 clusters Score -7110616 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51302 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -7111019.500000 Penalty: 3567.037109
	Iteration 21Q: 3 clusters Score -7111020 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51832 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -7111298.500000 Penalty: 3567.037109
	Iteration 22Q: 3 clusters Score -7111298 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52243 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -7111501.500000 Penalty: 3567.037109
	Iteration 23Q: 3 clusters Score -7111502 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52584 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -7111625.500000 Penalty: 3567.037109
	Iteration 24Q: 3 clusters Score -7111626 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52893 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -7111743.000000 Penalty: 3567.037109
	Iteration 25Q: 3 clusters Score -7111743 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -7111784.000000 Penalty: 3567.037109
	Iteration 26Q: 3 clusters Score -7111784 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53394 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -7111819.500000 Penalty: 3567.037109
	Iteration 27Q: 3 clusters Score -7111820 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53595 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -7111868.500000 Penalty: 3567.037109
	Iteration 28Q: 3 clusters Score -7111868 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53771 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -7111907.500000 Penalty: 3567.037109
	Iteration 29Q: 3 clusters Score -7111908 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53942 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -7111973.000000 Penalty: 3567.037109
	Iteration 30Q: 3 clusters Score -7111973 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -7112032.000000 Penalty: 3567.037109
	Iteration 31Q: 3 clusters Score -7112032 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54273 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -7112067.500000 Penalty: 3567.037109
	Iteration 32Q: 3 clusters Score -7112068 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54426 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -7112117.500000 Penalty: 3567.037109
	Iteration 33Q: 3 clusters Score -7112118 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54561 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -7112138.000000 Penalty: 3567.037109
	Iteration 34Q: 3 clusters Score -7112138 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54680 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -7112171.500000 Penalty: 3567.037109
	Iteration 35Q: 3 clusters Score -7112172 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54785 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -7112178.500000 Penalty: 3567.037109
	Iteration 36Q: 3 clusters Score -7112178 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54881 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -7112213.500000 Penalty: 3567.037109
	Iteration 37Q: 3 clusters Score -7112214 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54961 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -7112221.000000 Penalty: 3567.037109
	Iteration 38Q: 3 clusters Score -7112221 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55037 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -7112229.500000 Penalty: 3567.037109
	Iteration 39Q: 3 clusters Score -7112230 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55100 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -7112240.500000 Penalty: 3567.037109
	Iteration 40F: 3 clusters Score -7112240 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55161 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -7112235.500000 Penalty: 3567.037109
	Iteration 41Q: 3 clusters Score -7112236 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55219 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -7112250.000000 Penalty: 3567.037109
	Iteration 42Q: 3 clusters Score -7112250 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -7112256.500000 Penalty: 3567.037109
	Iteration 43Q: 3 clusters Score -7112256 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -7112273.500000 Penalty: 3567.037109
	Iteration 44Q: 3 clusters Score -7112274 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55385 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -7112284.000000 Penalty: 3567.037109
	Iteration 45Q: 3 clusters Score -7112284 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55430 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -7112286.000000 Penalty: 3567.037109
	Iteration 46Q: 3 clusters Score -7112286 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55469 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -7112279.500000 Penalty: 3567.037109
	Iteration 47Q: 3 clusters Score -7112280 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55498 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -7112289.000000 Penalty: 3567.037109
	Iteration 48Q: 3 clusters Score -7112289 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55528 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -7112281.000000 Penalty: 3567.037109
	Iteration 49Q: 3 clusters Score -7112281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55550 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -7112288.000000 Penalty: 3567.037109
	Iteration 50Q: 3 clusters Score -7112288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55571 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -7112282.000000 Penalty: 3567.037109
	Iteration 51Q: 3 clusters Score -7112282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55599 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -7112304.000000 Penalty: 3567.037109
	Iteration 52Q: 3 clusters Score -7112304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55624 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -7112312.000000 Penalty: 3567.037109
	Iteration 53Q: 3 clusters Score -7112312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55643 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -7112309.000000 Penalty: 3567.037109
	Iteration 54Q: 3 clusters Score -7112309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55658 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -7112320.500000 Penalty: 3567.037109
	Iteration 55Q: 3 clusters Score -7112320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55677 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -7112325.000000 Penalty: 3567.037109
	Iteration 56Q: 3 clusters Score -7112325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55695 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -7112329.000000 Penalty: 3567.037109
	Iteration 57Q: 3 clusters Score -7112329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55708 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -7112333.500000 Penalty: 3567.037109
	Iteration 58Q: 3 clusters Score -7112334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55723 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -7112341.000000 Penalty: 3567.037109
	Iteration 59Q: 3 clusters Score -7112341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -7112332.000000 Penalty: 3567.037109
	Iteration 60F: 3 clusters Score -7112332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55750 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -7112336.500000 Penalty: 3567.037109
	Iteration 61Q: 3 clusters Score -7112336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55763 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -7112329.500000 Penalty: 3567.037109
	Iteration 62Q: 3 clusters Score -7112330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55772 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -7112326.000000 Penalty: 3567.037109
	Iteration 63Q: 3 clusters Score -7112326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55782 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -7112337.500000 Penalty: 3567.037109
	Iteration 64Q: 3 clusters Score -7112338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55793 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -7112333.500000 Penalty: 3567.037109
	Iteration 65Q: 3 clusters Score -7112334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55801 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -7112336.000000 Penalty: 3567.037109
	Iteration 66Q: 3 clusters Score -7112336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55803 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -7112338.500000 Penalty: 3567.037109
	Iteration 67Q: 3 clusters Score -7112338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55802 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -7112334.500000 Penalty: 3567.037109
	Iteration 68Q: 3 clusters Score -7112334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55802 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -7112334.500000 Penalty: 3567.037109
	Iteration 69F: 3 clusters Score -7112334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Entering Unmasked Estep 
Score: -3218857.250000 Penalty: 1652.717896
	Iteration 0F: 2 clusters Score -3218857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -3201289.750000 Penalty: 3305.435791
	Iteration 0F: 3 clusters Score -3201290 nChanged 11909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -3207838.500000 Penalty: 3305.435791
	Iteration 1F: 3 clusters Score -3207838 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -3208198.000000 Penalty: 3305.435791
	Iteration 2Q: 3 clusters Score -3208198 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -3208579.000000 Penalty: 3305.435791
	Iteration 3Q: 3 clusters Score -3208579 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -3209001.500000 Penalty: 3305.435791
	Iteration 4Q: 3 clusters Score -3209002 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -3209510.750000 Penalty: 3305.435791
	Iteration 5Q: 3 clusters Score -3209511 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -3210210.000000 Penalty: 3305.435791
	Iteration 6Q: 3 clusters Score -3210210 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -3211102.000000 Penalty: 3305.435791
	Iteration 7F: 3 clusters Score -3211102 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -3212217.750000 Penalty: 3305.435791
	Iteration 8F: 3 clusters Score -3212218 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -3213467.750000 Penalty: 3305.435791
	Iteration 9F: 3 clusters Score -3213468 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -3214573.750000 Penalty: 3305.435791
	Iteration 10Q: 3 clusters Score -3214574 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -3215356.000000 Penalty: 3305.435791
	Iteration 11Q: 3 clusters Score -3215356 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -3215846.000000 Penalty: 3305.435791
	Iteration 12Q: 3 clusters Score -3215846 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -3216158.500000 Penalty: 3305.435791
	Iteration 13Q: 3 clusters Score -3216158 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -3216391.750000 Penalty: 3305.435791
	Iteration 14Q: 3 clusters Score -3216392 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -3216571.500000 Penalty: 3305.435791
	Iteration 15Q: 3 clusters Score -3216572 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -3216746.750000 Penalty: 3305.435791
	Iteration 16Q: 3 clusters Score -3216747 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -3216875.000000 Penalty: 3305.435791
	Iteration 17Q: 3 clusters Score -3216875 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -3216964.000000 Penalty: 3305.435791
	Iteration 18Q: 3 clusters Score -3216964 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -3217069.500000 Penalty: 3305.435791
	Iteration 19Q: 3 clusters Score -3217070 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -3217137.750000 Penalty: 3305.435791
	Iteration 20F: 3 clusters Score -3217138 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -3217197.250000 Penalty: 3305.435791
	Iteration 21Q: 3 clusters Score -3217197 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -3217234.250000 Penalty: 3305.435791
	Iteration 22Q: 3 clusters Score -3217234 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -3217283.750000 Penalty: 3305.435791
	Iteration 23Q: 3 clusters Score -3217284 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -3217320.500000 Penalty: 3305.435791
	Iteration 24Q: 3 clusters Score -3217320 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -3217357.750000 Penalty: 3305.435791
	Iteration 25Q: 3 clusters Score -3217358 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -3217387.500000 Penalty: 3305.435791
	Iteration 26Q: 3 clusters Score -3217388 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -3217407.750000 Penalty: 3305.435791
	Iteration 27Q: 3 clusters Score -3217408 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -3217416.500000 Penalty: 3305.435791
	Iteration 28Q: 3 clusters Score -3217416 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -3217419.500000 Penalty: 3305.435791
	Iteration 29Q: 3 clusters Score -3217420 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -3217426.000000 Penalty: 3305.435791
	Iteration 30Q: 3 clusters Score -3217426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -3217438.000000 Penalty: 3305.435791
	Iteration 31Q: 3 clusters Score -3217438 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -3217449.000000 Penalty: 3305.435791
	Iteration 32Q: 3 clusters Score -3217449 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -3217456.250000 Penalty: 3305.435791
	Iteration 33Q: 3 clusters Score -3217456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -3217459.750000 Penalty: 3305.435791
	Iteration 34Q: 3 clusters Score -3217460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -3217472.250000 Penalty: 3305.435791
	Iteration 35Q: 3 clusters Score -3217472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -3217475.750000 Penalty: 3305.435791
	Iteration 36Q: 3 clusters Score -3217476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -3217479.500000 Penalty: 3305.435791
	Iteration 37Q: 3 clusters Score -3217480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -3217481.750000 Penalty: 3305.435791
	Iteration 38Q: 3 clusters Score -3217482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -3217491.500000 Penalty: 3305.435791
	Iteration 39Q: 3 clusters Score -3217492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -3217496.250000 Penalty: 3305.435791
	Iteration 40F: 3 clusters Score -3217496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -3217504.750000 Penalty: 3305.435791
	Iteration 41Q: 3 clusters Score -3217505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -3217505.500000 Penalty: 3305.435791
	Iteration 42Q: 3 clusters Score -3217506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -3217508.500000 Penalty: 3305.435791
	Iteration 43Q: 3 clusters Score -3217508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -3217513.250000 Penalty: 3305.435791
	Iteration 44Q: 3 clusters Score -3217513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -3217515.250000 Penalty: 3305.435791
	Iteration 45Q: 3 clusters Score -3217515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -3217517.750000 Penalty: 3305.435791
	Iteration 46Q: 3 clusters Score -3217518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -3217523.000000 Penalty: 3305.435791
	Iteration 47Q: 3 clusters Score -3217523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -3217525.000000 Penalty: 3305.435791
	Iteration 48Q: 3 clusters Score -3217525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -3217524.250000 Penalty: 3305.435791
	Iteration 49Q: 3 clusters Score -3217524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -3217525.500000 Penalty: 3305.435791
	Iteration 50Q: 3 clusters Score -3217526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -3217528.750000 Penalty: 3305.435791
	Iteration 51Q: 3 clusters Score -3217529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -3217528.750000 Penalty: 3305.435791
	Iteration 52Q: 3 clusters Score -3217529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -3217533.250000 Penalty: 3305.435791
	Iteration 53Q: 3 clusters Score -3217533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -3217536.250000 Penalty: 3305.435791
	Iteration 54Q: 3 clusters Score -3217536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -3217538.500000 Penalty: 3305.435791
	Iteration 55Q: 3 clusters Score -3217538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -3217540.500000 Penalty: 3305.435791
	Iteration 56Q: 3 clusters Score -3217540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -3217541.000000 Penalty: 3305.435791
	Iteration 57Q: 3 clusters Score -3217541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -3217547.500000 Penalty: 3305.435791
	Iteration 58Q: 3 clusters Score -3217548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -3217544.250000 Penalty: 3305.435791
	Iteration 59Q: 3 clusters Score -3217544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -3217551.250000 Penalty: 3305.435791
	Iteration 60F: 3 clusters Score -3217551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -3217561.500000 Penalty: 3305.435791
	Iteration 61Q: 3 clusters Score -3217562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -3217567.750000 Penalty: 3305.435791
	Iteration 62Q: 3 clusters Score -3217568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -3217571.250000 Penalty: 3305.435791
	Iteration 63Q: 3 clusters Score -3217571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -3217572.250000 Penalty: 3305.435791
	Iteration 64Q: 3 clusters Score -3217572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -3217572.250000 Penalty: 3305.435791
	Iteration 65Q: 3 clusters Score -3217572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -3217572.500000 Penalty: 3305.435791
	Iteration 66Q: 3 clusters Score -3217572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -3217572.500000 Penalty: 3305.435791
	Iteration 67F: 3 clusters Score -3217572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Entering Unmasked Estep 
Score: -1193600.750000 Penalty: 1500.391235
	Iteration 0F: 2 clusters Score -1193601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1186333.750000 Penalty: 3000.782471
	Iteration 0F: 3 clusters Score -1186334 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1188773.750000 Penalty: 3000.782471
	Iteration 1F: 3 clusters Score -1188774 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1189120.250000 Penalty: 3000.782471
	Iteration 2F: 3 clusters Score -1189120 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1189397.250000 Penalty: 3000.782471
	Iteration 3F: 3 clusters Score -1189397 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1189634.000000 Penalty: 3000.782471
	Iteration 4Q: 3 clusters Score -1189634 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1189875.750000 Penalty: 3000.782471
	Iteration 5Q: 3 clusters Score -1189876 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1190143.750000 Penalty: 3000.782471
	Iteration 6Q: 3 clusters Score -1190144 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1190409.625000 Penalty: 3000.782471
	Iteration 7Q: 3 clusters Score -1190410 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1190669.125000 Penalty: 3000.782471
	Iteration 8Q: 3 clusters Score -1190669 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1190912.375000 Penalty: 3000.782471
	Iteration 9Q: 3 clusters Score -1190912 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1191142.375000 Penalty: 3000.782471
	Iteration 10Q: 3 clusters Score -1191142 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1191340.500000 Penalty: 3000.782471
	Iteration 11Q: 3 clusters Score -1191340 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1191518.375000 Penalty: 3000.782471
	Iteration 12Q: 3 clusters Score -1191518 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1191670.250000 Penalty: 3000.782471
	Iteration 13Q: 3 clusters Score -1191670 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1191796.875000 Penalty: 3000.782471
	Iteration 14Q: 3 clusters Score -1191797 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1191922.750000 Penalty: 3000.782471
	Iteration 15Q: 3 clusters Score -1191923 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1192023.250000 Penalty: 3000.782471
	Iteration 16Q: 3 clusters Score -1192023 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1192117.000000 Penalty: 3000.782471
	Iteration 17Q: 3 clusters Score -1192117 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1192171.500000 Penalty: 3000.782471
	Iteration 18Q: 3 clusters Score -1192172 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1192210.000000 Penalty: 3000.782471
	Iteration 19Q: 3 clusters Score -1192210 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1192242.875000 Penalty: 3000.782471
	Iteration 20F: 3 clusters Score -1192243 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1192265.250000 Penalty: 3000.782471
	Iteration 21Q: 3 clusters Score -1192265 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1192287.125000 Penalty: 3000.782471
	Iteration 22Q: 3 clusters Score -1192287 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1192306.125000 Penalty: 3000.782471
	Iteration 23Q: 3 clusters Score -1192306 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1192325.250000 Penalty: 3000.782471
	Iteration 24Q: 3 clusters Score -1192325 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1192337.875000 Penalty: 3000.782471
	Iteration 25Q: 3 clusters Score -1192338 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1192359.250000 Penalty: 3000.782471
	Iteration 26Q: 3 clusters Score -1192359 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1192365.750000 Penalty: 3000.782471
	Iteration 27Q: 3 clusters Score -1192366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1192371.875000 Penalty: 3000.782471
	Iteration 28Q: 3 clusters Score -1192372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1192381.500000 Penalty: 3000.782471
	Iteration 29Q: 3 clusters Score -1192382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1192390.875000 Penalty: 3000.782471
	Iteration 30Q: 3 clusters Score -1192391 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1192394.750000 Penalty: 3000.782471
	Iteration 31Q: 3 clusters Score -1192395 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1192405.750000 Penalty: 3000.782471
	Iteration 32Q: 3 clusters Score -1192406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1192409.750000 Penalty: 3000.782471
	Iteration 33Q: 3 clusters Score -1192410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1192413.625000 Penalty: 3000.782471
	Iteration 34Q: 3 clusters Score -1192414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1192419.500000 Penalty: 3000.782471
	Iteration 35Q: 3 clusters Score -1192420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1192423.625000 Penalty: 3000.782471
	Iteration 36Q: 3 clusters Score -1192424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1192427.375000 Penalty: 3000.782471
	Iteration 37Q: 3 clusters Score -1192427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1192428.125000 Penalty: 3000.782471
	Iteration 38Q: 3 clusters Score -1192428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1192429.125000 Penalty: 3000.782471
	Iteration 39Q: 3 clusters Score -1192429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1192429.000000 Penalty: 3000.782471
	Iteration 40F: 3 clusters Score -1192429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1192430.000000 Penalty: 3000.782471
	Iteration 41Q: 3 clusters Score -1192430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1192429.000000 Penalty: 3000.782471
	Iteration 42Q: 3 clusters Score -1192429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1192429.500000 Penalty: 3000.782471
	Iteration 43Q: 3 clusters Score -1192430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1192429.500000 Penalty: 3000.782471
	Iteration 44F: 3 clusters Score -1192430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (95904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95904 members 
Entering Unmasked Estep 
Score: -12107114.000000 Penalty: 1864.054199
	Iteration 0F: 2 clusters Score -1.210711e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48113 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -12043999.000000 Penalty: 3728.108398
	Iteration 0F: 3 clusters Score -1.2044e+07 nChanged 45734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50229 members 
Mstep: Class 2 contains 45675 members 
Entering Unmasked Estep 
Score: -12070215.000000 Penalty: 3728.108398
	Iteration 1F: 3 clusters Score -1.207022e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51867 members 
Mstep: Class 2 contains 44037 members 
Entering Unmasked Estep 
Score: -12070985.000000 Penalty: 3728.108398
	Iteration 2Q: 3 clusters Score -1.207098e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54328 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -12071931.000000 Penalty: 3728.108398
	Iteration 3Q: 3 clusters Score -1.207193e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58023 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -12073450.000000 Penalty: 3728.108398
	Iteration 4Q: 3 clusters Score -1.207345e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63379 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -12076219.000000 Penalty: 3728.108398
	Iteration 5F: 3 clusters Score -1.207622e+07 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70746 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -12081302.000000 Penalty: 3728.108398
	Iteration 6F: 3 clusters Score -1.20813e+07 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79481 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -12088901.000000 Penalty: 3728.108398
	Iteration 7F: 3 clusters Score -1.20889e+07 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87726 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -12096934.000000 Penalty: 3728.108398
	Iteration 8F: 3 clusters Score -1.209693e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92951 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -12102762.000000 Penalty: 3728.108398
	Iteration 9F: 3 clusters Score -1.210276e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95068 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -12104724.000000 Penalty: 3728.108398
	Iteration 10Q: 3 clusters Score -1.210472e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95643 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -12105224.000000 Penalty: 3728.108398
	Iteration 11Q: 3 clusters Score -1.210522e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95749 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12105375.000000 Penalty: 3728.108398
	Iteration 12Q: 3 clusters Score -1.210538e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95770 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12105419.000000 Penalty: 3728.108398
	Iteration 13Q: 3 clusters Score -1.210542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95775 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12105438.000000 Penalty: 3728.108398
	Iteration 14Q: 3 clusters Score -1.210544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95774 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12105449.000000 Penalty: 3728.108398
	Iteration 15Q: 3 clusters Score -1.210545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95772 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12105456.000000 Penalty: 3728.108398
	Iteration 16Q: 3 clusters Score -1.210546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95774 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12105470.000000 Penalty: 3728.108398
	Iteration 17Q: 3 clusters Score -1.210547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95775 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12105484.000000 Penalty: 3728.108398
	Iteration 18Q: 3 clusters Score -1.210548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95774 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12105472.000000 Penalty: 3728.108398
	Iteration 19Q: 3 clusters Score -1.210547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95774 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12105472.000000 Penalty: 3728.108398
	Iteration 20F: 3 clusters Score -1.210547e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (98763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98763 members 
Entering Unmasked Estep 
Score: -12384717.000000 Penalty: 1868.827759
	Iteration 0F: 2 clusters Score -1.238472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49671 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -12320227.000000 Penalty: 3737.655518
	Iteration 0F: 3 clusters Score -1.232023e+07 nChanged 47462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53139 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -12348580.000000 Penalty: 3737.655518
	Iteration 1F: 3 clusters Score -1.234858e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -12350454.000000 Penalty: 3737.655518
	Iteration 2Q: 3 clusters Score -1.235045e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58048 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -12353025.000000 Penalty: 3737.655518
	Iteration 3Q: 3 clusters Score -1.235302e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62167 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -12356800.000000 Penalty: 3737.655518
	Iteration 4F: 3 clusters Score -1.23568e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67169 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -12361799.000000 Penalty: 3737.655518
	Iteration 5F: 3 clusters Score -1.23618e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72092 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -12367033.000000 Penalty: 3737.655518
	Iteration 6F: 3 clusters Score -1.236703e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76118 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -12371261.000000 Penalty: 3737.655518
	Iteration 7F: 3 clusters Score -1.237126e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79115 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -12373968.000000 Penalty: 3737.655518
	Iteration 8Q: 3 clusters Score -1.237397e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81480 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -12375541.000000 Penalty: 3737.655518
	Iteration 9Q: 3 clusters Score -1.237554e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83628 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -12376802.000000 Penalty: 3737.655518
	Iteration 10Q: 3 clusters Score -1.23768e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85597 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -12377842.000000 Penalty: 3737.655518
	Iteration 11Q: 3 clusters Score -1.237784e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87390 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -12378824.000000 Penalty: 3737.655518
	Iteration 12Q: 3 clusters Score -1.237882e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89024 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -12379608.000000 Penalty: 3737.655518
	Iteration 13Q: 3 clusters Score -1.237961e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90434 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -12380601.000000 Penalty: 3737.655518
	Iteration 14Q: 3 clusters Score -1.23806e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91690 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -12381493.000000 Penalty: 3737.655518
	Iteration 15Q: 3 clusters Score -1.238149e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92745 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -12382126.000000 Penalty: 3737.655518
	Iteration 16Q: 3 clusters Score -1.238213e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93610 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -12382569.000000 Penalty: 3737.655518
	Iteration 17Q: 3 clusters Score -1.238257e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94338 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -12382889.000000 Penalty: 3737.655518
	Iteration 18Q: 3 clusters Score -1.238289e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94950 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -12383180.000000 Penalty: 3737.655518
	Iteration 19Q: 3 clusters Score -1.238318e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95422 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -12383350.000000 Penalty: 3737.655518
	Iteration 20F: 3 clusters Score -1.238335e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95816 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -12383443.000000 Penalty: 3737.655518
	Iteration 21Q: 3 clusters Score -1.238344e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96148 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -12383465.000000 Penalty: 3737.655518
	Iteration 22Q: 3 clusters Score -1.238346e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96436 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -12383515.000000 Penalty: 3737.655518
	Iteration 23Q: 3 clusters Score -1.238352e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96643 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -12383565.000000 Penalty: 3737.655518
	Iteration 24Q: 3 clusters Score -1.238356e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96826 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -12383568.000000 Penalty: 3737.655518
	Iteration 25Q: 3 clusters Score -1.238357e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96964 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -12383589.000000 Penalty: 3737.655518
	Iteration 26Q: 3 clusters Score -1.238359e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97091 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -12383608.000000 Penalty: 3737.655518
	Iteration 27Q: 3 clusters Score -1.238361e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97209 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -12383584.000000 Penalty: 3737.655518
	Iteration 28Q: 3 clusters Score -1.238358e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97313 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -12383616.000000 Penalty: 3737.655518
	Iteration 29Q: 3 clusters Score -1.238362e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97404 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -12383604.000000 Penalty: 3737.655518
	Iteration 30Q: 3 clusters Score -1.23836e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97492 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -12383600.000000 Penalty: 3737.655518
	Iteration 31Q: 3 clusters Score -1.23836e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97560 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -12383605.000000 Penalty: 3737.655518
	Iteration 32Q: 3 clusters Score -1.23836e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97612 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -12383617.000000 Penalty: 3737.655518
	Iteration 33Q: 3 clusters Score -1.238362e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97664 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -12383621.000000 Penalty: 3737.655518
	Iteration 34Q: 3 clusters Score -1.238362e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97699 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -12383625.000000 Penalty: 3737.655518
	Iteration 35Q: 3 clusters Score -1.238362e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97734 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -12383616.000000 Penalty: 3737.655518
	Iteration 36Q: 3 clusters Score -1.238362e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97755 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -12383624.000000 Penalty: 3737.655518
	Iteration 37Q: 3 clusters Score -1.238362e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97773 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -12383623.000000 Penalty: 3737.655518
	Iteration 38Q: 3 clusters Score -1.238362e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97788 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -12383599.000000 Penalty: 3737.655518
	Iteration 39Q: 3 clusters Score -1.23836e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97807 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -12383602.000000 Penalty: 3737.655518
	Iteration 40F: 3 clusters Score -1.23836e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97821 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -12383612.000000 Penalty: 3737.655518
	Iteration 41Q: 3 clusters Score -1.238361e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97834 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -12383616.000000 Penalty: 3737.655518
	Iteration 42Q: 3 clusters Score -1.238362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97839 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -12383614.000000 Penalty: 3737.655518
	Iteration 43Q: 3 clusters Score -1.238361e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97845 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -12383615.000000 Penalty: 3737.655518
	Iteration 44Q: 3 clusters Score -1.238362e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97853 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -12383609.000000 Penalty: 3737.655518
	Iteration 45Q: 3 clusters Score -1.238361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97856 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -12383614.000000 Penalty: 3737.655518
	Iteration 46Q: 3 clusters Score -1.238361e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97859 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -12383614.000000 Penalty: 3737.655518
	Iteration 47Q: 3 clusters Score -1.238361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97862 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -12383608.000000 Penalty: 3737.655518
	Iteration 48Q: 3 clusters Score -1.238361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97868 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -12383615.000000 Penalty: 3737.655518
	Iteration 49Q: 3 clusters Score -1.238362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97874 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -12383609.000000 Penalty: 3737.655518
	Iteration 50Q: 3 clusters Score -1.238361e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97885 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -12383608.000000 Penalty: 3737.655518
	Iteration 51Q: 3 clusters Score -1.238361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97894 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -12383610.000000 Penalty: 3737.655518
	Iteration 52Q: 3 clusters Score -1.238361e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97905 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -12383617.000000 Penalty: 3737.655518
	Iteration 53Q: 3 clusters Score -1.238362e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97919 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -12383611.000000 Penalty: 3737.655518
	Iteration 54Q: 3 clusters Score -1.238361e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97932 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -12383613.000000 Penalty: 3737.655518
	Iteration 55Q: 3 clusters Score -1.238361e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97945 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -12383629.000000 Penalty: 3737.655518
	Iteration 56Q: 3 clusters Score -1.238363e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97955 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -12383634.000000 Penalty: 3737.655518
	Iteration 57Q: 3 clusters Score -1.238363e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97962 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -12383645.000000 Penalty: 3737.655518
	Iteration 58Q: 3 clusters Score -1.238364e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97975 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -12383642.000000 Penalty: 3737.655518
	Iteration 59Q: 3 clusters Score -1.238364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97981 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -12383622.000000 Penalty: 3737.655518
	Iteration 60F: 3 clusters Score -1.238362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97987 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -12383637.000000 Penalty: 3737.655518
	Iteration 61Q: 3 clusters Score -1.238364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97996 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -12383635.000000 Penalty: 3737.655518
	Iteration 62Q: 3 clusters Score -1.238364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98001 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -12383633.000000 Penalty: 3737.655518
	Iteration 63Q: 3 clusters Score -1.238363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98004 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -12383630.000000 Penalty: 3737.655518
	Iteration 64Q: 3 clusters Score -1.238363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98010 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -12383630.000000 Penalty: 3737.655518
	Iteration 65Q: 3 clusters Score -1.238363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98012 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -12383640.000000 Penalty: 3737.655518
	Iteration 66Q: 3 clusters Score -1.238364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98013 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -12383637.000000 Penalty: 3737.655518
	Iteration 67Q: 3 clusters Score -1.238364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98014 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -12383635.000000 Penalty: 3737.655518
	Iteration 68Q: 3 clusters Score -1.238364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98014 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -12383635.000000 Penalty: 3737.655518
	Iteration 69F: 3 clusters Score -1.238364e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Entering Unmasked Estep 
Score: -1018805.687500 Penalty: 1463.876099
	Iteration 0F: 2 clusters Score -1018806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1012826.312500 Penalty: 2927.752197
	Iteration 0F: 3 clusters Score -1012826 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1014720.250000 Penalty: 2927.752197
	Iteration 1F: 3 clusters Score -1014720 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1015043.625000 Penalty: 2927.752197
	Iteration 2F: 3 clusters Score -1015044 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1015340.375000 Penalty: 2927.752197
	Iteration 3F: 3 clusters Score -1015340 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1015660.375000 Penalty: 2927.752197
	Iteration 4F: 3 clusters Score -1015660 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1015975.562500 Penalty: 2927.752197
	Iteration 5F: 3 clusters Score -1015976 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1016244.250000 Penalty: 2927.752197
	Iteration 6F: 3 clusters Score -1016244 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1016437.000000 Penalty: 2927.752197
	Iteration 7Q: 3 clusters Score -1016437 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1016566.312500 Penalty: 2927.752197
	Iteration 8Q: 3 clusters Score -1016566 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1016662.062500 Penalty: 2927.752197
	Iteration 9Q: 3 clusters Score -1016662 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1016724.875000 Penalty: 2927.752197
	Iteration 10Q: 3 clusters Score -1016725 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1016783.375000 Penalty: 2927.752197
	Iteration 11Q: 3 clusters Score -1016783 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1016824.937500 Penalty: 2927.752197
	Iteration 12Q: 3 clusters Score -1016825 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1016856.250000 Penalty: 2927.752197
	Iteration 13Q: 3 clusters Score -1016856 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1016878.812500 Penalty: 2927.752197
	Iteration 14Q: 3 clusters Score -1016879 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1016904.125000 Penalty: 2927.752197
	Iteration 15Q: 3 clusters Score -1016904 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1016925.250000 Penalty: 2927.752197
	Iteration 16Q: 3 clusters Score -1016925 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1016947.312500 Penalty: 2927.752197
	Iteration 17Q: 3 clusters Score -1016947 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1016970.750000 Penalty: 2927.752197
	Iteration 18Q: 3 clusters Score -1016971 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1016987.687500 Penalty: 2927.752197
	Iteration 19Q: 3 clusters Score -1016988 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1017006.875000 Penalty: 2927.752197
	Iteration 20F: 3 clusters Score -1017007 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1017022.875000 Penalty: 2927.752197
	Iteration 21Q: 3 clusters Score -1017023 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1017041.375000 Penalty: 2927.752197
	Iteration 22Q: 3 clusters Score -1017041 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1017054.250000 Penalty: 2927.752197
	Iteration 23Q: 3 clusters Score -1017054 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1017066.687500 Penalty: 2927.752197
	Iteration 24Q: 3 clusters Score -1017067 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1017082.875000 Penalty: 2927.752197
	Iteration 25Q: 3 clusters Score -1017083 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1017099.437500 Penalty: 2927.752197
	Iteration 26Q: 3 clusters Score -1017099 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1017116.000000 Penalty: 2927.752197
	Iteration 27Q: 3 clusters Score -1017116 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1017137.125000 Penalty: 2927.752197
	Iteration 28Q: 3 clusters Score -1017137 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1017159.062500 Penalty: 2927.752197
	Iteration 29Q: 3 clusters Score -1017159 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1017178.937500 Penalty: 2927.752197
	Iteration 30Q: 3 clusters Score -1017179 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1017197.625000 Penalty: 2927.752197
	Iteration 31Q: 3 clusters Score -1017198 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1017216.687500 Penalty: 2927.752197
	Iteration 32Q: 3 clusters Score -1017217 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1017232.750000 Penalty: 2927.752197
	Iteration 33Q: 3 clusters Score -1017233 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1017245.125000 Penalty: 2927.752197
	Iteration 34Q: 3 clusters Score -1017245 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1017262.500000 Penalty: 2927.752197
	Iteration 35Q: 3 clusters Score -1017262 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1017278.375000 Penalty: 2927.752197
	Iteration 36Q: 3 clusters Score -1017278 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1017295.812500 Penalty: 2927.752197
	Iteration 37Q: 3 clusters Score -1017296 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1017327.750000 Penalty: 2927.752197
	Iteration 38Q: 3 clusters Score -1017328 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1017359.750000 Penalty: 2927.752197
	Iteration 39Q: 3 clusters Score -1017360 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1017385.375000 Penalty: 2927.752197
	Iteration 40F: 3 clusters Score -1017385 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1017410.187500 Penalty: 2927.752197
	Iteration 41Q: 3 clusters Score -1017410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1017429.687500 Penalty: 2927.752197
	Iteration 42Q: 3 clusters Score -1017430 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1017456.812500 Penalty: 2927.752197
	Iteration 43Q: 3 clusters Score -1017457 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1017474.187500 Penalty: 2927.752197
	Iteration 44Q: 3 clusters Score -1017474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1017486.812500 Penalty: 2927.752197
	Iteration 45Q: 3 clusters Score -1017487 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1017501.437500 Penalty: 2927.752197
	Iteration 46Q: 3 clusters Score -1017501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1017514.812500 Penalty: 2927.752197
	Iteration 47Q: 3 clusters Score -1017515 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1017526.187500 Penalty: 2927.752197
	Iteration 48Q: 3 clusters Score -1017526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1017538.125000 Penalty: 2927.752197
	Iteration 49Q: 3 clusters Score -1017538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1017551.187500 Penalty: 2927.752197
	Iteration 50Q: 3 clusters Score -1017551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1017555.125000 Penalty: 2927.752197
	Iteration 51Q: 3 clusters Score -1017555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1017561.125000 Penalty: 2927.752197
	Iteration 52Q: 3 clusters Score -1017561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1017562.875000 Penalty: 2927.752197
	Iteration 53Q: 3 clusters Score -1017563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1017565.750000 Penalty: 2927.752197
	Iteration 54Q: 3 clusters Score -1017566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1017567.625000 Penalty: 2927.752197
	Iteration 55Q: 3 clusters Score -1017568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1017568.937500 Penalty: 2927.752197
	Iteration 56Q: 3 clusters Score -1017569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1017568.937500 Penalty: 2927.752197
	Iteration 57F: 3 clusters Score -1017569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Entering Unmasked Estep 
Score: -822442.312500 Penalty: 1438.790161
	Iteration 0F: 2 clusters Score -822442.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -817230.187500 Penalty: 2877.580322
	Iteration 0F: 3 clusters Score -817230.2 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -818865.562500 Penalty: 2877.580322
	Iteration 1F: 3 clusters Score -818865.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -819202.250000 Penalty: 2877.580322
	Iteration 2F: 3 clusters Score -819202.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -819529.375000 Penalty: 2877.580322
	Iteration 3F: 3 clusters Score -819529.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -819839.687500 Penalty: 2877.580322
	Iteration 4F: 3 clusters Score -819839.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -820151.437500 Penalty: 2877.580322
	Iteration 5F: 3 clusters Score -820151.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -820472.687500 Penalty: 2877.580322
	Iteration 6F: 3 clusters Score -820472.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -820755.375000 Penalty: 2877.580322
	Iteration 7F: 3 clusters Score -820755.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -821025.437500 Penalty: 2877.580322
	Iteration 8Q: 3 clusters Score -821025.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -821293.687500 Penalty: 2877.580322
	Iteration 9Q: 3 clusters Score -821293.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -821546.312500 Penalty: 2877.580322
	Iteration 10Q: 3 clusters Score -821546.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -821765.125000 Penalty: 2877.580322
	Iteration 11Q: 3 clusters Score -821765.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -821968.375000 Penalty: 2877.580322
	Iteration 12Q: 3 clusters Score -821968.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -822099.625000 Penalty: 2877.580322
	Iteration 13Q: 3 clusters Score -822099.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -822174.312500 Penalty: 2877.580322
	Iteration 14Q: 3 clusters Score -822174.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -822215.625000 Penalty: 2877.580322
	Iteration 15Q: 3 clusters Score -822215.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -822257.187500 Penalty: 2877.580322
	Iteration 16Q: 3 clusters Score -822257.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -822290.437500 Penalty: 2877.580322
	Iteration 17Q: 3 clusters Score -822290.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -822316.625000 Penalty: 2877.580322
	Iteration 18Q: 3 clusters Score -822316.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -822338.375000 Penalty: 2877.580322
	Iteration 19Q: 3 clusters Score -822338.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -822344.312500 Penalty: 2877.580322
	Iteration 20F: 3 clusters Score -822344.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -822350.625000 Penalty: 2877.580322
	Iteration 21Q: 3 clusters Score -822350.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -822352.625000 Penalty: 2877.580322
	Iteration 22Q: 3 clusters Score -822352.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -822355.812500 Penalty: 2877.580322
	Iteration 23Q: 3 clusters Score -822355.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -822357.375000 Penalty: 2877.580322
	Iteration 24Q: 3 clusters Score -822357.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -822357.125000 Penalty: 2877.580322
	Iteration 25Q: 3 clusters Score -822357.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -822358.437500 Penalty: 2877.580322
	Iteration 26Q: 3 clusters Score -822358.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -822359.125000 Penalty: 2877.580322
	Iteration 27Q: 3 clusters Score -822359.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -822360.937500 Penalty: 2877.580322
	Iteration 28Q: 3 clusters Score -822360.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -822360.437500 Penalty: 2877.580322
	Iteration 29Q: 3 clusters Score -822360.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -822360.562500 Penalty: 2877.580322
	Iteration 30Q: 3 clusters Score -822360.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -822360.750000 Penalty: 2877.580322
	Iteration 31Q: 3 clusters Score -822360.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -822360.750000 Penalty: 2877.580322
	Iteration 32F: 3 clusters Score -822360.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -105675.320312 Penalty: 1126.997681
	Iteration 0F: 2 clusters Score -105675.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -104289.718750 Penalty: 2253.995361
	Iteration 0F: 3 clusters Score -104289.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -104802.992188 Penalty: 2253.995361
	Iteration 1F: 3 clusters Score -104803 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -104990.671875 Penalty: 2253.995361
	Iteration 2F: 3 clusters Score -104990.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -105090.273438 Penalty: 2253.995361
	Iteration 3F: 3 clusters Score -105090.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -105161.257812 Penalty: 2253.995361
	Iteration 4Q: 3 clusters Score -105161.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -105214.437500 Penalty: 2253.995361
	Iteration 5Q: 3 clusters Score -105214.4 nChanged 28
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: -105270.859375 Penalty: 2253.995361
	Iteration 6Q: 3 clusters Score -105270.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -105282.437500 Penalty: 2253.995361
	Iteration 7Q: 3 clusters Score -105282.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -105299.734375 Penalty: 2253.995361
	Iteration 8Q: 3 clusters Score -105299.7 nChanged 6
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: -105304.992188 Penalty: 2253.995361
	Iteration 9Q: 3 clusters Score -105305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -105310.710938 Penalty: 2253.995361
	Iteration 10Q: 3 clusters Score -105310.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -105319.757812 Penalty: 2253.995361
	Iteration 11Q: 3 clusters Score -105319.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -105334.164062 Penalty: 2253.995361
	Iteration 12Q: 3 clusters Score -105334.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -105345.726562 Penalty: 2253.995361
	Iteration 13Q: 3 clusters Score -105345.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -105362.812500 Penalty: 2253.995361
	Iteration 14Q: 3 clusters Score -105362.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -105376.265625 Penalty: 2253.995361
	Iteration 15Q: 3 clusters Score -105376.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -105386.671875 Penalty: 2253.995361
	Iteration 16Q: 3 clusters Score -105386.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -105389.125000 Penalty: 2253.995361
	Iteration 17Q: 3 clusters Score -105389.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -105395.375000 Penalty: 2253.995361
	Iteration 18F: 3 clusters Score -105395.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -105404.234375 Penalty: 2253.995361
	Iteration 19Q: 3 clusters Score -105404.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -105405.359375 Penalty: 2253.995361
	Iteration 20F: 3 clusters Score -105405.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -105405.906250 Penalty: 2253.995361
	Iteration 21Q: 3 clusters Score -105405.9 nChanged 1
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: -105406.773438 Penalty: 2253.995361
	Iteration 22Q: 3 clusters Score -105406.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -105407.156250 Penalty: 2253.995361
	Iteration 23Q: 3 clusters Score -105407.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -105407.882812 Penalty: 2253.995361
	Iteration 24Q: 3 clusters Score -105407.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -105410.367188 Penalty: 2253.995361
	Iteration 25Q: 3 clusters Score -105410.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -105411.851562 Penalty: 2253.995361
	Iteration 26Q: 3 clusters Score -105411.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -105411.851562 Penalty: 2253.995361
	Iteration 27F: 3 clusters Score -105411.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (66233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66233 members 
Entering Unmasked Estep 
Score: -8390065.000000 Penalty: 1803.901733
	Iteration 0F: 2 clusters Score -8390065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -8345827.500000 Penalty: 3607.803467
	Iteration 0F: 3 clusters Score -8345828 nChanged 31355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -8363860.000000 Penalty: 3607.803467
	Iteration 1F: 3 clusters Score -8363860 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -8364433.000000 Penalty: 3607.803467
	Iteration 2Q: 3 clusters Score -8364433 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -8365103.000000 Penalty: 3607.803467
	Iteration 3Q: 3 clusters Score -8365103 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -8365916.500000 Penalty: 3607.803467
	Iteration 4Q: 3 clusters Score -8365916 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -8366712.000000 Penalty: 3607.803467
	Iteration 5Q: 3 clusters Score -8366712 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -8367678.000000 Penalty: 3607.803467
	Iteration 6Q: 3 clusters Score -8367678 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -8368750.000000 Penalty: 3607.803467
	Iteration 7Q: 3 clusters Score -8368750 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -8370056.500000 Penalty: 3607.803467
	Iteration 8Q: 3 clusters Score -8370056 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -8371733.000000 Penalty: 3607.803467
	Iteration 9Q: 3 clusters Score -8371733 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -8373783.000000 Penalty: 3607.803467
	Iteration 10F: 3 clusters Score -8373783 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -8376094.500000 Penalty: 3607.803467
	Iteration 11F: 3 clusters Score -8376094 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -8378327.000000 Penalty: 3607.803467
	Iteration 12F: 3 clusters Score -8378327 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -8379726.000000 Penalty: 3607.803467
	Iteration 13Q: 3 clusters Score -8379726 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -8380398.000000 Penalty: 3607.803467
	Iteration 14Q: 3 clusters Score -8380398 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -8380762.500000 Penalty: 3607.803467
	Iteration 15Q: 3 clusters Score -8380762 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -8380996.000000 Penalty: 3607.803467
	Iteration 16Q: 3 clusters Score -8380996 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -8381122.500000 Penalty: 3607.803467
	Iteration 17Q: 3 clusters Score -8381122 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -8381249.000000 Penalty: 3607.803467
	Iteration 18Q: 3 clusters Score -8381249 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -8381387.000000 Penalty: 3607.803467
	Iteration 19Q: 3 clusters Score -8381387 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -8381557.000000 Penalty: 3607.803467
	Iteration 20F: 3 clusters Score -8381557 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 42758 members 
Entering Unmasked Estep 
Score: -8381688.000000 Penalty: 3607.803467
	Iteration 21Q: 3 clusters Score -8381688 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -8381861.000000 Penalty: 3607.803467
	Iteration 22Q: 3 clusters Score -8381861 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -8381928.000000 Penalty: 3607.803467
	Iteration 23Q: 3 clusters Score -8381928 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -8382068.000000 Penalty: 3607.803467
	Iteration 24Q: 3 clusters Score -8382068 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 44750 members 
Entering Unmasked Estep 
Score: -8382211.000000 Penalty: 3607.803467
	Iteration 25Q: 3 clusters Score -8382211 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -8382404.000000 Penalty: 3607.803467
	Iteration 26Q: 3 clusters Score -8382404 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -8382579.000000 Penalty: 3607.803467
	Iteration 27Q: 3 clusters Score -8382579 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 46585 members 
Entering Unmasked Estep 
Score: -8382746.500000 Penalty: 3607.803467
	Iteration 28Q: 3 clusters Score -8382746 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -8382920.500000 Penalty: 3607.803467
	Iteration 29Q: 3 clusters Score -8382920 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -8383107.500000 Penalty: 3607.803467
	Iteration 30Q: 3 clusters Score -8383108 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -8383287.500000 Penalty: 3607.803467
	Iteration 31Q: 3 clusters Score -8383288 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 49381 members 
Entering Unmasked Estep 
Score: -8383557.500000 Penalty: 3607.803467
	Iteration 32Q: 3 clusters Score -8383558 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 50141 members 
Entering Unmasked Estep 
Score: -8383801.000000 Penalty: 3607.803467
	Iteration 33Q: 3 clusters Score -8383801 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -8383977.500000 Penalty: 3607.803467
	Iteration 34Q: 3 clusters Score -8383978 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 51665 members 
Entering Unmasked Estep 
Score: -8384183.000000 Penalty: 3607.803467
	Iteration 35Q: 3 clusters Score -8384183 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 52445 members 
Entering Unmasked Estep 
Score: -8384408.500000 Penalty: 3607.803467
	Iteration 36Q: 3 clusters Score -8384408 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 53188 members 
Entering Unmasked Estep 
Score: -8384596.000000 Penalty: 3607.803467
	Iteration 37Q: 3 clusters Score -8384596 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 53911 members 
Entering Unmasked Estep 
Score: -8384812.500000 Penalty: 3607.803467
	Iteration 38Q: 3 clusters Score -8384812 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -8385003.500000 Penalty: 3607.803467
	Iteration 39Q: 3 clusters Score -8385004 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 55392 members 
Entering Unmasked Estep 
Score: -8385228.500000 Penalty: 3607.803467
	Iteration 40F: 3 clusters Score -8385228 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 56161 members 
Entering Unmasked Estep 
Score: -8385529.500000 Penalty: 3607.803467
	Iteration 41Q: 3 clusters Score -8385530 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 56934 members 
Entering Unmasked Estep 
Score: -8385794.000000 Penalty: 3607.803467
	Iteration 42Q: 3 clusters Score -8385794 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 57680 members 
Entering Unmasked Estep 
Score: -8386071.000000 Penalty: 3607.803467
	Iteration 43Q: 3 clusters Score -8386071 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 58402 members 
Entering Unmasked Estep 
Score: -8386303.000000 Penalty: 3607.803467
	Iteration 44Q: 3 clusters Score -8386303 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 59060 members 
Entering Unmasked Estep 
Score: -8386546.500000 Penalty: 3607.803467
	Iteration 45Q: 3 clusters Score -8386546 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 59720 members 
Entering Unmasked Estep 
Score: -8386767.000000 Penalty: 3607.803467
	Iteration 46Q: 3 clusters Score -8386767 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 60330 members 
Entering Unmasked Estep 
Score: -8386994.000000 Penalty: 3607.803467
	Iteration 47Q: 3 clusters Score -8386994 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 60888 members 
Entering Unmasked Estep 
Score: -8387224.000000 Penalty: 3607.803467
	Iteration 48Q: 3 clusters Score -8387224 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 61362 members 
Entering Unmasked Estep 
Score: -8387354.000000 Penalty: 3607.803467
	Iteration 49Q: 3 clusters Score -8387354 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 61785 members 
Entering Unmasked Estep 
Score: -8387493.000000 Penalty: 3607.803467
	Iteration 50Q: 3 clusters Score -8387493 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 62148 members 
Entering Unmasked Estep 
Score: -8387595.500000 Penalty: 3607.803467
	Iteration 51Q: 3 clusters Score -8387596 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 62464 members 
Entering Unmasked Estep 
Score: -8387692.500000 Penalty: 3607.803467
	Iteration 52Q: 3 clusters Score -8387692 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 62719 members 
Entering Unmasked Estep 
Score: -8387726.000000 Penalty: 3607.803467
	Iteration 53Q: 3 clusters Score -8387726 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 62936 members 
Entering Unmasked Estep 
Score: -8387817.500000 Penalty: 3607.803467
	Iteration 54Q: 3 clusters Score -8387818 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 63139 members 
Entering Unmasked Estep 
Score: -8387893.500000 Penalty: 3607.803467
	Iteration 55Q: 3 clusters Score -8387894 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 63344 members 
Entering Unmasked Estep 
Score: -8387958.500000 Penalty: 3607.803467
	Iteration 56Q: 3 clusters Score -8387958 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 63529 members 
Entering Unmasked Estep 
Score: -8388018.000000 Penalty: 3607.803467
	Iteration 57Q: 3 clusters Score -8388018 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 63703 members 
Entering Unmasked Estep 
Score: -8388091.500000 Penalty: 3607.803467
	Iteration 58Q: 3 clusters Score -8388092 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 63874 members 
Entering Unmasked Estep 
Score: -8388136.000000 Penalty: 3607.803467
	Iteration 59Q: 3 clusters Score -8388136 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 64043 members 
Entering Unmasked Estep 
Score: -8388206.500000 Penalty: 3607.803467
	Iteration 60F: 3 clusters Score -8388206 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 64196 members 
Entering Unmasked Estep 
Score: -8388264.500000 Penalty: 3607.803467
	Iteration 61Q: 3 clusters Score -8388264 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 64330 members 
Entering Unmasked Estep 
Score: -8388323.500000 Penalty: 3607.803467
	Iteration 62Q: 3 clusters Score -8388324 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 64449 members 
Entering Unmasked Estep 
Score: -8388334.000000 Penalty: 3607.803467
	Iteration 63Q: 3 clusters Score -8388334 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 64535 members 
Entering Unmasked Estep 
Score: -8388353.000000 Penalty: 3607.803467
	Iteration 64Q: 3 clusters Score -8388353 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 64617 members 
Entering Unmasked Estep 
Score: -8388382.000000 Penalty: 3607.803467
	Iteration 65Q: 3 clusters Score -8388382 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 64699 members 
Entering Unmasked Estep 
Score: -8388397.000000 Penalty: 3607.803467
	Iteration 66Q: 3 clusters Score -8388397 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 64757 members 
Entering Unmasked Estep 
Score: -8388419.000000 Penalty: 3607.803467
	Iteration 67Q: 3 clusters Score -8388419 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 64806 members 
Entering Unmasked Estep 
Score: -8388433.500000 Penalty: 3607.803467
	Iteration 68Q: 3 clusters Score -8388434 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 64863 members 
Entering Unmasked Estep 
Score: -8388464.000000 Penalty: 3607.803467
	Iteration 69Q: 3 clusters Score -8388464 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 64896 members 
Entering Unmasked Estep 
Score: -8388478.500000 Penalty: 3607.803467
	Iteration 70Q: 3 clusters Score -8388478 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 64933 members 
Entering Unmasked Estep 
Score: -8388478.000000 Penalty: 3607.803467
	Iteration 71Q: 3 clusters Score -8388478 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 64969 members 
Entering Unmasked Estep 
Score: -8388499.000000 Penalty: 3607.803467
	Iteration 72Q: 3 clusters Score -8388499 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 64997 members 
Entering Unmasked Estep 
Score: -8388495.000000 Penalty: 3607.803467
	Iteration 73Q: 3 clusters Score -8388495 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 65016 members 
Entering Unmasked Estep 
Score: -8388512.500000 Penalty: 3607.803467
	Iteration 74Q: 3 clusters Score -8388512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 65035 members 
Entering Unmasked Estep 
Score: -8388516.500000 Penalty: 3607.803467
	Iteration 75Q: 3 clusters Score -8388516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 65048 members 
Entering Unmasked Estep 
Score: -8388526.500000 Penalty: 3607.803467
	Iteration 76Q: 3 clusters Score -8388526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 65062 members 
Entering Unmasked Estep 
Score: -8388534.000000 Penalty: 3607.803467
	Iteration 77Q: 3 clusters Score -8388534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 65071 members 
Entering Unmasked Estep 
Score: -8388531.000000 Penalty: 3607.803467
	Iteration 78Q: 3 clusters Score -8388531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 65083 members 
Entering Unmasked Estep 
Score: -8388536.500000 Penalty: 3607.803467
	Iteration 79Q: 3 clusters Score -8388536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 65093 members 
Entering Unmasked Estep 
Score: -8388542.500000 Penalty: 3607.803467
	Iteration 80F: 3 clusters Score -8388542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 65109 members 
Entering Unmasked Estep 
Score: -8388549.500000 Penalty: 3607.803467
	Iteration 81Q: 3 clusters Score -8388550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 65128 members 
Entering Unmasked Estep 
Score: -8388559.000000 Penalty: 3607.803467
	Iteration 82Q: 3 clusters Score -8388559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 65146 members 
Entering Unmasked Estep 
Score: -8388569.000000 Penalty: 3607.803467
	Iteration 83Q: 3 clusters Score -8388569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 65159 members 
Entering Unmasked Estep 
Score: -8388568.500000 Penalty: 3607.803467
	Iteration 84Q: 3 clusters Score -8388568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 65172 members 
Entering Unmasked Estep 
Score: -8388567.000000 Penalty: 3607.803467
	Iteration 85Q: 3 clusters Score -8388567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 65181 members 
Entering Unmasked Estep 
Score: -8388580.000000 Penalty: 3607.803467
	Iteration 86Q: 3 clusters Score -8388580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 65192 members 
Entering Unmasked Estep 
Score: -8388590.000000 Penalty: 3607.803467
	Iteration 87Q: 3 clusters Score -8388590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 65206 members 
Entering Unmasked Estep 
Score: -8388591.000000 Penalty: 3607.803467
	Iteration 88Q: 3 clusters Score -8388591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 65218 members 
Entering Unmasked Estep 
Score: -8388600.000000 Penalty: 3607.803467
	Iteration 89Q: 3 clusters Score -8388600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 65230 members 
Entering Unmasked Estep 
Score: -8388604.500000 Penalty: 3607.803467
	Iteration 90Q: 3 clusters Score -8388604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 65243 members 
Entering Unmasked Estep 
Score: -8388610.000000 Penalty: 3607.803467
	Iteration 91Q: 3 clusters Score -8388610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 65257 members 
Entering Unmasked Estep 
Score: -8388607.500000 Penalty: 3607.803467
	Iteration 92Q: 3 clusters Score -8388608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 65271 members 
Entering Unmasked Estep 
Score: -8388618.000000 Penalty: 3607.803467
	Iteration 93Q: 3 clusters Score -8388618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 65278 members 
Entering Unmasked Estep 
Score: -8388618.000000 Penalty: 3607.803467
	Iteration 94Q: 3 clusters Score -8388618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 65282 members 
Entering Unmasked Estep 
Score: -8388618.000000 Penalty: 3607.803467
	Iteration 95Q: 3 clusters Score -8388618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 65285 members 
Entering Unmasked Estep 
Score: -8388615.000000 Penalty: 3607.803467
	Iteration 96Q: 3 clusters Score -8388615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 65291 members 
Entering Unmasked Estep 
Score: -8388616.000000 Penalty: 3607.803467
	Iteration 97Q: 3 clusters Score -8388616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 65293 members 
Entering Unmasked Estep 
Score: -8388624.000000 Penalty: 3607.803467
	Iteration 98Q: 3 clusters Score -8388624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 65293 members 
Entering Unmasked Estep 
Score: -8388624.000000 Penalty: 3607.803467
	Iteration 99F: 3 clusters Score -8388624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Entering Unmasked Estep 
Score: -4328797.500000 Penalty: 1701.254028
	Iteration 0F: 2 clusters Score -4328798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -4304986.000000 Penalty: 3402.508057
	Iteration 0F: 3 clusters Score -4304986 nChanged 16425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -4314334.000000 Penalty: 3402.508057
	Iteration 1F: 3 clusters Score -4314334 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -4314862.000000 Penalty: 3402.508057
	Iteration 2Q: 3 clusters Score -4314862 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -4315468.500000 Penalty: 3402.508057
	Iteration 3Q: 3 clusters Score -4315468 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -4316206.000000 Penalty: 3402.508057
	Iteration 4Q: 3 clusters Score -4316206 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -4317180.500000 Penalty: 3402.508057
	Iteration 5Q: 3 clusters Score -4317180 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -4318462.000000 Penalty: 3402.508057
	Iteration 6F: 3 clusters Score -4318462 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -4320041.500000 Penalty: 3402.508057
	Iteration 7F: 3 clusters Score -4320042 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -4321749.000000 Penalty: 3402.508057
	Iteration 8F: 3 clusters Score -4321749 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -4323415.000000 Penalty: 3402.508057
	Iteration 9F: 3 clusters Score -4323415 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -4324859.000000 Penalty: 3402.508057
	Iteration 10Q: 3 clusters Score -4324859 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -4325902.500000 Penalty: 3402.508057
	Iteration 11Q: 3 clusters Score -4325902 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4326620.000000 Penalty: 3402.508057
	Iteration 12Q: 3 clusters Score -4326620 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4327044.000000 Penalty: 3402.508057
	Iteration 13Q: 3 clusters Score -4327044 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4327271.000000 Penalty: 3402.508057
	Iteration 14Q: 3 clusters Score -4327271 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4327383.000000 Penalty: 3402.508057
	Iteration 15Q: 3 clusters Score -4327383 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4327469.500000 Penalty: 3402.508057
	Iteration 16Q: 3 clusters Score -4327470 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4327527.500000 Penalty: 3402.508057
	Iteration 17Q: 3 clusters Score -4327528 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4327567.000000 Penalty: 3402.508057
	Iteration 18Q: 3 clusters Score -4327567 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4327616.000000 Penalty: 3402.508057
	Iteration 19Q: 3 clusters Score -4327616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4327624.500000 Penalty: 3402.508057
	Iteration 20F: 3 clusters Score -4327624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4327643.500000 Penalty: 3402.508057
	Iteration 21Q: 3 clusters Score -4327644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4327658.000000 Penalty: 3402.508057
	Iteration 22Q: 3 clusters Score -4327658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4327674.500000 Penalty: 3402.508057
	Iteration 23Q: 3 clusters Score -4327674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4327684.500000 Penalty: 3402.508057
	Iteration 24Q: 3 clusters Score -4327684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4327708.000000 Penalty: 3402.508057
	Iteration 25Q: 3 clusters Score -4327708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4327725.000000 Penalty: 3402.508057
	Iteration 26Q: 3 clusters Score -4327725 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4327751.500000 Penalty: 3402.508057
	Iteration 27Q: 3 clusters Score -4327752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4327783.500000 Penalty: 3402.508057
	Iteration 28Q: 3 clusters Score -4327784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4327802.000000 Penalty: 3402.508057
	Iteration 29Q: 3 clusters Score -4327802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4327818.500000 Penalty: 3402.508057
	Iteration 30Q: 3 clusters Score -4327818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4327833.500000 Penalty: 3402.508057
	Iteration 31Q: 3 clusters Score -4327834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4327838.000000 Penalty: 3402.508057
	Iteration 32Q: 3 clusters Score -4327838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4327839.500000 Penalty: 3402.508057
	Iteration 33Q: 3 clusters Score -4327840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4327844.500000 Penalty: 3402.508057
	Iteration 34Q: 3 clusters Score -4327844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4327849.500000 Penalty: 3402.508057
	Iteration 35Q: 3 clusters Score -4327850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4327852.000000 Penalty: 3402.508057
	Iteration 36Q: 3 clusters Score -4327852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4327850.500000 Penalty: 3402.508057
	Iteration 37Q: 3 clusters Score -4327850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4327851.500000 Penalty: 3402.508057
	Iteration 38Q: 3 clusters Score -4327852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4327849.000000 Penalty: 3402.508057
	Iteration 39Q: 3 clusters Score -4327849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4327854.500000 Penalty: 3402.508057
	Iteration 40F: 3 clusters Score -4327854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4327856.500000 Penalty: 3402.508057
	Iteration 41Q: 3 clusters Score -4327856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4327853.500000 Penalty: 3402.508057
	Iteration 42Q: 3 clusters Score -4327854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4327853.500000 Penalty: 3402.508057
	Iteration 43F: 3 clusters Score -4327854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (105372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105372 members 
Entering Unmasked Estep 
Score: -13213419.000000 Penalty: 1879.353516
	Iteration 0F: 2 clusters Score -1.321342e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52625 members 
Mstep: Class 2 contains 52747 members 
Entering Unmasked Estep 
Score: -13145139.000000 Penalty: 3758.707031
	Iteration 0F: 3 clusters Score -1.314514e+07 nChanged 50431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52180 members 
Mstep: Class 2 contains 53192 members 
Entering Unmasked Estep 
Score: -13174915.000000 Penalty: 3758.707031
	Iteration 1F: 3 clusters Score -1.317492e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52198 members 
Mstep: Class 2 contains 53174 members 
Entering Unmasked Estep 
Score: -13176287.000000 Penalty: 3758.707031
	Iteration 2Q: 3 clusters Score -1.317629e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52240 members 
Mstep: Class 2 contains 53132 members 
Entering Unmasked Estep 
Score: -13178060.000000 Penalty: 3758.707031
	Iteration 3Q: 3 clusters Score -1.317806e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52267 members 
Mstep: Class 2 contains 53105 members 
Entering Unmasked Estep 
Score: -13180995.000000 Penalty: 3758.707031
	Iteration 4F: 3 clusters Score -1.3181e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52373 members 
Mstep: Class 2 contains 52999 members 
Entering Unmasked Estep 
Score: -13185648.000000 Penalty: 3758.707031
	Iteration 5F: 3 clusters Score -1.318565e+07 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52737 members 
Mstep: Class 2 contains 52635 members 
Entering Unmasked Estep 
Score: -13192260.000000 Penalty: 3758.707031
	Iteration 6F: 3 clusters Score -1.319226e+07 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53564 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -13197868.000000 Penalty: 3758.707031
	Iteration 7F: 3 clusters Score -1.319787e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54936 members 
Mstep: Class 2 contains 50436 members 
Entering Unmasked Estep 
Score: -13200356.000000 Penalty: 3758.707031
	Iteration 8F: 3 clusters Score -1.320036e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56771 members 
Mstep: Class 2 contains 48601 members 
Entering Unmasked Estep 
Score: -13201268.000000 Penalty: 3758.707031
	Iteration 9Q: 3 clusters Score -1.320127e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58668 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
Score: -13201691.000000 Penalty: 3758.707031
	Iteration 10Q: 3 clusters Score -1.320169e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60396 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -13201949.000000 Penalty: 3758.707031
	Iteration 11Q: 3 clusters Score -1.320195e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61719 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -13202066.000000 Penalty: 3758.707031
	Iteration 12Q: 3 clusters Score -1.320207e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63218 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -13202198.000000 Penalty: 3758.707031
	Iteration 13Q: 3 clusters Score -1.32022e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64881 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -13202352.000000 Penalty: 3758.707031
	Iteration 14Q: 3 clusters Score -1.320235e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66685 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -13202452.000000 Penalty: 3758.707031
	Iteration 15Q: 3 clusters Score -1.320245e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68659 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -13202569.000000 Penalty: 3758.707031
	Iteration 16Q: 3 clusters Score -1.320257e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70771 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -13202571.000000 Penalty: 3758.707031
	Iteration 17Q: 3 clusters Score -1.320257e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72949 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -13202565.000000 Penalty: 3758.707031
	Iteration 18Q: 3 clusters Score -1.320256e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75264 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -13202626.000000 Penalty: 3758.707031
	Iteration 19Q: 3 clusters Score -1.320263e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77774 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -13202795.000000 Penalty: 3758.707031
	Iteration 20F: 3 clusters Score -1.32028e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80398 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -13203005.000000 Penalty: 3758.707031
	Iteration 21Q: 3 clusters Score -1.3203e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83172 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -13203256.000000 Penalty: 3758.707031
	Iteration 22Q: 3 clusters Score -1.320326e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86138 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -13203792.000000 Penalty: 3758.707031
	Iteration 23Q: 3 clusters Score -1.320379e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89310 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -13204367.000000 Penalty: 3758.707031
	Iteration 24Q: 3 clusters Score -1.320437e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92483 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -13206720.000000 Penalty: 3758.707031
	Iteration 25Q: 3 clusters Score -1.320672e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95083 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -13208631.000000 Penalty: 3758.707031
	Iteration 26Q: 3 clusters Score -1.320863e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97198 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -13209909.000000 Penalty: 3758.707031
	Iteration 27Q: 3 clusters Score -1.320991e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98891 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -13210673.000000 Penalty: 3758.707031
	Iteration 28Q: 3 clusters Score -1.321067e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100244 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -13211173.000000 Penalty: 3758.707031
	Iteration 29Q: 3 clusters Score -1.321117e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101258 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -13211524.000000 Penalty: 3758.707031
	Iteration 30Q: 3 clusters Score -1.321152e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102069 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -13211791.000000 Penalty: 3758.707031
	Iteration 31Q: 3 clusters Score -1.321179e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102686 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -13211870.000000 Penalty: 3758.707031
	Iteration 32Q: 3 clusters Score -1.321187e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103136 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -13211950.000000 Penalty: 3758.707031
	Iteration 33Q: 3 clusters Score -1.321195e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103455 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -13212042.000000 Penalty: 3758.707031
	Iteration 34Q: 3 clusters Score -1.321204e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103694 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -13212068.000000 Penalty: 3758.707031
	Iteration 35Q: 3 clusters Score -1.321207e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103858 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -13212112.000000 Penalty: 3758.707031
	Iteration 36Q: 3 clusters Score -1.321211e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104000 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -13212120.000000 Penalty: 3758.707031
	Iteration 37Q: 3 clusters Score -1.321212e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104106 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -13212124.000000 Penalty: 3758.707031
	Iteration 38Q: 3 clusters Score -1.321212e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104180 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -13212150.000000 Penalty: 3758.707031
	Iteration 39Q: 3 clusters Score -1.321215e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104229 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -13212156.000000 Penalty: 3758.707031
	Iteration 40F: 3 clusters Score -1.321216e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104270 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -13212168.000000 Penalty: 3758.707031
	Iteration 41Q: 3 clusters Score -1.321217e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104315 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -13212155.000000 Penalty: 3758.707031
	Iteration 42Q: 3 clusters Score -1.321216e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104354 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -13212158.000000 Penalty: 3758.707031
	Iteration 43Q: 3 clusters Score -1.321216e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104375 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -13212182.000000 Penalty: 3758.707031
	Iteration 44Q: 3 clusters Score -1.321218e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104399 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -13212192.000000 Penalty: 3758.707031
	Iteration 45Q: 3 clusters Score -1.321219e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104420 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -13212176.000000 Penalty: 3758.707031
	Iteration 46Q: 3 clusters Score -1.321218e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104439 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -13212191.000000 Penalty: 3758.707031
	Iteration 47Q: 3 clusters Score -1.321219e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104456 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -13212175.000000 Penalty: 3758.707031
	Iteration 48Q: 3 clusters Score -1.321218e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104468 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -13212198.000000 Penalty: 3758.707031
	Iteration 49Q: 3 clusters Score -1.32122e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104475 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -13212193.000000 Penalty: 3758.707031
	Iteration 50Q: 3 clusters Score -1.321219e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104477 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -13212186.000000 Penalty: 3758.707031
	Iteration 51Q: 3 clusters Score -1.321219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104482 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -13212198.000000 Penalty: 3758.707031
	Iteration 52Q: 3 clusters Score -1.32122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104491 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -13212198.000000 Penalty: 3758.707031
	Iteration 53Q: 3 clusters Score -1.32122e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104499 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -13212181.000000 Penalty: 3758.707031
	Iteration 54Q: 3 clusters Score -1.321218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104505 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -13212184.000000 Penalty: 3758.707031
	Iteration 55Q: 3 clusters Score -1.321218e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104515 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -13212188.000000 Penalty: 3758.707031
	Iteration 56Q: 3 clusters Score -1.321219e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104521 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -13212197.000000 Penalty: 3758.707031
	Iteration 57Q: 3 clusters Score -1.32122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104527 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -13212204.000000 Penalty: 3758.707031
	Iteration 58Q: 3 clusters Score -1.32122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104530 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -13212199.000000 Penalty: 3758.707031
	Iteration 59Q: 3 clusters Score -1.32122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104535 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -13212200.000000 Penalty: 3758.707031
	Iteration 60F: 3 clusters Score -1.32122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104533 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -13212197.000000 Penalty: 3758.707031
	Iteration 61Q: 3 clusters Score -1.32122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104532 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -13212194.000000 Penalty: 3758.707031
	Iteration 62Q: 3 clusters Score -1.321219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104534 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -13212207.000000 Penalty: 3758.707031
	Iteration 63Q: 3 clusters Score -1.321221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104532 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -13212199.000000 Penalty: 3758.707031
	Iteration 64Q: 3 clusters Score -1.32122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104533 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -13212195.000000 Penalty: 3758.707031
	Iteration 65Q: 3 clusters Score -1.32122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104537 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -13212200.000000 Penalty: 3758.707031
	Iteration 66Q: 3 clusters Score -1.32122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104537 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -13212205.000000 Penalty: 3758.707031
	Iteration 67Q: 3 clusters Score -1.32122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104537 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -13212210.000000 Penalty: 3758.707031
	Iteration 68Q: 3 clusters Score -1.321221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104537 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -13212210.000000 Penalty: 3758.707031
	Iteration 69F: 3 clusters Score -1.321221e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Entering Unmasked Estep 
Score: -439751.718750 Penalty: 1327.425049
	Iteration 0F: 2 clusters Score -439751.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -436688.437500 Penalty: 2654.850098
	Iteration 0F: 3 clusters Score -436688.4 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -437593.218750 Penalty: 2654.850098
	Iteration 1F: 3 clusters Score -437593.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -437887.906250 Penalty: 2654.850098
	Iteration 2F: 3 clusters Score -437887.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -438239.562500 Penalty: 2654.850098
	Iteration 3F: 3 clusters Score -438239.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -438509.750000 Penalty: 2654.850098
	Iteration 4F: 3 clusters Score -438509.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -438703.937500 Penalty: 2654.850098
	Iteration 5F: 3 clusters Score -438703.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -438885.750000 Penalty: 2654.850098
	Iteration 6F: 3 clusters Score -438885.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -439028.156250 Penalty: 2654.850098
	Iteration 7F: 3 clusters Score -439028.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -439149.656250 Penalty: 2654.850098
	Iteration 8Q: 3 clusters Score -439149.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -439247.625000 Penalty: 2654.850098
	Iteration 9Q: 3 clusters Score -439247.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -439316.468750 Penalty: 2654.850098
	Iteration 10Q: 3 clusters Score -439316.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -439387.843750 Penalty: 2654.850098
	Iteration 11Q: 3 clusters Score -439387.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -439462.656250 Penalty: 2654.850098
	Iteration 12Q: 3 clusters Score -439462.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -439516.000000 Penalty: 2654.850098
	Iteration 13Q: 3 clusters Score -439516 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -439582.187500 Penalty: 2654.850098
	Iteration 14Q: 3 clusters Score -439582.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -439642.906250 Penalty: 2654.850098
	Iteration 15Q: 3 clusters Score -439642.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -439670.531250 Penalty: 2654.850098
	Iteration 16Q: 3 clusters Score -439670.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -439685.312500 Penalty: 2654.850098
	Iteration 17Q: 3 clusters Score -439685.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -439697.000000 Penalty: 2654.850098
	Iteration 18Q: 3 clusters Score -439697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -439704.625000 Penalty: 2654.850098
	Iteration 19Q: 3 clusters Score -439704.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -439710.375000 Penalty: 2654.850098
	Iteration 20F: 3 clusters Score -439710.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -439714.718750 Penalty: 2654.850098
	Iteration 21Q: 3 clusters Score -439714.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -439717.156250 Penalty: 2654.850098
	Iteration 22Q: 3 clusters Score -439717.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -439718.593750 Penalty: 2654.850098
	Iteration 23Q: 3 clusters Score -439718.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -439718.593750 Penalty: 2654.850098
	Iteration 24F: 3 clusters Score -439718.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Entering Unmasked Estep 
Score: -853790.937500 Penalty: 1443.208130
	Iteration 0F: 2 clusters Score -853790.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -848494.250000 Penalty: 2886.416260
	Iteration 0F: 3 clusters Score -848494.2 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -850149.750000 Penalty: 2886.416260
	Iteration 1F: 3 clusters Score -850149.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -850445.937500 Penalty: 2886.416260
	Iteration 2F: 3 clusters Score -850445.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -850692.562500 Penalty: 2886.416260
	Iteration 3F: 3 clusters Score -850692.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -850910.250000 Penalty: 2886.416260
	Iteration 4F: 3 clusters Score -850910.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -851135.125000 Penalty: 2886.416260
	Iteration 5F: 3 clusters Score -851135.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -851322.312500 Penalty: 2886.416260
	Iteration 6Q: 3 clusters Score -851322.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -851497.000000 Penalty: 2886.416260
	Iteration 7Q: 3 clusters Score -851497 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -851638.437500 Penalty: 2886.416260
	Iteration 8Q: 3 clusters Score -851638.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -851754.375000 Penalty: 2886.416260
	Iteration 9Q: 3 clusters Score -851754.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -851865.437500 Penalty: 2886.416260
	Iteration 10Q: 3 clusters Score -851865.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -851978.750000 Penalty: 2886.416260
	Iteration 11Q: 3 clusters Score -851978.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -852060.375000 Penalty: 2886.416260
	Iteration 12Q: 3 clusters Score -852060.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -852126.750000 Penalty: 2886.416260
	Iteration 13Q: 3 clusters Score -852126.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -852186.312500 Penalty: 2886.416260
	Iteration 14Q: 3 clusters Score -852186.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -852229.312500 Penalty: 2886.416260
	Iteration 15Q: 3 clusters Score -852229.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -852265.937500 Penalty: 2886.416260
	Iteration 16Q: 3 clusters Score -852265.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -852305.250000 Penalty: 2886.416260
	Iteration 17Q: 3 clusters Score -852305.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -852336.375000 Penalty: 2886.416260
	Iteration 18Q: 3 clusters Score -852336.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -852373.625000 Penalty: 2886.416260
	Iteration 19Q: 3 clusters Score -852373.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -852405.812500 Penalty: 2886.416260
	Iteration 20F: 3 clusters Score -852405.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -852438.062500 Penalty: 2886.416260
	Iteration 21Q: 3 clusters Score -852438.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -852468.562500 Penalty: 2886.416260
	Iteration 22Q: 3 clusters Score -852468.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -852492.187500 Penalty: 2886.416260
	Iteration 23Q: 3 clusters Score -852492.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -852527.562500 Penalty: 2886.416260
	Iteration 24Q: 3 clusters Score -852527.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -852568.812500 Penalty: 2886.416260
	Iteration 25Q: 3 clusters Score -852568.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -852609.312500 Penalty: 2886.416260
	Iteration 26Q: 3 clusters Score -852609.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -852654.937500 Penalty: 2886.416260
	Iteration 27Q: 3 clusters Score -852654.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -852676.687500 Penalty: 2886.416260
	Iteration 28Q: 3 clusters Score -852676.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -852694.437500 Penalty: 2886.416260
	Iteration 29Q: 3 clusters Score -852694.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -852716.375000 Penalty: 2886.416260
	Iteration 30Q: 3 clusters Score -852716.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -852725.250000 Penalty: 2886.416260
	Iteration 31Q: 3 clusters Score -852725.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -852739.312500 Penalty: 2886.416260
	Iteration 32Q: 3 clusters Score -852739.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -852752.562500 Penalty: 2886.416260
	Iteration 33Q: 3 clusters Score -852752.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -852762.250000 Penalty: 2886.416260
	Iteration 34Q: 3 clusters Score -852762.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -852775.125000 Penalty: 2886.416260
	Iteration 35Q: 3 clusters Score -852775.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -852789.375000 Penalty: 2886.416260
	Iteration 36Q: 3 clusters Score -852789.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -852795.187500 Penalty: 2886.416260
	Iteration 37Q: 3 clusters Score -852795.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -852801.000000 Penalty: 2886.416260
	Iteration 38Q: 3 clusters Score -852801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -852806.187500 Penalty: 2886.416260
	Iteration 39Q: 3 clusters Score -852806.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -852812.937500 Penalty: 2886.416260
	Iteration 40F: 3 clusters Score -852812.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -852815.500000 Penalty: 2886.416260
	Iteration 41Q: 3 clusters Score -852815.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -852820.625000 Penalty: 2886.416260
	Iteration 42Q: 3 clusters Score -852820.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -852827.312500 Penalty: 2886.416260
	Iteration 43Q: 3 clusters Score -852827.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -852834.937500 Penalty: 2886.416260
	Iteration 44Q: 3 clusters Score -852834.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -852840.437500 Penalty: 2886.416260
	Iteration 45Q: 3 clusters Score -852840.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -852843.250000 Penalty: 2886.416260
	Iteration 46Q: 3 clusters Score -852843.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -852844.375000 Penalty: 2886.416260
	Iteration 47Q: 3 clusters Score -852844.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -852846.812500 Penalty: 2886.416260
	Iteration 48Q: 3 clusters Score -852846.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -852850.875000 Penalty: 2886.416260
	Iteration 49Q: 3 clusters Score -852850.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -852851.687500 Penalty: 2886.416260
	Iteration 50Q: 3 clusters Score -852851.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -852852.187500 Penalty: 2886.416260
	Iteration 51Q: 3 clusters Score -852852.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -852854.000000 Penalty: 2886.416260
	Iteration 52Q: 3 clusters Score -852854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -852857.562500 Penalty: 2886.416260
	Iteration 53Q: 3 clusters Score -852857.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -852858.750000 Penalty: 2886.416260
	Iteration 54Q: 3 clusters Score -852858.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -852858.875000 Penalty: 2886.416260
	Iteration 55Q: 3 clusters Score -852858.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -852861.125000 Penalty: 2886.416260
	Iteration 56Q: 3 clusters Score -852861.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -852859.750000 Penalty: 2886.416260
	Iteration 57Q: 3 clusters Score -852859.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -852861.437500 Penalty: 2886.416260
	Iteration 58Q: 3 clusters Score -852861.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -852865.062500 Penalty: 2886.416260
	Iteration 59Q: 3 clusters Score -852865.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -852866.812500 Penalty: 2886.416260
	Iteration 60F: 3 clusters Score -852866.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -852866.375000 Penalty: 2886.416260
	Iteration 61Q: 3 clusters Score -852866.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -852867.187500 Penalty: 2886.416260
	Iteration 62Q: 3 clusters Score -852867.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -852867.187500 Penalty: 2886.416260
	Iteration 63F: 3 clusters Score -852867.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Entering Unmasked Estep 
Score: -1204877.500000 Penalty: 1492.165649
	Iteration 0F: 2 clusters Score -1204878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1197955.875000 Penalty: 2984.331299
	Iteration 0F: 3 clusters Score -1197956 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1200766.875000 Penalty: 2984.331299
	Iteration 1F: 3 clusters Score -1200767 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1201559.250000 Penalty: 2984.331299
	Iteration 2F: 3 clusters Score -1201559 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1202239.250000 Penalty: 2984.331299
	Iteration 3F: 3 clusters Score -1202239 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1202650.250000 Penalty: 2984.331299
	Iteration 4F: 3 clusters Score -1202650 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1202904.375000 Penalty: 2984.331299
	Iteration 5Q: 3 clusters Score -1202904 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1203040.375000 Penalty: 2984.331299
	Iteration 6Q: 3 clusters Score -1203040 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1203133.750000 Penalty: 2984.331299
	Iteration 7Q: 3 clusters Score -1203134 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1203190.875000 Penalty: 2984.331299
	Iteration 8Q: 3 clusters Score -1203191 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1203243.375000 Penalty: 2984.331299
	Iteration 9Q: 3 clusters Score -1203243 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1203286.125000 Penalty: 2984.331299
	Iteration 10Q: 3 clusters Score -1203286 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1203328.000000 Penalty: 2984.331299
	Iteration 11Q: 3 clusters Score -1203328 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1203368.250000 Penalty: 2984.331299
	Iteration 12Q: 3 clusters Score -1203368 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1203405.500000 Penalty: 2984.331299
	Iteration 13Q: 3 clusters Score -1203406 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1203446.625000 Penalty: 2984.331299
	Iteration 14Q: 3 clusters Score -1203447 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1203491.875000 Penalty: 2984.331299
	Iteration 15Q: 3 clusters Score -1203492 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1203546.625000 Penalty: 2984.331299
	Iteration 16Q: 3 clusters Score -1203547 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1203581.125000 Penalty: 2984.331299
	Iteration 17Q: 3 clusters Score -1203581 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1203606.750000 Penalty: 2984.331299
	Iteration 18Q: 3 clusters Score -1203607 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1203631.500000 Penalty: 2984.331299
	Iteration 19Q: 3 clusters Score -1203632 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1203663.250000 Penalty: 2984.331299
	Iteration 20F: 3 clusters Score -1203663 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1203686.750000 Penalty: 2984.331299
	Iteration 21Q: 3 clusters Score -1203687 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1203705.875000 Penalty: 2984.331299
	Iteration 22Q: 3 clusters Score -1203706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1203721.250000 Penalty: 2984.331299
	Iteration 23Q: 3 clusters Score -1203721 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1203738.000000 Penalty: 2984.331299
	Iteration 24Q: 3 clusters Score -1203738 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1203748.000000 Penalty: 2984.331299
	Iteration 25Q: 3 clusters Score -1203748 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1203757.750000 Penalty: 2984.331299
	Iteration 26Q: 3 clusters Score -1203758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1203768.000000 Penalty: 2984.331299
	Iteration 27Q: 3 clusters Score -1203768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1203781.500000 Penalty: 2984.331299
	Iteration 28Q: 3 clusters Score -1203782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1203786.000000 Penalty: 2984.331299
	Iteration 29Q: 3 clusters Score -1203786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1203789.250000 Penalty: 2984.331299
	Iteration 30Q: 3 clusters Score -1203789 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1203800.875000 Penalty: 2984.331299
	Iteration 31Q: 3 clusters Score -1203801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1203808.625000 Penalty: 2984.331299
	Iteration 32Q: 3 clusters Score -1203809 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1203819.375000 Penalty: 2984.331299
	Iteration 33Q: 3 clusters Score -1203819 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1203833.750000 Penalty: 2984.331299
	Iteration 34Q: 3 clusters Score -1203834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1203841.125000 Penalty: 2984.331299
	Iteration 35Q: 3 clusters Score -1203841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1203850.375000 Penalty: 2984.331299
	Iteration 36Q: 3 clusters Score -1203850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1203854.875000 Penalty: 2984.331299
	Iteration 37Q: 3 clusters Score -1203855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1203857.750000 Penalty: 2984.331299
	Iteration 38Q: 3 clusters Score -1203858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1203862.375000 Penalty: 2984.331299
	Iteration 39Q: 3 clusters Score -1203862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1203865.750000 Penalty: 2984.331299
	Iteration 40F: 3 clusters Score -1203866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1203871.125000 Penalty: 2984.331299
	Iteration 41Q: 3 clusters Score -1203871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1203872.625000 Penalty: 2984.331299
	Iteration 42Q: 3 clusters Score -1203873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1203875.375000 Penalty: 2984.331299
	Iteration 43Q: 3 clusters Score -1203875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1203876.375000 Penalty: 2984.331299
	Iteration 44Q: 3 clusters Score -1203876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1203878.250000 Penalty: 2984.331299
	Iteration 45Q: 3 clusters Score -1203878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1203879.375000 Penalty: 2984.331299
	Iteration 46Q: 3 clusters Score -1203879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1203879.750000 Penalty: 2984.331299
	Iteration 47Q: 3 clusters Score -1203880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1203880.750000 Penalty: 2984.331299
	Iteration 48Q: 3 clusters Score -1203881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1203880.500000 Penalty: 2984.331299
	Iteration 49Q: 3 clusters Score -1203880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1203881.625000 Penalty: 2984.331299
	Iteration 50Q: 3 clusters Score -1203882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1203882.750000 Penalty: 2984.331299
	Iteration 51Q: 3 clusters Score -1203883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1203882.750000 Penalty: 2984.331299
	Iteration 52F: 3 clusters Score -1203883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Entering Unmasked Estep 
Score: -1753119.750000 Penalty: 1552.167480
	Iteration 0F: 2 clusters Score -1753120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1743285.500000 Penalty: 3104.334961
	Iteration 0F: 3 clusters Score -1743286 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1746735.625000 Penalty: 3104.334961
	Iteration 1F: 3 clusters Score -1746736 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1747247.875000 Penalty: 3104.334961
	Iteration 2F: 3 clusters Score -1747248 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1748010.375000 Penalty: 3104.334961
	Iteration 3F: 3 clusters Score -1748010 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1748732.000000 Penalty: 3104.334961
	Iteration 4F: 3 clusters Score -1748732 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1749255.500000 Penalty: 3104.334961
	Iteration 5F: 3 clusters Score -1749256 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1749689.625000 Penalty: 3104.334961
	Iteration 6F: 3 clusters Score -1749690 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1750063.750000 Penalty: 3104.334961
	Iteration 7F: 3 clusters Score -1750064 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1750440.750000 Penalty: 3104.334961
	Iteration 8Q: 3 clusters Score -1750441 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1750780.750000 Penalty: 3104.334961
	Iteration 9Q: 3 clusters Score -1750781 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1751067.250000 Penalty: 3104.334961
	Iteration 10Q: 3 clusters Score -1751067 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1751274.250000 Penalty: 3104.334961
	Iteration 11Q: 3 clusters Score -1751274 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1751431.000000 Penalty: 3104.334961
	Iteration 12Q: 3 clusters Score -1751431 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1751587.625000 Penalty: 3104.334961
	Iteration 13Q: 3 clusters Score -1751588 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1751717.125000 Penalty: 3104.334961
	Iteration 14Q: 3 clusters Score -1751717 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1751841.875000 Penalty: 3104.334961
	Iteration 15Q: 3 clusters Score -1751842 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1751945.125000 Penalty: 3104.334961
	Iteration 16Q: 3 clusters Score -1751945 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1752018.000000 Penalty: 3104.334961
	Iteration 17Q: 3 clusters Score -1752018 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1752084.750000 Penalty: 3104.334961
	Iteration 18Q: 3 clusters Score -1752085 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1752138.000000 Penalty: 3104.334961
	Iteration 19Q: 3 clusters Score -1752138 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1752177.000000 Penalty: 3104.334961
	Iteration 20F: 3 clusters Score -1752177 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1752200.250000 Penalty: 3104.334961
	Iteration 21Q: 3 clusters Score -1752200 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1752223.500000 Penalty: 3104.334961
	Iteration 22Q: 3 clusters Score -1752224 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1752239.375000 Penalty: 3104.334961
	Iteration 23Q: 3 clusters Score -1752239 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1752253.625000 Penalty: 3104.334961
	Iteration 24Q: 3 clusters Score -1752254 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1752266.500000 Penalty: 3104.334961
	Iteration 25Q: 3 clusters Score -1752266 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1752273.625000 Penalty: 3104.334961
	Iteration 26Q: 3 clusters Score -1752274 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1752279.875000 Penalty: 3104.334961
	Iteration 27Q: 3 clusters Score -1752280 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1752287.750000 Penalty: 3104.334961
	Iteration 28Q: 3 clusters Score -1752288 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1752297.875000 Penalty: 3104.334961
	Iteration 29Q: 3 clusters Score -1752298 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1752303.500000 Penalty: 3104.334961
	Iteration 30Q: 3 clusters Score -1752304 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1752313.500000 Penalty: 3104.334961
	Iteration 31Q: 3 clusters Score -1752314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1752322.500000 Penalty: 3104.334961
	Iteration 32Q: 3 clusters Score -1752322 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1752323.750000 Penalty: 3104.334961
	Iteration 33Q: 3 clusters Score -1752324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1752334.250000 Penalty: 3104.334961
	Iteration 34Q: 3 clusters Score -1752334 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1752334.375000 Penalty: 3104.334961
	Iteration 35Q: 3 clusters Score -1752334 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1752334.625000 Penalty: 3104.334961
	Iteration 36Q: 3 clusters Score -1752335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1752337.250000 Penalty: 3104.334961
	Iteration 37Q: 3 clusters Score -1752337 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1752341.500000 Penalty: 3104.334961
	Iteration 38Q: 3 clusters Score -1752342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1752355.250000 Penalty: 3104.334961
	Iteration 39Q: 3 clusters Score -1752355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1752358.250000 Penalty: 3104.334961
	Iteration 40F: 3 clusters Score -1752358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1752360.625000 Penalty: 3104.334961
	Iteration 41Q: 3 clusters Score -1752361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1752364.000000 Penalty: 3104.334961
	Iteration 42Q: 3 clusters Score -1752364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1752360.375000 Penalty: 3104.334961
	Iteration 43Q: 3 clusters Score -1752360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1752364.000000 Penalty: 3104.334961
	Iteration 44Q: 3 clusters Score -1752364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1752359.125000 Penalty: 3104.334961
	Iteration 45Q: 3 clusters Score -1752359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1752359.250000 Penalty: 3104.334961
	Iteration 46Q: 3 clusters Score -1752359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1752361.250000 Penalty: 3104.334961
	Iteration 47Q: 3 clusters Score -1752361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1752364.750000 Penalty: 3104.334961
	Iteration 48Q: 3 clusters Score -1752365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1752367.750000 Penalty: 3104.334961
	Iteration 49Q: 3 clusters Score -1752368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1752370.625000 Penalty: 3104.334961
	Iteration 50Q: 3 clusters Score -1752371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1752367.375000 Penalty: 3104.334961
	Iteration 51Q: 3 clusters Score -1752367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1752373.000000 Penalty: 3104.334961
	Iteration 52Q: 3 clusters Score -1752373 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1752372.875000 Penalty: 3104.334961
	Iteration 53Q: 3 clusters Score -1752373 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1752374.625000 Penalty: 3104.334961
	Iteration 54Q: 3 clusters Score -1752375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1752376.500000 Penalty: 3104.334961
	Iteration 55Q: 3 clusters Score -1752376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1752383.000000 Penalty: 3104.334961
	Iteration 56Q: 3 clusters Score -1752383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1752382.375000 Penalty: 3104.334961
	Iteration 57Q: 3 clusters Score -1752382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1752382.125000 Penalty: 3104.334961
	Iteration 58Q: 3 clusters Score -1752382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1752381.750000 Penalty: 3104.334961
	Iteration 59Q: 3 clusters Score -1752382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1752383.750000 Penalty: 3104.334961
	Iteration 60F: 3 clusters Score -1752384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1752383.375000 Penalty: 3104.334961
	Iteration 61Q: 3 clusters Score -1752383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1752383.375000 Penalty: 3104.334961
	Iteration 62F: 3 clusters Score -1752383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Entering Unmasked Estep 
Score: -797182.687500 Penalty: 1423.548096
	Iteration 0F: 2 clusters Score -797182.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -792380.500000 Penalty: 2847.096191
	Iteration 0F: 3 clusters Score -792380.5 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -793811.812500 Penalty: 2847.096191
	Iteration 1F: 3 clusters Score -793811.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -794065.750000 Penalty: 2847.096191
	Iteration 2F: 3 clusters Score -794065.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -794377.562500 Penalty: 2847.096191
	Iteration 3F: 3 clusters Score -794377.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -794881.250000 Penalty: 2847.096191
	Iteration 4F: 3 clusters Score -794881.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -795443.687500 Penalty: 2847.096191
	Iteration 5F: 3 clusters Score -795443.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -795871.687500 Penalty: 2847.096191
	Iteration 6F: 3 clusters Score -795871.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -796137.812500 Penalty: 2847.096191
	Iteration 7F: 3 clusters Score -796137.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -796301.375000 Penalty: 2847.096191
	Iteration 8Q: 3 clusters Score -796301.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -796415.250000 Penalty: 2847.096191
	Iteration 9Q: 3 clusters Score -796415.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -796493.750000 Penalty: 2847.096191
	Iteration 10Q: 3 clusters Score -796493.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -796543.812500 Penalty: 2847.096191
	Iteration 11Q: 3 clusters Score -796543.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -796588.750000 Penalty: 2847.096191
	Iteration 12Q: 3 clusters Score -796588.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -796617.000000 Penalty: 2847.096191
	Iteration 13Q: 3 clusters Score -796617 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -796635.437500 Penalty: 2847.096191
	Iteration 14Q: 3 clusters Score -796635.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -796647.250000 Penalty: 2847.096191
	Iteration 15Q: 3 clusters Score -796647.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -796658.250000 Penalty: 2847.096191
	Iteration 16Q: 3 clusters Score -796658.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -796662.562500 Penalty: 2847.096191
	Iteration 17Q: 3 clusters Score -796662.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -796670.812500 Penalty: 2847.096191
	Iteration 18Q: 3 clusters Score -796670.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -796678.812500 Penalty: 2847.096191
	Iteration 19Q: 3 clusters Score -796678.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -796691.187500 Penalty: 2847.096191
	Iteration 20F: 3 clusters Score -796691.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -796710.625000 Penalty: 2847.096191
	Iteration 21Q: 3 clusters Score -796710.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -796734.875000 Penalty: 2847.096191
	Iteration 22Q: 3 clusters Score -796734.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -796777.937500 Penalty: 2847.096191
	Iteration 23Q: 3 clusters Score -796777.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -796806.500000 Penalty: 2847.096191
	Iteration 24Q: 3 clusters Score -796806.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -796824.187500 Penalty: 2847.096191
	Iteration 25Q: 3 clusters Score -796824.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -796838.125000 Penalty: 2847.096191
	Iteration 26Q: 3 clusters Score -796838.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -796849.437500 Penalty: 2847.096191
	Iteration 27Q: 3 clusters Score -796849.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -796853.687500 Penalty: 2847.096191
	Iteration 28Q: 3 clusters Score -796853.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -796862.187500 Penalty: 2847.096191
	Iteration 29Q: 3 clusters Score -796862.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -796865.125000 Penalty: 2847.096191
	Iteration 30Q: 3 clusters Score -796865.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -796873.437500 Penalty: 2847.096191
	Iteration 31Q: 3 clusters Score -796873.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -796875.437500 Penalty: 2847.096191
	Iteration 32Q: 3 clusters Score -796875.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -796878.562500 Penalty: 2847.096191
	Iteration 33Q: 3 clusters Score -796878.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -796879.750000 Penalty: 2847.096191
	Iteration 34Q: 3 clusters Score -796879.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -796882.750000 Penalty: 2847.096191
	Iteration 35Q: 3 clusters Score -796882.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -796885.125000 Penalty: 2847.096191
	Iteration 36Q: 3 clusters Score -796885.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -796886.562500 Penalty: 2847.096191
	Iteration 37Q: 3 clusters Score -796886.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -796889.812500 Penalty: 2847.096191
	Iteration 38Q: 3 clusters Score -796889.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -796889.437500 Penalty: 2847.096191
	Iteration 39Q: 3 clusters Score -796889.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -796889.437500 Penalty: 2847.096191
	Iteration 40F: 3 clusters Score -796889.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Entering Unmasked Estep 
Score: -339895.593750 Penalty: 1299.346802
	Iteration 0F: 2 clusters Score -339895.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -337220.375000 Penalty: 2598.693604
	Iteration 0F: 3 clusters Score -337220.4 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -337949.656250 Penalty: 2598.693604
	Iteration 1F: 3 clusters Score -337949.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -338131.750000 Penalty: 2598.693604
	Iteration 2F: 3 clusters Score -338131.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -338254.500000 Penalty: 2598.693604
	Iteration 3F: 3 clusters Score -338254.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -338381.312500 Penalty: 2598.693604
	Iteration 4Q: 3 clusters Score -338381.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -338541.093750 Penalty: 2598.693604
	Iteration 5Q: 3 clusters Score -338541.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -338710.031250 Penalty: 2598.693604
	Iteration 6F: 3 clusters Score -338710 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -338853.562500 Penalty: 2598.693604
	Iteration 7Q: 3 clusters Score -338853.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -339004.656250 Penalty: 2598.693604
	Iteration 8Q: 3 clusters Score -339004.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -339172.875000 Penalty: 2598.693604
	Iteration 9Q: 3 clusters Score -339172.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -339289.312500 Penalty: 2598.693604
	Iteration 10Q: 3 clusters Score -339289.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -339368.531250 Penalty: 2598.693604
	Iteration 11Q: 3 clusters Score -339368.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -339412.031250 Penalty: 2598.693604
	Iteration 12Q: 3 clusters Score -339412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -339435.562500 Penalty: 2598.693604
	Iteration 13Q: 3 clusters Score -339435.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -339454.218750 Penalty: 2598.693604
	Iteration 14Q: 3 clusters Score -339454.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -339471.062500 Penalty: 2598.693604
	Iteration 15Q: 3 clusters Score -339471.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -339482.906250 Penalty: 2598.693604
	Iteration 16Q: 3 clusters Score -339482.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -339488.218750 Penalty: 2598.693604
	Iteration 17Q: 3 clusters Score -339488.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -339496.281250 Penalty: 2598.693604
	Iteration 18Q: 3 clusters Score -339496.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -339500.500000 Penalty: 2598.693604
	Iteration 19Q: 3 clusters Score -339500.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -339504.375000 Penalty: 2598.693604
	Iteration 20F: 3 clusters Score -339504.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -339507.500000 Penalty: 2598.693604
	Iteration 21Q: 3 clusters Score -339507.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -339510.187500 Penalty: 2598.693604
	Iteration 22Q: 3 clusters Score -339510.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -339511.375000 Penalty: 2598.693604
	Iteration 23Q: 3 clusters Score -339511.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -339512.125000 Penalty: 2598.693604
	Iteration 24Q: 3 clusters Score -339512.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -339512.968750 Penalty: 2598.693604
	Iteration 25Q: 3 clusters Score -339513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -339512.687500 Penalty: 2598.693604
	Iteration 26Q: 3 clusters Score -339512.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -339513.031250 Penalty: 2598.693604
	Iteration 27Q: 3 clusters Score -339513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -339513.031250 Penalty: 2598.693604
	Iteration 28F: 3 clusters Score -339513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Entering Unmasked Estep 
Score: -2025452.250000 Penalty: 1576.004761
	Iteration 0F: 2 clusters Score -2025452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2014328.375000 Penalty: 3152.009521
	Iteration 0F: 3 clusters Score -2014328 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2018298.125000 Penalty: 3152.009521
	Iteration 1F: 3 clusters Score -2018298 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -2018665.250000 Penalty: 3152.009521
	Iteration 2F: 3 clusters Score -2018665 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2019043.375000 Penalty: 3152.009521
	Iteration 3Q: 3 clusters Score -2019043 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2019507.000000 Penalty: 3152.009521
	Iteration 4F: 3 clusters Score -2019507 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -2020138.000000 Penalty: 3152.009521
	Iteration 5F: 3 clusters Score -2020138 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2021010.875000 Penalty: 3152.009521
	Iteration 6F: 3 clusters Score -2021011 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2021903.875000 Penalty: 3152.009521
	Iteration 7F: 3 clusters Score -2021904 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2022725.875000 Penalty: 3152.009521
	Iteration 8F: 3 clusters Score -2022726 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2023369.000000 Penalty: 3152.009521
	Iteration 9Q: 3 clusters Score -2023369 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2023782.875000 Penalty: 3152.009521
	Iteration 10Q: 3 clusters Score -2023783 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2024024.625000 Penalty: 3152.009521
	Iteration 11Q: 3 clusters Score -2024025 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2024187.750000 Penalty: 3152.009521
	Iteration 12Q: 3 clusters Score -2024188 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2024323.750000 Penalty: 3152.009521
	Iteration 13Q: 3 clusters Score -2024324 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2024446.625000 Penalty: 3152.009521
	Iteration 14Q: 3 clusters Score -2024447 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2024532.125000 Penalty: 3152.009521
	Iteration 15Q: 3 clusters Score -2024532 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2024585.375000 Penalty: 3152.009521
	Iteration 16Q: 3 clusters Score -2024585 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2024628.000000 Penalty: 3152.009521
	Iteration 17Q: 3 clusters Score -2024628 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2024660.125000 Penalty: 3152.009521
	Iteration 18Q: 3 clusters Score -2024660 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2024679.500000 Penalty: 3152.009521
	Iteration 19Q: 3 clusters Score -2024680 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2024689.125000 Penalty: 3152.009521
	Iteration 20F: 3 clusters Score -2024689 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2024707.375000 Penalty: 3152.009521
	Iteration 21Q: 3 clusters Score -2024707 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2024717.000000 Penalty: 3152.009521
	Iteration 22Q: 3 clusters Score -2024717 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2024728.000000 Penalty: 3152.009521
	Iteration 23Q: 3 clusters Score -2024728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2024735.625000 Penalty: 3152.009521
	Iteration 24Q: 3 clusters Score -2024736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2024737.750000 Penalty: 3152.009521
	Iteration 25Q: 3 clusters Score -2024738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2024744.750000 Penalty: 3152.009521
	Iteration 26Q: 3 clusters Score -2024745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2024747.125000 Penalty: 3152.009521
	Iteration 27Q: 3 clusters Score -2024747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2024747.625000 Penalty: 3152.009521
	Iteration 28Q: 3 clusters Score -2024748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2024749.250000 Penalty: 3152.009521
	Iteration 29Q: 3 clusters Score -2024749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2024746.875000 Penalty: 3152.009521
	Iteration 30Q: 3 clusters Score -2024747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2024747.250000 Penalty: 3152.009521
	Iteration 31Q: 3 clusters Score -2024747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2024748.250000 Penalty: 3152.009521
	Iteration 32Q: 3 clusters Score -2024748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2024747.625000 Penalty: 3152.009521
	Iteration 33Q: 3 clusters Score -2024748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2024747.125000 Penalty: 3152.009521
	Iteration 34Q: 3 clusters Score -2024747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2024748.000000 Penalty: 3152.009521
	Iteration 35Q: 3 clusters Score -2024748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2024748.375000 Penalty: 3152.009521
	Iteration 36Q: 3 clusters Score -2024748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2024748.375000 Penalty: 3152.009521
	Iteration 37F: 3 clusters Score -2024748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (96605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96605 members 
Entering Unmasked Estep 
Score: -12202747.000000 Penalty: 1865.237671
	Iteration 0F: 2 clusters Score -1.220275e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 48271 members 
Entering Unmasked Estep 
Score: -12140783.000000 Penalty: 3730.475342
	Iteration 0F: 3 clusters Score -1.214078e+07 nChanged 46276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49988 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -12167934.000000 Penalty: 3730.475342
	Iteration 1F: 3 clusters Score -1.216793e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -12168910.000000 Penalty: 3730.475342
	Iteration 2Q: 3 clusters Score -1.216891e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51601 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -12170220.000000 Penalty: 3730.475342
	Iteration 3Q: 3 clusters Score -1.217022e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52753 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -12172306.000000 Penalty: 3730.475342
	Iteration 4Q: 3 clusters Score -1.217231e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53807 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -12175337.000000 Penalty: 3730.475342
	Iteration 5F: 3 clusters Score -1.217534e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -12180240.000000 Penalty: 3730.475342
	Iteration 6F: 3 clusters Score -1.218024e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54611 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -12185912.000000 Penalty: 3730.475342
	Iteration 7F: 3 clusters Score -1.218591e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54015 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -12189618.000000 Penalty: 3730.475342
	Iteration 8F: 3 clusters Score -1.218962e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53318 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -12190989.000000 Penalty: 3730.475342
	Iteration 9Q: 3 clusters Score -1.219099e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52561 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -12191661.000000 Penalty: 3730.475342
	Iteration 10Q: 3 clusters Score -1.219166e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51780 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -12192098.000000 Penalty: 3730.475342
	Iteration 11Q: 3 clusters Score -1.21921e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50913 members 
Mstep: Class 2 contains 45692 members 
Entering Unmasked Estep 
Score: -12192505.000000 Penalty: 3730.475342
	Iteration 12Q: 3 clusters Score -1.21925e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49952 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -12192961.000000 Penalty: 3730.475342
	Iteration 13Q: 3 clusters Score -1.219296e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 47560 members 
Entering Unmasked Estep 
Score: -12193424.000000 Penalty: 3730.475342
	Iteration 14Q: 3 clusters Score -1.219342e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48145 members 
Mstep: Class 2 contains 48460 members 
Entering Unmasked Estep 
Score: -12193944.000000 Penalty: 3730.475342
	Iteration 15Q: 3 clusters Score -1.219394e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -12194422.000000 Penalty: 3730.475342
	Iteration 16Q: 3 clusters Score -1.219442e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 50202 members 
Entering Unmasked Estep 
Score: -12194806.000000 Penalty: 3730.475342
	Iteration 17Q: 3 clusters Score -1.219481e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 50882 members 
Entering Unmasked Estep 
Score: -12195117.000000 Penalty: 3730.475342
	Iteration 18Q: 3 clusters Score -1.219512e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 51516 members 
Entering Unmasked Estep 
Score: -12195475.000000 Penalty: 3730.475342
	Iteration 19Q: 3 clusters Score -1.219548e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 52083 members 
Entering Unmasked Estep 
Score: -12195753.000000 Penalty: 3730.475342
	Iteration 20F: 3 clusters Score -1.219575e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 52590 members 
Entering Unmasked Estep 
Score: -12196098.000000 Penalty: 3730.475342
	Iteration 21Q: 3 clusters Score -1.21961e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 53102 members 
Entering Unmasked Estep 
Score: -12196359.000000 Penalty: 3730.475342
	Iteration 22Q: 3 clusters Score -1.219636e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 53491 members 
Entering Unmasked Estep 
Score: -12196528.000000 Penalty: 3730.475342
	Iteration 23Q: 3 clusters Score -1.219653e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 53852 members 
Entering Unmasked Estep 
Score: -12196745.000000 Penalty: 3730.475342
	Iteration 24Q: 3 clusters Score -1.219674e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 54118 members 
Entering Unmasked Estep 
Score: -12196844.000000 Penalty: 3730.475342
	Iteration 25Q: 3 clusters Score -1.219684e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 54280 members 
Entering Unmasked Estep 
Score: -12196955.000000 Penalty: 3730.475342
	Iteration 26Q: 3 clusters Score -1.219696e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 54391 members 
Entering Unmasked Estep 
Score: -12196982.000000 Penalty: 3730.475342
	Iteration 27Q: 3 clusters Score -1.219698e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 54449 members 
Entering Unmasked Estep 
Score: -12197044.000000 Penalty: 3730.475342
	Iteration 28Q: 3 clusters Score -1.219704e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 54443 members 
Entering Unmasked Estep 
Score: -12197087.000000 Penalty: 3730.475342
	Iteration 29Q: 3 clusters Score -1.219709e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -12197123.000000 Penalty: 3730.475342
	Iteration 30Q: 3 clusters Score -1.219712e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 54384 members 
Entering Unmasked Estep 
Score: -12197131.000000 Penalty: 3730.475342
	Iteration 31Q: 3 clusters Score -1.219713e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 54322 members 
Entering Unmasked Estep 
Score: -12197121.000000 Penalty: 3730.475342
	Iteration 32Q: 3 clusters Score -1.219712e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 54237 members 
Entering Unmasked Estep 
Score: -12197127.000000 Penalty: 3730.475342
	Iteration 33Q: 3 clusters Score -1.219713e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 54141 members 
Entering Unmasked Estep 
Score: -12197152.000000 Penalty: 3730.475342
	Iteration 34Q: 3 clusters Score -1.219715e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 54040 members 
Entering Unmasked Estep 
Score: -12197182.000000 Penalty: 3730.475342
	Iteration 35Q: 3 clusters Score -1.219718e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 53958 members 
Entering Unmasked Estep 
Score: -12197182.000000 Penalty: 3730.475342
	Iteration 36Q: 3 clusters Score -1.219718e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 53874 members 
Entering Unmasked Estep 
Score: -12197187.000000 Penalty: 3730.475342
	Iteration 37Q: 3 clusters Score -1.219719e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 53783 members 
Entering Unmasked Estep 
Score: -12197166.000000 Penalty: 3730.475342
	Iteration 38Q: 3 clusters Score -1.219717e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 53688 members 
Entering Unmasked Estep 
Score: -12197197.000000 Penalty: 3730.475342
	Iteration 39Q: 3 clusters Score -1.21972e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 53581 members 
Entering Unmasked Estep 
Score: -12197188.000000 Penalty: 3730.475342
	Iteration 40F: 3 clusters Score -1.219719e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 53470 members 
Entering Unmasked Estep 
Score: -12197166.000000 Penalty: 3730.475342
	Iteration 41Q: 3 clusters Score -1.219717e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 53352 members 
Entering Unmasked Estep 
Score: -12197151.000000 Penalty: 3730.475342
	Iteration 42Q: 3 clusters Score -1.219715e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 53254 members 
Entering Unmasked Estep 
Score: -12197142.000000 Penalty: 3730.475342
	Iteration 43Q: 3 clusters Score -1.219714e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 53181 members 
Entering Unmasked Estep 
Score: -12197151.000000 Penalty: 3730.475342
	Iteration 44Q: 3 clusters Score -1.219715e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 53104 members 
Entering Unmasked Estep 
Score: -12197161.000000 Penalty: 3730.475342
	Iteration 45Q: 3 clusters Score -1.219716e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 53017 members 
Entering Unmasked Estep 
Score: -12197144.000000 Penalty: 3730.475342
	Iteration 46Q: 3 clusters Score -1.219714e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 52944 members 
Entering Unmasked Estep 
Score: -12197137.000000 Penalty: 3730.475342
	Iteration 47Q: 3 clusters Score -1.219714e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 52863 members 
Entering Unmasked Estep 
Score: -12197130.000000 Penalty: 3730.475342
	Iteration 48Q: 3 clusters Score -1.219713e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 52797 members 
Entering Unmasked Estep 
Score: -12197126.000000 Penalty: 3730.475342
	Iteration 49Q: 3 clusters Score -1.219713e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 52733 members 
Entering Unmasked Estep 
Score: -12197120.000000 Penalty: 3730.475342
	Iteration 50Q: 3 clusters Score -1.219712e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 52664 members 
Entering Unmasked Estep 
Score: -12197138.000000 Penalty: 3730.475342
	Iteration 51Q: 3 clusters Score -1.219714e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 52608 members 
Entering Unmasked Estep 
Score: -12197129.000000 Penalty: 3730.475342
	Iteration 52Q: 3 clusters Score -1.219713e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 52543 members 
Entering Unmasked Estep 
Score: -12197114.000000 Penalty: 3730.475342
	Iteration 53Q: 3 clusters Score -1.219711e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 52487 members 
Entering Unmasked Estep 
Score: -12197119.000000 Penalty: 3730.475342
	Iteration 54Q: 3 clusters Score -1.219712e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 52412 members 
Entering Unmasked Estep 
Score: -12197111.000000 Penalty: 3730.475342
	Iteration 55Q: 3 clusters Score -1.219711e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 52328 members 
Entering Unmasked Estep 
Score: -12197128.000000 Penalty: 3730.475342
	Iteration 56Q: 3 clusters Score -1.219713e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 52261 members 
Entering Unmasked Estep 
Score: -12197125.000000 Penalty: 3730.475342
	Iteration 57Q: 3 clusters Score -1.219712e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 52188 members 
Entering Unmasked Estep 
Score: -12197127.000000 Penalty: 3730.475342
	Iteration 58Q: 3 clusters Score -1.219713e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 52119 members 
Entering Unmasked Estep 
Score: -12197123.000000 Penalty: 3730.475342
	Iteration 59Q: 3 clusters Score -1.219712e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 52061 members 
Entering Unmasked Estep 
Score: -12197127.000000 Penalty: 3730.475342
	Iteration 60F: 3 clusters Score -1.219713e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 52013 members 
Entering Unmasked Estep 
Score: -12197113.000000 Penalty: 3730.475342
	Iteration 61Q: 3 clusters Score -1.219711e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 51963 members 
Entering Unmasked Estep 
Score: -12197111.000000 Penalty: 3730.475342
	Iteration 62Q: 3 clusters Score -1.219711e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 51906 members 
Entering Unmasked Estep 
Score: -12197122.000000 Penalty: 3730.475342
	Iteration 63Q: 3 clusters Score -1.219712e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 51849 members 
Entering Unmasked Estep 
Score: -12197132.000000 Penalty: 3730.475342
	Iteration 64Q: 3 clusters Score -1.219713e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 51803 members 
Entering Unmasked Estep 
Score: -12197122.000000 Penalty: 3730.475342
	Iteration 65Q: 3 clusters Score -1.219712e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 51754 members 
Entering Unmasked Estep 
Score: -12197126.000000 Penalty: 3730.475342
	Iteration 66Q: 3 clusters Score -1.219713e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 51719 members 
Entering Unmasked Estep 
Score: -12197112.000000 Penalty: 3730.475342
	Iteration 67Q: 3 clusters Score -1.219711e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44924 members 
Mstep: Class 2 contains 51681 members 
Entering Unmasked Estep 
Score: -12197119.000000 Penalty: 3730.475342
	Iteration 68Q: 3 clusters Score -1.219712e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
Score: -12197113.000000 Penalty: 3730.475342
	Iteration 69Q: 3 clusters Score -1.219711e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 51623 members 
Entering Unmasked Estep 
Score: -12197120.000000 Penalty: 3730.475342
	Iteration 70Q: 3 clusters Score -1.219712e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 51595 members 
Entering Unmasked Estep 
Score: -12197114.000000 Penalty: 3730.475342
	Iteration 71Q: 3 clusters Score -1.219711e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 51573 members 
Entering Unmasked Estep 
Score: -12197115.000000 Penalty: 3730.475342
	Iteration 72Q: 3 clusters Score -1.219712e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 51554 members 
Entering Unmasked Estep 
Score: -12197099.000000 Penalty: 3730.475342
	Iteration 73Q: 3 clusters Score -1.21971e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 51535 members 
Entering Unmasked Estep 
Score: -12197097.000000 Penalty: 3730.475342
	Iteration 74Q: 3 clusters Score -1.21971e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 51514 members 
Entering Unmasked Estep 
Score: -12197086.000000 Penalty: 3730.475342
	Iteration 75Q: 3 clusters Score -1.219709e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 51494 members 
Entering Unmasked Estep 
Score: -12197082.000000 Penalty: 3730.475342
	Iteration 76Q: 3 clusters Score -1.219708e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 51479 members 
Entering Unmasked Estep 
Score: -12197093.000000 Penalty: 3730.475342
	Iteration 77Q: 3 clusters Score -1.219709e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 51454 members 
Entering Unmasked Estep 
Score: -12197090.000000 Penalty: 3730.475342
	Iteration 78Q: 3 clusters Score -1.219709e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45171 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
Score: -12197075.000000 Penalty: 3730.475342
	Iteration 79Q: 3 clusters Score -1.219708e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 51413 members 
Entering Unmasked Estep 
Score: -12197082.000000 Penalty: 3730.475342
	Iteration 80F: 3 clusters Score -1.219708e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 51394 members 
Entering Unmasked Estep 
Score: -12197087.000000 Penalty: 3730.475342
	Iteration 81Q: 3 clusters Score -1.219709e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45228 members 
Mstep: Class 2 contains 51377 members 
Entering Unmasked Estep 
Score: -12197081.000000 Penalty: 3730.475342
	Iteration 82Q: 3 clusters Score -1.219708e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 51372 members 
Entering Unmasked Estep 
Score: -12197084.000000 Penalty: 3730.475342
	Iteration 83Q: 3 clusters Score -1.219708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45236 members 
Mstep: Class 2 contains 51369 members 
Entering Unmasked Estep 
Score: -12197085.000000 Penalty: 3730.475342
	Iteration 84Q: 3 clusters Score -1.219708e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 51360 members 
Entering Unmasked Estep 
Score: -12197093.000000 Penalty: 3730.475342
	Iteration 85Q: 3 clusters Score -1.219709e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 51354 members 
Entering Unmasked Estep 
Score: -12197086.000000 Penalty: 3730.475342
	Iteration 86Q: 3 clusters Score -1.219709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45253 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -12197084.000000 Penalty: 3730.475342
	Iteration 87Q: 3 clusters Score -1.219708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45255 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -12197087.000000 Penalty: 3730.475342
	Iteration 88Q: 3 clusters Score -1.219709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45255 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -12197097.000000 Penalty: 3730.475342
	Iteration 89Q: 3 clusters Score -1.21971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45255 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -12197097.000000 Penalty: 3730.475342
	Iteration 90F: 3 clusters Score -1.21971e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (69425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69425 members 
Entering Unmasked Estep 
Score: -8628723.000000 Penalty: 1811.550415
	Iteration 0F: 2 clusters Score -8628723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -8582328.000000 Penalty: 3623.100830
	Iteration 0F: 3 clusters Score -8582328 nChanged 33139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -8601583.000000 Penalty: 3623.100830
	Iteration 1F: 3 clusters Score -8601583 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -8602865.000000 Penalty: 3623.100830
	Iteration 2Q: 3 clusters Score -8602865 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -8604602.000000 Penalty: 3623.100830
	Iteration 3F: 3 clusters Score -8604602 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -8606941.000000 Penalty: 3623.100830
	Iteration 4F: 3 clusters Score -8606941 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -8610308.000000 Penalty: 3623.100830
	Iteration 5F: 3 clusters Score -8610308 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -8614289.000000 Penalty: 3623.100830
	Iteration 6F: 3 clusters Score -8614289 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57495 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -8618154.000000 Penalty: 3623.100830
	Iteration 7F: 3 clusters Score -8618154 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61038 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -8621385.000000 Penalty: 3623.100830
	Iteration 8F: 3 clusters Score -8621385 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63543 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -8623754.000000 Penalty: 3623.100830
	Iteration 9Q: 3 clusters Score -8623754 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65148 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -8625305.000000 Penalty: 3623.100830
	Iteration 10Q: 3 clusters Score -8625305 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66045 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -8626308.000000 Penalty: 3623.100830
	Iteration 11Q: 3 clusters Score -8626308 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66538 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -8626879.000000 Penalty: 3623.100830
	Iteration 12Q: 3 clusters Score -8626879 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66828 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -8627191.000000 Penalty: 3623.100830
	Iteration 13Q: 3 clusters Score -8627191 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67019 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -8627393.000000 Penalty: 3623.100830
	Iteration 14Q: 3 clusters Score -8627393 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67148 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -8627492.000000 Penalty: 3623.100830
	Iteration 15Q: 3 clusters Score -8627492 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67249 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -8627548.000000 Penalty: 3623.100830
	Iteration 16Q: 3 clusters Score -8627548 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67312 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -8627582.000000 Penalty: 3623.100830
	Iteration 17Q: 3 clusters Score -8627582 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67377 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -8627594.000000 Penalty: 3623.100830
	Iteration 18Q: 3 clusters Score -8627594 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67426 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -8627636.000000 Penalty: 3623.100830
	Iteration 19Q: 3 clusters Score -8627636 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67469 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -8627634.000000 Penalty: 3623.100830
	Iteration 20F: 3 clusters Score -8627634 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67499 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -8627637.000000 Penalty: 3623.100830
	Iteration 21Q: 3 clusters Score -8627637 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67526 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -8627629.000000 Penalty: 3623.100830
	Iteration 22Q: 3 clusters Score -8627629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67547 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -8627637.000000 Penalty: 3623.100830
	Iteration 23Q: 3 clusters Score -8627637 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67560 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -8627642.000000 Penalty: 3623.100830
	Iteration 24Q: 3 clusters Score -8627642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67579 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -8627652.000000 Penalty: 3623.100830
	Iteration 25Q: 3 clusters Score -8627652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67587 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -8627663.000000 Penalty: 3623.100830
	Iteration 26Q: 3 clusters Score -8627663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67591 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -8627656.000000 Penalty: 3623.100830
	Iteration 27Q: 3 clusters Score -8627656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67594 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -8627646.000000 Penalty: 3623.100830
	Iteration 28Q: 3 clusters Score -8627646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67600 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -8627647.000000 Penalty: 3623.100830
	Iteration 29Q: 3 clusters Score -8627647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67609 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -8627672.000000 Penalty: 3623.100830
	Iteration 30Q: 3 clusters Score -8627672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67629 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -8627660.000000 Penalty: 3623.100830
	Iteration 31Q: 3 clusters Score -8627660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67645 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -8627646.000000 Penalty: 3623.100830
	Iteration 32Q: 3 clusters Score -8627646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67658 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -8627650.000000 Penalty: 3623.100830
	Iteration 33Q: 3 clusters Score -8627650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67667 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -8627657.000000 Penalty: 3623.100830
	Iteration 34Q: 3 clusters Score -8627657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67671 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -8627668.000000 Penalty: 3623.100830
	Iteration 35Q: 3 clusters Score -8627668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67672 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -8627669.000000 Penalty: 3623.100830
	Iteration 36Q: 3 clusters Score -8627669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67675 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -8627673.000000 Penalty: 3623.100830
	Iteration 37Q: 3 clusters Score -8627673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67681 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -8627682.000000 Penalty: 3623.100830
	Iteration 38Q: 3 clusters Score -8627682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67687 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -8627687.000000 Penalty: 3623.100830
	Iteration 39Q: 3 clusters Score -8627687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67688 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -8627683.000000 Penalty: 3623.100830
	Iteration 40F: 3 clusters Score -8627683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67686 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -8627684.000000 Penalty: 3623.100830
	Iteration 41Q: 3 clusters Score -8627684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67682 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -8627694.000000 Penalty: 3623.100830
	Iteration 42Q: 3 clusters Score -8627694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67683 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -8627692.000000 Penalty: 3623.100830
	Iteration 43Q: 3 clusters Score -8627692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67685 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8627687.000000 Penalty: 3623.100830
	Iteration 44Q: 3 clusters Score -8627687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67689 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -8627690.000000 Penalty: 3623.100830
	Iteration 45Q: 3 clusters Score -8627690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67693 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -8627693.000000 Penalty: 3623.100830
	Iteration 46Q: 3 clusters Score -8627693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67693 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -8627693.000000 Penalty: 3623.100830
	Iteration 47F: 3 clusters Score -8627693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (32079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Entering Unmasked Estep 
Score: -4013404.750000 Penalty: 1686.092896
	Iteration 0F: 2 clusters Score -4013405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -3991724.000000 Penalty: 3372.185791
	Iteration 0F: 3 clusters Score -3991724 nChanged 14880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -4000127.750000 Penalty: 3372.185791
	Iteration 1F: 3 clusters Score -4000128 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -4000735.000000 Penalty: 3372.185791
	Iteration 2F: 3 clusters Score -4000735 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -4001472.500000 Penalty: 3372.185791
	Iteration 3Q: 3 clusters Score -4001472 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -4002657.750000 Penalty: 3372.185791
	Iteration 4F: 3 clusters Score -4002658 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -4004493.000000 Penalty: 3372.185791
	Iteration 5F: 3 clusters Score -4004493 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -4006794.250000 Penalty: 3372.185791
	Iteration 6F: 3 clusters Score -4006794 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -4008970.750000 Penalty: 3372.185791
	Iteration 7F: 3 clusters Score -4008971 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4010455.250000 Penalty: 3372.185791
	Iteration 8F: 3 clusters Score -4010455 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4011191.500000 Penalty: 3372.185791
	Iteration 9Q: 3 clusters Score -4011192 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4011584.000000 Penalty: 3372.185791
	Iteration 10Q: 3 clusters Score -4011584 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4011783.250000 Penalty: 3372.185791
	Iteration 11Q: 3 clusters Score -4011783 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4011896.750000 Penalty: 3372.185791
	Iteration 12Q: 3 clusters Score -4011897 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4011979.500000 Penalty: 3372.185791
	Iteration 13Q: 3 clusters Score -4011980 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4012046.750000 Penalty: 3372.185791
	Iteration 14Q: 3 clusters Score -4012047 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4012083.500000 Penalty: 3372.185791
	Iteration 15Q: 3 clusters Score -4012084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4012096.500000 Penalty: 3372.185791
	Iteration 16Q: 3 clusters Score -4012096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4012105.750000 Penalty: 3372.185791
	Iteration 17Q: 3 clusters Score -4012106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4012114.250000 Penalty: 3372.185791
	Iteration 18Q: 3 clusters Score -4012114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4012120.250000 Penalty: 3372.185791
	Iteration 19Q: 3 clusters Score -4012120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4012124.500000 Penalty: 3372.185791
	Iteration 20F: 3 clusters Score -4012124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4012125.750000 Penalty: 3372.185791
	Iteration 21Q: 3 clusters Score -4012126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4012135.500000 Penalty: 3372.185791
	Iteration 22Q: 3 clusters Score -4012136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4012150.000000 Penalty: 3372.185791
	Iteration 23Q: 3 clusters Score -4012150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4012155.000000 Penalty: 3372.185791
	Iteration 24Q: 3 clusters Score -4012155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4012152.250000 Penalty: 3372.185791
	Iteration 25Q: 3 clusters Score -4012152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4012159.250000 Penalty: 3372.185791
	Iteration 26Q: 3 clusters Score -4012159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4012163.500000 Penalty: 3372.185791
	Iteration 27Q: 3 clusters Score -4012164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4012164.500000 Penalty: 3372.185791
	Iteration 28Q: 3 clusters Score -4012164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4012169.500000 Penalty: 3372.185791
	Iteration 29Q: 3 clusters Score -4012170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4012171.750000 Penalty: 3372.185791
	Iteration 30Q: 3 clusters Score -4012172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4012170.250000 Penalty: 3372.185791
	Iteration 31Q: 3 clusters Score -4012170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4012169.500000 Penalty: 3372.185791
	Iteration 32Q: 3 clusters Score -4012170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4012173.500000 Penalty: 3372.185791
	Iteration 33Q: 3 clusters Score -4012174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4012172.250000 Penalty: 3372.185791
	Iteration 34Q: 3 clusters Score -4012172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4012173.750000 Penalty: 3372.185791
	Iteration 35Q: 3 clusters Score -4012174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4012173.750000 Penalty: 3372.185791
	Iteration 36Q: 3 clusters Score -4012174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4012177.250000 Penalty: 3372.185791
	Iteration 37Q: 3 clusters Score -4012177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4012179.500000 Penalty: 3372.185791
	Iteration 38Q: 3 clusters Score -4012180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4012182.250000 Penalty: 3372.185791
	Iteration 39Q: 3 clusters Score -4012182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4012184.250000 Penalty: 3372.185791
	Iteration 40F: 3 clusters Score -4012184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4012182.000000 Penalty: 3372.185791
	Iteration 41Q: 3 clusters Score -4012182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4012180.250000 Penalty: 3372.185791
	Iteration 42Q: 3 clusters Score -4012180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4012180.250000 Penalty: 3372.185791
	Iteration 43F: 3 clusters Score -4012180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -52122.601562 Penalty: 1005.926208
	Iteration 0F: 2 clusters Score -52122.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -51140.277344 Penalty: 2011.852417
	Iteration 0F: 3 clusters Score -51140.28 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51391.652344 Penalty: 2011.852417
	Iteration 1F: 3 clusters Score -51391.65 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -51513.363281 Penalty: 2011.852417
	Iteration 2F: 3 clusters Score -51513.36 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -51599.113281 Penalty: 2011.852417
	Iteration 3F: 3 clusters Score -51599.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -51664.816406 Penalty: 2011.852417
	Iteration 4F: 3 clusters Score -51664.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -51692.156250 Penalty: 2011.852417
	Iteration 5Q: 3 clusters Score -51692.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -51720.089844 Penalty: 2011.852417
	Iteration 6Q: 3 clusters Score -51720.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -51733.351562 Penalty: 2011.852417
	Iteration 7Q: 3 clusters Score -51733.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -51743.808594 Penalty: 2011.852417
	Iteration 8Q: 3 clusters Score -51743.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -51745.128906 Penalty: 2011.852417
	Iteration 9Q: 3 clusters Score -51745.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -51745.128906 Penalty: 2011.852417
	Iteration 10F: 3 clusters Score -51745.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -116305.187500 Penalty: 1126.997681
	Iteration 0F: 2 clusters Score -116305.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -114869.031250 Penalty: 2253.995361
	Iteration 0F: 3 clusters Score -114869 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -115288.406250 Penalty: 2253.995361
	Iteration 1F: 3 clusters Score -115288.4 nChanged 87
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: -115475.085938 Penalty: 2253.995361
	Iteration 2F: 3 clusters Score -115475.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -115683.734375 Penalty: 2253.995361
	Iteration 3F: 3 clusters Score -115683.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -115964.921875 Penalty: 2253.995361
	Iteration 4F: 3 clusters Score -115964.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -116202.617188 Penalty: 2253.995361
	Iteration 5F: 3 clusters Score -116202.6 nChanged 44
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: -116307.937500 Penalty: 2253.995361
	Iteration 6Q: 3 clusters Score -116307.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -116398.656250 Penalty: 2253.995361
	Iteration 7Q: 3 clusters Score -116398.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -116463.132812 Penalty: 2253.995361
	Iteration 8Q: 3 clusters Score -116463.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -116487.164062 Penalty: 2253.995361
	Iteration 9Q: 3 clusters Score -116487.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -116499.828125 Penalty: 2253.995361
	Iteration 10Q: 3 clusters Score -116499.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -116510.328125 Penalty: 2253.995361
	Iteration 11Q: 3 clusters Score -116510.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -116514.710938 Penalty: 2253.995361
	Iteration 12Q: 3 clusters Score -116514.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -116516.179688 Penalty: 2253.995361
	Iteration 13Q: 3 clusters Score -116516.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -116516.179688 Penalty: 2253.995361
	Iteration 14F: 3 clusters Score -116516.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105093 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58425 members 
Mstep: Class 6 contains 26123 members 
Mstep: Class 7 contains 10231 members 
Mstep: Class 8 contains 95904 members 
Mstep: Class 9 contains 98763 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66233 members 
Mstep: Class 14 contains 35216 members 
Mstep: Class 15 contains 105372 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14070 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96605 members 
Mstep: Class 24 contains 69425 members 
Mstep: Class 25 contains 32079 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 518 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6632 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Mstep: Class 41 contains 510 members 
Entering Unmasked Estep 
Score: -111787616.000000 Penalty: 91479.007812
Splitting cluster 27 changes total score from -111788608.000000 to -111787616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (2909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Entering Unmasked Estep 
Score: -351262.812500 Penalty: 1296.029175
	Iteration 0F: 2 clusters Score -351262.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -348605.562500 Penalty: 2592.058350
	Iteration 0F: 3 clusters Score -348605.6 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -349225.593750 Penalty: 2592.058350
	Iteration 1F: 3 clusters Score -349225.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -349389.750000 Penalty: 2592.058350
	Iteration 2F: 3 clusters Score -349389.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -349490.031250 Penalty: 2592.058350
	Iteration 3Q: 3 clusters Score -349490 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -349559.156250 Penalty: 2592.058350
	Iteration 4Q: 3 clusters Score -349559.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -349627.187500 Penalty: 2592.058350
	Iteration 5Q: 3 clusters Score -349627.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -349700.375000 Penalty: 2592.058350
	Iteration 6Q: 3 clusters Score -349700.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -349767.250000 Penalty: 2592.058350
	Iteration 7Q: 3 clusters Score -349767.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -349837.312500 Penalty: 2592.058350
	Iteration 8Q: 3 clusters Score -349837.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -349902.750000 Penalty: 2592.058350
	Iteration 9Q: 3 clusters Score -349902.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -349962.812500 Penalty: 2592.058350
	Iteration 10Q: 3 clusters Score -349962.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -350012.343750 Penalty: 2592.058350
	Iteration 11Q: 3 clusters Score -350012.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -350046.312500 Penalty: 2592.058350
	Iteration 12Q: 3 clusters Score -350046.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -350074.718750 Penalty: 2592.058350
	Iteration 13Q: 3 clusters Score -350074.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -350098.625000 Penalty: 2592.058350
	Iteration 14Q: 3 clusters Score -350098.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -350115.937500 Penalty: 2592.058350
	Iteration 15Q: 3 clusters Score -350115.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -350125.062500 Penalty: 2592.058350
	Iteration 16Q: 3 clusters Score -350125.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -350136.500000 Penalty: 2592.058350
	Iteration 17Q: 3 clusters Score -350136.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -350143.281250 Penalty: 2592.058350
	Iteration 18Q: 3 clusters Score -350143.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -350150.406250 Penalty: 2592.058350
	Iteration 19Q: 3 clusters Score -350150.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -350160.718750 Penalty: 2592.058350
	Iteration 20F: 3 clusters Score -350160.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -350168.593750 Penalty: 2592.058350
	Iteration 21Q: 3 clusters Score -350168.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -350173.937500 Penalty: 2592.058350
	Iteration 22Q: 3 clusters Score -350173.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -350178.812500 Penalty: 2592.058350
	Iteration 23Q: 3 clusters Score -350178.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -350181.031250 Penalty: 2592.058350
	Iteration 24Q: 3 clusters Score -350181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -350181.750000 Penalty: 2592.058350
	Iteration 25Q: 3 clusters Score -350181.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -350183.187500 Penalty: 2592.058350
	Iteration 26Q: 3 clusters Score -350183.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -350185.093750 Penalty: 2592.058350
	Iteration 27Q: 3 clusters Score -350185.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -350186.375000 Penalty: 2592.058350
	Iteration 28Q: 3 clusters Score -350186.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -350186.375000 Penalty: 2592.058350
	Iteration 29F: 3 clusters Score -350186.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Entering Unmasked Estep 
Score: -865853.187500 Penalty: 1438.604492
	Iteration 0F: 2 clusters Score -865853.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -860658.937500 Penalty: 2877.208984
	Iteration 0F: 3 clusters Score -860658.9 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -862379.500000 Penalty: 2877.208984
	Iteration 1F: 3 clusters Score -862379.5 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -862807.500000 Penalty: 2877.208984
	Iteration 2F: 3 clusters Score -862807.5 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -863264.687500 Penalty: 2877.208984
	Iteration 3F: 3 clusters Score -863264.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -863737.750000 Penalty: 2877.208984
	Iteration 4F: 3 clusters Score -863737.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -864232.875000 Penalty: 2877.208984
	Iteration 5F: 3 clusters Score -864232.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -864752.937500 Penalty: 2877.208984
	Iteration 6F: 3 clusters Score -864752.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -865155.312500 Penalty: 2877.208984
	Iteration 7F: 3 clusters Score -865155.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -865523.625000 Penalty: 2877.208984
	Iteration 8Q: 3 clusters Score -865523.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -865839.875000 Penalty: 2877.208984
	Iteration 9Q: 3 clusters Score -865839.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -866006.875000 Penalty: 2877.208984
	Iteration 10Q: 3 clusters Score -866006.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -866052.875000 Penalty: 2877.208984
	Iteration 11Q: 3 clusters Score -866052.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -866072.687500 Penalty: 2877.208984
	Iteration 12Q: 3 clusters Score -866072.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -866077.812500 Penalty: 2877.208984
	Iteration 13Q: 3 clusters Score -866077.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -866077.562500 Penalty: 2877.208984
	Iteration 14Q: 3 clusters Score -866077.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -866080.562500 Penalty: 2877.208984
	Iteration 15Q: 3 clusters Score -866080.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -866081.937500 Penalty: 2877.208984
	Iteration 16Q: 3 clusters Score -866081.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -866083.187500 Penalty: 2877.208984
	Iteration 17Q: 3 clusters Score -866083.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -866082.500000 Penalty: 2877.208984
	Iteration 18Q: 3 clusters Score -866082.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -866082.125000 Penalty: 2877.208984
	Iteration 19Q: 3 clusters Score -866082.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -866082.750000 Penalty: 2877.208984
	Iteration 20F: 3 clusters Score -866082.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -866083.375000 Penalty: 2877.208984
	Iteration 21Q: 3 clusters Score -866083.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -866083.375000 Penalty: 2877.208984
	Iteration 22F: 3 clusters Score -866083.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105093 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58425 members 
Mstep: Class 6 contains 26123 members 
Mstep: Class 7 contains 10231 members 
Mstep: Class 8 contains 95904 members 
Mstep: Class 9 contains 98763 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66233 members 
Mstep: Class 14 contains 35216 members 
Mstep: Class 15 contains 105372 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14070 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96605 members 
Mstep: Class 24 contains 69425 members 
Mstep: Class 25 contains 32079 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 5036 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6632 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Mstep: Class 41 contains 1959 members 
Entering Unmasked Estep 
Score: -111787952.000000 Penalty: 91479.007812
Splitting cluster 29 changes total score from -111788608.000000 to -111787952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Entering Unmasked Estep 
Score: -149825.593750 Penalty: 1177.997437
	Iteration 0F: 2 clusters Score -149825.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -148184.703125 Penalty: 2355.994873
	Iteration 0F: 3 clusters Score -148184.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -148599.437500 Penalty: 2355.994873
	Iteration 1F: 3 clusters Score -148599.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -148770.437500 Penalty: 2355.994873
	Iteration 2F: 3 clusters Score -148770.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -148963.875000 Penalty: 2355.994873
	Iteration 3F: 3 clusters Score -148963.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -149144.609375 Penalty: 2355.994873
	Iteration 4F: 3 clusters Score -149144.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -149232.750000 Penalty: 2355.994873
	Iteration 5F: 3 clusters Score -149232.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -149290.031250 Penalty: 2355.994873
	Iteration 6Q: 3 clusters Score -149290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -149322.250000 Penalty: 2355.994873
	Iteration 7Q: 3 clusters Score -149322.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -149345.218750 Penalty: 2355.994873
	Iteration 8Q: 3 clusters Score -149345.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -149358.421875 Penalty: 2355.994873
	Iteration 9Q: 3 clusters Score -149358.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -149369.875000 Penalty: 2355.994873
	Iteration 10Q: 3 clusters Score -149369.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -149375.328125 Penalty: 2355.994873
	Iteration 11Q: 3 clusters Score -149375.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -149381.171875 Penalty: 2355.994873
	Iteration 12Q: 3 clusters Score -149381.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -149385.171875 Penalty: 2355.994873
	Iteration 13Q: 3 clusters Score -149385.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -149387.484375 Penalty: 2355.994873
	Iteration 14Q: 3 clusters Score -149387.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -149388.234375 Penalty: 2355.994873
	Iteration 15Q: 3 clusters Score -149388.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -149388.234375 Penalty: 2355.994873
	Iteration 16F: 3 clusters Score -149388.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Entering Unmasked Estep 
Score: -1159777.125000 Penalty: 1484.730225
	Iteration 0F: 2 clusters Score -1159777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1153106.000000 Penalty: 2969.460449
	Iteration 0F: 3 clusters Score -1153106 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1155420.625000 Penalty: 2969.460449
	Iteration 1F: 3 clusters Score -1155421 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1155918.000000 Penalty: 2969.460449
	Iteration 2F: 3 clusters Score -1155918 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1156592.750000 Penalty: 2969.460449
	Iteration 3F: 3 clusters Score -1156593 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1157238.750000 Penalty: 2969.460449
	Iteration 4F: 3 clusters Score -1157239 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1157754.000000 Penalty: 2969.460449
	Iteration 5F: 3 clusters Score -1157754 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1158102.375000 Penalty: 2969.460449
	Iteration 6F: 3 clusters Score -1158102 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1158319.375000 Penalty: 2969.460449
	Iteration 7Q: 3 clusters Score -1158319 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1158448.500000 Penalty: 2969.460449
	Iteration 8Q: 3 clusters Score -1158448 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1158533.250000 Penalty: 2969.460449
	Iteration 9Q: 3 clusters Score -1158533 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1158603.750000 Penalty: 2969.460449
	Iteration 10Q: 3 clusters Score -1158604 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1158661.875000 Penalty: 2969.460449
	Iteration 11Q: 3 clusters Score -1158662 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1158704.250000 Penalty: 2969.460449
	Iteration 12Q: 3 clusters Score -1158704 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1158726.125000 Penalty: 2969.460449
	Iteration 13Q: 3 clusters Score -1158726 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1158744.875000 Penalty: 2969.460449
	Iteration 14Q: 3 clusters Score -1158745 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1158759.500000 Penalty: 2969.460449
	Iteration 15Q: 3 clusters Score -1158760 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1158765.750000 Penalty: 2969.460449
	Iteration 16Q: 3 clusters Score -1158766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1158776.750000 Penalty: 2969.460449
	Iteration 17Q: 3 clusters Score -1158777 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1158784.125000 Penalty: 2969.460449
	Iteration 18Q: 3 clusters Score -1158784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1158789.875000 Penalty: 2969.460449
	Iteration 19Q: 3 clusters Score -1158790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1158793.625000 Penalty: 2969.460449
	Iteration 20F: 3 clusters Score -1158794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1158794.125000 Penalty: 2969.460449
	Iteration 21Q: 3 clusters Score -1158794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1158799.125000 Penalty: 2969.460449
	Iteration 22Q: 3 clusters Score -1158799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1158803.375000 Penalty: 2969.460449
	Iteration 23Q: 3 clusters Score -1158803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1158806.750000 Penalty: 2969.460449
	Iteration 24Q: 3 clusters Score -1158807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1158810.500000 Penalty: 2969.460449
	Iteration 25Q: 3 clusters Score -1158810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1158813.875000 Penalty: 2969.460449
	Iteration 26Q: 3 clusters Score -1158814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1158813.875000 Penalty: 2969.460449
	Iteration 27Q: 3 clusters Score -1158814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1158815.750000 Penalty: 2969.460449
	Iteration 28Q: 3 clusters Score -1158816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1158816.625000 Penalty: 2969.460449
	Iteration 29Q: 3 clusters Score -1158817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1158817.500000 Penalty: 2969.460449
	Iteration 30Q: 3 clusters Score -1158818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1158817.500000 Penalty: 2969.460449
	Iteration 31Q: 3 clusters Score -1158818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1158816.625000 Penalty: 2969.460449
	Iteration 32Q: 3 clusters Score -1158817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1158816.625000 Penalty: 2969.460449
	Iteration 33F: 3 clusters Score -1158817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -12430.036133 Penalty: 959.177917
	Iteration 0F: 2 clusters Score -12430.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -11661.685547 Penalty: 1918.355835
	Iteration 0F: 3 clusters Score -11661.69 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12175.914062 Penalty: 1918.355835
	Iteration 1F: 3 clusters Score -12175.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12467.241211 Penalty: 1918.355835
	Iteration 2F: 3 clusters Score -12467.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12569.687500 Penalty: 1918.355835
	Iteration 3Q: 3 clusters Score -12569.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12639.080078 Penalty: 1918.355835
	Iteration 4Q: 3 clusters Score -12639.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12760.779297 Penalty: 1918.355835
	Iteration 5Q: 3 clusters Score -12760.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12828.651367 Penalty: 1918.355835
	Iteration 6Q: 3 clusters Score -12828.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12840.638672 Penalty: 1918.355835
	Iteration 7Q: 3 clusters Score -12840.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12840.638672 Penalty: 1918.355835
	Iteration 8F: 3 clusters Score -12840.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 105093 members 
Mstep: Class 3 contains 332 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 58425 members 
Mstep: Class 6 contains 26123 members 
Mstep: Class 7 contains 10231 members 
Mstep: Class 8 contains 95904 members 
Mstep: Class 9 contains 98763 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 1028 members 
Mstep: Class 13 contains 66233 members 
Mstep: Class 14 contains 35216 members 
Mstep: Class 15 contains 105372 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 14070 members 
Mstep: Class 20 contains 6376 members 
Mstep: Class 21 contains 2969 members 
Mstep: Class 22 contains 16293 members 
Mstep: Class 23 contains 96605 members 
Mstep: Class 24 contains 69425 members 
Mstep: Class 25 contains 32079 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 6995 members 
Mstep: Class 30 contains 1407 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 201 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 6632 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 224 members 
Mstep: Class 40 contains 5492 members 
Mstep: Class 41 contains 165 members 
Entering Unmasked Estep 
Score: -111787720.000000 Penalty: 91479.007812
Splitting cluster 32 changes total score from -111788608.000000 to -111787720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (3109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Entering Unmasked Estep 
Score: -377049.375000 Penalty: 1306.834106
	Iteration 0F: 2 clusters Score -377049.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -374262.687500 Penalty: 2613.668213
	Iteration 0F: 3 clusters Score -374262.7 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -374986.000000 Penalty: 2613.668213
	Iteration 1F: 3 clusters Score -374986 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -375260.281250 Penalty: 2613.668213
	Iteration 2F: 3 clusters Score -375260.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -375540.000000 Penalty: 2613.668213
	Iteration 3F: 3 clusters Score -375540 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -375761.031250 Penalty: 2613.668213
	Iteration 4F: 3 clusters Score -375761 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -375931.750000 Penalty: 2613.668213
	Iteration 5F: 3 clusters Score -375931.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -376089.968750 Penalty: 2613.668213
	Iteration 6Q: 3 clusters Score -376090 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -376244.250000 Penalty: 2613.668213
	Iteration 7Q: 3 clusters Score -376244.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -376387.218750 Penalty: 2613.668213
	Iteration 8Q: 3 clusters Score -376387.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -376513.343750 Penalty: 2613.668213
	Iteration 9Q: 3 clusters Score -376513.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -376610.968750 Penalty: 2613.668213
	Iteration 10Q: 3 clusters Score -376611 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -376664.593750 Penalty: 2613.668213
	Iteration 11Q: 3 clusters Score -376664.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -376704.718750 Penalty: 2613.668213
	Iteration 12Q: 3 clusters Score -376704.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -376723.625000 Penalty: 2613.668213
	Iteration 13Q: 3 clusters Score -376723.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -376734.687500 Penalty: 2613.668213
	Iteration 14Q: 3 clusters Score -376734.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -376739.500000 Penalty: 2613.668213
	Iteration 15Q: 3 clusters Score -376739.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -376746.250000 Penalty: 2613.668213
	Iteration 16Q: 3 clusters Score -376746.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -376751.281250 Penalty: 2613.668213
	Iteration 17Q: 3 clusters Score -376751.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -376752.312500 Penalty: 2613.668213
	Iteration 18Q: 3 clusters Score -376752.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -376755.125000 Penalty: 2613.668213
	Iteration 19Q: 3 clusters Score -376755.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -376756.937500 Penalty: 2613.668213
	Iteration 20F: 3 clusters Score -376756.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -376758.000000 Penalty: 2613.668213
	Iteration 21Q: 3 clusters Score -376758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -376758.000000 Penalty: 2613.668213
	Iteration 22F: 3 clusters Score -376758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -40201.996094 Penalty: 989.469849
	Iteration 0F: 2 clusters Score -40202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39354.156250 Penalty: 1978.939697
	Iteration 0F: 3 clusters Score -39354.16 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -39612.863281 Penalty: 1978.939697
	Iteration 1F: 3 clusters Score -39612.86 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -39697.000000 Penalty: 1978.939697
	Iteration 2F: 3 clusters Score -39697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -39733.636719 Penalty: 1978.939697
	Iteration 3Q: 3 clusters Score -39733.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -39757.218750 Penalty: 1978.939697
	Iteration 4Q: 3 clusters Score -39757.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -39782.898438 Penalty: 1978.939697
	Iteration 5Q: 3 clusters Score -39782.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -39791.804688 Penalty: 1978.939697
	Iteration 6Q: 3 clusters Score -39791.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -39791.804688 Penalty: 1978.939697
	Iteration 7F: 3 clusters Score -39791.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Entering Unmasked Estep 
Score: -777160.437500 Penalty: 1429.945068
	Iteration 0F: 2 clusters Score -777160.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -772142.062500 Penalty: 2859.890137
	Iteration 0F: 3 clusters Score -772142.1 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -773851.875000 Penalty: 2859.890137
	Iteration 1F: 3 clusters Score -773851.9 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -774455.062500 Penalty: 2859.890137
	Iteration 2F: 3 clusters Score -774455.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -775082.687500 Penalty: 2859.890137
	Iteration 3F: 3 clusters Score -775082.7 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -775689.625000 Penalty: 2859.890137
	Iteration 4F: 3 clusters Score -775689.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -776071.250000 Penalty: 2859.890137
	Iteration 5F: 3 clusters Score -776071.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -776274.812500 Penalty: 2859.890137
	Iteration 6F: 3 clusters Score -776274.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -776382.875000 Penalty: 2859.890137
	Iteration 7Q: 3 clusters Score -776382.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -776448.750000 Penalty: 2859.890137
	Iteration 8Q: 3 clusters Score -776448.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -776488.562500 Penalty: 2859.890137
	Iteration 9Q: 3 clusters Score -776488.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -776508.500000 Penalty: 2859.890137
	Iteration 10Q: 3 clusters Score -776508.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -776524.562500 Penalty: 2859.890137
	Iteration 11Q: 3 clusters Score -776524.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -776537.937500 Penalty: 2859.890137
	Iteration 12Q: 3 clusters Score -776537.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -776550.187500 Penalty: 2859.890137
	Iteration 13Q: 3 clusters Score -776550.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -776561.062500 Penalty: 2859.890137
	Iteration 14Q: 3 clusters Score -776561.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -776571.000000 Penalty: 2859.890137
	Iteration 15Q: 3 clusters Score -776571 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -776578.750000 Penalty: 2859.890137
	Iteration 16Q: 3 clusters Score -776578.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -776586.750000 Penalty: 2859.890137
	Iteration 17Q: 3 clusters Score -776586.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -776593.625000 Penalty: 2859.890137
	Iteration 18Q: 3 clusters Score -776593.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -776597.750000 Penalty: 2859.890137
	Iteration 19Q: 3 clusters Score -776597.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -776602.250000 Penalty: 2859.890137
	Iteration 20F: 3 clusters Score -776602.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -776609.875000 Penalty: 2859.890137
	Iteration 21Q: 3 clusters Score -776609.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -776618.875000 Penalty: 2859.890137
	Iteration 22Q: 3 clusters Score -776618.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -776623.437500 Penalty: 2859.890137
	Iteration 23Q: 3 clusters Score -776623.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -776626.500000 Penalty: 2859.890137
	Iteration 24Q: 3 clusters Score -776626.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -776631.250000 Penalty: 2859.890137
	Iteration 25Q: 3 clusters Score -776631.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -776633.687500 Penalty: 2859.890137
	Iteration 26Q: 3 clusters Score -776633.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -776638.125000 Penalty: 2859.890137
	Iteration 27Q: 3 clusters Score -776638.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -776639.812500 Penalty: 2859.890137
	Iteration 28Q: 3 clusters Score -776639.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -776643.312500 Penalty: 2859.890137
	Iteration 29Q: 3 clusters Score -776643.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -776648.687500 Penalty: 2859.890137
	Iteration 30Q: 3 clusters Score -776648.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -776649.937500 Penalty: 2859.890137
	Iteration 31Q: 3 clusters Score -776649.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -776652.187500 Penalty: 2859.890137
	Iteration 32Q: 3 clusters Score -776652.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -776653.437500 Penalty: 2859.890137
	Iteration 33Q: 3 clusters Score -776653.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -776655.562500 Penalty: 2859.890137
	Iteration 34Q: 3 clusters Score -776655.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -776656.625000 Penalty: 2859.890137
	Iteration 35Q: 3 clusters Score -776656.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -776657.937500 Penalty: 2859.890137
	Iteration 36Q: 3 clusters Score -776657.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -776660.625000 Penalty: 2859.890137
	Iteration 37Q: 3 clusters Score -776660.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -776660.000000 Penalty: 2859.890137
	Iteration 38Q: 3 clusters Score -776660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -776660.000000 Penalty: 2859.890137
	Iteration 39F: 3 clusters Score -776660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -50896.925781 Penalty: 992.028870
	Iteration 0F: 2 clusters Score -50896.93 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 203 members 
Entering Unmasked Estep 
Score: -49944.589844 Penalty: 1984.057739
	Iteration 0F: 3 clusters Score -49944.59 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -50349.441406 Penalty: 1984.057739
	Iteration 1F: 3 clusters Score -50349.44 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -50504.093750 Penalty: 1984.057739
	Iteration 2F: 3 clusters Score -50504.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -50623.742188 Penalty: 1984.057739
	Iteration 3F: 3 clusters Score -50623.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -50666.402344 Penalty: 1984.057739
	Iteration 4Q: 3 clusters Score -50666.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -50690.492188 Penalty: 1984.057739
	Iteration 5Q: 3 clusters Score -50690.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -50691.519531 Penalty: 1984.057739
	Iteration 6Q: 3 clusters Score -50691.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -50691.519531 Penalty: 1984.057739
	Iteration 7F: 3 clusters Score -50691.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Entering Unmasked Estep 
Score: -61255.585938 Penalty: 1025.656860
	Iteration 0F: 2 clusters Score -61255.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60145.019531 Penalty: 2051.313721
	Iteration 0F: 3 clusters Score -60145.02 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -60351.574219 Penalty: 2051.313721
	Iteration 1F: 3 clusters Score -60351.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60406.113281 Penalty: 2051.313721
	Iteration 2F: 3 clusters Score -60406.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -60462.488281 Penalty: 2051.313721
	Iteration 3Q: 3 clusters Score -60462.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -60533.871094 Penalty: 2051.313721
	Iteration 4Q: 3 clusters Score -60533.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60612.906250 Penalty: 2051.313721
	Iteration 5Q: 3 clusters Score -60612.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -60708.300781 Penalty: 2051.313721
	Iteration 6Q: 3 clusters Score -60708.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -60750.402344 Penalty: 2051.313721
	Iteration 7Q: 3 clusters Score -60750.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -60782.144531 Penalty: 2051.313721
	Iteration 8Q: 3 clusters Score -60782.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -60825.492188 Penalty: 2051.313721
	Iteration 9Q: 3 clusters Score -60825.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60863.589844 Penalty: 2051.313721
	Iteration 10Q: 3 clusters Score -60863.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -60874.316406 Penalty: 2051.313721
	Iteration 11Q: 3 clusters Score -60874.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -60888.796875 Penalty: 2051.313721
	Iteration 12Q: 3 clusters Score -60888.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -60888.796875 Penalty: 2051.313721
	Iteration 13F: 3 clusters Score -60888.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -25183.906250 Penalty: 925.231506
	Iteration 0F: 2 clusters Score -25183.91 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 154 members 
Entering Unmasked Estep 
Score: -24388.615234 Penalty: 1850.463013
	Iteration 0F: 3 clusters Score -24388.62 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24596.603516 Penalty: 1850.463013
	Iteration 1F: 3 clusters Score -24596.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24712.992188 Penalty: 1850.463013
	Iteration 2F: 3 clusters Score -24712.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24754.917969 Penalty: 1850.463013
	Iteration 3F: 3 clusters Score -24754.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24775.712891 Penalty: 1850.463013
	Iteration 4Q: 3 clusters Score -24775.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24779.210938 Penalty: 1850.463013
	Iteration 5Q: 3 clusters Score -24779.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24779.210938 Penalty: 1850.463013
	Iteration 6F: 3 clusters Score -24779.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -12286.672852 Penalty: 879.392456
	Iteration 0F: 2 clusters Score -12286.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11621.911133 Penalty: 1758.784912
	Iteration 0F: 3 clusters Score -11621.91 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11761.675781 Penalty: 1758.784912
	Iteration 1F: 3 clusters Score -11761.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11827.729492 Penalty: 1758.784912
	Iteration 2F: 3 clusters Score -11827.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11864.459961 Penalty: 1758.784912
	Iteration 3Q: 3 clusters Score -11864.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11921.233398 Penalty: 1758.784912
	Iteration 4Q: 3 clusters Score -11921.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11940.536133 Penalty: 1758.784912
	Iteration 5Q: 3 clusters Score -11940.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11947.081055 Penalty: 1758.784912
	Iteration 6Q: 3 clusters Score -11947.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11949.667969 Penalty: 1758.784912
	Iteration 7Q: 3 clusters Score -11949.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11950.177734 Penalty: 1758.784912
	Iteration 8F: 3 clusters Score -11950.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11967.658203 Penalty: 1758.784912
	Iteration 9Q: 3 clusters Score -11967.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11970.651367 Penalty: 1758.784912
	Iteration 10Q: 3 clusters Score -11970.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11971.397461 Penalty: 1758.784912
	Iteration 11Q: 3 clusters Score -11971.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11973.803711 Penalty: 1758.784912
	Iteration 12Q: 3 clusters Score -11973.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12010.678711 Penalty: 1758.784912
	Iteration 13Q: 3 clusters Score -12010.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12021.396484 Penalty: 1758.784912
	Iteration 14Q: 3 clusters Score -12021.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12021.396484 Penalty: 1758.784912
	Iteration 15F: 3 clusters Score -12021.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Entering Unmasked Estep 
Score: -678683.312500 Penalty: 1399.295288
	Iteration 0F: 2 clusters Score -678683.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -674396.312500 Penalty: 2798.590576
	Iteration 0F: 3 clusters Score -674396.3 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -675604.062500 Penalty: 2798.590576
	Iteration 1F: 3 clusters Score -675604.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -675805.500000 Penalty: 2798.590576
	Iteration 2F: 3 clusters Score -675805.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -675972.187500 Penalty: 2798.590576
	Iteration 3F: 3 clusters Score -675972.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -676114.000000 Penalty: 2798.590576
	Iteration 4Q: 3 clusters Score -676114 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -676241.187500 Penalty: 2798.590576
	Iteration 5Q: 3 clusters Score -676241.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -676360.187500 Penalty: 2798.590576
	Iteration 6Q: 3 clusters Score -676360.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -676482.500000 Penalty: 2798.590576
	Iteration 7Q: 3 clusters Score -676482.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -676630.937500 Penalty: 2798.590576
	Iteration 8Q: 3 clusters Score -676630.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -676765.562500 Penalty: 2798.590576
	Iteration 9Q: 3 clusters Score -676765.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -676892.062500 Penalty: 2798.590576
	Iteration 10Q: 3 clusters Score -676892.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -677000.875000 Penalty: 2798.590576
	Iteration 11Q: 3 clusters Score -677000.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -677091.062500 Penalty: 2798.590576
	Iteration 12Q: 3 clusters Score -677091.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -677163.687500 Penalty: 2798.590576
	Iteration 13Q: 3 clusters Score -677163.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -677223.437500 Penalty: 2798.590576
	Iteration 14Q: 3 clusters Score -677223.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -677276.812500 Penalty: 2798.590576
	Iteration 15Q: 3 clusters Score -677276.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -677316.250000 Penalty: 2798.590576
	Iteration 16Q: 3 clusters Score -677316.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -677347.000000 Penalty: 2798.590576
	Iteration 17Q: 3 clusters Score -677347 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -677384.125000 Penalty: 2798.590576
	Iteration 18Q: 3 clusters Score -677384.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -677421.625000 Penalty: 2798.590576
	Iteration 19Q: 3 clusters Score -677421.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -677450.375000 Penalty: 2798.590576
	Iteration 20F: 3 clusters Score -677450.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -677466.375000 Penalty: 2798.590576
	Iteration 21Q: 3 clusters Score -677466.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -677483.062500 Penalty: 2798.590576
	Iteration 22Q: 3 clusters Score -677483.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -677495.437500 Penalty: 2798.590576
	Iteration 23Q: 3 clusters Score -677495.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -677506.062500 Penalty: 2798.590576
	Iteration 24Q: 3 clusters Score -677506.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -677515.500000 Penalty: 2798.590576
	Iteration 25Q: 3 clusters Score -677515.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -677523.750000 Penalty: 2798.590576
	Iteration 26Q: 3 clusters Score -677523.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -677531.437500 Penalty: 2798.590576
	Iteration 27Q: 3 clusters Score -677531.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -677533.750000 Penalty: 2798.590576
	Iteration 28Q: 3 clusters Score -677533.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -677535.125000 Penalty: 2798.590576
	Iteration 29Q: 3 clusters Score -677535.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -677538.562500 Penalty: 2798.590576
	Iteration 30Q: 3 clusters Score -677538.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -677545.375000 Penalty: 2798.590576
	Iteration 31Q: 3 clusters Score -677545.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -677550.625000 Penalty: 2798.590576
	Iteration 32Q: 3 clusters Score -677550.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -677554.687500 Penalty: 2798.590576
	Iteration 33Q: 3 clusters Score -677554.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -677559.312500 Penalty: 2798.590576
	Iteration 34Q: 3 clusters Score -677559.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -677562.937500 Penalty: 2798.590576
	Iteration 35Q: 3 clusters Score -677562.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -677570.062500 Penalty: 2798.590576
	Iteration 36Q: 3 clusters Score -677570.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -677575.312500 Penalty: 2798.590576
	Iteration 37Q: 3 clusters Score -677575.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -677576.625000 Penalty: 2798.590576
	Iteration 38Q: 3 clusters Score -677576.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -677578.812500 Penalty: 2798.590576
	Iteration 39Q: 3 clusters Score -677578.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -677581.312500 Penalty: 2798.590576
	Iteration 40F: 3 clusters Score -677581.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -677585.625000 Penalty: 2798.590576
	Iteration 41Q: 3 clusters Score -677585.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -677589.187500 Penalty: 2798.590576
	Iteration 42Q: 3 clusters Score -677589.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -677592.687500 Penalty: 2798.590576
	Iteration 43Q: 3 clusters Score -677592.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -677594.000000 Penalty: 2798.590576
	Iteration 44Q: 3 clusters Score -677594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -677596.125000 Penalty: 2798.590576
	Iteration 45Q: 3 clusters Score -677596.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -677596.625000 Penalty: 2798.590576
	Iteration 46Q: 3 clusters Score -677596.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -677596.750000 Penalty: 2798.590576
	Iteration 47Q: 3 clusters Score -677596.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -677596.875000 Penalty: 2798.590576
	Iteration 48Q: 3 clusters Score -677596.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -677598.500000 Penalty: 2798.590576
	Iteration 49Q: 3 clusters Score -677598.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -677600.000000 Penalty: 2798.590576
	Iteration 50Q: 3 clusters Score -677600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -677600.250000 Penalty: 2798.590576
	Iteration 51Q: 3 clusters Score -677600.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -677600.250000 Penalty: 2798.590576
	Iteration 52Q: 3 clusters Score -677600.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -677601.437500 Penalty: 2798.590576
	Iteration 53Q: 3 clusters Score -677601.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -677602.312500 Penalty: 2798.590576
	Iteration 54Q: 3 clusters Score -677602.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -677601.812500 Penalty: 2798.590576
	Iteration 55Q: 3 clusters Score -677601.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -677604.000000 Penalty: 2798.590576
	Iteration 56Q: 3 clusters Score -677604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -677604.000000 Penalty: 2798.590576
	Iteration 57F: 3 clusters Score -677604 nChanged 0
--- Evaluating fit on full set of 2755323 points ---
Entering Unmasked Estep 
Score: -339757952.000000 Penalty: 96388.796875
20->41 Clusters: Score -339757952.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 918441 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 45576 members 
Mstep: Class 3 contains 45652 members 
Mstep: Class 4 contains 45645 members 
Mstep: Class 5 contains 45756 members 
Mstep: Class 6 contains 45818 members 
Mstep: Class 7 contains 45610 members 
Mstep: Class 8 contains 45776 members 
Mstep: Class 9 contains 46469 members 
Mstep: Class 10 contains 46027 members 
Mstep: Class 11 contains 45943 members 
Mstep: Class 12 contains 46144 members 
Mstep: Class 13 contains 45983 members 
Mstep: Class 14 contains 45863 members 
Mstep: Class 15 contains 46120 members 
Mstep: Class 16 contains 45975 members 
Mstep: Class 17 contains 46240 members 
Mstep: Class 18 contains 45986 members 
Mstep: Class 19 contains 45714 members 
Mstep: Class 20 contains 46214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1174.313110 but Gain 2231.195312
Score: -105434984.000000 Penalty: 42392.710938
Iteration 0F: 20 clusters Score -1.05435e+08 nChanged 872157
Entering Unmasked Mstep 
Mstep: Class 0 contains 1852 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 72260 members 
Mstep: Class 3 contains 1844 members 
Mstep: Class 4 contains 2371 members 
Mstep: Class 5 contains 6002 members 
Mstep: Class 6 contains 9014 members 
Mstep: Class 7 contains 1095 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 307970 members 
Mstep: Class 10 contains 98199 members 
Mstep: Class 11 contains 238124 members 
Mstep: Class 12 contains 12237 members 
Mstep: Class 13 contains 57157 members 
Mstep: Class 14 contains 62800 members 
Mstep: Class 15 contains 3976 members 
Mstep: Class 16 contains 5151 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 3270 members 
Mstep: Class 20 contains 2098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1610.058228 but Gain 2231.195312
Score: -109830544.000000 Penalty: 40161.515625
Iteration 1F: 19 clusters Score -1.098305e+08 nChanged 299468
Entering Unmasked Mstep 
Mstep: Class 0 contains 1485 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 79241 members 
Mstep: Class 3 contains 2189 members 
Mstep: Class 4 contains 3448 members 
Mstep: Class 5 contains 10334 members 
Mstep: Class 6 contains 13499 members 
Mstep: Class 7 contains 1327 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 222360 members 
Mstep: Class 10 contains 110265 members 
Mstep: Class 11 contains 291532 members 
Mstep: Class 12 contains 10712 members 
Mstep: Class 13 contains 65198 members 
Mstep: Class 14 contains 58032 members 
Mstep: Class 16 contains 8869 members 
Mstep: Class 18 contains 4517 members 
Mstep: Class 19 contains 4137 members 
Mstep: Class 20 contains 2002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110395584.000000 Penalty: 40161.515625
Iteration 2F: 19 clusters Score -1.103956e+08 nChanged 241667
Entering Unmasked Mstep 
Mstep: Class 0 contains 1145 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 91813 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 2375 members 
Mstep: Class 5 contains 11526 members 
Mstep: Class 6 contains 25996 members 
Mstep: Class 7 contains 1228 members 
Mstep: Class 8 contains 3686 members 
Mstep: Class 9 contains 199628 members 
Mstep: Class 10 contains 118909 members 
Mstep: Class 11 contains 249007 members 
Mstep: Class 12 contains 14423 members 
Mstep: Class 13 contains 87997 members 
Mstep: Class 14 contains 61411 members 
Mstep: Class 16 contains 7811 members 
Mstep: Class 18 contains 7530 members 
Mstep: Class 19 contains 3613 members 
Mstep: Class 20 contains 3665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110785840.000000 Penalty: 40161.515625
Iteration 3F: 19 clusters Score -1.107858e+08 nChanged 179185
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 103067 members 
Mstep: Class 3 contains 3034 members 
Mstep: Class 4 contains 2076 members 
Mstep: Class 5 contains 12310 members 
Mstep: Class 6 contains 39621 members 
Mstep: Class 7 contains 1331 members 
Mstep: Class 8 contains 3425 members 
Mstep: Class 9 contains 171697 members 
Mstep: Class 10 contains 119115 members 
Mstep: Class 11 contains 213217 members 
Mstep: Class 12 contains 22009 members 
Mstep: Class 13 contains 115873 members 
Mstep: Class 14 contains 63220 members 
Mstep: Class 16 contains 5691 members 
Mstep: Class 18 contains 10688 members 
Mstep: Class 19 contains 2977 members 
Mstep: Class 20 contains 7187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111032392.000000 Penalty: 40161.515625
Iteration 4F: 19 clusters Score -1.110324e+08 nChanged 153321
Entering Unmasked Mstep 
Mstep: Class 0 contains 649 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 114356 members 
Mstep: Class 3 contains 3942 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 12443 members 
Mstep: Class 6 contains 50464 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 2646 members 
Mstep: Class 9 contains 148676 members 
Mstep: Class 10 contains 113285 members 
Mstep: Class 11 contains 186815 members 
Mstep: Class 12 contains 32655 members 
Mstep: Class 13 contains 139655 members 
Mstep: Class 14 contains 60722 members 
Mstep: Class 16 contains 5326 members 
Mstep: Class 18 contains 12803 members 
Mstep: Class 19 contains 2933 members 
Mstep: Class 20 contains 10084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111173000.000000 Penalty: 40161.515625
Iteration 5F: 19 clusters Score -1.11173e+08 nChanged 132162
Entering Unmasked Mstep 
Mstep: Class 0 contains 523 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 131608 members 
Mstep: Class 3 contains 4837 members 
Mstep: Class 4 contains 1849 members 
Mstep: Class 5 contains 12470 members 
Mstep: Class 6 contains 57760 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 2199 members 
Mstep: Class 9 contains 133732 members 
Mstep: Class 10 contains 108851 members 
Mstep: Class 11 contains 172419 members 
Mstep: Class 12 contains 43979 members 
Mstep: Class 13 contains 137211 members 
Mstep: Class 14 contains 58659 members 
Mstep: Class 16 contains 5389 members 
Mstep: Class 18 contains 14626 members 
Mstep: Class 19 contains 3339 members 
Mstep: Class 20 contains 12262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111274608.000000 Penalty: 40161.515625
Iteration 6F: 19 clusters Score -1.112746e+08 nChanged 103944
Entering Unmasked Mstep 
Mstep: Class 0 contains 445 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 151017 members 
Mstep: Class 3 contains 5526 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 12566 members 
Mstep: Class 6 contains 62923 members 
Mstep: Class 7 contains 1208 members 
Mstep: Class 8 contains 2232 members 
Mstep: Class 9 contains 127875 members 
Mstep: Class 10 contains 106518 members 
Mstep: Class 11 contains 158630 members 
Mstep: Class 12 contains 53720 members 
Mstep: Class 13 contains 123287 members 
Mstep: Class 14 contains 57071 members 
Mstep: Class 16 contains 5483 members 
Mstep: Class 18 contains 16281 members 
Mstep: Class 19 contains 3906 members 
Mstep: Class 20 contains 14049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111347200.000000 Penalty: 40161.515625
Iteration 7F: 19 clusters Score -1.113472e+08 nChanged 87804
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 163931 members 
Mstep: Class 3 contains 5954 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 12691 members 
Mstep: Class 6 contains 66794 members 
Mstep: Class 7 contains 1202 members 
Mstep: Class 8 contains 2522 members 
Mstep: Class 9 contains 122909 members 
Mstep: Class 10 contains 105191 members 
Mstep: Class 11 contains 145724 members 
Mstep: Class 12 contains 61701 members 
Mstep: Class 13 contains 113248 members 
Mstep: Class 14 contains 57430 members 
Mstep: Class 16 contains 5662 members 
Mstep: Class 18 contains 18702 members 
Mstep: Class 19 contains 4456 members 
Mstep: Class 20 contains 15349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111398840.000000 Penalty: 40161.515625
Iteration 8F: 19 clusters Score -1.113988e+08 nChanged 73672
Entering Unmasked Mstep 
Mstep: Class 0 contains 393 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 166153 members 
Mstep: Class 3 contains 6262 members 
Mstep: Class 4 contains 1832 members 
Mstep: Class 5 contains 12608 members 
Mstep: Class 6 contains 70235 members 
Mstep: Class 7 contains 1200 members 
Mstep: Class 8 contains 3032 members 
Mstep: Class 9 contains 118648 members 
Mstep: Class 10 contains 104012 members 
Mstep: Class 11 contains 137688 members 
Mstep: Class 12 contains 68263 members 
Mstep: Class 13 contains 106635 members 
Mstep: Class 14 contains 60270 members 
Mstep: Class 16 contains 5728 members 
Mstep: Class 18 contains 22290 members 
Mstep: Class 19 contains 5071 members 
Mstep: Class 20 contains 16124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111439512.000000 Penalty: 40161.515625
Iteration 9F: 19 clusters Score -1.114395e+08 nChanged 63018
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 161334 members 
Mstep: Class 3 contains 6463 members 
Mstep: Class 4 contains 1886 members 
Mstep: Class 5 contains 12378 members 
Mstep: Class 6 contains 73359 members 
Mstep: Class 7 contains 1204 members 
Mstep: Class 8 contains 3750 members 
Mstep: Class 9 contains 114589 members 
Mstep: Class 10 contains 102791 members 
Mstep: Class 11 contains 132056 members 
Mstep: Class 12 contains 74040 members 
Mstep: Class 13 contains 102826 members 
Mstep: Class 14 contains 65303 members 
Mstep: Class 16 contains 5771 members 
Mstep: Class 18 contains 26801 members 
Mstep: Class 19 contains 5627 members 
Mstep: Class 20 contains 16268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111473640.000000 Penalty: 40161.515625
Iteration 10F: 19 clusters Score -1.114736e+08 nChanged 55054
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 153724 members 
Mstep: Class 3 contains 6613 members 
Mstep: Class 4 contains 1912 members 
Mstep: Class 5 contains 12098 members 
Mstep: Class 6 contains 75840 members 
Mstep: Class 7 contains 1207 members 
Mstep: Class 8 contains 4467 members 
Mstep: Class 9 contains 110722 members 
Mstep: Class 10 contains 101655 members 
Mstep: Class 11 contains 126921 members 
Mstep: Class 12 contains 78881 members 
Mstep: Class 13 contains 100412 members 
Mstep: Class 14 contains 72307 members 
Mstep: Class 16 contains 5742 members 
Mstep: Class 18 contains 31871 members 
Mstep: Class 19 contains 6149 members 
Mstep: Class 20 contains 15962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111504416.000000 Penalty: 40161.515625
Iteration 11F: 19 clusters Score -1.115044e+08 nChanged 49936
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 145242 members 
Mstep: Class 3 contains 6765 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 11961 members 
Mstep: Class 6 contains 77589 members 
Mstep: Class 7 contains 1201 members 
Mstep: Class 8 contains 5015 members 
Mstep: Class 9 contains 106946 members 
Mstep: Class 10 contains 100310 members 
Mstep: Class 11 contains 121966 members 
Mstep: Class 12 contains 82734 members 
Mstep: Class 13 contains 98749 members 
Mstep: Class 14 contains 80957 members 
Mstep: Class 16 contains 5641 members 
Mstep: Class 18 contains 37146 members 
Mstep: Class 19 contains 6597 members 
Mstep: Class 20 contains 15516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111531024.000000 Penalty: 40161.515625
Iteration 12F: 19 clusters Score -1.11531e+08 nChanged 45149
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 137329 members 
Mstep: Class 3 contains 6869 members 
Mstep: Class 4 contains 1912 members 
Mstep: Class 5 contains 11943 members 
Mstep: Class 6 contains 78478 members 
Mstep: Class 7 contains 1203 members 
Mstep: Class 8 contains 5412 members 
Mstep: Class 9 contains 103740 members 
Mstep: Class 10 contains 98647 members 
Mstep: Class 11 contains 116876 members 
Mstep: Class 12 contains 85759 members 
Mstep: Class 13 contains 97008 members 
Mstep: Class 14 contains 90824 members 
Mstep: Class 16 contains 5520 members 
Mstep: Class 18 contains 42216 members 
Mstep: Class 19 contains 7038 members 
Mstep: Class 20 contains 15145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111554952.000000 Penalty: 40161.515625
Iteration 13Q: 19 clusters Score -1.11555e+08 nChanged 40360
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 129807 members 
Mstep: Class 3 contains 6981 members 
Mstep: Class 4 contains 1898 members 
Mstep: Class 5 contains 11929 members 
Mstep: Class 6 contains 78499 members 
Mstep: Class 7 contains 1201 members 
Mstep: Class 8 contains 5745 members 
Mstep: Class 9 contains 101079 members 
Mstep: Class 10 contains 96878 members 
Mstep: Class 11 contains 112317 members 
Mstep: Class 12 contains 87921 members 
Mstep: Class 13 contains 95344 members 
Mstep: Class 14 contains 101288 members 
Mstep: Class 16 contains 5392 members 
Mstep: Class 18 contains 46944 members 
Mstep: Class 19 contains 7445 members 
Mstep: Class 20 contains 14974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111577552.000000 Penalty: 40161.515625
Iteration 14Q: 19 clusters Score -1.115776e+08 nChanged 43208
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 121420 members 
Mstep: Class 3 contains 7093 members 
Mstep: Class 4 contains 1883 members 
Mstep: Class 5 contains 11905 members 
Mstep: Class 6 contains 78185 members 
Mstep: Class 7 contains 1200 members 
Mstep: Class 8 contains 6064 members 
Mstep: Class 9 contains 97372 members 
Mstep: Class 10 contains 96239 members 
Mstep: Class 11 contains 105089 members 
Mstep: Class 12 contains 89323 members 
Mstep: Class 13 contains 92373 members 
Mstep: Class 14 contains 118240 members 
Mstep: Class 16 contains 5262 members 
Mstep: Class 18 contains 51095 members 
Mstep: Class 19 contains 7780 members 
Mstep: Class 20 contains 14887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111592520.000000 Penalty: 40161.515625
Iteration 15Q: 19 clusters Score -1.115925e+08 nChanged 59734
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 112055 members 
Mstep: Class 3 contains 7207 members 
Mstep: Class 4 contains 1866 members 
Mstep: Class 5 contains 11895 members 
Mstep: Class 6 contains 78031 members 
Mstep: Class 7 contains 1199 members 
Mstep: Class 8 contains 6369 members 
Mstep: Class 9 contains 91641 members 
Mstep: Class 10 contains 96727 members 
Mstep: Class 11 contains 94110 members 
Mstep: Class 12 contains 89486 members 
Mstep: Class 13 contains 87434 members 
Mstep: Class 14 contains 144386 members 
Mstep: Class 16 contains 5152 members 
Mstep: Class 18 contains 54735 members 
Mstep: Class 19 contains 8047 members 
Mstep: Class 20 contains 14826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111581032.000000 Penalty: 40161.515625
Iteration 16F: 19 clusters Score -1.11581e+08 nChanged 69963
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 105585 members 
Mstep: Class 3 contains 7283 members 
Mstep: Class 4 contains 1847 members 
Mstep: Class 5 contains 11848 members 
Mstep: Class 6 contains 78716 members 
Mstep: Class 7 contains 1200 members 
Mstep: Class 8 contains 6620 members 
Mstep: Class 9 contains 88646 members 
Mstep: Class 10 contains 96588 members 
Mstep: Class 11 contains 84937 members 
Mstep: Class 12 contains 89735 members 
Mstep: Class 13 contains 85281 members 
Mstep: Class 14 contains 159564 members 
Mstep: Class 16 contains 5059 members 
Mstep: Class 18 contains 59003 members 
Mstep: Class 19 contains 8234 members 
Mstep: Class 20 contains 14724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111573936.000000 Penalty: 40161.515625
Iteration 17F: 19 clusters Score -1.115739e+08 nChanged 50500
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 106081 members 
Mstep: Class 3 contains 7390 members 
Mstep: Class 4 contains 1826 members 
Mstep: Class 5 contains 11789 members 
Mstep: Class 6 contains 79617 members 
Mstep: Class 7 contains 1199 members 
Mstep: Class 8 contains 6803 members 
Mstep: Class 9 contains 89416 members 
Mstep: Class 10 contains 95859 members 
Mstep: Class 11 contains 84303 members 
Mstep: Class 12 contains 90395 members 
Mstep: Class 13 contains 85505 members 
Mstep: Class 14 contains 152537 members 
Mstep: Class 16 contains 4969 members 
Mstep: Class 18 contains 63732 members 
Mstep: Class 19 contains 8481 members 
Mstep: Class 20 contains 14691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111586248.000000 Penalty: 40161.515625
Iteration 18F: 19 clusters Score -1.115862e+08 nChanged 35765
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 107005 members 
Mstep: Class 3 contains 7514 members 
Mstep: Class 4 contains 1800 members 
Mstep: Class 5 contains 11767 members 
Mstep: Class 6 contains 79517 members 
Mstep: Class 7 contains 1198 members 
Mstep: Class 8 contains 6950 members 
Mstep: Class 9 contains 90745 members 
Mstep: Class 10 contains 95475 members 
Mstep: Class 11 contains 87391 members 
Mstep: Class 12 contains 90642 members 
Mstep: Class 13 contains 85707 members 
Mstep: Class 14 contains 142184 members 
Mstep: Class 16 contains 4901 members 
Mstep: Class 18 contains 68165 members 
Mstep: Class 19 contains 8746 members 
Mstep: Class 20 contains 14724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111600856.000000 Penalty: 40161.515625
Iteration 19Q: 19 clusters Score -1.116009e+08 nChanged 29417
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 106815 members 
Mstep: Class 3 contains 7645 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 11741 members 
Mstep: Class 6 contains 78711 members 
Mstep: Class 7 contains 1202 members 
Mstep: Class 8 contains 7155 members 
Mstep: Class 9 contains 91647 members 
Mstep: Class 10 contains 95265 members 
Mstep: Class 11 contains 91918 members 
Mstep: Class 12 contains 90264 members 
Mstep: Class 13 contains 85887 members 
Mstep: Class 14 contains 133552 members 
Mstep: Class 16 contains 4822 members 
Mstep: Class 18 contains 72183 members 
Mstep: Class 19 contains 8990 members 
Mstep: Class 20 contains 14764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111614264.000000 Penalty: 40161.515625
Iteration 20F: 19 clusters Score -1.116143e+08 nChanged 26232
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 105541 members 
Mstep: Class 3 contains 7777 members 
Mstep: Class 4 contains 1754 members 
Mstep: Class 5 contains 11720 members 
Mstep: Class 6 contains 77562 members 
Mstep: Class 7 contains 1204 members 
Mstep: Class 8 contains 7326 members 
Mstep: Class 9 contains 91806 members 
Mstep: Class 10 contains 95081 members 
Mstep: Class 11 contains 96833 members 
Mstep: Class 12 contains 89655 members 
Mstep: Class 13 contains 86104 members 
Mstep: Class 14 contains 127184 members 
Mstep: Class 16 contains 4743 members 
Mstep: Class 18 contains 76020 members 
Mstep: Class 19 contains 9146 members 
Mstep: Class 20 contains 14851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111625232.000000 Penalty: 40161.515625
Iteration 21Q: 19 clusters Score -1.116252e+08 nChanged 23200
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 103996 members 
Mstep: Class 3 contains 7936 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 11707 members 
Mstep: Class 6 contains 76348 members 
Mstep: Class 7 contains 1205 members 
Mstep: Class 8 contains 7452 members 
Mstep: Class 9 contains 91394 members 
Mstep: Class 10 contains 94992 members 
Mstep: Class 11 contains 101593 members 
Mstep: Class 12 contains 88953 members 
Mstep: Class 13 contains 86285 members 
Mstep: Class 14 contains 122045 members 
Mstep: Class 16 contains 4672 members 
Mstep: Class 18 contains 79773 members 
Mstep: Class 19 contains 9233 members 
Mstep: Class 20 contains 14972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111633576.000000 Penalty: 40161.515625
Iteration 22Q: 19 clusters Score -1.116336e+08 nChanged 21694
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 102522 members 
Mstep: Class 3 contains 8085 members 
Mstep: Class 4 contains 1703 members 
Mstep: Class 5 contains 11701 members 
Mstep: Class 6 contains 75233 members 
Mstep: Class 7 contains 1205 members 
Mstep: Class 8 contains 7577 members 
Mstep: Class 9 contains 90514 members 
Mstep: Class 10 contains 94915 members 
Mstep: Class 11 contains 105319 members 
Mstep: Class 12 contains 88224 members 
Mstep: Class 13 contains 86730 members 
Mstep: Class 14 contains 117742 members 
Mstep: Class 16 contains 4601 members 
Mstep: Class 18 contains 83841 members 
Mstep: Class 19 contains 9274 members 
Mstep: Class 20 contains 15117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111639728.000000 Penalty: 40161.515625
Iteration 23Q: 19 clusters Score -1.116397e+08 nChanged 21036
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 101099 members 
Mstep: Class 3 contains 8251 members 
Mstep: Class 4 contains 1672 members 
Mstep: Class 5 contains 11701 members 
Mstep: Class 6 contains 74195 members 
Mstep: Class 7 contains 1206 members 
Mstep: Class 8 contains 7696 members 
Mstep: Class 9 contains 89329 members 
Mstep: Class 10 contains 94900 members 
Mstep: Class 11 contains 107386 members 
Mstep: Class 12 contains 87610 members 
Mstep: Class 13 contains 87623 members 
Mstep: Class 14 contains 114210 members 
Mstep: Class 16 contains 4520 members 
Mstep: Class 18 contains 88341 members 
Mstep: Class 19 contains 9284 members 
Mstep: Class 20 contains 15290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111644368.000000 Penalty: 40161.515625
Iteration 24Q: 19 clusters Score -1.116444e+08 nChanged 20399
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 99753 members 
Mstep: Class 3 contains 8442 members 
Mstep: Class 4 contains 1634 members 
Mstep: Class 5 contains 11680 members 
Mstep: Class 6 contains 73201 members 
Mstep: Class 7 contains 1206 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 88061 members 
Mstep: Class 10 contains 95001 members 
Mstep: Class 11 contains 107708 members 
Mstep: Class 12 contains 87116 members 
Mstep: Class 13 contains 88817 members 
Mstep: Class 14 contains 111342 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 18 contains 93400 members 
Mstep: Class 19 contains 9268 members 
Mstep: Class 20 contains 15489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111649624.000000 Penalty: 40161.515625
Iteration 25Q: 19 clusters Score -1.116496e+08 nChanged 19242
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 98599 members 
Mstep: Class 3 contains 8638 members 
Mstep: Class 4 contains 1609 members 
Mstep: Class 5 contains 11668 members 
Mstep: Class 6 contains 72272 members 
Mstep: Class 7 contains 1205 members 
Mstep: Class 8 contains 7966 members 
Mstep: Class 9 contains 86610 members 
Mstep: Class 10 contains 95066 members 
Mstep: Class 11 contains 106571 members 
Mstep: Class 12 contains 86726 members 
Mstep: Class 13 contains 90027 members 
Mstep: Class 14 contains 109128 members 
Mstep: Class 16 contains 4311 members 
Mstep: Class 18 contains 99034 members 
Mstep: Class 19 contains 9246 members 
Mstep: Class 20 contains 15727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111654040.000000 Penalty: 40161.515625
Iteration 26Q: 19 clusters Score -1.11654e+08 nChanged 19649
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 97542 members 
Mstep: Class 3 contains 8816 members 
Mstep: Class 4 contains 1591 members 
Mstep: Class 5 contains 11648 members 
Mstep: Class 6 contains 71383 members 
Mstep: Class 7 contains 1203 members 
Mstep: Class 8 contains 8131 members 
Mstep: Class 9 contains 85178 members 
Mstep: Class 10 contains 95018 members 
Mstep: Class 11 contains 104205 members 
Mstep: Class 12 contains 86430 members 
Mstep: Class 13 contains 91079 members 
Mstep: Class 14 contains 107266 members 
Mstep: Class 16 contains 4193 members 
Mstep: Class 18 contains 105403 members 
Mstep: Class 19 contains 9223 members 
Mstep: Class 20 contains 16190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111655416.000000 Penalty: 40161.515625
Iteration 27Q: 19 clusters Score -1.116554e+08 nChanged 19406
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 96910 members 
Mstep: Class 3 contains 9001 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 11627 members 
Mstep: Class 6 contains 70452 members 
Mstep: Class 7 contains 1199 members 
Mstep: Class 8 contains 8213 members 
Mstep: Class 9 contains 83998 members 
Mstep: Class 10 contains 94954 members 
Mstep: Class 11 contains 101454 members 
Mstep: Class 12 contains 86247 members 
Mstep: Class 13 contains 91859 members 
Mstep: Class 14 contains 105936 members 
Mstep: Class 16 contains 4082 members 
Mstep: Class 18 contains 111067 members 
Mstep: Class 19 contains 9185 members 
Mstep: Class 20 contains 16842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111656248.000000 Penalty: 40161.515625
Iteration 28Q: 19 clusters Score -1.116562e+08 nChanged 18323
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 96659 members 
Mstep: Class 3 contains 9172 members 
Mstep: Class 4 contains 1574 members 
Mstep: Class 5 contains 11604 members 
Mstep: Class 6 contains 69485 members 
Mstep: Class 7 contains 1198 members 
Mstep: Class 8 contains 8274 members 
Mstep: Class 9 contains 83168 members 
Mstep: Class 10 contains 94918 members 
Mstep: Class 11 contains 99559 members 
Mstep: Class 12 contains 86134 members 
Mstep: Class 13 contains 92330 members 
Mstep: Class 14 contains 104994 members 
Mstep: Class 16 contains 3981 members 
Mstep: Class 18 contains 114814 members 
Mstep: Class 19 contains 9134 members 
Mstep: Class 20 contains 17689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111656048.000000 Penalty: 40161.515625
Iteration 29Q: 19 clusters Score -1.11656e+08 nChanged 16623
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 96558 members 
Mstep: Class 3 contains 9347 members 
Mstep: Class 4 contains 1566 members 
Mstep: Class 5 contains 11591 members 
Mstep: Class 6 contains 68607 members 
Mstep: Class 7 contains 1201 members 
Mstep: Class 8 contains 8304 members 
Mstep: Class 9 contains 82605 members 
Mstep: Class 10 contains 94959 members 
Mstep: Class 11 contains 98998 members 
Mstep: Class 12 contains 86055 members 
Mstep: Class 13 contains 92452 members 
Mstep: Class 14 contains 104462 members 
Mstep: Class 16 contains 3887 members 
Mstep: Class 18 contains 116438 members 
Mstep: Class 19 contains 9079 members 
Mstep: Class 20 contains 18643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111656200.000000 Penalty: 40161.515625
Iteration 30Q: 19 clusters Score -1.116562e+08 nChanged 14581
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 96389 members 
Mstep: Class 3 contains 9515 members 
Mstep: Class 4 contains 1554 members 
Mstep: Class 5 contains 11552 members 
Mstep: Class 6 contains 67818 members 
Mstep: Class 7 contains 1202 members 
Mstep: Class 8 contains 8319 members 
Mstep: Class 9 contains 82243 members 
Mstep: Class 10 contains 95134 members 
Mstep: Class 11 contains 99196 members 
Mstep: Class 12 contains 85870 members 
Mstep: Class 13 contains 92440 members 
Mstep: Class 14 contains 104266 members 
Mstep: Class 16 contains 3804 members 
Mstep: Class 18 contains 116869 members 
Mstep: Class 19 contains 9013 members 
Mstep: Class 20 contains 19630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111656320.000000 Penalty: 40161.515625
Iteration 31Q: 19 clusters Score -1.116563e+08 nChanged 12656
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 96348 members 
Mstep: Class 3 contains 9653 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 11541 members 
Mstep: Class 6 contains 67150 members 
Mstep: Class 7 contains 1203 members 
Mstep: Class 8 contains 8278 members 
Mstep: Class 9 contains 82039 members 
Mstep: Class 10 contains 95257 members 
Mstep: Class 11 contains 99839 members 
Mstep: Class 12 contains 85574 members 
Mstep: Class 13 contains 92276 members 
Mstep: Class 14 contains 104200 members 
Mstep: Class 16 contains 3751 members 
Mstep: Class 18 contains 116644 members 
Mstep: Class 19 contains 8952 members 
Mstep: Class 20 contains 20598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111657544.000000 Penalty: 40161.515625
Iteration 32Q: 19 clusters Score -1.116575e+08 nChanged 11437
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 96311 members 
Mstep: Class 3 contains 9780 members 
Mstep: Class 4 contains 1531 members 
Mstep: Class 5 contains 11533 members 
Mstep: Class 6 contains 66587 members 
Mstep: Class 7 contains 1202 members 
Mstep: Class 8 contains 8260 members 
Mstep: Class 9 contains 81919 members 
Mstep: Class 10 contains 95266 members 
Mstep: Class 11 contains 100433 members 
Mstep: Class 12 contains 85194 members 
Mstep: Class 13 contains 92071 members 
Mstep: Class 14 contains 104428 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 18 contains 116202 members 
Mstep: Class 19 contains 8891 members 
Mstep: Class 20 contains 21530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111659080.000000 Penalty: 40161.515625
Iteration 33Q: 19 clusters Score -1.116591e+08 nChanged 10816
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 96299 members 
Mstep: Class 3 contains 9906 members 
Mstep: Class 4 contains 1518 members 
Mstep: Class 5 contains 11536 members 
Mstep: Class 6 contains 66141 members 
Mstep: Class 7 contains 1201 members 
Mstep: Class 8 contains 8197 members 
Mstep: Class 9 contains 81817 members 
Mstep: Class 10 contains 95266 members 
Mstep: Class 11 contains 100978 members 
Mstep: Class 12 contains 84832 members 
Mstep: Class 13 contains 91767 members 
Mstep: Class 14 contains 104651 members 
Mstep: Class 16 contains 3681 members 
Mstep: Class 18 contains 115704 members 
Mstep: Class 19 contains 8832 members 
Mstep: Class 20 contains 22514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111661104.000000 Penalty: 40161.515625
Iteration 34Q: 19 clusters Score -1.116611e+08 nChanged 10173
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 96292 members 
Mstep: Class 3 contains 10031 members 
Mstep: Class 4 contains 1505 members 
Mstep: Class 5 contains 11533 members 
Mstep: Class 6 contains 65765 members 
Mstep: Class 7 contains 1202 members 
Mstep: Class 8 contains 8167 members 
Mstep: Class 9 contains 81724 members 
Mstep: Class 10 contains 95227 members 
Mstep: Class 11 contains 101556 members 
Mstep: Class 12 contains 84356 members 
Mstep: Class 13 contains 91428 members 
Mstep: Class 14 contains 104871 members 
Mstep: Class 16 contains 3650 members 
Mstep: Class 18 contains 115291 members 
Mstep: Class 19 contains 8777 members 
Mstep: Class 20 contains 23456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111663096.000000 Penalty: 40161.515625
Iteration 35Q: 19 clusters Score -1.116631e+08 nChanged 9609
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 96339 members 
Mstep: Class 3 contains 10157 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 11514 members 
Mstep: Class 6 contains 65395 members 
Mstep: Class 7 contains 1200 members 
Mstep: Class 8 contains 8149 members 
Mstep: Class 9 contains 81638 members 
Mstep: Class 10 contains 95228 members 
Mstep: Class 11 contains 101949 members 
Mstep: Class 12 contains 83740 members 
Mstep: Class 13 contains 91075 members 
Mstep: Class 14 contains 105195 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 18 contains 115129 members 
Mstep: Class 19 contains 8740 members 
Mstep: Class 20 contains 24251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111664632.000000 Penalty: 40161.515625
Iteration 36Q: 19 clusters Score -1.116646e+08 nChanged 9243
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 96523 members 
Mstep: Class 3 contains 10253 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 11502 members 
Mstep: Class 6 contains 65038 members 
Mstep: Class 7 contains 1202 members 
Mstep: Class 8 contains 8128 members 
Mstep: Class 9 contains 81532 members 
Mstep: Class 10 contains 95243 members 
Mstep: Class 11 contains 102158 members 
Mstep: Class 12 contains 83050 members 
Mstep: Class 13 contains 90729 members 
Mstep: Class 14 contains 105508 members 
Mstep: Class 16 contains 3593 members 
Mstep: Class 18 contains 115105 members 
Mstep: Class 19 contains 8701 members 
Mstep: Class 20 contains 25040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111665336.000000 Penalty: 40161.515625
Iteration 37Q: 19 clusters Score -1.116653e+08 nChanged 8999
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 96797 members 
Mstep: Class 3 contains 10348 members 
Mstep: Class 4 contains 1473 members 
Mstep: Class 5 contains 11482 members 
Mstep: Class 6 contains 64715 members 
Mstep: Class 7 contains 1205 members 
Mstep: Class 8 contains 8128 members 
Mstep: Class 9 contains 81427 members 
Mstep: Class 10 contains 95175 members 
Mstep: Class 11 contains 102241 members 
Mstep: Class 12 contains 82392 members 
Mstep: Class 13 contains 90369 members 
Mstep: Class 14 contains 105828 members 
Mstep: Class 16 contains 3577 members 
Mstep: Class 18 contains 115183 members 
Mstep: Class 19 contains 8662 members 
Mstep: Class 20 contains 25769 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 38Q: 19 clusters Score -1.116662e+08 nChanged 8804
Entering ConstructFrom: 
Score: -111666168.000000 Penalty: 40161.515625
Entering ConstructFrom: 
Trying to split cluster 1 (13304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Entering Unmasked Estep 
Score: -1624613.625000 Penalty: 1543.070801
	Iteration 0F: 2 clusters Score -1624614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1615392.375000 Penalty: 3086.141602
	Iteration 0F: 3 clusters Score -1615392 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1619172.750000 Penalty: 3086.141602
	Iteration 1F: 3 clusters Score -1619173 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1620104.875000 Penalty: 3086.141602
	Iteration 2F: 3 clusters Score -1620105 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1620917.500000 Penalty: 3086.141602
	Iteration 3F: 3 clusters Score -1620918 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1621578.250000 Penalty: 3086.141602
	Iteration 4F: 3 clusters Score -1621578 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1622102.125000 Penalty: 3086.141602
	Iteration 5F: 3 clusters Score -1622102 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1622534.750000 Penalty: 3086.141602
	Iteration 6F: 3 clusters Score -1622535 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1622877.500000 Penalty: 3086.141602
	Iteration 7Q: 3 clusters Score -1622878 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1623134.625000 Penalty: 3086.141602
	Iteration 8Q: 3 clusters Score -1623135 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1623371.750000 Penalty: 3086.141602
	Iteration 9Q: 3 clusters Score -1623372 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1623620.625000 Penalty: 3086.141602
	Iteration 10Q: 3 clusters Score -1623621 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1623901.125000 Penalty: 3086.141602
	Iteration 11Q: 3 clusters Score -1623901 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1624238.500000 Penalty: 3086.141602
	Iteration 12Q: 3 clusters Score -1624238 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1624645.625000 Penalty: 3086.141602
	Iteration 13Q: 3 clusters Score -1624646 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1625026.750000 Penalty: 3086.141602
	Iteration 14Q: 3 clusters Score -1625027 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1625212.625000 Penalty: 3086.141602
	Iteration 15Q: 3 clusters Score -1625213 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1625302.125000 Penalty: 3086.141602
	Iteration 16Q: 3 clusters Score -1625302 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1625335.500000 Penalty: 3086.141602
	Iteration 17Q: 3 clusters Score -1625336 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1625368.000000 Penalty: 3086.141602
	Iteration 18Q: 3 clusters Score -1625368 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1625378.500000 Penalty: 3086.141602
	Iteration 19Q: 3 clusters Score -1625378 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1625386.375000 Penalty: 3086.141602
	Iteration 20F: 3 clusters Score -1625386 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1625387.500000 Penalty: 3086.141602
	Iteration 21Q: 3 clusters Score -1625388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1625389.000000 Penalty: 3086.141602
	Iteration 22Q: 3 clusters Score -1625389 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1625396.250000 Penalty: 3086.141602
	Iteration 23Q: 3 clusters Score -1625396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1625402.375000 Penalty: 3086.141602
	Iteration 24Q: 3 clusters Score -1625402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1625398.500000 Penalty: 3086.141602
	Iteration 25Q: 3 clusters Score -1625398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1625406.750000 Penalty: 3086.141602
	Iteration 26Q: 3 clusters Score -1625407 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1625413.500000 Penalty: 3086.141602
	Iteration 27Q: 3 clusters Score -1625414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1625412.750000 Penalty: 3086.141602
	Iteration 28Q: 3 clusters Score -1625413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1625412.000000 Penalty: 3086.141602
	Iteration 29Q: 3 clusters Score -1625412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1625412.000000 Penalty: 3086.141602
	Iteration 30Q: 3 clusters Score -1625412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1625414.125000 Penalty: 3086.141602
	Iteration 31Q: 3 clusters Score -1625414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1625412.000000 Penalty: 3086.141602
	Iteration 32Q: 3 clusters Score -1625412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1625413.250000 Penalty: 3086.141602
	Iteration 33Q: 3 clusters Score -1625413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1625412.000000 Penalty: 3086.141602
	Iteration 34Q: 3 clusters Score -1625412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1625415.875000 Penalty: 3086.141602
	Iteration 35Q: 3 clusters Score -1625416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1625416.875000 Penalty: 3086.141602
	Iteration 36Q: 3 clusters Score -1625417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1625418.375000 Penalty: 3086.141602
	Iteration 37Q: 3 clusters Score -1625418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1625420.125000 Penalty: 3086.141602
	Iteration 38Q: 3 clusters Score -1625420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1625419.625000 Penalty: 3086.141602
	Iteration 39Q: 3 clusters Score -1625420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1625420.250000 Penalty: 3086.141602
	Iteration 40F: 3 clusters Score -1625420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1625421.875000 Penalty: 3086.141602
	Iteration 41Q: 3 clusters Score -1625422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1625419.750000 Penalty: 3086.141602
	Iteration 42Q: 3 clusters Score -1625420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1625421.875000 Penalty: 3086.141602
	Iteration 43Q: 3 clusters Score -1625422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1625421.125000 Penalty: 3086.141602
	Iteration 44Q: 3 clusters Score -1625421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1625419.375000 Penalty: 3086.141602
	Iteration 45Q: 3 clusters Score -1625419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1625419.750000 Penalty: 3086.141602
	Iteration 46Q: 3 clusters Score -1625420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1625420.250000 Penalty: 3086.141602
	Iteration 47Q: 3 clusters Score -1625420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1625420.375000 Penalty: 3086.141602
	Iteration 48Q: 3 clusters Score -1625420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1625420.000000 Penalty: 3086.141602
	Iteration 49Q: 3 clusters Score -1625420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1625419.125000 Penalty: 3086.141602
	Iteration 50Q: 3 clusters Score -1625419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1625424.000000 Penalty: 3086.141602
	Iteration 51Q: 3 clusters Score -1625424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1625424.000000 Penalty: 3086.141602
	Iteration 52F: 3 clusters Score -1625424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 97198 members 
Mstep: Class 3 contains 10446 members 
Mstep: Class 4 contains 1463 members 
Mstep: Class 5 contains 11471 members 
Mstep: Class 6 contains 64395 members 
Mstep: Class 7 contains 1207 members 
Mstep: Class 8 contains 8097 members 
Mstep: Class 9 contains 81346 members 
Mstep: Class 10 contains 95080 members 
Mstep: Class 11 contains 102287 members 
Mstep: Class 12 contains 81666 members 
Mstep: Class 13 contains 90013 members 
Mstep: Class 14 contains 106113 members 
Mstep: Class 15 contains 3572 members 
Mstep: Class 16 contains 3574 members 
Mstep: Class 18 contains 115276 members 
Mstep: Class 19 contains 8629 members 
Mstep: Class 20 contains 26494 members 
Entering Unmasked Estep 
Score: -111666768.000000 Penalty: 42392.710938
Splitting cluster 1 changes total score from -111666168.000000 to -111666768.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 2 (97198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97198 members 
Entering Unmasked Estep 
Score: -12190157.000000 Penalty: 1866.232178
	Iteration 0F: 2 clusters Score -1.219016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
Score: -12125433.000000 Penalty: 3732.464355
	Iteration 0F: 3 clusters Score -1.212543e+07 nChanged 46572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52410 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -12153080.000000 Penalty: 3732.464355
	Iteration 1F: 3 clusters Score -1.215308e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54689 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
Score: -12154856.000000 Penalty: 3732.464355
	Iteration 2Q: 3 clusters Score -1.215486e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57835 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -12157723.000000 Penalty: 3732.464355
	Iteration 3F: 3 clusters Score -1.215772e+07 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62143 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -12162481.000000 Penalty: 3732.464355
	Iteration 4F: 3 clusters Score -1.216248e+07 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67169 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -12169025.000000 Penalty: 3732.464355
	Iteration 5F: 3 clusters Score -1.216902e+07 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71761 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -12176544.000000 Penalty: 3732.464355
	Iteration 6F: 3 clusters Score -1.217654e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74299 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -12182764.000000 Penalty: 3732.464355
	Iteration 7F: 3 clusters Score -1.218276e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75055 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -12185161.000000 Penalty: 3732.464355
	Iteration 8Q: 3 clusters Score -1.218516e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75350 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -12185829.000000 Penalty: 3732.464355
	Iteration 9Q: 3 clusters Score -1.218583e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75516 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -12186282.000000 Penalty: 3732.464355
	Iteration 10Q: 3 clusters Score -1.218628e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75619 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -12186500.000000 Penalty: 3732.464355
	Iteration 11Q: 3 clusters Score -1.21865e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75669 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -12186548.000000 Penalty: 3732.464355
	Iteration 12Q: 3 clusters Score -1.218655e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75739 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -12186603.000000 Penalty: 3732.464355
	Iteration 13Q: 3 clusters Score -1.21866e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75813 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -12186659.000000 Penalty: 3732.464355
	Iteration 14Q: 3 clusters Score -1.218666e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75888 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -12186704.000000 Penalty: 3732.464355
	Iteration 15Q: 3 clusters Score -1.21867e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75968 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -12186779.000000 Penalty: 3732.464355
	Iteration 16Q: 3 clusters Score -1.218678e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76045 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -12186822.000000 Penalty: 3732.464355
	Iteration 17Q: 3 clusters Score -1.218682e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76127 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -12186854.000000 Penalty: 3732.464355
	Iteration 18Q: 3 clusters Score -1.218685e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76208 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -12186870.000000 Penalty: 3732.464355
	Iteration 19Q: 3 clusters Score -1.218687e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76293 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -12186889.000000 Penalty: 3732.464355
	Iteration 20F: 3 clusters Score -1.218689e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76388 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -12186918.000000 Penalty: 3732.464355
	Iteration 21Q: 3 clusters Score -1.218692e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76458 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -12186943.000000 Penalty: 3732.464355
	Iteration 22Q: 3 clusters Score -1.218694e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76510 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -12186968.000000 Penalty: 3732.464355
	Iteration 23Q: 3 clusters Score -1.218697e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76570 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -12186971.000000 Penalty: 3732.464355
	Iteration 24Q: 3 clusters Score -1.218697e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76627 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -12186996.000000 Penalty: 3732.464355
	Iteration 25Q: 3 clusters Score -1.2187e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76678 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -12187003.000000 Penalty: 3732.464355
	Iteration 26Q: 3 clusters Score -1.2187e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76714 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -12187003.000000 Penalty: 3732.464355
	Iteration 27Q: 3 clusters Score -1.2187e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76768 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -12187015.000000 Penalty: 3732.464355
	Iteration 28Q: 3 clusters Score -1.218702e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76819 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -12187006.000000 Penalty: 3732.464355
	Iteration 29Q: 3 clusters Score -1.218701e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76855 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -12187015.000000 Penalty: 3732.464355
	Iteration 30Q: 3 clusters Score -1.218702e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76891 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -12187022.000000 Penalty: 3732.464355
	Iteration 31Q: 3 clusters Score -1.218702e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76941 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -12187038.000000 Penalty: 3732.464355
	Iteration 32Q: 3 clusters Score -1.218704e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76987 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -12187027.000000 Penalty: 3732.464355
	Iteration 33Q: 3 clusters Score -1.218703e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77030 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -12187031.000000 Penalty: 3732.464355
	Iteration 34Q: 3 clusters Score -1.218703e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77069 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -12187023.000000 Penalty: 3732.464355
	Iteration 35Q: 3 clusters Score -1.218702e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77098 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -12187025.000000 Penalty: 3732.464355
	Iteration 36Q: 3 clusters Score -1.218702e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77131 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -12187018.000000 Penalty: 3732.464355
	Iteration 37Q: 3 clusters Score -1.218702e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77157 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -12187031.000000 Penalty: 3732.464355
	Iteration 38Q: 3 clusters Score -1.218703e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77191 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -12187027.000000 Penalty: 3732.464355
	Iteration 39Q: 3 clusters Score -1.218703e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77223 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -12187039.000000 Penalty: 3732.464355
	Iteration 40F: 3 clusters Score -1.218704e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77259 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -12187033.000000 Penalty: 3732.464355
	Iteration 41Q: 3 clusters Score -1.218703e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77294 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -12187028.000000 Penalty: 3732.464355
	Iteration 42Q: 3 clusters Score -1.218703e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77323 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -12187036.000000 Penalty: 3732.464355
	Iteration 43Q: 3 clusters Score -1.218704e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77355 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -12187043.000000 Penalty: 3732.464355
	Iteration 44Q: 3 clusters Score -1.218704e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77389 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -12187043.000000 Penalty: 3732.464355
	Iteration 45Q: 3 clusters Score -1.218704e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77424 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -12187049.000000 Penalty: 3732.464355
	Iteration 46Q: 3 clusters Score -1.218705e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77456 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -12187077.000000 Penalty: 3732.464355
	Iteration 47Q: 3 clusters Score -1.218708e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77492 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -12187073.000000 Penalty: 3732.464355
	Iteration 48Q: 3 clusters Score -1.218707e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77545 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -12187081.000000 Penalty: 3732.464355
	Iteration 49Q: 3 clusters Score -1.218708e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77587 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -12187080.000000 Penalty: 3732.464355
	Iteration 50Q: 3 clusters Score -1.218708e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77618 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -12187096.000000 Penalty: 3732.464355
	Iteration 51Q: 3 clusters Score -1.21871e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77664 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -12187111.000000 Penalty: 3732.464355
	Iteration 52Q: 3 clusters Score -1.218711e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77710 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -12187117.000000 Penalty: 3732.464355
	Iteration 53Q: 3 clusters Score -1.218712e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77757 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -12187116.000000 Penalty: 3732.464355
	Iteration 54Q: 3 clusters Score -1.218712e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77787 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -12187137.000000 Penalty: 3732.464355
	Iteration 55Q: 3 clusters Score -1.218714e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77807 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -12187133.000000 Penalty: 3732.464355
	Iteration 56Q: 3 clusters Score -1.218713e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77823 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -12187139.000000 Penalty: 3732.464355
	Iteration 57Q: 3 clusters Score -1.218714e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77830 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -12187147.000000 Penalty: 3732.464355
	Iteration 58Q: 3 clusters Score -1.218715e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77840 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -12187146.000000 Penalty: 3732.464355
	Iteration 59Q: 3 clusters Score -1.218715e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77847 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -12187148.000000 Penalty: 3732.464355
	Iteration 60F: 3 clusters Score -1.218715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77851 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -12187156.000000 Penalty: 3732.464355
	Iteration 61Q: 3 clusters Score -1.218716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77853 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -12187147.000000 Penalty: 3732.464355
	Iteration 62Q: 3 clusters Score -1.218715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77857 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -12187156.000000 Penalty: 3732.464355
	Iteration 63Q: 3 clusters Score -1.218716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77861 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -12187163.000000 Penalty: 3732.464355
	Iteration 64Q: 3 clusters Score -1.218716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77865 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -12187161.000000 Penalty: 3732.464355
	Iteration 65Q: 3 clusters Score -1.218716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77868 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -12187161.000000 Penalty: 3732.464355
	Iteration 66Q: 3 clusters Score -1.218716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77869 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -12187161.000000 Penalty: 3732.464355
	Iteration 67Q: 3 clusters Score -1.218716e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77869 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -12187161.000000 Penalty: 3732.464355
	Iteration 68F: 3 clusters Score -1.218716e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Entering Unmasked Estep 
Score: -1185014.375000 Penalty: 1503.770752
	Iteration 0F: 2 clusters Score -1185014 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 5202 members 
Entering Unmasked Estep 
Score: -1177832.750000 Penalty: 3007.541504
	Iteration 0F: 3 clusters Score -1177833 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1183547.875000 Penalty: 3007.541504
	Iteration 1F: 3 clusters Score -1183548 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1185894.875000 Penalty: 3007.541504
	Iteration 2F: 3 clusters Score -1185895 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1187649.250000 Penalty: 3007.541504
	Iteration 3F: 3 clusters Score -1187649 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1188839.625000 Penalty: 3007.541504
	Iteration 4F: 3 clusters Score -1188840 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1189493.375000 Penalty: 3007.541504
	Iteration 5F: 3 clusters Score -1189493 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1189812.750000 Penalty: 3007.541504
	Iteration 6Q: 3 clusters Score -1189813 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1190002.250000 Penalty: 3007.541504
	Iteration 7Q: 3 clusters Score -1190002 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1190072.750000 Penalty: 3007.541504
	Iteration 8Q: 3 clusters Score -1190073 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1190085.500000 Penalty: 3007.541504
	Iteration 9Q: 3 clusters Score -1190086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1190094.375000 Penalty: 3007.541504
	Iteration 10Q: 3 clusters Score -1190094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1190100.375000 Penalty: 3007.541504
	Iteration 11Q: 3 clusters Score -1190100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1190099.250000 Penalty: 3007.541504
	Iteration 12Q: 3 clusters Score -1190099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1190101.625000 Penalty: 3007.541504
	Iteration 13Q: 3 clusters Score -1190102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1190102.625000 Penalty: 3007.541504
	Iteration 14Q: 3 clusters Score -1190103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1190103.000000 Penalty: 3007.541504
	Iteration 15Q: 3 clusters Score -1190103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1190104.375000 Penalty: 3007.541504
	Iteration 16Q: 3 clusters Score -1190104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1190104.000000 Penalty: 3007.541504
	Iteration 17Q: 3 clusters Score -1190104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1190102.625000 Penalty: 3007.541504
	Iteration 18Q: 3 clusters Score -1190103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1190102.625000 Penalty: 3007.541504
	Iteration 19F: 3 clusters Score -1190103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 97198 members 
Mstep: Class 3 contains 9626 members 
Mstep: Class 4 contains 1463 members 
Mstep: Class 5 contains 11471 members 
Mstep: Class 6 contains 64395 members 
Mstep: Class 7 contains 1207 members 
Mstep: Class 8 contains 8097 members 
Mstep: Class 9 contains 81346 members 
Mstep: Class 10 contains 95080 members 
Mstep: Class 11 contains 102287 members 
Mstep: Class 12 contains 81666 members 
Mstep: Class 13 contains 90013 members 
Mstep: Class 14 contains 106113 members 
Mstep: Class 15 contains 3572 members 
Mstep: Class 16 contains 3574 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 115276 members 
Mstep: Class 19 contains 8629 members 
Mstep: Class 20 contains 26494 members 
Entering Unmasked Estep 
Score: -111670744.000000 Penalty: 44623.906250
Splitting cluster 3 changes total score from -111666168.000000 to -111670744.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 4 (1463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Entering Unmasked Estep 
Score: -140415.156250 Penalty: 1184.339722
	Iteration 0F: 2 clusters Score -140415.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -138818.578125 Penalty: 2368.679443
	Iteration 0F: 3 clusters Score -138818.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -139577.265625 Penalty: 2368.679443
	Iteration 1F: 3 clusters Score -139577.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -139945.921875 Penalty: 2368.679443
	Iteration 2F: 3 clusters Score -139945.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -140216.640625 Penalty: 2368.679443
	Iteration 3F: 3 clusters Score -140216.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -140588.312500 Penalty: 2368.679443
	Iteration 4F: 3 clusters Score -140588.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -141130.406250 Penalty: 2368.679443
	Iteration 5F: 3 clusters Score -141130.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -141755.515625 Penalty: 2368.679443
	Iteration 6F: 3 clusters Score -141755.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -141934.078125 Penalty: 2368.679443
	Iteration 7Q: 3 clusters Score -141934.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -141992.500000 Penalty: 2368.679443
	Iteration 8Q: 3 clusters Score -141992.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -142061.421875 Penalty: 2368.679443
	Iteration 9Q: 3 clusters Score -142061.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -142147.375000 Penalty: 2368.679443
	Iteration 10Q: 3 clusters Score -142147.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -142201.171875 Penalty: 2368.679443
	Iteration 11Q: 3 clusters Score -142201.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -142220.359375 Penalty: 2368.679443
	Iteration 12Q: 3 clusters Score -142220.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -142229.000000 Penalty: 2368.679443
	Iteration 13Q: 3 clusters Score -142229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -142231.828125 Penalty: 2368.679443
	Iteration 14Q: 3 clusters Score -142231.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -142233.250000 Penalty: 2368.679443
	Iteration 15Q: 3 clusters Score -142233.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -142233.765625 Penalty: 2368.679443
	Iteration 16Q: 3 clusters Score -142233.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -142233.765625 Penalty: 2368.679443
	Iteration 17F: 3 clusters Score -142233.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 97198 members 
Mstep: Class 3 contains 9626 members 
Mstep: Class 4 contains 974 members 
Mstep: Class 5 contains 11471 members 
Mstep: Class 6 contains 64395 members 
Mstep: Class 7 contains 1207 members 
Mstep: Class 8 contains 8097 members 
Mstep: Class 9 contains 81346 members 
Mstep: Class 10 contains 95080 members 
Mstep: Class 11 contains 102287 members 
Mstep: Class 12 contains 81666 members 
Mstep: Class 13 contains 90013 members 
Mstep: Class 14 contains 106113 members 
Mstep: Class 15 contains 3572 members 
Mstep: Class 16 contains 3574 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 115276 members 
Mstep: Class 19 contains 8629 members 
Mstep: Class 20 contains 26494 members 
Mstep: Class 21 contains 489 members 
Entering Unmasked Estep 
Score: -111671616.000000 Penalty: 46855.101562
Splitting cluster 4 changes total score from -111666168.000000 to -111671616.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (11471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Entering Unmasked Estep 
Score: -1424842.750000 Penalty: 1518.981323
	Iteration 0F: 2 clusters Score -1424843 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 5817 members 
Entering Unmasked Estep 
Score: -1416770.000000 Penalty: 3037.962646
	Iteration 0F: 3 clusters Score -1416770 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1420182.000000 Penalty: 3037.962646
	Iteration 1F: 3 clusters Score -1420182 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1422074.375000 Penalty: 3037.962646
	Iteration 2F: 3 clusters Score -1422074 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1423766.250000 Penalty: 3037.962646
	Iteration 3F: 3 clusters Score -1423766 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1424785.875000 Penalty: 3037.962646
	Iteration 4F: 3 clusters Score -1424786 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1425317.125000 Penalty: 3037.962646
	Iteration 5F: 3 clusters Score -1425317 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1425565.500000 Penalty: 3037.962646
	Iteration 6Q: 3 clusters Score -1425566 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1425656.250000 Penalty: 3037.962646
	Iteration 7Q: 3 clusters Score -1425656 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1425716.000000 Penalty: 3037.962646
	Iteration 8Q: 3 clusters Score -1425716 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1425756.750000 Penalty: 3037.962646
	Iteration 9Q: 3 clusters Score -1425757 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1425783.250000 Penalty: 3037.962646
	Iteration 10Q: 3 clusters Score -1425783 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1425813.750000 Penalty: 3037.962646
	Iteration 11Q: 3 clusters Score -1425814 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1425832.125000 Penalty: 3037.962646
	Iteration 12Q: 3 clusters Score -1425832 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1425848.000000 Penalty: 3037.962646
	Iteration 13Q: 3 clusters Score -1425848 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1425878.375000 Penalty: 3037.962646
	Iteration 14Q: 3 clusters Score -1425878 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1425906.375000 Penalty: 3037.962646
	Iteration 15Q: 3 clusters Score -1425906 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1425940.375000 Penalty: 3037.962646
	Iteration 16Q: 3 clusters Score -1425940 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1425984.750000 Penalty: 3037.962646
	Iteration 17Q: 3 clusters Score -1425985 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1426018.375000 Penalty: 3037.962646
	Iteration 18Q: 3 clusters Score -1426018 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1426050.375000 Penalty: 3037.962646
	Iteration 19Q: 3 clusters Score -1426050 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1426079.750000 Penalty: 3037.962646
	Iteration 20F: 3 clusters Score -1426080 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1426115.375000 Penalty: 3037.962646
	Iteration 21Q: 3 clusters Score -1426115 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1426140.000000 Penalty: 3037.962646
	Iteration 22Q: 3 clusters Score -1426140 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1426178.125000 Penalty: 3037.962646
	Iteration 23Q: 3 clusters Score -1426178 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1426210.750000 Penalty: 3037.962646
	Iteration 24Q: 3 clusters Score -1426211 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1426250.750000 Penalty: 3037.962646
	Iteration 25Q: 3 clusters Score -1426251 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1426288.625000 Penalty: 3037.962646
	Iteration 26Q: 3 clusters Score -1426289 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1426336.000000 Penalty: 3037.962646
	Iteration 27Q: 3 clusters Score -1426336 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1426376.625000 Penalty: 3037.962646
	Iteration 28Q: 3 clusters Score -1426377 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1426429.625000 Penalty: 3037.962646
	Iteration 29Q: 3 clusters Score -1426430 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1426469.000000 Penalty: 3037.962646
	Iteration 30Q: 3 clusters Score -1426469 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1426499.000000 Penalty: 3037.962646
	Iteration 31Q: 3 clusters Score -1426499 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1426526.875000 Penalty: 3037.962646
	Iteration 32Q: 3 clusters Score -1426527 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1426562.000000 Penalty: 3037.962646
	Iteration 33Q: 3 clusters Score -1426562 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1426596.875000 Penalty: 3037.962646
	Iteration 34Q: 3 clusters Score -1426597 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1426626.000000 Penalty: 3037.962646
	Iteration 35Q: 3 clusters Score -1426626 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1426658.750000 Penalty: 3037.962646
	Iteration 36Q: 3 clusters Score -1426659 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1426686.500000 Penalty: 3037.962646
	Iteration 37Q: 3 clusters Score -1426686 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1426730.000000 Penalty: 3037.962646
	Iteration 38Q: 3 clusters Score -1426730 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1426775.500000 Penalty: 3037.962646
	Iteration 39Q: 3 clusters Score -1426776 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1426852.000000 Penalty: 3037.962646
	Iteration 40F: 3 clusters Score -1426852 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1426912.000000 Penalty: 3037.962646
	Iteration 41Q: 3 clusters Score -1426912 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1426989.750000 Penalty: 3037.962646
	Iteration 42Q: 3 clusters Score -1426990 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1427092.875000 Penalty: 3037.962646
	Iteration 43Q: 3 clusters Score -1427093 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1427295.625000 Penalty: 3037.962646
	Iteration 44Q: 3 clusters Score -1427296 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1427794.000000 Penalty: 3037.962646
	Iteration 45Q: 3 clusters Score -1427794 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1428063.500000 Penalty: 3037.962646
	Iteration 46Q: 3 clusters Score -1428064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1428063.500000 Penalty: 3037.962646
	Iteration 47F: 3 clusters Score -1428064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 97198 members 
Mstep: Class 3 contains 9626 members 
Mstep: Class 4 contains 974 members 
Mstep: Class 5 contains 10253 members 
Mstep: Class 6 contains 64395 members 
Mstep: Class 7 contains 1207 members 
Mstep: Class 8 contains 8097 members 
Mstep: Class 9 contains 81346 members 
Mstep: Class 10 contains 95080 members 
Mstep: Class 11 contains 102287 members 
Mstep: Class 12 contains 81666 members 
Mstep: Class 13 contains 90013 members 
Mstep: Class 14 contains 106113 members 
Mstep: Class 15 contains 3572 members 
Mstep: Class 16 contains 3574 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 115276 members 
Mstep: Class 19 contains 8629 members 
Mstep: Class 20 contains 26494 members 
Mstep: Class 21 contains 489 members 
Mstep: Class 22 contains 1218 members 
Entering Unmasked Estep 
Score: -111674128.000000 Penalty: 49086.296875
Splitting cluster 5 changes total score from -111666168.000000 to -111674128.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (64395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64395 members 
Entering Unmasked Estep 
Score: -7838789.000000 Penalty: 1799.328613
	Iteration 0F: 2 clusters Score -7838789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -7795628.000000 Penalty: 3598.657227
	Iteration 0F: 3 clusters Score -7795628 nChanged 30600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -7813755.000000 Penalty: 3598.657227
	Iteration 1F: 3 clusters Score -7813755 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -7814609.500000 Penalty: 3598.657227
	Iteration 2Q: 3 clusters Score -7814610 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -7815688.500000 Penalty: 3598.657227
	Iteration 3Q: 3 clusters Score -7815688 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -7816950.500000 Penalty: 3598.657227
	Iteration 4Q: 3 clusters Score -7816950 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -7818341.000000 Penalty: 3598.657227
	Iteration 5Q: 3 clusters Score -7818341 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -7819959.000000 Penalty: 3598.657227
	Iteration 6Q: 3 clusters Score -7819959 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -7821664.500000 Penalty: 3598.657227
	Iteration 7Q: 3 clusters Score -7821664 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -7823493.500000 Penalty: 3598.657227
	Iteration 8Q: 3 clusters Score -7823494 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -7825489.500000 Penalty: 3598.657227
	Iteration 9F: 3 clusters Score -7825490 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 49495 members 
Entering Unmasked Estep 
Score: -7827627.000000 Penalty: 3598.657227
	Iteration 10F: 3 clusters Score -7827627 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 52601 members 
Entering Unmasked Estep 
Score: -7829720.500000 Penalty: 3598.657227
	Iteration 11Q: 3 clusters Score -7829720 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 55461 members 
Entering Unmasked Estep 
Score: -7831588.500000 Penalty: 3598.657227
	Iteration 12Q: 3 clusters Score -7831588 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 57960 members 
Entering Unmasked Estep 
Score: -7833262.500000 Penalty: 3598.657227
	Iteration 13Q: 3 clusters Score -7833262 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 60007 members 
Entering Unmasked Estep 
Score: -7834608.500000 Penalty: 3598.657227
	Iteration 14Q: 3 clusters Score -7834608 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 61479 members 
Entering Unmasked Estep 
Score: -7835575.000000 Penalty: 3598.657227
	Iteration 15Q: 3 clusters Score -7835575 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 62428 members 
Entering Unmasked Estep 
Score: -7836230.000000 Penalty: 3598.657227
	Iteration 16Q: 3 clusters Score -7836230 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 63001 members 
Entering Unmasked Estep 
Score: -7836620.000000 Penalty: 3598.657227
	Iteration 17Q: 3 clusters Score -7836620 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 63321 members 
Entering Unmasked Estep 
Score: -7836890.000000 Penalty: 3598.657227
	Iteration 18Q: 3 clusters Score -7836890 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 63504 members 
Entering Unmasked Estep 
Score: -7837035.000000 Penalty: 3598.657227
	Iteration 19Q: 3 clusters Score -7837035 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 63622 members 
Entering Unmasked Estep 
Score: -7837151.500000 Penalty: 3598.657227
	Iteration 20F: 3 clusters Score -7837152 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 63691 members 
Entering Unmasked Estep 
Score: -7837206.500000 Penalty: 3598.657227
	Iteration 21Q: 3 clusters Score -7837206 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 63732 members 
Entering Unmasked Estep 
Score: -7837261.000000 Penalty: 3598.657227
	Iteration 22Q: 3 clusters Score -7837261 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 63769 members 
Entering Unmasked Estep 
Score: -7837304.500000 Penalty: 3598.657227
	Iteration 23Q: 3 clusters Score -7837304 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 63800 members 
Entering Unmasked Estep 
Score: -7837354.000000 Penalty: 3598.657227
	Iteration 24Q: 3 clusters Score -7837354 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -7837379.000000 Penalty: 3598.657227
	Iteration 25Q: 3 clusters Score -7837379 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 63820 members 
Entering Unmasked Estep 
Score: -7837396.000000 Penalty: 3598.657227
	Iteration 26Q: 3 clusters Score -7837396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 63819 members 
Entering Unmasked Estep 
Score: -7837406.500000 Penalty: 3598.657227
	Iteration 27Q: 3 clusters Score -7837406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 63827 members 
Entering Unmasked Estep 
Score: -7837413.000000 Penalty: 3598.657227
	Iteration 28Q: 3 clusters Score -7837413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 63834 members 
Entering Unmasked Estep 
Score: -7837431.000000 Penalty: 3598.657227
	Iteration 29Q: 3 clusters Score -7837431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 63835 members 
Entering Unmasked Estep 
Score: -7837439.000000 Penalty: 3598.657227
	Iteration 30Q: 3 clusters Score -7837439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 63832 members 
Entering Unmasked Estep 
Score: -7837442.500000 Penalty: 3598.657227
	Iteration 31Q: 3 clusters Score -7837442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 63829 members 
Entering Unmasked Estep 
Score: -7837447.500000 Penalty: 3598.657227
	Iteration 32Q: 3 clusters Score -7837448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 63822 members 
Entering Unmasked Estep 
Score: -7837454.500000 Penalty: 3598.657227
	Iteration 33Q: 3 clusters Score -7837454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 63820 members 
Entering Unmasked Estep 
Score: -7837463.500000 Penalty: 3598.657227
	Iteration 34Q: 3 clusters Score -7837464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 63819 members 
Entering Unmasked Estep 
Score: -7837470.000000 Penalty: 3598.657227
	Iteration 35Q: 3 clusters Score -7837470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -7837473.500000 Penalty: 3598.657227
	Iteration 36Q: 3 clusters Score -7837474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 63811 members 
Entering Unmasked Estep 
Score: -7837481.000000 Penalty: 3598.657227
	Iteration 37Q: 3 clusters Score -7837481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 63810 members 
Entering Unmasked Estep 
Score: -7837486.000000 Penalty: 3598.657227
	Iteration 38Q: 3 clusters Score -7837486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 63805 members 
Entering Unmasked Estep 
Score: -7837493.000000 Penalty: 3598.657227
	Iteration 39Q: 3 clusters Score -7837493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 63804 members 
Entering Unmasked Estep 
Score: -7837493.500000 Penalty: 3598.657227
	Iteration 40F: 3 clusters Score -7837494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Entering Unmasked Estep 
Score: -81574.343750 Penalty: 1153.082642
	Iteration 0F: 2 clusters Score -81574.34 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 605 members 
Entering Unmasked Estep 
Score: -80662.570312 Penalty: 2306.165283
	Iteration 0F: 3 clusters Score -80662.57 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -84232.976562 Penalty: 2306.165283
	Iteration 1F: 3 clusters Score -84232.98 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -85444.750000 Penalty: 2306.165283
	Iteration 2F: 3 clusters Score -85444.75 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -86135.109375 Penalty: 2306.165283
	Iteration 3F: 3 clusters Score -86135.11 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -86839.023438 Penalty: 2306.165283
	Iteration 4Q: 3 clusters Score -86839.02 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -87149.875000 Penalty: 2306.165283
	Iteration 5Q: 3 clusters Score -87149.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -87350.343750 Penalty: 2306.165283
	Iteration 6Q: 3 clusters Score -87350.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -87462.445312 Penalty: 2306.165283
	Iteration 7Q: 3 clusters Score -87462.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -87536.164062 Penalty: 2306.165283
	Iteration 8Q: 3 clusters Score -87536.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -87626.804688 Penalty: 2306.165283
	Iteration 9Q: 3 clusters Score -87626.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -87686.734375 Penalty: 2306.165283
	Iteration 10Q: 3 clusters Score -87686.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -87726.671875 Penalty: 2306.165283
	Iteration 11Q: 3 clusters Score -87726.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -87742.359375 Penalty: 2306.165283
	Iteration 12Q: 3 clusters Score -87742.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -87752.515625 Penalty: 2306.165283
	Iteration 13Q: 3 clusters Score -87752.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -87761.554688 Penalty: 2306.165283
	Iteration 14Q: 3 clusters Score -87761.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -87765.546875 Penalty: 2306.165283
	Iteration 15Q: 3 clusters Score -87765.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -87769.601562 Penalty: 2306.165283
	Iteration 16Q: 3 clusters Score -87769.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -87770.742188 Penalty: 2306.165283
	Iteration 17Q: 3 clusters Score -87770.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -87776.796875 Penalty: 2306.165283
	Iteration 18F: 3 clusters Score -87776.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -87783.671875 Penalty: 2306.165283
	Iteration 19Q: 3 clusters Score -87783.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -87790.023438 Penalty: 2306.165283
	Iteration 20F: 3 clusters Score -87790.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 97198 members 
Mstep: Class 3 contains 9626 members 
Mstep: Class 4 contains 974 members 
Mstep: Class 5 contains 10253 members 
Mstep: Class 6 contains 64395 members 
Mstep: Class 7 contains 550 members 
Mstep: Class 8 contains 8097 members 
Mstep: Class 9 contains 81346 members 
Mstep: Class 10 contains 95080 members 
Mstep: Class 11 contains 102287 members 
Mstep: Class 12 contains 81666 members 
Mstep: Class 13 contains 90013 members 
Mstep: Class 14 contains 106113 members 
Mstep: Class 15 contains 3572 members 
Mstep: Class 16 contains 3574 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 115276 members 
Mstep: Class 19 contains 8629 members 
Mstep: Class 20 contains 26494 members 
Mstep: Class 21 contains 489 members 
Mstep: Class 22 contains 1218 members 
Mstep: Class 23 contains 657 members 
Entering Unmasked Estep 
Score: -111679320.000000 Penalty: 51317.492188
Splitting cluster 7 changes total score from -111666168.000000 to -111679320.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (8097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Entering Unmasked Estep 
Score: -956912.187500 Penalty: 1462.377930
	Iteration 0F: 2 clusters Score -956912.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -950906.312500 Penalty: 2924.755859
	Iteration 0F: 3 clusters Score -950906.3 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -952911.812500 Penalty: 2924.755859
	Iteration 1F: 3 clusters Score -952911.8 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -953279.250000 Penalty: 2924.755859
	Iteration 2F: 3 clusters Score -953279.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -953577.375000 Penalty: 2924.755859
	Iteration 3F: 3 clusters Score -953577.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -953797.812500 Penalty: 2924.755859
	Iteration 4F: 3 clusters Score -953797.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -953971.875000 Penalty: 2924.755859
	Iteration 5Q: 3 clusters Score -953971.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -954118.125000 Penalty: 2924.755859
	Iteration 6Q: 3 clusters Score -954118.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -954251.375000 Penalty: 2924.755859
	Iteration 7Q: 3 clusters Score -954251.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -954351.625000 Penalty: 2924.755859
	Iteration 8Q: 3 clusters Score -954351.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -954450.312500 Penalty: 2924.755859
	Iteration 9Q: 3 clusters Score -954450.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -954568.875000 Penalty: 2924.755859
	Iteration 10Q: 3 clusters Score -954568.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -954664.437500 Penalty: 2924.755859
	Iteration 11Q: 3 clusters Score -954664.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -954739.062500 Penalty: 2924.755859
	Iteration 12Q: 3 clusters Score -954739.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -954808.375000 Penalty: 2924.755859
	Iteration 13Q: 3 clusters Score -954808.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -954883.000000 Penalty: 2924.755859
	Iteration 14Q: 3 clusters Score -954883 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -954939.000000 Penalty: 2924.755859
	Iteration 15Q: 3 clusters Score -954939 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -954975.812500 Penalty: 2924.755859
	Iteration 16Q: 3 clusters Score -954975.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -955005.000000 Penalty: 2924.755859
	Iteration 17Q: 3 clusters Score -955005 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -955036.812500 Penalty: 2924.755859
	Iteration 18Q: 3 clusters Score -955036.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -955080.625000 Penalty: 2924.755859
	Iteration 19Q: 3 clusters Score -955080.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -955113.937500 Penalty: 2924.755859
	Iteration 20F: 3 clusters Score -955113.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -955145.812500 Penalty: 2924.755859
	Iteration 21Q: 3 clusters Score -955145.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -955173.500000 Penalty: 2924.755859
	Iteration 22Q: 3 clusters Score -955173.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -955194.312500 Penalty: 2924.755859
	Iteration 23Q: 3 clusters Score -955194.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -955211.000000 Penalty: 2924.755859
	Iteration 24Q: 3 clusters Score -955211 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -955223.250000 Penalty: 2924.755859
	Iteration 25Q: 3 clusters Score -955223.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -955237.937500 Penalty: 2924.755859
	Iteration 26Q: 3 clusters Score -955237.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -955252.375000 Penalty: 2924.755859
	Iteration 27Q: 3 clusters Score -955252.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -955272.187500 Penalty: 2924.755859
	Iteration 28Q: 3 clusters Score -955272.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -955285.312500 Penalty: 2924.755859
	Iteration 29Q: 3 clusters Score -955285.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -955299.562500 Penalty: 2924.755859
	Iteration 30Q: 3 clusters Score -955299.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -955317.250000 Penalty: 2924.755859
	Iteration 31Q: 3 clusters Score -955317.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -955335.375000 Penalty: 2924.755859
	Iteration 32Q: 3 clusters Score -955335.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -955355.125000 Penalty: 2924.755859
	Iteration 33Q: 3 clusters Score -955355.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -955380.875000 Penalty: 2924.755859
	Iteration 34Q: 3 clusters Score -955380.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -955408.562500 Penalty: 2924.755859
	Iteration 35Q: 3 clusters Score -955408.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -955430.312500 Penalty: 2924.755859
	Iteration 36Q: 3 clusters Score -955430.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -955447.687500 Penalty: 2924.755859
	Iteration 37Q: 3 clusters Score -955447.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -955468.375000 Penalty: 2924.755859
	Iteration 38Q: 3 clusters Score -955468.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -955482.125000 Penalty: 2924.755859
	Iteration 39Q: 3 clusters Score -955482.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -955500.062500 Penalty: 2924.755859
	Iteration 40F: 3 clusters Score -955500.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -955524.875000 Penalty: 2924.755859
	Iteration 41Q: 3 clusters Score -955524.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -955541.562500 Penalty: 2924.755859
	Iteration 42Q: 3 clusters Score -955541.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -955565.250000 Penalty: 2924.755859
	Iteration 43Q: 3 clusters Score -955565.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -955586.250000 Penalty: 2924.755859
	Iteration 44Q: 3 clusters Score -955586.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -955598.937500 Penalty: 2924.755859
	Iteration 45Q: 3 clusters Score -955598.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -955610.000000 Penalty: 2924.755859
	Iteration 46Q: 3 clusters Score -955610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -955624.312500 Penalty: 2924.755859
	Iteration 47Q: 3 clusters Score -955624.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -955635.812500 Penalty: 2924.755859
	Iteration 48Q: 3 clusters Score -955635.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -955649.312500 Penalty: 2924.755859
	Iteration 49Q: 3 clusters Score -955649.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -955660.812500 Penalty: 2924.755859
	Iteration 50Q: 3 clusters Score -955660.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -955668.250000 Penalty: 2924.755859
	Iteration 51Q: 3 clusters Score -955668.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -955683.625000 Penalty: 2924.755859
	Iteration 52Q: 3 clusters Score -955683.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -955704.500000 Penalty: 2924.755859
	Iteration 53Q: 3 clusters Score -955704.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -955736.312500 Penalty: 2924.755859
	Iteration 54Q: 3 clusters Score -955736.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -955783.500000 Penalty: 2924.755859
	Iteration 55Q: 3 clusters Score -955783.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -955811.875000 Penalty: 2924.755859
	Iteration 56Q: 3 clusters Score -955811.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -955831.437500 Penalty: 2924.755859
	Iteration 57Q: 3 clusters Score -955831.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -955842.500000 Penalty: 2924.755859
	Iteration 58Q: 3 clusters Score -955842.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -955845.812500 Penalty: 2924.755859
	Iteration 59Q: 3 clusters Score -955845.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -955849.750000 Penalty: 2924.755859
	Iteration 60F: 3 clusters Score -955849.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -955855.625000 Penalty: 2924.755859
	Iteration 61Q: 3 clusters Score -955855.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -955858.625000 Penalty: 2924.755859
	Iteration 62Q: 3 clusters Score -955858.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -955861.187500 Penalty: 2924.755859
	Iteration 63Q: 3 clusters Score -955861.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -955870.125000 Penalty: 2924.755859
	Iteration 64Q: 3 clusters Score -955870.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -955877.312500 Penalty: 2924.755859
	Iteration 65Q: 3 clusters Score -955877.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -955885.875000 Penalty: 2924.755859
	Iteration 66Q: 3 clusters Score -955885.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -955892.500000 Penalty: 2924.755859
	Iteration 67Q: 3 clusters Score -955892.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -955900.812500 Penalty: 2924.755859
	Iteration 68Q: 3 clusters Score -955900.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -955903.187500 Penalty: 2924.755859
	Iteration 69Q: 3 clusters Score -955903.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -955904.937500 Penalty: 2924.755859
	Iteration 70Q: 3 clusters Score -955904.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -955906.812500 Penalty: 2924.755859
	Iteration 71Q: 3 clusters Score -955906.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -955911.937500 Penalty: 2924.755859
	Iteration 72Q: 3 clusters Score -955911.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -955914.937500 Penalty: 2924.755859
	Iteration 73Q: 3 clusters Score -955914.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -955919.562500 Penalty: 2924.755859
	Iteration 74Q: 3 clusters Score -955919.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -955921.875000 Penalty: 2924.755859
	Iteration 75Q: 3 clusters Score -955921.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -955926.125000 Penalty: 2924.755859
	Iteration 76Q: 3 clusters Score -955926.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -955927.625000 Penalty: 2924.755859
	Iteration 77Q: 3 clusters Score -955927.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -955932.750000 Penalty: 2924.755859
	Iteration 78Q: 3 clusters Score -955932.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -955934.125000 Penalty: 2924.755859
	Iteration 79Q: 3 clusters Score -955934.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -955935.875000 Penalty: 2924.755859
	Iteration 80F: 3 clusters Score -955935.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -955935.750000 Penalty: 2924.755859
	Iteration 81Q: 3 clusters Score -955935.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -955936.250000 Penalty: 2924.755859
	Iteration 82Q: 3 clusters Score -955936.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -955938.937500 Penalty: 2924.755859
	Iteration 83Q: 3 clusters Score -955938.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -955938.312500 Penalty: 2924.755859
	Iteration 84Q: 3 clusters Score -955938.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -955938.000000 Penalty: 2924.755859
	Iteration 85Q: 3 clusters Score -955938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -955938.000000 Penalty: 2924.755859
	Iteration 86F: 3 clusters Score -955938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (81346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81346 members 
Entering Unmasked Estep 
Score: -10220757.000000 Penalty: 1837.300903
	Iteration 0F: 2 clusters Score -1.022076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -10166895.000000 Penalty: 3674.601807
	Iteration 0F: 3 clusters Score -1.01669e+07 nChanged 38680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43488 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -10189655.000000 Penalty: 3674.601807
	Iteration 1F: 3 clusters Score -1.018966e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -10190550.000000 Penalty: 3674.601807
	Iteration 2Q: 3 clusters Score -1.019055e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -10191884.000000 Penalty: 3674.601807
	Iteration 3Q: 3 clusters Score -1.019188e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -10193707.000000 Penalty: 3674.601807
	Iteration 4Q: 3 clusters Score -1.019371e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52459 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -10196304.000000 Penalty: 3674.601807
	Iteration 5F: 3 clusters Score -1.01963e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56275 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -10199814.000000 Penalty: 3674.601807
	Iteration 6F: 3 clusters Score -1.019981e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60249 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -10204072.000000 Penalty: 3674.601807
	Iteration 7F: 3 clusters Score -1.020407e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63899 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -10208252.000000 Penalty: 3674.601807
	Iteration 8F: 3 clusters Score -1.020825e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66653 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -10211354.000000 Penalty: 3674.601807
	Iteration 9Q: 3 clusters Score -1.021135e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68683 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -10213211.000000 Penalty: 3674.601807
	Iteration 10Q: 3 clusters Score -1.021321e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70298 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -10214311.000000 Penalty: 3674.601807
	Iteration 11Q: 3 clusters Score -1.021431e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71735 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -10215090.000000 Penalty: 3674.601807
	Iteration 12Q: 3 clusters Score -1.021509e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73007 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -10215664.000000 Penalty: 3674.601807
	Iteration 13Q: 3 clusters Score -1.021566e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74199 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -10216239.000000 Penalty: 3674.601807
	Iteration 14Q: 3 clusters Score -1.021624e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75328 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -10216745.000000 Penalty: 3674.601807
	Iteration 15Q: 3 clusters Score -1.021674e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76310 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -10217223.000000 Penalty: 3674.601807
	Iteration 16Q: 3 clusters Score -1.021722e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77149 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -10217612.000000 Penalty: 3674.601807
	Iteration 17Q: 3 clusters Score -1.021761e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77922 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -10217970.000000 Penalty: 3674.601807
	Iteration 18Q: 3 clusters Score -1.021797e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78520 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -10218295.000000 Penalty: 3674.601807
	Iteration 19Q: 3 clusters Score -1.02183e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78969 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -10218479.000000 Penalty: 3674.601807
	Iteration 20F: 3 clusters Score -1.021848e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79329 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -10218674.000000 Penalty: 3674.601807
	Iteration 21Q: 3 clusters Score -1.021867e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79593 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -10218793.000000 Penalty: 3674.601807
	Iteration 22Q: 3 clusters Score -1.021879e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79808 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -10218878.000000 Penalty: 3674.601807
	Iteration 23Q: 3 clusters Score -1.021888e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79972 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -10218967.000000 Penalty: 3674.601807
	Iteration 24Q: 3 clusters Score -1.021897e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80082 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -10219018.000000 Penalty: 3674.601807
	Iteration 25Q: 3 clusters Score -1.021902e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80173 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -10219048.000000 Penalty: 3674.601807
	Iteration 26Q: 3 clusters Score -1.021905e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80248 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -10219072.000000 Penalty: 3674.601807
	Iteration 27Q: 3 clusters Score -1.021907e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80305 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -10219109.000000 Penalty: 3674.601807
	Iteration 28Q: 3 clusters Score -1.021911e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80352 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -10219117.000000 Penalty: 3674.601807
	Iteration 29Q: 3 clusters Score -1.021912e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80401 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -10219111.000000 Penalty: 3674.601807
	Iteration 30Q: 3 clusters Score -1.021911e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80438 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -10219108.000000 Penalty: 3674.601807
	Iteration 31Q: 3 clusters Score -1.021911e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80474 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -10219149.000000 Penalty: 3674.601807
	Iteration 32Q: 3 clusters Score -1.021915e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80507 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -10219174.000000 Penalty: 3674.601807
	Iteration 33Q: 3 clusters Score -1.021917e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80534 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -10219175.000000 Penalty: 3674.601807
	Iteration 34Q: 3 clusters Score -1.021918e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80552 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -10219189.000000 Penalty: 3674.601807
	Iteration 35Q: 3 clusters Score -1.021919e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80567 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -10219193.000000 Penalty: 3674.601807
	Iteration 36Q: 3 clusters Score -1.021919e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80585 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -10219205.000000 Penalty: 3674.601807
	Iteration 37Q: 3 clusters Score -1.02192e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80598 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -10219220.000000 Penalty: 3674.601807
	Iteration 38Q: 3 clusters Score -1.021922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80608 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -10219214.000000 Penalty: 3674.601807
	Iteration 39Q: 3 clusters Score -1.021921e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80616 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -10219221.000000 Penalty: 3674.601807
	Iteration 40F: 3 clusters Score -1.021922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80625 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -10219223.000000 Penalty: 3674.601807
	Iteration 41Q: 3 clusters Score -1.021922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80637 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -10219225.000000 Penalty: 3674.601807
	Iteration 42Q: 3 clusters Score -1.021922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80649 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -10219240.000000 Penalty: 3674.601807
	Iteration 43Q: 3 clusters Score -1.021924e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80659 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -10219246.000000 Penalty: 3674.601807
	Iteration 44Q: 3 clusters Score -1.021925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80659 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -10219250.000000 Penalty: 3674.601807
	Iteration 45Q: 3 clusters Score -1.021925e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80667 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -10219251.000000 Penalty: 3674.601807
	Iteration 46Q: 3 clusters Score -1.021925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80670 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -10219263.000000 Penalty: 3674.601807
	Iteration 47Q: 3 clusters Score -1.021926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80675 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -10219262.000000 Penalty: 3674.601807
	Iteration 48Q: 3 clusters Score -1.021926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80678 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -10219262.000000 Penalty: 3674.601807
	Iteration 49Q: 3 clusters Score -1.021926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80683 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -10219253.000000 Penalty: 3674.601807
	Iteration 50Q: 3 clusters Score -1.021925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80688 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -10219263.000000 Penalty: 3674.601807
	Iteration 51Q: 3 clusters Score -1.021926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80691 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -10219269.000000 Penalty: 3674.601807
	Iteration 52Q: 3 clusters Score -1.021927e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80692 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -10219275.000000 Penalty: 3674.601807
	Iteration 53Q: 3 clusters Score -1.021928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80699 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -10219275.000000 Penalty: 3674.601807
	Iteration 54Q: 3 clusters Score -1.021928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80705 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -10219277.000000 Penalty: 3674.601807
	Iteration 55Q: 3 clusters Score -1.021928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80706 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -10219274.000000 Penalty: 3674.601807
	Iteration 56Q: 3 clusters Score -1.021927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80709 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -10219271.000000 Penalty: 3674.601807
	Iteration 57Q: 3 clusters Score -1.021927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80714 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -10219263.000000 Penalty: 3674.601807
	Iteration 58Q: 3 clusters Score -1.021926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80718 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -10219265.000000 Penalty: 3674.601807
	Iteration 59Q: 3 clusters Score -1.021926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80721 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -10219279.000000 Penalty: 3674.601807
	Iteration 60F: 3 clusters Score -1.021928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80726 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10219274.000000 Penalty: 3674.601807
	Iteration 61Q: 3 clusters Score -1.021927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80727 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -10219284.000000 Penalty: 3674.601807
	Iteration 62Q: 3 clusters Score -1.021928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80728 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -10219281.000000 Penalty: 3674.601807
	Iteration 63Q: 3 clusters Score -1.021928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80730 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -10219288.000000 Penalty: 3674.601807
	Iteration 64Q: 3 clusters Score -1.021929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80731 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -10219285.000000 Penalty: 3674.601807
	Iteration 65Q: 3 clusters Score -1.021928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80732 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -10219284.000000 Penalty: 3674.601807
	Iteration 66Q: 3 clusters Score -1.021928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80734 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -10219279.000000 Penalty: 3674.601807
	Iteration 67Q: 3 clusters Score -1.021928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80736 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -10219272.000000 Penalty: 3674.601807
	Iteration 68Q: 3 clusters Score -1.021927e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80741 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -10219284.000000 Penalty: 3674.601807
	Iteration 69Q: 3 clusters Score -1.021928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80746 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -10219280.000000 Penalty: 3674.601807
	Iteration 70Q: 3 clusters Score -1.021928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80748 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -10219289.000000 Penalty: 3674.601807
	Iteration 71Q: 3 clusters Score -1.021929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80753 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -10219292.000000 Penalty: 3674.601807
	Iteration 72Q: 3 clusters Score -1.021929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80753 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -10219289.000000 Penalty: 3674.601807
	Iteration 73Q: 3 clusters Score -1.021929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80755 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -10219287.000000 Penalty: 3674.601807
	Iteration 74Q: 3 clusters Score -1.021929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80760 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -10219289.000000 Penalty: 3674.601807
	Iteration 75Q: 3 clusters Score -1.021929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80763 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -10219294.000000 Penalty: 3674.601807
	Iteration 76Q: 3 clusters Score -1.021929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80765 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -10219294.000000 Penalty: 3674.601807
	Iteration 77Q: 3 clusters Score -1.021929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80765 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -10219289.000000 Penalty: 3674.601807
	Iteration 78Q: 3 clusters Score -1.021929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80764 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -10219289.000000 Penalty: 3674.601807
	Iteration 79Q: 3 clusters Score -1.021929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80764 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -10219281.000000 Penalty: 3674.601807
	Iteration 80F: 3 clusters Score -1.021928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80764 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -10219281.000000 Penalty: 3674.601807
	Iteration 81Q: 3 clusters Score -1.021928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80764 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -10219281.000000 Penalty: 3674.601807
	Iteration 82F: 3 clusters Score -1.021928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (95080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95080 members 
Entering Unmasked Estep 
Score: -11554195.000000 Penalty: 1862.651978
	Iteration 0F: 2 clusters Score -1.15542e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47463 members 
Mstep: Class 2 contains 47617 members 
Entering Unmasked Estep 
Score: -11490804.000000 Penalty: 3725.303955
	Iteration 0F: 3 clusters Score -1.14908e+07 nChanged 45306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 49155 members 
Entering Unmasked Estep 
Score: -11517723.000000 Penalty: 3725.303955
	Iteration 1F: 3 clusters Score -1.151772e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 50561 members 
Entering Unmasked Estep 
Score: -11519303.000000 Penalty: 3725.303955
	Iteration 2Q: 3 clusters Score -1.15193e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 52714 members 
Entering Unmasked Estep 
Score: -11521457.000000 Penalty: 3725.303955
	Iteration 3F: 3 clusters Score -1.152146e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 55726 members 
Entering Unmasked Estep 
Score: -11524217.000000 Penalty: 3725.303955
	Iteration 4F: 3 clusters Score -1.152422e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 59661 members 
Entering Unmasked Estep 
Score: -11527460.000000 Penalty: 3725.303955
	Iteration 5F: 3 clusters Score -1.152746e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 64470 members 
Entering Unmasked Estep 
Score: -11531251.000000 Penalty: 3725.303955
	Iteration 6F: 3 clusters Score -1.153125e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 69757 members 
Entering Unmasked Estep 
Score: -11535115.000000 Penalty: 3725.303955
	Iteration 7F: 3 clusters Score -1.153512e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 75035 members 
Entering Unmasked Estep 
Score: -11539067.000000 Penalty: 3725.303955
	Iteration 8F: 3 clusters Score -1.153907e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 79945 members 
Entering Unmasked Estep 
Score: -11542727.000000 Penalty: 3725.303955
	Iteration 9F: 3 clusters Score -1.154273e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 84172 members 
Entering Unmasked Estep 
Score: -11545878.000000 Penalty: 3725.303955
	Iteration 10Q: 3 clusters Score -1.154588e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 87675 members 
Entering Unmasked Estep 
Score: -11548587.000000 Penalty: 3725.303955
	Iteration 11Q: 3 clusters Score -1.154859e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 90163 members 
Entering Unmasked Estep 
Score: -11550508.000000 Penalty: 3725.303955
	Iteration 12Q: 3 clusters Score -1.155051e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 91735 members 
Entering Unmasked Estep 
Score: -11551833.000000 Penalty: 3725.303955
	Iteration 13Q: 3 clusters Score -1.155183e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 92608 members 
Entering Unmasked Estep 
Score: -11552510.000000 Penalty: 3725.303955
	Iteration 14Q: 3 clusters Score -1.155251e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 93142 members 
Entering Unmasked Estep 
Score: -11552875.000000 Penalty: 3725.303955
	Iteration 15Q: 3 clusters Score -1.155288e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 93437 members 
Entering Unmasked Estep 
Score: -11553076.000000 Penalty: 3725.303955
	Iteration 16Q: 3 clusters Score -1.155308e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 93639 members 
Entering Unmasked Estep 
Score: -11553185.000000 Penalty: 3725.303955
	Iteration 17Q: 3 clusters Score -1.155318e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 93758 members 
Entering Unmasked Estep 
Score: -11553270.000000 Penalty: 3725.303955
	Iteration 18Q: 3 clusters Score -1.155327e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 93858 members 
Entering Unmasked Estep 
Score: -11553331.000000 Penalty: 3725.303955
	Iteration 19Q: 3 clusters Score -1.155333e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 93922 members 
Entering Unmasked Estep 
Score: -11553357.000000 Penalty: 3725.303955
	Iteration 20F: 3 clusters Score -1.155336e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 93968 members 
Entering Unmasked Estep 
Score: -11553382.000000 Penalty: 3725.303955
	Iteration 21Q: 3 clusters Score -1.155338e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 94000 members 
Entering Unmasked Estep 
Score: -11553399.000000 Penalty: 3725.303955
	Iteration 22Q: 3 clusters Score -1.15534e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 94030 members 
Entering Unmasked Estep 
Score: -11553418.000000 Penalty: 3725.303955
	Iteration 23Q: 3 clusters Score -1.155342e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 94056 members 
Entering Unmasked Estep 
Score: -11553414.000000 Penalty: 3725.303955
	Iteration 24Q: 3 clusters Score -1.155341e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 94064 members 
Entering Unmasked Estep 
Score: -11553415.000000 Penalty: 3725.303955
	Iteration 25Q: 3 clusters Score -1.155342e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 94072 members 
Entering Unmasked Estep 
Score: -11553426.000000 Penalty: 3725.303955
	Iteration 26Q: 3 clusters Score -1.155343e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 94076 members 
Entering Unmasked Estep 
Score: -11553441.000000 Penalty: 3725.303955
	Iteration 27Q: 3 clusters Score -1.155344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 94076 members 
Entering Unmasked Estep 
Score: -11553437.000000 Penalty: 3725.303955
	Iteration 28Q: 3 clusters Score -1.155344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 94075 members 
Entering Unmasked Estep 
Score: -11553424.000000 Penalty: 3725.303955
	Iteration 29Q: 3 clusters Score -1.155342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 94074 members 
Entering Unmasked Estep 
Score: -11553424.000000 Penalty: 3725.303955
	Iteration 30Q: 3 clusters Score -1.155342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 94075 members 
Entering Unmasked Estep 
Score: -11553424.000000 Penalty: 3725.303955
	Iteration 31Q: 3 clusters Score -1.155342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 94076 members 
Entering Unmasked Estep 
Score: -11553434.000000 Penalty: 3725.303955
	Iteration 32Q: 3 clusters Score -1.155343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 94079 members 
Entering Unmasked Estep 
Score: -11553428.000000 Penalty: 3725.303955
	Iteration 33Q: 3 clusters Score -1.155343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 94081 members 
Entering Unmasked Estep 
Score: -11553430.000000 Penalty: 3725.303955
	Iteration 34Q: 3 clusters Score -1.155343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 94080 members 
Entering Unmasked Estep 
Score: -11553433.000000 Penalty: 3725.303955
	Iteration 35Q: 3 clusters Score -1.155343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 94078 members 
Entering Unmasked Estep 
Score: -11553432.000000 Penalty: 3725.303955
	Iteration 36Q: 3 clusters Score -1.155343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 94077 members 
Entering Unmasked Estep 
Score: -11553433.000000 Penalty: 3725.303955
	Iteration 37Q: 3 clusters Score -1.155343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 94078 members 
Entering Unmasked Estep 
Score: -11553430.000000 Penalty: 3725.303955
	Iteration 38Q: 3 clusters Score -1.155343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 94078 members 
Entering Unmasked Estep 
Score: -11553430.000000 Penalty: 3725.303955
	Iteration 39F: 3 clusters Score -1.155343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (102287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102287 members 
Entering Unmasked Estep 
Score: -12848295.000000 Penalty: 1874.524902
	Iteration 0F: 2 clusters Score -1.28483e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51018 members 
Mstep: Class 2 contains 51269 members 
Entering Unmasked Estep 
Score: -12781433.000000 Penalty: 3749.049805
	Iteration 0F: 3 clusters Score -1.278143e+07 nChanged 49081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47813 members 
Mstep: Class 2 contains 54474 members 
Entering Unmasked Estep 
Score: -12811263.000000 Penalty: 3749.049805
	Iteration 1F: 3 clusters Score -1.281126e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 56566 members 
Entering Unmasked Estep 
Score: -12813463.000000 Penalty: 3749.049805
	Iteration 2F: 3 clusters Score -1.281346e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 59340 members 
Entering Unmasked Estep 
Score: -12817067.000000 Penalty: 3749.049805
	Iteration 3F: 3 clusters Score -1.281707e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 62576 members 
Entering Unmasked Estep 
Score: -12822201.000000 Penalty: 3749.049805
	Iteration 4F: 3 clusters Score -1.28222e+07 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 65719 members 
Entering Unmasked Estep 
Score: -12828881.000000 Penalty: 3749.049805
	Iteration 5F: 3 clusters Score -1.282888e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 68018 members 
Entering Unmasked Estep 
Score: -12834413.000000 Penalty: 3749.049805
	Iteration 6F: 3 clusters Score -1.283441e+07 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 69378 members 
Entering Unmasked Estep 
Score: -12837352.000000 Penalty: 3749.049805
	Iteration 7F: 3 clusters Score -1.283735e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 70349 members 
Entering Unmasked Estep 
Score: -12838425.000000 Penalty: 3749.049805
	Iteration 8Q: 3 clusters Score -1.283842e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 71286 members 
Entering Unmasked Estep 
Score: -12839036.000000 Penalty: 3749.049805
	Iteration 9Q: 3 clusters Score -1.283904e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 72211 members 
Entering Unmasked Estep 
Score: -12839552.000000 Penalty: 3749.049805
	Iteration 10Q: 3 clusters Score -1.283955e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 73110 members 
Entering Unmasked Estep 
Score: -12840053.000000 Penalty: 3749.049805
	Iteration 11Q: 3 clusters Score -1.284005e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 74009 members 
Entering Unmasked Estep 
Score: -12840465.000000 Penalty: 3749.049805
	Iteration 12Q: 3 clusters Score -1.284046e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 74950 members 
Entering Unmasked Estep 
Score: -12840998.000000 Penalty: 3749.049805
	Iteration 13Q: 3 clusters Score -1.2841e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 75859 members 
Entering Unmasked Estep 
Score: -12841459.000000 Penalty: 3749.049805
	Iteration 14Q: 3 clusters Score -1.284146e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 76747 members 
Entering Unmasked Estep 
Score: -12841838.000000 Penalty: 3749.049805
	Iteration 15Q: 3 clusters Score -1.284184e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 77572 members 
Entering Unmasked Estep 
Score: -12842190.000000 Penalty: 3749.049805
	Iteration 16Q: 3 clusters Score -1.284219e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 78323 members 
Entering Unmasked Estep 
Score: -12842462.000000 Penalty: 3749.049805
	Iteration 17Q: 3 clusters Score -1.284246e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 79082 members 
Entering Unmasked Estep 
Score: -12842722.000000 Penalty: 3749.049805
	Iteration 18Q: 3 clusters Score -1.284272e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 79797 members 
Entering Unmasked Estep 
Score: -12842961.000000 Penalty: 3749.049805
	Iteration 19Q: 3 clusters Score -1.284296e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 80464 members 
Entering Unmasked Estep 
Score: -12843248.000000 Penalty: 3749.049805
	Iteration 20F: 3 clusters Score -1.284325e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 81110 members 
Entering Unmasked Estep 
Score: -12843436.000000 Penalty: 3749.049805
	Iteration 21Q: 3 clusters Score -1.284344e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 81767 members 
Entering Unmasked Estep 
Score: -12843654.000000 Penalty: 3749.049805
	Iteration 22Q: 3 clusters Score -1.284365e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 82459 members 
Entering Unmasked Estep 
Score: -12843809.000000 Penalty: 3749.049805
	Iteration 23Q: 3 clusters Score -1.284381e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 83128 members 
Entering Unmasked Estep 
Score: -12843964.000000 Penalty: 3749.049805
	Iteration 24Q: 3 clusters Score -1.284396e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 83772 members 
Entering Unmasked Estep 
Score: -12844155.000000 Penalty: 3749.049805
	Iteration 25Q: 3 clusters Score -1.284416e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 84424 members 
Entering Unmasked Estep 
Score: -12844218.000000 Penalty: 3749.049805
	Iteration 26Q: 3 clusters Score -1.284422e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 85074 members 
Entering Unmasked Estep 
Score: -12844436.000000 Penalty: 3749.049805
	Iteration 27Q: 3 clusters Score -1.284444e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 85691 members 
Entering Unmasked Estep 
Score: -12844599.000000 Penalty: 3749.049805
	Iteration 28Q: 3 clusters Score -1.28446e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 86330 members 
Entering Unmasked Estep 
Score: -12844786.000000 Penalty: 3749.049805
	Iteration 29Q: 3 clusters Score -1.284479e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 86954 members 
Entering Unmasked Estep 
Score: -12844946.000000 Penalty: 3749.049805
	Iteration 30Q: 3 clusters Score -1.284495e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 87567 members 
Entering Unmasked Estep 
Score: -12845073.000000 Penalty: 3749.049805
	Iteration 31Q: 3 clusters Score -1.284507e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 88153 members 
Entering Unmasked Estep 
Score: -12845267.000000 Penalty: 3749.049805
	Iteration 32Q: 3 clusters Score -1.284527e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 88739 members 
Entering Unmasked Estep 
Score: -12845397.000000 Penalty: 3749.049805
	Iteration 33Q: 3 clusters Score -1.28454e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 89307 members 
Entering Unmasked Estep 
Score: -12845463.000000 Penalty: 3749.049805
	Iteration 34Q: 3 clusters Score -1.284546e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 89874 members 
Entering Unmasked Estep 
Score: -12845627.000000 Penalty: 3749.049805
	Iteration 35Q: 3 clusters Score -1.284563e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 90432 members 
Entering Unmasked Estep 
Score: -12845909.000000 Penalty: 3749.049805
	Iteration 36Q: 3 clusters Score -1.284591e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 91012 members 
Entering Unmasked Estep 
Score: -12846133.000000 Penalty: 3749.049805
	Iteration 37Q: 3 clusters Score -1.284613e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 91604 members 
Entering Unmasked Estep 
Score: -12846320.000000 Penalty: 3749.049805
	Iteration 38Q: 3 clusters Score -1.284632e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 92147 members 
Entering Unmasked Estep 
Score: -12846579.000000 Penalty: 3749.049805
	Iteration 39Q: 3 clusters Score -1.284658e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 92695 members 
Entering Unmasked Estep 
Score: -12846677.000000 Penalty: 3749.049805
	Iteration 40F: 3 clusters Score -1.284668e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 93227 members 
Entering Unmasked Estep 
Score: -12846821.000000 Penalty: 3749.049805
	Iteration 41Q: 3 clusters Score -1.284682e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 93720 members 
Entering Unmasked Estep 
Score: -12846989.000000 Penalty: 3749.049805
	Iteration 42Q: 3 clusters Score -1.284699e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 94244 members 
Entering Unmasked Estep 
Score: -12847139.000000 Penalty: 3749.049805
	Iteration 43Q: 3 clusters Score -1.284714e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 94746 members 
Entering Unmasked Estep 
Score: -12847333.000000 Penalty: 3749.049805
	Iteration 44Q: 3 clusters Score -1.284733e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 95236 members 
Entering Unmasked Estep 
Score: -12847498.000000 Penalty: 3749.049805
	Iteration 45Q: 3 clusters Score -1.28475e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 95711 members 
Entering Unmasked Estep 
Score: -12847591.000000 Penalty: 3749.049805
	Iteration 46Q: 3 clusters Score -1.284759e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 96156 members 
Entering Unmasked Estep 
Score: -12847708.000000 Penalty: 3749.049805
	Iteration 47Q: 3 clusters Score -1.284771e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 96583 members 
Entering Unmasked Estep 
Score: -12847799.000000 Penalty: 3749.049805
	Iteration 48Q: 3 clusters Score -1.28478e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 96931 members 
Entering Unmasked Estep 
Score: -12847874.000000 Penalty: 3749.049805
	Iteration 49Q: 3 clusters Score -1.284787e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 97247 members 
Entering Unmasked Estep 
Score: -12847952.000000 Penalty: 3749.049805
	Iteration 50Q: 3 clusters Score -1.284795e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 97525 members 
Entering Unmasked Estep 
Score: -12847940.000000 Penalty: 3749.049805
	Iteration 51Q: 3 clusters Score -1.284794e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 97766 members 
Entering Unmasked Estep 
Score: -12847941.000000 Penalty: 3749.049805
	Iteration 52Q: 3 clusters Score -1.284794e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 97977 members 
Entering Unmasked Estep 
Score: -12847960.000000 Penalty: 3749.049805
	Iteration 53Q: 3 clusters Score -1.284796e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 98175 members 
Entering Unmasked Estep 
Score: -12847989.000000 Penalty: 3749.049805
	Iteration 54Q: 3 clusters Score -1.284799e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 98350 members 
Entering Unmasked Estep 
Score: -12848004.000000 Penalty: 3749.049805
	Iteration 55Q: 3 clusters Score -1.2848e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 98519 members 
Entering Unmasked Estep 
Score: -12848023.000000 Penalty: 3749.049805
	Iteration 56Q: 3 clusters Score -1.284802e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 98668 members 
Entering Unmasked Estep 
Score: -12848017.000000 Penalty: 3749.049805
	Iteration 57Q: 3 clusters Score -1.284802e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 98795 members 
Entering Unmasked Estep 
Score: -12848033.000000 Penalty: 3749.049805
	Iteration 58Q: 3 clusters Score -1.284803e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 98911 members 
Entering Unmasked Estep 
Score: -12848043.000000 Penalty: 3749.049805
	Iteration 59Q: 3 clusters Score -1.284804e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 99011 members 
Entering Unmasked Estep 
Score: -12848027.000000 Penalty: 3749.049805
	Iteration 60F: 3 clusters Score -1.284803e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 99104 members 
Entering Unmasked Estep 
Score: -12848012.000000 Penalty: 3749.049805
	Iteration 61Q: 3 clusters Score -1.284801e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 99192 members 
Entering Unmasked Estep 
Score: -12848024.000000 Penalty: 3749.049805
	Iteration 62Q: 3 clusters Score -1.284802e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 99272 members 
Entering Unmasked Estep 
Score: -12848035.000000 Penalty: 3749.049805
	Iteration 63Q: 3 clusters Score -1.284804e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 99346 members 
Entering Unmasked Estep 
Score: -12848028.000000 Penalty: 3749.049805
	Iteration 64Q: 3 clusters Score -1.284803e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 99411 members 
Entering Unmasked Estep 
Score: -12847986.000000 Penalty: 3749.049805
	Iteration 65Q: 3 clusters Score -1.284799e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 99470 members 
Entering Unmasked Estep 
Score: -12847987.000000 Penalty: 3749.049805
	Iteration 66Q: 3 clusters Score -1.284799e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 99527 members 
Entering Unmasked Estep 
Score: -12847984.000000 Penalty: 3749.049805
	Iteration 67Q: 3 clusters Score -1.284798e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 99566 members 
Entering Unmasked Estep 
Score: -12847985.000000 Penalty: 3749.049805
	Iteration 68Q: 3 clusters Score -1.284798e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 99599 members 
Entering Unmasked Estep 
Score: -12847981.000000 Penalty: 3749.049805
	Iteration 69Q: 3 clusters Score -1.284798e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 99626 members 
Entering Unmasked Estep 
Score: -12848005.000000 Penalty: 3749.049805
	Iteration 70Q: 3 clusters Score -1.2848e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 99649 members 
Entering Unmasked Estep 
Score: -12847995.000000 Penalty: 3749.049805
	Iteration 71Q: 3 clusters Score -1.2848e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 99675 members 
Entering Unmasked Estep 
Score: -12848017.000000 Penalty: 3749.049805
	Iteration 72Q: 3 clusters Score -1.284802e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 99693 members 
Entering Unmasked Estep 
Score: -12848004.000000 Penalty: 3749.049805
	Iteration 73Q: 3 clusters Score -1.2848e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 99712 members 
Entering Unmasked Estep 
Score: -12847991.000000 Penalty: 3749.049805
	Iteration 74Q: 3 clusters Score -1.284799e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 99735 members 
Entering Unmasked Estep 
Score: -12847970.000000 Penalty: 3749.049805
	Iteration 75Q: 3 clusters Score -1.284797e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 99756 members 
Entering Unmasked Estep 
Score: -12847966.000000 Penalty: 3749.049805
	Iteration 76Q: 3 clusters Score -1.284797e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 99773 members 
Entering Unmasked Estep 
Score: -12847952.000000 Penalty: 3749.049805
	Iteration 77Q: 3 clusters Score -1.284795e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 99786 members 
Entering Unmasked Estep 
Score: -12847963.000000 Penalty: 3749.049805
	Iteration 78Q: 3 clusters Score -1.284796e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 99795 members 
Entering Unmasked Estep 
Score: -12847962.000000 Penalty: 3749.049805
	Iteration 79Q: 3 clusters Score -1.284796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 99803 members 
Entering Unmasked Estep 
Score: -12847956.000000 Penalty: 3749.049805
	Iteration 80F: 3 clusters Score -1.284796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 99809 members 
Entering Unmasked Estep 
Score: -12847960.000000 Penalty: 3749.049805
	Iteration 81Q: 3 clusters Score -1.284796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 99819 members 
Entering Unmasked Estep 
Score: -12847964.000000 Penalty: 3749.049805
	Iteration 82Q: 3 clusters Score -1.284796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 99830 members 
Entering Unmasked Estep 
Score: -12847975.000000 Penalty: 3749.049805
	Iteration 83Q: 3 clusters Score -1.284798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 99841 members 
Entering Unmasked Estep 
Score: -12847968.000000 Penalty: 3749.049805
	Iteration 84Q: 3 clusters Score -1.284797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 99845 members 
Entering Unmasked Estep 
Score: -12847967.000000 Penalty: 3749.049805
	Iteration 85Q: 3 clusters Score -1.284797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 99850 members 
Entering Unmasked Estep 
Score: -12847969.000000 Penalty: 3749.049805
	Iteration 86Q: 3 clusters Score -1.284797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 99857 members 
Entering Unmasked Estep 
Score: -12847967.000000 Penalty: 3749.049805
	Iteration 87Q: 3 clusters Score -1.284797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 99859 members 
Entering Unmasked Estep 
Score: -12847967.000000 Penalty: 3749.049805
	Iteration 88Q: 3 clusters Score -1.284797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 99864 members 
Entering Unmasked Estep 
Score: -12847976.000000 Penalty: 3749.049805
	Iteration 89Q: 3 clusters Score -1.284798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 99867 members 
Entering Unmasked Estep 
Score: -12847978.000000 Penalty: 3749.049805
	Iteration 90Q: 3 clusters Score -1.284798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 99869 members 
Entering Unmasked Estep 
Score: -12847966.000000 Penalty: 3749.049805
	Iteration 91Q: 3 clusters Score -1.284797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 99873 members 
Entering Unmasked Estep 
Score: -12847964.000000 Penalty: 3749.049805
	Iteration 92Q: 3 clusters Score -1.284796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 99874 members 
Entering Unmasked Estep 
Score: -12847962.000000 Penalty: 3749.049805
	Iteration 93Q: 3 clusters Score -1.284796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 99873 members 
Entering Unmasked Estep 
Score: -12847960.000000 Penalty: 3749.049805
	Iteration 94Q: 3 clusters Score -1.284796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 99875 members 
Entering Unmasked Estep 
Score: -12847964.000000 Penalty: 3749.049805
	Iteration 95Q: 3 clusters Score -1.284796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 99875 members 
Entering Unmasked Estep 
Score: -12847964.000000 Penalty: 3749.049805
	Iteration 96F: 3 clusters Score -1.284796e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (81666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81666 members 
Entering Unmasked Estep 
Score: -10117719.000000 Penalty: 1837.938965
	Iteration 0F: 2 clusters Score -1.011772e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -10063386.000000 Penalty: 3675.877930
	Iteration 0F: 3 clusters Score -1.006339e+07 nChanged 38945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -10086489.000000 Penalty: 3675.877930
	Iteration 1F: 3 clusters Score -1.008649e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -10088009.000000 Penalty: 3675.877930
	Iteration 2Q: 3 clusters Score -1.008801e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -10090089.000000 Penalty: 3675.877930
	Iteration 3Q: 3 clusters Score -1.009009e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -10092397.000000 Penalty: 3675.877930
	Iteration 4F: 3 clusters Score -1.00924e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -10095510.000000 Penalty: 3675.877930
	Iteration 5F: 3 clusters Score -1.009551e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -10098644.000000 Penalty: 3675.877930
	Iteration 6F: 3 clusters Score -1.009864e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47098 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -10101476.000000 Penalty: 3675.877930
	Iteration 7F: 3 clusters Score -1.010148e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49514 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -10103988.000000 Penalty: 3675.877930
	Iteration 8F: 3 clusters Score -1.010399e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51828 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -10105835.000000 Penalty: 3675.877930
	Iteration 9Q: 3 clusters Score -1.010584e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53951 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -10107259.000000 Penalty: 3675.877930
	Iteration 10Q: 3 clusters Score -1.010726e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55988 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -10108307.000000 Penalty: 3675.877930
	Iteration 11Q: 3 clusters Score -1.010831e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57957 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -10109281.000000 Penalty: 3675.877930
	Iteration 12Q: 3 clusters Score -1.010928e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59847 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -10110137.000000 Penalty: 3675.877930
	Iteration 13Q: 3 clusters Score -1.011014e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61727 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -10111077.000000 Penalty: 3675.877930
	Iteration 14Q: 3 clusters Score -1.011108e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63604 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -10111898.000000 Penalty: 3675.877930
	Iteration 15Q: 3 clusters Score -1.01119e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65356 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -10112631.000000 Penalty: 3675.877930
	Iteration 16Q: 3 clusters Score -1.011263e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66990 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -10113381.000000 Penalty: 3675.877930
	Iteration 17Q: 3 clusters Score -1.011338e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68515 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -10114130.000000 Penalty: 3675.877930
	Iteration 18Q: 3 clusters Score -1.011413e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69898 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -10114845.000000 Penalty: 3675.877930
	Iteration 19Q: 3 clusters Score -1.011484e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71159 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -10115410.000000 Penalty: 3675.877930
	Iteration 20F: 3 clusters Score -1.011541e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72229 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -10115920.000000 Penalty: 3675.877930
	Iteration 21Q: 3 clusters Score -1.011592e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73153 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -10116269.000000 Penalty: 3675.877930
	Iteration 22Q: 3 clusters Score -1.011627e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73965 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -10116557.000000 Penalty: 3675.877930
	Iteration 23Q: 3 clusters Score -1.011656e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74671 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -10116830.000000 Penalty: 3675.877930
	Iteration 24Q: 3 clusters Score -1.011683e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75307 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -10117102.000000 Penalty: 3675.877930
	Iteration 25Q: 3 clusters Score -1.01171e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75842 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -10117245.000000 Penalty: 3675.877930
	Iteration 26Q: 3 clusters Score -1.011724e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76315 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -10117349.000000 Penalty: 3675.877930
	Iteration 27Q: 3 clusters Score -1.011735e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76720 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -10117467.000000 Penalty: 3675.877930
	Iteration 28Q: 3 clusters Score -1.011747e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77069 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -10117546.000000 Penalty: 3675.877930
	Iteration 29Q: 3 clusters Score -1.011755e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77341 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -10117622.000000 Penalty: 3675.877930
	Iteration 30Q: 3 clusters Score -1.011762e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77574 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -10117661.000000 Penalty: 3675.877930
	Iteration 31Q: 3 clusters Score -1.011766e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77784 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -10117719.000000 Penalty: 3675.877930
	Iteration 32Q: 3 clusters Score -1.011772e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77952 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -10117742.000000 Penalty: 3675.877930
	Iteration 33Q: 3 clusters Score -1.011774e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78087 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -10117758.000000 Penalty: 3675.877930
	Iteration 34Q: 3 clusters Score -1.011776e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78200 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -10117773.000000 Penalty: 3675.877930
	Iteration 35Q: 3 clusters Score -1.011777e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78295 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -10117765.000000 Penalty: 3675.877930
	Iteration 36Q: 3 clusters Score -1.011776e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78374 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -10117793.000000 Penalty: 3675.877930
	Iteration 37Q: 3 clusters Score -1.011779e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78448 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -10117807.000000 Penalty: 3675.877930
	Iteration 38Q: 3 clusters Score -1.011781e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78507 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -10117806.000000 Penalty: 3675.877930
	Iteration 39Q: 3 clusters Score -1.011781e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78569 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -10117828.000000 Penalty: 3675.877930
	Iteration 40F: 3 clusters Score -1.011783e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78637 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -10117819.000000 Penalty: 3675.877930
	Iteration 41Q: 3 clusters Score -1.011782e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78693 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -10117842.000000 Penalty: 3675.877930
	Iteration 42Q: 3 clusters Score -1.011784e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78747 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -10117847.000000 Penalty: 3675.877930
	Iteration 43Q: 3 clusters Score -1.011785e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78787 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -10117862.000000 Penalty: 3675.877930
	Iteration 44Q: 3 clusters Score -1.011786e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78819 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -10117864.000000 Penalty: 3675.877930
	Iteration 45Q: 3 clusters Score -1.011786e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78839 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -10117852.000000 Penalty: 3675.877930
	Iteration 46Q: 3 clusters Score -1.011785e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78854 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -10117854.000000 Penalty: 3675.877930
	Iteration 47Q: 3 clusters Score -1.011785e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78869 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -10117856.000000 Penalty: 3675.877930
	Iteration 48Q: 3 clusters Score -1.011786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78882 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -10117862.000000 Penalty: 3675.877930
	Iteration 49Q: 3 clusters Score -1.011786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78889 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -10117869.000000 Penalty: 3675.877930
	Iteration 50Q: 3 clusters Score -1.011787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78892 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -10117860.000000 Penalty: 3675.877930
	Iteration 51Q: 3 clusters Score -1.011786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78896 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -10117861.000000 Penalty: 3675.877930
	Iteration 52Q: 3 clusters Score -1.011786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78900 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -10117866.000000 Penalty: 3675.877930
	Iteration 53Q: 3 clusters Score -1.011787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78902 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -10117875.000000 Penalty: 3675.877930
	Iteration 54Q: 3 clusters Score -1.011788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78902 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -10117875.000000 Penalty: 3675.877930
	Iteration 55F: 3 clusters Score -1.011788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 97198 members 
Mstep: Class 3 contains 9626 members 
Mstep: Class 4 contains 974 members 
Mstep: Class 5 contains 10253 members 
Mstep: Class 6 contains 64395 members 
Mstep: Class 7 contains 550 members 
Mstep: Class 8 contains 8097 members 
Mstep: Class 9 contains 81346 members 
Mstep: Class 10 contains 95080 members 
Mstep: Class 11 contains 102287 members 
Mstep: Class 12 contains 78902 members 
Mstep: Class 13 contains 90013 members 
Mstep: Class 14 contains 106113 members 
Mstep: Class 15 contains 3572 members 
Mstep: Class 16 contains 3574 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 115276 members 
Mstep: Class 19 contains 8629 members 
Mstep: Class 20 contains 26494 members 
Mstep: Class 21 contains 489 members 
Mstep: Class 22 contains 1218 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 2764 members 
Entering Unmasked Estep 
Score: -111679656.000000 Penalty: 53548.687500
Splitting cluster 12 changes total score from -111666168.000000 to -111679656.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (90013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90013 members 
Entering Unmasked Estep 
Score: -11234262.000000 Penalty: 1853.752686
	Iteration 0F: 2 clusters Score -1.123426e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -11174150.000000 Penalty: 3707.505371
	Iteration 0F: 3 clusters Score -1.117415e+07 nChanged 43163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -11199562.000000 Penalty: 3707.505371
	Iteration 1F: 3 clusters Score -1.119956e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -11201178.000000 Penalty: 3707.505371
	Iteration 2Q: 3 clusters Score -1.120118e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 47062 members 
Entering Unmasked Estep 
Score: -11204516.000000 Penalty: 3707.505371
	Iteration 3F: 3 clusters Score -1.120452e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 49111 members 
Entering Unmasked Estep 
Score: -11210377.000000 Penalty: 3707.505371
	Iteration 4F: 3 clusters Score -1.121038e+07 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 52506 members 
Entering Unmasked Estep 
Score: -11217967.000000 Penalty: 3707.505371
	Iteration 5F: 3 clusters Score -1.121797e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 56937 members 
Entering Unmasked Estep 
Score: -11224507.000000 Penalty: 3707.505371
	Iteration 6F: 3 clusters Score -1.122451e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 61264 members 
Entering Unmasked Estep 
Score: -11229025.000000 Penalty: 3707.505371
	Iteration 7F: 3 clusters Score -1.122902e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 64771 members 
Entering Unmasked Estep 
Score: -11231629.000000 Penalty: 3707.505371
	Iteration 8Q: 3 clusters Score -1.123163e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 67508 members 
Entering Unmasked Estep 
Score: -11233179.000000 Penalty: 3707.505371
	Iteration 9Q: 3 clusters Score -1.123318e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 69807 members 
Entering Unmasked Estep 
Score: -11234216.000000 Penalty: 3707.505371
	Iteration 10Q: 3 clusters Score -1.123422e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 71720 members 
Entering Unmasked Estep 
Score: -11234997.000000 Penalty: 3707.505371
	Iteration 11Q: 3 clusters Score -1.1235e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 73399 members 
Entering Unmasked Estep 
Score: -11235684.000000 Penalty: 3707.505371
	Iteration 12Q: 3 clusters Score -1.123568e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 74893 members 
Entering Unmasked Estep 
Score: -11236296.000000 Penalty: 3707.505371
	Iteration 13Q: 3 clusters Score -1.12363e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 76237 members 
Entering Unmasked Estep 
Score: -11236773.000000 Penalty: 3707.505371
	Iteration 14Q: 3 clusters Score -1.123677e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 77417 members 
Entering Unmasked Estep 
Score: -11237231.000000 Penalty: 3707.505371
	Iteration 15Q: 3 clusters Score -1.123723e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 78374 members 
Entering Unmasked Estep 
Score: -11237675.000000 Penalty: 3707.505371
	Iteration 16Q: 3 clusters Score -1.123768e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 79167 members 
Entering Unmasked Estep 
Score: -11238160.000000 Penalty: 3707.505371
	Iteration 17Q: 3 clusters Score -1.123816e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 79716 members 
Entering Unmasked Estep 
Score: -11238516.000000 Penalty: 3707.505371
	Iteration 18Q: 3 clusters Score -1.123852e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 80079 members 
Entering Unmasked Estep 
Score: -11238568.000000 Penalty: 3707.505371
	Iteration 19Q: 3 clusters Score -1.123857e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 80273 members 
Entering Unmasked Estep 
Score: -11238610.000000 Penalty: 3707.505371
	Iteration 20F: 3 clusters Score -1.123861e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 80394 members 
Entering Unmasked Estep 
Score: -11238622.000000 Penalty: 3707.505371
	Iteration 21Q: 3 clusters Score -1.123862e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 80474 members 
Entering Unmasked Estep 
Score: -11238617.000000 Penalty: 3707.505371
	Iteration 22Q: 3 clusters Score -1.123862e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 80524 members 
Entering Unmasked Estep 
Score: -11238619.000000 Penalty: 3707.505371
	Iteration 23Q: 3 clusters Score -1.123862e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 80549 members 
Entering Unmasked Estep 
Score: -11238620.000000 Penalty: 3707.505371
	Iteration 24Q: 3 clusters Score -1.123862e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 80567 members 
Entering Unmasked Estep 
Score: -11238616.000000 Penalty: 3707.505371
	Iteration 25Q: 3 clusters Score -1.123862e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 80580 members 
Entering Unmasked Estep 
Score: -11238602.000000 Penalty: 3707.505371
	Iteration 26Q: 3 clusters Score -1.12386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 80587 members 
Entering Unmasked Estep 
Score: -11238604.000000 Penalty: 3707.505371
	Iteration 27Q: 3 clusters Score -1.12386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 80590 members 
Entering Unmasked Estep 
Score: -11238597.000000 Penalty: 3707.505371
	Iteration 28Q: 3 clusters Score -1.12386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 80591 members 
Entering Unmasked Estep 
Score: -11238598.000000 Penalty: 3707.505371
	Iteration 29Q: 3 clusters Score -1.12386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 80592 members 
Entering Unmasked Estep 
Score: -11238592.000000 Penalty: 3707.505371
	Iteration 30Q: 3 clusters Score -1.123859e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 80592 members 
Entering Unmasked Estep 
Score: -11238592.000000 Penalty: 3707.505371
	Iteration 31F: 3 clusters Score -1.123859e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 97198 members 
Mstep: Class 3 contains 9626 members 
Mstep: Class 4 contains 974 members 
Mstep: Class 5 contains 10253 members 
Mstep: Class 6 contains 64395 members 
Mstep: Class 7 contains 550 members 
Mstep: Class 8 contains 8097 members 
Mstep: Class 9 contains 81346 members 
Mstep: Class 10 contains 95080 members 
Mstep: Class 11 contains 102287 members 
Mstep: Class 12 contains 78902 members 
Mstep: Class 13 contains 9421 members 
Mstep: Class 14 contains 106113 members 
Mstep: Class 15 contains 3572 members 
Mstep: Class 16 contains 3574 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 115276 members 
Mstep: Class 19 contains 8629 members 
Mstep: Class 20 contains 26494 members 
Mstep: Class 21 contains 489 members 
Mstep: Class 22 contains 1218 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 2764 members 
Mstep: Class 25 contains 80592 members 
Entering Unmasked Estep 
Score: -111682552.000000 Penalty: 55779.882812
Splitting cluster 13 changes total score from -111666168.000000 to -111682552.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (106113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106113 members 
Entering Unmasked Estep 
Score: -13384159.000000 Penalty: 1880.492188
	Iteration 0F: 2 clusters Score -1.338416e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52932 members 
Mstep: Class 2 contains 53181 members 
Entering Unmasked Estep 
Score: -13316103.000000 Penalty: 3760.984375
	Iteration 0F: 3 clusters Score -1.33161e+07 nChanged 50564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49704 members 
Mstep: Class 2 contains 56409 members 
Entering Unmasked Estep 
Score: -13345643.000000 Penalty: 3760.984375
	Iteration 1F: 3 clusters Score -1.334564e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47929 members 
Mstep: Class 2 contains 58184 members 
Entering Unmasked Estep 
Score: -13346765.000000 Penalty: 3760.984375
	Iteration 2Q: 3 clusters Score -1.334676e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 60705 members 
Entering Unmasked Estep 
Score: -13348518.000000 Penalty: 3760.984375
	Iteration 3Q: 3 clusters Score -1.334852e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 64213 members 
Entering Unmasked Estep 
Score: -13351556.000000 Penalty: 3760.984375
	Iteration 4F: 3 clusters Score -1.335156e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 68906 members 
Entering Unmasked Estep 
Score: -13356564.000000 Penalty: 3760.984375
	Iteration 5F: 3 clusters Score -1.335656e+07 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 73985 members 
Entering Unmasked Estep 
Score: -13363166.000000 Penalty: 3760.984375
	Iteration 6F: 3 clusters Score -1.336317e+07 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 77803 members 
Entering Unmasked Estep 
Score: -13370038.000000 Penalty: 3760.984375
	Iteration 7F: 3 clusters Score -1.337004e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 79727 members 
Entering Unmasked Estep 
Score: -13373917.000000 Penalty: 3760.984375
	Iteration 8F: 3 clusters Score -1.337392e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 80766 members 
Entering Unmasked Estep 
Score: -13375518.000000 Penalty: 3760.984375
	Iteration 9Q: 3 clusters Score -1.337552e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 81524 members 
Entering Unmasked Estep 
Score: -13376397.000000 Penalty: 3760.984375
	Iteration 10Q: 3 clusters Score -1.33764e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 82149 members 
Entering Unmasked Estep 
Score: -13377104.000000 Penalty: 3760.984375
	Iteration 11Q: 3 clusters Score -1.33771e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 82625 members 
Entering Unmasked Estep 
Score: -13377622.000000 Penalty: 3760.984375
	Iteration 12Q: 3 clusters Score -1.337762e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 82921 members 
Entering Unmasked Estep 
Score: -13378092.000000 Penalty: 3760.984375
	Iteration 13Q: 3 clusters Score -1.337809e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 83147 members 
Entering Unmasked Estep 
Score: -13378412.000000 Penalty: 3760.984375
	Iteration 14Q: 3 clusters Score -1.337841e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 83358 members 
Entering Unmasked Estep 
Score: -13378704.000000 Penalty: 3760.984375
	Iteration 15Q: 3 clusters Score -1.33787e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 83517 members 
Entering Unmasked Estep 
Score: -13378949.000000 Penalty: 3760.984375
	Iteration 16Q: 3 clusters Score -1.337895e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 83653 members 
Entering Unmasked Estep 
Score: -13379151.000000 Penalty: 3760.984375
	Iteration 17Q: 3 clusters Score -1.337915e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 83738 members 
Entering Unmasked Estep 
Score: -13379254.000000 Penalty: 3760.984375
	Iteration 18Q: 3 clusters Score -1.337925e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 83830 members 
Entering Unmasked Estep 
Score: -13379324.000000 Penalty: 3760.984375
	Iteration 19Q: 3 clusters Score -1.337932e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 83936 members 
Entering Unmasked Estep 
Score: -13379427.000000 Penalty: 3760.984375
	Iteration 20F: 3 clusters Score -1.337943e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 84029 members 
Entering Unmasked Estep 
Score: -13379473.000000 Penalty: 3760.984375
	Iteration 21Q: 3 clusters Score -1.337947e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 84127 members 
Entering Unmasked Estep 
Score: -13379521.000000 Penalty: 3760.984375
	Iteration 22Q: 3 clusters Score -1.337952e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 84234 members 
Entering Unmasked Estep 
Score: -13379574.000000 Penalty: 3760.984375
	Iteration 23Q: 3 clusters Score -1.337957e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 84334 members 
Entering Unmasked Estep 
Score: -13379604.000000 Penalty: 3760.984375
	Iteration 24Q: 3 clusters Score -1.33796e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 84421 members 
Entering Unmasked Estep 
Score: -13379654.000000 Penalty: 3760.984375
	Iteration 25Q: 3 clusters Score -1.337965e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 84533 members 
Entering Unmasked Estep 
Score: -13379635.000000 Penalty: 3760.984375
	Iteration 26Q: 3 clusters Score -1.337964e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 84604 members 
Entering Unmasked Estep 
Score: -13379666.000000 Penalty: 3760.984375
	Iteration 27Q: 3 clusters Score -1.337967e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 84683 members 
Entering Unmasked Estep 
Score: -13379682.000000 Penalty: 3760.984375
	Iteration 28Q: 3 clusters Score -1.337968e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 84786 members 
Entering Unmasked Estep 
Score: -13379728.000000 Penalty: 3760.984375
	Iteration 29Q: 3 clusters Score -1.337973e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 84874 members 
Entering Unmasked Estep 
Score: -13379756.000000 Penalty: 3760.984375
	Iteration 30Q: 3 clusters Score -1.337976e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 84954 members 
Entering Unmasked Estep 
Score: -13379757.000000 Penalty: 3760.984375
	Iteration 31Q: 3 clusters Score -1.337976e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 85036 members 
Entering Unmasked Estep 
Score: -13379766.000000 Penalty: 3760.984375
	Iteration 32Q: 3 clusters Score -1.337977e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 85127 members 
Entering Unmasked Estep 
Score: -13379782.000000 Penalty: 3760.984375
	Iteration 33Q: 3 clusters Score -1.337978e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 85214 members 
Entering Unmasked Estep 
Score: -13379791.000000 Penalty: 3760.984375
	Iteration 34Q: 3 clusters Score -1.337979e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 85304 members 
Entering Unmasked Estep 
Score: -13379795.000000 Penalty: 3760.984375
	Iteration 35Q: 3 clusters Score -1.33798e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 85400 members 
Entering Unmasked Estep 
Score: -13379820.000000 Penalty: 3760.984375
	Iteration 36Q: 3 clusters Score -1.337982e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 85502 members 
Entering Unmasked Estep 
Score: -13379856.000000 Penalty: 3760.984375
	Iteration 37Q: 3 clusters Score -1.337986e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 85610 members 
Entering Unmasked Estep 
Score: -13379862.000000 Penalty: 3760.984375
	Iteration 38Q: 3 clusters Score -1.337986e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 85717 members 
Entering Unmasked Estep 
Score: -13379872.000000 Penalty: 3760.984375
	Iteration 39Q: 3 clusters Score -1.337987e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 85826 members 
Entering Unmasked Estep 
Score: -13379896.000000 Penalty: 3760.984375
	Iteration 40F: 3 clusters Score -1.33799e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 85924 members 
Entering Unmasked Estep 
Score: -13379899.000000 Penalty: 3760.984375
	Iteration 41Q: 3 clusters Score -1.33799e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 86021 members 
Entering Unmasked Estep 
Score: -13379906.000000 Penalty: 3760.984375
	Iteration 42Q: 3 clusters Score -1.337991e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 86106 members 
Entering Unmasked Estep 
Score: -13379910.000000 Penalty: 3760.984375
	Iteration 43Q: 3 clusters Score -1.337991e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 86196 members 
Entering Unmasked Estep 
Score: -13379932.000000 Penalty: 3760.984375
	Iteration 44Q: 3 clusters Score -1.337993e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 86286 members 
Entering Unmasked Estep 
Score: -13379956.000000 Penalty: 3760.984375
	Iteration 45Q: 3 clusters Score -1.337996e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 86384 members 
Entering Unmasked Estep 
Score: -13379988.000000 Penalty: 3760.984375
	Iteration 46Q: 3 clusters Score -1.337999e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 86480 members 
Entering Unmasked Estep 
Score: -13379984.000000 Penalty: 3760.984375
	Iteration 47Q: 3 clusters Score -1.337998e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 86563 members 
Entering Unmasked Estep 
Score: -13380009.000000 Penalty: 3760.984375
	Iteration 48Q: 3 clusters Score -1.338001e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 86644 members 
Entering Unmasked Estep 
Score: -13380007.000000 Penalty: 3760.984375
	Iteration 49Q: 3 clusters Score -1.338001e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 86716 members 
Entering Unmasked Estep 
Score: -13380007.000000 Penalty: 3760.984375
	Iteration 50Q: 3 clusters Score -1.338001e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 86774 members 
Entering Unmasked Estep 
Score: -13380045.000000 Penalty: 3760.984375
	Iteration 51Q: 3 clusters Score -1.338004e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 86827 members 
Entering Unmasked Estep 
Score: -13380037.000000 Penalty: 3760.984375
	Iteration 52Q: 3 clusters Score -1.338004e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 86883 members 
Entering Unmasked Estep 
Score: -13380057.000000 Penalty: 3760.984375
	Iteration 53Q: 3 clusters Score -1.338006e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 86919 members 
Entering Unmasked Estep 
Score: -13380051.000000 Penalty: 3760.984375
	Iteration 54Q: 3 clusters Score -1.338005e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 86950 members 
Entering Unmasked Estep 
Score: -13380051.000000 Penalty: 3760.984375
	Iteration 55Q: 3 clusters Score -1.338005e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 86978 members 
Entering Unmasked Estep 
Score: -13380059.000000 Penalty: 3760.984375
	Iteration 56Q: 3 clusters Score -1.338006e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 87008 members 
Entering Unmasked Estep 
Score: -13380070.000000 Penalty: 3760.984375
	Iteration 57Q: 3 clusters Score -1.338007e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 87035 members 
Entering Unmasked Estep 
Score: -13380089.000000 Penalty: 3760.984375
	Iteration 58Q: 3 clusters Score -1.338009e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 87060 members 
Entering Unmasked Estep 
Score: -13380072.000000 Penalty: 3760.984375
	Iteration 59Q: 3 clusters Score -1.338007e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 87082 members 
Entering Unmasked Estep 
Score: -13380071.000000 Penalty: 3760.984375
	Iteration 60F: 3 clusters Score -1.338007e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 87109 members 
Entering Unmasked Estep 
Score: -13380073.000000 Penalty: 3760.984375
	Iteration 61Q: 3 clusters Score -1.338007e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 87133 members 
Entering Unmasked Estep 
Score: -13380079.000000 Penalty: 3760.984375
	Iteration 62Q: 3 clusters Score -1.338008e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 87148 members 
Entering Unmasked Estep 
Score: -13380077.000000 Penalty: 3760.984375
	Iteration 63Q: 3 clusters Score -1.338008e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 87168 members 
Entering Unmasked Estep 
Score: -13380074.000000 Penalty: 3760.984375
	Iteration 64Q: 3 clusters Score -1.338007e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 87181 members 
Entering Unmasked Estep 
Score: -13380078.000000 Penalty: 3760.984375
	Iteration 65Q: 3 clusters Score -1.338008e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 87193 members 
Entering Unmasked Estep 
Score: -13380069.000000 Penalty: 3760.984375
	Iteration 66Q: 3 clusters Score -1.338007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 87200 members 
Entering Unmasked Estep 
Score: -13380062.000000 Penalty: 3760.984375
	Iteration 67Q: 3 clusters Score -1.338006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 87206 members 
Entering Unmasked Estep 
Score: -13380072.000000 Penalty: 3760.984375
	Iteration 68Q: 3 clusters Score -1.338007e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 87218 members 
Entering Unmasked Estep 
Score: -13380081.000000 Penalty: 3760.984375
	Iteration 69Q: 3 clusters Score -1.338008e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 87229 members 
Entering Unmasked Estep 
Score: -13380083.000000 Penalty: 3760.984375
	Iteration 70Q: 3 clusters Score -1.338008e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 87243 members 
Entering Unmasked Estep 
Score: -13380082.000000 Penalty: 3760.984375
	Iteration 71Q: 3 clusters Score -1.338008e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 87266 members 
Entering Unmasked Estep 
Score: -13380088.000000 Penalty: 3760.984375
	Iteration 72Q: 3 clusters Score -1.338009e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 87290 members 
Entering Unmasked Estep 
Score: -13380098.000000 Penalty: 3760.984375
	Iteration 73Q: 3 clusters Score -1.33801e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 87316 members 
Entering Unmasked Estep 
Score: -13380097.000000 Penalty: 3760.984375
	Iteration 74Q: 3 clusters Score -1.33801e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 87342 members 
Entering Unmasked Estep 
Score: -13380111.000000 Penalty: 3760.984375
	Iteration 75Q: 3 clusters Score -1.338011e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 87372 members 
Entering Unmasked Estep 
Score: -13380107.000000 Penalty: 3760.984375
	Iteration 76Q: 3 clusters Score -1.338011e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 87396 members 
Entering Unmasked Estep 
Score: -13380135.000000 Penalty: 3760.984375
	Iteration 77Q: 3 clusters Score -1.338014e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 87429 members 
Entering Unmasked Estep 
Score: -13380148.000000 Penalty: 3760.984375
	Iteration 78Q: 3 clusters Score -1.338015e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 87472 members 
Entering Unmasked Estep 
Score: -13380166.000000 Penalty: 3760.984375
	Iteration 79Q: 3 clusters Score -1.338017e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 87512 members 
Entering Unmasked Estep 
Score: -13380150.000000 Penalty: 3760.984375
	Iteration 80F: 3 clusters Score -1.338015e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 87543 members 
Entering Unmasked Estep 
Score: -13380143.000000 Penalty: 3760.984375
	Iteration 81Q: 3 clusters Score -1.338014e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 87577 members 
Entering Unmasked Estep 
Score: -13380140.000000 Penalty: 3760.984375
	Iteration 82Q: 3 clusters Score -1.338014e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 87616 members 
Entering Unmasked Estep 
Score: -13380149.000000 Penalty: 3760.984375
	Iteration 83Q: 3 clusters Score -1.338015e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 87651 members 
Entering Unmasked Estep 
Score: -13380148.000000 Penalty: 3760.984375
	Iteration 84Q: 3 clusters Score -1.338015e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 87683 members 
Entering Unmasked Estep 
Score: -13380162.000000 Penalty: 3760.984375
	Iteration 85Q: 3 clusters Score -1.338016e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 87727 members 
Entering Unmasked Estep 
Score: -13380168.000000 Penalty: 3760.984375
	Iteration 86Q: 3 clusters Score -1.338017e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 87772 members 
Entering Unmasked Estep 
Score: -13380191.000000 Penalty: 3760.984375
	Iteration 87Q: 3 clusters Score -1.338019e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 87824 members 
Entering Unmasked Estep 
Score: -13380216.000000 Penalty: 3760.984375
	Iteration 88Q: 3 clusters Score -1.338022e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 87881 members 
Entering Unmasked Estep 
Score: -13380214.000000 Penalty: 3760.984375
	Iteration 89Q: 3 clusters Score -1.338021e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 87929 members 
Entering Unmasked Estep 
Score: -13380213.000000 Penalty: 3760.984375
	Iteration 90Q: 3 clusters Score -1.338021e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 87957 members 
Entering Unmasked Estep 
Score: -13380214.000000 Penalty: 3760.984375
	Iteration 91Q: 3 clusters Score -1.338021e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 87983 members 
Entering Unmasked Estep 
Score: -13380214.000000 Penalty: 3760.984375
	Iteration 92Q: 3 clusters Score -1.338021e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 88009 members 
Entering Unmasked Estep 
Score: -13380228.000000 Penalty: 3760.984375
	Iteration 93Q: 3 clusters Score -1.338023e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 88043 members 
Entering Unmasked Estep 
Score: -13380252.000000 Penalty: 3760.984375
	Iteration 94Q: 3 clusters Score -1.338025e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 88085 members 
Entering Unmasked Estep 
Score: -13380242.000000 Penalty: 3760.984375
	Iteration 95Q: 3 clusters Score -1.338024e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 88113 members 
Entering Unmasked Estep 
Score: -13380239.000000 Penalty: 3760.984375
	Iteration 96Q: 3 clusters Score -1.338024e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 88143 members 
Entering Unmasked Estep 
Score: -13380244.000000 Penalty: 3760.984375
	Iteration 97Q: 3 clusters Score -1.338024e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 88175 members 
Entering Unmasked Estep 
Score: -13380253.000000 Penalty: 3760.984375
	Iteration 98Q: 3 clusters Score -1.338025e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 88207 members 
Entering Unmasked Estep 
Score: -13380263.000000 Penalty: 3760.984375
	Iteration 99Q: 3 clusters Score -1.338026e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 88239 members 
Entering Unmasked Estep 
Score: -13380268.000000 Penalty: 3760.984375
	Iteration 100F: 3 clusters Score -1.338027e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 88270 members 
Entering Unmasked Estep 
Score: -13380273.000000 Penalty: 3760.984375
	Iteration 101Q: 3 clusters Score -1.338027e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 88297 members 
Entering Unmasked Estep 
Score: -13380283.000000 Penalty: 3760.984375
	Iteration 102Q: 3 clusters Score -1.338028e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 88315 members 
Entering Unmasked Estep 
Score: -13380283.000000 Penalty: 3760.984375
	Iteration 103Q: 3 clusters Score -1.338028e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 88338 members 
Entering Unmasked Estep 
Score: -13380274.000000 Penalty: 3760.984375
	Iteration 104Q: 3 clusters Score -1.338027e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 88357 members 
Entering Unmasked Estep 
Score: -13380281.000000 Penalty: 3760.984375
	Iteration 105Q: 3 clusters Score -1.338028e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 88368 members 
Entering Unmasked Estep 
Score: -13380287.000000 Penalty: 3760.984375
	Iteration 106Q: 3 clusters Score -1.338029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 88374 members 
Entering Unmasked Estep 
Score: -13380275.000000 Penalty: 3760.984375
	Iteration 107Q: 3 clusters Score -1.338028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 88380 members 
Entering Unmasked Estep 
Score: -13380278.000000 Penalty: 3760.984375
	Iteration 108Q: 3 clusters Score -1.338028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 88381 members 
Entering Unmasked Estep 
Score: -13380266.000000 Penalty: 3760.984375
	Iteration 109Q: 3 clusters Score -1.338027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 88383 members 
Entering Unmasked Estep 
Score: -13380270.000000 Penalty: 3760.984375
	Iteration 110Q: 3 clusters Score -1.338027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 88384 members 
Entering Unmasked Estep 
Score: -13380271.000000 Penalty: 3760.984375
	Iteration 111Q: 3 clusters Score -1.338027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 88385 members 
Entering Unmasked Estep 
Score: -13380269.000000 Penalty: 3760.984375
	Iteration 112Q: 3 clusters Score -1.338027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 88387 members 
Entering Unmasked Estep 
Score: -13380270.000000 Penalty: 3760.984375
	Iteration 113Q: 3 clusters Score -1.338027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 88388 members 
Entering Unmasked Estep 
Score: -13380277.000000 Penalty: 3760.984375
	Iteration 114Q: 3 clusters Score -1.338028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 88389 members 
Entering Unmasked Estep 
Score: -13380276.000000 Penalty: 3760.984375
	Iteration 115Q: 3 clusters Score -1.338028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 88389 members 
Entering Unmasked Estep 
Score: -13380276.000000 Penalty: 3760.984375
	Iteration 116F: 3 clusters Score -1.338028e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Entering Unmasked Estep 
Score: -382690.312500 Penalty: 1329.484009
	Iteration 0F: 2 clusters Score -382690.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -379690.437500 Penalty: 2658.968018
	Iteration 0F: 3 clusters Score -379690.4 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -381095.281250 Penalty: 2658.968018
	Iteration 1F: 3 clusters Score -381095.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -381754.656250 Penalty: 2658.968018
	Iteration 2F: 3 clusters Score -381754.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -382136.375000 Penalty: 2658.968018
	Iteration 3F: 3 clusters Score -382136.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -382446.500000 Penalty: 2658.968018
	Iteration 4F: 3 clusters Score -382446.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -382754.843750 Penalty: 2658.968018
	Iteration 5Q: 3 clusters Score -382754.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -383058.937500 Penalty: 2658.968018
	Iteration 6Q: 3 clusters Score -383058.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -383395.625000 Penalty: 2658.968018
	Iteration 7Q: 3 clusters Score -383395.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -383785.031250 Penalty: 2658.968018
	Iteration 8F: 3 clusters Score -383785 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -384310.843750 Penalty: 2658.968018
	Iteration 9F: 3 clusters Score -384310.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -384627.500000 Penalty: 2658.968018
	Iteration 10F: 3 clusters Score -384627.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -384870.218750 Penalty: 2658.968018
	Iteration 11Q: 3 clusters Score -384870.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -384943.781250 Penalty: 2658.968018
	Iteration 12Q: 3 clusters Score -384943.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -384981.343750 Penalty: 2658.968018
	Iteration 13Q: 3 clusters Score -384981.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -385023.281250 Penalty: 2658.968018
	Iteration 14Q: 3 clusters Score -385023.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -385058.781250 Penalty: 2658.968018
	Iteration 15Q: 3 clusters Score -385058.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -385075.000000 Penalty: 2658.968018
	Iteration 16Q: 3 clusters Score -385075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -385081.750000 Penalty: 2658.968018
	Iteration 17Q: 3 clusters Score -385081.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -385083.781250 Penalty: 2658.968018
	Iteration 18Q: 3 clusters Score -385083.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -385085.218750 Penalty: 2658.968018
	Iteration 19Q: 3 clusters Score -385085.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -385085.781250 Penalty: 2658.968018
	Iteration 20F: 3 clusters Score -385085.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -385085.625000 Penalty: 2658.968018
	Iteration 21Q: 3 clusters Score -385085.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -385085.625000 Penalty: 2658.968018
	Iteration 22F: 3 clusters Score -385085.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 97198 members 
Mstep: Class 3 contains 9626 members 
Mstep: Class 4 contains 974 members 
Mstep: Class 5 contains 10253 members 
Mstep: Class 6 contains 64395 members 
Mstep: Class 7 contains 550 members 
Mstep: Class 8 contains 8097 members 
Mstep: Class 9 contains 81346 members 
Mstep: Class 10 contains 95080 members 
Mstep: Class 11 contains 102287 members 
Mstep: Class 12 contains 78902 members 
Mstep: Class 13 contains 9421 members 
Mstep: Class 14 contains 106113 members 
Mstep: Class 15 contains 3572 members 
Mstep: Class 16 contains 1624 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 115276 members 
Mstep: Class 19 contains 8629 members 
Mstep: Class 20 contains 26494 members 
Mstep: Class 21 contains 489 members 
Mstep: Class 22 contains 1218 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 2764 members 
Mstep: Class 25 contains 80592 members 
Mstep: Class 26 contains 1950 members 
Entering Unmasked Estep 
Score: -111684400.000000 Penalty: 58011.078125
Splitting cluster 16 changes total score from -111666168.000000 to -111684400.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 18 (115276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115276 members 
Entering Unmasked Estep 
Score: -14527983.000000 Penalty: 1893.951294
	Iteration 0F: 2 clusters Score -1.452798e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57665 members 
Mstep: Class 2 contains 57611 members 
Entering Unmasked Estep 
Score: -14469254.000000 Penalty: 3787.902588
	Iteration 0F: 3 clusters Score -1.446925e+07 nChanged 55682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58295 members 
Mstep: Class 2 contains 56981 members 
Entering Unmasked Estep 
Score: -14502159.000000 Penalty: 3787.902588
	Iteration 1F: 3 clusters Score -1.450216e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59038 members 
Mstep: Class 2 contains 56238 members 
Entering Unmasked Estep 
Score: -14503131.000000 Penalty: 3787.902588
	Iteration 2Q: 3 clusters Score -1.450313e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60239 members 
Mstep: Class 2 contains 55037 members 
Entering Unmasked Estep 
Score: -14504251.000000 Penalty: 3787.902588
	Iteration 3Q: 3 clusters Score -1.450425e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61941 members 
Mstep: Class 2 contains 53335 members 
Entering Unmasked Estep 
Score: -14505944.000000 Penalty: 3787.902588
	Iteration 4Q: 3 clusters Score -1.450594e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64373 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -14508528.000000 Penalty: 3787.902588
	Iteration 5Q: 3 clusters Score -1.450853e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67514 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -14512398.000000 Penalty: 3787.902588
	Iteration 6F: 3 clusters Score -1.45124e+07 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71087 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -14517555.000000 Penalty: 3787.902588
	Iteration 7F: 3 clusters Score -1.451756e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74443 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -14522548.000000 Penalty: 3787.902588
	Iteration 8F: 3 clusters Score -1.452255e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77145 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -14525943.000000 Penalty: 3787.902588
	Iteration 9F: 3 clusters Score -1.452594e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79515 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -14528051.000000 Penalty: 3787.902588
	Iteration 10Q: 3 clusters Score -1.452805e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81637 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -14529086.000000 Penalty: 3787.902588
	Iteration 11Q: 3 clusters Score -1.452909e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83755 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -14529901.000000 Penalty: 3787.902588
	Iteration 12Q: 3 clusters Score -1.45299e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85887 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -14530658.000000 Penalty: 3787.902588
	Iteration 13Q: 3 clusters Score -1.453066e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88026 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -14531314.000000 Penalty: 3787.902588
	Iteration 14Q: 3 clusters Score -1.453131e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90234 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -14532230.000000 Penalty: 3787.902588
	Iteration 15Q: 3 clusters Score -1.453223e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92596 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -14533367.000000 Penalty: 3787.902588
	Iteration 16Q: 3 clusters Score -1.453337e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95482 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -14534339.000000 Penalty: 3787.902588
	Iteration 17Q: 3 clusters Score -1.453434e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98776 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -14534460.000000 Penalty: 3787.902588
	Iteration 18Q: 3 clusters Score -1.453446e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102148 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -14533730.000000 Penalty: 3787.902588
	Iteration 19Q: 3 clusters Score -1.453373e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105243 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -14532615.000000 Penalty: 3787.902588
	Iteration 20F: 3 clusters Score -1.453262e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107703 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -14531513.000000 Penalty: 3787.902588
	Iteration 21Q: 3 clusters Score -1.453151e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109416 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -14530567.000000 Penalty: 3787.902588
	Iteration 22Q: 3 clusters Score -1.453057e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110587 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -14530087.000000 Penalty: 3787.902588
	Iteration 23Q: 3 clusters Score -1.453009e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111400 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -14529561.000000 Penalty: 3787.902588
	Iteration 24Q: 3 clusters Score -1.452956e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111935 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -14529199.000000 Penalty: 3787.902588
	Iteration 25Q: 3 clusters Score -1.45292e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112283 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -14528989.000000 Penalty: 3787.902588
	Iteration 26Q: 3 clusters Score -1.452899e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112529 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -14528876.000000 Penalty: 3787.902588
	Iteration 27Q: 3 clusters Score -1.452888e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112720 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -14528680.000000 Penalty: 3787.902588
	Iteration 28Q: 3 clusters Score -1.452868e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112883 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -14528570.000000 Penalty: 3787.902588
	Iteration 29Q: 3 clusters Score -1.452857e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113018 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -14528487.000000 Penalty: 3787.902588
	Iteration 30Q: 3 clusters Score -1.452849e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113124 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -14528424.000000 Penalty: 3787.902588
	Iteration 31Q: 3 clusters Score -1.452842e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113211 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -14528360.000000 Penalty: 3787.902588
	Iteration 32Q: 3 clusters Score -1.452836e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113293 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -14528329.000000 Penalty: 3787.902588
	Iteration 33Q: 3 clusters Score -1.452833e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113358 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -14528299.000000 Penalty: 3787.902588
	Iteration 34Q: 3 clusters Score -1.45283e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113429 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -14528295.000000 Penalty: 3787.902588
	Iteration 35Q: 3 clusters Score -1.45283e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113499 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -14528306.000000 Penalty: 3787.902588
	Iteration 36Q: 3 clusters Score -1.452831e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113569 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -14528252.000000 Penalty: 3787.902588
	Iteration 37Q: 3 clusters Score -1.452825e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113601 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -14528259.000000 Penalty: 3787.902588
	Iteration 38Q: 3 clusters Score -1.452826e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113636 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -14528233.000000 Penalty: 3787.902588
	Iteration 39Q: 3 clusters Score -1.452823e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113661 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -14528225.000000 Penalty: 3787.902588
	Iteration 40F: 3 clusters Score -1.452822e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113669 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -14528206.000000 Penalty: 3787.902588
	Iteration 41Q: 3 clusters Score -1.452821e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113678 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -14528190.000000 Penalty: 3787.902588
	Iteration 42Q: 3 clusters Score -1.452819e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113690 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -14528185.000000 Penalty: 3787.902588
	Iteration 43Q: 3 clusters Score -1.452818e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113704 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -14528167.000000 Penalty: 3787.902588
	Iteration 44Q: 3 clusters Score -1.452817e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113710 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -14528167.000000 Penalty: 3787.902588
	Iteration 45Q: 3 clusters Score -1.452817e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113721 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -14528174.000000 Penalty: 3787.902588
	Iteration 46Q: 3 clusters Score -1.452817e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113736 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -14528176.000000 Penalty: 3787.902588
	Iteration 47Q: 3 clusters Score -1.452818e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113746 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -14528175.000000 Penalty: 3787.902588
	Iteration 48Q: 3 clusters Score -1.452818e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113756 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -14528169.000000 Penalty: 3787.902588
	Iteration 49Q: 3 clusters Score -1.452817e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113770 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -14528165.000000 Penalty: 3787.902588
	Iteration 50Q: 3 clusters Score -1.452816e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113780 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -14528189.000000 Penalty: 3787.902588
	Iteration 51Q: 3 clusters Score -1.452819e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113792 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -14528188.000000 Penalty: 3787.902588
	Iteration 52Q: 3 clusters Score -1.452819e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113797 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -14528187.000000 Penalty: 3787.902588
	Iteration 53Q: 3 clusters Score -1.452819e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113803 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -14528189.000000 Penalty: 3787.902588
	Iteration 54Q: 3 clusters Score -1.452819e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113814 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -14528196.000000 Penalty: 3787.902588
	Iteration 55Q: 3 clusters Score -1.45282e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113830 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -14528176.000000 Penalty: 3787.902588
	Iteration 56Q: 3 clusters Score -1.452818e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113844 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -14528180.000000 Penalty: 3787.902588
	Iteration 57Q: 3 clusters Score -1.452818e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113860 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -14528178.000000 Penalty: 3787.902588
	Iteration 58Q: 3 clusters Score -1.452818e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113879 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -14528161.000000 Penalty: 3787.902588
	Iteration 59Q: 3 clusters Score -1.452816e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113891 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -14528139.000000 Penalty: 3787.902588
	Iteration 60F: 3 clusters Score -1.452814e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113899 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -14528127.000000 Penalty: 3787.902588
	Iteration 61Q: 3 clusters Score -1.452813e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113906 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -14528115.000000 Penalty: 3787.902588
	Iteration 62Q: 3 clusters Score -1.452812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113908 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -14528109.000000 Penalty: 3787.902588
	Iteration 63Q: 3 clusters Score -1.452811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113906 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -14528132.000000 Penalty: 3787.902588
	Iteration 64Q: 3 clusters Score -1.452813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113911 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -14528124.000000 Penalty: 3787.902588
	Iteration 65Q: 3 clusters Score -1.452812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113915 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -14528103.000000 Penalty: 3787.902588
	Iteration 66Q: 3 clusters Score -1.45281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113919 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -14528109.000000 Penalty: 3787.902588
	Iteration 67Q: 3 clusters Score -1.452811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113922 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -14528097.000000 Penalty: 3787.902588
	Iteration 68Q: 3 clusters Score -1.45281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113927 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -14528102.000000 Penalty: 3787.902588
	Iteration 69Q: 3 clusters Score -1.45281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113930 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -14528111.000000 Penalty: 3787.902588
	Iteration 70Q: 3 clusters Score -1.452811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113931 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -14528104.000000 Penalty: 3787.902588
	Iteration 71Q: 3 clusters Score -1.45281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113938 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -14528083.000000 Penalty: 3787.902588
	Iteration 72Q: 3 clusters Score -1.452808e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113948 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -14528101.000000 Penalty: 3787.902588
	Iteration 73Q: 3 clusters Score -1.45281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113955 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -14528102.000000 Penalty: 3787.902588
	Iteration 74Q: 3 clusters Score -1.45281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113960 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -14528085.000000 Penalty: 3787.902588
	Iteration 75Q: 3 clusters Score -1.452808e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113964 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -14528084.000000 Penalty: 3787.902588
	Iteration 76Q: 3 clusters Score -1.452808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113968 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -14528090.000000 Penalty: 3787.902588
	Iteration 77Q: 3 clusters Score -1.452809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113969 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -14528089.000000 Penalty: 3787.902588
	Iteration 78Q: 3 clusters Score -1.452809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113971 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -14528093.000000 Penalty: 3787.902588
	Iteration 79Q: 3 clusters Score -1.452809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113972 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -14528095.000000 Penalty: 3787.902588
	Iteration 80F: 3 clusters Score -1.45281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113975 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -14528097.000000 Penalty: 3787.902588
	Iteration 81Q: 3 clusters Score -1.45281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113977 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -14528088.000000 Penalty: 3787.902588
	Iteration 82Q: 3 clusters Score -1.452809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113981 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -14528082.000000 Penalty: 3787.902588
	Iteration 83Q: 3 clusters Score -1.452808e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113985 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -14528070.000000 Penalty: 3787.902588
	Iteration 84Q: 3 clusters Score -1.452807e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113991 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -14528084.000000 Penalty: 3787.902588
	Iteration 85Q: 3 clusters Score -1.452808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113994 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -14528080.000000 Penalty: 3787.902588
	Iteration 86Q: 3 clusters Score -1.452808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113997 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -14528076.000000 Penalty: 3787.902588
	Iteration 87Q: 3 clusters Score -1.452808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113998 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -14528075.000000 Penalty: 3787.902588
	Iteration 88Q: 3 clusters Score -1.452808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113999 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -14528071.000000 Penalty: 3787.902588
	Iteration 89Q: 3 clusters Score -1.452807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114000 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -14528068.000000 Penalty: 3787.902588
	Iteration 90Q: 3 clusters Score -1.452807e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114000 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -14528068.000000 Penalty: 3787.902588
	Iteration 91F: 3 clusters Score -1.452807e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 97198 members 
Mstep: Class 3 contains 9626 members 
Mstep: Class 4 contains 974 members 
Mstep: Class 5 contains 10253 members 
Mstep: Class 6 contains 64395 members 
Mstep: Class 7 contains 550 members 
Mstep: Class 8 contains 8097 members 
Mstep: Class 9 contains 81346 members 
Mstep: Class 10 contains 95080 members 
Mstep: Class 11 contains 102287 members 
Mstep: Class 12 contains 78902 members 
Mstep: Class 13 contains 9421 members 
Mstep: Class 14 contains 106113 members 
Mstep: Class 15 contains 3572 members 
Mstep: Class 16 contains 1624 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 114000 members 
Mstep: Class 19 contains 8629 members 
Mstep: Class 20 contains 26494 members 
Mstep: Class 21 contains 489 members 
Mstep: Class 22 contains 1218 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 2764 members 
Mstep: Class 25 contains 80592 members 
Mstep: Class 26 contains 1950 members 
Mstep: Class 27 contains 1276 members 
Entering Unmasked Estep 
Score: -111684328.000000 Penalty: 60242.273438
Splitting cluster 18 changes total score from -111666168.000000 to -111684328.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (8629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Entering Unmasked Estep 
Score: -1001421.687500 Penalty: 1472.718750
	Iteration 0F: 2 clusters Score -1001422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -995152.875000 Penalty: 2945.437500
	Iteration 0F: 3 clusters Score -995152.9 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -997525.000000 Penalty: 2945.437500
	Iteration 1F: 3 clusters Score -997525 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -998211.187500 Penalty: 2945.437500
	Iteration 2F: 3 clusters Score -998211.2 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -998858.562500 Penalty: 2945.437500
	Iteration 3F: 3 clusters Score -998858.6 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -999352.687500 Penalty: 2945.437500
	Iteration 4F: 3 clusters Score -999352.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -999738.375000 Penalty: 2945.437500
	Iteration 5F: 3 clusters Score -999738.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1000077.500000 Penalty: 2945.437500
	Iteration 6Q: 3 clusters Score -1000078 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1000399.687500 Penalty: 2945.437500
	Iteration 7Q: 3 clusters Score -1000400 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1000703.062500 Penalty: 2945.437500
	Iteration 8Q: 3 clusters Score -1000703 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1001011.937500 Penalty: 2945.437500
	Iteration 9Q: 3 clusters Score -1001012 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1001276.625000 Penalty: 2945.437500
	Iteration 10Q: 3 clusters Score -1001277 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1001442.437500 Penalty: 2945.437500
	Iteration 11Q: 3 clusters Score -1001442 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1001563.125000 Penalty: 2945.437500
	Iteration 12Q: 3 clusters Score -1001563 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1001639.875000 Penalty: 2945.437500
	Iteration 13Q: 3 clusters Score -1001640 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1001674.562500 Penalty: 2945.437500
	Iteration 14Q: 3 clusters Score -1001675 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1001726.687500 Penalty: 2945.437500
	Iteration 15Q: 3 clusters Score -1001727 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1001797.062500 Penalty: 2945.437500
	Iteration 16Q: 3 clusters Score -1001797 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1002011.875000 Penalty: 2945.437500
	Iteration 17Q: 3 clusters Score -1002012 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1002375.937500 Penalty: 2945.437500
	Iteration 18Q: 3 clusters Score -1002376 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1002514.125000 Penalty: 2945.437500
	Iteration 19Q: 3 clusters Score -1002514 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1002544.000000 Penalty: 2945.437500
	Iteration 20F: 3 clusters Score -1002544 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1002550.125000 Penalty: 2945.437500
	Iteration 21Q: 3 clusters Score -1002550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1002554.062500 Penalty: 2945.437500
	Iteration 22Q: 3 clusters Score -1002554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1002557.312500 Penalty: 2945.437500
	Iteration 23Q: 3 clusters Score -1002557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1002556.562500 Penalty: 2945.437500
	Iteration 24Q: 3 clusters Score -1002557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1002558.062500 Penalty: 2945.437500
	Iteration 25Q: 3 clusters Score -1002558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1002558.312500 Penalty: 2945.437500
	Iteration 26Q: 3 clusters Score -1002558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1002558.562500 Penalty: 2945.437500
	Iteration 27Q: 3 clusters Score -1002559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1002558.562500 Penalty: 2945.437500
	Iteration 28F: 3 clusters Score -1002559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 97198 members 
Mstep: Class 3 contains 9626 members 
Mstep: Class 4 contains 974 members 
Mstep: Class 5 contains 10253 members 
Mstep: Class 6 contains 64395 members 
Mstep: Class 7 contains 550 members 
Mstep: Class 8 contains 8097 members 
Mstep: Class 9 contains 81346 members 
Mstep: Class 10 contains 95080 members 
Mstep: Class 11 contains 102287 members 
Mstep: Class 12 contains 78902 members 
Mstep: Class 13 contains 9421 members 
Mstep: Class 14 contains 106113 members 
Mstep: Class 15 contains 3572 members 
Mstep: Class 16 contains 1624 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 114000 members 
Mstep: Class 19 contains 4231 members 
Mstep: Class 20 contains 26494 members 
Mstep: Class 21 contains 489 members 
Mstep: Class 22 contains 1218 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 2764 members 
Mstep: Class 25 contains 80592 members 
Mstep: Class 26 contains 1950 members 
Mstep: Class 27 contains 1276 members 
Mstep: Class 28 contains 4398 members 
Entering Unmasked Estep 
Score: -111684560.000000 Penalty: 62473.468750
Splitting cluster 19 changes total score from -111666168.000000 to -111684560.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (26494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Entering Unmasked Estep 
Score: -3212815.500000 Penalty: 1655.009399
	Iteration 0F: 2 clusters Score -3212816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -3194958.250000 Penalty: 3310.018799
	Iteration 0F: 3 clusters Score -3194958 nChanged 12133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -3202101.750000 Penalty: 3310.018799
	Iteration 1F: 3 clusters Score -3202102 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -3202952.000000 Penalty: 3310.018799
	Iteration 2F: 3 clusters Score -3202952 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -3204300.250000 Penalty: 3310.018799
	Iteration 3F: 3 clusters Score -3204300 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -3206219.000000 Penalty: 3310.018799
	Iteration 4F: 3 clusters Score -3206219 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -3208183.500000 Penalty: 3310.018799
	Iteration 5F: 3 clusters Score -3208184 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -3209827.250000 Penalty: 3310.018799
	Iteration 6F: 3 clusters Score -3209827 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -3211184.750000 Penalty: 3310.018799
	Iteration 7F: 3 clusters Score -3211185 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -3212150.500000 Penalty: 3310.018799
	Iteration 8Q: 3 clusters Score -3212150 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -3212681.000000 Penalty: 3310.018799
	Iteration 9Q: 3 clusters Score -3212681 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -3212966.000000 Penalty: 3310.018799
	Iteration 10Q: 3 clusters Score -3212966 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -3213146.000000 Penalty: 3310.018799
	Iteration 11Q: 3 clusters Score -3213146 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -3213246.500000 Penalty: 3310.018799
	Iteration 12Q: 3 clusters Score -3213246 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -3213310.750000 Penalty: 3310.018799
	Iteration 13Q: 3 clusters Score -3213311 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -3213366.500000 Penalty: 3310.018799
	Iteration 14Q: 3 clusters Score -3213366 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -3213395.000000 Penalty: 3310.018799
	Iteration 15Q: 3 clusters Score -3213395 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -3213419.000000 Penalty: 3310.018799
	Iteration 16Q: 3 clusters Score -3213419 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -3213432.750000 Penalty: 3310.018799
	Iteration 17Q: 3 clusters Score -3213433 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -3213440.500000 Penalty: 3310.018799
	Iteration 18Q: 3 clusters Score -3213440 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -3213455.500000 Penalty: 3310.018799
	Iteration 19Q: 3 clusters Score -3213456 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -3213476.250000 Penalty: 3310.018799
	Iteration 20F: 3 clusters Score -3213476 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -3213496.750000 Penalty: 3310.018799
	Iteration 21Q: 3 clusters Score -3213497 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -3213502.500000 Penalty: 3310.018799
	Iteration 22Q: 3 clusters Score -3213502 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -3213504.750000 Penalty: 3310.018799
	Iteration 23Q: 3 clusters Score -3213505 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -3213509.250000 Penalty: 3310.018799
	Iteration 24Q: 3 clusters Score -3213509 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -3213506.500000 Penalty: 3310.018799
	Iteration 25Q: 3 clusters Score -3213506 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -3213514.000000 Penalty: 3310.018799
	Iteration 26Q: 3 clusters Score -3213514 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -3213524.750000 Penalty: 3310.018799
	Iteration 27Q: 3 clusters Score -3213525 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -3213529.750000 Penalty: 3310.018799
	Iteration 28Q: 3 clusters Score -3213530 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -3213540.000000 Penalty: 3310.018799
	Iteration 29Q: 3 clusters Score -3213540 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -3213544.500000 Penalty: 3310.018799
	Iteration 30Q: 3 clusters Score -3213544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -3213546.250000 Penalty: 3310.018799
	Iteration 31Q: 3 clusters Score -3213546 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -3213541.750000 Penalty: 3310.018799
	Iteration 32Q: 3 clusters Score -3213542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -3213545.750000 Penalty: 3310.018799
	Iteration 33Q: 3 clusters Score -3213546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -3213553.250000 Penalty: 3310.018799
	Iteration 34Q: 3 clusters Score -3213553 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -3213565.500000 Penalty: 3310.018799
	Iteration 35Q: 3 clusters Score -3213566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -3213562.500000 Penalty: 3310.018799
	Iteration 36Q: 3 clusters Score -3213562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -3213557.250000 Penalty: 3310.018799
	Iteration 37Q: 3 clusters Score -3213557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -3213565.000000 Penalty: 3310.018799
	Iteration 38Q: 3 clusters Score -3213565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -3213560.750000 Penalty: 3310.018799
	Iteration 39Q: 3 clusters Score -3213561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -3213564.750000 Penalty: 3310.018799
	Iteration 40F: 3 clusters Score -3213565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -3213571.250000 Penalty: 3310.018799
	Iteration 41Q: 3 clusters Score -3213571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -3213573.250000 Penalty: 3310.018799
	Iteration 42Q: 3 clusters Score -3213573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -3213579.250000 Penalty: 3310.018799
	Iteration 43Q: 3 clusters Score -3213579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -3213577.250000 Penalty: 3310.018799
	Iteration 44Q: 3 clusters Score -3213577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -3213578.750000 Penalty: 3310.018799
	Iteration 45Q: 3 clusters Score -3213579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -3213576.000000 Penalty: 3310.018799
	Iteration 46Q: 3 clusters Score -3213576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -3213573.500000 Penalty: 3310.018799
	Iteration 47Q: 3 clusters Score -3213574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -3213574.250000 Penalty: 3310.018799
	Iteration 48Q: 3 clusters Score -3213574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -3213571.500000 Penalty: 3310.018799
	Iteration 49Q: 3 clusters Score -3213572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -3213573.250000 Penalty: 3310.018799
	Iteration 50Q: 3 clusters Score -3213573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -3213577.500000 Penalty: 3310.018799
	Iteration 51Q: 3 clusters Score -3213578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -3213575.000000 Penalty: 3310.018799
	Iteration 52Q: 3 clusters Score -3213575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -3213574.250000 Penalty: 3310.018799
	Iteration 53Q: 3 clusters Score -3213574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -3213572.000000 Penalty: 3310.018799
	Iteration 54Q: 3 clusters Score -3213572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -3213574.000000 Penalty: 3310.018799
	Iteration 55Q: 3 clusters Score -3213574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -3213570.250000 Penalty: 3310.018799
	Iteration 56Q: 3 clusters Score -3213570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -3213570.250000 Penalty: 3310.018799
	Iteration 57F: 3 clusters Score -3213570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 97198 members 
Mstep: Class 3 contains 9626 members 
Mstep: Class 4 contains 974 members 
Mstep: Class 5 contains 10253 members 
Mstep: Class 6 contains 64395 members 
Mstep: Class 7 contains 550 members 
Mstep: Class 8 contains 8097 members 
Mstep: Class 9 contains 81346 members 
Mstep: Class 10 contains 95080 members 
Mstep: Class 11 contains 102287 members 
Mstep: Class 12 contains 78902 members 
Mstep: Class 13 contains 9421 members 
Mstep: Class 14 contains 106113 members 
Mstep: Class 15 contains 3572 members 
Mstep: Class 16 contains 1624 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 114000 members 
Mstep: Class 19 contains 4231 members 
Mstep: Class 20 contains 15683 members 
Mstep: Class 21 contains 489 members 
Mstep: Class 22 contains 1218 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 2764 members 
Mstep: Class 25 contains 80592 members 
Mstep: Class 26 contains 1950 members 
Mstep: Class 27 contains 1276 members 
Mstep: Class 28 contains 4398 members 
Mstep: Class 29 contains 10811 members 
Entering Unmasked Estep 
Score: -111684928.000000 Penalty: 64704.664062
Splitting cluster 20 changes total score from -111666168.000000 to -111684928.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 97198 members 
Mstep: Class 3 contains 9626 members 
Mstep: Class 4 contains 974 members 
Mstep: Class 5 contains 10253 members 
Mstep: Class 6 contains 64395 members 
Mstep: Class 7 contains 550 members 
Mstep: Class 8 contains 8097 members 
Mstep: Class 9 contains 81346 members 
Mstep: Class 10 contains 95080 members 
Mstep: Class 11 contains 102287 members 
Mstep: Class 12 contains 78902 members 
Mstep: Class 13 contains 9421 members 
Mstep: Class 14 contains 106113 members 
Mstep: Class 16 contains 1624 members 
Mstep: Class 18 contains 114000 members 
Mstep: Class 19 contains 4231 members 
Mstep: Class 20 contains 15683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 27. Lose 2209.321777 but Gain 2231.195312
Score: -111694880.000000 Penalty: 62473.468750
Iteration 39Q: 29 clusters Score -1.116949e+08 nChanged 22472
Entering Unmasked Mstep 
Mstep: Class 0 contains 369 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 97798 members 
Mstep: Class 3 contains 9715 members 
Mstep: Class 4 contains 1049 members 
Mstep: Class 5 contains 9795 members 
Mstep: Class 6 contains 64446 members 
Mstep: Class 7 contains 551 members 
Mstep: Class 8 contains 8065 members 
Mstep: Class 9 contains 81264 members 
Mstep: Class 10 contains 95256 members 
Mstep: Class 11 contains 102526 members 
Mstep: Class 12 contains 79349 members 
Mstep: Class 13 contains 10033 members 
Mstep: Class 14 contains 106207 members 
Mstep: Class 15 contains 3070 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 855 members 
Mstep: Class 18 contains 116406 members 
Mstep: Class 19 contains 4267 members 
Mstep: Class 20 contains 16662 members 
Mstep: Class 21 contains 475 members 
Mstep: Class 22 contains 1186 members 
Mstep: Class 23 contains 601 members 
Mstep: Class 24 contains 2751 members 
Mstep: Class 25 contains 77276 members 
Mstep: Class 26 contains 1851 members 
Mstep: Class 28 contains 4260 members 
Mstep: Class 29 contains 10600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111702776.000000 Penalty: 62473.468750
Iteration 40F: 29 clusters Score -1.117028e+08 nChanged 18262
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 98095 members 
Mstep: Class 3 contains 9478 members 
Mstep: Class 4 contains 1038 members 
Mstep: Class 5 contains 9552 members 
Mstep: Class 6 contains 63938 members 
Mstep: Class 7 contains 580 members 
Mstep: Class 8 contains 7888 members 
Mstep: Class 9 contains 80631 members 
Mstep: Class 10 contains 94647 members 
Mstep: Class 11 contains 101846 members 
Mstep: Class 12 contains 78589 members 
Mstep: Class 13 contains 10842 members 
Mstep: Class 14 contains 106035 members 
Mstep: Class 15 contains 3144 members 
Mstep: Class 16 contains 1601 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 116954 members 
Mstep: Class 19 contains 4272 members 
Mstep: Class 20 contains 17404 members 
Mstep: Class 21 contains 497 members 
Mstep: Class 22 contains 1331 members 
Mstep: Class 23 contains 641 members 
Mstep: Class 24 contains 2981 members 
Mstep: Class 25 contains 77938 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 28 contains 4510 members 
Mstep: Class 29 contains 10671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111707720.000000 Penalty: 62473.468750
Iteration 41Q: 29 clusters Score -1.117077e+08 nChanged 13009
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 98443 members 
Mstep: Class 3 contains 9339 members 
Mstep: Class 4 contains 1056 members 
Mstep: Class 5 contains 9467 members 
Mstep: Class 6 contains 63523 members 
Mstep: Class 7 contains 566 members 
Mstep: Class 8 contains 7783 members 
Mstep: Class 9 contains 80111 members 
Mstep: Class 10 contains 94081 members 
Mstep: Class 11 contains 101449 members 
Mstep: Class 12 contains 77890 members 
Mstep: Class 13 contains 11492 members 
Mstep: Class 14 contains 106061 members 
Mstep: Class 15 contains 3244 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 798 members 
Mstep: Class 18 contains 117471 members 
Mstep: Class 19 contains 4325 members 
Mstep: Class 20 contains 18052 members 
Mstep: Class 21 contains 507 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 651 members 
Mstep: Class 24 contains 3122 members 
Mstep: Class 25 contains 78061 members 
Mstep: Class 26 contains 1981 members 
Mstep: Class 28 contains 4674 members 
Mstep: Class 29 contains 10691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111709864.000000 Penalty: 62473.468750
Iteration 42Q: 29 clusters Score -1.117099e+08 nChanged 11162
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 98935 members 
Mstep: Class 3 contains 9191 members 
Mstep: Class 4 contains 1076 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 63150 members 
Mstep: Class 7 contains 553 members 
Mstep: Class 8 contains 7738 members 
Mstep: Class 9 contains 79586 members 
Mstep: Class 10 contains 93648 members 
Mstep: Class 11 contains 101155 members 
Mstep: Class 12 contains 77241 members 
Mstep: Class 13 contains 11973 members 
Mstep: Class 14 contains 106085 members 
Mstep: Class 15 contains 3335 members 
Mstep: Class 16 contains 1529 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 117821 members 
Mstep: Class 19 contains 4367 members 
Mstep: Class 20 contains 18685 members 
Mstep: Class 21 contains 508 members 
Mstep: Class 22 contains 1400 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 3263 members 
Mstep: Class 25 contains 78073 members 
Mstep: Class 26 contains 1987 members 
Mstep: Class 28 contains 4793 members 
Mstep: Class 29 contains 10720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111711152.000000 Penalty: 62473.468750
Iteration 43Q: 29 clusters Score -1.117112e+08 nChanged 10040
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 99465 members 
Mstep: Class 3 contains 9004 members 
Mstep: Class 4 contains 1084 members 
Mstep: Class 5 contains 9424 members 
Mstep: Class 6 contains 62810 members 
Mstep: Class 7 contains 556 members 
Mstep: Class 8 contains 7711 members 
Mstep: Class 9 contains 79086 members 
Mstep: Class 10 contains 93349 members 
Mstep: Class 11 contains 100943 members 
Mstep: Class 12 contains 76617 members 
Mstep: Class 13 contains 12334 members 
Mstep: Class 14 contains 106110 members 
Mstep: Class 15 contains 3379 members 
Mstep: Class 16 contains 1507 members 
Mstep: Class 17 contains 737 members 
Mstep: Class 18 contains 118161 members 
Mstep: Class 19 contains 4435 members 
Mstep: Class 20 contains 19256 members 
Mstep: Class 21 contains 507 members 
Mstep: Class 22 contains 1421 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 3362 members 
Mstep: Class 25 contains 78032 members 
Mstep: Class 26 contains 1981 members 
Mstep: Class 28 contains 4906 members 
Mstep: Class 29 contains 10737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111712152.000000 Penalty: 62473.468750
Iteration 44Q: 29 clusters Score -1.117122e+08 nChanged 9084
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 99929 members 
Mstep: Class 3 contains 8834 members 
Mstep: Class 4 contains 1088 members 
Mstep: Class 5 contains 9418 members 
Mstep: Class 6 contains 62524 members 
Mstep: Class 7 contains 556 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 78600 members 
Mstep: Class 10 contains 93201 members 
Mstep: Class 11 contains 100910 members 
Mstep: Class 12 contains 76050 members 
Mstep: Class 13 contains 12598 members 
Mstep: Class 14 contains 106098 members 
Mstep: Class 15 contains 3406 members 
Mstep: Class 16 contains 1497 members 
Mstep: Class 17 contains 730 members 
Mstep: Class 18 contains 118389 members 
Mstep: Class 19 contains 4504 members 
Mstep: Class 20 contains 19746 members 
Mstep: Class 21 contains 508 members 
Mstep: Class 22 contains 1431 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 3449 members 
Mstep: Class 25 contains 77943 members 
Mstep: Class 26 contains 1975 members 
Mstep: Class 28 contains 4996 members 
Mstep: Class 29 contains 10767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111713104.000000 Penalty: 62473.468750
Iteration 45Q: 29 clusters Score -1.117131e+08 nChanged 8647
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 100373 members 
Mstep: Class 3 contains 8679 members 
Mstep: Class 4 contains 1087 members 
Mstep: Class 5 contains 9416 members 
Mstep: Class 6 contains 62228 members 
Mstep: Class 7 contains 557 members 
Mstep: Class 8 contains 7671 members 
Mstep: Class 9 contains 78107 members 
Mstep: Class 10 contains 93105 members 
Mstep: Class 11 contains 100952 members 
Mstep: Class 12 contains 75476 members 
Mstep: Class 13 contains 12775 members 
Mstep: Class 14 contains 106248 members 
Mstep: Class 15 contains 3431 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 730 members 
Mstep: Class 18 contains 118512 members 
Mstep: Class 19 contains 4593 members 
Mstep: Class 20 contains 20196 members 
Mstep: Class 21 contains 506 members 
Mstep: Class 22 contains 1440 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 3552 members 
Mstep: Class 25 contains 77796 members 
Mstep: Class 26 contains 1961 members 
Mstep: Class 28 contains 5080 members 
Mstep: Class 29 contains 10801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111714448.000000 Penalty: 62473.468750
Iteration 46Q: 29 clusters Score -1.117144e+08 nChanged 8193
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 100920 members 
Mstep: Class 3 contains 8561 members 
Mstep: Class 4 contains 1093 members 
Mstep: Class 5 contains 9427 members 
Mstep: Class 6 contains 61938 members 
Mstep: Class 7 contains 557 members 
Mstep: Class 8 contains 7651 members 
Mstep: Class 9 contains 77672 members 
Mstep: Class 10 contains 93049 members 
Mstep: Class 11 contains 100908 members 
Mstep: Class 12 contains 74905 members 
Mstep: Class 13 contains 12922 members 
Mstep: Class 14 contains 106384 members 
Mstep: Class 15 contains 3429 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 727 members 
Mstep: Class 18 contains 118643 members 
Mstep: Class 19 contains 4664 members 
Mstep: Class 20 contains 20617 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1445 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 77671 members 
Mstep: Class 26 contains 1951 members 
Mstep: Class 28 contains 5149 members 
Mstep: Class 29 contains 10811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111715104.000000 Penalty: 62473.468750
Iteration 47Q: 29 clusters Score -1.117151e+08 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 101458 members 
Mstep: Class 3 contains 8469 members 
Mstep: Class 4 contains 1096 members 
Mstep: Class 5 contains 9428 members 
Mstep: Class 6 contains 61582 members 
Mstep: Class 7 contains 557 members 
Mstep: Class 8 contains 7631 members 
Mstep: Class 9 contains 77268 members 
Mstep: Class 10 contains 93009 members 
Mstep: Class 11 contains 100932 members 
Mstep: Class 12 contains 74288 members 
Mstep: Class 13 contains 13021 members 
Mstep: Class 14 contains 106578 members 
Mstep: Class 15 contains 3442 members 
Mstep: Class 16 contains 1491 members 
Mstep: Class 17 contains 726 members 
Mstep: Class 18 contains 118777 members 
Mstep: Class 19 contains 4756 members 
Mstep: Class 20 contains 21024 members 
Mstep: Class 21 contains 503 members 
Mstep: Class 22 contains 1454 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 3726 members 
Mstep: Class 25 contains 77497 members 
Mstep: Class 26 contains 1940 members 
Mstep: Class 28 contains 5207 members 
Mstep: Class 29 contains 10824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111716216.000000 Penalty: 62473.468750
Iteration 48Q: 29 clusters Score -1.117162e+08 nChanged 7858
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 101988 members 
Mstep: Class 3 contains 8412 members 
Mstep: Class 4 contains 1099 members 
Mstep: Class 5 contains 9428 members 
Mstep: Class 6 contains 61239 members 
Mstep: Class 7 contains 557 members 
Mstep: Class 8 contains 7607 members 
Mstep: Class 9 contains 76877 members 
Mstep: Class 10 contains 92998 members 
Mstep: Class 11 contains 100946 members 
Mstep: Class 12 contains 73720 members 
Mstep: Class 13 contains 13113 members 
Mstep: Class 14 contains 106722 members 
Mstep: Class 15 contains 3447 members 
Mstep: Class 16 contains 1484 members 
Mstep: Class 17 contains 724 members 
Mstep: Class 18 contains 118929 members 
Mstep: Class 19 contains 4836 members 
Mstep: Class 20 contains 21403 members 
Mstep: Class 21 contains 500 members 
Mstep: Class 22 contains 1469 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 3789 members 
Mstep: Class 25 contains 77336 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 28 contains 5261 members 
Mstep: Class 29 contains 10825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111716648.000000 Penalty: 62473.468750
Iteration 49Q: 29 clusters Score -1.117166e+08 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 102503 members 
Mstep: Class 3 contains 8342 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 9434 members 
Mstep: Class 6 contains 60908 members 
Mstep: Class 7 contains 557 members 
Mstep: Class 8 contains 7591 members 
Mstep: Class 9 contains 76572 members 
Mstep: Class 10 contains 93023 members 
Mstep: Class 11 contains 101022 members 
Mstep: Class 12 contains 73164 members 
Mstep: Class 13 contains 13197 members 
Mstep: Class 14 contains 106848 members 
Mstep: Class 15 contains 3443 members 
Mstep: Class 16 contains 1479 members 
Mstep: Class 17 contains 724 members 
Mstep: Class 18 contains 119029 members 
Mstep: Class 19 contains 4927 members 
Mstep: Class 20 contains 21769 members 
Mstep: Class 21 contains 495 members 
Mstep: Class 22 contains 1491 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 3815 members 
Mstep: Class 25 contains 77134 members 
Mstep: Class 26 contains 1937 members 
Mstep: Class 28 contains 5306 members 
Mstep: Class 29 contains 10814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111717168.000000 Penalty: 62473.468750
Iteration 50Q: 29 clusters Score -1.117172e+08 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 103025 members 
Mstep: Class 3 contains 8280 members 
Mstep: Class 4 contains 1107 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 60590 members 
Mstep: Class 7 contains 557 members 
Mstep: Class 8 contains 7566 members 
Mstep: Class 9 contains 76346 members 
Mstep: Class 10 contains 93035 members 
Mstep: Class 11 contains 101051 members 
Mstep: Class 12 contains 72588 members 
Mstep: Class 13 contains 13274 members 
Mstep: Class 14 contains 107017 members 
Mstep: Class 15 contains 3440 members 
Mstep: Class 16 contains 1480 members 
Mstep: Class 17 contains 725 members 
Mstep: Class 18 contains 119111 members 
Mstep: Class 19 contains 5000 members 
Mstep: Class 20 contains 22148 members 
Mstep: Class 21 contains 488 members 
Mstep: Class 22 contains 1508 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 3844 members 
Mstep: Class 25 contains 76928 members 
Mstep: Class 26 contains 1931 members 
Mstep: Class 28 contains 5340 members 
Mstep: Class 29 contains 10791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111717360.000000 Penalty: 62473.468750
Iteration 51Q: 29 clusters Score -1.117174e+08 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 103549 members 
Mstep: Class 3 contains 8243 members 
Mstep: Class 4 contains 1117 members 
Mstep: Class 5 contains 9441 members 
Mstep: Class 6 contains 60262 members 
Mstep: Class 7 contains 557 members 
Mstep: Class 8 contains 7537 members 
Mstep: Class 9 contains 76184 members 
Mstep: Class 10 contains 93046 members 
Mstep: Class 11 contains 101057 members 
Mstep: Class 12 contains 72044 members 
Mstep: Class 13 contains 13334 members 
Mstep: Class 14 contains 107234 members 
Mstep: Class 15 contains 3430 members 
Mstep: Class 16 contains 1480 members 
Mstep: Class 17 contains 724 members 
Mstep: Class 18 contains 119179 members 
Mstep: Class 19 contains 5091 members 
Mstep: Class 20 contains 22490 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 1521 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 3846 members 
Mstep: Class 25 contains 76666 members 
Mstep: Class 26 contains 1924 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 10778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111717072.000000 Penalty: 62473.468750
Iteration 52Q: 29 clusters Score -1.117171e+08 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 104054 members 
Mstep: Class 3 contains 8195 members 
Mstep: Class 4 contains 1126 members 
Mstep: Class 5 contains 9447 members 
Mstep: Class 6 contains 59954 members 
Mstep: Class 7 contains 557 members 
Mstep: Class 8 contains 7504 members 
Mstep: Class 9 contains 76087 members 
Mstep: Class 10 contains 93012 members 
Mstep: Class 11 contains 101140 members 
Mstep: Class 12 contains 71473 members 
Mstep: Class 13 contains 13401 members 
Mstep: Class 14 contains 107447 members 
Mstep: Class 15 contains 3426 members 
Mstep: Class 16 contains 1482 members 
Mstep: Class 17 contains 720 members 
Mstep: Class 18 contains 119223 members 
Mstep: Class 19 contains 5168 members 
Mstep: Class 20 contains 22801 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 1527 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 3853 members 
Mstep: Class 25 contains 76435 members 
Mstep: Class 26 contains 1918 members 
Mstep: Class 28 contains 5397 members 
Mstep: Class 29 contains 10762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111716904.000000 Penalty: 62473.468750
Iteration 53Q: 29 clusters Score -1.117169e+08 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 104538 members 
Mstep: Class 3 contains 8172 members 
Mstep: Class 4 contains 1136 members 
Mstep: Class 5 contains 9451 members 
Mstep: Class 6 contains 59644 members 
Mstep: Class 7 contains 557 members 
Mstep: Class 8 contains 7485 members 
Mstep: Class 9 contains 76018 members 
Mstep: Class 10 contains 92977 members 
Mstep: Class 11 contains 101258 members 
Mstep: Class 12 contains 70929 members 
Mstep: Class 13 contains 13425 members 
Mstep: Class 14 contains 107617 members 
Mstep: Class 15 contains 3411 members 
Mstep: Class 16 contains 1484 members 
Mstep: Class 17 contains 720 members 
Mstep: Class 18 contains 119244 members 
Mstep: Class 19 contains 5232 members 
Mstep: Class 20 contains 23104 members 
Mstep: Class 21 contains 466 members 
Mstep: Class 22 contains 1532 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 3839 members 
Mstep: Class 25 contains 76256 members 
Mstep: Class 26 contains 1912 members 
Mstep: Class 28 contains 5415 members 
Mstep: Class 29 contains 10745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111716944.000000 Penalty: 62473.468750
Iteration 54Q: 29 clusters Score -1.117169e+08 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 104951 members 
Mstep: Class 3 contains 8152 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 9458 members 
Mstep: Class 6 contains 59298 members 
Mstep: Class 7 contains 557 members 
Mstep: Class 8 contains 7462 members 
Mstep: Class 9 contains 75976 members 
Mstep: Class 10 contains 92964 members 
Mstep: Class 11 contains 101291 members 
Mstep: Class 12 contains 70457 members 
Mstep: Class 13 contains 13463 members 
Mstep: Class 14 contains 107816 members 
Mstep: Class 15 contains 3411 members 
Mstep: Class 16 contains 1487 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 119251 members 
Mstep: Class 19 contains 5320 members 
Mstep: Class 20 contains 23386 members 
Mstep: Class 21 contains 461 members 
Mstep: Class 22 contains 1536 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 3820 members 
Mstep: Class 25 contains 76113 members 
Mstep: Class 26 contains 1907 members 
Mstep: Class 28 contains 5432 members 
Mstep: Class 29 contains 10727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111717072.000000 Penalty: 62473.468750
Iteration 55Q: 29 clusters Score -1.117171e+08 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 105353 members 
Mstep: Class 3 contains 8133 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 9461 members 
Mstep: Class 6 contains 59000 members 
Mstep: Class 7 contains 557 members 
Mstep: Class 8 contains 7447 members 
Mstep: Class 9 contains 75971 members 
Mstep: Class 10 contains 92929 members 
Mstep: Class 11 contains 101267 members 
Mstep: Class 12 contains 70023 members 
Mstep: Class 13 contains 13507 members 
Mstep: Class 14 contains 107899 members 
Mstep: Class 15 contains 3405 members 
Mstep: Class 16 contains 1488 members 
Mstep: Class 17 contains 715 members 
Mstep: Class 18 contains 119303 members 
Mstep: Class 19 contains 5373 members 
Mstep: Class 20 contains 23631 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 1546 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 3818 members 
Mstep: Class 25 contains 76070 members 
Mstep: Class 26 contains 1905 members 
Mstep: Class 28 contains 5446 members 
Mstep: Class 29 contains 10705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111717392.000000 Penalty: 62473.468750
Iteration 56Q: 29 clusters Score -1.117174e+08 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 105727 members 
Mstep: Class 3 contains 8134 members 
Mstep: Class 4 contains 1150 members 
Mstep: Class 5 contains 9463 members 
Mstep: Class 6 contains 58676 members 
Mstep: Class 7 contains 557 members 
Mstep: Class 8 contains 7430 members 
Mstep: Class 9 contains 76006 members 
Mstep: Class 10 contains 92886 members 
Mstep: Class 11 contains 101266 members 
Mstep: Class 12 contains 69617 members 
Mstep: Class 13 contains 13546 members 
Mstep: Class 14 contains 107960 members 
Mstep: Class 15 contains 3396 members 
Mstep: Class 16 contains 1487 members 
Mstep: Class 17 contains 715 members 
Mstep: Class 18 contains 119328 members 
Mstep: Class 19 contains 5417 members 
Mstep: Class 20 contains 23869 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 1556 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 3812 members 
Mstep: Class 25 contains 76070 members 
Mstep: Class 26 contains 1901 members 
Mstep: Class 28 contains 5459 members 
Mstep: Class 29 contains 10681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111717800.000000 Penalty: 62473.468750
Iteration 57Q: 29 clusters Score -1.117178e+08 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 105947 members 
Mstep: Class 3 contains 8135 members 
Mstep: Class 4 contains 1151 members 
Mstep: Class 5 contains 9464 members 
Mstep: Class 6 contains 58346 members 
Mstep: Class 7 contains 557 members 
Mstep: Class 8 contains 7417 members 
Mstep: Class 9 contains 76046 members 
Mstep: Class 10 contains 92857 members 
Mstep: Class 11 contains 101328 members 
Mstep: Class 12 contains 69241 members 
Mstep: Class 13 contains 13589 members 
Mstep: Class 14 contains 108029 members 
Mstep: Class 15 contains 3393 members 
Mstep: Class 16 contains 1492 members 
Mstep: Class 17 contains 715 members 
Mstep: Class 18 contains 119332 members 
Mstep: Class 19 contains 5443 members 
Mstep: Class 20 contains 24117 members 
Mstep: Class 21 contains 449 members 
Mstep: Class 22 contains 1563 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 3791 members 
Mstep: Class 25 contains 76120 members 
Mstep: Class 26 contains 1898 members 
Mstep: Class 28 contains 5469 members 
Mstep: Class 29 contains 10666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111717904.000000 Penalty: 62473.468750
Iteration 58Q: 29 clusters Score -1.117179e+08 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 106245 members 
Mstep: Class 3 contains 8140 members 
Mstep: Class 4 contains 1153 members 
Mstep: Class 5 contains 9466 members 
Mstep: Class 6 contains 57999 members 
Mstep: Class 7 contains 557 members 
Mstep: Class 8 contains 7408 members 
Mstep: Class 9 contains 76110 members 
Mstep: Class 10 contains 92807 members 
Mstep: Class 11 contains 101355 members 
Mstep: Class 12 contains 68873 members 
Mstep: Class 13 contains 13631 members 
Mstep: Class 14 contains 108020 members 
Mstep: Class 15 contains 3395 members 
Mstep: Class 16 contains 1491 members 
Mstep: Class 17 contains 717 members 
Mstep: Class 18 contains 119375 members 
Mstep: Class 19 contains 5480 members 
Mstep: Class 20 contains 24356 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 1567 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 3774 members 
Mstep: Class 25 contains 76175 members 
Mstep: Class 26 contains 1897 members 
Mstep: Class 28 contains 5465 members 
Mstep: Class 29 contains 10639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111717768.000000 Penalty: 62473.468750
Iteration 59Q: 29 clusters Score -1.117178e+08 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 106461 members 
Mstep: Class 3 contains 8147 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 9468 members 
Mstep: Class 6 contains 57685 members 
Mstep: Class 7 contains 557 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 76229 members 
Mstep: Class 10 contains 92802 members 
Mstep: Class 11 contains 101359 members 
Mstep: Class 12 contains 68514 members 
Mstep: Class 13 contains 13661 members 
Mstep: Class 14 contains 107938 members 
Mstep: Class 15 contains 3405 members 
Mstep: Class 16 contains 1493 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 119416 members 
Mstep: Class 19 contains 5500 members 
Mstep: Class 20 contains 24588 members 
Mstep: Class 21 contains 446 members 
Mstep: Class 22 contains 1569 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 3765 members 
Mstep: Class 25 contains 76295 members 
Mstep: Class 26 contains 1892 members 
Mstep: Class 28 contains 5462 members 
Mstep: Class 29 contains 10607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111718560.000000 Penalty: 62473.468750
Iteration 60F: 29 clusters Score -1.117186e+08 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 106622 members 
Mstep: Class 3 contains 8120 members 
Mstep: Class 4 contains 1151 members 
Mstep: Class 5 contains 9467 members 
Mstep: Class 6 contains 57385 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 7398 members 
Mstep: Class 9 contains 76323 members 
Mstep: Class 10 contains 92763 members 
Mstep: Class 11 contains 101350 members 
Mstep: Class 12 contains 68184 members 
Mstep: Class 13 contains 13678 members 
Mstep: Class 14 contains 107843 members 
Mstep: Class 15 contains 3405 members 
Mstep: Class 16 contains 1487 members 
Mstep: Class 17 contains 720 members 
Mstep: Class 18 contains 119435 members 
Mstep: Class 19 contains 5530 members 
Mstep: Class 20 contains 24770 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 1568 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 3935 members 
Mstep: Class 25 contains 76482 members 
Mstep: Class 26 contains 1882 members 
Mstep: Class 28 contains 5460 members 
Mstep: Class 29 contains 10580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111718880.000000 Penalty: 62473.468750
Iteration 61Q: 29 clusters Score -1.117189e+08 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 106707 members 
Mstep: Class 3 contains 8094 members 
Mstep: Class 4 contains 1167 members 
Mstep: Class 5 contains 9465 members 
Mstep: Class 6 contains 57075 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 7384 members 
Mstep: Class 9 contains 76414 members 
Mstep: Class 10 contains 92749 members 
Mstep: Class 11 contains 101373 members 
Mstep: Class 12 contains 67881 members 
Mstep: Class 13 contains 13693 members 
Mstep: Class 14 contains 107733 members 
Mstep: Class 15 contains 3402 members 
Mstep: Class 16 contains 1485 members 
Mstep: Class 17 contains 719 members 
Mstep: Class 18 contains 119439 members 
Mstep: Class 19 contains 5552 members 
Mstep: Class 20 contains 24964 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 1568 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 4067 members 
Mstep: Class 25 contains 76737 members 
Mstep: Class 26 contains 1870 members 
Mstep: Class 28 contains 5450 members 
Mstep: Class 29 contains 10556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111718856.000000 Penalty: 62473.468750
Iteration 62Q: 29 clusters Score -1.117189e+08 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 106649 members 
Mstep: Class 3 contains 8081 members 
Mstep: Class 4 contains 1175 members 
Mstep: Class 5 contains 9463 members 
Mstep: Class 6 contains 56791 members 
Mstep: Class 7 contains 568 members 
Mstep: Class 8 contains 7362 members 
Mstep: Class 9 contains 76545 members 
Mstep: Class 10 contains 92724 members 
Mstep: Class 11 contains 101396 members 
Mstep: Class 12 contains 67557 members 
Mstep: Class 13 contains 13744 members 
Mstep: Class 14 contains 107650 members 
Mstep: Class 15 contains 3399 members 
Mstep: Class 16 contains 1485 members 
Mstep: Class 17 contains 711 members 
Mstep: Class 18 contains 119492 members 
Mstep: Class 19 contains 5573 members 
Mstep: Class 20 contains 25155 members 
Mstep: Class 21 contains 434 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 667 members 
Mstep: Class 24 contains 4177 members 
Mstep: Class 25 contains 77018 members 
Mstep: Class 26 contains 1865 members 
Mstep: Class 28 contains 5441 members 
Mstep: Class 29 contains 10521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111719016.000000 Penalty: 62473.468750
Iteration 63Q: 29 clusters Score -1.11719e+08 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 106571 members 
Mstep: Class 3 contains 8067 members 
Mstep: Class 4 contains 1176 members 
Mstep: Class 5 contains 9460 members 
Mstep: Class 6 contains 56486 members 
Mstep: Class 7 contains 564 members 
Mstep: Class 8 contains 7352 members 
Mstep: Class 9 contains 76712 members 
Mstep: Class 10 contains 92708 members 
Mstep: Class 11 contains 101385 members 
Mstep: Class 12 contains 67208 members 
Mstep: Class 13 contains 13776 members 
Mstep: Class 14 contains 107614 members 
Mstep: Class 15 contains 3394 members 
Mstep: Class 16 contains 1480 members 
Mstep: Class 17 contains 709 members 
Mstep: Class 18 contains 119505 members 
Mstep: Class 19 contains 5591 members 
Mstep: Class 20 contains 25354 members 
Mstep: Class 21 contains 435 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 667 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 77322 members 
Mstep: Class 26 contains 1862 members 
Mstep: Class 28 contains 5415 members 
Mstep: Class 29 contains 10502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111719240.000000 Penalty: 62473.468750
Iteration 64Q: 29 clusters Score -1.117192e+08 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 106544 members 
Mstep: Class 3 contains 8051 members 
Mstep: Class 4 contains 1178 members 
Mstep: Class 5 contains 9456 members 
Mstep: Class 6 contains 56170 members 
Mstep: Class 7 contains 563 members 
Mstep: Class 8 contains 7353 members 
Mstep: Class 9 contains 76878 members 
Mstep: Class 10 contains 92670 members 
Mstep: Class 11 contains 101384 members 
Mstep: Class 12 contains 66882 members 
Mstep: Class 13 contains 13803 members 
Mstep: Class 14 contains 107582 members 
Mstep: Class 15 contains 3395 members 
Mstep: Class 16 contains 1477 members 
Mstep: Class 17 contains 709 members 
Mstep: Class 18 contains 119486 members 
Mstep: Class 19 contains 5574 members 
Mstep: Class 20 contains 25540 members 
Mstep: Class 21 contains 436 members 
Mstep: Class 22 contains 1573 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 4459 members 
Mstep: Class 25 contains 77625 members 
Mstep: Class 26 contains 1856 members 
Mstep: Class 28 contains 5389 members 
Mstep: Class 29 contains 10484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111719544.000000 Penalty: 62473.468750
Iteration 65Q: 29 clusters Score -1.117195e+08 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 106502 members 
Mstep: Class 3 contains 8033 members 
Mstep: Class 4 contains 1179 members 
Mstep: Class 5 contains 9456 members 
Mstep: Class 6 contains 55857 members 
Mstep: Class 7 contains 564 members 
Mstep: Class 8 contains 7346 members 
Mstep: Class 9 contains 77075 members 
Mstep: Class 10 contains 92634 members 
Mstep: Class 11 contains 101398 members 
Mstep: Class 12 contains 66574 members 
Mstep: Class 13 contains 13830 members 
Mstep: Class 14 contains 107471 members 
Mstep: Class 15 contains 3391 members 
Mstep: Class 16 contains 1472 members 
Mstep: Class 17 contains 708 members 
Mstep: Class 18 contains 119468 members 
Mstep: Class 19 contains 5559 members 
Mstep: Class 20 contains 25753 members 
Mstep: Class 21 contains 434 members 
Mstep: Class 22 contains 1571 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 4582 members 
Mstep: Class 25 contains 77953 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 28 contains 5365 members 
Mstep: Class 29 contains 10473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111719344.000000 Penalty: 62473.468750
Iteration 66Q: 29 clusters Score -1.117193e+08 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 106402 members 
Mstep: Class 3 contains 8010 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 9459 members 
Mstep: Class 6 contains 55554 members 
Mstep: Class 7 contains 563 members 
Mstep: Class 8 contains 7333 members 
Mstep: Class 9 contains 77256 members 
Mstep: Class 10 contains 92608 members 
Mstep: Class 11 contains 101453 members 
Mstep: Class 12 contains 66260 members 
Mstep: Class 13 contains 13858 members 
Mstep: Class 14 contains 107381 members 
Mstep: Class 15 contains 3392 members 
Mstep: Class 16 contains 1468 members 
Mstep: Class 17 contains 707 members 
Mstep: Class 18 contains 119457 members 
Mstep: Class 19 contains 5527 members 
Mstep: Class 20 contains 25939 members 
Mstep: Class 21 contains 432 members 
Mstep: Class 22 contains 1570 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 4732 members 
Mstep: Class 25 contains 78299 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 28 contains 5332 members 
Mstep: Class 29 contains 10456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111719144.000000 Penalty: 62473.468750
Iteration 67Q: 29 clusters Score -1.117191e+08 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 106222 members 
Mstep: Class 3 contains 7989 members 
Mstep: Class 4 contains 1187 members 
Mstep: Class 5 contains 9459 members 
Mstep: Class 6 contains 55288 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 7328 members 
Mstep: Class 9 contains 77427 members 
Mstep: Class 10 contains 92613 members 
Mstep: Class 11 contains 101482 members 
Mstep: Class 12 contains 65933 members 
Mstep: Class 13 contains 13877 members 
Mstep: Class 14 contains 107351 members 
Mstep: Class 15 contains 3396 members 
Mstep: Class 16 contains 1461 members 
Mstep: Class 17 contains 706 members 
Mstep: Class 18 contains 119398 members 
Mstep: Class 19 contains 5501 members 
Mstep: Class 20 contains 26120 members 
Mstep: Class 21 contains 427 members 
Mstep: Class 22 contains 1574 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 4887 members 
Mstep: Class 25 contains 78689 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 28 contains 5299 members 
Mstep: Class 29 contains 10437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111719544.000000 Penalty: 62473.468750
Iteration 68Q: 29 clusters Score -1.117195e+08 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 106080 members 
Mstep: Class 3 contains 7974 members 
Mstep: Class 4 contains 1190 members 
Mstep: Class 5 contains 9461 members 
Mstep: Class 6 contains 54997 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 7325 members 
Mstep: Class 9 contains 77616 members 
Mstep: Class 10 contains 92590 members 
Mstep: Class 11 contains 101518 members 
Mstep: Class 12 contains 65585 members 
Mstep: Class 13 contains 13895 members 
Mstep: Class 14 contains 107256 members 
Mstep: Class 15 contains 3399 members 
Mstep: Class 16 contains 1463 members 
Mstep: Class 17 contains 706 members 
Mstep: Class 18 contains 119363 members 
Mstep: Class 19 contains 5465 members 
Mstep: Class 20 contains 26322 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 1577 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 5019 members 
Mstep: Class 25 contains 79115 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 28 contains 5269 members 
Mstep: Class 29 contains 10439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111719416.000000 Penalty: 62473.468750
Iteration 69Q: 29 clusters Score -1.117194e+08 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 105967 members 
Mstep: Class 3 contains 7963 members 
Mstep: Class 4 contains 1191 members 
Mstep: Class 5 contains 9461 members 
Mstep: Class 6 contains 54714 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 7311 members 
Mstep: Class 9 contains 77799 members 
Mstep: Class 10 contains 92590 members 
Mstep: Class 11 contains 101468 members 
Mstep: Class 12 contains 65211 members 
Mstep: Class 13 contains 13914 members 
Mstep: Class 14 contains 107181 members 
Mstep: Class 15 contains 3395 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 119358 members 
Mstep: Class 19 contains 5421 members 
Mstep: Class 20 contains 26487 members 
Mstep: Class 21 contains 418 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 5160 members 
Mstep: Class 25 contains 79597 members 
Mstep: Class 26 contains 1850 members 
Mstep: Class 28 contains 5246 members 
Mstep: Class 29 contains 10434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111719928.000000 Penalty: 62473.468750
Iteration 70Q: 29 clusters Score -1.117199e+08 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 105874 members 
Mstep: Class 3 contains 7952 members 
Mstep: Class 4 contains 1192 members 
Mstep: Class 5 contains 9463 members 
Mstep: Class 6 contains 54475 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 7304 members 
Mstep: Class 9 contains 77988 members 
Mstep: Class 10 contains 92578 members 
Mstep: Class 11 contains 101372 members 
Mstep: Class 12 contains 64869 members 
Mstep: Class 13 contains 13919 members 
Mstep: Class 14 contains 107108 members 
Mstep: Class 15 contains 3396 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 703 members 
Mstep: Class 18 contains 119327 members 
Mstep: Class 19 contains 5378 members 
Mstep: Class 20 contains 26654 members 
Mstep: Class 21 contains 416 members 
Mstep: Class 22 contains 1581 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 5273 members 
Mstep: Class 25 contains 80086 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 28 contains 5227 members 
Mstep: Class 29 contains 10429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111720264.000000 Penalty: 62473.468750
Iteration 71Q: 29 clusters Score -1.117203e+08 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 105750 members 
Mstep: Class 3 contains 7936 members 
Mstep: Class 4 contains 1194 members 
Mstep: Class 5 contains 9464 members 
Mstep: Class 6 contains 54241 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 7295 members 
Mstep: Class 9 contains 78194 members 
Mstep: Class 10 contains 92564 members 
Mstep: Class 11 contains 101274 members 
Mstep: Class 12 contains 64550 members 
Mstep: Class 13 contains 13916 members 
Mstep: Class 14 contains 107002 members 
Mstep: Class 15 contains 3396 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 119317 members 
Mstep: Class 19 contains 5341 members 
Mstep: Class 20 contains 26806 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 1584 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 5395 members 
Mstep: Class 25 contains 80591 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 28 contains 5196 members 
Mstep: Class 29 contains 10424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111720944.000000 Penalty: 62473.468750
Iteration 72Q: 29 clusters Score -1.117209e+08 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 105572 members 
Mstep: Class 3 contains 7919 members 
Mstep: Class 4 contains 1194 members 
Mstep: Class 5 contains 9465 members 
Mstep: Class 6 contains 54058 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 7289 members 
Mstep: Class 9 contains 78372 members 
Mstep: Class 10 contains 92555 members 
Mstep: Class 11 contains 101218 members 
Mstep: Class 12 contains 64212 members 
Mstep: Class 13 contains 13908 members 
Mstep: Class 14 contains 106980 members 
Mstep: Class 15 contains 3401 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 701 members 
Mstep: Class 18 contains 119286 members 
Mstep: Class 19 contains 5285 members 
Mstep: Class 20 contains 26944 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 1587 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 5529 members 
Mstep: Class 25 contains 81072 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 28 contains 5157 members 
Mstep: Class 29 contains 10413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111721224.000000 Penalty: 62473.468750
Iteration 73Q: 29 clusters Score -1.117212e+08 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 105484 members 
Mstep: Class 3 contains 7904 members 
Mstep: Class 4 contains 1195 members 
Mstep: Class 5 contains 9465 members 
Mstep: Class 6 contains 53845 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 7288 members 
Mstep: Class 9 contains 78511 members 
Mstep: Class 10 contains 92527 members 
Mstep: Class 11 contains 101132 members 
Mstep: Class 12 contains 63863 members 
Mstep: Class 13 contains 13915 members 
Mstep: Class 14 contains 106964 members 
Mstep: Class 15 contains 3405 members 
Mstep: Class 16 contains 1456 members 
Mstep: Class 17 contains 700 members 
Mstep: Class 18 contains 119273 members 
Mstep: Class 19 contains 5217 members 
Mstep: Class 20 contains 27073 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 5662 members 
Mstep: Class 25 contains 81566 members 
Mstep: Class 26 contains 1854 members 
Mstep: Class 28 contains 5125 members 
Mstep: Class 29 contains 10406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111721344.000000 Penalty: 62473.468750
Iteration 74Q: 29 clusters Score -1.117213e+08 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 105382 members 
Mstep: Class 3 contains 7895 members 
Mstep: Class 4 contains 1196 members 
Mstep: Class 5 contains 9463 members 
Mstep: Class 6 contains 53635 members 
Mstep: Class 7 contains 561 members 
Mstep: Class 8 contains 7282 members 
Mstep: Class 9 contains 78646 members 
Mstep: Class 10 contains 92478 members 
Mstep: Class 11 contains 101045 members 
Mstep: Class 12 contains 63512 members 
Mstep: Class 13 contains 13916 members 
Mstep: Class 14 contains 106977 members 
Mstep: Class 15 contains 3407 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 700 members 
Mstep: Class 18 contains 119261 members 
Mstep: Class 19 contains 5153 members 
Mstep: Class 20 contains 27194 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 1591 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 5824 members 
Mstep: Class 25 contains 82058 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 28 contains 5091 members 
Mstep: Class 29 contains 10390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111721152.000000 Penalty: 62473.468750
Iteration 75Q: 29 clusters Score -1.117212e+08 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 105325 members 
Mstep: Class 3 contains 7879 members 
Mstep: Class 4 contains 1195 members 
Mstep: Class 5 contains 9462 members 
Mstep: Class 6 contains 53462 members 
Mstep: Class 7 contains 561 members 
Mstep: Class 8 contains 7282 members 
Mstep: Class 9 contains 78810 members 
Mstep: Class 10 contains 92425 members 
Mstep: Class 11 contains 100916 members 
Mstep: Class 12 contains 63190 members 
Mstep: Class 13 contains 13926 members 
Mstep: Class 14 contains 106951 members 
Mstep: Class 15 contains 3409 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 699 members 
Mstep: Class 18 contains 119247 members 
Mstep: Class 19 contains 5080 members 
Mstep: Class 20 contains 27303 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 1591 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 5945 members 
Mstep: Class 25 contains 82557 members 
Mstep: Class 26 contains 1849 members 
Mstep: Class 28 contains 5051 members 
Mstep: Class 29 contains 10381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111721352.000000 Penalty: 62473.468750
Iteration 76Q: 29 clusters Score -1.117214e+08 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 105269 members 
Mstep: Class 3 contains 7860 members 
Mstep: Class 4 contains 1196 members 
Mstep: Class 5 contains 9464 members 
Mstep: Class 6 contains 53280 members 
Mstep: Class 7 contains 561 members 
Mstep: Class 8 contains 7282 members 
Mstep: Class 9 contains 78946 members 
Mstep: Class 10 contains 92377 members 
Mstep: Class 11 contains 100761 members 
Mstep: Class 12 contains 62857 members 
Mstep: Class 13 contains 13932 members 
Mstep: Class 14 contains 106970 members 
Mstep: Class 15 contains 3411 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 700 members 
Mstep: Class 18 contains 119224 members 
Mstep: Class 19 contains 5014 members 
Mstep: Class 20 contains 27432 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 1594 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6050 members 
Mstep: Class 25 contains 83059 members 
Mstep: Class 26 contains 1848 members 
Mstep: Class 28 contains 5007 members 
Mstep: Class 29 contains 10371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111721448.000000 Penalty: 62473.468750
Iteration 77Q: 29 clusters Score -1.117214e+08 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 105226 members 
Mstep: Class 3 contains 7847 members 
Mstep: Class 4 contains 1194 members 
Mstep: Class 5 contains 9464 members 
Mstep: Class 6 contains 53140 members 
Mstep: Class 7 contains 561 members 
Mstep: Class 8 contains 7271 members 
Mstep: Class 9 contains 79054 members 
Mstep: Class 10 contains 92356 members 
Mstep: Class 11 contains 100622 members 
Mstep: Class 12 contains 62549 members 
Mstep: Class 13 contains 13932 members 
Mstep: Class 14 contains 106936 members 
Mstep: Class 15 contains 3413 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 701 members 
Mstep: Class 18 contains 119166 members 
Mstep: Class 19 contains 4970 members 
Mstep: Class 20 contains 27578 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 1595 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6141 members 
Mstep: Class 25 contains 83556 members 
Mstep: Class 26 contains 1848 members 
Mstep: Class 28 contains 4955 members 
Mstep: Class 29 contains 10365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111721616.000000 Penalty: 62473.468750
Iteration 78Q: 29 clusters Score -1.117216e+08 nChanged 3100
Entering ConstructFrom: 
Score: -111721616.000000 Penalty: 62473.468750
Entering ConstructFrom: 
Trying to split cluster 1 (11249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Entering Unmasked Estep 
Score: -1392847.000000 Penalty: 1515.805542
	Iteration 0F: 2 clusters Score -1392847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1384945.875000 Penalty: 3031.611084
	Iteration 0F: 3 clusters Score -1384946 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1387852.125000 Penalty: 3031.611084
	Iteration 1F: 3 clusters Score -1387852 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1388448.000000 Penalty: 3031.611084
	Iteration 2F: 3 clusters Score -1388448 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1389275.750000 Penalty: 3031.611084
	Iteration 3F: 3 clusters Score -1389276 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1390646.625000 Penalty: 3031.611084
	Iteration 4F: 3 clusters Score -1390647 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1392211.250000 Penalty: 3031.611084
	Iteration 5F: 3 clusters Score -1392211 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1393127.125000 Penalty: 3031.611084
	Iteration 6F: 3 clusters Score -1393127 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1393479.750000 Penalty: 3031.611084
	Iteration 7Q: 3 clusters Score -1393480 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1393591.875000 Penalty: 3031.611084
	Iteration 8Q: 3 clusters Score -1393592 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1393646.625000 Penalty: 3031.611084
	Iteration 9Q: 3 clusters Score -1393647 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1393685.125000 Penalty: 3031.611084
	Iteration 10Q: 3 clusters Score -1393685 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1393712.500000 Penalty: 3031.611084
	Iteration 11Q: 3 clusters Score -1393712 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1393745.875000 Penalty: 3031.611084
	Iteration 12Q: 3 clusters Score -1393746 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1393780.500000 Penalty: 3031.611084
	Iteration 13Q: 3 clusters Score -1393780 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1393812.000000 Penalty: 3031.611084
	Iteration 14Q: 3 clusters Score -1393812 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1393845.875000 Penalty: 3031.611084
	Iteration 15Q: 3 clusters Score -1393846 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1393873.125000 Penalty: 3031.611084
	Iteration 16Q: 3 clusters Score -1393873 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1393911.250000 Penalty: 3031.611084
	Iteration 17Q: 3 clusters Score -1393911 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1393956.625000 Penalty: 3031.611084
	Iteration 18Q: 3 clusters Score -1393957 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1394045.125000 Penalty: 3031.611084
	Iteration 19Q: 3 clusters Score -1394045 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1394206.875000 Penalty: 3031.611084
	Iteration 20F: 3 clusters Score -1394207 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1394558.125000 Penalty: 3031.611084
	Iteration 21Q: 3 clusters Score -1394558 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1395060.500000 Penalty: 3031.611084
	Iteration 22Q: 3 clusters Score -1395060 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1395308.125000 Penalty: 3031.611084
	Iteration 23Q: 3 clusters Score -1395308 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1395350.250000 Penalty: 3031.611084
	Iteration 24Q: 3 clusters Score -1395350 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1395357.000000 Penalty: 3031.611084
	Iteration 25Q: 3 clusters Score -1395357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1395360.125000 Penalty: 3031.611084
	Iteration 26Q: 3 clusters Score -1395360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1395361.000000 Penalty: 3031.611084
	Iteration 27Q: 3 clusters Score -1395361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1395360.625000 Penalty: 3031.611084
	Iteration 28Q: 3 clusters Score -1395361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1395360.500000 Penalty: 3031.611084
	Iteration 29Q: 3 clusters Score -1395360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1395361.125000 Penalty: 3031.611084
	Iteration 30Q: 3 clusters Score -1395361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1395362.000000 Penalty: 3031.611084
	Iteration 31Q: 3 clusters Score -1395362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1395361.000000 Penalty: 3031.611084
	Iteration 32Q: 3 clusters Score -1395361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1395361.750000 Penalty: 3031.611084
	Iteration 33Q: 3 clusters Score -1395362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1395361.750000 Penalty: 3031.611084
	Iteration 34F: 3 clusters Score -1395362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 105146 members 
Mstep: Class 3 contains 7839 members 
Mstep: Class 4 contains 1194 members 
Mstep: Class 5 contains 9464 members 
Mstep: Class 6 contains 53012 members 
Mstep: Class 7 contains 561 members 
Mstep: Class 8 contains 7266 members 
Mstep: Class 9 contains 79185 members 
Mstep: Class 10 contains 92365 members 
Mstep: Class 11 contains 100504 members 
Mstep: Class 12 contains 62246 members 
Mstep: Class 13 contains 13945 members 
Mstep: Class 14 contains 106853 members 
Mstep: Class 15 contains 3416 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 701 members 
Mstep: Class 18 contains 119098 members 
Mstep: Class 19 contains 4926 members 
Mstep: Class 20 contains 27710 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 1597 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6227 members 
Mstep: Class 25 contains 84044 members 
Mstep: Class 26 contains 1847 members 
Mstep: Class 27 contains 5072 members 
Mstep: Class 28 contains 4905 members 
Mstep: Class 29 contains 10364 members 
Entering Unmasked Estep 
Score: -111723976.000000 Penalty: 64704.664062
Splitting cluster 1 changes total score from -111721616.000000 to -111723976.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 2 (105146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105146 members 
Entering Unmasked Estep 
Score: -13161801.000000 Penalty: 1879.004639
	Iteration 0F: 2 clusters Score -1.31618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52371 members 
Mstep: Class 2 contains 52775 members 
Entering Unmasked Estep 
Score: -13093568.000000 Penalty: 3758.009277
	Iteration 0F: 3 clusters Score -1.309357e+07 nChanged 50416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49395 members 
Mstep: Class 2 contains 55751 members 
Entering Unmasked Estep 
Score: -13122734.000000 Penalty: 3758.009277
	Iteration 1F: 3 clusters Score -1.312273e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 57779 members 
Entering Unmasked Estep 
Score: -13123711.000000 Penalty: 3758.009277
	Iteration 2Q: 3 clusters Score -1.312371e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 60821 members 
Entering Unmasked Estep 
Score: -13125479.000000 Penalty: 3758.009277
	Iteration 3Q: 3 clusters Score -1.312548e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 65236 members 
Entering Unmasked Estep 
Score: -13128146.000000 Penalty: 3758.009277
	Iteration 4Q: 3 clusters Score -1.312815e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 71208 members 
Entering Unmasked Estep 
Score: -13132566.000000 Penalty: 3758.009277
	Iteration 5F: 3 clusters Score -1.313257e+07 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 78484 members 
Entering Unmasked Estep 
Score: -13138807.000000 Penalty: 3758.009277
	Iteration 6F: 3 clusters Score -1.313881e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 85851 members 
Entering Unmasked Estep 
Score: -13145429.000000 Penalty: 3758.009277
	Iteration 7F: 3 clusters Score -1.314543e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 92166 members 
Entering Unmasked Estep 
Score: -13151648.000000 Penalty: 3758.009277
	Iteration 8F: 3 clusters Score -1.315165e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 96666 members 
Entering Unmasked Estep 
Score: -13155667.000000 Penalty: 3758.009277
	Iteration 9Q: 3 clusters Score -1.315567e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 99598 members 
Entering Unmasked Estep 
Score: -13157611.000000 Penalty: 3758.009277
	Iteration 10Q: 3 clusters Score -1.315761e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 101513 members 
Entering Unmasked Estep 
Score: -13158738.000000 Penalty: 3758.009277
	Iteration 11Q: 3 clusters Score -1.315874e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 102745 members 
Entering Unmasked Estep 
Score: -13159412.000000 Penalty: 3758.009277
	Iteration 12Q: 3 clusters Score -1.315941e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 103483 members 
Entering Unmasked Estep 
Score: -13159760.000000 Penalty: 3758.009277
	Iteration 13Q: 3 clusters Score -1.315976e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 103922 members 
Entering Unmasked Estep 
Score: -13159984.000000 Penalty: 3758.009277
	Iteration 14Q: 3 clusters Score -1.315998e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 104211 members 
Entering Unmasked Estep 
Score: -13160092.000000 Penalty: 3758.009277
	Iteration 15Q: 3 clusters Score -1.316009e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 104371 members 
Entering Unmasked Estep 
Score: -13160177.000000 Penalty: 3758.009277
	Iteration 16Q: 3 clusters Score -1.316018e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 104471 members 
Entering Unmasked Estep 
Score: -13160258.000000 Penalty: 3758.009277
	Iteration 17Q: 3 clusters Score -1.316026e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 104523 members 
Entering Unmasked Estep 
Score: -13160278.000000 Penalty: 3758.009277
	Iteration 18Q: 3 clusters Score -1.316028e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 104567 members 
Entering Unmasked Estep 
Score: -13160297.000000 Penalty: 3758.009277
	Iteration 19Q: 3 clusters Score -1.31603e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 104601 members 
Entering Unmasked Estep 
Score: -13160304.000000 Penalty: 3758.009277
	Iteration 20F: 3 clusters Score -1.31603e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 104630 members 
Entering Unmasked Estep 
Score: -13160333.000000 Penalty: 3758.009277
	Iteration 21Q: 3 clusters Score -1.316033e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 104655 members 
Entering Unmasked Estep 
Score: -13160344.000000 Penalty: 3758.009277
	Iteration 22Q: 3 clusters Score -1.316034e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 104676 members 
Entering Unmasked Estep 
Score: -13160328.000000 Penalty: 3758.009277
	Iteration 23Q: 3 clusters Score -1.316033e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 104692 members 
Entering Unmasked Estep 
Score: -13160342.000000 Penalty: 3758.009277
	Iteration 24Q: 3 clusters Score -1.316034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 104701 members 
Entering Unmasked Estep 
Score: -13160348.000000 Penalty: 3758.009277
	Iteration 25Q: 3 clusters Score -1.316035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 104704 members 
Entering Unmasked Estep 
Score: -13160346.000000 Penalty: 3758.009277
	Iteration 26Q: 3 clusters Score -1.316035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 104706 members 
Entering Unmasked Estep 
Score: -13160356.000000 Penalty: 3758.009277
	Iteration 27Q: 3 clusters Score -1.316036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 104709 members 
Entering Unmasked Estep 
Score: -13160348.000000 Penalty: 3758.009277
	Iteration 28Q: 3 clusters Score -1.316035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 104710 members 
Entering Unmasked Estep 
Score: -13160350.000000 Penalty: 3758.009277
	Iteration 29Q: 3 clusters Score -1.316035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 104709 members 
Entering Unmasked Estep 
Score: -13160352.000000 Penalty: 3758.009277
	Iteration 30Q: 3 clusters Score -1.316035e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 104709 members 
Entering Unmasked Estep 
Score: -13160352.000000 Penalty: 3758.009277
	Iteration 31F: 3 clusters Score -1.316035e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Entering Unmasked Estep 
Score: -915529.687500 Penalty: 1457.115845
	Iteration 0F: 2 clusters Score -915529.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -909746.312500 Penalty: 2914.231689
	Iteration 0F: 3 clusters Score -909746.3 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -911589.437500 Penalty: 2914.231689
	Iteration 1F: 3 clusters Score -911589.4 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -912060.437500 Penalty: 2914.231689
	Iteration 2F: 3 clusters Score -912060.4 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -912531.500000 Penalty: 2914.231689
	Iteration 3F: 3 clusters Score -912531.5 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -913043.437500 Penalty: 2914.231689
	Iteration 4F: 3 clusters Score -913043.4 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -913512.125000 Penalty: 2914.231689
	Iteration 5F: 3 clusters Score -913512.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -913940.250000 Penalty: 2914.231689
	Iteration 6F: 3 clusters Score -913940.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -914390.750000 Penalty: 2914.231689
	Iteration 7F: 3 clusters Score -914390.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -914817.375000 Penalty: 2914.231689
	Iteration 8F: 3 clusters Score -914817.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -915102.000000 Penalty: 2914.231689
	Iteration 9Q: 3 clusters Score -915102 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -915233.250000 Penalty: 2914.231689
	Iteration 10Q: 3 clusters Score -915233.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -915306.437500 Penalty: 2914.231689
	Iteration 11Q: 3 clusters Score -915306.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -915359.687500 Penalty: 2914.231689
	Iteration 12Q: 3 clusters Score -915359.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -915407.250000 Penalty: 2914.231689
	Iteration 13Q: 3 clusters Score -915407.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -915451.875000 Penalty: 2914.231689
	Iteration 14Q: 3 clusters Score -915451.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -915500.750000 Penalty: 2914.231689
	Iteration 15Q: 3 clusters Score -915500.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -915549.500000 Penalty: 2914.231689
	Iteration 16Q: 3 clusters Score -915549.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -915602.312500 Penalty: 2914.231689
	Iteration 17Q: 3 clusters Score -915602.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -915658.125000 Penalty: 2914.231689
	Iteration 18Q: 3 clusters Score -915658.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -915716.500000 Penalty: 2914.231689
	Iteration 19Q: 3 clusters Score -915716.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -915768.750000 Penalty: 2914.231689
	Iteration 20F: 3 clusters Score -915768.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -915807.312500 Penalty: 2914.231689
	Iteration 21Q: 3 clusters Score -915807.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -915835.562500 Penalty: 2914.231689
	Iteration 22Q: 3 clusters Score -915835.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -915862.625000 Penalty: 2914.231689
	Iteration 23Q: 3 clusters Score -915862.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -915891.437500 Penalty: 2914.231689
	Iteration 24Q: 3 clusters Score -915891.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -915946.125000 Penalty: 2914.231689
	Iteration 25Q: 3 clusters Score -915946.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -916050.375000 Penalty: 2914.231689
	Iteration 26Q: 3 clusters Score -916050.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -916255.062500 Penalty: 2914.231689
	Iteration 27Q: 3 clusters Score -916255.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -916433.437500 Penalty: 2914.231689
	Iteration 28Q: 3 clusters Score -916433.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -916505.375000 Penalty: 2914.231689
	Iteration 29Q: 3 clusters Score -916505.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -916548.875000 Penalty: 2914.231689
	Iteration 30Q: 3 clusters Score -916548.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -916568.625000 Penalty: 2914.231689
	Iteration 31Q: 3 clusters Score -916568.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -916581.375000 Penalty: 2914.231689
	Iteration 32Q: 3 clusters Score -916581.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -916593.875000 Penalty: 2914.231689
	Iteration 33Q: 3 clusters Score -916593.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -916626.062500 Penalty: 2914.231689
	Iteration 34Q: 3 clusters Score -916626.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -916652.500000 Penalty: 2914.231689
	Iteration 35Q: 3 clusters Score -916652.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -916670.312500 Penalty: 2914.231689
	Iteration 36Q: 3 clusters Score -916670.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -916678.062500 Penalty: 2914.231689
	Iteration 37Q: 3 clusters Score -916678.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -916685.937500 Penalty: 2914.231689
	Iteration 38Q: 3 clusters Score -916685.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -916690.562500 Penalty: 2914.231689
	Iteration 39Q: 3 clusters Score -916690.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -916693.750000 Penalty: 2914.231689
	Iteration 40F: 3 clusters Score -916693.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -916697.250000 Penalty: 2914.231689
	Iteration 41Q: 3 clusters Score -916697.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -916701.187500 Penalty: 2914.231689
	Iteration 42Q: 3 clusters Score -916701.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -916701.937500 Penalty: 2914.231689
	Iteration 43Q: 3 clusters Score -916701.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -916700.062500 Penalty: 2914.231689
	Iteration 44Q: 3 clusters Score -916700.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -916700.812500 Penalty: 2914.231689
	Iteration 45Q: 3 clusters Score -916700.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -916702.500000 Penalty: 2914.231689
	Iteration 46Q: 3 clusters Score -916702.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -916703.187500 Penalty: 2914.231689
	Iteration 47Q: 3 clusters Score -916703.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -916705.500000 Penalty: 2914.231689
	Iteration 48Q: 3 clusters Score -916705.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -916706.937500 Penalty: 2914.231689
	Iteration 49Q: 3 clusters Score -916706.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -916707.187500 Penalty: 2914.231689
	Iteration 50Q: 3 clusters Score -916707.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -916707.000000 Penalty: 2914.231689
	Iteration 51Q: 3 clusters Score -916707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -916707.000000 Penalty: 2914.231689
	Iteration 52F: 3 clusters Score -916707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 105146 members 
Mstep: Class 3 contains 5851 members 
Mstep: Class 4 contains 1194 members 
Mstep: Class 5 contains 9464 members 
Mstep: Class 6 contains 53012 members 
Mstep: Class 7 contains 561 members 
Mstep: Class 8 contains 7266 members 
Mstep: Class 9 contains 79185 members 
Mstep: Class 10 contains 92365 members 
Mstep: Class 11 contains 100504 members 
Mstep: Class 12 contains 62246 members 
Mstep: Class 13 contains 13945 members 
Mstep: Class 14 contains 106853 members 
Mstep: Class 15 contains 3416 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 701 members 
Mstep: Class 18 contains 119098 members 
Mstep: Class 19 contains 4926 members 
Mstep: Class 20 contains 27710 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 1597 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6227 members 
Mstep: Class 25 contains 84044 members 
Mstep: Class 26 contains 1847 members 
Mstep: Class 27 contains 5072 members 
Mstep: Class 28 contains 4905 members 
Mstep: Class 29 contains 10364 members 
Mstep: Class 30 contains 1988 members 
Entering Unmasked Estep 
Score: -111724392.000000 Penalty: 66935.859375
Splitting cluster 3 changes total score from -111721616.000000 to -111724392.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 4 (1194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Entering Unmasked Estep 
Score: -121197.812500 Penalty: 1151.322998
	Iteration 0F: 2 clusters Score -121197.8 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 604 members 
Entering Unmasked Estep 
Score: -119726.343750 Penalty: 2302.645996
	Iteration 0F: 3 clusters Score -119726.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -120428.046875 Penalty: 2302.645996
	Iteration 1F: 3 clusters Score -120428 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -120682.210938 Penalty: 2302.645996
	Iteration 2F: 3 clusters Score -120682.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -120778.210938 Penalty: 2302.645996
	Iteration 3F: 3 clusters Score -120778.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -120819.460938 Penalty: 2302.645996
	Iteration 4Q: 3 clusters Score -120819.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -120864.976562 Penalty: 2302.645996
	Iteration 5Q: 3 clusters Score -120865 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -120947.851562 Penalty: 2302.645996
	Iteration 6Q: 3 clusters Score -120947.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -121103.703125 Penalty: 2302.645996
	Iteration 7Q: 3 clusters Score -121103.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -121214.640625 Penalty: 2302.645996
	Iteration 8Q: 3 clusters Score -121214.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -121256.218750 Penalty: 2302.645996
	Iteration 9Q: 3 clusters Score -121256.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -121289.289062 Penalty: 2302.645996
	Iteration 10Q: 3 clusters Score -121289.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -121342.039062 Penalty: 2302.645996
	Iteration 11Q: 3 clusters Score -121342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -121366.195312 Penalty: 2302.645996
	Iteration 12Q: 3 clusters Score -121366.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -121389.937500 Penalty: 2302.645996
	Iteration 13Q: 3 clusters Score -121389.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -121430.765625 Penalty: 2302.645996
	Iteration 14Q: 3 clusters Score -121430.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -121450.875000 Penalty: 2302.645996
	Iteration 15Q: 3 clusters Score -121450.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -121469.203125 Penalty: 2302.645996
	Iteration 16Q: 3 clusters Score -121469.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -121497.789062 Penalty: 2302.645996
	Iteration 17Q: 3 clusters Score -121497.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -121522.562500 Penalty: 2302.645996
	Iteration 18Q: 3 clusters Score -121522.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -121553.765625 Penalty: 2302.645996
	Iteration 19Q: 3 clusters Score -121553.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -121599.515625 Penalty: 2302.645996
	Iteration 20F: 3 clusters Score -121599.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -121707.882812 Penalty: 2302.645996
	Iteration 21Q: 3 clusters Score -121707.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -121806.304688 Penalty: 2302.645996
	Iteration 22Q: 3 clusters Score -121806.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -121858.398438 Penalty: 2302.645996
	Iteration 23Q: 3 clusters Score -121858.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -121880.835938 Penalty: 2302.645996
	Iteration 24Q: 3 clusters Score -121880.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -121893.929688 Penalty: 2302.645996
	Iteration 25Q: 3 clusters Score -121893.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -121900.796875 Penalty: 2302.645996
	Iteration 26Q: 3 clusters Score -121900.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -121903.140625 Penalty: 2302.645996
	Iteration 27Q: 3 clusters Score -121903.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -121903.179688 Penalty: 2302.645996
	Iteration 28F: 3 clusters Score -121903.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -121916.750000 Penalty: 2302.645996
	Iteration 29Q: 3 clusters Score -121916.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -121936.468750 Penalty: 2302.645996
	Iteration 30Q: 3 clusters Score -121936.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -121959.796875 Penalty: 2302.645996
	Iteration 31Q: 3 clusters Score -121959.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -121966.914062 Penalty: 2302.645996
	Iteration 32Q: 3 clusters Score -121966.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -121976.375000 Penalty: 2302.645996
	Iteration 33Q: 3 clusters Score -121976.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -121981.562500 Penalty: 2302.645996
	Iteration 34Q: 3 clusters Score -121981.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -121987.875000 Penalty: 2302.645996
	Iteration 35Q: 3 clusters Score -121987.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -121998.140625 Penalty: 2302.645996
	Iteration 36Q: 3 clusters Score -121998.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -122012.835938 Penalty: 2302.645996
	Iteration 37Q: 3 clusters Score -122012.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -122034.726562 Penalty: 2302.645996
	Iteration 38Q: 3 clusters Score -122034.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -122053.445312 Penalty: 2302.645996
	Iteration 39Q: 3 clusters Score -122053.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -122060.289062 Penalty: 2302.645996
	Iteration 40F: 3 clusters Score -122060.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -122061.484375 Penalty: 2302.645996
	Iteration 41Q: 3 clusters Score -122061.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -122061.484375 Penalty: 2302.645996
	Iteration 42F: 3 clusters Score -122061.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 105146 members 
Mstep: Class 3 contains 5851 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 5 contains 9464 members 
Mstep: Class 6 contains 53012 members 
Mstep: Class 7 contains 561 members 
Mstep: Class 8 contains 7266 members 
Mstep: Class 9 contains 79185 members 
Mstep: Class 10 contains 92365 members 
Mstep: Class 11 contains 100504 members 
Mstep: Class 12 contains 62246 members 
Mstep: Class 13 contains 13945 members 
Mstep: Class 14 contains 106853 members 
Mstep: Class 15 contains 3416 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 701 members 
Mstep: Class 18 contains 119098 members 
Mstep: Class 19 contains 4926 members 
Mstep: Class 20 contains 27710 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 1597 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6227 members 
Mstep: Class 25 contains 84044 members 
Mstep: Class 26 contains 1847 members 
Mstep: Class 27 contains 5072 members 
Mstep: Class 28 contains 4905 members 
Mstep: Class 29 contains 10364 members 
Mstep: Class 30 contains 1988 members 
Mstep: Class 31 contains 855 members 
Entering Unmasked Estep 
Score: -111724120.000000 Penalty: 69167.054688
Splitting cluster 4 changes total score from -111721616.000000 to -111724120.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 5 (9464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Entering Unmasked Estep 
Score: -1180862.750000 Penalty: 1487.728271
	Iteration 0F: 2 clusters Score -1180863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1174021.875000 Penalty: 2975.456543
	Iteration 0F: 3 clusters Score -1174022 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1176476.250000 Penalty: 2975.456543
	Iteration 1F: 3 clusters Score -1176476 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1176937.625000 Penalty: 2975.456543
	Iteration 2F: 3 clusters Score -1176938 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1177418.000000 Penalty: 2975.456543
	Iteration 3F: 3 clusters Score -1177418 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1177940.625000 Penalty: 2975.456543
	Iteration 4F: 3 clusters Score -1177941 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1178453.750000 Penalty: 2975.456543
	Iteration 5F: 3 clusters Score -1178454 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1178876.500000 Penalty: 2975.456543
	Iteration 6F: 3 clusters Score -1178876 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1179199.125000 Penalty: 2975.456543
	Iteration 7F: 3 clusters Score -1179199 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1179431.250000 Penalty: 2975.456543
	Iteration 8Q: 3 clusters Score -1179431 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1179565.750000 Penalty: 2975.456543
	Iteration 9Q: 3 clusters Score -1179566 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1179663.500000 Penalty: 2975.456543
	Iteration 10Q: 3 clusters Score -1179664 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1179723.000000 Penalty: 2975.456543
	Iteration 11Q: 3 clusters Score -1179723 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1179769.000000 Penalty: 2975.456543
	Iteration 12Q: 3 clusters Score -1179769 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1179804.250000 Penalty: 2975.456543
	Iteration 13Q: 3 clusters Score -1179804 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1179826.875000 Penalty: 2975.456543
	Iteration 14Q: 3 clusters Score -1179827 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1179846.875000 Penalty: 2975.456543
	Iteration 15Q: 3 clusters Score -1179847 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1179859.125000 Penalty: 2975.456543
	Iteration 16Q: 3 clusters Score -1179859 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1179869.875000 Penalty: 2975.456543
	Iteration 17Q: 3 clusters Score -1179870 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1179873.875000 Penalty: 2975.456543
	Iteration 18Q: 3 clusters Score -1179874 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1179879.250000 Penalty: 2975.456543
	Iteration 19Q: 3 clusters Score -1179879 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1179887.625000 Penalty: 2975.456543
	Iteration 20F: 3 clusters Score -1179888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1179892.375000 Penalty: 2975.456543
	Iteration 21Q: 3 clusters Score -1179892 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1179896.875000 Penalty: 2975.456543
	Iteration 22Q: 3 clusters Score -1179897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1179903.250000 Penalty: 2975.456543
	Iteration 23Q: 3 clusters Score -1179903 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1179906.375000 Penalty: 2975.456543
	Iteration 24Q: 3 clusters Score -1179906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1179905.875000 Penalty: 2975.456543
	Iteration 25Q: 3 clusters Score -1179906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1179907.625000 Penalty: 2975.456543
	Iteration 26Q: 3 clusters Score -1179908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1179909.375000 Penalty: 2975.456543
	Iteration 27Q: 3 clusters Score -1179909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1179911.375000 Penalty: 2975.456543
	Iteration 28Q: 3 clusters Score -1179911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1179913.125000 Penalty: 2975.456543
	Iteration 29Q: 3 clusters Score -1179913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1179914.750000 Penalty: 2975.456543
	Iteration 30Q: 3 clusters Score -1179915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1179915.875000 Penalty: 2975.456543
	Iteration 31Q: 3 clusters Score -1179916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1179914.750000 Penalty: 2975.456543
	Iteration 32Q: 3 clusters Score -1179915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1179914.750000 Penalty: 2975.456543
	Iteration 33F: 3 clusters Score -1179915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (53012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53012 members 
Entering Unmasked Estep 
Score: -6440989.500000 Penalty: 1767.719482
	Iteration 0F: 2 clusters Score -6440990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -6405554.000000 Penalty: 3535.438965
	Iteration 0F: 3 clusters Score -6405554 nChanged 24918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -6419739.500000 Penalty: 3535.438965
	Iteration 1F: 3 clusters Score -6419740 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -6420196.500000 Penalty: 3535.438965
	Iteration 2Q: 3 clusters Score -6420196 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -6420767.500000 Penalty: 3535.438965
	Iteration 3Q: 3 clusters Score -6420768 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -6421520.000000 Penalty: 3535.438965
	Iteration 4Q: 3 clusters Score -6421520 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -6422602.000000 Penalty: 3535.438965
	Iteration 5Q: 3 clusters Score -6422602 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -6424025.000000 Penalty: 3535.438965
	Iteration 6F: 3 clusters Score -6424025 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -6426059.500000 Penalty: 3535.438965
	Iteration 7F: 3 clusters Score -6426060 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -6428421.500000 Penalty: 3535.438965
	Iteration 8F: 3 clusters Score -6428422 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -6431012.000000 Penalty: 3535.438965
	Iteration 9F: 3 clusters Score -6431012 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -6433543.500000 Penalty: 3535.438965
	Iteration 10F: 3 clusters Score -6433544 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
Score: -6435757.500000 Penalty: 3535.438965
	Iteration 11F: 3 clusters Score -6435758 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 50104 members 
Entering Unmasked Estep 
Score: -6437348.500000 Penalty: 3535.438965
	Iteration 12Q: 3 clusters Score -6437348 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -6438313.000000 Penalty: 3535.438965
	Iteration 13Q: 3 clusters Score -6438313 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 51900 members 
Entering Unmasked Estep 
Score: -6438854.000000 Penalty: 3535.438965
	Iteration 14Q: 3 clusters Score -6438854 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 52225 members 
Entering Unmasked Estep 
Score: -6439246.500000 Penalty: 3535.438965
	Iteration 15Q: 3 clusters Score -6439246 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 52340 members 
Entering Unmasked Estep 
Score: -6439511.500000 Penalty: 3535.438965
	Iteration 16Q: 3 clusters Score -6439512 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 52371 members 
Entering Unmasked Estep 
Score: -6439665.500000 Penalty: 3535.438965
	Iteration 17Q: 3 clusters Score -6439666 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 52376 members 
Entering Unmasked Estep 
Score: -6439798.500000 Penalty: 3535.438965
	Iteration 18Q: 3 clusters Score -6439798 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 52362 members 
Entering Unmasked Estep 
Score: -6439915.500000 Penalty: 3535.438965
	Iteration 19Q: 3 clusters Score -6439916 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 52346 members 
Entering Unmasked Estep 
Score: -6439997.000000 Penalty: 3535.438965
	Iteration 20F: 3 clusters Score -6439997 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 52313 members 
Entering Unmasked Estep 
Score: -6440055.000000 Penalty: 3535.438965
	Iteration 21Q: 3 clusters Score -6440055 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 52282 members 
Entering Unmasked Estep 
Score: -6440079.500000 Penalty: 3535.438965
	Iteration 22Q: 3 clusters Score -6440080 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 52248 members 
Entering Unmasked Estep 
Score: -6440118.500000 Penalty: 3535.438965
	Iteration 23Q: 3 clusters Score -6440118 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -6440167.000000 Penalty: 3535.438965
	Iteration 24Q: 3 clusters Score -6440167 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 52191 members 
Entering Unmasked Estep 
Score: -6440176.000000 Penalty: 3535.438965
	Iteration 25Q: 3 clusters Score -6440176 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 52166 members 
Entering Unmasked Estep 
Score: -6440191.500000 Penalty: 3535.438965
	Iteration 26Q: 3 clusters Score -6440192 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 52154 members 
Entering Unmasked Estep 
Score: -6440209.500000 Penalty: 3535.438965
	Iteration 27Q: 3 clusters Score -6440210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 52141 members 
Entering Unmasked Estep 
Score: -6440212.000000 Penalty: 3535.438965
	Iteration 28Q: 3 clusters Score -6440212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 52137 members 
Entering Unmasked Estep 
Score: -6440208.000000 Penalty: 3535.438965
	Iteration 29Q: 3 clusters Score -6440208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 52132 members 
Entering Unmasked Estep 
Score: -6440214.500000 Penalty: 3535.438965
	Iteration 30Q: 3 clusters Score -6440214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 52129 members 
Entering Unmasked Estep 
Score: -6440218.000000 Penalty: 3535.438965
	Iteration 31Q: 3 clusters Score -6440218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 52123 members 
Entering Unmasked Estep 
Score: -6440213.000000 Penalty: 3535.438965
	Iteration 32Q: 3 clusters Score -6440213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 52119 members 
Entering Unmasked Estep 
Score: -6440217.000000 Penalty: 3535.438965
	Iteration 33Q: 3 clusters Score -6440217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 52115 members 
Entering Unmasked Estep 
Score: -6440215.000000 Penalty: 3535.438965
	Iteration 34Q: 3 clusters Score -6440215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -6440216.500000 Penalty: 3535.438965
	Iteration 35Q: 3 clusters Score -6440216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -6440217.500000 Penalty: 3535.438965
	Iteration 36Q: 3 clusters Score -6440218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 52098 members 
Entering Unmasked Estep 
Score: -6440213.000000 Penalty: 3535.438965
	Iteration 37Q: 3 clusters Score -6440213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 52094 members 
Entering Unmasked Estep 
Score: -6440223.500000 Penalty: 3535.438965
	Iteration 38Q: 3 clusters Score -6440224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 52085 members 
Entering Unmasked Estep 
Score: -6440234.500000 Penalty: 3535.438965
	Iteration 39Q: 3 clusters Score -6440234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 52079 members 
Entering Unmasked Estep 
Score: -6440231.500000 Penalty: 3535.438965
	Iteration 40F: 3 clusters Score -6440232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 52076 members 
Entering Unmasked Estep 
Score: -6440227.000000 Penalty: 3535.438965
	Iteration 41Q: 3 clusters Score -6440227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 52068 members 
Entering Unmasked Estep 
Score: -6440236.000000 Penalty: 3535.438965
	Iteration 42Q: 3 clusters Score -6440236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 52059 members 
Entering Unmasked Estep 
Score: -6440237.000000 Penalty: 3535.438965
	Iteration 43Q: 3 clusters Score -6440237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 52055 members 
Entering Unmasked Estep 
Score: -6440228.000000 Penalty: 3535.438965
	Iteration 44Q: 3 clusters Score -6440228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 52053 members 
Entering Unmasked Estep 
Score: -6440229.000000 Penalty: 3535.438965
	Iteration 45Q: 3 clusters Score -6440229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 52054 members 
Entering Unmasked Estep 
Score: -6440225.500000 Penalty: 3535.438965
	Iteration 46Q: 3 clusters Score -6440226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 52053 members 
Entering Unmasked Estep 
Score: -6440225.000000 Penalty: 3535.438965
	Iteration 47Q: 3 clusters Score -6440225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 52053 members 
Entering Unmasked Estep 
Score: -6440225.000000 Penalty: 3535.438965
	Iteration 48F: 3 clusters Score -6440225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -29011.269531 Penalty: 1028.579712
	Iteration 0F: 2 clusters Score -29011.27 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 283 members 
Entering Unmasked Estep 
Score: -28167.404297 Penalty: 2057.159424
	Iteration 0F: 3 clusters Score -28167.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -29096.054688 Penalty: 2057.159424
	Iteration 1F: 3 clusters Score -29096.05 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29526.582031 Penalty: 2057.159424
	Iteration 2F: 3 clusters Score -29526.58 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -29705.433594 Penalty: 2057.159424
	Iteration 3F: 3 clusters Score -29705.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -29748.587891 Penalty: 2057.159424
	Iteration 4Q: 3 clusters Score -29748.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -29821.271484 Penalty: 2057.159424
	Iteration 5Q: 3 clusters Score -29821.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -29867.958984 Penalty: 2057.159424
	Iteration 6Q: 3 clusters Score -29867.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -29889.634766 Penalty: 2057.159424
	Iteration 7Q: 3 clusters Score -29889.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29896.615234 Penalty: 2057.159424
	Iteration 8Q: 3 clusters Score -29896.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -29897.308594 Penalty: 2057.159424
	Iteration 9Q: 3 clusters Score -29897.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29897.583984 Penalty: 2057.159424
	Iteration 10Q: 3 clusters Score -29897.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29915.492188 Penalty: 2057.159424
	Iteration 11F: 3 clusters Score -29915.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29971.664062 Penalty: 2057.159424
	Iteration 12Q: 3 clusters Score -29971.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -29977.416016 Penalty: 2057.159424
	Iteration 13Q: 3 clusters Score -29977.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -29978.148438 Penalty: 2057.159424
	Iteration 14Q: 3 clusters Score -29978.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -29978.632812 Penalty: 2057.159424
	Iteration 15Q: 3 clusters Score -29978.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -29979.064453 Penalty: 2057.159424
	Iteration 16Q: 3 clusters Score -29979.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -29979.064453 Penalty: 2057.159424
	Iteration 17F: 3 clusters Score -29979.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 105146 members 
Mstep: Class 3 contains 5851 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 5 contains 9464 members 
Mstep: Class 6 contains 53012 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 7266 members 
Mstep: Class 9 contains 79185 members 
Mstep: Class 10 contains 92365 members 
Mstep: Class 11 contains 100504 members 
Mstep: Class 12 contains 62246 members 
Mstep: Class 13 contains 13945 members 
Mstep: Class 14 contains 106853 members 
Mstep: Class 15 contains 3416 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 701 members 
Mstep: Class 18 contains 119098 members 
Mstep: Class 19 contains 4926 members 
Mstep: Class 20 contains 27710 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 1597 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6227 members 
Mstep: Class 25 contains 84044 members 
Mstep: Class 26 contains 1847 members 
Mstep: Class 27 contains 5072 members 
Mstep: Class 28 contains 4905 members 
Mstep: Class 29 contains 10364 members 
Mstep: Class 30 contains 1988 members 
Mstep: Class 31 contains 855 members 
Mstep: Class 32 contains 250 members 
Entering Unmasked Estep 
Score: -111723672.000000 Penalty: 71398.250000
Splitting cluster 7 changes total score from -111721616.000000 to -111723672.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 8 (7266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Entering Unmasked Estep 
Score: -860568.875000 Penalty: 1444.781250
	Iteration 0F: 2 clusters Score -860568.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -855121.062500 Penalty: 2889.562500
	Iteration 0F: 3 clusters Score -855121.1 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -856888.187500 Penalty: 2889.562500
	Iteration 1F: 3 clusters Score -856888.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -857167.875000 Penalty: 2889.562500
	Iteration 2F: 3 clusters Score -857167.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -857376.625000 Penalty: 2889.562500
	Iteration 3F: 3 clusters Score -857376.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -857543.937500 Penalty: 2889.562500
	Iteration 4Q: 3 clusters Score -857543.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -857689.312500 Penalty: 2889.562500
	Iteration 5Q: 3 clusters Score -857689.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -857811.750000 Penalty: 2889.562500
	Iteration 6Q: 3 clusters Score -857811.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -857910.312500 Penalty: 2889.562500
	Iteration 7Q: 3 clusters Score -857910.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -857992.687500 Penalty: 2889.562500
	Iteration 8Q: 3 clusters Score -857992.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -858059.062500 Penalty: 2889.562500
	Iteration 9Q: 3 clusters Score -858059.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -858120.812500 Penalty: 2889.562500
	Iteration 10Q: 3 clusters Score -858120.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -858174.000000 Penalty: 2889.562500
	Iteration 11Q: 3 clusters Score -858174 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -858226.562500 Penalty: 2889.562500
	Iteration 12Q: 3 clusters Score -858226.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -858264.687500 Penalty: 2889.562500
	Iteration 13Q: 3 clusters Score -858264.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -858305.125000 Penalty: 2889.562500
	Iteration 14Q: 3 clusters Score -858305.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -858348.750000 Penalty: 2889.562500
	Iteration 15Q: 3 clusters Score -858348.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -858402.937500 Penalty: 2889.562500
	Iteration 16Q: 3 clusters Score -858402.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -858453.375000 Penalty: 2889.562500
	Iteration 17Q: 3 clusters Score -858453.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -858502.250000 Penalty: 2889.562500
	Iteration 18Q: 3 clusters Score -858502.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -858564.812500 Penalty: 2889.562500
	Iteration 19Q: 3 clusters Score -858564.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -858616.062500 Penalty: 2889.562500
	Iteration 20F: 3 clusters Score -858616.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -858664.312500 Penalty: 2889.562500
	Iteration 21Q: 3 clusters Score -858664.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -858710.375000 Penalty: 2889.562500
	Iteration 22Q: 3 clusters Score -858710.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -858758.000000 Penalty: 2889.562500
	Iteration 23Q: 3 clusters Score -858758 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -858814.937500 Penalty: 2889.562500
	Iteration 24Q: 3 clusters Score -858814.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -858872.625000 Penalty: 2889.562500
	Iteration 25Q: 3 clusters Score -858872.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -858934.187500 Penalty: 2889.562500
	Iteration 26Q: 3 clusters Score -858934.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -858989.625000 Penalty: 2889.562500
	Iteration 27Q: 3 clusters Score -858989.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -859037.187500 Penalty: 2889.562500
	Iteration 28Q: 3 clusters Score -859037.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -859081.000000 Penalty: 2889.562500
	Iteration 29Q: 3 clusters Score -859081 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -859120.625000 Penalty: 2889.562500
	Iteration 30Q: 3 clusters Score -859120.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -859156.000000 Penalty: 2889.562500
	Iteration 31Q: 3 clusters Score -859156 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -859187.937500 Penalty: 2889.562500
	Iteration 32Q: 3 clusters Score -859187.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -859212.875000 Penalty: 2889.562500
	Iteration 33Q: 3 clusters Score -859212.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -859232.875000 Penalty: 2889.562500
	Iteration 34Q: 3 clusters Score -859232.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -859248.812500 Penalty: 2889.562500
	Iteration 35Q: 3 clusters Score -859248.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -859265.312500 Penalty: 2889.562500
	Iteration 36Q: 3 clusters Score -859265.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -859279.812500 Penalty: 2889.562500
	Iteration 37Q: 3 clusters Score -859279.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -859295.937500 Penalty: 2889.562500
	Iteration 38Q: 3 clusters Score -859295.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -859311.312500 Penalty: 2889.562500
	Iteration 39Q: 3 clusters Score -859311.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -859321.375000 Penalty: 2889.562500
	Iteration 40F: 3 clusters Score -859321.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -859332.687500 Penalty: 2889.562500
	Iteration 41Q: 3 clusters Score -859332.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -859337.625000 Penalty: 2889.562500
	Iteration 42Q: 3 clusters Score -859337.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -859341.562500 Penalty: 2889.562500
	Iteration 43Q: 3 clusters Score -859341.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -859343.750000 Penalty: 2889.562500
	Iteration 44Q: 3 clusters Score -859343.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -859352.500000 Penalty: 2889.562500
	Iteration 45Q: 3 clusters Score -859352.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -859362.437500 Penalty: 2889.562500
	Iteration 46Q: 3 clusters Score -859362.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -859370.562500 Penalty: 2889.562500
	Iteration 47Q: 3 clusters Score -859370.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -859381.625000 Penalty: 2889.562500
	Iteration 48Q: 3 clusters Score -859381.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -859385.562500 Penalty: 2889.562500
	Iteration 49Q: 3 clusters Score -859385.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -859387.000000 Penalty: 2889.562500
	Iteration 50Q: 3 clusters Score -859387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -859390.125000 Penalty: 2889.562500
	Iteration 51Q: 3 clusters Score -859390.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -859391.125000 Penalty: 2889.562500
	Iteration 52Q: 3 clusters Score -859391.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -859393.000000 Penalty: 2889.562500
	Iteration 53Q: 3 clusters Score -859393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -859395.437500 Penalty: 2889.562500
	Iteration 54Q: 3 clusters Score -859395.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -859397.437500 Penalty: 2889.562500
	Iteration 55Q: 3 clusters Score -859397.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -859399.687500 Penalty: 2889.562500
	Iteration 56Q: 3 clusters Score -859399.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -859402.125000 Penalty: 2889.562500
	Iteration 57Q: 3 clusters Score -859402.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -859404.562500 Penalty: 2889.562500
	Iteration 58Q: 3 clusters Score -859404.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -859406.750000 Penalty: 2889.562500
	Iteration 59Q: 3 clusters Score -859406.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -859408.625000 Penalty: 2889.562500
	Iteration 60F: 3 clusters Score -859408.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -859407.437500 Penalty: 2889.562500
	Iteration 61Q: 3 clusters Score -859407.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -859410.187500 Penalty: 2889.562500
	Iteration 62Q: 3 clusters Score -859410.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -859410.250000 Penalty: 2889.562500
	Iteration 63Q: 3 clusters Score -859410.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -859411.437500 Penalty: 2889.562500
	Iteration 64Q: 3 clusters Score -859411.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -859411.437500 Penalty: 2889.562500
	Iteration 65F: 3 clusters Score -859411.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (79185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79185 members 
Entering Unmasked Estep 
Score: -9965720.000000 Penalty: 1832.925537
	Iteration 0F: 2 clusters Score -9965720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -9913146.000000 Penalty: 3665.851074
	Iteration 0F: 3 clusters Score -9913146 nChanged 37637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -9935996.000000 Penalty: 3665.851074
	Iteration 1F: 3 clusters Score -9935996 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -9938890.000000 Penalty: 3665.851074
	Iteration 2F: 3 clusters Score -9938890 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43666 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -9943811.000000 Penalty: 3665.851074
	Iteration 3F: 3 clusters Score -9943811 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47124 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -9950900.000000 Penalty: 3665.851074
	Iteration 4F: 3 clusters Score -9950900 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -9957843.000000 Penalty: 3665.851074
	Iteration 5F: 3 clusters Score -9957843 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55165 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -9962708.000000 Penalty: 3665.851074
	Iteration 6F: 3 clusters Score -9962708 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57967 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -9966192.000000 Penalty: 3665.851074
	Iteration 7Q: 3 clusters Score -9966192 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60004 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -9968453.000000 Penalty: 3665.851074
	Iteration 8Q: 3 clusters Score -9968453 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61484 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -9969526.000000 Penalty: 3665.851074
	Iteration 9Q: 3 clusters Score -9969526 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62673 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -9970143.000000 Penalty: 3665.851074
	Iteration 10Q: 3 clusters Score -9970143 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63674 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -9970628.000000 Penalty: 3665.851074
	Iteration 11Q: 3 clusters Score -9970628 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64485 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -9970948.000000 Penalty: 3665.851074
	Iteration 12Q: 3 clusters Score -9970948 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65150 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -9971174.000000 Penalty: 3665.851074
	Iteration 13Q: 3 clusters Score -9971174 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65697 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -9971413.000000 Penalty: 3665.851074
	Iteration 14Q: 3 clusters Score -9971413 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66186 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -9971558.000000 Penalty: 3665.851074
	Iteration 15Q: 3 clusters Score -9971558 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66603 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -9971646.000000 Penalty: 3665.851074
	Iteration 16Q: 3 clusters Score -9971646 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66958 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -9971709.000000 Penalty: 3665.851074
	Iteration 17Q: 3 clusters Score -9971709 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67239 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -9971766.000000 Penalty: 3665.851074
	Iteration 18Q: 3 clusters Score -9971766 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67468 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -9971801.000000 Penalty: 3665.851074
	Iteration 19Q: 3 clusters Score -9971801 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67674 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -9971828.000000 Penalty: 3665.851074
	Iteration 20F: 3 clusters Score -9971828 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67828 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -9971855.000000 Penalty: 3665.851074
	Iteration 21Q: 3 clusters Score -9971855 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67946 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -9971867.000000 Penalty: 3665.851074
	Iteration 22Q: 3 clusters Score -9971867 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68064 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -9971863.000000 Penalty: 3665.851074
	Iteration 23Q: 3 clusters Score -9971863 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68168 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -9971894.000000 Penalty: 3665.851074
	Iteration 24Q: 3 clusters Score -9971894 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68269 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -9971905.000000 Penalty: 3665.851074
	Iteration 25Q: 3 clusters Score -9971905 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68355 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -9971920.000000 Penalty: 3665.851074
	Iteration 26Q: 3 clusters Score -9971920 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -9971912.000000 Penalty: 3665.851074
	Iteration 27Q: 3 clusters Score -9971912 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68484 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -9971935.000000 Penalty: 3665.851074
	Iteration 28Q: 3 clusters Score -9971935 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68519 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -9971926.000000 Penalty: 3665.851074
	Iteration 29Q: 3 clusters Score -9971926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68544 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -9971901.000000 Penalty: 3665.851074
	Iteration 30Q: 3 clusters Score -9971901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68566 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -9971906.000000 Penalty: 3665.851074
	Iteration 31Q: 3 clusters Score -9971906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68575 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -9971914.000000 Penalty: 3665.851074
	Iteration 32Q: 3 clusters Score -9971914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68583 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -9971909.000000 Penalty: 3665.851074
	Iteration 33Q: 3 clusters Score -9971909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68591 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -9971914.000000 Penalty: 3665.851074
	Iteration 34Q: 3 clusters Score -9971914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68597 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -9971910.000000 Penalty: 3665.851074
	Iteration 35Q: 3 clusters Score -9971910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68602 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -9971917.000000 Penalty: 3665.851074
	Iteration 36Q: 3 clusters Score -9971917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68606 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -9971919.000000 Penalty: 3665.851074
	Iteration 37Q: 3 clusters Score -9971919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68608 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -9971919.000000 Penalty: 3665.851074
	Iteration 38Q: 3 clusters Score -9971919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68608 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -9971919.000000 Penalty: 3665.851074
	Iteration 39F: 3 clusters Score -9971919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 105146 members 
Mstep: Class 3 contains 5851 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 5 contains 9464 members 
Mstep: Class 6 contains 53012 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 7266 members 
Mstep: Class 9 contains 68608 members 
Mstep: Class 10 contains 92365 members 
Mstep: Class 11 contains 100504 members 
Mstep: Class 12 contains 62246 members 
Mstep: Class 13 contains 13945 members 
Mstep: Class 14 contains 106853 members 
Mstep: Class 15 contains 3416 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 701 members 
Mstep: Class 18 contains 119098 members 
Mstep: Class 19 contains 4926 members 
Mstep: Class 20 contains 27710 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 1597 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6227 members 
Mstep: Class 25 contains 84044 members 
Mstep: Class 26 contains 1847 members 
Mstep: Class 27 contains 5072 members 
Mstep: Class 28 contains 4905 members 
Mstep: Class 29 contains 10364 members 
Mstep: Class 30 contains 1988 members 
Mstep: Class 31 contains 855 members 
Mstep: Class 32 contains 250 members 
Mstep: Class 33 contains 10577 members 
Entering Unmasked Estep 
Score: -111729256.000000 Penalty: 73629.445312
Splitting cluster 9 changes total score from -111721616.000000 to -111729256.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 10 (92365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92365 members 
Entering Unmasked Estep 
Score: -11238326.000000 Penalty: 1857.944214
	Iteration 0F: 2 clusters Score -1.123833e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -11176883.000000 Penalty: 3715.888428
	Iteration 0F: 3 clusters Score -1.117688e+07 nChanged 44079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -11203581.000000 Penalty: 3715.888428
	Iteration 1F: 3 clusters Score -1.120358e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50130 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -11205554.000000 Penalty: 3715.888428
	Iteration 2Q: 3 clusters Score -1.120555e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52007 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -11208322.000000 Penalty: 3715.888428
	Iteration 3F: 3 clusters Score -1.120832e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54254 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -11211915.000000 Penalty: 3715.888428
	Iteration 4F: 3 clusters Score -1.121192e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56800 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -11216428.000000 Penalty: 3715.888428
	Iteration 5F: 3 clusters Score -1.121643e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59210 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -11221077.000000 Penalty: 3715.888428
	Iteration 6F: 3 clusters Score -1.122108e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61335 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -11224790.000000 Penalty: 3715.888428
	Iteration 7F: 3 clusters Score -1.122479e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63123 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -11227249.000000 Penalty: 3715.888428
	Iteration 8Q: 3 clusters Score -1.122725e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64689 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -11229108.000000 Penalty: 3715.888428
	Iteration 9Q: 3 clusters Score -1.122911e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66119 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -11231087.000000 Penalty: 3715.888428
	Iteration 10Q: 3 clusters Score -1.123109e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67409 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -11233071.000000 Penalty: 3715.888428
	Iteration 11Q: 3 clusters Score -1.123307e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68347 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -11234642.000000 Penalty: 3715.888428
	Iteration 12Q: 3 clusters Score -1.123464e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69040 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -11235669.000000 Penalty: 3715.888428
	Iteration 13Q: 3 clusters Score -1.123567e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69612 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -11236400.000000 Penalty: 3715.888428
	Iteration 14Q: 3 clusters Score -1.12364e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70143 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -11236791.000000 Penalty: 3715.888428
	Iteration 15Q: 3 clusters Score -1.123679e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70721 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -11237172.000000 Penalty: 3715.888428
	Iteration 16Q: 3 clusters Score -1.123717e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71315 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -11237491.000000 Penalty: 3715.888428
	Iteration 17Q: 3 clusters Score -1.123749e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71996 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -11237902.000000 Penalty: 3715.888428
	Iteration 18Q: 3 clusters Score -1.12379e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72794 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -11238303.000000 Penalty: 3715.888428
	Iteration 19Q: 3 clusters Score -1.12383e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73689 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -11238842.000000 Penalty: 3715.888428
	Iteration 20F: 3 clusters Score -1.123884e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74653 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -11239427.000000 Penalty: 3715.888428
	Iteration 21Q: 3 clusters Score -1.123943e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75673 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -11240005.000000 Penalty: 3715.888428
	Iteration 22Q: 3 clusters Score -1.124e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76717 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -11240618.000000 Penalty: 3715.888428
	Iteration 23Q: 3 clusters Score -1.124062e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77695 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -11241140.000000 Penalty: 3715.888428
	Iteration 24Q: 3 clusters Score -1.124114e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78601 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -11241569.000000 Penalty: 3715.888428
	Iteration 25Q: 3 clusters Score -1.124157e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79432 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -11241825.000000 Penalty: 3715.888428
	Iteration 26Q: 3 clusters Score -1.124182e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80183 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -11242120.000000 Penalty: 3715.888428
	Iteration 27Q: 3 clusters Score -1.124212e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80811 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -11242311.000000 Penalty: 3715.888428
	Iteration 28Q: 3 clusters Score -1.124231e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81328 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -11242427.000000 Penalty: 3715.888428
	Iteration 29Q: 3 clusters Score -1.124243e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81760 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -11242533.000000 Penalty: 3715.888428
	Iteration 30Q: 3 clusters Score -1.124253e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82103 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -11242606.000000 Penalty: 3715.888428
	Iteration 31Q: 3 clusters Score -1.124261e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82394 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -11242659.000000 Penalty: 3715.888428
	Iteration 32Q: 3 clusters Score -1.124266e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82642 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -11242701.000000 Penalty: 3715.888428
	Iteration 33Q: 3 clusters Score -1.12427e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82823 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -11242725.000000 Penalty: 3715.888428
	Iteration 34Q: 3 clusters Score -1.124272e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82973 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -11242724.000000 Penalty: 3715.888428
	Iteration 35Q: 3 clusters Score -1.124272e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83107 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -11242744.000000 Penalty: 3715.888428
	Iteration 36Q: 3 clusters Score -1.124274e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83202 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -11242766.000000 Penalty: 3715.888428
	Iteration 37Q: 3 clusters Score -1.124277e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83275 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -11242787.000000 Penalty: 3715.888428
	Iteration 38Q: 3 clusters Score -1.124279e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83332 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -11242793.000000 Penalty: 3715.888428
	Iteration 39Q: 3 clusters Score -1.124279e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83375 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -11242795.000000 Penalty: 3715.888428
	Iteration 40F: 3 clusters Score -1.12428e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83414 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -11242803.000000 Penalty: 3715.888428
	Iteration 41Q: 3 clusters Score -1.12428e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83441 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -11242800.000000 Penalty: 3715.888428
	Iteration 42Q: 3 clusters Score -1.12428e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83466 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -11242779.000000 Penalty: 3715.888428
	Iteration 43Q: 3 clusters Score -1.124278e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83487 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -11242772.000000 Penalty: 3715.888428
	Iteration 44Q: 3 clusters Score -1.124277e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83505 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -11242764.000000 Penalty: 3715.888428
	Iteration 45Q: 3 clusters Score -1.124276e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83522 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -11242760.000000 Penalty: 3715.888428
	Iteration 46Q: 3 clusters Score -1.124276e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83536 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -11242745.000000 Penalty: 3715.888428
	Iteration 47Q: 3 clusters Score -1.124274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83547 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -11242748.000000 Penalty: 3715.888428
	Iteration 48Q: 3 clusters Score -1.124275e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83557 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -11242743.000000 Penalty: 3715.888428
	Iteration 49Q: 3 clusters Score -1.124274e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83564 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -11242744.000000 Penalty: 3715.888428
	Iteration 50Q: 3 clusters Score -1.124274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83569 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -11242741.000000 Penalty: 3715.888428
	Iteration 51Q: 3 clusters Score -1.124274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83573 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -11242741.000000 Penalty: 3715.888428
	Iteration 52Q: 3 clusters Score -1.124274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83578 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -11242742.000000 Penalty: 3715.888428
	Iteration 53Q: 3 clusters Score -1.124274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83582 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -11242741.000000 Penalty: 3715.888428
	Iteration 54Q: 3 clusters Score -1.124274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83587 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -11242736.000000 Penalty: 3715.888428
	Iteration 55Q: 3 clusters Score -1.124274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83591 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -11242735.000000 Penalty: 3715.888428
	Iteration 56Q: 3 clusters Score -1.124274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83596 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -11242746.000000 Penalty: 3715.888428
	Iteration 57Q: 3 clusters Score -1.124275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83601 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -11242749.000000 Penalty: 3715.888428
	Iteration 58Q: 3 clusters Score -1.124275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83607 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -11242754.000000 Penalty: 3715.888428
	Iteration 59Q: 3 clusters Score -1.124275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83610 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -11242755.000000 Penalty: 3715.888428
	Iteration 60F: 3 clusters Score -1.124276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83616 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -11242754.000000 Penalty: 3715.888428
	Iteration 61Q: 3 clusters Score -1.124275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83623 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -11242753.000000 Penalty: 3715.888428
	Iteration 62Q: 3 clusters Score -1.124275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83630 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -11242757.000000 Penalty: 3715.888428
	Iteration 63Q: 3 clusters Score -1.124276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83636 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -11242750.000000 Penalty: 3715.888428
	Iteration 64Q: 3 clusters Score -1.124275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83638 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -11242757.000000 Penalty: 3715.888428
	Iteration 65Q: 3 clusters Score -1.124276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83638 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -11242757.000000 Penalty: 3715.888428
	Iteration 66F: 3 clusters Score -1.124276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 105146 members 
Mstep: Class 3 contains 5851 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 5 contains 9464 members 
Mstep: Class 6 contains 53012 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 7266 members 
Mstep: Class 9 contains 68608 members 
Mstep: Class 10 contains 83638 members 
Mstep: Class 11 contains 100504 members 
Mstep: Class 12 contains 62246 members 
Mstep: Class 13 contains 13945 members 
Mstep: Class 14 contains 106853 members 
Mstep: Class 15 contains 3416 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 701 members 
Mstep: Class 18 contains 119098 members 
Mstep: Class 19 contains 4926 members 
Mstep: Class 20 contains 27710 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 1597 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6227 members 
Mstep: Class 25 contains 84044 members 
Mstep: Class 26 contains 1847 members 
Mstep: Class 27 contains 5072 members 
Mstep: Class 28 contains 4905 members 
Mstep: Class 29 contains 10364 members 
Mstep: Class 30 contains 1988 members 
Mstep: Class 31 contains 855 members 
Mstep: Class 32 contains 250 members 
Mstep: Class 33 contains 10577 members 
Mstep: Class 34 contains 8727 members 
Entering Unmasked Estep 
Score: -111733304.000000 Penalty: 75860.640625
Splitting cluster 10 changes total score from -111721616.000000 to -111733304.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 11 (100504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100504 members 
Entering Unmasked Estep 
Score: -12604821.000000 Penalty: 1871.667358
	Iteration 0F: 2 clusters Score -1.260482e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50245 members 
Mstep: Class 2 contains 50259 members 
Entering Unmasked Estep 
Score: -12538832.000000 Penalty: 3743.334717
	Iteration 0F: 3 clusters Score -1.253883e+07 nChanged 48235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49942 members 
Mstep: Class 2 contains 50562 members 
Entering Unmasked Estep 
Score: -12566936.000000 Penalty: 3743.334717
	Iteration 1F: 3 clusters Score -1.256694e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49710 members 
Mstep: Class 2 contains 50794 members 
Entering Unmasked Estep 
Score: -12567915.000000 Penalty: 3743.334717
	Iteration 2Q: 3 clusters Score -1.256792e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -12569014.000000 Penalty: 3743.334717
	Iteration 3Q: 3 clusters Score -1.256901e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 51617 members 
Entering Unmasked Estep 
Score: -12570389.000000 Penalty: 3743.334717
	Iteration 4Q: 3 clusters Score -1.257039e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 52368 members 
Entering Unmasked Estep 
Score: -12572193.000000 Penalty: 3743.334717
	Iteration 5Q: 3 clusters Score -1.257219e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47218 members 
Mstep: Class 2 contains 53286 members 
Entering Unmasked Estep 
Score: -12574537.000000 Penalty: 3743.334717
	Iteration 6Q: 3 clusters Score -1.257454e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 54492 members 
Entering Unmasked Estep 
Score: -12577839.000000 Penalty: 3743.334717
	Iteration 7F: 3 clusters Score -1.257784e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 55979 members 
Entering Unmasked Estep 
Score: -12582223.000000 Penalty: 3743.334717
	Iteration 8F: 3 clusters Score -1.258222e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 57604 members 
Entering Unmasked Estep 
Score: -12587190.000000 Penalty: 3743.334717
	Iteration 9F: 3 clusters Score -1.258719e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 59126 members 
Entering Unmasked Estep 
Score: -12590919.000000 Penalty: 3743.334717
	Iteration 10F: 3 clusters Score -1.259092e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 60275 members 
Entering Unmasked Estep 
Score: -12592860.000000 Penalty: 3743.334717
	Iteration 11Q: 3 clusters Score -1.259286e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 61363 members 
Entering Unmasked Estep 
Score: -12593663.000000 Penalty: 3743.334717
	Iteration 12Q: 3 clusters Score -1.259366e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 62390 members 
Entering Unmasked Estep 
Score: -12594303.000000 Penalty: 3743.334717
	Iteration 13Q: 3 clusters Score -1.25943e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 63434 members 
Entering Unmasked Estep 
Score: -12594927.000000 Penalty: 3743.334717
	Iteration 14Q: 3 clusters Score -1.259493e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 64493 members 
Entering Unmasked Estep 
Score: -12595447.000000 Penalty: 3743.334717
	Iteration 15Q: 3 clusters Score -1.259545e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 65534 members 
Entering Unmasked Estep 
Score: -12596012.000000 Penalty: 3743.334717
	Iteration 16Q: 3 clusters Score -1.259601e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 66452 members 
Entering Unmasked Estep 
Score: -12596396.000000 Penalty: 3743.334717
	Iteration 17Q: 3 clusters Score -1.25964e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 67368 members 
Entering Unmasked Estep 
Score: -12596758.000000 Penalty: 3743.334717
	Iteration 18Q: 3 clusters Score -1.259676e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 68303 members 
Entering Unmasked Estep 
Score: -12597093.000000 Penalty: 3743.334717
	Iteration 19Q: 3 clusters Score -1.259709e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 69145 members 
Entering Unmasked Estep 
Score: -12597335.000000 Penalty: 3743.334717
	Iteration 20F: 3 clusters Score -1.259734e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 69960 members 
Entering Unmasked Estep 
Score: -12597649.000000 Penalty: 3743.334717
	Iteration 21Q: 3 clusters Score -1.259765e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 70739 members 
Entering Unmasked Estep 
Score: -12597829.000000 Penalty: 3743.334717
	Iteration 22Q: 3 clusters Score -1.259783e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 71510 members 
Entering Unmasked Estep 
Score: -12598088.000000 Penalty: 3743.334717
	Iteration 23Q: 3 clusters Score -1.259809e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 72305 members 
Entering Unmasked Estep 
Score: -12598271.000000 Penalty: 3743.334717
	Iteration 24Q: 3 clusters Score -1.259827e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 73109 members 
Entering Unmasked Estep 
Score: -12598482.000000 Penalty: 3743.334717
	Iteration 25Q: 3 clusters Score -1.259848e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 73854 members 
Entering Unmasked Estep 
Score: -12598626.000000 Penalty: 3743.334717
	Iteration 26Q: 3 clusters Score -1.259863e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 74526 members 
Entering Unmasked Estep 
Score: -12598769.000000 Penalty: 3743.334717
	Iteration 27Q: 3 clusters Score -1.259877e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 75157 members 
Entering Unmasked Estep 
Score: -12598872.000000 Penalty: 3743.334717
	Iteration 28Q: 3 clusters Score -1.259887e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 75822 members 
Entering Unmasked Estep 
Score: -12598939.000000 Penalty: 3743.334717
	Iteration 29Q: 3 clusters Score -1.259894e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 76492 members 
Entering Unmasked Estep 
Score: -12599075.000000 Penalty: 3743.334717
	Iteration 30Q: 3 clusters Score -1.259908e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 77130 members 
Entering Unmasked Estep 
Score: -12599223.000000 Penalty: 3743.334717
	Iteration 31Q: 3 clusters Score -1.259922e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 77747 members 
Entering Unmasked Estep 
Score: -12599310.000000 Penalty: 3743.334717
	Iteration 32Q: 3 clusters Score -1.259931e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 78361 members 
Entering Unmasked Estep 
Score: -12599413.000000 Penalty: 3743.334717
	Iteration 33Q: 3 clusters Score -1.259941e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 78975 members 
Entering Unmasked Estep 
Score: -12599558.000000 Penalty: 3743.334717
	Iteration 34Q: 3 clusters Score -1.259956e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 79568 members 
Entering Unmasked Estep 
Score: -12599667.000000 Penalty: 3743.334717
	Iteration 35Q: 3 clusters Score -1.259967e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 80153 members 
Entering Unmasked Estep 
Score: -12599749.000000 Penalty: 3743.334717
	Iteration 36Q: 3 clusters Score -1.259975e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 80699 members 
Entering Unmasked Estep 
Score: -12599863.000000 Penalty: 3743.334717
	Iteration 37Q: 3 clusters Score -1.259986e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 81241 members 
Entering Unmasked Estep 
Score: -12599925.000000 Penalty: 3743.334717
	Iteration 38Q: 3 clusters Score -1.259992e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 81781 members 
Entering Unmasked Estep 
Score: -12600038.000000 Penalty: 3743.334717
	Iteration 39Q: 3 clusters Score -1.260004e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 82268 members 
Entering Unmasked Estep 
Score: -12600178.000000 Penalty: 3743.334717
	Iteration 40F: 3 clusters Score -1.260018e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 82748 members 
Entering Unmasked Estep 
Score: -12600236.000000 Penalty: 3743.334717
	Iteration 41Q: 3 clusters Score -1.260024e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 83206 members 
Entering Unmasked Estep 
Score: -12600292.000000 Penalty: 3743.334717
	Iteration 42Q: 3 clusters Score -1.260029e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 83660 members 
Entering Unmasked Estep 
Score: -12600330.000000 Penalty: 3743.334717
	Iteration 43Q: 3 clusters Score -1.260033e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 84110 members 
Entering Unmasked Estep 
Score: -12600442.000000 Penalty: 3743.334717
	Iteration 44Q: 3 clusters Score -1.260044e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 84552 members 
Entering Unmasked Estep 
Score: -12600523.000000 Penalty: 3743.334717
	Iteration 45Q: 3 clusters Score -1.260052e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 84973 members 
Entering Unmasked Estep 
Score: -12600607.000000 Penalty: 3743.334717
	Iteration 46Q: 3 clusters Score -1.260061e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 85404 members 
Entering Unmasked Estep 
Score: -12600651.000000 Penalty: 3743.334717
	Iteration 47Q: 3 clusters Score -1.260065e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 85860 members 
Entering Unmasked Estep 
Score: -12600748.000000 Penalty: 3743.334717
	Iteration 48Q: 3 clusters Score -1.260075e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 86343 members 
Entering Unmasked Estep 
Score: -12600842.000000 Penalty: 3743.334717
	Iteration 49Q: 3 clusters Score -1.260084e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 86808 members 
Entering Unmasked Estep 
Score: -12600888.000000 Penalty: 3743.334717
	Iteration 50Q: 3 clusters Score -1.260089e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 87269 members 
Entering Unmasked Estep 
Score: -12600942.000000 Penalty: 3743.334717
	Iteration 51Q: 3 clusters Score -1.260094e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 87732 members 
Entering Unmasked Estep 
Score: -12601055.000000 Penalty: 3743.334717
	Iteration 52Q: 3 clusters Score -1.260106e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 88191 members 
Entering Unmasked Estep 
Score: -12601162.000000 Penalty: 3743.334717
	Iteration 53Q: 3 clusters Score -1.260116e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 88648 members 
Entering Unmasked Estep 
Score: -12601286.000000 Penalty: 3743.334717
	Iteration 54Q: 3 clusters Score -1.260129e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 89092 members 
Entering Unmasked Estep 
Score: -12601363.000000 Penalty: 3743.334717
	Iteration 55Q: 3 clusters Score -1.260136e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 89521 members 
Entering Unmasked Estep 
Score: -12601452.000000 Penalty: 3743.334717
	Iteration 56Q: 3 clusters Score -1.260145e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 89922 members 
Entering Unmasked Estep 
Score: -12601517.000000 Penalty: 3743.334717
	Iteration 57Q: 3 clusters Score -1.260152e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 90312 members 
Entering Unmasked Estep 
Score: -12601571.000000 Penalty: 3743.334717
	Iteration 58Q: 3 clusters Score -1.260157e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 90693 members 
Entering Unmasked Estep 
Score: -12601678.000000 Penalty: 3743.334717
	Iteration 59Q: 3 clusters Score -1.260168e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 91086 members 
Entering Unmasked Estep 
Score: -12601760.000000 Penalty: 3743.334717
	Iteration 60F: 3 clusters Score -1.260176e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 91497 members 
Entering Unmasked Estep 
Score: -12601898.000000 Penalty: 3743.334717
	Iteration 61Q: 3 clusters Score -1.26019e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 91910 members 
Entering Unmasked Estep 
Score: -12601993.000000 Penalty: 3743.334717
	Iteration 62Q: 3 clusters Score -1.260199e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 92313 members 
Entering Unmasked Estep 
Score: -12602118.000000 Penalty: 3743.334717
	Iteration 63Q: 3 clusters Score -1.260212e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 92750 members 
Entering Unmasked Estep 
Score: -12602211.000000 Penalty: 3743.334717
	Iteration 64Q: 3 clusters Score -1.260221e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 93180 members 
Entering Unmasked Estep 
Score: -12602359.000000 Penalty: 3743.334717
	Iteration 65Q: 3 clusters Score -1.260236e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 93582 members 
Entering Unmasked Estep 
Score: -12602486.000000 Penalty: 3743.334717
	Iteration 66Q: 3 clusters Score -1.260249e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 93962 members 
Entering Unmasked Estep 
Score: -12602550.000000 Penalty: 3743.334717
	Iteration 67Q: 3 clusters Score -1.260255e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 94391 members 
Entering Unmasked Estep 
Score: -12602679.000000 Penalty: 3743.334717
	Iteration 68Q: 3 clusters Score -1.260268e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 94815 members 
Entering Unmasked Estep 
Score: -12602822.000000 Penalty: 3743.334717
	Iteration 69Q: 3 clusters Score -1.260282e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 95213 members 
Entering Unmasked Estep 
Score: -12602893.000000 Penalty: 3743.334717
	Iteration 70Q: 3 clusters Score -1.260289e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 95580 members 
Entering Unmasked Estep 
Score: -12603001.000000 Penalty: 3743.334717
	Iteration 71Q: 3 clusters Score -1.2603e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 95885 members 
Entering Unmasked Estep 
Score: -12603006.000000 Penalty: 3743.334717
	Iteration 72Q: 3 clusters Score -1.260301e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 96204 members 
Entering Unmasked Estep 
Score: -12602999.000000 Penalty: 3743.334717
	Iteration 73Q: 3 clusters Score -1.2603e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 96516 members 
Entering Unmasked Estep 
Score: -12603056.000000 Penalty: 3743.334717
	Iteration 74Q: 3 clusters Score -1.260306e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 96783 members 
Entering Unmasked Estep 
Score: -12603066.000000 Penalty: 3743.334717
	Iteration 75Q: 3 clusters Score -1.260307e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 97028 members 
Entering Unmasked Estep 
Score: -12603118.000000 Penalty: 3743.334717
	Iteration 76Q: 3 clusters Score -1.260312e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 97266 members 
Entering Unmasked Estep 
Score: -12603152.000000 Penalty: 3743.334717
	Iteration 77Q: 3 clusters Score -1.260315e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 97484 members 
Entering Unmasked Estep 
Score: -12603182.000000 Penalty: 3743.334717
	Iteration 78Q: 3 clusters Score -1.260318e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 97687 members 
Entering Unmasked Estep 
Score: -12603202.000000 Penalty: 3743.334717
	Iteration 79Q: 3 clusters Score -1.26032e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 97862 members 
Entering Unmasked Estep 
Score: -12603188.000000 Penalty: 3743.334717
	Iteration 80F: 3 clusters Score -1.260319e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 98020 members 
Entering Unmasked Estep 
Score: -12603209.000000 Penalty: 3743.334717
	Iteration 81Q: 3 clusters Score -1.260321e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 98160 members 
Entering Unmasked Estep 
Score: -12603218.000000 Penalty: 3743.334717
	Iteration 82Q: 3 clusters Score -1.260322e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 98270 members 
Entering Unmasked Estep 
Score: -12603237.000000 Penalty: 3743.334717
	Iteration 83Q: 3 clusters Score -1.260324e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 98380 members 
Entering Unmasked Estep 
Score: -12603281.000000 Penalty: 3743.334717
	Iteration 84Q: 3 clusters Score -1.260328e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 98474 members 
Entering Unmasked Estep 
Score: -12603309.000000 Penalty: 3743.334717
	Iteration 85Q: 3 clusters Score -1.260331e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 98559 members 
Entering Unmasked Estep 
Score: -12603325.000000 Penalty: 3743.334717
	Iteration 86Q: 3 clusters Score -1.260332e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 98621 members 
Entering Unmasked Estep 
Score: -12603290.000000 Penalty: 3743.334717
	Iteration 87Q: 3 clusters Score -1.260329e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 98684 members 
Entering Unmasked Estep 
Score: -12603310.000000 Penalty: 3743.334717
	Iteration 88Q: 3 clusters Score -1.260331e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 98738 members 
Entering Unmasked Estep 
Score: -12603326.000000 Penalty: 3743.334717
	Iteration 89Q: 3 clusters Score -1.260333e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 98792 members 
Entering Unmasked Estep 
Score: -12603330.000000 Penalty: 3743.334717
	Iteration 90Q: 3 clusters Score -1.260333e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 98831 members 
Entering Unmasked Estep 
Score: -12603344.000000 Penalty: 3743.334717
	Iteration 91Q: 3 clusters Score -1.260334e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 98869 members 
Entering Unmasked Estep 
Score: -12603373.000000 Penalty: 3743.334717
	Iteration 92Q: 3 clusters Score -1.260337e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 98905 members 
Entering Unmasked Estep 
Score: -12603371.000000 Penalty: 3743.334717
	Iteration 93Q: 3 clusters Score -1.260337e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 98939 members 
Entering Unmasked Estep 
Score: -12603356.000000 Penalty: 3743.334717
	Iteration 94Q: 3 clusters Score -1.260336e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 98969 members 
Entering Unmasked Estep 
Score: -12603351.000000 Penalty: 3743.334717
	Iteration 95Q: 3 clusters Score -1.260335e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 98996 members 
Entering Unmasked Estep 
Score: -12603342.000000 Penalty: 3743.334717
	Iteration 96Q: 3 clusters Score -1.260334e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 99022 members 
Entering Unmasked Estep 
Score: -12603364.000000 Penalty: 3743.334717
	Iteration 97Q: 3 clusters Score -1.260336e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 99045 members 
Entering Unmasked Estep 
Score: -12603353.000000 Penalty: 3743.334717
	Iteration 98Q: 3 clusters Score -1.260335e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 99065 members 
Entering Unmasked Estep 
Score: -12603374.000000 Penalty: 3743.334717
	Iteration 99Q: 3 clusters Score -1.260337e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 99082 members 
Entering Unmasked Estep 
Score: -12603377.000000 Penalty: 3743.334717
	Iteration 100F: 3 clusters Score -1.260338e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 99103 members 
Entering Unmasked Estep 
Score: -12603389.000000 Penalty: 3743.334717
	Iteration 101Q: 3 clusters Score -1.260339e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 99128 members 
Entering Unmasked Estep 
Score: -12603383.000000 Penalty: 3743.334717
	Iteration 102Q: 3 clusters Score -1.260338e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 99154 members 
Entering Unmasked Estep 
Score: -12603398.000000 Penalty: 3743.334717
	Iteration 103Q: 3 clusters Score -1.26034e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 99173 members 
Entering Unmasked Estep 
Score: -12603413.000000 Penalty: 3743.334717
	Iteration 104Q: 3 clusters Score -1.260341e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 99187 members 
Entering Unmasked Estep 
Score: -12603419.000000 Penalty: 3743.334717
	Iteration 105Q: 3 clusters Score -1.260342e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 99197 members 
Entering Unmasked Estep 
Score: -12603407.000000 Penalty: 3743.334717
	Iteration 106Q: 3 clusters Score -1.260341e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 99203 members 
Entering Unmasked Estep 
Score: -12603416.000000 Penalty: 3743.334717
	Iteration 107Q: 3 clusters Score -1.260342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 99209 members 
Entering Unmasked Estep 
Score: -12603409.000000 Penalty: 3743.334717
	Iteration 108Q: 3 clusters Score -1.260341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 99214 members 
Entering Unmasked Estep 
Score: -12603418.000000 Penalty: 3743.334717
	Iteration 109Q: 3 clusters Score -1.260342e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 99227 members 
Entering Unmasked Estep 
Score: -12603415.000000 Penalty: 3743.334717
	Iteration 110Q: 3 clusters Score -1.260342e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 99235 members 
Entering Unmasked Estep 
Score: -12603401.000000 Penalty: 3743.334717
	Iteration 111Q: 3 clusters Score -1.26034e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 99245 members 
Entering Unmasked Estep 
Score: -12603387.000000 Penalty: 3743.334717
	Iteration 112Q: 3 clusters Score -1.260339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 99251 members 
Entering Unmasked Estep 
Score: -12603388.000000 Penalty: 3743.334717
	Iteration 113Q: 3 clusters Score -1.260339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 99257 members 
Entering Unmasked Estep 
Score: -12603392.000000 Penalty: 3743.334717
	Iteration 114Q: 3 clusters Score -1.260339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 99259 members 
Entering Unmasked Estep 
Score: -12603389.000000 Penalty: 3743.334717
	Iteration 115Q: 3 clusters Score -1.260339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 99265 members 
Entering Unmasked Estep 
Score: -12603396.000000 Penalty: 3743.334717
	Iteration 116Q: 3 clusters Score -1.26034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 99271 members 
Entering Unmasked Estep 
Score: -12603388.000000 Penalty: 3743.334717
	Iteration 117Q: 3 clusters Score -1.260339e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 99278 members 
Entering Unmasked Estep 
Score: -12603388.000000 Penalty: 3743.334717
	Iteration 118Q: 3 clusters Score -1.260339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 99281 members 
Entering Unmasked Estep 
Score: -12603397.000000 Penalty: 3743.334717
	Iteration 119Q: 3 clusters Score -1.26034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 99284 members 
Entering Unmasked Estep 
Score: -12603391.000000 Penalty: 3743.334717
	Iteration 120F: 3 clusters Score -1.260339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 99286 members 
Entering Unmasked Estep 
Score: -12603395.000000 Penalty: 3743.334717
	Iteration 121Q: 3 clusters Score -1.26034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 99291 members 
Entering Unmasked Estep 
Score: -12603383.000000 Penalty: 3743.334717
	Iteration 122Q: 3 clusters Score -1.260338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 99297 members 
Entering Unmasked Estep 
Score: -12603387.000000 Penalty: 3743.334717
	Iteration 123Q: 3 clusters Score -1.260339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 99299 members 
Entering Unmasked Estep 
Score: -12603390.000000 Penalty: 3743.334717
	Iteration 124Q: 3 clusters Score -1.260339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 99299 members 
Entering Unmasked Estep 
Score: -12603390.000000 Penalty: 3743.334717
	Iteration 125Q: 3 clusters Score -1.260339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 99301 members 
Entering Unmasked Estep 
Score: -12603389.000000 Penalty: 3743.334717
	Iteration 126Q: 3 clusters Score -1.260339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 99303 members 
Entering Unmasked Estep 
Score: -12603390.000000 Penalty: 3743.334717
	Iteration 127Q: 3 clusters Score -1.260339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 99306 members 
Entering Unmasked Estep 
Score: -12603400.000000 Penalty: 3743.334717
	Iteration 128Q: 3 clusters Score -1.26034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 99306 members 
Entering Unmasked Estep 
Score: -12603400.000000 Penalty: 3743.334717
	Iteration 129F: 3 clusters Score -1.26034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (62246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62246 members 
Entering Unmasked Estep 
Score: -7736923.000000 Penalty: 1793.813110
	Iteration 0F: 2 clusters Score -7736923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -7695424.000000 Penalty: 3587.626221
	Iteration 0F: 3 clusters Score -7695424 nChanged 29354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -7712114.500000 Penalty: 3587.626221
	Iteration 1F: 3 clusters Score -7712114 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -7712887.000000 Penalty: 3587.626221
	Iteration 2Q: 3 clusters Score -7712887 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -7713845.000000 Penalty: 3587.626221
	Iteration 3Q: 3 clusters Score -7713845 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -7715237.500000 Penalty: 3587.626221
	Iteration 4Q: 3 clusters Score -7715238 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -7716795.500000 Penalty: 3587.626221
	Iteration 5F: 3 clusters Score -7716796 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -7718708.000000 Penalty: 3587.626221
	Iteration 6F: 3 clusters Score -7718708 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -7720699.000000 Penalty: 3587.626221
	Iteration 7F: 3 clusters Score -7720699 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -7722673.500000 Penalty: 3587.626221
	Iteration 8F: 3 clusters Score -7722674 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -7724663.500000 Penalty: 3587.626221
	Iteration 9F: 3 clusters Score -7724664 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -7726483.500000 Penalty: 3587.626221
	Iteration 10Q: 3 clusters Score -7726484 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -7727768.000000 Penalty: 3587.626221
	Iteration 11Q: 3 clusters Score -7727768 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -7728633.000000 Penalty: 3587.626221
	Iteration 12Q: 3 clusters Score -7728633 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -7729203.000000 Penalty: 3587.626221
	Iteration 13Q: 3 clusters Score -7729203 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -7729631.000000 Penalty: 3587.626221
	Iteration 14Q: 3 clusters Score -7729631 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -7729920.500000 Penalty: 3587.626221
	Iteration 15Q: 3 clusters Score -7729920 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -7730220.500000 Penalty: 3587.626221
	Iteration 16Q: 3 clusters Score -7730220 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -7730473.500000 Penalty: 3587.626221
	Iteration 17Q: 3 clusters Score -7730474 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -7730752.500000 Penalty: 3587.626221
	Iteration 18Q: 3 clusters Score -7730752 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -7730956.000000 Penalty: 3587.626221
	Iteration 19Q: 3 clusters Score -7730956 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47522 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -7731229.000000 Penalty: 3587.626221
	Iteration 20F: 3 clusters Score -7731229 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -7731437.500000 Penalty: 3587.626221
	Iteration 21Q: 3 clusters Score -7731438 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -7731693.000000 Penalty: 3587.626221
	Iteration 22Q: 3 clusters Score -7731693 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49524 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -7731891.500000 Penalty: 3587.626221
	Iteration 23Q: 3 clusters Score -7731892 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50143 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -7732118.500000 Penalty: 3587.626221
	Iteration 24Q: 3 clusters Score -7732118 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50790 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -7732351.500000 Penalty: 3587.626221
	Iteration 25Q: 3 clusters Score -7732352 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51412 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -7732534.500000 Penalty: 3587.626221
	Iteration 26Q: 3 clusters Score -7732534 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51992 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -7732747.000000 Penalty: 3587.626221
	Iteration 27Q: 3 clusters Score -7732747 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52564 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -7732959.000000 Penalty: 3587.626221
	Iteration 28Q: 3 clusters Score -7732959 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53116 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -7733144.500000 Penalty: 3587.626221
	Iteration 29Q: 3 clusters Score -7733144 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -7733290.000000 Penalty: 3587.626221
	Iteration 30Q: 3 clusters Score -7733290 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54180 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -7733442.000000 Penalty: 3587.626221
	Iteration 31Q: 3 clusters Score -7733442 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -7733591.000000 Penalty: 3587.626221
	Iteration 32Q: 3 clusters Score -7733591 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55114 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -7733750.000000 Penalty: 3587.626221
	Iteration 33Q: 3 clusters Score -7733750 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55601 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -7733916.500000 Penalty: 3587.626221
	Iteration 34Q: 3 clusters Score -7733916 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56059 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -7734064.500000 Penalty: 3587.626221
	Iteration 35Q: 3 clusters Score -7734064 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56527 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -7734212.000000 Penalty: 3587.626221
	Iteration 36Q: 3 clusters Score -7734212 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56919 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -7734306.000000 Penalty: 3587.626221
	Iteration 37Q: 3 clusters Score -7734306 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57293 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -7734420.500000 Penalty: 3587.626221
	Iteration 38Q: 3 clusters Score -7734420 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57641 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -7734540.500000 Penalty: 3587.626221
	Iteration 39Q: 3 clusters Score -7734540 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57974 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -7734607.500000 Penalty: 3587.626221
	Iteration 40F: 3 clusters Score -7734608 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58290 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -7734727.500000 Penalty: 3587.626221
	Iteration 41Q: 3 clusters Score -7734728 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58599 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -7734856.500000 Penalty: 3587.626221
	Iteration 42Q: 3 clusters Score -7734856 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58856 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -7734927.500000 Penalty: 3587.626221
	Iteration 43Q: 3 clusters Score -7734928 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59091 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -7734993.500000 Penalty: 3587.626221
	Iteration 44Q: 3 clusters Score -7734994 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59290 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -7735039.500000 Penalty: 3587.626221
	Iteration 45Q: 3 clusters Score -7735040 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59448 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -7735085.500000 Penalty: 3587.626221
	Iteration 46Q: 3 clusters Score -7735086 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59589 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -7735104.000000 Penalty: 3587.626221
	Iteration 47Q: 3 clusters Score -7735104 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59727 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -7735133.500000 Penalty: 3587.626221
	Iteration 48Q: 3 clusters Score -7735134 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59840 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -7735175.000000 Penalty: 3587.626221
	Iteration 49Q: 3 clusters Score -7735175 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59943 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -7735194.500000 Penalty: 3587.626221
	Iteration 50Q: 3 clusters Score -7735194 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60028 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -7735221.500000 Penalty: 3587.626221
	Iteration 51Q: 3 clusters Score -7735222 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60104 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -7735242.500000 Penalty: 3587.626221
	Iteration 52Q: 3 clusters Score -7735242 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60178 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -7735263.000000 Penalty: 3587.626221
	Iteration 53Q: 3 clusters Score -7735263 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60260 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -7735285.500000 Penalty: 3587.626221
	Iteration 54Q: 3 clusters Score -7735286 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60335 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -7735303.000000 Penalty: 3587.626221
	Iteration 55Q: 3 clusters Score -7735303 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60401 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -7735325.500000 Penalty: 3587.626221
	Iteration 56Q: 3 clusters Score -7735326 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60459 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -7735331.500000 Penalty: 3587.626221
	Iteration 57Q: 3 clusters Score -7735332 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60512 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -7735349.000000 Penalty: 3587.626221
	Iteration 58Q: 3 clusters Score -7735349 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60566 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -7735363.000000 Penalty: 3587.626221
	Iteration 59Q: 3 clusters Score -7735363 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60618 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -7735381.000000 Penalty: 3587.626221
	Iteration 60F: 3 clusters Score -7735381 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60672 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -7735393.000000 Penalty: 3587.626221
	Iteration 61Q: 3 clusters Score -7735393 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60710 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -7735409.500000 Penalty: 3587.626221
	Iteration 62Q: 3 clusters Score -7735410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60745 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -7735427.000000 Penalty: 3587.626221
	Iteration 63Q: 3 clusters Score -7735427 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60780 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -7735445.000000 Penalty: 3587.626221
	Iteration 64Q: 3 clusters Score -7735445 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60824 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -7735444.000000 Penalty: 3587.626221
	Iteration 65Q: 3 clusters Score -7735444 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60863 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -7735447.500000 Penalty: 3587.626221
	Iteration 66Q: 3 clusters Score -7735448 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60898 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -7735446.500000 Penalty: 3587.626221
	Iteration 67Q: 3 clusters Score -7735446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60921 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -7735456.500000 Penalty: 3587.626221
	Iteration 68Q: 3 clusters Score -7735456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60945 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -7735460.000000 Penalty: 3587.626221
	Iteration 69Q: 3 clusters Score -7735460 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60975 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -7735465.000000 Penalty: 3587.626221
	Iteration 70Q: 3 clusters Score -7735465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60989 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -7735465.000000 Penalty: 3587.626221
	Iteration 71Q: 3 clusters Score -7735465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61004 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -7735475.000000 Penalty: 3587.626221
	Iteration 72Q: 3 clusters Score -7735475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61015 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -7735482.000000 Penalty: 3587.626221
	Iteration 73Q: 3 clusters Score -7735482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61030 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -7735481.000000 Penalty: 3587.626221
	Iteration 74Q: 3 clusters Score -7735481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61045 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -7735482.000000 Penalty: 3587.626221
	Iteration 75Q: 3 clusters Score -7735482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61065 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -7735479.500000 Penalty: 3587.626221
	Iteration 76Q: 3 clusters Score -7735480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61081 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -7735488.000000 Penalty: 3587.626221
	Iteration 77Q: 3 clusters Score -7735488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61091 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -7735490.500000 Penalty: 3587.626221
	Iteration 78Q: 3 clusters Score -7735490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61099 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -7735487.000000 Penalty: 3587.626221
	Iteration 79Q: 3 clusters Score -7735487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61106 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -7735483.500000 Penalty: 3587.626221
	Iteration 80F: 3 clusters Score -7735484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61112 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -7735484.500000 Penalty: 3587.626221
	Iteration 81Q: 3 clusters Score -7735484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61124 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -7735487.500000 Penalty: 3587.626221
	Iteration 82Q: 3 clusters Score -7735488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61137 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -7735495.500000 Penalty: 3587.626221
	Iteration 83Q: 3 clusters Score -7735496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61148 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -7735500.000000 Penalty: 3587.626221
	Iteration 84Q: 3 clusters Score -7735500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61160 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -7735501.000000 Penalty: 3587.626221
	Iteration 85Q: 3 clusters Score -7735501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61167 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -7735498.000000 Penalty: 3587.626221
	Iteration 86Q: 3 clusters Score -7735498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61174 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -7735504.500000 Penalty: 3587.626221
	Iteration 87Q: 3 clusters Score -7735504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61179 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -7735501.500000 Penalty: 3587.626221
	Iteration 88Q: 3 clusters Score -7735502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61184 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7735507.500000 Penalty: 3587.626221
	Iteration 89Q: 3 clusters Score -7735508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61186 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7735506.500000 Penalty: 3587.626221
	Iteration 90Q: 3 clusters Score -7735506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61186 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7735506.500000 Penalty: 3587.626221
	Iteration 91F: 3 clusters Score -7735506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Entering Unmasked Estep 
Score: -1719610.500000 Penalty: 1550.717407
	Iteration 0F: 2 clusters Score -1719610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1709954.375000 Penalty: 3101.434814
	Iteration 0F: 3 clusters Score -1709954 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1713253.750000 Penalty: 3101.434814
	Iteration 1F: 3 clusters Score -1713254 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1713657.375000 Penalty: 3101.434814
	Iteration 2F: 3 clusters Score -1713657 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1714145.750000 Penalty: 3101.434814
	Iteration 3F: 3 clusters Score -1714146 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1714771.125000 Penalty: 3101.434814
	Iteration 4F: 3 clusters Score -1714771 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1715761.375000 Penalty: 3101.434814
	Iteration 5F: 3 clusters Score -1715761 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1717218.250000 Penalty: 3101.434814
	Iteration 6F: 3 clusters Score -1717218 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1718790.625000 Penalty: 3101.434814
	Iteration 7F: 3 clusters Score -1718791 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1720358.875000 Penalty: 3101.434814
	Iteration 8F: 3 clusters Score -1720359 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1721855.500000 Penalty: 3101.434814
	Iteration 9F: 3 clusters Score -1721856 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1723561.375000 Penalty: 3101.434814
	Iteration 10F: 3 clusters Score -1723561 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1725367.625000 Penalty: 3101.434814
	Iteration 11Q: 3 clusters Score -1725368 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1725561.250000 Penalty: 3101.434814
	Iteration 12Q: 3 clusters Score -1725561 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1725580.125000 Penalty: 3101.434814
	Iteration 13Q: 3 clusters Score -1725580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1725581.375000 Penalty: 3101.434814
	Iteration 14Q: 3 clusters Score -1725581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1725588.250000 Penalty: 3101.434814
	Iteration 15Q: 3 clusters Score -1725588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1725590.625000 Penalty: 3101.434814
	Iteration 16Q: 3 clusters Score -1725591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1725593.750000 Penalty: 3101.434814
	Iteration 17Q: 3 clusters Score -1725594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1725598.375000 Penalty: 3101.434814
	Iteration 18Q: 3 clusters Score -1725598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1725599.875000 Penalty: 3101.434814
	Iteration 19Q: 3 clusters Score -1725600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1725607.125000 Penalty: 3101.434814
	Iteration 20F: 3 clusters Score -1725607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1725610.250000 Penalty: 3101.434814
	Iteration 21Q: 3 clusters Score -1725610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1725609.250000 Penalty: 3101.434814
	Iteration 22Q: 3 clusters Score -1725609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1725614.375000 Penalty: 3101.434814
	Iteration 23Q: 3 clusters Score -1725614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1725614.375000 Penalty: 3101.434814
	Iteration 24Q: 3 clusters Score -1725614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1725617.250000 Penalty: 3101.434814
	Iteration 25Q: 3 clusters Score -1725617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1725614.875000 Penalty: 3101.434814
	Iteration 26Q: 3 clusters Score -1725615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1725613.375000 Penalty: 3101.434814
	Iteration 27Q: 3 clusters Score -1725613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1725615.125000 Penalty: 3101.434814
	Iteration 28Q: 3 clusters Score -1725615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1725615.125000 Penalty: 3101.434814
	Iteration 29F: 3 clusters Score -1725615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 105146 members 
Mstep: Class 3 contains 5851 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 5 contains 9464 members 
Mstep: Class 6 contains 53012 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 7266 members 
Mstep: Class 9 contains 68608 members 
Mstep: Class 10 contains 83638 members 
Mstep: Class 11 contains 100504 members 
Mstep: Class 12 contains 62246 members 
Mstep: Class 13 contains 4416 members 
Mstep: Class 14 contains 106853 members 
Mstep: Class 15 contains 3416 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 701 members 
Mstep: Class 18 contains 119098 members 
Mstep: Class 19 contains 4926 members 
Mstep: Class 20 contains 27710 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 1597 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6227 members 
Mstep: Class 25 contains 84044 members 
Mstep: Class 26 contains 1847 members 
Mstep: Class 27 contains 5072 members 
Mstep: Class 28 contains 4905 members 
Mstep: Class 29 contains 10364 members 
Mstep: Class 30 contains 1988 members 
Mstep: Class 31 contains 855 members 
Mstep: Class 32 contains 250 members 
Mstep: Class 33 contains 10577 members 
Mstep: Class 34 contains 8727 members 
Mstep: Class 35 contains 9529 members 
Entering Unmasked Estep 
Score: -111738560.000000 Penalty: 78091.835938
Splitting cluster 13 changes total score from -111721616.000000 to -111738560.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 14 (106853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106853 members 
Entering Unmasked Estep 
Score: -13456815.000000 Penalty: 1881.621460
	Iteration 0F: 2 clusters Score -1.345682e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53742 members 
Mstep: Class 2 contains 53111 members 
Entering Unmasked Estep 
Score: -13389421.000000 Penalty: 3763.242920
	Iteration 0F: 3 clusters Score -1.338942e+07 nChanged 51446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58996 members 
Mstep: Class 2 contains 47857 members 
Entering Unmasked Estep 
Score: -13419873.000000 Penalty: 3763.242920
	Iteration 1F: 3 clusters Score -1.341987e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62443 members 
Mstep: Class 2 contains 44410 members 
Entering Unmasked Estep 
Score: -13421302.000000 Penalty: 3763.242920
	Iteration 2Q: 3 clusters Score -1.34213e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67430 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -13423794.000000 Penalty: 3763.242920
	Iteration 3F: 3 clusters Score -1.342379e+07 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74466 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -13428478.000000 Penalty: 3763.242920
	Iteration 4F: 3 clusters Score -1.342848e+07 nChanged 8847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83005 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -13435119.000000 Penalty: 3763.242920
	Iteration 5F: 3 clusters Score -1.343512e+07 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91481 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -13443230.000000 Penalty: 3763.242920
	Iteration 6F: 3 clusters Score -1.344323e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97684 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -13450337.000000 Penalty: 3763.242920
	Iteration 7F: 3 clusters Score -1.345034e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101560 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -13454119.000000 Penalty: 3763.242920
	Iteration 8Q: 3 clusters Score -1.345412e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103830 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -13455231.000000 Penalty: 3763.242920
	Iteration 9Q: 3 clusters Score -1.345523e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105175 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -13455534.000000 Penalty: 3763.242920
	Iteration 10Q: 3 clusters Score -1.345553e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105900 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -13455561.000000 Penalty: 3763.242920
	Iteration 11Q: 3 clusters Score -1.345556e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106241 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -13455501.000000 Penalty: 3763.242920
	Iteration 12Q: 3 clusters Score -1.34555e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106405 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -13455460.000000 Penalty: 3763.242920
	Iteration 13Q: 3 clusters Score -1.345546e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106479 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -13455411.000000 Penalty: 3763.242920
	Iteration 14Q: 3 clusters Score -1.345541e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106526 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -13455426.000000 Penalty: 3763.242920
	Iteration 15Q: 3 clusters Score -1.345543e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106557 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -13455422.000000 Penalty: 3763.242920
	Iteration 16Q: 3 clusters Score -1.345542e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106575 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -13455415.000000 Penalty: 3763.242920
	Iteration 17Q: 3 clusters Score -1.345542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106588 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -13455408.000000 Penalty: 3763.242920
	Iteration 18Q: 3 clusters Score -1.345541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106595 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -13455406.000000 Penalty: 3763.242920
	Iteration 19Q: 3 clusters Score -1.345541e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106601 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -13455408.000000 Penalty: 3763.242920
	Iteration 20F: 3 clusters Score -1.345541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106606 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -13455408.000000 Penalty: 3763.242920
	Iteration 21Q: 3 clusters Score -1.345541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106610 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -13455418.000000 Penalty: 3763.242920
	Iteration 22Q: 3 clusters Score -1.345542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106611 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -13455428.000000 Penalty: 3763.242920
	Iteration 23Q: 3 clusters Score -1.345543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106616 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -13455427.000000 Penalty: 3763.242920
	Iteration 24Q: 3 clusters Score -1.345543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106621 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -13455424.000000 Penalty: 3763.242920
	Iteration 25Q: 3 clusters Score -1.345542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106624 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -13455430.000000 Penalty: 3763.242920
	Iteration 26Q: 3 clusters Score -1.345543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106629 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -13455429.000000 Penalty: 3763.242920
	Iteration 27Q: 3 clusters Score -1.345543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106631 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -13455425.000000 Penalty: 3763.242920
	Iteration 28Q: 3 clusters Score -1.345542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106634 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -13455429.000000 Penalty: 3763.242920
	Iteration 29Q: 3 clusters Score -1.345543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106634 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -13455432.000000 Penalty: 3763.242920
	Iteration 30Q: 3 clusters Score -1.345543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106635 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -13455425.000000 Penalty: 3763.242920
	Iteration 31Q: 3 clusters Score -1.345542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106635 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -13455425.000000 Penalty: 3763.242920
	Iteration 32F: 3 clusters Score -1.345542e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Entering Unmasked Estep 
Score: -416285.625000 Penalty: 1322.136719
	Iteration 0F: 2 clusters Score -416285.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -413297.531250 Penalty: 2644.273438
	Iteration 0F: 3 clusters Score -413297.5 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -414054.625000 Penalty: 2644.273438
	Iteration 1F: 3 clusters Score -414054.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -414213.375000 Penalty: 2644.273438
	Iteration 2F: 3 clusters Score -414213.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -414358.406250 Penalty: 2644.273438
	Iteration 3F: 3 clusters Score -414358.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -414524.843750 Penalty: 2644.273438
	Iteration 4Q: 3 clusters Score -414524.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -414649.218750 Penalty: 2644.273438
	Iteration 5Q: 3 clusters Score -414649.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -414753.843750 Penalty: 2644.273438
	Iteration 6Q: 3 clusters Score -414753.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -414845.156250 Penalty: 2644.273438
	Iteration 7Q: 3 clusters Score -414845.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -414942.031250 Penalty: 2644.273438
	Iteration 8Q: 3 clusters Score -414942 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -415023.500000 Penalty: 2644.273438
	Iteration 9Q: 3 clusters Score -415023.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -415123.187500 Penalty: 2644.273438
	Iteration 10Q: 3 clusters Score -415123.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -415216.343750 Penalty: 2644.273438
	Iteration 11Q: 3 clusters Score -415216.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -415330.968750 Penalty: 2644.273438
	Iteration 12Q: 3 clusters Score -415331 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -415478.500000 Penalty: 2644.273438
	Iteration 13Q: 3 clusters Score -415478.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -415659.687500 Penalty: 2644.273438
	Iteration 14Q: 3 clusters Score -415659.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -415784.062500 Penalty: 2644.273438
	Iteration 15Q: 3 clusters Score -415784.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -415845.500000 Penalty: 2644.273438
	Iteration 16Q: 3 clusters Score -415845.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -415889.687500 Penalty: 2644.273438
	Iteration 17Q: 3 clusters Score -415889.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -415927.343750 Penalty: 2644.273438
	Iteration 18Q: 3 clusters Score -415927.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -415971.375000 Penalty: 2644.273438
	Iteration 19Q: 3 clusters Score -415971.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -416009.218750 Penalty: 2644.273438
	Iteration 20F: 3 clusters Score -416009.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -416040.156250 Penalty: 2644.273438
	Iteration 21Q: 3 clusters Score -416040.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -416058.875000 Penalty: 2644.273438
	Iteration 22Q: 3 clusters Score -416058.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -416072.062500 Penalty: 2644.273438
	Iteration 23Q: 3 clusters Score -416072.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -416083.437500 Penalty: 2644.273438
	Iteration 24Q: 3 clusters Score -416083.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -416092.156250 Penalty: 2644.273438
	Iteration 25Q: 3 clusters Score -416092.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -416095.718750 Penalty: 2644.273438
	Iteration 26Q: 3 clusters Score -416095.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -416097.625000 Penalty: 2644.273438
	Iteration 27Q: 3 clusters Score -416097.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -416097.843750 Penalty: 2644.273438
	Iteration 28Q: 3 clusters Score -416097.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -416099.218750 Penalty: 2644.273438
	Iteration 29Q: 3 clusters Score -416099.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -416099.812500 Penalty: 2644.273438
	Iteration 30Q: 3 clusters Score -416099.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -416101.031250 Penalty: 2644.273438
	Iteration 31Q: 3 clusters Score -416101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -416101.250000 Penalty: 2644.273438
	Iteration 32Q: 3 clusters Score -416101.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -416102.437500 Penalty: 2644.273438
	Iteration 33Q: 3 clusters Score -416102.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -416102.000000 Penalty: 2644.273438
	Iteration 34Q: 3 clusters Score -416102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -416103.093750 Penalty: 2644.273438
	Iteration 35Q: 3 clusters Score -416103.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -416104.000000 Penalty: 2644.273438
	Iteration 36Q: 3 clusters Score -416104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -416104.250000 Penalty: 2644.273438
	Iteration 37Q: 3 clusters Score -416104.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -416104.812500 Penalty: 2644.273438
	Iteration 38Q: 3 clusters Score -416104.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -416104.375000 Penalty: 2644.273438
	Iteration 39Q: 3 clusters Score -416104.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -416104.375000 Penalty: 2644.273438
	Iteration 40F: 3 clusters Score -416104.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Entering Unmasked Estep 
Score: -152333.437500 Penalty: 1183.336914
	Iteration 0F: 2 clusters Score -152333.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -150669.484375 Penalty: 2366.673828
	Iteration 0F: 3 clusters Score -150669.5 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -151511.234375 Penalty: 2366.673828
	Iteration 1F: 3 clusters Score -151511.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -151887.968750 Penalty: 2366.673828
	Iteration 2F: 3 clusters Score -151888 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -152057.921875 Penalty: 2366.673828
	Iteration 3F: 3 clusters Score -152057.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -152156.843750 Penalty: 2366.673828
	Iteration 4Q: 3 clusters Score -152156.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -152194.140625 Penalty: 2366.673828
	Iteration 5Q: 3 clusters Score -152194.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -152210.421875 Penalty: 2366.673828
	Iteration 6Q: 3 clusters Score -152210.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -152226.156250 Penalty: 2366.673828
	Iteration 7Q: 3 clusters Score -152226.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -152232.031250 Penalty: 2366.673828
	Iteration 8Q: 3 clusters Score -152232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -152242.031250 Penalty: 2366.673828
	Iteration 9Q: 3 clusters Score -152242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -152248.234375 Penalty: 2366.673828
	Iteration 10Q: 3 clusters Score -152248.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -152249.578125 Penalty: 2366.673828
	Iteration 11Q: 3 clusters Score -152249.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -152250.734375 Penalty: 2366.673828
	Iteration 12Q: 3 clusters Score -152250.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -152252.234375 Penalty: 2366.673828
	Iteration 13Q: 3 clusters Score -152252.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -152252.234375 Penalty: 2366.673828
	Iteration 14F: 3 clusters Score -152252.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -75778.640625 Penalty: 1064.782471
	Iteration 0F: 2 clusters Score -75778.64 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 338 members 
Entering Unmasked Estep 
Score: -74650.000000 Penalty: 2129.564941
	Iteration 0F: 3 clusters Score -74650 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -74893.195312 Penalty: 2129.564941
	Iteration 1F: 3 clusters Score -74893.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -74986.117188 Penalty: 2129.564941
	Iteration 2F: 3 clusters Score -74986.12 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -75083.710938 Penalty: 2129.564941
	Iteration 3F: 3 clusters Score -75083.71 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -75205.820312 Penalty: 2129.564941
	Iteration 4F: 3 clusters Score -75205.82 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -75320.203125 Penalty: 2129.564941
	Iteration 5F: 3 clusters Score -75320.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -75453.320312 Penalty: 2129.564941
	Iteration 6F: 3 clusters Score -75453.32 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -75638.312500 Penalty: 2129.564941
	Iteration 7F: 3 clusters Score -75638.31 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -75819.835938 Penalty: 2129.564941
	Iteration 8Q: 3 clusters Score -75819.84 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -75979.007812 Penalty: 2129.564941
	Iteration 9Q: 3 clusters Score -75979.01 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -76143.023438 Penalty: 2129.564941
	Iteration 10F: 3 clusters Score -76143.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -76357.398438 Penalty: 2129.564941
	Iteration 11Q: 3 clusters Score -76357.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -76506.242188 Penalty: 2129.564941
	Iteration 12Q: 3 clusters Score -76506.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -76575.804688 Penalty: 2129.564941
	Iteration 13Q: 3 clusters Score -76575.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -76589.859375 Penalty: 2129.564941
	Iteration 14Q: 3 clusters Score -76589.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -76593.085938 Penalty: 2129.564941
	Iteration 15Q: 3 clusters Score -76593.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -76595.015625 Penalty: 2129.564941
	Iteration 16Q: 3 clusters Score -76595.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -76598.148438 Penalty: 2129.564941
	Iteration 17Q: 3 clusters Score -76598.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -76598.148438 Penalty: 2129.564941
	Iteration 18F: 3 clusters Score -76598.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 105146 members 
Mstep: Class 3 contains 5851 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 5 contains 9464 members 
Mstep: Class 6 contains 53012 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 7266 members 
Mstep: Class 9 contains 68608 members 
Mstep: Class 10 contains 83638 members 
Mstep: Class 11 contains 100504 members 
Mstep: Class 12 contains 62246 members 
Mstep: Class 13 contains 4416 members 
Mstep: Class 14 contains 106853 members 
Mstep: Class 15 contains 3416 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 119098 members 
Mstep: Class 19 contains 4926 members 
Mstep: Class 20 contains 27710 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 1597 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6227 members 
Mstep: Class 25 contains 84044 members 
Mstep: Class 26 contains 1847 members 
Mstep: Class 27 contains 5072 members 
Mstep: Class 28 contains 4905 members 
Mstep: Class 29 contains 10364 members 
Mstep: Class 30 contains 1988 members 
Mstep: Class 31 contains 855 members 
Mstep: Class 32 contains 250 members 
Mstep: Class 33 contains 10577 members 
Mstep: Class 34 contains 8727 members 
Mstep: Class 35 contains 9529 members 
Mstep: Class 36 contains 320 members 
Entering Unmasked Estep 
Score: -111738320.000000 Penalty: 80323.031250
Splitting cluster 17 changes total score from -111721616.000000 to -111738320.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 18 (119098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119098 members 
Entering Unmasked Estep 
Score: -15010025.000000 Penalty: 1899.251587
	Iteration 0F: 2 clusters Score -1.501002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59467 members 
Mstep: Class 2 contains 59631 members 
Entering Unmasked Estep 
Score: -14952196.000000 Penalty: 3798.503174
	Iteration 0F: 3 clusters Score -1.49522e+07 nChanged 57291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57034 members 
Mstep: Class 2 contains 62064 members 
Entering Unmasked Estep 
Score: -14985957.000000 Penalty: 3798.503174
	Iteration 1F: 3 clusters Score -1.498596e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55275 members 
Mstep: Class 2 contains 63823 members 
Entering Unmasked Estep 
Score: -14987239.000000 Penalty: 3798.503174
	Iteration 2Q: 3 clusters Score -1.498724e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52479 members 
Mstep: Class 2 contains 66619 members 
Entering Unmasked Estep 
Score: -14989304.000000 Penalty: 3798.503174
	Iteration 3Q: 3 clusters Score -1.49893e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 70660 members 
Entering Unmasked Estep 
Score: -14992408.000000 Penalty: 3798.503174
	Iteration 4F: 3 clusters Score -1.499241e+07 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 75976 members 
Entering Unmasked Estep 
Score: -14996957.000000 Penalty: 3798.503174
	Iteration 5F: 3 clusters Score -1.499696e+07 nChanged 8391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 81933 members 
Entering Unmasked Estep 
Score: -15002855.000000 Penalty: 3798.503174
	Iteration 6F: 3 clusters Score -1.500286e+07 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 87487 members 
Entering Unmasked Estep 
Score: -15009091.000000 Penalty: 3798.503174
	Iteration 7F: 3 clusters Score -1.500909e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 91561 members 
Entering Unmasked Estep 
Score: -15014174.000000 Penalty: 3798.503174
	Iteration 8F: 3 clusters Score -1.501417e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 94822 members 
Entering Unmasked Estep 
Score: -15017216.000000 Penalty: 3798.503174
	Iteration 9Q: 3 clusters Score -1.501722e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 98390 members 
Entering Unmasked Estep 
Score: -15018393.000000 Penalty: 3798.503174
	Iteration 10Q: 3 clusters Score -1.501839e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 102478 members 
Entering Unmasked Estep 
Score: -15017844.000000 Penalty: 3798.503174
	Iteration 11Q: 3 clusters Score -1.501784e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 106687 members 
Entering Unmasked Estep 
Score: -15015940.000000 Penalty: 3798.503174
	Iteration 12Q: 3 clusters Score -1.501594e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 110229 members 
Entering Unmasked Estep 
Score: -15013969.000000 Penalty: 3798.503174
	Iteration 13Q: 3 clusters Score -1.501397e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 112785 members 
Entering Unmasked Estep 
Score: -15012324.000000 Penalty: 3798.503174
	Iteration 14Q: 3 clusters Score -1.501232e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 114348 members 
Entering Unmasked Estep 
Score: -15011466.000000 Penalty: 3798.503174
	Iteration 15Q: 3 clusters Score -1.501147e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 115321 members 
Entering Unmasked Estep 
Score: -15010952.000000 Penalty: 3798.503174
	Iteration 16Q: 3 clusters Score -1.501095e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 115929 members 
Entering Unmasked Estep 
Score: -15010756.000000 Penalty: 3798.503174
	Iteration 17Q: 3 clusters Score -1.501076e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 116321 members 
Entering Unmasked Estep 
Score: -15010649.000000 Penalty: 3798.503174
	Iteration 18Q: 3 clusters Score -1.501065e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 116570 members 
Entering Unmasked Estep 
Score: -15010580.000000 Penalty: 3798.503174
	Iteration 19Q: 3 clusters Score -1.501058e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 116745 members 
Entering Unmasked Estep 
Score: -15010548.000000 Penalty: 3798.503174
	Iteration 20F: 3 clusters Score -1.501055e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 116821 members 
Entering Unmasked Estep 
Score: -15010642.000000 Penalty: 3798.503174
	Iteration 21Q: 3 clusters Score -1.501064e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 116881 members 
Entering Unmasked Estep 
Score: -15010716.000000 Penalty: 3798.503174
	Iteration 22Q: 3 clusters Score -1.501072e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 116899 members 
Entering Unmasked Estep 
Score: -15010771.000000 Penalty: 3798.503174
	Iteration 23Q: 3 clusters Score -1.501077e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 116925 members 
Entering Unmasked Estep 
Score: -15010868.000000 Penalty: 3798.503174
	Iteration 24Q: 3 clusters Score -1.501087e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 116938 members 
Entering Unmasked Estep 
Score: -15010930.000000 Penalty: 3798.503174
	Iteration 25Q: 3 clusters Score -1.501093e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 116939 members 
Entering Unmasked Estep 
Score: -15010950.000000 Penalty: 3798.503174
	Iteration 26Q: 3 clusters Score -1.501095e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 116936 members 
Entering Unmasked Estep 
Score: -15010949.000000 Penalty: 3798.503174
	Iteration 27Q: 3 clusters Score -1.501095e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 116951 members 
Entering Unmasked Estep 
Score: -15010941.000000 Penalty: 3798.503174
	Iteration 28Q: 3 clusters Score -1.501094e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 116954 members 
Entering Unmasked Estep 
Score: -15010958.000000 Penalty: 3798.503174
	Iteration 29Q: 3 clusters Score -1.501096e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 116949 members 
Entering Unmasked Estep 
Score: -15010937.000000 Penalty: 3798.503174
	Iteration 30Q: 3 clusters Score -1.501094e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 116933 members 
Entering Unmasked Estep 
Score: -15010970.000000 Penalty: 3798.503174
	Iteration 31Q: 3 clusters Score -1.501097e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 116910 members 
Entering Unmasked Estep 
Score: -15010990.000000 Penalty: 3798.503174
	Iteration 32Q: 3 clusters Score -1.501099e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 116898 members 
Entering Unmasked Estep 
Score: -15010997.000000 Penalty: 3798.503174
	Iteration 33Q: 3 clusters Score -1.5011e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 116882 members 
Entering Unmasked Estep 
Score: -15011032.000000 Penalty: 3798.503174
	Iteration 34Q: 3 clusters Score -1.501103e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 116880 members 
Entering Unmasked Estep 
Score: -15011037.000000 Penalty: 3798.503174
	Iteration 35Q: 3 clusters Score -1.501104e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 116877 members 
Entering Unmasked Estep 
Score: -15011033.000000 Penalty: 3798.503174
	Iteration 36Q: 3 clusters Score -1.501103e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 116872 members 
Entering Unmasked Estep 
Score: -15011040.000000 Penalty: 3798.503174
	Iteration 37Q: 3 clusters Score -1.501104e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 116876 members 
Entering Unmasked Estep 
Score: -15011026.000000 Penalty: 3798.503174
	Iteration 38Q: 3 clusters Score -1.501103e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 116872 members 
Entering Unmasked Estep 
Score: -15011031.000000 Penalty: 3798.503174
	Iteration 39Q: 3 clusters Score -1.501103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 116870 members 
Entering Unmasked Estep 
Score: -15011038.000000 Penalty: 3798.503174
	Iteration 40F: 3 clusters Score -1.501104e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 116849 members 
Entering Unmasked Estep 
Score: -15011067.000000 Penalty: 3798.503174
	Iteration 41Q: 3 clusters Score -1.501107e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 116834 members 
Entering Unmasked Estep 
Score: -15011071.000000 Penalty: 3798.503174
	Iteration 42Q: 3 clusters Score -1.501107e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 116814 members 
Entering Unmasked Estep 
Score: -15011114.000000 Penalty: 3798.503174
	Iteration 43Q: 3 clusters Score -1.501111e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 116798 members 
Entering Unmasked Estep 
Score: -15011132.000000 Penalty: 3798.503174
	Iteration 44Q: 3 clusters Score -1.501113e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 116782 members 
Entering Unmasked Estep 
Score: -15011144.000000 Penalty: 3798.503174
	Iteration 45Q: 3 clusters Score -1.501114e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 116769 members 
Entering Unmasked Estep 
Score: -15011157.000000 Penalty: 3798.503174
	Iteration 46Q: 3 clusters Score -1.501116e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 116752 members 
Entering Unmasked Estep 
Score: -15011192.000000 Penalty: 3798.503174
	Iteration 47Q: 3 clusters Score -1.501119e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 116740 members 
Entering Unmasked Estep 
Score: -15011222.000000 Penalty: 3798.503174
	Iteration 48Q: 3 clusters Score -1.501122e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 116730 members 
Entering Unmasked Estep 
Score: -15011228.000000 Penalty: 3798.503174
	Iteration 49Q: 3 clusters Score -1.501123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 116726 members 
Entering Unmasked Estep 
Score: -15011230.000000 Penalty: 3798.503174
	Iteration 50Q: 3 clusters Score -1.501123e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 116720 members 
Entering Unmasked Estep 
Score: -15011241.000000 Penalty: 3798.503174
	Iteration 51Q: 3 clusters Score -1.501124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 116719 members 
Entering Unmasked Estep 
Score: -15011245.000000 Penalty: 3798.503174
	Iteration 52Q: 3 clusters Score -1.501124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 116717 members 
Entering Unmasked Estep 
Score: -15011241.000000 Penalty: 3798.503174
	Iteration 53Q: 3 clusters Score -1.501124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 116712 members 
Entering Unmasked Estep 
Score: -15011248.000000 Penalty: 3798.503174
	Iteration 54Q: 3 clusters Score -1.501125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 116710 members 
Entering Unmasked Estep 
Score: -15011252.000000 Penalty: 3798.503174
	Iteration 55Q: 3 clusters Score -1.501125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 116710 members 
Entering Unmasked Estep 
Score: -15011252.000000 Penalty: 3798.503174
	Iteration 56F: 3 clusters Score -1.501125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 105146 members 
Mstep: Class 3 contains 5851 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 5 contains 9464 members 
Mstep: Class 6 contains 53012 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 7266 members 
Mstep: Class 9 contains 68608 members 
Mstep: Class 10 contains 83638 members 
Mstep: Class 11 contains 100504 members 
Mstep: Class 12 contains 62246 members 
Mstep: Class 13 contains 4416 members 
Mstep: Class 14 contains 106853 members 
Mstep: Class 15 contains 3416 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 2388 members 
Mstep: Class 19 contains 4926 members 
Mstep: Class 20 contains 27710 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 1597 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 6227 members 
Mstep: Class 25 contains 84044 members 
Mstep: Class 26 contains 1847 members 
Mstep: Class 27 contains 5072 members 
Mstep: Class 28 contains 4905 members 
Mstep: Class 29 contains 10364 members 
Mstep: Class 30 contains 1988 members 
Mstep: Class 31 contains 855 members 
Mstep: Class 32 contains 250 members 
Mstep: Class 33 contains 10577 members 
Mstep: Class 34 contains 8727 members 
Mstep: Class 35 contains 9529 members 
Mstep: Class 36 contains 320 members 
Mstep: Class 37 contains 116710 members 
Entering Unmasked Estep 
Score: -111739320.000000 Penalty: 82554.226562
Splitting cluster 18 changes total score from -111721616.000000 to -111739320.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 19 (4926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Entering Unmasked Estep 
Score: -557504.312500 Penalty: 1381.620850
	Iteration 0F: 2 clusters Score -557504.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -553584.062500 Penalty: 2763.241699
	Iteration 0F: 3 clusters Score -553584.1 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -554873.750000 Penalty: 2763.241699
	Iteration 1F: 3 clusters Score -554873.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -555239.750000 Penalty: 2763.241699
	Iteration 2F: 3 clusters Score -555239.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -555553.125000 Penalty: 2763.241699
	Iteration 3F: 3 clusters Score -555553.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -555840.750000 Penalty: 2763.241699
	Iteration 4F: 3 clusters Score -555840.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -556144.625000 Penalty: 2763.241699
	Iteration 5F: 3 clusters Score -556144.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -556408.812500 Penalty: 2763.241699
	Iteration 6F: 3 clusters Score -556408.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -556602.562500 Penalty: 2763.241699
	Iteration 7Q: 3 clusters Score -556602.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -556737.500000 Penalty: 2763.241699
	Iteration 8Q: 3 clusters Score -556737.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -556808.812500 Penalty: 2763.241699
	Iteration 9Q: 3 clusters Score -556808.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -556858.500000 Penalty: 2763.241699
	Iteration 10Q: 3 clusters Score -556858.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -556899.125000 Penalty: 2763.241699
	Iteration 11Q: 3 clusters Score -556899.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -556925.562500 Penalty: 2763.241699
	Iteration 12Q: 3 clusters Score -556925.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -556949.812500 Penalty: 2763.241699
	Iteration 13Q: 3 clusters Score -556949.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -556977.562500 Penalty: 2763.241699
	Iteration 14Q: 3 clusters Score -556977.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -556992.000000 Penalty: 2763.241699
	Iteration 15Q: 3 clusters Score -556992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -557011.312500 Penalty: 2763.241699
	Iteration 16Q: 3 clusters Score -557011.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -557027.812500 Penalty: 2763.241699
	Iteration 17Q: 3 clusters Score -557027.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -557050.250000 Penalty: 2763.241699
	Iteration 18Q: 3 clusters Score -557050.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -557070.937500 Penalty: 2763.241699
	Iteration 19Q: 3 clusters Score -557070.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -557085.937500 Penalty: 2763.241699
	Iteration 20F: 3 clusters Score -557085.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -557095.375000 Penalty: 2763.241699
	Iteration 21Q: 3 clusters Score -557095.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -557104.187500 Penalty: 2763.241699
	Iteration 22Q: 3 clusters Score -557104.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -557109.125000 Penalty: 2763.241699
	Iteration 23Q: 3 clusters Score -557109.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -557113.812500 Penalty: 2763.241699
	Iteration 24Q: 3 clusters Score -557113.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -557115.750000 Penalty: 2763.241699
	Iteration 25Q: 3 clusters Score -557115.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -557118.312500 Penalty: 2763.241699
	Iteration 26Q: 3 clusters Score -557118.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -557122.062500 Penalty: 2763.241699
	Iteration 27Q: 3 clusters Score -557122.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -557125.250000 Penalty: 2763.241699
	Iteration 28Q: 3 clusters Score -557125.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -557127.125000 Penalty: 2763.241699
	Iteration 29Q: 3 clusters Score -557127.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -557132.687500 Penalty: 2763.241699
	Iteration 30Q: 3 clusters Score -557132.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -557138.875000 Penalty: 2763.241699
	Iteration 31Q: 3 clusters Score -557138.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -557145.250000 Penalty: 2763.241699
	Iteration 32Q: 3 clusters Score -557145.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -557151.625000 Penalty: 2763.241699
	Iteration 33Q: 3 clusters Score -557151.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -557156.437500 Penalty: 2763.241699
	Iteration 34Q: 3 clusters Score -557156.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -557162.000000 Penalty: 2763.241699
	Iteration 35Q: 3 clusters Score -557162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -557167.312500 Penalty: 2763.241699
	Iteration 36Q: 3 clusters Score -557167.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -557172.500000 Penalty: 2763.241699
	Iteration 37Q: 3 clusters Score -557172.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -557175.375000 Penalty: 2763.241699
	Iteration 38Q: 3 clusters Score -557175.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -557180.500000 Penalty: 2763.241699
	Iteration 39Q: 3 clusters Score -557180.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -557182.000000 Penalty: 2763.241699
	Iteration 40F: 3 clusters Score -557182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -557183.125000 Penalty: 2763.241699
	Iteration 41Q: 3 clusters Score -557183.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -557184.250000 Penalty: 2763.241699
	Iteration 42Q: 3 clusters Score -557184.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -557185.875000 Penalty: 2763.241699
	Iteration 43Q: 3 clusters Score -557185.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -557186.375000 Penalty: 2763.241699
	Iteration 44Q: 3 clusters Score -557186.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -557187.437500 Penalty: 2763.241699
	Iteration 45Q: 3 clusters Score -557187.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -557187.562500 Penalty: 2763.241699
	Iteration 46Q: 3 clusters Score -557187.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -557187.750000 Penalty: 2763.241699
	Iteration 47Q: 3 clusters Score -557187.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -557188.062500 Penalty: 2763.241699
	Iteration 48Q: 3 clusters Score -557188.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -557188.812500 Penalty: 2763.241699
	Iteration 49Q: 3 clusters Score -557188.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -557188.812500 Penalty: 2763.241699
	Iteration 50F: 3 clusters Score -557188.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Entering Unmasked Estep 
Score: -3426523.750000 Penalty: 1662.301636
	Iteration 0F: 2 clusters Score -3426524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -3407734.500000 Penalty: 3324.603271
	Iteration 0F: 3 clusters Score -3407734 nChanged 12758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -3414915.250000 Penalty: 3324.603271
	Iteration 1F: 3 clusters Score -3414915 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -3415444.250000 Penalty: 3324.603271
	Iteration 2Q: 3 clusters Score -3415444 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -3416006.750000 Penalty: 3324.603271
	Iteration 3Q: 3 clusters Score -3416007 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -3416698.500000 Penalty: 3324.603271
	Iteration 4F: 3 clusters Score -3416698 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -3417563.250000 Penalty: 3324.603271
	Iteration 5F: 3 clusters Score -3417563 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -3418517.750000 Penalty: 3324.603271
	Iteration 6F: 3 clusters Score -3418518 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -3419620.750000 Penalty: 3324.603271
	Iteration 7F: 3 clusters Score -3419621 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -3420738.500000 Penalty: 3324.603271
	Iteration 8F: 3 clusters Score -3420738 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -3421752.750000 Penalty: 3324.603271
	Iteration 9F: 3 clusters Score -3421753 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -3422611.000000 Penalty: 3324.603271
	Iteration 10Q: 3 clusters Score -3422611 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -3423269.750000 Penalty: 3324.603271
	Iteration 11Q: 3 clusters Score -3423270 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -3423734.750000 Penalty: 3324.603271
	Iteration 12Q: 3 clusters Score -3423735 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -3424074.500000 Penalty: 3324.603271
	Iteration 13Q: 3 clusters Score -3424074 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -3424275.750000 Penalty: 3324.603271
	Iteration 14Q: 3 clusters Score -3424276 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -3424468.750000 Penalty: 3324.603271
	Iteration 15Q: 3 clusters Score -3424469 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -3424610.000000 Penalty: 3324.603271
	Iteration 16Q: 3 clusters Score -3424610 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -3424708.500000 Penalty: 3324.603271
	Iteration 17Q: 3 clusters Score -3424708 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -3424806.000000 Penalty: 3324.603271
	Iteration 18Q: 3 clusters Score -3424806 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3424877.500000 Penalty: 3324.603271
	Iteration 19Q: 3 clusters Score -3424878 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3424948.750000 Penalty: 3324.603271
	Iteration 20F: 3 clusters Score -3424949 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3424990.500000 Penalty: 3324.603271
	Iteration 21Q: 3 clusters Score -3424990 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3425025.000000 Penalty: 3324.603271
	Iteration 22Q: 3 clusters Score -3425025 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3425055.000000 Penalty: 3324.603271
	Iteration 23Q: 3 clusters Score -3425055 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3425100.750000 Penalty: 3324.603271
	Iteration 24Q: 3 clusters Score -3425101 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3425132.250000 Penalty: 3324.603271
	Iteration 25Q: 3 clusters Score -3425132 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3425156.000000 Penalty: 3324.603271
	Iteration 26Q: 3 clusters Score -3425156 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3425178.000000 Penalty: 3324.603271
	Iteration 27Q: 3 clusters Score -3425178 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3425196.500000 Penalty: 3324.603271
	Iteration 28Q: 3 clusters Score -3425196 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3425215.750000 Penalty: 3324.603271
	Iteration 29Q: 3 clusters Score -3425216 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3425221.000000 Penalty: 3324.603271
	Iteration 30Q: 3 clusters Score -3425221 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3425234.750000 Penalty: 3324.603271
	Iteration 31Q: 3 clusters Score -3425235 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3425247.250000 Penalty: 3324.603271
	Iteration 32Q: 3 clusters Score -3425247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3425256.250000 Penalty: 3324.603271
	Iteration 33Q: 3 clusters Score -3425256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3425270.250000 Penalty: 3324.603271
	Iteration 34Q: 3 clusters Score -3425270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3425273.750000 Penalty: 3324.603271
	Iteration 35Q: 3 clusters Score -3425274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3425279.750000 Penalty: 3324.603271
	Iteration 36Q: 3 clusters Score -3425280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3425281.000000 Penalty: 3324.603271
	Iteration 37Q: 3 clusters Score -3425281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3425283.000000 Penalty: 3324.603271
	Iteration 38Q: 3 clusters Score -3425283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3425280.500000 Penalty: 3324.603271
	Iteration 39Q: 3 clusters Score -3425280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3425284.000000 Penalty: 3324.603271
	Iteration 40F: 3 clusters Score -3425284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3425286.500000 Penalty: 3324.603271
	Iteration 41Q: 3 clusters Score -3425286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3425295.000000 Penalty: 3324.603271
	Iteration 42Q: 3 clusters Score -3425295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3425301.250000 Penalty: 3324.603271
	Iteration 43Q: 3 clusters Score -3425301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3425305.500000 Penalty: 3324.603271
	Iteration 44Q: 3 clusters Score -3425306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3425307.250000 Penalty: 3324.603271
	Iteration 45Q: 3 clusters Score -3425307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3425302.000000 Penalty: 3324.603271
	Iteration 46Q: 3 clusters Score -3425302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3425302.500000 Penalty: 3324.603271
	Iteration 47Q: 3 clusters Score -3425302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3425307.250000 Penalty: 3324.603271
	Iteration 48Q: 3 clusters Score -3425307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3425308.000000 Penalty: 3324.603271
	Iteration 49Q: 3 clusters Score -3425308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3425311.250000 Penalty: 3324.603271
	Iteration 50Q: 3 clusters Score -3425311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3425307.000000 Penalty: 3324.603271
	Iteration 51Q: 3 clusters Score -3425307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3425305.250000 Penalty: 3324.603271
	Iteration 52Q: 3 clusters Score -3425305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3425307.000000 Penalty: 3324.603271
	Iteration 53Q: 3 clusters Score -3425307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3425312.750000 Penalty: 3324.603271
	Iteration 54Q: 3 clusters Score -3425313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3425309.750000 Penalty: 3324.603271
	Iteration 55Q: 3 clusters Score -3425310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3425318.750000 Penalty: 3324.603271
	Iteration 56Q: 3 clusters Score -3425319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3425318.000000 Penalty: 3324.603271
	Iteration 57Q: 3 clusters Score -3425318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3425318.750000 Penalty: 3324.603271
	Iteration 58Q: 3 clusters Score -3425319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3425319.500000 Penalty: 3324.603271
	Iteration 59Q: 3 clusters Score -3425320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3425318.500000 Penalty: 3324.603271
	Iteration 60F: 3 clusters Score -3425318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3425315.250000 Penalty: 3324.603271
	Iteration 61Q: 3 clusters Score -3425315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3425315.250000 Penalty: 3324.603271
	Iteration 62F: 3 clusters Score -3425315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Entering Unmasked Estep 
Score: -33768.996094 Penalty: 975.631653
	Iteration 0F: 2 clusters Score -33769 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 205 members 
Entering Unmasked Estep 
Score: -32981.144531 Penalty: 1951.263306
	Iteration 0F: 3 clusters Score -32981.14 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -33441.191406 Penalty: 1951.263306
	Iteration 1F: 3 clusters Score -33441.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -33564.796875 Penalty: 1951.263306
	Iteration 2F: 3 clusters Score -33564.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -33600.878906 Penalty: 1951.263306
	Iteration 3Q: 3 clusters Score -33600.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -33618.199219 Penalty: 1951.263306
	Iteration 4Q: 3 clusters Score -33618.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -33619.265625 Penalty: 1951.263306
	Iteration 5Q: 3 clusters Score -33619.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -33619.265625 Penalty: 1951.263306
	Iteration 6F: 3 clusters Score -33619.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Entering Unmasked Estep 
Score: -199837.859375 Penalty: 1198.580811
	Iteration 0F: 2 clusters Score -199837.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -198016.406250 Penalty: 2397.161621
	Iteration 0F: 3 clusters Score -198016.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -198382.015625 Penalty: 2397.161621
	Iteration 1F: 3 clusters Score -198382 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -198471.984375 Penalty: 2397.161621
	Iteration 2F: 3 clusters Score -198472 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -198524.859375 Penalty: 2397.161621
	Iteration 3Q: 3 clusters Score -198524.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -198562.406250 Penalty: 2397.161621
	Iteration 4Q: 3 clusters Score -198562.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -198586.609375 Penalty: 2397.161621
	Iteration 5Q: 3 clusters Score -198586.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -198608.468750 Penalty: 2397.161621
	Iteration 6Q: 3 clusters Score -198608.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -198619.453125 Penalty: 2397.161621
	Iteration 7Q: 3 clusters Score -198619.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -198626.687500 Penalty: 2397.161621
	Iteration 8Q: 3 clusters Score -198626.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -198629.500000 Penalty: 2397.161621
	Iteration 9Q: 3 clusters Score -198629.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -198631.656250 Penalty: 2397.161621
	Iteration 10Q: 3 clusters Score -198631.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -198634.578125 Penalty: 2397.161621
	Iteration 11Q: 3 clusters Score -198634.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -198636.640625 Penalty: 2397.161621
	Iteration 12Q: 3 clusters Score -198636.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -198637.562500 Penalty: 2397.161621
	Iteration 13Q: 3 clusters Score -198637.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -198637.343750 Penalty: 2397.161621
	Iteration 14Q: 3 clusters Score -198637.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -198637.343750 Penalty: 2397.161621
	Iteration 15F: 3 clusters Score -198637.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -57093.472656 Penalty: 1056.459595
	Iteration 0F: 2 clusters Score -57093.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -56170.015625 Penalty: 2112.919189
	Iteration 0F: 3 clusters Score -56170.02 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -57517.621094 Penalty: 2112.919189
	Iteration 1F: 3 clusters Score -57517.62 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -58096.003906 Penalty: 2112.919189
	Iteration 2F: 3 clusters Score -58096 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -58333.101562 Penalty: 2112.919189
	Iteration 3F: 3 clusters Score -58333.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -58473.871094 Penalty: 2112.919189
	Iteration 4Q: 3 clusters Score -58473.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -58552.308594 Penalty: 2112.919189
	Iteration 5Q: 3 clusters Score -58552.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -58574.941406 Penalty: 2112.919189
	Iteration 6Q: 3 clusters Score -58574.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -58585.082031 Penalty: 2112.919189
	Iteration 7Q: 3 clusters Score -58585.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -58590.410156 Penalty: 2112.919189
	Iteration 8Q: 3 clusters Score -58590.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -58597.226562 Penalty: 2112.919189
	Iteration 9Q: 3 clusters Score -58597.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -58599.761719 Penalty: 2112.919189
	Iteration 10Q: 3 clusters Score -58599.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -58600.398438 Penalty: 2112.919189
	Iteration 11Q: 3 clusters Score -58600.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -58601.605469 Penalty: 2112.919189
	Iteration 12Q: 3 clusters Score -58601.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -58601.605469 Penalty: 2112.919189
	Iteration 13F: 3 clusters Score -58601.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 105146 members 
Mstep: Class 3 contains 5851 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 5 contains 9464 members 
Mstep: Class 6 contains 53012 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 7266 members 
Mstep: Class 9 contains 68608 members 
Mstep: Class 10 contains 83638 members 
Mstep: Class 11 contains 100504 members 
Mstep: Class 12 contains 62246 members 
Mstep: Class 13 contains 4416 members 
Mstep: Class 14 contains 106853 members 
Mstep: Class 15 contains 3416 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 2388 members 
Mstep: Class 19 contains 4926 members 
Mstep: Class 20 contains 27710 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 1597 members 
Mstep: Class 23 contains 320 members 
Mstep: Class 24 contains 6227 members 
Mstep: Class 25 contains 84044 members 
Mstep: Class 26 contains 1847 members 
Mstep: Class 27 contains 5072 members 
Mstep: Class 28 contains 4905 members 
Mstep: Class 29 contains 10364 members 
Mstep: Class 30 contains 1988 members 
Mstep: Class 31 contains 855 members 
Mstep: Class 32 contains 250 members 
Mstep: Class 33 contains 10577 members 
Mstep: Class 34 contains 8727 members 
Mstep: Class 35 contains 9529 members 
Mstep: Class 36 contains 320 members 
Mstep: Class 37 contains 116710 members 
Mstep: Class 38 contains 346 members 
Entering Unmasked Estep 
Score: -111739592.000000 Penalty: 84785.421875
Splitting cluster 23 changes total score from -111721616.000000 to -111739592.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 24 (6227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Entering Unmasked Estep 
Score: -729937.625000 Penalty: 1419.705566
	Iteration 0F: 2 clusters Score -729937.6 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 3128 members 
Entering Unmasked Estep 
Score: -725142.062500 Penalty: 2839.411133
	Iteration 0F: 3 clusters Score -725142.1 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -726608.312500 Penalty: 2839.411133
	Iteration 1F: 3 clusters Score -726608.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -726826.875000 Penalty: 2839.411133
	Iteration 2F: 3 clusters Score -726826.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -727037.750000 Penalty: 2839.411133
	Iteration 3F: 3 clusters Score -727037.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -727226.062500 Penalty: 2839.411133
	Iteration 4Q: 3 clusters Score -727226.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -727407.437500 Penalty: 2839.411133
	Iteration 5F: 3 clusters Score -727407.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -727572.937500 Penalty: 2839.411133
	Iteration 6Q: 3 clusters Score -727572.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -727704.000000 Penalty: 2839.411133
	Iteration 7Q: 3 clusters Score -727704 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -727844.000000 Penalty: 2839.411133
	Iteration 8Q: 3 clusters Score -727844 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -727988.125000 Penalty: 2839.411133
	Iteration 9Q: 3 clusters Score -727988.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -728099.937500 Penalty: 2839.411133
	Iteration 10Q: 3 clusters Score -728099.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -728198.562500 Penalty: 2839.411133
	Iteration 11Q: 3 clusters Score -728198.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -728279.250000 Penalty: 2839.411133
	Iteration 12Q: 3 clusters Score -728279.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -728332.125000 Penalty: 2839.411133
	Iteration 13Q: 3 clusters Score -728332.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -728362.312500 Penalty: 2839.411133
	Iteration 14Q: 3 clusters Score -728362.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -728390.125000 Penalty: 2839.411133
	Iteration 15Q: 3 clusters Score -728390.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -728408.687500 Penalty: 2839.411133
	Iteration 16Q: 3 clusters Score -728408.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -728422.875000 Penalty: 2839.411133
	Iteration 17Q: 3 clusters Score -728422.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -728435.687500 Penalty: 2839.411133
	Iteration 18Q: 3 clusters Score -728435.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -728446.750000 Penalty: 2839.411133
	Iteration 19Q: 3 clusters Score -728446.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -728457.375000 Penalty: 2839.411133
	Iteration 20F: 3 clusters Score -728457.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -728467.500000 Penalty: 2839.411133
	Iteration 21Q: 3 clusters Score -728467.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -728478.562500 Penalty: 2839.411133
	Iteration 22Q: 3 clusters Score -728478.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -728485.562500 Penalty: 2839.411133
	Iteration 23Q: 3 clusters Score -728485.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -728491.250000 Penalty: 2839.411133
	Iteration 24Q: 3 clusters Score -728491.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -728496.562500 Penalty: 2839.411133
	Iteration 25Q: 3 clusters Score -728496.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -728500.500000 Penalty: 2839.411133
	Iteration 26Q: 3 clusters Score -728500.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -728503.875000 Penalty: 2839.411133
	Iteration 27Q: 3 clusters Score -728503.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -728507.625000 Penalty: 2839.411133
	Iteration 28Q: 3 clusters Score -728507.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -728513.312500 Penalty: 2839.411133
	Iteration 29Q: 3 clusters Score -728513.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -728518.000000 Penalty: 2839.411133
	Iteration 30Q: 3 clusters Score -728518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -728523.125000 Penalty: 2839.411133
	Iteration 31Q: 3 clusters Score -728523.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -728532.625000 Penalty: 2839.411133
	Iteration 32Q: 3 clusters Score -728532.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -728544.687500 Penalty: 2839.411133
	Iteration 33Q: 3 clusters Score -728544.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -728558.062500 Penalty: 2839.411133
	Iteration 34Q: 3 clusters Score -728558.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -728573.562500 Penalty: 2839.411133
	Iteration 35Q: 3 clusters Score -728573.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -728583.500000 Penalty: 2839.411133
	Iteration 36Q: 3 clusters Score -728583.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -728601.812500 Penalty: 2839.411133
	Iteration 37Q: 3 clusters Score -728601.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -728611.187500 Penalty: 2839.411133
	Iteration 38Q: 3 clusters Score -728611.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -728620.937500 Penalty: 2839.411133
	Iteration 39Q: 3 clusters Score -728620.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -728627.000000 Penalty: 2839.411133
	Iteration 40F: 3 clusters Score -728627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -728632.250000 Penalty: 2839.411133
	Iteration 41Q: 3 clusters Score -728632.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -728636.875000 Penalty: 2839.411133
	Iteration 42Q: 3 clusters Score -728636.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -728639.375000 Penalty: 2839.411133
	Iteration 43Q: 3 clusters Score -728639.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -728641.625000 Penalty: 2839.411133
	Iteration 44Q: 3 clusters Score -728641.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -728643.937500 Penalty: 2839.411133
	Iteration 45Q: 3 clusters Score -728643.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -728644.625000 Penalty: 2839.411133
	Iteration 46Q: 3 clusters Score -728644.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -728647.437500 Penalty: 2839.411133
	Iteration 47Q: 3 clusters Score -728647.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -728649.000000 Penalty: 2839.411133
	Iteration 48Q: 3 clusters Score -728649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -728651.250000 Penalty: 2839.411133
	Iteration 49Q: 3 clusters Score -728651.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -728652.875000 Penalty: 2839.411133
	Iteration 50Q: 3 clusters Score -728652.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -728653.062500 Penalty: 2839.411133
	Iteration 51Q: 3 clusters Score -728653.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -728653.937500 Penalty: 2839.411133
	Iteration 52Q: 3 clusters Score -728653.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -728654.500000 Penalty: 2839.411133
	Iteration 53Q: 3 clusters Score -728654.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -728656.062500 Penalty: 2839.411133
	Iteration 54Q: 3 clusters Score -728656.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -728658.562500 Penalty: 2839.411133
	Iteration 55Q: 3 clusters Score -728658.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -728660.187500 Penalty: 2839.411133
	Iteration 56Q: 3 clusters Score -728660.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -728661.187500 Penalty: 2839.411133
	Iteration 57Q: 3 clusters Score -728661.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -728660.750000 Penalty: 2839.411133
	Iteration 58Q: 3 clusters Score -728660.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -728661.625000 Penalty: 2839.411133
	Iteration 59Q: 3 clusters Score -728661.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -728661.625000 Penalty: 2839.411133
	Iteration 60F: 3 clusters Score -728661.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (84044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84044 members 
Entering Unmasked Estep 
Score: -10557896.000000 Penalty: 1842.603149
	Iteration 0F: 2 clusters Score -1.05579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -10501930.000000 Penalty: 3685.206299
	Iteration 0F: 3 clusters Score -1.050193e+07 nChanged 40038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -10525502.000000 Penalty: 3685.206299
	Iteration 1F: 3 clusters Score -1.05255e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -10526325.000000 Penalty: 3685.206299
	Iteration 2Q: 3 clusters Score -1.052632e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -10527310.000000 Penalty: 3685.206299
	Iteration 3Q: 3 clusters Score -1.052731e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -10528708.000000 Penalty: 3685.206299
	Iteration 4Q: 3 clusters Score -1.052871e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -10530549.000000 Penalty: 3685.206299
	Iteration 5Q: 3 clusters Score -1.053055e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -10532894.000000 Penalty: 3685.206299
	Iteration 6F: 3 clusters Score -1.053289e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 51033 members 
Entering Unmasked Estep 
Score: -10536095.000000 Penalty: 3685.206299
	Iteration 7F: 3 clusters Score -1.05361e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 53370 members 
Entering Unmasked Estep 
Score: -10539853.000000 Penalty: 3685.206299
	Iteration 8F: 3 clusters Score -1.053985e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 55459 members 
Entering Unmasked Estep 
Score: -10543338.000000 Penalty: 3685.206299
	Iteration 9F: 3 clusters Score -1.054334e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 57076 members 
Entering Unmasked Estep 
Score: -10545593.000000 Penalty: 3685.206299
	Iteration 10Q: 3 clusters Score -1.054559e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 58524 members 
Entering Unmasked Estep 
Score: -10546882.000000 Penalty: 3685.206299
	Iteration 11Q: 3 clusters Score -1.054688e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 59913 members 
Entering Unmasked Estep 
Score: -10547530.000000 Penalty: 3685.206299
	Iteration 12Q: 3 clusters Score -1.054753e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 61268 members 
Entering Unmasked Estep 
Score: -10547966.000000 Penalty: 3685.206299
	Iteration 13Q: 3 clusters Score -1.054797e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 62616 members 
Entering Unmasked Estep 
Score: -10548518.000000 Penalty: 3685.206299
	Iteration 14Q: 3 clusters Score -1.054852e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 63932 members 
Entering Unmasked Estep 
Score: -10549075.000000 Penalty: 3685.206299
	Iteration 15Q: 3 clusters Score -1.054908e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 65297 members 
Entering Unmasked Estep 
Score: -10549626.000000 Penalty: 3685.206299
	Iteration 16Q: 3 clusters Score -1.054963e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 66613 members 
Entering Unmasked Estep 
Score: -10550176.000000 Penalty: 3685.206299
	Iteration 17Q: 3 clusters Score -1.055018e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 67940 members 
Entering Unmasked Estep 
Score: -10550701.000000 Penalty: 3685.206299
	Iteration 18Q: 3 clusters Score -1.05507e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 69191 members 
Entering Unmasked Estep 
Score: -10551229.000000 Penalty: 3685.206299
	Iteration 19Q: 3 clusters Score -1.055123e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 70347 members 
Entering Unmasked Estep 
Score: -10551620.000000 Penalty: 3685.206299
	Iteration 20F: 3 clusters Score -1.055162e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 71495 members 
Entering Unmasked Estep 
Score: -10552082.000000 Penalty: 3685.206299
	Iteration 21Q: 3 clusters Score -1.055208e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 72551 members 
Entering Unmasked Estep 
Score: -10552497.000000 Penalty: 3685.206299
	Iteration 22Q: 3 clusters Score -1.05525e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 73591 members 
Entering Unmasked Estep 
Score: -10552851.000000 Penalty: 3685.206299
	Iteration 23Q: 3 clusters Score -1.055285e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 74598 members 
Entering Unmasked Estep 
Score: -10553218.000000 Penalty: 3685.206299
	Iteration 24Q: 3 clusters Score -1.055322e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 75487 members 
Entering Unmasked Estep 
Score: -10553549.000000 Penalty: 3685.206299
	Iteration 25Q: 3 clusters Score -1.055355e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 76263 members 
Entering Unmasked Estep 
Score: -10553809.000000 Penalty: 3685.206299
	Iteration 26Q: 3 clusters Score -1.055381e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 76962 members 
Entering Unmasked Estep 
Score: -10553965.000000 Penalty: 3685.206299
	Iteration 27Q: 3 clusters Score -1.055396e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 77618 members 
Entering Unmasked Estep 
Score: -10554148.000000 Penalty: 3685.206299
	Iteration 28Q: 3 clusters Score -1.055415e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 78239 members 
Entering Unmasked Estep 
Score: -10554363.000000 Penalty: 3685.206299
	Iteration 29Q: 3 clusters Score -1.055436e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 78847 members 
Entering Unmasked Estep 
Score: -10554618.000000 Penalty: 3685.206299
	Iteration 30Q: 3 clusters Score -1.055462e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 79362 members 
Entering Unmasked Estep 
Score: -10554794.000000 Penalty: 3685.206299
	Iteration 31Q: 3 clusters Score -1.055479e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 79829 members 
Entering Unmasked Estep 
Score: -10554964.000000 Penalty: 3685.206299
	Iteration 32Q: 3 clusters Score -1.055496e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 80232 members 
Entering Unmasked Estep 
Score: -10555151.000000 Penalty: 3685.206299
	Iteration 33Q: 3 clusters Score -1.055515e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 80593 members 
Entering Unmasked Estep 
Score: -10555293.000000 Penalty: 3685.206299
	Iteration 34Q: 3 clusters Score -1.055529e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 80961 members 
Entering Unmasked Estep 
Score: -10555453.000000 Penalty: 3685.206299
	Iteration 35Q: 3 clusters Score -1.055545e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 81274 members 
Entering Unmasked Estep 
Score: -10555581.000000 Penalty: 3685.206299
	Iteration 36Q: 3 clusters Score -1.055558e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 81547 members 
Entering Unmasked Estep 
Score: -10555712.000000 Penalty: 3685.206299
	Iteration 37Q: 3 clusters Score -1.055571e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 81787 members 
Entering Unmasked Estep 
Score: -10555818.000000 Penalty: 3685.206299
	Iteration 38Q: 3 clusters Score -1.055582e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 82013 members 
Entering Unmasked Estep 
Score: -10555921.000000 Penalty: 3685.206299
	Iteration 39Q: 3 clusters Score -1.055592e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 82218 members 
Entering Unmasked Estep 
Score: -10556011.000000 Penalty: 3685.206299
	Iteration 40F: 3 clusters Score -1.055601e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 82400 members 
Entering Unmasked Estep 
Score: -10556120.000000 Penalty: 3685.206299
	Iteration 41Q: 3 clusters Score -1.055612e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 82543 members 
Entering Unmasked Estep 
Score: -10556196.000000 Penalty: 3685.206299
	Iteration 42Q: 3 clusters Score -1.05562e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 82660 members 
Entering Unmasked Estep 
Score: -10556236.000000 Penalty: 3685.206299
	Iteration 43Q: 3 clusters Score -1.055624e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 82754 members 
Entering Unmasked Estep 
Score: -10556270.000000 Penalty: 3685.206299
	Iteration 44Q: 3 clusters Score -1.055627e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 82833 members 
Entering Unmasked Estep 
Score: -10556320.000000 Penalty: 3685.206299
	Iteration 45Q: 3 clusters Score -1.055632e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 82906 members 
Entering Unmasked Estep 
Score: -10556364.000000 Penalty: 3685.206299
	Iteration 46Q: 3 clusters Score -1.055636e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 82958 members 
Entering Unmasked Estep 
Score: -10556374.000000 Penalty: 3685.206299
	Iteration 47Q: 3 clusters Score -1.055637e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 82999 members 
Entering Unmasked Estep 
Score: -10556405.000000 Penalty: 3685.206299
	Iteration 48Q: 3 clusters Score -1.05564e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 83025 members 
Entering Unmasked Estep 
Score: -10556430.000000 Penalty: 3685.206299
	Iteration 49Q: 3 clusters Score -1.055643e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 83049 members 
Entering Unmasked Estep 
Score: -10556446.000000 Penalty: 3685.206299
	Iteration 50Q: 3 clusters Score -1.055645e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 83067 members 
Entering Unmasked Estep 
Score: -10556466.000000 Penalty: 3685.206299
	Iteration 51Q: 3 clusters Score -1.055647e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 83089 members 
Entering Unmasked Estep 
Score: -10556478.000000 Penalty: 3685.206299
	Iteration 52Q: 3 clusters Score -1.055648e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 83107 members 
Entering Unmasked Estep 
Score: -10556484.000000 Penalty: 3685.206299
	Iteration 53Q: 3 clusters Score -1.055648e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 83128 members 
Entering Unmasked Estep 
Score: -10556488.000000 Penalty: 3685.206299
	Iteration 54Q: 3 clusters Score -1.055649e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 83141 members 
Entering Unmasked Estep 
Score: -10556491.000000 Penalty: 3685.206299
	Iteration 55Q: 3 clusters Score -1.055649e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 83151 members 
Entering Unmasked Estep 
Score: -10556512.000000 Penalty: 3685.206299
	Iteration 56Q: 3 clusters Score -1.055651e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 83155 members 
Entering Unmasked Estep 
Score: -10556522.000000 Penalty: 3685.206299
	Iteration 57Q: 3 clusters Score -1.055652e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 83155 members 
Entering Unmasked Estep 
Score: -10556507.000000 Penalty: 3685.206299
	Iteration 58Q: 3 clusters Score -1.055651e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 83154 members 
Entering Unmasked Estep 
Score: -10556526.000000 Penalty: 3685.206299
	Iteration 59Q: 3 clusters Score -1.055653e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 83160 members 
Entering Unmasked Estep 
Score: -10556524.000000 Penalty: 3685.206299
	Iteration 60F: 3 clusters Score -1.055652e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 83168 members 
Entering Unmasked Estep 
Score: -10556527.000000 Penalty: 3685.206299
	Iteration 61Q: 3 clusters Score -1.055653e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 83174 members 
Entering Unmasked Estep 
Score: -10556530.000000 Penalty: 3685.206299
	Iteration 62Q: 3 clusters Score -1.055653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 83176 members 
Entering Unmasked Estep 
Score: -10556526.000000 Penalty: 3685.206299
	Iteration 63Q: 3 clusters Score -1.055653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 83176 members 
Entering Unmasked Estep 
Score: -10556528.000000 Penalty: 3685.206299
	Iteration 64Q: 3 clusters Score -1.055653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 83178 members 
Entering Unmasked Estep 
Score: -10556529.000000 Penalty: 3685.206299
	Iteration 65Q: 3 clusters Score -1.055653e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 83178 members 
Entering Unmasked Estep 
Score: -10556529.000000 Penalty: 3685.206299
	Iteration 66F: 3 clusters Score -1.055653e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Entering Unmasked Estep 
Score: -207284.031250 Penalty: 1222.214111
	Iteration 0F: 2 clusters Score -207284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -205278.906250 Penalty: 2444.428223
	Iteration 0F: 3 clusters Score -205278.9 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -205774.859375 Penalty: 2444.428223
	Iteration 1F: 3 clusters Score -205774.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -205951.937500 Penalty: 2444.428223
	Iteration 2F: 3 clusters Score -205951.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -206119.328125 Penalty: 2444.428223
	Iteration 3F: 3 clusters Score -206119.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -206292.781250 Penalty: 2444.428223
	Iteration 4F: 3 clusters Score -206292.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -206397.875000 Penalty: 2444.428223
	Iteration 5Q: 3 clusters Score -206397.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -206476.140625 Penalty: 2444.428223
	Iteration 6Q: 3 clusters Score -206476.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -206559.453125 Penalty: 2444.428223
	Iteration 7Q: 3 clusters Score -206559.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -206605.625000 Penalty: 2444.428223
	Iteration 8Q: 3 clusters Score -206605.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -206630.218750 Penalty: 2444.428223
	Iteration 9Q: 3 clusters Score -206630.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -206656.593750 Penalty: 2444.428223
	Iteration 10Q: 3 clusters Score -206656.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -206676.421875 Penalty: 2444.428223
	Iteration 11Q: 3 clusters Score -206676.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -206688.625000 Penalty: 2444.428223
	Iteration 12Q: 3 clusters Score -206688.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -206704.750000 Penalty: 2444.428223
	Iteration 13Q: 3 clusters Score -206704.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -206721.671875 Penalty: 2444.428223
	Iteration 14Q: 3 clusters Score -206721.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -206741.875000 Penalty: 2444.428223
	Iteration 15Q: 3 clusters Score -206741.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -206760.875000 Penalty: 2444.428223
	Iteration 16Q: 3 clusters Score -206760.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -206780.484375 Penalty: 2444.428223
	Iteration 17Q: 3 clusters Score -206780.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -206807.812500 Penalty: 2444.428223
	Iteration 18Q: 3 clusters Score -206807.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -206830.093750 Penalty: 2444.428223
	Iteration 19Q: 3 clusters Score -206830.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -206846.765625 Penalty: 2444.428223
	Iteration 20F: 3 clusters Score -206846.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -206864.343750 Penalty: 2444.428223
	Iteration 21Q: 3 clusters Score -206864.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -206886.250000 Penalty: 2444.428223
	Iteration 22Q: 3 clusters Score -206886.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -206913.937500 Penalty: 2444.428223
	Iteration 23Q: 3 clusters Score -206913.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -206944.031250 Penalty: 2444.428223
	Iteration 24Q: 3 clusters Score -206944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -206991.406250 Penalty: 2444.428223
	Iteration 25Q: 3 clusters Score -206991.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -207046.546875 Penalty: 2444.428223
	Iteration 26Q: 3 clusters Score -207046.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -207094.640625 Penalty: 2444.428223
	Iteration 27Q: 3 clusters Score -207094.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -207137.359375 Penalty: 2444.428223
	Iteration 28Q: 3 clusters Score -207137.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -207157.390625 Penalty: 2444.428223
	Iteration 29Q: 3 clusters Score -207157.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -207179.109375 Penalty: 2444.428223
	Iteration 30Q: 3 clusters Score -207179.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -207194.828125 Penalty: 2444.428223
	Iteration 31Q: 3 clusters Score -207194.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -207209.718750 Penalty: 2444.428223
	Iteration 32Q: 3 clusters Score -207209.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -207229.703125 Penalty: 2444.428223
	Iteration 33Q: 3 clusters Score -207229.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -207257.656250 Penalty: 2444.428223
	Iteration 34Q: 3 clusters Score -207257.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -207307.500000 Penalty: 2444.428223
	Iteration 35Q: 3 clusters Score -207307.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -207353.203125 Penalty: 2444.428223
	Iteration 36Q: 3 clusters Score -207353.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -207385.953125 Penalty: 2444.428223
	Iteration 37Q: 3 clusters Score -207386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -207402.156250 Penalty: 2444.428223
	Iteration 38Q: 3 clusters Score -207402.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -207411.296875 Penalty: 2444.428223
	Iteration 39Q: 3 clusters Score -207411.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -207420.984375 Penalty: 2444.428223
	Iteration 40F: 3 clusters Score -207421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -207428.187500 Penalty: 2444.428223
	Iteration 41Q: 3 clusters Score -207428.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -207436.171875 Penalty: 2444.428223
	Iteration 42Q: 3 clusters Score -207436.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -207439.828125 Penalty: 2444.428223
	Iteration 43Q: 3 clusters Score -207439.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -207449.859375 Penalty: 2444.428223
	Iteration 44Q: 3 clusters Score -207449.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -207466.437500 Penalty: 2444.428223
	Iteration 45Q: 3 clusters Score -207466.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -207470.546875 Penalty: 2444.428223
	Iteration 46Q: 3 clusters Score -207470.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -207471.937500 Penalty: 2444.428223
	Iteration 47Q: 3 clusters Score -207471.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -207472.640625 Penalty: 2444.428223
	Iteration 48Q: 3 clusters Score -207472.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -207472.640625 Penalty: 2444.428223
	Iteration 49F: 3 clusters Score -207472.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 105146 members 
Mstep: Class 3 contains 5851 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 5 contains 9464 members 
Mstep: Class 6 contains 53012 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 7266 members 
Mstep: Class 9 contains 68608 members 
Mstep: Class 10 contains 83638 members 
Mstep: Class 11 contains 100504 members 
Mstep: Class 12 contains 62246 members 
Mstep: Class 13 contains 4416 members 
Mstep: Class 14 contains 106853 members 
Mstep: Class 15 contains 3416 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 2388 members 
Mstep: Class 19 contains 4926 members 
Mstep: Class 20 contains 27710 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 1597 members 
Mstep: Class 23 contains 320 members 
Mstep: Class 24 contains 6227 members 
Mstep: Class 25 contains 84044 members 
Mstep: Class 26 contains 580 members 
Mstep: Class 27 contains 5072 members 
Mstep: Class 28 contains 4905 members 
Mstep: Class 29 contains 10364 members 
Mstep: Class 30 contains 1988 members 
Mstep: Class 31 contains 855 members 
Mstep: Class 32 contains 250 members 
Mstep: Class 33 contains 10577 members 
Mstep: Class 34 contains 8727 members 
Mstep: Class 35 contains 9529 members 
Mstep: Class 36 contains 320 members 
Mstep: Class 37 contains 116710 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 1267 members 
Entering Unmasked Estep 
Score: -111738496.000000 Penalty: 87016.617188
Splitting cluster 26 changes total score from -111721616.000000 to -111738496.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 28 (4905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Entering Unmasked Estep 
Score: -581292.062500 Penalty: 1380.926758
	Iteration 0F: 2 clusters Score -581292.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -577387.375000 Penalty: 2761.853516
	Iteration 0F: 3 clusters Score -577387.4 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -578811.875000 Penalty: 2761.853516
	Iteration 1F: 3 clusters Score -578811.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -579462.937500 Penalty: 2761.853516
	Iteration 2F: 3 clusters Score -579462.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -580070.312500 Penalty: 2761.853516
	Iteration 3F: 3 clusters Score -580070.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -580517.125000 Penalty: 2761.853516
	Iteration 4F: 3 clusters Score -580517.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -580750.312500 Penalty: 2761.853516
	Iteration 5F: 3 clusters Score -580750.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -580893.062500 Penalty: 2761.853516
	Iteration 6Q: 3 clusters Score -580893.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -580988.687500 Penalty: 2761.853516
	Iteration 7Q: 3 clusters Score -580988.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -581045.062500 Penalty: 2761.853516
	Iteration 8Q: 3 clusters Score -581045.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -581079.625000 Penalty: 2761.853516
	Iteration 9Q: 3 clusters Score -581079.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -581099.312500 Penalty: 2761.853516
	Iteration 10Q: 3 clusters Score -581099.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -581108.187500 Penalty: 2761.853516
	Iteration 11Q: 3 clusters Score -581108.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -581119.375000 Penalty: 2761.853516
	Iteration 12Q: 3 clusters Score -581119.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -581128.750000 Penalty: 2761.853516
	Iteration 13Q: 3 clusters Score -581128.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -581133.000000 Penalty: 2761.853516
	Iteration 14Q: 3 clusters Score -581133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -581138.062500 Penalty: 2761.853516
	Iteration 15Q: 3 clusters Score -581138.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -581142.375000 Penalty: 2761.853516
	Iteration 16Q: 3 clusters Score -581142.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -581144.187500 Penalty: 2761.853516
	Iteration 17Q: 3 clusters Score -581144.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -581147.500000 Penalty: 2761.853516
	Iteration 18Q: 3 clusters Score -581147.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -581149.875000 Penalty: 2761.853516
	Iteration 19Q: 3 clusters Score -581149.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -581150.937500 Penalty: 2761.853516
	Iteration 20F: 3 clusters Score -581150.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -581151.062500 Penalty: 2761.853516
	Iteration 21Q: 3 clusters Score -581151.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -581153.125000 Penalty: 2761.853516
	Iteration 22Q: 3 clusters Score -581153.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -581155.250000 Penalty: 2761.853516
	Iteration 23Q: 3 clusters Score -581155.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -581155.187500 Penalty: 2761.853516
	Iteration 24Q: 3 clusters Score -581155.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -581156.062500 Penalty: 2761.853516
	Iteration 25Q: 3 clusters Score -581156.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -581157.937500 Penalty: 2761.853516
	Iteration 26Q: 3 clusters Score -581157.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -581158.937500 Penalty: 2761.853516
	Iteration 27Q: 3 clusters Score -581158.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -581158.500000 Penalty: 2761.853516
	Iteration 28Q: 3 clusters Score -581158.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -581158.500000 Penalty: 2761.853516
	Iteration 29F: 3 clusters Score -581158.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Entering Unmasked Estep 
Score: -1269821.625000 Penalty: 1502.490234
	Iteration 0F: 2 clusters Score -1269822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1262446.875000 Penalty: 3004.980469
	Iteration 0F: 3 clusters Score -1262447 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1264846.750000 Penalty: 3004.980469
	Iteration 1F: 3 clusters Score -1264847 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1265236.375000 Penalty: 3004.980469
	Iteration 2F: 3 clusters Score -1265236 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1265724.000000 Penalty: 3004.980469
	Iteration 3F: 3 clusters Score -1265724 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1266481.750000 Penalty: 3004.980469
	Iteration 4F: 3 clusters Score -1266482 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1267252.500000 Penalty: 3004.980469
	Iteration 5F: 3 clusters Score -1267252 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1267882.625000 Penalty: 3004.980469
	Iteration 6F: 3 clusters Score -1267883 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1268338.125000 Penalty: 3004.980469
	Iteration 7F: 3 clusters Score -1268338 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1268676.500000 Penalty: 3004.980469
	Iteration 8F: 3 clusters Score -1268676 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1268918.875000 Penalty: 3004.980469
	Iteration 9Q: 3 clusters Score -1268919 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1269108.375000 Penalty: 3004.980469
	Iteration 10Q: 3 clusters Score -1269108 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1269244.875000 Penalty: 3004.980469
	Iteration 11Q: 3 clusters Score -1269245 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1269345.125000 Penalty: 3004.980469
	Iteration 12Q: 3 clusters Score -1269345 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1269425.000000 Penalty: 3004.980469
	Iteration 13Q: 3 clusters Score -1269425 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1269494.500000 Penalty: 3004.980469
	Iteration 14Q: 3 clusters Score -1269494 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1269535.000000 Penalty: 3004.980469
	Iteration 15Q: 3 clusters Score -1269535 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1269582.875000 Penalty: 3004.980469
	Iteration 16Q: 3 clusters Score -1269583 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1269621.500000 Penalty: 3004.980469
	Iteration 17Q: 3 clusters Score -1269622 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1269640.750000 Penalty: 3004.980469
	Iteration 18Q: 3 clusters Score -1269641 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1269653.875000 Penalty: 3004.980469
	Iteration 19Q: 3 clusters Score -1269654 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1269660.750000 Penalty: 3004.980469
	Iteration 20F: 3 clusters Score -1269661 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1269668.625000 Penalty: 3004.980469
	Iteration 21Q: 3 clusters Score -1269669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1269674.375000 Penalty: 3004.980469
	Iteration 22Q: 3 clusters Score -1269674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1269676.375000 Penalty: 3004.980469
	Iteration 23Q: 3 clusters Score -1269676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1269678.375000 Penalty: 3004.980469
	Iteration 24Q: 3 clusters Score -1269678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1269682.250000 Penalty: 3004.980469
	Iteration 25Q: 3 clusters Score -1269682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1269684.500000 Penalty: 3004.980469
	Iteration 26Q: 3 clusters Score -1269684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1269688.500000 Penalty: 3004.980469
	Iteration 27Q: 3 clusters Score -1269688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1269691.625000 Penalty: 3004.980469
	Iteration 28Q: 3 clusters Score -1269692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1269689.625000 Penalty: 3004.980469
	Iteration 29Q: 3 clusters Score -1269690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1269690.375000 Penalty: 3004.980469
	Iteration 30Q: 3 clusters Score -1269690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1269692.500000 Penalty: 3004.980469
	Iteration 31Q: 3 clusters Score -1269692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1269699.125000 Penalty: 3004.980469
	Iteration 32Q: 3 clusters Score -1269699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1269706.500000 Penalty: 3004.980469
	Iteration 33Q: 3 clusters Score -1269706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1269723.500000 Penalty: 3004.980469
	Iteration 34Q: 3 clusters Score -1269724 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1269743.250000 Penalty: 3004.980469
	Iteration 35Q: 3 clusters Score -1269743 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1269766.750000 Penalty: 3004.980469
	Iteration 36Q: 3 clusters Score -1269767 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1269796.625000 Penalty: 3004.980469
	Iteration 37Q: 3 clusters Score -1269797 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1269812.125000 Penalty: 3004.980469
	Iteration 38Q: 3 clusters Score -1269812 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1269820.500000 Penalty: 3004.980469
	Iteration 39Q: 3 clusters Score -1269820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1269829.000000 Penalty: 3004.980469
	Iteration 40F: 3 clusters Score -1269829 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1269834.500000 Penalty: 3004.980469
	Iteration 41Q: 3 clusters Score -1269834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1269839.500000 Penalty: 3004.980469
	Iteration 42Q: 3 clusters Score -1269840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1269837.250000 Penalty: 3004.980469
	Iteration 43Q: 3 clusters Score -1269837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1269840.250000 Penalty: 3004.980469
	Iteration 44Q: 3 clusters Score -1269840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1269838.500000 Penalty: 3004.980469
	Iteration 45Q: 3 clusters Score -1269838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1269840.125000 Penalty: 3004.980469
	Iteration 46Q: 3 clusters Score -1269840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1269840.500000 Penalty: 3004.980469
	Iteration 47Q: 3 clusters Score -1269840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1269840.250000 Penalty: 3004.980469
	Iteration 48Q: 3 clusters Score -1269840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1269842.375000 Penalty: 3004.980469
	Iteration 49Q: 3 clusters Score -1269842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1269842.125000 Penalty: 3004.980469
	Iteration 50Q: 3 clusters Score -1269842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1269842.125000 Penalty: 3004.980469
	Iteration 51F: 3 clusters Score -1269842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 105146 members 
Mstep: Class 3 contains 5851 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 5 contains 9464 members 
Mstep: Class 6 contains 53012 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 7266 members 
Mstep: Class 9 contains 68608 members 
Mstep: Class 10 contains 83638 members 
Mstep: Class 11 contains 100504 members 
Mstep: Class 12 contains 62246 members 
Mstep: Class 13 contains 4416 members 
Mstep: Class 14 contains 106853 members 
Mstep: Class 15 contains 3416 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 2388 members 
Mstep: Class 19 contains 4926 members 
Mstep: Class 20 contains 27710 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 1597 members 
Mstep: Class 23 contains 320 members 
Mstep: Class 24 contains 6227 members 
Mstep: Class 25 contains 84044 members 
Mstep: Class 26 contains 580 members 
Mstep: Class 27 contains 5072 members 
Mstep: Class 28 contains 4905 members 
Mstep: Class 29 contains 2254 members 
Mstep: Class 30 contains 1988 members 
Mstep: Class 31 contains 855 members 
Mstep: Class 32 contains 250 members 
Mstep: Class 33 contains 10577 members 
Mstep: Class 34 contains 8727 members 
Mstep: Class 35 contains 9529 members 
Mstep: Class 36 contains 320 members 
Mstep: Class 37 contains 116710 members 
Mstep: Class 38 contains 346 members 
Mstep: Class 39 contains 1267 members 
Mstep: Class 40 contains 8110 members 
Entering Unmasked Estep 
Score: -111737920.000000 Penalty: 89247.812500
Splitting cluster 29 changes total score from -111721616.000000 to -111737920.000000
So it's getting split into cluster 40.
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 105146 members 
Mstep: Class 3 contains 5851 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 5 contains 9464 members 
Mstep: Class 6 contains 53012 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 7266 members 
Mstep: Class 9 contains 68608 members 
Mstep: Class 10 contains 83638 members 
Mstep: Class 11 contains 100504 members 
Mstep: Class 12 contains 62246 members 
Mstep: Class 13 contains 4416 members 
Mstep: Class 14 contains 106853 members 
Mstep: Class 15 contains 3416 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 2388 members 
Mstep: Class 19 contains 4926 members 
Mstep: Class 20 contains 27710 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 1597 members 
Mstep: Class 23 contains 320 members 
Mstep: Class 24 contains 6227 members 
Mstep: Class 25 contains 84044 members 
Mstep: Class 26 contains 580 members 
Mstep: Class 28 contains 4905 members 
Mstep: Class 29 contains 2254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111744920.000000 Penalty: 89247.812500
Iteration 79Q: 41 clusters Score -1.117449e+08 nChanged 17962
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 105063 members 
Mstep: Class 3 contains 6066 members 
Mstep: Class 4 contains 345 members 
Mstep: Class 5 contains 9469 members 
Mstep: Class 6 contains 52681 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 7320 members 
Mstep: Class 9 contains 69932 members 
Mstep: Class 10 contains 83564 members 
Mstep: Class 11 contains 100939 members 
Mstep: Class 12 contains 61959 members 
Mstep: Class 13 contains 4730 members 
Mstep: Class 14 contains 106293 members 
Mstep: Class 15 contains 3554 members 
Mstep: Class 16 contains 1446 members 
Mstep: Class 17 contains 442 members 
Mstep: Class 18 contains 2868 members 
Mstep: Class 19 contains 4754 members 
Mstep: Class 20 contains 27960 members 
Mstep: Class 21 contains 414 members 
Mstep: Class 22 contains 1613 members 
Mstep: Class 23 contains 305 members 
Mstep: Class 24 contains 6238 members 
Mstep: Class 25 contains 85409 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 4866 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 1883 members 
Mstep: Class 31 contains 819 members 
Mstep: Class 32 contains 260 members 
Mstep: Class 33 contains 9985 members 
Mstep: Class 34 contains 8693 members 
Mstep: Class 35 contains 9108 members 
Mstep: Class 36 contains 330 members 
Mstep: Class 37 contains 114994 members 
Mstep: Class 38 contains 351 members 
Mstep: Class 39 contains 1211 members 
Mstep: Class 40 contains 8094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111755184.000000 Penalty: 89247.812500
Iteration 80F: 41 clusters Score -1.117552e+08 nChanged 14807
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 104528 members 
Mstep: Class 3 contains 6073 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 9472 members 
Mstep: Class 6 contains 52321 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 7317 members 
Mstep: Class 9 contains 69980 members 
Mstep: Class 10 contains 83127 members 
Mstep: Class 11 contains 100780 members 
Mstep: Class 12 contains 61453 members 
Mstep: Class 13 contains 4849 members 
Mstep: Class 14 contains 105506 members 
Mstep: Class 15 contains 3377 members 
Mstep: Class 16 contains 1388 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 3229 members 
Mstep: Class 19 contains 4452 members 
Mstep: Class 20 contains 27855 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1621 members 
Mstep: Class 23 contains 309 members 
Mstep: Class 24 contains 6359 members 
Mstep: Class 25 contains 86384 members 
Mstep: Class 26 contains 693 members 
Mstep: Class 27 contains 5555 members 
Mstep: Class 28 contains 4823 members 
Mstep: Class 29 contains 2549 members 
Mstep: Class 30 contains 1917 members 
Mstep: Class 31 contains 835 members 
Mstep: Class 32 contains 258 members 
Mstep: Class 33 contains 10719 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 9413 members 
Mstep: Class 36 contains 370 members 
Mstep: Class 37 contains 115402 members 
Mstep: Class 38 contains 412 members 
Mstep: Class 39 contains 1223 members 
Mstep: Class 40 contains 8164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759672.000000 Penalty: 89247.812500
Iteration 81Q: 41 clusters Score -1.117597e+08 nChanged 10665
Entering Unmasked Mstep 
Mstep: Class 0 contains 207 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 103987 members 
Mstep: Class 3 contains 6149 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 9473 members 
Mstep: Class 6 contains 51945 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 7301 members 
Mstep: Class 9 contains 70158 members 
Mstep: Class 10 contains 82859 members 
Mstep: Class 11 contains 100592 members 
Mstep: Class 12 contains 61034 members 
Mstep: Class 13 contains 4902 members 
Mstep: Class 14 contains 105041 members 
Mstep: Class 15 contains 3279 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 483 members 
Mstep: Class 18 contains 3544 members 
Mstep: Class 19 contains 4262 members 
Mstep: Class 20 contains 27780 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1625 members 
Mstep: Class 23 contains 310 members 
Mstep: Class 24 contains 6570 members 
Mstep: Class 25 contains 87243 members 
Mstep: Class 26 contains 703 members 
Mstep: Class 27 contains 5913 members 
Mstep: Class 28 contains 4778 members 
Mstep: Class 29 contains 2621 members 
Mstep: Class 30 contains 1919 members 
Mstep: Class 31 contains 822 members 
Mstep: Class 32 contains 261 members 
Mstep: Class 33 contains 11353 members 
Mstep: Class 34 contains 8893 members 
Mstep: Class 35 contains 9540 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 115521 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 1231 members 
Mstep: Class 40 contains 8186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111762560.000000 Penalty: 89247.812500
Iteration 82Q: 41 clusters Score -1.117626e+08 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 103535 members 
Mstep: Class 3 contains 6200 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 9475 members 
Mstep: Class 6 contains 51589 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 7288 members 
Mstep: Class 9 contains 70307 members 
Mstep: Class 10 contains 82616 members 
Mstep: Class 11 contains 100453 members 
Mstep: Class 12 contains 60596 members 
Mstep: Class 13 contains 4963 members 
Mstep: Class 14 contains 104752 members 
Mstep: Class 15 contains 3225 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 3842 members 
Mstep: Class 19 contains 4085 members 
Mstep: Class 20 contains 27682 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 1627 members 
Mstep: Class 23 contains 303 members 
Mstep: Class 24 contains 6824 members 
Mstep: Class 25 contains 88011 members 
Mstep: Class 26 contains 705 members 
Mstep: Class 27 contains 6145 members 
Mstep: Class 28 contains 4743 members 
Mstep: Class 29 contains 2698 members 
Mstep: Class 30 contains 1912 members 
Mstep: Class 31 contains 821 members 
Mstep: Class 32 contains 260 members 
Mstep: Class 33 contains 11901 members 
Mstep: Class 34 contains 9008 members 
Mstep: Class 35 contains 9614 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 115469 members 
Mstep: Class 38 contains 440 members 
Mstep: Class 39 contains 1240 members 
Mstep: Class 40 contains 8220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111764864.000000 Penalty: 89247.812500
Iteration 83Q: 41 clusters Score -1.117649e+08 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 103203 members 
Mstep: Class 3 contains 6294 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 9481 members 
Mstep: Class 6 contains 51263 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 7264 members 
Mstep: Class 9 contains 70498 members 
Mstep: Class 10 contains 82324 members 
Mstep: Class 11 contains 100384 members 
Mstep: Class 12 contains 60160 members 
Mstep: Class 13 contains 5006 members 
Mstep: Class 14 contains 104588 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 486 members 
Mstep: Class 18 contains 4073 members 
Mstep: Class 19 contains 3943 members 
Mstep: Class 20 contains 27613 members 
Mstep: Class 21 contains 390 members 
Mstep: Class 22 contains 1627 members 
Mstep: Class 23 contains 307 members 
Mstep: Class 24 contains 7080 members 
Mstep: Class 25 contains 88657 members 
Mstep: Class 26 contains 706 members 
Mstep: Class 27 contains 6306 members 
Mstep: Class 28 contains 4700 members 
Mstep: Class 29 contains 2741 members 
Mstep: Class 30 contains 1918 members 
Mstep: Class 31 contains 822 members 
Mstep: Class 32 contains 257 members 
Mstep: Class 33 contains 12302 members 
Mstep: Class 34 contains 9119 members 
Mstep: Class 35 contains 9682 members 
Mstep: Class 36 contains 418 members 
Mstep: Class 37 contains 115347 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1242 members 
Mstep: Class 40 contains 8224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111766224.000000 Penalty: 89247.812500
Iteration 84Q: 41 clusters Score -1.117662e+08 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 102975 members 
Mstep: Class 3 contains 6345 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 9480 members 
Mstep: Class 6 contains 50985 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 7232 members 
Mstep: Class 9 contains 70674 members 
Mstep: Class 10 contains 82085 members 
Mstep: Class 11 contains 100297 members 
Mstep: Class 12 contains 59726 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 104526 members 
Mstep: Class 15 contains 3165 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4289 members 
Mstep: Class 19 contains 3842 members 
Mstep: Class 20 contains 27556 members 
Mstep: Class 21 contains 391 members 
Mstep: Class 22 contains 1635 members 
Mstep: Class 23 contains 310 members 
Mstep: Class 24 contains 7318 members 
Mstep: Class 25 contains 89246 members 
Mstep: Class 26 contains 707 members 
Mstep: Class 27 contains 6410 members 
Mstep: Class 28 contains 4661 members 
Mstep: Class 29 contains 2777 members 
Mstep: Class 30 contains 1915 members 
Mstep: Class 31 contains 824 members 
Mstep: Class 32 contains 253 members 
Mstep: Class 33 contains 12563 members 
Mstep: Class 34 contains 9212 members 
Mstep: Class 35 contains 9726 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 115169 members 
Mstep: Class 38 contains 453 members 
Mstep: Class 39 contains 1240 members 
Mstep: Class 40 contains 8240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111767208.000000 Penalty: 89247.812500
Iteration 85Q: 41 clusters Score -1.117672e+08 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 102833 members 
Mstep: Class 3 contains 6390 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 9478 members 
Mstep: Class 6 contains 50725 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 7213 members 
Mstep: Class 9 contains 70852 members 
Mstep: Class 10 contains 81796 members 
Mstep: Class 11 contains 100251 members 
Mstep: Class 12 contains 59336 members 
Mstep: Class 13 contains 5050 members 
Mstep: Class 14 contains 104516 members 
Mstep: Class 15 contains 3144 members 
Mstep: Class 16 contains 1384 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4485 members 
Mstep: Class 19 contains 3751 members 
Mstep: Class 20 contains 27503 members 
Mstep: Class 21 contains 390 members 
Mstep: Class 22 contains 1637 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 7530 members 
Mstep: Class 25 contains 89774 members 
Mstep: Class 26 contains 707 members 
Mstep: Class 27 contains 6483 members 
Mstep: Class 28 contains 4635 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 1917 members 
Mstep: Class 31 contains 818 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 12728 members 
Mstep: Class 34 contains 9288 members 
Mstep: Class 35 contains 9767 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 115010 members 
Mstep: Class 38 contains 454 members 
Mstep: Class 39 contains 1241 members 
Mstep: Class 40 contains 8236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111768200.000000 Penalty: 89247.812500
Iteration 86Q: 41 clusters Score -1.117682e+08 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 102718 members 
Mstep: Class 3 contains 6440 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 9473 members 
Mstep: Class 6 contains 50527 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 7199 members 
Mstep: Class 9 contains 70992 members 
Mstep: Class 10 contains 81529 members 
Mstep: Class 11 contains 100162 members 
Mstep: Class 12 contains 58950 members 
Mstep: Class 13 contains 5047 members 
Mstep: Class 14 contains 104546 members 
Mstep: Class 15 contains 3148 members 
Mstep: Class 16 contains 1385 members 
Mstep: Class 17 contains 483 members 
Mstep: Class 18 contains 4670 members 
Mstep: Class 19 contains 3692 members 
Mstep: Class 20 contains 27452 members 
Mstep: Class 21 contains 386 members 
Mstep: Class 22 contains 1639 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 7743 members 
Mstep: Class 25 contains 90270 members 
Mstep: Class 26 contains 707 members 
Mstep: Class 27 contains 6526 members 
Mstep: Class 28 contains 4600 members 
Mstep: Class 29 contains 2867 members 
Mstep: Class 30 contains 1912 members 
Mstep: Class 31 contains 817 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 12858 members 
Mstep: Class 34 contains 9348 members 
Mstep: Class 35 contains 9799 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 114827 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 1239 members 
Mstep: Class 40 contains 8240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769168.000000 Penalty: 89247.812500
Iteration 87Q: 41 clusters Score -1.117692e+08 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 102686 members 
Mstep: Class 3 contains 6483 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 9470 members 
Mstep: Class 6 contains 50328 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 7183 members 
Mstep: Class 9 contains 71143 members 
Mstep: Class 10 contains 81354 members 
Mstep: Class 11 contains 100051 members 
Mstep: Class 12 contains 58574 members 
Mstep: Class 13 contains 5050 members 
Mstep: Class 14 contains 104560 members 
Mstep: Class 15 contains 3148 members 
Mstep: Class 16 contains 1386 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 4829 members 
Mstep: Class 19 contains 3652 members 
Mstep: Class 20 contains 27413 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 1643 members 
Mstep: Class 23 contains 315 members 
Mstep: Class 24 contains 7925 members 
Mstep: Class 25 contains 90697 members 
Mstep: Class 26 contains 708 members 
Mstep: Class 27 contains 6546 members 
Mstep: Class 28 contains 4564 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 1912 members 
Mstep: Class 31 contains 819 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 12945 members 
Mstep: Class 34 contains 9381 members 
Mstep: Class 35 contains 9823 members 
Mstep: Class 36 contains 428 members 
Mstep: Class 37 contains 114689 members 
Mstep: Class 38 contains 456 members 
Mstep: Class 39 contains 1230 members 
Mstep: Class 40 contains 8237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769664.000000 Penalty: 89247.812500
Iteration 88Q: 41 clusters Score -1.117697e+08 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 102620 members 
Mstep: Class 3 contains 6512 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 9470 members 
Mstep: Class 6 contains 50159 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 7159 members 
Mstep: Class 9 contains 71318 members 
Mstep: Class 10 contains 81180 members 
Mstep: Class 11 contains 99922 members 
Mstep: Class 12 contains 58234 members 
Mstep: Class 13 contains 5051 members 
Mstep: Class 14 contains 104590 members 
Mstep: Class 15 contains 3144 members 
Mstep: Class 16 contains 1386 members 
Mstep: Class 17 contains 486 members 
Mstep: Class 18 contains 4976 members 
Mstep: Class 19 contains 3635 members 
Mstep: Class 20 contains 27416 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 1647 members 
Mstep: Class 23 contains 317 members 
Mstep: Class 24 contains 8066 members 
Mstep: Class 25 contains 91091 members 
Mstep: Class 26 contains 708 members 
Mstep: Class 27 contains 6568 members 
Mstep: Class 28 contains 4531 members 
Mstep: Class 29 contains 2947 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 823 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 13033 members 
Mstep: Class 34 contains 9410 members 
Mstep: Class 35 contains 9838 members 
Mstep: Class 36 contains 428 members 
Mstep: Class 37 contains 114561 members 
Mstep: Class 38 contains 456 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111770056.000000 Penalty: 89247.812500
Iteration 89Q: 41 clusters Score -1.117701e+08 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 102646 members 
Mstep: Class 3 contains 6532 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 9468 members 
Mstep: Class 6 contains 49994 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 7128 members 
Mstep: Class 9 contains 71474 members 
Mstep: Class 10 contains 81033 members 
Mstep: Class 11 contains 99844 members 
Mstep: Class 12 contains 57901 members 
Mstep: Class 13 contains 5044 members 
Mstep: Class 14 contains 104580 members 
Mstep: Class 15 contains 3136 members 
Mstep: Class 16 contains 1388 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 3607 members 
Mstep: Class 20 contains 27420 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 317 members 
Mstep: Class 24 contains 8202 members 
Mstep: Class 25 contains 91438 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 6591 members 
Mstep: Class 28 contains 4505 members 
Mstep: Class 29 contains 2971 members 
Mstep: Class 30 contains 1905 members 
Mstep: Class 31 contains 823 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 13102 members 
Mstep: Class 34 contains 9444 members 
Mstep: Class 35 contains 9855 members 
Mstep: Class 36 contains 429 members 
Mstep: Class 37 contains 114406 members 
Mstep: Class 38 contains 457 members 
Mstep: Class 39 contains 1225 members 
Mstep: Class 40 contains 8224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111770264.000000 Penalty: 89247.812500
Iteration 90Q: 41 clusters Score -1.117703e+08 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 102610 members 
Mstep: Class 3 contains 6555 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 9467 members 
Mstep: Class 6 contains 49840 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 7105 members 
Mstep: Class 9 contains 71666 members 
Mstep: Class 10 contains 80909 members 
Mstep: Class 11 contains 99741 members 
Mstep: Class 12 contains 57575 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 104589 members 
Mstep: Class 15 contains 3132 members 
Mstep: Class 16 contains 1394 members 
Mstep: Class 17 contains 488 members 
Mstep: Class 18 contains 5227 members 
Mstep: Class 19 contains 3591 members 
Mstep: Class 20 contains 27398 members 
Mstep: Class 21 contains 382 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 8312 members 
Mstep: Class 25 contains 91832 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 6600 members 
Mstep: Class 28 contains 4481 members 
Mstep: Class 29 contains 2988 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 825 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 13162 members 
Mstep: Class 34 contains 9474 members 
Mstep: Class 35 contains 9859 members 
Mstep: Class 36 contains 429 members 
Mstep: Class 37 contains 114291 members 
Mstep: Class 38 contains 459 members 
Mstep: Class 39 contains 1221 members 
Mstep: Class 40 contains 8210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111770680.000000 Penalty: 89247.812500
Iteration 91Q: 41 clusters Score -1.117707e+08 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 102633 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 9469 members 
Mstep: Class 6 contains 49691 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 7088 members 
Mstep: Class 9 contains 71936 members 
Mstep: Class 10 contains 80756 members 
Mstep: Class 11 contains 99631 members 
Mstep: Class 12 contains 57279 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 104616 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 1395 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 5318 members 
Mstep: Class 19 contains 3576 members 
Mstep: Class 20 contains 27366 members 
Mstep: Class 21 contains 382 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 8420 members 
Mstep: Class 25 contains 92107 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 6614 members 
Mstep: Class 28 contains 4450 members 
Mstep: Class 29 contains 3004 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 825 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 13214 members 
Mstep: Class 34 contains 9511 members 
Mstep: Class 35 contains 9859 members 
Mstep: Class 36 contains 429 members 
Mstep: Class 37 contains 114159 members 
Mstep: Class 38 contains 459 members 
Mstep: Class 39 contains 1221 members 
Mstep: Class 40 contains 8206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111770904.000000 Penalty: 89247.812500
Iteration 92Q: 41 clusters Score -1.117709e+08 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 102672 members 
Mstep: Class 3 contains 6607 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 9467 members 
Mstep: Class 6 contains 49538 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 7072 members 
Mstep: Class 9 contains 72209 members 
Mstep: Class 10 contains 80618 members 
Mstep: Class 11 contains 99549 members 
Mstep: Class 12 contains 56968 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 104664 members 
Mstep: Class 15 contains 3126 members 
Mstep: Class 16 contains 1393 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 5389 members 
Mstep: Class 19 contains 3572 members 
Mstep: Class 20 contains 27335 members 
Mstep: Class 21 contains 382 members 
Mstep: Class 22 contains 1653 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 8513 members 
Mstep: Class 25 contains 92354 members 
Mstep: Class 26 contains 708 members 
Mstep: Class 27 contains 6622 members 
Mstep: Class 28 contains 4420 members 
Mstep: Class 29 contains 3005 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 826 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 13259 members 
Mstep: Class 34 contains 9553 members 
Mstep: Class 35 contains 9855 members 
Mstep: Class 36 contains 429 members 
Mstep: Class 37 contains 114040 members 
Mstep: Class 38 contains 460 members 
Mstep: Class 39 contains 1220 members 
Mstep: Class 40 contains 8207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111770488.000000 Penalty: 89247.812500
Iteration 93Q: 41 clusters Score -1.117705e+08 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 102753 members 
Mstep: Class 3 contains 6619 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 9465 members 
Mstep: Class 6 contains 49430 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 7054 members 
Mstep: Class 9 contains 72441 members 
Mstep: Class 10 contains 80478 members 
Mstep: Class 11 contains 99481 members 
Mstep: Class 12 contains 56691 members 
Mstep: Class 13 contains 5030 members 
Mstep: Class 14 contains 104697 members 
Mstep: Class 15 contains 3122 members 
Mstep: Class 16 contains 1393 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 5468 members 
Mstep: Class 19 contains 3567 members 
Mstep: Class 20 contains 27291 members 
Mstep: Class 21 contains 382 members 
Mstep: Class 22 contains 1655 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 8597 members 
Mstep: Class 25 contains 92544 members 
Mstep: Class 26 contains 708 members 
Mstep: Class 27 contains 6631 members 
Mstep: Class 28 contains 4393 members 
Mstep: Class 29 contains 3004 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 826 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 13289 members 
Mstep: Class 34 contains 9598 members 
Mstep: Class 35 contains 9855 members 
Mstep: Class 36 contains 429 members 
Mstep: Class 37 contains 113928 members 
Mstep: Class 38 contains 462 members 
Mstep: Class 39 contains 1222 members 
Mstep: Class 40 contains 8213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111770952.000000 Penalty: 89247.812500
Iteration 94Q: 41 clusters Score -1.11771e+08 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 102917 members 
Mstep: Class 3 contains 6628 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 9464 members 
Mstep: Class 6 contains 49280 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 7044 members 
Mstep: Class 9 contains 72676 members 
Mstep: Class 10 contains 80368 members 
Mstep: Class 11 contains 99373 members 
Mstep: Class 12 contains 56443 members 
Mstep: Class 13 contains 5028 members 
Mstep: Class 14 contains 104744 members 
Mstep: Class 15 contains 3115 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 5532 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 27258 members 
Mstep: Class 21 contains 382 members 
Mstep: Class 22 contains 1656 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 8667 members 
Mstep: Class 25 contains 92706 members 
Mstep: Class 26 contains 708 members 
Mstep: Class 27 contains 6640 members 
Mstep: Class 28 contains 4369 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 827 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 13328 members 
Mstep: Class 34 contains 9624 members 
Mstep: Class 35 contains 9861 members 
Mstep: Class 36 contains 430 members 
Mstep: Class 37 contains 113792 members 
Mstep: Class 38 contains 462 members 
Mstep: Class 39 contains 1223 members 
Mstep: Class 40 contains 8210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111771080.000000 Penalty: 89247.812500
Iteration 95Q: 41 clusters Score -1.117711e+08 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 103040 members 
Mstep: Class 3 contains 6639 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 9463 members 
Mstep: Class 6 contains 49140 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 7035 members 
Mstep: Class 9 contains 72924 members 
Mstep: Class 10 contains 80279 members 
Mstep: Class 11 contains 99267 members 
Mstep: Class 12 contains 56196 members 
Mstep: Class 13 contains 5024 members 
Mstep: Class 14 contains 104806 members 
Mstep: Class 15 contains 3114 members 
Mstep: Class 16 contains 1385 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 5581 members 
Mstep: Class 19 contains 3570 members 
Mstep: Class 20 contains 27223 members 
Mstep: Class 21 contains 382 members 
Mstep: Class 22 contains 1658 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 8726 members 
Mstep: Class 25 contains 92870 members 
Mstep: Class 26 contains 708 members 
Mstep: Class 27 contains 6645 members 
Mstep: Class 28 contains 4346 members 
Mstep: Class 29 contains 3015 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 829 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 13350 members 
Mstep: Class 34 contains 9654 members 
Mstep: Class 35 contains 9864 members 
Mstep: Class 36 contains 430 members 
Mstep: Class 37 contains 113671 members 
Mstep: Class 38 contains 464 members 
Mstep: Class 39 contains 1223 members 
Mstep: Class 40 contains 8207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111770896.000000 Penalty: 89247.812500
Iteration 96Q: 41 clusters Score -1.117709e+08 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 103066 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 9461 members 
Mstep: Class 6 contains 49012 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 7030 members 
Mstep: Class 9 contains 73193 members 
Mstep: Class 10 contains 80201 members 
Mstep: Class 11 contains 99200 members 
Mstep: Class 12 contains 55929 members 
Mstep: Class 13 contains 5016 members 
Mstep: Class 14 contains 104917 members 
Mstep: Class 15 contains 3110 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 5623 members 
Mstep: Class 19 contains 3567 members 
Mstep: Class 20 contains 27173 members 
Mstep: Class 21 contains 382 members 
Mstep: Class 22 contains 1655 members 
Mstep: Class 23 contains 317 members 
Mstep: Class 24 contains 8795 members 
Mstep: Class 25 contains 93025 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 6657 members 
Mstep: Class 28 contains 4325 members 
Mstep: Class 29 contains 3026 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 833 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 13375 members 
Mstep: Class 34 contains 9682 members 
Mstep: Class 35 contains 9863 members 
Mstep: Class 36 contains 430 members 
Mstep: Class 37 contains 113555 members 
Mstep: Class 38 contains 465 members 
Mstep: Class 39 contains 1221 members 
Mstep: Class 40 contains 8205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111771304.000000 Penalty: 89247.812500
Iteration 97Q: 41 clusters Score -1.117713e+08 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 103113 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 9455 members 
Mstep: Class 6 contains 48893 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 7028 members 
Mstep: Class 9 contains 73456 members 
Mstep: Class 10 contains 80162 members 
Mstep: Class 11 contains 99161 members 
Mstep: Class 12 contains 55660 members 
Mstep: Class 13 contains 5010 members 
Mstep: Class 14 contains 104991 members 
Mstep: Class 15 contains 3108 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 27130 members 
Mstep: Class 21 contains 382 members 
Mstep: Class 22 contains 1655 members 
Mstep: Class 23 contains 317 members 
Mstep: Class 24 contains 8856 members 
Mstep: Class 25 contains 93205 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 6669 members 
Mstep: Class 28 contains 4307 members 
Mstep: Class 29 contains 3028 members 
Mstep: Class 30 contains 1905 members 
Mstep: Class 31 contains 833 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 13384 members 
Mstep: Class 34 contains 9706 members 
Mstep: Class 35 contains 9860 members 
Mstep: Class 36 contains 431 members 
Mstep: Class 37 contains 113394 members 
Mstep: Class 38 contains 465 members 
Mstep: Class 39 contains 1220 members 
Mstep: Class 40 contains 8199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111771520.000000 Penalty: 89247.812500
Iteration 98Q: 41 clusters Score -1.117715e+08 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 103221 members 
Mstep: Class 3 contains 6647 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 9452 members 
Mstep: Class 6 contains 48769 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 7019 members 
Mstep: Class 9 contains 73721 members 
Mstep: Class 10 contains 80110 members 
Mstep: Class 11 contains 99090 members 
Mstep: Class 12 contains 55419 members 
Mstep: Class 13 contains 5003 members 
Mstep: Class 14 contains 105018 members 
Mstep: Class 15 contains 3111 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 5702 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 27097 members 
Mstep: Class 21 contains 382 members 
Mstep: Class 22 contains 1654 members 
Mstep: Class 23 contains 317 members 
Mstep: Class 24 contains 8910 members 
Mstep: Class 25 contains 93344 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6677 members 
Mstep: Class 28 contains 4293 members 
Mstep: Class 29 contains 3041 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 837 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 13394 members 
Mstep: Class 34 contains 9730 members 
Mstep: Class 35 contains 9859 members 
Mstep: Class 36 contains 431 members 
Mstep: Class 37 contains 113264 members 
Mstep: Class 38 contains 466 members 
Mstep: Class 39 contains 1220 members 
Mstep: Class 40 contains 8195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111771848.000000 Penalty: 89247.812500
Iteration 99Q: 41 clusters Score -1.117718e+08 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 103293 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 9453 members 
Mstep: Class 6 contains 48650 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 7017 members 
Mstep: Class 9 contains 73954 members 
Mstep: Class 10 contains 80063 members 
Mstep: Class 11 contains 99056 members 
Mstep: Class 12 contains 55199 members 
Mstep: Class 13 contains 4998 members 
Mstep: Class 14 contains 105075 members 
Mstep: Class 15 contains 3114 members 
Mstep: Class 16 contains 1385 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 5749 members 
Mstep: Class 19 contains 3563 members 
Mstep: Class 20 contains 27077 members 
Mstep: Class 21 contains 382 members 
Mstep: Class 22 contains 1655 members 
Mstep: Class 23 contains 317 members 
Mstep: Class 24 contains 8945 members 
Mstep: Class 25 contains 93415 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6686 members 
Mstep: Class 28 contains 4276 members 
Mstep: Class 29 contains 3053 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 837 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 13400 members 
Mstep: Class 34 contains 9747 members 
Mstep: Class 35 contains 9865 members 
Mstep: Class 36 contains 431 members 
Mstep: Class 37 contains 113158 members 
Mstep: Class 38 contains 466 members 
Mstep: Class 39 contains 1221 members 
Mstep: Class 40 contains 8194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111772368.000000 Penalty: 89247.812500
Iteration 100F: 41 clusters Score -1.117724e+08 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 103326 members 
Mstep: Class 3 contains 6639 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 9452 members 
Mstep: Class 6 contains 48549 members 
Mstep: Class 7 contains 295 members 
Mstep: Class 8 contains 7015 members 
Mstep: Class 9 contains 74236 members 
Mstep: Class 10 contains 79985 members 
Mstep: Class 11 contains 98986 members 
Mstep: Class 12 contains 54978 members 
Mstep: Class 13 contains 5000 members 
Mstep: Class 14 contains 105166 members 
Mstep: Class 15 contains 3112 members 
Mstep: Class 16 contains 1385 members 
Mstep: Class 17 contains 493 members 
Mstep: Class 18 contains 5800 members 
Mstep: Class 19 contains 3563 members 
Mstep: Class 20 contains 27063 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 1657 members 
Mstep: Class 23 contains 336 members 
Mstep: Class 24 contains 8982 members 
Mstep: Class 25 contains 93498 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6697 members 
Mstep: Class 28 contains 4265 members 
Mstep: Class 29 contains 3068 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 836 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 13416 members 
Mstep: Class 34 contains 9760 members 
Mstep: Class 35 contains 9873 members 
Mstep: Class 36 contains 430 members 
Mstep: Class 37 contains 113024 members 
Mstep: Class 38 contains 465 members 
Mstep: Class 39 contains 1225 members 
Mstep: Class 40 contains 8192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773360.000000 Penalty: 89247.812500
Iteration 101Q: 41 clusters Score -1.117734e+08 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 103369 members 
Mstep: Class 3 contains 6637 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 9451 members 
Mstep: Class 6 contains 48442 members 
Mstep: Class 7 contains 284 members 
Mstep: Class 8 contains 7012 members 
Mstep: Class 9 contains 74526 members 
Mstep: Class 10 contains 79927 members 
Mstep: Class 11 contains 98877 members 
Mstep: Class 12 contains 54784 members 
Mstep: Class 13 contains 5002 members 
Mstep: Class 14 contains 105268 members 
Mstep: Class 15 contains 3110 members 
Mstep: Class 16 contains 1387 members 
Mstep: Class 17 contains 498 members 
Mstep: Class 18 contains 5855 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 27059 members 
Mstep: Class 21 contains 386 members 
Mstep: Class 22 contains 1657 members 
Mstep: Class 23 contains 343 members 
Mstep: Class 24 contains 9020 members 
Mstep: Class 25 contains 93567 members 
Mstep: Class 26 contains 713 members 
Mstep: Class 27 contains 6699 members 
Mstep: Class 28 contains 4257 members 
Mstep: Class 29 contains 3076 members 
Mstep: Class 30 contains 1905 members 
Mstep: Class 31 contains 832 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 13427 members 
Mstep: Class 34 contains 9768 members 
Mstep: Class 35 contains 9879 members 
Mstep: Class 36 contains 430 members 
Mstep: Class 37 contains 112891 members 
Mstep: Class 38 contains 465 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 8193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773384.000000 Penalty: 89247.812500
Iteration 102Q: 41 clusters Score -1.117734e+08 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 103461 members 
Mstep: Class 3 contains 6637 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 9451 members 
Mstep: Class 6 contains 48323 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 7005 members 
Mstep: Class 9 contains 74788 members 
Mstep: Class 10 contains 79884 members 
Mstep: Class 11 contains 98815 members 
Mstep: Class 12 contains 54604 members 
Mstep: Class 13 contains 5001 members 
Mstep: Class 14 contains 105289 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 1387 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 5899 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 27051 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1658 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 9045 members 
Mstep: Class 25 contains 93650 members 
Mstep: Class 26 contains 713 members 
Mstep: Class 27 contains 6709 members 
Mstep: Class 28 contains 4244 members 
Mstep: Class 29 contains 3088 members 
Mstep: Class 30 contains 1904 members 
Mstep: Class 31 contains 831 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 13440 members 
Mstep: Class 34 contains 9781 members 
Mstep: Class 35 contains 9883 members 
Mstep: Class 36 contains 431 members 
Mstep: Class 37 contains 112760 members 
Mstep: Class 38 contains 469 members 
Mstep: Class 39 contains 1228 members 
Mstep: Class 40 contains 8190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773416.000000 Penalty: 89247.812500
Iteration 103Q: 41 clusters Score -1.117734e+08 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 103562 members 
Mstep: Class 3 contains 6645 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 9449 members 
Mstep: Class 6 contains 48187 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 7007 members 
Mstep: Class 9 contains 75071 members 
Mstep: Class 10 contains 79848 members 
Mstep: Class 11 contains 98774 members 
Mstep: Class 12 contains 54400 members 
Mstep: Class 13 contains 4999 members 
Mstep: Class 14 contains 105310 members 
Mstep: Class 15 contains 3109 members 
Mstep: Class 16 contains 1386 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 5929 members 
Mstep: Class 19 contains 3553 members 
Mstep: Class 20 contains 27026 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 9077 members 
Mstep: Class 25 contains 93744 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6712 members 
Mstep: Class 28 contains 4233 members 
Mstep: Class 29 contains 3100 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 830 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 13448 members 
Mstep: Class 34 contains 9796 members 
Mstep: Class 35 contains 9888 members 
Mstep: Class 36 contains 431 members 
Mstep: Class 37 contains 112608 members 
Mstep: Class 38 contains 474 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 8196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773568.000000 Penalty: 89247.812500
Iteration 104Q: 41 clusters Score -1.117736e+08 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 103655 members 
Mstep: Class 3 contains 6650 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 9445 members 
Mstep: Class 6 contains 48069 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 7005 members 
Mstep: Class 9 contains 75319 members 
Mstep: Class 10 contains 79822 members 
Mstep: Class 11 contains 98761 members 
Mstep: Class 12 contains 54219 members 
Mstep: Class 13 contains 4997 members 
Mstep: Class 14 contains 105256 members 
Mstep: Class 15 contains 3106 members 
Mstep: Class 16 contains 1385 members 
Mstep: Class 17 contains 502 members 
Mstep: Class 18 contains 5949 members 
Mstep: Class 19 contains 3553 members 
Mstep: Class 20 contains 27000 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 321 members 
Mstep: Class 24 contains 9103 members 
Mstep: Class 25 contains 93883 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6716 members 
Mstep: Class 28 contains 4220 members 
Mstep: Class 29 contains 3112 members 
Mstep: Class 30 contains 1902 members 
Mstep: Class 31 contains 829 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 13453 members 
Mstep: Class 34 contains 9812 members 
Mstep: Class 35 contains 9898 members 
Mstep: Class 36 contains 431 members 
Mstep: Class 37 contains 112474 members 
Mstep: Class 38 contains 480 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 8198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773864.000000 Penalty: 89247.812500
Iteration 105Q: 41 clusters Score -1.117739e+08 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 103659 members 
Mstep: Class 3 contains 6653 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 9445 members 
Mstep: Class 6 contains 47967 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 7006 members 
Mstep: Class 9 contains 75595 members 
Mstep: Class 10 contains 79812 members 
Mstep: Class 11 contains 98760 members 
Mstep: Class 12 contains 54046 members 
Mstep: Class 13 contains 4997 members 
Mstep: Class 14 contains 105260 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 1384 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 5964 members 
Mstep: Class 19 contains 3557 members 
Mstep: Class 20 contains 26960 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 317 members 
Mstep: Class 24 contains 9108 members 
Mstep: Class 25 contains 94005 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6720 members 
Mstep: Class 28 contains 4202 members 
Mstep: Class 29 contains 3124 members 
Mstep: Class 30 contains 1901 members 
Mstep: Class 31 contains 829 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 13461 members 
Mstep: Class 34 contains 9826 members 
Mstep: Class 35 contains 9904 members 
Mstep: Class 36 contains 431 members 
Mstep: Class 37 contains 112346 members 
Mstep: Class 38 contains 484 members 
Mstep: Class 39 contains 1225 members 
Mstep: Class 40 contains 8192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774064.000000 Penalty: 89247.812500
Iteration 106Q: 41 clusters Score -1.117741e+08 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 103697 members 
Mstep: Class 3 contains 6653 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 9445 members 
Mstep: Class 6 contains 47858 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 7008 members 
Mstep: Class 9 contains 75871 members 
Mstep: Class 10 contains 79803 members 
Mstep: Class 11 contains 98770 members 
Mstep: Class 12 contains 53903 members 
Mstep: Class 13 contains 4998 members 
Mstep: Class 14 contains 105219 members 
Mstep: Class 15 contains 3108 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 501 members 
Mstep: Class 18 contains 5980 members 
Mstep: Class 19 contains 3559 members 
Mstep: Class 20 contains 26937 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1658 members 
Mstep: Class 23 contains 315 members 
Mstep: Class 24 contains 9121 members 
Mstep: Class 25 contains 94088 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6718 members 
Mstep: Class 28 contains 4186 members 
Mstep: Class 29 contains 3142 members 
Mstep: Class 30 contains 1901 members 
Mstep: Class 31 contains 829 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 13472 members 
Mstep: Class 34 contains 9832 members 
Mstep: Class 35 contains 9904 members 
Mstep: Class 36 contains 431 members 
Mstep: Class 37 contains 112217 members 
Mstep: Class 38 contains 488 members 
Mstep: Class 39 contains 1225 members 
Mstep: Class 40 contains 8188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774288.000000 Penalty: 89247.812500
Iteration 107Q: 41 clusters Score -1.117743e+08 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 103754 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 9443 members 
Mstep: Class 6 contains 47745 members 
Mstep: Class 7 contains 282 members 
Mstep: Class 8 contains 7015 members 
Mstep: Class 9 contains 76124 members 
Mstep: Class 10 contains 79799 members 
Mstep: Class 11 contains 98793 members 
Mstep: Class 12 contains 53759 members 
Mstep: Class 13 contains 4995 members 
Mstep: Class 14 contains 105178 members 
Mstep: Class 15 contains 3108 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 501 members 
Mstep: Class 18 contains 5998 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 26906 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 9135 members 
Mstep: Class 25 contains 94162 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6726 members 
Mstep: Class 28 contains 4174 members 
Mstep: Class 29 contains 3151 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 829 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 13481 members 
Mstep: Class 34 contains 9836 members 
Mstep: Class 35 contains 9901 members 
Mstep: Class 36 contains 431 members 
Mstep: Class 37 contains 112098 members 
Mstep: Class 38 contains 492 members 
Mstep: Class 39 contains 1224 members 
Mstep: Class 40 contains 8185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774384.000000 Penalty: 89247.812500
Iteration 108Q: 41 clusters Score -1.117744e+08 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 103810 members 
Mstep: Class 3 contains 6660 members 
Mstep: Class 4 contains 358 members 
Mstep: Class 5 contains 9443 members 
Mstep: Class 6 contains 47636 members 
Mstep: Class 7 contains 282 members 
Mstep: Class 8 contains 7012 members 
Mstep: Class 9 contains 76405 members 
Mstep: Class 10 contains 79787 members 
Mstep: Class 11 contains 98802 members 
Mstep: Class 12 contains 53630 members 
Mstep: Class 13 contains 4994 members 
Mstep: Class 14 contains 105115 members 
Mstep: Class 15 contains 3106 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 501 members 
Mstep: Class 18 contains 6004 members 
Mstep: Class 19 contains 3555 members 
Mstep: Class 20 contains 26879 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 312 members 
Mstep: Class 24 contains 9146 members 
Mstep: Class 25 contains 94262 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6733 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 3162 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 829 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 13486 members 
Mstep: Class 34 contains 9840 members 
Mstep: Class 35 contains 9901 members 
Mstep: Class 36 contains 431 members 
Mstep: Class 37 contains 111966 members 
Mstep: Class 38 contains 493 members 
Mstep: Class 39 contains 1224 members 
Mstep: Class 40 contains 8191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774048.000000 Penalty: 89247.812500
Iteration 109Q: 41 clusters Score -1.11774e+08 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 103815 members 
Mstep: Class 3 contains 6662 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9441 members 
Mstep: Class 6 contains 47522 members 
Mstep: Class 7 contains 282 members 
Mstep: Class 8 contains 7007 members 
Mstep: Class 9 contains 76677 members 
Mstep: Class 10 contains 79790 members 
Mstep: Class 11 contains 98828 members 
Mstep: Class 12 contains 53509 members 
Mstep: Class 13 contains 4991 members 
Mstep: Class 14 contains 105079 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 501 members 
Mstep: Class 18 contains 6013 members 
Mstep: Class 19 contains 3551 members 
Mstep: Class 20 contains 26852 members 
Mstep: Class 21 contains 386 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 312 members 
Mstep: Class 24 contains 9173 members 
Mstep: Class 25 contains 94353 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 4150 members 
Mstep: Class 29 contains 3158 members 
Mstep: Class 30 contains 1901 members 
Mstep: Class 31 contains 829 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 13498 members 
Mstep: Class 34 contains 9847 members 
Mstep: Class 35 contains 9901 members 
Mstep: Class 36 contains 431 members 
Mstep: Class 37 contains 111822 members 
Mstep: Class 38 contains 493 members 
Mstep: Class 39 contains 1223 members 
Mstep: Class 40 contains 8200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773824.000000 Penalty: 89247.812500
Iteration 110Q: 41 clusters Score -1.117738e+08 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 103830 members 
Mstep: Class 3 contains 6656 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9441 members 
Mstep: Class 6 contains 47398 members 
Mstep: Class 7 contains 282 members 
Mstep: Class 8 contains 7002 members 
Mstep: Class 9 contains 76939 members 
Mstep: Class 10 contains 79783 members 
Mstep: Class 11 contains 98833 members 
Mstep: Class 12 contains 53408 members 
Mstep: Class 13 contains 4992 members 
Mstep: Class 14 contains 105048 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 501 members 
Mstep: Class 18 contains 6025 members 
Mstep: Class 19 contains 3551 members 
Mstep: Class 20 contains 26826 members 
Mstep: Class 21 contains 386 members 
Mstep: Class 22 contains 1658 members 
Mstep: Class 23 contains 312 members 
Mstep: Class 24 contains 9210 members 
Mstep: Class 25 contains 94439 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 4142 members 
Mstep: Class 29 contains 3158 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 829 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 13508 members 
Mstep: Class 34 contains 9855 members 
Mstep: Class 35 contains 9892 members 
Mstep: Class 36 contains 431 members 
Mstep: Class 37 contains 111698 members 
Mstep: Class 38 contains 495 members 
Mstep: Class 39 contains 1222 members 
Mstep: Class 40 contains 8206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773688.000000 Penalty: 89247.812500
Iteration 111Q: 41 clusters Score -1.117737e+08 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 103855 members 
Mstep: Class 3 contains 6652 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9441 members 
Mstep: Class 6 contains 47296 members 
Mstep: Class 7 contains 282 members 
Mstep: Class 8 contains 6998 members 
Mstep: Class 9 contains 77204 members 
Mstep: Class 10 contains 79796 members 
Mstep: Class 11 contains 98817 members 
Mstep: Class 12 contains 53327 members 
Mstep: Class 13 contains 4994 members 
Mstep: Class 14 contains 104997 members 
Mstep: Class 15 contains 3103 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 501 members 
Mstep: Class 18 contains 6044 members 
Mstep: Class 19 contains 3556 members 
Mstep: Class 20 contains 26799 members 
Mstep: Class 21 contains 386 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 312 members 
Mstep: Class 24 contains 9231 members 
Mstep: Class 25 contains 94493 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6749 members 
Mstep: Class 28 contains 4134 members 
Mstep: Class 29 contains 3163 members 
Mstep: Class 30 contains 1901 members 
Mstep: Class 31 contains 830 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 13515 members 
Mstep: Class 34 contains 9859 members 
Mstep: Class 35 contains 9892 members 
Mstep: Class 36 contains 431 members 
Mstep: Class 37 contains 111568 members 
Mstep: Class 38 contains 495 members 
Mstep: Class 39 contains 1221 members 
Mstep: Class 40 contains 8207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773976.000000 Penalty: 89247.812500
Iteration 112Q: 41 clusters Score -1.11774e+08 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 103886 members 
Mstep: Class 3 contains 6654 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9441 members 
Mstep: Class 6 contains 47200 members 
Mstep: Class 7 contains 282 members 
Mstep: Class 8 contains 6988 members 
Mstep: Class 9 contains 77441 members 
Mstep: Class 10 contains 79804 members 
Mstep: Class 11 contains 98820 members 
Mstep: Class 12 contains 53237 members 
Mstep: Class 13 contains 4999 members 
Mstep: Class 14 contains 104958 members 
Mstep: Class 15 contains 3104 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 501 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 3560 members 
Mstep: Class 20 contains 26766 members 
Mstep: Class 21 contains 386 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 312 members 
Mstep: Class 24 contains 9244 members 
Mstep: Class 25 contains 94551 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6750 members 
Mstep: Class 28 contains 4123 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 1901 members 
Mstep: Class 31 contains 830 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 13514 members 
Mstep: Class 34 contains 9867 members 
Mstep: Class 35 contains 9894 members 
Mstep: Class 36 contains 431 members 
Mstep: Class 37 contains 111469 members 
Mstep: Class 38 contains 495 members 
Mstep: Class 39 contains 1220 members 
Mstep: Class 40 contains 8215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774072.000000 Penalty: 89247.812500
Iteration 113Q: 41 clusters Score -1.117741e+08 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 103916 members 
Mstep: Class 3 contains 6651 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9441 members 
Mstep: Class 6 contains 47088 members 
Mstep: Class 7 contains 282 members 
Mstep: Class 8 contains 6983 members 
Mstep: Class 9 contains 77702 members 
Mstep: Class 10 contains 79814 members 
Mstep: Class 11 contains 98802 members 
Mstep: Class 12 contains 53139 members 
Mstep: Class 13 contains 5003 members 
Mstep: Class 14 contains 104920 members 
Mstep: Class 15 contains 3105 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 501 members 
Mstep: Class 18 contains 6072 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 26726 members 
Mstep: Class 21 contains 386 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 312 members 
Mstep: Class 24 contains 9261 members 
Mstep: Class 25 contains 94606 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6751 members 
Mstep: Class 28 contains 4111 members 
Mstep: Class 29 contains 3164 members 
Mstep: Class 30 contains 1901 members 
Mstep: Class 31 contains 829 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 13515 members 
Mstep: Class 34 contains 9873 members 
Mstep: Class 35 contains 9892 members 
Mstep: Class 36 contains 431 members 
Mstep: Class 37 contains 111381 members 
Mstep: Class 38 contains 495 members 
Mstep: Class 39 contains 1220 members 
Mstep: Class 40 contains 8222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774152.000000 Penalty: 89247.812500
Iteration 114Q: 41 clusters Score -1.117742e+08 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 103940 members 
Mstep: Class 3 contains 6656 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9443 members 
Mstep: Class 6 contains 46969 members 
Mstep: Class 7 contains 282 members 
Mstep: Class 8 contains 6982 members 
Mstep: Class 9 contains 77935 members 
Mstep: Class 10 contains 79785 members 
Mstep: Class 11 contains 98774 members 
Mstep: Class 12 contains 53066 members 
Mstep: Class 13 contains 5010 members 
Mstep: Class 14 contains 104913 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 6088 members 
Mstep: Class 19 contains 3568 members 
Mstep: Class 20 contains 26691 members 
Mstep: Class 21 contains 386 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 312 members 
Mstep: Class 24 contains 9276 members 
Mstep: Class 25 contains 94658 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6753 members 
Mstep: Class 28 contains 4098 members 
Mstep: Class 29 contains 3167 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 829 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 13524 members 
Mstep: Class 34 contains 9876 members 
Mstep: Class 35 contains 9888 members 
Mstep: Class 36 contains 431 members 
Mstep: Class 37 contains 111316 members 
Mstep: Class 38 contains 495 members 
Mstep: Class 39 contains 1220 members 
Mstep: Class 40 contains 8227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774400.000000 Penalty: 89247.812500
Iteration 115Q: 41 clusters Score -1.117744e+08 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 104004 members 
Mstep: Class 3 contains 6660 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9442 members 
Mstep: Class 6 contains 46836 members 
Mstep: Class 7 contains 282 members 
Mstep: Class 8 contains 6985 members 
Mstep: Class 9 contains 78183 members 
Mstep: Class 10 contains 79786 members 
Mstep: Class 11 contains 98769 members 
Mstep: Class 12 contains 53014 members 
Mstep: Class 13 contains 5011 members 
Mstep: Class 14 contains 104870 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 6103 members 
Mstep: Class 19 contains 3570 members 
Mstep: Class 20 contains 26644 members 
Mstep: Class 21 contains 386 members 
Mstep: Class 22 contains 1657 members 
Mstep: Class 23 contains 312 members 
Mstep: Class 24 contains 9286 members 
Mstep: Class 25 contains 94653 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6750 members 
Mstep: Class 28 contains 4091 members 
Mstep: Class 29 contains 3168 members 
Mstep: Class 30 contains 1901 members 
Mstep: Class 31 contains 829 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 13528 members 
Mstep: Class 34 contains 9878 members 
Mstep: Class 35 contains 9882 members 
Mstep: Class 36 contains 431 members 
Mstep: Class 37 contains 111258 members 
Mstep: Class 38 contains 495 members 
Mstep: Class 39 contains 1221 members 
Mstep: Class 40 contains 8232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774208.000000 Penalty: 89247.812500
Iteration 116Q: 41 clusters Score -1.117742e+08 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 104065 members 
Mstep: Class 3 contains 6663 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9441 members 
Mstep: Class 6 contains 46724 members 
Mstep: Class 7 contains 282 members 
Mstep: Class 8 contains 6985 members 
Mstep: Class 9 contains 78430 members 
Mstep: Class 10 contains 79783 members 
Mstep: Class 11 contains 98736 members 
Mstep: Class 12 contains 52967 members 
Mstep: Class 13 contains 5021 members 
Mstep: Class 14 contains 104804 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 6116 members 
Mstep: Class 19 contains 3573 members 
Mstep: Class 20 contains 26583 members 
Mstep: Class 21 contains 386 members 
Mstep: Class 22 contains 1657 members 
Mstep: Class 23 contains 312 members 
Mstep: Class 24 contains 9305 members 
Mstep: Class 25 contains 94676 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6752 members 
Mstep: Class 28 contains 4077 members 
Mstep: Class 29 contains 3172 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 828 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 13530 members 
Mstep: Class 34 contains 9880 members 
Mstep: Class 35 contains 9873 members 
Mstep: Class 36 contains 431 members 
Mstep: Class 37 contains 111213 members 
Mstep: Class 38 contains 495 members 
Mstep: Class 39 contains 1220 members 
Mstep: Class 40 contains 8236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774304.000000 Penalty: 89247.812500
Iteration 117Q: 41 clusters Score -1.117743e+08 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 104094 members 
Mstep: Class 3 contains 6665 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9438 members 
Mstep: Class 6 contains 46589 members 
Mstep: Class 7 contains 282 members 
Mstep: Class 8 contains 6981 members 
Mstep: Class 9 contains 78673 members 
Mstep: Class 10 contains 79786 members 
Mstep: Class 11 contains 98698 members 
Mstep: Class 12 contains 52910 members 
Mstep: Class 13 contains 5027 members 
Mstep: Class 14 contains 104806 members 
Mstep: Class 15 contains 3108 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 6124 members 
Mstep: Class 19 contains 3575 members 
Mstep: Class 20 contains 26516 members 
Mstep: Class 21 contains 386 members 
Mstep: Class 22 contains 1657 members 
Mstep: Class 23 contains 312 members 
Mstep: Class 24 contains 9333 members 
Mstep: Class 25 contains 94716 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6753 members 
Mstep: Class 28 contains 4066 members 
Mstep: Class 29 contains 3162 members 
Mstep: Class 30 contains 1899 members 
Mstep: Class 31 contains 828 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 13535 members 
Mstep: Class 34 contains 9885 members 
Mstep: Class 35 contains 9863 members 
Mstep: Class 36 contains 431 members 
Mstep: Class 37 contains 111160 members 
Mstep: Class 38 contains 495 members 
Mstep: Class 39 contains 1220 members 
Mstep: Class 40 contains 8247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774512.000000 Penalty: 89247.812500
Iteration 118Q: 41 clusters Score -1.117745e+08 nChanged 1922
Entering ConstructFrom: 
Score: -111774512.000000 Penalty: 89247.812500
Entering ConstructFrom: 
Trying to split cluster 1 (3829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Entering Unmasked Estep 
Score: -477022.750000 Penalty: 1340.683228
	Iteration 0F: 2 clusters Score -477022.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -473785.781250 Penalty: 2681.366455
	Iteration 0F: 3 clusters Score -473785.8 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -474626.750000 Penalty: 2681.366455
	Iteration 1F: 3 clusters Score -474626.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -474783.000000 Penalty: 2681.366455
	Iteration 2F: 3 clusters Score -474783 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -474891.468750 Penalty: 2681.366455
	Iteration 3Q: 3 clusters Score -474891.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -474966.250000 Penalty: 2681.366455
	Iteration 4Q: 3 clusters Score -474966.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -475027.593750 Penalty: 2681.366455
	Iteration 5Q: 3 clusters Score -475027.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -475089.937500 Penalty: 2681.366455
	Iteration 6Q: 3 clusters Score -475089.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -475168.937500 Penalty: 2681.366455
	Iteration 7Q: 3 clusters Score -475168.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -475286.562500 Penalty: 2681.366455
	Iteration 8Q: 3 clusters Score -475286.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -475460.812500 Penalty: 2681.366455
	Iteration 9Q: 3 clusters Score -475460.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -475799.750000 Penalty: 2681.366455
	Iteration 10Q: 3 clusters Score -475799.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -476482.406250 Penalty: 2681.366455
	Iteration 11F: 3 clusters Score -476482.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -476827.218750 Penalty: 2681.366455
	Iteration 12F: 3 clusters Score -476827.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -477067.781250 Penalty: 2681.366455
	Iteration 13F: 3 clusters Score -477067.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -477300.812500 Penalty: 2681.366455
	Iteration 14Q: 3 clusters Score -477300.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -477634.375000 Penalty: 2681.366455
	Iteration 15Q: 3 clusters Score -477634.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -477910.656250 Penalty: 2681.366455
	Iteration 16Q: 3 clusters Score -477910.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -478012.593750 Penalty: 2681.366455
	Iteration 17Q: 3 clusters Score -478012.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -478077.000000 Penalty: 2681.366455
	Iteration 18Q: 3 clusters Score -478077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -478108.312500 Penalty: 2681.366455
	Iteration 19Q: 3 clusters Score -478108.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -478112.250000 Penalty: 2681.366455
	Iteration 20F: 3 clusters Score -478112.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -478115.250000 Penalty: 2681.366455
	Iteration 21Q: 3 clusters Score -478115.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -478116.187500 Penalty: 2681.366455
	Iteration 22Q: 3 clusters Score -478116.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -478116.187500 Penalty: 2681.366455
	Iteration 23F: 3 clusters Score -478116.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 104132 members 
Mstep: Class 3 contains 6670 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 46469 members 
Mstep: Class 7 contains 282 members 
Mstep: Class 8 contains 6982 members 
Mstep: Class 9 contains 78937 members 
Mstep: Class 10 contains 79746 members 
Mstep: Class 11 contains 98659 members 
Mstep: Class 12 contains 52847 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 104813 members 
Mstep: Class 15 contains 3108 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 6129 members 
Mstep: Class 19 contains 3580 members 
Mstep: Class 20 contains 26454 members 
Mstep: Class 21 contains 386 members 
Mstep: Class 22 contains 1657 members 
Mstep: Class 23 contains 312 members 
Mstep: Class 24 contains 9358 members 
Mstep: Class 25 contains 94778 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6754 members 
Mstep: Class 28 contains 4057 members 
Mstep: Class 29 contains 3154 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 828 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 13551 members 
Mstep: Class 34 contains 9889 members 
Mstep: Class 35 contains 9861 members 
Mstep: Class 36 contains 431 members 
Mstep: Class 37 contains 111057 members 
Mstep: Class 38 contains 495 members 
Mstep: Class 39 contains 1220 members 
Mstep: Class 40 contains 8255 members 
Mstep: Class 41 contains 1025 members 
Entering Unmasked Estep 
Score: -111774928.000000 Penalty: 91479.007812
Splitting cluster 1 changes total score from -111774512.000000 to -111774928.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 2 (104132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104132 members 
Entering Unmasked Estep 
Score: -13022393.000000 Penalty: 1877.429810
	Iteration 0F: 2 clusters Score -1.302239e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51970 members 
Mstep: Class 2 contains 52162 members 
Entering Unmasked Estep 
Score: -12954194.000000 Penalty: 3754.859619
	Iteration 0F: 3 clusters Score -1.295419e+07 nChanged 49834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48560 members 
Mstep: Class 2 contains 55572 members 
Entering Unmasked Estep 
Score: -12983254.000000 Penalty: 3754.859619
	Iteration 1F: 3 clusters Score -1.298325e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 57514 members 
Entering Unmasked Estep 
Score: -12984128.000000 Penalty: 3754.859619
	Iteration 2Q: 3 clusters Score -1.298413e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 60485 members 
Entering Unmasked Estep 
Score: -12985416.000000 Penalty: 3754.859619
	Iteration 3Q: 3 clusters Score -1.298542e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 64872 members 
Entering Unmasked Estep 
Score: -12987374.000000 Penalty: 3754.859619
	Iteration 4Q: 3 clusters Score -1.298737e+07 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 71301 members 
Entering Unmasked Estep 
Score: -12991094.000000 Penalty: 3754.859619
	Iteration 5F: 3 clusters Score -1.299109e+07 nChanged 8712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 79963 members 
Entering Unmasked Estep 
Score: -12997622.000000 Penalty: 3754.859619
	Iteration 6F: 3 clusters Score -1.299762e+07 nChanged 9734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 89679 members 
Entering Unmasked Estep 
Score: -13006519.000000 Penalty: 3754.859619
	Iteration 7F: 3 clusters Score -1.300652e+07 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 97778 members 
Entering Unmasked Estep 
Score: -13016150.000000 Penalty: 3754.859619
	Iteration 8F: 3 clusters Score -1.301615e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 102214 members 
Entering Unmasked Estep 
Score: -13019751.000000 Penalty: 3754.859619
	Iteration 9Q: 3 clusters Score -1.301975e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 103595 members 
Entering Unmasked Estep 
Score: -13020509.000000 Penalty: 3754.859619
	Iteration 10Q: 3 clusters Score -1.302051e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 103904 members 
Entering Unmasked Estep 
Score: -13020692.000000 Penalty: 3754.859619
	Iteration 11Q: 3 clusters Score -1.302069e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 103957 members 
Entering Unmasked Estep 
Score: -13020725.000000 Penalty: 3754.859619
	Iteration 12Q: 3 clusters Score -1.302072e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 103974 members 
Entering Unmasked Estep 
Score: -13020733.000000 Penalty: 3754.859619
	Iteration 13Q: 3 clusters Score -1.302073e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 103981 members 
Entering Unmasked Estep 
Score: -13020770.000000 Penalty: 3754.859619
	Iteration 14Q: 3 clusters Score -1.302077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 103985 members 
Entering Unmasked Estep 
Score: -13020771.000000 Penalty: 3754.859619
	Iteration 15Q: 3 clusters Score -1.302077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 103986 members 
Entering Unmasked Estep 
Score: -13020789.000000 Penalty: 3754.859619
	Iteration 16Q: 3 clusters Score -1.302079e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 103987 members 
Entering Unmasked Estep 
Score: -13020803.000000 Penalty: 3754.859619
	Iteration 17Q: 3 clusters Score -1.30208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 103989 members 
Entering Unmasked Estep 
Score: -13020812.000000 Penalty: 3754.859619
	Iteration 18Q: 3 clusters Score -1.302081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 103990 members 
Entering Unmasked Estep 
Score: -13020802.000000 Penalty: 3754.859619
	Iteration 19Q: 3 clusters Score -1.30208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 103990 members 
Entering Unmasked Estep 
Score: -13020811.000000 Penalty: 3754.859619
	Iteration 20F: 3 clusters Score -1.302081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 103991 members 
Entering Unmasked Estep 
Score: -13020814.000000 Penalty: 3754.859619
	Iteration 21Q: 3 clusters Score -1.302081e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 103991 members 
Entering Unmasked Estep 
Score: -13020814.000000 Penalty: 3754.859619
	Iteration 22F: 3 clusters Score -1.302081e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Entering Unmasked Estep 
Score: -783289.312500 Penalty: 1430.873413
	Iteration 0F: 2 clusters Score -783289.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -778264.000000 Penalty: 2861.746826
	Iteration 0F: 3 clusters Score -778264 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -779892.625000 Penalty: 2861.746826
	Iteration 1F: 3 clusters Score -779892.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -780353.750000 Penalty: 2861.746826
	Iteration 2F: 3 clusters Score -780353.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -780774.812500 Penalty: 2861.746826
	Iteration 3F: 3 clusters Score -780774.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -781150.000000 Penalty: 2861.746826
	Iteration 4F: 3 clusters Score -781150 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -781459.312500 Penalty: 2861.746826
	Iteration 5F: 3 clusters Score -781459.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -781759.750000 Penalty: 2861.746826
	Iteration 6F: 3 clusters Score -781759.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -782035.375000 Penalty: 2861.746826
	Iteration 7F: 3 clusters Score -782035.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -782295.500000 Penalty: 2861.746826
	Iteration 8Q: 3 clusters Score -782295.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -782547.562500 Penalty: 2861.746826
	Iteration 9Q: 3 clusters Score -782547.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -782771.562500 Penalty: 2861.746826
	Iteration 10Q: 3 clusters Score -782771.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -782952.937500 Penalty: 2861.746826
	Iteration 11Q: 3 clusters Score -782952.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -783036.437500 Penalty: 2861.746826
	Iteration 12Q: 3 clusters Score -783036.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -783081.750000 Penalty: 2861.746826
	Iteration 13Q: 3 clusters Score -783081.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -783105.812500 Penalty: 2861.746826
	Iteration 14Q: 3 clusters Score -783105.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -783121.062500 Penalty: 2861.746826
	Iteration 15Q: 3 clusters Score -783121.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -783129.375000 Penalty: 2861.746826
	Iteration 16Q: 3 clusters Score -783129.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -783138.875000 Penalty: 2861.746826
	Iteration 17Q: 3 clusters Score -783138.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -783143.312500 Penalty: 2861.746826
	Iteration 18Q: 3 clusters Score -783143.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -783148.250000 Penalty: 2861.746826
	Iteration 19Q: 3 clusters Score -783148.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -783153.500000 Penalty: 2861.746826
	Iteration 20F: 3 clusters Score -783153.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -783157.125000 Penalty: 2861.746826
	Iteration 21Q: 3 clusters Score -783157.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -783161.437500 Penalty: 2861.746826
	Iteration 22Q: 3 clusters Score -783161.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -783161.625000 Penalty: 2861.746826
	Iteration 23Q: 3 clusters Score -783161.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -783159.812500 Penalty: 2861.746826
	Iteration 24Q: 3 clusters Score -783159.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -783161.500000 Penalty: 2861.746826
	Iteration 25Q: 3 clusters Score -783161.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -783162.375000 Penalty: 2861.746826
	Iteration 26Q: 3 clusters Score -783162.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -783163.937500 Penalty: 2861.746826
	Iteration 27Q: 3 clusters Score -783163.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -783163.812500 Penalty: 2861.746826
	Iteration 28Q: 3 clusters Score -783163.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -783166.125000 Penalty: 2861.746826
	Iteration 29Q: 3 clusters Score -783166.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -783166.625000 Penalty: 2861.746826
	Iteration 30Q: 3 clusters Score -783166.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -783166.875000 Penalty: 2861.746826
	Iteration 31Q: 3 clusters Score -783166.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -783169.375000 Penalty: 2861.746826
	Iteration 32Q: 3 clusters Score -783169.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -783169.687500 Penalty: 2861.746826
	Iteration 33Q: 3 clusters Score -783169.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -783170.000000 Penalty: 2861.746826
	Iteration 34Q: 3 clusters Score -783170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -783170.625000 Penalty: 2861.746826
	Iteration 35Q: 3 clusters Score -783170.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -783170.625000 Penalty: 2861.746826
	Iteration 36F: 3 clusters Score -783170.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -39068.027344 Penalty: 956.039856
	Iteration 0F: 2 clusters Score -39068.03 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 177 members 
Entering Unmasked Estep 
Score: -38134.757812 Penalty: 1912.079712
	Iteration 0F: 3 clusters Score -38134.76 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -38270.648438 Penalty: 1912.079712
	Iteration 1F: 3 clusters Score -38270.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38303.562500 Penalty: 1912.079712
	Iteration 2F: 3 clusters Score -38303.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -38324.667969 Penalty: 1912.079712
	Iteration 3Q: 3 clusters Score -38324.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -38338.437500 Penalty: 1912.079712
	Iteration 4Q: 3 clusters Score -38338.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -38371.945312 Penalty: 1912.079712
	Iteration 5Q: 3 clusters Score -38371.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -38401.472656 Penalty: 1912.079712
	Iteration 6Q: 3 clusters Score -38401.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -38440.125000 Penalty: 1912.079712
	Iteration 7Q: 3 clusters Score -38440.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -38477.382812 Penalty: 1912.079712
	Iteration 8Q: 3 clusters Score -38477.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -38486.710938 Penalty: 1912.079712
	Iteration 9Q: 3 clusters Score -38486.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -38498.984375 Penalty: 1912.079712
	Iteration 10Q: 3 clusters Score -38498.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -38512.910156 Penalty: 1912.079712
	Iteration 11Q: 3 clusters Score -38512.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -38516.542969 Penalty: 1912.079712
	Iteration 12Q: 3 clusters Score -38516.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -38516.542969 Penalty: 1912.079712
	Iteration 13F: 3 clusters Score -38516.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Entering Unmasked Estep 
Score: -1177318.750000 Penalty: 1487.263916
	Iteration 0F: 2 clusters Score -1177319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1170497.125000 Penalty: 2974.527832
	Iteration 0F: 3 clusters Score -1170497 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1172900.375000 Penalty: 2974.527832
	Iteration 1F: 3 clusters Score -1172900 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1173372.875000 Penalty: 2974.527832
	Iteration 2F: 3 clusters Score -1173373 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1173928.750000 Penalty: 2974.527832
	Iteration 3F: 3 clusters Score -1173929 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1174585.375000 Penalty: 2974.527832
	Iteration 4F: 3 clusters Score -1174585 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1175259.875000 Penalty: 2974.527832
	Iteration 5F: 3 clusters Score -1175260 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1175839.000000 Penalty: 2974.527832
	Iteration 6F: 3 clusters Score -1175839 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1176165.875000 Penalty: 2974.527832
	Iteration 7Q: 3 clusters Score -1176166 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1176336.375000 Penalty: 2974.527832
	Iteration 8Q: 3 clusters Score -1176336 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1176419.625000 Penalty: 2974.527832
	Iteration 9Q: 3 clusters Score -1176420 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1176463.250000 Penalty: 2974.527832
	Iteration 10Q: 3 clusters Score -1176463 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1176484.625000 Penalty: 2974.527832
	Iteration 11Q: 3 clusters Score -1176485 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1176497.625000 Penalty: 2974.527832
	Iteration 12Q: 3 clusters Score -1176498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1176507.750000 Penalty: 2974.527832
	Iteration 13Q: 3 clusters Score -1176508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1176512.750000 Penalty: 2974.527832
	Iteration 14Q: 3 clusters Score -1176513 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1176522.625000 Penalty: 2974.527832
	Iteration 15Q: 3 clusters Score -1176523 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1176529.375000 Penalty: 2974.527832
	Iteration 16Q: 3 clusters Score -1176529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1176531.750000 Penalty: 2974.527832
	Iteration 17Q: 3 clusters Score -1176532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1176532.000000 Penalty: 2974.527832
	Iteration 18Q: 3 clusters Score -1176532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1176536.125000 Penalty: 2974.527832
	Iteration 19Q: 3 clusters Score -1176536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1176540.250000 Penalty: 2974.527832
	Iteration 20F: 3 clusters Score -1176540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1176542.500000 Penalty: 2974.527832
	Iteration 21Q: 3 clusters Score -1176542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1176544.625000 Penalty: 2974.527832
	Iteration 22Q: 3 clusters Score -1176545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1176544.875000 Penalty: 2974.527832
	Iteration 23Q: 3 clusters Score -1176545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1176551.000000 Penalty: 2974.527832
	Iteration 24Q: 3 clusters Score -1176551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1176550.625000 Penalty: 2974.527832
	Iteration 25Q: 3 clusters Score -1176551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1176556.125000 Penalty: 2974.527832
	Iteration 26Q: 3 clusters Score -1176556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1176557.375000 Penalty: 2974.527832
	Iteration 27Q: 3 clusters Score -1176557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1176558.875000 Penalty: 2974.527832
	Iteration 28Q: 3 clusters Score -1176559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1176558.750000 Penalty: 2974.527832
	Iteration 29Q: 3 clusters Score -1176559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1176559.000000 Penalty: 2974.527832
	Iteration 30Q: 3 clusters Score -1176559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1176559.125000 Penalty: 2974.527832
	Iteration 31Q: 3 clusters Score -1176559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1176560.125000 Penalty: 2974.527832
	Iteration 32Q: 3 clusters Score -1176560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1176560.125000 Penalty: 2974.527832
	Iteration 33F: 3 clusters Score -1176560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Entering Unmasked Estep 
Score: -5639303.500000 Penalty: 1746.312866
	Iteration 0F: 2 clusters Score -5639304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -5608413.000000 Penalty: 3492.625732
	Iteration 0F: 3 clusters Score -5608413 nChanged 21739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -5620865.000000 Penalty: 3492.625732
	Iteration 1F: 3 clusters Score -5620865 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -5621959.000000 Penalty: 3492.625732
	Iteration 2Q: 3 clusters Score -5621959 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -5623363.500000 Penalty: 3492.625732
	Iteration 3F: 3 clusters Score -5623364 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -5624789.000000 Penalty: 3492.625732
	Iteration 4F: 3 clusters Score -5624789 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -5626035.000000 Penalty: 3492.625732
	Iteration 5F: 3 clusters Score -5626035 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -5627202.500000 Penalty: 3492.625732
	Iteration 6F: 3 clusters Score -5627202 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -5628133.500000 Penalty: 3492.625732
	Iteration 7Q: 3 clusters Score -5628134 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -5628954.500000 Penalty: 3492.625732
	Iteration 8Q: 3 clusters Score -5628954 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -5629618.000000 Penalty: 3492.625732
	Iteration 9Q: 3 clusters Score -5629618 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -5630067.500000 Penalty: 3492.625732
	Iteration 10Q: 3 clusters Score -5630068 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -5630442.500000 Penalty: 3492.625732
	Iteration 11Q: 3 clusters Score -5630442 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -5630752.500000 Penalty: 3492.625732
	Iteration 12Q: 3 clusters Score -5630752 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -5630993.000000 Penalty: 3492.625732
	Iteration 13Q: 3 clusters Score -5630993 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -5631235.000000 Penalty: 3492.625732
	Iteration 14Q: 3 clusters Score -5631235 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -5631458.500000 Penalty: 3492.625732
	Iteration 15Q: 3 clusters Score -5631458 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -5631706.000000 Penalty: 3492.625732
	Iteration 16Q: 3 clusters Score -5631706 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -5631944.500000 Penalty: 3492.625732
	Iteration 17Q: 3 clusters Score -5631944 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -5632189.500000 Penalty: 3492.625732
	Iteration 18Q: 3 clusters Score -5632190 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -5632502.000000 Penalty: 3492.625732
	Iteration 19Q: 3 clusters Score -5632502 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -5632824.000000 Penalty: 3492.625732
	Iteration 20F: 3 clusters Score -5632824 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -5633141.500000 Penalty: 3492.625732
	Iteration 21Q: 3 clusters Score -5633142 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -5633434.000000 Penalty: 3492.625732
	Iteration 22Q: 3 clusters Score -5633434 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -5633680.000000 Penalty: 3492.625732
	Iteration 23Q: 3 clusters Score -5633680 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -5633925.500000 Penalty: 3492.625732
	Iteration 24Q: 3 clusters Score -5633926 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -5634229.000000 Penalty: 3492.625732
	Iteration 25Q: 3 clusters Score -5634229 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -5634492.000000 Penalty: 3492.625732
	Iteration 26Q: 3 clusters Score -5634492 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -5634793.500000 Penalty: 3492.625732
	Iteration 27Q: 3 clusters Score -5634794 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -5635079.000000 Penalty: 3492.625732
	Iteration 28Q: 3 clusters Score -5635079 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -5635390.000000 Penalty: 3492.625732
	Iteration 29Q: 3 clusters Score -5635390 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -5635651.500000 Penalty: 3492.625732
	Iteration 30Q: 3 clusters Score -5635652 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -5635930.000000 Penalty: 3492.625732
	Iteration 31Q: 3 clusters Score -5635930 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -5636209.500000 Penalty: 3492.625732
	Iteration 32Q: 3 clusters Score -5636210 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -5636461.500000 Penalty: 3492.625732
	Iteration 33Q: 3 clusters Score -5636462 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -5636674.500000 Penalty: 3492.625732
	Iteration 34Q: 3 clusters Score -5636674 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -5636891.500000 Penalty: 3492.625732
	Iteration 35Q: 3 clusters Score -5636892 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -5637059.500000 Penalty: 3492.625732
	Iteration 36Q: 3 clusters Score -5637060 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -5637214.500000 Penalty: 3492.625732
	Iteration 37Q: 3 clusters Score -5637214 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -5637371.000000 Penalty: 3492.625732
	Iteration 38Q: 3 clusters Score -5637371 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -5637463.500000 Penalty: 3492.625732
	Iteration 39Q: 3 clusters Score -5637464 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -5637546.500000 Penalty: 3492.625732
	Iteration 40F: 3 clusters Score -5637546 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5637605.000000 Penalty: 3492.625732
	Iteration 41Q: 3 clusters Score -5637605 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -5637678.500000 Penalty: 3492.625732
	Iteration 42Q: 3 clusters Score -5637678 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -5637735.500000 Penalty: 3492.625732
	Iteration 43Q: 3 clusters Score -5637736 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45004 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -5637797.500000 Penalty: 3492.625732
	Iteration 44Q: 3 clusters Score -5637798 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5637864.500000 Penalty: 3492.625732
	Iteration 45Q: 3 clusters Score -5637864 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5637944.000000 Penalty: 3492.625732
	Iteration 46Q: 3 clusters Score -5637944 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5637990.000000 Penalty: 3492.625732
	Iteration 47Q: 3 clusters Score -5637990 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -5638009.500000 Penalty: 3492.625732
	Iteration 48Q: 3 clusters Score -5638010 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5638032.000000 Penalty: 3492.625732
	Iteration 49Q: 3 clusters Score -5638032 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -5638073.000000 Penalty: 3492.625732
	Iteration 50Q: 3 clusters Score -5638073 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5638110.000000 Penalty: 3492.625732
	Iteration 51Q: 3 clusters Score -5638110 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5638119.500000 Penalty: 3492.625732
	Iteration 52Q: 3 clusters Score -5638120 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5638143.000000 Penalty: 3492.625732
	Iteration 53Q: 3 clusters Score -5638143 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -5638147.000000 Penalty: 3492.625732
	Iteration 54Q: 3 clusters Score -5638147 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5638168.500000 Penalty: 3492.625732
	Iteration 55Q: 3 clusters Score -5638168 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -5638177.000000 Penalty: 3492.625732
	Iteration 56Q: 3 clusters Score -5638177 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5638202.000000 Penalty: 3492.625732
	Iteration 57Q: 3 clusters Score -5638202 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -5638230.500000 Penalty: 3492.625732
	Iteration 58Q: 3 clusters Score -5638230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5638247.000000 Penalty: 3492.625732
	Iteration 59Q: 3 clusters Score -5638247 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5638273.500000 Penalty: 3492.625732
	Iteration 60F: 3 clusters Score -5638274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5638286.000000 Penalty: 3492.625732
	Iteration 61Q: 3 clusters Score -5638286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -5638296.000000 Penalty: 3492.625732
	Iteration 62Q: 3 clusters Score -5638296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5638310.000000 Penalty: 3492.625732
	Iteration 63Q: 3 clusters Score -5638310 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45572 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5638338.000000 Penalty: 3492.625732
	Iteration 64Q: 3 clusters Score -5638338 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5638375.000000 Penalty: 3492.625732
	Iteration 65Q: 3 clusters Score -5638375 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5638408.500000 Penalty: 3492.625732
	Iteration 66Q: 3 clusters Score -5638408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5638442.500000 Penalty: 3492.625732
	Iteration 67Q: 3 clusters Score -5638442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5638472.500000 Penalty: 3492.625732
	Iteration 68Q: 3 clusters Score -5638472 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5638484.500000 Penalty: 3492.625732
	Iteration 69Q: 3 clusters Score -5638484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5638498.500000 Penalty: 3492.625732
	Iteration 70Q: 3 clusters Score -5638498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5638503.500000 Penalty: 3492.625732
	Iteration 71Q: 3 clusters Score -5638504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5638510.500000 Penalty: 3492.625732
	Iteration 72Q: 3 clusters Score -5638510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5638521.500000 Penalty: 3492.625732
	Iteration 73Q: 3 clusters Score -5638522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5638522.000000 Penalty: 3492.625732
	Iteration 74Q: 3 clusters Score -5638522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5638522.500000 Penalty: 3492.625732
	Iteration 75Q: 3 clusters Score -5638522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5638529.000000 Penalty: 3492.625732
	Iteration 76Q: 3 clusters Score -5638529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5638521.000000 Penalty: 3492.625732
	Iteration 77Q: 3 clusters Score -5638521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5638521.500000 Penalty: 3492.625732
	Iteration 78Q: 3 clusters Score -5638522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5638518.000000 Penalty: 3492.625732
	Iteration 79Q: 3 clusters Score -5638518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5638522.500000 Penalty: 3492.625732
	Iteration 80F: 3 clusters Score -5638522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5638522.000000 Penalty: 3492.625732
	Iteration 81Q: 3 clusters Score -5638522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5638522.000000 Penalty: 3492.625732
	Iteration 82F: 3 clusters Score -5638522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -15170.634766 Penalty: 916.809937
	Iteration 0F: 2 clusters Score -15170.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14416.644531 Penalty: 1833.619873
	Iteration 0F: 3 clusters Score -14416.64 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14627.175781 Penalty: 1833.619873
	Iteration 1F: 3 clusters Score -14627.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14822.256836 Penalty: 1833.619873
	Iteration 2F: 3 clusters Score -14822.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14855.376953 Penalty: 1833.619873
	Iteration 3Q: 3 clusters Score -14855.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14872.792969 Penalty: 1833.619873
	Iteration 4Q: 3 clusters Score -14872.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14884.006836 Penalty: 1833.619873
	Iteration 5Q: 3 clusters Score -14884.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14894.163086 Penalty: 1833.619873
	Iteration 6Q: 3 clusters Score -14894.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14918.415039 Penalty: 1833.619873
	Iteration 7Q: 3 clusters Score -14918.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14927.283203 Penalty: 1833.619873
	Iteration 8Q: 3 clusters Score -14927.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14931.237305 Penalty: 1833.619873
	Iteration 9Q: 3 clusters Score -14931.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14932.503906 Penalty: 1833.619873
	Iteration 10Q: 3 clusters Score -14932.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14932.503906 Penalty: 1833.619873
	Iteration 11F: 3 clusters Score -14932.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Entering Unmasked Estep 
Score: -829907.625000 Penalty: 1438.302246
	Iteration 0F: 2 clusters Score -829907.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -824695.375000 Penalty: 2876.604492
	Iteration 0F: 3 clusters Score -824695.4 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -826461.812500 Penalty: 2876.604492
	Iteration 1F: 3 clusters Score -826461.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -826858.250000 Penalty: 2876.604492
	Iteration 2F: 3 clusters Score -826858.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -827226.937500 Penalty: 2876.604492
	Iteration 3F: 3 clusters Score -827226.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -827575.375000 Penalty: 2876.604492
	Iteration 4F: 3 clusters Score -827575.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -827843.937500 Penalty: 2876.604492
	Iteration 5F: 3 clusters Score -827843.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -828042.250000 Penalty: 2876.604492
	Iteration 6Q: 3 clusters Score -828042.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -828207.062500 Penalty: 2876.604492
	Iteration 7Q: 3 clusters Score -828207.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -828346.937500 Penalty: 2876.604492
	Iteration 8Q: 3 clusters Score -828346.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -828437.312500 Penalty: 2876.604492
	Iteration 9Q: 3 clusters Score -828437.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -828506.000000 Penalty: 2876.604492
	Iteration 10Q: 3 clusters Score -828506 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -828584.687500 Penalty: 2876.604492
	Iteration 11Q: 3 clusters Score -828584.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -828653.375000 Penalty: 2876.604492
	Iteration 12Q: 3 clusters Score -828653.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -828699.687500 Penalty: 2876.604492
	Iteration 13Q: 3 clusters Score -828699.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -828757.500000 Penalty: 2876.604492
	Iteration 14Q: 3 clusters Score -828757.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -828808.875000 Penalty: 2876.604492
	Iteration 15Q: 3 clusters Score -828808.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -828843.812500 Penalty: 2876.604492
	Iteration 16Q: 3 clusters Score -828843.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -828877.000000 Penalty: 2876.604492
	Iteration 17Q: 3 clusters Score -828877 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -828893.437500 Penalty: 2876.604492
	Iteration 18Q: 3 clusters Score -828893.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -828906.562500 Penalty: 2876.604492
	Iteration 19Q: 3 clusters Score -828906.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -828918.187500 Penalty: 2876.604492
	Iteration 20F: 3 clusters Score -828918.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -828926.125000 Penalty: 2876.604492
	Iteration 21Q: 3 clusters Score -828926.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -828932.312500 Penalty: 2876.604492
	Iteration 22Q: 3 clusters Score -828932.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -828939.625000 Penalty: 2876.604492
	Iteration 23Q: 3 clusters Score -828939.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -828951.000000 Penalty: 2876.604492
	Iteration 24Q: 3 clusters Score -828951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -828954.750000 Penalty: 2876.604492
	Iteration 25Q: 3 clusters Score -828954.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -828957.625000 Penalty: 2876.604492
	Iteration 26Q: 3 clusters Score -828957.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -828957.750000 Penalty: 2876.604492
	Iteration 27Q: 3 clusters Score -828957.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -828957.875000 Penalty: 2876.604492
	Iteration 28Q: 3 clusters Score -828957.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -828960.000000 Penalty: 2876.604492
	Iteration 29Q: 3 clusters Score -828960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -828961.562500 Penalty: 2876.604492
	Iteration 30Q: 3 clusters Score -828961.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -828964.687500 Penalty: 2876.604492
	Iteration 31Q: 3 clusters Score -828964.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -828967.312500 Penalty: 2876.604492
	Iteration 32Q: 3 clusters Score -828967.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -828968.312500 Penalty: 2876.604492
	Iteration 33Q: 3 clusters Score -828968.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -828968.750000 Penalty: 2876.604492
	Iteration 34Q: 3 clusters Score -828968.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -828972.125000 Penalty: 2876.604492
	Iteration 35Q: 3 clusters Score -828972.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -828970.687500 Penalty: 2876.604492
	Iteration 36Q: 3 clusters Score -828970.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -828970.687500 Penalty: 2876.604492
	Iteration 37F: 3 clusters Score -828970.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (78937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78937 members 
Entering Unmasked Estep 
Score: -9989197.000000 Penalty: 1832.415894
	Iteration 0F: 2 clusters Score -9989197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -9937083.000000 Penalty: 3664.831787
	Iteration 0F: 3 clusters Score -9937083 nChanged 37463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -9958701.000000 Penalty: 3664.831787
	Iteration 1F: 3 clusters Score -9958701 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -9959610.000000 Penalty: 3664.831787
	Iteration 2Q: 3 clusters Score -9959610 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
Score: -9960760.000000 Penalty: 3664.831787
	Iteration 3Q: 3 clusters Score -9960760 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 50110 members 
Entering Unmasked Estep 
Score: -9962687.000000 Penalty: 3664.831787
	Iteration 4F: 3 clusters Score -9962687 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 55057 members 
Entering Unmasked Estep 
Score: -9965919.000000 Penalty: 3664.831787
	Iteration 5F: 3 clusters Score -9965919 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 61384 members 
Entering Unmasked Estep 
Score: -9971087.000000 Penalty: 3664.831787
	Iteration 6F: 3 clusters Score -9971087 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 68217 members 
Entering Unmasked Estep 
Score: -9977548.000000 Penalty: 3664.831787
	Iteration 7F: 3 clusters Score -9977548 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 73887 members 
Entering Unmasked Estep 
Score: -9983064.000000 Penalty: 3664.831787
	Iteration 8F: 3 clusters Score -9983064 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 77077 members 
Entering Unmasked Estep 
Score: -9986014.000000 Penalty: 3664.831787
	Iteration 9Q: 3 clusters Score -9986014 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 78277 members 
Entering Unmasked Estep 
Score: -9987072.000000 Penalty: 3664.831787
	Iteration 10Q: 3 clusters Score -9987072 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 78626 members 
Entering Unmasked Estep 
Score: -9987374.000000 Penalty: 3664.831787
	Iteration 11Q: 3 clusters Score -9987374 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 78717 members 
Entering Unmasked Estep 
Score: -9987483.000000 Penalty: 3664.831787
	Iteration 12Q: 3 clusters Score -9987483 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 78744 members 
Entering Unmasked Estep 
Score: -9987563.000000 Penalty: 3664.831787
	Iteration 13Q: 3 clusters Score -9987563 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 78755 members 
Entering Unmasked Estep 
Score: -9987611.000000 Penalty: 3664.831787
	Iteration 14Q: 3 clusters Score -9987611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 78759 members 
Entering Unmasked Estep 
Score: -9987636.000000 Penalty: 3664.831787
	Iteration 15Q: 3 clusters Score -9987636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 78760 members 
Entering Unmasked Estep 
Score: -9987637.000000 Penalty: 3664.831787
	Iteration 16Q: 3 clusters Score -9987637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 78762 members 
Entering Unmasked Estep 
Score: -9987643.000000 Penalty: 3664.831787
	Iteration 17Q: 3 clusters Score -9987643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 78762 members 
Entering Unmasked Estep 
Score: -9987645.000000 Penalty: 3664.831787
	Iteration 18Q: 3 clusters Score -9987645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 78764 members 
Entering Unmasked Estep 
Score: -9987650.000000 Penalty: 3664.831787
	Iteration 19Q: 3 clusters Score -9987650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 78766 members 
Entering Unmasked Estep 
Score: -9987653.000000 Penalty: 3664.831787
	Iteration 20F: 3 clusters Score -9987653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 78769 members 
Entering Unmasked Estep 
Score: -9987664.000000 Penalty: 3664.831787
	Iteration 21Q: 3 clusters Score -9987664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 78770 members 
Entering Unmasked Estep 
Score: -9987664.000000 Penalty: 3664.831787
	Iteration 22Q: 3 clusters Score -9987664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 78767 members 
Entering Unmasked Estep 
Score: -9987667.000000 Penalty: 3664.831787
	Iteration 23Q: 3 clusters Score -9987667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 78767 members 
Entering Unmasked Estep 
Score: -9987676.000000 Penalty: 3664.831787
	Iteration 24Q: 3 clusters Score -9987676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 78767 members 
Entering Unmasked Estep 
Score: -9987676.000000 Penalty: 3664.831787
	Iteration 25F: 3 clusters Score -9987676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (79746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79746 members 
Entering Unmasked Estep 
Score: -9703954.000000 Penalty: 1834.072876
	Iteration 0F: 2 clusters Score -9703954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -9650541.000000 Penalty: 3668.145752
	Iteration 0F: 3 clusters Score -9650541 nChanged 38121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -9673229.000000 Penalty: 3668.145752
	Iteration 1F: 3 clusters Score -9673229 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 44409 members 
Entering Unmasked Estep 
Score: -9674492.000000 Penalty: 3668.145752
	Iteration 2Q: 3 clusters Score -9674492 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 46985 members 
Entering Unmasked Estep 
Score: -9676396.000000 Penalty: 3668.145752
	Iteration 3F: 3 clusters Score -9676396 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 50504 members 
Entering Unmasked Estep 
Score: -9679099.000000 Penalty: 3668.145752
	Iteration 4F: 3 clusters Score -9679099 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 54986 members 
Entering Unmasked Estep 
Score: -9682684.000000 Penalty: 3668.145752
	Iteration 5F: 3 clusters Score -9682684 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 60005 members 
Entering Unmasked Estep 
Score: -9686830.000000 Penalty: 3668.145752
	Iteration 6F: 3 clusters Score -9686830 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 65020 members 
Entering Unmasked Estep 
Score: -9691091.000000 Penalty: 3668.145752
	Iteration 7F: 3 clusters Score -9691091 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 69533 members 
Entering Unmasked Estep 
Score: -9694939.000000 Penalty: 3668.145752
	Iteration 8F: 3 clusters Score -9694939 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 73107 members 
Entering Unmasked Estep 
Score: -9697953.000000 Penalty: 3668.145752
	Iteration 9Q: 3 clusters Score -9697953 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 75666 members 
Entering Unmasked Estep 
Score: -9700042.000000 Penalty: 3668.145752
	Iteration 10Q: 3 clusters Score -9700042 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 77270 members 
Entering Unmasked Estep 
Score: -9701344.000000 Penalty: 3668.145752
	Iteration 11Q: 3 clusters Score -9701344 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 78145 members 
Entering Unmasked Estep 
Score: -9702037.000000 Penalty: 3668.145752
	Iteration 12Q: 3 clusters Score -9702037 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 78590 members 
Entering Unmasked Estep 
Score: -9702380.000000 Penalty: 3668.145752
	Iteration 13Q: 3 clusters Score -9702380 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 78813 members 
Entering Unmasked Estep 
Score: -9702569.000000 Penalty: 3668.145752
	Iteration 14Q: 3 clusters Score -9702569 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 78937 members 
Entering Unmasked Estep 
Score: -9702658.000000 Penalty: 3668.145752
	Iteration 15Q: 3 clusters Score -9702658 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 79015 members 
Entering Unmasked Estep 
Score: -9702745.000000 Penalty: 3668.145752
	Iteration 16Q: 3 clusters Score -9702745 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 79073 members 
Entering Unmasked Estep 
Score: -9702840.000000 Penalty: 3668.145752
	Iteration 17Q: 3 clusters Score -9702840 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 79095 members 
Entering Unmasked Estep 
Score: -9702903.000000 Penalty: 3668.145752
	Iteration 18Q: 3 clusters Score -9702903 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 79110 members 
Entering Unmasked Estep 
Score: -9702937.000000 Penalty: 3668.145752
	Iteration 19Q: 3 clusters Score -9702937 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 79110 members 
Entering Unmasked Estep 
Score: -9702954.000000 Penalty: 3668.145752
	Iteration 20F: 3 clusters Score -9702954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 79110 members 
Entering Unmasked Estep 
Score: -9702978.000000 Penalty: 3668.145752
	Iteration 21Q: 3 clusters Score -9702978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 79103 members 
Entering Unmasked Estep 
Score: -9702985.000000 Penalty: 3668.145752
	Iteration 22Q: 3 clusters Score -9702985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 79102 members 
Entering Unmasked Estep 
Score: -9702989.000000 Penalty: 3668.145752
	Iteration 23Q: 3 clusters Score -9702989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 79103 members 
Entering Unmasked Estep 
Score: -9702998.000000 Penalty: 3668.145752
	Iteration 24Q: 3 clusters Score -9702998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 79102 members 
Entering Unmasked Estep 
Score: -9703007.000000 Penalty: 3668.145752
	Iteration 25Q: 3 clusters Score -9703007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 79102 members 
Entering Unmasked Estep 
Score: -9703000.000000 Penalty: 3668.145752
	Iteration 26Q: 3 clusters Score -9703000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 79102 members 
Entering Unmasked Estep 
Score: -9703000.000000 Penalty: 3668.145752
	Iteration 27F: 3 clusters Score -9703000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (98659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98659 members 
Entering Unmasked Estep 
Score: -12387982.000000 Penalty: 1868.656494
	Iteration 0F: 2 clusters Score -1.238798e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49257 members 
Mstep: Class 2 contains 49402 members 
Entering Unmasked Estep 
Score: -12322772.000000 Penalty: 3737.312988
	Iteration 0F: 3 clusters Score -1.232277e+07 nChanged 47428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47123 members 
Mstep: Class 2 contains 51536 members 
Entering Unmasked Estep 
Score: -12350799.000000 Penalty: 3737.312988
	Iteration 1F: 3 clusters Score -1.23508e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45571 members 
Mstep: Class 2 contains 53088 members 
Entering Unmasked Estep 
Score: -12351957.000000 Penalty: 3737.312988
	Iteration 2Q: 3 clusters Score -1.235196e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 55194 members 
Entering Unmasked Estep 
Score: -12353433.000000 Penalty: 3737.312988
	Iteration 3Q: 3 clusters Score -1.235343e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 58106 members 
Entering Unmasked Estep 
Score: -12355425.000000 Penalty: 3737.312988
	Iteration 4Q: 3 clusters Score -1.235542e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 61971 members 
Entering Unmasked Estep 
Score: -12358064.000000 Penalty: 3737.312988
	Iteration 5F: 3 clusters Score -1.235806e+07 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 66864 members 
Entering Unmasked Estep 
Score: -12361731.000000 Penalty: 3737.312988
	Iteration 6F: 3 clusters Score -1.236173e+07 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 72581 members 
Entering Unmasked Estep 
Score: -12366171.000000 Penalty: 3737.312988
	Iteration 7F: 3 clusters Score -1.236617e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 78548 members 
Entering Unmasked Estep 
Score: -12371101.000000 Penalty: 3737.312988
	Iteration 8F: 3 clusters Score -1.23711e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 84018 members 
Entering Unmasked Estep 
Score: -12375843.000000 Penalty: 3737.312988
	Iteration 9F: 3 clusters Score -1.237584e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 88396 members 
Entering Unmasked Estep 
Score: -12379880.000000 Penalty: 3737.312988
	Iteration 10Q: 3 clusters Score -1.237988e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 91449 members 
Entering Unmasked Estep 
Score: -12382522.000000 Penalty: 3737.312988
	Iteration 11Q: 3 clusters Score -1.238252e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 93445 members 
Entering Unmasked Estep 
Score: -12384379.000000 Penalty: 3737.312988
	Iteration 12Q: 3 clusters Score -1.238438e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 94780 members 
Entering Unmasked Estep 
Score: -12385593.000000 Penalty: 3737.312988
	Iteration 13Q: 3 clusters Score -1.238559e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 95563 members 
Entering Unmasked Estep 
Score: -12386057.000000 Penalty: 3737.312988
	Iteration 14Q: 3 clusters Score -1.238606e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 96084 members 
Entering Unmasked Estep 
Score: -12386369.000000 Penalty: 3737.312988
	Iteration 15Q: 3 clusters Score -1.238637e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 96412 members 
Entering Unmasked Estep 
Score: -12386455.000000 Penalty: 3737.312988
	Iteration 16Q: 3 clusters Score -1.238646e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 96667 members 
Entering Unmasked Estep 
Score: -12386599.000000 Penalty: 3737.312988
	Iteration 17Q: 3 clusters Score -1.23866e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 96855 members 
Entering Unmasked Estep 
Score: -12386652.000000 Penalty: 3737.312988
	Iteration 18Q: 3 clusters Score -1.238665e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 96982 members 
Entering Unmasked Estep 
Score: -12386705.000000 Penalty: 3737.312988
	Iteration 19Q: 3 clusters Score -1.23867e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 97095 members 
Entering Unmasked Estep 
Score: -12386740.000000 Penalty: 3737.312988
	Iteration 20F: 3 clusters Score -1.238674e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 97173 members 
Entering Unmasked Estep 
Score: -12386760.000000 Penalty: 3737.312988
	Iteration 21Q: 3 clusters Score -1.238676e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 97232 members 
Entering Unmasked Estep 
Score: -12386772.000000 Penalty: 3737.312988
	Iteration 22Q: 3 clusters Score -1.238677e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 97275 members 
Entering Unmasked Estep 
Score: -12386805.000000 Penalty: 3737.312988
	Iteration 23Q: 3 clusters Score -1.23868e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 97308 members 
Entering Unmasked Estep 
Score: -12386796.000000 Penalty: 3737.312988
	Iteration 24Q: 3 clusters Score -1.23868e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 97335 members 
Entering Unmasked Estep 
Score: -12386798.000000 Penalty: 3737.312988
	Iteration 25Q: 3 clusters Score -1.23868e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 97362 members 
Entering Unmasked Estep 
Score: -12386814.000000 Penalty: 3737.312988
	Iteration 26Q: 3 clusters Score -1.238681e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 97394 members 
Entering Unmasked Estep 
Score: -12386825.000000 Penalty: 3737.312988
	Iteration 27Q: 3 clusters Score -1.238682e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 97422 members 
Entering Unmasked Estep 
Score: -12386831.000000 Penalty: 3737.312988
	Iteration 28Q: 3 clusters Score -1.238683e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 97447 members 
Entering Unmasked Estep 
Score: -12386847.000000 Penalty: 3737.312988
	Iteration 29Q: 3 clusters Score -1.238685e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 97469 members 
Entering Unmasked Estep 
Score: -12386840.000000 Penalty: 3737.312988
	Iteration 30Q: 3 clusters Score -1.238684e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 97494 members 
Entering Unmasked Estep 
Score: -12386842.000000 Penalty: 3737.312988
	Iteration 31Q: 3 clusters Score -1.238684e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 97515 members 
Entering Unmasked Estep 
Score: -12386865.000000 Penalty: 3737.312988
	Iteration 32Q: 3 clusters Score -1.238686e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 97541 members 
Entering Unmasked Estep 
Score: -12386871.000000 Penalty: 3737.312988
	Iteration 33Q: 3 clusters Score -1.238687e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 97568 members 
Entering Unmasked Estep 
Score: -12386885.000000 Penalty: 3737.312988
	Iteration 34Q: 3 clusters Score -1.238688e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 97587 members 
Entering Unmasked Estep 
Score: -12386876.000000 Penalty: 3737.312988
	Iteration 35Q: 3 clusters Score -1.238688e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 97605 members 
Entering Unmasked Estep 
Score: -12386890.000000 Penalty: 3737.312988
	Iteration 36Q: 3 clusters Score -1.238689e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 97617 members 
Entering Unmasked Estep 
Score: -12386878.000000 Penalty: 3737.312988
	Iteration 37Q: 3 clusters Score -1.238688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 97623 members 
Entering Unmasked Estep 
Score: -12386897.000000 Penalty: 3737.312988
	Iteration 38Q: 3 clusters Score -1.23869e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 97628 members 
Entering Unmasked Estep 
Score: -12386900.000000 Penalty: 3737.312988
	Iteration 39Q: 3 clusters Score -1.23869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 97632 members 
Entering Unmasked Estep 
Score: -12386903.000000 Penalty: 3737.312988
	Iteration 40F: 3 clusters Score -1.23869e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 97635 members 
Entering Unmasked Estep 
Score: -12386905.000000 Penalty: 3737.312988
	Iteration 41Q: 3 clusters Score -1.23869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 97635 members 
Entering Unmasked Estep 
Score: -12386902.000000 Penalty: 3737.312988
	Iteration 42Q: 3 clusters Score -1.23869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 97635 members 
Entering Unmasked Estep 
Score: -12386904.000000 Penalty: 3737.312988
	Iteration 43Q: 3 clusters Score -1.23869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 97636 members 
Entering Unmasked Estep 
Score: -12386897.000000 Penalty: 3737.312988
	Iteration 44Q: 3 clusters Score -1.23869e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 97636 members 
Entering Unmasked Estep 
Score: -12386897.000000 Penalty: 3737.312988
	Iteration 45F: 3 clusters Score -1.23869e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (52847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52847 members 
Entering Unmasked Estep 
Score: -6568695.500000 Penalty: 1767.212891
	Iteration 0F: 2 clusters Score -6568696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -6533312.000000 Penalty: 3534.425781
	Iteration 0F: 3 clusters Score -6533312 nChanged 24828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -6548092.000000 Penalty: 3534.425781
	Iteration 1F: 3 clusters Score -6548092 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -6549534.000000 Penalty: 3534.425781
	Iteration 2F: 3 clusters Score -6549534 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -6551539.000000 Penalty: 3534.425781
	Iteration 3F: 3 clusters Score -6551539 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -6554280.000000 Penalty: 3534.425781
	Iteration 4F: 3 clusters Score -6554280 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -6557566.000000 Penalty: 3534.425781
	Iteration 5F: 3 clusters Score -6557566 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -6560723.000000 Penalty: 3534.425781
	Iteration 6F: 3 clusters Score -6560723 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -6563203.000000 Penalty: 3534.425781
	Iteration 7F: 3 clusters Score -6563203 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -6564877.500000 Penalty: 3534.425781
	Iteration 8Q: 3 clusters Score -6564878 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48166 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -6565942.000000 Penalty: 3534.425781
	Iteration 9Q: 3 clusters Score -6565942 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48762 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -6566500.000000 Penalty: 3534.425781
	Iteration 10Q: 3 clusters Score -6566500 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49184 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -6566797.500000 Penalty: 3534.425781
	Iteration 11Q: 3 clusters Score -6566798 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49491 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -6567022.000000 Penalty: 3534.425781
	Iteration 12Q: 3 clusters Score -6567022 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -6567163.500000 Penalty: 3534.425781
	Iteration 13Q: 3 clusters Score -6567164 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49931 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -6567264.500000 Penalty: 3534.425781
	Iteration 14Q: 3 clusters Score -6567264 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50094 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -6567322.500000 Penalty: 3534.425781
	Iteration 15Q: 3 clusters Score -6567322 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -6567368.500000 Penalty: 3534.425781
	Iteration 16Q: 3 clusters Score -6567368 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50333 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -6567420.500000 Penalty: 3534.425781
	Iteration 17Q: 3 clusters Score -6567420 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50420 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -6567434.000000 Penalty: 3534.425781
	Iteration 18Q: 3 clusters Score -6567434 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50488 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -6567465.000000 Penalty: 3534.425781
	Iteration 19Q: 3 clusters Score -6567465 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50550 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -6567487.500000 Penalty: 3534.425781
	Iteration 20F: 3 clusters Score -6567488 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -6567510.000000 Penalty: 3534.425781
	Iteration 21Q: 3 clusters Score -6567510 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50660 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -6567520.000000 Penalty: 3534.425781
	Iteration 22Q: 3 clusters Score -6567520 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50720 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -6567529.000000 Penalty: 3534.425781
	Iteration 23Q: 3 clusters Score -6567529 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -6567537.000000 Penalty: 3534.425781
	Iteration 24Q: 3 clusters Score -6567537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50794 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -6567529.000000 Penalty: 3534.425781
	Iteration 25Q: 3 clusters Score -6567529 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50821 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -6567545.500000 Penalty: 3534.425781
	Iteration 26Q: 3 clusters Score -6567546 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50849 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -6567554.000000 Penalty: 3534.425781
	Iteration 27Q: 3 clusters Score -6567554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -6567555.000000 Penalty: 3534.425781
	Iteration 28Q: 3 clusters Score -6567555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -6567556.000000 Penalty: 3534.425781
	Iteration 29Q: 3 clusters Score -6567556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50909 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -6567543.500000 Penalty: 3534.425781
	Iteration 30Q: 3 clusters Score -6567544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50928 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -6567542.500000 Penalty: 3534.425781
	Iteration 31Q: 3 clusters Score -6567542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -6567546.500000 Penalty: 3534.425781
	Iteration 32Q: 3 clusters Score -6567546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -6567547.000000 Penalty: 3534.425781
	Iteration 33Q: 3 clusters Score -6567547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50972 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -6567536.000000 Penalty: 3534.425781
	Iteration 34Q: 3 clusters Score -6567536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50977 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -6567545.000000 Penalty: 3534.425781
	Iteration 35Q: 3 clusters Score -6567545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50981 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -6567542.000000 Penalty: 3534.425781
	Iteration 36Q: 3 clusters Score -6567542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50984 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6567554.000000 Penalty: 3534.425781
	Iteration 37Q: 3 clusters Score -6567554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50986 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -6567550.500000 Penalty: 3534.425781
	Iteration 38Q: 3 clusters Score -6567550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50989 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -6567546.500000 Penalty: 3534.425781
	Iteration 39Q: 3 clusters Score -6567546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -6567549.000000 Penalty: 3534.425781
	Iteration 40F: 3 clusters Score -6567549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51002 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -6567541.000000 Penalty: 3534.425781
	Iteration 41Q: 3 clusters Score -6567541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51006 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -6567535.500000 Penalty: 3534.425781
	Iteration 42Q: 3 clusters Score -6567536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51011 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -6567536.000000 Penalty: 3534.425781
	Iteration 43Q: 3 clusters Score -6567536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51017 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6567534.500000 Penalty: 3534.425781
	Iteration 44Q: 3 clusters Score -6567534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51020 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -6567533.000000 Penalty: 3534.425781
	Iteration 45Q: 3 clusters Score -6567533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -6567531.000000 Penalty: 3534.425781
	Iteration 46Q: 3 clusters Score -6567531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51026 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -6567538.000000 Penalty: 3534.425781
	Iteration 47Q: 3 clusters Score -6567538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51027 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -6567538.000000 Penalty: 3534.425781
	Iteration 48Q: 3 clusters Score -6567538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51028 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6567531.500000 Penalty: 3534.425781
	Iteration 49Q: 3 clusters Score -6567532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51030 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -6567537.000000 Penalty: 3534.425781
	Iteration 50Q: 3 clusters Score -6567537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51031 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -6567538.000000 Penalty: 3534.425781
	Iteration 51Q: 3 clusters Score -6567538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -6567539.000000 Penalty: 3534.425781
	Iteration 52Q: 3 clusters Score -6567539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -6567532.500000 Penalty: 3534.425781
	Iteration 53Q: 3 clusters Score -6567532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51041 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -6567532.500000 Penalty: 3534.425781
	Iteration 54Q: 3 clusters Score -6567532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51043 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -6567524.500000 Penalty: 3534.425781
	Iteration 55Q: 3 clusters Score -6567524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51047 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -6567530.500000 Penalty: 3534.425781
	Iteration 56Q: 3 clusters Score -6567530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51047 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -6567526.500000 Penalty: 3534.425781
	Iteration 57Q: 3 clusters Score -6567526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51048 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -6567528.000000 Penalty: 3534.425781
	Iteration 58Q: 3 clusters Score -6567528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51049 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6567523.000000 Penalty: 3534.425781
	Iteration 59Q: 3 clusters Score -6567523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51050 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -6567522.000000 Penalty: 3534.425781
	Iteration 60F: 3 clusters Score -6567522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Entering Unmasked Estep 
Score: -627530.437500 Penalty: 1385.080566
	Iteration 0F: 2 clusters Score -627530.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -623486.687500 Penalty: 2770.161133
	Iteration 0F: 3 clusters Score -623486.7 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -624584.187500 Penalty: 2770.161133
	Iteration 1F: 3 clusters Score -624584.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -624808.687500 Penalty: 2770.161133
	Iteration 2F: 3 clusters Score -624808.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -625026.125000 Penalty: 2770.161133
	Iteration 3F: 3 clusters Score -625026.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -625200.625000 Penalty: 2770.161133
	Iteration 4F: 3 clusters Score -625200.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -625371.125000 Penalty: 2770.161133
	Iteration 5Q: 3 clusters Score -625371.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -625520.375000 Penalty: 2770.161133
	Iteration 6Q: 3 clusters Score -625520.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -625669.562500 Penalty: 2770.161133
	Iteration 7Q: 3 clusters Score -625669.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -625780.687500 Penalty: 2770.161133
	Iteration 8Q: 3 clusters Score -625780.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -625879.937500 Penalty: 2770.161133
	Iteration 9Q: 3 clusters Score -625879.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -625943.812500 Penalty: 2770.161133
	Iteration 10Q: 3 clusters Score -625943.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -625990.312500 Penalty: 2770.161133
	Iteration 11Q: 3 clusters Score -625990.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -626025.187500 Penalty: 2770.161133
	Iteration 12Q: 3 clusters Score -626025.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -626058.500000 Penalty: 2770.161133
	Iteration 13Q: 3 clusters Score -626058.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -626094.312500 Penalty: 2770.161133
	Iteration 14Q: 3 clusters Score -626094.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -626118.500000 Penalty: 2770.161133
	Iteration 15Q: 3 clusters Score -626118.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -626135.562500 Penalty: 2770.161133
	Iteration 16Q: 3 clusters Score -626135.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -626149.125000 Penalty: 2770.161133
	Iteration 17Q: 3 clusters Score -626149.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -626160.062500 Penalty: 2770.161133
	Iteration 18Q: 3 clusters Score -626160.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -626174.312500 Penalty: 2770.161133
	Iteration 19Q: 3 clusters Score -626174.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -626191.312500 Penalty: 2770.161133
	Iteration 20F: 3 clusters Score -626191.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -626206.937500 Penalty: 2770.161133
	Iteration 21Q: 3 clusters Score -626206.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -626220.562500 Penalty: 2770.161133
	Iteration 22Q: 3 clusters Score -626220.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -626231.562500 Penalty: 2770.161133
	Iteration 23Q: 3 clusters Score -626231.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -626242.375000 Penalty: 2770.161133
	Iteration 24Q: 3 clusters Score -626242.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -626248.375000 Penalty: 2770.161133
	Iteration 25Q: 3 clusters Score -626248.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -626251.312500 Penalty: 2770.161133
	Iteration 26Q: 3 clusters Score -626251.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -626254.312500 Penalty: 2770.161133
	Iteration 27Q: 3 clusters Score -626254.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -626257.375000 Penalty: 2770.161133
	Iteration 28Q: 3 clusters Score -626257.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -626260.562500 Penalty: 2770.161133
	Iteration 29Q: 3 clusters Score -626260.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -626263.562500 Penalty: 2770.161133
	Iteration 30Q: 3 clusters Score -626263.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -626268.625000 Penalty: 2770.161133
	Iteration 31Q: 3 clusters Score -626268.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -626269.750000 Penalty: 2770.161133
	Iteration 32Q: 3 clusters Score -626269.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -626270.625000 Penalty: 2770.161133
	Iteration 33Q: 3 clusters Score -626270.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -626271.562500 Penalty: 2770.161133
	Iteration 34Q: 3 clusters Score -626271.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -626270.937500 Penalty: 2770.161133
	Iteration 35Q: 3 clusters Score -626270.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -626273.187500 Penalty: 2770.161133
	Iteration 36Q: 3 clusters Score -626273.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -626272.750000 Penalty: 2770.161133
	Iteration 37Q: 3 clusters Score -626272.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -626272.750000 Penalty: 2770.161133
	Iteration 38F: 3 clusters Score -626272.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (104813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104813 members 
Entering Unmasked Estep 
Score: -13204178.000000 Penalty: 1878.489014
	Iteration 0F: 2 clusters Score -1.320418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 52519 members 
Entering Unmasked Estep 
Score: -13137008.000000 Penalty: 3756.978027
	Iteration 0F: 3 clusters Score -1.313701e+07 nChanged 50302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50980 members 
Mstep: Class 2 contains 53833 members 
Entering Unmasked Estep 
Score: -13166616.000000 Penalty: 3756.978027
	Iteration 1F: 3 clusters Score -1.316662e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 54314 members 
Entering Unmasked Estep 
Score: -13167540.000000 Penalty: 3756.978027
	Iteration 2Q: 3 clusters Score -1.316754e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 54980 members 
Entering Unmasked Estep 
Score: -13168808.000000 Penalty: 3756.978027
	Iteration 3Q: 3 clusters Score -1.316881e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48787 members 
Mstep: Class 2 contains 56026 members 
Entering Unmasked Estep 
Score: -13170852.000000 Penalty: 3756.978027
	Iteration 4Q: 3 clusters Score -1.317085e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47519 members 
Mstep: Class 2 contains 57294 members 
Entering Unmasked Estep 
Score: -13174072.000000 Penalty: 3756.978027
	Iteration 5F: 3 clusters Score -1.317407e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 58585 members 
Entering Unmasked Estep 
Score: -13179699.000000 Penalty: 3756.978027
	Iteration 6F: 3 clusters Score -1.31797e+07 nChanged 7841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 59392 members 
Entering Unmasked Estep 
Score: -13186436.000000 Penalty: 3756.978027
	Iteration 7F: 3 clusters Score -1.318644e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 59514 members 
Entering Unmasked Estep 
Score: -13190754.000000 Penalty: 3756.978027
	Iteration 8F: 3 clusters Score -1.319075e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45732 members 
Mstep: Class 2 contains 59081 members 
Entering Unmasked Estep 
Score: -13192420.000000 Penalty: 3756.978027
	Iteration 9Q: 3 clusters Score -1.319242e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46360 members 
Mstep: Class 2 contains 58453 members 
Entering Unmasked Estep 
Score: -13193303.000000 Penalty: 3756.978027
	Iteration 10Q: 3 clusters Score -1.31933e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47166 members 
Mstep: Class 2 contains 57647 members 
Entering Unmasked Estep 
Score: -13194062.000000 Penalty: 3756.978027
	Iteration 11Q: 3 clusters Score -1.319406e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48066 members 
Mstep: Class 2 contains 56747 members 
Entering Unmasked Estep 
Score: -13194749.000000 Penalty: 3756.978027
	Iteration 12Q: 3 clusters Score -1.319475e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 55777 members 
Entering Unmasked Estep 
Score: -13195228.000000 Penalty: 3756.978027
	Iteration 13Q: 3 clusters Score -1.319523e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 54764 members 
Entering Unmasked Estep 
Score: -13195779.000000 Penalty: 3756.978027
	Iteration 14Q: 3 clusters Score -1.319578e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51180 members 
Mstep: Class 2 contains 53633 members 
Entering Unmasked Estep 
Score: -13196225.000000 Penalty: 3756.978027
	Iteration 15Q: 3 clusters Score -1.319622e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52361 members 
Mstep: Class 2 contains 52452 members 
Entering Unmasked Estep 
Score: -13196611.000000 Penalty: 3756.978027
	Iteration 16Q: 3 clusters Score -1.319661e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53390 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -13196919.000000 Penalty: 3756.978027
	Iteration 17Q: 3 clusters Score -1.319692e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54344 members 
Mstep: Class 2 contains 50469 members 
Entering Unmasked Estep 
Score: -13197114.000000 Penalty: 3756.978027
	Iteration 18Q: 3 clusters Score -1.319711e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55237 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -13197327.000000 Penalty: 3756.978027
	Iteration 19Q: 3 clusters Score -1.319733e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56019 members 
Mstep: Class 2 contains 48794 members 
Entering Unmasked Estep 
Score: -13197537.000000 Penalty: 3756.978027
	Iteration 20F: 3 clusters Score -1.319754e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56749 members 
Mstep: Class 2 contains 48064 members 
Entering Unmasked Estep 
Score: -13197638.000000 Penalty: 3756.978027
	Iteration 21Q: 3 clusters Score -1.319764e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57406 members 
Mstep: Class 2 contains 47407 members 
Entering Unmasked Estep 
Score: -13197724.000000 Penalty: 3756.978027
	Iteration 22Q: 3 clusters Score -1.319772e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58053 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -13197708.000000 Penalty: 3756.978027
	Iteration 23Q: 3 clusters Score -1.319771e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58668 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -13197777.000000 Penalty: 3756.978027
	Iteration 24Q: 3 clusters Score -1.319778e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 45510 members 
Entering Unmasked Estep 
Score: -13197752.000000 Penalty: 3756.978027
	Iteration 25Q: 3 clusters Score -1.319775e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59964 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -13197741.000000 Penalty: 3756.978027
	Iteration 26Q: 3 clusters Score -1.319774e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60589 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -13197759.000000 Penalty: 3756.978027
	Iteration 27Q: 3 clusters Score -1.319776e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61230 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -13197739.000000 Penalty: 3756.978027
	Iteration 28Q: 3 clusters Score -1.319774e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61923 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -13197680.000000 Penalty: 3756.978027
	Iteration 29Q: 3 clusters Score -1.319768e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62636 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -13197659.000000 Penalty: 3756.978027
	Iteration 30Q: 3 clusters Score -1.319766e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63384 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -13197690.000000 Penalty: 3756.978027
	Iteration 31Q: 3 clusters Score -1.319769e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64166 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -13197638.000000 Penalty: 3756.978027
	Iteration 32Q: 3 clusters Score -1.319764e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65050 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -13197645.000000 Penalty: 3756.978027
	Iteration 33Q: 3 clusters Score -1.319764e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66030 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -13197647.000000 Penalty: 3756.978027
	Iteration 34Q: 3 clusters Score -1.319765e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67132 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -13197762.000000 Penalty: 3756.978027
	Iteration 35Q: 3 clusters Score -1.319776e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68395 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -13197868.000000 Penalty: 3756.978027
	Iteration 36Q: 3 clusters Score -1.319787e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69614 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -13197938.000000 Penalty: 3756.978027
	Iteration 37Q: 3 clusters Score -1.319794e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70937 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -13198028.000000 Penalty: 3756.978027
	Iteration 38Q: 3 clusters Score -1.319803e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72352 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -13198091.000000 Penalty: 3756.978027
	Iteration 39Q: 3 clusters Score -1.319809e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73844 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -13198249.000000 Penalty: 3756.978027
	Iteration 40F: 3 clusters Score -1.319825e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75419 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -13198342.000000 Penalty: 3756.978027
	Iteration 41Q: 3 clusters Score -1.319834e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77008 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -13198479.000000 Penalty: 3756.978027
	Iteration 42Q: 3 clusters Score -1.319848e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78668 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -13198682.000000 Penalty: 3756.978027
	Iteration 43Q: 3 clusters Score -1.319868e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80345 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -13198902.000000 Penalty: 3756.978027
	Iteration 44Q: 3 clusters Score -1.31989e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81987 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -13199109.000000 Penalty: 3756.978027
	Iteration 45Q: 3 clusters Score -1.319911e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83581 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -13199358.000000 Penalty: 3756.978027
	Iteration 46Q: 3 clusters Score -1.319936e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85197 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -13199525.000000 Penalty: 3756.978027
	Iteration 47Q: 3 clusters Score -1.319952e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86733 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -13199716.000000 Penalty: 3756.978027
	Iteration 48Q: 3 clusters Score -1.319972e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88271 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -13199968.000000 Penalty: 3756.978027
	Iteration 49Q: 3 clusters Score -1.319997e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89794 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -13200213.000000 Penalty: 3756.978027
	Iteration 50Q: 3 clusters Score -1.320021e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91178 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -13200945.000000 Penalty: 3756.978027
	Iteration 51Q: 3 clusters Score -1.320094e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92434 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -13201542.000000 Penalty: 3756.978027
	Iteration 52Q: 3 clusters Score -1.320154e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93686 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -13202045.000000 Penalty: 3756.978027
	Iteration 53Q: 3 clusters Score -1.320204e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94934 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -13202489.000000 Penalty: 3756.978027
	Iteration 54Q: 3 clusters Score -1.320249e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96150 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -13202931.000000 Penalty: 3756.978027
	Iteration 55Q: 3 clusters Score -1.320293e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97253 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -13203414.000000 Penalty: 3756.978027
	Iteration 56Q: 3 clusters Score -1.320341e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98240 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -13203749.000000 Penalty: 3756.978027
	Iteration 57Q: 3 clusters Score -1.320375e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99072 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -13203887.000000 Penalty: 3756.978027
	Iteration 58Q: 3 clusters Score -1.320389e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99773 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -13203870.000000 Penalty: 3756.978027
	Iteration 59Q: 3 clusters Score -1.320387e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100323 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -13203925.000000 Penalty: 3756.978027
	Iteration 60F: 3 clusters Score -1.320392e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100780 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -13203904.000000 Penalty: 3756.978027
	Iteration 61Q: 3 clusters Score -1.32039e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101158 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -13203833.000000 Penalty: 3756.978027
	Iteration 62Q: 3 clusters Score -1.320383e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101498 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -13203804.000000 Penalty: 3756.978027
	Iteration 63Q: 3 clusters Score -1.32038e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101796 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -13203790.000000 Penalty: 3756.978027
	Iteration 64Q: 3 clusters Score -1.320379e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102072 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -13203743.000000 Penalty: 3756.978027
	Iteration 65Q: 3 clusters Score -1.320374e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102308 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -13203727.000000 Penalty: 3756.978027
	Iteration 66Q: 3 clusters Score -1.320373e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102536 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -13203714.000000 Penalty: 3756.978027
	Iteration 67Q: 3 clusters Score -1.320371e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102721 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -13203693.000000 Penalty: 3756.978027
	Iteration 68Q: 3 clusters Score -1.320369e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102869 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -13203648.000000 Penalty: 3756.978027
	Iteration 69Q: 3 clusters Score -1.320365e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102995 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -13203613.000000 Penalty: 3756.978027
	Iteration 70Q: 3 clusters Score -1.320361e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103107 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -13203594.000000 Penalty: 3756.978027
	Iteration 71Q: 3 clusters Score -1.320359e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103200 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -13203554.000000 Penalty: 3756.978027
	Iteration 72Q: 3 clusters Score -1.320355e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103287 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -13203532.000000 Penalty: 3756.978027
	Iteration 73Q: 3 clusters Score -1.320353e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103373 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -13203495.000000 Penalty: 3756.978027
	Iteration 74Q: 3 clusters Score -1.32035e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103443 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -13203486.000000 Penalty: 3756.978027
	Iteration 75Q: 3 clusters Score -1.320349e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103511 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -13203465.000000 Penalty: 3756.978027
	Iteration 76Q: 3 clusters Score -1.320346e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103560 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -13203415.000000 Penalty: 3756.978027
	Iteration 77Q: 3 clusters Score -1.320342e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103595 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -13203413.000000 Penalty: 3756.978027
	Iteration 78Q: 3 clusters Score -1.320341e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103631 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -13203397.000000 Penalty: 3756.978027
	Iteration 79Q: 3 clusters Score -1.32034e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103661 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -13203391.000000 Penalty: 3756.978027
	Iteration 80F: 3 clusters Score -1.320339e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103682 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -13203378.000000 Penalty: 3756.978027
	Iteration 81Q: 3 clusters Score -1.320338e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103705 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -13203368.000000 Penalty: 3756.978027
	Iteration 82Q: 3 clusters Score -1.320337e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103735 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -13203350.000000 Penalty: 3756.978027
	Iteration 83Q: 3 clusters Score -1.320335e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103760 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -13203345.000000 Penalty: 3756.978027
	Iteration 84Q: 3 clusters Score -1.320334e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103779 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -13203348.000000 Penalty: 3756.978027
	Iteration 85Q: 3 clusters Score -1.320335e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103807 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -13203311.000000 Penalty: 3756.978027
	Iteration 86Q: 3 clusters Score -1.320331e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103830 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -13203312.000000 Penalty: 3756.978027
	Iteration 87Q: 3 clusters Score -1.320331e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103849 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -13203321.000000 Penalty: 3756.978027
	Iteration 88Q: 3 clusters Score -1.320332e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103861 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -13203307.000000 Penalty: 3756.978027
	Iteration 89Q: 3 clusters Score -1.320331e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103868 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -13203313.000000 Penalty: 3756.978027
	Iteration 90Q: 3 clusters Score -1.320331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103874 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -13203301.000000 Penalty: 3756.978027
	Iteration 91Q: 3 clusters Score -1.32033e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103883 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -13203295.000000 Penalty: 3756.978027
	Iteration 92Q: 3 clusters Score -1.32033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103891 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -13203284.000000 Penalty: 3756.978027
	Iteration 93Q: 3 clusters Score -1.320328e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103902 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -13203274.000000 Penalty: 3756.978027
	Iteration 94Q: 3 clusters Score -1.320327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103906 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -13203275.000000 Penalty: 3756.978027
	Iteration 95Q: 3 clusters Score -1.320328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103909 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -13203270.000000 Penalty: 3756.978027
	Iteration 96Q: 3 clusters Score -1.320327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103912 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -13203260.000000 Penalty: 3756.978027
	Iteration 97Q: 3 clusters Score -1.320326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103914 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -13203268.000000 Penalty: 3756.978027
	Iteration 98Q: 3 clusters Score -1.320327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103916 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -13203271.000000 Penalty: 3756.978027
	Iteration 99Q: 3 clusters Score -1.320327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103920 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -13203279.000000 Penalty: 3756.978027
	Iteration 100F: 3 clusters Score -1.320328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103919 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -13203272.000000 Penalty: 3756.978027
	Iteration 101Q: 3 clusters Score -1.320327e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103919 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -13203272.000000 Penalty: 3756.978027
	Iteration 102F: 3 clusters Score -1.320327e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Entering Unmasked Estep 
Score: -378147.562500 Penalty: 1306.781860
	Iteration 0F: 2 clusters Score -378147.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -375287.562500 Penalty: 2613.563721
	Iteration 0F: 3 clusters Score -375287.6 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -376112.437500 Penalty: 2613.563721
	Iteration 1F: 3 clusters Score -376112.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -376349.343750 Penalty: 2613.563721
	Iteration 2F: 3 clusters Score -376349.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -376582.718750 Penalty: 2613.563721
	Iteration 3F: 3 clusters Score -376582.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -376827.875000 Penalty: 2613.563721
	Iteration 4F: 3 clusters Score -376827.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -377027.218750 Penalty: 2613.563721
	Iteration 5F: 3 clusters Score -377027.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -377206.500000 Penalty: 2613.563721
	Iteration 6F: 3 clusters Score -377206.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -377372.625000 Penalty: 2613.563721
	Iteration 7Q: 3 clusters Score -377372.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -377537.062500 Penalty: 2613.563721
	Iteration 8Q: 3 clusters Score -377537.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -377710.062500 Penalty: 2613.563721
	Iteration 9Q: 3 clusters Score -377710.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -377829.093750 Penalty: 2613.563721
	Iteration 10Q: 3 clusters Score -377829.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -377902.625000 Penalty: 2613.563721
	Iteration 11Q: 3 clusters Score -377902.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -377947.750000 Penalty: 2613.563721
	Iteration 12Q: 3 clusters Score -377947.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -377967.281250 Penalty: 2613.563721
	Iteration 13Q: 3 clusters Score -377967.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -377978.312500 Penalty: 2613.563721
	Iteration 14Q: 3 clusters Score -377978.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -377982.437500 Penalty: 2613.563721
	Iteration 15Q: 3 clusters Score -377982.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -377986.093750 Penalty: 2613.563721
	Iteration 16Q: 3 clusters Score -377986.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -377987.875000 Penalty: 2613.563721
	Iteration 17Q: 3 clusters Score -377987.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -377988.937500 Penalty: 2613.563721
	Iteration 18Q: 3 clusters Score -377988.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -377989.437500 Penalty: 2613.563721
	Iteration 19Q: 3 clusters Score -377989.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -377989.531250 Penalty: 2613.563721
	Iteration 20F: 3 clusters Score -377989.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Entering Unmasked Estep 
Score: -146161.906250 Penalty: 1174.848755
	Iteration 0F: 2 clusters Score -146161.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -144568.375000 Penalty: 2349.697510
	Iteration 0F: 3 clusters Score -144568.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -145384.281250 Penalty: 2349.697510
	Iteration 1F: 3 clusters Score -145384.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -145748.859375 Penalty: 2349.697510
	Iteration 2F: 3 clusters Score -145748.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -145943.921875 Penalty: 2349.697510
	Iteration 3F: 3 clusters Score -145943.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -146044.156250 Penalty: 2349.697510
	Iteration 4Q: 3 clusters Score -146044.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -146092.921875 Penalty: 2349.697510
	Iteration 5Q: 3 clusters Score -146092.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -146130.734375 Penalty: 2349.697510
	Iteration 6Q: 3 clusters Score -146130.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -146166.312500 Penalty: 2349.697510
	Iteration 7Q: 3 clusters Score -146166.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -146193.750000 Penalty: 2349.697510
	Iteration 8Q: 3 clusters Score -146193.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -146210.281250 Penalty: 2349.697510
	Iteration 9Q: 3 clusters Score -146210.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -146229.171875 Penalty: 2349.697510
	Iteration 10Q: 3 clusters Score -146229.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -146237.906250 Penalty: 2349.697510
	Iteration 11Q: 3 clusters Score -146237.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -146240.828125 Penalty: 2349.697510
	Iteration 12Q: 3 clusters Score -146240.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -146243.406250 Penalty: 2349.697510
	Iteration 13Q: 3 clusters Score -146243.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -146246.656250 Penalty: 2349.697510
	Iteration 14Q: 3 clusters Score -146246.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -146250.734375 Penalty: 2349.697510
	Iteration 15Q: 3 clusters Score -146250.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -146253.140625 Penalty: 2349.697510
	Iteration 16Q: 3 clusters Score -146253.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -146254.953125 Penalty: 2349.697510
	Iteration 17Q: 3 clusters Score -146255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -146254.953125 Penalty: 2349.697510
	Iteration 18F: 3 clusters Score -146255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 104132 members 
Mstep: Class 3 contains 6670 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 46469 members 
Mstep: Class 7 contains 282 members 
Mstep: Class 8 contains 6982 members 
Mstep: Class 9 contains 78937 members 
Mstep: Class 10 contains 79746 members 
Mstep: Class 11 contains 98659 members 
Mstep: Class 12 contains 52847 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 104813 members 
Mstep: Class 15 contains 3108 members 
Mstep: Class 16 contains 839 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 6129 members 
Mstep: Class 19 contains 3580 members 
Mstep: Class 20 contains 26454 members 
Mstep: Class 21 contains 386 members 
Mstep: Class 22 contains 1657 members 
Mstep: Class 23 contains 312 members 
Mstep: Class 24 contains 9358 members 
Mstep: Class 25 contains 94778 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6754 members 
Mstep: Class 28 contains 4057 members 
Mstep: Class 29 contains 3154 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 828 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 13551 members 
Mstep: Class 34 contains 9889 members 
Mstep: Class 35 contains 9861 members 
Mstep: Class 36 contains 431 members 
Mstep: Class 37 contains 111057 members 
Mstep: Class 38 contains 495 members 
Mstep: Class 39 contains 1220 members 
Mstep: Class 40 contains 8255 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 541 members 
Entering Unmasked Estep 
Score: -111773872.000000 Penalty: 93710.203125
Splitting cluster 16 changes total score from -111774512.000000 to -111773872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -53673.253906 Penalty: 1009.873840
	Iteration 0F: 2 clusters Score -53673.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52598.429688 Penalty: 2019.747681
	Iteration 0F: 3 clusters Score -52598.43 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52817.078125 Penalty: 2019.747681
	Iteration 1F: 3 clusters Score -52817.08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -52929.503906 Penalty: 2019.747681
	Iteration 2F: 3 clusters Score -52929.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -53010.847656 Penalty: 2019.747681
	Iteration 3F: 3 clusters Score -53010.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -53064.726562 Penalty: 2019.747681
	Iteration 4Q: 3 clusters Score -53064.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -53116.042969 Penalty: 2019.747681
	Iteration 5Q: 3 clusters Score -53116.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -53139.023438 Penalty: 2019.747681
	Iteration 6Q: 3 clusters Score -53139.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -53147.816406 Penalty: 2019.747681
	Iteration 7Q: 3 clusters Score -53147.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -53154.753906 Penalty: 2019.747681
	Iteration 8Q: 3 clusters Score -53154.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -53154.753906 Penalty: 2019.747681
	Iteration 9F: 3 clusters Score -53154.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Entering Unmasked Estep 
Score: -781559.500000 Penalty: 1417.127930
	Iteration 0F: 2 clusters Score -781559.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -776841.437500 Penalty: 2834.255859
	Iteration 0F: 3 clusters Score -776841.4 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -778210.687500 Penalty: 2834.255859
	Iteration 1F: 3 clusters Score -778210.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -778408.687500 Penalty: 2834.255859
	Iteration 2F: 3 clusters Score -778408.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -778535.687500 Penalty: 2834.255859
	Iteration 3F: 3 clusters Score -778535.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -778644.562500 Penalty: 2834.255859
	Iteration 4Q: 3 clusters Score -778644.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -778769.062500 Penalty: 2834.255859
	Iteration 5Q: 3 clusters Score -778769.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -778881.625000 Penalty: 2834.255859
	Iteration 6Q: 3 clusters Score -778881.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -779016.062500 Penalty: 2834.255859
	Iteration 7Q: 3 clusters Score -779016.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -779135.062500 Penalty: 2834.255859
	Iteration 8Q: 3 clusters Score -779135.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -779229.875000 Penalty: 2834.255859
	Iteration 9Q: 3 clusters Score -779229.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -779350.125000 Penalty: 2834.255859
	Iteration 10Q: 3 clusters Score -779350.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -779447.750000 Penalty: 2834.255859
	Iteration 11Q: 3 clusters Score -779447.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -779541.937500 Penalty: 2834.255859
	Iteration 12Q: 3 clusters Score -779541.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -779639.562500 Penalty: 2834.255859
	Iteration 13Q: 3 clusters Score -779639.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -779735.750000 Penalty: 2834.255859
	Iteration 14Q: 3 clusters Score -779735.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -779831.125000 Penalty: 2834.255859
	Iteration 15Q: 3 clusters Score -779831.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -779915.125000 Penalty: 2834.255859
	Iteration 16Q: 3 clusters Score -779915.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -779991.437500 Penalty: 2834.255859
	Iteration 17Q: 3 clusters Score -779991.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -780061.437500 Penalty: 2834.255859
	Iteration 18Q: 3 clusters Score -780061.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -780113.875000 Penalty: 2834.255859
	Iteration 19Q: 3 clusters Score -780113.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -780148.437500 Penalty: 2834.255859
	Iteration 20F: 3 clusters Score -780148.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -780183.062500 Penalty: 2834.255859
	Iteration 21Q: 3 clusters Score -780183.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -780218.687500 Penalty: 2834.255859
	Iteration 22Q: 3 clusters Score -780218.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -780247.187500 Penalty: 2834.255859
	Iteration 23Q: 3 clusters Score -780247.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -780266.062500 Penalty: 2834.255859
	Iteration 24Q: 3 clusters Score -780266.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -780279.625000 Penalty: 2834.255859
	Iteration 25Q: 3 clusters Score -780279.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -780290.000000 Penalty: 2834.255859
	Iteration 26Q: 3 clusters Score -780290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -780301.562500 Penalty: 2834.255859
	Iteration 27Q: 3 clusters Score -780301.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -780318.937500 Penalty: 2834.255859
	Iteration 28Q: 3 clusters Score -780318.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -780338.875000 Penalty: 2834.255859
	Iteration 29Q: 3 clusters Score -780338.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -780348.000000 Penalty: 2834.255859
	Iteration 30Q: 3 clusters Score -780348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -780360.750000 Penalty: 2834.255859
	Iteration 31Q: 3 clusters Score -780360.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -780366.687500 Penalty: 2834.255859
	Iteration 32Q: 3 clusters Score -780366.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -780373.375000 Penalty: 2834.255859
	Iteration 33Q: 3 clusters Score -780373.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -780379.125000 Penalty: 2834.255859
	Iteration 34Q: 3 clusters Score -780379.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -780383.312500 Penalty: 2834.255859
	Iteration 35Q: 3 clusters Score -780383.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -780391.500000 Penalty: 2834.255859
	Iteration 36Q: 3 clusters Score -780391.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -780395.000000 Penalty: 2834.255859
	Iteration 37Q: 3 clusters Score -780395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -780397.875000 Penalty: 2834.255859
	Iteration 38Q: 3 clusters Score -780397.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -780400.812500 Penalty: 2834.255859
	Iteration 39Q: 3 clusters Score -780400.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -780402.750000 Penalty: 2834.255859
	Iteration 40F: 3 clusters Score -780402.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -780402.937500 Penalty: 2834.255859
	Iteration 41Q: 3 clusters Score -780402.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -780404.312500 Penalty: 2834.255859
	Iteration 42Q: 3 clusters Score -780404.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -780404.500000 Penalty: 2834.255859
	Iteration 43Q: 3 clusters Score -780404.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -780406.062500 Penalty: 2834.255859
	Iteration 44Q: 3 clusters Score -780406.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -780406.062500 Penalty: 2834.255859
	Iteration 45F: 3 clusters Score -780406.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Entering Unmasked Estep 
Score: -406503.125000 Penalty: 1329.756714
	Iteration 0F: 2 clusters Score -406503.1 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 1768 members 
Entering Unmasked Estep 
Score: -403451.156250 Penalty: 2659.513428
	Iteration 0F: 3 clusters Score -403451.2 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -404390.781250 Penalty: 2659.513428
	Iteration 1F: 3 clusters Score -404390.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -404575.406250 Penalty: 2659.513428
	Iteration 2F: 3 clusters Score -404575.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -404740.000000 Penalty: 2659.513428
	Iteration 3F: 3 clusters Score -404740 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -404906.312500 Penalty: 2659.513428
	Iteration 4F: 3 clusters Score -404906.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -405077.718750 Penalty: 2659.513428
	Iteration 5F: 3 clusters Score -405077.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -405297.031250 Penalty: 2659.513428
	Iteration 6F: 3 clusters Score -405297 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -405494.281250 Penalty: 2659.513428
	Iteration 7F: 3 clusters Score -405494.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -405616.281250 Penalty: 2659.513428
	Iteration 8Q: 3 clusters Score -405616.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -405675.187500 Penalty: 2659.513428
	Iteration 9Q: 3 clusters Score -405675.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -405711.718750 Penalty: 2659.513428
	Iteration 10Q: 3 clusters Score -405711.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -405743.093750 Penalty: 2659.513428
	Iteration 11Q: 3 clusters Score -405743.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -405762.625000 Penalty: 2659.513428
	Iteration 12Q: 3 clusters Score -405762.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -405777.218750 Penalty: 2659.513428
	Iteration 13Q: 3 clusters Score -405777.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -405791.781250 Penalty: 2659.513428
	Iteration 14Q: 3 clusters Score -405791.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -405805.531250 Penalty: 2659.513428
	Iteration 15Q: 3 clusters Score -405805.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -405814.250000 Penalty: 2659.513428
	Iteration 16Q: 3 clusters Score -405814.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -405821.843750 Penalty: 2659.513428
	Iteration 17Q: 3 clusters Score -405821.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -405828.875000 Penalty: 2659.513428
	Iteration 18Q: 3 clusters Score -405828.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -405831.843750 Penalty: 2659.513428
	Iteration 19Q: 3 clusters Score -405831.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -405836.593750 Penalty: 2659.513428
	Iteration 20F: 3 clusters Score -405836.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -405841.562500 Penalty: 2659.513428
	Iteration 21Q: 3 clusters Score -405841.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -405843.468750 Penalty: 2659.513428
	Iteration 22Q: 3 clusters Score -405843.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -405844.968750 Penalty: 2659.513428
	Iteration 23Q: 3 clusters Score -405845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -405847.781250 Penalty: 2659.513428
	Iteration 24Q: 3 clusters Score -405847.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -405851.656250 Penalty: 2659.513428
	Iteration 25Q: 3 clusters Score -405851.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -405860.218750 Penalty: 2659.513428
	Iteration 26Q: 3 clusters Score -405860.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -405866.468750 Penalty: 2659.513428
	Iteration 27Q: 3 clusters Score -405866.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -405873.156250 Penalty: 2659.513428
	Iteration 28Q: 3 clusters Score -405873.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -405877.843750 Penalty: 2659.513428
	Iteration 29Q: 3 clusters Score -405877.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -405882.156250 Penalty: 2659.513428
	Iteration 30Q: 3 clusters Score -405882.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -405885.468750 Penalty: 2659.513428
	Iteration 31Q: 3 clusters Score -405885.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -405886.812500 Penalty: 2659.513428
	Iteration 32Q: 3 clusters Score -405886.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -405888.625000 Penalty: 2659.513428
	Iteration 33Q: 3 clusters Score -405888.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -405892.343750 Penalty: 2659.513428
	Iteration 34Q: 3 clusters Score -405892.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -405894.406250 Penalty: 2659.513428
	Iteration 35Q: 3 clusters Score -405894.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -405896.625000 Penalty: 2659.513428
	Iteration 36Q: 3 clusters Score -405896.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -405896.562500 Penalty: 2659.513428
	Iteration 37Q: 3 clusters Score -405896.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -405896.500000 Penalty: 2659.513428
	Iteration 38Q: 3 clusters Score -405896.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -405896.750000 Penalty: 2659.513428
	Iteration 39Q: 3 clusters Score -405896.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -405897.437500 Penalty: 2659.513428
	Iteration 40F: 3 clusters Score -405897.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -405898.500000 Penalty: 2659.513428
	Iteration 41Q: 3 clusters Score -405898.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -405901.000000 Penalty: 2659.513428
	Iteration 42Q: 3 clusters Score -405901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -405903.875000 Penalty: 2659.513428
	Iteration 43Q: 3 clusters Score -405903.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -405904.906250 Penalty: 2659.513428
	Iteration 44Q: 3 clusters Score -405904.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -405906.156250 Penalty: 2659.513428
	Iteration 45Q: 3 clusters Score -405906.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -405908.031250 Penalty: 2659.513428
	Iteration 46Q: 3 clusters Score -405908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -405915.093750 Penalty: 2659.513428
	Iteration 47Q: 3 clusters Score -405915.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -405921.625000 Penalty: 2659.513428
	Iteration 48Q: 3 clusters Score -405921.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -405924.562500 Penalty: 2659.513428
	Iteration 49Q: 3 clusters Score -405924.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -405927.312500 Penalty: 2659.513428
	Iteration 50Q: 3 clusters Score -405927.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -405930.187500 Penalty: 2659.513428
	Iteration 51Q: 3 clusters Score -405930.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -405934.468750 Penalty: 2659.513428
	Iteration 52Q: 3 clusters Score -405934.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -405939.125000 Penalty: 2659.513428
	Iteration 53Q: 3 clusters Score -405939.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -405940.218750 Penalty: 2659.513428
	Iteration 54Q: 3 clusters Score -405940.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -405943.468750 Penalty: 2659.513428
	Iteration 55Q: 3 clusters Score -405943.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -405946.781250 Penalty: 2659.513428
	Iteration 56Q: 3 clusters Score -405946.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -405951.656250 Penalty: 2659.513428
	Iteration 57Q: 3 clusters Score -405951.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -405956.781250 Penalty: 2659.513428
	Iteration 58Q: 3 clusters Score -405956.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -405959.218750 Penalty: 2659.513428
	Iteration 59Q: 3 clusters Score -405959.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -405962.562500 Penalty: 2659.513428
	Iteration 60F: 3 clusters Score -405962.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -405964.375000 Penalty: 2659.513428
	Iteration 61Q: 3 clusters Score -405964.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -405966.531250 Penalty: 2659.513428
	Iteration 62Q: 3 clusters Score -405966.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -405968.093750 Penalty: 2659.513428
	Iteration 63Q: 3 clusters Score -405968.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -405968.906250 Penalty: 2659.513428
	Iteration 64Q: 3 clusters Score -405968.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -405970.937500 Penalty: 2659.513428
	Iteration 65Q: 3 clusters Score -405970.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -405972.500000 Penalty: 2659.513428
	Iteration 66Q: 3 clusters Score -405972.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -405973.000000 Penalty: 2659.513428
	Iteration 67Q: 3 clusters Score -405973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -405972.906250 Penalty: 2659.513428
	Iteration 68Q: 3 clusters Score -405972.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -405973.531250 Penalty: 2659.513428
	Iteration 69Q: 3 clusters Score -405973.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -405973.531250 Penalty: 2659.513428
	Iteration 70F: 3 clusters Score -405973.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Entering Unmasked Estep 
Score: -3286065.000000 Penalty: 1654.763916
	Iteration 0F: 2 clusters Score -3286065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -3268080.250000 Penalty: 3309.527832
	Iteration 0F: 3 clusters Score -3268080 nChanged 12186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -3274791.500000 Penalty: 3309.527832
	Iteration 1F: 3 clusters Score -3274792 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -3275125.750000 Penalty: 3309.527832
	Iteration 2Q: 3 clusters Score -3275126 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -3275517.000000 Penalty: 3309.527832
	Iteration 3Q: 3 clusters Score -3275517 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -3276025.000000 Penalty: 3309.527832
	Iteration 4Q: 3 clusters Score -3276025 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -3276712.500000 Penalty: 3309.527832
	Iteration 5F: 3 clusters Score -3276712 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -3277670.250000 Penalty: 3309.527832
	Iteration 6F: 3 clusters Score -3277670 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -3278981.750000 Penalty: 3309.527832
	Iteration 7F: 3 clusters Score -3278982 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -3280650.250000 Penalty: 3309.527832
	Iteration 8F: 3 clusters Score -3280650 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -3282294.500000 Penalty: 3309.527832
	Iteration 9F: 3 clusters Score -3282294 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -3283431.750000 Penalty: 3309.527832
	Iteration 10Q: 3 clusters Score -3283432 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -3283993.250000 Penalty: 3309.527832
	Iteration 11Q: 3 clusters Score -3283993 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -3284288.000000 Penalty: 3309.527832
	Iteration 12Q: 3 clusters Score -3284288 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -3284428.500000 Penalty: 3309.527832
	Iteration 13Q: 3 clusters Score -3284428 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -3284494.250000 Penalty: 3309.527832
	Iteration 14Q: 3 clusters Score -3284494 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -3284551.500000 Penalty: 3309.527832
	Iteration 15Q: 3 clusters Score -3284552 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -3284581.500000 Penalty: 3309.527832
	Iteration 16Q: 3 clusters Score -3284582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -3284598.500000 Penalty: 3309.527832
	Iteration 17Q: 3 clusters Score -3284598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -3284613.500000 Penalty: 3309.527832
	Iteration 18Q: 3 clusters Score -3284614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -3284623.500000 Penalty: 3309.527832
	Iteration 19Q: 3 clusters Score -3284624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -3284637.750000 Penalty: 3309.527832
	Iteration 20F: 3 clusters Score -3284638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -3284645.250000 Penalty: 3309.527832
	Iteration 21Q: 3 clusters Score -3284645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -3284650.250000 Penalty: 3309.527832
	Iteration 22Q: 3 clusters Score -3284650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -3284653.750000 Penalty: 3309.527832
	Iteration 23Q: 3 clusters Score -3284654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -3284656.500000 Penalty: 3309.527832
	Iteration 24Q: 3 clusters Score -3284656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -3284662.250000 Penalty: 3309.527832
	Iteration 25Q: 3 clusters Score -3284662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -3284662.250000 Penalty: 3309.527832
	Iteration 26F: 3 clusters Score -3284662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -31617.005859 Penalty: 967.823547
	Iteration 0F: 2 clusters Score -31617.01 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 200 members 
Entering Unmasked Estep 
Score: -30760.738281 Penalty: 1935.647095
	Iteration 0F: 3 clusters Score -30760.74 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -31046.792969 Penalty: 1935.647095
	Iteration 1F: 3 clusters Score -31046.79 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -31227.949219 Penalty: 1935.647095
	Iteration 2F: 3 clusters Score -31227.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -31373.554688 Penalty: 1935.647095
	Iteration 3F: 3 clusters Score -31373.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -31441.021484 Penalty: 1935.647095
	Iteration 4Q: 3 clusters Score -31441.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -31472.294922 Penalty: 1935.647095
	Iteration 5Q: 3 clusters Score -31472.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -31495.115234 Penalty: 1935.647095
	Iteration 6Q: 3 clusters Score -31495.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -31534.511719 Penalty: 1935.647095
	Iteration 7Q: 3 clusters Score -31534.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -31559.505859 Penalty: 1935.647095
	Iteration 8Q: 3 clusters Score -31559.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -31569.750000 Penalty: 1935.647095
	Iteration 9Q: 3 clusters Score -31569.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -31571.234375 Penalty: 1935.647095
	Iteration 10Q: 3 clusters Score -31571.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -31571.234375 Penalty: 1935.647095
	Iteration 11F: 3 clusters Score -31571.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Entering Unmasked Estep 
Score: -207161.890625 Penalty: 1204.574219
	Iteration 0F: 2 clusters Score -207161.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -205263.468750 Penalty: 2409.148438
	Iteration 0F: 3 clusters Score -205263.5 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -205633.625000 Penalty: 2409.148438
	Iteration 1F: 3 clusters Score -205633.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -205730.468750 Penalty: 2409.148438
	Iteration 2F: 3 clusters Score -205730.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -205797.500000 Penalty: 2409.148438
	Iteration 3Q: 3 clusters Score -205797.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -205867.375000 Penalty: 2409.148438
	Iteration 4Q: 3 clusters Score -205867.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -205912.343750 Penalty: 2409.148438
	Iteration 5Q: 3 clusters Score -205912.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -205952.625000 Penalty: 2409.148438
	Iteration 6Q: 3 clusters Score -205952.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -205987.187500 Penalty: 2409.148438
	Iteration 7Q: 3 clusters Score -205987.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -206021.125000 Penalty: 2409.148438
	Iteration 8Q: 3 clusters Score -206021.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -206042.953125 Penalty: 2409.148438
	Iteration 9Q: 3 clusters Score -206043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -206061.640625 Penalty: 2409.148438
	Iteration 10Q: 3 clusters Score -206061.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -206079.140625 Penalty: 2409.148438
	Iteration 11Q: 3 clusters Score -206079.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -206093.437500 Penalty: 2409.148438
	Iteration 12Q: 3 clusters Score -206093.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -206104.640625 Penalty: 2409.148438
	Iteration 13Q: 3 clusters Score -206104.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -206109.453125 Penalty: 2409.148438
	Iteration 14Q: 3 clusters Score -206109.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -206114.171875 Penalty: 2409.148438
	Iteration 15Q: 3 clusters Score -206114.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -206117.406250 Penalty: 2409.148438
	Iteration 16Q: 3 clusters Score -206117.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -206121.843750 Penalty: 2409.148438
	Iteration 17Q: 3 clusters Score -206121.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -206128.953125 Penalty: 2409.148438
	Iteration 18Q: 3 clusters Score -206129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -206131.578125 Penalty: 2409.148438
	Iteration 19Q: 3 clusters Score -206131.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -206136.968750 Penalty: 2409.148438
	Iteration 20F: 3 clusters Score -206137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -206139.671875 Penalty: 2409.148438
	Iteration 21Q: 3 clusters Score -206139.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -206140.906250 Penalty: 2409.148438
	Iteration 22Q: 3 clusters Score -206140.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -206141.328125 Penalty: 2409.148438
	Iteration 23Q: 3 clusters Score -206141.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -206142.968750 Penalty: 2409.148438
	Iteration 24Q: 3 clusters Score -206143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -206145.218750 Penalty: 2409.148438
	Iteration 25Q: 3 clusters Score -206145.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -206145.218750 Penalty: 2409.148438
	Iteration 26F: 3 clusters Score -206145.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -25488.179688 Penalty: 933.238037
	Iteration 0F: 2 clusters Score -25488.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24636.335938 Penalty: 1866.476074
	Iteration 0F: 3 clusters Score -24636.34 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -24964.589844 Penalty: 1866.476074
	Iteration 1F: 3 clusters Score -24964.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -25413.076172 Penalty: 1866.476074
	Iteration 2F: 3 clusters Score -25413.08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25683.492188 Penalty: 1866.476074
	Iteration 3F: 3 clusters Score -25683.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25912.808594 Penalty: 1866.476074
	Iteration 4F: 3 clusters Score -25912.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -26109.365234 Penalty: 1866.476074
	Iteration 5Q: 3 clusters Score -26109.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26193.484375 Penalty: 1866.476074
	Iteration 6Q: 3 clusters Score -26193.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26272.453125 Penalty: 1866.476074
	Iteration 7Q: 3 clusters Score -26272.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26310.369141 Penalty: 1866.476074
	Iteration 8Q: 3 clusters Score -26310.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -26319.660156 Penalty: 1866.476074
	Iteration 9Q: 3 clusters Score -26319.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -26319.660156 Penalty: 1866.476074
	Iteration 10F: 3 clusters Score -26319.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 104132 members 
Mstep: Class 3 contains 6670 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 46469 members 
Mstep: Class 7 contains 282 members 
Mstep: Class 8 contains 6982 members 
Mstep: Class 9 contains 78937 members 
Mstep: Class 10 contains 79746 members 
Mstep: Class 11 contains 98659 members 
Mstep: Class 12 contains 52847 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 104813 members 
Mstep: Class 15 contains 3108 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 6129 members 
Mstep: Class 19 contains 3580 members 
Mstep: Class 20 contains 26454 members 
Mstep: Class 21 contains 386 members 
Mstep: Class 22 contains 1657 members 
Mstep: Class 23 contains 152 members 
Mstep: Class 24 contains 9358 members 
Mstep: Class 25 contains 94778 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6754 members 
Mstep: Class 28 contains 4057 members 
Mstep: Class 29 contains 3154 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 828 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 13551 members 
Mstep: Class 34 contains 9889 members 
Mstep: Class 35 contains 9861 members 
Mstep: Class 36 contains 431 members 
Mstep: Class 37 contains 111057 members 
Mstep: Class 38 contains 495 members 
Mstep: Class 39 contains 1220 members 
Mstep: Class 40 contains 8255 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 160 members 
Entering Unmasked Estep 
Score: -111774424.000000 Penalty: 93710.203125
Splitting cluster 23 changes total score from -111774512.000000 to -111774424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (9358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Entering Unmasked Estep 
Score: -1090868.500000 Penalty: 1485.897827
	Iteration 0F: 2 clusters Score -1090868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1084113.375000 Penalty: 2971.795654
	Iteration 0F: 3 clusters Score -1084113 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1086373.000000 Penalty: 2971.795654
	Iteration 1F: 3 clusters Score -1086373 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1086612.125000 Penalty: 2971.795654
	Iteration 2F: 3 clusters Score -1086612 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1086791.875000 Penalty: 2971.795654
	Iteration 3Q: 3 clusters Score -1086792 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1086928.625000 Penalty: 2971.795654
	Iteration 4Q: 3 clusters Score -1086929 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1087044.000000 Penalty: 2971.795654
	Iteration 5Q: 3 clusters Score -1087044 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1087161.750000 Penalty: 2971.795654
	Iteration 6Q: 3 clusters Score -1087162 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1087284.375000 Penalty: 2971.795654
	Iteration 7Q: 3 clusters Score -1087284 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1087419.375000 Penalty: 2971.795654
	Iteration 8Q: 3 clusters Score -1087419 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1087569.625000 Penalty: 2971.795654
	Iteration 9Q: 3 clusters Score -1087570 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1087734.875000 Penalty: 2971.795654
	Iteration 10Q: 3 clusters Score -1087735 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1087925.500000 Penalty: 2971.795654
	Iteration 11Q: 3 clusters Score -1087926 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1088083.125000 Penalty: 2971.795654
	Iteration 12Q: 3 clusters Score -1088083 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1088234.250000 Penalty: 2971.795654
	Iteration 13Q: 3 clusters Score -1088234 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1088390.125000 Penalty: 2971.795654
	Iteration 14Q: 3 clusters Score -1088390 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1088573.375000 Penalty: 2971.795654
	Iteration 15Q: 3 clusters Score -1088573 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1088771.750000 Penalty: 2971.795654
	Iteration 16Q: 3 clusters Score -1088772 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1088953.500000 Penalty: 2971.795654
	Iteration 17Q: 3 clusters Score -1088954 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1089113.750000 Penalty: 2971.795654
	Iteration 18Q: 3 clusters Score -1089114 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1089269.750000 Penalty: 2971.795654
	Iteration 19Q: 3 clusters Score -1089270 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1089407.000000 Penalty: 2971.795654
	Iteration 20F: 3 clusters Score -1089407 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1089501.250000 Penalty: 2971.795654
	Iteration 21Q: 3 clusters Score -1089501 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1089539.750000 Penalty: 2971.795654
	Iteration 22Q: 3 clusters Score -1089540 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1089573.000000 Penalty: 2971.795654
	Iteration 23Q: 3 clusters Score -1089573 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1089600.125000 Penalty: 2971.795654
	Iteration 24Q: 3 clusters Score -1089600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1089622.375000 Penalty: 2971.795654
	Iteration 25Q: 3 clusters Score -1089622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1089642.750000 Penalty: 2971.795654
	Iteration 26Q: 3 clusters Score -1089643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1089663.375000 Penalty: 2971.795654
	Iteration 27Q: 3 clusters Score -1089663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1089683.750000 Penalty: 2971.795654
	Iteration 28Q: 3 clusters Score -1089684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1089701.750000 Penalty: 2971.795654
	Iteration 29Q: 3 clusters Score -1089702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1089721.125000 Penalty: 2971.795654
	Iteration 30Q: 3 clusters Score -1089721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1089739.875000 Penalty: 2971.795654
	Iteration 31Q: 3 clusters Score -1089740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1089754.750000 Penalty: 2971.795654
	Iteration 32Q: 3 clusters Score -1089755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1089769.000000 Penalty: 2971.795654
	Iteration 33Q: 3 clusters Score -1089769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1089778.500000 Penalty: 2971.795654
	Iteration 34Q: 3 clusters Score -1089778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1089786.875000 Penalty: 2971.795654
	Iteration 35Q: 3 clusters Score -1089787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1089792.375000 Penalty: 2971.795654
	Iteration 36Q: 3 clusters Score -1089792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1089802.125000 Penalty: 2971.795654
	Iteration 37Q: 3 clusters Score -1089802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1089820.750000 Penalty: 2971.795654
	Iteration 38Q: 3 clusters Score -1089821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1089831.625000 Penalty: 2971.795654
	Iteration 39Q: 3 clusters Score -1089832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1089844.000000 Penalty: 2971.795654
	Iteration 40F: 3 clusters Score -1089844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1089856.000000 Penalty: 2971.795654
	Iteration 41Q: 3 clusters Score -1089856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1089858.625000 Penalty: 2971.795654
	Iteration 42Q: 3 clusters Score -1089859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1089863.750000 Penalty: 2971.795654
	Iteration 43Q: 3 clusters Score -1089864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1089868.000000 Penalty: 2971.795654
	Iteration 44Q: 3 clusters Score -1089868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1089871.000000 Penalty: 2971.795654
	Iteration 45Q: 3 clusters Score -1089871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1089871.250000 Penalty: 2971.795654
	Iteration 46Q: 3 clusters Score -1089871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1089870.125000 Penalty: 2971.795654
	Iteration 47Q: 3 clusters Score -1089870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1089871.500000 Penalty: 2971.795654
	Iteration 48Q: 3 clusters Score -1089872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1089871.500000 Penalty: 2971.795654
	Iteration 49F: 3 clusters Score -1089872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (94778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94778 members 
Entering Unmasked Estep 
Score: -11875908.000000 Penalty: 1862.135010
	Iteration 0F: 2 clusters Score -1.187591e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47363 members 
Mstep: Class 2 contains 47415 members 
Entering Unmasked Estep 
Score: -11813257.000000 Penalty: 3724.270020
	Iteration 0F: 3 clusters Score -1.181326e+07 nChanged 45124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 49381 members 
Entering Unmasked Estep 
Score: -11839667.000000 Penalty: 3724.270020
	Iteration 1F: 3 clusters Score -1.183967e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 50602 members 
Entering Unmasked Estep 
Score: -11840775.000000 Penalty: 3724.270020
	Iteration 2Q: 3 clusters Score -1.184078e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 52395 members 
Entering Unmasked Estep 
Score: -11842674.000000 Penalty: 3724.270020
	Iteration 3Q: 3 clusters Score -1.184267e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 54831 members 
Entering Unmasked Estep 
Score: -11845345.000000 Penalty: 3724.270020
	Iteration 4F: 3 clusters Score -1.184534e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 58016 members 
Entering Unmasked Estep 
Score: -11849271.000000 Penalty: 3724.270020
	Iteration 5F: 3 clusters Score -1.184927e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 61533 members 
Entering Unmasked Estep 
Score: -11854365.000000 Penalty: 3724.270020
	Iteration 6F: 3 clusters Score -1.185436e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 64731 members 
Entering Unmasked Estep 
Score: -11859578.000000 Penalty: 3724.270020
	Iteration 7F: 3 clusters Score -1.185958e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 66943 members 
Entering Unmasked Estep 
Score: -11862760.000000 Penalty: 3724.270020
	Iteration 8F: 3 clusters Score -1.186276e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 68582 members 
Entering Unmasked Estep 
Score: -11864284.000000 Penalty: 3724.270020
	Iteration 9Q: 3 clusters Score -1.186428e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 69976 members 
Entering Unmasked Estep 
Score: -11864977.000000 Penalty: 3724.270020
	Iteration 10Q: 3 clusters Score -1.186498e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 71337 members 
Entering Unmasked Estep 
Score: -11865462.000000 Penalty: 3724.270020
	Iteration 11Q: 3 clusters Score -1.186546e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 72675 members 
Entering Unmasked Estep 
Score: -11865921.000000 Penalty: 3724.270020
	Iteration 12Q: 3 clusters Score -1.186592e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 74012 members 
Entering Unmasked Estep 
Score: -11866294.000000 Penalty: 3724.270020
	Iteration 13Q: 3 clusters Score -1.186629e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 75297 members 
Entering Unmasked Estep 
Score: -11866798.000000 Penalty: 3724.270020
	Iteration 14Q: 3 clusters Score -1.18668e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 76593 members 
Entering Unmasked Estep 
Score: -11867262.000000 Penalty: 3724.270020
	Iteration 15Q: 3 clusters Score -1.186726e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 77874 members 
Entering Unmasked Estep 
Score: -11867720.000000 Penalty: 3724.270020
	Iteration 16Q: 3 clusters Score -1.186772e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 79203 members 
Entering Unmasked Estep 
Score: -11868223.000000 Penalty: 3724.270020
	Iteration 17Q: 3 clusters Score -1.186822e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 80521 members 
Entering Unmasked Estep 
Score: -11868711.000000 Penalty: 3724.270020
	Iteration 18Q: 3 clusters Score -1.186871e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 81789 members 
Entering Unmasked Estep 
Score: -11869234.000000 Penalty: 3724.270020
	Iteration 19Q: 3 clusters Score -1.186923e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 83070 members 
Entering Unmasked Estep 
Score: -11869810.000000 Penalty: 3724.270020
	Iteration 20F: 3 clusters Score -1.186981e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 84309 members 
Entering Unmasked Estep 
Score: -11870283.000000 Penalty: 3724.270020
	Iteration 21Q: 3 clusters Score -1.187028e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 85405 members 
Entering Unmasked Estep 
Score: -11870757.000000 Penalty: 3724.270020
	Iteration 22Q: 3 clusters Score -1.187076e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 86443 members 
Entering Unmasked Estep 
Score: -11871295.000000 Penalty: 3724.270020
	Iteration 23Q: 3 clusters Score -1.18713e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 87383 members 
Entering Unmasked Estep 
Score: -11871781.000000 Penalty: 3724.270020
	Iteration 24Q: 3 clusters Score -1.187178e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 88280 members 
Entering Unmasked Estep 
Score: -11872228.000000 Penalty: 3724.270020
	Iteration 25Q: 3 clusters Score -1.187223e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 89067 members 
Entering Unmasked Estep 
Score: -11872628.000000 Penalty: 3724.270020
	Iteration 26Q: 3 clusters Score -1.187263e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 89754 members 
Entering Unmasked Estep 
Score: -11873067.000000 Penalty: 3724.270020
	Iteration 27Q: 3 clusters Score -1.187307e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 90328 members 
Entering Unmasked Estep 
Score: -11873386.000000 Penalty: 3724.270020
	Iteration 28Q: 3 clusters Score -1.187339e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 90833 members 
Entering Unmasked Estep 
Score: -11873714.000000 Penalty: 3724.270020
	Iteration 29Q: 3 clusters Score -1.187371e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 91266 members 
Entering Unmasked Estep 
Score: -11873919.000000 Penalty: 3724.270020
	Iteration 30Q: 3 clusters Score -1.187392e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 91633 members 
Entering Unmasked Estep 
Score: -11874090.000000 Penalty: 3724.270020
	Iteration 31Q: 3 clusters Score -1.187409e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 91964 members 
Entering Unmasked Estep 
Score: -11874255.000000 Penalty: 3724.270020
	Iteration 32Q: 3 clusters Score -1.187426e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 92229 members 
Entering Unmasked Estep 
Score: -11874364.000000 Penalty: 3724.270020
	Iteration 33Q: 3 clusters Score -1.187436e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 92459 members 
Entering Unmasked Estep 
Score: -11874461.000000 Penalty: 3724.270020
	Iteration 34Q: 3 clusters Score -1.187446e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 92668 members 
Entering Unmasked Estep 
Score: -11874548.000000 Penalty: 3724.270020
	Iteration 35Q: 3 clusters Score -1.187455e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 92834 members 
Entering Unmasked Estep 
Score: -11874582.000000 Penalty: 3724.270020
	Iteration 36Q: 3 clusters Score -1.187458e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 92961 members 
Entering Unmasked Estep 
Score: -11874608.000000 Penalty: 3724.270020
	Iteration 37Q: 3 clusters Score -1.187461e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 93071 members 
Entering Unmasked Estep 
Score: -11874617.000000 Penalty: 3724.270020
	Iteration 38Q: 3 clusters Score -1.187462e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 93161 members 
Entering Unmasked Estep 
Score: -11874674.000000 Penalty: 3724.270020
	Iteration 39Q: 3 clusters Score -1.187467e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 93233 members 
Entering Unmasked Estep 
Score: -11874681.000000 Penalty: 3724.270020
	Iteration 40F: 3 clusters Score -1.187468e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 93296 members 
Entering Unmasked Estep 
Score: -11874693.000000 Penalty: 3724.270020
	Iteration 41Q: 3 clusters Score -1.187469e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 93350 members 
Entering Unmasked Estep 
Score: -11874716.000000 Penalty: 3724.270020
	Iteration 42Q: 3 clusters Score -1.187472e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 93408 members 
Entering Unmasked Estep 
Score: -11874726.000000 Penalty: 3724.270020
	Iteration 43Q: 3 clusters Score -1.187473e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 93458 members 
Entering Unmasked Estep 
Score: -11874728.000000 Penalty: 3724.270020
	Iteration 44Q: 3 clusters Score -1.187473e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 93496 members 
Entering Unmasked Estep 
Score: -11874744.000000 Penalty: 3724.270020
	Iteration 45Q: 3 clusters Score -1.187474e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 93520 members 
Entering Unmasked Estep 
Score: -11874746.000000 Penalty: 3724.270020
	Iteration 46Q: 3 clusters Score -1.187475e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 93543 members 
Entering Unmasked Estep 
Score: -11874753.000000 Penalty: 3724.270020
	Iteration 47Q: 3 clusters Score -1.187475e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 93556 members 
Entering Unmasked Estep 
Score: -11874745.000000 Penalty: 3724.270020
	Iteration 48Q: 3 clusters Score -1.187474e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 93565 members 
Entering Unmasked Estep 
Score: -11874748.000000 Penalty: 3724.270020
	Iteration 49Q: 3 clusters Score -1.187475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 93571 members 
Entering Unmasked Estep 
Score: -11874741.000000 Penalty: 3724.270020
	Iteration 50Q: 3 clusters Score -1.187474e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 93573 members 
Entering Unmasked Estep 
Score: -11874745.000000 Penalty: 3724.270020
	Iteration 51Q: 3 clusters Score -1.187474e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 93577 members 
Entering Unmasked Estep 
Score: -11874747.000000 Penalty: 3724.270020
	Iteration 52Q: 3 clusters Score -1.187475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 93581 members 
Entering Unmasked Estep 
Score: -11874741.000000 Penalty: 3724.270020
	Iteration 53Q: 3 clusters Score -1.187474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 93590 members 
Entering Unmasked Estep 
Score: -11874745.000000 Penalty: 3724.270020
	Iteration 54Q: 3 clusters Score -1.187474e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 93600 members 
Entering Unmasked Estep 
Score: -11874735.000000 Penalty: 3724.270020
	Iteration 55Q: 3 clusters Score -1.187474e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 93608 members 
Entering Unmasked Estep 
Score: -11874740.000000 Penalty: 3724.270020
	Iteration 56Q: 3 clusters Score -1.187474e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 93619 members 
Entering Unmasked Estep 
Score: -11874746.000000 Penalty: 3724.270020
	Iteration 57Q: 3 clusters Score -1.187475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 93625 members 
Entering Unmasked Estep 
Score: -11874751.000000 Penalty: 3724.270020
	Iteration 58Q: 3 clusters Score -1.187475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 93631 members 
Entering Unmasked Estep 
Score: -11874761.000000 Penalty: 3724.270020
	Iteration 59Q: 3 clusters Score -1.187476e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 93642 members 
Entering Unmasked Estep 
Score: -11874753.000000 Penalty: 3724.270020
	Iteration 60F: 3 clusters Score -1.187475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 93649 members 
Entering Unmasked Estep 
Score: -11874753.000000 Penalty: 3724.270020
	Iteration 61Q: 3 clusters Score -1.187475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 93657 members 
Entering Unmasked Estep 
Score: -11874758.000000 Penalty: 3724.270020
	Iteration 62Q: 3 clusters Score -1.187476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 93665 members 
Entering Unmasked Estep 
Score: -11874746.000000 Penalty: 3724.270020
	Iteration 63Q: 3 clusters Score -1.187475e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 93672 members 
Entering Unmasked Estep 
Score: -11874747.000000 Penalty: 3724.270020
	Iteration 64Q: 3 clusters Score -1.187475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 93676 members 
Entering Unmasked Estep 
Score: -11874751.000000 Penalty: 3724.270020
	Iteration 65Q: 3 clusters Score -1.187475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 93678 members 
Entering Unmasked Estep 
Score: -11874755.000000 Penalty: 3724.270020
	Iteration 66Q: 3 clusters Score -1.187476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 93679 members 
Entering Unmasked Estep 
Score: -11874750.000000 Penalty: 3724.270020
	Iteration 67Q: 3 clusters Score -1.187475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 93681 members 
Entering Unmasked Estep 
Score: -11874748.000000 Penalty: 3724.270020
	Iteration 68Q: 3 clusters Score -1.187475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 93684 members 
Entering Unmasked Estep 
Score: -11874747.000000 Penalty: 3724.270020
	Iteration 69Q: 3 clusters Score -1.187475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 93687 members 
Entering Unmasked Estep 
Score: -11874747.000000 Penalty: 3724.270020
	Iteration 70Q: 3 clusters Score -1.187475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 93689 members 
Entering Unmasked Estep 
Score: -11874749.000000 Penalty: 3724.270020
	Iteration 71Q: 3 clusters Score -1.187475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 93691 members 
Entering Unmasked Estep 
Score: -11874744.000000 Penalty: 3724.270020
	Iteration 72Q: 3 clusters Score -1.187474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 93692 members 
Entering Unmasked Estep 
Score: -11874745.000000 Penalty: 3724.270020
	Iteration 73Q: 3 clusters Score -1.187474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 93696 members 
Entering Unmasked Estep 
Score: -11874753.000000 Penalty: 3724.270020
	Iteration 74Q: 3 clusters Score -1.187475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 93698 members 
Entering Unmasked Estep 
Score: -11874755.000000 Penalty: 3724.270020
	Iteration 75Q: 3 clusters Score -1.187476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 93701 members 
Entering Unmasked Estep 
Score: -11874753.000000 Penalty: 3724.270020
	Iteration 76Q: 3 clusters Score -1.187475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 93702 members 
Entering Unmasked Estep 
Score: -11874766.000000 Penalty: 3724.270020
	Iteration 77Q: 3 clusters Score -1.187477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 93703 members 
Entering Unmasked Estep 
Score: -11874763.000000 Penalty: 3724.270020
	Iteration 78Q: 3 clusters Score -1.187476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 93704 members 
Entering Unmasked Estep 
Score: -11874750.000000 Penalty: 3724.270020
	Iteration 79Q: 3 clusters Score -1.187475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 93706 members 
Entering Unmasked Estep 
Score: -11874754.000000 Penalty: 3724.270020
	Iteration 80F: 3 clusters Score -1.187475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 93707 members 
Entering Unmasked Estep 
Score: -11874755.000000 Penalty: 3724.270020
	Iteration 81Q: 3 clusters Score -1.187476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 93710 members 
Entering Unmasked Estep 
Score: -11874762.000000 Penalty: 3724.270020
	Iteration 82Q: 3 clusters Score -1.187476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 93715 members 
Entering Unmasked Estep 
Score: -11874749.000000 Penalty: 3724.270020
	Iteration 83Q: 3 clusters Score -1.187475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 93719 members 
Entering Unmasked Estep 
Score: -11874755.000000 Penalty: 3724.270020
	Iteration 84Q: 3 clusters Score -1.187476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 93724 members 
Entering Unmasked Estep 
Score: -11874765.000000 Penalty: 3724.270020
	Iteration 85Q: 3 clusters Score -1.187476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 93726 members 
Entering Unmasked Estep 
Score: -11874768.000000 Penalty: 3724.270020
	Iteration 86Q: 3 clusters Score -1.187477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 93731 members 
Entering Unmasked Estep 
Score: -11874762.000000 Penalty: 3724.270020
	Iteration 87Q: 3 clusters Score -1.187476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 93735 members 
Entering Unmasked Estep 
Score: -11874765.000000 Penalty: 3724.270020
	Iteration 88Q: 3 clusters Score -1.187476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 93740 members 
Entering Unmasked Estep 
Score: -11874765.000000 Penalty: 3724.270020
	Iteration 89Q: 3 clusters Score -1.187476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 93741 members 
Entering Unmasked Estep 
Score: -11874774.000000 Penalty: 3724.270020
	Iteration 90Q: 3 clusters Score -1.187477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 93741 members 
Entering Unmasked Estep 
Score: -11874772.000000 Penalty: 3724.270020
	Iteration 91Q: 3 clusters Score -1.187477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 93742 members 
Entering Unmasked Estep 
Score: -11874777.000000 Penalty: 3724.270020
	Iteration 92Q: 3 clusters Score -1.187478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 93743 members 
Entering Unmasked Estep 
Score: -11874771.000000 Penalty: 3724.270020
	Iteration 93Q: 3 clusters Score -1.187477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 93742 members 
Entering Unmasked Estep 
Score: -11874773.000000 Penalty: 3724.270020
	Iteration 94Q: 3 clusters Score -1.187477e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 93742 members 
Entering Unmasked Estep 
Score: -11874773.000000 Penalty: 3724.270020
	Iteration 95F: 3 clusters Score -1.187477e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -83841.390625 Penalty: 1067.312622
	Iteration 0F: 2 clusters Score -83841.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -82596.390625 Penalty: 2134.625244
	Iteration 0F: 3 clusters Score -82596.39 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -82778.539062 Penalty: 2134.625244
	Iteration 1F: 3 clusters Score -82778.54 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -82840.476562 Penalty: 2134.625244
	Iteration 2F: 3 clusters Score -82840.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -82864.351562 Penalty: 2134.625244
	Iteration 3Q: 3 clusters Score -82864.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -82873.226562 Penalty: 2134.625244
	Iteration 4Q: 3 clusters Score -82873.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -82884.437500 Penalty: 2134.625244
	Iteration 5Q: 3 clusters Score -82884.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -82892.414062 Penalty: 2134.625244
	Iteration 6Q: 3 clusters Score -82892.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -82893.625000 Penalty: 2134.625244
	Iteration 7Q: 3 clusters Score -82893.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -82893.625000 Penalty: 2134.625244
	Iteration 8F: 3 clusters Score -82893.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Entering Unmasked Estep 
Score: -847495.687500 Penalty: 1432.907104
	Iteration 0F: 2 clusters Score -847495.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -842437.812500 Penalty: 2865.814209
	Iteration 0F: 3 clusters Score -842437.8 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -843865.062500 Penalty: 2865.814209
	Iteration 1F: 3 clusters Score -843865.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -844046.750000 Penalty: 2865.814209
	Iteration 2F: 3 clusters Score -844046.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -844224.812500 Penalty: 2865.814209
	Iteration 3F: 3 clusters Score -844224.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -844391.437500 Penalty: 2865.814209
	Iteration 4Q: 3 clusters Score -844391.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -844539.625000 Penalty: 2865.814209
	Iteration 5Q: 3 clusters Score -844539.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -844693.375000 Penalty: 2865.814209
	Iteration 6Q: 3 clusters Score -844693.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -844849.187500 Penalty: 2865.814209
	Iteration 7Q: 3 clusters Score -844849.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -845017.625000 Penalty: 2865.814209
	Iteration 8Q: 3 clusters Score -845017.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -845200.375000 Penalty: 2865.814209
	Iteration 9Q: 3 clusters Score -845200.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -845395.437500 Penalty: 2865.814209
	Iteration 10Q: 3 clusters Score -845395.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -845612.375000 Penalty: 2865.814209
	Iteration 11Q: 3 clusters Score -845612.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -845795.812500 Penalty: 2865.814209
	Iteration 12Q: 3 clusters Score -845795.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -845955.000000 Penalty: 2865.814209
	Iteration 13Q: 3 clusters Score -845955 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -846080.875000 Penalty: 2865.814209
	Iteration 14Q: 3 clusters Score -846080.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -846178.500000 Penalty: 2865.814209
	Iteration 15Q: 3 clusters Score -846178.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -846244.000000 Penalty: 2865.814209
	Iteration 16Q: 3 clusters Score -846244 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -846283.250000 Penalty: 2865.814209
	Iteration 17Q: 3 clusters Score -846283.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -846312.250000 Penalty: 2865.814209
	Iteration 18Q: 3 clusters Score -846312.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -846340.187500 Penalty: 2865.814209
	Iteration 19Q: 3 clusters Score -846340.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -846360.812500 Penalty: 2865.814209
	Iteration 20F: 3 clusters Score -846360.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -846376.000000 Penalty: 2865.814209
	Iteration 21Q: 3 clusters Score -846376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -846390.375000 Penalty: 2865.814209
	Iteration 22Q: 3 clusters Score -846390.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -846403.812500 Penalty: 2865.814209
	Iteration 23Q: 3 clusters Score -846403.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -846411.937500 Penalty: 2865.814209
	Iteration 24Q: 3 clusters Score -846411.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -846413.187500 Penalty: 2865.814209
	Iteration 25Q: 3 clusters Score -846413.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -846414.562500 Penalty: 2865.814209
	Iteration 26Q: 3 clusters Score -846414.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -846416.437500 Penalty: 2865.814209
	Iteration 27Q: 3 clusters Score -846416.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -846416.750000 Penalty: 2865.814209
	Iteration 28Q: 3 clusters Score -846416.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -846418.250000 Penalty: 2865.814209
	Iteration 29Q: 3 clusters Score -846418.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -846422.375000 Penalty: 2865.814209
	Iteration 30Q: 3 clusters Score -846422.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -846424.812500 Penalty: 2865.814209
	Iteration 31Q: 3 clusters Score -846424.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -846424.812500 Penalty: 2865.814209
	Iteration 32F: 3 clusters Score -846424.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Entering Unmasked Estep 
Score: -479593.656250 Penalty: 1350.082275
	Iteration 0F: 2 clusters Score -479593.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -476227.156250 Penalty: 2700.164551
	Iteration 0F: 3 clusters Score -476227.2 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -477183.906250 Penalty: 2700.164551
	Iteration 1F: 3 clusters Score -477183.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -477537.531250 Penalty: 2700.164551
	Iteration 2F: 3 clusters Score -477537.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -477866.125000 Penalty: 2700.164551
	Iteration 3F: 3 clusters Score -477866.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -478214.093750 Penalty: 2700.164551
	Iteration 4F: 3 clusters Score -478214.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -478537.875000 Penalty: 2700.164551
	Iteration 5F: 3 clusters Score -478537.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -478818.718750 Penalty: 2700.164551
	Iteration 6F: 3 clusters Score -478818.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -479029.000000 Penalty: 2700.164551
	Iteration 7F: 3 clusters Score -479029 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -479141.812500 Penalty: 2700.164551
	Iteration 8Q: 3 clusters Score -479141.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -479209.812500 Penalty: 2700.164551
	Iteration 9Q: 3 clusters Score -479209.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -479250.562500 Penalty: 2700.164551
	Iteration 10Q: 3 clusters Score -479250.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -479278.812500 Penalty: 2700.164551
	Iteration 11Q: 3 clusters Score -479278.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -479301.531250 Penalty: 2700.164551
	Iteration 12Q: 3 clusters Score -479301.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -479316.687500 Penalty: 2700.164551
	Iteration 13Q: 3 clusters Score -479316.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -479324.187500 Penalty: 2700.164551
	Iteration 14Q: 3 clusters Score -479324.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -479333.375000 Penalty: 2700.164551
	Iteration 15Q: 3 clusters Score -479333.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -479338.343750 Penalty: 2700.164551
	Iteration 16Q: 3 clusters Score -479338.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -479340.781250 Penalty: 2700.164551
	Iteration 17Q: 3 clusters Score -479340.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -479343.125000 Penalty: 2700.164551
	Iteration 18Q: 3 clusters Score -479343.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -479345.375000 Penalty: 2700.164551
	Iteration 19Q: 3 clusters Score -479345.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -479346.000000 Penalty: 2700.164551
	Iteration 20F: 3 clusters Score -479346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -479347.281250 Penalty: 2700.164551
	Iteration 21Q: 3 clusters Score -479347.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -479347.281250 Penalty: 2700.164551
	Iteration 22F: 3 clusters Score -479347.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Entering Unmasked Estep 
Score: -378099.468750 Penalty: 1309.169434
	Iteration 0F: 2 clusters Score -378099.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -375257.625000 Penalty: 2618.338867
	Iteration 0F: 3 clusters Score -375257.6 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -375956.843750 Penalty: 2618.338867
	Iteration 1F: 3 clusters Score -375956.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -376116.343750 Penalty: 2618.338867
	Iteration 2F: 3 clusters Score -376116.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -376214.312500 Penalty: 2618.338867
	Iteration 3F: 3 clusters Score -376214.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -376265.312500 Penalty: 2618.338867
	Iteration 4Q: 3 clusters Score -376265.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -376300.250000 Penalty: 2618.338867
	Iteration 5Q: 3 clusters Score -376300.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -376331.468750 Penalty: 2618.338867
	Iteration 6Q: 3 clusters Score -376331.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -376350.562500 Penalty: 2618.338867
	Iteration 7Q: 3 clusters Score -376350.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -376365.593750 Penalty: 2618.338867
	Iteration 8Q: 3 clusters Score -376365.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -376384.218750 Penalty: 2618.338867
	Iteration 9Q: 3 clusters Score -376384.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -376404.093750 Penalty: 2618.338867
	Iteration 10Q: 3 clusters Score -376404.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -376426.687500 Penalty: 2618.338867
	Iteration 11Q: 3 clusters Score -376426.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -376442.687500 Penalty: 2618.338867
	Iteration 12Q: 3 clusters Score -376442.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -376453.125000 Penalty: 2618.338867
	Iteration 13Q: 3 clusters Score -376453.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -376460.281250 Penalty: 2618.338867
	Iteration 14Q: 3 clusters Score -376460.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -376470.156250 Penalty: 2618.338867
	Iteration 15Q: 3 clusters Score -376470.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -376480.937500 Penalty: 2618.338867
	Iteration 16Q: 3 clusters Score -376480.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -376497.187500 Penalty: 2618.338867
	Iteration 17Q: 3 clusters Score -376497.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -376510.500000 Penalty: 2618.338867
	Iteration 18Q: 3 clusters Score -376510.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -376526.000000 Penalty: 2618.338867
	Iteration 19Q: 3 clusters Score -376526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -376539.468750 Penalty: 2618.338867
	Iteration 20F: 3 clusters Score -376539.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -376555.843750 Penalty: 2618.338867
	Iteration 21Q: 3 clusters Score -376555.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -376566.250000 Penalty: 2618.338867
	Iteration 22Q: 3 clusters Score -376566.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -376582.375000 Penalty: 2618.338867
	Iteration 23Q: 3 clusters Score -376582.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -376594.531250 Penalty: 2618.338867
	Iteration 24Q: 3 clusters Score -376594.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -376610.375000 Penalty: 2618.338867
	Iteration 25Q: 3 clusters Score -376610.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -376626.812500 Penalty: 2618.338867
	Iteration 26Q: 3 clusters Score -376626.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -376646.156250 Penalty: 2618.338867
	Iteration 27Q: 3 clusters Score -376646.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -376670.343750 Penalty: 2618.338867
	Iteration 28Q: 3 clusters Score -376670.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -376687.812500 Penalty: 2618.338867
	Iteration 29Q: 3 clusters Score -376687.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -376715.375000 Penalty: 2618.338867
	Iteration 30Q: 3 clusters Score -376715.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -376738.937500 Penalty: 2618.338867
	Iteration 31Q: 3 clusters Score -376738.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -376753.062500 Penalty: 2618.338867
	Iteration 32Q: 3 clusters Score -376753.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -376763.406250 Penalty: 2618.338867
	Iteration 33Q: 3 clusters Score -376763.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -376772.375000 Penalty: 2618.338867
	Iteration 34Q: 3 clusters Score -376772.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -376777.937500 Penalty: 2618.338867
	Iteration 35Q: 3 clusters Score -376777.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -376781.843750 Penalty: 2618.338867
	Iteration 36Q: 3 clusters Score -376781.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -376786.875000 Penalty: 2618.338867
	Iteration 37Q: 3 clusters Score -376786.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -376794.812500 Penalty: 2618.338867
	Iteration 38Q: 3 clusters Score -376794.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -376804.218750 Penalty: 2618.338867
	Iteration 39Q: 3 clusters Score -376804.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -376813.343750 Penalty: 2618.338867
	Iteration 40F: 3 clusters Score -376813.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -376823.906250 Penalty: 2618.338867
	Iteration 41Q: 3 clusters Score -376823.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -376838.062500 Penalty: 2618.338867
	Iteration 42Q: 3 clusters Score -376838.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -376853.406250 Penalty: 2618.338867
	Iteration 43Q: 3 clusters Score -376853.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -376863.562500 Penalty: 2618.338867
	Iteration 44Q: 3 clusters Score -376863.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -376870.812500 Penalty: 2618.338867
	Iteration 45Q: 3 clusters Score -376870.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -376874.906250 Penalty: 2618.338867
	Iteration 46Q: 3 clusters Score -376874.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -376877.875000 Penalty: 2618.338867
	Iteration 47Q: 3 clusters Score -376877.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -376879.562500 Penalty: 2618.338867
	Iteration 48Q: 3 clusters Score -376879.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -376880.625000 Penalty: 2618.338867
	Iteration 49Q: 3 clusters Score -376880.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -376881.906250 Penalty: 2618.338867
	Iteration 50Q: 3 clusters Score -376881.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -376882.562500 Penalty: 2618.338867
	Iteration 51Q: 3 clusters Score -376882.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -376884.562500 Penalty: 2618.338867
	Iteration 52Q: 3 clusters Score -376884.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -376887.750000 Penalty: 2618.338867
	Iteration 53Q: 3 clusters Score -376887.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -376889.718750 Penalty: 2618.338867
	Iteration 54Q: 3 clusters Score -376889.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -376891.843750 Penalty: 2618.338867
	Iteration 55Q: 3 clusters Score -376891.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -376892.562500 Penalty: 2618.338867
	Iteration 56Q: 3 clusters Score -376892.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -376893.906250 Penalty: 2618.338867
	Iteration 57Q: 3 clusters Score -376893.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -376894.562500 Penalty: 2618.338867
	Iteration 58Q: 3 clusters Score -376894.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -376895.218750 Penalty: 2618.338867
	Iteration 59Q: 3 clusters Score -376895.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -376896.406250 Penalty: 2618.338867
	Iteration 60F: 3 clusters Score -376896.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -376897.531250 Penalty: 2618.338867
	Iteration 61Q: 3 clusters Score -376897.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -376898.500000 Penalty: 2618.338867
	Iteration 62Q: 3 clusters Score -376898.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -376898.500000 Penalty: 2618.338867
	Iteration 63F: 3 clusters Score -376898.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Entering Unmasked Estep 
Score: -227106.234375 Penalty: 1226.640381
	Iteration 0F: 2 clusters Score -227106.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -225060.687500 Penalty: 2453.280762
	Iteration 0F: 3 clusters Score -225060.7 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -225592.359375 Penalty: 2453.280762
	Iteration 1F: 3 clusters Score -225592.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -225809.000000 Penalty: 2453.280762
	Iteration 2F: 3 clusters Score -225809 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -225936.812500 Penalty: 2453.280762
	Iteration 3F: 3 clusters Score -225936.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -226052.140625 Penalty: 2453.280762
	Iteration 4F: 3 clusters Score -226052.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -226142.375000 Penalty: 2453.280762
	Iteration 5Q: 3 clusters Score -226142.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -226203.468750 Penalty: 2453.280762
	Iteration 6Q: 3 clusters Score -226203.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -226270.406250 Penalty: 2453.280762
	Iteration 7Q: 3 clusters Score -226270.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -226331.296875 Penalty: 2453.280762
	Iteration 8Q: 3 clusters Score -226331.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -226387.343750 Penalty: 2453.280762
	Iteration 9Q: 3 clusters Score -226387.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -226440.359375 Penalty: 2453.280762
	Iteration 10Q: 3 clusters Score -226440.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -226499.875000 Penalty: 2453.280762
	Iteration 11Q: 3 clusters Score -226499.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -226564.828125 Penalty: 2453.280762
	Iteration 12Q: 3 clusters Score -226564.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -226648.687500 Penalty: 2453.280762
	Iteration 13Q: 3 clusters Score -226648.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -226698.265625 Penalty: 2453.280762
	Iteration 14Q: 3 clusters Score -226698.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -226732.703125 Penalty: 2453.280762
	Iteration 15Q: 3 clusters Score -226732.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -226752.640625 Penalty: 2453.280762
	Iteration 16Q: 3 clusters Score -226752.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -226773.203125 Penalty: 2453.280762
	Iteration 17Q: 3 clusters Score -226773.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -226782.812500 Penalty: 2453.280762
	Iteration 18Q: 3 clusters Score -226782.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -226791.781250 Penalty: 2453.280762
	Iteration 19Q: 3 clusters Score -226791.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -226800.500000 Penalty: 2453.280762
	Iteration 20F: 3 clusters Score -226800.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -226810.859375 Penalty: 2453.280762
	Iteration 21Q: 3 clusters Score -226810.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -226833.062500 Penalty: 2453.280762
	Iteration 22Q: 3 clusters Score -226833.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -226859.531250 Penalty: 2453.280762
	Iteration 23Q: 3 clusters Score -226859.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -226891.437500 Penalty: 2453.280762
	Iteration 24Q: 3 clusters Score -226891.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -226907.093750 Penalty: 2453.280762
	Iteration 25Q: 3 clusters Score -226907.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -226918.156250 Penalty: 2453.280762
	Iteration 26Q: 3 clusters Score -226918.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -226922.281250 Penalty: 2453.280762
	Iteration 27Q: 3 clusters Score -226922.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -226926.156250 Penalty: 2453.280762
	Iteration 28Q: 3 clusters Score -226926.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -226927.109375 Penalty: 2453.280762
	Iteration 29Q: 3 clusters Score -226927.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -226928.421875 Penalty: 2453.280762
	Iteration 30Q: 3 clusters Score -226928.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -226928.421875 Penalty: 2453.280762
	Iteration 31F: 3 clusters Score -226928.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -82760.429688 Penalty: 1091.839600
	Iteration 0F: 2 clusters Score -82760.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -81488.375000 Penalty: 2183.679199
	Iteration 0F: 3 clusters Score -81488.38 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -81926.000000 Penalty: 2183.679199
	Iteration 1F: 3 clusters Score -81926 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -82214.671875 Penalty: 2183.679199
	Iteration 2F: 3 clusters Score -82214.67 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -82409.234375 Penalty: 2183.679199
	Iteration 3F: 3 clusters Score -82409.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -82476.500000 Penalty: 2183.679199
	Iteration 4Q: 3 clusters Score -82476.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -82505.765625 Penalty: 2183.679199
	Iteration 5Q: 3 clusters Score -82505.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -82526.796875 Penalty: 2183.679199
	Iteration 6Q: 3 clusters Score -82526.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -82533.609375 Penalty: 2183.679199
	Iteration 7Q: 3 clusters Score -82533.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -82543.257812 Penalty: 2183.679199
	Iteration 8Q: 3 clusters Score -82543.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -82551.648438 Penalty: 2183.679199
	Iteration 9Q: 3 clusters Score -82551.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -82551.820312 Penalty: 2183.679199
	Iteration 10Q: 3 clusters Score -82551.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -82551.820312 Penalty: 2183.679199
	Iteration 11F: 3 clusters Score -82551.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -11917.901367 Penalty: 907.318115
	Iteration 0F: 2 clusters Score -11917.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11282.929688 Penalty: 1814.636230
	Iteration 0F: 3 clusters Score -11282.93 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11644.178711 Penalty: 1814.636230
	Iteration 1F: 3 clusters Score -11644.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11777.847656 Penalty: 1814.636230
	Iteration 2F: 3 clusters Score -11777.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11825.104492 Penalty: 1814.636230
	Iteration 3Q: 3 clusters Score -11825.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11901.679688 Penalty: 1814.636230
	Iteration 4Q: 3 clusters Score -11901.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11909.028320 Penalty: 1814.636230
	Iteration 5Q: 3 clusters Score -11909.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11914.108398 Penalty: 1814.636230
	Iteration 6Q: 3 clusters Score -11914.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11920.457031 Penalty: 1814.636230
	Iteration 7Q: 3 clusters Score -11920.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11929.228516 Penalty: 1814.636230
	Iteration 8Q: 3 clusters Score -11929.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11931.009766 Penalty: 1814.636230
	Iteration 9Q: 3 clusters Score -11931.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11931.009766 Penalty: 1814.636230
	Iteration 10F: 3 clusters Score -11931.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 104132 members 
Mstep: Class 3 contains 6670 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 46469 members 
Mstep: Class 7 contains 282 members 
Mstep: Class 8 contains 6982 members 
Mstep: Class 9 contains 78937 members 
Mstep: Class 10 contains 79746 members 
Mstep: Class 11 contains 98659 members 
Mstep: Class 12 contains 52847 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 104813 members 
Mstep: Class 15 contains 3108 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 6129 members 
Mstep: Class 19 contains 3580 members 
Mstep: Class 20 contains 26454 members 
Mstep: Class 21 contains 386 members 
Mstep: Class 22 contains 1657 members 
Mstep: Class 23 contains 312 members 
Mstep: Class 24 contains 9358 members 
Mstep: Class 25 contains 94778 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6754 members 
Mstep: Class 28 contains 4057 members 
Mstep: Class 29 contains 3154 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 828 members 
Mstep: Class 32 contains 174 members 
Mstep: Class 33 contains 13551 members 
Mstep: Class 34 contains 9889 members 
Mstep: Class 35 contains 9861 members 
Mstep: Class 36 contains 431 members 
Mstep: Class 37 contains 111057 members 
Mstep: Class 38 contains 495 members 
Mstep: Class 39 contains 1220 members 
Mstep: Class 40 contains 8255 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 92 members 
Entering Unmasked Estep 
Score: -111773608.000000 Penalty: 93710.203125
Splitting cluster 32 changes total score from -111774512.000000 to -111773608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (13551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Entering Unmasked Estep 
Score: -1693336.750000 Penalty: 1546.060059
	Iteration 0F: 2 clusters Score -1693337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1683921.875000 Penalty: 3092.120117
	Iteration 0F: 3 clusters Score -1683922 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1687060.375000 Penalty: 3092.120117
	Iteration 1F: 3 clusters Score -1687060 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1687339.875000 Penalty: 3092.120117
	Iteration 2F: 3 clusters Score -1687340 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1687644.000000 Penalty: 3092.120117
	Iteration 3Q: 3 clusters Score -1687644 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1688019.750000 Penalty: 3092.120117
	Iteration 4F: 3 clusters Score -1688020 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1688449.000000 Penalty: 3092.120117
	Iteration 5F: 3 clusters Score -1688449 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1688923.375000 Penalty: 3092.120117
	Iteration 6F: 3 clusters Score -1688923 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1689528.125000 Penalty: 3092.120117
	Iteration 7F: 3 clusters Score -1689528 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1690205.625000 Penalty: 3092.120117
	Iteration 8F: 3 clusters Score -1690206 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1690785.875000 Penalty: 3092.120117
	Iteration 9F: 3 clusters Score -1690786 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1691190.375000 Penalty: 3092.120117
	Iteration 10Q: 3 clusters Score -1691190 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1691402.500000 Penalty: 3092.120117
	Iteration 11Q: 3 clusters Score -1691402 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1691545.250000 Penalty: 3092.120117
	Iteration 12Q: 3 clusters Score -1691545 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1691669.500000 Penalty: 3092.120117
	Iteration 13Q: 3 clusters Score -1691670 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1691780.625000 Penalty: 3092.120117
	Iteration 14Q: 3 clusters Score -1691781 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1691860.375000 Penalty: 3092.120117
	Iteration 15Q: 3 clusters Score -1691860 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1691919.625000 Penalty: 3092.120117
	Iteration 16Q: 3 clusters Score -1691920 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1691963.250000 Penalty: 3092.120117
	Iteration 17Q: 3 clusters Score -1691963 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1691996.875000 Penalty: 3092.120117
	Iteration 18Q: 3 clusters Score -1691997 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1692023.750000 Penalty: 3092.120117
	Iteration 19Q: 3 clusters Score -1692024 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1692041.625000 Penalty: 3092.120117
	Iteration 20F: 3 clusters Score -1692042 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1692060.125000 Penalty: 3092.120117
	Iteration 21Q: 3 clusters Score -1692060 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1692064.750000 Penalty: 3092.120117
	Iteration 22Q: 3 clusters Score -1692065 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1692072.250000 Penalty: 3092.120117
	Iteration 23Q: 3 clusters Score -1692072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1692071.250000 Penalty: 3092.120117
	Iteration 24Q: 3 clusters Score -1692071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1692077.375000 Penalty: 3092.120117
	Iteration 25Q: 3 clusters Score -1692077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1692075.000000 Penalty: 3092.120117
	Iteration 26Q: 3 clusters Score -1692075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1692075.000000 Penalty: 3092.120117
	Iteration 27Q: 3 clusters Score -1692075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1692079.500000 Penalty: 3092.120117
	Iteration 28Q: 3 clusters Score -1692080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1692078.250000 Penalty: 3092.120117
	Iteration 29Q: 3 clusters Score -1692078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1692078.375000 Penalty: 3092.120117
	Iteration 30Q: 3 clusters Score -1692078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1692083.375000 Penalty: 3092.120117
	Iteration 31Q: 3 clusters Score -1692083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1692081.125000 Penalty: 3092.120117
	Iteration 32Q: 3 clusters Score -1692081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1692082.625000 Penalty: 3092.120117
	Iteration 33Q: 3 clusters Score -1692083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1692083.000000 Penalty: 3092.120117
	Iteration 34Q: 3 clusters Score -1692083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1692084.500000 Penalty: 3092.120117
	Iteration 35Q: 3 clusters Score -1692084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1692082.625000 Penalty: 3092.120117
	Iteration 36Q: 3 clusters Score -1692083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1692081.250000 Penalty: 3092.120117
	Iteration 37Q: 3 clusters Score -1692081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1692081.250000 Penalty: 3092.120117
	Iteration 38Q: 3 clusters Score -1692081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1692082.125000 Penalty: 3092.120117
	Iteration 39Q: 3 clusters Score -1692082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1692085.375000 Penalty: 3092.120117
	Iteration 40F: 3 clusters Score -1692085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1692084.375000 Penalty: 3092.120117
	Iteration 41Q: 3 clusters Score -1692084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1692082.750000 Penalty: 3092.120117
	Iteration 42Q: 3 clusters Score -1692083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1692086.125000 Penalty: 3092.120117
	Iteration 43Q: 3 clusters Score -1692086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1692085.625000 Penalty: 3092.120117
	Iteration 44Q: 3 clusters Score -1692086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1692084.000000 Penalty: 3092.120117
	Iteration 45Q: 3 clusters Score -1692084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1692086.875000 Penalty: 3092.120117
	Iteration 46Q: 3 clusters Score -1692087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1692086.875000 Penalty: 3092.120117
	Iteration 47F: 3 clusters Score -1692087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Entering Unmasked Estep 
Score: -1245424.750000 Penalty: 1494.866577
	Iteration 0F: 2 clusters Score -1245425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1238377.875000 Penalty: 2989.733154
	Iteration 0F: 3 clusters Score -1238378 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1240578.875000 Penalty: 2989.733154
	Iteration 1F: 3 clusters Score -1240579 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1240834.875000 Penalty: 2989.733154
	Iteration 2F: 3 clusters Score -1240835 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1241072.875000 Penalty: 2989.733154
	Iteration 3F: 3 clusters Score -1241073 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1241301.875000 Penalty: 2989.733154
	Iteration 4Q: 3 clusters Score -1241302 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1241514.625000 Penalty: 2989.733154
	Iteration 5Q: 3 clusters Score -1241515 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1241749.250000 Penalty: 2989.733154
	Iteration 6Q: 3 clusters Score -1241749 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1242000.875000 Penalty: 2989.733154
	Iteration 7Q: 3 clusters Score -1242001 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1242274.625000 Penalty: 2989.733154
	Iteration 8Q: 3 clusters Score -1242275 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1242572.875000 Penalty: 2989.733154
	Iteration 9Q: 3 clusters Score -1242573 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1242858.625000 Penalty: 2989.733154
	Iteration 10Q: 3 clusters Score -1242859 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1243141.250000 Penalty: 2989.733154
	Iteration 11Q: 3 clusters Score -1243141 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1243391.125000 Penalty: 2989.733154
	Iteration 12Q: 3 clusters Score -1243391 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1243596.750000 Penalty: 2989.733154
	Iteration 13Q: 3 clusters Score -1243597 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1243738.375000 Penalty: 2989.733154
	Iteration 14Q: 3 clusters Score -1243738 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1243854.125000 Penalty: 2989.733154
	Iteration 15Q: 3 clusters Score -1243854 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1243935.125000 Penalty: 2989.733154
	Iteration 16Q: 3 clusters Score -1243935 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1243990.000000 Penalty: 2989.733154
	Iteration 17Q: 3 clusters Score -1243990 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1244036.625000 Penalty: 2989.733154
	Iteration 18Q: 3 clusters Score -1244037 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1244062.500000 Penalty: 2989.733154
	Iteration 19Q: 3 clusters Score -1244062 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1244094.375000 Penalty: 2989.733154
	Iteration 20F: 3 clusters Score -1244094 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1244126.875000 Penalty: 2989.733154
	Iteration 21Q: 3 clusters Score -1244127 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1244163.625000 Penalty: 2989.733154
	Iteration 22Q: 3 clusters Score -1244164 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1244197.500000 Penalty: 2989.733154
	Iteration 23Q: 3 clusters Score -1244198 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1244217.500000 Penalty: 2989.733154
	Iteration 24Q: 3 clusters Score -1244218 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1244241.250000 Penalty: 2989.733154
	Iteration 25Q: 3 clusters Score -1244241 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1244263.375000 Penalty: 2989.733154
	Iteration 26Q: 3 clusters Score -1244263 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1244277.000000 Penalty: 2989.733154
	Iteration 27Q: 3 clusters Score -1244277 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1244292.875000 Penalty: 2989.733154
	Iteration 28Q: 3 clusters Score -1244293 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1244305.625000 Penalty: 2989.733154
	Iteration 29Q: 3 clusters Score -1244306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1244311.125000 Penalty: 2989.733154
	Iteration 30Q: 3 clusters Score -1244311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1244315.500000 Penalty: 2989.733154
	Iteration 31Q: 3 clusters Score -1244316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1244322.000000 Penalty: 2989.733154
	Iteration 32Q: 3 clusters Score -1244322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1244325.375000 Penalty: 2989.733154
	Iteration 33Q: 3 clusters Score -1244325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1244325.000000 Penalty: 2989.733154
	Iteration 34Q: 3 clusters Score -1244325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1244327.625000 Penalty: 2989.733154
	Iteration 35Q: 3 clusters Score -1244328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1244327.750000 Penalty: 2989.733154
	Iteration 36Q: 3 clusters Score -1244328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1244329.250000 Penalty: 2989.733154
	Iteration 37Q: 3 clusters Score -1244329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1244331.750000 Penalty: 2989.733154
	Iteration 38Q: 3 clusters Score -1244332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1244336.875000 Penalty: 2989.733154
	Iteration 39Q: 3 clusters Score -1244337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1244340.875000 Penalty: 2989.733154
	Iteration 40F: 3 clusters Score -1244341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1244344.500000 Penalty: 2989.733154
	Iteration 41Q: 3 clusters Score -1244344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1244351.250000 Penalty: 2989.733154
	Iteration 42Q: 3 clusters Score -1244351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1244354.250000 Penalty: 2989.733154
	Iteration 43Q: 3 clusters Score -1244354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1244359.375000 Penalty: 2989.733154
	Iteration 44Q: 3 clusters Score -1244359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1244365.125000 Penalty: 2989.733154
	Iteration 45Q: 3 clusters Score -1244365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1244371.500000 Penalty: 2989.733154
	Iteration 46Q: 3 clusters Score -1244372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1244376.875000 Penalty: 2989.733154
	Iteration 47Q: 3 clusters Score -1244377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1244379.500000 Penalty: 2989.733154
	Iteration 48Q: 3 clusters Score -1244380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1244384.000000 Penalty: 2989.733154
	Iteration 49Q: 3 clusters Score -1244384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1244386.500000 Penalty: 2989.733154
	Iteration 50Q: 3 clusters Score -1244386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1244384.875000 Penalty: 2989.733154
	Iteration 51Q: 3 clusters Score -1244385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1244385.500000 Penalty: 2989.733154
	Iteration 52Q: 3 clusters Score -1244386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1244382.500000 Penalty: 2989.733154
	Iteration 53Q: 3 clusters Score -1244382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1244386.250000 Penalty: 2989.733154
	Iteration 54Q: 3 clusters Score -1244386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1244387.500000 Penalty: 2989.733154
	Iteration 55Q: 3 clusters Score -1244388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1244387.500000 Penalty: 2989.733154
	Iteration 56F: 3 clusters Score -1244388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Entering Unmasked Estep 
Score: -1221386.750000 Penalty: 1494.405640
	Iteration 0F: 2 clusters Score -1221387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1214290.250000 Penalty: 2988.811279
	Iteration 0F: 3 clusters Score -1214290 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1216652.875000 Penalty: 2988.811279
	Iteration 1F: 3 clusters Score -1216653 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1216975.000000 Penalty: 2988.811279
	Iteration 2F: 3 clusters Score -1216975 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1217255.625000 Penalty: 2988.811279
	Iteration 3F: 3 clusters Score -1217256 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1217491.875000 Penalty: 2988.811279
	Iteration 4F: 3 clusters Score -1217492 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1217750.625000 Penalty: 2988.811279
	Iteration 5Q: 3 clusters Score -1217751 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1218057.375000 Penalty: 2988.811279
	Iteration 6Q: 3 clusters Score -1218057 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1218441.875000 Penalty: 2988.811279
	Iteration 7F: 3 clusters Score -1218442 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1218815.625000 Penalty: 2988.811279
	Iteration 8F: 3 clusters Score -1218816 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1219188.250000 Penalty: 2988.811279
	Iteration 9Q: 3 clusters Score -1219188 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1219489.625000 Penalty: 2988.811279
	Iteration 10Q: 3 clusters Score -1219490 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1219683.250000 Penalty: 2988.811279
	Iteration 11Q: 3 clusters Score -1219683 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1219841.625000 Penalty: 2988.811279
	Iteration 12Q: 3 clusters Score -1219842 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1219939.875000 Penalty: 2988.811279
	Iteration 13Q: 3 clusters Score -1219940 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1220013.250000 Penalty: 2988.811279
	Iteration 14Q: 3 clusters Score -1220013 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1220057.625000 Penalty: 2988.811279
	Iteration 15Q: 3 clusters Score -1220058 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1220089.875000 Penalty: 2988.811279
	Iteration 16Q: 3 clusters Score -1220090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1220117.125000 Penalty: 2988.811279
	Iteration 17Q: 3 clusters Score -1220117 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1220131.250000 Penalty: 2988.811279
	Iteration 18Q: 3 clusters Score -1220131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1220137.250000 Penalty: 2988.811279
	Iteration 19Q: 3 clusters Score -1220137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1220142.125000 Penalty: 2988.811279
	Iteration 20F: 3 clusters Score -1220142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1220146.250000 Penalty: 2988.811279
	Iteration 21Q: 3 clusters Score -1220146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1220147.250000 Penalty: 2988.811279
	Iteration 22Q: 3 clusters Score -1220147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1220147.250000 Penalty: 2988.811279
	Iteration 23Q: 3 clusters Score -1220147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1220149.000000 Penalty: 2988.811279
	Iteration 24Q: 3 clusters Score -1220149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1220150.125000 Penalty: 2988.811279
	Iteration 25Q: 3 clusters Score -1220150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1220149.375000 Penalty: 2988.811279
	Iteration 26Q: 3 clusters Score -1220149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1220151.000000 Penalty: 2988.811279
	Iteration 27Q: 3 clusters Score -1220151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1220155.625000 Penalty: 2988.811279
	Iteration 28Q: 3 clusters Score -1220156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1220158.000000 Penalty: 2988.811279
	Iteration 29Q: 3 clusters Score -1220158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1220161.750000 Penalty: 2988.811279
	Iteration 30Q: 3 clusters Score -1220162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1220164.750000 Penalty: 2988.811279
	Iteration 31Q: 3 clusters Score -1220165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1220163.750000 Penalty: 2988.811279
	Iteration 32Q: 3 clusters Score -1220164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1220164.875000 Penalty: 2988.811279
	Iteration 33Q: 3 clusters Score -1220165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1220166.500000 Penalty: 2988.811279
	Iteration 34Q: 3 clusters Score -1220166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1220167.250000 Penalty: 2988.811279
	Iteration 35Q: 3 clusters Score -1220167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1220167.250000 Penalty: 2988.811279
	Iteration 36F: 3 clusters Score -1220167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -49538.730469 Penalty: 985.742615
	Iteration 0F: 2 clusters Score -49538.73 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 220 members 
Entering Unmasked Estep 
Score: -48598.207031 Penalty: 1971.485229
	Iteration 0F: 3 clusters Score -48598.21 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -48797.214844 Penalty: 1971.485229
	Iteration 1F: 3 clusters Score -48797.21 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -48889.464844 Penalty: 1971.485229
	Iteration 2F: 3 clusters Score -48889.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -48993.640625 Penalty: 1971.485229
	Iteration 3F: 3 clusters Score -48993.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -49107.640625 Penalty: 1971.485229
	Iteration 4Q: 3 clusters Score -49107.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -49138.648438 Penalty: 1971.485229
	Iteration 5Q: 3 clusters Score -49138.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -49174.605469 Penalty: 1971.485229
	Iteration 6Q: 3 clusters Score -49174.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -49208.500000 Penalty: 1971.485229
	Iteration 7Q: 3 clusters Score -49208.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -49240.929688 Penalty: 1971.485229
	Iteration 8Q: 3 clusters Score -49240.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -49249.230469 Penalty: 1971.485229
	Iteration 9Q: 3 clusters Score -49249.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -49254.804688 Penalty: 1971.485229
	Iteration 10Q: 3 clusters Score -49254.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -49257.792969 Penalty: 1971.485229
	Iteration 11Q: 3 clusters Score -49257.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -49260.050781 Penalty: 1971.485229
	Iteration 12F: 3 clusters Score -49260.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -49284.222656 Penalty: 1971.485229
	Iteration 13Q: 3 clusters Score -49284.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -49285.855469 Penalty: 1971.485229
	Iteration 14Q: 3 clusters Score -49285.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -49289.367188 Penalty: 1971.485229
	Iteration 15Q: 3 clusters Score -49289.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -49289.367188 Penalty: 1971.485229
	Iteration 16F: 3 clusters Score -49289.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (111057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111057 members 
Entering Unmasked Estep 
Score: -14015461.000000 Penalty: 1887.892334
	Iteration 0F: 2 clusters Score -1.401546e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55483 members 
Mstep: Class 2 contains 55574 members 
Entering Unmasked Estep 
Score: -13954572.000000 Penalty: 3775.784668
	Iteration 0F: 3 clusters Score -1.395457e+07 nChanged 53202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52887 members 
Mstep: Class 2 contains 58170 members 
Entering Unmasked Estep 
Score: -13985778.000000 Penalty: 3775.784668
	Iteration 1F: 3 clusters Score -1.398578e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50940 members 
Mstep: Class 2 contains 60117 members 
Entering Unmasked Estep 
Score: -13986580.000000 Penalty: 3775.784668
	Iteration 2Q: 3 clusters Score -1.398658e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 63017 members 
Entering Unmasked Estep 
Score: -13987784.000000 Penalty: 3775.784668
	Iteration 3Q: 3 clusters Score -1.398778e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 67325 members 
Entering Unmasked Estep 
Score: -13989800.000000 Penalty: 3775.784668
	Iteration 4Q: 3 clusters Score -1.39898e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 73494 members 
Entering Unmasked Estep 
Score: -13993417.000000 Penalty: 3775.784668
	Iteration 5F: 3 clusters Score -1.399342e+07 nChanged 8494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 81642 members 
Entering Unmasked Estep 
Score: -13999339.000000 Penalty: 3775.784668
	Iteration 6F: 3 clusters Score -1.399934e+07 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 91006 members 
Entering Unmasked Estep 
Score: -14007687.000000 Penalty: 3775.784668
	Iteration 7F: 3 clusters Score -1.400769e+07 nChanged 8878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 99824 members 
Entering Unmasked Estep 
Score: -14013532.000000 Penalty: 3775.784668
	Iteration 8F: 3 clusters Score -1.401353e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 106274 members 
Entering Unmasked Estep 
Score: -14014449.000000 Penalty: 3775.784668
	Iteration 9F: 3 clusters Score -1.401445e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 109433 members 
Entering Unmasked Estep 
Score: -14013984.000000 Penalty: 3775.784668
	Iteration 10Q: 3 clusters Score -1.401398e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 110471 members 
Entering Unmasked Estep 
Score: -14013813.000000 Penalty: 3775.784668
	Iteration 11Q: 3 clusters Score -1.401381e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 110729 members 
Entering Unmasked Estep 
Score: -14013793.000000 Penalty: 3775.784668
	Iteration 12Q: 3 clusters Score -1.401379e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 110798 members 
Entering Unmasked Estep 
Score: -14013838.000000 Penalty: 3775.784668
	Iteration 13Q: 3 clusters Score -1.401384e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 110831 members 
Entering Unmasked Estep 
Score: -14013850.000000 Penalty: 3775.784668
	Iteration 14Q: 3 clusters Score -1.401385e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 110844 members 
Entering Unmasked Estep 
Score: -14013876.000000 Penalty: 3775.784668
	Iteration 15Q: 3 clusters Score -1.401388e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 110852 members 
Entering Unmasked Estep 
Score: -14013891.000000 Penalty: 3775.784668
	Iteration 16Q: 3 clusters Score -1.401389e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 110859 members 
Entering Unmasked Estep 
Score: -14013902.000000 Penalty: 3775.784668
	Iteration 17Q: 3 clusters Score -1.40139e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 110857 members 
Entering Unmasked Estep 
Score: -14013907.000000 Penalty: 3775.784668
	Iteration 18Q: 3 clusters Score -1.401391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 110859 members 
Entering Unmasked Estep 
Score: -14013915.000000 Penalty: 3775.784668
	Iteration 19Q: 3 clusters Score -1.401392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 110861 members 
Entering Unmasked Estep 
Score: -14013924.000000 Penalty: 3775.784668
	Iteration 20F: 3 clusters Score -1.401392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 110863 members 
Entering Unmasked Estep 
Score: -14013921.000000 Penalty: 3775.784668
	Iteration 21Q: 3 clusters Score -1.401392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 110863 members 
Entering Unmasked Estep 
Score: -14013930.000000 Penalty: 3775.784668
	Iteration 22Q: 3 clusters Score -1.401393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 110864 members 
Entering Unmasked Estep 
Score: -14013940.000000 Penalty: 3775.784668
	Iteration 23Q: 3 clusters Score -1.401394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 110864 members 
Entering Unmasked Estep 
Score: -14013947.000000 Penalty: 3775.784668
	Iteration 24Q: 3 clusters Score -1.401395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 110864 members 
Entering Unmasked Estep 
Score: -14013945.000000 Penalty: 3775.784668
	Iteration 25Q: 3 clusters Score -1.401394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 110867 members 
Entering Unmasked Estep 
Score: -14013942.000000 Penalty: 3775.784668
	Iteration 26Q: 3 clusters Score -1.401394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 110867 members 
Entering Unmasked Estep 
Score: -14013960.000000 Penalty: 3775.784668
	Iteration 27Q: 3 clusters Score -1.401396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 110866 members 
Entering Unmasked Estep 
Score: -14013968.000000 Penalty: 3775.784668
	Iteration 28Q: 3 clusters Score -1.401397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 110867 members 
Entering Unmasked Estep 
Score: -14013972.000000 Penalty: 3775.784668
	Iteration 29Q: 3 clusters Score -1.401397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 110867 members 
Entering Unmasked Estep 
Score: -14013980.000000 Penalty: 3775.784668
	Iteration 30Q: 3 clusters Score -1.401398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 110865 members 
Entering Unmasked Estep 
Score: -14013980.000000 Penalty: 3775.784668
	Iteration 31Q: 3 clusters Score -1.401398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 110864 members 
Entering Unmasked Estep 
Score: -14013978.000000 Penalty: 3775.784668
	Iteration 32Q: 3 clusters Score -1.401398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 110864 members 
Entering Unmasked Estep 
Score: -14013978.000000 Penalty: 3775.784668
	Iteration 33F: 3 clusters Score -1.401398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -46819.769531 Penalty: 1008.240662
	Iteration 0F: 2 clusters Score -46819.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45908.195312 Penalty: 2016.481323
	Iteration 0F: 3 clusters Score -45908.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -46152.941406 Penalty: 2016.481323
	Iteration 1F: 3 clusters Score -46152.94 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -46280.781250 Penalty: 2016.481323
	Iteration 2F: 3 clusters Score -46280.78 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -46379.902344 Penalty: 2016.481323
	Iteration 3F: 3 clusters Score -46379.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -46441.566406 Penalty: 2016.481323
	Iteration 4Q: 3 clusters Score -46441.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -46494.437500 Penalty: 2016.481323
	Iteration 5Q: 3 clusters Score -46494.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -46545.460938 Penalty: 2016.481323
	Iteration 6Q: 3 clusters Score -46545.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -46563.164062 Penalty: 2016.481323
	Iteration 7Q: 3 clusters Score -46563.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -46582.554688 Penalty: 2016.481323
	Iteration 8Q: 3 clusters Score -46582.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -46609.632812 Penalty: 2016.481323
	Iteration 9Q: 3 clusters Score -46609.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -46623.382812 Penalty: 2016.481323
	Iteration 10Q: 3 clusters Score -46623.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -46625.652344 Penalty: 2016.481323
	Iteration 11Q: 3 clusters Score -46625.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -46625.652344 Penalty: 2016.481323
	Iteration 12F: 3 clusters Score -46625.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Entering Unmasked Estep 
Score: -135215.421875 Penalty: 1154.823486
	Iteration 0F: 2 clusters Score -135215.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -133620.046875 Penalty: 2309.646973
	Iteration 0F: 3 clusters Score -133620 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -133947.109375 Penalty: 2309.646973
	Iteration 1F: 3 clusters Score -133947.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -134073.093750 Penalty: 2309.646973
	Iteration 2F: 3 clusters Score -134073.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -134135.921875 Penalty: 2309.646973
	Iteration 3Q: 3 clusters Score -134135.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -134161.500000 Penalty: 2309.646973
	Iteration 4Q: 3 clusters Score -134161.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -134180.234375 Penalty: 2309.646973
	Iteration 5Q: 3 clusters Score -134180.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -134187.906250 Penalty: 2309.646973
	Iteration 6Q: 3 clusters Score -134187.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -134194.359375 Penalty: 2309.646973
	Iteration 7Q: 3 clusters Score -134194.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -134204.531250 Penalty: 2309.646973
	Iteration 8Q: 3 clusters Score -134204.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -134209.203125 Penalty: 2309.646973
	Iteration 9Q: 3 clusters Score -134209.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -134216.078125 Penalty: 2309.646973
	Iteration 10Q: 3 clusters Score -134216.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -134225.250000 Penalty: 2309.646973
	Iteration 11Q: 3 clusters Score -134225.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -134235.265625 Penalty: 2309.646973
	Iteration 12Q: 3 clusters Score -134235.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -134241.828125 Penalty: 2309.646973
	Iteration 13Q: 3 clusters Score -134241.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -134248.828125 Penalty: 2309.646973
	Iteration 14Q: 3 clusters Score -134248.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -134257.187500 Penalty: 2309.646973
	Iteration 15Q: 3 clusters Score -134257.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -134261.703125 Penalty: 2309.646973
	Iteration 16Q: 3 clusters Score -134261.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -134264.218750 Penalty: 2309.646973
	Iteration 17Q: 3 clusters Score -134264.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -134265.093750 Penalty: 2309.646973
	Iteration 18Q: 3 clusters Score -134265.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -134270.796875 Penalty: 2309.646973
	Iteration 19Q: 3 clusters Score -134270.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -134276.312500 Penalty: 2309.646973
	Iteration 20F: 3 clusters Score -134276.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -134285.531250 Penalty: 2309.646973
	Iteration 21Q: 3 clusters Score -134285.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -134297.390625 Penalty: 2309.646973
	Iteration 22Q: 3 clusters Score -134297.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -134308.937500 Penalty: 2309.646973
	Iteration 23Q: 3 clusters Score -134308.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -134315.000000 Penalty: 2309.646973
	Iteration 24Q: 3 clusters Score -134315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -134321.546875 Penalty: 2309.646973
	Iteration 25Q: 3 clusters Score -134321.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -134327.234375 Penalty: 2309.646973
	Iteration 26Q: 3 clusters Score -134327.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -134331.937500 Penalty: 2309.646973
	Iteration 27Q: 3 clusters Score -134331.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -134341.062500 Penalty: 2309.646973
	Iteration 28Q: 3 clusters Score -134341.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -134350.515625 Penalty: 2309.646973
	Iteration 29Q: 3 clusters Score -134350.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -134378.906250 Penalty: 2309.646973
	Iteration 30Q: 3 clusters Score -134378.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -134414.796875 Penalty: 2309.646973
	Iteration 31Q: 3 clusters Score -134414.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -134462.500000 Penalty: 2309.646973
	Iteration 32Q: 3 clusters Score -134462.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -134523.296875 Penalty: 2309.646973
	Iteration 33Q: 3 clusters Score -134523.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -134561.031250 Penalty: 2309.646973
	Iteration 34Q: 3 clusters Score -134561 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -134589.781250 Penalty: 2309.646973
	Iteration 35Q: 3 clusters Score -134589.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -134616.078125 Penalty: 2309.646973
	Iteration 36Q: 3 clusters Score -134616.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -134639.265625 Penalty: 2309.646973
	Iteration 37Q: 3 clusters Score -134639.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -134657.468750 Penalty: 2309.646973
	Iteration 38Q: 3 clusters Score -134657.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -134684.093750 Penalty: 2309.646973
	Iteration 39Q: 3 clusters Score -134684.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -134716.375000 Penalty: 2309.646973
	Iteration 40F: 3 clusters Score -134716.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -134745.531250 Penalty: 2309.646973
	Iteration 41Q: 3 clusters Score -134745.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -134761.687500 Penalty: 2309.646973
	Iteration 42Q: 3 clusters Score -134761.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -134777.625000 Penalty: 2309.646973
	Iteration 43Q: 3 clusters Score -134777.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -134788.421875 Penalty: 2309.646973
	Iteration 44Q: 3 clusters Score -134788.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -134792.140625 Penalty: 2309.646973
	Iteration 45Q: 3 clusters Score -134792.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -134800.515625 Penalty: 2309.646973
	Iteration 46Q: 3 clusters Score -134800.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -134806.140625 Penalty: 2309.646973
	Iteration 47Q: 3 clusters Score -134806.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -134812.937500 Penalty: 2309.646973
	Iteration 48Q: 3 clusters Score -134812.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -134827.750000 Penalty: 2309.646973
	Iteration 49Q: 3 clusters Score -134827.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -134836.453125 Penalty: 2309.646973
	Iteration 50Q: 3 clusters Score -134836.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -134847.359375 Penalty: 2309.646973
	Iteration 51Q: 3 clusters Score -134847.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -134857.250000 Penalty: 2309.646973
	Iteration 52Q: 3 clusters Score -134857.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -134863.062500 Penalty: 2309.646973
	Iteration 53Q: 3 clusters Score -134863.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -134872.015625 Penalty: 2309.646973
	Iteration 54Q: 3 clusters Score -134872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -134881.343750 Penalty: 2309.646973
	Iteration 55Q: 3 clusters Score -134881.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -134886.968750 Penalty: 2309.646973
	Iteration 56Q: 3 clusters Score -134887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -134891.343750 Penalty: 2309.646973
	Iteration 57Q: 3 clusters Score -134891.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -134894.562500 Penalty: 2309.646973
	Iteration 58Q: 3 clusters Score -134894.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -134894.890625 Penalty: 2309.646973
	Iteration 59Q: 3 clusters Score -134894.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -134894.890625 Penalty: 2309.646973
	Iteration 60F: 3 clusters Score -134894.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Entering Unmasked Estep 
Score: -1024089.375000 Penalty: 1465.518433
	Iteration 0F: 2 clusters Score -1024089 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 4132 members 
Entering Unmasked Estep 
Score: -1018063.812500 Penalty: 2931.036865
	Iteration 0F: 3 clusters Score -1018064 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1019942.625000 Penalty: 2931.036865
	Iteration 1F: 3 clusters Score -1019943 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1020192.937500 Penalty: 2931.036865
	Iteration 2F: 3 clusters Score -1020193 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1020354.812500 Penalty: 2931.036865
	Iteration 3F: 3 clusters Score -1020355 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1020472.312500 Penalty: 2931.036865
	Iteration 4Q: 3 clusters Score -1020472 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1020572.000000 Penalty: 2931.036865
	Iteration 5Q: 3 clusters Score -1020572 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1020660.875000 Penalty: 2931.036865
	Iteration 6Q: 3 clusters Score -1020661 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1020748.187500 Penalty: 2931.036865
	Iteration 7Q: 3 clusters Score -1020748 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1020853.312500 Penalty: 2931.036865
	Iteration 8Q: 3 clusters Score -1020853 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1020948.125000 Penalty: 2931.036865
	Iteration 9Q: 3 clusters Score -1020948 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1021038.125000 Penalty: 2931.036865
	Iteration 10Q: 3 clusters Score -1021038 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1021147.187500 Penalty: 2931.036865
	Iteration 11Q: 3 clusters Score -1021147 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1021264.750000 Penalty: 2931.036865
	Iteration 12Q: 3 clusters Score -1021265 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1021393.187500 Penalty: 2931.036865
	Iteration 13Q: 3 clusters Score -1021393 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1021545.500000 Penalty: 2931.036865
	Iteration 14Q: 3 clusters Score -1021546 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1021734.062500 Penalty: 2931.036865
	Iteration 15Q: 3 clusters Score -1021734 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1021906.125000 Penalty: 2931.036865
	Iteration 16Q: 3 clusters Score -1021906 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1022098.812500 Penalty: 2931.036865
	Iteration 17Q: 3 clusters Score -1022099 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1022242.687500 Penalty: 2931.036865
	Iteration 18Q: 3 clusters Score -1022243 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1022365.937500 Penalty: 2931.036865
	Iteration 19Q: 3 clusters Score -1022366 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1022472.625000 Penalty: 2931.036865
	Iteration 20F: 3 clusters Score -1022473 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1022556.375000 Penalty: 2931.036865
	Iteration 21Q: 3 clusters Score -1022556 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1022612.562500 Penalty: 2931.036865
	Iteration 22Q: 3 clusters Score -1022613 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1022653.750000 Penalty: 2931.036865
	Iteration 23Q: 3 clusters Score -1022654 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1022677.875000 Penalty: 2931.036865
	Iteration 24Q: 3 clusters Score -1022678 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1022697.937500 Penalty: 2931.036865
	Iteration 25Q: 3 clusters Score -1022698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1022714.312500 Penalty: 2931.036865
	Iteration 26Q: 3 clusters Score -1022714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1022728.875000 Penalty: 2931.036865
	Iteration 27Q: 3 clusters Score -1022729 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1022741.062500 Penalty: 2931.036865
	Iteration 28Q: 3 clusters Score -1022741 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1022757.375000 Penalty: 2931.036865
	Iteration 29Q: 3 clusters Score -1022757 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1022770.687500 Penalty: 2931.036865
	Iteration 30Q: 3 clusters Score -1022771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1022779.750000 Penalty: 2931.036865
	Iteration 31Q: 3 clusters Score -1022780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1022792.125000 Penalty: 2931.036865
	Iteration 32Q: 3 clusters Score -1022792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1022799.312500 Penalty: 2931.036865
	Iteration 33Q: 3 clusters Score -1022799 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1022807.437500 Penalty: 2931.036865
	Iteration 34Q: 3 clusters Score -1022807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1022809.562500 Penalty: 2931.036865
	Iteration 35Q: 3 clusters Score -1022810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1022811.625000 Penalty: 2931.036865
	Iteration 36Q: 3 clusters Score -1022812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1022817.312500 Penalty: 2931.036865
	Iteration 37Q: 3 clusters Score -1022817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1022821.062500 Penalty: 2931.036865
	Iteration 38Q: 3 clusters Score -1022821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1022825.750000 Penalty: 2931.036865
	Iteration 39Q: 3 clusters Score -1022826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1022832.750000 Penalty: 2931.036865
	Iteration 40F: 3 clusters Score -1022833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1022837.625000 Penalty: 2931.036865
	Iteration 41Q: 3 clusters Score -1022838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1022840.625000 Penalty: 2931.036865
	Iteration 42Q: 3 clusters Score -1022841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1022843.625000 Penalty: 2931.036865
	Iteration 43Q: 3 clusters Score -1022844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1022847.812500 Penalty: 2931.036865
	Iteration 44Q: 3 clusters Score -1022848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1022851.562500 Penalty: 2931.036865
	Iteration 45Q: 3 clusters Score -1022852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1022857.187500 Penalty: 2931.036865
	Iteration 46Q: 3 clusters Score -1022857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1022859.500000 Penalty: 2931.036865
	Iteration 47Q: 3 clusters Score -1022860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1022861.125000 Penalty: 2931.036865
	Iteration 48Q: 3 clusters Score -1022861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1022863.375000 Penalty: 2931.036865
	Iteration 49Q: 3 clusters Score -1022863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1022867.562500 Penalty: 2931.036865
	Iteration 50Q: 3 clusters Score -1022868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1022876.062500 Penalty: 2931.036865
	Iteration 51Q: 3 clusters Score -1022876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1022878.812500 Penalty: 2931.036865
	Iteration 52Q: 3 clusters Score -1022879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1022879.625000 Penalty: 2931.036865
	Iteration 53Q: 3 clusters Score -1022880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1022878.937500 Penalty: 2931.036865
	Iteration 54Q: 3 clusters Score -1022879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1022879.625000 Penalty: 2931.036865
	Iteration 55Q: 3 clusters Score -1022880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1022879.625000 Penalty: 2931.036865
	Iteration 56Q: 3 clusters Score -1022880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1022879.625000 Penalty: 2931.036865
	Iteration 57F: 3 clusters Score -1022880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 104132 members 
Mstep: Class 3 contains 6670 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 46469 members 
Mstep: Class 7 contains 282 members 
Mstep: Class 8 contains 6982 members 
Mstep: Class 9 contains 78937 members 
Mstep: Class 10 contains 79746 members 
Mstep: Class 11 contains 98659 members 
Mstep: Class 12 contains 52847 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 104813 members 
Mstep: Class 15 contains 3108 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 6129 members 
Mstep: Class 19 contains 3580 members 
Mstep: Class 20 contains 26454 members 
Mstep: Class 21 contains 386 members 
Mstep: Class 22 contains 1657 members 
Mstep: Class 23 contains 312 members 
Mstep: Class 24 contains 9358 members 
Mstep: Class 25 contains 94778 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6754 members 
Mstep: Class 28 contains 4057 members 
Mstep: Class 29 contains 3154 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 828 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 13551 members 
Mstep: Class 34 contains 9889 members 
Mstep: Class 35 contains 9861 members 
Mstep: Class 36 contains 431 members 
Mstep: Class 37 contains 111057 members 
Mstep: Class 38 contains 495 members 
Mstep: Class 39 contains 1220 members 
Mstep: Class 40 contains 8255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775272.000000 Penalty: 91479.007812
Iteration 119Q: 42 clusters Score -1.117753e+08 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 104149 members 
Mstep: Class 3 contains 6665 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 46357 members 
Mstep: Class 7 contains 282 members 
Mstep: Class 8 contains 6978 members 
Mstep: Class 9 contains 79227 members 
Mstep: Class 10 contains 79708 members 
Mstep: Class 11 contains 98598 members 
Mstep: Class 12 contains 52802 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 104787 members 
Mstep: Class 15 contains 3113 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 6135 members 
Mstep: Class 19 contains 3580 members 
Mstep: Class 20 contains 26404 members 
Mstep: Class 21 contains 386 members 
Mstep: Class 22 contains 1655 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 9375 members 
Mstep: Class 25 contains 94864 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 4050 members 
Mstep: Class 29 contains 3153 members 
Mstep: Class 30 contains 1899 members 
Mstep: Class 31 contains 827 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 13576 members 
Mstep: Class 34 contains 9893 members 
Mstep: Class 35 contains 9861 members 
Mstep: Class 36 contains 431 members 
Mstep: Class 37 contains 110926 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 1220 members 
Mstep: Class 40 contains 8264 members 
Mstep: Class 41 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776368.000000 Penalty: 91479.007812
Iteration 120F: 42 clusters Score -1.117764e+08 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 104151 members 
Mstep: Class 3 contains 6639 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9433 members 
Mstep: Class 6 contains 46259 members 
Mstep: Class 7 contains 274 members 
Mstep: Class 8 contains 6976 members 
Mstep: Class 9 contains 79493 members 
Mstep: Class 10 contains 79706 members 
Mstep: Class 11 contains 98484 members 
Mstep: Class 12 contains 52760 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 104743 members 
Mstep: Class 15 contains 3105 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 6140 members 
Mstep: Class 19 contains 3582 members 
Mstep: Class 20 contains 26365 members 
Mstep: Class 21 contains 386 members 
Mstep: Class 22 contains 1654 members 
Mstep: Class 23 contains 327 members 
Mstep: Class 24 contains 9389 members 
Mstep: Class 25 contains 94888 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6753 members 
Mstep: Class 28 contains 4044 members 
Mstep: Class 29 contains 3146 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 827 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 13574 members 
Mstep: Class 34 contains 9894 members 
Mstep: Class 35 contains 9864 members 
Mstep: Class 36 contains 431 members 
Mstep: Class 37 contains 110796 members 
Mstep: Class 38 contains 497 members 
Mstep: Class 39 contains 1220 members 
Mstep: Class 40 contains 8271 members 
Mstep: Class 41 contains 1129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111777232.000000 Penalty: 91479.007812
Iteration 121Q: 42 clusters Score -1.117772e+08 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 104153 members 
Mstep: Class 3 contains 6617 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9430 members 
Mstep: Class 6 contains 46172 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 6977 members 
Mstep: Class 9 contains 79752 members 
Mstep: Class 10 contains 79691 members 
Mstep: Class 11 contains 98361 members 
Mstep: Class 12 contains 52706 members 
Mstep: Class 13 contains 5030 members 
Mstep: Class 14 contains 104729 members 
Mstep: Class 15 contains 3096 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 501 members 
Mstep: Class 18 contains 6145 members 
Mstep: Class 19 contains 3580 members 
Mstep: Class 20 contains 26324 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1654 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 9411 members 
Mstep: Class 25 contains 94934 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 4034 members 
Mstep: Class 29 contains 3141 members 
Mstep: Class 30 contains 1899 members 
Mstep: Class 31 contains 828 members 
Mstep: Class 32 contains 282 members 
Mstep: Class 33 contains 13574 members 
Mstep: Class 34 contains 9896 members 
Mstep: Class 35 contains 9862 members 
Mstep: Class 36 contains 431 members 
Mstep: Class 37 contains 110705 members 
Mstep: Class 38 contains 500 members 
Mstep: Class 39 contains 1220 members 
Mstep: Class 40 contains 8282 members 
Mstep: Class 41 contains 1228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778176.000000 Penalty: 91479.007812
Iteration 122Q: 42 clusters Score -1.117782e+08 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 104185 members 
Mstep: Class 3 contains 6614 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9428 members 
Mstep: Class 6 contains 46086 members 
Mstep: Class 7 contains 275 members 
Mstep: Class 8 contains 6977 members 
Mstep: Class 9 contains 80021 members 
Mstep: Class 10 contains 79679 members 
Mstep: Class 11 contains 98278 members 
Mstep: Class 12 contains 52647 members 
Mstep: Class 13 contains 5029 members 
Mstep: Class 14 contains 104671 members 
Mstep: Class 15 contains 3092 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 501 members 
Mstep: Class 18 contains 6152 members 
Mstep: Class 19 contains 3579 members 
Mstep: Class 20 contains 26291 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1653 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 9424 members 
Mstep: Class 25 contains 94990 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6740 members 
Mstep: Class 28 contains 4019 members 
Mstep: Class 29 contains 3125 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 829 members 
Mstep: Class 32 contains 280 members 
Mstep: Class 33 contains 13570 members 
Mstep: Class 34 contains 9899 members 
Mstep: Class 35 contains 9861 members 
Mstep: Class 36 contains 431 members 
Mstep: Class 37 contains 110611 members 
Mstep: Class 38 contains 502 members 
Mstep: Class 39 contains 1220 members 
Mstep: Class 40 contains 8300 members 
Mstep: Class 41 contains 1297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778384.000000 Penalty: 91479.007812
Iteration 123Q: 42 clusters Score -1.117784e+08 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 104196 members 
Mstep: Class 3 contains 6605 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9429 members 
Mstep: Class 6 contains 46002 members 
Mstep: Class 7 contains 278 members 
Mstep: Class 8 contains 6976 members 
Mstep: Class 9 contains 80303 members 
Mstep: Class 10 contains 79666 members 
Mstep: Class 11 contains 98198 members 
Mstep: Class 12 contains 52589 members 
Mstep: Class 13 contains 5030 members 
Mstep: Class 14 contains 104660 members 
Mstep: Class 15 contains 3087 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 6154 members 
Mstep: Class 19 contains 3574 members 
Mstep: Class 20 contains 26257 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1653 members 
Mstep: Class 23 contains 317 members 
Mstep: Class 24 contains 9444 members 
Mstep: Class 25 contains 95056 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6734 members 
Mstep: Class 28 contains 4011 members 
Mstep: Class 29 contains 3111 members 
Mstep: Class 30 contains 1902 members 
Mstep: Class 31 contains 833 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 13568 members 
Mstep: Class 34 contains 9902 members 
Mstep: Class 35 contains 9860 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 110475 members 
Mstep: Class 38 contains 505 members 
Mstep: Class 39 contains 1218 members 
Mstep: Class 40 contains 8308 members 
Mstep: Class 41 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778848.000000 Penalty: 91479.007812
Iteration 124Q: 42 clusters Score -1.117788e+08 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 104206 members 
Mstep: Class 3 contains 6603 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9428 members 
Mstep: Class 6 contains 45916 members 
Mstep: Class 7 contains 282 members 
Mstep: Class 8 contains 6975 members 
Mstep: Class 9 contains 80549 members 
Mstep: Class 10 contains 79642 members 
Mstep: Class 11 contains 98138 members 
Mstep: Class 12 contains 52512 members 
Mstep: Class 13 contains 5035 members 
Mstep: Class 14 contains 104660 members 
Mstep: Class 15 contains 3079 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 6161 members 
Mstep: Class 19 contains 3575 members 
Mstep: Class 20 contains 26217 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1654 members 
Mstep: Class 23 contains 312 members 
Mstep: Class 24 contains 9455 members 
Mstep: Class 25 contains 95141 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6728 members 
Mstep: Class 28 contains 3999 members 
Mstep: Class 29 contains 3108 members 
Mstep: Class 30 contains 1902 members 
Mstep: Class 31 contains 837 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 13570 members 
Mstep: Class 34 contains 9904 members 
Mstep: Class 35 contains 9859 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 110354 members 
Mstep: Class 38 contains 505 members 
Mstep: Class 39 contains 1217 members 
Mstep: Class 40 contains 8317 members 
Mstep: Class 41 contains 1405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778968.000000 Penalty: 91479.007812
Iteration 125Q: 42 clusters Score -1.11779e+08 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 104212 members 
Mstep: Class 3 contains 6601 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9430 members 
Mstep: Class 6 contains 45822 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 6972 members 
Mstep: Class 9 contains 80755 members 
Mstep: Class 10 contains 79627 members 
Mstep: Class 11 contains 98071 members 
Mstep: Class 12 contains 52464 members 
Mstep: Class 13 contains 5035 members 
Mstep: Class 14 contains 104671 members 
Mstep: Class 15 contains 3078 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 6165 members 
Mstep: Class 19 contains 3575 members 
Mstep: Class 20 contains 26181 members 
Mstep: Class 21 contains 390 members 
Mstep: Class 22 contains 1654 members 
Mstep: Class 23 contains 307 members 
Mstep: Class 24 contains 9462 members 
Mstep: Class 25 contains 95232 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6722 members 
Mstep: Class 28 contains 3987 members 
Mstep: Class 29 contains 3107 members 
Mstep: Class 30 contains 1902 members 
Mstep: Class 31 contains 838 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 13563 members 
Mstep: Class 34 contains 9908 members 
Mstep: Class 35 contains 9858 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 110264 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1216 members 
Mstep: Class 40 contains 8322 members 
Mstep: Class 41 contains 1443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779008.000000 Penalty: 91479.007812
Iteration 126Q: 42 clusters Score -1.11779e+08 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 104232 members 
Mstep: Class 3 contains 6597 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9431 members 
Mstep: Class 6 contains 45728 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 6974 members 
Mstep: Class 9 contains 80989 members 
Mstep: Class 10 contains 79618 members 
Mstep: Class 11 contains 98031 members 
Mstep: Class 12 contains 52410 members 
Mstep: Class 13 contains 5033 members 
Mstep: Class 14 contains 104657 members 
Mstep: Class 15 contains 3080 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 6168 members 
Mstep: Class 19 contains 3577 members 
Mstep: Class 20 contains 26129 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1655 members 
Mstep: Class 23 contains 305 members 
Mstep: Class 24 contains 9476 members 
Mstep: Class 25 contains 95281 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6716 members 
Mstep: Class 28 contains 3981 members 
Mstep: Class 29 contains 3114 members 
Mstep: Class 30 contains 1902 members 
Mstep: Class 31 contains 838 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 13561 members 
Mstep: Class 34 contains 9914 members 
Mstep: Class 35 contains 9857 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 110164 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1215 members 
Mstep: Class 40 contains 8325 members 
Mstep: Class 41 contains 1474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778968.000000 Penalty: 91479.007812
Iteration 127Q: 42 clusters Score -1.11779e+08 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 104231 members 
Mstep: Class 3 contains 6599 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9433 members 
Mstep: Class 6 contains 45651 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 6973 members 
Mstep: Class 9 contains 81219 members 
Mstep: Class 10 contains 79652 members 
Mstep: Class 11 contains 97997 members 
Mstep: Class 12 contains 52352 members 
Mstep: Class 13 contains 5031 members 
Mstep: Class 14 contains 104684 members 
Mstep: Class 15 contains 3078 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 6169 members 
Mstep: Class 19 contains 3576 members 
Mstep: Class 20 contains 26076 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1655 members 
Mstep: Class 23 contains 304 members 
Mstep: Class 24 contains 9492 members 
Mstep: Class 25 contains 95303 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6712 members 
Mstep: Class 28 contains 3974 members 
Mstep: Class 29 contains 3125 members 
Mstep: Class 30 contains 1902 members 
Mstep: Class 31 contains 838 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 13559 members 
Mstep: Class 34 contains 9920 members 
Mstep: Class 35 contains 9854 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 110030 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1214 members 
Mstep: Class 40 contains 8330 members 
Mstep: Class 41 contains 1492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779088.000000 Penalty: 91479.007812
Iteration 128Q: 42 clusters Score -1.117791e+08 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 104251 members 
Mstep: Class 3 contains 6598 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9434 members 
Mstep: Class 6 contains 45567 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 6969 members 
Mstep: Class 9 contains 81438 members 
Mstep: Class 10 contains 79665 members 
Mstep: Class 11 contains 97964 members 
Mstep: Class 12 contains 52301 members 
Mstep: Class 13 contains 5035 members 
Mstep: Class 14 contains 104713 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 6172 members 
Mstep: Class 19 contains 3572 members 
Mstep: Class 20 contains 26022 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1655 members 
Mstep: Class 23 contains 304 members 
Mstep: Class 24 contains 9504 members 
Mstep: Class 25 contains 95326 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6714 members 
Mstep: Class 28 contains 3967 members 
Mstep: Class 29 contains 3135 members 
Mstep: Class 30 contains 1902 members 
Mstep: Class 31 contains 838 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 13554 members 
Mstep: Class 34 contains 9926 members 
Mstep: Class 35 contains 9854 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 109912 members 
Mstep: Class 38 contains 507 members 
Mstep: Class 39 contains 1214 members 
Mstep: Class 40 contains 8337 members 
Mstep: Class 41 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779240.000000 Penalty: 91479.007812
Iteration 129Q: 42 clusters Score -1.117792e+08 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 104298 members 
Mstep: Class 3 contains 6599 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 45512 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 6964 members 
Mstep: Class 9 contains 81675 members 
Mstep: Class 10 contains 79665 members 
Mstep: Class 11 contains 97941 members 
Mstep: Class 12 contains 52246 members 
Mstep: Class 13 contains 5035 members 
Mstep: Class 14 contains 104671 members 
Mstep: Class 15 contains 3072 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 6175 members 
Mstep: Class 19 contains 3568 members 
Mstep: Class 20 contains 25973 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1655 members 
Mstep: Class 23 contains 303 members 
Mstep: Class 24 contains 9515 members 
Mstep: Class 25 contains 95367 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6711 members 
Mstep: Class 28 contains 3960 members 
Mstep: Class 29 contains 3131 members 
Mstep: Class 30 contains 1902 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 13554 members 
Mstep: Class 34 contains 9931 members 
Mstep: Class 35 contains 9852 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 109799 members 
Mstep: Class 38 contains 507 members 
Mstep: Class 39 contains 1215 members 
Mstep: Class 40 contains 8345 members 
Mstep: Class 41 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779320.000000 Penalty: 91479.007812
Iteration 130Q: 42 clusters Score -1.117793e+08 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 104322 members 
Mstep: Class 3 contains 6596 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 45443 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 6964 members 
Mstep: Class 9 contains 81912 members 
Mstep: Class 10 contains 79665 members 
Mstep: Class 11 contains 97928 members 
Mstep: Class 12 contains 52194 members 
Mstep: Class 13 contains 5029 members 
Mstep: Class 14 contains 104661 members 
Mstep: Class 15 contains 3073 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 6181 members 
Mstep: Class 19 contains 3568 members 
Mstep: Class 20 contains 25936 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1655 members 
Mstep: Class 23 contains 303 members 
Mstep: Class 24 contains 9533 members 
Mstep: Class 25 contains 95381 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6712 members 
Mstep: Class 28 contains 3954 members 
Mstep: Class 29 contains 3142 members 
Mstep: Class 30 contains 1902 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 13548 members 
Mstep: Class 34 contains 9936 members 
Mstep: Class 35 contains 9847 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 109682 members 
Mstep: Class 38 contains 507 members 
Mstep: Class 39 contains 1215 members 
Mstep: Class 40 contains 8339 members 
Mstep: Class 41 contains 1524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779528.000000 Penalty: 91479.007812
Iteration 131Q: 42 clusters Score -1.117795e+08 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 104305 members 
Mstep: Class 3 contains 6595 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 45383 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 6967 members 
Mstep: Class 9 contains 82147 members 
Mstep: Class 10 contains 79658 members 
Mstep: Class 11 contains 97938 members 
Mstep: Class 12 contains 52134 members 
Mstep: Class 13 contains 5017 members 
Mstep: Class 14 contains 104637 members 
Mstep: Class 15 contains 3074 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 6181 members 
Mstep: Class 19 contains 3566 members 
Mstep: Class 20 contains 25908 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1654 members 
Mstep: Class 23 contains 300 members 
Mstep: Class 24 contains 9549 members 
Mstep: Class 25 contains 95416 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6711 members 
Mstep: Class 28 contains 3946 members 
Mstep: Class 29 contains 3150 members 
Mstep: Class 30 contains 1901 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 13546 members 
Mstep: Class 34 contains 9941 members 
Mstep: Class 35 contains 9847 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 109585 members 
Mstep: Class 38 contains 507 members 
Mstep: Class 39 contains 1216 members 
Mstep: Class 40 contains 8340 members 
Mstep: Class 41 contains 1532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779800.000000 Penalty: 91479.007812
Iteration 132Q: 42 clusters Score -1.117798e+08 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 104361 members 
Mstep: Class 3 contains 6597 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 45336 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 6962 members 
Mstep: Class 9 contains 82360 members 
Mstep: Class 10 contains 79636 members 
Mstep: Class 11 contains 97882 members 
Mstep: Class 12 contains 52107 members 
Mstep: Class 13 contains 5009 members 
Mstep: Class 14 contains 104585 members 
Mstep: Class 15 contains 3074 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 6185 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 25887 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1654 members 
Mstep: Class 23 contains 301 members 
Mstep: Class 24 contains 9566 members 
Mstep: Class 25 contains 95430 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6710 members 
Mstep: Class 28 contains 3941 members 
Mstep: Class 29 contains 3153 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 279 members 
Mstep: Class 33 contains 13547 members 
Mstep: Class 34 contains 9950 members 
Mstep: Class 35 contains 9845 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 109503 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1217 members 
Mstep: Class 40 contains 8337 members 
Mstep: Class 41 contains 1539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779736.000000 Penalty: 91479.007812
Iteration 133Q: 42 clusters Score -1.117797e+08 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 104428 members 
Mstep: Class 3 contains 6599 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 45279 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 6958 members 
Mstep: Class 9 contains 82576 members 
Mstep: Class 10 contains 79620 members 
Mstep: Class 11 contains 97810 members 
Mstep: Class 12 contains 52082 members 
Mstep: Class 13 contains 5008 members 
Mstep: Class 14 contains 104528 members 
Mstep: Class 15 contains 3074 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 19 contains 3566 members 
Mstep: Class 20 contains 25851 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1654 members 
Mstep: Class 23 contains 303 members 
Mstep: Class 24 contains 9574 members 
Mstep: Class 25 contains 95469 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6710 members 
Mstep: Class 28 contains 3937 members 
Mstep: Class 29 contains 3165 members 
Mstep: Class 30 contains 1904 members 
Mstep: Class 31 contains 838 members 
Mstep: Class 32 contains 279 members 
Mstep: Class 33 contains 13549 members 
Mstep: Class 34 contains 9956 members 
Mstep: Class 35 contains 9841 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 109416 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1217 members 
Mstep: Class 40 contains 8333 members 
Mstep: Class 41 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780064.000000 Penalty: 91479.007812
Iteration 134Q: 42 clusters Score -1.117801e+08 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 104437 members 
Mstep: Class 3 contains 6595 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 45226 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 6958 members 
Mstep: Class 9 contains 82794 members 
Mstep: Class 10 contains 79619 members 
Mstep: Class 11 contains 97750 members 
Mstep: Class 12 contains 52060 members 
Mstep: Class 13 contains 5012 members 
Mstep: Class 14 contains 104527 members 
Mstep: Class 15 contains 3070 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 6184 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 25820 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1654 members 
Mstep: Class 23 contains 303 members 
Mstep: Class 24 contains 9587 members 
Mstep: Class 25 contains 95483 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6713 members 
Mstep: Class 28 contains 3934 members 
Mstep: Class 29 contains 3170 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 279 members 
Mstep: Class 33 contains 13550 members 
Mstep: Class 34 contains 9963 members 
Mstep: Class 35 contains 9844 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 109312 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1218 members 
Mstep: Class 40 contains 8337 members 
Mstep: Class 41 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780304.000000 Penalty: 91479.007812
Iteration 135Q: 42 clusters Score -1.117803e+08 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 104476 members 
Mstep: Class 3 contains 6591 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 45184 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 6953 members 
Mstep: Class 9 contains 83006 members 
Mstep: Class 10 contains 79615 members 
Mstep: Class 11 contains 97695 members 
Mstep: Class 12 contains 52028 members 
Mstep: Class 13 contains 5014 members 
Mstep: Class 14 contains 104492 members 
Mstep: Class 15 contains 3070 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 6183 members 
Mstep: Class 19 contains 3569 members 
Mstep: Class 20 contains 25777 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1655 members 
Mstep: Class 23 contains 303 members 
Mstep: Class 24 contains 9607 members 
Mstep: Class 25 contains 95491 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6713 members 
Mstep: Class 28 contains 3929 members 
Mstep: Class 29 contains 3165 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 279 members 
Mstep: Class 33 contains 13553 members 
Mstep: Class 34 contains 9967 members 
Mstep: Class 35 contains 9844 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 109236 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1219 members 
Mstep: Class 40 contains 8339 members 
Mstep: Class 41 contains 1552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780096.000000 Penalty: 91479.007812
Iteration 136Q: 42 clusters Score -1.117801e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 104516 members 
Mstep: Class 3 contains 6590 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9438 members 
Mstep: Class 6 contains 45131 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 6955 members 
Mstep: Class 9 contains 83205 members 
Mstep: Class 10 contains 79626 members 
Mstep: Class 11 contains 97633 members 
Mstep: Class 12 contains 51980 members 
Mstep: Class 13 contains 5014 members 
Mstep: Class 14 contains 104484 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 6185 members 
Mstep: Class 19 contains 3566 members 
Mstep: Class 20 contains 25739 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1655 members 
Mstep: Class 23 contains 303 members 
Mstep: Class 24 contains 9621 members 
Mstep: Class 25 contains 95510 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6713 members 
Mstep: Class 28 contains 3926 members 
Mstep: Class 29 contains 3163 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 279 members 
Mstep: Class 33 contains 13555 members 
Mstep: Class 34 contains 9970 members 
Mstep: Class 35 contains 9842 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 109160 members 
Mstep: Class 38 contains 510 members 
Mstep: Class 39 contains 1219 members 
Mstep: Class 40 contains 8337 members 
Mstep: Class 41 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780152.000000 Penalty: 91479.007812
Iteration 137Q: 42 clusters Score -1.117802e+08 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 104572 members 
Mstep: Class 3 contains 6590 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 45083 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 6954 members 
Mstep: Class 9 contains 83423 members 
Mstep: Class 10 contains 79648 members 
Mstep: Class 11 contains 97557 members 
Mstep: Class 12 contains 51933 members 
Mstep: Class 13 contains 5014 members 
Mstep: Class 14 contains 104428 members 
Mstep: Class 15 contains 3068 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 6190 members 
Mstep: Class 19 contains 3566 members 
Mstep: Class 20 contains 25711 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1655 members 
Mstep: Class 23 contains 303 members 
Mstep: Class 24 contains 9632 members 
Mstep: Class 25 contains 95532 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6713 members 
Mstep: Class 28 contains 3920 members 
Mstep: Class 29 contains 3163 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 279 members 
Mstep: Class 33 contains 13554 members 
Mstep: Class 34 contains 9973 members 
Mstep: Class 35 contains 9844 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 109090 members 
Mstep: Class 38 contains 510 members 
Mstep: Class 39 contains 1219 members 
Mstep: Class 40 contains 8332 members 
Mstep: Class 41 contains 1559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780144.000000 Penalty: 91479.007812
Iteration 138Q: 42 clusters Score -1.117801e+08 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 104582 members 
Mstep: Class 3 contains 6592 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 45032 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 6953 members 
Mstep: Class 9 contains 83626 members 
Mstep: Class 10 contains 79677 members 
Mstep: Class 11 contains 97449 members 
Mstep: Class 12 contains 51896 members 
Mstep: Class 13 contains 5014 members 
Mstep: Class 14 contains 104425 members 
Mstep: Class 15 contains 3066 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 6193 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 25664 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1655 members 
Mstep: Class 23 contains 303 members 
Mstep: Class 24 contains 9637 members 
Mstep: Class 25 contains 95581 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6718 members 
Mstep: Class 28 contains 3914 members 
Mstep: Class 29 contains 3177 members 
Mstep: Class 30 contains 1904 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 279 members 
Mstep: Class 33 contains 13553 members 
Mstep: Class 34 contains 9974 members 
Mstep: Class 35 contains 9844 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 109023 members 
Mstep: Class 38 contains 510 members 
Mstep: Class 39 contains 1219 members 
Mstep: Class 40 contains 8332 members 
Mstep: Class 41 contains 1562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780000.000000 Penalty: 91479.007812
Iteration 139Q: 42 clusters Score -1.1178e+08 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 104586 members 
Mstep: Class 3 contains 6592 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 44977 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 6954 members 
Mstep: Class 9 contains 83851 members 
Mstep: Class 10 contains 79699 members 
Mstep: Class 11 contains 97367 members 
Mstep: Class 12 contains 51860 members 
Mstep: Class 13 contains 5012 members 
Mstep: Class 14 contains 104451 members 
Mstep: Class 15 contains 3068 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 6196 members 
Mstep: Class 19 contains 3566 members 
Mstep: Class 20 contains 25622 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1656 members 
Mstep: Class 23 contains 303 members 
Mstep: Class 24 contains 9642 members 
Mstep: Class 25 contains 95610 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6724 members 
Mstep: Class 28 contains 3906 members 
Mstep: Class 29 contains 3199 members 
Mstep: Class 30 contains 1904 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 279 members 
Mstep: Class 33 contains 13551 members 
Mstep: Class 34 contains 9977 members 
Mstep: Class 35 contains 9845 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 108899 members 
Mstep: Class 38 contains 510 members 
Mstep: Class 39 contains 1219 members 
Mstep: Class 40 contains 8330 members 
Mstep: Class 41 contains 1564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780344.000000 Penalty: 91479.007812
Iteration 140F: 42 clusters Score -1.117803e+08 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 104604 members 
Mstep: Class 3 contains 6600 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 44919 members 
Mstep: Class 7 contains 295 members 
Mstep: Class 8 contains 6955 members 
Mstep: Class 9 contains 84061 members 
Mstep: Class 10 contains 79722 members 
Mstep: Class 11 contains 97304 members 
Mstep: Class 12 contains 51809 members 
Mstep: Class 13 contains 5010 members 
Mstep: Class 14 contains 104472 members 
Mstep: Class 15 contains 3067 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 6193 members 
Mstep: Class 19 contains 3567 members 
Mstep: Class 20 contains 25578 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1656 members 
Mstep: Class 23 contains 307 members 
Mstep: Class 24 contains 9649 members 
Mstep: Class 25 contains 95637 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6732 members 
Mstep: Class 28 contains 3900 members 
Mstep: Class 29 contains 3216 members 
Mstep: Class 30 contains 1904 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 282 members 
Mstep: Class 33 contains 13549 members 
Mstep: Class 34 contains 9980 members 
Mstep: Class 35 contains 9841 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 108784 members 
Mstep: Class 38 contains 510 members 
Mstep: Class 39 contains 1219 members 
Mstep: Class 40 contains 8334 members 
Mstep: Class 41 contains 1564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780704.000000 Penalty: 91479.007812
Iteration 141Q: 42 clusters Score -1.117807e+08 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 104607 members 
Mstep: Class 3 contains 6601 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 44875 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 6952 members 
Mstep: Class 9 contains 84266 members 
Mstep: Class 10 contains 79770 members 
Mstep: Class 11 contains 97210 members 
Mstep: Class 12 contains 51749 members 
Mstep: Class 13 contains 5011 members 
Mstep: Class 14 contains 104467 members 
Mstep: Class 15 contains 3066 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 19 contains 3566 members 
Mstep: Class 20 contains 25546 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1656 members 
Mstep: Class 23 contains 308 members 
Mstep: Class 24 contains 9657 members 
Mstep: Class 25 contains 95702 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6735 members 
Mstep: Class 28 contains 3894 members 
Mstep: Class 29 contains 3216 members 
Mstep: Class 30 contains 1905 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 13550 members 
Mstep: Class 34 contains 9983 members 
Mstep: Class 35 contains 9840 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 108695 members 
Mstep: Class 38 contains 510 members 
Mstep: Class 39 contains 1220 members 
Mstep: Class 40 contains 8338 members 
Mstep: Class 41 contains 1564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780640.000000 Penalty: 91479.007812
Iteration 142Q: 42 clusters Score -1.117806e+08 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 104656 members 
Mstep: Class 3 contains 6602 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 44818 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 6952 members 
Mstep: Class 9 contains 84484 members 
Mstep: Class 10 contains 79785 members 
Mstep: Class 11 contains 97153 members 
Mstep: Class 12 contains 51682 members 
Mstep: Class 13 contains 5011 members 
Mstep: Class 14 contains 104436 members 
Mstep: Class 15 contains 3065 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 6182 members 
Mstep: Class 19 contains 3568 members 
Mstep: Class 20 contains 25528 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1655 members 
Mstep: Class 23 contains 307 members 
Mstep: Class 24 contains 9658 members 
Mstep: Class 25 contains 95719 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6734 members 
Mstep: Class 28 contains 3890 members 
Mstep: Class 29 contains 3214 members 
Mstep: Class 30 contains 1905 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 285 members 
Mstep: Class 33 contains 13557 members 
Mstep: Class 34 contains 9985 members 
Mstep: Class 35 contains 9835 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 108627 members 
Mstep: Class 38 contains 510 members 
Mstep: Class 39 contains 1220 members 
Mstep: Class 40 contains 8342 members 
Mstep: Class 41 contains 1565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780680.000000 Penalty: 91479.007812
Iteration 143Q: 42 clusters Score -1.117807e+08 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 104680 members 
Mstep: Class 3 contains 6603 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 44772 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 6953 members 
Mstep: Class 9 contains 84662 members 
Mstep: Class 10 contains 79827 members 
Mstep: Class 11 contains 97095 members 
Mstep: Class 12 contains 51631 members 
Mstep: Class 13 contains 5014 members 
Mstep: Class 14 contains 104410 members 
Mstep: Class 15 contains 3065 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 6179 members 
Mstep: Class 19 contains 3571 members 
Mstep: Class 20 contains 25514 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1655 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9655 members 
Mstep: Class 25 contains 95723 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6739 members 
Mstep: Class 28 contains 3889 members 
Mstep: Class 29 contains 3215 members 
Mstep: Class 30 contains 1905 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 13556 members 
Mstep: Class 34 contains 9988 members 
Mstep: Class 35 contains 9832 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 108573 members 
Mstep: Class 38 contains 510 members 
Mstep: Class 39 contains 1220 members 
Mstep: Class 40 contains 8336 members 
Mstep: Class 41 contains 1566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780736.000000 Penalty: 91479.007812
Iteration 144Q: 42 clusters Score -1.117807e+08 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 104711 members 
Mstep: Class 3 contains 6603 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 44722 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 6954 members 
Mstep: Class 9 contains 84830 members 
Mstep: Class 10 contains 79860 members 
Mstep: Class 11 contains 97032 members 
Mstep: Class 12 contains 51576 members 
Mstep: Class 13 contains 5019 members 
Mstep: Class 14 contains 104370 members 
Mstep: Class 15 contains 3064 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 498 members 
Mstep: Class 18 contains 6176 members 
Mstep: Class 19 contains 3572 members 
Mstep: Class 20 contains 25489 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1654 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9655 members 
Mstep: Class 25 contains 95770 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 3890 members 
Mstep: Class 29 contains 3217 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 282 members 
Mstep: Class 33 contains 13550 members 
Mstep: Class 34 contains 9990 members 
Mstep: Class 35 contains 9830 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 108519 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1219 members 
Mstep: Class 40 contains 8337 members 
Mstep: Class 41 contains 1568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780880.000000 Penalty: 91479.007812
Iteration 145Q: 42 clusters Score -1.117809e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 104743 members 
Mstep: Class 3 contains 6603 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 44662 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 6954 members 
Mstep: Class 9 contains 84993 members 
Mstep: Class 10 contains 79905 members 
Mstep: Class 11 contains 96977 members 
Mstep: Class 12 contains 51499 members 
Mstep: Class 13 contains 5022 members 
Mstep: Class 14 contains 104326 members 
Mstep: Class 15 contains 3063 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 498 members 
Mstep: Class 18 contains 6172 members 
Mstep: Class 19 contains 3571 members 
Mstep: Class 20 contains 25478 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1654 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9656 members 
Mstep: Class 25 contains 95830 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 3889 members 
Mstep: Class 29 contains 3217 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 280 members 
Mstep: Class 33 contains 13552 members 
Mstep: Class 34 contains 9991 members 
Mstep: Class 35 contains 9828 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 108473 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1219 members 
Mstep: Class 40 contains 8329 members 
Mstep: Class 41 contains 1569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780928.000000 Penalty: 91479.007812
Iteration 146Q: 42 clusters Score -1.117809e+08 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 104784 members 
Mstep: Class 3 contains 6602 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9438 members 
Mstep: Class 6 contains 44618 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 6952 members 
Mstep: Class 9 contains 85164 members 
Mstep: Class 10 contains 79941 members 
Mstep: Class 11 contains 96855 members 
Mstep: Class 12 contains 51428 members 
Mstep: Class 13 contains 5021 members 
Mstep: Class 14 contains 104286 members 
Mstep: Class 15 contains 3062 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 498 members 
Mstep: Class 18 contains 6174 members 
Mstep: Class 19 contains 3569 members 
Mstep: Class 20 contains 25483 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1655 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9659 members 
Mstep: Class 25 contains 95904 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 3886 members 
Mstep: Class 29 contains 3217 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 279 members 
Mstep: Class 33 contains 13558 members 
Mstep: Class 34 contains 9993 members 
Mstep: Class 35 contains 9826 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 108423 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1219 members 
Mstep: Class 40 contains 8323 members 
Mstep: Class 41 contains 1572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781200.000000 Penalty: 91479.007812
Iteration 147Q: 42 clusters Score -1.117812e+08 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 104832 members 
Mstep: Class 3 contains 6601 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9438 members 
Mstep: Class 6 contains 44575 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 6952 members 
Mstep: Class 9 contains 85307 members 
Mstep: Class 10 contains 79946 members 
Mstep: Class 11 contains 96779 members 
Mstep: Class 12 contains 51353 members 
Mstep: Class 13 contains 5019 members 
Mstep: Class 14 contains 104249 members 
Mstep: Class 15 contains 3064 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 498 members 
Mstep: Class 18 contains 6171 members 
Mstep: Class 19 contains 3567 members 
Mstep: Class 20 contains 25490 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1657 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9662 members 
Mstep: Class 25 contains 95962 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 3883 members 
Mstep: Class 29 contains 3220 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 13566 members 
Mstep: Class 34 contains 9997 members 
Mstep: Class 35 contains 9822 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 108378 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1219 members 
Mstep: Class 40 contains 8324 members 
Mstep: Class 41 contains 1575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781272.000000 Penalty: 91479.007812
Iteration 148Q: 42 clusters Score -1.117813e+08 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 104857 members 
Mstep: Class 3 contains 6600 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9440 members 
Mstep: Class 6 contains 44534 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 6952 members 
Mstep: Class 9 contains 85477 members 
Mstep: Class 10 contains 79955 members 
Mstep: Class 11 contains 96708 members 
Mstep: Class 12 contains 51262 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 104202 members 
Mstep: Class 15 contains 3064 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 498 members 
Mstep: Class 18 contains 6173 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 25499 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1658 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9655 members 
Mstep: Class 25 contains 96042 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6754 members 
Mstep: Class 28 contains 3878 members 
Mstep: Class 29 contains 3224 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 13568 members 
Mstep: Class 34 contains 10000 members 
Mstep: Class 35 contains 9825 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 108325 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1220 members 
Mstep: Class 40 contains 8322 members 
Mstep: Class 41 contains 1577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781248.000000 Penalty: 91479.007812
Iteration 149Q: 42 clusters Score -1.117812e+08 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 104884 members 
Mstep: Class 3 contains 6601 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9441 members 
Mstep: Class 6 contains 44496 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 6951 members 
Mstep: Class 9 contains 85648 members 
Mstep: Class 10 contains 79973 members 
Mstep: Class 11 contains 96633 members 
Mstep: Class 12 contains 51154 members 
Mstep: Class 13 contains 5022 members 
Mstep: Class 14 contains 104147 members 
Mstep: Class 15 contains 3064 members 
Mstep: Class 16 contains 1378 members 
Mstep: Class 17 contains 498 members 
Mstep: Class 18 contains 6171 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 25503 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9650 members 
Mstep: Class 25 contains 96129 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6757 members 
Mstep: Class 28 contains 3871 members 
Mstep: Class 29 contains 3229 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 13569 members 
Mstep: Class 34 contains 10001 members 
Mstep: Class 35 contains 9828 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 108293 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1220 members 
Mstep: Class 40 contains 8322 members 
Mstep: Class 41 contains 1577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781344.000000 Penalty: 91479.007812
Iteration 150Q: 42 clusters Score -1.117813e+08 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 104873 members 
Mstep: Class 3 contains 6599 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9441 members 
Mstep: Class 6 contains 44452 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 6952 members 
Mstep: Class 9 contains 85831 members 
Mstep: Class 10 contains 79973 members 
Mstep: Class 11 contains 96533 members 
Mstep: Class 12 contains 51053 members 
Mstep: Class 13 contains 5024 members 
Mstep: Class 14 contains 104167 members 
Mstep: Class 15 contains 3065 members 
Mstep: Class 16 contains 1378 members 
Mstep: Class 17 contains 498 members 
Mstep: Class 18 contains 6171 members 
Mstep: Class 19 contains 3560 members 
Mstep: Class 20 contains 25506 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9644 members 
Mstep: Class 25 contains 96202 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6762 members 
Mstep: Class 28 contains 3863 members 
Mstep: Class 29 contains 3239 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 13572 members 
Mstep: Class 34 contains 10004 members 
Mstep: Class 35 contains 9826 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 108259 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1220 members 
Mstep: Class 40 contains 8321 members 
Mstep: Class 41 contains 1580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781320.000000 Penalty: 91479.007812
Iteration 151Q: 42 clusters Score -1.117813e+08 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 104866 members 
Mstep: Class 3 contains 6596 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9444 members 
Mstep: Class 6 contains 44426 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 6953 members 
Mstep: Class 9 contains 86020 members 
Mstep: Class 10 contains 79979 members 
Mstep: Class 11 contains 96400 members 
Mstep: Class 12 contains 50958 members 
Mstep: Class 13 contains 5022 members 
Mstep: Class 14 contains 104189 members 
Mstep: Class 15 contains 3064 members 
Mstep: Class 16 contains 1378 members 
Mstep: Class 17 contains 498 members 
Mstep: Class 18 contains 6172 members 
Mstep: Class 19 contains 3560 members 
Mstep: Class 20 contains 25491 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9642 members 
Mstep: Class 25 contains 96311 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6765 members 
Mstep: Class 28 contains 3854 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 13579 members 
Mstep: Class 34 contains 10006 members 
Mstep: Class 35 contains 9823 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 108207 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1220 members 
Mstep: Class 40 contains 8318 members 
Mstep: Class 41 contains 1581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781208.000000 Penalty: 91479.007812
Iteration 152Q: 42 clusters Score -1.117812e+08 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 104849 members 
Mstep: Class 3 contains 6594 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9443 members 
Mstep: Class 6 contains 44401 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 6952 members 
Mstep: Class 9 contains 86196 members 
Mstep: Class 10 contains 79977 members 
Mstep: Class 11 contains 96312 members 
Mstep: Class 12 contains 50863 members 
Mstep: Class 13 contains 5018 members 
Mstep: Class 14 contains 104244 members 
Mstep: Class 15 contains 3065 members 
Mstep: Class 16 contains 1378 members 
Mstep: Class 17 contains 498 members 
Mstep: Class 18 contains 6171 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 25469 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9644 members 
Mstep: Class 25 contains 96378 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 3846 members 
Mstep: Class 29 contains 3248 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 13583 members 
Mstep: Class 34 contains 10009 members 
Mstep: Class 35 contains 9822 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 108157 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1221 members 
Mstep: Class 40 contains 8320 members 
Mstep: Class 41 contains 1581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781016.000000 Penalty: 91479.007812
Iteration 153Q: 42 clusters Score -1.11781e+08 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 104937 members 
Mstep: Class 3 contains 6593 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9442 members 
Mstep: Class 6 contains 44364 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 6950 members 
Mstep: Class 9 contains 86343 members 
Mstep: Class 10 contains 79979 members 
Mstep: Class 11 contains 96237 members 
Mstep: Class 12 contains 50762 members 
Mstep: Class 13 contains 5019 members 
Mstep: Class 14 contains 104197 members 
Mstep: Class 15 contains 3065 members 
Mstep: Class 16 contains 1378 members 
Mstep: Class 17 contains 498 members 
Mstep: Class 18 contains 6169 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 25448 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9642 members 
Mstep: Class 25 contains 96450 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6772 members 
Mstep: Class 28 contains 3840 members 
Mstep: Class 29 contains 3255 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 13588 members 
Mstep: Class 34 contains 10013 members 
Mstep: Class 35 contains 9824 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 108123 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1221 members 
Mstep: Class 40 contains 8318 members 
Mstep: Class 41 contains 1582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780808.000000 Penalty: 91479.007812
Iteration 154Q: 42 clusters Score -1.117808e+08 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 104993 members 
Mstep: Class 3 contains 6593 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9443 members 
Mstep: Class 6 contains 44319 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 6947 members 
Mstep: Class 9 contains 86513 members 
Mstep: Class 10 contains 79995 members 
Mstep: Class 11 contains 96191 members 
Mstep: Class 12 contains 50657 members 
Mstep: Class 13 contains 5021 members 
Mstep: Class 14 contains 104155 members 
Mstep: Class 15 contains 3065 members 
Mstep: Class 16 contains 1378 members 
Mstep: Class 17 contains 498 members 
Mstep: Class 18 contains 6168 members 
Mstep: Class 19 contains 3560 members 
Mstep: Class 20 contains 25435 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9643 members 
Mstep: Class 25 contains 96487 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 3835 members 
Mstep: Class 29 contains 3259 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 13591 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 9826 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 108089 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1221 members 
Mstep: Class 40 contains 8313 members 
Mstep: Class 41 contains 1586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780920.000000 Penalty: 91479.007812
Iteration 155Q: 42 clusters Score -1.117809e+08 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 105016 members 
Mstep: Class 3 contains 6592 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9441 members 
Mstep: Class 6 contains 44278 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 6945 members 
Mstep: Class 9 contains 86682 members 
Mstep: Class 10 contains 80004 members 
Mstep: Class 11 contains 96181 members 
Mstep: Class 12 contains 50560 members 
Mstep: Class 13 contains 5018 members 
Mstep: Class 14 contains 104118 members 
Mstep: Class 15 contains 3066 members 
Mstep: Class 16 contains 1378 members 
Mstep: Class 17 contains 498 members 
Mstep: Class 18 contains 6167 members 
Mstep: Class 19 contains 3562 members 
Mstep: Class 20 contains 25423 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1661 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9651 members 
Mstep: Class 25 contains 96517 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6772 members 
Mstep: Class 28 contains 3833 members 
Mstep: Class 29 contains 3260 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 13595 members 
Mstep: Class 34 contains 10019 members 
Mstep: Class 35 contains 9825 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 108038 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1221 members 
Mstep: Class 40 contains 8313 members 
Mstep: Class 41 contains 1588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780840.000000 Penalty: 91479.007812
Iteration 156Q: 42 clusters Score -1.117808e+08 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 105061 members 
Mstep: Class 3 contains 6591 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9441 members 
Mstep: Class 6 contains 44226 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 6945 members 
Mstep: Class 9 contains 86823 members 
Mstep: Class 10 contains 79994 members 
Mstep: Class 11 contains 96191 members 
Mstep: Class 12 contains 50448 members 
Mstep: Class 13 contains 5015 members 
Mstep: Class 14 contains 104091 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 1378 members 
Mstep: Class 17 contains 498 members 
Mstep: Class 18 contains 6165 members 
Mstep: Class 19 contains 3559 members 
Mstep: Class 20 contains 25409 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1661 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9666 members 
Mstep: Class 25 contains 96532 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6776 members 
Mstep: Class 28 contains 3834 members 
Mstep: Class 29 contains 3267 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 13598 members 
Mstep: Class 34 contains 10021 members 
Mstep: Class 35 contains 9829 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 108004 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1221 members 
Mstep: Class 40 contains 8317 members 
Mstep: Class 41 contains 1595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780672.000000 Penalty: 91479.007812
Iteration 157Q: 42 clusters Score -1.117807e+08 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 105095 members 
Mstep: Class 3 contains 6592 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9441 members 
Mstep: Class 6 contains 44177 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 6943 members 
Mstep: Class 9 contains 86929 members 
Mstep: Class 10 contains 79988 members 
Mstep: Class 11 contains 96209 members 
Mstep: Class 12 contains 50352 members 
Mstep: Class 13 contains 5012 members 
Mstep: Class 14 contains 104098 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 1378 members 
Mstep: Class 17 contains 498 members 
Mstep: Class 18 contains 6158 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 25397 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1661 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9673 members 
Mstep: Class 25 contains 96526 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6779 members 
Mstep: Class 28 contains 3833 members 
Mstep: Class 29 contains 3274 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 13594 members 
Mstep: Class 34 contains 10026 members 
Mstep: Class 35 contains 9829 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 108000 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1221 members 
Mstep: Class 40 contains 8314 members 
Mstep: Class 41 contains 1596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780712.000000 Penalty: 91479.007812
Iteration 158Q: 42 clusters Score -1.117807e+08 nChanged 1256
Entering ConstructFrom: 
Score: -111780712.000000 Penalty: 91479.007812
Entering ConstructFrom: 
Trying to split cluster 1 (3047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Entering Unmasked Estep 
Score: -381834.031250 Penalty: 1303.560791
	Iteration 0F: 2 clusters Score -381834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -379080.125000 Penalty: 2607.121582
	Iteration 0F: 3 clusters Score -379080.1 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -379734.968750 Penalty: 2607.121582
	Iteration 1F: 3 clusters Score -379735 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -379857.875000 Penalty: 2607.121582
	Iteration 2F: 3 clusters Score -379857.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -379931.187500 Penalty: 2607.121582
	Iteration 3Q: 3 clusters Score -379931.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -379983.218750 Penalty: 2607.121582
	Iteration 4Q: 3 clusters Score -379983.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -380012.781250 Penalty: 2607.121582
	Iteration 5Q: 3 clusters Score -380012.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -380032.187500 Penalty: 2607.121582
	Iteration 6Q: 3 clusters Score -380032.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -380050.281250 Penalty: 2607.121582
	Iteration 7Q: 3 clusters Score -380050.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -380063.343750 Penalty: 2607.121582
	Iteration 8Q: 3 clusters Score -380063.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -380073.468750 Penalty: 2607.121582
	Iteration 9Q: 3 clusters Score -380073.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -380080.093750 Penalty: 2607.121582
	Iteration 10Q: 3 clusters Score -380080.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -380087.250000 Penalty: 2607.121582
	Iteration 11Q: 3 clusters Score -380087.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -380093.187500 Penalty: 2607.121582
	Iteration 12Q: 3 clusters Score -380093.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -380098.562500 Penalty: 2607.121582
	Iteration 13Q: 3 clusters Score -380098.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -380105.000000 Penalty: 2607.121582
	Iteration 14Q: 3 clusters Score -380105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -380109.125000 Penalty: 2607.121582
	Iteration 15Q: 3 clusters Score -380109.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -380114.500000 Penalty: 2607.121582
	Iteration 16Q: 3 clusters Score -380114.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -380119.375000 Penalty: 2607.121582
	Iteration 17Q: 3 clusters Score -380119.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -380125.781250 Penalty: 2607.121582
	Iteration 18Q: 3 clusters Score -380125.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -380131.843750 Penalty: 2607.121582
	Iteration 19Q: 3 clusters Score -380131.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -380133.187500 Penalty: 2607.121582
	Iteration 20F: 3 clusters Score -380133.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -380134.968750 Penalty: 2607.121582
	Iteration 21Q: 3 clusters Score -380135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -380136.000000 Penalty: 2607.121582
	Iteration 22Q: 3 clusters Score -380136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -380138.625000 Penalty: 2607.121582
	Iteration 23Q: 3 clusters Score -380138.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -380141.437500 Penalty: 2607.121582
	Iteration 24Q: 3 clusters Score -380141.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -380141.375000 Penalty: 2607.121582
	Iteration 25Q: 3 clusters Score -380141.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -380143.437500 Penalty: 2607.121582
	Iteration 26Q: 3 clusters Score -380143.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -380143.906250 Penalty: 2607.121582
	Iteration 27Q: 3 clusters Score -380143.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -380145.406250 Penalty: 2607.121582
	Iteration 28Q: 3 clusters Score -380145.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -380146.250000 Penalty: 2607.121582
	Iteration 29Q: 3 clusters Score -380146.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -380146.218750 Penalty: 2607.121582
	Iteration 30Q: 3 clusters Score -380146.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -380148.562500 Penalty: 2607.121582
	Iteration 31Q: 3 clusters Score -380148.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -380150.125000 Penalty: 2607.121582
	Iteration 32Q: 3 clusters Score -380150.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -380151.250000 Penalty: 2607.121582
	Iteration 33Q: 3 clusters Score -380151.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -380152.718750 Penalty: 2607.121582
	Iteration 34Q: 3 clusters Score -380152.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -380153.187500 Penalty: 2607.121582
	Iteration 35Q: 3 clusters Score -380153.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -380153.250000 Penalty: 2607.121582
	Iteration 36Q: 3 clusters Score -380153.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -380154.750000 Penalty: 2607.121582
	Iteration 37Q: 3 clusters Score -380154.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -380154.843750 Penalty: 2607.121582
	Iteration 38Q: 3 clusters Score -380154.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -380155.187500 Penalty: 2607.121582
	Iteration 39Q: 3 clusters Score -380155.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -380156.093750 Penalty: 2607.121582
	Iteration 40F: 3 clusters Score -380156.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -380156.781250 Penalty: 2607.121582
	Iteration 41Q: 3 clusters Score -380156.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -380157.156250 Penalty: 2607.121582
	Iteration 42Q: 3 clusters Score -380157.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -380157.281250 Penalty: 2607.121582
	Iteration 43Q: 3 clusters Score -380157.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -380157.968750 Penalty: 2607.121582
	Iteration 44Q: 3 clusters Score -380158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -380157.968750 Penalty: 2607.121582
	Iteration 45F: 3 clusters Score -380158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (105126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105126 members 
Entering Unmasked Estep 
Score: -13138694.000000 Penalty: 1878.973633
	Iteration 0F: 2 clusters Score -1.313869e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52641 members 
Mstep: Class 2 contains 52485 members 
Entering Unmasked Estep 
Score: -13070256.000000 Penalty: 3757.947266
	Iteration 0F: 3 clusters Score -1.307026e+07 nChanged 50252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52835 members 
Mstep: Class 2 contains 52291 members 
Entering Unmasked Estep 
Score: -13099119.000000 Penalty: 3757.947266
	Iteration 1F: 3 clusters Score -1.309912e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52925 members 
Mstep: Class 2 contains 52201 members 
Entering Unmasked Estep 
Score: -13099565.000000 Penalty: 3757.947266
	Iteration 2Q: 3 clusters Score -1.309956e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53039 members 
Mstep: Class 2 contains 52087 members 
Entering Unmasked Estep 
Score: -13100087.000000 Penalty: 3757.947266
	Iteration 3Q: 3 clusters Score -1.310009e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 51888 members 
Entering Unmasked Estep 
Score: -13100859.000000 Penalty: 3757.947266
	Iteration 4Q: 3 clusters Score -1.310086e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53532 members 
Mstep: Class 2 contains 51594 members 
Entering Unmasked Estep 
Score: -13101742.000000 Penalty: 3757.947266
	Iteration 5Q: 3 clusters Score -1.310174e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 51074 members 
Entering Unmasked Estep 
Score: -13103167.000000 Penalty: 3757.947266
	Iteration 6Q: 3 clusters Score -1.310317e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54955 members 
Mstep: Class 2 contains 50171 members 
Entering Unmasked Estep 
Score: -13105311.000000 Penalty: 3757.947266
	Iteration 7Q: 3 clusters Score -1.310531e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56446 members 
Mstep: Class 2 contains 48680 members 
Entering Unmasked Estep 
Score: -13108748.000000 Penalty: 3757.947266
	Iteration 8F: 3 clusters Score -1.310875e+07 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58566 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -13114354.000000 Penalty: 3757.947266
	Iteration 9F: 3 clusters Score -1.311435e+07 nChanged 8608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60796 members 
Mstep: Class 2 contains 44330 members 
Entering Unmasked Estep 
Score: -13121735.000000 Penalty: 3757.947266
	Iteration 10F: 3 clusters Score -1.312174e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61738 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -13127103.000000 Penalty: 3757.947266
	Iteration 11F: 3 clusters Score -1.31271e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61512 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -13129011.000000 Penalty: 3757.947266
	Iteration 12Q: 3 clusters Score -1.312901e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60948 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -13130106.000000 Penalty: 3757.947266
	Iteration 13Q: 3 clusters Score -1.313011e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60368 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -13130575.000000 Penalty: 3757.947266
	Iteration 14Q: 3 clusters Score -1.313058e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59646 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -13130970.000000 Penalty: 3757.947266
	Iteration 15Q: 3 clusters Score -1.313097e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58929 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -13131217.000000 Penalty: 3757.947266
	Iteration 16Q: 3 clusters Score -1.313122e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58124 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -13131307.000000 Penalty: 3757.947266
	Iteration 17Q: 3 clusters Score -1.313131e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57308 members 
Mstep: Class 2 contains 47818 members 
Entering Unmasked Estep 
Score: -13131393.000000 Penalty: 3757.947266
	Iteration 18Q: 3 clusters Score -1.313139e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56510 members 
Mstep: Class 2 contains 48616 members 
Entering Unmasked Estep 
Score: -13131428.000000 Penalty: 3757.947266
	Iteration 19Q: 3 clusters Score -1.313143e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55783 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
Score: -13131437.000000 Penalty: 3757.947266
	Iteration 20F: 3 clusters Score -1.313144e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55148 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -13131457.000000 Penalty: 3757.947266
	Iteration 21Q: 3 clusters Score -1.313146e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54502 members 
Mstep: Class 2 contains 50624 members 
Entering Unmasked Estep 
Score: -13131469.000000 Penalty: 3757.947266
	Iteration 22Q: 3 clusters Score -1.313147e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 51251 members 
Entering Unmasked Estep 
Score: -13131430.000000 Penalty: 3757.947266
	Iteration 23Q: 3 clusters Score -1.313143e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53300 members 
Mstep: Class 2 contains 51826 members 
Entering Unmasked Estep 
Score: -13131388.000000 Penalty: 3757.947266
	Iteration 24Q: 3 clusters Score -1.313139e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52735 members 
Mstep: Class 2 contains 52391 members 
Entering Unmasked Estep 
Score: -13131404.000000 Penalty: 3757.947266
	Iteration 25Q: 3 clusters Score -1.31314e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52240 members 
Mstep: Class 2 contains 52886 members 
Entering Unmasked Estep 
Score: -13131344.000000 Penalty: 3757.947266
	Iteration 26Q: 3 clusters Score -1.313134e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51703 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
Score: -13131306.000000 Penalty: 3757.947266
	Iteration 27Q: 3 clusters Score -1.313131e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51254 members 
Mstep: Class 2 contains 53872 members 
Entering Unmasked Estep 
Score: -13131288.000000 Penalty: 3757.947266
	Iteration 28Q: 3 clusters Score -1.313129e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50826 members 
Mstep: Class 2 contains 54300 members 
Entering Unmasked Estep 
Score: -13131262.000000 Penalty: 3757.947266
	Iteration 29Q: 3 clusters Score -1.313126e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50497 members 
Mstep: Class 2 contains 54629 members 
Entering Unmasked Estep 
Score: -13131224.000000 Penalty: 3757.947266
	Iteration 30Q: 3 clusters Score -1.313122e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50229 members 
Mstep: Class 2 contains 54897 members 
Entering Unmasked Estep 
Score: -13131195.000000 Penalty: 3757.947266
	Iteration 31Q: 3 clusters Score -1.31312e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 55156 members 
Entering Unmasked Estep 
Score: -13131172.000000 Penalty: 3757.947266
	Iteration 32Q: 3 clusters Score -1.313117e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49716 members 
Mstep: Class 2 contains 55410 members 
Entering Unmasked Estep 
Score: -13131123.000000 Penalty: 3757.947266
	Iteration 33Q: 3 clusters Score -1.313112e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49457 members 
Mstep: Class 2 contains 55669 members 
Entering Unmasked Estep 
Score: -13131126.000000 Penalty: 3757.947266
	Iteration 34Q: 3 clusters Score -1.313113e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49219 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -13131141.000000 Penalty: 3757.947266
	Iteration 35Q: 3 clusters Score -1.313114e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48978 members 
Mstep: Class 2 contains 56148 members 
Entering Unmasked Estep 
Score: -13131085.000000 Penalty: 3757.947266
	Iteration 36Q: 3 clusters Score -1.313108e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48724 members 
Mstep: Class 2 contains 56402 members 
Entering Unmasked Estep 
Score: -13131068.000000 Penalty: 3757.947266
	Iteration 37Q: 3 clusters Score -1.313107e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 56627 members 
Entering Unmasked Estep 
Score: -13131046.000000 Penalty: 3757.947266
	Iteration 38Q: 3 clusters Score -1.313105e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48291 members 
Mstep: Class 2 contains 56835 members 
Entering Unmasked Estep 
Score: -13131052.000000 Penalty: 3757.947266
	Iteration 39Q: 3 clusters Score -1.313105e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48084 members 
Mstep: Class 2 contains 57042 members 
Entering Unmasked Estep 
Score: -13131015.000000 Penalty: 3757.947266
	Iteration 40F: 3 clusters Score -1.313102e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 57211 members 
Entering Unmasked Estep 
Score: -13131017.000000 Penalty: 3757.947266
	Iteration 41Q: 3 clusters Score -1.313102e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 57391 members 
Entering Unmasked Estep 
Score: -13131030.000000 Penalty: 3757.947266
	Iteration 42Q: 3 clusters Score -1.313103e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47604 members 
Mstep: Class 2 contains 57522 members 
Entering Unmasked Estep 
Score: -13131044.000000 Penalty: 3757.947266
	Iteration 43Q: 3 clusters Score -1.313104e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47477 members 
Mstep: Class 2 contains 57649 members 
Entering Unmasked Estep 
Score: -13131045.000000 Penalty: 3757.947266
	Iteration 44Q: 3 clusters Score -1.313104e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47363 members 
Mstep: Class 2 contains 57763 members 
Entering Unmasked Estep 
Score: -13131017.000000 Penalty: 3757.947266
	Iteration 45Q: 3 clusters Score -1.313102e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 57874 members 
Entering Unmasked Estep 
Score: -13131013.000000 Penalty: 3757.947266
	Iteration 46Q: 3 clusters Score -1.313101e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 57991 members 
Entering Unmasked Estep 
Score: -13130995.000000 Penalty: 3757.947266
	Iteration 47Q: 3 clusters Score -1.3131e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47030 members 
Mstep: Class 2 contains 58096 members 
Entering Unmasked Estep 
Score: -13130976.000000 Penalty: 3757.947266
	Iteration 48Q: 3 clusters Score -1.313098e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46945 members 
Mstep: Class 2 contains 58181 members 
Entering Unmasked Estep 
Score: -13130976.000000 Penalty: 3757.947266
	Iteration 49Q: 3 clusters Score -1.313098e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 58246 members 
Entering Unmasked Estep 
Score: -13130996.000000 Penalty: 3757.947266
	Iteration 50Q: 3 clusters Score -1.3131e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 58310 members 
Entering Unmasked Estep 
Score: -13130988.000000 Penalty: 3757.947266
	Iteration 51Q: 3 clusters Score -1.313099e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 58357 members 
Entering Unmasked Estep 
Score: -13130981.000000 Penalty: 3757.947266
	Iteration 52Q: 3 clusters Score -1.313098e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 58403 members 
Entering Unmasked Estep 
Score: -13130978.000000 Penalty: 3757.947266
	Iteration 53Q: 3 clusters Score -1.313098e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 58453 members 
Entering Unmasked Estep 
Score: -13130962.000000 Penalty: 3757.947266
	Iteration 54Q: 3 clusters Score -1.313096e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46620 members 
Mstep: Class 2 contains 58506 members 
Entering Unmasked Estep 
Score: -13130983.000000 Penalty: 3757.947266
	Iteration 55Q: 3 clusters Score -1.313098e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46569 members 
Mstep: Class 2 contains 58557 members 
Entering Unmasked Estep 
Score: -13130983.000000 Penalty: 3757.947266
	Iteration 56Q: 3 clusters Score -1.313098e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 58608 members 
Entering Unmasked Estep 
Score: -13130985.000000 Penalty: 3757.947266
	Iteration 57Q: 3 clusters Score -1.313098e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 58644 members 
Entering Unmasked Estep 
Score: -13130986.000000 Penalty: 3757.947266
	Iteration 58Q: 3 clusters Score -1.313099e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 58672 members 
Entering Unmasked Estep 
Score: -13130978.000000 Penalty: 3757.947266
	Iteration 59Q: 3 clusters Score -1.313098e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 58719 members 
Entering Unmasked Estep 
Score: -13130976.000000 Penalty: 3757.947266
	Iteration 60F: 3 clusters Score -1.313098e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46373 members 
Mstep: Class 2 contains 58753 members 
Entering Unmasked Estep 
Score: -13130974.000000 Penalty: 3757.947266
	Iteration 61Q: 3 clusters Score -1.313097e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46341 members 
Mstep: Class 2 contains 58785 members 
Entering Unmasked Estep 
Score: -13130993.000000 Penalty: 3757.947266
	Iteration 62Q: 3 clusters Score -1.313099e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 58802 members 
Entering Unmasked Estep 
Score: -13130975.000000 Penalty: 3757.947266
	Iteration 63Q: 3 clusters Score -1.313098e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 58820 members 
Entering Unmasked Estep 
Score: -13130982.000000 Penalty: 3757.947266
	Iteration 64Q: 3 clusters Score -1.313098e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 58835 members 
Entering Unmasked Estep 
Score: -13130974.000000 Penalty: 3757.947266
	Iteration 65Q: 3 clusters Score -1.313097e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 58859 members 
Entering Unmasked Estep 
Score: -13130974.000000 Penalty: 3757.947266
	Iteration 66Q: 3 clusters Score -1.313097e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 58883 members 
Entering Unmasked Estep 
Score: -13130961.000000 Penalty: 3757.947266
	Iteration 67Q: 3 clusters Score -1.313096e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 58904 members 
Entering Unmasked Estep 
Score: -13130968.000000 Penalty: 3757.947266
	Iteration 68Q: 3 clusters Score -1.313097e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46196 members 
Mstep: Class 2 contains 58930 members 
Entering Unmasked Estep 
Score: -13130975.000000 Penalty: 3757.947266
	Iteration 69Q: 3 clusters Score -1.313098e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 58943 members 
Entering Unmasked Estep 
Score: -13130970.000000 Penalty: 3757.947266
	Iteration 70Q: 3 clusters Score -1.313097e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 58957 members 
Entering Unmasked Estep 
Score: -13130957.000000 Penalty: 3757.947266
	Iteration 71Q: 3 clusters Score -1.313096e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 58967 members 
Entering Unmasked Estep 
Score: -13130967.000000 Penalty: 3757.947266
	Iteration 72Q: 3 clusters Score -1.313097e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46146 members 
Mstep: Class 2 contains 58980 members 
Entering Unmasked Estep 
Score: -13130970.000000 Penalty: 3757.947266
	Iteration 73Q: 3 clusters Score -1.313097e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 58999 members 
Entering Unmasked Estep 
Score: -13130956.000000 Penalty: 3757.947266
	Iteration 74Q: 3 clusters Score -1.313096e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 59011 members 
Entering Unmasked Estep 
Score: -13130951.000000 Penalty: 3757.947266
	Iteration 75Q: 3 clusters Score -1.313095e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 59026 members 
Entering Unmasked Estep 
Score: -13130951.000000 Penalty: 3757.947266
	Iteration 76Q: 3 clusters Score -1.313095e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 59048 members 
Entering Unmasked Estep 
Score: -13130953.000000 Penalty: 3757.947266
	Iteration 77Q: 3 clusters Score -1.313095e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 59072 members 
Entering Unmasked Estep 
Score: -13130945.000000 Penalty: 3757.947266
	Iteration 78Q: 3 clusters Score -1.313094e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 59096 members 
Entering Unmasked Estep 
Score: -13130939.000000 Penalty: 3757.947266
	Iteration 79Q: 3 clusters Score -1.313094e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 59113 members 
Entering Unmasked Estep 
Score: -13130929.000000 Penalty: 3757.947266
	Iteration 80F: 3 clusters Score -1.313093e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 59142 members 
Entering Unmasked Estep 
Score: -13130945.000000 Penalty: 3757.947266
	Iteration 81Q: 3 clusters Score -1.313094e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 59170 members 
Entering Unmasked Estep 
Score: -13130935.000000 Penalty: 3757.947266
	Iteration 82Q: 3 clusters Score -1.313094e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 59196 members 
Entering Unmasked Estep 
Score: -13130926.000000 Penalty: 3757.947266
	Iteration 83Q: 3 clusters Score -1.313093e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45898 members 
Mstep: Class 2 contains 59228 members 
Entering Unmasked Estep 
Score: -13130942.000000 Penalty: 3757.947266
	Iteration 84Q: 3 clusters Score -1.313094e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 59264 members 
Entering Unmasked Estep 
Score: -13130936.000000 Penalty: 3757.947266
	Iteration 85Q: 3 clusters Score -1.313094e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 59287 members 
Entering Unmasked Estep 
Score: -13130959.000000 Penalty: 3757.947266
	Iteration 86Q: 3 clusters Score -1.313096e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45810 members 
Mstep: Class 2 contains 59316 members 
Entering Unmasked Estep 
Score: -13130957.000000 Penalty: 3757.947266
	Iteration 87Q: 3 clusters Score -1.313096e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 59338 members 
Entering Unmasked Estep 
Score: -13130952.000000 Penalty: 3757.947266
	Iteration 88Q: 3 clusters Score -1.313095e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45767 members 
Mstep: Class 2 contains 59359 members 
Entering Unmasked Estep 
Score: -13130940.000000 Penalty: 3757.947266
	Iteration 89Q: 3 clusters Score -1.313094e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 59372 members 
Entering Unmasked Estep 
Score: -13130929.000000 Penalty: 3757.947266
	Iteration 90Q: 3 clusters Score -1.313093e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 59383 members 
Entering Unmasked Estep 
Score: -13130930.000000 Penalty: 3757.947266
	Iteration 91Q: 3 clusters Score -1.313093e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 59392 members 
Entering Unmasked Estep 
Score: -13130929.000000 Penalty: 3757.947266
	Iteration 92Q: 3 clusters Score -1.313093e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 59400 members 
Entering Unmasked Estep 
Score: -13130920.000000 Penalty: 3757.947266
	Iteration 93Q: 3 clusters Score -1.313092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 59407 members 
Entering Unmasked Estep 
Score: -13130926.000000 Penalty: 3757.947266
	Iteration 94Q: 3 clusters Score -1.313093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45716 members 
Mstep: Class 2 contains 59410 members 
Entering Unmasked Estep 
Score: -13130927.000000 Penalty: 3757.947266
	Iteration 95Q: 3 clusters Score -1.313093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 59409 members 
Entering Unmasked Estep 
Score: -13130932.000000 Penalty: 3757.947266
	Iteration 96Q: 3 clusters Score -1.313093e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 59409 members 
Entering Unmasked Estep 
Score: -13130932.000000 Penalty: 3757.947266
	Iteration 97F: 3 clusters Score -1.313093e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Entering Unmasked Estep 
Score: -773889.437500 Penalty: 1428.937378
	Iteration 0F: 2 clusters Score -773889.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -768907.750000 Penalty: 2857.874756
	Iteration 0F: 3 clusters Score -768907.8 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -770566.250000 Penalty: 2857.874756
	Iteration 1F: 3 clusters Score -770566.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -770939.812500 Penalty: 2857.874756
	Iteration 2F: 3 clusters Score -770939.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -771219.812500 Penalty: 2857.874756
	Iteration 3F: 3 clusters Score -771219.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -771477.625000 Penalty: 2857.874756
	Iteration 4F: 3 clusters Score -771477.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -771808.062500 Penalty: 2857.874756
	Iteration 5F: 3 clusters Score -771808.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -772179.000000 Penalty: 2857.874756
	Iteration 6F: 3 clusters Score -772179 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -772449.687500 Penalty: 2857.874756
	Iteration 7F: 3 clusters Score -772449.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -772605.625000 Penalty: 2857.874756
	Iteration 8Q: 3 clusters Score -772605.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -772686.500000 Penalty: 2857.874756
	Iteration 9Q: 3 clusters Score -772686.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -772726.312500 Penalty: 2857.874756
	Iteration 10Q: 3 clusters Score -772726.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -772757.187500 Penalty: 2857.874756
	Iteration 11Q: 3 clusters Score -772757.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -772777.187500 Penalty: 2857.874756
	Iteration 12Q: 3 clusters Score -772777.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -772790.625000 Penalty: 2857.874756
	Iteration 13Q: 3 clusters Score -772790.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -772800.187500 Penalty: 2857.874756
	Iteration 14Q: 3 clusters Score -772800.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -772807.500000 Penalty: 2857.874756
	Iteration 15Q: 3 clusters Score -772807.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -772813.625000 Penalty: 2857.874756
	Iteration 16Q: 3 clusters Score -772813.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -772818.437500 Penalty: 2857.874756
	Iteration 17Q: 3 clusters Score -772818.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -772822.937500 Penalty: 2857.874756
	Iteration 18Q: 3 clusters Score -772822.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -772827.500000 Penalty: 2857.874756
	Iteration 19Q: 3 clusters Score -772827.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -772830.437500 Penalty: 2857.874756
	Iteration 20F: 3 clusters Score -772830.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -772833.187500 Penalty: 2857.874756
	Iteration 21Q: 3 clusters Score -772833.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -772839.875000 Penalty: 2857.874756
	Iteration 22Q: 3 clusters Score -772839.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -772844.437500 Penalty: 2857.874756
	Iteration 23Q: 3 clusters Score -772844.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -772849.312500 Penalty: 2857.874756
	Iteration 24Q: 3 clusters Score -772849.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -772852.250000 Penalty: 2857.874756
	Iteration 25Q: 3 clusters Score -772852.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -772859.250000 Penalty: 2857.874756
	Iteration 26Q: 3 clusters Score -772859.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -772872.750000 Penalty: 2857.874756
	Iteration 27Q: 3 clusters Score -772872.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -772902.812500 Penalty: 2857.874756
	Iteration 28Q: 3 clusters Score -772902.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -772934.875000 Penalty: 2857.874756
	Iteration 29Q: 3 clusters Score -772934.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -772962.812500 Penalty: 2857.874756
	Iteration 30Q: 3 clusters Score -772962.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -772980.000000 Penalty: 2857.874756
	Iteration 31Q: 3 clusters Score -772980 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -772996.625000 Penalty: 2857.874756
	Iteration 32Q: 3 clusters Score -772996.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -773013.500000 Penalty: 2857.874756
	Iteration 33Q: 3 clusters Score -773013.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -773024.062500 Penalty: 2857.874756
	Iteration 34Q: 3 clusters Score -773024.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -773036.625000 Penalty: 2857.874756
	Iteration 35Q: 3 clusters Score -773036.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -773058.312500 Penalty: 2857.874756
	Iteration 36Q: 3 clusters Score -773058.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -773078.062500 Penalty: 2857.874756
	Iteration 37Q: 3 clusters Score -773078.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -773098.937500 Penalty: 2857.874756
	Iteration 38Q: 3 clusters Score -773098.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -773112.375000 Penalty: 2857.874756
	Iteration 39Q: 3 clusters Score -773112.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -773127.000000 Penalty: 2857.874756
	Iteration 40F: 3 clusters Score -773127 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -773138.937500 Penalty: 2857.874756
	Iteration 41Q: 3 clusters Score -773138.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -773149.625000 Penalty: 2857.874756
	Iteration 42Q: 3 clusters Score -773149.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -773162.937500 Penalty: 2857.874756
	Iteration 43Q: 3 clusters Score -773162.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -773180.250000 Penalty: 2857.874756
	Iteration 44Q: 3 clusters Score -773180.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -773200.312500 Penalty: 2857.874756
	Iteration 45Q: 3 clusters Score -773200.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -773229.875000 Penalty: 2857.874756
	Iteration 46Q: 3 clusters Score -773229.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -773278.875000 Penalty: 2857.874756
	Iteration 47Q: 3 clusters Score -773278.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -773328.625000 Penalty: 2857.874756
	Iteration 48Q: 3 clusters Score -773328.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -773365.875000 Penalty: 2857.874756
	Iteration 49Q: 3 clusters Score -773365.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -773392.437500 Penalty: 2857.874756
	Iteration 50Q: 3 clusters Score -773392.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -773408.562500 Penalty: 2857.874756
	Iteration 51Q: 3 clusters Score -773408.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -773417.312500 Penalty: 2857.874756
	Iteration 52Q: 3 clusters Score -773417.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -773421.625000 Penalty: 2857.874756
	Iteration 53Q: 3 clusters Score -773421.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -773424.312500 Penalty: 2857.874756
	Iteration 54Q: 3 clusters Score -773424.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -773424.625000 Penalty: 2857.874756
	Iteration 55Q: 3 clusters Score -773424.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -773426.187500 Penalty: 2857.874756
	Iteration 56Q: 3 clusters Score -773426.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -773426.375000 Penalty: 2857.874756
	Iteration 57Q: 3 clusters Score -773426.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -773425.562500 Penalty: 2857.874756
	Iteration 58Q: 3 clusters Score -773425.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -773425.562500 Penalty: 2857.874756
	Iteration 59F: 3 clusters Score -773425.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -39068.027344 Penalty: 956.039856
	Iteration 0F: 2 clusters Score -39068.03 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 177 members 
Entering Unmasked Estep 
Score: -38149.468750 Penalty: 1912.079712
	Iteration 0F: 3 clusters Score -38149.47 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38276.359375 Penalty: 1912.079712
	Iteration 1F: 3 clusters Score -38276.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38309.585938 Penalty: 1912.079712
	Iteration 2Q: 3 clusters Score -38309.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -38328.859375 Penalty: 1912.079712
	Iteration 3Q: 3 clusters Score -38328.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38341.542969 Penalty: 1912.079712
	Iteration 4Q: 3 clusters Score -38341.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -38349.207031 Penalty: 1912.079712
	Iteration 5Q: 3 clusters Score -38349.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38351.808594 Penalty: 1912.079712
	Iteration 6Q: 3 clusters Score -38351.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -38355.886719 Penalty: 1912.079712
	Iteration 7Q: 3 clusters Score -38355.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -38359.703125 Penalty: 1912.079712
	Iteration 8Q: 3 clusters Score -38359.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -38364.062500 Penalty: 1912.079712
	Iteration 9Q: 3 clusters Score -38364.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -38364.503906 Penalty: 1912.079712
	Iteration 10Q: 3 clusters Score -38364.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38365.539062 Penalty: 1912.079712
	Iteration 11Q: 3 clusters Score -38365.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38365.539062 Penalty: 1912.079712
	Iteration 12F: 3 clusters Score -38365.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Entering Unmasked Estep 
Score: -1177809.875000 Penalty: 1487.332764
	Iteration 0F: 2 clusters Score -1177810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1171016.125000 Penalty: 2974.665527
	Iteration 0F: 3 clusters Score -1171016 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1173258.625000 Penalty: 2974.665527
	Iteration 1F: 3 clusters Score -1173259 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1173693.875000 Penalty: 2974.665527
	Iteration 2F: 3 clusters Score -1173694 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1174133.500000 Penalty: 2974.665527
	Iteration 3F: 3 clusters Score -1174134 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1174556.375000 Penalty: 2974.665527
	Iteration 4F: 3 clusters Score -1174556 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1175018.125000 Penalty: 2974.665527
	Iteration 5F: 3 clusters Score -1175018 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1175503.375000 Penalty: 2974.665527
	Iteration 6F: 3 clusters Score -1175503 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1175942.625000 Penalty: 2974.665527
	Iteration 7F: 3 clusters Score -1175943 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1176259.875000 Penalty: 2974.665527
	Iteration 8F: 3 clusters Score -1176260 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1176463.500000 Penalty: 2974.665527
	Iteration 9Q: 3 clusters Score -1176464 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1176593.125000 Penalty: 2974.665527
	Iteration 10Q: 3 clusters Score -1176593 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1176666.875000 Penalty: 2974.665527
	Iteration 11Q: 3 clusters Score -1176667 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1176712.000000 Penalty: 2974.665527
	Iteration 12Q: 3 clusters Score -1176712 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1176738.000000 Penalty: 2974.665527
	Iteration 13Q: 3 clusters Score -1176738 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1176755.375000 Penalty: 2974.665527
	Iteration 14Q: 3 clusters Score -1176755 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1176770.250000 Penalty: 2974.665527
	Iteration 15Q: 3 clusters Score -1176770 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1176774.375000 Penalty: 2974.665527
	Iteration 16Q: 3 clusters Score -1176774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1176783.000000 Penalty: 2974.665527
	Iteration 17Q: 3 clusters Score -1176783 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1176788.000000 Penalty: 2974.665527
	Iteration 18Q: 3 clusters Score -1176788 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1176791.750000 Penalty: 2974.665527
	Iteration 19Q: 3 clusters Score -1176792 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1176797.750000 Penalty: 2974.665527
	Iteration 20F: 3 clusters Score -1176798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1176803.125000 Penalty: 2974.665527
	Iteration 21Q: 3 clusters Score -1176803 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1176808.125000 Penalty: 2974.665527
	Iteration 22Q: 3 clusters Score -1176808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1176810.375000 Penalty: 2974.665527
	Iteration 23Q: 3 clusters Score -1176810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1176814.250000 Penalty: 2974.665527
	Iteration 24Q: 3 clusters Score -1176814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1176818.250000 Penalty: 2974.665527
	Iteration 25Q: 3 clusters Score -1176818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1176820.250000 Penalty: 2974.665527
	Iteration 26Q: 3 clusters Score -1176820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1176818.875000 Penalty: 2974.665527
	Iteration 27Q: 3 clusters Score -1176819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1176820.500000 Penalty: 2974.665527
	Iteration 28Q: 3 clusters Score -1176820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1176819.250000 Penalty: 2974.665527
	Iteration 29Q: 3 clusters Score -1176819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1176820.625000 Penalty: 2974.665527
	Iteration 30Q: 3 clusters Score -1176821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1176821.250000 Penalty: 2974.665527
	Iteration 31Q: 3 clusters Score -1176821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1176821.500000 Penalty: 2974.665527
	Iteration 32Q: 3 clusters Score -1176822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1176824.500000 Penalty: 2974.665527
	Iteration 33Q: 3 clusters Score -1176824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1176825.375000 Penalty: 2974.665527
	Iteration 34Q: 3 clusters Score -1176825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1176822.625000 Penalty: 2974.665527
	Iteration 35Q: 3 clusters Score -1176823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1176825.250000 Penalty: 2974.665527
	Iteration 36Q: 3 clusters Score -1176825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1176826.625000 Penalty: 2974.665527
	Iteration 37Q: 3 clusters Score -1176827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1176825.500000 Penalty: 2974.665527
	Iteration 38Q: 3 clusters Score -1176826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1176825.250000 Penalty: 2974.665527
	Iteration 39Q: 3 clusters Score -1176825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1176824.750000 Penalty: 2974.665527
	Iteration 40F: 3 clusters Score -1176825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1176828.250000 Penalty: 2974.665527
	Iteration 41Q: 3 clusters Score -1176828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1176828.250000 Penalty: 2974.665527
	Iteration 42F: 3 clusters Score -1176828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Entering Unmasked Estep 
Score: -5350896.500000 Penalty: 1737.880005
	Iteration 0F: 2 clusters Score -5350896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -5321384.500000 Penalty: 3475.760010
	Iteration 0F: 3 clusters Score -5321384 nChanged 20657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -5333094.000000 Penalty: 3475.760010
	Iteration 1F: 3 clusters Score -5333094 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -5333673.000000 Penalty: 3475.760010
	Iteration 2Q: 3 clusters Score -5333673 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -5334456.500000 Penalty: 3475.760010
	Iteration 3Q: 3 clusters Score -5334456 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -5335539.500000 Penalty: 3475.760010
	Iteration 4Q: 3 clusters Score -5335540 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -5336748.500000 Penalty: 3475.760010
	Iteration 5F: 3 clusters Score -5336748 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -5337969.000000 Penalty: 3475.760010
	Iteration 6F: 3 clusters Score -5337969 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -5339014.500000 Penalty: 3475.760010
	Iteration 7F: 3 clusters Score -5339014 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -5339883.500000 Penalty: 3475.760010
	Iteration 8Q: 3 clusters Score -5339884 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -5340588.000000 Penalty: 3475.760010
	Iteration 9Q: 3 clusters Score -5340588 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -5341163.000000 Penalty: 3475.760010
	Iteration 10Q: 3 clusters Score -5341163 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -5341665.000000 Penalty: 3475.760010
	Iteration 11Q: 3 clusters Score -5341665 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -5342057.500000 Penalty: 3475.760010
	Iteration 12Q: 3 clusters Score -5342058 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -5342476.500000 Penalty: 3475.760010
	Iteration 13Q: 3 clusters Score -5342476 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -5342867.500000 Penalty: 3475.760010
	Iteration 14Q: 3 clusters Score -5342868 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -5343203.000000 Penalty: 3475.760010
	Iteration 15Q: 3 clusters Score -5343203 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -5343540.000000 Penalty: 3475.760010
	Iteration 16Q: 3 clusters Score -5343540 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -5343874.000000 Penalty: 3475.760010
	Iteration 17Q: 3 clusters Score -5343874 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -5344269.500000 Penalty: 3475.760010
	Iteration 18Q: 3 clusters Score -5344270 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -5344614.500000 Penalty: 3475.760010
	Iteration 19Q: 3 clusters Score -5344614 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -5345003.500000 Penalty: 3475.760010
	Iteration 20F: 3 clusters Score -5345004 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -5345430.500000 Penalty: 3475.760010
	Iteration 21Q: 3 clusters Score -5345430 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -5346016.000000 Penalty: 3475.760010
	Iteration 22Q: 3 clusters Score -5346016 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -5346673.500000 Penalty: 3475.760010
	Iteration 23Q: 3 clusters Score -5346674 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -5347366.000000 Penalty: 3475.760010
	Iteration 24Q: 3 clusters Score -5347366 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -5348011.000000 Penalty: 3475.760010
	Iteration 25Q: 3 clusters Score -5348011 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -5348491.500000 Penalty: 3475.760010
	Iteration 26Q: 3 clusters Score -5348492 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -5348835.500000 Penalty: 3475.760010
	Iteration 27Q: 3 clusters Score -5348836 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -5349107.500000 Penalty: 3475.760010
	Iteration 28Q: 3 clusters Score -5349108 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -5349288.000000 Penalty: 3475.760010
	Iteration 29Q: 3 clusters Score -5349288 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -5349435.500000 Penalty: 3475.760010
	Iteration 30Q: 3 clusters Score -5349436 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -5349521.000000 Penalty: 3475.760010
	Iteration 31Q: 3 clusters Score -5349521 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -5349595.000000 Penalty: 3475.760010
	Iteration 32Q: 3 clusters Score -5349595 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -5349626.500000 Penalty: 3475.760010
	Iteration 33Q: 3 clusters Score -5349626 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5349657.000000 Penalty: 3475.760010
	Iteration 34Q: 3 clusters Score -5349657 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -5349681.000000 Penalty: 3475.760010
	Iteration 35Q: 3 clusters Score -5349681 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5349702.500000 Penalty: 3475.760010
	Iteration 36Q: 3 clusters Score -5349702 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5349729.500000 Penalty: 3475.760010
	Iteration 37Q: 3 clusters Score -5349730 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -5349734.000000 Penalty: 3475.760010
	Iteration 38Q: 3 clusters Score -5349734 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5349753.500000 Penalty: 3475.760010
	Iteration 39Q: 3 clusters Score -5349754 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5349770.000000 Penalty: 3475.760010
	Iteration 40F: 3 clusters Score -5349770 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5349779.500000 Penalty: 3475.760010
	Iteration 41Q: 3 clusters Score -5349780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5349798.500000 Penalty: 3475.760010
	Iteration 42Q: 3 clusters Score -5349798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5349799.000000 Penalty: 3475.760010
	Iteration 43Q: 3 clusters Score -5349799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5349799.500000 Penalty: 3475.760010
	Iteration 44Q: 3 clusters Score -5349800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5349805.000000 Penalty: 3475.760010
	Iteration 45Q: 3 clusters Score -5349805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5349818.000000 Penalty: 3475.760010
	Iteration 46Q: 3 clusters Score -5349818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5349823.000000 Penalty: 3475.760010
	Iteration 47Q: 3 clusters Score -5349823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5349825.000000 Penalty: 3475.760010
	Iteration 48Q: 3 clusters Score -5349825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -5349824.000000 Penalty: 3475.760010
	Iteration 49Q: 3 clusters Score -5349824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -5349824.000000 Penalty: 3475.760010
	Iteration 50Q: 3 clusters Score -5349824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5349822.000000 Penalty: 3475.760010
	Iteration 51Q: 3 clusters Score -5349822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5349827.500000 Penalty: 3475.760010
	Iteration 52Q: 3 clusters Score -5349828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42828 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5349822.500000 Penalty: 3475.760010
	Iteration 53Q: 3 clusters Score -5349822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5349822.500000 Penalty: 3475.760010
	Iteration 54Q: 3 clusters Score -5349822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5349829.500000 Penalty: 3475.760010
	Iteration 55Q: 3 clusters Score -5349830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5349835.000000 Penalty: 3475.760010
	Iteration 56Q: 3 clusters Score -5349835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5349848.000000 Penalty: 3475.760010
	Iteration 57Q: 3 clusters Score -5349848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5349851.000000 Penalty: 3475.760010
	Iteration 58Q: 3 clusters Score -5349851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5349844.500000 Penalty: 3475.760010
	Iteration 59Q: 3 clusters Score -5349844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5349848.000000 Penalty: 3475.760010
	Iteration 60F: 3 clusters Score -5349848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5349850.000000 Penalty: 3475.760010
	Iteration 61Q: 3 clusters Score -5349850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5349854.000000 Penalty: 3475.760010
	Iteration 62Q: 3 clusters Score -5349854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -5349848.000000 Penalty: 3475.760010
	Iteration 63Q: 3 clusters Score -5349848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -5349856.500000 Penalty: 3475.760010
	Iteration 64Q: 3 clusters Score -5349856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5349858.500000 Penalty: 3475.760010
	Iteration 65Q: 3 clusters Score -5349858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5349859.500000 Penalty: 3475.760010
	Iteration 66Q: 3 clusters Score -5349860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5349861.000000 Penalty: 3475.760010
	Iteration 67Q: 3 clusters Score -5349861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5349867.500000 Penalty: 3475.760010
	Iteration 68Q: 3 clusters Score -5349868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5349861.500000 Penalty: 3475.760010
	Iteration 69Q: 3 clusters Score -5349862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5349867.500000 Penalty: 3475.760010
	Iteration 70Q: 3 clusters Score -5349868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5349870.000000 Penalty: 3475.760010
	Iteration 71Q: 3 clusters Score -5349870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5349901.500000 Penalty: 3475.760010
	Iteration 72Q: 3 clusters Score -5349902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5349908.000000 Penalty: 3475.760010
	Iteration 73Q: 3 clusters Score -5349908 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5349934.500000 Penalty: 3475.760010
	Iteration 74Q: 3 clusters Score -5349934 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5349967.500000 Penalty: 3475.760010
	Iteration 75Q: 3 clusters Score -5349968 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5350003.500000 Penalty: 3475.760010
	Iteration 76Q: 3 clusters Score -5350004 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5350027.500000 Penalty: 3475.760010
	Iteration 77Q: 3 clusters Score -5350028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5350041.500000 Penalty: 3475.760010
	Iteration 78Q: 3 clusters Score -5350042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5350053.000000 Penalty: 3475.760010
	Iteration 79Q: 3 clusters Score -5350053 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5350071.000000 Penalty: 3475.760010
	Iteration 80F: 3 clusters Score -5350071 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -5350072.500000 Penalty: 3475.760010
	Iteration 81Q: 3 clusters Score -5350072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5350074.000000 Penalty: 3475.760010
	Iteration 82Q: 3 clusters Score -5350074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5350086.000000 Penalty: 3475.760010
	Iteration 83Q: 3 clusters Score -5350086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5350084.500000 Penalty: 3475.760010
	Iteration 84Q: 3 clusters Score -5350084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5350090.500000 Penalty: 3475.760010
	Iteration 85Q: 3 clusters Score -5350090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5350087.500000 Penalty: 3475.760010
	Iteration 86Q: 3 clusters Score -5350088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -5350090.000000 Penalty: 3475.760010
	Iteration 87Q: 3 clusters Score -5350090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -5350090.000000 Penalty: 3475.760010
	Iteration 88F: 3 clusters Score -5350090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -16913.714844 Penalty: 932.192993
	Iteration 0F: 2 clusters Score -16913.71 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 157 members 
Entering Unmasked Estep 
Score: -16174.837891 Penalty: 1864.385986
	Iteration 0F: 3 clusters Score -16174.84 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16440.320312 Penalty: 1864.385986
	Iteration 1F: 3 clusters Score -16440.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16550.066406 Penalty: 1864.385986
	Iteration 2F: 3 clusters Score -16550.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16646.009766 Penalty: 1864.385986
	Iteration 3F: 3 clusters Score -16646.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -16721.351562 Penalty: 1864.385986
	Iteration 4Q: 3 clusters Score -16721.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16769.691406 Penalty: 1864.385986
	Iteration 5Q: 3 clusters Score -16769.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16785.712891 Penalty: 1864.385986
	Iteration 6Q: 3 clusters Score -16785.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16805.076172 Penalty: 1864.385986
	Iteration 7Q: 3 clusters Score -16805.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16821.767578 Penalty: 1864.385986
	Iteration 8Q: 3 clusters Score -16821.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16825.791016 Penalty: 1864.385986
	Iteration 9Q: 3 clusters Score -16825.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16826.712891 Penalty: 1864.385986
	Iteration 10Q: 3 clusters Score -16826.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16834.253906 Penalty: 1864.385986
	Iteration 11F: 3 clusters Score -16834.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -16857.908203 Penalty: 1864.385986
	Iteration 12Q: 3 clusters Score -16857.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16871.783203 Penalty: 1864.385986
	Iteration 13Q: 3 clusters Score -16871.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16878.363281 Penalty: 1864.385986
	Iteration 14Q: 3 clusters Score -16878.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16882.607422 Penalty: 1864.385986
	Iteration 15Q: 3 clusters Score -16882.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16882.607422 Penalty: 1864.385986
	Iteration 16F: 3 clusters Score -16882.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Entering Unmasked Estep 
Score: -825434.250000 Penalty: 1437.368652
	Iteration 0F: 2 clusters Score -825434.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -820232.312500 Penalty: 2874.737305
	Iteration 0F: 3 clusters Score -820232.3 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -821769.937500 Penalty: 2874.737305
	Iteration 1F: 3 clusters Score -821769.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -821974.250000 Penalty: 2874.737305
	Iteration 2F: 3 clusters Score -821974.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -822133.500000 Penalty: 2874.737305
	Iteration 3Q: 3 clusters Score -822133.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -822298.812500 Penalty: 2874.737305
	Iteration 4F: 3 clusters Score -822298.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -822424.875000 Penalty: 2874.737305
	Iteration 5Q: 3 clusters Score -822424.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -822550.312500 Penalty: 2874.737305
	Iteration 6Q: 3 clusters Score -822550.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -822689.375000 Penalty: 2874.737305
	Iteration 7Q: 3 clusters Score -822689.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -822827.687500 Penalty: 2874.737305
	Iteration 8Q: 3 clusters Score -822827.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -822970.875000 Penalty: 2874.737305
	Iteration 9Q: 3 clusters Score -822970.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -823099.187500 Penalty: 2874.737305
	Iteration 10Q: 3 clusters Score -823099.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -823210.812500 Penalty: 2874.737305
	Iteration 11Q: 3 clusters Score -823210.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -823326.250000 Penalty: 2874.737305
	Iteration 12Q: 3 clusters Score -823326.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -823436.750000 Penalty: 2874.737305
	Iteration 13Q: 3 clusters Score -823436.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -823534.812500 Penalty: 2874.737305
	Iteration 14Q: 3 clusters Score -823534.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -823634.000000 Penalty: 2874.737305
	Iteration 15Q: 3 clusters Score -823634 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -823702.000000 Penalty: 2874.737305
	Iteration 16Q: 3 clusters Score -823702 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -823753.625000 Penalty: 2874.737305
	Iteration 17Q: 3 clusters Score -823753.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -823797.062500 Penalty: 2874.737305
	Iteration 18Q: 3 clusters Score -823797.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -823830.312500 Penalty: 2874.737305
	Iteration 19Q: 3 clusters Score -823830.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -823864.500000 Penalty: 2874.737305
	Iteration 20F: 3 clusters Score -823864.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -823907.000000 Penalty: 2874.737305
	Iteration 21Q: 3 clusters Score -823907 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -823941.062500 Penalty: 2874.737305
	Iteration 22Q: 3 clusters Score -823941.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -823965.437500 Penalty: 2874.737305
	Iteration 23Q: 3 clusters Score -823965.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -823989.437500 Penalty: 2874.737305
	Iteration 24Q: 3 clusters Score -823989.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -824008.562500 Penalty: 2874.737305
	Iteration 25Q: 3 clusters Score -824008.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -824019.000000 Penalty: 2874.737305
	Iteration 26Q: 3 clusters Score -824019 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -824030.687500 Penalty: 2874.737305
	Iteration 27Q: 3 clusters Score -824030.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -824045.125000 Penalty: 2874.737305
	Iteration 28Q: 3 clusters Score -824045.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -824058.875000 Penalty: 2874.737305
	Iteration 29Q: 3 clusters Score -824058.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -824070.562500 Penalty: 2874.737305
	Iteration 30Q: 3 clusters Score -824070.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -824082.312500 Penalty: 2874.737305
	Iteration 31Q: 3 clusters Score -824082.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -824096.875000 Penalty: 2874.737305
	Iteration 32Q: 3 clusters Score -824096.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -824106.812500 Penalty: 2874.737305
	Iteration 33Q: 3 clusters Score -824106.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -824122.375000 Penalty: 2874.737305
	Iteration 34Q: 3 clusters Score -824122.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -824131.875000 Penalty: 2874.737305
	Iteration 35Q: 3 clusters Score -824131.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -824139.500000 Penalty: 2874.737305
	Iteration 36Q: 3 clusters Score -824139.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -824145.625000 Penalty: 2874.737305
	Iteration 37Q: 3 clusters Score -824145.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -824152.750000 Penalty: 2874.737305
	Iteration 38Q: 3 clusters Score -824152.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -824161.000000 Penalty: 2874.737305
	Iteration 39Q: 3 clusters Score -824161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -824163.000000 Penalty: 2874.737305
	Iteration 40F: 3 clusters Score -824163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -824167.000000 Penalty: 2874.737305
	Iteration 41Q: 3 clusters Score -824167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -824172.187500 Penalty: 2874.737305
	Iteration 42Q: 3 clusters Score -824172.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -824175.937500 Penalty: 2874.737305
	Iteration 43Q: 3 clusters Score -824175.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -824180.437500 Penalty: 2874.737305
	Iteration 44Q: 3 clusters Score -824180.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -824186.312500 Penalty: 2874.737305
	Iteration 45Q: 3 clusters Score -824186.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -824189.500000 Penalty: 2874.737305
	Iteration 46Q: 3 clusters Score -824189.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -824194.062500 Penalty: 2874.737305
	Iteration 47Q: 3 clusters Score -824194.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -824201.500000 Penalty: 2874.737305
	Iteration 48Q: 3 clusters Score -824201.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -824207.625000 Penalty: 2874.737305
	Iteration 49Q: 3 clusters Score -824207.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -824212.312500 Penalty: 2874.737305
	Iteration 50Q: 3 clusters Score -824212.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -824216.437500 Penalty: 2874.737305
	Iteration 51Q: 3 clusters Score -824216.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -824221.187500 Penalty: 2874.737305
	Iteration 52Q: 3 clusters Score -824221.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -824226.250000 Penalty: 2874.737305
	Iteration 53Q: 3 clusters Score -824226.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -824229.750000 Penalty: 2874.737305
	Iteration 54Q: 3 clusters Score -824229.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -824231.125000 Penalty: 2874.737305
	Iteration 55Q: 3 clusters Score -824231.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -824234.562500 Penalty: 2874.737305
	Iteration 56Q: 3 clusters Score -824234.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -824241.062500 Penalty: 2874.737305
	Iteration 57Q: 3 clusters Score -824241.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -824242.750000 Penalty: 2874.737305
	Iteration 58Q: 3 clusters Score -824242.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -824245.500000 Penalty: 2874.737305
	Iteration 59Q: 3 clusters Score -824245.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -824245.687500 Penalty: 2874.737305
	Iteration 60F: 3 clusters Score -824245.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -824245.375000 Penalty: 2874.737305
	Iteration 61Q: 3 clusters Score -824245.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -824247.812500 Penalty: 2874.737305
	Iteration 62Q: 3 clusters Score -824247.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -824248.937500 Penalty: 2874.737305
	Iteration 63Q: 3 clusters Score -824248.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -824248.937500 Penalty: 2874.737305
	Iteration 64Q: 3 clusters Score -824248.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -824248.375000 Penalty: 2874.737305
	Iteration 65Q: 3 clusters Score -824248.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -824248.375000 Penalty: 2874.737305
	Iteration 66F: 3 clusters Score -824248.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (87070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87070 members 
Entering Unmasked Estep 
Score: -11005887.000000 Penalty: 1848.351074
	Iteration 0F: 2 clusters Score -1.100589e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -10947990.000000 Penalty: 3696.702148
	Iteration 0F: 3 clusters Score -1.094799e+07 nChanged 41516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -10971943.000000 Penalty: 3696.702148
	Iteration 1F: 3 clusters Score -1.097194e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49027 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -10972827.000000 Penalty: 3696.702148
	Iteration 2Q: 3 clusters Score -1.097283e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52088 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -10974314.000000 Penalty: 3696.702148
	Iteration 3Q: 3 clusters Score -1.097431e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56671 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -10976926.000000 Penalty: 3696.702148
	Iteration 4F: 3 clusters Score -1.097693e+07 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63132 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -10981617.000000 Penalty: 3696.702148
	Iteration 5F: 3 clusters Score -1.098162e+07 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70935 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -10988417.000000 Penalty: 3696.702148
	Iteration 6F: 3 clusters Score -1.098842e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78467 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -10995834.000000 Penalty: 3696.702148
	Iteration 7F: 3 clusters Score -1.099583e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83645 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -11000919.000000 Penalty: 3696.702148
	Iteration 8F: 3 clusters Score -1.100092e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85895 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -11003205.000000 Penalty: 3696.702148
	Iteration 9Q: 3 clusters Score -1.10032e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86613 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -11003910.000000 Penalty: 3696.702148
	Iteration 10Q: 3 clusters Score -1.100391e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86802 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -11004120.000000 Penalty: 3696.702148
	Iteration 11Q: 3 clusters Score -1.100412e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86854 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -11004203.000000 Penalty: 3696.702148
	Iteration 12Q: 3 clusters Score -1.10042e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86871 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -11004258.000000 Penalty: 3696.702148
	Iteration 13Q: 3 clusters Score -1.100426e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86880 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11004271.000000 Penalty: 3696.702148
	Iteration 14Q: 3 clusters Score -1.100427e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86887 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -11004280.000000 Penalty: 3696.702148
	Iteration 15Q: 3 clusters Score -1.100428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86887 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -11004286.000000 Penalty: 3696.702148
	Iteration 16Q: 3 clusters Score -1.100429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86890 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -11004290.000000 Penalty: 3696.702148
	Iteration 17Q: 3 clusters Score -1.100429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86892 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -11004292.000000 Penalty: 3696.702148
	Iteration 18Q: 3 clusters Score -1.100429e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86893 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -11004288.000000 Penalty: 3696.702148
	Iteration 19Q: 3 clusters Score -1.100429e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86893 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -11004288.000000 Penalty: 3696.702148
	Iteration 20F: 3 clusters Score -1.100429e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (79991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79991 members 
Entering Unmasked Estep 
Score: -9734193.000000 Penalty: 1834.571167
	Iteration 0F: 2 clusters Score -9734193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -9680736.000000 Penalty: 3669.142334
	Iteration 0F: 3 clusters Score -9680736 nChanged 38032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39806 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -9703078.000000 Penalty: 3669.142334
	Iteration 1F: 3 clusters Score -9703078 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -9703928.000000 Penalty: 3669.142334
	Iteration 2Q: 3 clusters Score -9703928 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -9704948.000000 Penalty: 3669.142334
	Iteration 3Q: 3 clusters Score -9704948 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -9706133.000000 Penalty: 3669.142334
	Iteration 4Q: 3 clusters Score -9706133 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 42749 members 
Entering Unmasked Estep 
Score: -9707341.000000 Penalty: 3669.142334
	Iteration 5Q: 3 clusters Score -9707341 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 43968 members 
Entering Unmasked Estep 
Score: -9708651.000000 Penalty: 3669.142334
	Iteration 6Q: 3 clusters Score -9708651 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -9710084.000000 Penalty: 3669.142334
	Iteration 7Q: 3 clusters Score -9710084 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -9711909.000000 Penalty: 3669.142334
	Iteration 8Q: 3 clusters Score -9711909 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -9714150.000000 Penalty: 3669.142334
	Iteration 9Q: 3 clusters Score -9714150 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 50418 members 
Entering Unmasked Estep 
Score: -9716679.000000 Penalty: 3669.142334
	Iteration 10Q: 3 clusters Score -9716679 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 51872 members 
Entering Unmasked Estep 
Score: -9719112.000000 Penalty: 3669.142334
	Iteration 11Q: 3 clusters Score -9719112 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 52989 members 
Entering Unmasked Estep 
Score: -9720649.000000 Penalty: 3669.142334
	Iteration 12Q: 3 clusters Score -9720649 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 54001 members 
Entering Unmasked Estep 
Score: -9721477.000000 Penalty: 3669.142334
	Iteration 13Q: 3 clusters Score -9721477 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 55001 members 
Entering Unmasked Estep 
Score: -9721911.000000 Penalty: 3669.142334
	Iteration 14Q: 3 clusters Score -9721911 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 55945 members 
Entering Unmasked Estep 
Score: -9722230.000000 Penalty: 3669.142334
	Iteration 15Q: 3 clusters Score -9722230 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -9722575.000000 Penalty: 3669.142334
	Iteration 16Q: 3 clusters Score -9722575 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 57931 members 
Entering Unmasked Estep 
Score: -9722872.000000 Penalty: 3669.142334
	Iteration 17Q: 3 clusters Score -9722872 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 58953 members 
Entering Unmasked Estep 
Score: -9723220.000000 Penalty: 3669.142334
	Iteration 18Q: 3 clusters Score -9723220 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 59969 members 
Entering Unmasked Estep 
Score: -9723478.000000 Penalty: 3669.142334
	Iteration 19Q: 3 clusters Score -9723478 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 61071 members 
Entering Unmasked Estep 
Score: -9723789.000000 Penalty: 3669.142334
	Iteration 20F: 3 clusters Score -9723789 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 62199 members 
Entering Unmasked Estep 
Score: -9724157.000000 Penalty: 3669.142334
	Iteration 21Q: 3 clusters Score -9724157 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 63388 members 
Entering Unmasked Estep 
Score: -9724592.000000 Penalty: 3669.142334
	Iteration 22Q: 3 clusters Score -9724592 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 64621 members 
Entering Unmasked Estep 
Score: -9725037.000000 Penalty: 3669.142334
	Iteration 23Q: 3 clusters Score -9725037 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 65875 members 
Entering Unmasked Estep 
Score: -9725488.000000 Penalty: 3669.142334
	Iteration 24Q: 3 clusters Score -9725488 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 67176 members 
Entering Unmasked Estep 
Score: -9725968.000000 Penalty: 3669.142334
	Iteration 25Q: 3 clusters Score -9725968 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 68483 members 
Entering Unmasked Estep 
Score: -9726551.000000 Penalty: 3669.142334
	Iteration 26Q: 3 clusters Score -9726551 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 69834 members 
Entering Unmasked Estep 
Score: -9727235.000000 Penalty: 3669.142334
	Iteration 27Q: 3 clusters Score -9727235 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 71237 members 
Entering Unmasked Estep 
Score: -9727930.000000 Penalty: 3669.142334
	Iteration 28Q: 3 clusters Score -9727930 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 72590 members 
Entering Unmasked Estep 
Score: -9728638.000000 Penalty: 3669.142334
	Iteration 29Q: 3 clusters Score -9728638 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 73873 members 
Entering Unmasked Estep 
Score: -9729377.000000 Penalty: 3669.142334
	Iteration 30Q: 3 clusters Score -9729377 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 75062 members 
Entering Unmasked Estep 
Score: -9730054.000000 Penalty: 3669.142334
	Iteration 31Q: 3 clusters Score -9730054 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 76135 members 
Entering Unmasked Estep 
Score: -9730765.000000 Penalty: 3669.142334
	Iteration 32Q: 3 clusters Score -9730765 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 77088 members 
Entering Unmasked Estep 
Score: -9731449.000000 Penalty: 3669.142334
	Iteration 33Q: 3 clusters Score -9731449 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 77850 members 
Entering Unmasked Estep 
Score: -9732001.000000 Penalty: 3669.142334
	Iteration 34Q: 3 clusters Score -9732001 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 78393 members 
Entering Unmasked Estep 
Score: -9732388.000000 Penalty: 3669.142334
	Iteration 35Q: 3 clusters Score -9732388 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 78774 members 
Entering Unmasked Estep 
Score: -9732725.000000 Penalty: 3669.142334
	Iteration 36Q: 3 clusters Score -9732725 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 78990 members 
Entering Unmasked Estep 
Score: -9732988.000000 Penalty: 3669.142334
	Iteration 37Q: 3 clusters Score -9732988 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 79109 members 
Entering Unmasked Estep 
Score: -9733118.000000 Penalty: 3669.142334
	Iteration 38Q: 3 clusters Score -9733118 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 79171 members 
Entering Unmasked Estep 
Score: -9733161.000000 Penalty: 3669.142334
	Iteration 39Q: 3 clusters Score -9733161 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 79214 members 
Entering Unmasked Estep 
Score: -9733211.000000 Penalty: 3669.142334
	Iteration 40F: 3 clusters Score -9733211 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 79230 members 
Entering Unmasked Estep 
Score: -9733216.000000 Penalty: 3669.142334
	Iteration 41Q: 3 clusters Score -9733216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 79238 members 
Entering Unmasked Estep 
Score: -9733224.000000 Penalty: 3669.142334
	Iteration 42Q: 3 clusters Score -9733224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 79243 members 
Entering Unmasked Estep 
Score: -9733229.000000 Penalty: 3669.142334
	Iteration 43Q: 3 clusters Score -9733229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 79250 members 
Entering Unmasked Estep 
Score: -9733241.000000 Penalty: 3669.142334
	Iteration 44Q: 3 clusters Score -9733241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 79260 members 
Entering Unmasked Estep 
Score: -9733240.000000 Penalty: 3669.142334
	Iteration 45Q: 3 clusters Score -9733240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 79267 members 
Entering Unmasked Estep 
Score: -9733246.000000 Penalty: 3669.142334
	Iteration 46Q: 3 clusters Score -9733246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 79273 members 
Entering Unmasked Estep 
Score: -9733264.000000 Penalty: 3669.142334
	Iteration 47Q: 3 clusters Score -9733264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 79276 members 
Entering Unmasked Estep 
Score: -9733263.000000 Penalty: 3669.142334
	Iteration 48Q: 3 clusters Score -9733263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 79278 members 
Entering Unmasked Estep 
Score: -9733267.000000 Penalty: 3669.142334
	Iteration 49Q: 3 clusters Score -9733267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 79283 members 
Entering Unmasked Estep 
Score: -9733265.000000 Penalty: 3669.142334
	Iteration 50Q: 3 clusters Score -9733265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 79286 members 
Entering Unmasked Estep 
Score: -9733264.000000 Penalty: 3669.142334
	Iteration 51Q: 3 clusters Score -9733264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 79284 members 
Entering Unmasked Estep 
Score: -9733267.000000 Penalty: 3669.142334
	Iteration 52Q: 3 clusters Score -9733267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 79283 members 
Entering Unmasked Estep 
Score: -9733269.000000 Penalty: 3669.142334
	Iteration 53Q: 3 clusters Score -9733269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 79285 members 
Entering Unmasked Estep 
Score: -9733270.000000 Penalty: 3669.142334
	Iteration 54Q: 3 clusters Score -9733270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 79288 members 
Entering Unmasked Estep 
Score: -9733266.000000 Penalty: 3669.142334
	Iteration 55Q: 3 clusters Score -9733266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 79289 members 
Entering Unmasked Estep 
Score: -9733267.000000 Penalty: 3669.142334
	Iteration 56Q: 3 clusters Score -9733267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 79289 members 
Entering Unmasked Estep 
Score: -9733267.000000 Penalty: 3669.142334
	Iteration 57F: 3 clusters Score -9733267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (96243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96243 members 
Entering Unmasked Estep 
Score: -12098000.000000 Penalty: 1864.627563
	Iteration 0F: 2 clusters Score -1.2098e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48120 members 
Mstep: Class 2 contains 48123 members 
Entering Unmasked Estep 
Score: -12033965.000000 Penalty: 3729.255127
	Iteration 0F: 3 clusters Score -1.203396e+07 nChanged 46039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47755 members 
Mstep: Class 2 contains 48488 members 
Entering Unmasked Estep 
Score: -12061212.000000 Penalty: 3729.255127
	Iteration 1F: 3 clusters Score -1.206121e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47792 members 
Mstep: Class 2 contains 48451 members 
Entering Unmasked Estep 
Score: -12062433.000000 Penalty: 3729.255127
	Iteration 2Q: 3 clusters Score -1.206243e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 48449 members 
Entering Unmasked Estep 
Score: -12063857.000000 Penalty: 3729.255127
	Iteration 3Q: 3 clusters Score -1.206386e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -12065700.000000 Penalty: 3729.255127
	Iteration 4Q: 3 clusters Score -1.20657e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -12068386.000000 Penalty: 3729.255127
	Iteration 5F: 3 clusters Score -1.206839e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48596 members 
Mstep: Class 2 contains 47647 members 
Entering Unmasked Estep 
Score: -12071855.000000 Penalty: 3729.255127
	Iteration 6F: 3 clusters Score -1.207186e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48803 members 
Mstep: Class 2 contains 47440 members 
Entering Unmasked Estep 
Score: -12075557.000000 Penalty: 3729.255127
	Iteration 7F: 3 clusters Score -1.207556e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 47292 members 
Entering Unmasked Estep 
Score: -12079141.000000 Penalty: 3729.255127
	Iteration 8F: 3 clusters Score -1.207914e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -12081400.000000 Penalty: 3729.255127
	Iteration 9Q: 3 clusters Score -1.20814e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -12082306.000000 Penalty: 3729.255127
	Iteration 10Q: 3 clusters Score -1.208231e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -12082597.000000 Penalty: 3729.255127
	Iteration 11Q: 3 clusters Score -1.20826e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -12082712.000000 Penalty: 3729.255127
	Iteration 12Q: 3 clusters Score -1.208271e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49801 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -12082871.000000 Penalty: 3729.255127
	Iteration 13Q: 3 clusters Score -1.208287e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
Score: -12082903.000000 Penalty: 3729.255127
	Iteration 14Q: 3 clusters Score -1.20829e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -12083024.000000 Penalty: 3729.255127
	Iteration 15Q: 3 clusters Score -1.208302e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50206 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -12083095.000000 Penalty: 3729.255127
	Iteration 16Q: 3 clusters Score -1.20831e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50276 members 
Mstep: Class 2 contains 45967 members 
Entering Unmasked Estep 
Score: -12083162.000000 Penalty: 3729.255127
	Iteration 17Q: 3 clusters Score -1.208316e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50374 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -12083240.000000 Penalty: 3729.255127
	Iteration 18Q: 3 clusters Score -1.208324e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50497 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -12083368.000000 Penalty: 3729.255127
	Iteration 19Q: 3 clusters Score -1.208337e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50607 members 
Mstep: Class 2 contains 45636 members 
Entering Unmasked Estep 
Score: -12083385.000000 Penalty: 3729.255127
	Iteration 20F: 3 clusters Score -1.208338e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 45552 members 
Entering Unmasked Estep 
Score: -12083482.000000 Penalty: 3729.255127
	Iteration 21Q: 3 clusters Score -1.208348e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50806 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -12083609.000000 Penalty: 3729.255127
	Iteration 22Q: 3 clusters Score -1.208361e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50918 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -12083701.000000 Penalty: 3729.255127
	Iteration 23Q: 3 clusters Score -1.20837e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51044 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -12083738.000000 Penalty: 3729.255127
	Iteration 24Q: 3 clusters Score -1.208374e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51167 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -12083757.000000 Penalty: 3729.255127
	Iteration 25Q: 3 clusters Score -1.208376e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51252 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -12083827.000000 Penalty: 3729.255127
	Iteration 26Q: 3 clusters Score -1.208383e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51358 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -12083882.000000 Penalty: 3729.255127
	Iteration 27Q: 3 clusters Score -1.208388e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51478 members 
Mstep: Class 2 contains 44765 members 
Entering Unmasked Estep 
Score: -12083957.000000 Penalty: 3729.255127
	Iteration 28Q: 3 clusters Score -1.208396e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51591 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -12084042.000000 Penalty: 3729.255127
	Iteration 29Q: 3 clusters Score -1.208404e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51705 members 
Mstep: Class 2 contains 44538 members 
Entering Unmasked Estep 
Score: -12084079.000000 Penalty: 3729.255127
	Iteration 30Q: 3 clusters Score -1.208408e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -12084149.000000 Penalty: 3729.255127
	Iteration 31Q: 3 clusters Score -1.208415e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51873 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -12084191.000000 Penalty: 3729.255127
	Iteration 32Q: 3 clusters Score -1.208419e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -12084253.000000 Penalty: 3729.255127
	Iteration 33Q: 3 clusters Score -1.208425e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52066 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -12084240.000000 Penalty: 3729.255127
	Iteration 34Q: 3 clusters Score -1.208424e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52174 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -12084311.000000 Penalty: 3729.255127
	Iteration 35Q: 3 clusters Score -1.208431e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52280 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -12084420.000000 Penalty: 3729.255127
	Iteration 36Q: 3 clusters Score -1.208442e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52365 members 
Mstep: Class 2 contains 43878 members 
Entering Unmasked Estep 
Score: -12084472.000000 Penalty: 3729.255127
	Iteration 37Q: 3 clusters Score -1.208447e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52436 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -12084516.000000 Penalty: 3729.255127
	Iteration 38Q: 3 clusters Score -1.208452e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52525 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -12084564.000000 Penalty: 3729.255127
	Iteration 39Q: 3 clusters Score -1.208456e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52597 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -12084656.000000 Penalty: 3729.255127
	Iteration 40F: 3 clusters Score -1.208466e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -12084687.000000 Penalty: 3729.255127
	Iteration 41Q: 3 clusters Score -1.208469e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52665 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -12084710.000000 Penalty: 3729.255127
	Iteration 42Q: 3 clusters Score -1.208471e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52681 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -12084762.000000 Penalty: 3729.255127
	Iteration 43Q: 3 clusters Score -1.208476e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52679 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -12084787.000000 Penalty: 3729.255127
	Iteration 44Q: 3 clusters Score -1.208479e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52681 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -12084892.000000 Penalty: 3729.255127
	Iteration 45Q: 3 clusters Score -1.208489e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -12084946.000000 Penalty: 3729.255127
	Iteration 46Q: 3 clusters Score -1.208495e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52576 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -12084990.000000 Penalty: 3729.255127
	Iteration 47Q: 3 clusters Score -1.208499e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52444 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -12085043.000000 Penalty: 3729.255127
	Iteration 48Q: 3 clusters Score -1.208504e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52306 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -12085097.000000 Penalty: 3729.255127
	Iteration 49Q: 3 clusters Score -1.20851e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52165 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -12085148.000000 Penalty: 3729.255127
	Iteration 50Q: 3 clusters Score -1.208515e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52030 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -12085189.000000 Penalty: 3729.255127
	Iteration 51Q: 3 clusters Score -1.208519e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51839 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -12085278.000000 Penalty: 3729.255127
	Iteration 52Q: 3 clusters Score -1.208528e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51624 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -12085430.000000 Penalty: 3729.255127
	Iteration 53Q: 3 clusters Score -1.208543e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51437 members 
Mstep: Class 2 contains 44806 members 
Entering Unmasked Estep 
Score: -12085460.000000 Penalty: 3729.255127
	Iteration 54Q: 3 clusters Score -1.208546e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51257 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -12085589.000000 Penalty: 3729.255127
	Iteration 55Q: 3 clusters Score -1.208559e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51062 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -12085664.000000 Penalty: 3729.255127
	Iteration 56Q: 3 clusters Score -1.208566e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50843 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -12085767.000000 Penalty: 3729.255127
	Iteration 57Q: 3 clusters Score -1.208577e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50646 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -12085832.000000 Penalty: 3729.255127
	Iteration 58Q: 3 clusters Score -1.208583e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50437 members 
Mstep: Class 2 contains 45806 members 
Entering Unmasked Estep 
Score: -12085923.000000 Penalty: 3729.255127
	Iteration 59Q: 3 clusters Score -1.208592e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50210 members 
Mstep: Class 2 contains 46033 members 
Entering Unmasked Estep 
Score: -12086073.000000 Penalty: 3729.255127
	Iteration 60F: 3 clusters Score -1.208607e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49965 members 
Mstep: Class 2 contains 46278 members 
Entering Unmasked Estep 
Score: -12086159.000000 Penalty: 3729.255127
	Iteration 61Q: 3 clusters Score -1.208616e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49675 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -12086236.000000 Penalty: 3729.255127
	Iteration 62Q: 3 clusters Score -1.208624e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49355 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -12086310.000000 Penalty: 3729.255127
	Iteration 63Q: 3 clusters Score -1.208631e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 47273 members 
Entering Unmasked Estep 
Score: -12086437.000000 Penalty: 3729.255127
	Iteration 64Q: 3 clusters Score -1.208644e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 47703 members 
Entering Unmasked Estep 
Score: -12086515.000000 Penalty: 3729.255127
	Iteration 65Q: 3 clusters Score -1.208652e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48077 members 
Mstep: Class 2 contains 48166 members 
Entering Unmasked Estep 
Score: -12086632.000000 Penalty: 3729.255127
	Iteration 66Q: 3 clusters Score -1.208663e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 48659 members 
Entering Unmasked Estep 
Score: -12086689.000000 Penalty: 3729.255127
	Iteration 67Q: 3 clusters Score -1.208669e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47070 members 
Mstep: Class 2 contains 49173 members 
Entering Unmasked Estep 
Score: -12086780.000000 Penalty: 3729.255127
	Iteration 68Q: 3 clusters Score -1.208678e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 49711 members 
Entering Unmasked Estep 
Score: -12086862.000000 Penalty: 3729.255127
	Iteration 69Q: 3 clusters Score -1.208686e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -12086991.000000 Penalty: 3729.255127
	Iteration 70Q: 3 clusters Score -1.208699e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 50856 members 
Entering Unmasked Estep 
Score: -12087059.000000 Penalty: 3729.255127
	Iteration 71Q: 3 clusters Score -1.208706e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44752 members 
Mstep: Class 2 contains 51491 members 
Entering Unmasked Estep 
Score: -12087141.000000 Penalty: 3729.255127
	Iteration 72Q: 3 clusters Score -1.208714e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 52151 members 
Entering Unmasked Estep 
Score: -12087207.000000 Penalty: 3729.255127
	Iteration 73Q: 3 clusters Score -1.208721e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 52803 members 
Entering Unmasked Estep 
Score: -12087296.000000 Penalty: 3729.255127
	Iteration 74Q: 3 clusters Score -1.20873e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 53488 members 
Entering Unmasked Estep 
Score: -12087379.000000 Penalty: 3729.255127
	Iteration 75Q: 3 clusters Score -1.208738e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 54206 members 
Entering Unmasked Estep 
Score: -12087487.000000 Penalty: 3729.255127
	Iteration 76Q: 3 clusters Score -1.208749e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 54974 members 
Entering Unmasked Estep 
Score: -12087518.000000 Penalty: 3729.255127
	Iteration 77Q: 3 clusters Score -1.208752e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 55750 members 
Entering Unmasked Estep 
Score: -12087609.000000 Penalty: 3729.255127
	Iteration 78Q: 3 clusters Score -1.208761e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 56587 members 
Entering Unmasked Estep 
Score: -12087653.000000 Penalty: 3729.255127
	Iteration 79Q: 3 clusters Score -1.208765e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 57467 members 
Entering Unmasked Estep 
Score: -12087711.000000 Penalty: 3729.255127
	Iteration 80F: 3 clusters Score -1.208771e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 58398 members 
Entering Unmasked Estep 
Score: -12087805.000000 Penalty: 3729.255127
	Iteration 81Q: 3 clusters Score -1.20878e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 59369 members 
Entering Unmasked Estep 
Score: -12087887.000000 Penalty: 3729.255127
	Iteration 82Q: 3 clusters Score -1.208789e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 60380 members 
Entering Unmasked Estep 
Score: -12088016.000000 Penalty: 3729.255127
	Iteration 83Q: 3 clusters Score -1.208802e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 61424 members 
Entering Unmasked Estep 
Score: -12088145.000000 Penalty: 3729.255127
	Iteration 84Q: 3 clusters Score -1.208814e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 62485 members 
Entering Unmasked Estep 
Score: -12088324.000000 Penalty: 3729.255127
	Iteration 85Q: 3 clusters Score -1.208832e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 63538 members 
Entering Unmasked Estep 
Score: -12088511.000000 Penalty: 3729.255127
	Iteration 86Q: 3 clusters Score -1.208851e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 64652 members 
Entering Unmasked Estep 
Score: -12088590.000000 Penalty: 3729.255127
	Iteration 87Q: 3 clusters Score -1.208859e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 65784 members 
Entering Unmasked Estep 
Score: -12088809.000000 Penalty: 3729.255127
	Iteration 88Q: 3 clusters Score -1.208881e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 66945 members 
Entering Unmasked Estep 
Score: -12089021.000000 Penalty: 3729.255127
	Iteration 89Q: 3 clusters Score -1.208902e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 68154 members 
Entering Unmasked Estep 
Score: -12089273.000000 Penalty: 3729.255127
	Iteration 90Q: 3 clusters Score -1.208927e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 69441 members 
Entering Unmasked Estep 
Score: -12089492.000000 Penalty: 3729.255127
	Iteration 91Q: 3 clusters Score -1.208949e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 70774 members 
Entering Unmasked Estep 
Score: -12089729.000000 Penalty: 3729.255127
	Iteration 92Q: 3 clusters Score -1.208973e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 72063 members 
Entering Unmasked Estep 
Score: -12089955.000000 Penalty: 3729.255127
	Iteration 93Q: 3 clusters Score -1.208996e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 73357 members 
Entering Unmasked Estep 
Score: -12090225.000000 Penalty: 3729.255127
	Iteration 94Q: 3 clusters Score -1.209022e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 74704 members 
Entering Unmasked Estep 
Score: -12090470.000000 Penalty: 3729.255127
	Iteration 95Q: 3 clusters Score -1.209047e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 76059 members 
Entering Unmasked Estep 
Score: -12090853.000000 Penalty: 3729.255127
	Iteration 96Q: 3 clusters Score -1.209085e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 77448 members 
Entering Unmasked Estep 
Score: -12091136.000000 Penalty: 3729.255127
	Iteration 97Q: 3 clusters Score -1.209114e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 78787 members 
Entering Unmasked Estep 
Score: -12091508.000000 Penalty: 3729.255127
	Iteration 98Q: 3 clusters Score -1.209151e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 80091 members 
Entering Unmasked Estep 
Score: -12091866.000000 Penalty: 3729.255127
	Iteration 99Q: 3 clusters Score -1.209187e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 81383 members 
Entering Unmasked Estep 
Score: -12092190.000000 Penalty: 3729.255127
	Iteration 100F: 3 clusters Score -1.209219e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 82604 members 
Entering Unmasked Estep 
Score: -12092593.000000 Penalty: 3729.255127
	Iteration 101Q: 3 clusters Score -1.209259e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 83795 members 
Entering Unmasked Estep 
Score: -12092998.000000 Penalty: 3729.255127
	Iteration 102Q: 3 clusters Score -1.2093e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 84924 members 
Entering Unmasked Estep 
Score: -12093354.000000 Penalty: 3729.255127
	Iteration 103Q: 3 clusters Score -1.209335e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 86028 members 
Entering Unmasked Estep 
Score: -12093720.000000 Penalty: 3729.255127
	Iteration 104Q: 3 clusters Score -1.209372e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 87083 members 
Entering Unmasked Estep 
Score: -12094109.000000 Penalty: 3729.255127
	Iteration 105Q: 3 clusters Score -1.209411e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 88014 members 
Entering Unmasked Estep 
Score: -12094389.000000 Penalty: 3729.255127
	Iteration 106Q: 3 clusters Score -1.209439e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 88841 members 
Entering Unmasked Estep 
Score: -12094682.000000 Penalty: 3729.255127
	Iteration 107Q: 3 clusters Score -1.209468e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 89648 members 
Entering Unmasked Estep 
Score: -12094866.000000 Penalty: 3729.255127
	Iteration 108Q: 3 clusters Score -1.209487e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 90353 members 
Entering Unmasked Estep 
Score: -12095104.000000 Penalty: 3729.255127
	Iteration 109Q: 3 clusters Score -1.20951e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 90988 members 
Entering Unmasked Estep 
Score: -12095364.000000 Penalty: 3729.255127
	Iteration 110Q: 3 clusters Score -1.209536e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 91554 members 
Entering Unmasked Estep 
Score: -12095547.000000 Penalty: 3729.255127
	Iteration 111Q: 3 clusters Score -1.209555e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 92003 members 
Entering Unmasked Estep 
Score: -12095670.000000 Penalty: 3729.255127
	Iteration 112Q: 3 clusters Score -1.209567e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 92392 members 
Entering Unmasked Estep 
Score: -12095805.000000 Penalty: 3729.255127
	Iteration 113Q: 3 clusters Score -1.20958e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 92761 members 
Entering Unmasked Estep 
Score: -12095984.000000 Penalty: 3729.255127
	Iteration 114Q: 3 clusters Score -1.209598e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 93115 members 
Entering Unmasked Estep 
Score: -12096090.000000 Penalty: 3729.255127
	Iteration 115Q: 3 clusters Score -1.209609e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 93430 members 
Entering Unmasked Estep 
Score: -12096176.000000 Penalty: 3729.255127
	Iteration 116Q: 3 clusters Score -1.209618e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 93691 members 
Entering Unmasked Estep 
Score: -12096302.000000 Penalty: 3729.255127
	Iteration 117Q: 3 clusters Score -1.20963e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 93922 members 
Entering Unmasked Estep 
Score: -12096376.000000 Penalty: 3729.255127
	Iteration 118Q: 3 clusters Score -1.209638e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 94131 members 
Entering Unmasked Estep 
Score: -12096440.000000 Penalty: 3729.255127
	Iteration 119Q: 3 clusters Score -1.209644e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 94312 members 
Entering Unmasked Estep 
Score: -12096498.000000 Penalty: 3729.255127
	Iteration 120F: 3 clusters Score -1.20965e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 94463 members 
Entering Unmasked Estep 
Score: -12096535.000000 Penalty: 3729.255127
	Iteration 121Q: 3 clusters Score -1.209654e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 94564 members 
Entering Unmasked Estep 
Score: -12096541.000000 Penalty: 3729.255127
	Iteration 122Q: 3 clusters Score -1.209654e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 94658 members 
Entering Unmasked Estep 
Score: -12096551.000000 Penalty: 3729.255127
	Iteration 123Q: 3 clusters Score -1.209655e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 94730 members 
Entering Unmasked Estep 
Score: -12096572.000000 Penalty: 3729.255127
	Iteration 124Q: 3 clusters Score -1.209657e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 94806 members 
Entering Unmasked Estep 
Score: -12096589.000000 Penalty: 3729.255127
	Iteration 125Q: 3 clusters Score -1.209659e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 94875 members 
Entering Unmasked Estep 
Score: -12096603.000000 Penalty: 3729.255127
	Iteration 126Q: 3 clusters Score -1.20966e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 94935 members 
Entering Unmasked Estep 
Score: -12096600.000000 Penalty: 3729.255127
	Iteration 127Q: 3 clusters Score -1.20966e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 94985 members 
Entering Unmasked Estep 
Score: -12096586.000000 Penalty: 3729.255127
	Iteration 128Q: 3 clusters Score -1.209659e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 95033 members 
Entering Unmasked Estep 
Score: -12096608.000000 Penalty: 3729.255127
	Iteration 129Q: 3 clusters Score -1.209661e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 95080 members 
Entering Unmasked Estep 
Score: -12096619.000000 Penalty: 3729.255127
	Iteration 130Q: 3 clusters Score -1.209662e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 95120 members 
Entering Unmasked Estep 
Score: -12096609.000000 Penalty: 3729.255127
	Iteration 131Q: 3 clusters Score -1.209661e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 95158 members 
Entering Unmasked Estep 
Score: -12096613.000000 Penalty: 3729.255127
	Iteration 132Q: 3 clusters Score -1.209661e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 95183 members 
Entering Unmasked Estep 
Score: -12096629.000000 Penalty: 3729.255127
	Iteration 133Q: 3 clusters Score -1.209663e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 95199 members 
Entering Unmasked Estep 
Score: -12096625.000000 Penalty: 3729.255127
	Iteration 134Q: 3 clusters Score -1.209662e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 95214 members 
Entering Unmasked Estep 
Score: -12096627.000000 Penalty: 3729.255127
	Iteration 135Q: 3 clusters Score -1.209663e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 95234 members 
Entering Unmasked Estep 
Score: -12096624.000000 Penalty: 3729.255127
	Iteration 136Q: 3 clusters Score -1.209662e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 95250 members 
Entering Unmasked Estep 
Score: -12096624.000000 Penalty: 3729.255127
	Iteration 137Q: 3 clusters Score -1.209662e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 95262 members 
Entering Unmasked Estep 
Score: -12096611.000000 Penalty: 3729.255127
	Iteration 138Q: 3 clusters Score -1.209661e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 95270 members 
Entering Unmasked Estep 
Score: -12096612.000000 Penalty: 3729.255127
	Iteration 139Q: 3 clusters Score -1.209661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 95278 members 
Entering Unmasked Estep 
Score: -12096608.000000 Penalty: 3729.255127
	Iteration 140F: 3 clusters Score -1.209661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 95282 members 
Entering Unmasked Estep 
Score: -12096615.000000 Penalty: 3729.255127
	Iteration 141Q: 3 clusters Score -1.209662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 95289 members 
Entering Unmasked Estep 
Score: -12096623.000000 Penalty: 3729.255127
	Iteration 142Q: 3 clusters Score -1.209662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 95293 members 
Entering Unmasked Estep 
Score: -12096612.000000 Penalty: 3729.255127
	Iteration 143Q: 3 clusters Score -1.209661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 95298 members 
Entering Unmasked Estep 
Score: -12096617.000000 Penalty: 3729.255127
	Iteration 144Q: 3 clusters Score -1.209662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 95304 members 
Entering Unmasked Estep 
Score: -12096616.000000 Penalty: 3729.255127
	Iteration 145Q: 3 clusters Score -1.209662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 95312 members 
Entering Unmasked Estep 
Score: -12096606.000000 Penalty: 3729.255127
	Iteration 146Q: 3 clusters Score -1.209661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 95318 members 
Entering Unmasked Estep 
Score: -12096614.000000 Penalty: 3729.255127
	Iteration 147Q: 3 clusters Score -1.209661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 95329 members 
Entering Unmasked Estep 
Score: -12096604.000000 Penalty: 3729.255127
	Iteration 148Q: 3 clusters Score -1.20966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 95334 members 
Entering Unmasked Estep 
Score: -12096603.000000 Penalty: 3729.255127
	Iteration 149Q: 3 clusters Score -1.20966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 95337 members 
Entering Unmasked Estep 
Score: -12096615.000000 Penalty: 3729.255127
	Iteration 150Q: 3 clusters Score -1.209662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 95339 members 
Entering Unmasked Estep 
Score: -12096618.000000 Penalty: 3729.255127
	Iteration 151Q: 3 clusters Score -1.209662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 95343 members 
Entering Unmasked Estep 
Score: -12096609.000000 Penalty: 3729.255127
	Iteration 152Q: 3 clusters Score -1.209661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 95346 members 
Entering Unmasked Estep 
Score: -12096617.000000 Penalty: 3729.255127
	Iteration 153Q: 3 clusters Score -1.209662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 95348 members 
Entering Unmasked Estep 
Score: -12096624.000000 Penalty: 3729.255127
	Iteration 154Q: 3 clusters Score -1.209662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 95351 members 
Entering Unmasked Estep 
Score: -12096634.000000 Penalty: 3729.255127
	Iteration 155Q: 3 clusters Score -1.209663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 95354 members 
Entering Unmasked Estep 
Score: -12096623.000000 Penalty: 3729.255127
	Iteration 156Q: 3 clusters Score -1.209662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 95359 members 
Entering Unmasked Estep 
Score: -12096621.000000 Penalty: 3729.255127
	Iteration 157Q: 3 clusters Score -1.209662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 95364 members 
Entering Unmasked Estep 
Score: -12096625.000000 Penalty: 3729.255127
	Iteration 158Q: 3 clusters Score -1.209662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 95368 members 
Entering Unmasked Estep 
Score: -12096628.000000 Penalty: 3729.255127
	Iteration 159Q: 3 clusters Score -1.209663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 95373 members 
Entering Unmasked Estep 
Score: -12096624.000000 Penalty: 3729.255127
	Iteration 160F: 3 clusters Score -1.209662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 95378 members 
Entering Unmasked Estep 
Score: -12096650.000000 Penalty: 3729.255127
	Iteration 161Q: 3 clusters Score -1.209665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 95382 members 
Entering Unmasked Estep 
Score: -12096647.000000 Penalty: 3729.255127
	Iteration 162Q: 3 clusters Score -1.209665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 95386 members 
Entering Unmasked Estep 
Score: -12096655.000000 Penalty: 3729.255127
	Iteration 163Q: 3 clusters Score -1.209666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 95390 members 
Entering Unmasked Estep 
Score: -12096652.000000 Penalty: 3729.255127
	Iteration 164Q: 3 clusters Score -1.209665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 95397 members 
Entering Unmasked Estep 
Score: -12096666.000000 Penalty: 3729.255127
	Iteration 165Q: 3 clusters Score -1.209667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 95402 members 
Entering Unmasked Estep 
Score: -12096660.000000 Penalty: 3729.255127
	Iteration 166Q: 3 clusters Score -1.209666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 95406 members 
Entering Unmasked Estep 
Score: -12096657.000000 Penalty: 3729.255127
	Iteration 167Q: 3 clusters Score -1.209666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 95407 members 
Entering Unmasked Estep 
Score: -12096665.000000 Penalty: 3729.255127
	Iteration 168Q: 3 clusters Score -1.209666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 95409 members 
Entering Unmasked Estep 
Score: -12096675.000000 Penalty: 3729.255127
	Iteration 169Q: 3 clusters Score -1.209668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 95409 members 
Entering Unmasked Estep 
Score: -12096669.000000 Penalty: 3729.255127
	Iteration 170Q: 3 clusters Score -1.209667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 95409 members 
Entering Unmasked Estep 
Score: -12096669.000000 Penalty: 3729.255127
	Iteration 171F: 3 clusters Score -1.209667e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (50242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50242 members 
Entering Unmasked Estep 
Score: -6243210.000000 Penalty: 1758.998657
	Iteration 0F: 2 clusters Score -6243210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -6209419.000000 Penalty: 3517.997314
	Iteration 0F: 3 clusters Score -6209419 nChanged 23815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -6223806.500000 Penalty: 3517.997314
	Iteration 1F: 3 clusters Score -6223806 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -6225067.500000 Penalty: 3517.997314
	Iteration 2F: 3 clusters Score -6225068 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -6226514.500000 Penalty: 3517.997314
	Iteration 3F: 3 clusters Score -6226514 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -6228265.500000 Penalty: 3517.997314
	Iteration 4F: 3 clusters Score -6228266 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -6230160.000000 Penalty: 3517.997314
	Iteration 5F: 3 clusters Score -6230160 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -6232095.500000 Penalty: 3517.997314
	Iteration 6F: 3 clusters Score -6232096 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -6233884.500000 Penalty: 3517.997314
	Iteration 7F: 3 clusters Score -6233884 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -6235520.500000 Penalty: 3517.997314
	Iteration 8Q: 3 clusters Score -6235520 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -6236898.500000 Penalty: 3517.997314
	Iteration 9Q: 3 clusters Score -6236898 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -6237955.500000 Penalty: 3517.997314
	Iteration 10Q: 3 clusters Score -6237956 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -6238700.500000 Penalty: 3517.997314
	Iteration 11Q: 3 clusters Score -6238700 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -6239403.500000 Penalty: 3517.997314
	Iteration 12Q: 3 clusters Score -6239404 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -6239956.000000 Penalty: 3517.997314
	Iteration 13Q: 3 clusters Score -6239956 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -6240384.500000 Penalty: 3517.997314
	Iteration 14Q: 3 clusters Score -6240384 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -6240738.000000 Penalty: 3517.997314
	Iteration 15Q: 3 clusters Score -6240738 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 46168 members 
Entering Unmasked Estep 
Score: -6241030.500000 Penalty: 3517.997314
	Iteration 16Q: 3 clusters Score -6241030 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 46516 members 
Entering Unmasked Estep 
Score: -6241268.500000 Penalty: 3517.997314
	Iteration 17Q: 3 clusters Score -6241268 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 46797 members 
Entering Unmasked Estep 
Score: -6241449.000000 Penalty: 3517.997314
	Iteration 18Q: 3 clusters Score -6241449 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 47008 members 
Entering Unmasked Estep 
Score: -6241576.500000 Penalty: 3517.997314
	Iteration 19Q: 3 clusters Score -6241576 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 47182 members 
Entering Unmasked Estep 
Score: -6241647.000000 Penalty: 3517.997314
	Iteration 20F: 3 clusters Score -6241647 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 47342 members 
Entering Unmasked Estep 
Score: -6241697.500000 Penalty: 3517.997314
	Iteration 21Q: 3 clusters Score -6241698 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -6241754.500000 Penalty: 3517.997314
	Iteration 22Q: 3 clusters Score -6241754 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 47608 members 
Entering Unmasked Estep 
Score: -6241802.000000 Penalty: 3517.997314
	Iteration 23Q: 3 clusters Score -6241802 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -6241867.000000 Penalty: 3517.997314
	Iteration 24Q: 3 clusters Score -6241867 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -6241876.000000 Penalty: 3517.997314
	Iteration 25Q: 3 clusters Score -6241876 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 47855 members 
Entering Unmasked Estep 
Score: -6241908.500000 Penalty: 3517.997314
	Iteration 26Q: 3 clusters Score -6241908 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -6241918.500000 Penalty: 3517.997314
	Iteration 27Q: 3 clusters Score -6241918 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 47953 members 
Entering Unmasked Estep 
Score: -6241929.500000 Penalty: 3517.997314
	Iteration 28Q: 3 clusters Score -6241930 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 48009 members 
Entering Unmasked Estep 
Score: -6241937.500000 Penalty: 3517.997314
	Iteration 29Q: 3 clusters Score -6241938 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 48056 members 
Entering Unmasked Estep 
Score: -6241951.000000 Penalty: 3517.997314
	Iteration 30Q: 3 clusters Score -6241951 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 48093 members 
Entering Unmasked Estep 
Score: -6241959.000000 Penalty: 3517.997314
	Iteration 31Q: 3 clusters Score -6241959 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -6241977.500000 Penalty: 3517.997314
	Iteration 32Q: 3 clusters Score -6241978 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -6241983.500000 Penalty: 3517.997314
	Iteration 33Q: 3 clusters Score -6241984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 48211 members 
Entering Unmasked Estep 
Score: -6241991.500000 Penalty: 3517.997314
	Iteration 34Q: 3 clusters Score -6241992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 48235 members 
Entering Unmasked Estep 
Score: -6241995.000000 Penalty: 3517.997314
	Iteration 35Q: 3 clusters Score -6241995 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -6241991.500000 Penalty: 3517.997314
	Iteration 36Q: 3 clusters Score -6241992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 48281 members 
Entering Unmasked Estep 
Score: -6241994.000000 Penalty: 3517.997314
	Iteration 37Q: 3 clusters Score -6241994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 48304 members 
Entering Unmasked Estep 
Score: -6242008.500000 Penalty: 3517.997314
	Iteration 38Q: 3 clusters Score -6242008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -6242010.000000 Penalty: 3517.997314
	Iteration 39Q: 3 clusters Score -6242010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 48348 members 
Entering Unmasked Estep 
Score: -6242023.000000 Penalty: 3517.997314
	Iteration 40F: 3 clusters Score -6242023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -6242017.500000 Penalty: 3517.997314
	Iteration 41Q: 3 clusters Score -6242018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -6242018.500000 Penalty: 3517.997314
	Iteration 42Q: 3 clusters Score -6242018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 48376 members 
Entering Unmasked Estep 
Score: -6242018.500000 Penalty: 3517.997314
	Iteration 43Q: 3 clusters Score -6242018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -6242014.500000 Penalty: 3517.997314
	Iteration 44Q: 3 clusters Score -6242014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 48387 members 
Entering Unmasked Estep 
Score: -6242018.000000 Penalty: 3517.997314
	Iteration 45Q: 3 clusters Score -6242018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 48388 members 
Entering Unmasked Estep 
Score: -6242020.500000 Penalty: 3517.997314
	Iteration 46Q: 3 clusters Score -6242020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 48390 members 
Entering Unmasked Estep 
Score: -6242024.000000 Penalty: 3517.997314
	Iteration 47Q: 3 clusters Score -6242024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -6242029.000000 Penalty: 3517.997314
	Iteration 48Q: 3 clusters Score -6242029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 48397 members 
Entering Unmasked Estep 
Score: -6242029.500000 Penalty: 3517.997314
	Iteration 49Q: 3 clusters Score -6242030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 48403 members 
Entering Unmasked Estep 
Score: -6242036.000000 Penalty: 3517.997314
	Iteration 50Q: 3 clusters Score -6242036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 48406 members 
Entering Unmasked Estep 
Score: -6242033.500000 Penalty: 3517.997314
	Iteration 51Q: 3 clusters Score -6242034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 48410 members 
Entering Unmasked Estep 
Score: -6242041.000000 Penalty: 3517.997314
	Iteration 52Q: 3 clusters Score -6242041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 48414 members 
Entering Unmasked Estep 
Score: -6242043.500000 Penalty: 3517.997314
	Iteration 53Q: 3 clusters Score -6242044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 48421 members 
Entering Unmasked Estep 
Score: -6242049.000000 Penalty: 3517.997314
	Iteration 54Q: 3 clusters Score -6242049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
Score: -6242046.500000 Penalty: 3517.997314
	Iteration 55Q: 3 clusters Score -6242046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 48430 members 
Entering Unmasked Estep 
Score: -6242050.500000 Penalty: 3517.997314
	Iteration 56Q: 3 clusters Score -6242050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 48431 members 
Entering Unmasked Estep 
Score: -6242050.000000 Penalty: 3517.997314
	Iteration 57Q: 3 clusters Score -6242050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 48431 members 
Entering Unmasked Estep 
Score: -6242050.000000 Penalty: 3517.997314
	Iteration 58F: 3 clusters Score -6242050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Entering Unmasked Estep 
Score: -624820.562500 Penalty: 1384.336060
	Iteration 0F: 2 clusters Score -624820.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -620880.187500 Penalty: 2768.672119
	Iteration 0F: 3 clusters Score -620880.2 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -622069.562500 Penalty: 2768.672119
	Iteration 1F: 3 clusters Score -622069.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -622307.562500 Penalty: 2768.672119
	Iteration 2F: 3 clusters Score -622307.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -622490.937500 Penalty: 2768.672119
	Iteration 3F: 3 clusters Score -622490.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -622648.812500 Penalty: 2768.672119
	Iteration 4F: 3 clusters Score -622648.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -622780.687500 Penalty: 2768.672119
	Iteration 5Q: 3 clusters Score -622780.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -622902.187500 Penalty: 2768.672119
	Iteration 6Q: 3 clusters Score -622902.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -623002.000000 Penalty: 2768.672119
	Iteration 7Q: 3 clusters Score -623002 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -623074.187500 Penalty: 2768.672119
	Iteration 8Q: 3 clusters Score -623074.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -623146.312500 Penalty: 2768.672119
	Iteration 9Q: 3 clusters Score -623146.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -623227.812500 Penalty: 2768.672119
	Iteration 10Q: 3 clusters Score -623227.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -623305.062500 Penalty: 2768.672119
	Iteration 11Q: 3 clusters Score -623305.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -623365.437500 Penalty: 2768.672119
	Iteration 12Q: 3 clusters Score -623365.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -623413.250000 Penalty: 2768.672119
	Iteration 13Q: 3 clusters Score -623413.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -623451.187500 Penalty: 2768.672119
	Iteration 14Q: 3 clusters Score -623451.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -623489.125000 Penalty: 2768.672119
	Iteration 15Q: 3 clusters Score -623489.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -623524.562500 Penalty: 2768.672119
	Iteration 16Q: 3 clusters Score -623524.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -623548.562500 Penalty: 2768.672119
	Iteration 17Q: 3 clusters Score -623548.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -623562.312500 Penalty: 2768.672119
	Iteration 18Q: 3 clusters Score -623562.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -623573.875000 Penalty: 2768.672119
	Iteration 19Q: 3 clusters Score -623573.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -623582.687500 Penalty: 2768.672119
	Iteration 20F: 3 clusters Score -623582.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -623588.062500 Penalty: 2768.672119
	Iteration 21Q: 3 clusters Score -623588.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -623591.250000 Penalty: 2768.672119
	Iteration 22Q: 3 clusters Score -623591.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -623593.750000 Penalty: 2768.672119
	Iteration 23Q: 3 clusters Score -623593.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -623596.000000 Penalty: 2768.672119
	Iteration 24Q: 3 clusters Score -623596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -623599.750000 Penalty: 2768.672119
	Iteration 25Q: 3 clusters Score -623599.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -623599.812500 Penalty: 2768.672119
	Iteration 26Q: 3 clusters Score -623599.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -623601.812500 Penalty: 2768.672119
	Iteration 27Q: 3 clusters Score -623601.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -623602.687500 Penalty: 2768.672119
	Iteration 28Q: 3 clusters Score -623602.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -623603.562500 Penalty: 2768.672119
	Iteration 29Q: 3 clusters Score -623603.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -623605.250000 Penalty: 2768.672119
	Iteration 30Q: 3 clusters Score -623605.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -623607.750000 Penalty: 2768.672119
	Iteration 31Q: 3 clusters Score -623607.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -623609.625000 Penalty: 2768.672119
	Iteration 32Q: 3 clusters Score -623609.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -623615.000000 Penalty: 2768.672119
	Iteration 33Q: 3 clusters Score -623615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -623615.625000 Penalty: 2768.672119
	Iteration 34Q: 3 clusters Score -623615.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -623619.250000 Penalty: 2768.672119
	Iteration 35Q: 3 clusters Score -623619.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -623621.250000 Penalty: 2768.672119
	Iteration 36Q: 3 clusters Score -623621.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -623623.000000 Penalty: 2768.672119
	Iteration 37Q: 3 clusters Score -623623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -623625.562500 Penalty: 2768.672119
	Iteration 38Q: 3 clusters Score -623625.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -623629.812500 Penalty: 2768.672119
	Iteration 39Q: 3 clusters Score -623629.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -623634.437500 Penalty: 2768.672119
	Iteration 40F: 3 clusters Score -623634.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -623636.937500 Penalty: 2768.672119
	Iteration 41Q: 3 clusters Score -623636.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -623638.687500 Penalty: 2768.672119
	Iteration 42Q: 3 clusters Score -623638.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -623640.500000 Penalty: 2768.672119
	Iteration 43Q: 3 clusters Score -623640.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -623641.500000 Penalty: 2768.672119
	Iteration 44Q: 3 clusters Score -623641.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -623642.500000 Penalty: 2768.672119
	Iteration 45Q: 3 clusters Score -623642.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -623644.875000 Penalty: 2768.672119
	Iteration 46Q: 3 clusters Score -623644.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -623644.000000 Penalty: 2768.672119
	Iteration 47Q: 3 clusters Score -623644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -623644.000000 Penalty: 2768.672119
	Iteration 48F: 3 clusters Score -623644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (104075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104075 members 
Entering Unmasked Estep 
Score: -13114715.000000 Penalty: 1877.340820
	Iteration 0F: 2 clusters Score -1.311472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52049 members 
Mstep: Class 2 contains 52026 members 
Entering Unmasked Estep 
Score: -13047903.000000 Penalty: 3754.681641
	Iteration 0F: 3 clusters Score -1.30479e+07 nChanged 49775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51766 members 
Mstep: Class 2 contains 52309 members 
Entering Unmasked Estep 
Score: -13077580.000000 Penalty: 3754.681641
	Iteration 1F: 3 clusters Score -1.307758e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51654 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
Score: -13078828.000000 Penalty: 3754.681641
	Iteration 2Q: 3 clusters Score -1.307883e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51476 members 
Mstep: Class 2 contains 52599 members 
Entering Unmasked Estep 
Score: -13080565.000000 Penalty: 3754.681641
	Iteration 3Q: 3 clusters Score -1.308056e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51185 members 
Mstep: Class 2 contains 52890 members 
Entering Unmasked Estep 
Score: -13083427.000000 Penalty: 3754.681641
	Iteration 4F: 3 clusters Score -1.308343e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -13088279.000000 Penalty: 3754.681641
	Iteration 5F: 3 clusters Score -1.308828e+07 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50545 members 
Mstep: Class 2 contains 53530 members 
Entering Unmasked Estep 
Score: -13094777.000000 Penalty: 3754.681641
	Iteration 6F: 3 clusters Score -1.309478e+07 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50530 members 
Mstep: Class 2 contains 53545 members 
Entering Unmasked Estep 
Score: -13099864.000000 Penalty: 3754.681641
	Iteration 7F: 3 clusters Score -1.309986e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 53152 members 
Entering Unmasked Estep 
Score: -13101921.000000 Penalty: 3754.681641
	Iteration 8F: 3 clusters Score -1.310192e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51666 members 
Mstep: Class 2 contains 52409 members 
Entering Unmasked Estep 
Score: -13102771.000000 Penalty: 3754.681641
	Iteration 9Q: 3 clusters Score -1.310277e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52518 members 
Mstep: Class 2 contains 51557 members 
Entering Unmasked Estep 
Score: -13103173.000000 Penalty: 3754.681641
	Iteration 10Q: 3 clusters Score -1.310317e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 50739 members 
Entering Unmasked Estep 
Score: -13103584.000000 Penalty: 3754.681641
	Iteration 11Q: 3 clusters Score -1.310358e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54142 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -13103917.000000 Penalty: 3754.681641
	Iteration 12Q: 3 clusters Score -1.310392e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54809 members 
Mstep: Class 2 contains 49266 members 
Entering Unmasked Estep 
Score: -13104212.000000 Penalty: 3754.681641
	Iteration 13Q: 3 clusters Score -1.310421e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55394 members 
Mstep: Class 2 contains 48681 members 
Entering Unmasked Estep 
Score: -13104624.000000 Penalty: 3754.681641
	Iteration 14Q: 3 clusters Score -1.310462e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56019 members 
Mstep: Class 2 contains 48056 members 
Entering Unmasked Estep 
Score: -13104884.000000 Penalty: 3754.681641
	Iteration 15Q: 3 clusters Score -1.310488e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56585 members 
Mstep: Class 2 contains 47490 members 
Entering Unmasked Estep 
Score: -13105199.000000 Penalty: 3754.681641
	Iteration 16Q: 3 clusters Score -1.31052e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57101 members 
Mstep: Class 2 contains 46974 members 
Entering Unmasked Estep 
Score: -13105414.000000 Penalty: 3754.681641
	Iteration 17Q: 3 clusters Score -1.310541e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57581 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -13105537.000000 Penalty: 3754.681641
	Iteration 18Q: 3 clusters Score -1.310554e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58083 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -13105702.000000 Penalty: 3754.681641
	Iteration 19Q: 3 clusters Score -1.31057e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58576 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -13105888.000000 Penalty: 3754.681641
	Iteration 20F: 3 clusters Score -1.310589e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -13106062.000000 Penalty: 3754.681641
	Iteration 21Q: 3 clusters Score -1.310606e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59538 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -13106211.000000 Penalty: 3754.681641
	Iteration 22Q: 3 clusters Score -1.310621e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60060 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -13106347.000000 Penalty: 3754.681641
	Iteration 23Q: 3 clusters Score -1.310635e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60623 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -13106620.000000 Penalty: 3754.681641
	Iteration 24Q: 3 clusters Score -1.310662e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61283 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -13106716.000000 Penalty: 3754.681641
	Iteration 25Q: 3 clusters Score -1.310672e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61980 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -13106850.000000 Penalty: 3754.681641
	Iteration 26Q: 3 clusters Score -1.310685e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62688 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -13106917.000000 Penalty: 3754.681641
	Iteration 27Q: 3 clusters Score -1.310692e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63453 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -13107038.000000 Penalty: 3754.681641
	Iteration 28Q: 3 clusters Score -1.310704e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64275 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -13107225.000000 Penalty: 3754.681641
	Iteration 29Q: 3 clusters Score -1.310722e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65094 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -13107366.000000 Penalty: 3754.681641
	Iteration 30Q: 3 clusters Score -1.310737e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65963 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -13107492.000000 Penalty: 3754.681641
	Iteration 31Q: 3 clusters Score -1.310749e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66920 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -13107598.000000 Penalty: 3754.681641
	Iteration 32Q: 3 clusters Score -1.31076e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67981 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -13107669.000000 Penalty: 3754.681641
	Iteration 33Q: 3 clusters Score -1.310767e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69175 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -13107773.000000 Penalty: 3754.681641
	Iteration 34Q: 3 clusters Score -1.310777e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70460 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -13107757.000000 Penalty: 3754.681641
	Iteration 35Q: 3 clusters Score -1.310776e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71797 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -13107941.000000 Penalty: 3754.681641
	Iteration 36Q: 3 clusters Score -1.310794e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73165 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -13108040.000000 Penalty: 3754.681641
	Iteration 37Q: 3 clusters Score -1.310804e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74623 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -13108223.000000 Penalty: 3754.681641
	Iteration 38Q: 3 clusters Score -1.310822e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76091 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -13108315.000000 Penalty: 3754.681641
	Iteration 39Q: 3 clusters Score -1.310832e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77718 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -13108517.000000 Penalty: 3754.681641
	Iteration 40F: 3 clusters Score -1.310852e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79461 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -13108756.000000 Penalty: 3754.681641
	Iteration 41Q: 3 clusters Score -1.310876e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81192 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -13108942.000000 Penalty: 3754.681641
	Iteration 42Q: 3 clusters Score -1.310894e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82936 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -13109196.000000 Penalty: 3754.681641
	Iteration 43Q: 3 clusters Score -1.31092e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84716 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -13109375.000000 Penalty: 3754.681641
	Iteration 44Q: 3 clusters Score -1.310938e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86477 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -13109671.000000 Penalty: 3754.681641
	Iteration 45Q: 3 clusters Score -1.310967e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88211 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -13110028.000000 Penalty: 3754.681641
	Iteration 46Q: 3 clusters Score -1.311003e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89839 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -13110432.000000 Penalty: 3754.681641
	Iteration 47Q: 3 clusters Score -1.311043e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91399 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -13111339.000000 Penalty: 3754.681641
	Iteration 48Q: 3 clusters Score -1.311134e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92755 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -13111954.000000 Penalty: 3754.681641
	Iteration 49Q: 3 clusters Score -1.311195e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93978 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -13112531.000000 Penalty: 3754.681641
	Iteration 50Q: 3 clusters Score -1.311253e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95106 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -13113020.000000 Penalty: 3754.681641
	Iteration 51Q: 3 clusters Score -1.311302e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96169 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -13113532.000000 Penalty: 3754.681641
	Iteration 52Q: 3 clusters Score -1.311353e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97147 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -13113880.000000 Penalty: 3754.681641
	Iteration 53Q: 3 clusters Score -1.311388e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98052 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -13114162.000000 Penalty: 3754.681641
	Iteration 54Q: 3 clusters Score -1.311416e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98871 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -13114241.000000 Penalty: 3754.681641
	Iteration 55Q: 3 clusters Score -1.311424e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99526 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -13114383.000000 Penalty: 3754.681641
	Iteration 56Q: 3 clusters Score -1.311438e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100066 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -13114385.000000 Penalty: 3754.681641
	Iteration 57Q: 3 clusters Score -1.311438e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100519 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -13114401.000000 Penalty: 3754.681641
	Iteration 58Q: 3 clusters Score -1.31144e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100895 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -13114361.000000 Penalty: 3754.681641
	Iteration 59Q: 3 clusters Score -1.311436e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101203 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -13114319.000000 Penalty: 3754.681641
	Iteration 60F: 3 clusters Score -1.311432e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101492 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -13114335.000000 Penalty: 3754.681641
	Iteration 61Q: 3 clusters Score -1.311434e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101744 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -13114308.000000 Penalty: 3754.681641
	Iteration 62Q: 3 clusters Score -1.311431e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101941 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -13114246.000000 Penalty: 3754.681641
	Iteration 63Q: 3 clusters Score -1.311425e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102110 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -13114165.000000 Penalty: 3754.681641
	Iteration 64Q: 3 clusters Score -1.311416e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102250 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -13114132.000000 Penalty: 3754.681641
	Iteration 65Q: 3 clusters Score -1.311413e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102369 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -13114121.000000 Penalty: 3754.681641
	Iteration 66Q: 3 clusters Score -1.311412e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102477 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -13114094.000000 Penalty: 3754.681641
	Iteration 67Q: 3 clusters Score -1.311409e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102571 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -13114041.000000 Penalty: 3754.681641
	Iteration 68Q: 3 clusters Score -1.311404e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102649 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -13113978.000000 Penalty: 3754.681641
	Iteration 69Q: 3 clusters Score -1.311398e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102721 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -13113958.000000 Penalty: 3754.681641
	Iteration 70Q: 3 clusters Score -1.311396e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102778 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -13113961.000000 Penalty: 3754.681641
	Iteration 71Q: 3 clusters Score -1.311396e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102821 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -13113954.000000 Penalty: 3754.681641
	Iteration 72Q: 3 clusters Score -1.311395e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102851 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -13113954.000000 Penalty: 3754.681641
	Iteration 73Q: 3 clusters Score -1.311395e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102872 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -13113953.000000 Penalty: 3754.681641
	Iteration 74Q: 3 clusters Score -1.311395e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102892 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -13113962.000000 Penalty: 3754.681641
	Iteration 75Q: 3 clusters Score -1.311396e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102915 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -13113943.000000 Penalty: 3754.681641
	Iteration 76Q: 3 clusters Score -1.311394e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102953 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -13113925.000000 Penalty: 3754.681641
	Iteration 77Q: 3 clusters Score -1.311392e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102977 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -13113904.000000 Penalty: 3754.681641
	Iteration 78Q: 3 clusters Score -1.31139e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103002 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -13113879.000000 Penalty: 3754.681641
	Iteration 79Q: 3 clusters Score -1.311388e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103026 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -13113883.000000 Penalty: 3754.681641
	Iteration 80F: 3 clusters Score -1.311388e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103048 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -13113863.000000 Penalty: 3754.681641
	Iteration 81Q: 3 clusters Score -1.311386e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103069 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -13113840.000000 Penalty: 3754.681641
	Iteration 82Q: 3 clusters Score -1.311384e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103084 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -13113822.000000 Penalty: 3754.681641
	Iteration 83Q: 3 clusters Score -1.311382e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103102 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -13113812.000000 Penalty: 3754.681641
	Iteration 84Q: 3 clusters Score -1.311381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103113 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -13113793.000000 Penalty: 3754.681641
	Iteration 85Q: 3 clusters Score -1.311379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103121 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -13113800.000000 Penalty: 3754.681641
	Iteration 86Q: 3 clusters Score -1.31138e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103126 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -13113810.000000 Penalty: 3754.681641
	Iteration 87Q: 3 clusters Score -1.311381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103131 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -13113811.000000 Penalty: 3754.681641
	Iteration 88Q: 3 clusters Score -1.311381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103139 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -13113791.000000 Penalty: 3754.681641
	Iteration 89Q: 3 clusters Score -1.311379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103145 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -13113789.000000 Penalty: 3754.681641
	Iteration 90Q: 3 clusters Score -1.311379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103152 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -13113799.000000 Penalty: 3754.681641
	Iteration 91Q: 3 clusters Score -1.31138e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103161 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -13113798.000000 Penalty: 3754.681641
	Iteration 92Q: 3 clusters Score -1.31138e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103170 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -13113794.000000 Penalty: 3754.681641
	Iteration 93Q: 3 clusters Score -1.311379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103176 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -13113804.000000 Penalty: 3754.681641
	Iteration 94Q: 3 clusters Score -1.31138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103181 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -13113798.000000 Penalty: 3754.681641
	Iteration 95Q: 3 clusters Score -1.31138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103185 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -13113798.000000 Penalty: 3754.681641
	Iteration 96Q: 3 clusters Score -1.31138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103189 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -13113790.000000 Penalty: 3754.681641
	Iteration 97Q: 3 clusters Score -1.311379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103197 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -13113778.000000 Penalty: 3754.681641
	Iteration 98Q: 3 clusters Score -1.311378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103200 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -13113779.000000 Penalty: 3754.681641
	Iteration 99Q: 3 clusters Score -1.311378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103203 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -13113776.000000 Penalty: 3754.681641
	Iteration 100F: 3 clusters Score -1.311378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103208 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -13113784.000000 Penalty: 3754.681641
	Iteration 101Q: 3 clusters Score -1.311378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103213 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -13113776.000000 Penalty: 3754.681641
	Iteration 102Q: 3 clusters Score -1.311378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103215 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -13113777.000000 Penalty: 3754.681641
	Iteration 103Q: 3 clusters Score -1.311378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103216 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -13113771.000000 Penalty: 3754.681641
	Iteration 104Q: 3 clusters Score -1.311377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103217 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -13113770.000000 Penalty: 3754.681641
	Iteration 105Q: 3 clusters Score -1.311377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103218 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -13113770.000000 Penalty: 3754.681641
	Iteration 106Q: 3 clusters Score -1.311377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103218 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -13113770.000000 Penalty: 3754.681641
	Iteration 107F: 3 clusters Score -1.311377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Entering Unmasked Estep 
Score: -373513.031250 Penalty: 1304.729858
	Iteration 0F: 2 clusters Score -373513 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 1568 members 
Entering Unmasked Estep 
Score: -370749.000000 Penalty: 2609.459717
	Iteration 0F: 3 clusters Score -370749 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -371446.875000 Penalty: 2609.459717
	Iteration 1F: 3 clusters Score -371446.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -371603.875000 Penalty: 2609.459717
	Iteration 2F: 3 clusters Score -371603.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -371755.281250 Penalty: 2609.459717
	Iteration 3F: 3 clusters Score -371755.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -371927.093750 Penalty: 2609.459717
	Iteration 4F: 3 clusters Score -371927.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -372077.093750 Penalty: 2609.459717
	Iteration 5F: 3 clusters Score -372077.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -372217.437500 Penalty: 2609.459717
	Iteration 6F: 3 clusters Score -372217.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -372346.125000 Penalty: 2609.459717
	Iteration 7Q: 3 clusters Score -372346.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -372456.625000 Penalty: 2609.459717
	Iteration 8Q: 3 clusters Score -372456.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -372553.750000 Penalty: 2609.459717
	Iteration 9Q: 3 clusters Score -372553.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -372654.218750 Penalty: 2609.459717
	Iteration 10Q: 3 clusters Score -372654.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -372783.281250 Penalty: 2609.459717
	Iteration 11Q: 3 clusters Score -372783.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -372985.343750 Penalty: 2609.459717
	Iteration 12Q: 3 clusters Score -372985.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -373309.968750 Penalty: 2609.459717
	Iteration 13Q: 3 clusters Score -373310 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -373622.625000 Penalty: 2609.459717
	Iteration 14Q: 3 clusters Score -373622.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -373802.625000 Penalty: 2609.459717
	Iteration 15Q: 3 clusters Score -373802.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -373905.781250 Penalty: 2609.459717
	Iteration 16Q: 3 clusters Score -373905.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -373955.781250 Penalty: 2609.459717
	Iteration 17Q: 3 clusters Score -373955.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -373981.750000 Penalty: 2609.459717
	Iteration 18Q: 3 clusters Score -373981.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -373984.687500 Penalty: 2609.459717
	Iteration 19Q: 3 clusters Score -373984.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -373985.093750 Penalty: 2609.459717
	Iteration 20F: 3 clusters Score -373985.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -373985.906250 Penalty: 2609.459717
	Iteration 21Q: 3 clusters Score -373985.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -373985.906250 Penalty: 2609.459717
	Iteration 22F: 3 clusters Score -373985.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 105126 members 
Mstep: Class 3 contains 6591 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9441 members 
Mstep: Class 6 contains 44119 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 6942 members 
Mstep: Class 9 contains 87070 members 
Mstep: Class 10 contains 79991 members 
Mstep: Class 11 contains 96243 members 
Mstep: Class 12 contains 50242 members 
Mstep: Class 13 contains 5009 members 
Mstep: Class 14 contains 104075 members 
Mstep: Class 15 contains 1246 members 
Mstep: Class 16 contains 1378 members 
Mstep: Class 17 contains 498 members 
Mstep: Class 18 contains 6159 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 25391 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1661 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9674 members 
Mstep: Class 25 contains 96532 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6783 members 
Mstep: Class 28 contains 3829 members 
Mstep: Class 29 contains 3273 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 13596 members 
Mstep: Class 34 contains 10029 members 
Mstep: Class 35 contains 9828 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 107976 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1222 members 
Mstep: Class 40 contains 8316 members 
Mstep: Class 41 contains 1598 members 
Mstep: Class 42 contains 1823 members 
Entering Unmasked Estep 
Score: -111780456.000000 Penalty: 93710.203125
Splitting cluster 15 changes total score from -111780712.000000 to -111780456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Entering Unmasked Estep 
Score: -146053.234375 Penalty: 1174.613159
	Iteration 0F: 2 clusters Score -146053.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -144448.812500 Penalty: 2349.226318
	Iteration 0F: 3 clusters Score -144448.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -145070.187500 Penalty: 2349.226318
	Iteration 1F: 3 clusters Score -145070.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -145338.062500 Penalty: 2349.226318
	Iteration 2F: 3 clusters Score -145338.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -145529.484375 Penalty: 2349.226318
	Iteration 3F: 3 clusters Score -145529.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -145681.812500 Penalty: 2349.226318
	Iteration 4F: 3 clusters Score -145681.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -145780.718750 Penalty: 2349.226318
	Iteration 5Q: 3 clusters Score -145780.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -145873.921875 Penalty: 2349.226318
	Iteration 6Q: 3 clusters Score -145873.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -145976.000000 Penalty: 2349.226318
	Iteration 7Q: 3 clusters Score -145976 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -146035.937500 Penalty: 2349.226318
	Iteration 8Q: 3 clusters Score -146035.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -146063.265625 Penalty: 2349.226318
	Iteration 9Q: 3 clusters Score -146063.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -146083.765625 Penalty: 2349.226318
	Iteration 10Q: 3 clusters Score -146083.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -146095.609375 Penalty: 2349.226318
	Iteration 11Q: 3 clusters Score -146095.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -146127.359375 Penalty: 2349.226318
	Iteration 12Q: 3 clusters Score -146127.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -146156.109375 Penalty: 2349.226318
	Iteration 13Q: 3 clusters Score -146156.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -146181.281250 Penalty: 2349.226318
	Iteration 14Q: 3 clusters Score -146181.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -146193.015625 Penalty: 2349.226318
	Iteration 15Q: 3 clusters Score -146193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -146201.843750 Penalty: 2349.226318
	Iteration 16Q: 3 clusters Score -146201.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -146208.812500 Penalty: 2349.226318
	Iteration 17Q: 3 clusters Score -146208.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -146215.031250 Penalty: 2349.226318
	Iteration 18Q: 3 clusters Score -146215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -146216.125000 Penalty: 2349.226318
	Iteration 19Q: 3 clusters Score -146216.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -146216.125000 Penalty: 2349.226318
	Iteration 20F: 3 clusters Score -146216.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 105126 members 
Mstep: Class 3 contains 6591 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9441 members 
Mstep: Class 6 contains 44119 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 6942 members 
Mstep: Class 9 contains 87070 members 
Mstep: Class 10 contains 79991 members 
Mstep: Class 11 contains 96243 members 
Mstep: Class 12 contains 50242 members 
Mstep: Class 13 contains 5009 members 
Mstep: Class 14 contains 104075 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 423 members 
Mstep: Class 17 contains 498 members 
Mstep: Class 18 contains 6159 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 25391 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1661 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9674 members 
Mstep: Class 25 contains 96532 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6783 members 
Mstep: Class 28 contains 3829 members 
Mstep: Class 29 contains 3273 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 13596 members 
Mstep: Class 34 contains 10029 members 
Mstep: Class 35 contains 9828 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 107976 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1222 members 
Mstep: Class 40 contains 8316 members 
Mstep: Class 41 contains 1598 members 
Mstep: Class 42 contains 955 members 
Entering Unmasked Estep 
Score: -111779848.000000 Penalty: 93710.203125
Splitting cluster 16 changes total score from -111780712.000000 to -111779848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (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: -53422.699219 Penalty: 1009.222473
	Iteration 0F: 2 clusters Score -53422.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -52359.941406 Penalty: 2018.444946
	Iteration 0F: 3 clusters Score -52359.94 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -52534.546875 Penalty: 2018.444946
	Iteration 1F: 3 clusters Score -52534.55 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -52639.925781 Penalty: 2018.444946
	Iteration 2F: 3 clusters Score -52639.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -52701.445312 Penalty: 2018.444946
	Iteration 3F: 3 clusters Score -52701.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -52724.699219 Penalty: 2018.444946
	Iteration 4Q: 3 clusters Score -52724.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -52746.671875 Penalty: 2018.444946
	Iteration 5Q: 3 clusters Score -52746.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -52760.691406 Penalty: 2018.444946
	Iteration 6Q: 3 clusters Score -52760.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -52767.160156 Penalty: 2018.444946
	Iteration 7Q: 3 clusters Score -52767.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -52781.761719 Penalty: 2018.444946
	Iteration 8Q: 3 clusters Score -52781.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -52811.886719 Penalty: 2018.444946
	Iteration 9Q: 3 clusters Score -52811.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -52829.558594 Penalty: 2018.444946
	Iteration 10Q: 3 clusters Score -52829.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -52853.894531 Penalty: 2018.444946
	Iteration 11Q: 3 clusters Score -52853.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -52870.078125 Penalty: 2018.444946
	Iteration 12Q: 3 clusters Score -52870.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52871.226562 Penalty: 2018.444946
	Iteration 13Q: 3 clusters Score -52871.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52871.226562 Penalty: 2018.444946
	Iteration 14F: 3 clusters Score -52871.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Entering Unmasked Estep 
Score: -785095.562500 Penalty: 1417.921387
	Iteration 0F: 2 clusters Score -785095.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -780357.000000 Penalty: 2835.842773
	Iteration 0F: 3 clusters Score -780357 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -781767.750000 Penalty: 2835.842773
	Iteration 1F: 3 clusters Score -781767.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -781963.125000 Penalty: 2835.842773
	Iteration 2F: 3 clusters Score -781963.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -782134.937500 Penalty: 2835.842773
	Iteration 3F: 3 clusters Score -782134.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -782292.250000 Penalty: 2835.842773
	Iteration 4Q: 3 clusters Score -782292.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -782450.500000 Penalty: 2835.842773
	Iteration 5Q: 3 clusters Score -782450.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -782621.937500 Penalty: 2835.842773
	Iteration 6Q: 3 clusters Score -782621.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -782801.875000 Penalty: 2835.842773
	Iteration 7Q: 3 clusters Score -782801.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -782979.812500 Penalty: 2835.842773
	Iteration 8Q: 3 clusters Score -782979.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -783167.000000 Penalty: 2835.842773
	Iteration 9Q: 3 clusters Score -783167 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -783349.062500 Penalty: 2835.842773
	Iteration 10Q: 3 clusters Score -783349.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -783531.125000 Penalty: 2835.842773
	Iteration 11Q: 3 clusters Score -783531.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -783686.437500 Penalty: 2835.842773
	Iteration 12Q: 3 clusters Score -783686.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -783768.125000 Penalty: 2835.842773
	Iteration 13Q: 3 clusters Score -783768.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -783816.562500 Penalty: 2835.842773
	Iteration 14Q: 3 clusters Score -783816.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -783839.062500 Penalty: 2835.842773
	Iteration 15Q: 3 clusters Score -783839.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -783851.312500 Penalty: 2835.842773
	Iteration 16Q: 3 clusters Score -783851.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -783861.312500 Penalty: 2835.842773
	Iteration 17Q: 3 clusters Score -783861.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -783867.437500 Penalty: 2835.842773
	Iteration 18Q: 3 clusters Score -783867.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -783878.187500 Penalty: 2835.842773
	Iteration 19Q: 3 clusters Score -783878.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -783887.437500 Penalty: 2835.842773
	Iteration 20F: 3 clusters Score -783887.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -783892.750000 Penalty: 2835.842773
	Iteration 21Q: 3 clusters Score -783892.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -783898.250000 Penalty: 2835.842773
	Iteration 22Q: 3 clusters Score -783898.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -783903.125000 Penalty: 2835.842773
	Iteration 23Q: 3 clusters Score -783903.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -783905.437500 Penalty: 2835.842773
	Iteration 24Q: 3 clusters Score -783905.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -783907.000000 Penalty: 2835.842773
	Iteration 25Q: 3 clusters Score -783907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -783908.000000 Penalty: 2835.842773
	Iteration 26Q: 3 clusters Score -783908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -783910.187500 Penalty: 2835.842773
	Iteration 27Q: 3 clusters Score -783910.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -783912.500000 Penalty: 2835.842773
	Iteration 28Q: 3 clusters Score -783912.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -783912.375000 Penalty: 2835.842773
	Iteration 29Q: 3 clusters Score -783912.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -783914.312500 Penalty: 2835.842773
	Iteration 30Q: 3 clusters Score -783914.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -783915.875000 Penalty: 2835.842773
	Iteration 31Q: 3 clusters Score -783915.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -783916.937500 Penalty: 2835.842773
	Iteration 32Q: 3 clusters Score -783916.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -783917.812500 Penalty: 2835.842773
	Iteration 33Q: 3 clusters Score -783917.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -783917.687500 Penalty: 2835.842773
	Iteration 34Q: 3 clusters Score -783917.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -783920.875000 Penalty: 2835.842773
	Iteration 35Q: 3 clusters Score -783920.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -783924.125000 Penalty: 2835.842773
	Iteration 36Q: 3 clusters Score -783924.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -783927.250000 Penalty: 2835.842773
	Iteration 37Q: 3 clusters Score -783927.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -783930.312500 Penalty: 2835.842773
	Iteration 38Q: 3 clusters Score -783930.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -783930.125000 Penalty: 2835.842773
	Iteration 39Q: 3 clusters Score -783930.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -783931.937500 Penalty: 2835.842773
	Iteration 40F: 3 clusters Score -783931.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Entering Unmasked Estep 
Score: -404560.125000 Penalty: 1328.891968
	Iteration 0F: 2 clusters Score -404560.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -401477.781250 Penalty: 2657.783936
	Iteration 0F: 3 clusters Score -401477.8 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -402463.437500 Penalty: 2657.783936
	Iteration 1F: 3 clusters Score -402463.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -402875.093750 Penalty: 2657.783936
	Iteration 2F: 3 clusters Score -402875.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -403144.406250 Penalty: 2657.783936
	Iteration 3F: 3 clusters Score -403144.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -403380.281250 Penalty: 2657.783936
	Iteration 4F: 3 clusters Score -403380.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -403598.093750 Penalty: 2657.783936
	Iteration 5F: 3 clusters Score -403598.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -403747.750000 Penalty: 2657.783936
	Iteration 6Q: 3 clusters Score -403747.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -403862.437500 Penalty: 2657.783936
	Iteration 7Q: 3 clusters Score -403862.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -403911.156250 Penalty: 2657.783936
	Iteration 8Q: 3 clusters Score -403911.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -403938.875000 Penalty: 2657.783936
	Iteration 9Q: 3 clusters Score -403938.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -403956.125000 Penalty: 2657.783936
	Iteration 10Q: 3 clusters Score -403956.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -403966.687500 Penalty: 2657.783936
	Iteration 11Q: 3 clusters Score -403966.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -403976.687500 Penalty: 2657.783936
	Iteration 12Q: 3 clusters Score -403976.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -403982.375000 Penalty: 2657.783936
	Iteration 13Q: 3 clusters Score -403982.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -403985.000000 Penalty: 2657.783936
	Iteration 14Q: 3 clusters Score -403985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -403987.312500 Penalty: 2657.783936
	Iteration 15Q: 3 clusters Score -403987.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -403987.812500 Penalty: 2657.783936
	Iteration 16Q: 3 clusters Score -403987.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -403989.750000 Penalty: 2657.783936
	Iteration 17Q: 3 clusters Score -403989.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -403990.781250 Penalty: 2657.783936
	Iteration 18Q: 3 clusters Score -403990.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -403990.437500 Penalty: 2657.783936
	Iteration 19Q: 3 clusters Score -403990.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -403990.968750 Penalty: 2657.783936
	Iteration 20F: 3 clusters Score -403991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -403991.218750 Penalty: 2657.783936
	Iteration 21Q: 3 clusters Score -403991.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -403991.937500 Penalty: 2657.783936
	Iteration 22Q: 3 clusters Score -403991.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -403991.375000 Penalty: 2657.783936
	Iteration 23Q: 3 clusters Score -403991.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -403992.531250 Penalty: 2657.783936
	Iteration 24Q: 3 clusters Score -403992.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -403992.906250 Penalty: 2657.783936
	Iteration 25Q: 3 clusters Score -403992.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -403994.687500 Penalty: 2657.783936
	Iteration 26Q: 3 clusters Score -403994.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -403994.781250 Penalty: 2657.783936
	Iteration 27Q: 3 clusters Score -403994.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -403994.781250 Penalty: 2657.783936
	Iteration 28F: 3 clusters Score -403994.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Entering Unmasked Estep 
Score: -3155295.250000 Penalty: 1648.099365
	Iteration 0F: 2 clusters Score -3155295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -3138122.750000 Penalty: 3296.198730
	Iteration 0F: 3 clusters Score -3138123 nChanged 11516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -3144437.250000 Penalty: 3296.198730
	Iteration 1F: 3 clusters Score -3144437 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -3144894.750000 Penalty: 3296.198730
	Iteration 2Q: 3 clusters Score -3144895 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -3145476.250000 Penalty: 3296.198730
	Iteration 3F: 3 clusters Score -3145476 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -3146272.750000 Penalty: 3296.198730
	Iteration 4F: 3 clusters Score -3146273 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -3147496.000000 Penalty: 3296.198730
	Iteration 5F: 3 clusters Score -3147496 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -3149192.750000 Penalty: 3296.198730
	Iteration 6F: 3 clusters Score -3149193 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -3151057.000000 Penalty: 3296.198730
	Iteration 7F: 3 clusters Score -3151057 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -3152485.000000 Penalty: 3296.198730
	Iteration 8F: 3 clusters Score -3152485 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -3153251.250000 Penalty: 3296.198730
	Iteration 9Q: 3 clusters Score -3153251 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -3153581.500000 Penalty: 3296.198730
	Iteration 10Q: 3 clusters Score -3153582 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -3153701.250000 Penalty: 3296.198730
	Iteration 11Q: 3 clusters Score -3153701 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -3153763.000000 Penalty: 3296.198730
	Iteration 12Q: 3 clusters Score -3153763 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -3153798.750000 Penalty: 3296.198730
	Iteration 13Q: 3 clusters Score -3153799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -3153829.000000 Penalty: 3296.198730
	Iteration 14Q: 3 clusters Score -3153829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -3153856.500000 Penalty: 3296.198730
	Iteration 15Q: 3 clusters Score -3153856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -3153877.250000 Penalty: 3296.198730
	Iteration 16Q: 3 clusters Score -3153877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -3153882.750000 Penalty: 3296.198730
	Iteration 17Q: 3 clusters Score -3153883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -3153893.000000 Penalty: 3296.198730
	Iteration 18Q: 3 clusters Score -3153893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -3153901.000000 Penalty: 3296.198730
	Iteration 19Q: 3 clusters Score -3153901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -3153900.000000 Penalty: 3296.198730
	Iteration 20F: 3 clusters Score -3153900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -3153900.500000 Penalty: 3296.198730
	Iteration 21Q: 3 clusters Score -3153900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -3153902.750000 Penalty: 3296.198730
	Iteration 22Q: 3 clusters Score -3153903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -3153904.250000 Penalty: 3296.198730
	Iteration 23Q: 3 clusters Score -3153904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -3153912.250000 Penalty: 3296.198730
	Iteration 24Q: 3 clusters Score -3153912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -3153911.750000 Penalty: 3296.198730
	Iteration 25Q: 3 clusters Score -3153912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -3153911.750000 Penalty: 3296.198730
	Iteration 26F: 3 clusters Score -3153912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -31687.144531 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -31687.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -30895.677734 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -30895.68 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31196.880859 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -31196.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31259.308594 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -31259.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31283.230469 Penalty: 1936.488037
	Iteration 3Q: 3 clusters Score -31283.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31300.240234 Penalty: 1936.488037
	Iteration 4Q: 3 clusters Score -31300.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31313.968750 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -31313.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31315.433594 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -31315.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31316.169922 Penalty: 1936.488037
	Iteration 7Q: 3 clusters Score -31316.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31316.169922 Penalty: 1936.488037
	Iteration 8F: 3 clusters Score -31316.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Entering Unmasked Estep 
Score: -207661.078125 Penalty: 1204.965942
	Iteration 0F: 2 clusters Score -207661.1 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 784 members 
Entering Unmasked Estep 
Score: -205788.312500 Penalty: 2409.931885
	Iteration 0F: 3 clusters Score -205788.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -206182.765625 Penalty: 2409.931885
	Iteration 1F: 3 clusters Score -206182.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -206284.859375 Penalty: 2409.931885
	Iteration 2F: 3 clusters Score -206284.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -206343.750000 Penalty: 2409.931885
	Iteration 3Q: 3 clusters Score -206343.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -206379.406250 Penalty: 2409.931885
	Iteration 4Q: 3 clusters Score -206379.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -206415.546875 Penalty: 2409.931885
	Iteration 5Q: 3 clusters Score -206415.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -206442.750000 Penalty: 2409.931885
	Iteration 6Q: 3 clusters Score -206442.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -206468.656250 Penalty: 2409.931885
	Iteration 7Q: 3 clusters Score -206468.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -206488.906250 Penalty: 2409.931885
	Iteration 8Q: 3 clusters Score -206488.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -206503.734375 Penalty: 2409.931885
	Iteration 9Q: 3 clusters Score -206503.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -206513.093750 Penalty: 2409.931885
	Iteration 10Q: 3 clusters Score -206513.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -206520.359375 Penalty: 2409.931885
	Iteration 11Q: 3 clusters Score -206520.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -206528.140625 Penalty: 2409.931885
	Iteration 12Q: 3 clusters Score -206528.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -206534.718750 Penalty: 2409.931885
	Iteration 13Q: 3 clusters Score -206534.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -206539.890625 Penalty: 2409.931885
	Iteration 14Q: 3 clusters Score -206539.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -206543.296875 Penalty: 2409.931885
	Iteration 15Q: 3 clusters Score -206543.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -206546.390625 Penalty: 2409.931885
	Iteration 16Q: 3 clusters Score -206546.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -206552.250000 Penalty: 2409.931885
	Iteration 17Q: 3 clusters Score -206552.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -206553.937500 Penalty: 2409.931885
	Iteration 18Q: 3 clusters Score -206553.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -206558.578125 Penalty: 2409.931885
	Iteration 19Q: 3 clusters Score -206558.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -206560.984375 Penalty: 2409.931885
	Iteration 20F: 3 clusters Score -206561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -206564.171875 Penalty: 2409.931885
	Iteration 21Q: 3 clusters Score -206564.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -206567.484375 Penalty: 2409.931885
	Iteration 22Q: 3 clusters Score -206567.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -206571.078125 Penalty: 2409.931885
	Iteration 23Q: 3 clusters Score -206571.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -206571.984375 Penalty: 2409.931885
	Iteration 24Q: 3 clusters Score -206572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -206572.187500 Penalty: 2409.931885
	Iteration 25Q: 3 clusters Score -206572.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -206572.375000 Penalty: 2409.931885
	Iteration 26Q: 3 clusters Score -206572.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -206573.437500 Penalty: 2409.931885
	Iteration 27Q: 3 clusters Score -206573.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -206576.546875 Penalty: 2409.931885
	Iteration 28Q: 3 clusters Score -206576.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -206579.203125 Penalty: 2409.931885
	Iteration 29Q: 3 clusters Score -206579.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -206580.750000 Penalty: 2409.931885
	Iteration 30Q: 3 clusters Score -206580.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -206581.562500 Penalty: 2409.931885
	Iteration 31Q: 3 clusters Score -206581.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -206583.671875 Penalty: 2409.931885
	Iteration 32Q: 3 clusters Score -206583.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -206584.453125 Penalty: 2409.931885
	Iteration 33Q: 3 clusters Score -206584.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -206586.578125 Penalty: 2409.931885
	Iteration 34Q: 3 clusters Score -206586.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -206589.359375 Penalty: 2409.931885
	Iteration 35Q: 3 clusters Score -206589.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -206590.031250 Penalty: 2409.931885
	Iteration 36Q: 3 clusters Score -206590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -206591.656250 Penalty: 2409.931885
	Iteration 37Q: 3 clusters Score -206591.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -206593.687500 Penalty: 2409.931885
	Iteration 38Q: 3 clusters Score -206593.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -206595.453125 Penalty: 2409.931885
	Iteration 39Q: 3 clusters Score -206595.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -206597.187500 Penalty: 2409.931885
	Iteration 40F: 3 clusters Score -206597.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -206601.343750 Penalty: 2409.931885
	Iteration 41Q: 3 clusters Score -206601.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -206607.609375 Penalty: 2409.931885
	Iteration 42Q: 3 clusters Score -206607.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -206614.343750 Penalty: 2409.931885
	Iteration 43Q: 3 clusters Score -206614.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -206622.328125 Penalty: 2409.931885
	Iteration 44Q: 3 clusters Score -206622.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -206627.250000 Penalty: 2409.931885
	Iteration 45Q: 3 clusters Score -206627.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -206632.437500 Penalty: 2409.931885
	Iteration 46Q: 3 clusters Score -206632.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -206634.796875 Penalty: 2409.931885
	Iteration 47Q: 3 clusters Score -206634.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -206636.359375 Penalty: 2409.931885
	Iteration 48Q: 3 clusters Score -206636.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -206637.015625 Penalty: 2409.931885
	Iteration 49Q: 3 clusters Score -206637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -206637.671875 Penalty: 2409.931885
	Iteration 50Q: 3 clusters Score -206637.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -206637.671875 Penalty: 2409.931885
	Iteration 51F: 3 clusters Score -206637.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -25360.855469 Penalty: 930.082581
	Iteration 0F: 2 clusters Score -25360.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24540.933594 Penalty: 1860.165161
	Iteration 0F: 3 clusters Score -24540.93 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24692.597656 Penalty: 1860.165161
	Iteration 1F: 3 clusters Score -24692.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24743.560547 Penalty: 1860.165161
	Iteration 2Q: 3 clusters Score -24743.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24767.173828 Penalty: 1860.165161
	Iteration 3Q: 3 clusters Score -24767.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24787.013672 Penalty: 1860.165161
	Iteration 4Q: 3 clusters Score -24787.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24791.027344 Penalty: 1860.165161
	Iteration 5Q: 3 clusters Score -24791.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24791.027344 Penalty: 1860.165161
	Iteration 6F: 3 clusters Score -24791.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Entering Unmasked Estep 
Score: -1127352.125000 Penalty: 1491.294556
	Iteration 0F: 2 clusters Score -1127352 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 4910 members 
Entering Unmasked Estep 
Score: -1120393.000000 Penalty: 2982.589111
	Iteration 0F: 3 clusters Score -1120393 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1122609.875000 Penalty: 2982.589111
	Iteration 1F: 3 clusters Score -1122610 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1122975.250000 Penalty: 2982.589111
	Iteration 2F: 3 clusters Score -1122975 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1123304.125000 Penalty: 2982.589111
	Iteration 3F: 3 clusters Score -1123304 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1123650.375000 Penalty: 2982.589111
	Iteration 4F: 3 clusters Score -1123650 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1123986.375000 Penalty: 2982.589111
	Iteration 5F: 3 clusters Score -1123986 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1124279.750000 Penalty: 2982.589111
	Iteration 6Q: 3 clusters Score -1124280 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1124582.750000 Penalty: 2982.589111
	Iteration 7Q: 3 clusters Score -1124583 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1124867.500000 Penalty: 2982.589111
	Iteration 8Q: 3 clusters Score -1124868 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1125131.750000 Penalty: 2982.589111
	Iteration 9Q: 3 clusters Score -1125132 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1125416.250000 Penalty: 2982.589111
	Iteration 10Q: 3 clusters Score -1125416 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1125677.500000 Penalty: 2982.589111
	Iteration 11Q: 3 clusters Score -1125678 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1125852.625000 Penalty: 2982.589111
	Iteration 12Q: 3 clusters Score -1125853 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1125953.375000 Penalty: 2982.589111
	Iteration 13Q: 3 clusters Score -1125953 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1126032.375000 Penalty: 2982.589111
	Iteration 14Q: 3 clusters Score -1126032 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1126098.625000 Penalty: 2982.589111
	Iteration 15Q: 3 clusters Score -1126099 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1126150.250000 Penalty: 2982.589111
	Iteration 16Q: 3 clusters Score -1126150 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1126197.000000 Penalty: 2982.589111
	Iteration 17Q: 3 clusters Score -1126197 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1126228.500000 Penalty: 2982.589111
	Iteration 18Q: 3 clusters Score -1126228 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1126255.500000 Penalty: 2982.589111
	Iteration 19Q: 3 clusters Score -1126256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1126271.500000 Penalty: 2982.589111
	Iteration 20F: 3 clusters Score -1126272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1126280.625000 Penalty: 2982.589111
	Iteration 21Q: 3 clusters Score -1126281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1126288.250000 Penalty: 2982.589111
	Iteration 22Q: 3 clusters Score -1126288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1126292.125000 Penalty: 2982.589111
	Iteration 23Q: 3 clusters Score -1126292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1126297.500000 Penalty: 2982.589111
	Iteration 24Q: 3 clusters Score -1126298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1126305.000000 Penalty: 2982.589111
	Iteration 25Q: 3 clusters Score -1126305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1126307.875000 Penalty: 2982.589111
	Iteration 26Q: 3 clusters Score -1126308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1126313.750000 Penalty: 2982.589111
	Iteration 27Q: 3 clusters Score -1126314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1126314.625000 Penalty: 2982.589111
	Iteration 28Q: 3 clusters Score -1126315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1126314.750000 Penalty: 2982.589111
	Iteration 29Q: 3 clusters Score -1126315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1126318.375000 Penalty: 2982.589111
	Iteration 30Q: 3 clusters Score -1126318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1126320.250000 Penalty: 2982.589111
	Iteration 31Q: 3 clusters Score -1126320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1126320.250000 Penalty: 2982.589111
	Iteration 32F: 3 clusters Score -1126320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (96532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96532 members 
Entering Unmasked Estep 
Score: -12086862.000000 Penalty: 1865.114868
	Iteration 0F: 2 clusters Score -1.208686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48532 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -12023480.000000 Penalty: 3730.229736
	Iteration 0F: 3 clusters Score -1.202348e+07 nChanged 45896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54026 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -12050941.000000 Penalty: 3730.229736
	Iteration 1F: 3 clusters Score -1.205094e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57318 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -12053248.000000 Penalty: 3730.229736
	Iteration 2F: 3 clusters Score -1.205325e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61831 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -12056762.000000 Penalty: 3730.229736
	Iteration 3F: 3 clusters Score -1.205676e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67606 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -12062065.000000 Penalty: 3730.229736
	Iteration 4F: 3 clusters Score -1.206206e+07 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73996 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -12068657.000000 Penalty: 3730.229736
	Iteration 5F: 3 clusters Score -1.206866e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79643 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -12074612.000000 Penalty: 3730.229736
	Iteration 6F: 3 clusters Score -1.207461e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83518 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -12078709.000000 Penalty: 3730.229736
	Iteration 7Q: 3 clusters Score -1.207871e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85820 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -12081026.000000 Penalty: 3730.229736
	Iteration 8Q: 3 clusters Score -1.208103e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87311 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -12082229.000000 Penalty: 3730.229736
	Iteration 9Q: 3 clusters Score -1.208223e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88453 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -12082998.000000 Penalty: 3730.229736
	Iteration 10Q: 3 clusters Score -1.2083e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89389 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -12083567.000000 Penalty: 3730.229736
	Iteration 11Q: 3 clusters Score -1.208357e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90165 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -12084013.000000 Penalty: 3730.229736
	Iteration 12Q: 3 clusters Score -1.208401e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90918 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -12084515.000000 Penalty: 3730.229736
	Iteration 13Q: 3 clusters Score -1.208452e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91616 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -12084914.000000 Penalty: 3730.229736
	Iteration 14Q: 3 clusters Score -1.208491e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92211 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -12085261.000000 Penalty: 3730.229736
	Iteration 15Q: 3 clusters Score -1.208526e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92716 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -12085453.000000 Penalty: 3730.229736
	Iteration 16Q: 3 clusters Score -1.208545e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93152 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -12085650.000000 Penalty: 3730.229736
	Iteration 17Q: 3 clusters Score -1.208565e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93501 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -12085787.000000 Penalty: 3730.229736
	Iteration 18Q: 3 clusters Score -1.208579e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93821 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -12085937.000000 Penalty: 3730.229736
	Iteration 19Q: 3 clusters Score -1.208594e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94070 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -12085991.000000 Penalty: 3730.229736
	Iteration 20F: 3 clusters Score -1.208599e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94276 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -12086025.000000 Penalty: 3730.229736
	Iteration 21Q: 3 clusters Score -1.208602e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94447 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -12086052.000000 Penalty: 3730.229736
	Iteration 22Q: 3 clusters Score -1.208605e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94597 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -12086043.000000 Penalty: 3730.229736
	Iteration 23Q: 3 clusters Score -1.208604e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94719 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -12086033.000000 Penalty: 3730.229736
	Iteration 24Q: 3 clusters Score -1.208603e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94821 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -12086017.000000 Penalty: 3730.229736
	Iteration 25Q: 3 clusters Score -1.208602e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94892 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -12086006.000000 Penalty: 3730.229736
	Iteration 26Q: 3 clusters Score -1.208601e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94976 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -12086018.000000 Penalty: 3730.229736
	Iteration 27Q: 3 clusters Score -1.208602e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95059 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -12086024.000000 Penalty: 3730.229736
	Iteration 28Q: 3 clusters Score -1.208602e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95112 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -12086015.000000 Penalty: 3730.229736
	Iteration 29Q: 3 clusters Score -1.208602e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95150 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -12086032.000000 Penalty: 3730.229736
	Iteration 30Q: 3 clusters Score -1.208603e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95185 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -12086038.000000 Penalty: 3730.229736
	Iteration 31Q: 3 clusters Score -1.208604e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95211 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -12086019.000000 Penalty: 3730.229736
	Iteration 32Q: 3 clusters Score -1.208602e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95232 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -12086021.000000 Penalty: 3730.229736
	Iteration 33Q: 3 clusters Score -1.208602e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95254 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -12086042.000000 Penalty: 3730.229736
	Iteration 34Q: 3 clusters Score -1.208604e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95271 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -12086043.000000 Penalty: 3730.229736
	Iteration 35Q: 3 clusters Score -1.208604e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95287 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -12086035.000000 Penalty: 3730.229736
	Iteration 36Q: 3 clusters Score -1.208604e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95306 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -12086042.000000 Penalty: 3730.229736
	Iteration 37Q: 3 clusters Score -1.208604e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95319 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -12086037.000000 Penalty: 3730.229736
	Iteration 38Q: 3 clusters Score -1.208604e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95331 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -12086027.000000 Penalty: 3730.229736
	Iteration 39Q: 3 clusters Score -1.208603e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95341 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -12086021.000000 Penalty: 3730.229736
	Iteration 40F: 3 clusters Score -1.208602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95347 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -12086017.000000 Penalty: 3730.229736
	Iteration 41Q: 3 clusters Score -1.208602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95355 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -12086011.000000 Penalty: 3730.229736
	Iteration 42Q: 3 clusters Score -1.208601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95361 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -12086006.000000 Penalty: 3730.229736
	Iteration 43Q: 3 clusters Score -1.208601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95367 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -12086014.000000 Penalty: 3730.229736
	Iteration 44Q: 3 clusters Score -1.208601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95374 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -12086016.000000 Penalty: 3730.229736
	Iteration 45Q: 3 clusters Score -1.208602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95380 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -12086014.000000 Penalty: 3730.229736
	Iteration 46Q: 3 clusters Score -1.208601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95386 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -12086021.000000 Penalty: 3730.229736
	Iteration 47Q: 3 clusters Score -1.208602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95392 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -12086023.000000 Penalty: 3730.229736
	Iteration 48Q: 3 clusters Score -1.208602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95398 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -12086015.000000 Penalty: 3730.229736
	Iteration 49Q: 3 clusters Score -1.208602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95404 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -12086006.000000 Penalty: 3730.229736
	Iteration 50Q: 3 clusters Score -1.208601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95408 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -12086005.000000 Penalty: 3730.229736
	Iteration 51Q: 3 clusters Score -1.2086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95410 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -12086000.000000 Penalty: 3730.229736
	Iteration 52Q: 3 clusters Score -1.2086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95411 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -12086011.000000 Penalty: 3730.229736
	Iteration 53Q: 3 clusters Score -1.208601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95414 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -12085998.000000 Penalty: 3730.229736
	Iteration 54Q: 3 clusters Score -1.2086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95421 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -12085992.000000 Penalty: 3730.229736
	Iteration 55Q: 3 clusters Score -1.208599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95426 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -12086001.000000 Penalty: 3730.229736
	Iteration 56Q: 3 clusters Score -1.2086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95433 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -12085999.000000 Penalty: 3730.229736
	Iteration 57Q: 3 clusters Score -1.2086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95442 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -12085980.000000 Penalty: 3730.229736
	Iteration 58Q: 3 clusters Score -1.208598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95450 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -12085988.000000 Penalty: 3730.229736
	Iteration 59Q: 3 clusters Score -1.208599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95455 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -12085990.000000 Penalty: 3730.229736
	Iteration 60F: 3 clusters Score -1.208599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95458 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -12085991.000000 Penalty: 3730.229736
	Iteration 61Q: 3 clusters Score -1.208599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95460 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -12085989.000000 Penalty: 3730.229736
	Iteration 62Q: 3 clusters Score -1.208599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95461 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -12085988.000000 Penalty: 3730.229736
	Iteration 63Q: 3 clusters Score -1.208599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95462 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -12085980.000000 Penalty: 3730.229736
	Iteration 64Q: 3 clusters Score -1.208598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95462 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -12085980.000000 Penalty: 3730.229736
	Iteration 65F: 3 clusters Score -1.208598e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -83605.062500 Penalty: 1066.855591
	Iteration 0F: 2 clusters Score -83605.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -82359.320312 Penalty: 2133.711182
	Iteration 0F: 3 clusters Score -82359.32 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -82521.414062 Penalty: 2133.711182
	Iteration 1F: 3 clusters Score -82521.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -82575.039062 Penalty: 2133.711182
	Iteration 2F: 3 clusters Score -82575.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -82609.203125 Penalty: 2133.711182
	Iteration 3Q: 3 clusters Score -82609.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -82634.609375 Penalty: 2133.711182
	Iteration 4Q: 3 clusters Score -82634.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -82655.617188 Penalty: 2133.711182
	Iteration 5Q: 3 clusters Score -82655.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82672.406250 Penalty: 2133.711182
	Iteration 6Q: 3 clusters Score -82672.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82675.539062 Penalty: 2133.711182
	Iteration 7Q: 3 clusters Score -82675.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -82676.625000 Penalty: 2133.711182
	Iteration 8Q: 3 clusters Score -82676.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82677.289062 Penalty: 2133.711182
	Iteration 9Q: 3 clusters Score -82677.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82677.289062 Penalty: 2133.711182
	Iteration 10F: 3 clusters Score -82677.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Entering Unmasked Estep 
Score: -851487.625000 Penalty: 1433.603394
	Iteration 0F: 2 clusters Score -851487.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -846397.250000 Penalty: 2867.206787
	Iteration 0F: 3 clusters Score -846397.2 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -847941.437500 Penalty: 2867.206787
	Iteration 1F: 3 clusters Score -847941.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -848238.437500 Penalty: 2867.206787
	Iteration 2F: 3 clusters Score -848238.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -848480.500000 Penalty: 2867.206787
	Iteration 3F: 3 clusters Score -848480.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -848682.500000 Penalty: 2867.206787
	Iteration 4F: 3 clusters Score -848682.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -848873.000000 Penalty: 2867.206787
	Iteration 5Q: 3 clusters Score -848873 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -849058.500000 Penalty: 2867.206787
	Iteration 6Q: 3 clusters Score -849058.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -849248.125000 Penalty: 2867.206787
	Iteration 7Q: 3 clusters Score -849248.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -849389.375000 Penalty: 2867.206787
	Iteration 8Q: 3 clusters Score -849389.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -849502.937500 Penalty: 2867.206787
	Iteration 9Q: 3 clusters Score -849502.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -849601.625000 Penalty: 2867.206787
	Iteration 10Q: 3 clusters Score -849601.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -849689.437500 Penalty: 2867.206787
	Iteration 11Q: 3 clusters Score -849689.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -849754.562500 Penalty: 2867.206787
	Iteration 12Q: 3 clusters Score -849754.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -849800.750000 Penalty: 2867.206787
	Iteration 13Q: 3 clusters Score -849800.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -849840.625000 Penalty: 2867.206787
	Iteration 14Q: 3 clusters Score -849840.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -849874.062500 Penalty: 2867.206787
	Iteration 15Q: 3 clusters Score -849874.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -849897.187500 Penalty: 2867.206787
	Iteration 16Q: 3 clusters Score -849897.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -849924.062500 Penalty: 2867.206787
	Iteration 17Q: 3 clusters Score -849924.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -849955.625000 Penalty: 2867.206787
	Iteration 18Q: 3 clusters Score -849955.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -849988.187500 Penalty: 2867.206787
	Iteration 19Q: 3 clusters Score -849988.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -850016.937500 Penalty: 2867.206787
	Iteration 20F: 3 clusters Score -850016.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -850048.812500 Penalty: 2867.206787
	Iteration 21Q: 3 clusters Score -850048.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -850065.812500 Penalty: 2867.206787
	Iteration 22Q: 3 clusters Score -850065.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -850081.687500 Penalty: 2867.206787
	Iteration 23Q: 3 clusters Score -850081.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -850091.500000 Penalty: 2867.206787
	Iteration 24Q: 3 clusters Score -850091.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -850107.000000 Penalty: 2867.206787
	Iteration 25Q: 3 clusters Score -850107 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -850120.000000 Penalty: 2867.206787
	Iteration 26Q: 3 clusters Score -850120 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -850132.687500 Penalty: 2867.206787
	Iteration 27Q: 3 clusters Score -850132.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -850146.250000 Penalty: 2867.206787
	Iteration 28Q: 3 clusters Score -850146.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -850155.562500 Penalty: 2867.206787
	Iteration 29Q: 3 clusters Score -850155.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -850165.375000 Penalty: 2867.206787
	Iteration 30Q: 3 clusters Score -850165.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -850178.812500 Penalty: 2867.206787
	Iteration 31Q: 3 clusters Score -850178.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -850192.437500 Penalty: 2867.206787
	Iteration 32Q: 3 clusters Score -850192.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -850210.875000 Penalty: 2867.206787
	Iteration 33Q: 3 clusters Score -850210.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -850223.625000 Penalty: 2867.206787
	Iteration 34Q: 3 clusters Score -850223.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -850234.187500 Penalty: 2867.206787
	Iteration 35Q: 3 clusters Score -850234.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -850246.812500 Penalty: 2867.206787
	Iteration 36Q: 3 clusters Score -850246.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -850257.187500 Penalty: 2867.206787
	Iteration 37Q: 3 clusters Score -850257.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -850267.875000 Penalty: 2867.206787
	Iteration 38Q: 3 clusters Score -850267.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -850276.375000 Penalty: 2867.206787
	Iteration 39Q: 3 clusters Score -850276.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -850287.750000 Penalty: 2867.206787
	Iteration 40F: 3 clusters Score -850287.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -850298.687500 Penalty: 2867.206787
	Iteration 41Q: 3 clusters Score -850298.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -850307.250000 Penalty: 2867.206787
	Iteration 42Q: 3 clusters Score -850307.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -850311.250000 Penalty: 2867.206787
	Iteration 43Q: 3 clusters Score -850311.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -850314.562500 Penalty: 2867.206787
	Iteration 44Q: 3 clusters Score -850314.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -850315.375000 Penalty: 2867.206787
	Iteration 45Q: 3 clusters Score -850315.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -850317.750000 Penalty: 2867.206787
	Iteration 46Q: 3 clusters Score -850317.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -850318.625000 Penalty: 2867.206787
	Iteration 47Q: 3 clusters Score -850318.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -850320.125000 Penalty: 2867.206787
	Iteration 48Q: 3 clusters Score -850320.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -850319.812500 Penalty: 2867.206787
	Iteration 49Q: 3 clusters Score -850319.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -850321.937500 Penalty: 2867.206787
	Iteration 50Q: 3 clusters Score -850321.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -850322.875000 Penalty: 2867.206787
	Iteration 51Q: 3 clusters Score -850322.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -850324.562500 Penalty: 2867.206787
	Iteration 52Q: 3 clusters Score -850324.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -850325.500000 Penalty: 2867.206787
	Iteration 53Q: 3 clusters Score -850325.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -850326.125000 Penalty: 2867.206787
	Iteration 54Q: 3 clusters Score -850326.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -850326.125000 Penalty: 2867.206787
	Iteration 55F: 3 clusters Score -850326.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Entering Unmasked Estep 
Score: -452133.218750 Penalty: 1340.683228
	Iteration 0F: 2 clusters Score -452133.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -448900.687500 Penalty: 2681.366455
	Iteration 0F: 3 clusters Score -448900.7 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -450032.812500 Penalty: 2681.366455
	Iteration 1F: 3 clusters Score -450032.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -450534.875000 Penalty: 2681.366455
	Iteration 2F: 3 clusters Score -450534.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -450975.031250 Penalty: 2681.366455
	Iteration 3F: 3 clusters Score -450975 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -451343.718750 Penalty: 2681.366455
	Iteration 4F: 3 clusters Score -451343.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -451549.906250 Penalty: 2681.366455
	Iteration 5F: 3 clusters Score -451549.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -451668.406250 Penalty: 2681.366455
	Iteration 6Q: 3 clusters Score -451668.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -451728.031250 Penalty: 2681.366455
	Iteration 7Q: 3 clusters Score -451728 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -451763.468750 Penalty: 2681.366455
	Iteration 8Q: 3 clusters Score -451763.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -451785.562500 Penalty: 2681.366455
	Iteration 9Q: 3 clusters Score -451785.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -451800.031250 Penalty: 2681.366455
	Iteration 10Q: 3 clusters Score -451800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -451807.156250 Penalty: 2681.366455
	Iteration 11Q: 3 clusters Score -451807.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -451810.906250 Penalty: 2681.366455
	Iteration 12Q: 3 clusters Score -451810.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -451812.500000 Penalty: 2681.366455
	Iteration 13Q: 3 clusters Score -451812.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -451814.750000 Penalty: 2681.366455
	Iteration 14Q: 3 clusters Score -451814.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -451818.093750 Penalty: 2681.366455
	Iteration 15Q: 3 clusters Score -451818.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -451821.750000 Penalty: 2681.366455
	Iteration 16Q: 3 clusters Score -451821.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -451823.875000 Penalty: 2681.366455
	Iteration 17Q: 3 clusters Score -451823.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -451824.500000 Penalty: 2681.366455
	Iteration 18Q: 3 clusters Score -451824.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -451823.875000 Penalty: 2681.366455
	Iteration 19Q: 3 clusters Score -451823.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -451823.875000 Penalty: 2681.366455
	Iteration 20F: 3 clusters Score -451823.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Entering Unmasked Estep 
Score: -394531.468750 Penalty: 1315.187622
	Iteration 0F: 2 clusters Score -394531.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -391638.937500 Penalty: 2630.375244
	Iteration 0F: 3 clusters Score -391638.9 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -392348.968750 Penalty: 2630.375244
	Iteration 1F: 3 clusters Score -392349 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -392473.218750 Penalty: 2630.375244
	Iteration 2F: 3 clusters Score -392473.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -392569.968750 Penalty: 2630.375244
	Iteration 3Q: 3 clusters Score -392570 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -392636.218750 Penalty: 2630.375244
	Iteration 4Q: 3 clusters Score -392636.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -392687.281250 Penalty: 2630.375244
	Iteration 5Q: 3 clusters Score -392687.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -392741.000000 Penalty: 2630.375244
	Iteration 6Q: 3 clusters Score -392741 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -392779.468750 Penalty: 2630.375244
	Iteration 7Q: 3 clusters Score -392779.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -392825.281250 Penalty: 2630.375244
	Iteration 8Q: 3 clusters Score -392825.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -392872.406250 Penalty: 2630.375244
	Iteration 9Q: 3 clusters Score -392872.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -392907.343750 Penalty: 2630.375244
	Iteration 10Q: 3 clusters Score -392907.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -392953.343750 Penalty: 2630.375244
	Iteration 11Q: 3 clusters Score -392953.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -392997.156250 Penalty: 2630.375244
	Iteration 12Q: 3 clusters Score -392997.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -393027.937500 Penalty: 2630.375244
	Iteration 13Q: 3 clusters Score -393027.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -393055.718750 Penalty: 2630.375244
	Iteration 14Q: 3 clusters Score -393055.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -393077.812500 Penalty: 2630.375244
	Iteration 15Q: 3 clusters Score -393077.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -393095.968750 Penalty: 2630.375244
	Iteration 16Q: 3 clusters Score -393096 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -393117.968750 Penalty: 2630.375244
	Iteration 17Q: 3 clusters Score -393118 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -393141.406250 Penalty: 2630.375244
	Iteration 18Q: 3 clusters Score -393141.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -393154.125000 Penalty: 2630.375244
	Iteration 19Q: 3 clusters Score -393154.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -393168.468750 Penalty: 2630.375244
	Iteration 20F: 3 clusters Score -393168.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -393182.812500 Penalty: 2630.375244
	Iteration 21Q: 3 clusters Score -393182.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -393199.187500 Penalty: 2630.375244
	Iteration 22Q: 3 clusters Score -393199.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -393220.843750 Penalty: 2630.375244
	Iteration 23Q: 3 clusters Score -393220.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -393239.500000 Penalty: 2630.375244
	Iteration 24Q: 3 clusters Score -393239.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -393261.437500 Penalty: 2630.375244
	Iteration 25Q: 3 clusters Score -393261.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -393284.218750 Penalty: 2630.375244
	Iteration 26Q: 3 clusters Score -393284.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -393300.093750 Penalty: 2630.375244
	Iteration 27Q: 3 clusters Score -393300.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -393313.906250 Penalty: 2630.375244
	Iteration 28Q: 3 clusters Score -393313.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -393323.312500 Penalty: 2630.375244
	Iteration 29Q: 3 clusters Score -393323.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -393334.937500 Penalty: 2630.375244
	Iteration 30Q: 3 clusters Score -393334.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -393349.156250 Penalty: 2630.375244
	Iteration 31Q: 3 clusters Score -393349.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -393357.968750 Penalty: 2630.375244
	Iteration 32Q: 3 clusters Score -393358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -393365.843750 Penalty: 2630.375244
	Iteration 33Q: 3 clusters Score -393365.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -393374.843750 Penalty: 2630.375244
	Iteration 34Q: 3 clusters Score -393374.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -393382.531250 Penalty: 2630.375244
	Iteration 35Q: 3 clusters Score -393382.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -393389.062500 Penalty: 2630.375244
	Iteration 36Q: 3 clusters Score -393389.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -393395.656250 Penalty: 2630.375244
	Iteration 37Q: 3 clusters Score -393395.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -393399.937500 Penalty: 2630.375244
	Iteration 38Q: 3 clusters Score -393399.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -393402.687500 Penalty: 2630.375244
	Iteration 39Q: 3 clusters Score -393402.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -393404.343750 Penalty: 2630.375244
	Iteration 40F: 3 clusters Score -393404.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -393405.375000 Penalty: 2630.375244
	Iteration 41Q: 3 clusters Score -393405.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -393407.968750 Penalty: 2630.375244
	Iteration 42Q: 3 clusters Score -393408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -393410.750000 Penalty: 2630.375244
	Iteration 43Q: 3 clusters Score -393410.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -393411.343750 Penalty: 2630.375244
	Iteration 44Q: 3 clusters Score -393411.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -393412.000000 Penalty: 2630.375244
	Iteration 45Q: 3 clusters Score -393412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -393412.000000 Penalty: 2630.375244
	Iteration 46F: 3 clusters Score -393412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Entering Unmasked Estep 
Score: -228415.125000 Penalty: 1227.579346
	Iteration 0F: 2 clusters Score -228415.1 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 955 members 
Entering Unmasked Estep 
Score: -226416.156250 Penalty: 2455.158691
	Iteration 0F: 3 clusters Score -226416.2 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -226818.562500 Penalty: 2455.158691
	Iteration 1F: 3 clusters Score -226818.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -226923.203125 Penalty: 2455.158691
	Iteration 2F: 3 clusters Score -226923.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -227018.750000 Penalty: 2455.158691
	Iteration 3Q: 3 clusters Score -227018.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -227096.609375 Penalty: 2455.158691
	Iteration 4Q: 3 clusters Score -227096.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -227167.734375 Penalty: 2455.158691
	Iteration 5Q: 3 clusters Score -227167.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -227236.171875 Penalty: 2455.158691
	Iteration 6Q: 3 clusters Score -227236.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -227320.531250 Penalty: 2455.158691
	Iteration 7Q: 3 clusters Score -227320.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -227438.906250 Penalty: 2455.158691
	Iteration 8Q: 3 clusters Score -227438.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -227546.734375 Penalty: 2455.158691
	Iteration 9Q: 3 clusters Score -227546.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -227625.718750 Penalty: 2455.158691
	Iteration 10Q: 3 clusters Score -227625.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -227718.343750 Penalty: 2455.158691
	Iteration 11Q: 3 clusters Score -227718.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -227842.406250 Penalty: 2455.158691
	Iteration 12Q: 3 clusters Score -227842.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -227935.906250 Penalty: 2455.158691
	Iteration 13Q: 3 clusters Score -227935.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -228027.531250 Penalty: 2455.158691
	Iteration 14Q: 3 clusters Score -228027.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -228091.968750 Penalty: 2455.158691
	Iteration 15Q: 3 clusters Score -228092 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -228149.765625 Penalty: 2455.158691
	Iteration 16Q: 3 clusters Score -228149.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -228187.421875 Penalty: 2455.158691
	Iteration 17Q: 3 clusters Score -228187.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -228216.390625 Penalty: 2455.158691
	Iteration 18Q: 3 clusters Score -228216.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -228236.843750 Penalty: 2455.158691
	Iteration 19Q: 3 clusters Score -228236.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -228249.906250 Penalty: 2455.158691
	Iteration 20F: 3 clusters Score -228249.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -228266.937500 Penalty: 2455.158691
	Iteration 21Q: 3 clusters Score -228266.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -228285.218750 Penalty: 2455.158691
	Iteration 22Q: 3 clusters Score -228285.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -228296.187500 Penalty: 2455.158691
	Iteration 23Q: 3 clusters Score -228296.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -228305.078125 Penalty: 2455.158691
	Iteration 24Q: 3 clusters Score -228305.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -228310.703125 Penalty: 2455.158691
	Iteration 25Q: 3 clusters Score -228310.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -228315.437500 Penalty: 2455.158691
	Iteration 26Q: 3 clusters Score -228315.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -228325.015625 Penalty: 2455.158691
	Iteration 27Q: 3 clusters Score -228325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -228327.000000 Penalty: 2455.158691
	Iteration 28Q: 3 clusters Score -228327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -228327.421875 Penalty: 2455.158691
	Iteration 29Q: 3 clusters Score -228327.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -228328.093750 Penalty: 2455.158691
	Iteration 30Q: 3 clusters Score -228328.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -228328.093750 Penalty: 2455.158691
	Iteration 31F: 3 clusters Score -228328.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -83806.343750 Penalty: 1093.984253
	Iteration 0F: 2 clusters Score -83806.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -82558.710938 Penalty: 2187.968506
	Iteration 0F: 3 clusters Score -82558.71 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -82888.476562 Penalty: 2187.968506
	Iteration 1F: 3 clusters Score -82888.48 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -83091.945312 Penalty: 2187.968506
	Iteration 2F: 3 clusters Score -83091.95 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -83260.921875 Penalty: 2187.968506
	Iteration 3F: 3 clusters Score -83260.92 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -83394.210938 Penalty: 2187.968506
	Iteration 4F: 3 clusters Score -83394.21 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -83453.742188 Penalty: 2187.968506
	Iteration 5Q: 3 clusters Score -83453.74 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -83496.367188 Penalty: 2187.968506
	Iteration 6Q: 3 clusters Score -83496.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -83526.320312 Penalty: 2187.968506
	Iteration 7Q: 3 clusters Score -83526.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -83554.726562 Penalty: 2187.968506
	Iteration 8Q: 3 clusters Score -83554.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -83579.437500 Penalty: 2187.968506
	Iteration 9Q: 3 clusters Score -83579.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -83598.812500 Penalty: 2187.968506
	Iteration 10Q: 3 clusters Score -83598.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -83610.625000 Penalty: 2187.968506
	Iteration 11Q: 3 clusters Score -83610.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -83631.062500 Penalty: 2187.968506
	Iteration 12Q: 3 clusters Score -83631.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -83650.257812 Penalty: 2187.968506
	Iteration 13Q: 3 clusters Score -83650.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83658.148438 Penalty: 2187.968506
	Iteration 14Q: 3 clusters Score -83658.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83662.507812 Penalty: 2187.968506
	Iteration 15Q: 3 clusters Score -83662.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -83668.835938 Penalty: 2187.968506
	Iteration 16Q: 3 clusters Score -83668.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -83676.335938 Penalty: 2187.968506
	Iteration 17Q: 3 clusters Score -83676.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -83687.218750 Penalty: 2187.968506
	Iteration 18Q: 3 clusters Score -83687.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -83692.687500 Penalty: 2187.968506
	Iteration 19Q: 3 clusters Score -83692.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -83696.179688 Penalty: 2187.968506
	Iteration 20F: 3 clusters Score -83696.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -83698.312500 Penalty: 2187.968506
	Iteration 21Q: 3 clusters Score -83698.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -83699.039062 Penalty: 2187.968506
	Iteration 22Q: 3 clusters Score -83699.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -83699.039062 Penalty: 2187.968506
	Iteration 23F: 3 clusters Score -83699.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -11249.935547 Penalty: 914.488464
	Iteration 0F: 2 clusters Score -11249.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10592.535156 Penalty: 1828.976929
	Iteration 0F: 3 clusters Score -10592.54 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10838.483398 Penalty: 1828.976929
	Iteration 1F: 3 clusters Score -10838.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -10913.477539 Penalty: 1828.976929
	Iteration 2F: 3 clusters Score -10913.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -10966.869141 Penalty: 1828.976929
	Iteration 3Q: 3 clusters Score -10966.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -11016.479492 Penalty: 1828.976929
	Iteration 4Q: 3 clusters Score -11016.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -11016.479492 Penalty: 1828.976929
	Iteration 5F: 3 clusters Score -11016.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Entering Unmasked Estep 
Score: -1699035.375000 Penalty: 1546.598755
	Iteration 0F: 2 clusters Score -1699035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1689504.625000 Penalty: 3093.197510
	Iteration 0F: 3 clusters Score -1689505 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1692909.125000 Penalty: 3093.197510
	Iteration 1F: 3 clusters Score -1692909 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1693451.125000 Penalty: 3093.197510
	Iteration 2F: 3 clusters Score -1693451 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1694054.125000 Penalty: 3093.197510
	Iteration 3F: 3 clusters Score -1694054 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1694727.000000 Penalty: 3093.197510
	Iteration 4F: 3 clusters Score -1694727 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1695355.625000 Penalty: 3093.197510
	Iteration 5F: 3 clusters Score -1695356 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1695890.000000 Penalty: 3093.197510
	Iteration 6F: 3 clusters Score -1695890 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1696304.625000 Penalty: 3093.197510
	Iteration 7F: 3 clusters Score -1696305 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1696593.000000 Penalty: 3093.197510
	Iteration 8Q: 3 clusters Score -1696593 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1696808.250000 Penalty: 3093.197510
	Iteration 9Q: 3 clusters Score -1696808 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1696979.375000 Penalty: 3093.197510
	Iteration 10Q: 3 clusters Score -1696979 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1697092.875000 Penalty: 3093.197510
	Iteration 11Q: 3 clusters Score -1697093 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1697181.375000 Penalty: 3093.197510
	Iteration 12Q: 3 clusters Score -1697181 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1697240.000000 Penalty: 3093.197510
	Iteration 13Q: 3 clusters Score -1697240 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1697280.375000 Penalty: 3093.197510
	Iteration 14Q: 3 clusters Score -1697280 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1697326.125000 Penalty: 3093.197510
	Iteration 15Q: 3 clusters Score -1697326 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1697346.750000 Penalty: 3093.197510
	Iteration 16Q: 3 clusters Score -1697347 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1697359.625000 Penalty: 3093.197510
	Iteration 17Q: 3 clusters Score -1697360 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1697367.375000 Penalty: 3093.197510
	Iteration 18Q: 3 clusters Score -1697367 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1697376.125000 Penalty: 3093.197510
	Iteration 19Q: 3 clusters Score -1697376 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1697386.125000 Penalty: 3093.197510
	Iteration 20F: 3 clusters Score -1697386 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1697389.250000 Penalty: 3093.197510
	Iteration 21Q: 3 clusters Score -1697389 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1697394.500000 Penalty: 3093.197510
	Iteration 22Q: 3 clusters Score -1697394 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1697403.500000 Penalty: 3093.197510
	Iteration 23Q: 3 clusters Score -1697404 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1697405.125000 Penalty: 3093.197510
	Iteration 24Q: 3 clusters Score -1697405 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1697410.375000 Penalty: 3093.197510
	Iteration 25Q: 3 clusters Score -1697410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1697409.750000 Penalty: 3093.197510
	Iteration 26Q: 3 clusters Score -1697410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1697415.000000 Penalty: 3093.197510
	Iteration 27Q: 3 clusters Score -1697415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1697413.500000 Penalty: 3093.197510
	Iteration 28Q: 3 clusters Score -1697414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1697414.375000 Penalty: 3093.197510
	Iteration 29Q: 3 clusters Score -1697414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1697416.500000 Penalty: 3093.197510
	Iteration 30Q: 3 clusters Score -1697416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1697416.500000 Penalty: 3093.197510
	Iteration 31Q: 3 clusters Score -1697416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1697419.125000 Penalty: 3093.197510
	Iteration 32Q: 3 clusters Score -1697419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1697419.375000 Penalty: 3093.197510
	Iteration 33Q: 3 clusters Score -1697419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1697423.125000 Penalty: 3093.197510
	Iteration 34Q: 3 clusters Score -1697423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1697423.875000 Penalty: 3093.197510
	Iteration 35Q: 3 clusters Score -1697424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1697424.375000 Penalty: 3093.197510
	Iteration 36Q: 3 clusters Score -1697424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1697422.875000 Penalty: 3093.197510
	Iteration 37Q: 3 clusters Score -1697423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1697425.875000 Penalty: 3093.197510
	Iteration 38Q: 3 clusters Score -1697426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1697424.500000 Penalty: 3093.197510
	Iteration 39Q: 3 clusters Score -1697424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1697426.750000 Penalty: 3093.197510
	Iteration 40F: 3 clusters Score -1697427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1697426.250000 Penalty: 3093.197510
	Iteration 41Q: 3 clusters Score -1697426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1697426.250000 Penalty: 3093.197510
	Iteration 42F: 3 clusters Score -1697426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Entering Unmasked Estep 
Score: -1262893.750000 Penalty: 1497.150879
	Iteration 0F: 2 clusters Score -1262894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1255720.125000 Penalty: 2994.301758
	Iteration 0F: 3 clusters Score -1255720 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1258253.000000 Penalty: 2994.301758
	Iteration 1F: 3 clusters Score -1258253 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1258803.375000 Penalty: 2994.301758
	Iteration 2F: 3 clusters Score -1258803 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1259360.750000 Penalty: 2994.301758
	Iteration 3F: 3 clusters Score -1259361 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1259912.250000 Penalty: 2994.301758
	Iteration 4F: 3 clusters Score -1259912 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1260391.750000 Penalty: 2994.301758
	Iteration 5F: 3 clusters Score -1260392 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1260756.000000 Penalty: 2994.301758
	Iteration 6F: 3 clusters Score -1260756 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1261017.125000 Penalty: 2994.301758
	Iteration 7Q: 3 clusters Score -1261017 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1261228.250000 Penalty: 2994.301758
	Iteration 8Q: 3 clusters Score -1261228 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1261384.500000 Penalty: 2994.301758
	Iteration 9Q: 3 clusters Score -1261384 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1261485.375000 Penalty: 2994.301758
	Iteration 10Q: 3 clusters Score -1261485 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1261554.125000 Penalty: 2994.301758
	Iteration 11Q: 3 clusters Score -1261554 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1261603.625000 Penalty: 2994.301758
	Iteration 12Q: 3 clusters Score -1261604 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1261643.875000 Penalty: 2994.301758
	Iteration 13Q: 3 clusters Score -1261644 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1261681.875000 Penalty: 2994.301758
	Iteration 14Q: 3 clusters Score -1261682 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1261716.625000 Penalty: 2994.301758
	Iteration 15Q: 3 clusters Score -1261717 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1261754.125000 Penalty: 2994.301758
	Iteration 16Q: 3 clusters Score -1261754 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1261781.250000 Penalty: 2994.301758
	Iteration 17Q: 3 clusters Score -1261781 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1261799.750000 Penalty: 2994.301758
	Iteration 18Q: 3 clusters Score -1261800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1261813.000000 Penalty: 2994.301758
	Iteration 19Q: 3 clusters Score -1261813 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1261820.250000 Penalty: 2994.301758
	Iteration 20F: 3 clusters Score -1261820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1261829.125000 Penalty: 2994.301758
	Iteration 21Q: 3 clusters Score -1261829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1261835.375000 Penalty: 2994.301758
	Iteration 22Q: 3 clusters Score -1261835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1261839.500000 Penalty: 2994.301758
	Iteration 23Q: 3 clusters Score -1261840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1261843.375000 Penalty: 2994.301758
	Iteration 24Q: 3 clusters Score -1261843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1261853.750000 Penalty: 2994.301758
	Iteration 25Q: 3 clusters Score -1261854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1261855.500000 Penalty: 2994.301758
	Iteration 26Q: 3 clusters Score -1261856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1261860.625000 Penalty: 2994.301758
	Iteration 27Q: 3 clusters Score -1261861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1261863.625000 Penalty: 2994.301758
	Iteration 28Q: 3 clusters Score -1261864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1261868.250000 Penalty: 2994.301758
	Iteration 29Q: 3 clusters Score -1261868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1261871.875000 Penalty: 2994.301758
	Iteration 30Q: 3 clusters Score -1261872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1261874.125000 Penalty: 2994.301758
	Iteration 31Q: 3 clusters Score -1261874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1261872.875000 Penalty: 2994.301758
	Iteration 32Q: 3 clusters Score -1261873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1261872.125000 Penalty: 2994.301758
	Iteration 33Q: 3 clusters Score -1261872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1261871.375000 Penalty: 2994.301758
	Iteration 34Q: 3 clusters Score -1261871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1261871.500000 Penalty: 2994.301758
	Iteration 35Q: 3 clusters Score -1261872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1261872.875000 Penalty: 2994.301758
	Iteration 36Q: 3 clusters Score -1261873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1261872.875000 Penalty: 2994.301758
	Iteration 37F: 3 clusters Score -1261873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Entering Unmasked Estep 
Score: -1217244.750000 Penalty: 1493.860962
	Iteration 0F: 2 clusters Score -1217245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1210214.250000 Penalty: 2987.721924
	Iteration 0F: 3 clusters Score -1210214 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1212611.375000 Penalty: 2987.721924
	Iteration 1F: 3 clusters Score -1212611 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1212923.250000 Penalty: 2987.721924
	Iteration 2F: 3 clusters Score -1212923 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1213173.500000 Penalty: 2987.721924
	Iteration 3F: 3 clusters Score -1213174 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1213403.375000 Penalty: 2987.721924
	Iteration 4Q: 3 clusters Score -1213403 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1213631.875000 Penalty: 2987.721924
	Iteration 5Q: 3 clusters Score -1213632 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1213863.625000 Penalty: 2987.721924
	Iteration 6Q: 3 clusters Score -1213864 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1214117.125000 Penalty: 2987.721924
	Iteration 7Q: 3 clusters Score -1214117 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1214395.000000 Penalty: 2987.721924
	Iteration 8Q: 3 clusters Score -1214395 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1214670.125000 Penalty: 2987.721924
	Iteration 9Q: 3 clusters Score -1214670 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1214937.000000 Penalty: 2987.721924
	Iteration 10Q: 3 clusters Score -1214937 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1215206.125000 Penalty: 2987.721924
	Iteration 11Q: 3 clusters Score -1215206 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1215451.250000 Penalty: 2987.721924
	Iteration 12Q: 3 clusters Score -1215451 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1215644.000000 Penalty: 2987.721924
	Iteration 13Q: 3 clusters Score -1215644 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1215760.750000 Penalty: 2987.721924
	Iteration 14Q: 3 clusters Score -1215761 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1215850.625000 Penalty: 2987.721924
	Iteration 15Q: 3 clusters Score -1215851 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1215907.125000 Penalty: 2987.721924
	Iteration 16Q: 3 clusters Score -1215907 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1215940.625000 Penalty: 2987.721924
	Iteration 17Q: 3 clusters Score -1215941 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1215966.375000 Penalty: 2987.721924
	Iteration 18Q: 3 clusters Score -1215966 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1215991.125000 Penalty: 2987.721924
	Iteration 19Q: 3 clusters Score -1215991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1216004.875000 Penalty: 2987.721924
	Iteration 20F: 3 clusters Score -1216005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1216015.125000 Penalty: 2987.721924
	Iteration 21Q: 3 clusters Score -1216015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1216016.250000 Penalty: 2987.721924
	Iteration 22Q: 3 clusters Score -1216016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1216018.125000 Penalty: 2987.721924
	Iteration 23Q: 3 clusters Score -1216018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1216018.750000 Penalty: 2987.721924
	Iteration 24Q: 3 clusters Score -1216019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1216021.500000 Penalty: 2987.721924
	Iteration 25Q: 3 clusters Score -1216022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1216021.750000 Penalty: 2987.721924
	Iteration 26Q: 3 clusters Score -1216022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1216025.125000 Penalty: 2987.721924
	Iteration 27Q: 3 clusters Score -1216025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1216026.875000 Penalty: 2987.721924
	Iteration 28Q: 3 clusters Score -1216027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1216026.000000 Penalty: 2987.721924
	Iteration 29Q: 3 clusters Score -1216026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1216027.625000 Penalty: 2987.721924
	Iteration 30Q: 3 clusters Score -1216028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1216028.875000 Penalty: 2987.721924
	Iteration 31Q: 3 clusters Score -1216029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1216030.375000 Penalty: 2987.721924
	Iteration 32Q: 3 clusters Score -1216030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1216030.375000 Penalty: 2987.721924
	Iteration 33F: 3 clusters Score -1216030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -49895.500000 Penalty: 986.869751
	Iteration 0F: 2 clusters Score -49895.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -48924.195312 Penalty: 1973.739502
	Iteration 0F: 3 clusters Score -48924.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49100.968750 Penalty: 1973.739502
	Iteration 1F: 3 clusters Score -49100.97 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -49210.828125 Penalty: 1973.739502
	Iteration 2F: 3 clusters Score -49210.83 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -49357.945312 Penalty: 1973.739502
	Iteration 3F: 3 clusters Score -49357.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -49424.507812 Penalty: 1973.739502
	Iteration 4F: 3 clusters Score -49424.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -49471.675781 Penalty: 1973.739502
	Iteration 5Q: 3 clusters Score -49471.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -49600.273438 Penalty: 1973.739502
	Iteration 6Q: 3 clusters Score -49600.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -49635.976562 Penalty: 1973.739502
	Iteration 7Q: 3 clusters Score -49635.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -49651.199219 Penalty: 1973.739502
	Iteration 8Q: 3 clusters Score -49651.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -49651.199219 Penalty: 1973.739502
	Iteration 9F: 3 clusters Score -49651.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (107976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107976 members 
Entering Unmasked Estep 
Score: -13630473.000000 Penalty: 1883.320435
	Iteration 0F: 2 clusters Score -1.363047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53989 members 
Mstep: Class 2 contains 53987 members 
Entering Unmasked Estep 
Score: -13568540.000000 Penalty: 3766.640869
	Iteration 0F: 3 clusters Score -1.356854e+07 nChanged 51650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 53089 members 
Entering Unmasked Estep 
Score: -13598663.000000 Penalty: 3766.640869
	Iteration 1F: 3 clusters Score -1.359866e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55208 members 
Mstep: Class 2 contains 52768 members 
Entering Unmasked Estep 
Score: -13599379.000000 Penalty: 3766.640869
	Iteration 2Q: 3 clusters Score -1.359938e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55619 members 
Mstep: Class 2 contains 52357 members 
Entering Unmasked Estep 
Score: -13600193.000000 Penalty: 3766.640869
	Iteration 3Q: 3 clusters Score -1.360019e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56158 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -13600959.000000 Penalty: 3766.640869
	Iteration 4Q: 3 clusters Score -1.360096e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56977 members 
Mstep: Class 2 contains 50999 members 
Entering Unmasked Estep 
Score: -13601918.000000 Penalty: 3766.640869
	Iteration 5Q: 3 clusters Score -1.360192e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57980 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -13602880.000000 Penalty: 3766.640869
	Iteration 6Q: 3 clusters Score -1.360288e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59289 members 
Mstep: Class 2 contains 48687 members 
Entering Unmasked Estep 
Score: -13604214.000000 Penalty: 3766.640869
	Iteration 7Q: 3 clusters Score -1.360421e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60948 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
Score: -13605562.000000 Penalty: 3766.640869
	Iteration 8Q: 3 clusters Score -1.360556e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62944 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -13607278.000000 Penalty: 3766.640869
	Iteration 9Q: 3 clusters Score -1.360728e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65322 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -13609525.000000 Penalty: 3766.640869
	Iteration 10Q: 3 clusters Score -1.360952e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68106 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -13612262.000000 Penalty: 3766.640869
	Iteration 11Q: 3 clusters Score -1.361226e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70984 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -13616001.000000 Penalty: 3766.640869
	Iteration 12Q: 3 clusters Score -1.3616e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73407 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -13619384.000000 Penalty: 3766.640869
	Iteration 13Q: 3 clusters Score -1.361938e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75376 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -13621518.000000 Penalty: 3766.640869
	Iteration 14Q: 3 clusters Score -1.362152e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77194 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -13622570.000000 Penalty: 3766.640869
	Iteration 15Q: 3 clusters Score -1.362257e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79073 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -13623329.000000 Penalty: 3766.640869
	Iteration 16Q: 3 clusters Score -1.362333e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81008 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -13623889.000000 Penalty: 3766.640869
	Iteration 17Q: 3 clusters Score -1.362389e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83018 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -13624680.000000 Penalty: 3766.640869
	Iteration 18Q: 3 clusters Score -1.362468e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85127 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -13625436.000000 Penalty: 3766.640869
	Iteration 19Q: 3 clusters Score -1.362544e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87302 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -13626297.000000 Penalty: 3766.640869
	Iteration 20F: 3 clusters Score -1.36263e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89580 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -13627267.000000 Penalty: 3766.640869
	Iteration 21Q: 3 clusters Score -1.362727e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91830 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -13628276.000000 Penalty: 3766.640869
	Iteration 22Q: 3 clusters Score -1.362828e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94042 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -13629264.000000 Penalty: 3766.640869
	Iteration 23Q: 3 clusters Score -1.362926e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96168 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -13629864.000000 Penalty: 3766.640869
	Iteration 24Q: 3 clusters Score -1.362986e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98159 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -13630211.000000 Penalty: 3766.640869
	Iteration 25Q: 3 clusters Score -1.363021e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99993 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -13630308.000000 Penalty: 3766.640869
	Iteration 26Q: 3 clusters Score -1.363031e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101582 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -13630189.000000 Penalty: 3766.640869
	Iteration 27Q: 3 clusters Score -1.363019e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102884 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -13629961.000000 Penalty: 3766.640869
	Iteration 28Q: 3 clusters Score -1.362996e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103902 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -13629807.000000 Penalty: 3766.640869
	Iteration 29Q: 3 clusters Score -1.362981e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104713 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -13629652.000000 Penalty: 3766.640869
	Iteration 30Q: 3 clusters Score -1.362965e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105377 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -13629446.000000 Penalty: 3766.640869
	Iteration 31Q: 3 clusters Score -1.362945e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105908 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -13629460.000000 Penalty: 3766.640869
	Iteration 32Q: 3 clusters Score -1.362946e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106323 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -13629364.000000 Penalty: 3766.640869
	Iteration 33Q: 3 clusters Score -1.362936e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106631 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -13629335.000000 Penalty: 3766.640869
	Iteration 34Q: 3 clusters Score -1.362934e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106821 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -13629308.000000 Penalty: 3766.640869
	Iteration 35Q: 3 clusters Score -1.362931e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106970 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -13629305.000000 Penalty: 3766.640869
	Iteration 36Q: 3 clusters Score -1.36293e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107080 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -13629284.000000 Penalty: 3766.640869
	Iteration 37Q: 3 clusters Score -1.362928e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107161 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -13629248.000000 Penalty: 3766.640869
	Iteration 38Q: 3 clusters Score -1.362925e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107219 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -13629269.000000 Penalty: 3766.640869
	Iteration 39Q: 3 clusters Score -1.362927e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107259 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -13629259.000000 Penalty: 3766.640869
	Iteration 40F: 3 clusters Score -1.362926e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107300 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -13629247.000000 Penalty: 3766.640869
	Iteration 41Q: 3 clusters Score -1.362925e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107336 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -13629251.000000 Penalty: 3766.640869
	Iteration 42Q: 3 clusters Score -1.362925e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107374 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -13629250.000000 Penalty: 3766.640869
	Iteration 43Q: 3 clusters Score -1.362925e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107397 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -13629262.000000 Penalty: 3766.640869
	Iteration 44Q: 3 clusters Score -1.362926e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107407 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -13629265.000000 Penalty: 3766.640869
	Iteration 45Q: 3 clusters Score -1.362926e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107419 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -13629261.000000 Penalty: 3766.640869
	Iteration 46Q: 3 clusters Score -1.362926e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107431 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -13629248.000000 Penalty: 3766.640869
	Iteration 47Q: 3 clusters Score -1.362925e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107443 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -13629243.000000 Penalty: 3766.640869
	Iteration 48Q: 3 clusters Score -1.362924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107450 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -13629241.000000 Penalty: 3766.640869
	Iteration 49Q: 3 clusters Score -1.362924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107457 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -13629244.000000 Penalty: 3766.640869
	Iteration 50Q: 3 clusters Score -1.362924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107462 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -13629242.000000 Penalty: 3766.640869
	Iteration 51Q: 3 clusters Score -1.362924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107466 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -13629241.000000 Penalty: 3766.640869
	Iteration 52Q: 3 clusters Score -1.362924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107471 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -13629233.000000 Penalty: 3766.640869
	Iteration 53Q: 3 clusters Score -1.362923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107474 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -13629241.000000 Penalty: 3766.640869
	Iteration 54Q: 3 clusters Score -1.362924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107476 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -13629237.000000 Penalty: 3766.640869
	Iteration 55Q: 3 clusters Score -1.362924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107478 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -13629249.000000 Penalty: 3766.640869
	Iteration 56Q: 3 clusters Score -1.362925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107480 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -13629239.000000 Penalty: 3766.640869
	Iteration 57Q: 3 clusters Score -1.362924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107481 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -13629237.000000 Penalty: 3766.640869
	Iteration 58Q: 3 clusters Score -1.362924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107481 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -13629237.000000 Penalty: 3766.640869
	Iteration 59F: 3 clusters Score -1.362924e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -48131.968750 Penalty: 1012.772827
	Iteration 0F: 2 clusters Score -48131.97 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 266 members 
Entering Unmasked Estep 
Score: -47218.871094 Penalty: 2025.545654
	Iteration 0F: 3 clusters Score -47218.87 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -47654.191406 Penalty: 2025.545654
	Iteration 1F: 3 clusters Score -47654.19 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -47802.886719 Penalty: 2025.545654
	Iteration 2F: 3 clusters Score -47802.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -47846.886719 Penalty: 2025.545654
	Iteration 3F: 3 clusters Score -47846.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47858.000000 Penalty: 2025.545654
	Iteration 4Q: 3 clusters Score -47858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47872.949219 Penalty: 2025.545654
	Iteration 5Q: 3 clusters Score -47872.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47881.527344 Penalty: 2025.545654
	Iteration 6Q: 3 clusters Score -47881.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47882.753906 Penalty: 2025.545654
	Iteration 7Q: 3 clusters Score -47882.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47882.753906 Penalty: 2025.545654
	Iteration 8F: 3 clusters Score -47882.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -135477.812500 Penalty: 1155.089600
	Iteration 0F: 2 clusters Score -135477.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -133889.359375 Penalty: 2310.179199
	Iteration 0F: 3 clusters Score -133889.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -134300.421875 Penalty: 2310.179199
	Iteration 1F: 3 clusters Score -134300.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -134451.750000 Penalty: 2310.179199
	Iteration 2F: 3 clusters Score -134451.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -134590.765625 Penalty: 2310.179199
	Iteration 3F: 3 clusters Score -134590.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -134670.796875 Penalty: 2310.179199
	Iteration 4Q: 3 clusters Score -134670.8 nChanged 53
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: -134740.109375 Penalty: 2310.179199
	Iteration 5Q: 3 clusters Score -134740.1 nChanged 35
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: -134789.281250 Penalty: 2310.179199
	Iteration 6Q: 3 clusters Score -134789.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -134837.093750 Penalty: 2310.179199
	Iteration 7Q: 3 clusters Score -134837.1 nChanged 34
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: -134891.484375 Penalty: 2310.179199
	Iteration 8Q: 3 clusters Score -134891.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -134950.281250 Penalty: 2310.179199
	Iteration 9Q: 3 clusters Score -134950.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -134986.125000 Penalty: 2310.179199
	Iteration 10Q: 3 clusters Score -134986.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -135013.281250 Penalty: 2310.179199
	Iteration 11Q: 3 clusters Score -135013.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -135030.859375 Penalty: 2310.179199
	Iteration 12Q: 3 clusters Score -135030.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -135041.984375 Penalty: 2310.179199
	Iteration 13Q: 3 clusters Score -135042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -135044.468750 Penalty: 2310.179199
	Iteration 14Q: 3 clusters Score -135044.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -135045.312500 Penalty: 2310.179199
	Iteration 15Q: 3 clusters Score -135045.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -135045.812500 Penalty: 2310.179199
	Iteration 16Q: 3 clusters Score -135045.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -135045.812500 Penalty: 2310.179199
	Iteration 17F: 3 clusters Score -135045.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Entering Unmasked Estep 
Score: -1029877.312500 Penalty: 1466.714722
	Iteration 0F: 2 clusters Score -1029877 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 4183 members 
Entering Unmasked Estep 
Score: -1023824.937500 Penalty: 2933.429443
	Iteration 0F: 3 clusters Score -1023825 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1025709.125000 Penalty: 2933.429443
	Iteration 1F: 3 clusters Score -1025709 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1025974.625000 Penalty: 2933.429443
	Iteration 2F: 3 clusters Score -1025975 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1026191.500000 Penalty: 2933.429443
	Iteration 3F: 3 clusters Score -1026192 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1026384.250000 Penalty: 2933.429443
	Iteration 4Q: 3 clusters Score -1026384 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1026594.000000 Penalty: 2933.429443
	Iteration 5Q: 3 clusters Score -1026594 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1026842.937500 Penalty: 2933.429443
	Iteration 6Q: 3 clusters Score -1026843 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1027147.125000 Penalty: 2933.429443
	Iteration 7Q: 3 clusters Score -1027147 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1027437.750000 Penalty: 2933.429443
	Iteration 8Q: 3 clusters Score -1027438 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1027762.875000 Penalty: 2933.429443
	Iteration 9Q: 3 clusters Score -1027763 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1028106.062500 Penalty: 2933.429443
	Iteration 10Q: 3 clusters Score -1028106 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1028367.250000 Penalty: 2933.429443
	Iteration 11Q: 3 clusters Score -1028367 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1028537.062500 Penalty: 2933.429443
	Iteration 12Q: 3 clusters Score -1028537 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1028631.687500 Penalty: 2933.429443
	Iteration 13Q: 3 clusters Score -1028632 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1028697.875000 Penalty: 2933.429443
	Iteration 14Q: 3 clusters Score -1028698 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1028738.187500 Penalty: 2933.429443
	Iteration 15Q: 3 clusters Score -1028738 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1028760.437500 Penalty: 2933.429443
	Iteration 16Q: 3 clusters Score -1028760 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1028780.062500 Penalty: 2933.429443
	Iteration 17Q: 3 clusters Score -1028780 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1028799.000000 Penalty: 2933.429443
	Iteration 18Q: 3 clusters Score -1028799 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1028810.375000 Penalty: 2933.429443
	Iteration 19Q: 3 clusters Score -1028810 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1028820.750000 Penalty: 2933.429443
	Iteration 20F: 3 clusters Score -1028821 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1028830.062500 Penalty: 2933.429443
	Iteration 21Q: 3 clusters Score -1028830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1028837.187500 Penalty: 2933.429443
	Iteration 22Q: 3 clusters Score -1028837 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1028842.875000 Penalty: 2933.429443
	Iteration 23Q: 3 clusters Score -1028843 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1028849.000000 Penalty: 2933.429443
	Iteration 24Q: 3 clusters Score -1028849 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1028853.250000 Penalty: 2933.429443
	Iteration 25Q: 3 clusters Score -1028853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1028854.062500 Penalty: 2933.429443
	Iteration 26Q: 3 clusters Score -1028854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1028858.000000 Penalty: 2933.429443
	Iteration 27Q: 3 clusters Score -1028858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1028858.250000 Penalty: 2933.429443
	Iteration 28Q: 3 clusters Score -1028858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1028860.625000 Penalty: 2933.429443
	Iteration 29Q: 3 clusters Score -1028861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1028865.187500 Penalty: 2933.429443
	Iteration 30Q: 3 clusters Score -1028865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1028868.000000 Penalty: 2933.429443
	Iteration 31Q: 3 clusters Score -1028868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1028870.937500 Penalty: 2933.429443
	Iteration 32Q: 3 clusters Score -1028871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1028870.437500 Penalty: 2933.429443
	Iteration 33Q: 3 clusters Score -1028870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1028872.250000 Penalty: 2933.429443
	Iteration 34Q: 3 clusters Score -1028872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1028876.687500 Penalty: 2933.429443
	Iteration 35Q: 3 clusters Score -1028877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1028877.375000 Penalty: 2933.429443
	Iteration 36Q: 3 clusters Score -1028877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1028877.000000 Penalty: 2933.429443
	Iteration 37Q: 3 clusters Score -1028877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1028878.437500 Penalty: 2933.429443
	Iteration 38Q: 3 clusters Score -1028878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1028880.812500 Penalty: 2933.429443
	Iteration 39Q: 3 clusters Score -1028881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1028880.500000 Penalty: 2933.429443
	Iteration 40F: 3 clusters Score -1028880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1028882.000000 Penalty: 2933.429443
	Iteration 41Q: 3 clusters Score -1028882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1028879.812500 Penalty: 2933.429443
	Iteration 42Q: 3 clusters Score -1028880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1028881.187500 Penalty: 2933.429443
	Iteration 43Q: 3 clusters Score -1028881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1028881.375000 Penalty: 2933.429443
	Iteration 44Q: 3 clusters Score -1028881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1028882.312500 Penalty: 2933.429443
	Iteration 45Q: 3 clusters Score -1028882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1028881.812500 Penalty: 2933.429443
	Iteration 46Q: 3 clusters Score -1028882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1028881.687500 Penalty: 2933.429443
	Iteration 47Q: 3 clusters Score -1028882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1028881.687500 Penalty: 2933.429443
	Iteration 48F: 3 clusters Score -1028882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Entering Unmasked Estep 
Score: -200245.421875 Penalty: 1198.682617
	Iteration 0F: 2 clusters Score -200245.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -198400.734375 Penalty: 2397.365234
	Iteration 0F: 3 clusters Score -198400.7 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -198765.421875 Penalty: 2397.365234
	Iteration 1F: 3 clusters Score -198765.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -198839.093750 Penalty: 2397.365234
	Iteration 2F: 3 clusters Score -198839.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -198876.859375 Penalty: 2397.365234
	Iteration 3Q: 3 clusters Score -198876.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -198899.921875 Penalty: 2397.365234
	Iteration 4Q: 3 clusters Score -198899.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -198922.546875 Penalty: 2397.365234
	Iteration 5Q: 3 clusters Score -198922.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -198942.515625 Penalty: 2397.365234
	Iteration 6Q: 3 clusters Score -198942.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -198960.250000 Penalty: 2397.365234
	Iteration 7Q: 3 clusters Score -198960.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -198970.734375 Penalty: 2397.365234
	Iteration 8Q: 3 clusters Score -198970.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -198974.312500 Penalty: 2397.365234
	Iteration 9Q: 3 clusters Score -198974.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -198975.843750 Penalty: 2397.365234
	Iteration 10Q: 3 clusters Score -198975.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -198975.843750 Penalty: 2397.365234
	Iteration 11F: 3 clusters Score -198975.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 105126 members 
Mstep: Class 3 contains 6591 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9441 members 
Mstep: Class 6 contains 44119 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 6942 members 
Mstep: Class 9 contains 87070 members 
Mstep: Class 10 contains 79991 members 
Mstep: Class 11 contains 96243 members 
Mstep: Class 12 contains 50242 members 
Mstep: Class 13 contains 5009 members 
Mstep: Class 14 contains 104075 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 1378 members 
Mstep: Class 17 contains 498 members 
Mstep: Class 18 contains 6159 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 25391 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1661 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9674 members 
Mstep: Class 25 contains 96532 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6783 members 
Mstep: Class 28 contains 3829 members 
Mstep: Class 29 contains 3273 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 13596 members 
Mstep: Class 34 contains 10029 members 
Mstep: Class 35 contains 9828 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 107976 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1222 members 
Mstep: Class 40 contains 8316 members 
Mstep: Class 41 contains 1598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780840.000000 Penalty: 91479.007812
Iteration 159Q: 42 clusters Score -1.117808e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 105156 members 
Mstep: Class 3 contains 6590 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9441 members 
Mstep: Class 6 contains 44058 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 6943 members 
Mstep: Class 9 contains 87191 members 
Mstep: Class 10 contains 79975 members 
Mstep: Class 11 contains 96299 members 
Mstep: Class 12 contains 50130 members 
Mstep: Class 13 contains 5010 members 
Mstep: Class 14 contains 104068 members 
Mstep: Class 15 contains 3071 members 
Mstep: Class 16 contains 1378 members 
Mstep: Class 17 contains 498 members 
Mstep: Class 18 contains 6162 members 
Mstep: Class 19 contains 3562 members 
Mstep: Class 20 contains 25382 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1661 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9676 members 
Mstep: Class 25 contains 96526 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6781 members 
Mstep: Class 28 contains 3825 members 
Mstep: Class 29 contains 3271 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 13602 members 
Mstep: Class 34 contains 10033 members 
Mstep: Class 35 contains 9827 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 107966 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1222 members 
Mstep: Class 40 contains 8317 members 
Mstep: Class 41 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781000.000000 Penalty: 91479.007812
Iteration 160F: 42 clusters Score -1.11781e+08 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 105159 members 
Mstep: Class 3 contains 6590 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9441 members 
Mstep: Class 6 contains 44018 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 6943 members 
Mstep: Class 9 contains 87292 members 
Mstep: Class 10 contains 79984 members 
Mstep: Class 11 contains 96368 members 
Mstep: Class 12 contains 49996 members 
Mstep: Class 13 contains 5011 members 
Mstep: Class 14 contains 104064 members 
Mstep: Class 15 contains 3071 members 
Mstep: Class 16 contains 1378 members 
Mstep: Class 17 contains 498 members 
Mstep: Class 18 contains 6160 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 25381 members 
Mstep: Class 21 contains 387 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9677 members 
Mstep: Class 25 contains 96539 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6781 members 
Mstep: Class 28 contains 3820 members 
Mstep: Class 29 contains 3265 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 283 members 
Mstep: Class 33 contains 13602 members 
Mstep: Class 34 contains 10035 members 
Mstep: Class 35 contains 9830 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 107950 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1222 members 
Mstep: Class 40 contains 8319 members 
Mstep: Class 41 contains 1603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781200.000000 Penalty: 91479.007812
Iteration 161Q: 42 clusters Score -1.117812e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 105179 members 
Mstep: Class 3 contains 6586 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9441 members 
Mstep: Class 6 contains 43995 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 8 contains 6943 members 
Mstep: Class 9 contains 87402 members 
Mstep: Class 10 contains 79981 members 
Mstep: Class 11 contains 96426 members 
Mstep: Class 12 contains 49858 members 
Mstep: Class 13 contains 5009 members 
Mstep: Class 14 contains 104063 members 
Mstep: Class 15 contains 3072 members 
Mstep: Class 16 contains 1378 members 
Mstep: Class 17 contains 498 members 
Mstep: Class 18 contains 6159 members 
Mstep: Class 19 contains 3562 members 
Mstep: Class 20 contains 25376 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9684 members 
Mstep: Class 25 contains 96543 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6781 members 
Mstep: Class 28 contains 3816 members 
Mstep: Class 29 contains 3260 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 283 members 
Mstep: Class 33 contains 13604 members 
Mstep: Class 34 contains 10037 members 
Mstep: Class 35 contains 9827 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 107932 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1223 members 
Mstep: Class 40 contains 8324 members 
Mstep: Class 41 contains 1604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781208.000000 Penalty: 91479.007812
Iteration 162Q: 42 clusters Score -1.117812e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 105183 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9440 members 
Mstep: Class 6 contains 43984 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 6943 members 
Mstep: Class 9 contains 87525 members 
Mstep: Class 10 contains 79964 members 
Mstep: Class 11 contains 96505 members 
Mstep: Class 12 contains 49722 members 
Mstep: Class 13 contains 5009 members 
Mstep: Class 14 contains 104022 members 
Mstep: Class 15 contains 3073 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 498 members 
Mstep: Class 18 contains 6160 members 
Mstep: Class 19 contains 3560 members 
Mstep: Class 20 contains 25371 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9694 members 
Mstep: Class 25 contains 96578 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6780 members 
Mstep: Class 28 contains 3811 members 
Mstep: Class 29 contains 3255 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 843 members 
Mstep: Class 32 contains 281 members 
Mstep: Class 33 contains 13606 members 
Mstep: Class 34 contains 10042 members 
Mstep: Class 35 contains 9828 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 107887 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1223 members 
Mstep: Class 40 contains 8326 members 
Mstep: Class 41 contains 1608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781128.000000 Penalty: 91479.007812
Iteration 163Q: 42 clusters Score -1.117811e+08 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 105205 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9440 members 
Mstep: Class 6 contains 43956 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 6942 members 
Mstep: Class 9 contains 87624 members 
Mstep: Class 10 contains 79954 members 
Mstep: Class 11 contains 96581 members 
Mstep: Class 12 contains 49625 members 
Mstep: Class 13 contains 5009 members 
Mstep: Class 14 contains 103976 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 498 members 
Mstep: Class 18 contains 6155 members 
Mstep: Class 19 contains 3557 members 
Mstep: Class 20 contains 25367 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9702 members 
Mstep: Class 25 contains 96585 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6779 members 
Mstep: Class 28 contains 3806 members 
Mstep: Class 29 contains 3264 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 282 members 
Mstep: Class 33 contains 13606 members 
Mstep: Class 34 contains 10046 members 
Mstep: Class 35 contains 9829 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 107855 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1225 members 
Mstep: Class 40 contains 8325 members 
Mstep: Class 41 contains 1609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781168.000000 Penalty: 91479.007812
Iteration 164Q: 42 clusters Score -1.117812e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 105211 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9440 members 
Mstep: Class 6 contains 43918 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 6939 members 
Mstep: Class 9 contains 87717 members 
Mstep: Class 10 contains 79959 members 
Mstep: Class 11 contains 96652 members 
Mstep: Class 12 contains 49547 members 
Mstep: Class 13 contains 5006 members 
Mstep: Class 14 contains 103949 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 6151 members 
Mstep: Class 19 contains 3556 members 
Mstep: Class 20 contains 25365 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9705 members 
Mstep: Class 25 contains 96596 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6778 members 
Mstep: Class 28 contains 3799 members 
Mstep: Class 29 contains 3264 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 282 members 
Mstep: Class 33 contains 13607 members 
Mstep: Class 34 contains 10048 members 
Mstep: Class 35 contains 9827 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 107820 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1225 members 
Mstep: Class 40 contains 8327 members 
Mstep: Class 41 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781024.000000 Penalty: 91479.007812
Iteration 165Q: 42 clusters Score -1.11781e+08 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 105234 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9441 members 
Mstep: Class 6 contains 43880 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 6940 members 
Mstep: Class 9 contains 87785 members 
Mstep: Class 10 contains 79962 members 
Mstep: Class 11 contains 96724 members 
Mstep: Class 12 contains 49482 members 
Mstep: Class 13 contains 5001 members 
Mstep: Class 14 contains 103948 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 6148 members 
Mstep: Class 19 contains 3555 members 
Mstep: Class 20 contains 25366 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9703 members 
Mstep: Class 25 contains 96571 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6779 members 
Mstep: Class 28 contains 3794 members 
Mstep: Class 29 contains 3267 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 282 members 
Mstep: Class 33 contains 13612 members 
Mstep: Class 34 contains 10048 members 
Mstep: Class 35 contains 9822 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 107789 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1225 members 
Mstep: Class 40 contains 8326 members 
Mstep: Class 41 contains 1612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781224.000000 Penalty: 91479.007812
Iteration 166Q: 42 clusters Score -1.117812e+08 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 105249 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9441 members 
Mstep: Class 6 contains 43853 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 6938 members 
Mstep: Class 9 contains 87851 members 
Mstep: Class 10 contains 79953 members 
Mstep: Class 11 contains 96804 members 
Mstep: Class 12 contains 49412 members 
Mstep: Class 13 contains 4998 members 
Mstep: Class 14 contains 103963 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 6146 members 
Mstep: Class 19 contains 3555 members 
Mstep: Class 20 contains 25370 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9707 members 
Mstep: Class 25 contains 96568 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6780 members 
Mstep: Class 28 contains 3788 members 
Mstep: Class 29 contains 3270 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 282 members 
Mstep: Class 33 contains 13609 members 
Mstep: Class 34 contains 10049 members 
Mstep: Class 35 contains 9822 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 107729 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1225 members 
Mstep: Class 40 contains 8318 members 
Mstep: Class 41 contains 1613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781160.000000 Penalty: 91479.007812
Iteration 167Q: 42 clusters Score -1.117812e+08 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 105286 members 
Mstep: Class 3 contains 6580 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9440 members 
Mstep: Class 6 contains 43829 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 6939 members 
Mstep: Class 9 contains 87922 members 
Mstep: Class 10 contains 79934 members 
Mstep: Class 11 contains 96857 members 
Mstep: Class 12 contains 49335 members 
Mstep: Class 13 contains 4995 members 
Mstep: Class 14 contains 103992 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 6145 members 
Mstep: Class 19 contains 3552 members 
Mstep: Class 20 contains 25382 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9716 members 
Mstep: Class 25 contains 96556 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6779 members 
Mstep: Class 28 contains 3779 members 
Mstep: Class 29 contains 3272 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 282 members 
Mstep: Class 33 contains 13607 members 
Mstep: Class 34 contains 10054 members 
Mstep: Class 35 contains 9821 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 107674 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1225 members 
Mstep: Class 40 contains 8310 members 
Mstep: Class 41 contains 1613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781080.000000 Penalty: 91479.007812
Iteration 168Q: 42 clusters Score -1.117811e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 105289 members 
Mstep: Class 3 contains 6579 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9441 members 
Mstep: Class 6 contains 43815 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 6937 members 
Mstep: Class 9 contains 87994 members 
Mstep: Class 10 contains 79938 members 
Mstep: Class 11 contains 96902 members 
Mstep: Class 12 contains 49257 members 
Mstep: Class 13 contains 4991 members 
Mstep: Class 14 contains 104027 members 
Mstep: Class 15 contains 3078 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 6143 members 
Mstep: Class 19 contains 3551 members 
Mstep: Class 20 contains 25381 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9722 members 
Mstep: Class 25 contains 96551 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6781 members 
Mstep: Class 28 contains 3767 members 
Mstep: Class 29 contains 3271 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 282 members 
Mstep: Class 33 contains 13604 members 
Mstep: Class 34 contains 10058 members 
Mstep: Class 35 contains 9824 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 107624 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1225 members 
Mstep: Class 40 contains 8308 members 
Mstep: Class 41 contains 1613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781280.000000 Penalty: 91479.007812
Iteration 169Q: 42 clusters Score -1.117813e+08 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 105323 members 
Mstep: Class 3 contains 6580 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9441 members 
Mstep: Class 6 contains 43791 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 6936 members 
Mstep: Class 9 contains 88086 members 
Mstep: Class 10 contains 79922 members 
Mstep: Class 11 contains 96936 members 
Mstep: Class 12 contains 49179 members 
Mstep: Class 13 contains 4986 members 
Mstep: Class 14 contains 104019 members 
Mstep: Class 15 contains 3078 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 6137 members 
Mstep: Class 19 contains 3549 members 
Mstep: Class 20 contains 25370 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9722 members 
Mstep: Class 25 contains 96582 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6781 members 
Mstep: Class 28 contains 3759 members 
Mstep: Class 29 contains 3270 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 843 members 
Mstep: Class 32 contains 282 members 
Mstep: Class 33 contains 13603 members 
Mstep: Class 34 contains 10059 members 
Mstep: Class 35 contains 9824 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 107591 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1225 members 
Mstep: Class 40 contains 8306 members 
Mstep: Class 41 contains 1614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781144.000000 Penalty: 91479.007812
Iteration 170Q: 42 clusters Score -1.117811e+08 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 105362 members 
Mstep: Class 3 contains 6579 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9441 members 
Mstep: Class 6 contains 43761 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 6934 members 
Mstep: Class 9 contains 88177 members 
Mstep: Class 10 contains 79911 members 
Mstep: Class 11 contains 96943 members 
Mstep: Class 12 contains 49110 members 
Mstep: Class 13 contains 4984 members 
Mstep: Class 14 contains 104043 members 
Mstep: Class 15 contains 3080 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 6136 members 
Mstep: Class 19 contains 3549 members 
Mstep: Class 20 contains 25354 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9727 members 
Mstep: Class 25 contains 96595 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6783 members 
Mstep: Class 28 contains 3753 members 
Mstep: Class 29 contains 3271 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 843 members 
Mstep: Class 32 contains 282 members 
Mstep: Class 33 contains 13601 members 
Mstep: Class 34 contains 10061 members 
Mstep: Class 35 contains 9822 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 107545 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1225 members 
Mstep: Class 40 contains 8308 members 
Mstep: Class 41 contains 1615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781176.000000 Penalty: 91479.007812
Iteration 171Q: 42 clusters Score -1.117812e+08 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 105403 members 
Mstep: Class 3 contains 6578 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9443 members 
Mstep: Class 6 contains 43728 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 6933 members 
Mstep: Class 9 contains 88246 members 
Mstep: Class 10 contains 79910 members 
Mstep: Class 11 contains 96935 members 
Mstep: Class 12 contains 49051 members 
Mstep: Class 13 contains 4981 members 
Mstep: Class 14 contains 104064 members 
Mstep: Class 15 contains 3081 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 6128 members 
Mstep: Class 19 contains 3551 members 
Mstep: Class 20 contains 25350 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9737 members 
Mstep: Class 25 contains 96608 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6788 members 
Mstep: Class 28 contains 3747 members 
Mstep: Class 29 contains 3277 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 843 members 
Mstep: Class 32 contains 282 members 
Mstep: Class 33 contains 13598 members 
Mstep: Class 34 contains 10063 members 
Mstep: Class 35 contains 9819 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 107501 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1225 members 
Mstep: Class 40 contains 8311 members 
Mstep: Class 41 contains 1615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781096.000000 Penalty: 91479.007812
Iteration 172Q: 42 clusters Score -1.117811e+08 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 105477 members 
Mstep: Class 3 contains 6580 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9444 members 
Mstep: Class 6 contains 43693 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 6933 members 
Mstep: Class 9 contains 88338 members 
Mstep: Class 10 contains 79915 members 
Mstep: Class 11 contains 96939 members 
Mstep: Class 12 contains 49003 members 
Mstep: Class 13 contains 4977 members 
Mstep: Class 14 contains 104043 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 6118 members 
Mstep: Class 19 contains 3545 members 
Mstep: Class 20 contains 25349 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9734 members 
Mstep: Class 25 contains 96614 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6792 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 3279 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 282 members 
Mstep: Class 33 contains 13590 members 
Mstep: Class 34 contains 10062 members 
Mstep: Class 35 contains 9817 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 107456 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1225 members 
Mstep: Class 40 contains 8310 members 
Mstep: Class 41 contains 1615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780904.000000 Penalty: 91479.007812
Iteration 173Q: 42 clusters Score -1.117809e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 105516 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9444 members 
Mstep: Class 6 contains 43663 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 6935 members 
Mstep: Class 9 contains 88420 members 
Mstep: Class 10 contains 79924 members 
Mstep: Class 11 contains 96945 members 
Mstep: Class 12 contains 48952 members 
Mstep: Class 13 contains 4974 members 
Mstep: Class 14 contains 104040 members 
Mstep: Class 15 contains 3084 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6109 members 
Mstep: Class 19 contains 3547 members 
Mstep: Class 20 contains 25329 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9738 members 
Mstep: Class 25 contains 96626 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6790 members 
Mstep: Class 28 contains 3739 members 
Mstep: Class 29 contains 3280 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 282 members 
Mstep: Class 33 contains 13587 members 
Mstep: Class 34 contains 10059 members 
Mstep: Class 35 contains 9815 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 107421 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1225 members 
Mstep: Class 40 contains 8312 members 
Mstep: Class 41 contains 1615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781040.000000 Penalty: 91479.007812
Iteration 174Q: 42 clusters Score -1.11781e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 105528 members 
Mstep: Class 3 contains 6582 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9444 members 
Mstep: Class 6 contains 43639 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 6931 members 
Mstep: Class 9 contains 88483 members 
Mstep: Class 10 contains 79928 members 
Mstep: Class 11 contains 96960 members 
Mstep: Class 12 contains 48909 members 
Mstep: Class 13 contains 4970 members 
Mstep: Class 14 contains 104075 members 
Mstep: Class 15 contains 3085 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6106 members 
Mstep: Class 19 contains 3545 members 
Mstep: Class 20 contains 25316 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9738 members 
Mstep: Class 25 contains 96625 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6789 members 
Mstep: Class 28 contains 3734 members 
Mstep: Class 29 contains 3280 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 282 members 
Mstep: Class 33 contains 13585 members 
Mstep: Class 34 contains 10061 members 
Mstep: Class 35 contains 9817 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 107385 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1225 members 
Mstep: Class 40 contains 8316 members 
Mstep: Class 41 contains 1615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780984.000000 Penalty: 91479.007812
Iteration 175Q: 42 clusters Score -1.11781e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 105559 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9444 members 
Mstep: Class 6 contains 43616 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 6932 members 
Mstep: Class 9 contains 88553 members 
Mstep: Class 10 contains 79945 members 
Mstep: Class 11 contains 96961 members 
Mstep: Class 12 contains 48875 members 
Mstep: Class 13 contains 4967 members 
Mstep: Class 14 contains 104089 members 
Mstep: Class 15 contains 3085 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6098 members 
Mstep: Class 19 contains 3543 members 
Mstep: Class 20 contains 25299 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9737 members 
Mstep: Class 25 contains 96623 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6787 members 
Mstep: Class 28 contains 3731 members 
Mstep: Class 29 contains 3280 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 282 members 
Mstep: Class 33 contains 13585 members 
Mstep: Class 34 contains 10061 members 
Mstep: Class 35 contains 9820 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 107342 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1225 members 
Mstep: Class 40 contains 8315 members 
Mstep: Class 41 contains 1615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780920.000000 Penalty: 91479.007812
Iteration 176Q: 42 clusters Score -1.117809e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 105594 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9444 members 
Mstep: Class 6 contains 43588 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 6934 members 
Mstep: Class 9 contains 88623 members 
Mstep: Class 10 contains 79964 members 
Mstep: Class 11 contains 96962 members 
Mstep: Class 12 contains 48846 members 
Mstep: Class 13 contains 4964 members 
Mstep: Class 14 contains 104088 members 
Mstep: Class 15 contains 3085 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6093 members 
Mstep: Class 19 contains 3540 members 
Mstep: Class 20 contains 25288 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9738 members 
Mstep: Class 25 contains 96612 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6785 members 
Mstep: Class 28 contains 3726 members 
Mstep: Class 29 contains 3283 members 
Mstep: Class 30 contains 1911 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 282 members 
Mstep: Class 33 contains 13585 members 
Mstep: Class 34 contains 10061 members 
Mstep: Class 35 contains 9821 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 107306 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1225 members 
Mstep: Class 40 contains 8313 members 
Mstep: Class 41 contains 1616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780976.000000 Penalty: 91479.007812
Iteration 177Q: 42 clusters Score -1.11781e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 105605 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9444 members 
Mstep: Class 6 contains 43549 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 6934 members 
Mstep: Class 9 contains 88711 members 
Mstep: Class 10 contains 79972 members 
Mstep: Class 11 contains 96958 members 
Mstep: Class 12 contains 48823 members 
Mstep: Class 13 contains 4963 members 
Mstep: Class 14 contains 104086 members 
Mstep: Class 15 contains 3085 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6090 members 
Mstep: Class 19 contains 3538 members 
Mstep: Class 20 contains 25279 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9740 members 
Mstep: Class 25 contains 96629 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6783 members 
Mstep: Class 28 contains 3721 members 
Mstep: Class 29 contains 3286 members 
Mstep: Class 30 contains 1911 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 282 members 
Mstep: Class 33 contains 13585 members 
Mstep: Class 34 contains 10062 members 
Mstep: Class 35 contains 9820 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 107265 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1225 members 
Mstep: Class 40 contains 8310 members 
Mstep: Class 41 contains 1617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780864.000000 Penalty: 91479.007812
Iteration 178Q: 42 clusters Score -1.117809e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 105596 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9444 members 
Mstep: Class 6 contains 43525 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 6935 members 
Mstep: Class 9 contains 88777 members 
Mstep: Class 10 contains 79974 members 
Mstep: Class 11 contains 96955 members 
Mstep: Class 12 contains 48784 members 
Mstep: Class 13 contains 4964 members 
Mstep: Class 14 contains 104102 members 
Mstep: Class 15 contains 3084 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6085 members 
Mstep: Class 19 contains 3538 members 
Mstep: Class 20 contains 25271 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9740 members 
Mstep: Class 25 contains 96660 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6783 members 
Mstep: Class 28 contains 3719 members 
Mstep: Class 29 contains 3290 members 
Mstep: Class 30 contains 1911 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 282 members 
Mstep: Class 33 contains 13584 members 
Mstep: Class 34 contains 10063 members 
Mstep: Class 35 contains 9818 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 107237 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1225 members 
Mstep: Class 40 contains 8305 members 
Mstep: Class 41 contains 1620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780872.000000 Penalty: 91479.007812
Iteration 179Q: 42 clusters Score -1.117809e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 105607 members 
Mstep: Class 3 contains 6585 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9444 members 
Mstep: Class 6 contains 43510 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 6937 members 
Mstep: Class 9 contains 88838 members 
Mstep: Class 10 contains 79989 members 
Mstep: Class 11 contains 96942 members 
Mstep: Class 12 contains 48761 members 
Mstep: Class 13 contains 4962 members 
Mstep: Class 14 contains 104094 members 
Mstep: Class 15 contains 3084 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6079 members 
Mstep: Class 19 contains 3537 members 
Mstep: Class 20 contains 25266 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9737 members 
Mstep: Class 25 contains 96671 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6782 members 
Mstep: Class 28 contains 3713 members 
Mstep: Class 29 contains 3294 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 282 members 
Mstep: Class 33 contains 13583 members 
Mstep: Class 34 contains 10064 members 
Mstep: Class 35 contains 9820 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 107217 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8300 members 
Mstep: Class 41 contains 1620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780952.000000 Penalty: 91479.007812
Iteration 180F: 42 clusters Score -1.11781e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 105627 members 
Mstep: Class 3 contains 6586 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9444 members 
Mstep: Class 6 contains 43487 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 6937 members 
Mstep: Class 9 contains 88887 members 
Mstep: Class 10 contains 80009 members 
Mstep: Class 11 contains 96943 members 
Mstep: Class 12 contains 48729 members 
Mstep: Class 13 contains 4963 members 
Mstep: Class 14 contains 104071 members 
Mstep: Class 15 contains 3084 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6069 members 
Mstep: Class 19 contains 3536 members 
Mstep: Class 20 contains 25259 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9741 members 
Mstep: Class 25 contains 96706 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6782 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 3294 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 13579 members 
Mstep: Class 34 contains 10063 members 
Mstep: Class 35 contains 9821 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 107194 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8297 members 
Mstep: Class 41 contains 1620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781096.000000 Penalty: 91479.007812
Iteration 181Q: 42 clusters Score -1.117811e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 105646 members 
Mstep: Class 3 contains 6585 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9443 members 
Mstep: Class 6 contains 43472 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 6936 members 
Mstep: Class 9 contains 88957 members 
Mstep: Class 10 contains 80026 members 
Mstep: Class 11 contains 96961 members 
Mstep: Class 12 contains 48693 members 
Mstep: Class 13 contains 4964 members 
Mstep: Class 14 contains 104009 members 
Mstep: Class 15 contains 3085 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6063 members 
Mstep: Class 19 contains 3534 members 
Mstep: Class 20 contains 25251 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1661 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9744 members 
Mstep: Class 25 contains 96725 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6781 members 
Mstep: Class 28 contains 3704 members 
Mstep: Class 29 contains 3298 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 285 members 
Mstep: Class 33 contains 13573 members 
Mstep: Class 34 contains 10063 members 
Mstep: Class 35 contains 9821 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 107188 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8294 members 
Mstep: Class 41 contains 1620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781160.000000 Penalty: 91479.007812
Iteration 182Q: 42 clusters Score -1.117812e+08 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 105656 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9443 members 
Mstep: Class 6 contains 43450 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 6934 members 
Mstep: Class 9 contains 89006 members 
Mstep: Class 10 contains 80038 members 
Mstep: Class 11 contains 96970 members 
Mstep: Class 12 contains 48663 members 
Mstep: Class 13 contains 4967 members 
Mstep: Class 14 contains 103992 members 
Mstep: Class 15 contains 3085 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6059 members 
Mstep: Class 19 contains 3532 members 
Mstep: Class 20 contains 25252 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9744 members 
Mstep: Class 25 contains 96742 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6779 members 
Mstep: Class 28 contains 3699 members 
Mstep: Class 29 contains 3299 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 13568 members 
Mstep: Class 34 contains 10062 members 
Mstep: Class 35 contains 9819 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 107181 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8292 members 
Mstep: Class 41 contains 1620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781144.000000 Penalty: 91479.007812
Iteration 183Q: 42 clusters Score -1.117811e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 105691 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9443 members 
Mstep: Class 6 contains 43435 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 6934 members 
Mstep: Class 9 contains 89055 members 
Mstep: Class 10 contains 80038 members 
Mstep: Class 11 contains 96969 members 
Mstep: Class 12 contains 48630 members 
Mstep: Class 13 contains 4967 members 
Mstep: Class 14 contains 103986 members 
Mstep: Class 15 contains 3085 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6058 members 
Mstep: Class 19 contains 3531 members 
Mstep: Class 20 contains 25245 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9741 members 
Mstep: Class 25 contains 96745 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6780 members 
Mstep: Class 28 contains 3689 members 
Mstep: Class 29 contains 3302 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 13565 members 
Mstep: Class 34 contains 10063 members 
Mstep: Class 35 contains 9817 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 107169 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8293 members 
Mstep: Class 41 contains 1621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781088.000000 Penalty: 91479.007812
Iteration 184Q: 42 clusters Score -1.117811e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 105745 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9443 members 
Mstep: Class 6 contains 43409 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 6934 members 
Mstep: Class 9 contains 89102 members 
Mstep: Class 10 contains 80050 members 
Mstep: Class 11 contains 96969 members 
Mstep: Class 12 contains 48607 members 
Mstep: Class 13 contains 4968 members 
Mstep: Class 14 contains 103971 members 
Mstep: Class 15 contains 3087 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6059 members 
Mstep: Class 19 contains 3529 members 
Mstep: Class 20 contains 25235 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9746 members 
Mstep: Class 25 contains 96751 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6781 members 
Mstep: Class 28 contains 3681 members 
Mstep: Class 29 contains 3301 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 13560 members 
Mstep: Class 34 contains 10064 members 
Mstep: Class 35 contains 9817 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 107132 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8290 members 
Mstep: Class 41 contains 1621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781216.000000 Penalty: 91479.007812
Iteration 185Q: 42 clusters Score -1.117812e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 105776 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9445 members 
Mstep: Class 6 contains 43374 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 6935 members 
Mstep: Class 9 contains 89156 members 
Mstep: Class 10 contains 80064 members 
Mstep: Class 11 contains 96970 members 
Mstep: Class 12 contains 48570 members 
Mstep: Class 13 contains 4969 members 
Mstep: Class 14 contains 103966 members 
Mstep: Class 15 contains 3089 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6057 members 
Mstep: Class 19 contains 3528 members 
Mstep: Class 20 contains 25226 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9750 members 
Mstep: Class 25 contains 96759 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6781 members 
Mstep: Class 28 contains 3671 members 
Mstep: Class 29 contains 3301 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 13560 members 
Mstep: Class 34 contains 10064 members 
Mstep: Class 35 contains 9816 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 107112 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8292 members 
Mstep: Class 41 contains 1621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780888.000000 Penalty: 91479.007812
Iteration 186Q: 42 clusters Score -1.117809e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 105770 members 
Mstep: Class 3 contains 6586 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9446 members 
Mstep: Class 6 contains 43346 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 6932 members 
Mstep: Class 9 contains 89224 members 
Mstep: Class 10 contains 80088 members 
Mstep: Class 11 contains 96974 members 
Mstep: Class 12 contains 48537 members 
Mstep: Class 13 contains 4972 members 
Mstep: Class 14 contains 103950 members 
Mstep: Class 15 contains 3090 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6058 members 
Mstep: Class 19 contains 3527 members 
Mstep: Class 20 contains 25218 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9751 members 
Mstep: Class 25 contains 96774 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6783 members 
Mstep: Class 28 contains 3669 members 
Mstep: Class 29 contains 3299 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 13559 members 
Mstep: Class 34 contains 10064 members 
Mstep: Class 35 contains 9815 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 107091 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8293 members 
Mstep: Class 41 contains 1621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781144.000000 Penalty: 91479.007812
Iteration 187Q: 42 clusters Score -1.117811e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 105765 members 
Mstep: Class 3 contains 6587 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9446 members 
Mstep: Class 6 contains 43311 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 6932 members 
Mstep: Class 9 contains 89294 members 
Mstep: Class 10 contains 80096 members 
Mstep: Class 11 contains 96989 members 
Mstep: Class 12 contains 48510 members 
Mstep: Class 13 contains 4972 members 
Mstep: Class 14 contains 103941 members 
Mstep: Class 15 contains 3090 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6057 members 
Mstep: Class 19 contains 3527 members 
Mstep: Class 20 contains 25209 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9751 members 
Mstep: Class 25 contains 96787 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6780 members 
Mstep: Class 28 contains 3669 members 
Mstep: Class 29 contains 3299 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 13561 members 
Mstep: Class 34 contains 10065 members 
Mstep: Class 35 contains 9814 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 107067 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8294 members 
Mstep: Class 41 contains 1622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781064.000000 Penalty: 91479.007812
Iteration 188Q: 42 clusters Score -1.117811e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 105776 members 
Mstep: Class 3 contains 6588 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9446 members 
Mstep: Class 6 contains 43269 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 6931 members 
Mstep: Class 9 contains 89379 members 
Mstep: Class 10 contains 80097 members 
Mstep: Class 11 contains 96990 members 
Mstep: Class 12 contains 48493 members 
Mstep: Class 13 contains 4972 members 
Mstep: Class 14 contains 103925 members 
Mstep: Class 15 contains 3089 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6056 members 
Mstep: Class 19 contains 3526 members 
Mstep: Class 20 contains 25201 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9751 members 
Mstep: Class 25 contains 96785 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6782 members 
Mstep: Class 28 contains 3667 members 
Mstep: Class 29 contains 3300 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 13565 members 
Mstep: Class 34 contains 10065 members 
Mstep: Class 35 contains 9814 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 107052 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8291 members 
Mstep: Class 41 contains 1624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781120.000000 Penalty: 91479.007812
Iteration 189Q: 42 clusters Score -1.117811e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 105807 members 
Mstep: Class 3 contains 6588 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9446 members 
Mstep: Class 6 contains 43223 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 6930 members 
Mstep: Class 9 contains 89447 members 
Mstep: Class 10 contains 80114 members 
Mstep: Class 11 contains 97001 members 
Mstep: Class 12 contains 48472 members 
Mstep: Class 13 contains 4971 members 
Mstep: Class 14 contains 103882 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 3527 members 
Mstep: Class 20 contains 25184 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9754 members 
Mstep: Class 25 contains 96797 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6783 members 
Mstep: Class 28 contains 3664 members 
Mstep: Class 29 contains 3299 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 13564 members 
Mstep: Class 34 contains 10065 members 
Mstep: Class 35 contains 9815 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 107045 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8291 members 
Mstep: Class 41 contains 1624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781048.000000 Penalty: 91479.007812
Iteration 190Q: 42 clusters Score -1.11781e+08 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 105837 members 
Mstep: Class 3 contains 6586 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9444 members 
Mstep: Class 6 contains 43184 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 6931 members 
Mstep: Class 9 contains 89502 members 
Mstep: Class 10 contains 80127 members 
Mstep: Class 11 contains 97004 members 
Mstep: Class 12 contains 48450 members 
Mstep: Class 13 contains 4971 members 
Mstep: Class 14 contains 103878 members 
Mstep: Class 15 contains 3087 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6051 members 
Mstep: Class 19 contains 3526 members 
Mstep: Class 20 contains 25161 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9760 members 
Mstep: Class 25 contains 96815 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6782 members 
Mstep: Class 28 contains 3660 members 
Mstep: Class 29 contains 3302 members 
Mstep: Class 30 contains 1911 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 13563 members 
Mstep: Class 34 contains 10065 members 
Mstep: Class 35 contains 9815 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 107021 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8290 members 
Mstep: Class 41 contains 1622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780856.000000 Penalty: 91479.007812
Iteration 191Q: 42 clusters Score -1.117809e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 105855 members 
Mstep: Class 3 contains 6587 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9444 members 
Mstep: Class 6 contains 43154 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 6932 members 
Mstep: Class 9 contains 89537 members 
Mstep: Class 10 contains 80128 members 
Mstep: Class 11 contains 96991 members 
Mstep: Class 12 contains 48431 members 
Mstep: Class 13 contains 4972 members 
Mstep: Class 14 contains 103878 members 
Mstep: Class 15 contains 3086 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6050 members 
Mstep: Class 19 contains 3525 members 
Mstep: Class 20 contains 25151 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9759 members 
Mstep: Class 25 contains 96836 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6784 members 
Mstep: Class 28 contains 3652 members 
Mstep: Class 29 contains 3304 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 13564 members 
Mstep: Class 34 contains 10065 members 
Mstep: Class 35 contains 9817 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 107020 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8292 members 
Mstep: Class 41 contains 1622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780912.000000 Penalty: 91479.007812
Iteration 192Q: 42 clusters Score -1.117809e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 105851 members 
Mstep: Class 3 contains 6586 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9445 members 
Mstep: Class 6 contains 43144 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 6930 members 
Mstep: Class 9 contains 89573 members 
Mstep: Class 10 contains 80145 members 
Mstep: Class 11 contains 96978 members 
Mstep: Class 12 contains 48420 members 
Mstep: Class 13 contains 4972 members 
Mstep: Class 14 contains 103876 members 
Mstep: Class 15 contains 3087 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 3524 members 
Mstep: Class 20 contains 25134 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9762 members 
Mstep: Class 25 contains 96850 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6785 members 
Mstep: Class 28 contains 3642 members 
Mstep: Class 29 contains 3303 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 13562 members 
Mstep: Class 34 contains 10065 members 
Mstep: Class 35 contains 9818 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 107020 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8294 members 
Mstep: Class 41 contains 1622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780840.000000 Penalty: 91479.007812
Iteration 193Q: 42 clusters Score -1.117808e+08 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 105886 members 
Mstep: Class 3 contains 6586 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9447 members 
Mstep: Class 6 contains 43126 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 6928 members 
Mstep: Class 9 contains 89613 members 
Mstep: Class 10 contains 80155 members 
Mstep: Class 11 contains 96978 members 
Mstep: Class 12 contains 48410 members 
Mstep: Class 13 contains 4972 members 
Mstep: Class 14 contains 103837 members 
Mstep: Class 15 contains 3087 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6038 members 
Mstep: Class 19 contains 3519 members 
Mstep: Class 20 contains 25117 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1661 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9760 members 
Mstep: Class 25 contains 96859 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6785 members 
Mstep: Class 28 contains 3638 members 
Mstep: Class 29 contains 3302 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 13561 members 
Mstep: Class 34 contains 10065 members 
Mstep: Class 35 contains 9820 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 107026 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8294 members 
Mstep: Class 41 contains 1625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781120.000000 Penalty: 91479.007812
Iteration 194Q: 42 clusters Score -1.117811e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 105911 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9447 members 
Mstep: Class 6 contains 43103 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 6928 members 
Mstep: Class 9 contains 89647 members 
Mstep: Class 10 contains 80154 members 
Mstep: Class 11 contains 97014 members 
Mstep: Class 12 contains 48398 members 
Mstep: Class 13 contains 4973 members 
Mstep: Class 14 contains 103812 members 
Mstep: Class 15 contains 3086 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6038 members 
Mstep: Class 19 contains 3514 members 
Mstep: Class 20 contains 25108 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1661 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9759 members 
Mstep: Class 25 contains 96864 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6786 members 
Mstep: Class 28 contains 3625 members 
Mstep: Class 29 contains 3303 members 
Mstep: Class 30 contains 1911 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 13560 members 
Mstep: Class 34 contains 10065 members 
Mstep: Class 35 contains 9820 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 107014 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8294 members 
Mstep: Class 41 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781248.000000 Penalty: 91479.007812
Iteration 195Q: 42 clusters Score -1.117812e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 105926 members 
Mstep: Class 3 contains 6586 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9447 members 
Mstep: Class 6 contains 43077 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 6927 members 
Mstep: Class 9 contains 89697 members 
Mstep: Class 10 contains 80153 members 
Mstep: Class 11 contains 97051 members 
Mstep: Class 12 contains 48398 members 
Mstep: Class 13 contains 4973 members 
Mstep: Class 14 contains 103822 members 
Mstep: Class 15 contains 3085 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6035 members 
Mstep: Class 19 contains 3511 members 
Mstep: Class 20 contains 25095 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9761 members 
Mstep: Class 25 contains 96854 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6785 members 
Mstep: Class 28 contains 3612 members 
Mstep: Class 29 contains 3302 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 13559 members 
Mstep: Class 34 contains 10065 members 
Mstep: Class 35 contains 9820 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 106973 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8295 members 
Mstep: Class 41 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781168.000000 Penalty: 91479.007812
Iteration 196Q: 42 clusters Score -1.117812e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 105975 members 
Mstep: Class 3 contains 6587 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9447 members 
Mstep: Class 6 contains 43054 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 6929 members 
Mstep: Class 9 contains 89738 members 
Mstep: Class 10 contains 80136 members 
Mstep: Class 11 contains 97101 members 
Mstep: Class 12 contains 48392 members 
Mstep: Class 13 contains 4973 members 
Mstep: Class 14 contains 103815 members 
Mstep: Class 15 contains 3084 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6033 members 
Mstep: Class 19 contains 3509 members 
Mstep: Class 20 contains 25081 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9760 members 
Mstep: Class 25 contains 96839 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6784 members 
Mstep: Class 28 contains 3593 members 
Mstep: Class 29 contains 3302 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 13560 members 
Mstep: Class 34 contains 10065 members 
Mstep: Class 35 contains 9819 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 106940 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8294 members 
Mstep: Class 41 contains 1625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781192.000000 Penalty: 91479.007812
Iteration 197Q: 42 clusters Score -1.117812e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 106024 members 
Mstep: Class 3 contains 6587 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9447 members 
Mstep: Class 6 contains 43021 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 6928 members 
Mstep: Class 9 contains 89771 members 
Mstep: Class 10 contains 80126 members 
Mstep: Class 11 contains 97163 members 
Mstep: Class 12 contains 48376 members 
Mstep: Class 13 contains 4971 members 
Mstep: Class 14 contains 103793 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6029 members 
Mstep: Class 19 contains 3509 members 
Mstep: Class 20 contains 25072 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9762 members 
Mstep: Class 25 contains 96845 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6785 members 
Mstep: Class 28 contains 3581 members 
Mstep: Class 29 contains 3302 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 13559 members 
Mstep: Class 34 contains 10067 members 
Mstep: Class 35 contains 9817 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 106897 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8296 members 
Mstep: Class 41 contains 1623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781240.000000 Penalty: 91479.007812
Iteration 198Q: 42 clusters Score -1.117812e+08 nChanged 681
Entering ConstructFrom: 
Score: -111781240.000000 Penalty: 91479.007812
Entering ConstructFrom: 
Trying to split cluster 1 (3066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Entering Unmasked Estep 
Score: -384176.187500 Penalty: 1304.570923
	Iteration 0F: 2 clusters Score -384176.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -381403.625000 Penalty: 2609.141846
	Iteration 0F: 3 clusters Score -381403.6 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -382116.468750 Penalty: 2609.141846
	Iteration 1F: 3 clusters Score -382116.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -382227.593750 Penalty: 2609.141846
	Iteration 2F: 3 clusters Score -382227.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -382290.625000 Penalty: 2609.141846
	Iteration 3Q: 3 clusters Score -382290.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -382323.312500 Penalty: 2609.141846
	Iteration 4Q: 3 clusters Score -382323.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -382352.750000 Penalty: 2609.141846
	Iteration 5Q: 3 clusters Score -382352.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -382374.093750 Penalty: 2609.141846
	Iteration 6Q: 3 clusters Score -382374.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -382391.718750 Penalty: 2609.141846
	Iteration 7Q: 3 clusters Score -382391.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -382409.312500 Penalty: 2609.141846
	Iteration 8Q: 3 clusters Score -382409.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -382414.093750 Penalty: 2609.141846
	Iteration 9Q: 3 clusters Score -382414.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -382419.375000 Penalty: 2609.141846
	Iteration 10Q: 3 clusters Score -382419.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -382425.281250 Penalty: 2609.141846
	Iteration 11Q: 3 clusters Score -382425.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -382429.593750 Penalty: 2609.141846
	Iteration 12Q: 3 clusters Score -382429.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -382433.125000 Penalty: 2609.141846
	Iteration 13Q: 3 clusters Score -382433.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -382436.812500 Penalty: 2609.141846
	Iteration 14Q: 3 clusters Score -382436.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -382441.156250 Penalty: 2609.141846
	Iteration 15Q: 3 clusters Score -382441.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -382446.781250 Penalty: 2609.141846
	Iteration 16Q: 3 clusters Score -382446.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -382453.812500 Penalty: 2609.141846
	Iteration 17Q: 3 clusters Score -382453.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -382459.156250 Penalty: 2609.141846
	Iteration 18Q: 3 clusters Score -382459.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -382465.312500 Penalty: 2609.141846
	Iteration 19Q: 3 clusters Score -382465.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -382473.062500 Penalty: 2609.141846
	Iteration 20F: 3 clusters Score -382473.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -382483.031250 Penalty: 2609.141846
	Iteration 21Q: 3 clusters Score -382483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -382490.125000 Penalty: 2609.141846
	Iteration 22Q: 3 clusters Score -382490.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -382501.312500 Penalty: 2609.141846
	Iteration 23Q: 3 clusters Score -382501.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -382514.250000 Penalty: 2609.141846
	Iteration 24Q: 3 clusters Score -382514.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -382526.750000 Penalty: 2609.141846
	Iteration 25Q: 3 clusters Score -382526.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -382537.062500 Penalty: 2609.141846
	Iteration 26Q: 3 clusters Score -382537.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -382545.781250 Penalty: 2609.141846
	Iteration 27Q: 3 clusters Score -382545.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -382555.250000 Penalty: 2609.141846
	Iteration 28Q: 3 clusters Score -382555.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -382566.718750 Penalty: 2609.141846
	Iteration 29Q: 3 clusters Score -382566.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -382575.750000 Penalty: 2609.141846
	Iteration 30Q: 3 clusters Score -382575.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -382584.312500 Penalty: 2609.141846
	Iteration 31Q: 3 clusters Score -382584.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -382596.375000 Penalty: 2609.141846
	Iteration 32Q: 3 clusters Score -382596.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -382607.843750 Penalty: 2609.141846
	Iteration 33Q: 3 clusters Score -382607.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -382616.468750 Penalty: 2609.141846
	Iteration 34Q: 3 clusters Score -382616.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -382622.718750 Penalty: 2609.141846
	Iteration 35Q: 3 clusters Score -382622.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -382630.500000 Penalty: 2609.141846
	Iteration 36Q: 3 clusters Score -382630.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -382639.718750 Penalty: 2609.141846
	Iteration 37Q: 3 clusters Score -382639.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -382651.156250 Penalty: 2609.141846
	Iteration 38Q: 3 clusters Score -382651.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -382661.062500 Penalty: 2609.141846
	Iteration 39Q: 3 clusters Score -382661.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -382670.718750 Penalty: 2609.141846
	Iteration 40F: 3 clusters Score -382670.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -382682.437500 Penalty: 2609.141846
	Iteration 41Q: 3 clusters Score -382682.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -382694.937500 Penalty: 2609.141846
	Iteration 42Q: 3 clusters Score -382694.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -382709.468750 Penalty: 2609.141846
	Iteration 43Q: 3 clusters Score -382709.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -382723.375000 Penalty: 2609.141846
	Iteration 44Q: 3 clusters Score -382723.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -382736.718750 Penalty: 2609.141846
	Iteration 45Q: 3 clusters Score -382736.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -382745.156250 Penalty: 2609.141846
	Iteration 46Q: 3 clusters Score -382745.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -382751.843750 Penalty: 2609.141846
	Iteration 47Q: 3 clusters Score -382751.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -382762.218750 Penalty: 2609.141846
	Iteration 48Q: 3 clusters Score -382762.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -382773.343750 Penalty: 2609.141846
	Iteration 49Q: 3 clusters Score -382773.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -382789.343750 Penalty: 2609.141846
	Iteration 50Q: 3 clusters Score -382789.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -382803.812500 Penalty: 2609.141846
	Iteration 51Q: 3 clusters Score -382803.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -382817.625000 Penalty: 2609.141846
	Iteration 52Q: 3 clusters Score -382817.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -382832.687500 Penalty: 2609.141846
	Iteration 53Q: 3 clusters Score -382832.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -382845.593750 Penalty: 2609.141846
	Iteration 54Q: 3 clusters Score -382845.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -382858.343750 Penalty: 2609.141846
	Iteration 55Q: 3 clusters Score -382858.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -382872.437500 Penalty: 2609.141846
	Iteration 56Q: 3 clusters Score -382872.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -382884.000000 Penalty: 2609.141846
	Iteration 57Q: 3 clusters Score -382884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -382893.937500 Penalty: 2609.141846
	Iteration 58Q: 3 clusters Score -382893.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -382902.937500 Penalty: 2609.141846
	Iteration 59Q: 3 clusters Score -382902.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -382910.281250 Penalty: 2609.141846
	Iteration 60F: 3 clusters Score -382910.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -382916.937500 Penalty: 2609.141846
	Iteration 61Q: 3 clusters Score -382916.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -382921.843750 Penalty: 2609.141846
	Iteration 62Q: 3 clusters Score -382921.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -382932.031250 Penalty: 2609.141846
	Iteration 63Q: 3 clusters Score -382932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -382941.000000 Penalty: 2609.141846
	Iteration 64Q: 3 clusters Score -382941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -382945.718750 Penalty: 2609.141846
	Iteration 65Q: 3 clusters Score -382945.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -382949.593750 Penalty: 2609.141846
	Iteration 66Q: 3 clusters Score -382949.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -382951.031250 Penalty: 2609.141846
	Iteration 67Q: 3 clusters Score -382951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -382952.625000 Penalty: 2609.141846
	Iteration 68Q: 3 clusters Score -382952.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -382954.687500 Penalty: 2609.141846
	Iteration 69Q: 3 clusters Score -382954.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -382956.531250 Penalty: 2609.141846
	Iteration 70Q: 3 clusters Score -382956.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -382956.875000 Penalty: 2609.141846
	Iteration 71Q: 3 clusters Score -382956.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -382957.468750 Penalty: 2609.141846
	Iteration 72Q: 3 clusters Score -382957.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -382958.281250 Penalty: 2609.141846
	Iteration 73Q: 3 clusters Score -382958.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -382960.406250 Penalty: 2609.141846
	Iteration 74Q: 3 clusters Score -382960.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -382962.937500 Penalty: 2609.141846
	Iteration 75Q: 3 clusters Score -382962.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -382962.937500 Penalty: 2609.141846
	Iteration 76Q: 3 clusters Score -382962.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -382963.781250 Penalty: 2609.141846
	Iteration 77Q: 3 clusters Score -382963.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -382965.437500 Penalty: 2609.141846
	Iteration 78Q: 3 clusters Score -382965.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -382967.093750 Penalty: 2609.141846
	Iteration 79Q: 3 clusters Score -382967.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -382968.656250 Penalty: 2609.141846
	Iteration 80F: 3 clusters Score -382968.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -382970.312500 Penalty: 2609.141846
	Iteration 81Q: 3 clusters Score -382970.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -382970.312500 Penalty: 2609.141846
	Iteration 82F: 3 clusters Score -382970.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (106050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106050 members 
Entering Unmasked Estep 
Score: -13248999.000000 Penalty: 1880.395630
	Iteration 0F: 2 clusters Score -1.3249e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52950 members 
Mstep: Class 2 contains 53100 members 
Entering Unmasked Estep 
Score: -13180748.000000 Penalty: 3760.791260
	Iteration 0F: 3 clusters Score -1.318075e+07 nChanged 50520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51614 members 
Mstep: Class 2 contains 54436 members 
Entering Unmasked Estep 
Score: -13209929.000000 Penalty: 3760.791260
	Iteration 1F: 3 clusters Score -1.320993e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50719 members 
Mstep: Class 2 contains 55331 members 
Entering Unmasked Estep 
Score: -13210458.000000 Penalty: 3760.791260
	Iteration 2Q: 3 clusters Score -1.321046e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 56668 members 
Entering Unmasked Estep 
Score: -13211028.000000 Penalty: 3760.791260
	Iteration 3Q: 3 clusters Score -1.321103e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47353 members 
Mstep: Class 2 contains 58697 members 
Entering Unmasked Estep 
Score: -13211832.000000 Penalty: 3760.791260
	Iteration 4Q: 3 clusters Score -1.321183e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 61739 members 
Entering Unmasked Estep 
Score: -13213072.000000 Penalty: 3760.791260
	Iteration 5Q: 3 clusters Score -1.321307e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 66118 members 
Entering Unmasked Estep 
Score: -13215221.000000 Penalty: 3760.791260
	Iteration 6Q: 3 clusters Score -1.321522e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 72218 members 
Entering Unmasked Estep 
Score: -13219164.000000 Penalty: 3760.791260
	Iteration 7F: 3 clusters Score -1.321916e+07 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 79723 members 
Entering Unmasked Estep 
Score: -13224989.000000 Penalty: 3760.791260
	Iteration 8F: 3 clusters Score -1.322499e+07 nChanged 8460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 87321 members 
Entering Unmasked Estep 
Score: -13231825.000000 Penalty: 3760.791260
	Iteration 9F: 3 clusters Score -1.323182e+07 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 93124 members 
Entering Unmasked Estep 
Score: -13239098.000000 Penalty: 3760.791260
	Iteration 10F: 3 clusters Score -1.32391e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 96651 members 
Entering Unmasked Estep 
Score: -13244342.000000 Penalty: 3760.791260
	Iteration 11Q: 3 clusters Score -1.324434e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 98584 members 
Entering Unmasked Estep 
Score: -13247222.000000 Penalty: 3760.791260
	Iteration 12Q: 3 clusters Score -1.324722e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 99548 members 
Entering Unmasked Estep 
Score: -13248644.000000 Penalty: 3760.791260
	Iteration 13Q: 3 clusters Score -1.324864e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 100112 members 
Entering Unmasked Estep 
Score: -13249251.000000 Penalty: 3760.791260
	Iteration 14Q: 3 clusters Score -1.324925e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 100518 members 
Entering Unmasked Estep 
Score: -13249475.000000 Penalty: 3760.791260
	Iteration 15Q: 3 clusters Score -1.324948e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 100850 members 
Entering Unmasked Estep 
Score: -13249581.000000 Penalty: 3760.791260
	Iteration 16Q: 3 clusters Score -1.324958e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 101123 members 
Entering Unmasked Estep 
Score: -13249633.000000 Penalty: 3760.791260
	Iteration 17Q: 3 clusters Score -1.324963e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 101349 members 
Entering Unmasked Estep 
Score: -13249684.000000 Penalty: 3760.791260
	Iteration 18Q: 3 clusters Score -1.324968e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 101574 members 
Entering Unmasked Estep 
Score: -13249686.000000 Penalty: 3760.791260
	Iteration 19Q: 3 clusters Score -1.324969e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 101784 members 
Entering Unmasked Estep 
Score: -13249663.000000 Penalty: 3760.791260
	Iteration 20F: 3 clusters Score -1.324966e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 102007 members 
Entering Unmasked Estep 
Score: -13249589.000000 Penalty: 3760.791260
	Iteration 21Q: 3 clusters Score -1.324959e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 102236 members 
Entering Unmasked Estep 
Score: -13249518.000000 Penalty: 3760.791260
	Iteration 22Q: 3 clusters Score -1.324952e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 102426 members 
Entering Unmasked Estep 
Score: -13249468.000000 Penalty: 3760.791260
	Iteration 23Q: 3 clusters Score -1.324947e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 102627 members 
Entering Unmasked Estep 
Score: -13249360.000000 Penalty: 3760.791260
	Iteration 24Q: 3 clusters Score -1.324936e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 102805 members 
Entering Unmasked Estep 
Score: -13249356.000000 Penalty: 3760.791260
	Iteration 25Q: 3 clusters Score -1.324936e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 102950 members 
Entering Unmasked Estep 
Score: -13249286.000000 Penalty: 3760.791260
	Iteration 26Q: 3 clusters Score -1.324929e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 103088 members 
Entering Unmasked Estep 
Score: -13249242.000000 Penalty: 3760.791260
	Iteration 27Q: 3 clusters Score -1.324924e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 103191 members 
Entering Unmasked Estep 
Score: -13249216.000000 Penalty: 3760.791260
	Iteration 28Q: 3 clusters Score -1.324922e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 103295 members 
Entering Unmasked Estep 
Score: -13249173.000000 Penalty: 3760.791260
	Iteration 29Q: 3 clusters Score -1.324917e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 103406 members 
Entering Unmasked Estep 
Score: -13249149.000000 Penalty: 3760.791260
	Iteration 30Q: 3 clusters Score -1.324915e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 103511 members 
Entering Unmasked Estep 
Score: -13249129.000000 Penalty: 3760.791260
	Iteration 31Q: 3 clusters Score -1.324913e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 103597 members 
Entering Unmasked Estep 
Score: -13249072.000000 Penalty: 3760.791260
	Iteration 32Q: 3 clusters Score -1.324907e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 103683 members 
Entering Unmasked Estep 
Score: -13249014.000000 Penalty: 3760.791260
	Iteration 33Q: 3 clusters Score -1.324901e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 103768 members 
Entering Unmasked Estep 
Score: -13248999.000000 Penalty: 3760.791260
	Iteration 34Q: 3 clusters Score -1.3249e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 103841 members 
Entering Unmasked Estep 
Score: -13248945.000000 Penalty: 3760.791260
	Iteration 35Q: 3 clusters Score -1.324894e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 103907 members 
Entering Unmasked Estep 
Score: -13248909.000000 Penalty: 3760.791260
	Iteration 36Q: 3 clusters Score -1.324891e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 103962 members 
Entering Unmasked Estep 
Score: -13248868.000000 Penalty: 3760.791260
	Iteration 37Q: 3 clusters Score -1.324887e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 104014 members 
Entering Unmasked Estep 
Score: -13248855.000000 Penalty: 3760.791260
	Iteration 38Q: 3 clusters Score -1.324886e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 104063 members 
Entering Unmasked Estep 
Score: -13248820.000000 Penalty: 3760.791260
	Iteration 39Q: 3 clusters Score -1.324882e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 104111 members 
Entering Unmasked Estep 
Score: -13248799.000000 Penalty: 3760.791260
	Iteration 40F: 3 clusters Score -1.32488e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 104139 members 
Entering Unmasked Estep 
Score: -13248759.000000 Penalty: 3760.791260
	Iteration 41Q: 3 clusters Score -1.324876e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 104166 members 
Entering Unmasked Estep 
Score: -13248772.000000 Penalty: 3760.791260
	Iteration 42Q: 3 clusters Score -1.324877e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 104188 members 
Entering Unmasked Estep 
Score: -13248768.000000 Penalty: 3760.791260
	Iteration 43Q: 3 clusters Score -1.324877e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 104213 members 
Entering Unmasked Estep 
Score: -13248770.000000 Penalty: 3760.791260
	Iteration 44Q: 3 clusters Score -1.324877e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 104232 members 
Entering Unmasked Estep 
Score: -13248737.000000 Penalty: 3760.791260
	Iteration 45Q: 3 clusters Score -1.324874e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 104250 members 
Entering Unmasked Estep 
Score: -13248721.000000 Penalty: 3760.791260
	Iteration 46Q: 3 clusters Score -1.324872e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 104266 members 
Entering Unmasked Estep 
Score: -13248704.000000 Penalty: 3760.791260
	Iteration 47Q: 3 clusters Score -1.32487e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 104285 members 
Entering Unmasked Estep 
Score: -13248683.000000 Penalty: 3760.791260
	Iteration 48Q: 3 clusters Score -1.324868e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 104303 members 
Entering Unmasked Estep 
Score: -13248685.000000 Penalty: 3760.791260
	Iteration 49Q: 3 clusters Score -1.324868e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 104316 members 
Entering Unmasked Estep 
Score: -13248671.000000 Penalty: 3760.791260
	Iteration 50Q: 3 clusters Score -1.324867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 104325 members 
Entering Unmasked Estep 
Score: -13248656.000000 Penalty: 3760.791260
	Iteration 51Q: 3 clusters Score -1.324866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 104336 members 
Entering Unmasked Estep 
Score: -13248659.000000 Penalty: 3760.791260
	Iteration 52Q: 3 clusters Score -1.324866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 104345 members 
Entering Unmasked Estep 
Score: -13248642.000000 Penalty: 3760.791260
	Iteration 53Q: 3 clusters Score -1.324864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 104356 members 
Entering Unmasked Estep 
Score: -13248631.000000 Penalty: 3760.791260
	Iteration 54Q: 3 clusters Score -1.324863e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 104372 members 
Entering Unmasked Estep 
Score: -13248625.000000 Penalty: 3760.791260
	Iteration 55Q: 3 clusters Score -1.324862e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 104390 members 
Entering Unmasked Estep 
Score: -13248598.000000 Penalty: 3760.791260
	Iteration 56Q: 3 clusters Score -1.32486e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 104407 members 
Entering Unmasked Estep 
Score: -13248594.000000 Penalty: 3760.791260
	Iteration 57Q: 3 clusters Score -1.324859e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 104421 members 
Entering Unmasked Estep 
Score: -13248586.000000 Penalty: 3760.791260
	Iteration 58Q: 3 clusters Score -1.324859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 104433 members 
Entering Unmasked Estep 
Score: -13248569.000000 Penalty: 3760.791260
	Iteration 59Q: 3 clusters Score -1.324857e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 104445 members 
Entering Unmasked Estep 
Score: -13248563.000000 Penalty: 3760.791260
	Iteration 60F: 3 clusters Score -1.324856e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 104459 members 
Entering Unmasked Estep 
Score: -13248566.000000 Penalty: 3760.791260
	Iteration 61Q: 3 clusters Score -1.324857e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 104471 members 
Entering Unmasked Estep 
Score: -13248565.000000 Penalty: 3760.791260
	Iteration 62Q: 3 clusters Score -1.324856e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 104482 members 
Entering Unmasked Estep 
Score: -13248558.000000 Penalty: 3760.791260
	Iteration 63Q: 3 clusters Score -1.324856e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 104495 members 
Entering Unmasked Estep 
Score: -13248553.000000 Penalty: 3760.791260
	Iteration 64Q: 3 clusters Score -1.324855e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 104505 members 
Entering Unmasked Estep 
Score: -13248545.000000 Penalty: 3760.791260
	Iteration 65Q: 3 clusters Score -1.324854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 104513 members 
Entering Unmasked Estep 
Score: -13248529.000000 Penalty: 3760.791260
	Iteration 66Q: 3 clusters Score -1.324853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 104516 members 
Entering Unmasked Estep 
Score: -13248529.000000 Penalty: 3760.791260
	Iteration 67Q: 3 clusters Score -1.324853e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 104525 members 
Entering Unmasked Estep 
Score: -13248526.000000 Penalty: 3760.791260
	Iteration 68Q: 3 clusters Score -1.324853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 104530 members 
Entering Unmasked Estep 
Score: -13248518.000000 Penalty: 3760.791260
	Iteration 69Q: 3 clusters Score -1.324852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 104535 members 
Entering Unmasked Estep 
Score: -13248511.000000 Penalty: 3760.791260
	Iteration 70Q: 3 clusters Score -1.324851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 104540 members 
Entering Unmasked Estep 
Score: -13248515.000000 Penalty: 3760.791260
	Iteration 71Q: 3 clusters Score -1.324852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 104545 members 
Entering Unmasked Estep 
Score: -13248501.000000 Penalty: 3760.791260
	Iteration 72Q: 3 clusters Score -1.32485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 104549 members 
Entering Unmasked Estep 
Score: -13248502.000000 Penalty: 3760.791260
	Iteration 73Q: 3 clusters Score -1.32485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 104550 members 
Entering Unmasked Estep 
Score: -13248505.000000 Penalty: 3760.791260
	Iteration 74Q: 3 clusters Score -1.32485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 104556 members 
Entering Unmasked Estep 
Score: -13248510.000000 Penalty: 3760.791260
	Iteration 75Q: 3 clusters Score -1.324851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 104560 members 
Entering Unmasked Estep 
Score: -13248497.000000 Penalty: 3760.791260
	Iteration 76Q: 3 clusters Score -1.32485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 104562 members 
Entering Unmasked Estep 
Score: -13248500.000000 Penalty: 3760.791260
	Iteration 77Q: 3 clusters Score -1.32485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 104563 members 
Entering Unmasked Estep 
Score: -13248501.000000 Penalty: 3760.791260
	Iteration 78Q: 3 clusters Score -1.32485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 104564 members 
Entering Unmasked Estep 
Score: -13248500.000000 Penalty: 3760.791260
	Iteration 79Q: 3 clusters Score -1.32485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 104565 members 
Entering Unmasked Estep 
Score: -13248496.000000 Penalty: 3760.791260
	Iteration 80F: 3 clusters Score -1.32485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 104566 members 
Entering Unmasked Estep 
Score: -13248508.000000 Penalty: 3760.791260
	Iteration 81Q: 3 clusters Score -1.324851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 104569 members 
Entering Unmasked Estep 
Score: -13248511.000000 Penalty: 3760.791260
	Iteration 82Q: 3 clusters Score -1.324851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 104573 members 
Entering Unmasked Estep 
Score: -13248510.000000 Penalty: 3760.791260
	Iteration 83Q: 3 clusters Score -1.324851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 104578 members 
Entering Unmasked Estep 
Score: -13248507.000000 Penalty: 3760.791260
	Iteration 84Q: 3 clusters Score -1.324851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 104583 members 
Entering Unmasked Estep 
Score: -13248495.000000 Penalty: 3760.791260
	Iteration 85Q: 3 clusters Score -1.32485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 104587 members 
Entering Unmasked Estep 
Score: -13248492.000000 Penalty: 3760.791260
	Iteration 86Q: 3 clusters Score -1.324849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 104591 members 
Entering Unmasked Estep 
Score: -13248500.000000 Penalty: 3760.791260
	Iteration 87Q: 3 clusters Score -1.32485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 104596 members 
Entering Unmasked Estep 
Score: -13248485.000000 Penalty: 3760.791260
	Iteration 88Q: 3 clusters Score -1.324848e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 104604 members 
Entering Unmasked Estep 
Score: -13248480.000000 Penalty: 3760.791260
	Iteration 89Q: 3 clusters Score -1.324848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 104616 members 
Entering Unmasked Estep 
Score: -13248452.000000 Penalty: 3760.791260
	Iteration 90Q: 3 clusters Score -1.324845e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 104624 members 
Entering Unmasked Estep 
Score: -13248455.000000 Penalty: 3760.791260
	Iteration 91Q: 3 clusters Score -1.324846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 104628 members 
Entering Unmasked Estep 
Score: -13248443.000000 Penalty: 3760.791260
	Iteration 92Q: 3 clusters Score -1.324844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 104633 members 
Entering Unmasked Estep 
Score: -13248447.000000 Penalty: 3760.791260
	Iteration 93Q: 3 clusters Score -1.324845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 104638 members 
Entering Unmasked Estep 
Score: -13248437.000000 Penalty: 3760.791260
	Iteration 94Q: 3 clusters Score -1.324844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 104642 members 
Entering Unmasked Estep 
Score: -13248426.000000 Penalty: 3760.791260
	Iteration 95Q: 3 clusters Score -1.324843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 104648 members 
Entering Unmasked Estep 
Score: -13248420.000000 Penalty: 3760.791260
	Iteration 96Q: 3 clusters Score -1.324842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 104656 members 
Entering Unmasked Estep 
Score: -13248418.000000 Penalty: 3760.791260
	Iteration 97Q: 3 clusters Score -1.324842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 104664 members 
Entering Unmasked Estep 
Score: -13248411.000000 Penalty: 3760.791260
	Iteration 98Q: 3 clusters Score -1.324841e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 104675 members 
Entering Unmasked Estep 
Score: -13248403.000000 Penalty: 3760.791260
	Iteration 99Q: 3 clusters Score -1.32484e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 104690 members 
Entering Unmasked Estep 
Score: -13248385.000000 Penalty: 3760.791260
	Iteration 100F: 3 clusters Score -1.324838e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 104704 members 
Entering Unmasked Estep 
Score: -13248401.000000 Penalty: 3760.791260
	Iteration 101Q: 3 clusters Score -1.32484e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 104720 members 
Entering Unmasked Estep 
Score: -13248406.000000 Penalty: 3760.791260
	Iteration 102Q: 3 clusters Score -1.324841e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 104735 members 
Entering Unmasked Estep 
Score: -13248391.000000 Penalty: 3760.791260
	Iteration 103Q: 3 clusters Score -1.324839e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 104747 members 
Entering Unmasked Estep 
Score: -13248377.000000 Penalty: 3760.791260
	Iteration 104Q: 3 clusters Score -1.324838e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 104761 members 
Entering Unmasked Estep 
Score: -13248379.000000 Penalty: 3760.791260
	Iteration 105Q: 3 clusters Score -1.324838e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 104772 members 
Entering Unmasked Estep 
Score: -13248361.000000 Penalty: 3760.791260
	Iteration 106Q: 3 clusters Score -1.324836e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 104781 members 
Entering Unmasked Estep 
Score: -13248360.000000 Penalty: 3760.791260
	Iteration 107Q: 3 clusters Score -1.324836e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 104794 members 
Entering Unmasked Estep 
Score: -13248344.000000 Penalty: 3760.791260
	Iteration 108Q: 3 clusters Score -1.324834e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 104803 members 
Entering Unmasked Estep 
Score: -13248347.000000 Penalty: 3760.791260
	Iteration 109Q: 3 clusters Score -1.324835e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 104809 members 
Entering Unmasked Estep 
Score: -13248336.000000 Penalty: 3760.791260
	Iteration 110Q: 3 clusters Score -1.324834e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 104820 members 
Entering Unmasked Estep 
Score: -13248324.000000 Penalty: 3760.791260
	Iteration 111Q: 3 clusters Score -1.324832e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 104830 members 
Entering Unmasked Estep 
Score: -13248330.000000 Penalty: 3760.791260
	Iteration 112Q: 3 clusters Score -1.324833e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 104842 members 
Entering Unmasked Estep 
Score: -13248320.000000 Penalty: 3760.791260
	Iteration 113Q: 3 clusters Score -1.324832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 104851 members 
Entering Unmasked Estep 
Score: -13248314.000000 Penalty: 3760.791260
	Iteration 114Q: 3 clusters Score -1.324831e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 104858 members 
Entering Unmasked Estep 
Score: -13248312.000000 Penalty: 3760.791260
	Iteration 115Q: 3 clusters Score -1.324831e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 104871 members 
Entering Unmasked Estep 
Score: -13248302.000000 Penalty: 3760.791260
	Iteration 116Q: 3 clusters Score -1.32483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 104880 members 
Entering Unmasked Estep 
Score: -13248293.000000 Penalty: 3760.791260
	Iteration 117Q: 3 clusters Score -1.324829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 104889 members 
Entering Unmasked Estep 
Score: -13248287.000000 Penalty: 3760.791260
	Iteration 118Q: 3 clusters Score -1.324829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 104898 members 
Entering Unmasked Estep 
Score: -13248284.000000 Penalty: 3760.791260
	Iteration 119Q: 3 clusters Score -1.324828e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 104916 members 
Entering Unmasked Estep 
Score: -13248275.000000 Penalty: 3760.791260
	Iteration 120F: 3 clusters Score -1.324828e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 104937 members 
Entering Unmasked Estep 
Score: -13248275.000000 Penalty: 3760.791260
	Iteration 121Q: 3 clusters Score -1.324828e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 104952 members 
Entering Unmasked Estep 
Score: -13248261.000000 Penalty: 3760.791260
	Iteration 122Q: 3 clusters Score -1.324826e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 104968 members 
Entering Unmasked Estep 
Score: -13248242.000000 Penalty: 3760.791260
	Iteration 123Q: 3 clusters Score -1.324824e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 104984 members 
Entering Unmasked Estep 
Score: -13248239.000000 Penalty: 3760.791260
	Iteration 124Q: 3 clusters Score -1.324824e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 105002 members 
Entering Unmasked Estep 
Score: -13248242.000000 Penalty: 3760.791260
	Iteration 125Q: 3 clusters Score -1.324824e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 105020 members 
Entering Unmasked Estep 
Score: -13248225.000000 Penalty: 3760.791260
	Iteration 126Q: 3 clusters Score -1.324822e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 105041 members 
Entering Unmasked Estep 
Score: -13248240.000000 Penalty: 3760.791260
	Iteration 127Q: 3 clusters Score -1.324824e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 105053 members 
Entering Unmasked Estep 
Score: -13248225.000000 Penalty: 3760.791260
	Iteration 128Q: 3 clusters Score -1.324822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 105064 members 
Entering Unmasked Estep 
Score: -13248211.000000 Penalty: 3760.791260
	Iteration 129Q: 3 clusters Score -1.324821e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 105077 members 
Entering Unmasked Estep 
Score: -13248206.000000 Penalty: 3760.791260
	Iteration 130Q: 3 clusters Score -1.324821e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 105090 members 
Entering Unmasked Estep 
Score: -13248194.000000 Penalty: 3760.791260
	Iteration 131Q: 3 clusters Score -1.324819e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 105101 members 
Entering Unmasked Estep 
Score: -13248195.000000 Penalty: 3760.791260
	Iteration 132Q: 3 clusters Score -1.32482e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 105108 members 
Entering Unmasked Estep 
Score: -13248189.000000 Penalty: 3760.791260
	Iteration 133Q: 3 clusters Score -1.324819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 105117 members 
Entering Unmasked Estep 
Score: -13248181.000000 Penalty: 3760.791260
	Iteration 134Q: 3 clusters Score -1.324818e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 105129 members 
Entering Unmasked Estep 
Score: -13248187.000000 Penalty: 3760.791260
	Iteration 135Q: 3 clusters Score -1.324819e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 105142 members 
Entering Unmasked Estep 
Score: -13248164.000000 Penalty: 3760.791260
	Iteration 136Q: 3 clusters Score -1.324816e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 105156 members 
Entering Unmasked Estep 
Score: -13248169.000000 Penalty: 3760.791260
	Iteration 137Q: 3 clusters Score -1.324817e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 105170 members 
Entering Unmasked Estep 
Score: -13248163.000000 Penalty: 3760.791260
	Iteration 138Q: 3 clusters Score -1.324816e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 105191 members 
Entering Unmasked Estep 
Score: -13248132.000000 Penalty: 3760.791260
	Iteration 139Q: 3 clusters Score -1.324813e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 105210 members 
Entering Unmasked Estep 
Score: -13248119.000000 Penalty: 3760.791260
	Iteration 140F: 3 clusters Score -1.324812e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 105231 members 
Entering Unmasked Estep 
Score: -13248110.000000 Penalty: 3760.791260
	Iteration 141Q: 3 clusters Score -1.324811e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 105253 members 
Entering Unmasked Estep 
Score: -13248109.000000 Penalty: 3760.791260
	Iteration 142Q: 3 clusters Score -1.324811e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 105272 members 
Entering Unmasked Estep 
Score: -13248073.000000 Penalty: 3760.791260
	Iteration 143Q: 3 clusters Score -1.324807e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 105288 members 
Entering Unmasked Estep 
Score: -13248078.000000 Penalty: 3760.791260
	Iteration 144Q: 3 clusters Score -1.324808e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 105293 members 
Entering Unmasked Estep 
Score: -13248086.000000 Penalty: 3760.791260
	Iteration 145Q: 3 clusters Score -1.324809e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 105301 members 
Entering Unmasked Estep 
Score: -13248072.000000 Penalty: 3760.791260
	Iteration 146Q: 3 clusters Score -1.324807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 105306 members 
Entering Unmasked Estep 
Score: -13248077.000000 Penalty: 3760.791260
	Iteration 147Q: 3 clusters Score -1.324808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 105309 members 
Entering Unmasked Estep 
Score: -13248071.000000 Penalty: 3760.791260
	Iteration 148Q: 3 clusters Score -1.324807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 105312 members 
Entering Unmasked Estep 
Score: -13248066.000000 Penalty: 3760.791260
	Iteration 149Q: 3 clusters Score -1.324807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 105316 members 
Entering Unmasked Estep 
Score: -13248076.000000 Penalty: 3760.791260
	Iteration 150Q: 3 clusters Score -1.324808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 105319 members 
Entering Unmasked Estep 
Score: -13248069.000000 Penalty: 3760.791260
	Iteration 151Q: 3 clusters Score -1.324807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 105320 members 
Entering Unmasked Estep 
Score: -13248078.000000 Penalty: 3760.791260
	Iteration 152Q: 3 clusters Score -1.324808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 105322 members 
Entering Unmasked Estep 
Score: -13248075.000000 Penalty: 3760.791260
	Iteration 153Q: 3 clusters Score -1.324808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 105324 members 
Entering Unmasked Estep 
Score: -13248076.000000 Penalty: 3760.791260
	Iteration 154Q: 3 clusters Score -1.324808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 105325 members 
Entering Unmasked Estep 
Score: -13248072.000000 Penalty: 3760.791260
	Iteration 155Q: 3 clusters Score -1.324807e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 105325 members 
Entering Unmasked Estep 
Score: -13248072.000000 Penalty: 3760.791260
	Iteration 156F: 3 clusters Score -1.324807e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Entering Unmasked Estep 
Score: -773441.062500 Penalty: 1428.838623
	Iteration 0F: 2 clusters Score -773441.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -768507.437500 Penalty: 2857.677246
	Iteration 0F: 3 clusters Score -768507.4 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -770438.812500 Penalty: 2857.677246
	Iteration 1F: 3 clusters Score -770438.8 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -771139.875000 Penalty: 2857.677246
	Iteration 2F: 3 clusters Score -771139.9 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -771795.687500 Penalty: 2857.677246
	Iteration 3F: 3 clusters Score -771795.7 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -772377.937500 Penalty: 2857.677246
	Iteration 4F: 3 clusters Score -772377.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -772868.312500 Penalty: 2857.677246
	Iteration 5F: 3 clusters Score -772868.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -773146.375000 Penalty: 2857.677246
	Iteration 6Q: 3 clusters Score -773146.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -773252.937500 Penalty: 2857.677246
	Iteration 7Q: 3 clusters Score -773252.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -773292.750000 Penalty: 2857.677246
	Iteration 8Q: 3 clusters Score -773292.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -773310.312500 Penalty: 2857.677246
	Iteration 9Q: 3 clusters Score -773310.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -773321.437500 Penalty: 2857.677246
	Iteration 10Q: 3 clusters Score -773321.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -773327.625000 Penalty: 2857.677246
	Iteration 11Q: 3 clusters Score -773327.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -773332.187500 Penalty: 2857.677246
	Iteration 12Q: 3 clusters Score -773332.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -773333.500000 Penalty: 2857.677246
	Iteration 13Q: 3 clusters Score -773333.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -773336.625000 Penalty: 2857.677246
	Iteration 14Q: 3 clusters Score -773336.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -773339.625000 Penalty: 2857.677246
	Iteration 15Q: 3 clusters Score -773339.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -773343.062500 Penalty: 2857.677246
	Iteration 16Q: 3 clusters Score -773343.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -773344.062500 Penalty: 2857.677246
	Iteration 17Q: 3 clusters Score -773344.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -773344.312500 Penalty: 2857.677246
	Iteration 18Q: 3 clusters Score -773344.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -773346.062500 Penalty: 2857.677246
	Iteration 19Q: 3 clusters Score -773346.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -773348.187500 Penalty: 2857.677246
	Iteration 20F: 3 clusters Score -773348.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -773348.750000 Penalty: 2857.677246
	Iteration 21Q: 3 clusters Score -773348.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -773352.062500 Penalty: 2857.677246
	Iteration 22Q: 3 clusters Score -773352.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -773353.937500 Penalty: 2857.677246
	Iteration 23Q: 3 clusters Score -773353.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -773355.562500 Penalty: 2857.677246
	Iteration 24Q: 3 clusters Score -773355.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -773357.000000 Penalty: 2857.677246
	Iteration 25Q: 3 clusters Score -773357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -773361.437500 Penalty: 2857.677246
	Iteration 26Q: 3 clusters Score -773361.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -773362.562500 Penalty: 2857.677246
	Iteration 27Q: 3 clusters Score -773362.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -773363.437500 Penalty: 2857.677246
	Iteration 28Q: 3 clusters Score -773363.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -773364.437500 Penalty: 2857.677246
	Iteration 29Q: 3 clusters Score -773364.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -773362.812500 Penalty: 2857.677246
	Iteration 30Q: 3 clusters Score -773362.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -773364.187500 Penalty: 2857.677246
	Iteration 31Q: 3 clusters Score -773364.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -773365.687500 Penalty: 2857.677246
	Iteration 32Q: 3 clusters Score -773365.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -773367.187500 Penalty: 2857.677246
	Iteration 33Q: 3 clusters Score -773367.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -773367.187500 Penalty: 2857.677246
	Iteration 34Q: 3 clusters Score -773367.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -773369.562500 Penalty: 2857.677246
	Iteration 35Q: 3 clusters Score -773369.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -773368.687500 Penalty: 2857.677246
	Iteration 36Q: 3 clusters Score -773368.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -773368.687500 Penalty: 2857.677246
	Iteration 37F: 3 clusters Score -773368.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -39068.027344 Penalty: 956.039856
	Iteration 0F: 2 clusters Score -39068.03 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 163 members 
Entering Unmasked Estep 
Score: -38115.441406 Penalty: 1912.079712
	Iteration 0F: 3 clusters Score -38115.44 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -38294.394531 Penalty: 1912.079712
	Iteration 1F: 3 clusters Score -38294.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -38351.671875 Penalty: 1912.079712
	Iteration 2F: 3 clusters Score -38351.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -38383.367188 Penalty: 1912.079712
	Iteration 3Q: 3 clusters Score -38383.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -38395.824219 Penalty: 1912.079712
	Iteration 4Q: 3 clusters Score -38395.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -38404.054688 Penalty: 1912.079712
	Iteration 5Q: 3 clusters Score -38404.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -38413.765625 Penalty: 1912.079712
	Iteration 6Q: 3 clusters Score -38413.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -38414.492188 Penalty: 1912.079712
	Iteration 7Q: 3 clusters Score -38414.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -38414.492188 Penalty: 1912.079712
	Iteration 8F: 3 clusters Score -38414.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Entering Unmasked Estep 
Score: -1178543.000000 Penalty: 1487.436035
	Iteration 0F: 2 clusters Score -1178543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1171788.750000 Penalty: 2974.872070
	Iteration 0F: 3 clusters Score -1171789 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1174100.625000 Penalty: 2974.872070
	Iteration 1F: 3 clusters Score -1174101 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1174570.125000 Penalty: 2974.872070
	Iteration 2F: 3 clusters Score -1174570 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1175156.250000 Penalty: 2974.872070
	Iteration 3F: 3 clusters Score -1175156 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1175911.250000 Penalty: 2974.872070
	Iteration 4F: 3 clusters Score -1175911 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1176683.750000 Penalty: 2974.872070
	Iteration 5F: 3 clusters Score -1176684 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1177214.125000 Penalty: 2974.872070
	Iteration 6F: 3 clusters Score -1177214 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1177493.250000 Penalty: 2974.872070
	Iteration 7Q: 3 clusters Score -1177493 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1177641.375000 Penalty: 2974.872070
	Iteration 8Q: 3 clusters Score -1177641 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1177709.375000 Penalty: 2974.872070
	Iteration 9Q: 3 clusters Score -1177709 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1177744.375000 Penalty: 2974.872070
	Iteration 10Q: 3 clusters Score -1177744 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1177772.125000 Penalty: 2974.872070
	Iteration 11Q: 3 clusters Score -1177772 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1177789.375000 Penalty: 2974.872070
	Iteration 12Q: 3 clusters Score -1177789 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1177804.125000 Penalty: 2974.872070
	Iteration 13Q: 3 clusters Score -1177804 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1177813.000000 Penalty: 2974.872070
	Iteration 14Q: 3 clusters Score -1177813 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1177816.625000 Penalty: 2974.872070
	Iteration 15Q: 3 clusters Score -1177817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1177824.375000 Penalty: 2974.872070
	Iteration 16Q: 3 clusters Score -1177824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1177828.000000 Penalty: 2974.872070
	Iteration 17Q: 3 clusters Score -1177828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1177829.250000 Penalty: 2974.872070
	Iteration 18Q: 3 clusters Score -1177829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1177831.125000 Penalty: 2974.872070
	Iteration 19Q: 3 clusters Score -1177831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1177836.125000 Penalty: 2974.872070
	Iteration 20F: 3 clusters Score -1177836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1177842.250000 Penalty: 2974.872070
	Iteration 21Q: 3 clusters Score -1177842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1177841.375000 Penalty: 2974.872070
	Iteration 22Q: 3 clusters Score -1177841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1177845.000000 Penalty: 2974.872070
	Iteration 23Q: 3 clusters Score -1177845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1177844.375000 Penalty: 2974.872070
	Iteration 24Q: 3 clusters Score -1177844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1177847.250000 Penalty: 2974.872070
	Iteration 25Q: 3 clusters Score -1177847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1177851.250000 Penalty: 2974.872070
	Iteration 26Q: 3 clusters Score -1177851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1177852.000000 Penalty: 2974.872070
	Iteration 27Q: 3 clusters Score -1177852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1177853.250000 Penalty: 2974.872070
	Iteration 28Q: 3 clusters Score -1177853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1177852.625000 Penalty: 2974.872070
	Iteration 29Q: 3 clusters Score -1177853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1177853.000000 Penalty: 2974.872070
	Iteration 30Q: 3 clusters Score -1177853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1177854.125000 Penalty: 2974.872070
	Iteration 31Q: 3 clusters Score -1177854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1177852.500000 Penalty: 2974.872070
	Iteration 32Q: 3 clusters Score -1177852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1177852.500000 Penalty: 2974.872070
	Iteration 33F: 3 clusters Score -1177852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Entering Unmasked Estep 
Score: -5211697.000000 Penalty: 1733.686401
	Iteration 0F: 2 clusters Score -5211697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -5183044.500000 Penalty: 3467.372803
	Iteration 0F: 3 clusters Score -5183044 nChanged 20028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -5194370.500000 Penalty: 3467.372803
	Iteration 1F: 3 clusters Score -5194370 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -5194852.500000 Penalty: 3467.372803
	Iteration 2Q: 3 clusters Score -5194852 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -5195444.000000 Penalty: 3467.372803
	Iteration 3Q: 3 clusters Score -5195444 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -5196193.000000 Penalty: 3467.372803
	Iteration 4Q: 3 clusters Score -5196193 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -5197208.500000 Penalty: 3467.372803
	Iteration 5Q: 3 clusters Score -5197208 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -5198661.500000 Penalty: 3467.372803
	Iteration 6F: 3 clusters Score -5198662 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -5200281.000000 Penalty: 3467.372803
	Iteration 7F: 3 clusters Score -5200281 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -5201863.500000 Penalty: 3467.372803
	Iteration 8F: 3 clusters Score -5201864 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -5203264.500000 Penalty: 3467.372803
	Iteration 9F: 3 clusters Score -5203264 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -5204519.000000 Penalty: 3467.372803
	Iteration 10Q: 3 clusters Score -5204519 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -5205686.500000 Penalty: 3467.372803
	Iteration 11Q: 3 clusters Score -5205686 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -5206741.500000 Penalty: 3467.372803
	Iteration 12Q: 3 clusters Score -5206742 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -5207673.500000 Penalty: 3467.372803
	Iteration 13Q: 3 clusters Score -5207674 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -5208521.000000 Penalty: 3467.372803
	Iteration 14Q: 3 clusters Score -5208521 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -5209146.500000 Penalty: 3467.372803
	Iteration 15Q: 3 clusters Score -5209146 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5209553.000000 Penalty: 3467.372803
	Iteration 16Q: 3 clusters Score -5209553 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5209842.000000 Penalty: 3467.372803
	Iteration 17Q: 3 clusters Score -5209842 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5210065.500000 Penalty: 3467.372803
	Iteration 18Q: 3 clusters Score -5210066 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5210358.500000 Penalty: 3467.372803
	Iteration 19Q: 3 clusters Score -5210358 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5210597.000000 Penalty: 3467.372803
	Iteration 20F: 3 clusters Score -5210597 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5210737.000000 Penalty: 3467.372803
	Iteration 21Q: 3 clusters Score -5210737 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5210803.500000 Penalty: 3467.372803
	Iteration 22Q: 3 clusters Score -5210804 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5210829.000000 Penalty: 3467.372803
	Iteration 23Q: 3 clusters Score -5210829 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5210839.500000 Penalty: 3467.372803
	Iteration 24Q: 3 clusters Score -5210840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5210854.000000 Penalty: 3467.372803
	Iteration 25Q: 3 clusters Score -5210854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5210848.000000 Penalty: 3467.372803
	Iteration 26Q: 3 clusters Score -5210848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5210854.500000 Penalty: 3467.372803
	Iteration 27Q: 3 clusters Score -5210854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42186 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5210850.000000 Penalty: 3467.372803
	Iteration 28Q: 3 clusters Score -5210850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5210852.500000 Penalty: 3467.372803
	Iteration 29Q: 3 clusters Score -5210852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5210857.000000 Penalty: 3467.372803
	Iteration 30Q: 3 clusters Score -5210857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5210856.000000 Penalty: 3467.372803
	Iteration 31Q: 3 clusters Score -5210856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5210856.500000 Penalty: 3467.372803
	Iteration 32Q: 3 clusters Score -5210856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5210860.000000 Penalty: 3467.372803
	Iteration 33Q: 3 clusters Score -5210860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5210866.500000 Penalty: 3467.372803
	Iteration 34Q: 3 clusters Score -5210866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5210857.000000 Penalty: 3467.372803
	Iteration 35Q: 3 clusters Score -5210857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5210857.000000 Penalty: 3467.372803
	Iteration 36F: 3 clusters Score -5210857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -17318.857422 Penalty: 935.821533
	Iteration 0F: 2 clusters Score -17318.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16630.126953 Penalty: 1871.643066
	Iteration 0F: 3 clusters Score -16630.13 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16919.017578 Penalty: 1871.643066
	Iteration 1F: 3 clusters Score -16919.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -17019.650391 Penalty: 1871.643066
	Iteration 2F: 3 clusters Score -17019.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17041.269531 Penalty: 1871.643066
	Iteration 3Q: 3 clusters Score -17041.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17054.220703 Penalty: 1871.643066
	Iteration 4Q: 3 clusters Score -17054.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17118.353516 Penalty: 1871.643066
	Iteration 5Q: 3 clusters Score -17118.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17233.744141 Penalty: 1871.643066
	Iteration 6Q: 3 clusters Score -17233.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17295.074219 Penalty: 1871.643066
	Iteration 7Q: 3 clusters Score -17295.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17324.503906 Penalty: 1871.643066
	Iteration 8Q: 3 clusters Score -17324.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17342.568359 Penalty: 1871.643066
	Iteration 9Q: 3 clusters Score -17342.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17354.867188 Penalty: 1871.643066
	Iteration 10Q: 3 clusters Score -17354.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17364.486328 Penalty: 1871.643066
	Iteration 11Q: 3 clusters Score -17364.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17380.394531 Penalty: 1871.643066
	Iteration 12Q: 3 clusters Score -17380.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17383.091797 Penalty: 1871.643066
	Iteration 13Q: 3 clusters Score -17383.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17383.091797 Penalty: 1871.643066
	Iteration 14F: 3 clusters Score -17383.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 106050 members 
Mstep: Class 3 contains 6587 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9447 members 
Mstep: Class 6 contains 42995 members 
Mstep: Class 7 contains 213 members 
Mstep: Class 8 contains 6929 members 
Mstep: Class 9 contains 89831 members 
Mstep: Class 10 contains 80142 members 
Mstep: Class 11 contains 97205 members 
Mstep: Class 12 contains 48360 members 
Mstep: Class 13 contains 4970 members 
Mstep: Class 14 contains 103772 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6024 members 
Mstep: Class 19 contains 3507 members 
Mstep: Class 20 contains 25058 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9760 members 
Mstep: Class 25 contains 96853 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6784 members 
Mstep: Class 28 contains 3573 members 
Mstep: Class 29 contains 3301 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 13559 members 
Mstep: Class 34 contains 10068 members 
Mstep: Class 35 contains 9818 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 106841 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8296 members 
Mstep: Class 41 contains 1623 members 
Mstep: Class 42 contains 104 members 
Entering Unmasked Estep 
Score: -111780208.000000 Penalty: 93710.203125
Splitting cluster 7 changes total score from -111781240.000000 to -111780208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (6929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Entering Unmasked Estep 
Score: -823864.750000 Penalty: 1437.063965
	Iteration 0F: 2 clusters Score -823864.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -818700.562500 Penalty: 2874.127930
	Iteration 0F: 3 clusters Score -818700.6 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -820300.437500 Penalty: 2874.127930
	Iteration 1F: 3 clusters Score -820300.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -820610.187500 Penalty: 2874.127930
	Iteration 2F: 3 clusters Score -820610.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -820836.000000 Penalty: 2874.127930
	Iteration 3F: 3 clusters Score -820836 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -821035.125000 Penalty: 2874.127930
	Iteration 4F: 3 clusters Score -821035.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -821214.875000 Penalty: 2874.127930
	Iteration 5Q: 3 clusters Score -821214.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -821366.687500 Penalty: 2874.127930
	Iteration 6Q: 3 clusters Score -821366.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -821501.625000 Penalty: 2874.127930
	Iteration 7Q: 3 clusters Score -821501.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -821622.937500 Penalty: 2874.127930
	Iteration 8Q: 3 clusters Score -821622.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -821711.125000 Penalty: 2874.127930
	Iteration 9Q: 3 clusters Score -821711.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -821781.312500 Penalty: 2874.127930
	Iteration 10Q: 3 clusters Score -821781.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -821846.875000 Penalty: 2874.127930
	Iteration 11Q: 3 clusters Score -821846.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -821906.437500 Penalty: 2874.127930
	Iteration 12Q: 3 clusters Score -821906.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -821967.250000 Penalty: 2874.127930
	Iteration 13Q: 3 clusters Score -821967.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -822027.937500 Penalty: 2874.127930
	Iteration 14Q: 3 clusters Score -822027.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -822077.875000 Penalty: 2874.127930
	Iteration 15Q: 3 clusters Score -822077.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -822132.250000 Penalty: 2874.127930
	Iteration 16Q: 3 clusters Score -822132.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -822189.562500 Penalty: 2874.127930
	Iteration 17Q: 3 clusters Score -822189.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -822253.562500 Penalty: 2874.127930
	Iteration 18Q: 3 clusters Score -822253.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -822307.437500 Penalty: 2874.127930
	Iteration 19Q: 3 clusters Score -822307.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -822362.812500 Penalty: 2874.127930
	Iteration 20F: 3 clusters Score -822362.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -822415.625000 Penalty: 2874.127930
	Iteration 21Q: 3 clusters Score -822415.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -822459.625000 Penalty: 2874.127930
	Iteration 22Q: 3 clusters Score -822459.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -822491.812500 Penalty: 2874.127930
	Iteration 23Q: 3 clusters Score -822491.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -822510.437500 Penalty: 2874.127930
	Iteration 24Q: 3 clusters Score -822510.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -822534.062500 Penalty: 2874.127930
	Iteration 25Q: 3 clusters Score -822534.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -822545.687500 Penalty: 2874.127930
	Iteration 26Q: 3 clusters Score -822545.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -822558.062500 Penalty: 2874.127930
	Iteration 27Q: 3 clusters Score -822558.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -822574.437500 Penalty: 2874.127930
	Iteration 28Q: 3 clusters Score -822574.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -822583.187500 Penalty: 2874.127930
	Iteration 29Q: 3 clusters Score -822583.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -822591.625000 Penalty: 2874.127930
	Iteration 30Q: 3 clusters Score -822591.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -822598.000000 Penalty: 2874.127930
	Iteration 31Q: 3 clusters Score -822598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -822607.625000 Penalty: 2874.127930
	Iteration 32Q: 3 clusters Score -822607.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -822613.437500 Penalty: 2874.127930
	Iteration 33Q: 3 clusters Score -822613.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -822615.375000 Penalty: 2874.127930
	Iteration 34Q: 3 clusters Score -822615.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -822618.937500 Penalty: 2874.127930
	Iteration 35Q: 3 clusters Score -822618.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -822625.562500 Penalty: 2874.127930
	Iteration 36Q: 3 clusters Score -822625.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -822632.000000 Penalty: 2874.127930
	Iteration 37Q: 3 clusters Score -822632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -822640.687500 Penalty: 2874.127930
	Iteration 38Q: 3 clusters Score -822640.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -822648.437500 Penalty: 2874.127930
	Iteration 39Q: 3 clusters Score -822648.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -822653.937500 Penalty: 2874.127930
	Iteration 40F: 3 clusters Score -822653.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -822658.937500 Penalty: 2874.127930
	Iteration 41Q: 3 clusters Score -822658.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -822663.000000 Penalty: 2874.127930
	Iteration 42Q: 3 clusters Score -822663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -822664.687500 Penalty: 2874.127930
	Iteration 43Q: 3 clusters Score -822664.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -822667.937500 Penalty: 2874.127930
	Iteration 44Q: 3 clusters Score -822667.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -822674.875000 Penalty: 2874.127930
	Iteration 45Q: 3 clusters Score -822674.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -822679.062500 Penalty: 2874.127930
	Iteration 46Q: 3 clusters Score -822679.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -822685.250000 Penalty: 2874.127930
	Iteration 47Q: 3 clusters Score -822685.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -822686.875000 Penalty: 2874.127930
	Iteration 48Q: 3 clusters Score -822686.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -822689.062500 Penalty: 2874.127930
	Iteration 49Q: 3 clusters Score -822689.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -822692.187500 Penalty: 2874.127930
	Iteration 50Q: 3 clusters Score -822692.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -822693.125000 Penalty: 2874.127930
	Iteration 51Q: 3 clusters Score -822693.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -822697.250000 Penalty: 2874.127930
	Iteration 52Q: 3 clusters Score -822697.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -822702.062500 Penalty: 2874.127930
	Iteration 53Q: 3 clusters Score -822702.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -822703.187500 Penalty: 2874.127930
	Iteration 54Q: 3 clusters Score -822703.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -822703.187500 Penalty: 2874.127930
	Iteration 55F: 3 clusters Score -822703.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (89831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89831 members 
Entering Unmasked Estep 
Score: -11349187.000000 Penalty: 1853.423828
	Iteration 0F: 2 clusters Score -1.134919e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -11289931.000000 Penalty: 3706.847656
	Iteration 0F: 3 clusters Score -1.128993e+07 nChanged 42813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -11315669.000000 Penalty: 3706.847656
	Iteration 1F: 3 clusters Score -1.131567e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49296 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -11316954.000000 Penalty: 3706.847656
	Iteration 2Q: 3 clusters Score -1.131695e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51706 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -11318508.000000 Penalty: 3706.847656
	Iteration 3Q: 3 clusters Score -1.131851e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54950 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -11320542.000000 Penalty: 3706.847656
	Iteration 4F: 3 clusters Score -1.132054e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59157 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -11323491.000000 Penalty: 3706.847656
	Iteration 5F: 3 clusters Score -1.132349e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64189 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -11327429.000000 Penalty: 3706.847656
	Iteration 6F: 3 clusters Score -1.132743e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69525 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -11332206.000000 Penalty: 3706.847656
	Iteration 7F: 3 clusters Score -1.133221e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74358 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -11336738.000000 Penalty: 3706.847656
	Iteration 8F: 3 clusters Score -1.133674e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78001 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -11340271.000000 Penalty: 3706.847656
	Iteration 9Q: 3 clusters Score -1.134027e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80524 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -11342421.000000 Penalty: 3706.847656
	Iteration 10Q: 3 clusters Score -1.134242e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82321 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -11343908.000000 Penalty: 3706.847656
	Iteration 11Q: 3 clusters Score -1.134391e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83641 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -11344925.000000 Penalty: 3706.847656
	Iteration 12Q: 3 clusters Score -1.134492e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84667 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -11345641.000000 Penalty: 3706.847656
	Iteration 13Q: 3 clusters Score -1.134564e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85472 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -11346158.000000 Penalty: 3706.847656
	Iteration 14Q: 3 clusters Score -1.134616e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86084 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -11346585.000000 Penalty: 3706.847656
	Iteration 15Q: 3 clusters Score -1.134658e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86588 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -11346919.000000 Penalty: 3706.847656
	Iteration 16Q: 3 clusters Score -1.134692e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86975 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -11347114.000000 Penalty: 3706.847656
	Iteration 17Q: 3 clusters Score -1.134711e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87281 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -11347298.000000 Penalty: 3706.847656
	Iteration 18Q: 3 clusters Score -1.13473e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87528 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -11347405.000000 Penalty: 3706.847656
	Iteration 19Q: 3 clusters Score -1.13474e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87722 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -11347496.000000 Penalty: 3706.847656
	Iteration 20F: 3 clusters Score -1.13475e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87867 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -11347555.000000 Penalty: 3706.847656
	Iteration 21Q: 3 clusters Score -1.134756e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87979 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -11347569.000000 Penalty: 3706.847656
	Iteration 22Q: 3 clusters Score -1.134757e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88073 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -11347596.000000 Penalty: 3706.847656
	Iteration 23Q: 3 clusters Score -1.13476e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88148 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -11347608.000000 Penalty: 3706.847656
	Iteration 24Q: 3 clusters Score -1.134761e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88194 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -11347629.000000 Penalty: 3706.847656
	Iteration 25Q: 3 clusters Score -1.134763e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88236 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -11347647.000000 Penalty: 3706.847656
	Iteration 26Q: 3 clusters Score -1.134765e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88262 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -11347648.000000 Penalty: 3706.847656
	Iteration 27Q: 3 clusters Score -1.134765e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88292 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -11347649.000000 Penalty: 3706.847656
	Iteration 28Q: 3 clusters Score -1.134765e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88322 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -11347672.000000 Penalty: 3706.847656
	Iteration 29Q: 3 clusters Score -1.134767e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88346 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -11347674.000000 Penalty: 3706.847656
	Iteration 30Q: 3 clusters Score -1.134767e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88366 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -11347670.000000 Penalty: 3706.847656
	Iteration 31Q: 3 clusters Score -1.134767e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88389 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -11347681.000000 Penalty: 3706.847656
	Iteration 32Q: 3 clusters Score -1.134768e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88409 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -11347696.000000 Penalty: 3706.847656
	Iteration 33Q: 3 clusters Score -1.13477e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88424 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -11347719.000000 Penalty: 3706.847656
	Iteration 34Q: 3 clusters Score -1.134772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88432 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -11347718.000000 Penalty: 3706.847656
	Iteration 35Q: 3 clusters Score -1.134772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88440 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -11347717.000000 Penalty: 3706.847656
	Iteration 36Q: 3 clusters Score -1.134772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88445 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -11347721.000000 Penalty: 3706.847656
	Iteration 37Q: 3 clusters Score -1.134772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88446 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -11347724.000000 Penalty: 3706.847656
	Iteration 38Q: 3 clusters Score -1.134772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88447 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -11347721.000000 Penalty: 3706.847656
	Iteration 39Q: 3 clusters Score -1.134772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88448 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -11347715.000000 Penalty: 3706.847656
	Iteration 40F: 3 clusters Score -1.134772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88450 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -11347722.000000 Penalty: 3706.847656
	Iteration 41Q: 3 clusters Score -1.134772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88454 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -11347726.000000 Penalty: 3706.847656
	Iteration 42Q: 3 clusters Score -1.134773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88461 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -11347728.000000 Penalty: 3706.847656
	Iteration 43Q: 3 clusters Score -1.134773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88464 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -11347726.000000 Penalty: 3706.847656
	Iteration 44Q: 3 clusters Score -1.134773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88470 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -11347734.000000 Penalty: 3706.847656
	Iteration 45Q: 3 clusters Score -1.134773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88478 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -11347720.000000 Penalty: 3706.847656
	Iteration 46Q: 3 clusters Score -1.134772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88486 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -11347732.000000 Penalty: 3706.847656
	Iteration 47Q: 3 clusters Score -1.134773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88494 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -11347736.000000 Penalty: 3706.847656
	Iteration 48Q: 3 clusters Score -1.134774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88501 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -11347737.000000 Penalty: 3706.847656
	Iteration 49Q: 3 clusters Score -1.134774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88507 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -11347743.000000 Penalty: 3706.847656
	Iteration 50Q: 3 clusters Score -1.134774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88509 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -11347750.000000 Penalty: 3706.847656
	Iteration 51Q: 3 clusters Score -1.134775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88514 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -11347738.000000 Penalty: 3706.847656
	Iteration 52Q: 3 clusters Score -1.134774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88517 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -11347735.000000 Penalty: 3706.847656
	Iteration 53Q: 3 clusters Score -1.134774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88520 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -11347736.000000 Penalty: 3706.847656
	Iteration 54Q: 3 clusters Score -1.134774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88520 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -11347736.000000 Penalty: 3706.847656
	Iteration 55F: 3 clusters Score -1.134774e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (80142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80142 members 
Entering Unmasked Estep 
Score: -9752403.000000 Penalty: 1834.877808
	Iteration 0F: 2 clusters Score -9752403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -9699071.000000 Penalty: 3669.755615
	Iteration 0F: 3 clusters Score -9699071 nChanged 38102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -9720900.000000 Penalty: 3669.755615
	Iteration 1F: 3 clusters Score -9720900 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -9721710.000000 Penalty: 3669.755615
	Iteration 2Q: 3 clusters Score -9721710 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -9722447.000000 Penalty: 3669.755615
	Iteration 3Q: 3 clusters Score -9722447 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -9723168.000000 Penalty: 3669.755615
	Iteration 4Q: 3 clusters Score -9723168 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -9723936.000000 Penalty: 3669.755615
	Iteration 5Q: 3 clusters Score -9723936 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 45017 members 
Entering Unmasked Estep 
Score: -9724914.000000 Penalty: 3669.755615
	Iteration 6Q: 3 clusters Score -9724914 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -9726096.000000 Penalty: 3669.755615
	Iteration 7Q: 3 clusters Score -9726096 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 50393 members 
Entering Unmasked Estep 
Score: -9727807.000000 Penalty: 3669.755615
	Iteration 8Q: 3 clusters Score -9727807 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 54278 members 
Entering Unmasked Estep 
Score: -9730075.000000 Penalty: 3669.755615
	Iteration 9F: 3 clusters Score -9730075 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 59021 members 
Entering Unmasked Estep 
Score: -9733245.000000 Penalty: 3669.755615
	Iteration 10F: 3 clusters Score -9733245 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 64385 members 
Entering Unmasked Estep 
Score: -9737316.000000 Penalty: 3669.755615
	Iteration 11F: 3 clusters Score -9737316 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 69700 members 
Entering Unmasked Estep 
Score: -9741687.000000 Penalty: 3669.755615
	Iteration 12F: 3 clusters Score -9741687 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 74172 members 
Entering Unmasked Estep 
Score: -9745589.000000 Penalty: 3669.755615
	Iteration 13F: 3 clusters Score -9745589 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 77237 members 
Entering Unmasked Estep 
Score: -9748363.000000 Penalty: 3669.755615
	Iteration 14Q: 3 clusters Score -9748363 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 78922 members 
Entering Unmasked Estep 
Score: -9749826.000000 Penalty: 3669.755615
	Iteration 15Q: 3 clusters Score -9749826 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 79587 members 
Entering Unmasked Estep 
Score: -9750358.000000 Penalty: 3669.755615
	Iteration 16Q: 3 clusters Score -9750358 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 79817 members 
Entering Unmasked Estep 
Score: -9750587.000000 Penalty: 3669.755615
	Iteration 17Q: 3 clusters Score -9750587 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 79888 members 
Entering Unmasked Estep 
Score: -9750669.000000 Penalty: 3669.755615
	Iteration 18Q: 3 clusters Score -9750669 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 79916 members 
Entering Unmasked Estep 
Score: -9750710.000000 Penalty: 3669.755615
	Iteration 19Q: 3 clusters Score -9750710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 79932 members 
Entering Unmasked Estep 
Score: -9750739.000000 Penalty: 3669.755615
	Iteration 20F: 3 clusters Score -9750739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 79944 members 
Entering Unmasked Estep 
Score: -9750756.000000 Penalty: 3669.755615
	Iteration 21Q: 3 clusters Score -9750756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 79947 members 
Entering Unmasked Estep 
Score: -9750759.000000 Penalty: 3669.755615
	Iteration 22Q: 3 clusters Score -9750759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 79950 members 
Entering Unmasked Estep 
Score: -9750768.000000 Penalty: 3669.755615
	Iteration 23Q: 3 clusters Score -9750768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 79950 members 
Entering Unmasked Estep 
Score: -9750768.000000 Penalty: 3669.755615
	Iteration 24F: 3 clusters Score -9750768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (97205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97205 members 
Entering Unmasked Estep 
Score: -12220744.000000 Penalty: 1866.243774
	Iteration 0F: 2 clusters Score -1.222074e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 48516 members 
Entering Unmasked Estep 
Score: -12156271.000000 Penalty: 3732.487549
	Iteration 0F: 3 clusters Score -1.215627e+07 nChanged 46340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 47372 members 
Entering Unmasked Estep 
Score: -12183407.000000 Penalty: 3732.487549
	Iteration 1F: 3 clusters Score -1.218341e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 46553 members 
Entering Unmasked Estep 
Score: -12184315.000000 Penalty: 3732.487549
	Iteration 2Q: 3 clusters Score -1.218432e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52003 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -12185437.000000 Penalty: 3732.487549
	Iteration 3Q: 3 clusters Score -1.218544e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54101 members 
Mstep: Class 2 contains 43104 members 
Entering Unmasked Estep 
Score: -12186965.000000 Penalty: 3732.487549
	Iteration 4Q: 3 clusters Score -1.218696e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57046 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -12189231.000000 Penalty: 3732.487549
	Iteration 5Q: 3 clusters Score -1.218923e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61062 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -12192580.000000 Penalty: 3732.487549
	Iteration 6F: 3 clusters Score -1.219258e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65957 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -12197196.000000 Penalty: 3732.487549
	Iteration 7F: 3 clusters Score -1.21972e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71044 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -12202503.000000 Penalty: 3732.487549
	Iteration 8F: 3 clusters Score -1.22025e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75423 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -12207272.000000 Penalty: 3732.487549
	Iteration 9F: 3 clusters Score -1.220727e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78542 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -12210290.000000 Penalty: 3732.487549
	Iteration 10Q: 3 clusters Score -1.221029e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80842 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -12212066.000000 Penalty: 3732.487549
	Iteration 11Q: 3 clusters Score -1.221207e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82724 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -12213313.000000 Penalty: 3732.487549
	Iteration 12Q: 3 clusters Score -1.221331e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84358 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -12214317.000000 Penalty: 3732.487549
	Iteration 13Q: 3 clusters Score -1.221432e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85850 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -12215108.000000 Penalty: 3732.487549
	Iteration 14Q: 3 clusters Score -1.221511e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87254 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -12215801.000000 Penalty: 3732.487549
	Iteration 15Q: 3 clusters Score -1.22158e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88506 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -12216406.000000 Penalty: 3732.487549
	Iteration 16Q: 3 clusters Score -1.221641e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89651 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -12216983.000000 Penalty: 3732.487549
	Iteration 17Q: 3 clusters Score -1.221698e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90639 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -12217485.000000 Penalty: 3732.487549
	Iteration 18Q: 3 clusters Score -1.221748e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91500 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -12217914.000000 Penalty: 3732.487549
	Iteration 19Q: 3 clusters Score -1.221791e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92234 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -12218255.000000 Penalty: 3732.487549
	Iteration 20F: 3 clusters Score -1.221826e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92883 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -12218537.000000 Penalty: 3732.487549
	Iteration 21Q: 3 clusters Score -1.221854e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93429 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -12218869.000000 Penalty: 3732.487549
	Iteration 22Q: 3 clusters Score -1.221887e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93910 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -12219094.000000 Penalty: 3732.487549
	Iteration 23Q: 3 clusters Score -1.221909e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94291 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -12219258.000000 Penalty: 3732.487549
	Iteration 24Q: 3 clusters Score -1.221926e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94612 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -12219360.000000 Penalty: 3732.487549
	Iteration 25Q: 3 clusters Score -1.221936e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94857 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -12219445.000000 Penalty: 3732.487549
	Iteration 26Q: 3 clusters Score -1.221944e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95047 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -12219542.000000 Penalty: 3732.487549
	Iteration 27Q: 3 clusters Score -1.221954e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95192 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -12219528.000000 Penalty: 3732.487549
	Iteration 28Q: 3 clusters Score -1.221953e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95317 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -12219564.000000 Penalty: 3732.487549
	Iteration 29Q: 3 clusters Score -1.221956e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95417 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -12219579.000000 Penalty: 3732.487549
	Iteration 30Q: 3 clusters Score -1.221958e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95496 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -12219603.000000 Penalty: 3732.487549
	Iteration 31Q: 3 clusters Score -1.22196e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95563 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -12219583.000000 Penalty: 3732.487549
	Iteration 32Q: 3 clusters Score -1.221958e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95615 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -12219586.000000 Penalty: 3732.487549
	Iteration 33Q: 3 clusters Score -1.221959e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95652 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -12219603.000000 Penalty: 3732.487549
	Iteration 34Q: 3 clusters Score -1.22196e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95687 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -12219602.000000 Penalty: 3732.487549
	Iteration 35Q: 3 clusters Score -1.22196e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95713 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -12219599.000000 Penalty: 3732.487549
	Iteration 36Q: 3 clusters Score -1.22196e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95740 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -12219610.000000 Penalty: 3732.487549
	Iteration 37Q: 3 clusters Score -1.221961e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95758 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -12219608.000000 Penalty: 3732.487549
	Iteration 38Q: 3 clusters Score -1.221961e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95771 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -12219623.000000 Penalty: 3732.487549
	Iteration 39Q: 3 clusters Score -1.221962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95773 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -12219624.000000 Penalty: 3732.487549
	Iteration 40F: 3 clusters Score -1.221962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95775 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -12219625.000000 Penalty: 3732.487549
	Iteration 41Q: 3 clusters Score -1.221962e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95783 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -12219614.000000 Penalty: 3732.487549
	Iteration 42Q: 3 clusters Score -1.221961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95792 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -12219626.000000 Penalty: 3732.487549
	Iteration 43Q: 3 clusters Score -1.221963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95798 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -12219623.000000 Penalty: 3732.487549
	Iteration 44Q: 3 clusters Score -1.221962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95802 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -12219634.000000 Penalty: 3732.487549
	Iteration 45Q: 3 clusters Score -1.221963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95807 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -12219621.000000 Penalty: 3732.487549
	Iteration 46Q: 3 clusters Score -1.221962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95811 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -12219627.000000 Penalty: 3732.487549
	Iteration 47Q: 3 clusters Score -1.221963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95816 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -12219625.000000 Penalty: 3732.487549
	Iteration 48Q: 3 clusters Score -1.221962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95819 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -12219631.000000 Penalty: 3732.487549
	Iteration 49Q: 3 clusters Score -1.221963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95824 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -12219636.000000 Penalty: 3732.487549
	Iteration 50Q: 3 clusters Score -1.221964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95832 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -12219630.000000 Penalty: 3732.487549
	Iteration 51Q: 3 clusters Score -1.221963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95838 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -12219636.000000 Penalty: 3732.487549
	Iteration 52Q: 3 clusters Score -1.221964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95849 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -12219637.000000 Penalty: 3732.487549
	Iteration 53Q: 3 clusters Score -1.221964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95851 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -12219637.000000 Penalty: 3732.487549
	Iteration 54Q: 3 clusters Score -1.221964e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95858 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -12219633.000000 Penalty: 3732.487549
	Iteration 55Q: 3 clusters Score -1.221963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95863 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -12219630.000000 Penalty: 3732.487549
	Iteration 56Q: 3 clusters Score -1.221963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95868 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -12219621.000000 Penalty: 3732.487549
	Iteration 57Q: 3 clusters Score -1.221962e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95874 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -12219630.000000 Penalty: 3732.487549
	Iteration 58Q: 3 clusters Score -1.221963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95879 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -12219636.000000 Penalty: 3732.487549
	Iteration 59Q: 3 clusters Score -1.221964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95882 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -12219638.000000 Penalty: 3732.487549
	Iteration 60F: 3 clusters Score -1.221964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95881 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -12219639.000000 Penalty: 3732.487549
	Iteration 61Q: 3 clusters Score -1.221964e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95881 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -12219639.000000 Penalty: 3732.487549
	Iteration 62F: 3 clusters Score -1.221964e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (48360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Entering Unmasked Estep 
Score: -6009039.500000 Penalty: 1752.794678
	Iteration 0F: 2 clusters Score -6009040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -5976677.500000 Penalty: 3505.589355
	Iteration 0F: 3 clusters Score -5976678 nChanged 22716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -5989488.000000 Penalty: 3505.589355
	Iteration 1F: 3 clusters Score -5989488 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -5990191.500000 Penalty: 3505.589355
	Iteration 2Q: 3 clusters Score -5990192 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -5991103.500000 Penalty: 3505.589355
	Iteration 3Q: 3 clusters Score -5991104 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -5992348.500000 Penalty: 3505.589355
	Iteration 4Q: 3 clusters Score -5992348 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -5993995.000000 Penalty: 3505.589355
	Iteration 5F: 3 clusters Score -5993995 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -5995970.000000 Penalty: 3505.589355
	Iteration 6F: 3 clusters Score -5995970 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -5998154.000000 Penalty: 3505.589355
	Iteration 7F: 3 clusters Score -5998154 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -6000366.000000 Penalty: 3505.589355
	Iteration 8F: 3 clusters Score -6000366 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -6002144.000000 Penalty: 3505.589355
	Iteration 9F: 3 clusters Score -6002144 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37081 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -6003454.500000 Penalty: 3505.589355
	Iteration 10Q: 3 clusters Score -6003454 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -6004384.500000 Penalty: 3505.589355
	Iteration 11Q: 3 clusters Score -6004384 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -6005079.000000 Penalty: 3505.589355
	Iteration 12Q: 3 clusters Score -6005079 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -6005641.000000 Penalty: 3505.589355
	Iteration 13Q: 3 clusters Score -6005641 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -6006076.500000 Penalty: 3505.589355
	Iteration 14Q: 3 clusters Score -6006076 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -6006404.500000 Penalty: 3505.589355
	Iteration 15Q: 3 clusters Score -6006404 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -6006698.000000 Penalty: 3505.589355
	Iteration 16Q: 3 clusters Score -6006698 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -6006861.000000 Penalty: 3505.589355
	Iteration 17Q: 3 clusters Score -6006861 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -6006987.000000 Penalty: 3505.589355
	Iteration 18Q: 3 clusters Score -6006987 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -6007084.500000 Penalty: 3505.589355
	Iteration 19Q: 3 clusters Score -6007084 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -6007151.000000 Penalty: 3505.589355
	Iteration 20F: 3 clusters Score -6007151 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -6007222.500000 Penalty: 3505.589355
	Iteration 21Q: 3 clusters Score -6007222 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -6007298.500000 Penalty: 3505.589355
	Iteration 22Q: 3 clusters Score -6007298 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -6007357.000000 Penalty: 3505.589355
	Iteration 23Q: 3 clusters Score -6007357 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -6007409.000000 Penalty: 3505.589355
	Iteration 24Q: 3 clusters Score -6007409 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -6007465.500000 Penalty: 3505.589355
	Iteration 25Q: 3 clusters Score -6007466 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -6007494.500000 Penalty: 3505.589355
	Iteration 26Q: 3 clusters Score -6007494 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -6007543.500000 Penalty: 3505.589355
	Iteration 27Q: 3 clusters Score -6007544 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -6007554.000000 Penalty: 3505.589355
	Iteration 28Q: 3 clusters Score -6007554 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -6007598.000000 Penalty: 3505.589355
	Iteration 29Q: 3 clusters Score -6007598 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -6007618.000000 Penalty: 3505.589355
	Iteration 30Q: 3 clusters Score -6007618 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -6007630.500000 Penalty: 3505.589355
	Iteration 31Q: 3 clusters Score -6007630 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -6007637.500000 Penalty: 3505.589355
	Iteration 32Q: 3 clusters Score -6007638 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -6007648.500000 Penalty: 3505.589355
	Iteration 33Q: 3 clusters Score -6007648 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -6007652.000000 Penalty: 3505.589355
	Iteration 34Q: 3 clusters Score -6007652 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -6007655.000000 Penalty: 3505.589355
	Iteration 35Q: 3 clusters Score -6007655 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45813 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -6007675.500000 Penalty: 3505.589355
	Iteration 36Q: 3 clusters Score -6007676 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -6007682.000000 Penalty: 3505.589355
	Iteration 37Q: 3 clusters Score -6007682 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -6007687.000000 Penalty: 3505.589355
	Iteration 38Q: 3 clusters Score -6007687 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45944 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -6007705.500000 Penalty: 3505.589355
	Iteration 39Q: 3 clusters Score -6007706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -6007699.000000 Penalty: 3505.589355
	Iteration 40F: 3 clusters Score -6007699 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -6007711.000000 Penalty: 3505.589355
	Iteration 41Q: 3 clusters Score -6007711 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46058 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -6007724.500000 Penalty: 3505.589355
	Iteration 42Q: 3 clusters Score -6007724 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -6007720.000000 Penalty: 3505.589355
	Iteration 43Q: 3 clusters Score -6007720 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46133 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -6007728.000000 Penalty: 3505.589355
	Iteration 44Q: 3 clusters Score -6007728 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -6007728.500000 Penalty: 3505.589355
	Iteration 45Q: 3 clusters Score -6007728 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -6007734.000000 Penalty: 3505.589355
	Iteration 46Q: 3 clusters Score -6007734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46237 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -6007738.500000 Penalty: 3505.589355
	Iteration 47Q: 3 clusters Score -6007738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -6007752.000000 Penalty: 3505.589355
	Iteration 48Q: 3 clusters Score -6007752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -6007767.000000 Penalty: 3505.589355
	Iteration 49Q: 3 clusters Score -6007767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -6007766.000000 Penalty: 3505.589355
	Iteration 50Q: 3 clusters Score -6007766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -6007770.000000 Penalty: 3505.589355
	Iteration 51Q: 3 clusters Score -6007770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -6007775.000000 Penalty: 3505.589355
	Iteration 52Q: 3 clusters Score -6007775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -6007770.000000 Penalty: 3505.589355
	Iteration 53Q: 3 clusters Score -6007770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -6007776.000000 Penalty: 3505.589355
	Iteration 54Q: 3 clusters Score -6007776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -6007774.000000 Penalty: 3505.589355
	Iteration 55Q: 3 clusters Score -6007774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -6007774.500000 Penalty: 3505.589355
	Iteration 56Q: 3 clusters Score -6007774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -6007771.500000 Penalty: 3505.589355
	Iteration 57Q: 3 clusters Score -6007772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -6007774.000000 Penalty: 3505.589355
	Iteration 58Q: 3 clusters Score -6007774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -6007773.500000 Penalty: 3505.589355
	Iteration 59Q: 3 clusters Score -6007774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -6007766.000000 Penalty: 3505.589355
	Iteration 60F: 3 clusters Score -6007766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -6007768.000000 Penalty: 3505.589355
	Iteration 61Q: 3 clusters Score -6007768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -6007768.000000 Penalty: 3505.589355
	Iteration 62Q: 3 clusters Score -6007768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -6007768.000000 Penalty: 3505.589355
	Iteration 63F: 3 clusters Score -6007768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Entering Unmasked Estep 
Score: -619932.000000 Penalty: 1383.065918
	Iteration 0F: 2 clusters Score -619932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -615952.750000 Penalty: 2766.131836
	Iteration 0F: 3 clusters Score -615952.8 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -617046.625000 Penalty: 2766.131836
	Iteration 1F: 3 clusters Score -617046.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -617217.250000 Penalty: 2766.131836
	Iteration 2F: 3 clusters Score -617217.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -617354.500000 Penalty: 2766.131836
	Iteration 3F: 3 clusters Score -617354.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -617470.625000 Penalty: 2766.131836
	Iteration 4Q: 3 clusters Score -617470.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -617589.875000 Penalty: 2766.131836
	Iteration 5Q: 3 clusters Score -617589.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -617700.375000 Penalty: 2766.131836
	Iteration 6Q: 3 clusters Score -617700.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -617799.125000 Penalty: 2766.131836
	Iteration 7Q: 3 clusters Score -617799.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -617867.062500 Penalty: 2766.131836
	Iteration 8Q: 3 clusters Score -617867.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -617912.187500 Penalty: 2766.131836
	Iteration 9Q: 3 clusters Score -617912.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -617950.562500 Penalty: 2766.131836
	Iteration 10Q: 3 clusters Score -617950.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -618004.937500 Penalty: 2766.131836
	Iteration 11Q: 3 clusters Score -618004.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -618058.875000 Penalty: 2766.131836
	Iteration 12Q: 3 clusters Score -618058.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -618112.562500 Penalty: 2766.131836
	Iteration 13Q: 3 clusters Score -618112.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -618159.750000 Penalty: 2766.131836
	Iteration 14Q: 3 clusters Score -618159.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -618224.125000 Penalty: 2766.131836
	Iteration 15Q: 3 clusters Score -618224.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -618292.000000 Penalty: 2766.131836
	Iteration 16Q: 3 clusters Score -618292 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -618380.687500 Penalty: 2766.131836
	Iteration 17Q: 3 clusters Score -618380.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -618450.250000 Penalty: 2766.131836
	Iteration 18Q: 3 clusters Score -618450.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -618502.000000 Penalty: 2766.131836
	Iteration 19Q: 3 clusters Score -618502 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -618549.500000 Penalty: 2766.131836
	Iteration 20F: 3 clusters Score -618549.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -618588.312500 Penalty: 2766.131836
	Iteration 21Q: 3 clusters Score -618588.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -618621.375000 Penalty: 2766.131836
	Iteration 22Q: 3 clusters Score -618621.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -618646.687500 Penalty: 2766.131836
	Iteration 23Q: 3 clusters Score -618646.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -618668.937500 Penalty: 2766.131836
	Iteration 24Q: 3 clusters Score -618668.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -618693.437500 Penalty: 2766.131836
	Iteration 25Q: 3 clusters Score -618693.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -618713.500000 Penalty: 2766.131836
	Iteration 26Q: 3 clusters Score -618713.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -618729.375000 Penalty: 2766.131836
	Iteration 27Q: 3 clusters Score -618729.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -618739.000000 Penalty: 2766.131836
	Iteration 28Q: 3 clusters Score -618739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -618748.000000 Penalty: 2766.131836
	Iteration 29Q: 3 clusters Score -618748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -618757.562500 Penalty: 2766.131836
	Iteration 30Q: 3 clusters Score -618757.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -618761.812500 Penalty: 2766.131836
	Iteration 31Q: 3 clusters Score -618761.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -618764.625000 Penalty: 2766.131836
	Iteration 32Q: 3 clusters Score -618764.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -618765.375000 Penalty: 2766.131836
	Iteration 33Q: 3 clusters Score -618765.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -618768.125000 Penalty: 2766.131836
	Iteration 34Q: 3 clusters Score -618768.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -618770.062500 Penalty: 2766.131836
	Iteration 35Q: 3 clusters Score -618770.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -618770.062500 Penalty: 2766.131836
	Iteration 36F: 3 clusters Score -618770.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (103772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103772 members 
Entering Unmasked Estep 
Score: -13079294.000000 Penalty: 1876.867188
	Iteration 0F: 2 clusters Score -1.307929e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51763 members 
Mstep: Class 2 contains 52009 members 
Entering Unmasked Estep 
Score: -13012749.000000 Penalty: 3753.734375
	Iteration 0F: 3 clusters Score -1.301275e+07 nChanged 49717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48116 members 
Mstep: Class 2 contains 55656 members 
Entering Unmasked Estep 
Score: -13041863.000000 Penalty: 3753.734375
	Iteration 1F: 3 clusters Score -1.304186e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 57829 members 
Entering Unmasked Estep 
Score: -13043145.000000 Penalty: 3753.734375
	Iteration 2Q: 3 clusters Score -1.304314e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 61002 members 
Entering Unmasked Estep 
Score: -13045396.000000 Penalty: 3753.734375
	Iteration 3Q: 3 clusters Score -1.30454e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 65351 members 
Entering Unmasked Estep 
Score: -13048667.000000 Penalty: 3753.734375
	Iteration 4F: 3 clusters Score -1.304867e+07 nChanged 7559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 70398 members 
Entering Unmasked Estep 
Score: -13053541.000000 Penalty: 3753.734375
	Iteration 5F: 3 clusters Score -1.305354e+07 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 75190 members 
Entering Unmasked Estep 
Score: -13059253.000000 Penalty: 3753.734375
	Iteration 6F: 3 clusters Score -1.305925e+07 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 78488 members 
Entering Unmasked Estep 
Score: -13064633.000000 Penalty: 3753.734375
	Iteration 7F: 3 clusters Score -1.306463e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 79763 members 
Entering Unmasked Estep 
Score: -13067694.000000 Penalty: 3753.734375
	Iteration 8F: 3 clusters Score -1.306769e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 80027 members 
Entering Unmasked Estep 
Score: -13068732.000000 Penalty: 3753.734375
	Iteration 9Q: 3 clusters Score -1.306873e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 80033 members 
Entering Unmasked Estep 
Score: -13069098.000000 Penalty: 3753.734375
	Iteration 10Q: 3 clusters Score -1.30691e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 79892 members 
Entering Unmasked Estep 
Score: -13069430.000000 Penalty: 3753.734375
	Iteration 11Q: 3 clusters Score -1.306943e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 79661 members 
Entering Unmasked Estep 
Score: -13069533.000000 Penalty: 3753.734375
	Iteration 12Q: 3 clusters Score -1.306953e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 79299 members 
Entering Unmasked Estep 
Score: -13069576.000000 Penalty: 3753.734375
	Iteration 13Q: 3 clusters Score -1.306958e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 78880 members 
Entering Unmasked Estep 
Score: -13069625.000000 Penalty: 3753.734375
	Iteration 14Q: 3 clusters Score -1.306962e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 78404 members 
Entering Unmasked Estep 
Score: -13069636.000000 Penalty: 3753.734375
	Iteration 15Q: 3 clusters Score -1.306964e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 77798 members 
Entering Unmasked Estep 
Score: -13069682.000000 Penalty: 3753.734375
	Iteration 16Q: 3 clusters Score -1.306968e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 77115 members 
Entering Unmasked Estep 
Score: -13069742.000000 Penalty: 3753.734375
	Iteration 17Q: 3 clusters Score -1.306974e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 76358 members 
Entering Unmasked Estep 
Score: -13069730.000000 Penalty: 3753.734375
	Iteration 18Q: 3 clusters Score -1.306973e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 75531 members 
Entering Unmasked Estep 
Score: -13069681.000000 Penalty: 3753.734375
	Iteration 19Q: 3 clusters Score -1.306968e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 74634 members 
Entering Unmasked Estep 
Score: -13069701.000000 Penalty: 3753.734375
	Iteration 20F: 3 clusters Score -1.30697e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 73675 members 
Entering Unmasked Estep 
Score: -13069651.000000 Penalty: 3753.734375
	Iteration 21Q: 3 clusters Score -1.306965e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 72660 members 
Entering Unmasked Estep 
Score: -13069591.000000 Penalty: 3753.734375
	Iteration 22Q: 3 clusters Score -1.306959e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 71564 members 
Entering Unmasked Estep 
Score: -13069588.000000 Penalty: 3753.734375
	Iteration 23Q: 3 clusters Score -1.306959e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 70381 members 
Entering Unmasked Estep 
Score: -13069543.000000 Penalty: 3753.734375
	Iteration 24Q: 3 clusters Score -1.306954e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 69181 members 
Entering Unmasked Estep 
Score: -13069522.000000 Penalty: 3753.734375
	Iteration 25Q: 3 clusters Score -1.306952e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 67938 members 
Entering Unmasked Estep 
Score: -13069646.000000 Penalty: 3753.734375
	Iteration 26Q: 3 clusters Score -1.306965e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 66659 members 
Entering Unmasked Estep 
Score: -13069723.000000 Penalty: 3753.734375
	Iteration 27Q: 3 clusters Score -1.306972e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 65438 members 
Entering Unmasked Estep 
Score: -13069740.000000 Penalty: 3753.734375
	Iteration 28Q: 3 clusters Score -1.306974e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 64301 members 
Entering Unmasked Estep 
Score: -13069855.000000 Penalty: 3753.734375
	Iteration 29Q: 3 clusters Score -1.306986e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 63213 members 
Entering Unmasked Estep 
Score: -13069983.000000 Penalty: 3753.734375
	Iteration 30Q: 3 clusters Score -1.306998e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 62156 members 
Entering Unmasked Estep 
Score: -13070113.000000 Penalty: 3753.734375
	Iteration 31Q: 3 clusters Score -1.307011e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 61200 members 
Entering Unmasked Estep 
Score: -13070236.000000 Penalty: 3753.734375
	Iteration 32Q: 3 clusters Score -1.307024e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 60232 members 
Entering Unmasked Estep 
Score: -13070313.000000 Penalty: 3753.734375
	Iteration 33Q: 3 clusters Score -1.307031e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 59290 members 
Entering Unmasked Estep 
Score: -13070384.000000 Penalty: 3753.734375
	Iteration 34Q: 3 clusters Score -1.307038e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45318 members 
Mstep: Class 2 contains 58454 members 
Entering Unmasked Estep 
Score: -13070467.000000 Penalty: 3753.734375
	Iteration 35Q: 3 clusters Score -1.307047e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 57590 members 
Entering Unmasked Estep 
Score: -13070552.000000 Penalty: 3753.734375
	Iteration 36Q: 3 clusters Score -1.307055e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47096 members 
Mstep: Class 2 contains 56676 members 
Entering Unmasked Estep 
Score: -13070614.000000 Penalty: 3753.734375
	Iteration 37Q: 3 clusters Score -1.307061e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48087 members 
Mstep: Class 2 contains 55685 members 
Entering Unmasked Estep 
Score: -13070705.000000 Penalty: 3753.734375
	Iteration 38Q: 3 clusters Score -1.30707e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49095 members 
Mstep: Class 2 contains 54677 members 
Entering Unmasked Estep 
Score: -13070734.000000 Penalty: 3753.734375
	Iteration 39Q: 3 clusters Score -1.307073e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50099 members 
Mstep: Class 2 contains 53673 members 
Entering Unmasked Estep 
Score: -13070804.000000 Penalty: 3753.734375
	Iteration 40F: 3 clusters Score -1.30708e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51228 members 
Mstep: Class 2 contains 52544 members 
Entering Unmasked Estep 
Score: -13070878.000000 Penalty: 3753.734375
	Iteration 41Q: 3 clusters Score -1.307088e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52349 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -13070938.000000 Penalty: 3753.734375
	Iteration 42Q: 3 clusters Score -1.307094e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53287 members 
Mstep: Class 2 contains 50485 members 
Entering Unmasked Estep 
Score: -13070970.000000 Penalty: 3753.734375
	Iteration 43Q: 3 clusters Score -1.307097e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54113 members 
Mstep: Class 2 contains 49659 members 
Entering Unmasked Estep 
Score: -13070994.000000 Penalty: 3753.734375
	Iteration 44Q: 3 clusters Score -1.307099e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54796 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -13071068.000000 Penalty: 3753.734375
	Iteration 45Q: 3 clusters Score -1.307107e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55440 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -13071050.000000 Penalty: 3753.734375
	Iteration 46Q: 3 clusters Score -1.307105e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56021 members 
Mstep: Class 2 contains 47751 members 
Entering Unmasked Estep 
Score: -13071040.000000 Penalty: 3753.734375
	Iteration 47Q: 3 clusters Score -1.307104e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56564 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -13071046.000000 Penalty: 3753.734375
	Iteration 48Q: 3 clusters Score -1.307105e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57055 members 
Mstep: Class 2 contains 46717 members 
Entering Unmasked Estep 
Score: -13071044.000000 Penalty: 3753.734375
	Iteration 49Q: 3 clusters Score -1.307104e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57550 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -13071078.000000 Penalty: 3753.734375
	Iteration 50Q: 3 clusters Score -1.307108e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58101 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -13071036.000000 Penalty: 3753.734375
	Iteration 51Q: 3 clusters Score -1.307104e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58621 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -13071027.000000 Penalty: 3753.734375
	Iteration 52Q: 3 clusters Score -1.307103e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59174 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -13071046.000000 Penalty: 3753.734375
	Iteration 53Q: 3 clusters Score -1.307105e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59778 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -13071130.000000 Penalty: 3753.734375
	Iteration 54Q: 3 clusters Score -1.307113e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60445 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -13071173.000000 Penalty: 3753.734375
	Iteration 55Q: 3 clusters Score -1.307117e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61141 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -13071316.000000 Penalty: 3753.734375
	Iteration 56Q: 3 clusters Score -1.307132e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61927 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -13071309.000000 Penalty: 3753.734375
	Iteration 57Q: 3 clusters Score -1.307131e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62824 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -13071362.000000 Penalty: 3753.734375
	Iteration 58Q: 3 clusters Score -1.307136e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63758 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -13071468.000000 Penalty: 3753.734375
	Iteration 59Q: 3 clusters Score -1.307147e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64710 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -13071483.000000 Penalty: 3753.734375
	Iteration 60F: 3 clusters Score -1.307148e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65705 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -13071541.000000 Penalty: 3753.734375
	Iteration 61Q: 3 clusters Score -1.307154e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66761 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -13071627.000000 Penalty: 3753.734375
	Iteration 62Q: 3 clusters Score -1.307163e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67800 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -13071714.000000 Penalty: 3753.734375
	Iteration 63Q: 3 clusters Score -1.307171e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68807 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -13071806.000000 Penalty: 3753.734375
	Iteration 64Q: 3 clusters Score -1.307181e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69878 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -13071926.000000 Penalty: 3753.734375
	Iteration 65Q: 3 clusters Score -1.307193e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70978 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -13071969.000000 Penalty: 3753.734375
	Iteration 66Q: 3 clusters Score -1.307197e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72101 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -13072022.000000 Penalty: 3753.734375
	Iteration 67Q: 3 clusters Score -1.307202e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73283 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -13072163.000000 Penalty: 3753.734375
	Iteration 68Q: 3 clusters Score -1.307216e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74516 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -13072264.000000 Penalty: 3753.734375
	Iteration 69Q: 3 clusters Score -1.307226e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75810 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -13072382.000000 Penalty: 3753.734375
	Iteration 70Q: 3 clusters Score -1.307238e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77196 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -13072613.000000 Penalty: 3753.734375
	Iteration 71Q: 3 clusters Score -1.307261e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78694 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -13072819.000000 Penalty: 3753.734375
	Iteration 72Q: 3 clusters Score -1.307282e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80343 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -13072957.000000 Penalty: 3753.734375
	Iteration 73Q: 3 clusters Score -1.307296e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82043 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -13073281.000000 Penalty: 3753.734375
	Iteration 74Q: 3 clusters Score -1.307328e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83740 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -13073572.000000 Penalty: 3753.734375
	Iteration 75Q: 3 clusters Score -1.307357e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85424 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -13073832.000000 Penalty: 3753.734375
	Iteration 76Q: 3 clusters Score -1.307383e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87041 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -13074061.000000 Penalty: 3753.734375
	Iteration 77Q: 3 clusters Score -1.307406e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88622 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -13074339.000000 Penalty: 3753.734375
	Iteration 78Q: 3 clusters Score -1.307434e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90132 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -13074893.000000 Penalty: 3753.734375
	Iteration 79Q: 3 clusters Score -1.307489e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91615 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -13075791.000000 Penalty: 3753.734375
	Iteration 80F: 3 clusters Score -1.307579e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92945 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -13076384.000000 Penalty: 3753.734375
	Iteration 81Q: 3 clusters Score -1.307638e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94138 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -13077003.000000 Penalty: 3753.734375
	Iteration 82Q: 3 clusters Score -1.3077e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95296 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -13077397.000000 Penalty: 3753.734375
	Iteration 83Q: 3 clusters Score -1.30774e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96359 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -13077826.000000 Penalty: 3753.734375
	Iteration 84Q: 3 clusters Score -1.307783e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97313 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -13078182.000000 Penalty: 3753.734375
	Iteration 85Q: 3 clusters Score -1.307818e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98092 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -13078401.000000 Penalty: 3753.734375
	Iteration 86Q: 3 clusters Score -1.30784e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98771 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -13078552.000000 Penalty: 3753.734375
	Iteration 87Q: 3 clusters Score -1.307855e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99370 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -13078695.000000 Penalty: 3753.734375
	Iteration 88Q: 3 clusters Score -1.30787e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99905 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -13078743.000000 Penalty: 3753.734375
	Iteration 89Q: 3 clusters Score -1.307874e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100338 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -13078754.000000 Penalty: 3753.734375
	Iteration 90Q: 3 clusters Score -1.307875e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100745 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -13078801.000000 Penalty: 3753.734375
	Iteration 91Q: 3 clusters Score -1.30788e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101091 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -13078765.000000 Penalty: 3753.734375
	Iteration 92Q: 3 clusters Score -1.307876e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101381 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -13078712.000000 Penalty: 3753.734375
	Iteration 93Q: 3 clusters Score -1.307871e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101607 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -13078685.000000 Penalty: 3753.734375
	Iteration 94Q: 3 clusters Score -1.307868e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101776 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -13078628.000000 Penalty: 3753.734375
	Iteration 95Q: 3 clusters Score -1.307863e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101935 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -13078652.000000 Penalty: 3753.734375
	Iteration 96Q: 3 clusters Score -1.307865e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102071 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -13078614.000000 Penalty: 3753.734375
	Iteration 97Q: 3 clusters Score -1.307861e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102175 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -13078578.000000 Penalty: 3753.734375
	Iteration 98Q: 3 clusters Score -1.307858e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102260 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -13078540.000000 Penalty: 3753.734375
	Iteration 99Q: 3 clusters Score -1.307854e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102338 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -13078519.000000 Penalty: 3753.734375
	Iteration 100F: 3 clusters Score -1.307852e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102402 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -13078504.000000 Penalty: 3753.734375
	Iteration 101Q: 3 clusters Score -1.30785e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102455 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -13078488.000000 Penalty: 3753.734375
	Iteration 102Q: 3 clusters Score -1.307849e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102511 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -13078474.000000 Penalty: 3753.734375
	Iteration 103Q: 3 clusters Score -1.307847e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102558 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -13078468.000000 Penalty: 3753.734375
	Iteration 104Q: 3 clusters Score -1.307847e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102594 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -13078445.000000 Penalty: 3753.734375
	Iteration 105Q: 3 clusters Score -1.307844e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102632 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -13078445.000000 Penalty: 3753.734375
	Iteration 106Q: 3 clusters Score -1.307844e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102663 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -13078412.000000 Penalty: 3753.734375
	Iteration 107Q: 3 clusters Score -1.307841e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102692 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -13078408.000000 Penalty: 3753.734375
	Iteration 108Q: 3 clusters Score -1.307841e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102714 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -13078432.000000 Penalty: 3753.734375
	Iteration 109Q: 3 clusters Score -1.307843e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102738 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -13078423.000000 Penalty: 3753.734375
	Iteration 110Q: 3 clusters Score -1.307842e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102756 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -13078419.000000 Penalty: 3753.734375
	Iteration 111Q: 3 clusters Score -1.307842e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102772 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -13078405.000000 Penalty: 3753.734375
	Iteration 112Q: 3 clusters Score -1.30784e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102783 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -13078386.000000 Penalty: 3753.734375
	Iteration 113Q: 3 clusters Score -1.307839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102791 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -13078386.000000 Penalty: 3753.734375
	Iteration 114Q: 3 clusters Score -1.307839e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102799 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -13078396.000000 Penalty: 3753.734375
	Iteration 115Q: 3 clusters Score -1.30784e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102810 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -13078395.000000 Penalty: 3753.734375
	Iteration 116Q: 3 clusters Score -1.30784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102815 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -13078400.000000 Penalty: 3753.734375
	Iteration 117Q: 3 clusters Score -1.30784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102820 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -13078402.000000 Penalty: 3753.734375
	Iteration 118Q: 3 clusters Score -1.30784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102827 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -13078401.000000 Penalty: 3753.734375
	Iteration 119Q: 3 clusters Score -1.30784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102831 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -13078404.000000 Penalty: 3753.734375
	Iteration 120F: 3 clusters Score -1.30784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102835 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -13078396.000000 Penalty: 3753.734375
	Iteration 121Q: 3 clusters Score -1.30784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102839 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -13078400.000000 Penalty: 3753.734375
	Iteration 122Q: 3 clusters Score -1.30784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102846 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -13078391.000000 Penalty: 3753.734375
	Iteration 123Q: 3 clusters Score -1.307839e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102852 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -13078385.000000 Penalty: 3753.734375
	Iteration 124Q: 3 clusters Score -1.307838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102860 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -13078376.000000 Penalty: 3753.734375
	Iteration 125Q: 3 clusters Score -1.307838e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102870 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -13078373.000000 Penalty: 3753.734375
	Iteration 126Q: 3 clusters Score -1.307837e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102883 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -13078359.000000 Penalty: 3753.734375
	Iteration 127Q: 3 clusters Score -1.307836e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102895 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -13078352.000000 Penalty: 3753.734375
	Iteration 128Q: 3 clusters Score -1.307835e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102903 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -13078345.000000 Penalty: 3753.734375
	Iteration 129Q: 3 clusters Score -1.307834e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102907 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -13078348.000000 Penalty: 3753.734375
	Iteration 130Q: 3 clusters Score -1.307835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102912 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -13078350.000000 Penalty: 3753.734375
	Iteration 131Q: 3 clusters Score -1.307835e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102916 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -13078337.000000 Penalty: 3753.734375
	Iteration 132Q: 3 clusters Score -1.307834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102920 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -13078341.000000 Penalty: 3753.734375
	Iteration 133Q: 3 clusters Score -1.307834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102923 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -13078338.000000 Penalty: 3753.734375
	Iteration 134Q: 3 clusters Score -1.307834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102928 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -13078337.000000 Penalty: 3753.734375
	Iteration 135Q: 3 clusters Score -1.307834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102934 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -13078328.000000 Penalty: 3753.734375
	Iteration 136Q: 3 clusters Score -1.307833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102937 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -13078336.000000 Penalty: 3753.734375
	Iteration 137Q: 3 clusters Score -1.307834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102939 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -13078336.000000 Penalty: 3753.734375
	Iteration 138Q: 3 clusters Score -1.307834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102940 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -13078333.000000 Penalty: 3753.734375
	Iteration 139Q: 3 clusters Score -1.307833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102942 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -13078333.000000 Penalty: 3753.734375
	Iteration 140F: 3 clusters Score -1.307833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102947 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -13078331.000000 Penalty: 3753.734375
	Iteration 141Q: 3 clusters Score -1.307833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102951 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -13078339.000000 Penalty: 3753.734375
	Iteration 142Q: 3 clusters Score -1.307834e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102951 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -13078339.000000 Penalty: 3753.734375
	Iteration 143F: 3 clusters Score -1.307834e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Entering Unmasked Estep 
Score: -375153.531250 Penalty: 1305.416748
	Iteration 0F: 2 clusters Score -375153.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -372407.781250 Penalty: 2610.833496
	Iteration 0F: 3 clusters Score -372407.8 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -373042.375000 Penalty: 2610.833496
	Iteration 1F: 3 clusters Score -373042.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -373174.218750 Penalty: 2610.833496
	Iteration 2F: 3 clusters Score -373174.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -373285.781250 Penalty: 2610.833496
	Iteration 3F: 3 clusters Score -373285.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -373423.187500 Penalty: 2610.833496
	Iteration 4Q: 3 clusters Score -373423.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -373616.937500 Penalty: 2610.833496
	Iteration 5F: 3 clusters Score -373616.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -373848.343750 Penalty: 2610.833496
	Iteration 6F: 3 clusters Score -373848.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -374023.812500 Penalty: 2610.833496
	Iteration 7F: 3 clusters Score -374023.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -374165.968750 Penalty: 2610.833496
	Iteration 8Q: 3 clusters Score -374166 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -374293.437500 Penalty: 2610.833496
	Iteration 9Q: 3 clusters Score -374293.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -374436.625000 Penalty: 2610.833496
	Iteration 10Q: 3 clusters Score -374436.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -374637.000000 Penalty: 2610.833496
	Iteration 11Q: 3 clusters Score -374637 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -374861.468750 Penalty: 2610.833496
	Iteration 12Q: 3 clusters Score -374861.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -375077.718750 Penalty: 2610.833496
	Iteration 13Q: 3 clusters Score -375077.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -375197.500000 Penalty: 2610.833496
	Iteration 14Q: 3 clusters Score -375197.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -375256.000000 Penalty: 2610.833496
	Iteration 15Q: 3 clusters Score -375256 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -375324.750000 Penalty: 2610.833496
	Iteration 16Q: 3 clusters Score -375324.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -375402.562500 Penalty: 2610.833496
	Iteration 17Q: 3 clusters Score -375402.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -375498.750000 Penalty: 2610.833496
	Iteration 18Q: 3 clusters Score -375498.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -375572.750000 Penalty: 2610.833496
	Iteration 19Q: 3 clusters Score -375572.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -375609.062500 Penalty: 2610.833496
	Iteration 20F: 3 clusters Score -375609.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -375629.812500 Penalty: 2610.833496
	Iteration 21Q: 3 clusters Score -375629.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -375637.437500 Penalty: 2610.833496
	Iteration 22Q: 3 clusters Score -375637.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -375639.468750 Penalty: 2610.833496
	Iteration 23Q: 3 clusters Score -375639.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -375639.125000 Penalty: 2610.833496
	Iteration 24Q: 3 clusters Score -375639.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -375639.375000 Penalty: 2610.833496
	Iteration 25Q: 3 clusters Score -375639.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -375640.250000 Penalty: 2610.833496
	Iteration 26Q: 3 clusters Score -375640.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -375640.250000 Penalty: 2610.833496
	Iteration 27F: 3 clusters Score -375640.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 106050 members 
Mstep: Class 3 contains 6587 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9447 members 
Mstep: Class 6 contains 42995 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 6929 members 
Mstep: Class 9 contains 89831 members 
Mstep: Class 10 contains 80142 members 
Mstep: Class 11 contains 97205 members 
Mstep: Class 12 contains 48360 members 
Mstep: Class 13 contains 4970 members 
Mstep: Class 14 contains 103772 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6024 members 
Mstep: Class 19 contains 3507 members 
Mstep: Class 20 contains 25058 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9760 members 
Mstep: Class 25 contains 96853 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6784 members 
Mstep: Class 28 contains 3573 members 
Mstep: Class 29 contains 3301 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 13559 members 
Mstep: Class 34 contains 10068 members 
Mstep: Class 35 contains 9818 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 106841 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8296 members 
Mstep: Class 41 contains 1623 members 
Mstep: Class 42 contains 1829 members 
Entering Unmasked Estep 
Score: -111780976.000000 Penalty: 93710.203125
Splitting cluster 15 changes total score from -111781240.000000 to -111780976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Entering Unmasked Estep 
Score: -146437.468750 Penalty: 1175.084106
	Iteration 0F: 2 clusters Score -146437.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -144842.921875 Penalty: 2350.168213
	Iteration 0F: 3 clusters Score -144842.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -145523.468750 Penalty: 2350.168213
	Iteration 1F: 3 clusters Score -145523.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -145802.656250 Penalty: 2350.168213
	Iteration 2F: 3 clusters Score -145802.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -145959.750000 Penalty: 2350.168213
	Iteration 3F: 3 clusters Score -145959.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -146018.281250 Penalty: 2350.168213
	Iteration 4Q: 3 clusters Score -146018.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -146039.750000 Penalty: 2350.168213
	Iteration 5Q: 3 clusters Score -146039.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -146054.875000 Penalty: 2350.168213
	Iteration 6Q: 3 clusters Score -146054.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -146061.312500 Penalty: 2350.168213
	Iteration 7Q: 3 clusters Score -146061.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -146066.234375 Penalty: 2350.168213
	Iteration 8Q: 3 clusters Score -146066.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -146071.625000 Penalty: 2350.168213
	Iteration 9Q: 3 clusters Score -146071.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -146077.859375 Penalty: 2350.168213
	Iteration 10Q: 3 clusters Score -146077.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -146080.140625 Penalty: 2350.168213
	Iteration 11Q: 3 clusters Score -146080.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -146080.984375 Penalty: 2350.168213
	Iteration 12Q: 3 clusters Score -146081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -146080.984375 Penalty: 2350.168213
	Iteration 13F: 3 clusters Score -146081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -53084.496094 Penalty: 1008.240662
	Iteration 0F: 2 clusters Score -53084.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -52024.617188 Penalty: 2016.481323
	Iteration 0F: 3 clusters Score -52024.62 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -52221.574219 Penalty: 2016.481323
	Iteration 1F: 3 clusters Score -52221.57 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -52302.378906 Penalty: 2016.481323
	Iteration 2F: 3 clusters Score -52302.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -52334.570312 Penalty: 2016.481323
	Iteration 3Q: 3 clusters Score -52334.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -52364.191406 Penalty: 2016.481323
	Iteration 4Q: 3 clusters Score -52364.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -52375.144531 Penalty: 2016.481323
	Iteration 5Q: 3 clusters Score -52375.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -52384.542969 Penalty: 2016.481323
	Iteration 6Q: 3 clusters Score -52384.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -52394.765625 Penalty: 2016.481323
	Iteration 7Q: 3 clusters Score -52394.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -52399.644531 Penalty: 2016.481323
	Iteration 8Q: 3 clusters Score -52399.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -52406.914062 Penalty: 2016.481323
	Iteration 9Q: 3 clusters Score -52406.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -52411.386719 Penalty: 2016.481323
	Iteration 10Q: 3 clusters Score -52411.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -52415.902344 Penalty: 2016.481323
	Iteration 11Q: 3 clusters Score -52415.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -52423.105469 Penalty: 2016.481323
	Iteration 12Q: 3 clusters Score -52423.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -52428.753906 Penalty: 2016.481323
	Iteration 13Q: 3 clusters Score -52428.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -52431.343750 Penalty: 2016.481323
	Iteration 14Q: 3 clusters Score -52431.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -52439.480469 Penalty: 2016.481323
	Iteration 15Q: 3 clusters Score -52439.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -52445.078125 Penalty: 2016.481323
	Iteration 16Q: 3 clusters Score -52445.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -52449.281250 Penalty: 2016.481323
	Iteration 17Q: 3 clusters Score -52449.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -52457.187500 Penalty: 2016.481323
	Iteration 18Q: 3 clusters Score -52457.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -52458.511719 Penalty: 2016.481323
	Iteration 19Q: 3 clusters Score -52458.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -52459.281250 Penalty: 2016.481323
	Iteration 20F: 3 clusters Score -52459.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Entering Unmasked Estep 
Score: -767861.937500 Penalty: 1414.319824
	Iteration 0F: 2 clusters Score -767861.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -763216.312500 Penalty: 2828.639648
	Iteration 0F: 3 clusters Score -763216.3 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -764562.312500 Penalty: 2828.639648
	Iteration 1F: 3 clusters Score -764562.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -764738.437500 Penalty: 2828.639648
	Iteration 2F: 3 clusters Score -764738.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -764872.625000 Penalty: 2828.639648
	Iteration 3Q: 3 clusters Score -764872.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -764982.437500 Penalty: 2828.639648
	Iteration 4Q: 3 clusters Score -764982.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -765076.062500 Penalty: 2828.639648
	Iteration 5Q: 3 clusters Score -765076.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -765146.812500 Penalty: 2828.639648
	Iteration 6Q: 3 clusters Score -765146.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -765214.937500 Penalty: 2828.639648
	Iteration 7Q: 3 clusters Score -765214.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -765288.937500 Penalty: 2828.639648
	Iteration 8Q: 3 clusters Score -765288.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -765360.062500 Penalty: 2828.639648
	Iteration 9Q: 3 clusters Score -765360.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -765431.125000 Penalty: 2828.639648
	Iteration 10Q: 3 clusters Score -765431.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -765521.562500 Penalty: 2828.639648
	Iteration 11Q: 3 clusters Score -765521.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -765635.750000 Penalty: 2828.639648
	Iteration 12Q: 3 clusters Score -765635.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -765746.750000 Penalty: 2828.639648
	Iteration 13Q: 3 clusters Score -765746.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -765882.625000 Penalty: 2828.639648
	Iteration 14Q: 3 clusters Score -765882.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -765993.250000 Penalty: 2828.639648
	Iteration 15Q: 3 clusters Score -765993.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -766075.000000 Penalty: 2828.639648
	Iteration 16Q: 3 clusters Score -766075 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -766135.125000 Penalty: 2828.639648
	Iteration 17Q: 3 clusters Score -766135.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -766180.500000 Penalty: 2828.639648
	Iteration 18Q: 3 clusters Score -766180.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -766215.062500 Penalty: 2828.639648
	Iteration 19Q: 3 clusters Score -766215.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -766242.625000 Penalty: 2828.639648
	Iteration 20F: 3 clusters Score -766242.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -766270.875000 Penalty: 2828.639648
	Iteration 21Q: 3 clusters Score -766270.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -766298.312500 Penalty: 2828.639648
	Iteration 22Q: 3 clusters Score -766298.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -766333.125000 Penalty: 2828.639648
	Iteration 23Q: 3 clusters Score -766333.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -766351.000000 Penalty: 2828.639648
	Iteration 24Q: 3 clusters Score -766351 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -766368.562500 Penalty: 2828.639648
	Iteration 25Q: 3 clusters Score -766368.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -766383.812500 Penalty: 2828.639648
	Iteration 26Q: 3 clusters Score -766383.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -766393.562500 Penalty: 2828.639648
	Iteration 27Q: 3 clusters Score -766393.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -766398.937500 Penalty: 2828.639648
	Iteration 28Q: 3 clusters Score -766398.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -766402.250000 Penalty: 2828.639648
	Iteration 29Q: 3 clusters Score -766402.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -766403.875000 Penalty: 2828.639648
	Iteration 30Q: 3 clusters Score -766403.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -766404.875000 Penalty: 2828.639648
	Iteration 31Q: 3 clusters Score -766404.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -766409.312500 Penalty: 2828.639648
	Iteration 32Q: 3 clusters Score -766409.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -766417.750000 Penalty: 2828.639648
	Iteration 33Q: 3 clusters Score -766417.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -766425.437500 Penalty: 2828.639648
	Iteration 34Q: 3 clusters Score -766425.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -766436.437500 Penalty: 2828.639648
	Iteration 35Q: 3 clusters Score -766436.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -766441.875000 Penalty: 2828.639648
	Iteration 36Q: 3 clusters Score -766441.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -766445.687500 Penalty: 2828.639648
	Iteration 37Q: 3 clusters Score -766445.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -766452.000000 Penalty: 2828.639648
	Iteration 38Q: 3 clusters Score -766452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -766459.937500 Penalty: 2828.639648
	Iteration 39Q: 3 clusters Score -766459.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -766471.875000 Penalty: 2828.639648
	Iteration 40F: 3 clusters Score -766471.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -766479.687500 Penalty: 2828.639648
	Iteration 41Q: 3 clusters Score -766479.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -766487.250000 Penalty: 2828.639648
	Iteration 42Q: 3 clusters Score -766487.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -766497.562500 Penalty: 2828.639648
	Iteration 43Q: 3 clusters Score -766497.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -766506.062500 Penalty: 2828.639648
	Iteration 44Q: 3 clusters Score -766506.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -766509.562500 Penalty: 2828.639648
	Iteration 45Q: 3 clusters Score -766509.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -766514.250000 Penalty: 2828.639648
	Iteration 46Q: 3 clusters Score -766514.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -766525.187500 Penalty: 2828.639648
	Iteration 47Q: 3 clusters Score -766525.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -766525.937500 Penalty: 2828.639648
	Iteration 48Q: 3 clusters Score -766525.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -766529.875000 Penalty: 2828.639648
	Iteration 49Q: 3 clusters Score -766529.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -766534.750000 Penalty: 2828.639648
	Iteration 50Q: 3 clusters Score -766534.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -766536.500000 Penalty: 2828.639648
	Iteration 51Q: 3 clusters Score -766536.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -766538.250000 Penalty: 2828.639648
	Iteration 52Q: 3 clusters Score -766538.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -766540.375000 Penalty: 2828.639648
	Iteration 53Q: 3 clusters Score -766540.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -766541.937500 Penalty: 2828.639648
	Iteration 54Q: 3 clusters Score -766541.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -766542.250000 Penalty: 2828.639648
	Iteration 55Q: 3 clusters Score -766542.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -766544.312500 Penalty: 2828.639648
	Iteration 56Q: 3 clusters Score -766544.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -766542.875000 Penalty: 2828.639648
	Iteration 57Q: 3 clusters Score -766542.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -766546.312500 Penalty: 2828.639648
	Iteration 58Q: 3 clusters Score -766546.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -766547.562500 Penalty: 2828.639648
	Iteration 59Q: 3 clusters Score -766547.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -766549.375000 Penalty: 2828.639648
	Iteration 60F: 3 clusters Score -766549.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Entering Unmasked Estep 
Score: -398525.281250 Penalty: 1326.408936
	Iteration 0F: 2 clusters Score -398525.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -395496.625000 Penalty: 2652.817871
	Iteration 0F: 3 clusters Score -395496.6 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -396341.343750 Penalty: 2652.817871
	Iteration 1F: 3 clusters Score -396341.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -396572.062500 Penalty: 2652.817871
	Iteration 2F: 3 clusters Score -396572.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -396770.468750 Penalty: 2652.817871
	Iteration 3F: 3 clusters Score -396770.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -396912.125000 Penalty: 2652.817871
	Iteration 4F: 3 clusters Score -396912.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -397055.000000 Penalty: 2652.817871
	Iteration 5Q: 3 clusters Score -397055 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -397214.156250 Penalty: 2652.817871
	Iteration 6Q: 3 clusters Score -397214.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -397362.593750 Penalty: 2652.817871
	Iteration 7Q: 3 clusters Score -397362.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -397466.000000 Penalty: 2652.817871
	Iteration 8Q: 3 clusters Score -397466 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -397550.093750 Penalty: 2652.817871
	Iteration 9Q: 3 clusters Score -397550.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -397608.968750 Penalty: 2652.817871
	Iteration 10Q: 3 clusters Score -397609 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -397656.906250 Penalty: 2652.817871
	Iteration 11Q: 3 clusters Score -397656.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -397684.531250 Penalty: 2652.817871
	Iteration 12Q: 3 clusters Score -397684.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -397711.062500 Penalty: 2652.817871
	Iteration 13Q: 3 clusters Score -397711.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -397745.968750 Penalty: 2652.817871
	Iteration 14Q: 3 clusters Score -397746 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -397791.500000 Penalty: 2652.817871
	Iteration 15Q: 3 clusters Score -397791.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -397813.968750 Penalty: 2652.817871
	Iteration 16Q: 3 clusters Score -397814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -397826.187500 Penalty: 2652.817871
	Iteration 17Q: 3 clusters Score -397826.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -397836.281250 Penalty: 2652.817871
	Iteration 18Q: 3 clusters Score -397836.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -397840.531250 Penalty: 2652.817871
	Iteration 19Q: 3 clusters Score -397840.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -397843.656250 Penalty: 2652.817871
	Iteration 20F: 3 clusters Score -397843.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -397847.843750 Penalty: 2652.817871
	Iteration 21Q: 3 clusters Score -397847.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -397851.468750 Penalty: 2652.817871
	Iteration 22Q: 3 clusters Score -397851.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -397853.718750 Penalty: 2652.817871
	Iteration 23Q: 3 clusters Score -397853.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -397855.937500 Penalty: 2652.817871
	Iteration 24Q: 3 clusters Score -397855.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -397857.937500 Penalty: 2652.817871
	Iteration 25Q: 3 clusters Score -397857.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -397857.937500 Penalty: 2652.817871
	Iteration 26F: 3 clusters Score -397857.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Entering Unmasked Estep 
Score: -3113868.750000 Penalty: 1645.954102
	Iteration 0F: 2 clusters Score -3113869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -3096907.750000 Penalty: 3291.908203
	Iteration 0F: 3 clusters Score -3096908 nChanged 11502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -3103247.500000 Penalty: 3291.908203
	Iteration 1F: 3 clusters Score -3103248 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -3103651.250000 Penalty: 3291.908203
	Iteration 2Q: 3 clusters Score -3103651 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -3104006.500000 Penalty: 3291.908203
	Iteration 3Q: 3 clusters Score -3104006 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -3104372.500000 Penalty: 3291.908203
	Iteration 4Q: 3 clusters Score -3104372 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -3104756.750000 Penalty: 3291.908203
	Iteration 5Q: 3 clusters Score -3104757 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -3105220.750000 Penalty: 3291.908203
	Iteration 6Q: 3 clusters Score -3105221 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -3105793.250000 Penalty: 3291.908203
	Iteration 7Q: 3 clusters Score -3105793 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -3106515.000000 Penalty: 3291.908203
	Iteration 8Q: 3 clusters Score -3106515 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -3107361.250000 Penalty: 3291.908203
	Iteration 9F: 3 clusters Score -3107361 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -3108198.500000 Penalty: 3291.908203
	Iteration 10F: 3 clusters Score -3108198 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -3108832.500000 Penalty: 3291.908203
	Iteration 11Q: 3 clusters Score -3108832 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -3109219.000000 Penalty: 3291.908203
	Iteration 12Q: 3 clusters Score -3109219 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -3109421.250000 Penalty: 3291.908203
	Iteration 13Q: 3 clusters Score -3109421 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -3109548.250000 Penalty: 3291.908203
	Iteration 14Q: 3 clusters Score -3109548 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -3109613.750000 Penalty: 3291.908203
	Iteration 15Q: 3 clusters Score -3109614 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -3109662.250000 Penalty: 3291.908203
	Iteration 16Q: 3 clusters Score -3109662 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -3109694.750000 Penalty: 3291.908203
	Iteration 17Q: 3 clusters Score -3109695 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -3109727.500000 Penalty: 3291.908203
	Iteration 18Q: 3 clusters Score -3109728 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -3109739.250000 Penalty: 3291.908203
	Iteration 19Q: 3 clusters Score -3109739 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -3109755.500000 Penalty: 3291.908203
	Iteration 20F: 3 clusters Score -3109756 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -3109771.000000 Penalty: 3291.908203
	Iteration 21Q: 3 clusters Score -3109771 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -3109782.750000 Penalty: 3291.908203
	Iteration 22Q: 3 clusters Score -3109783 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -3109804.250000 Penalty: 3291.908203
	Iteration 23Q: 3 clusters Score -3109804 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -3109810.750000 Penalty: 3291.908203
	Iteration 24Q: 3 clusters Score -3109811 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -3109821.750000 Penalty: 3291.908203
	Iteration 25Q: 3 clusters Score -3109822 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -3109823.250000 Penalty: 3291.908203
	Iteration 26Q: 3 clusters Score -3109823 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -3109845.500000 Penalty: 3291.908203
	Iteration 27Q: 3 clusters Score -3109846 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -3109849.750000 Penalty: 3291.908203
	Iteration 28Q: 3 clusters Score -3109850 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -3109845.750000 Penalty: 3291.908203
	Iteration 29Q: 3 clusters Score -3109846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -3109847.000000 Penalty: 3291.908203
	Iteration 30Q: 3 clusters Score -3109847 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -3109842.750000 Penalty: 3291.908203
	Iteration 31Q: 3 clusters Score -3109843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -3109847.250000 Penalty: 3291.908203
	Iteration 32Q: 3 clusters Score -3109847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -3109848.250000 Penalty: 3291.908203
	Iteration 33Q: 3 clusters Score -3109848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -3109846.750000 Penalty: 3291.908203
	Iteration 34Q: 3 clusters Score -3109847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -3109849.750000 Penalty: 3291.908203
	Iteration 35Q: 3 clusters Score -3109850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -3109850.500000 Penalty: 3291.908203
	Iteration 36Q: 3 clusters Score -3109850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -3109847.750000 Penalty: 3291.908203
	Iteration 37Q: 3 clusters Score -3109848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -3109847.000000 Penalty: 3291.908203
	Iteration 38Q: 3 clusters Score -3109847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -3109848.500000 Penalty: 3291.908203
	Iteration 39Q: 3 clusters Score -3109848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -3109858.750000 Penalty: 3291.908203
	Iteration 40F: 3 clusters Score -3109859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -3109854.250000 Penalty: 3291.908203
	Iteration 41Q: 3 clusters Score -3109854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -3109859.750000 Penalty: 3291.908203
	Iteration 42Q: 3 clusters Score -3109860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -3109858.750000 Penalty: 3291.908203
	Iteration 43Q: 3 clusters Score -3109859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -3109855.000000 Penalty: 3291.908203
	Iteration 44Q: 3 clusters Score -3109855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -3109855.750000 Penalty: 3291.908203
	Iteration 45Q: 3 clusters Score -3109856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -3109854.000000 Penalty: 3291.908203
	Iteration 46Q: 3 clusters Score -3109854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -3109856.750000 Penalty: 3291.908203
	Iteration 47Q: 3 clusters Score -3109857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -3109860.500000 Penalty: 3291.908203
	Iteration 48Q: 3 clusters Score -3109860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -3109860.500000 Penalty: 3291.908203
	Iteration 49Q: 3 clusters Score -3109860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -3109862.250000 Penalty: 3291.908203
	Iteration 50Q: 3 clusters Score -3109862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -3109862.250000 Penalty: 3291.908203
	Iteration 51Q: 3 clusters Score -3109862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -3109866.250000 Penalty: 3291.908203
	Iteration 52Q: 3 clusters Score -3109866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -3109863.250000 Penalty: 3291.908203
	Iteration 53Q: 3 clusters Score -3109863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -3109862.750000 Penalty: 3291.908203
	Iteration 54Q: 3 clusters Score -3109863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -3109856.500000 Penalty: 3291.908203
	Iteration 55Q: 3 clusters Score -3109856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -3109858.250000 Penalty: 3291.908203
	Iteration 56Q: 3 clusters Score -3109858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -3109860.000000 Penalty: 3291.908203
	Iteration 57Q: 3 clusters Score -3109860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -3109857.000000 Penalty: 3291.908203
	Iteration 58Q: 3 clusters Score -3109857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -3109859.000000 Penalty: 3291.908203
	Iteration 59Q: 3 clusters Score -3109859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -3109857.250000 Penalty: 3291.908203
	Iteration 60F: 3 clusters Score -3109857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -3109862.500000 Penalty: 3291.908203
	Iteration 61Q: 3 clusters Score -3109862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -3109864.250000 Penalty: 3291.908203
	Iteration 62Q: 3 clusters Score -3109864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -3109865.500000 Penalty: 3291.908203
	Iteration 63Q: 3 clusters Score -3109866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -3109863.250000 Penalty: 3291.908203
	Iteration 64Q: 3 clusters Score -3109863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -3109863.250000 Penalty: 3291.908203
	Iteration 65Q: 3 clusters Score -3109863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -3109863.000000 Penalty: 3291.908203
	Iteration 66Q: 3 clusters Score -3109863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -3109863.000000 Penalty: 3291.908203
	Iteration 67Q: 3 clusters Score -3109863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -3109867.000000 Penalty: 3291.908203
	Iteration 68Q: 3 clusters Score -3109867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -3109861.500000 Penalty: 3291.908203
	Iteration 69Q: 3 clusters Score -3109862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -3109858.500000 Penalty: 3291.908203
	Iteration 70Q: 3 clusters Score -3109858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -3109863.750000 Penalty: 3291.908203
	Iteration 71Q: 3 clusters Score -3109864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -3109861.250000 Penalty: 3291.908203
	Iteration 72Q: 3 clusters Score -3109861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -3109863.250000 Penalty: 3291.908203
	Iteration 73Q: 3 clusters Score -3109863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -3109862.250000 Penalty: 3291.908203
	Iteration 74Q: 3 clusters Score -3109862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -3109860.750000 Penalty: 3291.908203
	Iteration 75Q: 3 clusters Score -3109861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -3109859.250000 Penalty: 3291.908203
	Iteration 76Q: 3 clusters Score -3109859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -3109863.000000 Penalty: 3291.908203
	Iteration 77Q: 3 clusters Score -3109863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -3109867.000000 Penalty: 3291.908203
	Iteration 78Q: 3 clusters Score -3109867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -3109865.750000 Penalty: 3291.908203
	Iteration 79Q: 3 clusters Score -3109866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -3109862.500000 Penalty: 3291.908203
	Iteration 80F: 3 clusters Score -3109862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -3109869.500000 Penalty: 3291.908203
	Iteration 81Q: 3 clusters Score -3109870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -3109867.750000 Penalty: 3291.908203
	Iteration 82Q: 3 clusters Score -3109868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -3109870.250000 Penalty: 3291.908203
	Iteration 83Q: 3 clusters Score -3109870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -3109874.750000 Penalty: 3291.908203
	Iteration 84Q: 3 clusters Score -3109875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -3109877.750000 Penalty: 3291.908203
	Iteration 85Q: 3 clusters Score -3109878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -3109877.250000 Penalty: 3291.908203
	Iteration 86Q: 3 clusters Score -3109877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -3109881.250000 Penalty: 3291.908203
	Iteration 87Q: 3 clusters Score -3109881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -3109885.000000 Penalty: 3291.908203
	Iteration 88Q: 3 clusters Score -3109885 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -3109882.250000 Penalty: 3291.908203
	Iteration 89Q: 3 clusters Score -3109882 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -3109872.750000 Penalty: 3291.908203
	Iteration 90Q: 3 clusters Score -3109873 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -3109879.500000 Penalty: 3291.908203
	Iteration 91Q: 3 clusters Score -3109880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -3109886.250000 Penalty: 3291.908203
	Iteration 92Q: 3 clusters Score -3109886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -3109883.500000 Penalty: 3291.908203
	Iteration 93Q: 3 clusters Score -3109884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -3109881.000000 Penalty: 3291.908203
	Iteration 94Q: 3 clusters Score -3109881 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -3109879.250000 Penalty: 3291.908203
	Iteration 95Q: 3 clusters Score -3109879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -3109879.750000 Penalty: 3291.908203
	Iteration 96Q: 3 clusters Score -3109880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -3109883.750000 Penalty: 3291.908203
	Iteration 97Q: 3 clusters Score -3109884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -3109887.250000 Penalty: 3291.908203
	Iteration 98Q: 3 clusters Score -3109887 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -3109893.500000 Penalty: 3291.908203
	Iteration 99Q: 3 clusters Score -3109894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -3109891.750000 Penalty: 3291.908203
	Iteration 100F: 3 clusters Score -3109892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -3109898.500000 Penalty: 3291.908203
	Iteration 101Q: 3 clusters Score -3109898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -3109896.000000 Penalty: 3291.908203
	Iteration 102Q: 3 clusters Score -3109896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -3109897.250000 Penalty: 3291.908203
	Iteration 103Q: 3 clusters Score -3109897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -3109891.250000 Penalty: 3291.908203
	Iteration 104Q: 3 clusters Score -3109891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -3109896.000000 Penalty: 3291.908203
	Iteration 105Q: 3 clusters Score -3109896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -3109892.750000 Penalty: 3291.908203
	Iteration 106Q: 3 clusters Score -3109893 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -3109891.250000 Penalty: 3291.908203
	Iteration 107Q: 3 clusters Score -3109891 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -3109895.500000 Penalty: 3291.908203
	Iteration 108Q: 3 clusters Score -3109896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -3109907.000000 Penalty: 3291.908203
	Iteration 109Q: 3 clusters Score -3109907 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -3109904.750000 Penalty: 3291.908203
	Iteration 110Q: 3 clusters Score -3109905 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -3109907.250000 Penalty: 3291.908203
	Iteration 111Q: 3 clusters Score -3109907 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -3109912.500000 Penalty: 3291.908203
	Iteration 112Q: 3 clusters Score -3109912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -3109911.000000 Penalty: 3291.908203
	Iteration 113Q: 3 clusters Score -3109911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -3109908.250000 Penalty: 3291.908203
	Iteration 114Q: 3 clusters Score -3109908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -3109908.250000 Penalty: 3291.908203
	Iteration 115Q: 3 clusters Score -3109908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -3109906.500000 Penalty: 3291.908203
	Iteration 116Q: 3 clusters Score -3109906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -3109909.250000 Penalty: 3291.908203
	Iteration 117Q: 3 clusters Score -3109909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -3109905.500000 Penalty: 3291.908203
	Iteration 118Q: 3 clusters Score -3109906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -3109907.250000 Penalty: 3291.908203
	Iteration 119Q: 3 clusters Score -3109907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -3109907.500000 Penalty: 3291.908203
	Iteration 120F: 3 clusters Score -3109908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -3109903.500000 Penalty: 3291.908203
	Iteration 121Q: 3 clusters Score -3109904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -3109903.000000 Penalty: 3291.908203
	Iteration 122Q: 3 clusters Score -3109903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -3109905.000000 Penalty: 3291.908203
	Iteration 123Q: 3 clusters Score -3109905 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -3109904.750000 Penalty: 3291.908203
	Iteration 124Q: 3 clusters Score -3109905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -3109902.250000 Penalty: 3291.908203
	Iteration 125Q: 3 clusters Score -3109902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -3109912.250000 Penalty: 3291.908203
	Iteration 126Q: 3 clusters Score -3109912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -3109917.500000 Penalty: 3291.908203
	Iteration 127Q: 3 clusters Score -3109918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -3109919.750000 Penalty: 3291.908203
	Iteration 128Q: 3 clusters Score -3109920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -3109916.250000 Penalty: 3291.908203
	Iteration 129Q: 3 clusters Score -3109916 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -3109915.750000 Penalty: 3291.908203
	Iteration 130Q: 3 clusters Score -3109916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -3109912.250000 Penalty: 3291.908203
	Iteration 131Q: 3 clusters Score -3109912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -3109913.500000 Penalty: 3291.908203
	Iteration 132Q: 3 clusters Score -3109914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -3109908.500000 Penalty: 3291.908203
	Iteration 133Q: 3 clusters Score -3109908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -3109912.500000 Penalty: 3291.908203
	Iteration 134Q: 3 clusters Score -3109912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -3109915.250000 Penalty: 3291.908203
	Iteration 135Q: 3 clusters Score -3109915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -3109912.750000 Penalty: 3291.908203
	Iteration 136Q: 3 clusters Score -3109913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -3109916.250000 Penalty: 3291.908203
	Iteration 137Q: 3 clusters Score -3109916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -3109916.500000 Penalty: 3291.908203
	Iteration 138Q: 3 clusters Score -3109916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -3109914.250000 Penalty: 3291.908203
	Iteration 139Q: 3 clusters Score -3109914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -3109914.000000 Penalty: 3291.908203
	Iteration 140F: 3 clusters Score -3109914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -3109919.250000 Penalty: 3291.908203
	Iteration 141Q: 3 clusters Score -3109919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -3109917.500000 Penalty: 3291.908203
	Iteration 142Q: 3 clusters Score -3109918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -3109917.500000 Penalty: 3291.908203
	Iteration 143F: 3 clusters Score -3109918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -31738.115234 Penalty: 968.663330
	Iteration 0F: 2 clusters Score -31738.12 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 211 members 
Entering Unmasked Estep 
Score: -30953.789062 Penalty: 1937.326660
	Iteration 0F: 3 clusters Score -30953.79 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31281.589844 Penalty: 1937.326660
	Iteration 1F: 3 clusters Score -31281.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31406.505859 Penalty: 1937.326660
	Iteration 2F: 3 clusters Score -31406.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31514.136719 Penalty: 1937.326660
	Iteration 3F: 3 clusters Score -31514.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31547.697266 Penalty: 1937.326660
	Iteration 4Q: 3 clusters Score -31547.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31570.390625 Penalty: 1937.326660
	Iteration 5Q: 3 clusters Score -31570.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31597.937500 Penalty: 1937.326660
	Iteration 6Q: 3 clusters Score -31597.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31610.349609 Penalty: 1937.326660
	Iteration 7Q: 3 clusters Score -31610.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31617.283203 Penalty: 1937.326660
	Iteration 8Q: 3 clusters Score -31617.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31618.886719 Penalty: 1937.326660
	Iteration 9Q: 3 clusters Score -31618.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31618.886719 Penalty: 1937.326660
	Iteration 10F: 3 clusters Score -31618.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Entering Unmasked Estep 
Score: -207532.906250 Penalty: 1204.868042
	Iteration 0F: 2 clusters Score -207532.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -205641.468750 Penalty: 2409.736084
	Iteration 0F: 3 clusters Score -205641.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -206029.343750 Penalty: 2409.736084
	Iteration 1F: 3 clusters Score -206029.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -206159.578125 Penalty: 2409.736084
	Iteration 2F: 3 clusters Score -206159.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -206232.718750 Penalty: 2409.736084
	Iteration 3F: 3 clusters Score -206232.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -206272.828125 Penalty: 2409.736084
	Iteration 4Q: 3 clusters Score -206272.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -206295.421875 Penalty: 2409.736084
	Iteration 5Q: 3 clusters Score -206295.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -206317.718750 Penalty: 2409.736084
	Iteration 6Q: 3 clusters Score -206317.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -206340.109375 Penalty: 2409.736084
	Iteration 7Q: 3 clusters Score -206340.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -206370.984375 Penalty: 2409.736084
	Iteration 8Q: 3 clusters Score -206371 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -206390.546875 Penalty: 2409.736084
	Iteration 9Q: 3 clusters Score -206390.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -206404.843750 Penalty: 2409.736084
	Iteration 10Q: 3 clusters Score -206404.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -206419.562500 Penalty: 2409.736084
	Iteration 11Q: 3 clusters Score -206419.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -206433.187500 Penalty: 2409.736084
	Iteration 12Q: 3 clusters Score -206433.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -206441.562500 Penalty: 2409.736084
	Iteration 13Q: 3 clusters Score -206441.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -206445.906250 Penalty: 2409.736084
	Iteration 14Q: 3 clusters Score -206445.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -206450.546875 Penalty: 2409.736084
	Iteration 15Q: 3 clusters Score -206450.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -206455.156250 Penalty: 2409.736084
	Iteration 16Q: 3 clusters Score -206455.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -206462.609375 Penalty: 2409.736084
	Iteration 17Q: 3 clusters Score -206462.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -206465.328125 Penalty: 2409.736084
	Iteration 18Q: 3 clusters Score -206465.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -206466.453125 Penalty: 2409.736084
	Iteration 19Q: 3 clusters Score -206466.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -206467.531250 Penalty: 2409.736084
	Iteration 20F: 3 clusters Score -206467.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -206467.687500 Penalty: 2409.736084
	Iteration 21Q: 3 clusters Score -206467.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -206467.687500 Penalty: 2409.736084
	Iteration 22F: 3 clusters Score -206467.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -25360.855469 Penalty: 930.082581
	Iteration 0F: 2 clusters Score -25360.86 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 158 members 
Entering Unmasked Estep 
Score: -24562.343750 Penalty: 1860.165161
	Iteration 0F: 3 clusters Score -24562.34 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24870.388672 Penalty: 1860.165161
	Iteration 1F: 3 clusters Score -24870.39 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25157.970703 Penalty: 1860.165161
	Iteration 2F: 3 clusters Score -25157.97 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -25570.154297 Penalty: 1860.165161
	Iteration 3F: 3 clusters Score -25570.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25902.267578 Penalty: 1860.165161
	Iteration 4F: 3 clusters Score -25902.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25966.826172 Penalty: 1860.165161
	Iteration 5Q: 3 clusters Score -25966.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26024.628906 Penalty: 1860.165161
	Iteration 6Q: 3 clusters Score -26024.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26043.167969 Penalty: 1860.165161
	Iteration 7Q: 3 clusters Score -26043.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26043.167969 Penalty: 1860.165161
	Iteration 8F: 3 clusters Score -26043.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 106050 members 
Mstep: Class 3 contains 6587 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9447 members 
Mstep: Class 6 contains 42995 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 6929 members 
Mstep: Class 9 contains 89831 members 
Mstep: Class 10 contains 80142 members 
Mstep: Class 11 contains 97205 members 
Mstep: Class 12 contains 48360 members 
Mstep: Class 13 contains 4970 members 
Mstep: Class 14 contains 103772 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6024 members 
Mstep: Class 19 contains 3507 members 
Mstep: Class 20 contains 25058 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 145 members 
Mstep: Class 24 contains 9760 members 
Mstep: Class 25 contains 96853 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6784 members 
Mstep: Class 28 contains 3573 members 
Mstep: Class 29 contains 3301 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 13559 members 
Mstep: Class 34 contains 10068 members 
Mstep: Class 35 contains 9818 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 106841 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8296 members 
Mstep: Class 41 contains 1623 members 
Mstep: Class 42 contains 161 members 
Entering Unmasked Estep 
Score: -111780712.000000 Penalty: 93710.203125
Splitting cluster 23 changes total score from -111781240.000000 to -111780712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (9760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Entering Unmasked Estep 
Score: -1137578.375000 Penalty: 1492.732788
	Iteration 0F: 2 clusters Score -1137578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1130634.375000 Penalty: 2985.465576
	Iteration 0F: 3 clusters Score -1130634 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1132875.500000 Penalty: 2985.465576
	Iteration 1F: 3 clusters Score -1132876 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1133207.375000 Penalty: 2985.465576
	Iteration 2F: 3 clusters Score -1133207 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1133464.625000 Penalty: 2985.465576
	Iteration 3F: 3 clusters Score -1133465 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1133638.625000 Penalty: 2985.465576
	Iteration 4Q: 3 clusters Score -1133639 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1133774.125000 Penalty: 2985.465576
	Iteration 5Q: 3 clusters Score -1133774 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1133896.750000 Penalty: 2985.465576
	Iteration 6Q: 3 clusters Score -1133897 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1134018.000000 Penalty: 2985.465576
	Iteration 7Q: 3 clusters Score -1134018 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1134147.000000 Penalty: 2985.465576
	Iteration 8Q: 3 clusters Score -1134147 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1134281.625000 Penalty: 2985.465576
	Iteration 9Q: 3 clusters Score -1134282 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1134415.625000 Penalty: 2985.465576
	Iteration 10Q: 3 clusters Score -1134416 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1134559.750000 Penalty: 2985.465576
	Iteration 11Q: 3 clusters Score -1134560 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1134726.000000 Penalty: 2985.465576
	Iteration 12Q: 3 clusters Score -1134726 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1134884.875000 Penalty: 2985.465576
	Iteration 13Q: 3 clusters Score -1134885 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1135059.125000 Penalty: 2985.465576
	Iteration 14Q: 3 clusters Score -1135059 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1135246.500000 Penalty: 2985.465576
	Iteration 15Q: 3 clusters Score -1135246 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1135406.250000 Penalty: 2985.465576
	Iteration 16Q: 3 clusters Score -1135406 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1135524.875000 Penalty: 2985.465576
	Iteration 17Q: 3 clusters Score -1135525 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1135646.375000 Penalty: 2985.465576
	Iteration 18Q: 3 clusters Score -1135646 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1135736.000000 Penalty: 2985.465576
	Iteration 19Q: 3 clusters Score -1135736 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1135822.750000 Penalty: 2985.465576
	Iteration 20F: 3 clusters Score -1135823 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1135880.500000 Penalty: 2985.465576
	Iteration 21Q: 3 clusters Score -1135880 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1135924.625000 Penalty: 2985.465576
	Iteration 22Q: 3 clusters Score -1135925 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1135968.125000 Penalty: 2985.465576
	Iteration 23Q: 3 clusters Score -1135968 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1136007.625000 Penalty: 2985.465576
	Iteration 24Q: 3 clusters Score -1136008 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1136045.875000 Penalty: 2985.465576
	Iteration 25Q: 3 clusters Score -1136046 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1136095.625000 Penalty: 2985.465576
	Iteration 26Q: 3 clusters Score -1136096 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1136146.875000 Penalty: 2985.465576
	Iteration 27Q: 3 clusters Score -1136147 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1136186.250000 Penalty: 2985.465576
	Iteration 28Q: 3 clusters Score -1136186 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1136209.250000 Penalty: 2985.465576
	Iteration 29Q: 3 clusters Score -1136209 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1136232.375000 Penalty: 2985.465576
	Iteration 30Q: 3 clusters Score -1136232 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1136252.375000 Penalty: 2985.465576
	Iteration 31Q: 3 clusters Score -1136252 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1136275.500000 Penalty: 2985.465576
	Iteration 32Q: 3 clusters Score -1136276 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1136302.625000 Penalty: 2985.465576
	Iteration 33Q: 3 clusters Score -1136303 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1136321.750000 Penalty: 2985.465576
	Iteration 34Q: 3 clusters Score -1136322 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1136333.125000 Penalty: 2985.465576
	Iteration 35Q: 3 clusters Score -1136333 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1136344.375000 Penalty: 2985.465576
	Iteration 36Q: 3 clusters Score -1136344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1136349.625000 Penalty: 2985.465576
	Iteration 37Q: 3 clusters Score -1136350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1136361.250000 Penalty: 2985.465576
	Iteration 38Q: 3 clusters Score -1136361 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1136371.625000 Penalty: 2985.465576
	Iteration 39Q: 3 clusters Score -1136372 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1136381.000000 Penalty: 2985.465576
	Iteration 40F: 3 clusters Score -1136381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1136388.375000 Penalty: 2985.465576
	Iteration 41Q: 3 clusters Score -1136388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1136395.625000 Penalty: 2985.465576
	Iteration 42Q: 3 clusters Score -1136396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1136400.375000 Penalty: 2985.465576
	Iteration 43Q: 3 clusters Score -1136400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1136404.500000 Penalty: 2985.465576
	Iteration 44Q: 3 clusters Score -1136404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1136407.875000 Penalty: 2985.465576
	Iteration 45Q: 3 clusters Score -1136408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1136410.250000 Penalty: 2985.465576
	Iteration 46Q: 3 clusters Score -1136410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1136414.000000 Penalty: 2985.465576
	Iteration 47Q: 3 clusters Score -1136414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1136420.000000 Penalty: 2985.465576
	Iteration 48Q: 3 clusters Score -1136420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1136425.125000 Penalty: 2985.465576
	Iteration 49Q: 3 clusters Score -1136425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1136431.125000 Penalty: 2985.465576
	Iteration 50Q: 3 clusters Score -1136431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1136437.875000 Penalty: 2985.465576
	Iteration 51Q: 3 clusters Score -1136438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1136444.875000 Penalty: 2985.465576
	Iteration 52Q: 3 clusters Score -1136445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1136451.500000 Penalty: 2985.465576
	Iteration 53Q: 3 clusters Score -1136452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1136451.750000 Penalty: 2985.465576
	Iteration 54Q: 3 clusters Score -1136452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1136454.500000 Penalty: 2985.465576
	Iteration 55Q: 3 clusters Score -1136454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1136456.875000 Penalty: 2985.465576
	Iteration 56Q: 3 clusters Score -1136457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1136462.500000 Penalty: 2985.465576
	Iteration 57Q: 3 clusters Score -1136462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1136464.750000 Penalty: 2985.465576
	Iteration 58Q: 3 clusters Score -1136465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1136466.000000 Penalty: 2985.465576
	Iteration 59Q: 3 clusters Score -1136466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1136466.125000 Penalty: 2985.465576
	Iteration 60F: 3 clusters Score -1136466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1136469.500000 Penalty: 2985.465576
	Iteration 61Q: 3 clusters Score -1136470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1136470.625000 Penalty: 2985.465576
	Iteration 62Q: 3 clusters Score -1136471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1136470.500000 Penalty: 2985.465576
	Iteration 63Q: 3 clusters Score -1136470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1136472.000000 Penalty: 2985.465576
	Iteration 64Q: 3 clusters Score -1136472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1136471.875000 Penalty: 2985.465576
	Iteration 65Q: 3 clusters Score -1136472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1136473.125000 Penalty: 2985.465576
	Iteration 66Q: 3 clusters Score -1136473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1136475.125000 Penalty: 2985.465576
	Iteration 67Q: 3 clusters Score -1136475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1136475.875000 Penalty: 2985.465576
	Iteration 68Q: 3 clusters Score -1136476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1136475.875000 Penalty: 2985.465576
	Iteration 69F: 3 clusters Score -1136476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (96853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96853 members 
Entering Unmasked Estep 
Score: -12124732.000000 Penalty: 1865.654297
	Iteration 0F: 2 clusters Score -1.212473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48200 members 
Mstep: Class 2 contains 48653 members 
Entering Unmasked Estep 
Score: -12060844.000000 Penalty: 3731.308594
	Iteration 0F: 3 clusters Score -1.206084e+07 nChanged 46492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 52135 members 
Entering Unmasked Estep 
Score: -12089468.000000 Penalty: 3731.308594
	Iteration 1F: 3 clusters Score -1.208947e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 54179 members 
Entering Unmasked Estep 
Score: -12091774.000000 Penalty: 3731.308594
	Iteration 2Q: 3 clusters Score -1.209177e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 57005 members 
Entering Unmasked Estep 
Score: -12095195.000000 Penalty: 3731.308594
	Iteration 3F: 3 clusters Score -1.20952e+07 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 60699 members 
Entering Unmasked Estep 
Score: -12100017.000000 Penalty: 3731.308594
	Iteration 4F: 3 clusters Score -1.210002e+07 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 64577 members 
Entering Unmasked Estep 
Score: -12105507.000000 Penalty: 3731.308594
	Iteration 5F: 3 clusters Score -1.210551e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 67929 members 
Entering Unmasked Estep 
Score: -12110211.000000 Penalty: 3731.308594
	Iteration 6F: 3 clusters Score -1.211021e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 70475 members 
Entering Unmasked Estep 
Score: -12113134.000000 Penalty: 3731.308594
	Iteration 7F: 3 clusters Score -1.211313e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 72469 members 
Entering Unmasked Estep 
Score: -12114498.000000 Penalty: 3731.308594
	Iteration 8Q: 3 clusters Score -1.21145e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 74207 members 
Entering Unmasked Estep 
Score: -12115400.000000 Penalty: 3731.308594
	Iteration 9Q: 3 clusters Score -1.21154e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 75852 members 
Entering Unmasked Estep 
Score: -12116152.000000 Penalty: 3731.308594
	Iteration 10Q: 3 clusters Score -1.211615e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 77363 members 
Entering Unmasked Estep 
Score: -12116934.000000 Penalty: 3731.308594
	Iteration 11Q: 3 clusters Score -1.211693e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 78743 members 
Entering Unmasked Estep 
Score: -12117553.000000 Penalty: 3731.308594
	Iteration 12Q: 3 clusters Score -1.211755e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 80035 members 
Entering Unmasked Estep 
Score: -12118140.000000 Penalty: 3731.308594
	Iteration 13Q: 3 clusters Score -1.211814e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 81306 members 
Entering Unmasked Estep 
Score: -12118686.000000 Penalty: 3731.308594
	Iteration 14Q: 3 clusters Score -1.211869e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 82556 members 
Entering Unmasked Estep 
Score: -12119290.000000 Penalty: 3731.308594
	Iteration 15Q: 3 clusters Score -1.211929e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 83741 members 
Entering Unmasked Estep 
Score: -12119820.000000 Penalty: 3731.308594
	Iteration 16Q: 3 clusters Score -1.211982e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 84821 members 
Entering Unmasked Estep 
Score: -12120303.000000 Penalty: 3731.308594
	Iteration 17Q: 3 clusters Score -1.21203e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 85799 members 
Entering Unmasked Estep 
Score: -12120687.000000 Penalty: 3731.308594
	Iteration 18Q: 3 clusters Score -1.212069e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 86711 members 
Entering Unmasked Estep 
Score: -12121061.000000 Penalty: 3731.308594
	Iteration 19Q: 3 clusters Score -1.212106e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 87547 members 
Entering Unmasked Estep 
Score: -12121359.000000 Penalty: 3731.308594
	Iteration 20F: 3 clusters Score -1.212136e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 88332 members 
Entering Unmasked Estep 
Score: -12121676.000000 Penalty: 3731.308594
	Iteration 21Q: 3 clusters Score -1.212168e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 89087 members 
Entering Unmasked Estep 
Score: -12121983.000000 Penalty: 3731.308594
	Iteration 22Q: 3 clusters Score -1.212198e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 89774 members 
Entering Unmasked Estep 
Score: -12122296.000000 Penalty: 3731.308594
	Iteration 23Q: 3 clusters Score -1.21223e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 90420 members 
Entering Unmasked Estep 
Score: -12122589.000000 Penalty: 3731.308594
	Iteration 24Q: 3 clusters Score -1.212259e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 91061 members 
Entering Unmasked Estep 
Score: -12122925.000000 Penalty: 3731.308594
	Iteration 25Q: 3 clusters Score -1.212292e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 91662 members 
Entering Unmasked Estep 
Score: -12123180.000000 Penalty: 3731.308594
	Iteration 26Q: 3 clusters Score -1.212318e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 92177 members 
Entering Unmasked Estep 
Score: -12123370.000000 Penalty: 3731.308594
	Iteration 27Q: 3 clusters Score -1.212337e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 92638 members 
Entering Unmasked Estep 
Score: -12123520.000000 Penalty: 3731.308594
	Iteration 28Q: 3 clusters Score -1.212352e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 93069 members 
Entering Unmasked Estep 
Score: -12123689.000000 Penalty: 3731.308594
	Iteration 29Q: 3 clusters Score -1.212369e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 93445 members 
Entering Unmasked Estep 
Score: -12123808.000000 Penalty: 3731.308594
	Iteration 30Q: 3 clusters Score -1.212381e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 93787 members 
Entering Unmasked Estep 
Score: -12123932.000000 Penalty: 3731.308594
	Iteration 31Q: 3 clusters Score -1.212393e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 94088 members 
Entering Unmasked Estep 
Score: -12123955.000000 Penalty: 3731.308594
	Iteration 32Q: 3 clusters Score -1.212396e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 94345 members 
Entering Unmasked Estep 
Score: -12123955.000000 Penalty: 3731.308594
	Iteration 33Q: 3 clusters Score -1.212396e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 94547 members 
Entering Unmasked Estep 
Score: -12123984.000000 Penalty: 3731.308594
	Iteration 34Q: 3 clusters Score -1.212398e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 94724 members 
Entering Unmasked Estep 
Score: -12123982.000000 Penalty: 3731.308594
	Iteration 35Q: 3 clusters Score -1.212398e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 94888 members 
Entering Unmasked Estep 
Score: -12123975.000000 Penalty: 3731.308594
	Iteration 36Q: 3 clusters Score -1.212398e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 95011 members 
Entering Unmasked Estep 
Score: -12123981.000000 Penalty: 3731.308594
	Iteration 37Q: 3 clusters Score -1.212398e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 95111 members 
Entering Unmasked Estep 
Score: -12123995.000000 Penalty: 3731.308594
	Iteration 38Q: 3 clusters Score -1.2124e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 95192 members 
Entering Unmasked Estep 
Score: -12124002.000000 Penalty: 3731.308594
	Iteration 39Q: 3 clusters Score -1.2124e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 95255 members 
Entering Unmasked Estep 
Score: -12123976.000000 Penalty: 3731.308594
	Iteration 40F: 3 clusters Score -1.212398e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 95315 members 
Entering Unmasked Estep 
Score: -12123966.000000 Penalty: 3731.308594
	Iteration 41Q: 3 clusters Score -1.212397e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 95365 members 
Entering Unmasked Estep 
Score: -12123959.000000 Penalty: 3731.308594
	Iteration 42Q: 3 clusters Score -1.212396e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 95414 members 
Entering Unmasked Estep 
Score: -12123944.000000 Penalty: 3731.308594
	Iteration 43Q: 3 clusters Score -1.212394e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 95446 members 
Entering Unmasked Estep 
Score: -12123955.000000 Penalty: 3731.308594
	Iteration 44Q: 3 clusters Score -1.212396e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 95467 members 
Entering Unmasked Estep 
Score: -12123945.000000 Penalty: 3731.308594
	Iteration 45Q: 3 clusters Score -1.212394e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 95485 members 
Entering Unmasked Estep 
Score: -12123932.000000 Penalty: 3731.308594
	Iteration 46Q: 3 clusters Score -1.212393e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 95512 members 
Entering Unmasked Estep 
Score: -12123900.000000 Penalty: 3731.308594
	Iteration 47Q: 3 clusters Score -1.21239e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 95540 members 
Entering Unmasked Estep 
Score: -12123889.000000 Penalty: 3731.308594
	Iteration 48Q: 3 clusters Score -1.212389e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 95564 members 
Entering Unmasked Estep 
Score: -12123885.000000 Penalty: 3731.308594
	Iteration 49Q: 3 clusters Score -1.212388e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 95578 members 
Entering Unmasked Estep 
Score: -12123884.000000 Penalty: 3731.308594
	Iteration 50Q: 3 clusters Score -1.212388e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 95590 members 
Entering Unmasked Estep 
Score: -12123882.000000 Penalty: 3731.308594
	Iteration 51Q: 3 clusters Score -1.212388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 95595 members 
Entering Unmasked Estep 
Score: -12123883.000000 Penalty: 3731.308594
	Iteration 52Q: 3 clusters Score -1.212388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 95605 members 
Entering Unmasked Estep 
Score: -12123885.000000 Penalty: 3731.308594
	Iteration 53Q: 3 clusters Score -1.212388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 95615 members 
Entering Unmasked Estep 
Score: -12123894.000000 Penalty: 3731.308594
	Iteration 54Q: 3 clusters Score -1.212389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 95623 members 
Entering Unmasked Estep 
Score: -12123882.000000 Penalty: 3731.308594
	Iteration 55Q: 3 clusters Score -1.212388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 95628 members 
Entering Unmasked Estep 
Score: -12123894.000000 Penalty: 3731.308594
	Iteration 56Q: 3 clusters Score -1.212389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 95632 members 
Entering Unmasked Estep 
Score: -12123894.000000 Penalty: 3731.308594
	Iteration 57Q: 3 clusters Score -1.212389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 95637 members 
Entering Unmasked Estep 
Score: -12123876.000000 Penalty: 3731.308594
	Iteration 58Q: 3 clusters Score -1.212388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 95644 members 
Entering Unmasked Estep 
Score: -12123881.000000 Penalty: 3731.308594
	Iteration 59Q: 3 clusters Score -1.212388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 95650 members 
Entering Unmasked Estep 
Score: -12123880.000000 Penalty: 3731.308594
	Iteration 60F: 3 clusters Score -1.212388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 95658 members 
Entering Unmasked Estep 
Score: -12123880.000000 Penalty: 3731.308594
	Iteration 61Q: 3 clusters Score -1.212388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 95666 members 
Entering Unmasked Estep 
Score: -12123881.000000 Penalty: 3731.308594
	Iteration 62Q: 3 clusters Score -1.212388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 95671 members 
Entering Unmasked Estep 
Score: -12123874.000000 Penalty: 3731.308594
	Iteration 63Q: 3 clusters Score -1.212387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 95673 members 
Entering Unmasked Estep 
Score: -12123873.000000 Penalty: 3731.308594
	Iteration 64Q: 3 clusters Score -1.212387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 95676 members 
Entering Unmasked Estep 
Score: -12123879.000000 Penalty: 3731.308594
	Iteration 65Q: 3 clusters Score -1.212388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 95677 members 
Entering Unmasked Estep 
Score: -12123875.000000 Penalty: 3731.308594
	Iteration 66Q: 3 clusters Score -1.212388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 95677 members 
Entering Unmasked Estep 
Score: -12123875.000000 Penalty: 3731.308594
	Iteration 67F: 3 clusters Score -1.212388e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -83605.062500 Penalty: 1066.855591
	Iteration 0F: 2 clusters Score -83605.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -82339.984375 Penalty: 2133.711182
	Iteration 0F: 3 clusters Score -82339.98 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -82537.132812 Penalty: 2133.711182
	Iteration 1F: 3 clusters Score -82537.13 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -82580.851562 Penalty: 2133.711182
	Iteration 2F: 3 clusters Score -82580.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -82600.375000 Penalty: 2133.711182
	Iteration 3Q: 3 clusters Score -82600.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -82611.304688 Penalty: 2133.711182
	Iteration 4Q: 3 clusters Score -82611.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -82624.179688 Penalty: 2133.711182
	Iteration 5Q: 3 clusters Score -82624.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -82639.812500 Penalty: 2133.711182
	Iteration 6Q: 3 clusters Score -82639.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -82647.164062 Penalty: 2133.711182
	Iteration 7Q: 3 clusters Score -82647.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -82654.671875 Penalty: 2133.711182
	Iteration 8Q: 3 clusters Score -82654.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -82660.796875 Penalty: 2133.711182
	Iteration 9Q: 3 clusters Score -82660.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -82664.570312 Penalty: 2133.711182
	Iteration 10Q: 3 clusters Score -82664.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -82667.921875 Penalty: 2133.711182
	Iteration 11Q: 3 clusters Score -82667.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -82675.820312 Penalty: 2133.711182
	Iteration 12Q: 3 clusters Score -82675.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -82681.312500 Penalty: 2133.711182
	Iteration 13Q: 3 clusters Score -82681.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -82683.375000 Penalty: 2133.711182
	Iteration 14Q: 3 clusters Score -82683.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -82685.781250 Penalty: 2133.711182
	Iteration 15Q: 3 clusters Score -82685.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -82691.242188 Penalty: 2133.711182
	Iteration 16Q: 3 clusters Score -82691.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -82695.437500 Penalty: 2133.711182
	Iteration 17Q: 3 clusters Score -82695.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -82696.898438 Penalty: 2133.711182
	Iteration 18Q: 3 clusters Score -82696.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -82697.914062 Penalty: 2133.711182
	Iteration 19Q: 3 clusters Score -82697.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -82699.585938 Penalty: 2133.711182
	Iteration 20F: 3 clusters Score -82699.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Entering Unmasked Estep 
Score: -851603.687500 Penalty: 1433.627319
	Iteration 0F: 2 clusters Score -851603.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -846450.937500 Penalty: 2867.254639
	Iteration 0F: 3 clusters Score -846450.9 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -848034.125000 Penalty: 2867.254639
	Iteration 1F: 3 clusters Score -848034.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -848273.562500 Penalty: 2867.254639
	Iteration 2F: 3 clusters Score -848273.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -848535.500000 Penalty: 2867.254639
	Iteration 3F: 3 clusters Score -848535.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -848815.687500 Penalty: 2867.254639
	Iteration 4F: 3 clusters Score -848815.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -849090.375000 Penalty: 2867.254639
	Iteration 5F: 3 clusters Score -849090.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -849382.062500 Penalty: 2867.254639
	Iteration 6F: 3 clusters Score -849382.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -849661.125000 Penalty: 2867.254639
	Iteration 7F: 3 clusters Score -849661.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -849860.312500 Penalty: 2867.254639
	Iteration 8Q: 3 clusters Score -849860.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -850004.312500 Penalty: 2867.254639
	Iteration 9Q: 3 clusters Score -850004.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -850105.250000 Penalty: 2867.254639
	Iteration 10Q: 3 clusters Score -850105.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -850195.562500 Penalty: 2867.254639
	Iteration 11Q: 3 clusters Score -850195.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -850266.875000 Penalty: 2867.254639
	Iteration 12Q: 3 clusters Score -850266.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -850321.250000 Penalty: 2867.254639
	Iteration 13Q: 3 clusters Score -850321.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -850356.250000 Penalty: 2867.254639
	Iteration 14Q: 3 clusters Score -850356.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -850379.062500 Penalty: 2867.254639
	Iteration 15Q: 3 clusters Score -850379.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -850397.437500 Penalty: 2867.254639
	Iteration 16Q: 3 clusters Score -850397.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -850409.625000 Penalty: 2867.254639
	Iteration 17Q: 3 clusters Score -850409.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -850420.437500 Penalty: 2867.254639
	Iteration 18Q: 3 clusters Score -850420.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -850425.375000 Penalty: 2867.254639
	Iteration 19Q: 3 clusters Score -850425.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -850428.000000 Penalty: 2867.254639
	Iteration 20F: 3 clusters Score -850428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -850434.375000 Penalty: 2867.254639
	Iteration 21Q: 3 clusters Score -850434.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -850435.875000 Penalty: 2867.254639
	Iteration 22Q: 3 clusters Score -850435.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -850438.500000 Penalty: 2867.254639
	Iteration 23Q: 3 clusters Score -850438.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -850440.687500 Penalty: 2867.254639
	Iteration 24Q: 3 clusters Score -850440.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -850440.625000 Penalty: 2867.254639
	Iteration 25Q: 3 clusters Score -850440.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -850444.750000 Penalty: 2867.254639
	Iteration 26Q: 3 clusters Score -850444.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -850448.250000 Penalty: 2867.254639
	Iteration 27Q: 3 clusters Score -850448.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -850448.500000 Penalty: 2867.254639
	Iteration 28Q: 3 clusters Score -850448.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -850449.437500 Penalty: 2867.254639
	Iteration 29Q: 3 clusters Score -850449.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -850451.125000 Penalty: 2867.254639
	Iteration 30Q: 3 clusters Score -850451.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -850452.375000 Penalty: 2867.254639
	Iteration 31Q: 3 clusters Score -850452.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -850453.062500 Penalty: 2867.254639
	Iteration 32Q: 3 clusters Score -850453.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -850454.875000 Penalty: 2867.254639
	Iteration 33Q: 3 clusters Score -850454.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -850457.625000 Penalty: 2867.254639
	Iteration 34Q: 3 clusters Score -850457.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -850459.875000 Penalty: 2867.254639
	Iteration 35Q: 3 clusters Score -850459.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -850462.687500 Penalty: 2867.254639
	Iteration 36Q: 3 clusters Score -850462.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -850469.312500 Penalty: 2867.254639
	Iteration 37Q: 3 clusters Score -850469.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -850475.125000 Penalty: 2867.254639
	Iteration 38Q: 3 clusters Score -850475.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -850483.750000 Penalty: 2867.254639
	Iteration 39Q: 3 clusters Score -850483.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -850495.625000 Penalty: 2867.254639
	Iteration 40F: 3 clusters Score -850495.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -850501.687500 Penalty: 2867.254639
	Iteration 41Q: 3 clusters Score -850501.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -850505.250000 Penalty: 2867.254639
	Iteration 42Q: 3 clusters Score -850505.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -850510.937500 Penalty: 2867.254639
	Iteration 43Q: 3 clusters Score -850510.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -850514.687500 Penalty: 2867.254639
	Iteration 44Q: 3 clusters Score -850514.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -850515.187500 Penalty: 2867.254639
	Iteration 45Q: 3 clusters Score -850515.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -850516.250000 Penalty: 2867.254639
	Iteration 46Q: 3 clusters Score -850516.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -850519.062500 Penalty: 2867.254639
	Iteration 47Q: 3 clusters Score -850519.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -850519.500000 Penalty: 2867.254639
	Iteration 48Q: 3 clusters Score -850519.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -850520.062500 Penalty: 2867.254639
	Iteration 49Q: 3 clusters Score -850520.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -850520.375000 Penalty: 2867.254639
	Iteration 50Q: 3 clusters Score -850520.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -850520.375000 Penalty: 2867.254639
	Iteration 51F: 3 clusters Score -850520.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Entering Unmasked Estep 
Score: -421424.437500 Penalty: 1329.438599
	Iteration 0F: 2 clusters Score -421424.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -418419.500000 Penalty: 2658.877197
	Iteration 0F: 3 clusters Score -418419.5 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -419425.000000 Penalty: 2658.877197
	Iteration 1F: 3 clusters Score -419425 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -419843.250000 Penalty: 2658.877197
	Iteration 2F: 3 clusters Score -419843.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -420206.937500 Penalty: 2658.877197
	Iteration 3F: 3 clusters Score -420206.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -420499.125000 Penalty: 2658.877197
	Iteration 4F: 3 clusters Score -420499.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -420686.625000 Penalty: 2658.877197
	Iteration 5F: 3 clusters Score -420686.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -420815.593750 Penalty: 2658.877197
	Iteration 6Q: 3 clusters Score -420815.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -420894.375000 Penalty: 2658.877197
	Iteration 7Q: 3 clusters Score -420894.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -420932.281250 Penalty: 2658.877197
	Iteration 8Q: 3 clusters Score -420932.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -420955.843750 Penalty: 2658.877197
	Iteration 9Q: 3 clusters Score -420955.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -420972.625000 Penalty: 2658.877197
	Iteration 10Q: 3 clusters Score -420972.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -420985.531250 Penalty: 2658.877197
	Iteration 11Q: 3 clusters Score -420985.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -420992.593750 Penalty: 2658.877197
	Iteration 12Q: 3 clusters Score -420992.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -420995.875000 Penalty: 2658.877197
	Iteration 13Q: 3 clusters Score -420995.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -420997.125000 Penalty: 2658.877197
	Iteration 14Q: 3 clusters Score -420997.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -421000.250000 Penalty: 2658.877197
	Iteration 15Q: 3 clusters Score -421000.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -421001.406250 Penalty: 2658.877197
	Iteration 16Q: 3 clusters Score -421001.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -421004.781250 Penalty: 2658.877197
	Iteration 17Q: 3 clusters Score -421004.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -421008.937500 Penalty: 2658.877197
	Iteration 18Q: 3 clusters Score -421008.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -421009.718750 Penalty: 2658.877197
	Iteration 19Q: 3 clusters Score -421009.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -421010.437500 Penalty: 2658.877197
	Iteration 20F: 3 clusters Score -421010.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -421012.000000 Penalty: 2658.877197
	Iteration 21Q: 3 clusters Score -421012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -421012.437500 Penalty: 2658.877197
	Iteration 22Q: 3 clusters Score -421012.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -421012.437500 Penalty: 2658.877197
	Iteration 23F: 3 clusters Score -421012.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Entering Unmasked Estep 
Score: -398258.406250 Penalty: 1316.571899
	Iteration 0F: 2 clusters Score -398258.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -395329.187500 Penalty: 2633.143799
	Iteration 0F: 3 clusters Score -395329.2 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -396052.750000 Penalty: 2633.143799
	Iteration 1F: 3 clusters Score -396052.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -396257.343750 Penalty: 2633.143799
	Iteration 2F: 3 clusters Score -396257.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -396360.718750 Penalty: 2633.143799
	Iteration 3F: 3 clusters Score -396360.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -396429.718750 Penalty: 2633.143799
	Iteration 4Q: 3 clusters Score -396429.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -396470.968750 Penalty: 2633.143799
	Iteration 5Q: 3 clusters Score -396471 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -396501.750000 Penalty: 2633.143799
	Iteration 6Q: 3 clusters Score -396501.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -396530.906250 Penalty: 2633.143799
	Iteration 7Q: 3 clusters Score -396530.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -396549.718750 Penalty: 2633.143799
	Iteration 8Q: 3 clusters Score -396549.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -396562.000000 Penalty: 2633.143799
	Iteration 9Q: 3 clusters Score -396562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -396571.656250 Penalty: 2633.143799
	Iteration 10Q: 3 clusters Score -396571.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -396578.656250 Penalty: 2633.143799
	Iteration 11Q: 3 clusters Score -396578.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -396583.812500 Penalty: 2633.143799
	Iteration 12Q: 3 clusters Score -396583.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -396589.937500 Penalty: 2633.143799
	Iteration 13Q: 3 clusters Score -396589.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -396595.000000 Penalty: 2633.143799
	Iteration 14Q: 3 clusters Score -396595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -396599.500000 Penalty: 2633.143799
	Iteration 15Q: 3 clusters Score -396599.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -396603.031250 Penalty: 2633.143799
	Iteration 16Q: 3 clusters Score -396603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -396605.968750 Penalty: 2633.143799
	Iteration 17Q: 3 clusters Score -396606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -396610.093750 Penalty: 2633.143799
	Iteration 18Q: 3 clusters Score -396610.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -396611.843750 Penalty: 2633.143799
	Iteration 19Q: 3 clusters Score -396611.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -396618.156250 Penalty: 2633.143799
	Iteration 20F: 3 clusters Score -396618.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -396623.156250 Penalty: 2633.143799
	Iteration 21Q: 3 clusters Score -396623.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -396625.375000 Penalty: 2633.143799
	Iteration 22Q: 3 clusters Score -396625.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -396627.968750 Penalty: 2633.143799
	Iteration 23Q: 3 clusters Score -396628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -396630.968750 Penalty: 2633.143799
	Iteration 24Q: 3 clusters Score -396631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -396635.218750 Penalty: 2633.143799
	Iteration 25Q: 3 clusters Score -396635.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -396640.093750 Penalty: 2633.143799
	Iteration 26Q: 3 clusters Score -396640.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -396646.093750 Penalty: 2633.143799
	Iteration 27Q: 3 clusters Score -396646.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -396649.781250 Penalty: 2633.143799
	Iteration 28Q: 3 clusters Score -396649.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -396650.750000 Penalty: 2633.143799
	Iteration 29Q: 3 clusters Score -396650.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -396651.656250 Penalty: 2633.143799
	Iteration 30Q: 3 clusters Score -396651.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -396653.562500 Penalty: 2633.143799
	Iteration 31Q: 3 clusters Score -396653.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -396657.437500 Penalty: 2633.143799
	Iteration 32Q: 3 clusters Score -396657.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -396660.375000 Penalty: 2633.143799
	Iteration 33Q: 3 clusters Score -396660.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -396664.531250 Penalty: 2633.143799
	Iteration 34Q: 3 clusters Score -396664.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -396668.125000 Penalty: 2633.143799
	Iteration 35Q: 3 clusters Score -396668.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -396673.406250 Penalty: 2633.143799
	Iteration 36Q: 3 clusters Score -396673.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -396677.437500 Penalty: 2633.143799
	Iteration 37Q: 3 clusters Score -396677.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -396679.812500 Penalty: 2633.143799
	Iteration 38Q: 3 clusters Score -396679.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -396681.093750 Penalty: 2633.143799
	Iteration 39Q: 3 clusters Score -396681.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -396682.562500 Penalty: 2633.143799
	Iteration 40F: 3 clusters Score -396682.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -396682.937500 Penalty: 2633.143799
	Iteration 41Q: 3 clusters Score -396682.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -396682.812500 Penalty: 2633.143799
	Iteration 42Q: 3 clusters Score -396682.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -396682.562500 Penalty: 2633.143799
	Iteration 43Q: 3 clusters Score -396682.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -396683.031250 Penalty: 2633.143799
	Iteration 44Q: 3 clusters Score -396683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -396683.031250 Penalty: 2633.143799
	Iteration 45F: 3 clusters Score -396683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Entering Unmasked Estep 
Score: -228529.250000 Penalty: 1227.664551
	Iteration 0F: 2 clusters Score -228529.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -226505.375000 Penalty: 2455.329102
	Iteration 0F: 3 clusters Score -226505.4 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -227035.875000 Penalty: 2455.329102
	Iteration 1F: 3 clusters Score -227035.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -227257.718750 Penalty: 2455.329102
	Iteration 2F: 3 clusters Score -227257.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -227447.546875 Penalty: 2455.329102
	Iteration 3F: 3 clusters Score -227447.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -227573.656250 Penalty: 2455.329102
	Iteration 4F: 3 clusters Score -227573.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -227667.109375 Penalty: 2455.329102
	Iteration 5Q: 3 clusters Score -227667.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -227745.375000 Penalty: 2455.329102
	Iteration 6Q: 3 clusters Score -227745.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -227849.031250 Penalty: 2455.329102
	Iteration 7Q: 3 clusters Score -227849 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -227969.812500 Penalty: 2455.329102
	Iteration 8Q: 3 clusters Score -227969.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -228030.500000 Penalty: 2455.329102
	Iteration 9Q: 3 clusters Score -228030.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -228072.593750 Penalty: 2455.329102
	Iteration 10Q: 3 clusters Score -228072.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -228101.796875 Penalty: 2455.329102
	Iteration 11Q: 3 clusters Score -228101.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -228123.015625 Penalty: 2455.329102
	Iteration 12Q: 3 clusters Score -228123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -228133.468750 Penalty: 2455.329102
	Iteration 13Q: 3 clusters Score -228133.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -228140.859375 Penalty: 2455.329102
	Iteration 14Q: 3 clusters Score -228140.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -228147.234375 Penalty: 2455.329102
	Iteration 15Q: 3 clusters Score -228147.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -228151.562500 Penalty: 2455.329102
	Iteration 16Q: 3 clusters Score -228151.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -228154.750000 Penalty: 2455.329102
	Iteration 17Q: 3 clusters Score -228154.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -228155.437500 Penalty: 2455.329102
	Iteration 18Q: 3 clusters Score -228155.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -228155.718750 Penalty: 2455.329102
	Iteration 19Q: 3 clusters Score -228155.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -228156.921875 Penalty: 2455.329102
	Iteration 20F: 3 clusters Score -228156.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -228158.953125 Penalty: 2455.329102
	Iteration 21Q: 3 clusters Score -228159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -228160.078125 Penalty: 2455.329102
	Iteration 22Q: 3 clusters Score -228160.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -228160.765625 Penalty: 2455.329102
	Iteration 23Q: 3 clusters Score -228160.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -228161.687500 Penalty: 2455.329102
	Iteration 24Q: 3 clusters Score -228161.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -228161.859375 Penalty: 2455.329102
	Iteration 25Q: 3 clusters Score -228161.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -228163.750000 Penalty: 2455.329102
	Iteration 26Q: 3 clusters Score -228163.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -228163.906250 Penalty: 2455.329102
	Iteration 27Q: 3 clusters Score -228163.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -228163.906250 Penalty: 2455.329102
	Iteration 28F: 3 clusters Score -228163.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -84274.421875 Penalty: 1094.949829
	Iteration 0F: 2 clusters Score -84274.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -82987.812500 Penalty: 2189.899658
	Iteration 0F: 3 clusters Score -82987.81 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -83387.679688 Penalty: 2189.899658
	Iteration 1F: 3 clusters Score -83387.68 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -83601.562500 Penalty: 2189.899658
	Iteration 2F: 3 clusters Score -83601.56 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -83717.859375 Penalty: 2189.899658
	Iteration 3F: 3 clusters Score -83717.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -83775.593750 Penalty: 2189.899658
	Iteration 4Q: 3 clusters Score -83775.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -83845.320312 Penalty: 2189.899658
	Iteration 5Q: 3 clusters Score -83845.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -83880.414062 Penalty: 2189.899658
	Iteration 6Q: 3 clusters Score -83880.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -83895.960938 Penalty: 2189.899658
	Iteration 7Q: 3 clusters Score -83895.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -83905.781250 Penalty: 2189.899658
	Iteration 8Q: 3 clusters Score -83905.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -83909.750000 Penalty: 2189.899658
	Iteration 9Q: 3 clusters Score -83909.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -83911.476562 Penalty: 2189.899658
	Iteration 10Q: 3 clusters Score -83911.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -83911.914062 Penalty: 2189.899658
	Iteration 11Q: 3 clusters Score -83911.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -83911.914062 Penalty: 2189.899658
	Iteration 12F: 3 clusters Score -83911.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -10969.123047 Penalty: 917.958313
	Iteration 0F: 2 clusters Score -10969.12 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 149 members 
Entering Unmasked Estep 
Score: -10280.545898 Penalty: 1835.916626
	Iteration 0F: 3 clusters Score -10280.55 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -10547.463867 Penalty: 1835.916626
	Iteration 1F: 3 clusters Score -10547.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -10614.235352 Penalty: 1835.916626
	Iteration 2F: 3 clusters Score -10614.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -10678.444336 Penalty: 1835.916626
	Iteration 3Q: 3 clusters Score -10678.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -10701.377930 Penalty: 1835.916626
	Iteration 4Q: 3 clusters Score -10701.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -10777.076172 Penalty: 1835.916626
	Iteration 5Q: 3 clusters Score -10777.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -10852.806641 Penalty: 1835.916626
	Iteration 6Q: 3 clusters Score -10852.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -10871.816406 Penalty: 1835.916626
	Iteration 7Q: 3 clusters Score -10871.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -10893.965820 Penalty: 1835.916626
	Iteration 8Q: 3 clusters Score -10893.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10964.442383 Penalty: 1835.916626
	Iteration 9Q: 3 clusters Score -10964.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10970.172852 Penalty: 1835.916626
	Iteration 10Q: 3 clusters Score -10970.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10976.459961 Penalty: 1835.916626
	Iteration 11Q: 3 clusters Score -10976.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10976.459961 Penalty: 1835.916626
	Iteration 12F: 3 clusters Score -10976.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 106050 members 
Mstep: Class 3 contains 6587 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9447 members 
Mstep: Class 6 contains 42995 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 6929 members 
Mstep: Class 9 contains 89831 members 
Mstep: Class 10 contains 80142 members 
Mstep: Class 11 contains 97205 members 
Mstep: Class 12 contains 48360 members 
Mstep: Class 13 contains 4970 members 
Mstep: Class 14 contains 103772 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6024 members 
Mstep: Class 19 contains 3507 members 
Mstep: Class 20 contains 25058 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9760 members 
Mstep: Class 25 contains 96853 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6784 members 
Mstep: Class 28 contains 3573 members 
Mstep: Class 29 contains 3301 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 123 members 
Mstep: Class 33 contains 13559 members 
Mstep: Class 34 contains 10068 members 
Mstep: Class 35 contains 9818 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 106841 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8296 members 
Mstep: Class 41 contains 1623 members 
Mstep: Class 42 contains 161 members 
Entering Unmasked Estep 
Score: -111780088.000000 Penalty: 93710.203125
Splitting cluster 32 changes total score from -111781240.000000 to -111780088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (13559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Entering Unmasked Estep 
Score: -1694557.625000 Penalty: 1546.155884
	Iteration 0F: 2 clusters Score -1694558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1685096.750000 Penalty: 3092.311768
	Iteration 0F: 3 clusters Score -1685097 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1688310.250000 Penalty: 3092.311768
	Iteration 1F: 3 clusters Score -1688310 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1688586.500000 Penalty: 3092.311768
	Iteration 2F: 3 clusters Score -1688586 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1688843.500000 Penalty: 3092.311768
	Iteration 3Q: 3 clusters Score -1688844 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1689099.000000 Penalty: 3092.311768
	Iteration 4Q: 3 clusters Score -1689099 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1689357.750000 Penalty: 3092.311768
	Iteration 5Q: 3 clusters Score -1689358 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1689612.750000 Penalty: 3092.311768
	Iteration 6Q: 3 clusters Score -1689613 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1689897.250000 Penalty: 3092.311768
	Iteration 7Q: 3 clusters Score -1689897 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1690204.375000 Penalty: 3092.311768
	Iteration 8Q: 3 clusters Score -1690204 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1690510.625000 Penalty: 3092.311768
	Iteration 9Q: 3 clusters Score -1690511 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1690815.750000 Penalty: 3092.311768
	Iteration 10Q: 3 clusters Score -1690816 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1691087.875000 Penalty: 3092.311768
	Iteration 11Q: 3 clusters Score -1691088 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1691315.875000 Penalty: 3092.311768
	Iteration 12Q: 3 clusters Score -1691316 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1691517.000000 Penalty: 3092.311768
	Iteration 13Q: 3 clusters Score -1691517 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1691670.125000 Penalty: 3092.311768
	Iteration 14Q: 3 clusters Score -1691670 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1691793.750000 Penalty: 3092.311768
	Iteration 15Q: 3 clusters Score -1691794 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1691905.000000 Penalty: 3092.311768
	Iteration 16Q: 3 clusters Score -1691905 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1692014.750000 Penalty: 3092.311768
	Iteration 17Q: 3 clusters Score -1692015 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1692153.000000 Penalty: 3092.311768
	Iteration 18Q: 3 clusters Score -1692153 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1692311.250000 Penalty: 3092.311768
	Iteration 19Q: 3 clusters Score -1692311 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1692459.125000 Penalty: 3092.311768
	Iteration 20F: 3 clusters Score -1692459 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1692589.875000 Penalty: 3092.311768
	Iteration 21Q: 3 clusters Score -1692590 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1692705.500000 Penalty: 3092.311768
	Iteration 22Q: 3 clusters Score -1692706 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1692768.375000 Penalty: 3092.311768
	Iteration 23Q: 3 clusters Score -1692768 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1692814.500000 Penalty: 3092.311768
	Iteration 24Q: 3 clusters Score -1692814 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1692849.500000 Penalty: 3092.311768
	Iteration 25Q: 3 clusters Score -1692850 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1692870.000000 Penalty: 3092.311768
	Iteration 26Q: 3 clusters Score -1692870 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1692878.875000 Penalty: 3092.311768
	Iteration 27Q: 3 clusters Score -1692879 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1692887.875000 Penalty: 3092.311768
	Iteration 28Q: 3 clusters Score -1692888 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1692899.750000 Penalty: 3092.311768
	Iteration 29Q: 3 clusters Score -1692900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1692903.750000 Penalty: 3092.311768
	Iteration 30Q: 3 clusters Score -1692904 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1692906.875000 Penalty: 3092.311768
	Iteration 31Q: 3 clusters Score -1692907 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1692911.250000 Penalty: 3092.311768
	Iteration 32Q: 3 clusters Score -1692911 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1692916.625000 Penalty: 3092.311768
	Iteration 33Q: 3 clusters Score -1692917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1692915.375000 Penalty: 3092.311768
	Iteration 34Q: 3 clusters Score -1692915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1692918.375000 Penalty: 3092.311768
	Iteration 35Q: 3 clusters Score -1692918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1692912.375000 Penalty: 3092.311768
	Iteration 36Q: 3 clusters Score -1692912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1692917.125000 Penalty: 3092.311768
	Iteration 37Q: 3 clusters Score -1692917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1692921.625000 Penalty: 3092.311768
	Iteration 38Q: 3 clusters Score -1692922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1692922.250000 Penalty: 3092.311768
	Iteration 39Q: 3 clusters Score -1692922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1692923.000000 Penalty: 3092.311768
	Iteration 40F: 3 clusters Score -1692923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1692923.250000 Penalty: 3092.311768
	Iteration 41Q: 3 clusters Score -1692923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1692923.125000 Penalty: 3092.311768
	Iteration 42Q: 3 clusters Score -1692923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1692923.125000 Penalty: 3092.311768
	Iteration 43F: 3 clusters Score -1692923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Entering Unmasked Estep 
Score: -1267774.625000 Penalty: 1497.781616
	Iteration 0F: 2 clusters Score -1267775 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 5055 members 
Entering Unmasked Estep 
Score: -1260556.000000 Penalty: 2995.563232
	Iteration 0F: 3 clusters Score -1260556 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1262801.625000 Penalty: 2995.563232
	Iteration 1F: 3 clusters Score -1262802 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1263015.375000 Penalty: 2995.563232
	Iteration 2F: 3 clusters Score -1263015 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1263190.375000 Penalty: 2995.563232
	Iteration 3Q: 3 clusters Score -1263190 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1263324.875000 Penalty: 2995.563232
	Iteration 4Q: 3 clusters Score -1263325 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1263457.125000 Penalty: 2995.563232
	Iteration 5Q: 3 clusters Score -1263457 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1263576.375000 Penalty: 2995.563232
	Iteration 6Q: 3 clusters Score -1263576 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1263681.250000 Penalty: 2995.563232
	Iteration 7Q: 3 clusters Score -1263681 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1263802.750000 Penalty: 2995.563232
	Iteration 8Q: 3 clusters Score -1263803 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1263914.250000 Penalty: 2995.563232
	Iteration 9Q: 3 clusters Score -1263914 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1264031.375000 Penalty: 2995.563232
	Iteration 10Q: 3 clusters Score -1264031 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1264125.000000 Penalty: 2995.563232
	Iteration 11Q: 3 clusters Score -1264125 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1264203.000000 Penalty: 2995.563232
	Iteration 12Q: 3 clusters Score -1264203 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1264287.000000 Penalty: 2995.563232
	Iteration 13Q: 3 clusters Score -1264287 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1264387.000000 Penalty: 2995.563232
	Iteration 14Q: 3 clusters Score -1264387 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1264486.750000 Penalty: 2995.563232
	Iteration 15Q: 3 clusters Score -1264487 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1264595.125000 Penalty: 2995.563232
	Iteration 16Q: 3 clusters Score -1264595 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1264715.750000 Penalty: 2995.563232
	Iteration 17Q: 3 clusters Score -1264716 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1264856.750000 Penalty: 2995.563232
	Iteration 18Q: 3 clusters Score -1264857 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1265021.750000 Penalty: 2995.563232
	Iteration 19Q: 3 clusters Score -1265022 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1265192.625000 Penalty: 2995.563232
	Iteration 20F: 3 clusters Score -1265193 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1265367.375000 Penalty: 2995.563232
	Iteration 21Q: 3 clusters Score -1265367 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1265546.125000 Penalty: 2995.563232
	Iteration 22Q: 3 clusters Score -1265546 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1265692.875000 Penalty: 2995.563232
	Iteration 23Q: 3 clusters Score -1265693 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1265823.000000 Penalty: 2995.563232
	Iteration 24Q: 3 clusters Score -1265823 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1265941.500000 Penalty: 2995.563232
	Iteration 25Q: 3 clusters Score -1265942 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1266061.125000 Penalty: 2995.563232
	Iteration 26Q: 3 clusters Score -1266061 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1266165.125000 Penalty: 2995.563232
	Iteration 27Q: 3 clusters Score -1266165 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1266261.500000 Penalty: 2995.563232
	Iteration 28Q: 3 clusters Score -1266262 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1266338.375000 Penalty: 2995.563232
	Iteration 29Q: 3 clusters Score -1266338 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1266413.250000 Penalty: 2995.563232
	Iteration 30Q: 3 clusters Score -1266413 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1266489.625000 Penalty: 2995.563232
	Iteration 31Q: 3 clusters Score -1266490 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1266544.000000 Penalty: 2995.563232
	Iteration 32Q: 3 clusters Score -1266544 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1266601.750000 Penalty: 2995.563232
	Iteration 33Q: 3 clusters Score -1266602 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1266652.875000 Penalty: 2995.563232
	Iteration 34Q: 3 clusters Score -1266653 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1266693.375000 Penalty: 2995.563232
	Iteration 35Q: 3 clusters Score -1266693 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1266720.750000 Penalty: 2995.563232
	Iteration 36Q: 3 clusters Score -1266721 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1266745.375000 Penalty: 2995.563232
	Iteration 37Q: 3 clusters Score -1266745 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1266767.375000 Penalty: 2995.563232
	Iteration 38Q: 3 clusters Score -1266767 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1266790.625000 Penalty: 2995.563232
	Iteration 39Q: 3 clusters Score -1266791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1266802.250000 Penalty: 2995.563232
	Iteration 40F: 3 clusters Score -1266802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1266810.625000 Penalty: 2995.563232
	Iteration 41Q: 3 clusters Score -1266811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1266815.125000 Penalty: 2995.563232
	Iteration 42Q: 3 clusters Score -1266815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1266819.125000 Penalty: 2995.563232
	Iteration 43Q: 3 clusters Score -1266819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1266819.250000 Penalty: 2995.563232
	Iteration 44Q: 3 clusters Score -1266819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1266819.500000 Penalty: 2995.563232
	Iteration 45Q: 3 clusters Score -1266820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1266821.625000 Penalty: 2995.563232
	Iteration 46Q: 3 clusters Score -1266822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1266821.000000 Penalty: 2995.563232
	Iteration 47Q: 3 clusters Score -1266821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1266823.250000 Penalty: 2995.563232
	Iteration 48Q: 3 clusters Score -1266823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1266824.500000 Penalty: 2995.563232
	Iteration 49Q: 3 clusters Score -1266824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1266825.000000 Penalty: 2995.563232
	Iteration 50Q: 3 clusters Score -1266825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1266825.000000 Penalty: 2995.563232
	Iteration 51F: 3 clusters Score -1266825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Entering Unmasked Estep 
Score: -1216071.125000 Penalty: 1493.695557
	Iteration 0F: 2 clusters Score -1216071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1209047.125000 Penalty: 2987.391113
	Iteration 0F: 3 clusters Score -1209047 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1211285.250000 Penalty: 2987.391113
	Iteration 1F: 3 clusters Score -1211285 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1211620.750000 Penalty: 2987.391113
	Iteration 2F: 3 clusters Score -1211621 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1211949.000000 Penalty: 2987.391113
	Iteration 3F: 3 clusters Score -1211949 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1212271.000000 Penalty: 2987.391113
	Iteration 4F: 3 clusters Score -1212271 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1212557.875000 Penalty: 2987.391113
	Iteration 5F: 3 clusters Score -1212558 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1212826.500000 Penalty: 2987.391113
	Iteration 6F: 3 clusters Score -1212826 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1213053.125000 Penalty: 2987.391113
	Iteration 7Q: 3 clusters Score -1213053 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1213287.250000 Penalty: 2987.391113
	Iteration 8Q: 3 clusters Score -1213287 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1213511.750000 Penalty: 2987.391113
	Iteration 9Q: 3 clusters Score -1213512 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1213695.375000 Penalty: 2987.391113
	Iteration 10Q: 3 clusters Score -1213695 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1213853.375000 Penalty: 2987.391113
	Iteration 11Q: 3 clusters Score -1213853 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1214003.375000 Penalty: 2987.391113
	Iteration 12Q: 3 clusters Score -1214003 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1214155.875000 Penalty: 2987.391113
	Iteration 13Q: 3 clusters Score -1214156 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1214306.000000 Penalty: 2987.391113
	Iteration 14Q: 3 clusters Score -1214306 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1214459.375000 Penalty: 2987.391113
	Iteration 15Q: 3 clusters Score -1214459 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1214580.375000 Penalty: 2987.391113
	Iteration 16Q: 3 clusters Score -1214580 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1214665.875000 Penalty: 2987.391113
	Iteration 17Q: 3 clusters Score -1214666 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1214735.375000 Penalty: 2987.391113
	Iteration 18Q: 3 clusters Score -1214735 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1214792.375000 Penalty: 2987.391113
	Iteration 19Q: 3 clusters Score -1214792 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1214826.875000 Penalty: 2987.391113
	Iteration 20F: 3 clusters Score -1214827 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1214856.500000 Penalty: 2987.391113
	Iteration 21Q: 3 clusters Score -1214856 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1214873.375000 Penalty: 2987.391113
	Iteration 22Q: 3 clusters Score -1214873 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1214879.875000 Penalty: 2987.391113
	Iteration 23Q: 3 clusters Score -1214880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1214891.125000 Penalty: 2987.391113
	Iteration 24Q: 3 clusters Score -1214891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1214899.250000 Penalty: 2987.391113
	Iteration 25Q: 3 clusters Score -1214899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1214905.625000 Penalty: 2987.391113
	Iteration 26Q: 3 clusters Score -1214906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1214911.125000 Penalty: 2987.391113
	Iteration 27Q: 3 clusters Score -1214911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1214911.500000 Penalty: 2987.391113
	Iteration 28Q: 3 clusters Score -1214912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1214915.125000 Penalty: 2987.391113
	Iteration 29Q: 3 clusters Score -1214915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1214914.625000 Penalty: 2987.391113
	Iteration 30Q: 3 clusters Score -1214915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1214914.375000 Penalty: 2987.391113
	Iteration 31Q: 3 clusters Score -1214914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1214915.500000 Penalty: 2987.391113
	Iteration 32Q: 3 clusters Score -1214916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1214915.500000 Penalty: 2987.391113
	Iteration 33F: 3 clusters Score -1214916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -50014.421875 Penalty: 987.243713
	Iteration 0F: 2 clusters Score -50014.42 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 218 members 
Entering Unmasked Estep 
Score: -49076.117188 Penalty: 1974.487427
	Iteration 0F: 3 clusters Score -49076.12 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -49285.179688 Penalty: 1974.487427
	Iteration 1F: 3 clusters Score -49285.18 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -49408.144531 Penalty: 1974.487427
	Iteration 2F: 3 clusters Score -49408.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -49492.617188 Penalty: 1974.487427
	Iteration 3F: 3 clusters Score -49492.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -49554.203125 Penalty: 1974.487427
	Iteration 4Q: 3 clusters Score -49554.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -49616.937500 Penalty: 1974.487427
	Iteration 5Q: 3 clusters Score -49616.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -49665.945312 Penalty: 1974.487427
	Iteration 6Q: 3 clusters Score -49665.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -49700.468750 Penalty: 1974.487427
	Iteration 7Q: 3 clusters Score -49700.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -49718.308594 Penalty: 1974.487427
	Iteration 8Q: 3 clusters Score -49718.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -49722.445312 Penalty: 1974.487427
	Iteration 9Q: 3 clusters Score -49722.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -49725.671875 Penalty: 1974.487427
	Iteration 10Q: 3 clusters Score -49725.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -49729.132812 Penalty: 1974.487427
	Iteration 11F: 3 clusters Score -49729.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -49753.839844 Penalty: 1974.487427
	Iteration 12Q: 3 clusters Score -49753.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -49764.332031 Penalty: 1974.487427
	Iteration 13Q: 3 clusters Score -49764.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -49777.691406 Penalty: 1974.487427
	Iteration 14Q: 3 clusters Score -49777.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -49780.406250 Penalty: 1974.487427
	Iteration 15Q: 3 clusters Score -49780.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -49782.613281 Penalty: 1974.487427
	Iteration 16Q: 3 clusters Score -49782.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -49782.613281 Penalty: 1974.487427
	Iteration 17F: 3 clusters Score -49782.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (106841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106841 members 
Entering Unmasked Estep 
Score: -13486663.000000 Penalty: 1881.603271
	Iteration 0F: 2 clusters Score -1.348666e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53537 members 
Mstep: Class 2 contains 53304 members 
Entering Unmasked Estep 
Score: -13424209.000000 Penalty: 3763.206543
	Iteration 0F: 3 clusters Score -1.342421e+07 nChanged 51332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57523 members 
Mstep: Class 2 contains 49318 members 
Entering Unmasked Estep 
Score: -13455369.000000 Penalty: 3763.206543
	Iteration 1F: 3 clusters Score -1.345537e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60079 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -13456737.000000 Penalty: 3763.206543
	Iteration 2Q: 3 clusters Score -1.345674e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63786 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -13458897.000000 Penalty: 3763.206543
	Iteration 3Q: 3 clusters Score -1.34589e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68915 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -13462174.000000 Penalty: 3763.206543
	Iteration 4F: 3 clusters Score -1.346217e+07 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75537 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -13467048.000000 Penalty: 3763.206543
	Iteration 5F: 3 clusters Score -1.346705e+07 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83115 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -13473407.000000 Penalty: 3763.206543
	Iteration 6F: 3 clusters Score -1.347341e+07 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90709 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -13480187.000000 Penalty: 3763.206543
	Iteration 7F: 3 clusters Score -1.348019e+07 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97119 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -13484640.000000 Penalty: 3763.206543
	Iteration 8F: 3 clusters Score -1.348464e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102025 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -13485825.000000 Penalty: 3763.206543
	Iteration 9Q: 3 clusters Score -1.348582e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104742 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -13485543.000000 Penalty: 3763.206543
	Iteration 10Q: 3 clusters Score -1.348554e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105816 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -13485305.000000 Penalty: 3763.206543
	Iteration 11Q: 3 clusters Score -1.34853e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106205 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -13485297.000000 Penalty: 3763.206543
	Iteration 12Q: 3 clusters Score -1.34853e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106348 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -13485307.000000 Penalty: 3763.206543
	Iteration 13Q: 3 clusters Score -1.348531e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106399 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -13485320.000000 Penalty: 3763.206543
	Iteration 14Q: 3 clusters Score -1.348532e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106433 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -13485332.000000 Penalty: 3763.206543
	Iteration 15Q: 3 clusters Score -1.348533e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106448 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -13485336.000000 Penalty: 3763.206543
	Iteration 16Q: 3 clusters Score -1.348534e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106458 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -13485341.000000 Penalty: 3763.206543
	Iteration 17Q: 3 clusters Score -1.348534e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106470 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -13485353.000000 Penalty: 3763.206543
	Iteration 18Q: 3 clusters Score -1.348535e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106478 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -13485363.000000 Penalty: 3763.206543
	Iteration 19Q: 3 clusters Score -1.348536e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106482 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -13485363.000000 Penalty: 3763.206543
	Iteration 20F: 3 clusters Score -1.348536e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106488 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -13485391.000000 Penalty: 3763.206543
	Iteration 21Q: 3 clusters Score -1.348539e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106492 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -13485384.000000 Penalty: 3763.206543
	Iteration 22Q: 3 clusters Score -1.348538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106492 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -13485396.000000 Penalty: 3763.206543
	Iteration 23Q: 3 clusters Score -1.34854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106493 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -13485385.000000 Penalty: 3763.206543
	Iteration 24Q: 3 clusters Score -1.348538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106493 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -13485399.000000 Penalty: 3763.206543
	Iteration 25Q: 3 clusters Score -1.34854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106491 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -13485409.000000 Penalty: 3763.206543
	Iteration 26Q: 3 clusters Score -1.348541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106491 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -13485421.000000 Penalty: 3763.206543
	Iteration 27Q: 3 clusters Score -1.348542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106490 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -13485417.000000 Penalty: 3763.206543
	Iteration 28Q: 3 clusters Score -1.348542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106490 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -13485417.000000 Penalty: 3763.206543
	Iteration 29F: 3 clusters Score -1.348542e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -48131.968750 Penalty: 1012.772827
	Iteration 0F: 2 clusters Score -48131.97 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 253 members 
Entering Unmasked Estep 
Score: -47138.371094 Penalty: 2025.545654
	Iteration 0F: 3 clusters Score -47138.37 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -47431.027344 Penalty: 2025.545654
	Iteration 1F: 3 clusters Score -47431.03 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -47606.742188 Penalty: 2025.545654
	Iteration 2F: 3 clusters Score -47606.74 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47716.320312 Penalty: 2025.545654
	Iteration 3F: 3 clusters Score -47716.32 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -47793.199219 Penalty: 2025.545654
	Iteration 4F: 3 clusters Score -47793.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -47839.007812 Penalty: 2025.545654
	Iteration 5Q: 3 clusters Score -47839.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -47902.308594 Penalty: 2025.545654
	Iteration 6Q: 3 clusters Score -47902.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -47978.324219 Penalty: 2025.545654
	Iteration 7Q: 3 clusters Score -47978.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -48028.492188 Penalty: 2025.545654
	Iteration 8Q: 3 clusters Score -48028.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -48072.402344 Penalty: 2025.545654
	Iteration 9Q: 3 clusters Score -48072.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48091.175781 Penalty: 2025.545654
	Iteration 10Q: 3 clusters Score -48091.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48117.113281 Penalty: 2025.545654
	Iteration 11Q: 3 clusters Score -48117.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -48128.000000 Penalty: 2025.545654
	Iteration 12Q: 3 clusters Score -48128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48132.191406 Penalty: 2025.545654
	Iteration 13Q: 3 clusters Score -48132.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -48134.726562 Penalty: 2025.545654
	Iteration 14Q: 3 clusters Score -48134.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48136.480469 Penalty: 2025.545654
	Iteration 15Q: 3 clusters Score -48136.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48141.324219 Penalty: 2025.545654
	Iteration 16F: 3 clusters Score -48141.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -48175.371094 Penalty: 2025.545654
	Iteration 17Q: 3 clusters Score -48175.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -48180.566406 Penalty: 2025.545654
	Iteration 18Q: 3 clusters Score -48180.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -48180.566406 Penalty: 2025.545654
	Iteration 19F: 3 clusters Score -48180.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 106050 members 
Mstep: Class 3 contains 6587 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9447 members 
Mstep: Class 6 contains 42995 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 6929 members 
Mstep: Class 9 contains 89831 members 
Mstep: Class 10 contains 80142 members 
Mstep: Class 11 contains 97205 members 
Mstep: Class 12 contains 48360 members 
Mstep: Class 13 contains 4970 members 
Mstep: Class 14 contains 103772 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6024 members 
Mstep: Class 19 contains 3507 members 
Mstep: Class 20 contains 25058 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9760 members 
Mstep: Class 25 contains 96853 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6784 members 
Mstep: Class 28 contains 3573 members 
Mstep: Class 29 contains 3301 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 13559 members 
Mstep: Class 34 contains 10068 members 
Mstep: Class 35 contains 9818 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 106841 members 
Mstep: Class 38 contains 320 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8296 members 
Mstep: Class 41 contains 1623 members 
Mstep: Class 42 contains 189 members 
Entering Unmasked Estep 
Score: -111780128.000000 Penalty: 93710.203125
Splitting cluster 38 changes total score from -111781240.000000 to -111780128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (1226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Entering Unmasked Estep 
Score: -135922.296875 Penalty: 1155.620728
	Iteration 0F: 2 clusters Score -135922.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -134336.765625 Penalty: 2311.241455
	Iteration 0F: 3 clusters Score -134336.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -134710.812500 Penalty: 2311.241455
	Iteration 1F: 3 clusters Score -134710.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -134891.203125 Penalty: 2311.241455
	Iteration 2F: 3 clusters Score -134891.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -135074.546875 Penalty: 2311.241455
	Iteration 3F: 3 clusters Score -135074.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -135157.062500 Penalty: 2311.241455
	Iteration 4Q: 3 clusters Score -135157.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -135211.468750 Penalty: 2311.241455
	Iteration 5Q: 3 clusters Score -135211.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -135245.359375 Penalty: 2311.241455
	Iteration 6Q: 3 clusters Score -135245.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -135293.265625 Penalty: 2311.241455
	Iteration 7Q: 3 clusters Score -135293.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -135319.781250 Penalty: 2311.241455
	Iteration 8Q: 3 clusters Score -135319.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -135353.328125 Penalty: 2311.241455
	Iteration 9Q: 3 clusters Score -135353.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -135380.312500 Penalty: 2311.241455
	Iteration 10Q: 3 clusters Score -135380.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -135404.500000 Penalty: 2311.241455
	Iteration 11Q: 3 clusters Score -135404.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -135428.093750 Penalty: 2311.241455
	Iteration 12Q: 3 clusters Score -135428.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -135438.734375 Penalty: 2311.241455
	Iteration 13Q: 3 clusters Score -135438.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -135448.296875 Penalty: 2311.241455
	Iteration 14Q: 3 clusters Score -135448.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -135457.093750 Penalty: 2311.241455
	Iteration 15Q: 3 clusters Score -135457.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -135459.515625 Penalty: 2311.241455
	Iteration 16Q: 3 clusters Score -135459.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -135461.031250 Penalty: 2311.241455
	Iteration 17Q: 3 clusters Score -135461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -135461.421875 Penalty: 2311.241455
	Iteration 18Q: 3 clusters Score -135461.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -135461.421875 Penalty: 2311.241455
	Iteration 19F: 3 clusters Score -135461.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Entering Unmasked Estep 
Score: -1026844.250000 Penalty: 1466.323486
	Iteration 0F: 2 clusters Score -1026844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1020748.125000 Penalty: 2932.646973
	Iteration 0F: 3 clusters Score -1020748 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1022723.125000 Penalty: 2932.646973
	Iteration 1F: 3 clusters Score -1022723 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1022959.375000 Penalty: 2932.646973
	Iteration 2F: 3 clusters Score -1022959 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1023128.437500 Penalty: 2932.646973
	Iteration 3Q: 3 clusters Score -1023128 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1023279.250000 Penalty: 2932.646973
	Iteration 4Q: 3 clusters Score -1023279 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1023443.812500 Penalty: 2932.646973
	Iteration 5Q: 3 clusters Score -1023444 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1023638.000000 Penalty: 2932.646973
	Iteration 6Q: 3 clusters Score -1023638 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1023849.562500 Penalty: 2932.646973
	Iteration 7Q: 3 clusters Score -1023850 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1024092.312500 Penalty: 2932.646973
	Iteration 8Q: 3 clusters Score -1024092 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1024362.062500 Penalty: 2932.646973
	Iteration 9Q: 3 clusters Score -1024362 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1024650.437500 Penalty: 2932.646973
	Iteration 10Q: 3 clusters Score -1024650 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1024898.375000 Penalty: 2932.646973
	Iteration 11Q: 3 clusters Score -1024898 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1025116.250000 Penalty: 2932.646973
	Iteration 12Q: 3 clusters Score -1025116 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1025292.812500 Penalty: 2932.646973
	Iteration 13Q: 3 clusters Score -1025293 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1025412.625000 Penalty: 2932.646973
	Iteration 14Q: 3 clusters Score -1025413 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1025488.125000 Penalty: 2932.646973
	Iteration 15Q: 3 clusters Score -1025488 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1025529.000000 Penalty: 2932.646973
	Iteration 16Q: 3 clusters Score -1025529 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1025569.562500 Penalty: 2932.646973
	Iteration 17Q: 3 clusters Score -1025570 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1025593.312500 Penalty: 2932.646973
	Iteration 18Q: 3 clusters Score -1025593 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1025616.312500 Penalty: 2932.646973
	Iteration 19Q: 3 clusters Score -1025616 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1025638.125000 Penalty: 2932.646973
	Iteration 20F: 3 clusters Score -1025638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1025647.875000 Penalty: 2932.646973
	Iteration 21Q: 3 clusters Score -1025648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1025658.437500 Penalty: 2932.646973
	Iteration 22Q: 3 clusters Score -1025658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1025667.875000 Penalty: 2932.646973
	Iteration 23Q: 3 clusters Score -1025668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1025674.750000 Penalty: 2932.646973
	Iteration 24Q: 3 clusters Score -1025675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1025679.375000 Penalty: 2932.646973
	Iteration 25Q: 3 clusters Score -1025679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1025685.375000 Penalty: 2932.646973
	Iteration 26Q: 3 clusters Score -1025685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1025690.500000 Penalty: 2932.646973
	Iteration 27Q: 3 clusters Score -1025690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1025693.500000 Penalty: 2932.646973
	Iteration 28Q: 3 clusters Score -1025694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1025699.062500 Penalty: 2932.646973
	Iteration 29Q: 3 clusters Score -1025699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1025702.062500 Penalty: 2932.646973
	Iteration 30Q: 3 clusters Score -1025702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1025708.375000 Penalty: 2932.646973
	Iteration 31Q: 3 clusters Score -1025708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1025711.062500 Penalty: 2932.646973
	Iteration 32Q: 3 clusters Score -1025711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1025714.812500 Penalty: 2932.646973
	Iteration 33Q: 3 clusters Score -1025715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1025714.187500 Penalty: 2932.646973
	Iteration 34Q: 3 clusters Score -1025714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1025715.437500 Penalty: 2932.646973
	Iteration 35Q: 3 clusters Score -1025715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1025718.875000 Penalty: 2932.646973
	Iteration 36Q: 3 clusters Score -1025719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1025721.750000 Penalty: 2932.646973
	Iteration 37Q: 3 clusters Score -1025722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1025722.187500 Penalty: 2932.646973
	Iteration 38Q: 3 clusters Score -1025722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1025722.625000 Penalty: 2932.646973
	Iteration 39Q: 3 clusters Score -1025723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1025722.625000 Penalty: 2932.646973
	Iteration 40F: 3 clusters Score -1025723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Entering Unmasked Estep 
Score: -203279.578125 Penalty: 1201.205200
	Iteration 0F: 2 clusters Score -203279.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -201431.656250 Penalty: 2402.410400
	Iteration 0F: 3 clusters Score -201431.7 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -201768.625000 Penalty: 2402.410400
	Iteration 1F: 3 clusters Score -201768.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -201860.187500 Penalty: 2402.410400
	Iteration 2F: 3 clusters Score -201860.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -201897.906250 Penalty: 2402.410400
	Iteration 3Q: 3 clusters Score -201897.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -201917.375000 Penalty: 2402.410400
	Iteration 4Q: 3 clusters Score -201917.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -201924.921875 Penalty: 2402.410400
	Iteration 5Q: 3 clusters Score -201924.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -201931.765625 Penalty: 2402.410400
	Iteration 6Q: 3 clusters Score -201931.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -201941.843750 Penalty: 2402.410400
	Iteration 7Q: 3 clusters Score -201941.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -201948.875000 Penalty: 2402.410400
	Iteration 8Q: 3 clusters Score -201948.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -201956.140625 Penalty: 2402.410400
	Iteration 9Q: 3 clusters Score -201956.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -201961.703125 Penalty: 2402.410400
	Iteration 10Q: 3 clusters Score -201961.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -201969.515625 Penalty: 2402.410400
	Iteration 11Q: 3 clusters Score -201969.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -201977.156250 Penalty: 2402.410400
	Iteration 12Q: 3 clusters Score -201977.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -201980.546875 Penalty: 2402.410400
	Iteration 13Q: 3 clusters Score -201980.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -201984.406250 Penalty: 2402.410400
	Iteration 14Q: 3 clusters Score -201984.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -201985.265625 Penalty: 2402.410400
	Iteration 15Q: 3 clusters Score -201985.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -201986.234375 Penalty: 2402.410400
	Iteration 16Q: 3 clusters Score -201986.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -201986.546875 Penalty: 2402.410400
	Iteration 17Q: 3 clusters Score -201986.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -201986.906250 Penalty: 2402.410400
	Iteration 18Q: 3 clusters Score -201986.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -201987.437500 Penalty: 2402.410400
	Iteration 19Q: 3 clusters Score -201987.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -201987.437500 Penalty: 2402.410400
	Iteration 20F: 3 clusters Score -201987.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 106050 members 
Mstep: Class 3 contains 6587 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9447 members 
Mstep: Class 6 contains 42995 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 6929 members 
Mstep: Class 9 contains 89831 members 
Mstep: Class 10 contains 80142 members 
Mstep: Class 11 contains 97205 members 
Mstep: Class 12 contains 48360 members 
Mstep: Class 13 contains 4970 members 
Mstep: Class 14 contains 103772 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6024 members 
Mstep: Class 19 contains 3507 members 
Mstep: Class 20 contains 25058 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9760 members 
Mstep: Class 25 contains 96853 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6784 members 
Mstep: Class 28 contains 3573 members 
Mstep: Class 29 contains 3301 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 13559 members 
Mstep: Class 34 contains 10068 members 
Mstep: Class 35 contains 9818 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 106841 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8296 members 
Mstep: Class 41 contains 1623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781336.000000 Penalty: 91479.007812
Iteration 199Q: 42 clusters Score -1.117813e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 106062 members 
Mstep: Class 3 contains 6586 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9447 members 
Mstep: Class 6 contains 42975 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 6930 members 
Mstep: Class 9 contains 89882 members 
Mstep: Class 10 contains 80151 members 
Mstep: Class 11 contains 97256 members 
Mstep: Class 12 contains 48343 members 
Mstep: Class 13 contains 4970 members 
Mstep: Class 14 contains 103778 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6023 members 
Mstep: Class 19 contains 3503 members 
Mstep: Class 20 contains 25044 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9760 members 
Mstep: Class 25 contains 96849 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6783 members 
Mstep: Class 28 contains 3561 members 
Mstep: Class 29 contains 3302 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 13559 members 
Mstep: Class 34 contains 10068 members 
Mstep: Class 35 contains 9818 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 106792 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8289 members 
Mstep: Class 41 contains 1622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781392.000000 Penalty: 91479.007812
Iteration 200F: 42 clusters Score -1.117814e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 106098 members 
Mstep: Class 3 contains 6586 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9446 members 
Mstep: Class 6 contains 42951 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 6929 members 
Mstep: Class 9 contains 89938 members 
Mstep: Class 10 contains 80158 members 
Mstep: Class 11 contains 97281 members 
Mstep: Class 12 contains 48331 members 
Mstep: Class 13 contains 4970 members 
Mstep: Class 14 contains 103770 members 
Mstep: Class 15 contains 3081 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6019 members 
Mstep: Class 19 contains 3498 members 
Mstep: Class 20 contains 25030 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9762 members 
Mstep: Class 25 contains 96834 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6781 members 
Mstep: Class 28 contains 3552 members 
Mstep: Class 29 contains 3300 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 286 members 
Mstep: Class 33 contains 13559 members 
Mstep: Class 34 contains 10068 members 
Mstep: Class 35 contains 9817 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 106767 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8285 members 
Mstep: Class 41 contains 1623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781400.000000 Penalty: 91479.007812
Iteration 201Q: 42 clusters Score -1.117814e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 106109 members 
Mstep: Class 3 contains 6585 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9445 members 
Mstep: Class 6 contains 42933 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 6923 members 
Mstep: Class 9 contains 90019 members 
Mstep: Class 10 contains 80166 members 
Mstep: Class 11 contains 97307 members 
Mstep: Class 12 contains 48314 members 
Mstep: Class 13 contains 4972 members 
Mstep: Class 14 contains 103776 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6019 members 
Mstep: Class 19 contains 3498 members 
Mstep: Class 20 contains 25012 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9765 members 
Mstep: Class 25 contains 96817 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6778 members 
Mstep: Class 28 contains 3548 members 
Mstep: Class 29 contains 3304 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 13557 members 
Mstep: Class 34 contains 10068 members 
Mstep: Class 35 contains 9813 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 106715 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8285 members 
Mstep: Class 41 contains 1624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781384.000000 Penalty: 91479.007812
Iteration 202Q: 42 clusters Score -1.117814e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 106109 members 
Mstep: Class 3 contains 6585 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9443 members 
Mstep: Class 6 contains 42930 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 6923 members 
Mstep: Class 9 contains 90093 members 
Mstep: Class 10 contains 80152 members 
Mstep: Class 11 contains 97333 members 
Mstep: Class 12 contains 48308 members 
Mstep: Class 13 contains 4972 members 
Mstep: Class 14 contains 103779 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6019 members 
Mstep: Class 19 contains 3497 members 
Mstep: Class 20 contains 24999 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9761 members 
Mstep: Class 25 contains 96816 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6778 members 
Mstep: Class 28 contains 3534 members 
Mstep: Class 29 contains 3306 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 13556 members 
Mstep: Class 34 contains 10069 members 
Mstep: Class 35 contains 9809 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 106667 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8291 members 
Mstep: Class 41 contains 1625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781584.000000 Penalty: 91479.007812
Iteration 203Q: 42 clusters Score -1.117816e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 106137 members 
Mstep: Class 3 contains 6585 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9443 members 
Mstep: Class 6 contains 42922 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 6921 members 
Mstep: Class 9 contains 90158 members 
Mstep: Class 10 contains 80143 members 
Mstep: Class 11 contains 97329 members 
Mstep: Class 12 contains 48313 members 
Mstep: Class 13 contains 4969 members 
Mstep: Class 14 contains 103780 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6015 members 
Mstep: Class 19 contains 3497 members 
Mstep: Class 20 contains 24981 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9759 members 
Mstep: Class 25 contains 96818 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6778 members 
Mstep: Class 28 contains 3519 members 
Mstep: Class 29 contains 3306 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13553 members 
Mstep: Class 34 contains 10069 members 
Mstep: Class 35 contains 9807 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 106631 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8295 members 
Mstep: Class 41 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781408.000000 Penalty: 91479.007812
Iteration 204Q: 42 clusters Score -1.117814e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 106158 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9443 members 
Mstep: Class 6 contains 42913 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 6922 members 
Mstep: Class 9 contains 90226 members 
Mstep: Class 10 contains 80134 members 
Mstep: Class 11 contains 97339 members 
Mstep: Class 12 contains 48316 members 
Mstep: Class 13 contains 4967 members 
Mstep: Class 14 contains 103755 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6012 members 
Mstep: Class 19 contains 3495 members 
Mstep: Class 20 contains 24974 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9754 members 
Mstep: Class 25 contains 96828 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6782 members 
Mstep: Class 28 contains 3513 members 
Mstep: Class 29 contains 3307 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13552 members 
Mstep: Class 34 contains 10069 members 
Mstep: Class 35 contains 9806 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 106579 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8297 members 
Mstep: Class 41 contains 1628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781376.000000 Penalty: 91479.007812
Iteration 205Q: 42 clusters Score -1.117814e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 106189 members 
Mstep: Class 3 contains 6585 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9442 members 
Mstep: Class 6 contains 42888 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 6925 members 
Mstep: Class 9 contains 90297 members 
Mstep: Class 10 contains 80128 members 
Mstep: Class 11 contains 97347 members 
Mstep: Class 12 contains 48315 members 
Mstep: Class 13 contains 4966 members 
Mstep: Class 14 contains 103710 members 
Mstep: Class 15 contains 3084 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6006 members 
Mstep: Class 19 contains 3495 members 
Mstep: Class 20 contains 24968 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9756 members 
Mstep: Class 25 contains 96853 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6783 members 
Mstep: Class 28 contains 3509 members 
Mstep: Class 29 contains 3307 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13550 members 
Mstep: Class 34 contains 10069 members 
Mstep: Class 35 contains 9806 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 106532 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8296 members 
Mstep: Class 41 contains 1630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781424.000000 Penalty: 91479.007812
Iteration 206Q: 42 clusters Score -1.117814e+08 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 106198 members 
Mstep: Class 3 contains 6586 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9443 members 
Mstep: Class 6 contains 42882 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 6927 members 
Mstep: Class 9 contains 90366 members 
Mstep: Class 10 contains 80135 members 
Mstep: Class 11 contains 97366 members 
Mstep: Class 12 contains 48314 members 
Mstep: Class 13 contains 4964 members 
Mstep: Class 14 contains 103678 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 6001 members 
Mstep: Class 19 contains 3494 members 
Mstep: Class 20 contains 24956 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9755 members 
Mstep: Class 25 contains 96865 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6781 members 
Mstep: Class 28 contains 3507 members 
Mstep: Class 29 contains 3307 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13546 members 
Mstep: Class 34 contains 10069 members 
Mstep: Class 35 contains 9805 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 106486 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8293 members 
Mstep: Class 41 contains 1630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781392.000000 Penalty: 91479.007812
Iteration 207Q: 42 clusters Score -1.117814e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 106224 members 
Mstep: Class 3 contains 6587 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9442 members 
Mstep: Class 6 contains 42878 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 6927 members 
Mstep: Class 9 contains 90428 members 
Mstep: Class 10 contains 80141 members 
Mstep: Class 11 contains 97388 members 
Mstep: Class 12 contains 48307 members 
Mstep: Class 13 contains 4959 members 
Mstep: Class 14 contains 103604 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5999 members 
Mstep: Class 19 contains 3495 members 
Mstep: Class 20 contains 24953 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9763 members 
Mstep: Class 25 contains 96880 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6782 members 
Mstep: Class 28 contains 3504 members 
Mstep: Class 29 contains 3305 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13543 members 
Mstep: Class 34 contains 10069 members 
Mstep: Class 35 contains 9807 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 106451 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8290 members 
Mstep: Class 41 contains 1630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781760.000000 Penalty: 91479.007812
Iteration 208Q: 42 clusters Score -1.117818e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 106254 members 
Mstep: Class 3 contains 6586 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9442 members 
Mstep: Class 6 contains 42866 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 6921 members 
Mstep: Class 9 contains 90494 members 
Mstep: Class 10 contains 80148 members 
Mstep: Class 11 contains 97397 members 
Mstep: Class 12 contains 48308 members 
Mstep: Class 13 contains 4956 members 
Mstep: Class 14 contains 103536 members 
Mstep: Class 15 contains 3080 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5999 members 
Mstep: Class 19 contains 3493 members 
Mstep: Class 20 contains 24932 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9764 members 
Mstep: Class 25 contains 96889 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6782 members 
Mstep: Class 28 contains 3502 members 
Mstep: Class 29 contains 3304 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13545 members 
Mstep: Class 34 contains 10071 members 
Mstep: Class 35 contains 9808 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 106436 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8294 members 
Mstep: Class 41 contains 1630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781656.000000 Penalty: 91479.007812
Iteration 209Q: 42 clusters Score -1.117817e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 106249 members 
Mstep: Class 3 contains 6585 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9442 members 
Mstep: Class 6 contains 42852 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 6921 members 
Mstep: Class 9 contains 90561 members 
Mstep: Class 10 contains 80168 members 
Mstep: Class 11 contains 97413 members 
Mstep: Class 12 contains 48304 members 
Mstep: Class 13 contains 4953 members 
Mstep: Class 14 contains 103520 members 
Mstep: Class 15 contains 3080 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5999 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 24901 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1661 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9766 members 
Mstep: Class 25 contains 96896 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6782 members 
Mstep: Class 28 contains 3501 members 
Mstep: Class 29 contains 3300 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13545 members 
Mstep: Class 34 contains 10072 members 
Mstep: Class 35 contains 9804 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 106402 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8297 members 
Mstep: Class 41 contains 1631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781920.000000 Penalty: 91479.007812
Iteration 210Q: 42 clusters Score -1.117819e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 106272 members 
Mstep: Class 3 contains 6586 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9442 members 
Mstep: Class 6 contains 42828 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 6921 members 
Mstep: Class 9 contains 90635 members 
Mstep: Class 10 contains 80167 members 
Mstep: Class 11 contains 97416 members 
Mstep: Class 12 contains 48295 members 
Mstep: Class 13 contains 4955 members 
Mstep: Class 14 contains 103480 members 
Mstep: Class 15 contains 3080 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5995 members 
Mstep: Class 19 contains 3495 members 
Mstep: Class 20 contains 24879 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1661 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9781 members 
Mstep: Class 25 contains 96900 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6781 members 
Mstep: Class 28 contains 3500 members 
Mstep: Class 29 contains 3300 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13548 members 
Mstep: Class 34 contains 10073 members 
Mstep: Class 35 contains 9801 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 106380 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8293 members 
Mstep: Class 41 contains 1632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781896.000000 Penalty: 91479.007812
Iteration 211Q: 42 clusters Score -1.117819e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 106290 members 
Mstep: Class 3 contains 6585 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9443 members 
Mstep: Class 6 contains 42808 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 6922 members 
Mstep: Class 9 contains 90704 members 
Mstep: Class 10 contains 80151 members 
Mstep: Class 11 contains 97397 members 
Mstep: Class 12 contains 48299 members 
Mstep: Class 13 contains 4956 members 
Mstep: Class 14 contains 103482 members 
Mstep: Class 15 contains 3080 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5989 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 24851 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1661 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9789 members 
Mstep: Class 25 contains 96920 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6780 members 
Mstep: Class 28 contains 3498 members 
Mstep: Class 29 contains 3300 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13549 members 
Mstep: Class 34 contains 10074 members 
Mstep: Class 35 contains 9801 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 106351 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8290 members 
Mstep: Class 41 contains 1633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782032.000000 Penalty: 91479.007812
Iteration 212Q: 42 clusters Score -1.11782e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 106310 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9443 members 
Mstep: Class 6 contains 42790 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 6922 members 
Mstep: Class 9 contains 90796 members 
Mstep: Class 10 contains 80137 members 
Mstep: Class 11 contains 97385 members 
Mstep: Class 12 contains 48303 members 
Mstep: Class 13 contains 4955 members 
Mstep: Class 14 contains 103492 members 
Mstep: Class 15 contains 3081 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5985 members 
Mstep: Class 19 contains 3493 members 
Mstep: Class 20 contains 24820 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1661 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9794 members 
Mstep: Class 25 contains 96920 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6779 members 
Mstep: Class 28 contains 3494 members 
Mstep: Class 29 contains 3302 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13553 members 
Mstep: Class 34 contains 10076 members 
Mstep: Class 35 contains 9803 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 106293 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8293 members 
Mstep: Class 41 contains 1632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782040.000000 Penalty: 91479.007812
Iteration 213Q: 42 clusters Score -1.11782e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 106359 members 
Mstep: Class 3 contains 6582 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9443 members 
Mstep: Class 6 contains 42772 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 6919 members 
Mstep: Class 9 contains 90886 members 
Mstep: Class 10 contains 80128 members 
Mstep: Class 11 contains 97364 members 
Mstep: Class 12 contains 48302 members 
Mstep: Class 13 contains 4955 members 
Mstep: Class 14 contains 103467 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5978 members 
Mstep: Class 19 contains 3493 members 
Mstep: Class 20 contains 24804 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1661 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 96943 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6779 members 
Mstep: Class 28 contains 3490 members 
Mstep: Class 29 contains 3305 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13555 members 
Mstep: Class 34 contains 10077 members 
Mstep: Class 35 contains 9805 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 106225 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8294 members 
Mstep: Class 41 contains 1630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782104.000000 Penalty: 91479.007812
Iteration 214Q: 42 clusters Score -1.117821e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 106387 members 
Mstep: Class 3 contains 6582 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9443 members 
Mstep: Class 6 contains 42760 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 6922 members 
Mstep: Class 9 contains 90988 members 
Mstep: Class 10 contains 80118 members 
Mstep: Class 11 contains 97318 members 
Mstep: Class 12 contains 48310 members 
Mstep: Class 13 contains 4956 members 
Mstep: Class 14 contains 103441 members 
Mstep: Class 15 contains 3084 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5969 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 24803 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9799 members 
Mstep: Class 25 contains 96974 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6780 members 
Mstep: Class 28 contains 3486 members 
Mstep: Class 29 contains 3306 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13558 members 
Mstep: Class 34 contains 10078 members 
Mstep: Class 35 contains 9805 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 106151 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8292 members 
Mstep: Class 41 contains 1628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782288.000000 Penalty: 91479.007812
Iteration 215Q: 42 clusters Score -1.117823e+08 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 106421 members 
Mstep: Class 3 contains 6581 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9443 members 
Mstep: Class 6 contains 42756 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 6924 members 
Mstep: Class 9 contains 91083 members 
Mstep: Class 10 contains 80116 members 
Mstep: Class 11 contains 97299 members 
Mstep: Class 12 contains 48310 members 
Mstep: Class 13 contains 4956 members 
Mstep: Class 14 contains 103412 members 
Mstep: Class 15 contains 3086 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5954 members 
Mstep: Class 19 contains 3490 members 
Mstep: Class 20 contains 24797 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9802 members 
Mstep: Class 25 contains 97017 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6780 members 
Mstep: Class 28 contains 3485 members 
Mstep: Class 29 contains 3305 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13554 members 
Mstep: Class 34 contains 10079 members 
Mstep: Class 35 contains 9807 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 106052 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8292 members 
Mstep: Class 41 contains 1627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782320.000000 Penalty: 91479.007812
Iteration 216Q: 42 clusters Score -1.117823e+08 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 106470 members 
Mstep: Class 3 contains 6579 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9443 members 
Mstep: Class 6 contains 42754 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 6922 members 
Mstep: Class 9 contains 91193 members 
Mstep: Class 10 contains 80104 members 
Mstep: Class 11 contains 97249 members 
Mstep: Class 12 contains 48316 members 
Mstep: Class 13 contains 4956 members 
Mstep: Class 14 contains 103369 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5947 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 24785 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9809 members 
Mstep: Class 25 contains 97061 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6778 members 
Mstep: Class 28 contains 3484 members 
Mstep: Class 29 contains 3305 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13554 members 
Mstep: Class 34 contains 10082 members 
Mstep: Class 35 contains 9806 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 105968 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8291 members 
Mstep: Class 41 contains 1627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782288.000000 Penalty: 91479.007812
Iteration 217Q: 42 clusters Score -1.117823e+08 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 106498 members 
Mstep: Class 3 contains 6578 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9443 members 
Mstep: Class 6 contains 42752 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 6920 members 
Mstep: Class 9 contains 91277 members 
Mstep: Class 10 contains 80091 members 
Mstep: Class 11 contains 97201 members 
Mstep: Class 12 contains 48324 members 
Mstep: Class 13 contains 4957 members 
Mstep: Class 14 contains 103346 members 
Mstep: Class 15 contains 3087 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5946 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 24778 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9813 members 
Mstep: Class 25 contains 97102 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6780 members 
Mstep: Class 28 contains 3482 members 
Mstep: Class 29 contains 3306 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13558 members 
Mstep: Class 34 contains 10085 members 
Mstep: Class 35 contains 9806 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 105895 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8289 members 
Mstep: Class 41 contains 1627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782456.000000 Penalty: 91479.007812
Iteration 218Q: 42 clusters Score -1.117825e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 106533 members 
Mstep: Class 3 contains 6578 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9444 members 
Mstep: Class 6 contains 42742 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 6921 members 
Mstep: Class 9 contains 91388 members 
Mstep: Class 10 contains 80088 members 
Mstep: Class 11 contains 97152 members 
Mstep: Class 12 contains 48318 members 
Mstep: Class 13 contains 4955 members 
Mstep: Class 14 contains 103322 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5939 members 
Mstep: Class 19 contains 3483 members 
Mstep: Class 20 contains 24763 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9816 members 
Mstep: Class 25 contains 97126 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6777 members 
Mstep: Class 28 contains 3479 members 
Mstep: Class 29 contains 3308 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13560 members 
Mstep: Class 34 contains 10086 members 
Mstep: Class 35 contains 9809 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 105836 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8287 members 
Mstep: Class 41 contains 1627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782192.000000 Penalty: 91479.007812
Iteration 219Q: 42 clusters Score -1.117822e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 106575 members 
Mstep: Class 3 contains 6577 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9444 members 
Mstep: Class 6 contains 42737 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 6923 members 
Mstep: Class 9 contains 91481 members 
Mstep: Class 10 contains 80102 members 
Mstep: Class 11 contains 97105 members 
Mstep: Class 12 contains 48312 members 
Mstep: Class 13 contains 4952 members 
Mstep: Class 14 contains 103283 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5927 members 
Mstep: Class 19 contains 3480 members 
Mstep: Class 20 contains 24750 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1658 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9819 members 
Mstep: Class 25 contains 97166 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6776 members 
Mstep: Class 28 contains 3476 members 
Mstep: Class 29 contains 3312 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13559 members 
Mstep: Class 34 contains 10084 members 
Mstep: Class 35 contains 9811 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 105774 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8285 members 
Mstep: Class 41 contains 1628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782360.000000 Penalty: 91479.007812
Iteration 220F: 42 clusters Score -1.117824e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 106664 members 
Mstep: Class 3 contains 6579 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9446 members 
Mstep: Class 6 contains 42730 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 6924 members 
Mstep: Class 9 contains 91573 members 
Mstep: Class 10 contains 80102 members 
Mstep: Class 11 contains 97083 members 
Mstep: Class 12 contains 48318 members 
Mstep: Class 13 contains 4956 members 
Mstep: Class 14 contains 103183 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5916 members 
Mstep: Class 19 contains 3480 members 
Mstep: Class 20 contains 24747 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1658 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9817 members 
Mstep: Class 25 contains 97182 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6776 members 
Mstep: Class 28 contains 3471 members 
Mstep: Class 29 contains 3318 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 13559 members 
Mstep: Class 34 contains 10083 members 
Mstep: Class 35 contains 9817 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 105705 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8282 members 
Mstep: Class 41 contains 1629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782512.000000 Penalty: 91479.007812
Iteration 221Q: 42 clusters Score -1.117825e+08 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 106698 members 
Mstep: Class 3 contains 6580 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9446 members 
Mstep: Class 6 contains 42718 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 6925 members 
Mstep: Class 9 contains 91692 members 
Mstep: Class 10 contains 80110 members 
Mstep: Class 11 contains 97066 members 
Mstep: Class 12 contains 48317 members 
Mstep: Class 13 contains 4961 members 
Mstep: Class 14 contains 103092 members 
Mstep: Class 15 contains 3090 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5914 members 
Mstep: Class 19 contains 3478 members 
Mstep: Class 20 contains 24741 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9821 members 
Mstep: Class 25 contains 97229 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6774 members 
Mstep: Class 28 contains 3467 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 13556 members 
Mstep: Class 34 contains 10086 members 
Mstep: Class 35 contains 9817 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 105622 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8279 members 
Mstep: Class 41 contains 1630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782488.000000 Penalty: 91479.007812
Iteration 222Q: 42 clusters Score -1.117825e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 106741 members 
Mstep: Class 3 contains 6582 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9447 members 
Mstep: Class 6 contains 42709 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 8 contains 6925 members 
Mstep: Class 9 contains 91804 members 
Mstep: Class 10 contains 80108 members 
Mstep: Class 11 contains 97035 members 
Mstep: Class 12 contains 48312 members 
Mstep: Class 13 contains 4964 members 
Mstep: Class 14 contains 103021 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5909 members 
Mstep: Class 19 contains 3477 members 
Mstep: Class 20 contains 24738 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1658 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9822 members 
Mstep: Class 25 contains 97264 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 3465 members 
Mstep: Class 29 contains 3318 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 13558 members 
Mstep: Class 34 contains 10092 members 
Mstep: Class 35 contains 9816 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 105554 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8276 members 
Mstep: Class 41 contains 1630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782648.000000 Penalty: 91479.007812
Iteration 223Q: 42 clusters Score -1.117826e+08 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 106760 members 
Mstep: Class 3 contains 6580 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9447 members 
Mstep: Class 6 contains 42693 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 6924 members 
Mstep: Class 9 contains 91923 members 
Mstep: Class 10 contains 80103 members 
Mstep: Class 11 contains 96994 members 
Mstep: Class 12 contains 48319 members 
Mstep: Class 13 contains 4966 members 
Mstep: Class 14 contains 102984 members 
Mstep: Class 15 contains 3090 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 3474 members 
Mstep: Class 20 contains 24725 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9827 members 
Mstep: Class 25 contains 97287 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6767 members 
Mstep: Class 28 contains 3464 members 
Mstep: Class 29 contains 3317 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 13555 members 
Mstep: Class 34 contains 10098 members 
Mstep: Class 35 contains 9817 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 105497 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8274 members 
Mstep: Class 41 contains 1631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782496.000000 Penalty: 91479.007812
Iteration 224Q: 42 clusters Score -1.117825e+08 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 106811 members 
Mstep: Class 3 contains 6579 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9447 members 
Mstep: Class 6 contains 42681 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 6926 members 
Mstep: Class 9 contains 92025 members 
Mstep: Class 10 contains 80103 members 
Mstep: Class 11 contains 96946 members 
Mstep: Class 12 contains 48328 members 
Mstep: Class 13 contains 4965 members 
Mstep: Class 14 contains 102939 members 
Mstep: Class 15 contains 3089 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5905 members 
Mstep: Class 19 contains 3475 members 
Mstep: Class 20 contains 24718 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1658 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9827 members 
Mstep: Class 25 contains 97311 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6767 members 
Mstep: Class 28 contains 3464 members 
Mstep: Class 29 contains 3316 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 13555 members 
Mstep: Class 34 contains 10100 members 
Mstep: Class 35 contains 9816 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 105431 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8269 members 
Mstep: Class 41 contains 1632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782576.000000 Penalty: 91479.007812
Iteration 225Q: 42 clusters Score -1.117826e+08 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 106859 members 
Mstep: Class 3 contains 6581 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9447 members 
Mstep: Class 6 contains 42683 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 6925 members 
Mstep: Class 9 contains 92116 members 
Mstep: Class 10 contains 80109 members 
Mstep: Class 11 contains 96900 members 
Mstep: Class 12 contains 48333 members 
Mstep: Class 13 contains 4960 members 
Mstep: Class 14 contains 102930 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5901 members 
Mstep: Class 19 contains 3471 members 
Mstep: Class 20 contains 24704 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1657 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9827 members 
Mstep: Class 25 contains 97327 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6767 members 
Mstep: Class 28 contains 3463 members 
Mstep: Class 29 contains 3316 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13553 members 
Mstep: Class 34 contains 10100 members 
Mstep: Class 35 contains 9814 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 105356 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8262 members 
Mstep: Class 41 contains 1634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782840.000000 Penalty: 91479.007812
Iteration 226Q: 42 clusters Score -1.117828e+08 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 106897 members 
Mstep: Class 3 contains 6580 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9448 members 
Mstep: Class 6 contains 42679 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 6924 members 
Mstep: Class 9 contains 92207 members 
Mstep: Class 10 contains 80129 members 
Mstep: Class 11 contains 96859 members 
Mstep: Class 12 contains 48336 members 
Mstep: Class 13 contains 4962 members 
Mstep: Class 14 contains 102902 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5900 members 
Mstep: Class 19 contains 3469 members 
Mstep: Class 20 contains 24694 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1657 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9834 members 
Mstep: Class 25 contains 97312 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6763 members 
Mstep: Class 28 contains 3463 members 
Mstep: Class 29 contains 3314 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13555 members 
Mstep: Class 34 contains 10102 members 
Mstep: Class 35 contains 9812 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 105306 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8255 members 
Mstep: Class 41 contains 1636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783288.000000 Penalty: 91479.007812
Iteration 227Q: 42 clusters Score -1.117833e+08 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 106921 members 
Mstep: Class 3 contains 6579 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9448 members 
Mstep: Class 6 contains 42675 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 6926 members 
Mstep: Class 9 contains 92317 members 
Mstep: Class 10 contains 80133 members 
Mstep: Class 11 contains 96796 members 
Mstep: Class 12 contains 48333 members 
Mstep: Class 13 contains 4964 members 
Mstep: Class 14 contains 102889 members 
Mstep: Class 15 contains 3090 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5900 members 
Mstep: Class 19 contains 3467 members 
Mstep: Class 20 contains 24688 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1656 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9838 members 
Mstep: Class 25 contains 97310 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6763 members 
Mstep: Class 28 contains 3462 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13560 members 
Mstep: Class 34 contains 10106 members 
Mstep: Class 35 contains 9812 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 105245 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8249 members 
Mstep: Class 41 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783360.000000 Penalty: 91479.007812
Iteration 228Q: 42 clusters Score -1.117834e+08 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 106949 members 
Mstep: Class 3 contains 6580 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9448 members 
Mstep: Class 6 contains 42673 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 6926 members 
Mstep: Class 9 contains 92395 members 
Mstep: Class 10 contains 80147 members 
Mstep: Class 11 contains 96736 members 
Mstep: Class 12 contains 48330 members 
Mstep: Class 13 contains 4964 members 
Mstep: Class 14 contains 102889 members 
Mstep: Class 15 contains 3090 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5900 members 
Mstep: Class 19 contains 3466 members 
Mstep: Class 20 contains 24675 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1656 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9838 members 
Mstep: Class 25 contains 97323 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6760 members 
Mstep: Class 28 contains 3462 members 
Mstep: Class 29 contains 3323 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13564 members 
Mstep: Class 34 contains 10107 members 
Mstep: Class 35 contains 9814 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 105177 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8253 members 
Mstep: Class 41 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783296.000000 Penalty: 91479.007812
Iteration 229Q: 42 clusters Score -1.117833e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 106981 members 
Mstep: Class 3 contains 6578 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9448 members 
Mstep: Class 6 contains 42676 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 6925 members 
Mstep: Class 9 contains 92464 members 
Mstep: Class 10 contains 80167 members 
Mstep: Class 11 contains 96670 members 
Mstep: Class 12 contains 48314 members 
Mstep: Class 13 contains 4965 members 
Mstep: Class 14 contains 102869 members 
Mstep: Class 15 contains 3089 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5893 members 
Mstep: Class 19 contains 3462 members 
Mstep: Class 20 contains 24656 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1654 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9843 members 
Mstep: Class 25 contains 97375 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6761 members 
Mstep: Class 28 contains 3462 members 
Mstep: Class 29 contains 3323 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 843 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13568 members 
Mstep: Class 34 contains 10106 members 
Mstep: Class 35 contains 9816 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 105120 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8255 members 
Mstep: Class 41 contains 1639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783440.000000 Penalty: 91479.007812
Iteration 230Q: 42 clusters Score -1.117834e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 107030 members 
Mstep: Class 3 contains 6578 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9448 members 
Mstep: Class 6 contains 42678 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 6926 members 
Mstep: Class 9 contains 92520 members 
Mstep: Class 10 contains 80192 members 
Mstep: Class 11 contains 96614 members 
Mstep: Class 12 contains 48309 members 
Mstep: Class 13 contains 4962 members 
Mstep: Class 14 contains 102849 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5893 members 
Mstep: Class 19 contains 3467 members 
Mstep: Class 20 contains 24651 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9844 members 
Mstep: Class 25 contains 97370 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6763 members 
Mstep: Class 28 contains 3460 members 
Mstep: Class 29 contains 3327 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 843 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13573 members 
Mstep: Class 34 contains 10107 members 
Mstep: Class 35 contains 9818 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 105070 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8249 members 
Mstep: Class 41 contains 1639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783440.000000 Penalty: 91479.007812
Iteration 231Q: 42 clusters Score -1.117834e+08 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 107087 members 
Mstep: Class 3 contains 6576 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9448 members 
Mstep: Class 6 contains 42676 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 6925 members 
Mstep: Class 9 contains 92576 members 
Mstep: Class 10 contains 80227 members 
Mstep: Class 11 contains 96560 members 
Mstep: Class 12 contains 48298 members 
Mstep: Class 13 contains 4962 members 
Mstep: Class 14 contains 102867 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5890 members 
Mstep: Class 19 contains 3470 members 
Mstep: Class 20 contains 24645 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9848 members 
Mstep: Class 25 contains 97350 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6762 members 
Mstep: Class 28 contains 3459 members 
Mstep: Class 29 contains 3327 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 843 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13568 members 
Mstep: Class 34 contains 10107 members 
Mstep: Class 35 contains 9822 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 105007 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8241 members 
Mstep: Class 41 contains 1639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783392.000000 Penalty: 91479.007812
Iteration 232Q: 42 clusters Score -1.117834e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 107133 members 
Mstep: Class 3 contains 6574 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9448 members 
Mstep: Class 6 contains 42684 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 6924 members 
Mstep: Class 9 contains 92620 members 
Mstep: Class 10 contains 80251 members 
Mstep: Class 11 contains 96494 members 
Mstep: Class 12 contains 48282 members 
Mstep: Class 13 contains 4965 members 
Mstep: Class 14 contains 102892 members 
Mstep: Class 15 contains 3090 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5888 members 
Mstep: Class 19 contains 3469 members 
Mstep: Class 20 contains 24639 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9854 members 
Mstep: Class 25 contains 97356 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6762 members 
Mstep: Class 28 contains 3458 members 
Mstep: Class 29 contains 3331 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 843 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13572 members 
Mstep: Class 34 contains 10107 members 
Mstep: Class 35 contains 9824 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 104930 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8237 members 
Mstep: Class 41 contains 1640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783448.000000 Penalty: 91479.007812
Iteration 233Q: 42 clusters Score -1.117834e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 107180 members 
Mstep: Class 3 contains 6575 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9449 members 
Mstep: Class 6 contains 42695 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 6925 members 
Mstep: Class 9 contains 92667 members 
Mstep: Class 10 contains 80255 members 
Mstep: Class 11 contains 96433 members 
Mstep: Class 12 contains 48257 members 
Mstep: Class 13 contains 4967 members 
Mstep: Class 14 contains 102885 members 
Mstep: Class 15 contains 3090 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5886 members 
Mstep: Class 19 contains 3469 members 
Mstep: Class 20 contains 24635 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9859 members 
Mstep: Class 25 contains 97390 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6763 members 
Mstep: Class 28 contains 3458 members 
Mstep: Class 29 contains 3335 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 843 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13572 members 
Mstep: Class 34 contains 10107 members 
Mstep: Class 35 contains 9821 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 104873 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8235 members 
Mstep: Class 41 contains 1640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783408.000000 Penalty: 91479.007812
Iteration 234Q: 42 clusters Score -1.117834e+08 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 107257 members 
Mstep: Class 3 contains 6574 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9449 members 
Mstep: Class 6 contains 42701 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 6926 members 
Mstep: Class 9 contains 92705 members 
Mstep: Class 10 contains 80260 members 
Mstep: Class 11 contains 96352 members 
Mstep: Class 12 contains 48235 members 
Mstep: Class 13 contains 4966 members 
Mstep: Class 14 contains 102867 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5878 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 24634 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9858 members 
Mstep: Class 25 contains 97451 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6760 members 
Mstep: Class 28 contains 3457 members 
Mstep: Class 29 contains 3340 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 843 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13580 members 
Mstep: Class 34 contains 10108 members 
Mstep: Class 35 contains 9819 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 104810 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8232 members 
Mstep: Class 41 contains 1642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783488.000000 Penalty: 91479.007812
Iteration 235Q: 42 clusters Score -1.117835e+08 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 107341 members 
Mstep: Class 3 contains 6575 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9449 members 
Mstep: Class 6 contains 42713 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 6930 members 
Mstep: Class 9 contains 92756 members 
Mstep: Class 10 contains 80244 members 
Mstep: Class 11 contains 96298 members 
Mstep: Class 12 contains 48213 members 
Mstep: Class 13 contains 4967 members 
Mstep: Class 14 contains 102790 members 
Mstep: Class 15 contains 3092 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5873 members 
Mstep: Class 19 contains 3467 members 
Mstep: Class 20 contains 24633 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9858 members 
Mstep: Class 25 contains 97532 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6760 members 
Mstep: Class 28 contains 3457 members 
Mstep: Class 29 contains 3341 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 843 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13581 members 
Mstep: Class 34 contains 10108 members 
Mstep: Class 35 contains 9822 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 104748 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8227 members 
Mstep: Class 41 contains 1645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783528.000000 Penalty: 91479.007812
Iteration 236Q: 42 clusters Score -1.117835e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 107434 members 
Mstep: Class 3 contains 6575 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9449 members 
Mstep: Class 6 contains 42713 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 6927 members 
Mstep: Class 9 contains 92812 members 
Mstep: Class 10 contains 80261 members 
Mstep: Class 11 contains 96256 members 
Mstep: Class 12 contains 48193 members 
Mstep: Class 13 contains 4967 members 
Mstep: Class 14 contains 102733 members 
Mstep: Class 15 contains 3092 members 
Mstep: Class 16 contains 1383 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5866 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 24622 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9860 members 
Mstep: Class 25 contains 97583 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6761 members 
Mstep: Class 28 contains 3457 members 
Mstep: Class 29 contains 3342 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 843 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13582 members 
Mstep: Class 34 contains 10109 members 
Mstep: Class 35 contains 9823 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 104670 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8219 members 
Mstep: Class 41 contains 1645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783552.000000 Penalty: 91479.007812
Iteration 237Q: 42 clusters Score -1.117836e+08 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 107502 members 
Mstep: Class 3 contains 6573 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9449 members 
Mstep: Class 6 contains 42707 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 6925 members 
Mstep: Class 9 contains 92874 members 
Mstep: Class 10 contains 80290 members 
Mstep: Class 11 contains 96238 members 
Mstep: Class 12 contains 48173 members 
Mstep: Class 13 contains 4964 members 
Mstep: Class 14 contains 102664 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5862 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 24619 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9860 members 
Mstep: Class 25 contains 97614 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6763 members 
Mstep: Class 28 contains 3456 members 
Mstep: Class 29 contains 3344 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 843 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13577 members 
Mstep: Class 34 contains 10109 members 
Mstep: Class 35 contains 9822 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 104623 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 8207 members 
Mstep: Class 41 contains 1645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783624.000000 Penalty: 91479.007812
Iteration 238Q: 42 clusters Score -1.117836e+08 nChanged 1096
Entering ConstructFrom: 
Score: -111783624.000000 Penalty: 91479.007812
Entering ConstructFrom: 
Trying to split cluster 1 (3096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Entering Unmasked Estep 
Score: -387974.312500 Penalty: 1306.153320
	Iteration 0F: 2 clusters Score -387974.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -385132.062500 Penalty: 2612.306641
	Iteration 0F: 3 clusters Score -385132.1 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -385830.468750 Penalty: 2612.306641
	Iteration 1F: 3 clusters Score -385830.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -385979.218750 Penalty: 2612.306641
	Iteration 2F: 3 clusters Score -385979.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -386070.125000 Penalty: 2612.306641
	Iteration 3F: 3 clusters Score -386070.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -386129.718750 Penalty: 2612.306641
	Iteration 4Q: 3 clusters Score -386129.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -386176.656250 Penalty: 2612.306641
	Iteration 5Q: 3 clusters Score -386176.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -386218.156250 Penalty: 2612.306641
	Iteration 6Q: 3 clusters Score -386218.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -386240.687500 Penalty: 2612.306641
	Iteration 7Q: 3 clusters Score -386240.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -386251.875000 Penalty: 2612.306641
	Iteration 8Q: 3 clusters Score -386251.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -386261.937500 Penalty: 2612.306641
	Iteration 9Q: 3 clusters Score -386261.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -386268.343750 Penalty: 2612.306641
	Iteration 10Q: 3 clusters Score -386268.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -386278.218750 Penalty: 2612.306641
	Iteration 11Q: 3 clusters Score -386278.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -386294.968750 Penalty: 2612.306641
	Iteration 12Q: 3 clusters Score -386295 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -386308.406250 Penalty: 2612.306641
	Iteration 13Q: 3 clusters Score -386308.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -386320.906250 Penalty: 2612.306641
	Iteration 14Q: 3 clusters Score -386320.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -386329.031250 Penalty: 2612.306641
	Iteration 15Q: 3 clusters Score -386329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -386335.437500 Penalty: 2612.306641
	Iteration 16Q: 3 clusters Score -386335.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -386337.937500 Penalty: 2612.306641
	Iteration 17Q: 3 clusters Score -386337.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -386338.875000 Penalty: 2612.306641
	Iteration 18Q: 3 clusters Score -386338.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -386339.750000 Penalty: 2612.306641
	Iteration 19Q: 3 clusters Score -386339.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -386341.750000 Penalty: 2612.306641
	Iteration 20F: 3 clusters Score -386341.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -386342.156250 Penalty: 2612.306641
	Iteration 21Q: 3 clusters Score -386342.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -386343.500000 Penalty: 2612.306641
	Iteration 22Q: 3 clusters Score -386343.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -386344.187500 Penalty: 2612.306641
	Iteration 23Q: 3 clusters Score -386344.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -386345.250000 Penalty: 2612.306641
	Iteration 24Q: 3 clusters Score -386345.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -386345.250000 Penalty: 2612.306641
	Iteration 25F: 3 clusters Score -386345.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (107583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107583 members 
Entering Unmasked Estep 
Score: -13439880.000000 Penalty: 1882.727905
	Iteration 0F: 2 clusters Score -1.343988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53662 members 
Mstep: Class 2 contains 53921 members 
Entering Unmasked Estep 
Score: -13370687.000000 Penalty: 3765.455811
	Iteration 0F: 3 clusters Score -1.337069e+07 nChanged 51613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 56482 members 
Entering Unmasked Estep 
Score: -13400749.000000 Penalty: 3765.455811
	Iteration 1F: 3 clusters Score -1.340075e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 58229 members 
Entering Unmasked Estep 
Score: -13401853.000000 Penalty: 3765.455811
	Iteration 2Q: 3 clusters Score -1.340185e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 60795 members 
Entering Unmasked Estep 
Score: -13403566.000000 Penalty: 3765.455811
	Iteration 3Q: 3 clusters Score -1.340357e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 64359 members 
Entering Unmasked Estep 
Score: -13406804.000000 Penalty: 3765.455811
	Iteration 4F: 3 clusters Score -1.34068e+07 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 68788 members 
Entering Unmasked Estep 
Score: -13411936.000000 Penalty: 3765.455811
	Iteration 5F: 3 clusters Score -1.341194e+07 nChanged 8903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 73227 members 
Entering Unmasked Estep 
Score: -13418986.000000 Penalty: 3765.455811
	Iteration 6F: 3 clusters Score -1.341899e+07 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 76057 members 
Entering Unmasked Estep 
Score: -13425925.000000 Penalty: 3765.455811
	Iteration 7F: 3 clusters Score -1.342592e+07 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 76591 members 
Entering Unmasked Estep 
Score: -13430682.000000 Penalty: 3765.455811
	Iteration 8F: 3 clusters Score -1.343068e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 76119 members 
Entering Unmasked Estep 
Score: -13432473.000000 Penalty: 3765.455811
	Iteration 9Q: 3 clusters Score -1.343247e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 75390 members 
Entering Unmasked Estep 
Score: -13433160.000000 Penalty: 3765.455811
	Iteration 10Q: 3 clusters Score -1.343316e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 74582 members 
Entering Unmasked Estep 
Score: -13433446.000000 Penalty: 3765.455811
	Iteration 11Q: 3 clusters Score -1.343345e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 73698 members 
Entering Unmasked Estep 
Score: -13433746.000000 Penalty: 3765.455811
	Iteration 12Q: 3 clusters Score -1.343375e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 72820 members 
Entering Unmasked Estep 
Score: -13433882.000000 Penalty: 3765.455811
	Iteration 13Q: 3 clusters Score -1.343388e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 71943 members 
Entering Unmasked Estep 
Score: -13433934.000000 Penalty: 3765.455811
	Iteration 14Q: 3 clusters Score -1.343393e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 71081 members 
Entering Unmasked Estep 
Score: -13433944.000000 Penalty: 3765.455811
	Iteration 15Q: 3 clusters Score -1.343394e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 70306 members 
Entering Unmasked Estep 
Score: -13433933.000000 Penalty: 3765.455811
	Iteration 16Q: 3 clusters Score -1.343393e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 69542 members 
Entering Unmasked Estep 
Score: -13433948.000000 Penalty: 3765.455811
	Iteration 17Q: 3 clusters Score -1.343395e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 68759 members 
Entering Unmasked Estep 
Score: -13433922.000000 Penalty: 3765.455811
	Iteration 18Q: 3 clusters Score -1.343392e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 68013 members 
Entering Unmasked Estep 
Score: -13433869.000000 Penalty: 3765.455811
	Iteration 19Q: 3 clusters Score -1.343387e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 67289 members 
Entering Unmasked Estep 
Score: -13433807.000000 Penalty: 3765.455811
	Iteration 20F: 3 clusters Score -1.343381e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 66580 members 
Entering Unmasked Estep 
Score: -13433726.000000 Penalty: 3765.455811
	Iteration 21Q: 3 clusters Score -1.343373e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 65900 members 
Entering Unmasked Estep 
Score: -13433689.000000 Penalty: 3765.455811
	Iteration 22Q: 3 clusters Score -1.343369e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 65253 members 
Entering Unmasked Estep 
Score: -13433664.000000 Penalty: 3765.455811
	Iteration 23Q: 3 clusters Score -1.343366e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 64610 members 
Entering Unmasked Estep 
Score: -13433521.000000 Penalty: 3765.455811
	Iteration 24Q: 3 clusters Score -1.343352e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 63933 members 
Entering Unmasked Estep 
Score: -13433497.000000 Penalty: 3765.455811
	Iteration 25Q: 3 clusters Score -1.34335e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 63302 members 
Entering Unmasked Estep 
Score: -13433413.000000 Penalty: 3765.455811
	Iteration 26Q: 3 clusters Score -1.343341e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 62633 members 
Entering Unmasked Estep 
Score: -13433319.000000 Penalty: 3765.455811
	Iteration 27Q: 3 clusters Score -1.343332e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 61960 members 
Entering Unmasked Estep 
Score: -13433258.000000 Penalty: 3765.455811
	Iteration 28Q: 3 clusters Score -1.343326e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 61361 members 
Entering Unmasked Estep 
Score: -13433298.000000 Penalty: 3765.455811
	Iteration 29Q: 3 clusters Score -1.34333e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46809 members 
Mstep: Class 2 contains 60774 members 
Entering Unmasked Estep 
Score: -13433226.000000 Penalty: 3765.455811
	Iteration 30Q: 3 clusters Score -1.343323e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47395 members 
Mstep: Class 2 contains 60188 members 
Entering Unmasked Estep 
Score: -13433194.000000 Penalty: 3765.455811
	Iteration 31Q: 3 clusters Score -1.343319e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 59635 members 
Entering Unmasked Estep 
Score: -13433212.000000 Penalty: 3765.455811
	Iteration 32Q: 3 clusters Score -1.343321e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 59063 members 
Entering Unmasked Estep 
Score: -13433140.000000 Penalty: 3765.455811
	Iteration 33Q: 3 clusters Score -1.343314e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49079 members 
Mstep: Class 2 contains 58504 members 
Entering Unmasked Estep 
Score: -13433091.000000 Penalty: 3765.455811
	Iteration 34Q: 3 clusters Score -1.343309e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 57957 members 
Entering Unmasked Estep 
Score: -13433017.000000 Penalty: 3765.455811
	Iteration 35Q: 3 clusters Score -1.343302e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 57404 members 
Entering Unmasked Estep 
Score: -13432998.000000 Penalty: 3765.455811
	Iteration 36Q: 3 clusters Score -1.3433e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50755 members 
Mstep: Class 2 contains 56828 members 
Entering Unmasked Estep 
Score: -13432972.000000 Penalty: 3765.455811
	Iteration 37Q: 3 clusters Score -1.343297e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51271 members 
Mstep: Class 2 contains 56312 members 
Entering Unmasked Estep 
Score: -13432886.000000 Penalty: 3765.455811
	Iteration 38Q: 3 clusters Score -1.343289e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51737 members 
Mstep: Class 2 contains 55846 members 
Entering Unmasked Estep 
Score: -13432844.000000 Penalty: 3765.455811
	Iteration 39Q: 3 clusters Score -1.343284e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52214 members 
Mstep: Class 2 contains 55369 members 
Entering Unmasked Estep 
Score: -13432832.000000 Penalty: 3765.455811
	Iteration 40F: 3 clusters Score -1.343283e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52680 members 
Mstep: Class 2 contains 54903 members 
Entering Unmasked Estep 
Score: -13432697.000000 Penalty: 3765.455811
	Iteration 41Q: 3 clusters Score -1.34327e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53136 members 
Mstep: Class 2 contains 54447 members 
Entering Unmasked Estep 
Score: -13432643.000000 Penalty: 3765.455811
	Iteration 42Q: 3 clusters Score -1.343264e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53610 members 
Mstep: Class 2 contains 53973 members 
Entering Unmasked Estep 
Score: -13432595.000000 Penalty: 3765.455811
	Iteration 43Q: 3 clusters Score -1.34326e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54057 members 
Mstep: Class 2 contains 53526 members 
Entering Unmasked Estep 
Score: -13432549.000000 Penalty: 3765.455811
	Iteration 44Q: 3 clusters Score -1.343255e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54500 members 
Mstep: Class 2 contains 53083 members 
Entering Unmasked Estep 
Score: -13432447.000000 Penalty: 3765.455811
	Iteration 45Q: 3 clusters Score -1.343245e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54924 members 
Mstep: Class 2 contains 52659 members 
Entering Unmasked Estep 
Score: -13432423.000000 Penalty: 3765.455811
	Iteration 46Q: 3 clusters Score -1.343242e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55322 members 
Mstep: Class 2 contains 52261 members 
Entering Unmasked Estep 
Score: -13432383.000000 Penalty: 3765.455811
	Iteration 47Q: 3 clusters Score -1.343238e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55723 members 
Mstep: Class 2 contains 51860 members 
Entering Unmasked Estep 
Score: -13432355.000000 Penalty: 3765.455811
	Iteration 48Q: 3 clusters Score -1.343236e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56062 members 
Mstep: Class 2 contains 51521 members 
Entering Unmasked Estep 
Score: -13432302.000000 Penalty: 3765.455811
	Iteration 49Q: 3 clusters Score -1.34323e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56408 members 
Mstep: Class 2 contains 51175 members 
Entering Unmasked Estep 
Score: -13432297.000000 Penalty: 3765.455811
	Iteration 50Q: 3 clusters Score -1.34323e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56752 members 
Mstep: Class 2 contains 50831 members 
Entering Unmasked Estep 
Score: -13432238.000000 Penalty: 3765.455811
	Iteration 51Q: 3 clusters Score -1.343224e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57108 members 
Mstep: Class 2 contains 50475 members 
Entering Unmasked Estep 
Score: -13432234.000000 Penalty: 3765.455811
	Iteration 52Q: 3 clusters Score -1.343223e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57419 members 
Mstep: Class 2 contains 50164 members 
Entering Unmasked Estep 
Score: -13432226.000000 Penalty: 3765.455811
	Iteration 53Q: 3 clusters Score -1.343223e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57693 members 
Mstep: Class 2 contains 49890 members 
Entering Unmasked Estep 
Score: -13432194.000000 Penalty: 3765.455811
	Iteration 54Q: 3 clusters Score -1.343219e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57943 members 
Mstep: Class 2 contains 49640 members 
Entering Unmasked Estep 
Score: -13432189.000000 Penalty: 3765.455811
	Iteration 55Q: 3 clusters Score -1.343219e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58217 members 
Mstep: Class 2 contains 49366 members 
Entering Unmasked Estep 
Score: -13432138.000000 Penalty: 3765.455811
	Iteration 56Q: 3 clusters Score -1.343214e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58515 members 
Mstep: Class 2 contains 49068 members 
Entering Unmasked Estep 
Score: -13432100.000000 Penalty: 3765.455811
	Iteration 57Q: 3 clusters Score -1.34321e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58803 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
Score: -13432054.000000 Penalty: 3765.455811
	Iteration 58Q: 3 clusters Score -1.343205e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59038 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -13432019.000000 Penalty: 3765.455811
	Iteration 59Q: 3 clusters Score -1.343202e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59241 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -13432014.000000 Penalty: 3765.455811
	Iteration 60F: 3 clusters Score -1.343201e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59412 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -13431993.000000 Penalty: 3765.455811
	Iteration 61Q: 3 clusters Score -1.343199e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59577 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -13431995.000000 Penalty: 3765.455811
	Iteration 62Q: 3 clusters Score -1.3432e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59735 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -13431985.000000 Penalty: 3765.455811
	Iteration 63Q: 3 clusters Score -1.343198e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59906 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -13431984.000000 Penalty: 3765.455811
	Iteration 64Q: 3 clusters Score -1.343198e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60080 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -13431973.000000 Penalty: 3765.455811
	Iteration 65Q: 3 clusters Score -1.343197e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60245 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -13431955.000000 Penalty: 3765.455811
	Iteration 66Q: 3 clusters Score -1.343196e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60400 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
Score: -13431951.000000 Penalty: 3765.455811
	Iteration 67Q: 3 clusters Score -1.343195e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60569 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
Score: -13431930.000000 Penalty: 3765.455811
	Iteration 68Q: 3 clusters Score -1.343193e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60717 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -13431922.000000 Penalty: 3765.455811
	Iteration 69Q: 3 clusters Score -1.343192e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60854 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -13431927.000000 Penalty: 3765.455811
	Iteration 70Q: 3 clusters Score -1.343193e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60984 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -13431905.000000 Penalty: 3765.455811
	Iteration 71Q: 3 clusters Score -1.34319e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61113 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -13431901.000000 Penalty: 3765.455811
	Iteration 72Q: 3 clusters Score -1.34319e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61215 members 
Mstep: Class 2 contains 46368 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1.34319e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61311 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -13431886.000000 Penalty: 3765.455811
	Iteration 74Q: 3 clusters Score -1.343189e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61404 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -13431879.000000 Penalty: 3765.455811
	Iteration 75Q: 3 clusters Score -1.343188e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61483 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -13431863.000000 Penalty: 3765.455811
	Iteration 76Q: 3 clusters Score -1.343186e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61553 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -13431848.000000 Penalty: 3765.455811
	Iteration 77Q: 3 clusters Score -1.343185e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61618 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -13431834.000000 Penalty: 3765.455811
	Iteration 78Q: 3 clusters Score -1.343183e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61702 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -13431815.000000 Penalty: 3765.455811
	Iteration 79Q: 3 clusters Score -1.343182e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61765 members 
Mstep: Class 2 contains 45818 members 
Entering Unmasked Estep 
Score: -13431819.000000 Penalty: 3765.455811
	Iteration 80F: 3 clusters Score -1.343182e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61835 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -13431817.000000 Penalty: 3765.455811
	Iteration 81Q: 3 clusters Score -1.343182e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61894 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -13431794.000000 Penalty: 3765.455811
	Iteration 82Q: 3 clusters Score -1.343179e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61957 members 
Mstep: Class 2 contains 45626 members 
Entering Unmasked Estep 
Score: -13431786.000000 Penalty: 3765.455811
	Iteration 83Q: 3 clusters Score -1.343179e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62008 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -13431766.000000 Penalty: 3765.455811
	Iteration 84Q: 3 clusters Score -1.343177e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62045 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -13431772.000000 Penalty: 3765.455811
	Iteration 85Q: 3 clusters Score -1.343177e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62085 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -13431774.000000 Penalty: 3765.455811
	Iteration 86Q: 3 clusters Score -1.343177e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62128 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -13431757.000000 Penalty: 3765.455811
	Iteration 87Q: 3 clusters Score -1.343176e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62172 members 
Mstep: Class 2 contains 45411 members 
Entering Unmasked Estep 
Score: -13431759.000000 Penalty: 3765.455811
	Iteration 88Q: 3 clusters Score -1.343176e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62236 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -13431751.000000 Penalty: 3765.455811
	Iteration 89Q: 3 clusters Score -1.343175e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62294 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.343175e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62336 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -13431761.000000 Penalty: 3765.455811
	Iteration 91Q: 3 clusters Score -1.343176e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62383 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -13431743.000000 Penalty: 3765.455811
	Iteration 92Q: 3 clusters Score -1.343174e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62414 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -13431737.000000 Penalty: 3765.455811
	Iteration 93Q: 3 clusters Score -1.343174e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62447 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.343174e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62481 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -13431735.000000 Penalty: 3765.455811
	Iteration 95Q: 3 clusters Score -1.343174e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62508 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.343174e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62538 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -13431729.000000 Penalty: 3765.455811
	Iteration 97Q: 3 clusters Score -1.343173e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62565 members 
Mstep: Class 2 contains 45018 members 
Entering Unmasked Estep 
Score: -13431724.000000 Penalty: 3765.455811
	Iteration 98Q: 3 clusters Score -1.343172e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62588 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -13431732.000000 Penalty: 3765.455811
	Iteration 99Q: 3 clusters Score -1.343173e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62619 members 
Mstep: Class 2 contains 44964 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1.343172e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62663 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
Score: -13431723.000000 Penalty: 3765.455811
	Iteration 101Q: 3 clusters Score -1.343172e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62705 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -13431704.000000 Penalty: 3765.455811
	Iteration 102Q: 3 clusters Score -1.34317e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62749 members 
Mstep: Class 2 contains 44834 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1.343169e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62801 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -13431708.000000 Penalty: 3765.455811
	Iteration 104Q: 3 clusters Score -1.343171e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62850 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1.343171e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62901 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1.343171e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62957 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -13431690.000000 Penalty: 3765.455811
	Iteration 107Q: 3 clusters Score -1.343169e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63006 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1.343169e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63072 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1.343166e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63136 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1.343166e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63201 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1.343167e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63264 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -13431655.000000 Penalty: 3765.455811
	Iteration 112Q: 3 clusters Score -1.343166e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63349 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -13431616.000000 Penalty: 3765.455811
	Iteration 113Q: 3 clusters Score -1.343162e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63436 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1.343163e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63533 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -13431633.000000 Penalty: 3765.455811
	Iteration 115Q: 3 clusters Score -1.343163e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63646 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1.343166e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63760 members 
Mstep: Class 2 contains 43823 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1.343161e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63868 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1.34316e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63991 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -13431584.000000 Penalty: 3765.455811
	Iteration 119Q: 3 clusters Score -1.343158e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64131 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -13431577.000000 Penalty: 3765.455811
	Iteration 120F: 3 clusters Score -1.343158e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64298 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1.343155e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64501 members 
Mstep: Class 2 contains 43082 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1.343155e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64724 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -13431532.000000 Penalty: 3765.455811
	Iteration 123Q: 3 clusters Score -1.343153e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64977 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1.343151e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65238 members 
Mstep: Class 2 contains 42345 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1.343147e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65511 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1.343144e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65829 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -13431431.000000 Penalty: 3765.455811
	Iteration 127Q: 3 clusters Score -1.343143e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66187 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1.343141e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66604 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -13431383.000000 Penalty: 3765.455811
	Iteration 129Q: 3 clusters Score -1.343138e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67072 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -13431355.000000 Penalty: 3765.455811
	Iteration 130Q: 3 clusters Score -1.343136e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67549 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -13431340.000000 Penalty: 3765.455811
	Iteration 131Q: 3 clusters Score -1.343134e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68085 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -13431313.000000 Penalty: 3765.455811
	Iteration 132Q: 3 clusters Score -1.343131e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68707 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
Score: -13431289.000000 Penalty: 3765.455811
	Iteration 133Q: 3 clusters Score -1.343129e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69386 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1.343125e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70105 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -13431163.000000 Penalty: 3765.455811
	Iteration 135Q: 3 clusters Score -1.343116e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70880 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1.343117e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71732 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1.343116e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72622 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -13431193.000000 Penalty: 3765.455811
	Iteration 138Q: 3 clusters Score -1.343119e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73575 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -13431197.000000 Penalty: 3765.455811
	Iteration 139Q: 3 clusters Score -1.34312e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74650 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -13431194.000000 Penalty: 3765.455811
	Iteration 140F: 3 clusters Score -1.343119e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75832 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -13431273.000000 Penalty: 3765.455811
	Iteration 141Q: 3 clusters Score -1.343127e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77143 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1.343134e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78589 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1.343154e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80181 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1.343174e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81923 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1.343197e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83770 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -13432372.000000 Penalty: 3765.455811
	Iteration 146Q: 3 clusters Score -1.343237e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85770 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -13432757.000000 Penalty: 3765.455811
	Iteration 147Q: 3 clusters Score -1.343276e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87953 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -13433398.000000 Penalty: 3765.455811
	Iteration 148Q: 3 clusters Score -1.34334e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90326 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -13434178.000000 Penalty: 3765.455811
	Iteration 149Q: 3 clusters Score -1.343418e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92846 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -13435459.000000 Penalty: 3765.455811
	Iteration 150Q: 3 clusters Score -1.343546e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95031 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -13436271.000000 Penalty: 3765.455811
	Iteration 151Q: 3 clusters Score -1.343627e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97024 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -13437100.000000 Penalty: 3765.455811
	Iteration 152Q: 3 clusters Score -1.34371e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98768 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -13437664.000000 Penalty: 3765.455811
	Iteration 153Q: 3 clusters Score -1.343766e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100181 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -13438076.000000 Penalty: 3765.455811
	Iteration 154Q: 3 clusters Score -1.343808e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101368 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -13438305.000000 Penalty: 3765.455811
	Iteration 155Q: 3 clusters Score -1.34383e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102318 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -13438475.000000 Penalty: 3765.455811
	Iteration 156Q: 3 clusters Score -1.343848e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103087 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -13438601.000000 Penalty: 3765.455811
	Iteration 157Q: 3 clusters Score -1.34386e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103720 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -13438668.000000 Penalty: 3765.455811
	Iteration 158Q: 3 clusters Score -1.343867e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104201 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -13438663.000000 Penalty: 3765.455811
	Iteration 159Q: 3 clusters Score -1.343866e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104557 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -13438687.000000 Penalty: 3765.455811
	Iteration 160F: 3 clusters Score -1.343869e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104841 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -13438675.000000 Penalty: 3765.455811
	Iteration 161Q: 3 clusters Score -1.343868e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105076 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -13438688.000000 Penalty: 3765.455811
	Iteration 162Q: 3 clusters Score -1.343869e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105278 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -13438677.000000 Penalty: 3765.455811
	Iteration 163Q: 3 clusters Score -1.343868e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105423 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -13438682.000000 Penalty: 3765.455811
	Iteration 164Q: 3 clusters Score -1.343868e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105541 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -13438679.000000 Penalty: 3765.455811
	Iteration 165Q: 3 clusters Score -1.343868e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105632 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -13438695.000000 Penalty: 3765.455811
	Iteration 166Q: 3 clusters Score -1.34387e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105718 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -13438712.000000 Penalty: 3765.455811
	Iteration 167Q: 3 clusters Score -1.343871e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105791 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -13438708.000000 Penalty: 3765.455811
	Iteration 168Q: 3 clusters Score -1.343871e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105853 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -13438730.000000 Penalty: 3765.455811
	Iteration 169Q: 3 clusters Score -1.343873e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105905 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -13438721.000000 Penalty: 3765.455811
	Iteration 170Q: 3 clusters Score -1.343872e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105950 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -13438721.000000 Penalty: 3765.455811
	Iteration 171Q: 3 clusters Score -1.343872e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106004 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -13438723.000000 Penalty: 3765.455811
	Iteration 172Q: 3 clusters Score -1.343872e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106046 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -13438716.000000 Penalty: 3765.455811
	Iteration 173Q: 3 clusters Score -1.343872e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106078 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -13438736.000000 Penalty: 3765.455811
	Iteration 174Q: 3 clusters Score -1.343874e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106120 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -13438755.000000 Penalty: 3765.455811
	Iteration 175Q: 3 clusters Score -1.343876e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106164 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -13438745.000000 Penalty: 3765.455811
	Iteration 176Q: 3 clusters Score -1.343874e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106190 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -13438762.000000 Penalty: 3765.455811
	Iteration 177Q: 3 clusters Score -1.343876e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106217 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -13438759.000000 Penalty: 3765.455811
	Iteration 178Q: 3 clusters Score -1.343876e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106232 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -13438765.000000 Penalty: 3765.455811
	Iteration 179Q: 3 clusters Score -1.343876e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106249 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -13438777.000000 Penalty: 3765.455811
	Iteration 180F: 3 clusters Score -1.343878e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106262 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -13438785.000000 Penalty: 3765.455811
	Iteration 181Q: 3 clusters Score -1.343878e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106278 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -13438801.000000 Penalty: 3765.455811
	Iteration 182Q: 3 clusters Score -1.34388e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106296 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -13438799.000000 Penalty: 3765.455811
	Iteration 183Q: 3 clusters Score -1.34388e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106313 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -13438799.000000 Penalty: 3765.455811
	Iteration 184Q: 3 clusters Score -1.34388e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106320 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -13438797.000000 Penalty: 3765.455811
	Iteration 185Q: 3 clusters Score -1.34388e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106330 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -13438803.000000 Penalty: 3765.455811
	Iteration 186Q: 3 clusters Score -1.34388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106335 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -13438799.000000 Penalty: 3765.455811
	Iteration 187Q: 3 clusters Score -1.34388e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106338 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -13438799.000000 Penalty: 3765.455811
	Iteration 188Q: 3 clusters Score -1.34388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106342 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -13438796.000000 Penalty: 3765.455811
	Iteration 189Q: 3 clusters Score -1.34388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106345 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -13438798.000000 Penalty: 3765.455811
	Iteration 190Q: 3 clusters Score -1.34388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106348 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -13438792.000000 Penalty: 3765.455811
	Iteration 191Q: 3 clusters Score -1.343879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106353 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -13438770.000000 Penalty: 3765.455811
	Iteration 192Q: 3 clusters Score -1.343877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106355 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -13438780.000000 Penalty: 3765.455811
	Iteration 193Q: 3 clusters Score -1.343878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106356 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -13438785.000000 Penalty: 3765.455811
	Iteration 194Q: 3 clusters Score -1.343878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106356 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -13438780.000000 Penalty: 3765.455811
	Iteration 195Q: 3 clusters Score -1.343878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106360 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -13438781.000000 Penalty: 3765.455811
	Iteration 196Q: 3 clusters Score -1.343878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106363 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -13438783.000000 Penalty: 3765.455811
	Iteration 197Q: 3 clusters Score -1.343878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106364 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -13438777.000000 Penalty: 3765.455811
	Iteration 198Q: 3 clusters Score -1.343878e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106364 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -13438777.000000 Penalty: 3765.455811
	Iteration 199F: 3 clusters Score -1.343878e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Entering Unmasked Estep 
Score: -771790.437500 Penalty: 1428.492920
	Iteration 0F: 2 clusters Score -771790.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -766813.625000 Penalty: 2856.985840
	Iteration 0F: 3 clusters Score -766813.6 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -768389.125000 Penalty: 2856.985840
	Iteration 1F: 3 clusters Score -768389.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -768826.687500 Penalty: 2856.985840
	Iteration 2F: 3 clusters Score -768826.7 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -769287.875000 Penalty: 2856.985840
	Iteration 3F: 3 clusters Score -769287.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -769746.000000 Penalty: 2856.985840
	Iteration 4F: 3 clusters Score -769746 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -770222.562500 Penalty: 2856.985840
	Iteration 5F: 3 clusters Score -770222.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -770657.000000 Penalty: 2856.985840
	Iteration 6F: 3 clusters Score -770657 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -770963.687500 Penalty: 2856.985840
	Iteration 7F: 3 clusters Score -770963.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -771205.687500 Penalty: 2856.985840
	Iteration 8Q: 3 clusters Score -771205.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -771364.875000 Penalty: 2856.985840
	Iteration 9Q: 3 clusters Score -771364.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -771440.125000 Penalty: 2856.985840
	Iteration 10Q: 3 clusters Score -771440.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -771481.125000 Penalty: 2856.985840
	Iteration 11Q: 3 clusters Score -771481.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -771499.375000 Penalty: 2856.985840
	Iteration 12Q: 3 clusters Score -771499.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -771512.062500 Penalty: 2856.985840
	Iteration 13Q: 3 clusters Score -771512.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -771527.125000 Penalty: 2856.985840
	Iteration 14Q: 3 clusters Score -771527.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -771543.250000 Penalty: 2856.985840
	Iteration 15Q: 3 clusters Score -771543.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -771554.687500 Penalty: 2856.985840
	Iteration 16Q: 3 clusters Score -771554.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -771564.062500 Penalty: 2856.985840
	Iteration 17Q: 3 clusters Score -771564.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -771580.312500 Penalty: 2856.985840
	Iteration 18Q: 3 clusters Score -771580.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -771591.375000 Penalty: 2856.985840
	Iteration 19Q: 3 clusters Score -771591.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -771606.875000 Penalty: 2856.985840
	Iteration 20F: 3 clusters Score -771606.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -771625.062500 Penalty: 2856.985840
	Iteration 21Q: 3 clusters Score -771625.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -771635.187500 Penalty: 2856.985840
	Iteration 22Q: 3 clusters Score -771635.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -771639.812500 Penalty: 2856.985840
	Iteration 23Q: 3 clusters Score -771639.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -771646.250000 Penalty: 2856.985840
	Iteration 24Q: 3 clusters Score -771646.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -771649.750000 Penalty: 2856.985840
	Iteration 25Q: 3 clusters Score -771649.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -771655.000000 Penalty: 2856.985840
	Iteration 26Q: 3 clusters Score -771655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -771657.500000 Penalty: 2856.985840
	Iteration 27Q: 3 clusters Score -771657.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -771663.062500 Penalty: 2856.985840
	Iteration 28Q: 3 clusters Score -771663.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -771664.187500 Penalty: 2856.985840
	Iteration 29Q: 3 clusters Score -771664.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -771665.125000 Penalty: 2856.985840
	Iteration 30Q: 3 clusters Score -771665.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -771665.125000 Penalty: 2856.985840
	Iteration 31Q: 3 clusters Score -771665.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -771666.625000 Penalty: 2856.985840
	Iteration 32Q: 3 clusters Score -771666.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -771666.812500 Penalty: 2856.985840
	Iteration 33Q: 3 clusters Score -771666.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -771669.500000 Penalty: 2856.985840
	Iteration 34Q: 3 clusters Score -771669.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -771671.000000 Penalty: 2856.985840
	Iteration 35Q: 3 clusters Score -771671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -771672.250000 Penalty: 2856.985840
	Iteration 36Q: 3 clusters Score -771672.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -771675.812500 Penalty: 2856.985840
	Iteration 37Q: 3 clusters Score -771675.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -771677.062500 Penalty: 2856.985840
	Iteration 38Q: 3 clusters Score -771677.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -771681.812500 Penalty: 2856.985840
	Iteration 39Q: 3 clusters Score -771681.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -771686.562500 Penalty: 2856.985840
	Iteration 40F: 3 clusters Score -771686.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -771689.187500 Penalty: 2856.985840
	Iteration 41Q: 3 clusters Score -771689.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -771691.062500 Penalty: 2856.985840
	Iteration 42Q: 3 clusters Score -771691.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -771695.562500 Penalty: 2856.985840
	Iteration 43Q: 3 clusters Score -771695.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -771699.062500 Penalty: 2856.985840
	Iteration 44Q: 3 clusters Score -771699.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -771696.250000 Penalty: 2856.985840
	Iteration 45Q: 3 clusters Score -771696.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -771699.812500 Penalty: 2856.985840
	Iteration 46Q: 3 clusters Score -771699.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -771701.562500 Penalty: 2856.985840
	Iteration 47Q: 3 clusters Score -771701.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -771701.312500 Penalty: 2856.985840
	Iteration 48Q: 3 clusters Score -771701.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -771703.937500 Penalty: 2856.985840
	Iteration 49Q: 3 clusters Score -771703.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -771701.437500 Penalty: 2856.985840
	Iteration 50Q: 3 clusters Score -771701.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -771702.125000 Penalty: 2856.985840
	Iteration 51Q: 3 clusters Score -771702.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -771701.062500 Penalty: 2856.985840
	Iteration 52Q: 3 clusters Score -771701.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -771701.062500 Penalty: 2856.985840
	Iteration 53F: 3 clusters Score -771701.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -39068.027344 Penalty: 956.039856
	Iteration 0F: 2 clusters Score -39068.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38121.722656 Penalty: 1912.079712
	Iteration 0F: 3 clusters Score -38121.72 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -38295.472656 Penalty: 1912.079712
	Iteration 1F: 3 clusters Score -38295.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -38333.960938 Penalty: 1912.079712
	Iteration 2F: 3 clusters Score -38333.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -38358.527344 Penalty: 1912.079712
	Iteration 3Q: 3 clusters Score -38358.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -38370.550781 Penalty: 1912.079712
	Iteration 4Q: 3 clusters Score -38370.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -38381.152344 Penalty: 1912.079712
	Iteration 5Q: 3 clusters Score -38381.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -38419.089844 Penalty: 1912.079712
	Iteration 6Q: 3 clusters Score -38419.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -38440.843750 Penalty: 1912.079712
	Iteration 7Q: 3 clusters Score -38440.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -38455.484375 Penalty: 1912.079712
	Iteration 8Q: 3 clusters Score -38455.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -38464.425781 Penalty: 1912.079712
	Iteration 9Q: 3 clusters Score -38464.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -38475.800781 Penalty: 1912.079712
	Iteration 10Q: 3 clusters Score -38475.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -38480.593750 Penalty: 1912.079712
	Iteration 11Q: 3 clusters Score -38480.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -38480.593750 Penalty: 1912.079712
	Iteration 12F: 3 clusters Score -38480.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Entering Unmasked Estep 
Score: -1178789.750000 Penalty: 1487.470459
	Iteration 0F: 2 clusters Score -1178790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1172034.500000 Penalty: 2974.940918
	Iteration 0F: 3 clusters Score -1172034 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1174126.875000 Penalty: 2974.940918
	Iteration 1F: 3 clusters Score -1174127 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1174476.250000 Penalty: 2974.940918
	Iteration 2F: 3 clusters Score -1174476 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1174830.125000 Penalty: 2974.940918
	Iteration 3F: 3 clusters Score -1174830 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1175228.375000 Penalty: 2974.940918
	Iteration 4F: 3 clusters Score -1175228 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1175708.625000 Penalty: 2974.940918
	Iteration 5F: 3 clusters Score -1175709 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1176295.000000 Penalty: 2974.940918
	Iteration 6F: 3 clusters Score -1176295 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1176904.000000 Penalty: 2974.940918
	Iteration 7F: 3 clusters Score -1176904 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1177347.625000 Penalty: 2974.940918
	Iteration 8F: 3 clusters Score -1177348 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1177595.125000 Penalty: 2974.940918
	Iteration 9Q: 3 clusters Score -1177595 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1177722.875000 Penalty: 2974.940918
	Iteration 10Q: 3 clusters Score -1177723 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1177793.625000 Penalty: 2974.940918
	Iteration 11Q: 3 clusters Score -1177794 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1177847.625000 Penalty: 2974.940918
	Iteration 12Q: 3 clusters Score -1177848 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1177869.125000 Penalty: 2974.940918
	Iteration 13Q: 3 clusters Score -1177869 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1177882.000000 Penalty: 2974.940918
	Iteration 14Q: 3 clusters Score -1177882 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1177893.250000 Penalty: 2974.940918
	Iteration 15Q: 3 clusters Score -1177893 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1177898.750000 Penalty: 2974.940918
	Iteration 16Q: 3 clusters Score -1177899 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1177908.625000 Penalty: 2974.940918
	Iteration 17Q: 3 clusters Score -1177909 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1177914.125000 Penalty: 2974.940918
	Iteration 18Q: 3 clusters Score -1177914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1177925.375000 Penalty: 2974.940918
	Iteration 19Q: 3 clusters Score -1177925 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1177930.500000 Penalty: 2974.940918
	Iteration 20F: 3 clusters Score -1177930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1177938.500000 Penalty: 2974.940918
	Iteration 21Q: 3 clusters Score -1177938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1177943.125000 Penalty: 2974.940918
	Iteration 22Q: 3 clusters Score -1177943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1177949.125000 Penalty: 2974.940918
	Iteration 23Q: 3 clusters Score -1177949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1177948.625000 Penalty: 2974.940918
	Iteration 24Q: 3 clusters Score -1177949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1177952.250000 Penalty: 2974.940918
	Iteration 25Q: 3 clusters Score -1177952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1177951.625000 Penalty: 2974.940918
	Iteration 26Q: 3 clusters Score -1177952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1177949.875000 Penalty: 2974.940918
	Iteration 27Q: 3 clusters Score -1177950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1177954.000000 Penalty: 2974.940918
	Iteration 28Q: 3 clusters Score -1177954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1177956.750000 Penalty: 2974.940918
	Iteration 29Q: 3 clusters Score -1177957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1177960.875000 Penalty: 2974.940918
	Iteration 30Q: 3 clusters Score -1177961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1177963.750000 Penalty: 2974.940918
	Iteration 31Q: 3 clusters Score -1177964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1177962.875000 Penalty: 2974.940918
	Iteration 32Q: 3 clusters Score -1177963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1177963.000000 Penalty: 2974.940918
	Iteration 33Q: 3 clusters Score -1177963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1177963.500000 Penalty: 2974.940918
	Iteration 34Q: 3 clusters Score -1177964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1177966.875000 Penalty: 2974.940918
	Iteration 35Q: 3 clusters Score -1177967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1177967.375000 Penalty: 2974.940918
	Iteration 36Q: 3 clusters Score -1177967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1177968.250000 Penalty: 2974.940918
	Iteration 37Q: 3 clusters Score -1177968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1177968.750000 Penalty: 2974.940918
	Iteration 38Q: 3 clusters Score -1177969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1177969.750000 Penalty: 2974.940918
	Iteration 39Q: 3 clusters Score -1177970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1177970.625000 Penalty: 2974.940918
	Iteration 40F: 3 clusters Score -1177971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1177969.875000 Penalty: 2974.940918
	Iteration 41Q: 3 clusters Score -1177970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1177971.125000 Penalty: 2974.940918
	Iteration 42Q: 3 clusters Score -1177971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1177972.250000 Penalty: 2974.940918
	Iteration 43Q: 3 clusters Score -1177972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1177973.625000 Penalty: 2974.940918
	Iteration 44Q: 3 clusters Score -1177974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1177973.125000 Penalty: 2974.940918
	Iteration 45Q: 3 clusters Score -1177973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1177974.375000 Penalty: 2974.940918
	Iteration 46Q: 3 clusters Score -1177974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1177974.375000 Penalty: 2974.940918
	Iteration 47Q: 3 clusters Score -1177974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1177973.875000 Penalty: 2974.940918
	Iteration 48Q: 3 clusters Score -1177974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1177974.750000 Penalty: 2974.940918
	Iteration 49Q: 3 clusters Score -1177975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1177972.250000 Penalty: 2974.940918
	Iteration 50Q: 3 clusters Score -1177972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1177974.500000 Penalty: 2974.940918
	Iteration 51Q: 3 clusters Score -1177974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1177976.750000 Penalty: 2974.940918
	Iteration 52Q: 3 clusters Score -1177977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1177973.500000 Penalty: 2974.940918
	Iteration 53Q: 3 clusters Score -1177974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1177973.625000 Penalty: 2974.940918
	Iteration 54Q: 3 clusters Score -1177974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1177975.625000 Penalty: 2974.940918
	Iteration 55Q: 3 clusters Score -1177976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1177979.125000 Penalty: 2974.940918
	Iteration 56Q: 3 clusters Score -1177979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1177979.125000 Penalty: 2974.940918
	Iteration 57Q: 3 clusters Score -1177979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1177979.000000 Penalty: 2974.940918
	Iteration 58Q: 3 clusters Score -1177979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1177980.500000 Penalty: 2974.940918
	Iteration 59Q: 3 clusters Score -1177980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1177981.625000 Penalty: 2974.940918
	Iteration 60F: 3 clusters Score -1177982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1177983.125000 Penalty: 2974.940918
	Iteration 61Q: 3 clusters Score -1177983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1177985.000000 Penalty: 2974.940918
	Iteration 62Q: 3 clusters Score -1177985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1177985.375000 Penalty: 2974.940918
	Iteration 63Q: 3 clusters Score -1177985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1177984.125000 Penalty: 2974.940918
	Iteration 64Q: 3 clusters Score -1177984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1177985.125000 Penalty: 2974.940918
	Iteration 65Q: 3 clusters Score -1177985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1177985.125000 Penalty: 2974.940918
	Iteration 66Q: 3 clusters Score -1177985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1177987.500000 Penalty: 2974.940918
	Iteration 67Q: 3 clusters Score -1177988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1177987.375000 Penalty: 2974.940918
	Iteration 68Q: 3 clusters Score -1177987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1177986.750000 Penalty: 2974.940918
	Iteration 69Q: 3 clusters Score -1177987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1177986.750000 Penalty: 2974.940918
	Iteration 70F: 3 clusters Score -1177987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Entering Unmasked Estep 
Score: -5174434.500000 Penalty: 1732.563843
	Iteration 0F: 2 clusters Score -5174434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -5145776.500000 Penalty: 3465.127686
	Iteration 0F: 3 clusters Score -5145776 nChanged 20061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -5157199.000000 Penalty: 3465.127686
	Iteration 1F: 3 clusters Score -5157199 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -5158135.000000 Penalty: 3465.127686
	Iteration 2Q: 3 clusters Score -5158135 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -5159474.000000 Penalty: 3465.127686
	Iteration 3F: 3 clusters Score -5159474 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -5161235.500000 Penalty: 3465.127686
	Iteration 4F: 3 clusters Score -5161236 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -5163267.000000 Penalty: 3465.127686
	Iteration 5F: 3 clusters Score -5163267 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -5165401.500000 Penalty: 3465.127686
	Iteration 6F: 3 clusters Score -5165402 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -5167294.500000 Penalty: 3465.127686
	Iteration 7F: 3 clusters Score -5167294 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -5168803.000000 Penalty: 3465.127686
	Iteration 8F: 3 clusters Score -5168803 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -5169684.000000 Penalty: 3465.127686
	Iteration 9Q: 3 clusters Score -5169684 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -5170351.500000 Penalty: 3465.127686
	Iteration 10Q: 3 clusters Score -5170352 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -5170892.000000 Penalty: 3465.127686
	Iteration 11Q: 3 clusters Score -5170892 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -5171355.500000 Penalty: 3465.127686
	Iteration 12Q: 3 clusters Score -5171356 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -5171758.500000 Penalty: 3465.127686
	Iteration 13Q: 3 clusters Score -5171758 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -5172079.000000 Penalty: 3465.127686
	Iteration 14Q: 3 clusters Score -5172079 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -5172335.500000 Penalty: 3465.127686
	Iteration 15Q: 3 clusters Score -5172336 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -5172554.500000 Penalty: 3465.127686
	Iteration 16Q: 3 clusters Score -5172554 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5172694.000000 Penalty: 3465.127686
	Iteration 17Q: 3 clusters Score -5172694 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5172808.000000 Penalty: 3465.127686
	Iteration 18Q: 3 clusters Score -5172808 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5172843.000000 Penalty: 3465.127686
	Iteration 19Q: 3 clusters Score -5172843 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5172913.500000 Penalty: 3465.127686
	Iteration 20F: 3 clusters Score -5172914 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5173041.500000 Penalty: 3465.127686
	Iteration 21Q: 3 clusters Score -5173042 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5173187.500000 Penalty: 3465.127686
	Iteration 22Q: 3 clusters Score -5173188 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5173296.000000 Penalty: 3465.127686
	Iteration 23Q: 3 clusters Score -5173296 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5173348.000000 Penalty: 3465.127686
	Iteration 24Q: 3 clusters Score -5173348 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5173385.000000 Penalty: 3465.127686
	Iteration 25Q: 3 clusters Score -5173385 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5173434.500000 Penalty: 3465.127686
	Iteration 26Q: 3 clusters Score -5173434 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5173469.500000 Penalty: 3465.127686
	Iteration 27Q: 3 clusters Score -5173470 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5173516.500000 Penalty: 3465.127686
	Iteration 28Q: 3 clusters Score -5173516 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5173544.500000 Penalty: 3465.127686
	Iteration 29Q: 3 clusters Score -5173544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5173559.000000 Penalty: 3465.127686
	Iteration 30Q: 3 clusters Score -5173559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5173573.500000 Penalty: 3465.127686
	Iteration 31Q: 3 clusters Score -5173574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5173586.000000 Penalty: 3465.127686
	Iteration 32Q: 3 clusters Score -5173586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5173594.500000 Penalty: 3465.127686
	Iteration 33Q: 3 clusters Score -5173594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5173599.000000 Penalty: 3465.127686
	Iteration 34Q: 3 clusters Score -5173599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5173601.000000 Penalty: 3465.127686
	Iteration 35Q: 3 clusters Score -5173601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5173610.500000 Penalty: 3465.127686
	Iteration 36Q: 3 clusters Score -5173610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5173607.000000 Penalty: 3465.127686
	Iteration 37Q: 3 clusters Score -5173607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5173605.000000 Penalty: 3465.127686
	Iteration 38Q: 3 clusters Score -5173605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5173605.000000 Penalty: 3465.127686
	Iteration 39F: 3 clusters Score -5173605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -17734.984375 Penalty: 939.370850
	Iteration 0F: 2 clusters Score -17734.98 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 146 members 
Entering Unmasked Estep 
Score: -17018.974609 Penalty: 1878.741699
	Iteration 0F: 3 clusters Score -17018.97 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -17427.089844 Penalty: 1878.741699
	Iteration 1F: 3 clusters Score -17427.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -17563.050781 Penalty: 1878.741699
	Iteration 2F: 3 clusters Score -17563.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17680.482422 Penalty: 1878.741699
	Iteration 3Q: 3 clusters Score -17680.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17728.386719 Penalty: 1878.741699
	Iteration 4Q: 3 clusters Score -17728.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -17792.251953 Penalty: 1878.741699
	Iteration 5Q: 3 clusters Score -17792.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -17806.910156 Penalty: 1878.741699
	Iteration 6Q: 3 clusters Score -17806.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -17850.126953 Penalty: 1878.741699
	Iteration 7Q: 3 clusters Score -17850.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -17857.283203 Penalty: 1878.741699
	Iteration 8Q: 3 clusters Score -17857.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17861.378906 Penalty: 1878.741699
	Iteration 9Q: 3 clusters Score -17861.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17873.650391 Penalty: 1878.741699
	Iteration 10F: 3 clusters Score -17873.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -17917.791016 Penalty: 1878.741699
	Iteration 11Q: 3 clusters Score -17917.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -17924.294922 Penalty: 1878.741699
	Iteration 12Q: 3 clusters Score -17924.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -17927.980469 Penalty: 1878.741699
	Iteration 13Q: 3 clusters Score -17927.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -17933.035156 Penalty: 1878.741699
	Iteration 14Q: 3 clusters Score -17933.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -17949.789062 Penalty: 1878.741699
	Iteration 15Q: 3 clusters Score -17949.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -17966.986328 Penalty: 1878.741699
	Iteration 16Q: 3 clusters Score -17966.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -17981.017578 Penalty: 1878.741699
	Iteration 17Q: 3 clusters Score -17981.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17984.982422 Penalty: 1878.741699
	Iteration 18Q: 3 clusters Score -17984.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -18054.343750 Penalty: 1878.741699
	Iteration 19Q: 3 clusters Score -18054.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -18057.710938 Penalty: 1878.741699
	Iteration 20F: 3 clusters Score -18057.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 107583 members 
Mstep: Class 3 contains 6573 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9449 members 
Mstep: Class 6 contains 42699 members 
Mstep: Class 7 contains 109 members 
Mstep: Class 8 contains 6926 members 
Mstep: Class 9 contains 92933 members 
Mstep: Class 10 contains 80325 members 
Mstep: Class 11 contains 96247 members 
Mstep: Class 12 contains 48151 members 
Mstep: Class 13 contains 4963 members 
Mstep: Class 14 contains 102546 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5854 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 24615 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9862 members 
Mstep: Class 25 contains 97655 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6762 members 
Mstep: Class 28 contains 3456 members 
Mstep: Class 29 contains 3345 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 843 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13577 members 
Mstep: Class 34 contains 10109 members 
Mstep: Class 35 contains 9821 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 104568 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 8196 members 
Mstep: Class 41 contains 1644 members 
Mstep: Class 42 contains 215 members 
Entering Unmasked Estep 
Score: -111782424.000000 Penalty: 93710.203125
Splitting cluster 7 changes total score from -111783624.000000 to -111782424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (6926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Entering Unmasked Estep 
Score: -823587.625000 Penalty: 1436.993652
	Iteration 0F: 2 clusters Score -823587.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -818383.625000 Penalty: 2873.987305
	Iteration 0F: 3 clusters Score -818383.6 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -819959.437500 Penalty: 2873.987305
	Iteration 1F: 3 clusters Score -819959.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -820216.875000 Penalty: 2873.987305
	Iteration 2F: 3 clusters Score -820216.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -820439.437500 Penalty: 2873.987305
	Iteration 3F: 3 clusters Score -820439.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -820664.875000 Penalty: 2873.987305
	Iteration 4F: 3 clusters Score -820664.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -820863.875000 Penalty: 2873.987305
	Iteration 5Q: 3 clusters Score -820863.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -821057.750000 Penalty: 2873.987305
	Iteration 6Q: 3 clusters Score -821057.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -821219.937500 Penalty: 2873.987305
	Iteration 7Q: 3 clusters Score -821219.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -821353.250000 Penalty: 2873.987305
	Iteration 8Q: 3 clusters Score -821353.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -821494.812500 Penalty: 2873.987305
	Iteration 9Q: 3 clusters Score -821494.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -821615.937500 Penalty: 2873.987305
	Iteration 10Q: 3 clusters Score -821615.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -821739.312500 Penalty: 2873.987305
	Iteration 11Q: 3 clusters Score -821739.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -821854.812500 Penalty: 2873.987305
	Iteration 12Q: 3 clusters Score -821854.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -821987.062500 Penalty: 2873.987305
	Iteration 13Q: 3 clusters Score -821987.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -822125.812500 Penalty: 2873.987305
	Iteration 14Q: 3 clusters Score -822125.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -822267.812500 Penalty: 2873.987305
	Iteration 15Q: 3 clusters Score -822267.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -822422.000000 Penalty: 2873.987305
	Iteration 16Q: 3 clusters Score -822422 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -822554.937500 Penalty: 2873.987305
	Iteration 17Q: 3 clusters Score -822554.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -822683.625000 Penalty: 2873.987305
	Iteration 18Q: 3 clusters Score -822683.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -822746.625000 Penalty: 2873.987305
	Iteration 19Q: 3 clusters Score -822746.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -822778.375000 Penalty: 2873.987305
	Iteration 20F: 3 clusters Score -822778.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -822792.750000 Penalty: 2873.987305
	Iteration 21Q: 3 clusters Score -822792.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -822799.187500 Penalty: 2873.987305
	Iteration 22Q: 3 clusters Score -822799.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -822803.687500 Penalty: 2873.987305
	Iteration 23Q: 3 clusters Score -822803.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -822805.500000 Penalty: 2873.987305
	Iteration 24Q: 3 clusters Score -822805.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -822810.562500 Penalty: 2873.987305
	Iteration 25Q: 3 clusters Score -822810.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -822811.437500 Penalty: 2873.987305
	Iteration 26Q: 3 clusters Score -822811.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -822813.000000 Penalty: 2873.987305
	Iteration 27Q: 3 clusters Score -822813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -822812.312500 Penalty: 2873.987305
	Iteration 28Q: 3 clusters Score -822812.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -822814.375000 Penalty: 2873.987305
	Iteration 29Q: 3 clusters Score -822814.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -822815.312500 Penalty: 2873.987305
	Iteration 30Q: 3 clusters Score -822815.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -822815.625000 Penalty: 2873.987305
	Iteration 31Q: 3 clusters Score -822815.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -822815.625000 Penalty: 2873.987305
	Iteration 32F: 3 clusters Score -822815.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (92933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92933 members 
Entering Unmasked Estep 
Score: -11736911.000000 Penalty: 1858.940552
	Iteration 0F: 2 clusters Score -1.173691e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46554 members 
Mstep: Class 2 contains 46379 members 
Entering Unmasked Estep 
Score: -11675078.000000 Penalty: 3717.881104
	Iteration 0F: 3 clusters Score -1.167508e+07 nChanged 44385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47813 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -11700840.000000 Penalty: 3717.881104
	Iteration 1F: 3 clusters Score -1.170084e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -11701617.000000 Penalty: 3717.881104
	Iteration 2Q: 3 clusters Score -1.170162e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 43403 members 
Entering Unmasked Estep 
Score: -11702787.000000 Penalty: 3717.881104
	Iteration 3Q: 3 clusters Score -1.170279e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50981 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -11704533.000000 Penalty: 3717.881104
	Iteration 4Q: 3 clusters Score -1.170453e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53038 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -11707161.000000 Penalty: 3717.881104
	Iteration 5F: 3 clusters Score -1.170716e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55559 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -11710998.000000 Penalty: 3717.881104
	Iteration 6F: 3 clusters Score -1.1711e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58033 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -11715933.000000 Penalty: 3717.881104
	Iteration 7F: 3 clusters Score -1.171593e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59806 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -11719737.000000 Penalty: 3717.881104
	Iteration 8F: 3 clusters Score -1.171974e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60867 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -11721626.000000 Penalty: 3717.881104
	Iteration 9Q: 3 clusters Score -1.172163e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61876 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -11722302.000000 Penalty: 3717.881104
	Iteration 10Q: 3 clusters Score -1.17223e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62844 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -11722620.000000 Penalty: 3717.881104
	Iteration 11Q: 3 clusters Score -1.172262e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63886 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -11722977.000000 Penalty: 3717.881104
	Iteration 12Q: 3 clusters Score -1.172298e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64924 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -11723382.000000 Penalty: 3717.881104
	Iteration 13Q: 3 clusters Score -1.172338e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65996 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -11723801.000000 Penalty: 3717.881104
	Iteration 14Q: 3 clusters Score -1.17238e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67098 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -11724186.000000 Penalty: 3717.881104
	Iteration 15Q: 3 clusters Score -1.172419e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68252 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -11724603.000000 Penalty: 3717.881104
	Iteration 16Q: 3 clusters Score -1.17246e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69446 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -11725100.000000 Penalty: 3717.881104
	Iteration 17Q: 3 clusters Score -1.17251e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70655 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -11725527.000000 Penalty: 3717.881104
	Iteration 18Q: 3 clusters Score -1.172553e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71897 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -11726027.000000 Penalty: 3717.881104
	Iteration 19Q: 3 clusters Score -1.172603e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73163 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -11726497.000000 Penalty: 3717.881104
	Iteration 20F: 3 clusters Score -1.17265e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74476 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -11727068.000000 Penalty: 3717.881104
	Iteration 21Q: 3 clusters Score -1.172707e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75810 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -11727672.000000 Penalty: 3717.881104
	Iteration 22Q: 3 clusters Score -1.172767e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77179 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -11728313.000000 Penalty: 3717.881104
	Iteration 23Q: 3 clusters Score -1.172831e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78528 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -11728931.000000 Penalty: 3717.881104
	Iteration 24Q: 3 clusters Score -1.172893e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79799 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -11729515.000000 Penalty: 3717.881104
	Iteration 25Q: 3 clusters Score -1.172952e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81031 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -11730134.000000 Penalty: 3717.881104
	Iteration 26Q: 3 clusters Score -1.173013e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82197 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -11730657.000000 Penalty: 3717.881104
	Iteration 27Q: 3 clusters Score -1.173066e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83307 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -11731156.000000 Penalty: 3717.881104
	Iteration 28Q: 3 clusters Score -1.173116e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84356 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -11731638.000000 Penalty: 3717.881104
	Iteration 29Q: 3 clusters Score -1.173164e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85356 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -11732133.000000 Penalty: 3717.881104
	Iteration 30Q: 3 clusters Score -1.173213e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86265 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -11732560.000000 Penalty: 3717.881104
	Iteration 31Q: 3 clusters Score -1.173256e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87104 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -11732946.000000 Penalty: 3717.881104
	Iteration 32Q: 3 clusters Score -1.173295e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87839 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -11733268.000000 Penalty: 3717.881104
	Iteration 33Q: 3 clusters Score -1.173327e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88514 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -11733658.000000 Penalty: 3717.881104
	Iteration 34Q: 3 clusters Score -1.173366e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89101 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -11733954.000000 Penalty: 3717.881104
	Iteration 35Q: 3 clusters Score -1.173395e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89619 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -11734155.000000 Penalty: 3717.881104
	Iteration 36Q: 3 clusters Score -1.173416e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90044 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -11734403.000000 Penalty: 3717.881104
	Iteration 37Q: 3 clusters Score -1.17344e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90352 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -11734555.000000 Penalty: 3717.881104
	Iteration 38Q: 3 clusters Score -1.173456e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90620 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -11734672.000000 Penalty: 3717.881104
	Iteration 39Q: 3 clusters Score -1.173467e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90824 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -11734793.000000 Penalty: 3717.881104
	Iteration 40F: 3 clusters Score -1.173479e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91006 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -11734845.000000 Penalty: 3717.881104
	Iteration 41Q: 3 clusters Score -1.173484e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91162 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -11734895.000000 Penalty: 3717.881104
	Iteration 42Q: 3 clusters Score -1.17349e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91285 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -11734944.000000 Penalty: 3717.881104
	Iteration 43Q: 3 clusters Score -1.173494e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91398 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -11734993.000000 Penalty: 3717.881104
	Iteration 44Q: 3 clusters Score -1.173499e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91494 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -11735041.000000 Penalty: 3717.881104
	Iteration 45Q: 3 clusters Score -1.173504e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91579 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -11735099.000000 Penalty: 3717.881104
	Iteration 46Q: 3 clusters Score -1.17351e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91649 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -11735145.000000 Penalty: 3717.881104
	Iteration 47Q: 3 clusters Score -1.173514e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91714 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -11735145.000000 Penalty: 3717.881104
	Iteration 48Q: 3 clusters Score -1.173514e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91761 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -11735159.000000 Penalty: 3717.881104
	Iteration 49Q: 3 clusters Score -1.173516e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91791 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -11735155.000000 Penalty: 3717.881104
	Iteration 50Q: 3 clusters Score -1.173516e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91823 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -11735188.000000 Penalty: 3717.881104
	Iteration 51Q: 3 clusters Score -1.173519e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91861 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -11735218.000000 Penalty: 3717.881104
	Iteration 52Q: 3 clusters Score -1.173522e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91899 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -11735230.000000 Penalty: 3717.881104
	Iteration 53Q: 3 clusters Score -1.173523e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91932 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -11735231.000000 Penalty: 3717.881104
	Iteration 54Q: 3 clusters Score -1.173523e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91972 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -11735248.000000 Penalty: 3717.881104
	Iteration 55Q: 3 clusters Score -1.173525e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92004 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -11735264.000000 Penalty: 3717.881104
	Iteration 56Q: 3 clusters Score -1.173526e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92032 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -11735267.000000 Penalty: 3717.881104
	Iteration 57Q: 3 clusters Score -1.173527e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92053 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -11735276.000000 Penalty: 3717.881104
	Iteration 58Q: 3 clusters Score -1.173528e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92068 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -11735278.000000 Penalty: 3717.881104
	Iteration 59Q: 3 clusters Score -1.173528e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92076 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -11735280.000000 Penalty: 3717.881104
	Iteration 60F: 3 clusters Score -1.173528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92083 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -11735282.000000 Penalty: 3717.881104
	Iteration 61Q: 3 clusters Score -1.173528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92087 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -11735279.000000 Penalty: 3717.881104
	Iteration 62Q: 3 clusters Score -1.173528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92091 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -11735292.000000 Penalty: 3717.881104
	Iteration 63Q: 3 clusters Score -1.173529e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92099 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -11735299.000000 Penalty: 3717.881104
	Iteration 64Q: 3 clusters Score -1.17353e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92108 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -11735295.000000 Penalty: 3717.881104
	Iteration 65Q: 3 clusters Score -1.17353e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92119 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -11735308.000000 Penalty: 3717.881104
	Iteration 66Q: 3 clusters Score -1.173531e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92128 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -11735305.000000 Penalty: 3717.881104
	Iteration 67Q: 3 clusters Score -1.17353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92130 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -11735311.000000 Penalty: 3717.881104
	Iteration 68Q: 3 clusters Score -1.173531e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92134 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -11735319.000000 Penalty: 3717.881104
	Iteration 69Q: 3 clusters Score -1.173532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92140 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -11735314.000000 Penalty: 3717.881104
	Iteration 70Q: 3 clusters Score -1.173531e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92144 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -11735328.000000 Penalty: 3717.881104
	Iteration 71Q: 3 clusters Score -1.173533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92145 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -11735324.000000 Penalty: 3717.881104
	Iteration 72Q: 3 clusters Score -1.173532e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92145 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -11735324.000000 Penalty: 3717.881104
	Iteration 73F: 3 clusters Score -1.173532e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (80325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80325 members 
Entering Unmasked Estep 
Score: -9774306.000000 Penalty: 1835.248413
	Iteration 0F: 2 clusters Score -9774306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -9720587.000000 Penalty: 3670.496826
	Iteration 0F: 3 clusters Score -9720587 nChanged 38109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -9742302.000000 Penalty: 3670.496826
	Iteration 1F: 3 clusters Score -9742302 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -9742944.000000 Penalty: 3670.496826
	Iteration 2Q: 3 clusters Score -9742944 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -9743808.000000 Penalty: 3670.496826
	Iteration 3Q: 3 clusters Score -9743808 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48256 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -9745181.000000 Penalty: 3670.496826
	Iteration 4Q: 3 clusters Score -9745181 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -9747618.000000 Penalty: 3670.496826
	Iteration 5F: 3 clusters Score -9747618 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57814 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -9751559.000000 Penalty: 3670.496826
	Iteration 6F: 3 clusters Score -9751559 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64538 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -9757648.000000 Penalty: 3670.496826
	Iteration 7F: 3 clusters Score -9757648 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71032 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -9764201.000000 Penalty: 3670.496826
	Iteration 8F: 3 clusters Score -9764201 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75747 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -9769043.000000 Penalty: 3670.496826
	Iteration 9F: 3 clusters Score -9769043 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78243 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -9771520.000000 Penalty: 3670.496826
	Iteration 10Q: 3 clusters Score -9771520 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79175 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -9772432.000000 Penalty: 3670.496826
	Iteration 11Q: 3 clusters Score -9772432 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79513 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -9772865.000000 Penalty: 3670.496826
	Iteration 12Q: 3 clusters Score -9772865 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79617 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -9772977.000000 Penalty: 3670.496826
	Iteration 13Q: 3 clusters Score -9772977 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79675 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -9773060.000000 Penalty: 3670.496826
	Iteration 14Q: 3 clusters Score -9773060 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79710 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -9773111.000000 Penalty: 3670.496826
	Iteration 15Q: 3 clusters Score -9773111 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79728 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -9773137.000000 Penalty: 3670.496826
	Iteration 16Q: 3 clusters Score -9773137 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79738 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -9773179.000000 Penalty: 3670.496826
	Iteration 17Q: 3 clusters Score -9773179 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79741 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -9773202.000000 Penalty: 3670.496826
	Iteration 18Q: 3 clusters Score -9773202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79750 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9773251.000000 Penalty: 3670.496826
	Iteration 19Q: 3 clusters Score -9773251 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79758 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -9773277.000000 Penalty: 3670.496826
	Iteration 20F: 3 clusters Score -9773277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79759 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -9773287.000000 Penalty: 3670.496826
	Iteration 21Q: 3 clusters Score -9773287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79763 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -9773297.000000 Penalty: 3670.496826
	Iteration 22Q: 3 clusters Score -9773297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79764 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -9773289.000000 Penalty: 3670.496826
	Iteration 23Q: 3 clusters Score -9773289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79767 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -9773287.000000 Penalty: 3670.496826
	Iteration 24Q: 3 clusters Score -9773287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79769 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -9773292.000000 Penalty: 3670.496826
	Iteration 25Q: 3 clusters Score -9773292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79767 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -9773298.000000 Penalty: 3670.496826
	Iteration 26Q: 3 clusters Score -9773298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79766 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -9773298.000000 Penalty: 3670.496826
	Iteration 27Q: 3 clusters Score -9773298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79767 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -9773303.000000 Penalty: 3670.496826
	Iteration 28Q: 3 clusters Score -9773303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79768 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -9773306.000000 Penalty: 3670.496826
	Iteration 29Q: 3 clusters Score -9773306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79769 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -9773303.000000 Penalty: 3670.496826
	Iteration 30Q: 3 clusters Score -9773303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79769 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -9773303.000000 Penalty: 3670.496826
	Iteration 31F: 3 clusters Score -9773303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (96247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96247 members 
Entering Unmasked Estep 
Score: -12102929.000000 Penalty: 1864.634399
	Iteration 0F: 2 clusters Score -1.210293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48105 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -12038889.000000 Penalty: 3729.268799
	Iteration 0F: 3 clusters Score -1.203889e+07 nChanged 46154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 48690 members 
Entering Unmasked Estep 
Score: -12065999.000000 Penalty: 3729.268799
	Iteration 1F: 3 clusters Score -1.2066e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 49040 members 
Entering Unmasked Estep 
Score: -12066878.000000 Penalty: 3729.268799
	Iteration 2Q: 3 clusters Score -1.206688e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 49482 members 
Entering Unmasked Estep 
Score: -12068012.000000 Penalty: 3729.268799
	Iteration 3Q: 3 clusters Score -1.206801e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 50136 members 
Entering Unmasked Estep 
Score: -12069433.000000 Penalty: 3729.268799
	Iteration 4Q: 3 clusters Score -1.206943e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 51130 members 
Entering Unmasked Estep 
Score: -12071271.000000 Penalty: 3729.268799
	Iteration 5Q: 3 clusters Score -1.207127e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 52372 members 
Entering Unmasked Estep 
Score: -12073947.000000 Penalty: 3729.268799
	Iteration 6F: 3 clusters Score -1.207395e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -12077774.000000 Penalty: 3729.268799
	Iteration 7F: 3 clusters Score -1.207777e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 54832 members 
Entering Unmasked Estep 
Score: -12081920.000000 Penalty: 3729.268799
	Iteration 8F: 3 clusters Score -1.208192e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 55844 members 
Entering Unmasked Estep 
Score: -12085094.000000 Penalty: 3729.268799
	Iteration 9F: 3 clusters Score -1.208509e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 56596 members 
Entering Unmasked Estep 
Score: -12086316.000000 Penalty: 3729.268799
	Iteration 10Q: 3 clusters Score -1.208632e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 57312 members 
Entering Unmasked Estep 
Score: -12086830.000000 Penalty: 3729.268799
	Iteration 11Q: 3 clusters Score -1.208683e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 58047 members 
Entering Unmasked Estep 
Score: -12087035.000000 Penalty: 3729.268799
	Iteration 12Q: 3 clusters Score -1.208704e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 58795 members 
Entering Unmasked Estep 
Score: -12087195.000000 Penalty: 3729.268799
	Iteration 13Q: 3 clusters Score -1.20872e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 59602 members 
Entering Unmasked Estep 
Score: -12087441.000000 Penalty: 3729.268799
	Iteration 14Q: 3 clusters Score -1.208744e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 60446 members 
Entering Unmasked Estep 
Score: -12087626.000000 Penalty: 3729.268799
	Iteration 15Q: 3 clusters Score -1.208763e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 61373 members 
Entering Unmasked Estep 
Score: -12087873.000000 Penalty: 3729.268799
	Iteration 16Q: 3 clusters Score -1.208787e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 62419 members 
Entering Unmasked Estep 
Score: -12088160.000000 Penalty: 3729.268799
	Iteration 17Q: 3 clusters Score -1.208816e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 63537 members 
Entering Unmasked Estep 
Score: -12088468.000000 Penalty: 3729.268799
	Iteration 18Q: 3 clusters Score -1.208847e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 64698 members 
Entering Unmasked Estep 
Score: -12088770.000000 Penalty: 3729.268799
	Iteration 19Q: 3 clusters Score -1.208877e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 65953 members 
Entering Unmasked Estep 
Score: -12089149.000000 Penalty: 3729.268799
	Iteration 20F: 3 clusters Score -1.208915e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 67303 members 
Entering Unmasked Estep 
Score: -12089610.000000 Penalty: 3729.268799
	Iteration 21Q: 3 clusters Score -1.208961e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 68783 members 
Entering Unmasked Estep 
Score: -12090173.000000 Penalty: 3729.268799
	Iteration 22Q: 3 clusters Score -1.209017e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 70281 members 
Entering Unmasked Estep 
Score: -12090675.000000 Penalty: 3729.268799
	Iteration 23Q: 3 clusters Score -1.209068e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 71784 members 
Entering Unmasked Estep 
Score: -12091203.000000 Penalty: 3729.268799
	Iteration 24Q: 3 clusters Score -1.20912e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 73320 members 
Entering Unmasked Estep 
Score: -12091782.000000 Penalty: 3729.268799
	Iteration 25Q: 3 clusters Score -1.209178e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 74891 members 
Entering Unmasked Estep 
Score: -12092482.000000 Penalty: 3729.268799
	Iteration 26Q: 3 clusters Score -1.209248e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 76409 members 
Entering Unmasked Estep 
Score: -12093047.000000 Penalty: 3729.268799
	Iteration 27Q: 3 clusters Score -1.209305e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 77957 members 
Entering Unmasked Estep 
Score: -12093662.000000 Penalty: 3729.268799
	Iteration 28Q: 3 clusters Score -1.209366e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 79418 members 
Entering Unmasked Estep 
Score: -12094202.000000 Penalty: 3729.268799
	Iteration 29Q: 3 clusters Score -1.20942e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 80881 members 
Entering Unmasked Estep 
Score: -12094803.000000 Penalty: 3729.268799
	Iteration 30Q: 3 clusters Score -1.20948e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 82328 members 
Entering Unmasked Estep 
Score: -12095463.000000 Penalty: 3729.268799
	Iteration 31Q: 3 clusters Score -1.209546e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 83686 members 
Entering Unmasked Estep 
Score: -12096036.000000 Penalty: 3729.268799
	Iteration 32Q: 3 clusters Score -1.209604e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 85013 members 
Entering Unmasked Estep 
Score: -12096529.000000 Penalty: 3729.268799
	Iteration 33Q: 3 clusters Score -1.209653e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 86252 members 
Entering Unmasked Estep 
Score: -12096978.000000 Penalty: 3729.268799
	Iteration 34Q: 3 clusters Score -1.209698e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 87403 members 
Entering Unmasked Estep 
Score: -12097488.000000 Penalty: 3729.268799
	Iteration 35Q: 3 clusters Score -1.209749e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 88507 members 
Entering Unmasked Estep 
Score: -12097952.000000 Penalty: 3729.268799
	Iteration 36Q: 3 clusters Score -1.209795e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 89537 members 
Entering Unmasked Estep 
Score: -12098429.000000 Penalty: 3729.268799
	Iteration 37Q: 3 clusters Score -1.209843e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 90537 members 
Entering Unmasked Estep 
Score: -12098977.000000 Penalty: 3729.268799
	Iteration 38Q: 3 clusters Score -1.209898e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 91503 members 
Entering Unmasked Estep 
Score: -12099504.000000 Penalty: 3729.268799
	Iteration 39Q: 3 clusters Score -1.20995e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 92395 members 
Entering Unmasked Estep 
Score: -12100027.000000 Penalty: 3729.268799
	Iteration 40F: 3 clusters Score -1.210003e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 93161 members 
Entering Unmasked Estep 
Score: -12100514.000000 Penalty: 3729.268799
	Iteration 41Q: 3 clusters Score -1.210051e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 93799 members 
Entering Unmasked Estep 
Score: -12100841.000000 Penalty: 3729.268799
	Iteration 42Q: 3 clusters Score -1.210084e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 94283 members 
Entering Unmasked Estep 
Score: -12101038.000000 Penalty: 3729.268799
	Iteration 43Q: 3 clusters Score -1.210104e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 94625 members 
Entering Unmasked Estep 
Score: -12101174.000000 Penalty: 3729.268799
	Iteration 44Q: 3 clusters Score -1.210117e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 94858 members 
Entering Unmasked Estep 
Score: -12101251.000000 Penalty: 3729.268799
	Iteration 45Q: 3 clusters Score -1.210125e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 95034 members 
Entering Unmasked Estep 
Score: -12101355.000000 Penalty: 3729.268799
	Iteration 46Q: 3 clusters Score -1.210136e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 95164 members 
Entering Unmasked Estep 
Score: -12101440.000000 Penalty: 3729.268799
	Iteration 47Q: 3 clusters Score -1.210144e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 95251 members 
Entering Unmasked Estep 
Score: -12101476.000000 Penalty: 3729.268799
	Iteration 48Q: 3 clusters Score -1.210148e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 95313 members 
Entering Unmasked Estep 
Score: -12101506.000000 Penalty: 3729.268799
	Iteration 49Q: 3 clusters Score -1.210151e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 95363 members 
Entering Unmasked Estep 
Score: -12101534.000000 Penalty: 3729.268799
	Iteration 50Q: 3 clusters Score -1.210153e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 95401 members 
Entering Unmasked Estep 
Score: -12101546.000000 Penalty: 3729.268799
	Iteration 51Q: 3 clusters Score -1.210155e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 95432 members 
Entering Unmasked Estep 
Score: -12101572.000000 Penalty: 3729.268799
	Iteration 52Q: 3 clusters Score -1.210157e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 95455 members 
Entering Unmasked Estep 
Score: -12101573.000000 Penalty: 3729.268799
	Iteration 53Q: 3 clusters Score -1.210157e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 95471 members 
Entering Unmasked Estep 
Score: -12101562.000000 Penalty: 3729.268799
	Iteration 54Q: 3 clusters Score -1.210156e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 95483 members 
Entering Unmasked Estep 
Score: -12101578.000000 Penalty: 3729.268799
	Iteration 55Q: 3 clusters Score -1.210158e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 95506 members 
Entering Unmasked Estep 
Score: -12101576.000000 Penalty: 3729.268799
	Iteration 56Q: 3 clusters Score -1.210158e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 95527 members 
Entering Unmasked Estep 
Score: -12101582.000000 Penalty: 3729.268799
	Iteration 57Q: 3 clusters Score -1.210158e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 95545 members 
Entering Unmasked Estep 
Score: -12101591.000000 Penalty: 3729.268799
	Iteration 58Q: 3 clusters Score -1.210159e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 95557 members 
Entering Unmasked Estep 
Score: -12101615.000000 Penalty: 3729.268799
	Iteration 59Q: 3 clusters Score -1.210162e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 95567 members 
Entering Unmasked Estep 
Score: -12101617.000000 Penalty: 3729.268799
	Iteration 60F: 3 clusters Score -1.210162e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 95580 members 
Entering Unmasked Estep 
Score: -12101618.000000 Penalty: 3729.268799
	Iteration 61Q: 3 clusters Score -1.210162e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 95589 members 
Entering Unmasked Estep 
Score: -12101615.000000 Penalty: 3729.268799
	Iteration 62Q: 3 clusters Score -1.210162e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 95598 members 
Entering Unmasked Estep 
Score: -12101609.000000 Penalty: 3729.268799
	Iteration 63Q: 3 clusters Score -1.210161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 95604 members 
Entering Unmasked Estep 
Score: -12101618.000000 Penalty: 3729.268799
	Iteration 64Q: 3 clusters Score -1.210162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 95607 members 
Entering Unmasked Estep 
Score: -12101608.000000 Penalty: 3729.268799
	Iteration 65Q: 3 clusters Score -1.210161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 95609 members 
Entering Unmasked Estep 
Score: -12101614.000000 Penalty: 3729.268799
	Iteration 66Q: 3 clusters Score -1.210161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 95612 members 
Entering Unmasked Estep 
Score: -12101618.000000 Penalty: 3729.268799
	Iteration 67Q: 3 clusters Score -1.210162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 95615 members 
Entering Unmasked Estep 
Score: -12101621.000000 Penalty: 3729.268799
	Iteration 68Q: 3 clusters Score -1.210162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 95619 members 
Entering Unmasked Estep 
Score: -12101622.000000 Penalty: 3729.268799
	Iteration 69Q: 3 clusters Score -1.210162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 95625 members 
Entering Unmasked Estep 
Score: -12101614.000000 Penalty: 3729.268799
	Iteration 70Q: 3 clusters Score -1.210161e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 95628 members 
Entering Unmasked Estep 
Score: -12101624.000000 Penalty: 3729.268799
	Iteration 71Q: 3 clusters Score -1.210162e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 95631 members 
Entering Unmasked Estep 
Score: -12101617.000000 Penalty: 3729.268799
	Iteration 72Q: 3 clusters Score -1.210162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 95635 members 
Entering Unmasked Estep 
Score: -12101623.000000 Penalty: 3729.268799
	Iteration 73Q: 3 clusters Score -1.210162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 95636 members 
Entering Unmasked Estep 
Score: -12101629.000000 Penalty: 3729.268799
	Iteration 74Q: 3 clusters Score -1.210163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 95636 members 
Entering Unmasked Estep 
Score: -12101631.000000 Penalty: 3729.268799
	Iteration 75Q: 3 clusters Score -1.210163e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 95636 members 
Entering Unmasked Estep 
Score: -12101631.000000 Penalty: 3729.268799
	Iteration 76F: 3 clusters Score -1.210163e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (48151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48151 members 
Entering Unmasked Estep 
Score: -5982689.500000 Penalty: 1752.090698
	Iteration 0F: 2 clusters Score -5982690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -5950543.500000 Penalty: 3504.181396
	Iteration 0F: 3 clusters Score -5950544 nChanged 22566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -5963539.500000 Penalty: 3504.181396
	Iteration 1F: 3 clusters Score -5963540 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -5964257.500000 Penalty: 3504.181396
	Iteration 2Q: 3 clusters Score -5964258 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -5965148.000000 Penalty: 3504.181396
	Iteration 3Q: 3 clusters Score -5965148 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -5966250.000000 Penalty: 3504.181396
	Iteration 4Q: 3 clusters Score -5966250 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -5967442.000000 Penalty: 3504.181396
	Iteration 5F: 3 clusters Score -5967442 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -5968753.000000 Penalty: 3504.181396
	Iteration 6F: 3 clusters Score -5968753 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -5970104.500000 Penalty: 3504.181396
	Iteration 7F: 3 clusters Score -5970104 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -5971512.000000 Penalty: 3504.181396
	Iteration 8F: 3 clusters Score -5971512 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -5972728.000000 Penalty: 3504.181396
	Iteration 9Q: 3 clusters Score -5972728 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -5973680.000000 Penalty: 3504.181396
	Iteration 10Q: 3 clusters Score -5973680 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -5974154.000000 Penalty: 3504.181396
	Iteration 11Q: 3 clusters Score -5974154 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -5974427.500000 Penalty: 3504.181396
	Iteration 12Q: 3 clusters Score -5974428 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -5974559.500000 Penalty: 3504.181396
	Iteration 13Q: 3 clusters Score -5974560 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -5974609.500000 Penalty: 3504.181396
	Iteration 14Q: 3 clusters Score -5974610 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -5974661.500000 Penalty: 3504.181396
	Iteration 15Q: 3 clusters Score -5974662 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -5974715.500000 Penalty: 3504.181396
	Iteration 16Q: 3 clusters Score -5974716 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -5974775.000000 Penalty: 3504.181396
	Iteration 17Q: 3 clusters Score -5974775 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -5974823.000000 Penalty: 3504.181396
	Iteration 18Q: 3 clusters Score -5974823 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -5974884.500000 Penalty: 3504.181396
	Iteration 19Q: 3 clusters Score -5974884 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -5974911.500000 Penalty: 3504.181396
	Iteration 20F: 3 clusters Score -5974912 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -5974995.000000 Penalty: 3504.181396
	Iteration 21Q: 3 clusters Score -5974995 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -5975062.500000 Penalty: 3504.181396
	Iteration 22Q: 3 clusters Score -5975062 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -5975148.000000 Penalty: 3504.181396
	Iteration 23Q: 3 clusters Score -5975148 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -5975268.000000 Penalty: 3504.181396
	Iteration 24Q: 3 clusters Score -5975268 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -5975383.500000 Penalty: 3504.181396
	Iteration 25Q: 3 clusters Score -5975384 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -5975502.500000 Penalty: 3504.181396
	Iteration 26Q: 3 clusters Score -5975502 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -5975646.000000 Penalty: 3504.181396
	Iteration 27Q: 3 clusters Score -5975646 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -5975799.000000 Penalty: 3504.181396
	Iteration 28Q: 3 clusters Score -5975799 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -5975985.000000 Penalty: 3504.181396
	Iteration 29Q: 3 clusters Score -5975985 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -5976166.500000 Penalty: 3504.181396
	Iteration 30Q: 3 clusters Score -5976166 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -5976379.500000 Penalty: 3504.181396
	Iteration 31Q: 3 clusters Score -5976380 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -5976617.500000 Penalty: 3504.181396
	Iteration 32Q: 3 clusters Score -5976618 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -5976900.000000 Penalty: 3504.181396
	Iteration 33Q: 3 clusters Score -5976900 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -5977184.500000 Penalty: 3504.181396
	Iteration 34Q: 3 clusters Score -5977184 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -5977438.000000 Penalty: 3504.181396
	Iteration 35Q: 3 clusters Score -5977438 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -5977700.500000 Penalty: 3504.181396
	Iteration 36Q: 3 clusters Score -5977700 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -5977996.000000 Penalty: 3504.181396
	Iteration 37Q: 3 clusters Score -5977996 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -5978242.500000 Penalty: 3504.181396
	Iteration 38Q: 3 clusters Score -5978242 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -5978558.000000 Penalty: 3504.181396
	Iteration 39Q: 3 clusters Score -5978558 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -5978750.500000 Penalty: 3504.181396
	Iteration 40F: 3 clusters Score -5978750 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -5978995.500000 Penalty: 3504.181396
	Iteration 41Q: 3 clusters Score -5978996 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -5979208.000000 Penalty: 3504.181396
	Iteration 42Q: 3 clusters Score -5979208 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -5979422.500000 Penalty: 3504.181396
	Iteration 43Q: 3 clusters Score -5979422 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -5979594.000000 Penalty: 3504.181396
	Iteration 44Q: 3 clusters Score -5979594 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -5979821.500000 Penalty: 3504.181396
	Iteration 45Q: 3 clusters Score -5979822 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -5979989.000000 Penalty: 3504.181396
	Iteration 46Q: 3 clusters Score -5979989 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -5980145.500000 Penalty: 3504.181396
	Iteration 47Q: 3 clusters Score -5980146 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -5980289.500000 Penalty: 3504.181396
	Iteration 48Q: 3 clusters Score -5980290 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -5980423.000000 Penalty: 3504.181396
	Iteration 49Q: 3 clusters Score -5980423 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -5980508.000000 Penalty: 3504.181396
	Iteration 50Q: 3 clusters Score -5980508 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -5980610.500000 Penalty: 3504.181396
	Iteration 51Q: 3 clusters Score -5980610 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -5980687.000000 Penalty: 3504.181396
	Iteration 52Q: 3 clusters Score -5980687 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -5980778.000000 Penalty: 3504.181396
	Iteration 53Q: 3 clusters Score -5980778 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -5980854.000000 Penalty: 3504.181396
	Iteration 54Q: 3 clusters Score -5980854 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44219 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -5980928.000000 Penalty: 3504.181396
	Iteration 55Q: 3 clusters Score -5980928 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -5980974.500000 Penalty: 3504.181396
	Iteration 56Q: 3 clusters Score -5980974 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -5981026.500000 Penalty: 3504.181396
	Iteration 57Q: 3 clusters Score -5981026 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -5981087.000000 Penalty: 3504.181396
	Iteration 58Q: 3 clusters Score -5981087 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -5981134.500000 Penalty: 3504.181396
	Iteration 59Q: 3 clusters Score -5981134 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45147 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -5981190.500000 Penalty: 3504.181396
	Iteration 60F: 3 clusters Score -5981190 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -5981246.000000 Penalty: 3504.181396
	Iteration 61Q: 3 clusters Score -5981246 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -5981291.500000 Penalty: 3504.181396
	Iteration 62Q: 3 clusters Score -5981292 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -5981329.500000 Penalty: 3504.181396
	Iteration 63Q: 3 clusters Score -5981330 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -5981350.500000 Penalty: 3504.181396
	Iteration 64Q: 3 clusters Score -5981350 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -5981369.000000 Penalty: 3504.181396
	Iteration 65Q: 3 clusters Score -5981369 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -5981376.000000 Penalty: 3504.181396
	Iteration 66Q: 3 clusters Score -5981376 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45813 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -5981374.500000 Penalty: 3504.181396
	Iteration 67Q: 3 clusters Score -5981374 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -5981387.500000 Penalty: 3504.181396
	Iteration 68Q: 3 clusters Score -5981388 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -5981403.000000 Penalty: 3504.181396
	Iteration 69Q: 3 clusters Score -5981403 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -5981421.500000 Penalty: 3504.181396
	Iteration 70Q: 3 clusters Score -5981422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -5981433.000000 Penalty: 3504.181396
	Iteration 71Q: 3 clusters Score -5981433 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -5981437.000000 Penalty: 3504.181396
	Iteration 72Q: 3 clusters Score -5981437 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -5981434.000000 Penalty: 3504.181396
	Iteration 73Q: 3 clusters Score -5981434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5981429.500000 Penalty: 3504.181396
	Iteration 74Q: 3 clusters Score -5981430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -5981438.000000 Penalty: 3504.181396
	Iteration 75Q: 3 clusters Score -5981438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -5981441.500000 Penalty: 3504.181396
	Iteration 76Q: 3 clusters Score -5981442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -5981446.000000 Penalty: 3504.181396
	Iteration 77Q: 3 clusters Score -5981446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -5981448.000000 Penalty: 3504.181396
	Iteration 78Q: 3 clusters Score -5981448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -5981453.500000 Penalty: 3504.181396
	Iteration 79Q: 3 clusters Score -5981454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -5981459.000000 Penalty: 3504.181396
	Iteration 80F: 3 clusters Score -5981459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -5981466.500000 Penalty: 3504.181396
	Iteration 81Q: 3 clusters Score -5981466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -5981460.000000 Penalty: 3504.181396
	Iteration 82Q: 3 clusters Score -5981460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -5981465.000000 Penalty: 3504.181396
	Iteration 83Q: 3 clusters Score -5981465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -5981459.500000 Penalty: 3504.181396
	Iteration 84Q: 3 clusters Score -5981460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -5981467.500000 Penalty: 3504.181396
	Iteration 85Q: 3 clusters Score -5981468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46248 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -5981473.000000 Penalty: 3504.181396
	Iteration 86Q: 3 clusters Score -5981473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46251 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -5981471.000000 Penalty: 3504.181396
	Iteration 87Q: 3 clusters Score -5981471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -5981468.500000 Penalty: 3504.181396
	Iteration 88Q: 3 clusters Score -5981468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -5981469.000000 Penalty: 3504.181396
	Iteration 89Q: 3 clusters Score -5981469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46273 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5981472.000000 Penalty: 3504.181396
	Iteration 90Q: 3 clusters Score -5981472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46288 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -5981470.500000 Penalty: 3504.181396
	Iteration 91Q: 3 clusters Score -5981470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -5981469.500000 Penalty: 3504.181396
	Iteration 92Q: 3 clusters Score -5981470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -5981479.000000 Penalty: 3504.181396
	Iteration 93Q: 3 clusters Score -5981479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -5981471.500000 Penalty: 3504.181396
	Iteration 94Q: 3 clusters Score -5981472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5981470.000000 Penalty: 3504.181396
	Iteration 95Q: 3 clusters Score -5981470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5981473.000000 Penalty: 3504.181396
	Iteration 96Q: 3 clusters Score -5981473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -5981474.500000 Penalty: 3504.181396
	Iteration 97Q: 3 clusters Score -5981474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5981473.000000 Penalty: 3504.181396
	Iteration 98Q: 3 clusters Score -5981473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -5981473.500000 Penalty: 3504.181396
	Iteration 99Q: 3 clusters Score -5981474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -5981470.000000 Penalty: 3504.181396
	Iteration 100F: 3 clusters Score -5981470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -5981472.000000 Penalty: 3504.181396
	Iteration 101Q: 3 clusters Score -5981472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5981474.500000 Penalty: 3504.181396
	Iteration 102Q: 3 clusters Score -5981474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5981475.500000 Penalty: 3504.181396
	Iteration 103Q: 3 clusters Score -5981476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5981478.000000 Penalty: 3504.181396
	Iteration 104Q: 3 clusters Score -5981478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5981478.000000 Penalty: 3504.181396
	Iteration 105Q: 3 clusters Score -5981478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5981478.000000 Penalty: 3504.181396
	Iteration 106Q: 3 clusters Score -5981478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5981478.000000 Penalty: 3504.181396
	Iteration 107F: 3 clusters Score -5981478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Entering Unmasked Estep 
Score: -619112.875000 Penalty: 1382.836914
	Iteration 0F: 2 clusters Score -619112.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -615162.500000 Penalty: 2765.673828
	Iteration 0F: 3 clusters Score -615162.5 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -616226.000000 Penalty: 2765.673828
	Iteration 1F: 3 clusters Score -616226 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -616411.312500 Penalty: 2765.673828
	Iteration 2F: 3 clusters Score -616411.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -616529.000000 Penalty: 2765.673828
	Iteration 3F: 3 clusters Score -616529 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -616613.250000 Penalty: 2765.673828
	Iteration 4Q: 3 clusters Score -616613.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -616690.750000 Penalty: 2765.673828
	Iteration 5Q: 3 clusters Score -616690.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -616752.500000 Penalty: 2765.673828
	Iteration 6Q: 3 clusters Score -616752.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -616809.687500 Penalty: 2765.673828
	Iteration 7Q: 3 clusters Score -616809.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -616857.125000 Penalty: 2765.673828
	Iteration 8Q: 3 clusters Score -616857.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -616901.250000 Penalty: 2765.673828
	Iteration 9Q: 3 clusters Score -616901.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -616942.500000 Penalty: 2765.673828
	Iteration 10Q: 3 clusters Score -616942.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -616991.812500 Penalty: 2765.673828
	Iteration 11Q: 3 clusters Score -616991.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -617052.750000 Penalty: 2765.673828
	Iteration 12Q: 3 clusters Score -617052.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -617104.875000 Penalty: 2765.673828
	Iteration 13Q: 3 clusters Score -617104.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -617146.437500 Penalty: 2765.673828
	Iteration 14Q: 3 clusters Score -617146.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -617191.937500 Penalty: 2765.673828
	Iteration 15Q: 3 clusters Score -617191.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -617250.250000 Penalty: 2765.673828
	Iteration 16Q: 3 clusters Score -617250.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -617326.375000 Penalty: 2765.673828
	Iteration 17Q: 3 clusters Score -617326.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -617414.562500 Penalty: 2765.673828
	Iteration 18Q: 3 clusters Score -617414.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -617501.562500 Penalty: 2765.673828
	Iteration 19Q: 3 clusters Score -617501.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -617566.687500 Penalty: 2765.673828
	Iteration 20F: 3 clusters Score -617566.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -617627.687500 Penalty: 2765.673828
	Iteration 21Q: 3 clusters Score -617627.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -617682.562500 Penalty: 2765.673828
	Iteration 22Q: 3 clusters Score -617682.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -617723.375000 Penalty: 2765.673828
	Iteration 23Q: 3 clusters Score -617723.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -617758.250000 Penalty: 2765.673828
	Iteration 24Q: 3 clusters Score -617758.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -617780.687500 Penalty: 2765.673828
	Iteration 25Q: 3 clusters Score -617780.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -617799.500000 Penalty: 2765.673828
	Iteration 26Q: 3 clusters Score -617799.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -617816.687500 Penalty: 2765.673828
	Iteration 27Q: 3 clusters Score -617816.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -617828.875000 Penalty: 2765.673828
	Iteration 28Q: 3 clusters Score -617828.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -617839.625000 Penalty: 2765.673828
	Iteration 29Q: 3 clusters Score -617839.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -617850.187500 Penalty: 2765.673828
	Iteration 30Q: 3 clusters Score -617850.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -617855.750000 Penalty: 2765.673828
	Iteration 31Q: 3 clusters Score -617855.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -617862.437500 Penalty: 2765.673828
	Iteration 32Q: 3 clusters Score -617862.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -617863.250000 Penalty: 2765.673828
	Iteration 33Q: 3 clusters Score -617863.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -617864.875000 Penalty: 2765.673828
	Iteration 34Q: 3 clusters Score -617864.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -617866.062500 Penalty: 2765.673828
	Iteration 35Q: 3 clusters Score -617866.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -617865.937500 Penalty: 2765.673828
	Iteration 36Q: 3 clusters Score -617865.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -617866.625000 Penalty: 2765.673828
	Iteration 37Q: 3 clusters Score -617866.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -617866.625000 Penalty: 2765.673828
	Iteration 38F: 3 clusters Score -617866.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (102546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102546 members 
Entering Unmasked Estep 
Score: -12928596.000000 Penalty: 1874.935913
	Iteration 0F: 2 clusters Score -1.29286e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51093 members 
Mstep: Class 2 contains 51453 members 
Entering Unmasked Estep 
Score: -12862115.000000 Penalty: 3749.871826
	Iteration 0F: 3 clusters Score -1.286212e+07 nChanged 49126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47349 members 
Mstep: Class 2 contains 55197 members 
Entering Unmasked Estep 
Score: -12891724.000000 Penalty: 3749.871826
	Iteration 1F: 3 clusters Score -1.289172e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 57465 members 
Entering Unmasked Estep 
Score: -12893249.000000 Penalty: 3749.871826
	Iteration 2Q: 3 clusters Score -1.289325e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 60612 members 
Entering Unmasked Estep 
Score: -12895815.000000 Penalty: 3749.871826
	Iteration 3F: 3 clusters Score -1.289582e+07 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 64510 members 
Entering Unmasked Estep 
Score: -12900123.000000 Penalty: 3749.871826
	Iteration 4F: 3 clusters Score -1.290012e+07 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 68388 members 
Entering Unmasked Estep 
Score: -12905934.000000 Penalty: 3749.871826
	Iteration 5F: 3 clusters Score -1.290593e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 70813 members 
Entering Unmasked Estep 
Score: -12911578.000000 Penalty: 3749.871826
	Iteration 6F: 3 clusters Score -1.291158e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 71663 members 
Entering Unmasked Estep 
Score: -12914267.000000 Penalty: 3749.871826
	Iteration 7F: 3 clusters Score -1.291427e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 71936 members 
Entering Unmasked Estep 
Score: -12915127.000000 Penalty: 3749.871826
	Iteration 8Q: 3 clusters Score -1.291513e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 72016 members 
Entering Unmasked Estep 
Score: -12915472.000000 Penalty: 3749.871826
	Iteration 9Q: 3 clusters Score -1.291547e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 71945 members 
Entering Unmasked Estep 
Score: -12915744.000000 Penalty: 3749.871826
	Iteration 10Q: 3 clusters Score -1.291574e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 71757 members 
Entering Unmasked Estep 
Score: -12915971.000000 Penalty: 3749.871826
	Iteration 11Q: 3 clusters Score -1.291597e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 71447 members 
Entering Unmasked Estep 
Score: -12916215.000000 Penalty: 3749.871826
	Iteration 12Q: 3 clusters Score -1.291622e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 71133 members 
Entering Unmasked Estep 
Score: -12916429.000000 Penalty: 3749.871826
	Iteration 13Q: 3 clusters Score -1.291643e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 70791 members 
Entering Unmasked Estep 
Score: -12916591.000000 Penalty: 3749.871826
	Iteration 14Q: 3 clusters Score -1.291659e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 70386 members 
Entering Unmasked Estep 
Score: -12916792.000000 Penalty: 3749.871826
	Iteration 15Q: 3 clusters Score -1.291679e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 69929 members 
Entering Unmasked Estep 
Score: -12916922.000000 Penalty: 3749.871826
	Iteration 16Q: 3 clusters Score -1.291692e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 69421 members 
Entering Unmasked Estep 
Score: -12917056.000000 Penalty: 3749.871826
	Iteration 17Q: 3 clusters Score -1.291706e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 68771 members 
Entering Unmasked Estep 
Score: -12917256.000000 Penalty: 3749.871826
	Iteration 18Q: 3 clusters Score -1.291726e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 68101 members 
Entering Unmasked Estep 
Score: -12917435.000000 Penalty: 3749.871826
	Iteration 19Q: 3 clusters Score -1.291744e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 67356 members 
Entering Unmasked Estep 
Score: -12917579.000000 Penalty: 3749.871826
	Iteration 20F: 3 clusters Score -1.291758e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 66559 members 
Entering Unmasked Estep 
Score: -12917720.000000 Penalty: 3749.871826
	Iteration 21Q: 3 clusters Score -1.291772e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 65729 members 
Entering Unmasked Estep 
Score: -12917878.000000 Penalty: 3749.871826
	Iteration 22Q: 3 clusters Score -1.291788e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 64862 members 
Entering Unmasked Estep 
Score: -12918020.000000 Penalty: 3749.871826
	Iteration 23Q: 3 clusters Score -1.291802e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 64002 members 
Entering Unmasked Estep 
Score: -12918160.000000 Penalty: 3749.871826
	Iteration 24Q: 3 clusters Score -1.291816e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 63077 members 
Entering Unmasked Estep 
Score: -12918328.000000 Penalty: 3749.871826
	Iteration 25Q: 3 clusters Score -1.291833e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 62149 members 
Entering Unmasked Estep 
Score: -12918547.000000 Penalty: 3749.871826
	Iteration 26Q: 3 clusters Score -1.291855e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 61292 members 
Entering Unmasked Estep 
Score: -12918694.000000 Penalty: 3749.871826
	Iteration 27Q: 3 clusters Score -1.291869e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 60448 members 
Entering Unmasked Estep 
Score: -12918790.000000 Penalty: 3749.871826
	Iteration 28Q: 3 clusters Score -1.291879e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 59670 members 
Entering Unmasked Estep 
Score: -12919007.000000 Penalty: 3749.871826
	Iteration 29Q: 3 clusters Score -1.291901e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 58954 members 
Entering Unmasked Estep 
Score: -12919192.000000 Penalty: 3749.871826
	Iteration 30Q: 3 clusters Score -1.291919e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 58269 members 
Entering Unmasked Estep 
Score: -12919289.000000 Penalty: 3749.871826
	Iteration 31Q: 3 clusters Score -1.291929e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 57576 members 
Entering Unmasked Estep 
Score: -12919368.000000 Penalty: 3749.871826
	Iteration 32Q: 3 clusters Score -1.291937e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Mstep: Class 2 contains 56921 members 
Entering Unmasked Estep 
Score: -12919453.000000 Penalty: 3749.871826
	Iteration 33Q: 3 clusters Score -1.291945e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46388 members 
Mstep: Class 2 contains 56158 members 
Entering Unmasked Estep 
Score: -12919609.000000 Penalty: 3749.871826
	Iteration 34Q: 3 clusters Score -1.291961e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 55360 members 
Entering Unmasked Estep 
Score: -12919845.000000 Penalty: 3749.871826
	Iteration 35Q: 3 clusters Score -1.291984e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 54574 members 
Entering Unmasked Estep 
Score: -12919993.000000 Penalty: 3749.871826
	Iteration 36Q: 3 clusters Score -1.291999e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48818 members 
Mstep: Class 2 contains 53728 members 
Entering Unmasked Estep 
Score: -12920152.000000 Penalty: 3749.871826
	Iteration 37Q: 3 clusters Score -1.292015e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49625 members 
Mstep: Class 2 contains 52921 members 
Entering Unmasked Estep 
Score: -12920272.000000 Penalty: 3749.871826
	Iteration 38Q: 3 clusters Score -1.292027e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 52067 members 
Entering Unmasked Estep 
Score: -12920372.000000 Penalty: 3749.871826
	Iteration 39Q: 3 clusters Score -1.292037e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51231 members 
Mstep: Class 2 contains 51315 members 
Entering Unmasked Estep 
Score: -12920478.000000 Penalty: 3749.871826
	Iteration 40F: 3 clusters Score -1.292048e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51944 members 
Mstep: Class 2 contains 50602 members 
Entering Unmasked Estep 
Score: -12920603.000000 Penalty: 3749.871826
	Iteration 41Q: 3 clusters Score -1.29206e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52580 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -12920718.000000 Penalty: 3749.871826
	Iteration 42Q: 3 clusters Score -1.292072e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 49354 members 
Entering Unmasked Estep 
Score: -12920813.000000 Penalty: 3749.871826
	Iteration 43Q: 3 clusters Score -1.292081e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 48851 members 
Entering Unmasked Estep 
Score: -12920915.000000 Penalty: 3749.871826
	Iteration 44Q: 3 clusters Score -1.292092e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54157 members 
Mstep: Class 2 contains 48389 members 
Entering Unmasked Estep 
Score: -12921026.000000 Penalty: 3749.871826
	Iteration 45Q: 3 clusters Score -1.292103e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54578 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -12921107.000000 Penalty: 3749.871826
	Iteration 46Q: 3 clusters Score -1.292111e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54974 members 
Mstep: Class 2 contains 47572 members 
Entering Unmasked Estep 
Score: -12921138.000000 Penalty: 3749.871826
	Iteration 47Q: 3 clusters Score -1.292114e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55357 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -12921186.000000 Penalty: 3749.871826
	Iteration 48Q: 3 clusters Score -1.292119e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55748 members 
Mstep: Class 2 contains 46798 members 
Entering Unmasked Estep 
Score: -12921205.000000 Penalty: 3749.871826
	Iteration 49Q: 3 clusters Score -1.29212e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56074 members 
Mstep: Class 2 contains 46472 members 
Entering Unmasked Estep 
Score: -12921292.000000 Penalty: 3749.871826
	Iteration 50Q: 3 clusters Score -1.292129e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56399 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -12921301.000000 Penalty: 3749.871826
	Iteration 51Q: 3 clusters Score -1.29213e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56681 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -12921340.000000 Penalty: 3749.871826
	Iteration 52Q: 3 clusters Score -1.292134e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56904 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
Score: -12921346.000000 Penalty: 3749.871826
	Iteration 53Q: 3 clusters Score -1.292135e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57096 members 
Mstep: Class 2 contains 45450 members 
Entering Unmasked Estep 
Score: -12921327.000000 Penalty: 3749.871826
	Iteration 54Q: 3 clusters Score -1.292133e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57269 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -12921386.000000 Penalty: 3749.871826
	Iteration 55Q: 3 clusters Score -1.292139e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57506 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -12921397.000000 Penalty: 3749.871826
	Iteration 56Q: 3 clusters Score -1.29214e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57790 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -12921464.000000 Penalty: 3749.871826
	Iteration 57Q: 3 clusters Score -1.292146e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58106 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -12921475.000000 Penalty: 3749.871826
	Iteration 58Q: 3 clusters Score -1.292148e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58476 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -12921487.000000 Penalty: 3749.871826
	Iteration 59Q: 3 clusters Score -1.292149e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58845 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -12921492.000000 Penalty: 3749.871826
	Iteration 60F: 3 clusters Score -1.292149e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -12921495.000000 Penalty: 3749.871826
	Iteration 61Q: 3 clusters Score -1.29215e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59640 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -12921490.000000 Penalty: 3749.871826
	Iteration 62Q: 3 clusters Score -1.292149e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60087 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -12921465.000000 Penalty: 3749.871826
	Iteration 63Q: 3 clusters Score -1.292146e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60582 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -12921461.000000 Penalty: 3749.871826
	Iteration 64Q: 3 clusters Score -1.292146e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61080 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -12921442.000000 Penalty: 3749.871826
	Iteration 65Q: 3 clusters Score -1.292144e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61632 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -12921396.000000 Penalty: 3749.871826
	Iteration 66Q: 3 clusters Score -1.29214e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62214 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -12921408.000000 Penalty: 3749.871826
	Iteration 67Q: 3 clusters Score -1.292141e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62809 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -12921383.000000 Penalty: 3749.871826
	Iteration 68Q: 3 clusters Score -1.292138e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63438 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -12921375.000000 Penalty: 3749.871826
	Iteration 69Q: 3 clusters Score -1.292138e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64069 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -12921331.000000 Penalty: 3749.871826
	Iteration 70Q: 3 clusters Score -1.292133e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64726 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -12921351.000000 Penalty: 3749.871826
	Iteration 71Q: 3 clusters Score -1.292135e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65435 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -12921301.000000 Penalty: 3749.871826
	Iteration 72Q: 3 clusters Score -1.29213e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66166 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -12921273.000000 Penalty: 3749.871826
	Iteration 73Q: 3 clusters Score -1.292127e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66956 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -12921316.000000 Penalty: 3749.871826
	Iteration 74Q: 3 clusters Score -1.292132e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67803 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -12921319.000000 Penalty: 3749.871826
	Iteration 75Q: 3 clusters Score -1.292132e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68654 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -12921322.000000 Penalty: 3749.871826
	Iteration 76Q: 3 clusters Score -1.292132e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69546 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -12921350.000000 Penalty: 3749.871826
	Iteration 77Q: 3 clusters Score -1.292135e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70448 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -12921376.000000 Penalty: 3749.871826
	Iteration 78Q: 3 clusters Score -1.292138e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71429 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -12921373.000000 Penalty: 3749.871826
	Iteration 79Q: 3 clusters Score -1.292137e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72484 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -12921397.000000 Penalty: 3749.871826
	Iteration 80F: 3 clusters Score -1.29214e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73529 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -12921464.000000 Penalty: 3749.871826
	Iteration 81Q: 3 clusters Score -1.292146e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74614 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -12921574.000000 Penalty: 3749.871826
	Iteration 82Q: 3 clusters Score -1.292157e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75744 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -12921628.000000 Penalty: 3749.871826
	Iteration 83Q: 3 clusters Score -1.292163e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76876 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -12921738.000000 Penalty: 3749.871826
	Iteration 84Q: 3 clusters Score -1.292174e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78036 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -12921906.000000 Penalty: 3749.871826
	Iteration 85Q: 3 clusters Score -1.292191e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79272 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -12922050.000000 Penalty: 3749.871826
	Iteration 86Q: 3 clusters Score -1.292205e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80589 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -12922065.000000 Penalty: 3749.871826
	Iteration 87Q: 3 clusters Score -1.292206e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82004 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -12922340.000000 Penalty: 3749.871826
	Iteration 88Q: 3 clusters Score -1.292234e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83425 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -12922502.000000 Penalty: 3749.871826
	Iteration 89Q: 3 clusters Score -1.29225e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84820 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -12922691.000000 Penalty: 3749.871826
	Iteration 90Q: 3 clusters Score -1.292269e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86236 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -12922938.000000 Penalty: 3749.871826
	Iteration 91Q: 3 clusters Score -1.292294e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87609 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -12923122.000000 Penalty: 3749.871826
	Iteration 92Q: 3 clusters Score -1.292312e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88970 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -12923320.000000 Penalty: 3749.871826
	Iteration 93Q: 3 clusters Score -1.292332e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90283 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -12923920.000000 Penalty: 3749.871826
	Iteration 94Q: 3 clusters Score -1.292392e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91508 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -12924590.000000 Penalty: 3749.871826
	Iteration 95Q: 3 clusters Score -1.292459e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92688 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -12925240.000000 Penalty: 3749.871826
	Iteration 96Q: 3 clusters Score -1.292524e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93804 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -12925651.000000 Penalty: 3749.871826
	Iteration 97Q: 3 clusters Score -1.292565e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94860 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -12926114.000000 Penalty: 3749.871826
	Iteration 98Q: 3 clusters Score -1.292611e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95816 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -12926444.000000 Penalty: 3749.871826
	Iteration 99Q: 3 clusters Score -1.292644e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96660 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -12926830.000000 Penalty: 3749.871826
	Iteration 100F: 3 clusters Score -1.292683e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97411 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -12927076.000000 Penalty: 3749.871826
	Iteration 101Q: 3 clusters Score -1.292708e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98092 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -12927151.000000 Penalty: 3749.871826
	Iteration 102Q: 3 clusters Score -1.292715e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98695 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -12927306.000000 Penalty: 3749.871826
	Iteration 103Q: 3 clusters Score -1.292731e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99235 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -12927454.000000 Penalty: 3749.871826
	Iteration 104Q: 3 clusters Score -1.292745e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99682 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -12927508.000000 Penalty: 3749.871826
	Iteration 105Q: 3 clusters Score -1.292751e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100074 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -12927547.000000 Penalty: 3749.871826
	Iteration 106Q: 3 clusters Score -1.292755e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100407 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -12927569.000000 Penalty: 3749.871826
	Iteration 107Q: 3 clusters Score -1.292757e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100687 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -12927541.000000 Penalty: 3749.871826
	Iteration 108Q: 3 clusters Score -1.292754e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100897 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -12927599.000000 Penalty: 3749.871826
	Iteration 109Q: 3 clusters Score -1.29276e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101076 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -12927558.000000 Penalty: 3749.871826
	Iteration 110Q: 3 clusters Score -1.292756e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101228 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -12927547.000000 Penalty: 3749.871826
	Iteration 111Q: 3 clusters Score -1.292755e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101340 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -12927555.000000 Penalty: 3749.871826
	Iteration 112Q: 3 clusters Score -1.292756e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101431 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -12927511.000000 Penalty: 3749.871826
	Iteration 113Q: 3 clusters Score -1.292751e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101508 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -12927505.000000 Penalty: 3749.871826
	Iteration 114Q: 3 clusters Score -1.29275e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101576 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -12927501.000000 Penalty: 3749.871826
	Iteration 115Q: 3 clusters Score -1.29275e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101632 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -12927504.000000 Penalty: 3749.871826
	Iteration 116Q: 3 clusters Score -1.29275e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101689 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -12927502.000000 Penalty: 3749.871826
	Iteration 117Q: 3 clusters Score -1.29275e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101730 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -12927490.000000 Penalty: 3749.871826
	Iteration 118Q: 3 clusters Score -1.292749e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101759 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -12927489.000000 Penalty: 3749.871826
	Iteration 119Q: 3 clusters Score -1.292749e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101783 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -12927501.000000 Penalty: 3749.871826
	Iteration 120F: 3 clusters Score -1.29275e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101800 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -12927499.000000 Penalty: 3749.871826
	Iteration 121Q: 3 clusters Score -1.29275e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101816 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -12927487.000000 Penalty: 3749.871826
	Iteration 122Q: 3 clusters Score -1.292749e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101831 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -12927482.000000 Penalty: 3749.871826
	Iteration 123Q: 3 clusters Score -1.292748e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101838 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -12927484.000000 Penalty: 3749.871826
	Iteration 124Q: 3 clusters Score -1.292748e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101850 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -12927483.000000 Penalty: 3749.871826
	Iteration 125Q: 3 clusters Score -1.292748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101859 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -12927481.000000 Penalty: 3749.871826
	Iteration 126Q: 3 clusters Score -1.292748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101869 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -12927475.000000 Penalty: 3749.871826
	Iteration 127Q: 3 clusters Score -1.292748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101875 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -12927478.000000 Penalty: 3749.871826
	Iteration 128Q: 3 clusters Score -1.292748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101880 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -12927475.000000 Penalty: 3749.871826
	Iteration 129Q: 3 clusters Score -1.292748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101884 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -12927471.000000 Penalty: 3749.871826
	Iteration 130Q: 3 clusters Score -1.292747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101887 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -12927469.000000 Penalty: 3749.871826
	Iteration 131Q: 3 clusters Score -1.292747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101889 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -12927468.000000 Penalty: 3749.871826
	Iteration 132Q: 3 clusters Score -1.292747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101889 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -12927476.000000 Penalty: 3749.871826
	Iteration 133Q: 3 clusters Score -1.292748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101891 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -12927471.000000 Penalty: 3749.871826
	Iteration 134Q: 3 clusters Score -1.292747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101892 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -12927476.000000 Penalty: 3749.871826
	Iteration 135Q: 3 clusters Score -1.292748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101893 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -12927473.000000 Penalty: 3749.871826
	Iteration 136Q: 3 clusters Score -1.292747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101895 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -12927479.000000 Penalty: 3749.871826
	Iteration 137Q: 3 clusters Score -1.292748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101898 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -12927481.000000 Penalty: 3749.871826
	Iteration 138Q: 3 clusters Score -1.292748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101901 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -12927469.000000 Penalty: 3749.871826
	Iteration 139Q: 3 clusters Score -1.292747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101900 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -12927477.000000 Penalty: 3749.871826
	Iteration 140F: 3 clusters Score -1.292748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101902 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -12927483.000000 Penalty: 3749.871826
	Iteration 141Q: 3 clusters Score -1.292748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101903 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -12927472.000000 Penalty: 3749.871826
	Iteration 142Q: 3 clusters Score -1.292747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101904 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -12927482.000000 Penalty: 3749.871826
	Iteration 143Q: 3 clusters Score -1.292748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101905 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -12927474.000000 Penalty: 3749.871826
	Iteration 144Q: 3 clusters Score -1.292747e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101905 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -12927474.000000 Penalty: 3749.871826
	Iteration 145F: 3 clusters Score -1.292747e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -376286.437500 Penalty: 1305.890625
	Iteration 0F: 2 clusters Score -376286.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -373505.218750 Penalty: 2611.781250
	Iteration 0F: 3 clusters Score -373505.2 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -374164.937500 Penalty: 2611.781250
	Iteration 1F: 3 clusters Score -374164.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -374298.718750 Penalty: 2611.781250
	Iteration 2F: 3 clusters Score -374298.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -374408.656250 Penalty: 2611.781250
	Iteration 3F: 3 clusters Score -374408.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -374499.125000 Penalty: 2611.781250
	Iteration 4Q: 3 clusters Score -374499.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -374580.062500 Penalty: 2611.781250
	Iteration 5Q: 3 clusters Score -374580.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -374652.687500 Penalty: 2611.781250
	Iteration 6Q: 3 clusters Score -374652.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -374768.031250 Penalty: 2611.781250
	Iteration 7Q: 3 clusters Score -374768 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -374969.656250 Penalty: 2611.781250
	Iteration 8F: 3 clusters Score -374969.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -375251.625000 Penalty: 2611.781250
	Iteration 9F: 3 clusters Score -375251.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -375552.812500 Penalty: 2611.781250
	Iteration 10F: 3 clusters Score -375552.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -375944.250000 Penalty: 2611.781250
	Iteration 11F: 3 clusters Score -375944.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -376336.718750 Penalty: 2611.781250
	Iteration 12Q: 3 clusters Score -376336.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -376591.593750 Penalty: 2611.781250
	Iteration 13Q: 3 clusters Score -376591.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -376697.531250 Penalty: 2611.781250
	Iteration 14Q: 3 clusters Score -376697.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -376735.843750 Penalty: 2611.781250
	Iteration 15Q: 3 clusters Score -376735.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -376751.812500 Penalty: 2611.781250
	Iteration 16Q: 3 clusters Score -376751.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -376764.500000 Penalty: 2611.781250
	Iteration 17Q: 3 clusters Score -376764.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -376767.218750 Penalty: 2611.781250
	Iteration 18Q: 3 clusters Score -376767.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -376767.218750 Penalty: 2611.781250
	Iteration 19F: 3 clusters Score -376767.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 107583 members 
Mstep: Class 3 contains 6573 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9449 members 
Mstep: Class 6 contains 42699 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 6926 members 
Mstep: Class 9 contains 92933 members 
Mstep: Class 10 contains 80325 members 
Mstep: Class 11 contains 96247 members 
Mstep: Class 12 contains 48151 members 
Mstep: Class 13 contains 4963 members 
Mstep: Class 14 contains 102546 members 
Mstep: Class 15 contains 1842 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5854 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 24615 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9862 members 
Mstep: Class 25 contains 97655 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6762 members 
Mstep: Class 28 contains 3456 members 
Mstep: Class 29 contains 3345 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 843 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13577 members 
Mstep: Class 34 contains 10109 members 
Mstep: Class 35 contains 9821 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 104568 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 8196 members 
Mstep: Class 41 contains 1644 members 
Mstep: Class 42 contains 1249 members 
Entering Unmasked Estep 
Score: -111783016.000000 Penalty: 93710.203125
Splitting cluster 15 changes total score from -111783624.000000 to -111783016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Entering Unmasked Estep 
Score: -146338.718750 Penalty: 1174.966553
	Iteration 0F: 2 clusters Score -146338.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -144715.875000 Penalty: 2349.933105
	Iteration 0F: 3 clusters Score -144715.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -145198.109375 Penalty: 2349.933105
	Iteration 1F: 3 clusters Score -145198.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -145441.843750 Penalty: 2349.933105
	Iteration 2F: 3 clusters Score -145441.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -145639.453125 Penalty: 2349.933105
	Iteration 3F: 3 clusters Score -145639.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -145772.343750 Penalty: 2349.933105
	Iteration 4F: 3 clusters Score -145772.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -145864.203125 Penalty: 2349.933105
	Iteration 5Q: 3 clusters Score -145864.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -145921.812500 Penalty: 2349.933105
	Iteration 6Q: 3 clusters Score -145921.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -145966.406250 Penalty: 2349.933105
	Iteration 7Q: 3 clusters Score -145966.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -145999.937500 Penalty: 2349.933105
	Iteration 8Q: 3 clusters Score -145999.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -146021.062500 Penalty: 2349.933105
	Iteration 9Q: 3 clusters Score -146021.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -146042.609375 Penalty: 2349.933105
	Iteration 10Q: 3 clusters Score -146042.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -146056.703125 Penalty: 2349.933105
	Iteration 11Q: 3 clusters Score -146056.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -146068.765625 Penalty: 2349.933105
	Iteration 12Q: 3 clusters Score -146068.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -146071.812500 Penalty: 2349.933105
	Iteration 13Q: 3 clusters Score -146071.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -146073.765625 Penalty: 2349.933105
	Iteration 14Q: 3 clusters Score -146073.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -146076.375000 Penalty: 2349.933105
	Iteration 15Q: 3 clusters Score -146076.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -146078.937500 Penalty: 2349.933105
	Iteration 16Q: 3 clusters Score -146078.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -146080.046875 Penalty: 2349.933105
	Iteration 17Q: 3 clusters Score -146080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -146083.468750 Penalty: 2349.933105
	Iteration 18Q: 3 clusters Score -146083.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -146090.734375 Penalty: 2349.933105
	Iteration 19Q: 3 clusters Score -146090.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -146099.906250 Penalty: 2349.933105
	Iteration 20F: 3 clusters Score -146099.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -146105.546875 Penalty: 2349.933105
	Iteration 21Q: 3 clusters Score -146105.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -146111.593750 Penalty: 2349.933105
	Iteration 22Q: 3 clusters Score -146111.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -146120.015625 Penalty: 2349.933105
	Iteration 23Q: 3 clusters Score -146120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -146123.437500 Penalty: 2349.933105
	Iteration 24Q: 3 clusters Score -146123.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -146126.781250 Penalty: 2349.933105
	Iteration 25Q: 3 clusters Score -146126.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -146128.109375 Penalty: 2349.933105
	Iteration 26Q: 3 clusters Score -146128.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -146129.140625 Penalty: 2349.933105
	Iteration 27Q: 3 clusters Score -146129.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -146130.609375 Penalty: 2349.933105
	Iteration 28Q: 3 clusters Score -146130.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -146132.265625 Penalty: 2349.933105
	Iteration 29Q: 3 clusters Score -146132.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -146135.437500 Penalty: 2349.933105
	Iteration 30Q: 3 clusters Score -146135.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -146136.984375 Penalty: 2349.933105
	Iteration 31Q: 3 clusters Score -146137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -146138.078125 Penalty: 2349.933105
	Iteration 32Q: 3 clusters Score -146138.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -146138.718750 Penalty: 2349.933105
	Iteration 33Q: 3 clusters Score -146138.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -146140.109375 Penalty: 2349.933105
	Iteration 34Q: 3 clusters Score -146140.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -146140.453125 Penalty: 2349.933105
	Iteration 35Q: 3 clusters Score -146140.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -146143.484375 Penalty: 2349.933105
	Iteration 36Q: 3 clusters Score -146143.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -146144.968750 Penalty: 2349.933105
	Iteration 37Q: 3 clusters Score -146145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -146147.843750 Penalty: 2349.933105
	Iteration 38Q: 3 clusters Score -146147.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -146151.781250 Penalty: 2349.933105
	Iteration 39Q: 3 clusters Score -146151.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -146157.156250 Penalty: 2349.933105
	Iteration 40F: 3 clusters Score -146157.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -146161.937500 Penalty: 2349.933105
	Iteration 41Q: 3 clusters Score -146161.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -146167.468750 Penalty: 2349.933105
	Iteration 42Q: 3 clusters Score -146167.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -146173.234375 Penalty: 2349.933105
	Iteration 43Q: 3 clusters Score -146173.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -146178.984375 Penalty: 2349.933105
	Iteration 44Q: 3 clusters Score -146179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -146185.968750 Penalty: 2349.933105
	Iteration 45Q: 3 clusters Score -146186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -146199.828125 Penalty: 2349.933105
	Iteration 46Q: 3 clusters Score -146199.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -146231.125000 Penalty: 2349.933105
	Iteration 47Q: 3 clusters Score -146231.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -146259.015625 Penalty: 2349.933105
	Iteration 48Q: 3 clusters Score -146259 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -146305.140625 Penalty: 2349.933105
	Iteration 49Q: 3 clusters Score -146305.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -146334.109375 Penalty: 2349.933105
	Iteration 50Q: 3 clusters Score -146334.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -146360.234375 Penalty: 2349.933105
	Iteration 51Q: 3 clusters Score -146360.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -146385.953125 Penalty: 2349.933105
	Iteration 52Q: 3 clusters Score -146386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -146405.546875 Penalty: 2349.933105
	Iteration 53Q: 3 clusters Score -146405.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -146425.046875 Penalty: 2349.933105
	Iteration 54Q: 3 clusters Score -146425 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -146450.812500 Penalty: 2349.933105
	Iteration 55Q: 3 clusters Score -146450.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -146469.328125 Penalty: 2349.933105
	Iteration 56Q: 3 clusters Score -146469.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -146480.796875 Penalty: 2349.933105
	Iteration 57Q: 3 clusters Score -146480.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -146486.156250 Penalty: 2349.933105
	Iteration 58Q: 3 clusters Score -146486.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -146489.093750 Penalty: 2349.933105
	Iteration 59Q: 3 clusters Score -146489.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -146492.781250 Penalty: 2349.933105
	Iteration 60F: 3 clusters Score -146492.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -146505.750000 Penalty: 2349.933105
	Iteration 61Q: 3 clusters Score -146505.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -146508.609375 Penalty: 2349.933105
	Iteration 62Q: 3 clusters Score -146508.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -146508.609375 Penalty: 2349.933105
	Iteration 63F: 3 clusters Score -146508.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 107583 members 
Mstep: Class 3 contains 6573 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9449 members 
Mstep: Class 6 contains 42699 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 6926 members 
Mstep: Class 9 contains 92933 members 
Mstep: Class 10 contains 80325 members 
Mstep: Class 11 contains 96247 members 
Mstep: Class 12 contains 48151 members 
Mstep: Class 13 contains 4963 members 
Mstep: Class 14 contains 102546 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 947 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5854 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 24615 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9862 members 
Mstep: Class 25 contains 97655 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6762 members 
Mstep: Class 28 contains 3456 members 
Mstep: Class 29 contains 3345 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 843 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13577 members 
Mstep: Class 34 contains 10109 members 
Mstep: Class 35 contains 9821 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 104568 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 8196 members 
Mstep: Class 41 contains 1644 members 
Mstep: Class 42 contains 434 members 
Entering Unmasked Estep 
Score: -111782568.000000 Penalty: 93710.203125
Splitting cluster 16 changes total score from -111783624.000000 to -111782568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -53084.496094 Penalty: 1008.240662
	Iteration 0F: 2 clusters Score -53084.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -52006.707031 Penalty: 2016.481323
	Iteration 0F: 3 clusters Score -52006.71 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -52234.375000 Penalty: 2016.481323
	Iteration 1F: 3 clusters Score -52234.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -52344.531250 Penalty: 2016.481323
	Iteration 2F: 3 clusters Score -52344.53 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -52428.718750 Penalty: 2016.481323
	Iteration 3F: 3 clusters Score -52428.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -52451.390625 Penalty: 2016.481323
	Iteration 4Q: 3 clusters Score -52451.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -52462.945312 Penalty: 2016.481323
	Iteration 5Q: 3 clusters Score -52462.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -52473.867188 Penalty: 2016.481323
	Iteration 6Q: 3 clusters Score -52473.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -52488.035156 Penalty: 2016.481323
	Iteration 7Q: 3 clusters Score -52488.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -52508.796875 Penalty: 2016.481323
	Iteration 8Q: 3 clusters Score -52508.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52512.117188 Penalty: 2016.481323
	Iteration 9Q: 3 clusters Score -52512.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -52513.375000 Penalty: 2016.481323
	Iteration 10Q: 3 clusters Score -52513.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -52514.210938 Penalty: 2016.481323
	Iteration 11Q: 3 clusters Score -52514.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52517.937500 Penalty: 2016.481323
	Iteration 12Q: 3 clusters Score -52517.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -52522.082031 Penalty: 2016.481323
	Iteration 13Q: 3 clusters Score -52522.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -52525.132812 Penalty: 2016.481323
	Iteration 14Q: 3 clusters Score -52525.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -52531.363281 Penalty: 2016.481323
	Iteration 15Q: 3 clusters Score -52531.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -52531.597656 Penalty: 2016.481323
	Iteration 16Q: 3 clusters Score -52531.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -52531.597656 Penalty: 2016.481323
	Iteration 17F: 3 clusters Score -52531.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Entering Unmasked Estep 
Score: -746008.375000 Penalty: 1409.667969
	Iteration 0F: 2 clusters Score -746008.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -741484.937500 Penalty: 2819.335938
	Iteration 0F: 3 clusters Score -741484.9 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -742785.812500 Penalty: 2819.335938
	Iteration 1F: 3 clusters Score -742785.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -742944.812500 Penalty: 2819.335938
	Iteration 2F: 3 clusters Score -742944.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -743054.812500 Penalty: 2819.335938
	Iteration 3Q: 3 clusters Score -743054.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -743145.687500 Penalty: 2819.335938
	Iteration 4Q: 3 clusters Score -743145.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -743236.375000 Penalty: 2819.335938
	Iteration 5Q: 3 clusters Score -743236.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -743333.750000 Penalty: 2819.335938
	Iteration 6Q: 3 clusters Score -743333.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -743449.250000 Penalty: 2819.335938
	Iteration 7Q: 3 clusters Score -743449.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -743543.500000 Penalty: 2819.335938
	Iteration 8Q: 3 clusters Score -743543.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -743655.250000 Penalty: 2819.335938
	Iteration 9Q: 3 clusters Score -743655.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -743778.312500 Penalty: 2819.335938
	Iteration 10Q: 3 clusters Score -743778.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -743902.687500 Penalty: 2819.335938
	Iteration 11Q: 3 clusters Score -743902.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -744022.375000 Penalty: 2819.335938
	Iteration 12Q: 3 clusters Score -744022.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -744143.000000 Penalty: 2819.335938
	Iteration 13Q: 3 clusters Score -744143 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -744245.000000 Penalty: 2819.335938
	Iteration 14Q: 3 clusters Score -744245 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -744319.125000 Penalty: 2819.335938
	Iteration 15Q: 3 clusters Score -744319.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -744396.000000 Penalty: 2819.335938
	Iteration 16Q: 3 clusters Score -744396 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -744471.062500 Penalty: 2819.335938
	Iteration 17Q: 3 clusters Score -744471.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -744517.500000 Penalty: 2819.335938
	Iteration 18Q: 3 clusters Score -744517.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -744555.875000 Penalty: 2819.335938
	Iteration 19Q: 3 clusters Score -744555.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -744584.750000 Penalty: 2819.335938
	Iteration 20F: 3 clusters Score -744584.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -744619.125000 Penalty: 2819.335938
	Iteration 21Q: 3 clusters Score -744619.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -744648.750000 Penalty: 2819.335938
	Iteration 22Q: 3 clusters Score -744648.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -744678.125000 Penalty: 2819.335938
	Iteration 23Q: 3 clusters Score -744678.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -744692.437500 Penalty: 2819.335938
	Iteration 24Q: 3 clusters Score -744692.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -744702.375000 Penalty: 2819.335938
	Iteration 25Q: 3 clusters Score -744702.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -744711.562500 Penalty: 2819.335938
	Iteration 26Q: 3 clusters Score -744711.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -744717.875000 Penalty: 2819.335938
	Iteration 27Q: 3 clusters Score -744717.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -744723.562500 Penalty: 2819.335938
	Iteration 28Q: 3 clusters Score -744723.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -744726.062500 Penalty: 2819.335938
	Iteration 29Q: 3 clusters Score -744726.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -744730.812500 Penalty: 2819.335938
	Iteration 30Q: 3 clusters Score -744730.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -744734.250000 Penalty: 2819.335938
	Iteration 31Q: 3 clusters Score -744734.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -744736.625000 Penalty: 2819.335938
	Iteration 32Q: 3 clusters Score -744736.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -744739.062500 Penalty: 2819.335938
	Iteration 33Q: 3 clusters Score -744739.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -744743.062500 Penalty: 2819.335938
	Iteration 34Q: 3 clusters Score -744743.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -744748.687500 Penalty: 2819.335938
	Iteration 35Q: 3 clusters Score -744748.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -744752.687500 Penalty: 2819.335938
	Iteration 36Q: 3 clusters Score -744752.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -744753.312500 Penalty: 2819.335938
	Iteration 37Q: 3 clusters Score -744753.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -744754.500000 Penalty: 2819.335938
	Iteration 38Q: 3 clusters Score -744754.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -744754.250000 Penalty: 2819.335938
	Iteration 39Q: 3 clusters Score -744754.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -744754.250000 Penalty: 2819.335938
	Iteration 40F: 3 clusters Score -744754.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Entering Unmasked Estep 
Score: -394104.437500 Penalty: 1324.591553
	Iteration 0F: 2 clusters Score -394104.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -391110.156250 Penalty: 2649.183105
	Iteration 0F: 3 clusters Score -391110.2 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -392147.500000 Penalty: 2649.183105
	Iteration 1F: 3 clusters Score -392147.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -392452.937500 Penalty: 2649.183105
	Iteration 2F: 3 clusters Score -392452.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -392637.375000 Penalty: 2649.183105
	Iteration 3F: 3 clusters Score -392637.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -392754.656250 Penalty: 2649.183105
	Iteration 4Q: 3 clusters Score -392754.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -392847.968750 Penalty: 2649.183105
	Iteration 5Q: 3 clusters Score -392848 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -392918.406250 Penalty: 2649.183105
	Iteration 6Q: 3 clusters Score -392918.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -392974.875000 Penalty: 2649.183105
	Iteration 7Q: 3 clusters Score -392974.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -393008.625000 Penalty: 2649.183105
	Iteration 8Q: 3 clusters Score -393008.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -393032.562500 Penalty: 2649.183105
	Iteration 9Q: 3 clusters Score -393032.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -393051.125000 Penalty: 2649.183105
	Iteration 10Q: 3 clusters Score -393051.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -393064.968750 Penalty: 2649.183105
	Iteration 11Q: 3 clusters Score -393065 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -393079.500000 Penalty: 2649.183105
	Iteration 12Q: 3 clusters Score -393079.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -393095.625000 Penalty: 2649.183105
	Iteration 13Q: 3 clusters Score -393095.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -393113.468750 Penalty: 2649.183105
	Iteration 14Q: 3 clusters Score -393113.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -393124.531250 Penalty: 2649.183105
	Iteration 15Q: 3 clusters Score -393124.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -393135.375000 Penalty: 2649.183105
	Iteration 16Q: 3 clusters Score -393135.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -393143.000000 Penalty: 2649.183105
	Iteration 17Q: 3 clusters Score -393143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -393147.718750 Penalty: 2649.183105
	Iteration 18Q: 3 clusters Score -393147.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -393151.031250 Penalty: 2649.183105
	Iteration 19Q: 3 clusters Score -393151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -393154.406250 Penalty: 2649.183105
	Iteration 20F: 3 clusters Score -393154.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -393157.531250 Penalty: 2649.183105
	Iteration 21Q: 3 clusters Score -393157.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -393161.812500 Penalty: 2649.183105
	Iteration 22Q: 3 clusters Score -393161.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -393167.125000 Penalty: 2649.183105
	Iteration 23Q: 3 clusters Score -393167.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -393175.125000 Penalty: 2649.183105
	Iteration 24Q: 3 clusters Score -393175.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -393181.687500 Penalty: 2649.183105
	Iteration 25Q: 3 clusters Score -393181.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -393189.406250 Penalty: 2649.183105
	Iteration 26Q: 3 clusters Score -393189.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -393198.531250 Penalty: 2649.183105
	Iteration 27Q: 3 clusters Score -393198.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -393205.906250 Penalty: 2649.183105
	Iteration 28Q: 3 clusters Score -393205.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -393212.562500 Penalty: 2649.183105
	Iteration 29Q: 3 clusters Score -393212.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -393220.781250 Penalty: 2649.183105
	Iteration 30Q: 3 clusters Score -393220.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -393233.156250 Penalty: 2649.183105
	Iteration 31Q: 3 clusters Score -393233.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -393250.656250 Penalty: 2649.183105
	Iteration 32Q: 3 clusters Score -393250.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -393270.875000 Penalty: 2649.183105
	Iteration 33Q: 3 clusters Score -393270.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -393289.187500 Penalty: 2649.183105
	Iteration 34Q: 3 clusters Score -393289.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -393319.781250 Penalty: 2649.183105
	Iteration 35Q: 3 clusters Score -393319.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -393340.593750 Penalty: 2649.183105
	Iteration 36Q: 3 clusters Score -393340.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -393359.093750 Penalty: 2649.183105
	Iteration 37Q: 3 clusters Score -393359.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -393397.687500 Penalty: 2649.183105
	Iteration 38Q: 3 clusters Score -393397.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -393500.156250 Penalty: 2649.183105
	Iteration 39Q: 3 clusters Score -393500.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -393577.281250 Penalty: 2649.183105
	Iteration 40F: 3 clusters Score -393577.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -393607.156250 Penalty: 2649.183105
	Iteration 41Q: 3 clusters Score -393607.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -393619.375000 Penalty: 2649.183105
	Iteration 42Q: 3 clusters Score -393619.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -393623.343750 Penalty: 2649.183105
	Iteration 43Q: 3 clusters Score -393623.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -393625.000000 Penalty: 2649.183105
	Iteration 44Q: 3 clusters Score -393625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -393627.437500 Penalty: 2649.183105
	Iteration 45Q: 3 clusters Score -393627.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -393628.750000 Penalty: 2649.183105
	Iteration 46Q: 3 clusters Score -393628.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -393631.031250 Penalty: 2649.183105
	Iteration 47Q: 3 clusters Score -393631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -393631.031250 Penalty: 2649.183105
	Iteration 48F: 3 clusters Score -393631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Entering Unmasked Estep 
Score: -3058700.500000 Penalty: 1643.055664
	Iteration 0F: 2 clusters Score -3058700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -3042027.750000 Penalty: 3286.111328
	Iteration 0F: 3 clusters Score -3042028 nChanged 11305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -3048370.000000 Penalty: 3286.111328
	Iteration 1F: 3 clusters Score -3048370 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -3048805.500000 Penalty: 3286.111328
	Iteration 2Q: 3 clusters Score -3048806 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -3049207.500000 Penalty: 3286.111328
	Iteration 3Q: 3 clusters Score -3049208 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -3049645.000000 Penalty: 3286.111328
	Iteration 4Q: 3 clusters Score -3049645 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -3050077.750000 Penalty: 3286.111328
	Iteration 5Q: 3 clusters Score -3050078 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3050541.750000 Penalty: 3286.111328
	Iteration 6Q: 3 clusters Score -3050542 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -3051064.000000 Penalty: 3286.111328
	Iteration 7Q: 3 clusters Score -3051064 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -3051658.000000 Penalty: 3286.111328
	Iteration 8Q: 3 clusters Score -3051658 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -3052390.750000 Penalty: 3286.111328
	Iteration 9Q: 3 clusters Score -3052391 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -3053102.500000 Penalty: 3286.111328
	Iteration 10Q: 3 clusters Score -3053102 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -3053648.500000 Penalty: 3286.111328
	Iteration 11Q: 3 clusters Score -3053648 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -3054001.250000 Penalty: 3286.111328
	Iteration 12Q: 3 clusters Score -3054001 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -3054236.750000 Penalty: 3286.111328
	Iteration 13Q: 3 clusters Score -3054237 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -3054390.250000 Penalty: 3286.111328
	Iteration 14Q: 3 clusters Score -3054390 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -3054513.250000 Penalty: 3286.111328
	Iteration 15Q: 3 clusters Score -3054513 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -3054604.500000 Penalty: 3286.111328
	Iteration 16Q: 3 clusters Score -3054604 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -3054703.000000 Penalty: 3286.111328
	Iteration 17Q: 3 clusters Score -3054703 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -3054836.500000 Penalty: 3286.111328
	Iteration 18Q: 3 clusters Score -3054836 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -3054956.250000 Penalty: 3286.111328
	Iteration 19Q: 3 clusters Score -3054956 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -3055097.250000 Penalty: 3286.111328
	Iteration 20F: 3 clusters Score -3055097 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -3055237.250000 Penalty: 3286.111328
	Iteration 21Q: 3 clusters Score -3055237 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -3055353.250000 Penalty: 3286.111328
	Iteration 22Q: 3 clusters Score -3055353 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -3055505.750000 Penalty: 3286.111328
	Iteration 23Q: 3 clusters Score -3055506 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -3055620.750000 Penalty: 3286.111328
	Iteration 24Q: 3 clusters Score -3055621 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -3055735.750000 Penalty: 3286.111328
	Iteration 25Q: 3 clusters Score -3055736 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -3055837.500000 Penalty: 3286.111328
	Iteration 26Q: 3 clusters Score -3055838 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -3055956.500000 Penalty: 3286.111328
	Iteration 27Q: 3 clusters Score -3055956 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -3056061.750000 Penalty: 3286.111328
	Iteration 28Q: 3 clusters Score -3056062 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -3056148.000000 Penalty: 3286.111328
	Iteration 29Q: 3 clusters Score -3056148 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -3056243.500000 Penalty: 3286.111328
	Iteration 30Q: 3 clusters Score -3056244 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -3056303.500000 Penalty: 3286.111328
	Iteration 31Q: 3 clusters Score -3056304 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -3056372.000000 Penalty: 3286.111328
	Iteration 32Q: 3 clusters Score -3056372 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -3056434.000000 Penalty: 3286.111328
	Iteration 33Q: 3 clusters Score -3056434 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -3056484.250000 Penalty: 3286.111328
	Iteration 34Q: 3 clusters Score -3056484 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -3056524.500000 Penalty: 3286.111328
	Iteration 35Q: 3 clusters Score -3056524 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -3056571.750000 Penalty: 3286.111328
	Iteration 36Q: 3 clusters Score -3056572 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -3056612.000000 Penalty: 3286.111328
	Iteration 37Q: 3 clusters Score -3056612 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -3056652.750000 Penalty: 3286.111328
	Iteration 38Q: 3 clusters Score -3056653 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -3056696.250000 Penalty: 3286.111328
	Iteration 39Q: 3 clusters Score -3056696 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -3056733.250000 Penalty: 3286.111328
	Iteration 40F: 3 clusters Score -3056733 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -3056765.250000 Penalty: 3286.111328
	Iteration 41Q: 3 clusters Score -3056765 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -3056791.500000 Penalty: 3286.111328
	Iteration 42Q: 3 clusters Score -3056792 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -3056823.250000 Penalty: 3286.111328
	Iteration 43Q: 3 clusters Score -3056823 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -3056847.750000 Penalty: 3286.111328
	Iteration 44Q: 3 clusters Score -3056848 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -3056871.750000 Penalty: 3286.111328
	Iteration 45Q: 3 clusters Score -3056872 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -3056896.750000 Penalty: 3286.111328
	Iteration 46Q: 3 clusters Score -3056897 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -3056922.750000 Penalty: 3286.111328
	Iteration 47Q: 3 clusters Score -3056923 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -3056950.250000 Penalty: 3286.111328
	Iteration 48Q: 3 clusters Score -3056950 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -3056972.500000 Penalty: 3286.111328
	Iteration 49Q: 3 clusters Score -3056972 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -3056988.250000 Penalty: 3286.111328
	Iteration 50Q: 3 clusters Score -3056988 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -3057003.500000 Penalty: 3286.111328
	Iteration 51Q: 3 clusters Score -3057004 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -3057019.500000 Penalty: 3286.111328
	Iteration 52Q: 3 clusters Score -3057020 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -3057033.000000 Penalty: 3286.111328
	Iteration 53Q: 3 clusters Score -3057033 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -3057044.750000 Penalty: 3286.111328
	Iteration 54Q: 3 clusters Score -3057045 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -3057063.750000 Penalty: 3286.111328
	Iteration 55Q: 3 clusters Score -3057064 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -3057089.500000 Penalty: 3286.111328
	Iteration 56Q: 3 clusters Score -3057090 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -3057111.000000 Penalty: 3286.111328
	Iteration 57Q: 3 clusters Score -3057111 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -3057133.750000 Penalty: 3286.111328
	Iteration 58Q: 3 clusters Score -3057134 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -3057148.750000 Penalty: 3286.111328
	Iteration 59Q: 3 clusters Score -3057149 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -3057157.750000 Penalty: 3286.111328
	Iteration 60F: 3 clusters Score -3057158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -3057178.750000 Penalty: 3286.111328
	Iteration 61Q: 3 clusters Score -3057179 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -3057183.250000 Penalty: 3286.111328
	Iteration 62Q: 3 clusters Score -3057183 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -3057195.750000 Penalty: 3286.111328
	Iteration 63Q: 3 clusters Score -3057196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -3057211.000000 Penalty: 3286.111328
	Iteration 64Q: 3 clusters Score -3057211 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -3057223.250000 Penalty: 3286.111328
	Iteration 65Q: 3 clusters Score -3057223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -3057229.250000 Penalty: 3286.111328
	Iteration 66Q: 3 clusters Score -3057229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -3057224.750000 Penalty: 3286.111328
	Iteration 67Q: 3 clusters Score -3057225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -3057232.250000 Penalty: 3286.111328
	Iteration 68Q: 3 clusters Score -3057232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -3057236.750000 Penalty: 3286.111328
	Iteration 69Q: 3 clusters Score -3057237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -3057238.750000 Penalty: 3286.111328
	Iteration 70Q: 3 clusters Score -3057239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -3057245.000000 Penalty: 3286.111328
	Iteration 71Q: 3 clusters Score -3057245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -3057252.250000 Penalty: 3286.111328
	Iteration 72Q: 3 clusters Score -3057252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -3057263.500000 Penalty: 3286.111328
	Iteration 73Q: 3 clusters Score -3057264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -3057270.000000 Penalty: 3286.111328
	Iteration 74Q: 3 clusters Score -3057270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -3057274.000000 Penalty: 3286.111328
	Iteration 75Q: 3 clusters Score -3057274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -3057286.250000 Penalty: 3286.111328
	Iteration 76Q: 3 clusters Score -3057286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -3057297.750000 Penalty: 3286.111328
	Iteration 77Q: 3 clusters Score -3057298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -3057303.500000 Penalty: 3286.111328
	Iteration 78Q: 3 clusters Score -3057304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -3057302.000000 Penalty: 3286.111328
	Iteration 79Q: 3 clusters Score -3057302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -3057306.750000 Penalty: 3286.111328
	Iteration 80F: 3 clusters Score -3057307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -3057306.250000 Penalty: 3286.111328
	Iteration 81Q: 3 clusters Score -3057306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -3057311.750000 Penalty: 3286.111328
	Iteration 82Q: 3 clusters Score -3057312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -3057314.000000 Penalty: 3286.111328
	Iteration 83Q: 3 clusters Score -3057314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -3057315.000000 Penalty: 3286.111328
	Iteration 84Q: 3 clusters Score -3057315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -3057314.750000 Penalty: 3286.111328
	Iteration 85Q: 3 clusters Score -3057315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -3057313.250000 Penalty: 3286.111328
	Iteration 86Q: 3 clusters Score -3057313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -3057313.250000 Penalty: 3286.111328
	Iteration 87F: 3 clusters Score -3057313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -31738.115234 Penalty: 968.663330
	Iteration 0F: 2 clusters Score -31738.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -30940.861328 Penalty: 1937.326660
	Iteration 0F: 3 clusters Score -30940.86 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31231.246094 Penalty: 1937.326660
	Iteration 1F: 3 clusters Score -31231.25 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -31311.878906 Penalty: 1937.326660
	Iteration 2F: 3 clusters Score -31311.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31351.513672 Penalty: 1937.326660
	Iteration 3Q: 3 clusters Score -31351.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31401.876953 Penalty: 1937.326660
	Iteration 4Q: 3 clusters Score -31401.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31434.986328 Penalty: 1937.326660
	Iteration 5Q: 3 clusters Score -31434.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31467.187500 Penalty: 1937.326660
	Iteration 6Q: 3 clusters Score -31467.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31469.599609 Penalty: 1937.326660
	Iteration 7Q: 3 clusters Score -31469.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31469.599609 Penalty: 1937.326660
	Iteration 8F: 3 clusters Score -31469.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Entering Unmasked Estep 
Score: -206449.968750 Penalty: 1203.984619
	Iteration 0F: 2 clusters Score -206450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -204592.281250 Penalty: 2407.969238
	Iteration 0F: 3 clusters Score -204592.3 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -204964.812500 Penalty: 2407.969238
	Iteration 1F: 3 clusters Score -204964.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -205063.609375 Penalty: 2407.969238
	Iteration 2F: 3 clusters Score -205063.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -205109.171875 Penalty: 2407.969238
	Iteration 3Q: 3 clusters Score -205109.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -205137.968750 Penalty: 2407.969238
	Iteration 4Q: 3 clusters Score -205138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -205162.453125 Penalty: 2407.969238
	Iteration 5Q: 3 clusters Score -205162.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -205173.281250 Penalty: 2407.969238
	Iteration 6Q: 3 clusters Score -205173.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -205182.328125 Penalty: 2407.969238
	Iteration 7Q: 3 clusters Score -205182.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -205191.187500 Penalty: 2407.969238
	Iteration 8Q: 3 clusters Score -205191.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -205196.203125 Penalty: 2407.969238
	Iteration 9Q: 3 clusters Score -205196.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -205203.078125 Penalty: 2407.969238
	Iteration 10Q: 3 clusters Score -205203.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -205207.812500 Penalty: 2407.969238
	Iteration 11Q: 3 clusters Score -205207.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -205212.234375 Penalty: 2407.969238
	Iteration 12Q: 3 clusters Score -205212.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -205216.515625 Penalty: 2407.969238
	Iteration 13Q: 3 clusters Score -205216.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -205219.421875 Penalty: 2407.969238
	Iteration 14Q: 3 clusters Score -205219.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -205223.734375 Penalty: 2407.969238
	Iteration 15Q: 3 clusters Score -205223.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -205227.968750 Penalty: 2407.969238
	Iteration 16Q: 3 clusters Score -205228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -205233.750000 Penalty: 2407.969238
	Iteration 17Q: 3 clusters Score -205233.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -205238.609375 Penalty: 2407.969238
	Iteration 18Q: 3 clusters Score -205238.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -205241.765625 Penalty: 2407.969238
	Iteration 19Q: 3 clusters Score -205241.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -205243.968750 Penalty: 2407.969238
	Iteration 20F: 3 clusters Score -205244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -205247.546875 Penalty: 2407.969238
	Iteration 21Q: 3 clusters Score -205247.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -205249.734375 Penalty: 2407.969238
	Iteration 22Q: 3 clusters Score -205249.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -205250.000000 Penalty: 2407.969238
	Iteration 23Q: 3 clusters Score -205250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -205250.625000 Penalty: 2407.969238
	Iteration 24Q: 3 clusters Score -205250.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -205253.921875 Penalty: 2407.969238
	Iteration 25Q: 3 clusters Score -205253.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -205254.437500 Penalty: 2407.969238
	Iteration 26Q: 3 clusters Score -205254.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -205255.359375 Penalty: 2407.969238
	Iteration 27Q: 3 clusters Score -205255.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -205255.984375 Penalty: 2407.969238
	Iteration 28Q: 3 clusters Score -205256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -205255.984375 Penalty: 2407.969238
	Iteration 29F: 3 clusters Score -205256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -25360.855469 Penalty: 930.082581
	Iteration 0F: 2 clusters Score -25360.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24573.875000 Penalty: 1860.165161
	Iteration 0F: 3 clusters Score -24573.88 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25053.066406 Penalty: 1860.165161
	Iteration 1F: 3 clusters Score -25053.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25297.572266 Penalty: 1860.165161
	Iteration 2F: 3 clusters Score -25297.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25447.734375 Penalty: 1860.165161
	Iteration 3F: 3 clusters Score -25447.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -25597.480469 Penalty: 1860.165161
	Iteration 4Q: 3 clusters Score -25597.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25731.134766 Penalty: 1860.165161
	Iteration 5Q: 3 clusters Score -25731.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -25845.101562 Penalty: 1860.165161
	Iteration 6Q: 3 clusters Score -25845.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25880.099609 Penalty: 1860.165161
	Iteration 7Q: 3 clusters Score -25880.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25882.013672 Penalty: 1860.165161
	Iteration 8Q: 3 clusters Score -25882.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25904.265625 Penalty: 1860.165161
	Iteration 9Q: 3 clusters Score -25904.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25908.400391 Penalty: 1860.165161
	Iteration 10Q: 3 clusters Score -25908.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -25912.732422 Penalty: 1860.165161
	Iteration 11Q: 3 clusters Score -25912.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -25912.732422 Penalty: 1860.165161
	Iteration 12F: 3 clusters Score -25912.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 107583 members 
Mstep: Class 3 contains 6573 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9449 members 
Mstep: Class 6 contains 42699 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 6926 members 
Mstep: Class 9 contains 92933 members 
Mstep: Class 10 contains 80325 members 
Mstep: Class 11 contains 96247 members 
Mstep: Class 12 contains 48151 members 
Mstep: Class 13 contains 4963 members 
Mstep: Class 14 contains 102546 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5854 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 24615 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 140 members 
Mstep: Class 24 contains 9862 members 
Mstep: Class 25 contains 97655 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6762 members 
Mstep: Class 28 contains 3456 members 
Mstep: Class 29 contains 3345 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 843 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13577 members 
Mstep: Class 34 contains 10109 members 
Mstep: Class 35 contains 9821 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 104568 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 8196 members 
Mstep: Class 41 contains 1644 members 
Mstep: Class 42 contains 166 members 
Entering Unmasked Estep 
Score: -111782640.000000 Penalty: 93710.203125
Splitting cluster 23 changes total score from -111783624.000000 to -111782640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (9862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Entering Unmasked Estep 
Score: -1149628.625000 Penalty: 1494.422241
	Iteration 0F: 2 clusters Score -1149629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1142498.625000 Penalty: 2988.844482
	Iteration 0F: 3 clusters Score -1142499 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1145075.875000 Penalty: 2988.844482
	Iteration 1F: 3 clusters Score -1145076 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1145499.000000 Penalty: 2988.844482
	Iteration 2F: 3 clusters Score -1145499 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1145846.125000 Penalty: 2988.844482
	Iteration 3F: 3 clusters Score -1145846 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1146105.125000 Penalty: 2988.844482
	Iteration 4F: 3 clusters Score -1146105 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1146363.875000 Penalty: 2988.844482
	Iteration 5Q: 3 clusters Score -1146364 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1146570.875000 Penalty: 2988.844482
	Iteration 6Q: 3 clusters Score -1146571 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1146739.375000 Penalty: 2988.844482
	Iteration 7Q: 3 clusters Score -1146739 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1146886.625000 Penalty: 2988.844482
	Iteration 8Q: 3 clusters Score -1146887 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1146999.500000 Penalty: 2988.844482
	Iteration 9Q: 3 clusters Score -1147000 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1147106.375000 Penalty: 2988.844482
	Iteration 10Q: 3 clusters Score -1147106 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1147195.375000 Penalty: 2988.844482
	Iteration 11Q: 3 clusters Score -1147195 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1147283.875000 Penalty: 2988.844482
	Iteration 12Q: 3 clusters Score -1147284 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1147361.375000 Penalty: 2988.844482
	Iteration 13Q: 3 clusters Score -1147361 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1147428.500000 Penalty: 2988.844482
	Iteration 14Q: 3 clusters Score -1147428 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1147496.875000 Penalty: 2988.844482
	Iteration 15Q: 3 clusters Score -1147497 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1147565.000000 Penalty: 2988.844482
	Iteration 16Q: 3 clusters Score -1147565 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1147626.875000 Penalty: 2988.844482
	Iteration 17Q: 3 clusters Score -1147627 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1147676.875000 Penalty: 2988.844482
	Iteration 18Q: 3 clusters Score -1147677 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1147734.625000 Penalty: 2988.844482
	Iteration 19Q: 3 clusters Score -1147735 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1147792.000000 Penalty: 2988.844482
	Iteration 20F: 3 clusters Score -1147792 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1147845.375000 Penalty: 2988.844482
	Iteration 21Q: 3 clusters Score -1147845 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1147895.125000 Penalty: 2988.844482
	Iteration 22Q: 3 clusters Score -1147895 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1147959.125000 Penalty: 2988.844482
	Iteration 23Q: 3 clusters Score -1147959 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1148017.125000 Penalty: 2988.844482
	Iteration 24Q: 3 clusters Score -1148017 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1148066.750000 Penalty: 2988.844482
	Iteration 25Q: 3 clusters Score -1148067 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1148110.625000 Penalty: 2988.844482
	Iteration 26Q: 3 clusters Score -1148111 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1148149.000000 Penalty: 2988.844482
	Iteration 27Q: 3 clusters Score -1148149 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1148179.125000 Penalty: 2988.844482
	Iteration 28Q: 3 clusters Score -1148179 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1148203.500000 Penalty: 2988.844482
	Iteration 29Q: 3 clusters Score -1148204 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1148224.250000 Penalty: 2988.844482
	Iteration 30Q: 3 clusters Score -1148224 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1148240.625000 Penalty: 2988.844482
	Iteration 31Q: 3 clusters Score -1148241 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1148265.125000 Penalty: 2988.844482
	Iteration 32Q: 3 clusters Score -1148265 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1148282.500000 Penalty: 2988.844482
	Iteration 33Q: 3 clusters Score -1148282 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1148292.250000 Penalty: 2988.844482
	Iteration 34Q: 3 clusters Score -1148292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1148301.375000 Penalty: 2988.844482
	Iteration 35Q: 3 clusters Score -1148301 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1148311.500000 Penalty: 2988.844482
	Iteration 36Q: 3 clusters Score -1148312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1148317.500000 Penalty: 2988.844482
	Iteration 37Q: 3 clusters Score -1148318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1148322.625000 Penalty: 2988.844482
	Iteration 38Q: 3 clusters Score -1148323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1148329.500000 Penalty: 2988.844482
	Iteration 39Q: 3 clusters Score -1148330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1148327.875000 Penalty: 2988.844482
	Iteration 40F: 3 clusters Score -1148328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1148333.125000 Penalty: 2988.844482
	Iteration 41Q: 3 clusters Score -1148333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1148333.125000 Penalty: 2988.844482
	Iteration 42Q: 3 clusters Score -1148333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1148337.500000 Penalty: 2988.844482
	Iteration 43Q: 3 clusters Score -1148338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1148344.375000 Penalty: 2988.844482
	Iteration 44Q: 3 clusters Score -1148344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1148345.875000 Penalty: 2988.844482
	Iteration 45Q: 3 clusters Score -1148346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1148350.500000 Penalty: 2988.844482
	Iteration 46Q: 3 clusters Score -1148350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1148352.875000 Penalty: 2988.844482
	Iteration 47Q: 3 clusters Score -1148353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1148356.375000 Penalty: 2988.844482
	Iteration 48Q: 3 clusters Score -1148356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1148362.750000 Penalty: 2988.844482
	Iteration 49Q: 3 clusters Score -1148363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1148365.500000 Penalty: 2988.844482
	Iteration 50Q: 3 clusters Score -1148366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1148367.750000 Penalty: 2988.844482
	Iteration 51Q: 3 clusters Score -1148368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1148370.750000 Penalty: 2988.844482
	Iteration 52Q: 3 clusters Score -1148371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1148374.000000 Penalty: 2988.844482
	Iteration 53Q: 3 clusters Score -1148374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1148376.875000 Penalty: 2988.844482
	Iteration 54Q: 3 clusters Score -1148377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1148379.000000 Penalty: 2988.844482
	Iteration 55Q: 3 clusters Score -1148379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1148386.875000 Penalty: 2988.844482
	Iteration 56Q: 3 clusters Score -1148387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1148389.500000 Penalty: 2988.844482
	Iteration 57Q: 3 clusters Score -1148390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1148392.875000 Penalty: 2988.844482
	Iteration 58Q: 3 clusters Score -1148393 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1148397.000000 Penalty: 2988.844482
	Iteration 59Q: 3 clusters Score -1148397 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1148399.750000 Penalty: 2988.844482
	Iteration 60F: 3 clusters Score -1148400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1148403.500000 Penalty: 2988.844482
	Iteration 61Q: 3 clusters Score -1148404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1148405.000000 Penalty: 2988.844482
	Iteration 62Q: 3 clusters Score -1148405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1148406.000000 Penalty: 2988.844482
	Iteration 63Q: 3 clusters Score -1148406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1148408.125000 Penalty: 2988.844482
	Iteration 64Q: 3 clusters Score -1148408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1148412.750000 Penalty: 2988.844482
	Iteration 65Q: 3 clusters Score -1148413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1148415.750000 Penalty: 2988.844482
	Iteration 66Q: 3 clusters Score -1148416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1148417.250000 Penalty: 2988.844482
	Iteration 67Q: 3 clusters Score -1148417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1148420.750000 Penalty: 2988.844482
	Iteration 68Q: 3 clusters Score -1148421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1148422.250000 Penalty: 2988.844482
	Iteration 69Q: 3 clusters Score -1148422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1148424.125000 Penalty: 2988.844482
	Iteration 70Q: 3 clusters Score -1148424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1148422.750000 Penalty: 2988.844482
	Iteration 71Q: 3 clusters Score -1148423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1148425.750000 Penalty: 2988.844482
	Iteration 72Q: 3 clusters Score -1148426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1148426.375000 Penalty: 2988.844482
	Iteration 73Q: 3 clusters Score -1148426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1148428.000000 Penalty: 2988.844482
	Iteration 74Q: 3 clusters Score -1148428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1148430.125000 Penalty: 2988.844482
	Iteration 75Q: 3 clusters Score -1148430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1148431.625000 Penalty: 2988.844482
	Iteration 76Q: 3 clusters Score -1148432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1148431.375000 Penalty: 2988.844482
	Iteration 77Q: 3 clusters Score -1148431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1148432.250000 Penalty: 2988.844482
	Iteration 78Q: 3 clusters Score -1148432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1148435.125000 Penalty: 2988.844482
	Iteration 79Q: 3 clusters Score -1148435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1148435.125000 Penalty: 2988.844482
	Iteration 80F: 3 clusters Score -1148435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1148436.750000 Penalty: 2988.844482
	Iteration 81Q: 3 clusters Score -1148437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1148437.875000 Penalty: 2988.844482
	Iteration 82Q: 3 clusters Score -1148438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1148441.750000 Penalty: 2988.844482
	Iteration 83Q: 3 clusters Score -1148442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1148447.000000 Penalty: 2988.844482
	Iteration 84Q: 3 clusters Score -1148447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1148453.250000 Penalty: 2988.844482
	Iteration 85Q: 3 clusters Score -1148453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1148458.375000 Penalty: 2988.844482
	Iteration 86Q: 3 clusters Score -1148458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1148461.125000 Penalty: 2988.844482
	Iteration 87Q: 3 clusters Score -1148461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1148465.500000 Penalty: 2988.844482
	Iteration 88Q: 3 clusters Score -1148466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1148469.000000 Penalty: 2988.844482
	Iteration 89Q: 3 clusters Score -1148469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1148473.750000 Penalty: 2988.844482
	Iteration 90Q: 3 clusters Score -1148474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1148479.750000 Penalty: 2988.844482
	Iteration 91Q: 3 clusters Score -1148480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1148481.000000 Penalty: 2988.844482
	Iteration 92Q: 3 clusters Score -1148481 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1148489.625000 Penalty: 2988.844482
	Iteration 93Q: 3 clusters Score -1148490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1148498.375000 Penalty: 2988.844482
	Iteration 94Q: 3 clusters Score -1148498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1148506.625000 Penalty: 2988.844482
	Iteration 95Q: 3 clusters Score -1148507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1148511.500000 Penalty: 2988.844482
	Iteration 96Q: 3 clusters Score -1148512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1148514.125000 Penalty: 2988.844482
	Iteration 97Q: 3 clusters Score -1148514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1148517.250000 Penalty: 2988.844482
	Iteration 98Q: 3 clusters Score -1148517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1148519.750000 Penalty: 2988.844482
	Iteration 99Q: 3 clusters Score -1148520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1148521.875000 Penalty: 2988.844482
	Iteration 100F: 3 clusters Score -1148522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1148525.000000 Penalty: 2988.844482
	Iteration 101Q: 3 clusters Score -1148525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1148527.750000 Penalty: 2988.844482
	Iteration 102Q: 3 clusters Score -1148528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1148526.750000 Penalty: 2988.844482
	Iteration 103Q: 3 clusters Score -1148527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1148528.000000 Penalty: 2988.844482
	Iteration 104Q: 3 clusters Score -1148528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1148527.750000 Penalty: 2988.844482
	Iteration 105Q: 3 clusters Score -1148528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1148528.250000 Penalty: 2988.844482
	Iteration 106Q: 3 clusters Score -1148528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1148530.750000 Penalty: 2988.844482
	Iteration 107Q: 3 clusters Score -1148531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1148529.375000 Penalty: 2988.844482
	Iteration 108Q: 3 clusters Score -1148529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1148532.125000 Penalty: 2988.844482
	Iteration 109Q: 3 clusters Score -1148532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1148533.500000 Penalty: 2988.844482
	Iteration 110Q: 3 clusters Score -1148534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1148533.375000 Penalty: 2988.844482
	Iteration 111Q: 3 clusters Score -1148533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1148539.625000 Penalty: 2988.844482
	Iteration 112Q: 3 clusters Score -1148540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1148537.875000 Penalty: 2988.844482
	Iteration 113Q: 3 clusters Score -1148538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1148541.125000 Penalty: 2988.844482
	Iteration 114Q: 3 clusters Score -1148541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1148542.625000 Penalty: 2988.844482
	Iteration 115Q: 3 clusters Score -1148543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1148544.500000 Penalty: 2988.844482
	Iteration 116Q: 3 clusters Score -1148544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1148548.000000 Penalty: 2988.844482
	Iteration 117Q: 3 clusters Score -1148548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1148549.625000 Penalty: 2988.844482
	Iteration 118Q: 3 clusters Score -1148550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1148555.000000 Penalty: 2988.844482
	Iteration 119Q: 3 clusters Score -1148555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1148556.000000 Penalty: 2988.844482
	Iteration 120F: 3 clusters Score -1148556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1148557.625000 Penalty: 2988.844482
	Iteration 121Q: 3 clusters Score -1148558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1148560.750000 Penalty: 2988.844482
	Iteration 122Q: 3 clusters Score -1148561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1148561.000000 Penalty: 2988.844482
	Iteration 123Q: 3 clusters Score -1148561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1148563.875000 Penalty: 2988.844482
	Iteration 124Q: 3 clusters Score -1148564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1148563.125000 Penalty: 2988.844482
	Iteration 125Q: 3 clusters Score -1148563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1148563.125000 Penalty: 2988.844482
	Iteration 126F: 3 clusters Score -1148563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (97655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97655 members 
Entering Unmasked Estep 
Score: -12224814.000000 Penalty: 1866.994263
	Iteration 0F: 2 clusters Score -1.222481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 49129 members 
Entering Unmasked Estep 
Score: -12160527.000000 Penalty: 3733.988525
	Iteration 0F: 3 clusters Score -1.216053e+07 nChanged 46748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 54779 members 
Entering Unmasked Estep 
Score: -12187966.000000 Penalty: 3733.988525
	Iteration 1F: 3 clusters Score -1.218797e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 58317 members 
Entering Unmasked Estep 
Score: -12189960.000000 Penalty: 3733.988525
	Iteration 2Q: 3 clusters Score -1.218996e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 63416 members 
Entering Unmasked Estep 
Score: -12193159.000000 Penalty: 3733.988525
	Iteration 3F: 3 clusters Score -1.219316e+07 nChanged 7280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 70240 members 
Entering Unmasked Estep 
Score: -12198596.000000 Penalty: 3733.988525
	Iteration 4F: 3 clusters Score -1.21986e+07 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 78383 members 
Entering Unmasked Estep 
Score: -12205869.000000 Penalty: 3733.988525
	Iteration 5F: 3 clusters Score -1.220587e+07 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 86168 members 
Entering Unmasked Estep 
Score: -12213381.000000 Penalty: 3733.988525
	Iteration 6F: 3 clusters Score -1.221338e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 92022 members 
Entering Unmasked Estep 
Score: -12219174.000000 Penalty: 3733.988525
	Iteration 7F: 3 clusters Score -1.221917e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 95236 members 
Entering Unmasked Estep 
Score: -12221897.000000 Penalty: 3733.988525
	Iteration 8Q: 3 clusters Score -1.22219e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 96614 members 
Entering Unmasked Estep 
Score: -12222663.000000 Penalty: 3733.988525
	Iteration 9Q: 3 clusters Score -1.222266e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 97138 members 
Entering Unmasked Estep 
Score: -12222940.000000 Penalty: 3733.988525
	Iteration 10Q: 3 clusters Score -1.222294e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 97313 members 
Entering Unmasked Estep 
Score: -12223086.000000 Penalty: 3733.988525
	Iteration 11Q: 3 clusters Score -1.222309e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 97377 members 
Entering Unmasked Estep 
Score: -12223155.000000 Penalty: 3733.988525
	Iteration 12Q: 3 clusters Score -1.222316e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 97393 members 
Entering Unmasked Estep 
Score: -12223204.000000 Penalty: 3733.988525
	Iteration 13Q: 3 clusters Score -1.22232e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 97399 members 
Entering Unmasked Estep 
Score: -12223223.000000 Penalty: 3733.988525
	Iteration 14Q: 3 clusters Score -1.222322e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 97402 members 
Entering Unmasked Estep 
Score: -12223239.000000 Penalty: 3733.988525
	Iteration 15Q: 3 clusters Score -1.222324e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 97407 members 
Entering Unmasked Estep 
Score: -12223237.000000 Penalty: 3733.988525
	Iteration 16Q: 3 clusters Score -1.222324e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 97415 members 
Entering Unmasked Estep 
Score: -12223254.000000 Penalty: 3733.988525
	Iteration 17Q: 3 clusters Score -1.222325e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 97418 members 
Entering Unmasked Estep 
Score: -12223258.000000 Penalty: 3733.988525
	Iteration 18Q: 3 clusters Score -1.222326e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 97419 members 
Entering Unmasked Estep 
Score: -12223279.000000 Penalty: 3733.988525
	Iteration 19Q: 3 clusters Score -1.222328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 97420 members 
Entering Unmasked Estep 
Score: -12223277.000000 Penalty: 3733.988525
	Iteration 20F: 3 clusters Score -1.222328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 97421 members 
Entering Unmasked Estep 
Score: -12223287.000000 Penalty: 3733.988525
	Iteration 21Q: 3 clusters Score -1.222329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 97421 members 
Entering Unmasked Estep 
Score: -12223290.000000 Penalty: 3733.988525
	Iteration 22Q: 3 clusters Score -1.222329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 97420 members 
Entering Unmasked Estep 
Score: -12223283.000000 Penalty: 3733.988525
	Iteration 23Q: 3 clusters Score -1.222328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 97422 members 
Entering Unmasked Estep 
Score: -12223286.000000 Penalty: 3733.988525
	Iteration 24Q: 3 clusters Score -1.222329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 97426 members 
Entering Unmasked Estep 
Score: -12223298.000000 Penalty: 3733.988525
	Iteration 25Q: 3 clusters Score -1.22233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 97426 members 
Entering Unmasked Estep 
Score: -12223298.000000 Penalty: 3733.988525
	Iteration 26Q: 3 clusters Score -1.22233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 97429 members 
Entering Unmasked Estep 
Score: -12223289.000000 Penalty: 3733.988525
	Iteration 27Q: 3 clusters Score -1.222329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 97429 members 
Entering Unmasked Estep 
Score: -12223289.000000 Penalty: 3733.988525
	Iteration 28F: 3 clusters Score -1.222329e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -83605.062500 Penalty: 1066.855591
	Iteration 0F: 2 clusters Score -83605.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -82388.984375 Penalty: 2133.711182
	Iteration 0F: 3 clusters Score -82388.98 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -82564.789062 Penalty: 2133.711182
	Iteration 1F: 3 clusters Score -82564.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -82609.015625 Penalty: 2133.711182
	Iteration 2Q: 3 clusters Score -82609.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -82631.875000 Penalty: 2133.711182
	Iteration 3Q: 3 clusters Score -82631.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -82647.796875 Penalty: 2133.711182
	Iteration 4Q: 3 clusters Score -82647.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -82662.500000 Penalty: 2133.711182
	Iteration 5Q: 3 clusters Score -82662.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -82672.960938 Penalty: 2133.711182
	Iteration 6Q: 3 clusters Score -82672.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -82678.023438 Penalty: 2133.711182
	Iteration 7Q: 3 clusters Score -82678.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -82678.664062 Penalty: 2133.711182
	Iteration 8Q: 3 clusters Score -82678.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -82679.289062 Penalty: 2133.711182
	Iteration 9Q: 3 clusters Score -82679.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -82680.992188 Penalty: 2133.711182
	Iteration 10Q: 3 clusters Score -82680.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -82680.992188 Penalty: 2133.711182
	Iteration 11F: 3 clusters Score -82680.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Entering Unmasked Estep 
Score: -848791.812500 Penalty: 1433.099487
	Iteration 0F: 2 clusters Score -848791.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -843704.500000 Penalty: 2866.198975
	Iteration 0F: 3 clusters Score -843704.5 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -845210.187500 Penalty: 2866.198975
	Iteration 1F: 3 clusters Score -845210.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -845418.187500 Penalty: 2866.198975
	Iteration 2F: 3 clusters Score -845418.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -845576.625000 Penalty: 2866.198975
	Iteration 3F: 3 clusters Score -845576.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -845755.500000 Penalty: 2866.198975
	Iteration 4Q: 3 clusters Score -845755.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -845959.187500 Penalty: 2866.198975
	Iteration 5Q: 3 clusters Score -845959.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -846171.062500 Penalty: 2866.198975
	Iteration 6F: 3 clusters Score -846171.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -846386.125000 Penalty: 2866.198975
	Iteration 7Q: 3 clusters Score -846386.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -846590.562500 Penalty: 2866.198975
	Iteration 8Q: 3 clusters Score -846590.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -846746.687500 Penalty: 2866.198975
	Iteration 9Q: 3 clusters Score -846746.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -846890.812500 Penalty: 2866.198975
	Iteration 10Q: 3 clusters Score -846890.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -847014.687500 Penalty: 2866.198975
	Iteration 11Q: 3 clusters Score -847014.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -847124.125000 Penalty: 2866.198975
	Iteration 12Q: 3 clusters Score -847124.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -847202.687500 Penalty: 2866.198975
	Iteration 13Q: 3 clusters Score -847202.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -847265.437500 Penalty: 2866.198975
	Iteration 14Q: 3 clusters Score -847265.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -847323.437500 Penalty: 2866.198975
	Iteration 15Q: 3 clusters Score -847323.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -847380.000000 Penalty: 2866.198975
	Iteration 16Q: 3 clusters Score -847380 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -847427.500000 Penalty: 2866.198975
	Iteration 17Q: 3 clusters Score -847427.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -847466.750000 Penalty: 2866.198975
	Iteration 18Q: 3 clusters Score -847466.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -847505.000000 Penalty: 2866.198975
	Iteration 19Q: 3 clusters Score -847505 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -847548.375000 Penalty: 2866.198975
	Iteration 20F: 3 clusters Score -847548.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -847575.500000 Penalty: 2866.198975
	Iteration 21Q: 3 clusters Score -847575.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -847597.062500 Penalty: 2866.198975
	Iteration 22Q: 3 clusters Score -847597.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -847614.312500 Penalty: 2866.198975
	Iteration 23Q: 3 clusters Score -847614.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -847627.250000 Penalty: 2866.198975
	Iteration 24Q: 3 clusters Score -847627.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -847637.750000 Penalty: 2866.198975
	Iteration 25Q: 3 clusters Score -847637.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -847650.812500 Penalty: 2866.198975
	Iteration 26Q: 3 clusters Score -847650.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -847663.312500 Penalty: 2866.198975
	Iteration 27Q: 3 clusters Score -847663.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -847671.312500 Penalty: 2866.198975
	Iteration 28Q: 3 clusters Score -847671.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -847679.437500 Penalty: 2866.198975
	Iteration 29Q: 3 clusters Score -847679.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -847682.375000 Penalty: 2866.198975
	Iteration 30Q: 3 clusters Score -847682.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -847686.187500 Penalty: 2866.198975
	Iteration 31Q: 3 clusters Score -847686.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -847693.625000 Penalty: 2866.198975
	Iteration 32Q: 3 clusters Score -847693.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -847697.875000 Penalty: 2866.198975
	Iteration 33Q: 3 clusters Score -847697.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -847699.625000 Penalty: 2866.198975
	Iteration 34Q: 3 clusters Score -847699.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -847700.937500 Penalty: 2866.198975
	Iteration 35Q: 3 clusters Score -847700.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -847702.125000 Penalty: 2866.198975
	Iteration 36Q: 3 clusters Score -847702.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -847703.437500 Penalty: 2866.198975
	Iteration 37Q: 3 clusters Score -847703.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -847703.875000 Penalty: 2866.198975
	Iteration 38Q: 3 clusters Score -847703.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -847703.875000 Penalty: 2866.198975
	Iteration 39Q: 3 clusters Score -847703.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -847704.187500 Penalty: 2866.198975
	Iteration 40F: 3 clusters Score -847704.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -847704.937500 Penalty: 2866.198975
	Iteration 41Q: 3 clusters Score -847704.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -847705.500000 Penalty: 2866.198975
	Iteration 42Q: 3 clusters Score -847705.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -847706.875000 Penalty: 2866.198975
	Iteration 43Q: 3 clusters Score -847706.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -847706.875000 Penalty: 2866.198975
	Iteration 44F: 3 clusters Score -847706.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Entering Unmasked Estep 
Score: -407416.312500 Penalty: 1324.028442
	Iteration 0F: 2 clusters Score -407416.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -404435.687500 Penalty: 2648.056885
	Iteration 0F: 3 clusters Score -404435.7 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -405197.343750 Penalty: 2648.056885
	Iteration 1F: 3 clusters Score -405197.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -405403.906250 Penalty: 2648.056885
	Iteration 2F: 3 clusters Score -405403.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -405615.093750 Penalty: 2648.056885
	Iteration 3F: 3 clusters Score -405615.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -405831.093750 Penalty: 2648.056885
	Iteration 4F: 3 clusters Score -405831.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -406049.531250 Penalty: 2648.056885
	Iteration 5F: 3 clusters Score -406049.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -406250.500000 Penalty: 2648.056885
	Iteration 6F: 3 clusters Score -406250.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -406429.031250 Penalty: 2648.056885
	Iteration 7F: 3 clusters Score -406429 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -406562.000000 Penalty: 2648.056885
	Iteration 8Q: 3 clusters Score -406562 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -406662.250000 Penalty: 2648.056885
	Iteration 9Q: 3 clusters Score -406662.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -406744.375000 Penalty: 2648.056885
	Iteration 10Q: 3 clusters Score -406744.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -406821.093750 Penalty: 2648.056885
	Iteration 11Q: 3 clusters Score -406821.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -406880.968750 Penalty: 2648.056885
	Iteration 12Q: 3 clusters Score -406881 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -406918.718750 Penalty: 2648.056885
	Iteration 13Q: 3 clusters Score -406918.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -406940.656250 Penalty: 2648.056885
	Iteration 14Q: 3 clusters Score -406940.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -406956.562500 Penalty: 2648.056885
	Iteration 15Q: 3 clusters Score -406956.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -406968.687500 Penalty: 2648.056885
	Iteration 16Q: 3 clusters Score -406968.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -406978.156250 Penalty: 2648.056885
	Iteration 17Q: 3 clusters Score -406978.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -406985.062500 Penalty: 2648.056885
	Iteration 18Q: 3 clusters Score -406985.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -406989.843750 Penalty: 2648.056885
	Iteration 19Q: 3 clusters Score -406989.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -406994.187500 Penalty: 2648.056885
	Iteration 20F: 3 clusters Score -406994.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -406997.250000 Penalty: 2648.056885
	Iteration 21Q: 3 clusters Score -406997.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -407001.468750 Penalty: 2648.056885
	Iteration 22Q: 3 clusters Score -407001.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -407003.656250 Penalty: 2648.056885
	Iteration 23Q: 3 clusters Score -407003.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -407003.218750 Penalty: 2648.056885
	Iteration 24Q: 3 clusters Score -407003.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -407003.906250 Penalty: 2648.056885
	Iteration 25Q: 3 clusters Score -407003.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -407003.500000 Penalty: 2648.056885
	Iteration 26Q: 3 clusters Score -407003.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -407003.500000 Penalty: 2648.056885
	Iteration 27F: 3 clusters Score -407003.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Entering Unmasked Estep 
Score: -404044.343750 Penalty: 1318.723511
	Iteration 0F: 2 clusters Score -404044.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -401105.843750 Penalty: 2637.447021
	Iteration 0F: 3 clusters Score -401105.8 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -401792.562500 Penalty: 2637.447021
	Iteration 1F: 3 clusters Score -401792.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -401955.781250 Penalty: 2637.447021
	Iteration 2F: 3 clusters Score -401955.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -402062.906250 Penalty: 2637.447021
	Iteration 3F: 3 clusters Score -402062.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -402147.312500 Penalty: 2637.447021
	Iteration 4Q: 3 clusters Score -402147.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -402219.843750 Penalty: 2637.447021
	Iteration 5Q: 3 clusters Score -402219.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -402267.312500 Penalty: 2637.447021
	Iteration 6Q: 3 clusters Score -402267.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -402311.062500 Penalty: 2637.447021
	Iteration 7Q: 3 clusters Score -402311.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -402348.656250 Penalty: 2637.447021
	Iteration 8Q: 3 clusters Score -402348.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -402390.437500 Penalty: 2637.447021
	Iteration 9Q: 3 clusters Score -402390.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -402435.875000 Penalty: 2637.447021
	Iteration 10Q: 3 clusters Score -402435.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -402495.437500 Penalty: 2637.447021
	Iteration 11Q: 3 clusters Score -402495.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -402551.656250 Penalty: 2637.447021
	Iteration 12Q: 3 clusters Score -402551.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -402612.437500 Penalty: 2637.447021
	Iteration 13Q: 3 clusters Score -402612.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -402666.593750 Penalty: 2637.447021
	Iteration 14Q: 3 clusters Score -402666.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -402708.093750 Penalty: 2637.447021
	Iteration 15Q: 3 clusters Score -402708.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -402743.125000 Penalty: 2637.447021
	Iteration 16Q: 3 clusters Score -402743.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -402782.031250 Penalty: 2637.447021
	Iteration 17Q: 3 clusters Score -402782 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -402814.406250 Penalty: 2637.447021
	Iteration 18Q: 3 clusters Score -402814.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -402844.375000 Penalty: 2637.447021
	Iteration 19Q: 3 clusters Score -402844.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -402868.750000 Penalty: 2637.447021
	Iteration 20F: 3 clusters Score -402868.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -402885.875000 Penalty: 2637.447021
	Iteration 21Q: 3 clusters Score -402885.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -402900.781250 Penalty: 2637.447021
	Iteration 22Q: 3 clusters Score -402900.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -402912.937500 Penalty: 2637.447021
	Iteration 23Q: 3 clusters Score -402912.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -402921.031250 Penalty: 2637.447021
	Iteration 24Q: 3 clusters Score -402921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -402927.593750 Penalty: 2637.447021
	Iteration 25Q: 3 clusters Score -402927.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -402936.812500 Penalty: 2637.447021
	Iteration 26Q: 3 clusters Score -402936.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -402943.437500 Penalty: 2637.447021
	Iteration 27Q: 3 clusters Score -402943.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -402949.875000 Penalty: 2637.447021
	Iteration 28Q: 3 clusters Score -402949.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -402958.093750 Penalty: 2637.447021
	Iteration 29Q: 3 clusters Score -402958.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -402965.875000 Penalty: 2637.447021
	Iteration 30Q: 3 clusters Score -402965.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -402972.718750 Penalty: 2637.447021
	Iteration 31Q: 3 clusters Score -402972.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -402975.687500 Penalty: 2637.447021
	Iteration 32Q: 3 clusters Score -402975.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -402980.187500 Penalty: 2637.447021
	Iteration 33Q: 3 clusters Score -402980.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -402982.968750 Penalty: 2637.447021
	Iteration 34Q: 3 clusters Score -402983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -402985.187500 Penalty: 2637.447021
	Iteration 35Q: 3 clusters Score -402985.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -402988.468750 Penalty: 2637.447021
	Iteration 36Q: 3 clusters Score -402988.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -402989.875000 Penalty: 2637.447021
	Iteration 37Q: 3 clusters Score -402989.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -402990.718750 Penalty: 2637.447021
	Iteration 38Q: 3 clusters Score -402990.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -402991.187500 Penalty: 2637.447021
	Iteration 39Q: 3 clusters Score -402991.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -402992.562500 Penalty: 2637.447021
	Iteration 40F: 3 clusters Score -402992.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -402992.218750 Penalty: 2637.447021
	Iteration 41Q: 3 clusters Score -402992.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -402993.625000 Penalty: 2637.447021
	Iteration 42Q: 3 clusters Score -402993.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -402993.625000 Penalty: 2637.447021
	Iteration 43F: 3 clusters Score -402993.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Entering Unmasked Estep 
Score: -228295.062500 Penalty: 1227.494263
	Iteration 0F: 2 clusters Score -228295.1 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 954 members 
Entering Unmasked Estep 
Score: -226237.609375 Penalty: 2454.988525
	Iteration 0F: 3 clusters Score -226237.6 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -226725.437500 Penalty: 2454.988525
	Iteration 1F: 3 clusters Score -226725.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -226915.203125 Penalty: 2454.988525
	Iteration 2F: 3 clusters Score -226915.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -227089.453125 Penalty: 2454.988525
	Iteration 3F: 3 clusters Score -227089.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -227249.171875 Penalty: 2454.988525
	Iteration 4F: 3 clusters Score -227249.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -227367.140625 Penalty: 2454.988525
	Iteration 5F: 3 clusters Score -227367.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -227471.906250 Penalty: 2454.988525
	Iteration 6Q: 3 clusters Score -227471.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -227558.750000 Penalty: 2454.988525
	Iteration 7Q: 3 clusters Score -227558.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -227626.437500 Penalty: 2454.988525
	Iteration 8Q: 3 clusters Score -227626.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -227688.250000 Penalty: 2454.988525
	Iteration 9Q: 3 clusters Score -227688.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -227773.765625 Penalty: 2454.988525
	Iteration 10Q: 3 clusters Score -227773.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -227907.484375 Penalty: 2454.988525
	Iteration 11Q: 3 clusters Score -227907.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -227942.796875 Penalty: 2454.988525
	Iteration 12Q: 3 clusters Score -227942.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -227956.562500 Penalty: 2454.988525
	Iteration 13Q: 3 clusters Score -227956.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -227966.953125 Penalty: 2454.988525
	Iteration 14Q: 3 clusters Score -227967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -227980.890625 Penalty: 2454.988525
	Iteration 15Q: 3 clusters Score -227980.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -227986.312500 Penalty: 2454.988525
	Iteration 16Q: 3 clusters Score -227986.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -227988.171875 Penalty: 2454.988525
	Iteration 17Q: 3 clusters Score -227988.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -227989.328125 Penalty: 2454.988525
	Iteration 18Q: 3 clusters Score -227989.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -227989.328125 Penalty: 2454.988525
	Iteration 19F: 3 clusters Score -227989.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -84176.539062 Penalty: 1094.757202
	Iteration 0F: 2 clusters Score -84176.54 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 412 members 
Entering Unmasked Estep 
Score: -82855.937500 Penalty: 2189.514404
	Iteration 0F: 3 clusters Score -82855.94 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -83099.773438 Penalty: 2189.514404
	Iteration 1F: 3 clusters Score -83099.77 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -83199.750000 Penalty: 2189.514404
	Iteration 2F: 3 clusters Score -83199.75 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -83274.976562 Penalty: 2189.514404
	Iteration 3Q: 3 clusters Score -83274.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -83361.617188 Penalty: 2189.514404
	Iteration 4Q: 3 clusters Score -83361.62 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -83442.476562 Penalty: 2189.514404
	Iteration 5Q: 3 clusters Score -83442.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -83508.476562 Penalty: 2189.514404
	Iteration 6Q: 3 clusters Score -83508.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -83579.406250 Penalty: 2189.514404
	Iteration 7Q: 3 clusters Score -83579.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -83655.890625 Penalty: 2189.514404
	Iteration 8Q: 3 clusters Score -83655.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -83719.851562 Penalty: 2189.514404
	Iteration 9Q: 3 clusters Score -83719.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -83759.679688 Penalty: 2189.514404
	Iteration 10Q: 3 clusters Score -83759.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -83786.601562 Penalty: 2189.514404
	Iteration 11Q: 3 clusters Score -83786.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -83793.539062 Penalty: 2189.514404
	Iteration 12Q: 3 clusters Score -83793.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -83802.210938 Penalty: 2189.514404
	Iteration 13Q: 3 clusters Score -83802.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -83812.476562 Penalty: 2189.514404
	Iteration 14Q: 3 clusters Score -83812.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -83822.664062 Penalty: 2189.514404
	Iteration 15Q: 3 clusters Score -83822.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -83851.757812 Penalty: 2189.514404
	Iteration 16Q: 3 clusters Score -83851.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -83893.296875 Penalty: 2189.514404
	Iteration 17Q: 3 clusters Score -83893.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -83930.601562 Penalty: 2189.514404
	Iteration 18Q: 3 clusters Score -83930.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -83956.046875 Penalty: 2189.514404
	Iteration 19Q: 3 clusters Score -83956.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -83979.117188 Penalty: 2189.514404
	Iteration 20F: 3 clusters Score -83979.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -83998.695312 Penalty: 2189.514404
	Iteration 21Q: 3 clusters Score -83998.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -84002.398438 Penalty: 2189.514404
	Iteration 22Q: 3 clusters Score -84002.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -84002.398438 Penalty: 2189.514404
	Iteration 23F: 3 clusters Score -84002.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -10682.224609 Penalty: 920.231079
	Iteration 0F: 2 clusters Score -10682.22 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 145 members 
Entering Unmasked Estep 
Score: -9936.910156 Penalty: 1840.462158
	Iteration 0F: 3 clusters Score -9936.91 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -10110.390625 Penalty: 1840.462158
	Iteration 1F: 3 clusters Score -10110.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10181.109375 Penalty: 1840.462158
	Iteration 2F: 3 clusters Score -10181.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -10202.709961 Penalty: 1840.462158
	Iteration 3Q: 3 clusters Score -10202.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -10233.765625 Penalty: 1840.462158
	Iteration 4Q: 3 clusters Score -10233.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -10240.517578 Penalty: 1840.462158
	Iteration 5Q: 3 clusters Score -10240.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -10251.960938 Penalty: 1840.462158
	Iteration 6Q: 3 clusters Score -10251.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -10274.133789 Penalty: 1840.462158
	Iteration 7Q: 3 clusters Score -10274.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10288.848633 Penalty: 1840.462158
	Iteration 8Q: 3 clusters Score -10288.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10325.588867 Penalty: 1840.462158
	Iteration 9Q: 3 clusters Score -10325.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10350.490234 Penalty: 1840.462158
	Iteration 10Q: 3 clusters Score -10350.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10407.015625 Penalty: 1840.462158
	Iteration 11Q: 3 clusters Score -10407.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -10409.449219 Penalty: 1840.462158
	Iteration 12Q: 3 clusters Score -10409.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10410.562500 Penalty: 1840.462158
	Iteration 13Q: 3 clusters Score -10410.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -10411.400391 Penalty: 1840.462158
	Iteration 14Q: 3 clusters Score -10411.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10411.804688 Penalty: 1840.462158
	Iteration 15Q: 3 clusters Score -10411.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10412.123047 Penalty: 1840.462158
	Iteration 16Q: 3 clusters Score -10412.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10412.904297 Penalty: 1840.462158
	Iteration 17Q: 3 clusters Score -10412.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10414.493164 Penalty: 1840.462158
	Iteration 18Q: 3 clusters Score -10414.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10415.541016 Penalty: 1840.462158
	Iteration 19Q: 3 clusters Score -10415.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10418.523438 Penalty: 1840.462158
	Iteration 20F: 3 clusters Score -10418.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10423.284180 Penalty: 1840.462158
	Iteration 21Q: 3 clusters Score -10423.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10423.592773 Penalty: 1840.462158
	Iteration 22Q: 3 clusters Score -10423.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10425.202148 Penalty: 1840.462158
	Iteration 23Q: 3 clusters Score -10425.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10426.568359 Penalty: 1840.462158
	Iteration 24Q: 3 clusters Score -10426.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10429.298828 Penalty: 1840.462158
	Iteration 25Q: 3 clusters Score -10429.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10433.038086 Penalty: 1840.462158
	Iteration 26Q: 3 clusters Score -10433.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10436.916016 Penalty: 1840.462158
	Iteration 27Q: 3 clusters Score -10436.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10439.794922 Penalty: 1840.462158
	Iteration 28Q: 3 clusters Score -10439.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10454.406250 Penalty: 1840.462158
	Iteration 29Q: 3 clusters Score -10454.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10457.810547 Penalty: 1840.462158
	Iteration 30Q: 3 clusters Score -10457.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10457.810547 Penalty: 1840.462158
	Iteration 31F: 3 clusters Score -10457.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Entering Unmasked Estep 
Score: -1696709.000000 Penalty: 1546.371460
	Iteration 0F: 2 clusters Score -1696709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1687146.750000 Penalty: 3092.742920
	Iteration 0F: 3 clusters Score -1687147 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1690509.125000 Penalty: 3092.742920
	Iteration 1F: 3 clusters Score -1690509 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1690908.000000 Penalty: 3092.742920
	Iteration 2F: 3 clusters Score -1690908 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1691377.375000 Penalty: 3092.742920
	Iteration 3F: 3 clusters Score -1691377 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1691946.625000 Penalty: 3092.742920
	Iteration 4F: 3 clusters Score -1691947 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1692652.750000 Penalty: 3092.742920
	Iteration 5F: 3 clusters Score -1692653 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1693342.250000 Penalty: 3092.742920
	Iteration 6F: 3 clusters Score -1693342 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1693895.500000 Penalty: 3092.742920
	Iteration 7F: 3 clusters Score -1693896 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1694302.250000 Penalty: 3092.742920
	Iteration 8Q: 3 clusters Score -1694302 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1694587.125000 Penalty: 3092.742920
	Iteration 9Q: 3 clusters Score -1694587 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1694770.000000 Penalty: 3092.742920
	Iteration 10Q: 3 clusters Score -1694770 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1694896.125000 Penalty: 3092.742920
	Iteration 11Q: 3 clusters Score -1694896 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1694976.500000 Penalty: 3092.742920
	Iteration 12Q: 3 clusters Score -1694976 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1695013.000000 Penalty: 3092.742920
	Iteration 13Q: 3 clusters Score -1695013 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1695033.125000 Penalty: 3092.742920
	Iteration 14Q: 3 clusters Score -1695033 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1695041.000000 Penalty: 3092.742920
	Iteration 15Q: 3 clusters Score -1695041 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1695051.750000 Penalty: 3092.742920
	Iteration 16Q: 3 clusters Score -1695052 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1695057.625000 Penalty: 3092.742920
	Iteration 17Q: 3 clusters Score -1695058 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1695060.375000 Penalty: 3092.742920
	Iteration 18Q: 3 clusters Score -1695060 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1695064.875000 Penalty: 3092.742920
	Iteration 19Q: 3 clusters Score -1695065 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1695069.000000 Penalty: 3092.742920
	Iteration 20F: 3 clusters Score -1695069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1695078.625000 Penalty: 3092.742920
	Iteration 21Q: 3 clusters Score -1695079 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1695077.250000 Penalty: 3092.742920
	Iteration 22Q: 3 clusters Score -1695077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1695083.375000 Penalty: 3092.742920
	Iteration 23Q: 3 clusters Score -1695083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1695079.750000 Penalty: 3092.742920
	Iteration 24Q: 3 clusters Score -1695080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1695082.625000 Penalty: 3092.742920
	Iteration 25Q: 3 clusters Score -1695083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1695090.875000 Penalty: 3092.742920
	Iteration 26Q: 3 clusters Score -1695091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1695094.000000 Penalty: 3092.742920
	Iteration 27Q: 3 clusters Score -1695094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1695090.125000 Penalty: 3092.742920
	Iteration 28Q: 3 clusters Score -1695090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1695090.750000 Penalty: 3092.742920
	Iteration 29Q: 3 clusters Score -1695091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1695091.000000 Penalty: 3092.742920
	Iteration 30Q: 3 clusters Score -1695091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1695093.625000 Penalty: 3092.742920
	Iteration 31Q: 3 clusters Score -1695094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1695099.500000 Penalty: 3092.742920
	Iteration 32Q: 3 clusters Score -1695100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1695099.625000 Penalty: 3092.742920
	Iteration 33Q: 3 clusters Score -1695100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1695097.875000 Penalty: 3092.742920
	Iteration 34Q: 3 clusters Score -1695098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1695102.125000 Penalty: 3092.742920
	Iteration 35Q: 3 clusters Score -1695102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1695102.875000 Penalty: 3092.742920
	Iteration 36Q: 3 clusters Score -1695103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1695108.375000 Penalty: 3092.742920
	Iteration 37Q: 3 clusters Score -1695108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1695109.250000 Penalty: 3092.742920
	Iteration 38Q: 3 clusters Score -1695109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1695111.875000 Penalty: 3092.742920
	Iteration 39Q: 3 clusters Score -1695112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1695115.500000 Penalty: 3092.742920
	Iteration 40F: 3 clusters Score -1695116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1695114.000000 Penalty: 3092.742920
	Iteration 41Q: 3 clusters Score -1695114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1695111.625000 Penalty: 3092.742920
	Iteration 42Q: 3 clusters Score -1695112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1695115.250000 Penalty: 3092.742920
	Iteration 43Q: 3 clusters Score -1695115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1695118.625000 Penalty: 3092.742920
	Iteration 44Q: 3 clusters Score -1695119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1695124.250000 Penalty: 3092.742920
	Iteration 45Q: 3 clusters Score -1695124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1695130.500000 Penalty: 3092.742920
	Iteration 46Q: 3 clusters Score -1695130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1695130.250000 Penalty: 3092.742920
	Iteration 47Q: 3 clusters Score -1695130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1695130.125000 Penalty: 3092.742920
	Iteration 48Q: 3 clusters Score -1695130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1695127.000000 Penalty: 3092.742920
	Iteration 49Q: 3 clusters Score -1695127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1695129.375000 Penalty: 3092.742920
	Iteration 50Q: 3 clusters Score -1695129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1695126.750000 Penalty: 3092.742920
	Iteration 51Q: 3 clusters Score -1695127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1695132.750000 Penalty: 3092.742920
	Iteration 52Q: 3 clusters Score -1695133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1695133.750000 Penalty: 3092.742920
	Iteration 53Q: 3 clusters Score -1695134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1695129.375000 Penalty: 3092.742920
	Iteration 54Q: 3 clusters Score -1695129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1695130.500000 Penalty: 3092.742920
	Iteration 55Q: 3 clusters Score -1695130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1695130.500000 Penalty: 3092.742920
	Iteration 56Q: 3 clusters Score -1695130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1695130.500000 Penalty: 3092.742920
	Iteration 57F: 3 clusters Score -1695130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Entering Unmasked Estep 
Score: -1272807.125000 Penalty: 1498.442017
	Iteration 0F: 2 clusters Score -1272807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1265524.625000 Penalty: 2996.884033
	Iteration 0F: 3 clusters Score -1265525 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1268161.000000 Penalty: 2996.884033
	Iteration 1F: 3 clusters Score -1268161 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1268586.000000 Penalty: 2996.884033
	Iteration 2F: 3 clusters Score -1268586 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1269031.875000 Penalty: 2996.884033
	Iteration 3F: 3 clusters Score -1269032 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1269468.875000 Penalty: 2996.884033
	Iteration 4F: 3 clusters Score -1269469 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1269869.875000 Penalty: 2996.884033
	Iteration 5F: 3 clusters Score -1269870 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1270259.125000 Penalty: 2996.884033
	Iteration 6F: 3 clusters Score -1270259 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1270586.250000 Penalty: 2996.884033
	Iteration 7Q: 3 clusters Score -1270586 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1270827.500000 Penalty: 2996.884033
	Iteration 8Q: 3 clusters Score -1270828 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1271014.000000 Penalty: 2996.884033
	Iteration 9Q: 3 clusters Score -1271014 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1271143.000000 Penalty: 2996.884033
	Iteration 10Q: 3 clusters Score -1271143 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1271238.375000 Penalty: 2996.884033
	Iteration 11Q: 3 clusters Score -1271238 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1271311.500000 Penalty: 2996.884033
	Iteration 12Q: 3 clusters Score -1271312 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1271354.875000 Penalty: 2996.884033
	Iteration 13Q: 3 clusters Score -1271355 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1271381.875000 Penalty: 2996.884033
	Iteration 14Q: 3 clusters Score -1271382 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1271403.375000 Penalty: 2996.884033
	Iteration 15Q: 3 clusters Score -1271403 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1271412.875000 Penalty: 2996.884033
	Iteration 16Q: 3 clusters Score -1271413 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1271439.750000 Penalty: 2996.884033
	Iteration 17Q: 3 clusters Score -1271440 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1271459.500000 Penalty: 2996.884033
	Iteration 18Q: 3 clusters Score -1271460 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1271477.125000 Penalty: 2996.884033
	Iteration 19Q: 3 clusters Score -1271477 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1271491.500000 Penalty: 2996.884033
	Iteration 20F: 3 clusters Score -1271492 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1271518.500000 Penalty: 2996.884033
	Iteration 21Q: 3 clusters Score -1271518 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1271548.375000 Penalty: 2996.884033
	Iteration 22Q: 3 clusters Score -1271548 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1271576.875000 Penalty: 2996.884033
	Iteration 23Q: 3 clusters Score -1271577 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1271612.250000 Penalty: 2996.884033
	Iteration 24Q: 3 clusters Score -1271612 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1271640.250000 Penalty: 2996.884033
	Iteration 25Q: 3 clusters Score -1271640 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1271658.125000 Penalty: 2996.884033
	Iteration 26Q: 3 clusters Score -1271658 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1271666.250000 Penalty: 2996.884033
	Iteration 27Q: 3 clusters Score -1271666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1271676.625000 Penalty: 2996.884033
	Iteration 28Q: 3 clusters Score -1271677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1271683.000000 Penalty: 2996.884033
	Iteration 29Q: 3 clusters Score -1271683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1271687.125000 Penalty: 2996.884033
	Iteration 30Q: 3 clusters Score -1271687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1271691.375000 Penalty: 2996.884033
	Iteration 31Q: 3 clusters Score -1271691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1271694.000000 Penalty: 2996.884033
	Iteration 32Q: 3 clusters Score -1271694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1271698.625000 Penalty: 2996.884033
	Iteration 33Q: 3 clusters Score -1271699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1271698.875000 Penalty: 2996.884033
	Iteration 34Q: 3 clusters Score -1271699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1271703.625000 Penalty: 2996.884033
	Iteration 35Q: 3 clusters Score -1271704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1271710.875000 Penalty: 2996.884033
	Iteration 36Q: 3 clusters Score -1271711 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1271721.375000 Penalty: 2996.884033
	Iteration 37Q: 3 clusters Score -1271721 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1271729.875000 Penalty: 2996.884033
	Iteration 38Q: 3 clusters Score -1271730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1271736.750000 Penalty: 2996.884033
	Iteration 39Q: 3 clusters Score -1271737 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1271742.125000 Penalty: 2996.884033
	Iteration 40F: 3 clusters Score -1271742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1271744.000000 Penalty: 2996.884033
	Iteration 41Q: 3 clusters Score -1271744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1271745.250000 Penalty: 2996.884033
	Iteration 42Q: 3 clusters Score -1271745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1271749.750000 Penalty: 2996.884033
	Iteration 43Q: 3 clusters Score -1271750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1271750.750000 Penalty: 2996.884033
	Iteration 44Q: 3 clusters Score -1271751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1271749.875000 Penalty: 2996.884033
	Iteration 45Q: 3 clusters Score -1271750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1271751.625000 Penalty: 2996.884033
	Iteration 46Q: 3 clusters Score -1271752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1271753.125000 Penalty: 2996.884033
	Iteration 47Q: 3 clusters Score -1271753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1271753.625000 Penalty: 2996.884033
	Iteration 48Q: 3 clusters Score -1271754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1271753.500000 Penalty: 2996.884033
	Iteration 49Q: 3 clusters Score -1271754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1271753.125000 Penalty: 2996.884033
	Iteration 50Q: 3 clusters Score -1271753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1271755.250000 Penalty: 2996.884033
	Iteration 51Q: 3 clusters Score -1271755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1271759.250000 Penalty: 2996.884033
	Iteration 52Q: 3 clusters Score -1271759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1271761.250000 Penalty: 2996.884033
	Iteration 53Q: 3 clusters Score -1271761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1271760.875000 Penalty: 2996.884033
	Iteration 54Q: 3 clusters Score -1271761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1271762.500000 Penalty: 2996.884033
	Iteration 55Q: 3 clusters Score -1271762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1271763.375000 Penalty: 2996.884033
	Iteration 56Q: 3 clusters Score -1271763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1271763.750000 Penalty: 2996.884033
	Iteration 57Q: 3 clusters Score -1271764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1271764.000000 Penalty: 2996.884033
	Iteration 58Q: 3 clusters Score -1271764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1271766.000000 Penalty: 2996.884033
	Iteration 59Q: 3 clusters Score -1271766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1271765.875000 Penalty: 2996.884033
	Iteration 60F: 3 clusters Score -1271766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1271765.750000 Penalty: 2996.884033
	Iteration 61Q: 3 clusters Score -1271766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1271765.750000 Penalty: 2996.884033
	Iteration 62F: 3 clusters Score -1271766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Entering Unmasked Estep 
Score: -1216447.875000 Penalty: 1493.745117
	Iteration 0F: 2 clusters Score -1216448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1209297.750000 Penalty: 2987.490234
	Iteration 0F: 3 clusters Score -1209298 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1211645.625000 Penalty: 2987.490234
	Iteration 1F: 3 clusters Score -1211646 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1211876.500000 Penalty: 2987.490234
	Iteration 2F: 3 clusters Score -1211876 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1212047.000000 Penalty: 2987.490234
	Iteration 3Q: 3 clusters Score -1212047 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1212216.250000 Penalty: 2987.490234
	Iteration 4Q: 3 clusters Score -1212216 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1212378.875000 Penalty: 2987.490234
	Iteration 5Q: 3 clusters Score -1212379 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1212587.500000 Penalty: 2987.490234
	Iteration 6Q: 3 clusters Score -1212588 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1212842.875000 Penalty: 2987.490234
	Iteration 7Q: 3 clusters Score -1212843 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1213136.375000 Penalty: 2987.490234
	Iteration 8Q: 3 clusters Score -1213136 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1213437.375000 Penalty: 2987.490234
	Iteration 9Q: 3 clusters Score -1213437 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1213738.250000 Penalty: 2987.490234
	Iteration 10Q: 3 clusters Score -1213738 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1214073.375000 Penalty: 2987.490234
	Iteration 11Q: 3 clusters Score -1214073 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1214342.375000 Penalty: 2987.490234
	Iteration 12Q: 3 clusters Score -1214342 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1214522.375000 Penalty: 2987.490234
	Iteration 13Q: 3 clusters Score -1214522 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1214635.250000 Penalty: 2987.490234
	Iteration 14Q: 3 clusters Score -1214635 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1214706.250000 Penalty: 2987.490234
	Iteration 15Q: 3 clusters Score -1214706 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1214743.250000 Penalty: 2987.490234
	Iteration 16Q: 3 clusters Score -1214743 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1214769.500000 Penalty: 2987.490234
	Iteration 17Q: 3 clusters Score -1214770 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1214795.500000 Penalty: 2987.490234
	Iteration 18Q: 3 clusters Score -1214796 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1214816.125000 Penalty: 2987.490234
	Iteration 19Q: 3 clusters Score -1214816 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1214833.000000 Penalty: 2987.490234
	Iteration 20F: 3 clusters Score -1214833 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1214851.750000 Penalty: 2987.490234
	Iteration 21Q: 3 clusters Score -1214852 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1214863.750000 Penalty: 2987.490234
	Iteration 22Q: 3 clusters Score -1214864 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1214874.250000 Penalty: 2987.490234
	Iteration 23Q: 3 clusters Score -1214874 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1214881.125000 Penalty: 2987.490234
	Iteration 24Q: 3 clusters Score -1214881 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1214891.375000 Penalty: 2987.490234
	Iteration 25Q: 3 clusters Score -1214891 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1214897.000000 Penalty: 2987.490234
	Iteration 26Q: 3 clusters Score -1214897 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1214909.125000 Penalty: 2987.490234
	Iteration 27Q: 3 clusters Score -1214909 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1214915.250000 Penalty: 2987.490234
	Iteration 28Q: 3 clusters Score -1214915 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1214921.750000 Penalty: 2987.490234
	Iteration 29Q: 3 clusters Score -1214922 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1214929.375000 Penalty: 2987.490234
	Iteration 30Q: 3 clusters Score -1214929 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1214937.625000 Penalty: 2987.490234
	Iteration 31Q: 3 clusters Score -1214938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1214940.000000 Penalty: 2987.490234
	Iteration 32Q: 3 clusters Score -1214940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1214944.375000 Penalty: 2987.490234
	Iteration 33Q: 3 clusters Score -1214944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1214946.625000 Penalty: 2987.490234
	Iteration 34Q: 3 clusters Score -1214947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1214951.500000 Penalty: 2987.490234
	Iteration 35Q: 3 clusters Score -1214952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1214954.000000 Penalty: 2987.490234
	Iteration 36Q: 3 clusters Score -1214954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1214962.750000 Penalty: 2987.490234
	Iteration 37Q: 3 clusters Score -1214963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1214957.250000 Penalty: 2987.490234
	Iteration 38Q: 3 clusters Score -1214957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1214962.500000 Penalty: 2987.490234
	Iteration 39Q: 3 clusters Score -1214962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1214966.750000 Penalty: 2987.490234
	Iteration 40F: 3 clusters Score -1214967 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1214968.625000 Penalty: 2987.490234
	Iteration 41Q: 3 clusters Score -1214969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1214974.125000 Penalty: 2987.490234
	Iteration 42Q: 3 clusters Score -1214974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1214977.875000 Penalty: 2987.490234
	Iteration 43Q: 3 clusters Score -1214978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1214979.500000 Penalty: 2987.490234
	Iteration 44Q: 3 clusters Score -1214980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1214986.625000 Penalty: 2987.490234
	Iteration 45Q: 3 clusters Score -1214987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1214983.000000 Penalty: 2987.490234
	Iteration 46Q: 3 clusters Score -1214983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1214984.875000 Penalty: 2987.490234
	Iteration 47Q: 3 clusters Score -1214985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1214987.875000 Penalty: 2987.490234
	Iteration 48Q: 3 clusters Score -1214988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1214990.500000 Penalty: 2987.490234
	Iteration 49Q: 3 clusters Score -1214990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1214992.500000 Penalty: 2987.490234
	Iteration 50Q: 3 clusters Score -1214992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1214991.375000 Penalty: 2987.490234
	Iteration 51Q: 3 clusters Score -1214991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1214992.125000 Penalty: 2987.490234
	Iteration 52Q: 3 clusters Score -1214992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1214993.000000 Penalty: 2987.490234
	Iteration 53Q: 3 clusters Score -1214993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1214990.875000 Penalty: 2987.490234
	Iteration 54Q: 3 clusters Score -1214991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1214991.875000 Penalty: 2987.490234
	Iteration 55Q: 3 clusters Score -1214992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1214993.375000 Penalty: 2987.490234
	Iteration 56Q: 3 clusters Score -1214993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1214993.875000 Penalty: 2987.490234
	Iteration 57Q: 3 clusters Score -1214994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1214991.875000 Penalty: 2987.490234
	Iteration 58Q: 3 clusters Score -1214992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1214991.000000 Penalty: 2987.490234
	Iteration 59Q: 3 clusters Score -1214991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1214992.125000 Penalty: 2987.490234
	Iteration 60F: 3 clusters Score -1214992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -49895.277344 Penalty: 986.869751
	Iteration 0F: 2 clusters Score -49895.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -48939.750000 Penalty: 1973.739502
	Iteration 0F: 3 clusters Score -48939.75 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -49126.390625 Penalty: 1973.739502
	Iteration 1F: 3 clusters Score -49126.39 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49186.300781 Penalty: 1973.739502
	Iteration 2F: 3 clusters Score -49186.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49225.300781 Penalty: 1973.739502
	Iteration 3Q: 3 clusters Score -49225.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -49231.164062 Penalty: 1973.739502
	Iteration 4Q: 3 clusters Score -49231.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49240.417969 Penalty: 1973.739502
	Iteration 5Q: 3 clusters Score -49240.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -49243.648438 Penalty: 1973.739502
	Iteration 6Q: 3 clusters Score -49243.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -49249.320312 Penalty: 1973.739502
	Iteration 7Q: 3 clusters Score -49249.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -49251.464844 Penalty: 1973.739502
	Iteration 8Q: 3 clusters Score -49251.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49258.597656 Penalty: 1973.739502
	Iteration 9Q: 3 clusters Score -49258.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -49261.984375 Penalty: 1973.739502
	Iteration 10Q: 3 clusters Score -49261.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -49268.933594 Penalty: 1973.739502
	Iteration 11Q: 3 clusters Score -49268.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -49269.757812 Penalty: 1973.739502
	Iteration 12Q: 3 clusters Score -49269.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -49269.757812 Penalty: 1973.739502
	Iteration 13F: 3 clusters Score -49269.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (104568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104568 members 
Entering Unmasked Estep 
Score: -13201279.000000 Penalty: 1878.108765
	Iteration 0F: 2 clusters Score -1.320128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52090 members 
Mstep: Class 2 contains 52478 members 
Entering Unmasked Estep 
Score: -13139140.000000 Penalty: 3756.217529
	Iteration 0F: 3 clusters Score -1.313914e+07 nChanged 49938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49098 members 
Mstep: Class 2 contains 55470 members 
Entering Unmasked Estep 
Score: -13167763.000000 Penalty: 3756.217529
	Iteration 1F: 3 clusters Score -1.316776e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47312 members 
Mstep: Class 2 contains 57256 members 
Entering Unmasked Estep 
Score: -13168646.000000 Penalty: 3756.217529
	Iteration 2Q: 3 clusters Score -1.316865e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 60107 members 
Entering Unmasked Estep 
Score: -13169971.000000 Penalty: 3756.217529
	Iteration 3Q: 3 clusters Score -1.316997e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 64320 members 
Entering Unmasked Estep 
Score: -13171996.000000 Penalty: 3756.217529
	Iteration 4Q: 3 clusters Score -1.3172e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 70397 members 
Entering Unmasked Estep 
Score: -13175781.000000 Penalty: 3756.217529
	Iteration 5F: 3 clusters Score -1.317578e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 78307 members 
Entering Unmasked Estep 
Score: -13181876.000000 Penalty: 3756.217529
	Iteration 6F: 3 clusters Score -1.318188e+07 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 87271 members 
Entering Unmasked Estep 
Score: -13189955.000000 Penalty: 3756.217529
	Iteration 7F: 3 clusters Score -1.318996e+07 nChanged 7711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 94966 members 
Entering Unmasked Estep 
Score: -13196998.000000 Penalty: 3756.217529
	Iteration 8F: 3 clusters Score -1.3197e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 100442 members 
Entering Unmasked Estep 
Score: -13199717.000000 Penalty: 3756.217529
	Iteration 9F: 3 clusters Score -1.319972e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 103302 members 
Entering Unmasked Estep 
Score: -13199742.000000 Penalty: 3756.217529
	Iteration 10Q: 3 clusters Score -1.319974e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 104222 members 
Entering Unmasked Estep 
Score: -13199592.000000 Penalty: 3756.217529
	Iteration 11Q: 3 clusters Score -1.319959e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 104404 members 
Entering Unmasked Estep 
Score: -13199657.000000 Penalty: 3756.217529
	Iteration 12Q: 3 clusters Score -1.319966e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 104437 members 
Entering Unmasked Estep 
Score: -13199715.000000 Penalty: 3756.217529
	Iteration 13Q: 3 clusters Score -1.319972e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 104445 members 
Entering Unmasked Estep 
Score: -13199742.000000 Penalty: 3756.217529
	Iteration 14Q: 3 clusters Score -1.319974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 104447 members 
Entering Unmasked Estep 
Score: -13199749.000000 Penalty: 3756.217529
	Iteration 15Q: 3 clusters Score -1.319975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 104448 members 
Entering Unmasked Estep 
Score: -13199748.000000 Penalty: 3756.217529
	Iteration 16Q: 3 clusters Score -1.319975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 104449 members 
Entering Unmasked Estep 
Score: -13199747.000000 Penalty: 3756.217529
	Iteration 17Q: 3 clusters Score -1.319975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 104448 members 
Entering Unmasked Estep 
Score: -13199754.000000 Penalty: 3756.217529
	Iteration 18Q: 3 clusters Score -1.319975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 104448 members 
Entering Unmasked Estep 
Score: -13199754.000000 Penalty: 3756.217529
	Iteration 19F: 3 clusters Score -1.319975e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -48131.968750 Penalty: 1012.772827
	Iteration 0F: 2 clusters Score -48131.97 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 256 members 
Entering Unmasked Estep 
Score: -47143.601562 Penalty: 2025.545654
	Iteration 0F: 3 clusters Score -47143.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47434.707031 Penalty: 2025.545654
	Iteration 1F: 3 clusters Score -47434.71 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -47570.347656 Penalty: 2025.545654
	Iteration 2F: 3 clusters Score -47570.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47622.011719 Penalty: 2025.545654
	Iteration 3F: 3 clusters Score -47622.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -47647.441406 Penalty: 2025.545654
	Iteration 4Q: 3 clusters Score -47647.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -47673.410156 Penalty: 2025.545654
	Iteration 5Q: 3 clusters Score -47673.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -47733.429688 Penalty: 2025.545654
	Iteration 6Q: 3 clusters Score -47733.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -47760.078125 Penalty: 2025.545654
	Iteration 7Q: 3 clusters Score -47760.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -47788.164062 Penalty: 2025.545654
	Iteration 8Q: 3 clusters Score -47788.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -47829.507812 Penalty: 2025.545654
	Iteration 9Q: 3 clusters Score -47829.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -47846.226562 Penalty: 2025.545654
	Iteration 10Q: 3 clusters Score -47846.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -47871.808594 Penalty: 2025.545654
	Iteration 11Q: 3 clusters Score -47871.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -47878.242188 Penalty: 2025.545654
	Iteration 12Q: 3 clusters Score -47878.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -47878.726562 Penalty: 2025.545654
	Iteration 13Q: 3 clusters Score -47878.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -47878.726562 Penalty: 2025.545654
	Iteration 14F: 3 clusters Score -47878.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Entering Unmasked Estep 
Score: -136026.156250 Penalty: 1155.753174
	Iteration 0F: 2 clusters Score -136026.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -134432.312500 Penalty: 2311.506348
	Iteration 0F: 3 clusters Score -134432.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -134774.343750 Penalty: 2311.506348
	Iteration 1F: 3 clusters Score -134774.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -134913.703125 Penalty: 2311.506348
	Iteration 2F: 3 clusters Score -134913.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -134994.109375 Penalty: 2311.506348
	Iteration 3F: 3 clusters Score -134994.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -135042.234375 Penalty: 2311.506348
	Iteration 4Q: 3 clusters Score -135042.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -135059.359375 Penalty: 2311.506348
	Iteration 5Q: 3 clusters Score -135059.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -135070.843750 Penalty: 2311.506348
	Iteration 6Q: 3 clusters Score -135070.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -135078.406250 Penalty: 2311.506348
	Iteration 7Q: 3 clusters Score -135078.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -135082.000000 Penalty: 2311.506348
	Iteration 8Q: 3 clusters Score -135082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -135085.796875 Penalty: 2311.506348
	Iteration 9Q: 3 clusters Score -135085.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -135089.828125 Penalty: 2311.506348
	Iteration 10Q: 3 clusters Score -135089.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -135096.531250 Penalty: 2311.506348
	Iteration 11Q: 3 clusters Score -135096.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -135100.562500 Penalty: 2311.506348
	Iteration 12Q: 3 clusters Score -135100.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -135104.437500 Penalty: 2311.506348
	Iteration 13Q: 3 clusters Score -135104.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -135109.843750 Penalty: 2311.506348
	Iteration 14Q: 3 clusters Score -135109.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -135114.093750 Penalty: 2311.506348
	Iteration 15Q: 3 clusters Score -135114.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -135116.765625 Penalty: 2311.506348
	Iteration 16Q: 3 clusters Score -135116.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -135121.671875 Penalty: 2311.506348
	Iteration 17Q: 3 clusters Score -135121.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -135124.750000 Penalty: 2311.506348
	Iteration 18Q: 3 clusters Score -135124.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -135128.203125 Penalty: 2311.506348
	Iteration 19Q: 3 clusters Score -135128.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -135131.312500 Penalty: 2311.506348
	Iteration 20F: 3 clusters Score -135131.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -135131.843750 Penalty: 2311.506348
	Iteration 21Q: 3 clusters Score -135131.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -135131.843750 Penalty: 2311.506348
	Iteration 22F: 3 clusters Score -135131.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Entering Unmasked Estep 
Score: -1014169.187500 Penalty: 1464.352661
	Iteration 0F: 2 clusters Score -1014169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1008251.250000 Penalty: 2928.705322
	Iteration 0F: 3 clusters Score -1008251 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1010129.250000 Penalty: 2928.705322
	Iteration 1F: 3 clusters Score -1010129 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1010373.312500 Penalty: 2928.705322
	Iteration 2F: 3 clusters Score -1010373 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1010550.062500 Penalty: 2928.705322
	Iteration 3Q: 3 clusters Score -1010550 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1010702.562500 Penalty: 2928.705322
	Iteration 4Q: 3 clusters Score -1010703 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1010843.187500 Penalty: 2928.705322
	Iteration 5Q: 3 clusters Score -1010843 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1010980.937500 Penalty: 2928.705322
	Iteration 6Q: 3 clusters Score -1010981 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1011104.812500 Penalty: 2928.705322
	Iteration 7Q: 3 clusters Score -1011105 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1011238.875000 Penalty: 2928.705322
	Iteration 8Q: 3 clusters Score -1011239 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1011417.875000 Penalty: 2928.705322
	Iteration 9Q: 3 clusters Score -1011418 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1011607.375000 Penalty: 2928.705322
	Iteration 10Q: 3 clusters Score -1011607 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1011802.625000 Penalty: 2928.705322
	Iteration 11Q: 3 clusters Score -1011803 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1012001.562500 Penalty: 2928.705322
	Iteration 12Q: 3 clusters Score -1012002 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1012219.125000 Penalty: 2928.705322
	Iteration 13Q: 3 clusters Score -1012219 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1012443.125000 Penalty: 2928.705322
	Iteration 14Q: 3 clusters Score -1012443 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1012629.750000 Penalty: 2928.705322
	Iteration 15Q: 3 clusters Score -1012630 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1012763.625000 Penalty: 2928.705322
	Iteration 16Q: 3 clusters Score -1012764 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1012837.687500 Penalty: 2928.705322
	Iteration 17Q: 3 clusters Score -1012838 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1012880.500000 Penalty: 2928.705322
	Iteration 18Q: 3 clusters Score -1012880 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1012912.937500 Penalty: 2928.705322
	Iteration 19Q: 3 clusters Score -1012913 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1012937.375000 Penalty: 2928.705322
	Iteration 20F: 3 clusters Score -1012937 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1012962.125000 Penalty: 2928.705322
	Iteration 21Q: 3 clusters Score -1012962 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1012978.687500 Penalty: 2928.705322
	Iteration 22Q: 3 clusters Score -1012979 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1012994.937500 Penalty: 2928.705322
	Iteration 23Q: 3 clusters Score -1012995 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1013001.812500 Penalty: 2928.705322
	Iteration 24Q: 3 clusters Score -1013002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1013006.250000 Penalty: 2928.705322
	Iteration 25Q: 3 clusters Score -1013006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1013008.687500 Penalty: 2928.705322
	Iteration 26Q: 3 clusters Score -1013009 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1013018.000000 Penalty: 2928.705322
	Iteration 27Q: 3 clusters Score -1013018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1013024.812500 Penalty: 2928.705322
	Iteration 28Q: 3 clusters Score -1013025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1013031.750000 Penalty: 2928.705322
	Iteration 29Q: 3 clusters Score -1013032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1013037.187500 Penalty: 2928.705322
	Iteration 30Q: 3 clusters Score -1013037 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1013041.125000 Penalty: 2928.705322
	Iteration 31Q: 3 clusters Score -1013041 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1013046.312500 Penalty: 2928.705322
	Iteration 32Q: 3 clusters Score -1013046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1013050.187500 Penalty: 2928.705322
	Iteration 33Q: 3 clusters Score -1013050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1013052.875000 Penalty: 2928.705322
	Iteration 34Q: 3 clusters Score -1013053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1013056.375000 Penalty: 2928.705322
	Iteration 35Q: 3 clusters Score -1013056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1013058.000000 Penalty: 2928.705322
	Iteration 36Q: 3 clusters Score -1013058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1013055.437500 Penalty: 2928.705322
	Iteration 37Q: 3 clusters Score -1013055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1013059.687500 Penalty: 2928.705322
	Iteration 38Q: 3 clusters Score -1013060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1013061.500000 Penalty: 2928.705322
	Iteration 39Q: 3 clusters Score -1013062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1013061.937500 Penalty: 2928.705322
	Iteration 40F: 3 clusters Score -1013062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1013062.437500 Penalty: 2928.705322
	Iteration 41Q: 3 clusters Score -1013062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1013062.437500 Penalty: 2928.705322
	Iteration 42F: 3 clusters Score -1013062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Entering Unmasked Estep 
Score: -205810.625000 Penalty: 1203.294189
	Iteration 0F: 2 clusters Score -205810.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -203948.140625 Penalty: 2406.588379
	Iteration 0F: 3 clusters Score -203948.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -204299.140625 Penalty: 2406.588379
	Iteration 1F: 3 clusters Score -204299.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -204421.828125 Penalty: 2406.588379
	Iteration 2F: 3 clusters Score -204421.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -204484.562500 Penalty: 2406.588379
	Iteration 3F: 3 clusters Score -204484.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -204528.953125 Penalty: 2406.588379
	Iteration 4Q: 3 clusters Score -204529 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -204560.578125 Penalty: 2406.588379
	Iteration 5Q: 3 clusters Score -204560.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -204576.156250 Penalty: 2406.588379
	Iteration 6Q: 3 clusters Score -204576.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -204589.593750 Penalty: 2406.588379
	Iteration 7Q: 3 clusters Score -204589.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -204606.734375 Penalty: 2406.588379
	Iteration 8Q: 3 clusters Score -204606.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -204619.343750 Penalty: 2406.588379
	Iteration 9Q: 3 clusters Score -204619.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -204632.328125 Penalty: 2406.588379
	Iteration 10Q: 3 clusters Score -204632.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -204644.921875 Penalty: 2406.588379
	Iteration 11Q: 3 clusters Score -204644.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -204653.375000 Penalty: 2406.588379
	Iteration 12Q: 3 clusters Score -204653.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -204660.156250 Penalty: 2406.588379
	Iteration 13Q: 3 clusters Score -204660.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -204665.984375 Penalty: 2406.588379
	Iteration 14Q: 3 clusters Score -204666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -204669.140625 Penalty: 2406.588379
	Iteration 15Q: 3 clusters Score -204669.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -204672.390625 Penalty: 2406.588379
	Iteration 16Q: 3 clusters Score -204672.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -204674.718750 Penalty: 2406.588379
	Iteration 17Q: 3 clusters Score -204674.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -204676.109375 Penalty: 2406.588379
	Iteration 18Q: 3 clusters Score -204676.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -204677.875000 Penalty: 2406.588379
	Iteration 19Q: 3 clusters Score -204677.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -204679.546875 Penalty: 2406.588379
	Iteration 20F: 3 clusters Score -204679.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -204680.921875 Penalty: 2406.588379
	Iteration 21Q: 3 clusters Score -204680.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -204682.484375 Penalty: 2406.588379
	Iteration 22Q: 3 clusters Score -204682.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -204683.250000 Penalty: 2406.588379
	Iteration 23Q: 3 clusters Score -204683.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -204683.890625 Penalty: 2406.588379
	Iteration 24Q: 3 clusters Score -204683.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -204684.562500 Penalty: 2406.588379
	Iteration 25Q: 3 clusters Score -204684.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -204685.734375 Penalty: 2406.588379
	Iteration 26Q: 3 clusters Score -204685.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -204685.734375 Penalty: 2406.588379
	Iteration 27F: 3 clusters Score -204685.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 107583 members 
Mstep: Class 3 contains 6573 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9449 members 
Mstep: Class 6 contains 42699 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 6926 members 
Mstep: Class 9 contains 92933 members 
Mstep: Class 10 contains 80325 members 
Mstep: Class 11 contains 96247 members 
Mstep: Class 12 contains 48151 members 
Mstep: Class 13 contains 4963 members 
Mstep: Class 14 contains 102546 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5854 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 24615 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9862 members 
Mstep: Class 25 contains 97655 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6762 members 
Mstep: Class 28 contains 3456 members 
Mstep: Class 29 contains 3345 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 843 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13577 members 
Mstep: Class 34 contains 10109 members 
Mstep: Class 35 contains 9821 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 104568 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 8196 members 
Mstep: Class 41 contains 1644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783480.000000 Penalty: 91479.007812
Iteration 239Q: 42 clusters Score -1.117835e+08 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 107620 members 
Mstep: Class 3 contains 6572 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9448 members 
Mstep: Class 6 contains 42688 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 6925 members 
Mstep: Class 9 contains 92978 members 
Mstep: Class 10 contains 80363 members 
Mstep: Class 11 contains 96240 members 
Mstep: Class 12 contains 48136 members 
Mstep: Class 13 contains 4966 members 
Mstep: Class 14 contains 102486 members 
Mstep: Class 15 contains 3092 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5844 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 24607 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9862 members 
Mstep: Class 25 contains 97687 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6759 members 
Mstep: Class 28 contains 3456 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 843 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 13581 members 
Mstep: Class 34 contains 10110 members 
Mstep: Class 35 contains 9824 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 104526 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 8190 members 
Mstep: Class 41 contains 1643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783528.000000 Penalty: 91479.007812
Iteration 240F: 42 clusters Score -1.117835e+08 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 107653 members 
Mstep: Class 3 contains 6570 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9448 members 
Mstep: Class 6 contains 42680 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 6927 members 
Mstep: Class 9 contains 93030 members 
Mstep: Class 10 contains 80391 members 
Mstep: Class 11 contains 96211 members 
Mstep: Class 12 contains 48118 members 
Mstep: Class 13 contains 4968 members 
Mstep: Class 14 contains 102429 members 
Mstep: Class 15 contains 3093 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5836 members 
Mstep: Class 19 contains 3467 members 
Mstep: Class 20 contains 24607 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9861 members 
Mstep: Class 25 contains 97731 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6759 members 
Mstep: Class 28 contains 3456 members 
Mstep: Class 29 contains 3349 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 843 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 13581 members 
Mstep: Class 34 contains 10108 members 
Mstep: Class 35 contains 9826 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 104488 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 8185 members 
Mstep: Class 41 contains 1643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783568.000000 Penalty: 91479.007812
Iteration 241Q: 42 clusters Score -1.117836e+08 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 107680 members 
Mstep: Class 3 contains 6571 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9448 members 
Mstep: Class 6 contains 42670 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 6923 members 
Mstep: Class 9 contains 93078 members 
Mstep: Class 10 contains 80418 members 
Mstep: Class 11 contains 96207 members 
Mstep: Class 12 contains 48105 members 
Mstep: Class 13 contains 4971 members 
Mstep: Class 14 contains 102394 members 
Mstep: Class 15 contains 3092 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5827 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 24604 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9863 members 
Mstep: Class 25 contains 97760 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 3456 members 
Mstep: Class 29 contains 3348 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 843 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 13583 members 
Mstep: Class 34 contains 10107 members 
Mstep: Class 35 contains 9827 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 104427 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 8185 members 
Mstep: Class 41 contains 1644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783464.000000 Penalty: 91479.007812
Iteration 242Q: 42 clusters Score -1.117835e+08 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 107718 members 
Mstep: Class 3 contains 6570 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9448 members 
Mstep: Class 6 contains 42663 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 6919 members 
Mstep: Class 9 contains 93131 members 
Mstep: Class 10 contains 80425 members 
Mstep: Class 11 contains 96221 members 
Mstep: Class 12 contains 48090 members 
Mstep: Class 13 contains 4974 members 
Mstep: Class 14 contains 102356 members 
Mstep: Class 15 contains 3090 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5821 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 24599 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9864 members 
Mstep: Class 25 contains 97797 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 3456 members 
Mstep: Class 29 contains 3349 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 843 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 13586 members 
Mstep: Class 34 contains 10107 members 
Mstep: Class 35 contains 9826 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 104350 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 8181 members 
Mstep: Class 41 contains 1645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783792.000000 Penalty: 91479.007812
Iteration 243Q: 42 clusters Score -1.117838e+08 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 107772 members 
Mstep: Class 3 contains 6570 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9447 members 
Mstep: Class 6 contains 42646 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 6919 members 
Mstep: Class 9 contains 93171 members 
Mstep: Class 10 contains 80440 members 
Mstep: Class 11 contains 96232 members 
Mstep: Class 12 contains 48065 members 
Mstep: Class 13 contains 4974 members 
Mstep: Class 14 contains 102329 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 5812 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 24591 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9861 members 
Mstep: Class 25 contains 97846 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6760 members 
Mstep: Class 28 contains 3456 members 
Mstep: Class 29 contains 3352 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 843 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 13592 members 
Mstep: Class 34 contains 10107 members 
Mstep: Class 35 contains 9827 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 104264 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 8175 members 
Mstep: Class 41 contains 1646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783792.000000 Penalty: 91479.007812
Iteration 244Q: 42 clusters Score -1.117838e+08 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 107804 members 
Mstep: Class 3 contains 6569 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9446 members 
Mstep: Class 6 contains 42642 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 6919 members 
Mstep: Class 9 contains 93210 members 
Mstep: Class 10 contains 80458 members 
Mstep: Class 11 contains 96233 members 
Mstep: Class 12 contains 48040 members 
Mstep: Class 13 contains 4979 members 
Mstep: Class 14 contains 102355 members 
Mstep: Class 15 contains 3087 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 5807 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 24591 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1653 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9867 members 
Mstep: Class 25 contains 97863 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6762 members 
Mstep: Class 28 contains 3455 members 
Mstep: Class 29 contains 3354 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 843 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 13597 members 
Mstep: Class 34 contains 10108 members 
Mstep: Class 35 contains 9825 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 104157 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 8168 members 
Mstep: Class 41 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784056.000000 Penalty: 91479.007812
Iteration 245Q: 42 clusters Score -1.117841e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 107847 members 
Mstep: Class 3 contains 6569 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9444 members 
Mstep: Class 6 contains 42645 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 6917 members 
Mstep: Class 9 contains 93260 members 
Mstep: Class 10 contains 80475 members 
Mstep: Class 11 contains 96218 members 
Mstep: Class 12 contains 48007 members 
Mstep: Class 13 contains 4986 members 
Mstep: Class 14 contains 102380 members 
Mstep: Class 15 contains 3084 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 5798 members 
Mstep: Class 19 contains 3470 members 
Mstep: Class 20 contains 24578 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1654 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9866 members 
Mstep: Class 25 contains 97890 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6760 members 
Mstep: Class 28 contains 3455 members 
Mstep: Class 29 contains 3358 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 13600 members 
Mstep: Class 34 contains 10109 members 
Mstep: Class 35 contains 9825 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 104057 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 8167 members 
Mstep: Class 41 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784016.000000 Penalty: 91479.007812
Iteration 246Q: 42 clusters Score -1.11784e+08 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 107940 members 
Mstep: Class 3 contains 6573 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9443 members 
Mstep: Class 6 contains 42642 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 6921 members 
Mstep: Class 9 contains 93323 members 
Mstep: Class 10 contains 80472 members 
Mstep: Class 11 contains 96210 members 
Mstep: Class 12 contains 47977 members 
Mstep: Class 13 contains 4988 members 
Mstep: Class 14 contains 102345 members 
Mstep: Class 15 contains 3081 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 24560 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1655 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9870 members 
Mstep: Class 25 contains 97922 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6761 members 
Mstep: Class 28 contains 3455 members 
Mstep: Class 29 contains 3356 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 13599 members 
Mstep: Class 34 contains 10112 members 
Mstep: Class 35 contains 9826 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 103966 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 8170 members 
Mstep: Class 41 contains 1646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783912.000000 Penalty: 91479.007812
Iteration 247Q: 42 clusters Score -1.117839e+08 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 108049 members 
Mstep: Class 3 contains 6578 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9442 members 
Mstep: Class 6 contains 42640 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 6921 members 
Mstep: Class 9 contains 93369 members 
Mstep: Class 10 contains 80472 members 
Mstep: Class 11 contains 96200 members 
Mstep: Class 12 contains 47946 members 
Mstep: Class 13 contains 4987 members 
Mstep: Class 14 contains 102354 members 
Mstep: Class 15 contains 3081 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 5773 members 
Mstep: Class 19 contains 3464 members 
Mstep: Class 20 contains 24543 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1656 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9872 members 
Mstep: Class 25 contains 97941 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6761 members 
Mstep: Class 28 contains 3455 members 
Mstep: Class 29 contains 3356 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 13601 members 
Mstep: Class 34 contains 10113 members 
Mstep: Class 35 contains 9822 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 103855 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 8169 members 
Mstep: Class 41 contains 1646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783856.000000 Penalty: 91479.007812
Iteration 248Q: 42 clusters Score -1.117839e+08 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 108146 members 
Mstep: Class 3 contains 6579 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9443 members 
Mstep: Class 6 contains 42633 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 6919 members 
Mstep: Class 9 contains 93401 members 
Mstep: Class 10 contains 80470 members 
Mstep: Class 11 contains 96209 members 
Mstep: Class 12 contains 47912 members 
Mstep: Class 13 contains 4985 members 
Mstep: Class 14 contains 102372 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 5762 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 24531 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1657 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9876 members 
Mstep: Class 25 contains 97930 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6759 members 
Mstep: Class 28 contains 3455 members 
Mstep: Class 29 contains 3363 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 13606 members 
Mstep: Class 34 contains 10115 members 
Mstep: Class 35 contains 9826 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 103754 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 8166 members 
Mstep: Class 41 contains 1648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783784.000000 Penalty: 91479.007812
Iteration 249Q: 42 clusters Score -1.117838e+08 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 108220 members 
Mstep: Class 3 contains 6582 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9443 members 
Mstep: Class 6 contains 42638 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 6918 members 
Mstep: Class 9 contains 93470 members 
Mstep: Class 10 contains 80460 members 
Mstep: Class 11 contains 96192 members 
Mstep: Class 12 contains 47896 members 
Mstep: Class 13 contains 4985 members 
Mstep: Class 14 contains 102327 members 
Mstep: Class 15 contains 3080 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 5757 members 
Mstep: Class 19 contains 3467 members 
Mstep: Class 20 contains 24522 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1657 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9874 members 
Mstep: Class 25 contains 97962 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6756 members 
Mstep: Class 28 contains 3455 members 
Mstep: Class 29 contains 3365 members 
Mstep: Class 30 contains 1905 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 13612 members 
Mstep: Class 34 contains 10117 members 
Mstep: Class 35 contains 9826 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 103669 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 8166 members 
Mstep: Class 41 contains 1652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783672.000000 Penalty: 91479.007812
Iteration 250Q: 42 clusters Score -1.117837e+08 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 108299 members 
Mstep: Class 3 contains 6580 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9444 members 
Mstep: Class 6 contains 42653 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 6915 members 
Mstep: Class 9 contains 93517 members 
Mstep: Class 10 contains 80450 members 
Mstep: Class 11 contains 96187 members 
Mstep: Class 12 contains 47875 members 
Mstep: Class 13 contains 4986 members 
Mstep: Class 14 contains 102246 members 
Mstep: Class 15 contains 3078 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 5753 members 
Mstep: Class 19 contains 3467 members 
Mstep: Class 20 contains 24514 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1658 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9877 members 
Mstep: Class 25 contains 98010 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6754 members 
Mstep: Class 28 contains 3455 members 
Mstep: Class 29 contains 3367 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 13617 members 
Mstep: Class 34 contains 10120 members 
Mstep: Class 35 contains 9826 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 103597 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 8166 members 
Mstep: Class 41 contains 1656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783736.000000 Penalty: 91479.007812
Iteration 251Q: 42 clusters Score -1.117837e+08 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 108366 members 
Mstep: Class 3 contains 6581 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9446 members 
Mstep: Class 6 contains 42674 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 6914 members 
Mstep: Class 9 contains 93540 members 
Mstep: Class 10 contains 80458 members 
Mstep: Class 11 contains 96221 members 
Mstep: Class 12 contains 47864 members 
Mstep: Class 13 contains 4988 members 
Mstep: Class 14 contains 102141 members 
Mstep: Class 15 contains 3078 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 5748 members 
Mstep: Class 19 contains 3466 members 
Mstep: Class 20 contains 24507 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9878 members 
Mstep: Class 25 contains 98062 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6754 members 
Mstep: Class 28 contains 3455 members 
Mstep: Class 29 contains 3367 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 13622 members 
Mstep: Class 34 contains 10121 members 
Mstep: Class 35 contains 9823 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 103508 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 8167 members 
Mstep: Class 41 contains 1656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784016.000000 Penalty: 91479.007812
Iteration 252Q: 42 clusters Score -1.11784e+08 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 108445 members 
Mstep: Class 3 contains 6582 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9446 members 
Mstep: Class 6 contains 42680 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 6914 members 
Mstep: Class 9 contains 93551 members 
Mstep: Class 10 contains 80497 members 
Mstep: Class 11 contains 96261 members 
Mstep: Class 12 contains 47842 members 
Mstep: Class 13 contains 4990 members 
Mstep: Class 14 contains 102032 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 5741 members 
Mstep: Class 19 contains 3463 members 
Mstep: Class 20 contains 24507 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1662 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9876 members 
Mstep: Class 25 contains 98102 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6751 members 
Mstep: Class 28 contains 3455 members 
Mstep: Class 29 contains 3364 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 13622 members 
Mstep: Class 34 contains 10122 members 
Mstep: Class 35 contains 9824 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 103437 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 8167 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783896.000000 Penalty: 91479.007812
Iteration 253Q: 42 clusters Score -1.117839e+08 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 108489 members 
Mstep: Class 3 contains 6582 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9446 members 
Mstep: Class 6 contains 42692 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 6915 members 
Mstep: Class 9 contains 93582 members 
Mstep: Class 10 contains 80539 members 
Mstep: Class 11 contains 96350 members 
Mstep: Class 12 contains 47823 members 
Mstep: Class 13 contains 4989 members 
Mstep: Class 14 contains 101927 members 
Mstep: Class 15 contains 3073 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 5738 members 
Mstep: Class 19 contains 3463 members 
Mstep: Class 20 contains 24491 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1663 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9871 members 
Mstep: Class 25 contains 98139 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 3453 members 
Mstep: Class 29 contains 3364 members 
Mstep: Class 30 contains 1905 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 13627 members 
Mstep: Class 34 contains 10122 members 
Mstep: Class 35 contains 9826 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 103332 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 8170 members 
Mstep: Class 41 contains 1656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783984.000000 Penalty: 91479.007812
Iteration 254Q: 42 clusters Score -1.11784e+08 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 108537 members 
Mstep: Class 3 contains 6578 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9445 members 
Mstep: Class 6 contains 42695 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 6914 members 
Mstep: Class 9 contains 93589 members 
Mstep: Class 10 contains 80562 members 
Mstep: Class 11 contains 96462 members 
Mstep: Class 12 contains 47808 members 
Mstep: Class 13 contains 4990 members 
Mstep: Class 14 contains 101847 members 
Mstep: Class 15 contains 3072 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 5728 members 
Mstep: Class 19 contains 3462 members 
Mstep: Class 20 contains 24474 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1665 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9872 members 
Mstep: Class 25 contains 98146 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6737 members 
Mstep: Class 28 contains 3452 members 
Mstep: Class 29 contains 3366 members 
Mstep: Class 30 contains 1905 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 13633 members 
Mstep: Class 34 contains 10122 members 
Mstep: Class 35 contains 9823 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 103263 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 8167 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784248.000000 Penalty: 91479.007812
Iteration 255Q: 42 clusters Score -1.117842e+08 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 108551 members 
Mstep: Class 3 contains 6580 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9445 members 
Mstep: Class 6 contains 42698 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 6914 members 
Mstep: Class 9 contains 93589 members 
Mstep: Class 10 contains 80583 members 
Mstep: Class 11 contains 96555 members 
Mstep: Class 12 contains 47791 members 
Mstep: Class 13 contains 4989 members 
Mstep: Class 14 contains 101801 members 
Mstep: Class 15 contains 3071 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 5727 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 24467 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1666 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9876 members 
Mstep: Class 25 contains 98171 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6730 members 
Mstep: Class 28 contains 3452 members 
Mstep: Class 29 contains 3367 members 
Mstep: Class 30 contains 1904 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 13639 members 
Mstep: Class 34 contains 10122 members 
Mstep: Class 35 contains 9823 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 103172 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 8168 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784576.000000 Penalty: 91479.007812
Iteration 256Q: 42 clusters Score -1.117846e+08 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 108570 members 
Mstep: Class 3 contains 6577 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9445 members 
Mstep: Class 6 contains 42701 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 6913 members 
Mstep: Class 9 contains 93569 members 
Mstep: Class 10 contains 80598 members 
Mstep: Class 11 contains 96653 members 
Mstep: Class 12 contains 47778 members 
Mstep: Class 13 contains 4988 members 
Mstep: Class 14 contains 101791 members 
Mstep: Class 15 contains 3072 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 5726 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 24461 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9875 members 
Mstep: Class 25 contains 98188 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6726 members 
Mstep: Class 28 contains 3451 members 
Mstep: Class 29 contains 3368 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 13638 members 
Mstep: Class 34 contains 10123 members 
Mstep: Class 35 contains 9822 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 103080 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 8168 members 
Mstep: Class 41 contains 1656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784720.000000 Penalty: 91479.007812
Iteration 257Q: 42 clusters Score -1.117847e+08 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 108590 members 
Mstep: Class 3 contains 6577 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9444 members 
Mstep: Class 6 contains 42719 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 6914 members 
Mstep: Class 9 contains 93552 members 
Mstep: Class 10 contains 80614 members 
Mstep: Class 11 contains 96732 members 
Mstep: Class 12 contains 47764 members 
Mstep: Class 13 contains 4989 members 
Mstep: Class 14 contains 101759 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 5724 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 24454 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9873 members 
Mstep: Class 25 contains 98216 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6726 members 
Mstep: Class 28 contains 3450 members 
Mstep: Class 29 contains 3367 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 13636 members 
Mstep: Class 34 contains 10125 members 
Mstep: Class 35 contains 9819 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 102997 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 8167 members 
Mstep: Class 41 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784848.000000 Penalty: 91479.007812
Iteration 258Q: 42 clusters Score -1.117848e+08 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 108614 members 
Mstep: Class 3 contains 6576 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9442 members 
Mstep: Class 6 contains 42732 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 6915 members 
Mstep: Class 9 contains 93544 members 
Mstep: Class 10 contains 80633 members 
Mstep: Class 11 contains 96792 members 
Mstep: Class 12 contains 47754 members 
Mstep: Class 13 contains 4987 members 
Mstep: Class 14 contains 101739 members 
Mstep: Class 15 contains 3068 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 5718 members 
Mstep: Class 19 contains 3458 members 
Mstep: Class 20 contains 24442 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9871 members 
Mstep: Class 25 contains 98246 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6725 members 
Mstep: Class 28 contains 3450 members 
Mstep: Class 29 contains 3368 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 13634 members 
Mstep: Class 34 contains 10124 members 
Mstep: Class 35 contains 9822 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 102922 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 8162 members 
Mstep: Class 41 contains 1661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784648.000000 Penalty: 91479.007812
Iteration 259Q: 42 clusters Score -1.117846e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 108637 members 
Mstep: Class 3 contains 6576 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9442 members 
Mstep: Class 6 contains 42749 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 6914 members 
Mstep: Class 9 contains 93504 members 
Mstep: Class 10 contains 80662 members 
Mstep: Class 11 contains 96872 members 
Mstep: Class 12 contains 47746 members 
Mstep: Class 13 contains 4987 members 
Mstep: Class 14 contains 101707 members 
Mstep: Class 15 contains 3067 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 5714 members 
Mstep: Class 19 contains 3458 members 
Mstep: Class 20 contains 24436 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9870 members 
Mstep: Class 25 contains 98268 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6723 members 
Mstep: Class 28 contains 3449 members 
Mstep: Class 29 contains 3369 members 
Mstep: Class 30 contains 1904 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 13634 members 
Mstep: Class 34 contains 10124 members 
Mstep: Class 35 contains 9825 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 102843 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 8158 members 
Mstep: Class 41 contains 1664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784400.000000 Penalty: 91479.007812
Iteration 260F: 42 clusters Score -1.117844e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 108700 members 
Mstep: Class 3 contains 6577 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9442 members 
Mstep: Class 6 contains 42758 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 6916 members 
Mstep: Class 9 contains 93478 members 
Mstep: Class 10 contains 80659 members 
Mstep: Class 11 contains 96944 members 
Mstep: Class 12 contains 47737 members 
Mstep: Class 13 contains 4994 members 
Mstep: Class 14 contains 101628 members 
Mstep: Class 15 contains 3066 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 5708 members 
Mstep: Class 19 contains 3458 members 
Mstep: Class 20 contains 24430 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1666 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9867 members 
Mstep: Class 25 contains 98294 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6721 members 
Mstep: Class 28 contains 3447 members 
Mstep: Class 29 contains 3369 members 
Mstep: Class 30 contains 1905 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 298 members 
Mstep: Class 33 contains 13639 members 
Mstep: Class 34 contains 10126 members 
Mstep: Class 35 contains 9827 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 102788 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1228 members 
Mstep: Class 40 contains 8154 members 
Mstep: Class 41 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784560.000000 Penalty: 91479.007812
Iteration 261Q: 42 clusters Score -1.117846e+08 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 108779 members 
Mstep: Class 3 contains 6577 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9442 members 
Mstep: Class 6 contains 42768 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 6918 members 
Mstep: Class 9 contains 93460 members 
Mstep: Class 10 contains 80654 members 
Mstep: Class 11 contains 96994 members 
Mstep: Class 12 contains 47743 members 
Mstep: Class 13 contains 4997 members 
Mstep: Class 14 contains 101547 members 
Mstep: Class 15 contains 3065 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 5702 members 
Mstep: Class 19 contains 3457 members 
Mstep: Class 20 contains 24411 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9866 members 
Mstep: Class 25 contains 98321 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 6720 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 3369 members 
Mstep: Class 30 contains 1905 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 302 members 
Mstep: Class 33 contains 13640 members 
Mstep: Class 34 contains 10127 members 
Mstep: Class 35 contains 9826 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 102743 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8153 members 
Mstep: Class 41 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784528.000000 Penalty: 91479.007812
Iteration 262Q: 42 clusters Score -1.117845e+08 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 108823 members 
Mstep: Class 3 contains 6576 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9442 members 
Mstep: Class 6 contains 42771 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 6919 members 
Mstep: Class 9 contains 93401 members 
Mstep: Class 10 contains 80649 members 
Mstep: Class 11 contains 97045 members 
Mstep: Class 12 contains 47743 members 
Mstep: Class 13 contains 4999 members 
Mstep: Class 14 contains 101525 members 
Mstep: Class 15 contains 3063 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 5692 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24390 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 1669 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9866 members 
Mstep: Class 25 contains 98338 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 6720 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 3368 members 
Mstep: Class 30 contains 1905 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 306 members 
Mstep: Class 33 contains 13639 members 
Mstep: Class 34 contains 10129 members 
Mstep: Class 35 contains 9827 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 102738 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8153 members 
Mstep: Class 41 contains 1671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784624.000000 Penalty: 91479.007812
Iteration 263Q: 42 clusters Score -1.117846e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 108871 members 
Mstep: Class 3 contains 6576 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9440 members 
Mstep: Class 6 contains 42778 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 6921 members 
Mstep: Class 9 contains 93334 members 
Mstep: Class 10 contains 80641 members 
Mstep: Class 11 contains 97059 members 
Mstep: Class 12 contains 47750 members 
Mstep: Class 13 contains 5004 members 
Mstep: Class 14 contains 101490 members 
Mstep: Class 15 contains 3062 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 5689 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24379 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1670 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9865 members 
Mstep: Class 25 contains 98384 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 6720 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 3369 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 305 members 
Mstep: Class 33 contains 13639 members 
Mstep: Class 34 contains 10130 members 
Mstep: Class 35 contains 9826 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 102733 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8153 members 
Mstep: Class 41 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784752.000000 Penalty: 91479.007812
Iteration 264Q: 42 clusters Score -1.117848e+08 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 108957 members 
Mstep: Class 3 contains 6577 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 42778 members 
Mstep: Class 7 contains 327 members 
Mstep: Class 8 contains 6924 members 
Mstep: Class 9 contains 93239 members 
Mstep: Class 10 contains 80644 members 
Mstep: Class 11 contains 97109 members 
Mstep: Class 12 contains 47747 members 
Mstep: Class 13 contains 5005 members 
Mstep: Class 14 contains 101463 members 
Mstep: Class 15 contains 3060 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 5687 members 
Mstep: Class 19 contains 3459 members 
Mstep: Class 20 contains 24382 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1670 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9866 members 
Mstep: Class 25 contains 98415 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 6721 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 3371 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 305 members 
Mstep: Class 33 contains 13638 members 
Mstep: Class 34 contains 10131 members 
Mstep: Class 35 contains 9829 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 102679 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8146 members 
Mstep: Class 41 contains 1677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784888.000000 Penalty: 91479.007812
Iteration 265Q: 42 clusters Score -1.117849e+08 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 109055 members 
Mstep: Class 3 contains 6576 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 42773 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 6924 members 
Mstep: Class 9 contains 93170 members 
Mstep: Class 10 contains 80633 members 
Mstep: Class 11 contains 97150 members 
Mstep: Class 12 contains 47749 members 
Mstep: Class 13 contains 5006 members 
Mstep: Class 14 contains 101429 members 
Mstep: Class 15 contains 3061 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 5687 members 
Mstep: Class 19 contains 3459 members 
Mstep: Class 20 contains 24371 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1669 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9871 members 
Mstep: Class 25 contains 98467 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 6723 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 3372 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 303 members 
Mstep: Class 33 contains 13636 members 
Mstep: Class 34 contains 10132 members 
Mstep: Class 35 contains 9828 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 102613 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8142 members 
Mstep: Class 41 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784800.000000 Penalty: 91479.007812
Iteration 266Q: 42 clusters Score -1.117848e+08 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 109180 members 
Mstep: Class 3 contains 6577 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 42765 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 6926 members 
Mstep: Class 9 contains 93083 members 
Mstep: Class 10 contains 80642 members 
Mstep: Class 11 contains 97198 members 
Mstep: Class 12 contains 47766 members 
Mstep: Class 13 contains 5008 members 
Mstep: Class 14 contains 101368 members 
Mstep: Class 15 contains 3062 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 5691 members 
Mstep: Class 19 contains 3459 members 
Mstep: Class 20 contains 24350 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1668 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9869 members 
Mstep: Class 25 contains 98518 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 6727 members 
Mstep: Class 28 contains 3445 members 
Mstep: Class 29 contains 3376 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 303 members 
Mstep: Class 33 contains 13636 members 
Mstep: Class 34 contains 10134 members 
Mstep: Class 35 contains 9826 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 102525 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8140 members 
Mstep: Class 41 contains 1683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784848.000000 Penalty: 91479.007812
Iteration 267Q: 42 clusters Score -1.117848e+08 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 109282 members 
Mstep: Class 3 contains 6577 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 42771 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 6927 members 
Mstep: Class 9 contains 92993 members 
Mstep: Class 10 contains 80638 members 
Mstep: Class 11 contains 97254 members 
Mstep: Class 12 contains 47775 members 
Mstep: Class 13 contains 5008 members 
Mstep: Class 14 contains 101338 members 
Mstep: Class 15 contains 3064 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 5692 members 
Mstep: Class 19 contains 3459 members 
Mstep: Class 20 contains 24315 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9872 members 
Mstep: Class 25 contains 98574 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 6727 members 
Mstep: Class 28 contains 3444 members 
Mstep: Class 29 contains 3376 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 303 members 
Mstep: Class 33 contains 13637 members 
Mstep: Class 34 contains 10135 members 
Mstep: Class 35 contains 9823 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 102458 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8134 members 
Mstep: Class 41 contains 1683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784880.000000 Penalty: 91479.007812
Iteration 268Q: 42 clusters Score -1.117849e+08 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 109434 members 
Mstep: Class 3 contains 6577 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9438 members 
Mstep: Class 6 contains 42773 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 6928 members 
Mstep: Class 9 contains 92915 members 
Mstep: Class 10 contains 80607 members 
Mstep: Class 11 contains 97316 members 
Mstep: Class 12 contains 47786 members 
Mstep: Class 13 contains 5006 members 
Mstep: Class 14 contains 101264 members 
Mstep: Class 15 contains 3066 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 5691 members 
Mstep: Class 19 contains 3459 members 
Mstep: Class 20 contains 24280 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9867 members 
Mstep: Class 25 contains 98639 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 6728 members 
Mstep: Class 28 contains 3441 members 
Mstep: Class 29 contains 3380 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 303 members 
Mstep: Class 33 contains 13634 members 
Mstep: Class 34 contains 10137 members 
Mstep: Class 35 contains 9820 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 102394 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8130 members 
Mstep: Class 41 contains 1682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784744.000000 Penalty: 91479.007812
Iteration 269Q: 42 clusters Score -1.117847e+08 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 109543 members 
Mstep: Class 3 contains 6577 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9438 members 
Mstep: Class 6 contains 42774 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 6930 members 
Mstep: Class 9 contains 92816 members 
Mstep: Class 10 contains 80594 members 
Mstep: Class 11 contains 97405 members 
Mstep: Class 12 contains 47803 members 
Mstep: Class 13 contains 5008 members 
Mstep: Class 14 contains 101193 members 
Mstep: Class 15 contains 3062 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 5687 members 
Mstep: Class 19 contains 3459 members 
Mstep: Class 20 contains 24262 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9868 members 
Mstep: Class 25 contains 98679 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 6733 members 
Mstep: Class 28 contains 3440 members 
Mstep: Class 29 contains 3383 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 303 members 
Mstep: Class 33 contains 13632 members 
Mstep: Class 34 contains 10138 members 
Mstep: Class 35 contains 9824 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 102336 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8125 members 
Mstep: Class 41 contains 1682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784816.000000 Penalty: 91479.007812
Iteration 270Q: 42 clusters Score -1.117848e+08 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 109614 members 
Mstep: Class 3 contains 6578 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9439 members 
Mstep: Class 6 contains 42777 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 6936 members 
Mstep: Class 9 contains 92693 members 
Mstep: Class 10 contains 80588 members 
Mstep: Class 11 contains 97490 members 
Mstep: Class 12 contains 47818 members 
Mstep: Class 13 contains 5006 members 
Mstep: Class 14 contains 101186 members 
Mstep: Class 15 contains 3061 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 5692 members 
Mstep: Class 19 contains 3459 members 
Mstep: Class 20 contains 24256 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9863 members 
Mstep: Class 25 contains 98712 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 6733 members 
Mstep: Class 28 contains 3440 members 
Mstep: Class 29 contains 3385 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 303 members 
Mstep: Class 33 contains 13630 members 
Mstep: Class 34 contains 10138 members 
Mstep: Class 35 contains 9824 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 102265 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8122 members 
Mstep: Class 41 contains 1683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784768.000000 Penalty: 91479.007812
Iteration 271Q: 42 clusters Score -1.117848e+08 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 109721 members 
Mstep: Class 3 contains 6577 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9440 members 
Mstep: Class 6 contains 42785 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 6937 members 
Mstep: Class 9 contains 92570 members 
Mstep: Class 10 contains 80566 members 
Mstep: Class 11 contains 97569 members 
Mstep: Class 12 contains 47844 members 
Mstep: Class 13 contains 5006 members 
Mstep: Class 14 contains 101120 members 
Mstep: Class 15 contains 3060 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 5688 members 
Mstep: Class 19 contains 3458 members 
Mstep: Class 20 contains 24257 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1666 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9868 members 
Mstep: Class 25 contains 98750 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 6737 members 
Mstep: Class 28 contains 3440 members 
Mstep: Class 29 contains 3389 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 303 members 
Mstep: Class 33 contains 13627 members 
Mstep: Class 34 contains 10138 members 
Mstep: Class 35 contains 9827 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 102210 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8118 members 
Mstep: Class 41 contains 1684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784544.000000 Penalty: 91479.007812
Iteration 272Q: 42 clusters Score -1.117845e+08 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 109844 members 
Mstep: Class 3 contains 6578 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9440 members 
Mstep: Class 6 contains 42797 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 6941 members 
Mstep: Class 9 contains 92445 members 
Mstep: Class 10 contains 80557 members 
Mstep: Class 11 contains 97622 members 
Mstep: Class 12 contains 47879 members 
Mstep: Class 13 contains 5008 members 
Mstep: Class 14 contains 101075 members 
Mstep: Class 15 contains 3058 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 5678 members 
Mstep: Class 19 contains 3458 members 
Mstep: Class 20 contains 24245 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1666 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9874 members 
Mstep: Class 25 contains 98784 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 3440 members 
Mstep: Class 29 contains 3393 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 303 members 
Mstep: Class 33 contains 13625 members 
Mstep: Class 34 contains 10139 members 
Mstep: Class 35 contains 9828 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 102131 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8118 members 
Mstep: Class 41 contains 1684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784760.000000 Penalty: 91479.007812
Iteration 273Q: 42 clusters Score -1.117848e+08 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 109986 members 
Mstep: Class 3 contains 6578 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9439 members 
Mstep: Class 6 contains 42804 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 6941 members 
Mstep: Class 9 contains 92348 members 
Mstep: Class 10 contains 80529 members 
Mstep: Class 11 contains 97667 members 
Mstep: Class 12 contains 47910 members 
Mstep: Class 13 contains 5007 members 
Mstep: Class 14 contains 101021 members 
Mstep: Class 15 contains 3059 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 5676 members 
Mstep: Class 19 contains 3458 members 
Mstep: Class 20 contains 24227 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1665 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9879 members 
Mstep: Class 25 contains 98798 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 3439 members 
Mstep: Class 29 contains 3393 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 303 members 
Mstep: Class 33 contains 13622 members 
Mstep: Class 34 contains 10139 members 
Mstep: Class 35 contains 9831 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 102090 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8116 members 
Mstep: Class 41 contains 1686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784640.000000 Penalty: 91479.007812
Iteration 274Q: 42 clusters Score -1.117846e+08 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 110139 members 
Mstep: Class 3 contains 6580 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 42813 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 6939 members 
Mstep: Class 9 contains 92247 members 
Mstep: Class 10 contains 80485 members 
Mstep: Class 11 contains 97681 members 
Mstep: Class 12 contains 47945 members 
Mstep: Class 13 contains 5004 members 
Mstep: Class 14 contains 101041 members 
Mstep: Class 15 contains 3059 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 5663 members 
Mstep: Class 19 contains 3458 members 
Mstep: Class 20 contains 24217 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9883 members 
Mstep: Class 25 contains 98835 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 3437 members 
Mstep: Class 29 contains 3395 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 303 members 
Mstep: Class 33 contains 13620 members 
Mstep: Class 34 contains 10139 members 
Mstep: Class 35 contains 9828 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 101998 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8113 members 
Mstep: Class 41 contains 1687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784352.000000 Penalty: 91479.007812
Iteration 275Q: 42 clusters Score -1.117844e+08 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 110333 members 
Mstep: Class 3 contains 6580 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9438 members 
Mstep: Class 6 contains 42824 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 6937 members 
Mstep: Class 9 contains 92117 members 
Mstep: Class 10 contains 80465 members 
Mstep: Class 11 contains 97678 members 
Mstep: Class 12 contains 47982 members 
Mstep: Class 13 contains 5006 members 
Mstep: Class 14 contains 101009 members 
Mstep: Class 15 contains 3058 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 5657 members 
Mstep: Class 19 contains 3458 members 
Mstep: Class 20 contains 24219 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1662 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9880 members 
Mstep: Class 25 contains 98873 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 6739 members 
Mstep: Class 28 contains 3437 members 
Mstep: Class 29 contains 3396 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 303 members 
Mstep: Class 33 contains 13616 members 
Mstep: Class 34 contains 10140 members 
Mstep: Class 35 contains 9828 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 101915 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8114 members 
Mstep: Class 41 contains 1686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784200.000000 Penalty: 91479.007812
Iteration 276Q: 42 clusters Score -1.117842e+08 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 110541 members 
Mstep: Class 3 contains 6579 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9438 members 
Mstep: Class 6 contains 42834 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 6939 members 
Mstep: Class 9 contains 91984 members 
Mstep: Class 10 contains 80448 members 
Mstep: Class 11 contains 97721 members 
Mstep: Class 12 contains 48013 members 
Mstep: Class 13 contains 5007 members 
Mstep: Class 14 contains 100966 members 
Mstep: Class 15 contains 3058 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 5654 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24205 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1661 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9886 members 
Mstep: Class 25 contains 98882 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 6740 members 
Mstep: Class 28 contains 3436 members 
Mstep: Class 29 contains 3400 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 303 members 
Mstep: Class 33 contains 13609 members 
Mstep: Class 34 contains 10140 members 
Mstep: Class 35 contains 9825 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 101824 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8114 members 
Mstep: Class 41 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784368.000000 Penalty: 91479.007812
Iteration 277Q: 42 clusters Score -1.117844e+08 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 110735 members 
Mstep: Class 3 contains 6579 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 42838 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 6936 members 
Mstep: Class 9 contains 91841 members 
Mstep: Class 10 contains 80442 members 
Mstep: Class 11 contains 97748 members 
Mstep: Class 12 contains 48049 members 
Mstep: Class 13 contains 5008 members 
Mstep: Class 14 contains 100921 members 
Mstep: Class 15 contains 3059 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 5652 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24196 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1661 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9889 members 
Mstep: Class 25 contains 98928 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 3433 members 
Mstep: Class 29 contains 3404 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 303 members 
Mstep: Class 33 contains 13609 members 
Mstep: Class 34 contains 10142 members 
Mstep: Class 35 contains 9825 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 101717 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8110 members 
Mstep: Class 41 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784024.000000 Penalty: 91479.007812
Iteration 278Q: 42 clusters Score -1.11784e+08 nChanged 1755
Entering ConstructFrom: 
Score: -111784024.000000 Penalty: 91479.007812
Entering ConstructFrom: 
Trying to split cluster 1 (3122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Entering Unmasked Estep 
Score: -391312.031250 Penalty: 1307.512329
	Iteration 0F: 2 clusters Score -391312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -388538.031250 Penalty: 2615.024658
	Iteration 0F: 3 clusters Score -388538 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -389222.906250 Penalty: 2615.024658
	Iteration 1F: 3 clusters Score -389222.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -389354.093750 Penalty: 2615.024658
	Iteration 2F: 3 clusters Score -389354.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -389431.968750 Penalty: 2615.024658
	Iteration 3Q: 3 clusters Score -389432 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -389490.343750 Penalty: 2615.024658
	Iteration 4Q: 3 clusters Score -389490.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -389533.562500 Penalty: 2615.024658
	Iteration 5Q: 3 clusters Score -389533.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -389579.906250 Penalty: 2615.024658
	Iteration 6Q: 3 clusters Score -389579.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -389618.906250 Penalty: 2615.024658
	Iteration 7Q: 3 clusters Score -389618.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -389652.156250 Penalty: 2615.024658
	Iteration 8Q: 3 clusters Score -389652.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -389675.031250 Penalty: 2615.024658
	Iteration 9Q: 3 clusters Score -389675 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -389696.875000 Penalty: 2615.024658
	Iteration 10Q: 3 clusters Score -389696.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -389713.593750 Penalty: 2615.024658
	Iteration 11Q: 3 clusters Score -389713.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -389731.968750 Penalty: 2615.024658
	Iteration 12Q: 3 clusters Score -389732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -389748.906250 Penalty: 2615.024658
	Iteration 13Q: 3 clusters Score -389748.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -389775.187500 Penalty: 2615.024658
	Iteration 14Q: 3 clusters Score -389775.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -389810.937500 Penalty: 2615.024658
	Iteration 15Q: 3 clusters Score -389810.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -389862.437500 Penalty: 2615.024658
	Iteration 16Q: 3 clusters Score -389862.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -389902.062500 Penalty: 2615.024658
	Iteration 17Q: 3 clusters Score -389902.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -389933.906250 Penalty: 2615.024658
	Iteration 18Q: 3 clusters Score -389933.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -389961.562500 Penalty: 2615.024658
	Iteration 19Q: 3 clusters Score -389961.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -389983.312500 Penalty: 2615.024658
	Iteration 20F: 3 clusters Score -389983.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -389998.718750 Penalty: 2615.024658
	Iteration 21Q: 3 clusters Score -389998.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -390015.468750 Penalty: 2615.024658
	Iteration 22Q: 3 clusters Score -390015.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -390026.750000 Penalty: 2615.024658
	Iteration 23Q: 3 clusters Score -390026.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -390042.718750 Penalty: 2615.024658
	Iteration 24Q: 3 clusters Score -390042.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -390052.781250 Penalty: 2615.024658
	Iteration 25Q: 3 clusters Score -390052.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -390060.031250 Penalty: 2615.024658
	Iteration 26Q: 3 clusters Score -390060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -390067.687500 Penalty: 2615.024658
	Iteration 27Q: 3 clusters Score -390067.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -390076.281250 Penalty: 2615.024658
	Iteration 28Q: 3 clusters Score -390076.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -390080.343750 Penalty: 2615.024658
	Iteration 29Q: 3 clusters Score -390080.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -390084.968750 Penalty: 2615.024658
	Iteration 30Q: 3 clusters Score -390085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -390089.281250 Penalty: 2615.024658
	Iteration 31Q: 3 clusters Score -390089.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -390096.312500 Penalty: 2615.024658
	Iteration 32Q: 3 clusters Score -390096.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -390101.625000 Penalty: 2615.024658
	Iteration 33Q: 3 clusters Score -390101.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -390103.093750 Penalty: 2615.024658
	Iteration 34Q: 3 clusters Score -390103.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -390103.656250 Penalty: 2615.024658
	Iteration 35Q: 3 clusters Score -390103.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -390104.375000 Penalty: 2615.024658
	Iteration 36Q: 3 clusters Score -390104.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -390105.187500 Penalty: 2615.024658
	Iteration 37Q: 3 clusters Score -390105.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -390105.187500 Penalty: 2615.024658
	Iteration 38F: 3 clusters Score -390105.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (110922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110922 members 
Entering Unmasked Estep 
Score: -13858310.000000 Penalty: 1887.694702
	Iteration 0F: 2 clusters Score -1.385831e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55210 members 
Mstep: Class 2 contains 55712 members 
Entering Unmasked Estep 
Score: -13787858.000000 Penalty: 3775.389404
	Iteration 0F: 3 clusters Score -1.378786e+07 nChanged 53189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50347 members 
Mstep: Class 2 contains 60575 members 
Entering Unmasked Estep 
Score: -13819476.000000 Penalty: 3775.389404
	Iteration 1F: 3 clusters Score -1.381948e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47114 members 
Mstep: Class 2 contains 63808 members 
Entering Unmasked Estep 
Score: -13820885.000000 Penalty: 3775.389404
	Iteration 2Q: 3 clusters Score -1.382088e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 68537 members 
Entering Unmasked Estep 
Score: -13822957.000000 Penalty: 3775.389404
	Iteration 3Q: 3 clusters Score -1.382296e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 75286 members 
Entering Unmasked Estep 
Score: -13827005.000000 Penalty: 3775.389404
	Iteration 4F: 3 clusters Score -1.3827e+07 nChanged 8872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 84056 members 
Entering Unmasked Estep 
Score: -13833440.000000 Penalty: 3775.389404
	Iteration 5F: 3 clusters Score -1.383344e+07 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 93774 members 
Entering Unmasked Estep 
Score: -13843131.000000 Penalty: 3775.389404
	Iteration 6F: 3 clusters Score -1.384313e+07 nChanged 8733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 102507 members 
Entering Unmasked Estep 
Score: -13851910.000000 Penalty: 3775.389404
	Iteration 7F: 3 clusters Score -1.385191e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 108077 members 
Entering Unmasked Estep 
Score: -13855348.000000 Penalty: 3775.389404
	Iteration 8F: 3 clusters Score -1.385535e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 110134 members 
Entering Unmasked Estep 
Score: -13856268.000000 Penalty: 3775.389404
	Iteration 9Q: 3 clusters Score -1.385627e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 110633 members 
Entering Unmasked Estep 
Score: -13856502.000000 Penalty: 3775.389404
	Iteration 10Q: 3 clusters Score -1.38565e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 110732 members 
Entering Unmasked Estep 
Score: -13856610.000000 Penalty: 3775.389404
	Iteration 11Q: 3 clusters Score -1.385661e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 110759 members 
Entering Unmasked Estep 
Score: -13856646.000000 Penalty: 3775.389404
	Iteration 12Q: 3 clusters Score -1.385665e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 110773 members 
Entering Unmasked Estep 
Score: -13856679.000000 Penalty: 3775.389404
	Iteration 13Q: 3 clusters Score -1.385668e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 110782 members 
Entering Unmasked Estep 
Score: -13856702.000000 Penalty: 3775.389404
	Iteration 14Q: 3 clusters Score -1.38567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 110788 members 
Entering Unmasked Estep 
Score: -13856723.000000 Penalty: 3775.389404
	Iteration 15Q: 3 clusters Score -1.385672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 110788 members 
Entering Unmasked Estep 
Score: -13856718.000000 Penalty: 3775.389404
	Iteration 16Q: 3 clusters Score -1.385672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 110787 members 
Entering Unmasked Estep 
Score: -13856728.000000 Penalty: 3775.389404
	Iteration 17Q: 3 clusters Score -1.385673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 110787 members 
Entering Unmasked Estep 
Score: -13856746.000000 Penalty: 3775.389404
	Iteration 18Q: 3 clusters Score -1.385675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 110790 members 
Entering Unmasked Estep 
Score: -13856745.000000 Penalty: 3775.389404
	Iteration 19Q: 3 clusters Score -1.385674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 110788 members 
Entering Unmasked Estep 
Score: -13856756.000000 Penalty: 3775.389404
	Iteration 20F: 3 clusters Score -1.385676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 110789 members 
Entering Unmasked Estep 
Score: -13856760.000000 Penalty: 3775.389404
	Iteration 21Q: 3 clusters Score -1.385676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 110787 members 
Entering Unmasked Estep 
Score: -13856766.000000 Penalty: 3775.389404
	Iteration 22Q: 3 clusters Score -1.385677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 110786 members 
Entering Unmasked Estep 
Score: -13856760.000000 Penalty: 3775.389404
	Iteration 23Q: 3 clusters Score -1.385676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 110786 members 
Entering Unmasked Estep 
Score: -13856760.000000 Penalty: 3775.389404
	Iteration 24F: 3 clusters Score -1.385676e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Entering Unmasked Estep 
Score: -772586.562500 Penalty: 1428.665894
	Iteration 0F: 2 clusters Score -772586.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -767620.562500 Penalty: 2857.331787
	Iteration 0F: 3 clusters Score -767620.6 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -769304.750000 Penalty: 2857.331787
	Iteration 1F: 3 clusters Score -769304.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -769894.187500 Penalty: 2857.331787
	Iteration 2F: 3 clusters Score -769894.2 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -770392.125000 Penalty: 2857.331787
	Iteration 3F: 3 clusters Score -770392.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -770804.000000 Penalty: 2857.331787
	Iteration 4F: 3 clusters Score -770804 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -771142.062500 Penalty: 2857.331787
	Iteration 5F: 3 clusters Score -771142.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -771416.000000 Penalty: 2857.331787
	Iteration 6Q: 3 clusters Score -771416 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -771623.750000 Penalty: 2857.331787
	Iteration 7Q: 3 clusters Score -771623.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -771790.750000 Penalty: 2857.331787
	Iteration 8Q: 3 clusters Score -771790.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -771945.562500 Penalty: 2857.331787
	Iteration 9Q: 3 clusters Score -771945.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -772102.312500 Penalty: 2857.331787
	Iteration 10Q: 3 clusters Score -772102.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -772242.000000 Penalty: 2857.331787
	Iteration 11Q: 3 clusters Score -772242 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -772345.562500 Penalty: 2857.331787
	Iteration 12Q: 3 clusters Score -772345.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -772408.187500 Penalty: 2857.331787
	Iteration 13Q: 3 clusters Score -772408.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -772462.812500 Penalty: 2857.331787
	Iteration 14Q: 3 clusters Score -772462.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -772504.875000 Penalty: 2857.331787
	Iteration 15Q: 3 clusters Score -772504.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -772546.062500 Penalty: 2857.331787
	Iteration 16Q: 3 clusters Score -772546.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -772610.125000 Penalty: 2857.331787
	Iteration 17Q: 3 clusters Score -772610.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -772699.312500 Penalty: 2857.331787
	Iteration 18Q: 3 clusters Score -772699.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -772831.625000 Penalty: 2857.331787
	Iteration 19Q: 3 clusters Score -772831.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -772952.375000 Penalty: 2857.331787
	Iteration 20F: 3 clusters Score -772952.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -773039.562500 Penalty: 2857.331787
	Iteration 21Q: 3 clusters Score -773039.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -773087.187500 Penalty: 2857.331787
	Iteration 22Q: 3 clusters Score -773087.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -773103.250000 Penalty: 2857.331787
	Iteration 23Q: 3 clusters Score -773103.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -773109.625000 Penalty: 2857.331787
	Iteration 24Q: 3 clusters Score -773109.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -773120.062500 Penalty: 2857.331787
	Iteration 25Q: 3 clusters Score -773120.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -773122.500000 Penalty: 2857.331787
	Iteration 26Q: 3 clusters Score -773122.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -773125.000000 Penalty: 2857.331787
	Iteration 27Q: 3 clusters Score -773125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -773127.187500 Penalty: 2857.331787
	Iteration 28Q: 3 clusters Score -773127.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -773127.437500 Penalty: 2857.331787
	Iteration 29Q: 3 clusters Score -773127.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -773128.812500 Penalty: 2857.331787
	Iteration 30Q: 3 clusters Score -773128.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -773129.312500 Penalty: 2857.331787
	Iteration 31Q: 3 clusters Score -773129.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -773129.312500 Penalty: 2857.331787
	Iteration 32F: 3 clusters Score -773129.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 110922 members 
Mstep: Class 3 contains 1122 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 42847 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 6938 members 
Mstep: Class 9 contains 91701 members 
Mstep: Class 10 contains 80440 members 
Mstep: Class 11 contains 97760 members 
Mstep: Class 12 contains 48102 members 
Mstep: Class 13 contains 5012 members 
Mstep: Class 14 contains 100840 members 
Mstep: Class 15 contains 3059 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 5643 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24175 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9890 members 
Mstep: Class 25 contains 99000 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 3432 members 
Mstep: Class 29 contains 3410 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 303 members 
Mstep: Class 33 contains 13611 members 
Mstep: Class 34 contains 10144 members 
Mstep: Class 35 contains 9826 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 101626 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8104 members 
Mstep: Class 41 contains 1685 members 
Mstep: Class 42 contains 5458 members 
Entering Unmasked Estep 
Score: -111783480.000000 Penalty: 93710.203125
Splitting cluster 3 changes total score from -111784024.000000 to -111783480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -39068.027344 Penalty: 956.039856
	Iteration 0F: 2 clusters Score -39068.03 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 170 members 
Entering Unmasked Estep 
Score: -38124.359375 Penalty: 1912.079712
	Iteration 0F: 3 clusters Score -38124.36 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -38318.660156 Penalty: 1912.079712
	Iteration 1F: 3 clusters Score -38318.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -38402.875000 Penalty: 1912.079712
	Iteration 2F: 3 clusters Score -38402.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -38441.890625 Penalty: 1912.079712
	Iteration 3Q: 3 clusters Score -38441.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -38480.230469 Penalty: 1912.079712
	Iteration 4Q: 3 clusters Score -38480.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -38506.347656 Penalty: 1912.079712
	Iteration 5Q: 3 clusters Score -38506.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -38519.042969 Penalty: 1912.079712
	Iteration 6Q: 3 clusters Score -38519.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -38519.042969 Penalty: 1912.079712
	Iteration 7F: 3 clusters Score -38519.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Entering Unmasked Estep 
Score: -1177271.750000 Penalty: 1487.246704
	Iteration 0F: 2 clusters Score -1177272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1170448.000000 Penalty: 2974.493408
	Iteration 0F: 3 clusters Score -1170448 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1173307.375000 Penalty: 2974.493408
	Iteration 1F: 3 clusters Score -1173307 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1174259.875000 Penalty: 2974.493408
	Iteration 2F: 3 clusters Score -1174260 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1175031.875000 Penalty: 2974.493408
	Iteration 3F: 3 clusters Score -1175032 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1175581.500000 Penalty: 2974.493408
	Iteration 4F: 3 clusters Score -1175582 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1175899.000000 Penalty: 2974.493408
	Iteration 5F: 3 clusters Score -1175899 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1176054.875000 Penalty: 2974.493408
	Iteration 6Q: 3 clusters Score -1176055 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1176142.875000 Penalty: 2974.493408
	Iteration 7Q: 3 clusters Score -1176143 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1176187.750000 Penalty: 2974.493408
	Iteration 8Q: 3 clusters Score -1176188 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1176224.750000 Penalty: 2974.493408
	Iteration 9Q: 3 clusters Score -1176225 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1176249.500000 Penalty: 2974.493408
	Iteration 10Q: 3 clusters Score -1176250 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1176271.750000 Penalty: 2974.493408
	Iteration 11Q: 3 clusters Score -1176272 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1176289.750000 Penalty: 2974.493408
	Iteration 12Q: 3 clusters Score -1176290 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1176303.875000 Penalty: 2974.493408
	Iteration 13Q: 3 clusters Score -1176304 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1176309.625000 Penalty: 2974.493408
	Iteration 14Q: 3 clusters Score -1176310 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1176313.500000 Penalty: 2974.493408
	Iteration 15Q: 3 clusters Score -1176314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1176315.375000 Penalty: 2974.493408
	Iteration 16Q: 3 clusters Score -1176315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1176321.500000 Penalty: 2974.493408
	Iteration 17Q: 3 clusters Score -1176322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1176321.125000 Penalty: 2974.493408
	Iteration 18Q: 3 clusters Score -1176321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1176322.500000 Penalty: 2974.493408
	Iteration 19Q: 3 clusters Score -1176322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1176329.000000 Penalty: 2974.493408
	Iteration 20F: 3 clusters Score -1176329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1176333.125000 Penalty: 2974.493408
	Iteration 21Q: 3 clusters Score -1176333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1176333.625000 Penalty: 2974.493408
	Iteration 22Q: 3 clusters Score -1176334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1176333.750000 Penalty: 2974.493408
	Iteration 23Q: 3 clusters Score -1176334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1176333.875000 Penalty: 2974.493408
	Iteration 24Q: 3 clusters Score -1176334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1176333.125000 Penalty: 2974.493408
	Iteration 25Q: 3 clusters Score -1176333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1176334.500000 Penalty: 2974.493408
	Iteration 26Q: 3 clusters Score -1176334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1176339.125000 Penalty: 2974.493408
	Iteration 27Q: 3 clusters Score -1176339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1176339.375000 Penalty: 2974.493408
	Iteration 28Q: 3 clusters Score -1176339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1176344.125000 Penalty: 2974.493408
	Iteration 29Q: 3 clusters Score -1176344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1176342.000000 Penalty: 2974.493408
	Iteration 30Q: 3 clusters Score -1176342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1176343.375000 Penalty: 2974.493408
	Iteration 31Q: 3 clusters Score -1176343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1176343.625000 Penalty: 2974.493408
	Iteration 32Q: 3 clusters Score -1176344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1176343.625000 Penalty: 2974.493408
	Iteration 33F: 3 clusters Score -1176344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Entering Unmasked Estep 
Score: -5192106.500000 Penalty: 1733.125977
	Iteration 0F: 2 clusters Score -5192106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -5163677.500000 Penalty: 3466.251953
	Iteration 0F: 3 clusters Score -5163678 nChanged 19805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -5174730.000000 Penalty: 3466.251953
	Iteration 1F: 3 clusters Score -5174730 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -5175388.000000 Penalty: 3466.251953
	Iteration 2Q: 3 clusters Score -5175388 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -5176180.000000 Penalty: 3466.251953
	Iteration 3Q: 3 clusters Score -5176180 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -5177198.000000 Penalty: 3466.251953
	Iteration 4Q: 3 clusters Score -5177198 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -5178354.000000 Penalty: 3466.251953
	Iteration 5F: 3 clusters Score -5178354 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -5179455.000000 Penalty: 3466.251953
	Iteration 6F: 3 clusters Score -5179455 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -5180413.000000 Penalty: 3466.251953
	Iteration 7Q: 3 clusters Score -5180413 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -5181241.500000 Penalty: 3466.251953
	Iteration 8Q: 3 clusters Score -5181242 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -5181892.000000 Penalty: 3466.251953
	Iteration 9Q: 3 clusters Score -5181892 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -5182397.000000 Penalty: 3466.251953
	Iteration 10Q: 3 clusters Score -5182397 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -5182802.000000 Penalty: 3466.251953
	Iteration 11Q: 3 clusters Score -5182802 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -5183128.500000 Penalty: 3466.251953
	Iteration 12Q: 3 clusters Score -5183128 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -5183396.000000 Penalty: 3466.251953
	Iteration 13Q: 3 clusters Score -5183396 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -5183610.500000 Penalty: 3466.251953
	Iteration 14Q: 3 clusters Score -5183610 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -5183832.500000 Penalty: 3466.251953
	Iteration 15Q: 3 clusters Score -5183832 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -5184024.000000 Penalty: 3466.251953
	Iteration 16Q: 3 clusters Score -5184024 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -5184167.500000 Penalty: 3466.251953
	Iteration 17Q: 3 clusters Score -5184168 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -5184338.000000 Penalty: 3466.251953
	Iteration 18Q: 3 clusters Score -5184338 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -5184504.000000 Penalty: 3466.251953
	Iteration 19Q: 3 clusters Score -5184504 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -5184673.000000 Penalty: 3466.251953
	Iteration 20F: 3 clusters Score -5184673 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -5184919.000000 Penalty: 3466.251953
	Iteration 21Q: 3 clusters Score -5184919 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -5185131.500000 Penalty: 3466.251953
	Iteration 22Q: 3 clusters Score -5185132 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -5185387.500000 Penalty: 3466.251953
	Iteration 23Q: 3 clusters Score -5185388 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -5185640.500000 Penalty: 3466.251953
	Iteration 24Q: 3 clusters Score -5185640 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -5185938.500000 Penalty: 3466.251953
	Iteration 25Q: 3 clusters Score -5185938 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -5186217.000000 Penalty: 3466.251953
	Iteration 26Q: 3 clusters Score -5186217 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -5186562.500000 Penalty: 3466.251953
	Iteration 27Q: 3 clusters Score -5186562 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -5186922.000000 Penalty: 3466.251953
	Iteration 28Q: 3 clusters Score -5186922 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -5187321.000000 Penalty: 3466.251953
	Iteration 29Q: 3 clusters Score -5187321 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -5187770.500000 Penalty: 3466.251953
	Iteration 30Q: 3 clusters Score -5187770 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -5188195.000000 Penalty: 3466.251953
	Iteration 31Q: 3 clusters Score -5188195 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -5188667.500000 Penalty: 3466.251953
	Iteration 32Q: 3 clusters Score -5188668 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -5189106.500000 Penalty: 3466.251953
	Iteration 33Q: 3 clusters Score -5189106 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -5189513.500000 Penalty: 3466.251953
	Iteration 34Q: 3 clusters Score -5189514 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -5189826.500000 Penalty: 3466.251953
	Iteration 35Q: 3 clusters Score -5189826 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -5190071.000000 Penalty: 3466.251953
	Iteration 36Q: 3 clusters Score -5190071 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -5190249.500000 Penalty: 3466.251953
	Iteration 37Q: 3 clusters Score -5190250 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -5190380.500000 Penalty: 3466.251953
	Iteration 38Q: 3 clusters Score -5190380 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -5190481.000000 Penalty: 3466.251953
	Iteration 39Q: 3 clusters Score -5190481 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -5190538.000000 Penalty: 3466.251953
	Iteration 40F: 3 clusters Score -5190538 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -5190572.000000 Penalty: 3466.251953
	Iteration 41Q: 3 clusters Score -5190572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -5190581.000000 Penalty: 3466.251953
	Iteration 42Q: 3 clusters Score -5190581 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -5190596.500000 Penalty: 3466.251953
	Iteration 43Q: 3 clusters Score -5190596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -5190604.500000 Penalty: 3466.251953
	Iteration 44Q: 3 clusters Score -5190604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -5190623.500000 Penalty: 3466.251953
	Iteration 45Q: 3 clusters Score -5190624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -5190640.000000 Penalty: 3466.251953
	Iteration 46Q: 3 clusters Score -5190640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -5190637.000000 Penalty: 3466.251953
	Iteration 47Q: 3 clusters Score -5190637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -5190645.000000 Penalty: 3466.251953
	Iteration 48Q: 3 clusters Score -5190645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -5190649.500000 Penalty: 3466.251953
	Iteration 49Q: 3 clusters Score -5190650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 42336 members 
Entering Unmasked Estep 
Score: -5190654.500000 Penalty: 3466.251953
	Iteration 50Q: 3 clusters Score -5190654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -5190667.500000 Penalty: 3466.251953
	Iteration 51Q: 3 clusters Score -5190668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -5190665.500000 Penalty: 3466.251953
	Iteration 52Q: 3 clusters Score -5190666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -5190670.500000 Penalty: 3466.251953
	Iteration 53Q: 3 clusters Score -5190670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -5190673.000000 Penalty: 3466.251953
	Iteration 54Q: 3 clusters Score -5190673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -5190679.500000 Penalty: 3466.251953
	Iteration 55Q: 3 clusters Score -5190680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -5190680.000000 Penalty: 3466.251953
	Iteration 56Q: 3 clusters Score -5190680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -5190683.500000 Penalty: 3466.251953
	Iteration 57Q: 3 clusters Score -5190684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -5190685.000000 Penalty: 3466.251953
	Iteration 58Q: 3 clusters Score -5190685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -5190688.500000 Penalty: 3466.251953
	Iteration 59Q: 3 clusters Score -5190688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -5190692.000000 Penalty: 3466.251953
	Iteration 60F: 3 clusters Score -5190692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -5190691.000000 Penalty: 3466.251953
	Iteration 61Q: 3 clusters Score -5190691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -5190692.500000 Penalty: 3466.251953
	Iteration 62Q: 3 clusters Score -5190692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -5190691.000000 Penalty: 3466.251953
	Iteration 63Q: 3 clusters Score -5190691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -5190691.000000 Penalty: 3466.251953
	Iteration 64F: 3 clusters Score -5190691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -18023.933594 Penalty: 941.859375
	Iteration 0F: 2 clusters Score -18023.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17295.361328 Penalty: 1883.718750
	Iteration 0F: 3 clusters Score -17295.36 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17729.875000 Penalty: 1883.718750
	Iteration 1F: 3 clusters Score -17729.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -18047.513672 Penalty: 1883.718750
	Iteration 2F: 3 clusters Score -18047.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -18220.353516 Penalty: 1883.718750
	Iteration 3Q: 3 clusters Score -18220.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -18271.453125 Penalty: 1883.718750
	Iteration 4Q: 3 clusters Score -18271.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -18287.457031 Penalty: 1883.718750
	Iteration 5Q: 3 clusters Score -18287.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -18291.720703 Penalty: 1883.718750
	Iteration 6Q: 3 clusters Score -18291.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -18298.964844 Penalty: 1883.718750
	Iteration 7Q: 3 clusters Score -18298.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -18298.964844 Penalty: 1883.718750
	Iteration 8F: 3 clusters Score -18298.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 110922 members 
Mstep: Class 3 contains 6580 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 42847 members 
Mstep: Class 7 contains 101 members 
Mstep: Class 8 contains 6938 members 
Mstep: Class 9 contains 91701 members 
Mstep: Class 10 contains 80440 members 
Mstep: Class 11 contains 97760 members 
Mstep: Class 12 contains 48102 members 
Mstep: Class 13 contains 5012 members 
Mstep: Class 14 contains 100840 members 
Mstep: Class 15 contains 3059 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 5643 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24175 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9890 members 
Mstep: Class 25 contains 99000 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 3432 members 
Mstep: Class 29 contains 3410 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 303 members 
Mstep: Class 33 contains 13611 members 
Mstep: Class 34 contains 10144 members 
Mstep: Class 35 contains 9826 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 101626 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8104 members 
Mstep: Class 41 contains 1685 members 
Mstep: Class 42 contains 228 members 
Entering Unmasked Estep 
Score: -111783048.000000 Penalty: 93710.203125
Splitting cluster 7 changes total score from -111784024.000000 to -111783048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (6938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Entering Unmasked Estep 
Score: -825088.312500 Penalty: 1437.274902
	Iteration 0F: 2 clusters Score -825088.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -819894.562500 Penalty: 2874.549805
	Iteration 0F: 3 clusters Score -819894.6 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -821665.437500 Penalty: 2874.549805
	Iteration 1F: 3 clusters Score -821665.4 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -822102.687500 Penalty: 2874.549805
	Iteration 2F: 3 clusters Score -822102.7 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -822434.312500 Penalty: 2874.549805
	Iteration 3F: 3 clusters Score -822434.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -822657.375000 Penalty: 2874.549805
	Iteration 4F: 3 clusters Score -822657.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -822831.625000 Penalty: 2874.549805
	Iteration 5Q: 3 clusters Score -822831.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -822976.750000 Penalty: 2874.549805
	Iteration 6Q: 3 clusters Score -822976.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -823083.125000 Penalty: 2874.549805
	Iteration 7Q: 3 clusters Score -823083.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -823204.812500 Penalty: 2874.549805
	Iteration 8Q: 3 clusters Score -823204.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -823321.750000 Penalty: 2874.549805
	Iteration 9Q: 3 clusters Score -823321.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -823432.062500 Penalty: 2874.549805
	Iteration 10Q: 3 clusters Score -823432.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -823567.062500 Penalty: 2874.549805
	Iteration 11Q: 3 clusters Score -823567.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -823678.625000 Penalty: 2874.549805
	Iteration 12Q: 3 clusters Score -823678.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -823778.562500 Penalty: 2874.549805
	Iteration 13Q: 3 clusters Score -823778.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -823860.312500 Penalty: 2874.549805
	Iteration 14Q: 3 clusters Score -823860.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -823922.687500 Penalty: 2874.549805
	Iteration 15Q: 3 clusters Score -823922.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -823965.625000 Penalty: 2874.549805
	Iteration 16Q: 3 clusters Score -823965.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -823995.625000 Penalty: 2874.549805
	Iteration 17Q: 3 clusters Score -823995.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -824026.875000 Penalty: 2874.549805
	Iteration 18Q: 3 clusters Score -824026.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -824049.250000 Penalty: 2874.549805
	Iteration 19Q: 3 clusters Score -824049.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -824066.062500 Penalty: 2874.549805
	Iteration 20F: 3 clusters Score -824066.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -824077.375000 Penalty: 2874.549805
	Iteration 21Q: 3 clusters Score -824077.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -824087.187500 Penalty: 2874.549805
	Iteration 22Q: 3 clusters Score -824087.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -824092.437500 Penalty: 2874.549805
	Iteration 23Q: 3 clusters Score -824092.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -824099.375000 Penalty: 2874.549805
	Iteration 24Q: 3 clusters Score -824099.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -824105.625000 Penalty: 2874.549805
	Iteration 25Q: 3 clusters Score -824105.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -824109.750000 Penalty: 2874.549805
	Iteration 26Q: 3 clusters Score -824109.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -824115.250000 Penalty: 2874.549805
	Iteration 27Q: 3 clusters Score -824115.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -824125.437500 Penalty: 2874.549805
	Iteration 28Q: 3 clusters Score -824125.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -824129.750000 Penalty: 2874.549805
	Iteration 29Q: 3 clusters Score -824129.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -824131.500000 Penalty: 2874.549805
	Iteration 30Q: 3 clusters Score -824131.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -824135.875000 Penalty: 2874.549805
	Iteration 31Q: 3 clusters Score -824135.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -824136.500000 Penalty: 2874.549805
	Iteration 32Q: 3 clusters Score -824136.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -824137.500000 Penalty: 2874.549805
	Iteration 33Q: 3 clusters Score -824137.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -824138.312500 Penalty: 2874.549805
	Iteration 34Q: 3 clusters Score -824138.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -824138.750000 Penalty: 2874.549805
	Iteration 35Q: 3 clusters Score -824138.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -824139.687500 Penalty: 2874.549805
	Iteration 36Q: 3 clusters Score -824139.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -824141.187500 Penalty: 2874.549805
	Iteration 37Q: 3 clusters Score -824141.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -824141.812500 Penalty: 2874.549805
	Iteration 38Q: 3 clusters Score -824141.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -824140.875000 Penalty: 2874.549805
	Iteration 39Q: 3 clusters Score -824140.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -824142.750000 Penalty: 2874.549805
	Iteration 40F: 3 clusters Score -824142.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -824144.125000 Penalty: 2874.549805
	Iteration 41Q: 3 clusters Score -824144.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -824145.250000 Penalty: 2874.549805
	Iteration 42Q: 3 clusters Score -824145.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -824145.500000 Penalty: 2874.549805
	Iteration 43Q: 3 clusters Score -824145.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -824146.062500 Penalty: 2874.549805
	Iteration 44Q: 3 clusters Score -824146.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -824145.562500 Penalty: 2874.549805
	Iteration 45Q: 3 clusters Score -824145.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -824145.375000 Penalty: 2874.549805
	Iteration 46Q: 3 clusters Score -824145.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -824145.375000 Penalty: 2874.549805
	Iteration 47F: 3 clusters Score -824145.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (91701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91701 members 
Entering Unmasked Estep 
Score: -11580308.000000 Penalty: 1856.771851
	Iteration 0F: 2 clusters Score -1.158031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -11519462.000000 Penalty: 3713.543701
	Iteration 0F: 3 clusters Score -1.151946e+07 nChanged 43831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -11544337.000000 Penalty: 3713.543701
	Iteration 1F: 3 clusters Score -1.154434e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47353 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -11544929.000000 Penalty: 3713.543701
	Iteration 2Q: 3 clusters Score -1.154493e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
Score: -11545680.000000 Penalty: 3713.543701
	Iteration 3Q: 3 clusters Score -1.154568e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49219 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -11546727.000000 Penalty: 3713.543701
	Iteration 4Q: 3 clusters Score -1.154673e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50864 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -11548153.000000 Penalty: 3713.543701
	Iteration 5Q: 3 clusters Score -1.154815e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -11550155.000000 Penalty: 3713.543701
	Iteration 6Q: 3 clusters Score -1.155016e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56275 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -11552922.000000 Penalty: 3713.543701
	Iteration 7F: 3 clusters Score -1.155292e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60080 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -11556369.000000 Penalty: 3713.543701
	Iteration 8F: 3 clusters Score -1.155637e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64131 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -11559868.000000 Penalty: 3713.543701
	Iteration 9F: 3 clusters Score -1.155987e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68043 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -11563464.000000 Penalty: 3713.543701
	Iteration 10F: 3 clusters Score -1.156346e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71486 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -11566616.000000 Penalty: 3713.543701
	Iteration 11F: 3 clusters Score -1.156662e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74122 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -11568917.000000 Penalty: 3713.543701
	Iteration 12Q: 3 clusters Score -1.156892e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76262 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -11570470.000000 Penalty: 3713.543701
	Iteration 13Q: 3 clusters Score -1.157047e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78049 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -11571626.000000 Penalty: 3713.543701
	Iteration 14Q: 3 clusters Score -1.157163e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79621 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -11572505.000000 Penalty: 3713.543701
	Iteration 15Q: 3 clusters Score -1.15725e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81005 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -11573236.000000 Penalty: 3713.543701
	Iteration 16Q: 3 clusters Score -1.157324e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82271 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -11573872.000000 Penalty: 3713.543701
	Iteration 17Q: 3 clusters Score -1.157387e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83459 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -11574501.000000 Penalty: 3713.543701
	Iteration 18Q: 3 clusters Score -1.15745e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84510 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -11575068.000000 Penalty: 3713.543701
	Iteration 19Q: 3 clusters Score -1.157507e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85454 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -11575581.000000 Penalty: 3713.543701
	Iteration 20F: 3 clusters Score -1.157558e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86318 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -11575990.000000 Penalty: 3713.543701
	Iteration 21Q: 3 clusters Score -1.157599e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87096 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -11576332.000000 Penalty: 3713.543701
	Iteration 22Q: 3 clusters Score -1.157633e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87784 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -11576783.000000 Penalty: 3713.543701
	Iteration 23Q: 3 clusters Score -1.157678e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88372 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -11577119.000000 Penalty: 3713.543701
	Iteration 24Q: 3 clusters Score -1.157712e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88855 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -11577358.000000 Penalty: 3713.543701
	Iteration 25Q: 3 clusters Score -1.157736e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89265 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -11577562.000000 Penalty: 3713.543701
	Iteration 26Q: 3 clusters Score -1.157756e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89581 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -11577722.000000 Penalty: 3713.543701
	Iteration 27Q: 3 clusters Score -1.157772e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89824 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -11577885.000000 Penalty: 3713.543701
	Iteration 28Q: 3 clusters Score -1.157788e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90005 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -11577995.000000 Penalty: 3713.543701
	Iteration 29Q: 3 clusters Score -1.1578e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90165 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -11578100.000000 Penalty: 3713.543701
	Iteration 30Q: 3 clusters Score -1.15781e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90291 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -11578192.000000 Penalty: 3713.543701
	Iteration 31Q: 3 clusters Score -1.157819e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90387 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -11578261.000000 Penalty: 3713.543701
	Iteration 32Q: 3 clusters Score -1.157826e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90478 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -11578342.000000 Penalty: 3713.543701
	Iteration 33Q: 3 clusters Score -1.157834e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90549 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -11578393.000000 Penalty: 3713.543701
	Iteration 34Q: 3 clusters Score -1.157839e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90615 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -11578431.000000 Penalty: 3713.543701
	Iteration 35Q: 3 clusters Score -1.157843e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90661 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -11578469.000000 Penalty: 3713.543701
	Iteration 36Q: 3 clusters Score -1.157847e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90701 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -11578497.000000 Penalty: 3713.543701
	Iteration 37Q: 3 clusters Score -1.15785e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90719 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -11578503.000000 Penalty: 3713.543701
	Iteration 38Q: 3 clusters Score -1.15785e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90741 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -11578516.000000 Penalty: 3713.543701
	Iteration 39Q: 3 clusters Score -1.157852e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90752 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -11578535.000000 Penalty: 3713.543701
	Iteration 40F: 3 clusters Score -1.157854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90763 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -11578540.000000 Penalty: 3713.543701
	Iteration 41Q: 3 clusters Score -1.157854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90775 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -11578553.000000 Penalty: 3713.543701
	Iteration 42Q: 3 clusters Score -1.157855e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90782 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -11578563.000000 Penalty: 3713.543701
	Iteration 43Q: 3 clusters Score -1.157856e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90794 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -11578575.000000 Penalty: 3713.543701
	Iteration 44Q: 3 clusters Score -1.157858e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90805 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -11578576.000000 Penalty: 3713.543701
	Iteration 45Q: 3 clusters Score -1.157858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90812 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -11578575.000000 Penalty: 3713.543701
	Iteration 46Q: 3 clusters Score -1.157858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90816 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -11578574.000000 Penalty: 3713.543701
	Iteration 47Q: 3 clusters Score -1.157857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90816 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -11578575.000000 Penalty: 3713.543701
	Iteration 48Q: 3 clusters Score -1.157858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90819 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -11578575.000000 Penalty: 3713.543701
	Iteration 49Q: 3 clusters Score -1.157858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90820 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -11578575.000000 Penalty: 3713.543701
	Iteration 50Q: 3 clusters Score -1.157858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90820 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -11578575.000000 Penalty: 3713.543701
	Iteration 51F: 3 clusters Score -1.157858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (80440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80440 members 
Entering Unmasked Estep 
Score: -9788569.000000 Penalty: 1835.480957
	Iteration 0F: 2 clusters Score -9788569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -9734937.000000 Penalty: 3670.961914
	Iteration 0F: 3 clusters Score -9734937 nChanged 38218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -9757063.000000 Penalty: 3670.961914
	Iteration 1F: 3 clusters Score -9757063 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 43117 members 
Entering Unmasked Estep 
Score: -9757797.000000 Penalty: 3670.961914
	Iteration 2Q: 3 clusters Score -9757797 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -9758555.000000 Penalty: 3670.961914
	Iteration 3Q: 3 clusters Score -9758555 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -9759894.000000 Penalty: 3670.961914
	Iteration 4Q: 3 clusters Score -9759894 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
Score: -9761796.000000 Penalty: 3670.961914
	Iteration 5Q: 3 clusters Score -9761796 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 53890 members 
Entering Unmasked Estep 
Score: -9764649.000000 Penalty: 3670.961914
	Iteration 6F: 3 clusters Score -9764649 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 58866 members 
Entering Unmasked Estep 
Score: -9768808.000000 Penalty: 3670.961914
	Iteration 7F: 3 clusters Score -9768808 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 64240 members 
Entering Unmasked Estep 
Score: -9773630.000000 Penalty: 3670.961914
	Iteration 8F: 3 clusters Score -9773630 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 68839 members 
Entering Unmasked Estep 
Score: -9777816.000000 Penalty: 3670.961914
	Iteration 9F: 3 clusters Score -9777816 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 72380 members 
Entering Unmasked Estep 
Score: -9781048.000000 Penalty: 3670.961914
	Iteration 10Q: 3 clusters Score -9781048 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 74808 members 
Entering Unmasked Estep 
Score: -9783131.000000 Penalty: 3670.961914
	Iteration 11Q: 3 clusters Score -9783131 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 76535 members 
Entering Unmasked Estep 
Score: -9784505.000000 Penalty: 3670.961914
	Iteration 12Q: 3 clusters Score -9784505 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 77671 members 
Entering Unmasked Estep 
Score: -9785360.000000 Penalty: 3670.961914
	Iteration 13Q: 3 clusters Score -9785360 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 78462 members 
Entering Unmasked Estep 
Score: -9786062.000000 Penalty: 3670.961914
	Iteration 14Q: 3 clusters Score -9786062 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 78947 members 
Entering Unmasked Estep 
Score: -9786547.000000 Penalty: 3670.961914
	Iteration 15Q: 3 clusters Score -9786547 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 79208 members 
Entering Unmasked Estep 
Score: -9786897.000000 Penalty: 3670.961914
	Iteration 16Q: 3 clusters Score -9786897 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 79309 members 
Entering Unmasked Estep 
Score: -9787083.000000 Penalty: 3670.961914
	Iteration 17Q: 3 clusters Score -9787083 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 79348 members 
Entering Unmasked Estep 
Score: -9787204.000000 Penalty: 3670.961914
	Iteration 18Q: 3 clusters Score -9787204 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 79369 members 
Entering Unmasked Estep 
Score: -9787298.000000 Penalty: 3670.961914
	Iteration 19Q: 3 clusters Score -9787298 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 79388 members 
Entering Unmasked Estep 
Score: -9787379.000000 Penalty: 3670.961914
	Iteration 20F: 3 clusters Score -9787379 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 79386 members 
Entering Unmasked Estep 
Score: -9787465.000000 Penalty: 3670.961914
	Iteration 21Q: 3 clusters Score -9787465 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 79384 members 
Entering Unmasked Estep 
Score: -9787527.000000 Penalty: 3670.961914
	Iteration 22Q: 3 clusters Score -9787527 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 79371 members 
Entering Unmasked Estep 
Score: -9787570.000000 Penalty: 3670.961914
	Iteration 23Q: 3 clusters Score -9787570 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 79357 members 
Entering Unmasked Estep 
Score: -9787624.000000 Penalty: 3670.961914
	Iteration 24Q: 3 clusters Score -9787624 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 79330 members 
Entering Unmasked Estep 
Score: -9787694.000000 Penalty: 3670.961914
	Iteration 25Q: 3 clusters Score -9787694 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 79295 members 
Entering Unmasked Estep 
Score: -9787745.000000 Penalty: 3670.961914
	Iteration 26Q: 3 clusters Score -9787745 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 79248 members 
Entering Unmasked Estep 
Score: -9787798.000000 Penalty: 3670.961914
	Iteration 27Q: 3 clusters Score -9787798 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 79196 members 
Entering Unmasked Estep 
Score: -9787848.000000 Penalty: 3670.961914
	Iteration 28Q: 3 clusters Score -9787848 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 79135 members 
Entering Unmasked Estep 
Score: -9787891.000000 Penalty: 3670.961914
	Iteration 29Q: 3 clusters Score -9787891 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 79075 members 
Entering Unmasked Estep 
Score: -9787921.000000 Penalty: 3670.961914
	Iteration 30Q: 3 clusters Score -9787921 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 79024 members 
Entering Unmasked Estep 
Score: -9787914.000000 Penalty: 3670.961914
	Iteration 31Q: 3 clusters Score -9787914 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 78972 members 
Entering Unmasked Estep 
Score: -9787925.000000 Penalty: 3670.961914
	Iteration 32Q: 3 clusters Score -9787925 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 78940 members 
Entering Unmasked Estep 
Score: -9787952.000000 Penalty: 3670.961914
	Iteration 33Q: 3 clusters Score -9787952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 78925 members 
Entering Unmasked Estep 
Score: -9787956.000000 Penalty: 3670.961914
	Iteration 34Q: 3 clusters Score -9787956 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 78908 members 
Entering Unmasked Estep 
Score: -9787960.000000 Penalty: 3670.961914
	Iteration 35Q: 3 clusters Score -9787960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 78886 members 
Entering Unmasked Estep 
Score: -9787971.000000 Penalty: 3670.961914
	Iteration 36Q: 3 clusters Score -9787971 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 78867 members 
Entering Unmasked Estep 
Score: -9787980.000000 Penalty: 3670.961914
	Iteration 37Q: 3 clusters Score -9787980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 78853 members 
Entering Unmasked Estep 
Score: -9787981.000000 Penalty: 3670.961914
	Iteration 38Q: 3 clusters Score -9787981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 78847 members 
Entering Unmasked Estep 
Score: -9787976.000000 Penalty: 3670.961914
	Iteration 39Q: 3 clusters Score -9787976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 78840 members 
Entering Unmasked Estep 
Score: -9788033.000000 Penalty: 3670.961914
	Iteration 40F: 3 clusters Score -9788033 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 78771 members 
Entering Unmasked Estep 
Score: -9788064.000000 Penalty: 3670.961914
	Iteration 41Q: 3 clusters Score -9788064 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 78697 members 
Entering Unmasked Estep 
Score: -9788102.000000 Penalty: 3670.961914
	Iteration 42Q: 3 clusters Score -9788102 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 78628 members 
Entering Unmasked Estep 
Score: -9788156.000000 Penalty: 3670.961914
	Iteration 43Q: 3 clusters Score -9788156 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 78567 members 
Entering Unmasked Estep 
Score: -9788171.000000 Penalty: 3670.961914
	Iteration 44Q: 3 clusters Score -9788171 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 78492 members 
Entering Unmasked Estep 
Score: -9788193.000000 Penalty: 3670.961914
	Iteration 45Q: 3 clusters Score -9788193 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 78420 members 
Entering Unmasked Estep 
Score: -9788213.000000 Penalty: 3670.961914
	Iteration 46Q: 3 clusters Score -9788213 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 78356 members 
Entering Unmasked Estep 
Score: -9788225.000000 Penalty: 3670.961914
	Iteration 47Q: 3 clusters Score -9788225 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 78293 members 
Entering Unmasked Estep 
Score: -9788236.000000 Penalty: 3670.961914
	Iteration 48Q: 3 clusters Score -9788236 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 78232 members 
Entering Unmasked Estep 
Score: -9788250.000000 Penalty: 3670.961914
	Iteration 49Q: 3 clusters Score -9788250 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 78181 members 
Entering Unmasked Estep 
Score: -9788249.000000 Penalty: 3670.961914
	Iteration 50Q: 3 clusters Score -9788249 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 78139 members 
Entering Unmasked Estep 
Score: -9788238.000000 Penalty: 3670.961914
	Iteration 51Q: 3 clusters Score -9788238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 78101 members 
Entering Unmasked Estep 
Score: -9788254.000000 Penalty: 3670.961914
	Iteration 52Q: 3 clusters Score -9788254 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 78066 members 
Entering Unmasked Estep 
Score: -9788277.000000 Penalty: 3670.961914
	Iteration 53Q: 3 clusters Score -9788277 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 78039 members 
Entering Unmasked Estep 
Score: -9788285.000000 Penalty: 3670.961914
	Iteration 54Q: 3 clusters Score -9788285 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 78015 members 
Entering Unmasked Estep 
Score: -9788293.000000 Penalty: 3670.961914
	Iteration 55Q: 3 clusters Score -9788293 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 77987 members 
Entering Unmasked Estep 
Score: -9788284.000000 Penalty: 3670.961914
	Iteration 56Q: 3 clusters Score -9788284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 77963 members 
Entering Unmasked Estep 
Score: -9788294.000000 Penalty: 3670.961914
	Iteration 57Q: 3 clusters Score -9788294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 77938 members 
Entering Unmasked Estep 
Score: -9788287.000000 Penalty: 3670.961914
	Iteration 58Q: 3 clusters Score -9788287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 77922 members 
Entering Unmasked Estep 
Score: -9788278.000000 Penalty: 3670.961914
	Iteration 59Q: 3 clusters Score -9788278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 77912 members 
Entering Unmasked Estep 
Score: -9788282.000000 Penalty: 3670.961914
	Iteration 60F: 3 clusters Score -9788282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 77900 members 
Entering Unmasked Estep 
Score: -9788287.000000 Penalty: 3670.961914
	Iteration 61Q: 3 clusters Score -9788287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 77886 members 
Entering Unmasked Estep 
Score: -9788292.000000 Penalty: 3670.961914
	Iteration 62Q: 3 clusters Score -9788292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 77877 members 
Entering Unmasked Estep 
Score: -9788289.000000 Penalty: 3670.961914
	Iteration 63Q: 3 clusters Score -9788289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 77864 members 
Entering Unmasked Estep 
Score: -9788273.000000 Penalty: 3670.961914
	Iteration 64Q: 3 clusters Score -9788273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 77853 members 
Entering Unmasked Estep 
Score: -9788294.000000 Penalty: 3670.961914
	Iteration 65Q: 3 clusters Score -9788294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 77846 members 
Entering Unmasked Estep 
Score: -9788293.000000 Penalty: 3670.961914
	Iteration 66Q: 3 clusters Score -9788293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 77839 members 
Entering Unmasked Estep 
Score: -9788289.000000 Penalty: 3670.961914
	Iteration 67Q: 3 clusters Score -9788289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 77825 members 
Entering Unmasked Estep 
Score: -9788294.000000 Penalty: 3670.961914
	Iteration 68Q: 3 clusters Score -9788294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 77811 members 
Entering Unmasked Estep 
Score: -9788301.000000 Penalty: 3670.961914
	Iteration 69Q: 3 clusters Score -9788301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 77805 members 
Entering Unmasked Estep 
Score: -9788301.000000 Penalty: 3670.961914
	Iteration 70Q: 3 clusters Score -9788301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 77797 members 
Entering Unmasked Estep 
Score: -9788311.000000 Penalty: 3670.961914
	Iteration 71Q: 3 clusters Score -9788311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 77788 members 
Entering Unmasked Estep 
Score: -9788315.000000 Penalty: 3670.961914
	Iteration 72Q: 3 clusters Score -9788315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 77781 members 
Entering Unmasked Estep 
Score: -9788317.000000 Penalty: 3670.961914
	Iteration 73Q: 3 clusters Score -9788317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 77774 members 
Entering Unmasked Estep 
Score: -9788319.000000 Penalty: 3670.961914
	Iteration 74Q: 3 clusters Score -9788319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 77769 members 
Entering Unmasked Estep 
Score: -9788318.000000 Penalty: 3670.961914
	Iteration 75Q: 3 clusters Score -9788318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 77764 members 
Entering Unmasked Estep 
Score: -9788321.000000 Penalty: 3670.961914
	Iteration 76Q: 3 clusters Score -9788321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 77758 members 
Entering Unmasked Estep 
Score: -9788320.000000 Penalty: 3670.961914
	Iteration 77Q: 3 clusters Score -9788320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 77755 members 
Entering Unmasked Estep 
Score: -9788323.000000 Penalty: 3670.961914
	Iteration 78Q: 3 clusters Score -9788323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 77752 members 
Entering Unmasked Estep 
Score: -9788319.000000 Penalty: 3670.961914
	Iteration 79Q: 3 clusters Score -9788319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 77747 members 
Entering Unmasked Estep 
Score: -9788314.000000 Penalty: 3670.961914
	Iteration 80F: 3 clusters Score -9788314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 77743 members 
Entering Unmasked Estep 
Score: -9788321.000000 Penalty: 3670.961914
	Iteration 81Q: 3 clusters Score -9788321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 77741 members 
Entering Unmasked Estep 
Score: -9788322.000000 Penalty: 3670.961914
	Iteration 82Q: 3 clusters Score -9788322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 77741 members 
Entering Unmasked Estep 
Score: -9788320.000000 Penalty: 3670.961914
	Iteration 83Q: 3 clusters Score -9788320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 77742 members 
Entering Unmasked Estep 
Score: -9788319.000000 Penalty: 3670.961914
	Iteration 84Q: 3 clusters Score -9788319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 77739 members 
Entering Unmasked Estep 
Score: -9788319.000000 Penalty: 3670.961914
	Iteration 85Q: 3 clusters Score -9788319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 77736 members 
Entering Unmasked Estep 
Score: -9788324.000000 Penalty: 3670.961914
	Iteration 86Q: 3 clusters Score -9788324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 77733 members 
Entering Unmasked Estep 
Score: -9788319.000000 Penalty: 3670.961914
	Iteration 87Q: 3 clusters Score -9788319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 77728 members 
Entering Unmasked Estep 
Score: -9788316.000000 Penalty: 3670.961914
	Iteration 88Q: 3 clusters Score -9788316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 77723 members 
Entering Unmasked Estep 
Score: -9788302.000000 Penalty: 3670.961914
	Iteration 89Q: 3 clusters Score -9788302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 77716 members 
Entering Unmasked Estep 
Score: -9788308.000000 Penalty: 3670.961914
	Iteration 90Q: 3 clusters Score -9788308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 77713 members 
Entering Unmasked Estep 
Score: -9788305.000000 Penalty: 3670.961914
	Iteration 91Q: 3 clusters Score -9788305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 77712 members 
Entering Unmasked Estep 
Score: -9788308.000000 Penalty: 3670.961914
	Iteration 92Q: 3 clusters Score -9788308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 77712 members 
Entering Unmasked Estep 
Score: -9788308.000000 Penalty: 3670.961914
	Iteration 93F: 3 clusters Score -9788308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (97760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97760 members 
Entering Unmasked Estep 
Score: -12292831.000000 Penalty: 1867.168945
	Iteration 0F: 2 clusters Score -1.229283e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48903 members 
Mstep: Class 2 contains 48857 members 
Entering Unmasked Estep 
Score: -12228308.000000 Penalty: 3734.337891
	Iteration 0F: 3 clusters Score -1.222831e+07 nChanged 46740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48987 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
Score: -12255034.000000 Penalty: 3734.337891
	Iteration 1F: 3 clusters Score -1.225503e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 48905 members 
Entering Unmasked Estep 
Score: -12255715.000000 Penalty: 3734.337891
	Iteration 2Q: 3 clusters Score -1.225572e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 49106 members 
Entering Unmasked Estep 
Score: -12256538.000000 Penalty: 3734.337891
	Iteration 3Q: 3 clusters Score -1.225654e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48419 members 
Mstep: Class 2 contains 49341 members 
Entering Unmasked Estep 
Score: -12257403.000000 Penalty: 3734.337891
	Iteration 4Q: 3 clusters Score -1.22574e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 49622 members 
Entering Unmasked Estep 
Score: -12258416.000000 Penalty: 3734.337891
	Iteration 5Q: 3 clusters Score -1.225842e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 50017 members 
Entering Unmasked Estep 
Score: -12259674.000000 Penalty: 3734.337891
	Iteration 6Q: 3 clusters Score -1.225967e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47284 members 
Mstep: Class 2 contains 50476 members 
Entering Unmasked Estep 
Score: -12261510.000000 Penalty: 3734.337891
	Iteration 7Q: 3 clusters Score -1.226151e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -12264204.000000 Penalty: 3734.337891
	Iteration 8Q: 3 clusters Score -1.22642e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 51897 members 
Entering Unmasked Estep 
Score: -12268107.000000 Penalty: 3734.337891
	Iteration 9F: 3 clusters Score -1.226811e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 52551 members 
Entering Unmasked Estep 
Score: -12272487.000000 Penalty: 3734.337891
	Iteration 10F: 3 clusters Score -1.227249e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 52966 members 
Entering Unmasked Estep 
Score: -12275183.000000 Penalty: 3734.337891
	Iteration 11F: 3 clusters Score -1.227518e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 53321 members 
Entering Unmasked Estep 
Score: -12276213.000000 Penalty: 3734.337891
	Iteration 12Q: 3 clusters Score -1.227621e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -12276501.000000 Penalty: 3734.337891
	Iteration 13Q: 3 clusters Score -1.22765e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 54167 members 
Entering Unmasked Estep 
Score: -12276640.000000 Penalty: 3734.337891
	Iteration 14Q: 3 clusters Score -1.227664e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 54653 members 
Entering Unmasked Estep 
Score: -12276727.000000 Penalty: 3734.337891
	Iteration 15Q: 3 clusters Score -1.227673e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 55161 members 
Entering Unmasked Estep 
Score: -12276821.000000 Penalty: 3734.337891
	Iteration 16Q: 3 clusters Score -1.227682e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 55737 members 
Entering Unmasked Estep 
Score: -12276862.000000 Penalty: 3734.337891
	Iteration 17Q: 3 clusters Score -1.227686e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 56356 members 
Entering Unmasked Estep 
Score: -12276929.000000 Penalty: 3734.337891
	Iteration 18Q: 3 clusters Score -1.227693e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 57013 members 
Entering Unmasked Estep 
Score: -12277088.000000 Penalty: 3734.337891
	Iteration 19Q: 3 clusters Score -1.227709e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 57756 members 
Entering Unmasked Estep 
Score: -12277113.000000 Penalty: 3734.337891
	Iteration 20F: 3 clusters Score -1.227711e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 58514 members 
Entering Unmasked Estep 
Score: -12277282.000000 Penalty: 3734.337891
	Iteration 21Q: 3 clusters Score -1.227728e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 59333 members 
Entering Unmasked Estep 
Score: -12277434.000000 Penalty: 3734.337891
	Iteration 22Q: 3 clusters Score -1.227743e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 60236 members 
Entering Unmasked Estep 
Score: -12277592.000000 Penalty: 3734.337891
	Iteration 23Q: 3 clusters Score -1.227759e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 61177 members 
Entering Unmasked Estep 
Score: -12277743.000000 Penalty: 3734.337891
	Iteration 24Q: 3 clusters Score -1.227774e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 62192 members 
Entering Unmasked Estep 
Score: -12277974.000000 Penalty: 3734.337891
	Iteration 25Q: 3 clusters Score -1.227797e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 63327 members 
Entering Unmasked Estep 
Score: -12278113.000000 Penalty: 3734.337891
	Iteration 26Q: 3 clusters Score -1.227811e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 64551 members 
Entering Unmasked Estep 
Score: -12278358.000000 Penalty: 3734.337891
	Iteration 27Q: 3 clusters Score -1.227836e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 65837 members 
Entering Unmasked Estep 
Score: -12278656.000000 Penalty: 3734.337891
	Iteration 28Q: 3 clusters Score -1.227866e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 67230 members 
Entering Unmasked Estep 
Score: -12279048.000000 Penalty: 3734.337891
	Iteration 29Q: 3 clusters Score -1.227905e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 68741 members 
Entering Unmasked Estep 
Score: -12279410.000000 Penalty: 3734.337891
	Iteration 30Q: 3 clusters Score -1.227941e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 70301 members 
Entering Unmasked Estep 
Score: -12279869.000000 Penalty: 3734.337891
	Iteration 31Q: 3 clusters Score -1.227987e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 71934 members 
Entering Unmasked Estep 
Score: -12280331.000000 Penalty: 3734.337891
	Iteration 32Q: 3 clusters Score -1.228033e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 73632 members 
Entering Unmasked Estep 
Score: -12281036.000000 Penalty: 3734.337891
	Iteration 33Q: 3 clusters Score -1.228104e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 75366 members 
Entering Unmasked Estep 
Score: -12281703.000000 Penalty: 3734.337891
	Iteration 34Q: 3 clusters Score -1.22817e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 77178 members 
Entering Unmasked Estep 
Score: -12282370.000000 Penalty: 3734.337891
	Iteration 35Q: 3 clusters Score -1.228237e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 78982 members 
Entering Unmasked Estep 
Score: -12283089.000000 Penalty: 3734.337891
	Iteration 36Q: 3 clusters Score -1.228309e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 80767 members 
Entering Unmasked Estep 
Score: -12283825.000000 Penalty: 3734.337891
	Iteration 37Q: 3 clusters Score -1.228382e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 82555 members 
Entering Unmasked Estep 
Score: -12284663.000000 Penalty: 3734.337891
	Iteration 38Q: 3 clusters Score -1.228466e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 84316 members 
Entering Unmasked Estep 
Score: -12285604.000000 Penalty: 3734.337891
	Iteration 39Q: 3 clusters Score -1.22856e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 85960 members 
Entering Unmasked Estep 
Score: -12286426.000000 Penalty: 3734.337891
	Iteration 40F: 3 clusters Score -1.228643e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 87497 members 
Entering Unmasked Estep 
Score: -12287249.000000 Penalty: 3734.337891
	Iteration 41Q: 3 clusters Score -1.228725e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 88894 members 
Entering Unmasked Estep 
Score: -12287999.000000 Penalty: 3734.337891
	Iteration 42Q: 3 clusters Score -1.2288e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 90143 members 
Entering Unmasked Estep 
Score: -12288708.000000 Penalty: 3734.337891
	Iteration 43Q: 3 clusters Score -1.228871e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 91214 members 
Entering Unmasked Estep 
Score: -12289234.000000 Penalty: 3734.337891
	Iteration 44Q: 3 clusters Score -1.228923e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 92192 members 
Entering Unmasked Estep 
Score: -12289777.000000 Penalty: 3734.337891
	Iteration 45Q: 3 clusters Score -1.228978e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 93084 members 
Entering Unmasked Estep 
Score: -12290295.000000 Penalty: 3734.337891
	Iteration 46Q: 3 clusters Score -1.22903e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 93843 members 
Entering Unmasked Estep 
Score: -12290692.000000 Penalty: 3734.337891
	Iteration 47Q: 3 clusters Score -1.229069e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 94476 members 
Entering Unmasked Estep 
Score: -12291002.000000 Penalty: 3734.337891
	Iteration 48Q: 3 clusters Score -1.2291e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 95001 members 
Entering Unmasked Estep 
Score: -12291232.000000 Penalty: 3734.337891
	Iteration 49Q: 3 clusters Score -1.229123e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 95405 members 
Entering Unmasked Estep 
Score: -12291323.000000 Penalty: 3734.337891
	Iteration 50Q: 3 clusters Score -1.229132e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 95712 members 
Entering Unmasked Estep 
Score: -12291384.000000 Penalty: 3734.337891
	Iteration 51Q: 3 clusters Score -1.229138e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 95946 members 
Entering Unmasked Estep 
Score: -12291403.000000 Penalty: 3734.337891
	Iteration 52Q: 3 clusters Score -1.22914e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 96125 members 
Entering Unmasked Estep 
Score: -12291443.000000 Penalty: 3734.337891
	Iteration 53Q: 3 clusters Score -1.229144e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 96263 members 
Entering Unmasked Estep 
Score: -12291450.000000 Penalty: 3734.337891
	Iteration 54Q: 3 clusters Score -1.229145e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 96373 members 
Entering Unmasked Estep 
Score: -12291484.000000 Penalty: 3734.337891
	Iteration 55Q: 3 clusters Score -1.229148e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 96469 members 
Entering Unmasked Estep 
Score: -12291530.000000 Penalty: 3734.337891
	Iteration 56Q: 3 clusters Score -1.229153e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 96562 members 
Entering Unmasked Estep 
Score: -12291538.000000 Penalty: 3734.337891
	Iteration 57Q: 3 clusters Score -1.229154e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 96632 members 
Entering Unmasked Estep 
Score: -12291526.000000 Penalty: 3734.337891
	Iteration 58Q: 3 clusters Score -1.229153e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 96684 members 
Entering Unmasked Estep 
Score: -12291555.000000 Penalty: 3734.337891
	Iteration 59Q: 3 clusters Score -1.229156e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 96730 members 
Entering Unmasked Estep 
Score: -12291567.000000 Penalty: 3734.337891
	Iteration 60F: 3 clusters Score -1.229157e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 96774 members 
Entering Unmasked Estep 
Score: -12291588.000000 Penalty: 3734.337891
	Iteration 61Q: 3 clusters Score -1.229159e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 96795 members 
Entering Unmasked Estep 
Score: -12291594.000000 Penalty: 3734.337891
	Iteration 62Q: 3 clusters Score -1.229159e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 96805 members 
Entering Unmasked Estep 
Score: -12291581.000000 Penalty: 3734.337891
	Iteration 63Q: 3 clusters Score -1.229158e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 96822 members 
Entering Unmasked Estep 
Score: -12291577.000000 Penalty: 3734.337891
	Iteration 64Q: 3 clusters Score -1.229158e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 96842 members 
Entering Unmasked Estep 
Score: -12291590.000000 Penalty: 3734.337891
	Iteration 65Q: 3 clusters Score -1.229159e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 96856 members 
Entering Unmasked Estep 
Score: -12291598.000000 Penalty: 3734.337891
	Iteration 66Q: 3 clusters Score -1.22916e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 96867 members 
Entering Unmasked Estep 
Score: -12291593.000000 Penalty: 3734.337891
	Iteration 67Q: 3 clusters Score -1.229159e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 96873 members 
Entering Unmasked Estep 
Score: -12291594.000000 Penalty: 3734.337891
	Iteration 68Q: 3 clusters Score -1.229159e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 96880 members 
Entering Unmasked Estep 
Score: -12291590.000000 Penalty: 3734.337891
	Iteration 69Q: 3 clusters Score -1.229159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 96887 members 
Entering Unmasked Estep 
Score: -12291586.000000 Penalty: 3734.337891
	Iteration 70Q: 3 clusters Score -1.229159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 96893 members 
Entering Unmasked Estep 
Score: -12291587.000000 Penalty: 3734.337891
	Iteration 71Q: 3 clusters Score -1.229159e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 96901 members 
Entering Unmasked Estep 
Score: -12291587.000000 Penalty: 3734.337891
	Iteration 72Q: 3 clusters Score -1.229159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 96903 members 
Entering Unmasked Estep 
Score: -12291593.000000 Penalty: 3734.337891
	Iteration 73Q: 3 clusters Score -1.229159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 96906 members 
Entering Unmasked Estep 
Score: -12291594.000000 Penalty: 3734.337891
	Iteration 74Q: 3 clusters Score -1.229159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 96908 members 
Entering Unmasked Estep 
Score: -12291596.000000 Penalty: 3734.337891
	Iteration 75Q: 3 clusters Score -1.22916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 96909 members 
Entering Unmasked Estep 
Score: -12291605.000000 Penalty: 3734.337891
	Iteration 76Q: 3 clusters Score -1.22916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 96912 members 
Entering Unmasked Estep 
Score: -12291591.000000 Penalty: 3734.337891
	Iteration 77Q: 3 clusters Score -1.229159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 96916 members 
Entering Unmasked Estep 
Score: -12291593.000000 Penalty: 3734.337891
	Iteration 78Q: 3 clusters Score -1.229159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 96921 members 
Entering Unmasked Estep 
Score: -12291593.000000 Penalty: 3734.337891
	Iteration 79Q: 3 clusters Score -1.229159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 96925 members 
Entering Unmasked Estep 
Score: -12291581.000000 Penalty: 3734.337891
	Iteration 80F: 3 clusters Score -1.229158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 96928 members 
Entering Unmasked Estep 
Score: -12291573.000000 Penalty: 3734.337891
	Iteration 81Q: 3 clusters Score -1.229157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 96929 members 
Entering Unmasked Estep 
Score: -12291578.000000 Penalty: 3734.337891
	Iteration 82Q: 3 clusters Score -1.229158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 96930 members 
Entering Unmasked Estep 
Score: -12291574.000000 Penalty: 3734.337891
	Iteration 83Q: 3 clusters Score -1.229157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 96930 members 
Entering Unmasked Estep 
Score: -12291574.000000 Penalty: 3734.337891
	Iteration 84F: 3 clusters Score -1.229157e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (48102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Entering Unmasked Estep 
Score: -5977165.500000 Penalty: 1751.925415
	Iteration 0F: 2 clusters Score -5977166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -5944976.000000 Penalty: 3503.850830
	Iteration 0F: 3 clusters Score -5944976 nChanged 22679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -5958601.000000 Penalty: 3503.850830
	Iteration 1F: 3 clusters Score -5958601 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -5959645.000000 Penalty: 3503.850830
	Iteration 2Q: 3 clusters Score -5959645 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -5960920.000000 Penalty: 3503.850830
	Iteration 3F: 3 clusters Score -5960920 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -5962448.000000 Penalty: 3503.850830
	Iteration 4F: 3 clusters Score -5962448 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -5964000.500000 Penalty: 3503.850830
	Iteration 5F: 3 clusters Score -5964000 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -5965711.000000 Penalty: 3503.850830
	Iteration 6F: 3 clusters Score -5965711 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -5967465.500000 Penalty: 3503.850830
	Iteration 7F: 3 clusters Score -5967466 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -5969393.500000 Penalty: 3503.850830
	Iteration 8Q: 3 clusters Score -5969394 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -5971177.500000 Penalty: 3503.850830
	Iteration 9Q: 3 clusters Score -5971178 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -5972113.500000 Penalty: 3503.850830
	Iteration 10Q: 3 clusters Score -5972114 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -5972544.000000 Penalty: 3503.850830
	Iteration 11Q: 3 clusters Score -5972544 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -5972778.000000 Penalty: 3503.850830
	Iteration 12Q: 3 clusters Score -5972778 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -5973007.000000 Penalty: 3503.850830
	Iteration 13Q: 3 clusters Score -5973007 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -5973228.500000 Penalty: 3503.850830
	Iteration 14Q: 3 clusters Score -5973228 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -5973416.000000 Penalty: 3503.850830
	Iteration 15Q: 3 clusters Score -5973416 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -5973577.500000 Penalty: 3503.850830
	Iteration 16Q: 3 clusters Score -5973578 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -5973683.000000 Penalty: 3503.850830
	Iteration 17Q: 3 clusters Score -5973683 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -5973803.500000 Penalty: 3503.850830
	Iteration 18Q: 3 clusters Score -5973804 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -5973967.000000 Penalty: 3503.850830
	Iteration 19Q: 3 clusters Score -5973967 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -5974082.500000 Penalty: 3503.850830
	Iteration 20F: 3 clusters Score -5974082 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -5974170.000000 Penalty: 3503.850830
	Iteration 21Q: 3 clusters Score -5974170 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -5974258.500000 Penalty: 3503.850830
	Iteration 22Q: 3 clusters Score -5974258 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -5974330.500000 Penalty: 3503.850830
	Iteration 23Q: 3 clusters Score -5974330 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -5974439.500000 Penalty: 3503.850830
	Iteration 24Q: 3 clusters Score -5974440 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -5974542.000000 Penalty: 3503.850830
	Iteration 25Q: 3 clusters Score -5974542 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -5974619.500000 Penalty: 3503.850830
	Iteration 26Q: 3 clusters Score -5974620 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -5974702.000000 Penalty: 3503.850830
	Iteration 27Q: 3 clusters Score -5974702 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -5974808.500000 Penalty: 3503.850830
	Iteration 28Q: 3 clusters Score -5974808 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -5974875.000000 Penalty: 3503.850830
	Iteration 29Q: 3 clusters Score -5974875 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -5974971.000000 Penalty: 3503.850830
	Iteration 30Q: 3 clusters Score -5974971 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -5975010.500000 Penalty: 3503.850830
	Iteration 31Q: 3 clusters Score -5975010 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -5975088.500000 Penalty: 3503.850830
	Iteration 32Q: 3 clusters Score -5975088 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -5975160.500000 Penalty: 3503.850830
	Iteration 33Q: 3 clusters Score -5975160 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -5975264.500000 Penalty: 3503.850830
	Iteration 34Q: 3 clusters Score -5975264 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -5975326.500000 Penalty: 3503.850830
	Iteration 35Q: 3 clusters Score -5975326 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -5975374.500000 Penalty: 3503.850830
	Iteration 36Q: 3 clusters Score -5975374 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -5975428.000000 Penalty: 3503.850830
	Iteration 37Q: 3 clusters Score -5975428 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -5975476.000000 Penalty: 3503.850830
	Iteration 38Q: 3 clusters Score -5975476 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -5975531.000000 Penalty: 3503.850830
	Iteration 39Q: 3 clusters Score -5975531 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -5975572.500000 Penalty: 3503.850830
	Iteration 40F: 3 clusters Score -5975572 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -5975620.000000 Penalty: 3503.850830
	Iteration 41Q: 3 clusters Score -5975620 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 44972 members 
Entering Unmasked Estep 
Score: -5975635.500000 Penalty: 3503.850830
	Iteration 42Q: 3 clusters Score -5975636 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 45086 members 
Entering Unmasked Estep 
Score: -5975656.500000 Penalty: 3503.850830
	Iteration 43Q: 3 clusters Score -5975656 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -5975670.500000 Penalty: 3503.850830
	Iteration 44Q: 3 clusters Score -5975670 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 45267 members 
Entering Unmasked Estep 
Score: -5975681.500000 Penalty: 3503.850830
	Iteration 45Q: 3 clusters Score -5975682 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -5975693.000000 Penalty: 3503.850830
	Iteration 46Q: 3 clusters Score -5975693 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -5975712.000000 Penalty: 3503.850830
	Iteration 47Q: 3 clusters Score -5975712 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 45457 members 
Entering Unmasked Estep 
Score: -5975703.500000 Penalty: 3503.850830
	Iteration 48Q: 3 clusters Score -5975704 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
Score: -5975712.000000 Penalty: 3503.850830
	Iteration 49Q: 3 clusters Score -5975712 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -5975704.500000 Penalty: 3503.850830
	Iteration 50Q: 3 clusters Score -5975704 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -5975720.000000 Penalty: 3503.850830
	Iteration 51Q: 3 clusters Score -5975720 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 45679 members 
Entering Unmasked Estep 
Score: -5975737.000000 Penalty: 3503.850830
	Iteration 52Q: 3 clusters Score -5975737 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -5975758.000000 Penalty: 3503.850830
	Iteration 53Q: 3 clusters Score -5975758 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 45792 members 
Entering Unmasked Estep 
Score: -5975779.500000 Penalty: 3503.850830
	Iteration 54Q: 3 clusters Score -5975780 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -5975791.500000 Penalty: 3503.850830
	Iteration 55Q: 3 clusters Score -5975792 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 45879 members 
Entering Unmasked Estep 
Score: -5975790.000000 Penalty: 3503.850830
	Iteration 56Q: 3 clusters Score -5975790 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -5975805.500000 Penalty: 3503.850830
	Iteration 57Q: 3 clusters Score -5975806 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -5975811.000000 Penalty: 3503.850830
	Iteration 58Q: 3 clusters Score -5975811 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 45998 members 
Entering Unmasked Estep 
Score: -5975822.500000 Penalty: 3503.850830
	Iteration 59Q: 3 clusters Score -5975822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -5975819.500000 Penalty: 3503.850830
	Iteration 60F: 3 clusters Score -5975820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -5975819.000000 Penalty: 3503.850830
	Iteration 61Q: 3 clusters Score -5975819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -5975824.500000 Penalty: 3503.850830
	Iteration 62Q: 3 clusters Score -5975824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 46097 members 
Entering Unmasked Estep 
Score: -5975829.500000 Penalty: 3503.850830
	Iteration 63Q: 3 clusters Score -5975830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -5975829.500000 Penalty: 3503.850830
	Iteration 64Q: 3 clusters Score -5975830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -5975827.500000 Penalty: 3503.850830
	Iteration 65Q: 3 clusters Score -5975828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -5975834.000000 Penalty: 3503.850830
	Iteration 66Q: 3 clusters Score -5975834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -5975845.500000 Penalty: 3503.850830
	Iteration 67Q: 3 clusters Score -5975846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -5975847.500000 Penalty: 3503.850830
	Iteration 68Q: 3 clusters Score -5975848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -5975854.000000 Penalty: 3503.850830
	Iteration 69Q: 3 clusters Score -5975854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -5975849.000000 Penalty: 3503.850830
	Iteration 70Q: 3 clusters Score -5975849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 46210 members 
Entering Unmasked Estep 
Score: -5975852.000000 Penalty: 3503.850830
	Iteration 71Q: 3 clusters Score -5975852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -5975850.500000 Penalty: 3503.850830
	Iteration 72Q: 3 clusters Score -5975850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -5975849.000000 Penalty: 3503.850830
	Iteration 73Q: 3 clusters Score -5975849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -5975854.000000 Penalty: 3503.850830
	Iteration 74Q: 3 clusters Score -5975854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 46243 members 
Entering Unmasked Estep 
Score: -5975860.000000 Penalty: 3503.850830
	Iteration 75Q: 3 clusters Score -5975860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -5975858.000000 Penalty: 3503.850830
	Iteration 76Q: 3 clusters Score -5975858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -5975867.500000 Penalty: 3503.850830
	Iteration 77Q: 3 clusters Score -5975868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 46252 members 
Entering Unmasked Estep 
Score: -5975869.500000 Penalty: 3503.850830
	Iteration 78Q: 3 clusters Score -5975870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -5975862.500000 Penalty: 3503.850830
	Iteration 79Q: 3 clusters Score -5975862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -5975864.000000 Penalty: 3503.850830
	Iteration 80F: 3 clusters Score -5975864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 46276 members 
Entering Unmasked Estep 
Score: -5975867.500000 Penalty: 3503.850830
	Iteration 81Q: 3 clusters Score -5975868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 46282 members 
Entering Unmasked Estep 
Score: -5975876.500000 Penalty: 3503.850830
	Iteration 82Q: 3 clusters Score -5975876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 46288 members 
Entering Unmasked Estep 
Score: -5975881.000000 Penalty: 3503.850830
	Iteration 83Q: 3 clusters Score -5975881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 46296 members 
Entering Unmasked Estep 
Score: -5975880.500000 Penalty: 3503.850830
	Iteration 84Q: 3 clusters Score -5975880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -5975881.000000 Penalty: 3503.850830
	Iteration 85Q: 3 clusters Score -5975881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -5975884.500000 Penalty: 3503.850830
	Iteration 86Q: 3 clusters Score -5975884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -5975890.000000 Penalty: 3503.850830
	Iteration 87Q: 3 clusters Score -5975890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -5975886.500000 Penalty: 3503.850830
	Iteration 88Q: 3 clusters Score -5975886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 46329 members 
Entering Unmasked Estep 
Score: -5975889.000000 Penalty: 3503.850830
	Iteration 89Q: 3 clusters Score -5975889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 46334 members 
Entering Unmasked Estep 
Score: -5975891.000000 Penalty: 3503.850830
	Iteration 90Q: 3 clusters Score -5975891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
Score: -5975893.500000 Penalty: 3503.850830
	Iteration 91Q: 3 clusters Score -5975894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -5975895.000000 Penalty: 3503.850830
	Iteration 92Q: 3 clusters Score -5975895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
Score: -5975894.500000 Penalty: 3503.850830
	Iteration 93Q: 3 clusters Score -5975894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 46346 members 
Entering Unmasked Estep 
Score: -5975890.000000 Penalty: 3503.850830
	Iteration 94Q: 3 clusters Score -5975890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -5975890.000000 Penalty: 3503.850830
	Iteration 95Q: 3 clusters Score -5975890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -5975895.500000 Penalty: 3503.850830
	Iteration 96Q: 3 clusters Score -5975896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -5975891.000000 Penalty: 3503.850830
	Iteration 97Q: 3 clusters Score -5975891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -5975890.500000 Penalty: 3503.850830
	Iteration 98Q: 3 clusters Score -5975890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -5975891.000000 Penalty: 3503.850830
	Iteration 99Q: 3 clusters Score -5975891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -5975894.500000 Penalty: 3503.850830
	Iteration 100F: 3 clusters Score -5975894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Entering Unmasked Estep 
Score: -625331.500000 Penalty: 1384.433472
	Iteration 0F: 2 clusters Score -625331.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -621367.250000 Penalty: 2768.866943
	Iteration 0F: 3 clusters Score -621367.2 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -622433.125000 Penalty: 2768.866943
	Iteration 1F: 3 clusters Score -622433.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -622671.125000 Penalty: 2768.866943
	Iteration 2F: 3 clusters Score -622671.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -622872.687500 Penalty: 2768.866943
	Iteration 3F: 3 clusters Score -622872.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -623044.875000 Penalty: 2768.866943
	Iteration 4F: 3 clusters Score -623044.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -623206.312500 Penalty: 2768.866943
	Iteration 5Q: 3 clusters Score -623206.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -623342.000000 Penalty: 2768.866943
	Iteration 6Q: 3 clusters Score -623342 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -623470.562500 Penalty: 2768.866943
	Iteration 7Q: 3 clusters Score -623470.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -623602.187500 Penalty: 2768.866943
	Iteration 8Q: 3 clusters Score -623602.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -623729.875000 Penalty: 2768.866943
	Iteration 9Q: 3 clusters Score -623729.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -623816.187500 Penalty: 2768.866943
	Iteration 10Q: 3 clusters Score -623816.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -623874.875000 Penalty: 2768.866943
	Iteration 11Q: 3 clusters Score -623874.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -623918.812500 Penalty: 2768.866943
	Iteration 12Q: 3 clusters Score -623918.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -623945.312500 Penalty: 2768.866943
	Iteration 13Q: 3 clusters Score -623945.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -623963.875000 Penalty: 2768.866943
	Iteration 14Q: 3 clusters Score -623963.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -623973.000000 Penalty: 2768.866943
	Iteration 15Q: 3 clusters Score -623973 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -623981.812500 Penalty: 2768.866943
	Iteration 16Q: 3 clusters Score -623981.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -623989.125000 Penalty: 2768.866943
	Iteration 17Q: 3 clusters Score -623989.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -623995.937500 Penalty: 2768.866943
	Iteration 18Q: 3 clusters Score -623995.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -624000.812500 Penalty: 2768.866943
	Iteration 19Q: 3 clusters Score -624000.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -624003.875000 Penalty: 2768.866943
	Iteration 20F: 3 clusters Score -624003.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -624007.000000 Penalty: 2768.866943
	Iteration 21Q: 3 clusters Score -624007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -624011.062500 Penalty: 2768.866943
	Iteration 22Q: 3 clusters Score -624011.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -624012.937500 Penalty: 2768.866943
	Iteration 23Q: 3 clusters Score -624012.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -624014.375000 Penalty: 2768.866943
	Iteration 24Q: 3 clusters Score -624014.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -624017.000000 Penalty: 2768.866943
	Iteration 25Q: 3 clusters Score -624017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -624017.875000 Penalty: 2768.866943
	Iteration 26Q: 3 clusters Score -624017.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -624018.687500 Penalty: 2768.866943
	Iteration 27Q: 3 clusters Score -624018.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -624018.687500 Penalty: 2768.866943
	Iteration 28Q: 3 clusters Score -624018.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -624019.687500 Penalty: 2768.866943
	Iteration 29Q: 3 clusters Score -624019.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -624020.000000 Penalty: 2768.866943
	Iteration 30Q: 3 clusters Score -624020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -624023.250000 Penalty: 2768.866943
	Iteration 31Q: 3 clusters Score -624023.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -624026.875000 Penalty: 2768.866943
	Iteration 32Q: 3 clusters Score -624026.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -624025.875000 Penalty: 2768.866943
	Iteration 33Q: 3 clusters Score -624025.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -624027.375000 Penalty: 2768.866943
	Iteration 34Q: 3 clusters Score -624027.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -624029.625000 Penalty: 2768.866943
	Iteration 35Q: 3 clusters Score -624029.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -624028.250000 Penalty: 2768.866943
	Iteration 36Q: 3 clusters Score -624028.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -624028.250000 Penalty: 2768.866943
	Iteration 37F: 3 clusters Score -624028.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (100840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100840 members 
Entering Unmasked Estep 
Score: -12721993.000000 Penalty: 1872.209717
	Iteration 0F: 2 clusters Score -1.272199e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 50412 members 
Entering Unmasked Estep 
Score: -12656155.000000 Penalty: 3744.419434
	Iteration 0F: 3 clusters Score -1.265616e+07 nChanged 48137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50515 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -12683837.000000 Penalty: 3744.419434
	Iteration 1F: 3 clusters Score -1.268384e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50449 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -12684340.000000 Penalty: 3744.419434
	Iteration 2Q: 3 clusters Score -1.268434e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 50455 members 
Entering Unmasked Estep 
Score: -12684925.000000 Penalty: 3744.419434
	Iteration 3Q: 3 clusters Score -1.268492e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 50588 members 
Entering Unmasked Estep 
Score: -12685659.000000 Penalty: 3744.419434
	Iteration 4Q: 3 clusters Score -1.268566e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50102 members 
Mstep: Class 2 contains 50738 members 
Entering Unmasked Estep 
Score: -12686330.000000 Penalty: 3744.419434
	Iteration 5Q: 3 clusters Score -1.268633e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 50970 members 
Entering Unmasked Estep 
Score: -12687372.000000 Penalty: 3744.419434
	Iteration 6Q: 3 clusters Score -1.268737e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49534 members 
Mstep: Class 2 contains 51306 members 
Entering Unmasked Estep 
Score: -12688791.000000 Penalty: 3744.419434
	Iteration 7Q: 3 clusters Score -1.268879e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 51710 members 
Entering Unmasked Estep 
Score: -12690922.000000 Penalty: 3744.419434
	Iteration 8Q: 3 clusters Score -1.269092e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48649 members 
Mstep: Class 2 contains 52191 members 
Entering Unmasked Estep 
Score: -12694253.000000 Penalty: 3744.419434
	Iteration 9F: 3 clusters Score -1.269425e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48255 members 
Mstep: Class 2 contains 52585 members 
Entering Unmasked Estep 
Score: -12698595.000000 Penalty: 3744.419434
	Iteration 10F: 3 clusters Score -1.26986e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47967 members 
Mstep: Class 2 contains 52873 members 
Entering Unmasked Estep 
Score: -12702898.000000 Penalty: 3744.419434
	Iteration 11F: 3 clusters Score -1.27029e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47798 members 
Mstep: Class 2 contains 53042 members 
Entering Unmasked Estep 
Score: -12705271.000000 Penalty: 3744.419434
	Iteration 12F: 3 clusters Score -1.270527e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47552 members 
Mstep: Class 2 contains 53288 members 
Entering Unmasked Estep 
Score: -12706044.000000 Penalty: 3744.419434
	Iteration 13Q: 3 clusters Score -1.270604e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
Score: -12706372.000000 Penalty: 3744.419434
	Iteration 14Q: 3 clusters Score -1.270637e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 53858 members 
Entering Unmasked Estep 
Score: -12706490.000000 Penalty: 3744.419434
	Iteration 15Q: 3 clusters Score -1.270649e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 54149 members 
Entering Unmasked Estep 
Score: -12706736.000000 Penalty: 3744.419434
	Iteration 16Q: 3 clusters Score -1.270674e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 54474 members 
Entering Unmasked Estep 
Score: -12706927.000000 Penalty: 3744.419434
	Iteration 17Q: 3 clusters Score -1.270693e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 54790 members 
Entering Unmasked Estep 
Score: -12707126.000000 Penalty: 3744.419434
	Iteration 18Q: 3 clusters Score -1.270713e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 55113 members 
Entering Unmasked Estep 
Score: -12707362.000000 Penalty: 3744.419434
	Iteration 19Q: 3 clusters Score -1.270736e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 55449 members 
Entering Unmasked Estep 
Score: -12707557.000000 Penalty: 3744.419434
	Iteration 20F: 3 clusters Score -1.270756e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 55757 members 
Entering Unmasked Estep 
Score: -12707715.000000 Penalty: 3744.419434
	Iteration 21Q: 3 clusters Score -1.270772e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 56045 members 
Entering Unmasked Estep 
Score: -12707891.000000 Penalty: 3744.419434
	Iteration 22Q: 3 clusters Score -1.270789e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 56298 members 
Entering Unmasked Estep 
Score: -12708017.000000 Penalty: 3744.419434
	Iteration 23Q: 3 clusters Score -1.270802e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 56536 members 
Entering Unmasked Estep 
Score: -12708163.000000 Penalty: 3744.419434
	Iteration 24Q: 3 clusters Score -1.270816e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 56797 members 
Entering Unmasked Estep 
Score: -12708285.000000 Penalty: 3744.419434
	Iteration 25Q: 3 clusters Score -1.270828e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
Score: -12708434.000000 Penalty: 3744.419434
	Iteration 26Q: 3 clusters Score -1.270843e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 57375 members 
Entering Unmasked Estep 
Score: -12708576.000000 Penalty: 3744.419434
	Iteration 27Q: 3 clusters Score -1.270858e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 57631 members 
Entering Unmasked Estep 
Score: -12708759.000000 Penalty: 3744.419434
	Iteration 28Q: 3 clusters Score -1.270876e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 57892 members 
Entering Unmasked Estep 
Score: -12708986.000000 Penalty: 3744.419434
	Iteration 29Q: 3 clusters Score -1.270899e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 58218 members 
Entering Unmasked Estep 
Score: -12709146.000000 Penalty: 3744.419434
	Iteration 30Q: 3 clusters Score -1.270915e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 58571 members 
Entering Unmasked Estep 
Score: -12709333.000000 Penalty: 3744.419434
	Iteration 31Q: 3 clusters Score -1.270933e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 58935 members 
Entering Unmasked Estep 
Score: -12709493.000000 Penalty: 3744.419434
	Iteration 32Q: 3 clusters Score -1.270949e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 59317 members 
Entering Unmasked Estep 
Score: -12709639.000000 Penalty: 3744.419434
	Iteration 33Q: 3 clusters Score -1.270964e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 59703 members 
Entering Unmasked Estep 
Score: -12709898.000000 Penalty: 3744.419434
	Iteration 34Q: 3 clusters Score -1.27099e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 60081 members 
Entering Unmasked Estep 
Score: -12710152.000000 Penalty: 3744.419434
	Iteration 35Q: 3 clusters Score -1.271015e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 60451 members 
Entering Unmasked Estep 
Score: -12710323.000000 Penalty: 3744.419434
	Iteration 36Q: 3 clusters Score -1.271032e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 60839 members 
Entering Unmasked Estep 
Score: -12710645.000000 Penalty: 3744.419434
	Iteration 37Q: 3 clusters Score -1.271064e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 61271 members 
Entering Unmasked Estep 
Score: -12710854.000000 Penalty: 3744.419434
	Iteration 38Q: 3 clusters Score -1.271085e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 61712 members 
Entering Unmasked Estep 
Score: -12711150.000000 Penalty: 3744.419434
	Iteration 39Q: 3 clusters Score -1.271115e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 62176 members 
Entering Unmasked Estep 
Score: -12711400.000000 Penalty: 3744.419434
	Iteration 40F: 3 clusters Score -1.27114e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 62659 members 
Entering Unmasked Estep 
Score: -12711711.000000 Penalty: 3744.419434
	Iteration 41Q: 3 clusters Score -1.271171e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 63059 members 
Entering Unmasked Estep 
Score: -12712049.000000 Penalty: 3744.419434
	Iteration 42Q: 3 clusters Score -1.271205e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 63480 members 
Entering Unmasked Estep 
Score: -12712303.000000 Penalty: 3744.419434
	Iteration 43Q: 3 clusters Score -1.27123e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 63884 members 
Entering Unmasked Estep 
Score: -12712558.000000 Penalty: 3744.419434
	Iteration 44Q: 3 clusters Score -1.271256e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 64253 members 
Entering Unmasked Estep 
Score: -12712847.000000 Penalty: 3744.419434
	Iteration 45Q: 3 clusters Score -1.271285e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 64585 members 
Entering Unmasked Estep 
Score: -12713105.000000 Penalty: 3744.419434
	Iteration 46Q: 3 clusters Score -1.27131e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 64918 members 
Entering Unmasked Estep 
Score: -12713382.000000 Penalty: 3744.419434
	Iteration 47Q: 3 clusters Score -1.271338e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 65260 members 
Entering Unmasked Estep 
Score: -12713608.000000 Penalty: 3744.419434
	Iteration 48Q: 3 clusters Score -1.271361e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 65570 members 
Entering Unmasked Estep 
Score: -12713754.000000 Penalty: 3744.419434
	Iteration 49Q: 3 clusters Score -1.271375e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 65892 members 
Entering Unmasked Estep 
Score: -12713919.000000 Penalty: 3744.419434
	Iteration 50Q: 3 clusters Score -1.271392e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 66216 members 
Entering Unmasked Estep 
Score: -12714088.000000 Penalty: 3744.419434
	Iteration 51Q: 3 clusters Score -1.271409e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 66590 members 
Entering Unmasked Estep 
Score: -12714273.000000 Penalty: 3744.419434
	Iteration 52Q: 3 clusters Score -1.271427e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 66980 members 
Entering Unmasked Estep 
Score: -12714425.000000 Penalty: 3744.419434
	Iteration 53Q: 3 clusters Score -1.271442e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 67370 members 
Entering Unmasked Estep 
Score: -12714534.000000 Penalty: 3744.419434
	Iteration 54Q: 3 clusters Score -1.271453e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 67828 members 
Entering Unmasked Estep 
Score: -12714674.000000 Penalty: 3744.419434
	Iteration 55Q: 3 clusters Score -1.271467e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 68299 members 
Entering Unmasked Estep 
Score: -12714799.000000 Penalty: 3744.419434
	Iteration 56Q: 3 clusters Score -1.27148e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 68780 members 
Entering Unmasked Estep 
Score: -12714859.000000 Penalty: 3744.419434
	Iteration 57Q: 3 clusters Score -1.271486e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 69280 members 
Entering Unmasked Estep 
Score: -12714987.000000 Penalty: 3744.419434
	Iteration 58Q: 3 clusters Score -1.271499e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 69798 members 
Entering Unmasked Estep 
Score: -12715079.000000 Penalty: 3744.419434
	Iteration 59Q: 3 clusters Score -1.271508e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 70348 members 
Entering Unmasked Estep 
Score: -12715176.000000 Penalty: 3744.419434
	Iteration 60F: 3 clusters Score -1.271518e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 70908 members 
Entering Unmasked Estep 
Score: -12715191.000000 Penalty: 3744.419434
	Iteration 61Q: 3 clusters Score -1.271519e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 71433 members 
Entering Unmasked Estep 
Score: -12715273.000000 Penalty: 3744.419434
	Iteration 62Q: 3 clusters Score -1.271527e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 71946 members 
Entering Unmasked Estep 
Score: -12715322.000000 Penalty: 3744.419434
	Iteration 63Q: 3 clusters Score -1.271532e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 72494 members 
Entering Unmasked Estep 
Score: -12715406.000000 Penalty: 3744.419434
	Iteration 64Q: 3 clusters Score -1.271541e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 73038 members 
Entering Unmasked Estep 
Score: -12715457.000000 Penalty: 3744.419434
	Iteration 65Q: 3 clusters Score -1.271546e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 73616 members 
Entering Unmasked Estep 
Score: -12715461.000000 Penalty: 3744.419434
	Iteration 66Q: 3 clusters Score -1.271546e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 74204 members 
Entering Unmasked Estep 
Score: -12715429.000000 Penalty: 3744.419434
	Iteration 67Q: 3 clusters Score -1.271543e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 74795 members 
Entering Unmasked Estep 
Score: -12715483.000000 Penalty: 3744.419434
	Iteration 68Q: 3 clusters Score -1.271548e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 75411 members 
Entering Unmasked Estep 
Score: -12715497.000000 Penalty: 3744.419434
	Iteration 69Q: 3 clusters Score -1.27155e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 76057 members 
Entering Unmasked Estep 
Score: -12715586.000000 Penalty: 3744.419434
	Iteration 70Q: 3 clusters Score -1.271559e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 76688 members 
Entering Unmasked Estep 
Score: -12715600.000000 Penalty: 3744.419434
	Iteration 71Q: 3 clusters Score -1.27156e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 77378 members 
Entering Unmasked Estep 
Score: -12715614.000000 Penalty: 3744.419434
	Iteration 72Q: 3 clusters Score -1.271561e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 78127 members 
Entering Unmasked Estep 
Score: -12715665.000000 Penalty: 3744.419434
	Iteration 73Q: 3 clusters Score -1.271566e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 78925 members 
Entering Unmasked Estep 
Score: -12715683.000000 Penalty: 3744.419434
	Iteration 74Q: 3 clusters Score -1.271568e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 79732 members 
Entering Unmasked Estep 
Score: -12715727.000000 Penalty: 3744.419434
	Iteration 75Q: 3 clusters Score -1.271573e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 80571 members 
Entering Unmasked Estep 
Score: -12715900.000000 Penalty: 3744.419434
	Iteration 76Q: 3 clusters Score -1.27159e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 81468 members 
Entering Unmasked Estep 
Score: -12716040.000000 Penalty: 3744.419434
	Iteration 77Q: 3 clusters Score -1.271604e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 82355 members 
Entering Unmasked Estep 
Score: -12716065.000000 Penalty: 3744.419434
	Iteration 78Q: 3 clusters Score -1.271606e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 83270 members 
Entering Unmasked Estep 
Score: -12716120.000000 Penalty: 3744.419434
	Iteration 79Q: 3 clusters Score -1.271612e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 84230 members 
Entering Unmasked Estep 
Score: -12716165.000000 Penalty: 3744.419434
	Iteration 80F: 3 clusters Score -1.271616e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 85195 members 
Entering Unmasked Estep 
Score: -12716274.000000 Penalty: 3744.419434
	Iteration 81Q: 3 clusters Score -1.271627e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 86202 members 
Entering Unmasked Estep 
Score: -12716416.000000 Penalty: 3744.419434
	Iteration 82Q: 3 clusters Score -1.271642e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 87244 members 
Entering Unmasked Estep 
Score: -12716522.000000 Penalty: 3744.419434
	Iteration 83Q: 3 clusters Score -1.271652e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 88255 members 
Entering Unmasked Estep 
Score: -12716743.000000 Penalty: 3744.419434
	Iteration 84Q: 3 clusters Score -1.271674e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 89251 members 
Entering Unmasked Estep 
Score: -12716919.000000 Penalty: 3744.419434
	Iteration 85Q: 3 clusters Score -1.271692e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 90235 members 
Entering Unmasked Estep 
Score: -12717311.000000 Penalty: 3744.419434
	Iteration 86Q: 3 clusters Score -1.271731e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 91168 members 
Entering Unmasked Estep 
Score: -12717716.000000 Penalty: 3744.419434
	Iteration 87Q: 3 clusters Score -1.271772e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 92021 members 
Entering Unmasked Estep 
Score: -12718077.000000 Penalty: 3744.419434
	Iteration 88Q: 3 clusters Score -1.271808e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 92884 members 
Entering Unmasked Estep 
Score: -12718436.000000 Penalty: 3744.419434
	Iteration 89Q: 3 clusters Score -1.271844e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 93693 members 
Entering Unmasked Estep 
Score: -12718738.000000 Penalty: 3744.419434
	Iteration 90Q: 3 clusters Score -1.271874e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 94467 members 
Entering Unmasked Estep 
Score: -12719021.000000 Penalty: 3744.419434
	Iteration 91Q: 3 clusters Score -1.271902e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 95218 members 
Entering Unmasked Estep 
Score: -12719255.000000 Penalty: 3744.419434
	Iteration 92Q: 3 clusters Score -1.271926e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 95948 members 
Entering Unmasked Estep 
Score: -12719461.000000 Penalty: 3744.419434
	Iteration 93Q: 3 clusters Score -1.271946e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 96614 members 
Entering Unmasked Estep 
Score: -12719717.000000 Penalty: 3744.419434
	Iteration 94Q: 3 clusters Score -1.271972e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 97186 members 
Entering Unmasked Estep 
Score: -12719922.000000 Penalty: 3744.419434
	Iteration 95Q: 3 clusters Score -1.271992e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 97699 members 
Entering Unmasked Estep 
Score: -12720043.000000 Penalty: 3744.419434
	Iteration 96Q: 3 clusters Score -1.272004e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 98152 members 
Entering Unmasked Estep 
Score: -12720127.000000 Penalty: 3744.419434
	Iteration 97Q: 3 clusters Score -1.272013e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 98542 members 
Entering Unmasked Estep 
Score: -12720230.000000 Penalty: 3744.419434
	Iteration 98Q: 3 clusters Score -1.272023e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 98860 members 
Entering Unmasked Estep 
Score: -12720270.000000 Penalty: 3744.419434
	Iteration 99Q: 3 clusters Score -1.272027e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 99141 members 
Entering Unmasked Estep 
Score: -12720287.000000 Penalty: 3744.419434
	Iteration 100F: 3 clusters Score -1.272029e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 99375 members 
Entering Unmasked Estep 
Score: -12720358.000000 Penalty: 3744.419434
	Iteration 101Q: 3 clusters Score -1.272036e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 99569 members 
Entering Unmasked Estep 
Score: -12720428.000000 Penalty: 3744.419434
	Iteration 102Q: 3 clusters Score -1.272043e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 99712 members 
Entering Unmasked Estep 
Score: -12720444.000000 Penalty: 3744.419434
	Iteration 103Q: 3 clusters Score -1.272044e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 99830 members 
Entering Unmasked Estep 
Score: -12720465.000000 Penalty: 3744.419434
	Iteration 104Q: 3 clusters Score -1.272046e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 99918 members 
Entering Unmasked Estep 
Score: -12720473.000000 Penalty: 3744.419434
	Iteration 105Q: 3 clusters Score -1.272047e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 99985 members 
Entering Unmasked Estep 
Score: -12720476.000000 Penalty: 3744.419434
	Iteration 106Q: 3 clusters Score -1.272048e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 100045 members 
Entering Unmasked Estep 
Score: -12720493.000000 Penalty: 3744.419434
	Iteration 107Q: 3 clusters Score -1.272049e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 100084 members 
Entering Unmasked Estep 
Score: -12720513.000000 Penalty: 3744.419434
	Iteration 108Q: 3 clusters Score -1.272051e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 100115 members 
Entering Unmasked Estep 
Score: -12720520.000000 Penalty: 3744.419434
	Iteration 109Q: 3 clusters Score -1.272052e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 100140 members 
Entering Unmasked Estep 
Score: -12720529.000000 Penalty: 3744.419434
	Iteration 110Q: 3 clusters Score -1.272053e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 100170 members 
Entering Unmasked Estep 
Score: -12720548.000000 Penalty: 3744.419434
	Iteration 111Q: 3 clusters Score -1.272055e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 100188 members 
Entering Unmasked Estep 
Score: -12720537.000000 Penalty: 3744.419434
	Iteration 112Q: 3 clusters Score -1.272054e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 100207 members 
Entering Unmasked Estep 
Score: -12720567.000000 Penalty: 3744.419434
	Iteration 113Q: 3 clusters Score -1.272057e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 100228 members 
Entering Unmasked Estep 
Score: -12720575.000000 Penalty: 3744.419434
	Iteration 114Q: 3 clusters Score -1.272058e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 100246 members 
Entering Unmasked Estep 
Score: -12720591.000000 Penalty: 3744.419434
	Iteration 115Q: 3 clusters Score -1.272059e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 100268 members 
Entering Unmasked Estep 
Score: -12720592.000000 Penalty: 3744.419434
	Iteration 116Q: 3 clusters Score -1.272059e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 100289 members 
Entering Unmasked Estep 
Score: -12720613.000000 Penalty: 3744.419434
	Iteration 117Q: 3 clusters Score -1.272061e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 100305 members 
Entering Unmasked Estep 
Score: -12720628.000000 Penalty: 3744.419434
	Iteration 118Q: 3 clusters Score -1.272063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 100313 members 
Entering Unmasked Estep 
Score: -12720627.000000 Penalty: 3744.419434
	Iteration 119Q: 3 clusters Score -1.272063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 100320 members 
Entering Unmasked Estep 
Score: -12720635.000000 Penalty: 3744.419434
	Iteration 120F: 3 clusters Score -1.272064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 100328 members 
Entering Unmasked Estep 
Score: -12720648.000000 Penalty: 3744.419434
	Iteration 121Q: 3 clusters Score -1.272065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 100333 members 
Entering Unmasked Estep 
Score: -12720649.000000 Penalty: 3744.419434
	Iteration 122Q: 3 clusters Score -1.272065e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 100337 members 
Entering Unmasked Estep 
Score: -12720654.000000 Penalty: 3744.419434
	Iteration 123Q: 3 clusters Score -1.272065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 100341 members 
Entering Unmasked Estep 
Score: -12720658.000000 Penalty: 3744.419434
	Iteration 124Q: 3 clusters Score -1.272066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 100344 members 
Entering Unmasked Estep 
Score: -12720654.000000 Penalty: 3744.419434
	Iteration 125Q: 3 clusters Score -1.272065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 100346 members 
Entering Unmasked Estep 
Score: -12720652.000000 Penalty: 3744.419434
	Iteration 126Q: 3 clusters Score -1.272065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 100347 members 
Entering Unmasked Estep 
Score: -12720653.000000 Penalty: 3744.419434
	Iteration 127Q: 3 clusters Score -1.272065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 100346 members 
Entering Unmasked Estep 
Score: -12720656.000000 Penalty: 3744.419434
	Iteration 128Q: 3 clusters Score -1.272066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 100346 members 
Entering Unmasked Estep 
Score: -12720656.000000 Penalty: 3744.419434
	Iteration 129F: 3 clusters Score -1.272066e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Entering Unmasked Estep 
Score: -372378.343750 Penalty: 1304.199585
	Iteration 0F: 2 clusters Score -372378.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -369586.750000 Penalty: 2608.399170
	Iteration 0F: 3 clusters Score -369586.8 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -370288.937500 Penalty: 2608.399170
	Iteration 1F: 3 clusters Score -370288.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -370485.656250 Penalty: 2608.399170
	Iteration 2F: 3 clusters Score -370485.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -370691.406250 Penalty: 2608.399170
	Iteration 3F: 3 clusters Score -370691.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -370906.062500 Penalty: 2608.399170
	Iteration 4F: 3 clusters Score -370906.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -371104.062500 Penalty: 2608.399170
	Iteration 5F: 3 clusters Score -371104.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -371278.218750 Penalty: 2608.399170
	Iteration 6F: 3 clusters Score -371278.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -371405.843750 Penalty: 2608.399170
	Iteration 7F: 3 clusters Score -371405.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -371482.937500 Penalty: 2608.399170
	Iteration 8Q: 3 clusters Score -371482.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -371517.625000 Penalty: 2608.399170
	Iteration 9Q: 3 clusters Score -371517.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -371541.843750 Penalty: 2608.399170
	Iteration 10Q: 3 clusters Score -371541.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -371562.437500 Penalty: 2608.399170
	Iteration 11Q: 3 clusters Score -371562.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -371581.312500 Penalty: 2608.399170
	Iteration 12Q: 3 clusters Score -371581.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -371599.031250 Penalty: 2608.399170
	Iteration 13Q: 3 clusters Score -371599 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -371610.500000 Penalty: 2608.399170
	Iteration 14Q: 3 clusters Score -371610.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -371616.625000 Penalty: 2608.399170
	Iteration 15Q: 3 clusters Score -371616.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -371620.062500 Penalty: 2608.399170
	Iteration 16Q: 3 clusters Score -371620.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -371623.406250 Penalty: 2608.399170
	Iteration 17Q: 3 clusters Score -371623.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -371625.875000 Penalty: 2608.399170
	Iteration 18Q: 3 clusters Score -371625.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -371627.093750 Penalty: 2608.399170
	Iteration 19Q: 3 clusters Score -371627.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -371629.437500 Penalty: 2608.399170
	Iteration 20F: 3 clusters Score -371629.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -371631.656250 Penalty: 2608.399170
	Iteration 21Q: 3 clusters Score -371631.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -371635.375000 Penalty: 2608.399170
	Iteration 22Q: 3 clusters Score -371635.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -371638.375000 Penalty: 2608.399170
	Iteration 23Q: 3 clusters Score -371638.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -371639.468750 Penalty: 2608.399170
	Iteration 24Q: 3 clusters Score -371639.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -371641.687500 Penalty: 2608.399170
	Iteration 25Q: 3 clusters Score -371641.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -371644.843750 Penalty: 2608.399170
	Iteration 26Q: 3 clusters Score -371644.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -371648.156250 Penalty: 2608.399170
	Iteration 27Q: 3 clusters Score -371648.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -371650.343750 Penalty: 2608.399170
	Iteration 28Q: 3 clusters Score -371650.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -371652.968750 Penalty: 2608.399170
	Iteration 29Q: 3 clusters Score -371653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -371655.156250 Penalty: 2608.399170
	Iteration 30Q: 3 clusters Score -371655.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -371656.093750 Penalty: 2608.399170
	Iteration 31Q: 3 clusters Score -371656.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -371656.812500 Penalty: 2608.399170
	Iteration 32Q: 3 clusters Score -371656.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -371657.125000 Penalty: 2608.399170
	Iteration 33Q: 3 clusters Score -371657.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -371658.156250 Penalty: 2608.399170
	Iteration 34Q: 3 clusters Score -371658.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -371658.937500 Penalty: 2608.399170
	Iteration 35Q: 3 clusters Score -371658.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -371659.468750 Penalty: 2608.399170
	Iteration 36Q: 3 clusters Score -371659.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -371659.468750 Penalty: 2608.399170
	Iteration 37F: 3 clusters Score -371659.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Entering Unmasked Estep 
Score: -146446.703125 Penalty: 1175.084106
	Iteration 0F: 2 clusters Score -146446.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -144881.031250 Penalty: 2350.168213
	Iteration 0F: 3 clusters Score -144881 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -145545.390625 Penalty: 2350.168213
	Iteration 1F: 3 clusters Score -145545.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -145817.343750 Penalty: 2350.168213
	Iteration 2F: 3 clusters Score -145817.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -145972.515625 Penalty: 2350.168213
	Iteration 3F: 3 clusters Score -145972.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -146078.406250 Penalty: 2350.168213
	Iteration 4F: 3 clusters Score -146078.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -146172.500000 Penalty: 2350.168213
	Iteration 5Q: 3 clusters Score -146172.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -146253.328125 Penalty: 2350.168213
	Iteration 6Q: 3 clusters Score -146253.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -146327.046875 Penalty: 2350.168213
	Iteration 7Q: 3 clusters Score -146327 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -146394.703125 Penalty: 2350.168213
	Iteration 8Q: 3 clusters Score -146394.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -146461.796875 Penalty: 2350.168213
	Iteration 9Q: 3 clusters Score -146461.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -146488.453125 Penalty: 2350.168213
	Iteration 10Q: 3 clusters Score -146488.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -146508.562500 Penalty: 2350.168213
	Iteration 11Q: 3 clusters Score -146508.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -146523.406250 Penalty: 2350.168213
	Iteration 12Q: 3 clusters Score -146523.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -146533.062500 Penalty: 2350.168213
	Iteration 13Q: 3 clusters Score -146533.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -146536.906250 Penalty: 2350.168213
	Iteration 14Q: 3 clusters Score -146536.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -146538.265625 Penalty: 2350.168213
	Iteration 15Q: 3 clusters Score -146538.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -146540.609375 Penalty: 2350.168213
	Iteration 16Q: 3 clusters Score -146540.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -146541.359375 Penalty: 2350.168213
	Iteration 17Q: 3 clusters Score -146541.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -146541.859375 Penalty: 2350.168213
	Iteration 18Q: 3 clusters Score -146541.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -146543.468750 Penalty: 2350.168213
	Iteration 19Q: 3 clusters Score -146543.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -146551.718750 Penalty: 2350.168213
	Iteration 20F: 3 clusters Score -146551.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -146564.546875 Penalty: 2350.168213
	Iteration 21Q: 3 clusters Score -146564.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -146566.890625 Penalty: 2350.168213
	Iteration 22Q: 3 clusters Score -146566.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -146567.281250 Penalty: 2350.168213
	Iteration 23Q: 3 clusters Score -146567.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -146567.281250 Penalty: 2350.168213
	Iteration 24F: 3 clusters Score -146567.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 110922 members 
Mstep: Class 3 contains 6580 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 42847 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 6938 members 
Mstep: Class 9 contains 91701 members 
Mstep: Class 10 contains 80440 members 
Mstep: Class 11 contains 97760 members 
Mstep: Class 12 contains 48102 members 
Mstep: Class 13 contains 5012 members 
Mstep: Class 14 contains 100840 members 
Mstep: Class 15 contains 3059 members 
Mstep: Class 16 contains 476 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 5643 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24175 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9890 members 
Mstep: Class 25 contains 99000 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 3432 members 
Mstep: Class 29 contains 3410 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 303 members 
Mstep: Class 33 contains 13611 members 
Mstep: Class 34 contains 10144 members 
Mstep: Class 35 contains 9826 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 101626 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8104 members 
Mstep: Class 41 contains 1685 members 
Mstep: Class 42 contains 906 members 
Entering Unmasked Estep 
Score: -111782992.000000 Penalty: 93710.203125
Splitting cluster 16 changes total score from -111784024.000000 to -111782992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (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: -53308.816406 Penalty: 1008.895874
	Iteration 0F: 2 clusters Score -53308.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -52268.667969 Penalty: 2017.791748
	Iteration 0F: 3 clusters Score -52268.67 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -52523.535156 Penalty: 2017.791748
	Iteration 1F: 3 clusters Score -52523.54 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -52691.699219 Penalty: 2017.791748
	Iteration 2F: 3 clusters Score -52691.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -52796.449219 Penalty: 2017.791748
	Iteration 3F: 3 clusters Score -52796.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -52863.175781 Penalty: 2017.791748
	Iteration 4F: 3 clusters Score -52863.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -52884.558594 Penalty: 2017.791748
	Iteration 5Q: 3 clusters Score -52884.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -52891.781250 Penalty: 2017.791748
	Iteration 6Q: 3 clusters Score -52891.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -52892.898438 Penalty: 2017.791748
	Iteration 7Q: 3 clusters Score -52892.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -52892.898438 Penalty: 2017.791748
	Iteration 8F: 3 clusters Score -52892.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Entering Unmasked Estep 
Score: -719440.625000 Penalty: 1403.702759
	Iteration 0F: 2 clusters Score -719440.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -715051.562500 Penalty: 2807.405518
	Iteration 0F: 3 clusters Score -715051.6 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -716203.687500 Penalty: 2807.405518
	Iteration 1F: 3 clusters Score -716203.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -716392.750000 Penalty: 2807.405518
	Iteration 2F: 3 clusters Score -716392.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -716501.187500 Penalty: 2807.405518
	Iteration 3Q: 3 clusters Score -716501.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -716559.687500 Penalty: 2807.405518
	Iteration 4Q: 3 clusters Score -716559.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -716615.437500 Penalty: 2807.405518
	Iteration 5Q: 3 clusters Score -716615.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -716660.750000 Penalty: 2807.405518
	Iteration 6Q: 3 clusters Score -716660.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -716700.437500 Penalty: 2807.405518
	Iteration 7Q: 3 clusters Score -716700.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -716742.750000 Penalty: 2807.405518
	Iteration 8Q: 3 clusters Score -716742.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -716772.937500 Penalty: 2807.405518
	Iteration 9Q: 3 clusters Score -716772.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -716813.437500 Penalty: 2807.405518
	Iteration 10Q: 3 clusters Score -716813.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -716852.500000 Penalty: 2807.405518
	Iteration 11Q: 3 clusters Score -716852.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -716905.312500 Penalty: 2807.405518
	Iteration 12Q: 3 clusters Score -716905.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -716960.625000 Penalty: 2807.405518
	Iteration 13Q: 3 clusters Score -716960.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -717025.875000 Penalty: 2807.405518
	Iteration 14Q: 3 clusters Score -717025.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -717116.625000 Penalty: 2807.405518
	Iteration 15Q: 3 clusters Score -717116.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -717215.500000 Penalty: 2807.405518
	Iteration 16Q: 3 clusters Score -717215.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -717324.562500 Penalty: 2807.405518
	Iteration 17Q: 3 clusters Score -717324.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -717463.312500 Penalty: 2807.405518
	Iteration 18Q: 3 clusters Score -717463.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -717612.437500 Penalty: 2807.405518
	Iteration 19Q: 3 clusters Score -717612.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -717755.687500 Penalty: 2807.405518
	Iteration 20F: 3 clusters Score -717755.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -717869.937500 Penalty: 2807.405518
	Iteration 21Q: 3 clusters Score -717869.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -717965.062500 Penalty: 2807.405518
	Iteration 22Q: 3 clusters Score -717965.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -718023.312500 Penalty: 2807.405518
	Iteration 23Q: 3 clusters Score -718023.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -718067.500000 Penalty: 2807.405518
	Iteration 24Q: 3 clusters Score -718067.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -718101.000000 Penalty: 2807.405518
	Iteration 25Q: 3 clusters Score -718101 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -718129.812500 Penalty: 2807.405518
	Iteration 26Q: 3 clusters Score -718129.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -718153.000000 Penalty: 2807.405518
	Iteration 27Q: 3 clusters Score -718153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -718167.875000 Penalty: 2807.405518
	Iteration 28Q: 3 clusters Score -718167.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -718171.625000 Penalty: 2807.405518
	Iteration 29Q: 3 clusters Score -718171.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -718175.812500 Penalty: 2807.405518
	Iteration 30Q: 3 clusters Score -718175.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -718179.312500 Penalty: 2807.405518
	Iteration 31Q: 3 clusters Score -718179.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -718181.750000 Penalty: 2807.405518
	Iteration 32Q: 3 clusters Score -718181.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -718183.625000 Penalty: 2807.405518
	Iteration 33Q: 3 clusters Score -718183.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -718185.375000 Penalty: 2807.405518
	Iteration 34Q: 3 clusters Score -718185.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -718185.687500 Penalty: 2807.405518
	Iteration 35Q: 3 clusters Score -718185.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -718187.125000 Penalty: 2807.405518
	Iteration 36Q: 3 clusters Score -718187.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -718187.812500 Penalty: 2807.405518
	Iteration 37Q: 3 clusters Score -718187.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -718188.562500 Penalty: 2807.405518
	Iteration 38Q: 3 clusters Score -718188.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -718190.437500 Penalty: 2807.405518
	Iteration 39Q: 3 clusters Score -718190.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -718190.437500 Penalty: 2807.405518
	Iteration 40F: 3 clusters Score -718190.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Entering Unmasked Estep 
Score: -392760.375000 Penalty: 1324.028442
	Iteration 0F: 2 clusters Score -392760.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -389773.125000 Penalty: 2648.056885
	Iteration 0F: 3 clusters Score -389773.1 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -390776.750000 Penalty: 2648.056885
	Iteration 1F: 3 clusters Score -390776.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -391076.812500 Penalty: 2648.056885
	Iteration 2F: 3 clusters Score -391076.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -391320.000000 Penalty: 2648.056885
	Iteration 3F: 3 clusters Score -391320 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -391562.250000 Penalty: 2648.056885
	Iteration 4F: 3 clusters Score -391562.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -391747.343750 Penalty: 2648.056885
	Iteration 5F: 3 clusters Score -391747.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -391881.281250 Penalty: 2648.056885
	Iteration 6F: 3 clusters Score -391881.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -391953.312500 Penalty: 2648.056885
	Iteration 7Q: 3 clusters Score -391953.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -392002.281250 Penalty: 2648.056885
	Iteration 8Q: 3 clusters Score -392002.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -392051.156250 Penalty: 2648.056885
	Iteration 9Q: 3 clusters Score -392051.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -392116.281250 Penalty: 2648.056885
	Iteration 10Q: 3 clusters Score -392116.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -392184.687500 Penalty: 2648.056885
	Iteration 11Q: 3 clusters Score -392184.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -392244.531250 Penalty: 2648.056885
	Iteration 12Q: 3 clusters Score -392244.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -392281.656250 Penalty: 2648.056885
	Iteration 13Q: 3 clusters Score -392281.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -392302.687500 Penalty: 2648.056885
	Iteration 14Q: 3 clusters Score -392302.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -392313.812500 Penalty: 2648.056885
	Iteration 15Q: 3 clusters Score -392313.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -392318.843750 Penalty: 2648.056885
	Iteration 16Q: 3 clusters Score -392318.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -392321.687500 Penalty: 2648.056885
	Iteration 17Q: 3 clusters Score -392321.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -392324.875000 Penalty: 2648.056885
	Iteration 18Q: 3 clusters Score -392324.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -392327.531250 Penalty: 2648.056885
	Iteration 19Q: 3 clusters Score -392327.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -392328.812500 Penalty: 2648.056885
	Iteration 20F: 3 clusters Score -392328.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -392331.312500 Penalty: 2648.056885
	Iteration 21Q: 3 clusters Score -392331.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -392337.875000 Penalty: 2648.056885
	Iteration 22Q: 3 clusters Score -392337.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -392342.812500 Penalty: 2648.056885
	Iteration 23Q: 3 clusters Score -392342.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -392349.187500 Penalty: 2648.056885
	Iteration 24Q: 3 clusters Score -392349.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -392351.000000 Penalty: 2648.056885
	Iteration 25Q: 3 clusters Score -392351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -392354.125000 Penalty: 2648.056885
	Iteration 26Q: 3 clusters Score -392354.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -392357.375000 Penalty: 2648.056885
	Iteration 27Q: 3 clusters Score -392357.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -392358.687500 Penalty: 2648.056885
	Iteration 28Q: 3 clusters Score -392358.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -392361.031250 Penalty: 2648.056885
	Iteration 29Q: 3 clusters Score -392361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -392362.906250 Penalty: 2648.056885
	Iteration 30Q: 3 clusters Score -392362.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -392364.218750 Penalty: 2648.056885
	Iteration 31Q: 3 clusters Score -392364.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -392366.062500 Penalty: 2648.056885
	Iteration 32Q: 3 clusters Score -392366.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -392366.312500 Penalty: 2648.056885
	Iteration 33Q: 3 clusters Score -392366.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -392368.281250 Penalty: 2648.056885
	Iteration 34Q: 3 clusters Score -392368.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -392368.937500 Penalty: 2648.056885
	Iteration 35Q: 3 clusters Score -392368.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -392369.500000 Penalty: 2648.056885
	Iteration 36Q: 3 clusters Score -392369.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -392370.937500 Penalty: 2648.056885
	Iteration 37Q: 3 clusters Score -392370.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -392371.937500 Penalty: 2648.056885
	Iteration 38Q: 3 clusters Score -392371.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -392372.062500 Penalty: 2648.056885
	Iteration 39Q: 3 clusters Score -392372.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -392372.062500 Penalty: 2648.056885
	Iteration 40F: 3 clusters Score -392372.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Entering Unmasked Estep 
Score: -3004371.500000 Penalty: 1640.124634
	Iteration 0F: 2 clusters Score -3004372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2987927.500000 Penalty: 3280.249268
	Iteration 0F: 3 clusters Score -2987928 nChanged 11029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -2994051.750000 Penalty: 3280.249268
	Iteration 1F: 3 clusters Score -2994052 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2994464.250000 Penalty: 3280.249268
	Iteration 2Q: 3 clusters Score -2994464 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2994941.250000 Penalty: 3280.249268
	Iteration 3Q: 3 clusters Score -2994941 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -2995432.750000 Penalty: 3280.249268
	Iteration 4Q: 3 clusters Score -2995433 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2995980.500000 Penalty: 3280.249268
	Iteration 5Q: 3 clusters Score -2995980 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2996608.500000 Penalty: 3280.249268
	Iteration 6F: 3 clusters Score -2996608 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -2997227.500000 Penalty: 3280.249268
	Iteration 7F: 3 clusters Score -2997228 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2997915.250000 Penalty: 3280.249268
	Iteration 8Q: 3 clusters Score -2997915 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2998684.500000 Penalty: 3280.249268
	Iteration 9Q: 3 clusters Score -2998684 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -2999542.750000 Penalty: 3280.249268
	Iteration 10Q: 3 clusters Score -2999543 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -3000180.000000 Penalty: 3280.249268
	Iteration 11Q: 3 clusters Score -3000180 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -3000604.500000 Penalty: 3280.249268
	Iteration 12Q: 3 clusters Score -3000604 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -3000864.750000 Penalty: 3280.249268
	Iteration 13Q: 3 clusters Score -3000865 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -3001049.750000 Penalty: 3280.249268
	Iteration 14Q: 3 clusters Score -3001050 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -3001203.500000 Penalty: 3280.249268
	Iteration 15Q: 3 clusters Score -3001204 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -3001344.250000 Penalty: 3280.249268
	Iteration 16Q: 3 clusters Score -3001344 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -3001465.750000 Penalty: 3280.249268
	Iteration 17Q: 3 clusters Score -3001466 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -3001583.250000 Penalty: 3280.249268
	Iteration 18Q: 3 clusters Score -3001583 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -3001699.500000 Penalty: 3280.249268
	Iteration 19Q: 3 clusters Score -3001700 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -3001819.250000 Penalty: 3280.249268
	Iteration 20F: 3 clusters Score -3001819 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -3001923.750000 Penalty: 3280.249268
	Iteration 21Q: 3 clusters Score -3001924 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -3002011.000000 Penalty: 3280.249268
	Iteration 22Q: 3 clusters Score -3002011 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -3002091.250000 Penalty: 3280.249268
	Iteration 23Q: 3 clusters Score -3002091 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -3002156.500000 Penalty: 3280.249268
	Iteration 24Q: 3 clusters Score -3002156 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -3002223.500000 Penalty: 3280.249268
	Iteration 25Q: 3 clusters Score -3002224 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -3002298.000000 Penalty: 3280.249268
	Iteration 26Q: 3 clusters Score -3002298 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -3002349.250000 Penalty: 3280.249268
	Iteration 27Q: 3 clusters Score -3002349 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -3002402.500000 Penalty: 3280.249268
	Iteration 28Q: 3 clusters Score -3002402 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -3002445.500000 Penalty: 3280.249268
	Iteration 29Q: 3 clusters Score -3002446 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -3002477.500000 Penalty: 3280.249268
	Iteration 30Q: 3 clusters Score -3002478 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -3002514.500000 Penalty: 3280.249268
	Iteration 31Q: 3 clusters Score -3002514 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -3002553.750000 Penalty: 3280.249268
	Iteration 32Q: 3 clusters Score -3002554 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -3002580.500000 Penalty: 3280.249268
	Iteration 33Q: 3 clusters Score -3002580 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -3002592.500000 Penalty: 3280.249268
	Iteration 34Q: 3 clusters Score -3002592 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -3002630.250000 Penalty: 3280.249268
	Iteration 35Q: 3 clusters Score -3002630 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -3002665.000000 Penalty: 3280.249268
	Iteration 36Q: 3 clusters Score -3002665 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -3002702.000000 Penalty: 3280.249268
	Iteration 37Q: 3 clusters Score -3002702 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -3002732.250000 Penalty: 3280.249268
	Iteration 38Q: 3 clusters Score -3002732 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -3002754.000000 Penalty: 3280.249268
	Iteration 39Q: 3 clusters Score -3002754 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -3002776.500000 Penalty: 3280.249268
	Iteration 40F: 3 clusters Score -3002776 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -3002797.250000 Penalty: 3280.249268
	Iteration 41Q: 3 clusters Score -3002797 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -3002805.250000 Penalty: 3280.249268
	Iteration 42Q: 3 clusters Score -3002805 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -3002825.750000 Penalty: 3280.249268
	Iteration 43Q: 3 clusters Score -3002826 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -3002826.750000 Penalty: 3280.249268
	Iteration 44Q: 3 clusters Score -3002827 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -3002840.500000 Penalty: 3280.249268
	Iteration 45Q: 3 clusters Score -3002840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -3002855.000000 Penalty: 3280.249268
	Iteration 46Q: 3 clusters Score -3002855 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -3002857.500000 Penalty: 3280.249268
	Iteration 47Q: 3 clusters Score -3002858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -3002862.250000 Penalty: 3280.249268
	Iteration 48Q: 3 clusters Score -3002862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -3002874.000000 Penalty: 3280.249268
	Iteration 49Q: 3 clusters Score -3002874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -3002874.250000 Penalty: 3280.249268
	Iteration 50Q: 3 clusters Score -3002874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -3002877.500000 Penalty: 3280.249268
	Iteration 51Q: 3 clusters Score -3002878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -3002883.750000 Penalty: 3280.249268
	Iteration 52Q: 3 clusters Score -3002884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -3002888.250000 Penalty: 3280.249268
	Iteration 53Q: 3 clusters Score -3002888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -3002892.750000 Penalty: 3280.249268
	Iteration 54Q: 3 clusters Score -3002893 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -3002901.750000 Penalty: 3280.249268
	Iteration 55Q: 3 clusters Score -3002902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -3002914.750000 Penalty: 3280.249268
	Iteration 56Q: 3 clusters Score -3002915 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -3002920.500000 Penalty: 3280.249268
	Iteration 57Q: 3 clusters Score -3002920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -3002917.750000 Penalty: 3280.249268
	Iteration 58Q: 3 clusters Score -3002918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -3002916.500000 Penalty: 3280.249268
	Iteration 59Q: 3 clusters Score -3002916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -3002930.250000 Penalty: 3280.249268
	Iteration 60F: 3 clusters Score -3002930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -3002942.000000 Penalty: 3280.249268
	Iteration 61Q: 3 clusters Score -3002942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -3002943.000000 Penalty: 3280.249268
	Iteration 62Q: 3 clusters Score -3002943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -3002945.750000 Penalty: 3280.249268
	Iteration 63Q: 3 clusters Score -3002946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -3002952.500000 Penalty: 3280.249268
	Iteration 64Q: 3 clusters Score -3002952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -3002958.000000 Penalty: 3280.249268
	Iteration 65Q: 3 clusters Score -3002958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -3002955.250000 Penalty: 3280.249268
	Iteration 66Q: 3 clusters Score -3002955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -3002956.500000 Penalty: 3280.249268
	Iteration 67Q: 3 clusters Score -3002956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -3002962.750000 Penalty: 3280.249268
	Iteration 68Q: 3 clusters Score -3002963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -3002962.750000 Penalty: 3280.249268
	Iteration 69Q: 3 clusters Score -3002963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -3002965.250000 Penalty: 3280.249268
	Iteration 70Q: 3 clusters Score -3002965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -3002965.750000 Penalty: 3280.249268
	Iteration 71Q: 3 clusters Score -3002966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -3002967.750000 Penalty: 3280.249268
	Iteration 72Q: 3 clusters Score -3002968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -3002967.500000 Penalty: 3280.249268
	Iteration 73Q: 3 clusters Score -3002968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -3002969.750000 Penalty: 3280.249268
	Iteration 74Q: 3 clusters Score -3002970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -3002969.750000 Penalty: 3280.249268
	Iteration 75F: 3 clusters Score -3002970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -31785.746094 Penalty: 969.081604
	Iteration 0F: 2 clusters Score -31785.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30950.107422 Penalty: 1938.163208
	Iteration 0F: 3 clusters Score -30950.11 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -31273.361328 Penalty: 1938.163208
	Iteration 1F: 3 clusters Score -31273.36 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -31387.056641 Penalty: 1938.163208
	Iteration 2F: 3 clusters Score -31387.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -31425.806641 Penalty: 1938.163208
	Iteration 3Q: 3 clusters Score -31425.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31464.042969 Penalty: 1938.163208
	Iteration 4Q: 3 clusters Score -31464.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -31472.361328 Penalty: 1938.163208
	Iteration 5Q: 3 clusters Score -31472.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -31484.601562 Penalty: 1938.163208
	Iteration 6Q: 3 clusters Score -31484.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -31516.152344 Penalty: 1938.163208
	Iteration 7Q: 3 clusters Score -31516.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -31528.710938 Penalty: 1938.163208
	Iteration 8Q: 3 clusters Score -31528.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -31545.433594 Penalty: 1938.163208
	Iteration 9Q: 3 clusters Score -31545.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -31566.783203 Penalty: 1938.163208
	Iteration 10Q: 3 clusters Score -31566.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -31576.205078 Penalty: 1938.163208
	Iteration 11Q: 3 clusters Score -31576.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -31578.798828 Penalty: 1938.163208
	Iteration 12Q: 3 clusters Score -31578.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -31579.240234 Penalty: 1938.163208
	Iteration 13Q: 3 clusters Score -31579.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -31579.240234 Penalty: 1938.163208
	Iteration 14F: 3 clusters Score -31579.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Entering Unmasked Estep 
Score: -207615.921875 Penalty: 1204.868042
	Iteration 0F: 2 clusters Score -207615.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -205759.468750 Penalty: 2409.736084
	Iteration 0F: 3 clusters Score -205759.5 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -206125.078125 Penalty: 2409.736084
	Iteration 1F: 3 clusters Score -206125.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -206203.921875 Penalty: 2409.736084
	Iteration 2F: 3 clusters Score -206203.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -206241.906250 Penalty: 2409.736084
	Iteration 3Q: 3 clusters Score -206241.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -206281.500000 Penalty: 2409.736084
	Iteration 4Q: 3 clusters Score -206281.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -206332.468750 Penalty: 2409.736084
	Iteration 5Q: 3 clusters Score -206332.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -206365.328125 Penalty: 2409.736084
	Iteration 6Q: 3 clusters Score -206365.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -206391.875000 Penalty: 2409.736084
	Iteration 7Q: 3 clusters Score -206391.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -206428.234375 Penalty: 2409.736084
	Iteration 8Q: 3 clusters Score -206428.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -206453.156250 Penalty: 2409.736084
	Iteration 9Q: 3 clusters Score -206453.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -206471.953125 Penalty: 2409.736084
	Iteration 10Q: 3 clusters Score -206472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -206486.156250 Penalty: 2409.736084
	Iteration 11Q: 3 clusters Score -206486.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -206505.171875 Penalty: 2409.736084
	Iteration 12Q: 3 clusters Score -206505.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -206516.218750 Penalty: 2409.736084
	Iteration 13Q: 3 clusters Score -206516.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -206526.234375 Penalty: 2409.736084
	Iteration 14Q: 3 clusters Score -206526.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -206537.750000 Penalty: 2409.736084
	Iteration 15Q: 3 clusters Score -206537.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -206549.968750 Penalty: 2409.736084
	Iteration 16Q: 3 clusters Score -206550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -206558.171875 Penalty: 2409.736084
	Iteration 17Q: 3 clusters Score -206558.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -206564.125000 Penalty: 2409.736084
	Iteration 18Q: 3 clusters Score -206564.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -206573.421875 Penalty: 2409.736084
	Iteration 19Q: 3 clusters Score -206573.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -206579.203125 Penalty: 2409.736084
	Iteration 20F: 3 clusters Score -206579.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -206584.484375 Penalty: 2409.736084
	Iteration 21Q: 3 clusters Score -206584.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -206589.421875 Penalty: 2409.736084
	Iteration 22Q: 3 clusters Score -206589.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -206593.265625 Penalty: 2409.736084
	Iteration 23Q: 3 clusters Score -206593.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -206601.625000 Penalty: 2409.736084
	Iteration 24Q: 3 clusters Score -206601.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -206608.765625 Penalty: 2409.736084
	Iteration 25Q: 3 clusters Score -206608.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -206613.453125 Penalty: 2409.736084
	Iteration 26Q: 3 clusters Score -206613.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -206618.359375 Penalty: 2409.736084
	Iteration 27Q: 3 clusters Score -206618.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -206622.578125 Penalty: 2409.736084
	Iteration 28Q: 3 clusters Score -206622.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -206625.234375 Penalty: 2409.736084
	Iteration 29Q: 3 clusters Score -206625.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -206630.250000 Penalty: 2409.736084
	Iteration 30Q: 3 clusters Score -206630.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -206633.734375 Penalty: 2409.736084
	Iteration 31Q: 3 clusters Score -206633.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -206635.593750 Penalty: 2409.736084
	Iteration 32Q: 3 clusters Score -206635.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -206638.500000 Penalty: 2409.736084
	Iteration 33Q: 3 clusters Score -206638.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -206643.343750 Penalty: 2409.736084
	Iteration 34Q: 3 clusters Score -206643.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -206645.843750 Penalty: 2409.736084
	Iteration 35Q: 3 clusters Score -206645.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -206649.187500 Penalty: 2409.736084
	Iteration 36Q: 3 clusters Score -206649.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -206649.656250 Penalty: 2409.736084
	Iteration 37Q: 3 clusters Score -206649.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -206649.671875 Penalty: 2409.736084
	Iteration 38Q: 3 clusters Score -206649.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -206649.671875 Penalty: 2409.736084
	Iteration 39F: 3 clusters Score -206649.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -25360.855469 Penalty: 930.082581
	Iteration 0F: 2 clusters Score -25360.86 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 158 members 
Entering Unmasked Estep 
Score: -24584.406250 Penalty: 1860.165161
	Iteration 0F: 3 clusters Score -24584.41 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24856.537109 Penalty: 1860.165161
	Iteration 1F: 3 clusters Score -24856.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25050.353516 Penalty: 1860.165161
	Iteration 2F: 3 clusters Score -25050.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25198.421875 Penalty: 1860.165161
	Iteration 3F: 3 clusters Score -25198.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -25316.783203 Penalty: 1860.165161
	Iteration 4Q: 3 clusters Score -25316.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -25392.296875 Penalty: 1860.165161
	Iteration 5Q: 3 clusters Score -25392.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25461.169922 Penalty: 1860.165161
	Iteration 6Q: 3 clusters Score -25461.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -25635.664062 Penalty: 1860.165161
	Iteration 7Q: 3 clusters Score -25635.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25674.806641 Penalty: 1860.165161
	Iteration 8Q: 3 clusters Score -25674.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -25685.480469 Penalty: 1860.165161
	Iteration 9Q: 3 clusters Score -25685.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25687.740234 Penalty: 1860.165161
	Iteration 10Q: 3 clusters Score -25687.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25688.033203 Penalty: 1860.165161
	Iteration 11F: 3 clusters Score -25688.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25696.775391 Penalty: 1860.165161
	Iteration 12Q: 3 clusters Score -25696.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25740.226562 Penalty: 1860.165161
	Iteration 13Q: 3 clusters Score -25740.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25793.226562 Penalty: 1860.165161
	Iteration 14Q: 3 clusters Score -25793.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25851.490234 Penalty: 1860.165161
	Iteration 15Q: 3 clusters Score -25851.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -25912.232422 Penalty: 1860.165161
	Iteration 16Q: 3 clusters Score -25912.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25935.902344 Penalty: 1860.165161
	Iteration 17Q: 3 clusters Score -25935.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -25983.246094 Penalty: 1860.165161
	Iteration 18Q: 3 clusters Score -25983.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26010.132812 Penalty: 1860.165161
	Iteration 19Q: 3 clusters Score -26010.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26017.558594 Penalty: 1860.165161
	Iteration 20F: 3 clusters Score -26017.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26025.175781 Penalty: 1860.165161
	Iteration 21Q: 3 clusters Score -26025.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26025.175781 Penalty: 1860.165161
	Iteration 22F: 3 clusters Score -26025.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 110922 members 
Mstep: Class 3 contains 6580 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 42847 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 6938 members 
Mstep: Class 9 contains 91701 members 
Mstep: Class 10 contains 80440 members 
Mstep: Class 11 contains 97760 members 
Mstep: Class 12 contains 48102 members 
Mstep: Class 13 contains 5012 members 
Mstep: Class 14 contains 100840 members 
Mstep: Class 15 contains 3059 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 5643 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24175 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 9890 members 
Mstep: Class 25 contains 99000 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 3432 members 
Mstep: Class 29 contains 3410 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 303 members 
Mstep: Class 33 contains 13611 members 
Mstep: Class 34 contains 10144 members 
Mstep: Class 35 contains 9826 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 101626 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8104 members 
Mstep: Class 41 contains 1685 members 
Mstep: Class 42 contains 134 members 
Entering Unmasked Estep 
Score: -111783336.000000 Penalty: 93710.203125
Splitting cluster 23 changes total score from -111784024.000000 to -111783336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (9890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Entering Unmasked Estep 
Score: -1153144.500000 Penalty: 1494.882935
	Iteration 0F: 2 clusters Score -1153144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1146039.125000 Penalty: 2989.765869
	Iteration 0F: 3 clusters Score -1146039 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1148486.875000 Penalty: 2989.765869
	Iteration 1F: 3 clusters Score -1148487 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1148843.250000 Penalty: 2989.765869
	Iteration 2F: 3 clusters Score -1148843 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1149142.125000 Penalty: 2989.765869
	Iteration 3F: 3 clusters Score -1149142 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1149421.750000 Penalty: 2989.765869
	Iteration 4F: 3 clusters Score -1149422 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1149655.000000 Penalty: 2989.765869
	Iteration 5Q: 3 clusters Score -1149655 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1149864.000000 Penalty: 2989.765869
	Iteration 6Q: 3 clusters Score -1149864 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1150061.875000 Penalty: 2989.765869
	Iteration 7Q: 3 clusters Score -1150062 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1150251.000000 Penalty: 2989.765869
	Iteration 8Q: 3 clusters Score -1150251 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1150438.375000 Penalty: 2989.765869
	Iteration 9Q: 3 clusters Score -1150438 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1150602.875000 Penalty: 2989.765869
	Iteration 10Q: 3 clusters Score -1150603 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1150734.375000 Penalty: 2989.765869
	Iteration 11Q: 3 clusters Score -1150734 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1150844.750000 Penalty: 2989.765869
	Iteration 12Q: 3 clusters Score -1150845 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1150934.750000 Penalty: 2989.765869
	Iteration 13Q: 3 clusters Score -1150935 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1151015.750000 Penalty: 2989.765869
	Iteration 14Q: 3 clusters Score -1151016 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1151087.000000 Penalty: 2989.765869
	Iteration 15Q: 3 clusters Score -1151087 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1151135.625000 Penalty: 2989.765869
	Iteration 16Q: 3 clusters Score -1151136 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1151170.875000 Penalty: 2989.765869
	Iteration 17Q: 3 clusters Score -1151171 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1151205.500000 Penalty: 2989.765869
	Iteration 18Q: 3 clusters Score -1151206 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1151226.250000 Penalty: 2989.765869
	Iteration 19Q: 3 clusters Score -1151226 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1151263.750000 Penalty: 2989.765869
	Iteration 20F: 3 clusters Score -1151264 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1151292.625000 Penalty: 2989.765869
	Iteration 21Q: 3 clusters Score -1151293 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1151319.500000 Penalty: 2989.765869
	Iteration 22Q: 3 clusters Score -1151320 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1151343.875000 Penalty: 2989.765869
	Iteration 23Q: 3 clusters Score -1151344 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1151380.375000 Penalty: 2989.765869
	Iteration 24Q: 3 clusters Score -1151380 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1151407.750000 Penalty: 2989.765869
	Iteration 25Q: 3 clusters Score -1151408 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1151435.125000 Penalty: 2989.765869
	Iteration 26Q: 3 clusters Score -1151435 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1151463.875000 Penalty: 2989.765869
	Iteration 27Q: 3 clusters Score -1151464 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1151486.125000 Penalty: 2989.765869
	Iteration 28Q: 3 clusters Score -1151486 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1151504.250000 Penalty: 2989.765869
	Iteration 29Q: 3 clusters Score -1151504 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1151524.000000 Penalty: 2989.765869
	Iteration 30Q: 3 clusters Score -1151524 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1151546.500000 Penalty: 2989.765869
	Iteration 31Q: 3 clusters Score -1151546 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1151573.500000 Penalty: 2989.765869
	Iteration 32Q: 3 clusters Score -1151574 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1151590.625000 Penalty: 2989.765869
	Iteration 33Q: 3 clusters Score -1151591 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1151607.500000 Penalty: 2989.765869
	Iteration 34Q: 3 clusters Score -1151608 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1151626.375000 Penalty: 2989.765869
	Iteration 35Q: 3 clusters Score -1151626 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1151637.000000 Penalty: 2989.765869
	Iteration 36Q: 3 clusters Score -1151637 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1151652.625000 Penalty: 2989.765869
	Iteration 37Q: 3 clusters Score -1151653 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1151669.125000 Penalty: 2989.765869
	Iteration 38Q: 3 clusters Score -1151669 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1151678.750000 Penalty: 2989.765869
	Iteration 39Q: 3 clusters Score -1151679 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1151687.875000 Penalty: 2989.765869
	Iteration 40F: 3 clusters Score -1151688 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1151696.750000 Penalty: 2989.765869
	Iteration 41Q: 3 clusters Score -1151697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1151698.500000 Penalty: 2989.765869
	Iteration 42Q: 3 clusters Score -1151698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1151704.250000 Penalty: 2989.765869
	Iteration 43Q: 3 clusters Score -1151704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1151707.500000 Penalty: 2989.765869
	Iteration 44Q: 3 clusters Score -1151708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1151712.125000 Penalty: 2989.765869
	Iteration 45Q: 3 clusters Score -1151712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1151717.000000 Penalty: 2989.765869
	Iteration 46Q: 3 clusters Score -1151717 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1151723.375000 Penalty: 2989.765869
	Iteration 47Q: 3 clusters Score -1151723 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1151726.875000 Penalty: 2989.765869
	Iteration 48Q: 3 clusters Score -1151727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1151733.000000 Penalty: 2989.765869
	Iteration 49Q: 3 clusters Score -1151733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1151733.625000 Penalty: 2989.765869
	Iteration 50Q: 3 clusters Score -1151734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1151737.875000 Penalty: 2989.765869
	Iteration 51Q: 3 clusters Score -1151738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1151741.250000 Penalty: 2989.765869
	Iteration 52Q: 3 clusters Score -1151741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1151744.250000 Penalty: 2989.765869
	Iteration 53Q: 3 clusters Score -1151744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1151746.625000 Penalty: 2989.765869
	Iteration 54Q: 3 clusters Score -1151747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1151748.875000 Penalty: 2989.765869
	Iteration 55Q: 3 clusters Score -1151749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1151746.500000 Penalty: 2989.765869
	Iteration 56Q: 3 clusters Score -1151746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1151745.375000 Penalty: 2989.765869
	Iteration 57Q: 3 clusters Score -1151745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1151747.625000 Penalty: 2989.765869
	Iteration 58Q: 3 clusters Score -1151748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1151748.000000 Penalty: 2989.765869
	Iteration 59Q: 3 clusters Score -1151748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1151748.250000 Penalty: 2989.765869
	Iteration 60F: 3 clusters Score -1151748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1151748.875000 Penalty: 2989.765869
	Iteration 61Q: 3 clusters Score -1151749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1151750.000000 Penalty: 2989.765869
	Iteration 62Q: 3 clusters Score -1151750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1151751.000000 Penalty: 2989.765869
	Iteration 63Q: 3 clusters Score -1151751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1151753.125000 Penalty: 2989.765869
	Iteration 64Q: 3 clusters Score -1151753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1151754.125000 Penalty: 2989.765869
	Iteration 65Q: 3 clusters Score -1151754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1151755.250000 Penalty: 2989.765869
	Iteration 66Q: 3 clusters Score -1151755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1151755.875000 Penalty: 2989.765869
	Iteration 67Q: 3 clusters Score -1151756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1151758.750000 Penalty: 2989.765869
	Iteration 68Q: 3 clusters Score -1151759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1151762.875000 Penalty: 2989.765869
	Iteration 69Q: 3 clusters Score -1151763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1151766.125000 Penalty: 2989.765869
	Iteration 70Q: 3 clusters Score -1151766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1151765.500000 Penalty: 2989.765869
	Iteration 71Q: 3 clusters Score -1151766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1151767.625000 Penalty: 2989.765869
	Iteration 72Q: 3 clusters Score -1151768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1151768.500000 Penalty: 2989.765869
	Iteration 73Q: 3 clusters Score -1151768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1151771.250000 Penalty: 2989.765869
	Iteration 74Q: 3 clusters Score -1151771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1151771.875000 Penalty: 2989.765869
	Iteration 75Q: 3 clusters Score -1151772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1151773.500000 Penalty: 2989.765869
	Iteration 76Q: 3 clusters Score -1151774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1151776.375000 Penalty: 2989.765869
	Iteration 77Q: 3 clusters Score -1151776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1151779.000000 Penalty: 2989.765869
	Iteration 78Q: 3 clusters Score -1151779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1151780.250000 Penalty: 2989.765869
	Iteration 79Q: 3 clusters Score -1151780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1151780.625000 Penalty: 2989.765869
	Iteration 80F: 3 clusters Score -1151781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1151784.625000 Penalty: 2989.765869
	Iteration 81Q: 3 clusters Score -1151785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1151787.625000 Penalty: 2989.765869
	Iteration 82Q: 3 clusters Score -1151788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1151786.000000 Penalty: 2989.765869
	Iteration 83Q: 3 clusters Score -1151786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1151785.000000 Penalty: 2989.765869
	Iteration 84Q: 3 clusters Score -1151785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1151785.875000 Penalty: 2989.765869
	Iteration 85Q: 3 clusters Score -1151786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1151785.875000 Penalty: 2989.765869
	Iteration 86F: 3 clusters Score -1151786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (99000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99000 members 
Entering Unmasked Estep 
Score: -12392215.000000 Penalty: 1869.217285
	Iteration 0F: 2 clusters Score -1.239222e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49569 members 
Mstep: Class 2 contains 49431 members 
Entering Unmasked Estep 
Score: -12327677.000000 Penalty: 3738.434570
	Iteration 0F: 3 clusters Score -1.232768e+07 nChanged 47426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 47827 members 
Entering Unmasked Estep 
Score: -12355431.000000 Penalty: 3738.434570
	Iteration 1F: 3 clusters Score -1.235543e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52064 members 
Mstep: Class 2 contains 46936 members 
Entering Unmasked Estep 
Score: -12356380.000000 Penalty: 3738.434570
	Iteration 2Q: 3 clusters Score -1.235638e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53320 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -12357352.000000 Penalty: 3738.434570
	Iteration 3Q: 3 clusters Score -1.235735e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55038 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -12358689.000000 Penalty: 3738.434570
	Iteration 4Q: 3 clusters Score -1.235869e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57428 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -12360648.000000 Penalty: 3738.434570
	Iteration 5Q: 3 clusters Score -1.236065e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60718 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -12363695.000000 Penalty: 3738.434570
	Iteration 6F: 3 clusters Score -1.23637e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64973 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -12368189.000000 Penalty: 3738.434570
	Iteration 7F: 3 clusters Score -1.236819e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69465 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -12373529.000000 Penalty: 3738.434570
	Iteration 8F: 3 clusters Score -1.237353e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73537 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -12378352.000000 Penalty: 3738.434570
	Iteration 9F: 3 clusters Score -1.237835e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76733 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -12381471.000000 Penalty: 3738.434570
	Iteration 10Q: 3 clusters Score -1.238147e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79236 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -12383430.000000 Penalty: 3738.434570
	Iteration 11Q: 3 clusters Score -1.238343e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81438 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -12384758.000000 Penalty: 3738.434570
	Iteration 12Q: 3 clusters Score -1.238476e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83389 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -12385766.000000 Penalty: 3738.434570
	Iteration 13Q: 3 clusters Score -1.238577e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85251 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -12386661.000000 Penalty: 3738.434570
	Iteration 14Q: 3 clusters Score -1.238666e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86983 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -12387510.000000 Penalty: 3738.434570
	Iteration 15Q: 3 clusters Score -1.238751e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88556 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -12388262.000000 Penalty: 3738.434570
	Iteration 16Q: 3 clusters Score -1.238826e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89937 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -12388998.000000 Penalty: 3738.434570
	Iteration 17Q: 3 clusters Score -1.2389e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91224 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -12389623.000000 Penalty: 3738.434570
	Iteration 18Q: 3 clusters Score -1.238962e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92387 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -12390123.000000 Penalty: 3738.434570
	Iteration 19Q: 3 clusters Score -1.239012e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93441 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -12390577.000000 Penalty: 3738.434570
	Iteration 20F: 3 clusters Score -1.239058e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94365 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -12390959.000000 Penalty: 3738.434570
	Iteration 21Q: 3 clusters Score -1.239096e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95143 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -12391219.000000 Penalty: 3738.434570
	Iteration 22Q: 3 clusters Score -1.239122e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95807 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -12391334.000000 Penalty: 3738.434570
	Iteration 23Q: 3 clusters Score -1.239133e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96330 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -12391381.000000 Penalty: 3738.434570
	Iteration 24Q: 3 clusters Score -1.239138e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96703 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -12391391.000000 Penalty: 3738.434570
	Iteration 25Q: 3 clusters Score -1.239139e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96982 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -12391443.000000 Penalty: 3738.434570
	Iteration 26Q: 3 clusters Score -1.239144e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97197 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -12391403.000000 Penalty: 3738.434570
	Iteration 27Q: 3 clusters Score -1.23914e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97358 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -12391391.000000 Penalty: 3738.434570
	Iteration 28Q: 3 clusters Score -1.239139e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97473 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -12391356.000000 Penalty: 3738.434570
	Iteration 29Q: 3 clusters Score -1.239136e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97569 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -12391330.000000 Penalty: 3738.434570
	Iteration 30Q: 3 clusters Score -1.239133e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97625 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -12391309.000000 Penalty: 3738.434570
	Iteration 31Q: 3 clusters Score -1.239131e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97677 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -12391313.000000 Penalty: 3738.434570
	Iteration 32Q: 3 clusters Score -1.239131e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97724 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -12391295.000000 Penalty: 3738.434570
	Iteration 33Q: 3 clusters Score -1.23913e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97752 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -12391290.000000 Penalty: 3738.434570
	Iteration 34Q: 3 clusters Score -1.239129e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97769 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -12391282.000000 Penalty: 3738.434570
	Iteration 35Q: 3 clusters Score -1.239128e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97792 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -12391267.000000 Penalty: 3738.434570
	Iteration 36Q: 3 clusters Score -1.239127e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97813 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -12391284.000000 Penalty: 3738.434570
	Iteration 37Q: 3 clusters Score -1.239128e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97825 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -12391292.000000 Penalty: 3738.434570
	Iteration 38Q: 3 clusters Score -1.239129e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97837 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -12391300.000000 Penalty: 3738.434570
	Iteration 39Q: 3 clusters Score -1.23913e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97846 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -12391293.000000 Penalty: 3738.434570
	Iteration 40F: 3 clusters Score -1.239129e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97858 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -12391274.000000 Penalty: 3738.434570
	Iteration 41Q: 3 clusters Score -1.239127e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97868 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -12391282.000000 Penalty: 3738.434570
	Iteration 42Q: 3 clusters Score -1.239128e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97880 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -12391294.000000 Penalty: 3738.434570
	Iteration 43Q: 3 clusters Score -1.239129e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97889 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -12391310.000000 Penalty: 3738.434570
	Iteration 44Q: 3 clusters Score -1.239131e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97893 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -12391291.000000 Penalty: 3738.434570
	Iteration 45Q: 3 clusters Score -1.239129e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97903 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -12391297.000000 Penalty: 3738.434570
	Iteration 46Q: 3 clusters Score -1.23913e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97913 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -12391303.000000 Penalty: 3738.434570
	Iteration 47Q: 3 clusters Score -1.23913e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97924 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -12391314.000000 Penalty: 3738.434570
	Iteration 48Q: 3 clusters Score -1.239131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97933 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -12391308.000000 Penalty: 3738.434570
	Iteration 49Q: 3 clusters Score -1.239131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97941 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -12391316.000000 Penalty: 3738.434570
	Iteration 50Q: 3 clusters Score -1.239132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97948 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -12391323.000000 Penalty: 3738.434570
	Iteration 51Q: 3 clusters Score -1.239132e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97958 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -12391299.000000 Penalty: 3738.434570
	Iteration 52Q: 3 clusters Score -1.23913e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97966 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -12391303.000000 Penalty: 3738.434570
	Iteration 53Q: 3 clusters Score -1.23913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97968 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -12391305.000000 Penalty: 3738.434570
	Iteration 54Q: 3 clusters Score -1.23913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97970 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -12391300.000000 Penalty: 3738.434570
	Iteration 55Q: 3 clusters Score -1.23913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97971 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -12391300.000000 Penalty: 3738.434570
	Iteration 56Q: 3 clusters Score -1.23913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97973 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -12391308.000000 Penalty: 3738.434570
	Iteration 57Q: 3 clusters Score -1.239131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97974 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -12391307.000000 Penalty: 3738.434570
	Iteration 58Q: 3 clusters Score -1.239131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97977 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -12391306.000000 Penalty: 3738.434570
	Iteration 59Q: 3 clusters Score -1.239131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97983 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -12391314.000000 Penalty: 3738.434570
	Iteration 60F: 3 clusters Score -1.239131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97988 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -12391308.000000 Penalty: 3738.434570
	Iteration 61Q: 3 clusters Score -1.239131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97993 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -12391300.000000 Penalty: 3738.434570
	Iteration 62Q: 3 clusters Score -1.23913e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97992 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -12391312.000000 Penalty: 3738.434570
	Iteration 63Q: 3 clusters Score -1.239131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97994 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -12391309.000000 Penalty: 3738.434570
	Iteration 64Q: 3 clusters Score -1.239131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97993 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -12391314.000000 Penalty: 3738.434570
	Iteration 65Q: 3 clusters Score -1.239131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97992 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -12391303.000000 Penalty: 3738.434570
	Iteration 66Q: 3 clusters Score -1.23913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97993 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -12391307.000000 Penalty: 3738.434570
	Iteration 67Q: 3 clusters Score -1.239131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97996 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -12391307.000000 Penalty: 3738.434570
	Iteration 68Q: 3 clusters Score -1.239131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97996 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -12391303.000000 Penalty: 3738.434570
	Iteration 69Q: 3 clusters Score -1.23913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97998 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -12391306.000000 Penalty: 3738.434570
	Iteration 70Q: 3 clusters Score -1.239131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98000 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -12391305.000000 Penalty: 3738.434570
	Iteration 71Q: 3 clusters Score -1.23913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98001 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -12391301.000000 Penalty: 3738.434570
	Iteration 72Q: 3 clusters Score -1.23913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98000 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -12391300.000000 Penalty: 3738.434570
	Iteration 73Q: 3 clusters Score -1.23913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98000 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -12391300.000000 Penalty: 3738.434570
	Iteration 74F: 3 clusters Score -1.23913e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -83493.875000 Penalty: 1066.626587
	Iteration 0F: 2 clusters Score -83493.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -82243.359375 Penalty: 2133.253174
	Iteration 0F: 3 clusters Score -82243.36 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -82446.523438 Penalty: 2133.253174
	Iteration 1F: 3 clusters Score -82446.52 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -82517.156250 Penalty: 2133.253174
	Iteration 2F: 3 clusters Score -82517.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -82555.265625 Penalty: 2133.253174
	Iteration 3Q: 3 clusters Score -82555.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -82575.609375 Penalty: 2133.253174
	Iteration 4Q: 3 clusters Score -82575.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -82589.468750 Penalty: 2133.253174
	Iteration 5Q: 3 clusters Score -82589.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -82598.320312 Penalty: 2133.253174
	Iteration 6Q: 3 clusters Score -82598.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -82606.164062 Penalty: 2133.253174
	Iteration 7Q: 3 clusters Score -82606.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -82617.187500 Penalty: 2133.253174
	Iteration 8Q: 3 clusters Score -82617.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -82621.296875 Penalty: 2133.253174
	Iteration 9Q: 3 clusters Score -82621.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -82623.929688 Penalty: 2133.253174
	Iteration 10Q: 3 clusters Score -82623.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -82624.335938 Penalty: 2133.253174
	Iteration 11Q: 3 clusters Score -82624.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -82624.335938 Penalty: 2133.253174
	Iteration 12F: 3 clusters Score -82624.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Entering Unmasked Estep 
Score: -846257.750000 Penalty: 1432.618164
	Iteration 0F: 2 clusters Score -846257.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -841159.062500 Penalty: 2865.236328
	Iteration 0F: 3 clusters Score -841159.1 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -842667.375000 Penalty: 2865.236328
	Iteration 1F: 3 clusters Score -842667.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -842873.312500 Penalty: 2865.236328
	Iteration 2F: 3 clusters Score -842873.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -843006.750000 Penalty: 2865.236328
	Iteration 3Q: 3 clusters Score -843006.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -843109.375000 Penalty: 2865.236328
	Iteration 4Q: 3 clusters Score -843109.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -843219.500000 Penalty: 2865.236328
	Iteration 5Q: 3 clusters Score -843219.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -843352.437500 Penalty: 2865.236328
	Iteration 6Q: 3 clusters Score -843352.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -843524.375000 Penalty: 2865.236328
	Iteration 7Q: 3 clusters Score -843524.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -843740.375000 Penalty: 2865.236328
	Iteration 8Q: 3 clusters Score -843740.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -843980.875000 Penalty: 2865.236328
	Iteration 9Q: 3 clusters Score -843980.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -844225.312500 Penalty: 2865.236328
	Iteration 10Q: 3 clusters Score -844225.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -844442.750000 Penalty: 2865.236328
	Iteration 11Q: 3 clusters Score -844442.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -844635.000000 Penalty: 2865.236328
	Iteration 12Q: 3 clusters Score -844635 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -844763.125000 Penalty: 2865.236328
	Iteration 13Q: 3 clusters Score -844763.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -844849.812500 Penalty: 2865.236328
	Iteration 14Q: 3 clusters Score -844849.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -844913.187500 Penalty: 2865.236328
	Iteration 15Q: 3 clusters Score -844913.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -844949.625000 Penalty: 2865.236328
	Iteration 16Q: 3 clusters Score -844949.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -844978.562500 Penalty: 2865.236328
	Iteration 17Q: 3 clusters Score -844978.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -845008.250000 Penalty: 2865.236328
	Iteration 18Q: 3 clusters Score -845008.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -845033.687500 Penalty: 2865.236328
	Iteration 19Q: 3 clusters Score -845033.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -845053.937500 Penalty: 2865.236328
	Iteration 20F: 3 clusters Score -845053.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -845072.687500 Penalty: 2865.236328
	Iteration 21Q: 3 clusters Score -845072.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -845089.375000 Penalty: 2865.236328
	Iteration 22Q: 3 clusters Score -845089.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -845099.625000 Penalty: 2865.236328
	Iteration 23Q: 3 clusters Score -845099.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -845102.000000 Penalty: 2865.236328
	Iteration 24Q: 3 clusters Score -845102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -845106.062500 Penalty: 2865.236328
	Iteration 25Q: 3 clusters Score -845106.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -845111.937500 Penalty: 2865.236328
	Iteration 26Q: 3 clusters Score -845111.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -845115.812500 Penalty: 2865.236328
	Iteration 27Q: 3 clusters Score -845115.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -845117.125000 Penalty: 2865.236328
	Iteration 28Q: 3 clusters Score -845117.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -845117.875000 Penalty: 2865.236328
	Iteration 29Q: 3 clusters Score -845117.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -845117.312500 Penalty: 2865.236328
	Iteration 30Q: 3 clusters Score -845117.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -845117.500000 Penalty: 2865.236328
	Iteration 31Q: 3 clusters Score -845117.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -845118.625000 Penalty: 2865.236328
	Iteration 32Q: 3 clusters Score -845118.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -845118.312500 Penalty: 2865.236328
	Iteration 33Q: 3 clusters Score -845118.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -845118.312500 Penalty: 2865.236328
	Iteration 34F: 3 clusters Score -845118.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Entering Unmasked Estep 
Score: -404568.343750 Penalty: 1322.895996
	Iteration 0F: 2 clusters Score -404568.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -401578.531250 Penalty: 2645.791992
	Iteration 0F: 3 clusters Score -401578.5 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -402436.968750 Penalty: 2645.791992
	Iteration 1F: 3 clusters Score -402437 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -402686.312500 Penalty: 2645.791992
	Iteration 2F: 3 clusters Score -402686.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -402951.093750 Penalty: 2645.791992
	Iteration 3F: 3 clusters Score -402951.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -403206.750000 Penalty: 2645.791992
	Iteration 4F: 3 clusters Score -403206.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -403473.937500 Penalty: 2645.791992
	Iteration 5F: 3 clusters Score -403473.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -403719.531250 Penalty: 2645.791992
	Iteration 6F: 3 clusters Score -403719.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -403878.187500 Penalty: 2645.791992
	Iteration 7Q: 3 clusters Score -403878.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -403991.468750 Penalty: 2645.791992
	Iteration 8Q: 3 clusters Score -403991.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -404070.562500 Penalty: 2645.791992
	Iteration 9Q: 3 clusters Score -404070.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -404118.187500 Penalty: 2645.791992
	Iteration 10Q: 3 clusters Score -404118.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -404146.468750 Penalty: 2645.791992
	Iteration 11Q: 3 clusters Score -404146.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -404161.031250 Penalty: 2645.791992
	Iteration 12Q: 3 clusters Score -404161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -404167.468750 Penalty: 2645.791992
	Iteration 13Q: 3 clusters Score -404167.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -404170.281250 Penalty: 2645.791992
	Iteration 14Q: 3 clusters Score -404170.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -404170.437500 Penalty: 2645.791992
	Iteration 15Q: 3 clusters Score -404170.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -404170.437500 Penalty: 2645.791992
	Iteration 16F: 3 clusters Score -404170.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Entering Unmasked Estep 
Score: -412098.468750 Penalty: 1321.850952
	Iteration 0F: 2 clusters Score -412098.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -409154.218750 Penalty: 2643.701904
	Iteration 0F: 3 clusters Score -409154.2 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -409903.593750 Penalty: 2643.701904
	Iteration 1F: 3 clusters Score -409903.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -410063.843750 Penalty: 2643.701904
	Iteration 2F: 3 clusters Score -410063.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -410181.125000 Penalty: 2643.701904
	Iteration 3F: 3 clusters Score -410181.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -410261.531250 Penalty: 2643.701904
	Iteration 4Q: 3 clusters Score -410261.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -410318.562500 Penalty: 2643.701904
	Iteration 5Q: 3 clusters Score -410318.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -410372.562500 Penalty: 2643.701904
	Iteration 6Q: 3 clusters Score -410372.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -410420.750000 Penalty: 2643.701904
	Iteration 7Q: 3 clusters Score -410420.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -410461.500000 Penalty: 2643.701904
	Iteration 8Q: 3 clusters Score -410461.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -410493.625000 Penalty: 2643.701904
	Iteration 9Q: 3 clusters Score -410493.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -410530.125000 Penalty: 2643.701904
	Iteration 10Q: 3 clusters Score -410530.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -410579.625000 Penalty: 2643.701904
	Iteration 11Q: 3 clusters Score -410579.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -410617.031250 Penalty: 2643.701904
	Iteration 12Q: 3 clusters Score -410617 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -410645.875000 Penalty: 2643.701904
	Iteration 13Q: 3 clusters Score -410645.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -410678.656250 Penalty: 2643.701904
	Iteration 14Q: 3 clusters Score -410678.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -410715.906250 Penalty: 2643.701904
	Iteration 15Q: 3 clusters Score -410715.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -410756.718750 Penalty: 2643.701904
	Iteration 16Q: 3 clusters Score -410756.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -410796.156250 Penalty: 2643.701904
	Iteration 17Q: 3 clusters Score -410796.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -410819.531250 Penalty: 2643.701904
	Iteration 18Q: 3 clusters Score -410819.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -410839.343750 Penalty: 2643.701904
	Iteration 19Q: 3 clusters Score -410839.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -410858.250000 Penalty: 2643.701904
	Iteration 20F: 3 clusters Score -410858.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -410880.125000 Penalty: 2643.701904
	Iteration 21Q: 3 clusters Score -410880.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -410894.187500 Penalty: 2643.701904
	Iteration 22Q: 3 clusters Score -410894.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -410906.718750 Penalty: 2643.701904
	Iteration 23Q: 3 clusters Score -410906.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -410919.125000 Penalty: 2643.701904
	Iteration 24Q: 3 clusters Score -410919.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -410928.500000 Penalty: 2643.701904
	Iteration 25Q: 3 clusters Score -410928.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -410934.718750 Penalty: 2643.701904
	Iteration 26Q: 3 clusters Score -410934.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -410939.531250 Penalty: 2643.701904
	Iteration 27Q: 3 clusters Score -410939.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -410942.687500 Penalty: 2643.701904
	Iteration 28Q: 3 clusters Score -410942.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -410944.500000 Penalty: 2643.701904
	Iteration 29Q: 3 clusters Score -410944.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -410946.468750 Penalty: 2643.701904
	Iteration 30Q: 3 clusters Score -410946.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -410947.062500 Penalty: 2643.701904
	Iteration 31Q: 3 clusters Score -410947.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -410947.093750 Penalty: 2643.701904
	Iteration 32Q: 3 clusters Score -410947.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -410947.718750 Penalty: 2643.701904
	Iteration 33Q: 3 clusters Score -410947.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -410948.843750 Penalty: 2643.701904
	Iteration 34Q: 3 clusters Score -410948.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -410949.687500 Penalty: 2643.701904
	Iteration 35Q: 3 clusters Score -410949.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -410950.187500 Penalty: 2643.701904
	Iteration 36Q: 3 clusters Score -410950.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -410951.062500 Penalty: 2643.701904
	Iteration 37Q: 3 clusters Score -410951.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -410951.062500 Penalty: 2643.701904
	Iteration 38F: 3 clusters Score -410951.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Entering Unmasked Estep 
Score: -228179.671875 Penalty: 1227.409058
	Iteration 0F: 2 clusters Score -228179.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -226197.171875 Penalty: 2454.818115
	Iteration 0F: 3 clusters Score -226197.2 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -226664.171875 Penalty: 2454.818115
	Iteration 1F: 3 clusters Score -226664.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -226824.656250 Penalty: 2454.818115
	Iteration 2F: 3 clusters Score -226824.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -226997.546875 Penalty: 2454.818115
	Iteration 3F: 3 clusters Score -226997.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -227253.250000 Penalty: 2454.818115
	Iteration 4F: 3 clusters Score -227253.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -227599.812500 Penalty: 2454.818115
	Iteration 5F: 3 clusters Score -227599.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -227857.906250 Penalty: 2454.818115
	Iteration 6F: 3 clusters Score -227857.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -228007.687500 Penalty: 2454.818115
	Iteration 7F: 3 clusters Score -228007.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -228129.718750 Penalty: 2454.818115
	Iteration 8Q: 3 clusters Score -228129.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -228206.937500 Penalty: 2454.818115
	Iteration 9Q: 3 clusters Score -228206.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -228248.703125 Penalty: 2454.818115
	Iteration 10Q: 3 clusters Score -228248.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -228281.578125 Penalty: 2454.818115
	Iteration 11Q: 3 clusters Score -228281.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -228292.171875 Penalty: 2454.818115
	Iteration 12Q: 3 clusters Score -228292.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -228301.031250 Penalty: 2454.818115
	Iteration 13Q: 3 clusters Score -228301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -228305.375000 Penalty: 2454.818115
	Iteration 14Q: 3 clusters Score -228305.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -228307.562500 Penalty: 2454.818115
	Iteration 15Q: 3 clusters Score -228307.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -228307.734375 Penalty: 2454.818115
	Iteration 16Q: 3 clusters Score -228307.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -228308.406250 Penalty: 2454.818115
	Iteration 17Q: 3 clusters Score -228308.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -228308.843750 Penalty: 2454.818115
	Iteration 18Q: 3 clusters Score -228308.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -228308.843750 Penalty: 2454.818115
	Iteration 19F: 3 clusters Score -228308.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 110922 members 
Mstep: Class 3 contains 6580 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 42847 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 6938 members 
Mstep: Class 9 contains 91701 members 
Mstep: Class 10 contains 80440 members 
Mstep: Class 11 contains 97760 members 
Mstep: Class 12 contains 48102 members 
Mstep: Class 13 contains 5012 members 
Mstep: Class 14 contains 100840 members 
Mstep: Class 15 contains 3059 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 5643 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24175 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9890 members 
Mstep: Class 25 contains 99000 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 3432 members 
Mstep: Class 29 contains 3410 members 
Mstep: Class 30 contains 1085 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 303 members 
Mstep: Class 33 contains 13611 members 
Mstep: Class 34 contains 10144 members 
Mstep: Class 35 contains 9826 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 101626 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8104 members 
Mstep: Class 41 contains 1685 members 
Mstep: Class 42 contains 822 members 
Entering Unmasked Estep 
Score: -111783144.000000 Penalty: 93710.203125
Splitting cluster 30 changes total score from -111784024.000000 to -111783144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Entering Unmasked Estep 
Score: -84073.968750 Penalty: 1094.564331
	Iteration 0F: 2 clusters Score -84073.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -82724.046875 Penalty: 2189.128662
	Iteration 0F: 3 clusters Score -82724.05 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -82976.539062 Penalty: 2189.128662
	Iteration 1F: 3 clusters Score -82976.54 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -83105.273438 Penalty: 2189.128662
	Iteration 2F: 3 clusters Score -83105.27 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -83243.796875 Penalty: 2189.128662
	Iteration 3F: 3 clusters Score -83243.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -83361.171875 Penalty: 2189.128662
	Iteration 4F: 3 clusters Score -83361.17 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -83473.710938 Penalty: 2189.128662
	Iteration 5Q: 3 clusters Score -83473.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -83537.984375 Penalty: 2189.128662
	Iteration 6Q: 3 clusters Score -83537.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -83565.062500 Penalty: 2189.128662
	Iteration 7Q: 3 clusters Score -83565.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -83602.445312 Penalty: 2189.128662
	Iteration 8Q: 3 clusters Score -83602.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -83632.070312 Penalty: 2189.128662
	Iteration 9Q: 3 clusters Score -83632.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -83667.539062 Penalty: 2189.128662
	Iteration 10Q: 3 clusters Score -83667.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -83682.117188 Penalty: 2189.128662
	Iteration 11Q: 3 clusters Score -83682.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -83697.414062 Penalty: 2189.128662
	Iteration 12Q: 3 clusters Score -83697.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -83706.585938 Penalty: 2189.128662
	Iteration 13Q: 3 clusters Score -83706.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -83708.742188 Penalty: 2189.128662
	Iteration 14Q: 3 clusters Score -83708.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -83712.789062 Penalty: 2189.128662
	Iteration 15Q: 3 clusters Score -83712.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -83712.789062 Penalty: 2189.128662
	Iteration 16F: 3 clusters Score -83712.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -10553.490234 Penalty: 928.481567
	Iteration 0F: 2 clusters Score -10553.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9860.688477 Penalty: 1856.963135
	Iteration 0F: 3 clusters Score -9860.688 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -10396.695312 Penalty: 1856.963135
	Iteration 1F: 3 clusters Score -10396.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -10584.828125 Penalty: 1856.963135
	Iteration 2F: 3 clusters Score -10584.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -10758.244141 Penalty: 1856.963135
	Iteration 3Q: 3 clusters Score -10758.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -10850.051758 Penalty: 1856.963135
	Iteration 4Q: 3 clusters Score -10850.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11114.557617 Penalty: 1856.963135
	Iteration 5Q: 3 clusters Score -11114.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -11185.860352 Penalty: 1856.963135
	Iteration 6Q: 3 clusters Score -11185.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -11219.721680 Penalty: 1856.963135
	Iteration 7Q: 3 clusters Score -11219.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -11259.296875 Penalty: 1856.963135
	Iteration 8Q: 3 clusters Score -11259.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -11290.741211 Penalty: 1856.963135
	Iteration 9Q: 3 clusters Score -11290.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -11303.688477 Penalty: 1856.963135
	Iteration 10Q: 3 clusters Score -11303.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -11314.249023 Penalty: 1856.963135
	Iteration 11F: 3 clusters Score -11314.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -11321.575195 Penalty: 1856.963135
	Iteration 12Q: 3 clusters Score -11321.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -11329.331055 Penalty: 1856.963135
	Iteration 13Q: 3 clusters Score -11329.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -11346.083008 Penalty: 1856.963135
	Iteration 14Q: 3 clusters Score -11346.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -11361.119141 Penalty: 1856.963135
	Iteration 15Q: 3 clusters Score -11361.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -11369.703125 Penalty: 1856.963135
	Iteration 16Q: 3 clusters Score -11369.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -11369.703125 Penalty: 1856.963135
	Iteration 17F: 3 clusters Score -11369.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 110922 members 
Mstep: Class 3 contains 6580 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 42847 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 6938 members 
Mstep: Class 9 contains 91701 members 
Mstep: Class 10 contains 80440 members 
Mstep: Class 11 contains 97760 members 
Mstep: Class 12 contains 48102 members 
Mstep: Class 13 contains 5012 members 
Mstep: Class 14 contains 100840 members 
Mstep: Class 15 contains 3059 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 5643 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24175 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9890 members 
Mstep: Class 25 contains 99000 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 3432 members 
Mstep: Class 29 contains 3410 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 122 members 
Mstep: Class 33 contains 13611 members 
Mstep: Class 34 contains 10144 members 
Mstep: Class 35 contains 9826 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 101626 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8104 members 
Mstep: Class 41 contains 1685 members 
Mstep: Class 42 contains 181 members 
Entering Unmasked Estep 
Score: -111783472.000000 Penalty: 93710.203125
Splitting cluster 32 changes total score from -111784024.000000 to -111783472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (13611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Entering Unmasked Estep 
Score: -1700973.375000 Penalty: 1546.777954
	Iteration 0F: 2 clusters Score -1700973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1691545.250000 Penalty: 3093.555908
	Iteration 0F: 3 clusters Score -1691545 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1694902.500000 Penalty: 3093.555908
	Iteration 1F: 3 clusters Score -1694902 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1695471.250000 Penalty: 3093.555908
	Iteration 2F: 3 clusters Score -1695471 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1696079.625000 Penalty: 3093.555908
	Iteration 3F: 3 clusters Score -1696080 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1696773.125000 Penalty: 3093.555908
	Iteration 4F: 3 clusters Score -1696773 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1697341.125000 Penalty: 3093.555908
	Iteration 5F: 3 clusters Score -1697341 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1697826.750000 Penalty: 3093.555908
	Iteration 6F: 3 clusters Score -1697827 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1698207.500000 Penalty: 3093.555908
	Iteration 7Q: 3 clusters Score -1698208 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1698495.500000 Penalty: 3093.555908
	Iteration 8Q: 3 clusters Score -1698496 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1698720.375000 Penalty: 3093.555908
	Iteration 9Q: 3 clusters Score -1698720 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1698885.125000 Penalty: 3093.555908
	Iteration 10Q: 3 clusters Score -1698885 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1698989.625000 Penalty: 3093.555908
	Iteration 11Q: 3 clusters Score -1698990 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1699060.375000 Penalty: 3093.555908
	Iteration 12Q: 3 clusters Score -1699060 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1699115.500000 Penalty: 3093.555908
	Iteration 13Q: 3 clusters Score -1699116 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1699150.500000 Penalty: 3093.555908
	Iteration 14Q: 3 clusters Score -1699150 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1699175.375000 Penalty: 3093.555908
	Iteration 15Q: 3 clusters Score -1699175 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1699206.500000 Penalty: 3093.555908
	Iteration 16Q: 3 clusters Score -1699206 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1699224.500000 Penalty: 3093.555908
	Iteration 17Q: 3 clusters Score -1699224 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1699245.750000 Penalty: 3093.555908
	Iteration 18Q: 3 clusters Score -1699246 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1699258.875000 Penalty: 3093.555908
	Iteration 19Q: 3 clusters Score -1699259 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1699271.000000 Penalty: 3093.555908
	Iteration 20F: 3 clusters Score -1699271 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1699291.250000 Penalty: 3093.555908
	Iteration 21Q: 3 clusters Score -1699291 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1699302.875000 Penalty: 3093.555908
	Iteration 22Q: 3 clusters Score -1699303 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1699317.000000 Penalty: 3093.555908
	Iteration 23Q: 3 clusters Score -1699317 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1699326.250000 Penalty: 3093.555908
	Iteration 24Q: 3 clusters Score -1699326 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1699335.875000 Penalty: 3093.555908
	Iteration 25Q: 3 clusters Score -1699336 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1699350.125000 Penalty: 3093.555908
	Iteration 26Q: 3 clusters Score -1699350 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1699361.000000 Penalty: 3093.555908
	Iteration 27Q: 3 clusters Score -1699361 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1699368.125000 Penalty: 3093.555908
	Iteration 28Q: 3 clusters Score -1699368 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1699382.250000 Penalty: 3093.555908
	Iteration 29Q: 3 clusters Score -1699382 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1699384.250000 Penalty: 3093.555908
	Iteration 30Q: 3 clusters Score -1699384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1699392.000000 Penalty: 3093.555908
	Iteration 31Q: 3 clusters Score -1699392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1699399.000000 Penalty: 3093.555908
	Iteration 32Q: 3 clusters Score -1699399 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1699398.000000 Penalty: 3093.555908
	Iteration 33Q: 3 clusters Score -1699398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1699404.625000 Penalty: 3093.555908
	Iteration 34Q: 3 clusters Score -1699405 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1699409.500000 Penalty: 3093.555908
	Iteration 35Q: 3 clusters Score -1699410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1699416.125000 Penalty: 3093.555908
	Iteration 36Q: 3 clusters Score -1699416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1699424.625000 Penalty: 3093.555908
	Iteration 37Q: 3 clusters Score -1699425 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1699434.750000 Penalty: 3093.555908
	Iteration 38Q: 3 clusters Score -1699435 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1699444.750000 Penalty: 3093.555908
	Iteration 39Q: 3 clusters Score -1699445 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1699453.250000 Penalty: 3093.555908
	Iteration 40F: 3 clusters Score -1699453 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1699466.250000 Penalty: 3093.555908
	Iteration 41Q: 3 clusters Score -1699466 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1699468.125000 Penalty: 3093.555908
	Iteration 42Q: 3 clusters Score -1699468 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1699480.875000 Penalty: 3093.555908
	Iteration 43Q: 3 clusters Score -1699481 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1699495.375000 Penalty: 3093.555908
	Iteration 44Q: 3 clusters Score -1699495 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1699497.875000 Penalty: 3093.555908
	Iteration 45Q: 3 clusters Score -1699498 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1699507.000000 Penalty: 3093.555908
	Iteration 46Q: 3 clusters Score -1699507 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1699515.750000 Penalty: 3093.555908
	Iteration 47Q: 3 clusters Score -1699516 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1699530.375000 Penalty: 3093.555908
	Iteration 48Q: 3 clusters Score -1699530 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1699540.750000 Penalty: 3093.555908
	Iteration 49Q: 3 clusters Score -1699541 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1699548.500000 Penalty: 3093.555908
	Iteration 50Q: 3 clusters Score -1699548 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1699563.000000 Penalty: 3093.555908
	Iteration 51Q: 3 clusters Score -1699563 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1699580.500000 Penalty: 3093.555908
	Iteration 52Q: 3 clusters Score -1699580 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1699597.125000 Penalty: 3093.555908
	Iteration 53Q: 3 clusters Score -1699597 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1699601.250000 Penalty: 3093.555908
	Iteration 54Q: 3 clusters Score -1699601 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1699612.875000 Penalty: 3093.555908
	Iteration 55Q: 3 clusters Score -1699613 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1699624.375000 Penalty: 3093.555908
	Iteration 56Q: 3 clusters Score -1699624 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1699637.875000 Penalty: 3093.555908
	Iteration 57Q: 3 clusters Score -1699638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1699641.750000 Penalty: 3093.555908
	Iteration 58Q: 3 clusters Score -1699642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1699650.625000 Penalty: 3093.555908
	Iteration 59Q: 3 clusters Score -1699651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1699657.250000 Penalty: 3093.555908
	Iteration 60F: 3 clusters Score -1699657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1699657.875000 Penalty: 3093.555908
	Iteration 61Q: 3 clusters Score -1699658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1699660.625000 Penalty: 3093.555908
	Iteration 62Q: 3 clusters Score -1699661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1699667.375000 Penalty: 3093.555908
	Iteration 63Q: 3 clusters Score -1699667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1699674.500000 Penalty: 3093.555908
	Iteration 64Q: 3 clusters Score -1699674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1699674.125000 Penalty: 3093.555908
	Iteration 65Q: 3 clusters Score -1699674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1699675.750000 Penalty: 3093.555908
	Iteration 66Q: 3 clusters Score -1699676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1699676.125000 Penalty: 3093.555908
	Iteration 67Q: 3 clusters Score -1699676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1699677.625000 Penalty: 3093.555908
	Iteration 68Q: 3 clusters Score -1699678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1699680.375000 Penalty: 3093.555908
	Iteration 69Q: 3 clusters Score -1699680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1699681.750000 Penalty: 3093.555908
	Iteration 70Q: 3 clusters Score -1699682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1699680.500000 Penalty: 3093.555908
	Iteration 71Q: 3 clusters Score -1699680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1699680.750000 Penalty: 3093.555908
	Iteration 72Q: 3 clusters Score -1699681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1699685.875000 Penalty: 3093.555908
	Iteration 73Q: 3 clusters Score -1699686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1699683.875000 Penalty: 3093.555908
	Iteration 74Q: 3 clusters Score -1699684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1699683.250000 Penalty: 3093.555908
	Iteration 75Q: 3 clusters Score -1699683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1699684.625000 Penalty: 3093.555908
	Iteration 76Q: 3 clusters Score -1699685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1699683.750000 Penalty: 3093.555908
	Iteration 77Q: 3 clusters Score -1699684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1699686.250000 Penalty: 3093.555908
	Iteration 78Q: 3 clusters Score -1699686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1699687.125000 Penalty: 3093.555908
	Iteration 79Q: 3 clusters Score -1699687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1699687.125000 Penalty: 3093.555908
	Iteration 80F: 3 clusters Score -1699687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Entering Unmasked Estep 
Score: -1277124.375000 Penalty: 1499.003662
	Iteration 0F: 2 clusters Score -1277124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1269848.625000 Penalty: 2998.007324
	Iteration 0F: 3 clusters Score -1269849 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1272201.250000 Penalty: 2998.007324
	Iteration 1F: 3 clusters Score -1272201 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1272451.000000 Penalty: 2998.007324
	Iteration 2F: 3 clusters Score -1272451 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1272663.000000 Penalty: 2998.007324
	Iteration 3Q: 3 clusters Score -1272663 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1272873.500000 Penalty: 2998.007324
	Iteration 4Q: 3 clusters Score -1272874 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1273104.125000 Penalty: 2998.007324
	Iteration 5Q: 3 clusters Score -1273104 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1273322.875000 Penalty: 2998.007324
	Iteration 6Q: 3 clusters Score -1273323 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1273514.625000 Penalty: 2998.007324
	Iteration 7Q: 3 clusters Score -1273515 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1273677.875000 Penalty: 2998.007324
	Iteration 8Q: 3 clusters Score -1273678 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1273842.875000 Penalty: 2998.007324
	Iteration 9Q: 3 clusters Score -1273843 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1274014.500000 Penalty: 2998.007324
	Iteration 10Q: 3 clusters Score -1274014 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1274161.875000 Penalty: 2998.007324
	Iteration 11Q: 3 clusters Score -1274162 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1274310.875000 Penalty: 2998.007324
	Iteration 12Q: 3 clusters Score -1274311 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1274474.750000 Penalty: 2998.007324
	Iteration 13Q: 3 clusters Score -1274475 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1274663.000000 Penalty: 2998.007324
	Iteration 14Q: 3 clusters Score -1274663 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1274842.125000 Penalty: 2998.007324
	Iteration 15Q: 3 clusters Score -1274842 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1275015.000000 Penalty: 2998.007324
	Iteration 16Q: 3 clusters Score -1275015 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1275182.250000 Penalty: 2998.007324
	Iteration 17Q: 3 clusters Score -1275182 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1275319.750000 Penalty: 2998.007324
	Iteration 18Q: 3 clusters Score -1275320 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1275417.375000 Penalty: 2998.007324
	Iteration 19Q: 3 clusters Score -1275417 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1275477.625000 Penalty: 2998.007324
	Iteration 20F: 3 clusters Score -1275478 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1275519.375000 Penalty: 2998.007324
	Iteration 21Q: 3 clusters Score -1275519 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1275565.875000 Penalty: 2998.007324
	Iteration 22Q: 3 clusters Score -1275566 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1275601.875000 Penalty: 2998.007324
	Iteration 23Q: 3 clusters Score -1275602 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1275631.625000 Penalty: 2998.007324
	Iteration 24Q: 3 clusters Score -1275632 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1275656.750000 Penalty: 2998.007324
	Iteration 25Q: 3 clusters Score -1275657 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1275675.375000 Penalty: 2998.007324
	Iteration 26Q: 3 clusters Score -1275675 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1275693.750000 Penalty: 2998.007324
	Iteration 27Q: 3 clusters Score -1275694 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1275709.250000 Penalty: 2998.007324
	Iteration 28Q: 3 clusters Score -1275709 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1275731.000000 Penalty: 2998.007324
	Iteration 29Q: 3 clusters Score -1275731 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1275756.000000 Penalty: 2998.007324
	Iteration 30Q: 3 clusters Score -1275756 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1275776.000000 Penalty: 2998.007324
	Iteration 31Q: 3 clusters Score -1275776 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1275796.250000 Penalty: 2998.007324
	Iteration 32Q: 3 clusters Score -1275796 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1275815.250000 Penalty: 2998.007324
	Iteration 33Q: 3 clusters Score -1275815 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1275841.125000 Penalty: 2998.007324
	Iteration 34Q: 3 clusters Score -1275841 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1275866.375000 Penalty: 2998.007324
	Iteration 35Q: 3 clusters Score -1275866 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1275889.875000 Penalty: 2998.007324
	Iteration 36Q: 3 clusters Score -1275890 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1275917.750000 Penalty: 2998.007324
	Iteration 37Q: 3 clusters Score -1275918 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1275938.000000 Penalty: 2998.007324
	Iteration 38Q: 3 clusters Score -1275938 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1275957.750000 Penalty: 2998.007324
	Iteration 39Q: 3 clusters Score -1275958 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1275973.875000 Penalty: 2998.007324
	Iteration 40F: 3 clusters Score -1275974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1275981.750000 Penalty: 2998.007324
	Iteration 41Q: 3 clusters Score -1275982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1275987.750000 Penalty: 2998.007324
	Iteration 42Q: 3 clusters Score -1275988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1275996.625000 Penalty: 2998.007324
	Iteration 43Q: 3 clusters Score -1275997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1276002.375000 Penalty: 2998.007324
	Iteration 44Q: 3 clusters Score -1276002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1276009.625000 Penalty: 2998.007324
	Iteration 45Q: 3 clusters Score -1276010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1276012.250000 Penalty: 2998.007324
	Iteration 46Q: 3 clusters Score -1276012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1276018.500000 Penalty: 2998.007324
	Iteration 47Q: 3 clusters Score -1276018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1276022.250000 Penalty: 2998.007324
	Iteration 48Q: 3 clusters Score -1276022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1276033.125000 Penalty: 2998.007324
	Iteration 49Q: 3 clusters Score -1276033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1276041.000000 Penalty: 2998.007324
	Iteration 50Q: 3 clusters Score -1276041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1276046.750000 Penalty: 2998.007324
	Iteration 51Q: 3 clusters Score -1276047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1276048.000000 Penalty: 2998.007324
	Iteration 52Q: 3 clusters Score -1276048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1276053.000000 Penalty: 2998.007324
	Iteration 53Q: 3 clusters Score -1276053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1276058.000000 Penalty: 2998.007324
	Iteration 54Q: 3 clusters Score -1276058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1276060.250000 Penalty: 2998.007324
	Iteration 55Q: 3 clusters Score -1276060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1276061.125000 Penalty: 2998.007324
	Iteration 56Q: 3 clusters Score -1276061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1276063.250000 Penalty: 2998.007324
	Iteration 57Q: 3 clusters Score -1276063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1276064.000000 Penalty: 2998.007324
	Iteration 58Q: 3 clusters Score -1276064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1276065.375000 Penalty: 2998.007324
	Iteration 59Q: 3 clusters Score -1276065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1276064.500000 Penalty: 2998.007324
	Iteration 60F: 3 clusters Score -1276064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1276067.125000 Penalty: 2998.007324
	Iteration 61Q: 3 clusters Score -1276067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1276066.750000 Penalty: 2998.007324
	Iteration 62Q: 3 clusters Score -1276067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1276070.125000 Penalty: 2998.007324
	Iteration 63Q: 3 clusters Score -1276070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1276070.500000 Penalty: 2998.007324
	Iteration 64Q: 3 clusters Score -1276070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1276069.500000 Penalty: 2998.007324
	Iteration 65Q: 3 clusters Score -1276070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1276072.875000 Penalty: 2998.007324
	Iteration 66Q: 3 clusters Score -1276073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1276074.375000 Penalty: 2998.007324
	Iteration 67Q: 3 clusters Score -1276074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1276075.750000 Penalty: 2998.007324
	Iteration 68Q: 3 clusters Score -1276076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1276077.625000 Penalty: 2998.007324
	Iteration 69Q: 3 clusters Score -1276078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1276079.125000 Penalty: 2998.007324
	Iteration 70Q: 3 clusters Score -1276079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1276081.500000 Penalty: 2998.007324
	Iteration 71Q: 3 clusters Score -1276082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1276081.500000 Penalty: 2998.007324
	Iteration 72Q: 3 clusters Score -1276082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1276081.500000 Penalty: 2998.007324
	Iteration 73F: 3 clusters Score -1276082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Entering Unmasked Estep 
Score: -1217129.375000 Penalty: 1493.827881
	Iteration 0F: 2 clusters Score -1217129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1210081.250000 Penalty: 2987.655762
	Iteration 0F: 3 clusters Score -1210081 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1212395.375000 Penalty: 2987.655762
	Iteration 1F: 3 clusters Score -1212395 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1212676.875000 Penalty: 2987.655762
	Iteration 2F: 3 clusters Score -1212677 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1212899.000000 Penalty: 2987.655762
	Iteration 3F: 3 clusters Score -1212899 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1213089.375000 Penalty: 2987.655762
	Iteration 4Q: 3 clusters Score -1213089 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1213253.750000 Penalty: 2987.655762
	Iteration 5Q: 3 clusters Score -1213254 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1213453.125000 Penalty: 2987.655762
	Iteration 6Q: 3 clusters Score -1213453 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1213653.375000 Penalty: 2987.655762
	Iteration 7Q: 3 clusters Score -1213653 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1213909.125000 Penalty: 2987.655762
	Iteration 8Q: 3 clusters Score -1213909 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1214182.750000 Penalty: 2987.655762
	Iteration 9Q: 3 clusters Score -1214183 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1214478.500000 Penalty: 2987.655762
	Iteration 10Q: 3 clusters Score -1214478 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1214747.375000 Penalty: 2987.655762
	Iteration 11Q: 3 clusters Score -1214747 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1214978.625000 Penalty: 2987.655762
	Iteration 12Q: 3 clusters Score -1214979 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1215177.125000 Penalty: 2987.655762
	Iteration 13Q: 3 clusters Score -1215177 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1215306.500000 Penalty: 2987.655762
	Iteration 14Q: 3 clusters Score -1215306 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1215396.500000 Penalty: 2987.655762
	Iteration 15Q: 3 clusters Score -1215396 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1215485.250000 Penalty: 2987.655762
	Iteration 16Q: 3 clusters Score -1215485 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1215562.000000 Penalty: 2987.655762
	Iteration 17Q: 3 clusters Score -1215562 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1215628.875000 Penalty: 2987.655762
	Iteration 18Q: 3 clusters Score -1215629 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1215677.125000 Penalty: 2987.655762
	Iteration 19Q: 3 clusters Score -1215677 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1215714.750000 Penalty: 2987.655762
	Iteration 20F: 3 clusters Score -1215715 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1215738.125000 Penalty: 2987.655762
	Iteration 21Q: 3 clusters Score -1215738 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1215761.750000 Penalty: 2987.655762
	Iteration 22Q: 3 clusters Score -1215762 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1215773.750000 Penalty: 2987.655762
	Iteration 23Q: 3 clusters Score -1215774 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1215790.375000 Penalty: 2987.655762
	Iteration 24Q: 3 clusters Score -1215790 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1215805.250000 Penalty: 2987.655762
	Iteration 25Q: 3 clusters Score -1215805 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1215822.250000 Penalty: 2987.655762
	Iteration 26Q: 3 clusters Score -1215822 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1215836.125000 Penalty: 2987.655762
	Iteration 27Q: 3 clusters Score -1215836 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1215851.750000 Penalty: 2987.655762
	Iteration 28Q: 3 clusters Score -1215852 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1215860.250000 Penalty: 2987.655762
	Iteration 29Q: 3 clusters Score -1215860 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1215873.625000 Penalty: 2987.655762
	Iteration 30Q: 3 clusters Score -1215874 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1215883.500000 Penalty: 2987.655762
	Iteration 31Q: 3 clusters Score -1215884 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1215896.125000 Penalty: 2987.655762
	Iteration 32Q: 3 clusters Score -1215896 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1215901.875000 Penalty: 2987.655762
	Iteration 33Q: 3 clusters Score -1215902 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1215918.125000 Penalty: 2987.655762
	Iteration 34Q: 3 clusters Score -1215918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1215926.875000 Penalty: 2987.655762
	Iteration 35Q: 3 clusters Score -1215927 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1215929.250000 Penalty: 2987.655762
	Iteration 36Q: 3 clusters Score -1215929 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1215939.125000 Penalty: 2987.655762
	Iteration 37Q: 3 clusters Score -1215939 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1215944.750000 Penalty: 2987.655762
	Iteration 38Q: 3 clusters Score -1215945 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1215950.750000 Penalty: 2987.655762
	Iteration 39Q: 3 clusters Score -1215951 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1215958.000000 Penalty: 2987.655762
	Iteration 40F: 3 clusters Score -1215958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1215963.250000 Penalty: 2987.655762
	Iteration 41Q: 3 clusters Score -1215963 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1215972.375000 Penalty: 2987.655762
	Iteration 42Q: 3 clusters Score -1215972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1215973.375000 Penalty: 2987.655762
	Iteration 43Q: 3 clusters Score -1215973 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1215981.125000 Penalty: 2987.655762
	Iteration 44Q: 3 clusters Score -1215981 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1215990.000000 Penalty: 2987.655762
	Iteration 45Q: 3 clusters Score -1215990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1215993.250000 Penalty: 2987.655762
	Iteration 46Q: 3 clusters Score -1215993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1215994.375000 Penalty: 2987.655762
	Iteration 47Q: 3 clusters Score -1215994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1215995.625000 Penalty: 2987.655762
	Iteration 48Q: 3 clusters Score -1215996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1215997.125000 Penalty: 2987.655762
	Iteration 49Q: 3 clusters Score -1215997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1216001.500000 Penalty: 2987.655762
	Iteration 50Q: 3 clusters Score -1216002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1216006.500000 Penalty: 2987.655762
	Iteration 51Q: 3 clusters Score -1216006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1216011.125000 Penalty: 2987.655762
	Iteration 52Q: 3 clusters Score -1216011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1216018.625000 Penalty: 2987.655762
	Iteration 53Q: 3 clusters Score -1216019 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1216025.625000 Penalty: 2987.655762
	Iteration 54Q: 3 clusters Score -1216026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1216032.625000 Penalty: 2987.655762
	Iteration 55Q: 3 clusters Score -1216033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1216033.750000 Penalty: 2987.655762
	Iteration 56Q: 3 clusters Score -1216034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1216033.750000 Penalty: 2987.655762
	Iteration 57Q: 3 clusters Score -1216034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1216038.500000 Penalty: 2987.655762
	Iteration 58Q: 3 clusters Score -1216038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1216042.125000 Penalty: 2987.655762
	Iteration 59Q: 3 clusters Score -1216042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1216043.500000 Penalty: 2987.655762
	Iteration 60F: 3 clusters Score -1216044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1216043.500000 Penalty: 2987.655762
	Iteration 61Q: 3 clusters Score -1216044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1216050.875000 Penalty: 2987.655762
	Iteration 62Q: 3 clusters Score -1216051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1216054.125000 Penalty: 2987.655762
	Iteration 63Q: 3 clusters Score -1216054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1216055.000000 Penalty: 2987.655762
	Iteration 64Q: 3 clusters Score -1216055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1216063.250000 Penalty: 2987.655762
	Iteration 65Q: 3 clusters Score -1216063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1216066.750000 Penalty: 2987.655762
	Iteration 66Q: 3 clusters Score -1216067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1216070.875000 Penalty: 2987.655762
	Iteration 67Q: 3 clusters Score -1216071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1216070.875000 Penalty: 2987.655762
	Iteration 68Q: 3 clusters Score -1216071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1216073.750000 Penalty: 2987.655762
	Iteration 69Q: 3 clusters Score -1216074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1216075.250000 Penalty: 2987.655762
	Iteration 70Q: 3 clusters Score -1216075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1216075.125000 Penalty: 2987.655762
	Iteration 71Q: 3 clusters Score -1216075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1216078.500000 Penalty: 2987.655762
	Iteration 72Q: 3 clusters Score -1216078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1216077.625000 Penalty: 2987.655762
	Iteration 73Q: 3 clusters Score -1216078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1216076.125000 Penalty: 2987.655762
	Iteration 74Q: 3 clusters Score -1216076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1216076.625000 Penalty: 2987.655762
	Iteration 75Q: 3 clusters Score -1216077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1216079.500000 Penalty: 2987.655762
	Iteration 76Q: 3 clusters Score -1216080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1216077.500000 Penalty: 2987.655762
	Iteration 77Q: 3 clusters Score -1216078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1216079.500000 Penalty: 2987.655762
	Iteration 78Q: 3 clusters Score -1216080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1216079.250000 Penalty: 2987.655762
	Iteration 79Q: 3 clusters Score -1216079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1216079.000000 Penalty: 2987.655762
	Iteration 80F: 3 clusters Score -1216079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1216082.875000 Penalty: 2987.655762
	Iteration 81Q: 3 clusters Score -1216083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1216082.875000 Penalty: 2987.655762
	Iteration 82F: 3 clusters Score -1216083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -49893.828125 Penalty: 986.869751
	Iteration 0F: 2 clusters Score -49893.83 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 221 members 
Entering Unmasked Estep 
Score: -48922.902344 Penalty: 1973.739502
	Iteration 0F: 3 clusters Score -48922.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49085.554688 Penalty: 1973.739502
	Iteration 1F: 3 clusters Score -49085.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -49150.917969 Penalty: 1973.739502
	Iteration 2F: 3 clusters Score -49150.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -49191.121094 Penalty: 1973.739502
	Iteration 3Q: 3 clusters Score -49191.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49202.949219 Penalty: 1973.739502
	Iteration 4Q: 3 clusters Score -49202.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -49208.421875 Penalty: 1973.739502
	Iteration 5Q: 3 clusters Score -49208.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49209.734375 Penalty: 1973.739502
	Iteration 6Q: 3 clusters Score -49209.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49209.734375 Penalty: 1973.739502
	Iteration 7F: 3 clusters Score -49209.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (101626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101626 members 
Entering Unmasked Estep 
Score: -12826894.000000 Penalty: 1873.471436
	Iteration 0F: 2 clusters Score -1.282689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50543 members 
Mstep: Class 2 contains 51083 members 
Entering Unmasked Estep 
Score: -12764424.000000 Penalty: 3746.942871
	Iteration 0F: 3 clusters Score -1.276442e+07 nChanged 48532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 53237 members 
Entering Unmasked Estep 
Score: -12793135.000000 Penalty: 3746.942871
	Iteration 1F: 3 clusters Score -1.279314e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 54103 members 
Entering Unmasked Estep 
Score: -12794778.000000 Penalty: 3746.942871
	Iteration 2Q: 3 clusters Score -1.279478e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46335 members 
Mstep: Class 2 contains 55291 members 
Entering Unmasked Estep 
Score: -12796878.000000 Penalty: 3746.942871
	Iteration 3Q: 3 clusters Score -1.279688e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 56918 members 
Entering Unmasked Estep 
Score: -12799767.000000 Penalty: 3746.942871
	Iteration 4F: 3 clusters Score -1.279977e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 58826 members 
Entering Unmasked Estep 
Score: -12803142.000000 Penalty: 3746.942871
	Iteration 5F: 3 clusters Score -1.280314e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 60979 members 
Entering Unmasked Estep 
Score: -12806783.000000 Penalty: 3746.942871
	Iteration 6F: 3 clusters Score -1.280678e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 63153 members 
Entering Unmasked Estep 
Score: -12809936.000000 Penalty: 3746.942871
	Iteration 7F: 3 clusters Score -1.280994e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 65190 members 
Entering Unmasked Estep 
Score: -12812732.000000 Penalty: 3746.942871
	Iteration 8Q: 3 clusters Score -1.281273e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 66846 members 
Entering Unmasked Estep 
Score: -12814842.000000 Penalty: 3746.942871
	Iteration 9Q: 3 clusters Score -1.281484e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 68068 members 
Entering Unmasked Estep 
Score: -12816167.000000 Penalty: 3746.942871
	Iteration 10Q: 3 clusters Score -1.281617e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 68966 members 
Entering Unmasked Estep 
Score: -12817157.000000 Penalty: 3746.942871
	Iteration 11Q: 3 clusters Score -1.281716e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 69560 members 
Entering Unmasked Estep 
Score: -12817944.000000 Penalty: 3746.942871
	Iteration 12Q: 3 clusters Score -1.281794e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 69986 members 
Entering Unmasked Estep 
Score: -12818319.000000 Penalty: 3746.942871
	Iteration 13Q: 3 clusters Score -1.281832e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 70291 members 
Entering Unmasked Estep 
Score: -12818651.000000 Penalty: 3746.942871
	Iteration 14Q: 3 clusters Score -1.281865e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 70478 members 
Entering Unmasked Estep 
Score: -12818818.000000 Penalty: 3746.942871
	Iteration 15Q: 3 clusters Score -1.281882e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 70594 members 
Entering Unmasked Estep 
Score: -12818910.000000 Penalty: 3746.942871
	Iteration 16Q: 3 clusters Score -1.281891e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 70649 members 
Entering Unmasked Estep 
Score: -12818976.000000 Penalty: 3746.942871
	Iteration 17Q: 3 clusters Score -1.281898e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 70642 members 
Entering Unmasked Estep 
Score: -12818994.000000 Penalty: 3746.942871
	Iteration 18Q: 3 clusters Score -1.281899e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 70598 members 
Entering Unmasked Estep 
Score: -12819008.000000 Penalty: 3746.942871
	Iteration 19Q: 3 clusters Score -1.281901e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 70539 members 
Entering Unmasked Estep 
Score: -12819018.000000 Penalty: 3746.942871
	Iteration 20F: 3 clusters Score -1.281902e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 70425 members 
Entering Unmasked Estep 
Score: -12819050.000000 Penalty: 3746.942871
	Iteration 21Q: 3 clusters Score -1.281905e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 70307 members 
Entering Unmasked Estep 
Score: -12819058.000000 Penalty: 3746.942871
	Iteration 22Q: 3 clusters Score -1.281906e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 70193 members 
Entering Unmasked Estep 
Score: -12819087.000000 Penalty: 3746.942871
	Iteration 23Q: 3 clusters Score -1.281909e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 70064 members 
Entering Unmasked Estep 
Score: -12819073.000000 Penalty: 3746.942871
	Iteration 24Q: 3 clusters Score -1.281907e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 69938 members 
Entering Unmasked Estep 
Score: -12819068.000000 Penalty: 3746.942871
	Iteration 25Q: 3 clusters Score -1.281907e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 69809 members 
Entering Unmasked Estep 
Score: -12819042.000000 Penalty: 3746.942871
	Iteration 26Q: 3 clusters Score -1.281904e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 69655 members 
Entering Unmasked Estep 
Score: -12819028.000000 Penalty: 3746.942871
	Iteration 27Q: 3 clusters Score -1.281903e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 69518 members 
Entering Unmasked Estep 
Score: -12819039.000000 Penalty: 3746.942871
	Iteration 28Q: 3 clusters Score -1.281904e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 69376 members 
Entering Unmasked Estep 
Score: -12819051.000000 Penalty: 3746.942871
	Iteration 29Q: 3 clusters Score -1.281905e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 69222 members 
Entering Unmasked Estep 
Score: -12819071.000000 Penalty: 3746.942871
	Iteration 30Q: 3 clusters Score -1.281907e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 69034 members 
Entering Unmasked Estep 
Score: -12819088.000000 Penalty: 3746.942871
	Iteration 31Q: 3 clusters Score -1.281909e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 68846 members 
Entering Unmasked Estep 
Score: -12819085.000000 Penalty: 3746.942871
	Iteration 32Q: 3 clusters Score -1.281908e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
Score: -12819091.000000 Penalty: 3746.942871
	Iteration 33Q: 3 clusters Score -1.281909e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 68531 members 
Entering Unmasked Estep 
Score: -12819061.000000 Penalty: 3746.942871
	Iteration 34Q: 3 clusters Score -1.281906e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 68360 members 
Entering Unmasked Estep 
Score: -12819062.000000 Penalty: 3746.942871
	Iteration 35Q: 3 clusters Score -1.281906e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 68169 members 
Entering Unmasked Estep 
Score: -12819016.000000 Penalty: 3746.942871
	Iteration 36Q: 3 clusters Score -1.281902e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 67968 members 
Entering Unmasked Estep 
Score: -12819022.000000 Penalty: 3746.942871
	Iteration 37Q: 3 clusters Score -1.281902e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 67776 members 
Entering Unmasked Estep 
Score: -12819028.000000 Penalty: 3746.942871
	Iteration 38Q: 3 clusters Score -1.281903e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 67582 members 
Entering Unmasked Estep 
Score: -12818984.000000 Penalty: 3746.942871
	Iteration 39Q: 3 clusters Score -1.281898e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 67368 members 
Entering Unmasked Estep 
Score: -12819021.000000 Penalty: 3746.942871
	Iteration 40F: 3 clusters Score -1.281902e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 67173 members 
Entering Unmasked Estep 
Score: -12819015.000000 Penalty: 3746.942871
	Iteration 41Q: 3 clusters Score -1.281902e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 66980 members 
Entering Unmasked Estep 
Score: -12818982.000000 Penalty: 3746.942871
	Iteration 42Q: 3 clusters Score -1.281898e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 66762 members 
Entering Unmasked Estep 
Score: -12819009.000000 Penalty: 3746.942871
	Iteration 43Q: 3 clusters Score -1.281901e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 66561 members 
Entering Unmasked Estep 
Score: -12819014.000000 Penalty: 3746.942871
	Iteration 44Q: 3 clusters Score -1.281901e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 66369 members 
Entering Unmasked Estep 
Score: -12819011.000000 Penalty: 3746.942871
	Iteration 45Q: 3 clusters Score -1.281901e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 66170 members 
Entering Unmasked Estep 
Score: -12818995.000000 Penalty: 3746.942871
	Iteration 46Q: 3 clusters Score -1.2819e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 65960 members 
Entering Unmasked Estep 
Score: -12818969.000000 Penalty: 3746.942871
	Iteration 47Q: 3 clusters Score -1.281897e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 65723 members 
Entering Unmasked Estep 
Score: -12818976.000000 Penalty: 3746.942871
	Iteration 48Q: 3 clusters Score -1.281898e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 65484 members 
Entering Unmasked Estep 
Score: -12818930.000000 Penalty: 3746.942871
	Iteration 49Q: 3 clusters Score -1.281893e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 65254 members 
Entering Unmasked Estep 
Score: -12818946.000000 Penalty: 3746.942871
	Iteration 50Q: 3 clusters Score -1.281895e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 65035 members 
Entering Unmasked Estep 
Score: -12818954.000000 Penalty: 3746.942871
	Iteration 51Q: 3 clusters Score -1.281895e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 64787 members 
Entering Unmasked Estep 
Score: -12818978.000000 Penalty: 3746.942871
	Iteration 52Q: 3 clusters Score -1.281898e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 64539 members 
Entering Unmasked Estep 
Score: -12818916.000000 Penalty: 3746.942871
	Iteration 53Q: 3 clusters Score -1.281892e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 64261 members 
Entering Unmasked Estep 
Score: -12818909.000000 Penalty: 3746.942871
	Iteration 54Q: 3 clusters Score -1.281891e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 63964 members 
Entering Unmasked Estep 
Score: -12818871.000000 Penalty: 3746.942871
	Iteration 55Q: 3 clusters Score -1.281887e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 63633 members 
Entering Unmasked Estep 
Score: -12818838.000000 Penalty: 3746.942871
	Iteration 56Q: 3 clusters Score -1.281884e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 63313 members 
Entering Unmasked Estep 
Score: -12818865.000000 Penalty: 3746.942871
	Iteration 57Q: 3 clusters Score -1.281886e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 62956 members 
Entering Unmasked Estep 
Score: -12818870.000000 Penalty: 3746.942871
	Iteration 58Q: 3 clusters Score -1.281887e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 62614 members 
Entering Unmasked Estep 
Score: -12818836.000000 Penalty: 3746.942871
	Iteration 59Q: 3 clusters Score -1.281884e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 62257 members 
Entering Unmasked Estep 
Score: -12818834.000000 Penalty: 3746.942871
	Iteration 60F: 3 clusters Score -1.281883e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 61897 members 
Entering Unmasked Estep 
Score: -12818838.000000 Penalty: 3746.942871
	Iteration 61Q: 3 clusters Score -1.281884e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 61502 members 
Entering Unmasked Estep 
Score: -12818799.000000 Penalty: 3746.942871
	Iteration 62Q: 3 clusters Score -1.28188e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 61031 members 
Entering Unmasked Estep 
Score: -12818825.000000 Penalty: 3746.942871
	Iteration 63Q: 3 clusters Score -1.281882e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41066 members 
Mstep: Class 2 contains 60560 members 
Entering Unmasked Estep 
Score: -12818840.000000 Penalty: 3746.942871
	Iteration 64Q: 3 clusters Score -1.281884e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 60077 members 
Entering Unmasked Estep 
Score: -12818857.000000 Penalty: 3746.942871
	Iteration 65Q: 3 clusters Score -1.281886e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 59561 members 
Entering Unmasked Estep 
Score: -12818845.000000 Penalty: 3746.942871
	Iteration 66Q: 3 clusters Score -1.281884e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 59054 members 
Entering Unmasked Estep 
Score: -12818866.000000 Penalty: 3746.942871
	Iteration 67Q: 3 clusters Score -1.281887e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 58528 members 
Entering Unmasked Estep 
Score: -12818933.000000 Penalty: 3746.942871
	Iteration 68Q: 3 clusters Score -1.281893e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 57945 members 
Entering Unmasked Estep 
Score: -12818940.000000 Penalty: 3746.942871
	Iteration 69Q: 3 clusters Score -1.281894e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 57376 members 
Entering Unmasked Estep 
Score: -12818970.000000 Penalty: 3746.942871
	Iteration 70Q: 3 clusters Score -1.281897e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44817 members 
Mstep: Class 2 contains 56809 members 
Entering Unmasked Estep 
Score: -12819090.000000 Penalty: 3746.942871
	Iteration 71Q: 3 clusters Score -1.281909e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 56214 members 
Entering Unmasked Estep 
Score: -12819096.000000 Penalty: 3746.942871
	Iteration 72Q: 3 clusters Score -1.28191e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 55644 members 
Entering Unmasked Estep 
Score: -12819061.000000 Penalty: 3746.942871
	Iteration 73Q: 3 clusters Score -1.281906e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 55091 members 
Entering Unmasked Estep 
Score: -12819021.000000 Penalty: 3746.942871
	Iteration 74Q: 3 clusters Score -1.281902e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 54557 members 
Entering Unmasked Estep 
Score: -12819041.000000 Penalty: 3746.942871
	Iteration 75Q: 3 clusters Score -1.281904e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47608 members 
Mstep: Class 2 contains 54018 members 
Entering Unmasked Estep 
Score: -12819064.000000 Penalty: 3746.942871
	Iteration 76Q: 3 clusters Score -1.281906e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48200 members 
Mstep: Class 2 contains 53426 members 
Entering Unmasked Estep 
Score: -12819061.000000 Penalty: 3746.942871
	Iteration 77Q: 3 clusters Score -1.281906e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 52827 members 
Entering Unmasked Estep 
Score: -12819097.000000 Penalty: 3746.942871
	Iteration 78Q: 3 clusters Score -1.28191e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
Score: -12819146.000000 Penalty: 3746.942871
	Iteration 79Q: 3 clusters Score -1.281915e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50061 members 
Mstep: Class 2 contains 51565 members 
Entering Unmasked Estep 
Score: -12819252.000000 Penalty: 3746.942871
	Iteration 80F: 3 clusters Score -1.281925e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50686 members 
Mstep: Class 2 contains 50940 members 
Entering Unmasked Estep 
Score: -12819290.000000 Penalty: 3746.942871
	Iteration 81Q: 3 clusters Score -1.281929e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51311 members 
Mstep: Class 2 contains 50315 members 
Entering Unmasked Estep 
Score: -12819345.000000 Penalty: 3746.942871
	Iteration 82Q: 3 clusters Score -1.281934e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51913 members 
Mstep: Class 2 contains 49713 members 
Entering Unmasked Estep 
Score: -12819435.000000 Penalty: 3746.942871
	Iteration 83Q: 3 clusters Score -1.281944e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52533 members 
Mstep: Class 2 contains 49093 members 
Entering Unmasked Estep 
Score: -12819514.000000 Penalty: 3746.942871
	Iteration 84Q: 3 clusters Score -1.281951e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 48434 members 
Entering Unmasked Estep 
Score: -12819616.000000 Penalty: 3746.942871
	Iteration 85Q: 3 clusters Score -1.281962e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53852 members 
Mstep: Class 2 contains 47774 members 
Entering Unmasked Estep 
Score: -12819755.000000 Penalty: 3746.942871
	Iteration 86Q: 3 clusters Score -1.281976e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54430 members 
Mstep: Class 2 contains 47196 members 
Entering Unmasked Estep 
Score: -12819776.000000 Penalty: 3746.942871
	Iteration 87Q: 3 clusters Score -1.281978e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55012 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -12819886.000000 Penalty: 3746.942871
	Iteration 88Q: 3 clusters Score -1.281989e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55625 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -12819923.000000 Penalty: 3746.942871
	Iteration 89Q: 3 clusters Score -1.281992e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56214 members 
Mstep: Class 2 contains 45412 members 
Entering Unmasked Estep 
Score: -12819990.000000 Penalty: 3746.942871
	Iteration 90Q: 3 clusters Score -1.281999e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56791 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
Score: -12820040.000000 Penalty: 3746.942871
	Iteration 91Q: 3 clusters Score -1.282004e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57394 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -12820119.000000 Penalty: 3746.942871
	Iteration 92Q: 3 clusters Score -1.282012e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58006 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -12820212.000000 Penalty: 3746.942871
	Iteration 93Q: 3 clusters Score -1.282021e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58694 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -12820290.000000 Penalty: 3746.942871
	Iteration 94Q: 3 clusters Score -1.282029e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59379 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -12820370.000000 Penalty: 3746.942871
	Iteration 95Q: 3 clusters Score -1.282037e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60087 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -12820493.000000 Penalty: 3746.942871
	Iteration 96Q: 3 clusters Score -1.282049e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60831 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -12820571.000000 Penalty: 3746.942871
	Iteration 97Q: 3 clusters Score -1.282057e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61555 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -12820685.000000 Penalty: 3746.942871
	Iteration 98Q: 3 clusters Score -1.282068e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62359 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -12820854.000000 Penalty: 3746.942871
	Iteration 99Q: 3 clusters Score -1.282085e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63235 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -12821025.000000 Penalty: 3746.942871
	Iteration 100F: 3 clusters Score -1.282102e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64157 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -12821261.000000 Penalty: 3746.942871
	Iteration 101Q: 3 clusters Score -1.282126e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65119 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -12821437.000000 Penalty: 3746.942871
	Iteration 102Q: 3 clusters Score -1.282144e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66117 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -12821630.000000 Penalty: 3746.942871
	Iteration 103Q: 3 clusters Score -1.282163e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67148 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -12821811.000000 Penalty: 3746.942871
	Iteration 104Q: 3 clusters Score -1.282181e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68280 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -12822049.000000 Penalty: 3746.942871
	Iteration 105Q: 3 clusters Score -1.282205e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69556 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -12822263.000000 Penalty: 3746.942871
	Iteration 106Q: 3 clusters Score -1.282226e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70852 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -12822499.000000 Penalty: 3746.942871
	Iteration 107Q: 3 clusters Score -1.28225e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72151 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -12822758.000000 Penalty: 3746.942871
	Iteration 108Q: 3 clusters Score -1.282276e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73489 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -12823028.000000 Penalty: 3746.942871
	Iteration 109Q: 3 clusters Score -1.282303e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74852 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -12823345.000000 Penalty: 3746.942871
	Iteration 110Q: 3 clusters Score -1.282334e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76226 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -12823628.000000 Penalty: 3746.942871
	Iteration 111Q: 3 clusters Score -1.282363e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77680 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -12823939.000000 Penalty: 3746.942871
	Iteration 112Q: 3 clusters Score -1.282394e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79160 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -12824363.000000 Penalty: 3746.942871
	Iteration 113Q: 3 clusters Score -1.282436e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80694 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -12824802.000000 Penalty: 3746.942871
	Iteration 114Q: 3 clusters Score -1.28248e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82258 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -12825164.000000 Penalty: 3746.942871
	Iteration 115Q: 3 clusters Score -1.282516e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83830 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -12825661.000000 Penalty: 3746.942871
	Iteration 116Q: 3 clusters Score -1.282566e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85364 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -12826134.000000 Penalty: 3746.942871
	Iteration 117Q: 3 clusters Score -1.282613e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86857 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -12826574.000000 Penalty: 3746.942871
	Iteration 118Q: 3 clusters Score -1.282657e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88282 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -12826956.000000 Penalty: 3746.942871
	Iteration 119Q: 3 clusters Score -1.282696e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89638 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -12827349.000000 Penalty: 3746.942871
	Iteration 120F: 3 clusters Score -1.282735e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90890 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -12827547.000000 Penalty: 3746.942871
	Iteration 121Q: 3 clusters Score -1.282755e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92167 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -12827733.000000 Penalty: 3746.942871
	Iteration 122Q: 3 clusters Score -1.282773e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93501 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -12827679.000000 Penalty: 3746.942871
	Iteration 123Q: 3 clusters Score -1.282768e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94775 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -12827766.000000 Penalty: 3746.942871
	Iteration 124Q: 3 clusters Score -1.282777e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96000 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -12827679.000000 Penalty: 3746.942871
	Iteration 125Q: 3 clusters Score -1.282768e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97077 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -12827408.000000 Penalty: 3746.942871
	Iteration 126Q: 3 clusters Score -1.282741e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97976 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -12827236.000000 Penalty: 3746.942871
	Iteration 127Q: 3 clusters Score -1.282724e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98691 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -12827014.000000 Penalty: 3746.942871
	Iteration 128Q: 3 clusters Score -1.282701e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99230 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -12826784.000000 Penalty: 3746.942871
	Iteration 129Q: 3 clusters Score -1.282678e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99693 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -12826547.000000 Penalty: 3746.942871
	Iteration 130Q: 3 clusters Score -1.282655e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100041 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -12826307.000000 Penalty: 3746.942871
	Iteration 131Q: 3 clusters Score -1.282631e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100281 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -12826178.000000 Penalty: 3746.942871
	Iteration 132Q: 3 clusters Score -1.282618e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100459 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -12826088.000000 Penalty: 3746.942871
	Iteration 133Q: 3 clusters Score -1.282609e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100594 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -12826005.000000 Penalty: 3746.942871
	Iteration 134Q: 3 clusters Score -1.2826e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100706 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -12825978.000000 Penalty: 3746.942871
	Iteration 135Q: 3 clusters Score -1.282598e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100790 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -12825947.000000 Penalty: 3746.942871
	Iteration 136Q: 3 clusters Score -1.282595e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100866 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -12825916.000000 Penalty: 3746.942871
	Iteration 137Q: 3 clusters Score -1.282592e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100932 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -12825869.000000 Penalty: 3746.942871
	Iteration 138Q: 3 clusters Score -1.282587e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100984 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -12825848.000000 Penalty: 3746.942871
	Iteration 139Q: 3 clusters Score -1.282585e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101013 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -12825851.000000 Penalty: 3746.942871
	Iteration 140F: 3 clusters Score -1.282585e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101042 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -12825823.000000 Penalty: 3746.942871
	Iteration 141Q: 3 clusters Score -1.282582e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101070 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -12825794.000000 Penalty: 3746.942871
	Iteration 142Q: 3 clusters Score -1.282579e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101084 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -12825781.000000 Penalty: 3746.942871
	Iteration 143Q: 3 clusters Score -1.282578e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101099 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -12825786.000000 Penalty: 3746.942871
	Iteration 144Q: 3 clusters Score -1.282579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101107 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -12825784.000000 Penalty: 3746.942871
	Iteration 145Q: 3 clusters Score -1.282578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101110 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -12825796.000000 Penalty: 3746.942871
	Iteration 146Q: 3 clusters Score -1.28258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101111 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -12825782.000000 Penalty: 3746.942871
	Iteration 147Q: 3 clusters Score -1.282578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101110 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -12825772.000000 Penalty: 3746.942871
	Iteration 148Q: 3 clusters Score -1.282577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101110 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -12825783.000000 Penalty: 3746.942871
	Iteration 149Q: 3 clusters Score -1.282578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101111 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -12825777.000000 Penalty: 3746.942871
	Iteration 150Q: 3 clusters Score -1.282578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101114 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -12825777.000000 Penalty: 3746.942871
	Iteration 151Q: 3 clusters Score -1.282578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101117 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -12825770.000000 Penalty: 3746.942871
	Iteration 152Q: 3 clusters Score -1.282577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101120 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -12825776.000000 Penalty: 3746.942871
	Iteration 153Q: 3 clusters Score -1.282578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101120 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -12825768.000000 Penalty: 3746.942871
	Iteration 154Q: 3 clusters Score -1.282577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101120 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -12825776.000000 Penalty: 3746.942871
	Iteration 155Q: 3 clusters Score -1.282578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101121 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -12825778.000000 Penalty: 3746.942871
	Iteration 156Q: 3 clusters Score -1.282578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101123 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -12825778.000000 Penalty: 3746.942871
	Iteration 157Q: 3 clusters Score -1.282578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101125 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -12825781.000000 Penalty: 3746.942871
	Iteration 158Q: 3 clusters Score -1.282578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101125 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -12825783.000000 Penalty: 3746.942871
	Iteration 159Q: 3 clusters Score -1.282578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101125 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -12825783.000000 Penalty: 3746.942871
	Iteration 160F: 3 clusters Score -1.282578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -48131.968750 Penalty: 1012.772827
	Iteration 0F: 2 clusters Score -48131.97 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 264 members 
Entering Unmasked Estep 
Score: -47158.238281 Penalty: 2025.545654
	Iteration 0F: 3 clusters Score -47158.24 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -47480.761719 Penalty: 2025.545654
	Iteration 1F: 3 clusters Score -47480.76 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -47584.230469 Penalty: 2025.545654
	Iteration 2F: 3 clusters Score -47584.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -47646.363281 Penalty: 2025.545654
	Iteration 3Q: 3 clusters Score -47646.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -47684.476562 Penalty: 2025.545654
	Iteration 4Q: 3 clusters Score -47684.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -47742.011719 Penalty: 2025.545654
	Iteration 5Q: 3 clusters Score -47742.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -47767.363281 Penalty: 2025.545654
	Iteration 6Q: 3 clusters Score -47767.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -47797.906250 Penalty: 2025.545654
	Iteration 7Q: 3 clusters Score -47797.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -47835.695312 Penalty: 2025.545654
	Iteration 8Q: 3 clusters Score -47835.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -47880.679688 Penalty: 2025.545654
	Iteration 9Q: 3 clusters Score -47880.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -47931.484375 Penalty: 2025.545654
	Iteration 10Q: 3 clusters Score -47931.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47972.753906 Penalty: 2025.545654
	Iteration 11Q: 3 clusters Score -47972.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -48004.214844 Penalty: 2025.545654
	Iteration 12Q: 3 clusters Score -48004.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -48011.300781 Penalty: 2025.545654
	Iteration 13Q: 3 clusters Score -48011.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -48036.183594 Penalty: 2025.545654
	Iteration 14Q: 3 clusters Score -48036.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -48060.019531 Penalty: 2025.545654
	Iteration 15Q: 3 clusters Score -48060.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -48082.480469 Penalty: 2025.545654
	Iteration 16Q: 3 clusters Score -48082.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -48085.968750 Penalty: 2025.545654
	Iteration 17Q: 3 clusters Score -48085.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -48087.351562 Penalty: 2025.545654
	Iteration 18Q: 3 clusters Score -48087.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -48087.351562 Penalty: 2025.545654
	Iteration 19F: 3 clusters Score -48087.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Entering Unmasked Estep 
Score: -136250.890625 Penalty: 1156.017822
	Iteration 0F: 2 clusters Score -136250.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -134704.687500 Penalty: 2312.035645
	Iteration 0F: 3 clusters Score -134704.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -135129.218750 Penalty: 2312.035645
	Iteration 1F: 3 clusters Score -135129.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -135265.078125 Penalty: 2312.035645
	Iteration 2F: 3 clusters Score -135265.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -135382.546875 Penalty: 2312.035645
	Iteration 3F: 3 clusters Score -135382.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -135489.390625 Penalty: 2312.035645
	Iteration 4F: 3 clusters Score -135489.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -135559.015625 Penalty: 2312.035645
	Iteration 5Q: 3 clusters Score -135559 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -135603.906250 Penalty: 2312.035645
	Iteration 6Q: 3 clusters Score -135603.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -135646.828125 Penalty: 2312.035645
	Iteration 7Q: 3 clusters Score -135646.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -135688.531250 Penalty: 2312.035645
	Iteration 8Q: 3 clusters Score -135688.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -135736.703125 Penalty: 2312.035645
	Iteration 9Q: 3 clusters Score -135736.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -135767.906250 Penalty: 2312.035645
	Iteration 10Q: 3 clusters Score -135767.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -135812.421875 Penalty: 2312.035645
	Iteration 11Q: 3 clusters Score -135812.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -135840.453125 Penalty: 2312.035645
	Iteration 12Q: 3 clusters Score -135840.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -135882.531250 Penalty: 2312.035645
	Iteration 13Q: 3 clusters Score -135882.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -135922.218750 Penalty: 2312.035645
	Iteration 14Q: 3 clusters Score -135922.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -135970.875000 Penalty: 2312.035645
	Iteration 15Q: 3 clusters Score -135970.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -136002.656250 Penalty: 2312.035645
	Iteration 16Q: 3 clusters Score -136002.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -136016.546875 Penalty: 2312.035645
	Iteration 17Q: 3 clusters Score -136016.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -136029.437500 Penalty: 2312.035645
	Iteration 18Q: 3 clusters Score -136029.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -136032.765625 Penalty: 2312.035645
	Iteration 19Q: 3 clusters Score -136032.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -136035.171875 Penalty: 2312.035645
	Iteration 20F: 3 clusters Score -136035.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -136037.500000 Penalty: 2312.035645
	Iteration 21Q: 3 clusters Score -136037.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -136042.187500 Penalty: 2312.035645
	Iteration 22Q: 3 clusters Score -136042.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -136043.796875 Penalty: 2312.035645
	Iteration 23Q: 3 clusters Score -136043.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -136046.875000 Penalty: 2312.035645
	Iteration 24Q: 3 clusters Score -136046.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -136055.531250 Penalty: 2312.035645
	Iteration 25Q: 3 clusters Score -136055.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -136066.265625 Penalty: 2312.035645
	Iteration 26Q: 3 clusters Score -136066.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -136074.750000 Penalty: 2312.035645
	Iteration 27Q: 3 clusters Score -136074.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -136087.078125 Penalty: 2312.035645
	Iteration 28Q: 3 clusters Score -136087.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -136095.609375 Penalty: 2312.035645
	Iteration 29Q: 3 clusters Score -136095.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -136100.234375 Penalty: 2312.035645
	Iteration 30Q: 3 clusters Score -136100.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -136105.843750 Penalty: 2312.035645
	Iteration 31Q: 3 clusters Score -136105.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -136107.343750 Penalty: 2312.035645
	Iteration 32Q: 3 clusters Score -136107.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -136107.343750 Penalty: 2312.035645
	Iteration 33F: 3 clusters Score -136107.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Entering Unmasked Estep 
Score: -1002469.750000 Penalty: 1462.518433
	Iteration 0F: 2 clusters Score -1002470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -996559.437500 Penalty: 2925.036865
	Iteration 0F: 3 clusters Score -996559.4 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -998435.062500 Penalty: 2925.036865
	Iteration 1F: 3 clusters Score -998435.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -998674.875000 Penalty: 2925.036865
	Iteration 2F: 3 clusters Score -998674.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -998878.937500 Penalty: 2925.036865
	Iteration 3F: 3 clusters Score -998878.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -999052.000000 Penalty: 2925.036865
	Iteration 4Q: 3 clusters Score -999052 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -999215.187500 Penalty: 2925.036865
	Iteration 5Q: 3 clusters Score -999215.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -999391.187500 Penalty: 2925.036865
	Iteration 6Q: 3 clusters Score -999391.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -999580.125000 Penalty: 2925.036865
	Iteration 7Q: 3 clusters Score -999580.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -999814.062500 Penalty: 2925.036865
	Iteration 8Q: 3 clusters Score -999814.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1000074.750000 Penalty: 2925.036865
	Iteration 9Q: 3 clusters Score -1000075 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1000324.875000 Penalty: 2925.036865
	Iteration 10Q: 3 clusters Score -1000325 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1000543.250000 Penalty: 2925.036865
	Iteration 11Q: 3 clusters Score -1000543 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1000727.562500 Penalty: 2925.036865
	Iteration 12Q: 3 clusters Score -1000728 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1000891.250000 Penalty: 2925.036865
	Iteration 13Q: 3 clusters Score -1000891 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1001006.937500 Penalty: 2925.036865
	Iteration 14Q: 3 clusters Score -1001007 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1001087.750000 Penalty: 2925.036865
	Iteration 15Q: 3 clusters Score -1001088 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1001136.062500 Penalty: 2925.036865
	Iteration 16Q: 3 clusters Score -1001136 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1001170.125000 Penalty: 2925.036865
	Iteration 17Q: 3 clusters Score -1001170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1001186.875000 Penalty: 2925.036865
	Iteration 18Q: 3 clusters Score -1001187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1001200.562500 Penalty: 2925.036865
	Iteration 19Q: 3 clusters Score -1001201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1001214.312500 Penalty: 2925.036865
	Iteration 20F: 3 clusters Score -1001214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1001227.125000 Penalty: 2925.036865
	Iteration 21Q: 3 clusters Score -1001227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1001236.000000 Penalty: 2925.036865
	Iteration 22Q: 3 clusters Score -1001236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1001245.062500 Penalty: 2925.036865
	Iteration 23Q: 3 clusters Score -1001245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1001248.625000 Penalty: 2925.036865
	Iteration 24Q: 3 clusters Score -1001249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1001251.875000 Penalty: 2925.036865
	Iteration 25Q: 3 clusters Score -1001252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1001251.812500 Penalty: 2925.036865
	Iteration 26Q: 3 clusters Score -1001252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1001251.062500 Penalty: 2925.036865
	Iteration 27Q: 3 clusters Score -1001251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1001251.062500 Penalty: 2925.036865
	Iteration 28F: 3 clusters Score -1001251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Entering Unmasked Estep 
Score: -210861.359375 Penalty: 1207.297119
	Iteration 0F: 2 clusters Score -210861.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -208967.593750 Penalty: 2414.594238
	Iteration 0F: 3 clusters Score -208967.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -209372.703125 Penalty: 2414.594238
	Iteration 1F: 3 clusters Score -209372.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -209460.046875 Penalty: 2414.594238
	Iteration 2F: 3 clusters Score -209460 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -209510.625000 Penalty: 2414.594238
	Iteration 3Q: 3 clusters Score -209510.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -209539.000000 Penalty: 2414.594238
	Iteration 4Q: 3 clusters Score -209539 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -209551.671875 Penalty: 2414.594238
	Iteration 5Q: 3 clusters Score -209551.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -209561.406250 Penalty: 2414.594238
	Iteration 6Q: 3 clusters Score -209561.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -209570.796875 Penalty: 2414.594238
	Iteration 7Q: 3 clusters Score -209570.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -209579.343750 Penalty: 2414.594238
	Iteration 8Q: 3 clusters Score -209579.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -209589.625000 Penalty: 2414.594238
	Iteration 9Q: 3 clusters Score -209589.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -209599.312500 Penalty: 2414.594238
	Iteration 10Q: 3 clusters Score -209599.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -209610.109375 Penalty: 2414.594238
	Iteration 11Q: 3 clusters Score -209610.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -209616.718750 Penalty: 2414.594238
	Iteration 12Q: 3 clusters Score -209616.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -209621.234375 Penalty: 2414.594238
	Iteration 13Q: 3 clusters Score -209621.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -209623.218750 Penalty: 2414.594238
	Iteration 14Q: 3 clusters Score -209623.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -209625.796875 Penalty: 2414.594238
	Iteration 15Q: 3 clusters Score -209625.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -209627.500000 Penalty: 2414.594238
	Iteration 16Q: 3 clusters Score -209627.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -209627.687500 Penalty: 2414.594238
	Iteration 17Q: 3 clusters Score -209627.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -209628.093750 Penalty: 2414.594238
	Iteration 18Q: 3 clusters Score -209628.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -209628.093750 Penalty: 2414.594238
	Iteration 19F: 3 clusters Score -209628.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 110922 members 
Mstep: Class 3 contains 6580 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 42847 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 6938 members 
Mstep: Class 9 contains 91701 members 
Mstep: Class 10 contains 80440 members 
Mstep: Class 11 contains 97760 members 
Mstep: Class 12 contains 48102 members 
Mstep: Class 13 contains 5012 members 
Mstep: Class 14 contains 100840 members 
Mstep: Class 15 contains 3059 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 5643 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24175 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9890 members 
Mstep: Class 25 contains 99000 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 3432 members 
Mstep: Class 29 contains 3410 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 303 members 
Mstep: Class 33 contains 13611 members 
Mstep: Class 34 contains 10144 members 
Mstep: Class 35 contains 9826 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 101626 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8104 members 
Mstep: Class 41 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784088.000000 Penalty: 91479.007812
Iteration 279Q: 42 clusters Score -1.117841e+08 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 111083 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 42843 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 6937 members 
Mstep: Class 9 contains 91583 members 
Mstep: Class 10 contains 80447 members 
Mstep: Class 11 contains 97774 members 
Mstep: Class 12 contains 48169 members 
Mstep: Class 13 contains 5014 members 
Mstep: Class 14 contains 100782 members 
Mstep: Class 15 contains 3059 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 5647 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24149 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9888 members 
Mstep: Class 25 contains 99055 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 3431 members 
Mstep: Class 29 contains 3418 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 303 members 
Mstep: Class 33 contains 13618 members 
Mstep: Class 34 contains 10146 members 
Mstep: Class 35 contains 9824 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 101511 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8101 members 
Mstep: Class 41 contains 1684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784072.000000 Penalty: 91479.007812
Iteration 280F: 42 clusters Score -1.117841e+08 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 111236 members 
Mstep: Class 3 contains 6585 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9434 members 
Mstep: Class 6 contains 42847 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 6938 members 
Mstep: Class 9 contains 91450 members 
Mstep: Class 10 contains 80471 members 
Mstep: Class 11 contains 97810 members 
Mstep: Class 12 contains 48225 members 
Mstep: Class 13 contains 5012 members 
Mstep: Class 14 contains 100676 members 
Mstep: Class 15 contains 3058 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 5648 members 
Mstep: Class 19 contains 3457 members 
Mstep: Class 20 contains 24117 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1656 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9893 members 
Mstep: Class 25 contains 99104 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 3430 members 
Mstep: Class 29 contains 3418 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 307 members 
Mstep: Class 33 contains 13623 members 
Mstep: Class 34 contains 10146 members 
Mstep: Class 35 contains 9819 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 101455 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8099 members 
Mstep: Class 41 contains 1686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783992.000000 Penalty: 91479.007812
Iteration 281Q: 42 clusters Score -1.11784e+08 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 111408 members 
Mstep: Class 3 contains 6581 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9434 members 
Mstep: Class 6 contains 42845 members 
Mstep: Class 7 contains 328 members 
Mstep: Class 8 contains 6938 members 
Mstep: Class 9 contains 91290 members 
Mstep: Class 10 contains 80496 members 
Mstep: Class 11 contains 97871 members 
Mstep: Class 12 contains 48281 members 
Mstep: Class 13 contains 5010 members 
Mstep: Class 14 contains 100563 members 
Mstep: Class 15 contains 3055 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 5645 members 
Mstep: Class 19 contains 3457 members 
Mstep: Class 20 contains 24100 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1655 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9898 members 
Mstep: Class 25 contains 99133 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 3429 members 
Mstep: Class 29 contains 3418 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 312 members 
Mstep: Class 33 contains 13631 members 
Mstep: Class 34 contains 10146 members 
Mstep: Class 35 contains 9820 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 101407 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8096 members 
Mstep: Class 41 contains 1686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783704.000000 Penalty: 91479.007812
Iteration 282Q: 42 clusters Score -1.117837e+08 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 111596 members 
Mstep: Class 3 contains 6582 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9434 members 
Mstep: Class 6 contains 42844 members 
Mstep: Class 7 contains 328 members 
Mstep: Class 8 contains 6938 members 
Mstep: Class 9 contains 91119 members 
Mstep: Class 10 contains 80514 members 
Mstep: Class 11 contains 97944 members 
Mstep: Class 12 contains 48324 members 
Mstep: Class 13 contains 5009 members 
Mstep: Class 14 contains 100435 members 
Mstep: Class 15 contains 3050 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 5647 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 24080 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1655 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9907 members 
Mstep: Class 25 contains 99141 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6741 members 
Mstep: Class 28 contains 3429 members 
Mstep: Class 29 contains 3415 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 315 members 
Mstep: Class 33 contains 13634 members 
Mstep: Class 34 contains 10147 members 
Mstep: Class 35 contains 9818 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 101393 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8096 members 
Mstep: Class 41 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783552.000000 Penalty: 91479.007812
Iteration 283Q: 42 clusters Score -1.117836e+08 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 111789 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9433 members 
Mstep: Class 6 contains 42847 members 
Mstep: Class 7 contains 328 members 
Mstep: Class 8 contains 6942 members 
Mstep: Class 9 contains 90960 members 
Mstep: Class 10 contains 80519 members 
Mstep: Class 11 contains 97989 members 
Mstep: Class 12 contains 48378 members 
Mstep: Class 13 contains 5010 members 
Mstep: Class 14 contains 100304 members 
Mstep: Class 15 contains 3049 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 5657 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 24071 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1654 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9910 members 
Mstep: Class 25 contains 99183 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 3429 members 
Mstep: Class 29 contains 3415 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 317 members 
Mstep: Class 33 contains 13636 members 
Mstep: Class 34 contains 10149 members 
Mstep: Class 35 contains 9814 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 101337 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8091 members 
Mstep: Class 41 contains 1683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783408.000000 Penalty: 91479.007812
Iteration 284Q: 42 clusters Score -1.117834e+08 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 111981 members 
Mstep: Class 3 contains 6581 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9432 members 
Mstep: Class 6 contains 42827 members 
Mstep: Class 7 contains 328 members 
Mstep: Class 8 contains 6946 members 
Mstep: Class 9 contains 90800 members 
Mstep: Class 10 contains 80541 members 
Mstep: Class 11 contains 98003 members 
Mstep: Class 12 contains 48436 members 
Mstep: Class 13 contains 5011 members 
Mstep: Class 14 contains 100240 members 
Mstep: Class 15 contains 3044 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 5651 members 
Mstep: Class 19 contains 3454 members 
Mstep: Class 20 contains 24059 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1654 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9917 members 
Mstep: Class 25 contains 99235 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 3428 members 
Mstep: Class 29 contains 3415 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13640 members 
Mstep: Class 34 contains 10151 members 
Mstep: Class 35 contains 9811 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 101260 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8086 members 
Mstep: Class 41 contains 1682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783560.000000 Penalty: 91479.007812
Iteration 285Q: 42 clusters Score -1.117836e+08 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 112136 members 
Mstep: Class 3 contains 6582 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9431 members 
Mstep: Class 6 contains 42816 members 
Mstep: Class 7 contains 328 members 
Mstep: Class 8 contains 6947 members 
Mstep: Class 9 contains 90648 members 
Mstep: Class 10 contains 80542 members 
Mstep: Class 11 contains 98031 members 
Mstep: Class 12 contains 48485 members 
Mstep: Class 13 contains 5012 members 
Mstep: Class 14 contains 100174 members 
Mstep: Class 15 contains 3043 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 5651 members 
Mstep: Class 19 contains 3458 members 
Mstep: Class 20 contains 24045 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1653 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9917 members 
Mstep: Class 25 contains 99302 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6754 members 
Mstep: Class 28 contains 3428 members 
Mstep: Class 29 contains 3415 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13643 members 
Mstep: Class 34 contains 10151 members 
Mstep: Class 35 contains 9814 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 101187 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8080 members 
Mstep: Class 41 contains 1683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783448.000000 Penalty: 91479.007812
Iteration 286Q: 42 clusters Score -1.117834e+08 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 112256 members 
Mstep: Class 3 contains 6580 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9430 members 
Mstep: Class 6 contains 42808 members 
Mstep: Class 7 contains 328 members 
Mstep: Class 8 contains 6949 members 
Mstep: Class 9 contains 90480 members 
Mstep: Class 10 contains 80583 members 
Mstep: Class 11 contains 98063 members 
Mstep: Class 12 contains 48537 members 
Mstep: Class 13 contains 5013 members 
Mstep: Class 14 contains 100152 members 
Mstep: Class 15 contains 3043 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 5658 members 
Mstep: Class 19 contains 3459 members 
Mstep: Class 20 contains 24031 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9917 members 
Mstep: Class 25 contains 99339 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6756 members 
Mstep: Class 28 contains 3428 members 
Mstep: Class 29 contains 3416 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13644 members 
Mstep: Class 34 contains 10155 members 
Mstep: Class 35 contains 9815 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 101106 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8071 members 
Mstep: Class 41 contains 1683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783472.000000 Penalty: 91479.007812
Iteration 287Q: 42 clusters Score -1.117835e+08 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 112416 members 
Mstep: Class 3 contains 6579 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9431 members 
Mstep: Class 6 contains 42801 members 
Mstep: Class 7 contains 328 members 
Mstep: Class 8 contains 6950 members 
Mstep: Class 9 contains 90262 members 
Mstep: Class 10 contains 80610 members 
Mstep: Class 11 contains 98110 members 
Mstep: Class 12 contains 48592 members 
Mstep: Class 13 contains 5019 members 
Mstep: Class 14 contains 100115 members 
Mstep: Class 15 contains 3042 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 5649 members 
Mstep: Class 19 contains 3459 members 
Mstep: Class 20 contains 24015 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9927 members 
Mstep: Class 25 contains 99371 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6756 members 
Mstep: Class 28 contains 3427 members 
Mstep: Class 29 contains 3414 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13654 members 
Mstep: Class 34 contains 10156 members 
Mstep: Class 35 contains 9812 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 101058 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8062 members 
Mstep: Class 41 contains 1682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783168.000000 Penalty: 91479.007812
Iteration 288Q: 42 clusters Score -1.117832e+08 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 112562 members 
Mstep: Class 3 contains 6580 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9430 members 
Mstep: Class 6 contains 42794 members 
Mstep: Class 7 contains 328 members 
Mstep: Class 8 contains 6954 members 
Mstep: Class 9 contains 90019 members 
Mstep: Class 10 contains 80648 members 
Mstep: Class 11 contains 98179 members 
Mstep: Class 12 contains 48661 members 
Mstep: Class 13 contains 5022 members 
Mstep: Class 14 contains 100118 members 
Mstep: Class 15 contains 3039 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 5645 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 20 contains 24004 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9925 members 
Mstep: Class 25 contains 99378 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 3426 members 
Mstep: Class 29 contains 3416 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13666 members 
Mstep: Class 34 contains 10156 members 
Mstep: Class 35 contains 9811 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 100979 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8058 members 
Mstep: Class 41 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783072.000000 Penalty: 91479.007812
Iteration 289Q: 42 clusters Score -1.117831e+08 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 112681 members 
Mstep: Class 3 contains 6581 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9430 members 
Mstep: Class 6 contains 42815 members 
Mstep: Class 7 contains 328 members 
Mstep: Class 8 contains 6958 members 
Mstep: Class 9 contains 89706 members 
Mstep: Class 10 contains 80651 members 
Mstep: Class 11 contains 98251 members 
Mstep: Class 12 contains 48727 members 
Mstep: Class 13 contains 5018 members 
Mstep: Class 14 contains 100147 members 
Mstep: Class 15 contains 3039 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 5640 members 
Mstep: Class 19 contains 3462 members 
Mstep: Class 20 contains 24007 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1653 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9934 members 
Mstep: Class 25 contains 99437 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6761 members 
Mstep: Class 28 contains 3423 members 
Mstep: Class 29 contains 3418 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13671 members 
Mstep: Class 34 contains 10160 members 
Mstep: Class 35 contains 9813 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 100906 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1229 members 
Mstep: Class 40 contains 8049 members 
Mstep: Class 41 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782824.000000 Penalty: 91479.007812
Iteration 290Q: 42 clusters Score -1.117828e+08 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 112848 members 
Mstep: Class 3 contains 6579 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9431 members 
Mstep: Class 6 contains 42821 members 
Mstep: Class 7 contains 328 members 
Mstep: Class 8 contains 6959 members 
Mstep: Class 9 contains 89372 members 
Mstep: Class 10 contains 80647 members 
Mstep: Class 11 contains 98282 members 
Mstep: Class 12 contains 48798 members 
Mstep: Class 13 contains 5016 members 
Mstep: Class 14 contains 100284 members 
Mstep: Class 15 contains 3035 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 5633 members 
Mstep: Class 19 contains 3462 members 
Mstep: Class 20 contains 24005 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9945 members 
Mstep: Class 25 contains 99488 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6762 members 
Mstep: Class 28 contains 3421 members 
Mstep: Class 29 contains 3418 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13675 members 
Mstep: Class 34 contains 10167 members 
Mstep: Class 35 contains 9809 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 100789 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1228 members 
Mstep: Class 40 contains 8041 members 
Mstep: Class 41 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782448.000000 Penalty: 91479.007812
Iteration 291Q: 42 clusters Score -1.117824e+08 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 113149 members 
Mstep: Class 3 contains 6579 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9432 members 
Mstep: Class 6 contains 42825 members 
Mstep: Class 7 contains 328 members 
Mstep: Class 8 contains 6956 members 
Mstep: Class 9 contains 89053 members 
Mstep: Class 10 contains 80632 members 
Mstep: Class 11 contains 98341 members 
Mstep: Class 12 contains 48880 members 
Mstep: Class 13 contains 5017 members 
Mstep: Class 14 contains 100337 members 
Mstep: Class 15 contains 3034 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 5621 members 
Mstep: Class 19 contains 3464 members 
Mstep: Class 20 contains 24004 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9955 members 
Mstep: Class 25 contains 99540 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6764 members 
Mstep: Class 28 contains 3420 members 
Mstep: Class 29 contains 3419 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13682 members 
Mstep: Class 34 contains 10170 members 
Mstep: Class 35 contains 9807 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 100581 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1228 members 
Mstep: Class 40 contains 8027 members 
Mstep: Class 41 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782312.000000 Penalty: 91479.007812
Iteration 292Q: 42 clusters Score -1.117823e+08 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 113455 members 
Mstep: Class 3 contains 6579 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9429 members 
Mstep: Class 6 contains 42843 members 
Mstep: Class 7 contains 328 members 
Mstep: Class 8 contains 6957 members 
Mstep: Class 9 contains 88724 members 
Mstep: Class 10 contains 80594 members 
Mstep: Class 11 contains 98363 members 
Mstep: Class 12 contains 48964 members 
Mstep: Class 13 contains 5018 members 
Mstep: Class 14 contains 100392 members 
Mstep: Class 15 contains 3035 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 5617 members 
Mstep: Class 19 contains 3464 members 
Mstep: Class 20 contains 24003 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9969 members 
Mstep: Class 25 contains 99645 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 3418 members 
Mstep: Class 29 contains 3423 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13685 members 
Mstep: Class 34 contains 10173 members 
Mstep: Class 35 contains 9809 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 100344 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1228 members 
Mstep: Class 40 contains 8019 members 
Mstep: Class 41 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782496.000000 Penalty: 91479.007812
Iteration 293Q: 42 clusters Score -1.117825e+08 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 113784 members 
Mstep: Class 3 contains 6582 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9427 members 
Mstep: Class 6 contains 42868 members 
Mstep: Class 7 contains 328 members 
Mstep: Class 8 contains 6960 members 
Mstep: Class 9 contains 88421 members 
Mstep: Class 10 contains 80554 members 
Mstep: Class 11 contains 98403 members 
Mstep: Class 12 contains 49054 members 
Mstep: Class 13 contains 5021 members 
Mstep: Class 14 contains 100409 members 
Mstep: Class 15 contains 3038 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 5610 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 23997 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9975 members 
Mstep: Class 25 contains 99730 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6766 members 
Mstep: Class 28 contains 3410 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13686 members 
Mstep: Class 34 contains 10175 members 
Mstep: Class 35 contains 9804 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 100103 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1228 members 
Mstep: Class 40 contains 8018 members 
Mstep: Class 41 contains 1680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782352.000000 Penalty: 91479.007812
Iteration 294Q: 42 clusters Score -1.117824e+08 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 114146 members 
Mstep: Class 3 contains 6586 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 42888 members 
Mstep: Class 7 contains 328 members 
Mstep: Class 8 contains 6965 members 
Mstep: Class 9 contains 88122 members 
Mstep: Class 10 contains 80493 members 
Mstep: Class 11 contains 98470 members 
Mstep: Class 12 contains 49146 members 
Mstep: Class 13 contains 5019 members 
Mstep: Class 14 contains 100350 members 
Mstep: Class 15 contains 3040 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 5611 members 
Mstep: Class 19 contains 3464 members 
Mstep: Class 20 contains 23980 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9981 members 
Mstep: Class 25 contains 99832 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6764 members 
Mstep: Class 28 contains 3405 members 
Mstep: Class 29 contains 3437 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13686 members 
Mstep: Class 34 contains 10175 members 
Mstep: Class 35 contains 9803 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 99888 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 1228 members 
Mstep: Class 40 contains 8007 members 
Mstep: Class 41 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782304.000000 Penalty: 91479.007812
Iteration 295Q: 42 clusters Score -1.117823e+08 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 114537 members 
Mstep: Class 3 contains 6585 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9425 members 
Mstep: Class 6 contains 42892 members 
Mstep: Class 7 contains 328 members 
Mstep: Class 8 contains 6972 members 
Mstep: Class 9 contains 87832 members 
Mstep: Class 10 contains 80452 members 
Mstep: Class 11 contains 98571 members 
Mstep: Class 12 contains 49242 members 
Mstep: Class 13 contains 5024 members 
Mstep: Class 14 contains 100209 members 
Mstep: Class 15 contains 3041 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 5609 members 
Mstep: Class 19 contains 3467 members 
Mstep: Class 20 contains 23960 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9987 members 
Mstep: Class 25 contains 99900 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6766 members 
Mstep: Class 28 contains 3404 members 
Mstep: Class 29 contains 3443 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13690 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9799 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 99707 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1228 members 
Mstep: Class 40 contains 7989 members 
Mstep: Class 41 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782224.000000 Penalty: 91479.007812
Iteration 296Q: 42 clusters Score -1.117822e+08 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 114920 members 
Mstep: Class 3 contains 6587 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 42891 members 
Mstep: Class 7 contains 328 members 
Mstep: Class 8 contains 6972 members 
Mstep: Class 9 contains 87488 members 
Mstep: Class 10 contains 80428 members 
Mstep: Class 11 contains 98657 members 
Mstep: Class 12 contains 49340 members 
Mstep: Class 13 contains 5028 members 
Mstep: Class 14 contains 100119 members 
Mstep: Class 15 contains 3041 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 5597 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 23944 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9993 members 
Mstep: Class 25 contains 100012 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6763 members 
Mstep: Class 28 contains 3401 members 
Mstep: Class 29 contains 3444 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13690 members 
Mstep: Class 34 contains 10179 members 
Mstep: Class 35 contains 9799 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 99521 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1228 members 
Mstep: Class 40 contains 7972 members 
Mstep: Class 41 contains 1678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781944.000000 Penalty: 91479.007812
Iteration 297Q: 42 clusters Score -1.117819e+08 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 115266 members 
Mstep: Class 3 contains 6589 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9427 members 
Mstep: Class 6 contains 42890 members 
Mstep: Class 7 contains 328 members 
Mstep: Class 8 contains 6974 members 
Mstep: Class 9 contains 87132 members 
Mstep: Class 10 contains 80420 members 
Mstep: Class 11 contains 98791 members 
Mstep: Class 12 contains 49420 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 100024 members 
Mstep: Class 15 contains 3041 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 5587 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 23935 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9991 members 
Mstep: Class 25 contains 100130 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 3399 members 
Mstep: Class 29 contains 3449 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13690 members 
Mstep: Class 34 contains 10178 members 
Mstep: Class 35 contains 9797 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 99324 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1228 members 
Mstep: Class 40 contains 7961 members 
Mstep: Class 41 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781640.000000 Penalty: 91479.007812
Iteration 298Q: 42 clusters Score -1.117816e+08 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 115524 members 
Mstep: Class 3 contains 6587 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9427 members 
Mstep: Class 6 contains 42889 members 
Mstep: Class 7 contains 328 members 
Mstep: Class 8 contains 6977 members 
Mstep: Class 9 contains 86847 members 
Mstep: Class 10 contains 80436 members 
Mstep: Class 11 contains 98940 members 
Mstep: Class 12 contains 49524 members 
Mstep: Class 13 contains 5033 members 
Mstep: Class 14 contains 99906 members 
Mstep: Class 15 contains 3039 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 5579 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 23916 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9981 members 
Mstep: Class 25 contains 100218 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6755 members 
Mstep: Class 28 contains 3398 members 
Mstep: Class 29 contains 3456 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13683 members 
Mstep: Class 34 contains 10178 members 
Mstep: Class 35 contains 9790 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 99171 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1228 members 
Mstep: Class 40 contains 7951 members 
Mstep: Class 41 contains 1678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781744.000000 Penalty: 91479.007812
Iteration 299Q: 42 clusters Score -1.117817e+08 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 115820 members 
Mstep: Class 3 contains 6585 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9427 members 
Mstep: Class 6 contains 42882 members 
Mstep: Class 7 contains 328 members 
Mstep: Class 8 contains 6980 members 
Mstep: Class 9 contains 86541 members 
Mstep: Class 10 contains 80459 members 
Mstep: Class 11 contains 99064 members 
Mstep: Class 12 contains 49649 members 
Mstep: Class 13 contains 5033 members 
Mstep: Class 14 contains 99709 members 
Mstep: Class 15 contains 3040 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 5574 members 
Mstep: Class 19 contains 3469 members 
Mstep: Class 20 contains 23892 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9980 members 
Mstep: Class 25 contains 100300 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6750 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 3460 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13689 members 
Mstep: Class 34 contains 10179 members 
Mstep: Class 35 contains 9790 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 99060 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1228 members 
Mstep: Class 40 contains 7940 members 
Mstep: Class 41 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781568.000000 Penalty: 91479.007812
Iteration 300F: 42 clusters Score -1.117816e+08 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 116112 members 
Mstep: Class 3 contains 6587 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 42877 members 
Mstep: Class 7 contains 328 members 
Mstep: Class 8 contains 6981 members 
Mstep: Class 9 contains 86218 members 
Mstep: Class 10 contains 80453 members 
Mstep: Class 11 contains 99210 members 
Mstep: Class 12 contains 49776 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 99567 members 
Mstep: Class 15 contains 3041 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 5567 members 
Mstep: Class 19 contains 3471 members 
Mstep: Class 20 contains 23862 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9989 members 
Mstep: Class 25 contains 100352 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 3393 members 
Mstep: Class 29 contains 3467 members 
Mstep: Class 30 contains 1905 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 324 members 
Mstep: Class 33 contains 13695 members 
Mstep: Class 34 contains 10180 members 
Mstep: Class 35 contains 9789 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 98937 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1228 members 
Mstep: Class 40 contains 7932 members 
Mstep: Class 41 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781776.000000 Penalty: 91479.007812
Iteration 301Q: 42 clusters Score -1.117818e+08 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 116363 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 42901 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 6981 members 
Mstep: Class 9 contains 85875 members 
Mstep: Class 10 contains 80472 members 
Mstep: Class 11 contains 99290 members 
Mstep: Class 12 contains 49931 members 
Mstep: Class 13 contains 5035 members 
Mstep: Class 14 contains 99466 members 
Mstep: Class 15 contains 3042 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 493 members 
Mstep: Class 18 contains 5572 members 
Mstep: Class 19 contains 3469 members 
Mstep: Class 20 contains 23846 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9988 members 
Mstep: Class 25 contains 100419 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 3392 members 
Mstep: Class 29 contains 3469 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 324 members 
Mstep: Class 33 contains 13693 members 
Mstep: Class 34 contains 10183 members 
Mstep: Class 35 contains 9786 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 98808 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1228 members 
Mstep: Class 40 contains 7923 members 
Mstep: Class 41 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781456.000000 Penalty: 91479.007812
Iteration 302Q: 42 clusters Score -1.117815e+08 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 116611 members 
Mstep: Class 3 contains 6585 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 42930 members 
Mstep: Class 7 contains 331 members 
Mstep: Class 8 contains 6975 members 
Mstep: Class 9 contains 85545 members 
Mstep: Class 10 contains 80491 members 
Mstep: Class 11 contains 99406 members 
Mstep: Class 12 contains 50098 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 99329 members 
Mstep: Class 15 contains 3040 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 493 members 
Mstep: Class 18 contains 5572 members 
Mstep: Class 19 contains 3475 members 
Mstep: Class 20 contains 23825 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9988 members 
Mstep: Class 25 contains 100512 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 3470 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 13691 members 
Mstep: Class 34 contains 10182 members 
Mstep: Class 35 contains 9787 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 98629 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1228 members 
Mstep: Class 40 contains 7915 members 
Mstep: Class 41 contains 1672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780960.000000 Penalty: 91479.007812
Iteration 303Q: 42 clusters Score -1.11781e+08 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 116882 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 42936 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 6977 members 
Mstep: Class 9 contains 85217 members 
Mstep: Class 10 contains 80505 members 
Mstep: Class 11 contains 99519 members 
Mstep: Class 12 contains 50236 members 
Mstep: Class 13 contains 5036 members 
Mstep: Class 14 contains 99234 members 
Mstep: Class 15 contains 3041 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 493 members 
Mstep: Class 18 contains 5566 members 
Mstep: Class 19 contains 3478 members 
Mstep: Class 20 contains 23788 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1648 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10000 members 
Mstep: Class 25 contains 100580 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 3386 members 
Mstep: Class 29 contains 3463 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 322 members 
Mstep: Class 33 contains 13691 members 
Mstep: Class 34 contains 10183 members 
Mstep: Class 35 contains 9787 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 98488 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1228 members 
Mstep: Class 40 contains 7901 members 
Mstep: Class 41 contains 1672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781000.000000 Penalty: 91479.007812
Iteration 304Q: 42 clusters Score -1.11781e+08 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 117162 members 
Mstep: Class 3 contains 6581 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9427 members 
Mstep: Class 6 contains 42949 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 6977 members 
Mstep: Class 9 contains 84855 members 
Mstep: Class 10 contains 80498 members 
Mstep: Class 11 contains 99629 members 
Mstep: Class 12 contains 50380 members 
Mstep: Class 13 contains 5033 members 
Mstep: Class 14 contains 99167 members 
Mstep: Class 15 contains 3043 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 493 members 
Mstep: Class 18 contains 5561 members 
Mstep: Class 19 contains 3483 members 
Mstep: Class 20 contains 23757 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1648 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10016 members 
Mstep: Class 25 contains 100647 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 3382 members 
Mstep: Class 29 contains 3461 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 322 members 
Mstep: Class 33 contains 13704 members 
Mstep: Class 34 contains 10182 members 
Mstep: Class 35 contains 9784 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 98330 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1228 members 
Mstep: Class 40 contains 7885 members 
Mstep: Class 41 contains 1672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780768.000000 Penalty: 91479.007812
Iteration 305Q: 42 clusters Score -1.117808e+08 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 117450 members 
Mstep: Class 3 contains 6580 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 42967 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 6978 members 
Mstep: Class 9 contains 84515 members 
Mstep: Class 10 contains 80479 members 
Mstep: Class 11 contains 99727 members 
Mstep: Class 12 contains 50512 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 99170 members 
Mstep: Class 15 contains 3047 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 493 members 
Mstep: Class 18 contains 5558 members 
Mstep: Class 19 contains 3481 members 
Mstep: Class 20 contains 23730 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1648 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10017 members 
Mstep: Class 25 contains 100702 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6751 members 
Mstep: Class 28 contains 3379 members 
Mstep: Class 29 contains 3461 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 322 members 
Mstep: Class 33 contains 13712 members 
Mstep: Class 34 contains 10182 members 
Mstep: Class 35 contains 9780 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 98117 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1228 members 
Mstep: Class 40 contains 7874 members 
Mstep: Class 41 contains 1676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781056.000000 Penalty: 91479.007812
Iteration 306Q: 42 clusters Score -1.117811e+08 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 117743 members 
Mstep: Class 3 contains 6581 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9428 members 
Mstep: Class 6 contains 42989 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 6978 members 
Mstep: Class 9 contains 84161 members 
Mstep: Class 10 contains 80480 members 
Mstep: Class 11 contains 99825 members 
Mstep: Class 12 contains 50644 members 
Mstep: Class 13 contains 5035 members 
Mstep: Class 14 contains 99166 members 
Mstep: Class 15 contains 3044 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 493 members 
Mstep: Class 18 contains 5569 members 
Mstep: Class 19 contains 3480 members 
Mstep: Class 20 contains 23680 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1647 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10005 members 
Mstep: Class 25 contains 100800 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6751 members 
Mstep: Class 28 contains 3377 members 
Mstep: Class 29 contains 3462 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 322 members 
Mstep: Class 33 contains 13723 members 
Mstep: Class 34 contains 10181 members 
Mstep: Class 35 contains 9776 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 97884 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1228 members 
Mstep: Class 40 contains 7860 members 
Mstep: Class 41 contains 1677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781232.000000 Penalty: 91479.007812
Iteration 307Q: 42 clusters Score -1.117812e+08 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 118018 members 
Mstep: Class 3 contains 6581 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9428 members 
Mstep: Class 6 contains 42994 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 6983 members 
Mstep: Class 9 contains 83822 members 
Mstep: Class 10 contains 80500 members 
Mstep: Class 11 contains 99888 members 
Mstep: Class 12 contains 50785 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 99173 members 
Mstep: Class 15 contains 3042 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5566 members 
Mstep: Class 19 contains 3483 members 
Mstep: Class 20 contains 23627 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1647 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10000 members 
Mstep: Class 25 contains 100958 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6752 members 
Mstep: Class 28 contains 3372 members 
Mstep: Class 29 contains 3462 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 322 members 
Mstep: Class 33 contains 13738 members 
Mstep: Class 34 contains 10180 members 
Mstep: Class 35 contains 9776 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 97608 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7848 members 
Mstep: Class 41 contains 1678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781024.000000 Penalty: 91479.007812
Iteration 308Q: 42 clusters Score -1.11781e+08 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 118336 members 
Mstep: Class 3 contains 6577 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9429 members 
Mstep: Class 6 contains 42993 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 6986 members 
Mstep: Class 9 contains 83521 members 
Mstep: Class 10 contains 80481 members 
Mstep: Class 11 contains 99951 members 
Mstep: Class 12 contains 50928 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 99171 members 
Mstep: Class 15 contains 3039 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5565 members 
Mstep: Class 19 contains 3484 members 
Mstep: Class 20 contains 23601 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1647 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10000 members 
Mstep: Class 25 contains 101104 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 3367 members 
Mstep: Class 29 contains 3464 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 322 members 
Mstep: Class 33 contains 13750 members 
Mstep: Class 34 contains 10180 members 
Mstep: Class 35 contains 9773 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 97299 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7836 members 
Mstep: Class 41 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780824.000000 Penalty: 91479.007812
Iteration 309Q: 42 clusters Score -1.117808e+08 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 118694 members 
Mstep: Class 3 contains 6579 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9429 members 
Mstep: Class 6 contains 42996 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 6985 members 
Mstep: Class 9 contains 83203 members 
Mstep: Class 10 contains 80460 members 
Mstep: Class 11 contains 100073 members 
Mstep: Class 12 contains 51047 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 99148 members 
Mstep: Class 15 contains 3038 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5547 members 
Mstep: Class 19 contains 3483 members 
Mstep: Class 20 contains 23587 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1648 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9998 members 
Mstep: Class 25 contains 101211 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 3362 members 
Mstep: Class 29 contains 3462 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 322 members 
Mstep: Class 33 contains 13770 members 
Mstep: Class 34 contains 10180 members 
Mstep: Class 35 contains 9768 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 96978 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7832 members 
Mstep: Class 41 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780824.000000 Penalty: 91479.007812
Iteration 310Q: 42 clusters Score -1.117808e+08 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 118983 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9429 members 
Mstep: Class 6 contains 43012 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 6982 members 
Mstep: Class 9 contains 82933 members 
Mstep: Class 10 contains 80475 members 
Mstep: Class 11 contains 100195 members 
Mstep: Class 12 contains 51143 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 99146 members 
Mstep: Class 15 contains 3038 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5536 members 
Mstep: Class 19 contains 3483 members 
Mstep: Class 20 contains 23571 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1647 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9988 members 
Mstep: Class 25 contains 101321 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6751 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 3459 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 322 members 
Mstep: Class 33 contains 13782 members 
Mstep: Class 34 contains 10181 members 
Mstep: Class 35 contains 9772 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 96630 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7822 members 
Mstep: Class 41 contains 1680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780656.000000 Penalty: 91479.007812
Iteration 311Q: 42 clusters Score -1.117807e+08 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 119213 members 
Mstep: Class 3 contains 6582 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9431 members 
Mstep: Class 6 contains 43018 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 6980 members 
Mstep: Class 9 contains 82720 members 
Mstep: Class 10 contains 80464 members 
Mstep: Class 11 contains 100329 members 
Mstep: Class 12 contains 51251 members 
Mstep: Class 13 contains 5024 members 
Mstep: Class 14 contains 99157 members 
Mstep: Class 15 contains 3035 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5530 members 
Mstep: Class 19 contains 3482 members 
Mstep: Class 20 contains 23541 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1647 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9988 members 
Mstep: Class 25 contains 101427 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6749 members 
Mstep: Class 28 contains 3354 members 
Mstep: Class 29 contains 3461 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 322 members 
Mstep: Class 33 contains 13803 members 
Mstep: Class 34 contains 10180 members 
Mstep: Class 35 contains 9771 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 96308 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7807 members 
Mstep: Class 41 contains 1680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780560.000000 Penalty: 91479.007812
Iteration 312Q: 42 clusters Score -1.117806e+08 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 119433 members 
Mstep: Class 3 contains 6578 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9430 members 
Mstep: Class 6 contains 43024 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 6974 members 
Mstep: Class 9 contains 82521 members 
Mstep: Class 10 contains 80468 members 
Mstep: Class 11 contains 100453 members 
Mstep: Class 12 contains 51362 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 99168 members 
Mstep: Class 15 contains 3039 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5513 members 
Mstep: Class 19 contains 3483 members 
Mstep: Class 20 contains 23510 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9988 members 
Mstep: Class 25 contains 101519 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6752 members 
Mstep: Class 28 contains 3350 members 
Mstep: Class 29 contains 3461 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 322 members 
Mstep: Class 33 contains 13817 members 
Mstep: Class 34 contains 10178 members 
Mstep: Class 35 contains 9769 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 95991 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7798 members 
Mstep: Class 41 contains 1680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780344.000000 Penalty: 91479.007812
Iteration 313Q: 42 clusters Score -1.117803e+08 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 119610 members 
Mstep: Class 3 contains 6579 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9430 members 
Mstep: Class 6 contains 43018 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 6972 members 
Mstep: Class 9 contains 82338 members 
Mstep: Class 10 contains 80467 members 
Mstep: Class 11 contains 100600 members 
Mstep: Class 12 contains 51457 members 
Mstep: Class 13 contains 5025 members 
Mstep: Class 14 contains 99175 members 
Mstep: Class 15 contains 3038 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5504 members 
Mstep: Class 19 contains 3483 members 
Mstep: Class 20 contains 23471 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9979 members 
Mstep: Class 25 contains 101610 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6757 members 
Mstep: Class 28 contains 3345 members 
Mstep: Class 29 contains 3467 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 322 members 
Mstep: Class 33 contains 13830 members 
Mstep: Class 34 contains 10182 members 
Mstep: Class 35 contains 9768 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 95705 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7790 members 
Mstep: Class 41 contains 1677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780048.000000 Penalty: 91479.007812
Iteration 314Q: 42 clusters Score -1.1178e+08 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 119787 members 
Mstep: Class 3 contains 6574 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9430 members 
Mstep: Class 6 contains 43004 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 6971 members 
Mstep: Class 9 contains 82146 members 
Mstep: Class 10 contains 80489 members 
Mstep: Class 11 contains 100773 members 
Mstep: Class 12 contains 51549 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 99109 members 
Mstep: Class 15 contains 3043 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5486 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 23413 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1653 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9967 members 
Mstep: Class 25 contains 101716 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6754 members 
Mstep: Class 28 contains 3343 members 
Mstep: Class 29 contains 3473 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 322 members 
Mstep: Class 33 contains 13854 members 
Mstep: Class 34 contains 10182 members 
Mstep: Class 35 contains 9767 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 95484 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7779 members 
Mstep: Class 41 contains 1677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779784.000000 Penalty: 91479.007812
Iteration 315Q: 42 clusters Score -1.117798e+08 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 119933 members 
Mstep: Class 3 contains 6575 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9430 members 
Mstep: Class 6 contains 42978 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 6970 members 
Mstep: Class 9 contains 82011 members 
Mstep: Class 10 contains 80489 members 
Mstep: Class 11 contains 100879 members 
Mstep: Class 12 contains 51658 members 
Mstep: Class 13 contains 5023 members 
Mstep: Class 14 contains 99055 members 
Mstep: Class 15 contains 3042 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5484 members 
Mstep: Class 19 contains 3486 members 
Mstep: Class 20 contains 23340 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9965 members 
Mstep: Class 25 contains 101842 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 3340 members 
Mstep: Class 29 contains 3472 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 322 members 
Mstep: Class 33 contains 13862 members 
Mstep: Class 34 contains 10180 members 
Mstep: Class 35 contains 9768 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 95288 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7767 members 
Mstep: Class 41 contains 1678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779856.000000 Penalty: 91479.007812
Iteration 316Q: 42 clusters Score -1.117799e+08 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 120063 members 
Mstep: Class 3 contains 6576 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9431 members 
Mstep: Class 6 contains 42949 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 6969 members 
Mstep: Class 9 contains 81873 members 
Mstep: Class 10 contains 80524 members 
Mstep: Class 11 contains 100979 members 
Mstep: Class 12 contains 51768 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 99008 members 
Mstep: Class 15 contains 3041 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5471 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 23291 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9952 members 
Mstep: Class 25 contains 101936 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6760 members 
Mstep: Class 28 contains 3338 members 
Mstep: Class 29 contains 3474 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 322 members 
Mstep: Class 33 contains 13875 members 
Mstep: Class 34 contains 10179 members 
Mstep: Class 35 contains 9763 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 95114 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7754 members 
Mstep: Class 41 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779392.000000 Penalty: 91479.007812
Iteration 317Q: 42 clusters Score -1.117794e+08 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 120228 members 
Mstep: Class 3 contains 6574 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9433 members 
Mstep: Class 6 contains 42916 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 6967 members 
Mstep: Class 9 contains 81819 members 
Mstep: Class 10 contains 80521 members 
Mstep: Class 11 contains 101108 members 
Mstep: Class 12 contains 51854 members 
Mstep: Class 13 contains 5024 members 
Mstep: Class 14 contains 98967 members 
Mstep: Class 15 contains 3040 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5443 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 23232 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1648 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 101979 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6764 members 
Mstep: Class 28 contains 3336 members 
Mstep: Class 29 contains 3478 members 
Mstep: Class 30 contains 1905 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 322 members 
Mstep: Class 33 contains 13887 members 
Mstep: Class 34 contains 10179 members 
Mstep: Class 35 contains 9758 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 94903 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7742 members 
Mstep: Class 41 contains 1682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779360.000000 Penalty: 91479.007812
Iteration 318Q: 42 clusters Score -1.117794e+08 nChanged 3034
Entering ConstructFrom: 
Score: -111779360.000000 Penalty: 91479.007812
Entering ConstructFrom: 
Trying to split cluster 1 (3269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Entering Unmasked Estep 
Score: -409815.312500 Penalty: 1314.988892
	Iteration 0F: 2 clusters Score -409815.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -406959.718750 Penalty: 2629.977783
	Iteration 0F: 3 clusters Score -406959.7 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -407698.812500 Penalty: 2629.977783
	Iteration 1F: 3 clusters Score -407698.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -407860.781250 Penalty: 2629.977783
	Iteration 2F: 3 clusters Score -407860.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -407991.281250 Penalty: 2629.977783
	Iteration 3F: 3 clusters Score -407991.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -408102.281250 Penalty: 2629.977783
	Iteration 4Q: 3 clusters Score -408102.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -408188.593750 Penalty: 2629.977783
	Iteration 5Q: 3 clusters Score -408188.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -408256.906250 Penalty: 2629.977783
	Iteration 6Q: 3 clusters Score -408256.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -408317.625000 Penalty: 2629.977783
	Iteration 7Q: 3 clusters Score -408317.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -408382.156250 Penalty: 2629.977783
	Iteration 8Q: 3 clusters Score -408382.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -408430.687500 Penalty: 2629.977783
	Iteration 9Q: 3 clusters Score -408430.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -408459.343750 Penalty: 2629.977783
	Iteration 10Q: 3 clusters Score -408459.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -408482.000000 Penalty: 2629.977783
	Iteration 11Q: 3 clusters Score -408482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -408496.187500 Penalty: 2629.977783
	Iteration 12Q: 3 clusters Score -408496.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -408506.500000 Penalty: 2629.977783
	Iteration 13Q: 3 clusters Score -408506.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -408517.937500 Penalty: 2629.977783
	Iteration 14Q: 3 clusters Score -408517.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -408533.781250 Penalty: 2629.977783
	Iteration 15Q: 3 clusters Score -408533.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -408551.125000 Penalty: 2629.977783
	Iteration 16Q: 3 clusters Score -408551.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -408571.218750 Penalty: 2629.977783
	Iteration 17Q: 3 clusters Score -408571.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -408588.781250 Penalty: 2629.977783
	Iteration 18Q: 3 clusters Score -408588.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -408605.906250 Penalty: 2629.977783
	Iteration 19Q: 3 clusters Score -408605.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -408617.656250 Penalty: 2629.977783
	Iteration 20F: 3 clusters Score -408617.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -408629.531250 Penalty: 2629.977783
	Iteration 21Q: 3 clusters Score -408629.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -408640.125000 Penalty: 2629.977783
	Iteration 22Q: 3 clusters Score -408640.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -408647.250000 Penalty: 2629.977783
	Iteration 23Q: 3 clusters Score -408647.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -408654.500000 Penalty: 2629.977783
	Iteration 24Q: 3 clusters Score -408654.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -408657.968750 Penalty: 2629.977783
	Iteration 25Q: 3 clusters Score -408658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -408662.156250 Penalty: 2629.977783
	Iteration 26Q: 3 clusters Score -408662.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -408668.281250 Penalty: 2629.977783
	Iteration 27Q: 3 clusters Score -408668.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -408674.718750 Penalty: 2629.977783
	Iteration 28Q: 3 clusters Score -408674.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -408682.531250 Penalty: 2629.977783
	Iteration 29Q: 3 clusters Score -408682.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -408683.750000 Penalty: 2629.977783
	Iteration 30Q: 3 clusters Score -408683.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -408685.625000 Penalty: 2629.977783
	Iteration 31Q: 3 clusters Score -408685.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -408687.031250 Penalty: 2629.977783
	Iteration 32Q: 3 clusters Score -408687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -408688.531250 Penalty: 2629.977783
	Iteration 33Q: 3 clusters Score -408688.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -408689.156250 Penalty: 2629.977783
	Iteration 34Q: 3 clusters Score -408689.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -408690.593750 Penalty: 2629.977783
	Iteration 35Q: 3 clusters Score -408690.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -408692.218750 Penalty: 2629.977783
	Iteration 36Q: 3 clusters Score -408692.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -408693.312500 Penalty: 2629.977783
	Iteration 37Q: 3 clusters Score -408693.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -408693.937500 Penalty: 2629.977783
	Iteration 38Q: 3 clusters Score -408693.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -408693.937500 Penalty: 2629.977783
	Iteration 39F: 3 clusters Score -408693.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (120350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120350 members 
Entering Unmasked Estep 
Score: -15033321.000000 Penalty: 1900.950928
	Iteration 0F: 2 clusters Score -1.503332e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60254 members 
Mstep: Class 2 contains 60096 members 
Entering Unmasked Estep 
Score: -14960346.000000 Penalty: 3801.901855
	Iteration 0F: 3 clusters Score -1.496035e+07 nChanged 57742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61070 members 
Mstep: Class 2 contains 59280 members 
Entering Unmasked Estep 
Score: -14993900.000000 Penalty: 3801.901855
	Iteration 1F: 3 clusters Score -1.49939e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61615 members 
Mstep: Class 2 contains 58735 members 
Entering Unmasked Estep 
Score: -14994581.000000 Penalty: 3801.901855
	Iteration 2Q: 3 clusters Score -1.499458e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62342 members 
Mstep: Class 2 contains 58008 members 
Entering Unmasked Estep 
Score: -14995268.000000 Penalty: 3801.901855
	Iteration 3Q: 3 clusters Score -1.499527e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63445 members 
Mstep: Class 2 contains 56905 members 
Entering Unmasked Estep 
Score: -14996120.000000 Penalty: 3801.901855
	Iteration 4Q: 3 clusters Score -1.499612e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65130 members 
Mstep: Class 2 contains 55220 members 
Entering Unmasked Estep 
Score: -14997231.000000 Penalty: 3801.901855
	Iteration 5Q: 3 clusters Score -1.499723e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67425 members 
Mstep: Class 2 contains 52925 members 
Entering Unmasked Estep 
Score: -14998728.000000 Penalty: 3801.901855
	Iteration 6Q: 3 clusters Score -1.499873e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70665 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
Score: -15001462.000000 Penalty: 3801.901855
	Iteration 7Q: 3 clusters Score -1.500146e+07 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75025 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -15005881.000000 Penalty: 3801.901855
	Iteration 8F: 3 clusters Score -1.500588e+07 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80236 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -15012191.000000 Penalty: 3801.901855
	Iteration 9F: 3 clusters Score -1.501219e+07 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85082 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -15018232.000000 Penalty: 3801.901855
	Iteration 10F: 3 clusters Score -1.501823e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88784 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -15022328.000000 Penalty: 3801.901855
	Iteration 11F: 3 clusters Score -1.502233e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91719 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -15024737.000000 Penalty: 3801.901855
	Iteration 12Q: 3 clusters Score -1.502474e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94390 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -15026340.000000 Penalty: 3801.901855
	Iteration 13Q: 3 clusters Score -1.502634e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96926 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -15027418.000000 Penalty: 3801.901855
	Iteration 14Q: 3 clusters Score -1.502742e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99375 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -15028104.000000 Penalty: 3801.901855
	Iteration 15Q: 3 clusters Score -1.50281e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101750 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -15028683.000000 Penalty: 3801.901855
	Iteration 16Q: 3 clusters Score -1.502868e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104050 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -15029147.000000 Penalty: 3801.901855
	Iteration 17Q: 3 clusters Score -1.502915e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106259 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -15029608.000000 Penalty: 3801.901855
	Iteration 18Q: 3 clusters Score -1.502961e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108360 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -15029859.000000 Penalty: 3801.901855
	Iteration 19Q: 3 clusters Score -1.502986e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110225 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -15030186.000000 Penalty: 3801.901855
	Iteration 20F: 3 clusters Score -1.503019e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111923 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -15030410.000000 Penalty: 3801.901855
	Iteration 21Q: 3 clusters Score -1.503041e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113315 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -15030577.000000 Penalty: 3801.901855
	Iteration 22Q: 3 clusters Score -1.503058e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114465 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -15030779.000000 Penalty: 3801.901855
	Iteration 23Q: 3 clusters Score -1.503078e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115404 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -15030857.000000 Penalty: 3801.901855
	Iteration 24Q: 3 clusters Score -1.503086e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116155 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -15030972.000000 Penalty: 3801.901855
	Iteration 25Q: 3 clusters Score -1.503097e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116734 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -15031094.000000 Penalty: 3801.901855
	Iteration 26Q: 3 clusters Score -1.503109e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117182 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -15031177.000000 Penalty: 3801.901855
	Iteration 27Q: 3 clusters Score -1.503118e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117531 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -15031315.000000 Penalty: 3801.901855
	Iteration 28Q: 3 clusters Score -1.503132e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117801 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -15031373.000000 Penalty: 3801.901855
	Iteration 29Q: 3 clusters Score -1.503137e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117990 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -15031446.000000 Penalty: 3801.901855
	Iteration 30Q: 3 clusters Score -1.503145e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118147 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -15031497.000000 Penalty: 3801.901855
	Iteration 31Q: 3 clusters Score -1.50315e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118273 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -15031530.000000 Penalty: 3801.901855
	Iteration 32Q: 3 clusters Score -1.503153e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118372 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -15031537.000000 Penalty: 3801.901855
	Iteration 33Q: 3 clusters Score -1.503154e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118460 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -15031539.000000 Penalty: 3801.901855
	Iteration 34Q: 3 clusters Score -1.503154e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118525 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -15031543.000000 Penalty: 3801.901855
	Iteration 35Q: 3 clusters Score -1.503154e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118587 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -15031547.000000 Penalty: 3801.901855
	Iteration 36Q: 3 clusters Score -1.503155e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118631 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -15031565.000000 Penalty: 3801.901855
	Iteration 37Q: 3 clusters Score -1.503156e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118674 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -15031571.000000 Penalty: 3801.901855
	Iteration 38Q: 3 clusters Score -1.503157e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118716 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -15031597.000000 Penalty: 3801.901855
	Iteration 39Q: 3 clusters Score -1.50316e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118757 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -15031583.000000 Penalty: 3801.901855
	Iteration 40F: 3 clusters Score -1.503158e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118797 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -15031561.000000 Penalty: 3801.901855
	Iteration 41Q: 3 clusters Score -1.503156e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118826 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -15031558.000000 Penalty: 3801.901855
	Iteration 42Q: 3 clusters Score -1.503156e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118852 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -15031576.000000 Penalty: 3801.901855
	Iteration 43Q: 3 clusters Score -1.503158e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118871 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -15031587.000000 Penalty: 3801.901855
	Iteration 44Q: 3 clusters Score -1.503159e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118890 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -15031598.000000 Penalty: 3801.901855
	Iteration 45Q: 3 clusters Score -1.50316e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118916 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -15031598.000000 Penalty: 3801.901855
	Iteration 46Q: 3 clusters Score -1.50316e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118938 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -15031612.000000 Penalty: 3801.901855
	Iteration 47Q: 3 clusters Score -1.503161e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118951 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -15031613.000000 Penalty: 3801.901855
	Iteration 48Q: 3 clusters Score -1.503161e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118968 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -15031620.000000 Penalty: 3801.901855
	Iteration 49Q: 3 clusters Score -1.503162e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118994 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -15031640.000000 Penalty: 3801.901855
	Iteration 50Q: 3 clusters Score -1.503164e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119018 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -15031646.000000 Penalty: 3801.901855
	Iteration 51Q: 3 clusters Score -1.503165e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119039 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -15031650.000000 Penalty: 3801.901855
	Iteration 52Q: 3 clusters Score -1.503165e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119063 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -15031665.000000 Penalty: 3801.901855
	Iteration 53Q: 3 clusters Score -1.503166e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119077 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -15031681.000000 Penalty: 3801.901855
	Iteration 54Q: 3 clusters Score -1.503168e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119097 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -15031693.000000 Penalty: 3801.901855
	Iteration 55Q: 3 clusters Score -1.503169e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119115 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -15031715.000000 Penalty: 3801.901855
	Iteration 56Q: 3 clusters Score -1.503172e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119125 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -15031714.000000 Penalty: 3801.901855
	Iteration 57Q: 3 clusters Score -1.503171e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119139 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -15031733.000000 Penalty: 3801.901855
	Iteration 58Q: 3 clusters Score -1.503173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119149 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -15031731.000000 Penalty: 3801.901855
	Iteration 59Q: 3 clusters Score -1.503173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119155 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -15031722.000000 Penalty: 3801.901855
	Iteration 60F: 3 clusters Score -1.503172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119164 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -15031724.000000 Penalty: 3801.901855
	Iteration 61Q: 3 clusters Score -1.503172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119172 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -15031729.000000 Penalty: 3801.901855
	Iteration 62Q: 3 clusters Score -1.503173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119181 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -15031731.000000 Penalty: 3801.901855
	Iteration 63Q: 3 clusters Score -1.503173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119187 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -15031727.000000 Penalty: 3801.901855
	Iteration 64Q: 3 clusters Score -1.503173e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119197 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -15031721.000000 Penalty: 3801.901855
	Iteration 65Q: 3 clusters Score -1.503172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119203 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -15031733.000000 Penalty: 3801.901855
	Iteration 66Q: 3 clusters Score -1.503173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119211 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -15031738.000000 Penalty: 3801.901855
	Iteration 67Q: 3 clusters Score -1.503174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119215 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -15031733.000000 Penalty: 3801.901855
	Iteration 68Q: 3 clusters Score -1.503173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119218 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -15031735.000000 Penalty: 3801.901855
	Iteration 69Q: 3 clusters Score -1.503174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119223 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -15031726.000000 Penalty: 3801.901855
	Iteration 70Q: 3 clusters Score -1.503173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119226 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -15031743.000000 Penalty: 3801.901855
	Iteration 71Q: 3 clusters Score -1.503174e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119232 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -15031736.000000 Penalty: 3801.901855
	Iteration 72Q: 3 clusters Score -1.503174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119232 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -15031754.000000 Penalty: 3801.901855
	Iteration 73Q: 3 clusters Score -1.503175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119237 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -15031768.000000 Penalty: 3801.901855
	Iteration 74Q: 3 clusters Score -1.503177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119238 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -15031747.000000 Penalty: 3801.901855
	Iteration 75Q: 3 clusters Score -1.503175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119242 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -15031758.000000 Penalty: 3801.901855
	Iteration 76Q: 3 clusters Score -1.503176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119246 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -15031758.000000 Penalty: 3801.901855
	Iteration 77Q: 3 clusters Score -1.503176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119248 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -15031761.000000 Penalty: 3801.901855
	Iteration 78Q: 3 clusters Score -1.503176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119248 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -15031761.000000 Penalty: 3801.901855
	Iteration 79F: 3 clusters Score -1.503176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Entering Unmasked Estep 
Score: -771386.000000 Penalty: 1428.418701
	Iteration 0F: 2 clusters Score -771386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -766421.250000 Penalty: 2856.837402
	Iteration 0F: 3 clusters Score -766421.2 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -767925.875000 Penalty: 2856.837402
	Iteration 1F: 3 clusters Score -767925.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -768299.937500 Penalty: 2856.837402
	Iteration 2F: 3 clusters Score -768299.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -768745.687500 Penalty: 2856.837402
	Iteration 3F: 3 clusters Score -768745.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -769212.875000 Penalty: 2856.837402
	Iteration 4F: 3 clusters Score -769212.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -769677.937500 Penalty: 2856.837402
	Iteration 5F: 3 clusters Score -769677.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -770086.875000 Penalty: 2856.837402
	Iteration 6F: 3 clusters Score -770086.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -770388.187500 Penalty: 2856.837402
	Iteration 7F: 3 clusters Score -770388.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -770608.437500 Penalty: 2856.837402
	Iteration 8Q: 3 clusters Score -770608.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -770736.312500 Penalty: 2856.837402
	Iteration 9Q: 3 clusters Score -770736.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -770854.000000 Penalty: 2856.837402
	Iteration 10Q: 3 clusters Score -770854 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -770996.187500 Penalty: 2856.837402
	Iteration 11Q: 3 clusters Score -770996.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -771123.062500 Penalty: 2856.837402
	Iteration 12Q: 3 clusters Score -771123.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -771212.375000 Penalty: 2856.837402
	Iteration 13Q: 3 clusters Score -771212.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -771303.562500 Penalty: 2856.837402
	Iteration 14Q: 3 clusters Score -771303.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -771362.375000 Penalty: 2856.837402
	Iteration 15Q: 3 clusters Score -771362.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -771393.687500 Penalty: 2856.837402
	Iteration 16Q: 3 clusters Score -771393.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -771406.437500 Penalty: 2856.837402
	Iteration 17Q: 3 clusters Score -771406.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -771410.437500 Penalty: 2856.837402
	Iteration 18Q: 3 clusters Score -771410.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -771413.062500 Penalty: 2856.837402
	Iteration 19Q: 3 clusters Score -771413.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -771414.750000 Penalty: 2856.837402
	Iteration 20F: 3 clusters Score -771414.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -771417.250000 Penalty: 2856.837402
	Iteration 21Q: 3 clusters Score -771417.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -771420.812500 Penalty: 2856.837402
	Iteration 22Q: 3 clusters Score -771420.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -771422.062500 Penalty: 2856.837402
	Iteration 23Q: 3 clusters Score -771422.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -771423.312500 Penalty: 2856.837402
	Iteration 24Q: 3 clusters Score -771423.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -771425.562500 Penalty: 2856.837402
	Iteration 25Q: 3 clusters Score -771425.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -771425.250000 Penalty: 2856.837402
	Iteration 26Q: 3 clusters Score -771425.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -771426.750000 Penalty: 2856.837402
	Iteration 27Q: 3 clusters Score -771426.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -771428.000000 Penalty: 2856.837402
	Iteration 28Q: 3 clusters Score -771428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -771428.000000 Penalty: 2856.837402
	Iteration 29F: 3 clusters Score -771428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 120350 members 
Mstep: Class 3 contains 2572 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9433 members 
Mstep: Class 6 contains 42885 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 6964 members 
Mstep: Class 9 contains 81802 members 
Mstep: Class 10 contains 80527 members 
Mstep: Class 11 contains 101211 members 
Mstep: Class 12 contains 51974 members 
Mstep: Class 13 contains 5027 members 
Mstep: Class 14 contains 98914 members 
Mstep: Class 15 contains 3038 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5436 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 23175 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1644 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9952 members 
Mstep: Class 25 contains 102020 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6766 members 
Mstep: Class 28 contains 3332 members 
Mstep: Class 29 contains 3483 members 
Mstep: Class 30 contains 1905 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 322 members 
Mstep: Class 33 contains 13898 members 
Mstep: Class 34 contains 10180 members 
Mstep: Class 35 contains 9756 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 94661 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7735 members 
Mstep: Class 41 contains 1686 members 
Mstep: Class 42 contains 3998 members 
Entering Unmasked Estep 
Score: -111778688.000000 Penalty: 93710.203125
Splitting cluster 3 changes total score from -111779360.000000 to -111778688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -39068.027344 Penalty: 956.039856
	Iteration 0F: 2 clusters Score -39068.03 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 183 members 
Entering Unmasked Estep 
Score: -38136.902344 Penalty: 1912.079712
	Iteration 0F: 3 clusters Score -38136.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38326.847656 Penalty: 1912.079712
	Iteration 1F: 3 clusters Score -38326.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38372.242188 Penalty: 1912.079712
	Iteration 2Q: 3 clusters Score -38372.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38394.777344 Penalty: 1912.079712
	Iteration 3Q: 3 clusters Score -38394.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38418.242188 Penalty: 1912.079712
	Iteration 4Q: 3 clusters Score -38418.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -38438.718750 Penalty: 1912.079712
	Iteration 5Q: 3 clusters Score -38438.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38463.496094 Penalty: 1912.079712
	Iteration 6Q: 3 clusters Score -38463.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -38484.093750 Penalty: 1912.079712
	Iteration 7Q: 3 clusters Score -38484.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38504.285156 Penalty: 1912.079712
	Iteration 8Q: 3 clusters Score -38504.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38504.285156 Penalty: 1912.079712
	Iteration 9F: 3 clusters Score -38504.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Entering Unmasked Estep 
Score: -1176917.500000 Penalty: 1487.195068
	Iteration 0F: 2 clusters Score -1176918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1170169.625000 Penalty: 2974.390137
	Iteration 0F: 3 clusters Score -1170170 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1172372.250000 Penalty: 2974.390137
	Iteration 1F: 3 clusters Score -1172372 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1172728.625000 Penalty: 2974.390137
	Iteration 2F: 3 clusters Score -1172729 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1172996.500000 Penalty: 2974.390137
	Iteration 3F: 3 clusters Score -1172996 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1173217.000000 Penalty: 2974.390137
	Iteration 4Q: 3 clusters Score -1173217 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1173437.250000 Penalty: 2974.390137
	Iteration 5Q: 3 clusters Score -1173437 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1173626.750000 Penalty: 2974.390137
	Iteration 6Q: 3 clusters Score -1173627 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1173813.500000 Penalty: 2974.390137
	Iteration 7Q: 3 clusters Score -1173814 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1174033.625000 Penalty: 2974.390137
	Iteration 8Q: 3 clusters Score -1174034 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1174267.750000 Penalty: 2974.390137
	Iteration 9Q: 3 clusters Score -1174268 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1174554.125000 Penalty: 2974.390137
	Iteration 10Q: 3 clusters Score -1174554 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1174867.250000 Penalty: 2974.390137
	Iteration 11Q: 3 clusters Score -1174867 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1175169.500000 Penalty: 2974.390137
	Iteration 12Q: 3 clusters Score -1175170 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1175401.250000 Penalty: 2974.390137
	Iteration 13Q: 3 clusters Score -1175401 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1175580.125000 Penalty: 2974.390137
	Iteration 14Q: 3 clusters Score -1175580 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1175715.000000 Penalty: 2974.390137
	Iteration 15Q: 3 clusters Score -1175715 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1175811.250000 Penalty: 2974.390137
	Iteration 16Q: 3 clusters Score -1175811 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1175884.500000 Penalty: 2974.390137
	Iteration 17Q: 3 clusters Score -1175884 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1175936.750000 Penalty: 2974.390137
	Iteration 18Q: 3 clusters Score -1175937 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1175968.250000 Penalty: 2974.390137
	Iteration 19Q: 3 clusters Score -1175968 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1175993.625000 Penalty: 2974.390137
	Iteration 20F: 3 clusters Score -1175994 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1176013.375000 Penalty: 2974.390137
	Iteration 21Q: 3 clusters Score -1176013 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1176033.875000 Penalty: 2974.390137
	Iteration 22Q: 3 clusters Score -1176034 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1176048.250000 Penalty: 2974.390137
	Iteration 23Q: 3 clusters Score -1176048 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1176060.500000 Penalty: 2974.390137
	Iteration 24Q: 3 clusters Score -1176060 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1176073.375000 Penalty: 2974.390137
	Iteration 25Q: 3 clusters Score -1176073 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1176081.000000 Penalty: 2974.390137
	Iteration 26Q: 3 clusters Score -1176081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1176080.500000 Penalty: 2974.390137
	Iteration 27Q: 3 clusters Score -1176080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1176083.000000 Penalty: 2974.390137
	Iteration 28Q: 3 clusters Score -1176083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1176088.125000 Penalty: 2974.390137
	Iteration 29Q: 3 clusters Score -1176088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1176090.500000 Penalty: 2974.390137
	Iteration 30Q: 3 clusters Score -1176090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1176092.625000 Penalty: 2974.390137
	Iteration 31Q: 3 clusters Score -1176093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1176096.375000 Penalty: 2974.390137
	Iteration 32Q: 3 clusters Score -1176096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1176097.875000 Penalty: 2974.390137
	Iteration 33Q: 3 clusters Score -1176098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1176105.250000 Penalty: 2974.390137
	Iteration 34Q: 3 clusters Score -1176105 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1176110.375000 Penalty: 2974.390137
	Iteration 35Q: 3 clusters Score -1176110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1176119.250000 Penalty: 2974.390137
	Iteration 36Q: 3 clusters Score -1176119 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1176129.000000 Penalty: 2974.390137
	Iteration 37Q: 3 clusters Score -1176129 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1176139.500000 Penalty: 2974.390137
	Iteration 38Q: 3 clusters Score -1176140 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1176152.250000 Penalty: 2974.390137
	Iteration 39Q: 3 clusters Score -1176152 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1176156.875000 Penalty: 2974.390137
	Iteration 40F: 3 clusters Score -1176157 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1176167.750000 Penalty: 2974.390137
	Iteration 41Q: 3 clusters Score -1176168 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1176176.750000 Penalty: 2974.390137
	Iteration 42Q: 3 clusters Score -1176177 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1176188.125000 Penalty: 2974.390137
	Iteration 43Q: 3 clusters Score -1176188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1176192.750000 Penalty: 2974.390137
	Iteration 44Q: 3 clusters Score -1176193 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1176202.250000 Penalty: 2974.390137
	Iteration 45Q: 3 clusters Score -1176202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1176205.375000 Penalty: 2974.390137
	Iteration 46Q: 3 clusters Score -1176205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1176206.875000 Penalty: 2974.390137
	Iteration 47Q: 3 clusters Score -1176207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1176209.500000 Penalty: 2974.390137
	Iteration 48Q: 3 clusters Score -1176210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1176212.625000 Penalty: 2974.390137
	Iteration 49Q: 3 clusters Score -1176213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1176215.625000 Penalty: 2974.390137
	Iteration 50Q: 3 clusters Score -1176216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1176217.750000 Penalty: 2974.390137
	Iteration 51Q: 3 clusters Score -1176218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1176219.250000 Penalty: 2974.390137
	Iteration 52Q: 3 clusters Score -1176219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1176222.000000 Penalty: 2974.390137
	Iteration 53Q: 3 clusters Score -1176222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1176222.500000 Penalty: 2974.390137
	Iteration 54Q: 3 clusters Score -1176222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1176226.125000 Penalty: 2974.390137
	Iteration 55Q: 3 clusters Score -1176226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1176225.750000 Penalty: 2974.390137
	Iteration 56Q: 3 clusters Score -1176226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1176229.375000 Penalty: 2974.390137
	Iteration 57Q: 3 clusters Score -1176229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1176231.875000 Penalty: 2974.390137
	Iteration 58Q: 3 clusters Score -1176232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1176231.875000 Penalty: 2974.390137
	Iteration 59Q: 3 clusters Score -1176232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1176233.375000 Penalty: 2974.390137
	Iteration 60F: 3 clusters Score -1176233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1176235.875000 Penalty: 2974.390137
	Iteration 61Q: 3 clusters Score -1176236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1176236.500000 Penalty: 2974.390137
	Iteration 62Q: 3 clusters Score -1176236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1176238.375000 Penalty: 2974.390137
	Iteration 63Q: 3 clusters Score -1176238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1176238.500000 Penalty: 2974.390137
	Iteration 64Q: 3 clusters Score -1176238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1176239.125000 Penalty: 2974.390137
	Iteration 65Q: 3 clusters Score -1176239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1176240.000000 Penalty: 2974.390137
	Iteration 66Q: 3 clusters Score -1176240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1176239.375000 Penalty: 2974.390137
	Iteration 67Q: 3 clusters Score -1176239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1176241.500000 Penalty: 2974.390137
	Iteration 68Q: 3 clusters Score -1176242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1176242.250000 Penalty: 2974.390137
	Iteration 69Q: 3 clusters Score -1176242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1176244.000000 Penalty: 2974.390137
	Iteration 70Q: 3 clusters Score -1176244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1176244.250000 Penalty: 2974.390137
	Iteration 71Q: 3 clusters Score -1176244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1176245.375000 Penalty: 2974.390137
	Iteration 72Q: 3 clusters Score -1176245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1176246.250000 Penalty: 2974.390137
	Iteration 73Q: 3 clusters Score -1176246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1176246.250000 Penalty: 2974.390137
	Iteration 74Q: 3 clusters Score -1176246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1176248.625000 Penalty: 2974.390137
	Iteration 75Q: 3 clusters Score -1176249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1176248.625000 Penalty: 2974.390137
	Iteration 76Q: 3 clusters Score -1176249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1176249.000000 Penalty: 2974.390137
	Iteration 77Q: 3 clusters Score -1176249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1176249.625000 Penalty: 2974.390137
	Iteration 78Q: 3 clusters Score -1176250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1176252.250000 Penalty: 2974.390137
	Iteration 79Q: 3 clusters Score -1176252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1176251.250000 Penalty: 2974.390137
	Iteration 80F: 3 clusters Score -1176251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1176249.750000 Penalty: 2974.390137
	Iteration 81Q: 3 clusters Score -1176250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1176250.500000 Penalty: 2974.390137
	Iteration 82Q: 3 clusters Score -1176250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1176250.500000 Penalty: 2974.390137
	Iteration 83Q: 3 clusters Score -1176250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1176250.750000 Penalty: 2974.390137
	Iteration 84Q: 3 clusters Score -1176251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1176250.000000 Penalty: 2974.390137
	Iteration 85Q: 3 clusters Score -1176250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1176250.000000 Penalty: 2974.390137
	Iteration 86F: 3 clusters Score -1176250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Entering Unmasked Estep 
Score: -5195876.000000 Penalty: 1733.270020
	Iteration 0F: 2 clusters Score -5195876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -5167116.000000 Penalty: 3466.540039
	Iteration 0F: 3 clusters Score -5167116 nChanged 20040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -5178579.500000 Penalty: 3466.540039
	Iteration 1F: 3 clusters Score -5178580 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -5179461.500000 Penalty: 3466.540039
	Iteration 2Q: 3 clusters Score -5179462 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -5180492.500000 Penalty: 3466.540039
	Iteration 3F: 3 clusters Score -5180492 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -5181546.500000 Penalty: 3466.540039
	Iteration 4F: 3 clusters Score -5181546 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -5182645.500000 Penalty: 3466.540039
	Iteration 5F: 3 clusters Score -5182646 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -5183800.000000 Penalty: 3466.540039
	Iteration 6F: 3 clusters Score -5183800 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -5185029.500000 Penalty: 3466.540039
	Iteration 7F: 3 clusters Score -5185030 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -5186364.000000 Penalty: 3466.540039
	Iteration 8F: 3 clusters Score -5186364 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -5187765.500000 Penalty: 3466.540039
	Iteration 9F: 3 clusters Score -5187766 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -5189155.500000 Penalty: 3466.540039
	Iteration 10Q: 3 clusters Score -5189156 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -5190361.000000 Penalty: 3466.540039
	Iteration 11Q: 3 clusters Score -5190361 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -5191403.500000 Penalty: 3466.540039
	Iteration 12Q: 3 clusters Score -5191404 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -5192181.500000 Penalty: 3466.540039
	Iteration 13Q: 3 clusters Score -5192182 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -5192783.500000 Penalty: 3466.540039
	Iteration 14Q: 3 clusters Score -5192784 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -5193210.500000 Penalty: 3466.540039
	Iteration 15Q: 3 clusters Score -5193210 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -5193563.500000 Penalty: 3466.540039
	Iteration 16Q: 3 clusters Score -5193564 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -5193815.000000 Penalty: 3466.540039
	Iteration 17Q: 3 clusters Score -5193815 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -5193983.500000 Penalty: 3466.540039
	Iteration 18Q: 3 clusters Score -5193984 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -5194072.500000 Penalty: 3466.540039
	Iteration 19Q: 3 clusters Score -5194072 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -5194141.000000 Penalty: 3466.540039
	Iteration 20F: 3 clusters Score -5194141 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -5194217.000000 Penalty: 3466.540039
	Iteration 21Q: 3 clusters Score -5194217 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -5194284.500000 Penalty: 3466.540039
	Iteration 22Q: 3 clusters Score -5194284 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -5194384.000000 Penalty: 3466.540039
	Iteration 23Q: 3 clusters Score -5194384 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -5194672.500000 Penalty: 3466.540039
	Iteration 24Q: 3 clusters Score -5194672 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -5195030.500000 Penalty: 3466.540039
	Iteration 25Q: 3 clusters Score -5195030 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -5195069.500000 Penalty: 3466.540039
	Iteration 26Q: 3 clusters Score -5195070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -5195077.500000 Penalty: 3466.540039
	Iteration 27Q: 3 clusters Score -5195078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -5195089.500000 Penalty: 3466.540039
	Iteration 28Q: 3 clusters Score -5195090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -5195094.000000 Penalty: 3466.540039
	Iteration 29Q: 3 clusters Score -5195094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -5195093.500000 Penalty: 3466.540039
	Iteration 30Q: 3 clusters Score -5195094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -5195100.000000 Penalty: 3466.540039
	Iteration 31Q: 3 clusters Score -5195100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -5195099.000000 Penalty: 3466.540039
	Iteration 32Q: 3 clusters Score -5195099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -5195101.000000 Penalty: 3466.540039
	Iteration 33Q: 3 clusters Score -5195101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -5195106.500000 Penalty: 3466.540039
	Iteration 34Q: 3 clusters Score -5195106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -5195105.500000 Penalty: 3466.540039
	Iteration 35Q: 3 clusters Score -5195106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -5195107.000000 Penalty: 3466.540039
	Iteration 36Q: 3 clusters Score -5195107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -5195106.500000 Penalty: 3466.540039
	Iteration 37Q: 3 clusters Score -5195106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -5195105.000000 Penalty: 3466.540039
	Iteration 38Q: 3 clusters Score -5195105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -5195105.000000 Penalty: 3466.540039
	Iteration 39F: 3 clusters Score -5195105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -18269.443359 Penalty: 943.334412
	Iteration 0F: 2 clusters Score -18269.44 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 156 members 
Entering Unmasked Estep 
Score: -17539.001953 Penalty: 1886.668823
	Iteration 0F: 3 clusters Score -17539 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17943.828125 Penalty: 1886.668823
	Iteration 1F: 3 clusters Score -17943.83 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18191.966797 Penalty: 1886.668823
	Iteration 2F: 3 clusters Score -18191.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18346.666016 Penalty: 1886.668823
	Iteration 3F: 3 clusters Score -18346.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18432.941406 Penalty: 1886.668823
	Iteration 4Q: 3 clusters Score -18432.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18497.490234 Penalty: 1886.668823
	Iteration 5Q: 3 clusters Score -18497.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18512.140625 Penalty: 1886.668823
	Iteration 6Q: 3 clusters Score -18512.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18526.466797 Penalty: 1886.668823
	Iteration 7Q: 3 clusters Score -18526.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18527.857422 Penalty: 1886.668823
	Iteration 8Q: 3 clusters Score -18527.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18530.292969 Penalty: 1886.668823
	Iteration 9Q: 3 clusters Score -18530.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18530.292969 Penalty: 1886.668823
	Iteration 10F: 3 clusters Score -18530.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 120350 members 
Mstep: Class 3 contains 6570 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9433 members 
Mstep: Class 6 contains 42885 members 
Mstep: Class 7 contains 213 members 
Mstep: Class 8 contains 6964 members 
Mstep: Class 9 contains 81802 members 
Mstep: Class 10 contains 80527 members 
Mstep: Class 11 contains 101211 members 
Mstep: Class 12 contains 51974 members 
Mstep: Class 13 contains 5027 members 
Mstep: Class 14 contains 98914 members 
Mstep: Class 15 contains 3038 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5436 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 23175 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1644 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9952 members 
Mstep: Class 25 contains 102020 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6766 members 
Mstep: Class 28 contains 3332 members 
Mstep: Class 29 contains 3483 members 
Mstep: Class 30 contains 1905 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 322 members 
Mstep: Class 33 contains 13898 members 
Mstep: Class 34 contains 10180 members 
Mstep: Class 35 contains 9756 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 94661 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7735 members 
Mstep: Class 41 contains 1686 members 
Mstep: Class 42 contains 119 members 
Entering Unmasked Estep 
Score: -111778384.000000 Penalty: 93710.203125
Splitting cluster 7 changes total score from -111779360.000000 to -111778384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (6964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Entering Unmasked Estep 
Score: -828241.875000 Penalty: 1437.882690
	Iteration 0F: 2 clusters Score -828241.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -823030.250000 Penalty: 2875.765381
	Iteration 0F: 3 clusters Score -823030.2 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -824733.187500 Penalty: 2875.765381
	Iteration 1F: 3 clusters Score -824733.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -825012.812500 Penalty: 2875.765381
	Iteration 2F: 3 clusters Score -825012.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -825204.250000 Penalty: 2875.765381
	Iteration 3F: 3 clusters Score -825204.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -825360.562500 Penalty: 2875.765381
	Iteration 4Q: 3 clusters Score -825360.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -825520.750000 Penalty: 2875.765381
	Iteration 5Q: 3 clusters Score -825520.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -825722.062500 Penalty: 2875.765381
	Iteration 6Q: 3 clusters Score -825722.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -825923.250000 Penalty: 2875.765381
	Iteration 7Q: 3 clusters Score -825923.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -826157.062500 Penalty: 2875.765381
	Iteration 8Q: 3 clusters Score -826157.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -826397.937500 Penalty: 2875.765381
	Iteration 9F: 3 clusters Score -826397.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -826587.500000 Penalty: 2875.765381
	Iteration 10Q: 3 clusters Score -826587.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -826735.125000 Penalty: 2875.765381
	Iteration 11Q: 3 clusters Score -826735.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -826837.187500 Penalty: 2875.765381
	Iteration 12Q: 3 clusters Score -826837.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -826898.437500 Penalty: 2875.765381
	Iteration 13Q: 3 clusters Score -826898.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -826955.000000 Penalty: 2875.765381
	Iteration 14Q: 3 clusters Score -826955 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -827004.875000 Penalty: 2875.765381
	Iteration 15Q: 3 clusters Score -827004.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -827094.437500 Penalty: 2875.765381
	Iteration 16Q: 3 clusters Score -827094.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -827181.562500 Penalty: 2875.765381
	Iteration 17Q: 3 clusters Score -827181.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -827243.812500 Penalty: 2875.765381
	Iteration 18Q: 3 clusters Score -827243.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -827286.375000 Penalty: 2875.765381
	Iteration 19Q: 3 clusters Score -827286.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -827307.750000 Penalty: 2875.765381
	Iteration 20F: 3 clusters Score -827307.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -827329.312500 Penalty: 2875.765381
	Iteration 21Q: 3 clusters Score -827329.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -827339.937500 Penalty: 2875.765381
	Iteration 22Q: 3 clusters Score -827339.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -827347.000000 Penalty: 2875.765381
	Iteration 23Q: 3 clusters Score -827347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -827348.250000 Penalty: 2875.765381
	Iteration 24Q: 3 clusters Score -827348.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -827352.312500 Penalty: 2875.765381
	Iteration 25Q: 3 clusters Score -827352.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -827354.750000 Penalty: 2875.765381
	Iteration 26Q: 3 clusters Score -827354.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -827358.375000 Penalty: 2875.765381
	Iteration 27Q: 3 clusters Score -827358.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -827362.312500 Penalty: 2875.765381
	Iteration 28Q: 3 clusters Score -827362.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -827366.625000 Penalty: 2875.765381
	Iteration 29Q: 3 clusters Score -827366.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -827369.437500 Penalty: 2875.765381
	Iteration 30Q: 3 clusters Score -827369.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -827370.250000 Penalty: 2875.765381
	Iteration 31Q: 3 clusters Score -827370.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -827372.062500 Penalty: 2875.765381
	Iteration 32Q: 3 clusters Score -827372.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -827373.625000 Penalty: 2875.765381
	Iteration 33Q: 3 clusters Score -827373.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -827376.562500 Penalty: 2875.765381
	Iteration 34Q: 3 clusters Score -827376.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -827377.312500 Penalty: 2875.765381
	Iteration 35Q: 3 clusters Score -827377.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -827377.000000 Penalty: 2875.765381
	Iteration 36Q: 3 clusters Score -827377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -827379.000000 Penalty: 2875.765381
	Iteration 37Q: 3 clusters Score -827379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -827379.000000 Penalty: 2875.765381
	Iteration 38F: 3 clusters Score -827379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (81802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81802 members 
Entering Unmasked Estep 
Score: -10347129.000000 Penalty: 1838.209229
	Iteration 0F: 2 clusters Score -1.034713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -10292525.000000 Penalty: 3676.418457
	Iteration 0F: 3 clusters Score -1.029252e+07 nChanged 39119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -10314711.000000 Penalty: 3676.418457
	Iteration 1F: 3 clusters Score -1.031471e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -10315353.000000 Penalty: 3676.418457
	Iteration 2Q: 3 clusters Score -1.031535e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45521 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -10316274.000000 Penalty: 3676.418457
	Iteration 3Q: 3 clusters Score -1.031627e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -10317821.000000 Penalty: 3676.418457
	Iteration 4Q: 3 clusters Score -1.031782e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52373 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -10320363.000000 Penalty: 3676.418457
	Iteration 5F: 3 clusters Score -1.032036e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57822 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -10324437.000000 Penalty: 3676.418457
	Iteration 6F: 3 clusters Score -1.032444e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64254 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -10330281.000000 Penalty: 3676.418457
	Iteration 7F: 3 clusters Score -1.033028e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70428 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -10336218.000000 Penalty: 3676.418457
	Iteration 8F: 3 clusters Score -1.033622e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75017 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -10340725.000000 Penalty: 3676.418457
	Iteration 9F: 3 clusters Score -1.034072e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77716 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -10343278.000000 Penalty: 3676.418457
	Iteration 10Q: 3 clusters Score -1.034328e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79048 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -10344581.000000 Penalty: 3676.418457
	Iteration 11Q: 3 clusters Score -1.034458e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79682 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -10345171.000000 Penalty: 3676.418457
	Iteration 12Q: 3 clusters Score -1.034517e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80020 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -10345455.000000 Penalty: 3676.418457
	Iteration 13Q: 3 clusters Score -1.034546e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80219 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -10345571.000000 Penalty: 3676.418457
	Iteration 14Q: 3 clusters Score -1.034557e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80347 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -10345625.000000 Penalty: 3676.418457
	Iteration 15Q: 3 clusters Score -1.034562e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80436 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -10345655.000000 Penalty: 3676.418457
	Iteration 16Q: 3 clusters Score -1.034566e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80507 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -10345704.000000 Penalty: 3676.418457
	Iteration 17Q: 3 clusters Score -1.03457e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80579 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -10345720.000000 Penalty: 3676.418457
	Iteration 18Q: 3 clusters Score -1.034572e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80621 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -10345732.000000 Penalty: 3676.418457
	Iteration 19Q: 3 clusters Score -1.034573e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80653 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -10345750.000000 Penalty: 3676.418457
	Iteration 20F: 3 clusters Score -1.034575e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80678 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -10345774.000000 Penalty: 3676.418457
	Iteration 21Q: 3 clusters Score -1.034577e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80696 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -10345771.000000 Penalty: 3676.418457
	Iteration 22Q: 3 clusters Score -1.034577e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80711 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -10345769.000000 Penalty: 3676.418457
	Iteration 23Q: 3 clusters Score -1.034577e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80732 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -10345776.000000 Penalty: 3676.418457
	Iteration 24Q: 3 clusters Score -1.034578e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80751 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -10345777.000000 Penalty: 3676.418457
	Iteration 25Q: 3 clusters Score -1.034578e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80767 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -10345782.000000 Penalty: 3676.418457
	Iteration 26Q: 3 clusters Score -1.034578e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80778 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -10345810.000000 Penalty: 3676.418457
	Iteration 27Q: 3 clusters Score -1.034581e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80782 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -10345811.000000 Penalty: 3676.418457
	Iteration 28Q: 3 clusters Score -1.034581e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80790 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -10345807.000000 Penalty: 3676.418457
	Iteration 29Q: 3 clusters Score -1.034581e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80798 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -10345811.000000 Penalty: 3676.418457
	Iteration 30Q: 3 clusters Score -1.034581e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80805 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -10345826.000000 Penalty: 3676.418457
	Iteration 31Q: 3 clusters Score -1.034583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80808 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -10345822.000000 Penalty: 3676.418457
	Iteration 32Q: 3 clusters Score -1.034582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80814 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -10345832.000000 Penalty: 3676.418457
	Iteration 33Q: 3 clusters Score -1.034583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80819 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -10345823.000000 Penalty: 3676.418457
	Iteration 34Q: 3 clusters Score -1.034582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80821 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -10345821.000000 Penalty: 3676.418457
	Iteration 35Q: 3 clusters Score -1.034582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80819 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -10345820.000000 Penalty: 3676.418457
	Iteration 36Q: 3 clusters Score -1.034582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80817 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -10345818.000000 Penalty: 3676.418457
	Iteration 37Q: 3 clusters Score -1.034582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80817 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -10345818.000000 Penalty: 3676.418457
	Iteration 38F: 3 clusters Score -1.034582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (80527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80527 members 
Entering Unmasked Estep 
Score: -9800491.000000 Penalty: 1835.656494
	Iteration 0F: 2 clusters Score -9800491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -9746695.000000 Penalty: 3671.312988
	Iteration 0F: 3 clusters Score -9746695 nChanged 38316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -9768689.000000 Penalty: 3671.312988
	Iteration 1F: 3 clusters Score -9768689 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -9769488.000000 Penalty: 3671.312988
	Iteration 2Q: 3 clusters Score -9769488 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -9770355.000000 Penalty: 3671.312988
	Iteration 3Q: 3 clusters Score -9770355 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -9771426.000000 Penalty: 3671.312988
	Iteration 4Q: 3 clusters Score -9771426 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -9772942.000000 Penalty: 3671.312988
	Iteration 5Q: 3 clusters Score -9772942 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 50624 members 
Entering Unmasked Estep 
Score: -9774937.000000 Penalty: 3671.312988
	Iteration 6F: 3 clusters Score -9774937 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 54908 members 
Entering Unmasked Estep 
Score: -9777713.000000 Penalty: 3671.312988
	Iteration 7F: 3 clusters Score -9777713 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 60081 members 
Entering Unmasked Estep 
Score: -9781646.000000 Penalty: 3671.312988
	Iteration 8F: 3 clusters Score -9781646 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 65729 members 
Entering Unmasked Estep 
Score: -9786346.000000 Penalty: 3671.312988
	Iteration 9F: 3 clusters Score -9786346 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 71040 members 
Entering Unmasked Estep 
Score: -9791061.000000 Penalty: 3671.312988
	Iteration 10F: 3 clusters Score -9791061 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 75155 members 
Entering Unmasked Estep 
Score: -9794716.000000 Penalty: 3671.312988
	Iteration 11F: 3 clusters Score -9794716 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 77717 members 
Entering Unmasked Estep 
Score: -9796970.000000 Penalty: 3671.312988
	Iteration 12Q: 3 clusters Score -9796970 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 79083 members 
Entering Unmasked Estep 
Score: -9798108.000000 Penalty: 3671.312988
	Iteration 13Q: 3 clusters Score -9798108 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 79689 members 
Entering Unmasked Estep 
Score: -9798689.000000 Penalty: 3671.312988
	Iteration 14Q: 3 clusters Score -9798689 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 79907 members 
Entering Unmasked Estep 
Score: -9798902.000000 Penalty: 3671.312988
	Iteration 15Q: 3 clusters Score -9798902 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 79989 members 
Entering Unmasked Estep 
Score: -9798990.000000 Penalty: 3671.312988
	Iteration 16Q: 3 clusters Score -9798990 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 80039 members 
Entering Unmasked Estep 
Score: -9799054.000000 Penalty: 3671.312988
	Iteration 17Q: 3 clusters Score -9799054 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 80072 members 
Entering Unmasked Estep 
Score: -9799125.000000 Penalty: 3671.312988
	Iteration 18Q: 3 clusters Score -9799125 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 80091 members 
Entering Unmasked Estep 
Score: -9799170.000000 Penalty: 3671.312988
	Iteration 19Q: 3 clusters Score -9799170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 80096 members 
Entering Unmasked Estep 
Score: -9799192.000000 Penalty: 3671.312988
	Iteration 20F: 3 clusters Score -9799192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 80095 members 
Entering Unmasked Estep 
Score: -9799214.000000 Penalty: 3671.312988
	Iteration 21Q: 3 clusters Score -9799214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 80100 members 
Entering Unmasked Estep 
Score: -9799227.000000 Penalty: 3671.312988
	Iteration 22Q: 3 clusters Score -9799227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 80106 members 
Entering Unmasked Estep 
Score: -9799232.000000 Penalty: 3671.312988
	Iteration 23Q: 3 clusters Score -9799232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 80111 members 
Entering Unmasked Estep 
Score: -9799246.000000 Penalty: 3671.312988
	Iteration 24Q: 3 clusters Score -9799246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 80114 members 
Entering Unmasked Estep 
Score: -9799256.000000 Penalty: 3671.312988
	Iteration 25Q: 3 clusters Score -9799256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 80117 members 
Entering Unmasked Estep 
Score: -9799261.000000 Penalty: 3671.312988
	Iteration 26Q: 3 clusters Score -9799261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 80119 members 
Entering Unmasked Estep 
Score: -9799259.000000 Penalty: 3671.312988
	Iteration 27Q: 3 clusters Score -9799259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 80120 members 
Entering Unmasked Estep 
Score: -9799255.000000 Penalty: 3671.312988
	Iteration 28Q: 3 clusters Score -9799255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 80119 members 
Entering Unmasked Estep 
Score: -9799262.000000 Penalty: 3671.312988
	Iteration 29Q: 3 clusters Score -9799262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 80119 members 
Entering Unmasked Estep 
Score: -9799262.000000 Penalty: 3671.312988
	Iteration 30F: 3 clusters Score -9799262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (101211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101211 members 
Entering Unmasked Estep 
Score: -12723901.000000 Penalty: 1872.806396
	Iteration 0F: 2 clusters Score -1.27239e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -12657752.000000 Penalty: 3745.612793
	Iteration 0F: 3 clusters Score -1.265775e+07 nChanged 48463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -12686132.000000 Penalty: 3745.612793
	Iteration 1F: 3 clusters Score -1.268613e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52269 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -12687123.000000 Penalty: 3745.612793
	Iteration 2Q: 3 clusters Score -1.268712e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53232 members 
Mstep: Class 2 contains 47979 members 
Entering Unmasked Estep 
Score: -12688398.000000 Penalty: 3745.612793
	Iteration 3Q: 3 clusters Score -1.26884e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -12690012.000000 Penalty: 3745.612793
	Iteration 4Q: 3 clusters Score -1.269001e+07 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56307 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
Score: -12692515.000000 Penalty: 3745.612793
	Iteration 5Q: 3 clusters Score -1.269252e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58403 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -12695977.000000 Penalty: 3745.612793
	Iteration 6F: 3 clusters Score -1.269598e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60803 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -12700355.000000 Penalty: 3745.612793
	Iteration 7F: 3 clusters Score -1.270036e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63002 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
Score: -12704944.000000 Penalty: 3745.612793
	Iteration 8F: 3 clusters Score -1.270494e+07 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64765 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -12708267.000000 Penalty: 3745.612793
	Iteration 9F: 3 clusters Score -1.270827e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66179 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -12709918.000000 Penalty: 3745.612793
	Iteration 10Q: 3 clusters Score -1.270992e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67559 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -12710535.000000 Penalty: 3745.612793
	Iteration 11Q: 3 clusters Score -1.271054e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68957 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -12710942.000000 Penalty: 3745.612793
	Iteration 12Q: 3 clusters Score -1.271094e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70386 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -12711298.000000 Penalty: 3745.612793
	Iteration 13Q: 3 clusters Score -1.27113e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71848 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -12711678.000000 Penalty: 3745.612793
	Iteration 14Q: 3 clusters Score -1.271168e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73224 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -12712076.000000 Penalty: 3745.612793
	Iteration 15Q: 3 clusters Score -1.271208e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74644 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -12712466.000000 Penalty: 3745.612793
	Iteration 16Q: 3 clusters Score -1.271247e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76071 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -12712897.000000 Penalty: 3745.612793
	Iteration 17Q: 3 clusters Score -1.27129e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77541 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -12713397.000000 Penalty: 3745.612793
	Iteration 18Q: 3 clusters Score -1.27134e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79020 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -12713885.000000 Penalty: 3745.612793
	Iteration 19Q: 3 clusters Score -1.271388e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80527 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -12714433.000000 Penalty: 3745.612793
	Iteration 20F: 3 clusters Score -1.271443e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82077 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -12715034.000000 Penalty: 3745.612793
	Iteration 21Q: 3 clusters Score -1.271503e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83594 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -12715631.000000 Penalty: 3745.612793
	Iteration 22Q: 3 clusters Score -1.271563e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85157 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -12716337.000000 Penalty: 3745.612793
	Iteration 23Q: 3 clusters Score -1.271634e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86686 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -12717021.000000 Penalty: 3745.612793
	Iteration 24Q: 3 clusters Score -1.271702e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88213 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -12717802.000000 Penalty: 3745.612793
	Iteration 25Q: 3 clusters Score -1.27178e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89664 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -12718586.000000 Penalty: 3745.612793
	Iteration 26Q: 3 clusters Score -1.271859e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91011 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -12719310.000000 Penalty: 3745.612793
	Iteration 27Q: 3 clusters Score -1.271931e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92229 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -12719964.000000 Penalty: 3745.612793
	Iteration 28Q: 3 clusters Score -1.271996e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93396 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -12720626.000000 Penalty: 3745.612793
	Iteration 29Q: 3 clusters Score -1.272063e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94479 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -12721123.000000 Penalty: 3745.612793
	Iteration 30Q: 3 clusters Score -1.272112e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95444 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -12721572.000000 Penalty: 3745.612793
	Iteration 31Q: 3 clusters Score -1.272157e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96268 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -12721779.000000 Penalty: 3745.612793
	Iteration 32Q: 3 clusters Score -1.272178e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96975 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -12721988.000000 Penalty: 3745.612793
	Iteration 33Q: 3 clusters Score -1.272199e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97569 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -12722144.000000 Penalty: 3745.612793
	Iteration 34Q: 3 clusters Score -1.272214e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98074 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -12722256.000000 Penalty: 3745.612793
	Iteration 35Q: 3 clusters Score -1.272226e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98465 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -12722336.000000 Penalty: 3745.612793
	Iteration 36Q: 3 clusters Score -1.272234e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98775 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -12722409.000000 Penalty: 3745.612793
	Iteration 37Q: 3 clusters Score -1.272241e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99046 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -12722465.000000 Penalty: 3745.612793
	Iteration 38Q: 3 clusters Score -1.272246e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99255 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -12722516.000000 Penalty: 3745.612793
	Iteration 39Q: 3 clusters Score -1.272252e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99420 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -12722560.000000 Penalty: 3745.612793
	Iteration 40F: 3 clusters Score -1.272256e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99574 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -12722571.000000 Penalty: 3745.612793
	Iteration 41Q: 3 clusters Score -1.272257e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99676 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -12722598.000000 Penalty: 3745.612793
	Iteration 42Q: 3 clusters Score -1.27226e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99753 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -12722591.000000 Penalty: 3745.612793
	Iteration 43Q: 3 clusters Score -1.272259e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99824 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -12722613.000000 Penalty: 3745.612793
	Iteration 44Q: 3 clusters Score -1.272261e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99883 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -12722607.000000 Penalty: 3745.612793
	Iteration 45Q: 3 clusters Score -1.272261e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99934 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -12722630.000000 Penalty: 3745.612793
	Iteration 46Q: 3 clusters Score -1.272263e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99970 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -12722630.000000 Penalty: 3745.612793
	Iteration 47Q: 3 clusters Score -1.272263e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100005 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -12722616.000000 Penalty: 3745.612793
	Iteration 48Q: 3 clusters Score -1.272262e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100046 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -12722630.000000 Penalty: 3745.612793
	Iteration 49Q: 3 clusters Score -1.272263e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100073 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -12722617.000000 Penalty: 3745.612793
	Iteration 50Q: 3 clusters Score -1.272262e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100102 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -12722647.000000 Penalty: 3745.612793
	Iteration 51Q: 3 clusters Score -1.272265e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100131 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -12722663.000000 Penalty: 3745.612793
	Iteration 52Q: 3 clusters Score -1.272266e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100156 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -12722660.000000 Penalty: 3745.612793
	Iteration 53Q: 3 clusters Score -1.272266e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100185 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -12722659.000000 Penalty: 3745.612793
	Iteration 54Q: 3 clusters Score -1.272266e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100204 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -12722662.000000 Penalty: 3745.612793
	Iteration 55Q: 3 clusters Score -1.272266e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100230 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -12722675.000000 Penalty: 3745.612793
	Iteration 56Q: 3 clusters Score -1.272268e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100253 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -12722681.000000 Penalty: 3745.612793
	Iteration 57Q: 3 clusters Score -1.272268e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100270 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -12722685.000000 Penalty: 3745.612793
	Iteration 58Q: 3 clusters Score -1.272268e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100289 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -12722684.000000 Penalty: 3745.612793
	Iteration 59Q: 3 clusters Score -1.272268e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100304 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -12722682.000000 Penalty: 3745.612793
	Iteration 60F: 3 clusters Score -1.272268e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100315 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -12722690.000000 Penalty: 3745.612793
	Iteration 61Q: 3 clusters Score -1.272269e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100325 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -12722684.000000 Penalty: 3745.612793
	Iteration 62Q: 3 clusters Score -1.272268e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100333 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -12722677.000000 Penalty: 3745.612793
	Iteration 63Q: 3 clusters Score -1.272268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100338 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -12722682.000000 Penalty: 3745.612793
	Iteration 64Q: 3 clusters Score -1.272268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100341 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -12722691.000000 Penalty: 3745.612793
	Iteration 65Q: 3 clusters Score -1.272269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100343 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -12722694.000000 Penalty: 3745.612793
	Iteration 66Q: 3 clusters Score -1.272269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100344 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -12722691.000000 Penalty: 3745.612793
	Iteration 67Q: 3 clusters Score -1.272269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100347 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -12722695.000000 Penalty: 3745.612793
	Iteration 68Q: 3 clusters Score -1.27227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100346 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -12722696.000000 Penalty: 3745.612793
	Iteration 69Q: 3 clusters Score -1.27227e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100346 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -12722696.000000 Penalty: 3745.612793
	Iteration 70F: 3 clusters Score -1.27227e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (51974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51974 members 
Entering Unmasked Estep 
Score: -6459595.000000 Penalty: 1764.505981
	Iteration 0F: 2 clusters Score -6459595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -6424775.000000 Penalty: 3529.011963
	Iteration 0F: 3 clusters Score -6424775 nChanged 24378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -6438616.000000 Penalty: 3529.011963
	Iteration 1F: 3 clusters Score -6438616 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -6439122.000000 Penalty: 3529.011963
	Iteration 2Q: 3 clusters Score -6439122 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -6439670.000000 Penalty: 3529.011963
	Iteration 3Q: 3 clusters Score -6439670 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -6440265.000000 Penalty: 3529.011963
	Iteration 4Q: 3 clusters Score -6440265 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -6440886.500000 Penalty: 3529.011963
	Iteration 5Q: 3 clusters Score -6440886 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -6441565.500000 Penalty: 3529.011963
	Iteration 6Q: 3 clusters Score -6441566 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -6442420.500000 Penalty: 3529.011963
	Iteration 7Q: 3 clusters Score -6442420 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -6443503.500000 Penalty: 3529.011963
	Iteration 8Q: 3 clusters Score -6443504 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -6444894.500000 Penalty: 3529.011963
	Iteration 9Q: 3 clusters Score -6444894 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -6446307.000000 Penalty: 3529.011963
	Iteration 10Q: 3 clusters Score -6446307 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -6447701.000000 Penalty: 3529.011963
	Iteration 11Q: 3 clusters Score -6447701 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -6449134.500000 Penalty: 3529.011963
	Iteration 12Q: 3 clusters Score -6449134 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -6450323.000000 Penalty: 3529.011963
	Iteration 13Q: 3 clusters Score -6450323 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -6451285.500000 Penalty: 3529.011963
	Iteration 14Q: 3 clusters Score -6451286 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -6452071.500000 Penalty: 3529.011963
	Iteration 15Q: 3 clusters Score -6452072 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -6452645.000000 Penalty: 3529.011963
	Iteration 16Q: 3 clusters Score -6452645 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -6453112.500000 Penalty: 3529.011963
	Iteration 17Q: 3 clusters Score -6453112 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -6453502.500000 Penalty: 3529.011963
	Iteration 18Q: 3 clusters Score -6453502 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -6453811.500000 Penalty: 3529.011963
	Iteration 19Q: 3 clusters Score -6453812 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -6454120.000000 Penalty: 3529.011963
	Iteration 20F: 3 clusters Score -6454120 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -6454422.500000 Penalty: 3529.011963
	Iteration 21Q: 3 clusters Score -6454422 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -6454713.500000 Penalty: 3529.011963
	Iteration 22Q: 3 clusters Score -6454714 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -6455041.000000 Penalty: 3529.011963
	Iteration 23Q: 3 clusters Score -6455041 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -6455348.500000 Penalty: 3529.011963
	Iteration 24Q: 3 clusters Score -6455348 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -6455700.000000 Penalty: 3529.011963
	Iteration 25Q: 3 clusters Score -6455700 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -6456043.500000 Penalty: 3529.011963
	Iteration 26Q: 3 clusters Score -6456044 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -6456352.000000 Penalty: 3529.011963
	Iteration 27Q: 3 clusters Score -6456352 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -6456583.500000 Penalty: 3529.011963
	Iteration 28Q: 3 clusters Score -6456584 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46686 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -6456785.000000 Penalty: 3529.011963
	Iteration 29Q: 3 clusters Score -6456785 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47128 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -6456979.000000 Penalty: 3529.011963
	Iteration 30Q: 3 clusters Score -6456979 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -6457133.000000 Penalty: 3529.011963
	Iteration 31Q: 3 clusters Score -6457133 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -6457283.000000 Penalty: 3529.011963
	Iteration 32Q: 3 clusters Score -6457283 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -6457453.000000 Penalty: 3529.011963
	Iteration 33Q: 3 clusters Score -6457453 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -6457611.500000 Penalty: 3529.011963
	Iteration 34Q: 3 clusters Score -6457612 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48892 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -6457724.500000 Penalty: 3529.011963
	Iteration 35Q: 3 clusters Score -6457724 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -6457804.500000 Penalty: 3529.011963
	Iteration 36Q: 3 clusters Score -6457804 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49316 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -6457851.500000 Penalty: 3529.011963
	Iteration 37Q: 3 clusters Score -6457852 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49469 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -6457896.000000 Penalty: 3529.011963
	Iteration 38Q: 3 clusters Score -6457896 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49598 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -6457930.000000 Penalty: 3529.011963
	Iteration 39Q: 3 clusters Score -6457930 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49713 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -6457950.000000 Penalty: 3529.011963
	Iteration 40F: 3 clusters Score -6457950 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -6457954.500000 Penalty: 3529.011963
	Iteration 41Q: 3 clusters Score -6457954 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49877 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -6457983.500000 Penalty: 3529.011963
	Iteration 42Q: 3 clusters Score -6457984 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -6458007.000000 Penalty: 3529.011963
	Iteration 43Q: 3 clusters Score -6458007 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50009 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -6458027.500000 Penalty: 3529.011963
	Iteration 44Q: 3 clusters Score -6458028 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -6458036.500000 Penalty: 3529.011963
	Iteration 45Q: 3 clusters Score -6458036 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50110 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -6458045.000000 Penalty: 3529.011963
	Iteration 46Q: 3 clusters Score -6458045 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50153 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -6458059.500000 Penalty: 3529.011963
	Iteration 47Q: 3 clusters Score -6458060 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50196 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -6458073.000000 Penalty: 3529.011963
	Iteration 48Q: 3 clusters Score -6458073 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50241 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -6458088.500000 Penalty: 3529.011963
	Iteration 49Q: 3 clusters Score -6458088 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -6458114.000000 Penalty: 3529.011963
	Iteration 50Q: 3 clusters Score -6458114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50325 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -6458116.500000 Penalty: 3529.011963
	Iteration 51Q: 3 clusters Score -6458116 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50360 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -6458134.000000 Penalty: 3529.011963
	Iteration 52Q: 3 clusters Score -6458134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50389 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -6458141.500000 Penalty: 3529.011963
	Iteration 53Q: 3 clusters Score -6458142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50418 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -6458142.500000 Penalty: 3529.011963
	Iteration 54Q: 3 clusters Score -6458142 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50445 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -6458156.500000 Penalty: 3529.011963
	Iteration 55Q: 3 clusters Score -6458156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50474 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -6458170.000000 Penalty: 3529.011963
	Iteration 56Q: 3 clusters Score -6458170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -6458168.000000 Penalty: 3529.011963
	Iteration 57Q: 3 clusters Score -6458168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50518 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -6458169.500000 Penalty: 3529.011963
	Iteration 58Q: 3 clusters Score -6458170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50535 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -6458188.000000 Penalty: 3529.011963
	Iteration 59Q: 3 clusters Score -6458188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50548 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -6458188.500000 Penalty: 3529.011963
	Iteration 60F: 3 clusters Score -6458188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50567 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -6458183.500000 Penalty: 3529.011963
	Iteration 61Q: 3 clusters Score -6458184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50584 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6458199.500000 Penalty: 3529.011963
	Iteration 62Q: 3 clusters Score -6458200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50604 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -6458199.500000 Penalty: 3529.011963
	Iteration 63Q: 3 clusters Score -6458200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50618 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -6458209.500000 Penalty: 3529.011963
	Iteration 64Q: 3 clusters Score -6458210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50631 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -6458210.500000 Penalty: 3529.011963
	Iteration 65Q: 3 clusters Score -6458210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50639 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -6458225.000000 Penalty: 3529.011963
	Iteration 66Q: 3 clusters Score -6458225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -6458227.000000 Penalty: 3529.011963
	Iteration 67Q: 3 clusters Score -6458227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50651 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -6458228.000000 Penalty: 3529.011963
	Iteration 68Q: 3 clusters Score -6458228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50653 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -6458233.500000 Penalty: 3529.011963
	Iteration 69Q: 3 clusters Score -6458234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50655 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -6458230.000000 Penalty: 3529.011963
	Iteration 70Q: 3 clusters Score -6458230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -6458224.000000 Penalty: 3529.011963
	Iteration 71Q: 3 clusters Score -6458224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6458227.500000 Penalty: 3529.011963
	Iteration 72Q: 3 clusters Score -6458228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50661 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -6458228.000000 Penalty: 3529.011963
	Iteration 73Q: 3 clusters Score -6458228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50662 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -6458230.000000 Penalty: 3529.011963
	Iteration 74Q: 3 clusters Score -6458230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50662 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -6458230.000000 Penalty: 3529.011963
	Iteration 75F: 3 clusters Score -6458230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Entering Unmasked Estep 
Score: -626941.875000 Penalty: 1384.918945
	Iteration 0F: 2 clusters Score -626941.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -622943.687500 Penalty: 2769.837891
	Iteration 0F: 3 clusters Score -622943.7 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -624018.000000 Penalty: 2769.837891
	Iteration 1F: 3 clusters Score -624018 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -624225.187500 Penalty: 2769.837891
	Iteration 2F: 3 clusters Score -624225.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -624351.937500 Penalty: 2769.837891
	Iteration 3F: 3 clusters Score -624351.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -624438.000000 Penalty: 2769.837891
	Iteration 4Q: 3 clusters Score -624438 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -624516.000000 Penalty: 2769.837891
	Iteration 5Q: 3 clusters Score -624516 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -624602.500000 Penalty: 2769.837891
	Iteration 6Q: 3 clusters Score -624602.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -624676.750000 Penalty: 2769.837891
	Iteration 7Q: 3 clusters Score -624676.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -624728.312500 Penalty: 2769.837891
	Iteration 8Q: 3 clusters Score -624728.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -624773.500000 Penalty: 2769.837891
	Iteration 9Q: 3 clusters Score -624773.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -624815.062500 Penalty: 2769.837891
	Iteration 10Q: 3 clusters Score -624815.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -624865.937500 Penalty: 2769.837891
	Iteration 11Q: 3 clusters Score -624865.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -624923.625000 Penalty: 2769.837891
	Iteration 12Q: 3 clusters Score -624923.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -624979.562500 Penalty: 2769.837891
	Iteration 13Q: 3 clusters Score -624979.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -625042.625000 Penalty: 2769.837891
	Iteration 14Q: 3 clusters Score -625042.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -625123.750000 Penalty: 2769.837891
	Iteration 15Q: 3 clusters Score -625123.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -625189.937500 Penalty: 2769.837891
	Iteration 16Q: 3 clusters Score -625189.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -625241.687500 Penalty: 2769.837891
	Iteration 17Q: 3 clusters Score -625241.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -625289.750000 Penalty: 2769.837891
	Iteration 18Q: 3 clusters Score -625289.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -625337.000000 Penalty: 2769.837891
	Iteration 19Q: 3 clusters Score -625337 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -625384.437500 Penalty: 2769.837891
	Iteration 20F: 3 clusters Score -625384.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -625434.625000 Penalty: 2769.837891
	Iteration 21Q: 3 clusters Score -625434.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -625477.750000 Penalty: 2769.837891
	Iteration 22Q: 3 clusters Score -625477.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -625517.187500 Penalty: 2769.837891
	Iteration 23Q: 3 clusters Score -625517.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -625555.125000 Penalty: 2769.837891
	Iteration 24Q: 3 clusters Score -625555.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -625588.625000 Penalty: 2769.837891
	Iteration 25Q: 3 clusters Score -625588.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -625617.625000 Penalty: 2769.837891
	Iteration 26Q: 3 clusters Score -625617.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -625651.000000 Penalty: 2769.837891
	Iteration 27Q: 3 clusters Score -625651 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -625681.062500 Penalty: 2769.837891
	Iteration 28Q: 3 clusters Score -625681.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -625704.250000 Penalty: 2769.837891
	Iteration 29Q: 3 clusters Score -625704.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -625723.687500 Penalty: 2769.837891
	Iteration 30Q: 3 clusters Score -625723.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -625759.687500 Penalty: 2769.837891
	Iteration 31Q: 3 clusters Score -625759.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -625795.375000 Penalty: 2769.837891
	Iteration 32Q: 3 clusters Score -625795.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -625821.187500 Penalty: 2769.837891
	Iteration 33Q: 3 clusters Score -625821.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -625843.562500 Penalty: 2769.837891
	Iteration 34Q: 3 clusters Score -625843.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -625859.250000 Penalty: 2769.837891
	Iteration 35Q: 3 clusters Score -625859.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -625870.937500 Penalty: 2769.837891
	Iteration 36Q: 3 clusters Score -625870.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -625880.625000 Penalty: 2769.837891
	Iteration 37Q: 3 clusters Score -625880.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -625894.875000 Penalty: 2769.837891
	Iteration 38Q: 3 clusters Score -625894.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -625905.375000 Penalty: 2769.837891
	Iteration 39Q: 3 clusters Score -625905.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -625911.500000 Penalty: 2769.837891
	Iteration 40F: 3 clusters Score -625911.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -625923.875000 Penalty: 2769.837891
	Iteration 41Q: 3 clusters Score -625923.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -625929.812500 Penalty: 2769.837891
	Iteration 42Q: 3 clusters Score -625929.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -625934.000000 Penalty: 2769.837891
	Iteration 43Q: 3 clusters Score -625934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -625937.062500 Penalty: 2769.837891
	Iteration 44Q: 3 clusters Score -625937.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -625941.562500 Penalty: 2769.837891
	Iteration 45Q: 3 clusters Score -625941.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -625944.437500 Penalty: 2769.837891
	Iteration 46Q: 3 clusters Score -625944.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -625947.812500 Penalty: 2769.837891
	Iteration 47Q: 3 clusters Score -625947.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -625947.875000 Penalty: 2769.837891
	Iteration 48Q: 3 clusters Score -625947.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -625948.312500 Penalty: 2769.837891
	Iteration 49Q: 3 clusters Score -625948.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -625948.125000 Penalty: 2769.837891
	Iteration 50Q: 3 clusters Score -625948.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -625949.062500 Penalty: 2769.837891
	Iteration 51Q: 3 clusters Score -625949.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -625949.062500 Penalty: 2769.837891
	Iteration 52F: 3 clusters Score -625949.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (98914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98914 members 
Entering Unmasked Estep 
Score: -12491524.000000 Penalty: 1869.076050
	Iteration 0F: 2 clusters Score -1.249152e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49550 members 
Mstep: Class 2 contains 49364 members 
Entering Unmasked Estep 
Score: -12426668.000000 Penalty: 3738.152100
	Iteration 0F: 3 clusters Score -1.242667e+07 nChanged 47250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50902 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
Score: -12453997.000000 Penalty: 3738.152100
	Iteration 1F: 3 clusters Score -1.2454e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51955 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -12454731.000000 Penalty: 3738.152100
	Iteration 2Q: 3 clusters Score -1.245473e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -12455553.000000 Penalty: 3738.152100
	Iteration 3Q: 3 clusters Score -1.245555e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55657 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -12456559.000000 Penalty: 3738.152100
	Iteration 4Q: 3 clusters Score -1.245656e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58776 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -12458074.000000 Penalty: 3738.152100
	Iteration 5Q: 3 clusters Score -1.245807e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63002 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -12460510.000000 Penalty: 3738.152100
	Iteration 6F: 3 clusters Score -1.246051e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68454 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -12464299.000000 Penalty: 3738.152100
	Iteration 7F: 3 clusters Score -1.24643e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74687 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -12469043.000000 Penalty: 3738.152100
	Iteration 8F: 3 clusters Score -1.246904e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80790 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -12474493.000000 Penalty: 3738.152100
	Iteration 9F: 3 clusters Score -1.247449e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85660 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -12478847.000000 Penalty: 3738.152100
	Iteration 10F: 3 clusters Score -1.247885e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89068 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -12481999.000000 Penalty: 3738.152100
	Iteration 11Q: 3 clusters Score -1.2482e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91318 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -12484455.000000 Penalty: 3738.152100
	Iteration 12Q: 3 clusters Score -1.248446e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93014 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -12486195.000000 Penalty: 3738.152100
	Iteration 13Q: 3 clusters Score -1.24862e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94311 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -12487327.000000 Penalty: 3738.152100
	Iteration 14Q: 3 clusters Score -1.248733e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95356 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -12488081.000000 Penalty: 3738.152100
	Iteration 15Q: 3 clusters Score -1.248808e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96153 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -12488678.000000 Penalty: 3738.152100
	Iteration 16Q: 3 clusters Score -1.248868e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96738 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -12489040.000000 Penalty: 3738.152100
	Iteration 17Q: 3 clusters Score -1.248904e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97174 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -12489282.000000 Penalty: 3738.152100
	Iteration 18Q: 3 clusters Score -1.248928e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97502 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -12489493.000000 Penalty: 3738.152100
	Iteration 19Q: 3 clusters Score -1.248949e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97734 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -12489619.000000 Penalty: 3738.152100
	Iteration 20F: 3 clusters Score -1.248962e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97894 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -12489691.000000 Penalty: 3738.152100
	Iteration 21Q: 3 clusters Score -1.248969e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98015 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -12489758.000000 Penalty: 3738.152100
	Iteration 22Q: 3 clusters Score -1.248976e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98092 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -12489828.000000 Penalty: 3738.152100
	Iteration 23Q: 3 clusters Score -1.248983e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98164 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -12489854.000000 Penalty: 3738.152100
	Iteration 24Q: 3 clusters Score -1.248985e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98217 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -12489899.000000 Penalty: 3738.152100
	Iteration 25Q: 3 clusters Score -1.24899e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98271 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -12489920.000000 Penalty: 3738.152100
	Iteration 26Q: 3 clusters Score -1.248992e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98307 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -12489935.000000 Penalty: 3738.152100
	Iteration 27Q: 3 clusters Score -1.248994e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98327 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -12489949.000000 Penalty: 3738.152100
	Iteration 28Q: 3 clusters Score -1.248995e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98345 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -12489952.000000 Penalty: 3738.152100
	Iteration 29Q: 3 clusters Score -1.248995e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98366 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -12489958.000000 Penalty: 3738.152100
	Iteration 30Q: 3 clusters Score -1.248996e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98384 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -12489973.000000 Penalty: 3738.152100
	Iteration 31Q: 3 clusters Score -1.248997e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98391 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -12489990.000000 Penalty: 3738.152100
	Iteration 32Q: 3 clusters Score -1.248999e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98403 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -12489997.000000 Penalty: 3738.152100
	Iteration 33Q: 3 clusters Score -1.249e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98412 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -12490004.000000 Penalty: 3738.152100
	Iteration 34Q: 3 clusters Score -1.249e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98417 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -12490026.000000 Penalty: 3738.152100
	Iteration 35Q: 3 clusters Score -1.249003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98424 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -12490035.000000 Penalty: 3738.152100
	Iteration 36Q: 3 clusters Score -1.249004e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98431 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -12490036.000000 Penalty: 3738.152100
	Iteration 37Q: 3 clusters Score -1.249004e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98440 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -12490042.000000 Penalty: 3738.152100
	Iteration 38Q: 3 clusters Score -1.249004e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98443 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -12490046.000000 Penalty: 3738.152100
	Iteration 39Q: 3 clusters Score -1.249005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98445 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -12490046.000000 Penalty: 3738.152100
	Iteration 40F: 3 clusters Score -1.249005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98445 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -12490052.000000 Penalty: 3738.152100
	Iteration 41Q: 3 clusters Score -1.249005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98444 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -12490042.000000 Penalty: 3738.152100
	Iteration 42Q: 3 clusters Score -1.249004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98443 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -12490042.000000 Penalty: 3738.152100
	Iteration 43Q: 3 clusters Score -1.249004e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98443 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -12490042.000000 Penalty: 3738.152100
	Iteration 44F: 3 clusters Score -1.249004e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Entering Unmasked Estep 
Score: -369867.968750 Penalty: 1303.080078
	Iteration 0F: 2 clusters Score -369868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -367124.281250 Penalty: 2606.160156
	Iteration 0F: 3 clusters Score -367124.3 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -367904.187500 Penalty: 2606.160156
	Iteration 1F: 3 clusters Score -367904.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -368194.375000 Penalty: 2606.160156
	Iteration 2F: 3 clusters Score -368194.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -368373.937500 Penalty: 2606.160156
	Iteration 3F: 3 clusters Score -368373.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -368511.875000 Penalty: 2606.160156
	Iteration 4F: 3 clusters Score -368511.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -368634.937500 Penalty: 2606.160156
	Iteration 5Q: 3 clusters Score -368634.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -368758.312500 Penalty: 2606.160156
	Iteration 6Q: 3 clusters Score -368758.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -368895.031250 Penalty: 2606.160156
	Iteration 7Q: 3 clusters Score -368895 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -369051.656250 Penalty: 2606.160156
	Iteration 8Q: 3 clusters Score -369051.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -369266.000000 Penalty: 2606.160156
	Iteration 9Q: 3 clusters Score -369266 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -369555.500000 Penalty: 2606.160156
	Iteration 10Q: 3 clusters Score -369555.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -369929.312500 Penalty: 2606.160156
	Iteration 11Q: 3 clusters Score -369929.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -370221.531250 Penalty: 2606.160156
	Iteration 12Q: 3 clusters Score -370221.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -370271.406250 Penalty: 2606.160156
	Iteration 13Q: 3 clusters Score -370271.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -370275.125000 Penalty: 2606.160156
	Iteration 14Q: 3 clusters Score -370275.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -370275.781250 Penalty: 2606.160156
	Iteration 15Q: 3 clusters Score -370275.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -370277.062500 Penalty: 2606.160156
	Iteration 16Q: 3 clusters Score -370277.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -370277.062500 Penalty: 2606.160156
	Iteration 17F: 3 clusters Score -370277.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 120350 members 
Mstep: Class 3 contains 6570 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9433 members 
Mstep: Class 6 contains 42885 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 6964 members 
Mstep: Class 9 contains 81802 members 
Mstep: Class 10 contains 80527 members 
Mstep: Class 11 contains 101211 members 
Mstep: Class 12 contains 51974 members 
Mstep: Class 13 contains 5027 members 
Mstep: Class 14 contains 98914 members 
Mstep: Class 15 contains 1381 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5436 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 23175 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1644 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9952 members 
Mstep: Class 25 contains 102020 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6766 members 
Mstep: Class 28 contains 3332 members 
Mstep: Class 29 contains 3483 members 
Mstep: Class 30 contains 1905 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 322 members 
Mstep: Class 33 contains 13898 members 
Mstep: Class 34 contains 10180 members 
Mstep: Class 35 contains 9756 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 94661 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7735 members 
Mstep: Class 41 contains 1686 members 
Mstep: Class 42 contains 1657 members 
Entering Unmasked Estep 
Score: -111778960.000000 Penalty: 93710.203125
Splitting cluster 15 changes total score from -111779360.000000 to -111778960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Entering Unmasked Estep 
Score: -146454.390625 Penalty: 1175.084106
	Iteration 0F: 2 clusters Score -146454.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -144837.125000 Penalty: 2350.168213
	Iteration 0F: 3 clusters Score -144837.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -145324.859375 Penalty: 2350.168213
	Iteration 1F: 3 clusters Score -145324.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -145455.703125 Penalty: 2350.168213
	Iteration 2F: 3 clusters Score -145455.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -145557.953125 Penalty: 2350.168213
	Iteration 3F: 3 clusters Score -145558 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -145661.500000 Penalty: 2350.168213
	Iteration 4Q: 3 clusters Score -145661.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -145741.343750 Penalty: 2350.168213
	Iteration 5Q: 3 clusters Score -145741.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -145819.203125 Penalty: 2350.168213
	Iteration 6Q: 3 clusters Score -145819.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -145905.750000 Penalty: 2350.168213
	Iteration 7Q: 3 clusters Score -145905.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -146002.093750 Penalty: 2350.168213
	Iteration 8Q: 3 clusters Score -146002.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -146088.296875 Penalty: 2350.168213
	Iteration 9Q: 3 clusters Score -146088.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -146155.531250 Penalty: 2350.168213
	Iteration 10Q: 3 clusters Score -146155.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -146197.375000 Penalty: 2350.168213
	Iteration 11Q: 3 clusters Score -146197.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -146228.359375 Penalty: 2350.168213
	Iteration 12Q: 3 clusters Score -146228.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -146242.562500 Penalty: 2350.168213
	Iteration 13Q: 3 clusters Score -146242.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -146255.718750 Penalty: 2350.168213
	Iteration 14Q: 3 clusters Score -146255.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -146267.187500 Penalty: 2350.168213
	Iteration 15Q: 3 clusters Score -146267.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -146280.125000 Penalty: 2350.168213
	Iteration 16Q: 3 clusters Score -146280.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -146289.453125 Penalty: 2350.168213
	Iteration 17Q: 3 clusters Score -146289.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -146296.734375 Penalty: 2350.168213
	Iteration 18Q: 3 clusters Score -146296.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -146306.828125 Penalty: 2350.168213
	Iteration 19Q: 3 clusters Score -146306.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -146311.828125 Penalty: 2350.168213
	Iteration 20F: 3 clusters Score -146311.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -146315.046875 Penalty: 2350.168213
	Iteration 21Q: 3 clusters Score -146315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -146318.062500 Penalty: 2350.168213
	Iteration 22Q: 3 clusters Score -146318.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -146320.234375 Penalty: 2350.168213
	Iteration 23Q: 3 clusters Score -146320.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -146323.515625 Penalty: 2350.168213
	Iteration 24Q: 3 clusters Score -146323.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -146325.015625 Penalty: 2350.168213
	Iteration 25Q: 3 clusters Score -146325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -146328.078125 Penalty: 2350.168213
	Iteration 26Q: 3 clusters Score -146328.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -146330.765625 Penalty: 2350.168213
	Iteration 27Q: 3 clusters Score -146330.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -146332.421875 Penalty: 2350.168213
	Iteration 28Q: 3 clusters Score -146332.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -146335.578125 Penalty: 2350.168213
	Iteration 29Q: 3 clusters Score -146335.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -146337.406250 Penalty: 2350.168213
	Iteration 30Q: 3 clusters Score -146337.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -146339.421875 Penalty: 2350.168213
	Iteration 31Q: 3 clusters Score -146339.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -146339.906250 Penalty: 2350.168213
	Iteration 32Q: 3 clusters Score -146339.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -146340.312500 Penalty: 2350.168213
	Iteration 33Q: 3 clusters Score -146340.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -146340.312500 Penalty: 2350.168213
	Iteration 34F: 3 clusters Score -146340.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -52751.523438 Penalty: 1007.252808
	Iteration 0F: 2 clusters Score -52751.52 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 249 members 
Entering Unmasked Estep 
Score: -51707.359375 Penalty: 2014.505615
	Iteration 0F: 3 clusters Score -51707.36 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -51924.507812 Penalty: 2014.505615
	Iteration 1F: 3 clusters Score -51924.51 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52006.730469 Penalty: 2014.505615
	Iteration 2F: 3 clusters Score -52006.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -52038.503906 Penalty: 2014.505615
	Iteration 3Q: 3 clusters Score -52038.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -52055.238281 Penalty: 2014.505615
	Iteration 4Q: 3 clusters Score -52055.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -52065.320312 Penalty: 2014.505615
	Iteration 5Q: 3 clusters Score -52065.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -52097.691406 Penalty: 2014.505615
	Iteration 6Q: 3 clusters Score -52097.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -52122.441406 Penalty: 2014.505615
	Iteration 7Q: 3 clusters Score -52122.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -52141.152344 Penalty: 2014.505615
	Iteration 8Q: 3 clusters Score -52141.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -52147.824219 Penalty: 2014.505615
	Iteration 9Q: 3 clusters Score -52147.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -52147.824219 Penalty: 2014.505615
	Iteration 10F: 3 clusters Score -52147.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Entering Unmasked Estep 
Score: -693762.437500 Penalty: 1397.629761
	Iteration 0F: 2 clusters Score -693762.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -689473.187500 Penalty: 2795.259521
	Iteration 0F: 3 clusters Score -689473.2 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -690687.687500 Penalty: 2795.259521
	Iteration 1F: 3 clusters Score -690687.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -690843.687500 Penalty: 2795.259521
	Iteration 2F: 3 clusters Score -690843.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -690962.875000 Penalty: 2795.259521
	Iteration 3Q: 3 clusters Score -690962.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -691062.312500 Penalty: 2795.259521
	Iteration 4Q: 3 clusters Score -691062.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -691132.812500 Penalty: 2795.259521
	Iteration 5Q: 3 clusters Score -691132.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -691205.625000 Penalty: 2795.259521
	Iteration 6Q: 3 clusters Score -691205.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -691285.187500 Penalty: 2795.259521
	Iteration 7Q: 3 clusters Score -691285.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -691369.250000 Penalty: 2795.259521
	Iteration 8Q: 3 clusters Score -691369.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -691456.250000 Penalty: 2795.259521
	Iteration 9Q: 3 clusters Score -691456.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -691544.000000 Penalty: 2795.259521
	Iteration 10Q: 3 clusters Score -691544 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -691638.312500 Penalty: 2795.259521
	Iteration 11Q: 3 clusters Score -691638.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -691768.937500 Penalty: 2795.259521
	Iteration 12Q: 3 clusters Score -691768.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -691923.562500 Penalty: 2795.259521
	Iteration 13Q: 3 clusters Score -691923.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -692052.437500 Penalty: 2795.259521
	Iteration 14Q: 3 clusters Score -692052.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -692155.687500 Penalty: 2795.259521
	Iteration 15Q: 3 clusters Score -692155.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -692228.187500 Penalty: 2795.259521
	Iteration 16Q: 3 clusters Score -692228.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -692279.437500 Penalty: 2795.259521
	Iteration 17Q: 3 clusters Score -692279.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -692312.875000 Penalty: 2795.259521
	Iteration 18Q: 3 clusters Score -692312.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -692335.812500 Penalty: 2795.259521
	Iteration 19Q: 3 clusters Score -692335.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -692358.625000 Penalty: 2795.259521
	Iteration 20F: 3 clusters Score -692358.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -692378.312500 Penalty: 2795.259521
	Iteration 21Q: 3 clusters Score -692378.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -692393.437500 Penalty: 2795.259521
	Iteration 22Q: 3 clusters Score -692393.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -692406.375000 Penalty: 2795.259521
	Iteration 23Q: 3 clusters Score -692406.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -692415.437500 Penalty: 2795.259521
	Iteration 24Q: 3 clusters Score -692415.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -692421.437500 Penalty: 2795.259521
	Iteration 25Q: 3 clusters Score -692421.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -692426.250000 Penalty: 2795.259521
	Iteration 26Q: 3 clusters Score -692426.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -692429.125000 Penalty: 2795.259521
	Iteration 27Q: 3 clusters Score -692429.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -692433.375000 Penalty: 2795.259521
	Iteration 28Q: 3 clusters Score -692433.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -692436.375000 Penalty: 2795.259521
	Iteration 29Q: 3 clusters Score -692436.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -692438.500000 Penalty: 2795.259521
	Iteration 30Q: 3 clusters Score -692438.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -692440.750000 Penalty: 2795.259521
	Iteration 31Q: 3 clusters Score -692440.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -692444.000000 Penalty: 2795.259521
	Iteration 32Q: 3 clusters Score -692444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -692448.125000 Penalty: 2795.259521
	Iteration 33Q: 3 clusters Score -692448.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -692453.312500 Penalty: 2795.259521
	Iteration 34Q: 3 clusters Score -692453.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -692457.312500 Penalty: 2795.259521
	Iteration 35Q: 3 clusters Score -692457.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -692458.375000 Penalty: 2795.259521
	Iteration 36Q: 3 clusters Score -692458.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -692459.875000 Penalty: 2795.259521
	Iteration 37Q: 3 clusters Score -692459.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -692460.187500 Penalty: 2795.259521
	Iteration 38Q: 3 clusters Score -692460.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -692460.187500 Penalty: 2795.259521
	Iteration 39Q: 3 clusters Score -692460.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -692461.562500 Penalty: 2795.259521
	Iteration 40F: 3 clusters Score -692461.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -692465.562500 Penalty: 2795.259521
	Iteration 41Q: 3 clusters Score -692465.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -692465.687500 Penalty: 2795.259521
	Iteration 42Q: 3 clusters Score -692465.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -692465.687500 Penalty: 2795.259521
	Iteration 43F: 3 clusters Score -692465.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Entering Unmasked Estep 
Score: -396450.031250 Penalty: 1325.479614
	Iteration 0F: 2 clusters Score -396450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -393443.500000 Penalty: 2650.959229
	Iteration 0F: 3 clusters Score -393443.5 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -394402.875000 Penalty: 2650.959229
	Iteration 1F: 3 clusters Score -394402.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -394667.625000 Penalty: 2650.959229
	Iteration 2F: 3 clusters Score -394667.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -394854.781250 Penalty: 2650.959229
	Iteration 3F: 3 clusters Score -394854.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -395000.937500 Penalty: 2650.959229
	Iteration 4Q: 3 clusters Score -395000.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -395118.093750 Penalty: 2650.959229
	Iteration 5Q: 3 clusters Score -395118.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -395227.000000 Penalty: 2650.959229
	Iteration 6Q: 3 clusters Score -395227 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -395302.218750 Penalty: 2650.959229
	Iteration 7Q: 3 clusters Score -395302.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -395364.093750 Penalty: 2650.959229
	Iteration 8Q: 3 clusters Score -395364.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -395415.562500 Penalty: 2650.959229
	Iteration 9Q: 3 clusters Score -395415.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -395479.812500 Penalty: 2650.959229
	Iteration 10Q: 3 clusters Score -395479.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -395542.625000 Penalty: 2650.959229
	Iteration 11Q: 3 clusters Score -395542.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -395599.062500 Penalty: 2650.959229
	Iteration 12Q: 3 clusters Score -395599.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -395671.281250 Penalty: 2650.959229
	Iteration 13Q: 3 clusters Score -395671.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -395739.562500 Penalty: 2650.959229
	Iteration 14Q: 3 clusters Score -395739.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -395781.593750 Penalty: 2650.959229
	Iteration 15Q: 3 clusters Score -395781.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -395808.437500 Penalty: 2650.959229
	Iteration 16Q: 3 clusters Score -395808.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -395834.843750 Penalty: 2650.959229
	Iteration 17Q: 3 clusters Score -395834.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -395850.656250 Penalty: 2650.959229
	Iteration 18Q: 3 clusters Score -395850.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -395863.375000 Penalty: 2650.959229
	Iteration 19Q: 3 clusters Score -395863.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -395869.375000 Penalty: 2650.959229
	Iteration 20F: 3 clusters Score -395869.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -395875.937500 Penalty: 2650.959229
	Iteration 21Q: 3 clusters Score -395875.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -395879.281250 Penalty: 2650.959229
	Iteration 22Q: 3 clusters Score -395879.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -395889.062500 Penalty: 2650.959229
	Iteration 23Q: 3 clusters Score -395889.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -395896.250000 Penalty: 2650.959229
	Iteration 24Q: 3 clusters Score -395896.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -395905.750000 Penalty: 2650.959229
	Iteration 25Q: 3 clusters Score -395905.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -395911.062500 Penalty: 2650.959229
	Iteration 26Q: 3 clusters Score -395911.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -395917.125000 Penalty: 2650.959229
	Iteration 27Q: 3 clusters Score -395917.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -395922.875000 Penalty: 2650.959229
	Iteration 28Q: 3 clusters Score -395922.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -395929.500000 Penalty: 2650.959229
	Iteration 29Q: 3 clusters Score -395929.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -395940.156250 Penalty: 2650.959229
	Iteration 30Q: 3 clusters Score -395940.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -395945.750000 Penalty: 2650.959229
	Iteration 31Q: 3 clusters Score -395945.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -395952.531250 Penalty: 2650.959229
	Iteration 32Q: 3 clusters Score -395952.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -395960.062500 Penalty: 2650.959229
	Iteration 33Q: 3 clusters Score -395960.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -395964.656250 Penalty: 2650.959229
	Iteration 34Q: 3 clusters Score -395964.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -395967.875000 Penalty: 2650.959229
	Iteration 35Q: 3 clusters Score -395967.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -395972.593750 Penalty: 2650.959229
	Iteration 36Q: 3 clusters Score -395972.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -395979.093750 Penalty: 2650.959229
	Iteration 37Q: 3 clusters Score -395979.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -395985.187500 Penalty: 2650.959229
	Iteration 38Q: 3 clusters Score -395985.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -395987.781250 Penalty: 2650.959229
	Iteration 39Q: 3 clusters Score -395987.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -395990.375000 Penalty: 2650.959229
	Iteration 40F: 3 clusters Score -395990.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Entering Unmasked Estep 
Score: -2881319.500000 Penalty: 1633.259644
	Iteration 0F: 2 clusters Score -2881320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2865600.750000 Penalty: 3266.519287
	Iteration 0F: 3 clusters Score -2865601 nChanged 10530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2871455.500000 Penalty: 3266.519287
	Iteration 1F: 3 clusters Score -2871456 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2871780.250000 Penalty: 3266.519287
	Iteration 2Q: 3 clusters Score -2871780 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2872090.750000 Penalty: 3266.519287
	Iteration 3Q: 3 clusters Score -2872091 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2872449.500000 Penalty: 3266.519287
	Iteration 4Q: 3 clusters Score -2872450 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2872834.500000 Penalty: 3266.519287
	Iteration 5Q: 3 clusters Score -2872834 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2873331.000000 Penalty: 3266.519287
	Iteration 6Q: 3 clusters Score -2873331 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2873983.000000 Penalty: 3266.519287
	Iteration 7Q: 3 clusters Score -2873983 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2874773.750000 Penalty: 3266.519287
	Iteration 8F: 3 clusters Score -2874774 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -2875683.500000 Penalty: 3266.519287
	Iteration 9F: 3 clusters Score -2875684 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2876660.500000 Penalty: 3266.519287
	Iteration 10F: 3 clusters Score -2876660 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2877590.000000 Penalty: 3266.519287
	Iteration 11F: 3 clusters Score -2877590 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2878314.000000 Penalty: 3266.519287
	Iteration 12Q: 3 clusters Score -2878314 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2878848.000000 Penalty: 3266.519287
	Iteration 13Q: 3 clusters Score -2878848 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2879231.750000 Penalty: 3266.519287
	Iteration 14Q: 3 clusters Score -2879232 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2879507.250000 Penalty: 3266.519287
	Iteration 15Q: 3 clusters Score -2879507 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2879666.500000 Penalty: 3266.519287
	Iteration 16Q: 3 clusters Score -2879666 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2879772.500000 Penalty: 3266.519287
	Iteration 17Q: 3 clusters Score -2879772 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2879825.000000 Penalty: 3266.519287
	Iteration 18Q: 3 clusters Score -2879825 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2879849.250000 Penalty: 3266.519287
	Iteration 19Q: 3 clusters Score -2879849 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2879872.750000 Penalty: 3266.519287
	Iteration 20F: 3 clusters Score -2879873 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2879885.000000 Penalty: 3266.519287
	Iteration 21Q: 3 clusters Score -2879885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2879891.500000 Penalty: 3266.519287
	Iteration 22Q: 3 clusters Score -2879892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2879905.250000 Penalty: 3266.519287
	Iteration 23Q: 3 clusters Score -2879905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2879915.750000 Penalty: 3266.519287
	Iteration 24Q: 3 clusters Score -2879916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2879923.250000 Penalty: 3266.519287
	Iteration 25Q: 3 clusters Score -2879923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2879927.250000 Penalty: 3266.519287
	Iteration 26Q: 3 clusters Score -2879927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2879930.000000 Penalty: 3266.519287
	Iteration 27Q: 3 clusters Score -2879930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2879931.000000 Penalty: 3266.519287
	Iteration 28Q: 3 clusters Score -2879931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2879931.500000 Penalty: 3266.519287
	Iteration 29Q: 3 clusters Score -2879932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2879932.500000 Penalty: 3266.519287
	Iteration 30Q: 3 clusters Score -2879932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2879933.500000 Penalty: 3266.519287
	Iteration 31Q: 3 clusters Score -2879934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2879936.250000 Penalty: 3266.519287
	Iteration 32Q: 3 clusters Score -2879936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2879936.000000 Penalty: 3266.519287
	Iteration 33Q: 3 clusters Score -2879936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2879936.000000 Penalty: 3266.519287
	Iteration 34F: 3 clusters Score -2879936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -31785.746094 Penalty: 969.081604
	Iteration 0F: 2 clusters Score -31785.75 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 206 members 
Entering Unmasked Estep 
Score: -30920.597656 Penalty: 1938.163208
	Iteration 0F: 3 clusters Score -30920.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31349.195312 Penalty: 1938.163208
	Iteration 1F: 3 clusters Score -31349.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31477.458984 Penalty: 1938.163208
	Iteration 2F: 3 clusters Score -31477.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31543.666016 Penalty: 1938.163208
	Iteration 3Q: 3 clusters Score -31543.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31576.587891 Penalty: 1938.163208
	Iteration 4Q: 3 clusters Score -31576.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31603.455078 Penalty: 1938.163208
	Iteration 5Q: 3 clusters Score -31603.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31626.003906 Penalty: 1938.163208
	Iteration 6Q: 3 clusters Score -31626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31650.373047 Penalty: 1938.163208
	Iteration 7Q: 3 clusters Score -31650.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31658.101562 Penalty: 1938.163208
	Iteration 8Q: 3 clusters Score -31658.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31658.101562 Penalty: 1938.163208
	Iteration 9F: 3 clusters Score -31658.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Entering Unmasked Estep 
Score: -205614.031250 Penalty: 1203.294189
	Iteration 0F: 2 clusters Score -205614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -203746.687500 Penalty: 2406.588379
	Iteration 0F: 3 clusters Score -203746.7 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -204122.750000 Penalty: 2406.588379
	Iteration 1F: 3 clusters Score -204122.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -204228.734375 Penalty: 2406.588379
	Iteration 2F: 3 clusters Score -204228.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -204302.656250 Penalty: 2406.588379
	Iteration 3F: 3 clusters Score -204302.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -204349.531250 Penalty: 2406.588379
	Iteration 4Q: 3 clusters Score -204349.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -204385.203125 Penalty: 2406.588379
	Iteration 5Q: 3 clusters Score -204385.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -204408.593750 Penalty: 2406.588379
	Iteration 6Q: 3 clusters Score -204408.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -204430.531250 Penalty: 2406.588379
	Iteration 7Q: 3 clusters Score -204430.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -204447.750000 Penalty: 2406.588379
	Iteration 8Q: 3 clusters Score -204447.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -204472.406250 Penalty: 2406.588379
	Iteration 9Q: 3 clusters Score -204472.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -204499.656250 Penalty: 2406.588379
	Iteration 10Q: 3 clusters Score -204499.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -204523.843750 Penalty: 2406.588379
	Iteration 11Q: 3 clusters Score -204523.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -204544.968750 Penalty: 2406.588379
	Iteration 12Q: 3 clusters Score -204545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -204553.359375 Penalty: 2406.588379
	Iteration 13Q: 3 clusters Score -204553.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -204556.359375 Penalty: 2406.588379
	Iteration 14Q: 3 clusters Score -204556.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -204560.390625 Penalty: 2406.588379
	Iteration 15Q: 3 clusters Score -204560.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -204565.484375 Penalty: 2406.588379
	Iteration 16Q: 3 clusters Score -204565.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -204569.734375 Penalty: 2406.588379
	Iteration 17Q: 3 clusters Score -204569.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -204574.328125 Penalty: 2406.588379
	Iteration 18Q: 3 clusters Score -204574.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -204576.953125 Penalty: 2406.588379
	Iteration 19Q: 3 clusters Score -204577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -204581.328125 Penalty: 2406.588379
	Iteration 20F: 3 clusters Score -204581.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -204585.312500 Penalty: 2406.588379
	Iteration 21Q: 3 clusters Score -204585.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -204589.593750 Penalty: 2406.588379
	Iteration 22Q: 3 clusters Score -204589.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -204593.203125 Penalty: 2406.588379
	Iteration 23Q: 3 clusters Score -204593.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -204595.875000 Penalty: 2406.588379
	Iteration 24Q: 3 clusters Score -204595.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -204596.140625 Penalty: 2406.588379
	Iteration 25Q: 3 clusters Score -204596.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -204597.062500 Penalty: 2406.588379
	Iteration 26Q: 3 clusters Score -204597.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -204598.500000 Penalty: 2406.588379
	Iteration 27Q: 3 clusters Score -204598.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -204601.062500 Penalty: 2406.588379
	Iteration 28Q: 3 clusters Score -204601.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -204603.078125 Penalty: 2406.588379
	Iteration 29Q: 3 clusters Score -204603.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -204607.062500 Penalty: 2406.588379
	Iteration 30Q: 3 clusters Score -204607.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -204610.953125 Penalty: 2406.588379
	Iteration 31Q: 3 clusters Score -204611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -204616.781250 Penalty: 2406.588379
	Iteration 32Q: 3 clusters Score -204616.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -204618.265625 Penalty: 2406.588379
	Iteration 33Q: 3 clusters Score -204618.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -204621.406250 Penalty: 2406.588379
	Iteration 34Q: 3 clusters Score -204621.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -204622.515625 Penalty: 2406.588379
	Iteration 35Q: 3 clusters Score -204622.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -204624.984375 Penalty: 2406.588379
	Iteration 36Q: 3 clusters Score -204625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -204625.484375 Penalty: 2406.588379
	Iteration 37Q: 3 clusters Score -204625.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -204625.484375 Penalty: 2406.588379
	Iteration 38F: 3 clusters Score -204625.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -25360.855469 Penalty: 930.082581
	Iteration 0F: 2 clusters Score -25360.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24559.597656 Penalty: 1860.165161
	Iteration 0F: 3 clusters Score -24559.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -24950.607422 Penalty: 1860.165161
	Iteration 1F: 3 clusters Score -24950.61 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -25265.556641 Penalty: 1860.165161
	Iteration 2F: 3 clusters Score -25265.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25613.351562 Penalty: 1860.165161
	Iteration 3F: 3 clusters Score -25613.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25903.871094 Penalty: 1860.165161
	Iteration 4Q: 3 clusters Score -25903.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25973.103516 Penalty: 1860.165161
	Iteration 5Q: 3 clusters Score -25973.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25982.353516 Penalty: 1860.165161
	Iteration 6Q: 3 clusters Score -25982.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25991.601562 Penalty: 1860.165161
	Iteration 7Q: 3 clusters Score -25991.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25995.250000 Penalty: 1860.165161
	Iteration 8Q: 3 clusters Score -25995.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25995.250000 Penalty: 1860.165161
	Iteration 9F: 3 clusters Score -25995.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 120350 members 
Mstep: Class 3 contains 6570 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9433 members 
Mstep: Class 6 contains 42885 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 6964 members 
Mstep: Class 9 contains 81802 members 
Mstep: Class 10 contains 80527 members 
Mstep: Class 11 contains 101211 members 
Mstep: Class 12 contains 51974 members 
Mstep: Class 13 contains 5027 members 
Mstep: Class 14 contains 98914 members 
Mstep: Class 15 contains 3038 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5436 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 23175 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1644 members 
Mstep: Class 23 contains 155 members 
Mstep: Class 24 contains 9952 members 
Mstep: Class 25 contains 102020 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6766 members 
Mstep: Class 28 contains 3332 members 
Mstep: Class 29 contains 3483 members 
Mstep: Class 30 contains 1905 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 322 members 
Mstep: Class 33 contains 13898 members 
Mstep: Class 34 contains 10180 members 
Mstep: Class 35 contains 9756 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 94661 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7735 members 
Mstep: Class 41 contains 1686 members 
Mstep: Class 42 contains 151 members 
Entering Unmasked Estep 
Score: -111778752.000000 Penalty: 93710.203125
Splitting cluster 23 changes total score from -111779360.000000 to -111778752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (9952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Entering Unmasked Estep 
Score: -1160444.500000 Penalty: 1495.898438
	Iteration 0F: 2 clusters Score -1160444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1153302.125000 Penalty: 2991.796875
	Iteration 0F: 3 clusters Score -1153302 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1155608.500000 Penalty: 2991.796875
	Iteration 1F: 3 clusters Score -1155608 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1155874.375000 Penalty: 2991.796875
	Iteration 2F: 3 clusters Score -1155874 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1156079.875000 Penalty: 2991.796875
	Iteration 3F: 3 clusters Score -1156080 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1156264.000000 Penalty: 2991.796875
	Iteration 4Q: 3 clusters Score -1156264 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1156467.750000 Penalty: 2991.796875
	Iteration 5Q: 3 clusters Score -1156468 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1156709.625000 Penalty: 2991.796875
	Iteration 6Q: 3 clusters Score -1156710 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1156998.125000 Penalty: 2991.796875
	Iteration 7Q: 3 clusters Score -1156998 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1157313.875000 Penalty: 2991.796875
	Iteration 8Q: 3 clusters Score -1157314 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1157626.625000 Penalty: 2991.796875
	Iteration 9Q: 3 clusters Score -1157627 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1157885.125000 Penalty: 2991.796875
	Iteration 10Q: 3 clusters Score -1157885 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1158103.875000 Penalty: 2991.796875
	Iteration 11Q: 3 clusters Score -1158104 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1158299.000000 Penalty: 2991.796875
	Iteration 12Q: 3 clusters Score -1158299 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1158458.250000 Penalty: 2991.796875
	Iteration 13Q: 3 clusters Score -1158458 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1158602.125000 Penalty: 2991.796875
	Iteration 14Q: 3 clusters Score -1158602 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1158725.500000 Penalty: 2991.796875
	Iteration 15Q: 3 clusters Score -1158726 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1158818.250000 Penalty: 2991.796875
	Iteration 16Q: 3 clusters Score -1158818 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1158890.250000 Penalty: 2991.796875
	Iteration 17Q: 3 clusters Score -1158890 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1158964.375000 Penalty: 2991.796875
	Iteration 18Q: 3 clusters Score -1158964 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1159027.125000 Penalty: 2991.796875
	Iteration 19Q: 3 clusters Score -1159027 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1159082.125000 Penalty: 2991.796875
	Iteration 20F: 3 clusters Score -1159082 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1159123.875000 Penalty: 2991.796875
	Iteration 21Q: 3 clusters Score -1159124 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1159171.625000 Penalty: 2991.796875
	Iteration 22Q: 3 clusters Score -1159172 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1159212.125000 Penalty: 2991.796875
	Iteration 23Q: 3 clusters Score -1159212 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1159241.750000 Penalty: 2991.796875
	Iteration 24Q: 3 clusters Score -1159242 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1159260.625000 Penalty: 2991.796875
	Iteration 25Q: 3 clusters Score -1159261 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1159286.000000 Penalty: 2991.796875
	Iteration 26Q: 3 clusters Score -1159286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1159305.125000 Penalty: 2991.796875
	Iteration 27Q: 3 clusters Score -1159305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1159315.625000 Penalty: 2991.796875
	Iteration 28Q: 3 clusters Score -1159316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1159327.750000 Penalty: 2991.796875
	Iteration 29Q: 3 clusters Score -1159328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1159336.625000 Penalty: 2991.796875
	Iteration 30Q: 3 clusters Score -1159337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1159342.250000 Penalty: 2991.796875
	Iteration 31Q: 3 clusters Score -1159342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1159347.000000 Penalty: 2991.796875
	Iteration 32Q: 3 clusters Score -1159347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1159353.375000 Penalty: 2991.796875
	Iteration 33Q: 3 clusters Score -1159353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1159357.750000 Penalty: 2991.796875
	Iteration 34Q: 3 clusters Score -1159358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1159362.750000 Penalty: 2991.796875
	Iteration 35Q: 3 clusters Score -1159363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1159368.500000 Penalty: 2991.796875
	Iteration 36Q: 3 clusters Score -1159368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1159375.250000 Penalty: 2991.796875
	Iteration 37Q: 3 clusters Score -1159375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1159389.250000 Penalty: 2991.796875
	Iteration 38Q: 3 clusters Score -1159389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1159395.625000 Penalty: 2991.796875
	Iteration 39Q: 3 clusters Score -1159396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1159401.125000 Penalty: 2991.796875
	Iteration 40F: 3 clusters Score -1159401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1159403.875000 Penalty: 2991.796875
	Iteration 41Q: 3 clusters Score -1159404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1159404.000000 Penalty: 2991.796875
	Iteration 42Q: 3 clusters Score -1159404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1159403.875000 Penalty: 2991.796875
	Iteration 43Q: 3 clusters Score -1159404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1159403.875000 Penalty: 2991.796875
	Iteration 44F: 3 clusters Score -1159404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (102020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102020 members 
Entering Unmasked Estep 
Score: -12772069.000000 Penalty: 1874.100098
	Iteration 0F: 2 clusters Score -1.277207e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51128 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -12707109.000000 Penalty: 3748.200195
	Iteration 0F: 3 clusters Score -1.270711e+07 nChanged 48839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -12736753.000000 Penalty: 3748.200195
	Iteration 1F: 3 clusters Score -1.273675e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55780 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -12739297.000000 Penalty: 3748.200195
	Iteration 2F: 3 clusters Score -1.27393e+07 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59061 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -12743606.000000 Penalty: 3748.200195
	Iteration 3F: 3 clusters Score -1.274361e+07 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63345 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -12750210.000000 Penalty: 3748.200195
	Iteration 4F: 3 clusters Score -1.275021e+07 nChanged 8590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67727 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -12757852.000000 Penalty: 3748.200195
	Iteration 5F: 3 clusters Score -1.275785e+07 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70508 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -12763020.000000 Penalty: 3748.200195
	Iteration 6F: 3 clusters Score -1.276302e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71695 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -12764784.000000 Penalty: 3748.200195
	Iteration 7Q: 3 clusters Score -1.276478e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72336 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -12765203.000000 Penalty: 3748.200195
	Iteration 8Q: 3 clusters Score -1.27652e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72855 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -12765407.000000 Penalty: 3748.200195
	Iteration 9Q: 3 clusters Score -1.276541e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73335 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -12765623.000000 Penalty: 3748.200195
	Iteration 10Q: 3 clusters Score -1.276562e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73782 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -12765779.000000 Penalty: 3748.200195
	Iteration 11Q: 3 clusters Score -1.276578e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74225 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -12765916.000000 Penalty: 3748.200195
	Iteration 12Q: 3 clusters Score -1.276592e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74669 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -12766096.000000 Penalty: 3748.200195
	Iteration 13Q: 3 clusters Score -1.27661e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75097 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -12766242.000000 Penalty: 3748.200195
	Iteration 14Q: 3 clusters Score -1.276624e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75520 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -12766349.000000 Penalty: 3748.200195
	Iteration 15Q: 3 clusters Score -1.276635e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75906 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -12766442.000000 Penalty: 3748.200195
	Iteration 16Q: 3 clusters Score -1.276644e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76282 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -12766496.000000 Penalty: 3748.200195
	Iteration 17Q: 3 clusters Score -1.27665e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76598 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -12766596.000000 Penalty: 3748.200195
	Iteration 18Q: 3 clusters Score -1.27666e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76925 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -12766660.000000 Penalty: 3748.200195
	Iteration 19Q: 3 clusters Score -1.276666e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77243 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -12766744.000000 Penalty: 3748.200195
	Iteration 20F: 3 clusters Score -1.276674e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77551 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -12766805.000000 Penalty: 3748.200195
	Iteration 21Q: 3 clusters Score -1.27668e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77842 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -12766889.000000 Penalty: 3748.200195
	Iteration 22Q: 3 clusters Score -1.276689e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78125 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -12766977.000000 Penalty: 3748.200195
	Iteration 23Q: 3 clusters Score -1.276698e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78438 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -12767066.000000 Penalty: 3748.200195
	Iteration 24Q: 3 clusters Score -1.276707e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78765 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -12767196.000000 Penalty: 3748.200195
	Iteration 25Q: 3 clusters Score -1.27672e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79100 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -12767275.000000 Penalty: 3748.200195
	Iteration 26Q: 3 clusters Score -1.276728e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79451 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -12767380.000000 Penalty: 3748.200195
	Iteration 27Q: 3 clusters Score -1.276738e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79852 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -12767465.000000 Penalty: 3748.200195
	Iteration 28Q: 3 clusters Score -1.276746e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80253 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -12767560.000000 Penalty: 3748.200195
	Iteration 29Q: 3 clusters Score -1.276756e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80698 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -12767671.000000 Penalty: 3748.200195
	Iteration 30Q: 3 clusters Score -1.276767e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81162 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -12767822.000000 Penalty: 3748.200195
	Iteration 31Q: 3 clusters Score -1.276782e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81655 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -12767947.000000 Penalty: 3748.200195
	Iteration 32Q: 3 clusters Score -1.276795e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82147 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -12768079.000000 Penalty: 3748.200195
	Iteration 33Q: 3 clusters Score -1.276808e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82662 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -12768223.000000 Penalty: 3748.200195
	Iteration 34Q: 3 clusters Score -1.276822e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83249 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -12768436.000000 Penalty: 3748.200195
	Iteration 35Q: 3 clusters Score -1.276844e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83836 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -12768652.000000 Penalty: 3748.200195
	Iteration 36Q: 3 clusters Score -1.276865e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84410 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -12768877.000000 Penalty: 3748.200195
	Iteration 37Q: 3 clusters Score -1.276888e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84997 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -12769086.000000 Penalty: 3748.200195
	Iteration 38Q: 3 clusters Score -1.276909e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85602 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -12769308.000000 Penalty: 3748.200195
	Iteration 39Q: 3 clusters Score -1.276931e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86177 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -12769490.000000 Penalty: 3748.200195
	Iteration 40F: 3 clusters Score -1.276949e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86737 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -12769684.000000 Penalty: 3748.200195
	Iteration 41Q: 3 clusters Score -1.276968e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87294 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -12769830.000000 Penalty: 3748.200195
	Iteration 42Q: 3 clusters Score -1.276983e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87869 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -12770044.000000 Penalty: 3748.200195
	Iteration 43Q: 3 clusters Score -1.277004e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88455 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -12770267.000000 Penalty: 3748.200195
	Iteration 44Q: 3 clusters Score -1.277027e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89072 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -12770536.000000 Penalty: 3748.200195
	Iteration 45Q: 3 clusters Score -1.277054e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89747 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -12770787.000000 Penalty: 3748.200195
	Iteration 46Q: 3 clusters Score -1.277079e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90412 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -12771204.000000 Penalty: 3748.200195
	Iteration 47Q: 3 clusters Score -1.27712e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91175 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -12771530.000000 Penalty: 3748.200195
	Iteration 48Q: 3 clusters Score -1.277153e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92001 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -12771780.000000 Penalty: 3748.200195
	Iteration 49Q: 3 clusters Score -1.277178e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92900 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -12772063.000000 Penalty: 3748.200195
	Iteration 50Q: 3 clusters Score -1.277206e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93857 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -12772222.000000 Penalty: 3748.200195
	Iteration 51Q: 3 clusters Score -1.277222e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94846 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -12772428.000000 Penalty: 3748.200195
	Iteration 52Q: 3 clusters Score -1.277243e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95759 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -12772505.000000 Penalty: 3748.200195
	Iteration 53Q: 3 clusters Score -1.27725e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96637 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -12772464.000000 Penalty: 3748.200195
	Iteration 54Q: 3 clusters Score -1.277246e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97441 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -12772412.000000 Penalty: 3748.200195
	Iteration 55Q: 3 clusters Score -1.277241e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98183 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -12772270.000000 Penalty: 3748.200195
	Iteration 56Q: 3 clusters Score -1.277227e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98825 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -12772099.000000 Penalty: 3748.200195
	Iteration 57Q: 3 clusters Score -1.27721e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99376 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -12771918.000000 Penalty: 3748.200195
	Iteration 58Q: 3 clusters Score -1.277192e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99785 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -12771818.000000 Penalty: 3748.200195
	Iteration 59Q: 3 clusters Score -1.277182e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100102 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -12771735.000000 Penalty: 3748.200195
	Iteration 60F: 3 clusters Score -1.277174e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100383 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -12771657.000000 Penalty: 3748.200195
	Iteration 61Q: 3 clusters Score -1.277166e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100609 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -12771595.000000 Penalty: 3748.200195
	Iteration 62Q: 3 clusters Score -1.27716e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100786 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -12771474.000000 Penalty: 3748.200195
	Iteration 63Q: 3 clusters Score -1.277147e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100909 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -12771414.000000 Penalty: 3748.200195
	Iteration 64Q: 3 clusters Score -1.277141e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101002 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -12771366.000000 Penalty: 3748.200195
	Iteration 65Q: 3 clusters Score -1.277137e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101079 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -12771305.000000 Penalty: 3748.200195
	Iteration 66Q: 3 clusters Score -1.27713e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101146 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -12771293.000000 Penalty: 3748.200195
	Iteration 67Q: 3 clusters Score -1.277129e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101202 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -12771279.000000 Penalty: 3748.200195
	Iteration 68Q: 3 clusters Score -1.277128e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101247 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -12771292.000000 Penalty: 3748.200195
	Iteration 69Q: 3 clusters Score -1.277129e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101279 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -12771268.000000 Penalty: 3748.200195
	Iteration 70Q: 3 clusters Score -1.277127e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101306 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -12771264.000000 Penalty: 3748.200195
	Iteration 71Q: 3 clusters Score -1.277126e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101331 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -12771245.000000 Penalty: 3748.200195
	Iteration 72Q: 3 clusters Score -1.277124e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101352 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -12771245.000000 Penalty: 3748.200195
	Iteration 73Q: 3 clusters Score -1.277124e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101371 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -12771226.000000 Penalty: 3748.200195
	Iteration 74Q: 3 clusters Score -1.277123e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101380 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -12771232.000000 Penalty: 3748.200195
	Iteration 75Q: 3 clusters Score -1.277123e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101387 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -12771218.000000 Penalty: 3748.200195
	Iteration 76Q: 3 clusters Score -1.277122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101389 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -12771213.000000 Penalty: 3748.200195
	Iteration 77Q: 3 clusters Score -1.277121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101391 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -12771221.000000 Penalty: 3748.200195
	Iteration 78Q: 3 clusters Score -1.277122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101394 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -12771222.000000 Penalty: 3748.200195
	Iteration 79Q: 3 clusters Score -1.277122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101397 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -12771217.000000 Penalty: 3748.200195
	Iteration 80F: 3 clusters Score -1.277122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101401 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -12771220.000000 Penalty: 3748.200195
	Iteration 81Q: 3 clusters Score -1.277122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101403 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -12771209.000000 Penalty: 3748.200195
	Iteration 82Q: 3 clusters Score -1.277121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101405 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -12771203.000000 Penalty: 3748.200195
	Iteration 83Q: 3 clusters Score -1.27712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101405 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -12771203.000000 Penalty: 3748.200195
	Iteration 84F: 3 clusters Score -1.27712e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -83848.070312 Penalty: 1067.312622
	Iteration 0F: 2 clusters Score -83848.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -82587.960938 Penalty: 2134.625244
	Iteration 0F: 3 clusters Score -82587.96 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -82800.320312 Penalty: 2134.625244
	Iteration 1F: 3 clusters Score -82800.32 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -82840.796875 Penalty: 2134.625244
	Iteration 2F: 3 clusters Score -82840.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -82855.179688 Penalty: 2134.625244
	Iteration 3Q: 3 clusters Score -82855.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -82866.375000 Penalty: 2134.625244
	Iteration 4Q: 3 clusters Score -82866.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -82869.375000 Penalty: 2134.625244
	Iteration 5Q: 3 clusters Score -82869.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -82870.375000 Penalty: 2134.625244
	Iteration 6Q: 3 clusters Score -82870.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -82871.226562 Penalty: 2134.625244
	Iteration 7Q: 3 clusters Score -82871.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -82871.226562 Penalty: 2134.625244
	Iteration 8F: 3 clusters Score -82871.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Entering Unmasked Estep 
Score: -849319.125000 Penalty: 1433.195557
	Iteration 0F: 2 clusters Score -849319.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -844283.187500 Penalty: 2866.391113
	Iteration 0F: 3 clusters Score -844283.2 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -845842.937500 Penalty: 2866.391113
	Iteration 1F: 3 clusters Score -845842.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -846120.500000 Penalty: 2866.391113
	Iteration 2F: 3 clusters Score -846120.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -846375.562500 Penalty: 2866.391113
	Iteration 3F: 3 clusters Score -846375.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -846621.062500 Penalty: 2866.391113
	Iteration 4F: 3 clusters Score -846621.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -846848.812500 Penalty: 2866.391113
	Iteration 5F: 3 clusters Score -846848.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -847036.500000 Penalty: 2866.391113
	Iteration 6Q: 3 clusters Score -847036.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -847207.250000 Penalty: 2866.391113
	Iteration 7Q: 3 clusters Score -847207.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -847369.625000 Penalty: 2866.391113
	Iteration 8Q: 3 clusters Score -847369.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -847487.375000 Penalty: 2866.391113
	Iteration 9Q: 3 clusters Score -847487.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -847580.375000 Penalty: 2866.391113
	Iteration 10Q: 3 clusters Score -847580.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -847631.562500 Penalty: 2866.391113
	Iteration 11Q: 3 clusters Score -847631.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -847664.937500 Penalty: 2866.391113
	Iteration 12Q: 3 clusters Score -847664.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -847693.625000 Penalty: 2866.391113
	Iteration 13Q: 3 clusters Score -847693.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -847718.750000 Penalty: 2866.391113
	Iteration 14Q: 3 clusters Score -847718.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -847741.437500 Penalty: 2866.391113
	Iteration 15Q: 3 clusters Score -847741.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -847767.937500 Penalty: 2866.391113
	Iteration 16Q: 3 clusters Score -847767.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -847784.875000 Penalty: 2866.391113
	Iteration 17Q: 3 clusters Score -847784.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -847807.312500 Penalty: 2866.391113
	Iteration 18Q: 3 clusters Score -847807.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -847826.125000 Penalty: 2866.391113
	Iteration 19Q: 3 clusters Score -847826.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -847840.062500 Penalty: 2866.391113
	Iteration 20F: 3 clusters Score -847840.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -847850.437500 Penalty: 2866.391113
	Iteration 21Q: 3 clusters Score -847850.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -847864.062500 Penalty: 2866.391113
	Iteration 22Q: 3 clusters Score -847864.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -847876.250000 Penalty: 2866.391113
	Iteration 23Q: 3 clusters Score -847876.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -847894.937500 Penalty: 2866.391113
	Iteration 24Q: 3 clusters Score -847894.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -847915.750000 Penalty: 2866.391113
	Iteration 25Q: 3 clusters Score -847915.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -847936.312500 Penalty: 2866.391113
	Iteration 26Q: 3 clusters Score -847936.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -847959.375000 Penalty: 2866.391113
	Iteration 27Q: 3 clusters Score -847959.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -847983.375000 Penalty: 2866.391113
	Iteration 28Q: 3 clusters Score -847983.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -847998.437500 Penalty: 2866.391113
	Iteration 29Q: 3 clusters Score -847998.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -848018.187500 Penalty: 2866.391113
	Iteration 30Q: 3 clusters Score -848018.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -848029.375000 Penalty: 2866.391113
	Iteration 31Q: 3 clusters Score -848029.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -848040.625000 Penalty: 2866.391113
	Iteration 32Q: 3 clusters Score -848040.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -848049.062500 Penalty: 2866.391113
	Iteration 33Q: 3 clusters Score -848049.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -848059.375000 Penalty: 2866.391113
	Iteration 34Q: 3 clusters Score -848059.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -848071.687500 Penalty: 2866.391113
	Iteration 35Q: 3 clusters Score -848071.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -848082.312500 Penalty: 2866.391113
	Iteration 36Q: 3 clusters Score -848082.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -848090.500000 Penalty: 2866.391113
	Iteration 37Q: 3 clusters Score -848090.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -848102.500000 Penalty: 2866.391113
	Iteration 38Q: 3 clusters Score -848102.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -848110.937500 Penalty: 2866.391113
	Iteration 39Q: 3 clusters Score -848110.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -848119.125000 Penalty: 2866.391113
	Iteration 40F: 3 clusters Score -848119.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -848129.375000 Penalty: 2866.391113
	Iteration 41Q: 3 clusters Score -848129.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -848136.625000 Penalty: 2866.391113
	Iteration 42Q: 3 clusters Score -848136.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -848144.250000 Penalty: 2866.391113
	Iteration 43Q: 3 clusters Score -848144.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -848152.187500 Penalty: 2866.391113
	Iteration 44Q: 3 clusters Score -848152.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -848153.125000 Penalty: 2866.391113
	Iteration 45Q: 3 clusters Score -848153.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -848155.500000 Penalty: 2866.391113
	Iteration 46Q: 3 clusters Score -848155.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -848160.125000 Penalty: 2866.391113
	Iteration 47Q: 3 clusters Score -848160.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -848161.687500 Penalty: 2866.391113
	Iteration 48Q: 3 clusters Score -848161.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -848164.562500 Penalty: 2866.391113
	Iteration 49Q: 3 clusters Score -848164.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -848167.000000 Penalty: 2866.391113
	Iteration 50Q: 3 clusters Score -848167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -848171.187500 Penalty: 2866.391113
	Iteration 51Q: 3 clusters Score -848171.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -848174.062500 Penalty: 2866.391113
	Iteration 52Q: 3 clusters Score -848174.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -848174.062500 Penalty: 2866.391113
	Iteration 53Q: 3 clusters Score -848174.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -848175.625000 Penalty: 2866.391113
	Iteration 54Q: 3 clusters Score -848175.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -848175.875000 Penalty: 2866.391113
	Iteration 55Q: 3 clusters Score -848175.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -848176.875000 Penalty: 2866.391113
	Iteration 56Q: 3 clusters Score -848176.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -848177.312500 Penalty: 2866.391113
	Iteration 57Q: 3 clusters Score -848177.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -848177.312500 Penalty: 2866.391113
	Iteration 58F: 3 clusters Score -848177.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Entering Unmasked Estep 
Score: -392656.062500 Penalty: 1318.090820
	Iteration 0F: 2 clusters Score -392656.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -389753.031250 Penalty: 2636.181641
	Iteration 0F: 3 clusters Score -389753 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -390453.281250 Penalty: 2636.181641
	Iteration 1F: 3 clusters Score -390453.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -390658.218750 Penalty: 2636.181641
	Iteration 2F: 3 clusters Score -390658.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -390814.343750 Penalty: 2636.181641
	Iteration 3F: 3 clusters Score -390814.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -390962.750000 Penalty: 2636.181641
	Iteration 4F: 3 clusters Score -390962.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -391111.812500 Penalty: 2636.181641
	Iteration 5F: 3 clusters Score -391111.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -391282.593750 Penalty: 2636.181641
	Iteration 6F: 3 clusters Score -391282.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -391507.406250 Penalty: 2636.181641
	Iteration 7F: 3 clusters Score -391507.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -391724.062500 Penalty: 2636.181641
	Iteration 8F: 3 clusters Score -391724.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -391877.906250 Penalty: 2636.181641
	Iteration 9Q: 3 clusters Score -391877.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -392013.031250 Penalty: 2636.181641
	Iteration 10Q: 3 clusters Score -392013 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -392105.250000 Penalty: 2636.181641
	Iteration 11Q: 3 clusters Score -392105.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -392151.531250 Penalty: 2636.181641
	Iteration 12Q: 3 clusters Score -392151.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -392172.812500 Penalty: 2636.181641
	Iteration 13Q: 3 clusters Score -392172.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -392192.125000 Penalty: 2636.181641
	Iteration 14Q: 3 clusters Score -392192.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -392208.531250 Penalty: 2636.181641
	Iteration 15Q: 3 clusters Score -392208.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -392218.968750 Penalty: 2636.181641
	Iteration 16Q: 3 clusters Score -392219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -392229.218750 Penalty: 2636.181641
	Iteration 17Q: 3 clusters Score -392229.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -392232.500000 Penalty: 2636.181641
	Iteration 18Q: 3 clusters Score -392232.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -392234.625000 Penalty: 2636.181641
	Iteration 19Q: 3 clusters Score -392234.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -392238.375000 Penalty: 2636.181641
	Iteration 20F: 3 clusters Score -392238.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -392238.750000 Penalty: 2636.181641
	Iteration 21Q: 3 clusters Score -392238.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -392238.750000 Penalty: 2636.181641
	Iteration 22F: 3 clusters Score -392238.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Entering Unmasked Estep 
Score: -421041.218750 Penalty: 1325.292969
	Iteration 0F: 2 clusters Score -421041.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -418086.531250 Penalty: 2650.585938
	Iteration 0F: 3 clusters Score -418086.5 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -418888.218750 Penalty: 2650.585938
	Iteration 1F: 3 clusters Score -418888.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -419035.843750 Penalty: 2650.585938
	Iteration 2F: 3 clusters Score -419035.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -419166.250000 Penalty: 2650.585938
	Iteration 3F: 3 clusters Score -419166.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -419277.250000 Penalty: 2650.585938
	Iteration 4Q: 3 clusters Score -419277.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -419381.218750 Penalty: 2650.585938
	Iteration 5Q: 3 clusters Score -419381.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -419492.218750 Penalty: 2650.585938
	Iteration 6Q: 3 clusters Score -419492.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -419594.937500 Penalty: 2650.585938
	Iteration 7Q: 3 clusters Score -419594.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -419676.281250 Penalty: 2650.585938
	Iteration 8Q: 3 clusters Score -419676.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -419737.562500 Penalty: 2650.585938
	Iteration 9Q: 3 clusters Score -419737.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -419781.093750 Penalty: 2650.585938
	Iteration 10Q: 3 clusters Score -419781.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -419819.312500 Penalty: 2650.585938
	Iteration 11Q: 3 clusters Score -419819.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -419846.250000 Penalty: 2650.585938
	Iteration 12Q: 3 clusters Score -419846.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -419876.500000 Penalty: 2650.585938
	Iteration 13Q: 3 clusters Score -419876.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -419902.156250 Penalty: 2650.585938
	Iteration 14Q: 3 clusters Score -419902.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -419919.437500 Penalty: 2650.585938
	Iteration 15Q: 3 clusters Score -419919.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -419935.406250 Penalty: 2650.585938
	Iteration 16Q: 3 clusters Score -419935.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -419943.625000 Penalty: 2650.585938
	Iteration 17Q: 3 clusters Score -419943.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -419949.281250 Penalty: 2650.585938
	Iteration 18Q: 3 clusters Score -419949.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -419950.218750 Penalty: 2650.585938
	Iteration 19Q: 3 clusters Score -419950.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -419953.656250 Penalty: 2650.585938
	Iteration 20F: 3 clusters Score -419953.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -419956.187500 Penalty: 2650.585938
	Iteration 21Q: 3 clusters Score -419956.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -419959.125000 Penalty: 2650.585938
	Iteration 22Q: 3 clusters Score -419959.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -419961.187500 Penalty: 2650.585938
	Iteration 23Q: 3 clusters Score -419961.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -419962.062500 Penalty: 2650.585938
	Iteration 24Q: 3 clusters Score -419962.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -419963.656250 Penalty: 2650.585938
	Iteration 25Q: 3 clusters Score -419963.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -419963.750000 Penalty: 2650.585938
	Iteration 26Q: 3 clusters Score -419963.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -419963.750000 Penalty: 2650.585938
	Iteration 27F: 3 clusters Score -419963.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Entering Unmasked Estep 
Score: -227937.578125 Penalty: 1227.238647
	Iteration 0F: 2 clusters Score -227937.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -225910.109375 Penalty: 2454.477295
	Iteration 0F: 3 clusters Score -225910.1 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -226394.812500 Penalty: 2454.477295
	Iteration 1F: 3 clusters Score -226394.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -226685.375000 Penalty: 2454.477295
	Iteration 2F: 3 clusters Score -226685.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -227038.453125 Penalty: 2454.477295
	Iteration 3F: 3 clusters Score -227038.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -227357.453125 Penalty: 2454.477295
	Iteration 4F: 3 clusters Score -227357.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -227576.812500 Penalty: 2454.477295
	Iteration 5F: 3 clusters Score -227576.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -227691.093750 Penalty: 2454.477295
	Iteration 6F: 3 clusters Score -227691.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -227778.531250 Penalty: 2454.477295
	Iteration 7Q: 3 clusters Score -227778.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -227852.093750 Penalty: 2454.477295
	Iteration 8Q: 3 clusters Score -227852.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -227902.515625 Penalty: 2454.477295
	Iteration 9Q: 3 clusters Score -227902.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -227944.359375 Penalty: 2454.477295
	Iteration 10Q: 3 clusters Score -227944.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -227982.093750 Penalty: 2454.477295
	Iteration 11Q: 3 clusters Score -227982.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -228005.296875 Penalty: 2454.477295
	Iteration 12Q: 3 clusters Score -228005.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -228020.078125 Penalty: 2454.477295
	Iteration 13Q: 3 clusters Score -228020.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -228043.937500 Penalty: 2454.477295
	Iteration 14Q: 3 clusters Score -228043.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -228056.421875 Penalty: 2454.477295
	Iteration 15Q: 3 clusters Score -228056.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -228061.671875 Penalty: 2454.477295
	Iteration 16Q: 3 clusters Score -228061.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -228065.328125 Penalty: 2454.477295
	Iteration 17Q: 3 clusters Score -228065.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -228067.937500 Penalty: 2454.477295
	Iteration 18Q: 3 clusters Score -228067.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -228069.125000 Penalty: 2454.477295
	Iteration 19Q: 3 clusters Score -228069.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -228069.265625 Penalty: 2454.477295
	Iteration 20F: 3 clusters Score -228069.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -228069.921875 Penalty: 2454.477295
	Iteration 21Q: 3 clusters Score -228069.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -228070.531250 Penalty: 2454.477295
	Iteration 22Q: 3 clusters Score -228070.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -228070.531250 Penalty: 2454.477295
	Iteration 23F: 3 clusters Score -228070.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 120350 members 
Mstep: Class 3 contains 6570 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9433 members 
Mstep: Class 6 contains 42885 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 6964 members 
Mstep: Class 9 contains 81802 members 
Mstep: Class 10 contains 80527 members 
Mstep: Class 11 contains 101211 members 
Mstep: Class 12 contains 51974 members 
Mstep: Class 13 contains 5027 members 
Mstep: Class 14 contains 98914 members 
Mstep: Class 15 contains 3038 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5436 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 23175 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1644 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9952 members 
Mstep: Class 25 contains 102020 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6766 members 
Mstep: Class 28 contains 3332 members 
Mstep: Class 29 contains 3483 members 
Mstep: Class 30 contains 784 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 322 members 
Mstep: Class 33 contains 13898 members 
Mstep: Class 34 contains 10180 members 
Mstep: Class 35 contains 9756 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 94661 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7735 members 
Mstep: Class 41 contains 1686 members 
Mstep: Class 42 contains 1121 members 
Entering Unmasked Estep 
Score: -111778456.000000 Penalty: 93710.203125
Splitting cluster 30 changes total score from -111779360.000000 to -111778456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Entering Unmasked Estep 
Score: -83861.281250 Penalty: 1094.177734
	Iteration 0F: 2 clusters Score -83861.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -82582.546875 Penalty: 2188.355469
	Iteration 0F: 3 clusters Score -82582.55 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -82917.109375 Penalty: 2188.355469
	Iteration 1F: 3 clusters Score -82917.11 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -83078.773438 Penalty: 2188.355469
	Iteration 2F: 3 clusters Score -83078.77 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -83246.046875 Penalty: 2188.355469
	Iteration 3F: 3 clusters Score -83246.05 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -83352.726562 Penalty: 2188.355469
	Iteration 4Q: 3 clusters Score -83352.73 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -83445.476562 Penalty: 2188.355469
	Iteration 5Q: 3 clusters Score -83445.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -83493.664062 Penalty: 2188.355469
	Iteration 6Q: 3 clusters Score -83493.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -83519.812500 Penalty: 2188.355469
	Iteration 7Q: 3 clusters Score -83519.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -83533.898438 Penalty: 2188.355469
	Iteration 8Q: 3 clusters Score -83533.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -83549.109375 Penalty: 2188.355469
	Iteration 9Q: 3 clusters Score -83549.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -83558.703125 Penalty: 2188.355469
	Iteration 10Q: 3 clusters Score -83558.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -83564.882812 Penalty: 2188.355469
	Iteration 11Q: 3 clusters Score -83564.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -83566.351562 Penalty: 2188.355469
	Iteration 12Q: 3 clusters Score -83566.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -83576.812500 Penalty: 2188.355469
	Iteration 13Q: 3 clusters Score -83576.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -83598.750000 Penalty: 2188.355469
	Iteration 14Q: 3 clusters Score -83598.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -83604.828125 Penalty: 2188.355469
	Iteration 15Q: 3 clusters Score -83604.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -83609.054688 Penalty: 2188.355469
	Iteration 16Q: 3 clusters Score -83609.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -83612.851562 Penalty: 2188.355469
	Iteration 17Q: 3 clusters Score -83612.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -83614.984375 Penalty: 2188.355469
	Iteration 18Q: 3 clusters Score -83614.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -83618.031250 Penalty: 2188.355469
	Iteration 19Q: 3 clusters Score -83618.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -83618.031250 Penalty: 2188.355469
	Iteration 20F: 3 clusters Score -83618.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -10519.958008 Penalty: 938.364624
	Iteration 0F: 2 clusters Score -10519.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -9788.800781 Penalty: 1876.729248
	Iteration 0F: 3 clusters Score -9788.801 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10268.074219 Penalty: 1876.729248
	Iteration 1F: 3 clusters Score -10268.07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10597.310547 Penalty: 1876.729248
	Iteration 2F: 3 clusters Score -10597.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10792.115234 Penalty: 1876.729248
	Iteration 3Q: 3 clusters Score -10792.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10896.080078 Penalty: 1876.729248
	Iteration 4Q: 3 clusters Score -10896.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10955.727539 Penalty: 1876.729248
	Iteration 5Q: 3 clusters Score -10955.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11086.393555 Penalty: 1876.729248
	Iteration 6Q: 3 clusters Score -11086.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11158.227539 Penalty: 1876.729248
	Iteration 7Q: 3 clusters Score -11158.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11207.373047 Penalty: 1876.729248
	Iteration 8Q: 3 clusters Score -11207.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11238.853516 Penalty: 1876.729248
	Iteration 9Q: 3 clusters Score -11238.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11281.438477 Penalty: 1876.729248
	Iteration 10Q: 3 clusters Score -11281.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11287.711914 Penalty: 1876.729248
	Iteration 11Q: 3 clusters Score -11287.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11301.513672 Penalty: 1876.729248
	Iteration 12Q: 3 clusters Score -11301.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11311.216797 Penalty: 1876.729248
	Iteration 13Q: 3 clusters Score -11311.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11315.046875 Penalty: 1876.729248
	Iteration 14Q: 3 clusters Score -11315.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11316.366211 Penalty: 1876.729248
	Iteration 15F: 3 clusters Score -11316.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11326.379883 Penalty: 1876.729248
	Iteration 16Q: 3 clusters Score -11326.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11326.379883 Penalty: 1876.729248
	Iteration 17F: 3 clusters Score -11326.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 120350 members 
Mstep: Class 3 contains 6570 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9433 members 
Mstep: Class 6 contains 42885 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 6964 members 
Mstep: Class 9 contains 81802 members 
Mstep: Class 10 contains 80527 members 
Mstep: Class 11 contains 101211 members 
Mstep: Class 12 contains 51974 members 
Mstep: Class 13 contains 5027 members 
Mstep: Class 14 contains 98914 members 
Mstep: Class 15 contains 3038 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5436 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 23175 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1644 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9952 members 
Mstep: Class 25 contains 102020 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6766 members 
Mstep: Class 28 contains 3332 members 
Mstep: Class 29 contains 3483 members 
Mstep: Class 30 contains 1905 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 185 members 
Mstep: Class 33 contains 13898 members 
Mstep: Class 34 contains 10180 members 
Mstep: Class 35 contains 9756 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 94661 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7735 members 
Mstep: Class 41 contains 1686 members 
Mstep: Class 42 contains 137 members 
Entering Unmasked Estep 
Score: -111778832.000000 Penalty: 93710.203125
Splitting cluster 32 changes total score from -111779360.000000 to -111778832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (13898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Entering Unmasked Estep 
Score: -1736700.500000 Penalty: 1550.168823
	Iteration 0F: 2 clusters Score -1736700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1727041.375000 Penalty: 3100.337646
	Iteration 0F: 3 clusters Score -1727041 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1730478.625000 Penalty: 3100.337646
	Iteration 1F: 3 clusters Score -1730479 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1730881.375000 Penalty: 3100.337646
	Iteration 2F: 3 clusters Score -1730881 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1731317.750000 Penalty: 3100.337646
	Iteration 3F: 3 clusters Score -1731318 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1731796.625000 Penalty: 3100.337646
	Iteration 4F: 3 clusters Score -1731797 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1732319.375000 Penalty: 3100.337646
	Iteration 5F: 3 clusters Score -1732319 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1732896.000000 Penalty: 3100.337646
	Iteration 6F: 3 clusters Score -1732896 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1733441.125000 Penalty: 3100.337646
	Iteration 7F: 3 clusters Score -1733441 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1733878.875000 Penalty: 3100.337646
	Iteration 8F: 3 clusters Score -1733879 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1734205.250000 Penalty: 3100.337646
	Iteration 9Q: 3 clusters Score -1734205 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1734404.125000 Penalty: 3100.337646
	Iteration 10Q: 3 clusters Score -1734404 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1734521.750000 Penalty: 3100.337646
	Iteration 11Q: 3 clusters Score -1734522 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1734630.375000 Penalty: 3100.337646
	Iteration 12Q: 3 clusters Score -1734630 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1734710.875000 Penalty: 3100.337646
	Iteration 13Q: 3 clusters Score -1734711 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1734774.875000 Penalty: 3100.337646
	Iteration 14Q: 3 clusters Score -1734775 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1734809.375000 Penalty: 3100.337646
	Iteration 15Q: 3 clusters Score -1734809 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1734827.750000 Penalty: 3100.337646
	Iteration 16Q: 3 clusters Score -1734828 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1734836.750000 Penalty: 3100.337646
	Iteration 17Q: 3 clusters Score -1734837 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1734841.750000 Penalty: 3100.337646
	Iteration 18Q: 3 clusters Score -1734842 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1734848.875000 Penalty: 3100.337646
	Iteration 19Q: 3 clusters Score -1734849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1734860.250000 Penalty: 3100.337646
	Iteration 20F: 3 clusters Score -1734860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1734859.125000 Penalty: 3100.337646
	Iteration 21Q: 3 clusters Score -1734859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1734858.125000 Penalty: 3100.337646
	Iteration 22Q: 3 clusters Score -1734858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1734859.250000 Penalty: 3100.337646
	Iteration 23Q: 3 clusters Score -1734859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1734862.750000 Penalty: 3100.337646
	Iteration 24Q: 3 clusters Score -1734863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1734865.875000 Penalty: 3100.337646
	Iteration 25Q: 3 clusters Score -1734866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1734866.000000 Penalty: 3100.337646
	Iteration 26Q: 3 clusters Score -1734866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1734866.000000 Penalty: 3100.337646
	Iteration 27Q: 3 clusters Score -1734866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1734863.125000 Penalty: 3100.337646
	Iteration 28Q: 3 clusters Score -1734863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1734861.875000 Penalty: 3100.337646
	Iteration 29Q: 3 clusters Score -1734862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1734859.750000 Penalty: 3100.337646
	Iteration 30Q: 3 clusters Score -1734860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1734863.750000 Penalty: 3100.337646
	Iteration 31Q: 3 clusters Score -1734864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1734865.375000 Penalty: 3100.337646
	Iteration 32Q: 3 clusters Score -1734865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1734867.250000 Penalty: 3100.337646
	Iteration 33Q: 3 clusters Score -1734867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1734868.000000 Penalty: 3100.337646
	Iteration 34Q: 3 clusters Score -1734868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1734868.125000 Penalty: 3100.337646
	Iteration 35Q: 3 clusters Score -1734868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1734866.125000 Penalty: 3100.337646
	Iteration 36Q: 3 clusters Score -1734866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1734865.750000 Penalty: 3100.337646
	Iteration 37Q: 3 clusters Score -1734866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1734865.750000 Penalty: 3100.337646
	Iteration 38F: 3 clusters Score -1734866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Entering Unmasked Estep 
Score: -1281454.750000 Penalty: 1499.579224
	Iteration 0F: 2 clusters Score -1281455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1274157.500000 Penalty: 2999.158447
	Iteration 0F: 3 clusters Score -1274158 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1276617.625000 Penalty: 2999.158447
	Iteration 1F: 3 clusters Score -1276618 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1276932.125000 Penalty: 2999.158447
	Iteration 2F: 3 clusters Score -1276932 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1277269.375000 Penalty: 2999.158447
	Iteration 3F: 3 clusters Score -1277269 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1277683.000000 Penalty: 2999.158447
	Iteration 4F: 3 clusters Score -1277683 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1278191.875000 Penalty: 2999.158447
	Iteration 5F: 3 clusters Score -1278192 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1278759.375000 Penalty: 2999.158447
	Iteration 6F: 3 clusters Score -1278759 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1279282.375000 Penalty: 2999.158447
	Iteration 7F: 3 clusters Score -1279282 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1279661.625000 Penalty: 2999.158447
	Iteration 8Q: 3 clusters Score -1279662 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1279911.125000 Penalty: 2999.158447
	Iteration 9Q: 3 clusters Score -1279911 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1280076.625000 Penalty: 2999.158447
	Iteration 10Q: 3 clusters Score -1280077 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1280180.375000 Penalty: 2999.158447
	Iteration 11Q: 3 clusters Score -1280180 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1280239.500000 Penalty: 2999.158447
	Iteration 12Q: 3 clusters Score -1280240 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1280282.500000 Penalty: 2999.158447
	Iteration 13Q: 3 clusters Score -1280282 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1280312.875000 Penalty: 2999.158447
	Iteration 14Q: 3 clusters Score -1280313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1280326.125000 Penalty: 2999.158447
	Iteration 15Q: 3 clusters Score -1280326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1280342.875000 Penalty: 2999.158447
	Iteration 16Q: 3 clusters Score -1280343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1280352.625000 Penalty: 2999.158447
	Iteration 17Q: 3 clusters Score -1280353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1280371.750000 Penalty: 2999.158447
	Iteration 18Q: 3 clusters Score -1280372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1280380.125000 Penalty: 2999.158447
	Iteration 19Q: 3 clusters Score -1280380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1280393.500000 Penalty: 2999.158447
	Iteration 20F: 3 clusters Score -1280394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1280406.375000 Penalty: 2999.158447
	Iteration 21Q: 3 clusters Score -1280406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1280419.000000 Penalty: 2999.158447
	Iteration 22Q: 3 clusters Score -1280419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1280433.375000 Penalty: 2999.158447
	Iteration 23Q: 3 clusters Score -1280433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1280448.625000 Penalty: 2999.158447
	Iteration 24Q: 3 clusters Score -1280449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1280456.125000 Penalty: 2999.158447
	Iteration 25Q: 3 clusters Score -1280456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1280455.750000 Penalty: 2999.158447
	Iteration 26Q: 3 clusters Score -1280456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1280459.875000 Penalty: 2999.158447
	Iteration 27Q: 3 clusters Score -1280460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1280462.500000 Penalty: 2999.158447
	Iteration 28Q: 3 clusters Score -1280462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1280470.375000 Penalty: 2999.158447
	Iteration 29Q: 3 clusters Score -1280470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1280481.125000 Penalty: 2999.158447
	Iteration 30Q: 3 clusters Score -1280481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1280497.750000 Penalty: 2999.158447
	Iteration 31Q: 3 clusters Score -1280498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1280514.625000 Penalty: 2999.158447
	Iteration 32Q: 3 clusters Score -1280515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1280519.125000 Penalty: 2999.158447
	Iteration 33Q: 3 clusters Score -1280519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1280524.875000 Penalty: 2999.158447
	Iteration 34Q: 3 clusters Score -1280525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1280527.875000 Penalty: 2999.158447
	Iteration 35Q: 3 clusters Score -1280528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1280533.375000 Penalty: 2999.158447
	Iteration 36Q: 3 clusters Score -1280533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1280535.125000 Penalty: 2999.158447
	Iteration 37Q: 3 clusters Score -1280535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1280535.875000 Penalty: 2999.158447
	Iteration 38Q: 3 clusters Score -1280536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1280535.875000 Penalty: 2999.158447
	Iteration 39F: 3 clusters Score -1280536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Entering Unmasked Estep 
Score: -1208489.750000 Penalty: 1492.666138
	Iteration 0F: 2 clusters Score -1208490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1201490.625000 Penalty: 2985.332275
	Iteration 0F: 3 clusters Score -1201491 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1203771.625000 Penalty: 2985.332275
	Iteration 1F: 3 clusters Score -1203772 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1204058.750000 Penalty: 2985.332275
	Iteration 2F: 3 clusters Score -1204059 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1204331.500000 Penalty: 2985.332275
	Iteration 3F: 3 clusters Score -1204332 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1204607.125000 Penalty: 2985.332275
	Iteration 4F: 3 clusters Score -1204607 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1204874.375000 Penalty: 2985.332275
	Iteration 5F: 3 clusters Score -1204874 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1205149.750000 Penalty: 2985.332275
	Iteration 6Q: 3 clusters Score -1205150 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1205439.250000 Penalty: 2985.332275
	Iteration 7Q: 3 clusters Score -1205439 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1205744.750000 Penalty: 2985.332275
	Iteration 8F: 3 clusters Score -1205745 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1206056.500000 Penalty: 2985.332275
	Iteration 9F: 3 clusters Score -1206056 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1206312.875000 Penalty: 2985.332275
	Iteration 10Q: 3 clusters Score -1206313 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1206547.000000 Penalty: 2985.332275
	Iteration 11Q: 3 clusters Score -1206547 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1206713.500000 Penalty: 2985.332275
	Iteration 12Q: 3 clusters Score -1206714 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1206855.000000 Penalty: 2985.332275
	Iteration 13Q: 3 clusters Score -1206855 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1206959.875000 Penalty: 2985.332275
	Iteration 14Q: 3 clusters Score -1206960 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1207025.750000 Penalty: 2985.332275
	Iteration 15Q: 3 clusters Score -1207026 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1207061.625000 Penalty: 2985.332275
	Iteration 16Q: 3 clusters Score -1207062 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1207093.125000 Penalty: 2985.332275
	Iteration 17Q: 3 clusters Score -1207093 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1207122.500000 Penalty: 2985.332275
	Iteration 18Q: 3 clusters Score -1207122 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1207147.375000 Penalty: 2985.332275
	Iteration 19Q: 3 clusters Score -1207147 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1207174.000000 Penalty: 2985.332275
	Iteration 20F: 3 clusters Score -1207174 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1207196.125000 Penalty: 2985.332275
	Iteration 21Q: 3 clusters Score -1207196 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1207209.500000 Penalty: 2985.332275
	Iteration 22Q: 3 clusters Score -1207210 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1207226.750000 Penalty: 2985.332275
	Iteration 23Q: 3 clusters Score -1207227 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1207238.875000 Penalty: 2985.332275
	Iteration 24Q: 3 clusters Score -1207239 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1207248.875000 Penalty: 2985.332275
	Iteration 25Q: 3 clusters Score -1207249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1207251.125000 Penalty: 2985.332275
	Iteration 26Q: 3 clusters Score -1207251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1207256.500000 Penalty: 2985.332275
	Iteration 27Q: 3 clusters Score -1207256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1207260.625000 Penalty: 2985.332275
	Iteration 28Q: 3 clusters Score -1207261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1207265.125000 Penalty: 2985.332275
	Iteration 29Q: 3 clusters Score -1207265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1207265.375000 Penalty: 2985.332275
	Iteration 30Q: 3 clusters Score -1207265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1207268.000000 Penalty: 2985.332275
	Iteration 31Q: 3 clusters Score -1207268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1207271.500000 Penalty: 2985.332275
	Iteration 32Q: 3 clusters Score -1207272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1207277.375000 Penalty: 2985.332275
	Iteration 33Q: 3 clusters Score -1207277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1207284.000000 Penalty: 2985.332275
	Iteration 34Q: 3 clusters Score -1207284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1207286.000000 Penalty: 2985.332275
	Iteration 35Q: 3 clusters Score -1207286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1207291.000000 Penalty: 2985.332275
	Iteration 36Q: 3 clusters Score -1207291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1207298.125000 Penalty: 2985.332275
	Iteration 37Q: 3 clusters Score -1207298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1207300.875000 Penalty: 2985.332275
	Iteration 38Q: 3 clusters Score -1207301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1207298.875000 Penalty: 2985.332275
	Iteration 39Q: 3 clusters Score -1207299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1207299.875000 Penalty: 2985.332275
	Iteration 40F: 3 clusters Score -1207300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1207300.750000 Penalty: 2985.332275
	Iteration 41Q: 3 clusters Score -1207301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1207299.500000 Penalty: 2985.332275
	Iteration 42Q: 3 clusters Score -1207300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1207301.500000 Penalty: 2985.332275
	Iteration 43Q: 3 clusters Score -1207302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1207302.250000 Penalty: 2985.332275
	Iteration 44Q: 3 clusters Score -1207302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1207302.250000 Penalty: 2985.332275
	Iteration 45F: 3 clusters Score -1207302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Entering Unmasked Estep 
Score: -49650.480469 Penalty: 986.119141
	Iteration 0F: 2 clusters Score -49650.48 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 211 members 
Entering Unmasked Estep 
Score: -48730.511719 Penalty: 1972.238281
	Iteration 0F: 3 clusters Score -48730.51 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -48935.292969 Penalty: 1972.238281
	Iteration 1F: 3 clusters Score -48935.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -48971.917969 Penalty: 1972.238281
	Iteration 2F: 3 clusters Score -48971.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -48985.523438 Penalty: 1972.238281
	Iteration 3Q: 3 clusters Score -48985.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -48994.414062 Penalty: 1972.238281
	Iteration 4Q: 3 clusters Score -48994.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -49000.503906 Penalty: 1972.238281
	Iteration 5Q: 3 clusters Score -49000.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -49004.617188 Penalty: 1972.238281
	Iteration 6Q: 3 clusters Score -49004.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -49010.117188 Penalty: 1972.238281
	Iteration 7Q: 3 clusters Score -49010.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -49013.230469 Penalty: 1972.238281
	Iteration 8Q: 3 clusters Score -49013.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49014.203125 Penalty: 1972.238281
	Iteration 9Q: 3 clusters Score -49014.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49014.203125 Penalty: 1972.238281
	Iteration 10F: 3 clusters Score -49014.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (94661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94661 members 
Entering Unmasked Estep 
Score: -11936309.000000 Penalty: 1861.934326
	Iteration 0F: 2 clusters Score -1.193631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -11875285.000000 Penalty: 3723.868652
	Iteration 0F: 3 clusters Score -1.187528e+07 nChanged 45118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51429 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -11901750.000000 Penalty: 3723.868652
	Iteration 1F: 3 clusters Score -1.190175e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -11902837.000000 Penalty: 3723.868652
	Iteration 2Q: 3 clusters Score -1.190284e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57278 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -11904583.000000 Penalty: 3723.868652
	Iteration 3Q: 3 clusters Score -1.190458e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62319 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -11907511.000000 Penalty: 3723.868652
	Iteration 4F: 3 clusters Score -1.190751e+07 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68970 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -11912319.000000 Penalty: 3723.868652
	Iteration 5F: 3 clusters Score -1.191232e+07 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76746 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -11918931.000000 Penalty: 3723.868652
	Iteration 6F: 3 clusters Score -1.191893e+07 nChanged 7506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84234 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -11925861.000000 Penalty: 3723.868652
	Iteration 7F: 3 clusters Score -1.192586e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89636 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -11931062.000000 Penalty: 3723.868652
	Iteration 8F: 3 clusters Score -1.193106e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92505 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -11933171.000000 Penalty: 3723.868652
	Iteration 9Q: 3 clusters Score -1.193317e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93675 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -11934071.000000 Penalty: 3723.868652
	Iteration 10Q: 3 clusters Score -1.193407e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94103 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -11934382.000000 Penalty: 3723.868652
	Iteration 11Q: 3 clusters Score -1.193438e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94259 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -11934528.000000 Penalty: 3723.868652
	Iteration 12Q: 3 clusters Score -1.193453e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94321 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -11934595.000000 Penalty: 3723.868652
	Iteration 13Q: 3 clusters Score -1.19346e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94354 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -11934655.000000 Penalty: 3723.868652
	Iteration 14Q: 3 clusters Score -1.193466e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94367 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -11934674.000000 Penalty: 3723.868652
	Iteration 15Q: 3 clusters Score -1.193467e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94381 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -11934707.000000 Penalty: 3723.868652
	Iteration 16Q: 3 clusters Score -1.193471e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94392 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -11934730.000000 Penalty: 3723.868652
	Iteration 17Q: 3 clusters Score -1.193473e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94398 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -11934729.000000 Penalty: 3723.868652
	Iteration 18Q: 3 clusters Score -1.193473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94403 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -11934733.000000 Penalty: 3723.868652
	Iteration 19Q: 3 clusters Score -1.193473e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94409 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -11934730.000000 Penalty: 3723.868652
	Iteration 20F: 3 clusters Score -1.193473e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94420 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -11934743.000000 Penalty: 3723.868652
	Iteration 21Q: 3 clusters Score -1.193474e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94422 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -11934751.000000 Penalty: 3723.868652
	Iteration 22Q: 3 clusters Score -1.193475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94425 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -11934756.000000 Penalty: 3723.868652
	Iteration 23Q: 3 clusters Score -1.193476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94427 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -11934753.000000 Penalty: 3723.868652
	Iteration 24Q: 3 clusters Score -1.193475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94431 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -11934757.000000 Penalty: 3723.868652
	Iteration 25Q: 3 clusters Score -1.193476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94431 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -11934762.000000 Penalty: 3723.868652
	Iteration 26Q: 3 clusters Score -1.193476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94430 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -11934765.000000 Penalty: 3723.868652
	Iteration 27Q: 3 clusters Score -1.193476e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94430 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -11934765.000000 Penalty: 3723.868652
	Iteration 28F: 3 clusters Score -1.193476e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -48030.261719 Penalty: 1012.453247
	Iteration 0F: 2 clusters Score -48030.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -47091.742188 Penalty: 2024.906494
	Iteration 0F: 3 clusters Score -47091.74 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -47377.210938 Penalty: 2024.906494
	Iteration 1F: 3 clusters Score -47377.21 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -47547.718750 Penalty: 2024.906494
	Iteration 2F: 3 clusters Score -47547.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -47652.878906 Penalty: 2024.906494
	Iteration 3F: 3 clusters Score -47652.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -47752.707031 Penalty: 2024.906494
	Iteration 4Q: 3 clusters Score -47752.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -47873.761719 Penalty: 2024.906494
	Iteration 5Q: 3 clusters Score -47873.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -47983.441406 Penalty: 2024.906494
	Iteration 6Q: 3 clusters Score -47983.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -48028.628906 Penalty: 2024.906494
	Iteration 7Q: 3 clusters Score -48028.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -48038.003906 Penalty: 2024.906494
	Iteration 8Q: 3 clusters Score -48038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -48047.070312 Penalty: 2024.906494
	Iteration 9Q: 3 clusters Score -48047.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -48049.269531 Penalty: 2024.906494
	Iteration 10Q: 3 clusters Score -48049.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -48052.433594 Penalty: 2024.906494
	Iteration 11F: 3 clusters Score -48052.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -48056.535156 Penalty: 2024.906494
	Iteration 12Q: 3 clusters Score -48056.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -48058.097656 Penalty: 2024.906494
	Iteration 13Q: 3 clusters Score -48058.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -48058.097656 Penalty: 2024.906494
	Iteration 14F: 3 clusters Score -48058.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 120350 members 
Mstep: Class 3 contains 6570 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9433 members 
Mstep: Class 6 contains 42885 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 6964 members 
Mstep: Class 9 contains 81802 members 
Mstep: Class 10 contains 80527 members 
Mstep: Class 11 contains 101211 members 
Mstep: Class 12 contains 51974 members 
Mstep: Class 13 contains 5027 members 
Mstep: Class 14 contains 98914 members 
Mstep: Class 15 contains 3038 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5436 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 23175 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1644 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9952 members 
Mstep: Class 25 contains 102020 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6766 members 
Mstep: Class 28 contains 3332 members 
Mstep: Class 29 contains 3483 members 
Mstep: Class 30 contains 1905 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 322 members 
Mstep: Class 33 contains 13898 members 
Mstep: Class 34 contains 10180 members 
Mstep: Class 35 contains 9756 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 94661 members 
Mstep: Class 38 contains 344 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7735 members 
Mstep: Class 41 contains 1686 members 
Mstep: Class 42 contains 164 members 
Entering Unmasked Estep 
Score: -111778248.000000 Penalty: 93710.203125
Splitting cluster 38 changes total score from -111779360.000000 to -111778248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (1226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Entering Unmasked Estep 
Score: -135911.718750 Penalty: 1155.620728
	Iteration 0F: 2 clusters Score -135911.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -134313.890625 Penalty: 2311.241455
	Iteration 0F: 3 clusters Score -134313.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -134681.015625 Penalty: 2311.241455
	Iteration 1F: 3 clusters Score -134681 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -134776.828125 Penalty: 2311.241455
	Iteration 2F: 3 clusters Score -134776.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -134838.046875 Penalty: 2311.241455
	Iteration 3Q: 3 clusters Score -134838 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -134882.328125 Penalty: 2311.241455
	Iteration 4Q: 3 clusters Score -134882.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -134914.468750 Penalty: 2311.241455
	Iteration 5Q: 3 clusters Score -134914.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -134941.796875 Penalty: 2311.241455
	Iteration 6Q: 3 clusters Score -134941.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -134950.515625 Penalty: 2311.241455
	Iteration 7Q: 3 clusters Score -134950.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -134957.687500 Penalty: 2311.241455
	Iteration 8Q: 3 clusters Score -134957.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -134962.531250 Penalty: 2311.241455
	Iteration 9Q: 3 clusters Score -134962.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -134965.015625 Penalty: 2311.241455
	Iteration 10Q: 3 clusters Score -134965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -134970.484375 Penalty: 2311.241455
	Iteration 11Q: 3 clusters Score -134970.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -134973.468750 Penalty: 2311.241455
	Iteration 12Q: 3 clusters Score -134973.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -134976.875000 Penalty: 2311.241455
	Iteration 13Q: 3 clusters Score -134976.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -134979.828125 Penalty: 2311.241455
	Iteration 14Q: 3 clusters Score -134979.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -134982.296875 Penalty: 2311.241455
	Iteration 15Q: 3 clusters Score -134982.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -134986.515625 Penalty: 2311.241455
	Iteration 16Q: 3 clusters Score -134986.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -134988.656250 Penalty: 2311.241455
	Iteration 17Q: 3 clusters Score -134988.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -134989.921875 Penalty: 2311.241455
	Iteration 18Q: 3 clusters Score -134989.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -134996.921875 Penalty: 2311.241455
	Iteration 19Q: 3 clusters Score -134996.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -135007.968750 Penalty: 2311.241455
	Iteration 20F: 3 clusters Score -135008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -135015.500000 Penalty: 2311.241455
	Iteration 21Q: 3 clusters Score -135015.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -135021.046875 Penalty: 2311.241455
	Iteration 22Q: 3 clusters Score -135021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -135023.671875 Penalty: 2311.241455
	Iteration 23Q: 3 clusters Score -135023.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -135028.578125 Penalty: 2311.241455
	Iteration 24Q: 3 clusters Score -135028.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -135033.437500 Penalty: 2311.241455
	Iteration 25Q: 3 clusters Score -135033.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -135034.421875 Penalty: 2311.241455
	Iteration 26Q: 3 clusters Score -135034.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -135035.671875 Penalty: 2311.241455
	Iteration 27Q: 3 clusters Score -135035.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -135035.671875 Penalty: 2311.241455
	Iteration 28F: 3 clusters Score -135035.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Entering Unmasked Estep 
Score: -956296.062500 Penalty: 1454.945435
	Iteration 0F: 2 clusters Score -956296.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -950554.812500 Penalty: 2909.890869
	Iteration 0F: 3 clusters Score -950554.8 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -952430.562500 Penalty: 2909.890869
	Iteration 1F: 3 clusters Score -952430.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -952718.437500 Penalty: 2909.890869
	Iteration 2F: 3 clusters Score -952718.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -952982.500000 Penalty: 2909.890869
	Iteration 3F: 3 clusters Score -952982.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -953195.375000 Penalty: 2909.890869
	Iteration 4F: 3 clusters Score -953195.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -953366.062500 Penalty: 2909.890869
	Iteration 5Q: 3 clusters Score -953366.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -953516.500000 Penalty: 2909.890869
	Iteration 6Q: 3 clusters Score -953516.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -953639.625000 Penalty: 2909.890869
	Iteration 7Q: 3 clusters Score -953639.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -953739.750000 Penalty: 2909.890869
	Iteration 8Q: 3 clusters Score -953739.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -953840.750000 Penalty: 2909.890869
	Iteration 9Q: 3 clusters Score -953840.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -953939.250000 Penalty: 2909.890869
	Iteration 10Q: 3 clusters Score -953939.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -954016.375000 Penalty: 2909.890869
	Iteration 11Q: 3 clusters Score -954016.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -954102.875000 Penalty: 2909.890869
	Iteration 12Q: 3 clusters Score -954102.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -954195.750000 Penalty: 2909.890869
	Iteration 13Q: 3 clusters Score -954195.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -954295.375000 Penalty: 2909.890869
	Iteration 14Q: 3 clusters Score -954295.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -954417.500000 Penalty: 2909.890869
	Iteration 15Q: 3 clusters Score -954417.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -954550.125000 Penalty: 2909.890869
	Iteration 16Q: 3 clusters Score -954550.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -954664.625000 Penalty: 2909.890869
	Iteration 17Q: 3 clusters Score -954664.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -954786.000000 Penalty: 2909.890869
	Iteration 18Q: 3 clusters Score -954786 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -954874.875000 Penalty: 2909.890869
	Iteration 19Q: 3 clusters Score -954874.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -954951.187500 Penalty: 2909.890869
	Iteration 20F: 3 clusters Score -954951.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -955015.125000 Penalty: 2909.890869
	Iteration 21Q: 3 clusters Score -955015.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -955047.625000 Penalty: 2909.890869
	Iteration 22Q: 3 clusters Score -955047.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -955070.375000 Penalty: 2909.890869
	Iteration 23Q: 3 clusters Score -955070.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -955091.500000 Penalty: 2909.890869
	Iteration 24Q: 3 clusters Score -955091.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -955106.812500 Penalty: 2909.890869
	Iteration 25Q: 3 clusters Score -955106.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -955118.062500 Penalty: 2909.890869
	Iteration 26Q: 3 clusters Score -955118.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -955135.062500 Penalty: 2909.890869
	Iteration 27Q: 3 clusters Score -955135.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -955141.562500 Penalty: 2909.890869
	Iteration 28Q: 3 clusters Score -955141.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -955142.375000 Penalty: 2909.890869
	Iteration 29Q: 3 clusters Score -955142.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -955148.750000 Penalty: 2909.890869
	Iteration 30Q: 3 clusters Score -955148.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -955152.875000 Penalty: 2909.890869
	Iteration 31Q: 3 clusters Score -955152.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -955151.687500 Penalty: 2909.890869
	Iteration 32Q: 3 clusters Score -955151.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -955152.437500 Penalty: 2909.890869
	Iteration 33Q: 3 clusters Score -955152.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -955152.437500 Penalty: 2909.890869
	Iteration 34F: 3 clusters Score -955152.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -210892.828125 Penalty: 1207.393555
	Iteration 0F: 2 clusters Score -210892.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -209020.953125 Penalty: 2414.787109
	Iteration 0F: 3 clusters Score -209021 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -209384.062500 Penalty: 2414.787109
	Iteration 1F: 3 clusters Score -209384.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -209446.390625 Penalty: 2414.787109
	Iteration 2F: 3 clusters Score -209446.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -209494.328125 Penalty: 2414.787109
	Iteration 3Q: 3 clusters Score -209494.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -209525.343750 Penalty: 2414.787109
	Iteration 4Q: 3 clusters Score -209525.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -209550.750000 Penalty: 2414.787109
	Iteration 5Q: 3 clusters Score -209550.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -209572.718750 Penalty: 2414.787109
	Iteration 6Q: 3 clusters Score -209572.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -209588.015625 Penalty: 2414.787109
	Iteration 7Q: 3 clusters Score -209588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -209605.296875 Penalty: 2414.787109
	Iteration 8Q: 3 clusters Score -209605.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -209623.406250 Penalty: 2414.787109
	Iteration 9Q: 3 clusters Score -209623.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -209631.250000 Penalty: 2414.787109
	Iteration 10Q: 3 clusters Score -209631.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -209638.687500 Penalty: 2414.787109
	Iteration 11Q: 3 clusters Score -209638.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -209645.500000 Penalty: 2414.787109
	Iteration 12Q: 3 clusters Score -209645.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -209654.734375 Penalty: 2414.787109
	Iteration 13Q: 3 clusters Score -209654.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -209659.343750 Penalty: 2414.787109
	Iteration 14Q: 3 clusters Score -209659.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -209663.984375 Penalty: 2414.787109
	Iteration 15Q: 3 clusters Score -209664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -209664.859375 Penalty: 2414.787109
	Iteration 16Q: 3 clusters Score -209664.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -209666.953125 Penalty: 2414.787109
	Iteration 17Q: 3 clusters Score -209667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -209668.671875 Penalty: 2414.787109
	Iteration 18Q: 3 clusters Score -209668.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -209670.296875 Penalty: 2414.787109
	Iteration 19Q: 3 clusters Score -209670.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -209672.890625 Penalty: 2414.787109
	Iteration 20F: 3 clusters Score -209672.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -209673.984375 Penalty: 2414.787109
	Iteration 21Q: 3 clusters Score -209674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -209674.203125 Penalty: 2414.787109
	Iteration 22Q: 3 clusters Score -209674.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -209674.203125 Penalty: 2414.787109
	Iteration 23F: 3 clusters Score -209674.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 120350 members 
Mstep: Class 3 contains 6570 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9433 members 
Mstep: Class 6 contains 42885 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 6964 members 
Mstep: Class 9 contains 81802 members 
Mstep: Class 10 contains 80527 members 
Mstep: Class 11 contains 101211 members 
Mstep: Class 12 contains 51974 members 
Mstep: Class 13 contains 5027 members 
Mstep: Class 14 contains 98914 members 
Mstep: Class 15 contains 3038 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5436 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 23175 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1644 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9952 members 
Mstep: Class 25 contains 102020 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6766 members 
Mstep: Class 28 contains 3332 members 
Mstep: Class 29 contains 3483 members 
Mstep: Class 30 contains 1905 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 322 members 
Mstep: Class 33 contains 13898 members 
Mstep: Class 34 contains 10180 members 
Mstep: Class 35 contains 9756 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 94661 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7735 members 
Mstep: Class 41 contains 1686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779528.000000 Penalty: 91479.007812
Iteration 319Q: 42 clusters Score -1.117795e+08 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 120467 members 
Mstep: Class 3 contains 6568 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9432 members 
Mstep: Class 6 contains 42861 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 6966 members 
Mstep: Class 9 contains 81886 members 
Mstep: Class 10 contains 80552 members 
Mstep: Class 11 contains 101303 members 
Mstep: Class 12 contains 52090 members 
Mstep: Class 13 contains 5029 members 
Mstep: Class 14 contains 98816 members 
Mstep: Class 15 contains 3041 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5422 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 23128 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9942 members 
Mstep: Class 25 contains 102037 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6771 members 
Mstep: Class 28 contains 3331 members 
Mstep: Class 29 contains 3487 members 
Mstep: Class 30 contains 1905 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 322 members 
Mstep: Class 33 contains 13905 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9755 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 94394 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7722 members 
Mstep: Class 41 contains 1687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779512.000000 Penalty: 91479.007812
Iteration 320F: 42 clusters Score -1.117795e+08 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 120548 members 
Mstep: Class 3 contains 6568 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9433 members 
Mstep: Class 6 contains 42848 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 6973 members 
Mstep: Class 9 contains 81980 members 
Mstep: Class 10 contains 80568 members 
Mstep: Class 11 contains 101366 members 
Mstep: Class 12 contains 52205 members 
Mstep: Class 13 contains 5030 members 
Mstep: Class 14 contains 98787 members 
Mstep: Class 15 contains 3042 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5406 members 
Mstep: Class 19 contains 3486 members 
Mstep: Class 20 contains 23068 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9942 members 
Mstep: Class 25 contains 102042 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6775 members 
Mstep: Class 28 contains 3327 members 
Mstep: Class 29 contains 3494 members 
Mstep: Class 30 contains 1905 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 322 members 
Mstep: Class 33 contains 13908 members 
Mstep: Class 34 contains 10176 members 
Mstep: Class 35 contains 9757 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 94119 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7712 members 
Mstep: Class 41 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779368.000000 Penalty: 91479.007812
Iteration 321Q: 42 clusters Score -1.117794e+08 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 120616 members 
Mstep: Class 3 contains 6573 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9432 members 
Mstep: Class 6 contains 42821 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 6968 members 
Mstep: Class 9 contains 82081 members 
Mstep: Class 10 contains 80582 members 
Mstep: Class 11 contains 101388 members 
Mstep: Class 12 contains 52324 members 
Mstep: Class 13 contains 5031 members 
Mstep: Class 14 contains 98837 members 
Mstep: Class 15 contains 3044 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5383 members 
Mstep: Class 19 contains 3486 members 
Mstep: Class 20 contains 22996 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 102058 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6774 members 
Mstep: Class 28 contains 3324 members 
Mstep: Class 29 contains 3497 members 
Mstep: Class 30 contains 1905 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 13900 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9760 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 93863 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7692 members 
Mstep: Class 41 contains 1692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779080.000000 Penalty: 91479.007812
Iteration 322Q: 42 clusters Score -1.117791e+08 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 120625 members 
Mstep: Class 3 contains 6571 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9432 members 
Mstep: Class 6 contains 42801 members 
Mstep: Class 7 contains 334 members 
Mstep: Class 8 contains 6972 members 
Mstep: Class 9 contains 82170 members 
Mstep: Class 10 contains 80587 members 
Mstep: Class 11 contains 101441 members 
Mstep: Class 12 contains 52457 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 98863 members 
Mstep: Class 15 contains 3048 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5367 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 22929 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9950 members 
Mstep: Class 25 contains 102066 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6770 members 
Mstep: Class 28 contains 3323 members 
Mstep: Class 29 contains 3498 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 13899 members 
Mstep: Class 34 contains 10176 members 
Mstep: Class 35 contains 9765 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 93636 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7679 members 
Mstep: Class 41 contains 1695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778968.000000 Penalty: 91479.007812
Iteration 323Q: 42 clusters Score -1.11779e+08 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 120639 members 
Mstep: Class 3 contains 6569 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9432 members 
Mstep: Class 6 contains 42772 members 
Mstep: Class 7 contains 335 members 
Mstep: Class 8 contains 6972 members 
Mstep: Class 9 contains 82292 members 
Mstep: Class 10 contains 80570 members 
Mstep: Class 11 contains 101445 members 
Mstep: Class 12 contains 52586 members 
Mstep: Class 13 contains 5035 members 
Mstep: Class 14 contains 98840 members 
Mstep: Class 15 contains 3050 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5358 members 
Mstep: Class 19 contains 3486 members 
Mstep: Class 20 contains 22861 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1643 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9945 members 
Mstep: Class 25 contains 102116 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6763 members 
Mstep: Class 28 contains 3320 members 
Mstep: Class 29 contains 3504 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 324 members 
Mstep: Class 33 contains 13899 members 
Mstep: Class 34 contains 10175 members 
Mstep: Class 35 contains 9768 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 93475 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7669 members 
Mstep: Class 41 contains 1695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779080.000000 Penalty: 91479.007812
Iteration 324Q: 42 clusters Score -1.117791e+08 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 120666 members 
Mstep: Class 3 contains 6569 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9433 members 
Mstep: Class 6 contains 42725 members 
Mstep: Class 7 contains 336 members 
Mstep: Class 8 contains 6972 members 
Mstep: Class 9 contains 82412 members 
Mstep: Class 10 contains 80588 members 
Mstep: Class 11 contains 101478 members 
Mstep: Class 12 contains 52713 members 
Mstep: Class 13 contains 5038 members 
Mstep: Class 14 contains 98745 members 
Mstep: Class 15 contains 3050 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5338 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 22812 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1644 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9955 members 
Mstep: Class 25 contains 102143 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6755 members 
Mstep: Class 28 contains 3320 members 
Mstep: Class 29 contains 3507 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 324 members 
Mstep: Class 33 contains 13902 members 
Mstep: Class 34 contains 10175 members 
Mstep: Class 35 contains 9770 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 93332 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7658 members 
Mstep: Class 41 contains 1694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779160.000000 Penalty: 91479.007812
Iteration 325Q: 42 clusters Score -1.117792e+08 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 120680 members 
Mstep: Class 3 contains 6566 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9430 members 
Mstep: Class 6 contains 42688 members 
Mstep: Class 7 contains 336 members 
Mstep: Class 8 contains 6970 members 
Mstep: Class 9 contains 82534 members 
Mstep: Class 10 contains 80595 members 
Mstep: Class 11 contains 101499 members 
Mstep: Class 12 contains 52820 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 98670 members 
Mstep: Class 15 contains 3050 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5320 members 
Mstep: Class 19 contains 3484 members 
Mstep: Class 20 contains 22748 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1645 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9964 members 
Mstep: Class 25 contains 102165 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6754 members 
Mstep: Class 28 contains 3319 members 
Mstep: Class 29 contains 3521 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 324 members 
Mstep: Class 33 contains 13909 members 
Mstep: Class 34 contains 10175 members 
Mstep: Class 35 contains 9769 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 93218 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7650 members 
Mstep: Class 41 contains 1696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778968.000000 Penalty: 91479.007812
Iteration 326Q: 42 clusters Score -1.11779e+08 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 120661 members 
Mstep: Class 3 contains 6563 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9428 members 
Mstep: Class 6 contains 42674 members 
Mstep: Class 7 contains 338 members 
Mstep: Class 8 contains 6969 members 
Mstep: Class 9 contains 82687 members 
Mstep: Class 10 contains 80614 members 
Mstep: Class 11 contains 101512 members 
Mstep: Class 12 contains 52913 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 98546 members 
Mstep: Class 15 contains 3049 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5300 members 
Mstep: Class 19 contains 3481 members 
Mstep: Class 20 contains 22692 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9987 members 
Mstep: Class 25 contains 102187 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6751 members 
Mstep: Class 28 contains 3318 members 
Mstep: Class 29 contains 3527 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 322 members 
Mstep: Class 33 contains 13910 members 
Mstep: Class 34 contains 10175 members 
Mstep: Class 35 contains 9770 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 93122 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7647 members 
Mstep: Class 41 contains 1695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778848.000000 Penalty: 91479.007812
Iteration 327Q: 42 clusters Score -1.117788e+08 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 120650 members 
Mstep: Class 3 contains 6558 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9427 members 
Mstep: Class 6 contains 42648 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 6972 members 
Mstep: Class 9 contains 82870 members 
Mstep: Class 10 contains 80618 members 
Mstep: Class 11 contains 101510 members 
Mstep: Class 12 contains 53009 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 98454 members 
Mstep: Class 15 contains 3050 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5300 members 
Mstep: Class 19 contains 3480 members 
Mstep: Class 20 contains 22649 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1645 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 9996 members 
Mstep: Class 25 contains 102192 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6752 members 
Mstep: Class 28 contains 3318 members 
Mstep: Class 29 contains 3533 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 13910 members 
Mstep: Class 34 contains 10178 members 
Mstep: Class 35 contains 9766 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 93000 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7639 members 
Mstep: Class 41 contains 1695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779208.000000 Penalty: 91479.007812
Iteration 328Q: 42 clusters Score -1.117792e+08 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 120628 members 
Mstep: Class 3 contains 6554 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 42625 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6977 members 
Mstep: Class 9 contains 83024 members 
Mstep: Class 10 contains 80649 members 
Mstep: Class 11 contains 101513 members 
Mstep: Class 12 contains 53115 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 98371 members 
Mstep: Class 15 contains 3052 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5287 members 
Mstep: Class 19 contains 3477 members 
Mstep: Class 20 contains 22597 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1645 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10010 members 
Mstep: Class 25 contains 102187 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6754 members 
Mstep: Class 28 contains 3317 members 
Mstep: Class 29 contains 3534 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 318 members 
Mstep: Class 33 contains 13905 members 
Mstep: Class 34 contains 10175 members 
Mstep: Class 35 contains 9764 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92898 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7634 members 
Mstep: Class 41 contains 1694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779312.000000 Penalty: 91479.007812
Iteration 329Q: 42 clusters Score -1.117793e+08 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 120589 members 
Mstep: Class 3 contains 6549 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9425 members 
Mstep: Class 6 contains 42589 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6981 members 
Mstep: Class 9 contains 83244 members 
Mstep: Class 10 contains 80644 members 
Mstep: Class 11 contains 101502 members 
Mstep: Class 12 contains 53227 members 
Mstep: Class 13 contains 5045 members 
Mstep: Class 14 contains 98302 members 
Mstep: Class 15 contains 3054 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5282 members 
Mstep: Class 19 contains 3479 members 
Mstep: Class 20 contains 22541 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1645 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10020 members 
Mstep: Class 25 contains 102139 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6751 members 
Mstep: Class 28 contains 3315 members 
Mstep: Class 29 contains 3535 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 318 members 
Mstep: Class 33 contains 13901 members 
Mstep: Class 34 contains 10172 members 
Mstep: Class 35 contains 9760 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92835 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7630 members 
Mstep: Class 41 contains 1695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779256.000000 Penalty: 91479.007812
Iteration 330Q: 42 clusters Score -1.117793e+08 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 120507 members 
Mstep: Class 3 contains 6553 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9425 members 
Mstep: Class 6 contains 42548 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6977 members 
Mstep: Class 9 contains 83466 members 
Mstep: Class 10 contains 80636 members 
Mstep: Class 11 contains 101496 members 
Mstep: Class 12 contains 53334 members 
Mstep: Class 13 contains 5044 members 
Mstep: Class 14 contains 98281 members 
Mstep: Class 15 contains 3055 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5278 members 
Mstep: Class 19 contains 3479 members 
Mstep: Class 20 contains 22481 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10022 members 
Mstep: Class 25 contains 102105 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6753 members 
Mstep: Class 28 contains 3313 members 
Mstep: Class 29 contains 3539 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 318 members 
Mstep: Class 33 contains 13905 members 
Mstep: Class 34 contains 10173 members 
Mstep: Class 35 contains 9754 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92757 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7627 members 
Mstep: Class 41 contains 1696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779376.000000 Penalty: 91479.007812
Iteration 331Q: 42 clusters Score -1.117794e+08 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 120440 members 
Mstep: Class 3 contains 6555 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9424 members 
Mstep: Class 6 contains 42508 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6976 members 
Mstep: Class 9 contains 83696 members 
Mstep: Class 10 contains 80636 members 
Mstep: Class 11 contains 101463 members 
Mstep: Class 12 contains 53429 members 
Mstep: Class 13 contains 5044 members 
Mstep: Class 14 contains 98256 members 
Mstep: Class 15 contains 3054 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5278 members 
Mstep: Class 19 contains 3477 members 
Mstep: Class 20 contains 22436 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10026 members 
Mstep: Class 25 contains 102075 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6752 members 
Mstep: Class 28 contains 3313 members 
Mstep: Class 29 contains 3543 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 318 members 
Mstep: Class 33 contains 13907 members 
Mstep: Class 34 contains 10175 members 
Mstep: Class 35 contains 9746 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92664 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7629 members 
Mstep: Class 41 contains 1696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779680.000000 Penalty: 91479.007812
Iteration 332Q: 42 clusters Score -1.117797e+08 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 120288 members 
Mstep: Class 3 contains 6554 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9422 members 
Mstep: Class 6 contains 42477 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6974 members 
Mstep: Class 9 contains 83939 members 
Mstep: Class 10 contains 80639 members 
Mstep: Class 11 contains 101438 members 
Mstep: Class 12 contains 53518 members 
Mstep: Class 13 contains 5040 members 
Mstep: Class 14 contains 98249 members 
Mstep: Class 15 contains 3054 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5280 members 
Mstep: Class 19 contains 3474 members 
Mstep: Class 20 contains 22376 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1647 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10044 members 
Mstep: Class 25 contains 102082 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6755 members 
Mstep: Class 28 contains 3313 members 
Mstep: Class 29 contains 3543 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 318 members 
Mstep: Class 33 contains 13913 members 
Mstep: Class 34 contains 10176 members 
Mstep: Class 35 contains 9741 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92586 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7625 members 
Mstep: Class 41 contains 1695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779800.000000 Penalty: 91479.007812
Iteration 333Q: 42 clusters Score -1.117798e+08 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 120175 members 
Mstep: Class 3 contains 6553 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9423 members 
Mstep: Class 6 contains 42453 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6975 members 
Mstep: Class 9 contains 84197 members 
Mstep: Class 10 contains 80634 members 
Mstep: Class 11 contains 101416 members 
Mstep: Class 12 contains 53620 members 
Mstep: Class 13 contains 5039 members 
Mstep: Class 14 contains 98248 members 
Mstep: Class 15 contains 3057 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5280 members 
Mstep: Class 19 contains 3473 members 
Mstep: Class 20 contains 22310 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1647 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10054 members 
Mstep: Class 25 contains 102051 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6755 members 
Mstep: Class 28 contains 3307 members 
Mstep: Class 29 contains 3548 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 318 members 
Mstep: Class 33 contains 13913 members 
Mstep: Class 34 contains 10176 members 
Mstep: Class 35 contains 9738 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92482 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7623 members 
Mstep: Class 41 contains 1696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779960.000000 Penalty: 91479.007812
Iteration 334Q: 42 clusters Score -1.1178e+08 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 120105 members 
Mstep: Class 3 contains 6549 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9425 members 
Mstep: Class 6 contains 42411 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6973 members 
Mstep: Class 9 contains 84390 members 
Mstep: Class 10 contains 80633 members 
Mstep: Class 11 contains 101411 members 
Mstep: Class 12 contains 53718 members 
Mstep: Class 13 contains 5035 members 
Mstep: Class 14 contains 98175 members 
Mstep: Class 15 contains 3059 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5282 members 
Mstep: Class 19 contains 3476 members 
Mstep: Class 20 contains 22264 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1648 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10063 members 
Mstep: Class 25 contains 102077 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6755 members 
Mstep: Class 28 contains 3302 members 
Mstep: Class 29 contains 3550 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 318 members 
Mstep: Class 33 contains 13918 members 
Mstep: Class 34 contains 10176 members 
Mstep: Class 35 contains 9739 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92384 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7626 members 
Mstep: Class 41 contains 1696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780128.000000 Penalty: 91479.007812
Iteration 335Q: 42 clusters Score -1.117801e+08 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 120046 members 
Mstep: Class 3 contains 6549 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 42360 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6972 members 
Mstep: Class 9 contains 84591 members 
Mstep: Class 10 contains 80656 members 
Mstep: Class 11 contains 101386 members 
Mstep: Class 12 contains 53810 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 98091 members 
Mstep: Class 15 contains 3058 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5276 members 
Mstep: Class 19 contains 3474 members 
Mstep: Class 20 contains 22231 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10066 members 
Mstep: Class 25 contains 102091 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6753 members 
Mstep: Class 28 contains 3300 members 
Mstep: Class 29 contains 3551 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 318 members 
Mstep: Class 33 contains 13925 members 
Mstep: Class 34 contains 10174 members 
Mstep: Class 35 contains 9737 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92308 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7626 members 
Mstep: Class 41 contains 1696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780248.000000 Penalty: 91479.007812
Iteration 336Q: 42 clusters Score -1.117802e+08 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 120012 members 
Mstep: Class 3 contains 6549 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 42314 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6971 members 
Mstep: Class 9 contains 84774 members 
Mstep: Class 10 contains 80677 members 
Mstep: Class 11 contains 101358 members 
Mstep: Class 12 contains 53897 members 
Mstep: Class 13 contains 5035 members 
Mstep: Class 14 contains 98039 members 
Mstep: Class 15 contains 3058 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5280 members 
Mstep: Class 19 contains 3473 members 
Mstep: Class 20 contains 22188 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10073 members 
Mstep: Class 25 contains 102058 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6753 members 
Mstep: Class 28 contains 3294 members 
Mstep: Class 29 contains 3549 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 318 members 
Mstep: Class 33 contains 13926 members 
Mstep: Class 34 contains 10172 members 
Mstep: Class 35 contains 9741 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92248 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7627 members 
Mstep: Class 41 contains 1696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780240.000000 Penalty: 91479.007812
Iteration 337Q: 42 clusters Score -1.117802e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 119953 members 
Mstep: Class 3 contains 6548 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9425 members 
Mstep: Class 6 contains 42272 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6971 members 
Mstep: Class 9 contains 84955 members 
Mstep: Class 10 contains 80695 members 
Mstep: Class 11 contains 101348 members 
Mstep: Class 12 contains 53981 members 
Mstep: Class 13 contains 5036 members 
Mstep: Class 14 contains 97958 members 
Mstep: Class 15 contains 3058 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5276 members 
Mstep: Class 19 contains 3473 members 
Mstep: Class 20 contains 22146 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10086 members 
Mstep: Class 25 contains 102037 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6752 members 
Mstep: Class 28 contains 3288 members 
Mstep: Class 29 contains 3551 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 318 members 
Mstep: Class 33 contains 13929 members 
Mstep: Class 34 contains 10172 members 
Mstep: Class 35 contains 9744 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92210 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7628 members 
Mstep: Class 41 contains 1696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780592.000000 Penalty: 91479.007812
Iteration 338Q: 42 clusters Score -1.117806e+08 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 119909 members 
Mstep: Class 3 contains 6549 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9426 members 
Mstep: Class 6 contains 42224 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6974 members 
Mstep: Class 9 contains 85124 members 
Mstep: Class 10 contains 80705 members 
Mstep: Class 11 contains 101316 members 
Mstep: Class 12 contains 54044 members 
Mstep: Class 13 contains 5038 members 
Mstep: Class 14 contains 97864 members 
Mstep: Class 15 contains 3058 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5280 members 
Mstep: Class 19 contains 3473 members 
Mstep: Class 20 contains 22119 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10099 members 
Mstep: Class 25 contains 102054 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 3283 members 
Mstep: Class 29 contains 3556 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 318 members 
Mstep: Class 33 contains 13930 members 
Mstep: Class 34 contains 10172 members 
Mstep: Class 35 contains 9748 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92168 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7628 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780832.000000 Penalty: 91479.007812
Iteration 339Q: 42 clusters Score -1.117808e+08 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 119867 members 
Mstep: Class 3 contains 6551 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9427 members 
Mstep: Class 6 contains 42182 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6968 members 
Mstep: Class 9 contains 85252 members 
Mstep: Class 10 contains 80715 members 
Mstep: Class 11 contains 101281 members 
Mstep: Class 12 contains 54112 members 
Mstep: Class 13 contains 5038 members 
Mstep: Class 14 contains 97778 members 
Mstep: Class 15 contains 3058 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5275 members 
Mstep: Class 19 contains 3474 members 
Mstep: Class 20 contains 22075 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10102 members 
Mstep: Class 25 contains 102075 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 3569 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 318 members 
Mstep: Class 33 contains 13940 members 
Mstep: Class 34 contains 10171 members 
Mstep: Class 35 contains 9749 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92177 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7631 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780936.000000 Penalty: 91479.007812
Iteration 340F: 42 clusters Score -1.117809e+08 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 119828 members 
Mstep: Class 3 contains 6550 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9428 members 
Mstep: Class 6 contains 42135 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6966 members 
Mstep: Class 9 contains 85390 members 
Mstep: Class 10 contains 80719 members 
Mstep: Class 11 contains 101271 members 
Mstep: Class 12 contains 54186 members 
Mstep: Class 13 contains 5036 members 
Mstep: Class 14 contains 97663 members 
Mstep: Class 15 contains 3058 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5264 members 
Mstep: Class 19 contains 3475 members 
Mstep: Class 20 contains 22014 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1653 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10107 members 
Mstep: Class 25 contains 102080 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 3275 members 
Mstep: Class 29 contains 3577 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13944 members 
Mstep: Class 34 contains 10172 members 
Mstep: Class 35 contains 9752 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92218 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7635 members 
Mstep: Class 41 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780992.000000 Penalty: 91479.007812
Iteration 341Q: 42 clusters Score -1.11781e+08 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 119789 members 
Mstep: Class 3 contains 6549 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9428 members 
Mstep: Class 6 contains 42081 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6966 members 
Mstep: Class 9 contains 85516 members 
Mstep: Class 10 contains 80719 members 
Mstep: Class 11 contains 101242 members 
Mstep: Class 12 contains 54263 members 
Mstep: Class 13 contains 5035 members 
Mstep: Class 14 contains 97608 members 
Mstep: Class 15 contains 3059 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5251 members 
Mstep: Class 19 contains 3475 members 
Mstep: Class 20 contains 21960 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1653 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10104 members 
Mstep: Class 25 contains 102084 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6750 members 
Mstep: Class 28 contains 3271 members 
Mstep: Class 29 contains 3585 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13946 members 
Mstep: Class 34 contains 10172 members 
Mstep: Class 35 contains 9751 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92256 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7633 members 
Mstep: Class 41 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781064.000000 Penalty: 91479.007812
Iteration 342Q: 42 clusters Score -1.117811e+08 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 119732 members 
Mstep: Class 3 contains 6548 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9427 members 
Mstep: Class 6 contains 42017 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6968 members 
Mstep: Class 9 contains 85644 members 
Mstep: Class 10 contains 80711 members 
Mstep: Class 11 contains 101229 members 
Mstep: Class 12 contains 54327 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 97632 members 
Mstep: Class 15 contains 3060 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 3474 members 
Mstep: Class 20 contains 21925 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10103 members 
Mstep: Class 25 contains 102075 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6754 members 
Mstep: Class 28 contains 3268 members 
Mstep: Class 29 contains 3588 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13948 members 
Mstep: Class 34 contains 10173 members 
Mstep: Class 35 contains 9751 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92228 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7634 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781056.000000 Penalty: 91479.007812
Iteration 343Q: 42 clusters Score -1.117811e+08 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 119690 members 
Mstep: Class 3 contains 6546 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9427 members 
Mstep: Class 6 contains 41952 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6968 members 
Mstep: Class 9 contains 85766 members 
Mstep: Class 10 contains 80715 members 
Mstep: Class 11 contains 101214 members 
Mstep: Class 12 contains 54385 members 
Mstep: Class 13 contains 5031 members 
Mstep: Class 14 contains 97658 members 
Mstep: Class 15 contains 3061 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5238 members 
Mstep: Class 19 contains 3474 members 
Mstep: Class 20 contains 21884 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10099 members 
Mstep: Class 25 contains 102061 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6755 members 
Mstep: Class 28 contains 3267 members 
Mstep: Class 29 contains 3594 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13954 members 
Mstep: Class 34 contains 10173 members 
Mstep: Class 35 contains 9753 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92192 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7636 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781136.000000 Penalty: 91479.007812
Iteration 344Q: 42 clusters Score -1.117811e+08 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 119661 members 
Mstep: Class 3 contains 6547 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9429 members 
Mstep: Class 6 contains 41890 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6966 members 
Mstep: Class 9 contains 85900 members 
Mstep: Class 10 contains 80712 members 
Mstep: Class 11 contains 101173 members 
Mstep: Class 12 contains 54464 members 
Mstep: Class 13 contains 5030 members 
Mstep: Class 14 contains 97670 members 
Mstep: Class 15 contains 3061 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5236 members 
Mstep: Class 19 contains 3479 members 
Mstep: Class 20 contains 21844 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10100 members 
Mstep: Class 25 contains 102032 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6754 members 
Mstep: Class 28 contains 3261 members 
Mstep: Class 29 contains 3596 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13956 members 
Mstep: Class 34 contains 10173 members 
Mstep: Class 35 contains 9754 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92172 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7634 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781112.000000 Penalty: 91479.007812
Iteration 345Q: 42 clusters Score -1.117811e+08 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 119621 members 
Mstep: Class 3 contains 6544 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9430 members 
Mstep: Class 6 contains 41817 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6965 members 
Mstep: Class 9 contains 86055 members 
Mstep: Class 10 contains 80711 members 
Mstep: Class 11 contains 101153 members 
Mstep: Class 12 contains 54513 members 
Mstep: Class 13 contains 5029 members 
Mstep: Class 14 contains 97672 members 
Mstep: Class 15 contains 3061 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5224 members 
Mstep: Class 19 contains 3481 members 
Mstep: Class 20 contains 21804 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10101 members 
Mstep: Class 25 contains 102021 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6751 members 
Mstep: Class 28 contains 3257 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13959 members 
Mstep: Class 34 contains 10173 members 
Mstep: Class 35 contains 9752 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92163 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7635 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781024.000000 Penalty: 91479.007812
Iteration 346Q: 42 clusters Score -1.11781e+08 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 119618 members 
Mstep: Class 3 contains 6544 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9431 members 
Mstep: Class 6 contains 41732 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6963 members 
Mstep: Class 9 contains 86178 members 
Mstep: Class 10 contains 80717 members 
Mstep: Class 11 contains 101135 members 
Mstep: Class 12 contains 54566 members 
Mstep: Class 13 contains 5029 members 
Mstep: Class 14 contains 97681 members 
Mstep: Class 15 contains 3062 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5216 members 
Mstep: Class 19 contains 3481 members 
Mstep: Class 20 contains 21777 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10101 members 
Mstep: Class 25 contains 102018 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6750 members 
Mstep: Class 28 contains 3253 members 
Mstep: Class 29 contains 3606 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13960 members 
Mstep: Class 34 contains 10173 members 
Mstep: Class 35 contains 9752 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92116 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7633 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780992.000000 Penalty: 91479.007812
Iteration 347Q: 42 clusters Score -1.11781e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 119592 members 
Mstep: Class 3 contains 6542 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9430 members 
Mstep: Class 6 contains 41662 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6961 members 
Mstep: Class 9 contains 86311 members 
Mstep: Class 10 contains 80724 members 
Mstep: Class 11 contains 101117 members 
Mstep: Class 12 contains 54620 members 
Mstep: Class 13 contains 5028 members 
Mstep: Class 14 contains 97654 members 
Mstep: Class 15 contains 3062 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5211 members 
Mstep: Class 19 contains 3482 members 
Mstep: Class 20 contains 21753 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10104 members 
Mstep: Class 25 contains 102021 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 3249 members 
Mstep: Class 29 contains 3614 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13963 members 
Mstep: Class 34 contains 10173 members 
Mstep: Class 35 contains 9750 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92089 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7631 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781032.000000 Penalty: 91479.007812
Iteration 348Q: 42 clusters Score -1.11781e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 119613 members 
Mstep: Class 3 contains 6540 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9429 members 
Mstep: Class 6 contains 41594 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6961 members 
Mstep: Class 9 contains 86425 members 
Mstep: Class 10 contains 80724 members 
Mstep: Class 11 contains 101128 members 
Mstep: Class 12 contains 54673 members 
Mstep: Class 13 contains 5030 members 
Mstep: Class 14 contains 97589 members 
Mstep: Class 15 contains 3062 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5212 members 
Mstep: Class 19 contains 3482 members 
Mstep: Class 20 contains 21713 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10107 members 
Mstep: Class 25 contains 102022 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 3246 members 
Mstep: Class 29 contains 3619 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13961 members 
Mstep: Class 34 contains 10171 members 
Mstep: Class 35 contains 9749 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92066 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7630 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780960.000000 Penalty: 91479.007812
Iteration 349Q: 42 clusters Score -1.11781e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 119624 members 
Mstep: Class 3 contains 6540 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9429 members 
Mstep: Class 6 contains 41533 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6961 members 
Mstep: Class 9 contains 86533 members 
Mstep: Class 10 contains 80738 members 
Mstep: Class 11 contains 101123 members 
Mstep: Class 12 contains 54730 members 
Mstep: Class 13 contains 5030 members 
Mstep: Class 14 contains 97496 members 
Mstep: Class 15 contains 3063 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5213 members 
Mstep: Class 19 contains 3486 members 
Mstep: Class 20 contains 21677 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10107 members 
Mstep: Class 25 contains 102029 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 3242 members 
Mstep: Class 29 contains 3622 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13961 members 
Mstep: Class 34 contains 10171 members 
Mstep: Class 35 contains 9747 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92062 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7630 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781016.000000 Penalty: 91479.007812
Iteration 350Q: 42 clusters Score -1.11781e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 119638 members 
Mstep: Class 3 contains 6541 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9430 members 
Mstep: Class 6 contains 41457 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6960 members 
Mstep: Class 9 contains 86629 members 
Mstep: Class 10 contains 80753 members 
Mstep: Class 11 contains 101104 members 
Mstep: Class 12 contains 54786 members 
Mstep: Class 13 contains 5031 members 
Mstep: Class 14 contains 97446 members 
Mstep: Class 15 contains 3063 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5220 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 21643 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10103 members 
Mstep: Class 25 contains 102029 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6741 members 
Mstep: Class 28 contains 3238 members 
Mstep: Class 29 contains 3625 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13959 members 
Mstep: Class 34 contains 10171 members 
Mstep: Class 35 contains 9749 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92058 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7628 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780792.000000 Penalty: 91479.007812
Iteration 351Q: 42 clusters Score -1.117808e+08 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 119625 members 
Mstep: Class 3 contains 6541 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9430 members 
Mstep: Class 6 contains 41374 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6959 members 
Mstep: Class 9 contains 86739 members 
Mstep: Class 10 contains 80757 members 
Mstep: Class 11 contains 101141 members 
Mstep: Class 12 contains 54830 members 
Mstep: Class 13 contains 5031 members 
Mstep: Class 14 contains 97409 members 
Mstep: Class 15 contains 3063 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5217 members 
Mstep: Class 19 contains 3489 members 
Mstep: Class 20 contains 21615 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10101 members 
Mstep: Class 25 contains 102023 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6738 members 
Mstep: Class 28 contains 3234 members 
Mstep: Class 29 contains 3627 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13958 members 
Mstep: Class 34 contains 10171 members 
Mstep: Class 35 contains 9748 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92040 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7628 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780752.000000 Penalty: 91479.007812
Iteration 352Q: 42 clusters Score -1.117808e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 119610 members 
Mstep: Class 3 contains 6543 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9431 members 
Mstep: Class 6 contains 41283 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6960 members 
Mstep: Class 9 contains 86849 members 
Mstep: Class 10 contains 80760 members 
Mstep: Class 11 contains 101164 members 
Mstep: Class 12 contains 54878 members 
Mstep: Class 13 contains 5030 members 
Mstep: Class 14 contains 97346 members 
Mstep: Class 15 contains 3064 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5210 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 21596 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10100 members 
Mstep: Class 25 contains 102034 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6737 members 
Mstep: Class 28 contains 3229 members 
Mstep: Class 29 contains 3629 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13957 members 
Mstep: Class 34 contains 10171 members 
Mstep: Class 35 contains 9748 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92039 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7626 members 
Mstep: Class 41 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780632.000000 Penalty: 91479.007812
Iteration 353Q: 42 clusters Score -1.117806e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 119611 members 
Mstep: Class 3 contains 6542 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9431 members 
Mstep: Class 6 contains 41199 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6957 members 
Mstep: Class 9 contains 86961 members 
Mstep: Class 10 contains 80757 members 
Mstep: Class 11 contains 101197 members 
Mstep: Class 12 contains 54932 members 
Mstep: Class 13 contains 5030 members 
Mstep: Class 14 contains 97269 members 
Mstep: Class 15 contains 3064 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5208 members 
Mstep: Class 19 contains 3491 members 
Mstep: Class 20 contains 21573 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10101 members 
Mstep: Class 25 contains 102042 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6736 members 
Mstep: Class 28 contains 3225 members 
Mstep: Class 29 contains 3632 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13956 members 
Mstep: Class 34 contains 10172 members 
Mstep: Class 35 contains 9748 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92021 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7626 members 
Mstep: Class 41 contains 1702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780792.000000 Penalty: 91479.007812
Iteration 354Q: 42 clusters Score -1.117808e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 119592 members 
Mstep: Class 3 contains 6543 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9431 members 
Mstep: Class 6 contains 41120 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6958 members 
Mstep: Class 9 contains 87083 members 
Mstep: Class 10 contains 80759 members 
Mstep: Class 11 contains 101200 members 
Mstep: Class 12 contains 54979 members 
Mstep: Class 13 contains 5031 members 
Mstep: Class 14 contains 97223 members 
Mstep: Class 15 contains 3064 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5206 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 21548 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10102 members 
Mstep: Class 25 contains 102066 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6736 members 
Mstep: Class 28 contains 3220 members 
Mstep: Class 29 contains 3638 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13956 members 
Mstep: Class 34 contains 10174 members 
Mstep: Class 35 contains 9748 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91987 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7624 members 
Mstep: Class 41 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780552.000000 Penalty: 91479.007812
Iteration 355Q: 42 clusters Score -1.117806e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 119584 members 
Mstep: Class 3 contains 6542 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9431 members 
Mstep: Class 6 contains 41044 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6959 members 
Mstep: Class 9 contains 87198 members 
Mstep: Class 10 contains 80770 members 
Mstep: Class 11 contains 101193 members 
Mstep: Class 12 contains 55027 members 
Mstep: Class 13 contains 5033 members 
Mstep: Class 14 contains 97170 members 
Mstep: Class 15 contains 3064 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5206 members 
Mstep: Class 19 contains 3493 members 
Mstep: Class 20 contains 21524 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10100 members 
Mstep: Class 25 contains 102091 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6735 members 
Mstep: Class 28 contains 3218 members 
Mstep: Class 29 contains 3638 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13956 members 
Mstep: Class 34 contains 10174 members 
Mstep: Class 35 contains 9750 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91956 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7623 members 
Mstep: Class 41 contains 1702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780448.000000 Penalty: 91479.007812
Iteration 356Q: 42 clusters Score -1.117804e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 119572 members 
Mstep: Class 3 contains 6541 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9430 members 
Mstep: Class 6 contains 40978 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6959 members 
Mstep: Class 9 contains 87312 members 
Mstep: Class 10 contains 80787 members 
Mstep: Class 11 contains 101192 members 
Mstep: Class 12 contains 55067 members 
Mstep: Class 13 contains 5033 members 
Mstep: Class 14 contains 97132 members 
Mstep: Class 15 contains 3064 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 3494 members 
Mstep: Class 20 contains 21504 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10098 members 
Mstep: Class 25 contains 102095 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6734 members 
Mstep: Class 28 contains 3210 members 
Mstep: Class 29 contains 3639 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13959 members 
Mstep: Class 34 contains 10174 members 
Mstep: Class 35 contains 9749 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91932 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7622 members 
Mstep: Class 41 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780256.000000 Penalty: 91479.007812
Iteration 357Q: 42 clusters Score -1.117803e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 119570 members 
Mstep: Class 3 contains 6538 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9430 members 
Mstep: Class 6 contains 40911 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6960 members 
Mstep: Class 9 contains 87436 members 
Mstep: Class 10 contains 80810 members 
Mstep: Class 11 contains 101190 members 
Mstep: Class 12 contains 55115 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 97086 members 
Mstep: Class 15 contains 3064 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 3495 members 
Mstep: Class 20 contains 21482 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10096 members 
Mstep: Class 25 contains 102085 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6732 members 
Mstep: Class 28 contains 3204 members 
Mstep: Class 29 contains 3639 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13956 members 
Mstep: Class 34 contains 10173 members 
Mstep: Class 35 contains 9749 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91901 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7623 members 
Mstep: Class 41 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780552.000000 Penalty: 91479.007812
Iteration 358Q: 42 clusters Score -1.117806e+08 nChanged 684
Entering ConstructFrom: 
Score: -111780552.000000 Penalty: 91479.007812
Entering ConstructFrom: 
Trying to split cluster 1 (3341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Entering Unmasked Estep 
Score: -418784.437500 Penalty: 1318.529053
	Iteration 0F: 2 clusters Score -418784.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -415896.406250 Penalty: 2637.058105
	Iteration 0F: 3 clusters Score -415896.4 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -416596.156250 Penalty: 2637.058105
	Iteration 1F: 3 clusters Score -416596.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -416738.000000 Penalty: 2637.058105
	Iteration 2F: 3 clusters Score -416738 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -416855.000000 Penalty: 2637.058105
	Iteration 3F: 3 clusters Score -416855 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -416945.406250 Penalty: 2637.058105
	Iteration 4Q: 3 clusters Score -416945.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -417002.187500 Penalty: 2637.058105
	Iteration 5Q: 3 clusters Score -417002.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -417059.312500 Penalty: 2637.058105
	Iteration 6Q: 3 clusters Score -417059.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -417095.593750 Penalty: 2637.058105
	Iteration 7Q: 3 clusters Score -417095.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -417127.937500 Penalty: 2637.058105
	Iteration 8Q: 3 clusters Score -417127.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -417159.937500 Penalty: 2637.058105
	Iteration 9Q: 3 clusters Score -417159.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -417191.250000 Penalty: 2637.058105
	Iteration 10Q: 3 clusters Score -417191.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -417218.187500 Penalty: 2637.058105
	Iteration 11Q: 3 clusters Score -417218.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -417239.468750 Penalty: 2637.058105
	Iteration 12Q: 3 clusters Score -417239.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -417273.031250 Penalty: 2637.058105
	Iteration 13Q: 3 clusters Score -417273 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -417321.062500 Penalty: 2637.058105
	Iteration 14Q: 3 clusters Score -417321.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -417356.406250 Penalty: 2637.058105
	Iteration 15Q: 3 clusters Score -417356.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -417380.437500 Penalty: 2637.058105
	Iteration 16Q: 3 clusters Score -417380.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -417402.937500 Penalty: 2637.058105
	Iteration 17Q: 3 clusters Score -417402.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -417427.156250 Penalty: 2637.058105
	Iteration 18Q: 3 clusters Score -417427.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -417449.218750 Penalty: 2637.058105
	Iteration 19Q: 3 clusters Score -417449.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -417463.562500 Penalty: 2637.058105
	Iteration 20F: 3 clusters Score -417463.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -417474.281250 Penalty: 2637.058105
	Iteration 21Q: 3 clusters Score -417474.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -417487.031250 Penalty: 2637.058105
	Iteration 22Q: 3 clusters Score -417487 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -417503.187500 Penalty: 2637.058105
	Iteration 23Q: 3 clusters Score -417503.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -417519.812500 Penalty: 2637.058105
	Iteration 24Q: 3 clusters Score -417519.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -417535.093750 Penalty: 2637.058105
	Iteration 25Q: 3 clusters Score -417535.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -417556.218750 Penalty: 2637.058105
	Iteration 26Q: 3 clusters Score -417556.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -417575.375000 Penalty: 2637.058105
	Iteration 27Q: 3 clusters Score -417575.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -417591.375000 Penalty: 2637.058105
	Iteration 28Q: 3 clusters Score -417591.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -417600.843750 Penalty: 2637.058105
	Iteration 29Q: 3 clusters Score -417600.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -417608.406250 Penalty: 2637.058105
	Iteration 30Q: 3 clusters Score -417608.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -417614.468750 Penalty: 2637.058105
	Iteration 31Q: 3 clusters Score -417614.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -417619.843750 Penalty: 2637.058105
	Iteration 32Q: 3 clusters Score -417619.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -417624.343750 Penalty: 2637.058105
	Iteration 33Q: 3 clusters Score -417624.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -417629.781250 Penalty: 2637.058105
	Iteration 34Q: 3 clusters Score -417629.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -417633.562500 Penalty: 2637.058105
	Iteration 35Q: 3 clusters Score -417633.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -417636.093750 Penalty: 2637.058105
	Iteration 36Q: 3 clusters Score -417636.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -417637.593750 Penalty: 2637.058105
	Iteration 37Q: 3 clusters Score -417637.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -417640.093750 Penalty: 2637.058105
	Iteration 38Q: 3 clusters Score -417640.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -417642.031250 Penalty: 2637.058105
	Iteration 39Q: 3 clusters Score -417642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -417644.218750 Penalty: 2637.058105
	Iteration 40F: 3 clusters Score -417644.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -417647.500000 Penalty: 2637.058105
	Iteration 41Q: 3 clusters Score -417647.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -417648.968750 Penalty: 2637.058105
	Iteration 42Q: 3 clusters Score -417649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -417650.375000 Penalty: 2637.058105
	Iteration 43Q: 3 clusters Score -417650.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -417650.875000 Penalty: 2637.058105
	Iteration 44Q: 3 clusters Score -417650.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -417650.875000 Penalty: 2637.058105
	Iteration 45F: 3 clusters Score -417650.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (119578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119578 members 
Entering Unmasked Estep 
Score: -14927359.000000 Penalty: 1899.905151
	Iteration 0F: 2 clusters Score -1.492736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59877 members 
Mstep: Class 2 contains 59701 members 
Entering Unmasked Estep 
Score: -14854127.000000 Penalty: 3799.810303
	Iteration 0F: 3 clusters Score -1.485413e+07 nChanged 57520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59817 members 
Mstep: Class 2 contains 59761 members 
Entering Unmasked Estep 
Score: -14887675.000000 Penalty: 3799.810303
	Iteration 1F: 3 clusters Score -1.488768e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59990 members 
Mstep: Class 2 contains 59588 members 
Entering Unmasked Estep 
Score: -14888412.000000 Penalty: 3799.810303
	Iteration 2Q: 3 clusters Score -1.488841e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60385 members 
Mstep: Class 2 contains 59193 members 
Entering Unmasked Estep 
Score: -14889189.000000 Penalty: 3799.810303
	Iteration 3Q: 3 clusters Score -1.488919e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61129 members 
Mstep: Class 2 contains 58449 members 
Entering Unmasked Estep 
Score: -14890018.000000 Penalty: 3799.810303
	Iteration 4Q: 3 clusters Score -1.489002e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62246 members 
Mstep: Class 2 contains 57332 members 
Entering Unmasked Estep 
Score: -14891392.000000 Penalty: 3799.810303
	Iteration 5Q: 3 clusters Score -1.489139e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64007 members 
Mstep: Class 2 contains 55571 members 
Entering Unmasked Estep 
Score: -14893399.000000 Penalty: 3799.810303
	Iteration 6Q: 3 clusters Score -1.48934e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66325 members 
Mstep: Class 2 contains 53253 members 
Entering Unmasked Estep 
Score: -14896923.000000 Penalty: 3799.810303
	Iteration 7F: 3 clusters Score -1.489692e+07 nChanged 7970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69327 members 
Mstep: Class 2 contains 50251 members 
Entering Unmasked Estep 
Score: -14902746.000000 Penalty: 3799.810303
	Iteration 8F: 3 clusters Score -1.490275e+07 nChanged 9123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71898 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -14909958.000000 Penalty: 3799.810303
	Iteration 9F: 3 clusters Score -1.490996e+07 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73083 members 
Mstep: Class 2 contains 46495 members 
Entering Unmasked Estep 
Score: -14915084.000000 Penalty: 3799.810303
	Iteration 10F: 3 clusters Score -1.491508e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73121 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -14916691.000000 Penalty: 3799.810303
	Iteration 11Q: 3 clusters Score -1.491669e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72884 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -14917237.000000 Penalty: 3799.810303
	Iteration 12Q: 3 clusters Score -1.491724e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72636 members 
Mstep: Class 2 contains 46942 members 
Entering Unmasked Estep 
Score: -14917581.000000 Penalty: 3799.810303
	Iteration 13Q: 3 clusters Score -1.491758e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72390 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -14917936.000000 Penalty: 3799.810303
	Iteration 14Q: 3 clusters Score -1.491794e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72238 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
Score: -14918146.000000 Penalty: 3799.810303
	Iteration 15Q: 3 clusters Score -1.491815e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72053 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -14918304.000000 Penalty: 3799.810303
	Iteration 16Q: 3 clusters Score -1.49183e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71940 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -14918548.000000 Penalty: 3799.810303
	Iteration 17Q: 3 clusters Score -1.491855e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71815 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -14918766.000000 Penalty: 3799.810303
	Iteration 18Q: 3 clusters Score -1.491877e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71714 members 
Mstep: Class 2 contains 47864 members 
Entering Unmasked Estep 
Score: -14918893.000000 Penalty: 3799.810303
	Iteration 19Q: 3 clusters Score -1.491889e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71591 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -14918989.000000 Penalty: 3799.810303
	Iteration 20F: 3 clusters Score -1.491899e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71497 members 
Mstep: Class 2 contains 48081 members 
Entering Unmasked Estep 
Score: -14919070.000000 Penalty: 3799.810303
	Iteration 21Q: 3 clusters Score -1.491907e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71414 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -14919193.000000 Penalty: 3799.810303
	Iteration 22Q: 3 clusters Score -1.491919e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71269 members 
Mstep: Class 2 contains 48309 members 
Entering Unmasked Estep 
Score: -14919274.000000 Penalty: 3799.810303
	Iteration 23Q: 3 clusters Score -1.491927e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71148 members 
Mstep: Class 2 contains 48430 members 
Entering Unmasked Estep 
Score: -14919350.000000 Penalty: 3799.810303
	Iteration 24Q: 3 clusters Score -1.491935e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71026 members 
Mstep: Class 2 contains 48552 members 
Entering Unmasked Estep 
Score: -14919499.000000 Penalty: 3799.810303
	Iteration 25Q: 3 clusters Score -1.49195e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70881 members 
Mstep: Class 2 contains 48697 members 
Entering Unmasked Estep 
Score: -14919523.000000 Penalty: 3799.810303
	Iteration 26Q: 3 clusters Score -1.491952e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70766 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -14919600.000000 Penalty: 3799.810303
	Iteration 27Q: 3 clusters Score -1.49196e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70646 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -14919687.000000 Penalty: 3799.810303
	Iteration 28Q: 3 clusters Score -1.491969e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70549 members 
Mstep: Class 2 contains 49029 members 
Entering Unmasked Estep 
Score: -14919762.000000 Penalty: 3799.810303
	Iteration 29Q: 3 clusters Score -1.491976e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70457 members 
Mstep: Class 2 contains 49121 members 
Entering Unmasked Estep 
Score: -14919771.000000 Penalty: 3799.810303
	Iteration 30Q: 3 clusters Score -1.491977e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70370 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
Score: -14919760.000000 Penalty: 3799.810303
	Iteration 31Q: 3 clusters Score -1.491976e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70249 members 
Mstep: Class 2 contains 49329 members 
Entering Unmasked Estep 
Score: -14919722.000000 Penalty: 3799.810303
	Iteration 32Q: 3 clusters Score -1.491972e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70156 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -14919791.000000 Penalty: 3799.810303
	Iteration 33Q: 3 clusters Score -1.491979e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70068 members 
Mstep: Class 2 contains 49510 members 
Entering Unmasked Estep 
Score: -14919757.000000 Penalty: 3799.810303
	Iteration 34Q: 3 clusters Score -1.491976e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69988 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
Score: -14919793.000000 Penalty: 3799.810303
	Iteration 35Q: 3 clusters Score -1.491979e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69913 members 
Mstep: Class 2 contains 49665 members 
Entering Unmasked Estep 
Score: -14919783.000000 Penalty: 3799.810303
	Iteration 36Q: 3 clusters Score -1.491978e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69853 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -14919793.000000 Penalty: 3799.810303
	Iteration 37Q: 3 clusters Score -1.491979e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69799 members 
Mstep: Class 2 contains 49779 members 
Entering Unmasked Estep 
Score: -14919799.000000 Penalty: 3799.810303
	Iteration 38Q: 3 clusters Score -1.49198e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69737 members 
Mstep: Class 2 contains 49841 members 
Entering Unmasked Estep 
Score: -14919852.000000 Penalty: 3799.810303
	Iteration 39Q: 3 clusters Score -1.491985e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69712 members 
Mstep: Class 2 contains 49866 members 
Entering Unmasked Estep 
Score: -14919847.000000 Penalty: 3799.810303
	Iteration 40F: 3 clusters Score -1.491985e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69669 members 
Mstep: Class 2 contains 49909 members 
Entering Unmasked Estep 
Score: -14919859.000000 Penalty: 3799.810303
	Iteration 41Q: 3 clusters Score -1.491986e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69646 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -14919872.000000 Penalty: 3799.810303
	Iteration 42Q: 3 clusters Score -1.491987e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69641 members 
Mstep: Class 2 contains 49937 members 
Entering Unmasked Estep 
Score: -14919908.000000 Penalty: 3799.810303
	Iteration 43Q: 3 clusters Score -1.491991e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69618 members 
Mstep: Class 2 contains 49960 members 
Entering Unmasked Estep 
Score: -14919928.000000 Penalty: 3799.810303
	Iteration 44Q: 3 clusters Score -1.491993e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69581 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -14919922.000000 Penalty: 3799.810303
	Iteration 45Q: 3 clusters Score -1.491992e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69546 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -14919921.000000 Penalty: 3799.810303
	Iteration 46Q: 3 clusters Score -1.491992e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69504 members 
Mstep: Class 2 contains 50074 members 
Entering Unmasked Estep 
Score: -14919932.000000 Penalty: 3799.810303
	Iteration 47Q: 3 clusters Score -1.491993e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69449 members 
Mstep: Class 2 contains 50129 members 
Entering Unmasked Estep 
Score: -14919949.000000 Penalty: 3799.810303
	Iteration 48Q: 3 clusters Score -1.491995e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69401 members 
Mstep: Class 2 contains 50177 members 
Entering Unmasked Estep 
Score: -14919962.000000 Penalty: 3799.810303
	Iteration 49Q: 3 clusters Score -1.491996e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69354 members 
Mstep: Class 2 contains 50224 members 
Entering Unmasked Estep 
Score: -14919969.000000 Penalty: 3799.810303
	Iteration 50Q: 3 clusters Score -1.491997e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69314 members 
Mstep: Class 2 contains 50264 members 
Entering Unmasked Estep 
Score: -14919942.000000 Penalty: 3799.810303
	Iteration 51Q: 3 clusters Score -1.491994e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69273 members 
Mstep: Class 2 contains 50305 members 
Entering Unmasked Estep 
Score: -14919915.000000 Penalty: 3799.810303
	Iteration 52Q: 3 clusters Score -1.491992e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69220 members 
Mstep: Class 2 contains 50358 members 
Entering Unmasked Estep 
Score: -14919905.000000 Penalty: 3799.810303
	Iteration 53Q: 3 clusters Score -1.49199e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69170 members 
Mstep: Class 2 contains 50408 members 
Entering Unmasked Estep 
Score: -14919905.000000 Penalty: 3799.810303
	Iteration 54Q: 3 clusters Score -1.49199e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69122 members 
Mstep: Class 2 contains 50456 members 
Entering Unmasked Estep 
Score: -14919910.000000 Penalty: 3799.810303
	Iteration 55Q: 3 clusters Score -1.491991e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69085 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
Score: -14919889.000000 Penalty: 3799.810303
	Iteration 56Q: 3 clusters Score -1.491989e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69037 members 
Mstep: Class 2 contains 50541 members 
Entering Unmasked Estep 
Score: -14919861.000000 Penalty: 3799.810303
	Iteration 57Q: 3 clusters Score -1.491986e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68993 members 
Mstep: Class 2 contains 50585 members 
Entering Unmasked Estep 
Score: -14919873.000000 Penalty: 3799.810303
	Iteration 58Q: 3 clusters Score -1.491987e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68939 members 
Mstep: Class 2 contains 50639 members 
Entering Unmasked Estep 
Score: -14919854.000000 Penalty: 3799.810303
	Iteration 59Q: 3 clusters Score -1.491985e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68902 members 
Mstep: Class 2 contains 50676 members 
Entering Unmasked Estep 
Score: -14919849.000000 Penalty: 3799.810303
	Iteration 60F: 3 clusters Score -1.491985e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68867 members 
Mstep: Class 2 contains 50711 members 
Entering Unmasked Estep 
Score: -14919851.000000 Penalty: 3799.810303
	Iteration 61Q: 3 clusters Score -1.491985e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68836 members 
Mstep: Class 2 contains 50742 members 
Entering Unmasked Estep 
Score: -14919853.000000 Penalty: 3799.810303
	Iteration 62Q: 3 clusters Score -1.491985e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68802 members 
Mstep: Class 2 contains 50776 members 
Entering Unmasked Estep 
Score: -14919853.000000 Penalty: 3799.810303
	Iteration 63Q: 3 clusters Score -1.491985e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68765 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -14919849.000000 Penalty: 3799.810303
	Iteration 64Q: 3 clusters Score -1.491985e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Mstep: Class 2 contains 50847 members 
Entering Unmasked Estep 
Score: -14919837.000000 Penalty: 3799.810303
	Iteration 65Q: 3 clusters Score -1.491984e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68707 members 
Mstep: Class 2 contains 50871 members 
Entering Unmasked Estep 
Score: -14919829.000000 Penalty: 3799.810303
	Iteration 66Q: 3 clusters Score -1.491983e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68689 members 
Mstep: Class 2 contains 50889 members 
Entering Unmasked Estep 
Score: -14919838.000000 Penalty: 3799.810303
	Iteration 67Q: 3 clusters Score -1.491984e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68670 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -14919849.000000 Penalty: 3799.810303
	Iteration 68Q: 3 clusters Score -1.491985e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68652 members 
Mstep: Class 2 contains 50926 members 
Entering Unmasked Estep 
Score: -14919833.000000 Penalty: 3799.810303
	Iteration 69Q: 3 clusters Score -1.491983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68642 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -14919823.000000 Penalty: 3799.810303
	Iteration 70Q: 3 clusters Score -1.491982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68635 members 
Mstep: Class 2 contains 50943 members 
Entering Unmasked Estep 
Score: -14919826.000000 Penalty: 3799.810303
	Iteration 71Q: 3 clusters Score -1.491983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68628 members 
Mstep: Class 2 contains 50950 members 
Entering Unmasked Estep 
Score: -14919821.000000 Penalty: 3799.810303
	Iteration 72Q: 3 clusters Score -1.491982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68624 members 
Mstep: Class 2 contains 50954 members 
Entering Unmasked Estep 
Score: -14919821.000000 Penalty: 3799.810303
	Iteration 73Q: 3 clusters Score -1.491982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68620 members 
Mstep: Class 2 contains 50958 members 
Entering Unmasked Estep 
Score: -14919826.000000 Penalty: 3799.810303
	Iteration 74Q: 3 clusters Score -1.491983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68613 members 
Mstep: Class 2 contains 50965 members 
Entering Unmasked Estep 
Score: -14919818.000000 Penalty: 3799.810303
	Iteration 75Q: 3 clusters Score -1.491982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68611 members 
Mstep: Class 2 contains 50967 members 
Entering Unmasked Estep 
Score: -14919814.000000 Penalty: 3799.810303
	Iteration 76Q: 3 clusters Score -1.491981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68605 members 
Mstep: Class 2 contains 50973 members 
Entering Unmasked Estep 
Score: -14919808.000000 Penalty: 3799.810303
	Iteration 77Q: 3 clusters Score -1.491981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68602 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -14919800.000000 Penalty: 3799.810303
	Iteration 78Q: 3 clusters Score -1.49198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68598 members 
Mstep: Class 2 contains 50980 members 
Entering Unmasked Estep 
Score: -14919806.000000 Penalty: 3799.810303
	Iteration 79Q: 3 clusters Score -1.491981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68593 members 
Mstep: Class 2 contains 50985 members 
Entering Unmasked Estep 
Score: -14919810.000000 Penalty: 3799.810303
	Iteration 80F: 3 clusters Score -1.491981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68591 members 
Mstep: Class 2 contains 50987 members 
Entering Unmasked Estep 
Score: -14919806.000000 Penalty: 3799.810303
	Iteration 81Q: 3 clusters Score -1.491981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68591 members 
Mstep: Class 2 contains 50987 members 
Entering Unmasked Estep 
Score: -14919806.000000 Penalty: 3799.810303
	Iteration 82F: 3 clusters Score -1.491981e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Entering Unmasked Estep 
Score: -767292.812500 Penalty: 1427.575684
	Iteration 0F: 2 clusters Score -767292.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -762285.125000 Penalty: 2855.151367
	Iteration 0F: 3 clusters Score -762285.1 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -763923.312500 Penalty: 2855.151367
	Iteration 1F: 3 clusters Score -763923.3 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -764528.875000 Penalty: 2855.151367
	Iteration 2F: 3 clusters Score -764528.9 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -765184.937500 Penalty: 2855.151367
	Iteration 3F: 3 clusters Score -765184.9 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -765705.812500 Penalty: 2855.151367
	Iteration 4F: 3 clusters Score -765705.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -766079.812500 Penalty: 2855.151367
	Iteration 5F: 3 clusters Score -766079.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -766401.875000 Penalty: 2855.151367
	Iteration 6F: 3 clusters Score -766401.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -766683.250000 Penalty: 2855.151367
	Iteration 7Q: 3 clusters Score -766683.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -766918.625000 Penalty: 2855.151367
	Iteration 8Q: 3 clusters Score -766918.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -767118.187500 Penalty: 2855.151367
	Iteration 9Q: 3 clusters Score -767118.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -767314.625000 Penalty: 2855.151367
	Iteration 10Q: 3 clusters Score -767314.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -767474.875000 Penalty: 2855.151367
	Iteration 11Q: 3 clusters Score -767474.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -767575.437500 Penalty: 2855.151367
	Iteration 12Q: 3 clusters Score -767575.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -767632.562500 Penalty: 2855.151367
	Iteration 13Q: 3 clusters Score -767632.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -767661.375000 Penalty: 2855.151367
	Iteration 14Q: 3 clusters Score -767661.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -767673.937500 Penalty: 2855.151367
	Iteration 15Q: 3 clusters Score -767673.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -767679.812500 Penalty: 2855.151367
	Iteration 16Q: 3 clusters Score -767679.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -767687.875000 Penalty: 2855.151367
	Iteration 17Q: 3 clusters Score -767687.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -767691.687500 Penalty: 2855.151367
	Iteration 18Q: 3 clusters Score -767691.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -767697.625000 Penalty: 2855.151367
	Iteration 19Q: 3 clusters Score -767697.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -767700.187500 Penalty: 2855.151367
	Iteration 20F: 3 clusters Score -767700.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -767703.562500 Penalty: 2855.151367
	Iteration 21Q: 3 clusters Score -767703.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -767708.500000 Penalty: 2855.151367
	Iteration 22Q: 3 clusters Score -767708.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -767711.062500 Penalty: 2855.151367
	Iteration 23Q: 3 clusters Score -767711.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -767711.562500 Penalty: 2855.151367
	Iteration 24Q: 3 clusters Score -767711.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -767713.312500 Penalty: 2855.151367
	Iteration 25Q: 3 clusters Score -767713.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -767714.375000 Penalty: 2855.151367
	Iteration 26Q: 3 clusters Score -767714.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -767715.187500 Penalty: 2855.151367
	Iteration 27Q: 3 clusters Score -767715.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -767715.187500 Penalty: 2855.151367
	Iteration 28Q: 3 clusters Score -767715.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -767716.750000 Penalty: 2855.151367
	Iteration 29Q: 3 clusters Score -767716.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -767715.812500 Penalty: 2855.151367
	Iteration 30Q: 3 clusters Score -767715.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -767715.812500 Penalty: 2855.151367
	Iteration 31F: 3 clusters Score -767715.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 119578 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9431 members 
Mstep: Class 6 contains 40833 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6962 members 
Mstep: Class 9 contains 87552 members 
Mstep: Class 10 contains 80834 members 
Mstep: Class 11 contains 101178 members 
Mstep: Class 12 contains 55156 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 97029 members 
Mstep: Class 15 contains 3065 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 3495 members 
Mstep: Class 20 contains 21461 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10099 members 
Mstep: Class 25 contains 102078 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6731 members 
Mstep: Class 28 contains 3203 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13958 members 
Mstep: Class 34 contains 10173 members 
Mstep: Class 35 contains 9749 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91883 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7624 members 
Mstep: Class 41 contains 1700 members 
Mstep: Class 42 contains 5092 members 
Entering Unmasked Estep 
Score: -111779968.000000 Penalty: 93710.203125
Splitting cluster 3 changes total score from -111780552.000000 to -111779968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -39068.027344 Penalty: 956.039856
	Iteration 0F: 2 clusters Score -39068.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38139.121094 Penalty: 1912.079712
	Iteration 0F: 3 clusters Score -38139.12 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38282.378906 Penalty: 1912.079712
	Iteration 1F: 3 clusters Score -38282.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38327.621094 Penalty: 1912.079712
	Iteration 2F: 3 clusters Score -38327.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -38352.886719 Penalty: 1912.079712
	Iteration 3Q: 3 clusters Score -38352.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -38383.988281 Penalty: 1912.079712
	Iteration 4Q: 3 clusters Score -38383.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -38422.421875 Penalty: 1912.079712
	Iteration 5Q: 3 clusters Score -38422.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38465.957031 Penalty: 1912.079712
	Iteration 6Q: 3 clusters Score -38465.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -38500.992188 Penalty: 1912.079712
	Iteration 7Q: 3 clusters Score -38500.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -38519.101562 Penalty: 1912.079712
	Iteration 8Q: 3 clusters Score -38519.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -38522.585938 Penalty: 1912.079712
	Iteration 9Q: 3 clusters Score -38522.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -38523.292969 Penalty: 1912.079712
	Iteration 10Q: 3 clusters Score -38523.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -38523.292969 Penalty: 1912.079712
	Iteration 11F: 3 clusters Score -38523.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -1176710.000000 Penalty: 1487.160522
	Iteration 0F: 2 clusters Score -1176710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1169894.875000 Penalty: 2974.321045
	Iteration 0F: 3 clusters Score -1169895 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1172126.000000 Penalty: 2974.321045
	Iteration 1F: 3 clusters Score -1172126 nChanged 655
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: -1172506.000000 Penalty: 2974.321045
	Iteration 2F: 3 clusters Score -1172506 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1172833.875000 Penalty: 2974.321045
	Iteration 3F: 3 clusters Score -1172834 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1173084.500000 Penalty: 2974.321045
	Iteration 4F: 3 clusters Score -1173084 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1173301.000000 Penalty: 2974.321045
	Iteration 5Q: 3 clusters Score -1173301 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1173485.625000 Penalty: 2974.321045
	Iteration 6Q: 3 clusters Score -1173486 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1173613.250000 Penalty: 2974.321045
	Iteration 7Q: 3 clusters Score -1173613 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1173729.125000 Penalty: 2974.321045
	Iteration 8Q: 3 clusters Score -1173729 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1173845.375000 Penalty: 2974.321045
	Iteration 9Q: 3 clusters Score -1173845 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1173964.875000 Penalty: 2974.321045
	Iteration 10Q: 3 clusters Score -1173965 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1174094.125000 Penalty: 2974.321045
	Iteration 11Q: 3 clusters Score -1174094 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1174269.375000 Penalty: 2974.321045
	Iteration 12Q: 3 clusters Score -1174269 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1174497.125000 Penalty: 2974.321045
	Iteration 13Q: 3 clusters Score -1174497 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1174707.250000 Penalty: 2974.321045
	Iteration 14Q: 3 clusters Score -1174707 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1174911.250000 Penalty: 2974.321045
	Iteration 15Q: 3 clusters Score -1174911 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1175091.500000 Penalty: 2974.321045
	Iteration 16Q: 3 clusters Score -1175092 nChanged 300
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: -1175254.375000 Penalty: 2974.321045
	Iteration 17Q: 3 clusters Score -1175254 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1175401.875000 Penalty: 2974.321045
	Iteration 18Q: 3 clusters Score -1175402 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1175510.750000 Penalty: 2974.321045
	Iteration 19Q: 3 clusters Score -1175511 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1175588.750000 Penalty: 2974.321045
	Iteration 20F: 3 clusters Score -1175589 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1175625.375000 Penalty: 2974.321045
	Iteration 21Q: 3 clusters Score -1175625 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1175657.250000 Penalty: 2974.321045
	Iteration 22Q: 3 clusters Score -1175657 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1175666.500000 Penalty: 2974.321045
	Iteration 23Q: 3 clusters Score -1175666 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1175678.750000 Penalty: 2974.321045
	Iteration 24Q: 3 clusters Score -1175679 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1175680.750000 Penalty: 2974.321045
	Iteration 25Q: 3 clusters Score -1175681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1175683.500000 Penalty: 2974.321045
	Iteration 26Q: 3 clusters Score -1175684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1175687.500000 Penalty: 2974.321045
	Iteration 27Q: 3 clusters Score -1175688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1175693.625000 Penalty: 2974.321045
	Iteration 28Q: 3 clusters Score -1175694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1175698.375000 Penalty: 2974.321045
	Iteration 29Q: 3 clusters Score -1175698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1175701.250000 Penalty: 2974.321045
	Iteration 30Q: 3 clusters Score -1175701 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1175703.000000 Penalty: 2974.321045
	Iteration 31Q: 3 clusters Score -1175703 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1175710.875000 Penalty: 2974.321045
	Iteration 32Q: 3 clusters Score -1175711 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1175711.250000 Penalty: 2974.321045
	Iteration 33Q: 3 clusters Score -1175711 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1175714.250000 Penalty: 2974.321045
	Iteration 34Q: 3 clusters Score -1175714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1175718.500000 Penalty: 2974.321045
	Iteration 35Q: 3 clusters Score -1175718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1175724.250000 Penalty: 2974.321045
	Iteration 36Q: 3 clusters Score -1175724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1175725.125000 Penalty: 2974.321045
	Iteration 37Q: 3 clusters Score -1175725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1175728.500000 Penalty: 2974.321045
	Iteration 38Q: 3 clusters Score -1175728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1175729.125000 Penalty: 2974.321045
	Iteration 39Q: 3 clusters Score -1175729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1175733.375000 Penalty: 2974.321045
	Iteration 40F: 3 clusters Score -1175733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1175734.375000 Penalty: 2974.321045
	Iteration 41Q: 3 clusters Score -1175734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1175732.375000 Penalty: 2974.321045
	Iteration 42Q: 3 clusters Score -1175732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1175732.000000 Penalty: 2974.321045
	Iteration 43Q: 3 clusters Score -1175732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1175732.125000 Penalty: 2974.321045
	Iteration 44Q: 3 clusters Score -1175732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1175732.750000 Penalty: 2974.321045
	Iteration 45Q: 3 clusters Score -1175733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1175734.000000 Penalty: 2974.321045
	Iteration 46Q: 3 clusters Score -1175734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1175735.625000 Penalty: 2974.321045
	Iteration 47Q: 3 clusters Score -1175736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1175738.500000 Penalty: 2974.321045
	Iteration 48Q: 3 clusters Score -1175738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1175736.125000 Penalty: 2974.321045
	Iteration 49Q: 3 clusters Score -1175736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1175738.000000 Penalty: 2974.321045
	Iteration 50Q: 3 clusters Score -1175738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1175738.250000 Penalty: 2974.321045
	Iteration 51Q: 3 clusters Score -1175738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1175738.000000 Penalty: 2974.321045
	Iteration 52Q: 3 clusters Score -1175738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1175736.250000 Penalty: 2974.321045
	Iteration 53Q: 3 clusters Score -1175736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1175736.625000 Penalty: 2974.321045
	Iteration 54Q: 3 clusters Score -1175737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1175737.500000 Penalty: 2974.321045
	Iteration 55Q: 3 clusters Score -1175738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1175737.750000 Penalty: 2974.321045
	Iteration 56Q: 3 clusters Score -1175738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1175736.750000 Penalty: 2974.321045
	Iteration 57Q: 3 clusters Score -1175737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1175737.625000 Penalty: 2974.321045
	Iteration 58Q: 3 clusters Score -1175738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1175737.625000 Penalty: 2974.321045
	Iteration 59Q: 3 clusters Score -1175738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1175739.000000 Penalty: 2974.321045
	Iteration 60F: 3 clusters Score -1175739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (40833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Entering Unmasked Estep 
Score: -4945478.500000 Penalty: 1725.302368
	Iteration 0F: 2 clusters Score -4945478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -4918142.500000 Penalty: 3450.604736
	Iteration 0F: 3 clusters Score -4918142 nChanged 19057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -4929589.500000 Penalty: 3450.604736
	Iteration 1F: 3 clusters Score -4929590 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -4930716.500000 Penalty: 3450.604736
	Iteration 2F: 3 clusters Score -4930716 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -4931746.500000 Penalty: 3450.604736
	Iteration 3F: 3 clusters Score -4931746 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -4932651.500000 Penalty: 3450.604736
	Iteration 4F: 3 clusters Score -4932652 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -4933403.000000 Penalty: 3450.604736
	Iteration 5Q: 3 clusters Score -4933403 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -4934056.500000 Penalty: 3450.604736
	Iteration 6Q: 3 clusters Score -4934056 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -4934636.500000 Penalty: 3450.604736
	Iteration 7Q: 3 clusters Score -4934636 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -4935143.000000 Penalty: 3450.604736
	Iteration 8Q: 3 clusters Score -4935143 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -4935525.500000 Penalty: 3450.604736
	Iteration 9Q: 3 clusters Score -4935526 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -4935924.500000 Penalty: 3450.604736
	Iteration 10Q: 3 clusters Score -4935924 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -4936307.500000 Penalty: 3450.604736
	Iteration 11Q: 3 clusters Score -4936308 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -4936750.500000 Penalty: 3450.604736
	Iteration 12Q: 3 clusters Score -4936750 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -4937330.500000 Penalty: 3450.604736
	Iteration 13Q: 3 clusters Score -4937330 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -4937907.000000 Penalty: 3450.604736
	Iteration 14Q: 3 clusters Score -4937907 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -4938628.000000 Penalty: 3450.604736
	Iteration 15Q: 3 clusters Score -4938628 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -4939402.000000 Penalty: 3450.604736
	Iteration 16Q: 3 clusters Score -4939402 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -4940287.500000 Penalty: 3450.604736
	Iteration 17Q: 3 clusters Score -4940288 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -4941188.000000 Penalty: 3450.604736
	Iteration 18Q: 3 clusters Score -4941188 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -4941942.500000 Penalty: 3450.604736
	Iteration 19Q: 3 clusters Score -4941942 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -4942501.500000 Penalty: 3450.604736
	Iteration 20F: 3 clusters Score -4942502 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -4942915.500000 Penalty: 3450.604736
	Iteration 21Q: 3 clusters Score -4942916 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4943272.500000 Penalty: 3450.604736
	Iteration 22Q: 3 clusters Score -4943272 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4943508.000000 Penalty: 3450.604736
	Iteration 23Q: 3 clusters Score -4943508 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4943648.500000 Penalty: 3450.604736
	Iteration 24Q: 3 clusters Score -4943648 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4943789.000000 Penalty: 3450.604736
	Iteration 25Q: 3 clusters Score -4943789 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4943869.000000 Penalty: 3450.604736
	Iteration 26Q: 3 clusters Score -4943869 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4943947.500000 Penalty: 3450.604736
	Iteration 27Q: 3 clusters Score -4943948 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4944121.500000 Penalty: 3450.604736
	Iteration 28Q: 3 clusters Score -4944122 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4944524.500000 Penalty: 3450.604736
	Iteration 29Q: 3 clusters Score -4944524 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4944630.500000 Penalty: 3450.604736
	Iteration 30Q: 3 clusters Score -4944630 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4944661.000000 Penalty: 3450.604736
	Iteration 31Q: 3 clusters Score -4944661 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4944673.500000 Penalty: 3450.604736
	Iteration 32Q: 3 clusters Score -4944674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4944684.000000 Penalty: 3450.604736
	Iteration 33Q: 3 clusters Score -4944684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4944679.500000 Penalty: 3450.604736
	Iteration 34Q: 3 clusters Score -4944680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4944683.000000 Penalty: 3450.604736
	Iteration 35Q: 3 clusters Score -4944683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4944683.000000 Penalty: 3450.604736
	Iteration 36Q: 3 clusters Score -4944683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4944683.000000 Penalty: 3450.604736
	Iteration 37Q: 3 clusters Score -4944683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4944683.000000 Penalty: 3450.604736
	Iteration 38F: 3 clusters Score -4944683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -18758.425781 Penalty: 948.156738
	Iteration 0F: 2 clusters Score -18758.43 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 169 members 
Entering Unmasked Estep 
Score: -17947.023438 Penalty: 1896.313477
	Iteration 0F: 3 clusters Score -17947.02 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18221.400391 Penalty: 1896.313477
	Iteration 1F: 3 clusters Score -18221.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18404.919922 Penalty: 1896.313477
	Iteration 2F: 3 clusters Score -18404.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18523.933594 Penalty: 1896.313477
	Iteration 3Q: 3 clusters Score -18523.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18610.404297 Penalty: 1896.313477
	Iteration 4Q: 3 clusters Score -18610.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18641.947266 Penalty: 1896.313477
	Iteration 5Q: 3 clusters Score -18641.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18651.845703 Penalty: 1896.313477
	Iteration 6Q: 3 clusters Score -18651.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18654.335938 Penalty: 1896.313477
	Iteration 7Q: 3 clusters Score -18654.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18656.826172 Penalty: 1896.313477
	Iteration 8Q: 3 clusters Score -18656.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18657.337891 Penalty: 1896.313477
	Iteration 9Q: 3 clusters Score -18657.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18658.841797 Penalty: 1896.313477
	Iteration 10Q: 3 clusters Score -18658.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18661.671875 Penalty: 1896.313477
	Iteration 11F: 3 clusters Score -18661.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18683.937500 Penalty: 1896.313477
	Iteration 12Q: 3 clusters Score -18683.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18685.382812 Penalty: 1896.313477
	Iteration 13Q: 3 clusters Score -18685.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18694.101562 Penalty: 1896.313477
	Iteration 14Q: 3 clusters Score -18694.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18700.636719 Penalty: 1896.313477
	Iteration 15Q: 3 clusters Score -18700.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18711.964844 Penalty: 1896.313477
	Iteration 16Q: 3 clusters Score -18711.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18713.634766 Penalty: 1896.313477
	Iteration 17Q: 3 clusters Score -18713.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18718.660156 Penalty: 1896.313477
	Iteration 18Q: 3 clusters Score -18718.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18721.833984 Penalty: 1896.313477
	Iteration 19Q: 3 clusters Score -18721.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18722.949219 Penalty: 1896.313477
	Iteration 20F: 3 clusters Score -18722.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Entering Unmasked Estep 
Score: -828130.375000 Penalty: 1437.836060
	Iteration 0F: 2 clusters Score -828130.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -822894.812500 Penalty: 2875.672119
	Iteration 0F: 3 clusters Score -822894.8 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -824521.875000 Penalty: 2875.672119
	Iteration 1F: 3 clusters Score -824521.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -824863.500000 Penalty: 2875.672119
	Iteration 2F: 3 clusters Score -824863.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -825139.562500 Penalty: 2875.672119
	Iteration 3F: 3 clusters Score -825139.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -825359.812500 Penalty: 2875.672119
	Iteration 4F: 3 clusters Score -825359.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -825555.125000 Penalty: 2875.672119
	Iteration 5Q: 3 clusters Score -825555.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -825745.687500 Penalty: 2875.672119
	Iteration 6Q: 3 clusters Score -825745.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -825956.312500 Penalty: 2875.672119
	Iteration 7Q: 3 clusters Score -825956.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -826158.312500 Penalty: 2875.672119
	Iteration 8Q: 3 clusters Score -826158.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -826327.062500 Penalty: 2875.672119
	Iteration 9Q: 3 clusters Score -826327.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -826454.812500 Penalty: 2875.672119
	Iteration 10Q: 3 clusters Score -826454.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -826570.187500 Penalty: 2875.672119
	Iteration 11Q: 3 clusters Score -826570.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -826673.187500 Penalty: 2875.672119
	Iteration 12Q: 3 clusters Score -826673.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -826752.812500 Penalty: 2875.672119
	Iteration 13Q: 3 clusters Score -826752.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -826814.750000 Penalty: 2875.672119
	Iteration 14Q: 3 clusters Score -826814.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -826876.500000 Penalty: 2875.672119
	Iteration 15Q: 3 clusters Score -826876.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -826927.375000 Penalty: 2875.672119
	Iteration 16Q: 3 clusters Score -826927.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -826969.375000 Penalty: 2875.672119
	Iteration 17Q: 3 clusters Score -826969.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -827018.562500 Penalty: 2875.672119
	Iteration 18Q: 3 clusters Score -827018.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -827063.125000 Penalty: 2875.672119
	Iteration 19Q: 3 clusters Score -827063.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -827099.812500 Penalty: 2875.672119
	Iteration 20F: 3 clusters Score -827099.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -827130.562500 Penalty: 2875.672119
	Iteration 21Q: 3 clusters Score -827130.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -827149.937500 Penalty: 2875.672119
	Iteration 22Q: 3 clusters Score -827149.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -827162.312500 Penalty: 2875.672119
	Iteration 23Q: 3 clusters Score -827162.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -827177.687500 Penalty: 2875.672119
	Iteration 24Q: 3 clusters Score -827177.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -827188.312500 Penalty: 2875.672119
	Iteration 25Q: 3 clusters Score -827188.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -827194.375000 Penalty: 2875.672119
	Iteration 26Q: 3 clusters Score -827194.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -827198.250000 Penalty: 2875.672119
	Iteration 27Q: 3 clusters Score -827198.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -827200.187500 Penalty: 2875.672119
	Iteration 28Q: 3 clusters Score -827200.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -827201.687500 Penalty: 2875.672119
	Iteration 29Q: 3 clusters Score -827201.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -827202.937500 Penalty: 2875.672119
	Iteration 30Q: 3 clusters Score -827202.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -827205.250000 Penalty: 2875.672119
	Iteration 31Q: 3 clusters Score -827205.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -827207.812500 Penalty: 2875.672119
	Iteration 32Q: 3 clusters Score -827207.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -827209.625000 Penalty: 2875.672119
	Iteration 33Q: 3 clusters Score -827209.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -827212.500000 Penalty: 2875.672119
	Iteration 34Q: 3 clusters Score -827212.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -827215.875000 Penalty: 2875.672119
	Iteration 35Q: 3 clusters Score -827215.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -827214.812500 Penalty: 2875.672119
	Iteration 36Q: 3 clusters Score -827214.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -827215.937500 Penalty: 2875.672119
	Iteration 37Q: 3 clusters Score -827215.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -827217.375000 Penalty: 2875.672119
	Iteration 38Q: 3 clusters Score -827217.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -827221.625000 Penalty: 2875.672119
	Iteration 39Q: 3 clusters Score -827221.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -827231.312500 Penalty: 2875.672119
	Iteration 40F: 3 clusters Score -827231.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -827233.500000 Penalty: 2875.672119
	Iteration 41Q: 3 clusters Score -827233.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -827239.750000 Penalty: 2875.672119
	Iteration 42Q: 3 clusters Score -827239.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -827240.125000 Penalty: 2875.672119
	Iteration 43Q: 3 clusters Score -827240.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -827240.937500 Penalty: 2875.672119
	Iteration 44Q: 3 clusters Score -827240.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -827240.937500 Penalty: 2875.672119
	Iteration 45F: 3 clusters Score -827240.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (87552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87552 members 
Entering Unmasked Estep 
Score: -11069637.000000 Penalty: 1849.248047
	Iteration 0F: 2 clusters Score -1.106964e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -11011542.000000 Penalty: 3698.496094
	Iteration 0F: 3 clusters Score -1.101154e+07 nChanged 41738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -11035701.000000 Penalty: 3698.496094
	Iteration 1F: 3 clusters Score -1.10357e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 38743 members 
Entering Unmasked Estep 
Score: -11036511.000000 Penalty: 3698.496094
	Iteration 2Q: 3 clusters Score -1.103651e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51559 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -11037621.000000 Penalty: 3698.496094
	Iteration 3Q: 3 clusters Score -1.103762e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55562 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -11039703.000000 Penalty: 3698.496094
	Iteration 4Q: 3 clusters Score -1.10397e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61153 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -11043490.000000 Penalty: 3698.496094
	Iteration 5F: 3 clusters Score -1.104349e+07 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68379 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -11049422.000000 Penalty: 3698.496094
	Iteration 6F: 3 clusters Score -1.104942e+07 nChanged 7702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76075 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -11056572.000000 Penalty: 3698.496094
	Iteration 7F: 3 clusters Score -1.105657e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82351 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -11062923.000000 Penalty: 3698.496094
	Iteration 8F: 3 clusters Score -1.106292e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85745 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -11066175.000000 Penalty: 3698.496094
	Iteration 9Q: 3 clusters Score -1.106618e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86975 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -11067393.000000 Penalty: 3698.496094
	Iteration 10Q: 3 clusters Score -1.106739e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87316 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -11067775.000000 Penalty: 3698.496094
	Iteration 11Q: 3 clusters Score -1.106778e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87385 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11067849.000000 Penalty: 3698.496094
	Iteration 12Q: 3 clusters Score -1.106785e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87402 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11067891.000000 Penalty: 3698.496094
	Iteration 13Q: 3 clusters Score -1.106789e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87406 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11067905.000000 Penalty: 3698.496094
	Iteration 14Q: 3 clusters Score -1.10679e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87408 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11067926.000000 Penalty: 3698.496094
	Iteration 15Q: 3 clusters Score -1.106793e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87411 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11067941.000000 Penalty: 3698.496094
	Iteration 16Q: 3 clusters Score -1.106794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87415 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11067964.000000 Penalty: 3698.496094
	Iteration 17Q: 3 clusters Score -1.106796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87419 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11067978.000000 Penalty: 3698.496094
	Iteration 18Q: 3 clusters Score -1.106798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87418 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11067995.000000 Penalty: 3698.496094
	Iteration 19Q: 3 clusters Score -1.1068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87418 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11068001.000000 Penalty: 3698.496094
	Iteration 20F: 3 clusters Score -1.1068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87419 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11068006.000000 Penalty: 3698.496094
	Iteration 21Q: 3 clusters Score -1.106801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87419 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11068006.000000 Penalty: 3698.496094
	Iteration 22F: 3 clusters Score -1.106801e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (80834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80834 members 
Entering Unmasked Estep 
Score: -9838485.000000 Penalty: 1836.274780
	Iteration 0F: 2 clusters Score -9838485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -9784306.000000 Penalty: 3672.549561
	Iteration 0F: 3 clusters Score -9784306 nChanged 38550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -9806526.000000 Penalty: 3672.549561
	Iteration 1F: 3 clusters Score -9806526 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -9807236.000000 Penalty: 3672.549561
	Iteration 2Q: 3 clusters Score -9807236 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -9807911.000000 Penalty: 3672.549561
	Iteration 3Q: 3 clusters Score -9807911 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -9808755.000000 Penalty: 3672.549561
	Iteration 4Q: 3 clusters Score -9808755 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -9809898.000000 Penalty: 3672.549561
	Iteration 5Q: 3 clusters Score -9809898 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42213 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -9811156.000000 Penalty: 3672.549561
	Iteration 6Q: 3 clusters Score -9811156 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -9812441.000000 Penalty: 3672.549561
	Iteration 7Q: 3 clusters Score -9812441 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -9814039.000000 Penalty: 3672.549561
	Iteration 8Q: 3 clusters Score -9814039 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -9815902.000000 Penalty: 3672.549561
	Iteration 9Q: 3 clusters Score -9815902 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -9818325.000000 Penalty: 3672.549561
	Iteration 10F: 3 clusters Score -9818325 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51677 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -9821161.000000 Penalty: 3672.549561
	Iteration 11F: 3 clusters Score -9821161 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -9823880.000000 Penalty: 3672.549561
	Iteration 12Q: 3 clusters Score -9823880 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57216 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -9826474.000000 Penalty: 3672.549561
	Iteration 13Q: 3 clusters Score -9826474 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59446 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -9828502.000000 Penalty: 3672.549561
	Iteration 14Q: 3 clusters Score -9828502 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61367 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -9830460.000000 Penalty: 3672.549561
	Iteration 15Q: 3 clusters Score -9830460 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62878 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -9832300.000000 Penalty: 3672.549561
	Iteration 16Q: 3 clusters Score -9832300 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64031 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -9833778.000000 Penalty: 3672.549561
	Iteration 17Q: 3 clusters Score -9833778 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64908 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -9834308.000000 Penalty: 3672.549561
	Iteration 18Q: 3 clusters Score -9834308 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65695 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -9834680.000000 Penalty: 3672.549561
	Iteration 19Q: 3 clusters Score -9834680 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66452 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -9834980.000000 Penalty: 3672.549561
	Iteration 20F: 3 clusters Score -9834980 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67183 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -9835253.000000 Penalty: 3672.549561
	Iteration 21Q: 3 clusters Score -9835253 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67884 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -9835504.000000 Penalty: 3672.549561
	Iteration 22Q: 3 clusters Score -9835504 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68586 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -9835690.000000 Penalty: 3672.549561
	Iteration 23Q: 3 clusters Score -9835690 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69256 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -9835884.000000 Penalty: 3672.549561
	Iteration 24Q: 3 clusters Score -9835884 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69864 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -9836060.000000 Penalty: 3672.549561
	Iteration 25Q: 3 clusters Score -9836060 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70493 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -9836284.000000 Penalty: 3672.549561
	Iteration 26Q: 3 clusters Score -9836284 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71107 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -9836508.000000 Penalty: 3672.549561
	Iteration 27Q: 3 clusters Score -9836508 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71696 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -9836750.000000 Penalty: 3672.549561
	Iteration 28Q: 3 clusters Score -9836750 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72267 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -9837051.000000 Penalty: 3672.549561
	Iteration 29Q: 3 clusters Score -9837051 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72767 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -9837313.000000 Penalty: 3672.549561
	Iteration 30Q: 3 clusters Score -9837313 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73259 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -9837588.000000 Penalty: 3672.549561
	Iteration 31Q: 3 clusters Score -9837588 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73682 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -9837799.000000 Penalty: 3672.549561
	Iteration 32Q: 3 clusters Score -9837799 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74033 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -9837902.000000 Penalty: 3672.549561
	Iteration 33Q: 3 clusters Score -9837902 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74333 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -9837973.000000 Penalty: 3672.549561
	Iteration 34Q: 3 clusters Score -9837973 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74602 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -9838044.000000 Penalty: 3672.549561
	Iteration 35Q: 3 clusters Score -9838044 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74829 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -9838105.000000 Penalty: 3672.549561
	Iteration 36Q: 3 clusters Score -9838105 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75028 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -9838124.000000 Penalty: 3672.549561
	Iteration 37Q: 3 clusters Score -9838124 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75179 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -9838158.000000 Penalty: 3672.549561
	Iteration 38Q: 3 clusters Score -9838158 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75310 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -9838150.000000 Penalty: 3672.549561
	Iteration 39Q: 3 clusters Score -9838150 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75436 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -9838179.000000 Penalty: 3672.549561
	Iteration 40F: 3 clusters Score -9838179 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75532 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -9838179.000000 Penalty: 3672.549561
	Iteration 41Q: 3 clusters Score -9838179 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75601 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -9838182.000000 Penalty: 3672.549561
	Iteration 42Q: 3 clusters Score -9838182 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75659 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -9838188.000000 Penalty: 3672.549561
	Iteration 43Q: 3 clusters Score -9838188 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75702 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -9838182.000000 Penalty: 3672.549561
	Iteration 44Q: 3 clusters Score -9838182 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75734 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -9838187.000000 Penalty: 3672.549561
	Iteration 45Q: 3 clusters Score -9838187 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75762 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -9838206.000000 Penalty: 3672.549561
	Iteration 46Q: 3 clusters Score -9838206 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75794 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -9838213.000000 Penalty: 3672.549561
	Iteration 47Q: 3 clusters Score -9838213 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75824 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -9838229.000000 Penalty: 3672.549561
	Iteration 48Q: 3 clusters Score -9838229 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75864 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -9838234.000000 Penalty: 3672.549561
	Iteration 49Q: 3 clusters Score -9838234 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75900 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -9838248.000000 Penalty: 3672.549561
	Iteration 50Q: 3 clusters Score -9838248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75929 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -9838247.000000 Penalty: 3672.549561
	Iteration 51Q: 3 clusters Score -9838247 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75951 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -9838257.000000 Penalty: 3672.549561
	Iteration 52Q: 3 clusters Score -9838257 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75973 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -9838262.000000 Penalty: 3672.549561
	Iteration 53Q: 3 clusters Score -9838262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75997 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -9838276.000000 Penalty: 3672.549561
	Iteration 54Q: 3 clusters Score -9838276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76024 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -9838285.000000 Penalty: 3672.549561
	Iteration 55Q: 3 clusters Score -9838285 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76044 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -9838288.000000 Penalty: 3672.549561
	Iteration 56Q: 3 clusters Score -9838288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76072 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -9838298.000000 Penalty: 3672.549561
	Iteration 57Q: 3 clusters Score -9838298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76102 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -9838294.000000 Penalty: 3672.549561
	Iteration 58Q: 3 clusters Score -9838294 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76134 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -9838290.000000 Penalty: 3672.549561
	Iteration 59Q: 3 clusters Score -9838290 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76162 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -9838300.000000 Penalty: 3672.549561
	Iteration 60F: 3 clusters Score -9838300 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76190 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -9838298.000000 Penalty: 3672.549561
	Iteration 61Q: 3 clusters Score -9838298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76205 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -9838306.000000 Penalty: 3672.549561
	Iteration 62Q: 3 clusters Score -9838306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76219 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -9838297.000000 Penalty: 3672.549561
	Iteration 63Q: 3 clusters Score -9838297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76230 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -9838306.000000 Penalty: 3672.549561
	Iteration 64Q: 3 clusters Score -9838306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76242 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -9838307.000000 Penalty: 3672.549561
	Iteration 65Q: 3 clusters Score -9838307 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76262 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -9838314.000000 Penalty: 3672.549561
	Iteration 66Q: 3 clusters Score -9838314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76285 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -9838329.000000 Penalty: 3672.549561
	Iteration 67Q: 3 clusters Score -9838329 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76308 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -9838316.000000 Penalty: 3672.549561
	Iteration 68Q: 3 clusters Score -9838316 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76345 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -9838321.000000 Penalty: 3672.549561
	Iteration 69Q: 3 clusters Score -9838321 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76373 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -9838331.000000 Penalty: 3672.549561
	Iteration 70Q: 3 clusters Score -9838331 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76402 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -9838328.000000 Penalty: 3672.549561
	Iteration 71Q: 3 clusters Score -9838328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76432 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -9838332.000000 Penalty: 3672.549561
	Iteration 72Q: 3 clusters Score -9838332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76452 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -9838346.000000 Penalty: 3672.549561
	Iteration 73Q: 3 clusters Score -9838346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76469 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -9838337.000000 Penalty: 3672.549561
	Iteration 74Q: 3 clusters Score -9838337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76480 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -9838348.000000 Penalty: 3672.549561
	Iteration 75Q: 3 clusters Score -9838348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76494 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -9838348.000000 Penalty: 3672.549561
	Iteration 76Q: 3 clusters Score -9838348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76504 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -9838351.000000 Penalty: 3672.549561
	Iteration 77Q: 3 clusters Score -9838351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76509 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -9838353.000000 Penalty: 3672.549561
	Iteration 78Q: 3 clusters Score -9838353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76512 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -9838355.000000 Penalty: 3672.549561
	Iteration 79Q: 3 clusters Score -9838355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76514 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -9838350.000000 Penalty: 3672.549561
	Iteration 80F: 3 clusters Score -9838350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76516 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -9838360.000000 Penalty: 3672.549561
	Iteration 81Q: 3 clusters Score -9838360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76518 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -9838355.000000 Penalty: 3672.549561
	Iteration 82Q: 3 clusters Score -9838355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76521 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -9838344.000000 Penalty: 3672.549561
	Iteration 83Q: 3 clusters Score -9838344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76523 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -9838342.000000 Penalty: 3672.549561
	Iteration 84Q: 3 clusters Score -9838342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76525 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -9838345.000000 Penalty: 3672.549561
	Iteration 85Q: 3 clusters Score -9838345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76525 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -9838345.000000 Penalty: 3672.549561
	Iteration 86F: 3 clusters Score -9838345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (101178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101178 members 
Entering Unmasked Estep 
Score: -12721704.000000 Penalty: 1872.753418
	Iteration 0F: 2 clusters Score -1.27217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50552 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -12655666.000000 Penalty: 3745.506836
	Iteration 0F: 3 clusters Score -1.265567e+07 nChanged 48603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49949 members 
Mstep: Class 2 contains 51229 members 
Entering Unmasked Estep 
Score: -12684125.000000 Penalty: 3745.506836
	Iteration 1F: 3 clusters Score -1.268412e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 51608 members 
Entering Unmasked Estep 
Score: -12684987.000000 Penalty: 3745.506836
	Iteration 2Q: 3 clusters Score -1.268499e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 52154 members 
Entering Unmasked Estep 
Score: -12685902.000000 Penalty: 3745.506836
	Iteration 3Q: 3 clusters Score -1.26859e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48190 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
Score: -12687195.000000 Penalty: 3745.506836
	Iteration 4Q: 3 clusters Score -1.26872e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47071 members 
Mstep: Class 2 contains 54107 members 
Entering Unmasked Estep 
Score: -12688975.000000 Penalty: 3745.506836
	Iteration 5Q: 3 clusters Score -1.268898e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 55589 members 
Entering Unmasked Estep 
Score: -12691604.000000 Penalty: 3745.506836
	Iteration 6Q: 3 clusters Score -1.26916e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 57321 members 
Entering Unmasked Estep 
Score: -12695375.000000 Penalty: 3745.506836
	Iteration 7F: 3 clusters Score -1.269538e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 59025 members 
Entering Unmasked Estep 
Score: -12700415.000000 Penalty: 3745.506836
	Iteration 8F: 3 clusters Score -1.270042e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 60274 members 
Entering Unmasked Estep 
Score: -12704828.000000 Penalty: 3745.506836
	Iteration 9F: 3 clusters Score -1.270483e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 61071 members 
Entering Unmasked Estep 
Score: -12707376.000000 Penalty: 3745.506836
	Iteration 10F: 3 clusters Score -1.270738e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 61790 members 
Entering Unmasked Estep 
Score: -12708344.000000 Penalty: 3745.506836
	Iteration 11Q: 3 clusters Score -1.270834e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 62501 members 
Entering Unmasked Estep 
Score: -12708705.000000 Penalty: 3745.506836
	Iteration 12Q: 3 clusters Score -1.27087e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 63273 members 
Entering Unmasked Estep 
Score: -12709002.000000 Penalty: 3745.506836
	Iteration 13Q: 3 clusters Score -1.2709e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 64058 members 
Entering Unmasked Estep 
Score: -12709259.000000 Penalty: 3745.506836
	Iteration 14Q: 3 clusters Score -1.270926e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 64866 members 
Entering Unmasked Estep 
Score: -12709517.000000 Penalty: 3745.506836
	Iteration 15Q: 3 clusters Score -1.270952e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 65727 members 
Entering Unmasked Estep 
Score: -12709771.000000 Penalty: 3745.506836
	Iteration 16Q: 3 clusters Score -1.270977e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 66574 members 
Entering Unmasked Estep 
Score: -12709985.000000 Penalty: 3745.506836
	Iteration 17Q: 3 clusters Score -1.270998e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 67371 members 
Entering Unmasked Estep 
Score: -12710175.000000 Penalty: 3745.506836
	Iteration 18Q: 3 clusters Score -1.271018e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 68190 members 
Entering Unmasked Estep 
Score: -12710390.000000 Penalty: 3745.506836
	Iteration 19Q: 3 clusters Score -1.271039e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 69077 members 
Entering Unmasked Estep 
Score: -12710619.000000 Penalty: 3745.506836
	Iteration 20F: 3 clusters Score -1.271062e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 69952 members 
Entering Unmasked Estep 
Score: -12710810.000000 Penalty: 3745.506836
	Iteration 21Q: 3 clusters Score -1.271081e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 70886 members 
Entering Unmasked Estep 
Score: -12711068.000000 Penalty: 3745.506836
	Iteration 22Q: 3 clusters Score -1.271107e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 71877 members 
Entering Unmasked Estep 
Score: -12711279.000000 Penalty: 3745.506836
	Iteration 23Q: 3 clusters Score -1.271128e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 72894 members 
Entering Unmasked Estep 
Score: -12711598.000000 Penalty: 3745.506836
	Iteration 24Q: 3 clusters Score -1.27116e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 73962 members 
Entering Unmasked Estep 
Score: -12711861.000000 Penalty: 3745.506836
	Iteration 25Q: 3 clusters Score -1.271186e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 74982 members 
Entering Unmasked Estep 
Score: -12712061.000000 Penalty: 3745.506836
	Iteration 26Q: 3 clusters Score -1.271206e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 76114 members 
Entering Unmasked Estep 
Score: -12712347.000000 Penalty: 3745.506836
	Iteration 27Q: 3 clusters Score -1.271235e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 77294 members 
Entering Unmasked Estep 
Score: -12712689.000000 Penalty: 3745.506836
	Iteration 28Q: 3 clusters Score -1.271269e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 78476 members 
Entering Unmasked Estep 
Score: -12713028.000000 Penalty: 3745.506836
	Iteration 29Q: 3 clusters Score -1.271303e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 79714 members 
Entering Unmasked Estep 
Score: -12713406.000000 Penalty: 3745.506836
	Iteration 30Q: 3 clusters Score -1.271341e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 80899 members 
Entering Unmasked Estep 
Score: -12713759.000000 Penalty: 3745.506836
	Iteration 31Q: 3 clusters Score -1.271376e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 82094 members 
Entering Unmasked Estep 
Score: -12714113.000000 Penalty: 3745.506836
	Iteration 32Q: 3 clusters Score -1.271411e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 83300 members 
Entering Unmasked Estep 
Score: -12714546.000000 Penalty: 3745.506836
	Iteration 33Q: 3 clusters Score -1.271455e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 84545 members 
Entering Unmasked Estep 
Score: -12714842.000000 Penalty: 3745.506836
	Iteration 34Q: 3 clusters Score -1.271484e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 85794 members 
Entering Unmasked Estep 
Score: -12715328.000000 Penalty: 3745.506836
	Iteration 35Q: 3 clusters Score -1.271533e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 87048 members 
Entering Unmasked Estep 
Score: -12715755.000000 Penalty: 3745.506836
	Iteration 36Q: 3 clusters Score -1.271576e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 88277 members 
Entering Unmasked Estep 
Score: -12716179.000000 Penalty: 3745.506836
	Iteration 37Q: 3 clusters Score -1.271618e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 89494 members 
Entering Unmasked Estep 
Score: -12716595.000000 Penalty: 3745.506836
	Iteration 38Q: 3 clusters Score -1.27166e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 90689 members 
Entering Unmasked Estep 
Score: -12717026.000000 Penalty: 3745.506836
	Iteration 39Q: 3 clusters Score -1.271703e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 91887 members 
Entering Unmasked Estep 
Score: -12717572.000000 Penalty: 3745.506836
	Iteration 40F: 3 clusters Score -1.271757e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 93056 members 
Entering Unmasked Estep 
Score: -12718089.000000 Penalty: 3745.506836
	Iteration 41Q: 3 clusters Score -1.271809e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 94222 members 
Entering Unmasked Estep 
Score: -12718541.000000 Penalty: 3745.506836
	Iteration 42Q: 3 clusters Score -1.271854e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 95282 members 
Entering Unmasked Estep 
Score: -12718937.000000 Penalty: 3745.506836
	Iteration 43Q: 3 clusters Score -1.271894e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 96254 members 
Entering Unmasked Estep 
Score: -12719295.000000 Penalty: 3745.506836
	Iteration 44Q: 3 clusters Score -1.27193e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 97096 members 
Entering Unmasked Estep 
Score: -12719504.000000 Penalty: 3745.506836
	Iteration 45Q: 3 clusters Score -1.27195e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 97789 members 
Entering Unmasked Estep 
Score: -12719687.000000 Penalty: 3745.506836
	Iteration 46Q: 3 clusters Score -1.271969e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 98360 members 
Entering Unmasked Estep 
Score: -12719876.000000 Penalty: 3745.506836
	Iteration 47Q: 3 clusters Score -1.271988e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 98823 members 
Entering Unmasked Estep 
Score: -12720009.000000 Penalty: 3745.506836
	Iteration 48Q: 3 clusters Score -1.272001e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 99205 members 
Entering Unmasked Estep 
Score: -12720106.000000 Penalty: 3745.506836
	Iteration 49Q: 3 clusters Score -1.272011e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 99478 members 
Entering Unmasked Estep 
Score: -12720155.000000 Penalty: 3745.506836
	Iteration 50Q: 3 clusters Score -1.272016e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 99677 members 
Entering Unmasked Estep 
Score: -12720190.000000 Penalty: 3745.506836
	Iteration 51Q: 3 clusters Score -1.272019e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 99832 members 
Entering Unmasked Estep 
Score: -12720215.000000 Penalty: 3745.506836
	Iteration 52Q: 3 clusters Score -1.272022e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 99978 members 
Entering Unmasked Estep 
Score: -12720261.000000 Penalty: 3745.506836
	Iteration 53Q: 3 clusters Score -1.272026e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 100087 members 
Entering Unmasked Estep 
Score: -12720308.000000 Penalty: 3745.506836
	Iteration 54Q: 3 clusters Score -1.272031e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 100169 members 
Entering Unmasked Estep 
Score: -12720298.000000 Penalty: 3745.506836
	Iteration 55Q: 3 clusters Score -1.27203e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 100212 members 
Entering Unmasked Estep 
Score: -12720322.000000 Penalty: 3745.506836
	Iteration 56Q: 3 clusters Score -1.272032e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 100246 members 
Entering Unmasked Estep 
Score: -12720339.000000 Penalty: 3745.506836
	Iteration 57Q: 3 clusters Score -1.272034e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 100278 members 
Entering Unmasked Estep 
Score: -12720339.000000 Penalty: 3745.506836
	Iteration 58Q: 3 clusters Score -1.272034e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 100302 members 
Entering Unmasked Estep 
Score: -12720348.000000 Penalty: 3745.506836
	Iteration 59Q: 3 clusters Score -1.272035e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 100324 members 
Entering Unmasked Estep 
Score: -12720337.000000 Penalty: 3745.506836
	Iteration 60F: 3 clusters Score -1.272034e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 100337 members 
Entering Unmasked Estep 
Score: -12720356.000000 Penalty: 3745.506836
	Iteration 61Q: 3 clusters Score -1.272036e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 100346 members 
Entering Unmasked Estep 
Score: -12720358.000000 Penalty: 3745.506836
	Iteration 62Q: 3 clusters Score -1.272036e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 100354 members 
Entering Unmasked Estep 
Score: -12720364.000000 Penalty: 3745.506836
	Iteration 63Q: 3 clusters Score -1.272036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 100360 members 
Entering Unmasked Estep 
Score: -12720372.000000 Penalty: 3745.506836
	Iteration 64Q: 3 clusters Score -1.272037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 100364 members 
Entering Unmasked Estep 
Score: -12720363.000000 Penalty: 3745.506836
	Iteration 65Q: 3 clusters Score -1.272036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 100368 members 
Entering Unmasked Estep 
Score: -12720369.000000 Penalty: 3745.506836
	Iteration 66Q: 3 clusters Score -1.272037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 100371 members 
Entering Unmasked Estep 
Score: -12720368.000000 Penalty: 3745.506836
	Iteration 67Q: 3 clusters Score -1.272037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 100377 members 
Entering Unmasked Estep 
Score: -12720370.000000 Penalty: 3745.506836
	Iteration 68Q: 3 clusters Score -1.272037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 100387 members 
Entering Unmasked Estep 
Score: -12720367.000000 Penalty: 3745.506836
	Iteration 69Q: 3 clusters Score -1.272037e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 100397 members 
Entering Unmasked Estep 
Score: -12720388.000000 Penalty: 3745.506836
	Iteration 70Q: 3 clusters Score -1.272039e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 100408 members 
Entering Unmasked Estep 
Score: -12720392.000000 Penalty: 3745.506836
	Iteration 71Q: 3 clusters Score -1.272039e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 100418 members 
Entering Unmasked Estep 
Score: -12720400.000000 Penalty: 3745.506836
	Iteration 72Q: 3 clusters Score -1.27204e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 100426 members 
Entering Unmasked Estep 
Score: -12720395.000000 Penalty: 3745.506836
	Iteration 73Q: 3 clusters Score -1.27204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 100428 members 
Entering Unmasked Estep 
Score: -12720398.000000 Penalty: 3745.506836
	Iteration 74Q: 3 clusters Score -1.27204e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 100432 members 
Entering Unmasked Estep 
Score: -12720398.000000 Penalty: 3745.506836
	Iteration 75Q: 3 clusters Score -1.27204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 100435 members 
Entering Unmasked Estep 
Score: -12720407.000000 Penalty: 3745.506836
	Iteration 76Q: 3 clusters Score -1.272041e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 100439 members 
Entering Unmasked Estep 
Score: -12720400.000000 Penalty: 3745.506836
	Iteration 77Q: 3 clusters Score -1.27204e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 100447 members 
Entering Unmasked Estep 
Score: -12720408.000000 Penalty: 3745.506836
	Iteration 78Q: 3 clusters Score -1.272041e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 100455 members 
Entering Unmasked Estep 
Score: -12720413.000000 Penalty: 3745.506836
	Iteration 79Q: 3 clusters Score -1.272041e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 100457 members 
Entering Unmasked Estep 
Score: -12720420.000000 Penalty: 3745.506836
	Iteration 80F: 3 clusters Score -1.272042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 100459 members 
Entering Unmasked Estep 
Score: -12720416.000000 Penalty: 3745.506836
	Iteration 81Q: 3 clusters Score -1.272042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 100457 members 
Entering Unmasked Estep 
Score: -12720419.000000 Penalty: 3745.506836
	Iteration 82Q: 3 clusters Score -1.272042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 100456 members 
Entering Unmasked Estep 
Score: -12720418.000000 Penalty: 3745.506836
	Iteration 83Q: 3 clusters Score -1.272042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 100457 members 
Entering Unmasked Estep 
Score: -12720418.000000 Penalty: 3745.506836
	Iteration 84Q: 3 clusters Score -1.272042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 100459 members 
Entering Unmasked Estep 
Score: -12720412.000000 Penalty: 3745.506836
	Iteration 85Q: 3 clusters Score -1.272041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 100461 members 
Entering Unmasked Estep 
Score: -12720413.000000 Penalty: 3745.506836
	Iteration 86Q: 3 clusters Score -1.272041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 100463 members 
Entering Unmasked Estep 
Score: -12720405.000000 Penalty: 3745.506836
	Iteration 87Q: 3 clusters Score -1.27204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 100463 members 
Entering Unmasked Estep 
Score: -12720406.000000 Penalty: 3745.506836
	Iteration 88Q: 3 clusters Score -1.272041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 100463 members 
Entering Unmasked Estep 
Score: -12720406.000000 Penalty: 3745.506836
	Iteration 89F: 3 clusters Score -1.272041e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (55156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55156 members 
Entering Unmasked Estep 
Score: -6854829.000000 Penalty: 1774.162231
	Iteration 0F: 2 clusters Score -6854829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -6817857.500000 Penalty: 3548.324463
	Iteration 0F: 3 clusters Score -6817858 nChanged 26119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -6832463.000000 Penalty: 3548.324463
	Iteration 1F: 3 clusters Score -6832463 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -6832850.000000 Penalty: 3548.324463
	Iteration 2Q: 3 clusters Score -6832850 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -6833342.000000 Penalty: 3548.324463
	Iteration 3Q: 3 clusters Score -6833342 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -6833909.500000 Penalty: 3548.324463
	Iteration 4Q: 3 clusters Score -6833910 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -6834570.500000 Penalty: 3548.324463
	Iteration 5Q: 3 clusters Score -6834570 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -6835313.500000 Penalty: 3548.324463
	Iteration 6Q: 3 clusters Score -6835314 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -6836362.500000 Penalty: 3548.324463
	Iteration 7Q: 3 clusters Score -6836362 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -6837554.000000 Penalty: 3548.324463
	Iteration 8Q: 3 clusters Score -6837554 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -6838977.000000 Penalty: 3548.324463
	Iteration 9Q: 3 clusters Score -6838977 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -6840950.000000 Penalty: 3548.324463
	Iteration 10F: 3 clusters Score -6840950 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -6843071.500000 Penalty: 3548.324463
	Iteration 11F: 3 clusters Score -6843072 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -6844801.000000 Penalty: 3548.324463
	Iteration 12F: 3 clusters Score -6844801 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -6845740.000000 Penalty: 3548.324463
	Iteration 13Q: 3 clusters Score -6845740 nChanged 1544
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -6846131.500000 Penalty: 3548.324463
	Iteration 14Q: 3 clusters Score -6846132 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6846322 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6846478 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -6846614.500000 Penalty: 3548.324463
	Iteration 17Q: 3 clusters Score -6846614 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6846710 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6846782 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6846887 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6846999 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -6847119.500000 Penalty: 3548.324463
	Iteration 22Q: 3 clusters Score -6847120 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6847208 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6847323 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6847390 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6847462 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -6847526.500000 Penalty: 3548.324463
	Iteration 27Q: 3 clusters Score -6847526 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6847596 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -6847624.500000 Penalty: 3548.324463
	Iteration 29Q: 3 clusters Score -6847624 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6847660 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6847726 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6847758 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6847806 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6847843 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6847918 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6847994 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6848068 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6848138 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6848219 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6848274 nChanged 511
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6848386 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6848492 nChanged 507
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6848574 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6848670 nChanged 539
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6848756 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6848884 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6849007 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6849180 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6849347 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6849520 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6849732 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6849954 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6850162 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6850492 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6850810 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6851148 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 47273 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6851522 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6851809 nChanged 584
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6852114 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6852346 nChanged 476
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6852561 nChanged 414
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6852734 nChanged 368
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Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 50232 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6852866 nChanged 337
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Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 50561 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6853008 nChanged 308
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Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6853125 nChanged 273
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 51120 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6853194 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 51344 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6853265 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6853330 nChanged 176
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Mstep: Class 1 contains 3440 members 
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	Iteration 69Q: 3 clusters Score -6853365 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 51864 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6853403 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 51995 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6853454 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 52119 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6853478 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 52223 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6853498 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 52336 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6853542 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 52426 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6853570 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 52499 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6853596 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 52564 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6853604 nChanged 66
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Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 52628 members 
Entering Unmasked Estep 
Score: -6853616.000000 Penalty: 3548.324463
	Iteration 78Q: 3 clusters Score -6853616 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 52676 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6853626 nChanged 52
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Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 52728 members 
Entering Unmasked Estep 
Score: -6853638.500000 Penalty: 3548.324463
	Iteration 80F: 3 clusters Score -6853638 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 52769 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6853638 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 52806 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6853656 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 52837 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6853651 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 52874 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6853652 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 52908 members 
Entering Unmasked Estep 
Score: -6853662.500000 Penalty: 3548.324463
	Iteration 85Q: 3 clusters Score -6853662 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 52948 members 
Entering Unmasked Estep 
Score: -6853666.500000 Penalty: 3548.324463
	Iteration 86Q: 3 clusters Score -6853666 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 52982 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6853660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6853668 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 53021 members 
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	Iteration 89Q: 3 clusters Score -6853666 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2123 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6853670 nChanged 11
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Mstep: Class 1 contains 2112 members 
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	Iteration 91Q: 3 clusters Score -6853671 nChanged 9
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Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 53053 members 
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	Iteration 92Q: 3 clusters Score -6853668 nChanged 2
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Mstep: Class 1 contains 2101 members 
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	Iteration 93Q: 3 clusters Score -6853666 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 53059 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6853668 nChanged 4
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Mstep: Class 1 contains 2093 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6853664 nChanged 7
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Mstep: Class 1 contains 2088 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6853664 nChanged 8
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Mstep: Class 1 contains 2080 members 
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	Iteration 97Q: 3 clusters Score -6853676 nChanged 7
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Mstep: Class 1 contains 2073 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6853674 nChanged 6
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Mstep: Class 1 contains 2067 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6853674 nChanged 8
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Mstep: Class 1 contains 2059 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6853664 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2050 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6853661 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6853670 nChanged 5
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Mstep: Class 1 contains 2039 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6853674 nChanged 2
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6853672 nChanged 3
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Mstep: Class 1 contains 2034 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6853676 nChanged 1
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Entering Unmasked Estep 
Score: -6853675.000000 Penalty: 3548.324463
	Iteration 106Q: 3 clusters Score -6853675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -6853675.000000 Penalty: 3548.324463
	Iteration 107F: 3 clusters Score -6853675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Entering Unmasked Estep 
Score: -627542.125000 Penalty: 1385.080566
	Iteration 0F: 2 clusters Score -627542.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -623542.687500 Penalty: 2770.161133
	Iteration 0F: 3 clusters Score -623542.7 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -624670.437500 Penalty: 2770.161133
	Iteration 1F: 3 clusters Score -624670.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -624878.125000 Penalty: 2770.161133
	Iteration 2F: 3 clusters Score -624878.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -625019.812500 Penalty: 2770.161133
	Iteration 3F: 3 clusters Score -625019.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -625135.250000 Penalty: 2770.161133
	Iteration 4Q: 3 clusters Score -625135.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -625243.437500 Penalty: 2770.161133
	Iteration 5Q: 3 clusters Score -625243.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -625334.562500 Penalty: 2770.161133
	Iteration 6Q: 3 clusters Score -625334.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -625437.812500 Penalty: 2770.161133
	Iteration 7Q: 3 clusters Score -625437.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -625546.062500 Penalty: 2770.161133
	Iteration 8Q: 3 clusters Score -625546.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -625680.562500 Penalty: 2770.161133
	Iteration 9Q: 3 clusters Score -625680.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -625828.937500 Penalty: 2770.161133
	Iteration 10Q: 3 clusters Score -625828.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -625954.937500 Penalty: 2770.161133
	Iteration 11Q: 3 clusters Score -625954.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -626057.000000 Penalty: 2770.161133
	Iteration 12Q: 3 clusters Score -626057 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -626131.812500 Penalty: 2770.161133
	Iteration 13Q: 3 clusters Score -626131.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -626189.125000 Penalty: 2770.161133
	Iteration 14Q: 3 clusters Score -626189.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -626220.312500 Penalty: 2770.161133
	Iteration 15Q: 3 clusters Score -626220.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -626242.375000 Penalty: 2770.161133
	Iteration 16Q: 3 clusters Score -626242.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -626258.687500 Penalty: 2770.161133
	Iteration 17Q: 3 clusters Score -626258.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -626272.500000 Penalty: 2770.161133
	Iteration 18Q: 3 clusters Score -626272.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -626282.875000 Penalty: 2770.161133
	Iteration 19Q: 3 clusters Score -626282.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -626291.062500 Penalty: 2770.161133
	Iteration 20F: 3 clusters Score -626291.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -626303.750000 Penalty: 2770.161133
	Iteration 21Q: 3 clusters Score -626303.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -626313.625000 Penalty: 2770.161133
	Iteration 22Q: 3 clusters Score -626313.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -626328.500000 Penalty: 2770.161133
	Iteration 23Q: 3 clusters Score -626328.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -626346.875000 Penalty: 2770.161133
	Iteration 24Q: 3 clusters Score -626346.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -626362.250000 Penalty: 2770.161133
	Iteration 25Q: 3 clusters Score -626362.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -626372.562500 Penalty: 2770.161133
	Iteration 26Q: 3 clusters Score -626372.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -626383.625000 Penalty: 2770.161133
	Iteration 27Q: 3 clusters Score -626383.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -626394.312500 Penalty: 2770.161133
	Iteration 28Q: 3 clusters Score -626394.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -626402.125000 Penalty: 2770.161133
	Iteration 29Q: 3 clusters Score -626402.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -626409.187500 Penalty: 2770.161133
	Iteration 30Q: 3 clusters Score -626409.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -626417.875000 Penalty: 2770.161133
	Iteration 31Q: 3 clusters Score -626417.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -626425.437500 Penalty: 2770.161133
	Iteration 32Q: 3 clusters Score -626425.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -626432.812500 Penalty: 2770.161133
	Iteration 33Q: 3 clusters Score -626432.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -626436.250000 Penalty: 2770.161133
	Iteration 34Q: 3 clusters Score -626436.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -626442.250000 Penalty: 2770.161133
	Iteration 35Q: 3 clusters Score -626442.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -626444.125000 Penalty: 2770.161133
	Iteration 36Q: 3 clusters Score -626444.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -626445.250000 Penalty: 2770.161133
	Iteration 37Q: 3 clusters Score -626445.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -626447.312500 Penalty: 2770.161133
	Iteration 38Q: 3 clusters Score -626447.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -626448.250000 Penalty: 2770.161133
	Iteration 39Q: 3 clusters Score -626448.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -626450.062500 Penalty: 2770.161133
	Iteration 40F: 3 clusters Score -626450.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -626451.687500 Penalty: 2770.161133
	Iteration 41Q: 3 clusters Score -626451.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -626456.062500 Penalty: 2770.161133
	Iteration 42Q: 3 clusters Score -626456.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -626458.250000 Penalty: 2770.161133
	Iteration 43Q: 3 clusters Score -626458.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -626458.875000 Penalty: 2770.161133
	Iteration 44Q: 3 clusters Score -626458.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -626460.125000 Penalty: 2770.161133
	Iteration 45Q: 3 clusters Score -626460.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -626461.687500 Penalty: 2770.161133
	Iteration 46Q: 3 clusters Score -626461.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -626464.437500 Penalty: 2770.161133
	Iteration 47Q: 3 clusters Score -626464.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -626467.312500 Penalty: 2770.161133
	Iteration 48Q: 3 clusters Score -626467.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -626466.562500 Penalty: 2770.161133
	Iteration 49Q: 3 clusters Score -626466.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -626467.312500 Penalty: 2770.161133
	Iteration 50Q: 3 clusters Score -626467.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -626467.562500 Penalty: 2770.161133
	Iteration 51Q: 3 clusters Score -626467.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -626469.562500 Penalty: 2770.161133
	Iteration 52Q: 3 clusters Score -626469.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -626469.375000 Penalty: 2770.161133
	Iteration 53Q: 3 clusters Score -626469.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -626469.375000 Penalty: 2770.161133
	Iteration 54Q: 3 clusters Score -626469.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -626469.187500 Penalty: 2770.161133
	Iteration 55Q: 3 clusters Score -626469.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -626468.312500 Penalty: 2770.161133
	Iteration 56Q: 3 clusters Score -626468.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -626468.312500 Penalty: 2770.161133
	Iteration 57F: 3 clusters Score -626468.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (97029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97029 members 
Entering Unmasked Estep 
Score: -12263692.000000 Penalty: 1865.949341
	Iteration 0F: 2 clusters Score -1.226369e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48859 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -12199866.000000 Penalty: 3731.898682
	Iteration 0F: 3 clusters Score -1.219987e+07 nChanged 46578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53777 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -12227509.000000 Penalty: 3731.898682
	Iteration 1F: 3 clusters Score -1.222751e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56875 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -12228975.000000 Penalty: 3731.898682
	Iteration 2Q: 3 clusters Score -1.222898e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61295 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -12231275.000000 Penalty: 3731.898682
	Iteration 3F: 3 clusters Score -1.223128e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67442 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -12235351.000000 Penalty: 3731.898682
	Iteration 4F: 3 clusters Score -1.223535e+07 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74896 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -12241384.000000 Penalty: 3731.898682
	Iteration 5F: 3 clusters Score -1.224138e+07 nChanged 7315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82133 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -12247983.000000 Penalty: 3731.898682
	Iteration 6F: 3 clusters Score -1.224798e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87673 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -12253488.000000 Penalty: 3731.898682
	Iteration 7F: 3 clusters Score -1.225349e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91186 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -12257188.000000 Penalty: 3731.898682
	Iteration 8Q: 3 clusters Score -1.225719e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93305 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -12259378.000000 Penalty: 3731.898682
	Iteration 9Q: 3 clusters Score -1.225938e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94658 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -12260570.000000 Penalty: 3731.898682
	Iteration 10Q: 3 clusters Score -1.226057e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95484 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -12261150.000000 Penalty: 3731.898682
	Iteration 11Q: 3 clusters Score -1.226115e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95954 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -12261533.000000 Penalty: 3731.898682
	Iteration 12Q: 3 clusters Score -1.226153e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96247 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -12261747.000000 Penalty: 3731.898682
	Iteration 13Q: 3 clusters Score -1.226175e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96403 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -12261855.000000 Penalty: 3731.898682
	Iteration 14Q: 3 clusters Score -1.226186e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96492 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -12261920.000000 Penalty: 3731.898682
	Iteration 15Q: 3 clusters Score -1.226192e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96555 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -12261944.000000 Penalty: 3731.898682
	Iteration 16Q: 3 clusters Score -1.226194e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96593 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -12261978.000000 Penalty: 3731.898682
	Iteration 17Q: 3 clusters Score -1.226198e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96626 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -12262010.000000 Penalty: 3731.898682
	Iteration 18Q: 3 clusters Score -1.226201e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96641 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -12262032.000000 Penalty: 3731.898682
	Iteration 19Q: 3 clusters Score -1.226203e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96648 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -12262047.000000 Penalty: 3731.898682
	Iteration 20F: 3 clusters Score -1.226205e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96661 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -12262050.000000 Penalty: 3731.898682
	Iteration 21Q: 3 clusters Score -1.226205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96664 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -12262060.000000 Penalty: 3731.898682
	Iteration 22Q: 3 clusters Score -1.226206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96667 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -12262053.000000 Penalty: 3731.898682
	Iteration 23Q: 3 clusters Score -1.226205e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96667 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -12262053.000000 Penalty: 3731.898682
	Iteration 24F: 3 clusters Score -1.226205e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Entering Unmasked Estep 
Score: -373157.625000 Penalty: 1304.517944
	Iteration 0F: 2 clusters Score -373157.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -370442.968750 Penalty: 2609.035889
	Iteration 0F: 3 clusters Score -370443 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -371254.468750 Penalty: 2609.035889
	Iteration 1F: 3 clusters Score -371254.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -371518.187500 Penalty: 2609.035889
	Iteration 2F: 3 clusters Score -371518.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -371720.906250 Penalty: 2609.035889
	Iteration 3F: 3 clusters Score -371720.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -371863.250000 Penalty: 2609.035889
	Iteration 4F: 3 clusters Score -371863.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -372003.437500 Penalty: 2609.035889
	Iteration 5Q: 3 clusters Score -372003.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -372155.125000 Penalty: 2609.035889
	Iteration 6Q: 3 clusters Score -372155.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -372328.375000 Penalty: 2609.035889
	Iteration 7Q: 3 clusters Score -372328.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -372524.437500 Penalty: 2609.035889
	Iteration 8Q: 3 clusters Score -372524.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -372648.531250 Penalty: 2609.035889
	Iteration 9Q: 3 clusters Score -372648.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -372749.468750 Penalty: 2609.035889
	Iteration 10Q: 3 clusters Score -372749.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -372831.500000 Penalty: 2609.035889
	Iteration 11Q: 3 clusters Score -372831.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -372903.031250 Penalty: 2609.035889
	Iteration 12Q: 3 clusters Score -372903 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -372965.812500 Penalty: 2609.035889
	Iteration 13Q: 3 clusters Score -372965.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -373011.375000 Penalty: 2609.035889
	Iteration 14Q: 3 clusters Score -373011.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -373070.312500 Penalty: 2609.035889
	Iteration 15Q: 3 clusters Score -373070.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -373171.312500 Penalty: 2609.035889
	Iteration 16Q: 3 clusters Score -373171.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -373274.218750 Penalty: 2609.035889
	Iteration 17Q: 3 clusters Score -373274.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -373318.250000 Penalty: 2609.035889
	Iteration 18Q: 3 clusters Score -373318.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -373339.156250 Penalty: 2609.035889
	Iteration 19Q: 3 clusters Score -373339.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -373346.406250 Penalty: 2609.035889
	Iteration 20F: 3 clusters Score -373346.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -373347.937500 Penalty: 2609.035889
	Iteration 21Q: 3 clusters Score -373347.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -373347.937500 Penalty: 2609.035889
	Iteration 22F: 3 clusters Score -373347.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 119578 members 
Mstep: Class 3 contains 6536 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9431 members 
Mstep: Class 6 contains 40833 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6962 members 
Mstep: Class 9 contains 87552 members 
Mstep: Class 10 contains 80834 members 
Mstep: Class 11 contains 101178 members 
Mstep: Class 12 contains 55156 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 97029 members 
Mstep: Class 15 contains 2552 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 3495 members 
Mstep: Class 20 contains 21461 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10099 members 
Mstep: Class 25 contains 102078 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6731 members 
Mstep: Class 28 contains 3203 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13958 members 
Mstep: Class 34 contains 10173 members 
Mstep: Class 35 contains 9749 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91883 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7624 members 
Mstep: Class 41 contains 1700 members 
Mstep: Class 42 contains 513 members 
Entering Unmasked Estep 
Score: -111779912.000000 Penalty: 93710.203125
Splitting cluster 15 changes total score from -111780552.000000 to -111779912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Entering Unmasked Estep 
Score: -146121.484375 Penalty: 1174.731079
	Iteration 0F: 2 clusters Score -146121.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -144479.812500 Penalty: 2349.462158
	Iteration 0F: 3 clusters Score -144479.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -145038.437500 Penalty: 2349.462158
	Iteration 1F: 3 clusters Score -145038.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -145330.859375 Penalty: 2349.462158
	Iteration 2F: 3 clusters Score -145330.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -145554.578125 Penalty: 2349.462158
	Iteration 3F: 3 clusters Score -145554.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -145721.953125 Penalty: 2349.462158
	Iteration 4F: 3 clusters Score -145722 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -145860.937500 Penalty: 2349.462158
	Iteration 5F: 3 clusters Score -145860.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -145970.390625 Penalty: 2349.462158
	Iteration 6F: 3 clusters Score -145970.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -146050.343750 Penalty: 2349.462158
	Iteration 7Q: 3 clusters Score -146050.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -146102.515625 Penalty: 2349.462158
	Iteration 8Q: 3 clusters Score -146102.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -146128.796875 Penalty: 2349.462158
	Iteration 9Q: 3 clusters Score -146128.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -146141.328125 Penalty: 2349.462158
	Iteration 10Q: 3 clusters Score -146141.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -146151.640625 Penalty: 2349.462158
	Iteration 11Q: 3 clusters Score -146151.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -146158.984375 Penalty: 2349.462158
	Iteration 12Q: 3 clusters Score -146159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -146174.578125 Penalty: 2349.462158
	Iteration 13Q: 3 clusters Score -146174.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -146223.500000 Penalty: 2349.462158
	Iteration 14Q: 3 clusters Score -146223.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -146245.921875 Penalty: 2349.462158
	Iteration 15Q: 3 clusters Score -146245.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -146261.625000 Penalty: 2349.462158
	Iteration 16Q: 3 clusters Score -146261.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -146268.593750 Penalty: 2349.462158
	Iteration 17Q: 3 clusters Score -146268.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -146273.703125 Penalty: 2349.462158
	Iteration 18Q: 3 clusters Score -146273.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -146277.078125 Penalty: 2349.462158
	Iteration 19Q: 3 clusters Score -146277.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -146278.265625 Penalty: 2349.462158
	Iteration 20F: 3 clusters Score -146278.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -146279.250000 Penalty: 2349.462158
	Iteration 21Q: 3 clusters Score -146279.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -146284.015625 Penalty: 2349.462158
	Iteration 22Q: 3 clusters Score -146284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -146284.968750 Penalty: 2349.462158
	Iteration 23Q: 3 clusters Score -146285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -146285.359375 Penalty: 2349.462158
	Iteration 24Q: 3 clusters Score -146285.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -146285.359375 Penalty: 2349.462158
	Iteration 25F: 3 clusters Score -146285.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 119578 members 
Mstep: Class 3 contains 6536 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9431 members 
Mstep: Class 6 contains 40833 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6962 members 
Mstep: Class 9 contains 87552 members 
Mstep: Class 10 contains 80834 members 
Mstep: Class 11 contains 101178 members 
Mstep: Class 12 contains 55156 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 97029 members 
Mstep: Class 15 contains 3065 members 
Mstep: Class 16 contains 924 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 3495 members 
Mstep: Class 20 contains 21461 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10099 members 
Mstep: Class 25 contains 102078 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6731 members 
Mstep: Class 28 contains 3203 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13958 members 
Mstep: Class 34 contains 10173 members 
Mstep: Class 35 contains 9749 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91883 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7624 members 
Mstep: Class 41 contains 1700 members 
Mstep: Class 42 contains 455 members 
Entering Unmasked Estep 
Score: -111779568.000000 Penalty: 93710.203125
Splitting cluster 16 changes total score from -111780552.000000 to -111779568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -52751.523438 Penalty: 1007.252808
	Iteration 0F: 2 clusters Score -52751.52 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 245 members 
Entering Unmasked Estep 
Score: -51686.421875 Penalty: 2014.505615
	Iteration 0F: 3 clusters Score -51686.42 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -51912.476562 Penalty: 2014.505615
	Iteration 1F: 3 clusters Score -51912.48 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -52039.191406 Penalty: 2014.505615
	Iteration 2F: 3 clusters Score -52039.19 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -52139.644531 Penalty: 2014.505615
	Iteration 3F: 3 clusters Score -52139.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -52175.410156 Penalty: 2014.505615
	Iteration 4Q: 3 clusters Score -52175.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -52198.492188 Penalty: 2014.505615
	Iteration 5Q: 3 clusters Score -52198.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -52209.019531 Penalty: 2014.505615
	Iteration 6Q: 3 clusters Score -52209.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -52224.210938 Penalty: 2014.505615
	Iteration 7Q: 3 clusters Score -52224.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -52238.183594 Penalty: 2014.505615
	Iteration 8Q: 3 clusters Score -52238.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -52239.082031 Penalty: 2014.505615
	Iteration 9Q: 3 clusters Score -52239.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -52239.082031 Penalty: 2014.505615
	Iteration 10F: 3 clusters Score -52239.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Entering Unmasked Estep 
Score: -663846.500000 Penalty: 1390.386108
	Iteration 0F: 2 clusters Score -663846.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -659692.437500 Penalty: 2780.772217
	Iteration 0F: 3 clusters Score -659692.4 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -660891.312500 Penalty: 2780.772217
	Iteration 1F: 3 clusters Score -660891.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -661102.750000 Penalty: 2780.772217
	Iteration 2F: 3 clusters Score -661102.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -661220.500000 Penalty: 2780.772217
	Iteration 3Q: 3 clusters Score -661220.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -661328.625000 Penalty: 2780.772217
	Iteration 4Q: 3 clusters Score -661328.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -661421.187500 Penalty: 2780.772217
	Iteration 5Q: 3 clusters Score -661421.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -661491.875000 Penalty: 2780.772217
	Iteration 6Q: 3 clusters Score -661491.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -661570.125000 Penalty: 2780.772217
	Iteration 7Q: 3 clusters Score -661570.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -661662.375000 Penalty: 2780.772217
	Iteration 8Q: 3 clusters Score -661662.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -661746.250000 Penalty: 2780.772217
	Iteration 9Q: 3 clusters Score -661746.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -661840.687500 Penalty: 2780.772217
	Iteration 10Q: 3 clusters Score -661840.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -661925.687500 Penalty: 2780.772217
	Iteration 11Q: 3 clusters Score -661925.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -662022.437500 Penalty: 2780.772217
	Iteration 12Q: 3 clusters Score -662022.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -662125.500000 Penalty: 2780.772217
	Iteration 13Q: 3 clusters Score -662125.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -662228.625000 Penalty: 2780.772217
	Iteration 14Q: 3 clusters Score -662228.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -662310.750000 Penalty: 2780.772217
	Iteration 15Q: 3 clusters Score -662310.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -662370.125000 Penalty: 2780.772217
	Iteration 16Q: 3 clusters Score -662370.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -662411.000000 Penalty: 2780.772217
	Iteration 17Q: 3 clusters Score -662411 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -662441.812500 Penalty: 2780.772217
	Iteration 18Q: 3 clusters Score -662441.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -662475.000000 Penalty: 2780.772217
	Iteration 19Q: 3 clusters Score -662475 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -662500.812500 Penalty: 2780.772217
	Iteration 20F: 3 clusters Score -662500.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -662517.937500 Penalty: 2780.772217
	Iteration 21Q: 3 clusters Score -662517.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -662533.812500 Penalty: 2780.772217
	Iteration 22Q: 3 clusters Score -662533.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -662548.687500 Penalty: 2780.772217
	Iteration 23Q: 3 clusters Score -662548.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -662563.312500 Penalty: 2780.772217
	Iteration 24Q: 3 clusters Score -662563.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -662573.312500 Penalty: 2780.772217
	Iteration 25Q: 3 clusters Score -662573.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -662586.375000 Penalty: 2780.772217
	Iteration 26Q: 3 clusters Score -662586.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -662598.500000 Penalty: 2780.772217
	Iteration 27Q: 3 clusters Score -662598.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -662609.562500 Penalty: 2780.772217
	Iteration 28Q: 3 clusters Score -662609.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -662617.437500 Penalty: 2780.772217
	Iteration 29Q: 3 clusters Score -662617.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -662629.250000 Penalty: 2780.772217
	Iteration 30Q: 3 clusters Score -662629.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -662636.062500 Penalty: 2780.772217
	Iteration 31Q: 3 clusters Score -662636.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -662641.812500 Penalty: 2780.772217
	Iteration 32Q: 3 clusters Score -662641.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -662644.312500 Penalty: 2780.772217
	Iteration 33Q: 3 clusters Score -662644.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -662645.812500 Penalty: 2780.772217
	Iteration 34Q: 3 clusters Score -662645.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -662647.187500 Penalty: 2780.772217
	Iteration 35Q: 3 clusters Score -662647.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -662648.375000 Penalty: 2780.772217
	Iteration 36Q: 3 clusters Score -662648.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -662648.375000 Penalty: 2780.772217
	Iteration 37F: 3 clusters Score -662648.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Entering Unmasked Estep 
Score: -397524.875000 Penalty: 1325.851929
	Iteration 0F: 2 clusters Score -397524.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -394529.437500 Penalty: 2651.703857
	Iteration 0F: 3 clusters Score -394529.4 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -395422.093750 Penalty: 2651.703857
	Iteration 1F: 3 clusters Score -395422.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -395651.156250 Penalty: 2651.703857
	Iteration 2F: 3 clusters Score -395651.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -395848.812500 Penalty: 2651.703857
	Iteration 3F: 3 clusters Score -395848.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -396065.000000 Penalty: 2651.703857
	Iteration 4F: 3 clusters Score -396065 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -396280.625000 Penalty: 2651.703857
	Iteration 5F: 3 clusters Score -396280.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -396450.906250 Penalty: 2651.703857
	Iteration 6F: 3 clusters Score -396450.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -396571.968750 Penalty: 2651.703857
	Iteration 7Q: 3 clusters Score -396572 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -396647.343750 Penalty: 2651.703857
	Iteration 8Q: 3 clusters Score -396647.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -396702.718750 Penalty: 2651.703857
	Iteration 9Q: 3 clusters Score -396702.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -396734.125000 Penalty: 2651.703857
	Iteration 10Q: 3 clusters Score -396734.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -396762.218750 Penalty: 2651.703857
	Iteration 11Q: 3 clusters Score -396762.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -396790.000000 Penalty: 2651.703857
	Iteration 12Q: 3 clusters Score -396790 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -396835.468750 Penalty: 2651.703857
	Iteration 13Q: 3 clusters Score -396835.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -396881.218750 Penalty: 2651.703857
	Iteration 14Q: 3 clusters Score -396881.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -396935.062500 Penalty: 2651.703857
	Iteration 15Q: 3 clusters Score -396935.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -396985.000000 Penalty: 2651.703857
	Iteration 16Q: 3 clusters Score -396985 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -397025.875000 Penalty: 2651.703857
	Iteration 17Q: 3 clusters Score -397025.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -397064.625000 Penalty: 2651.703857
	Iteration 18Q: 3 clusters Score -397064.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -397096.187500 Penalty: 2651.703857
	Iteration 19Q: 3 clusters Score -397096.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -397133.093750 Penalty: 2651.703857
	Iteration 20F: 3 clusters Score -397133.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -397161.406250 Penalty: 2651.703857
	Iteration 21Q: 3 clusters Score -397161.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -397185.000000 Penalty: 2651.703857
	Iteration 22Q: 3 clusters Score -397185 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -397202.343750 Penalty: 2651.703857
	Iteration 23Q: 3 clusters Score -397202.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -397220.906250 Penalty: 2651.703857
	Iteration 24Q: 3 clusters Score -397220.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -397237.406250 Penalty: 2651.703857
	Iteration 25Q: 3 clusters Score -397237.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -397251.187500 Penalty: 2651.703857
	Iteration 26Q: 3 clusters Score -397251.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -397267.968750 Penalty: 2651.703857
	Iteration 27Q: 3 clusters Score -397268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -397278.562500 Penalty: 2651.703857
	Iteration 28Q: 3 clusters Score -397278.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -397284.531250 Penalty: 2651.703857
	Iteration 29Q: 3 clusters Score -397284.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -397291.125000 Penalty: 2651.703857
	Iteration 30Q: 3 clusters Score -397291.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -397296.093750 Penalty: 2651.703857
	Iteration 31Q: 3 clusters Score -397296.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -397302.718750 Penalty: 2651.703857
	Iteration 32Q: 3 clusters Score -397302.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -397305.687500 Penalty: 2651.703857
	Iteration 33Q: 3 clusters Score -397305.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -397309.125000 Penalty: 2651.703857
	Iteration 34Q: 3 clusters Score -397309.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -397312.687500 Penalty: 2651.703857
	Iteration 35Q: 3 clusters Score -397312.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -397315.468750 Penalty: 2651.703857
	Iteration 36Q: 3 clusters Score -397315.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -397318.968750 Penalty: 2651.703857
	Iteration 37Q: 3 clusters Score -397319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -397323.343750 Penalty: 2651.703857
	Iteration 38Q: 3 clusters Score -397323.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -397326.218750 Penalty: 2651.703857
	Iteration 39Q: 3 clusters Score -397326.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -397332.625000 Penalty: 2651.703857
	Iteration 40F: 3 clusters Score -397332.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -397344.437500 Penalty: 2651.703857
	Iteration 41Q: 3 clusters Score -397344.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -397359.656250 Penalty: 2651.703857
	Iteration 42Q: 3 clusters Score -397359.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -397386.656250 Penalty: 2651.703857
	Iteration 43Q: 3 clusters Score -397386.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -397432.531250 Penalty: 2651.703857
	Iteration 44Q: 3 clusters Score -397432.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -397463.250000 Penalty: 2651.703857
	Iteration 45Q: 3 clusters Score -397463.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -397479.656250 Penalty: 2651.703857
	Iteration 46Q: 3 clusters Score -397479.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -397488.218750 Penalty: 2651.703857
	Iteration 47Q: 3 clusters Score -397488.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -397493.906250 Penalty: 2651.703857
	Iteration 48Q: 3 clusters Score -397493.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -397497.531250 Penalty: 2651.703857
	Iteration 49Q: 3 clusters Score -397497.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -397500.187500 Penalty: 2651.703857
	Iteration 50Q: 3 clusters Score -397500.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -397503.718750 Penalty: 2651.703857
	Iteration 51Q: 3 clusters Score -397503.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -397505.000000 Penalty: 2651.703857
	Iteration 52Q: 3 clusters Score -397505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -397505.031250 Penalty: 2651.703857
	Iteration 53Q: 3 clusters Score -397505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -397504.843750 Penalty: 2651.703857
	Iteration 54Q: 3 clusters Score -397504.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -397504.843750 Penalty: 2651.703857
	Iteration 55F: 3 clusters Score -397504.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Entering Unmasked Estep 
Score: -2669616.000000 Penalty: 1620.773804
	Iteration 0F: 2 clusters Score -2669616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2655003.250000 Penalty: 3241.547607
	Iteration 0F: 3 clusters Score -2655003 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2660411.500000 Penalty: 3241.547607
	Iteration 1F: 3 clusters Score -2660412 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2660794.000000 Penalty: 3241.547607
	Iteration 2Q: 3 clusters Score -2660794 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2661222.750000 Penalty: 3241.547607
	Iteration 3Q: 3 clusters Score -2661223 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2661724.500000 Penalty: 3241.547607
	Iteration 4F: 3 clusters Score -2661724 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2662388.500000 Penalty: 3241.547607
	Iteration 5F: 3 clusters Score -2662388 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -2663149.000000 Penalty: 3241.547607
	Iteration 6F: 3 clusters Score -2663149 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -2664024.500000 Penalty: 3241.547607
	Iteration 7F: 3 clusters Score -2664024 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2664874.000000 Penalty: 3241.547607
	Iteration 8F: 3 clusters Score -2664874 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -2665645.500000 Penalty: 3241.547607
	Iteration 9Q: 3 clusters Score -2665646 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2666266.750000 Penalty: 3241.547607
	Iteration 10Q: 3 clusters Score -2666267 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -2666760.750000 Penalty: 3241.547607
	Iteration 11Q: 3 clusters Score -2666761 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -2667135.750000 Penalty: 3241.547607
	Iteration 12Q: 3 clusters Score -2667136 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -2667396.000000 Penalty: 3241.547607
	Iteration 13Q: 3 clusters Score -2667396 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -2667599.500000 Penalty: 3241.547607
	Iteration 14Q: 3 clusters Score -2667600 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -2667747.250000 Penalty: 3241.547607
	Iteration 15Q: 3 clusters Score -2667747 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -2667867.500000 Penalty: 3241.547607
	Iteration 16Q: 3 clusters Score -2667868 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -2667967.500000 Penalty: 3241.547607
	Iteration 17Q: 3 clusters Score -2667968 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -2668038.750000 Penalty: 3241.547607
	Iteration 18Q: 3 clusters Score -2668039 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -2668097.750000 Penalty: 3241.547607
	Iteration 19Q: 3 clusters Score -2668098 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -2668149.000000 Penalty: 3241.547607
	Iteration 20F: 3 clusters Score -2668149 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -2668173.250000 Penalty: 3241.547607
	Iteration 21Q: 3 clusters Score -2668173 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -2668207.250000 Penalty: 3241.547607
	Iteration 22Q: 3 clusters Score -2668207 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -2668219.250000 Penalty: 3241.547607
	Iteration 23Q: 3 clusters Score -2668219 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -2668229.250000 Penalty: 3241.547607
	Iteration 24Q: 3 clusters Score -2668229 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -2668246.000000 Penalty: 3241.547607
	Iteration 25Q: 3 clusters Score -2668246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -2668259.500000 Penalty: 3241.547607
	Iteration 26Q: 3 clusters Score -2668260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -2668265.750000 Penalty: 3241.547607
	Iteration 27Q: 3 clusters Score -2668266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2668273.250000 Penalty: 3241.547607
	Iteration 28Q: 3 clusters Score -2668273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -2668277.500000 Penalty: 3241.547607
	Iteration 29Q: 3 clusters Score -2668278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -2668280.250000 Penalty: 3241.547607
	Iteration 30Q: 3 clusters Score -2668280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -2668283.500000 Penalty: 3241.547607
	Iteration 31Q: 3 clusters Score -2668284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -2668286.500000 Penalty: 3241.547607
	Iteration 32Q: 3 clusters Score -2668286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -2668287.250000 Penalty: 3241.547607
	Iteration 33Q: 3 clusters Score -2668287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -2668287.750000 Penalty: 3241.547607
	Iteration 34Q: 3 clusters Score -2668288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -2668287.500000 Penalty: 3241.547607
	Iteration 35Q: 3 clusters Score -2668288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -2668290.750000 Penalty: 3241.547607
	Iteration 36Q: 3 clusters Score -2668291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2668289.250000 Penalty: 3241.547607
	Iteration 37Q: 3 clusters Score -2668289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -2668292.250000 Penalty: 3241.547607
	Iteration 38Q: 3 clusters Score -2668292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -2668291.750000 Penalty: 3241.547607
	Iteration 39Q: 3 clusters Score -2668292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -2668293.000000 Penalty: 3241.547607
	Iteration 40F: 3 clusters Score -2668293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -2668297.000000 Penalty: 3241.547607
	Iteration 41Q: 3 clusters Score -2668297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -2668298.750000 Penalty: 3241.547607
	Iteration 42Q: 3 clusters Score -2668299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -2668303.750000 Penalty: 3241.547607
	Iteration 43Q: 3 clusters Score -2668304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -2668308.000000 Penalty: 3241.547607
	Iteration 44Q: 3 clusters Score -2668308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -2668309.250000 Penalty: 3241.547607
	Iteration 45Q: 3 clusters Score -2668309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -2668309.250000 Penalty: 3241.547607
	Iteration 46F: 3 clusters Score -2668309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -31785.746094 Penalty: 969.081604
	Iteration 0F: 2 clusters Score -31785.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31050.687500 Penalty: 1938.163208
	Iteration 0F: 3 clusters Score -31050.69 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31556.078125 Penalty: 1938.163208
	Iteration 1F: 3 clusters Score -31556.08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -31657.417969 Penalty: 1938.163208
	Iteration 2F: 3 clusters Score -31657.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -31681.949219 Penalty: 1938.163208
	Iteration 3Q: 3 clusters Score -31681.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -31704.390625 Penalty: 1938.163208
	Iteration 4Q: 3 clusters Score -31704.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -31723.921875 Penalty: 1938.163208
	Iteration 5Q: 3 clusters Score -31723.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -31732.876953 Penalty: 1938.163208
	Iteration 6Q: 3 clusters Score -31732.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -31732.876953 Penalty: 1938.163208
	Iteration 7F: 3 clusters Score -31732.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Entering Unmasked Estep 
Score: -206612.671875 Penalty: 1204.083008
	Iteration 0F: 2 clusters Score -206612.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -204728.078125 Penalty: 2408.166016
	Iteration 0F: 3 clusters Score -204728.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -205121.250000 Penalty: 2408.166016
	Iteration 1F: 3 clusters Score -205121.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -205228.890625 Penalty: 2408.166016
	Iteration 2F: 3 clusters Score -205228.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -205288.390625 Penalty: 2408.166016
	Iteration 3Q: 3 clusters Score -205288.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -205329.968750 Penalty: 2408.166016
	Iteration 4Q: 3 clusters Score -205330 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -205346.625000 Penalty: 2408.166016
	Iteration 5Q: 3 clusters Score -205346.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -205356.562500 Penalty: 2408.166016
	Iteration 6Q: 3 clusters Score -205356.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -205362.468750 Penalty: 2408.166016
	Iteration 7Q: 3 clusters Score -205362.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -205365.109375 Penalty: 2408.166016
	Iteration 8Q: 3 clusters Score -205365.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -205368.562500 Penalty: 2408.166016
	Iteration 9Q: 3 clusters Score -205368.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -205372.390625 Penalty: 2408.166016
	Iteration 10Q: 3 clusters Score -205372.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -205373.234375 Penalty: 2408.166016
	Iteration 11Q: 3 clusters Score -205373.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -205373.281250 Penalty: 2408.166016
	Iteration 12Q: 3 clusters Score -205373.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -205373.281250 Penalty: 2408.166016
	Iteration 13F: 3 clusters Score -205373.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -25360.855469 Penalty: 930.082581
	Iteration 0F: 2 clusters Score -25360.86 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 153 members 
Entering Unmasked Estep 
Score: -24528.294922 Penalty: 1860.165161
	Iteration 0F: 3 clusters Score -24528.29 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24702.003906 Penalty: 1860.165161
	Iteration 1F: 3 clusters Score -24702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24799.253906 Penalty: 1860.165161
	Iteration 2F: 3 clusters Score -24799.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24822.958984 Penalty: 1860.165161
	Iteration 3Q: 3 clusters Score -24822.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24826.673828 Penalty: 1860.165161
	Iteration 4Q: 3 clusters Score -24826.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24827.650391 Penalty: 1860.165161
	Iteration 5Q: 3 clusters Score -24827.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24830.126953 Penalty: 1860.165161
	Iteration 6Q: 3 clusters Score -24830.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24830.126953 Penalty: 1860.165161
	Iteration 7F: 3 clusters Score -24830.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Entering Unmasked Estep 
Score: -1177600.375000 Penalty: 1498.281250
	Iteration 0F: 2 clusters Score -1177600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1170436.250000 Penalty: 2996.562500
	Iteration 0F: 3 clusters Score -1170436 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1172772.000000 Penalty: 2996.562500
	Iteration 1F: 3 clusters Score -1172772 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1173052.125000 Penalty: 2996.562500
	Iteration 2F: 3 clusters Score -1173052 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1173310.250000 Penalty: 2996.562500
	Iteration 3F: 3 clusters Score -1173310 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1173590.000000 Penalty: 2996.562500
	Iteration 4F: 3 clusters Score -1173590 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1173874.875000 Penalty: 2996.562500
	Iteration 5Q: 3 clusters Score -1173875 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1174150.875000 Penalty: 2996.562500
	Iteration 6Q: 3 clusters Score -1174151 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1174402.750000 Penalty: 2996.562500
	Iteration 7Q: 3 clusters Score -1174403 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1174621.500000 Penalty: 2996.562500
	Iteration 8Q: 3 clusters Score -1174622 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1174807.750000 Penalty: 2996.562500
	Iteration 9Q: 3 clusters Score -1174808 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1174963.000000 Penalty: 2996.562500
	Iteration 10Q: 3 clusters Score -1174963 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1175091.000000 Penalty: 2996.562500
	Iteration 11Q: 3 clusters Score -1175091 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1175199.875000 Penalty: 2996.562500
	Iteration 12Q: 3 clusters Score -1175200 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1175294.625000 Penalty: 2996.562500
	Iteration 13Q: 3 clusters Score -1175295 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1175367.125000 Penalty: 2996.562500
	Iteration 14Q: 3 clusters Score -1175367 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1175417.125000 Penalty: 2996.562500
	Iteration 15Q: 3 clusters Score -1175417 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1175467.750000 Penalty: 2996.562500
	Iteration 16Q: 3 clusters Score -1175468 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1175521.125000 Penalty: 2996.562500
	Iteration 17Q: 3 clusters Score -1175521 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1175567.125000 Penalty: 2996.562500
	Iteration 18Q: 3 clusters Score -1175567 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1175617.375000 Penalty: 2996.562500
	Iteration 19Q: 3 clusters Score -1175617 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1175660.125000 Penalty: 2996.562500
	Iteration 20F: 3 clusters Score -1175660 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1175704.750000 Penalty: 2996.562500
	Iteration 21Q: 3 clusters Score -1175705 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1175746.875000 Penalty: 2996.562500
	Iteration 22Q: 3 clusters Score -1175747 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1175803.250000 Penalty: 2996.562500
	Iteration 23Q: 3 clusters Score -1175803 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1175856.625000 Penalty: 2996.562500
	Iteration 24Q: 3 clusters Score -1175857 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1175914.125000 Penalty: 2996.562500
	Iteration 25Q: 3 clusters Score -1175914 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1175985.375000 Penalty: 2996.562500
	Iteration 26Q: 3 clusters Score -1175985 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1176051.125000 Penalty: 2996.562500
	Iteration 27Q: 3 clusters Score -1176051 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1176108.250000 Penalty: 2996.562500
	Iteration 28Q: 3 clusters Score -1176108 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1176152.125000 Penalty: 2996.562500
	Iteration 29Q: 3 clusters Score -1176152 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1176179.625000 Penalty: 2996.562500
	Iteration 30Q: 3 clusters Score -1176180 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1176212.250000 Penalty: 2996.562500
	Iteration 31Q: 3 clusters Score -1176212 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1176236.250000 Penalty: 2996.562500
	Iteration 32Q: 3 clusters Score -1176236 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1176259.750000 Penalty: 2996.562500
	Iteration 33Q: 3 clusters Score -1176260 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1176273.500000 Penalty: 2996.562500
	Iteration 34Q: 3 clusters Score -1176274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1176284.875000 Penalty: 2996.562500
	Iteration 35Q: 3 clusters Score -1176285 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1176300.000000 Penalty: 2996.562500
	Iteration 36Q: 3 clusters Score -1176300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1176310.750000 Penalty: 2996.562500
	Iteration 37Q: 3 clusters Score -1176311 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1176327.500000 Penalty: 2996.562500
	Iteration 38Q: 3 clusters Score -1176328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1176340.750000 Penalty: 2996.562500
	Iteration 39Q: 3 clusters Score -1176341 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1176361.125000 Penalty: 2996.562500
	Iteration 40F: 3 clusters Score -1176361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1176369.250000 Penalty: 2996.562500
	Iteration 41Q: 3 clusters Score -1176369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1176374.000000 Penalty: 2996.562500
	Iteration 42Q: 3 clusters Score -1176374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1176383.125000 Penalty: 2996.562500
	Iteration 43Q: 3 clusters Score -1176383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1176390.500000 Penalty: 2996.562500
	Iteration 44Q: 3 clusters Score -1176390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1176403.875000 Penalty: 2996.562500
	Iteration 45Q: 3 clusters Score -1176404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1176408.750000 Penalty: 2996.562500
	Iteration 46Q: 3 clusters Score -1176409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1176415.500000 Penalty: 2996.562500
	Iteration 47Q: 3 clusters Score -1176416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1176423.875000 Penalty: 2996.562500
	Iteration 48Q: 3 clusters Score -1176424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1176424.000000 Penalty: 2996.562500
	Iteration 49Q: 3 clusters Score -1176424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1176425.625000 Penalty: 2996.562500
	Iteration 50Q: 3 clusters Score -1176426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1176424.875000 Penalty: 2996.562500
	Iteration 51Q: 3 clusters Score -1176425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1176425.375000 Penalty: 2996.562500
	Iteration 52Q: 3 clusters Score -1176425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1176426.125000 Penalty: 2996.562500
	Iteration 53Q: 3 clusters Score -1176426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1176425.375000 Penalty: 2996.562500
	Iteration 54Q: 3 clusters Score -1176425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1176425.375000 Penalty: 2996.562500
	Iteration 55F: 3 clusters Score -1176425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (102078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102078 members 
Entering Unmasked Estep 
Score: -12780461.000000 Penalty: 1874.192505
	Iteration 0F: 2 clusters Score -1.278046e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51040 members 
Mstep: Class 2 contains 51038 members 
Entering Unmasked Estep 
Score: -12715623.000000 Penalty: 3748.385010
	Iteration 0F: 3 clusters Score -1.271562e+07 nChanged 48949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49603 members 
Mstep: Class 2 contains 52475 members 
Entering Unmasked Estep 
Score: -12744276.000000 Penalty: 3748.385010
	Iteration 1F: 3 clusters Score -1.274428e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48679 members 
Mstep: Class 2 contains 53399 members 
Entering Unmasked Estep 
Score: -12745272.000000 Penalty: 3748.385010
	Iteration 2Q: 3 clusters Score -1.274527e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47318 members 
Mstep: Class 2 contains 54760 members 
Entering Unmasked Estep 
Score: -12746579.000000 Penalty: 3748.385010
	Iteration 3Q: 3 clusters Score -1.274658e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 56547 members 
Entering Unmasked Estep 
Score: -12748216.000000 Penalty: 3748.385010
	Iteration 4Q: 3 clusters Score -1.274822e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 58995 members 
Entering Unmasked Estep 
Score: -12750671.000000 Penalty: 3748.385010
	Iteration 5Q: 3 clusters Score -1.275067e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 62086 members 
Entering Unmasked Estep 
Score: -12754178.000000 Penalty: 3748.385010
	Iteration 6F: 3 clusters Score -1.275418e+07 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 65546 members 
Entering Unmasked Estep 
Score: -12758977.000000 Penalty: 3748.385010
	Iteration 7F: 3 clusters Score -1.275898e+07 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 68701 members 
Entering Unmasked Estep 
Score: -12764013.000000 Penalty: 3748.385010
	Iteration 8F: 3 clusters Score -1.276401e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 71064 members 
Entering Unmasked Estep 
Score: -12767665.000000 Penalty: 3748.385010
	Iteration 9F: 3 clusters Score -1.276766e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 72862 members 
Entering Unmasked Estep 
Score: -12769340.000000 Penalty: 3748.385010
	Iteration 10Q: 3 clusters Score -1.276934e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 74477 members 
Entering Unmasked Estep 
Score: -12770236.000000 Penalty: 3748.385010
	Iteration 11Q: 3 clusters Score -1.277024e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 76057 members 
Entering Unmasked Estep 
Score: -12770787.000000 Penalty: 3748.385010
	Iteration 12Q: 3 clusters Score -1.277079e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 77639 members 
Entering Unmasked Estep 
Score: -12771346.000000 Penalty: 3748.385010
	Iteration 13Q: 3 clusters Score -1.277135e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 79231 members 
Entering Unmasked Estep 
Score: -12771833.000000 Penalty: 3748.385010
	Iteration 14Q: 3 clusters Score -1.277183e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 80840 members 
Entering Unmasked Estep 
Score: -12772412.000000 Penalty: 3748.385010
	Iteration 15Q: 3 clusters Score -1.277241e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 82503 members 
Entering Unmasked Estep 
Score: -12772948.000000 Penalty: 3748.385010
	Iteration 16Q: 3 clusters Score -1.277295e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 84204 members 
Entering Unmasked Estep 
Score: -12773593.000000 Penalty: 3748.385010
	Iteration 17Q: 3 clusters Score -1.277359e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 85938 members 
Entering Unmasked Estep 
Score: -12774368.000000 Penalty: 3748.385010
	Iteration 18Q: 3 clusters Score -1.277437e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 87635 members 
Entering Unmasked Estep 
Score: -12775074.000000 Penalty: 3748.385010
	Iteration 19Q: 3 clusters Score -1.277507e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 89301 members 
Entering Unmasked Estep 
Score: -12775722.000000 Penalty: 3748.385010
	Iteration 20F: 3 clusters Score -1.277572e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 90858 members 
Entering Unmasked Estep 
Score: -12776493.000000 Penalty: 3748.385010
	Iteration 21Q: 3 clusters Score -1.277649e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 92355 members 
Entering Unmasked Estep 
Score: -12777200.000000 Penalty: 3748.385010
	Iteration 22Q: 3 clusters Score -1.27772e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 93719 members 
Entering Unmasked Estep 
Score: -12777854.000000 Penalty: 3748.385010
	Iteration 23Q: 3 clusters Score -1.277785e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 94956 members 
Entering Unmasked Estep 
Score: -12778357.000000 Penalty: 3748.385010
	Iteration 24Q: 3 clusters Score -1.277836e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 96081 members 
Entering Unmasked Estep 
Score: -12778633.000000 Penalty: 3748.385010
	Iteration 25Q: 3 clusters Score -1.277863e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 97073 members 
Entering Unmasked Estep 
Score: -12778802.000000 Penalty: 3748.385010
	Iteration 26Q: 3 clusters Score -1.27788e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 97893 members 
Entering Unmasked Estep 
Score: -12778904.000000 Penalty: 3748.385010
	Iteration 27Q: 3 clusters Score -1.27789e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 98543 members 
Entering Unmasked Estep 
Score: -12779015.000000 Penalty: 3748.385010
	Iteration 28Q: 3 clusters Score -1.277902e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 99072 members 
Entering Unmasked Estep 
Score: -12779000.000000 Penalty: 3748.385010
	Iteration 29Q: 3 clusters Score -1.2779e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 99478 members 
Entering Unmasked Estep 
Score: -12779086.000000 Penalty: 3748.385010
	Iteration 30Q: 3 clusters Score -1.277909e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 99816 members 
Entering Unmasked Estep 
Score: -12779096.000000 Penalty: 3748.385010
	Iteration 31Q: 3 clusters Score -1.27791e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 100069 members 
Entering Unmasked Estep 
Score: -12779130.000000 Penalty: 3748.385010
	Iteration 32Q: 3 clusters Score -1.277913e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 100292 members 
Entering Unmasked Estep 
Score: -12779111.000000 Penalty: 3748.385010
	Iteration 33Q: 3 clusters Score -1.277911e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 100469 members 
Entering Unmasked Estep 
Score: -12779168.000000 Penalty: 3748.385010
	Iteration 34Q: 3 clusters Score -1.277917e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 100627 members 
Entering Unmasked Estep 
Score: -12779176.000000 Penalty: 3748.385010
	Iteration 35Q: 3 clusters Score -1.277918e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 100757 members 
Entering Unmasked Estep 
Score: -12779146.000000 Penalty: 3748.385010
	Iteration 36Q: 3 clusters Score -1.277915e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 100869 members 
Entering Unmasked Estep 
Score: -12779153.000000 Penalty: 3748.385010
	Iteration 37Q: 3 clusters Score -1.277915e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 100925 members 
Entering Unmasked Estep 
Score: -12779155.000000 Penalty: 3748.385010
	Iteration 38Q: 3 clusters Score -1.277916e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 100969 members 
Entering Unmasked Estep 
Score: -12779154.000000 Penalty: 3748.385010
	Iteration 39Q: 3 clusters Score -1.277915e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 101002 members 
Entering Unmasked Estep 
Score: -12779167.000000 Penalty: 3748.385010
	Iteration 40F: 3 clusters Score -1.277917e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 101032 members 
Entering Unmasked Estep 
Score: -12779173.000000 Penalty: 3748.385010
	Iteration 41Q: 3 clusters Score -1.277917e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 101056 members 
Entering Unmasked Estep 
Score: -12779184.000000 Penalty: 3748.385010
	Iteration 42Q: 3 clusters Score -1.277918e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 101089 members 
Entering Unmasked Estep 
Score: -12779211.000000 Penalty: 3748.385010
	Iteration 43Q: 3 clusters Score -1.277921e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 101113 members 
Entering Unmasked Estep 
Score: -12779205.000000 Penalty: 3748.385010
	Iteration 44Q: 3 clusters Score -1.27792e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 101137 members 
Entering Unmasked Estep 
Score: -12779203.000000 Penalty: 3748.385010
	Iteration 45Q: 3 clusters Score -1.27792e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 101168 members 
Entering Unmasked Estep 
Score: -12779221.000000 Penalty: 3748.385010
	Iteration 46Q: 3 clusters Score -1.277922e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 101198 members 
Entering Unmasked Estep 
Score: -12779219.000000 Penalty: 3748.385010
	Iteration 47Q: 3 clusters Score -1.277922e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 101218 members 
Entering Unmasked Estep 
Score: -12779215.000000 Penalty: 3748.385010
	Iteration 48Q: 3 clusters Score -1.277922e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 101238 members 
Entering Unmasked Estep 
Score: -12779234.000000 Penalty: 3748.385010
	Iteration 49Q: 3 clusters Score -1.277923e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 101250 members 
Entering Unmasked Estep 
Score: -12779213.000000 Penalty: 3748.385010
	Iteration 50Q: 3 clusters Score -1.277921e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 101262 members 
Entering Unmasked Estep 
Score: -12779214.000000 Penalty: 3748.385010
	Iteration 51Q: 3 clusters Score -1.277921e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 101272 members 
Entering Unmasked Estep 
Score: -12779201.000000 Penalty: 3748.385010
	Iteration 52Q: 3 clusters Score -1.27792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 101283 members 
Entering Unmasked Estep 
Score: -12779213.000000 Penalty: 3748.385010
	Iteration 53Q: 3 clusters Score -1.277921e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 101295 members 
Entering Unmasked Estep 
Score: -12779221.000000 Penalty: 3748.385010
	Iteration 54Q: 3 clusters Score -1.277922e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 101311 members 
Entering Unmasked Estep 
Score: -12779231.000000 Penalty: 3748.385010
	Iteration 55Q: 3 clusters Score -1.277923e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 101320 members 
Entering Unmasked Estep 
Score: -12779236.000000 Penalty: 3748.385010
	Iteration 56Q: 3 clusters Score -1.277924e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 101326 members 
Entering Unmasked Estep 
Score: -12779233.000000 Penalty: 3748.385010
	Iteration 57Q: 3 clusters Score -1.277923e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 101336 members 
Entering Unmasked Estep 
Score: -12779223.000000 Penalty: 3748.385010
	Iteration 58Q: 3 clusters Score -1.277922e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 101345 members 
Entering Unmasked Estep 
Score: -12779219.000000 Penalty: 3748.385010
	Iteration 59Q: 3 clusters Score -1.277922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 101353 members 
Entering Unmasked Estep 
Score: -12779217.000000 Penalty: 3748.385010
	Iteration 60F: 3 clusters Score -1.277922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 101361 members 
Entering Unmasked Estep 
Score: -12779220.000000 Penalty: 3748.385010
	Iteration 61Q: 3 clusters Score -1.277922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 101364 members 
Entering Unmasked Estep 
Score: -12779234.000000 Penalty: 3748.385010
	Iteration 62Q: 3 clusters Score -1.277923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 101363 members 
Entering Unmasked Estep 
Score: -12779230.000000 Penalty: 3748.385010
	Iteration 63Q: 3 clusters Score -1.277923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 101365 members 
Entering Unmasked Estep 
Score: -12779229.000000 Penalty: 3748.385010
	Iteration 64Q: 3 clusters Score -1.277923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 101370 members 
Entering Unmasked Estep 
Score: -12779242.000000 Penalty: 3748.385010
	Iteration 65Q: 3 clusters Score -1.277924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 101377 members 
Entering Unmasked Estep 
Score: -12779238.000000 Penalty: 3748.385010
	Iteration 66Q: 3 clusters Score -1.277924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 101380 members 
Entering Unmasked Estep 
Score: -12779238.000000 Penalty: 3748.385010
	Iteration 67Q: 3 clusters Score -1.277924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 101385 members 
Entering Unmasked Estep 
Score: -12779247.000000 Penalty: 3748.385010
	Iteration 68Q: 3 clusters Score -1.277925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 101390 members 
Entering Unmasked Estep 
Score: -12779242.000000 Penalty: 3748.385010
	Iteration 69Q: 3 clusters Score -1.277924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 101394 members 
Entering Unmasked Estep 
Score: -12779236.000000 Penalty: 3748.385010
	Iteration 70Q: 3 clusters Score -1.277924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 101397 members 
Entering Unmasked Estep 
Score: -12779240.000000 Penalty: 3748.385010
	Iteration 71Q: 3 clusters Score -1.277924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 101398 members 
Entering Unmasked Estep 
Score: -12779240.000000 Penalty: 3748.385010
	Iteration 72Q: 3 clusters Score -1.277924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 101399 members 
Entering Unmasked Estep 
Score: -12779232.000000 Penalty: 3748.385010
	Iteration 73Q: 3 clusters Score -1.277923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 101400 members 
Entering Unmasked Estep 
Score: -12779225.000000 Penalty: 3748.385010
	Iteration 74Q: 3 clusters Score -1.277922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 101400 members 
Entering Unmasked Estep 
Score: -12779225.000000 Penalty: 3748.385010
	Iteration 75F: 3 clusters Score -1.277922e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -83838.164062 Penalty: 1067.312622
	Iteration 0F: 2 clusters Score -83838.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -82603.531250 Penalty: 2134.625244
	Iteration 0F: 3 clusters Score -82603.53 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -82802.328125 Penalty: 2134.625244
	Iteration 1F: 3 clusters Score -82802.33 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -82860.890625 Penalty: 2134.625244
	Iteration 2F: 3 clusters Score -82860.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -82891.687500 Penalty: 2134.625244
	Iteration 3Q: 3 clusters Score -82891.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -82904.203125 Penalty: 2134.625244
	Iteration 4Q: 3 clusters Score -82904.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -82912.726562 Penalty: 2134.625244
	Iteration 5Q: 3 clusters Score -82912.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -82920.234375 Penalty: 2134.625244
	Iteration 6Q: 3 clusters Score -82920.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -82924.757812 Penalty: 2134.625244
	Iteration 7Q: 3 clusters Score -82924.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -82928.937500 Penalty: 2134.625244
	Iteration 8Q: 3 clusters Score -82928.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -82935.210938 Penalty: 2134.625244
	Iteration 9Q: 3 clusters Score -82935.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -82942.390625 Penalty: 2134.625244
	Iteration 10Q: 3 clusters Score -82942.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -82945.531250 Penalty: 2134.625244
	Iteration 11Q: 3 clusters Score -82945.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -82945.531250 Penalty: 2134.625244
	Iteration 12F: 3 clusters Score -82945.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Entering Unmasked Estep 
Score: -844959.000000 Penalty: 1432.352783
	Iteration 0F: 2 clusters Score -844959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -839844.875000 Penalty: 2864.705566
	Iteration 0F: 3 clusters Score -839844.9 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -841372.250000 Penalty: 2864.705566
	Iteration 1F: 3 clusters Score -841372.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -841672.562500 Penalty: 2864.705566
	Iteration 2F: 3 clusters Score -841672.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -842002.437500 Penalty: 2864.705566
	Iteration 3F: 3 clusters Score -842002.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -842334.375000 Penalty: 2864.705566
	Iteration 4F: 3 clusters Score -842334.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -842663.937500 Penalty: 2864.705566
	Iteration 5F: 3 clusters Score -842663.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -842929.812500 Penalty: 2864.705566
	Iteration 6F: 3 clusters Score -842929.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -843144.375000 Penalty: 2864.705566
	Iteration 7Q: 3 clusters Score -843144.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -843276.375000 Penalty: 2864.705566
	Iteration 8Q: 3 clusters Score -843276.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -843348.187500 Penalty: 2864.705566
	Iteration 9Q: 3 clusters Score -843348.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -843402.625000 Penalty: 2864.705566
	Iteration 10Q: 3 clusters Score -843402.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -843437.687500 Penalty: 2864.705566
	Iteration 11Q: 3 clusters Score -843437.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -843472.562500 Penalty: 2864.705566
	Iteration 12Q: 3 clusters Score -843472.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -843504.687500 Penalty: 2864.705566
	Iteration 13Q: 3 clusters Score -843504.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -843534.875000 Penalty: 2864.705566
	Iteration 14Q: 3 clusters Score -843534.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -843559.125000 Penalty: 2864.705566
	Iteration 15Q: 3 clusters Score -843559.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -843576.625000 Penalty: 2864.705566
	Iteration 16Q: 3 clusters Score -843576.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -843585.250000 Penalty: 2864.705566
	Iteration 17Q: 3 clusters Score -843585.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -843589.375000 Penalty: 2864.705566
	Iteration 18Q: 3 clusters Score -843589.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -843596.312500 Penalty: 2864.705566
	Iteration 19Q: 3 clusters Score -843596.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -843608.437500 Penalty: 2864.705566
	Iteration 20F: 3 clusters Score -843608.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -843616.062500 Penalty: 2864.705566
	Iteration 21Q: 3 clusters Score -843616.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -843621.312500 Penalty: 2864.705566
	Iteration 22Q: 3 clusters Score -843621.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -843626.875000 Penalty: 2864.705566
	Iteration 23Q: 3 clusters Score -843626.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -843627.000000 Penalty: 2864.705566
	Iteration 24Q: 3 clusters Score -843627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -843632.312500 Penalty: 2864.705566
	Iteration 25Q: 3 clusters Score -843632.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -843637.687500 Penalty: 2864.705566
	Iteration 26Q: 3 clusters Score -843637.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -843642.625000 Penalty: 2864.705566
	Iteration 27Q: 3 clusters Score -843642.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -843644.812500 Penalty: 2864.705566
	Iteration 28Q: 3 clusters Score -843644.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -843646.937500 Penalty: 2864.705566
	Iteration 29Q: 3 clusters Score -843646.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -843647.937500 Penalty: 2864.705566
	Iteration 30Q: 3 clusters Score -843647.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -843652.812500 Penalty: 2864.705566
	Iteration 31Q: 3 clusters Score -843652.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -843655.625000 Penalty: 2864.705566
	Iteration 32Q: 3 clusters Score -843655.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -843656.562500 Penalty: 2864.705566
	Iteration 33Q: 3 clusters Score -843656.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -843657.937500 Penalty: 2864.705566
	Iteration 34Q: 3 clusters Score -843657.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -843662.750000 Penalty: 2864.705566
	Iteration 35Q: 3 clusters Score -843662.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -843665.187500 Penalty: 2864.705566
	Iteration 36Q: 3 clusters Score -843665.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -843666.500000 Penalty: 2864.705566
	Iteration 37Q: 3 clusters Score -843666.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -843672.250000 Penalty: 2864.705566
	Iteration 38Q: 3 clusters Score -843672.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -843676.875000 Penalty: 2864.705566
	Iteration 39Q: 3 clusters Score -843676.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -843679.375000 Penalty: 2864.705566
	Iteration 40F: 3 clusters Score -843679.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -843682.875000 Penalty: 2864.705566
	Iteration 41Q: 3 clusters Score -843682.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -843685.500000 Penalty: 2864.705566
	Iteration 42Q: 3 clusters Score -843685.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -843687.625000 Penalty: 2864.705566
	Iteration 43Q: 3 clusters Score -843687.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -843689.750000 Penalty: 2864.705566
	Iteration 44Q: 3 clusters Score -843689.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -843690.562500 Penalty: 2864.705566
	Iteration 45Q: 3 clusters Score -843690.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -843691.687500 Penalty: 2864.705566
	Iteration 46Q: 3 clusters Score -843691.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -843690.750000 Penalty: 2864.705566
	Iteration 47Q: 3 clusters Score -843690.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -843693.125000 Penalty: 2864.705566
	Iteration 48Q: 3 clusters Score -843693.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -843694.125000 Penalty: 2864.705566
	Iteration 49Q: 3 clusters Score -843694.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -843696.312500 Penalty: 2864.705566
	Iteration 50Q: 3 clusters Score -843696.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -843697.125000 Penalty: 2864.705566
	Iteration 51Q: 3 clusters Score -843697.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -843697.562500 Penalty: 2864.705566
	Iteration 52Q: 3 clusters Score -843697.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -843697.562500 Penalty: 2864.705566
	Iteration 53F: 3 clusters Score -843697.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Entering Unmasked Estep 
Score: -377003.250000 Penalty: 1311.674561
	Iteration 0F: 2 clusters Score -377003.2 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 1616 members 
Entering Unmasked Estep 
Score: -374189.093750 Penalty: 2623.349121
	Iteration 0F: 3 clusters Score -374189.1 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -375029.781250 Penalty: 2623.349121
	Iteration 1F: 3 clusters Score -375029.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -375372.937500 Penalty: 2623.349121
	Iteration 2F: 3 clusters Score -375372.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -375690.437500 Penalty: 2623.349121
	Iteration 3F: 3 clusters Score -375690.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -375941.593750 Penalty: 2623.349121
	Iteration 4F: 3 clusters Score -375941.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -376135.343750 Penalty: 2623.349121
	Iteration 5F: 3 clusters Score -376135.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -376280.593750 Penalty: 2623.349121
	Iteration 6F: 3 clusters Score -376280.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -376372.281250 Penalty: 2623.349121
	Iteration 7Q: 3 clusters Score -376372.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -376417.906250 Penalty: 2623.349121
	Iteration 8Q: 3 clusters Score -376417.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -376453.656250 Penalty: 2623.349121
	Iteration 9Q: 3 clusters Score -376453.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -376485.031250 Penalty: 2623.349121
	Iteration 10Q: 3 clusters Score -376485 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -376502.812500 Penalty: 2623.349121
	Iteration 11Q: 3 clusters Score -376502.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -376514.781250 Penalty: 2623.349121
	Iteration 12Q: 3 clusters Score -376514.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -376524.718750 Penalty: 2623.349121
	Iteration 13Q: 3 clusters Score -376524.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -376532.562500 Penalty: 2623.349121
	Iteration 14Q: 3 clusters Score -376532.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -376536.937500 Penalty: 2623.349121
	Iteration 15Q: 3 clusters Score -376536.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -376544.312500 Penalty: 2623.349121
	Iteration 16Q: 3 clusters Score -376544.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -376546.562500 Penalty: 2623.349121
	Iteration 17Q: 3 clusters Score -376546.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -376547.593750 Penalty: 2623.349121
	Iteration 18Q: 3 clusters Score -376547.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -376549.437500 Penalty: 2623.349121
	Iteration 19Q: 3 clusters Score -376549.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -376549.875000 Penalty: 2623.349121
	Iteration 20F: 3 clusters Score -376549.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -376550.125000 Penalty: 2623.349121
	Iteration 21Q: 3 clusters Score -376550.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -376551.000000 Penalty: 2623.349121
	Iteration 22Q: 3 clusters Score -376551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -376551.343750 Penalty: 2623.349121
	Iteration 23Q: 3 clusters Score -376551.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -376552.125000 Penalty: 2623.349121
	Iteration 24Q: 3 clusters Score -376552.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -376552.125000 Penalty: 2623.349121
	Iteration 25F: 3 clusters Score -376552.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Entering Unmasked Estep 
Score: -440132.812500 Penalty: 1332.502319
	Iteration 0F: 2 clusters Score -440132.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -436997.656250 Penalty: 2665.004639
	Iteration 0F: 3 clusters Score -436997.7 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -437769.312500 Penalty: 2665.004639
	Iteration 1F: 3 clusters Score -437769.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -437919.750000 Penalty: 2665.004639
	Iteration 2F: 3 clusters Score -437919.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -438033.406250 Penalty: 2665.004639
	Iteration 3F: 3 clusters Score -438033.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -438113.875000 Penalty: 2665.004639
	Iteration 4Q: 3 clusters Score -438113.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -438187.750000 Penalty: 2665.004639
	Iteration 5Q: 3 clusters Score -438187.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -438257.031250 Penalty: 2665.004639
	Iteration 6Q: 3 clusters Score -438257 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -438329.062500 Penalty: 2665.004639
	Iteration 7Q: 3 clusters Score -438329.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -438398.718750 Penalty: 2665.004639
	Iteration 8Q: 3 clusters Score -438398.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -438480.656250 Penalty: 2665.004639
	Iteration 9Q: 3 clusters Score -438480.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -438542.906250 Penalty: 2665.004639
	Iteration 10Q: 3 clusters Score -438542.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -438592.343750 Penalty: 2665.004639
	Iteration 11Q: 3 clusters Score -438592.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -438645.218750 Penalty: 2665.004639
	Iteration 12Q: 3 clusters Score -438645.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -438696.437500 Penalty: 2665.004639
	Iteration 13Q: 3 clusters Score -438696.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -438745.593750 Penalty: 2665.004639
	Iteration 14Q: 3 clusters Score -438745.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -438790.375000 Penalty: 2665.004639
	Iteration 15Q: 3 clusters Score -438790.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -438831.250000 Penalty: 2665.004639
	Iteration 16Q: 3 clusters Score -438831.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -438862.218750 Penalty: 2665.004639
	Iteration 17Q: 3 clusters Score -438862.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -438888.531250 Penalty: 2665.004639
	Iteration 18Q: 3 clusters Score -438888.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -438909.656250 Penalty: 2665.004639
	Iteration 19Q: 3 clusters Score -438909.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -438928.062500 Penalty: 2665.004639
	Iteration 20F: 3 clusters Score -438928.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -438944.375000 Penalty: 2665.004639
	Iteration 21Q: 3 clusters Score -438944.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -438955.000000 Penalty: 2665.004639
	Iteration 22Q: 3 clusters Score -438955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -438962.687500 Penalty: 2665.004639
	Iteration 23Q: 3 clusters Score -438962.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -438968.468750 Penalty: 2665.004639
	Iteration 24Q: 3 clusters Score -438968.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -438971.125000 Penalty: 2665.004639
	Iteration 25Q: 3 clusters Score -438971.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -438972.718750 Penalty: 2665.004639
	Iteration 26Q: 3 clusters Score -438972.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -438974.656250 Penalty: 2665.004639
	Iteration 27Q: 3 clusters Score -438974.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -438978.781250 Penalty: 2665.004639
	Iteration 28Q: 3 clusters Score -438978.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -438980.031250 Penalty: 2665.004639
	Iteration 29Q: 3 clusters Score -438980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -438982.125000 Penalty: 2665.004639
	Iteration 30Q: 3 clusters Score -438982.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -438984.281250 Penalty: 2665.004639
	Iteration 31Q: 3 clusters Score -438984.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -438986.343750 Penalty: 2665.004639
	Iteration 32Q: 3 clusters Score -438986.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -438989.906250 Penalty: 2665.004639
	Iteration 33Q: 3 clusters Score -438989.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -438993.656250 Penalty: 2665.004639
	Iteration 34Q: 3 clusters Score -438993.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -438997.000000 Penalty: 2665.004639
	Iteration 35Q: 3 clusters Score -438997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -439002.593750 Penalty: 2665.004639
	Iteration 36Q: 3 clusters Score -439002.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -439004.281250 Penalty: 2665.004639
	Iteration 37Q: 3 clusters Score -439004.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -439005.531250 Penalty: 2665.004639
	Iteration 38Q: 3 clusters Score -439005.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -439006.968750 Penalty: 2665.004639
	Iteration 39Q: 3 clusters Score -439007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -439007.031250 Penalty: 2665.004639
	Iteration 40F: 3 clusters Score -439007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -439007.968750 Penalty: 2665.004639
	Iteration 41Q: 3 clusters Score -439008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -439009.250000 Penalty: 2665.004639
	Iteration 42Q: 3 clusters Score -439009.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -439008.843750 Penalty: 2665.004639
	Iteration 43Q: 3 clusters Score -439008.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -439008.843750 Penalty: 2665.004639
	Iteration 44F: 3 clusters Score -439008.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Entering Unmasked Estep 
Score: -228545.328125 Penalty: 1227.664551
	Iteration 0F: 2 clusters Score -228545.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -226527.671875 Penalty: 2455.329102
	Iteration 0F: 3 clusters Score -226527.7 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -227163.500000 Penalty: 2455.329102
	Iteration 1F: 3 clusters Score -227163.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -227347.671875 Penalty: 2455.329102
	Iteration 2F: 3 clusters Score -227347.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -227458.531250 Penalty: 2455.329102
	Iteration 3F: 3 clusters Score -227458.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -227555.234375 Penalty: 2455.329102
	Iteration 4Q: 3 clusters Score -227555.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -227659.875000 Penalty: 2455.329102
	Iteration 5Q: 3 clusters Score -227659.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -227755.890625 Penalty: 2455.329102
	Iteration 6Q: 3 clusters Score -227755.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -227806.750000 Penalty: 2455.329102
	Iteration 7Q: 3 clusters Score -227806.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -227839.734375 Penalty: 2455.329102
	Iteration 8Q: 3 clusters Score -227839.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -227859.968750 Penalty: 2455.329102
	Iteration 9Q: 3 clusters Score -227860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -227875.546875 Penalty: 2455.329102
	Iteration 10Q: 3 clusters Score -227875.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -227886.359375 Penalty: 2455.329102
	Iteration 11Q: 3 clusters Score -227886.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -227890.062500 Penalty: 2455.329102
	Iteration 12Q: 3 clusters Score -227890.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -227895.140625 Penalty: 2455.329102
	Iteration 13Q: 3 clusters Score -227895.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -227899.765625 Penalty: 2455.329102
	Iteration 14Q: 3 clusters Score -227899.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -227907.750000 Penalty: 2455.329102
	Iteration 15Q: 3 clusters Score -227907.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -227911.437500 Penalty: 2455.329102
	Iteration 16Q: 3 clusters Score -227911.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -227915.953125 Penalty: 2455.329102
	Iteration 17Q: 3 clusters Score -227916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -227920.953125 Penalty: 2455.329102
	Iteration 18Q: 3 clusters Score -227921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -227927.312500 Penalty: 2455.329102
	Iteration 19Q: 3 clusters Score -227927.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -227932.250000 Penalty: 2455.329102
	Iteration 20F: 3 clusters Score -227932.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -227937.093750 Penalty: 2455.329102
	Iteration 21Q: 3 clusters Score -227937.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -227940.078125 Penalty: 2455.329102
	Iteration 22Q: 3 clusters Score -227940.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -227943.875000 Penalty: 2455.329102
	Iteration 23Q: 3 clusters Score -227943.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -227946.031250 Penalty: 2455.329102
	Iteration 24Q: 3 clusters Score -227946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -227948.812500 Penalty: 2455.329102
	Iteration 25Q: 3 clusters Score -227948.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -227963.750000 Penalty: 2455.329102
	Iteration 26Q: 3 clusters Score -227963.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -227978.515625 Penalty: 2455.329102
	Iteration 27Q: 3 clusters Score -227978.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -227989.453125 Penalty: 2455.329102
	Iteration 28Q: 3 clusters Score -227989.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -228009.484375 Penalty: 2455.329102
	Iteration 29Q: 3 clusters Score -228009.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -228029.359375 Penalty: 2455.329102
	Iteration 30Q: 3 clusters Score -228029.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -228066.687500 Penalty: 2455.329102
	Iteration 31Q: 3 clusters Score -228066.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -228128.718750 Penalty: 2455.329102
	Iteration 32Q: 3 clusters Score -228128.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -228234.156250 Penalty: 2455.329102
	Iteration 33Q: 3 clusters Score -228234.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -228311.734375 Penalty: 2455.329102
	Iteration 34Q: 3 clusters Score -228311.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -228373.703125 Penalty: 2455.329102
	Iteration 35Q: 3 clusters Score -228373.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -228425.609375 Penalty: 2455.329102
	Iteration 36Q: 3 clusters Score -228425.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -228467.843750 Penalty: 2455.329102
	Iteration 37Q: 3 clusters Score -228467.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -228524.296875 Penalty: 2455.329102
	Iteration 38Q: 3 clusters Score -228524.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -228563.875000 Penalty: 2455.329102
	Iteration 39Q: 3 clusters Score -228563.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -228596.593750 Penalty: 2455.329102
	Iteration 40F: 3 clusters Score -228596.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -228610.000000 Penalty: 2455.329102
	Iteration 41Q: 3 clusters Score -228610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -228614.718750 Penalty: 2455.329102
	Iteration 42Q: 3 clusters Score -228614.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -228615.187500 Penalty: 2455.329102
	Iteration 43Q: 3 clusters Score -228615.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -228615.578125 Penalty: 2455.329102
	Iteration 44Q: 3 clusters Score -228615.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -228616.000000 Penalty: 2455.329102
	Iteration 45Q: 3 clusters Score -228616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -228616.000000 Penalty: 2455.329102
	Iteration 46F: 3 clusters Score -228616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 119578 members 
Mstep: Class 3 contains 6536 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9431 members 
Mstep: Class 6 contains 40833 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6962 members 
Mstep: Class 9 contains 87552 members 
Mstep: Class 10 contains 80834 members 
Mstep: Class 11 contains 101178 members 
Mstep: Class 12 contains 55156 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 97029 members 
Mstep: Class 15 contains 3065 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 3495 members 
Mstep: Class 20 contains 21461 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10099 members 
Mstep: Class 25 contains 102078 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6731 members 
Mstep: Class 28 contains 3203 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13958 members 
Mstep: Class 34 contains 10173 members 
Mstep: Class 35 contains 9749 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91883 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7624 members 
Mstep: Class 41 contains 1700 members 
Mstep: Class 42 contains 1286 members 
Entering Unmasked Estep 
Score: -111779520.000000 Penalty: 93710.203125
Splitting cluster 30 changes total score from -111780552.000000 to -111779520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Entering Unmasked Estep 
Score: -83860.648438 Penalty: 1094.177734
	Iteration 0F: 2 clusters Score -83860.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -82540.765625 Penalty: 2188.355469
	Iteration 0F: 3 clusters Score -82540.77 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -82900.328125 Penalty: 2188.355469
	Iteration 1F: 3 clusters Score -82900.33 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -83141.351562 Penalty: 2188.355469
	Iteration 2F: 3 clusters Score -83141.35 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -83245.218750 Penalty: 2188.355469
	Iteration 3F: 3 clusters Score -83245.22 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -83301.906250 Penalty: 2188.355469
	Iteration 4Q: 3 clusters Score -83301.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -83332.578125 Penalty: 2188.355469
	Iteration 5Q: 3 clusters Score -83332.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -83371.875000 Penalty: 2188.355469
	Iteration 6Q: 3 clusters Score -83371.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -83414.789062 Penalty: 2188.355469
	Iteration 7Q: 3 clusters Score -83414.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -83453.726562 Penalty: 2188.355469
	Iteration 8Q: 3 clusters Score -83453.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -83485.414062 Penalty: 2188.355469
	Iteration 9Q: 3 clusters Score -83485.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -83503.562500 Penalty: 2188.355469
	Iteration 10Q: 3 clusters Score -83503.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -83510.468750 Penalty: 2188.355469
	Iteration 11Q: 3 clusters Score -83510.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -83518.835938 Penalty: 2188.355469
	Iteration 12Q: 3 clusters Score -83518.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -83520.320312 Penalty: 2188.355469
	Iteration 13Q: 3 clusters Score -83520.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -83521.062500 Penalty: 2188.355469
	Iteration 14Q: 3 clusters Score -83521.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -83522.914062 Penalty: 2188.355469
	Iteration 15Q: 3 clusters Score -83522.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -83528.187500 Penalty: 2188.355469
	Iteration 16Q: 3 clusters Score -83528.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -83529.250000 Penalty: 2188.355469
	Iteration 17Q: 3 clusters Score -83529.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -83529.250000 Penalty: 2188.355469
	Iteration 18F: 3 clusters Score -83529.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -10100.341797 Penalty: 936.843567
	Iteration 0F: 2 clusters Score -10100.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -9413.447266 Penalty: 1873.687134
	Iteration 0F: 3 clusters Score -9413.447 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -9894.952148 Penalty: 1873.687134
	Iteration 1F: 3 clusters Score -9894.952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10094.297852 Penalty: 1873.687134
	Iteration 2F: 3 clusters Score -10094.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10119.856445 Penalty: 1873.687134
	Iteration 3Q: 3 clusters Score -10119.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10124.728516 Penalty: 1873.687134
	Iteration 4Q: 3 clusters Score -10124.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10128.785156 Penalty: 1873.687134
	Iteration 5Q: 3 clusters Score -10128.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10128.785156 Penalty: 1873.687134
	Iteration 6F: 3 clusters Score -10128.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 119578 members 
Mstep: Class 3 contains 6536 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9431 members 
Mstep: Class 6 contains 40833 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6962 members 
Mstep: Class 9 contains 87552 members 
Mstep: Class 10 contains 80834 members 
Mstep: Class 11 contains 101178 members 
Mstep: Class 12 contains 55156 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 97029 members 
Mstep: Class 15 contains 3065 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 3495 members 
Mstep: Class 20 contains 21461 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10099 members 
Mstep: Class 25 contains 102078 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6731 members 
Mstep: Class 28 contains 3203 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 173 members 
Mstep: Class 33 contains 13958 members 
Mstep: Class 34 contains 10173 members 
Mstep: Class 35 contains 9749 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91883 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7624 members 
Mstep: Class 41 contains 1700 members 
Mstep: Class 42 contains 146 members 
Entering Unmasked Estep 
Score: -111779184.000000 Penalty: 93710.203125
Splitting cluster 32 changes total score from -111780552.000000 to -111779184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (13958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Entering Unmasked Estep 
Score: -1744230.625000 Penalty: 1550.868774
	Iteration 0F: 2 clusters Score -1744231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1734502.250000 Penalty: 3101.737549
	Iteration 0F: 3 clusters Score -1734502 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1737867.875000 Penalty: 3101.737549
	Iteration 1F: 3 clusters Score -1737868 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1738307.625000 Penalty: 3101.737549
	Iteration 2F: 3 clusters Score -1738308 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1738848.250000 Penalty: 3101.737549
	Iteration 3F: 3 clusters Score -1738848 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1739526.000000 Penalty: 3101.737549
	Iteration 4F: 3 clusters Score -1739526 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1740261.125000 Penalty: 3101.737549
	Iteration 5F: 3 clusters Score -1740261 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1741002.750000 Penalty: 3101.737549
	Iteration 6F: 3 clusters Score -1741003 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1741653.250000 Penalty: 3101.737549
	Iteration 7F: 3 clusters Score -1741653 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1742128.500000 Penalty: 3101.737549
	Iteration 8Q: 3 clusters Score -1742128 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1742444.750000 Penalty: 3101.737549
	Iteration 9Q: 3 clusters Score -1742445 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1742617.500000 Penalty: 3101.737549
	Iteration 10Q: 3 clusters Score -1742618 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1742733.875000 Penalty: 3101.737549
	Iteration 11Q: 3 clusters Score -1742734 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1742791.750000 Penalty: 3101.737549
	Iteration 12Q: 3 clusters Score -1742792 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1742823.250000 Penalty: 3101.737549
	Iteration 13Q: 3 clusters Score -1742823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1742850.375000 Penalty: 3101.737549
	Iteration 14Q: 3 clusters Score -1742850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1742866.250000 Penalty: 3101.737549
	Iteration 15Q: 3 clusters Score -1742866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1742889.375000 Penalty: 3101.737549
	Iteration 16Q: 3 clusters Score -1742889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1742904.500000 Penalty: 3101.737549
	Iteration 17Q: 3 clusters Score -1742904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1742910.000000 Penalty: 3101.737549
	Iteration 18Q: 3 clusters Score -1742910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1742912.875000 Penalty: 3101.737549
	Iteration 19Q: 3 clusters Score -1742913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1742923.125000 Penalty: 3101.737549
	Iteration 20F: 3 clusters Score -1742923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1742927.000000 Penalty: 3101.737549
	Iteration 21Q: 3 clusters Score -1742927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1742928.375000 Penalty: 3101.737549
	Iteration 22Q: 3 clusters Score -1742928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1742928.375000 Penalty: 3101.737549
	Iteration 23F: 3 clusters Score -1742928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Entering Unmasked Estep 
Score: -1280484.750000 Penalty: 1499.467529
	Iteration 0F: 2 clusters Score -1280485 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 5160 members 
Entering Unmasked Estep 
Score: -1273205.500000 Penalty: 2998.935059
	Iteration 0F: 3 clusters Score -1273206 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1275626.250000 Penalty: 2998.935059
	Iteration 1F: 3 clusters Score -1275626 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1275854.625000 Penalty: 2998.935059
	Iteration 2F: 3 clusters Score -1275855 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1276068.625000 Penalty: 2998.935059
	Iteration 3Q: 3 clusters Score -1276069 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1276302.500000 Penalty: 2998.935059
	Iteration 4Q: 3 clusters Score -1276302 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1276573.625000 Penalty: 2998.935059
	Iteration 5F: 3 clusters Score -1276574 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1276926.875000 Penalty: 2998.935059
	Iteration 6F: 3 clusters Score -1276927 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1277370.375000 Penalty: 2998.935059
	Iteration 7F: 3 clusters Score -1277370 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1277863.000000 Penalty: 2998.935059
	Iteration 8F: 3 clusters Score -1277863 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1278283.000000 Penalty: 2998.935059
	Iteration 9Q: 3 clusters Score -1278283 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1278619.000000 Penalty: 2998.935059
	Iteration 10Q: 3 clusters Score -1278619 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1278894.875000 Penalty: 2998.935059
	Iteration 11Q: 3 clusters Score -1278895 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1279074.375000 Penalty: 2998.935059
	Iteration 12Q: 3 clusters Score -1279074 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1279168.875000 Penalty: 2998.935059
	Iteration 13Q: 3 clusters Score -1279169 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1279223.125000 Penalty: 2998.935059
	Iteration 14Q: 3 clusters Score -1279223 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1279251.875000 Penalty: 2998.935059
	Iteration 15Q: 3 clusters Score -1279252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1279268.125000 Penalty: 2998.935059
	Iteration 16Q: 3 clusters Score -1279268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1279277.625000 Penalty: 2998.935059
	Iteration 17Q: 3 clusters Score -1279278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1279287.500000 Penalty: 2998.935059
	Iteration 18Q: 3 clusters Score -1279288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1279296.500000 Penalty: 2998.935059
	Iteration 19Q: 3 clusters Score -1279296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1279303.250000 Penalty: 2998.935059
	Iteration 20F: 3 clusters Score -1279303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1279303.500000 Penalty: 2998.935059
	Iteration 21Q: 3 clusters Score -1279304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1279308.500000 Penalty: 2998.935059
	Iteration 22Q: 3 clusters Score -1279308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1279314.500000 Penalty: 2998.935059
	Iteration 23Q: 3 clusters Score -1279314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1279323.875000 Penalty: 2998.935059
	Iteration 24Q: 3 clusters Score -1279324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1279327.125000 Penalty: 2998.935059
	Iteration 25Q: 3 clusters Score -1279327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1279332.500000 Penalty: 2998.935059
	Iteration 26Q: 3 clusters Score -1279332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1279333.500000 Penalty: 2998.935059
	Iteration 27Q: 3 clusters Score -1279334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1279333.750000 Penalty: 2998.935059
	Iteration 28Q: 3 clusters Score -1279334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1279333.750000 Penalty: 2998.935059
	Iteration 29F: 3 clusters Score -1279334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Entering Unmasked Estep 
Score: -1207659.875000 Penalty: 1492.549561
	Iteration 0F: 2 clusters Score -1207660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1200702.375000 Penalty: 2985.099121
	Iteration 0F: 3 clusters Score -1200702 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1202953.000000 Penalty: 2985.099121
	Iteration 1F: 3 clusters Score -1202953 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1203232.750000 Penalty: 2985.099121
	Iteration 2F: 3 clusters Score -1203233 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1203486.500000 Penalty: 2985.099121
	Iteration 3F: 3 clusters Score -1203486 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1203753.750000 Penalty: 2985.099121
	Iteration 4F: 3 clusters Score -1203754 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1204045.750000 Penalty: 2985.099121
	Iteration 5F: 3 clusters Score -1204046 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1204361.500000 Penalty: 2985.099121
	Iteration 6F: 3 clusters Score -1204362 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1204690.375000 Penalty: 2985.099121
	Iteration 7F: 3 clusters Score -1204690 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1204993.750000 Penalty: 2985.099121
	Iteration 8Q: 3 clusters Score -1204994 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1205245.500000 Penalty: 2985.099121
	Iteration 9Q: 3 clusters Score -1205246 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1205416.625000 Penalty: 2985.099121
	Iteration 10Q: 3 clusters Score -1205417 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1205529.250000 Penalty: 2985.099121
	Iteration 11Q: 3 clusters Score -1205529 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1205607.500000 Penalty: 2985.099121
	Iteration 12Q: 3 clusters Score -1205608 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1205658.000000 Penalty: 2985.099121
	Iteration 13Q: 3 clusters Score -1205658 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1205708.875000 Penalty: 2985.099121
	Iteration 14Q: 3 clusters Score -1205709 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1205741.125000 Penalty: 2985.099121
	Iteration 15Q: 3 clusters Score -1205741 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1205763.750000 Penalty: 2985.099121
	Iteration 16Q: 3 clusters Score -1205764 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1205771.875000 Penalty: 2985.099121
	Iteration 17Q: 3 clusters Score -1205772 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1205787.375000 Penalty: 2985.099121
	Iteration 18Q: 3 clusters Score -1205787 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1205795.500000 Penalty: 2985.099121
	Iteration 19Q: 3 clusters Score -1205796 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1205803.500000 Penalty: 2985.099121
	Iteration 20F: 3 clusters Score -1205804 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1205806.250000 Penalty: 2985.099121
	Iteration 21Q: 3 clusters Score -1205806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1205808.125000 Penalty: 2985.099121
	Iteration 22Q: 3 clusters Score -1205808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1205814.000000 Penalty: 2985.099121
	Iteration 23Q: 3 clusters Score -1205814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1205812.625000 Penalty: 2985.099121
	Iteration 24Q: 3 clusters Score -1205813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1205811.875000 Penalty: 2985.099121
	Iteration 25Q: 3 clusters Score -1205812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1205813.750000 Penalty: 2985.099121
	Iteration 26Q: 3 clusters Score -1205814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1205817.875000 Penalty: 2985.099121
	Iteration 27Q: 3 clusters Score -1205818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1205820.875000 Penalty: 2985.099121
	Iteration 28Q: 3 clusters Score -1205821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1205819.750000 Penalty: 2985.099121
	Iteration 29Q: 3 clusters Score -1205820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1205819.750000 Penalty: 2985.099121
	Iteration 30Q: 3 clusters Score -1205820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1205824.000000 Penalty: 2985.099121
	Iteration 31Q: 3 clusters Score -1205824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1205824.000000 Penalty: 2985.099121
	Iteration 32Q: 3 clusters Score -1205824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1205828.750000 Penalty: 2985.099121
	Iteration 33Q: 3 clusters Score -1205829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1205830.250000 Penalty: 2985.099121
	Iteration 34Q: 3 clusters Score -1205830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1205835.625000 Penalty: 2985.099121
	Iteration 35Q: 3 clusters Score -1205836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1205835.250000 Penalty: 2985.099121
	Iteration 36Q: 3 clusters Score -1205835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1205832.875000 Penalty: 2985.099121
	Iteration 37Q: 3 clusters Score -1205833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1205836.500000 Penalty: 2985.099121
	Iteration 38Q: 3 clusters Score -1205836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1205833.625000 Penalty: 2985.099121
	Iteration 39Q: 3 clusters Score -1205834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1205832.875000 Penalty: 2985.099121
	Iteration 40F: 3 clusters Score -1205833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1205834.000000 Penalty: 2985.099121
	Iteration 41Q: 3 clusters Score -1205834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1205837.625000 Penalty: 2985.099121
	Iteration 42Q: 3 clusters Score -1205838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1205836.750000 Penalty: 2985.099121
	Iteration 43Q: 3 clusters Score -1205837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1205838.625000 Penalty: 2985.099121
	Iteration 44Q: 3 clusters Score -1205839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1205839.375000 Penalty: 2985.099121
	Iteration 45Q: 3 clusters Score -1205839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1205842.750000 Penalty: 2985.099121
	Iteration 46Q: 3 clusters Score -1205843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1205841.375000 Penalty: 2985.099121
	Iteration 47Q: 3 clusters Score -1205841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1205841.375000 Penalty: 2985.099121
	Iteration 48Q: 3 clusters Score -1205841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1205842.375000 Penalty: 2985.099121
	Iteration 49Q: 3 clusters Score -1205842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1205843.000000 Penalty: 2985.099121
	Iteration 50Q: 3 clusters Score -1205843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1205845.000000 Penalty: 2985.099121
	Iteration 51Q: 3 clusters Score -1205845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1205843.625000 Penalty: 2985.099121
	Iteration 52Q: 3 clusters Score -1205844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1205845.000000 Penalty: 2985.099121
	Iteration 53Q: 3 clusters Score -1205845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1205847.875000 Penalty: 2985.099121
	Iteration 54Q: 3 clusters Score -1205848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1205845.375000 Penalty: 2985.099121
	Iteration 55Q: 3 clusters Score -1205845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1205848.625000 Penalty: 2985.099121
	Iteration 56Q: 3 clusters Score -1205849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1205852.000000 Penalty: 2985.099121
	Iteration 57Q: 3 clusters Score -1205852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1205848.875000 Penalty: 2985.099121
	Iteration 58Q: 3 clusters Score -1205849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1205849.375000 Penalty: 2985.099121
	Iteration 59Q: 3 clusters Score -1205849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1205853.125000 Penalty: 2985.099121
	Iteration 60F: 3 clusters Score -1205853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1205858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1205861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1205859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1205861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1205862.625000 Penalty: 2985.099121
	Iteration 65Q: 3 clusters Score -1205863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1205864.625000 Penalty: 2985.099121
	Iteration 66Q: 3 clusters Score -1205865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1205865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1205865 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1205867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1205869.500000 Penalty: 2985.099121
	Iteration 70Q: 3 clusters Score -1205870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1205876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1205880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1205886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1205890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1205896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1205898.000000 Penalty: 2985.099121
	Iteration 76Q: 3 clusters Score -1205898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1205902.125000 Penalty: 2985.099121
	Iteration 77Q: 3 clusters Score -1205902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1205902 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1205906 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1205909.250000 Penalty: 2985.099121
	Iteration 80F: 3 clusters Score -1205909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1205914.375000 Penalty: 2985.099121
	Iteration 81Q: 3 clusters Score -1205914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1205920.750000 Penalty: 2985.099121
	Iteration 82Q: 3 clusters Score -1205921 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1205922.000000 Penalty: 2985.099121
	Iteration 83Q: 3 clusters Score -1205922 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1205922 nChanged 28
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Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1205933 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1205935.375000 Penalty: 2985.099121
	Iteration 86Q: 3 clusters Score -1205935 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1205941 nChanged 23
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Mstep: Class 1 contains 3450 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1205945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1205949.750000 Penalty: 2985.099121
	Iteration 89Q: 3 clusters Score -1205950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1205951.625000 Penalty: 2985.099121
	Iteration 90Q: 3 clusters Score -1205952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1205955.875000 Penalty: 2985.099121
	Iteration 91Q: 3 clusters Score -1205956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1205954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1205957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1205956 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1205961.625000 Penalty: 2985.099121
	Iteration 95Q: 3 clusters Score -1205962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1205966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1205969 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1205979 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1205983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1205993.875000 Penalty: 2985.099121
	Iteration 100F: 3 clusters Score -1205994 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1206005.125000 Penalty: 2985.099121
	Iteration 101Q: 3 clusters Score -1206005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1206008.625000 Penalty: 2985.099121
	Iteration 102Q: 3 clusters Score -1206009 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1206021.625000 Penalty: 2985.099121
	Iteration 103Q: 3 clusters Score -1206022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1206031 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1206041.125000 Penalty: 2985.099121
	Iteration 105Q: 3 clusters Score -1206041 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1206050 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1206059 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1206070 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1206077 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1206085 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1206095 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1206101.750000 Penalty: 2985.099121
	Iteration 112Q: 3 clusters Score -1206102 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1206109.500000 Penalty: 2985.099121
	Iteration 113Q: 3 clusters Score -1206110 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1206128.000000 Penalty: 2985.099121
	Iteration 114Q: 3 clusters Score -1206128 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1206140.500000 Penalty: 2985.099121
	Iteration 115Q: 3 clusters Score -1206140 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1206155.625000 Penalty: 2985.099121
	Iteration 116Q: 3 clusters Score -1206156 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1206175.375000 Penalty: 2985.099121
	Iteration 117Q: 3 clusters Score -1206175 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1206183.750000 Penalty: 2985.099121
	Iteration 118Q: 3 clusters Score -1206184 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1206191.625000 Penalty: 2985.099121
	Iteration 119Q: 3 clusters Score -1206192 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1206204.250000 Penalty: 2985.099121
	Iteration 120F: 3 clusters Score -1206204 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1206209.000000 Penalty: 2985.099121
	Iteration 121Q: 3 clusters Score -1206209 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1206219.500000 Penalty: 2985.099121
	Iteration 122Q: 3 clusters Score -1206220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1206224.000000 Penalty: 2985.099121
	Iteration 123Q: 3 clusters Score -1206224 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1206228.250000 Penalty: 2985.099121
	Iteration 124Q: 3 clusters Score -1206228 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1206231.875000 Penalty: 2985.099121
	Iteration 125Q: 3 clusters Score -1206232 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1206237.125000 Penalty: 2985.099121
	Iteration 126Q: 3 clusters Score -1206237 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1206244.375000 Penalty: 2985.099121
	Iteration 127Q: 3 clusters Score -1206244 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1206251.375000 Penalty: 2985.099121
	Iteration 128Q: 3 clusters Score -1206251 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1206252.625000 Penalty: 2985.099121
	Iteration 129Q: 3 clusters Score -1206253 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1206257.875000 Penalty: 2985.099121
	Iteration 130Q: 3 clusters Score -1206258 nChanged 17
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Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1206260.875000 Penalty: 2985.099121
	Iteration 131Q: 3 clusters Score -1206261 nChanged 16
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Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1206264.500000 Penalty: 2985.099121
	Iteration 132Q: 3 clusters Score -1206264 nChanged 19
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Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1206267.625000 Penalty: 2985.099121
	Iteration 133Q: 3 clusters Score -1206268 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1206268.625000 Penalty: 2985.099121
	Iteration 134Q: 3 clusters Score -1206269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1206273.000000 Penalty: 2985.099121
	Iteration 135Q: 3 clusters Score -1206273 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1206275.750000 Penalty: 2985.099121
	Iteration 136Q: 3 clusters Score -1206276 nChanged 11
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Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1206274 nChanged 16
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Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1206280.500000 Penalty: 2985.099121
	Iteration 138Q: 3 clusters Score -1206280 nChanged 14
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Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1206284.000000 Penalty: 2985.099121
	Iteration 139Q: 3 clusters Score -1206284 nChanged 19
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Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1206288.750000 Penalty: 2985.099121
	Iteration 140F: 3 clusters Score -1206289 nChanged 16
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Mstep: Class 1 contains 2024 members 
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Entering Unmasked Estep 
Score: -1206292.375000 Penalty: 2985.099121
	Iteration 141Q: 3 clusters Score -1206292 nChanged 14
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Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1206296.000000 Penalty: 2985.099121
	Iteration 142Q: 3 clusters Score -1206296 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1206298.000000 Penalty: 2985.099121
	Iteration 143Q: 3 clusters Score -1206298 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1206298 nChanged 10
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Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1206302.625000 Penalty: 2985.099121
	Iteration 145Q: 3 clusters Score -1206303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1206307.375000 Penalty: 2985.099121
	Iteration 146Q: 3 clusters Score -1206307 nChanged 13
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Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1206307.375000 Penalty: 2985.099121
	Iteration 147Q: 3 clusters Score -1206307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1206311.000000 Penalty: 2985.099121
	Iteration 148Q: 3 clusters Score -1206311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1206314.000000 Penalty: 2985.099121
	Iteration 149Q: 3 clusters Score -1206314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1206314.125000 Penalty: 2985.099121
	Iteration 150Q: 3 clusters Score -1206314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1206316.750000 Penalty: 2985.099121
	Iteration 151Q: 3 clusters Score -1206317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1206316.375000 Penalty: 2985.099121
	Iteration 152Q: 3 clusters Score -1206316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1206320.625000 Penalty: 2985.099121
	Iteration 153Q: 3 clusters Score -1206321 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1206323.750000 Penalty: 2985.099121
	Iteration 154Q: 3 clusters Score -1206324 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1206323.750000 Penalty: 2985.099121
	Iteration 155Q: 3 clusters Score -1206324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1206326.750000 Penalty: 2985.099121
	Iteration 156Q: 3 clusters Score -1206327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1206327.375000 Penalty: 2985.099121
	Iteration 157Q: 3 clusters Score -1206327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1206331.375000 Penalty: 2985.099121
	Iteration 158Q: 3 clusters Score -1206331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1206335.625000 Penalty: 2985.099121
	Iteration 159Q: 3 clusters Score -1206336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1206338.625000 Penalty: 2985.099121
	Iteration 160F: 3 clusters Score -1206339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1206342.625000 Penalty: 2985.099121
	Iteration 161Q: 3 clusters Score -1206343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1206345.750000 Penalty: 2985.099121
	Iteration 162Q: 3 clusters Score -1206346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1206349.625000 Penalty: 2985.099121
	Iteration 163Q: 3 clusters Score -1206350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1206353.250000 Penalty: 2985.099121
	Iteration 164Q: 3 clusters Score -1206353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1206354.500000 Penalty: 2985.099121
	Iteration 165Q: 3 clusters Score -1206354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1206355.875000 Penalty: 2985.099121
	Iteration 166Q: 3 clusters Score -1206356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1206358.250000 Penalty: 2985.099121
	Iteration 167Q: 3 clusters Score -1206358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1206358.750000 Penalty: 2985.099121
	Iteration 168Q: 3 clusters Score -1206359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1206357.500000 Penalty: 2985.099121
	Iteration 169Q: 3 clusters Score -1206358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1206357.375000 Penalty: 2985.099121
	Iteration 170Q: 3 clusters Score -1206357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1206359.625000 Penalty: 2985.099121
	Iteration 171Q: 3 clusters Score -1206360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1206360.125000 Penalty: 2985.099121
	Iteration 172Q: 3 clusters Score -1206360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1206360.750000 Penalty: 2985.099121
	Iteration 173Q: 3 clusters Score -1206361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1206365.250000 Penalty: 2985.099121
	Iteration 174Q: 3 clusters Score -1206365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1206365.125000 Penalty: 2985.099121
	Iteration 175Q: 3 clusters Score -1206365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1206366.250000 Penalty: 2985.099121
	Iteration 176Q: 3 clusters Score -1206366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1206365.125000 Penalty: 2985.099121
	Iteration 177Q: 3 clusters Score -1206365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1206367.875000 Penalty: 2985.099121
	Iteration 178Q: 3 clusters Score -1206368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1206371.875000 Penalty: 2985.099121
	Iteration 179Q: 3 clusters Score -1206372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1206370.500000 Penalty: 2985.099121
	Iteration 180F: 3 clusters Score -1206370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1206373.000000 Penalty: 2985.099121
	Iteration 181Q: 3 clusters Score -1206373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1206372.625000 Penalty: 2985.099121
	Iteration 182Q: 3 clusters Score -1206373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1206375.625000 Penalty: 2985.099121
	Iteration 183Q: 3 clusters Score -1206376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1206375.625000 Penalty: 2985.099121
	Iteration 184F: 3 clusters Score -1206376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -49891.843750 Penalty: 986.869751
	Iteration 0F: 2 clusters Score -49891.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -48966.730469 Penalty: 1973.739502
	Iteration 0F: 3 clusters Score -48966.73 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -49229.738281 Penalty: 1973.739502
	Iteration 1F: 3 clusters Score -49229.74 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -49382.875000 Penalty: 1973.739502
	Iteration 2F: 3 clusters Score -49382.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -49544.554688 Penalty: 1973.739502
	Iteration 3F: 3 clusters Score -49544.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -49578.488281 Penalty: 1973.739502
	Iteration 4Q: 3 clusters Score -49578.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -49596.847656 Penalty: 1973.739502
	Iteration 5Q: 3 clusters Score -49596.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -49609.851562 Penalty: 1973.739502
	Iteration 6Q: 3 clusters Score -49609.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -49614.250000 Penalty: 1973.739502
	Iteration 7Q: 3 clusters Score -49614.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -49614.250000 Penalty: 1973.739502
	Iteration 8F: 3 clusters Score -49614.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (91883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91883 members 
Entering Unmasked Estep 
Score: -11578409.000000 Penalty: 1857.094116
	Iteration 0F: 2 clusters Score -1.157841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -11518017.000000 Penalty: 3714.188232
	Iteration 0F: 3 clusters Score -1.151802e+07 nChanged 43942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51340 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -11544453.000000 Penalty: 3714.188232
	Iteration 1F: 3 clusters Score -1.154445e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54762 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -11546248.000000 Penalty: 3714.188232
	Iteration 2Q: 3 clusters Score -1.154625e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59857 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -11549455.000000 Penalty: 3714.188232
	Iteration 3F: 3 clusters Score -1.154946e+07 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66646 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -11554651.000000 Penalty: 3714.188232
	Iteration 4F: 3 clusters Score -1.155465e+07 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74602 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -11561836.000000 Penalty: 3714.188232
	Iteration 5F: 3 clusters Score -1.156184e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81836 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -11568927.000000 Penalty: 3714.188232
	Iteration 6F: 3 clusters Score -1.156893e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86802 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -11573757.000000 Penalty: 3714.188232
	Iteration 7F: 3 clusters Score -1.157376e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89215 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -11575968.000000 Penalty: 3714.188232
	Iteration 8Q: 3 clusters Score -1.157597e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90218 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -11576742.000000 Penalty: 3714.188232
	Iteration 9Q: 3 clusters Score -1.157674e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90664 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -11577117.000000 Penalty: 3714.188232
	Iteration 10Q: 3 clusters Score -1.157712e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90866 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -11577259.000000 Penalty: 3714.188232
	Iteration 11Q: 3 clusters Score -1.157726e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90966 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -11577310.000000 Penalty: 3714.188232
	Iteration 12Q: 3 clusters Score -1.157731e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91006 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -11577337.000000 Penalty: 3714.188232
	Iteration 13Q: 3 clusters Score -1.157734e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91033 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -11577353.000000 Penalty: 3714.188232
	Iteration 14Q: 3 clusters Score -1.157735e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91068 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -11577356.000000 Penalty: 3714.188232
	Iteration 15Q: 3 clusters Score -1.157736e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91092 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -11577363.000000 Penalty: 3714.188232
	Iteration 16Q: 3 clusters Score -1.157736e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91112 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -11577357.000000 Penalty: 3714.188232
	Iteration 17Q: 3 clusters Score -1.157736e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91126 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -11577360.000000 Penalty: 3714.188232
	Iteration 18Q: 3 clusters Score -1.157736e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91137 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -11577361.000000 Penalty: 3714.188232
	Iteration 19Q: 3 clusters Score -1.157736e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91148 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -11577376.000000 Penalty: 3714.188232
	Iteration 20F: 3 clusters Score -1.157738e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91157 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -11577368.000000 Penalty: 3714.188232
	Iteration 21Q: 3 clusters Score -1.157737e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91165 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -11577370.000000 Penalty: 3714.188232
	Iteration 22Q: 3 clusters Score -1.157737e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91171 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -11577381.000000 Penalty: 3714.188232
	Iteration 23Q: 3 clusters Score -1.157738e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91178 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -11577390.000000 Penalty: 3714.188232
	Iteration 24Q: 3 clusters Score -1.157739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91184 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -11577388.000000 Penalty: 3714.188232
	Iteration 25Q: 3 clusters Score -1.157739e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91195 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -11577381.000000 Penalty: 3714.188232
	Iteration 26Q: 3 clusters Score -1.157738e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91204 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -11577372.000000 Penalty: 3714.188232
	Iteration 27Q: 3 clusters Score -1.157737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91205 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -11577374.000000 Penalty: 3714.188232
	Iteration 28Q: 3 clusters Score -1.157737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91210 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -11577365.000000 Penalty: 3714.188232
	Iteration 29Q: 3 clusters Score -1.157736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -11577367.000000 Penalty: 3714.188232
	Iteration 30Q: 3 clusters Score -1.157737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91217 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -11577361.000000 Penalty: 3714.188232
	Iteration 31Q: 3 clusters Score -1.157736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91217 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -11577368.000000 Penalty: 3714.188232
	Iteration 32Q: 3 clusters Score -1.157737e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91217 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -11577368.000000 Penalty: 3714.188232
	Iteration 33F: 3 clusters Score -1.157737e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -47823.988281 Penalty: 1011.812195
	Iteration 0F: 2 clusters Score -47823.99 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 255 members 
Entering Unmasked Estep 
Score: -46869.050781 Penalty: 2023.624390
	Iteration 0F: 3 clusters Score -46869.05 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -47176.542969 Penalty: 2023.624390
	Iteration 1F: 3 clusters Score -47176.54 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -47320.007812 Penalty: 2023.624390
	Iteration 2F: 3 clusters Score -47320.01 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -47387.914062 Penalty: 2023.624390
	Iteration 3F: 3 clusters Score -47387.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47429.941406 Penalty: 2023.624390
	Iteration 4Q: 3 clusters Score -47429.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -47469.613281 Penalty: 2023.624390
	Iteration 5Q: 3 clusters Score -47469.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47514.648438 Penalty: 2023.624390
	Iteration 6Q: 3 clusters Score -47514.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -47549.320312 Penalty: 2023.624390
	Iteration 7Q: 3 clusters Score -47549.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -47561.332031 Penalty: 2023.624390
	Iteration 8Q: 3 clusters Score -47561.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -47568.855469 Penalty: 2023.624390
	Iteration 9Q: 3 clusters Score -47568.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47592.410156 Penalty: 2023.624390
	Iteration 10Q: 3 clusters Score -47592.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47631.523438 Penalty: 2023.624390
	Iteration 11Q: 3 clusters Score -47631.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47641.859375 Penalty: 2023.624390
	Iteration 12Q: 3 clusters Score -47641.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -47663.972656 Penalty: 2023.624390
	Iteration 13Q: 3 clusters Score -47663.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -47677.449219 Penalty: 2023.624390
	Iteration 14Q: 3 clusters Score -47677.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47683.746094 Penalty: 2023.624390
	Iteration 15Q: 3 clusters Score -47683.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47684.406250 Penalty: 2023.624390
	Iteration 16Q: 3 clusters Score -47684.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47684.406250 Penalty: 2023.624390
	Iteration 17F: 3 clusters Score -47684.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Entering Unmasked Estep 
Score: -135905.656250 Penalty: 1155.620728
	Iteration 0F: 2 clusters Score -135905.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -134302.296875 Penalty: 2311.241455
	Iteration 0F: 3 clusters Score -134302.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -134660.281250 Penalty: 2311.241455
	Iteration 1F: 3 clusters Score -134660.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -134822.656250 Penalty: 2311.241455
	Iteration 2F: 3 clusters Score -134822.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -134922.390625 Penalty: 2311.241455
	Iteration 3F: 3 clusters Score -134922.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -135005.718750 Penalty: 2311.241455
	Iteration 4Q: 3 clusters Score -135005.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -135073.906250 Penalty: 2311.241455
	Iteration 5Q: 3 clusters Score -135073.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -135113.312500 Penalty: 2311.241455
	Iteration 6Q: 3 clusters Score -135113.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -135145.390625 Penalty: 2311.241455
	Iteration 7Q: 3 clusters Score -135145.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -135165.500000 Penalty: 2311.241455
	Iteration 8Q: 3 clusters Score -135165.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -135180.484375 Penalty: 2311.241455
	Iteration 9Q: 3 clusters Score -135180.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -135192.406250 Penalty: 2311.241455
	Iteration 10Q: 3 clusters Score -135192.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -135198.546875 Penalty: 2311.241455
	Iteration 11Q: 3 clusters Score -135198.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -135202.468750 Penalty: 2311.241455
	Iteration 12Q: 3 clusters Score -135202.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -135204.125000 Penalty: 2311.241455
	Iteration 13Q: 3 clusters Score -135204.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -135204.125000 Penalty: 2311.241455
	Iteration 14F: 3 clusters Score -135204.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Entering Unmasked Estep 
Score: -942430.312500 Penalty: 1452.596680
	Iteration 0F: 2 clusters Score -942430.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -936790.562500 Penalty: 2905.193359
	Iteration 0F: 3 clusters Score -936790.6 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -938517.562500 Penalty: 2905.193359
	Iteration 1F: 3 clusters Score -938517.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -938724.937500 Penalty: 2905.193359
	Iteration 2F: 3 clusters Score -938724.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -938911.187500 Penalty: 2905.193359
	Iteration 3Q: 3 clusters Score -938911.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -939085.187500 Penalty: 2905.193359
	Iteration 4Q: 3 clusters Score -939085.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -939305.250000 Penalty: 2905.193359
	Iteration 5Q: 3 clusters Score -939305.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -939564.812500 Penalty: 2905.193359
	Iteration 6F: 3 clusters Score -939564.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -939861.375000 Penalty: 2905.193359
	Iteration 7F: 3 clusters Score -939861.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -940207.875000 Penalty: 2905.193359
	Iteration 8F: 3 clusters Score -940207.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -940486.937500 Penalty: 2905.193359
	Iteration 9Q: 3 clusters Score -940486.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -940736.187500 Penalty: 2905.193359
	Iteration 10Q: 3 clusters Score -940736.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -940901.875000 Penalty: 2905.193359
	Iteration 11Q: 3 clusters Score -940901.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -941019.812500 Penalty: 2905.193359
	Iteration 12Q: 3 clusters Score -941019.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -941100.375000 Penalty: 2905.193359
	Iteration 13Q: 3 clusters Score -941100.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -941156.625000 Penalty: 2905.193359
	Iteration 14Q: 3 clusters Score -941156.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -941197.312500 Penalty: 2905.193359
	Iteration 15Q: 3 clusters Score -941197.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -941221.562500 Penalty: 2905.193359
	Iteration 16Q: 3 clusters Score -941221.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -941238.437500 Penalty: 2905.193359
	Iteration 17Q: 3 clusters Score -941238.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -941251.875000 Penalty: 2905.193359
	Iteration 18Q: 3 clusters Score -941251.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -941265.062500 Penalty: 2905.193359
	Iteration 19Q: 3 clusters Score -941265.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -941268.812500 Penalty: 2905.193359
	Iteration 20F: 3 clusters Score -941268.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -941278.187500 Penalty: 2905.193359
	Iteration 21Q: 3 clusters Score -941278.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -941288.125000 Penalty: 2905.193359
	Iteration 22Q: 3 clusters Score -941288.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -941296.750000 Penalty: 2905.193359
	Iteration 23Q: 3 clusters Score -941296.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -941298.687500 Penalty: 2905.193359
	Iteration 24Q: 3 clusters Score -941298.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -941302.312500 Penalty: 2905.193359
	Iteration 25Q: 3 clusters Score -941302.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -941302.437500 Penalty: 2905.193359
	Iteration 26Q: 3 clusters Score -941302.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -941302.437500 Penalty: 2905.193359
	Iteration 27F: 3 clusters Score -941302.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -212577.234375 Penalty: 1208.737305
	Iteration 0F: 2 clusters Score -212577.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -210698.953125 Penalty: 2417.474609
	Iteration 0F: 3 clusters Score -210699 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -211087.625000 Penalty: 2417.474609
	Iteration 1F: 3 clusters Score -211087.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -211165.406250 Penalty: 2417.474609
	Iteration 2F: 3 clusters Score -211165.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -211204.546875 Penalty: 2417.474609
	Iteration 3Q: 3 clusters Score -211204.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -211226.718750 Penalty: 2417.474609
	Iteration 4Q: 3 clusters Score -211226.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -211242.890625 Penalty: 2417.474609
	Iteration 5Q: 3 clusters Score -211242.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -211256.937500 Penalty: 2417.474609
	Iteration 6Q: 3 clusters Score -211256.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -211271.000000 Penalty: 2417.474609
	Iteration 7Q: 3 clusters Score -211271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -211280.250000 Penalty: 2417.474609
	Iteration 8Q: 3 clusters Score -211280.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -211287.140625 Penalty: 2417.474609
	Iteration 9Q: 3 clusters Score -211287.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -211293.671875 Penalty: 2417.474609
	Iteration 10Q: 3 clusters Score -211293.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -211302.843750 Penalty: 2417.474609
	Iteration 11Q: 3 clusters Score -211302.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -211313.453125 Penalty: 2417.474609
	Iteration 12Q: 3 clusters Score -211313.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -211322.281250 Penalty: 2417.474609
	Iteration 13Q: 3 clusters Score -211322.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -211333.500000 Penalty: 2417.474609
	Iteration 14Q: 3 clusters Score -211333.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -211341.156250 Penalty: 2417.474609
	Iteration 15Q: 3 clusters Score -211341.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -211343.734375 Penalty: 2417.474609
	Iteration 16Q: 3 clusters Score -211343.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -211346.750000 Penalty: 2417.474609
	Iteration 17Q: 3 clusters Score -211346.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -211348.078125 Penalty: 2417.474609
	Iteration 18Q: 3 clusters Score -211348.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -211349.359375 Penalty: 2417.474609
	Iteration 19Q: 3 clusters Score -211349.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -211349.921875 Penalty: 2417.474609
	Iteration 20F: 3 clusters Score -211349.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 119578 members 
Mstep: Class 3 contains 6536 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9431 members 
Mstep: Class 6 contains 40833 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6962 members 
Mstep: Class 9 contains 87552 members 
Mstep: Class 10 contains 80834 members 
Mstep: Class 11 contains 101178 members 
Mstep: Class 12 contains 55156 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 97029 members 
Mstep: Class 15 contains 3065 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 3495 members 
Mstep: Class 20 contains 21461 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10099 members 
Mstep: Class 25 contains 102078 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6731 members 
Mstep: Class 28 contains 3203 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13958 members 
Mstep: Class 34 contains 10173 members 
Mstep: Class 35 contains 9749 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91883 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7624 members 
Mstep: Class 41 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780472.000000 Penalty: 91479.007812
Iteration 359Q: 42 clusters Score -1.117805e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 119593 members 
Mstep: Class 3 contains 6536 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9431 members 
Mstep: Class 6 contains 40751 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6962 members 
Mstep: Class 9 contains 87681 members 
Mstep: Class 10 contains 80844 members 
Mstep: Class 11 contains 101164 members 
Mstep: Class 12 contains 55193 members 
Mstep: Class 13 contains 5033 members 
Mstep: Class 14 contains 96977 members 
Mstep: Class 15 contains 3066 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5188 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 21439 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10101 members 
Mstep: Class 25 contains 102081 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6731 members 
Mstep: Class 28 contains 3203 members 
Mstep: Class 29 contains 3643 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13954 members 
Mstep: Class 34 contains 10173 members 
Mstep: Class 35 contains 9749 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91872 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7624 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780248.000000 Penalty: 91479.007812
Iteration 360F: 42 clusters Score -1.117802e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 119600 members 
Mstep: Class 3 contains 6536 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9431 members 
Mstep: Class 6 contains 40680 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6960 members 
Mstep: Class 9 contains 87794 members 
Mstep: Class 10 contains 80857 members 
Mstep: Class 11 contains 101173 members 
Mstep: Class 12 contains 55223 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 96926 members 
Mstep: Class 15 contains 3067 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5182 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 21415 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10106 members 
Mstep: Class 25 contains 102087 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6732 members 
Mstep: Class 28 contains 3201 members 
Mstep: Class 29 contains 3646 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13953 members 
Mstep: Class 34 contains 10173 members 
Mstep: Class 35 contains 9749 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91843 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7623 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780288.000000 Penalty: 91479.007812
Iteration 361Q: 42 clusters Score -1.117803e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 119619 members 
Mstep: Class 3 contains 6536 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9430 members 
Mstep: Class 6 contains 40614 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6959 members 
Mstep: Class 9 contains 87903 members 
Mstep: Class 10 contains 80870 members 
Mstep: Class 11 contains 101183 members 
Mstep: Class 12 contains 55241 members 
Mstep: Class 13 contains 5033 members 
Mstep: Class 14 contains 96879 members 
Mstep: Class 15 contains 3068 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5173 members 
Mstep: Class 19 contains 3491 members 
Mstep: Class 20 contains 21392 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10105 members 
Mstep: Class 25 contains 102090 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6729 members 
Mstep: Class 28 contains 3198 members 
Mstep: Class 29 contains 3650 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13952 members 
Mstep: Class 34 contains 10173 members 
Mstep: Class 35 contains 9749 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91822 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7622 members 
Mstep: Class 41 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780288.000000 Penalty: 91479.007812
Iteration 362Q: 42 clusters Score -1.117803e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 119617 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9429 members 
Mstep: Class 6 contains 40552 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6960 members 
Mstep: Class 9 contains 88008 members 
Mstep: Class 10 contains 80889 members 
Mstep: Class 11 contains 101173 members 
Mstep: Class 12 contains 55265 members 
Mstep: Class 13 contains 5033 members 
Mstep: Class 14 contains 96840 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5169 members 
Mstep: Class 19 contains 3491 members 
Mstep: Class 20 contains 21369 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10105 members 
Mstep: Class 25 contains 102095 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6728 members 
Mstep: Class 28 contains 3195 members 
Mstep: Class 29 contains 3650 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13953 members 
Mstep: Class 34 contains 10173 members 
Mstep: Class 35 contains 9749 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91814 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7620 members 
Mstep: Class 41 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780480.000000 Penalty: 91479.007812
Iteration 363Q: 42 clusters Score -1.117805e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 119620 members 
Mstep: Class 3 contains 6531 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9429 members 
Mstep: Class 6 contains 40488 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6959 members 
Mstep: Class 9 contains 88109 members 
Mstep: Class 10 contains 80914 members 
Mstep: Class 11 contains 101165 members 
Mstep: Class 12 contains 55295 members 
Mstep: Class 13 contains 5033 members 
Mstep: Class 14 contains 96803 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5168 members 
Mstep: Class 19 contains 3490 members 
Mstep: Class 20 contains 21352 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10102 members 
Mstep: Class 25 contains 102094 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6728 members 
Mstep: Class 28 contains 3193 members 
Mstep: Class 29 contains 3650 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13954 members 
Mstep: Class 34 contains 10172 members 
Mstep: Class 35 contains 9750 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91792 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7622 members 
Mstep: Class 41 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780536.000000 Penalty: 91479.007812
Iteration 364Q: 42 clusters Score -1.117805e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 119641 members 
Mstep: Class 3 contains 6529 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9429 members 
Mstep: Class 6 contains 40426 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6959 members 
Mstep: Class 9 contains 88203 members 
Mstep: Class 10 contains 80939 members 
Mstep: Class 11 contains 101153 members 
Mstep: Class 12 contains 55319 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 96758 members 
Mstep: Class 15 contains 3070 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5168 members 
Mstep: Class 19 contains 3490 members 
Mstep: Class 20 contains 21327 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10102 members 
Mstep: Class 25 contains 102096 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6727 members 
Mstep: Class 28 contains 3188 members 
Mstep: Class 29 contains 3650 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13952 members 
Mstep: Class 34 contains 10171 members 
Mstep: Class 35 contains 9751 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91779 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7623 members 
Mstep: Class 41 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780544.000000 Penalty: 91479.007812
Iteration 365Q: 42 clusters Score -1.117805e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 119669 members 
Mstep: Class 3 contains 6529 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9429 members 
Mstep: Class 6 contains 40366 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6959 members 
Mstep: Class 9 contains 88308 members 
Mstep: Class 10 contains 80949 members 
Mstep: Class 11 contains 101133 members 
Mstep: Class 12 contains 55337 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 96746 members 
Mstep: Class 15 contains 3070 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5167 members 
Mstep: Class 19 contains 3490 members 
Mstep: Class 20 contains 21305 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10099 members 
Mstep: Class 25 contains 102079 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6727 members 
Mstep: Class 28 contains 3184 members 
Mstep: Class 29 contains 3652 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13954 members 
Mstep: Class 34 contains 10171 members 
Mstep: Class 35 contains 9752 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91755 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7621 members 
Mstep: Class 41 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780608.000000 Penalty: 91479.007812
Iteration 366Q: 42 clusters Score -1.117806e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 119683 members 
Mstep: Class 3 contains 6528 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9429 members 
Mstep: Class 6 contains 40307 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6959 members 
Mstep: Class 9 contains 88412 members 
Mstep: Class 10 contains 80957 members 
Mstep: Class 11 contains 101129 members 
Mstep: Class 12 contains 55356 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 96718 members 
Mstep: Class 15 contains 3070 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5168 members 
Mstep: Class 19 contains 3490 members 
Mstep: Class 20 contains 21291 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10099 members 
Mstep: Class 25 contains 102066 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6725 members 
Mstep: Class 28 contains 3178 members 
Mstep: Class 29 contains 3654 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13951 members 
Mstep: Class 34 contains 10172 members 
Mstep: Class 35 contains 9751 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91740 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7619 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780760.000000 Penalty: 91479.007812
Iteration 367Q: 42 clusters Score -1.117808e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 119709 members 
Mstep: Class 3 contains 6527 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9429 members 
Mstep: Class 6 contains 40239 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6959 members 
Mstep: Class 9 contains 88511 members 
Mstep: Class 10 contains 80960 members 
Mstep: Class 11 contains 101138 members 
Mstep: Class 12 contains 55370 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 96700 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5170 members 
Mstep: Class 19 contains 3490 members 
Mstep: Class 20 contains 21274 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10097 members 
Mstep: Class 25 contains 102057 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6723 members 
Mstep: Class 28 contains 3174 members 
Mstep: Class 29 contains 3656 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13953 members 
Mstep: Class 34 contains 10172 members 
Mstep: Class 35 contains 9751 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91708 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7618 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780624.000000 Penalty: 91479.007812
Iteration 368Q: 42 clusters Score -1.117806e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 119746 members 
Mstep: Class 3 contains 6526 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9429 members 
Mstep: Class 6 contains 40157 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6958 members 
Mstep: Class 9 contains 88621 members 
Mstep: Class 10 contains 80983 members 
Mstep: Class 11 contains 101139 members 
Mstep: Class 12 contains 55380 members 
Mstep: Class 13 contains 5030 members 
Mstep: Class 14 contains 96687 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5167 members 
Mstep: Class 19 contains 3491 members 
Mstep: Class 20 contains 21256 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1648 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10096 members 
Mstep: Class 25 contains 102053 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6721 members 
Mstep: Class 28 contains 3171 members 
Mstep: Class 29 contains 3657 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13953 members 
Mstep: Class 34 contains 10173 members 
Mstep: Class 35 contains 9750 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91658 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7617 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780592.000000 Penalty: 91479.007812
Iteration 369Q: 42 clusters Score -1.117806e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 119777 members 
Mstep: Class 3 contains 6528 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9430 members 
Mstep: Class 6 contains 40084 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6955 members 
Mstep: Class 9 contains 88708 members 
Mstep: Class 10 contains 81004 members 
Mstep: Class 11 contains 101130 members 
Mstep: Class 12 contains 55393 members 
Mstep: Class 13 contains 5027 members 
Mstep: Class 14 contains 96679 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5165 members 
Mstep: Class 19 contains 3489 members 
Mstep: Class 20 contains 21236 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1648 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10099 members 
Mstep: Class 25 contains 102051 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6723 members 
Mstep: Class 28 contains 3169 members 
Mstep: Class 29 contains 3658 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13956 members 
Mstep: Class 34 contains 10173 members 
Mstep: Class 35 contains 9748 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91622 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7616 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780616.000000 Penalty: 91479.007812
Iteration 370Q: 42 clusters Score -1.117806e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 119810 members 
Mstep: Class 3 contains 6529 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9431 members 
Mstep: Class 6 contains 40017 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6953 members 
Mstep: Class 9 contains 88809 members 
Mstep: Class 10 contains 81018 members 
Mstep: Class 11 contains 101125 members 
Mstep: Class 12 contains 55413 members 
Mstep: Class 13 contains 5027 members 
Mstep: Class 14 contains 96671 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5158 members 
Mstep: Class 19 contains 3488 members 
Mstep: Class 20 contains 21216 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1648 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10098 members 
Mstep: Class 25 contains 102037 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6721 members 
Mstep: Class 28 contains 3165 members 
Mstep: Class 29 contains 3659 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13958 members 
Mstep: Class 34 contains 10173 members 
Mstep: Class 35 contains 9745 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91581 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7618 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780464.000000 Penalty: 91479.007812
Iteration 371Q: 42 clusters Score -1.117805e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 119832 members 
Mstep: Class 3 contains 6530 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9431 members 
Mstep: Class 6 contains 39961 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6951 members 
Mstep: Class 9 contains 88903 members 
Mstep: Class 10 contains 81046 members 
Mstep: Class 11 contains 101143 members 
Mstep: Class 12 contains 55424 members 
Mstep: Class 13 contains 5027 members 
Mstep: Class 14 contains 96685 members 
Mstep: Class 15 contains 3070 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5154 members 
Mstep: Class 19 contains 3486 members 
Mstep: Class 20 contains 21186 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1648 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10098 members 
Mstep: Class 25 contains 101995 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6717 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 3660 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13964 members 
Mstep: Class 34 contains 10174 members 
Mstep: Class 35 contains 9743 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91533 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7619 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780448.000000 Penalty: 91479.007812
Iteration 372Q: 42 clusters Score -1.117804e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 119873 members 
Mstep: Class 3 contains 6530 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9431 members 
Mstep: Class 6 contains 39911 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6950 members 
Mstep: Class 9 contains 88995 members 
Mstep: Class 10 contains 81063 members 
Mstep: Class 11 contains 101129 members 
Mstep: Class 12 contains 55447 members 
Mstep: Class 13 contains 5025 members 
Mstep: Class 14 contains 96674 members 
Mstep: Class 15 contains 3071 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5146 members 
Mstep: Class 19 contains 3486 members 
Mstep: Class 20 contains 21163 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1647 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10101 members 
Mstep: Class 25 contains 101966 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6716 members 
Mstep: Class 28 contains 3143 members 
Mstep: Class 29 contains 3660 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13966 members 
Mstep: Class 34 contains 10174 members 
Mstep: Class 35 contains 9743 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91505 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7621 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780512.000000 Penalty: 91479.007812
Iteration 373Q: 42 clusters Score -1.117805e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 119916 members 
Mstep: Class 3 contains 6528 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9429 members 
Mstep: Class 6 contains 39857 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6947 members 
Mstep: Class 9 contains 89101 members 
Mstep: Class 10 contains 81071 members 
Mstep: Class 11 contains 101117 members 
Mstep: Class 12 contains 55467 members 
Mstep: Class 13 contains 5024 members 
Mstep: Class 14 contains 96665 members 
Mstep: Class 15 contains 3071 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5143 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 21142 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10102 members 
Mstep: Class 25 contains 101931 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6716 members 
Mstep: Class 28 contains 3136 members 
Mstep: Class 29 contains 3659 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13966 members 
Mstep: Class 34 contains 10173 members 
Mstep: Class 35 contains 9739 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91481 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7623 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780584.000000 Penalty: 91479.007812
Iteration 374Q: 42 clusters Score -1.117806e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 119934 members 
Mstep: Class 3 contains 6526 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9429 members 
Mstep: Class 6 contains 39806 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6944 members 
Mstep: Class 9 contains 89197 members 
Mstep: Class 10 contains 81095 members 
Mstep: Class 11 contains 101111 members 
Mstep: Class 12 contains 55480 members 
Mstep: Class 13 contains 5024 members 
Mstep: Class 14 contains 96633 members 
Mstep: Class 15 contains 3071 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5142 members 
Mstep: Class 19 contains 3486 members 
Mstep: Class 20 contains 21124 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10102 members 
Mstep: Class 25 contains 101916 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6715 members 
Mstep: Class 28 contains 3127 members 
Mstep: Class 29 contains 3661 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13965 members 
Mstep: Class 34 contains 10173 members 
Mstep: Class 35 contains 9738 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91468 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7624 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780664.000000 Penalty: 91479.007812
Iteration 375Q: 42 clusters Score -1.117807e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 119966 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9429 members 
Mstep: Class 6 contains 39743 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6941 members 
Mstep: Class 9 contains 89278 members 
Mstep: Class 10 contains 81121 members 
Mstep: Class 11 contains 101108 members 
Mstep: Class 12 contains 55490 members 
Mstep: Class 13 contains 5022 members 
Mstep: Class 14 contains 96600 members 
Mstep: Class 15 contains 3072 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5137 members 
Mstep: Class 19 contains 3486 members 
Mstep: Class 20 contains 21109 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10102 members 
Mstep: Class 25 contains 101913 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6716 members 
Mstep: Class 28 contains 3121 members 
Mstep: Class 29 contains 3661 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13969 members 
Mstep: Class 34 contains 10173 members 
Mstep: Class 35 contains 9738 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91449 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7626 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780496.000000 Penalty: 91479.007812
Iteration 376Q: 42 clusters Score -1.117805e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 119990 members 
Mstep: Class 3 contains 6519 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9429 members 
Mstep: Class 6 contains 39682 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6941 members 
Mstep: Class 9 contains 89362 members 
Mstep: Class 10 contains 81144 members 
Mstep: Class 11 contains 101105 members 
Mstep: Class 12 contains 55511 members 
Mstep: Class 13 contains 5019 members 
Mstep: Class 14 contains 96584 members 
Mstep: Class 15 contains 3074 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5131 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 21085 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10103 members 
Mstep: Class 25 contains 101916 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6716 members 
Mstep: Class 28 contains 3109 members 
Mstep: Class 29 contains 3662 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13968 members 
Mstep: Class 34 contains 10174 members 
Mstep: Class 35 contains 9736 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91417 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7629 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780544.000000 Penalty: 91479.007812
Iteration 377Q: 42 clusters Score -1.117805e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 120020 members 
Mstep: Class 3 contains 6518 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9430 members 
Mstep: Class 6 contains 39631 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6941 members 
Mstep: Class 9 contains 89425 members 
Mstep: Class 10 contains 81155 members 
Mstep: Class 11 contains 101111 members 
Mstep: Class 12 contains 55532 members 
Mstep: Class 13 contains 5018 members 
Mstep: Class 14 contains 96560 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5125 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 21068 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10100 members 
Mstep: Class 25 contains 101907 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6714 members 
Mstep: Class 28 contains 3097 members 
Mstep: Class 29 contains 3663 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13969 members 
Mstep: Class 34 contains 10174 members 
Mstep: Class 35 contains 9734 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91405 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7632 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780640.000000 Penalty: 91479.007812
Iteration 378Q: 42 clusters Score -1.117806e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 120069 members 
Mstep: Class 3 contains 6516 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9431 members 
Mstep: Class 6 contains 39571 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6940 members 
Mstep: Class 9 contains 89485 members 
Mstep: Class 10 contains 81169 members 
Mstep: Class 11 contains 101093 members 
Mstep: Class 12 contains 55557 members 
Mstep: Class 13 contains 5019 members 
Mstep: Class 14 contains 96536 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5119 members 
Mstep: Class 19 contains 3484 members 
Mstep: Class 20 contains 21038 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10100 members 
Mstep: Class 25 contains 101909 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6714 members 
Mstep: Class 28 contains 3087 members 
Mstep: Class 29 contains 3661 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13968 members 
Mstep: Class 34 contains 10174 members 
Mstep: Class 35 contains 9733 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91407 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7633 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780648.000000 Penalty: 91479.007812
Iteration 379Q: 42 clusters Score -1.117806e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 120086 members 
Mstep: Class 3 contains 6517 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9431 members 
Mstep: Class 6 contains 39519 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6940 members 
Mstep: Class 9 contains 89542 members 
Mstep: Class 10 contains 81180 members 
Mstep: Class 11 contains 101106 members 
Mstep: Class 12 contains 55572 members 
Mstep: Class 13 contains 5017 members 
Mstep: Class 14 contains 96530 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5116 members 
Mstep: Class 19 contains 3484 members 
Mstep: Class 20 contains 21008 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10100 members 
Mstep: Class 25 contains 101919 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6714 members 
Mstep: Class 28 contains 3081 members 
Mstep: Class 29 contains 3662 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13968 members 
Mstep: Class 34 contains 10174 members 
Mstep: Class 35 contains 9731 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91385 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7632 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780600.000000 Penalty: 91479.007812
Iteration 380F: 42 clusters Score -1.117806e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 120104 members 
Mstep: Class 3 contains 6517 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9431 members 
Mstep: Class 6 contains 39473 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6943 members 
Mstep: Class 9 contains 89599 members 
Mstep: Class 10 contains 81180 members 
Mstep: Class 11 contains 101133 members 
Mstep: Class 12 contains 55581 members 
Mstep: Class 13 contains 5014 members 
Mstep: Class 14 contains 96524 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5119 members 
Mstep: Class 19 contains 3483 members 
Mstep: Class 20 contains 20982 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10100 members 
Mstep: Class 25 contains 101915 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6714 members 
Mstep: Class 28 contains 3079 members 
Mstep: Class 29 contains 3662 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13967 members 
Mstep: Class 34 contains 10174 members 
Mstep: Class 35 contains 9732 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91358 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7631 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780712.000000 Penalty: 91479.007812
Iteration 381Q: 42 clusters Score -1.117807e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 120119 members 
Mstep: Class 3 contains 6518 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9433 members 
Mstep: Class 6 contains 39432 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6943 members 
Mstep: Class 9 contains 89657 members 
Mstep: Class 10 contains 81182 members 
Mstep: Class 11 contains 101147 members 
Mstep: Class 12 contains 55595 members 
Mstep: Class 13 contains 5015 members 
Mstep: Class 14 contains 96503 members 
Mstep: Class 15 contains 3077 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5121 members 
Mstep: Class 19 contains 3482 members 
Mstep: Class 20 contains 20962 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10102 members 
Mstep: Class 25 contains 101902 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6712 members 
Mstep: Class 28 contains 3076 members 
Mstep: Class 29 contains 3663 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13967 members 
Mstep: Class 34 contains 10174 members 
Mstep: Class 35 contains 9733 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91344 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7633 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780608.000000 Penalty: 91479.007812
Iteration 382Q: 42 clusters Score -1.117806e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 120130 members 
Mstep: Class 3 contains 6517 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9433 members 
Mstep: Class 6 contains 39390 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6942 members 
Mstep: Class 9 contains 89716 members 
Mstep: Class 10 contains 81189 members 
Mstep: Class 11 contains 101163 members 
Mstep: Class 12 contains 55607 members 
Mstep: Class 13 contains 5015 members 
Mstep: Class 14 contains 96497 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5122 members 
Mstep: Class 19 contains 3478 members 
Mstep: Class 20 contains 20951 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10101 members 
Mstep: Class 25 contains 101895 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6713 members 
Mstep: Class 28 contains 3075 members 
Mstep: Class 29 contains 3664 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13967 members 
Mstep: Class 34 contains 10173 members 
Mstep: Class 35 contains 9732 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91313 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7633 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780656.000000 Penalty: 91479.007812
Iteration 383Q: 42 clusters Score -1.117807e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 120156 members 
Mstep: Class 3 contains 6518 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9432 members 
Mstep: Class 6 contains 39347 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6943 members 
Mstep: Class 9 contains 89797 members 
Mstep: Class 10 contains 81192 members 
Mstep: Class 11 contains 101163 members 
Mstep: Class 12 contains 55622 members 
Mstep: Class 13 contains 5014 members 
Mstep: Class 14 contains 96466 members 
Mstep: Class 15 contains 3077 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5119 members 
Mstep: Class 19 contains 3477 members 
Mstep: Class 20 contains 20929 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10102 members 
Mstep: Class 25 contains 101884 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6714 members 
Mstep: Class 28 contains 3073 members 
Mstep: Class 29 contains 3666 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13969 members 
Mstep: Class 34 contains 10172 members 
Mstep: Class 35 contains 9731 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91295 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7634 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780608.000000 Penalty: 91479.007812
Iteration 384Q: 42 clusters Score -1.117806e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 120170 members 
Mstep: Class 3 contains 6520 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9433 members 
Mstep: Class 6 contains 39310 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6943 members 
Mstep: Class 9 contains 89885 members 
Mstep: Class 10 contains 81186 members 
Mstep: Class 11 contains 101168 members 
Mstep: Class 12 contains 55633 members 
Mstep: Class 13 contains 5014 members 
Mstep: Class 14 contains 96446 members 
Mstep: Class 15 contains 3078 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5113 members 
Mstep: Class 19 contains 3476 members 
Mstep: Class 20 contains 20911 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1645 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10102 members 
Mstep: Class 25 contains 101876 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6714 members 
Mstep: Class 28 contains 3070 members 
Mstep: Class 29 contains 3667 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13972 members 
Mstep: Class 34 contains 10172 members 
Mstep: Class 35 contains 9730 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91271 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7633 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780672.000000 Penalty: 91479.007812
Iteration 385Q: 42 clusters Score -1.117807e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 120179 members 
Mstep: Class 3 contains 6520 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9434 members 
Mstep: Class 6 contains 39273 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6943 members 
Mstep: Class 9 contains 89955 members 
Mstep: Class 10 contains 81197 members 
Mstep: Class 11 contains 101173 members 
Mstep: Class 12 contains 55645 members 
Mstep: Class 13 contains 5010 members 
Mstep: Class 14 contains 96447 members 
Mstep: Class 15 contains 3078 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 493 members 
Mstep: Class 18 contains 5110 members 
Mstep: Class 19 contains 3476 members 
Mstep: Class 20 contains 20892 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1645 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10108 members 
Mstep: Class 25 contains 101863 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6713 members 
Mstep: Class 28 contains 3066 members 
Mstep: Class 29 contains 3669 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13973 members 
Mstep: Class 34 contains 10172 members 
Mstep: Class 35 contains 9728 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91235 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7634 members 
Mstep: Class 41 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780680.000000 Penalty: 91479.007812
Iteration 386Q: 42 clusters Score -1.117807e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 120195 members 
Mstep: Class 3 contains 6520 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9434 members 
Mstep: Class 6 contains 39241 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6942 members 
Mstep: Class 9 contains 90038 members 
Mstep: Class 10 contains 81206 members 
Mstep: Class 11 contains 101174 members 
Mstep: Class 12 contains 55659 members 
Mstep: Class 13 contains 5007 members 
Mstep: Class 14 contains 96423 members 
Mstep: Class 15 contains 3079 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 493 members 
Mstep: Class 18 contains 5103 members 
Mstep: Class 19 contains 3476 members 
Mstep: Class 20 contains 20871 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1645 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10106 members 
Mstep: Class 25 contains 101851 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6710 members 
Mstep: Class 28 contains 3061 members 
Mstep: Class 29 contains 3671 members 
Mstep: Class 30 contains 1911 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13976 members 
Mstep: Class 34 contains 10172 members 
Mstep: Class 35 contains 9727 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91215 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7633 members 
Mstep: Class 41 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780688.000000 Penalty: 91479.007812
Iteration 387Q: 42 clusters Score -1.117807e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 120226 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9434 members 
Mstep: Class 6 contains 39205 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6943 members 
Mstep: Class 9 contains 90116 members 
Mstep: Class 10 contains 81209 members 
Mstep: Class 11 contains 101184 members 
Mstep: Class 12 contains 55670 members 
Mstep: Class 13 contains 5008 members 
Mstep: Class 14 contains 96373 members 
Mstep: Class 15 contains 3079 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 5097 members 
Mstep: Class 19 contains 3476 members 
Mstep: Class 20 contains 20850 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1645 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10102 members 
Mstep: Class 25 contains 101844 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6709 members 
Mstep: Class 28 contains 3058 members 
Mstep: Class 29 contains 3671 members 
Mstep: Class 30 contains 1911 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13979 members 
Mstep: Class 34 contains 10173 members 
Mstep: Class 35 contains 9727 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91204 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7632 members 
Mstep: Class 41 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780496.000000 Penalty: 91479.007812
Iteration 388Q: 42 clusters Score -1.117805e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 120262 members 
Mstep: Class 3 contains 6522 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9434 members 
Mstep: Class 6 contains 39160 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6943 members 
Mstep: Class 9 contains 90201 members 
Mstep: Class 10 contains 81210 members 
Mstep: Class 11 contains 101191 members 
Mstep: Class 12 contains 55697 members 
Mstep: Class 13 contains 5006 members 
Mstep: Class 14 contains 96337 members 
Mstep: Class 15 contains 3079 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 5085 members 
Mstep: Class 19 contains 3477 members 
Mstep: Class 20 contains 20838 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1645 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10100 members 
Mstep: Class 25 contains 101828 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6709 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 3671 members 
Mstep: Class 30 contains 1911 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13979 members 
Mstep: Class 34 contains 10173 members 
Mstep: Class 35 contains 9726 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91178 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7632 members 
Mstep: Class 41 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780568.000000 Penalty: 91479.007812
Iteration 389Q: 42 clusters Score -1.117806e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 120293 members 
Mstep: Class 3 contains 6524 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 39127 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6943 members 
Mstep: Class 9 contains 90289 members 
Mstep: Class 10 contains 81213 members 
Mstep: Class 11 contains 101204 members 
Mstep: Class 12 contains 55711 members 
Mstep: Class 13 contains 5004 members 
Mstep: Class 14 contains 96297 members 
Mstep: Class 15 contains 3079 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 5070 members 
Mstep: Class 19 contains 3474 members 
Mstep: Class 20 contains 20831 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1645 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10095 members 
Mstep: Class 25 contains 101800 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 3046 members 
Mstep: Class 29 contains 3674 members 
Mstep: Class 30 contains 1911 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13978 members 
Mstep: Class 34 contains 10173 members 
Mstep: Class 35 contains 9729 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91161 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7633 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780400.000000 Penalty: 91479.007812
Iteration 390Q: 42 clusters Score -1.117804e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 120302 members 
Mstep: Class 3 contains 6525 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 39102 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6943 members 
Mstep: Class 9 contains 90382 members 
Mstep: Class 10 contains 81222 members 
Mstep: Class 11 contains 101209 members 
Mstep: Class 12 contains 55725 members 
Mstep: Class 13 contains 5001 members 
Mstep: Class 14 contains 96260 members 
Mstep: Class 15 contains 3078 members 
Mstep: Class 16 contains 1378 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 5060 members 
Mstep: Class 19 contains 3473 members 
Mstep: Class 20 contains 20828 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1645 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10089 members 
Mstep: Class 25 contains 101790 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 6703 members 
Mstep: Class 28 contains 3038 members 
Mstep: Class 29 contains 3674 members 
Mstep: Class 30 contains 1911 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13978 members 
Mstep: Class 34 contains 10174 members 
Mstep: Class 35 contains 9728 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91139 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7633 members 
Mstep: Class 41 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780464.000000 Penalty: 91479.007812
Iteration 391Q: 42 clusters Score -1.117805e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 120316 members 
Mstep: Class 3 contains 6525 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 39074 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6943 members 
Mstep: Class 9 contains 90486 members 
Mstep: Class 10 contains 81243 members 
Mstep: Class 11 contains 101214 members 
Mstep: Class 12 contains 55733 members 
Mstep: Class 13 contains 4999 members 
Mstep: Class 14 contains 96202 members 
Mstep: Class 15 contains 3078 members 
Mstep: Class 16 contains 1378 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 5053 members 
Mstep: Class 19 contains 3472 members 
Mstep: Class 20 contains 20822 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1645 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10088 members 
Mstep: Class 25 contains 101776 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6700 members 
Mstep: Class 28 contains 3031 members 
Mstep: Class 29 contains 3674 members 
Mstep: Class 30 contains 1911 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13984 members 
Mstep: Class 34 contains 10174 members 
Mstep: Class 35 contains 9729 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91109 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7632 members 
Mstep: Class 41 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780656.000000 Penalty: 91479.007812
Iteration 392Q: 42 clusters Score -1.117807e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 120311 members 
Mstep: Class 3 contains 6522 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 39051 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6943 members 
Mstep: Class 9 contains 90605 members 
Mstep: Class 10 contains 81254 members 
Mstep: Class 11 contains 101227 members 
Mstep: Class 12 contains 55746 members 
Mstep: Class 13 contains 4998 members 
Mstep: Class 14 contains 96160 members 
Mstep: Class 15 contains 3078 members 
Mstep: Class 16 contains 1378 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 5047 members 
Mstep: Class 19 contains 3473 members 
Mstep: Class 20 contains 20811 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1645 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10084 members 
Mstep: Class 25 contains 101746 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6700 members 
Mstep: Class 28 contains 3020 members 
Mstep: Class 29 contains 3679 members 
Mstep: Class 30 contains 1911 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13989 members 
Mstep: Class 34 contains 10174 members 
Mstep: Class 35 contains 9729 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91079 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7632 members 
Mstep: Class 41 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780696.000000 Penalty: 91479.007812
Iteration 393Q: 42 clusters Score -1.117807e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 120300 members 
Mstep: Class 3 contains 6522 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 39032 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6944 members 
Mstep: Class 9 contains 90734 members 
Mstep: Class 10 contains 81264 members 
Mstep: Class 11 contains 101219 members 
Mstep: Class 12 contains 55749 members 
Mstep: Class 13 contains 4996 members 
Mstep: Class 14 contains 96129 members 
Mstep: Class 15 contains 3077 members 
Mstep: Class 16 contains 1378 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 5043 members 
Mstep: Class 19 contains 3472 members 
Mstep: Class 20 contains 20803 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1645 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10085 members 
Mstep: Class 25 contains 101707 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6697 members 
Mstep: Class 28 contains 3008 members 
Mstep: Class 29 contains 3681 members 
Mstep: Class 30 contains 1911 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13993 members 
Mstep: Class 34 contains 10174 members 
Mstep: Class 35 contains 9731 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91066 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7632 members 
Mstep: Class 41 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780720.000000 Penalty: 91479.007812
Iteration 394Q: 42 clusters Score -1.117807e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 120287 members 
Mstep: Class 3 contains 6522 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 39002 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6944 members 
Mstep: Class 9 contains 90869 members 
Mstep: Class 10 contains 81275 members 
Mstep: Class 11 contains 101218 members 
Mstep: Class 12 contains 55748 members 
Mstep: Class 13 contains 4993 members 
Mstep: Class 14 contains 96105 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 1378 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 5033 members 
Mstep: Class 19 contains 3469 members 
Mstep: Class 20 contains 20797 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1645 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10083 members 
Mstep: Class 25 contains 101682 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6696 members 
Mstep: Class 28 contains 3001 members 
Mstep: Class 29 contains 3681 members 
Mstep: Class 30 contains 1911 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 14002 members 
Mstep: Class 34 contains 10174 members 
Mstep: Class 35 contains 9729 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91038 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7633 members 
Mstep: Class 41 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780648.000000 Penalty: 91479.007812
Iteration 395Q: 42 clusters Score -1.117806e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 120262 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 38978 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6944 members 
Mstep: Class 9 contains 91005 members 
Mstep: Class 10 contains 81285 members 
Mstep: Class 11 contains 101226 members 
Mstep: Class 12 contains 55747 members 
Mstep: Class 13 contains 4992 members 
Mstep: Class 14 contains 96080 members 
Mstep: Class 15 contains 3078 members 
Mstep: Class 16 contains 1378 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 5026 members 
Mstep: Class 19 contains 3467 members 
Mstep: Class 20 contains 20797 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1645 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10082 members 
Mstep: Class 25 contains 101655 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6693 members 
Mstep: Class 28 contains 2997 members 
Mstep: Class 29 contains 3681 members 
Mstep: Class 30 contains 1911 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 14005 members 
Mstep: Class 34 contains 10174 members 
Mstep: Class 35 contains 9728 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91001 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7634 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780664.000000 Penalty: 91479.007812
Iteration 396Q: 42 clusters Score -1.117807e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 120206 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 38960 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6944 members 
Mstep: Class 9 contains 91158 members 
Mstep: Class 10 contains 81288 members 
Mstep: Class 11 contains 101237 members 
Mstep: Class 12 contains 55748 members 
Mstep: Class 13 contains 4992 members 
Mstep: Class 14 contains 96052 members 
Mstep: Class 15 contains 3077 members 
Mstep: Class 16 contains 1378 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 5018 members 
Mstep: Class 19 contains 3462 members 
Mstep: Class 20 contains 20795 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1645 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10079 members 
Mstep: Class 25 contains 101642 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6688 members 
Mstep: Class 28 contains 2991 members 
Mstep: Class 29 contains 3682 members 
Mstep: Class 30 contains 1911 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 14006 members 
Mstep: Class 34 contains 10174 members 
Mstep: Class 35 contains 9727 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90978 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7634 members 
Mstep: Class 41 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780696.000000 Penalty: 91479.007812
Iteration 397Q: 42 clusters Score -1.117807e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 120195 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 38926 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6943 members 
Mstep: Class 9 contains 91301 members 
Mstep: Class 10 contains 81276 members 
Mstep: Class 11 contains 101250 members 
Mstep: Class 12 contains 55747 members 
Mstep: Class 13 contains 4992 members 
Mstep: Class 14 contains 96003 members 
Mstep: Class 15 contains 3078 members 
Mstep: Class 16 contains 1378 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 5007 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 20 contains 20788 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1645 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10082 members 
Mstep: Class 25 contains 101638 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6689 members 
Mstep: Class 28 contains 2986 members 
Mstep: Class 29 contains 3682 members 
Mstep: Class 30 contains 1911 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 14005 members 
Mstep: Class 34 contains 10174 members 
Mstep: Class 35 contains 9727 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90954 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7635 members 
Mstep: Class 41 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780624.000000 Penalty: 91479.007812
Iteration 398Q: 42 clusters Score -1.117806e+08 nChanged 655
Entering ConstructFrom: 
Score: -111780624.000000 Penalty: 91479.007812
Entering ConstructFrom: 
Trying to split cluster 1 (3335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Entering Unmasked Estep 
Score: -418029.062500 Penalty: 1318.237061
	Iteration 0F: 2 clusters Score -418029.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -415047.593750 Penalty: 2636.474121
	Iteration 0F: 3 clusters Score -415047.6 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -415800.218750 Penalty: 2636.474121
	Iteration 1F: 3 clusters Score -415800.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -415985.218750 Penalty: 2636.474121
	Iteration 2F: 3 clusters Score -415985.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -416088.406250 Penalty: 2636.474121
	Iteration 3F: 3 clusters Score -416088.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -416154.687500 Penalty: 2636.474121
	Iteration 4Q: 3 clusters Score -416154.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -416220.875000 Penalty: 2636.474121
	Iteration 5Q: 3 clusters Score -416220.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -416281.750000 Penalty: 2636.474121
	Iteration 6Q: 3 clusters Score -416281.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -416333.093750 Penalty: 2636.474121
	Iteration 7Q: 3 clusters Score -416333.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -416378.750000 Penalty: 2636.474121
	Iteration 8Q: 3 clusters Score -416378.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -416446.468750 Penalty: 2636.474121
	Iteration 9Q: 3 clusters Score -416446.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -416490.625000 Penalty: 2636.474121
	Iteration 10Q: 3 clusters Score -416490.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -416533.250000 Penalty: 2636.474121
	Iteration 11Q: 3 clusters Score -416533.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -416569.343750 Penalty: 2636.474121
	Iteration 12Q: 3 clusters Score -416569.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -416601.687500 Penalty: 2636.474121
	Iteration 13Q: 3 clusters Score -416601.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -416637.750000 Penalty: 2636.474121
	Iteration 14Q: 3 clusters Score -416637.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -416674.937500 Penalty: 2636.474121
	Iteration 15Q: 3 clusters Score -416674.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -416718.687500 Penalty: 2636.474121
	Iteration 16Q: 3 clusters Score -416718.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -416756.281250 Penalty: 2636.474121
	Iteration 17Q: 3 clusters Score -416756.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -416790.437500 Penalty: 2636.474121
	Iteration 18Q: 3 clusters Score -416790.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -416812.562500 Penalty: 2636.474121
	Iteration 19Q: 3 clusters Score -416812.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -416834.843750 Penalty: 2636.474121
	Iteration 20F: 3 clusters Score -416834.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -416847.906250 Penalty: 2636.474121
	Iteration 21Q: 3 clusters Score -416847.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -416862.343750 Penalty: 2636.474121
	Iteration 22Q: 3 clusters Score -416862.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -416869.718750 Penalty: 2636.474121
	Iteration 23Q: 3 clusters Score -416869.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -416878.843750 Penalty: 2636.474121
	Iteration 24Q: 3 clusters Score -416878.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -416886.343750 Penalty: 2636.474121
	Iteration 25Q: 3 clusters Score -416886.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -416900.281250 Penalty: 2636.474121
	Iteration 26Q: 3 clusters Score -416900.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -416912.718750 Penalty: 2636.474121
	Iteration 27Q: 3 clusters Score -416912.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -416923.562500 Penalty: 2636.474121
	Iteration 28Q: 3 clusters Score -416923.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -416931.468750 Penalty: 2636.474121
	Iteration 29Q: 3 clusters Score -416931.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -416936.125000 Penalty: 2636.474121
	Iteration 30Q: 3 clusters Score -416936.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -416942.031250 Penalty: 2636.474121
	Iteration 31Q: 3 clusters Score -416942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -416944.500000 Penalty: 2636.474121
	Iteration 32Q: 3 clusters Score -416944.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -416949.343750 Penalty: 2636.474121
	Iteration 33Q: 3 clusters Score -416949.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -416952.843750 Penalty: 2636.474121
	Iteration 34Q: 3 clusters Score -416952.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -416958.656250 Penalty: 2636.474121
	Iteration 35Q: 3 clusters Score -416958.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -416964.875000 Penalty: 2636.474121
	Iteration 36Q: 3 clusters Score -416964.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -416974.375000 Penalty: 2636.474121
	Iteration 37Q: 3 clusters Score -416974.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -416981.531250 Penalty: 2636.474121
	Iteration 38Q: 3 clusters Score -416981.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -416988.437500 Penalty: 2636.474121
	Iteration 39Q: 3 clusters Score -416988.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -416991.343750 Penalty: 2636.474121
	Iteration 40F: 3 clusters Score -416991.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -416993.031250 Penalty: 2636.474121
	Iteration 41Q: 3 clusters Score -416993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -416993.375000 Penalty: 2636.474121
	Iteration 42Q: 3 clusters Score -416993.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -416994.125000 Penalty: 2636.474121
	Iteration 43Q: 3 clusters Score -416994.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -416996.718750 Penalty: 2636.474121
	Iteration 44Q: 3 clusters Score -416996.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -417000.718750 Penalty: 2636.474121
	Iteration 45Q: 3 clusters Score -417000.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -417002.312500 Penalty: 2636.474121
	Iteration 46Q: 3 clusters Score -417002.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -417004.593750 Penalty: 2636.474121
	Iteration 47Q: 3 clusters Score -417004.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -417004.906250 Penalty: 2636.474121
	Iteration 48Q: 3 clusters Score -417004.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -417005.437500 Penalty: 2636.474121
	Iteration 49Q: 3 clusters Score -417005.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -417005.437500 Penalty: 2636.474121
	Iteration 50F: 3 clusters Score -417005.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (120196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120196 members 
Entering Unmasked Estep 
Score: -14994675.000000 Penalty: 1900.742920
	Iteration 0F: 2 clusters Score -1.499468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60047 members 
Mstep: Class 2 contains 60149 members 
Entering Unmasked Estep 
Score: -14921440.000000 Penalty: 3801.485840
	Iteration 0F: 3 clusters Score -1.492144e+07 nChanged 58108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58553 members 
Mstep: Class 2 contains 61643 members 
Entering Unmasked Estep 
Score: -14955620.000000 Penalty: 3801.485840
	Iteration 1F: 3 clusters Score -1.495562e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57714 members 
Mstep: Class 2 contains 62482 members 
Entering Unmasked Estep 
Score: -14956656.000000 Penalty: 3801.485840
	Iteration 2Q: 3 clusters Score -1.495666e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56561 members 
Mstep: Class 2 contains 63635 members 
Entering Unmasked Estep 
Score: -14957938.000000 Penalty: 3801.485840
	Iteration 3Q: 3 clusters Score -1.495794e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54922 members 
Mstep: Class 2 contains 65274 members 
Entering Unmasked Estep 
Score: -14960052.000000 Penalty: 3801.485840
	Iteration 4Q: 3 clusters Score -1.496005e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52763 members 
Mstep: Class 2 contains 67433 members 
Entering Unmasked Estep 
Score: -14963848.000000 Penalty: 3801.485840
	Iteration 5F: 3 clusters Score -1.496385e+07 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50181 members 
Mstep: Class 2 contains 70015 members 
Entering Unmasked Estep 
Score: -14969322.000000 Penalty: 3801.485840
	Iteration 6F: 3 clusters Score -1.496932e+07 nChanged 8877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Mstep: Class 2 contains 72442 members 
Entering Unmasked Estep 
Score: -14976672.000000 Penalty: 3801.485840
	Iteration 7F: 3 clusters Score -1.497667e+07 nChanged 8155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 73885 members 
Entering Unmasked Estep 
Score: -14982105.000000 Penalty: 3801.485840
	Iteration 8F: 3 clusters Score -1.49821e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 74580 members 
Entering Unmasked Estep 
Score: -14984181.000000 Penalty: 3801.485840
	Iteration 9Q: 3 clusters Score -1.498418e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 75087 members 
Entering Unmasked Estep 
Score: -14984956.000000 Penalty: 3801.485840
	Iteration 10Q: 3 clusters Score -1.498496e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 75629 members 
Entering Unmasked Estep 
Score: -14985363.000000 Penalty: 3801.485840
	Iteration 11Q: 3 clusters Score -1.498536e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 76230 members 
Entering Unmasked Estep 
Score: -14985710.000000 Penalty: 3801.485840
	Iteration 12Q: 3 clusters Score -1.498571e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 76819 members 
Entering Unmasked Estep 
Score: -14986150.000000 Penalty: 3801.485840
	Iteration 13Q: 3 clusters Score -1.498615e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 77456 members 
Entering Unmasked Estep 
Score: -14986545.000000 Penalty: 3801.485840
	Iteration 14Q: 3 clusters Score -1.498654e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 78071 members 
Entering Unmasked Estep 
Score: -14986943.000000 Penalty: 3801.485840
	Iteration 15Q: 3 clusters Score -1.498694e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 78721 members 
Entering Unmasked Estep 
Score: -14987299.000000 Penalty: 3801.485840
	Iteration 16Q: 3 clusters Score -1.49873e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 79354 members 
Entering Unmasked Estep 
Score: -14987737.000000 Penalty: 3801.485840
	Iteration 17Q: 3 clusters Score -1.498774e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 80014 members 
Entering Unmasked Estep 
Score: -14988024.000000 Penalty: 3801.485840
	Iteration 18Q: 3 clusters Score -1.498802e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 80612 members 
Entering Unmasked Estep 
Score: -14988358.000000 Penalty: 3801.485840
	Iteration 19Q: 3 clusters Score -1.498836e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 81199 members 
Entering Unmasked Estep 
Score: -14988745.000000 Penalty: 3801.485840
	Iteration 20F: 3 clusters Score -1.498874e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 81813 members 
Entering Unmasked Estep 
Score: -14989062.000000 Penalty: 3801.485840
	Iteration 21Q: 3 clusters Score -1.498906e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 82428 members 
Entering Unmasked Estep 
Score: -14989393.000000 Penalty: 3801.485840
	Iteration 22Q: 3 clusters Score -1.498939e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 83060 members 
Entering Unmasked Estep 
Score: -14989698.000000 Penalty: 3801.485840
	Iteration 23Q: 3 clusters Score -1.49897e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 83756 members 
Entering Unmasked Estep 
Score: -14990108.000000 Penalty: 3801.485840
	Iteration 24Q: 3 clusters Score -1.499011e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 84406 members 
Entering Unmasked Estep 
Score: -14990326.000000 Penalty: 3801.485840
	Iteration 25Q: 3 clusters Score -1.499033e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 85059 members 
Entering Unmasked Estep 
Score: -14990625.000000 Penalty: 3801.485840
	Iteration 26Q: 3 clusters Score -1.499062e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 85716 members 
Entering Unmasked Estep 
Score: -14990941.000000 Penalty: 3801.485840
	Iteration 27Q: 3 clusters Score -1.499094e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 86365 members 
Entering Unmasked Estep 
Score: -14991218.000000 Penalty: 3801.485840
	Iteration 28Q: 3 clusters Score -1.499122e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 87054 members 
Entering Unmasked Estep 
Score: -14991540.000000 Penalty: 3801.485840
	Iteration 29Q: 3 clusters Score -1.499154e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 87778 members 
Entering Unmasked Estep 
Score: -14991905.000000 Penalty: 3801.485840
	Iteration 30Q: 3 clusters Score -1.49919e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 88487 members 
Entering Unmasked Estep 
Score: -14992235.000000 Penalty: 3801.485840
	Iteration 31Q: 3 clusters Score -1.499224e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 89171 members 
Entering Unmasked Estep 
Score: -14992592.000000 Penalty: 3801.485840
	Iteration 32Q: 3 clusters Score -1.499259e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 89868 members 
Entering Unmasked Estep 
Score: -14992929.000000 Penalty: 3801.485840
	Iteration 33Q: 3 clusters Score -1.499293e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 90533 members 
Entering Unmasked Estep 
Score: -14993456.000000 Penalty: 3801.485840
	Iteration 34Q: 3 clusters Score -1.499346e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 91308 members 
Entering Unmasked Estep 
Score: -14993977.000000 Penalty: 3801.485840
	Iteration 35Q: 3 clusters Score -1.499398e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 92146 members 
Entering Unmasked Estep 
Score: -14994537.000000 Penalty: 3801.485840
	Iteration 36Q: 3 clusters Score -1.499454e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 93052 members 
Entering Unmasked Estep 
Score: -14995026.000000 Penalty: 3801.485840
	Iteration 37Q: 3 clusters Score -1.499503e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 94009 members 
Entering Unmasked Estep 
Score: -14995667.000000 Penalty: 3801.485840
	Iteration 38Q: 3 clusters Score -1.499567e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 95084 members 
Entering Unmasked Estep 
Score: -14996195.000000 Penalty: 3801.485840
	Iteration 39Q: 3 clusters Score -1.49962e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 96177 members 
Entering Unmasked Estep 
Score: -14996604.000000 Penalty: 3801.485840
	Iteration 40F: 3 clusters Score -1.49966e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 97316 members 
Entering Unmasked Estep 
Score: -14997056.000000 Penalty: 3801.485840
	Iteration 41Q: 3 clusters Score -1.499706e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 98510 members 
Entering Unmasked Estep 
Score: -14997462.000000 Penalty: 3801.485840
	Iteration 42Q: 3 clusters Score -1.499746e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 99772 members 
Entering Unmasked Estep 
Score: -14997805.000000 Penalty: 3801.485840
	Iteration 43Q: 3 clusters Score -1.49978e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 101029 members 
Entering Unmasked Estep 
Score: -14998038.000000 Penalty: 3801.485840
	Iteration 44Q: 3 clusters Score -1.499804e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 102251 members 
Entering Unmasked Estep 
Score: -14998219.000000 Penalty: 3801.485840
	Iteration 45Q: 3 clusters Score -1.499822e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 103457 members 
Entering Unmasked Estep 
Score: -14998276.000000 Penalty: 3801.485840
	Iteration 46Q: 3 clusters Score -1.499828e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 104579 members 
Entering Unmasked Estep 
Score: -14998195.000000 Penalty: 3801.485840
	Iteration 47Q: 3 clusters Score -1.49982e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 105642 members 
Entering Unmasked Estep 
Score: -14998148.000000 Penalty: 3801.485840
	Iteration 48Q: 3 clusters Score -1.499815e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 106669 members 
Entering Unmasked Estep 
Score: -14998007.000000 Penalty: 3801.485840
	Iteration 49Q: 3 clusters Score -1.499801e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 107645 members 
Entering Unmasked Estep 
Score: -14997784.000000 Penalty: 3801.485840
	Iteration 50Q: 3 clusters Score -1.499778e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 108543 members 
Entering Unmasked Estep 
Score: -14997637.000000 Penalty: 3801.485840
	Iteration 51Q: 3 clusters Score -1.499764e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 109351 members 
Entering Unmasked Estep 
Score: -14997397.000000 Penalty: 3801.485840
	Iteration 52Q: 3 clusters Score -1.49974e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 110076 members 
Entering Unmasked Estep 
Score: -14997182.000000 Penalty: 3801.485840
	Iteration 53Q: 3 clusters Score -1.499718e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 110781 members 
Entering Unmasked Estep 
Score: -14996926.000000 Penalty: 3801.485840
	Iteration 54Q: 3 clusters Score -1.499693e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 111443 members 
Entering Unmasked Estep 
Score: -14996720.000000 Penalty: 3801.485840
	Iteration 55Q: 3 clusters Score -1.499672e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 112042 members 
Entering Unmasked Estep 
Score: -14996442.000000 Penalty: 3801.485840
	Iteration 56Q: 3 clusters Score -1.499644e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 112598 members 
Entering Unmasked Estep 
Score: -14996226.000000 Penalty: 3801.485840
	Iteration 57Q: 3 clusters Score -1.499623e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 113120 members 
Entering Unmasked Estep 
Score: -14996105.000000 Penalty: 3801.485840
	Iteration 58Q: 3 clusters Score -1.49961e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 113592 members 
Entering Unmasked Estep 
Score: -14995947.000000 Penalty: 3801.485840
	Iteration 59Q: 3 clusters Score -1.499595e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 114050 members 
Entering Unmasked Estep 
Score: -14995777.000000 Penalty: 3801.485840
	Iteration 60F: 3 clusters Score -1.499578e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 114479 members 
Entering Unmasked Estep 
Score: -14995613.000000 Penalty: 3801.485840
	Iteration 61Q: 3 clusters Score -1.499561e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 114865 members 
Entering Unmasked Estep 
Score: -14995457.000000 Penalty: 3801.485840
	Iteration 62Q: 3 clusters Score -1.499546e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 115253 members 
Entering Unmasked Estep 
Score: -14995267.000000 Penalty: 3801.485840
	Iteration 63Q: 3 clusters Score -1.499527e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 115576 members 
Entering Unmasked Estep 
Score: -14995127.000000 Penalty: 3801.485840
	Iteration 64Q: 3 clusters Score -1.499513e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 115891 members 
Entering Unmasked Estep 
Score: -14994949.000000 Penalty: 3801.485840
	Iteration 65Q: 3 clusters Score -1.499495e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 116162 members 
Entering Unmasked Estep 
Score: -14994816.000000 Penalty: 3801.485840
	Iteration 66Q: 3 clusters Score -1.499482e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 116437 members 
Entering Unmasked Estep 
Score: -14994765.000000 Penalty: 3801.485840
	Iteration 67Q: 3 clusters Score -1.499476e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 116687 members 
Entering Unmasked Estep 
Score: -14994659.000000 Penalty: 3801.485840
	Iteration 68Q: 3 clusters Score -1.499466e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 116917 members 
Entering Unmasked Estep 
Score: -14994573.000000 Penalty: 3801.485840
	Iteration 69Q: 3 clusters Score -1.499457e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 117138 members 
Entering Unmasked Estep 
Score: -14994489.000000 Penalty: 3801.485840
	Iteration 70Q: 3 clusters Score -1.499449e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 117337 members 
Entering Unmasked Estep 
Score: -14994408.000000 Penalty: 3801.485840
	Iteration 71Q: 3 clusters Score -1.499441e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 117541 members 
Entering Unmasked Estep 
Score: -14994267.000000 Penalty: 3801.485840
	Iteration 72Q: 3 clusters Score -1.499427e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 117720 members 
Entering Unmasked Estep 
Score: -14994202.000000 Penalty: 3801.485840
	Iteration 73Q: 3 clusters Score -1.49942e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 117883 members 
Entering Unmasked Estep 
Score: -14994155.000000 Penalty: 3801.485840
	Iteration 74Q: 3 clusters Score -1.499416e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 118030 members 
Entering Unmasked Estep 
Score: -14994103.000000 Penalty: 3801.485840
	Iteration 75Q: 3 clusters Score -1.49941e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 118183 members 
Entering Unmasked Estep 
Score: -14994000.000000 Penalty: 3801.485840
	Iteration 76Q: 3 clusters Score -1.4994e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 118317 members 
Entering Unmasked Estep 
Score: -14993952.000000 Penalty: 3801.485840
	Iteration 77Q: 3 clusters Score -1.499395e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 118447 members 
Entering Unmasked Estep 
Score: -14993889.000000 Penalty: 3801.485840
	Iteration 78Q: 3 clusters Score -1.499389e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 118551 members 
Entering Unmasked Estep 
Score: -14993831.000000 Penalty: 3801.485840
	Iteration 79Q: 3 clusters Score -1.499383e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 118648 members 
Entering Unmasked Estep 
Score: -14993821.000000 Penalty: 3801.485840
	Iteration 80F: 3 clusters Score -1.499382e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 118741 members 
Entering Unmasked Estep 
Score: -14993766.000000 Penalty: 3801.485840
	Iteration 81Q: 3 clusters Score -1.499377e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 118831 members 
Entering Unmasked Estep 
Score: -14993774.000000 Penalty: 3801.485840
	Iteration 82Q: 3 clusters Score -1.499377e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 118912 members 
Entering Unmasked Estep 
Score: -14993727.000000 Penalty: 3801.485840
	Iteration 83Q: 3 clusters Score -1.499373e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 118985 members 
Entering Unmasked Estep 
Score: -14993724.000000 Penalty: 3801.485840
	Iteration 84Q: 3 clusters Score -1.499372e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 119060 members 
Entering Unmasked Estep 
Score: -14993700.000000 Penalty: 3801.485840
	Iteration 85Q: 3 clusters Score -1.49937e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 119132 members 
Entering Unmasked Estep 
Score: -14993656.000000 Penalty: 3801.485840
	Iteration 86Q: 3 clusters Score -1.499366e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 119194 members 
Entering Unmasked Estep 
Score: -14993654.000000 Penalty: 3801.485840
	Iteration 87Q: 3 clusters Score -1.499365e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 119246 members 
Entering Unmasked Estep 
Score: -14993638.000000 Penalty: 3801.485840
	Iteration 88Q: 3 clusters Score -1.499364e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 119295 members 
Entering Unmasked Estep 
Score: -14993629.000000 Penalty: 3801.485840
	Iteration 89Q: 3 clusters Score -1.499363e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 119345 members 
Entering Unmasked Estep 
Score: -14993602.000000 Penalty: 3801.485840
	Iteration 90Q: 3 clusters Score -1.49936e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 119378 members 
Entering Unmasked Estep 
Score: -14993608.000000 Penalty: 3801.485840
	Iteration 91Q: 3 clusters Score -1.499361e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 119398 members 
Entering Unmasked Estep 
Score: -14993600.000000 Penalty: 3801.485840
	Iteration 92Q: 3 clusters Score -1.49936e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 119417 members 
Entering Unmasked Estep 
Score: -14993601.000000 Penalty: 3801.485840
	Iteration 93Q: 3 clusters Score -1.49936e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 119429 members 
Entering Unmasked Estep 
Score: -14993607.000000 Penalty: 3801.485840
	Iteration 94Q: 3 clusters Score -1.499361e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 119444 members 
Entering Unmasked Estep 
Score: -14993625.000000 Penalty: 3801.485840
	Iteration 95Q: 3 clusters Score -1.499362e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 119458 members 
Entering Unmasked Estep 
Score: -14993600.000000 Penalty: 3801.485840
	Iteration 96Q: 3 clusters Score -1.49936e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 119474 members 
Entering Unmasked Estep 
Score: -14993590.000000 Penalty: 3801.485840
	Iteration 97Q: 3 clusters Score -1.499359e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 119493 members 
Entering Unmasked Estep 
Score: -14993586.000000 Penalty: 3801.485840
	Iteration 98Q: 3 clusters Score -1.499359e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 119505 members 
Entering Unmasked Estep 
Score: -14993565.000000 Penalty: 3801.485840
	Iteration 99Q: 3 clusters Score -1.499356e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 119519 members 
Entering Unmasked Estep 
Score: -14993572.000000 Penalty: 3801.485840
	Iteration 100F: 3 clusters Score -1.499357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 119528 members 
Entering Unmasked Estep 
Score: -14993565.000000 Penalty: 3801.485840
	Iteration 101Q: 3 clusters Score -1.499356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 119537 members 
Entering Unmasked Estep 
Score: -14993574.000000 Penalty: 3801.485840
	Iteration 102Q: 3 clusters Score -1.499357e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 119547 members 
Entering Unmasked Estep 
Score: -14993555.000000 Penalty: 3801.485840
	Iteration 103Q: 3 clusters Score -1.499356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 119554 members 
Entering Unmasked Estep 
Score: -14993539.000000 Penalty: 3801.485840
	Iteration 104Q: 3 clusters Score -1.499354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 119558 members 
Entering Unmasked Estep 
Score: -14993540.000000 Penalty: 3801.485840
	Iteration 105Q: 3 clusters Score -1.499354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 119564 members 
Entering Unmasked Estep 
Score: -14993548.000000 Penalty: 3801.485840
	Iteration 106Q: 3 clusters Score -1.499355e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 119575 members 
Entering Unmasked Estep 
Score: -14993541.000000 Penalty: 3801.485840
	Iteration 107Q: 3 clusters Score -1.499354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 119580 members 
Entering Unmasked Estep 
Score: -14993530.000000 Penalty: 3801.485840
	Iteration 108Q: 3 clusters Score -1.499353e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 119589 members 
Entering Unmasked Estep 
Score: -14993537.000000 Penalty: 3801.485840
	Iteration 109Q: 3 clusters Score -1.499354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 119598 members 
Entering Unmasked Estep 
Score: -14993533.000000 Penalty: 3801.485840
	Iteration 110Q: 3 clusters Score -1.499353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 119600 members 
Entering Unmasked Estep 
Score: -14993528.000000 Penalty: 3801.485840
	Iteration 111Q: 3 clusters Score -1.499353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 119604 members 
Entering Unmasked Estep 
Score: -14993522.000000 Penalty: 3801.485840
	Iteration 112Q: 3 clusters Score -1.499352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 119609 members 
Entering Unmasked Estep 
Score: -14993531.000000 Penalty: 3801.485840
	Iteration 113Q: 3 clusters Score -1.499353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 119610 members 
Entering Unmasked Estep 
Score: -14993533.000000 Penalty: 3801.485840
	Iteration 114Q: 3 clusters Score -1.499353e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 119615 members 
Entering Unmasked Estep 
Score: -14993527.000000 Penalty: 3801.485840
	Iteration 115Q: 3 clusters Score -1.499353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 119623 members 
Entering Unmasked Estep 
Score: -14993513.000000 Penalty: 3801.485840
	Iteration 116Q: 3 clusters Score -1.499351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 119628 members 
Entering Unmasked Estep 
Score: -14993509.000000 Penalty: 3801.485840
	Iteration 117Q: 3 clusters Score -1.499351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 119634 members 
Entering Unmasked Estep 
Score: -14993492.000000 Penalty: 3801.485840
	Iteration 118Q: 3 clusters Score -1.499349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 119637 members 
Entering Unmasked Estep 
Score: -14993487.000000 Penalty: 3801.485840
	Iteration 119Q: 3 clusters Score -1.499349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 119639 members 
Entering Unmasked Estep 
Score: -14993482.000000 Penalty: 3801.485840
	Iteration 120F: 3 clusters Score -1.499348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 119644 members 
Entering Unmasked Estep 
Score: -14993494.000000 Penalty: 3801.485840
	Iteration 121Q: 3 clusters Score -1.499349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 119650 members 
Entering Unmasked Estep 
Score: -14993487.000000 Penalty: 3801.485840
	Iteration 122Q: 3 clusters Score -1.499349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 119657 members 
Entering Unmasked Estep 
Score: -14993489.000000 Penalty: 3801.485840
	Iteration 123Q: 3 clusters Score -1.499349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 119659 members 
Entering Unmasked Estep 
Score: -14993483.000000 Penalty: 3801.485840
	Iteration 124Q: 3 clusters Score -1.499348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 119665 members 
Entering Unmasked Estep 
Score: -14993489.000000 Penalty: 3801.485840
	Iteration 125Q: 3 clusters Score -1.499349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 119668 members 
Entering Unmasked Estep 
Score: -14993478.000000 Penalty: 3801.485840
	Iteration 126Q: 3 clusters Score -1.499348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 119669 members 
Entering Unmasked Estep 
Score: -14993483.000000 Penalty: 3801.485840
	Iteration 127Q: 3 clusters Score -1.499348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 119670 members 
Entering Unmasked Estep 
Score: -14993487.000000 Penalty: 3801.485840
	Iteration 128Q: 3 clusters Score -1.499349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 119670 members 
Entering Unmasked Estep 
Score: -14993490.000000 Penalty: 3801.485840
	Iteration 129Q: 3 clusters Score -1.499349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 119672 members 
Entering Unmasked Estep 
Score: -14993485.000000 Penalty: 3801.485840
	Iteration 130Q: 3 clusters Score -1.499348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 119673 members 
Entering Unmasked Estep 
Score: -14993484.000000 Penalty: 3801.485840
	Iteration 131Q: 3 clusters Score -1.499348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 119673 members 
Entering Unmasked Estep 
Score: -14993483.000000 Penalty: 3801.485840
	Iteration 132Q: 3 clusters Score -1.499348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 119673 members 
Entering Unmasked Estep 
Score: -14993483.000000 Penalty: 3801.485840
	Iteration 133F: 3 clusters Score -1.499348e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -765917.000000 Penalty: 1427.276978
	Iteration 0F: 2 clusters Score -765917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -760977.375000 Penalty: 2854.553955
	Iteration 0F: 3 clusters Score -760977.4 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -762569.750000 Penalty: 2854.553955
	Iteration 1F: 3 clusters Score -762569.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -763016.750000 Penalty: 2854.553955
	Iteration 2F: 3 clusters Score -763016.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -763521.812500 Penalty: 2854.553955
	Iteration 3F: 3 clusters Score -763521.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -764064.937500 Penalty: 2854.553955
	Iteration 4F: 3 clusters Score -764064.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -764535.250000 Penalty: 2854.553955
	Iteration 5F: 3 clusters Score -764535.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -764885.937500 Penalty: 2854.553955
	Iteration 6F: 3 clusters Score -764885.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -765147.937500 Penalty: 2854.553955
	Iteration 7Q: 3 clusters Score -765147.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -765377.187500 Penalty: 2854.553955
	Iteration 8Q: 3 clusters Score -765377.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -765623.500000 Penalty: 2854.553955
	Iteration 9Q: 3 clusters Score -765623.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -765867.937500 Penalty: 2854.553955
	Iteration 10Q: 3 clusters Score -765867.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -766053.125000 Penalty: 2854.553955
	Iteration 11Q: 3 clusters Score -766053.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -766224.500000 Penalty: 2854.553955
	Iteration 12Q: 3 clusters Score -766224.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -766335.125000 Penalty: 2854.553955
	Iteration 13Q: 3 clusters Score -766335.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -766396.625000 Penalty: 2854.553955
	Iteration 14Q: 3 clusters Score -766396.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -766427.125000 Penalty: 2854.553955
	Iteration 15Q: 3 clusters Score -766427.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -766437.750000 Penalty: 2854.553955
	Iteration 16Q: 3 clusters Score -766437.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -766444.937500 Penalty: 2854.553955
	Iteration 17Q: 3 clusters Score -766444.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -766446.812500 Penalty: 2854.553955
	Iteration 18Q: 3 clusters Score -766446.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -766449.312500 Penalty: 2854.553955
	Iteration 19Q: 3 clusters Score -766449.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -766449.125000 Penalty: 2854.553955
	Iteration 20F: 3 clusters Score -766449.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -766453.000000 Penalty: 2854.553955
	Iteration 21Q: 3 clusters Score -766453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -766456.812500 Penalty: 2854.553955
	Iteration 22Q: 3 clusters Score -766456.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -766459.187500 Penalty: 2854.553955
	Iteration 23Q: 3 clusters Score -766459.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -766460.500000 Penalty: 2854.553955
	Iteration 24Q: 3 clusters Score -766460.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -766462.187500 Penalty: 2854.553955
	Iteration 25Q: 3 clusters Score -766462.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -766463.437500 Penalty: 2854.553955
	Iteration 26Q: 3 clusters Score -766463.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -766463.250000 Penalty: 2854.553955
	Iteration 27Q: 3 clusters Score -766463.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -766465.062500 Penalty: 2854.553955
	Iteration 28Q: 3 clusters Score -766465.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -766465.187500 Penalty: 2854.553955
	Iteration 29Q: 3 clusters Score -766465.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -766467.812500 Penalty: 2854.553955
	Iteration 30Q: 3 clusters Score -766467.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -766467.312500 Penalty: 2854.553955
	Iteration 31Q: 3 clusters Score -766467.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -766469.125000 Penalty: 2854.553955
	Iteration 32Q: 3 clusters Score -766469.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -766469.812500 Penalty: 2854.553955
	Iteration 33Q: 3 clusters Score -766469.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -766469.812500 Penalty: 2854.553955
	Iteration 34F: 3 clusters Score -766469.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 120196 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38894 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6944 members 
Mstep: Class 9 contains 91473 members 
Mstep: Class 10 contains 81284 members 
Mstep: Class 11 contains 101228 members 
Mstep: Class 12 contains 55751 members 
Mstep: Class 13 contains 4992 members 
Mstep: Class 14 contains 95939 members 
Mstep: Class 15 contains 3077 members 
Mstep: Class 16 contains 1378 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 20 contains 20786 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1645 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10080 members 
Mstep: Class 25 contains 101612 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6693 members 
Mstep: Class 28 contains 2978 members 
Mstep: Class 29 contains 3681 members 
Mstep: Class 30 contains 1911 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 14004 members 
Mstep: Class 34 contains 10174 members 
Mstep: Class 35 contains 9727 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90929 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1225 members 
Mstep: Class 40 contains 7636 members 
Mstep: Class 41 contains 1697 members 
Mstep: Class 42 contains 5366 members 
Entering Unmasked Estep 
Score: -111780392.000000 Penalty: 93710.203125
Splitting cluster 3 changes total score from -111780624.000000 to -111780392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -39068.027344 Penalty: 956.039856
	Iteration 0F: 2 clusters Score -39068.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38091.503906 Penalty: 1912.079712
	Iteration 0F: 3 clusters Score -38091.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38229.203125 Penalty: 1912.079712
	Iteration 1F: 3 clusters Score -38229.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -38276.847656 Penalty: 1912.079712
	Iteration 2F: 3 clusters Score -38276.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38294.785156 Penalty: 1912.079712
	Iteration 3Q: 3 clusters Score -38294.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -38322.402344 Penalty: 1912.079712
	Iteration 4Q: 3 clusters Score -38322.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38344.382812 Penalty: 1912.079712
	Iteration 5Q: 3 clusters Score -38344.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -38356.863281 Penalty: 1912.079712
	Iteration 6Q: 3 clusters Score -38356.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -38368.769531 Penalty: 1912.079712
	Iteration 7Q: 3 clusters Score -38368.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -38391.125000 Penalty: 1912.079712
	Iteration 8Q: 3 clusters Score -38391.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38408.675781 Penalty: 1912.079712
	Iteration 9Q: 3 clusters Score -38408.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38433.007812 Penalty: 1912.079712
	Iteration 10Q: 3 clusters Score -38433.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38439.261719 Penalty: 1912.079712
	Iteration 11Q: 3 clusters Score -38439.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38440.273438 Penalty: 1912.079712
	Iteration 12Q: 3 clusters Score -38440.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38440.273438 Penalty: 1912.079712
	Iteration 13F: 3 clusters Score -38440.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Entering Unmasked Estep 
Score: -1177227.000000 Penalty: 1487.229492
	Iteration 0F: 2 clusters Score -1177227 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 4750 members 
Entering Unmasked Estep 
Score: -1170391.125000 Penalty: 2974.458984
	Iteration 0F: 3 clusters Score -1170391 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1172722.375000 Penalty: 2974.458984
	Iteration 1F: 3 clusters Score -1172722 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1173174.500000 Penalty: 2974.458984
	Iteration 2F: 3 clusters Score -1173174 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1173625.625000 Penalty: 2974.458984
	Iteration 3F: 3 clusters Score -1173626 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1174062.750000 Penalty: 2974.458984
	Iteration 4F: 3 clusters Score -1174063 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1174550.125000 Penalty: 2974.458984
	Iteration 5F: 3 clusters Score -1174550 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1175043.125000 Penalty: 2974.458984
	Iteration 6F: 3 clusters Score -1175043 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1175467.875000 Penalty: 2974.458984
	Iteration 7F: 3 clusters Score -1175468 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1175806.500000 Penalty: 2974.458984
	Iteration 8Q: 3 clusters Score -1175806 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1176026.625000 Penalty: 2974.458984
	Iteration 9Q: 3 clusters Score -1176027 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1176152.625000 Penalty: 2974.458984
	Iteration 10Q: 3 clusters Score -1176153 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1176223.875000 Penalty: 2974.458984
	Iteration 11Q: 3 clusters Score -1176224 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1176258.500000 Penalty: 2974.458984
	Iteration 12Q: 3 clusters Score -1176258 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1176283.875000 Penalty: 2974.458984
	Iteration 13Q: 3 clusters Score -1176284 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1176307.125000 Penalty: 2974.458984
	Iteration 14Q: 3 clusters Score -1176307 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1176314.875000 Penalty: 2974.458984
	Iteration 15Q: 3 clusters Score -1176315 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1176324.875000 Penalty: 2974.458984
	Iteration 16Q: 3 clusters Score -1176325 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1176334.875000 Penalty: 2974.458984
	Iteration 17Q: 3 clusters Score -1176335 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1176346.250000 Penalty: 2974.458984
	Iteration 18Q: 3 clusters Score -1176346 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1176355.250000 Penalty: 2974.458984
	Iteration 19Q: 3 clusters Score -1176355 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1176362.625000 Penalty: 2974.458984
	Iteration 20F: 3 clusters Score -1176363 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1176367.625000 Penalty: 2974.458984
	Iteration 21Q: 3 clusters Score -1176368 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1176380.000000 Penalty: 2974.458984
	Iteration 22Q: 3 clusters Score -1176380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1176389.250000 Penalty: 2974.458984
	Iteration 23Q: 3 clusters Score -1176389 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1176402.375000 Penalty: 2974.458984
	Iteration 24Q: 3 clusters Score -1176402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1176410.375000 Penalty: 2974.458984
	Iteration 25Q: 3 clusters Score -1176410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1176417.500000 Penalty: 2974.458984
	Iteration 26Q: 3 clusters Score -1176418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1176425.875000 Penalty: 2974.458984
	Iteration 27Q: 3 clusters Score -1176426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1176433.875000 Penalty: 2974.458984
	Iteration 28Q: 3 clusters Score -1176434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1176437.750000 Penalty: 2974.458984
	Iteration 29Q: 3 clusters Score -1176438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1176439.500000 Penalty: 2974.458984
	Iteration 30Q: 3 clusters Score -1176440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1176442.000000 Penalty: 2974.458984
	Iteration 31Q: 3 clusters Score -1176442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1176443.125000 Penalty: 2974.458984
	Iteration 32Q: 3 clusters Score -1176443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1176443.500000 Penalty: 2974.458984
	Iteration 33Q: 3 clusters Score -1176444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1176445.250000 Penalty: 2974.458984
	Iteration 34Q: 3 clusters Score -1176445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1176445.875000 Penalty: 2974.458984
	Iteration 35Q: 3 clusters Score -1176446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1176445.125000 Penalty: 2974.458984
	Iteration 36Q: 3 clusters Score -1176445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1176446.000000 Penalty: 2974.458984
	Iteration 37Q: 3 clusters Score -1176446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1176446.000000 Penalty: 2974.458984
	Iteration 38F: 3 clusters Score -1176446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Entering Unmasked Estep 
Score: -4708324.000000 Penalty: 1717.396729
	Iteration 0F: 2 clusters Score -4708324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -4682232.000000 Penalty: 3434.793457
	Iteration 0F: 3 clusters Score -4682232 nChanged 18166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -4692753.500000 Penalty: 3434.793457
	Iteration 1F: 3 clusters Score -4692754 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -4693563.000000 Penalty: 3434.793457
	Iteration 2Q: 3 clusters Score -4693563 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -4694646.500000 Penalty: 3434.793457
	Iteration 3F: 3 clusters Score -4694646 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -4696305.500000 Penalty: 3434.793457
	Iteration 4F: 3 clusters Score -4696306 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -4698651.500000 Penalty: 3434.793457
	Iteration 5F: 3 clusters Score -4698652 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -4701385.500000 Penalty: 3434.793457
	Iteration 6F: 3 clusters Score -4701386 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -4703612.000000 Penalty: 3434.793457
	Iteration 7F: 3 clusters Score -4703612 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -4705022.000000 Penalty: 3434.793457
	Iteration 8Q: 3 clusters Score -4705022 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4705821.500000 Penalty: 3434.793457
	Iteration 9Q: 3 clusters Score -4705822 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4706292.500000 Penalty: 3434.793457
	Iteration 10Q: 3 clusters Score -4706292 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4706543.500000 Penalty: 3434.793457
	Iteration 11Q: 3 clusters Score -4706544 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4706657.500000 Penalty: 3434.793457
	Iteration 12Q: 3 clusters Score -4706658 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4706735.000000 Penalty: 3434.793457
	Iteration 13Q: 3 clusters Score -4706735 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4706789.000000 Penalty: 3434.793457
	Iteration 14Q: 3 clusters Score -4706789 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4706910.500000 Penalty: 3434.793457
	Iteration 15Q: 3 clusters Score -4706910 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4707253.000000 Penalty: 3434.793457
	Iteration 16Q: 3 clusters Score -4707253 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4707382.500000 Penalty: 3434.793457
	Iteration 17Q: 3 clusters Score -4707382 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4707424.500000 Penalty: 3434.793457
	Iteration 18Q: 3 clusters Score -4707424 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4707449.500000 Penalty: 3434.793457
	Iteration 19Q: 3 clusters Score -4707450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4707462.000000 Penalty: 3434.793457
	Iteration 20F: 3 clusters Score -4707462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4707468.000000 Penalty: 3434.793457
	Iteration 21Q: 3 clusters Score -4707468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4707480.000000 Penalty: 3434.793457
	Iteration 22Q: 3 clusters Score -4707480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4707481.500000 Penalty: 3434.793457
	Iteration 23Q: 3 clusters Score -4707482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4707487.500000 Penalty: 3434.793457
	Iteration 24Q: 3 clusters Score -4707488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4707494.000000 Penalty: 3434.793457
	Iteration 25Q: 3 clusters Score -4707494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4707493.000000 Penalty: 3434.793457
	Iteration 26Q: 3 clusters Score -4707493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4707503.000000 Penalty: 3434.793457
	Iteration 27Q: 3 clusters Score -4707503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4707497.500000 Penalty: 3434.793457
	Iteration 28Q: 3 clusters Score -4707498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4707509.000000 Penalty: 3434.793457
	Iteration 29Q: 3 clusters Score -4707509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4707512.500000 Penalty: 3434.793457
	Iteration 30Q: 3 clusters Score -4707512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4707522.000000 Penalty: 3434.793457
	Iteration 31Q: 3 clusters Score -4707522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4707524.500000 Penalty: 3434.793457
	Iteration 32Q: 3 clusters Score -4707524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4707529.000000 Penalty: 3434.793457
	Iteration 33Q: 3 clusters Score -4707529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4707526.000000 Penalty: 3434.793457
	Iteration 34Q: 3 clusters Score -4707526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4707524.500000 Penalty: 3434.793457
	Iteration 35Q: 3 clusters Score -4707524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4707529.000000 Penalty: 3434.793457
	Iteration 36Q: 3 clusters Score -4707529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4707527.500000 Penalty: 3434.793457
	Iteration 37Q: 3 clusters Score -4707528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4707528.000000 Penalty: 3434.793457
	Iteration 38Q: 3 clusters Score -4707528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4707528.000000 Penalty: 3434.793457
	Iteration 39F: 3 clusters Score -4707528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -18758.425781 Penalty: 948.156738
	Iteration 0F: 2 clusters Score -18758.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18005.142578 Penalty: 1896.313477
	Iteration 0F: 3 clusters Score -18005.14 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18330.001953 Penalty: 1896.313477
	Iteration 1F: 3 clusters Score -18330 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -18655.029297 Penalty: 1896.313477
	Iteration 2F: 3 clusters Score -18655.03 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -18924.597656 Penalty: 1896.313477
	Iteration 3F: 3 clusters Score -18924.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19010.453125 Penalty: 1896.313477
	Iteration 4F: 3 clusters Score -19010.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19060.578125 Penalty: 1896.313477
	Iteration 5Q: 3 clusters Score -19060.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19075.511719 Penalty: 1896.313477
	Iteration 6Q: 3 clusters Score -19075.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -19083.453125 Penalty: 1896.313477
	Iteration 7Q: 3 clusters Score -19083.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19085.191406 Penalty: 1896.313477
	Iteration 8Q: 3 clusters Score -19085.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19086.332031 Penalty: 1896.313477
	Iteration 9Q: 3 clusters Score -19086.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -19088.312500 Penalty: 1896.313477
	Iteration 10Q: 3 clusters Score -19088.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -19088.312500 Penalty: 1896.313477
	Iteration 11F: 3 clusters Score -19088.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 120196 members 
Mstep: Class 3 contains 6524 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38894 members 
Mstep: Class 7 contains 140 members 
Mstep: Class 8 contains 6944 members 
Mstep: Class 9 contains 91473 members 
Mstep: Class 10 contains 81284 members 
Mstep: Class 11 contains 101228 members 
Mstep: Class 12 contains 55751 members 
Mstep: Class 13 contains 4992 members 
Mstep: Class 14 contains 95939 members 
Mstep: Class 15 contains 3077 members 
Mstep: Class 16 contains 1378 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 20 contains 20786 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1645 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10080 members 
Mstep: Class 25 contains 101612 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6693 members 
Mstep: Class 28 contains 2978 members 
Mstep: Class 29 contains 3681 members 
Mstep: Class 30 contains 1911 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 14004 members 
Mstep: Class 34 contains 10174 members 
Mstep: Class 35 contains 9727 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90929 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1225 members 
Mstep: Class 40 contains 7636 members 
Mstep: Class 41 contains 1697 members 
Mstep: Class 42 contains 202 members 
Entering Unmasked Estep 
Score: -111779872.000000 Penalty: 93710.203125
Splitting cluster 7 changes total score from -111780624.000000 to -111779872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (6944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Entering Unmasked Estep 
Score: -826011.625000 Penalty: 1437.415405
	Iteration 0F: 2 clusters Score -826011.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -820825.000000 Penalty: 2874.830811
	Iteration 0F: 3 clusters Score -820825 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -822421.000000 Penalty: 2874.830811
	Iteration 1F: 3 clusters Score -822421 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -822724.125000 Penalty: 2874.830811
	Iteration 2F: 3 clusters Score -822724.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -822987.375000 Penalty: 2874.830811
	Iteration 3F: 3 clusters Score -822987.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -823218.000000 Penalty: 2874.830811
	Iteration 4F: 3 clusters Score -823218 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -823414.000000 Penalty: 2874.830811
	Iteration 5Q: 3 clusters Score -823414 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -823574.687500 Penalty: 2874.830811
	Iteration 6Q: 3 clusters Score -823574.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -823720.187500 Penalty: 2874.830811
	Iteration 7Q: 3 clusters Score -823720.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -823846.750000 Penalty: 2874.830811
	Iteration 8Q: 3 clusters Score -823846.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -823950.437500 Penalty: 2874.830811
	Iteration 9Q: 3 clusters Score -823950.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -824027.375000 Penalty: 2874.830811
	Iteration 10Q: 3 clusters Score -824027.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -824100.562500 Penalty: 2874.830811
	Iteration 11Q: 3 clusters Score -824100.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -824152.875000 Penalty: 2874.830811
	Iteration 12Q: 3 clusters Score -824152.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -824194.812500 Penalty: 2874.830811
	Iteration 13Q: 3 clusters Score -824194.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -824232.562500 Penalty: 2874.830811
	Iteration 14Q: 3 clusters Score -824232.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -824276.375000 Penalty: 2874.830811
	Iteration 15Q: 3 clusters Score -824276.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -824318.687500 Penalty: 2874.830811
	Iteration 16Q: 3 clusters Score -824318.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -824353.937500 Penalty: 2874.830811
	Iteration 17Q: 3 clusters Score -824353.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -824381.187500 Penalty: 2874.830811
	Iteration 18Q: 3 clusters Score -824381.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -824403.750000 Penalty: 2874.830811
	Iteration 19Q: 3 clusters Score -824403.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -824427.250000 Penalty: 2874.830811
	Iteration 20F: 3 clusters Score -824427.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -824454.875000 Penalty: 2874.830811
	Iteration 21Q: 3 clusters Score -824454.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -824486.687500 Penalty: 2874.830811
	Iteration 22Q: 3 clusters Score -824486.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -824513.125000 Penalty: 2874.830811
	Iteration 23Q: 3 clusters Score -824513.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -824538.937500 Penalty: 2874.830811
	Iteration 24Q: 3 clusters Score -824538.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -824567.937500 Penalty: 2874.830811
	Iteration 25Q: 3 clusters Score -824567.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -824606.062500 Penalty: 2874.830811
	Iteration 26Q: 3 clusters Score -824606.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -824640.062500 Penalty: 2874.830811
	Iteration 27Q: 3 clusters Score -824640.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -824674.750000 Penalty: 2874.830811
	Iteration 28Q: 3 clusters Score -824674.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -824706.625000 Penalty: 2874.830811
	Iteration 29Q: 3 clusters Score -824706.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -824744.312500 Penalty: 2874.830811
	Iteration 30Q: 3 clusters Score -824744.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -824779.437500 Penalty: 2874.830811
	Iteration 31Q: 3 clusters Score -824779.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -824817.500000 Penalty: 2874.830811
	Iteration 32Q: 3 clusters Score -824817.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -824843.375000 Penalty: 2874.830811
	Iteration 33Q: 3 clusters Score -824843.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -824868.062500 Penalty: 2874.830811
	Iteration 34Q: 3 clusters Score -824868.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -824896.875000 Penalty: 2874.830811
	Iteration 35Q: 3 clusters Score -824896.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -824927.500000 Penalty: 2874.830811
	Iteration 36Q: 3 clusters Score -824927.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -824949.750000 Penalty: 2874.830811
	Iteration 37Q: 3 clusters Score -824949.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -824965.812500 Penalty: 2874.830811
	Iteration 38Q: 3 clusters Score -824965.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -824978.187500 Penalty: 2874.830811
	Iteration 39Q: 3 clusters Score -824978.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -824983.125000 Penalty: 2874.830811
	Iteration 40F: 3 clusters Score -824983.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -824991.312500 Penalty: 2874.830811
	Iteration 41Q: 3 clusters Score -824991.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -824992.250000 Penalty: 2874.830811
	Iteration 42Q: 3 clusters Score -824992.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -824997.937500 Penalty: 2874.830811
	Iteration 43Q: 3 clusters Score -824997.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -825000.750000 Penalty: 2874.830811
	Iteration 44Q: 3 clusters Score -825000.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -825003.062500 Penalty: 2874.830811
	Iteration 45Q: 3 clusters Score -825003.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -825005.562500 Penalty: 2874.830811
	Iteration 46Q: 3 clusters Score -825005.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -825004.375000 Penalty: 2874.830811
	Iteration 47Q: 3 clusters Score -825004.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -825007.500000 Penalty: 2874.830811
	Iteration 48Q: 3 clusters Score -825007.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -825010.000000 Penalty: 2874.830811
	Iteration 49Q: 3 clusters Score -825010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -825012.312500 Penalty: 2874.830811
	Iteration 50Q: 3 clusters Score -825012.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -825014.312500 Penalty: 2874.830811
	Iteration 51Q: 3 clusters Score -825014.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -825018.625000 Penalty: 2874.830811
	Iteration 52Q: 3 clusters Score -825018.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -825020.625000 Penalty: 2874.830811
	Iteration 53Q: 3 clusters Score -825020.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -825023.312500 Penalty: 2874.830811
	Iteration 54Q: 3 clusters Score -825023.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -825026.312500 Penalty: 2874.830811
	Iteration 55Q: 3 clusters Score -825026.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -825025.937500 Penalty: 2874.830811
	Iteration 56Q: 3 clusters Score -825025.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -825030.937500 Penalty: 2874.830811
	Iteration 57Q: 3 clusters Score -825030.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -825032.312500 Penalty: 2874.830811
	Iteration 58Q: 3 clusters Score -825032.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -825034.750000 Penalty: 2874.830811
	Iteration 59Q: 3 clusters Score -825034.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -825034.875000 Penalty: 2874.830811
	Iteration 60F: 3 clusters Score -825034.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -825038.312500 Penalty: 2874.830811
	Iteration 61Q: 3 clusters Score -825038.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -825038.312500 Penalty: 2874.830811
	Iteration 62Q: 3 clusters Score -825038.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -825039.250000 Penalty: 2874.830811
	Iteration 63Q: 3 clusters Score -825039.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -825039.375000 Penalty: 2874.830811
	Iteration 64Q: 3 clusters Score -825039.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -825042.000000 Penalty: 2874.830811
	Iteration 65Q: 3 clusters Score -825042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -825043.062500 Penalty: 2874.830811
	Iteration 66Q: 3 clusters Score -825043.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -825049.875000 Penalty: 2874.830811
	Iteration 67Q: 3 clusters Score -825049.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -825051.750000 Penalty: 2874.830811
	Iteration 68Q: 3 clusters Score -825051.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -825051.937500 Penalty: 2874.830811
	Iteration 69Q: 3 clusters Score -825051.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -825052.437500 Penalty: 2874.830811
	Iteration 70Q: 3 clusters Score -825052.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -825056.250000 Penalty: 2874.830811
	Iteration 71Q: 3 clusters Score -825056.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -825059.312500 Penalty: 2874.830811
	Iteration 72Q: 3 clusters Score -825059.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -825059.562500 Penalty: 2874.830811
	Iteration 73Q: 3 clusters Score -825059.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -825061.000000 Penalty: 2874.830811
	Iteration 74Q: 3 clusters Score -825061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -825062.562500 Penalty: 2874.830811
	Iteration 75Q: 3 clusters Score -825062.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -825062.187500 Penalty: 2874.830811
	Iteration 76Q: 3 clusters Score -825062.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -825064.125000 Penalty: 2874.830811
	Iteration 77Q: 3 clusters Score -825064.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -825063.500000 Penalty: 2874.830811
	Iteration 78Q: 3 clusters Score -825063.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -825063.500000 Penalty: 2874.830811
	Iteration 79F: 3 clusters Score -825063.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (91473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91473 members 
Entering Unmasked Estep 
Score: -11560099.000000 Penalty: 1856.367432
	Iteration 0F: 2 clusters Score -1.15601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -11499021.000000 Penalty: 3712.734863
	Iteration 0F: 3 clusters Score -1.149902e+07 nChanged 43718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
Score: -11524393.000000 Penalty: 3712.734863
	Iteration 1F: 3 clusters Score -1.152439e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -11525027.000000 Penalty: 3712.734863
	Iteration 2Q: 3 clusters Score -1.152503e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 48229 members 
Entering Unmasked Estep 
Score: -11525652.000000 Penalty: 3712.734863
	Iteration 3Q: 3 clusters Score -1.152565e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41817 members 
Mstep: Class 2 contains 49656 members 
Entering Unmasked Estep 
Score: -11526433.000000 Penalty: 3712.734863
	Iteration 4Q: 3 clusters Score -1.152643e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -11527773.000000 Penalty: 3712.734863
	Iteration 5Q: 3 clusters Score -1.152777e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 54767 members 
Entering Unmasked Estep 
Score: -11529668.000000 Penalty: 3712.734863
	Iteration 6Q: 3 clusters Score -1.152967e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 58517 members 
Entering Unmasked Estep 
Score: -11532537.000000 Penalty: 3712.734863
	Iteration 7F: 3 clusters Score -1.153254e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 62961 members 
Entering Unmasked Estep 
Score: -11536541.000000 Penalty: 3712.734863
	Iteration 8F: 3 clusters Score -1.153654e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 67458 members 
Entering Unmasked Estep 
Score: -11541039.000000 Penalty: 3712.734863
	Iteration 9F: 3 clusters Score -1.154104e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 71128 members 
Entering Unmasked Estep 
Score: -11544829.000000 Penalty: 3712.734863
	Iteration 10F: 3 clusters Score -1.154483e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 73791 members 
Entering Unmasked Estep 
Score: -11547479.000000 Penalty: 3712.734863
	Iteration 11Q: 3 clusters Score -1.154748e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 75752 members 
Entering Unmasked Estep 
Score: -11549018.000000 Penalty: 3712.734863
	Iteration 12Q: 3 clusters Score -1.154902e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 77445 members 
Entering Unmasked Estep 
Score: -11550087.000000 Penalty: 3712.734863
	Iteration 13Q: 3 clusters Score -1.155009e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 78975 members 
Entering Unmasked Estep 
Score: -11550970.000000 Penalty: 3712.734863
	Iteration 14Q: 3 clusters Score -1.155097e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 80388 members 
Entering Unmasked Estep 
Score: -11551670.000000 Penalty: 3712.734863
	Iteration 15Q: 3 clusters Score -1.155167e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 81796 members 
Entering Unmasked Estep 
Score: -11552524.000000 Penalty: 3712.734863
	Iteration 16Q: 3 clusters Score -1.155252e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 83140 members 
Entering Unmasked Estep 
Score: -11553338.000000 Penalty: 3712.734863
	Iteration 17Q: 3 clusters Score -1.155334e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 84363 members 
Entering Unmasked Estep 
Score: -11554126.000000 Penalty: 3712.734863
	Iteration 18Q: 3 clusters Score -1.155413e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 85468 members 
Entering Unmasked Estep 
Score: -11554887.000000 Penalty: 3712.734863
	Iteration 19Q: 3 clusters Score -1.155489e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 86480 members 
Entering Unmasked Estep 
Score: -11555581.000000 Penalty: 3712.734863
	Iteration 20F: 3 clusters Score -1.155558e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 87347 members 
Entering Unmasked Estep 
Score: -11556219.000000 Penalty: 3712.734863
	Iteration 21Q: 3 clusters Score -1.155622e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 88086 members 
Entering Unmasked Estep 
Score: -11556689.000000 Penalty: 3712.734863
	Iteration 22Q: 3 clusters Score -1.155669e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 88664 members 
Entering Unmasked Estep 
Score: -11557050.000000 Penalty: 3712.734863
	Iteration 23Q: 3 clusters Score -1.155705e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 89137 members 
Entering Unmasked Estep 
Score: -11557348.000000 Penalty: 3712.734863
	Iteration 24Q: 3 clusters Score -1.155735e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 89511 members 
Entering Unmasked Estep 
Score: -11557571.000000 Penalty: 3712.734863
	Iteration 25Q: 3 clusters Score -1.155757e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 89773 members 
Entering Unmasked Estep 
Score: -11557776.000000 Penalty: 3712.734863
	Iteration 26Q: 3 clusters Score -1.155778e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 89987 members 
Entering Unmasked Estep 
Score: -11557971.000000 Penalty: 3712.734863
	Iteration 27Q: 3 clusters Score -1.155797e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 90156 members 
Entering Unmasked Estep 
Score: -11558095.000000 Penalty: 3712.734863
	Iteration 28Q: 3 clusters Score -1.15581e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 90273 members 
Entering Unmasked Estep 
Score: -11558166.000000 Penalty: 3712.734863
	Iteration 29Q: 3 clusters Score -1.155817e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 90379 members 
Entering Unmasked Estep 
Score: -11558260.000000 Penalty: 3712.734863
	Iteration 30Q: 3 clusters Score -1.155826e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 90479 members 
Entering Unmasked Estep 
Score: -11558331.000000 Penalty: 3712.734863
	Iteration 31Q: 3 clusters Score -1.155833e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 90547 members 
Entering Unmasked Estep 
Score: -11558384.000000 Penalty: 3712.734863
	Iteration 32Q: 3 clusters Score -1.155838e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 90605 members 
Entering Unmasked Estep 
Score: -11558441.000000 Penalty: 3712.734863
	Iteration 33Q: 3 clusters Score -1.155844e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 90652 members 
Entering Unmasked Estep 
Score: -11558495.000000 Penalty: 3712.734863
	Iteration 34Q: 3 clusters Score -1.15585e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 90689 members 
Entering Unmasked Estep 
Score: -11558525.000000 Penalty: 3712.734863
	Iteration 35Q: 3 clusters Score -1.155852e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 90719 members 
Entering Unmasked Estep 
Score: -11558568.000000 Penalty: 3712.734863
	Iteration 36Q: 3 clusters Score -1.155857e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 90747 members 
Entering Unmasked Estep 
Score: -11558587.000000 Penalty: 3712.734863
	Iteration 37Q: 3 clusters Score -1.155859e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 90764 members 
Entering Unmasked Estep 
Score: -11558617.000000 Penalty: 3712.734863
	Iteration 38Q: 3 clusters Score -1.155862e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 90791 members 
Entering Unmasked Estep 
Score: -11558637.000000 Penalty: 3712.734863
	Iteration 39Q: 3 clusters Score -1.155864e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 90809 members 
Entering Unmasked Estep 
Score: -11558644.000000 Penalty: 3712.734863
	Iteration 40F: 3 clusters Score -1.155864e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 90819 members 
Entering Unmasked Estep 
Score: -11558670.000000 Penalty: 3712.734863
	Iteration 41Q: 3 clusters Score -1.155867e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 90825 members 
Entering Unmasked Estep 
Score: -11558691.000000 Penalty: 3712.734863
	Iteration 42Q: 3 clusters Score -1.155869e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 90826 members 
Entering Unmasked Estep 
Score: -11558695.000000 Penalty: 3712.734863
	Iteration 43Q: 3 clusters Score -1.15587e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 90829 members 
Entering Unmasked Estep 
Score: -11558705.000000 Penalty: 3712.734863
	Iteration 44Q: 3 clusters Score -1.15587e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 90832 members 
Entering Unmasked Estep 
Score: -11558725.000000 Penalty: 3712.734863
	Iteration 45Q: 3 clusters Score -1.155872e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 90831 members 
Entering Unmasked Estep 
Score: -11558735.000000 Penalty: 3712.734863
	Iteration 46Q: 3 clusters Score -1.155874e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 90830 members 
Entering Unmasked Estep 
Score: -11558741.000000 Penalty: 3712.734863
	Iteration 47Q: 3 clusters Score -1.155874e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 90830 members 
Entering Unmasked Estep 
Score: -11558739.000000 Penalty: 3712.734863
	Iteration 48Q: 3 clusters Score -1.155874e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 90842 members 
Entering Unmasked Estep 
Score: -11558741.000000 Penalty: 3712.734863
	Iteration 49Q: 3 clusters Score -1.155874e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 90842 members 
Entering Unmasked Estep 
Score: -11558747.000000 Penalty: 3712.734863
	Iteration 50Q: 3 clusters Score -1.155875e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 90847 members 
Entering Unmasked Estep 
Score: -11558771.000000 Penalty: 3712.734863
	Iteration 51Q: 3 clusters Score -1.155877e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 90852 members 
Entering Unmasked Estep 
Score: -11558770.000000 Penalty: 3712.734863
	Iteration 52Q: 3 clusters Score -1.155877e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 90853 members 
Entering Unmasked Estep 
Score: -11558788.000000 Penalty: 3712.734863
	Iteration 53Q: 3 clusters Score -1.155879e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 90856 members 
Entering Unmasked Estep 
Score: -11558814.000000 Penalty: 3712.734863
	Iteration 54Q: 3 clusters Score -1.155881e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 90861 members 
Entering Unmasked Estep 
Score: -11558820.000000 Penalty: 3712.734863
	Iteration 55Q: 3 clusters Score -1.155882e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 90861 members 
Entering Unmasked Estep 
Score: -11558826.000000 Penalty: 3712.734863
	Iteration 56Q: 3 clusters Score -1.155883e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 90858 members 
Entering Unmasked Estep 
Score: -11558836.000000 Penalty: 3712.734863
	Iteration 57Q: 3 clusters Score -1.155884e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 90854 members 
Entering Unmasked Estep 
Score: -11558846.000000 Penalty: 3712.734863
	Iteration 58Q: 3 clusters Score -1.155885e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 90852 members 
Entering Unmasked Estep 
Score: -11558853.000000 Penalty: 3712.734863
	Iteration 59Q: 3 clusters Score -1.155885e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 90852 members 
Entering Unmasked Estep 
Score: -11558863.000000 Penalty: 3712.734863
	Iteration 60F: 3 clusters Score -1.155886e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 90843 members 
Entering Unmasked Estep 
Score: -11558875.000000 Penalty: 3712.734863
	Iteration 61Q: 3 clusters Score -1.155888e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 90834 members 
Entering Unmasked Estep 
Score: -11558875.000000 Penalty: 3712.734863
	Iteration 62Q: 3 clusters Score -1.155888e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 90828 members 
Entering Unmasked Estep 
Score: -11558878.000000 Penalty: 3712.734863
	Iteration 63Q: 3 clusters Score -1.155888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 90826 members 
Entering Unmasked Estep 
Score: -11558872.000000 Penalty: 3712.734863
	Iteration 64Q: 3 clusters Score -1.155887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 90825 members 
Entering Unmasked Estep 
Score: -11558870.000000 Penalty: 3712.734863
	Iteration 65Q: 3 clusters Score -1.155887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 90826 members 
Entering Unmasked Estep 
Score: -11558873.000000 Penalty: 3712.734863
	Iteration 66Q: 3 clusters Score -1.155887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 90824 members 
Entering Unmasked Estep 
Score: -11558870.000000 Penalty: 3712.734863
	Iteration 67Q: 3 clusters Score -1.155887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 90823 members 
Entering Unmasked Estep 
Score: -11558873.000000 Penalty: 3712.734863
	Iteration 68Q: 3 clusters Score -1.155887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 90822 members 
Entering Unmasked Estep 
Score: -11558868.000000 Penalty: 3712.734863
	Iteration 69Q: 3 clusters Score -1.155887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 90823 members 
Entering Unmasked Estep 
Score: -11558867.000000 Penalty: 3712.734863
	Iteration 70Q: 3 clusters Score -1.155887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 90823 members 
Entering Unmasked Estep 
Score: -11558877.000000 Penalty: 3712.734863
	Iteration 71Q: 3 clusters Score -1.155888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 90820 members 
Entering Unmasked Estep 
Score: -11558886.000000 Penalty: 3712.734863
	Iteration 72Q: 3 clusters Score -1.155889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 90821 members 
Entering Unmasked Estep 
Score: -11558892.000000 Penalty: 3712.734863
	Iteration 73Q: 3 clusters Score -1.155889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 90819 members 
Entering Unmasked Estep 
Score: -11558886.000000 Penalty: 3712.734863
	Iteration 74Q: 3 clusters Score -1.155889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 90817 members 
Entering Unmasked Estep 
Score: -11558883.000000 Penalty: 3712.734863
	Iteration 75Q: 3 clusters Score -1.155888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 90816 members 
Entering Unmasked Estep 
Score: -11558883.000000 Penalty: 3712.734863
	Iteration 76Q: 3 clusters Score -1.155888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 90815 members 
Entering Unmasked Estep 
Score: -11558883.000000 Penalty: 3712.734863
	Iteration 77Q: 3 clusters Score -1.155888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 90815 members 
Entering Unmasked Estep 
Score: -11558883.000000 Penalty: 3712.734863
	Iteration 78Q: 3 clusters Score -1.155888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 90818 members 
Entering Unmasked Estep 
Score: -11558884.000000 Penalty: 3712.734863
	Iteration 79Q: 3 clusters Score -1.155888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 90818 members 
Entering Unmasked Estep 
Score: -11558884.000000 Penalty: 3712.734863
	Iteration 80F: 3 clusters Score -1.155888e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (81284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81284 members 
Entering Unmasked Estep 
Score: -9892462.000000 Penalty: 1837.176880
	Iteration 0F: 2 clusters Score -9892462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -9838518.000000 Penalty: 3674.353760
	Iteration 0F: 3 clusters Score -9838518 nChanged 38644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -9860461.000000 Penalty: 3674.353760
	Iteration 1F: 3 clusters Score -9860461 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -9861229.000000 Penalty: 3674.353760
	Iteration 2Q: 3 clusters Score -9861229 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -9862084.000000 Penalty: 3674.353760
	Iteration 3Q: 3 clusters Score -9862084 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -9863063.000000 Penalty: 3674.353760
	Iteration 4Q: 3 clusters Score -9863063 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 47133 members 
Entering Unmasked Estep 
Score: -9864208.000000 Penalty: 3674.353760
	Iteration 5Q: 3 clusters Score -9864208 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 50149 members 
Entering Unmasked Estep 
Score: -9865934.000000 Penalty: 3674.353760
	Iteration 6Q: 3 clusters Score -9865934 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 54235 members 
Entering Unmasked Estep 
Score: -9868582.000000 Penalty: 3674.353760
	Iteration 7F: 3 clusters Score -9868582 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 59544 members 
Entering Unmasked Estep 
Score: -9872453.000000 Penalty: 3674.353760
	Iteration 8F: 3 clusters Score -9872453 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 65685 members 
Entering Unmasked Estep 
Score: -9877655.000000 Penalty: 3674.353760
	Iteration 9F: 3 clusters Score -9877655 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 71428 members 
Entering Unmasked Estep 
Score: -9882807.000000 Penalty: 3674.353760
	Iteration 10F: 3 clusters Score -9882807 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 75715 members 
Entering Unmasked Estep 
Score: -9886605.000000 Penalty: 3674.353760
	Iteration 11F: 3 clusters Score -9886605 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 78388 members 
Entering Unmasked Estep 
Score: -9889015.000000 Penalty: 3674.353760
	Iteration 12Q: 3 clusters Score -9889015 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 79759 members 
Entering Unmasked Estep 
Score: -9890182.000000 Penalty: 3674.353760
	Iteration 13Q: 3 clusters Score -9890182 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 80351 members 
Entering Unmasked Estep 
Score: -9890707.000000 Penalty: 3674.353760
	Iteration 14Q: 3 clusters Score -9890707 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 80582 members 
Entering Unmasked Estep 
Score: -9891017.000000 Penalty: 3674.353760
	Iteration 15Q: 3 clusters Score -9891017 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 80660 members 
Entering Unmasked Estep 
Score: -9891146.000000 Penalty: 3674.353760
	Iteration 16Q: 3 clusters Score -9891146 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 80692 members 
Entering Unmasked Estep 
Score: -9891273.000000 Penalty: 3674.353760
	Iteration 17Q: 3 clusters Score -9891273 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 80709 members 
Entering Unmasked Estep 
Score: -9891337.000000 Penalty: 3674.353760
	Iteration 18Q: 3 clusters Score -9891337 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 80711 members 
Entering Unmasked Estep 
Score: -9891420.000000 Penalty: 3674.353760
	Iteration 19Q: 3 clusters Score -9891420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 80712 members 
Entering Unmasked Estep 
Score: -9891455.000000 Penalty: 3674.353760
	Iteration 20F: 3 clusters Score -9891455 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 80709 members 
Entering Unmasked Estep 
Score: -9891479.000000 Penalty: 3674.353760
	Iteration 21Q: 3 clusters Score -9891479 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 80707 members 
Entering Unmasked Estep 
Score: -9891490.000000 Penalty: 3674.353760
	Iteration 22Q: 3 clusters Score -9891490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 80702 members 
Entering Unmasked Estep 
Score: -9891510.000000 Penalty: 3674.353760
	Iteration 23Q: 3 clusters Score -9891510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 80700 members 
Entering Unmasked Estep 
Score: -9891522.000000 Penalty: 3674.353760
	Iteration 24Q: 3 clusters Score -9891522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 80701 members 
Entering Unmasked Estep 
Score: -9891549.000000 Penalty: 3674.353760
	Iteration 25Q: 3 clusters Score -9891549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 80699 members 
Entering Unmasked Estep 
Score: -9891559.000000 Penalty: 3674.353760
	Iteration 26Q: 3 clusters Score -9891559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 80699 members 
Entering Unmasked Estep 
Score: -9891551.000000 Penalty: 3674.353760
	Iteration 27Q: 3 clusters Score -9891551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 80701 members 
Entering Unmasked Estep 
Score: -9891555.000000 Penalty: 3674.353760
	Iteration 28Q: 3 clusters Score -9891555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 80704 members 
Entering Unmasked Estep 
Score: -9891557.000000 Penalty: 3674.353760
	Iteration 29Q: 3 clusters Score -9891557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 80705 members 
Entering Unmasked Estep 
Score: -9891554.000000 Penalty: 3674.353760
	Iteration 30Q: 3 clusters Score -9891554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 80702 members 
Entering Unmasked Estep 
Score: -9891559.000000 Penalty: 3674.353760
	Iteration 31Q: 3 clusters Score -9891559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 80701 members 
Entering Unmasked Estep 
Score: -9891564.000000 Penalty: 3674.353760
	Iteration 32Q: 3 clusters Score -9891564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 80699 members 
Entering Unmasked Estep 
Score: -9891556.000000 Penalty: 3674.353760
	Iteration 33Q: 3 clusters Score -9891556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 80698 members 
Entering Unmasked Estep 
Score: -9891558.000000 Penalty: 3674.353760
	Iteration 34Q: 3 clusters Score -9891558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 80697 members 
Entering Unmasked Estep 
Score: -9891555.000000 Penalty: 3674.353760
	Iteration 35Q: 3 clusters Score -9891555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 80695 members 
Entering Unmasked Estep 
Score: -9891563.000000 Penalty: 3674.353760
	Iteration 36Q: 3 clusters Score -9891563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 80694 members 
Entering Unmasked Estep 
Score: -9891563.000000 Penalty: 3674.353760
	Iteration 37Q: 3 clusters Score -9891563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 80695 members 
Entering Unmasked Estep 
Score: -9891569.000000 Penalty: 3674.353760
	Iteration 38Q: 3 clusters Score -9891569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 80697 members 
Entering Unmasked Estep 
Score: -9891567.000000 Penalty: 3674.353760
	Iteration 39Q: 3 clusters Score -9891567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 80696 members 
Entering Unmasked Estep 
Score: -9891573.000000 Penalty: 3674.353760
	Iteration 40F: 3 clusters Score -9891573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (101228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101228 members 
Entering Unmasked Estep 
Score: -12728733.000000 Penalty: 1872.833618
	Iteration 0F: 2 clusters Score -1.272873e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50472 members 
Mstep: Class 2 contains 50756 members 
Entering Unmasked Estep 
Score: -12662739.000000 Penalty: 3745.667236
	Iteration 0F: 3 clusters Score -1.266274e+07 nChanged 48398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -12691264.000000 Penalty: 3745.667236
	Iteration 1F: 3 clusters Score -1.269126e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48291 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -12692510.000000 Penalty: 3745.667236
	Iteration 2Q: 3 clusters Score -1.269251e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
Score: -12694245.000000 Penalty: 3745.667236
	Iteration 3Q: 3 clusters Score -1.269424e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 55915 members 
Entering Unmasked Estep 
Score: -12696937.000000 Penalty: 3745.667236
	Iteration 4Q: 3 clusters Score -1.269694e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43212 members 
Mstep: Class 2 contains 58016 members 
Entering Unmasked Estep 
Score: -12700870.000000 Penalty: 3745.667236
	Iteration 5F: 3 clusters Score -1.270087e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 60054 members 
Entering Unmasked Estep 
Score: -12705840.000000 Penalty: 3745.667236
	Iteration 6F: 3 clusters Score -1.270584e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 61710 members 
Entering Unmasked Estep 
Score: -12710737.000000 Penalty: 3745.667236
	Iteration 7F: 3 clusters Score -1.271074e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 62845 members 
Entering Unmasked Estep 
Score: -12713814.000000 Penalty: 3745.667236
	Iteration 8F: 3 clusters Score -1.271381e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37415 members 
Mstep: Class 2 contains 63813 members 
Entering Unmasked Estep 
Score: -12715204.000000 Penalty: 3745.667236
	Iteration 9Q: 3 clusters Score -1.27152e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 64813 members 
Entering Unmasked Estep 
Score: -12715786.000000 Penalty: 3745.667236
	Iteration 10Q: 3 clusters Score -1.271579e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 65909 members 
Entering Unmasked Estep 
Score: -12716103.000000 Penalty: 3745.667236
	Iteration 11Q: 3 clusters Score -1.27161e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 67013 members 
Entering Unmasked Estep 
Score: -12716349.000000 Penalty: 3745.667236
	Iteration 12Q: 3 clusters Score -1.271635e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 68129 members 
Entering Unmasked Estep 
Score: -12716626.000000 Penalty: 3745.667236
	Iteration 13Q: 3 clusters Score -1.271663e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 69240 members 
Entering Unmasked Estep 
Score: -12716826.000000 Penalty: 3745.667236
	Iteration 14Q: 3 clusters Score -1.271683e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 70333 members 
Entering Unmasked Estep 
Score: -12717084.000000 Penalty: 3745.667236
	Iteration 15Q: 3 clusters Score -1.271708e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 71435 members 
Entering Unmasked Estep 
Score: -12717358.000000 Penalty: 3745.667236
	Iteration 16Q: 3 clusters Score -1.271736e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 72520 members 
Entering Unmasked Estep 
Score: -12717516.000000 Penalty: 3745.667236
	Iteration 17Q: 3 clusters Score -1.271752e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 73633 members 
Entering Unmasked Estep 
Score: -12717796.000000 Penalty: 3745.667236
	Iteration 18Q: 3 clusters Score -1.27178e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 74731 members 
Entering Unmasked Estep 
Score: -12717970.000000 Penalty: 3745.667236
	Iteration 19Q: 3 clusters Score -1.271797e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 75872 members 
Entering Unmasked Estep 
Score: -12718240.000000 Penalty: 3745.667236
	Iteration 20F: 3 clusters Score -1.271824e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 77069 members 
Entering Unmasked Estep 
Score: -12718584.000000 Penalty: 3745.667236
	Iteration 21Q: 3 clusters Score -1.271858e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 78369 members 
Entering Unmasked Estep 
Score: -12718869.000000 Penalty: 3745.667236
	Iteration 22Q: 3 clusters Score -1.271887e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 79677 members 
Entering Unmasked Estep 
Score: -12719239.000000 Penalty: 3745.667236
	Iteration 23Q: 3 clusters Score -1.271924e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 81015 members 
Entering Unmasked Estep 
Score: -12719591.000000 Penalty: 3745.667236
	Iteration 24Q: 3 clusters Score -1.271959e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 82395 members 
Entering Unmasked Estep 
Score: -12720089.000000 Penalty: 3745.667236
	Iteration 25Q: 3 clusters Score -1.272009e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 83847 members 
Entering Unmasked Estep 
Score: -12720581.000000 Penalty: 3745.667236
	Iteration 26Q: 3 clusters Score -1.272058e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 85373 members 
Entering Unmasked Estep 
Score: -12721277.000000 Penalty: 3745.667236
	Iteration 27Q: 3 clusters Score -1.272128e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 86859 members 
Entering Unmasked Estep 
Score: -12721812.000000 Penalty: 3745.667236
	Iteration 28Q: 3 clusters Score -1.272181e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 88399 members 
Entering Unmasked Estep 
Score: -12722494.000000 Penalty: 3745.667236
	Iteration 29Q: 3 clusters Score -1.272249e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 89868 members 
Entering Unmasked Estep 
Score: -12723140.000000 Penalty: 3745.667236
	Iteration 30Q: 3 clusters Score -1.272314e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 91265 members 
Entering Unmasked Estep 
Score: -12723864.000000 Penalty: 3745.667236
	Iteration 31Q: 3 clusters Score -1.272386e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 92579 members 
Entering Unmasked Estep 
Score: -12724562.000000 Penalty: 3745.667236
	Iteration 32Q: 3 clusters Score -1.272456e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 93810 members 
Entering Unmasked Estep 
Score: -12725133.000000 Penalty: 3745.667236
	Iteration 33Q: 3 clusters Score -1.272513e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 94950 members 
Entering Unmasked Estep 
Score: -12725663.000000 Penalty: 3745.667236
	Iteration 34Q: 3 clusters Score -1.272566e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 95936 members 
Entering Unmasked Estep 
Score: -12726056.000000 Penalty: 3745.667236
	Iteration 35Q: 3 clusters Score -1.272606e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 96773 members 
Entering Unmasked Estep 
Score: -12726362.000000 Penalty: 3745.667236
	Iteration 36Q: 3 clusters Score -1.272636e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 97453 members 
Entering Unmasked Estep 
Score: -12726549.000000 Penalty: 3745.667236
	Iteration 37Q: 3 clusters Score -1.272655e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 98020 members 
Entering Unmasked Estep 
Score: -12726720.000000 Penalty: 3745.667236
	Iteration 38Q: 3 clusters Score -1.272672e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 98485 members 
Entering Unmasked Estep 
Score: -12726838.000000 Penalty: 3745.667236
	Iteration 39Q: 3 clusters Score -1.272684e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 98847 members 
Entering Unmasked Estep 
Score: -12726937.000000 Penalty: 3745.667236
	Iteration 40F: 3 clusters Score -1.272694e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 99159 members 
Entering Unmasked Estep 
Score: -12727048.000000 Penalty: 3745.667236
	Iteration 41Q: 3 clusters Score -1.272705e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 99378 members 
Entering Unmasked Estep 
Score: -12727111.000000 Penalty: 3745.667236
	Iteration 42Q: 3 clusters Score -1.272711e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 99557 members 
Entering Unmasked Estep 
Score: -12727158.000000 Penalty: 3745.667236
	Iteration 43Q: 3 clusters Score -1.272716e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 99714 members 
Entering Unmasked Estep 
Score: -12727197.000000 Penalty: 3745.667236
	Iteration 44Q: 3 clusters Score -1.27272e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 99818 members 
Entering Unmasked Estep 
Score: -12727226.000000 Penalty: 3745.667236
	Iteration 45Q: 3 clusters Score -1.272723e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 99898 members 
Entering Unmasked Estep 
Score: -12727232.000000 Penalty: 3745.667236
	Iteration 46Q: 3 clusters Score -1.272723e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 99969 members 
Entering Unmasked Estep 
Score: -12727258.000000 Penalty: 3745.667236
	Iteration 47Q: 3 clusters Score -1.272726e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 100031 members 
Entering Unmasked Estep 
Score: -12727295.000000 Penalty: 3745.667236
	Iteration 48Q: 3 clusters Score -1.27273e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 100073 members 
Entering Unmasked Estep 
Score: -12727289.000000 Penalty: 3745.667236
	Iteration 49Q: 3 clusters Score -1.272729e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 100114 members 
Entering Unmasked Estep 
Score: -12727293.000000 Penalty: 3745.667236
	Iteration 50Q: 3 clusters Score -1.272729e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 100152 members 
Entering Unmasked Estep 
Score: -12727318.000000 Penalty: 3745.667236
	Iteration 51Q: 3 clusters Score -1.272732e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 100185 members 
Entering Unmasked Estep 
Score: -12727335.000000 Penalty: 3745.667236
	Iteration 52Q: 3 clusters Score -1.272734e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 100208 members 
Entering Unmasked Estep 
Score: -12727322.000000 Penalty: 3745.667236
	Iteration 53Q: 3 clusters Score -1.272732e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 100230 members 
Entering Unmasked Estep 
Score: -12727328.000000 Penalty: 3745.667236
	Iteration 54Q: 3 clusters Score -1.272733e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 100248 members 
Entering Unmasked Estep 
Score: -12727335.000000 Penalty: 3745.667236
	Iteration 55Q: 3 clusters Score -1.272734e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 100264 members 
Entering Unmasked Estep 
Score: -12727335.000000 Penalty: 3745.667236
	Iteration 56Q: 3 clusters Score -1.272734e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 100277 members 
Entering Unmasked Estep 
Score: -12727338.000000 Penalty: 3745.667236
	Iteration 57Q: 3 clusters Score -1.272734e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 100291 members 
Entering Unmasked Estep 
Score: -12727337.000000 Penalty: 3745.667236
	Iteration 58Q: 3 clusters Score -1.272734e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 100302 members 
Entering Unmasked Estep 
Score: -12727352.000000 Penalty: 3745.667236
	Iteration 59Q: 3 clusters Score -1.272735e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 100311 members 
Entering Unmasked Estep 
Score: -12727344.000000 Penalty: 3745.667236
	Iteration 60F: 3 clusters Score -1.272734e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 100319 members 
Entering Unmasked Estep 
Score: -12727344.000000 Penalty: 3745.667236
	Iteration 61Q: 3 clusters Score -1.272734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 100322 members 
Entering Unmasked Estep 
Score: -12727347.000000 Penalty: 3745.667236
	Iteration 62Q: 3 clusters Score -1.272735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 100325 members 
Entering Unmasked Estep 
Score: -12727343.000000 Penalty: 3745.667236
	Iteration 63Q: 3 clusters Score -1.272734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 100327 members 
Entering Unmasked Estep 
Score: -12727342.000000 Penalty: 3745.667236
	Iteration 64Q: 3 clusters Score -1.272734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 100328 members 
Entering Unmasked Estep 
Score: -12727344.000000 Penalty: 3745.667236
	Iteration 65Q: 3 clusters Score -1.272734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 100329 members 
Entering Unmasked Estep 
Score: -12727336.000000 Penalty: 3745.667236
	Iteration 66Q: 3 clusters Score -1.272734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 100329 members 
Entering Unmasked Estep 
Score: -12727336.000000 Penalty: 3745.667236
	Iteration 67F: 3 clusters Score -1.272734e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (55751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55751 members 
Entering Unmasked Estep 
Score: -6928453.500000 Penalty: 1775.905762
	Iteration 0F: 2 clusters Score -6928454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -6891291.500000 Penalty: 3551.811523
	Iteration 0F: 3 clusters Score -6891292 nChanged 26246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -6906524.500000 Penalty: 3551.811523
	Iteration 1F: 3 clusters Score -6906524 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -6907584.000000 Penalty: 3551.811523
	Iteration 2Q: 3 clusters Score -6907584 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -6909014.500000 Penalty: 3551.811523
	Iteration 3F: 3 clusters Score -6909014 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -6910986.000000 Penalty: 3551.811523
	Iteration 4F: 3 clusters Score -6910986 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -6913641.500000 Penalty: 3551.811523
	Iteration 5F: 3 clusters Score -6913642 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -6916759.500000 Penalty: 3551.811523
	Iteration 6F: 3 clusters Score -6916760 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 46096 members 
Entering Unmasked Estep 
Score: -6919882.000000 Penalty: 3551.811523
	Iteration 7F: 3 clusters Score -6919882 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 48874 members 
Entering Unmasked Estep 
Score: -6922667.000000 Penalty: 3551.811523
	Iteration 8F: 3 clusters Score -6922667 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 50727 members 
Entering Unmasked Estep 
Score: -6924789.500000 Penalty: 3551.811523
	Iteration 9Q: 3 clusters Score -6924790 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -6926090.500000 Penalty: 3551.811523
	Iteration 10Q: 3 clusters Score -6926090 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 52026 members 
Entering Unmasked Estep 
Score: -6926682.500000 Penalty: 3551.811523
	Iteration 11Q: 3 clusters Score -6926682 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 52224 members 
Entering Unmasked Estep 
Score: -6926892.000000 Penalty: 3551.811523
	Iteration 12Q: 3 clusters Score -6926892 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 52384 members 
Entering Unmasked Estep 
Score: -6926988.000000 Penalty: 3551.811523
	Iteration 13Q: 3 clusters Score -6926988 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 52510 members 
Entering Unmasked Estep 
Score: -6927034.000000 Penalty: 3551.811523
	Iteration 14Q: 3 clusters Score -6927034 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 52630 members 
Entering Unmasked Estep 
Score: -6927066.500000 Penalty: 3551.811523
	Iteration 15Q: 3 clusters Score -6927066 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 52741 members 
Entering Unmasked Estep 
Score: -6927101.500000 Penalty: 3551.811523
	Iteration 16Q: 3 clusters Score -6927102 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 52841 members 
Entering Unmasked Estep 
Score: -6927118.500000 Penalty: 3551.811523
	Iteration 17Q: 3 clusters Score -6927118 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 52930 members 
Entering Unmasked Estep 
Score: -6927146.000000 Penalty: 3551.811523
	Iteration 18Q: 3 clusters Score -6927146 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 53011 members 
Entering Unmasked Estep 
Score: -6927170.000000 Penalty: 3551.811523
	Iteration 19Q: 3 clusters Score -6927170 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 53096 members 
Entering Unmasked Estep 
Score: -6927185.000000 Penalty: 3551.811523
	Iteration 20F: 3 clusters Score -6927185 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 53169 members 
Entering Unmasked Estep 
Score: -6927193.000000 Penalty: 3551.811523
	Iteration 21Q: 3 clusters Score -6927193 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 53231 members 
Entering Unmasked Estep 
Score: -6927214.500000 Penalty: 3551.811523
	Iteration 22Q: 3 clusters Score -6927214 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 53281 members 
Entering Unmasked Estep 
Score: -6927239.500000 Penalty: 3551.811523
	Iteration 23Q: 3 clusters Score -6927240 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -6927246.500000 Penalty: 3551.811523
	Iteration 24Q: 3 clusters Score -6927246 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 53367 members 
Entering Unmasked Estep 
Score: -6927256.500000 Penalty: 3551.811523
	Iteration 25Q: 3 clusters Score -6927256 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -6927251.000000 Penalty: 3551.811523
	Iteration 26Q: 3 clusters Score -6927251 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 53430 members 
Entering Unmasked Estep 
Score: -6927257.500000 Penalty: 3551.811523
	Iteration 27Q: 3 clusters Score -6927258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 53458 members 
Entering Unmasked Estep 
Score: -6927280.500000 Penalty: 3551.811523
	Iteration 28Q: 3 clusters Score -6927280 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 53486 members 
Entering Unmasked Estep 
Score: -6927277.500000 Penalty: 3551.811523
	Iteration 29Q: 3 clusters Score -6927278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 53511 members 
Entering Unmasked Estep 
Score: -6927272.000000 Penalty: 3551.811523
	Iteration 30Q: 3 clusters Score -6927272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 53537 members 
Entering Unmasked Estep 
Score: -6927288.500000 Penalty: 3551.811523
	Iteration 31Q: 3 clusters Score -6927288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 53565 members 
Entering Unmasked Estep 
Score: -6927293.000000 Penalty: 3551.811523
	Iteration 32Q: 3 clusters Score -6927293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 53586 members 
Entering Unmasked Estep 
Score: -6927306.500000 Penalty: 3551.811523
	Iteration 33Q: 3 clusters Score -6927306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 53602 members 
Entering Unmasked Estep 
Score: -6927307.500000 Penalty: 3551.811523
	Iteration 34Q: 3 clusters Score -6927308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -6927304.500000 Penalty: 3551.811523
	Iteration 35Q: 3 clusters Score -6927304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -6927312.000000 Penalty: 3551.811523
	Iteration 36Q: 3 clusters Score -6927312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 53640 members 
Entering Unmasked Estep 
Score: -6927320.000000 Penalty: 3551.811523
	Iteration 37Q: 3 clusters Score -6927320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 53654 members 
Entering Unmasked Estep 
Score: -6927316.000000 Penalty: 3551.811523
	Iteration 38Q: 3 clusters Score -6927316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 53671 members 
Entering Unmasked Estep 
Score: -6927321.500000 Penalty: 3551.811523
	Iteration 39Q: 3 clusters Score -6927322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 53682 members 
Entering Unmasked Estep 
Score: -6927327.000000 Penalty: 3551.811523
	Iteration 40F: 3 clusters Score -6927327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 53690 members 
Entering Unmasked Estep 
Score: -6927329.500000 Penalty: 3551.811523
	Iteration 41Q: 3 clusters Score -6927330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 53699 members 
Entering Unmasked Estep 
Score: -6927338.000000 Penalty: 3551.811523
	Iteration 42Q: 3 clusters Score -6927338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 53708 members 
Entering Unmasked Estep 
Score: -6927335.000000 Penalty: 3551.811523
	Iteration 43Q: 3 clusters Score -6927335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -6927336.000000 Penalty: 3551.811523
	Iteration 44Q: 3 clusters Score -6927336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 53719 members 
Entering Unmasked Estep 
Score: -6927337.500000 Penalty: 3551.811523
	Iteration 45Q: 3 clusters Score -6927338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 53721 members 
Entering Unmasked Estep 
Score: -6927342.000000 Penalty: 3551.811523
	Iteration 46Q: 3 clusters Score -6927342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 53722 members 
Entering Unmasked Estep 
Score: -6927339.500000 Penalty: 3551.811523
	Iteration 47Q: 3 clusters Score -6927340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 53722 members 
Entering Unmasked Estep 
Score: -6927339.500000 Penalty: 3551.811523
	Iteration 48F: 3 clusters Score -6927340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Entering Unmasked Estep 
Score: -622544.062500 Penalty: 1383.783691
	Iteration 0F: 2 clusters Score -622544.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -618538.500000 Penalty: 2767.567383
	Iteration 0F: 3 clusters Score -618538.5 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -619630.500000 Penalty: 2767.567383
	Iteration 1F: 3 clusters Score -619630.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -619791.625000 Penalty: 2767.567383
	Iteration 2F: 3 clusters Score -619791.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -619904.687500 Penalty: 2767.567383
	Iteration 3Q: 3 clusters Score -619904.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -619986.125000 Penalty: 2767.567383
	Iteration 4Q: 3 clusters Score -619986.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -620047.000000 Penalty: 2767.567383
	Iteration 5Q: 3 clusters Score -620047 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -620093.375000 Penalty: 2767.567383
	Iteration 6Q: 3 clusters Score -620093.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -620130.312500 Penalty: 2767.567383
	Iteration 7Q: 3 clusters Score -620130.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -620169.000000 Penalty: 2767.567383
	Iteration 8Q: 3 clusters Score -620169 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -620201.625000 Penalty: 2767.567383
	Iteration 9Q: 3 clusters Score -620201.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -620241.375000 Penalty: 2767.567383
	Iteration 10Q: 3 clusters Score -620241.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -620285.562500 Penalty: 2767.567383
	Iteration 11Q: 3 clusters Score -620285.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -620354.875000 Penalty: 2767.567383
	Iteration 12Q: 3 clusters Score -620354.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -620440.437500 Penalty: 2767.567383
	Iteration 13Q: 3 clusters Score -620440.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -620528.625000 Penalty: 2767.567383
	Iteration 14Q: 3 clusters Score -620528.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -620615.062500 Penalty: 2767.567383
	Iteration 15Q: 3 clusters Score -620615.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -620704.250000 Penalty: 2767.567383
	Iteration 16Q: 3 clusters Score -620704.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -620776.687500 Penalty: 2767.567383
	Iteration 17Q: 3 clusters Score -620776.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -620837.125000 Penalty: 2767.567383
	Iteration 18Q: 3 clusters Score -620837.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -620891.250000 Penalty: 2767.567383
	Iteration 19Q: 3 clusters Score -620891.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -620950.312500 Penalty: 2767.567383
	Iteration 20F: 3 clusters Score -620950.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -621012.937500 Penalty: 2767.567383
	Iteration 21Q: 3 clusters Score -621012.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -621060.000000 Penalty: 2767.567383
	Iteration 22Q: 3 clusters Score -621060 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -621116.562500 Penalty: 2767.567383
	Iteration 23Q: 3 clusters Score -621116.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -621167.500000 Penalty: 2767.567383
	Iteration 24Q: 3 clusters Score -621167.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -621218.875000 Penalty: 2767.567383
	Iteration 25Q: 3 clusters Score -621218.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -621254.750000 Penalty: 2767.567383
	Iteration 26Q: 3 clusters Score -621254.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -621284.125000 Penalty: 2767.567383
	Iteration 27Q: 3 clusters Score -621284.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -621309.875000 Penalty: 2767.567383
	Iteration 28Q: 3 clusters Score -621309.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -621330.812500 Penalty: 2767.567383
	Iteration 29Q: 3 clusters Score -621330.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -621348.562500 Penalty: 2767.567383
	Iteration 30Q: 3 clusters Score -621348.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -621364.125000 Penalty: 2767.567383
	Iteration 31Q: 3 clusters Score -621364.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -621375.437500 Penalty: 2767.567383
	Iteration 32Q: 3 clusters Score -621375.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -621382.250000 Penalty: 2767.567383
	Iteration 33Q: 3 clusters Score -621382.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -621389.375000 Penalty: 2767.567383
	Iteration 34Q: 3 clusters Score -621389.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -621394.250000 Penalty: 2767.567383
	Iteration 35Q: 3 clusters Score -621394.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -621395.062500 Penalty: 2767.567383
	Iteration 36Q: 3 clusters Score -621395.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -621399.125000 Penalty: 2767.567383
	Iteration 37Q: 3 clusters Score -621399.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -621399.437500 Penalty: 2767.567383
	Iteration 38Q: 3 clusters Score -621399.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -621399.750000 Penalty: 2767.567383
	Iteration 39Q: 3 clusters Score -621399.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -621399.750000 Penalty: 2767.567383
	Iteration 40F: 3 clusters Score -621399.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (95939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95939 members 
Entering Unmasked Estep 
Score: -12130448.000000 Penalty: 1864.113525
	Iteration 0F: 2 clusters Score -1.213045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48093 members 
Mstep: Class 2 contains 47846 members 
Entering Unmasked Estep 
Score: -12067087.000000 Penalty: 3728.227051
	Iteration 0F: 3 clusters Score -1.206709e+07 nChanged 46105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 47579 members 
Entering Unmasked Estep 
Score: -12094153.000000 Penalty: 3728.227051
	Iteration 1F: 3 clusters Score -1.209415e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48266 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -12094788.000000 Penalty: 3728.227051
	Iteration 2Q: 3 clusters Score -1.209479e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -12095406.000000 Penalty: 3728.227051
	Iteration 3Q: 3 clusters Score -1.209541e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 47654 members 
Entering Unmasked Estep 
Score: -12096154.000000 Penalty: 3728.227051
	Iteration 4Q: 3 clusters Score -1.209615e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -12097288.000000 Penalty: 3728.227051
	Iteration 5Q: 3 clusters Score -1.209729e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -12098804.000000 Penalty: 3728.227051
	Iteration 6Q: 3 clusters Score -1.20988e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 47016 members 
Entering Unmasked Estep 
Score: -12100962.000000 Penalty: 3728.227051
	Iteration 7Q: 3 clusters Score -1.210096e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 46861 members 
Entering Unmasked Estep 
Score: -12104040.000000 Penalty: 3728.227051
	Iteration 8F: 3 clusters Score -1.210404e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 46723 members 
Entering Unmasked Estep 
Score: -12108207.000000 Penalty: 3728.227051
	Iteration 9F: 3 clusters Score -1.210821e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49112 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -12112622.000000 Penalty: 3728.227051
	Iteration 10F: 3 clusters Score -1.211262e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -12114997.000000 Penalty: 3728.227051
	Iteration 11F: 3 clusters Score -1.2115e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48434 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
Score: -12115720.000000 Penalty: 3728.227051
	Iteration 12Q: 3 clusters Score -1.211572e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48058 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -12115982.000000 Penalty: 3728.227051
	Iteration 13Q: 3 clusters Score -1.211598e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 48238 members 
Entering Unmasked Estep 
Score: -12116141.000000 Penalty: 3728.227051
	Iteration 14Q: 3 clusters Score -1.211614e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47350 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -12116302.000000 Penalty: 3728.227051
	Iteration 15Q: 3 clusters Score -1.21163e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 48960 members 
Entering Unmasked Estep 
Score: -12116474.000000 Penalty: 3728.227051
	Iteration 16Q: 3 clusters Score -1.211647e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46569 members 
Mstep: Class 2 contains 49370 members 
Entering Unmasked Estep 
Score: -12116554.000000 Penalty: 3728.227051
	Iteration 17Q: 3 clusters Score -1.211655e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -12116711.000000 Penalty: 3728.227051
	Iteration 18Q: 3 clusters Score -1.211671e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
Score: -12116746.000000 Penalty: 3728.227051
	Iteration 19Q: 3 clusters Score -1.211675e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 50958 members 
Entering Unmasked Estep 
Score: -12116856.000000 Penalty: 3728.227051
	Iteration 20F: 3 clusters Score -1.211686e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 51607 members 
Entering Unmasked Estep 
Score: -12116850.000000 Penalty: 3728.227051
	Iteration 21Q: 3 clusters Score -1.211685e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 52388 members 
Entering Unmasked Estep 
Score: -12116929.000000 Penalty: 3728.227051
	Iteration 22Q: 3 clusters Score -1.211693e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 53281 members 
Entering Unmasked Estep 
Score: -12116961.000000 Penalty: 3728.227051
	Iteration 23Q: 3 clusters Score -1.211696e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 54250 members 
Entering Unmasked Estep 
Score: -12117164.000000 Penalty: 3728.227051
	Iteration 24Q: 3 clusters Score -1.211716e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 55274 members 
Entering Unmasked Estep 
Score: -12117306.000000 Penalty: 3728.227051
	Iteration 25Q: 3 clusters Score -1.211731e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 56411 members 
Entering Unmasked Estep 
Score: -12117441.000000 Penalty: 3728.227051
	Iteration 26Q: 3 clusters Score -1.211744e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 57695 members 
Entering Unmasked Estep 
Score: -12117580.000000 Penalty: 3728.227051
	Iteration 27Q: 3 clusters Score -1.211758e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 59100 members 
Entering Unmasked Estep 
Score: -12117839.000000 Penalty: 3728.227051
	Iteration 28Q: 3 clusters Score -1.211784e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 60549 members 
Entering Unmasked Estep 
Score: -12117996.000000 Penalty: 3728.227051
	Iteration 29Q: 3 clusters Score -1.2118e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 62118 members 
Entering Unmasked Estep 
Score: -12118198.000000 Penalty: 3728.227051
	Iteration 30Q: 3 clusters Score -1.21182e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 63812 members 
Entering Unmasked Estep 
Score: -12118348.000000 Penalty: 3728.227051
	Iteration 31Q: 3 clusters Score -1.211835e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 65549 members 
Entering Unmasked Estep 
Score: -12118671.000000 Penalty: 3728.227051
	Iteration 32Q: 3 clusters Score -1.211867e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 67354 members 
Entering Unmasked Estep 
Score: -12118980.000000 Penalty: 3728.227051
	Iteration 33Q: 3 clusters Score -1.211898e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 69213 members 
Entering Unmasked Estep 
Score: -12119297.000000 Penalty: 3728.227051
	Iteration 34Q: 3 clusters Score -1.21193e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 71147 members 
Entering Unmasked Estep 
Score: -12119719.000000 Penalty: 3728.227051
	Iteration 35Q: 3 clusters Score -1.211972e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 73143 members 
Entering Unmasked Estep 
Score: -12120121.000000 Penalty: 3728.227051
	Iteration 36Q: 3 clusters Score -1.212012e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 75088 members 
Entering Unmasked Estep 
Score: -12120599.000000 Penalty: 3728.227051
	Iteration 37Q: 3 clusters Score -1.21206e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 76949 members 
Entering Unmasked Estep 
Score: -12121044.000000 Penalty: 3728.227051
	Iteration 38Q: 3 clusters Score -1.212104e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 78688 members 
Entering Unmasked Estep 
Score: -12121433.000000 Penalty: 3728.227051
	Iteration 39Q: 3 clusters Score -1.212143e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 80277 members 
Entering Unmasked Estep 
Score: -12122031.000000 Penalty: 3728.227051
	Iteration 40F: 3 clusters Score -1.212203e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 82043 members 
Entering Unmasked Estep 
Score: -12122671.000000 Penalty: 3728.227051
	Iteration 41Q: 3 clusters Score -1.212267e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 83745 members 
Entering Unmasked Estep 
Score: -12123264.000000 Penalty: 3728.227051
	Iteration 42Q: 3 clusters Score -1.212326e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 85303 members 
Entering Unmasked Estep 
Score: -12123839.000000 Penalty: 3728.227051
	Iteration 43Q: 3 clusters Score -1.212384e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 86715 members 
Entering Unmasked Estep 
Score: -12124349.000000 Penalty: 3728.227051
	Iteration 44Q: 3 clusters Score -1.212435e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 88033 members 
Entering Unmasked Estep 
Score: -12124869.000000 Penalty: 3728.227051
	Iteration 45Q: 3 clusters Score -1.212487e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 89232 members 
Entering Unmasked Estep 
Score: -12125411.000000 Penalty: 3728.227051
	Iteration 46Q: 3 clusters Score -1.212541e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 90304 members 
Entering Unmasked Estep 
Score: -12126028.000000 Penalty: 3728.227051
	Iteration 47Q: 3 clusters Score -1.212603e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 91256 members 
Entering Unmasked Estep 
Score: -12126608.000000 Penalty: 3728.227051
	Iteration 48Q: 3 clusters Score -1.212661e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 92118 members 
Entering Unmasked Estep 
Score: -12127094.000000 Penalty: 3728.227051
	Iteration 49Q: 3 clusters Score -1.212709e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 92877 members 
Entering Unmasked Estep 
Score: -12127547.000000 Penalty: 3728.227051
	Iteration 50Q: 3 clusters Score -1.212755e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 93529 members 
Entering Unmasked Estep 
Score: -12127918.000000 Penalty: 3728.227051
	Iteration 51Q: 3 clusters Score -1.212792e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 94098 members 
Entering Unmasked Estep 
Score: -12128204.000000 Penalty: 3728.227051
	Iteration 52Q: 3 clusters Score -1.21282e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 94530 members 
Entering Unmasked Estep 
Score: -12128407.000000 Penalty: 3728.227051
	Iteration 53Q: 3 clusters Score -1.212841e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 94871 members 
Entering Unmasked Estep 
Score: -12128622.000000 Penalty: 3728.227051
	Iteration 54Q: 3 clusters Score -1.212862e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 95127 members 
Entering Unmasked Estep 
Score: -12128764.000000 Penalty: 3728.227051
	Iteration 55Q: 3 clusters Score -1.212876e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 95287 members 
Entering Unmasked Estep 
Score: -12128821.000000 Penalty: 3728.227051
	Iteration 56Q: 3 clusters Score -1.212882e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 95375 members 
Entering Unmasked Estep 
Score: -12128842.000000 Penalty: 3728.227051
	Iteration 57Q: 3 clusters Score -1.212884e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 95433 members 
Entering Unmasked Estep 
Score: -12128861.000000 Penalty: 3728.227051
	Iteration 58Q: 3 clusters Score -1.212886e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 95470 members 
Entering Unmasked Estep 
Score: -12128859.000000 Penalty: 3728.227051
	Iteration 59Q: 3 clusters Score -1.212886e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 95499 members 
Entering Unmasked Estep 
Score: -12128895.000000 Penalty: 3728.227051
	Iteration 60F: 3 clusters Score -1.21289e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 95520 members 
Entering Unmasked Estep 
Score: -12128904.000000 Penalty: 3728.227051
	Iteration 61Q: 3 clusters Score -1.21289e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 95535 members 
Entering Unmasked Estep 
Score: -12128921.000000 Penalty: 3728.227051
	Iteration 62Q: 3 clusters Score -1.212892e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 95545 members 
Entering Unmasked Estep 
Score: -12128919.000000 Penalty: 3728.227051
	Iteration 63Q: 3 clusters Score -1.212892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 95549 members 
Entering Unmasked Estep 
Score: -12128912.000000 Penalty: 3728.227051
	Iteration 64Q: 3 clusters Score -1.212891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 95552 members 
Entering Unmasked Estep 
Score: -12128908.000000 Penalty: 3728.227051
	Iteration 65Q: 3 clusters Score -1.212891e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 95559 members 
Entering Unmasked Estep 
Score: -12128909.000000 Penalty: 3728.227051
	Iteration 66Q: 3 clusters Score -1.212891e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 95566 members 
Entering Unmasked Estep 
Score: -12128916.000000 Penalty: 3728.227051
	Iteration 67Q: 3 clusters Score -1.212892e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 95576 members 
Entering Unmasked Estep 
Score: -12128931.000000 Penalty: 3728.227051
	Iteration 68Q: 3 clusters Score -1.212893e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 95585 members 
Entering Unmasked Estep 
Score: -12128939.000000 Penalty: 3728.227051
	Iteration 69Q: 3 clusters Score -1.212894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 95591 members 
Entering Unmasked Estep 
Score: -12128934.000000 Penalty: 3728.227051
	Iteration 70Q: 3 clusters Score -1.212893e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 95594 members 
Entering Unmasked Estep 
Score: -12128936.000000 Penalty: 3728.227051
	Iteration 71Q: 3 clusters Score -1.212894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 95602 members 
Entering Unmasked Estep 
Score: -12128938.000000 Penalty: 3728.227051
	Iteration 72Q: 3 clusters Score -1.212894e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 95609 members 
Entering Unmasked Estep 
Score: -12128938.000000 Penalty: 3728.227051
	Iteration 73Q: 3 clusters Score -1.212894e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 95616 members 
Entering Unmasked Estep 
Score: -12128942.000000 Penalty: 3728.227051
	Iteration 74Q: 3 clusters Score -1.212894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 95624 members 
Entering Unmasked Estep 
Score: -12128954.000000 Penalty: 3728.227051
	Iteration 75Q: 3 clusters Score -1.212895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 95629 members 
Entering Unmasked Estep 
Score: -12128951.000000 Penalty: 3728.227051
	Iteration 76Q: 3 clusters Score -1.212895e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 95629 members 
Entering Unmasked Estep 
Score: -12128951.000000 Penalty: 3728.227051
	Iteration 77F: 3 clusters Score -1.212895e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Entering Unmasked Estep 
Score: -374593.125000 Penalty: 1305.152954
	Iteration 0F: 2 clusters Score -374593.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -371797.093750 Penalty: 2610.305908
	Iteration 0F: 3 clusters Score -371797.1 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -372502.937500 Penalty: 2610.305908
	Iteration 1F: 3 clusters Score -372502.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -372648.562500 Penalty: 2610.305908
	Iteration 2F: 3 clusters Score -372648.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -372746.375000 Penalty: 2610.305908
	Iteration 3F: 3 clusters Score -372746.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -372830.625000 Penalty: 2610.305908
	Iteration 4Q: 3 clusters Score -372830.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -372913.406250 Penalty: 2610.305908
	Iteration 5Q: 3 clusters Score -372913.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -372992.062500 Penalty: 2610.305908
	Iteration 6Q: 3 clusters Score -372992.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -373078.812500 Penalty: 2610.305908
	Iteration 7Q: 3 clusters Score -373078.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -373192.781250 Penalty: 2610.305908
	Iteration 8Q: 3 clusters Score -373192.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -373378.531250 Penalty: 2610.305908
	Iteration 9Q: 3 clusters Score -373378.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -373641.375000 Penalty: 2610.305908
	Iteration 10Q: 3 clusters Score -373641.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -373824.812500 Penalty: 2610.305908
	Iteration 11Q: 3 clusters Score -373824.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -373884.968750 Penalty: 2610.305908
	Iteration 12Q: 3 clusters Score -373885 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -373923.531250 Penalty: 2610.305908
	Iteration 13Q: 3 clusters Score -373923.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -373961.343750 Penalty: 2610.305908
	Iteration 14Q: 3 clusters Score -373961.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -373994.750000 Penalty: 2610.305908
	Iteration 15Q: 3 clusters Score -373994.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -374015.343750 Penalty: 2610.305908
	Iteration 16Q: 3 clusters Score -374015.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -374027.000000 Penalty: 2610.305908
	Iteration 17Q: 3 clusters Score -374027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -374035.500000 Penalty: 2610.305908
	Iteration 18Q: 3 clusters Score -374035.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -374042.875000 Penalty: 2610.305908
	Iteration 19Q: 3 clusters Score -374042.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -374051.187500 Penalty: 2610.305908
	Iteration 20F: 3 clusters Score -374051.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -374064.312500 Penalty: 2610.305908
	Iteration 21Q: 3 clusters Score -374064.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -374092.562500 Penalty: 2610.305908
	Iteration 22Q: 3 clusters Score -374092.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -374134.343750 Penalty: 2610.305908
	Iteration 23Q: 3 clusters Score -374134.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -374196.843750 Penalty: 2610.305908
	Iteration 24Q: 3 clusters Score -374196.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -374271.656250 Penalty: 2610.305908
	Iteration 25Q: 3 clusters Score -374271.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -374336.093750 Penalty: 2610.305908
	Iteration 26Q: 3 clusters Score -374336.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -374355.406250 Penalty: 2610.305908
	Iteration 27Q: 3 clusters Score -374355.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -374364.312500 Penalty: 2610.305908
	Iteration 28Q: 3 clusters Score -374364.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -374374.531250 Penalty: 2610.305908
	Iteration 29Q: 3 clusters Score -374374.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -374378.093750 Penalty: 2610.305908
	Iteration 30Q: 3 clusters Score -374378.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -374381.250000 Penalty: 2610.305908
	Iteration 31Q: 3 clusters Score -374381.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -374384.687500 Penalty: 2610.305908
	Iteration 32Q: 3 clusters Score -374384.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -374390.937500 Penalty: 2610.305908
	Iteration 33Q: 3 clusters Score -374390.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -374393.500000 Penalty: 2610.305908
	Iteration 34Q: 3 clusters Score -374393.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -374395.031250 Penalty: 2610.305908
	Iteration 35Q: 3 clusters Score -374395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -374397.625000 Penalty: 2610.305908
	Iteration 36Q: 3 clusters Score -374397.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -374399.406250 Penalty: 2610.305908
	Iteration 37Q: 3 clusters Score -374399.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -374400.031250 Penalty: 2610.305908
	Iteration 38Q: 3 clusters Score -374400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -374400.593750 Penalty: 2610.305908
	Iteration 39Q: 3 clusters Score -374400.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -374400.906250 Penalty: 2610.305908
	Iteration 40F: 3 clusters Score -374400.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Entering Unmasked Estep 
Score: -146018.078125 Penalty: 1174.613159
	Iteration 0F: 2 clusters Score -146018.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -144391.812500 Penalty: 2349.226318
	Iteration 0F: 3 clusters Score -144391.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -145020.953125 Penalty: 2349.226318
	Iteration 1F: 3 clusters Score -145021 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -145305.984375 Penalty: 2349.226318
	Iteration 2F: 3 clusters Score -145306 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -145474.281250 Penalty: 2349.226318
	Iteration 3F: 3 clusters Score -145474.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -145592.156250 Penalty: 2349.226318
	Iteration 4Q: 3 clusters Score -145592.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -145681.046875 Penalty: 2349.226318
	Iteration 5Q: 3 clusters Score -145681 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -145739.375000 Penalty: 2349.226318
	Iteration 6Q: 3 clusters Score -145739.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -145769.078125 Penalty: 2349.226318
	Iteration 7Q: 3 clusters Score -145769.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -145780.468750 Penalty: 2349.226318
	Iteration 8Q: 3 clusters Score -145780.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -145790.296875 Penalty: 2349.226318
	Iteration 9Q: 3 clusters Score -145790.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -145799.875000 Penalty: 2349.226318
	Iteration 10Q: 3 clusters Score -145799.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -145805.187500 Penalty: 2349.226318
	Iteration 11Q: 3 clusters Score -145805.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -145807.765625 Penalty: 2349.226318
	Iteration 12Q: 3 clusters Score -145807.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -145810.046875 Penalty: 2349.226318
	Iteration 13Q: 3 clusters Score -145810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -145812.015625 Penalty: 2349.226318
	Iteration 14Q: 3 clusters Score -145812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -145814.062500 Penalty: 2349.226318
	Iteration 15Q: 3 clusters Score -145814.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -145815.234375 Penalty: 2349.226318
	Iteration 16Q: 3 clusters Score -145815.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -145816.921875 Penalty: 2349.226318
	Iteration 17Q: 3 clusters Score -145816.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -145819.156250 Penalty: 2349.226318
	Iteration 18Q: 3 clusters Score -145819.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -145820.343750 Penalty: 2349.226318
	Iteration 19Q: 3 clusters Score -145820.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -145828.281250 Penalty: 2349.226318
	Iteration 20F: 3 clusters Score -145828.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -145846.843750 Penalty: 2349.226318
	Iteration 21Q: 3 clusters Score -145846.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -145854.390625 Penalty: 2349.226318
	Iteration 22Q: 3 clusters Score -145854.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -145857.546875 Penalty: 2349.226318
	Iteration 23Q: 3 clusters Score -145857.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -145861.046875 Penalty: 2349.226318
	Iteration 24Q: 3 clusters Score -145861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -145864.953125 Penalty: 2349.226318
	Iteration 25Q: 3 clusters Score -145865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -145872.812500 Penalty: 2349.226318
	Iteration 26Q: 3 clusters Score -145872.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -145880.656250 Penalty: 2349.226318
	Iteration 27Q: 3 clusters Score -145880.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -145884.328125 Penalty: 2349.226318
	Iteration 28Q: 3 clusters Score -145884.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -145884.953125 Penalty: 2349.226318
	Iteration 29Q: 3 clusters Score -145885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -145884.953125 Penalty: 2349.226318
	Iteration 30F: 3 clusters Score -145885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -52660.515625 Penalty: 1006.922180
	Iteration 0F: 2 clusters Score -52660.52 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 256 members 
Entering Unmasked Estep 
Score: -51629.781250 Penalty: 2013.844360
	Iteration 0F: 3 clusters Score -51629.78 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51934.859375 Penalty: 2013.844360
	Iteration 1F: 3 clusters Score -51934.86 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -52054.886719 Penalty: 2013.844360
	Iteration 2F: 3 clusters Score -52054.89 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -52115.664062 Penalty: 2013.844360
	Iteration 3F: 3 clusters Score -52115.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -52156.507812 Penalty: 2013.844360
	Iteration 4Q: 3 clusters Score -52156.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -52193.054688 Penalty: 2013.844360
	Iteration 5Q: 3 clusters Score -52193.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -52214.937500 Penalty: 2013.844360
	Iteration 6Q: 3 clusters Score -52214.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -52231.851562 Penalty: 2013.844360
	Iteration 7Q: 3 clusters Score -52231.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -52233.179688 Penalty: 2013.844360
	Iteration 8Q: 3 clusters Score -52233.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -52238.285156 Penalty: 2013.844360
	Iteration 9Q: 3 clusters Score -52238.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -52248.207031 Penalty: 2013.844360
	Iteration 10Q: 3 clusters Score -52248.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -52252.601562 Penalty: 2013.844360
	Iteration 11Q: 3 clusters Score -52252.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -52254.105469 Penalty: 2013.844360
	Iteration 12Q: 3 clusters Score -52254.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -52259.148438 Penalty: 2013.844360
	Iteration 13Q: 3 clusters Score -52259.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -52269.460938 Penalty: 2013.844360
	Iteration 14Q: 3 clusters Score -52269.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -52286.574219 Penalty: 2013.844360
	Iteration 15Q: 3 clusters Score -52286.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -52291.285156 Penalty: 2013.844360
	Iteration 16Q: 3 clusters Score -52291.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -52291.285156 Penalty: 2013.844360
	Iteration 17F: 3 clusters Score -52291.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Entering Unmasked Estep 
Score: -638541.625000 Penalty: 1384.076416
	Iteration 0F: 2 clusters Score -638541.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -634572.250000 Penalty: 2768.152832
	Iteration 0F: 3 clusters Score -634572.2 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -635674.562500 Penalty: 2768.152832
	Iteration 1F: 3 clusters Score -635674.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -635827.937500 Penalty: 2768.152832
	Iteration 2F: 3 clusters Score -635827.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -635906.125000 Penalty: 2768.152832
	Iteration 3Q: 3 clusters Score -635906.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -635954.312500 Penalty: 2768.152832
	Iteration 4Q: 3 clusters Score -635954.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -635994.562500 Penalty: 2768.152832
	Iteration 5Q: 3 clusters Score -635994.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -636025.125000 Penalty: 2768.152832
	Iteration 6Q: 3 clusters Score -636025.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -636048.062500 Penalty: 2768.152832
	Iteration 7Q: 3 clusters Score -636048.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -636070.875000 Penalty: 2768.152832
	Iteration 8Q: 3 clusters Score -636070.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -636095.687500 Penalty: 2768.152832
	Iteration 9Q: 3 clusters Score -636095.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -636109.937500 Penalty: 2768.152832
	Iteration 10Q: 3 clusters Score -636109.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -636125.750000 Penalty: 2768.152832
	Iteration 11Q: 3 clusters Score -636125.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -636139.937500 Penalty: 2768.152832
	Iteration 12Q: 3 clusters Score -636139.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -636157.500000 Penalty: 2768.152832
	Iteration 13Q: 3 clusters Score -636157.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -636183.437500 Penalty: 2768.152832
	Iteration 14Q: 3 clusters Score -636183.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -636215.687500 Penalty: 2768.152832
	Iteration 15Q: 3 clusters Score -636215.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -636253.125000 Penalty: 2768.152832
	Iteration 16Q: 3 clusters Score -636253.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -636289.937500 Penalty: 2768.152832
	Iteration 17Q: 3 clusters Score -636289.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -636321.687500 Penalty: 2768.152832
	Iteration 18Q: 3 clusters Score -636321.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -636357.312500 Penalty: 2768.152832
	Iteration 19Q: 3 clusters Score -636357.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -636410.000000 Penalty: 2768.152832
	Iteration 20F: 3 clusters Score -636410 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -636480.750000 Penalty: 2768.152832
	Iteration 21Q: 3 clusters Score -636480.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -636565.562500 Penalty: 2768.152832
	Iteration 22Q: 3 clusters Score -636565.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -636648.687500 Penalty: 2768.152832
	Iteration 23Q: 3 clusters Score -636648.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -636746.562500 Penalty: 2768.152832
	Iteration 24Q: 3 clusters Score -636746.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -636844.375000 Penalty: 2768.152832
	Iteration 25Q: 3 clusters Score -636844.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -636940.625000 Penalty: 2768.152832
	Iteration 26Q: 3 clusters Score -636940.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -637022.812500 Penalty: 2768.152832
	Iteration 27Q: 3 clusters Score -637022.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -637100.937500 Penalty: 2768.152832
	Iteration 28Q: 3 clusters Score -637100.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -637155.812500 Penalty: 2768.152832
	Iteration 29Q: 3 clusters Score -637155.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -637199.562500 Penalty: 2768.152832
	Iteration 30Q: 3 clusters Score -637199.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -637220.750000 Penalty: 2768.152832
	Iteration 31Q: 3 clusters Score -637220.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -637243.375000 Penalty: 2768.152832
	Iteration 32Q: 3 clusters Score -637243.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -637256.937500 Penalty: 2768.152832
	Iteration 33Q: 3 clusters Score -637256.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -637265.750000 Penalty: 2768.152832
	Iteration 34Q: 3 clusters Score -637265.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -637268.062500 Penalty: 2768.152832
	Iteration 35Q: 3 clusters Score -637268.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -637273.437500 Penalty: 2768.152832
	Iteration 36Q: 3 clusters Score -637273.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -637278.000000 Penalty: 2768.152832
	Iteration 37Q: 3 clusters Score -637278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -637286.250000 Penalty: 2768.152832
	Iteration 38Q: 3 clusters Score -637286.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -637298.562500 Penalty: 2768.152832
	Iteration 39Q: 3 clusters Score -637298.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -637308.250000 Penalty: 2768.152832
	Iteration 40F: 3 clusters Score -637308.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -637315.437500 Penalty: 2768.152832
	Iteration 41Q: 3 clusters Score -637315.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -637317.125000 Penalty: 2768.152832
	Iteration 42Q: 3 clusters Score -637317.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -637319.375000 Penalty: 2768.152832
	Iteration 43Q: 3 clusters Score -637319.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -637319.375000 Penalty: 2768.152832
	Iteration 44F: 3 clusters Score -637319.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Entering Unmasked Estep 
Score: -393579.531250 Penalty: 1324.216431
	Iteration 0F: 2 clusters Score -393579.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -390564.718750 Penalty: 2648.432861
	Iteration 0F: 3 clusters Score -390564.7 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -391519.718750 Penalty: 2648.432861
	Iteration 1F: 3 clusters Score -391519.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -391796.906250 Penalty: 2648.432861
	Iteration 2F: 3 clusters Score -391796.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -391979.187500 Penalty: 2648.432861
	Iteration 3F: 3 clusters Score -391979.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -392088.125000 Penalty: 2648.432861
	Iteration 4Q: 3 clusters Score -392088.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -392169.031250 Penalty: 2648.432861
	Iteration 5Q: 3 clusters Score -392169 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -392248.593750 Penalty: 2648.432861
	Iteration 6Q: 3 clusters Score -392248.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -392300.750000 Penalty: 2648.432861
	Iteration 7Q: 3 clusters Score -392300.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -392355.562500 Penalty: 2648.432861
	Iteration 8Q: 3 clusters Score -392355.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -392411.750000 Penalty: 2648.432861
	Iteration 9Q: 3 clusters Score -392411.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -392483.000000 Penalty: 2648.432861
	Iteration 10Q: 3 clusters Score -392483 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -392544.375000 Penalty: 2648.432861
	Iteration 11Q: 3 clusters Score -392544.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -392597.187500 Penalty: 2648.432861
	Iteration 12Q: 3 clusters Score -392597.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -392640.656250 Penalty: 2648.432861
	Iteration 13Q: 3 clusters Score -392640.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -392674.375000 Penalty: 2648.432861
	Iteration 14Q: 3 clusters Score -392674.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -392705.968750 Penalty: 2648.432861
	Iteration 15Q: 3 clusters Score -392706 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -392726.156250 Penalty: 2648.432861
	Iteration 16Q: 3 clusters Score -392726.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -392738.593750 Penalty: 2648.432861
	Iteration 17Q: 3 clusters Score -392738.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -392751.781250 Penalty: 2648.432861
	Iteration 18Q: 3 clusters Score -392751.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -392769.093750 Penalty: 2648.432861
	Iteration 19Q: 3 clusters Score -392769.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -392780.750000 Penalty: 2648.432861
	Iteration 20F: 3 clusters Score -392780.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -392790.437500 Penalty: 2648.432861
	Iteration 21Q: 3 clusters Score -392790.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -392801.468750 Penalty: 2648.432861
	Iteration 22Q: 3 clusters Score -392801.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -392808.281250 Penalty: 2648.432861
	Iteration 23Q: 3 clusters Score -392808.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -392818.000000 Penalty: 2648.432861
	Iteration 24Q: 3 clusters Score -392818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -392827.187500 Penalty: 2648.432861
	Iteration 25Q: 3 clusters Score -392827.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -392836.375000 Penalty: 2648.432861
	Iteration 26Q: 3 clusters Score -392836.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -392850.718750 Penalty: 2648.432861
	Iteration 27Q: 3 clusters Score -392850.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -392861.000000 Penalty: 2648.432861
	Iteration 28Q: 3 clusters Score -392861 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -392871.968750 Penalty: 2648.432861
	Iteration 29Q: 3 clusters Score -392872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -392877.187500 Penalty: 2648.432861
	Iteration 30Q: 3 clusters Score -392877.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -392881.343750 Penalty: 2648.432861
	Iteration 31Q: 3 clusters Score -392881.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -392884.531250 Penalty: 2648.432861
	Iteration 32Q: 3 clusters Score -392884.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -392886.031250 Penalty: 2648.432861
	Iteration 33Q: 3 clusters Score -392886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -392888.812500 Penalty: 2648.432861
	Iteration 34Q: 3 clusters Score -392888.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -392890.343750 Penalty: 2648.432861
	Iteration 35Q: 3 clusters Score -392890.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -392890.843750 Penalty: 2648.432861
	Iteration 36Q: 3 clusters Score -392890.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -392892.156250 Penalty: 2648.432861
	Iteration 37Q: 3 clusters Score -392892.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -392893.843750 Penalty: 2648.432861
	Iteration 38Q: 3 clusters Score -392893.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -392894.000000 Penalty: 2648.432861
	Iteration 39Q: 3 clusters Score -392894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -392895.375000 Penalty: 2648.432861
	Iteration 40F: 3 clusters Score -392895.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -392896.062500 Penalty: 2648.432861
	Iteration 41Q: 3 clusters Score -392896.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -392897.843750 Penalty: 2648.432861
	Iteration 42Q: 3 clusters Score -392897.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -392898.562500 Penalty: 2648.432861
	Iteration 43Q: 3 clusters Score -392898.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -392899.718750 Penalty: 2648.432861
	Iteration 44Q: 3 clusters Score -392899.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -392899.937500 Penalty: 2648.432861
	Iteration 45Q: 3 clusters Score -392899.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -392899.937500 Penalty: 2648.432861
	Iteration 46F: 3 clusters Score -392899.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Entering Unmasked Estep 
Score: -2585313.250000 Penalty: 1615.580688
	Iteration 0F: 2 clusters Score -2585313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2571083.000000 Penalty: 3231.161377
	Iteration 0F: 3 clusters Score -2571083 nChanged 9387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2576326.250000 Penalty: 3231.161377
	Iteration 1F: 3 clusters Score -2576326 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -2576733.500000 Penalty: 3231.161377
	Iteration 2F: 3 clusters Score -2576734 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2577149.000000 Penalty: 3231.161377
	Iteration 3Q: 3 clusters Score -2577149 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2577576.500000 Penalty: 3231.161377
	Iteration 4Q: 3 clusters Score -2577576 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2578142.500000 Penalty: 3231.161377
	Iteration 5F: 3 clusters Score -2578142 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2578891.750000 Penalty: 3231.161377
	Iteration 6F: 3 clusters Score -2578892 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2579777.750000 Penalty: 3231.161377
	Iteration 7F: 3 clusters Score -2579778 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2580849.000000 Penalty: 3231.161377
	Iteration 8F: 3 clusters Score -2580849 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2581814.250000 Penalty: 3231.161377
	Iteration 9F: 3 clusters Score -2581814 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2582492.000000 Penalty: 3231.161377
	Iteration 10Q: 3 clusters Score -2582492 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2582912.250000 Penalty: 3231.161377
	Iteration 11Q: 3 clusters Score -2582912 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2583157.500000 Penalty: 3231.161377
	Iteration 12Q: 3 clusters Score -2583158 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -2583336.250000 Penalty: 3231.161377
	Iteration 13Q: 3 clusters Score -2583336 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -2583456.250000 Penalty: 3231.161377
	Iteration 14Q: 3 clusters Score -2583456 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2583539.000000 Penalty: 3231.161377
	Iteration 15Q: 3 clusters Score -2583539 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2583602.000000 Penalty: 3231.161377
	Iteration 16Q: 3 clusters Score -2583602 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -2583657.750000 Penalty: 3231.161377
	Iteration 17Q: 3 clusters Score -2583658 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -2583718.750000 Penalty: 3231.161377
	Iteration 18Q: 3 clusters Score -2583719 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -2583761.000000 Penalty: 3231.161377
	Iteration 19Q: 3 clusters Score -2583761 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -2583793.000000 Penalty: 3231.161377
	Iteration 20F: 3 clusters Score -2583793 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2583811.250000 Penalty: 3231.161377
	Iteration 21Q: 3 clusters Score -2583811 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2583823.000000 Penalty: 3231.161377
	Iteration 22Q: 3 clusters Score -2583823 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2583834.750000 Penalty: 3231.161377
	Iteration 23Q: 3 clusters Score -2583835 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -2583832.500000 Penalty: 3231.161377
	Iteration 24Q: 3 clusters Score -2583832 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2583841.500000 Penalty: 3231.161377
	Iteration 25Q: 3 clusters Score -2583842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2583851.750000 Penalty: 3231.161377
	Iteration 26Q: 3 clusters Score -2583852 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2583866.250000 Penalty: 3231.161377
	Iteration 27Q: 3 clusters Score -2583866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -2583884.000000 Penalty: 3231.161377
	Iteration 28Q: 3 clusters Score -2583884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2583894.750000 Penalty: 3231.161377
	Iteration 29Q: 3 clusters Score -2583895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -2583898.250000 Penalty: 3231.161377
	Iteration 30Q: 3 clusters Score -2583898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -2583900.750000 Penalty: 3231.161377
	Iteration 31Q: 3 clusters Score -2583901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -2583907.500000 Penalty: 3231.161377
	Iteration 32Q: 3 clusters Score -2583908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2583913.750000 Penalty: 3231.161377
	Iteration 33Q: 3 clusters Score -2583914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -2583921.250000 Penalty: 3231.161377
	Iteration 34Q: 3 clusters Score -2583921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2583923.750000 Penalty: 3231.161377
	Iteration 35Q: 3 clusters Score -2583924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -2583925.750000 Penalty: 3231.161377
	Iteration 36Q: 3 clusters Score -2583926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -2583931.250000 Penalty: 3231.161377
	Iteration 37Q: 3 clusters Score -2583931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2583936.000000 Penalty: 3231.161377
	Iteration 38Q: 3 clusters Score -2583936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -2583937.000000 Penalty: 3231.161377
	Iteration 39Q: 3 clusters Score -2583937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -2583941.500000 Penalty: 3231.161377
	Iteration 40F: 3 clusters Score -2583942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -2583947.500000 Penalty: 3231.161377
	Iteration 41Q: 3 clusters Score -2583948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -2583950.750000 Penalty: 3231.161377
	Iteration 42Q: 3 clusters Score -2583951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -2583951.500000 Penalty: 3231.161377
	Iteration 43Q: 3 clusters Score -2583952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -2583952.500000 Penalty: 3231.161377
	Iteration 44Q: 3 clusters Score -2583952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -2583952.000000 Penalty: 3231.161377
	Iteration 45Q: 3 clusters Score -2583952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -2583955.250000 Penalty: 3231.161377
	Iteration 46Q: 3 clusters Score -2583955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2583954.750000 Penalty: 3231.161377
	Iteration 47Q: 3 clusters Score -2583955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2583954.750000 Penalty: 3231.161377
	Iteration 48F: 3 clusters Score -2583955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -31785.746094 Penalty: 969.081604
	Iteration 0F: 2 clusters Score -31785.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31038.019531 Penalty: 1938.163208
	Iteration 0F: 3 clusters Score -31038.02 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31421.152344 Penalty: 1938.163208
	Iteration 1F: 3 clusters Score -31421.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31492.353516 Penalty: 1938.163208
	Iteration 2F: 3 clusters Score -31492.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31534.039062 Penalty: 1938.163208
	Iteration 3Q: 3 clusters Score -31534.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -31542.140625 Penalty: 1938.163208
	Iteration 4Q: 3 clusters Score -31542.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -31543.742188 Penalty: 1938.163208
	Iteration 5Q: 3 clusters Score -31543.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -31546.728516 Penalty: 1938.163208
	Iteration 6Q: 3 clusters Score -31546.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31550.900391 Penalty: 1938.163208
	Iteration 7Q: 3 clusters Score -31550.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31578.328125 Penalty: 1938.163208
	Iteration 8Q: 3 clusters Score -31578.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31629.330078 Penalty: 1938.163208
	Iteration 9Q: 3 clusters Score -31629.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31666.441406 Penalty: 1938.163208
	Iteration 10Q: 3 clusters Score -31666.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31692.429688 Penalty: 1938.163208
	Iteration 11Q: 3 clusters Score -31692.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31694.562500 Penalty: 1938.163208
	Iteration 12Q: 3 clusters Score -31694.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31694.562500 Penalty: 1938.163208
	Iteration 13F: 3 clusters Score -31694.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Entering Unmasked Estep 
Score: -205744.609375 Penalty: 1203.393066
	Iteration 0F: 2 clusters Score -205744.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -203882.390625 Penalty: 2406.786133
	Iteration 0F: 3 clusters Score -203882.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -204230.390625 Penalty: 2406.786133
	Iteration 1F: 3 clusters Score -204230.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -204330.546875 Penalty: 2406.786133
	Iteration 2F: 3 clusters Score -204330.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -204393.843750 Penalty: 2406.786133
	Iteration 3Q: 3 clusters Score -204393.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -204442.734375 Penalty: 2406.786133
	Iteration 4Q: 3 clusters Score -204442.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -204470.687500 Penalty: 2406.786133
	Iteration 5Q: 3 clusters Score -204470.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -204489.265625 Penalty: 2406.786133
	Iteration 6Q: 3 clusters Score -204489.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -204505.734375 Penalty: 2406.786133
	Iteration 7Q: 3 clusters Score -204505.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -204516.109375 Penalty: 2406.786133
	Iteration 8Q: 3 clusters Score -204516.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -204525.578125 Penalty: 2406.786133
	Iteration 9Q: 3 clusters Score -204525.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -204531.671875 Penalty: 2406.786133
	Iteration 10Q: 3 clusters Score -204531.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -204540.296875 Penalty: 2406.786133
	Iteration 11Q: 3 clusters Score -204540.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -204545.359375 Penalty: 2406.786133
	Iteration 12Q: 3 clusters Score -204545.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -204548.125000 Penalty: 2406.786133
	Iteration 13Q: 3 clusters Score -204548.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -204550.937500 Penalty: 2406.786133
	Iteration 14Q: 3 clusters Score -204550.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -204552.375000 Penalty: 2406.786133
	Iteration 15Q: 3 clusters Score -204552.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -204552.906250 Penalty: 2406.786133
	Iteration 16Q: 3 clusters Score -204552.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -204553.578125 Penalty: 2406.786133
	Iteration 17Q: 3 clusters Score -204553.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -204554.359375 Penalty: 2406.786133
	Iteration 18Q: 3 clusters Score -204554.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -204557.812500 Penalty: 2406.786133
	Iteration 19Q: 3 clusters Score -204557.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -204559.156250 Penalty: 2406.786133
	Iteration 20F: 3 clusters Score -204559.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -204561.593750 Penalty: 2406.786133
	Iteration 21Q: 3 clusters Score -204561.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -204562.890625 Penalty: 2406.786133
	Iteration 22Q: 3 clusters Score -204562.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -204564.375000 Penalty: 2406.786133
	Iteration 23Q: 3 clusters Score -204564.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -204565.046875 Penalty: 2406.786133
	Iteration 24Q: 3 clusters Score -204565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -204566.390625 Penalty: 2406.786133
	Iteration 25Q: 3 clusters Score -204566.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -204567.765625 Penalty: 2406.786133
	Iteration 26Q: 3 clusters Score -204567.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -204568.125000 Penalty: 2406.786133
	Iteration 27Q: 3 clusters Score -204568.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -204568.125000 Penalty: 2406.786133
	Iteration 28F: 3 clusters Score -204568.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -25360.855469 Penalty: 930.082581
	Iteration 0F: 2 clusters Score -25360.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24500.101562 Penalty: 1860.165161
	Iteration 0F: 3 clusters Score -24500.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24684.435547 Penalty: 1860.165161
	Iteration 1F: 3 clusters Score -24684.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24803.537109 Penalty: 1860.165161
	Iteration 2F: 3 clusters Score -24803.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24969.742188 Penalty: 1860.165161
	Iteration 3F: 3 clusters Score -24969.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25180.720703 Penalty: 1860.165161
	Iteration 4F: 3 clusters Score -25180.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -25420.568359 Penalty: 1860.165161
	Iteration 5F: 3 clusters Score -25420.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25665.013672 Penalty: 1860.165161
	Iteration 6Q: 3 clusters Score -25665.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25925.763672 Penalty: 1860.165161
	Iteration 7Q: 3 clusters Score -25925.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25985.025391 Penalty: 1860.165161
	Iteration 8Q: 3 clusters Score -25985.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25987.097656 Penalty: 1860.165161
	Iteration 9F: 3 clusters Score -25987.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -25993.136719 Penalty: 1860.165161
	Iteration 10Q: 3 clusters Score -25993.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -25993.136719 Penalty: 1860.165161
	Iteration 11F: 3 clusters Score -25993.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 120196 members 
Mstep: Class 3 contains 6524 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38894 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6944 members 
Mstep: Class 9 contains 91473 members 
Mstep: Class 10 contains 81284 members 
Mstep: Class 11 contains 101228 members 
Mstep: Class 12 contains 55751 members 
Mstep: Class 13 contains 4992 members 
Mstep: Class 14 contains 95939 members 
Mstep: Class 15 contains 3077 members 
Mstep: Class 16 contains 1378 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 20 contains 20786 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1645 members 
Mstep: Class 23 contains 166 members 
Mstep: Class 24 contains 10080 members 
Mstep: Class 25 contains 101612 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6693 members 
Mstep: Class 28 contains 2978 members 
Mstep: Class 29 contains 3681 members 
Mstep: Class 30 contains 1911 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 14004 members 
Mstep: Class 34 contains 10174 members 
Mstep: Class 35 contains 9727 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90929 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1225 members 
Mstep: Class 40 contains 7636 members 
Mstep: Class 41 contains 1697 members 
Mstep: Class 42 contains 140 members 
Entering Unmasked Estep 
Score: -111780176.000000 Penalty: 93710.203125
Splitting cluster 23 changes total score from -111780624.000000 to -111780176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (10080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Entering Unmasked Estep 
Score: -1175341.750000 Penalty: 1497.975098
	Iteration 0F: 2 clusters Score -1175342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1168069.250000 Penalty: 2995.950195
	Iteration 0F: 3 clusters Score -1168069 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1170507.750000 Penalty: 2995.950195
	Iteration 1F: 3 clusters Score -1170508 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1170881.000000 Penalty: 2995.950195
	Iteration 2F: 3 clusters Score -1170881 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1171265.500000 Penalty: 2995.950195
	Iteration 3F: 3 clusters Score -1171266 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1171572.750000 Penalty: 2995.950195
	Iteration 4F: 3 clusters Score -1171573 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1171817.500000 Penalty: 2995.950195
	Iteration 5Q: 3 clusters Score -1171818 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1172025.125000 Penalty: 2995.950195
	Iteration 6Q: 3 clusters Score -1172025 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1172230.875000 Penalty: 2995.950195
	Iteration 7Q: 3 clusters Score -1172231 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1172421.250000 Penalty: 2995.950195
	Iteration 8Q: 3 clusters Score -1172421 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1172575.875000 Penalty: 2995.950195
	Iteration 9Q: 3 clusters Score -1172576 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1172716.750000 Penalty: 2995.950195
	Iteration 10Q: 3 clusters Score -1172717 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1172850.000000 Penalty: 2995.950195
	Iteration 11Q: 3 clusters Score -1172850 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1172960.625000 Penalty: 2995.950195
	Iteration 12Q: 3 clusters Score -1172961 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1173085.750000 Penalty: 2995.950195
	Iteration 13Q: 3 clusters Score -1173086 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1173212.375000 Penalty: 2995.950195
	Iteration 14Q: 3 clusters Score -1173212 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1173327.750000 Penalty: 2995.950195
	Iteration 15Q: 3 clusters Score -1173328 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1173409.125000 Penalty: 2995.950195
	Iteration 16Q: 3 clusters Score -1173409 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1173473.750000 Penalty: 2995.950195
	Iteration 17Q: 3 clusters Score -1173474 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1173519.250000 Penalty: 2995.950195
	Iteration 18Q: 3 clusters Score -1173519 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1173571.625000 Penalty: 2995.950195
	Iteration 19Q: 3 clusters Score -1173572 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1173623.375000 Penalty: 2995.950195
	Iteration 20F: 3 clusters Score -1173623 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1173661.250000 Penalty: 2995.950195
	Iteration 21Q: 3 clusters Score -1173661 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1173689.250000 Penalty: 2995.950195
	Iteration 22Q: 3 clusters Score -1173689 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1173719.125000 Penalty: 2995.950195
	Iteration 23Q: 3 clusters Score -1173719 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1173735.125000 Penalty: 2995.950195
	Iteration 24Q: 3 clusters Score -1173735 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1173745.500000 Penalty: 2995.950195
	Iteration 25Q: 3 clusters Score -1173746 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1173753.500000 Penalty: 2995.950195
	Iteration 26Q: 3 clusters Score -1173754 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1173762.500000 Penalty: 2995.950195
	Iteration 27Q: 3 clusters Score -1173762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1173767.625000 Penalty: 2995.950195
	Iteration 28Q: 3 clusters Score -1173768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1173773.000000 Penalty: 2995.950195
	Iteration 29Q: 3 clusters Score -1173773 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1173776.250000 Penalty: 2995.950195
	Iteration 30Q: 3 clusters Score -1173776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1173774.500000 Penalty: 2995.950195
	Iteration 31Q: 3 clusters Score -1173774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1173778.625000 Penalty: 2995.950195
	Iteration 32Q: 3 clusters Score -1173779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1173782.000000 Penalty: 2995.950195
	Iteration 33Q: 3 clusters Score -1173782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1173785.625000 Penalty: 2995.950195
	Iteration 34Q: 3 clusters Score -1173786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1173786.000000 Penalty: 2995.950195
	Iteration 35Q: 3 clusters Score -1173786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1173786.750000 Penalty: 2995.950195
	Iteration 36Q: 3 clusters Score -1173787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1173787.875000 Penalty: 2995.950195
	Iteration 37Q: 3 clusters Score -1173788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1173787.125000 Penalty: 2995.950195
	Iteration 38Q: 3 clusters Score -1173787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1173788.625000 Penalty: 2995.950195
	Iteration 39Q: 3 clusters Score -1173789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1173788.625000 Penalty: 2995.950195
	Iteration 40F: 3 clusters Score -1173789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1173789.500000 Penalty: 2995.950195
	Iteration 41Q: 3 clusters Score -1173790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1173789.750000 Penalty: 2995.950195
	Iteration 42Q: 3 clusters Score -1173790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1173792.625000 Penalty: 2995.950195
	Iteration 43Q: 3 clusters Score -1173793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1173794.125000 Penalty: 2995.950195
	Iteration 44Q: 3 clusters Score -1173794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1173795.625000 Penalty: 2995.950195
	Iteration 45Q: 3 clusters Score -1173796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1173797.500000 Penalty: 2995.950195
	Iteration 46Q: 3 clusters Score -1173798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1173796.375000 Penalty: 2995.950195
	Iteration 47Q: 3 clusters Score -1173796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1173799.625000 Penalty: 2995.950195
	Iteration 48Q: 3 clusters Score -1173800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1173798.250000 Penalty: 2995.950195
	Iteration 49Q: 3 clusters Score -1173798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1173798.125000 Penalty: 2995.950195
	Iteration 50Q: 3 clusters Score -1173798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1173800.125000 Penalty: 2995.950195
	Iteration 51Q: 3 clusters Score -1173800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1173800.750000 Penalty: 2995.950195
	Iteration 52Q: 3 clusters Score -1173801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1173802.875000 Penalty: 2995.950195
	Iteration 53Q: 3 clusters Score -1173803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1173803.875000 Penalty: 2995.950195
	Iteration 54Q: 3 clusters Score -1173804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1173804.375000 Penalty: 2995.950195
	Iteration 55Q: 3 clusters Score -1173804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1173804.000000 Penalty: 2995.950195
	Iteration 56Q: 3 clusters Score -1173804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1173803.625000 Penalty: 2995.950195
	Iteration 57Q: 3 clusters Score -1173804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1173804.250000 Penalty: 2995.950195
	Iteration 58Q: 3 clusters Score -1173804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1173803.750000 Penalty: 2995.950195
	Iteration 59Q: 3 clusters Score -1173804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1173802.875000 Penalty: 2995.950195
	Iteration 60F: 3 clusters Score -1173803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1173803.625000 Penalty: 2995.950195
	Iteration 61Q: 3 clusters Score -1173804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1173803.000000 Penalty: 2995.950195
	Iteration 62Q: 3 clusters Score -1173803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1173804.000000 Penalty: 2995.950195
	Iteration 63Q: 3 clusters Score -1173804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1173801.625000 Penalty: 2995.950195
	Iteration 64Q: 3 clusters Score -1173802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1173800.750000 Penalty: 2995.950195
	Iteration 65Q: 3 clusters Score -1173801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1173801.000000 Penalty: 2995.950195
	Iteration 66Q: 3 clusters Score -1173801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1173802.125000 Penalty: 2995.950195
	Iteration 67Q: 3 clusters Score -1173802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1173801.750000 Penalty: 2995.950195
	Iteration 68Q: 3 clusters Score -1173802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1173802.375000 Penalty: 2995.950195
	Iteration 69Q: 3 clusters Score -1173802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1173802.750000 Penalty: 2995.950195
	Iteration 70Q: 3 clusters Score -1173803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1173805.375000 Penalty: 2995.950195
	Iteration 71Q: 3 clusters Score -1173805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1173805.250000 Penalty: 2995.950195
	Iteration 72Q: 3 clusters Score -1173805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1173805.250000 Penalty: 2995.950195
	Iteration 73Q: 3 clusters Score -1173805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1173805.125000 Penalty: 2995.950195
	Iteration 74Q: 3 clusters Score -1173805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1173805.125000 Penalty: 2995.950195
	Iteration 75F: 3 clusters Score -1173805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (101612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101612 members 
Entering Unmasked Estep 
Score: -12723994.000000 Penalty: 1873.449097
	Iteration 0F: 2 clusters Score -1.272399e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50709 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -12658744.000000 Penalty: 3746.898193
	Iteration 0F: 3 clusters Score -1.265874e+07 nChanged 48661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 53398 members 
Entering Unmasked Estep 
Score: -12687541.000000 Penalty: 3746.898193
	Iteration 1F: 3 clusters Score -1.268754e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47030 members 
Mstep: Class 2 contains 54582 members 
Entering Unmasked Estep 
Score: -12688799.000000 Penalty: 3746.898193
	Iteration 2Q: 3 clusters Score -1.26888e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 56155 members 
Entering Unmasked Estep 
Score: -12690375.000000 Penalty: 3746.898193
	Iteration 3Q: 3 clusters Score -1.269038e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 58396 members 
Entering Unmasked Estep 
Score: -12692621.000000 Penalty: 3746.898193
	Iteration 4Q: 3 clusters Score -1.269262e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 61346 members 
Entering Unmasked Estep 
Score: -12695965.000000 Penalty: 3746.898193
	Iteration 5F: 3 clusters Score -1.269596e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 65014 members 
Entering Unmasked Estep 
Score: -12700489.000000 Penalty: 3746.898193
	Iteration 6F: 3 clusters Score -1.270049e+07 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 68738 members 
Entering Unmasked Estep 
Score: -12705430.000000 Penalty: 3746.898193
	Iteration 7F: 3 clusters Score -1.270543e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 71836 members 
Entering Unmasked Estep 
Score: -12709499.000000 Penalty: 3746.898193
	Iteration 8F: 3 clusters Score -1.27095e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 74234 members 
Entering Unmasked Estep 
Score: -12712243.000000 Penalty: 3746.898193
	Iteration 9Q: 3 clusters Score -1.271224e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 76259 members 
Entering Unmasked Estep 
Score: -12713586.000000 Penalty: 3746.898193
	Iteration 10Q: 3 clusters Score -1.271359e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 78181 members 
Entering Unmasked Estep 
Score: -12714452.000000 Penalty: 3746.898193
	Iteration 11Q: 3 clusters Score -1.271445e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 80007 members 
Entering Unmasked Estep 
Score: -12715104.000000 Penalty: 3746.898193
	Iteration 12Q: 3 clusters Score -1.27151e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 81852 members 
Entering Unmasked Estep 
Score: -12715682.000000 Penalty: 3746.898193
	Iteration 13Q: 3 clusters Score -1.271568e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 83736 members 
Entering Unmasked Estep 
Score: -12716445.000000 Penalty: 3746.898193
	Iteration 14Q: 3 clusters Score -1.271644e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 85708 members 
Entering Unmasked Estep 
Score: -12717265.000000 Penalty: 3746.898193
	Iteration 15Q: 3 clusters Score -1.271726e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 87625 members 
Entering Unmasked Estep 
Score: -12718067.000000 Penalty: 3746.898193
	Iteration 16Q: 3 clusters Score -1.271807e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 89480 members 
Entering Unmasked Estep 
Score: -12718862.000000 Penalty: 3746.898193
	Iteration 17Q: 3 clusters Score -1.271886e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 91285 members 
Entering Unmasked Estep 
Score: -12719902.000000 Penalty: 3746.898193
	Iteration 18Q: 3 clusters Score -1.27199e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 92882 members 
Entering Unmasked Estep 
Score: -12720645.000000 Penalty: 3746.898193
	Iteration 19Q: 3 clusters Score -1.272064e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 94403 members 
Entering Unmasked Estep 
Score: -12721370.000000 Penalty: 3746.898193
	Iteration 20F: 3 clusters Score -1.272137e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 95739 members 
Entering Unmasked Estep 
Score: -12721863.000000 Penalty: 3746.898193
	Iteration 21Q: 3 clusters Score -1.272186e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 96933 members 
Entering Unmasked Estep 
Score: -12722078.000000 Penalty: 3746.898193
	Iteration 22Q: 3 clusters Score -1.272208e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 97919 members 
Entering Unmasked Estep 
Score: -12722240.000000 Penalty: 3746.898193
	Iteration 23Q: 3 clusters Score -1.272224e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 98681 members 
Entering Unmasked Estep 
Score: -12722368.000000 Penalty: 3746.898193
	Iteration 24Q: 3 clusters Score -1.272237e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 99204 members 
Entering Unmasked Estep 
Score: -12722442.000000 Penalty: 3746.898193
	Iteration 25Q: 3 clusters Score -1.272244e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 99618 members 
Entering Unmasked Estep 
Score: -12722551.000000 Penalty: 3746.898193
	Iteration 26Q: 3 clusters Score -1.272255e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 99938 members 
Entering Unmasked Estep 
Score: -12722621.000000 Penalty: 3746.898193
	Iteration 27Q: 3 clusters Score -1.272262e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 100173 members 
Entering Unmasked Estep 
Score: -12722626.000000 Penalty: 3746.898193
	Iteration 28Q: 3 clusters Score -1.272263e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 100367 members 
Entering Unmasked Estep 
Score: -12722613.000000 Penalty: 3746.898193
	Iteration 29Q: 3 clusters Score -1.272261e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 100499 members 
Entering Unmasked Estep 
Score: -12722626.000000 Penalty: 3746.898193
	Iteration 30Q: 3 clusters Score -1.272263e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 100586 members 
Entering Unmasked Estep 
Score: -12722633.000000 Penalty: 3746.898193
	Iteration 31Q: 3 clusters Score -1.272263e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 100660 members 
Entering Unmasked Estep 
Score: -12722657.000000 Penalty: 3746.898193
	Iteration 32Q: 3 clusters Score -1.272266e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 100715 members 
Entering Unmasked Estep 
Score: -12722664.000000 Penalty: 3746.898193
	Iteration 33Q: 3 clusters Score -1.272266e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 100770 members 
Entering Unmasked Estep 
Score: -12722662.000000 Penalty: 3746.898193
	Iteration 34Q: 3 clusters Score -1.272266e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 100809 members 
Entering Unmasked Estep 
Score: -12722655.000000 Penalty: 3746.898193
	Iteration 35Q: 3 clusters Score -1.272266e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 100836 members 
Entering Unmasked Estep 
Score: -12722673.000000 Penalty: 3746.898193
	Iteration 36Q: 3 clusters Score -1.272267e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 100858 members 
Entering Unmasked Estep 
Score: -12722676.000000 Penalty: 3746.898193
	Iteration 37Q: 3 clusters Score -1.272268e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 100871 members 
Entering Unmasked Estep 
Score: -12722681.000000 Penalty: 3746.898193
	Iteration 38Q: 3 clusters Score -1.272268e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 100881 members 
Entering Unmasked Estep 
Score: -12722687.000000 Penalty: 3746.898193
	Iteration 39Q: 3 clusters Score -1.272269e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 100894 members 
Entering Unmasked Estep 
Score: -12722682.000000 Penalty: 3746.898193
	Iteration 40F: 3 clusters Score -1.272268e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 100903 members 
Entering Unmasked Estep 
Score: -12722684.000000 Penalty: 3746.898193
	Iteration 41Q: 3 clusters Score -1.272268e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 100915 members 
Entering Unmasked Estep 
Score: -12722680.000000 Penalty: 3746.898193
	Iteration 42Q: 3 clusters Score -1.272268e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 100923 members 
Entering Unmasked Estep 
Score: -12722701.000000 Penalty: 3746.898193
	Iteration 43Q: 3 clusters Score -1.27227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 100925 members 
Entering Unmasked Estep 
Score: -12722703.000000 Penalty: 3746.898193
	Iteration 44Q: 3 clusters Score -1.27227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 100931 members 
Entering Unmasked Estep 
Score: -12722701.000000 Penalty: 3746.898193
	Iteration 45Q: 3 clusters Score -1.27227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 100934 members 
Entering Unmasked Estep 
Score: -12722700.000000 Penalty: 3746.898193
	Iteration 46Q: 3 clusters Score -1.27227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 100934 members 
Entering Unmasked Estep 
Score: -12722693.000000 Penalty: 3746.898193
	Iteration 47Q: 3 clusters Score -1.272269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 100933 members 
Entering Unmasked Estep 
Score: -12722699.000000 Penalty: 3746.898193
	Iteration 48Q: 3 clusters Score -1.27227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 100933 members 
Entering Unmasked Estep 
Score: -12722704.000000 Penalty: 3746.898193
	Iteration 49Q: 3 clusters Score -1.27227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 100932 members 
Entering Unmasked Estep 
Score: -12722696.000000 Penalty: 3746.898193
	Iteration 50Q: 3 clusters Score -1.27227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 100931 members 
Entering Unmasked Estep 
Score: -12722698.000000 Penalty: 3746.898193
	Iteration 51Q: 3 clusters Score -1.27227e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 100931 members 
Entering Unmasked Estep 
Score: -12722698.000000 Penalty: 3746.898193
	Iteration 52F: 3 clusters Score -1.27227e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -83717.984375 Penalty: 1067.084229
	Iteration 0F: 2 clusters Score -83717.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -82500.531250 Penalty: 2134.168457
	Iteration 0F: 3 clusters Score -82500.53 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -82681.187500 Penalty: 2134.168457
	Iteration 1F: 3 clusters Score -82681.19 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -82724.382812 Penalty: 2134.168457
	Iteration 2F: 3 clusters Score -82724.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -82742.414062 Penalty: 2134.168457
	Iteration 3Q: 3 clusters Score -82742.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -82753.125000 Penalty: 2134.168457
	Iteration 4Q: 3 clusters Score -82753.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -82775.921875 Penalty: 2134.168457
	Iteration 5Q: 3 clusters Score -82775.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -82793.335938 Penalty: 2134.168457
	Iteration 6Q: 3 clusters Score -82793.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -82805.476562 Penalty: 2134.168457
	Iteration 7Q: 3 clusters Score -82805.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -82809.648438 Penalty: 2134.168457
	Iteration 8Q: 3 clusters Score -82809.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -82812.882812 Penalty: 2134.168457
	Iteration 9Q: 3 clusters Score -82812.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -82813.726562 Penalty: 2134.168457
	Iteration 10Q: 3 clusters Score -82813.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -82813.726562 Penalty: 2134.168457
	Iteration 11F: 3 clusters Score -82813.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Entering Unmasked Estep 
Score: -840208.250000 Penalty: 1431.432861
	Iteration 0F: 2 clusters Score -840208.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -835175.562500 Penalty: 2862.865723
	Iteration 0F: 3 clusters Score -835175.6 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -836721.000000 Penalty: 2862.865723
	Iteration 1F: 3 clusters Score -836721 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -836969.250000 Penalty: 2862.865723
	Iteration 2F: 3 clusters Score -836969.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -837142.500000 Penalty: 2862.865723
	Iteration 3F: 3 clusters Score -837142.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -837311.687500 Penalty: 2862.865723
	Iteration 4Q: 3 clusters Score -837311.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -837483.812500 Penalty: 2862.865723
	Iteration 5Q: 3 clusters Score -837483.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -837679.125000 Penalty: 2862.865723
	Iteration 6Q: 3 clusters Score -837679.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -837902.312500 Penalty: 2862.865723
	Iteration 7Q: 3 clusters Score -837902.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -838139.812500 Penalty: 2862.865723
	Iteration 8Q: 3 clusters Score -838139.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -838360.437500 Penalty: 2862.865723
	Iteration 9Q: 3 clusters Score -838360.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -838543.250000 Penalty: 2862.865723
	Iteration 10Q: 3 clusters Score -838543.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -838696.000000 Penalty: 2862.865723
	Iteration 11Q: 3 clusters Score -838696 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -838837.000000 Penalty: 2862.865723
	Iteration 12Q: 3 clusters Score -838837 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -838924.125000 Penalty: 2862.865723
	Iteration 13Q: 3 clusters Score -838924.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -838985.062500 Penalty: 2862.865723
	Iteration 14Q: 3 clusters Score -838985.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -839013.687500 Penalty: 2862.865723
	Iteration 15Q: 3 clusters Score -839013.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -839032.250000 Penalty: 2862.865723
	Iteration 16Q: 3 clusters Score -839032.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -839044.125000 Penalty: 2862.865723
	Iteration 17Q: 3 clusters Score -839044.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -839051.437500 Penalty: 2862.865723
	Iteration 18Q: 3 clusters Score -839051.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -839056.312500 Penalty: 2862.865723
	Iteration 19Q: 3 clusters Score -839056.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -839061.562500 Penalty: 2862.865723
	Iteration 20F: 3 clusters Score -839061.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -839064.875000 Penalty: 2862.865723
	Iteration 21Q: 3 clusters Score -839064.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -839065.312500 Penalty: 2862.865723
	Iteration 22Q: 3 clusters Score -839065.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -839066.062500 Penalty: 2862.865723
	Iteration 23Q: 3 clusters Score -839066.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -839065.937500 Penalty: 2862.865723
	Iteration 24Q: 3 clusters Score -839065.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -839067.000000 Penalty: 2862.865723
	Iteration 25Q: 3 clusters Score -839067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -839067.937500 Penalty: 2862.865723
	Iteration 26Q: 3 clusters Score -839067.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -839067.937500 Penalty: 2862.865723
	Iteration 27F: 3 clusters Score -839067.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Entering Unmasked Estep 
Score: -349950.031250 Penalty: 1299.838623
	Iteration 0F: 2 clusters Score -349950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -347245.656250 Penalty: 2599.677246
	Iteration 0F: 3 clusters Score -347245.7 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -347900.187500 Penalty: 2599.677246
	Iteration 1F: 3 clusters Score -347900.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -348073.156250 Penalty: 2599.677246
	Iteration 2F: 3 clusters Score -348073.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -348284.000000 Penalty: 2599.677246
	Iteration 3F: 3 clusters Score -348284 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -348502.250000 Penalty: 2599.677246
	Iteration 4F: 3 clusters Score -348502.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -348720.093750 Penalty: 2599.677246
	Iteration 5F: 3 clusters Score -348720.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -348926.312500 Penalty: 2599.677246
	Iteration 6F: 3 clusters Score -348926.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -349088.343750 Penalty: 2599.677246
	Iteration 7F: 3 clusters Score -349088.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -349203.218750 Penalty: 2599.677246
	Iteration 8Q: 3 clusters Score -349203.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -349290.906250 Penalty: 2599.677246
	Iteration 9Q: 3 clusters Score -349290.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -349350.312500 Penalty: 2599.677246
	Iteration 10Q: 3 clusters Score -349350.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -349377.218750 Penalty: 2599.677246
	Iteration 11Q: 3 clusters Score -349377.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -349397.031250 Penalty: 2599.677246
	Iteration 12Q: 3 clusters Score -349397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -349410.187500 Penalty: 2599.677246
	Iteration 13Q: 3 clusters Score -349410.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -349422.000000 Penalty: 2599.677246
	Iteration 14Q: 3 clusters Score -349422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -349434.093750 Penalty: 2599.677246
	Iteration 15Q: 3 clusters Score -349434.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -349442.406250 Penalty: 2599.677246
	Iteration 16Q: 3 clusters Score -349442.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -349447.562500 Penalty: 2599.677246
	Iteration 17Q: 3 clusters Score -349447.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -349451.375000 Penalty: 2599.677246
	Iteration 18Q: 3 clusters Score -349451.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -349455.968750 Penalty: 2599.677246
	Iteration 19Q: 3 clusters Score -349456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -349458.250000 Penalty: 2599.677246
	Iteration 20F: 3 clusters Score -349458.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -349459.906250 Penalty: 2599.677246
	Iteration 21Q: 3 clusters Score -349459.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -349462.562500 Penalty: 2599.677246
	Iteration 22Q: 3 clusters Score -349462.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -349464.343750 Penalty: 2599.677246
	Iteration 23Q: 3 clusters Score -349464.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -349464.343750 Penalty: 2599.677246
	Iteration 24F: 3 clusters Score -349464.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Entering Unmasked Estep 
Score: -444977.656250 Penalty: 1334.277710
	Iteration 0F: 2 clusters Score -444977.7 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 1885 members 
Entering Unmasked Estep 
Score: -441868.281250 Penalty: 2668.555420
	Iteration 0F: 3 clusters Score -441868.3 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -442642.406250 Penalty: 2668.555420
	Iteration 1F: 3 clusters Score -442642.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -442821.437500 Penalty: 2668.555420
	Iteration 2F: 3 clusters Score -442821.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -442947.843750 Penalty: 2668.555420
	Iteration 3F: 3 clusters Score -442947.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -443063.281250 Penalty: 2668.555420
	Iteration 4Q: 3 clusters Score -443063.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -443158.687500 Penalty: 2668.555420
	Iteration 5Q: 3 clusters Score -443158.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -443244.593750 Penalty: 2668.555420
	Iteration 6Q: 3 clusters Score -443244.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -443313.343750 Penalty: 2668.555420
	Iteration 7Q: 3 clusters Score -443313.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -443385.531250 Penalty: 2668.555420
	Iteration 8Q: 3 clusters Score -443385.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -443454.718750 Penalty: 2668.555420
	Iteration 9Q: 3 clusters Score -443454.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -443505.343750 Penalty: 2668.555420
	Iteration 10Q: 3 clusters Score -443505.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -443555.031250 Penalty: 2668.555420
	Iteration 11Q: 3 clusters Score -443555 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -443606.781250 Penalty: 2668.555420
	Iteration 12Q: 3 clusters Score -443606.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -443642.875000 Penalty: 2668.555420
	Iteration 13Q: 3 clusters Score -443642.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -443680.750000 Penalty: 2668.555420
	Iteration 14Q: 3 clusters Score -443680.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -443711.843750 Penalty: 2668.555420
	Iteration 15Q: 3 clusters Score -443711.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -443739.000000 Penalty: 2668.555420
	Iteration 16Q: 3 clusters Score -443739 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -443759.500000 Penalty: 2668.555420
	Iteration 17Q: 3 clusters Score -443759.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -443776.625000 Penalty: 2668.555420
	Iteration 18Q: 3 clusters Score -443776.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -443790.500000 Penalty: 2668.555420
	Iteration 19Q: 3 clusters Score -443790.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -443801.875000 Penalty: 2668.555420
	Iteration 20F: 3 clusters Score -443801.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -443816.718750 Penalty: 2668.555420
	Iteration 21Q: 3 clusters Score -443816.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -443834.750000 Penalty: 2668.555420
	Iteration 22Q: 3 clusters Score -443834.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -443854.375000 Penalty: 2668.555420
	Iteration 23Q: 3 clusters Score -443854.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -443862.375000 Penalty: 2668.555420
	Iteration 24Q: 3 clusters Score -443862.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -443871.937500 Penalty: 2668.555420
	Iteration 25Q: 3 clusters Score -443871.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -443876.718750 Penalty: 2668.555420
	Iteration 26Q: 3 clusters Score -443876.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -443880.375000 Penalty: 2668.555420
	Iteration 27Q: 3 clusters Score -443880.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -443881.156250 Penalty: 2668.555420
	Iteration 28Q: 3 clusters Score -443881.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -443881.343750 Penalty: 2668.555420
	Iteration 29Q: 3 clusters Score -443881.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -443882.625000 Penalty: 2668.555420
	Iteration 30Q: 3 clusters Score -443882.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -443884.000000 Penalty: 2668.555420
	Iteration 31Q: 3 clusters Score -443884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -443884.281250 Penalty: 2668.555420
	Iteration 32Q: 3 clusters Score -443884.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -443884.750000 Penalty: 2668.555420
	Iteration 33Q: 3 clusters Score -443884.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -443885.406250 Penalty: 2668.555420
	Iteration 34Q: 3 clusters Score -443885.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -443886.937500 Penalty: 2668.555420
	Iteration 35Q: 3 clusters Score -443886.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -443889.031250 Penalty: 2668.555420
	Iteration 36Q: 3 clusters Score -443889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -443889.250000 Penalty: 2668.555420
	Iteration 37Q: 3 clusters Score -443889.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -443889.750000 Penalty: 2668.555420
	Iteration 38Q: 3 clusters Score -443889.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -443890.625000 Penalty: 2668.555420
	Iteration 39Q: 3 clusters Score -443890.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -443891.937500 Penalty: 2668.555420
	Iteration 40F: 3 clusters Score -443891.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -443892.500000 Penalty: 2668.555420
	Iteration 41Q: 3 clusters Score -443892.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -443892.500000 Penalty: 2668.555420
	Iteration 42F: 3 clusters Score -443892.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Entering Unmasked Estep 
Score: -228661.375000 Penalty: 1227.749512
	Iteration 0F: 2 clusters Score -228661.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -226631.000000 Penalty: 2455.499023
	Iteration 0F: 3 clusters Score -226631 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -227124.437500 Penalty: 2455.499023
	Iteration 1F: 3 clusters Score -227124.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -227347.437500 Penalty: 2455.499023
	Iteration 2F: 3 clusters Score -227347.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -227525.828125 Penalty: 2455.499023
	Iteration 3F: 3 clusters Score -227525.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -227673.250000 Penalty: 2455.499023
	Iteration 4F: 3 clusters Score -227673.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -227761.828125 Penalty: 2455.499023
	Iteration 5Q: 3 clusters Score -227761.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -227824.218750 Penalty: 2455.499023
	Iteration 6Q: 3 clusters Score -227824.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -227868.078125 Penalty: 2455.499023
	Iteration 7Q: 3 clusters Score -227868.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -227909.203125 Penalty: 2455.499023
	Iteration 8Q: 3 clusters Score -227909.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -227958.421875 Penalty: 2455.499023
	Iteration 9Q: 3 clusters Score -227958.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -227989.218750 Penalty: 2455.499023
	Iteration 10Q: 3 clusters Score -227989.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -228010.656250 Penalty: 2455.499023
	Iteration 11Q: 3 clusters Score -228010.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -228022.968750 Penalty: 2455.499023
	Iteration 12Q: 3 clusters Score -228023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -228035.765625 Penalty: 2455.499023
	Iteration 13Q: 3 clusters Score -228035.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -228046.187500 Penalty: 2455.499023
	Iteration 14Q: 3 clusters Score -228046.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -228052.015625 Penalty: 2455.499023
	Iteration 15Q: 3 clusters Score -228052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -228057.593750 Penalty: 2455.499023
	Iteration 16Q: 3 clusters Score -228057.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -228059.906250 Penalty: 2455.499023
	Iteration 17Q: 3 clusters Score -228059.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -228061.437500 Penalty: 2455.499023
	Iteration 18Q: 3 clusters Score -228061.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -228062.734375 Penalty: 2455.499023
	Iteration 19Q: 3 clusters Score -228062.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -228064.109375 Penalty: 2455.499023
	Iteration 20F: 3 clusters Score -228064.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -228064.625000 Penalty: 2455.499023
	Iteration 21Q: 3 clusters Score -228064.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -228065.343750 Penalty: 2455.499023
	Iteration 22Q: 3 clusters Score -228065.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -228065.343750 Penalty: 2455.499023
	Iteration 23F: 3 clusters Score -228065.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Entering Unmasked Estep 
Score: -83963.187500 Penalty: 1094.371094
	Iteration 0F: 2 clusters Score -83963.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -82643.375000 Penalty: 2188.742188
	Iteration 0F: 3 clusters Score -82643.38 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -82900.914062 Penalty: 2188.742188
	Iteration 1F: 3 clusters Score -82900.91 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -83053.710938 Penalty: 2188.742188
	Iteration 2F: 3 clusters Score -83053.71 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -83214.804688 Penalty: 2188.742188
	Iteration 3F: 3 clusters Score -83214.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -83337.937500 Penalty: 2188.742188
	Iteration 4F: 3 clusters Score -83337.94 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -83440.335938 Penalty: 2188.742188
	Iteration 5F: 3 clusters Score -83440.34 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -83517.453125 Penalty: 2188.742188
	Iteration 6Q: 3 clusters Score -83517.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -83566.867188 Penalty: 2188.742188
	Iteration 7Q: 3 clusters Score -83566.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -83595.312500 Penalty: 2188.742188
	Iteration 8Q: 3 clusters Score -83595.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -83618.757812 Penalty: 2188.742188
	Iteration 9Q: 3 clusters Score -83618.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -83631.125000 Penalty: 2188.742188
	Iteration 10Q: 3 clusters Score -83631.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -83644.382812 Penalty: 2188.742188
	Iteration 11Q: 3 clusters Score -83644.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -83649.554688 Penalty: 2188.742188
	Iteration 12Q: 3 clusters Score -83649.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -83651.796875 Penalty: 2188.742188
	Iteration 13Q: 3 clusters Score -83651.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -83653.390625 Penalty: 2188.742188
	Iteration 14Q: 3 clusters Score -83653.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -83656.109375 Penalty: 2188.742188
	Iteration 15Q: 3 clusters Score -83656.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -83656.437500 Penalty: 2188.742188
	Iteration 16Q: 3 clusters Score -83656.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -83657.171875 Penalty: 2188.742188
	Iteration 17Q: 3 clusters Score -83657.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -83657.171875 Penalty: 2188.742188
	Iteration 18F: 3 clusters Score -83657.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -10100.341797 Penalty: 936.843567
	Iteration 0F: 2 clusters Score -10100.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9376.318359 Penalty: 1873.687134
	Iteration 0F: 3 clusters Score -9376.318 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -9631.351562 Penalty: 1873.687134
	Iteration 1F: 3 clusters Score -9631.352 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -9751.347656 Penalty: 1873.687134
	Iteration 2F: 3 clusters Score -9751.348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -9824.487305 Penalty: 1873.687134
	Iteration 3F: 3 clusters Score -9824.487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -9853.003906 Penalty: 1873.687134
	Iteration 4Q: 3 clusters Score -9853.004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -9857.317383 Penalty: 1873.687134
	Iteration 5Q: 3 clusters Score -9857.317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -9884.123047 Penalty: 1873.687134
	Iteration 6Q: 3 clusters Score -9884.123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -9912.018555 Penalty: 1873.687134
	Iteration 7Q: 3 clusters Score -9912.019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -9940.868164 Penalty: 1873.687134
	Iteration 8Q: 3 clusters Score -9940.868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -9987.316406 Penalty: 1873.687134
	Iteration 9Q: 3 clusters Score -9987.316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10051.554688 Penalty: 1873.687134
	Iteration 10Q: 3 clusters Score -10051.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -10077.003906 Penalty: 1873.687134
	Iteration 11Q: 3 clusters Score -10077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10106.747070 Penalty: 1873.687134
	Iteration 12Q: 3 clusters Score -10106.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10120.972656 Penalty: 1873.687134
	Iteration 13Q: 3 clusters Score -10120.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -10131.420898 Penalty: 1873.687134
	Iteration 14Q: 3 clusters Score -10131.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -10133.310547 Penalty: 1873.687134
	Iteration 15Q: 3 clusters Score -10133.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -10146.496094 Penalty: 1873.687134
	Iteration 16Q: 3 clusters Score -10146.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -10179.489258 Penalty: 1873.687134
	Iteration 17Q: 3 clusters Score -10179.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -10289.031250 Penalty: 1873.687134
	Iteration 18Q: 3 clusters Score -10289.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -10293.242188 Penalty: 1873.687134
	Iteration 19Q: 3 clusters Score -10293.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -10334.972656 Penalty: 1873.687134
	Iteration 20F: 3 clusters Score -10334.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -10456.938477 Penalty: 1873.687134
	Iteration 21Q: 3 clusters Score -10456.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -10548.635742 Penalty: 1873.687134
	Iteration 22Q: 3 clusters Score -10548.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -10562.931641 Penalty: 1873.687134
	Iteration 23Q: 3 clusters Score -10562.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -10623.653320 Penalty: 1873.687134
	Iteration 24Q: 3 clusters Score -10623.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10629.205078 Penalty: 1873.687134
	Iteration 25Q: 3 clusters Score -10629.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10629.205078 Penalty: 1873.687134
	Iteration 26F: 3 clusters Score -10629.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 120196 members 
Mstep: Class 3 contains 6524 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38894 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6944 members 
Mstep: Class 9 contains 91473 members 
Mstep: Class 10 contains 81284 members 
Mstep: Class 11 contains 101228 members 
Mstep: Class 12 contains 55751 members 
Mstep: Class 13 contains 4992 members 
Mstep: Class 14 contains 95939 members 
Mstep: Class 15 contains 3077 members 
Mstep: Class 16 contains 1378 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 20 contains 20786 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1645 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10080 members 
Mstep: Class 25 contains 101612 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6693 members 
Mstep: Class 28 contains 2978 members 
Mstep: Class 29 contains 3681 members 
Mstep: Class 30 contains 1911 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 122 members 
Mstep: Class 33 contains 14004 members 
Mstep: Class 34 contains 10174 members 
Mstep: Class 35 contains 9727 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90929 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1225 members 
Mstep: Class 40 contains 7636 members 
Mstep: Class 41 contains 1697 members 
Mstep: Class 42 contains 197 members 
Entering Unmasked Estep 
Score: -111780032.000000 Penalty: 93710.203125
Splitting cluster 32 changes total score from -111780624.000000 to -111780032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (14004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Entering Unmasked Estep 
Score: -1749921.250000 Penalty: 1551.403442
	Iteration 0F: 2 clusters Score -1749921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1740233.000000 Penalty: 3102.806885
	Iteration 0F: 3 clusters Score -1740233 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1743591.500000 Penalty: 3102.806885
	Iteration 1F: 3 clusters Score -1743592 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1743971.625000 Penalty: 3102.806885
	Iteration 2F: 3 clusters Score -1743972 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1744389.875000 Penalty: 3102.806885
	Iteration 3F: 3 clusters Score -1744390 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1744856.625000 Penalty: 3102.806885
	Iteration 4F: 3 clusters Score -1744857 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1745372.250000 Penalty: 3102.806885
	Iteration 5F: 3 clusters Score -1745372 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1745945.375000 Penalty: 3102.806885
	Iteration 6F: 3 clusters Score -1745945 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1746511.875000 Penalty: 3102.806885
	Iteration 7F: 3 clusters Score -1746512 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1746996.625000 Penalty: 3102.806885
	Iteration 8F: 3 clusters Score -1746997 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1747331.250000 Penalty: 3102.806885
	Iteration 9Q: 3 clusters Score -1747331 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1747585.125000 Penalty: 3102.806885
	Iteration 10Q: 3 clusters Score -1747585 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1747754.625000 Penalty: 3102.806885
	Iteration 11Q: 3 clusters Score -1747755 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1747867.875000 Penalty: 3102.806885
	Iteration 12Q: 3 clusters Score -1747868 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1747937.375000 Penalty: 3102.806885
	Iteration 13Q: 3 clusters Score -1747937 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1747976.250000 Penalty: 3102.806885
	Iteration 14Q: 3 clusters Score -1747976 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1748020.000000 Penalty: 3102.806885
	Iteration 15Q: 3 clusters Score -1748020 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1748052.625000 Penalty: 3102.806885
	Iteration 16Q: 3 clusters Score -1748053 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1748069.625000 Penalty: 3102.806885
	Iteration 17Q: 3 clusters Score -1748070 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1748086.500000 Penalty: 3102.806885
	Iteration 18Q: 3 clusters Score -1748086 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1748090.125000 Penalty: 3102.806885
	Iteration 19Q: 3 clusters Score -1748090 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1748091.500000 Penalty: 3102.806885
	Iteration 20F: 3 clusters Score -1748092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1748094.000000 Penalty: 3102.806885
	Iteration 21Q: 3 clusters Score -1748094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1748099.750000 Penalty: 3102.806885
	Iteration 22Q: 3 clusters Score -1748100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1748099.375000 Penalty: 3102.806885
	Iteration 23Q: 3 clusters Score -1748099 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1748108.500000 Penalty: 3102.806885
	Iteration 24Q: 3 clusters Score -1748108 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1748107.875000 Penalty: 3102.806885
	Iteration 25Q: 3 clusters Score -1748108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1748112.125000 Penalty: 3102.806885
	Iteration 26Q: 3 clusters Score -1748112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1748110.750000 Penalty: 3102.806885
	Iteration 27Q: 3 clusters Score -1748111 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1748112.250000 Penalty: 3102.806885
	Iteration 28Q: 3 clusters Score -1748112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1748116.875000 Penalty: 3102.806885
	Iteration 29Q: 3 clusters Score -1748117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1748124.125000 Penalty: 3102.806885
	Iteration 30Q: 3 clusters Score -1748124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1748124.375000 Penalty: 3102.806885
	Iteration 31Q: 3 clusters Score -1748124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1748127.500000 Penalty: 3102.806885
	Iteration 32Q: 3 clusters Score -1748128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1748124.750000 Penalty: 3102.806885
	Iteration 33Q: 3 clusters Score -1748125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1748121.500000 Penalty: 3102.806885
	Iteration 34Q: 3 clusters Score -1748122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1748122.750000 Penalty: 3102.806885
	Iteration 35Q: 3 clusters Score -1748123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1748126.125000 Penalty: 3102.806885
	Iteration 36Q: 3 clusters Score -1748126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1748126.375000 Penalty: 3102.806885
	Iteration 37Q: 3 clusters Score -1748126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1748128.250000 Penalty: 3102.806885
	Iteration 38Q: 3 clusters Score -1748128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1748132.125000 Penalty: 3102.806885
	Iteration 39Q: 3 clusters Score -1748132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1748132.875000 Penalty: 3102.806885
	Iteration 40F: 3 clusters Score -1748133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1748133.375000 Penalty: 3102.806885
	Iteration 41Q: 3 clusters Score -1748133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1748132.375000 Penalty: 3102.806885
	Iteration 42Q: 3 clusters Score -1748132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1748133.875000 Penalty: 3102.806885
	Iteration 43Q: 3 clusters Score -1748134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1748135.875000 Penalty: 3102.806885
	Iteration 44Q: 3 clusters Score -1748136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1748133.500000 Penalty: 3102.806885
	Iteration 45Q: 3 clusters Score -1748134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1748131.250000 Penalty: 3102.806885
	Iteration 46Q: 3 clusters Score -1748131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1748136.875000 Penalty: 3102.806885
	Iteration 47Q: 3 clusters Score -1748137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1748140.125000 Penalty: 3102.806885
	Iteration 48Q: 3 clusters Score -1748140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1748137.125000 Penalty: 3102.806885
	Iteration 49Q: 3 clusters Score -1748137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1748138.500000 Penalty: 3102.806885
	Iteration 50Q: 3 clusters Score -1748138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1748141.500000 Penalty: 3102.806885
	Iteration 51Q: 3 clusters Score -1748142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1748142.250000 Penalty: 3102.806885
	Iteration 52Q: 3 clusters Score -1748142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1748142.750000 Penalty: 3102.806885
	Iteration 53Q: 3 clusters Score -1748143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1748146.750000 Penalty: 3102.806885
	Iteration 54Q: 3 clusters Score -1748147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1748148.625000 Penalty: 3102.806885
	Iteration 55Q: 3 clusters Score -1748149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1748149.750000 Penalty: 3102.806885
	Iteration 56Q: 3 clusters Score -1748150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1748145.875000 Penalty: 3102.806885
	Iteration 57Q: 3 clusters Score -1748146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1748144.625000 Penalty: 3102.806885
	Iteration 58Q: 3 clusters Score -1748145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1748147.625000 Penalty: 3102.806885
	Iteration 59Q: 3 clusters Score -1748148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1748144.875000 Penalty: 3102.806885
	Iteration 60F: 3 clusters Score -1748145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1748143.000000 Penalty: 3102.806885
	Iteration 61Q: 3 clusters Score -1748143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1748145.875000 Penalty: 3102.806885
	Iteration 62Q: 3 clusters Score -1748146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1748146.375000 Penalty: 3102.806885
	Iteration 63Q: 3 clusters Score -1748146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1748144.875000 Penalty: 3102.806885
	Iteration 64Q: 3 clusters Score -1748145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1748144.875000 Penalty: 3102.806885
	Iteration 65Q: 3 clusters Score -1748145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1748145.750000 Penalty: 3102.806885
	Iteration 66Q: 3 clusters Score -1748146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1748143.875000 Penalty: 3102.806885
	Iteration 67Q: 3 clusters Score -1748144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1748142.875000 Penalty: 3102.806885
	Iteration 68Q: 3 clusters Score -1748143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1748143.500000 Penalty: 3102.806885
	Iteration 69Q: 3 clusters Score -1748144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1748143.250000 Penalty: 3102.806885
	Iteration 70Q: 3 clusters Score -1748143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1748146.125000 Penalty: 3102.806885
	Iteration 71Q: 3 clusters Score -1748146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1748144.125000 Penalty: 3102.806885
	Iteration 72Q: 3 clusters Score -1748144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1748144.125000 Penalty: 3102.806885
	Iteration 73Q: 3 clusters Score -1748144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1748143.750000 Penalty: 3102.806885
	Iteration 74Q: 3 clusters Score -1748144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1748146.250000 Penalty: 3102.806885
	Iteration 75Q: 3 clusters Score -1748146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1748150.125000 Penalty: 3102.806885
	Iteration 76Q: 3 clusters Score -1748150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1748147.125000 Penalty: 3102.806885
	Iteration 77Q: 3 clusters Score -1748147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1748150.500000 Penalty: 3102.806885
	Iteration 78Q: 3 clusters Score -1748150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1748152.125000 Penalty: 3102.806885
	Iteration 79Q: 3 clusters Score -1748152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1748156.375000 Penalty: 3102.806885
	Iteration 80F: 3 clusters Score -1748156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1748161.500000 Penalty: 3102.806885
	Iteration 81Q: 3 clusters Score -1748162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1748169.375000 Penalty: 3102.806885
	Iteration 82Q: 3 clusters Score -1748169 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1748168.625000 Penalty: 3102.806885
	Iteration 83Q: 3 clusters Score -1748169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1748166.500000 Penalty: 3102.806885
	Iteration 84Q: 3 clusters Score -1748166 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1748167.375000 Penalty: 3102.806885
	Iteration 85Q: 3 clusters Score -1748167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1748173.250000 Penalty: 3102.806885
	Iteration 86Q: 3 clusters Score -1748173 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1748172.750000 Penalty: 3102.806885
	Iteration 87Q: 3 clusters Score -1748173 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1748178.750000 Penalty: 3102.806885
	Iteration 88Q: 3 clusters Score -1748179 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1748177.000000 Penalty: 3102.806885
	Iteration 89Q: 3 clusters Score -1748177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1748183.125000 Penalty: 3102.806885
	Iteration 90Q: 3 clusters Score -1748183 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1748185.500000 Penalty: 3102.806885
	Iteration 91Q: 3 clusters Score -1748186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1748190.500000 Penalty: 3102.806885
	Iteration 92Q: 3 clusters Score -1748190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1748190.500000 Penalty: 3102.806885
	Iteration 93Q: 3 clusters Score -1748190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1748191.375000 Penalty: 3102.806885
	Iteration 94Q: 3 clusters Score -1748191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1748189.750000 Penalty: 3102.806885
	Iteration 95Q: 3 clusters Score -1748190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1748190.125000 Penalty: 3102.806885
	Iteration 96Q: 3 clusters Score -1748190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1748188.750000 Penalty: 3102.806885
	Iteration 97Q: 3 clusters Score -1748189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1748189.000000 Penalty: 3102.806885
	Iteration 98Q: 3 clusters Score -1748189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1748188.500000 Penalty: 3102.806885
	Iteration 99Q: 3 clusters Score -1748188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1748188.750000 Penalty: 3102.806885
	Iteration 100F: 3 clusters Score -1748189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1748189.375000 Penalty: 3102.806885
	Iteration 101Q: 3 clusters Score -1748189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1748189.875000 Penalty: 3102.806885
	Iteration 102Q: 3 clusters Score -1748190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1748190.000000 Penalty: 3102.806885
	Iteration 103Q: 3 clusters Score -1748190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1748190.000000 Penalty: 3102.806885
	Iteration 104F: 3 clusters Score -1748190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Entering Unmasked Estep 
Score: -1280620.500000 Penalty: 1499.483521
	Iteration 0F: 2 clusters Score -1280620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1273382.625000 Penalty: 2998.967041
	Iteration 0F: 3 clusters Score -1273383 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1275741.500000 Penalty: 2998.967041
	Iteration 1F: 3 clusters Score -1275742 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1275952.750000 Penalty: 2998.967041
	Iteration 2F: 3 clusters Score -1275953 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1276120.750000 Penalty: 2998.967041
	Iteration 3Q: 3 clusters Score -1276121 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1276242.000000 Penalty: 2998.967041
	Iteration 4Q: 3 clusters Score -1276242 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1276341.250000 Penalty: 2998.967041
	Iteration 5Q: 3 clusters Score -1276341 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1276451.500000 Penalty: 2998.967041
	Iteration 6Q: 3 clusters Score -1276452 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1276545.750000 Penalty: 2998.967041
	Iteration 7Q: 3 clusters Score -1276546 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1276643.750000 Penalty: 2998.967041
	Iteration 8Q: 3 clusters Score -1276644 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1276726.000000 Penalty: 2998.967041
	Iteration 9Q: 3 clusters Score -1276726 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1276803.625000 Penalty: 2998.967041
	Iteration 10Q: 3 clusters Score -1276804 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1276878.625000 Penalty: 2998.967041
	Iteration 11Q: 3 clusters Score -1276879 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1276949.500000 Penalty: 2998.967041
	Iteration 12Q: 3 clusters Score -1276950 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1277014.250000 Penalty: 2998.967041
	Iteration 13Q: 3 clusters Score -1277014 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1277070.125000 Penalty: 2998.967041
	Iteration 14Q: 3 clusters Score -1277070 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1277123.875000 Penalty: 2998.967041
	Iteration 15Q: 3 clusters Score -1277124 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1277177.000000 Penalty: 2998.967041
	Iteration 16Q: 3 clusters Score -1277177 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1277227.375000 Penalty: 2998.967041
	Iteration 17Q: 3 clusters Score -1277227 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1277275.000000 Penalty: 2998.967041
	Iteration 18Q: 3 clusters Score -1277275 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1277334.125000 Penalty: 2998.967041
	Iteration 19Q: 3 clusters Score -1277334 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1277407.625000 Penalty: 2998.967041
	Iteration 20F: 3 clusters Score -1277408 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1277471.000000 Penalty: 2998.967041
	Iteration 21Q: 3 clusters Score -1277471 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1277547.250000 Penalty: 2998.967041
	Iteration 22Q: 3 clusters Score -1277547 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1277621.125000 Penalty: 2998.967041
	Iteration 23Q: 3 clusters Score -1277621 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1277689.500000 Penalty: 2998.967041
	Iteration 24Q: 3 clusters Score -1277690 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1277776.750000 Penalty: 2998.967041
	Iteration 25Q: 3 clusters Score -1277777 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1277862.625000 Penalty: 2998.967041
	Iteration 26Q: 3 clusters Score -1277863 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1277956.250000 Penalty: 2998.967041
	Iteration 27Q: 3 clusters Score -1277956 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1278056.000000 Penalty: 2998.967041
	Iteration 28Q: 3 clusters Score -1278056 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1278160.500000 Penalty: 2998.967041
	Iteration 29Q: 3 clusters Score -1278160 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1278274.000000 Penalty: 2998.967041
	Iteration 30Q: 3 clusters Score -1278274 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1278400.000000 Penalty: 2998.967041
	Iteration 31Q: 3 clusters Score -1278400 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1278521.500000 Penalty: 2998.967041
	Iteration 32Q: 3 clusters Score -1278522 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1278631.375000 Penalty: 2998.967041
	Iteration 33Q: 3 clusters Score -1278631 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1278709.125000 Penalty: 2998.967041
	Iteration 34Q: 3 clusters Score -1278709 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1278787.625000 Penalty: 2998.967041
	Iteration 35Q: 3 clusters Score -1278788 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1278876.500000 Penalty: 2998.967041
	Iteration 36Q: 3 clusters Score -1278876 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1278963.875000 Penalty: 2998.967041
	Iteration 37Q: 3 clusters Score -1278964 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1279037.000000 Penalty: 2998.967041
	Iteration 38Q: 3 clusters Score -1279037 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1279104.625000 Penalty: 2998.967041
	Iteration 39Q: 3 clusters Score -1279105 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1279156.250000 Penalty: 2998.967041
	Iteration 40F: 3 clusters Score -1279156 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1279192.750000 Penalty: 2998.967041
	Iteration 41Q: 3 clusters Score -1279193 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1279220.250000 Penalty: 2998.967041
	Iteration 42Q: 3 clusters Score -1279220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1279239.625000 Penalty: 2998.967041
	Iteration 43Q: 3 clusters Score -1279240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1279250.125000 Penalty: 2998.967041
	Iteration 44Q: 3 clusters Score -1279250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1279258.500000 Penalty: 2998.967041
	Iteration 45Q: 3 clusters Score -1279258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1279268.000000 Penalty: 2998.967041
	Iteration 46Q: 3 clusters Score -1279268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1279273.500000 Penalty: 2998.967041
	Iteration 47Q: 3 clusters Score -1279274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1279277.625000 Penalty: 2998.967041
	Iteration 48Q: 3 clusters Score -1279278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1279281.000000 Penalty: 2998.967041
	Iteration 49Q: 3 clusters Score -1279281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1279280.750000 Penalty: 2998.967041
	Iteration 50Q: 3 clusters Score -1279281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1279280.625000 Penalty: 2998.967041
	Iteration 51Q: 3 clusters Score -1279281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1279281.500000 Penalty: 2998.967041
	Iteration 52Q: 3 clusters Score -1279282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1279287.125000 Penalty: 2998.967041
	Iteration 53Q: 3 clusters Score -1279287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1279287.625000 Penalty: 2998.967041
	Iteration 54Q: 3 clusters Score -1279288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1279291.625000 Penalty: 2998.967041
	Iteration 55Q: 3 clusters Score -1279292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1279294.125000 Penalty: 2998.967041
	Iteration 56Q: 3 clusters Score -1279294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1279298.625000 Penalty: 2998.967041
	Iteration 57Q: 3 clusters Score -1279299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1279301.000000 Penalty: 2998.967041
	Iteration 58Q: 3 clusters Score -1279301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1279301.125000 Penalty: 2998.967041
	Iteration 59Q: 3 clusters Score -1279301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1279305.250000 Penalty: 2998.967041
	Iteration 60F: 3 clusters Score -1279305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1279306.750000 Penalty: 2998.967041
	Iteration 61Q: 3 clusters Score -1279307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1279306.500000 Penalty: 2998.967041
	Iteration 62Q: 3 clusters Score -1279306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1279307.375000 Penalty: 2998.967041
	Iteration 63Q: 3 clusters Score -1279307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1279315.375000 Penalty: 2998.967041
	Iteration 64Q: 3 clusters Score -1279315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1279316.250000 Penalty: 2998.967041
	Iteration 65Q: 3 clusters Score -1279316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1279317.875000 Penalty: 2998.967041
	Iteration 66Q: 3 clusters Score -1279318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1279315.875000 Penalty: 2998.967041
	Iteration 67Q: 3 clusters Score -1279316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1279315.875000 Penalty: 2998.967041
	Iteration 68F: 3 clusters Score -1279316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Entering Unmasked Estep 
Score: -1204975.875000 Penalty: 1492.182373
	Iteration 0F: 2 clusters Score -1204976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1197972.625000 Penalty: 2984.364746
	Iteration 0F: 3 clusters Score -1197973 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1200187.375000 Penalty: 2984.364746
	Iteration 1F: 3 clusters Score -1200187 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1200483.250000 Penalty: 2984.364746
	Iteration 2F: 3 clusters Score -1200483 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1200769.250000 Penalty: 2984.364746
	Iteration 3F: 3 clusters Score -1200769 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1201076.750000 Penalty: 2984.364746
	Iteration 4F: 3 clusters Score -1201077 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1201428.000000 Penalty: 2984.364746
	Iteration 5F: 3 clusters Score -1201428 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1201835.750000 Penalty: 2984.364746
	Iteration 6F: 3 clusters Score -1201836 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1202238.125000 Penalty: 2984.364746
	Iteration 7F: 3 clusters Score -1202238 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1202551.375000 Penalty: 2984.364746
	Iteration 8Q: 3 clusters Score -1202551 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1202779.875000 Penalty: 2984.364746
	Iteration 9Q: 3 clusters Score -1202780 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1202948.875000 Penalty: 2984.364746
	Iteration 10Q: 3 clusters Score -1202949 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1203104.500000 Penalty: 2984.364746
	Iteration 11Q: 3 clusters Score -1203104 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1203235.875000 Penalty: 2984.364746
	Iteration 12Q: 3 clusters Score -1203236 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1203362.625000 Penalty: 2984.364746
	Iteration 13Q: 3 clusters Score -1203363 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1203482.500000 Penalty: 2984.364746
	Iteration 14Q: 3 clusters Score -1203482 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1203577.250000 Penalty: 2984.364746
	Iteration 15Q: 3 clusters Score -1203577 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1203666.000000 Penalty: 2984.364746
	Iteration 16Q: 3 clusters Score -1203666 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1203728.875000 Penalty: 2984.364746
	Iteration 17Q: 3 clusters Score -1203729 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1203772.875000 Penalty: 2984.364746
	Iteration 18Q: 3 clusters Score -1203773 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1203799.250000 Penalty: 2984.364746
	Iteration 19Q: 3 clusters Score -1203799 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1203821.000000 Penalty: 2984.364746
	Iteration 20F: 3 clusters Score -1203821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1203836.000000 Penalty: 2984.364746
	Iteration 21Q: 3 clusters Score -1203836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1203851.375000 Penalty: 2984.364746
	Iteration 22Q: 3 clusters Score -1203851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1203864.125000 Penalty: 2984.364746
	Iteration 23Q: 3 clusters Score -1203864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1203872.250000 Penalty: 2984.364746
	Iteration 24Q: 3 clusters Score -1203872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1203873.250000 Penalty: 2984.364746
	Iteration 25Q: 3 clusters Score -1203873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1203874.375000 Penalty: 2984.364746
	Iteration 26Q: 3 clusters Score -1203874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1203877.875000 Penalty: 2984.364746
	Iteration 27Q: 3 clusters Score -1203878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1203877.875000 Penalty: 2984.364746
	Iteration 28Q: 3 clusters Score -1203878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1203878.750000 Penalty: 2984.364746
	Iteration 29Q: 3 clusters Score -1203879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1203877.500000 Penalty: 2984.364746
	Iteration 30Q: 3 clusters Score -1203878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1203877.500000 Penalty: 2984.364746
	Iteration 31F: 3 clusters Score -1203878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -49891.843750 Penalty: 986.869751
	Iteration 0F: 2 clusters Score -49891.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -48964.515625 Penalty: 1973.739502
	Iteration 0F: 3 clusters Score -48964.52 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49125.941406 Penalty: 1973.739502
	Iteration 1F: 3 clusters Score -49125.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -49188.937500 Penalty: 1973.739502
	Iteration 2F: 3 clusters Score -49188.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -49231.070312 Penalty: 1973.739502
	Iteration 3Q: 3 clusters Score -49231.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -49259.187500 Penalty: 1973.739502
	Iteration 4Q: 3 clusters Score -49259.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -49284.117188 Penalty: 1973.739502
	Iteration 5Q: 3 clusters Score -49284.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -49306.339844 Penalty: 1973.739502
	Iteration 6Q: 3 clusters Score -49306.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -49315.054688 Penalty: 1973.739502
	Iteration 7Q: 3 clusters Score -49315.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -49324.972656 Penalty: 1973.739502
	Iteration 8Q: 3 clusters Score -49324.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -49332.773438 Penalty: 1973.739502
	Iteration 9Q: 3 clusters Score -49332.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -49334.351562 Penalty: 1973.739502
	Iteration 10Q: 3 clusters Score -49334.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -49337.058594 Penalty: 1973.739502
	Iteration 11Q: 3 clusters Score -49337.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -49337.058594 Penalty: 1973.739502
	Iteration 12F: 3 clusters Score -49337.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (90929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90929 members 
Entering Unmasked Estep 
Score: -11457010.000000 Penalty: 1855.398071
	Iteration 0F: 2 clusters Score -1.145701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -11397292.000000 Penalty: 3710.796143
	Iteration 0F: 3 clusters Score -1.139729e+07 nChanged 43490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -11422904.000000 Penalty: 3710.796143
	Iteration 1F: 3 clusters Score -1.14229e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 46528 members 
Entering Unmasked Estep 
Score: -11423919.000000 Penalty: 3710.796143
	Iteration 2Q: 3 clusters Score -1.142392e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -11425268.000000 Penalty: 3710.796143
	Iteration 3Q: 3 clusters Score -1.142527e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 49512 members 
Entering Unmasked Estep 
Score: -11427476.000000 Penalty: 3710.796143
	Iteration 4Q: 3 clusters Score -1.142748e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -11431015.000000 Penalty: 3710.796143
	Iteration 5F: 3 clusters Score -1.143102e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 55757 members 
Entering Unmasked Estep 
Score: -11435549.000000 Penalty: 3710.796143
	Iteration 6F: 3 clusters Score -1.143555e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 59612 members 
Entering Unmasked Estep 
Score: -11440481.000000 Penalty: 3710.796143
	Iteration 7F: 3 clusters Score -1.144048e+07 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 63177 members 
Entering Unmasked Estep 
Score: -11445031.000000 Penalty: 3710.796143
	Iteration 8F: 3 clusters Score -1.144503e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 66006 members 
Entering Unmasked Estep 
Score: -11448250.000000 Penalty: 3710.796143
	Iteration 9Q: 3 clusters Score -1.144825e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 68324 members 
Entering Unmasked Estep 
Score: -11450246.000000 Penalty: 3710.796143
	Iteration 10Q: 3 clusters Score -1.145025e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 70329 members 
Entering Unmasked Estep 
Score: -11451443.000000 Penalty: 3710.796143
	Iteration 11Q: 3 clusters Score -1.145144e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 72091 members 
Entering Unmasked Estep 
Score: -11452212.000000 Penalty: 3710.796143
	Iteration 12Q: 3 clusters Score -1.145221e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 73726 members 
Entering Unmasked Estep 
Score: -11452809.000000 Penalty: 3710.796143
	Iteration 13Q: 3 clusters Score -1.145281e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 75251 members 
Entering Unmasked Estep 
Score: -11453363.000000 Penalty: 3710.796143
	Iteration 14Q: 3 clusters Score -1.145336e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 76670 members 
Entering Unmasked Estep 
Score: -11453828.000000 Penalty: 3710.796143
	Iteration 15Q: 3 clusters Score -1.145383e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 78016 members 
Entering Unmasked Estep 
Score: -11454168.000000 Penalty: 3710.796143
	Iteration 16Q: 3 clusters Score -1.145417e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 79246 members 
Entering Unmasked Estep 
Score: -11454533.000000 Penalty: 3710.796143
	Iteration 17Q: 3 clusters Score -1.145453e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 80395 members 
Entering Unmasked Estep 
Score: -11454809.000000 Penalty: 3710.796143
	Iteration 18Q: 3 clusters Score -1.145481e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 81481 members 
Entering Unmasked Estep 
Score: -11455042.000000 Penalty: 3710.796143
	Iteration 19Q: 3 clusters Score -1.145504e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 82461 members 
Entering Unmasked Estep 
Score: -11455342.000000 Penalty: 3710.796143
	Iteration 20F: 3 clusters Score -1.145534e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 83363 members 
Entering Unmasked Estep 
Score: -11455513.000000 Penalty: 3710.796143
	Iteration 21Q: 3 clusters Score -1.145551e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 84173 members 
Entering Unmasked Estep 
Score: -11455667.000000 Penalty: 3710.796143
	Iteration 22Q: 3 clusters Score -1.145567e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 84908 members 
Entering Unmasked Estep 
Score: -11455783.000000 Penalty: 3710.796143
	Iteration 23Q: 3 clusters Score -1.145578e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 85588 members 
Entering Unmasked Estep 
Score: -11455884.000000 Penalty: 3710.796143
	Iteration 24Q: 3 clusters Score -1.145588e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 86154 members 
Entering Unmasked Estep 
Score: -11455898.000000 Penalty: 3710.796143
	Iteration 25Q: 3 clusters Score -1.14559e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 86640 members 
Entering Unmasked Estep 
Score: -11455950.000000 Penalty: 3710.796143
	Iteration 26Q: 3 clusters Score -1.145595e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 87087 members 
Entering Unmasked Estep 
Score: -11456000.000000 Penalty: 3710.796143
	Iteration 27Q: 3 clusters Score -1.1456e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 87479 members 
Entering Unmasked Estep 
Score: -11456117.000000 Penalty: 3710.796143
	Iteration 28Q: 3 clusters Score -1.145612e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 87795 members 
Entering Unmasked Estep 
Score: -11456144.000000 Penalty: 3710.796143
	Iteration 29Q: 3 clusters Score -1.145614e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 88064 members 
Entering Unmasked Estep 
Score: -11456139.000000 Penalty: 3710.796143
	Iteration 30Q: 3 clusters Score -1.145614e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 88285 members 
Entering Unmasked Estep 
Score: -11456112.000000 Penalty: 3710.796143
	Iteration 31Q: 3 clusters Score -1.145611e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 88456 members 
Entering Unmasked Estep 
Score: -11456096.000000 Penalty: 3710.796143
	Iteration 32Q: 3 clusters Score -1.14561e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 88601 members 
Entering Unmasked Estep 
Score: -11456111.000000 Penalty: 3710.796143
	Iteration 33Q: 3 clusters Score -1.145611e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 88718 members 
Entering Unmasked Estep 
Score: -11456138.000000 Penalty: 3710.796143
	Iteration 34Q: 3 clusters Score -1.145614e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 88820 members 
Entering Unmasked Estep 
Score: -11456147.000000 Penalty: 3710.796143
	Iteration 35Q: 3 clusters Score -1.145615e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 88917 members 
Entering Unmasked Estep 
Score: -11456158.000000 Penalty: 3710.796143
	Iteration 36Q: 3 clusters Score -1.145616e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 89003 members 
Entering Unmasked Estep 
Score: -11456139.000000 Penalty: 3710.796143
	Iteration 37Q: 3 clusters Score -1.145614e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 89085 members 
Entering Unmasked Estep 
Score: -11456131.000000 Penalty: 3710.796143
	Iteration 38Q: 3 clusters Score -1.145613e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 89146 members 
Entering Unmasked Estep 
Score: -11456117.000000 Penalty: 3710.796143
	Iteration 39Q: 3 clusters Score -1.145612e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 89209 members 
Entering Unmasked Estep 
Score: -11456104.000000 Penalty: 3710.796143
	Iteration 40F: 3 clusters Score -1.14561e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 89260 members 
Entering Unmasked Estep 
Score: -11456091.000000 Penalty: 3710.796143
	Iteration 41Q: 3 clusters Score -1.145609e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 89304 members 
Entering Unmasked Estep 
Score: -11456100.000000 Penalty: 3710.796143
	Iteration 42Q: 3 clusters Score -1.14561e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 89335 members 
Entering Unmasked Estep 
Score: -11456093.000000 Penalty: 3710.796143
	Iteration 43Q: 3 clusters Score -1.145609e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 89370 members 
Entering Unmasked Estep 
Score: -11456086.000000 Penalty: 3710.796143
	Iteration 44Q: 3 clusters Score -1.145609e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 89399 members 
Entering Unmasked Estep 
Score: -11456104.000000 Penalty: 3710.796143
	Iteration 45Q: 3 clusters Score -1.14561e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 89430 members 
Entering Unmasked Estep 
Score: -11456111.000000 Penalty: 3710.796143
	Iteration 46Q: 3 clusters Score -1.145611e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 89467 members 
Entering Unmasked Estep 
Score: -11456095.000000 Penalty: 3710.796143
	Iteration 47Q: 3 clusters Score -1.14561e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 89497 members 
Entering Unmasked Estep 
Score: -11456086.000000 Penalty: 3710.796143
	Iteration 48Q: 3 clusters Score -1.145609e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 89531 members 
Entering Unmasked Estep 
Score: -11456089.000000 Penalty: 3710.796143
	Iteration 49Q: 3 clusters Score -1.145609e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 89561 members 
Entering Unmasked Estep 
Score: -11456101.000000 Penalty: 3710.796143
	Iteration 50Q: 3 clusters Score -1.14561e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 89586 members 
Entering Unmasked Estep 
Score: -11456079.000000 Penalty: 3710.796143
	Iteration 51Q: 3 clusters Score -1.145608e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 89602 members 
Entering Unmasked Estep 
Score: -11456063.000000 Penalty: 3710.796143
	Iteration 52Q: 3 clusters Score -1.145606e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 89622 members 
Entering Unmasked Estep 
Score: -11456054.000000 Penalty: 3710.796143
	Iteration 53Q: 3 clusters Score -1.145605e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 89640 members 
Entering Unmasked Estep 
Score: -11456078.000000 Penalty: 3710.796143
	Iteration 54Q: 3 clusters Score -1.145608e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 89651 members 
Entering Unmasked Estep 
Score: -11456071.000000 Penalty: 3710.796143
	Iteration 55Q: 3 clusters Score -1.145607e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 89662 members 
Entering Unmasked Estep 
Score: -11456058.000000 Penalty: 3710.796143
	Iteration 56Q: 3 clusters Score -1.145606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 89672 members 
Entering Unmasked Estep 
Score: -11456052.000000 Penalty: 3710.796143
	Iteration 57Q: 3 clusters Score -1.145605e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 89685 members 
Entering Unmasked Estep 
Score: -11456037.000000 Penalty: 3710.796143
	Iteration 58Q: 3 clusters Score -1.145604e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 89701 members 
Entering Unmasked Estep 
Score: -11456046.000000 Penalty: 3710.796143
	Iteration 59Q: 3 clusters Score -1.145605e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 89711 members 
Entering Unmasked Estep 
Score: -11456044.000000 Penalty: 3710.796143
	Iteration 60F: 3 clusters Score -1.145604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 89723 members 
Entering Unmasked Estep 
Score: -11456065.000000 Penalty: 3710.796143
	Iteration 61Q: 3 clusters Score -1.145606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 89731 members 
Entering Unmasked Estep 
Score: -11456059.000000 Penalty: 3710.796143
	Iteration 62Q: 3 clusters Score -1.145606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 89740 members 
Entering Unmasked Estep 
Score: -11456057.000000 Penalty: 3710.796143
	Iteration 63Q: 3 clusters Score -1.145606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 89750 members 
Entering Unmasked Estep 
Score: -11456066.000000 Penalty: 3710.796143
	Iteration 64Q: 3 clusters Score -1.145607e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 89758 members 
Entering Unmasked Estep 
Score: -11456062.000000 Penalty: 3710.796143
	Iteration 65Q: 3 clusters Score -1.145606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 89764 members 
Entering Unmasked Estep 
Score: -11456053.000000 Penalty: 3710.796143
	Iteration 66Q: 3 clusters Score -1.145605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 89769 members 
Entering Unmasked Estep 
Score: -11456064.000000 Penalty: 3710.796143
	Iteration 67Q: 3 clusters Score -1.145606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 89776 members 
Entering Unmasked Estep 
Score: -11456050.000000 Penalty: 3710.796143
	Iteration 68Q: 3 clusters Score -1.145605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 89782 members 
Entering Unmasked Estep 
Score: -11456041.000000 Penalty: 3710.796143
	Iteration 69Q: 3 clusters Score -1.145604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 89785 members 
Entering Unmasked Estep 
Score: -11456052.000000 Penalty: 3710.796143
	Iteration 70Q: 3 clusters Score -1.145605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 89787 members 
Entering Unmasked Estep 
Score: -11456050.000000 Penalty: 3710.796143
	Iteration 71Q: 3 clusters Score -1.145605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 89787 members 
Entering Unmasked Estep 
Score: -11456050.000000 Penalty: 3710.796143
	Iteration 72F: 3 clusters Score -1.145605e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -47823.988281 Penalty: 1011.812195
	Iteration 0F: 2 clusters Score -47823.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46907.539062 Penalty: 2023.624390
	Iteration 0F: 3 clusters Score -46907.54 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47236.980469 Penalty: 2023.624390
	Iteration 1F: 3 clusters Score -47236.98 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47394.156250 Penalty: 2023.624390
	Iteration 2F: 3 clusters Score -47394.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -47573.113281 Penalty: 2023.624390
	Iteration 3F: 3 clusters Score -47573.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -47656.496094 Penalty: 2023.624390
	Iteration 4Q: 3 clusters Score -47656.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -47725.488281 Penalty: 2023.624390
	Iteration 5Q: 3 clusters Score -47725.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -47770.089844 Penalty: 2023.624390
	Iteration 6Q: 3 clusters Score -47770.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -47810.750000 Penalty: 2023.624390
	Iteration 7Q: 3 clusters Score -47810.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -47831.371094 Penalty: 2023.624390
	Iteration 8Q: 3 clusters Score -47831.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -47835.585938 Penalty: 2023.624390
	Iteration 9Q: 3 clusters Score -47835.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47836.902344 Penalty: 2023.624390
	Iteration 10Q: 3 clusters Score -47836.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47836.902344 Penalty: 2023.624390
	Iteration 11F: 3 clusters Score -47836.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 120196 members 
Mstep: Class 3 contains 6524 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38894 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6944 members 
Mstep: Class 9 contains 91473 members 
Mstep: Class 10 contains 81284 members 
Mstep: Class 11 contains 101228 members 
Mstep: Class 12 contains 55751 members 
Mstep: Class 13 contains 4992 members 
Mstep: Class 14 contains 95939 members 
Mstep: Class 15 contains 3077 members 
Mstep: Class 16 contains 1378 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 20 contains 20786 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1645 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10080 members 
Mstep: Class 25 contains 101612 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6693 members 
Mstep: Class 28 contains 2978 members 
Mstep: Class 29 contains 3681 members 
Mstep: Class 30 contains 1911 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 14004 members 
Mstep: Class 34 contains 10174 members 
Mstep: Class 35 contains 9727 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90929 members 
Mstep: Class 38 contains 278 members 
Mstep: Class 39 contains 1225 members 
Mstep: Class 40 contains 7636 members 
Mstep: Class 41 contains 1697 members 
Mstep: Class 42 contains 228 members 
Entering Unmasked Estep 
Score: -111779560.000000 Penalty: 93710.203125
Splitting cluster 38 changes total score from -111780624.000000 to -111779560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (1225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Entering Unmasked Estep 
Score: -135796.000000 Penalty: 1155.488159
	Iteration 0F: 2 clusters Score -135796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -134218.734375 Penalty: 2310.976318
	Iteration 0F: 3 clusters Score -134218.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -134610.359375 Penalty: 2310.976318
	Iteration 1F: 3 clusters Score -134610.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -134811.375000 Penalty: 2310.976318
	Iteration 2F: 3 clusters Score -134811.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -134952.093750 Penalty: 2310.976318
	Iteration 3F: 3 clusters Score -134952.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -135079.593750 Penalty: 2310.976318
	Iteration 4F: 3 clusters Score -135079.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -135180.109375 Penalty: 2310.976318
	Iteration 5Q: 3 clusters Score -135180.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -135242.562500 Penalty: 2310.976318
	Iteration 6Q: 3 clusters Score -135242.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -135273.375000 Penalty: 2310.976318
	Iteration 7Q: 3 clusters Score -135273.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -135303.093750 Penalty: 2310.976318
	Iteration 8Q: 3 clusters Score -135303.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -135328.453125 Penalty: 2310.976318
	Iteration 9Q: 3 clusters Score -135328.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -135349.296875 Penalty: 2310.976318
	Iteration 10Q: 3 clusters Score -135349.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -135373.156250 Penalty: 2310.976318
	Iteration 11Q: 3 clusters Score -135373.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -135380.953125 Penalty: 2310.976318
	Iteration 12Q: 3 clusters Score -135381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -135383.703125 Penalty: 2310.976318
	Iteration 13Q: 3 clusters Score -135383.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -135384.078125 Penalty: 2310.976318
	Iteration 14Q: 3 clusters Score -135384.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -135384.078125 Penalty: 2310.976318
	Iteration 15F: 3 clusters Score -135384.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Entering Unmasked Estep 
Score: -943932.187500 Penalty: 1452.852173
	Iteration 0F: 2 clusters Score -943932.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -938243.125000 Penalty: 2905.704346
	Iteration 0F: 3 clusters Score -938243.1 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -939997.250000 Penalty: 2905.704346
	Iteration 1F: 3 clusters Score -939997.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -940265.187500 Penalty: 2905.704346
	Iteration 2F: 3 clusters Score -940265.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -940464.187500 Penalty: 2905.704346
	Iteration 3F: 3 clusters Score -940464.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -940645.750000 Penalty: 2905.704346
	Iteration 4Q: 3 clusters Score -940645.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -940840.437500 Penalty: 2905.704346
	Iteration 5Q: 3 clusters Score -940840.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -941045.562500 Penalty: 2905.704346
	Iteration 6Q: 3 clusters Score -941045.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -941292.875000 Penalty: 2905.704346
	Iteration 7Q: 3 clusters Score -941292.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -941553.062500 Penalty: 2905.704346
	Iteration 8Q: 3 clusters Score -941553.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -941808.250000 Penalty: 2905.704346
	Iteration 9Q: 3 clusters Score -941808.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -942046.500000 Penalty: 2905.704346
	Iteration 10Q: 3 clusters Score -942046.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -942251.125000 Penalty: 2905.704346
	Iteration 11Q: 3 clusters Score -942251.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -942428.625000 Penalty: 2905.704346
	Iteration 12Q: 3 clusters Score -942428.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -942533.062500 Penalty: 2905.704346
	Iteration 13Q: 3 clusters Score -942533.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -942593.187500 Penalty: 2905.704346
	Iteration 14Q: 3 clusters Score -942593.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -942625.875000 Penalty: 2905.704346
	Iteration 15Q: 3 clusters Score -942625.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -942657.687500 Penalty: 2905.704346
	Iteration 16Q: 3 clusters Score -942657.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -942688.312500 Penalty: 2905.704346
	Iteration 17Q: 3 clusters Score -942688.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -942709.187500 Penalty: 2905.704346
	Iteration 18Q: 3 clusters Score -942709.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -942724.250000 Penalty: 2905.704346
	Iteration 19Q: 3 clusters Score -942724.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -942737.500000 Penalty: 2905.704346
	Iteration 20F: 3 clusters Score -942737.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -942749.625000 Penalty: 2905.704346
	Iteration 21Q: 3 clusters Score -942749.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -942759.375000 Penalty: 2905.704346
	Iteration 22Q: 3 clusters Score -942759.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -942764.937500 Penalty: 2905.704346
	Iteration 23Q: 3 clusters Score -942764.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -942767.000000 Penalty: 2905.704346
	Iteration 24Q: 3 clusters Score -942767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -942770.687500 Penalty: 2905.704346
	Iteration 25Q: 3 clusters Score -942770.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -942772.062500 Penalty: 2905.704346
	Iteration 26Q: 3 clusters Score -942772.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -942774.687500 Penalty: 2905.704346
	Iteration 27Q: 3 clusters Score -942774.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -942775.187500 Penalty: 2905.704346
	Iteration 28Q: 3 clusters Score -942775.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -942776.062500 Penalty: 2905.704346
	Iteration 29Q: 3 clusters Score -942776.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -942777.562500 Penalty: 2905.704346
	Iteration 30Q: 3 clusters Score -942777.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -942777.750000 Penalty: 2905.704346
	Iteration 31Q: 3 clusters Score -942777.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -942779.937500 Penalty: 2905.704346
	Iteration 32Q: 3 clusters Score -942779.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -942779.000000 Penalty: 2905.704346
	Iteration 33Q: 3 clusters Score -942779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -942779.500000 Penalty: 2905.704346
	Iteration 34Q: 3 clusters Score -942779.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -942780.187500 Penalty: 2905.704346
	Iteration 35Q: 3 clusters Score -942780.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -942780.187500 Penalty: 2905.704346
	Iteration 36F: 3 clusters Score -942780.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Entering Unmasked Estep 
Score: -212201.687500 Penalty: 1208.450317
	Iteration 0F: 2 clusters Score -212201.7 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 856 members 
Entering Unmasked Estep 
Score: -210275.812500 Penalty: 2416.900635
	Iteration 0F: 3 clusters Score -210275.8 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -210652.375000 Penalty: 2416.900635
	Iteration 1F: 3 clusters Score -210652.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -210745.375000 Penalty: 2416.900635
	Iteration 2F: 3 clusters Score -210745.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -210807.078125 Penalty: 2416.900635
	Iteration 3Q: 3 clusters Score -210807.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -210850.656250 Penalty: 2416.900635
	Iteration 4Q: 3 clusters Score -210850.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -210873.171875 Penalty: 2416.900635
	Iteration 5Q: 3 clusters Score -210873.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -210884.828125 Penalty: 2416.900635
	Iteration 6Q: 3 clusters Score -210884.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -210891.625000 Penalty: 2416.900635
	Iteration 7Q: 3 clusters Score -210891.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -210896.796875 Penalty: 2416.900635
	Iteration 8Q: 3 clusters Score -210896.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -210899.828125 Penalty: 2416.900635
	Iteration 9Q: 3 clusters Score -210899.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -210904.937500 Penalty: 2416.900635
	Iteration 10Q: 3 clusters Score -210904.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -210908.656250 Penalty: 2416.900635
	Iteration 11Q: 3 clusters Score -210908.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -210910.093750 Penalty: 2416.900635
	Iteration 12Q: 3 clusters Score -210910.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -210911.281250 Penalty: 2416.900635
	Iteration 13Q: 3 clusters Score -210911.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -210913.109375 Penalty: 2416.900635
	Iteration 14Q: 3 clusters Score -210913.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -210914.765625 Penalty: 2416.900635
	Iteration 15Q: 3 clusters Score -210914.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -210915.359375 Penalty: 2416.900635
	Iteration 16Q: 3 clusters Score -210915.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -210916.140625 Penalty: 2416.900635
	Iteration 17Q: 3 clusters Score -210916.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -210916.468750 Penalty: 2416.900635
	Iteration 18Q: 3 clusters Score -210916.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -210917.171875 Penalty: 2416.900635
	Iteration 19Q: 3 clusters Score -210917.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -210917.203125 Penalty: 2416.900635
	Iteration 20F: 3 clusters Score -210917.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -210917.781250 Penalty: 2416.900635
	Iteration 21Q: 3 clusters Score -210917.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -210919.671875 Penalty: 2416.900635
	Iteration 22Q: 3 clusters Score -210919.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -210922.078125 Penalty: 2416.900635
	Iteration 23Q: 3 clusters Score -210922.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -210923.312500 Penalty: 2416.900635
	Iteration 24Q: 3 clusters Score -210923.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -210924.546875 Penalty: 2416.900635
	Iteration 25Q: 3 clusters Score -210924.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -210926.156250 Penalty: 2416.900635
	Iteration 26Q: 3 clusters Score -210926.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -210928.281250 Penalty: 2416.900635
	Iteration 27Q: 3 clusters Score -210928.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -210929.625000 Penalty: 2416.900635
	Iteration 28Q: 3 clusters Score -210929.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -210931.500000 Penalty: 2416.900635
	Iteration 29Q: 3 clusters Score -210931.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -210934.671875 Penalty: 2416.900635
	Iteration 30Q: 3 clusters Score -210934.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -210937.343750 Penalty: 2416.900635
	Iteration 31Q: 3 clusters Score -210937.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -210940.687500 Penalty: 2416.900635
	Iteration 32Q: 3 clusters Score -210940.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -210944.125000 Penalty: 2416.900635
	Iteration 33Q: 3 clusters Score -210944.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -210946.703125 Penalty: 2416.900635
	Iteration 34Q: 3 clusters Score -210946.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -210948.500000 Penalty: 2416.900635
	Iteration 35Q: 3 clusters Score -210948.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -210948.937500 Penalty: 2416.900635
	Iteration 36Q: 3 clusters Score -210948.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -210948.937500 Penalty: 2416.900635
	Iteration 37F: 3 clusters Score -210948.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 120196 members 
Mstep: Class 3 contains 6524 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38894 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6944 members 
Mstep: Class 9 contains 91473 members 
Mstep: Class 10 contains 81284 members 
Mstep: Class 11 contains 101228 members 
Mstep: Class 12 contains 55751 members 
Mstep: Class 13 contains 4992 members 
Mstep: Class 14 contains 95939 members 
Mstep: Class 15 contains 3077 members 
Mstep: Class 16 contains 1378 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 20 contains 20786 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1645 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10080 members 
Mstep: Class 25 contains 101612 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6693 members 
Mstep: Class 28 contains 2978 members 
Mstep: Class 29 contains 3681 members 
Mstep: Class 30 contains 1911 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 14004 members 
Mstep: Class 34 contains 10174 members 
Mstep: Class 35 contains 9727 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90929 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1225 members 
Mstep: Class 40 contains 7636 members 
Mstep: Class 41 contains 1697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780824.000000 Penalty: 91479.007812
Iteration 399Q: 42 clusters Score -1.117808e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 120181 members 
Mstep: Class 3 contains 6524 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38861 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6945 members 
Mstep: Class 9 contains 91682 members 
Mstep: Class 10 contains 81286 members 
Mstep: Class 11 contains 101194 members 
Mstep: Class 12 contains 55757 members 
Mstep: Class 13 contains 4991 members 
Mstep: Class 14 contains 95873 members 
Mstep: Class 15 contains 3077 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4989 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 20 contains 20784 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1645 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10083 members 
Mstep: Class 25 contains 101591 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6688 members 
Mstep: Class 28 contains 2971 members 
Mstep: Class 29 contains 3682 members 
Mstep: Class 30 contains 1911 members 
Mstep: Class 31 contains 840 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 14005 members 
Mstep: Class 34 contains 10174 members 
Mstep: Class 35 contains 9726 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90904 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7637 members 
Mstep: Class 41 contains 1697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780912.000000 Penalty: 91479.007812
Iteration 400F: 42 clusters Score -1.117809e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 120175 members 
Mstep: Class 3 contains 6524 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38821 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6945 members 
Mstep: Class 9 contains 91871 members 
Mstep: Class 10 contains 81283 members 
Mstep: Class 11 contains 101157 members 
Mstep: Class 12 contains 55769 members 
Mstep: Class 13 contains 4989 members 
Mstep: Class 14 contains 95821 members 
Mstep: Class 15 contains 3078 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4981 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 20 contains 20787 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1645 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10085 members 
Mstep: Class 25 contains 101569 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6686 members 
Mstep: Class 28 contains 2965 members 
Mstep: Class 29 contains 3682 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 838 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 14005 members 
Mstep: Class 34 contains 10175 members 
Mstep: Class 35 contains 9725 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90872 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1228 members 
Mstep: Class 40 contains 7641 members 
Mstep: Class 41 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780984.000000 Penalty: 91479.007812
Iteration 401Q: 42 clusters Score -1.11781e+08 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 120147 members 
Mstep: Class 3 contains 6524 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38791 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6945 members 
Mstep: Class 9 contains 92057 members 
Mstep: Class 10 contains 81280 members 
Mstep: Class 11 contains 101139 members 
Mstep: Class 12 contains 55774 members 
Mstep: Class 13 contains 4982 members 
Mstep: Class 14 contains 95770 members 
Mstep: Class 15 contains 3078 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4979 members 
Mstep: Class 19 contains 3459 members 
Mstep: Class 20 contains 20781 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1645 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10085 members 
Mstep: Class 25 contains 101552 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6683 members 
Mstep: Class 28 contains 2960 members 
Mstep: Class 29 contains 3682 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 838 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 14003 members 
Mstep: Class 34 contains 10175 members 
Mstep: Class 35 contains 9723 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90856 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1228 members 
Mstep: Class 40 contains 7642 members 
Mstep: Class 41 contains 1697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781280.000000 Penalty: 91479.007812
Iteration 402Q: 42 clusters Score -1.117813e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 120080 members 
Mstep: Class 3 contains 6527 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 38767 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6945 members 
Mstep: Class 9 contains 92255 members 
Mstep: Class 10 contains 81277 members 
Mstep: Class 11 contains 101135 members 
Mstep: Class 12 contains 55779 members 
Mstep: Class 13 contains 4980 members 
Mstep: Class 14 contains 95720 members 
Mstep: Class 15 contains 3079 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4971 members 
Mstep: Class 19 contains 3457 members 
Mstep: Class 20 contains 20773 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1644 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10081 members 
Mstep: Class 25 contains 101532 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6680 members 
Mstep: Class 28 contains 2953 members 
Mstep: Class 29 contains 3683 members 
Mstep: Class 30 contains 1911 members 
Mstep: Class 31 contains 838 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13999 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9724 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90851 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1228 members 
Mstep: Class 40 contains 7642 members 
Mstep: Class 41 contains 1696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781504.000000 Penalty: 91479.007812
Iteration 403Q: 42 clusters Score -1.117815e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 120032 members 
Mstep: Class 3 contains 6525 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 38747 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6941 members 
Mstep: Class 9 contains 92455 members 
Mstep: Class 10 contains 81282 members 
Mstep: Class 11 contains 101124 members 
Mstep: Class 12 contains 55786 members 
Mstep: Class 13 contains 4977 members 
Mstep: Class 14 contains 95654 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4973 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 20 contains 20764 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1641 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10080 members 
Mstep: Class 25 contains 101508 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6679 members 
Mstep: Class 28 contains 2945 members 
Mstep: Class 29 contains 3683 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 838 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 14004 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9722 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90828 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1228 members 
Mstep: Class 40 contains 7642 members 
Mstep: Class 41 contains 1697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781736.000000 Penalty: 91479.007812
Iteration 404Q: 42 clusters Score -1.117817e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 119997 members 
Mstep: Class 3 contains 6524 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 38724 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6938 members 
Mstep: Class 9 contains 92660 members 
Mstep: Class 10 contains 81297 members 
Mstep: Class 11 contains 101085 members 
Mstep: Class 12 contains 55796 members 
Mstep: Class 13 contains 4975 members 
Mstep: Class 14 contains 95560 members 
Mstep: Class 15 contains 3081 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4970 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 20771 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1641 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10079 members 
Mstep: Class 25 contains 101516 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6679 members 
Mstep: Class 28 contains 2934 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 838 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 14004 members 
Mstep: Class 34 contains 10178 members 
Mstep: Class 35 contains 9722 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90791 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7644 members 
Mstep: Class 41 contains 1696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782072.000000 Penalty: 91479.007812
Iteration 405Q: 42 clusters Score -1.117821e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 119945 members 
Mstep: Class 3 contains 6524 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38691 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6938 members 
Mstep: Class 9 contains 92856 members 
Mstep: Class 10 contains 81288 members 
Mstep: Class 11 contains 101065 members 
Mstep: Class 12 contains 55800 members 
Mstep: Class 13 contains 4972 members 
Mstep: Class 14 contains 95483 members 
Mstep: Class 15 contains 3080 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4961 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 20 contains 20772 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1641 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10078 members 
Mstep: Class 25 contains 101543 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6679 members 
Mstep: Class 28 contains 2926 members 
Mstep: Class 29 contains 3683 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 838 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 14001 members 
Mstep: Class 34 contains 10179 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90779 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7646 members 
Mstep: Class 41 contains 1697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782176.000000 Penalty: 91479.007812
Iteration 406Q: 42 clusters Score -1.117822e+08 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 119855 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9433 members 
Mstep: Class 6 contains 38663 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6940 members 
Mstep: Class 9 contains 93062 members 
Mstep: Class 10 contains 81294 members 
Mstep: Class 11 contains 101040 members 
Mstep: Class 12 contains 55810 members 
Mstep: Class 13 contains 4968 members 
Mstep: Class 14 contains 95405 members 
Mstep: Class 15 contains 3081 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4953 members 
Mstep: Class 19 contains 3459 members 
Mstep: Class 20 contains 20768 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10079 members 
Mstep: Class 25 contains 101578 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6684 members 
Mstep: Class 28 contains 2922 members 
Mstep: Class 29 contains 3683 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 838 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 14001 members 
Mstep: Class 34 contains 10179 members 
Mstep: Class 35 contains 9723 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90755 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7648 members 
Mstep: Class 41 contains 1697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782136.000000 Penalty: 91479.007812
Iteration 407Q: 42 clusters Score -1.117821e+08 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 119769 members 
Mstep: Class 3 contains 6524 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9434 members 
Mstep: Class 6 contains 38640 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6941 members 
Mstep: Class 9 contains 93321 members 
Mstep: Class 10 contains 81289 members 
Mstep: Class 11 contains 101027 members 
Mstep: Class 12 contains 55812 members 
Mstep: Class 13 contains 4966 members 
Mstep: Class 14 contains 95351 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4946 members 
Mstep: Class 19 contains 3459 members 
Mstep: Class 20 contains 20759 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10079 members 
Mstep: Class 25 contains 101554 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6686 members 
Mstep: Class 28 contains 2918 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 838 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13994 members 
Mstep: Class 34 contains 10179 members 
Mstep: Class 35 contains 9726 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90721 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7648 members 
Mstep: Class 41 contains 1697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782248.000000 Penalty: 91479.007812
Iteration 408Q: 42 clusters Score -1.117822e+08 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 119708 members 
Mstep: Class 3 contains 6524 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9434 members 
Mstep: Class 6 contains 38611 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6940 members 
Mstep: Class 9 contains 93587 members 
Mstep: Class 10 contains 81291 members 
Mstep: Class 11 contains 101014 members 
Mstep: Class 12 contains 55823 members 
Mstep: Class 13 contains 4960 members 
Mstep: Class 14 contains 95264 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4945 members 
Mstep: Class 19 contains 3458 members 
Mstep: Class 20 contains 20744 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10075 members 
Mstep: Class 25 contains 101514 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6681 members 
Mstep: Class 28 contains 2916 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 1911 members 
Mstep: Class 31 contains 838 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13995 members 
Mstep: Class 34 contains 10179 members 
Mstep: Class 35 contains 9729 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90699 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7650 members 
Mstep: Class 41 contains 1697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782544.000000 Penalty: 91479.007812
Iteration 409Q: 42 clusters Score -1.117825e+08 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 119642 members 
Mstep: Class 3 contains 6525 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9434 members 
Mstep: Class 6 contains 38579 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6941 members 
Mstep: Class 9 contains 93896 members 
Mstep: Class 10 contains 81287 members 
Mstep: Class 11 contains 100990 members 
Mstep: Class 12 contains 55839 members 
Mstep: Class 13 contains 4958 members 
Mstep: Class 14 contains 95176 members 
Mstep: Class 15 contains 3084 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4939 members 
Mstep: Class 19 contains 3459 members 
Mstep: Class 20 contains 20733 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10073 members 
Mstep: Class 25 contains 101470 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6674 members 
Mstep: Class 28 contains 2915 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 1912 members 
Mstep: Class 31 contains 838 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13994 members 
Mstep: Class 34 contains 10180 members 
Mstep: Class 35 contains 9731 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90656 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7648 members 
Mstep: Class 41 contains 1697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782792.000000 Penalty: 91479.007812
Iteration 410Q: 42 clusters Score -1.117828e+08 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 119569 members 
Mstep: Class 3 contains 6525 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9434 members 
Mstep: Class 6 contains 38553 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6942 members 
Mstep: Class 9 contains 94202 members 
Mstep: Class 10 contains 81283 members 
Mstep: Class 11 contains 100973 members 
Mstep: Class 12 contains 55844 members 
Mstep: Class 13 contains 4956 members 
Mstep: Class 14 contains 95079 members 
Mstep: Class 15 contains 3086 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4937 members 
Mstep: Class 19 contains 3459 members 
Mstep: Class 20 contains 20727 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10074 members 
Mstep: Class 25 contains 101427 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6665 members 
Mstep: Class 28 contains 2915 members 
Mstep: Class 29 contains 3683 members 
Mstep: Class 30 contains 1912 members 
Mstep: Class 31 contains 838 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13991 members 
Mstep: Class 34 contains 10179 members 
Mstep: Class 35 contains 9728 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90630 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7646 members 
Mstep: Class 41 contains 1697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782896.000000 Penalty: 91479.007812
Iteration 411Q: 42 clusters Score -1.117829e+08 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 119512 members 
Mstep: Class 3 contains 6527 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9434 members 
Mstep: Class 6 contains 38513 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6938 members 
Mstep: Class 9 contains 94518 members 
Mstep: Class 10 contains 81301 members 
Mstep: Class 11 contains 100922 members 
Mstep: Class 12 contains 55858 members 
Mstep: Class 13 contains 4958 members 
Mstep: Class 14 contains 94946 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4934 members 
Mstep: Class 19 contains 3459 members 
Mstep: Class 20 contains 20719 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1639 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10071 members 
Mstep: Class 25 contains 101398 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6650 members 
Mstep: Class 28 contains 2915 members 
Mstep: Class 29 contains 3683 members 
Mstep: Class 30 contains 1911 members 
Mstep: Class 31 contains 838 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13991 members 
Mstep: Class 34 contains 10176 members 
Mstep: Class 35 contains 9724 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90627 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7647 members 
Mstep: Class 41 contains 1697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782856.000000 Penalty: 91479.007812
Iteration 412Q: 42 clusters Score -1.117829e+08 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 119409 members 
Mstep: Class 3 contains 6526 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9434 members 
Mstep: Class 6 contains 38472 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6935 members 
Mstep: Class 9 contains 94883 members 
Mstep: Class 10 contains 81312 members 
Mstep: Class 11 contains 100892 members 
Mstep: Class 12 contains 55872 members 
Mstep: Class 13 contains 4958 members 
Mstep: Class 14 contains 94820 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 3459 members 
Mstep: Class 20 contains 20708 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1639 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10072 members 
Mstep: Class 25 contains 101342 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6634 members 
Mstep: Class 28 contains 2915 members 
Mstep: Class 29 contains 3683 members 
Mstep: Class 30 contains 1911 members 
Mstep: Class 31 contains 838 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13986 members 
Mstep: Class 34 contains 10174 members 
Mstep: Class 35 contains 9725 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90639 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7649 members 
Mstep: Class 41 contains 1697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783080.000000 Penalty: 91479.007812
Iteration 413Q: 42 clusters Score -1.117831e+08 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 119345 members 
Mstep: Class 3 contains 6526 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9434 members 
Mstep: Class 6 contains 38444 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6931 members 
Mstep: Class 9 contains 95287 members 
Mstep: Class 10 contains 81325 members 
Mstep: Class 11 contains 100867 members 
Mstep: Class 12 contains 55867 members 
Mstep: Class 13 contains 4957 members 
Mstep: Class 14 contains 94651 members 
Mstep: Class 15 contains 3087 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4919 members 
Mstep: Class 19 contains 3459 members 
Mstep: Class 20 contains 20702 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1639 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10072 members 
Mstep: Class 25 contains 101254 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6612 members 
Mstep: Class 28 contains 2915 members 
Mstep: Class 29 contains 3680 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 838 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13978 members 
Mstep: Class 34 contains 10173 members 
Mstep: Class 35 contains 9723 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90659 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7647 members 
Mstep: Class 41 contains 1695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783128.000000 Penalty: 91479.007812
Iteration 414Q: 42 clusters Score -1.117831e+08 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 119300 members 
Mstep: Class 3 contains 6525 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9432 members 
Mstep: Class 6 contains 38405 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6932 members 
Mstep: Class 9 contains 95688 members 
Mstep: Class 10 contains 81337 members 
Mstep: Class 11 contains 100848 members 
Mstep: Class 12 contains 55872 members 
Mstep: Class 13 contains 4957 members 
Mstep: Class 14 contains 94445 members 
Mstep: Class 15 contains 3087 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4912 members 
Mstep: Class 19 contains 3458 members 
Mstep: Class 20 contains 20697 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1639 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10070 members 
Mstep: Class 25 contains 101188 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6596 members 
Mstep: Class 28 contains 2915 members 
Mstep: Class 29 contains 3679 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 838 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13971 members 
Mstep: Class 34 contains 10175 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90665 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7644 members 
Mstep: Class 41 contains 1695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783056.000000 Penalty: 91479.007812
Iteration 415Q: 42 clusters Score -1.117831e+08 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 119269 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9433 members 
Mstep: Class 6 contains 38372 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6933 members 
Mstep: Class 9 contains 96126 members 
Mstep: Class 10 contains 81323 members 
Mstep: Class 11 contains 100793 members 
Mstep: Class 12 contains 55870 members 
Mstep: Class 13 contains 4956 members 
Mstep: Class 14 contains 94260 members 
Mstep: Class 15 contains 3087 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4901 members 
Mstep: Class 19 contains 3459 members 
Mstep: Class 20 contains 20711 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1639 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10062 members 
Mstep: Class 25 contains 101097 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6585 members 
Mstep: Class 28 contains 2913 members 
Mstep: Class 29 contains 3683 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 838 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13962 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9715 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90663 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7642 members 
Mstep: Class 41 contains 1695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783328.000000 Penalty: 91479.007812
Iteration 416Q: 42 clusters Score -1.117833e+08 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 119221 members 
Mstep: Class 3 contains 6522 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9433 members 
Mstep: Class 6 contains 38340 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6932 members 
Mstep: Class 9 contains 96552 members 
Mstep: Class 10 contains 81345 members 
Mstep: Class 11 contains 100740 members 
Mstep: Class 12 contains 55853 members 
Mstep: Class 13 contains 4957 members 
Mstep: Class 14 contains 94090 members 
Mstep: Class 15 contains 3086 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4894 members 
Mstep: Class 19 contains 3457 members 
Mstep: Class 20 contains 20714 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10064 members 
Mstep: Class 25 contains 100996 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6573 members 
Mstep: Class 28 contains 2911 members 
Mstep: Class 29 contains 3685 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 838 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13958 members 
Mstep: Class 34 contains 10179 members 
Mstep: Class 35 contains 9709 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90664 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7642 members 
Mstep: Class 41 contains 1695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783048.000000 Penalty: 91479.007812
Iteration 417Q: 42 clusters Score -1.11783e+08 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 119133 members 
Mstep: Class 3 contains 6519 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9434 members 
Mstep: Class 6 contains 38315 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6931 members 
Mstep: Class 9 contains 96982 members 
Mstep: Class 10 contains 81346 members 
Mstep: Class 11 contains 100699 members 
Mstep: Class 12 contains 55827 members 
Mstep: Class 13 contains 4957 members 
Mstep: Class 14 contains 93955 members 
Mstep: Class 15 contains 3089 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4890 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 20712 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1637 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10069 members 
Mstep: Class 25 contains 100904 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6561 members 
Mstep: Class 28 contains 2907 members 
Mstep: Class 29 contains 3685 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 838 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13947 members 
Mstep: Class 34 contains 10181 members 
Mstep: Class 35 contains 9711 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90664 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7644 members 
Mstep: Class 41 contains 1695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783352.000000 Penalty: 91479.007812
Iteration 418Q: 42 clusters Score -1.117834e+08 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 119021 members 
Mstep: Class 3 contains 6520 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 38287 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6933 members 
Mstep: Class 9 contains 97296 members 
Mstep: Class 10 contains 81336 members 
Mstep: Class 11 contains 100696 members 
Mstep: Class 12 contains 55818 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 93848 members 
Mstep: Class 15 contains 3090 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4884 members 
Mstep: Class 19 contains 3457 members 
Mstep: Class 20 contains 20705 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1638 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10065 members 
Mstep: Class 25 contains 100882 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6543 members 
Mstep: Class 28 contains 2903 members 
Mstep: Class 29 contains 3685 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 838 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13938 members 
Mstep: Class 34 contains 10182 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90676 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7646 members 
Mstep: Class 41 contains 1695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783544.000000 Penalty: 91479.007812
Iteration 419Q: 42 clusters Score -1.117835e+08 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 118906 members 
Mstep: Class 3 contains 6520 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 38261 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6934 members 
Mstep: Class 9 contains 97612 members 
Mstep: Class 10 contains 81315 members 
Mstep: Class 11 contains 100701 members 
Mstep: Class 12 contains 55808 members 
Mstep: Class 13 contains 4951 members 
Mstep: Class 14 contains 93767 members 
Mstep: Class 15 contains 3089 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4873 members 
Mstep: Class 19 contains 3457 members 
Mstep: Class 20 contains 20715 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1639 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10058 members 
Mstep: Class 25 contains 100864 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 2900 members 
Mstep: Class 29 contains 3686 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 838 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13927 members 
Mstep: Class 34 contains 10181 members 
Mstep: Class 35 contains 9710 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90670 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7645 members 
Mstep: Class 41 contains 1695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783504.000000 Penalty: 91479.007812
Iteration 420F: 42 clusters Score -1.117835e+08 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 118823 members 
Mstep: Class 3 contains 6518 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 38233 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6936 members 
Mstep: Class 9 contains 97843 members 
Mstep: Class 10 contains 81302 members 
Mstep: Class 11 contains 100737 members 
Mstep: Class 12 contains 55780 members 
Mstep: Class 13 contains 4953 members 
Mstep: Class 14 contains 93683 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4868 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 20715 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10052 members 
Mstep: Class 25 contains 100874 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6524 members 
Mstep: Class 28 contains 2900 members 
Mstep: Class 29 contains 3686 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13923 members 
Mstep: Class 34 contains 10181 members 
Mstep: Class 35 contains 9707 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90653 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7644 members 
Mstep: Class 41 contains 1695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783440.000000 Penalty: 91479.007812
Iteration 421Q: 42 clusters Score -1.117834e+08 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 118715 members 
Mstep: Class 3 contains 6518 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 38204 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6938 members 
Mstep: Class 9 contains 98001 members 
Mstep: Class 10 contains 81293 members 
Mstep: Class 11 contains 100794 members 
Mstep: Class 12 contains 55736 members 
Mstep: Class 13 contains 4950 members 
Mstep: Class 14 contains 93639 members 
Mstep: Class 15 contains 3090 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4854 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 20733 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10046 members 
Mstep: Class 25 contains 100920 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6515 members 
Mstep: Class 28 contains 2897 members 
Mstep: Class 29 contains 3688 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13919 members 
Mstep: Class 34 contains 10180 members 
Mstep: Class 35 contains 9707 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90641 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7640 members 
Mstep: Class 41 contains 1694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783416.000000 Penalty: 91479.007812
Iteration 422Q: 42 clusters Score -1.117834e+08 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 118633 members 
Mstep: Class 3 contains 6519 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9438 members 
Mstep: Class 6 contains 38180 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6937 members 
Mstep: Class 9 contains 98144 members 
Mstep: Class 10 contains 81287 members 
Mstep: Class 11 contains 100821 members 
Mstep: Class 12 contains 55695 members 
Mstep: Class 13 contains 4951 members 
Mstep: Class 14 contains 93546 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4849 members 
Mstep: Class 19 contains 3454 members 
Mstep: Class 20 contains 20745 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10040 members 
Mstep: Class 25 contains 101038 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6512 members 
Mstep: Class 28 contains 2893 members 
Mstep: Class 29 contains 3688 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13914 members 
Mstep: Class 34 contains 10180 members 
Mstep: Class 35 contains 9705 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90617 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7634 members 
Mstep: Class 41 contains 1694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783560.000000 Penalty: 91479.007812
Iteration 423Q: 42 clusters Score -1.117836e+08 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 118522 members 
Mstep: Class 3 contains 6520 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 38164 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6938 members 
Mstep: Class 9 contains 98305 members 
Mstep: Class 10 contains 81268 members 
Mstep: Class 11 contains 100827 members 
Mstep: Class 12 contains 55681 members 
Mstep: Class 13 contains 4952 members 
Mstep: Class 14 contains 93516 members 
Mstep: Class 15 contains 3092 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4848 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 20743 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1639 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10032 members 
Mstep: Class 25 contains 101115 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6512 members 
Mstep: Class 28 contains 2887 members 
Mstep: Class 29 contains 3690 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13910 members 
Mstep: Class 34 contains 10181 members 
Mstep: Class 35 contains 9706 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90582 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7632 members 
Mstep: Class 41 contains 1694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783448.000000 Penalty: 91479.007812
Iteration 424Q: 42 clusters Score -1.117834e+08 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 118441 members 
Mstep: Class 3 contains 6519 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 38148 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6936 members 
Mstep: Class 9 contains 98388 members 
Mstep: Class 10 contains 81264 members 
Mstep: Class 11 contains 100867 members 
Mstep: Class 12 contains 55669 members 
Mstep: Class 13 contains 4955 members 
Mstep: Class 14 contains 93506 members 
Mstep: Class 15 contains 3094 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4842 members 
Mstep: Class 19 contains 3454 members 
Mstep: Class 20 contains 20745 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1639 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10028 members 
Mstep: Class 25 contains 101158 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6512 members 
Mstep: Class 28 contains 2879 members 
Mstep: Class 29 contains 3692 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13908 members 
Mstep: Class 34 contains 10181 members 
Mstep: Class 35 contains 9706 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90554 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7630 members 
Mstep: Class 41 contains 1694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783544.000000 Penalty: 91479.007812
Iteration 425Q: 42 clusters Score -1.117835e+08 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 118375 members 
Mstep: Class 3 contains 6519 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 38127 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6933 members 
Mstep: Class 9 contains 98454 members 
Mstep: Class 10 contains 81239 members 
Mstep: Class 11 contains 100912 members 
Mstep: Class 12 contains 55641 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 93470 members 
Mstep: Class 15 contains 3094 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4837 members 
Mstep: Class 19 contains 3453 members 
Mstep: Class 20 contains 20740 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1638 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10032 members 
Mstep: Class 25 contains 101223 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6514 members 
Mstep: Class 28 contains 2874 members 
Mstep: Class 29 contains 3690 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13910 members 
Mstep: Class 34 contains 10181 members 
Mstep: Class 35 contains 9710 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90565 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7629 members 
Mstep: Class 41 contains 1693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783440.000000 Penalty: 91479.007812
Iteration 426Q: 42 clusters Score -1.117834e+08 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 118301 members 
Mstep: Class 3 contains 6517 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 38114 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6934 members 
Mstep: Class 9 contains 98532 members 
Mstep: Class 10 contains 81214 members 
Mstep: Class 11 contains 100929 members 
Mstep: Class 12 contains 55622 members 
Mstep: Class 13 contains 4955 members 
Mstep: Class 14 contains 93421 members 
Mstep: Class 15 contains 3093 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4825 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 20744 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1637 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10035 members 
Mstep: Class 25 contains 101317 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6512 members 
Mstep: Class 28 contains 2867 members 
Mstep: Class 29 contains 3691 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13916 members 
Mstep: Class 34 contains 10182 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90565 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7627 members 
Mstep: Class 41 contains 1691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783360.000000 Penalty: 91479.007812
Iteration 427Q: 42 clusters Score -1.117834e+08 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 118247 members 
Mstep: Class 3 contains 6517 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38098 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6932 members 
Mstep: Class 9 contains 98558 members 
Mstep: Class 10 contains 81183 members 
Mstep: Class 11 contains 100959 members 
Mstep: Class 12 contains 55611 members 
Mstep: Class 13 contains 4957 members 
Mstep: Class 14 contains 93370 members 
Mstep: Class 15 contains 3092 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4814 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 20742 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1637 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10039 members 
Mstep: Class 25 contains 101440 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6510 members 
Mstep: Class 28 contains 2858 members 
Mstep: Class 29 contains 3691 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13919 members 
Mstep: Class 34 contains 10182 members 
Mstep: Class 35 contains 9715 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90570 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7624 members 
Mstep: Class 41 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783064.000000 Penalty: 91479.007812
Iteration 428Q: 42 clusters Score -1.117831e+08 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 118231 members 
Mstep: Class 3 contains 6517 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9434 members 
Mstep: Class 6 contains 38098 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6931 members 
Mstep: Class 9 contains 98567 members 
Mstep: Class 10 contains 81160 members 
Mstep: Class 11 contains 100996 members 
Mstep: Class 12 contains 55588 members 
Mstep: Class 13 contains 4959 members 
Mstep: Class 14 contains 93323 members 
Mstep: Class 15 contains 3092 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4810 members 
Mstep: Class 19 contains 3449 members 
Mstep: Class 20 contains 20748 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1637 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10041 members 
Mstep: Class 25 contains 101514 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6509 members 
Mstep: Class 28 contains 2850 members 
Mstep: Class 29 contains 3690 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13923 members 
Mstep: Class 34 contains 10180 members 
Mstep: Class 35 contains 9715 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90566 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7622 members 
Mstep: Class 41 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782968.000000 Penalty: 91479.007812
Iteration 429Q: 42 clusters Score -1.11783e+08 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 118214 members 
Mstep: Class 3 contains 6518 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9434 members 
Mstep: Class 6 contains 38096 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6931 members 
Mstep: Class 9 contains 98558 members 
Mstep: Class 10 contains 81148 members 
Mstep: Class 11 contains 101036 members 
Mstep: Class 12 contains 55562 members 
Mstep: Class 13 contains 4958 members 
Mstep: Class 14 contains 93279 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4806 members 
Mstep: Class 19 contains 3447 members 
Mstep: Class 20 contains 20749 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1637 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10047 members 
Mstep: Class 25 contains 101580 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6510 members 
Mstep: Class 28 contains 2844 members 
Mstep: Class 29 contains 3690 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13925 members 
Mstep: Class 34 contains 10179 members 
Mstep: Class 35 contains 9719 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90571 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7623 members 
Mstep: Class 41 contains 1689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782824.000000 Penalty: 91479.007812
Iteration 430Q: 42 clusters Score -1.117828e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 118182 members 
Mstep: Class 3 contains 6519 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9432 members 
Mstep: Class 6 contains 38091 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6930 members 
Mstep: Class 9 contains 98575 members 
Mstep: Class 10 contains 81111 members 
Mstep: Class 11 contains 101090 members 
Mstep: Class 12 contains 55550 members 
Mstep: Class 13 contains 4958 members 
Mstep: Class 14 contains 93233 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4799 members 
Mstep: Class 19 contains 3446 members 
Mstep: Class 20 contains 20748 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1637 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10055 members 
Mstep: Class 25 contains 101643 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6508 members 
Mstep: Class 28 contains 2837 members 
Mstep: Class 29 contains 3689 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13922 members 
Mstep: Class 34 contains 10179 members 
Mstep: Class 35 contains 9719 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90584 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7623 members 
Mstep: Class 41 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782680.000000 Penalty: 91479.007812
Iteration 431Q: 42 clusters Score -1.117827e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 118165 members 
Mstep: Class 3 contains 6519 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9433 members 
Mstep: Class 6 contains 38098 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6928 members 
Mstep: Class 9 contains 98605 members 
Mstep: Class 10 contains 81099 members 
Mstep: Class 11 contains 101100 members 
Mstep: Class 12 contains 55545 members 
Mstep: Class 13 contains 4956 members 
Mstep: Class 14 contains 93163 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4787 members 
Mstep: Class 19 contains 3446 members 
Mstep: Class 20 contains 20749 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1637 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10064 members 
Mstep: Class 25 contains 101704 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6505 members 
Mstep: Class 28 contains 2827 members 
Mstep: Class 29 contains 3691 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13922 members 
Mstep: Class 34 contains 10179 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90601 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7624 members 
Mstep: Class 41 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782576.000000 Penalty: 91479.007812
Iteration 432Q: 42 clusters Score -1.117826e+08 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 118171 members 
Mstep: Class 3 contains 6520 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9433 members 
Mstep: Class 6 contains 38098 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6931 members 
Mstep: Class 9 contains 98638 members 
Mstep: Class 10 contains 81071 members 
Mstep: Class 11 contains 101130 members 
Mstep: Class 12 contains 55533 members 
Mstep: Class 13 contains 4953 members 
Mstep: Class 14 contains 93087 members 
Mstep: Class 15 contains 3089 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4779 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 20746 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1637 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10068 members 
Mstep: Class 25 contains 101729 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6506 members 
Mstep: Class 28 contains 2820 members 
Mstep: Class 29 contains 3693 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13921 members 
Mstep: Class 34 contains 10179 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90637 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7623 members 
Mstep: Class 41 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782480.000000 Penalty: 91479.007812
Iteration 433Q: 42 clusters Score -1.117825e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 118163 members 
Mstep: Class 3 contains 6520 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9433 members 
Mstep: Class 6 contains 38109 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6932 members 
Mstep: Class 9 contains 98679 members 
Mstep: Class 10 contains 81047 members 
Mstep: Class 11 contains 101159 members 
Mstep: Class 12 contains 55524 members 
Mstep: Class 13 contains 4951 members 
Mstep: Class 14 contains 93036 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4769 members 
Mstep: Class 19 contains 3443 members 
Mstep: Class 20 contains 20743 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1637 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10069 members 
Mstep: Class 25 contains 101752 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6504 members 
Mstep: Class 28 contains 2812 members 
Mstep: Class 29 contains 3693 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13920 members 
Mstep: Class 34 contains 10179 members 
Mstep: Class 35 contains 9715 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90654 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7623 members 
Mstep: Class 41 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782464.000000 Penalty: 91479.007812
Iteration 434Q: 42 clusters Score -1.117825e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 118174 members 
Mstep: Class 3 contains 6520 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9432 members 
Mstep: Class 6 contains 38119 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6932 members 
Mstep: Class 9 contains 98703 members 
Mstep: Class 10 contains 81021 members 
Mstep: Class 11 contains 101205 members 
Mstep: Class 12 contains 55514 members 
Mstep: Class 13 contains 4947 members 
Mstep: Class 14 contains 92979 members 
Mstep: Class 15 contains 3087 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4767 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 20739 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1637 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10065 members 
Mstep: Class 25 contains 101771 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6504 members 
Mstep: Class 28 contains 2806 members 
Mstep: Class 29 contains 3692 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13921 members 
Mstep: Class 34 contains 10179 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90656 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7623 members 
Mstep: Class 41 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782272.000000 Penalty: 91479.007812
Iteration 435Q: 42 clusters Score -1.117823e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 118175 members 
Mstep: Class 3 contains 6520 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9432 members 
Mstep: Class 6 contains 38139 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6930 members 
Mstep: Class 9 contains 98709 members 
Mstep: Class 10 contains 80996 members 
Mstep: Class 11 contains 101243 members 
Mstep: Class 12 contains 55504 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 92948 members 
Mstep: Class 15 contains 3087 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4758 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 20729 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1636 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10070 members 
Mstep: Class 25 contains 101789 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6505 members 
Mstep: Class 28 contains 2800 members 
Mstep: Class 29 contains 3692 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13923 members 
Mstep: Class 34 contains 10179 members 
Mstep: Class 35 contains 9716 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90664 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7623 members 
Mstep: Class 41 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782144.000000 Penalty: 91479.007812
Iteration 436Q: 42 clusters Score -1.117821e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 118165 members 
Mstep: Class 3 contains 6520 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9432 members 
Mstep: Class 6 contains 38161 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6930 members 
Mstep: Class 9 contains 98696 members 
Mstep: Class 10 contains 80979 members 
Mstep: Class 11 contains 101266 members 
Mstep: Class 12 contains 55500 members 
Mstep: Class 13 contains 4943 members 
Mstep: Class 14 contains 92933 members 
Mstep: Class 15 contains 3087 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4751 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 20719 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1636 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10070 members 
Mstep: Class 25 contains 101813 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6507 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 3693 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13927 members 
Mstep: Class 34 contains 10179 members 
Mstep: Class 35 contains 9715 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90671 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7623 members 
Mstep: Class 41 contains 1691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782032.000000 Penalty: 91479.007812
Iteration 437Q: 42 clusters Score -1.11782e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 118137 members 
Mstep: Class 3 contains 6519 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9432 members 
Mstep: Class 6 contains 38189 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6928 members 
Mstep: Class 9 contains 98700 members 
Mstep: Class 10 contains 80958 members 
Mstep: Class 11 contains 101294 members 
Mstep: Class 12 contains 55482 members 
Mstep: Class 13 contains 4942 members 
Mstep: Class 14 contains 92939 members 
Mstep: Class 15 contains 3087 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4747 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 20713 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1636 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10075 members 
Mstep: Class 25 contains 101831 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6501 members 
Mstep: Class 28 contains 2792 members 
Mstep: Class 29 contains 3694 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13927 members 
Mstep: Class 34 contains 10179 members 
Mstep: Class 35 contains 9716 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90670 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7624 members 
Mstep: Class 41 contains 1692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781888.000000 Penalty: 91479.007812
Iteration 438Q: 42 clusters Score -1.117819e+08 nChanged 570
Entering ConstructFrom: 
Score: -111781888.000000 Penalty: 91479.007812
Entering ConstructFrom: 
Trying to split cluster 1 (3334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Entering Unmasked Estep 
Score: -417907.281250 Penalty: 1318.188354
	Iteration 0F: 2 clusters Score -417907.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -414986.906250 Penalty: 2636.376709
	Iteration 0F: 3 clusters Score -414986.9 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -415688.250000 Penalty: 2636.376709
	Iteration 1F: 3 clusters Score -415688.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -415839.500000 Penalty: 2636.376709
	Iteration 2F: 3 clusters Score -415839.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -415929.968750 Penalty: 2636.376709
	Iteration 3Q: 3 clusters Score -415930 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -416002.125000 Penalty: 2636.376709
	Iteration 4Q: 3 clusters Score -416002.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -416056.812500 Penalty: 2636.376709
	Iteration 5Q: 3 clusters Score -416056.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -416099.156250 Penalty: 2636.376709
	Iteration 6Q: 3 clusters Score -416099.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -416148.906250 Penalty: 2636.376709
	Iteration 7Q: 3 clusters Score -416148.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -416191.937500 Penalty: 2636.376709
	Iteration 8Q: 3 clusters Score -416191.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -416230.531250 Penalty: 2636.376709
	Iteration 9Q: 3 clusters Score -416230.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -416270.625000 Penalty: 2636.376709
	Iteration 10Q: 3 clusters Score -416270.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -416297.968750 Penalty: 2636.376709
	Iteration 11Q: 3 clusters Score -416298 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -416320.437500 Penalty: 2636.376709
	Iteration 12Q: 3 clusters Score -416320.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -416350.937500 Penalty: 2636.376709
	Iteration 13Q: 3 clusters Score -416350.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -416388.406250 Penalty: 2636.376709
	Iteration 14Q: 3 clusters Score -416388.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -416419.937500 Penalty: 2636.376709
	Iteration 15Q: 3 clusters Score -416419.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -416443.187500 Penalty: 2636.376709
	Iteration 16Q: 3 clusters Score -416443.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -416469.000000 Penalty: 2636.376709
	Iteration 17Q: 3 clusters Score -416469 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -416494.125000 Penalty: 2636.376709
	Iteration 18Q: 3 clusters Score -416494.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -416518.937500 Penalty: 2636.376709
	Iteration 19Q: 3 clusters Score -416518.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -416541.968750 Penalty: 2636.376709
	Iteration 20F: 3 clusters Score -416542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -416562.937500 Penalty: 2636.376709
	Iteration 21Q: 3 clusters Score -416562.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -416584.343750 Penalty: 2636.376709
	Iteration 22Q: 3 clusters Score -416584.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -416603.312500 Penalty: 2636.376709
	Iteration 23Q: 3 clusters Score -416603.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -416621.000000 Penalty: 2636.376709
	Iteration 24Q: 3 clusters Score -416621 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -416640.250000 Penalty: 2636.376709
	Iteration 25Q: 3 clusters Score -416640.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -416654.156250 Penalty: 2636.376709
	Iteration 26Q: 3 clusters Score -416654.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -416664.781250 Penalty: 2636.376709
	Iteration 27Q: 3 clusters Score -416664.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -416675.656250 Penalty: 2636.376709
	Iteration 28Q: 3 clusters Score -416675.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -416690.625000 Penalty: 2636.376709
	Iteration 29Q: 3 clusters Score -416690.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -416703.812500 Penalty: 2636.376709
	Iteration 30Q: 3 clusters Score -416703.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -416715.375000 Penalty: 2636.376709
	Iteration 31Q: 3 clusters Score -416715.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -416725.812500 Penalty: 2636.376709
	Iteration 32Q: 3 clusters Score -416725.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -416734.062500 Penalty: 2636.376709
	Iteration 33Q: 3 clusters Score -416734.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -416742.500000 Penalty: 2636.376709
	Iteration 34Q: 3 clusters Score -416742.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -416752.375000 Penalty: 2636.376709
	Iteration 35Q: 3 clusters Score -416752.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -416755.781250 Penalty: 2636.376709
	Iteration 36Q: 3 clusters Score -416755.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -416760.343750 Penalty: 2636.376709
	Iteration 37Q: 3 clusters Score -416760.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -416762.093750 Penalty: 2636.376709
	Iteration 38Q: 3 clusters Score -416762.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -416765.562500 Penalty: 2636.376709
	Iteration 39Q: 3 clusters Score -416765.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -416768.687500 Penalty: 2636.376709
	Iteration 40F: 3 clusters Score -416768.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -416770.593750 Penalty: 2636.376709
	Iteration 41Q: 3 clusters Score -416770.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -416772.375000 Penalty: 2636.376709
	Iteration 42Q: 3 clusters Score -416772.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -416772.375000 Penalty: 2636.376709
	Iteration 43F: 3 clusters Score -416772.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (118132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118132 members 
Entering Unmasked Estep 
Score: -14732576.000000 Penalty: 1897.928101
	Iteration 0F: 2 clusters Score -1.473258e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59215 members 
Mstep: Class 2 contains 58917 members 
Entering Unmasked Estep 
Score: -14660606.000000 Penalty: 3795.856201
	Iteration 0F: 3 clusters Score -1.466061e+07 nChanged 56397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60216 members 
Mstep: Class 2 contains 57916 members 
Entering Unmasked Estep 
Score: -14695499.000000 Penalty: 3795.856201
	Iteration 1F: 3 clusters Score -1.46955e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60279 members 
Mstep: Class 2 contains 57853 members 
Entering Unmasked Estep 
Score: -14697660.000000 Penalty: 3795.856201
	Iteration 2Q: 3 clusters Score -1.469766e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60211 members 
Mstep: Class 2 contains 57921 members 
Entering Unmasked Estep 
Score: -14700726.000000 Penalty: 3795.856201
	Iteration 3F: 3 clusters Score -1.470073e+07 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59727 members 
Mstep: Class 2 contains 58405 members 
Entering Unmasked Estep 
Score: -14704885.000000 Penalty: 3795.856201
	Iteration 4F: 3 clusters Score -1.470488e+07 nChanged 7741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58804 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -14709071.000000 Penalty: 3795.856201
	Iteration 5F: 3 clusters Score -1.470907e+07 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57676 members 
Mstep: Class 2 contains 60456 members 
Entering Unmasked Estep 
Score: -14713092.000000 Penalty: 3795.856201
	Iteration 6F: 3 clusters Score -1.471309e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56514 members 
Mstep: Class 2 contains 61618 members 
Entering Unmasked Estep 
Score: -14716531.000000 Penalty: 3795.856201
	Iteration 7F: 3 clusters Score -1.471653e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55234 members 
Mstep: Class 2 contains 62898 members 
Entering Unmasked Estep 
Score: -14719988.000000 Penalty: 3795.856201
	Iteration 8F: 3 clusters Score -1.471999e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53917 members 
Mstep: Class 2 contains 64215 members 
Entering Unmasked Estep 
Score: -14722646.000000 Penalty: 3795.856201
	Iteration 9Q: 3 clusters Score -1.472265e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52656 members 
Mstep: Class 2 contains 65476 members 
Entering Unmasked Estep 
Score: -14723857.000000 Penalty: 3795.856201
	Iteration 10Q: 3 clusters Score -1.472386e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 66672 members 
Entering Unmasked Estep 
Score: -14724364.000000 Penalty: 3795.856201
	Iteration 11Q: 3 clusters Score -1.472436e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50324 members 
Mstep: Class 2 contains 67808 members 
Entering Unmasked Estep 
Score: -14724802.000000 Penalty: 3795.856201
	Iteration 12Q: 3 clusters Score -1.47248e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49177 members 
Mstep: Class 2 contains 68955 members 
Entering Unmasked Estep 
Score: -14725162.000000 Penalty: 3795.856201
	Iteration 13Q: 3 clusters Score -1.472516e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48054 members 
Mstep: Class 2 contains 70078 members 
Entering Unmasked Estep 
Score: -14725415.000000 Penalty: 3795.856201
	Iteration 14Q: 3 clusters Score -1.472542e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 71148 members 
Entering Unmasked Estep 
Score: -14725634.000000 Penalty: 3795.856201
	Iteration 15Q: 3 clusters Score -1.472563e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 72200 members 
Entering Unmasked Estep 
Score: -14725907.000000 Penalty: 3795.856201
	Iteration 16Q: 3 clusters Score -1.472591e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44924 members 
Mstep: Class 2 contains 73208 members 
Entering Unmasked Estep 
Score: -14726097.000000 Penalty: 3795.856201
	Iteration 17Q: 3 clusters Score -1.47261e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 74247 members 
Entering Unmasked Estep 
Score: -14726311.000000 Penalty: 3795.856201
	Iteration 18Q: 3 clusters Score -1.472631e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 75260 members 
Entering Unmasked Estep 
Score: -14726486.000000 Penalty: 3795.856201
	Iteration 19Q: 3 clusters Score -1.472649e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 76232 members 
Entering Unmasked Estep 
Score: -14726808.000000 Penalty: 3795.856201
	Iteration 20F: 3 clusters Score -1.472681e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 77207 members 
Entering Unmasked Estep 
Score: -14727011.000000 Penalty: 3795.856201
	Iteration 21Q: 3 clusters Score -1.472701e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 78157 members 
Entering Unmasked Estep 
Score: -14727298.000000 Penalty: 3795.856201
	Iteration 22Q: 3 clusters Score -1.47273e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 79112 members 
Entering Unmasked Estep 
Score: -14727500.000000 Penalty: 3795.856201
	Iteration 23Q: 3 clusters Score -1.47275e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 80065 members 
Entering Unmasked Estep 
Score: -14727749.000000 Penalty: 3795.856201
	Iteration 24Q: 3 clusters Score -1.472775e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 81013 members 
Entering Unmasked Estep 
Score: -14728133.000000 Penalty: 3795.856201
	Iteration 25Q: 3 clusters Score -1.472813e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 81997 members 
Entering Unmasked Estep 
Score: -14728518.000000 Penalty: 3795.856201
	Iteration 26Q: 3 clusters Score -1.472852e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 82947 members 
Entering Unmasked Estep 
Score: -14728943.000000 Penalty: 3795.856201
	Iteration 27Q: 3 clusters Score -1.472894e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 83853 members 
Entering Unmasked Estep 
Score: -14729168.000000 Penalty: 3795.856201
	Iteration 28Q: 3 clusters Score -1.472917e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 84737 members 
Entering Unmasked Estep 
Score: -14729394.000000 Penalty: 3795.856201
	Iteration 29Q: 3 clusters Score -1.472939e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 85563 members 
Entering Unmasked Estep 
Score: -14729611.000000 Penalty: 3795.856201
	Iteration 30Q: 3 clusters Score -1.472961e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 86378 members 
Entering Unmasked Estep 
Score: -14729913.000000 Penalty: 3795.856201
	Iteration 31Q: 3 clusters Score -1.472991e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 87126 members 
Entering Unmasked Estep 
Score: -14730223.000000 Penalty: 3795.856201
	Iteration 32Q: 3 clusters Score -1.473022e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 87843 members 
Entering Unmasked Estep 
Score: -14730500.000000 Penalty: 3795.856201
	Iteration 33Q: 3 clusters Score -1.47305e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 88544 members 
Entering Unmasked Estep 
Score: -14730766.000000 Penalty: 3795.856201
	Iteration 34Q: 3 clusters Score -1.473077e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 89209 members 
Entering Unmasked Estep 
Score: -14730992.000000 Penalty: 3795.856201
	Iteration 35Q: 3 clusters Score -1.473099e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 89818 members 
Entering Unmasked Estep 
Score: -14731178.000000 Penalty: 3795.856201
	Iteration 36Q: 3 clusters Score -1.473118e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 90455 members 
Entering Unmasked Estep 
Score: -14731608.000000 Penalty: 3795.856201
	Iteration 37Q: 3 clusters Score -1.473161e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 91159 members 
Entering Unmasked Estep 
Score: -14732027.000000 Penalty: 3795.856201
	Iteration 38Q: 3 clusters Score -1.473203e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 91918 members 
Entering Unmasked Estep 
Score: -14732556.000000 Penalty: 3795.856201
	Iteration 39Q: 3 clusters Score -1.473256e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 92738 members 
Entering Unmasked Estep 
Score: -14733028.000000 Penalty: 3795.856201
	Iteration 40F: 3 clusters Score -1.473303e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 93605 members 
Entering Unmasked Estep 
Score: -14733527.000000 Penalty: 3795.856201
	Iteration 41Q: 3 clusters Score -1.473353e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 94538 members 
Entering Unmasked Estep 
Score: -14734009.000000 Penalty: 3795.856201
	Iteration 42Q: 3 clusters Score -1.473401e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 95547 members 
Entering Unmasked Estep 
Score: -14734448.000000 Penalty: 3795.856201
	Iteration 43Q: 3 clusters Score -1.473445e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 96636 members 
Entering Unmasked Estep 
Score: -14734883.000000 Penalty: 3795.856201
	Iteration 44Q: 3 clusters Score -1.473488e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 97718 members 
Entering Unmasked Estep 
Score: -14735201.000000 Penalty: 3795.856201
	Iteration 45Q: 3 clusters Score -1.47352e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 98816 members 
Entering Unmasked Estep 
Score: -14735429.000000 Penalty: 3795.856201
	Iteration 46Q: 3 clusters Score -1.473543e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 99929 members 
Entering Unmasked Estep 
Score: -14735826.000000 Penalty: 3795.856201
	Iteration 47Q: 3 clusters Score -1.473583e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 100960 members 
Entering Unmasked Estep 
Score: -14735931.000000 Penalty: 3795.856201
	Iteration 48Q: 3 clusters Score -1.473593e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 101929 members 
Entering Unmasked Estep 
Score: -14735882.000000 Penalty: 3795.856201
	Iteration 49Q: 3 clusters Score -1.473588e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 102887 members 
Entering Unmasked Estep 
Score: -14735818.000000 Penalty: 3795.856201
	Iteration 50Q: 3 clusters Score -1.473582e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 103839 members 
Entering Unmasked Estep 
Score: -14735800.000000 Penalty: 3795.856201
	Iteration 51Q: 3 clusters Score -1.47358e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 104745 members 
Entering Unmasked Estep 
Score: -14735724.000000 Penalty: 3795.856201
	Iteration 52Q: 3 clusters Score -1.473572e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 105591 members 
Entering Unmasked Estep 
Score: -14735586.000000 Penalty: 3795.856201
	Iteration 53Q: 3 clusters Score -1.473559e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 106396 members 
Entering Unmasked Estep 
Score: -14735484.000000 Penalty: 3795.856201
	Iteration 54Q: 3 clusters Score -1.473548e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 107163 members 
Entering Unmasked Estep 
Score: -14735275.000000 Penalty: 3795.856201
	Iteration 55Q: 3 clusters Score -1.473528e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 107901 members 
Entering Unmasked Estep 
Score: -14735107.000000 Penalty: 3795.856201
	Iteration 56Q: 3 clusters Score -1.473511e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 108611 members 
Entering Unmasked Estep 
Score: -14734873.000000 Penalty: 3795.856201
	Iteration 57Q: 3 clusters Score -1.473487e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 109259 members 
Entering Unmasked Estep 
Score: -14734662.000000 Penalty: 3795.856201
	Iteration 58Q: 3 clusters Score -1.473466e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 109826 members 
Entering Unmasked Estep 
Score: -14734413.000000 Penalty: 3795.856201
	Iteration 59Q: 3 clusters Score -1.473441e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 110373 members 
Entering Unmasked Estep 
Score: -14734277.000000 Penalty: 3795.856201
	Iteration 60F: 3 clusters Score -1.473428e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 110898 members 
Entering Unmasked Estep 
Score: -14734083.000000 Penalty: 3795.856201
	Iteration 61Q: 3 clusters Score -1.473408e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 111387 members 
Entering Unmasked Estep 
Score: -14733904.000000 Penalty: 3795.856201
	Iteration 62Q: 3 clusters Score -1.47339e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 111831 members 
Entering Unmasked Estep 
Score: -14733669.000000 Penalty: 3795.856201
	Iteration 63Q: 3 clusters Score -1.473367e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 112245 members 
Entering Unmasked Estep 
Score: -14733438.000000 Penalty: 3795.856201
	Iteration 64Q: 3 clusters Score -1.473344e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 112633 members 
Entering Unmasked Estep 
Score: -14733212.000000 Penalty: 3795.856201
	Iteration 65Q: 3 clusters Score -1.473321e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 112990 members 
Entering Unmasked Estep 
Score: -14733078.000000 Penalty: 3795.856201
	Iteration 66Q: 3 clusters Score -1.473308e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 113324 members 
Entering Unmasked Estep 
Score: -14732967.000000 Penalty: 3795.856201
	Iteration 67Q: 3 clusters Score -1.473297e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 113628 members 
Entering Unmasked Estep 
Score: -14732841.000000 Penalty: 3795.856201
	Iteration 68Q: 3 clusters Score -1.473284e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 113941 members 
Entering Unmasked Estep 
Score: -14732733.000000 Penalty: 3795.856201
	Iteration 69Q: 3 clusters Score -1.473273e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 114267 members 
Entering Unmasked Estep 
Score: -14732624.000000 Penalty: 3795.856201
	Iteration 70Q: 3 clusters Score -1.473262e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 114555 members 
Entering Unmasked Estep 
Score: -14732451.000000 Penalty: 3795.856201
	Iteration 71Q: 3 clusters Score -1.473245e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 114809 members 
Entering Unmasked Estep 
Score: -14732390.000000 Penalty: 3795.856201
	Iteration 72Q: 3 clusters Score -1.473239e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 115066 members 
Entering Unmasked Estep 
Score: -14732349.000000 Penalty: 3795.856201
	Iteration 73Q: 3 clusters Score -1.473235e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 115296 members 
Entering Unmasked Estep 
Score: -14732251.000000 Penalty: 3795.856201
	Iteration 74Q: 3 clusters Score -1.473225e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 115496 members 
Entering Unmasked Estep 
Score: -14732142.000000 Penalty: 3795.856201
	Iteration 75Q: 3 clusters Score -1.473214e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 115668 members 
Entering Unmasked Estep 
Score: -14732037.000000 Penalty: 3795.856201
	Iteration 76Q: 3 clusters Score -1.473204e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 115846 members 
Entering Unmasked Estep 
Score: -14731991.000000 Penalty: 3795.856201
	Iteration 77Q: 3 clusters Score -1.473199e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 116008 members 
Entering Unmasked Estep 
Score: -14731899.000000 Penalty: 3795.856201
	Iteration 78Q: 3 clusters Score -1.47319e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 116144 members 
Entering Unmasked Estep 
Score: -14731846.000000 Penalty: 3795.856201
	Iteration 79Q: 3 clusters Score -1.473185e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 116284 members 
Entering Unmasked Estep 
Score: -14731741.000000 Penalty: 3795.856201
	Iteration 80F: 3 clusters Score -1.473174e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 116421 members 
Entering Unmasked Estep 
Score: -14731694.000000 Penalty: 3795.856201
	Iteration 81Q: 3 clusters Score -1.473169e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 116538 members 
Entering Unmasked Estep 
Score: -14731658.000000 Penalty: 3795.856201
	Iteration 82Q: 3 clusters Score -1.473166e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 116646 members 
Entering Unmasked Estep 
Score: -14731663.000000 Penalty: 3795.856201
	Iteration 83Q: 3 clusters Score -1.473166e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 116729 members 
Entering Unmasked Estep 
Score: -14731649.000000 Penalty: 3795.856201
	Iteration 84Q: 3 clusters Score -1.473165e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 116813 members 
Entering Unmasked Estep 
Score: -14731619.000000 Penalty: 3795.856201
	Iteration 85Q: 3 clusters Score -1.473162e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 116893 members 
Entering Unmasked Estep 
Score: -14731581.000000 Penalty: 3795.856201
	Iteration 86Q: 3 clusters Score -1.473158e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 116974 members 
Entering Unmasked Estep 
Score: -14731547.000000 Penalty: 3795.856201
	Iteration 87Q: 3 clusters Score -1.473155e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 117040 members 
Entering Unmasked Estep 
Score: -14731538.000000 Penalty: 3795.856201
	Iteration 88Q: 3 clusters Score -1.473154e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 117092 members 
Entering Unmasked Estep 
Score: -14731500.000000 Penalty: 3795.856201
	Iteration 89Q: 3 clusters Score -1.47315e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 117136 members 
Entering Unmasked Estep 
Score: -14731491.000000 Penalty: 3795.856201
	Iteration 90Q: 3 clusters Score -1.473149e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 117174 members 
Entering Unmasked Estep 
Score: -14731493.000000 Penalty: 3795.856201
	Iteration 91Q: 3 clusters Score -1.473149e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 117208 members 
Entering Unmasked Estep 
Score: -14731489.000000 Penalty: 3795.856201
	Iteration 92Q: 3 clusters Score -1.473149e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 117236 members 
Entering Unmasked Estep 
Score: -14731477.000000 Penalty: 3795.856201
	Iteration 93Q: 3 clusters Score -1.473148e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 117267 members 
Entering Unmasked Estep 
Score: -14731458.000000 Penalty: 3795.856201
	Iteration 94Q: 3 clusters Score -1.473146e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 117285 members 
Entering Unmasked Estep 
Score: -14731446.000000 Penalty: 3795.856201
	Iteration 95Q: 3 clusters Score -1.473145e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 117312 members 
Entering Unmasked Estep 
Score: -14731430.000000 Penalty: 3795.856201
	Iteration 96Q: 3 clusters Score -1.473143e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 117340 members 
Entering Unmasked Estep 
Score: -14731424.000000 Penalty: 3795.856201
	Iteration 97Q: 3 clusters Score -1.473142e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 117370 members 
Entering Unmasked Estep 
Score: -14731409.000000 Penalty: 3795.856201
	Iteration 98Q: 3 clusters Score -1.473141e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 117403 members 
Entering Unmasked Estep 
Score: -14731402.000000 Penalty: 3795.856201
	Iteration 99Q: 3 clusters Score -1.47314e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 117442 members 
Entering Unmasked Estep 
Score: -14731382.000000 Penalty: 3795.856201
	Iteration 100F: 3 clusters Score -1.473138e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 117479 members 
Entering Unmasked Estep 
Score: -14731369.000000 Penalty: 3795.856201
	Iteration 101Q: 3 clusters Score -1.473137e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 117507 members 
Entering Unmasked Estep 
Score: -14731365.000000 Penalty: 3795.856201
	Iteration 102Q: 3 clusters Score -1.473136e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 117523 members 
Entering Unmasked Estep 
Score: -14731371.000000 Penalty: 3795.856201
	Iteration 103Q: 3 clusters Score -1.473137e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 117540 members 
Entering Unmasked Estep 
Score: -14731350.000000 Penalty: 3795.856201
	Iteration 104Q: 3 clusters Score -1.473135e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 117551 members 
Entering Unmasked Estep 
Score: -14731342.000000 Penalty: 3795.856201
	Iteration 105Q: 3 clusters Score -1.473134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 117557 members 
Entering Unmasked Estep 
Score: -14731341.000000 Penalty: 3795.856201
	Iteration 106Q: 3 clusters Score -1.473134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 117560 members 
Entering Unmasked Estep 
Score: -14731357.000000 Penalty: 3795.856201
	Iteration 107Q: 3 clusters Score -1.473136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 117564 members 
Entering Unmasked Estep 
Score: -14731346.000000 Penalty: 3795.856201
	Iteration 108Q: 3 clusters Score -1.473135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 117567 members 
Entering Unmasked Estep 
Score: -14731352.000000 Penalty: 3795.856201
	Iteration 109Q: 3 clusters Score -1.473135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 117568 members 
Entering Unmasked Estep 
Score: -14731347.000000 Penalty: 3795.856201
	Iteration 110Q: 3 clusters Score -1.473135e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 117568 members 
Entering Unmasked Estep 
Score: -14731347.000000 Penalty: 3795.856201
	Iteration 111F: 3 clusters Score -1.473135e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Entering Unmasked Estep 
Score: -765330.562500 Penalty: 1427.152466
	Iteration 0F: 2 clusters Score -765330.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -760388.687500 Penalty: 2854.304932
	Iteration 0F: 3 clusters Score -760388.7 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -762221.437500 Penalty: 2854.304932
	Iteration 1F: 3 clusters Score -762221.4 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -762852.312500 Penalty: 2854.304932
	Iteration 2F: 3 clusters Score -762852.3 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -763470.500000 Penalty: 2854.304932
	Iteration 3F: 3 clusters Score -763470.5 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -764073.625000 Penalty: 2854.304932
	Iteration 4F: 3 clusters Score -764073.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -764518.125000 Penalty: 2854.304932
	Iteration 5F: 3 clusters Score -764518.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -764799.312500 Penalty: 2854.304932
	Iteration 6Q: 3 clusters Score -764799.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -764952.187500 Penalty: 2854.304932
	Iteration 7Q: 3 clusters Score -764952.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -765036.625000 Penalty: 2854.304932
	Iteration 8Q: 3 clusters Score -765036.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -765103.562500 Penalty: 2854.304932
	Iteration 9Q: 3 clusters Score -765103.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -765139.312500 Penalty: 2854.304932
	Iteration 10Q: 3 clusters Score -765139.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -765160.000000 Penalty: 2854.304932
	Iteration 11Q: 3 clusters Score -765160 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -765175.750000 Penalty: 2854.304932
	Iteration 12Q: 3 clusters Score -765175.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -765184.687500 Penalty: 2854.304932
	Iteration 13Q: 3 clusters Score -765184.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -765190.250000 Penalty: 2854.304932
	Iteration 14Q: 3 clusters Score -765190.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -765193.625000 Penalty: 2854.304932
	Iteration 15Q: 3 clusters Score -765193.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -765201.500000 Penalty: 2854.304932
	Iteration 16Q: 3 clusters Score -765201.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -765203.125000 Penalty: 2854.304932
	Iteration 17Q: 3 clusters Score -765203.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -765206.750000 Penalty: 2854.304932
	Iteration 18Q: 3 clusters Score -765206.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -765206.500000 Penalty: 2854.304932
	Iteration 19Q: 3 clusters Score -765206.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -765209.000000 Penalty: 2854.304932
	Iteration 20F: 3 clusters Score -765209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -765211.062500 Penalty: 2854.304932
	Iteration 21Q: 3 clusters Score -765211.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -765211.437500 Penalty: 2854.304932
	Iteration 22Q: 3 clusters Score -765211.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -765214.562500 Penalty: 2854.304932
	Iteration 23Q: 3 clusters Score -765214.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -765216.000000 Penalty: 2854.304932
	Iteration 24Q: 3 clusters Score -765216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -765221.250000 Penalty: 2854.304932
	Iteration 25Q: 3 clusters Score -765221.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -765224.812500 Penalty: 2854.304932
	Iteration 26Q: 3 clusters Score -765224.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -765227.125000 Penalty: 2854.304932
	Iteration 27Q: 3 clusters Score -765227.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -765233.125000 Penalty: 2854.304932
	Iteration 28Q: 3 clusters Score -765233.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -765235.750000 Penalty: 2854.304932
	Iteration 29Q: 3 clusters Score -765235.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -765237.437500 Penalty: 2854.304932
	Iteration 30Q: 3 clusters Score -765237.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -765240.062500 Penalty: 2854.304932
	Iteration 31Q: 3 clusters Score -765240.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -765242.250000 Penalty: 2854.304932
	Iteration 32Q: 3 clusters Score -765242.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -765241.187500 Penalty: 2854.304932
	Iteration 33Q: 3 clusters Score -765241.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -765243.875000 Penalty: 2854.304932
	Iteration 34Q: 3 clusters Score -765243.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -765246.250000 Penalty: 2854.304932
	Iteration 35Q: 3 clusters Score -765246.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -765247.875000 Penalty: 2854.304932
	Iteration 36Q: 3 clusters Score -765247.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -765248.875000 Penalty: 2854.304932
	Iteration 37Q: 3 clusters Score -765248.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -765250.687500 Penalty: 2854.304932
	Iteration 38Q: 3 clusters Score -765250.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -765252.812500 Penalty: 2854.304932
	Iteration 39Q: 3 clusters Score -765252.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -765254.062500 Penalty: 2854.304932
	Iteration 40F: 3 clusters Score -765254.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -765253.937500 Penalty: 2854.304932
	Iteration 41Q: 3 clusters Score -765253.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -765254.812500 Penalty: 2854.304932
	Iteration 42Q: 3 clusters Score -765254.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -765254.750000 Penalty: 2854.304932
	Iteration 43Q: 3 clusters Score -765254.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -765255.062500 Penalty: 2854.304932
	Iteration 44Q: 3 clusters Score -765255.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -765256.500000 Penalty: 2854.304932
	Iteration 45Q: 3 clusters Score -765256.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -765256.312500 Penalty: 2854.304932
	Iteration 46Q: 3 clusters Score -765256.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -765257.625000 Penalty: 2854.304932
	Iteration 47Q: 3 clusters Score -765257.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -765256.375000 Penalty: 2854.304932
	Iteration 48Q: 3 clusters Score -765256.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -765258.125000 Penalty: 2854.304932
	Iteration 49Q: 3 clusters Score -765258.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -765259.375000 Penalty: 2854.304932
	Iteration 50Q: 3 clusters Score -765259.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -765259.937500 Penalty: 2854.304932
	Iteration 51Q: 3 clusters Score -765259.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -765263.437500 Penalty: 2854.304932
	Iteration 52Q: 3 clusters Score -765263.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -765263.000000 Penalty: 2854.304932
	Iteration 53Q: 3 clusters Score -765263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -765264.937500 Penalty: 2854.304932
	Iteration 54Q: 3 clusters Score -765264.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -765264.062500 Penalty: 2854.304932
	Iteration 55Q: 3 clusters Score -765264.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -765264.500000 Penalty: 2854.304932
	Iteration 56Q: 3 clusters Score -765264.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -765265.875000 Penalty: 2854.304932
	Iteration 57Q: 3 clusters Score -765265.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -765267.375000 Penalty: 2854.304932
	Iteration 58Q: 3 clusters Score -765267.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -765266.500000 Penalty: 2854.304932
	Iteration 59Q: 3 clusters Score -765266.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -765266.000000 Penalty: 2854.304932
	Iteration 60F: 3 clusters Score -765266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -765266.062500 Penalty: 2854.304932
	Iteration 61Q: 3 clusters Score -765266.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -765269.250000 Penalty: 2854.304932
	Iteration 62Q: 3 clusters Score -765269.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -765269.937500 Penalty: 2854.304932
	Iteration 63Q: 3 clusters Score -765269.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -765269.937500 Penalty: 2854.304932
	Iteration 64Q: 3 clusters Score -765269.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -765269.750000 Penalty: 2854.304932
	Iteration 65Q: 3 clusters Score -765269.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -765269.375000 Penalty: 2854.304932
	Iteration 66Q: 3 clusters Score -765269.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -765270.000000 Penalty: 2854.304932
	Iteration 67Q: 3 clusters Score -765270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -765269.625000 Penalty: 2854.304932
	Iteration 68Q: 3 clusters Score -765269.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -765270.687500 Penalty: 2854.304932
	Iteration 69Q: 3 clusters Score -765270.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -765270.125000 Penalty: 2854.304932
	Iteration 70Q: 3 clusters Score -765270.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -765270.125000 Penalty: 2854.304932
	Iteration 71F: 3 clusters Score -765270.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -39068.027344 Penalty: 956.039856
	Iteration 0F: 2 clusters Score -39068.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -38101.093750 Penalty: 1912.079712
	Iteration 0F: 3 clusters Score -38101.09 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -38222.429688 Penalty: 1912.079712
	Iteration 1F: 3 clusters Score -38222.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -38266.355469 Penalty: 1912.079712
	Iteration 2F: 3 clusters Score -38266.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -38316.394531 Penalty: 1912.079712
	Iteration 3Q: 3 clusters Score -38316.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -38334.730469 Penalty: 1912.079712
	Iteration 4Q: 3 clusters Score -38334.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -38343.296875 Penalty: 1912.079712
	Iteration 5Q: 3 clusters Score -38343.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -38349.855469 Penalty: 1912.079712
	Iteration 6Q: 3 clusters Score -38349.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38362.585938 Penalty: 1912.079712
	Iteration 7Q: 3 clusters Score -38362.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -38371.351562 Penalty: 1912.079712
	Iteration 8Q: 3 clusters Score -38371.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -38374.246094 Penalty: 1912.079712
	Iteration 9Q: 3 clusters Score -38374.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -38375.855469 Penalty: 1912.079712
	Iteration 10Q: 3 clusters Score -38375.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -38380.148438 Penalty: 1912.079712
	Iteration 11Q: 3 clusters Score -38380.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -38389.257812 Penalty: 1912.079712
	Iteration 12Q: 3 clusters Score -38389.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38399.464844 Penalty: 1912.079712
	Iteration 13Q: 3 clusters Score -38399.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -38417.507812 Penalty: 1912.079712
	Iteration 14Q: 3 clusters Score -38417.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38435.710938 Penalty: 1912.079712
	Iteration 15Q: 3 clusters Score -38435.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -38438.183594 Penalty: 1912.079712
	Iteration 16Q: 3 clusters Score -38438.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -38440.546875 Penalty: 1912.079712
	Iteration 17Q: 3 clusters Score -38440.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -38446.191406 Penalty: 1912.079712
	Iteration 18Q: 3 clusters Score -38446.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -38460.347656 Penalty: 1912.079712
	Iteration 19Q: 3 clusters Score -38460.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -38484.468750 Penalty: 1912.079712
	Iteration 20F: 3 clusters Score -38484.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -38508.125000 Penalty: 1912.079712
	Iteration 21Q: 3 clusters Score -38508.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38517.726562 Penalty: 1912.079712
	Iteration 22Q: 3 clusters Score -38517.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38517.726562 Penalty: 1912.079712
	Iteration 23F: 3 clusters Score -38517.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Entering Unmasked Estep 
Score: -1176820.000000 Penalty: 1487.177734
	Iteration 0F: 2 clusters Score -1176820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1170164.250000 Penalty: 2974.355469
	Iteration 0F: 3 clusters Score -1170164 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1172625.375000 Penalty: 2974.355469
	Iteration 1F: 3 clusters Score -1172625 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1173121.750000 Penalty: 2974.355469
	Iteration 2F: 3 clusters Score -1173122 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1173664.000000 Penalty: 2974.355469
	Iteration 3F: 3 clusters Score -1173664 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1174206.750000 Penalty: 2974.355469
	Iteration 4F: 3 clusters Score -1174207 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1174716.500000 Penalty: 2974.355469
	Iteration 5F: 3 clusters Score -1174716 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1175121.625000 Penalty: 2974.355469
	Iteration 6F: 3 clusters Score -1175122 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1175402.625000 Penalty: 2974.355469
	Iteration 7Q: 3 clusters Score -1175403 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1175576.125000 Penalty: 2974.355469
	Iteration 8Q: 3 clusters Score -1175576 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1175665.500000 Penalty: 2974.355469
	Iteration 9Q: 3 clusters Score -1175666 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1175731.500000 Penalty: 2974.355469
	Iteration 10Q: 3 clusters Score -1175732 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1175773.000000 Penalty: 2974.355469
	Iteration 11Q: 3 clusters Score -1175773 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1175793.250000 Penalty: 2974.355469
	Iteration 12Q: 3 clusters Score -1175793 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1175813.375000 Penalty: 2974.355469
	Iteration 13Q: 3 clusters Score -1175813 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1175825.750000 Penalty: 2974.355469
	Iteration 14Q: 3 clusters Score -1175826 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1175843.500000 Penalty: 2974.355469
	Iteration 15Q: 3 clusters Score -1175844 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1175858.750000 Penalty: 2974.355469
	Iteration 16Q: 3 clusters Score -1175859 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1175872.500000 Penalty: 2974.355469
	Iteration 17Q: 3 clusters Score -1175872 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1175884.375000 Penalty: 2974.355469
	Iteration 18Q: 3 clusters Score -1175884 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1175891.000000 Penalty: 2974.355469
	Iteration 19Q: 3 clusters Score -1175891 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1175898.750000 Penalty: 2974.355469
	Iteration 20F: 3 clusters Score -1175899 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1175904.125000 Penalty: 2974.355469
	Iteration 21Q: 3 clusters Score -1175904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1175905.500000 Penalty: 2974.355469
	Iteration 22Q: 3 clusters Score -1175906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1175910.875000 Penalty: 2974.355469
	Iteration 23Q: 3 clusters Score -1175911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1175915.125000 Penalty: 2974.355469
	Iteration 24Q: 3 clusters Score -1175915 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1175920.000000 Penalty: 2974.355469
	Iteration 25Q: 3 clusters Score -1175920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1175927.750000 Penalty: 2974.355469
	Iteration 26Q: 3 clusters Score -1175928 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1175938.500000 Penalty: 2974.355469
	Iteration 27Q: 3 clusters Score -1175938 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1175951.125000 Penalty: 2974.355469
	Iteration 28Q: 3 clusters Score -1175951 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1175962.125000 Penalty: 2974.355469
	Iteration 29Q: 3 clusters Score -1175962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1175968.250000 Penalty: 2974.355469
	Iteration 30Q: 3 clusters Score -1175968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1175979.125000 Penalty: 2974.355469
	Iteration 31Q: 3 clusters Score -1175979 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1175983.500000 Penalty: 2974.355469
	Iteration 32Q: 3 clusters Score -1175984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1175988.750000 Penalty: 2974.355469
	Iteration 33Q: 3 clusters Score -1175989 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1175998.750000 Penalty: 2974.355469
	Iteration 34Q: 3 clusters Score -1175999 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1176005.250000 Penalty: 2974.355469
	Iteration 35Q: 3 clusters Score -1176005 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1176010.500000 Penalty: 2974.355469
	Iteration 36Q: 3 clusters Score -1176010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1176016.875000 Penalty: 2974.355469
	Iteration 37Q: 3 clusters Score -1176017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1176022.875000 Penalty: 2974.355469
	Iteration 38Q: 3 clusters Score -1176023 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1176028.125000 Penalty: 2974.355469
	Iteration 39Q: 3 clusters Score -1176028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1176035.500000 Penalty: 2974.355469
	Iteration 40F: 3 clusters Score -1176036 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1176040.875000 Penalty: 2974.355469
	Iteration 41Q: 3 clusters Score -1176041 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1176045.375000 Penalty: 2974.355469
	Iteration 42Q: 3 clusters Score -1176045 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1176055.375000 Penalty: 2974.355469
	Iteration 43Q: 3 clusters Score -1176055 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1176064.000000 Penalty: 2974.355469
	Iteration 44Q: 3 clusters Score -1176064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1176066.250000 Penalty: 2974.355469
	Iteration 45Q: 3 clusters Score -1176066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1176069.000000 Penalty: 2974.355469
	Iteration 46Q: 3 clusters Score -1176069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1176069.125000 Penalty: 2974.355469
	Iteration 47Q: 3 clusters Score -1176069 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1176080.250000 Penalty: 2974.355469
	Iteration 48Q: 3 clusters Score -1176080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1176084.500000 Penalty: 2974.355469
	Iteration 49Q: 3 clusters Score -1176084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1176089.000000 Penalty: 2974.355469
	Iteration 50Q: 3 clusters Score -1176089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1176094.625000 Penalty: 2974.355469
	Iteration 51Q: 3 clusters Score -1176095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1176100.125000 Penalty: 2974.355469
	Iteration 52Q: 3 clusters Score -1176100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1176102.000000 Penalty: 2974.355469
	Iteration 53Q: 3 clusters Score -1176102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1176102.250000 Penalty: 2974.355469
	Iteration 54Q: 3 clusters Score -1176102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1176105.000000 Penalty: 2974.355469
	Iteration 55Q: 3 clusters Score -1176105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1176109.250000 Penalty: 2974.355469
	Iteration 56Q: 3 clusters Score -1176109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1176104.875000 Penalty: 2974.355469
	Iteration 57Q: 3 clusters Score -1176105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1176105.250000 Penalty: 2974.355469
	Iteration 58Q: 3 clusters Score -1176105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1176104.875000 Penalty: 2974.355469
	Iteration 59Q: 3 clusters Score -1176105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1176105.125000 Penalty: 2974.355469
	Iteration 60F: 3 clusters Score -1176105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1176107.000000 Penalty: 2974.355469
	Iteration 61Q: 3 clusters Score -1176107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1176108.375000 Penalty: 2974.355469
	Iteration 62Q: 3 clusters Score -1176108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1176111.375000 Penalty: 2974.355469
	Iteration 63Q: 3 clusters Score -1176111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1176113.875000 Penalty: 2974.355469
	Iteration 64Q: 3 clusters Score -1176114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1176114.500000 Penalty: 2974.355469
	Iteration 65Q: 3 clusters Score -1176114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1176114.500000 Penalty: 2974.355469
	Iteration 66Q: 3 clusters Score -1176114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1176112.125000 Penalty: 2974.355469
	Iteration 67Q: 3 clusters Score -1176112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1176114.500000 Penalty: 2974.355469
	Iteration 68Q: 3 clusters Score -1176114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1176116.000000 Penalty: 2974.355469
	Iteration 69Q: 3 clusters Score -1176116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1176116.750000 Penalty: 2974.355469
	Iteration 70Q: 3 clusters Score -1176117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1176118.250000 Penalty: 2974.355469
	Iteration 71Q: 3 clusters Score -1176118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1176118.875000 Penalty: 2974.355469
	Iteration 72Q: 3 clusters Score -1176119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1176120.000000 Penalty: 2974.355469
	Iteration 73Q: 3 clusters Score -1176120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1176119.125000 Penalty: 2974.355469
	Iteration 74Q: 3 clusters Score -1176119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1176119.125000 Penalty: 2974.355469
	Iteration 75F: 3 clusters Score -1176119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Entering Unmasked Estep 
Score: -4624093.000000 Penalty: 1714.522095
	Iteration 0F: 2 clusters Score -4624093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -4598393.500000 Penalty: 3429.044189
	Iteration 0F: 3 clusters Score -4598394 nChanged 17780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -4608586.500000 Penalty: 3429.044189
	Iteration 1F: 3 clusters Score -4608586 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -4609296.500000 Penalty: 3429.044189
	Iteration 2Q: 3 clusters Score -4609296 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -4610190.500000 Penalty: 3429.044189
	Iteration 3Q: 3 clusters Score -4610190 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -4611197.000000 Penalty: 3429.044189
	Iteration 4F: 3 clusters Score -4611197 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -4612287.000000 Penalty: 3429.044189
	Iteration 5F: 3 clusters Score -4612287 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -4613272.000000 Penalty: 3429.044189
	Iteration 6F: 3 clusters Score -4613272 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -4614209.500000 Penalty: 3429.044189
	Iteration 7F: 3 clusters Score -4614210 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -4615064.500000 Penalty: 3429.044189
	Iteration 8Q: 3 clusters Score -4615064 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -4615742.500000 Penalty: 3429.044189
	Iteration 9Q: 3 clusters Score -4615742 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -4616341.500000 Penalty: 3429.044189
	Iteration 10Q: 3 clusters Score -4616342 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -4616883.000000 Penalty: 3429.044189
	Iteration 11Q: 3 clusters Score -4616883 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -4617353.000000 Penalty: 3429.044189
	Iteration 12Q: 3 clusters Score -4617353 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -4617772.000000 Penalty: 3429.044189
	Iteration 13Q: 3 clusters Score -4617772 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -4618203.500000 Penalty: 3429.044189
	Iteration 14Q: 3 clusters Score -4618204 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -4618569.500000 Penalty: 3429.044189
	Iteration 15Q: 3 clusters Score -4618570 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -4618912.000000 Penalty: 3429.044189
	Iteration 16Q: 3 clusters Score -4618912 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -4619283.500000 Penalty: 3429.044189
	Iteration 17Q: 3 clusters Score -4619284 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -4619664.000000 Penalty: 3429.044189
	Iteration 18Q: 3 clusters Score -4619664 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -4620109.000000 Penalty: 3429.044189
	Iteration 19Q: 3 clusters Score -4620109 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -4620539.500000 Penalty: 3429.044189
	Iteration 20F: 3 clusters Score -4620540 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -4621026.500000 Penalty: 3429.044189
	Iteration 21Q: 3 clusters Score -4621026 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -4621617.500000 Penalty: 3429.044189
	Iteration 22Q: 3 clusters Score -4621618 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -4622274.500000 Penalty: 3429.044189
	Iteration 23Q: 3 clusters Score -4622274 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -4622583.000000 Penalty: 3429.044189
	Iteration 24Q: 3 clusters Score -4622583 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -4622719.000000 Penalty: 3429.044189
	Iteration 25Q: 3 clusters Score -4622719 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -4622808.000000 Penalty: 3429.044189
	Iteration 26Q: 3 clusters Score -4622808 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -4622877.000000 Penalty: 3429.044189
	Iteration 27Q: 3 clusters Score -4622877 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -4622925.000000 Penalty: 3429.044189
	Iteration 28Q: 3 clusters Score -4622925 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -4622970.000000 Penalty: 3429.044189
	Iteration 29Q: 3 clusters Score -4622970 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -4623008.000000 Penalty: 3429.044189
	Iteration 30Q: 3 clusters Score -4623008 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -4623050.500000 Penalty: 3429.044189
	Iteration 31Q: 3 clusters Score -4623050 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -4623098.000000 Penalty: 3429.044189
	Iteration 32Q: 3 clusters Score -4623098 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -4623156.000000 Penalty: 3429.044189
	Iteration 33Q: 3 clusters Score -4623156 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -4623201.500000 Penalty: 3429.044189
	Iteration 34Q: 3 clusters Score -4623202 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -4623228.000000 Penalty: 3429.044189
	Iteration 35Q: 3 clusters Score -4623228 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -4623247.000000 Penalty: 3429.044189
	Iteration 36Q: 3 clusters Score -4623247 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -4623265.500000 Penalty: 3429.044189
	Iteration 37Q: 3 clusters Score -4623266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -4623263.000000 Penalty: 3429.044189
	Iteration 38Q: 3 clusters Score -4623263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -4623267.500000 Penalty: 3429.044189
	Iteration 39Q: 3 clusters Score -4623268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -4623282.000000 Penalty: 3429.044189
	Iteration 40F: 3 clusters Score -4623282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -4623279.000000 Penalty: 3429.044189
	Iteration 41Q: 3 clusters Score -4623279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -4623287.500000 Penalty: 3429.044189
	Iteration 42Q: 3 clusters Score -4623288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -4623286.500000 Penalty: 3429.044189
	Iteration 43Q: 3 clusters Score -4623286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -4623295.000000 Penalty: 3429.044189
	Iteration 44Q: 3 clusters Score -4623295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -4623298.000000 Penalty: 3429.044189
	Iteration 45Q: 3 clusters Score -4623298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -4623293.500000 Penalty: 3429.044189
	Iteration 46Q: 3 clusters Score -4623294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -4623294.500000 Penalty: 3429.044189
	Iteration 47Q: 3 clusters Score -4623294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -4623294.000000 Penalty: 3429.044189
	Iteration 48Q: 3 clusters Score -4623294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -4623294.000000 Penalty: 3429.044189
	Iteration 49F: 3 clusters Score -4623294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -18758.425781 Penalty: 948.156738
	Iteration 0F: 2 clusters Score -18758.43 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 165 members 
Entering Unmasked Estep 
Score: -17969.750000 Penalty: 1896.313477
	Iteration 0F: 3 clusters Score -17969.75 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18366.335938 Penalty: 1896.313477
	Iteration 1F: 3 clusters Score -18366.34 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18603.607422 Penalty: 1896.313477
	Iteration 2F: 3 clusters Score -18603.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18874.871094 Penalty: 1896.313477
	Iteration 3F: 3 clusters Score -18874.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19091.027344 Penalty: 1896.313477
	Iteration 4F: 3 clusters Score -19091.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19143.634766 Penalty: 1896.313477
	Iteration 5Q: 3 clusters Score -19143.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19165.408203 Penalty: 1896.313477
	Iteration 6Q: 3 clusters Score -19165.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19166.089844 Penalty: 1896.313477
	Iteration 7Q: 3 clusters Score -19166.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19181.468750 Penalty: 1896.313477
	Iteration 8Q: 3 clusters Score -19181.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19181.468750 Penalty: 1896.313477
	Iteration 9F: 3 clusters Score -19181.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 118132 members 
Mstep: Class 3 contains 6519 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9432 members 
Mstep: Class 6 contains 38212 members 
Mstep: Class 7 contains 142 members 
Mstep: Class 8 contains 6928 members 
Mstep: Class 9 contains 98694 members 
Mstep: Class 10 contains 80945 members 
Mstep: Class 11 contains 101312 members 
Mstep: Class 12 contains 55477 members 
Mstep: Class 13 contains 4941 members 
Mstep: Class 14 contains 92928 members 
Mstep: Class 15 contains 3087 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4743 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 20710 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1636 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10077 members 
Mstep: Class 25 contains 101839 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6499 members 
Mstep: Class 28 contains 2784 members 
Mstep: Class 29 contains 3694 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13929 members 
Mstep: Class 34 contains 10179 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90672 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7624 members 
Mstep: Class 41 contains 1694 members 
Mstep: Class 42 contains 200 members 
Entering Unmasked Estep 
Score: -111781080.000000 Penalty: 93710.203125
Splitting cluster 7 changes total score from -111781888.000000 to -111781080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (6928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Entering Unmasked Estep 
Score: -824111.687500 Penalty: 1437.040527
	Iteration 0F: 2 clusters Score -824111.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -818918.062500 Penalty: 2874.081055
	Iteration 0F: 3 clusters Score -818918.1 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -820478.062500 Penalty: 2874.081055
	Iteration 1F: 3 clusters Score -820478.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -820688.687500 Penalty: 2874.081055
	Iteration 2F: 3 clusters Score -820688.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -820872.812500 Penalty: 2874.081055
	Iteration 3F: 3 clusters Score -820872.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -821026.812500 Penalty: 2874.081055
	Iteration 4Q: 3 clusters Score -821026.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -821180.750000 Penalty: 2874.081055
	Iteration 5Q: 3 clusters Score -821180.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -821353.500000 Penalty: 2874.081055
	Iteration 6Q: 3 clusters Score -821353.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -821533.687500 Penalty: 2874.081055
	Iteration 7Q: 3 clusters Score -821533.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -821748.812500 Penalty: 2874.081055
	Iteration 8Q: 3 clusters Score -821748.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -821943.312500 Penalty: 2874.081055
	Iteration 9F: 3 clusters Score -821943.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -822114.312500 Penalty: 2874.081055
	Iteration 10Q: 3 clusters Score -822114.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -822298.500000 Penalty: 2874.081055
	Iteration 11Q: 3 clusters Score -822298.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -822462.875000 Penalty: 2874.081055
	Iteration 12Q: 3 clusters Score -822462.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -822590.312500 Penalty: 2874.081055
	Iteration 13Q: 3 clusters Score -822590.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -822728.437500 Penalty: 2874.081055
	Iteration 14Q: 3 clusters Score -822728.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -822841.187500 Penalty: 2874.081055
	Iteration 15Q: 3 clusters Score -822841.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -822914.500000 Penalty: 2874.081055
	Iteration 16Q: 3 clusters Score -822914.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -822972.000000 Penalty: 2874.081055
	Iteration 17Q: 3 clusters Score -822972 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -823029.500000 Penalty: 2874.081055
	Iteration 18Q: 3 clusters Score -823029.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -823079.062500 Penalty: 2874.081055
	Iteration 19Q: 3 clusters Score -823079.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -823105.312500 Penalty: 2874.081055
	Iteration 20F: 3 clusters Score -823105.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -823136.250000 Penalty: 2874.081055
	Iteration 21Q: 3 clusters Score -823136.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -823160.312500 Penalty: 2874.081055
	Iteration 22Q: 3 clusters Score -823160.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -823174.312500 Penalty: 2874.081055
	Iteration 23Q: 3 clusters Score -823174.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -823178.812500 Penalty: 2874.081055
	Iteration 24Q: 3 clusters Score -823178.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -823182.375000 Penalty: 2874.081055
	Iteration 25Q: 3 clusters Score -823182.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -823184.000000 Penalty: 2874.081055
	Iteration 26Q: 3 clusters Score -823184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -823184.125000 Penalty: 2874.081055
	Iteration 27Q: 3 clusters Score -823184.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -823184.437500 Penalty: 2874.081055
	Iteration 28Q: 3 clusters Score -823184.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -823188.625000 Penalty: 2874.081055
	Iteration 29Q: 3 clusters Score -823188.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -823189.562500 Penalty: 2874.081055
	Iteration 30Q: 3 clusters Score -823189.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -823189.937500 Penalty: 2874.081055
	Iteration 31Q: 3 clusters Score -823189.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -823191.312500 Penalty: 2874.081055
	Iteration 32Q: 3 clusters Score -823191.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -823191.312500 Penalty: 2874.081055
	Iteration 33F: 3 clusters Score -823191.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (98694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98694 members 
Entering Unmasked Estep 
Score: -12460155.000000 Penalty: 1868.714233
	Iteration 0F: 2 clusters Score -1.246016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49173 members 
Mstep: Class 2 contains 49521 members 
Entering Unmasked Estep 
Score: -12395051.000000 Penalty: 3737.428467
	Iteration 0F: 3 clusters Score -1.239505e+07 nChanged 47228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -12422320.000000 Penalty: 3737.428467
	Iteration 1F: 3 clusters Score -1.242232e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 52426 members 
Entering Unmasked Estep 
Score: -12423202.000000 Penalty: 3737.428467
	Iteration 2Q: 3 clusters Score -1.24232e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Mstep: Class 2 contains 54558 members 
Entering Unmasked Estep 
Score: -12424307.000000 Penalty: 3737.428467
	Iteration 3Q: 3 clusters Score -1.242431e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 57733 members 
Entering Unmasked Estep 
Score: -12425947.000000 Penalty: 3737.428467
	Iteration 4Q: 3 clusters Score -1.242595e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 62221 members 
Entering Unmasked Estep 
Score: -12428721.000000 Penalty: 3737.428467
	Iteration 5F: 3 clusters Score -1.242872e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 68281 members 
Entering Unmasked Estep 
Score: -12433381.000000 Penalty: 3737.428467
	Iteration 6F: 3 clusters Score -1.243338e+07 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 75435 members 
Entering Unmasked Estep 
Score: -12439417.000000 Penalty: 3737.428467
	Iteration 7F: 3 clusters Score -1.243942e+07 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 82257 members 
Entering Unmasked Estep 
Score: -12445582.000000 Penalty: 3737.428467
	Iteration 8F: 3 clusters Score -1.244558e+07 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 87528 members 
Entering Unmasked Estep 
Score: -12450415.000000 Penalty: 3737.428467
	Iteration 9F: 3 clusters Score -1.245042e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 91018 members 
Entering Unmasked Estep 
Score: -12454001.000000 Penalty: 3737.428467
	Iteration 10Q: 3 clusters Score -1.2454e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 93276 members 
Entering Unmasked Estep 
Score: -12456324.000000 Penalty: 3737.428467
	Iteration 11Q: 3 clusters Score -1.245632e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 94756 members 
Entering Unmasked Estep 
Score: -12457698.000000 Penalty: 3737.428467
	Iteration 12Q: 3 clusters Score -1.24577e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 95758 members 
Entering Unmasked Estep 
Score: -12458414.000000 Penalty: 3737.428467
	Iteration 13Q: 3 clusters Score -1.245841e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 96367 members 
Entering Unmasked Estep 
Score: -12458939.000000 Penalty: 3737.428467
	Iteration 14Q: 3 clusters Score -1.245894e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 96713 members 
Entering Unmasked Estep 
Score: -12459122.000000 Penalty: 3737.428467
	Iteration 15Q: 3 clusters Score -1.245912e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 96927 members 
Entering Unmasked Estep 
Score: -12459210.000000 Penalty: 3737.428467
	Iteration 16Q: 3 clusters Score -1.245921e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 97055 members 
Entering Unmasked Estep 
Score: -12459265.000000 Penalty: 3737.428467
	Iteration 17Q: 3 clusters Score -1.245926e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 97162 members 
Entering Unmasked Estep 
Score: -12459268.000000 Penalty: 3737.428467
	Iteration 18Q: 3 clusters Score -1.245927e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 97243 members 
Entering Unmasked Estep 
Score: -12459299.000000 Penalty: 3737.428467
	Iteration 19Q: 3 clusters Score -1.24593e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 97302 members 
Entering Unmasked Estep 
Score: -12459304.000000 Penalty: 3737.428467
	Iteration 20F: 3 clusters Score -1.24593e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 97351 members 
Entering Unmasked Estep 
Score: -12459308.000000 Penalty: 3737.428467
	Iteration 21Q: 3 clusters Score -1.245931e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 97386 members 
Entering Unmasked Estep 
Score: -12459310.000000 Penalty: 3737.428467
	Iteration 22Q: 3 clusters Score -1.245931e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 97424 members 
Entering Unmasked Estep 
Score: -12459308.000000 Penalty: 3737.428467
	Iteration 23Q: 3 clusters Score -1.245931e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 97455 members 
Entering Unmasked Estep 
Score: -12459318.000000 Penalty: 3737.428467
	Iteration 24Q: 3 clusters Score -1.245932e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 97464 members 
Entering Unmasked Estep 
Score: -12459332.000000 Penalty: 3737.428467
	Iteration 25Q: 3 clusters Score -1.245933e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 97476 members 
Entering Unmasked Estep 
Score: -12459345.000000 Penalty: 3737.428467
	Iteration 26Q: 3 clusters Score -1.245934e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 97490 members 
Entering Unmasked Estep 
Score: -12459336.000000 Penalty: 3737.428467
	Iteration 27Q: 3 clusters Score -1.245934e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 97504 members 
Entering Unmasked Estep 
Score: -12459344.000000 Penalty: 3737.428467
	Iteration 28Q: 3 clusters Score -1.245934e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 97516 members 
Entering Unmasked Estep 
Score: -12459337.000000 Penalty: 3737.428467
	Iteration 29Q: 3 clusters Score -1.245934e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 97530 members 
Entering Unmasked Estep 
Score: -12459351.000000 Penalty: 3737.428467
	Iteration 30Q: 3 clusters Score -1.245935e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 97539 members 
Entering Unmasked Estep 
Score: -12459361.000000 Penalty: 3737.428467
	Iteration 31Q: 3 clusters Score -1.245936e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 97542 members 
Entering Unmasked Estep 
Score: -12459352.000000 Penalty: 3737.428467
	Iteration 32Q: 3 clusters Score -1.245935e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 97547 members 
Entering Unmasked Estep 
Score: -12459357.000000 Penalty: 3737.428467
	Iteration 33Q: 3 clusters Score -1.245936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 97552 members 
Entering Unmasked Estep 
Score: -12459360.000000 Penalty: 3737.428467
	Iteration 34Q: 3 clusters Score -1.245936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 97559 members 
Entering Unmasked Estep 
Score: -12459366.000000 Penalty: 3737.428467
	Iteration 35Q: 3 clusters Score -1.245937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 97564 members 
Entering Unmasked Estep 
Score: -12459355.000000 Penalty: 3737.428467
	Iteration 36Q: 3 clusters Score -1.245936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 97567 members 
Entering Unmasked Estep 
Score: -12459345.000000 Penalty: 3737.428467
	Iteration 37Q: 3 clusters Score -1.245934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 97567 members 
Entering Unmasked Estep 
Score: -12459351.000000 Penalty: 3737.428467
	Iteration 38Q: 3 clusters Score -1.245935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 97565 members 
Entering Unmasked Estep 
Score: -12459362.000000 Penalty: 3737.428467
	Iteration 39Q: 3 clusters Score -1.245936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 97564 members 
Entering Unmasked Estep 
Score: -12459363.000000 Penalty: 3737.428467
	Iteration 40F: 3 clusters Score -1.245936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 97564 members 
Entering Unmasked Estep 
Score: -12459363.000000 Penalty: 3737.428467
	Iteration 41Q: 3 clusters Score -1.245936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 97567 members 
Entering Unmasked Estep 
Score: -12459357.000000 Penalty: 3737.428467
	Iteration 42Q: 3 clusters Score -1.245936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 97567 members 
Entering Unmasked Estep 
Score: -12459357.000000 Penalty: 3737.428467
	Iteration 43Q: 3 clusters Score -1.245936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 97567 members 
Entering Unmasked Estep 
Score: -12459357.000000 Penalty: 3737.428467
	Iteration 44F: 3 clusters Score -1.245936e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (80945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80945 members 
Entering Unmasked Estep 
Score: -9850737.000000 Penalty: 1836.497803
	Iteration 0F: 2 clusters Score -9850737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -9796789.000000 Penalty: 3672.995605
	Iteration 0F: 3 clusters Score -9796789 nChanged 38499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -9819035.000000 Penalty: 3672.995605
	Iteration 1F: 3 clusters Score -9819035 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -9819721.000000 Penalty: 3672.995605
	Iteration 2Q: 3 clusters Score -9819721 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -9820608.000000 Penalty: 3672.995605
	Iteration 3Q: 3 clusters Score -9820608 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -9821800.000000 Penalty: 3672.995605
	Iteration 4Q: 3 clusters Score -9821800 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
Score: -9823162.000000 Penalty: 3672.995605
	Iteration 5Q: 3 clusters Score -9823162 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 49761 members 
Entering Unmasked Estep 
Score: -9824932.000000 Penalty: 3672.995605
	Iteration 6Q: 3 clusters Score -9824932 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 53263 members 
Entering Unmasked Estep 
Score: -9827436.000000 Penalty: 3672.995605
	Iteration 7F: 3 clusters Score -9827436 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 57364 members 
Entering Unmasked Estep 
Score: -9830530.000000 Penalty: 3672.995605
	Iteration 8F: 3 clusters Score -9830530 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 61679 members 
Entering Unmasked Estep 
Score: -9834282.000000 Penalty: 3672.995605
	Iteration 9F: 3 clusters Score -9834282 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 65690 members 
Entering Unmasked Estep 
Score: -9838059.000000 Penalty: 3672.995605
	Iteration 10F: 3 clusters Score -9838059 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 68900 members 
Entering Unmasked Estep 
Score: -9841263.000000 Penalty: 3672.995605
	Iteration 11Q: 3 clusters Score -9841263 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 71170 members 
Entering Unmasked Estep 
Score: -9843338.000000 Penalty: 3672.995605
	Iteration 12Q: 3 clusters Score -9843338 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 72924 members 
Entering Unmasked Estep 
Score: -9844746.000000 Penalty: 3672.995605
	Iteration 13Q: 3 clusters Score -9844746 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 74326 members 
Entering Unmasked Estep 
Score: -9845821.000000 Penalty: 3672.995605
	Iteration 14Q: 3 clusters Score -9845821 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 75498 members 
Entering Unmasked Estep 
Score: -9846800.000000 Penalty: 3672.995605
	Iteration 15Q: 3 clusters Score -9846800 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 76468 members 
Entering Unmasked Estep 
Score: -9847683.000000 Penalty: 3672.995605
	Iteration 16Q: 3 clusters Score -9847683 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 77156 members 
Entering Unmasked Estep 
Score: -9848181.000000 Penalty: 3672.995605
	Iteration 17Q: 3 clusters Score -9848181 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 77638 members 
Entering Unmasked Estep 
Score: -9848508.000000 Penalty: 3672.995605
	Iteration 18Q: 3 clusters Score -9848508 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 78007 members 
Entering Unmasked Estep 
Score: -9848709.000000 Penalty: 3672.995605
	Iteration 19Q: 3 clusters Score -9848709 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 78317 members 
Entering Unmasked Estep 
Score: -9848928.000000 Penalty: 3672.995605
	Iteration 20F: 3 clusters Score -9848928 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 78571 members 
Entering Unmasked Estep 
Score: -9849090.000000 Penalty: 3672.995605
	Iteration 21Q: 3 clusters Score -9849090 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 78746 members 
Entering Unmasked Estep 
Score: -9849181.000000 Penalty: 3672.995605
	Iteration 22Q: 3 clusters Score -9849181 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 78894 members 
Entering Unmasked Estep 
Score: -9849228.000000 Penalty: 3672.995605
	Iteration 23Q: 3 clusters Score -9849228 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 79006 members 
Entering Unmasked Estep 
Score: -9849269.000000 Penalty: 3672.995605
	Iteration 24Q: 3 clusters Score -9849269 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 79088 members 
Entering Unmasked Estep 
Score: -9849295.000000 Penalty: 3672.995605
	Iteration 25Q: 3 clusters Score -9849295 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 79151 members 
Entering Unmasked Estep 
Score: -9849323.000000 Penalty: 3672.995605
	Iteration 26Q: 3 clusters Score -9849323 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 79208 members 
Entering Unmasked Estep 
Score: -9849338.000000 Penalty: 3672.995605
	Iteration 27Q: 3 clusters Score -9849338 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 79262 members 
Entering Unmasked Estep 
Score: -9849361.000000 Penalty: 3672.995605
	Iteration 28Q: 3 clusters Score -9849361 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 79314 members 
Entering Unmasked Estep 
Score: -9849378.000000 Penalty: 3672.995605
	Iteration 29Q: 3 clusters Score -9849378 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 79358 members 
Entering Unmasked Estep 
Score: -9849414.000000 Penalty: 3672.995605
	Iteration 30Q: 3 clusters Score -9849414 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 79401 members 
Entering Unmasked Estep 
Score: -9849439.000000 Penalty: 3672.995605
	Iteration 31Q: 3 clusters Score -9849439 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 79448 members 
Entering Unmasked Estep 
Score: -9849469.000000 Penalty: 3672.995605
	Iteration 32Q: 3 clusters Score -9849469 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 79485 members 
Entering Unmasked Estep 
Score: -9849501.000000 Penalty: 3672.995605
	Iteration 33Q: 3 clusters Score -9849501 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 79515 members 
Entering Unmasked Estep 
Score: -9849518.000000 Penalty: 3672.995605
	Iteration 34Q: 3 clusters Score -9849518 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 79529 members 
Entering Unmasked Estep 
Score: -9849535.000000 Penalty: 3672.995605
	Iteration 35Q: 3 clusters Score -9849535 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 79545 members 
Entering Unmasked Estep 
Score: -9849532.000000 Penalty: 3672.995605
	Iteration 36Q: 3 clusters Score -9849532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 79559 members 
Entering Unmasked Estep 
Score: -9849543.000000 Penalty: 3672.995605
	Iteration 37Q: 3 clusters Score -9849543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 79565 members 
Entering Unmasked Estep 
Score: -9849555.000000 Penalty: 3672.995605
	Iteration 38Q: 3 clusters Score -9849555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 79569 members 
Entering Unmasked Estep 
Score: -9849560.000000 Penalty: 3672.995605
	Iteration 39Q: 3 clusters Score -9849560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 79571 members 
Entering Unmasked Estep 
Score: -9849559.000000 Penalty: 3672.995605
	Iteration 40F: 3 clusters Score -9849559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 79575 members 
Entering Unmasked Estep 
Score: -9849566.000000 Penalty: 3672.995605
	Iteration 41Q: 3 clusters Score -9849566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 79577 members 
Entering Unmasked Estep 
Score: -9849571.000000 Penalty: 3672.995605
	Iteration 42Q: 3 clusters Score -9849571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 79580 members 
Entering Unmasked Estep 
Score: -9849571.000000 Penalty: 3672.995605
	Iteration 43Q: 3 clusters Score -9849571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 79582 members 
Entering Unmasked Estep 
Score: -9849572.000000 Penalty: 3672.995605
	Iteration 44Q: 3 clusters Score -9849572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 79585 members 
Entering Unmasked Estep 
Score: -9849578.000000 Penalty: 3672.995605
	Iteration 45Q: 3 clusters Score -9849578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 79589 members 
Entering Unmasked Estep 
Score: -9849568.000000 Penalty: 3672.995605
	Iteration 46Q: 3 clusters Score -9849568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 79593 members 
Entering Unmasked Estep 
Score: -9849578.000000 Penalty: 3672.995605
	Iteration 47Q: 3 clusters Score -9849578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 79593 members 
Entering Unmasked Estep 
Score: -9849582.000000 Penalty: 3672.995605
	Iteration 48Q: 3 clusters Score -9849582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 79594 members 
Entering Unmasked Estep 
Score: -9849573.000000 Penalty: 3672.995605
	Iteration 49Q: 3 clusters Score -9849573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 79596 members 
Entering Unmasked Estep 
Score: -9849573.000000 Penalty: 3672.995605
	Iteration 50Q: 3 clusters Score -9849573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 79597 members 
Entering Unmasked Estep 
Score: -9849570.000000 Penalty: 3672.995605
	Iteration 51Q: 3 clusters Score -9849570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 79598 members 
Entering Unmasked Estep 
Score: -9849571.000000 Penalty: 3672.995605
	Iteration 52Q: 3 clusters Score -9849571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 79598 members 
Entering Unmasked Estep 
Score: -9849567.000000 Penalty: 3672.995605
	Iteration 53Q: 3 clusters Score -9849567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 79598 members 
Entering Unmasked Estep 
Score: -9849567.000000 Penalty: 3672.995605
	Iteration 54F: 3 clusters Score -9849567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (101312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101312 members 
Entering Unmasked Estep 
Score: -12739556.000000 Penalty: 1872.968506
	Iteration 0F: 2 clusters Score -1.273956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -12673572.000000 Penalty: 3745.937012
	Iteration 0F: 3 clusters Score -1.267357e+07 nChanged 48285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 54530 members 
Entering Unmasked Estep 
Score: -12701756.000000 Penalty: 3745.937012
	Iteration 1F: 3 clusters Score -1.270176e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 56801 members 
Entering Unmasked Estep 
Score: -12702900.000000 Penalty: 3745.937012
	Iteration 2Q: 3 clusters Score -1.27029e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 60270 members 
Entering Unmasked Estep 
Score: -12704642.000000 Penalty: 3745.937012
	Iteration 3Q: 3 clusters Score -1.270464e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 65349 members 
Entering Unmasked Estep 
Score: -12707634.000000 Penalty: 3745.937012
	Iteration 4F: 3 clusters Score -1.270763e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 72478 members 
Entering Unmasked Estep 
Score: -12712924.000000 Penalty: 3745.937012
	Iteration 5F: 3 clusters Score -1.271292e+07 nChanged 8460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 80760 members 
Entering Unmasked Estep 
Score: -12720241.000000 Penalty: 3745.937012
	Iteration 6F: 3 clusters Score -1.272024e+07 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 88727 members 
Entering Unmasked Estep 
Score: -12728029.000000 Penalty: 3745.937012
	Iteration 7F: 3 clusters Score -1.272803e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 94374 members 
Entering Unmasked Estep 
Score: -12733695.000000 Penalty: 3745.937012
	Iteration 8F: 3 clusters Score -1.27337e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 97470 members 
Entering Unmasked Estep 
Score: -12736248.000000 Penalty: 3745.937012
	Iteration 9Q: 3 clusters Score -1.273625e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 98946 members 
Entering Unmasked Estep 
Score: -12737350.000000 Penalty: 3745.937012
	Iteration 10Q: 3 clusters Score -1.273735e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 99650 members 
Entering Unmasked Estep 
Score: -12737824.000000 Penalty: 3745.937012
	Iteration 11Q: 3 clusters Score -1.273782e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 99995 members 
Entering Unmasked Estep 
Score: -12737985.000000 Penalty: 3745.937012
	Iteration 12Q: 3 clusters Score -1.273798e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 100196 members 
Entering Unmasked Estep 
Score: -12738071.000000 Penalty: 3745.937012
	Iteration 13Q: 3 clusters Score -1.273807e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 100297 members 
Entering Unmasked Estep 
Score: -12738092.000000 Penalty: 3745.937012
	Iteration 14Q: 3 clusters Score -1.273809e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 100356 members 
Entering Unmasked Estep 
Score: -12738122.000000 Penalty: 3745.937012
	Iteration 15Q: 3 clusters Score -1.273812e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 100403 members 
Entering Unmasked Estep 
Score: -12738152.000000 Penalty: 3745.937012
	Iteration 16Q: 3 clusters Score -1.273815e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 100444 members 
Entering Unmasked Estep 
Score: -12738183.000000 Penalty: 3745.937012
	Iteration 17Q: 3 clusters Score -1.273818e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 100484 members 
Entering Unmasked Estep 
Score: -12738195.000000 Penalty: 3745.937012
	Iteration 18Q: 3 clusters Score -1.27382e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 100511 members 
Entering Unmasked Estep 
Score: -12738214.000000 Penalty: 3745.937012
	Iteration 19Q: 3 clusters Score -1.273821e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 100529 members 
Entering Unmasked Estep 
Score: -12738212.000000 Penalty: 3745.937012
	Iteration 20F: 3 clusters Score -1.273821e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 100548 members 
Entering Unmasked Estep 
Score: -12738233.000000 Penalty: 3745.937012
	Iteration 21Q: 3 clusters Score -1.273823e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 100571 members 
Entering Unmasked Estep 
Score: -12738246.000000 Penalty: 3745.937012
	Iteration 22Q: 3 clusters Score -1.273825e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 100590 members 
Entering Unmasked Estep 
Score: -12738243.000000 Penalty: 3745.937012
	Iteration 23Q: 3 clusters Score -1.273824e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 100605 members 
Entering Unmasked Estep 
Score: -12738264.000000 Penalty: 3745.937012
	Iteration 24Q: 3 clusters Score -1.273826e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 100609 members 
Entering Unmasked Estep 
Score: -12738275.000000 Penalty: 3745.937012
	Iteration 25Q: 3 clusters Score -1.273828e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 100618 members 
Entering Unmasked Estep 
Score: -12738279.000000 Penalty: 3745.937012
	Iteration 26Q: 3 clusters Score -1.273828e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 100632 members 
Entering Unmasked Estep 
Score: -12738279.000000 Penalty: 3745.937012
	Iteration 27Q: 3 clusters Score -1.273828e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 100649 members 
Entering Unmasked Estep 
Score: -12738289.000000 Penalty: 3745.937012
	Iteration 28Q: 3 clusters Score -1.273829e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 100662 members 
Entering Unmasked Estep 
Score: -12738298.000000 Penalty: 3745.937012
	Iteration 29Q: 3 clusters Score -1.27383e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 100670 members 
Entering Unmasked Estep 
Score: -12738295.000000 Penalty: 3745.937012
	Iteration 30Q: 3 clusters Score -1.27383e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 100675 members 
Entering Unmasked Estep 
Score: -12738297.000000 Penalty: 3745.937012
	Iteration 31Q: 3 clusters Score -1.27383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 100680 members 
Entering Unmasked Estep 
Score: -12738317.000000 Penalty: 3745.937012
	Iteration 32Q: 3 clusters Score -1.273832e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 100684 members 
Entering Unmasked Estep 
Score: -12738321.000000 Penalty: 3745.937012
	Iteration 33Q: 3 clusters Score -1.273832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 100689 members 
Entering Unmasked Estep 
Score: -12738317.000000 Penalty: 3745.937012
	Iteration 34Q: 3 clusters Score -1.273832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 100696 members 
Entering Unmasked Estep 
Score: -12738323.000000 Penalty: 3745.937012
	Iteration 35Q: 3 clusters Score -1.273832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 100702 members 
Entering Unmasked Estep 
Score: -12738338.000000 Penalty: 3745.937012
	Iteration 36Q: 3 clusters Score -1.273834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 100707 members 
Entering Unmasked Estep 
Score: -12738342.000000 Penalty: 3745.937012
	Iteration 37Q: 3 clusters Score -1.273834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 100712 members 
Entering Unmasked Estep 
Score: -12738349.000000 Penalty: 3745.937012
	Iteration 38Q: 3 clusters Score -1.273835e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 100718 members 
Entering Unmasked Estep 
Score: -12738345.000000 Penalty: 3745.937012
	Iteration 39Q: 3 clusters Score -1.273834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 100721 members 
Entering Unmasked Estep 
Score: -12738357.000000 Penalty: 3745.937012
	Iteration 40F: 3 clusters Score -1.273836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 100725 members 
Entering Unmasked Estep 
Score: -12738357.000000 Penalty: 3745.937012
	Iteration 41Q: 3 clusters Score -1.273836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 100728 members 
Entering Unmasked Estep 
Score: -12738362.000000 Penalty: 3745.937012
	Iteration 42Q: 3 clusters Score -1.273836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 100729 members 
Entering Unmasked Estep 
Score: -12738357.000000 Penalty: 3745.937012
	Iteration 43Q: 3 clusters Score -1.273836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 100730 members 
Entering Unmasked Estep 
Score: -12738364.000000 Penalty: 3745.937012
	Iteration 44Q: 3 clusters Score -1.273836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 100730 members 
Entering Unmasked Estep 
Score: -12738364.000000 Penalty: 3745.937012
	Iteration 45F: 3 clusters Score -1.273836e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (55477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55477 members 
Entering Unmasked Estep 
Score: -6893320.000000 Penalty: 1775.105225
	Iteration 0F: 2 clusters Score -6893320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -6856387.000000 Penalty: 3550.210449
	Iteration 0F: 3 clusters Score -6856387 nChanged 26168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -6871602.000000 Penalty: 3550.210449
	Iteration 1F: 3 clusters Score -6871602 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -6872469.500000 Penalty: 3550.210449
	Iteration 2Q: 3 clusters Score -6872470 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -6873855.500000 Penalty: 3550.210449
	Iteration 3Q: 3 clusters Score -6873856 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -6875948.000000 Penalty: 3550.210449
	Iteration 4F: 3 clusters Score -6875948 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -6878795.500000 Penalty: 3550.210449
	Iteration 5F: 3 clusters Score -6878796 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -6881857.500000 Penalty: 3550.210449
	Iteration 6F: 3 clusters Score -6881858 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -6884372.500000 Penalty: 3550.210449
	Iteration 7F: 3 clusters Score -6884372 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -6885812.000000 Penalty: 3550.210449
	Iteration 8Q: 3 clusters Score -6885812 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -6886488.500000 Penalty: 3550.210449
	Iteration 9Q: 3 clusters Score -6886488 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -6886881.000000 Penalty: 3550.210449
	Iteration 10Q: 3 clusters Score -6886881 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -6887205.500000 Penalty: 3550.210449
	Iteration 11Q: 3 clusters Score -6887206 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -6887501.500000 Penalty: 3550.210449
	Iteration 12Q: 3 clusters Score -6887502 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42377 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -6887766.500000 Penalty: 3550.210449
	Iteration 13Q: 3 clusters Score -6887766 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -6888031.000000 Penalty: 3550.210449
	Iteration 14Q: 3 clusters Score -6888031 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -6888347.000000 Penalty: 3550.210449
	Iteration 15Q: 3 clusters Score -6888347 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -6888623.000000 Penalty: 3550.210449
	Iteration 16Q: 3 clusters Score -6888623 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -6888960.000000 Penalty: 3550.210449
	Iteration 17Q: 3 clusters Score -6888960 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46297 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -6889294.000000 Penalty: 3550.210449
	Iteration 18Q: 3 clusters Score -6889294 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -6889637.000000 Penalty: 3550.210449
	Iteration 19Q: 3 clusters Score -6889637 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -6889936.000000 Penalty: 3550.210449
	Iteration 20F: 3 clusters Score -6889936 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -6890230.000000 Penalty: 3550.210449
	Iteration 21Q: 3 clusters Score -6890230 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -6890524.500000 Penalty: 3550.210449
	Iteration 22Q: 3 clusters Score -6890524 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49541 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -6890778.000000 Penalty: 3550.210449
	Iteration 23Q: 3 clusters Score -6890778 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50035 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -6891007.500000 Penalty: 3550.210449
	Iteration 24Q: 3 clusters Score -6891008 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50471 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -6891200.000000 Penalty: 3550.210449
	Iteration 25Q: 3 clusters Score -6891200 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -6891332.000000 Penalty: 3550.210449
	Iteration 26Q: 3 clusters Score -6891332 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51159 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -6891469.500000 Penalty: 3550.210449
	Iteration 27Q: 3 clusters Score -6891470 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51426 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -6891601.000000 Penalty: 3550.210449
	Iteration 28Q: 3 clusters Score -6891601 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51652 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -6891678.500000 Penalty: 3550.210449
	Iteration 29Q: 3 clusters Score -6891678 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51853 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -6891760.500000 Penalty: 3550.210449
	Iteration 30Q: 3 clusters Score -6891760 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52045 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -6891838.500000 Penalty: 3550.210449
	Iteration 31Q: 3 clusters Score -6891838 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52222 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -6891885.500000 Penalty: 3550.210449
	Iteration 32Q: 3 clusters Score -6891886 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52380 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -6891949.000000 Penalty: 3550.210449
	Iteration 33Q: 3 clusters Score -6891949 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52502 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -6891985.500000 Penalty: 3550.210449
	Iteration 34Q: 3 clusters Score -6891986 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52596 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -6892013.500000 Penalty: 3550.210449
	Iteration 35Q: 3 clusters Score -6892014 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52682 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -6892038.000000 Penalty: 3550.210449
	Iteration 36Q: 3 clusters Score -6892038 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52761 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -6892060.500000 Penalty: 3550.210449
	Iteration 37Q: 3 clusters Score -6892060 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -6892065.000000 Penalty: 3550.210449
	Iteration 38Q: 3 clusters Score -6892065 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52903 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -6892063.000000 Penalty: 3550.210449
	Iteration 39Q: 3 clusters Score -6892063 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52958 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -6892073.000000 Penalty: 3550.210449
	Iteration 40F: 3 clusters Score -6892073 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52994 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -6892073.500000 Penalty: 3550.210449
	Iteration 41Q: 3 clusters Score -6892074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53022 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -6892076.000000 Penalty: 3550.210449
	Iteration 42Q: 3 clusters Score -6892076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53053 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -6892104.500000 Penalty: 3550.210449
	Iteration 43Q: 3 clusters Score -6892104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53086 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -6892102.500000 Penalty: 3550.210449
	Iteration 44Q: 3 clusters Score -6892102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53122 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -6892120.000000 Penalty: 3550.210449
	Iteration 45Q: 3 clusters Score -6892120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53145 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -6892120.500000 Penalty: 3550.210449
	Iteration 46Q: 3 clusters Score -6892120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53170 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -6892129.500000 Penalty: 3550.210449
	Iteration 47Q: 3 clusters Score -6892130 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53198 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -6892140.500000 Penalty: 3550.210449
	Iteration 48Q: 3 clusters Score -6892140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53219 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -6892141.500000 Penalty: 3550.210449
	Iteration 49Q: 3 clusters Score -6892142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53240 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -6892137.500000 Penalty: 3550.210449
	Iteration 50Q: 3 clusters Score -6892138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53261 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -6892159.500000 Penalty: 3550.210449
	Iteration 51Q: 3 clusters Score -6892160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53277 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -6892159.000000 Penalty: 3550.210449
	Iteration 52Q: 3 clusters Score -6892159 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53294 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -6892159.500000 Penalty: 3550.210449
	Iteration 53Q: 3 clusters Score -6892160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53305 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -6892168.000000 Penalty: 3550.210449
	Iteration 54Q: 3 clusters Score -6892168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53313 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -6892158.000000 Penalty: 3550.210449
	Iteration 55Q: 3 clusters Score -6892158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53321 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -6892164.500000 Penalty: 3550.210449
	Iteration 56Q: 3 clusters Score -6892164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53332 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -6892167.500000 Penalty: 3550.210449
	Iteration 57Q: 3 clusters Score -6892168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53343 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -6892164.000000 Penalty: 3550.210449
	Iteration 58Q: 3 clusters Score -6892164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53356 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -6892172.000000 Penalty: 3550.210449
	Iteration 59Q: 3 clusters Score -6892172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53364 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -6892166.500000 Penalty: 3550.210449
	Iteration 60F: 3 clusters Score -6892166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53371 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -6892173.500000 Penalty: 3550.210449
	Iteration 61Q: 3 clusters Score -6892174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53382 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -6892177.500000 Penalty: 3550.210449
	Iteration 62Q: 3 clusters Score -6892178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53389 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -6892179.500000 Penalty: 3550.210449
	Iteration 63Q: 3 clusters Score -6892180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53398 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -6892180.500000 Penalty: 3550.210449
	Iteration 64Q: 3 clusters Score -6892180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53406 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -6892178.000000 Penalty: 3550.210449
	Iteration 65Q: 3 clusters Score -6892178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53408 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -6892181.000000 Penalty: 3550.210449
	Iteration 66Q: 3 clusters Score -6892181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53411 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -6892182.500000 Penalty: 3550.210449
	Iteration 67Q: 3 clusters Score -6892182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53416 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -6892173.500000 Penalty: 3550.210449
	Iteration 68Q: 3 clusters Score -6892174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53420 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -6892175.500000 Penalty: 3550.210449
	Iteration 69Q: 3 clusters Score -6892176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -6892175.500000 Penalty: 3550.210449
	Iteration 70Q: 3 clusters Score -6892176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53428 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -6892180.500000 Penalty: 3550.210449
	Iteration 71Q: 3 clusters Score -6892180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53433 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -6892184.000000 Penalty: 3550.210449
	Iteration 72Q: 3 clusters Score -6892184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53437 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -6892179.000000 Penalty: 3550.210449
	Iteration 73Q: 3 clusters Score -6892179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -6892183.000000 Penalty: 3550.210449
	Iteration 74Q: 3 clusters Score -6892183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53446 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -6892183.000000 Penalty: 3550.210449
	Iteration 75Q: 3 clusters Score -6892183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53450 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -6892174.000000 Penalty: 3550.210449
	Iteration 76Q: 3 clusters Score -6892174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53454 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -6892176.500000 Penalty: 3550.210449
	Iteration 77Q: 3 clusters Score -6892176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53457 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -6892179.000000 Penalty: 3550.210449
	Iteration 78Q: 3 clusters Score -6892179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53463 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -6892182.000000 Penalty: 3550.210449
	Iteration 79Q: 3 clusters Score -6892182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53464 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -6892182.500000 Penalty: 3550.210449
	Iteration 80F: 3 clusters Score -6892182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53467 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -6892182.500000 Penalty: 3550.210449
	Iteration 81Q: 3 clusters Score -6892182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6892184.000000 Penalty: 3550.210449
	Iteration 82Q: 3 clusters Score -6892184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53474 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -6892177.000000 Penalty: 3550.210449
	Iteration 83Q: 3 clusters Score -6892177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53478 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -6892174.500000 Penalty: 3550.210449
	Iteration 84Q: 3 clusters Score -6892174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53483 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -6892178.000000 Penalty: 3550.210449
	Iteration 85Q: 3 clusters Score -6892178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53487 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -6892176.000000 Penalty: 3550.210449
	Iteration 86Q: 3 clusters Score -6892176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53492 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -6892175.000000 Penalty: 3550.210449
	Iteration 87Q: 3 clusters Score -6892175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53495 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -6892178.500000 Penalty: 3550.210449
	Iteration 88Q: 3 clusters Score -6892178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53497 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6892177.500000 Penalty: 3550.210449
	Iteration 89Q: 3 clusters Score -6892178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -6892177.000000 Penalty: 3550.210449
	Iteration 90Q: 3 clusters Score -6892177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53499 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -6892180.000000 Penalty: 3550.210449
	Iteration 91Q: 3 clusters Score -6892180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53500 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -6892183.000000 Penalty: 3550.210449
	Iteration 92Q: 3 clusters Score -6892183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53501 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -6892181.500000 Penalty: 3550.210449
	Iteration 93Q: 3 clusters Score -6892182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53500 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -6892181.500000 Penalty: 3550.210449
	Iteration 94Q: 3 clusters Score -6892182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53501 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -6892185.500000 Penalty: 3550.210449
	Iteration 95Q: 3 clusters Score -6892186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53501 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -6892185.500000 Penalty: 3550.210449
	Iteration 96F: 3 clusters Score -6892186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Entering Unmasked Estep 
Score: -616174.687500 Penalty: 1382.115112
	Iteration 0F: 2 clusters Score -616174.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -612230.687500 Penalty: 2764.230225
	Iteration 0F: 3 clusters Score -612230.7 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -613372.625000 Penalty: 2764.230225
	Iteration 1F: 3 clusters Score -613372.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -613653.312500 Penalty: 2764.230225
	Iteration 2F: 3 clusters Score -613653.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -613879.625000 Penalty: 2764.230225
	Iteration 3F: 3 clusters Score -613879.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -614066.375000 Penalty: 2764.230225
	Iteration 4F: 3 clusters Score -614066.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -614201.625000 Penalty: 2764.230225
	Iteration 5Q: 3 clusters Score -614201.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -614309.750000 Penalty: 2764.230225
	Iteration 6Q: 3 clusters Score -614309.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -614408.625000 Penalty: 2764.230225
	Iteration 7Q: 3 clusters Score -614408.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -614466.375000 Penalty: 2764.230225
	Iteration 8Q: 3 clusters Score -614466.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -614520.937500 Penalty: 2764.230225
	Iteration 9Q: 3 clusters Score -614520.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -614561.562500 Penalty: 2764.230225
	Iteration 10Q: 3 clusters Score -614561.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -614588.937500 Penalty: 2764.230225
	Iteration 11Q: 3 clusters Score -614588.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -614604.125000 Penalty: 2764.230225
	Iteration 12Q: 3 clusters Score -614604.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -614620.125000 Penalty: 2764.230225
	Iteration 13Q: 3 clusters Score -614620.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -614637.125000 Penalty: 2764.230225
	Iteration 14Q: 3 clusters Score -614637.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -614647.625000 Penalty: 2764.230225
	Iteration 15Q: 3 clusters Score -614647.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -614662.562500 Penalty: 2764.230225
	Iteration 16Q: 3 clusters Score -614662.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -614673.875000 Penalty: 2764.230225
	Iteration 17Q: 3 clusters Score -614673.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -614687.312500 Penalty: 2764.230225
	Iteration 18Q: 3 clusters Score -614687.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -614700.375000 Penalty: 2764.230225
	Iteration 19Q: 3 clusters Score -614700.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -614716.437500 Penalty: 2764.230225
	Iteration 20F: 3 clusters Score -614716.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -614730.437500 Penalty: 2764.230225
	Iteration 21Q: 3 clusters Score -614730.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -614747.062500 Penalty: 2764.230225
	Iteration 22Q: 3 clusters Score -614747.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -614763.312500 Penalty: 2764.230225
	Iteration 23Q: 3 clusters Score -614763.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -614778.750000 Penalty: 2764.230225
	Iteration 24Q: 3 clusters Score -614778.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -614796.812500 Penalty: 2764.230225
	Iteration 25Q: 3 clusters Score -614796.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -614810.625000 Penalty: 2764.230225
	Iteration 26Q: 3 clusters Score -614810.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -614824.937500 Penalty: 2764.230225
	Iteration 27Q: 3 clusters Score -614824.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -614834.250000 Penalty: 2764.230225
	Iteration 28Q: 3 clusters Score -614834.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -614843.750000 Penalty: 2764.230225
	Iteration 29Q: 3 clusters Score -614843.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -614846.500000 Penalty: 2764.230225
	Iteration 30Q: 3 clusters Score -614846.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -614849.875000 Penalty: 2764.230225
	Iteration 31Q: 3 clusters Score -614849.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -614852.625000 Penalty: 2764.230225
	Iteration 32Q: 3 clusters Score -614852.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -614857.250000 Penalty: 2764.230225
	Iteration 33Q: 3 clusters Score -614857.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -614859.875000 Penalty: 2764.230225
	Iteration 34Q: 3 clusters Score -614859.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -614863.125000 Penalty: 2764.230225
	Iteration 35Q: 3 clusters Score -614863.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -614867.187500 Penalty: 2764.230225
	Iteration 36Q: 3 clusters Score -614867.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -614867.250000 Penalty: 2764.230225
	Iteration 37Q: 3 clusters Score -614867.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -614867.500000 Penalty: 2764.230225
	Iteration 38Q: 3 clusters Score -614867.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -614870.687500 Penalty: 2764.230225
	Iteration 39Q: 3 clusters Score -614870.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -614871.562500 Penalty: 2764.230225
	Iteration 40F: 3 clusters Score -614871.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -614871.937500 Penalty: 2764.230225
	Iteration 41Q: 3 clusters Score -614871.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -614873.625000 Penalty: 2764.230225
	Iteration 42Q: 3 clusters Score -614873.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -614873.625000 Penalty: 2764.230225
	Iteration 43F: 3 clusters Score -614873.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (92928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92928 members 
Entering Unmasked Estep 
Score: -11756409.000000 Penalty: 1858.931763
	Iteration 0F: 2 clusters Score -1.175641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -11695202.000000 Penalty: 3717.863525
	Iteration 0F: 3 clusters Score -1.16952e+07 nChanged 44183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49683 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -11721015.000000 Penalty: 3717.863525
	Iteration 1F: 3 clusters Score -1.172102e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51532 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -11721925.000000 Penalty: 3717.863525
	Iteration 2Q: 3 clusters Score -1.172192e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54378 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -11723115.000000 Penalty: 3717.863525
	Iteration 3Q: 3 clusters Score -1.172312e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58332 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -11725189.000000 Penalty: 3717.863525
	Iteration 4Q: 3 clusters Score -1.172519e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63806 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -11728479.000000 Penalty: 3717.863525
	Iteration 5F: 3 clusters Score -1.172848e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70609 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -11733468.000000 Penalty: 3717.863525
	Iteration 6F: 3 clusters Score -1.173347e+07 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77728 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -11739577.000000 Penalty: 3717.863525
	Iteration 7F: 3 clusters Score -1.173958e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83857 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -11745424.000000 Penalty: 3717.863525
	Iteration 8F: 3 clusters Score -1.174542e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88008 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -11749619.000000 Penalty: 3717.863525
	Iteration 9Q: 3 clusters Score -1.174962e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90449 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -11752132.000000 Penalty: 3717.863525
	Iteration 10Q: 3 clusters Score -1.175213e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91689 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -11753460.000000 Penalty: 3717.863525
	Iteration 11Q: 3 clusters Score -1.175346e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92277 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -11754190.000000 Penalty: 3717.863525
	Iteration 12Q: 3 clusters Score -1.175419e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92503 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -11754458.000000 Penalty: 3717.863525
	Iteration 13Q: 3 clusters Score -1.175446e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92596 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -11754580.000000 Penalty: 3717.863525
	Iteration 14Q: 3 clusters Score -1.175458e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92632 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -11754639.000000 Penalty: 3717.863525
	Iteration 15Q: 3 clusters Score -1.175464e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92660 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -11754680.000000 Penalty: 3717.863525
	Iteration 16Q: 3 clusters Score -1.175468e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92672 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -11754716.000000 Penalty: 3717.863525
	Iteration 17Q: 3 clusters Score -1.175472e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92682 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -11754730.000000 Penalty: 3717.863525
	Iteration 18Q: 3 clusters Score -1.175473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92687 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -11754744.000000 Penalty: 3717.863525
	Iteration 19Q: 3 clusters Score -1.175474e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92690 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -11754747.000000 Penalty: 3717.863525
	Iteration 20F: 3 clusters Score -1.175475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92691 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -11754747.000000 Penalty: 3717.863525
	Iteration 21Q: 3 clusters Score -1.175475e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92691 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -11754747.000000 Penalty: 3717.863525
	Iteration 22F: 3 clusters Score -1.175475e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Entering Unmasked Estep 
Score: -375842.156250 Penalty: 1305.680176
	Iteration 0F: 2 clusters Score -375842.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -373079.625000 Penalty: 2611.360352
	Iteration 0F: 3 clusters Score -373079.6 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -373707.968750 Penalty: 2611.360352
	Iteration 1F: 3 clusters Score -373708 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -373873.406250 Penalty: 2611.360352
	Iteration 2F: 3 clusters Score -373873.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -373975.312500 Penalty: 2611.360352
	Iteration 3F: 3 clusters Score -373975.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -374063.250000 Penalty: 2611.360352
	Iteration 4Q: 3 clusters Score -374063.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -374144.500000 Penalty: 2611.360352
	Iteration 5Q: 3 clusters Score -374144.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -374241.687500 Penalty: 2611.360352
	Iteration 6Q: 3 clusters Score -374241.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -374367.187500 Penalty: 2611.360352
	Iteration 7Q: 3 clusters Score -374367.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -374484.593750 Penalty: 2611.360352
	Iteration 8Q: 3 clusters Score -374484.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -374581.843750 Penalty: 2611.360352
	Iteration 9Q: 3 clusters Score -374581.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -374676.062500 Penalty: 2611.360352
	Iteration 10Q: 3 clusters Score -374676.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -374755.562500 Penalty: 2611.360352
	Iteration 11Q: 3 clusters Score -374755.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -374818.250000 Penalty: 2611.360352
	Iteration 12Q: 3 clusters Score -374818.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -374890.062500 Penalty: 2611.360352
	Iteration 13Q: 3 clusters Score -374890.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -374990.156250 Penalty: 2611.360352
	Iteration 14Q: 3 clusters Score -374990.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -375064.281250 Penalty: 2611.360352
	Iteration 15Q: 3 clusters Score -375064.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -375129.062500 Penalty: 2611.360352
	Iteration 16Q: 3 clusters Score -375129.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -375195.593750 Penalty: 2611.360352
	Iteration 17Q: 3 clusters Score -375195.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -375256.406250 Penalty: 2611.360352
	Iteration 18Q: 3 clusters Score -375256.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -375301.562500 Penalty: 2611.360352
	Iteration 19Q: 3 clusters Score -375301.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -375365.781250 Penalty: 2611.360352
	Iteration 20F: 3 clusters Score -375365.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -375408.125000 Penalty: 2611.360352
	Iteration 21Q: 3 clusters Score -375408.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -375428.250000 Penalty: 2611.360352
	Iteration 22Q: 3 clusters Score -375428.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -375444.562500 Penalty: 2611.360352
	Iteration 23Q: 3 clusters Score -375444.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -375452.781250 Penalty: 2611.360352
	Iteration 24Q: 3 clusters Score -375452.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -375455.937500 Penalty: 2611.360352
	Iteration 25Q: 3 clusters Score -375455.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -375458.375000 Penalty: 2611.360352
	Iteration 26Q: 3 clusters Score -375458.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -375463.812500 Penalty: 2611.360352
	Iteration 27Q: 3 clusters Score -375463.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -375467.218750 Penalty: 2611.360352
	Iteration 28Q: 3 clusters Score -375467.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -375470.093750 Penalty: 2611.360352
	Iteration 29Q: 3 clusters Score -375470.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -375472.375000 Penalty: 2611.360352
	Iteration 30Q: 3 clusters Score -375472.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -375473.375000 Penalty: 2611.360352
	Iteration 31Q: 3 clusters Score -375473.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -375473.375000 Penalty: 2611.360352
	Iteration 32F: 3 clusters Score -375473.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Entering Unmasked Estep 
Score: -145904.687500 Penalty: 1174.495117
	Iteration 0F: 2 clusters Score -145904.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -144252.578125 Penalty: 2348.990234
	Iteration 0F: 3 clusters Score -144252.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -144762.671875 Penalty: 2348.990234
	Iteration 1F: 3 clusters Score -144762.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -144963.203125 Penalty: 2348.990234
	Iteration 2F: 3 clusters Score -144963.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -145123.828125 Penalty: 2348.990234
	Iteration 3F: 3 clusters Score -145123.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -145242.500000 Penalty: 2348.990234
	Iteration 4F: 3 clusters Score -145242.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -145321.125000 Penalty: 2348.990234
	Iteration 5Q: 3 clusters Score -145321.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -145371.812500 Penalty: 2348.990234
	Iteration 6Q: 3 clusters Score -145371.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -145409.750000 Penalty: 2348.990234
	Iteration 7Q: 3 clusters Score -145409.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -145431.671875 Penalty: 2348.990234
	Iteration 8Q: 3 clusters Score -145431.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -145453.500000 Penalty: 2348.990234
	Iteration 9Q: 3 clusters Score -145453.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -145472.562500 Penalty: 2348.990234
	Iteration 10Q: 3 clusters Score -145472.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -145509.656250 Penalty: 2348.990234
	Iteration 11Q: 3 clusters Score -145509.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -145554.031250 Penalty: 2348.990234
	Iteration 12Q: 3 clusters Score -145554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -145604.671875 Penalty: 2348.990234
	Iteration 13Q: 3 clusters Score -145604.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -145639.593750 Penalty: 2348.990234
	Iteration 14Q: 3 clusters Score -145639.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -145670.312500 Penalty: 2348.990234
	Iteration 15Q: 3 clusters Score -145670.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -145689.250000 Penalty: 2348.990234
	Iteration 16Q: 3 clusters Score -145689.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -145699.812500 Penalty: 2348.990234
	Iteration 17Q: 3 clusters Score -145699.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -145707.203125 Penalty: 2348.990234
	Iteration 18Q: 3 clusters Score -145707.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -145712.828125 Penalty: 2348.990234
	Iteration 19Q: 3 clusters Score -145712.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -145717.546875 Penalty: 2348.990234
	Iteration 20F: 3 clusters Score -145717.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -145724.843750 Penalty: 2348.990234
	Iteration 21Q: 3 clusters Score -145724.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -145739.593750 Penalty: 2348.990234
	Iteration 22Q: 3 clusters Score -145739.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -145746.906250 Penalty: 2348.990234
	Iteration 23Q: 3 clusters Score -145746.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -145750.500000 Penalty: 2348.990234
	Iteration 24Q: 3 clusters Score -145750.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -145751.875000 Penalty: 2348.990234
	Iteration 25Q: 3 clusters Score -145751.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -145752.562500 Penalty: 2348.990234
	Iteration 26Q: 3 clusters Score -145752.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -145752.562500 Penalty: 2348.990234
	Iteration 27F: 3 clusters Score -145752.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -52660.515625 Penalty: 1006.922180
	Iteration 0F: 2 clusters Score -52660.52 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 258 members 
Entering Unmasked Estep 
Score: -51583.207031 Penalty: 2013.844360
	Iteration 0F: 3 clusters Score -51583.21 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -51850.648438 Penalty: 2013.844360
	Iteration 1F: 3 clusters Score -51850.65 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -51992.828125 Penalty: 2013.844360
	Iteration 2F: 3 clusters Score -51992.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -52054.089844 Penalty: 2013.844360
	Iteration 3Q: 3 clusters Score -52054.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -52089.625000 Penalty: 2013.844360
	Iteration 4Q: 3 clusters Score -52089.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -52102.183594 Penalty: 2013.844360
	Iteration 5Q: 3 clusters Score -52102.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -52102.675781 Penalty: 2013.844360
	Iteration 6Q: 3 clusters Score -52102.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -52102.675781 Penalty: 2013.844360
	Iteration 7F: 3 clusters Score -52102.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -605688.437500 Penalty: 1375.469116
	Iteration 0F: 2 clusters Score -605688.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -601842.562500 Penalty: 2750.938232
	Iteration 0F: 3 clusters Score -601842.6 nChanged 1929
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: -602921.687500 Penalty: 2750.938232
	Iteration 1F: 3 clusters Score -602921.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -603084.125000 Penalty: 2750.938232
	Iteration 2F: 3 clusters Score -603084.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -603181.062500 Penalty: 2750.938232
	Iteration 3Q: 3 clusters Score -603181.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -603257.625000 Penalty: 2750.938232
	Iteration 4Q: 3 clusters Score -603257.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -603323.750000 Penalty: 2750.938232
	Iteration 5Q: 3 clusters Score -603323.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -603363.875000 Penalty: 2750.938232
	Iteration 6Q: 3 clusters Score -603363.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -603400.937500 Penalty: 2750.938232
	Iteration 7Q: 3 clusters Score -603400.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -603438.375000 Penalty: 2750.938232
	Iteration 8Q: 3 clusters Score -603438.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -603475.750000 Penalty: 2750.938232
	Iteration 9Q: 3 clusters Score -603475.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -603521.062500 Penalty: 2750.938232
	Iteration 10Q: 3 clusters Score -603521.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -603569.375000 Penalty: 2750.938232
	Iteration 11Q: 3 clusters Score -603569.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -603635.937500 Penalty: 2750.938232
	Iteration 12Q: 3 clusters Score -603635.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -603720.375000 Penalty: 2750.938232
	Iteration 13Q: 3 clusters Score -603720.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -603810.562500 Penalty: 2750.938232
	Iteration 14Q: 3 clusters Score -603810.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -603918.937500 Penalty: 2750.938232
	Iteration 15Q: 3 clusters Score -603918.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -604035.000000 Penalty: 2750.938232
	Iteration 16Q: 3 clusters Score -604035 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -604157.937500 Penalty: 2750.938232
	Iteration 17Q: 3 clusters Score -604157.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -604249.750000 Penalty: 2750.938232
	Iteration 18Q: 3 clusters Score -604249.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -604307.687500 Penalty: 2750.938232
	Iteration 19Q: 3 clusters Score -604307.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -604349.062500 Penalty: 2750.938232
	Iteration 20F: 3 clusters Score -604349.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -604382.000000 Penalty: 2750.938232
	Iteration 21Q: 3 clusters Score -604382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -604411.062500 Penalty: 2750.938232
	Iteration 22Q: 3 clusters Score -604411.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -604436.062500 Penalty: 2750.938232
	Iteration 23Q: 3 clusters Score -604436.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -604461.687500 Penalty: 2750.938232
	Iteration 24Q: 3 clusters Score -604461.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -604474.250000 Penalty: 2750.938232
	Iteration 25Q: 3 clusters Score -604474.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -604487.812500 Penalty: 2750.938232
	Iteration 26Q: 3 clusters Score -604487.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -604491.562500 Penalty: 2750.938232
	Iteration 27Q: 3 clusters Score -604491.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -604492.312500 Penalty: 2750.938232
	Iteration 28Q: 3 clusters Score -604492.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -604492.437500 Penalty: 2750.938232
	Iteration 29Q: 3 clusters Score -604492.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -604492.437500 Penalty: 2750.938232
	Iteration 30F: 3 clusters Score -604492.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Entering Unmasked Estep 
Score: -391293.500000 Penalty: 1323.274292
	Iteration 0F: 2 clusters Score -391293.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -388290.656250 Penalty: 2646.548584
	Iteration 0F: 3 clusters Score -388290.7 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -389279.406250 Penalty: 2646.548584
	Iteration 1F: 3 clusters Score -389279.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -389592.593750 Penalty: 2646.548584
	Iteration 2F: 3 clusters Score -389592.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -389845.562500 Penalty: 2646.548584
	Iteration 3F: 3 clusters Score -389845.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -390088.093750 Penalty: 2646.548584
	Iteration 4F: 3 clusters Score -390088.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -390272.062500 Penalty: 2646.548584
	Iteration 5F: 3 clusters Score -390272.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -390435.875000 Penalty: 2646.548584
	Iteration 6F: 3 clusters Score -390435.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -390550.250000 Penalty: 2646.548584
	Iteration 7Q: 3 clusters Score -390550.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -390660.812500 Penalty: 2646.548584
	Iteration 8Q: 3 clusters Score -390660.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -390757.625000 Penalty: 2646.548584
	Iteration 9Q: 3 clusters Score -390757.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -390843.000000 Penalty: 2646.548584
	Iteration 10Q: 3 clusters Score -390843 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -390928.593750 Penalty: 2646.548584
	Iteration 11Q: 3 clusters Score -390928.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -390974.875000 Penalty: 2646.548584
	Iteration 12Q: 3 clusters Score -390974.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -391000.875000 Penalty: 2646.548584
	Iteration 13Q: 3 clusters Score -391000.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -391014.312500 Penalty: 2646.548584
	Iteration 14Q: 3 clusters Score -391014.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -391022.218750 Penalty: 2646.548584
	Iteration 15Q: 3 clusters Score -391022.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -391027.125000 Penalty: 2646.548584
	Iteration 16Q: 3 clusters Score -391027.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -391029.375000 Penalty: 2646.548584
	Iteration 17Q: 3 clusters Score -391029.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -391031.468750 Penalty: 2646.548584
	Iteration 18Q: 3 clusters Score -391031.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -391034.156250 Penalty: 2646.548584
	Iteration 19Q: 3 clusters Score -391034.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -391038.656250 Penalty: 2646.548584
	Iteration 20F: 3 clusters Score -391038.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -391040.156250 Penalty: 2646.548584
	Iteration 21Q: 3 clusters Score -391040.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -391040.781250 Penalty: 2646.548584
	Iteration 22Q: 3 clusters Score -391040.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -391040.781250 Penalty: 2646.548584
	Iteration 23F: 3 clusters Score -391040.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Entering Unmasked Estep 
Score: -2575876.000000 Penalty: 1614.985352
	Iteration 0F: 2 clusters Score -2575876 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 10305 members 
Entering Unmasked Estep 
Score: -2561947.000000 Penalty: 3229.970703
	Iteration 0F: 3 clusters Score -2561947 nChanged 9285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2566875.500000 Penalty: 3229.970703
	Iteration 1F: 3 clusters Score -2566876 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2567222.250000 Penalty: 3229.970703
	Iteration 2Q: 3 clusters Score -2567222 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2567532.500000 Penalty: 3229.970703
	Iteration 3Q: 3 clusters Score -2567532 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2567860.750000 Penalty: 3229.970703
	Iteration 4Q: 3 clusters Score -2567861 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -2568199.750000 Penalty: 3229.970703
	Iteration 5Q: 3 clusters Score -2568200 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2568599.250000 Penalty: 3229.970703
	Iteration 6Q: 3 clusters Score -2568599 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2569084.750000 Penalty: 3229.970703
	Iteration 7Q: 3 clusters Score -2569085 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2569651.250000 Penalty: 3229.970703
	Iteration 8Q: 3 clusters Score -2569651 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2570333.500000 Penalty: 3229.970703
	Iteration 9Q: 3 clusters Score -2570334 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -2571114.250000 Penalty: 3229.970703
	Iteration 10F: 3 clusters Score -2571114 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2571887.750000 Penalty: 3229.970703
	Iteration 11Q: 3 clusters Score -2571888 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2572615.000000 Penalty: 3229.970703
	Iteration 12Q: 3 clusters Score -2572615 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2573132.750000 Penalty: 3229.970703
	Iteration 13Q: 3 clusters Score -2573133 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2573433.750000 Penalty: 3229.970703
	Iteration 14Q: 3 clusters Score -2573434 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2573671.250000 Penalty: 3229.970703
	Iteration 15Q: 3 clusters Score -2573671 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2573895.500000 Penalty: 3229.970703
	Iteration 16Q: 3 clusters Score -2573896 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2574050.500000 Penalty: 3229.970703
	Iteration 17Q: 3 clusters Score -2574050 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2574147.750000 Penalty: 3229.970703
	Iteration 18Q: 3 clusters Score -2574148 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2574209.750000 Penalty: 3229.970703
	Iteration 19Q: 3 clusters Score -2574210 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2574258.000000 Penalty: 3229.970703
	Iteration 20F: 3 clusters Score -2574258 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2574289.500000 Penalty: 3229.970703
	Iteration 21Q: 3 clusters Score -2574290 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2574323.500000 Penalty: 3229.970703
	Iteration 22Q: 3 clusters Score -2574324 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2574350.750000 Penalty: 3229.970703
	Iteration 23Q: 3 clusters Score -2574351 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2574366.750000 Penalty: 3229.970703
	Iteration 24Q: 3 clusters Score -2574367 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2574375.500000 Penalty: 3229.970703
	Iteration 25Q: 3 clusters Score -2574376 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2574382.250000 Penalty: 3229.970703
	Iteration 26Q: 3 clusters Score -2574382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2574386.750000 Penalty: 3229.970703
	Iteration 27Q: 3 clusters Score -2574387 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2574394.000000 Penalty: 3229.970703
	Iteration 28Q: 3 clusters Score -2574394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2574402.500000 Penalty: 3229.970703
	Iteration 29Q: 3 clusters Score -2574402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2574412.750000 Penalty: 3229.970703
	Iteration 30Q: 3 clusters Score -2574413 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2574418.500000 Penalty: 3229.970703
	Iteration 31Q: 3 clusters Score -2574418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2574429.000000 Penalty: 3229.970703
	Iteration 32Q: 3 clusters Score -2574429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2574431.000000 Penalty: 3229.970703
	Iteration 33Q: 3 clusters Score -2574431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2574434.500000 Penalty: 3229.970703
	Iteration 34Q: 3 clusters Score -2574434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2574437.000000 Penalty: 3229.970703
	Iteration 35Q: 3 clusters Score -2574437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2574442.500000 Penalty: 3229.970703
	Iteration 36Q: 3 clusters Score -2574442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2574444.250000 Penalty: 3229.970703
	Iteration 37Q: 3 clusters Score -2574444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2574449.750000 Penalty: 3229.970703
	Iteration 38Q: 3 clusters Score -2574450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2574452.000000 Penalty: 3229.970703
	Iteration 39Q: 3 clusters Score -2574452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2574454.750000 Penalty: 3229.970703
	Iteration 40F: 3 clusters Score -2574455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2574458.750000 Penalty: 3229.970703
	Iteration 41Q: 3 clusters Score -2574459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2574463.250000 Penalty: 3229.970703
	Iteration 42Q: 3 clusters Score -2574463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2574466.250000 Penalty: 3229.970703
	Iteration 43Q: 3 clusters Score -2574466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2574465.750000 Penalty: 3229.970703
	Iteration 44Q: 3 clusters Score -2574466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2574468.750000 Penalty: 3229.970703
	Iteration 45Q: 3 clusters Score -2574469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2574475.500000 Penalty: 3229.970703
	Iteration 46Q: 3 clusters Score -2574476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2574480.000000 Penalty: 3229.970703
	Iteration 47Q: 3 clusters Score -2574480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2574483.500000 Penalty: 3229.970703
	Iteration 48Q: 3 clusters Score -2574484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2574486.500000 Penalty: 3229.970703
	Iteration 49Q: 3 clusters Score -2574486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2574488.250000 Penalty: 3229.970703
	Iteration 50Q: 3 clusters Score -2574488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2574488.500000 Penalty: 3229.970703
	Iteration 51Q: 3 clusters Score -2574488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2574490.250000 Penalty: 3229.970703
	Iteration 52Q: 3 clusters Score -2574490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2574498.250000 Penalty: 3229.970703
	Iteration 53Q: 3 clusters Score -2574498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2574505.250000 Penalty: 3229.970703
	Iteration 54Q: 3 clusters Score -2574505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2574507.250000 Penalty: 3229.970703
	Iteration 55Q: 3 clusters Score -2574507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2574508.000000 Penalty: 3229.970703
	Iteration 56Q: 3 clusters Score -2574508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2574508.250000 Penalty: 3229.970703
	Iteration 57Q: 3 clusters Score -2574508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2574509.500000 Penalty: 3229.970703
	Iteration 58Q: 3 clusters Score -2574510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2574509.500000 Penalty: 3229.970703
	Iteration 59F: 3 clusters Score -2574510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -31785.746094 Penalty: 969.081604
	Iteration 0F: 2 clusters Score -31785.75 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 206 members 
Entering Unmasked Estep 
Score: -30913.873047 Penalty: 1938.163208
	Iteration 0F: 3 clusters Score -30913.87 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -31270.945312 Penalty: 1938.163208
	Iteration 1F: 3 clusters Score -31270.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -31365.345703 Penalty: 1938.163208
	Iteration 2F: 3 clusters Score -31365.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -31422.828125 Penalty: 1938.163208
	Iteration 3Q: 3 clusters Score -31422.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -31436.318359 Penalty: 1938.163208
	Iteration 4Q: 3 clusters Score -31436.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -31453.310547 Penalty: 1938.163208
	Iteration 5Q: 3 clusters Score -31453.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -31454.011719 Penalty: 1938.163208
	Iteration 6Q: 3 clusters Score -31454.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -31457.851562 Penalty: 1938.163208
	Iteration 7F: 3 clusters Score -31457.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -31494.222656 Penalty: 1938.163208
	Iteration 8Q: 3 clusters Score -31494.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -31501.156250 Penalty: 1938.163208
	Iteration 9Q: 3 clusters Score -31501.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -31505.255859 Penalty: 1938.163208
	Iteration 10Q: 3 clusters Score -31505.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -31515.751953 Penalty: 1938.163208
	Iteration 11Q: 3 clusters Score -31515.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -31520.613281 Penalty: 1938.163208
	Iteration 12Q: 3 clusters Score -31520.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -31520.613281 Penalty: 1938.163208
	Iteration 13F: 3 clusters Score -31520.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Entering Unmasked Estep 
Score: -204661.656250 Penalty: 1202.501587
	Iteration 0F: 2 clusters Score -204661.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -202775.546875 Penalty: 2405.003174
	Iteration 0F: 3 clusters Score -202775.5 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -203163.468750 Penalty: 2405.003174
	Iteration 1F: 3 clusters Score -203163.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -203304.062500 Penalty: 2405.003174
	Iteration 2F: 3 clusters Score -203304.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -203356.656250 Penalty: 2405.003174
	Iteration 3F: 3 clusters Score -203356.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -203384.562500 Penalty: 2405.003174
	Iteration 4Q: 3 clusters Score -203384.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -203410.593750 Penalty: 2405.003174
	Iteration 5Q: 3 clusters Score -203410.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -203432.656250 Penalty: 2405.003174
	Iteration 6Q: 3 clusters Score -203432.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -203449.421875 Penalty: 2405.003174
	Iteration 7Q: 3 clusters Score -203449.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -203460.156250 Penalty: 2405.003174
	Iteration 8Q: 3 clusters Score -203460.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -203474.718750 Penalty: 2405.003174
	Iteration 9Q: 3 clusters Score -203474.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -203482.125000 Penalty: 2405.003174
	Iteration 10Q: 3 clusters Score -203482.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -203489.375000 Penalty: 2405.003174
	Iteration 11Q: 3 clusters Score -203489.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -203497.953125 Penalty: 2405.003174
	Iteration 12Q: 3 clusters Score -203498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -203504.015625 Penalty: 2405.003174
	Iteration 13Q: 3 clusters Score -203504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -203509.187500 Penalty: 2405.003174
	Iteration 14Q: 3 clusters Score -203509.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -203515.562500 Penalty: 2405.003174
	Iteration 15Q: 3 clusters Score -203515.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -203522.484375 Penalty: 2405.003174
	Iteration 16Q: 3 clusters Score -203522.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -203530.937500 Penalty: 2405.003174
	Iteration 17Q: 3 clusters Score -203530.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -203534.843750 Penalty: 2405.003174
	Iteration 18Q: 3 clusters Score -203534.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -203537.453125 Penalty: 2405.003174
	Iteration 19Q: 3 clusters Score -203537.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -203542.625000 Penalty: 2405.003174
	Iteration 20F: 3 clusters Score -203542.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -203547.234375 Penalty: 2405.003174
	Iteration 21Q: 3 clusters Score -203547.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -203552.578125 Penalty: 2405.003174
	Iteration 22Q: 3 clusters Score -203552.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -203555.468750 Penalty: 2405.003174
	Iteration 23Q: 3 clusters Score -203555.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -203557.031250 Penalty: 2405.003174
	Iteration 24Q: 3 clusters Score -203557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -203558.281250 Penalty: 2405.003174
	Iteration 25Q: 3 clusters Score -203558.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -203559.687500 Penalty: 2405.003174
	Iteration 26Q: 3 clusters Score -203559.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -203559.687500 Penalty: 2405.003174
	Iteration 27F: 3 clusters Score -203559.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -25360.855469 Penalty: 930.082581
	Iteration 0F: 2 clusters Score -25360.86 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 169 members 
Entering Unmasked Estep 
Score: -24566.482422 Penalty: 1860.165161
	Iteration 0F: 3 clusters Score -24566.48 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24792.908203 Penalty: 1860.165161
	Iteration 1F: 3 clusters Score -24792.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24942.431641 Penalty: 1860.165161
	Iteration 2F: 3 clusters Score -24942.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -25087.486328 Penalty: 1860.165161
	Iteration 3F: 3 clusters Score -25087.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -25169.410156 Penalty: 1860.165161
	Iteration 4Q: 3 clusters Score -25169.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25248.265625 Penalty: 1860.165161
	Iteration 5Q: 3 clusters Score -25248.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25337.320312 Penalty: 1860.165161
	Iteration 6Q: 3 clusters Score -25337.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25379.447266 Penalty: 1860.165161
	Iteration 7Q: 3 clusters Score -25379.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -25388.802734 Penalty: 1860.165161
	Iteration 8Q: 3 clusters Score -25388.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -25393.365234 Penalty: 1860.165161
	Iteration 9Q: 3 clusters Score -25393.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -25393.365234 Penalty: 1860.165161
	Iteration 10F: 3 clusters Score -25393.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 118132 members 
Mstep: Class 3 contains 6519 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9432 members 
Mstep: Class 6 contains 38212 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6928 members 
Mstep: Class 9 contains 98694 members 
Mstep: Class 10 contains 80945 members 
Mstep: Class 11 contains 101312 members 
Mstep: Class 12 contains 55477 members 
Mstep: Class 13 contains 4941 members 
Mstep: Class 14 contains 92928 members 
Mstep: Class 15 contains 3087 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4743 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 20710 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1636 members 
Mstep: Class 23 contains 179 members 
Mstep: Class 24 contains 10077 members 
Mstep: Class 25 contains 101839 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6499 members 
Mstep: Class 28 contains 2784 members 
Mstep: Class 29 contains 3694 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13929 members 
Mstep: Class 34 contains 10179 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90672 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7624 members 
Mstep: Class 41 contains 1694 members 
Mstep: Class 42 contains 127 members 
Entering Unmasked Estep 
Score: -111780672.000000 Penalty: 93710.203125
Splitting cluster 23 changes total score from -111781888.000000 to -111780672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (10077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Entering Unmasked Estep 
Score: -1174976.125000 Penalty: 1497.926758
	Iteration 0F: 2 clusters Score -1174976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1167761.625000 Penalty: 2995.853516
	Iteration 0F: 3 clusters Score -1167762 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1170208.875000 Penalty: 2995.853516
	Iteration 1F: 3 clusters Score -1170209 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1170569.375000 Penalty: 2995.853516
	Iteration 2F: 3 clusters Score -1170569 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1170865.500000 Penalty: 2995.853516
	Iteration 3F: 3 clusters Score -1170866 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1171125.375000 Penalty: 2995.853516
	Iteration 4F: 3 clusters Score -1171125 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1171421.000000 Penalty: 2995.853516
	Iteration 5F: 3 clusters Score -1171421 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1171700.375000 Penalty: 2995.853516
	Iteration 6F: 3 clusters Score -1171700 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1171961.250000 Penalty: 2995.853516
	Iteration 7Q: 3 clusters Score -1171961 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1172214.250000 Penalty: 2995.853516
	Iteration 8Q: 3 clusters Score -1172214 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1172475.500000 Penalty: 2995.853516
	Iteration 9Q: 3 clusters Score -1172476 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1172730.500000 Penalty: 2995.853516
	Iteration 10Q: 3 clusters Score -1172730 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1172977.750000 Penalty: 2995.853516
	Iteration 11Q: 3 clusters Score -1172978 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1173254.000000 Penalty: 2995.853516
	Iteration 12Q: 3 clusters Score -1173254 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1173481.125000 Penalty: 2995.853516
	Iteration 13Q: 3 clusters Score -1173481 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1173628.750000 Penalty: 2995.853516
	Iteration 14Q: 3 clusters Score -1173629 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1173713.750000 Penalty: 2995.853516
	Iteration 15Q: 3 clusters Score -1173714 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1173760.375000 Penalty: 2995.853516
	Iteration 16Q: 3 clusters Score -1173760 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1173786.625000 Penalty: 2995.853516
	Iteration 17Q: 3 clusters Score -1173787 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1173812.875000 Penalty: 2995.853516
	Iteration 18Q: 3 clusters Score -1173813 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1173826.125000 Penalty: 2995.853516
	Iteration 19Q: 3 clusters Score -1173826 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1173843.250000 Penalty: 2995.853516
	Iteration 20F: 3 clusters Score -1173843 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1173858.875000 Penalty: 2995.853516
	Iteration 21Q: 3 clusters Score -1173859 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1173869.000000 Penalty: 2995.853516
	Iteration 22Q: 3 clusters Score -1173869 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1173880.500000 Penalty: 2995.853516
	Iteration 23Q: 3 clusters Score -1173880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1173883.375000 Penalty: 2995.853516
	Iteration 24Q: 3 clusters Score -1173883 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1173888.625000 Penalty: 2995.853516
	Iteration 25Q: 3 clusters Score -1173889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1173889.000000 Penalty: 2995.853516
	Iteration 26Q: 3 clusters Score -1173889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1173893.625000 Penalty: 2995.853516
	Iteration 27Q: 3 clusters Score -1173894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1173895.000000 Penalty: 2995.853516
	Iteration 28Q: 3 clusters Score -1173895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1173897.375000 Penalty: 2995.853516
	Iteration 29Q: 3 clusters Score -1173897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1173897.375000 Penalty: 2995.853516
	Iteration 30F: 3 clusters Score -1173897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (101839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101839 members 
Entering Unmasked Estep 
Score: -12755174.000000 Penalty: 1873.811523
	Iteration 0F: 2 clusters Score -1.275517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50931 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -12690206.000000 Penalty: 3747.623047
	Iteration 0F: 3 clusters Score -1.269021e+07 nChanged 48617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51166 members 
Mstep: Class 2 contains 50673 members 
Entering Unmasked Estep 
Score: -12718379.000000 Penalty: 3747.623047
	Iteration 1F: 3 clusters Score -1.271838e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50936 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -12719458.000000 Penalty: 3747.623047
	Iteration 2Q: 3 clusters Score -1.271946e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50382 members 
Mstep: Class 2 contains 51457 members 
Entering Unmasked Estep 
Score: -12720998.000000 Penalty: 3747.623047
	Iteration 3Q: 3 clusters Score -1.2721e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 52401 members 
Entering Unmasked Estep 
Score: -12723342.000000 Penalty: 3747.623047
	Iteration 4F: 3 clusters Score -1.272334e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 53852 members 
Entering Unmasked Estep 
Score: -12726978.000000 Penalty: 3747.623047
	Iteration 5F: 3 clusters Score -1.272698e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 55659 members 
Entering Unmasked Estep 
Score: -12732056.000000 Penalty: 3747.623047
	Iteration 6F: 3 clusters Score -1.273206e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 57501 members 
Entering Unmasked Estep 
Score: -12737908.000000 Penalty: 3747.623047
	Iteration 7F: 3 clusters Score -1.273791e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 58688 members 
Entering Unmasked Estep 
Score: -12742268.000000 Penalty: 3747.623047
	Iteration 8F: 3 clusters Score -1.274227e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 59245 members 
Entering Unmasked Estep 
Score: -12744168.000000 Penalty: 3747.623047
	Iteration 9Q: 3 clusters Score -1.274417e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 59518 members 
Entering Unmasked Estep 
Score: -12744707.000000 Penalty: 3747.623047
	Iteration 10Q: 3 clusters Score -1.274471e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 59721 members 
Entering Unmasked Estep 
Score: -12744924.000000 Penalty: 3747.623047
	Iteration 11Q: 3 clusters Score -1.274492e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 59847 members 
Entering Unmasked Estep 
Score: -12745041.000000 Penalty: 3747.623047
	Iteration 12Q: 3 clusters Score -1.274504e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 59940 members 
Entering Unmasked Estep 
Score: -12745166.000000 Penalty: 3747.623047
	Iteration 13Q: 3 clusters Score -1.274517e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 60016 members 
Entering Unmasked Estep 
Score: -12745326.000000 Penalty: 3747.623047
	Iteration 14Q: 3 clusters Score -1.274533e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 60055 members 
Entering Unmasked Estep 
Score: -12745434.000000 Penalty: 3747.623047
	Iteration 15Q: 3 clusters Score -1.274543e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 60081 members 
Entering Unmasked Estep 
Score: -12745596.000000 Penalty: 3747.623047
	Iteration 16Q: 3 clusters Score -1.27456e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 60057 members 
Entering Unmasked Estep 
Score: -12745684.000000 Penalty: 3747.623047
	Iteration 17Q: 3 clusters Score -1.274568e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 60040 members 
Entering Unmasked Estep 
Score: -12745807.000000 Penalty: 3747.623047
	Iteration 18Q: 3 clusters Score -1.274581e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 59929 members 
Entering Unmasked Estep 
Score: -12745883.000000 Penalty: 3747.623047
	Iteration 19Q: 3 clusters Score -1.274588e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 59797 members 
Entering Unmasked Estep 
Score: -12746017.000000 Penalty: 3747.623047
	Iteration 20F: 3 clusters Score -1.274602e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 59650 members 
Entering Unmasked Estep 
Score: -12746088.000000 Penalty: 3747.623047
	Iteration 21Q: 3 clusters Score -1.274609e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 59451 members 
Entering Unmasked Estep 
Score: -12746131.000000 Penalty: 3747.623047
	Iteration 22Q: 3 clusters Score -1.274613e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42608 members 
Mstep: Class 2 contains 59231 members 
Entering Unmasked Estep 
Score: -12746215.000000 Penalty: 3747.623047
	Iteration 23Q: 3 clusters Score -1.274622e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 58987 members 
Entering Unmasked Estep 
Score: -12746201.000000 Penalty: 3747.623047
	Iteration 24Q: 3 clusters Score -1.27462e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 58679 members 
Entering Unmasked Estep 
Score: -12746179.000000 Penalty: 3747.623047
	Iteration 25Q: 3 clusters Score -1.274618e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 58357 members 
Entering Unmasked Estep 
Score: -12746144.000000 Penalty: 3747.623047
	Iteration 26Q: 3 clusters Score -1.274614e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 58018 members 
Entering Unmasked Estep 
Score: -12746192.000000 Penalty: 3747.623047
	Iteration 27Q: 3 clusters Score -1.274619e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44175 members 
Mstep: Class 2 contains 57664 members 
Entering Unmasked Estep 
Score: -12746220.000000 Penalty: 3747.623047
	Iteration 28Q: 3 clusters Score -1.274622e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 57361 members 
Entering Unmasked Estep 
Score: -12746221.000000 Penalty: 3747.623047
	Iteration 29Q: 3 clusters Score -1.274622e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 57054 members 
Entering Unmasked Estep 
Score: -12746172.000000 Penalty: 3747.623047
	Iteration 30Q: 3 clusters Score -1.274617e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 56770 members 
Entering Unmasked Estep 
Score: -12746188.000000 Penalty: 3747.623047
	Iteration 31Q: 3 clusters Score -1.274619e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -12746190.000000 Penalty: 3747.623047
	Iteration 32Q: 3 clusters Score -1.274619e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 56232 members 
Entering Unmasked Estep 
Score: -12746161.000000 Penalty: 3747.623047
	Iteration 33Q: 3 clusters Score -1.274616e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 55984 members 
Entering Unmasked Estep 
Score: -12746146.000000 Penalty: 3747.623047
	Iteration 34Q: 3 clusters Score -1.274615e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 55748 members 
Entering Unmasked Estep 
Score: -12746148.000000 Penalty: 3747.623047
	Iteration 35Q: 3 clusters Score -1.274615e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 55505 members 
Entering Unmasked Estep 
Score: -12746130.000000 Penalty: 3747.623047
	Iteration 36Q: 3 clusters Score -1.274613e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 55282 members 
Entering Unmasked Estep 
Score: -12746149.000000 Penalty: 3747.623047
	Iteration 37Q: 3 clusters Score -1.274615e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 55118 members 
Entering Unmasked Estep 
Score: -12746131.000000 Penalty: 3747.623047
	Iteration 38Q: 3 clusters Score -1.274613e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 54945 members 
Entering Unmasked Estep 
Score: -12746157.000000 Penalty: 3747.623047
	Iteration 39Q: 3 clusters Score -1.274616e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47036 members 
Mstep: Class 2 contains 54803 members 
Entering Unmasked Estep 
Score: -12746108.000000 Penalty: 3747.623047
	Iteration 40F: 3 clusters Score -1.274611e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 54654 members 
Entering Unmasked Estep 
Score: -12746136.000000 Penalty: 3747.623047
	Iteration 41Q: 3 clusters Score -1.274614e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 54499 members 
Entering Unmasked Estep 
Score: -12746111.000000 Penalty: 3747.623047
	Iteration 42Q: 3 clusters Score -1.274611e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47475 members 
Mstep: Class 2 contains 54364 members 
Entering Unmasked Estep 
Score: -12746075.000000 Penalty: 3747.623047
	Iteration 43Q: 3 clusters Score -1.274608e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 54256 members 
Entering Unmasked Estep 
Score: -12746049.000000 Penalty: 3747.623047
	Iteration 44Q: 3 clusters Score -1.274605e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 54136 members 
Entering Unmasked Estep 
Score: -12746044.000000 Penalty: 3747.623047
	Iteration 45Q: 3 clusters Score -1.274604e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47820 members 
Mstep: Class 2 contains 54019 members 
Entering Unmasked Estep 
Score: -12746033.000000 Penalty: 3747.623047
	Iteration 46Q: 3 clusters Score -1.274603e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 53905 members 
Entering Unmasked Estep 
Score: -12746016.000000 Penalty: 3747.623047
	Iteration 47Q: 3 clusters Score -1.274602e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 53776 members 
Entering Unmasked Estep 
Score: -12745990.000000 Penalty: 3747.623047
	Iteration 48Q: 3 clusters Score -1.274599e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48164 members 
Mstep: Class 2 contains 53675 members 
Entering Unmasked Estep 
Score: -12746014.000000 Penalty: 3747.623047
	Iteration 49Q: 3 clusters Score -1.274601e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48257 members 
Mstep: Class 2 contains 53582 members 
Entering Unmasked Estep 
Score: -12746002.000000 Penalty: 3747.623047
	Iteration 50Q: 3 clusters Score -1.2746e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 53479 members 
Entering Unmasked Estep 
Score: -12746020.000000 Penalty: 3747.623047
	Iteration 51Q: 3 clusters Score -1.274602e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48457 members 
Mstep: Class 2 contains 53382 members 
Entering Unmasked Estep 
Score: -12746036.000000 Penalty: 3747.623047
	Iteration 52Q: 3 clusters Score -1.274604e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 53289 members 
Entering Unmasked Estep 
Score: -12746030.000000 Penalty: 3747.623047
	Iteration 53Q: 3 clusters Score -1.274603e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 53186 members 
Entering Unmasked Estep 
Score: -12746044.000000 Penalty: 3747.623047
	Iteration 54Q: 3 clusters Score -1.274604e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48769 members 
Mstep: Class 2 contains 53070 members 
Entering Unmasked Estep 
Score: -12746061.000000 Penalty: 3747.623047
	Iteration 55Q: 3 clusters Score -1.274606e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48882 members 
Mstep: Class 2 contains 52957 members 
Entering Unmasked Estep 
Score: -12746054.000000 Penalty: 3747.623047
	Iteration 56Q: 3 clusters Score -1.274605e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48998 members 
Mstep: Class 2 contains 52841 members 
Entering Unmasked Estep 
Score: -12746069.000000 Penalty: 3747.623047
	Iteration 57Q: 3 clusters Score -1.274607e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49115 members 
Mstep: Class 2 contains 52724 members 
Entering Unmasked Estep 
Score: -12746080.000000 Penalty: 3747.623047
	Iteration 58Q: 3 clusters Score -1.274608e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 52627 members 
Entering Unmasked Estep 
Score: -12746057.000000 Penalty: 3747.623047
	Iteration 59Q: 3 clusters Score -1.274606e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49324 members 
Mstep: Class 2 contains 52515 members 
Entering Unmasked Estep 
Score: -12746057.000000 Penalty: 3747.623047
	Iteration 60F: 3 clusters Score -1.274606e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49405 members 
Mstep: Class 2 contains 52434 members 
Entering Unmasked Estep 
Score: -12746044.000000 Penalty: 3747.623047
	Iteration 61Q: 3 clusters Score -1.274604e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
Score: -12746023.000000 Penalty: 3747.623047
	Iteration 62Q: 3 clusters Score -1.274602e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 52286 members 
Entering Unmasked Estep 
Score: -12746006.000000 Penalty: 3747.623047
	Iteration 63Q: 3 clusters Score -1.274601e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49617 members 
Mstep: Class 2 contains 52222 members 
Entering Unmasked Estep 
Score: -12746017.000000 Penalty: 3747.623047
	Iteration 64Q: 3 clusters Score -1.274602e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49677 members 
Mstep: Class 2 contains 52162 members 
Entering Unmasked Estep 
Score: -12746023.000000 Penalty: 3747.623047
	Iteration 65Q: 3 clusters Score -1.274602e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49740 members 
Mstep: Class 2 contains 52099 members 
Entering Unmasked Estep 
Score: -12746029.000000 Penalty: 3747.623047
	Iteration 66Q: 3 clusters Score -1.274603e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49791 members 
Mstep: Class 2 contains 52048 members 
Entering Unmasked Estep 
Score: -12746027.000000 Penalty: 3747.623047
	Iteration 67Q: 3 clusters Score -1.274603e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49863 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -12746027.000000 Penalty: 3747.623047
	Iteration 68Q: 3 clusters Score -1.274603e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49925 members 
Mstep: Class 2 contains 51914 members 
Entering Unmasked Estep 
Score: -12746042.000000 Penalty: 3747.623047
	Iteration 69Q: 3 clusters Score -1.274604e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 51869 members 
Entering Unmasked Estep 
Score: -12746037.000000 Penalty: 3747.623047
	Iteration 70Q: 3 clusters Score -1.274604e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50035 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -12746073.000000 Penalty: 3747.623047
	Iteration 71Q: 3 clusters Score -1.274607e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50102 members 
Mstep: Class 2 contains 51737 members 
Entering Unmasked Estep 
Score: -12746065.000000 Penalty: 3747.623047
	Iteration 72Q: 3 clusters Score -1.274606e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 51683 members 
Entering Unmasked Estep 
Score: -12746064.000000 Penalty: 3747.623047
	Iteration 73Q: 3 clusters Score -1.274606e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50229 members 
Mstep: Class 2 contains 51610 members 
Entering Unmasked Estep 
Score: -12746059.000000 Penalty: 3747.623047
	Iteration 74Q: 3 clusters Score -1.274606e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 51541 members 
Entering Unmasked Estep 
Score: -12746060.000000 Penalty: 3747.623047
	Iteration 75Q: 3 clusters Score -1.274606e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50359 members 
Mstep: Class 2 contains 51480 members 
Entering Unmasked Estep 
Score: -12746080.000000 Penalty: 3747.623047
	Iteration 76Q: 3 clusters Score -1.274608e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50404 members 
Mstep: Class 2 contains 51435 members 
Entering Unmasked Estep 
Score: -12746073.000000 Penalty: 3747.623047
	Iteration 77Q: 3 clusters Score -1.274607e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50448 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -12746070.000000 Penalty: 3747.623047
	Iteration 78Q: 3 clusters Score -1.274607e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50483 members 
Mstep: Class 2 contains 51356 members 
Entering Unmasked Estep 
Score: -12746070.000000 Penalty: 3747.623047
	Iteration 79Q: 3 clusters Score -1.274607e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50512 members 
Mstep: Class 2 contains 51327 members 
Entering Unmasked Estep 
Score: -12746066.000000 Penalty: 3747.623047
	Iteration 80F: 3 clusters Score -1.274607e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50552 members 
Mstep: Class 2 contains 51287 members 
Entering Unmasked Estep 
Score: -12746045.000000 Penalty: 3747.623047
	Iteration 81Q: 3 clusters Score -1.274604e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50596 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
Score: -12746021.000000 Penalty: 3747.623047
	Iteration 82Q: 3 clusters Score -1.274602e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50648 members 
Mstep: Class 2 contains 51191 members 
Entering Unmasked Estep 
Score: -12746018.000000 Penalty: 3747.623047
	Iteration 83Q: 3 clusters Score -1.274602e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 51152 members 
Entering Unmasked Estep 
Score: -12746041.000000 Penalty: 3747.623047
	Iteration 84Q: 3 clusters Score -1.274604e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50726 members 
Mstep: Class 2 contains 51113 members 
Entering Unmasked Estep 
Score: -12746029.000000 Penalty: 3747.623047
	Iteration 85Q: 3 clusters Score -1.274603e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50782 members 
Mstep: Class 2 contains 51057 members 
Entering Unmasked Estep 
Score: -12746043.000000 Penalty: 3747.623047
	Iteration 86Q: 3 clusters Score -1.274604e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50823 members 
Mstep: Class 2 contains 51016 members 
Entering Unmasked Estep 
Score: -12746075.000000 Penalty: 3747.623047
	Iteration 87Q: 3 clusters Score -1.274608e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50868 members 
Mstep: Class 2 contains 50971 members 
Entering Unmasked Estep 
Score: -12746078.000000 Penalty: 3747.623047
	Iteration 88Q: 3 clusters Score -1.274608e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 50943 members 
Entering Unmasked Estep 
Score: -12746043.000000 Penalty: 3747.623047
	Iteration 89Q: 3 clusters Score -1.274604e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50916 members 
Mstep: Class 2 contains 50923 members 
Entering Unmasked Estep 
Score: -12746044.000000 Penalty: 3747.623047
	Iteration 90Q: 3 clusters Score -1.274604e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 50906 members 
Entering Unmasked Estep 
Score: -12746047.000000 Penalty: 3747.623047
	Iteration 91Q: 3 clusters Score -1.274605e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50964 members 
Mstep: Class 2 contains 50875 members 
Entering Unmasked Estep 
Score: -12746036.000000 Penalty: 3747.623047
	Iteration 92Q: 3 clusters Score -1.274604e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50977 members 
Mstep: Class 2 contains 50862 members 
Entering Unmasked Estep 
Score: -12746030.000000 Penalty: 3747.623047
	Iteration 93Q: 3 clusters Score -1.274603e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 50860 members 
Entering Unmasked Estep 
Score: -12746030.000000 Penalty: 3747.623047
	Iteration 94Q: 3 clusters Score -1.274603e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50990 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -12746010.000000 Penalty: 3747.623047
	Iteration 95Q: 3 clusters Score -1.274601e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51008 members 
Mstep: Class 2 contains 50831 members 
Entering Unmasked Estep 
Score: -12746027.000000 Penalty: 3747.623047
	Iteration 96Q: 3 clusters Score -1.274603e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 50816 members 
Entering Unmasked Estep 
Score: -12746045.000000 Penalty: 3747.623047
	Iteration 97Q: 3 clusters Score -1.274604e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51033 members 
Mstep: Class 2 contains 50806 members 
Entering Unmasked Estep 
Score: -12746031.000000 Penalty: 3747.623047
	Iteration 98Q: 3 clusters Score -1.274603e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51053 members 
Mstep: Class 2 contains 50786 members 
Entering Unmasked Estep 
Score: -12746045.000000 Penalty: 3747.623047
	Iteration 99Q: 3 clusters Score -1.274604e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51063 members 
Mstep: Class 2 contains 50776 members 
Entering Unmasked Estep 
Score: -12746041.000000 Penalty: 3747.623047
	Iteration 100F: 3 clusters Score -1.274604e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51076 members 
Mstep: Class 2 contains 50763 members 
Entering Unmasked Estep 
Score: -12746044.000000 Penalty: 3747.623047
	Iteration 101Q: 3 clusters Score -1.274604e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51081 members 
Mstep: Class 2 contains 50758 members 
Entering Unmasked Estep 
Score: -12746053.000000 Penalty: 3747.623047
	Iteration 102Q: 3 clusters Score -1.274605e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51095 members 
Mstep: Class 2 contains 50744 members 
Entering Unmasked Estep 
Score: -12746055.000000 Penalty: 3747.623047
	Iteration 103Q: 3 clusters Score -1.274606e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51112 members 
Mstep: Class 2 contains 50727 members 
Entering Unmasked Estep 
Score: -12746060.000000 Penalty: 3747.623047
	Iteration 104Q: 3 clusters Score -1.274606e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51127 members 
Mstep: Class 2 contains 50712 members 
Entering Unmasked Estep 
Score: -12746075.000000 Penalty: 3747.623047
	Iteration 105Q: 3 clusters Score -1.274608e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51132 members 
Mstep: Class 2 contains 50707 members 
Entering Unmasked Estep 
Score: -12746094.000000 Penalty: 3747.623047
	Iteration 106Q: 3 clusters Score -1.274609e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51143 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
Score: -12746094.000000 Penalty: 3747.623047
	Iteration 107Q: 3 clusters Score -1.274609e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51161 members 
Mstep: Class 2 contains 50678 members 
Entering Unmasked Estep 
Score: -12746085.000000 Penalty: 3747.623047
	Iteration 108Q: 3 clusters Score -1.274608e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 50652 members 
Entering Unmasked Estep 
Score: -12746078.000000 Penalty: 3747.623047
	Iteration 109Q: 3 clusters Score -1.274608e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 50619 members 
Entering Unmasked Estep 
Score: -12746090.000000 Penalty: 3747.623047
	Iteration 110Q: 3 clusters Score -1.274609e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51255 members 
Mstep: Class 2 contains 50584 members 
Entering Unmasked Estep 
Score: -12746089.000000 Penalty: 3747.623047
	Iteration 111Q: 3 clusters Score -1.274609e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51289 members 
Mstep: Class 2 contains 50550 members 
Entering Unmasked Estep 
Score: -12746087.000000 Penalty: 3747.623047
	Iteration 112Q: 3 clusters Score -1.274609e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51341 members 
Mstep: Class 2 contains 50498 members 
Entering Unmasked Estep 
Score: -12746077.000000 Penalty: 3747.623047
	Iteration 113Q: 3 clusters Score -1.274608e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51388 members 
Mstep: Class 2 contains 50451 members 
Entering Unmasked Estep 
Score: -12746073.000000 Penalty: 3747.623047
	Iteration 114Q: 3 clusters Score -1.274607e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51449 members 
Mstep: Class 2 contains 50390 members 
Entering Unmasked Estep 
Score: -12746063.000000 Penalty: 3747.623047
	Iteration 115Q: 3 clusters Score -1.274606e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51480 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -12746055.000000 Penalty: 3747.623047
	Iteration 116Q: 3 clusters Score -1.274606e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51517 members 
Mstep: Class 2 contains 50322 members 
Entering Unmasked Estep 
Score: -12746033.000000 Penalty: 3747.623047
	Iteration 117Q: 3 clusters Score -1.274603e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51543 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -12746029.000000 Penalty: 3747.623047
	Iteration 118Q: 3 clusters Score -1.274603e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51563 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -12746022.000000 Penalty: 3747.623047
	Iteration 119Q: 3 clusters Score -1.274602e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51579 members 
Mstep: Class 2 contains 50260 members 
Entering Unmasked Estep 
Score: -12746017.000000 Penalty: 3747.623047
	Iteration 120F: 3 clusters Score -1.274602e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51597 members 
Mstep: Class 2 contains 50242 members 
Entering Unmasked Estep 
Score: -12746007.000000 Penalty: 3747.623047
	Iteration 121Q: 3 clusters Score -1.274601e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51632 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
Score: -12746000.000000 Penalty: 3747.623047
	Iteration 122Q: 3 clusters Score -1.2746e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51658 members 
Mstep: Class 2 contains 50181 members 
Entering Unmasked Estep 
Score: -12746004.000000 Penalty: 3747.623047
	Iteration 123Q: 3 clusters Score -1.2746e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -12746017.000000 Penalty: 3747.623047
	Iteration 124Q: 3 clusters Score -1.274602e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51697 members 
Mstep: Class 2 contains 50142 members 
Entering Unmasked Estep 
Score: -12746020.000000 Penalty: 3747.623047
	Iteration 125Q: 3 clusters Score -1.274602e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 50129 members 
Entering Unmasked Estep 
Score: -12746012.000000 Penalty: 3747.623047
	Iteration 126Q: 3 clusters Score -1.274601e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51721 members 
Mstep: Class 2 contains 50118 members 
Entering Unmasked Estep 
Score: -12746015.000000 Penalty: 3747.623047
	Iteration 127Q: 3 clusters Score -1.274602e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51735 members 
Mstep: Class 2 contains 50104 members 
Entering Unmasked Estep 
Score: -12746021.000000 Penalty: 3747.623047
	Iteration 128Q: 3 clusters Score -1.274602e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51746 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -12746031.000000 Penalty: 3747.623047
	Iteration 129Q: 3 clusters Score -1.274603e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51746 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -12746020.000000 Penalty: 3747.623047
	Iteration 130Q: 3 clusters Score -1.274602e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51739 members 
Mstep: Class 2 contains 50100 members 
Entering Unmasked Estep 
Score: -12746026.000000 Penalty: 3747.623047
	Iteration 131Q: 3 clusters Score -1.274603e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51739 members 
Mstep: Class 2 contains 50100 members 
Entering Unmasked Estep 
Score: -12746023.000000 Penalty: 3747.623047
	Iteration 132Q: 3 clusters Score -1.274602e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51746 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -12746020.000000 Penalty: 3747.623047
	Iteration 133Q: 3 clusters Score -1.274602e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 50084 members 
Entering Unmasked Estep 
Score: -12746013.000000 Penalty: 3747.623047
	Iteration 134Q: 3 clusters Score -1.274601e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51767 members 
Mstep: Class 2 contains 50072 members 
Entering Unmasked Estep 
Score: -12746040.000000 Penalty: 3747.623047
	Iteration 135Q: 3 clusters Score -1.274604e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51775 members 
Mstep: Class 2 contains 50064 members 
Entering Unmasked Estep 
Score: -12746037.000000 Penalty: 3747.623047
	Iteration 136Q: 3 clusters Score -1.274604e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51789 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
Score: -12746049.000000 Penalty: 3747.623047
	Iteration 137Q: 3 clusters Score -1.274605e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 50040 members 
Entering Unmasked Estep 
Score: -12746062.000000 Penalty: 3747.623047
	Iteration 138Q: 3 clusters Score -1.274606e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51808 members 
Mstep: Class 2 contains 50031 members 
Entering Unmasked Estep 
Score: -12746076.000000 Penalty: 3747.623047
	Iteration 139Q: 3 clusters Score -1.274608e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51823 members 
Mstep: Class 2 contains 50016 members 
Entering Unmasked Estep 
Score: -12746086.000000 Penalty: 3747.623047
	Iteration 140F: 3 clusters Score -1.274609e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51833 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -12746079.000000 Penalty: 3747.623047
	Iteration 141Q: 3 clusters Score -1.274608e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51847 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -12746076.000000 Penalty: 3747.623047
	Iteration 142Q: 3 clusters Score -1.274608e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 49995 members 
Entering Unmasked Estep 
Score: -12746072.000000 Penalty: 3747.623047
	Iteration 143Q: 3 clusters Score -1.274607e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 49995 members 
Entering Unmasked Estep 
Score: -12746065.000000 Penalty: 3747.623047
	Iteration 144Q: 3 clusters Score -1.274606e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51856 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -12746085.000000 Penalty: 3747.623047
	Iteration 145Q: 3 clusters Score -1.274608e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51862 members 
Mstep: Class 2 contains 49977 members 
Entering Unmasked Estep 
Score: -12746084.000000 Penalty: 3747.623047
	Iteration 146Q: 3 clusters Score -1.274608e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51865 members 
Mstep: Class 2 contains 49974 members 
Entering Unmasked Estep 
Score: -12746088.000000 Penalty: 3747.623047
	Iteration 147Q: 3 clusters Score -1.274609e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 49964 members 
Entering Unmasked Estep 
Score: -12746077.000000 Penalty: 3747.623047
	Iteration 148Q: 3 clusters Score -1.274608e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51877 members 
Mstep: Class 2 contains 49962 members 
Entering Unmasked Estep 
Score: -12746079.000000 Penalty: 3747.623047
	Iteration 149Q: 3 clusters Score -1.274608e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51879 members 
Mstep: Class 2 contains 49960 members 
Entering Unmasked Estep 
Score: -12746091.000000 Penalty: 3747.623047
	Iteration 150Q: 3 clusters Score -1.274609e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51882 members 
Mstep: Class 2 contains 49957 members 
Entering Unmasked Estep 
Score: -12746084.000000 Penalty: 3747.623047
	Iteration 151Q: 3 clusters Score -1.274608e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51879 members 
Mstep: Class 2 contains 49960 members 
Entering Unmasked Estep 
Score: -12746090.000000 Penalty: 3747.623047
	Iteration 152Q: 3 clusters Score -1.274609e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51882 members 
Mstep: Class 2 contains 49957 members 
Entering Unmasked Estep 
Score: -12746085.000000 Penalty: 3747.623047
	Iteration 153Q: 3 clusters Score -1.274608e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51885 members 
Mstep: Class 2 contains 49954 members 
Entering Unmasked Estep 
Score: -12746079.000000 Penalty: 3747.623047
	Iteration 154Q: 3 clusters Score -1.274608e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51892 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
Score: -12746090.000000 Penalty: 3747.623047
	Iteration 155Q: 3 clusters Score -1.274609e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51890 members 
Mstep: Class 2 contains 49949 members 
Entering Unmasked Estep 
Score: -12746070.000000 Penalty: 3747.623047
	Iteration 156Q: 3 clusters Score -1.274607e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51890 members 
Mstep: Class 2 contains 49949 members 
Entering Unmasked Estep 
Score: -12746081.000000 Penalty: 3747.623047
	Iteration 157Q: 3 clusters Score -1.274608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51890 members 
Mstep: Class 2 contains 49949 members 
Entering Unmasked Estep 
Score: -12746066.000000 Penalty: 3747.623047
	Iteration 158Q: 3 clusters Score -1.274607e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51893 members 
Mstep: Class 2 contains 49946 members 
Entering Unmasked Estep 
Score: -12746077.000000 Penalty: 3747.623047
	Iteration 159Q: 3 clusters Score -1.274608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51896 members 
Mstep: Class 2 contains 49943 members 
Entering Unmasked Estep 
Score: -12746073.000000 Penalty: 3747.623047
	Iteration 160F: 3 clusters Score -1.274607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51895 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -12746083.000000 Penalty: 3747.623047
	Iteration 161Q: 3 clusters Score -1.274608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51892 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
Score: -12746069.000000 Penalty: 3747.623047
	Iteration 162Q: 3 clusters Score -1.274607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51891 members 
Mstep: Class 2 contains 49948 members 
Entering Unmasked Estep 
Score: -12746069.000000 Penalty: 3747.623047
	Iteration 163Q: 3 clusters Score -1.274607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51892 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
Score: -12746069.000000 Penalty: 3747.623047
	Iteration 164Q: 3 clusters Score -1.274607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -12746078.000000 Penalty: 3747.623047
	Iteration 165Q: 3 clusters Score -1.274608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51895 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -12746070.000000 Penalty: 3747.623047
	Iteration 166Q: 3 clusters Score -1.274607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -12746072.000000 Penalty: 3747.623047
	Iteration 167Q: 3 clusters Score -1.274607e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -12746072.000000 Penalty: 3747.623047
	Iteration 168F: 3 clusters Score -1.274607e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -83591.390625 Penalty: 1066.855591
	Iteration 0F: 2 clusters Score -83591.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -82345.429688 Penalty: 2133.711182
	Iteration 0F: 3 clusters Score -82345.43 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -82528.148438 Penalty: 2133.711182
	Iteration 1F: 3 clusters Score -82528.15 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -82576.546875 Penalty: 2133.711182
	Iteration 2F: 3 clusters Score -82576.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -82596.500000 Penalty: 2133.711182
	Iteration 3Q: 3 clusters Score -82596.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -82608.320312 Penalty: 2133.711182
	Iteration 4Q: 3 clusters Score -82608.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -82615.492188 Penalty: 2133.711182
	Iteration 5Q: 3 clusters Score -82615.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -82621.828125 Penalty: 2133.711182
	Iteration 6Q: 3 clusters Score -82621.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -82621.828125 Penalty: 2133.711182
	Iteration 7F: 3 clusters Score -82621.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Entering Unmasked Estep 
Score: -815758.187500 Penalty: 1426.653076
	Iteration 0F: 2 clusters Score -815758.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -810808.562500 Penalty: 2853.306152
	Iteration 0F: 3 clusters Score -810808.6 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -812345.312500 Penalty: 2853.306152
	Iteration 1F: 3 clusters Score -812345.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -812518.500000 Penalty: 2853.306152
	Iteration 2F: 3 clusters Score -812518.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -812645.937500 Penalty: 2853.306152
	Iteration 3Q: 3 clusters Score -812645.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -812729.437500 Penalty: 2853.306152
	Iteration 4Q: 3 clusters Score -812729.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -812788.500000 Penalty: 2853.306152
	Iteration 5Q: 3 clusters Score -812788.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -812840.625000 Penalty: 2853.306152
	Iteration 6Q: 3 clusters Score -812840.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -812889.500000 Penalty: 2853.306152
	Iteration 7Q: 3 clusters Score -812889.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -812949.062500 Penalty: 2853.306152
	Iteration 8Q: 3 clusters Score -812949.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -813025.750000 Penalty: 2853.306152
	Iteration 9Q: 3 clusters Score -813025.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -813103.875000 Penalty: 2853.306152
	Iteration 10Q: 3 clusters Score -813103.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -813191.812500 Penalty: 2853.306152
	Iteration 11Q: 3 clusters Score -813191.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -813298.625000 Penalty: 2853.306152
	Iteration 12Q: 3 clusters Score -813298.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -813381.625000 Penalty: 2853.306152
	Iteration 13Q: 3 clusters Score -813381.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -813472.562500 Penalty: 2853.306152
	Iteration 14Q: 3 clusters Score -813472.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -813566.500000 Penalty: 2853.306152
	Iteration 15Q: 3 clusters Score -813566.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -813674.375000 Penalty: 2853.306152
	Iteration 16Q: 3 clusters Score -813674.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -813783.375000 Penalty: 2853.306152
	Iteration 17Q: 3 clusters Score -813783.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -813869.375000 Penalty: 2853.306152
	Iteration 18Q: 3 clusters Score -813869.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -813940.562500 Penalty: 2853.306152
	Iteration 19Q: 3 clusters Score -813940.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -814007.937500 Penalty: 2853.306152
	Iteration 20F: 3 clusters Score -814007.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -814068.812500 Penalty: 2853.306152
	Iteration 21Q: 3 clusters Score -814068.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -814121.437500 Penalty: 2853.306152
	Iteration 22Q: 3 clusters Score -814121.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -814159.625000 Penalty: 2853.306152
	Iteration 23Q: 3 clusters Score -814159.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -814191.937500 Penalty: 2853.306152
	Iteration 24Q: 3 clusters Score -814191.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -814217.937500 Penalty: 2853.306152
	Iteration 25Q: 3 clusters Score -814217.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -814242.125000 Penalty: 2853.306152
	Iteration 26Q: 3 clusters Score -814242.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -814258.500000 Penalty: 2853.306152
	Iteration 27Q: 3 clusters Score -814258.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -814275.312500 Penalty: 2853.306152
	Iteration 28Q: 3 clusters Score -814275.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -814280.937500 Penalty: 2853.306152
	Iteration 29Q: 3 clusters Score -814280.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -814286.750000 Penalty: 2853.306152
	Iteration 30Q: 3 clusters Score -814286.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -814293.187500 Penalty: 2853.306152
	Iteration 31Q: 3 clusters Score -814293.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -814301.812500 Penalty: 2853.306152
	Iteration 32Q: 3 clusters Score -814301.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -814310.187500 Penalty: 2853.306152
	Iteration 33Q: 3 clusters Score -814310.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -814316.437500 Penalty: 2853.306152
	Iteration 34Q: 3 clusters Score -814316.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -814325.625000 Penalty: 2853.306152
	Iteration 35Q: 3 clusters Score -814325.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -814334.562500 Penalty: 2853.306152
	Iteration 36Q: 3 clusters Score -814334.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -814342.500000 Penalty: 2853.306152
	Iteration 37Q: 3 clusters Score -814342.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -814347.937500 Penalty: 2853.306152
	Iteration 38Q: 3 clusters Score -814347.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -814350.187500 Penalty: 2853.306152
	Iteration 39Q: 3 clusters Score -814350.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -814352.937500 Penalty: 2853.306152
	Iteration 40F: 3 clusters Score -814352.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -814356.500000 Penalty: 2853.306152
	Iteration 41Q: 3 clusters Score -814356.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -814360.125000 Penalty: 2853.306152
	Iteration 42Q: 3 clusters Score -814360.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -814365.750000 Penalty: 2853.306152
	Iteration 43Q: 3 clusters Score -814365.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -814371.562500 Penalty: 2853.306152
	Iteration 44Q: 3 clusters Score -814371.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -814374.250000 Penalty: 2853.306152
	Iteration 45Q: 3 clusters Score -814374.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -814379.437500 Penalty: 2853.306152
	Iteration 46Q: 3 clusters Score -814379.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -814384.062500 Penalty: 2853.306152
	Iteration 47Q: 3 clusters Score -814384.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -814390.375000 Penalty: 2853.306152
	Iteration 48Q: 3 clusters Score -814390.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -814394.625000 Penalty: 2853.306152
	Iteration 49Q: 3 clusters Score -814394.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -814400.062500 Penalty: 2853.306152
	Iteration 50Q: 3 clusters Score -814400.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -814405.000000 Penalty: 2853.306152
	Iteration 51Q: 3 clusters Score -814405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -814407.125000 Penalty: 2853.306152
	Iteration 52Q: 3 clusters Score -814407.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -814410.312500 Penalty: 2853.306152
	Iteration 53Q: 3 clusters Score -814410.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -814414.687500 Penalty: 2853.306152
	Iteration 54Q: 3 clusters Score -814414.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -814415.125000 Penalty: 2853.306152
	Iteration 55Q: 3 clusters Score -814415.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -814416.250000 Penalty: 2853.306152
	Iteration 56Q: 3 clusters Score -814416.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -814418.750000 Penalty: 2853.306152
	Iteration 57Q: 3 clusters Score -814418.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -814423.125000 Penalty: 2853.306152
	Iteration 58Q: 3 clusters Score -814423.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -814425.875000 Penalty: 2853.306152
	Iteration 59Q: 3 clusters Score -814425.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -814426.375000 Penalty: 2853.306152
	Iteration 60F: 3 clusters Score -814426.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -814426.125000 Penalty: 2853.306152
	Iteration 61Q: 3 clusters Score -814426.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -814427.312500 Penalty: 2853.306152
	Iteration 62Q: 3 clusters Score -814427.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -814429.375000 Penalty: 2853.306152
	Iteration 63Q: 3 clusters Score -814429.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -814430.500000 Penalty: 2853.306152
	Iteration 64Q: 3 clusters Score -814430.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -814430.437500 Penalty: 2853.306152
	Iteration 65Q: 3 clusters Score -814430.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -814430.437500 Penalty: 2853.306152
	Iteration 66Q: 3 clusters Score -814430.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -814430.625000 Penalty: 2853.306152
	Iteration 67Q: 3 clusters Score -814430.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -814433.312500 Penalty: 2853.306152
	Iteration 68Q: 3 clusters Score -814433.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -814434.875000 Penalty: 2853.306152
	Iteration 69Q: 3 clusters Score -814434.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -814435.187500 Penalty: 2853.306152
	Iteration 70Q: 3 clusters Score -814435.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -814436.500000 Penalty: 2853.306152
	Iteration 71Q: 3 clusters Score -814436.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -814436.500000 Penalty: 2853.306152
	Iteration 72F: 3 clusters Score -814436.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Entering Unmasked Estep 
Score: -326714.500000 Penalty: 1288.892090
	Iteration 0F: 2 clusters Score -326714.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -324130.937500 Penalty: 2577.784180
	Iteration 0F: 3 clusters Score -324130.9 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -324787.718750 Penalty: 2577.784180
	Iteration 1F: 3 clusters Score -324787.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -324938.156250 Penalty: 2577.784180
	Iteration 2F: 3 clusters Score -324938.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -325076.656250 Penalty: 2577.784180
	Iteration 3F: 3 clusters Score -325076.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -325263.531250 Penalty: 2577.784180
	Iteration 4F: 3 clusters Score -325263.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -325445.031250 Penalty: 2577.784180
	Iteration 5F: 3 clusters Score -325445 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -325577.468750 Penalty: 2577.784180
	Iteration 6F: 3 clusters Score -325577.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -325691.968750 Penalty: 2577.784180
	Iteration 7F: 3 clusters Score -325692 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -325813.062500 Penalty: 2577.784180
	Iteration 8Q: 3 clusters Score -325813.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -325901.125000 Penalty: 2577.784180
	Iteration 9Q: 3 clusters Score -325901.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -325965.031250 Penalty: 2577.784180
	Iteration 10Q: 3 clusters Score -325965 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -326012.968750 Penalty: 2577.784180
	Iteration 11Q: 3 clusters Score -326013 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -326063.312500 Penalty: 2577.784180
	Iteration 12Q: 3 clusters Score -326063.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -326098.343750 Penalty: 2577.784180
	Iteration 13Q: 3 clusters Score -326098.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -326123.906250 Penalty: 2577.784180
	Iteration 14Q: 3 clusters Score -326123.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -326144.312500 Penalty: 2577.784180
	Iteration 15Q: 3 clusters Score -326144.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -326154.843750 Penalty: 2577.784180
	Iteration 16Q: 3 clusters Score -326154.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -326159.750000 Penalty: 2577.784180
	Iteration 17Q: 3 clusters Score -326159.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -326164.968750 Penalty: 2577.784180
	Iteration 18Q: 3 clusters Score -326165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -326170.843750 Penalty: 2577.784180
	Iteration 19Q: 3 clusters Score -326170.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -326177.437500 Penalty: 2577.784180
	Iteration 20F: 3 clusters Score -326177.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -326182.062500 Penalty: 2577.784180
	Iteration 21Q: 3 clusters Score -326182.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -326187.437500 Penalty: 2577.784180
	Iteration 22Q: 3 clusters Score -326187.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -326190.593750 Penalty: 2577.784180
	Iteration 23Q: 3 clusters Score -326190.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -326190.812500 Penalty: 2577.784180
	Iteration 24Q: 3 clusters Score -326190.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -326190.812500 Penalty: 2577.784180
	Iteration 25F: 3 clusters Score -326190.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Entering Unmasked Estep 
Score: -446526.000000 Penalty: 1334.850586
	Iteration 0F: 2 clusters Score -446526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -443373.718750 Penalty: 2669.701172
	Iteration 0F: 3 clusters Score -443373.7 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -444182.406250 Penalty: 2669.701172
	Iteration 1F: 3 clusters Score -444182.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -444331.656250 Penalty: 2669.701172
	Iteration 2F: 3 clusters Score -444331.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -444449.937500 Penalty: 2669.701172
	Iteration 3F: 3 clusters Score -444449.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -444532.031250 Penalty: 2669.701172
	Iteration 4Q: 3 clusters Score -444532 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -444584.500000 Penalty: 2669.701172
	Iteration 5Q: 3 clusters Score -444584.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -444645.812500 Penalty: 2669.701172
	Iteration 6Q: 3 clusters Score -444645.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -444708.656250 Penalty: 2669.701172
	Iteration 7Q: 3 clusters Score -444708.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -444781.500000 Penalty: 2669.701172
	Iteration 8Q: 3 clusters Score -444781.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -444872.937500 Penalty: 2669.701172
	Iteration 9Q: 3 clusters Score -444872.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -444964.343750 Penalty: 2669.701172
	Iteration 10Q: 3 clusters Score -444964.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -445053.437500 Penalty: 2669.701172
	Iteration 11Q: 3 clusters Score -445053.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -445144.625000 Penalty: 2669.701172
	Iteration 12Q: 3 clusters Score -445144.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -445212.125000 Penalty: 2669.701172
	Iteration 13Q: 3 clusters Score -445212.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -445258.250000 Penalty: 2669.701172
	Iteration 14Q: 3 clusters Score -445258.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -445291.718750 Penalty: 2669.701172
	Iteration 15Q: 3 clusters Score -445291.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -445325.812500 Penalty: 2669.701172
	Iteration 16Q: 3 clusters Score -445325.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -445353.562500 Penalty: 2669.701172
	Iteration 17Q: 3 clusters Score -445353.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -445381.562500 Penalty: 2669.701172
	Iteration 18Q: 3 clusters Score -445381.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -445396.687500 Penalty: 2669.701172
	Iteration 19Q: 3 clusters Score -445396.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -445406.281250 Penalty: 2669.701172
	Iteration 20F: 3 clusters Score -445406.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -445413.593750 Penalty: 2669.701172
	Iteration 21Q: 3 clusters Score -445413.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -445420.687500 Penalty: 2669.701172
	Iteration 22Q: 3 clusters Score -445420.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -445424.031250 Penalty: 2669.701172
	Iteration 23Q: 3 clusters Score -445424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -445425.875000 Penalty: 2669.701172
	Iteration 24Q: 3 clusters Score -445425.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -445430.250000 Penalty: 2669.701172
	Iteration 25Q: 3 clusters Score -445430.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -445433.312500 Penalty: 2669.701172
	Iteration 26Q: 3 clusters Score -445433.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -445437.093750 Penalty: 2669.701172
	Iteration 27Q: 3 clusters Score -445437.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -445442.687500 Penalty: 2669.701172
	Iteration 28Q: 3 clusters Score -445442.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -445444.031250 Penalty: 2669.701172
	Iteration 29Q: 3 clusters Score -445444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -445445.812500 Penalty: 2669.701172
	Iteration 30Q: 3 clusters Score -445445.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -445446.281250 Penalty: 2669.701172
	Iteration 31Q: 3 clusters Score -445446.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -445445.906250 Penalty: 2669.701172
	Iteration 32Q: 3 clusters Score -445445.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -445446.031250 Penalty: 2669.701172
	Iteration 33Q: 3 clusters Score -445446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -445447.031250 Penalty: 2669.701172
	Iteration 34Q: 3 clusters Score -445447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -445447.031250 Penalty: 2669.701172
	Iteration 35F: 3 clusters Score -445447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Entering Unmasked Estep 
Score: -228548.937500 Penalty: 1227.664551
	Iteration 0F: 2 clusters Score -228548.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -226506.578125 Penalty: 2455.329102
	Iteration 0F: 3 clusters Score -226506.6 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -226982.812500 Penalty: 2455.329102
	Iteration 1F: 3 clusters Score -226982.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -227178.718750 Penalty: 2455.329102
	Iteration 2F: 3 clusters Score -227178.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -227342.781250 Penalty: 2455.329102
	Iteration 3F: 3 clusters Score -227342.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -227486.750000 Penalty: 2455.329102
	Iteration 4F: 3 clusters Score -227486.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -227655.531250 Penalty: 2455.329102
	Iteration 5F: 3 clusters Score -227655.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -227823.906250 Penalty: 2455.329102
	Iteration 6Q: 3 clusters Score -227823.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -228062.875000 Penalty: 2455.329102
	Iteration 7Q: 3 clusters Score -228062.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -228250.156250 Penalty: 2455.329102
	Iteration 8Q: 3 clusters Score -228250.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -228381.843750 Penalty: 2455.329102
	Iteration 9Q: 3 clusters Score -228381.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -228459.343750 Penalty: 2455.329102
	Iteration 10Q: 3 clusters Score -228459.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -228514.046875 Penalty: 2455.329102
	Iteration 11Q: 3 clusters Score -228514 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -228546.250000 Penalty: 2455.329102
	Iteration 12Q: 3 clusters Score -228546.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -228578.656250 Penalty: 2455.329102
	Iteration 13Q: 3 clusters Score -228578.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -228602.046875 Penalty: 2455.329102
	Iteration 14Q: 3 clusters Score -228602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -228622.937500 Penalty: 2455.329102
	Iteration 15Q: 3 clusters Score -228622.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -228639.187500 Penalty: 2455.329102
	Iteration 16Q: 3 clusters Score -228639.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -228659.687500 Penalty: 2455.329102
	Iteration 17Q: 3 clusters Score -228659.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -228672.218750 Penalty: 2455.329102
	Iteration 18Q: 3 clusters Score -228672.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -228684.312500 Penalty: 2455.329102
	Iteration 19Q: 3 clusters Score -228684.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -228690.500000 Penalty: 2455.329102
	Iteration 20F: 3 clusters Score -228690.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -228693.781250 Penalty: 2455.329102
	Iteration 21Q: 3 clusters Score -228693.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -228694.468750 Penalty: 2455.329102
	Iteration 22Q: 3 clusters Score -228694.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -228694.656250 Penalty: 2455.329102
	Iteration 23Q: 3 clusters Score -228694.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -228695.578125 Penalty: 2455.329102
	Iteration 24Q: 3 clusters Score -228695.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -228696.093750 Penalty: 2455.329102
	Iteration 25Q: 3 clusters Score -228696.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -228696.093750 Penalty: 2455.329102
	Iteration 26F: 3 clusters Score -228696.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 118132 members 
Mstep: Class 3 contains 6519 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9432 members 
Mstep: Class 6 contains 38212 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6928 members 
Mstep: Class 9 contains 98694 members 
Mstep: Class 10 contains 80945 members 
Mstep: Class 11 contains 101312 members 
Mstep: Class 12 contains 55477 members 
Mstep: Class 13 contains 4941 members 
Mstep: Class 14 contains 92928 members 
Mstep: Class 15 contains 3087 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4743 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 20710 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1636 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10077 members 
Mstep: Class 25 contains 101839 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6499 members 
Mstep: Class 28 contains 2784 members 
Mstep: Class 29 contains 3694 members 
Mstep: Class 30 contains 869 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13929 members 
Mstep: Class 34 contains 10179 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90672 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7624 members 
Mstep: Class 41 contains 1694 members 
Mstep: Class 42 contains 1041 members 
Entering Unmasked Estep 
Score: -111781088.000000 Penalty: 93710.203125
Splitting cluster 30 changes total score from -111781888.000000 to -111781088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -83745.468750 Penalty: 1093.984253
	Iteration 0F: 2 clusters Score -83745.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -82422.828125 Penalty: 2187.968506
	Iteration 0F: 3 clusters Score -82422.83 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -82738.312500 Penalty: 2187.968506
	Iteration 1F: 3 clusters Score -82738.31 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -82955.554688 Penalty: 2187.968506
	Iteration 2F: 3 clusters Score -82955.55 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -83129.992188 Penalty: 2187.968506
	Iteration 3F: 3 clusters Score -83129.99 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -83284.085938 Penalty: 2187.968506
	Iteration 4F: 3 clusters Score -83284.09 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -83363.804688 Penalty: 2187.968506
	Iteration 5F: 3 clusters Score -83363.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -83423.070312 Penalty: 2187.968506
	Iteration 6Q: 3 clusters Score -83423.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -83457.539062 Penalty: 2187.968506
	Iteration 7Q: 3 clusters Score -83457.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -83478.031250 Penalty: 2187.968506
	Iteration 8Q: 3 clusters Score -83478.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -83490.765625 Penalty: 2187.968506
	Iteration 9Q: 3 clusters Score -83490.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -83503.320312 Penalty: 2187.968506
	Iteration 10Q: 3 clusters Score -83503.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -83518.835938 Penalty: 2187.968506
	Iteration 11Q: 3 clusters Score -83518.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -83536.312500 Penalty: 2187.968506
	Iteration 12Q: 3 clusters Score -83536.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -83548.156250 Penalty: 2187.968506
	Iteration 13Q: 3 clusters Score -83548.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -83551.406250 Penalty: 2187.968506
	Iteration 14Q: 3 clusters Score -83551.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -83552.437500 Penalty: 2187.968506
	Iteration 15Q: 3 clusters Score -83552.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -83553.750000 Penalty: 2187.968506
	Iteration 16Q: 3 clusters Score -83553.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -83555.726562 Penalty: 2187.968506
	Iteration 17Q: 3 clusters Score -83555.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -83558.414062 Penalty: 2187.968506
	Iteration 18Q: 3 clusters Score -83558.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -83560.632812 Penalty: 2187.968506
	Iteration 19Q: 3 clusters Score -83560.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -83562.257812 Penalty: 2187.968506
	Iteration 20F: 3 clusters Score -83562.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -83563.906250 Penalty: 2187.968506
	Iteration 21Q: 3 clusters Score -83563.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -83564.554688 Penalty: 2187.968506
	Iteration 22Q: 3 clusters Score -83564.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -83565.492188 Penalty: 2187.968506
	Iteration 23Q: 3 clusters Score -83565.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -83565.492188 Penalty: 2187.968506
	Iteration 24F: 3 clusters Score -83565.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -10100.341797 Penalty: 936.843567
	Iteration 0F: 2 clusters Score -10100.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9309.964844 Penalty: 1873.687134
	Iteration 0F: 3 clusters Score -9309.965 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -9728.951172 Penalty: 1873.687134
	Iteration 1F: 3 clusters Score -9728.951 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -9863.274414 Penalty: 1873.687134
	Iteration 2F: 3 clusters Score -9863.274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -9971.199219 Penalty: 1873.687134
	Iteration 3Q: 3 clusters Score -9971.199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10006.125000 Penalty: 1873.687134
	Iteration 4Q: 3 clusters Score -10006.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -10026.593750 Penalty: 1873.687134
	Iteration 5Q: 3 clusters Score -10026.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -10038.563477 Penalty: 1873.687134
	Iteration 6Q: 3 clusters Score -10038.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -10052.346680 Penalty: 1873.687134
	Iteration 7Q: 3 clusters Score -10052.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -10054.189453 Penalty: 1873.687134
	Iteration 8Q: 3 clusters Score -10054.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -10054.189453 Penalty: 1873.687134
	Iteration 9F: 3 clusters Score -10054.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Entering Unmasked Estep 
Score: -1740453.750000 Penalty: 1550.530762
	Iteration 0F: 2 clusters Score -1740454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1730659.250000 Penalty: 3101.061523
	Iteration 0F: 3 clusters Score -1730659 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1734048.375000 Penalty: 3101.061523
	Iteration 1F: 3 clusters Score -1734048 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1734397.375000 Penalty: 3101.061523
	Iteration 2F: 3 clusters Score -1734397 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1734739.875000 Penalty: 3101.061523
	Iteration 3F: 3 clusters Score -1734740 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1735109.125000 Penalty: 3101.061523
	Iteration 4F: 3 clusters Score -1735109 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1735488.375000 Penalty: 3101.061523
	Iteration 5Q: 3 clusters Score -1735488 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1735858.750000 Penalty: 3101.061523
	Iteration 6Q: 3 clusters Score -1735859 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1736286.125000 Penalty: 3101.061523
	Iteration 7F: 3 clusters Score -1736286 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1736666.125000 Penalty: 3101.061523
	Iteration 8F: 3 clusters Score -1736666 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1737014.375000 Penalty: 3101.061523
	Iteration 9Q: 3 clusters Score -1737014 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1737372.125000 Penalty: 3101.061523
	Iteration 10Q: 3 clusters Score -1737372 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1737721.625000 Penalty: 3101.061523
	Iteration 11Q: 3 clusters Score -1737722 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1738004.500000 Penalty: 3101.061523
	Iteration 12Q: 3 clusters Score -1738004 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1738226.000000 Penalty: 3101.061523
	Iteration 13Q: 3 clusters Score -1738226 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1738379.750000 Penalty: 3101.061523
	Iteration 14Q: 3 clusters Score -1738380 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1738495.875000 Penalty: 3101.061523
	Iteration 15Q: 3 clusters Score -1738496 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1738586.375000 Penalty: 3101.061523
	Iteration 16Q: 3 clusters Score -1738586 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1738663.000000 Penalty: 3101.061523
	Iteration 17Q: 3 clusters Score -1738663 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1738723.500000 Penalty: 3101.061523
	Iteration 18Q: 3 clusters Score -1738724 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1738784.500000 Penalty: 3101.061523
	Iteration 19Q: 3 clusters Score -1738784 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1738838.500000 Penalty: 3101.061523
	Iteration 20F: 3 clusters Score -1738838 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1738869.250000 Penalty: 3101.061523
	Iteration 21Q: 3 clusters Score -1738869 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1738914.625000 Penalty: 3101.061523
	Iteration 22Q: 3 clusters Score -1738915 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1738947.125000 Penalty: 3101.061523
	Iteration 23Q: 3 clusters Score -1738947 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1738979.500000 Penalty: 3101.061523
	Iteration 24Q: 3 clusters Score -1738980 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1739007.500000 Penalty: 3101.061523
	Iteration 25Q: 3 clusters Score -1739008 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1739030.500000 Penalty: 3101.061523
	Iteration 26Q: 3 clusters Score -1739030 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1739045.125000 Penalty: 3101.061523
	Iteration 27Q: 3 clusters Score -1739045 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1739058.125000 Penalty: 3101.061523
	Iteration 28Q: 3 clusters Score -1739058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1739076.875000 Penalty: 3101.061523
	Iteration 29Q: 3 clusters Score -1739077 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1739078.250000 Penalty: 3101.061523
	Iteration 30Q: 3 clusters Score -1739078 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1739084.500000 Penalty: 3101.061523
	Iteration 31Q: 3 clusters Score -1739084 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1739096.750000 Penalty: 3101.061523
	Iteration 32Q: 3 clusters Score -1739097 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1739106.000000 Penalty: 3101.061523
	Iteration 33Q: 3 clusters Score -1739106 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1739120.250000 Penalty: 3101.061523
	Iteration 34Q: 3 clusters Score -1739120 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1739132.375000 Penalty: 3101.061523
	Iteration 35Q: 3 clusters Score -1739132 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1739143.500000 Penalty: 3101.061523
	Iteration 36Q: 3 clusters Score -1739144 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1739149.500000 Penalty: 3101.061523
	Iteration 37Q: 3 clusters Score -1739150 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1739160.375000 Penalty: 3101.061523
	Iteration 38Q: 3 clusters Score -1739160 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1739169.000000 Penalty: 3101.061523
	Iteration 39Q: 3 clusters Score -1739169 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1739176.250000 Penalty: 3101.061523
	Iteration 40F: 3 clusters Score -1739176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1739184.875000 Penalty: 3101.061523
	Iteration 41Q: 3 clusters Score -1739185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1739188.750000 Penalty: 3101.061523
	Iteration 42Q: 3 clusters Score -1739189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1739191.625000 Penalty: 3101.061523
	Iteration 43Q: 3 clusters Score -1739192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1739196.500000 Penalty: 3101.061523
	Iteration 44Q: 3 clusters Score -1739196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1739200.625000 Penalty: 3101.061523
	Iteration 45Q: 3 clusters Score -1739201 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1739202.500000 Penalty: 3101.061523
	Iteration 46Q: 3 clusters Score -1739202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1739204.625000 Penalty: 3101.061523
	Iteration 47Q: 3 clusters Score -1739205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1739204.375000 Penalty: 3101.061523
	Iteration 48Q: 3 clusters Score -1739204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1739205.125000 Penalty: 3101.061523
	Iteration 49Q: 3 clusters Score -1739205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1739209.000000 Penalty: 3101.061523
	Iteration 50Q: 3 clusters Score -1739209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1739206.250000 Penalty: 3101.061523
	Iteration 51Q: 3 clusters Score -1739206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1739209.375000 Penalty: 3101.061523
	Iteration 52Q: 3 clusters Score -1739209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1739208.375000 Penalty: 3101.061523
	Iteration 53Q: 3 clusters Score -1739208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1739210.250000 Penalty: 3101.061523
	Iteration 54Q: 3 clusters Score -1739210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1739209.875000 Penalty: 3101.061523
	Iteration 55Q: 3 clusters Score -1739210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1739215.500000 Penalty: 3101.061523
	Iteration 56Q: 3 clusters Score -1739216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1739215.875000 Penalty: 3101.061523
	Iteration 57Q: 3 clusters Score -1739216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1739215.250000 Penalty: 3101.061523
	Iteration 58Q: 3 clusters Score -1739215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1739217.875000 Penalty: 3101.061523
	Iteration 59Q: 3 clusters Score -1739218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1739220.375000 Penalty: 3101.061523
	Iteration 60F: 3 clusters Score -1739220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1739220.000000 Penalty: 3101.061523
	Iteration 61Q: 3 clusters Score -1739220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1739223.625000 Penalty: 3101.061523
	Iteration 62Q: 3 clusters Score -1739224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1739221.875000 Penalty: 3101.061523
	Iteration 63Q: 3 clusters Score -1739222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1739222.750000 Penalty: 3101.061523
	Iteration 64Q: 3 clusters Score -1739223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1739223.500000 Penalty: 3101.061523
	Iteration 65Q: 3 clusters Score -1739224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1739223.500000 Penalty: 3101.061523
	Iteration 66F: 3 clusters Score -1739224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Entering Unmasked Estep 
Score: -1281237.125000 Penalty: 1499.563232
	Iteration 0F: 2 clusters Score -1281237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1273921.375000 Penalty: 2999.126465
	Iteration 0F: 3 clusters Score -1273921 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1276211.500000 Penalty: 2999.126465
	Iteration 1F: 3 clusters Score -1276212 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1276424.500000 Penalty: 2999.126465
	Iteration 2F: 3 clusters Score -1276424 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1276598.125000 Penalty: 2999.126465
	Iteration 3Q: 3 clusters Score -1276598 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1276768.875000 Penalty: 2999.126465
	Iteration 4Q: 3 clusters Score -1276769 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1276959.125000 Penalty: 2999.126465
	Iteration 5Q: 3 clusters Score -1276959 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1277150.250000 Penalty: 2999.126465
	Iteration 6Q: 3 clusters Score -1277150 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1277355.875000 Penalty: 2999.126465
	Iteration 7Q: 3 clusters Score -1277356 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1277575.500000 Penalty: 2999.126465
	Iteration 8Q: 3 clusters Score -1277576 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1277786.375000 Penalty: 2999.126465
	Iteration 9Q: 3 clusters Score -1277786 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1278001.375000 Penalty: 2999.126465
	Iteration 10Q: 3 clusters Score -1278001 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1278225.000000 Penalty: 2999.126465
	Iteration 11Q: 3 clusters Score -1278225 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1278469.750000 Penalty: 2999.126465
	Iteration 12Q: 3 clusters Score -1278470 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1278703.625000 Penalty: 2999.126465
	Iteration 13Q: 3 clusters Score -1278704 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1278934.250000 Penalty: 2999.126465
	Iteration 14Q: 3 clusters Score -1278934 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1279152.375000 Penalty: 2999.126465
	Iteration 15Q: 3 clusters Score -1279152 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1279341.625000 Penalty: 2999.126465
	Iteration 16Q: 3 clusters Score -1279342 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1279493.750000 Penalty: 2999.126465
	Iteration 17Q: 3 clusters Score -1279494 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1279588.000000 Penalty: 2999.126465
	Iteration 18Q: 3 clusters Score -1279588 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1279658.500000 Penalty: 2999.126465
	Iteration 19Q: 3 clusters Score -1279658 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1279729.000000 Penalty: 2999.126465
	Iteration 20F: 3 clusters Score -1279729 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1279778.375000 Penalty: 2999.126465
	Iteration 21Q: 3 clusters Score -1279778 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1279818.500000 Penalty: 2999.126465
	Iteration 22Q: 3 clusters Score -1279818 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1279845.250000 Penalty: 2999.126465
	Iteration 23Q: 3 clusters Score -1279845 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1279862.250000 Penalty: 2999.126465
	Iteration 24Q: 3 clusters Score -1279862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1279879.250000 Penalty: 2999.126465
	Iteration 25Q: 3 clusters Score -1279879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1279896.000000 Penalty: 2999.126465
	Iteration 26Q: 3 clusters Score -1279896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1279907.625000 Penalty: 2999.126465
	Iteration 27Q: 3 clusters Score -1279908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1279913.375000 Penalty: 2999.126465
	Iteration 28Q: 3 clusters Score -1279913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1279925.125000 Penalty: 2999.126465
	Iteration 29Q: 3 clusters Score -1279925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1279932.625000 Penalty: 2999.126465
	Iteration 30Q: 3 clusters Score -1279933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1279937.750000 Penalty: 2999.126465
	Iteration 31Q: 3 clusters Score -1279938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1279942.625000 Penalty: 2999.126465
	Iteration 32Q: 3 clusters Score -1279943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1279946.000000 Penalty: 2999.126465
	Iteration 33Q: 3 clusters Score -1279946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1279948.250000 Penalty: 2999.126465
	Iteration 34Q: 3 clusters Score -1279948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1279948.500000 Penalty: 2999.126465
	Iteration 35Q: 3 clusters Score -1279948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1279950.125000 Penalty: 2999.126465
	Iteration 36Q: 3 clusters Score -1279950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1279952.500000 Penalty: 2999.126465
	Iteration 37Q: 3 clusters Score -1279952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1279954.375000 Penalty: 2999.126465
	Iteration 38Q: 3 clusters Score -1279954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1279953.250000 Penalty: 2999.126465
	Iteration 39Q: 3 clusters Score -1279953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1279956.250000 Penalty: 2999.126465
	Iteration 40F: 3 clusters Score -1279956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1279957.750000 Penalty: 2999.126465
	Iteration 41Q: 3 clusters Score -1279958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1279960.625000 Penalty: 2999.126465
	Iteration 42Q: 3 clusters Score -1279961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1279962.000000 Penalty: 2999.126465
	Iteration 43Q: 3 clusters Score -1279962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1279964.875000 Penalty: 2999.126465
	Iteration 44Q: 3 clusters Score -1279965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1279963.750000 Penalty: 2999.126465
	Iteration 45Q: 3 clusters Score -1279964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1279965.000000 Penalty: 2999.126465
	Iteration 46Q: 3 clusters Score -1279965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1279965.000000 Penalty: 2999.126465
	Iteration 47F: 3 clusters Score -1279965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Entering Unmasked Estep 
Score: -1203619.000000 Penalty: 1492.015259
	Iteration 0F: 2 clusters Score -1203619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1196629.250000 Penalty: 2984.030518
	Iteration 0F: 3 clusters Score -1196629 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1199026.875000 Penalty: 2984.030518
	Iteration 1F: 3 clusters Score -1199027 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1199301.750000 Penalty: 2984.030518
	Iteration 2F: 3 clusters Score -1199302 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1199547.625000 Penalty: 2984.030518
	Iteration 3F: 3 clusters Score -1199548 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1199832.625000 Penalty: 2984.030518
	Iteration 4Q: 3 clusters Score -1199833 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1200186.000000 Penalty: 2984.030518
	Iteration 5F: 3 clusters Score -1200186 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1200541.500000 Penalty: 2984.030518
	Iteration 6F: 3 clusters Score -1200542 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1200906.500000 Penalty: 2984.030518
	Iteration 7F: 3 clusters Score -1200906 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1201286.000000 Penalty: 2984.030518
	Iteration 8Q: 3 clusters Score -1201286 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1201615.750000 Penalty: 2984.030518
	Iteration 9Q: 3 clusters Score -1201616 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1201873.375000 Penalty: 2984.030518
	Iteration 10Q: 3 clusters Score -1201873 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1202067.000000 Penalty: 2984.030518
	Iteration 11Q: 3 clusters Score -1202067 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1202205.875000 Penalty: 2984.030518
	Iteration 12Q: 3 clusters Score -1202206 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1202285.500000 Penalty: 2984.030518
	Iteration 13Q: 3 clusters Score -1202286 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1202341.375000 Penalty: 2984.030518
	Iteration 14Q: 3 clusters Score -1202341 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1202379.750000 Penalty: 2984.030518
	Iteration 15Q: 3 clusters Score -1202380 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1202407.250000 Penalty: 2984.030518
	Iteration 16Q: 3 clusters Score -1202407 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1202433.750000 Penalty: 2984.030518
	Iteration 17Q: 3 clusters Score -1202434 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1202452.875000 Penalty: 2984.030518
	Iteration 18Q: 3 clusters Score -1202453 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1202466.375000 Penalty: 2984.030518
	Iteration 19Q: 3 clusters Score -1202466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1202474.000000 Penalty: 2984.030518
	Iteration 20F: 3 clusters Score -1202474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1202477.250000 Penalty: 2984.030518
	Iteration 21Q: 3 clusters Score -1202477 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1202484.750000 Penalty: 2984.030518
	Iteration 22Q: 3 clusters Score -1202485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1202487.750000 Penalty: 2984.030518
	Iteration 23Q: 3 clusters Score -1202488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1202489.375000 Penalty: 2984.030518
	Iteration 24Q: 3 clusters Score -1202489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1202492.250000 Penalty: 2984.030518
	Iteration 25Q: 3 clusters Score -1202492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1202492.375000 Penalty: 2984.030518
	Iteration 26Q: 3 clusters Score -1202492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1202494.625000 Penalty: 2984.030518
	Iteration 27Q: 3 clusters Score -1202495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1202497.250000 Penalty: 2984.030518
	Iteration 28Q: 3 clusters Score -1202497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1202503.125000 Penalty: 2984.030518
	Iteration 29Q: 3 clusters Score -1202503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1202503.250000 Penalty: 2984.030518
	Iteration 30Q: 3 clusters Score -1202503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1202504.125000 Penalty: 2984.030518
	Iteration 31Q: 3 clusters Score -1202504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1202505.875000 Penalty: 2984.030518
	Iteration 32Q: 3 clusters Score -1202506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1202505.625000 Penalty: 2984.030518
	Iteration 33Q: 3 clusters Score -1202506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1202506.625000 Penalty: 2984.030518
	Iteration 34Q: 3 clusters Score -1202507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1202506.250000 Penalty: 2984.030518
	Iteration 35Q: 3 clusters Score -1202506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1202506.250000 Penalty: 2984.030518
	Iteration 36F: 3 clusters Score -1202506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -49891.843750 Penalty: 986.869751
	Iteration 0F: 2 clusters Score -49891.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -48988.445312 Penalty: 1973.739502
	Iteration 0F: 3 clusters Score -48988.45 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49139.875000 Penalty: 1973.739502
	Iteration 1F: 3 clusters Score -49139.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49179.925781 Penalty: 1973.739502
	Iteration 2F: 3 clusters Score -49179.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -49202.613281 Penalty: 1973.739502
	Iteration 3Q: 3 clusters Score -49202.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -49257.753906 Penalty: 1973.739502
	Iteration 4Q: 3 clusters Score -49257.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -49292.777344 Penalty: 1973.739502
	Iteration 5Q: 3 clusters Score -49292.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -49327.589844 Penalty: 1973.739502
	Iteration 6Q: 3 clusters Score -49327.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -49345.382812 Penalty: 1973.739502
	Iteration 7Q: 3 clusters Score -49345.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49359.742188 Penalty: 1973.739502
	Iteration 8Q: 3 clusters Score -49359.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -49364.812500 Penalty: 1973.739502
	Iteration 9Q: 3 clusters Score -49364.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -49371.707031 Penalty: 1973.739502
	Iteration 10Q: 3 clusters Score -49371.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -49380.851562 Penalty: 1973.739502
	Iteration 11Q: 3 clusters Score -49380.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -49393.777344 Penalty: 1973.739502
	Iteration 12Q: 3 clusters Score -49393.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -49398.832031 Penalty: 1973.739502
	Iteration 13Q: 3 clusters Score -49398.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -49404.078125 Penalty: 1973.739502
	Iteration 14Q: 3 clusters Score -49404.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -49407.339844 Penalty: 1973.739502
	Iteration 15Q: 3 clusters Score -49407.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -49428.878906 Penalty: 1973.739502
	Iteration 16Q: 3 clusters Score -49428.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -49438.667969 Penalty: 1973.739502
	Iteration 17Q: 3 clusters Score -49438.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -49441.632812 Penalty: 1973.739502
	Iteration 18Q: 3 clusters Score -49441.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -49445.628906 Penalty: 1973.739502
	Iteration 19Q: 3 clusters Score -49445.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -49445.628906 Penalty: 1973.739502
	Iteration 20F: 3 clusters Score -49445.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (90672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90672 members 
Entering Unmasked Estep 
Score: -11422289.000000 Penalty: 1854.938110
	Iteration 0F: 2 clusters Score -1.142229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
Score: -11362778.000000 Penalty: 3709.876221
	Iteration 0F: 3 clusters Score -1.136278e+07 nChanged 43085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -11387739.000000 Penalty: 3709.876221
	Iteration 1F: 3 clusters Score -1.138774e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -11388523.000000 Penalty: 3709.876221
	Iteration 2Q: 3 clusters Score -1.138852e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -11389452.000000 Penalty: 3709.876221
	Iteration 3Q: 3 clusters Score -1.138945e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -11390785.000000 Penalty: 3709.876221
	Iteration 4Q: 3 clusters Score -1.139078e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -11392686.000000 Penalty: 3709.876221
	Iteration 5Q: 3 clusters Score -1.139269e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -11395424.000000 Penalty: 3709.876221
	Iteration 6F: 3 clusters Score -1.139542e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49619 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -11398867.000000 Penalty: 3709.876221
	Iteration 7F: 3 clusters Score -1.139887e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -11403189.000000 Penalty: 3709.876221
	Iteration 8F: 3 clusters Score -1.140319e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52503 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -11406740.000000 Penalty: 3709.876221
	Iteration 9F: 3 clusters Score -1.140674e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53833 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -11408752.000000 Penalty: 3709.876221
	Iteration 10Q: 3 clusters Score -1.140875e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55184 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -11409774.000000 Penalty: 3709.876221
	Iteration 11Q: 3 clusters Score -1.140977e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56505 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -11410640.000000 Penalty: 3709.876221
	Iteration 12Q: 3 clusters Score -1.141064e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57852 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -11411210.000000 Penalty: 3709.876221
	Iteration 13Q: 3 clusters Score -1.141121e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -11411864.000000 Penalty: 3709.876221
	Iteration 14Q: 3 clusters Score -1.141186e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60758 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -11412503.000000 Penalty: 3709.876221
	Iteration 15Q: 3 clusters Score -1.14125e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62250 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -11413078.000000 Penalty: 3709.876221
	Iteration 16Q: 3 clusters Score -1.141308e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63657 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -11413593.000000 Penalty: 3709.876221
	Iteration 17Q: 3 clusters Score -1.141359e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65012 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -11414042.000000 Penalty: 3709.876221
	Iteration 18Q: 3 clusters Score -1.141404e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66362 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -11414464.000000 Penalty: 3709.876221
	Iteration 19Q: 3 clusters Score -1.141446e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67663 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -11414876.000000 Penalty: 3709.876221
	Iteration 20F: 3 clusters Score -1.141488e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68897 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -11415204.000000 Penalty: 3709.876221
	Iteration 21Q: 3 clusters Score -1.14152e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70052 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -11415498.000000 Penalty: 3709.876221
	Iteration 22Q: 3 clusters Score -1.14155e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71157 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -11415838.000000 Penalty: 3709.876221
	Iteration 23Q: 3 clusters Score -1.141584e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72209 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -11416064.000000 Penalty: 3709.876221
	Iteration 24Q: 3 clusters Score -1.141606e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73206 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -11416362.000000 Penalty: 3709.876221
	Iteration 25Q: 3 clusters Score -1.141636e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74149 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -11416608.000000 Penalty: 3709.876221
	Iteration 26Q: 3 clusters Score -1.141661e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75037 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -11416787.000000 Penalty: 3709.876221
	Iteration 27Q: 3 clusters Score -1.141679e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75873 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -11417011.000000 Penalty: 3709.876221
	Iteration 28Q: 3 clusters Score -1.141701e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76744 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -11417275.000000 Penalty: 3709.876221
	Iteration 29Q: 3 clusters Score -1.141728e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77591 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -11417427.000000 Penalty: 3709.876221
	Iteration 30Q: 3 clusters Score -1.141743e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78410 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -11417686.000000 Penalty: 3709.876221
	Iteration 31Q: 3 clusters Score -1.141769e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79163 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -11417909.000000 Penalty: 3709.876221
	Iteration 32Q: 3 clusters Score -1.141791e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79857 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -11418113.000000 Penalty: 3709.876221
	Iteration 33Q: 3 clusters Score -1.141811e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80537 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -11418223.000000 Penalty: 3709.876221
	Iteration 34Q: 3 clusters Score -1.141822e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81212 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -11418375.000000 Penalty: 3709.876221
	Iteration 35Q: 3 clusters Score -1.141838e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81843 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -11418545.000000 Penalty: 3709.876221
	Iteration 36Q: 3 clusters Score -1.141854e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82445 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -11418705.000000 Penalty: 3709.876221
	Iteration 37Q: 3 clusters Score -1.14187e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83011 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -11418843.000000 Penalty: 3709.876221
	Iteration 38Q: 3 clusters Score -1.141884e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83558 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -11419043.000000 Penalty: 3709.876221
	Iteration 39Q: 3 clusters Score -1.141904e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84100 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -11419179.000000 Penalty: 3709.876221
	Iteration 40F: 3 clusters Score -1.141918e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84604 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -11419345.000000 Penalty: 3709.876221
	Iteration 41Q: 3 clusters Score -1.141934e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85071 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -11419478.000000 Penalty: 3709.876221
	Iteration 42Q: 3 clusters Score -1.141948e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85490 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -11419647.000000 Penalty: 3709.876221
	Iteration 43Q: 3 clusters Score -1.141965e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85892 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -11419804.000000 Penalty: 3709.876221
	Iteration 44Q: 3 clusters Score -1.14198e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86231 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -11419921.000000 Penalty: 3709.876221
	Iteration 45Q: 3 clusters Score -1.141992e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86564 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -11420064.000000 Penalty: 3709.876221
	Iteration 46Q: 3 clusters Score -1.142006e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86890 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -11420169.000000 Penalty: 3709.876221
	Iteration 47Q: 3 clusters Score -1.142017e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87184 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -11420287.000000 Penalty: 3709.876221
	Iteration 48Q: 3 clusters Score -1.142029e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87460 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -11420370.000000 Penalty: 3709.876221
	Iteration 49Q: 3 clusters Score -1.142037e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87712 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -11420452.000000 Penalty: 3709.876221
	Iteration 50Q: 3 clusters Score -1.142045e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87931 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -11420484.000000 Penalty: 3709.876221
	Iteration 51Q: 3 clusters Score -1.142048e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88126 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -11420544.000000 Penalty: 3709.876221
	Iteration 52Q: 3 clusters Score -1.142054e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88291 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -11420584.000000 Penalty: 3709.876221
	Iteration 53Q: 3 clusters Score -1.142058e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88459 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -11420629.000000 Penalty: 3709.876221
	Iteration 54Q: 3 clusters Score -1.142063e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88604 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -11420694.000000 Penalty: 3709.876221
	Iteration 55Q: 3 clusters Score -1.142069e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88733 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -11420772.000000 Penalty: 3709.876221
	Iteration 56Q: 3 clusters Score -1.142077e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88853 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -11420778.000000 Penalty: 3709.876221
	Iteration 57Q: 3 clusters Score -1.142078e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88954 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -11420786.000000 Penalty: 3709.876221
	Iteration 58Q: 3 clusters Score -1.142079e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89040 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -11420779.000000 Penalty: 3709.876221
	Iteration 59Q: 3 clusters Score -1.142078e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89121 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -11420797.000000 Penalty: 3709.876221
	Iteration 60F: 3 clusters Score -1.14208e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89195 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -11420825.000000 Penalty: 3709.876221
	Iteration 61Q: 3 clusters Score -1.142082e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89257 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -11420863.000000 Penalty: 3709.876221
	Iteration 62Q: 3 clusters Score -1.142086e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89319 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -11420881.000000 Penalty: 3709.876221
	Iteration 63Q: 3 clusters Score -1.142088e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89372 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -11420906.000000 Penalty: 3709.876221
	Iteration 64Q: 3 clusters Score -1.142091e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89424 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -11420920.000000 Penalty: 3709.876221
	Iteration 65Q: 3 clusters Score -1.142092e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89470 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -11420925.000000 Penalty: 3709.876221
	Iteration 66Q: 3 clusters Score -1.142092e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89515 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -11420931.000000 Penalty: 3709.876221
	Iteration 67Q: 3 clusters Score -1.142093e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89554 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -11420943.000000 Penalty: 3709.876221
	Iteration 68Q: 3 clusters Score -1.142094e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89590 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -11420943.000000 Penalty: 3709.876221
	Iteration 69Q: 3 clusters Score -1.142094e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89627 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -11420950.000000 Penalty: 3709.876221
	Iteration 70Q: 3 clusters Score -1.142095e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89658 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -11420953.000000 Penalty: 3709.876221
	Iteration 71Q: 3 clusters Score -1.142095e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89675 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -11420956.000000 Penalty: 3709.876221
	Iteration 72Q: 3 clusters Score -1.142096e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89686 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -11420963.000000 Penalty: 3709.876221
	Iteration 73Q: 3 clusters Score -1.142096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89695 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -11420958.000000 Penalty: 3709.876221
	Iteration 74Q: 3 clusters Score -1.142096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89703 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -11420968.000000 Penalty: 3709.876221
	Iteration 75Q: 3 clusters Score -1.142097e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89717 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -11420971.000000 Penalty: 3709.876221
	Iteration 76Q: 3 clusters Score -1.142097e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89734 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -11420956.000000 Penalty: 3709.876221
	Iteration 77Q: 3 clusters Score -1.142096e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89746 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -11420955.000000 Penalty: 3709.876221
	Iteration 78Q: 3 clusters Score -1.142096e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89759 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -11420961.000000 Penalty: 3709.876221
	Iteration 79Q: 3 clusters Score -1.142096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89765 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -11420959.000000 Penalty: 3709.876221
	Iteration 80F: 3 clusters Score -1.142096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89771 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -11420969.000000 Penalty: 3709.876221
	Iteration 81Q: 3 clusters Score -1.142097e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89779 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -11420967.000000 Penalty: 3709.876221
	Iteration 82Q: 3 clusters Score -1.142097e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89792 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -11420976.000000 Penalty: 3709.876221
	Iteration 83Q: 3 clusters Score -1.142098e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89804 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -11420979.000000 Penalty: 3709.876221
	Iteration 84Q: 3 clusters Score -1.142098e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89812 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -11420978.000000 Penalty: 3709.876221
	Iteration 85Q: 3 clusters Score -1.142098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89817 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -11420973.000000 Penalty: 3709.876221
	Iteration 86Q: 3 clusters Score -1.142097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89822 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -11420979.000000 Penalty: 3709.876221
	Iteration 87Q: 3 clusters Score -1.142098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89825 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -11420982.000000 Penalty: 3709.876221
	Iteration 88Q: 3 clusters Score -1.142098e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89831 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -11420991.000000 Penalty: 3709.876221
	Iteration 89Q: 3 clusters Score -1.142099e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89843 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -11421003.000000 Penalty: 3709.876221
	Iteration 90Q: 3 clusters Score -1.1421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89851 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -11420999.000000 Penalty: 3709.876221
	Iteration 91Q: 3 clusters Score -1.1421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89859 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -11421005.000000 Penalty: 3709.876221
	Iteration 92Q: 3 clusters Score -1.1421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89868 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -11421000.000000 Penalty: 3709.876221
	Iteration 93Q: 3 clusters Score -1.1421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89875 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -11420998.000000 Penalty: 3709.876221
	Iteration 94Q: 3 clusters Score -1.1421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89883 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -11420993.000000 Penalty: 3709.876221
	Iteration 95Q: 3 clusters Score -1.142099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89888 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -11420994.000000 Penalty: 3709.876221
	Iteration 96Q: 3 clusters Score -1.142099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89893 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -11421009.000000 Penalty: 3709.876221
	Iteration 97Q: 3 clusters Score -1.142101e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89901 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -11421007.000000 Penalty: 3709.876221
	Iteration 98Q: 3 clusters Score -1.142101e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89913 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -11421020.000000 Penalty: 3709.876221
	Iteration 99Q: 3 clusters Score -1.142102e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89920 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -11421024.000000 Penalty: 3709.876221
	Iteration 100F: 3 clusters Score -1.142102e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89925 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -11421029.000000 Penalty: 3709.876221
	Iteration 101Q: 3 clusters Score -1.142103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89930 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -11421021.000000 Penalty: 3709.876221
	Iteration 102Q: 3 clusters Score -1.142102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89934 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -11421024.000000 Penalty: 3709.876221
	Iteration 103Q: 3 clusters Score -1.142102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89938 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -11421022.000000 Penalty: 3709.876221
	Iteration 104Q: 3 clusters Score -1.142102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89940 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -11421020.000000 Penalty: 3709.876221
	Iteration 105Q: 3 clusters Score -1.142102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89942 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -11421027.000000 Penalty: 3709.876221
	Iteration 106Q: 3 clusters Score -1.142103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89942 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -11421027.000000 Penalty: 3709.876221
	Iteration 107F: 3 clusters Score -1.142103e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -47823.988281 Penalty: 1011.812195
	Iteration 0F: 2 clusters Score -47823.99 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 255 members 
Entering Unmasked Estep 
Score: -46937.777344 Penalty: 2023.624390
	Iteration 0F: 3 clusters Score -46937.78 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -47314.089844 Penalty: 2023.624390
	Iteration 1F: 3 clusters Score -47314.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -47479.714844 Penalty: 2023.624390
	Iteration 2F: 3 clusters Score -47479.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -47548.035156 Penalty: 2023.624390
	Iteration 3Q: 3 clusters Score -47548.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -47579.746094 Penalty: 2023.624390
	Iteration 4Q: 3 clusters Score -47579.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -47652.871094 Penalty: 2023.624390
	Iteration 5Q: 3 clusters Score -47652.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -47722.320312 Penalty: 2023.624390
	Iteration 6Q: 3 clusters Score -47722.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -47742.136719 Penalty: 2023.624390
	Iteration 7Q: 3 clusters Score -47742.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -47749.980469 Penalty: 2023.624390
	Iteration 8Q: 3 clusters Score -47749.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -47753.304688 Penalty: 2023.624390
	Iteration 9Q: 3 clusters Score -47753.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47755.390625 Penalty: 2023.624390
	Iteration 10Q: 3 clusters Score -47755.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47760.257812 Penalty: 2023.624390
	Iteration 11Q: 3 clusters Score -47760.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -47775.257812 Penalty: 2023.624390
	Iteration 12Q: 3 clusters Score -47775.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -47782.425781 Penalty: 2023.624390
	Iteration 13Q: 3 clusters Score -47782.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -47790.644531 Penalty: 2023.624390
	Iteration 14Q: 3 clusters Score -47790.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -47818.343750 Penalty: 2023.624390
	Iteration 15Q: 3 clusters Score -47818.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -47852.054688 Penalty: 2023.624390
	Iteration 16Q: 3 clusters Score -47852.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -47861.214844 Penalty: 2023.624390
	Iteration 17Q: 3 clusters Score -47861.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -47864.726562 Penalty: 2023.624390
	Iteration 18Q: 3 clusters Score -47864.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47866.222656 Penalty: 2023.624390
	Iteration 19Q: 3 clusters Score -47866.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47866.222656 Penalty: 2023.624390
	Iteration 20F: 3 clusters Score -47866.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 118132 members 
Mstep: Class 3 contains 6519 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9432 members 
Mstep: Class 6 contains 38212 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6928 members 
Mstep: Class 9 contains 98694 members 
Mstep: Class 10 contains 80945 members 
Mstep: Class 11 contains 101312 members 
Mstep: Class 12 contains 55477 members 
Mstep: Class 13 contains 4941 members 
Mstep: Class 14 contains 92928 members 
Mstep: Class 15 contains 3087 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4743 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 20710 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1636 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10077 members 
Mstep: Class 25 contains 101839 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6499 members 
Mstep: Class 28 contains 2784 members 
Mstep: Class 29 contains 3694 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13929 members 
Mstep: Class 34 contains 10179 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90672 members 
Mstep: Class 38 contains 324 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7624 members 
Mstep: Class 41 contains 1694 members 
Mstep: Class 42 contains 182 members 
Entering Unmasked Estep 
Score: -111780792.000000 Penalty: 93710.203125
Splitting cluster 38 changes total score from -111781888.000000 to -111780792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (1227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Entering Unmasked Estep 
Score: -136002.625000 Penalty: 1155.753174
	Iteration 0F: 2 clusters Score -136002.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -134398.421875 Penalty: 2311.506348
	Iteration 0F: 3 clusters Score -134398.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -134752.453125 Penalty: 2311.506348
	Iteration 1F: 3 clusters Score -134752.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -134855.453125 Penalty: 2311.506348
	Iteration 2F: 3 clusters Score -134855.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -134943.406250 Penalty: 2311.506348
	Iteration 3Q: 3 clusters Score -134943.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -135001.796875 Penalty: 2311.506348
	Iteration 4Q: 3 clusters Score -135001.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -135048.640625 Penalty: 2311.506348
	Iteration 5Q: 3 clusters Score -135048.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -135093.828125 Penalty: 2311.506348
	Iteration 6Q: 3 clusters Score -135093.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -135127.609375 Penalty: 2311.506348
	Iteration 7Q: 3 clusters Score -135127.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -135154.203125 Penalty: 2311.506348
	Iteration 8Q: 3 clusters Score -135154.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -135177.468750 Penalty: 2311.506348
	Iteration 9Q: 3 clusters Score -135177.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -135205.875000 Penalty: 2311.506348
	Iteration 10Q: 3 clusters Score -135205.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -135231.000000 Penalty: 2311.506348
	Iteration 11Q: 3 clusters Score -135231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -135246.781250 Penalty: 2311.506348
	Iteration 12Q: 3 clusters Score -135246.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -135257.671875 Penalty: 2311.506348
	Iteration 13Q: 3 clusters Score -135257.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -135269.296875 Penalty: 2311.506348
	Iteration 14Q: 3 clusters Score -135269.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -135279.750000 Penalty: 2311.506348
	Iteration 15Q: 3 clusters Score -135279.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -135286.203125 Penalty: 2311.506348
	Iteration 16Q: 3 clusters Score -135286.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -135290.484375 Penalty: 2311.506348
	Iteration 17Q: 3 clusters Score -135290.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -135291.187500 Penalty: 2311.506348
	Iteration 18Q: 3 clusters Score -135291.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -135291.187500 Penalty: 2311.506348
	Iteration 19F: 3 clusters Score -135291.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Entering Unmasked Estep 
Score: -942392.312500 Penalty: 1452.596680
	Iteration 0F: 2 clusters Score -942392.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -936766.500000 Penalty: 2905.193359
	Iteration 0F: 3 clusters Score -936766.5 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -938526.125000 Penalty: 2905.193359
	Iteration 1F: 3 clusters Score -938526.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -938776.812500 Penalty: 2905.193359
	Iteration 2F: 3 clusters Score -938776.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -938965.625000 Penalty: 2905.193359
	Iteration 3Q: 3 clusters Score -938965.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -939150.250000 Penalty: 2905.193359
	Iteration 4Q: 3 clusters Score -939150.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -939338.562500 Penalty: 2905.193359
	Iteration 5Q: 3 clusters Score -939338.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -939547.625000 Penalty: 2905.193359
	Iteration 6Q: 3 clusters Score -939547.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -939804.375000 Penalty: 2905.193359
	Iteration 7Q: 3 clusters Score -939804.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -940095.750000 Penalty: 2905.193359
	Iteration 8Q: 3 clusters Score -940095.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -940346.875000 Penalty: 2905.193359
	Iteration 9Q: 3 clusters Score -940346.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -940531.500000 Penalty: 2905.193359
	Iteration 10Q: 3 clusters Score -940531.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -940654.500000 Penalty: 2905.193359
	Iteration 11Q: 3 clusters Score -940654.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -940746.062500 Penalty: 2905.193359
	Iteration 12Q: 3 clusters Score -940746.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -940810.875000 Penalty: 2905.193359
	Iteration 13Q: 3 clusters Score -940810.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -940845.812500 Penalty: 2905.193359
	Iteration 14Q: 3 clusters Score -940845.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -940871.562500 Penalty: 2905.193359
	Iteration 15Q: 3 clusters Score -940871.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -940896.625000 Penalty: 2905.193359
	Iteration 16Q: 3 clusters Score -940896.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -940912.625000 Penalty: 2905.193359
	Iteration 17Q: 3 clusters Score -940912.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -940924.937500 Penalty: 2905.193359
	Iteration 18Q: 3 clusters Score -940924.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -940932.312500 Penalty: 2905.193359
	Iteration 19Q: 3 clusters Score -940932.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -940939.687500 Penalty: 2905.193359
	Iteration 20F: 3 clusters Score -940939.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -940947.062500 Penalty: 2905.193359
	Iteration 21Q: 3 clusters Score -940947.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -940955.375000 Penalty: 2905.193359
	Iteration 22Q: 3 clusters Score -940955.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -940963.250000 Penalty: 2905.193359
	Iteration 23Q: 3 clusters Score -940963.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -940973.562500 Penalty: 2905.193359
	Iteration 24Q: 3 clusters Score -940973.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -940982.875000 Penalty: 2905.193359
	Iteration 25Q: 3 clusters Score -940982.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -940987.687500 Penalty: 2905.193359
	Iteration 26Q: 3 clusters Score -940987.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -940991.500000 Penalty: 2905.193359
	Iteration 27Q: 3 clusters Score -940991.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -940994.500000 Penalty: 2905.193359
	Iteration 28Q: 3 clusters Score -940994.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -940999.062500 Penalty: 2905.193359
	Iteration 29Q: 3 clusters Score -940999.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -940998.875000 Penalty: 2905.193359
	Iteration 30Q: 3 clusters Score -940998.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -941004.312500 Penalty: 2905.193359
	Iteration 31Q: 3 clusters Score -941004.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -941004.500000 Penalty: 2905.193359
	Iteration 32Q: 3 clusters Score -941004.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -941005.187500 Penalty: 2905.193359
	Iteration 33Q: 3 clusters Score -941005.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -941008.687500 Penalty: 2905.193359
	Iteration 34Q: 3 clusters Score -941008.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -941007.625000 Penalty: 2905.193359
	Iteration 35Q: 3 clusters Score -941007.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -941007.187500 Penalty: 2905.193359
	Iteration 36Q: 3 clusters Score -941007.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -941008.125000 Penalty: 2905.193359
	Iteration 37Q: 3 clusters Score -941008.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -941009.250000 Penalty: 2905.193359
	Iteration 38Q: 3 clusters Score -941009.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -941009.625000 Penalty: 2905.193359
	Iteration 39Q: 3 clusters Score -941009.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -941011.187500 Penalty: 2905.193359
	Iteration 40F: 3 clusters Score -941011.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -941011.187500 Penalty: 2905.193359
	Iteration 41Q: 3 clusters Score -941011.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -941013.125000 Penalty: 2905.193359
	Iteration 42Q: 3 clusters Score -941013.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -941014.187500 Penalty: 2905.193359
	Iteration 43Q: 3 clusters Score -941014.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -941015.187500 Penalty: 2905.193359
	Iteration 44Q: 3 clusters Score -941015.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -941016.125000 Penalty: 2905.193359
	Iteration 45Q: 3 clusters Score -941016.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -941016.937500 Penalty: 2905.193359
	Iteration 46Q: 3 clusters Score -941016.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -941018.812500 Penalty: 2905.193359
	Iteration 47Q: 3 clusters Score -941018.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -941021.437500 Penalty: 2905.193359
	Iteration 48Q: 3 clusters Score -941021.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -941023.250000 Penalty: 2905.193359
	Iteration 49Q: 3 clusters Score -941023.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -941025.687500 Penalty: 2905.193359
	Iteration 50Q: 3 clusters Score -941025.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -941028.187500 Penalty: 2905.193359
	Iteration 51Q: 3 clusters Score -941028.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -941031.000000 Penalty: 2905.193359
	Iteration 52Q: 3 clusters Score -941031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -941033.625000 Penalty: 2905.193359
	Iteration 53Q: 3 clusters Score -941033.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -941035.312500 Penalty: 2905.193359
	Iteration 54Q: 3 clusters Score -941035.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -941044.062500 Penalty: 2905.193359
	Iteration 55Q: 3 clusters Score -941044.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -941055.187500 Penalty: 2905.193359
	Iteration 56Q: 3 clusters Score -941055.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -941074.562500 Penalty: 2905.193359
	Iteration 57Q: 3 clusters Score -941074.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -941087.062500 Penalty: 2905.193359
	Iteration 58Q: 3 clusters Score -941087.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -941107.062500 Penalty: 2905.193359
	Iteration 59Q: 3 clusters Score -941107.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -941120.000000 Penalty: 2905.193359
	Iteration 60F: 3 clusters Score -941120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -941134.250000 Penalty: 2905.193359
	Iteration 61Q: 3 clusters Score -941134.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -941143.062500 Penalty: 2905.193359
	Iteration 62Q: 3 clusters Score -941143.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -941148.312500 Penalty: 2905.193359
	Iteration 63Q: 3 clusters Score -941148.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -941158.375000 Penalty: 2905.193359
	Iteration 64Q: 3 clusters Score -941158.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -941164.875000 Penalty: 2905.193359
	Iteration 65Q: 3 clusters Score -941164.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -941172.937500 Penalty: 2905.193359
	Iteration 66Q: 3 clusters Score -941172.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -941179.500000 Penalty: 2905.193359
	Iteration 67Q: 3 clusters Score -941179.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -941182.750000 Penalty: 2905.193359
	Iteration 68Q: 3 clusters Score -941182.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -941187.562500 Penalty: 2905.193359
	Iteration 69Q: 3 clusters Score -941187.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -941191.625000 Penalty: 2905.193359
	Iteration 70Q: 3 clusters Score -941191.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -941204.000000 Penalty: 2905.193359
	Iteration 71Q: 3 clusters Score -941204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -941208.062500 Penalty: 2905.193359
	Iteration 72Q: 3 clusters Score -941208.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -941214.312500 Penalty: 2905.193359
	Iteration 73Q: 3 clusters Score -941214.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -941218.687500 Penalty: 2905.193359
	Iteration 74Q: 3 clusters Score -941218.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -941220.687500 Penalty: 2905.193359
	Iteration 75Q: 3 clusters Score -941220.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -941224.062500 Penalty: 2905.193359
	Iteration 76Q: 3 clusters Score -941224.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -941224.437500 Penalty: 2905.193359
	Iteration 77Q: 3 clusters Score -941224.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -941225.625000 Penalty: 2905.193359
	Iteration 78Q: 3 clusters Score -941225.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -941230.500000 Penalty: 2905.193359
	Iteration 79Q: 3 clusters Score -941230.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -941231.937500 Penalty: 2905.193359
	Iteration 80F: 3 clusters Score -941231.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -941232.312500 Penalty: 2905.193359
	Iteration 81Q: 3 clusters Score -941232.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -941235.312500 Penalty: 2905.193359
	Iteration 82Q: 3 clusters Score -941235.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -941237.312500 Penalty: 2905.193359
	Iteration 83Q: 3 clusters Score -941237.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -941242.562500 Penalty: 2905.193359
	Iteration 84Q: 3 clusters Score -941242.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -941244.687500 Penalty: 2905.193359
	Iteration 85Q: 3 clusters Score -941244.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -941248.687500 Penalty: 2905.193359
	Iteration 86Q: 3 clusters Score -941248.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -941249.750000 Penalty: 2905.193359
	Iteration 87Q: 3 clusters Score -941249.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -941250.062500 Penalty: 2905.193359
	Iteration 88Q: 3 clusters Score -941250.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -941251.187500 Penalty: 2905.193359
	Iteration 89Q: 3 clusters Score -941251.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -941255.187500 Penalty: 2905.193359
	Iteration 90Q: 3 clusters Score -941255.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -941253.687500 Penalty: 2905.193359
	Iteration 91Q: 3 clusters Score -941253.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -941254.500000 Penalty: 2905.193359
	Iteration 92Q: 3 clusters Score -941254.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -941256.375000 Penalty: 2905.193359
	Iteration 93Q: 3 clusters Score -941256.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -941257.750000 Penalty: 2905.193359
	Iteration 94Q: 3 clusters Score -941257.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -941259.375000 Penalty: 2905.193359
	Iteration 95Q: 3 clusters Score -941259.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -941261.125000 Penalty: 2905.193359
	Iteration 96Q: 3 clusters Score -941261.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -941260.125000 Penalty: 2905.193359
	Iteration 97Q: 3 clusters Score -941260.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -941261.062500 Penalty: 2905.193359
	Iteration 98Q: 3 clusters Score -941261.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -941261.437500 Penalty: 2905.193359
	Iteration 99Q: 3 clusters Score -941261.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -941261.437500 Penalty: 2905.193359
	Iteration 100F: 3 clusters Score -941261.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Entering Unmasked Estep 
Score: -211841.765625 Penalty: 1208.162720
	Iteration 0F: 2 clusters Score -211841.8 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 821 members 
Entering Unmasked Estep 
Score: -209935.031250 Penalty: 2416.325439
	Iteration 0F: 3 clusters Score -209935 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -210291.000000 Penalty: 2416.325439
	Iteration 1F: 3 clusters Score -210291 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -210387.625000 Penalty: 2416.325439
	Iteration 2F: 3 clusters Score -210387.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -210443.734375 Penalty: 2416.325439
	Iteration 3Q: 3 clusters Score -210443.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -210485.453125 Penalty: 2416.325439
	Iteration 4Q: 3 clusters Score -210485.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -210516.703125 Penalty: 2416.325439
	Iteration 5Q: 3 clusters Score -210516.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -210539.921875 Penalty: 2416.325439
	Iteration 6Q: 3 clusters Score -210539.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -210561.750000 Penalty: 2416.325439
	Iteration 7Q: 3 clusters Score -210561.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -210579.359375 Penalty: 2416.325439
	Iteration 8Q: 3 clusters Score -210579.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -210594.171875 Penalty: 2416.325439
	Iteration 9Q: 3 clusters Score -210594.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -210602.593750 Penalty: 2416.325439
	Iteration 10Q: 3 clusters Score -210602.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -210607.125000 Penalty: 2416.325439
	Iteration 11Q: 3 clusters Score -210607.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -210611.343750 Penalty: 2416.325439
	Iteration 12Q: 3 clusters Score -210611.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -210615.390625 Penalty: 2416.325439
	Iteration 13Q: 3 clusters Score -210615.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -210618.265625 Penalty: 2416.325439
	Iteration 14Q: 3 clusters Score -210618.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -210620.859375 Penalty: 2416.325439
	Iteration 15Q: 3 clusters Score -210620.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -210622.640625 Penalty: 2416.325439
	Iteration 16Q: 3 clusters Score -210622.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -210625.890625 Penalty: 2416.325439
	Iteration 17Q: 3 clusters Score -210625.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -210630.625000 Penalty: 2416.325439
	Iteration 18Q: 3 clusters Score -210630.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -210634.578125 Penalty: 2416.325439
	Iteration 19Q: 3 clusters Score -210634.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -210637.281250 Penalty: 2416.325439
	Iteration 20F: 3 clusters Score -210637.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -210639.875000 Penalty: 2416.325439
	Iteration 21Q: 3 clusters Score -210639.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -210643.531250 Penalty: 2416.325439
	Iteration 22Q: 3 clusters Score -210643.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -210645.484375 Penalty: 2416.325439
	Iteration 23Q: 3 clusters Score -210645.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -210646.171875 Penalty: 2416.325439
	Iteration 24Q: 3 clusters Score -210646.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -210646.171875 Penalty: 2416.325439
	Iteration 25F: 3 clusters Score -210646.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 118132 members 
Mstep: Class 3 contains 6519 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9432 members 
Mstep: Class 6 contains 38212 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6928 members 
Mstep: Class 9 contains 98694 members 
Mstep: Class 10 contains 80945 members 
Mstep: Class 11 contains 101312 members 
Mstep: Class 12 contains 55477 members 
Mstep: Class 13 contains 4941 members 
Mstep: Class 14 contains 92928 members 
Mstep: Class 15 contains 3087 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4743 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 20710 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1636 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10077 members 
Mstep: Class 25 contains 101839 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6499 members 
Mstep: Class 28 contains 2784 members 
Mstep: Class 29 contains 3694 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13929 members 
Mstep: Class 34 contains 10179 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90672 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7624 members 
Mstep: Class 41 contains 1694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781984.000000 Penalty: 91479.007812
Iteration 439Q: 42 clusters Score -1.11782e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 118136 members 
Mstep: Class 3 contains 6520 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9433 members 
Mstep: Class 6 contains 38227 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6931 members 
Mstep: Class 9 contains 98703 members 
Mstep: Class 10 contains 80931 members 
Mstep: Class 11 contains 101306 members 
Mstep: Class 12 contains 55483 members 
Mstep: Class 13 contains 4942 members 
Mstep: Class 14 contains 92913 members 
Mstep: Class 15 contains 3087 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4737 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 20713 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1636 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10079 members 
Mstep: Class 25 contains 101834 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6497 members 
Mstep: Class 28 contains 2781 members 
Mstep: Class 29 contains 3694 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13933 members 
Mstep: Class 34 contains 10179 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90671 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7625 members 
Mstep: Class 41 contains 1695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781856.000000 Penalty: 91479.007812
Iteration 440F: 42 clusters Score -1.117819e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 118138 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9433 members 
Mstep: Class 6 contains 38243 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6931 members 
Mstep: Class 9 contains 98709 members 
Mstep: Class 10 contains 80925 members 
Mstep: Class 11 contains 101301 members 
Mstep: Class 12 contains 55480 members 
Mstep: Class 13 contains 4942 members 
Mstep: Class 14 contains 92902 members 
Mstep: Class 15 contains 3087 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4731 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 20717 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1636 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10079 members 
Mstep: Class 25 contains 101833 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6498 members 
Mstep: Class 28 contains 2779 members 
Mstep: Class 29 contains 3695 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13937 members 
Mstep: Class 34 contains 10179 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90668 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7625 members 
Mstep: Class 41 contains 1695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781864.000000 Penalty: 91479.007812
Iteration 441Q: 42 clusters Score -1.117819e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 118136 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9433 members 
Mstep: Class 6 contains 38256 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6931 members 
Mstep: Class 9 contains 98737 members 
Mstep: Class 10 contains 80921 members 
Mstep: Class 11 contains 101295 members 
Mstep: Class 12 contains 55470 members 
Mstep: Class 13 contains 4942 members 
Mstep: Class 14 contains 92886 members 
Mstep: Class 15 contains 3084 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4725 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 20720 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1636 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10079 members 
Mstep: Class 25 contains 101837 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6498 members 
Mstep: Class 28 contains 2779 members 
Mstep: Class 29 contains 3693 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13941 members 
Mstep: Class 34 contains 10178 members 
Mstep: Class 35 contains 9719 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90661 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7628 members 
Mstep: Class 41 contains 1695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781984.000000 Penalty: 91479.007812
Iteration 442Q: 42 clusters Score -1.11782e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 118119 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9433 members 
Mstep: Class 6 contains 38273 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6932 members 
Mstep: Class 9 contains 98745 members 
Mstep: Class 10 contains 80924 members 
Mstep: Class 11 contains 101293 members 
Mstep: Class 12 contains 55472 members 
Mstep: Class 13 contains 4943 members 
Mstep: Class 14 contains 92840 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4724 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 20720 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1636 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10079 members 
Mstep: Class 25 contains 101851 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6499 members 
Mstep: Class 28 contains 2778 members 
Mstep: Class 29 contains 3693 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13944 members 
Mstep: Class 34 contains 10178 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90679 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7629 members 
Mstep: Class 41 contains 1695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782056.000000 Penalty: 91479.007812
Iteration 443Q: 42 clusters Score -1.117821e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 118113 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9433 members 
Mstep: Class 6 contains 38288 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6936 members 
Mstep: Class 9 contains 98738 members 
Mstep: Class 10 contains 80918 members 
Mstep: Class 11 contains 101292 members 
Mstep: Class 12 contains 55471 members 
Mstep: Class 13 contains 4943 members 
Mstep: Class 14 contains 92797 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4718 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 20723 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1636 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10077 members 
Mstep: Class 25 contains 101869 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6500 members 
Mstep: Class 28 contains 2777 members 
Mstep: Class 29 contains 3693 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13946 members 
Mstep: Class 34 contains 10178 members 
Mstep: Class 35 contains 9721 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90705 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7630 members 
Mstep: Class 41 contains 1696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782120.000000 Penalty: 91479.007812
Iteration 444Q: 42 clusters Score -1.117821e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 118103 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9434 members 
Mstep: Class 6 contains 38300 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6937 members 
Mstep: Class 9 contains 98729 members 
Mstep: Class 10 contains 80919 members 
Mstep: Class 11 contains 101296 members 
Mstep: Class 12 contains 55472 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 92764 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4715 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 20725 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1636 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10079 members 
Mstep: Class 25 contains 101886 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6501 members 
Mstep: Class 28 contains 2774 members 
Mstep: Class 29 contains 3693 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13947 members 
Mstep: Class 34 contains 10178 members 
Mstep: Class 35 contains 9721 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90715 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7630 members 
Mstep: Class 41 contains 1697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782168.000000 Penalty: 91479.007812
Iteration 445Q: 42 clusters Score -1.117822e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 118098 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9434 members 
Mstep: Class 6 contains 38315 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6935 members 
Mstep: Class 9 contains 98722 members 
Mstep: Class 10 contains 80913 members 
Mstep: Class 11 contains 101282 members 
Mstep: Class 12 contains 55474 members 
Mstep: Class 13 contains 4943 members 
Mstep: Class 14 contains 92745 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 20726 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1636 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10079 members 
Mstep: Class 25 contains 101897 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6500 members 
Mstep: Class 28 contains 2771 members 
Mstep: Class 29 contains 3693 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13948 members 
Mstep: Class 34 contains 10178 members 
Mstep: Class 35 contains 9721 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90742 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7629 members 
Mstep: Class 41 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782248.000000 Penalty: 91479.007812
Iteration 446Q: 42 clusters Score -1.117822e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 118094 members 
Mstep: Class 3 contains 6522 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9434 members 
Mstep: Class 6 contains 38325 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6935 members 
Mstep: Class 9 contains 98716 members 
Mstep: Class 10 contains 80914 members 
Mstep: Class 11 contains 101292 members 
Mstep: Class 12 contains 55471 members 
Mstep: Class 13 contains 4943 members 
Mstep: Class 14 contains 92698 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4716 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 20726 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1636 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10080 members 
Mstep: Class 25 contains 101908 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6500 members 
Mstep: Class 28 contains 2770 members 
Mstep: Class 29 contains 3694 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13950 members 
Mstep: Class 34 contains 10178 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90768 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7629 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782264.000000 Penalty: 91479.007812
Iteration 447Q: 42 clusters Score -1.117823e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 118088 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9434 members 
Mstep: Class 6 contains 38337 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6935 members 
Mstep: Class 9 contains 98708 members 
Mstep: Class 10 contains 80920 members 
Mstep: Class 11 contains 101287 members 
Mstep: Class 12 contains 55470 members 
Mstep: Class 13 contains 4942 members 
Mstep: Class 14 contains 92646 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4712 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 20729 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1636 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10082 members 
Mstep: Class 25 contains 101922 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6500 members 
Mstep: Class 28 contains 2768 members 
Mstep: Class 29 contains 3694 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13953 members 
Mstep: Class 34 contains 10178 members 
Mstep: Class 35 contains 9719 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90808 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7629 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782128.000000 Penalty: 91479.007812
Iteration 448Q: 42 clusters Score -1.117821e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 118085 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9434 members 
Mstep: Class 6 contains 38345 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6935 members 
Mstep: Class 9 contains 98693 members 
Mstep: Class 10 contains 80927 members 
Mstep: Class 11 contains 101279 members 
Mstep: Class 12 contains 55470 members 
Mstep: Class 13 contains 4943 members 
Mstep: Class 14 contains 92606 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4706 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 20737 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1636 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10082 members 
Mstep: Class 25 contains 101937 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6500 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 3693 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13957 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90841 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7628 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782040.000000 Penalty: 91479.007812
Iteration 449Q: 42 clusters Score -1.11782e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 118075 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9434 members 
Mstep: Class 6 contains 38349 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6934 members 
Mstep: Class 9 contains 98695 members 
Mstep: Class 10 contains 80939 members 
Mstep: Class 11 contains 101282 members 
Mstep: Class 12 contains 55470 members 
Mstep: Class 13 contains 4943 members 
Mstep: Class 14 contains 92576 members 
Mstep: Class 15 contains 3084 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4703 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 20746 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1636 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10081 members 
Mstep: Class 25 contains 101940 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6497 members 
Mstep: Class 28 contains 2765 members 
Mstep: Class 29 contains 3692 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13960 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9719 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90854 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7629 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782008.000000 Penalty: 91479.007812
Iteration 450Q: 42 clusters Score -1.11782e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 118056 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9434 members 
Mstep: Class 6 contains 38356 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6934 members 
Mstep: Class 9 contains 98698 members 
Mstep: Class 10 contains 80946 members 
Mstep: Class 11 contains 101276 members 
Mstep: Class 12 contains 55468 members 
Mstep: Class 13 contains 4943 members 
Mstep: Class 14 contains 92557 members 
Mstep: Class 15 contains 3084 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4701 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1636 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10082 members 
Mstep: Class 25 contains 101949 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6496 members 
Mstep: Class 28 contains 2764 members 
Mstep: Class 29 contains 3693 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13960 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90873 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7628 members 
Mstep: Class 41 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781976.000000 Penalty: 91479.007812
Iteration 451Q: 42 clusters Score -1.11782e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 118033 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38368 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6935 members 
Mstep: Class 9 contains 98692 members 
Mstep: Class 10 contains 80946 members 
Mstep: Class 11 contains 101275 members 
Mstep: Class 12 contains 55457 members 
Mstep: Class 13 contains 4943 members 
Mstep: Class 14 contains 92540 members 
Mstep: Class 15 contains 3084 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4698 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 20759 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1636 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10089 members 
Mstep: Class 25 contains 101968 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6494 members 
Mstep: Class 28 contains 2763 members 
Mstep: Class 29 contains 3693 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13964 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90886 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7627 members 
Mstep: Class 41 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781968.000000 Penalty: 91479.007812
Iteration 452Q: 42 clusters Score -1.11782e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 118016 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38378 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6935 members 
Mstep: Class 9 contains 98690 members 
Mstep: Class 10 contains 80949 members 
Mstep: Class 11 contains 101279 members 
Mstep: Class 12 contains 55448 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 92516 members 
Mstep: Class 15 contains 3084 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4694 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 20765 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1636 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10091 members 
Mstep: Class 25 contains 101964 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6494 members 
Mstep: Class 28 contains 2761 members 
Mstep: Class 29 contains 3693 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13968 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90917 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7628 members 
Mstep: Class 41 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781920.000000 Penalty: 91479.007812
Iteration 453Q: 42 clusters Score -1.117819e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 118016 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38382 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6935 members 
Mstep: Class 9 contains 98691 members 
Mstep: Class 10 contains 80959 members 
Mstep: Class 11 contains 101277 members 
Mstep: Class 12 contains 55439 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 92498 members 
Mstep: Class 15 contains 3084 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4691 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 20767 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1636 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10090 members 
Mstep: Class 25 contains 101968 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6494 members 
Mstep: Class 28 contains 2760 members 
Mstep: Class 29 contains 3692 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13970 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90928 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7629 members 
Mstep: Class 41 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781912.000000 Penalty: 91479.007812
Iteration 454Q: 42 clusters Score -1.117819e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 118016 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38390 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6934 members 
Mstep: Class 9 contains 98686 members 
Mstep: Class 10 contains 80950 members 
Mstep: Class 11 contains 101278 members 
Mstep: Class 12 contains 55427 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 92467 members 
Mstep: Class 15 contains 3084 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4691 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 20772 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1636 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10092 members 
Mstep: Class 25 contains 101975 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6495 members 
Mstep: Class 28 contains 2758 members 
Mstep: Class 29 contains 3692 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13974 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90960 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7629 members 
Mstep: Class 41 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781800.000000 Penalty: 91479.007812
Iteration 455Q: 42 clusters Score -1.117818e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 118003 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38397 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6934 members 
Mstep: Class 9 contains 98692 members 
Mstep: Class 10 contains 80952 members 
Mstep: Class 11 contains 101281 members 
Mstep: Class 12 contains 55411 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 92433 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4691 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 20779 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1636 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10092 members 
Mstep: Class 25 contains 101991 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6495 members 
Mstep: Class 28 contains 2756 members 
Mstep: Class 29 contains 3692 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13975 members 
Mstep: Class 34 contains 10176 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 90987 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7629 members 
Mstep: Class 41 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781704.000000 Penalty: 91479.007812
Iteration 456Q: 42 clusters Score -1.117817e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 117994 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38404 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6934 members 
Mstep: Class 9 contains 98700 members 
Mstep: Class 10 contains 80958 members 
Mstep: Class 11 contains 101282 members 
Mstep: Class 12 contains 55390 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 92392 members 
Mstep: Class 15 contains 3084 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4690 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 20790 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1636 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10094 members 
Mstep: Class 25 contains 102002 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6495 members 
Mstep: Class 28 contains 2753 members 
Mstep: Class 29 contains 3692 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13976 members 
Mstep: Class 34 contains 10176 members 
Mstep: Class 35 contains 9716 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91016 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7630 members 
Mstep: Class 41 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781616.000000 Penalty: 91479.007812
Iteration 457Q: 42 clusters Score -1.117816e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 117993 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38408 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6935 members 
Mstep: Class 9 contains 98700 members 
Mstep: Class 10 contains 80962 members 
Mstep: Class 11 contains 101284 members 
Mstep: Class 12 contains 55376 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 92354 members 
Mstep: Class 15 contains 3084 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4688 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 20800 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1636 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10097 members 
Mstep: Class 25 contains 102003 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6495 members 
Mstep: Class 28 contains 2752 members 
Mstep: Class 29 contains 3691 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13978 members 
Mstep: Class 34 contains 10176 members 
Mstep: Class 35 contains 9716 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91044 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 7632 members 
Mstep: Class 41 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781712.000000 Penalty: 91479.007812
Iteration 458Q: 42 clusters Score -1.117817e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 117995 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38413 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6935 members 
Mstep: Class 9 contains 98704 members 
Mstep: Class 10 contains 80973 members 
Mstep: Class 11 contains 101284 members 
Mstep: Class 12 contains 55372 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 92299 members 
Mstep: Class 15 contains 3084 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4687 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 20816 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1636 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10097 members 
Mstep: Class 25 contains 101986 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6495 members 
Mstep: Class 28 contains 2750 members 
Mstep: Class 29 contains 3691 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13981 members 
Mstep: Class 34 contains 10176 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91079 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7634 members 
Mstep: Class 41 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781720.000000 Penalty: 91479.007812
Iteration 459Q: 42 clusters Score -1.117817e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 117990 members 
Mstep: Class 3 contains 6522 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38416 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6935 members 
Mstep: Class 9 contains 98706 members 
Mstep: Class 10 contains 80983 members 
Mstep: Class 11 contains 101282 members 
Mstep: Class 12 contains 55367 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 92256 members 
Mstep: Class 15 contains 3084 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4688 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 20822 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1636 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10098 members 
Mstep: Class 25 contains 101978 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6495 members 
Mstep: Class 28 contains 2749 members 
Mstep: Class 29 contains 3690 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13983 members 
Mstep: Class 34 contains 10176 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91114 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7636 members 
Mstep: Class 41 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781624.000000 Penalty: 91479.007812
Iteration 460F: 42 clusters Score -1.117816e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 117980 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38419 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6936 members 
Mstep: Class 9 contains 98702 members 
Mstep: Class 10 contains 80991 members 
Mstep: Class 11 contains 101289 members 
Mstep: Class 12 contains 55364 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 92199 members 
Mstep: Class 15 contains 3084 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4690 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 20830 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1636 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10097 members 
Mstep: Class 25 contains 101978 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6497 members 
Mstep: Class 28 contains 2746 members 
Mstep: Class 29 contains 3690 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13984 members 
Mstep: Class 34 contains 10176 members 
Mstep: Class 35 contains 9716 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91159 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7638 members 
Mstep: Class 41 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781664.000000 Penalty: 91479.007812
Iteration 461Q: 42 clusters Score -1.117817e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 117964 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38423 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6935 members 
Mstep: Class 9 contains 98702 members 
Mstep: Class 10 contains 81000 members 
Mstep: Class 11 contains 101291 members 
Mstep: Class 12 contains 55355 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 92155 members 
Mstep: Class 15 contains 3084 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4689 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 20839 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1637 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10095 members 
Mstep: Class 25 contains 101976 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6498 members 
Mstep: Class 28 contains 2744 members 
Mstep: Class 29 contains 3690 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13989 members 
Mstep: Class 34 contains 10176 members 
Mstep: Class 35 contains 9716 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91205 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7638 members 
Mstep: Class 41 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781664.000000 Penalty: 91479.007812
Iteration 462Q: 42 clusters Score -1.117817e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 117945 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38428 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6935 members 
Mstep: Class 9 contains 98702 members 
Mstep: Class 10 contains 81002 members 
Mstep: Class 11 contains 101296 members 
Mstep: Class 12 contains 55351 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 92102 members 
Mstep: Class 15 contains 3084 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4690 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 20840 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1637 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10097 members 
Mstep: Class 25 contains 101980 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6498 members 
Mstep: Class 28 contains 2743 members 
Mstep: Class 29 contains 3691 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13988 members 
Mstep: Class 34 contains 10176 members 
Mstep: Class 35 contains 9715 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91263 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7639 members 
Mstep: Class 41 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781616.000000 Penalty: 91479.007812
Iteration 463Q: 42 clusters Score -1.117816e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 117933 members 
Mstep: Class 3 contains 6522 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38434 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6935 members 
Mstep: Class 9 contains 98697 members 
Mstep: Class 10 contains 81011 members 
Mstep: Class 11 contains 101294 members 
Mstep: Class 12 contains 55346 members 
Mstep: Class 13 contains 4947 members 
Mstep: Class 14 contains 92045 members 
Mstep: Class 15 contains 3084 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4690 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 20849 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1637 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10094 members 
Mstep: Class 25 contains 101983 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6497 members 
Mstep: Class 28 contains 2741 members 
Mstep: Class 29 contains 3691 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13988 members 
Mstep: Class 34 contains 10176 members 
Mstep: Class 35 contains 9715 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91321 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7642 members 
Mstep: Class 41 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781496.000000 Penalty: 91479.007812
Iteration 464Q: 42 clusters Score -1.117815e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 117913 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38435 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6935 members 
Mstep: Class 9 contains 98698 members 
Mstep: Class 10 contains 81020 members 
Mstep: Class 11 contains 101278 members 
Mstep: Class 12 contains 55349 members 
Mstep: Class 13 contains 4950 members 
Mstep: Class 14 contains 91974 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4690 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 20858 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1637 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10095 members 
Mstep: Class 25 contains 101982 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6497 members 
Mstep: Class 28 contains 2740 members 
Mstep: Class 29 contains 3691 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13989 members 
Mstep: Class 34 contains 10176 members 
Mstep: Class 35 contains 9715 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91401 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7644 members 
Mstep: Class 41 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781472.000000 Penalty: 91479.007812
Iteration 465Q: 42 clusters Score -1.117815e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 117897 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38435 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6935 members 
Mstep: Class 9 contains 98705 members 
Mstep: Class 10 contains 81021 members 
Mstep: Class 11 contains 101265 members 
Mstep: Class 12 contains 55345 members 
Mstep: Class 13 contains 4950 members 
Mstep: Class 14 contains 91886 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4689 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 20862 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1638 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10102 members 
Mstep: Class 25 contains 101995 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6496 members 
Mstep: Class 28 contains 2739 members 
Mstep: Class 29 contains 3689 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13989 members 
Mstep: Class 34 contains 10176 members 
Mstep: Class 35 contains 9714 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91495 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7646 members 
Mstep: Class 41 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781360.000000 Penalty: 91479.007812
Iteration 466Q: 42 clusters Score -1.117814e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 117869 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 38438 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6934 members 
Mstep: Class 9 contains 98718 members 
Mstep: Class 10 contains 81027 members 
Mstep: Class 11 contains 101255 members 
Mstep: Class 12 contains 55348 members 
Mstep: Class 13 contains 4951 members 
Mstep: Class 14 contains 91813 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4690 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 20867 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1638 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10102 members 
Mstep: Class 25 contains 102009 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6496 members 
Mstep: Class 28 contains 2738 members 
Mstep: Class 29 contains 3690 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13988 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9713 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91558 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7649 members 
Mstep: Class 41 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781392.000000 Penalty: 91479.007812
Iteration 467Q: 42 clusters Score -1.117814e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 117842 members 
Mstep: Class 3 contains 6522 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 38442 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6933 members 
Mstep: Class 9 contains 98718 members 
Mstep: Class 10 contains 81029 members 
Mstep: Class 11 contains 101245 members 
Mstep: Class 12 contains 55344 members 
Mstep: Class 13 contains 4951 members 
Mstep: Class 14 contains 91728 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4691 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 20868 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1638 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10102 members 
Mstep: Class 25 contains 102017 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 6496 members 
Mstep: Class 28 contains 2736 members 
Mstep: Class 29 contains 3690 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13987 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9714 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91666 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7650 members 
Mstep: Class 41 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781528.000000 Penalty: 91479.007812
Iteration 468Q: 42 clusters Score -1.117815e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 117813 members 
Mstep: Class 3 contains 6522 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 38448 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6933 members 
Mstep: Class 9 contains 98720 members 
Mstep: Class 10 contains 81033 members 
Mstep: Class 11 contains 101224 members 
Mstep: Class 12 contains 55342 members 
Mstep: Class 13 contains 4951 members 
Mstep: Class 14 contains 91650 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4693 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 20872 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1638 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10103 members 
Mstep: Class 25 contains 102029 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6496 members 
Mstep: Class 28 contains 2734 members 
Mstep: Class 29 contains 3690 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13988 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9715 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91764 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7650 members 
Mstep: Class 41 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781400.000000 Penalty: 91479.007812
Iteration 469Q: 42 clusters Score -1.117814e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 117788 members 
Mstep: Class 3 contains 6522 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 38450 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6932 members 
Mstep: Class 9 contains 98715 members 
Mstep: Class 10 contains 81039 members 
Mstep: Class 11 contains 101205 members 
Mstep: Class 12 contains 55326 members 
Mstep: Class 13 contains 4952 members 
Mstep: Class 14 contains 91585 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4692 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 20875 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1638 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10104 members 
Mstep: Class 25 contains 102044 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6498 members 
Mstep: Class 28 contains 2732 members 
Mstep: Class 29 contains 3690 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13990 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91861 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7653 members 
Mstep: Class 41 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781248.000000 Penalty: 91479.007812
Iteration 470Q: 42 clusters Score -1.117812e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 117762 members 
Mstep: Class 3 contains 6522 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 38454 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6931 members 
Mstep: Class 9 contains 98700 members 
Mstep: Class 10 contains 81040 members 
Mstep: Class 11 contains 101209 members 
Mstep: Class 12 contains 55322 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 91529 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4689 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 20883 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1638 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10105 members 
Mstep: Class 25 contains 102049 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6499 members 
Mstep: Class 28 contains 2732 members 
Mstep: Class 29 contains 3691 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13989 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 91937 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7655 members 
Mstep: Class 41 contains 1702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781312.000000 Penalty: 91479.007812
Iteration 471Q: 42 clusters Score -1.117813e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 117717 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 38455 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6931 members 
Mstep: Class 9 contains 98691 members 
Mstep: Class 10 contains 81044 members 
Mstep: Class 11 contains 101211 members 
Mstep: Class 12 contains 55321 members 
Mstep: Class 13 contains 4955 members 
Mstep: Class 14 contains 91468 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4688 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 20894 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1638 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10108 members 
Mstep: Class 25 contains 102069 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6500 members 
Mstep: Class 28 contains 2732 members 
Mstep: Class 29 contains 3691 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13991 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9717 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92008 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7655 members 
Mstep: Class 41 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781248.000000 Penalty: 91479.007812
Iteration 472Q: 42 clusters Score -1.117812e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 117686 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 38456 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6930 members 
Mstep: Class 9 contains 98685 members 
Mstep: Class 10 contains 81049 members 
Mstep: Class 11 contains 101210 members 
Mstep: Class 12 contains 55319 members 
Mstep: Class 13 contains 4955 members 
Mstep: Class 14 contains 91390 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4692 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 20905 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1639 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10108 members 
Mstep: Class 25 contains 102071 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6500 members 
Mstep: Class 28 contains 2732 members 
Mstep: Class 29 contains 3693 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13997 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9719 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92092 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7653 members 
Mstep: Class 41 contains 1705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781272.000000 Penalty: 91479.007812
Iteration 473Q: 42 clusters Score -1.117813e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 117658 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9439 members 
Mstep: Class 6 contains 38456 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6929 members 
Mstep: Class 9 contains 98682 members 
Mstep: Class 10 contains 81059 members 
Mstep: Class 11 contains 101196 members 
Mstep: Class 12 contains 55314 members 
Mstep: Class 13 contains 4955 members 
Mstep: Class 14 contains 91358 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4690 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 20914 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1639 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10106 members 
Mstep: Class 25 contains 102057 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6501 members 
Mstep: Class 28 contains 2732 members 
Mstep: Class 29 contains 3694 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13998 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9719 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92169 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7652 members 
Mstep: Class 41 contains 1706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781328.000000 Penalty: 91479.007812
Iteration 474Q: 42 clusters Score -1.117813e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 117631 members 
Mstep: Class 3 contains 6524 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9439 members 
Mstep: Class 6 contains 38456 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6928 members 
Mstep: Class 9 contains 98673 members 
Mstep: Class 10 contains 81063 members 
Mstep: Class 11 contains 101189 members 
Mstep: Class 12 contains 55313 members 
Mstep: Class 13 contains 4957 members 
Mstep: Class 14 contains 91343 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4689 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 20932 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1639 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10105 members 
Mstep: Class 25 contains 102043 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6502 members 
Mstep: Class 28 contains 2732 members 
Mstep: Class 29 contains 3692 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13998 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92222 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7652 members 
Mstep: Class 41 contains 1706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781416.000000 Penalty: 91479.007812
Iteration 475Q: 42 clusters Score -1.117814e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 117596 members 
Mstep: Class 3 contains 6524 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9439 members 
Mstep: Class 6 contains 38456 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6927 members 
Mstep: Class 9 contains 98678 members 
Mstep: Class 10 contains 81058 members 
Mstep: Class 11 contains 101184 members 
Mstep: Class 12 contains 55315 members 
Mstep: Class 13 contains 4960 members 
Mstep: Class 14 contains 91306 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4688 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 20949 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1639 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10106 members 
Mstep: Class 25 contains 102034 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6502 members 
Mstep: Class 28 contains 2732 members 
Mstep: Class 29 contains 3692 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 14000 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9719 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92283 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7652 members 
Mstep: Class 41 contains 1706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781400.000000 Penalty: 91479.007812
Iteration 476Q: 42 clusters Score -1.117814e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 117570 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9439 members 
Mstep: Class 6 contains 38457 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6928 members 
Mstep: Class 9 contains 98681 members 
Mstep: Class 10 contains 81065 members 
Mstep: Class 11 contains 101173 members 
Mstep: Class 12 contains 55318 members 
Mstep: Class 13 contains 4961 members 
Mstep: Class 14 contains 91259 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4687 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 20967 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10106 members 
Mstep: Class 25 contains 102021 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6503 members 
Mstep: Class 28 contains 2732 members 
Mstep: Class 29 contains 3692 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 14000 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9719 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92344 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7653 members 
Mstep: Class 41 contains 1706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781240.000000 Penalty: 91479.007812
Iteration 477Q: 42 clusters Score -1.117812e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 117553 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9439 members 
Mstep: Class 6 contains 38459 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6928 members 
Mstep: Class 9 contains 98685 members 
Mstep: Class 10 contains 81054 members 
Mstep: Class 11 contains 101180 members 
Mstep: Class 12 contains 55322 members 
Mstep: Class 13 contains 4960 members 
Mstep: Class 14 contains 91196 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4689 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 20975 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1639 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10106 members 
Mstep: Class 25 contains 102008 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6505 members 
Mstep: Class 28 contains 2732 members 
Mstep: Class 29 contains 3693 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13999 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92418 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7654 members 
Mstep: Class 41 contains 1706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781280.000000 Penalty: 91479.007812
Iteration 478Q: 42 clusters Score -1.117813e+08 nChanged 465
Entering ConstructFrom: 
Score: -111781280.000000 Penalty: 91479.007812
Entering ConstructFrom: 
Trying to split cluster 1 (3337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Entering Unmasked Estep 
Score: -418270.656250 Penalty: 1318.334473
	Iteration 0F: 2 clusters Score -418270.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -415364.000000 Penalty: 2636.668945
	Iteration 0F: 3 clusters Score -415364 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -416163.406250 Penalty: 2636.668945
	Iteration 1F: 3 clusters Score -416163.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -416357.656250 Penalty: 2636.668945
	Iteration 2F: 3 clusters Score -416357.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -416485.500000 Penalty: 2636.668945
	Iteration 3F: 3 clusters Score -416485.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -416575.156250 Penalty: 2636.668945
	Iteration 4Q: 3 clusters Score -416575.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -416638.937500 Penalty: 2636.668945
	Iteration 5Q: 3 clusters Score -416638.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -416703.125000 Penalty: 2636.668945
	Iteration 6Q: 3 clusters Score -416703.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -416759.437500 Penalty: 2636.668945
	Iteration 7Q: 3 clusters Score -416759.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -416812.718750 Penalty: 2636.668945
	Iteration 8Q: 3 clusters Score -416812.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -416857.687500 Penalty: 2636.668945
	Iteration 9Q: 3 clusters Score -416857.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -416899.687500 Penalty: 2636.668945
	Iteration 10Q: 3 clusters Score -416899.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -416934.031250 Penalty: 2636.668945
	Iteration 11Q: 3 clusters Score -416934 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -416962.375000 Penalty: 2636.668945
	Iteration 12Q: 3 clusters Score -416962.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -416991.843750 Penalty: 2636.668945
	Iteration 13Q: 3 clusters Score -416991.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -417016.687500 Penalty: 2636.668945
	Iteration 14Q: 3 clusters Score -417016.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -417034.500000 Penalty: 2636.668945
	Iteration 15Q: 3 clusters Score -417034.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -417052.031250 Penalty: 2636.668945
	Iteration 16Q: 3 clusters Score -417052 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -417070.843750 Penalty: 2636.668945
	Iteration 17Q: 3 clusters Score -417070.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -417084.812500 Penalty: 2636.668945
	Iteration 18Q: 3 clusters Score -417084.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -417094.468750 Penalty: 2636.668945
	Iteration 19Q: 3 clusters Score -417094.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -417103.875000 Penalty: 2636.668945
	Iteration 20F: 3 clusters Score -417103.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -417111.843750 Penalty: 2636.668945
	Iteration 21Q: 3 clusters Score -417111.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -417118.187500 Penalty: 2636.668945
	Iteration 22Q: 3 clusters Score -417118.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -417122.468750 Penalty: 2636.668945
	Iteration 23Q: 3 clusters Score -417122.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -417122.625000 Penalty: 2636.668945
	Iteration 24Q: 3 clusters Score -417122.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -417123.281250 Penalty: 2636.668945
	Iteration 25Q: 3 clusters Score -417123.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -417122.875000 Penalty: 2636.668945
	Iteration 26Q: 3 clusters Score -417122.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -417124.375000 Penalty: 2636.668945
	Iteration 27Q: 3 clusters Score -417124.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -417124.718750 Penalty: 2636.668945
	Iteration 28Q: 3 clusters Score -417124.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -417124.375000 Penalty: 2636.668945
	Iteration 29Q: 3 clusters Score -417124.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -417124.875000 Penalty: 2636.668945
	Iteration 30Q: 3 clusters Score -417124.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -417124.187500 Penalty: 2636.668945
	Iteration 31Q: 3 clusters Score -417124.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -417124.968750 Penalty: 2636.668945
	Iteration 32Q: 3 clusters Score -417125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -417124.968750 Penalty: 2636.668945
	Iteration 33F: 3 clusters Score -417125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (117516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117516 members 
Entering Unmasked Estep 
Score: -14656747.000000 Penalty: 1897.078613
	Iteration 0F: 2 clusters Score -1.465675e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58340 members 
Mstep: Class 2 contains 59176 members 
Entering Unmasked Estep 
Score: -14584795.000000 Penalty: 3794.157227
	Iteration 0F: 3 clusters Score -1.45848e+07 nChanged 56256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52964 members 
Mstep: Class 2 contains 64552 members 
Entering Unmasked Estep 
Score: -14618241.000000 Penalty: 3794.157227
	Iteration 1F: 3 clusters Score -1.461824e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 68107 members 
Entering Unmasked Estep 
Score: -14619852.000000 Penalty: 3794.157227
	Iteration 2Q: 3 clusters Score -1.461985e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44089 members 
Mstep: Class 2 contains 73427 members 
Entering Unmasked Estep 
Score: -14622657.000000 Penalty: 3794.157227
	Iteration 3Q: 3 clusters Score -1.462266e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 81112 members 
Entering Unmasked Estep 
Score: -14627790.000000 Penalty: 3794.157227
	Iteration 4F: 3 clusters Score -1.462779e+07 nChanged 10125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 91207 members 
Entering Unmasked Estep 
Score: -14636132.000000 Penalty: 3794.157227
	Iteration 5F: 3 clusters Score -1.463613e+07 nChanged 10757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 101958 members 
Entering Unmasked Estep 
Score: -14645598.000000 Penalty: 3794.157227
	Iteration 6F: 3 clusters Score -1.46456e+07 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 109872 members 
Entering Unmasked Estep 
Score: -14650758.000000 Penalty: 3794.157227
	Iteration 7F: 3 clusters Score -1.465076e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 113909 members 
Entering Unmasked Estep 
Score: -14652987.000000 Penalty: 3794.157227
	Iteration 8Q: 3 clusters Score -1.465299e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 115625 members 
Entering Unmasked Estep 
Score: -14654081.000000 Penalty: 3794.157227
	Iteration 9Q: 3 clusters Score -1.465408e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 116350 members 
Entering Unmasked Estep 
Score: -14654535.000000 Penalty: 3794.157227
	Iteration 10Q: 3 clusters Score -1.465454e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 116664 members 
Entering Unmasked Estep 
Score: -14654788.000000 Penalty: 3794.157227
	Iteration 11Q: 3 clusters Score -1.465479e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 116797 members 
Entering Unmasked Estep 
Score: -14654883.000000 Penalty: 3794.157227
	Iteration 12Q: 3 clusters Score -1.465488e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 116866 members 
Entering Unmasked Estep 
Score: -14654933.000000 Penalty: 3794.157227
	Iteration 13Q: 3 clusters Score -1.465493e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 116913 members 
Entering Unmasked Estep 
Score: -14654980.000000 Penalty: 3794.157227
	Iteration 14Q: 3 clusters Score -1.465498e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 116943 members 
Entering Unmasked Estep 
Score: -14654993.000000 Penalty: 3794.157227
	Iteration 15Q: 3 clusters Score -1.465499e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 116968 members 
Entering Unmasked Estep 
Score: -14654993.000000 Penalty: 3794.157227
	Iteration 16Q: 3 clusters Score -1.465499e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 116990 members 
Entering Unmasked Estep 
Score: -14655028.000000 Penalty: 3794.157227
	Iteration 17Q: 3 clusters Score -1.465503e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 117000 members 
Entering Unmasked Estep 
Score: -14655006.000000 Penalty: 3794.157227
	Iteration 18Q: 3 clusters Score -1.465501e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 117012 members 
Entering Unmasked Estep 
Score: -14655042.000000 Penalty: 3794.157227
	Iteration 19Q: 3 clusters Score -1.465504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 117017 members 
Entering Unmasked Estep 
Score: -14655039.000000 Penalty: 3794.157227
	Iteration 20F: 3 clusters Score -1.465504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 117025 members 
Entering Unmasked Estep 
Score: -14655050.000000 Penalty: 3794.157227
	Iteration 21Q: 3 clusters Score -1.465505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 117029 members 
Entering Unmasked Estep 
Score: -14655053.000000 Penalty: 3794.157227
	Iteration 22Q: 3 clusters Score -1.465505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 117037 members 
Entering Unmasked Estep 
Score: -14655069.000000 Penalty: 3794.157227
	Iteration 23Q: 3 clusters Score -1.465507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 117039 members 
Entering Unmasked Estep 
Score: -14655066.000000 Penalty: 3794.157227
	Iteration 24Q: 3 clusters Score -1.465507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 117041 members 
Entering Unmasked Estep 
Score: -14655077.000000 Penalty: 3794.157227
	Iteration 25Q: 3 clusters Score -1.465508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 117042 members 
Entering Unmasked Estep 
Score: -14655076.000000 Penalty: 3794.157227
	Iteration 26Q: 3 clusters Score -1.465508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 117043 members 
Entering Unmasked Estep 
Score: -14655076.000000 Penalty: 3794.157227
	Iteration 27Q: 3 clusters Score -1.465508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 117044 members 
Entering Unmasked Estep 
Score: -14655067.000000 Penalty: 3794.157227
	Iteration 28Q: 3 clusters Score -1.465507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 117043 members 
Entering Unmasked Estep 
Score: -14655083.000000 Penalty: 3794.157227
	Iteration 29Q: 3 clusters Score -1.465508e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 117043 members 
Entering Unmasked Estep 
Score: -14655083.000000 Penalty: 3794.157227
	Iteration 30F: 3 clusters Score -1.465508e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Entering Unmasked Estep 
Score: -765818.062500 Penalty: 1427.252075
	Iteration 0F: 2 clusters Score -765818.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -760917.937500 Penalty: 2854.504150
	Iteration 0F: 3 clusters Score -760917.9 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -762399.937500 Penalty: 2854.504150
	Iteration 1F: 3 clusters Score -762399.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -762780.437500 Penalty: 2854.504150
	Iteration 2F: 3 clusters Score -762780.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -763158.687500 Penalty: 2854.504150
	Iteration 3F: 3 clusters Score -763158.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -763435.500000 Penalty: 2854.504150
	Iteration 4F: 3 clusters Score -763435.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -763639.250000 Penalty: 2854.504150
	Iteration 5F: 3 clusters Score -763639.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -763818.750000 Penalty: 2854.504150
	Iteration 6Q: 3 clusters Score -763818.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -764043.687500 Penalty: 2854.504150
	Iteration 7Q: 3 clusters Score -764043.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -764297.812500 Penalty: 2854.504150
	Iteration 8Q: 3 clusters Score -764297.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -764579.125000 Penalty: 2854.504150
	Iteration 9Q: 3 clusters Score -764579.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -764917.187500 Penalty: 2854.504150
	Iteration 10Q: 3 clusters Score -764917.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -765204.562500 Penalty: 2854.504150
	Iteration 11Q: 3 clusters Score -765204.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -765408.875000 Penalty: 2854.504150
	Iteration 12Q: 3 clusters Score -765408.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -765580.875000 Penalty: 2854.504150
	Iteration 13Q: 3 clusters Score -765580.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -765696.375000 Penalty: 2854.504150
	Iteration 14Q: 3 clusters Score -765696.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -765795.250000 Penalty: 2854.504150
	Iteration 15Q: 3 clusters Score -765795.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -765861.812500 Penalty: 2854.504150
	Iteration 16Q: 3 clusters Score -765861.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -765914.750000 Penalty: 2854.504150
	Iteration 17Q: 3 clusters Score -765914.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -765961.937500 Penalty: 2854.504150
	Iteration 18Q: 3 clusters Score -765961.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -766000.687500 Penalty: 2854.504150
	Iteration 19Q: 3 clusters Score -766000.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -766032.750000 Penalty: 2854.504150
	Iteration 20F: 3 clusters Score -766032.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -766059.875000 Penalty: 2854.504150
	Iteration 21Q: 3 clusters Score -766059.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -766090.625000 Penalty: 2854.504150
	Iteration 22Q: 3 clusters Score -766090.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -766130.812500 Penalty: 2854.504150
	Iteration 23Q: 3 clusters Score -766130.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -766162.000000 Penalty: 2854.504150
	Iteration 24Q: 3 clusters Score -766162 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -766186.875000 Penalty: 2854.504150
	Iteration 25Q: 3 clusters Score -766186.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -766202.062500 Penalty: 2854.504150
	Iteration 26Q: 3 clusters Score -766202.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -766213.125000 Penalty: 2854.504150
	Iteration 27Q: 3 clusters Score -766213.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -766221.000000 Penalty: 2854.504150
	Iteration 28Q: 3 clusters Score -766221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -766224.062500 Penalty: 2854.504150
	Iteration 29Q: 3 clusters Score -766224.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -766227.375000 Penalty: 2854.504150
	Iteration 30Q: 3 clusters Score -766227.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -766231.062500 Penalty: 2854.504150
	Iteration 31Q: 3 clusters Score -766231.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -766232.687500 Penalty: 2854.504150
	Iteration 32Q: 3 clusters Score -766232.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -766234.312500 Penalty: 2854.504150
	Iteration 33Q: 3 clusters Score -766234.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -766236.687500 Penalty: 2854.504150
	Iteration 34Q: 3 clusters Score -766236.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -766240.750000 Penalty: 2854.504150
	Iteration 35Q: 3 clusters Score -766240.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -766244.312500 Penalty: 2854.504150
	Iteration 36Q: 3 clusters Score -766244.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -766244.875000 Penalty: 2854.504150
	Iteration 37Q: 3 clusters Score -766244.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -766246.750000 Penalty: 2854.504150
	Iteration 38Q: 3 clusters Score -766246.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -766247.187500 Penalty: 2854.504150
	Iteration 39Q: 3 clusters Score -766247.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -766247.250000 Penalty: 2854.504150
	Iteration 40F: 3 clusters Score -766247.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -766246.000000 Penalty: 2854.504150
	Iteration 41Q: 3 clusters Score -766246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -766248.125000 Penalty: 2854.504150
	Iteration 42Q: 3 clusters Score -766248.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -766249.312500 Penalty: 2854.504150
	Iteration 43Q: 3 clusters Score -766249.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -766250.875000 Penalty: 2854.504150
	Iteration 44Q: 3 clusters Score -766250.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -766253.812500 Penalty: 2854.504150
	Iteration 45Q: 3 clusters Score -766253.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -766255.812500 Penalty: 2854.504150
	Iteration 46Q: 3 clusters Score -766255.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -766255.812500 Penalty: 2854.504150
	Iteration 47F: 3 clusters Score -766255.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 117516 members 
Mstep: Class 3 contains 5055 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9439 members 
Mstep: Class 6 contains 38465 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6927 members 
Mstep: Class 9 contains 98692 members 
Mstep: Class 10 contains 81048 members 
Mstep: Class 11 contains 101182 members 
Mstep: Class 12 contains 55321 members 
Mstep: Class 13 contains 4960 members 
Mstep: Class 14 contains 91148 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4689 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 20978 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10106 members 
Mstep: Class 25 contains 102004 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6506 members 
Mstep: Class 28 contains 2732 members 
Mstep: Class 29 contains 3692 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 14003 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92494 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7654 members 
Mstep: Class 41 contains 1706 members 
Mstep: Class 42 contains 1468 members 
Entering Unmasked Estep 
Score: -111780808.000000 Penalty: 93710.203125
Splitting cluster 3 changes total score from -111781280.000000 to -111780808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -39068.027344 Penalty: 956.039856
	Iteration 0F: 2 clusters Score -39068.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38141.878906 Penalty: 1912.079712
	Iteration 0F: 3 clusters Score -38141.88 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38374.117188 Penalty: 1912.079712
	Iteration 1F: 3 clusters Score -38374.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38442.894531 Penalty: 1912.079712
	Iteration 2F: 3 clusters Score -38442.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -38496.519531 Penalty: 1912.079712
	Iteration 3Q: 3 clusters Score -38496.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -38509.687500 Penalty: 1912.079712
	Iteration 4Q: 3 clusters Score -38509.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -38514.023438 Penalty: 1912.079712
	Iteration 5Q: 3 clusters Score -38514.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38518.027344 Penalty: 1912.079712
	Iteration 6Q: 3 clusters Score -38518.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38523.906250 Penalty: 1912.079712
	Iteration 7Q: 3 clusters Score -38523.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38523.906250 Penalty: 1912.079712
	Iteration 8F: 3 clusters Score -38523.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -1177679.125000 Penalty: 1487.298340
	Iteration 0F: 2 clusters Score -1177679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1170928.125000 Penalty: 2974.596680
	Iteration 0F: 3 clusters Score -1170928 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1173102.625000 Penalty: 2974.596680
	Iteration 1F: 3 clusters Score -1173103 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1173439.875000 Penalty: 2974.596680
	Iteration 2F: 3 clusters Score -1173440 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1173726.250000 Penalty: 2974.596680
	Iteration 3F: 3 clusters Score -1173726 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1173944.750000 Penalty: 2974.596680
	Iteration 4F: 3 clusters Score -1173945 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1174155.000000 Penalty: 2974.596680
	Iteration 5Q: 3 clusters Score -1174155 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1174398.500000 Penalty: 2974.596680
	Iteration 6Q: 3 clusters Score -1174398 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1174646.250000 Penalty: 2974.596680
	Iteration 7Q: 3 clusters Score -1174646 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1174953.125000 Penalty: 2974.596680
	Iteration 8F: 3 clusters Score -1174953 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1175318.500000 Penalty: 2974.596680
	Iteration 9F: 3 clusters Score -1175318 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1175649.000000 Penalty: 2974.596680
	Iteration 10F: 3 clusters Score -1175649 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1175932.000000 Penalty: 2974.596680
	Iteration 11Q: 3 clusters Score -1175932 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1176160.000000 Penalty: 2974.596680
	Iteration 12Q: 3 clusters Score -1176160 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1176356.125000 Penalty: 2974.596680
	Iteration 13Q: 3 clusters Score -1176356 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1176510.125000 Penalty: 2974.596680
	Iteration 14Q: 3 clusters Score -1176510 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1176628.625000 Penalty: 2974.596680
	Iteration 15Q: 3 clusters Score -1176629 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1176710.375000 Penalty: 2974.596680
	Iteration 16Q: 3 clusters Score -1176710 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1176772.500000 Penalty: 2974.596680
	Iteration 17Q: 3 clusters Score -1176772 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1176812.250000 Penalty: 2974.596680
	Iteration 18Q: 3 clusters Score -1176812 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1176835.750000 Penalty: 2974.596680
	Iteration 19Q: 3 clusters Score -1176836 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1176851.125000 Penalty: 2974.596680
	Iteration 20F: 3 clusters Score -1176851 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1176862.750000 Penalty: 2974.596680
	Iteration 21Q: 3 clusters Score -1176863 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1176873.500000 Penalty: 2974.596680
	Iteration 22Q: 3 clusters Score -1176874 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1176889.250000 Penalty: 2974.596680
	Iteration 23Q: 3 clusters Score -1176889 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1176898.000000 Penalty: 2974.596680
	Iteration 24Q: 3 clusters Score -1176898 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1176912.625000 Penalty: 2974.596680
	Iteration 25Q: 3 clusters Score -1176913 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1176924.875000 Penalty: 2974.596680
	Iteration 26Q: 3 clusters Score -1176925 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1176935.875000 Penalty: 2974.596680
	Iteration 27Q: 3 clusters Score -1176936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1176938.750000 Penalty: 2974.596680
	Iteration 28Q: 3 clusters Score -1176939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1176942.750000 Penalty: 2974.596680
	Iteration 29Q: 3 clusters Score -1176943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1176946.500000 Penalty: 2974.596680
	Iteration 30Q: 3 clusters Score -1176946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1176950.500000 Penalty: 2974.596680
	Iteration 31Q: 3 clusters Score -1176950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1176949.375000 Penalty: 2974.596680
	Iteration 32Q: 3 clusters Score -1176949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1176951.000000 Penalty: 2974.596680
	Iteration 33Q: 3 clusters Score -1176951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1176956.625000 Penalty: 2974.596680
	Iteration 34Q: 3 clusters Score -1176957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1176958.375000 Penalty: 2974.596680
	Iteration 35Q: 3 clusters Score -1176958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1176958.875000 Penalty: 2974.596680
	Iteration 36Q: 3 clusters Score -1176959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1176961.500000 Penalty: 2974.596680
	Iteration 37Q: 3 clusters Score -1176962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1176964.125000 Penalty: 2974.596680
	Iteration 38Q: 3 clusters Score -1176964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1176964.250000 Penalty: 2974.596680
	Iteration 39Q: 3 clusters Score -1176964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1176968.625000 Penalty: 2974.596680
	Iteration 40F: 3 clusters Score -1176969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1176969.875000 Penalty: 2974.596680
	Iteration 41Q: 3 clusters Score -1176970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1176971.250000 Penalty: 2974.596680
	Iteration 42Q: 3 clusters Score -1176971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1176972.625000 Penalty: 2974.596680
	Iteration 43Q: 3 clusters Score -1176973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1176973.750000 Penalty: 2974.596680
	Iteration 44Q: 3 clusters Score -1176974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1176976.625000 Penalty: 2974.596680
	Iteration 45Q: 3 clusters Score -1176977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1176977.750000 Penalty: 2974.596680
	Iteration 46Q: 3 clusters Score -1176978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1176979.125000 Penalty: 2974.596680
	Iteration 47Q: 3 clusters Score -1176979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1176977.875000 Penalty: 2974.596680
	Iteration 48Q: 3 clusters Score -1176978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1176982.750000 Penalty: 2974.596680
	Iteration 49Q: 3 clusters Score -1176983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1176983.000000 Penalty: 2974.596680
	Iteration 50Q: 3 clusters Score -1176983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1176986.250000 Penalty: 2974.596680
	Iteration 51Q: 3 clusters Score -1176986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1176987.500000 Penalty: 2974.596680
	Iteration 52Q: 3 clusters Score -1176988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1176986.750000 Penalty: 2974.596680
	Iteration 53Q: 3 clusters Score -1176987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1176988.000000 Penalty: 2974.596680
	Iteration 54Q: 3 clusters Score -1176988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1176988.000000 Penalty: 2974.596680
	Iteration 55F: 3 clusters Score -1176988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Entering Unmasked Estep 
Score: -4654468.500000 Penalty: 1715.594360
	Iteration 0F: 2 clusters Score -4654468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -4628561.000000 Penalty: 3431.188721
	Iteration 0F: 3 clusters Score -4628561 nChanged 17994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -4639218.000000 Penalty: 3431.188721
	Iteration 1F: 3 clusters Score -4639218 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -4640162.500000 Penalty: 3431.188721
	Iteration 2F: 3 clusters Score -4640162 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -4641220.000000 Penalty: 3431.188721
	Iteration 3F: 3 clusters Score -4641220 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -4642299.500000 Penalty: 3431.188721
	Iteration 4F: 3 clusters Score -4642300 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -4643262.000000 Penalty: 3431.188721
	Iteration 5F: 3 clusters Score -4643262 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -4644222.000000 Penalty: 3431.188721
	Iteration 6F: 3 clusters Score -4644222 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -4645103.000000 Penalty: 3431.188721
	Iteration 7F: 3 clusters Score -4645103 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -4645839.000000 Penalty: 3431.188721
	Iteration 8Q: 3 clusters Score -4645839 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -4646444.000000 Penalty: 3431.188721
	Iteration 9Q: 3 clusters Score -4646444 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -4646967.500000 Penalty: 3431.188721
	Iteration 10Q: 3 clusters Score -4646968 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -4647512.000000 Penalty: 3431.188721
	Iteration 11Q: 3 clusters Score -4647512 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -4648163.500000 Penalty: 3431.188721
	Iteration 12Q: 3 clusters Score -4648164 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -4648970.000000 Penalty: 3431.188721
	Iteration 13Q: 3 clusters Score -4648970 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -4649837.500000 Penalty: 3431.188721
	Iteration 14Q: 3 clusters Score -4649838 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -4650660.500000 Penalty: 3431.188721
	Iteration 15Q: 3 clusters Score -4650660 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -4651356.000000 Penalty: 3431.188721
	Iteration 16Q: 3 clusters Score -4651356 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -4651835.000000 Penalty: 3431.188721
	Iteration 17Q: 3 clusters Score -4651835 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -4652150.500000 Penalty: 3431.188721
	Iteration 18Q: 3 clusters Score -4652150 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -4652347.000000 Penalty: 3431.188721
	Iteration 19Q: 3 clusters Score -4652347 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -4652542.500000 Penalty: 3431.188721
	Iteration 20F: 3 clusters Score -4652542 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -4652716.000000 Penalty: 3431.188721
	Iteration 21Q: 3 clusters Score -4652716 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -4652819.000000 Penalty: 3431.188721
	Iteration 22Q: 3 clusters Score -4652819 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -4652886.000000 Penalty: 3431.188721
	Iteration 23Q: 3 clusters Score -4652886 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -4653022.000000 Penalty: 3431.188721
	Iteration 24Q: 3 clusters Score -4653022 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -4653333.500000 Penalty: 3431.188721
	Iteration 25Q: 3 clusters Score -4653334 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -4653552.000000 Penalty: 3431.188721
	Iteration 26Q: 3 clusters Score -4653552 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -4653583.500000 Penalty: 3431.188721
	Iteration 27Q: 3 clusters Score -4653584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -4653603.500000 Penalty: 3431.188721
	Iteration 28Q: 3 clusters Score -4653604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -4653611.500000 Penalty: 3431.188721
	Iteration 29Q: 3 clusters Score -4653612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -4653611.000000 Penalty: 3431.188721
	Iteration 30Q: 3 clusters Score -4653611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -4653603.000000 Penalty: 3431.188721
	Iteration 31Q: 3 clusters Score -4653603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -4653607.000000 Penalty: 3431.188721
	Iteration 32Q: 3 clusters Score -4653607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -4653614.000000 Penalty: 3431.188721
	Iteration 33Q: 3 clusters Score -4653614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -4653615.500000 Penalty: 3431.188721
	Iteration 34Q: 3 clusters Score -4653616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -4653632.500000 Penalty: 3431.188721
	Iteration 35Q: 3 clusters Score -4653632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -4653630.000000 Penalty: 3431.188721
	Iteration 36Q: 3 clusters Score -4653630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -4653635.500000 Penalty: 3431.188721
	Iteration 37Q: 3 clusters Score -4653636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -4653634.500000 Penalty: 3431.188721
	Iteration 38Q: 3 clusters Score -4653634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -4653642.000000 Penalty: 3431.188721
	Iteration 39Q: 3 clusters Score -4653642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -4653648.000000 Penalty: 3431.188721
	Iteration 40F: 3 clusters Score -4653648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -4653663.000000 Penalty: 3431.188721
	Iteration 41Q: 3 clusters Score -4653663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -4653660.000000 Penalty: 3431.188721
	Iteration 42Q: 3 clusters Score -4653660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -4653660.000000 Penalty: 3431.188721
	Iteration 43Q: 3 clusters Score -4653660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -4653653.500000 Penalty: 3431.188721
	Iteration 44Q: 3 clusters Score -4653654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -4653660.500000 Penalty: 3431.188721
	Iteration 45Q: 3 clusters Score -4653660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -4653659.500000 Penalty: 3431.188721
	Iteration 46Q: 3 clusters Score -4653660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -4653659.500000 Penalty: 3431.188721
	Iteration 47F: 3 clusters Score -4653660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -18758.425781 Penalty: 948.156738
	Iteration 0F: 2 clusters Score -18758.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18020.076172 Penalty: 1896.313477
	Iteration 0F: 3 clusters Score -18020.08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18399.736328 Penalty: 1896.313477
	Iteration 1F: 3 clusters Score -18399.74 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18633.427734 Penalty: 1896.313477
	Iteration 2F: 3 clusters Score -18633.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18804.449219 Penalty: 1896.313477
	Iteration 3F: 3 clusters Score -18804.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18888.771484 Penalty: 1896.313477
	Iteration 4Q: 3 clusters Score -18888.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -19009.082031 Penalty: 1896.313477
	Iteration 5Q: 3 clusters Score -19009.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19177.662109 Penalty: 1896.313477
	Iteration 6Q: 3 clusters Score -19177.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19216.437500 Penalty: 1896.313477
	Iteration 7Q: 3 clusters Score -19216.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19222.277344 Penalty: 1896.313477
	Iteration 8Q: 3 clusters Score -19222.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19227.359375 Penalty: 1896.313477
	Iteration 9Q: 3 clusters Score -19227.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19234.609375 Penalty: 1896.313477
	Iteration 10F: 3 clusters Score -19234.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19331.398438 Penalty: 1896.313477
	Iteration 11Q: 3 clusters Score -19331.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19384.373047 Penalty: 1896.313477
	Iteration 12Q: 3 clusters Score -19384.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19402.798828 Penalty: 1896.313477
	Iteration 13Q: 3 clusters Score -19402.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19406.582031 Penalty: 1896.313477
	Iteration 14Q: 3 clusters Score -19406.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19406.582031 Penalty: 1896.313477
	Iteration 15F: 3 clusters Score -19406.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 117516 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9439 members 
Mstep: Class 6 contains 38465 members 
Mstep: Class 7 contains 218 members 
Mstep: Class 8 contains 6927 members 
Mstep: Class 9 contains 98692 members 
Mstep: Class 10 contains 81048 members 
Mstep: Class 11 contains 101182 members 
Mstep: Class 12 contains 55321 members 
Mstep: Class 13 contains 4960 members 
Mstep: Class 14 contains 91148 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4689 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 20978 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10106 members 
Mstep: Class 25 contains 102004 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6506 members 
Mstep: Class 28 contains 2732 members 
Mstep: Class 29 contains 3692 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 14003 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92494 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7654 members 
Mstep: Class 41 contains 1706 members 
Mstep: Class 42 contains 124 members 
Entering Unmasked Estep 
Score: -111780560.000000 Penalty: 93710.203125
Splitting cluster 7 changes total score from -111781280.000000 to -111780560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (6927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Entering Unmasked Estep 
Score: -823986.937500 Penalty: 1437.017212
	Iteration 0F: 2 clusters Score -823986.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -818811.375000 Penalty: 2874.034424
	Iteration 0F: 3 clusters Score -818811.4 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -820453.875000 Penalty: 2874.034424
	Iteration 1F: 3 clusters Score -820453.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -820854.812500 Penalty: 2874.034424
	Iteration 2F: 3 clusters Score -820854.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -821254.500000 Penalty: 2874.034424
	Iteration 3F: 3 clusters Score -821254.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -821594.187500 Penalty: 2874.034424
	Iteration 4F: 3 clusters Score -821594.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -821890.812500 Penalty: 2874.034424
	Iteration 5F: 3 clusters Score -821890.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -822149.625000 Penalty: 2874.034424
	Iteration 6Q: 3 clusters Score -822149.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -822345.875000 Penalty: 2874.034424
	Iteration 7Q: 3 clusters Score -822345.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -822479.687500 Penalty: 2874.034424
	Iteration 8Q: 3 clusters Score -822479.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -822591.437500 Penalty: 2874.034424
	Iteration 9Q: 3 clusters Score -822591.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -822661.625000 Penalty: 2874.034424
	Iteration 10Q: 3 clusters Score -822661.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -822704.500000 Penalty: 2874.034424
	Iteration 11Q: 3 clusters Score -822704.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -822732.062500 Penalty: 2874.034424
	Iteration 12Q: 3 clusters Score -822732.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -822755.875000 Penalty: 2874.034424
	Iteration 13Q: 3 clusters Score -822755.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -822779.562500 Penalty: 2874.034424
	Iteration 14Q: 3 clusters Score -822779.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -822792.312500 Penalty: 2874.034424
	Iteration 15Q: 3 clusters Score -822792.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -822802.187500 Penalty: 2874.034424
	Iteration 16Q: 3 clusters Score -822802.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -822805.625000 Penalty: 2874.034424
	Iteration 17Q: 3 clusters Score -822805.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -822811.500000 Penalty: 2874.034424
	Iteration 18Q: 3 clusters Score -822811.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -822812.125000 Penalty: 2874.034424
	Iteration 19Q: 3 clusters Score -822812.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -822812.687500 Penalty: 2874.034424
	Iteration 20F: 3 clusters Score -822812.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -822814.000000 Penalty: 2874.034424
	Iteration 21Q: 3 clusters Score -822814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -822813.375000 Penalty: 2874.034424
	Iteration 22Q: 3 clusters Score -822813.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -822816.125000 Penalty: 2874.034424
	Iteration 23Q: 3 clusters Score -822816.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -822814.812500 Penalty: 2874.034424
	Iteration 24Q: 3 clusters Score -822814.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -822816.687500 Penalty: 2874.034424
	Iteration 25Q: 3 clusters Score -822816.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -822818.875000 Penalty: 2874.034424
	Iteration 26Q: 3 clusters Score -822818.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -822819.500000 Penalty: 2874.034424
	Iteration 27Q: 3 clusters Score -822819.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -822822.000000 Penalty: 2874.034424
	Iteration 28Q: 3 clusters Score -822822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -822826.000000 Penalty: 2874.034424
	Iteration 29Q: 3 clusters Score -822826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -822826.812500 Penalty: 2874.034424
	Iteration 30Q: 3 clusters Score -822826.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -822830.187500 Penalty: 2874.034424
	Iteration 31Q: 3 clusters Score -822830.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -822832.875000 Penalty: 2874.034424
	Iteration 32Q: 3 clusters Score -822832.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -822835.687500 Penalty: 2874.034424
	Iteration 33Q: 3 clusters Score -822835.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -822842.312500 Penalty: 2874.034424
	Iteration 34Q: 3 clusters Score -822842.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -822843.687500 Penalty: 2874.034424
	Iteration 35Q: 3 clusters Score -822843.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -822845.375000 Penalty: 2874.034424
	Iteration 36Q: 3 clusters Score -822845.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -822848.187500 Penalty: 2874.034424
	Iteration 37Q: 3 clusters Score -822848.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -822849.875000 Penalty: 2874.034424
	Iteration 38Q: 3 clusters Score -822849.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -822853.375000 Penalty: 2874.034424
	Iteration 39Q: 3 clusters Score -822853.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -822854.750000 Penalty: 2874.034424
	Iteration 40F: 3 clusters Score -822854.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -822854.750000 Penalty: 2874.034424
	Iteration 41Q: 3 clusters Score -822854.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -822855.250000 Penalty: 2874.034424
	Iteration 42Q: 3 clusters Score -822855.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -822854.750000 Penalty: 2874.034424
	Iteration 43Q: 3 clusters Score -822854.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -822854.687500 Penalty: 2874.034424
	Iteration 44Q: 3 clusters Score -822854.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -822855.125000 Penalty: 2874.034424
	Iteration 45Q: 3 clusters Score -822855.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -822858.687500 Penalty: 2874.034424
	Iteration 46Q: 3 clusters Score -822858.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -822859.187500 Penalty: 2874.034424
	Iteration 47Q: 3 clusters Score -822859.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -822860.812500 Penalty: 2874.034424
	Iteration 48Q: 3 clusters Score -822860.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -822858.687500 Penalty: 2874.034424
	Iteration 49Q: 3 clusters Score -822858.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -822860.375000 Penalty: 2874.034424
	Iteration 50Q: 3 clusters Score -822860.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -822861.625000 Penalty: 2874.034424
	Iteration 51Q: 3 clusters Score -822861.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -822862.375000 Penalty: 2874.034424
	Iteration 52Q: 3 clusters Score -822862.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -822862.562500 Penalty: 2874.034424
	Iteration 53Q: 3 clusters Score -822862.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -822862.250000 Penalty: 2874.034424
	Iteration 54Q: 3 clusters Score -822862.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -822862.062500 Penalty: 2874.034424
	Iteration 55Q: 3 clusters Score -822862.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -822862.687500 Penalty: 2874.034424
	Iteration 56Q: 3 clusters Score -822862.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -822863.375000 Penalty: 2874.034424
	Iteration 57Q: 3 clusters Score -822863.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -822865.125000 Penalty: 2874.034424
	Iteration 58Q: 3 clusters Score -822865.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -822864.750000 Penalty: 2874.034424
	Iteration 59Q: 3 clusters Score -822864.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -822865.750000 Penalty: 2874.034424
	Iteration 60F: 3 clusters Score -822865.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -822865.875000 Penalty: 2874.034424
	Iteration 61Q: 3 clusters Score -822865.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -822867.062500 Penalty: 2874.034424
	Iteration 62Q: 3 clusters Score -822867.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -822866.875000 Penalty: 2874.034424
	Iteration 63Q: 3 clusters Score -822866.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -822866.875000 Penalty: 2874.034424
	Iteration 64F: 3 clusters Score -822866.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (98692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98692 members 
Entering Unmasked Estep 
Score: -12459401.000000 Penalty: 1868.710815
	Iteration 0F: 2 clusters Score -1.24594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 49312 members 
Entering Unmasked Estep 
Score: -12394012.000000 Penalty: 3737.421631
	Iteration 0F: 3 clusters Score -1.239401e+07 nChanged 47506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50296 members 
Mstep: Class 2 contains 48396 members 
Entering Unmasked Estep 
Score: -12422134.000000 Penalty: 3737.421631
	Iteration 1F: 3 clusters Score -1.242213e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50520 members 
Mstep: Class 2 contains 48172 members 
Entering Unmasked Estep 
Score: -12422774.000000 Penalty: 3737.421631
	Iteration 2Q: 3 clusters Score -1.242277e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50865 members 
Mstep: Class 2 contains 47827 members 
Entering Unmasked Estep 
Score: -12423570.000000 Penalty: 3737.421631
	Iteration 3Q: 3 clusters Score -1.242357e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51302 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -12424591.000000 Penalty: 3737.421631
	Iteration 4Q: 3 clusters Score -1.242459e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51816 members 
Mstep: Class 2 contains 46876 members 
Entering Unmasked Estep 
Score: -12426245.000000 Penalty: 3737.421631
	Iteration 5Q: 3 clusters Score -1.242624e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52420 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -12428846.000000 Penalty: 3737.421631
	Iteration 6Q: 3 clusters Score -1.242885e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52830 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -12432770.000000 Penalty: 3737.421631
	Iteration 7F: 3 clusters Score -1.243277e+07 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52963 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -12437712.000000 Penalty: 3737.421631
	Iteration 8F: 3 clusters Score -1.243771e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52712 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -12442176.000000 Penalty: 3737.421631
	Iteration 9F: 3 clusters Score -1.244218e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52234 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -12444332.000000 Penalty: 3737.421631
	Iteration 10Q: 3 clusters Score -1.244433e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51767 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -12445129.000000 Penalty: 3737.421631
	Iteration 11Q: 3 clusters Score -1.244513e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51340 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -12445466.000000 Penalty: 3737.421631
	Iteration 12Q: 3 clusters Score -1.244547e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50954 members 
Mstep: Class 2 contains 47738 members 
Entering Unmasked Estep 
Score: -12445762.000000 Penalty: 3737.421631
	Iteration 13Q: 3 clusters Score -1.244576e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50555 members 
Mstep: Class 2 contains 48137 members 
Entering Unmasked Estep 
Score: -12446052.000000 Penalty: 3737.421631
	Iteration 14Q: 3 clusters Score -1.244605e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50130 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -12446331.000000 Penalty: 3737.421631
	Iteration 15Q: 3 clusters Score -1.244633e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49669 members 
Mstep: Class 2 contains 49023 members 
Entering Unmasked Estep 
Score: -12446607.000000 Penalty: 3737.421631
	Iteration 16Q: 3 clusters Score -1.244661e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49173 members 
Mstep: Class 2 contains 49519 members 
Entering Unmasked Estep 
Score: -12446903.000000 Penalty: 3737.421631
	Iteration 17Q: 3 clusters Score -1.24469e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 50003 members 
Entering Unmasked Estep 
Score: -12447171.000000 Penalty: 3737.421631
	Iteration 18Q: 3 clusters Score -1.244717e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48202 members 
Mstep: Class 2 contains 50490 members 
Entering Unmasked Estep 
Score: -12447345.000000 Penalty: 3737.421631
	Iteration 19Q: 3 clusters Score -1.244734e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47693 members 
Mstep: Class 2 contains 50999 members 
Entering Unmasked Estep 
Score: -12447518.000000 Penalty: 3737.421631
	Iteration 20F: 3 clusters Score -1.244752e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 51488 members 
Entering Unmasked Estep 
Score: -12447733.000000 Penalty: 3737.421631
	Iteration 21Q: 3 clusters Score -1.244773e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 51991 members 
Entering Unmasked Estep 
Score: -12447938.000000 Penalty: 3737.421631
	Iteration 22Q: 3 clusters Score -1.244794e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 52517 members 
Entering Unmasked Estep 
Score: -12448136.000000 Penalty: 3737.421631
	Iteration 23Q: 3 clusters Score -1.244814e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 53129 members 
Entering Unmasked Estep 
Score: -12448312.000000 Penalty: 3737.421631
	Iteration 24Q: 3 clusters Score -1.244831e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -12448442.000000 Penalty: 3737.421631
	Iteration 25Q: 3 clusters Score -1.244844e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 54340 members 
Entering Unmasked Estep 
Score: -12448599.000000 Penalty: 3737.421631
	Iteration 26Q: 3 clusters Score -1.24486e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 54913 members 
Entering Unmasked Estep 
Score: -12448749.000000 Penalty: 3737.421631
	Iteration 27Q: 3 clusters Score -1.244875e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 55419 members 
Entering Unmasked Estep 
Score: -12448961.000000 Penalty: 3737.421631
	Iteration 28Q: 3 clusters Score -1.244896e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 55885 members 
Entering Unmasked Estep 
Score: -12449097.000000 Penalty: 3737.421631
	Iteration 29Q: 3 clusters Score -1.24491e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 56353 members 
Entering Unmasked Estep 
Score: -12449215.000000 Penalty: 3737.421631
	Iteration 30Q: 3 clusters Score -1.244922e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 56824 members 
Entering Unmasked Estep 
Score: -12449398.000000 Penalty: 3737.421631
	Iteration 31Q: 3 clusters Score -1.24494e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 57283 members 
Entering Unmasked Estep 
Score: -12449445.000000 Penalty: 3737.421631
	Iteration 32Q: 3 clusters Score -1.244944e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40969 members 
Mstep: Class 2 contains 57723 members 
Entering Unmasked Estep 
Score: -12449529.000000 Penalty: 3737.421631
	Iteration 33Q: 3 clusters Score -1.244953e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 58132 members 
Entering Unmasked Estep 
Score: -12449577.000000 Penalty: 3737.421631
	Iteration 34Q: 3 clusters Score -1.244958e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 58539 members 
Entering Unmasked Estep 
Score: -12449698.000000 Penalty: 3737.421631
	Iteration 35Q: 3 clusters Score -1.24497e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 58892 members 
Entering Unmasked Estep 
Score: -12449746.000000 Penalty: 3737.421631
	Iteration 36Q: 3 clusters Score -1.244975e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 59206 members 
Entering Unmasked Estep 
Score: -12449767.000000 Penalty: 3737.421631
	Iteration 37Q: 3 clusters Score -1.244977e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 59508 members 
Entering Unmasked Estep 
Score: -12449792.000000 Penalty: 3737.421631
	Iteration 38Q: 3 clusters Score -1.244979e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 59826 members 
Entering Unmasked Estep 
Score: -12449846.000000 Penalty: 3737.421631
	Iteration 39Q: 3 clusters Score -1.244985e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 60107 members 
Entering Unmasked Estep 
Score: -12449876.000000 Penalty: 3737.421631
	Iteration 40F: 3 clusters Score -1.244988e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 60360 members 
Entering Unmasked Estep 
Score: -12449945.000000 Penalty: 3737.421631
	Iteration 41Q: 3 clusters Score -1.244994e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 60579 members 
Entering Unmasked Estep 
Score: -12450018.000000 Penalty: 3737.421631
	Iteration 42Q: 3 clusters Score -1.245002e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 60749 members 
Entering Unmasked Estep 
Score: -12450056.000000 Penalty: 3737.421631
	Iteration 43Q: 3 clusters Score -1.245006e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 60912 members 
Entering Unmasked Estep 
Score: -12450087.000000 Penalty: 3737.421631
	Iteration 44Q: 3 clusters Score -1.245009e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 61057 members 
Entering Unmasked Estep 
Score: -12450102.000000 Penalty: 3737.421631
	Iteration 45Q: 3 clusters Score -1.24501e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 61185 members 
Entering Unmasked Estep 
Score: -12450171.000000 Penalty: 3737.421631
	Iteration 46Q: 3 clusters Score -1.245017e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 61308 members 
Entering Unmasked Estep 
Score: -12450253.000000 Penalty: 3737.421631
	Iteration 47Q: 3 clusters Score -1.245025e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 61447 members 
Entering Unmasked Estep 
Score: -12450303.000000 Penalty: 3737.421631
	Iteration 48Q: 3 clusters Score -1.24503e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 61570 members 
Entering Unmasked Estep 
Score: -12450349.000000 Penalty: 3737.421631
	Iteration 49Q: 3 clusters Score -1.245035e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 61706 members 
Entering Unmasked Estep 
Score: -12450391.000000 Penalty: 3737.421631
	Iteration 50Q: 3 clusters Score -1.245039e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 61854 members 
Entering Unmasked Estep 
Score: -12450430.000000 Penalty: 3737.421631
	Iteration 51Q: 3 clusters Score -1.245043e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 61979 members 
Entering Unmasked Estep 
Score: -12450479.000000 Penalty: 3737.421631
	Iteration 52Q: 3 clusters Score -1.245048e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 62105 members 
Entering Unmasked Estep 
Score: -12450511.000000 Penalty: 3737.421631
	Iteration 53Q: 3 clusters Score -1.245051e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 62188 members 
Entering Unmasked Estep 
Score: -12450523.000000 Penalty: 3737.421631
	Iteration 54Q: 3 clusters Score -1.245052e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 62259 members 
Entering Unmasked Estep 
Score: -12450531.000000 Penalty: 3737.421631
	Iteration 55Q: 3 clusters Score -1.245053e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 62331 members 
Entering Unmasked Estep 
Score: -12450576.000000 Penalty: 3737.421631
	Iteration 56Q: 3 clusters Score -1.245058e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 62400 members 
Entering Unmasked Estep 
Score: -12450582.000000 Penalty: 3737.421631
	Iteration 57Q: 3 clusters Score -1.245058e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 62482 members 
Entering Unmasked Estep 
Score: -12450570.000000 Penalty: 3737.421631
	Iteration 58Q: 3 clusters Score -1.245057e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 62564 members 
Entering Unmasked Estep 
Score: -12450573.000000 Penalty: 3737.421631
	Iteration 59Q: 3 clusters Score -1.245057e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 62646 members 
Entering Unmasked Estep 
Score: -12450579.000000 Penalty: 3737.421631
	Iteration 60F: 3 clusters Score -1.245058e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 62724 members 
Entering Unmasked Estep 
Score: -12450628.000000 Penalty: 3737.421631
	Iteration 61Q: 3 clusters Score -1.245063e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 62782 members 
Entering Unmasked Estep 
Score: -12450672.000000 Penalty: 3737.421631
	Iteration 62Q: 3 clusters Score -1.245067e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 62837 members 
Entering Unmasked Estep 
Score: -12450701.000000 Penalty: 3737.421631
	Iteration 63Q: 3 clusters Score -1.24507e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 62899 members 
Entering Unmasked Estep 
Score: -12450732.000000 Penalty: 3737.421631
	Iteration 64Q: 3 clusters Score -1.245073e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 62960 members 
Entering Unmasked Estep 
Score: -12450718.000000 Penalty: 3737.421631
	Iteration 65Q: 3 clusters Score -1.245072e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 63018 members 
Entering Unmasked Estep 
Score: -12450683.000000 Penalty: 3737.421631
	Iteration 66Q: 3 clusters Score -1.245068e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 63068 members 
Entering Unmasked Estep 
Score: -12450704.000000 Penalty: 3737.421631
	Iteration 67Q: 3 clusters Score -1.24507e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 63114 members 
Entering Unmasked Estep 
Score: -12450687.000000 Penalty: 3737.421631
	Iteration 68Q: 3 clusters Score -1.245069e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 63144 members 
Entering Unmasked Estep 
Score: -12450693.000000 Penalty: 3737.421631
	Iteration 69Q: 3 clusters Score -1.245069e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 63169 members 
Entering Unmasked Estep 
Score: -12450701.000000 Penalty: 3737.421631
	Iteration 70Q: 3 clusters Score -1.24507e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 63188 members 
Entering Unmasked Estep 
Score: -12450693.000000 Penalty: 3737.421631
	Iteration 71Q: 3 clusters Score -1.245069e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 63205 members 
Entering Unmasked Estep 
Score: -12450697.000000 Penalty: 3737.421631
	Iteration 72Q: 3 clusters Score -1.24507e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 63222 members 
Entering Unmasked Estep 
Score: -12450677.000000 Penalty: 3737.421631
	Iteration 73Q: 3 clusters Score -1.245068e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 63245 members 
Entering Unmasked Estep 
Score: -12450691.000000 Penalty: 3737.421631
	Iteration 74Q: 3 clusters Score -1.245069e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 63284 members 
Entering Unmasked Estep 
Score: -12450716.000000 Penalty: 3737.421631
	Iteration 75Q: 3 clusters Score -1.245072e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 63314 members 
Entering Unmasked Estep 
Score: -12450717.000000 Penalty: 3737.421631
	Iteration 76Q: 3 clusters Score -1.245072e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 63336 members 
Entering Unmasked Estep 
Score: -12450708.000000 Penalty: 3737.421631
	Iteration 77Q: 3 clusters Score -1.245071e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 63364 members 
Entering Unmasked Estep 
Score: -12450701.000000 Penalty: 3737.421631
	Iteration 78Q: 3 clusters Score -1.24507e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 63398 members 
Entering Unmasked Estep 
Score: -12450702.000000 Penalty: 3737.421631
	Iteration 79Q: 3 clusters Score -1.24507e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 63423 members 
Entering Unmasked Estep 
Score: -12450696.000000 Penalty: 3737.421631
	Iteration 80F: 3 clusters Score -1.24507e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 63441 members 
Entering Unmasked Estep 
Score: -12450677.000000 Penalty: 3737.421631
	Iteration 81Q: 3 clusters Score -1.245068e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 63470 members 
Entering Unmasked Estep 
Score: -12450687.000000 Penalty: 3737.421631
	Iteration 82Q: 3 clusters Score -1.245069e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 63494 members 
Entering Unmasked Estep 
Score: -12450677.000000 Penalty: 3737.421631
	Iteration 83Q: 3 clusters Score -1.245068e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 63521 members 
Entering Unmasked Estep 
Score: -12450681.000000 Penalty: 3737.421631
	Iteration 84Q: 3 clusters Score -1.245068e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 63545 members 
Entering Unmasked Estep 
Score: -12450703.000000 Penalty: 3737.421631
	Iteration 85Q: 3 clusters Score -1.24507e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 63565 members 
Entering Unmasked Estep 
Score: -12450698.000000 Penalty: 3737.421631
	Iteration 86Q: 3 clusters Score -1.24507e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 63585 members 
Entering Unmasked Estep 
Score: -12450697.000000 Penalty: 3737.421631
	Iteration 87Q: 3 clusters Score -1.24507e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 63600 members 
Entering Unmasked Estep 
Score: -12450709.000000 Penalty: 3737.421631
	Iteration 88Q: 3 clusters Score -1.245071e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 63616 members 
Entering Unmasked Estep 
Score: -12450699.000000 Penalty: 3737.421631
	Iteration 89Q: 3 clusters Score -1.24507e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 63633 members 
Entering Unmasked Estep 
Score: -12450702.000000 Penalty: 3737.421631
	Iteration 90Q: 3 clusters Score -1.24507e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 63648 members 
Entering Unmasked Estep 
Score: -12450711.000000 Penalty: 3737.421631
	Iteration 91Q: 3 clusters Score -1.245071e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 63658 members 
Entering Unmasked Estep 
Score: -12450718.000000 Penalty: 3737.421631
	Iteration 92Q: 3 clusters Score -1.245072e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 63664 members 
Entering Unmasked Estep 
Score: -12450720.000000 Penalty: 3737.421631
	Iteration 93Q: 3 clusters Score -1.245072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 63665 members 
Entering Unmasked Estep 
Score: -12450715.000000 Penalty: 3737.421631
	Iteration 94Q: 3 clusters Score -1.245072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 63667 members 
Entering Unmasked Estep 
Score: -12450724.000000 Penalty: 3737.421631
	Iteration 95Q: 3 clusters Score -1.245072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 63669 members 
Entering Unmasked Estep 
Score: -12450720.000000 Penalty: 3737.421631
	Iteration 96Q: 3 clusters Score -1.245072e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 63669 members 
Entering Unmasked Estep 
Score: -12450720.000000 Penalty: 3737.421631
	Iteration 97F: 3 clusters Score -1.245072e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (81048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81048 members 
Entering Unmasked Estep 
Score: -9863880.000000 Penalty: 1836.704590
	Iteration 0F: 2 clusters Score -9863880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -9809963.000000 Penalty: 3673.409180
	Iteration 0F: 3 clusters Score -9809963 nChanged 38358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -9832250.000000 Penalty: 3673.409180
	Iteration 1F: 3 clusters Score -9832250 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -9833402.000000 Penalty: 3673.409180
	Iteration 2Q: 3 clusters Score -9833402 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -9834996.000000 Penalty: 3673.409180
	Iteration 3Q: 3 clusters Score -9834996 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 53078 members 
Entering Unmasked Estep 
Score: -9837682.000000 Penalty: 3673.409180
	Iteration 4F: 3 clusters Score -9837682 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 58616 members 
Entering Unmasked Estep 
Score: -9841817.000000 Penalty: 3673.409180
	Iteration 5F: 3 clusters Score -9841817 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 65068 members 
Entering Unmasked Estep 
Score: -9847587.000000 Penalty: 3673.409180
	Iteration 6F: 3 clusters Score -9847587 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 71381 members 
Entering Unmasked Estep 
Score: -9853748.000000 Penalty: 3673.409180
	Iteration 7F: 3 clusters Score -9853748 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 76127 members 
Entering Unmasked Estep 
Score: -9858571.000000 Penalty: 3673.409180
	Iteration 8F: 3 clusters Score -9858571 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 78726 members 
Entering Unmasked Estep 
Score: -9861049.000000 Penalty: 3673.409180
	Iteration 9Q: 3 clusters Score -9861049 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 79772 members 
Entering Unmasked Estep 
Score: -9862061.000000 Penalty: 3673.409180
	Iteration 10Q: 3 clusters Score -9862061 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 80162 members 
Entering Unmasked Estep 
Score: -9862504.000000 Penalty: 3673.409180
	Iteration 11Q: 3 clusters Score -9862504 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 80308 members 
Entering Unmasked Estep 
Score: -9862763.000000 Penalty: 3673.409180
	Iteration 12Q: 3 clusters Score -9862763 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 80354 members 
Entering Unmasked Estep 
Score: -9862863.000000 Penalty: 3673.409180
	Iteration 13Q: 3 clusters Score -9862863 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 80373 members 
Entering Unmasked Estep 
Score: -9862947.000000 Penalty: 3673.409180
	Iteration 14Q: 3 clusters Score -9862947 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 80366 members 
Entering Unmasked Estep 
Score: -9862958.000000 Penalty: 3673.409180
	Iteration 15Q: 3 clusters Score -9862958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 80363 members 
Entering Unmasked Estep 
Score: -9862965.000000 Penalty: 3673.409180
	Iteration 16Q: 3 clusters Score -9862965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 80361 members 
Entering Unmasked Estep 
Score: -9862978.000000 Penalty: 3673.409180
	Iteration 17Q: 3 clusters Score -9862978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 80358 members 
Entering Unmasked Estep 
Score: -9862982.000000 Penalty: 3673.409180
	Iteration 18Q: 3 clusters Score -9862982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 80357 members 
Entering Unmasked Estep 
Score: -9862993.000000 Penalty: 3673.409180
	Iteration 19Q: 3 clusters Score -9862993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 80352 members 
Entering Unmasked Estep 
Score: -9862995.000000 Penalty: 3673.409180
	Iteration 20F: 3 clusters Score -9862995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 80346 members 
Entering Unmasked Estep 
Score: -9862995.000000 Penalty: 3673.409180
	Iteration 21Q: 3 clusters Score -9862995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 80344 members 
Entering Unmasked Estep 
Score: -9862990.000000 Penalty: 3673.409180
	Iteration 22Q: 3 clusters Score -9862990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 80343 members 
Entering Unmasked Estep 
Score: -9862997.000000 Penalty: 3673.409180
	Iteration 23Q: 3 clusters Score -9862997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 80342 members 
Entering Unmasked Estep 
Score: -9862992.000000 Penalty: 3673.409180
	Iteration 24Q: 3 clusters Score -9862992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 80341 members 
Entering Unmasked Estep 
Score: -9862996.000000 Penalty: 3673.409180
	Iteration 25Q: 3 clusters Score -9862996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 80341 members 
Entering Unmasked Estep 
Score: -9862996.000000 Penalty: 3673.409180
	Iteration 26F: 3 clusters Score -9862996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (101182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101182 members 
Entering Unmasked Estep 
Score: -12722697.000000 Penalty: 1872.759888
	Iteration 0F: 2 clusters Score -1.27227e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50396 members 
Mstep: Class 2 contains 50786 members 
Entering Unmasked Estep 
Score: -12656539.000000 Penalty: 3745.519775
	Iteration 0F: 3 clusters Score -1.265654e+07 nChanged 48501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 52197 members 
Entering Unmasked Estep 
Score: -12685257.000000 Penalty: 3745.519775
	Iteration 1F: 3 clusters Score -1.268526e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48145 members 
Mstep: Class 2 contains 53037 members 
Entering Unmasked Estep 
Score: -12686235.000000 Penalty: 3745.519775
	Iteration 2Q: 3 clusters Score -1.268624e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 54249 members 
Entering Unmasked Estep 
Score: -12687302.000000 Penalty: 3745.519775
	Iteration 3Q: 3 clusters Score -1.26873e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 55975 members 
Entering Unmasked Estep 
Score: -12688750.000000 Penalty: 3745.519775
	Iteration 4Q: 3 clusters Score -1.268875e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 58478 members 
Entering Unmasked Estep 
Score: -12690763.000000 Penalty: 3745.519775
	Iteration 5Q: 3 clusters Score -1.269076e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 61988 members 
Entering Unmasked Estep 
Score: -12693662.000000 Penalty: 3745.519775
	Iteration 6F: 3 clusters Score -1.269366e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 66389 members 
Entering Unmasked Estep 
Score: -12697300.000000 Penalty: 3745.519775
	Iteration 7F: 3 clusters Score -1.26973e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 71434 members 
Entering Unmasked Estep 
Score: -12701475.000000 Penalty: 3745.519775
	Iteration 8F: 3 clusters Score -1.270148e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 76578 members 
Entering Unmasked Estep 
Score: -12705622.000000 Penalty: 3745.519775
	Iteration 9F: 3 clusters Score -1.270562e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 81288 members 
Entering Unmasked Estep 
Score: -12709181.000000 Penalty: 3745.519775
	Iteration 10F: 3 clusters Score -1.270918e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 85356 members 
Entering Unmasked Estep 
Score: -12712115.000000 Penalty: 3745.519775
	Iteration 11Q: 3 clusters Score -1.271212e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 88841 members 
Entering Unmasked Estep 
Score: -12714494.000000 Penalty: 3745.519775
	Iteration 12Q: 3 clusters Score -1.271449e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 91774 members 
Entering Unmasked Estep 
Score: -12716550.000000 Penalty: 3745.519775
	Iteration 13Q: 3 clusters Score -1.271655e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 94170 members 
Entering Unmasked Estep 
Score: -12717975.000000 Penalty: 3745.519775
	Iteration 14Q: 3 clusters Score -1.271798e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 96057 members 
Entering Unmasked Estep 
Score: -12719128.000000 Penalty: 3745.519775
	Iteration 15Q: 3 clusters Score -1.271913e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 97494 members 
Entering Unmasked Estep 
Score: -12719746.000000 Penalty: 3745.519775
	Iteration 16Q: 3 clusters Score -1.271975e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 98436 members 
Entering Unmasked Estep 
Score: -12720198.000000 Penalty: 3745.519775
	Iteration 17Q: 3 clusters Score -1.27202e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 99116 members 
Entering Unmasked Estep 
Score: -12720485.000000 Penalty: 3745.519775
	Iteration 18Q: 3 clusters Score -1.272048e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 99567 members 
Entering Unmasked Estep 
Score: -12720729.000000 Penalty: 3745.519775
	Iteration 19Q: 3 clusters Score -1.272073e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 99881 members 
Entering Unmasked Estep 
Score: -12720896.000000 Penalty: 3745.519775
	Iteration 20F: 3 clusters Score -1.27209e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 100092 members 
Entering Unmasked Estep 
Score: -12720957.000000 Penalty: 3745.519775
	Iteration 21Q: 3 clusters Score -1.272096e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 100211 members 
Entering Unmasked Estep 
Score: -12720982.000000 Penalty: 3745.519775
	Iteration 22Q: 3 clusters Score -1.272098e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 100294 members 
Entering Unmasked Estep 
Score: -12721012.000000 Penalty: 3745.519775
	Iteration 23Q: 3 clusters Score -1.272101e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 100367 members 
Entering Unmasked Estep 
Score: -12721034.000000 Penalty: 3745.519775
	Iteration 24Q: 3 clusters Score -1.272103e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 100416 members 
Entering Unmasked Estep 
Score: -12721057.000000 Penalty: 3745.519775
	Iteration 25Q: 3 clusters Score -1.272106e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 100454 members 
Entering Unmasked Estep 
Score: -12721081.000000 Penalty: 3745.519775
	Iteration 26Q: 3 clusters Score -1.272108e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 100484 members 
Entering Unmasked Estep 
Score: -12721090.000000 Penalty: 3745.519775
	Iteration 27Q: 3 clusters Score -1.272109e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 100507 members 
Entering Unmasked Estep 
Score: -12721117.000000 Penalty: 3745.519775
	Iteration 28Q: 3 clusters Score -1.272112e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 100530 members 
Entering Unmasked Estep 
Score: -12721122.000000 Penalty: 3745.519775
	Iteration 29Q: 3 clusters Score -1.272112e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 100544 members 
Entering Unmasked Estep 
Score: -12721111.000000 Penalty: 3745.519775
	Iteration 30Q: 3 clusters Score -1.272111e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 100552 members 
Entering Unmasked Estep 
Score: -12721120.000000 Penalty: 3745.519775
	Iteration 31Q: 3 clusters Score -1.272112e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 100559 members 
Entering Unmasked Estep 
Score: -12721127.000000 Penalty: 3745.519775
	Iteration 32Q: 3 clusters Score -1.272113e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 100565 members 
Entering Unmasked Estep 
Score: -12721133.000000 Penalty: 3745.519775
	Iteration 33Q: 3 clusters Score -1.272113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 100568 members 
Entering Unmasked Estep 
Score: -12721136.000000 Penalty: 3745.519775
	Iteration 34Q: 3 clusters Score -1.272114e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 100579 members 
Entering Unmasked Estep 
Score: -12721149.000000 Penalty: 3745.519775
	Iteration 35Q: 3 clusters Score -1.272115e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 100587 members 
Entering Unmasked Estep 
Score: -12721159.000000 Penalty: 3745.519775
	Iteration 36Q: 3 clusters Score -1.272116e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 100594 members 
Entering Unmasked Estep 
Score: -12721149.000000 Penalty: 3745.519775
	Iteration 37Q: 3 clusters Score -1.272115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 100601 members 
Entering Unmasked Estep 
Score: -12721161.000000 Penalty: 3745.519775
	Iteration 38Q: 3 clusters Score -1.272116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 100606 members 
Entering Unmasked Estep 
Score: -12721166.000000 Penalty: 3745.519775
	Iteration 39Q: 3 clusters Score -1.272117e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 100609 members 
Entering Unmasked Estep 
Score: -12721168.000000 Penalty: 3745.519775
	Iteration 40F: 3 clusters Score -1.272117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 100613 members 
Entering Unmasked Estep 
Score: -12721174.000000 Penalty: 3745.519775
	Iteration 41Q: 3 clusters Score -1.272117e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 100615 members 
Entering Unmasked Estep 
Score: -12721185.000000 Penalty: 3745.519775
	Iteration 42Q: 3 clusters Score -1.272118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 100622 members 
Entering Unmasked Estep 
Score: -12721190.000000 Penalty: 3745.519775
	Iteration 43Q: 3 clusters Score -1.272119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 100627 members 
Entering Unmasked Estep 
Score: -12721186.000000 Penalty: 3745.519775
	Iteration 44Q: 3 clusters Score -1.272119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 100630 members 
Entering Unmasked Estep 
Score: -12721189.000000 Penalty: 3745.519775
	Iteration 45Q: 3 clusters Score -1.272119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 100635 members 
Entering Unmasked Estep 
Score: -12721179.000000 Penalty: 3745.519775
	Iteration 46Q: 3 clusters Score -1.272118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 100638 members 
Entering Unmasked Estep 
Score: -12721180.000000 Penalty: 3745.519775
	Iteration 47Q: 3 clusters Score -1.272118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 100638 members 
Entering Unmasked Estep 
Score: -12721182.000000 Penalty: 3745.519775
	Iteration 48Q: 3 clusters Score -1.272118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 100636 members 
Entering Unmasked Estep 
Score: -12721192.000000 Penalty: 3745.519775
	Iteration 49Q: 3 clusters Score -1.272119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 100636 members 
Entering Unmasked Estep 
Score: -12721192.000000 Penalty: 3745.519775
	Iteration 50Q: 3 clusters Score -1.272119e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 100636 members 
Entering Unmasked Estep 
Score: -12721192.000000 Penalty: 3745.519775
	Iteration 51F: 3 clusters Score -1.272119e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (55321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55321 members 
Entering Unmasked Estep 
Score: -6873944.000000 Penalty: 1774.647583
	Iteration 0F: 2 clusters Score -6873944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -6836914.000000 Penalty: 3549.295166
	Iteration 0F: 3 clusters Score -6836914 nChanged 26069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -6851881.000000 Penalty: 3549.295166
	Iteration 1F: 3 clusters Score -6851881 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -6852737.500000 Penalty: 3549.295166
	Iteration 2Q: 3 clusters Score -6852738 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -6853969.000000 Penalty: 3549.295166
	Iteration 3Q: 3 clusters Score -6853969 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -6855745.500000 Penalty: 3549.295166
	Iteration 4F: 3 clusters Score -6855746 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -6858295.500000 Penalty: 3549.295166
	Iteration 5F: 3 clusters Score -6858296 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -6861147.000000 Penalty: 3549.295166
	Iteration 6F: 3 clusters Score -6861147 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -6863987.500000 Penalty: 3549.295166
	Iteration 7F: 3 clusters Score -6863988 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -6866489.500000 Penalty: 3549.295166
	Iteration 8F: 3 clusters Score -6866490 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 48382 members 
Entering Unmasked Estep 
Score: -6868619.000000 Penalty: 3549.295166
	Iteration 9Q: 3 clusters Score -6868619 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 49850 members 
Entering Unmasked Estep 
Score: -6870497.500000 Penalty: 3549.295166
	Iteration 10Q: 3 clusters Score -6870498 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 50572 members 
Entering Unmasked Estep 
Score: -6871647.500000 Penalty: 3549.295166
	Iteration 11Q: 3 clusters Score -6871648 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 50950 members 
Entering Unmasked Estep 
Score: -6872051.000000 Penalty: 3549.295166
	Iteration 12Q: 3 clusters Score -6872051 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 51225 members 
Entering Unmasked Estep 
Score: -6872237.000000 Penalty: 3549.295166
	Iteration 13Q: 3 clusters Score -6872237 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -6872319.000000 Penalty: 3549.295166
	Iteration 14Q: 3 clusters Score -6872319 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 51579 members 
Entering Unmasked Estep 
Score: -6872387.000000 Penalty: 3549.295166
	Iteration 15Q: 3 clusters Score -6872387 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 51719 members 
Entering Unmasked Estep 
Score: -6872433.500000 Penalty: 3549.295166
	Iteration 16Q: 3 clusters Score -6872434 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 51850 members 
Entering Unmasked Estep 
Score: -6872447.000000 Penalty: 3549.295166
	Iteration 17Q: 3 clusters Score -6872447 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 51977 members 
Entering Unmasked Estep 
Score: -6872468.500000 Penalty: 3549.295166
	Iteration 18Q: 3 clusters Score -6872468 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 52106 members 
Entering Unmasked Estep 
Score: -6872521.000000 Penalty: 3549.295166
	Iteration 19Q: 3 clusters Score -6872521 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 52218 members 
Entering Unmasked Estep 
Score: -6872557.500000 Penalty: 3549.295166
	Iteration 20F: 3 clusters Score -6872558 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 52327 members 
Entering Unmasked Estep 
Score: -6872579.000000 Penalty: 3549.295166
	Iteration 21Q: 3 clusters Score -6872579 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
Score: -6872598.000000 Penalty: 3549.295166
	Iteration 22Q: 3 clusters Score -6872598 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 52506 members 
Entering Unmasked Estep 
Score: -6872633.000000 Penalty: 3549.295166
	Iteration 23Q: 3 clusters Score -6872633 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 52585 members 
Entering Unmasked Estep 
Score: -6872644.500000 Penalty: 3549.295166
	Iteration 24Q: 3 clusters Score -6872644 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 52650 members 
Entering Unmasked Estep 
Score: -6872665.500000 Penalty: 3549.295166
	Iteration 25Q: 3 clusters Score -6872666 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 52708 members 
Entering Unmasked Estep 
Score: -6872685.500000 Penalty: 3549.295166
	Iteration 26Q: 3 clusters Score -6872686 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 52765 members 
Entering Unmasked Estep 
Score: -6872699.000000 Penalty: 3549.295166
	Iteration 27Q: 3 clusters Score -6872699 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 52815 members 
Entering Unmasked Estep 
Score: -6872709.000000 Penalty: 3549.295166
	Iteration 28Q: 3 clusters Score -6872709 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 52855 members 
Entering Unmasked Estep 
Score: -6872728.500000 Penalty: 3549.295166
	Iteration 29Q: 3 clusters Score -6872728 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 52893 members 
Entering Unmasked Estep 
Score: -6872727.000000 Penalty: 3549.295166
	Iteration 30Q: 3 clusters Score -6872727 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 52927 members 
Entering Unmasked Estep 
Score: -6872747.000000 Penalty: 3549.295166
	Iteration 31Q: 3 clusters Score -6872747 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 52952 members 
Entering Unmasked Estep 
Score: -6872746.000000 Penalty: 3549.295166
	Iteration 32Q: 3 clusters Score -6872746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 52971 members 
Entering Unmasked Estep 
Score: -6872744.500000 Penalty: 3549.295166
	Iteration 33Q: 3 clusters Score -6872744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 52993 members 
Entering Unmasked Estep 
Score: -6872743.000000 Penalty: 3549.295166
	Iteration 34Q: 3 clusters Score -6872743 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 53015 members 
Entering Unmasked Estep 
Score: -6872740.000000 Penalty: 3549.295166
	Iteration 35Q: 3 clusters Score -6872740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 53039 members 
Entering Unmasked Estep 
Score: -6872738.500000 Penalty: 3549.295166
	Iteration 36Q: 3 clusters Score -6872738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 53061 members 
Entering Unmasked Estep 
Score: -6872746.000000 Penalty: 3549.295166
	Iteration 37Q: 3 clusters Score -6872746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 53084 members 
Entering Unmasked Estep 
Score: -6872746.500000 Penalty: 3549.295166
	Iteration 38Q: 3 clusters Score -6872746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 53102 members 
Entering Unmasked Estep 
Score: -6872738.000000 Penalty: 3549.295166
	Iteration 39Q: 3 clusters Score -6872738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 53118 members 
Entering Unmasked Estep 
Score: -6872748.500000 Penalty: 3549.295166
	Iteration 40F: 3 clusters Score -6872748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 53134 members 
Entering Unmasked Estep 
Score: -6872758.000000 Penalty: 3549.295166
	Iteration 41Q: 3 clusters Score -6872758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 53148 members 
Entering Unmasked Estep 
Score: -6872758.000000 Penalty: 3549.295166
	Iteration 42Q: 3 clusters Score -6872758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 53159 members 
Entering Unmasked Estep 
Score: -6872763.500000 Penalty: 3549.295166
	Iteration 43Q: 3 clusters Score -6872764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 53167 members 
Entering Unmasked Estep 
Score: -6872763.000000 Penalty: 3549.295166
	Iteration 44Q: 3 clusters Score -6872763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 53172 members 
Entering Unmasked Estep 
Score: -6872765.000000 Penalty: 3549.295166
	Iteration 45Q: 3 clusters Score -6872765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 53181 members 
Entering Unmasked Estep 
Score: -6872772.000000 Penalty: 3549.295166
	Iteration 46Q: 3 clusters Score -6872772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 53191 members 
Entering Unmasked Estep 
Score: -6872768.500000 Penalty: 3549.295166
	Iteration 47Q: 3 clusters Score -6872768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 53200 members 
Entering Unmasked Estep 
Score: -6872764.500000 Penalty: 3549.295166
	Iteration 48Q: 3 clusters Score -6872764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 53206 members 
Entering Unmasked Estep 
Score: -6872766.500000 Penalty: 3549.295166
	Iteration 49Q: 3 clusters Score -6872766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 53212 members 
Entering Unmasked Estep 
Score: -6872772.000000 Penalty: 3549.295166
	Iteration 50Q: 3 clusters Score -6872772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 53216 members 
Entering Unmasked Estep 
Score: -6872774.000000 Penalty: 3549.295166
	Iteration 51Q: 3 clusters Score -6872774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 53217 members 
Entering Unmasked Estep 
Score: -6872773.000000 Penalty: 3549.295166
	Iteration 52Q: 3 clusters Score -6872773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 53217 members 
Entering Unmasked Estep 
Score: -6872773.000000 Penalty: 3549.295166
	Iteration 53F: 3 clusters Score -6872773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Entering Unmasked Estep 
Score: -618553.625000 Penalty: 1382.738647
	Iteration 0F: 2 clusters Score -618553.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -614619.500000 Penalty: 2765.477295
	Iteration 0F: 3 clusters Score -614619.5 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -615710.125000 Penalty: 2765.477295
	Iteration 1F: 3 clusters Score -615710.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -615907.937500 Penalty: 2765.477295
	Iteration 2F: 3 clusters Score -615907.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -616067.875000 Penalty: 2765.477295
	Iteration 3F: 3 clusters Score -616067.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -616242.500000 Penalty: 2765.477295
	Iteration 4F: 3 clusters Score -616242.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -616431.062500 Penalty: 2765.477295
	Iteration 5F: 3 clusters Score -616431.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -616610.375000 Penalty: 2765.477295
	Iteration 6Q: 3 clusters Score -616610.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -616813.437500 Penalty: 2765.477295
	Iteration 7Q: 3 clusters Score -616813.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -617001.187500 Penalty: 2765.477295
	Iteration 8Q: 3 clusters Score -617001.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -617126.250000 Penalty: 2765.477295
	Iteration 9Q: 3 clusters Score -617126.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -617210.375000 Penalty: 2765.477295
	Iteration 10Q: 3 clusters Score -617210.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -617264.312500 Penalty: 2765.477295
	Iteration 11Q: 3 clusters Score -617264.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -617307.500000 Penalty: 2765.477295
	Iteration 12Q: 3 clusters Score -617307.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -617342.000000 Penalty: 2765.477295
	Iteration 13Q: 3 clusters Score -617342 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -617373.500000 Penalty: 2765.477295
	Iteration 14Q: 3 clusters Score -617373.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -617390.875000 Penalty: 2765.477295
	Iteration 15Q: 3 clusters Score -617390.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -617408.687500 Penalty: 2765.477295
	Iteration 16Q: 3 clusters Score -617408.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -617419.250000 Penalty: 2765.477295
	Iteration 17Q: 3 clusters Score -617419.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -617427.500000 Penalty: 2765.477295
	Iteration 18Q: 3 clusters Score -617427.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -617432.875000 Penalty: 2765.477295
	Iteration 19Q: 3 clusters Score -617432.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -617440.375000 Penalty: 2765.477295
	Iteration 20F: 3 clusters Score -617440.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -617445.000000 Penalty: 2765.477295
	Iteration 21Q: 3 clusters Score -617445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -617448.812500 Penalty: 2765.477295
	Iteration 22Q: 3 clusters Score -617448.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -617454.812500 Penalty: 2765.477295
	Iteration 23Q: 3 clusters Score -617454.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -617461.625000 Penalty: 2765.477295
	Iteration 24Q: 3 clusters Score -617461.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -617467.312500 Penalty: 2765.477295
	Iteration 25Q: 3 clusters Score -617467.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -617469.937500 Penalty: 2765.477295
	Iteration 26Q: 3 clusters Score -617469.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -617470.500000 Penalty: 2765.477295
	Iteration 27Q: 3 clusters Score -617470.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -617470.500000 Penalty: 2765.477295
	Iteration 28F: 3 clusters Score -617470.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (91148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91148 members 
Entering Unmasked Estep 
Score: -11532832.000000 Penalty: 1855.788940
	Iteration 0F: 2 clusters Score -1.153283e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -11472994.000000 Penalty: 3711.577881
	Iteration 0F: 3 clusters Score -1.147299e+07 nChanged 43501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
Score: -11498170.000000 Penalty: 3711.577881
	Iteration 1F: 3 clusters Score -1.149817e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -11498938.000000 Penalty: 3711.577881
	Iteration 2Q: 3 clusters Score -1.149894e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -11499757.000000 Penalty: 3711.577881
	Iteration 3Q: 3 clusters Score -1.149976e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 50171 members 
Entering Unmasked Estep 
Score: -11500892.000000 Penalty: 3711.577881
	Iteration 4Q: 3 clusters Score -1.150089e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 52781 members 
Entering Unmasked Estep 
Score: -11502381.000000 Penalty: 3711.577881
	Iteration 5Q: 3 clusters Score -1.150238e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 56280 members 
Entering Unmasked Estep 
Score: -11504643.000000 Penalty: 3711.577881
	Iteration 6F: 3 clusters Score -1.150464e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 60571 members 
Entering Unmasked Estep 
Score: -11507644.000000 Penalty: 3711.577881
	Iteration 7F: 3 clusters Score -1.150764e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 65178 members 
Entering Unmasked Estep 
Score: -11511027.000000 Penalty: 3711.577881
	Iteration 8F: 3 clusters Score -1.151103e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 69515 members 
Entering Unmasked Estep 
Score: -11514498.000000 Penalty: 3711.577881
	Iteration 9F: 3 clusters Score -1.15145e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 73247 members 
Entering Unmasked Estep 
Score: -11517693.000000 Penalty: 3711.577881
	Iteration 10Q: 3 clusters Score -1.151769e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 76021 members 
Entering Unmasked Estep 
Score: -11520433.000000 Penalty: 3711.577881
	Iteration 11Q: 3 clusters Score -1.152043e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 78050 members 
Entering Unmasked Estep 
Score: -11522509.000000 Penalty: 3711.577881
	Iteration 12Q: 3 clusters Score -1.152251e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 79390 members 
Entering Unmasked Estep 
Score: -11523682.000000 Penalty: 3711.577881
	Iteration 13Q: 3 clusters Score -1.152368e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 80519 members 
Entering Unmasked Estep 
Score: -11524477.000000 Penalty: 3711.577881
	Iteration 14Q: 3 clusters Score -1.152448e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 81499 members 
Entering Unmasked Estep 
Score: -11525067.000000 Penalty: 3711.577881
	Iteration 15Q: 3 clusters Score -1.152507e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 82365 members 
Entering Unmasked Estep 
Score: -11525566.000000 Penalty: 3711.577881
	Iteration 16Q: 3 clusters Score -1.152557e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 83161 members 
Entering Unmasked Estep 
Score: -11526059.000000 Penalty: 3711.577881
	Iteration 17Q: 3 clusters Score -1.152606e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 83923 members 
Entering Unmasked Estep 
Score: -11526421.000000 Penalty: 3711.577881
	Iteration 18Q: 3 clusters Score -1.152642e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 84579 members 
Entering Unmasked Estep 
Score: -11526814.000000 Penalty: 3711.577881
	Iteration 19Q: 3 clusters Score -1.152681e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 85211 members 
Entering Unmasked Estep 
Score: -11527208.000000 Penalty: 3711.577881
	Iteration 20F: 3 clusters Score -1.152721e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 85822 members 
Entering Unmasked Estep 
Score: -11527565.000000 Penalty: 3711.577881
	Iteration 21Q: 3 clusters Score -1.152756e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 86370 members 
Entering Unmasked Estep 
Score: -11527912.000000 Penalty: 3711.577881
	Iteration 22Q: 3 clusters Score -1.152791e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 86881 members 
Entering Unmasked Estep 
Score: -11528263.000000 Penalty: 3711.577881
	Iteration 23Q: 3 clusters Score -1.152826e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 87339 members 
Entering Unmasked Estep 
Score: -11528582.000000 Penalty: 3711.577881
	Iteration 24Q: 3 clusters Score -1.152858e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 87802 members 
Entering Unmasked Estep 
Score: -11528870.000000 Penalty: 3711.577881
	Iteration 25Q: 3 clusters Score -1.152887e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 88230 members 
Entering Unmasked Estep 
Score: -11529149.000000 Penalty: 3711.577881
	Iteration 26Q: 3 clusters Score -1.152915e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 88607 members 
Entering Unmasked Estep 
Score: -11529454.000000 Penalty: 3711.577881
	Iteration 27Q: 3 clusters Score -1.152945e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 88946 members 
Entering Unmasked Estep 
Score: -11529723.000000 Penalty: 3711.577881
	Iteration 28Q: 3 clusters Score -1.152972e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 89212 members 
Entering Unmasked Estep 
Score: -11529914.000000 Penalty: 3711.577881
	Iteration 29Q: 3 clusters Score -1.152991e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 89429 members 
Entering Unmasked Estep 
Score: -11530070.000000 Penalty: 3711.577881
	Iteration 30Q: 3 clusters Score -1.153007e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 89609 members 
Entering Unmasked Estep 
Score: -11530187.000000 Penalty: 3711.577881
	Iteration 31Q: 3 clusters Score -1.153019e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 89744 members 
Entering Unmasked Estep 
Score: -11530277.000000 Penalty: 3711.577881
	Iteration 32Q: 3 clusters Score -1.153028e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 89857 members 
Entering Unmasked Estep 
Score: -11530399.000000 Penalty: 3711.577881
	Iteration 33Q: 3 clusters Score -1.15304e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 89965 members 
Entering Unmasked Estep 
Score: -11530506.000000 Penalty: 3711.577881
	Iteration 34Q: 3 clusters Score -1.153051e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 90054 members 
Entering Unmasked Estep 
Score: -11530595.000000 Penalty: 3711.577881
	Iteration 35Q: 3 clusters Score -1.15306e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 90116 members 
Entering Unmasked Estep 
Score: -11530668.000000 Penalty: 3711.577881
	Iteration 36Q: 3 clusters Score -1.153067e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 90170 members 
Entering Unmasked Estep 
Score: -11530725.000000 Penalty: 3711.577881
	Iteration 37Q: 3 clusters Score -1.153072e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 90216 members 
Entering Unmasked Estep 
Score: -11530778.000000 Penalty: 3711.577881
	Iteration 38Q: 3 clusters Score -1.153078e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 90252 members 
Entering Unmasked Estep 
Score: -11530832.000000 Penalty: 3711.577881
	Iteration 39Q: 3 clusters Score -1.153083e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 90281 members 
Entering Unmasked Estep 
Score: -11530874.000000 Penalty: 3711.577881
	Iteration 40F: 3 clusters Score -1.153087e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 90305 members 
Entering Unmasked Estep 
Score: -11530899.000000 Penalty: 3711.577881
	Iteration 41Q: 3 clusters Score -1.15309e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 90320 members 
Entering Unmasked Estep 
Score: -11530894.000000 Penalty: 3711.577881
	Iteration 42Q: 3 clusters Score -1.153089e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 90341 members 
Entering Unmasked Estep 
Score: -11530910.000000 Penalty: 3711.577881
	Iteration 43Q: 3 clusters Score -1.153091e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 90362 members 
Entering Unmasked Estep 
Score: -11530945.000000 Penalty: 3711.577881
	Iteration 44Q: 3 clusters Score -1.153094e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 90371 members 
Entering Unmasked Estep 
Score: -11530951.000000 Penalty: 3711.577881
	Iteration 45Q: 3 clusters Score -1.153095e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 90379 members 
Entering Unmasked Estep 
Score: -11530979.000000 Penalty: 3711.577881
	Iteration 46Q: 3 clusters Score -1.153098e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 90394 members 
Entering Unmasked Estep 
Score: -11530988.000000 Penalty: 3711.577881
	Iteration 47Q: 3 clusters Score -1.153099e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 90398 members 
Entering Unmasked Estep 
Score: -11531002.000000 Penalty: 3711.577881
	Iteration 48Q: 3 clusters Score -1.1531e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 90407 members 
Entering Unmasked Estep 
Score: -11531001.000000 Penalty: 3711.577881
	Iteration 49Q: 3 clusters Score -1.1531e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 90421 members 
Entering Unmasked Estep 
Score: -11531020.000000 Penalty: 3711.577881
	Iteration 50Q: 3 clusters Score -1.153102e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 90433 members 
Entering Unmasked Estep 
Score: -11531017.000000 Penalty: 3711.577881
	Iteration 51Q: 3 clusters Score -1.153102e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 90441 members 
Entering Unmasked Estep 
Score: -11531042.000000 Penalty: 3711.577881
	Iteration 52Q: 3 clusters Score -1.153104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 90449 members 
Entering Unmasked Estep 
Score: -11531044.000000 Penalty: 3711.577881
	Iteration 53Q: 3 clusters Score -1.153104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 90453 members 
Entering Unmasked Estep 
Score: -11531052.000000 Penalty: 3711.577881
	Iteration 54Q: 3 clusters Score -1.153105e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 90461 members 
Entering Unmasked Estep 
Score: -11531051.000000 Penalty: 3711.577881
	Iteration 55Q: 3 clusters Score -1.153105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 90465 members 
Entering Unmasked Estep 
Score: -11531054.000000 Penalty: 3711.577881
	Iteration 56Q: 3 clusters Score -1.153105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 90467 members 
Entering Unmasked Estep 
Score: -11531052.000000 Penalty: 3711.577881
	Iteration 57Q: 3 clusters Score -1.153105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 90469 members 
Entering Unmasked Estep 
Score: -11531055.000000 Penalty: 3711.577881
	Iteration 58Q: 3 clusters Score -1.153106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 90470 members 
Entering Unmasked Estep 
Score: -11531063.000000 Penalty: 3711.577881
	Iteration 59Q: 3 clusters Score -1.153106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 90470 members 
Entering Unmasked Estep 
Score: -11531063.000000 Penalty: 3711.577881
	Iteration 60F: 3 clusters Score -1.153106e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Entering Unmasked Estep 
Score: -375245.250000 Penalty: 1305.416748
	Iteration 0F: 2 clusters Score -375245.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -372549.000000 Penalty: 2610.833496
	Iteration 0F: 3 clusters Score -372549 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -373172.875000 Penalty: 2610.833496
	Iteration 1F: 3 clusters Score -373172.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -373345.312500 Penalty: 2610.833496
	Iteration 2F: 3 clusters Score -373345.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -373497.781250 Penalty: 2610.833496
	Iteration 3F: 3 clusters Score -373497.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -373673.312500 Penalty: 2610.833496
	Iteration 4Q: 3 clusters Score -373673.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -373922.718750 Penalty: 2610.833496
	Iteration 5F: 3 clusters Score -373922.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -374150.031250 Penalty: 2610.833496
	Iteration 6F: 3 clusters Score -374150 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -374304.843750 Penalty: 2610.833496
	Iteration 7Q: 3 clusters Score -374304.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -374385.312500 Penalty: 2610.833496
	Iteration 8Q: 3 clusters Score -374385.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -374429.062500 Penalty: 2610.833496
	Iteration 9Q: 3 clusters Score -374429.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -374460.406250 Penalty: 2610.833496
	Iteration 10Q: 3 clusters Score -374460.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -374478.062500 Penalty: 2610.833496
	Iteration 11Q: 3 clusters Score -374478.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -374495.187500 Penalty: 2610.833496
	Iteration 12Q: 3 clusters Score -374495.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -374506.125000 Penalty: 2610.833496
	Iteration 13Q: 3 clusters Score -374506.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -374516.093750 Penalty: 2610.833496
	Iteration 14Q: 3 clusters Score -374516.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -374525.968750 Penalty: 2610.833496
	Iteration 15Q: 3 clusters Score -374526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -374536.625000 Penalty: 2610.833496
	Iteration 16Q: 3 clusters Score -374536.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -374545.031250 Penalty: 2610.833496
	Iteration 17Q: 3 clusters Score -374545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -374553.062500 Penalty: 2610.833496
	Iteration 18Q: 3 clusters Score -374553.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -374561.406250 Penalty: 2610.833496
	Iteration 19Q: 3 clusters Score -374561.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -374568.250000 Penalty: 2610.833496
	Iteration 20F: 3 clusters Score -374568.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -374584.281250 Penalty: 2610.833496
	Iteration 21Q: 3 clusters Score -374584.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -374601.687500 Penalty: 2610.833496
	Iteration 22Q: 3 clusters Score -374601.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -374617.468750 Penalty: 2610.833496
	Iteration 23Q: 3 clusters Score -374617.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -374637.031250 Penalty: 2610.833496
	Iteration 24Q: 3 clusters Score -374637 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -374661.468750 Penalty: 2610.833496
	Iteration 25Q: 3 clusters Score -374661.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -374690.312500 Penalty: 2610.833496
	Iteration 26Q: 3 clusters Score -374690.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -374709.843750 Penalty: 2610.833496
	Iteration 27Q: 3 clusters Score -374709.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -374725.562500 Penalty: 2610.833496
	Iteration 28Q: 3 clusters Score -374725.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -374734.000000 Penalty: 2610.833496
	Iteration 29Q: 3 clusters Score -374734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -374743.656250 Penalty: 2610.833496
	Iteration 30Q: 3 clusters Score -374743.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -374750.468750 Penalty: 2610.833496
	Iteration 31Q: 3 clusters Score -374750.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -374757.375000 Penalty: 2610.833496
	Iteration 32Q: 3 clusters Score -374757.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -374763.656250 Penalty: 2610.833496
	Iteration 33Q: 3 clusters Score -374763.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -374766.500000 Penalty: 2610.833496
	Iteration 34Q: 3 clusters Score -374766.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -374770.125000 Penalty: 2610.833496
	Iteration 35Q: 3 clusters Score -374770.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -374771.687500 Penalty: 2610.833496
	Iteration 36Q: 3 clusters Score -374771.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -374772.468750 Penalty: 2610.833496
	Iteration 37Q: 3 clusters Score -374772.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -374772.968750 Penalty: 2610.833496
	Iteration 38Q: 3 clusters Score -374773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -374773.531250 Penalty: 2610.833496
	Iteration 39Q: 3 clusters Score -374773.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -374773.531250 Penalty: 2610.833496
	Iteration 40F: 3 clusters Score -374773.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Entering Unmasked Estep 
Score: -145904.687500 Penalty: 1174.495117
	Iteration 0F: 2 clusters Score -145904.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -144300.968750 Penalty: 2348.990234
	Iteration 0F: 3 clusters Score -144301 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -144920.093750 Penalty: 2348.990234
	Iteration 1F: 3 clusters Score -144920.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -145283.031250 Penalty: 2348.990234
	Iteration 2F: 3 clusters Score -145283 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -145535.328125 Penalty: 2348.990234
	Iteration 3F: 3 clusters Score -145535.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -145713.203125 Penalty: 2348.990234
	Iteration 4F: 3 clusters Score -145713.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -145802.359375 Penalty: 2348.990234
	Iteration 5Q: 3 clusters Score -145802.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -145842.031250 Penalty: 2348.990234
	Iteration 6Q: 3 clusters Score -145842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -145860.781250 Penalty: 2348.990234
	Iteration 7Q: 3 clusters Score -145860.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -145876.187500 Penalty: 2348.990234
	Iteration 8Q: 3 clusters Score -145876.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -145896.687500 Penalty: 2348.990234
	Iteration 9Q: 3 clusters Score -145896.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -145905.765625 Penalty: 2348.990234
	Iteration 10Q: 3 clusters Score -145905.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -145907.890625 Penalty: 2348.990234
	Iteration 11Q: 3 clusters Score -145907.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -145909.218750 Penalty: 2348.990234
	Iteration 12Q: 3 clusters Score -145909.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -145910.921875 Penalty: 2348.990234
	Iteration 13Q: 3 clusters Score -145910.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -145911.296875 Penalty: 2348.990234
	Iteration 14Q: 3 clusters Score -145911.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -145911.437500 Penalty: 2348.990234
	Iteration 15Q: 3 clusters Score -145911.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -145911.437500 Penalty: 2348.990234
	Iteration 16F: 3 clusters Score -145911.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 117516 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9439 members 
Mstep: Class 6 contains 38465 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6927 members 
Mstep: Class 9 contains 98692 members 
Mstep: Class 10 contains 81048 members 
Mstep: Class 11 contains 101182 members 
Mstep: Class 12 contains 55321 members 
Mstep: Class 13 contains 4960 members 
Mstep: Class 14 contains 91148 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 607 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4689 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 20978 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10106 members 
Mstep: Class 25 contains 102004 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6506 members 
Mstep: Class 28 contains 2732 members 
Mstep: Class 29 contains 3692 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 14003 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92494 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7654 members 
Mstep: Class 41 contains 1706 members 
Mstep: Class 42 contains 770 members 
Entering Unmasked Estep 
Score: -111780056.000000 Penalty: 93710.203125
Splitting cluster 16 changes total score from -111781280.000000 to -111780056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -52660.515625 Penalty: 1006.922180
	Iteration 0F: 2 clusters Score -52660.52 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 238 members 
Entering Unmasked Estep 
Score: -51634.699219 Penalty: 2013.844360
	Iteration 0F: 3 clusters Score -51634.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51904.316406 Penalty: 2013.844360
	Iteration 1F: 3 clusters Score -51904.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -52016.953125 Penalty: 2013.844360
	Iteration 2F: 3 clusters Score -52016.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -52089.277344 Penalty: 2013.844360
	Iteration 3Q: 3 clusters Score -52089.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -52129.511719 Penalty: 2013.844360
	Iteration 4Q: 3 clusters Score -52129.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -52156.539062 Penalty: 2013.844360
	Iteration 5Q: 3 clusters Score -52156.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -52172.078125 Penalty: 2013.844360
	Iteration 6Q: 3 clusters Score -52172.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -52182.199219 Penalty: 2013.844360
	Iteration 7Q: 3 clusters Score -52182.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -52183.445312 Penalty: 2013.844360
	Iteration 8Q: 3 clusters Score -52183.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -52184.953125 Penalty: 2013.844360
	Iteration 9Q: 3 clusters Score -52184.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -52184.953125 Penalty: 2013.844360
	Iteration 10F: 3 clusters Score -52184.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Entering Unmasked Estep 
Score: -598760.312500 Penalty: 1373.608276
	Iteration 0F: 2 clusters Score -598760.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -594943.312500 Penalty: 2747.216553
	Iteration 0F: 3 clusters Score -594943.3 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -595951.812500 Penalty: 2747.216553
	Iteration 1F: 3 clusters Score -595951.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -596120.562500 Penalty: 2747.216553
	Iteration 2F: 3 clusters Score -596120.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -596257.937500 Penalty: 2747.216553
	Iteration 3Q: 3 clusters Score -596257.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -596379.812500 Penalty: 2747.216553
	Iteration 4Q: 3 clusters Score -596379.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -596498.687500 Penalty: 2747.216553
	Iteration 5Q: 3 clusters Score -596498.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -596617.562500 Penalty: 2747.216553
	Iteration 6Q: 3 clusters Score -596617.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -596739.250000 Penalty: 2747.216553
	Iteration 7Q: 3 clusters Score -596739.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -596852.000000 Penalty: 2747.216553
	Iteration 8Q: 3 clusters Score -596852 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -596969.812500 Penalty: 2747.216553
	Iteration 9Q: 3 clusters Score -596969.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -597074.687500 Penalty: 2747.216553
	Iteration 10Q: 3 clusters Score -597074.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -597173.812500 Penalty: 2747.216553
	Iteration 11Q: 3 clusters Score -597173.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -597268.500000 Penalty: 2747.216553
	Iteration 12Q: 3 clusters Score -597268.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -597342.750000 Penalty: 2747.216553
	Iteration 13Q: 3 clusters Score -597342.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -597392.062500 Penalty: 2747.216553
	Iteration 14Q: 3 clusters Score -597392.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -597425.562500 Penalty: 2747.216553
	Iteration 15Q: 3 clusters Score -597425.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -597452.125000 Penalty: 2747.216553
	Iteration 16Q: 3 clusters Score -597452.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -597476.562500 Penalty: 2747.216553
	Iteration 17Q: 3 clusters Score -597476.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -597490.187500 Penalty: 2747.216553
	Iteration 18Q: 3 clusters Score -597490.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -597506.437500 Penalty: 2747.216553
	Iteration 19Q: 3 clusters Score -597506.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -597515.500000 Penalty: 2747.216553
	Iteration 20F: 3 clusters Score -597515.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -597516.312500 Penalty: 2747.216553
	Iteration 21Q: 3 clusters Score -597516.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -597522.250000 Penalty: 2747.216553
	Iteration 22Q: 3 clusters Score -597522.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -597537.937500 Penalty: 2747.216553
	Iteration 23Q: 3 clusters Score -597537.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -597550.875000 Penalty: 2747.216553
	Iteration 24Q: 3 clusters Score -597550.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -597561.250000 Penalty: 2747.216553
	Iteration 25Q: 3 clusters Score -597561.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -597570.500000 Penalty: 2747.216553
	Iteration 26Q: 3 clusters Score -597570.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -597577.000000 Penalty: 2747.216553
	Iteration 27Q: 3 clusters Score -597577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -597585.750000 Penalty: 2747.216553
	Iteration 28Q: 3 clusters Score -597585.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -597591.875000 Penalty: 2747.216553
	Iteration 29Q: 3 clusters Score -597591.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -597599.187500 Penalty: 2747.216553
	Iteration 30Q: 3 clusters Score -597599.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -597605.687500 Penalty: 2747.216553
	Iteration 31Q: 3 clusters Score -597605.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -597612.312500 Penalty: 2747.216553
	Iteration 32Q: 3 clusters Score -597612.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -597613.812500 Penalty: 2747.216553
	Iteration 33Q: 3 clusters Score -597613.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -597613.812500 Penalty: 2747.216553
	Iteration 34F: 3 clusters Score -597613.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Entering Unmasked Estep 
Score: -391224.125000 Penalty: 1323.227051
	Iteration 0F: 2 clusters Score -391224.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -388208.625000 Penalty: 2646.454102
	Iteration 0F: 3 clusters Score -388208.6 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -389222.031250 Penalty: 2646.454102
	Iteration 1F: 3 clusters Score -389222 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -389515.281250 Penalty: 2646.454102
	Iteration 2F: 3 clusters Score -389515.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -389732.843750 Penalty: 2646.454102
	Iteration 3F: 3 clusters Score -389732.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -389873.343750 Penalty: 2646.454102
	Iteration 4F: 3 clusters Score -389873.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -389967.875000 Penalty: 2646.454102
	Iteration 5Q: 3 clusters Score -389967.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -390034.593750 Penalty: 2646.454102
	Iteration 6Q: 3 clusters Score -390034.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -390088.500000 Penalty: 2646.454102
	Iteration 7Q: 3 clusters Score -390088.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -390133.687500 Penalty: 2646.454102
	Iteration 8Q: 3 clusters Score -390133.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -390168.968750 Penalty: 2646.454102
	Iteration 9Q: 3 clusters Score -390169 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -390198.437500 Penalty: 2646.454102
	Iteration 10Q: 3 clusters Score -390198.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -390225.687500 Penalty: 2646.454102
	Iteration 11Q: 3 clusters Score -390225.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -390249.750000 Penalty: 2646.454102
	Iteration 12Q: 3 clusters Score -390249.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -390272.468750 Penalty: 2646.454102
	Iteration 13Q: 3 clusters Score -390272.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -390302.375000 Penalty: 2646.454102
	Iteration 14Q: 3 clusters Score -390302.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -390327.937500 Penalty: 2646.454102
	Iteration 15Q: 3 clusters Score -390327.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -390361.250000 Penalty: 2646.454102
	Iteration 16Q: 3 clusters Score -390361.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -390401.562500 Penalty: 2646.454102
	Iteration 17Q: 3 clusters Score -390401.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -390433.593750 Penalty: 2646.454102
	Iteration 18Q: 3 clusters Score -390433.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -390483.468750 Penalty: 2646.454102
	Iteration 19Q: 3 clusters Score -390483.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -390550.562500 Penalty: 2646.454102
	Iteration 20F: 3 clusters Score -390550.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -390597.156250 Penalty: 2646.454102
	Iteration 21Q: 3 clusters Score -390597.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -390642.281250 Penalty: 2646.454102
	Iteration 22Q: 3 clusters Score -390642.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -390682.937500 Penalty: 2646.454102
	Iteration 23Q: 3 clusters Score -390682.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -390731.281250 Penalty: 2646.454102
	Iteration 24Q: 3 clusters Score -390731.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -390760.281250 Penalty: 2646.454102
	Iteration 25Q: 3 clusters Score -390760.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -390773.718750 Penalty: 2646.454102
	Iteration 26Q: 3 clusters Score -390773.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -390782.093750 Penalty: 2646.454102
	Iteration 27Q: 3 clusters Score -390782.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -390783.937500 Penalty: 2646.454102
	Iteration 28Q: 3 clusters Score -390783.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -390786.062500 Penalty: 2646.454102
	Iteration 29Q: 3 clusters Score -390786.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -390786.687500 Penalty: 2646.454102
	Iteration 30Q: 3 clusters Score -390786.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -390787.312500 Penalty: 2646.454102
	Iteration 31Q: 3 clusters Score -390787.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -390787.312500 Penalty: 2646.454102
	Iteration 32F: 3 clusters Score -390787.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Entering Unmasked Estep 
Score: -2609577.750000 Penalty: 1617.074707
	Iteration 0F: 2 clusters Score -2609578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2595182.750000 Penalty: 3234.149414
	Iteration 0F: 3 clusters Score -2595183 nChanged 9599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -2600491.500000 Penalty: 3234.149414
	Iteration 1F: 3 clusters Score -2600492 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2600865.000000 Penalty: 3234.149414
	Iteration 2F: 3 clusters Score -2600865 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2601235.750000 Penalty: 3234.149414
	Iteration 3Q: 3 clusters Score -2601236 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2601676.750000 Penalty: 3234.149414
	Iteration 4Q: 3 clusters Score -2601677 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2602302.250000 Penalty: 3234.149414
	Iteration 5F: 3 clusters Score -2602302 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2603250.250000 Penalty: 3234.149414
	Iteration 6F: 3 clusters Score -2603250 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2604471.250000 Penalty: 3234.149414
	Iteration 7F: 3 clusters Score -2604471 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -2605794.750000 Penalty: 3234.149414
	Iteration 8F: 3 clusters Score -2605795 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -2606911.500000 Penalty: 3234.149414
	Iteration 9F: 3 clusters Score -2606912 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -2607561.250000 Penalty: 3234.149414
	Iteration 10Q: 3 clusters Score -2607561 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -2607870.500000 Penalty: 3234.149414
	Iteration 11Q: 3 clusters Score -2607870 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -2608010.500000 Penalty: 3234.149414
	Iteration 12Q: 3 clusters Score -2608010 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -2608068.500000 Penalty: 3234.149414
	Iteration 13Q: 3 clusters Score -2608068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2608091.750000 Penalty: 3234.149414
	Iteration 14Q: 3 clusters Score -2608092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -2608112.000000 Penalty: 3234.149414
	Iteration 15Q: 3 clusters Score -2608112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -2608121.250000 Penalty: 3234.149414
	Iteration 16Q: 3 clusters Score -2608121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -2608131.750000 Penalty: 3234.149414
	Iteration 17Q: 3 clusters Score -2608132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -2608133.500000 Penalty: 3234.149414
	Iteration 18Q: 3 clusters Score -2608134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -2608136.750000 Penalty: 3234.149414
	Iteration 19Q: 3 clusters Score -2608137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -2608136.750000 Penalty: 3234.149414
	Iteration 20F: 3 clusters Score -2608137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -31785.746094 Penalty: 969.081604
	Iteration 0F: 2 clusters Score -31785.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30945.296875 Penalty: 1938.163208
	Iteration 0F: 3 clusters Score -30945.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -31257.236328 Penalty: 1938.163208
	Iteration 1F: 3 clusters Score -31257.24 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -31478.259766 Penalty: 1938.163208
	Iteration 2F: 3 clusters Score -31478.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -31594.664062 Penalty: 1938.163208
	Iteration 3F: 3 clusters Score -31594.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -31672.677734 Penalty: 1938.163208
	Iteration 4Q: 3 clusters Score -31672.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -31701.814453 Penalty: 1938.163208
	Iteration 5Q: 3 clusters Score -31701.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -31717.857422 Penalty: 1938.163208
	Iteration 6Q: 3 clusters Score -31717.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -31732.312500 Penalty: 1938.163208
	Iteration 7Q: 3 clusters Score -31732.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -31746.656250 Penalty: 1938.163208
	Iteration 8Q: 3 clusters Score -31746.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -31755.533203 Penalty: 1938.163208
	Iteration 9Q: 3 clusters Score -31755.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -31792.242188 Penalty: 1938.163208
	Iteration 10Q: 3 clusters Score -31792.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -31800.761719 Penalty: 1938.163208
	Iteration 11Q: 3 clusters Score -31800.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -31800.761719 Penalty: 1938.163208
	Iteration 12F: 3 clusters Score -31800.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 117516 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9439 members 
Mstep: Class 6 contains 38465 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6927 members 
Mstep: Class 9 contains 98692 members 
Mstep: Class 10 contains 81048 members 
Mstep: Class 11 contains 101182 members 
Mstep: Class 12 contains 55321 members 
Mstep: Class 13 contains 4960 members 
Mstep: Class 14 contains 91148 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4689 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 20978 members 
Mstep: Class 21 contains 172 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10106 members 
Mstep: Class 25 contains 102004 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6506 members 
Mstep: Class 28 contains 2732 members 
Mstep: Class 29 contains 3692 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 14003 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92494 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7654 members 
Mstep: Class 41 contains 1706 members 
Mstep: Class 42 contains 217 members 
Entering Unmasked Estep 
Score: -111779992.000000 Penalty: 93710.203125
Splitting cluster 21 changes total score from -111781280.000000 to -111779992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (1640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Entering Unmasked Estep 
Score: -205170.812500 Penalty: 1202.898315
	Iteration 0F: 2 clusters Score -205170.8 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 804 members 
Entering Unmasked Estep 
Score: -203286.625000 Penalty: 2405.796631
	Iteration 0F: 3 clusters Score -203286.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -203691.078125 Penalty: 2405.796631
	Iteration 1F: 3 clusters Score -203691.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -203799.093750 Penalty: 2405.796631
	Iteration 2F: 3 clusters Score -203799.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -203848.640625 Penalty: 2405.796631
	Iteration 3Q: 3 clusters Score -203848.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -203886.531250 Penalty: 2405.796631
	Iteration 4Q: 3 clusters Score -203886.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -203920.203125 Penalty: 2405.796631
	Iteration 5Q: 3 clusters Score -203920.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -203945.921875 Penalty: 2405.796631
	Iteration 6Q: 3 clusters Score -203945.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -203971.125000 Penalty: 2405.796631
	Iteration 7Q: 3 clusters Score -203971.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -203991.000000 Penalty: 2405.796631
	Iteration 8Q: 3 clusters Score -203991 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -204018.421875 Penalty: 2405.796631
	Iteration 9Q: 3 clusters Score -204018.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -204038.890625 Penalty: 2405.796631
	Iteration 10Q: 3 clusters Score -204038.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -204056.078125 Penalty: 2405.796631
	Iteration 11Q: 3 clusters Score -204056.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -204069.453125 Penalty: 2405.796631
	Iteration 12Q: 3 clusters Score -204069.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -204083.578125 Penalty: 2405.796631
	Iteration 13Q: 3 clusters Score -204083.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -204093.312500 Penalty: 2405.796631
	Iteration 14Q: 3 clusters Score -204093.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -204100.265625 Penalty: 2405.796631
	Iteration 15Q: 3 clusters Score -204100.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -204106.812500 Penalty: 2405.796631
	Iteration 16Q: 3 clusters Score -204106.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -204116.109375 Penalty: 2405.796631
	Iteration 17Q: 3 clusters Score -204116.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -204124.312500 Penalty: 2405.796631
	Iteration 18Q: 3 clusters Score -204124.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -204132.640625 Penalty: 2405.796631
	Iteration 19Q: 3 clusters Score -204132.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -204139.921875 Penalty: 2405.796631
	Iteration 20F: 3 clusters Score -204139.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -204144.968750 Penalty: 2405.796631
	Iteration 21Q: 3 clusters Score -204145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -204149.000000 Penalty: 2405.796631
	Iteration 22Q: 3 clusters Score -204149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -204151.906250 Penalty: 2405.796631
	Iteration 23Q: 3 clusters Score -204151.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -204153.687500 Penalty: 2405.796631
	Iteration 24Q: 3 clusters Score -204153.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -204155.421875 Penalty: 2405.796631
	Iteration 25Q: 3 clusters Score -204155.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -204155.687500 Penalty: 2405.796631
	Iteration 26Q: 3 clusters Score -204155.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -204155.687500 Penalty: 2405.796631
	Iteration 27F: 3 clusters Score -204155.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -25360.855469 Penalty: 930.082581
	Iteration 0F: 2 clusters Score -25360.86 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 135 members 
Entering Unmasked Estep 
Score: -24617.671875 Penalty: 1860.165161
	Iteration 0F: 3 clusters Score -24617.67 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24973.083984 Penalty: 1860.165161
	Iteration 1F: 3 clusters Score -24973.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -25215.453125 Penalty: 1860.165161
	Iteration 2F: 3 clusters Score -25215.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -25363.082031 Penalty: 1860.165161
	Iteration 3F: 3 clusters Score -25363.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25526.728516 Penalty: 1860.165161
	Iteration 4F: 3 clusters Score -25526.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25608.046875 Penalty: 1860.165161
	Iteration 5Q: 3 clusters Score -25608.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25703.107422 Penalty: 1860.165161
	Iteration 6Q: 3 clusters Score -25703.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25757.412109 Penalty: 1860.165161
	Iteration 7Q: 3 clusters Score -25757.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25849.167969 Penalty: 1860.165161
	Iteration 8Q: 3 clusters Score -25849.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25880.273438 Penalty: 1860.165161
	Iteration 9Q: 3 clusters Score -25880.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25890.537109 Penalty: 1860.165161
	Iteration 10Q: 3 clusters Score -25890.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -26007.292969 Penalty: 1860.165161
	Iteration 11Q: 3 clusters Score -26007.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -26007.292969 Penalty: 1860.165161
	Iteration 12F: 3 clusters Score -26007.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 117516 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9439 members 
Mstep: Class 6 contains 38465 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6927 members 
Mstep: Class 9 contains 98692 members 
Mstep: Class 10 contains 81048 members 
Mstep: Class 11 contains 101182 members 
Mstep: Class 12 contains 55321 members 
Mstep: Class 13 contains 4960 members 
Mstep: Class 14 contains 91148 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4689 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 20978 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 158 members 
Mstep: Class 24 contains 10106 members 
Mstep: Class 25 contains 102004 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6506 members 
Mstep: Class 28 contains 2732 members 
Mstep: Class 29 contains 3692 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 14003 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92494 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7654 members 
Mstep: Class 41 contains 1706 members 
Mstep: Class 42 contains 148 members 
Entering Unmasked Estep 
Score: -111780600.000000 Penalty: 93710.203125
Splitting cluster 23 changes total score from -111781280.000000 to -111780600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (10106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Entering Unmasked Estep 
Score: -1178444.125000 Penalty: 1498.393677
	Iteration 0F: 2 clusters Score -1178444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1171150.125000 Penalty: 2996.787354
	Iteration 0F: 3 clusters Score -1171150 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1173661.625000 Penalty: 2996.787354
	Iteration 1F: 3 clusters Score -1173662 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1173931.625000 Penalty: 2996.787354
	Iteration 2F: 3 clusters Score -1173932 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1174166.000000 Penalty: 2996.787354
	Iteration 3Q: 3 clusters Score -1174166 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1174400.750000 Penalty: 2996.787354
	Iteration 4Q: 3 clusters Score -1174401 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1174620.375000 Penalty: 2996.787354
	Iteration 5Q: 3 clusters Score -1174620 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1174820.250000 Penalty: 2996.787354
	Iteration 6Q: 3 clusters Score -1174820 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1175010.375000 Penalty: 2996.787354
	Iteration 7Q: 3 clusters Score -1175010 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1175222.500000 Penalty: 2996.787354
	Iteration 8Q: 3 clusters Score -1175222 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1175434.125000 Penalty: 2996.787354
	Iteration 9Q: 3 clusters Score -1175434 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1175649.500000 Penalty: 2996.787354
	Iteration 10Q: 3 clusters Score -1175650 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1175882.750000 Penalty: 2996.787354
	Iteration 11Q: 3 clusters Score -1175883 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1176110.375000 Penalty: 2996.787354
	Iteration 12Q: 3 clusters Score -1176110 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1176333.750000 Penalty: 2996.787354
	Iteration 13Q: 3 clusters Score -1176334 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1176520.125000 Penalty: 2996.787354
	Iteration 14Q: 3 clusters Score -1176520 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1176682.875000 Penalty: 2996.787354
	Iteration 15Q: 3 clusters Score -1176683 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1176838.875000 Penalty: 2996.787354
	Iteration 16Q: 3 clusters Score -1176839 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1176961.000000 Penalty: 2996.787354
	Iteration 17Q: 3 clusters Score -1176961 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1177049.750000 Penalty: 2996.787354
	Iteration 18Q: 3 clusters Score -1177050 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1177136.000000 Penalty: 2996.787354
	Iteration 19Q: 3 clusters Score -1177136 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1177203.375000 Penalty: 2996.787354
	Iteration 20F: 3 clusters Score -1177203 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1177260.125000 Penalty: 2996.787354
	Iteration 21Q: 3 clusters Score -1177260 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1177305.125000 Penalty: 2996.787354
	Iteration 22Q: 3 clusters Score -1177305 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1177338.750000 Penalty: 2996.787354
	Iteration 23Q: 3 clusters Score -1177339 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1177368.250000 Penalty: 2996.787354
	Iteration 24Q: 3 clusters Score -1177368 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1177376.500000 Penalty: 2996.787354
	Iteration 25Q: 3 clusters Score -1177376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1177391.750000 Penalty: 2996.787354
	Iteration 26Q: 3 clusters Score -1177392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1177401.875000 Penalty: 2996.787354
	Iteration 27Q: 3 clusters Score -1177402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1177414.125000 Penalty: 2996.787354
	Iteration 28Q: 3 clusters Score -1177414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1177423.875000 Penalty: 2996.787354
	Iteration 29Q: 3 clusters Score -1177424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1177427.250000 Penalty: 2996.787354
	Iteration 30Q: 3 clusters Score -1177427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1177434.875000 Penalty: 2996.787354
	Iteration 31Q: 3 clusters Score -1177435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1177439.125000 Penalty: 2996.787354
	Iteration 32Q: 3 clusters Score -1177439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1177442.625000 Penalty: 2996.787354
	Iteration 33Q: 3 clusters Score -1177443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1177448.375000 Penalty: 2996.787354
	Iteration 34Q: 3 clusters Score -1177448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1177456.500000 Penalty: 2996.787354
	Iteration 35Q: 3 clusters Score -1177456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1177460.125000 Penalty: 2996.787354
	Iteration 36Q: 3 clusters Score -1177460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1177462.250000 Penalty: 2996.787354
	Iteration 37Q: 3 clusters Score -1177462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1177464.375000 Penalty: 2996.787354
	Iteration 38Q: 3 clusters Score -1177464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1177470.250000 Penalty: 2996.787354
	Iteration 39Q: 3 clusters Score -1177470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1177468.500000 Penalty: 2996.787354
	Iteration 40F: 3 clusters Score -1177468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1177470.750000 Penalty: 2996.787354
	Iteration 41Q: 3 clusters Score -1177471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1177470.750000 Penalty: 2996.787354
	Iteration 42Q: 3 clusters Score -1177471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1177469.875000 Penalty: 2996.787354
	Iteration 43Q: 3 clusters Score -1177470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1177470.500000 Penalty: 2996.787354
	Iteration 44Q: 3 clusters Score -1177470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1177470.500000 Penalty: 2996.787354
	Iteration 45F: 3 clusters Score -1177470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (102004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102004 members 
Entering Unmasked Estep 
Score: -12775619.000000 Penalty: 1874.074707
	Iteration 0F: 2 clusters Score -1.277562e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 51235 members 
Entering Unmasked Estep 
Score: -12710542.000000 Penalty: 3748.149414
	Iteration 0F: 3 clusters Score -1.271054e+07 nChanged 48721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 54348 members 
Entering Unmasked Estep 
Score: -12739174.000000 Penalty: 3748.149414
	Iteration 1F: 3 clusters Score -1.273917e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 56112 members 
Entering Unmasked Estep 
Score: -12740851.000000 Penalty: 3748.149414
	Iteration 2Q: 3 clusters Score -1.274085e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 58814 members 
Entering Unmasked Estep 
Score: -12743103.000000 Penalty: 3748.149414
	Iteration 3Q: 3 clusters Score -1.27431e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 62694 members 
Entering Unmasked Estep 
Score: -12747086.000000 Penalty: 3748.149414
	Iteration 4F: 3 clusters Score -1.274709e+07 nChanged 7597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 67803 members 
Entering Unmasked Estep 
Score: -12753053.000000 Penalty: 3748.149414
	Iteration 5F: 3 clusters Score -1.275305e+07 nChanged 7919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 73068 members 
Entering Unmasked Estep 
Score: -12759690.000000 Penalty: 3748.149414
	Iteration 6F: 3 clusters Score -1.275969e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 77128 members 
Entering Unmasked Estep 
Score: -12764877.000000 Penalty: 3748.149414
	Iteration 7F: 3 clusters Score -1.276488e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 79572 members 
Entering Unmasked Estep 
Score: -12767685.000000 Penalty: 3748.149414
	Iteration 8Q: 3 clusters Score -1.276768e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 81193 members 
Entering Unmasked Estep 
Score: -12769075.000000 Penalty: 3748.149414
	Iteration 9Q: 3 clusters Score -1.276908e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 82463 members 
Entering Unmasked Estep 
Score: -12769847.000000 Penalty: 3748.149414
	Iteration 10Q: 3 clusters Score -1.276985e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 83645 members 
Entering Unmasked Estep 
Score: -12770497.000000 Penalty: 3748.149414
	Iteration 11Q: 3 clusters Score -1.27705e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 84697 members 
Entering Unmasked Estep 
Score: -12771003.000000 Penalty: 3748.149414
	Iteration 12Q: 3 clusters Score -1.2771e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 85685 members 
Entering Unmasked Estep 
Score: -12771460.000000 Penalty: 3748.149414
	Iteration 13Q: 3 clusters Score -1.277146e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 86601 members 
Entering Unmasked Estep 
Score: -12771921.000000 Penalty: 3748.149414
	Iteration 14Q: 3 clusters Score -1.277192e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 87517 members 
Entering Unmasked Estep 
Score: -12772336.000000 Penalty: 3748.149414
	Iteration 15Q: 3 clusters Score -1.277234e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 88338 members 
Entering Unmasked Estep 
Score: -12772805.000000 Penalty: 3748.149414
	Iteration 16Q: 3 clusters Score -1.27728e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 89138 members 
Entering Unmasked Estep 
Score: -12773176.000000 Penalty: 3748.149414
	Iteration 17Q: 3 clusters Score -1.277318e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 89897 members 
Entering Unmasked Estep 
Score: -12773576.000000 Penalty: 3748.149414
	Iteration 18Q: 3 clusters Score -1.277358e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 90682 members 
Entering Unmasked Estep 
Score: -12774111.000000 Penalty: 3748.149414
	Iteration 19Q: 3 clusters Score -1.277411e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 91552 members 
Entering Unmasked Estep 
Score: -12774524.000000 Penalty: 3748.149414
	Iteration 20F: 3 clusters Score -1.277452e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 92426 members 
Entering Unmasked Estep 
Score: -12774930.000000 Penalty: 3748.149414
	Iteration 21Q: 3 clusters Score -1.277493e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 93300 members 
Entering Unmasked Estep 
Score: -12775303.000000 Penalty: 3748.149414
	Iteration 22Q: 3 clusters Score -1.27753e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 94158 members 
Entering Unmasked Estep 
Score: -12775571.000000 Penalty: 3748.149414
	Iteration 23Q: 3 clusters Score -1.277557e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 95016 members 
Entering Unmasked Estep 
Score: -12775702.000000 Penalty: 3748.149414
	Iteration 24Q: 3 clusters Score -1.27757e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 95855 members 
Entering Unmasked Estep 
Score: -12775738.000000 Penalty: 3748.149414
	Iteration 25Q: 3 clusters Score -1.277574e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 96654 members 
Entering Unmasked Estep 
Score: -12775699.000000 Penalty: 3748.149414
	Iteration 26Q: 3 clusters Score -1.27757e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 97389 members 
Entering Unmasked Estep 
Score: -12775729.000000 Penalty: 3748.149414
	Iteration 27Q: 3 clusters Score -1.277573e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 98083 members 
Entering Unmasked Estep 
Score: -12775641.000000 Penalty: 3748.149414
	Iteration 28Q: 3 clusters Score -1.277564e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 98683 members 
Entering Unmasked Estep 
Score: -12775506.000000 Penalty: 3748.149414
	Iteration 29Q: 3 clusters Score -1.277551e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 99182 members 
Entering Unmasked Estep 
Score: -12775419.000000 Penalty: 3748.149414
	Iteration 30Q: 3 clusters Score -1.277542e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 99602 members 
Entering Unmasked Estep 
Score: -12775273.000000 Penalty: 3748.149414
	Iteration 31Q: 3 clusters Score -1.277527e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 99942 members 
Entering Unmasked Estep 
Score: -12775211.000000 Penalty: 3748.149414
	Iteration 32Q: 3 clusters Score -1.277521e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 100214 members 
Entering Unmasked Estep 
Score: -12775166.000000 Penalty: 3748.149414
	Iteration 33Q: 3 clusters Score -1.277517e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 100431 members 
Entering Unmasked Estep 
Score: -12775059.000000 Penalty: 3748.149414
	Iteration 34Q: 3 clusters Score -1.277506e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 100580 members 
Entering Unmasked Estep 
Score: -12774973.000000 Penalty: 3748.149414
	Iteration 35Q: 3 clusters Score -1.277497e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 100698 members 
Entering Unmasked Estep 
Score: -12774916.000000 Penalty: 3748.149414
	Iteration 36Q: 3 clusters Score -1.277492e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 100801 members 
Entering Unmasked Estep 
Score: -12774849.000000 Penalty: 3748.149414
	Iteration 37Q: 3 clusters Score -1.277485e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 100879 members 
Entering Unmasked Estep 
Score: -12774827.000000 Penalty: 3748.149414
	Iteration 38Q: 3 clusters Score -1.277483e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 100932 members 
Entering Unmasked Estep 
Score: -12774812.000000 Penalty: 3748.149414
	Iteration 39Q: 3 clusters Score -1.277481e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 100984 members 
Entering Unmasked Estep 
Score: -12774805.000000 Penalty: 3748.149414
	Iteration 40F: 3 clusters Score -1.27748e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 101038 members 
Entering Unmasked Estep 
Score: -12774776.000000 Penalty: 3748.149414
	Iteration 41Q: 3 clusters Score -1.277478e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 101066 members 
Entering Unmasked Estep 
Score: -12774766.000000 Penalty: 3748.149414
	Iteration 42Q: 3 clusters Score -1.277477e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 101104 members 
Entering Unmasked Estep 
Score: -12774758.000000 Penalty: 3748.149414
	Iteration 43Q: 3 clusters Score -1.277476e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 101138 members 
Entering Unmasked Estep 
Score: -12774774.000000 Penalty: 3748.149414
	Iteration 44Q: 3 clusters Score -1.277477e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 101170 members 
Entering Unmasked Estep 
Score: -12774752.000000 Penalty: 3748.149414
	Iteration 45Q: 3 clusters Score -1.277475e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 101205 members 
Entering Unmasked Estep 
Score: -12774752.000000 Penalty: 3748.149414
	Iteration 46Q: 3 clusters Score -1.277475e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 101225 members 
Entering Unmasked Estep 
Score: -12774764.000000 Penalty: 3748.149414
	Iteration 47Q: 3 clusters Score -1.277476e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 101242 members 
Entering Unmasked Estep 
Score: -12774733.000000 Penalty: 3748.149414
	Iteration 48Q: 3 clusters Score -1.277473e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 101255 members 
Entering Unmasked Estep 
Score: -12774734.000000 Penalty: 3748.149414
	Iteration 49Q: 3 clusters Score -1.277473e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 101266 members 
Entering Unmasked Estep 
Score: -12774743.000000 Penalty: 3748.149414
	Iteration 50Q: 3 clusters Score -1.277474e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 101271 members 
Entering Unmasked Estep 
Score: -12774737.000000 Penalty: 3748.149414
	Iteration 51Q: 3 clusters Score -1.277474e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 101274 members 
Entering Unmasked Estep 
Score: -12774744.000000 Penalty: 3748.149414
	Iteration 52Q: 3 clusters Score -1.277474e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 101278 members 
Entering Unmasked Estep 
Score: -12774751.000000 Penalty: 3748.149414
	Iteration 53Q: 3 clusters Score -1.277475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 101278 members 
Entering Unmasked Estep 
Score: -12774745.000000 Penalty: 3748.149414
	Iteration 54Q: 3 clusters Score -1.277474e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 101278 members 
Entering Unmasked Estep 
Score: -12774745.000000 Penalty: 3748.149414
	Iteration 55F: 3 clusters Score -1.277474e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -83713.101562 Penalty: 1067.084229
	Iteration 0F: 2 clusters Score -83713.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -82494.039062 Penalty: 2134.168457
	Iteration 0F: 3 clusters Score -82494.04 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -82668.929688 Penalty: 2134.168457
	Iteration 1F: 3 clusters Score -82668.93 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -82716.382812 Penalty: 2134.168457
	Iteration 2F: 3 clusters Score -82716.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -82739.210938 Penalty: 2134.168457
	Iteration 3Q: 3 clusters Score -82739.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -82756.789062 Penalty: 2134.168457
	Iteration 4Q: 3 clusters Score -82756.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -82765.101562 Penalty: 2134.168457
	Iteration 5Q: 3 clusters Score -82765.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -82775.960938 Penalty: 2134.168457
	Iteration 6Q: 3 clusters Score -82775.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -82788.382812 Penalty: 2134.168457
	Iteration 7Q: 3 clusters Score -82788.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -82797.507812 Penalty: 2134.168457
	Iteration 8Q: 3 clusters Score -82797.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -82802.929688 Penalty: 2134.168457
	Iteration 9Q: 3 clusters Score -82802.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -82806.140625 Penalty: 2134.168457
	Iteration 10Q: 3 clusters Score -82806.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -82810.265625 Penalty: 2134.168457
	Iteration 11Q: 3 clusters Score -82810.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -82811.507812 Penalty: 2134.168457
	Iteration 12Q: 3 clusters Score -82811.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -82815.710938 Penalty: 2134.168457
	Iteration 13Q: 3 clusters Score -82815.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -82820.703125 Penalty: 2134.168457
	Iteration 14Q: 3 clusters Score -82820.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -82826.726562 Penalty: 2134.168457
	Iteration 15Q: 3 clusters Score -82826.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -82832.921875 Penalty: 2134.168457
	Iteration 16Q: 3 clusters Score -82832.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -82835.304688 Penalty: 2134.168457
	Iteration 17Q: 3 clusters Score -82835.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -82837.679688 Penalty: 2134.168457
	Iteration 18Q: 3 clusters Score -82837.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -82838.523438 Penalty: 2134.168457
	Iteration 19Q: 3 clusters Score -82838.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -82841.781250 Penalty: 2134.168457
	Iteration 20F: 3 clusters Score -82841.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -82842.500000 Penalty: 2134.168457
	Iteration 21Q: 3 clusters Score -82842.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -82844.343750 Penalty: 2134.168457
	Iteration 22Q: 3 clusters Score -82844.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -82846.796875 Penalty: 2134.168457
	Iteration 23Q: 3 clusters Score -82846.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -82852.984375 Penalty: 2134.168457
	Iteration 24Q: 3 clusters Score -82852.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -82856.335938 Penalty: 2134.168457
	Iteration 25Q: 3 clusters Score -82856.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -82857.945312 Penalty: 2134.168457
	Iteration 26Q: 3 clusters Score -82857.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -82857.945312 Penalty: 2134.168457
	Iteration 27F: 3 clusters Score -82857.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Entering Unmasked Estep 
Score: -816659.375000 Penalty: 1426.828003
	Iteration 0F: 2 clusters Score -816659.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -811703.500000 Penalty: 2853.656006
	Iteration 0F: 3 clusters Score -811703.5 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -813112.625000 Penalty: 2853.656006
	Iteration 1F: 3 clusters Score -813112.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -813298.812500 Penalty: 2853.656006
	Iteration 2F: 3 clusters Score -813298.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -813424.687500 Penalty: 2853.656006
	Iteration 3Q: 3 clusters Score -813424.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -813542.625000 Penalty: 2853.656006
	Iteration 4Q: 3 clusters Score -813542.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -813685.062500 Penalty: 2853.656006
	Iteration 5Q: 3 clusters Score -813685.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -813833.875000 Penalty: 2853.656006
	Iteration 6Q: 3 clusters Score -813833.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -814011.125000 Penalty: 2853.656006
	Iteration 7Q: 3 clusters Score -814011.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -814192.437500 Penalty: 2853.656006
	Iteration 8Q: 3 clusters Score -814192.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -814358.000000 Penalty: 2853.656006
	Iteration 9Q: 3 clusters Score -814358 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -814522.437500 Penalty: 2853.656006
	Iteration 10Q: 3 clusters Score -814522.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -814652.437500 Penalty: 2853.656006
	Iteration 11Q: 3 clusters Score -814652.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -814757.062500 Penalty: 2853.656006
	Iteration 12Q: 3 clusters Score -814757.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -814846.000000 Penalty: 2853.656006
	Iteration 13Q: 3 clusters Score -814846 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -814917.312500 Penalty: 2853.656006
	Iteration 14Q: 3 clusters Score -814917.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -814962.625000 Penalty: 2853.656006
	Iteration 15Q: 3 clusters Score -814962.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -814999.500000 Penalty: 2853.656006
	Iteration 16Q: 3 clusters Score -814999.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -815026.625000 Penalty: 2853.656006
	Iteration 17Q: 3 clusters Score -815026.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -815046.125000 Penalty: 2853.656006
	Iteration 18Q: 3 clusters Score -815046.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -815068.937500 Penalty: 2853.656006
	Iteration 19Q: 3 clusters Score -815068.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -815091.187500 Penalty: 2853.656006
	Iteration 20F: 3 clusters Score -815091.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -815106.375000 Penalty: 2853.656006
	Iteration 21Q: 3 clusters Score -815106.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -815116.750000 Penalty: 2853.656006
	Iteration 22Q: 3 clusters Score -815116.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -815124.312500 Penalty: 2853.656006
	Iteration 23Q: 3 clusters Score -815124.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -815130.687500 Penalty: 2853.656006
	Iteration 24Q: 3 clusters Score -815130.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -815135.125000 Penalty: 2853.656006
	Iteration 25Q: 3 clusters Score -815135.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -815143.937500 Penalty: 2853.656006
	Iteration 26Q: 3 clusters Score -815143.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -815151.250000 Penalty: 2853.656006
	Iteration 27Q: 3 clusters Score -815151.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -815157.000000 Penalty: 2853.656006
	Iteration 28Q: 3 clusters Score -815157 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -815160.875000 Penalty: 2853.656006
	Iteration 29Q: 3 clusters Score -815160.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -815164.812500 Penalty: 2853.656006
	Iteration 30Q: 3 clusters Score -815164.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -815168.750000 Penalty: 2853.656006
	Iteration 31Q: 3 clusters Score -815168.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -815171.062500 Penalty: 2853.656006
	Iteration 32Q: 3 clusters Score -815171.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -815174.250000 Penalty: 2853.656006
	Iteration 33Q: 3 clusters Score -815174.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -815176.875000 Penalty: 2853.656006
	Iteration 34Q: 3 clusters Score -815176.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -815179.375000 Penalty: 2853.656006
	Iteration 35Q: 3 clusters Score -815179.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -815180.437500 Penalty: 2853.656006
	Iteration 36Q: 3 clusters Score -815180.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -815183.125000 Penalty: 2853.656006
	Iteration 37Q: 3 clusters Score -815183.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -815183.187500 Penalty: 2853.656006
	Iteration 38Q: 3 clusters Score -815183.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -815187.125000 Penalty: 2853.656006
	Iteration 39Q: 3 clusters Score -815187.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -815189.750000 Penalty: 2853.656006
	Iteration 40F: 3 clusters Score -815189.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -815194.250000 Penalty: 2853.656006
	Iteration 41Q: 3 clusters Score -815194.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -815197.687500 Penalty: 2853.656006
	Iteration 42Q: 3 clusters Score -815197.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -815197.625000 Penalty: 2853.656006
	Iteration 43Q: 3 clusters Score -815197.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -815200.437500 Penalty: 2853.656006
	Iteration 44Q: 3 clusters Score -815200.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -815203.000000 Penalty: 2853.656006
	Iteration 45Q: 3 clusters Score -815203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -815204.750000 Penalty: 2853.656006
	Iteration 46Q: 3 clusters Score -815204.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -815206.625000 Penalty: 2853.656006
	Iteration 47Q: 3 clusters Score -815206.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -815207.500000 Penalty: 2853.656006
	Iteration 48Q: 3 clusters Score -815207.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -815207.812500 Penalty: 2853.656006
	Iteration 49Q: 3 clusters Score -815207.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -815207.625000 Penalty: 2853.656006
	Iteration 50Q: 3 clusters Score -815207.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -815208.625000 Penalty: 2853.656006
	Iteration 51Q: 3 clusters Score -815208.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -815208.625000 Penalty: 2853.656006
	Iteration 52F: 3 clusters Score -815208.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Entering Unmasked Estep 
Score: -320442.312500 Penalty: 1285.828247
	Iteration 0F: 2 clusters Score -320442.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -317901.968750 Penalty: 2571.656494
	Iteration 0F: 3 clusters Score -317902 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -318600.375000 Penalty: 2571.656494
	Iteration 1F: 3 clusters Score -318600.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -318806.656250 Penalty: 2571.656494
	Iteration 2F: 3 clusters Score -318806.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -319020.218750 Penalty: 2571.656494
	Iteration 3F: 3 clusters Score -319020.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -319226.968750 Penalty: 2571.656494
	Iteration 4F: 3 clusters Score -319227 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -319409.093750 Penalty: 2571.656494
	Iteration 5F: 3 clusters Score -319409.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -319565.750000 Penalty: 2571.656494
	Iteration 6F: 3 clusters Score -319565.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -319676.593750 Penalty: 2571.656494
	Iteration 7Q: 3 clusters Score -319676.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -319747.687500 Penalty: 2571.656494
	Iteration 8Q: 3 clusters Score -319747.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -319788.281250 Penalty: 2571.656494
	Iteration 9Q: 3 clusters Score -319788.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -319816.218750 Penalty: 2571.656494
	Iteration 10Q: 3 clusters Score -319816.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -319831.593750 Penalty: 2571.656494
	Iteration 11Q: 3 clusters Score -319831.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -319843.656250 Penalty: 2571.656494
	Iteration 12Q: 3 clusters Score -319843.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -319849.187500 Penalty: 2571.656494
	Iteration 13Q: 3 clusters Score -319849.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -319852.281250 Penalty: 2571.656494
	Iteration 14Q: 3 clusters Score -319852.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -319854.406250 Penalty: 2571.656494
	Iteration 15Q: 3 clusters Score -319854.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -319854.937500 Penalty: 2571.656494
	Iteration 16Q: 3 clusters Score -319854.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -319854.937500 Penalty: 2571.656494
	Iteration 17F: 3 clusters Score -319854.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Entering Unmasked Estep 
Score: -446275.562500 Penalty: 1334.762573
	Iteration 0F: 2 clusters Score -446275.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -443129.687500 Penalty: 2669.525146
	Iteration 0F: 3 clusters Score -443129.7 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -443954.406250 Penalty: 2669.525146
	Iteration 1F: 3 clusters Score -443954.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -444157.906250 Penalty: 2669.525146
	Iteration 2F: 3 clusters Score -444157.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -444312.156250 Penalty: 2669.525146
	Iteration 3F: 3 clusters Score -444312.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -444430.781250 Penalty: 2669.525146
	Iteration 4Q: 3 clusters Score -444430.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -444553.656250 Penalty: 2669.525146
	Iteration 5Q: 3 clusters Score -444553.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -444661.000000 Penalty: 2669.525146
	Iteration 6Q: 3 clusters Score -444661 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -444756.750000 Penalty: 2669.525146
	Iteration 7Q: 3 clusters Score -444756.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -444850.687500 Penalty: 2669.525146
	Iteration 8Q: 3 clusters Score -444850.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -444945.531250 Penalty: 2669.525146
	Iteration 9Q: 3 clusters Score -444945.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -445013.718750 Penalty: 2669.525146
	Iteration 10Q: 3 clusters Score -445013.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -445062.093750 Penalty: 2669.525146
	Iteration 11Q: 3 clusters Score -445062.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -445097.625000 Penalty: 2669.525146
	Iteration 12Q: 3 clusters Score -445097.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -445123.593750 Penalty: 2669.525146
	Iteration 13Q: 3 clusters Score -445123.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -445148.812500 Penalty: 2669.525146
	Iteration 14Q: 3 clusters Score -445148.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -445168.968750 Penalty: 2669.525146
	Iteration 15Q: 3 clusters Score -445169 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -445187.500000 Penalty: 2669.525146
	Iteration 16Q: 3 clusters Score -445187.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -445203.406250 Penalty: 2669.525146
	Iteration 17Q: 3 clusters Score -445203.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -445215.625000 Penalty: 2669.525146
	Iteration 18Q: 3 clusters Score -445215.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -445229.375000 Penalty: 2669.525146
	Iteration 19Q: 3 clusters Score -445229.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -445248.437500 Penalty: 2669.525146
	Iteration 20F: 3 clusters Score -445248.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -445256.250000 Penalty: 2669.525146
	Iteration 21Q: 3 clusters Score -445256.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -445265.937500 Penalty: 2669.525146
	Iteration 22Q: 3 clusters Score -445265.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -445273.937500 Penalty: 2669.525146
	Iteration 23Q: 3 clusters Score -445273.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -445276.656250 Penalty: 2669.525146
	Iteration 24Q: 3 clusters Score -445276.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -445279.718750 Penalty: 2669.525146
	Iteration 25Q: 3 clusters Score -445279.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -445283.250000 Penalty: 2669.525146
	Iteration 26Q: 3 clusters Score -445283.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -445286.906250 Penalty: 2669.525146
	Iteration 27Q: 3 clusters Score -445286.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -445291.281250 Penalty: 2669.525146
	Iteration 28Q: 3 clusters Score -445291.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -445294.437500 Penalty: 2669.525146
	Iteration 29Q: 3 clusters Score -445294.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -445298.218750 Penalty: 2669.525146
	Iteration 30Q: 3 clusters Score -445298.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -445301.968750 Penalty: 2669.525146
	Iteration 31Q: 3 clusters Score -445302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -445301.843750 Penalty: 2669.525146
	Iteration 32Q: 3 clusters Score -445301.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -445301.843750 Penalty: 2669.525146
	Iteration 33F: 3 clusters Score -445301.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Entering Unmasked Estep 
Score: -228548.937500 Penalty: 1227.664551
	Iteration 0F: 2 clusters Score -228548.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -226489.375000 Penalty: 2455.329102
	Iteration 0F: 3 clusters Score -226489.4 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -227127.843750 Penalty: 2455.329102
	Iteration 1F: 3 clusters Score -227127.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -227408.015625 Penalty: 2455.329102
	Iteration 2F: 3 clusters Score -227408 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -227599.765625 Penalty: 2455.329102
	Iteration 3F: 3 clusters Score -227599.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -227750.046875 Penalty: 2455.329102
	Iteration 4F: 3 clusters Score -227750 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -227898.031250 Penalty: 2455.329102
	Iteration 5Q: 3 clusters Score -227898 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -228068.140625 Penalty: 2455.329102
	Iteration 6F: 3 clusters Score -228068.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -228221.031250 Penalty: 2455.329102
	Iteration 7Q: 3 clusters Score -228221 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -228322.937500 Penalty: 2455.329102
	Iteration 8Q: 3 clusters Score -228322.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -228395.875000 Penalty: 2455.329102
	Iteration 9Q: 3 clusters Score -228395.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -228452.078125 Penalty: 2455.329102
	Iteration 10Q: 3 clusters Score -228452.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -228492.234375 Penalty: 2455.329102
	Iteration 11Q: 3 clusters Score -228492.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -228523.109375 Penalty: 2455.329102
	Iteration 12Q: 3 clusters Score -228523.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -228546.437500 Penalty: 2455.329102
	Iteration 13Q: 3 clusters Score -228546.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -228576.046875 Penalty: 2455.329102
	Iteration 14Q: 3 clusters Score -228576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -228612.484375 Penalty: 2455.329102
	Iteration 15Q: 3 clusters Score -228612.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -228652.093750 Penalty: 2455.329102
	Iteration 16Q: 3 clusters Score -228652.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -228675.406250 Penalty: 2455.329102
	Iteration 17Q: 3 clusters Score -228675.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -228687.187500 Penalty: 2455.329102
	Iteration 18Q: 3 clusters Score -228687.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -228697.703125 Penalty: 2455.329102
	Iteration 19Q: 3 clusters Score -228697.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -228702.218750 Penalty: 2455.329102
	Iteration 20F: 3 clusters Score -228702.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -228704.421875 Penalty: 2455.329102
	Iteration 21Q: 3 clusters Score -228704.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -228706.781250 Penalty: 2455.329102
	Iteration 22Q: 3 clusters Score -228706.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -228708.375000 Penalty: 2455.329102
	Iteration 23Q: 3 clusters Score -228708.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -228709.890625 Penalty: 2455.329102
	Iteration 24Q: 3 clusters Score -228709.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -228712.140625 Penalty: 2455.329102
	Iteration 25Q: 3 clusters Score -228712.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -228713.375000 Penalty: 2455.329102
	Iteration 26Q: 3 clusters Score -228713.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -228714.765625 Penalty: 2455.329102
	Iteration 27Q: 3 clusters Score -228714.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -228715.343750 Penalty: 2455.329102
	Iteration 28Q: 3 clusters Score -228715.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -228715.343750 Penalty: 2455.329102
	Iteration 29F: 3 clusters Score -228715.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 117516 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9439 members 
Mstep: Class 6 contains 38465 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6927 members 
Mstep: Class 9 contains 98692 members 
Mstep: Class 10 contains 81048 members 
Mstep: Class 11 contains 101182 members 
Mstep: Class 12 contains 55321 members 
Mstep: Class 13 contains 4960 members 
Mstep: Class 14 contains 91148 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4689 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 20978 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10106 members 
Mstep: Class 25 contains 102004 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6506 members 
Mstep: Class 28 contains 2732 members 
Mstep: Class 29 contains 3692 members 
Mstep: Class 30 contains 1127 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 14003 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92494 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7654 members 
Mstep: Class 41 contains 1706 members 
Mstep: Class 42 contains 783 members 
Entering Unmasked Estep 
Score: -111780424.000000 Penalty: 93710.203125
Splitting cluster 30 changes total score from -111781280.000000 to -111780424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -83745.468750 Penalty: 1093.984253
	Iteration 0F: 2 clusters Score -83745.47 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 423 members 
Entering Unmasked Estep 
Score: -82458.992188 Penalty: 2187.968506
	Iteration 0F: 3 clusters Score -82458.99 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -82786.539062 Penalty: 2187.968506
	Iteration 1F: 3 clusters Score -82786.54 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -82944.875000 Penalty: 2187.968506
	Iteration 2F: 3 clusters Score -82944.88 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -83082.710938 Penalty: 2187.968506
	Iteration 3F: 3 clusters Score -83082.71 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -83192.617188 Penalty: 2187.968506
	Iteration 4F: 3 clusters Score -83192.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -83287.851562 Penalty: 2187.968506
	Iteration 5Q: 3 clusters Score -83287.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -83329.617188 Penalty: 2187.968506
	Iteration 6Q: 3 clusters Score -83329.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -83349.578125 Penalty: 2187.968506
	Iteration 7Q: 3 clusters Score -83349.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -83371.507812 Penalty: 2187.968506
	Iteration 8Q: 3 clusters Score -83371.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -83381.625000 Penalty: 2187.968506
	Iteration 9Q: 3 clusters Score -83381.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -83386.476562 Penalty: 2187.968506
	Iteration 10Q: 3 clusters Score -83386.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -83391.632812 Penalty: 2187.968506
	Iteration 11Q: 3 clusters Score -83391.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -83393.523438 Penalty: 2187.968506
	Iteration 12Q: 3 clusters Score -83393.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -83393.968750 Penalty: 2187.968506
	Iteration 13Q: 3 clusters Score -83393.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -83393.968750 Penalty: 2187.968506
	Iteration 14F: 3 clusters Score -83393.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -10100.341797 Penalty: 936.843567
	Iteration 0F: 2 clusters Score -10100.34 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 166 members 
Entering Unmasked Estep 
Score: -9315.364258 Penalty: 1873.687134
	Iteration 0F: 3 clusters Score -9315.364 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9713.429688 Penalty: 1873.687134
	Iteration 1F: 3 clusters Score -9713.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9837.570312 Penalty: 1873.687134
	Iteration 2F: 3 clusters Score -9837.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9946.957031 Penalty: 1873.687134
	Iteration 3Q: 3 clusters Score -9946.957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9975.439453 Penalty: 1873.687134
	Iteration 4Q: 3 clusters Score -9975.439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10008.164062 Penalty: 1873.687134
	Iteration 5Q: 3 clusters Score -10008.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10016.580078 Penalty: 1873.687134
	Iteration 6Q: 3 clusters Score -10016.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10032.902344 Penalty: 1873.687134
	Iteration 7Q: 3 clusters Score -10032.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10032.902344 Penalty: 1873.687134
	Iteration 8F: 3 clusters Score -10032.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -1749704.000000 Penalty: 1551.391846
	Iteration 0F: 2 clusters Score -1749704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1739972.000000 Penalty: 3102.783691
	Iteration 0F: 3 clusters Score -1739972 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1743222.000000 Penalty: 3102.783691
	Iteration 1F: 3 clusters Score -1743222 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1743568.125000 Penalty: 3102.783691
	Iteration 2F: 3 clusters Score -1743568 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1743831.625000 Penalty: 3102.783691
	Iteration 3F: 3 clusters Score -1743832 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1744110.750000 Penalty: 3102.783691
	Iteration 4Q: 3 clusters Score -1744111 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1744406.000000 Penalty: 3102.783691
	Iteration 5Q: 3 clusters Score -1744406 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1744702.000000 Penalty: 3102.783691
	Iteration 6Q: 3 clusters Score -1744702 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1745061.125000 Penalty: 3102.783691
	Iteration 7Q: 3 clusters Score -1745061 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1745538.500000 Penalty: 3102.783691
	Iteration 8Q: 3 clusters Score -1745538 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1746117.500000 Penalty: 3102.783691
	Iteration 9F: 3 clusters Score -1746118 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1746717.000000 Penalty: 3102.783691
	Iteration 10F: 3 clusters Score -1746717 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1747227.625000 Penalty: 3102.783691
	Iteration 11F: 3 clusters Score -1747228 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1747542.625000 Penalty: 3102.783691
	Iteration 12Q: 3 clusters Score -1747543 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1747684.750000 Penalty: 3102.783691
	Iteration 13Q: 3 clusters Score -1747685 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1747776.375000 Penalty: 3102.783691
	Iteration 14Q: 3 clusters Score -1747776 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1747827.000000 Penalty: 3102.783691
	Iteration 15Q: 3 clusters Score -1747827 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1747856.875000 Penalty: 3102.783691
	Iteration 16Q: 3 clusters Score -1747857 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1747879.625000 Penalty: 3102.783691
	Iteration 17Q: 3 clusters Score -1747880 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1747893.000000 Penalty: 3102.783691
	Iteration 18Q: 3 clusters Score -1747893 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1747901.750000 Penalty: 3102.783691
	Iteration 19Q: 3 clusters Score -1747902 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1747917.000000 Penalty: 3102.783691
	Iteration 20F: 3 clusters Score -1747917 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1747928.375000 Penalty: 3102.783691
	Iteration 21Q: 3 clusters Score -1747928 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1747939.250000 Penalty: 3102.783691
	Iteration 22Q: 3 clusters Score -1747939 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1747947.750000 Penalty: 3102.783691
	Iteration 23Q: 3 clusters Score -1747948 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1747957.750000 Penalty: 3102.783691
	Iteration 24Q: 3 clusters Score -1747958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1747958.500000 Penalty: 3102.783691
	Iteration 25Q: 3 clusters Score -1747958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1747963.000000 Penalty: 3102.783691
	Iteration 26Q: 3 clusters Score -1747963 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1747965.625000 Penalty: 3102.783691
	Iteration 27Q: 3 clusters Score -1747966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1747964.625000 Penalty: 3102.783691
	Iteration 28Q: 3 clusters Score -1747965 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1747970.000000 Penalty: 3102.783691
	Iteration 29Q: 3 clusters Score -1747970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1747970.125000 Penalty: 3102.783691
	Iteration 30Q: 3 clusters Score -1747970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1747974.625000 Penalty: 3102.783691
	Iteration 31Q: 3 clusters Score -1747975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1747975.000000 Penalty: 3102.783691
	Iteration 32Q: 3 clusters Score -1747975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1747974.750000 Penalty: 3102.783691
	Iteration 33Q: 3 clusters Score -1747975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1747975.625000 Penalty: 3102.783691
	Iteration 34Q: 3 clusters Score -1747976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1747979.875000 Penalty: 3102.783691
	Iteration 35Q: 3 clusters Score -1747980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1747984.250000 Penalty: 3102.783691
	Iteration 36Q: 3 clusters Score -1747984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1747984.750000 Penalty: 3102.783691
	Iteration 37Q: 3 clusters Score -1747985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1747983.250000 Penalty: 3102.783691
	Iteration 38Q: 3 clusters Score -1747983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1747986.375000 Penalty: 3102.783691
	Iteration 39Q: 3 clusters Score -1747986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1747987.000000 Penalty: 3102.783691
	Iteration 40F: 3 clusters Score -1747987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1747989.625000 Penalty: 3102.783691
	Iteration 41Q: 3 clusters Score -1747990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1747993.375000 Penalty: 3102.783691
	Iteration 42Q: 3 clusters Score -1747993 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1748000.500000 Penalty: 3102.783691
	Iteration 43Q: 3 clusters Score -1748000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1747999.000000 Penalty: 3102.783691
	Iteration 44Q: 3 clusters Score -1747999 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1747998.875000 Penalty: 3102.783691
	Iteration 45Q: 3 clusters Score -1747999 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1748005.125000 Penalty: 3102.783691
	Iteration 46Q: 3 clusters Score -1748005 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1748015.875000 Penalty: 3102.783691
	Iteration 47Q: 3 clusters Score -1748016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1748021.250000 Penalty: 3102.783691
	Iteration 48Q: 3 clusters Score -1748021 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1748027.250000 Penalty: 3102.783691
	Iteration 49Q: 3 clusters Score -1748027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1748033.375000 Penalty: 3102.783691
	Iteration 50Q: 3 clusters Score -1748033 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1748036.875000 Penalty: 3102.783691
	Iteration 51Q: 3 clusters Score -1748037 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1748043.500000 Penalty: 3102.783691
	Iteration 52Q: 3 clusters Score -1748044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1748046.875000 Penalty: 3102.783691
	Iteration 53Q: 3 clusters Score -1748047 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1748058.375000 Penalty: 3102.783691
	Iteration 54Q: 3 clusters Score -1748058 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1748062.000000 Penalty: 3102.783691
	Iteration 55Q: 3 clusters Score -1748062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1748069.000000 Penalty: 3102.783691
	Iteration 56Q: 3 clusters Score -1748069 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1748073.875000 Penalty: 3102.783691
	Iteration 57Q: 3 clusters Score -1748074 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1748076.125000 Penalty: 3102.783691
	Iteration 58Q: 3 clusters Score -1748076 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1748084.375000 Penalty: 3102.783691
	Iteration 59Q: 3 clusters Score -1748084 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1748093.750000 Penalty: 3102.783691
	Iteration 60F: 3 clusters Score -1748094 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1748097.750000 Penalty: 3102.783691
	Iteration 61Q: 3 clusters Score -1748098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1748100.875000 Penalty: 3102.783691
	Iteration 62Q: 3 clusters Score -1748101 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1748103.375000 Penalty: 3102.783691
	Iteration 63Q: 3 clusters Score -1748103 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1748105.875000 Penalty: 3102.783691
	Iteration 64Q: 3 clusters Score -1748106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1748107.125000 Penalty: 3102.783691
	Iteration 65Q: 3 clusters Score -1748107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1748114.500000 Penalty: 3102.783691
	Iteration 66Q: 3 clusters Score -1748114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1748113.625000 Penalty: 3102.783691
	Iteration 67Q: 3 clusters Score -1748114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1748117.750000 Penalty: 3102.783691
	Iteration 68Q: 3 clusters Score -1748118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1748125.250000 Penalty: 3102.783691
	Iteration 69Q: 3 clusters Score -1748125 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1748128.375000 Penalty: 3102.783691
	Iteration 70Q: 3 clusters Score -1748128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1748133.875000 Penalty: 3102.783691
	Iteration 71Q: 3 clusters Score -1748134 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1748144.125000 Penalty: 3102.783691
	Iteration 72Q: 3 clusters Score -1748144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1748147.000000 Penalty: 3102.783691
	Iteration 73Q: 3 clusters Score -1748147 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1748149.625000 Penalty: 3102.783691
	Iteration 74Q: 3 clusters Score -1748150 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1748157.750000 Penalty: 3102.783691
	Iteration 75Q: 3 clusters Score -1748158 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1748163.750000 Penalty: 3102.783691
	Iteration 76Q: 3 clusters Score -1748164 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1748176.625000 Penalty: 3102.783691
	Iteration 77Q: 3 clusters Score -1748177 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1748191.500000 Penalty: 3102.783691
	Iteration 78Q: 3 clusters Score -1748192 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1748199.750000 Penalty: 3102.783691
	Iteration 79Q: 3 clusters Score -1748200 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1748212.375000 Penalty: 3102.783691
	Iteration 80F: 3 clusters Score -1748212 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1748231.875000 Penalty: 3102.783691
	Iteration 81Q: 3 clusters Score -1748232 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1748240.125000 Penalty: 3102.783691
	Iteration 82Q: 3 clusters Score -1748240 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1748254.500000 Penalty: 3102.783691
	Iteration 83Q: 3 clusters Score -1748254 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1748263.250000 Penalty: 3102.783691
	Iteration 84Q: 3 clusters Score -1748263 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1748265.000000 Penalty: 3102.783691
	Iteration 85Q: 3 clusters Score -1748265 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1748268.000000 Penalty: 3102.783691
	Iteration 86Q: 3 clusters Score -1748268 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1748275.750000 Penalty: 3102.783691
	Iteration 87Q: 3 clusters Score -1748276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1748283.875000 Penalty: 3102.783691
	Iteration 88Q: 3 clusters Score -1748284 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1748295.625000 Penalty: 3102.783691
	Iteration 89Q: 3 clusters Score -1748296 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1748301.500000 Penalty: 3102.783691
	Iteration 90Q: 3 clusters Score -1748302 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1748305.625000 Penalty: 3102.783691
	Iteration 91Q: 3 clusters Score -1748306 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1748309.625000 Penalty: 3102.783691
	Iteration 92Q: 3 clusters Score -1748310 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1748321.750000 Penalty: 3102.783691
	Iteration 93Q: 3 clusters Score -1748322 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1748333.125000 Penalty: 3102.783691
	Iteration 94Q: 3 clusters Score -1748333 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1748339.000000 Penalty: 3102.783691
	Iteration 95Q: 3 clusters Score -1748339 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1748343.750000 Penalty: 3102.783691
	Iteration 96Q: 3 clusters Score -1748344 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1748353.500000 Penalty: 3102.783691
	Iteration 97Q: 3 clusters Score -1748354 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1748360.500000 Penalty: 3102.783691
	Iteration 98Q: 3 clusters Score -1748360 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1748373.000000 Penalty: 3102.783691
	Iteration 99Q: 3 clusters Score -1748373 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1748378.500000 Penalty: 3102.783691
	Iteration 100F: 3 clusters Score -1748378 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1748390.250000 Penalty: 3102.783691
	Iteration 101Q: 3 clusters Score -1748390 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1748394.375000 Penalty: 3102.783691
	Iteration 102Q: 3 clusters Score -1748394 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1748405.250000 Penalty: 3102.783691
	Iteration 103Q: 3 clusters Score -1748405 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1748416.750000 Penalty: 3102.783691
	Iteration 104Q: 3 clusters Score -1748417 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1748427.250000 Penalty: 3102.783691
	Iteration 105Q: 3 clusters Score -1748427 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1748436.250000 Penalty: 3102.783691
	Iteration 106Q: 3 clusters Score -1748436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1748438.625000 Penalty: 3102.783691
	Iteration 107Q: 3 clusters Score -1748439 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1748434.625000 Penalty: 3102.783691
	Iteration 108Q: 3 clusters Score -1748435 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1748436.000000 Penalty: 3102.783691
	Iteration 109Q: 3 clusters Score -1748436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1748439.875000 Penalty: 3102.783691
	Iteration 110Q: 3 clusters Score -1748440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1748448.625000 Penalty: 3102.783691
	Iteration 111Q: 3 clusters Score -1748449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1748453.500000 Penalty: 3102.783691
	Iteration 112Q: 3 clusters Score -1748454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1748456.375000 Penalty: 3102.783691
	Iteration 113Q: 3 clusters Score -1748456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1748455.250000 Penalty: 3102.783691
	Iteration 114Q: 3 clusters Score -1748455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1748455.125000 Penalty: 3102.783691
	Iteration 115Q: 3 clusters Score -1748455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1748455.000000 Penalty: 3102.783691
	Iteration 116Q: 3 clusters Score -1748455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1748455.375000 Penalty: 3102.783691
	Iteration 117Q: 3 clusters Score -1748455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1748454.375000 Penalty: 3102.783691
	Iteration 118Q: 3 clusters Score -1748454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1748455.125000 Penalty: 3102.783691
	Iteration 119Q: 3 clusters Score -1748455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1748458.375000 Penalty: 3102.783691
	Iteration 120F: 3 clusters Score -1748458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1748463.250000 Penalty: 3102.783691
	Iteration 121Q: 3 clusters Score -1748463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1748461.250000 Penalty: 3102.783691
	Iteration 122Q: 3 clusters Score -1748461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1748465.250000 Penalty: 3102.783691
	Iteration 123Q: 3 clusters Score -1748465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1748458.125000 Penalty: 3102.783691
	Iteration 124Q: 3 clusters Score -1748458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1748460.250000 Penalty: 3102.783691
	Iteration 125Q: 3 clusters Score -1748460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1748461.875000 Penalty: 3102.783691
	Iteration 126Q: 3 clusters Score -1748462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1748462.125000 Penalty: 3102.783691
	Iteration 127Q: 3 clusters Score -1748462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1748462.125000 Penalty: 3102.783691
	Iteration 128F: 3 clusters Score -1748462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Entering Unmasked Estep 
Score: -1280986.125000 Penalty: 1499.531372
	Iteration 0F: 2 clusters Score -1280986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1273726.625000 Penalty: 2999.062744
	Iteration 0F: 3 clusters Score -1273727 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1276090.125000 Penalty: 2999.062744
	Iteration 1F: 3 clusters Score -1276090 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1276293.000000 Penalty: 2999.062744
	Iteration 2F: 3 clusters Score -1276293 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1276425.500000 Penalty: 2999.062744
	Iteration 3Q: 3 clusters Score -1276426 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1276520.500000 Penalty: 2999.062744
	Iteration 4Q: 3 clusters Score -1276520 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1276605.375000 Penalty: 2999.062744
	Iteration 5Q: 3 clusters Score -1276605 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1276698.500000 Penalty: 2999.062744
	Iteration 6Q: 3 clusters Score -1276698 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1276792.500000 Penalty: 2999.062744
	Iteration 7Q: 3 clusters Score -1276792 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1276909.125000 Penalty: 2999.062744
	Iteration 8Q: 3 clusters Score -1276909 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1277048.375000 Penalty: 2999.062744
	Iteration 9Q: 3 clusters Score -1277048 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1277240.875000 Penalty: 2999.062744
	Iteration 10Q: 3 clusters Score -1277241 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1277484.875000 Penalty: 2999.062744
	Iteration 11Q: 3 clusters Score -1277485 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1277779.750000 Penalty: 2999.062744
	Iteration 12Q: 3 clusters Score -1277780 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1278121.000000 Penalty: 2999.062744
	Iteration 13Q: 3 clusters Score -1278121 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1278492.500000 Penalty: 2999.062744
	Iteration 14Q: 3 clusters Score -1278492 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1278845.375000 Penalty: 2999.062744
	Iteration 15Q: 3 clusters Score -1278845 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1279148.375000 Penalty: 2999.062744
	Iteration 16Q: 3 clusters Score -1279148 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1279342.750000 Penalty: 2999.062744
	Iteration 17Q: 3 clusters Score -1279343 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1279450.125000 Penalty: 2999.062744
	Iteration 18Q: 3 clusters Score -1279450 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1279532.250000 Penalty: 2999.062744
	Iteration 19Q: 3 clusters Score -1279532 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1279586.750000 Penalty: 2999.062744
	Iteration 20F: 3 clusters Score -1279587 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1279612.000000 Penalty: 2999.062744
	Iteration 21Q: 3 clusters Score -1279612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1279634.750000 Penalty: 2999.062744
	Iteration 22Q: 3 clusters Score -1279635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1279655.250000 Penalty: 2999.062744
	Iteration 23Q: 3 clusters Score -1279655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1279662.875000 Penalty: 2999.062744
	Iteration 24Q: 3 clusters Score -1279663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1279676.625000 Penalty: 2999.062744
	Iteration 25Q: 3 clusters Score -1279677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1279680.500000 Penalty: 2999.062744
	Iteration 26Q: 3 clusters Score -1279680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1279685.500000 Penalty: 2999.062744
	Iteration 27Q: 3 clusters Score -1279686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1279691.750000 Penalty: 2999.062744
	Iteration 28Q: 3 clusters Score -1279692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1279694.500000 Penalty: 2999.062744
	Iteration 29Q: 3 clusters Score -1279694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1279693.875000 Penalty: 2999.062744
	Iteration 30Q: 3 clusters Score -1279694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1279694.125000 Penalty: 2999.062744
	Iteration 31Q: 3 clusters Score -1279694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1279696.250000 Penalty: 2999.062744
	Iteration 32Q: 3 clusters Score -1279696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1279698.625000 Penalty: 2999.062744
	Iteration 33Q: 3 clusters Score -1279699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1279700.625000 Penalty: 2999.062744
	Iteration 34Q: 3 clusters Score -1279701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1279701.375000 Penalty: 2999.062744
	Iteration 35Q: 3 clusters Score -1279701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1279702.125000 Penalty: 2999.062744
	Iteration 36Q: 3 clusters Score -1279702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1279702.125000 Penalty: 2999.062744
	Iteration 37F: 3 clusters Score -1279702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Entering Unmasked Estep 
Score: -1203728.125000 Penalty: 1492.031982
	Iteration 0F: 2 clusters Score -1203728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1196823.000000 Penalty: 2984.063965
	Iteration 0F: 3 clusters Score -1196823 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1199184.250000 Penalty: 2984.063965
	Iteration 1F: 3 clusters Score -1199184 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1199539.750000 Penalty: 2984.063965
	Iteration 2F: 3 clusters Score -1199540 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1199833.250000 Penalty: 2984.063965
	Iteration 3F: 3 clusters Score -1199833 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1200116.125000 Penalty: 2984.063965
	Iteration 4F: 3 clusters Score -1200116 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1200368.000000 Penalty: 2984.063965
	Iteration 5Q: 3 clusters Score -1200368 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1200595.500000 Penalty: 2984.063965
	Iteration 6Q: 3 clusters Score -1200596 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1200825.750000 Penalty: 2984.063965
	Iteration 7Q: 3 clusters Score -1200826 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1201087.000000 Penalty: 2984.063965
	Iteration 8Q: 3 clusters Score -1201087 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1201345.750000 Penalty: 2984.063965
	Iteration 9Q: 3 clusters Score -1201346 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1201607.750000 Penalty: 2984.063965
	Iteration 10Q: 3 clusters Score -1201608 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1201815.125000 Penalty: 2984.063965
	Iteration 11Q: 3 clusters Score -1201815 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1201978.000000 Penalty: 2984.063965
	Iteration 12Q: 3 clusters Score -1201978 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1202121.875000 Penalty: 2984.063965
	Iteration 13Q: 3 clusters Score -1202122 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1202220.875000 Penalty: 2984.063965
	Iteration 14Q: 3 clusters Score -1202221 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1202286.500000 Penalty: 2984.063965
	Iteration 15Q: 3 clusters Score -1202286 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1202343.500000 Penalty: 2984.063965
	Iteration 16Q: 3 clusters Score -1202344 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1202377.625000 Penalty: 2984.063965
	Iteration 17Q: 3 clusters Score -1202378 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1202410.125000 Penalty: 2984.063965
	Iteration 18Q: 3 clusters Score -1202410 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1202427.375000 Penalty: 2984.063965
	Iteration 19Q: 3 clusters Score -1202427 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1202442.000000 Penalty: 2984.063965
	Iteration 20F: 3 clusters Score -1202442 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1202463.250000 Penalty: 2984.063965
	Iteration 21Q: 3 clusters Score -1202463 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1202486.500000 Penalty: 2984.063965
	Iteration 22Q: 3 clusters Score -1202486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1202496.375000 Penalty: 2984.063965
	Iteration 23Q: 3 clusters Score -1202496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1202506.125000 Penalty: 2984.063965
	Iteration 24Q: 3 clusters Score -1202506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1202518.250000 Penalty: 2984.063965
	Iteration 25Q: 3 clusters Score -1202518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1202529.375000 Penalty: 2984.063965
	Iteration 26Q: 3 clusters Score -1202529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1202540.000000 Penalty: 2984.063965
	Iteration 27Q: 3 clusters Score -1202540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1202549.750000 Penalty: 2984.063965
	Iteration 28Q: 3 clusters Score -1202550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1202562.250000 Penalty: 2984.063965
	Iteration 29Q: 3 clusters Score -1202562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1202568.625000 Penalty: 2984.063965
	Iteration 30Q: 3 clusters Score -1202569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1202578.125000 Penalty: 2984.063965
	Iteration 31Q: 3 clusters Score -1202578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1202582.500000 Penalty: 2984.063965
	Iteration 32Q: 3 clusters Score -1202582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1202586.625000 Penalty: 2984.063965
	Iteration 33Q: 3 clusters Score -1202587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1202589.000000 Penalty: 2984.063965
	Iteration 34Q: 3 clusters Score -1202589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1202590.125000 Penalty: 2984.063965
	Iteration 35Q: 3 clusters Score -1202590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1202590.625000 Penalty: 2984.063965
	Iteration 36Q: 3 clusters Score -1202591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1202593.875000 Penalty: 2984.063965
	Iteration 37Q: 3 clusters Score -1202594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1202598.250000 Penalty: 2984.063965
	Iteration 38Q: 3 clusters Score -1202598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1202601.250000 Penalty: 2984.063965
	Iteration 39Q: 3 clusters Score -1202601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1202607.500000 Penalty: 2984.063965
	Iteration 40F: 3 clusters Score -1202608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1202615.000000 Penalty: 2984.063965
	Iteration 41Q: 3 clusters Score -1202615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1202622.875000 Penalty: 2984.063965
	Iteration 42Q: 3 clusters Score -1202623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1202622.625000 Penalty: 2984.063965
	Iteration 43Q: 3 clusters Score -1202623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1202625.250000 Penalty: 2984.063965
	Iteration 44Q: 3 clusters Score -1202625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1202627.000000 Penalty: 2984.063965
	Iteration 45Q: 3 clusters Score -1202627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1202627.250000 Penalty: 2984.063965
	Iteration 46Q: 3 clusters Score -1202627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1202628.750000 Penalty: 2984.063965
	Iteration 47Q: 3 clusters Score -1202629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1202627.375000 Penalty: 2984.063965
	Iteration 48Q: 3 clusters Score -1202627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1202629.750000 Penalty: 2984.063965
	Iteration 49Q: 3 clusters Score -1202630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1202632.500000 Penalty: 2984.063965
	Iteration 50Q: 3 clusters Score -1202632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1202636.250000 Penalty: 2984.063965
	Iteration 51Q: 3 clusters Score -1202636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1202638.125000 Penalty: 2984.063965
	Iteration 52Q: 3 clusters Score -1202638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1202642.250000 Penalty: 2984.063965
	Iteration 53Q: 3 clusters Score -1202642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1202644.750000 Penalty: 2984.063965
	Iteration 54Q: 3 clusters Score -1202645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1202649.875000 Penalty: 2984.063965
	Iteration 55Q: 3 clusters Score -1202650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1202652.375000 Penalty: 2984.063965
	Iteration 56Q: 3 clusters Score -1202652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1202654.000000 Penalty: 2984.063965
	Iteration 57Q: 3 clusters Score -1202654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1202653.250000 Penalty: 2984.063965
	Iteration 58Q: 3 clusters Score -1202653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1202653.250000 Penalty: 2984.063965
	Iteration 59F: 3 clusters Score -1202653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -49891.843750 Penalty: 986.869751
	Iteration 0F: 2 clusters Score -49891.84 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 217 members 
Entering Unmasked Estep 
Score: -48943.875000 Penalty: 1973.739502
	Iteration 0F: 3 clusters Score -48943.88 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -49166.285156 Penalty: 1973.739502
	Iteration 1F: 3 clusters Score -49166.29 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -49238.976562 Penalty: 1973.739502
	Iteration 2F: 3 clusters Score -49238.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -49295.824219 Penalty: 1973.739502
	Iteration 3Q: 3 clusters Score -49295.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -49313.730469 Penalty: 1973.739502
	Iteration 4Q: 3 clusters Score -49313.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -49320.371094 Penalty: 1973.739502
	Iteration 5Q: 3 clusters Score -49320.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -49321.058594 Penalty: 1973.739502
	Iteration 6Q: 3 clusters Score -49321.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -49321.058594 Penalty: 1973.739502
	Iteration 7F: 3 clusters Score -49321.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (92494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92494 members 
Entering Unmasked Estep 
Score: -11651837.000000 Penalty: 1858.171143
	Iteration 0F: 2 clusters Score -1.165184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -11591526.000000 Penalty: 3716.342285
	Iteration 0F: 3 clusters Score -1.159153e+07 nChanged 44413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 48769 members 
Entering Unmasked Estep 
Score: -11617583.000000 Penalty: 3716.342285
	Iteration 1F: 3 clusters Score -1.161758e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 50095 members 
Entering Unmasked Estep 
Score: -11618560.000000 Penalty: 3716.342285
	Iteration 2Q: 3 clusters Score -1.161856e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -11619944.000000 Penalty: 3716.342285
	Iteration 3Q: 3 clusters Score -1.161994e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -11621781.000000 Penalty: 3716.342285
	Iteration 4Q: 3 clusters Score -1.162178e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 56445 members 
Entering Unmasked Estep 
Score: -11624317.000000 Penalty: 3716.342285
	Iteration 5Q: 3 clusters Score -1.162432e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 59316 members 
Entering Unmasked Estep 
Score: -11627334.000000 Penalty: 3716.342285
	Iteration 6F: 3 clusters Score -1.162733e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 62252 members 
Entering Unmasked Estep 
Score: -11631073.000000 Penalty: 3716.342285
	Iteration 7F: 3 clusters Score -1.163107e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 64837 members 
Entering Unmasked Estep 
Score: -11634987.000000 Penalty: 3716.342285
	Iteration 8F: 3 clusters Score -1.163499e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 66865 members 
Entering Unmasked Estep 
Score: -11638270.000000 Penalty: 3716.342285
	Iteration 9F: 3 clusters Score -1.163827e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 68407 members 
Entering Unmasked Estep 
Score: -11640181.000000 Penalty: 3716.342285
	Iteration 10Q: 3 clusters Score -1.164018e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 69723 members 
Entering Unmasked Estep 
Score: -11641237.000000 Penalty: 3716.342285
	Iteration 11Q: 3 clusters Score -1.164124e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 71007 members 
Entering Unmasked Estep 
Score: -11641903.000000 Penalty: 3716.342285
	Iteration 12Q: 3 clusters Score -1.16419e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 72245 members 
Entering Unmasked Estep 
Score: -11642377.000000 Penalty: 3716.342285
	Iteration 13Q: 3 clusters Score -1.164238e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 73487 members 
Entering Unmasked Estep 
Score: -11642797.000000 Penalty: 3716.342285
	Iteration 14Q: 3 clusters Score -1.16428e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 74760 members 
Entering Unmasked Estep 
Score: -11643250.000000 Penalty: 3716.342285
	Iteration 15Q: 3 clusters Score -1.164325e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 76066 members 
Entering Unmasked Estep 
Score: -11643735.000000 Penalty: 3716.342285
	Iteration 16Q: 3 clusters Score -1.164374e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 77370 members 
Entering Unmasked Estep 
Score: -11644172.000000 Penalty: 3716.342285
	Iteration 17Q: 3 clusters Score -1.164417e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 78651 members 
Entering Unmasked Estep 
Score: -11644610.000000 Penalty: 3716.342285
	Iteration 18Q: 3 clusters Score -1.164461e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 79843 members 
Entering Unmasked Estep 
Score: -11645103.000000 Penalty: 3716.342285
	Iteration 19Q: 3 clusters Score -1.16451e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 81000 members 
Entering Unmasked Estep 
Score: -11645626.000000 Penalty: 3716.342285
	Iteration 20F: 3 clusters Score -1.164563e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 82186 members 
Entering Unmasked Estep 
Score: -11646200.000000 Penalty: 3716.342285
	Iteration 21Q: 3 clusters Score -1.16462e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 83322 members 
Entering Unmasked Estep 
Score: -11646710.000000 Penalty: 3716.342285
	Iteration 22Q: 3 clusters Score -1.164671e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 84366 members 
Entering Unmasked Estep 
Score: -11647179.000000 Penalty: 3716.342285
	Iteration 23Q: 3 clusters Score -1.164718e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 85316 members 
Entering Unmasked Estep 
Score: -11647636.000000 Penalty: 3716.342285
	Iteration 24Q: 3 clusters Score -1.164764e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 86183 members 
Entering Unmasked Estep 
Score: -11648002.000000 Penalty: 3716.342285
	Iteration 25Q: 3 clusters Score -1.1648e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 87017 members 
Entering Unmasked Estep 
Score: -11648373.000000 Penalty: 3716.342285
	Iteration 26Q: 3 clusters Score -1.164837e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 87727 members 
Entering Unmasked Estep 
Score: -11648686.000000 Penalty: 3716.342285
	Iteration 27Q: 3 clusters Score -1.164869e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 88390 members 
Entering Unmasked Estep 
Score: -11649094.000000 Penalty: 3716.342285
	Iteration 28Q: 3 clusters Score -1.164909e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 88937 members 
Entering Unmasked Estep 
Score: -11649425.000000 Penalty: 3716.342285
	Iteration 29Q: 3 clusters Score -1.164942e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 89435 members 
Entering Unmasked Estep 
Score: -11649663.000000 Penalty: 3716.342285
	Iteration 30Q: 3 clusters Score -1.164966e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 89841 members 
Entering Unmasked Estep 
Score: -11649845.000000 Penalty: 3716.342285
	Iteration 31Q: 3 clusters Score -1.164984e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 90153 members 
Entering Unmasked Estep 
Score: -11649942.000000 Penalty: 3716.342285
	Iteration 32Q: 3 clusters Score -1.164994e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 90394 members 
Entering Unmasked Estep 
Score: -11650064.000000 Penalty: 3716.342285
	Iteration 33Q: 3 clusters Score -1.165006e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 90577 members 
Entering Unmasked Estep 
Score: -11650130.000000 Penalty: 3716.342285
	Iteration 34Q: 3 clusters Score -1.165013e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 90719 members 
Entering Unmasked Estep 
Score: -11650195.000000 Penalty: 3716.342285
	Iteration 35Q: 3 clusters Score -1.16502e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 90840 members 
Entering Unmasked Estep 
Score: -11650248.000000 Penalty: 3716.342285
	Iteration 36Q: 3 clusters Score -1.165025e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 90939 members 
Entering Unmasked Estep 
Score: -11650269.000000 Penalty: 3716.342285
	Iteration 37Q: 3 clusters Score -1.165027e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 91016 members 
Entering Unmasked Estep 
Score: -11650299.000000 Penalty: 3716.342285
	Iteration 38Q: 3 clusters Score -1.16503e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 91084 members 
Entering Unmasked Estep 
Score: -11650336.000000 Penalty: 3716.342285
	Iteration 39Q: 3 clusters Score -1.165034e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 91143 members 
Entering Unmasked Estep 
Score: -11650361.000000 Penalty: 3716.342285
	Iteration 40F: 3 clusters Score -1.165036e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 91195 members 
Entering Unmasked Estep 
Score: -11650372.000000 Penalty: 3716.342285
	Iteration 41Q: 3 clusters Score -1.165037e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 91243 members 
Entering Unmasked Estep 
Score: -11650409.000000 Penalty: 3716.342285
	Iteration 42Q: 3 clusters Score -1.165041e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 91275 members 
Entering Unmasked Estep 
Score: -11650394.000000 Penalty: 3716.342285
	Iteration 43Q: 3 clusters Score -1.165039e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 91301 members 
Entering Unmasked Estep 
Score: -11650402.000000 Penalty: 3716.342285
	Iteration 44Q: 3 clusters Score -1.16504e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 91328 members 
Entering Unmasked Estep 
Score: -11650400.000000 Penalty: 3716.342285
	Iteration 45Q: 3 clusters Score -1.16504e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 91356 members 
Entering Unmasked Estep 
Score: -11650381.000000 Penalty: 3716.342285
	Iteration 46Q: 3 clusters Score -1.165038e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 91383 members 
Entering Unmasked Estep 
Score: -11650392.000000 Penalty: 3716.342285
	Iteration 47Q: 3 clusters Score -1.165039e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 91405 members 
Entering Unmasked Estep 
Score: -11650401.000000 Penalty: 3716.342285
	Iteration 48Q: 3 clusters Score -1.16504e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 91422 members 
Entering Unmasked Estep 
Score: -11650420.000000 Penalty: 3716.342285
	Iteration 49Q: 3 clusters Score -1.165042e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 91437 members 
Entering Unmasked Estep 
Score: -11650418.000000 Penalty: 3716.342285
	Iteration 50Q: 3 clusters Score -1.165042e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 91450 members 
Entering Unmasked Estep 
Score: -11650407.000000 Penalty: 3716.342285
	Iteration 51Q: 3 clusters Score -1.165041e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 91459 members 
Entering Unmasked Estep 
Score: -11650408.000000 Penalty: 3716.342285
	Iteration 52Q: 3 clusters Score -1.165041e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 91468 members 
Entering Unmasked Estep 
Score: -11650414.000000 Penalty: 3716.342285
	Iteration 53Q: 3 clusters Score -1.165041e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 91486 members 
Entering Unmasked Estep 
Score: -11650421.000000 Penalty: 3716.342285
	Iteration 54Q: 3 clusters Score -1.165042e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 91505 members 
Entering Unmasked Estep 
Score: -11650430.000000 Penalty: 3716.342285
	Iteration 55Q: 3 clusters Score -1.165043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 91513 members 
Entering Unmasked Estep 
Score: -11650433.000000 Penalty: 3716.342285
	Iteration 56Q: 3 clusters Score -1.165043e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 91516 members 
Entering Unmasked Estep 
Score: -11650449.000000 Penalty: 3716.342285
	Iteration 57Q: 3 clusters Score -1.165045e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 91524 members 
Entering Unmasked Estep 
Score: -11650447.000000 Penalty: 3716.342285
	Iteration 58Q: 3 clusters Score -1.165045e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 91533 members 
Entering Unmasked Estep 
Score: -11650437.000000 Penalty: 3716.342285
	Iteration 59Q: 3 clusters Score -1.165044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 91544 members 
Entering Unmasked Estep 
Score: -11650454.000000 Penalty: 3716.342285
	Iteration 60F: 3 clusters Score -1.165045e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 91551 members 
Entering Unmasked Estep 
Score: -11650456.000000 Penalty: 3716.342285
	Iteration 61Q: 3 clusters Score -1.165046e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 91559 members 
Entering Unmasked Estep 
Score: -11650461.000000 Penalty: 3716.342285
	Iteration 62Q: 3 clusters Score -1.165046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 91565 members 
Entering Unmasked Estep 
Score: -11650471.000000 Penalty: 3716.342285
	Iteration 63Q: 3 clusters Score -1.165047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 91567 members 
Entering Unmasked Estep 
Score: -11650467.000000 Penalty: 3716.342285
	Iteration 64Q: 3 clusters Score -1.165047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 91570 members 
Entering Unmasked Estep 
Score: -11650475.000000 Penalty: 3716.342285
	Iteration 65Q: 3 clusters Score -1.165048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 91575 members 
Entering Unmasked Estep 
Score: -11650472.000000 Penalty: 3716.342285
	Iteration 66Q: 3 clusters Score -1.165047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 91580 members 
Entering Unmasked Estep 
Score: -11650479.000000 Penalty: 3716.342285
	Iteration 67Q: 3 clusters Score -1.165048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 91582 members 
Entering Unmasked Estep 
Score: -11650481.000000 Penalty: 3716.342285
	Iteration 68Q: 3 clusters Score -1.165048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 91586 members 
Entering Unmasked Estep 
Score: -11650477.000000 Penalty: 3716.342285
	Iteration 69Q: 3 clusters Score -1.165048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 91588 members 
Entering Unmasked Estep 
Score: -11650483.000000 Penalty: 3716.342285
	Iteration 70Q: 3 clusters Score -1.165048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 91591 members 
Entering Unmasked Estep 
Score: -11650493.000000 Penalty: 3716.342285
	Iteration 71Q: 3 clusters Score -1.165049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 91596 members 
Entering Unmasked Estep 
Score: -11650484.000000 Penalty: 3716.342285
	Iteration 72Q: 3 clusters Score -1.165048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 91597 members 
Entering Unmasked Estep 
Score: -11650488.000000 Penalty: 3716.342285
	Iteration 73Q: 3 clusters Score -1.165049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 91598 members 
Entering Unmasked Estep 
Score: -11650492.000000 Penalty: 3716.342285
	Iteration 74Q: 3 clusters Score -1.165049e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 91598 members 
Entering Unmasked Estep 
Score: -11650492.000000 Penalty: 3716.342285
	Iteration 75F: 3 clusters Score -1.165049e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -47823.988281 Penalty: 1011.812195
	Iteration 0F: 2 clusters Score -47823.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46922.742188 Penalty: 2023.624390
	Iteration 0F: 3 clusters Score -46922.74 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47278.140625 Penalty: 2023.624390
	Iteration 1F: 3 clusters Score -47278.14 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -47494.414062 Penalty: 2023.624390
	Iteration 2F: 3 clusters Score -47494.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -47610.835938 Penalty: 2023.624390
	Iteration 3F: 3 clusters Score -47610.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -47661.945312 Penalty: 2023.624390
	Iteration 4Q: 3 clusters Score -47661.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -47724.125000 Penalty: 2023.624390
	Iteration 5Q: 3 clusters Score -47724.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -47788.414062 Penalty: 2023.624390
	Iteration 6Q: 3 clusters Score -47788.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -47845.871094 Penalty: 2023.624390
	Iteration 7Q: 3 clusters Score -47845.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -47868.386719 Penalty: 2023.624390
	Iteration 8Q: 3 clusters Score -47868.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -47880.761719 Penalty: 2023.624390
	Iteration 9Q: 3 clusters Score -47880.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -47881.730469 Penalty: 2023.624390
	Iteration 10Q: 3 clusters Score -47881.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -47882.148438 Penalty: 2023.624390
	Iteration 11Q: 3 clusters Score -47882.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -47882.148438 Penalty: 2023.624390
	Iteration 12F: 3 clusters Score -47882.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 117516 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9439 members 
Mstep: Class 6 contains 38465 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6927 members 
Mstep: Class 9 contains 98692 members 
Mstep: Class 10 contains 81048 members 
Mstep: Class 11 contains 101182 members 
Mstep: Class 12 contains 55321 members 
Mstep: Class 13 contains 4960 members 
Mstep: Class 14 contains 91148 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4689 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 20978 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10106 members 
Mstep: Class 25 contains 102004 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6506 members 
Mstep: Class 28 contains 2732 members 
Mstep: Class 29 contains 3692 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 14003 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92494 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7654 members 
Mstep: Class 41 contains 1706 members 
Mstep: Class 42 contains 299 members 
Entering Unmasked Estep 
Score: -111779992.000000 Penalty: 93710.203125
Splitting cluster 38 changes total score from -111781280.000000 to -111779992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (1226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Entering Unmasked Estep 
Score: -135890.281250 Penalty: 1155.620728
	Iteration 0F: 2 clusters Score -135890.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -134282.734375 Penalty: 2311.241455
	Iteration 0F: 3 clusters Score -134282.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -134658.953125 Penalty: 2311.241455
	Iteration 1F: 3 clusters Score -134659 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -134829.578125 Penalty: 2311.241455
	Iteration 2F: 3 clusters Score -134829.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -134958.312500 Penalty: 2311.241455
	Iteration 3F: 3 clusters Score -134958.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -135048.593750 Penalty: 2311.241455
	Iteration 4Q: 3 clusters Score -135048.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -135103.000000 Penalty: 2311.241455
	Iteration 5Q: 3 clusters Score -135103 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -135158.500000 Penalty: 2311.241455
	Iteration 6Q: 3 clusters Score -135158.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -135196.484375 Penalty: 2311.241455
	Iteration 7Q: 3 clusters Score -135196.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -135221.859375 Penalty: 2311.241455
	Iteration 8Q: 3 clusters Score -135221.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -135244.375000 Penalty: 2311.241455
	Iteration 9Q: 3 clusters Score -135244.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -135262.546875 Penalty: 2311.241455
	Iteration 10Q: 3 clusters Score -135262.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -135271.328125 Penalty: 2311.241455
	Iteration 11Q: 3 clusters Score -135271.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -135283.359375 Penalty: 2311.241455
	Iteration 12Q: 3 clusters Score -135283.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -135296.015625 Penalty: 2311.241455
	Iteration 13Q: 3 clusters Score -135296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -135305.703125 Penalty: 2311.241455
	Iteration 14Q: 3 clusters Score -135305.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -135309.281250 Penalty: 2311.241455
	Iteration 15Q: 3 clusters Score -135309.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -135311.843750 Penalty: 2311.241455
	Iteration 16Q: 3 clusters Score -135311.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -135315.468750 Penalty: 2311.241455
	Iteration 17Q: 3 clusters Score -135315.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -135317.875000 Penalty: 2311.241455
	Iteration 18Q: 3 clusters Score -135317.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -135319.171875 Penalty: 2311.241455
	Iteration 19Q: 3 clusters Score -135319.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -135319.171875 Penalty: 2311.241455
	Iteration 20F: 3 clusters Score -135319.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Entering Unmasked Estep 
Score: -946121.937500 Penalty: 1453.234863
	Iteration 0F: 2 clusters Score -946121.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -940469.250000 Penalty: 2906.469727
	Iteration 0F: 3 clusters Score -940469.2 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -942284.875000 Penalty: 2906.469727
	Iteration 1F: 3 clusters Score -942284.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -942527.375000 Penalty: 2906.469727
	Iteration 2F: 3 clusters Score -942527.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -942703.812500 Penalty: 2906.469727
	Iteration 3F: 3 clusters Score -942703.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -942870.437500 Penalty: 2906.469727
	Iteration 4Q: 3 clusters Score -942870.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -943011.312500 Penalty: 2906.469727
	Iteration 5Q: 3 clusters Score -943011.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -943136.062500 Penalty: 2906.469727
	Iteration 6Q: 3 clusters Score -943136.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -943266.875000 Penalty: 2906.469727
	Iteration 7Q: 3 clusters Score -943266.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -943398.312500 Penalty: 2906.469727
	Iteration 8Q: 3 clusters Score -943398.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -943531.125000 Penalty: 2906.469727
	Iteration 9Q: 3 clusters Score -943531.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -943640.187500 Penalty: 2906.469727
	Iteration 10Q: 3 clusters Score -943640.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -943724.687500 Penalty: 2906.469727
	Iteration 11Q: 3 clusters Score -943724.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -943788.375000 Penalty: 2906.469727
	Iteration 12Q: 3 clusters Score -943788.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -943854.312500 Penalty: 2906.469727
	Iteration 13Q: 3 clusters Score -943854.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -943908.875000 Penalty: 2906.469727
	Iteration 14Q: 3 clusters Score -943908.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -943963.187500 Penalty: 2906.469727
	Iteration 15Q: 3 clusters Score -943963.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -944004.437500 Penalty: 2906.469727
	Iteration 16Q: 3 clusters Score -944004.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -944045.937500 Penalty: 2906.469727
	Iteration 17Q: 3 clusters Score -944045.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -944074.562500 Penalty: 2906.469727
	Iteration 18Q: 3 clusters Score -944074.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -944097.875000 Penalty: 2906.469727
	Iteration 19Q: 3 clusters Score -944097.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -944115.062500 Penalty: 2906.469727
	Iteration 20F: 3 clusters Score -944115.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -944136.687500 Penalty: 2906.469727
	Iteration 21Q: 3 clusters Score -944136.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -944151.812500 Penalty: 2906.469727
	Iteration 22Q: 3 clusters Score -944151.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -944168.687500 Penalty: 2906.469727
	Iteration 23Q: 3 clusters Score -944168.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -944186.375000 Penalty: 2906.469727
	Iteration 24Q: 3 clusters Score -944186.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -944203.875000 Penalty: 2906.469727
	Iteration 25Q: 3 clusters Score -944203.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -944214.750000 Penalty: 2906.469727
	Iteration 26Q: 3 clusters Score -944214.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -944226.250000 Penalty: 2906.469727
	Iteration 27Q: 3 clusters Score -944226.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -944232.375000 Penalty: 2906.469727
	Iteration 28Q: 3 clusters Score -944232.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -944239.250000 Penalty: 2906.469727
	Iteration 29Q: 3 clusters Score -944239.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -944247.375000 Penalty: 2906.469727
	Iteration 30Q: 3 clusters Score -944247.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -944252.125000 Penalty: 2906.469727
	Iteration 31Q: 3 clusters Score -944252.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -944259.750000 Penalty: 2906.469727
	Iteration 32Q: 3 clusters Score -944259.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -944260.875000 Penalty: 2906.469727
	Iteration 33Q: 3 clusters Score -944260.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -944265.875000 Penalty: 2906.469727
	Iteration 34Q: 3 clusters Score -944265.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -944266.187500 Penalty: 2906.469727
	Iteration 35Q: 3 clusters Score -944266.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -944271.562500 Penalty: 2906.469727
	Iteration 36Q: 3 clusters Score -944271.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -944277.000000 Penalty: 2906.469727
	Iteration 37Q: 3 clusters Score -944277 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -944281.625000 Penalty: 2906.469727
	Iteration 38Q: 3 clusters Score -944281.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -944287.312500 Penalty: 2906.469727
	Iteration 39Q: 3 clusters Score -944287.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -944291.625000 Penalty: 2906.469727
	Iteration 40F: 3 clusters Score -944291.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -944298.375000 Penalty: 2906.469727
	Iteration 41Q: 3 clusters Score -944298.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -944299.125000 Penalty: 2906.469727
	Iteration 42Q: 3 clusters Score -944299.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -944305.000000 Penalty: 2906.469727
	Iteration 43Q: 3 clusters Score -944305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -944308.250000 Penalty: 2906.469727
	Iteration 44Q: 3 clusters Score -944308.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -944310.375000 Penalty: 2906.469727
	Iteration 45Q: 3 clusters Score -944310.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -944313.750000 Penalty: 2906.469727
	Iteration 46Q: 3 clusters Score -944313.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -944316.062500 Penalty: 2906.469727
	Iteration 47Q: 3 clusters Score -944316.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -944322.312500 Penalty: 2906.469727
	Iteration 48Q: 3 clusters Score -944322.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -944325.187500 Penalty: 2906.469727
	Iteration 49Q: 3 clusters Score -944325.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -944329.062500 Penalty: 2906.469727
	Iteration 50Q: 3 clusters Score -944329.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -944335.062500 Penalty: 2906.469727
	Iteration 51Q: 3 clusters Score -944335.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -944338.750000 Penalty: 2906.469727
	Iteration 52Q: 3 clusters Score -944338.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -944344.187500 Penalty: 2906.469727
	Iteration 53Q: 3 clusters Score -944344.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -944349.875000 Penalty: 2906.469727
	Iteration 54Q: 3 clusters Score -944349.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -944357.125000 Penalty: 2906.469727
	Iteration 55Q: 3 clusters Score -944357.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -944365.250000 Penalty: 2906.469727
	Iteration 56Q: 3 clusters Score -944365.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -944371.562500 Penalty: 2906.469727
	Iteration 57Q: 3 clusters Score -944371.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -944382.812500 Penalty: 2906.469727
	Iteration 58Q: 3 clusters Score -944382.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -944385.875000 Penalty: 2906.469727
	Iteration 59Q: 3 clusters Score -944385.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -944393.750000 Penalty: 2906.469727
	Iteration 60F: 3 clusters Score -944393.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -944401.062500 Penalty: 2906.469727
	Iteration 61Q: 3 clusters Score -944401.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -944413.500000 Penalty: 2906.469727
	Iteration 62Q: 3 clusters Score -944413.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -944422.062500 Penalty: 2906.469727
	Iteration 63Q: 3 clusters Score -944422.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -944429.437500 Penalty: 2906.469727
	Iteration 64Q: 3 clusters Score -944429.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -944437.437500 Penalty: 2906.469727
	Iteration 65Q: 3 clusters Score -944437.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -944444.187500 Penalty: 2906.469727
	Iteration 66Q: 3 clusters Score -944444.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -944454.312500 Penalty: 2906.469727
	Iteration 67Q: 3 clusters Score -944454.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -944466.062500 Penalty: 2906.469727
	Iteration 68Q: 3 clusters Score -944466.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -944479.875000 Penalty: 2906.469727
	Iteration 69Q: 3 clusters Score -944479.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -944489.125000 Penalty: 2906.469727
	Iteration 70Q: 3 clusters Score -944489.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -944496.000000 Penalty: 2906.469727
	Iteration 71Q: 3 clusters Score -944496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -944505.062500 Penalty: 2906.469727
	Iteration 72Q: 3 clusters Score -944505.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -944510.937500 Penalty: 2906.469727
	Iteration 73Q: 3 clusters Score -944510.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -944515.312500 Penalty: 2906.469727
	Iteration 74Q: 3 clusters Score -944515.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -944519.687500 Penalty: 2906.469727
	Iteration 75Q: 3 clusters Score -944519.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -944526.687500 Penalty: 2906.469727
	Iteration 76Q: 3 clusters Score -944526.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -944537.812500 Penalty: 2906.469727
	Iteration 77Q: 3 clusters Score -944537.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -944545.500000 Penalty: 2906.469727
	Iteration 78Q: 3 clusters Score -944545.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -944551.687500 Penalty: 2906.469727
	Iteration 79Q: 3 clusters Score -944551.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -944558.500000 Penalty: 2906.469727
	Iteration 80F: 3 clusters Score -944558.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -944564.187500 Penalty: 2906.469727
	Iteration 81Q: 3 clusters Score -944564.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -944572.250000 Penalty: 2906.469727
	Iteration 82Q: 3 clusters Score -944572.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -944574.625000 Penalty: 2906.469727
	Iteration 83Q: 3 clusters Score -944574.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -944580.250000 Penalty: 2906.469727
	Iteration 84Q: 3 clusters Score -944580.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -944590.375000 Penalty: 2906.469727
	Iteration 85Q: 3 clusters Score -944590.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -944599.250000 Penalty: 2906.469727
	Iteration 86Q: 3 clusters Score -944599.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -944609.375000 Penalty: 2906.469727
	Iteration 87Q: 3 clusters Score -944609.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -944623.187500 Penalty: 2906.469727
	Iteration 88Q: 3 clusters Score -944623.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -944634.750000 Penalty: 2906.469727
	Iteration 89Q: 3 clusters Score -944634.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -944647.250000 Penalty: 2906.469727
	Iteration 90Q: 3 clusters Score -944647.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -944659.750000 Penalty: 2906.469727
	Iteration 91Q: 3 clusters Score -944659.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -944676.375000 Penalty: 2906.469727
	Iteration 92Q: 3 clusters Score -944676.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -944687.625000 Penalty: 2906.469727
	Iteration 93Q: 3 clusters Score -944687.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -944703.437500 Penalty: 2906.469727
	Iteration 94Q: 3 clusters Score -944703.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -944714.500000 Penalty: 2906.469727
	Iteration 95Q: 3 clusters Score -944714.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -944727.750000 Penalty: 2906.469727
	Iteration 96Q: 3 clusters Score -944727.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -944736.312500 Penalty: 2906.469727
	Iteration 97Q: 3 clusters Score -944736.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -944750.250000 Penalty: 2906.469727
	Iteration 98Q: 3 clusters Score -944750.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -944771.750000 Penalty: 2906.469727
	Iteration 99Q: 3 clusters Score -944771.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -944790.375000 Penalty: 2906.469727
	Iteration 100F: 3 clusters Score -944790.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -944803.437500 Penalty: 2906.469727
	Iteration 101Q: 3 clusters Score -944803.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -944818.125000 Penalty: 2906.469727
	Iteration 102Q: 3 clusters Score -944818.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -944833.562500 Penalty: 2906.469727
	Iteration 103Q: 3 clusters Score -944833.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -944842.312500 Penalty: 2906.469727
	Iteration 104Q: 3 clusters Score -944842.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -944858.187500 Penalty: 2906.469727
	Iteration 105Q: 3 clusters Score -944858.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -944877.062500 Penalty: 2906.469727
	Iteration 106Q: 3 clusters Score -944877.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -944892.937500 Penalty: 2906.469727
	Iteration 107Q: 3 clusters Score -944892.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -944909.750000 Penalty: 2906.469727
	Iteration 108Q: 3 clusters Score -944909.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -944919.875000 Penalty: 2906.469727
	Iteration 109Q: 3 clusters Score -944919.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -944930.937500 Penalty: 2906.469727
	Iteration 110Q: 3 clusters Score -944930.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -944939.625000 Penalty: 2906.469727
	Iteration 111Q: 3 clusters Score -944939.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -944945.500000 Penalty: 2906.469727
	Iteration 112Q: 3 clusters Score -944945.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -944952.250000 Penalty: 2906.469727
	Iteration 113Q: 3 clusters Score -944952.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -944955.750000 Penalty: 2906.469727
	Iteration 114Q: 3 clusters Score -944955.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -944958.437500 Penalty: 2906.469727
	Iteration 115Q: 3 clusters Score -944958.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -944958.500000 Penalty: 2906.469727
	Iteration 116Q: 3 clusters Score -944958.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -944958.562500 Penalty: 2906.469727
	Iteration 117Q: 3 clusters Score -944958.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -944962.000000 Penalty: 2906.469727
	Iteration 118Q: 3 clusters Score -944962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -944963.312500 Penalty: 2906.469727
	Iteration 119Q: 3 clusters Score -944963.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -944964.937500 Penalty: 2906.469727
	Iteration 120F: 3 clusters Score -944964.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -944967.937500 Penalty: 2906.469727
	Iteration 121Q: 3 clusters Score -944967.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -944968.375000 Penalty: 2906.469727
	Iteration 122Q: 3 clusters Score -944968.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -944972.625000 Penalty: 2906.469727
	Iteration 123Q: 3 clusters Score -944972.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -944981.562500 Penalty: 2906.469727
	Iteration 124Q: 3 clusters Score -944981.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -944984.812500 Penalty: 2906.469727
	Iteration 125Q: 3 clusters Score -944984.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -944985.250000 Penalty: 2906.469727
	Iteration 126Q: 3 clusters Score -944985.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -944986.937500 Penalty: 2906.469727
	Iteration 127Q: 3 clusters Score -944986.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -944990.437500 Penalty: 2906.469727
	Iteration 128Q: 3 clusters Score -944990.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -944997.750000 Penalty: 2906.469727
	Iteration 129Q: 3 clusters Score -944997.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -945000.437500 Penalty: 2906.469727
	Iteration 130Q: 3 clusters Score -945000.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -945001.000000 Penalty: 2906.469727
	Iteration 131Q: 3 clusters Score -945001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -945002.250000 Penalty: 2906.469727
	Iteration 132Q: 3 clusters Score -945002.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -945005.562500 Penalty: 2906.469727
	Iteration 133Q: 3 clusters Score -945005.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -945005.937500 Penalty: 2906.469727
	Iteration 134Q: 3 clusters Score -945005.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -945006.187500 Penalty: 2906.469727
	Iteration 135Q: 3 clusters Score -945006.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -945007.187500 Penalty: 2906.469727
	Iteration 136Q: 3 clusters Score -945007.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -945007.937500 Penalty: 2906.469727
	Iteration 137Q: 3 clusters Score -945007.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -945007.937500 Penalty: 2906.469727
	Iteration 138F: 3 clusters Score -945007.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -213348.234375 Penalty: 1209.309937
	Iteration 0F: 2 clusters Score -213348.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -211471.859375 Penalty: 2418.619873
	Iteration 0F: 3 clusters Score -211471.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -211798.968750 Penalty: 2418.619873
	Iteration 1F: 3 clusters Score -211799 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -211896.203125 Penalty: 2418.619873
	Iteration 2F: 3 clusters Score -211896.2 nChanged 89
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: -211967.890625 Penalty: 2418.619873
	Iteration 3F: 3 clusters Score -211967.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -212014.546875 Penalty: 2418.619873
	Iteration 4Q: 3 clusters Score -212014.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -212042.562500 Penalty: 2418.619873
	Iteration 5Q: 3 clusters Score -212042.6 nChanged 33
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: -212062.671875 Penalty: 2418.619873
	Iteration 6Q: 3 clusters Score -212062.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -212075.453125 Penalty: 2418.619873
	Iteration 7Q: 3 clusters Score -212075.5 nChanged 23
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: -212089.140625 Penalty: 2418.619873
	Iteration 8Q: 3 clusters Score -212089.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -212102.750000 Penalty: 2418.619873
	Iteration 9Q: 3 clusters Score -212102.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -212108.921875 Penalty: 2418.619873
	Iteration 10Q: 3 clusters Score -212108.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -212111.765625 Penalty: 2418.619873
	Iteration 11Q: 3 clusters Score -212111.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -212116.187500 Penalty: 2418.619873
	Iteration 12Q: 3 clusters Score -212116.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -212119.937500 Penalty: 2418.619873
	Iteration 13Q: 3 clusters Score -212119.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -212122.859375 Penalty: 2418.619873
	Iteration 14Q: 3 clusters Score -212122.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -212125.968750 Penalty: 2418.619873
	Iteration 15Q: 3 clusters Score -212126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -212129.484375 Penalty: 2418.619873
	Iteration 16Q: 3 clusters Score -212129.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -212131.562500 Penalty: 2418.619873
	Iteration 17Q: 3 clusters Score -212131.6 nChanged 1
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: -212132.140625 Penalty: 2418.619873
	Iteration 18Q: 3 clusters Score -212132.1 nChanged 0
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: -212132.140625 Penalty: 2418.619873
	Iteration 19F: 3 clusters Score -212132.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 117516 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9439 members 
Mstep: Class 6 contains 38465 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6927 members 
Mstep: Class 9 contains 98692 members 
Mstep: Class 10 contains 81048 members 
Mstep: Class 11 contains 101182 members 
Mstep: Class 12 contains 55321 members 
Mstep: Class 13 contains 4960 members 
Mstep: Class 14 contains 91148 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4689 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 20978 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10106 members 
Mstep: Class 25 contains 102004 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6506 members 
Mstep: Class 28 contains 2732 members 
Mstep: Class 29 contains 3692 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 14003 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92494 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7654 members 
Mstep: Class 41 contains 1706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781176.000000 Penalty: 91479.007812
Iteration 479Q: 42 clusters Score -1.117812e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 117488 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9438 members 
Mstep: Class 6 contains 38468 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6928 members 
Mstep: Class 9 contains 98680 members 
Mstep: Class 10 contains 81039 members 
Mstep: Class 11 contains 101191 members 
Mstep: Class 12 contains 55321 members 
Mstep: Class 13 contains 4958 members 
Mstep: Class 14 contains 91122 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4690 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 20980 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10104 members 
Mstep: Class 25 contains 102012 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6506 members 
Mstep: Class 28 contains 2732 members 
Mstep: Class 29 contains 3691 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 14005 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9718 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92552 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7654 members 
Mstep: Class 41 contains 1706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781128.000000 Penalty: 91479.007812
Iteration 480F: 42 clusters Score -1.117811e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 117457 members 
Mstep: Class 3 contains 6522 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9438 members 
Mstep: Class 6 contains 38475 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6927 members 
Mstep: Class 9 contains 98682 members 
Mstep: Class 10 contains 81021 members 
Mstep: Class 11 contains 101194 members 
Mstep: Class 12 contains 55319 members 
Mstep: Class 13 contains 4958 members 
Mstep: Class 14 contains 91108 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4690 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 20981 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10101 members 
Mstep: Class 25 contains 102008 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6507 members 
Mstep: Class 28 contains 2732 members 
Mstep: Class 29 contains 3689 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 14005 members 
Mstep: Class 34 contains 10177 members 
Mstep: Class 35 contains 9719 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92613 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7655 members 
Mstep: Class 41 contains 1706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781048.000000 Penalty: 91479.007812
Iteration 481Q: 42 clusters Score -1.11781e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 117433 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9438 members 
Mstep: Class 6 contains 38478 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6926 members 
Mstep: Class 9 contains 98677 members 
Mstep: Class 10 contains 81012 members 
Mstep: Class 11 contains 101198 members 
Mstep: Class 12 contains 55318 members 
Mstep: Class 13 contains 4959 members 
Mstep: Class 14 contains 91095 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4689 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 20986 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10101 members 
Mstep: Class 25 contains 102008 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6508 members 
Mstep: Class 28 contains 2732 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 14003 members 
Mstep: Class 34 contains 10176 members 
Mstep: Class 35 contains 9720 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92655 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7656 members 
Mstep: Class 41 contains 1706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780928.000000 Penalty: 91479.007812
Iteration 482Q: 42 clusters Score -1.117809e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 117394 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9438 members 
Mstep: Class 6 contains 38483 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6928 members 
Mstep: Class 9 contains 98672 members 
Mstep: Class 10 contains 81015 members 
Mstep: Class 11 contains 101209 members 
Mstep: Class 12 contains 55315 members 
Mstep: Class 13 contains 4958 members 
Mstep: Class 14 contains 91078 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4685 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 20997 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10099 members 
Mstep: Class 25 contains 102004 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6509 members 
Mstep: Class 28 contains 2732 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 14005 members 
Mstep: Class 34 contains 10176 members 
Mstep: Class 35 contains 9721 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92691 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7658 members 
Mstep: Class 41 contains 1706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781200.000000 Penalty: 91479.007812
Iteration 483Q: 42 clusters Score -1.117812e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 117353 members 
Mstep: Class 3 contains 6522 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 38487 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6930 members 
Mstep: Class 9 contains 98671 members 
Mstep: Class 10 contains 81010 members 
Mstep: Class 11 contains 101216 members 
Mstep: Class 12 contains 55304 members 
Mstep: Class 13 contains 4958 members 
Mstep: Class 14 contains 91061 members 
Mstep: Class 15 contains 3081 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4690 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 21011 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10099 members 
Mstep: Class 25 contains 102008 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6509 members 
Mstep: Class 28 contains 2732 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 14004 members 
Mstep: Class 34 contains 10176 members 
Mstep: Class 35 contains 9722 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92730 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7657 members 
Mstep: Class 41 contains 1706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781112.000000 Penalty: 91479.007812
Iteration 484Q: 42 clusters Score -1.117811e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 117329 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38496 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6929 members 
Mstep: Class 9 contains 98663 members 
Mstep: Class 10 contains 81011 members 
Mstep: Class 11 contains 101223 members 
Mstep: Class 12 contains 55307 members 
Mstep: Class 13 contains 4959 members 
Mstep: Class 14 contains 91050 members 
Mstep: Class 15 contains 3080 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4688 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 21026 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10101 members 
Mstep: Class 25 contains 102018 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6509 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 14001 members 
Mstep: Class 34 contains 10176 members 
Mstep: Class 35 contains 9722 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92733 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7658 members 
Mstep: Class 41 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780920.000000 Penalty: 91479.007812
Iteration 485Q: 42 clusters Score -1.117809e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 117299 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38511 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6929 members 
Mstep: Class 9 contains 98661 members 
Mstep: Class 10 contains 80999 members 
Mstep: Class 11 contains 101223 members 
Mstep: Class 12 contains 55302 members 
Mstep: Class 13 contains 4960 members 
Mstep: Class 14 contains 91038 members 
Mstep: Class 15 contains 3078 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4691 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 21039 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10104 members 
Mstep: Class 25 contains 102023 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6508 members 
Mstep: Class 28 contains 2729 members 
Mstep: Class 29 contains 3688 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13997 members 
Mstep: Class 34 contains 10176 members 
Mstep: Class 35 contains 9722 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92758 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7661 members 
Mstep: Class 41 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780912.000000 Penalty: 91479.007812
Iteration 486Q: 42 clusters Score -1.117809e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 117272 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38524 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6927 members 
Mstep: Class 9 contains 98648 members 
Mstep: Class 10 contains 81000 members 
Mstep: Class 11 contains 101211 members 
Mstep: Class 12 contains 55295 members 
Mstep: Class 13 contains 4962 members 
Mstep: Class 14 contains 91048 members 
Mstep: Class 15 contains 3078 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4688 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 21052 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10104 members 
Mstep: Class 25 contains 102022 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6506 members 
Mstep: Class 28 contains 2729 members 
Mstep: Class 29 contains 3689 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13996 members 
Mstep: Class 34 contains 10176 members 
Mstep: Class 35 contains 9723 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92784 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7662 members 
Mstep: Class 41 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780896.000000 Penalty: 91479.007812
Iteration 487Q: 42 clusters Score -1.117809e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 117243 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38532 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6926 members 
Mstep: Class 9 contains 98636 members 
Mstep: Class 10 contains 81003 members 
Mstep: Class 11 contains 101211 members 
Mstep: Class 12 contains 55301 members 
Mstep: Class 13 contains 4962 members 
Mstep: Class 14 contains 91042 members 
Mstep: Class 15 contains 3078 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4688 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 21062 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10104 members 
Mstep: Class 25 contains 102014 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6506 members 
Mstep: Class 28 contains 2728 members 
Mstep: Class 29 contains 3691 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13993 members 
Mstep: Class 34 contains 10176 members 
Mstep: Class 35 contains 9722 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92817 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7661 members 
Mstep: Class 41 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780800.000000 Penalty: 91479.007812
Iteration 488Q: 42 clusters Score -1.117808e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 117222 members 
Mstep: Class 3 contains 6520 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38541 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6926 members 
Mstep: Class 9 contains 98623 members 
Mstep: Class 10 contains 80995 members 
Mstep: Class 11 contains 101208 members 
Mstep: Class 12 contains 55309 members 
Mstep: Class 13 contains 4963 members 
Mstep: Class 14 contains 91031 members 
Mstep: Class 15 contains 3077 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4688 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 21067 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10105 members 
Mstep: Class 25 contains 102009 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6506 members 
Mstep: Class 28 contains 2728 members 
Mstep: Class 29 contains 3691 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13990 members 
Mstep: Class 34 contains 10176 members 
Mstep: Class 35 contains 9722 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92855 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7665 members 
Mstep: Class 41 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780784.000000 Penalty: 91479.007812
Iteration 489Q: 42 clusters Score -1.117808e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 117198 members 
Mstep: Class 3 contains 6520 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38553 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6926 members 
Mstep: Class 9 contains 98602 members 
Mstep: Class 10 contains 80994 members 
Mstep: Class 11 contains 101206 members 
Mstep: Class 12 contains 55316 members 
Mstep: Class 13 contains 4964 members 
Mstep: Class 14 contains 91022 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4689 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 21073 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10107 members 
Mstep: Class 25 contains 102006 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6506 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 3689 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13991 members 
Mstep: Class 34 contains 10176 members 
Mstep: Class 35 contains 9724 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92886 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7666 members 
Mstep: Class 41 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780752.000000 Penalty: 91479.007812
Iteration 490Q: 42 clusters Score -1.117808e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 117180 members 
Mstep: Class 3 contains 6520 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38563 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6928 members 
Mstep: Class 9 contains 98591 members 
Mstep: Class 10 contains 80989 members 
Mstep: Class 11 contains 101202 members 
Mstep: Class 12 contains 55312 members 
Mstep: Class 13 contains 4963 members 
Mstep: Class 14 contains 91017 members 
Mstep: Class 15 contains 3077 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4690 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 21081 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 102004 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6506 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13993 members 
Mstep: Class 34 contains 10176 members 
Mstep: Class 35 contains 9725 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92911 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7665 members 
Mstep: Class 41 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780680.000000 Penalty: 91479.007812
Iteration 491Q: 42 clusters Score -1.117807e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 117163 members 
Mstep: Class 3 contains 6520 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38568 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6928 members 
Mstep: Class 9 contains 98580 members 
Mstep: Class 10 contains 80994 members 
Mstep: Class 11 contains 101197 members 
Mstep: Class 12 contains 55307 members 
Mstep: Class 13 contains 4963 members 
Mstep: Class 14 contains 91017 members 
Mstep: Class 15 contains 3077 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4690 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 21084 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10116 members 
Mstep: Class 25 contains 102014 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6506 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 3686 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13995 members 
Mstep: Class 34 contains 10176 members 
Mstep: Class 35 contains 9726 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92916 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7667 members 
Mstep: Class 41 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780728.000000 Penalty: 91479.007812
Iteration 492Q: 42 clusters Score -1.117807e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 117147 members 
Mstep: Class 3 contains 6519 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38572 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6927 members 
Mstep: Class 9 contains 98577 members 
Mstep: Class 10 contains 81002 members 
Mstep: Class 11 contains 101193 members 
Mstep: Class 12 contains 55304 members 
Mstep: Class 13 contains 4963 members 
Mstep: Class 14 contains 91023 members 
Mstep: Class 15 contains 3077 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4690 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 21090 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10120 members 
Mstep: Class 25 contains 102019 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6507 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 3685 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13995 members 
Mstep: Class 34 contains 10176 members 
Mstep: Class 35 contains 9726 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92911 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7668 members 
Mstep: Class 41 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780696.000000 Penalty: 91479.007812
Iteration 493Q: 42 clusters Score -1.117807e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 117135 members 
Mstep: Class 3 contains 6519 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38575 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6926 members 
Mstep: Class 9 contains 98564 members 
Mstep: Class 10 contains 81009 members 
Mstep: Class 11 contains 101188 members 
Mstep: Class 12 contains 55300 members 
Mstep: Class 13 contains 4964 members 
Mstep: Class 14 contains 91051 members 
Mstep: Class 15 contains 3077 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4689 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 21094 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10122 members 
Mstep: Class 25 contains 102009 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6508 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 3686 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13996 members 
Mstep: Class 34 contains 10176 members 
Mstep: Class 35 contains 9726 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92911 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7665 members 
Mstep: Class 41 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780752.000000 Penalty: 91479.007812
Iteration 494Q: 42 clusters Score -1.117808e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 117137 members 
Mstep: Class 3 contains 6519 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38575 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6927 members 
Mstep: Class 9 contains 98548 members 
Mstep: Class 10 contains 81028 members 
Mstep: Class 11 contains 101185 members 
Mstep: Class 12 contains 55301 members 
Mstep: Class 13 contains 4965 members 
Mstep: Class 14 contains 91053 members 
Mstep: Class 15 contains 3077 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4689 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 21099 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1639 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10121 members 
Mstep: Class 25 contains 101999 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6507 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 3683 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13995 members 
Mstep: Class 34 contains 10176 members 
Mstep: Class 35 contains 9726 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92913 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7667 members 
Mstep: Class 41 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780920.000000 Penalty: 91479.007812
Iteration 495Q: 42 clusters Score -1.117809e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 117135 members 
Mstep: Class 3 contains 6519 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38576 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6927 members 
Mstep: Class 9 contains 98538 members 
Mstep: Class 10 contains 81021 members 
Mstep: Class 11 contains 101181 members 
Mstep: Class 12 contains 55298 members 
Mstep: Class 13 contains 4964 members 
Mstep: Class 14 contains 91069 members 
Mstep: Class 15 contains 3077 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4692 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 21103 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1639 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10119 members 
Mstep: Class 25 contains 101989 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6507 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 3682 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13993 members 
Mstep: Class 34 contains 10176 members 
Mstep: Class 35 contains 9726 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92931 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7668 members 
Mstep: Class 41 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780984.000000 Penalty: 91479.007812
Iteration 496Q: 42 clusters Score -1.11781e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 117128 members 
Mstep: Class 3 contains 6520 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38582 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6928 members 
Mstep: Class 9 contains 98538 members 
Mstep: Class 10 contains 81024 members 
Mstep: Class 11 contains 101177 members 
Mstep: Class 12 contains 55294 members 
Mstep: Class 13 contains 4965 members 
Mstep: Class 14 contains 91064 members 
Mstep: Class 15 contains 3077 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4694 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 21106 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1639 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10121 members 
Mstep: Class 25 contains 101973 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6509 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 3681 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13993 members 
Mstep: Class 34 contains 10176 members 
Mstep: Class 35 contains 9726 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92945 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7669 members 
Mstep: Class 41 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780912.000000 Penalty: 91479.007812
Iteration 497Q: 42 clusters Score -1.117809e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 117109 members 
Mstep: Class 3 contains 6518 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38585 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6927 members 
Mstep: Class 9 contains 98536 members 
Mstep: Class 10 contains 81034 members 
Mstep: Class 11 contains 101172 members 
Mstep: Class 12 contains 55302 members 
Mstep: Class 13 contains 4965 members 
Mstep: Class 14 contains 91041 members 
Mstep: Class 15 contains 3077 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4696 members 
Mstep: Class 19 contains 3446 members 
Mstep: Class 20 contains 21106 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1639 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10122 members 
Mstep: Class 25 contains 101961 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6509 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 3681 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13991 members 
Mstep: Class 34 contains 10175 members 
Mstep: Class 35 contains 9726 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 92983 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7669 members 
Mstep: Class 41 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780848.000000 Penalty: 91479.007812
Iteration 498Q: 42 clusters Score -1.117808e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 117104 members 
Mstep: Class 3 contains 6518 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38586 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6926 members 
Mstep: Class 9 contains 98537 members 
Mstep: Class 10 contains 81034 members 
Mstep: Class 11 contains 101168 members 
Mstep: Class 12 contains 55301 members 
Mstep: Class 13 contains 4966 members 
Mstep: Class 14 contains 91020 members 
Mstep: Class 15 contains 3077 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4695 members 
Mstep: Class 19 contains 3449 members 
Mstep: Class 20 contains 21119 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1638 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10120 members 
Mstep: Class 25 contains 101958 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6508 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 3681 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13990 members 
Mstep: Class 34 contains 10175 members 
Mstep: Class 35 contains 9726 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 93005 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7668 members 
Mstep: Class 41 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780864.000000 Penalty: 91479.007812
Iteration 499Q: 42 clusters Score -1.117809e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 117096 members 
Mstep: Class 3 contains 6518 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 9435 members 
Mstep: Class 6 contains 38591 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 6926 members 
Mstep: Class 9 contains 98527 members 
Mstep: Class 10 contains 81037 members 
Mstep: Class 11 contains 101147 members 
Mstep: Class 12 contains 55296 members 
Mstep: Class 13 contains 4966 members 
Mstep: Class 14 contains 91030 members 
Mstep: Class 15 contains 3077 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 4693 members 
Mstep: Class 19 contains 3449 members 
Mstep: Class 20 contains 21126 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 1638 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 101950 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 6508 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 3679 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 319 members 
Mstep: Class 33 contains 13990 members 
Mstep: Class 34 contains 10175 members 
Mstep: Class 35 contains 9726 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 93039 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 7667 members 
Mstep: Class 41 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780864.000000 Penalty: 91479.007812
Iteration 500F: 42 clusters Score -1.117809e+08 nChanged 296
Maximum iterations exceeded
--- Evaluating fit on full set of 2755323 points ---
Entering Unmasked Estep 
Score: -339704032.000000 Penalty: 98798.515625
21->42 Clusters: Score -339704032.000000, best is -339757952.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 918441 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 43594 members 
Mstep: Class 3 contains 43876 members 
Mstep: Class 4 contains 43775 members 
Mstep: Class 5 contains 43871 members 
Mstep: Class 6 contains 43669 members 
Mstep: Class 7 contains 43583 members 
Mstep: Class 8 contains 43847 members 
Mstep: Class 9 contains 44072 members 
Mstep: Class 10 contains 43727 members 
Mstep: Class 11 contains 43623 members 
Mstep: Class 12 contains 43580 members 
Mstep: Class 13 contains 44219 members 
Mstep: Class 14 contains 43835 members 
Mstep: Class 15 contains 43662 members 
Mstep: Class 16 contains 43666 members 
Mstep: Class 17 contains 43767 members 
Mstep: Class 18 contains 43649 members 
Mstep: Class 19 contains 43732 members 
Mstep: Class 20 contains 43451 members 
Mstep: Class 21 contains 43658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2021.600830 but Gain 2231.195312
Score: -105156200.000000 Penalty: 44623.906250
Iteration 0F: 21 clusters Score -1.051562e+08 nChanged 874330
Entering Unmasked Mstep 
Mstep: Class 0 contains 1841 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 5612 members 
Mstep: Class 3 contains 12753 members 
Mstep: Class 4 contains 8584 members 
Mstep: Class 5 contains 14513 members 
Mstep: Class 6 contains 48455 members 
Mstep: Class 7 contains 16958 members 
Mstep: Class 8 contains 6511 members 
Mstep: Class 9 contains 318213 members 
Mstep: Class 10 contains 23496 members 
Mstep: Class 11 contains 7030 members 
Mstep: Class 12 contains 351779 members 
Mstep: Class 13 contains 6054 members 
Mstep: Class 14 contains 5484 members 
Mstep: Class 16 contains 12504 members 
Mstep: Class 17 contains 8504 members 
Mstep: Class 18 contains 1561 members 
Mstep: Class 19 contains 23028 members 
Mstep: Class 20 contains 4749 members 
Mstep: Class 21 contains 32211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109709888.000000 Penalty: 44623.906250
Iteration 1F: 21 clusters Score -1.097099e+08 nChanged 256188
Entering Unmasked Mstep 
Mstep: Class 0 contains 1547 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 5815 members 
Mstep: Class 3 contains 5397 members 
Mstep: Class 4 contains 8710 members 
Mstep: Class 5 contains 14240 members 
Mstep: Class 6 contains 60339 members 
Mstep: Class 7 contains 23604 members 
Mstep: Class 8 contains 4025 members 
Mstep: Class 9 contains 328589 members 
Mstep: Class 10 contains 26318 members 
Mstep: Class 11 contains 6522 members 
Mstep: Class 12 contains 317940 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 5035 members 
Mstep: Class 16 contains 9164 members 
Mstep: Class 17 contains 8648 members 
Mstep: Class 18 contains 2964 members 
Mstep: Class 19 contains 24664 members 
Mstep: Class 20 contains 6303 members 
Mstep: Class 21 contains 43154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110307496.000000 Penalty: 44623.906250
Iteration 2F: 21 clusters Score -1.103075e+08 nChanged 189682
Entering Unmasked Mstep 
Mstep: Class 0 contains 1095 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 8931 members 
Mstep: Class 3 contains 5051 members 
Mstep: Class 4 contains 8113 members 
Mstep: Class 5 contains 20380 members 
Mstep: Class 6 contains 81166 members 
Mstep: Class 7 contains 33102 members 
Mstep: Class 8 contains 2928 members 
Mstep: Class 9 contains 288349 members 
Mstep: Class 10 contains 32410 members 
Mstep: Class 11 contains 6415 members 
Mstep: Class 12 contains 279947 members 
Mstep: Class 13 contains 10871 members 
Mstep: Class 14 contains 6256 members 
Mstep: Class 16 contains 6818 members 
Mstep: Class 17 contains 8849 members 
Mstep: Class 18 contains 3206 members 
Mstep: Class 19 contains 33052 members 
Mstep: Class 20 contains 5267 members 
Mstep: Class 21 contains 68960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110695232.000000 Penalty: 44623.906250
Iteration 3F: 21 clusters Score -1.106952e+08 nChanged 165402
Entering Unmasked Mstep 
Mstep: Class 0 contains 884 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 12947 members 
Mstep: Class 3 contains 6654 members 
Mstep: Class 4 contains 6618 members 
Mstep: Class 5 contains 28672 members 
Mstep: Class 6 contains 97311 members 
Mstep: Class 7 contains 43040 members 
Mstep: Class 8 contains 2095 members 
Mstep: Class 9 contains 247668 members 
Mstep: Class 10 contains 38604 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 241065 members 
Mstep: Class 13 contains 13062 members 
Mstep: Class 14 contains 7319 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 8752 members 
Mstep: Class 18 contains 2899 members 
Mstep: Class 19 contains 44916 members 
Mstep: Class 20 contains 5038 members 
Mstep: Class 21 contains 92698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110966344.000000 Penalty: 44623.906250
Iteration 4F: 21 clusters Score -1.109663e+08 nChanged 132839
Entering Unmasked Mstep 
Mstep: Class 0 contains 736 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 16724 members 
Mstep: Class 3 contains 7794 members 
Mstep: Class 4 contains 5794 members 
Mstep: Class 5 contains 36780 members 
Mstep: Class 6 contains 106982 members 
Mstep: Class 7 contains 51836 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 212749 members 
Mstep: Class 10 contains 42913 members 
Mstep: Class 11 contains 6434 members 
Mstep: Class 12 contains 212921 members 
Mstep: Class 13 contains 13139 members 
Mstep: Class 14 contains 7927 members 
Mstep: Class 16 contains 3908 members 
Mstep: Class 17 contains 8440 members 
Mstep: Class 18 contains 2596 members 
Mstep: Class 19 contains 56392 members 
Mstep: Class 20 contains 6062 members 
Mstep: Class 21 contains 109385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111156768.000000 Penalty: 44623.906250
Iteration 5F: 21 clusters Score -1.111568e+08 nChanged 105111
Entering Unmasked Mstep 
Mstep: Class 0 contains 652 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 20340 members 
Mstep: Class 3 contains 8372 members 
Mstep: Class 4 contains 5477 members 
Mstep: Class 5 contains 43323 members 
Mstep: Class 6 contains 109812 members 
Mstep: Class 7 contains 58340 members 
Mstep: Class 8 contains 2267 members 
Mstep: Class 9 contains 189417 members 
Mstep: Class 10 contains 45113 members 
Mstep: Class 11 contains 6841 members 
Mstep: Class 12 contains 194655 members 
Mstep: Class 13 contains 12234 members 
Mstep: Class 14 contains 8289 members 
Mstep: Class 16 contains 3610 members 
Mstep: Class 17 contains 8018 members 
Mstep: Class 18 contains 2280 members 
Mstep: Class 19 contains 64915 members 
Mstep: Class 20 contains 7440 members 
Mstep: Class 21 contains 119888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111276888.000000 Penalty: 44623.906250
Iteration 6F: 21 clusters Score -1.112769e+08 nChanged 87053
Entering Unmasked Mstep 
Mstep: Class 0 contains 602 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 23817 members 
Mstep: Class 3 contains 8768 members 
Mstep: Class 4 contains 5548 members 
Mstep: Class 5 contains 48439 members 
Mstep: Class 6 contains 109319 members 
Mstep: Class 7 contains 62301 members 
Mstep: Class 8 contains 2601 members 
Mstep: Class 9 contains 173731 members 
Mstep: Class 10 contains 46653 members 
Mstep: Class 11 contains 7415 members 
Mstep: Class 12 contains 182192 members 
Mstep: Class 13 contains 11218 members 
Mstep: Class 14 contains 8504 members 
Mstep: Class 16 contains 3761 members 
Mstep: Class 17 contains 7574 members 
Mstep: Class 18 contains 1973 members 
Mstep: Class 19 contains 71216 members 
Mstep: Class 20 contains 8880 members 
Mstep: Class 21 contains 126660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111353352.000000 Penalty: 44623.906250
Iteration 7F: 21 clusters Score -1.113534e+08 nChanged 75726
Entering Unmasked Mstep 
Mstep: Class 0 contains 548 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 27633 members 
Mstep: Class 3 contains 9044 members 
Mstep: Class 4 contains 5637 members 
Mstep: Class 5 contains 52816 members 
Mstep: Class 6 contains 108106 members 
Mstep: Class 7 contains 64850 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 161047 members 
Mstep: Class 10 contains 48677 members 
Mstep: Class 11 contains 8017 members 
Mstep: Class 12 contains 171664 members 
Mstep: Class 13 contains 10528 members 
Mstep: Class 14 contains 8604 members 
Mstep: Class 16 contains 4305 members 
Mstep: Class 17 contains 7111 members 
Mstep: Class 18 contains 1733 members 
Mstep: Class 19 contains 76216 members 
Mstep: Class 20 contains 10280 members 
Mstep: Class 21 contains 131450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111410088.000000 Penalty: 44623.906250
Iteration 8F: 21 clusters Score -1.114101e+08 nChanged 66098
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 31563 members 
Mstep: Class 3 contains 9134 members 
Mstep: Class 4 contains 5764 members 
Mstep: Class 5 contains 56239 members 
Mstep: Class 6 contains 106607 members 
Mstep: Class 7 contains 66674 members 
Mstep: Class 8 contains 2936 members 
Mstep: Class 9 contains 152103 members 
Mstep: Class 10 contains 51487 members 
Mstep: Class 11 contains 8556 members 
Mstep: Class 12 contains 159884 members 
Mstep: Class 13 contains 10179 members 
Mstep: Class 14 contains 8700 members 
Mstep: Class 16 contains 5211 members 
Mstep: Class 17 contains 6765 members 
Mstep: Class 18 contains 1618 members 
Mstep: Class 19 contains 80060 members 
Mstep: Class 20 contains 11655 members 
Mstep: Class 21 contains 135486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111456712.000000 Penalty: 44623.906250
Iteration 9F: 21 clusters Score -1.114567e+08 nChanged 57457
Entering Unmasked Mstep 
Mstep: Class 0 contains 458 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 35620 members 
Mstep: Class 3 contains 9138 members 
Mstep: Class 4 contains 5882 members 
Mstep: Class 5 contains 58814 members 
Mstep: Class 6 contains 104836 members 
Mstep: Class 7 contains 67892 members 
Mstep: Class 8 contains 2945 members 
Mstep: Class 9 contains 145421 members 
Mstep: Class 10 contains 55126 members 
Mstep: Class 11 contains 8969 members 
Mstep: Class 12 contains 148189 members 
Mstep: Class 13 contains 10167 members 
Mstep: Class 14 contains 8814 members 
Mstep: Class 16 contains 6262 members 
Mstep: Class 17 contains 6547 members 
Mstep: Class 18 contains 1564 members 
Mstep: Class 19 contains 82854 members 
Mstep: Class 20 contains 12984 members 
Mstep: Class 21 contains 138667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111493088.000000 Penalty: 44623.906250
Iteration 10F: 21 clusters Score -1.114931e+08 nChanged 51123
Entering Unmasked Mstep 
Mstep: Class 0 contains 434 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 40093 members 
Mstep: Class 3 contains 9036 members 
Mstep: Class 4 contains 5961 members 
Mstep: Class 5 contains 60637 members 
Mstep: Class 6 contains 103087 members 
Mstep: Class 7 contains 68427 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 139919 members 
Mstep: Class 10 contains 59409 members 
Mstep: Class 11 contains 9228 members 
Mstep: Class 12 contains 137257 members 
Mstep: Class 13 contains 10327 members 
Mstep: Class 14 contains 8918 members 
Mstep: Class 16 contains 7279 members 
Mstep: Class 17 contains 6491 members 
Mstep: Class 18 contains 1533 members 
Mstep: Class 19 contains 85151 members 
Mstep: Class 20 contains 14343 members 
Mstep: Class 21 contains 140714 members 
Entering Unmasked Estep 
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Iteration 11F: 21 clusters Score -1.115261e+08 nChanged 44846
Entering Unmasked Mstep 
Mstep: Class 0 contains 418 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 44782 members 
Mstep: Class 3 contains 8944 members 
Mstep: Class 4 contains 6025 members 
Mstep: Class 5 contains 61913 members 
Mstep: Class 6 contains 101426 members 
Mstep: Class 7 contains 68280 members 
Mstep: Class 8 contains 2956 members 
Mstep: Class 9 contains 134857 members 
Mstep: Class 10 contains 64389 members 
Mstep: Class 11 contains 9356 members 
Mstep: Class 12 contains 128324 members 
Mstep: Class 13 contains 10559 members 
Mstep: Class 14 contains 9030 members 
Mstep: Class 16 contains 8126 members 
Mstep: Class 17 contains 6561 members 
Mstep: Class 18 contains 1501 members 
Mstep: Class 19 contains 86979 members 
Mstep: Class 20 contains 15572 members 
Mstep: Class 21 contains 141255 members 
Entering Unmasked Estep 
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Iteration 12Q: 21 clusters Score -1.115553e+08 nChanged 40051
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 49628 members 
Mstep: Class 3 contains 8852 members 
Mstep: Class 4 contains 6061 members 
Mstep: Class 5 contains 62640 members 
Mstep: Class 6 contains 100123 members 
Mstep: Class 7 contains 67309 members 
Mstep: Class 8 contains 2959 members 
Mstep: Class 9 contains 130488 members 
Mstep: Class 10 contains 69697 members 
Mstep: Class 11 contains 9413 members 
Mstep: Class 12 contains 121470 members 
Mstep: Class 13 contains 10910 members 
Mstep: Class 14 contains 9133 members 
Mstep: Class 16 contains 8882 members 
Mstep: Class 17 contains 6752 members 
Mstep: Class 18 contains 1451 members 
Mstep: Class 19 contains 88473 members 
Mstep: Class 20 contains 16781 members 
Mstep: Class 21 contains 139872 members 
Entering Unmasked Estep 
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Iteration 13Q: 21 clusters Score -1.115789e+08 nChanged 35941
Entering Unmasked Mstep 
Mstep: Class 0 contains 409 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 54597 members 
Mstep: Class 3 contains 8772 members 
Mstep: Class 4 contains 6039 members 
Mstep: Class 5 contains 63066 members 
Mstep: Class 6 contains 99118 members 
Mstep: Class 7 contains 65767 members 
Mstep: Class 8 contains 2934 members 
Mstep: Class 9 contains 127102 members 
Mstep: Class 10 contains 75195 members 
Mstep: Class 11 contains 9437 members 
Mstep: Class 12 contains 115828 members 
Mstep: Class 13 contains 11261 members 
Mstep: Class 14 contains 9238 members 
Mstep: Class 16 contains 9505 members 
Mstep: Class 17 contains 6921 members 
Mstep: Class 18 contains 1426 members 
Mstep: Class 19 contains 89720 members 
Mstep: Class 20 contains 17867 members 
Mstep: Class 21 contains 137139 members 
Entering Unmasked Estep 
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Iteration 14Q: 21 clusters Score -1.11597e+08 nChanged 31959
Entering Unmasked Mstep 
Mstep: Class 0 contains 409 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 59592 members 
Mstep: Class 3 contains 8708 members 
Mstep: Class 4 contains 6038 members 
Mstep: Class 5 contains 63125 members 
Mstep: Class 6 contains 98379 members 
Mstep: Class 7 contains 63868 members 
Mstep: Class 8 contains 2920 members 
Mstep: Class 9 contains 124488 members 
Mstep: Class 10 contains 80719 members 
Mstep: Class 11 contains 9438 members 
Mstep: Class 12 contains 111359 members 
Mstep: Class 13 contains 11557 members 
Mstep: Class 14 contains 9312 members 
Mstep: Class 16 contains 9982 members 
Mstep: Class 17 contains 7058 members 
Mstep: Class 18 contains 1406 members 
Mstep: Class 19 contains 90754 members 
Mstep: Class 20 contains 18798 members 
Mstep: Class 21 contains 133450 members 
Entering Unmasked Estep 
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Iteration 15Q: 21 clusters Score -1.116107e+08 nChanged 28754
Entering Unmasked Mstep 
Mstep: Class 0 contains 409 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 64372 members 
Mstep: Class 3 contains 8639 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 62813 members 
Mstep: Class 6 contains 97778 members 
Mstep: Class 7 contains 61686 members 
Mstep: Class 8 contains 2907 members 
Mstep: Class 9 contains 122607 members 
Mstep: Class 10 contains 86375 members 
Mstep: Class 11 contains 9429 members 
Mstep: Class 12 contains 107860 members 
Mstep: Class 13 contains 11787 members 
Mstep: Class 14 contains 9364 members 
Mstep: Class 16 contains 10350 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 1401 members 
Mstep: Class 19 contains 91711 members 
Mstep: Class 20 contains 19588 members 
Mstep: Class 21 contains 129052 members 
Entering Unmasked Estep 
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Iteration 16Q: 21 clusters Score -1.116216e+08 nChanged 26087
Entering Unmasked Mstep 
Mstep: Class 0 contains 409 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 68907 members 
Mstep: Class 3 contains 8587 members 
Mstep: Class 4 contains 6019 members 
Mstep: Class 5 contains 62289 members 
Mstep: Class 6 contains 97152 members 
Mstep: Class 7 contains 59361 members 
Mstep: Class 8 contains 2896 members 
Mstep: Class 9 contains 121178 members 
Mstep: Class 10 contains 92102 members 
Mstep: Class 11 contains 9430 members 
Mstep: Class 12 contains 105383 members 
Mstep: Class 13 contains 11930 members 
Mstep: Class 14 contains 9396 members 
Mstep: Class 16 contains 10630 members 
Mstep: Class 17 contains 7339 members 
Mstep: Class 18 contains 1398 members 
Mstep: Class 19 contains 92565 members 
Mstep: Class 20 contains 20224 members 
Mstep: Class 21 contains 124129 members 
Entering Unmasked Estep 
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Iteration 17Q: 21 clusters Score -1.116318e+08 nChanged 24163
Entering Unmasked Mstep 
Mstep: Class 0 contains 409 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 73048 members 
Mstep: Class 3 contains 8536 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 61523 members 
Mstep: Class 6 contains 96577 members 
Mstep: Class 7 contains 57102 members 
Mstep: Class 8 contains 2884 members 
Mstep: Class 9 contains 120088 members 
Mstep: Class 10 contains 97799 members 
Mstep: Class 11 contains 9427 members 
Mstep: Class 12 contains 103603 members 
Mstep: Class 13 contains 12007 members 
Mstep: Class 14 contains 9411 members 
Mstep: Class 16 contains 10875 members 
Mstep: Class 17 contains 7497 members 
Mstep: Class 18 contains 1397 members 
Mstep: Class 19 contains 93272 members 
Mstep: Class 20 contains 20698 members 
Mstep: Class 21 contains 119086 members 
Entering Unmasked Estep 
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Iteration 18Q: 21 clusters Score -1.11641e+08 nChanged 25631
Entering Unmasked Mstep 
Mstep: Class 0 contains 409 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 76587 members 
Mstep: Class 3 contains 8486 members 
Mstep: Class 4 contains 5991 members 
Mstep: Class 5 contains 60364 members 
Mstep: Class 6 contains 96265 members 
Mstep: Class 7 contains 54991 members 
Mstep: Class 8 contains 2873 members 
Mstep: Class 9 contains 119063 members 
Mstep: Class 10 contains 105491 members 
Mstep: Class 11 contains 9427 members 
Mstep: Class 12 contains 100874 members 
Mstep: Class 13 contains 12035 members 
Mstep: Class 14 contains 9443 members 
Mstep: Class 16 contains 11052 members 
Mstep: Class 17 contains 7670 members 
Mstep: Class 18 contains 1396 members 
Mstep: Class 19 contains 93766 members 
Mstep: Class 20 contains 21050 members 
Mstep: Class 21 contains 113972 members 
Entering Unmasked Estep 
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Iteration 19Q: 21 clusters Score -1.116477e+08 nChanged 31354
Entering Unmasked Mstep 
Mstep: Class 0 contains 409 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 79474 members 
Mstep: Class 3 contains 8418 members 
Mstep: Class 4 contains 5983 members 
Mstep: Class 5 contains 58970 members 
Mstep: Class 6 contains 96258 members 
Mstep: Class 7 contains 52946 members 
Mstep: Class 8 contains 2864 members 
Mstep: Class 9 contains 118119 members 
Mstep: Class 10 contains 115002 members 
Mstep: Class 11 contains 9422 members 
Mstep: Class 12 contains 96222 members 
Mstep: Class 13 contains 12062 members 
Mstep: Class 14 contains 9466 members 
Mstep: Class 16 contains 11189 members 
Mstep: Class 17 contains 7866 members 
Mstep: Class 18 contains 1396 members 
Mstep: Class 19 contains 93714 members 
Mstep: Class 20 contains 21218 members 
Mstep: Class 21 contains 110137 members 
Entering Unmasked Estep 
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Iteration 20F: 21 clusters Score -1.11649e+08 nChanged 34834
Entering Unmasked Mstep 
Mstep: Class 0 contains 391 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 82399 members 
Mstep: Class 3 contains 8341 members 
Mstep: Class 4 contains 5987 members 
Mstep: Class 5 contains 57979 members 
Mstep: Class 6 contains 96117 members 
Mstep: Class 7 contains 50891 members 
Mstep: Class 8 contains 2869 members 
Mstep: Class 9 contains 117472 members 
Mstep: Class 10 contains 123075 members 
Mstep: Class 11 contains 9408 members 
Mstep: Class 12 contains 91150 members 
Mstep: Class 13 contains 12082 members 
Mstep: Class 14 contains 9505 members 
Mstep: Class 16 contains 11318 members 
Mstep: Class 17 contains 8111 members 
Mstep: Class 18 contains 1393 members 
Mstep: Class 19 contains 93561 members 
Mstep: Class 20 contains 21300 members 
Mstep: Class 21 contains 107677 members 
Entering Unmasked Estep 
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Iteration 21Q: 21 clusters Score -1.11645e+08 nChanged 34692
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 85859 members 
Mstep: Class 3 contains 8280 members 
Mstep: Class 4 contains 5993 members 
Mstep: Class 5 contains 57650 members 
Mstep: Class 6 contains 95441 members 
Mstep: Class 7 contains 48867 members 
Mstep: Class 8 contains 2868 members 
Mstep: Class 9 contains 117462 members 
Mstep: Class 10 contains 125761 members 
Mstep: Class 11 contains 9400 members 
Mstep: Class 12 contains 88289 members 
Mstep: Class 13 contains 12120 members 
Mstep: Class 14 contains 9536 members 
Mstep: Class 16 contains 11440 members 
Mstep: Class 17 contains 8406 members 
Mstep: Class 18 contains 1378 members 
Mstep: Class 19 contains 93800 members 
Mstep: Class 20 contains 21373 members 
Mstep: Class 21 contains 106611 members 
Entering Unmasked Estep 
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Iteration 22Q: 21 clusters Score -1.116444e+08 nChanged 30991
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 89547 members 
Mstep: Class 3 contains 8220 members 
Mstep: Class 4 contains 5977 members 
Mstep: Class 5 contains 57712 members 
Mstep: Class 6 contains 94343 members 
Mstep: Class 7 contains 46996 members 
Mstep: Class 8 contains 2859 members 
Mstep: Class 9 contains 117664 members 
Mstep: Class 10 contains 123843 members 
Mstep: Class 11 contains 9391 members 
Mstep: Class 12 contains 88609 members 
Mstep: Class 13 contains 12168 members 
Mstep: Class 14 contains 9558 members 
Mstep: Class 16 contains 11540 members 
Mstep: Class 17 contains 8763 members 
Mstep: Class 18 contains 1368 members 
Mstep: Class 19 contains 94542 members 
Mstep: Class 20 contains 21523 members 
Mstep: Class 21 contains 105781 members 
Entering Unmasked Estep 
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Iteration 23Q: 21 clusters Score -1.116486e+08 nChanged 26510
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 92853 members 
Mstep: Class 3 contains 8197 members 
Mstep: Class 4 contains 5979 members 
Mstep: Class 5 contains 57839 members 
Mstep: Class 6 contains 93345 members 
Mstep: Class 7 contains 45293 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 117916 members 
Mstep: Class 10 contains 120024 members 
Mstep: Class 11 contains 9388 members 
Mstep: Class 12 contains 90896 members 
Mstep: Class 13 contains 12206 members 
Mstep: Class 14 contains 9595 members 
Mstep: Class 16 contains 11604 members 
Mstep: Class 17 contains 9158 members 
Mstep: Class 18 contains 1361 members 
Mstep: Class 19 contains 95415 members 
Mstep: Class 20 contains 21717 members 
Mstep: Class 21 contains 104619 members 
Entering Unmasked Estep 
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Iteration 24Q: 21 clusters Score -1.116541e+08 nChanged 22278
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 96010 members 
Mstep: Class 3 contains 8187 members 
Mstep: Class 4 contains 5945 members 
Mstep: Class 5 contains 57752 members 
Mstep: Class 6 contains 92593 members 
Mstep: Class 7 contains 43801 members 
Mstep: Class 8 contains 2834 members 
Mstep: Class 9 contains 117859 members 
Mstep: Class 10 contains 116177 members 
Mstep: Class 11 contains 9387 members 
Mstep: Class 12 contains 93603 members 
Mstep: Class 13 contains 12199 members 
Mstep: Class 14 contains 9613 members 
Mstep: Class 16 contains 11678 members 
Mstep: Class 17 contains 9527 members 
Mstep: Class 18 contains 1356 members 
Mstep: Class 19 contains 96337 members 
Mstep: Class 20 contains 21937 members 
Mstep: Class 21 contains 103305 members 
Entering Unmasked Estep 
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Iteration 25Q: 21 clusters Score -1.11659e+08 nChanged 19472
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 98975 members 
Mstep: Class 3 contains 8187 members 
Mstep: Class 4 contains 5898 members 
Mstep: Class 5 contains 57504 members 
Mstep: Class 6 contains 91997 members 
Mstep: Class 7 contains 42563 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 117618 members 
Mstep: Class 10 contains 112503 members 
Mstep: Class 11 contains 9387 members 
Mstep: Class 12 contains 96181 members 
Mstep: Class 13 contains 12198 members 
Mstep: Class 14 contains 9633 members 
Mstep: Class 16 contains 11739 members 
Mstep: Class 17 contains 9882 members 
Mstep: Class 18 contains 1354 members 
Mstep: Class 19 contains 97306 members 
Mstep: Class 20 contains 22156 members 
Mstep: Class 21 contains 102040 members 
Entering Unmasked Estep 
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Iteration 26Q: 21 clusters Score -1.116621e+08 nChanged 16890
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 101734 members 
Mstep: Class 3 contains 8190 members 
Mstep: Class 4 contains 5844 members 
Mstep: Class 5 contains 57080 members 
Mstep: Class 6 contains 91584 members 
Mstep: Class 7 contains 41573 members 
Mstep: Class 8 contains 2806 members 
Mstep: Class 9 contains 117285 members 
Mstep: Class 10 contains 109383 members 
Mstep: Class 11 contains 9388 members 
Mstep: Class 12 contains 98280 members 
Mstep: Class 13 contains 12185 members 
Mstep: Class 14 contains 9641 members 
Mstep: Class 16 contains 11818 members 
Mstep: Class 17 contains 10248 members 
Mstep: Class 18 contains 1352 members 
Mstep: Class 19 contains 98223 members 
Mstep: Class 20 contains 22358 members 
Mstep: Class 21 contains 100813 members 
Entering Unmasked Estep 
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Iteration 27Q: 21 clusters Score -1.116645e+08 nChanged 14939
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 103795 members 
Mstep: Class 3 contains 8200 members 
Mstep: Class 4 contains 5777 members 
Mstep: Class 5 contains 56533 members 
Mstep: Class 6 contains 91356 members 
Mstep: Class 7 contains 40730 members 
Mstep: Class 8 contains 2799 members 
Mstep: Class 9 contains 116909 members 
Mstep: Class 10 contains 106554 members 
Mstep: Class 11 contains 9388 members 
Mstep: Class 12 contains 100757 members 
Mstep: Class 13 contains 12197 members 
Mstep: Class 14 contains 9653 members 
Mstep: Class 16 contains 11874 members 
Mstep: Class 17 contains 10587 members 
Mstep: Class 18 contains 1349 members 
Mstep: Class 19 contains 99056 members 
Mstep: Class 20 contains 22553 members 
Mstep: Class 21 contains 99595 members 
Entering Unmasked Estep 
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Iteration 28Q: 21 clusters Score -1.11666e+08 nChanged 13624
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 105173 members 
Mstep: Class 3 contains 8202 members 
Mstep: Class 4 contains 5731 members 
Mstep: Class 5 contains 55829 members 
Mstep: Class 6 contains 91216 members 
Mstep: Class 7 contains 39958 members 
Mstep: Class 8 contains 2790 members 
Mstep: Class 9 contains 116582 members 
Mstep: Class 10 contains 104058 members 
Mstep: Class 11 contains 9390 members 
Mstep: Class 12 contains 103497 members 
Mstep: Class 13 contains 12197 members 
Mstep: Class 14 contains 9684 members 
Mstep: Class 16 contains 11923 members 
Mstep: Class 17 contains 10883 members 
Mstep: Class 18 contains 1348 members 
Mstep: Class 19 contains 99749 members 
Mstep: Class 20 contains 22709 members 
Mstep: Class 21 contains 98637 members 
Entering Unmasked Estep 
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Iteration 29Q: 21 clusters Score -1.116669e+08 nChanged 12884
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 105660 members 
Mstep: Class 3 contains 8207 members 
Mstep: Class 4 contains 5717 members 
Mstep: Class 5 contains 55063 members 
Mstep: Class 6 contains 91253 members 
Mstep: Class 7 contains 39274 members 
Mstep: Class 8 contains 2785 members 
Mstep: Class 9 contains 116226 members 
Mstep: Class 10 contains 102229 members 
Mstep: Class 11 contains 9390 members 
Mstep: Class 12 contains 106247 members 
Mstep: Class 13 contains 12221 members 
Mstep: Class 14 contains 9720 members 
Mstep: Class 16 contains 11959 members 
Mstep: Class 17 contains 11186 members 
Mstep: Class 18 contains 1344 members 
Mstep: Class 19 contains 100251 members 
Mstep: Class 20 contains 22862 members 
Mstep: Class 21 contains 97839 members 
Entering Unmasked Estep 
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Iteration 30Q: 21 clusters Score -1.116685e+08 nChanged 12882
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 105610 members 
Mstep: Class 3 contains 8209 members 
Mstep: Class 4 contains 5709 members 
Mstep: Class 5 contains 54176 members 
Mstep: Class 6 contains 91442 members 
Mstep: Class 7 contains 38593 members 
Mstep: Class 8 contains 2781 members 
Mstep: Class 9 contains 115933 members 
Mstep: Class 10 contains 100916 members 
Mstep: Class 11 contains 9390 members 
Mstep: Class 12 contains 109015 members 
Mstep: Class 13 contains 12269 members 
Mstep: Class 14 contains 9739 members 
Mstep: Class 16 contains 11988 members 
Mstep: Class 17 contains 11470 members 
Mstep: Class 18 contains 1343 members 
Mstep: Class 19 contains 100516 members 
Mstep: Class 20 contains 23000 members 
Mstep: Class 21 contains 97202 members 
Entering Unmasked Estep 
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Iteration 31Q: 21 clusters Score -1.116688e+08 nChanged 13186
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 105197 members 
Mstep: Class 3 contains 8209 members 
Mstep: Class 4 contains 5689 members 
Mstep: Class 5 contains 53216 members 
Mstep: Class 6 contains 91644 members 
Mstep: Class 7 contains 37977 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 115745 members 
Mstep: Class 10 contains 100038 members 
Mstep: Class 11 contains 9389 members 
Mstep: Class 12 contains 111630 members 
Mstep: Class 13 contains 12304 members 
Mstep: Class 14 contains 9781 members 
Mstep: Class 16 contains 12028 members 
Mstep: Class 17 contains 11732 members 
Mstep: Class 18 contains 1343 members 
Mstep: Class 19 contains 100574 members 
Mstep: Class 20 contains 23094 members 
Mstep: Class 21 contains 96800 members 
Entering Unmasked Estep 
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Iteration 32Q: 21 clusters Score -1.116693e+08 nChanged 13147
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 104691 members 
Mstep: Class 3 contains 8205 members 
Mstep: Class 4 contains 5677 members 
Mstep: Class 5 contains 52252 members 
Mstep: Class 6 contains 91808 members 
Mstep: Class 7 contains 37402 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 115615 members 
Mstep: Class 10 contains 99474 members 
Mstep: Class 11 contains 9395 members 
Mstep: Class 12 contains 113960 members 
Mstep: Class 13 contains 12335 members 
Mstep: Class 14 contains 9796 members 
Mstep: Class 16 contains 12044 members 
Mstep: Class 17 contains 12007 members 
Mstep: Class 18 contains 1343 members 
Mstep: Class 19 contains 100489 members 
Mstep: Class 20 contains 23165 members 
Mstep: Class 21 contains 96615 members 
Entering Unmasked Estep 
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Iteration 33Q: 21 clusters Score -1.116701e+08 nChanged 12935
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 104329 members 
Mstep: Class 3 contains 8201 members 
Mstep: Class 4 contains 5675 members 
Mstep: Class 5 contains 51252 members 
Mstep: Class 6 contains 91832 members 
Mstep: Class 7 contains 36828 members 
Mstep: Class 8 contains 2782 members 
Mstep: Class 9 contains 115596 members 
Mstep: Class 10 contains 99384 members 
Mstep: Class 11 contains 9399 members 
Mstep: Class 12 contains 115576 members 
Mstep: Class 13 contains 12388 members 
Mstep: Class 14 contains 9807 members 
Mstep: Class 16 contains 12075 members 
Mstep: Class 17 contains 12256 members 
Mstep: Class 18 contains 1343 members 
Mstep: Class 19 contains 100307 members 
Mstep: Class 20 contains 23228 members 
Mstep: Class 21 contains 96667 members 
Entering Unmasked Estep 
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Iteration 34Q: 21 clusters Score -1.116703e+08 nChanged 12137
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 104014 members 
Mstep: Class 3 contains 8196 members 
Mstep: Class 4 contains 5674 members 
Mstep: Class 5 contains 50253 members 
Mstep: Class 6 contains 91746 members 
Mstep: Class 7 contains 36312 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 115637 members 
Mstep: Class 10 contains 99973 members 
Mstep: Class 11 contains 9401 members 
Mstep: Class 12 contains 116361 members 
Mstep: Class 13 contains 12432 members 
Mstep: Class 14 contains 9818 members 
Mstep: Class 16 contains 12103 members 
Mstep: Class 17 contains 12523 members 
Mstep: Class 18 contains 1343 members 
Mstep: Class 19 contains 100074 members 
Mstep: Class 20 contains 23298 members 
Mstep: Class 21 contains 96883 members 
Entering Unmasked Estep 
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Iteration 35Q: 21 clusters Score -1.116697e+08 nChanged 11252
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 103808 members 
Mstep: Class 3 contains 8199 members 
Mstep: Class 4 contains 5654 members 
Mstep: Class 5 contains 49342 members 
Mstep: Class 6 contains 91590 members 
Mstep: Class 7 contains 35796 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 115808 members 
Mstep: Class 10 contains 101099 members 
Mstep: Class 11 contains 9404 members 
Mstep: Class 12 contains 116173 members 
Mstep: Class 13 contains 12472 members 
Mstep: Class 14 contains 9829 members 
Mstep: Class 16 contains 12110 members 
Mstep: Class 17 contains 12810 members 
Mstep: Class 18 contains 1343 members 
Mstep: Class 19 contains 99823 members 
Mstep: Class 20 contains 23402 members 
Mstep: Class 21 contains 97283 members 
Entering Unmasked Estep 
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Iteration 36Q: 21 clusters Score -1.116696e+08 nChanged 9983
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 103749 members 
Mstep: Class 3 contains 8198 members 
Mstep: Class 4 contains 5670 members 
Mstep: Class 5 contains 48415 members 
Mstep: Class 6 contains 91336 members 
Mstep: Class 7 contains 35329 members 
Mstep: Class 8 contains 2779 members 
Mstep: Class 9 contains 115965 members 
Mstep: Class 10 contains 102772 members 
Mstep: Class 11 contains 9404 members 
Mstep: Class 12 contains 115267 members 
Mstep: Class 13 contains 12507 members 
Mstep: Class 14 contains 9839 members 
Mstep: Class 16 contains 12116 members 
Mstep: Class 17 contains 13089 members 
Mstep: Class 18 contains 1343 members 
Mstep: Class 19 contains 99569 members 
Mstep: Class 20 contains 23504 members 
Mstep: Class 21 contains 97763 members 
Entering Unmasked Estep 
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Iteration 37Q: 21 clusters Score -1.116696e+08 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 103727 members 
Mstep: Class 3 contains 8192 members 
Mstep: Class 4 contains 5705 members 
Mstep: Class 5 contains 47597 members 
Mstep: Class 6 contains 91084 members 
Mstep: Class 7 contains 34906 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 116139 members 
Mstep: Class 10 contains 104773 members 
Mstep: Class 11 contains 9400 members 
Mstep: Class 12 contains 113732 members 
Mstep: Class 13 contains 12550 members 
Mstep: Class 14 contains 9854 members 
Mstep: Class 16 contains 12135 members 
Mstep: Class 17 contains 13337 members 
Mstep: Class 18 contains 1343 members 
Mstep: Class 19 contains 99279 members 
Mstep: Class 20 contains 23617 members 
Mstep: Class 21 contains 98344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111669720.000000 Penalty: 44623.906250
Iteration 38Q: 21 clusters Score -1.116697e+08 nChanged 7854
Entering ConstructFrom: 
Score: -111669720.000000 Penalty: 44623.906250
Entering ConstructFrom: 
Trying to split cluster 1 (9699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Entering Unmasked Estep 
Score: -1207531.250000 Penalty: 1491.713989
	Iteration 0F: 2 clusters Score -1207531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1200617.625000 Penalty: 2983.427979
	Iteration 0F: 3 clusters Score -1200618 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1202922.125000 Penalty: 2983.427979
	Iteration 1F: 3 clusters Score -1202922 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1203174.000000 Penalty: 2983.427979
	Iteration 2F: 3 clusters Score -1203174 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1203370.750000 Penalty: 2983.427979
	Iteration 3Q: 3 clusters Score -1203371 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1203534.875000 Penalty: 2983.427979
	Iteration 4Q: 3 clusters Score -1203535 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1203693.000000 Penalty: 2983.427979
	Iteration 5Q: 3 clusters Score -1203693 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1203844.250000 Penalty: 2983.427979
	Iteration 6Q: 3 clusters Score -1203844 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1204014.125000 Penalty: 2983.427979
	Iteration 7Q: 3 clusters Score -1204014 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1204211.625000 Penalty: 2983.427979
	Iteration 8Q: 3 clusters Score -1204212 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1204440.375000 Penalty: 2983.427979
	Iteration 9Q: 3 clusters Score -1204440 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1204699.500000 Penalty: 2983.427979
	Iteration 10Q: 3 clusters Score -1204700 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1204946.875000 Penalty: 2983.427979
	Iteration 11Q: 3 clusters Score -1204947 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1205162.375000 Penalty: 2983.427979
	Iteration 12Q: 3 clusters Score -1205162 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1205356.000000 Penalty: 2983.427979
	Iteration 13Q: 3 clusters Score -1205356 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1205522.750000 Penalty: 2983.427979
	Iteration 14Q: 3 clusters Score -1205523 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1205691.375000 Penalty: 2983.427979
	Iteration 15Q: 3 clusters Score -1205691 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1205848.375000 Penalty: 2983.427979
	Iteration 16Q: 3 clusters Score -1205848 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1205978.375000 Penalty: 2983.427979
	Iteration 17Q: 3 clusters Score -1205978 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1206097.000000 Penalty: 2983.427979
	Iteration 18Q: 3 clusters Score -1206097 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1206165.875000 Penalty: 2983.427979
	Iteration 19Q: 3 clusters Score -1206166 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1206221.125000 Penalty: 2983.427979
	Iteration 20F: 3 clusters Score -1206221 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1206253.625000 Penalty: 2983.427979
	Iteration 21Q: 3 clusters Score -1206254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1206272.250000 Penalty: 2983.427979
	Iteration 22Q: 3 clusters Score -1206272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1206284.625000 Penalty: 2983.427979
	Iteration 23Q: 3 clusters Score -1206285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1206292.875000 Penalty: 2983.427979
	Iteration 24Q: 3 clusters Score -1206293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1206295.750000 Penalty: 2983.427979
	Iteration 25Q: 3 clusters Score -1206296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1206300.000000 Penalty: 2983.427979
	Iteration 26Q: 3 clusters Score -1206300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1206305.375000 Penalty: 2983.427979
	Iteration 27Q: 3 clusters Score -1206305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1206305.750000 Penalty: 2983.427979
	Iteration 28Q: 3 clusters Score -1206306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1206308.250000 Penalty: 2983.427979
	Iteration 29Q: 3 clusters Score -1206308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1206310.375000 Penalty: 2983.427979
	Iteration 30Q: 3 clusters Score -1206310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1206314.125000 Penalty: 2983.427979
	Iteration 31Q: 3 clusters Score -1206314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1206315.000000 Penalty: 2983.427979
	Iteration 32Q: 3 clusters Score -1206315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1206315.000000 Penalty: 2983.427979
	Iteration 33F: 3 clusters Score -1206315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (103830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103830 members 
Entering Unmasked Estep 
Score: -13041776.000000 Penalty: 1876.957886
	Iteration 0F: 2 clusters Score -1.304178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52158 members 
Mstep: Class 2 contains 51672 members 
Entering Unmasked Estep 
Score: -12975988.000000 Penalty: 3753.915771
	Iteration 0F: 3 clusters Score -1.297599e+07 nChanged 49605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56179 members 
Mstep: Class 2 contains 47651 members 
Entering Unmasked Estep 
Score: -13006309.000000 Penalty: 3753.915771
	Iteration 1F: 3 clusters Score -1.300631e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59079 members 
Mstep: Class 2 contains 44751 members 
Entering Unmasked Estep 
Score: -13009215.000000 Penalty: 3753.915771
	Iteration 2F: 3 clusters Score -1.300922e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63744 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -13013836.000000 Penalty: 3753.915771
	Iteration 3F: 3 clusters Score -1.301384e+07 nChanged 8493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70419 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -13019810.000000 Penalty: 3753.915771
	Iteration 4F: 3 clusters Score -1.301981e+07 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78018 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -13026738.000000 Penalty: 3753.915771
	Iteration 5F: 3 clusters Score -1.302674e+07 nChanged 7674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85258 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -13033572.000000 Penalty: 3753.915771
	Iteration 6F: 3 clusters Score -1.303357e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90922 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -13039018.000000 Penalty: 3753.915771
	Iteration 7F: 3 clusters Score -1.303902e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94503 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -13042213.000000 Penalty: 3753.915771
	Iteration 8Q: 3 clusters Score -1.304221e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96648 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -13043657.000000 Penalty: 3753.915771
	Iteration 9Q: 3 clusters Score -1.304366e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97980 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -13044474.000000 Penalty: 3753.915771
	Iteration 10Q: 3 clusters Score -1.304447e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98860 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -13045214.000000 Penalty: 3753.915771
	Iteration 11Q: 3 clusters Score -1.304521e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99355 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -13045733.000000 Penalty: 3753.915771
	Iteration 12Q: 3 clusters Score -1.304573e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99627 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -13045859.000000 Penalty: 3753.915771
	Iteration 13Q: 3 clusters Score -1.304586e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99804 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -13045963.000000 Penalty: 3753.915771
	Iteration 14Q: 3 clusters Score -1.304596e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99914 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -13045955.000000 Penalty: 3753.915771
	Iteration 15Q: 3 clusters Score -1.304596e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99988 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -13045973.000000 Penalty: 3753.915771
	Iteration 16Q: 3 clusters Score -1.304597e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100030 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -13045943.000000 Penalty: 3753.915771
	Iteration 17Q: 3 clusters Score -1.304594e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100055 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -13045955.000000 Penalty: 3753.915771
	Iteration 18Q: 3 clusters Score -1.304596e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100070 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -13045964.000000 Penalty: 3753.915771
	Iteration 19Q: 3 clusters Score -1.304596e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100082 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -13045960.000000 Penalty: 3753.915771
	Iteration 20F: 3 clusters Score -1.304596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100092 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -13045955.000000 Penalty: 3753.915771
	Iteration 21Q: 3 clusters Score -1.304596e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100097 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -13045964.000000 Penalty: 3753.915771
	Iteration 22Q: 3 clusters Score -1.304596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100105 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -13045957.000000 Penalty: 3753.915771
	Iteration 23Q: 3 clusters Score -1.304596e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100113 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -13045946.000000 Penalty: 3753.915771
	Iteration 24Q: 3 clusters Score -1.304595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100121 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -13045945.000000 Penalty: 3753.915771
	Iteration 25Q: 3 clusters Score -1.304594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100127 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -13045944.000000 Penalty: 3753.915771
	Iteration 26Q: 3 clusters Score -1.304594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100130 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -13045946.000000 Penalty: 3753.915771
	Iteration 27Q: 3 clusters Score -1.304595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100133 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -13045942.000000 Penalty: 3753.915771
	Iteration 28Q: 3 clusters Score -1.304594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100137 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -13045931.000000 Penalty: 3753.915771
	Iteration 29Q: 3 clusters Score -1.304593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100140 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -13045942.000000 Penalty: 3753.915771
	Iteration 30Q: 3 clusters Score -1.304594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100142 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -13045940.000000 Penalty: 3753.915771
	Iteration 31Q: 3 clusters Score -1.304594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100144 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -13045942.000000 Penalty: 3753.915771
	Iteration 32Q: 3 clusters Score -1.304594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100145 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -13045937.000000 Penalty: 3753.915771
	Iteration 33Q: 3 clusters Score -1.304594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100145 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -13045937.000000 Penalty: 3753.915771
	Iteration 34F: 3 clusters Score -1.304594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 100145 members 
Mstep: Class 3 contains 8188 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 46887 members 
Mstep: Class 6 contains 90905 members 
Mstep: Class 7 contains 34532 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 116291 members 
Mstep: Class 10 contains 106626 members 
Mstep: Class 11 contains 9400 members 
Mstep: Class 12 contains 111942 members 
Mstep: Class 13 contains 12586 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 3685 members 
Mstep: Class 16 contains 12156 members 
Mstep: Class 17 contains 13543 members 
Mstep: Class 18 contains 1343 members 
Mstep: Class 19 contains 98981 members 
Mstep: Class 20 contains 23755 members 
Mstep: Class 21 contains 98993 members 
Entering Unmasked Estep 
Score: -111672928.000000 Penalty: 46855.101562
Splitting cluster 2 changes total score from -111669720.000000 to -111672928.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 3 (8188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Entering Unmasked Estep 
Score: -944083.687500 Penalty: 1464.193970
	Iteration 0F: 2 clusters Score -944083.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -938294.187500 Penalty: 2928.387939
	Iteration 0F: 3 clusters Score -938294.2 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -940534.000000 Penalty: 2928.387939
	Iteration 1F: 3 clusters Score -940534 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -941150.500000 Penalty: 2928.387939
	Iteration 2F: 3 clusters Score -941150.5 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -941656.625000 Penalty: 2928.387939
	Iteration 3F: 3 clusters Score -941656.6 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -942173.250000 Penalty: 2928.387939
	Iteration 4F: 3 clusters Score -942173.2 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -942786.625000 Penalty: 2928.387939
	Iteration 5F: 3 clusters Score -942786.6 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -943646.687500 Penalty: 2928.387939
	Iteration 6F: 3 clusters Score -943646.7 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -944537.125000 Penalty: 2928.387939
	Iteration 7F: 3 clusters Score -944537.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -945067.062500 Penalty: 2928.387939
	Iteration 8F: 3 clusters Score -945067.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -945340.812500 Penalty: 2928.387939
	Iteration 9Q: 3 clusters Score -945340.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -945470.625000 Penalty: 2928.387939
	Iteration 10Q: 3 clusters Score -945470.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -945548.812500 Penalty: 2928.387939
	Iteration 11Q: 3 clusters Score -945548.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -945604.812500 Penalty: 2928.387939
	Iteration 12Q: 3 clusters Score -945604.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -945651.000000 Penalty: 2928.387939
	Iteration 13Q: 3 clusters Score -945651 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -945692.750000 Penalty: 2928.387939
	Iteration 14Q: 3 clusters Score -945692.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -945729.687500 Penalty: 2928.387939
	Iteration 15Q: 3 clusters Score -945729.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -945762.062500 Penalty: 2928.387939
	Iteration 16Q: 3 clusters Score -945762.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -945788.625000 Penalty: 2928.387939
	Iteration 17Q: 3 clusters Score -945788.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -945802.937500 Penalty: 2928.387939
	Iteration 18Q: 3 clusters Score -945802.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -945814.562500 Penalty: 2928.387939
	Iteration 19Q: 3 clusters Score -945814.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -945815.687500 Penalty: 2928.387939
	Iteration 20F: 3 clusters Score -945815.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -945819.187500 Penalty: 2928.387939
	Iteration 21Q: 3 clusters Score -945819.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -945823.500000 Penalty: 2928.387939
	Iteration 22Q: 3 clusters Score -945823.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -945824.625000 Penalty: 2928.387939
	Iteration 23Q: 3 clusters Score -945824.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -945825.000000 Penalty: 2928.387939
	Iteration 24Q: 3 clusters Score -945825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -945825.750000 Penalty: 2928.387939
	Iteration 25Q: 3 clusters Score -945825.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -945829.000000 Penalty: 2928.387939
	Iteration 26Q: 3 clusters Score -945829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -945829.187500 Penalty: 2928.387939
	Iteration 27Q: 3 clusters Score -945829.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -945830.437500 Penalty: 2928.387939
	Iteration 28Q: 3 clusters Score -945830.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -945831.687500 Penalty: 2928.387939
	Iteration 29Q: 3 clusters Score -945831.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -945834.750000 Penalty: 2928.387939
	Iteration 30Q: 3 clusters Score -945834.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -945836.312500 Penalty: 2928.387939
	Iteration 31Q: 3 clusters Score -945836.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -945835.625000 Penalty: 2928.387939
	Iteration 32Q: 3 clusters Score -945835.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -945836.875000 Penalty: 2928.387939
	Iteration 33Q: 3 clusters Score -945836.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -945835.437500 Penalty: 2928.387939
	Iteration 34Q: 3 clusters Score -945835.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -945835.875000 Penalty: 2928.387939
	Iteration 35Q: 3 clusters Score -945835.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -945834.937500 Penalty: 2928.387939
	Iteration 36Q: 3 clusters Score -945834.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -945834.937500 Penalty: 2928.387939
	Iteration 37F: 3 clusters Score -945834.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 100145 members 
Mstep: Class 3 contains 5877 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 46887 members 
Mstep: Class 6 contains 90905 members 
Mstep: Class 7 contains 34532 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 116291 members 
Mstep: Class 10 contains 106626 members 
Mstep: Class 11 contains 9400 members 
Mstep: Class 12 contains 111942 members 
Mstep: Class 13 contains 12586 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 3685 members 
Mstep: Class 16 contains 12156 members 
Mstep: Class 17 contains 13543 members 
Mstep: Class 18 contains 1343 members 
Mstep: Class 19 contains 98981 members 
Mstep: Class 20 contains 23755 members 
Mstep: Class 21 contains 98993 members 
Mstep: Class 22 contains 2311 members 
Entering Unmasked Estep 
Score: -111674480.000000 Penalty: 49086.296875
Splitting cluster 3 changes total score from -111669720.000000 to -111674480.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 4 (5730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Entering Unmasked Estep 
Score: -690087.500000 Penalty: 1406.189087
	Iteration 0F: 2 clusters Score -690087.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -685730.187500 Penalty: 2812.378174
	Iteration 0F: 3 clusters Score -685730.2 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -688214.375000 Penalty: 2812.378174
	Iteration 1F: 3 clusters Score -688214.4 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -690838.312500 Penalty: 2812.378174
	Iteration 2F: 3 clusters Score -690838.3 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -693282.562500 Penalty: 2812.378174
	Iteration 3F: 3 clusters Score -693282.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -693808.500000 Penalty: 2812.378174
	Iteration 4F: 3 clusters Score -693808.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -693903.875000 Penalty: 2812.378174
	Iteration 5Q: 3 clusters Score -693903.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -693921.125000 Penalty: 2812.378174
	Iteration 6Q: 3 clusters Score -693921.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -693927.375000 Penalty: 2812.378174
	Iteration 7Q: 3 clusters Score -693927.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -693930.437500 Penalty: 2812.378174
	Iteration 8Q: 3 clusters Score -693930.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -693930.500000 Penalty: 2812.378174
	Iteration 9Q: 3 clusters Score -693930.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -693933.625000 Penalty: 2812.378174
	Iteration 10Q: 3 clusters Score -693933.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -693934.437500 Penalty: 2812.378174
	Iteration 11Q: 3 clusters Score -693934.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -693934.437500 Penalty: 2812.378174
	Iteration 12F: 3 clusters Score -693934.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 100145 members 
Mstep: Class 3 contains 5877 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 46887 members 
Mstep: Class 6 contains 90905 members 
Mstep: Class 7 contains 34532 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 116291 members 
Mstep: Class 10 contains 106626 members 
Mstep: Class 11 contains 9400 members 
Mstep: Class 12 contains 111942 members 
Mstep: Class 13 contains 12586 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 3685 members 
Mstep: Class 16 contains 12156 members 
Mstep: Class 17 contains 13543 members 
Mstep: Class 18 contains 1343 members 
Mstep: Class 19 contains 98981 members 
Mstep: Class 20 contains 23755 members 
Mstep: Class 21 contains 98993 members 
Mstep: Class 22 contains 2311 members 
Mstep: Class 23 contains 4268 members 
Entering Unmasked Estep 
Score: -111677072.000000 Penalty: 51317.492188
Splitting cluster 4 changes total score from -111669720.000000 to -111677072.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (46887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Entering Unmasked Estep 
Score: -5842915.500000 Penalty: 1747.768066
	Iteration 0F: 2 clusters Score -5842916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -5811476.500000 Penalty: 3495.536133
	Iteration 0F: 3 clusters Score -5811476 nChanged 22017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -5823954.500000 Penalty: 3495.536133
	Iteration 1F: 3 clusters Score -5823954 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -5824726.000000 Penalty: 3495.536133
	Iteration 2Q: 3 clusters Score -5824726 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -5825685.000000 Penalty: 3495.536133
	Iteration 3Q: 3 clusters Score -5825685 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -5827025.000000 Penalty: 3495.536133
	Iteration 4F: 3 clusters Score -5827025 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -5828475.500000 Penalty: 3495.536133
	Iteration 5F: 3 clusters Score -5828476 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -5830217.500000 Penalty: 3495.536133
	Iteration 6F: 3 clusters Score -5830218 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -5832133.500000 Penalty: 3495.536133
	Iteration 7F: 3 clusters Score -5832134 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -5833965.500000 Penalty: 3495.536133
	Iteration 8F: 3 clusters Score -5833966 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -5835958.500000 Penalty: 3495.536133
	Iteration 9F: 3 clusters Score -5835958 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -5838822.000000 Penalty: 3495.536133
	Iteration 10F: 3 clusters Score -5838822 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -5841735.000000 Penalty: 3495.536133
	Iteration 11Q: 3 clusters Score -5841735 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -5842847.500000 Penalty: 3495.536133
	Iteration 12Q: 3 clusters Score -5842848 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -5843196.000000 Penalty: 3495.536133
	Iteration 13Q: 3 clusters Score -5843196 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -5843319.500000 Penalty: 3495.536133
	Iteration 14Q: 3 clusters Score -5843320 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -5843382.500000 Penalty: 3495.536133
	Iteration 15Q: 3 clusters Score -5843382 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -5843426.000000 Penalty: 3495.536133
	Iteration 16Q: 3 clusters Score -5843426 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -5843467.000000 Penalty: 3495.536133
	Iteration 17Q: 3 clusters Score -5843467 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -5843528.000000 Penalty: 3495.536133
	Iteration 18Q: 3 clusters Score -5843528 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -5843568.500000 Penalty: 3495.536133
	Iteration 19Q: 3 clusters Score -5843568 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -5843616.000000 Penalty: 3495.536133
	Iteration 20F: 3 clusters Score -5843616 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -5843603.000000 Penalty: 3495.536133
	Iteration 21Q: 3 clusters Score -5843603 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -5843623.000000 Penalty: 3495.536133
	Iteration 22Q: 3 clusters Score -5843623 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -5843630.000000 Penalty: 3495.536133
	Iteration 23Q: 3 clusters Score -5843630 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -5843656.500000 Penalty: 3495.536133
	Iteration 24Q: 3 clusters Score -5843656 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -5843687.500000 Penalty: 3495.536133
	Iteration 25Q: 3 clusters Score -5843688 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -5843696.500000 Penalty: 3495.536133
	Iteration 26Q: 3 clusters Score -5843696 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -5843694.000000 Penalty: 3495.536133
	Iteration 27Q: 3 clusters Score -5843694 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -5843707.000000 Penalty: 3495.536133
	Iteration 28Q: 3 clusters Score -5843707 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -5843733.500000 Penalty: 3495.536133
	Iteration 29Q: 3 clusters Score -5843734 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -5843731.000000 Penalty: 3495.536133
	Iteration 30Q: 3 clusters Score -5843731 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -5843742.000000 Penalty: 3495.536133
	Iteration 31Q: 3 clusters Score -5843742 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -5843760.000000 Penalty: 3495.536133
	Iteration 32Q: 3 clusters Score -5843760 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -5843758.500000 Penalty: 3495.536133
	Iteration 33Q: 3 clusters Score -5843758 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -5843766.000000 Penalty: 3495.536133
	Iteration 34Q: 3 clusters Score -5843766 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -5843752.500000 Penalty: 3495.536133
	Iteration 35Q: 3 clusters Score -5843752 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -5843755.500000 Penalty: 3495.536133
	Iteration 36Q: 3 clusters Score -5843756 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -5843755.000000 Penalty: 3495.536133
	Iteration 37Q: 3 clusters Score -5843755 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -5843765.000000 Penalty: 3495.536133
	Iteration 38Q: 3 clusters Score -5843765 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -5843768.000000 Penalty: 3495.536133
	Iteration 39Q: 3 clusters Score -5843768 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -5843761.500000 Penalty: 3495.536133
	Iteration 40F: 3 clusters Score -5843762 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -5843782.500000 Penalty: 3495.536133
	Iteration 41Q: 3 clusters Score -5843782 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -5843788.500000 Penalty: 3495.536133
	Iteration 42Q: 3 clusters Score -5843788 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -5843804.500000 Penalty: 3495.536133
	Iteration 43Q: 3 clusters Score -5843804 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -5843812.000000 Penalty: 3495.536133
	Iteration 44Q: 3 clusters Score -5843812 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -5843818.500000 Penalty: 3495.536133
	Iteration 45Q: 3 clusters Score -5843818 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -5843820.000000 Penalty: 3495.536133
	Iteration 46Q: 3 clusters Score -5843820 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5843825 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -5843821.500000 Penalty: 3495.536133
	Iteration 48Q: 3 clusters Score -5843822 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -5843824.500000 Penalty: 3495.536133
	Iteration 49Q: 3 clusters Score -5843824 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -5843827.000000 Penalty: 3495.536133
	Iteration 50Q: 3 clusters Score -5843827 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5843842 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -5843836.500000 Penalty: 3495.536133
	Iteration 52Q: 3 clusters Score -5843836 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -5843840.000000 Penalty: 3495.536133
	Iteration 53Q: 3 clusters Score -5843840 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5843836 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5843846 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -5843841.500000 Penalty: 3495.536133
	Iteration 56Q: 3 clusters Score -5843842 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5843848 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -5843842.500000 Penalty: 3495.536133
	Iteration 58Q: 3 clusters Score -5843842 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5843866 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -5843874.500000 Penalty: 3495.536133
	Iteration 60F: 3 clusters Score -5843874 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5843880 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5843880 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5843884 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -5843907.000000 Penalty: 3495.536133
	Iteration 64Q: 3 clusters Score -5843907 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -5843918.000000 Penalty: 3495.536133
	Iteration 65Q: 3 clusters Score -5843918 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -5843924.000000 Penalty: 3495.536133
	Iteration 66Q: 3 clusters Score -5843924 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -5843921.500000 Penalty: 3495.536133
	Iteration 67Q: 3 clusters Score -5843922 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -5843933.000000 Penalty: 3495.536133
	Iteration 68Q: 3 clusters Score -5843933 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -5843917.500000 Penalty: 3495.536133
	Iteration 69Q: 3 clusters Score -5843918 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -5843931.500000 Penalty: 3495.536133
	Iteration 70Q: 3 clusters Score -5843932 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5843934 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5843928 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5843921 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -5843923.000000 Penalty: 3495.536133
	Iteration 74Q: 3 clusters Score -5843923 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5843938 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5843936 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5843951 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5843945 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5843952 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -5843953.500000 Penalty: 3495.536133
	Iteration 80F: 3 clusters Score -5843954 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -5843956.000000 Penalty: 3495.536133
	Iteration 81Q: 3 clusters Score -5843956 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -5843962.000000 Penalty: 3495.536133
	Iteration 82Q: 3 clusters Score -5843962 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -5843971.500000 Penalty: 3495.536133
	Iteration 83Q: 3 clusters Score -5843972 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -5843958.000000 Penalty: 3495.536133
	Iteration 84Q: 3 clusters Score -5843958 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -5843964.000000 Penalty: 3495.536133
	Iteration 85Q: 3 clusters Score -5843964 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5843976 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5843968 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5844002 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5844010 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5844007 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -5844022.000000 Penalty: 3495.536133
	Iteration 91Q: 3 clusters Score -5844022 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5844028 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -5844033.000000 Penalty: 3495.536133
	Iteration 93Q: 3 clusters Score -5844033 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -5844041.000000 Penalty: 3495.536133
	Iteration 94Q: 3 clusters Score -5844041 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -5844048.000000 Penalty: 3495.536133
	Iteration 95Q: 3 clusters Score -5844048 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5844034 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -5844052.000000 Penalty: 3495.536133
	Iteration 97Q: 3 clusters Score -5844052 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5844052 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5844050 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -5844053.500000 Penalty: 3495.536133
	Iteration 100F: 3 clusters Score -5844054 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -5844061.000000 Penalty: 3495.536133
	Iteration 101Q: 3 clusters Score -5844061 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5844054 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -5844066.000000 Penalty: 3495.536133
	Iteration 103Q: 3 clusters Score -5844066 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5844080 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -5844082.500000 Penalty: 3495.536133
	Iteration 105Q: 3 clusters Score -5844082 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5844074 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -5844099.000000 Penalty: 3495.536133
	Iteration 107Q: 3 clusters Score -5844099 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -5844117.000000 Penalty: 3495.536133
	Iteration 108Q: 3 clusters Score -5844117 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -5844146.500000 Penalty: 3495.536133
	Iteration 109Q: 3 clusters Score -5844146 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -5844161.000000 Penalty: 3495.536133
	Iteration 110Q: 3 clusters Score -5844161 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -5844197.000000 Penalty: 3495.536133
	Iteration 111Q: 3 clusters Score -5844197 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -5844226.000000 Penalty: 3495.536133
	Iteration 112Q: 3 clusters Score -5844226 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5844288 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -5844370.000000 Penalty: 3495.536133
	Iteration 114Q: 3 clusters Score -5844370 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5844484 nChanged 371
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5844608 nChanged 403
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Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5844781 nChanged 493
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Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5845106 nChanged 553
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Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5845520 nChanged 613
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -5845980.000000 Penalty: 3495.536133
	Iteration 120F: 3 clusters Score -5845980 nChanged 562
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Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5846409 nChanged 517
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5846776 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -5846983.500000 Penalty: 3495.536133
	Iteration 123Q: 3 clusters Score -5846984 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -5847123.000000 Penalty: 3495.536133
	Iteration 124Q: 3 clusters Score -5847123 nChanged 223
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -5847217.500000 Penalty: 3495.536133
	Iteration 125Q: 3 clusters Score -5847218 nChanged 162
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -5847229.000000 Penalty: 3495.536133
	Iteration 126Q: 3 clusters Score -5847229 nChanged 122
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -5847244.500000 Penalty: 3495.536133
	Iteration 127Q: 3 clusters Score -5847244 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -5847255.500000 Penalty: 3495.536133
	Iteration 128Q: 3 clusters Score -5847256 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -5847268.000000 Penalty: 3495.536133
	Iteration 129Q: 3 clusters Score -5847268 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -5847275.500000 Penalty: 3495.536133
	Iteration 130Q: 3 clusters Score -5847276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -5847284.000000 Penalty: 3495.536133
	Iteration 131Q: 3 clusters Score -5847284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -5847283.500000 Penalty: 3495.536133
	Iteration 132Q: 3 clusters Score -5847284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -5847287.500000 Penalty: 3495.536133
	Iteration 133Q: 3 clusters Score -5847288 nChanged 10
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Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5847288 nChanged 8
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Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -5847283.500000 Penalty: 3495.536133
	Iteration 135Q: 3 clusters Score -5847284 nChanged 7
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Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -5847282.000000 Penalty: 3495.536133
	Iteration 136Q: 3 clusters Score -5847282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -5847274.500000 Penalty: 3495.536133
	Iteration 137Q: 3 clusters Score -5847274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -5847275.500000 Penalty: 3495.536133
	Iteration 138Q: 3 clusters Score -5847276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -5847273.500000 Penalty: 3495.536133
	Iteration 139Q: 3 clusters Score -5847274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -5847266.000000 Penalty: 3495.536133
	Iteration 140F: 3 clusters Score -5847266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -5847273.000000 Penalty: 3495.536133
	Iteration 141Q: 3 clusters Score -5847273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -5847273.000000 Penalty: 3495.536133
	Iteration 142F: 3 clusters Score -5847273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 100145 members 
Mstep: Class 3 contains 5877 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 39292 members 
Mstep: Class 6 contains 90905 members 
Mstep: Class 7 contains 34532 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 116291 members 
Mstep: Class 10 contains 106626 members 
Mstep: Class 11 contains 9400 members 
Mstep: Class 12 contains 111942 members 
Mstep: Class 13 contains 12586 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 3685 members 
Mstep: Class 16 contains 12156 members 
Mstep: Class 17 contains 13543 members 
Mstep: Class 18 contains 1343 members 
Mstep: Class 19 contains 98981 members 
Mstep: Class 20 contains 23755 members 
Mstep: Class 21 contains 98993 members 
Mstep: Class 22 contains 2311 members 
Mstep: Class 23 contains 4268 members 
Mstep: Class 24 contains 7595 members 
Entering Unmasked Estep 
Score: -111680368.000000 Penalty: 53548.687500
Splitting cluster 5 changes total score from -111669720.000000 to -111680368.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (90905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90905 members 
Entering Unmasked Estep 
Score: -11066381.000000 Penalty: 1855.355103
	Iteration 0F: 2 clusters Score -1.106638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -11005724.000000 Penalty: 3710.710205
	Iteration 0F: 3 clusters Score -1.100572e+07 nChanged 43453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 47127 members 
Entering Unmasked Estep 
Score: -11031564.000000 Penalty: 3710.710205
	Iteration 1F: 3 clusters Score -1.103156e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 48075 members 
Entering Unmasked Estep 
Score: -11032820.000000 Penalty: 3710.710205
	Iteration 2Q: 3 clusters Score -1.103282e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 49516 members 
Entering Unmasked Estep 
Score: -11034562.000000 Penalty: 3710.710205
	Iteration 3Q: 3 clusters Score -1.103456e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
Score: -11036741.000000 Penalty: 3710.710205
	Iteration 4F: 3 clusters Score -1.103674e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 53883 members 
Entering Unmasked Estep 
Score: -11039509.000000 Penalty: 3710.710205
	Iteration 5F: 3 clusters Score -1.103951e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 56849 members 
Entering Unmasked Estep 
Score: -11042744.000000 Penalty: 3710.710205
	Iteration 6F: 3 clusters Score -1.104274e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 60038 members 
Entering Unmasked Estep 
Score: -11046336.000000 Penalty: 3710.710205
	Iteration 7F: 3 clusters Score -1.104634e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 63027 members 
Entering Unmasked Estep 
Score: -11049557.000000 Penalty: 3710.710205
	Iteration 8F: 3 clusters Score -1.104956e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 65658 members 
Entering Unmasked Estep 
Score: -11051848.000000 Penalty: 3710.710205
	Iteration 9Q: 3 clusters Score -1.105185e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 67952 members 
Entering Unmasked Estep 
Score: -11053579.000000 Penalty: 3710.710205
	Iteration 10Q: 3 clusters Score -1.105358e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 70040 members 
Entering Unmasked Estep 
Score: -11054925.000000 Penalty: 3710.710205
	Iteration 11Q: 3 clusters Score -1.105492e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 71988 members 
Entering Unmasked Estep 
Score: -11056107.000000 Penalty: 3710.710205
	Iteration 12Q: 3 clusters Score -1.105611e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 73836 members 
Entering Unmasked Estep 
Score: -11057448.000000 Penalty: 3710.710205
	Iteration 13Q: 3 clusters Score -1.105745e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 75639 members 
Entering Unmasked Estep 
Score: -11058802.000000 Penalty: 3710.710205
	Iteration 14Q: 3 clusters Score -1.10588e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 77358 members 
Entering Unmasked Estep 
Score: -11060492.000000 Penalty: 3710.710205
	Iteration 15Q: 3 clusters Score -1.106049e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 78851 members 
Entering Unmasked Estep 
Score: -11062612.000000 Penalty: 3710.710205
	Iteration 16Q: 3 clusters Score -1.106261e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 80014 members 
Entering Unmasked Estep 
Score: -11064859.000000 Penalty: 3710.710205
	Iteration 17Q: 3 clusters Score -1.106486e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 80767 members 
Entering Unmasked Estep 
Score: -11066468.000000 Penalty: 3710.710205
	Iteration 18Q: 3 clusters Score -1.106647e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 81256 members 
Entering Unmasked Estep 
Score: -11067636.000000 Penalty: 3710.710205
	Iteration 19Q: 3 clusters Score -1.106764e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 81641 members 
Entering Unmasked Estep 
Score: -11068617.000000 Penalty: 3710.710205
	Iteration 20F: 3 clusters Score -1.106862e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 81908 members 
Entering Unmasked Estep 
Score: -11069451.000000 Penalty: 3710.710205
	Iteration 21Q: 3 clusters Score -1.106945e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 82084 members 
Entering Unmasked Estep 
Score: -11069975.000000 Penalty: 3710.710205
	Iteration 22Q: 3 clusters Score -1.106998e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 82202 members 
Entering Unmasked Estep 
Score: -11070186.000000 Penalty: 3710.710205
	Iteration 23Q: 3 clusters Score -1.107019e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 82285 members 
Entering Unmasked Estep 
Score: -11070277.000000 Penalty: 3710.710205
	Iteration 24Q: 3 clusters Score -1.107028e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 82331 members 
Entering Unmasked Estep 
Score: -11070347.000000 Penalty: 3710.710205
	Iteration 25Q: 3 clusters Score -1.107035e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 82352 members 
Entering Unmasked Estep 
Score: -11070386.000000 Penalty: 3710.710205
	Iteration 26Q: 3 clusters Score -1.107039e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 82380 members 
Entering Unmasked Estep 
Score: -11070389.000000 Penalty: 3710.710205
	Iteration 27Q: 3 clusters Score -1.107039e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 82406 members 
Entering Unmasked Estep 
Score: -11070381.000000 Penalty: 3710.710205
	Iteration 28Q: 3 clusters Score -1.107038e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 82430 members 
Entering Unmasked Estep 
Score: -11070379.000000 Penalty: 3710.710205
	Iteration 29Q: 3 clusters Score -1.107038e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 82454 members 
Entering Unmasked Estep 
Score: -11070378.000000 Penalty: 3710.710205
	Iteration 30Q: 3 clusters Score -1.107038e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 82469 members 
Entering Unmasked Estep 
Score: -11070374.000000 Penalty: 3710.710205
	Iteration 31Q: 3 clusters Score -1.107037e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 82476 members 
Entering Unmasked Estep 
Score: -11070381.000000 Penalty: 3710.710205
	Iteration 32Q: 3 clusters Score -1.107038e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 82481 members 
Entering Unmasked Estep 
Score: -11070391.000000 Penalty: 3710.710205
	Iteration 33Q: 3 clusters Score -1.107039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 82482 members 
Entering Unmasked Estep 
Score: -11070388.000000 Penalty: 3710.710205
	Iteration 34Q: 3 clusters Score -1.107039e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 82485 members 
Entering Unmasked Estep 
Score: -11070388.000000 Penalty: 3710.710205
	Iteration 35Q: 3 clusters Score -1.107039e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 82485 members 
Entering Unmasked Estep 
Score: -11070382.000000 Penalty: 3710.710205
	Iteration 36Q: 3 clusters Score -1.107038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 82486 members 
Entering Unmasked Estep 
Score: -11070379.000000 Penalty: 3710.710205
	Iteration 37Q: 3 clusters Score -1.107038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 82486 members 
Entering Unmasked Estep 
Score: -11070379.000000 Penalty: 3710.710205
	Iteration 38F: 3 clusters Score -1.107038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 100145 members 
Mstep: Class 3 contains 5877 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 39292 members 
Mstep: Class 6 contains 8419 members 
Mstep: Class 7 contains 34532 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 116291 members 
Mstep: Class 10 contains 106626 members 
Mstep: Class 11 contains 9400 members 
Mstep: Class 12 contains 111942 members 
Mstep: Class 13 contains 12586 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 3685 members 
Mstep: Class 16 contains 12156 members 
Mstep: Class 17 contains 13543 members 
Mstep: Class 18 contains 1343 members 
Mstep: Class 19 contains 98981 members 
Mstep: Class 20 contains 23755 members 
Mstep: Class 21 contains 98993 members 
Mstep: Class 22 contains 2311 members 
Mstep: Class 23 contains 4268 members 
Mstep: Class 24 contains 7595 members 
Mstep: Class 25 contains 82486 members 
Entering Unmasked Estep 
Score: -111684824.000000 Penalty: 55779.882812
Splitting cluster 6 changes total score from -111669720.000000 to -111684824.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (34532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Entering Unmasked Estep 
Score: -4280896.500000 Penalty: 1698.066895
	Iteration 0F: 2 clusters Score -4280896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -4257763.500000 Penalty: 3396.133789
	Iteration 0F: 3 clusters Score -4257764 nChanged 15885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -4266947.000000 Penalty: 3396.133789
	Iteration 1F: 3 clusters Score -4266947 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -4267628.500000 Penalty: 3396.133789
	Iteration 2Q: 3 clusters Score -4267628 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -4268425.500000 Penalty: 3396.133789
	Iteration 3Q: 3 clusters Score -4268426 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -4269279.500000 Penalty: 3396.133789
	Iteration 4Q: 3 clusters Score -4269280 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -4270213.000000 Penalty: 3396.133789
	Iteration 5Q: 3 clusters Score -4270213 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -4271160.500000 Penalty: 3396.133789
	Iteration 6Q: 3 clusters Score -4271160 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -4272131.500000 Penalty: 3396.133789
	Iteration 7F: 3 clusters Score -4272132 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -4273109.500000 Penalty: 3396.133789
	Iteration 8F: 3 clusters Score -4273110 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -4273963.500000 Penalty: 3396.133789
	Iteration 9F: 3 clusters Score -4273964 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -4274685.500000 Penalty: 3396.133789
	Iteration 10Q: 3 clusters Score -4274686 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -4275279.500000 Penalty: 3396.133789
	Iteration 11Q: 3 clusters Score -4275280 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -4275793.000000 Penalty: 3396.133789
	Iteration 12Q: 3 clusters Score -4275793 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -4276200.500000 Penalty: 3396.133789
	Iteration 13Q: 3 clusters Score -4276200 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -4276623.000000 Penalty: 3396.133789
	Iteration 14Q: 3 clusters Score -4276623 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -4277063.000000 Penalty: 3396.133789
	Iteration 15Q: 3 clusters Score -4277063 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -4277550.500000 Penalty: 3396.133789
	Iteration 16Q: 3 clusters Score -4277550 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -4278042.000000 Penalty: 3396.133789
	Iteration 17Q: 3 clusters Score -4278042 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -4278648.500000 Penalty: 3396.133789
	Iteration 18Q: 3 clusters Score -4278648 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -4279240.000000 Penalty: 3396.133789
	Iteration 19Q: 3 clusters Score -4279240 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -4279780.000000 Penalty: 3396.133789
	Iteration 20F: 3 clusters Score -4279780 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -4280307.000000 Penalty: 3396.133789
	Iteration 21Q: 3 clusters Score -4280307 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -4280764.000000 Penalty: 3396.133789
	Iteration 22Q: 3 clusters Score -4280764 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -4281112.500000 Penalty: 3396.133789
	Iteration 23Q: 3 clusters Score -4281112 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -4281427.500000 Penalty: 3396.133789
	Iteration 24Q: 3 clusters Score -4281428 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -4281674.000000 Penalty: 3396.133789
	Iteration 25Q: 3 clusters Score -4281674 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -4281804.000000 Penalty: 3396.133789
	Iteration 26Q: 3 clusters Score -4281804 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -4281919.000000 Penalty: 3396.133789
	Iteration 27Q: 3 clusters Score -4281919 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -4281985.000000 Penalty: 3396.133789
	Iteration 28Q: 3 clusters Score -4281985 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -4282019.000000 Penalty: 3396.133789
	Iteration 29Q: 3 clusters Score -4282019 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -4282023.500000 Penalty: 3396.133789
	Iteration 30Q: 3 clusters Score -4282024 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -4282032.500000 Penalty: 3396.133789
	Iteration 31Q: 3 clusters Score -4282032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -4282051.000000 Penalty: 3396.133789
	Iteration 32Q: 3 clusters Score -4282051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -4282052.000000 Penalty: 3396.133789
	Iteration 33Q: 3 clusters Score -4282052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -4282052.000000 Penalty: 3396.133789
	Iteration 34Q: 3 clusters Score -4282052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -4282060.500000 Penalty: 3396.133789
	Iteration 35Q: 3 clusters Score -4282060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -4282061.000000 Penalty: 3396.133789
	Iteration 36Q: 3 clusters Score -4282061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -4282066.000000 Penalty: 3396.133789
	Iteration 37Q: 3 clusters Score -4282066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -4282065.500000 Penalty: 3396.133789
	Iteration 38Q: 3 clusters Score -4282066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -4282067.500000 Penalty: 3396.133789
	Iteration 39Q: 3 clusters Score -4282068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -4282071.500000 Penalty: 3396.133789
	Iteration 40F: 3 clusters Score -4282072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -4282072.500000 Penalty: 3396.133789
	Iteration 41Q: 3 clusters Score -4282072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -4282073.500000 Penalty: 3396.133789
	Iteration 42Q: 3 clusters Score -4282074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -4282074.500000 Penalty: 3396.133789
	Iteration 43Q: 3 clusters Score -4282074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -4282073.000000 Penalty: 3396.133789
	Iteration 44Q: 3 clusters Score -4282073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -4282075.500000 Penalty: 3396.133789
	Iteration 45Q: 3 clusters Score -4282076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -4282075.500000 Penalty: 3396.133789
	Iteration 46Q: 3 clusters Score -4282076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -4282074.000000 Penalty: 3396.133789
	Iteration 47Q: 3 clusters Score -4282074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -4282072.500000 Penalty: 3396.133789
	Iteration 48Q: 3 clusters Score -4282072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -4282073.000000 Penalty: 3396.133789
	Iteration 49Q: 3 clusters Score -4282073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -4282073.000000 Penalty: 3396.133789
	Iteration 50F: 3 clusters Score -4282073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 100145 members 
Mstep: Class 3 contains 5877 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 39292 members 
Mstep: Class 6 contains 8419 members 
Mstep: Class 7 contains 4172 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 116291 members 
Mstep: Class 10 contains 106626 members 
Mstep: Class 11 contains 9400 members 
Mstep: Class 12 contains 111942 members 
Mstep: Class 13 contains 12586 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 3685 members 
Mstep: Class 16 contains 12156 members 
Mstep: Class 17 contains 13543 members 
Mstep: Class 18 contains 1343 members 
Mstep: Class 19 contains 98981 members 
Mstep: Class 20 contains 23755 members 
Mstep: Class 21 contains 98993 members 
Mstep: Class 22 contains 2311 members 
Mstep: Class 23 contains 4268 members 
Mstep: Class 24 contains 7595 members 
Mstep: Class 25 contains 82486 members 
Mstep: Class 26 contains 30360 members 
Entering Unmasked Estep 
Score: -111685744.000000 Penalty: 58011.078125
Splitting cluster 7 changes total score from -111669720.000000 to -111685744.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (2780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Entering Unmasked Estep 
Score: -277416.656250 Penalty: 1288.658569
	Iteration 0F: 2 clusters Score -277416.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -275102.312500 Penalty: 2577.317139
	Iteration 0F: 3 clusters Score -275102.3 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -277715.906250 Penalty: 2577.317139
	Iteration 1F: 3 clusters Score -277715.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -279389.187500 Penalty: 2577.317139
	Iteration 2F: 3 clusters Score -279389.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -279854.312500 Penalty: 2577.317139
	Iteration 3F: 3 clusters Score -279854.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -279980.125000 Penalty: 2577.317139
	Iteration 4Q: 3 clusters Score -279980.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -280043.250000 Penalty: 2577.317139
	Iteration 5Q: 3 clusters Score -280043.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -280087.406250 Penalty: 2577.317139
	Iteration 6Q: 3 clusters Score -280087.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -280126.843750 Penalty: 2577.317139
	Iteration 7Q: 3 clusters Score -280126.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -280164.562500 Penalty: 2577.317139
	Iteration 8Q: 3 clusters Score -280164.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -280195.312500 Penalty: 2577.317139
	Iteration 9Q: 3 clusters Score -280195.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -280223.187500 Penalty: 2577.317139
	Iteration 10Q: 3 clusters Score -280223.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -280244.625000 Penalty: 2577.317139
	Iteration 11Q: 3 clusters Score -280244.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -280258.968750 Penalty: 2577.317139
	Iteration 12Q: 3 clusters Score -280259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -280272.656250 Penalty: 2577.317139
	Iteration 13Q: 3 clusters Score -280272.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -280279.656250 Penalty: 2577.317139
	Iteration 14Q: 3 clusters Score -280279.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -280283.750000 Penalty: 2577.317139
	Iteration 15Q: 3 clusters Score -280283.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -280288.906250 Penalty: 2577.317139
	Iteration 16Q: 3 clusters Score -280288.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -280293.812500 Penalty: 2577.317139
	Iteration 17Q: 3 clusters Score -280293.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -280313.781250 Penalty: 2577.317139
	Iteration 18Q: 3 clusters Score -280313.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -280335.031250 Penalty: 2577.317139
	Iteration 19Q: 3 clusters Score -280335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -280365.156250 Penalty: 2577.317139
	Iteration 20F: 3 clusters Score -280365.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -280387.343750 Penalty: 2577.317139
	Iteration 21Q: 3 clusters Score -280387.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -280402.937500 Penalty: 2577.317139
	Iteration 22Q: 3 clusters Score -280402.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -280409.281250 Penalty: 2577.317139
	Iteration 23Q: 3 clusters Score -280409.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -280412.093750 Penalty: 2577.317139
	Iteration 24Q: 3 clusters Score -280412.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -280413.468750 Penalty: 2577.317139
	Iteration 25Q: 3 clusters Score -280413.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -280416.218750 Penalty: 2577.317139
	Iteration 26Q: 3 clusters Score -280416.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -280419.906250 Penalty: 2577.317139
	Iteration 27Q: 3 clusters Score -280419.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -280422.625000 Penalty: 2577.317139
	Iteration 28Q: 3 clusters Score -280422.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -280424.531250 Penalty: 2577.317139
	Iteration 29Q: 3 clusters Score -280424.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -280424.968750 Penalty: 2577.317139
	Iteration 30Q: 3 clusters Score -280425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -280425.343750 Penalty: 2577.317139
	Iteration 31Q: 3 clusters Score -280425.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -280425.343750 Penalty: 2577.317139
	Iteration 32F: 3 clusters Score -280425.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 100145 members 
Mstep: Class 3 contains 5877 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 39292 members 
Mstep: Class 6 contains 8419 members 
Mstep: Class 7 contains 4172 members 
Mstep: Class 8 contains 1396 members 
Mstep: Class 9 contains 116291 members 
Mstep: Class 10 contains 106626 members 
Mstep: Class 11 contains 9400 members 
Mstep: Class 12 contains 111942 members 
Mstep: Class 13 contains 12586 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 3685 members 
Mstep: Class 16 contains 12156 members 
Mstep: Class 17 contains 13543 members 
Mstep: Class 18 contains 1343 members 
Mstep: Class 19 contains 98981 members 
Mstep: Class 20 contains 23755 members 
Mstep: Class 21 contains 98993 members 
Mstep: Class 22 contains 2311 members 
Mstep: Class 23 contains 4268 members 
Mstep: Class 24 contains 7595 members 
Mstep: Class 25 contains 82486 members 
Mstep: Class 26 contains 30360 members 
Mstep: Class 27 contains 1384 members 
Entering Unmasked Estep 
Score: -111688136.000000 Penalty: 60242.273438
Splitting cluster 8 changes total score from -111669720.000000 to -111688136.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (116291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116291 members 
Entering Unmasked Estep 
Score: -14672441.000000 Penalty: 1895.375732
	Iteration 0F: 2 clusters Score -1.467244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57981 members 
Mstep: Class 2 contains 58310 members 
Entering Unmasked Estep 
Score: -14613064.000000 Penalty: 3790.751465
	Iteration 0F: 3 clusters Score -1.461306e+07 nChanged 55702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56511 members 
Mstep: Class 2 contains 59780 members 
Entering Unmasked Estep 
Score: -14645384.000000 Penalty: 3790.751465
	Iteration 1F: 3 clusters Score -1.464538e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55379 members 
Mstep: Class 2 contains 60912 members 
Entering Unmasked Estep 
Score: -14646368.000000 Penalty: 3790.751465
	Iteration 2Q: 3 clusters Score -1.464637e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53662 members 
Mstep: Class 2 contains 62629 members 
Entering Unmasked Estep 
Score: -14647652.000000 Penalty: 3790.751465
	Iteration 3Q: 3 clusters Score -1.464765e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51152 members 
Mstep: Class 2 contains 65139 members 
Entering Unmasked Estep 
Score: -14649302.000000 Penalty: 3790.751465
	Iteration 4Q: 3 clusters Score -1.46493e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 68766 members 
Entering Unmasked Estep 
Score: -14651689.000000 Penalty: 3790.751465
	Iteration 5Q: 3 clusters Score -1.465169e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 73629 members 
Entering Unmasked Estep 
Score: -14655091.000000 Penalty: 3790.751465
	Iteration 6F: 3 clusters Score -1.465509e+07 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 79452 members 
Entering Unmasked Estep 
Score: -14659842.000000 Penalty: 3790.751465
	Iteration 7F: 3 clusters Score -1.465984e+07 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 85432 members 
Entering Unmasked Estep 
Score: -14665801.000000 Penalty: 3790.751465
	Iteration 8F: 3 clusters Score -1.46658e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 90359 members 
Entering Unmasked Estep 
Score: -14670990.000000 Penalty: 3790.751465
	Iteration 9F: 3 clusters Score -1.467099e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 93771 members 
Entering Unmasked Estep 
Score: -14674436.000000 Penalty: 3790.751465
	Iteration 10Q: 3 clusters Score -1.467444e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 96459 members 
Entering Unmasked Estep 
Score: -14676111.000000 Penalty: 3790.751465
	Iteration 11Q: 3 clusters Score -1.467611e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 98996 members 
Entering Unmasked Estep 
Score: -14676868.000000 Penalty: 3790.751465
	Iteration 12Q: 3 clusters Score -1.467687e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 101366 members 
Entering Unmasked Estep 
Score: -14676941.000000 Penalty: 3790.751465
	Iteration 13Q: 3 clusters Score -1.467694e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 103519 members 
Entering Unmasked Estep 
Score: -14676630.000000 Penalty: 3790.751465
	Iteration 14Q: 3 clusters Score -1.467663e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 105278 members 
Entering Unmasked Estep 
Score: -14676237.000000 Penalty: 3790.751465
	Iteration 15Q: 3 clusters Score -1.467624e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 106713 members 
Entering Unmasked Estep 
Score: -14675730.000000 Penalty: 3790.751465
	Iteration 16Q: 3 clusters Score -1.467573e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 107896 members 
Entering Unmasked Estep 
Score: -14675325.000000 Penalty: 3790.751465
	Iteration 17Q: 3 clusters Score -1.467532e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 108826 members 
Entering Unmasked Estep 
Score: -14675028.000000 Penalty: 3790.751465
	Iteration 18Q: 3 clusters Score -1.467503e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 109627 members 
Entering Unmasked Estep 
Score: -14674790.000000 Penalty: 3790.751465
	Iteration 19Q: 3 clusters Score -1.467479e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 110258 members 
Entering Unmasked Estep 
Score: -14674506.000000 Penalty: 3790.751465
	Iteration 20F: 3 clusters Score -1.467451e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 110768 members 
Entering Unmasked Estep 
Score: -14674340.000000 Penalty: 3790.751465
	Iteration 21Q: 3 clusters Score -1.467434e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 111211 members 
Entering Unmasked Estep 
Score: -14674204.000000 Penalty: 3790.751465
	Iteration 22Q: 3 clusters Score -1.46742e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 111595 members 
Entering Unmasked Estep 
Score: -14674132.000000 Penalty: 3790.751465
	Iteration 23Q: 3 clusters Score -1.467413e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 111906 members 
Entering Unmasked Estep 
Score: -14673990.000000 Penalty: 3790.751465
	Iteration 24Q: 3 clusters Score -1.467399e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 112179 members 
Entering Unmasked Estep 
Score: -14673850.000000 Penalty: 3790.751465
	Iteration 25Q: 3 clusters Score -1.467385e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 112432 members 
Entering Unmasked Estep 
Score: -14673727.000000 Penalty: 3790.751465
	Iteration 26Q: 3 clusters Score -1.467373e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 112654 members 
Entering Unmasked Estep 
Score: -14673726.000000 Penalty: 3790.751465
	Iteration 27Q: 3 clusters Score -1.467373e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 112841 members 
Entering Unmasked Estep 
Score: -14673710.000000 Penalty: 3790.751465
	Iteration 28Q: 3 clusters Score -1.467371e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 112976 members 
Entering Unmasked Estep 
Score: -14673729.000000 Penalty: 3790.751465
	Iteration 29Q: 3 clusters Score -1.467373e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 113105 members 
Entering Unmasked Estep 
Score: -14673713.000000 Penalty: 3790.751465
	Iteration 30Q: 3 clusters Score -1.467371e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 113223 members 
Entering Unmasked Estep 
Score: -14673613.000000 Penalty: 3790.751465
	Iteration 31Q: 3 clusters Score -1.467361e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 113319 members 
Entering Unmasked Estep 
Score: -14673606.000000 Penalty: 3790.751465
	Iteration 32Q: 3 clusters Score -1.467361e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 113402 members 
Entering Unmasked Estep 
Score: -14673580.000000 Penalty: 3790.751465
	Iteration 33Q: 3 clusters Score -1.467358e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 113486 members 
Entering Unmasked Estep 
Score: -14673606.000000 Penalty: 3790.751465
	Iteration 34Q: 3 clusters Score -1.467361e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 113552 members 
Entering Unmasked Estep 
Score: -14673605.000000 Penalty: 3790.751465
	Iteration 35Q: 3 clusters Score -1.46736e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 113606 members 
Entering Unmasked Estep 
Score: -14673555.000000 Penalty: 3790.751465
	Iteration 36Q: 3 clusters Score -1.467356e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 113651 members 
Entering Unmasked Estep 
Score: -14673515.000000 Penalty: 3790.751465
	Iteration 37Q: 3 clusters Score -1.467352e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 113692 members 
Entering Unmasked Estep 
Score: -14673499.000000 Penalty: 3790.751465
	Iteration 38Q: 3 clusters Score -1.46735e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 113729 members 
Entering Unmasked Estep 
Score: -14673463.000000 Penalty: 3790.751465
	Iteration 39Q: 3 clusters Score -1.467346e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 113771 members 
Entering Unmasked Estep 
Score: -14673453.000000 Penalty: 3790.751465
	Iteration 40F: 3 clusters Score -1.467345e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 113799 members 
Entering Unmasked Estep 
Score: -14673433.000000 Penalty: 3790.751465
	Iteration 41Q: 3 clusters Score -1.467343e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 113833 members 
Entering Unmasked Estep 
Score: -14673444.000000 Penalty: 3790.751465
	Iteration 42Q: 3 clusters Score -1.467344e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 113872 members 
Entering Unmasked Estep 
Score: -14673426.000000 Penalty: 3790.751465
	Iteration 43Q: 3 clusters Score -1.467343e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 113909 members 
Entering Unmasked Estep 
Score: -14673399.000000 Penalty: 3790.751465
	Iteration 44Q: 3 clusters Score -1.46734e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 113937 members 
Entering Unmasked Estep 
Score: -14673366.000000 Penalty: 3790.751465
	Iteration 45Q: 3 clusters Score -1.467337e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 113964 members 
Entering Unmasked Estep 
Score: -14673337.000000 Penalty: 3790.751465
	Iteration 46Q: 3 clusters Score -1.467334e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 113992 members 
Entering Unmasked Estep 
Score: -14673318.000000 Penalty: 3790.751465
	Iteration 47Q: 3 clusters Score -1.467332e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 114015 members 
Entering Unmasked Estep 
Score: -14673331.000000 Penalty: 3790.751465
	Iteration 48Q: 3 clusters Score -1.467333e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 114033 members 
Entering Unmasked Estep 
Score: -14673315.000000 Penalty: 3790.751465
	Iteration 49Q: 3 clusters Score -1.467332e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 114053 members 
Entering Unmasked Estep 
Score: -14673290.000000 Penalty: 3790.751465
	Iteration 50Q: 3 clusters Score -1.467329e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 114063 members 
Entering Unmasked Estep 
Score: -14673276.000000 Penalty: 3790.751465
	Iteration 51Q: 3 clusters Score -1.467328e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 114074 members 
Entering Unmasked Estep 
Score: -14673286.000000 Penalty: 3790.751465
	Iteration 52Q: 3 clusters Score -1.467329e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 114086 members 
Entering Unmasked Estep 
Score: -14673270.000000 Penalty: 3790.751465
	Iteration 53Q: 3 clusters Score -1.467327e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 114092 members 
Entering Unmasked Estep 
Score: -14673267.000000 Penalty: 3790.751465
	Iteration 54Q: 3 clusters Score -1.467327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 114097 members 
Entering Unmasked Estep 
Score: -14673263.000000 Penalty: 3790.751465
	Iteration 55Q: 3 clusters Score -1.467326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 114102 members 
Entering Unmasked Estep 
Score: -14673260.000000 Penalty: 3790.751465
	Iteration 56Q: 3 clusters Score -1.467326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 114104 members 
Entering Unmasked Estep 
Score: -14673268.000000 Penalty: 3790.751465
	Iteration 57Q: 3 clusters Score -1.467327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 114105 members 
Entering Unmasked Estep 
Score: -14673277.000000 Penalty: 3790.751465
	Iteration 58Q: 3 clusters Score -1.467328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 114106 members 
Entering Unmasked Estep 
Score: -14673271.000000 Penalty: 3790.751465
	Iteration 59Q: 3 clusters Score -1.467327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 114105 members 
Entering Unmasked Estep 
Score: -14673275.000000 Penalty: 3790.751465
	Iteration 60F: 3 clusters Score -1.467328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 114106 members 
Entering Unmasked Estep 
Score: -14673271.000000 Penalty: 3790.751465
	Iteration 61Q: 3 clusters Score -1.467327e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 114106 members 
Entering Unmasked Estep 
Score: -14673271.000000 Penalty: 3790.751465
	Iteration 62F: 3 clusters Score -1.467327e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 100145 members 
Mstep: Class 3 contains 5877 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 39292 members 
Mstep: Class 6 contains 8419 members 
Mstep: Class 7 contains 4172 members 
Mstep: Class 8 contains 1396 members 
Mstep: Class 9 contains 2185 members 
Mstep: Class 10 contains 106626 members 
Mstep: Class 11 contains 9400 members 
Mstep: Class 12 contains 111942 members 
Mstep: Class 13 contains 12586 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 3685 members 
Mstep: Class 16 contains 12156 members 
Mstep: Class 17 contains 13543 members 
Mstep: Class 18 contains 1343 members 
Mstep: Class 19 contains 98981 members 
Mstep: Class 20 contains 23755 members 
Mstep: Class 21 contains 98993 members 
Mstep: Class 22 contains 2311 members 
Mstep: Class 23 contains 4268 members 
Mstep: Class 24 contains 7595 members 
Mstep: Class 25 contains 82486 members 
Mstep: Class 26 contains 30360 members 
Mstep: Class 27 contains 1384 members 
Mstep: Class 28 contains 114106 members 
Entering Unmasked Estep 
Score: -111688528.000000 Penalty: 62473.468750
Splitting cluster 9 changes total score from -111669720.000000 to -111688528.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 10 (106626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106626 members 
Entering Unmasked Estep 
Score: -13429061.000000 Penalty: 1881.275879
	Iteration 0F: 2 clusters Score -1.342906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53234 members 
Mstep: Class 2 contains 53392 members 
Entering Unmasked Estep 
Score: -13362470.000000 Penalty: 3762.551758
	Iteration 0F: 3 clusters Score -1.336247e+07 nChanged 51062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51946 members 
Mstep: Class 2 contains 54680 members 
Entering Unmasked Estep 
Score: -13392553.000000 Penalty: 3762.551758
	Iteration 1F: 3 clusters Score -1.339255e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51210 members 
Mstep: Class 2 contains 55416 members 
Entering Unmasked Estep 
Score: -13393478.000000 Penalty: 3762.551758
	Iteration 2Q: 3 clusters Score -1.339348e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 56522 members 
Entering Unmasked Estep 
Score: -13394538.000000 Penalty: 3762.551758
	Iteration 3Q: 3 clusters Score -1.339454e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 58222 members 
Entering Unmasked Estep 
Score: -13396164.000000 Penalty: 3762.551758
	Iteration 4Q: 3 clusters Score -1.339616e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 60665 members 
Entering Unmasked Estep 
Score: -13398772.000000 Penalty: 3762.551758
	Iteration 5Q: 3 clusters Score -1.339877e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 64014 members 
Entering Unmasked Estep 
Score: -13402588.000000 Penalty: 3762.551758
	Iteration 6F: 3 clusters Score -1.340259e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 68055 members 
Entering Unmasked Estep 
Score: -13408056.000000 Penalty: 3762.551758
	Iteration 7F: 3 clusters Score -1.340806e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 71987 members 
Entering Unmasked Estep 
Score: -13413941.000000 Penalty: 3762.551758
	Iteration 8F: 3 clusters Score -1.341394e+07 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 74978 members 
Entering Unmasked Estep 
Score: -13418127.000000 Penalty: 3762.551758
	Iteration 9F: 3 clusters Score -1.341813e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 77050 members 
Entering Unmasked Estep 
Score: -13420152.000000 Penalty: 3762.551758
	Iteration 10Q: 3 clusters Score -1.342015e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 78753 members 
Entering Unmasked Estep 
Score: -13421130.000000 Penalty: 3762.551758
	Iteration 11Q: 3 clusters Score -1.342113e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 80432 members 
Entering Unmasked Estep 
Score: -13421844.000000 Penalty: 3762.551758
	Iteration 12Q: 3 clusters Score -1.342184e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 82094 members 
Entering Unmasked Estep 
Score: -13422493.000000 Penalty: 3762.551758
	Iteration 13Q: 3 clusters Score -1.342249e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 83794 members 
Entering Unmasked Estep 
Score: -13423115.000000 Penalty: 3762.551758
	Iteration 14Q: 3 clusters Score -1.342312e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 85413 members 
Entering Unmasked Estep 
Score: -13423729.000000 Penalty: 3762.551758
	Iteration 15Q: 3 clusters Score -1.342373e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 87045 members 
Entering Unmasked Estep 
Score: -13424200.000000 Penalty: 3762.551758
	Iteration 16Q: 3 clusters Score -1.34242e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 88650 members 
Entering Unmasked Estep 
Score: -13424779.000000 Penalty: 3762.551758
	Iteration 17Q: 3 clusters Score -1.342478e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 90238 members 
Entering Unmasked Estep 
Score: -13425490.000000 Penalty: 3762.551758
	Iteration 18Q: 3 clusters Score -1.342549e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 91747 members 
Entering Unmasked Estep 
Score: -13426075.000000 Penalty: 3762.551758
	Iteration 19Q: 3 clusters Score -1.342608e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 93198 members 
Entering Unmasked Estep 
Score: -13426646.000000 Penalty: 3762.551758
	Iteration 20F: 3 clusters Score -1.342665e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 94565 members 
Entering Unmasked Estep 
Score: -13427415.000000 Penalty: 3762.551758
	Iteration 21Q: 3 clusters Score -1.342742e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 95816 members 
Entering Unmasked Estep 
Score: -13428026.000000 Penalty: 3762.551758
	Iteration 22Q: 3 clusters Score -1.342803e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 96944 members 
Entering Unmasked Estep 
Score: -13428483.000000 Penalty: 3762.551758
	Iteration 23Q: 3 clusters Score -1.342848e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 97999 members 
Entering Unmasked Estep 
Score: -13428838.000000 Penalty: 3762.551758
	Iteration 24Q: 3 clusters Score -1.342884e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 98903 members 
Entering Unmasked Estep 
Score: -13429141.000000 Penalty: 3762.551758
	Iteration 25Q: 3 clusters Score -1.342914e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 99690 members 
Entering Unmasked Estep 
Score: -13429325.000000 Penalty: 3762.551758
	Iteration 26Q: 3 clusters Score -1.342932e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 100354 members 
Entering Unmasked Estep 
Score: -13429406.000000 Penalty: 3762.551758
	Iteration 27Q: 3 clusters Score -1.342941e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 100939 members 
Entering Unmasked Estep 
Score: -13429475.000000 Penalty: 3762.551758
	Iteration 28Q: 3 clusters Score -1.342948e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 101437 members 
Entering Unmasked Estep 
Score: -13429497.000000 Penalty: 3762.551758
	Iteration 29Q: 3 clusters Score -1.34295e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 101863 members 
Entering Unmasked Estep 
Score: -13429509.000000 Penalty: 3762.551758
	Iteration 30Q: 3 clusters Score -1.342951e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 102228 members 
Entering Unmasked Estep 
Score: -13429489.000000 Penalty: 3762.551758
	Iteration 31Q: 3 clusters Score -1.342949e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 102539 members 
Entering Unmasked Estep 
Score: -13429456.000000 Penalty: 3762.551758
	Iteration 32Q: 3 clusters Score -1.342946e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 102769 members 
Entering Unmasked Estep 
Score: -13429360.000000 Penalty: 3762.551758
	Iteration 33Q: 3 clusters Score -1.342936e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 102976 members 
Entering Unmasked Estep 
Score: -13429320.000000 Penalty: 3762.551758
	Iteration 34Q: 3 clusters Score -1.342932e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 103163 members 
Entering Unmasked Estep 
Score: -13429227.000000 Penalty: 3762.551758
	Iteration 35Q: 3 clusters Score -1.342923e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 103320 members 
Entering Unmasked Estep 
Score: -13429196.000000 Penalty: 3762.551758
	Iteration 36Q: 3 clusters Score -1.34292e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 103432 members 
Entering Unmasked Estep 
Score: -13429144.000000 Penalty: 3762.551758
	Iteration 37Q: 3 clusters Score -1.342914e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 103540 members 
Entering Unmasked Estep 
Score: -13429139.000000 Penalty: 3762.551758
	Iteration 38Q: 3 clusters Score -1.342914e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 103621 members 
Entering Unmasked Estep 
Score: -13429093.000000 Penalty: 3762.551758
	Iteration 39Q: 3 clusters Score -1.342909e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 103699 members 
Entering Unmasked Estep 
Score: -13429030.000000 Penalty: 3762.551758
	Iteration 40F: 3 clusters Score -1.342903e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 103747 members 
Entering Unmasked Estep 
Score: -13429024.000000 Penalty: 3762.551758
	Iteration 41Q: 3 clusters Score -1.342902e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 103793 members 
Entering Unmasked Estep 
Score: -13429016.000000 Penalty: 3762.551758
	Iteration 42Q: 3 clusters Score -1.342902e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 103840 members 
Entering Unmasked Estep 
Score: -13429010.000000 Penalty: 3762.551758
	Iteration 43Q: 3 clusters Score -1.342901e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 103902 members 
Entering Unmasked Estep 
Score: -13428991.000000 Penalty: 3762.551758
	Iteration 44Q: 3 clusters Score -1.342899e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 103961 members 
Entering Unmasked Estep 
Score: -13428955.000000 Penalty: 3762.551758
	Iteration 45Q: 3 clusters Score -1.342896e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 104012 members 
Entering Unmasked Estep 
Score: -13428924.000000 Penalty: 3762.551758
	Iteration 46Q: 3 clusters Score -1.342892e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 104069 members 
Entering Unmasked Estep 
Score: -13428911.000000 Penalty: 3762.551758
	Iteration 47Q: 3 clusters Score -1.342891e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 104136 members 
Entering Unmasked Estep 
Score: -13428879.000000 Penalty: 3762.551758
	Iteration 48Q: 3 clusters Score -1.342888e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 104190 members 
Entering Unmasked Estep 
Score: -13428864.000000 Penalty: 3762.551758
	Iteration 49Q: 3 clusters Score -1.342886e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 104238 members 
Entering Unmasked Estep 
Score: -13428846.000000 Penalty: 3762.551758
	Iteration 50Q: 3 clusters Score -1.342885e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 104278 members 
Entering Unmasked Estep 
Score: -13428818.000000 Penalty: 3762.551758
	Iteration 51Q: 3 clusters Score -1.342882e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 104318 members 
Entering Unmasked Estep 
Score: -13428811.000000 Penalty: 3762.551758
	Iteration 52Q: 3 clusters Score -1.342881e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 104361 members 
Entering Unmasked Estep 
Score: -13428798.000000 Penalty: 3762.551758
	Iteration 53Q: 3 clusters Score -1.34288e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 104398 members 
Entering Unmasked Estep 
Score: -13428755.000000 Penalty: 3762.551758
	Iteration 54Q: 3 clusters Score -1.342876e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 104428 members 
Entering Unmasked Estep 
Score: -13428751.000000 Penalty: 3762.551758
	Iteration 55Q: 3 clusters Score -1.342875e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 104456 members 
Entering Unmasked Estep 
Score: -13428741.000000 Penalty: 3762.551758
	Iteration 56Q: 3 clusters Score -1.342874e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 104481 members 
Entering Unmasked Estep 
Score: -13428730.000000 Penalty: 3762.551758
	Iteration 57Q: 3 clusters Score -1.342873e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 104510 members 
Entering Unmasked Estep 
Score: -13428714.000000 Penalty: 3762.551758
	Iteration 58Q: 3 clusters Score -1.342871e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 104532 members 
Entering Unmasked Estep 
Score: -13428698.000000 Penalty: 3762.551758
	Iteration 59Q: 3 clusters Score -1.34287e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 104555 members 
Entering Unmasked Estep 
Score: -13428663.000000 Penalty: 3762.551758
	Iteration 60F: 3 clusters Score -1.342866e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 104574 members 
Entering Unmasked Estep 
Score: -13428646.000000 Penalty: 3762.551758
	Iteration 61Q: 3 clusters Score -1.342865e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 104589 members 
Entering Unmasked Estep 
Score: -13428635.000000 Penalty: 3762.551758
	Iteration 62Q: 3 clusters Score -1.342864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 104593 members 
Entering Unmasked Estep 
Score: -13428637.000000 Penalty: 3762.551758
	Iteration 63Q: 3 clusters Score -1.342864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 104602 members 
Entering Unmasked Estep 
Score: -13428618.000000 Penalty: 3762.551758
	Iteration 64Q: 3 clusters Score -1.342862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 104605 members 
Entering Unmasked Estep 
Score: -13428622.000000 Penalty: 3762.551758
	Iteration 65Q: 3 clusters Score -1.342862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 104608 members 
Entering Unmasked Estep 
Score: -13428623.000000 Penalty: 3762.551758
	Iteration 66Q: 3 clusters Score -1.342862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 104613 members 
Entering Unmasked Estep 
Score: -13428627.000000 Penalty: 3762.551758
	Iteration 67Q: 3 clusters Score -1.342863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 104620 members 
Entering Unmasked Estep 
Score: -13428643.000000 Penalty: 3762.551758
	Iteration 68Q: 3 clusters Score -1.342864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 104627 members 
Entering Unmasked Estep 
Score: -13428641.000000 Penalty: 3762.551758
	Iteration 69Q: 3 clusters Score -1.342864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 104637 members 
Entering Unmasked Estep 
Score: -13428634.000000 Penalty: 3762.551758
	Iteration 70Q: 3 clusters Score -1.342863e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 104645 members 
Entering Unmasked Estep 
Score: -13428646.000000 Penalty: 3762.551758
	Iteration 71Q: 3 clusters Score -1.342865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 104653 members 
Entering Unmasked Estep 
Score: -13428644.000000 Penalty: 3762.551758
	Iteration 72Q: 3 clusters Score -1.342864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 104662 members 
Entering Unmasked Estep 
Score: -13428643.000000 Penalty: 3762.551758
	Iteration 73Q: 3 clusters Score -1.342864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 104669 members 
Entering Unmasked Estep 
Score: -13428636.000000 Penalty: 3762.551758
	Iteration 74Q: 3 clusters Score -1.342864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 104676 members 
Entering Unmasked Estep 
Score: -13428652.000000 Penalty: 3762.551758
	Iteration 75Q: 3 clusters Score -1.342865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 104679 members 
Entering Unmasked Estep 
Score: -13428648.000000 Penalty: 3762.551758
	Iteration 76Q: 3 clusters Score -1.342865e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 104686 members 
Entering Unmasked Estep 
Score: -13428631.000000 Penalty: 3762.551758
	Iteration 77Q: 3 clusters Score -1.342863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 104693 members 
Entering Unmasked Estep 
Score: -13428632.000000 Penalty: 3762.551758
	Iteration 78Q: 3 clusters Score -1.342863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 104697 members 
Entering Unmasked Estep 
Score: -13428622.000000 Penalty: 3762.551758
	Iteration 79Q: 3 clusters Score -1.342862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 104698 members 
Entering Unmasked Estep 
Score: -13428625.000000 Penalty: 3762.551758
	Iteration 80F: 3 clusters Score -1.342862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 104697 members 
Entering Unmasked Estep 
Score: -13428625.000000 Penalty: 3762.551758
	Iteration 81Q: 3 clusters Score -1.342862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 104697 members 
Entering Unmasked Estep 
Score: -13428625.000000 Penalty: 3762.551758
	Iteration 82F: 3 clusters Score -1.342862e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Entering Unmasked Estep 
Score: -1173481.125000 Penalty: 1486.625610
	Iteration 0F: 2 clusters Score -1173481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1166823.375000 Penalty: 2973.251221
	Iteration 0F: 3 clusters Score -1166823 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1169460.875000 Penalty: 2973.251221
	Iteration 1F: 3 clusters Score -1169461 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1170116.375000 Penalty: 2973.251221
	Iteration 2F: 3 clusters Score -1170116 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1170805.000000 Penalty: 2973.251221
	Iteration 3F: 3 clusters Score -1170805 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1171439.125000 Penalty: 2973.251221
	Iteration 4F: 3 clusters Score -1171439 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1171880.750000 Penalty: 2973.251221
	Iteration 5F: 3 clusters Score -1171881 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1172101.125000 Penalty: 2973.251221
	Iteration 6Q: 3 clusters Score -1172101 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1172216.750000 Penalty: 2973.251221
	Iteration 7Q: 3 clusters Score -1172217 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1172275.625000 Penalty: 2973.251221
	Iteration 8Q: 3 clusters Score -1172276 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1172312.000000 Penalty: 2973.251221
	Iteration 9Q: 3 clusters Score -1172312 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1172341.625000 Penalty: 2973.251221
	Iteration 10Q: 3 clusters Score -1172342 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1172367.000000 Penalty: 2973.251221
	Iteration 11Q: 3 clusters Score -1172367 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1172387.875000 Penalty: 2973.251221
	Iteration 12Q: 3 clusters Score -1172388 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1172393.875000 Penalty: 2973.251221
	Iteration 13Q: 3 clusters Score -1172394 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1172402.625000 Penalty: 2973.251221
	Iteration 14Q: 3 clusters Score -1172403 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1172409.625000 Penalty: 2973.251221
	Iteration 15Q: 3 clusters Score -1172410 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1172416.250000 Penalty: 2973.251221
	Iteration 16Q: 3 clusters Score -1172416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1172421.000000 Penalty: 2973.251221
	Iteration 17Q: 3 clusters Score -1172421 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1172429.625000 Penalty: 2973.251221
	Iteration 18Q: 3 clusters Score -1172430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1172437.000000 Penalty: 2973.251221
	Iteration 19Q: 3 clusters Score -1172437 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1172437.500000 Penalty: 2973.251221
	Iteration 20F: 3 clusters Score -1172438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1172442.500000 Penalty: 2973.251221
	Iteration 21Q: 3 clusters Score -1172442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1172442.750000 Penalty: 2973.251221
	Iteration 22Q: 3 clusters Score -1172443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1172448.250000 Penalty: 2973.251221
	Iteration 23Q: 3 clusters Score -1172448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1172449.875000 Penalty: 2973.251221
	Iteration 24Q: 3 clusters Score -1172450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1172452.375000 Penalty: 2973.251221
	Iteration 25Q: 3 clusters Score -1172452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1172455.000000 Penalty: 2973.251221
	Iteration 26Q: 3 clusters Score -1172455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1172458.000000 Penalty: 2973.251221
	Iteration 27Q: 3 clusters Score -1172458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1172458.750000 Penalty: 2973.251221
	Iteration 28Q: 3 clusters Score -1172459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1172459.625000 Penalty: 2973.251221
	Iteration 29Q: 3 clusters Score -1172460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1172461.500000 Penalty: 2973.251221
	Iteration 30Q: 3 clusters Score -1172462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1172461.000000 Penalty: 2973.251221
	Iteration 31Q: 3 clusters Score -1172461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1172462.375000 Penalty: 2973.251221
	Iteration 32Q: 3 clusters Score -1172462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1172465.000000 Penalty: 2973.251221
	Iteration 33Q: 3 clusters Score -1172465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1172464.250000 Penalty: 2973.251221
	Iteration 34Q: 3 clusters Score -1172464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1172465.000000 Penalty: 2973.251221
	Iteration 35Q: 3 clusters Score -1172465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1172467.500000 Penalty: 2973.251221
	Iteration 36Q: 3 clusters Score -1172468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1172466.875000 Penalty: 2973.251221
	Iteration 37Q: 3 clusters Score -1172467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1172466.500000 Penalty: 2973.251221
	Iteration 38Q: 3 clusters Score -1172466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1172465.875000 Penalty: 2973.251221
	Iteration 39Q: 3 clusters Score -1172466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1172469.750000 Penalty: 2973.251221
	Iteration 40F: 3 clusters Score -1172470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1172468.250000 Penalty: 2973.251221
	Iteration 41Q: 3 clusters Score -1172468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1172469.375000 Penalty: 2973.251221
	Iteration 42Q: 3 clusters Score -1172469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1172470.375000 Penalty: 2973.251221
	Iteration 43Q: 3 clusters Score -1172470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1172470.625000 Penalty: 2973.251221
	Iteration 44Q: 3 clusters Score -1172471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1172471.375000 Penalty: 2973.251221
	Iteration 45Q: 3 clusters Score -1172471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1172471.625000 Penalty: 2973.251221
	Iteration 46Q: 3 clusters Score -1172472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1172474.625000 Penalty: 2973.251221
	Iteration 47Q: 3 clusters Score -1172475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1172476.125000 Penalty: 2973.251221
	Iteration 48Q: 3 clusters Score -1172476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1172474.375000 Penalty: 2973.251221
	Iteration 49Q: 3 clusters Score -1172474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1172475.250000 Penalty: 2973.251221
	Iteration 50Q: 3 clusters Score -1172475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1172475.125000 Penalty: 2973.251221
	Iteration 51Q: 3 clusters Score -1172475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1172475.250000 Penalty: 2973.251221
	Iteration 52Q: 3 clusters Score -1172475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1172474.625000 Penalty: 2973.251221
	Iteration 53Q: 3 clusters Score -1172475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1172475.375000 Penalty: 2973.251221
	Iteration 54Q: 3 clusters Score -1172475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1172474.500000 Penalty: 2973.251221
	Iteration 55Q: 3 clusters Score -1172474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1172475.750000 Penalty: 2973.251221
	Iteration 56Q: 3 clusters Score -1172476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1172476.375000 Penalty: 2973.251221
	Iteration 57Q: 3 clusters Score -1172476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1172475.250000 Penalty: 2973.251221
	Iteration 58Q: 3 clusters Score -1172475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1172475.250000 Penalty: 2973.251221
	Iteration 59F: 3 clusters Score -1172475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (111942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111942 members 
Entering Unmasked Estep 
Score: -14081895.000000 Penalty: 1889.182129
	Iteration 0F: 2 clusters Score -1.40819e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55722 members 
Mstep: Class 2 contains 56220 members 
Entering Unmasked Estep 
Score: -14012952.000000 Penalty: 3778.364258
	Iteration 0F: 3 clusters Score -1.401295e+07 nChanged 53751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52445 members 
Mstep: Class 2 contains 59497 members 
Entering Unmasked Estep 
Score: -14044554.000000 Penalty: 3778.364258
	Iteration 1F: 3 clusters Score -1.404455e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50167 members 
Mstep: Class 2 contains 61775 members 
Entering Unmasked Estep 
Score: -14045739.000000 Penalty: 3778.364258
	Iteration 2Q: 3 clusters Score -1.404574e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46779 members 
Mstep: Class 2 contains 65163 members 
Entering Unmasked Estep 
Score: -14047374.000000 Penalty: 3778.364258
	Iteration 3Q: 3 clusters Score -1.404737e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 70240 members 
Entering Unmasked Estep 
Score: -14050216.000000 Penalty: 3778.364258
	Iteration 4F: 3 clusters Score -1.405022e+07 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 77105 members 
Entering Unmasked Estep 
Score: -14054868.000000 Penalty: 3778.364258
	Iteration 5F: 3 clusters Score -1.405487e+07 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 85661 members 
Entering Unmasked Estep 
Score: -14061882.000000 Penalty: 3778.364258
	Iteration 6F: 3 clusters Score -1.406188e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 94174 members 
Entering Unmasked Estep 
Score: -14069710.000000 Penalty: 3778.364258
	Iteration 7F: 3 clusters Score -1.406971e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 101347 members 
Entering Unmasked Estep 
Score: -14075914.000000 Penalty: 3778.364258
	Iteration 8F: 3 clusters Score -1.407591e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 106329 members 
Entering Unmasked Estep 
Score: -14078529.000000 Penalty: 3778.364258
	Iteration 9Q: 3 clusters Score -1.407853e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 109259 members 
Entering Unmasked Estep 
Score: -14079527.000000 Penalty: 3778.364258
	Iteration 10Q: 3 clusters Score -1.407953e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 110682 members 
Entering Unmasked Estep 
Score: -14079977.000000 Penalty: 3778.364258
	Iteration 11Q: 3 clusters Score -1.407998e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 111271 members 
Entering Unmasked Estep 
Score: -14080119.000000 Penalty: 3778.364258
	Iteration 12Q: 3 clusters Score -1.408012e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 111494 members 
Entering Unmasked Estep 
Score: -14080222.000000 Penalty: 3778.364258
	Iteration 13Q: 3 clusters Score -1.408022e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 111587 members 
Entering Unmasked Estep 
Score: -14080283.000000 Penalty: 3778.364258
	Iteration 14Q: 3 clusters Score -1.408028e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 111630 members 
Entering Unmasked Estep 
Score: -14080312.000000 Penalty: 3778.364258
	Iteration 15Q: 3 clusters Score -1.408031e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 111651 members 
Entering Unmasked Estep 
Score: -14080331.000000 Penalty: 3778.364258
	Iteration 16Q: 3 clusters Score -1.408033e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 111662 members 
Entering Unmasked Estep 
Score: -14080359.000000 Penalty: 3778.364258
	Iteration 17Q: 3 clusters Score -1.408036e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 111668 members 
Entering Unmasked Estep 
Score: -14080367.000000 Penalty: 3778.364258
	Iteration 18Q: 3 clusters Score -1.408037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 111669 members 
Entering Unmasked Estep 
Score: -14080388.000000 Penalty: 3778.364258
	Iteration 19Q: 3 clusters Score -1.408039e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 111671 members 
Entering Unmasked Estep 
Score: -14080383.000000 Penalty: 3778.364258
	Iteration 20F: 3 clusters Score -1.408038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 111675 members 
Entering Unmasked Estep 
Score: -14080391.000000 Penalty: 3778.364258
	Iteration 21Q: 3 clusters Score -1.408039e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 111681 members 
Entering Unmasked Estep 
Score: -14080403.000000 Penalty: 3778.364258
	Iteration 22Q: 3 clusters Score -1.40804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 111684 members 
Entering Unmasked Estep 
Score: -14080398.000000 Penalty: 3778.364258
	Iteration 23Q: 3 clusters Score -1.40804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 111683 members 
Entering Unmasked Estep 
Score: -14080399.000000 Penalty: 3778.364258
	Iteration 24Q: 3 clusters Score -1.40804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 111683 members 
Entering Unmasked Estep 
Score: -14080399.000000 Penalty: 3778.364258
	Iteration 25F: 3 clusters Score -1.40804e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Entering Unmasked Estep 
Score: -1567761.750000 Penalty: 1534.055298
	Iteration 0F: 2 clusters Score -1567762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1558827.000000 Penalty: 3068.110596
	Iteration 0F: 3 clusters Score -1558827 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1562228.125000 Penalty: 3068.110596
	Iteration 1F: 3 clusters Score -1562228 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1562936.375000 Penalty: 3068.110596
	Iteration 2F: 3 clusters Score -1562936 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1563615.375000 Penalty: 3068.110596
	Iteration 3F: 3 clusters Score -1563615 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1564163.875000 Penalty: 3068.110596
	Iteration 4F: 3 clusters Score -1564164 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1564625.125000 Penalty: 3068.110596
	Iteration 5F: 3 clusters Score -1564625 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1565047.250000 Penalty: 3068.110596
	Iteration 6F: 3 clusters Score -1565047 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1565400.125000 Penalty: 3068.110596
	Iteration 7Q: 3 clusters Score -1565400 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1565705.500000 Penalty: 3068.110596
	Iteration 8Q: 3 clusters Score -1565706 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1565975.750000 Penalty: 3068.110596
	Iteration 9Q: 3 clusters Score -1565976 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1566205.875000 Penalty: 3068.110596
	Iteration 10Q: 3 clusters Score -1566206 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1566406.750000 Penalty: 3068.110596
	Iteration 11Q: 3 clusters Score -1566407 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1566568.625000 Penalty: 3068.110596
	Iteration 12Q: 3 clusters Score -1566569 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1566706.625000 Penalty: 3068.110596
	Iteration 13Q: 3 clusters Score -1566707 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1566811.250000 Penalty: 3068.110596
	Iteration 14Q: 3 clusters Score -1566811 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1566884.000000 Penalty: 3068.110596
	Iteration 15Q: 3 clusters Score -1566884 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1566926.000000 Penalty: 3068.110596
	Iteration 16Q: 3 clusters Score -1566926 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1566944.500000 Penalty: 3068.110596
	Iteration 17Q: 3 clusters Score -1566944 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1566954.875000 Penalty: 3068.110596
	Iteration 18Q: 3 clusters Score -1566955 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1566968.250000 Penalty: 3068.110596
	Iteration 19Q: 3 clusters Score -1566968 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1566982.125000 Penalty: 3068.110596
	Iteration 20F: 3 clusters Score -1566982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1566996.250000 Penalty: 3068.110596
	Iteration 21Q: 3 clusters Score -1566996 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1567005.750000 Penalty: 3068.110596
	Iteration 22Q: 3 clusters Score -1567006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1567008.875000 Penalty: 3068.110596
	Iteration 23Q: 3 clusters Score -1567009 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1567010.375000 Penalty: 3068.110596
	Iteration 24Q: 3 clusters Score -1567010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1567015.875000 Penalty: 3068.110596
	Iteration 25Q: 3 clusters Score -1567016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1567018.500000 Penalty: 3068.110596
	Iteration 26Q: 3 clusters Score -1567018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1567014.625000 Penalty: 3068.110596
	Iteration 27Q: 3 clusters Score -1567015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1567017.000000 Penalty: 3068.110596
	Iteration 28Q: 3 clusters Score -1567017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1567021.000000 Penalty: 3068.110596
	Iteration 29Q: 3 clusters Score -1567021 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1567027.125000 Penalty: 3068.110596
	Iteration 30Q: 3 clusters Score -1567027 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1567036.250000 Penalty: 3068.110596
	Iteration 31Q: 3 clusters Score -1567036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1567033.875000 Penalty: 3068.110596
	Iteration 32Q: 3 clusters Score -1567034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1567031.750000 Penalty: 3068.110596
	Iteration 33Q: 3 clusters Score -1567032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1567033.375000 Penalty: 3068.110596
	Iteration 34Q: 3 clusters Score -1567033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1567035.250000 Penalty: 3068.110596
	Iteration 35Q: 3 clusters Score -1567035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1567036.750000 Penalty: 3068.110596
	Iteration 36Q: 3 clusters Score -1567037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1567037.375000 Penalty: 3068.110596
	Iteration 37Q: 3 clusters Score -1567037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1567039.125000 Penalty: 3068.110596
	Iteration 38Q: 3 clusters Score -1567039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1567038.875000 Penalty: 3068.110596
	Iteration 39Q: 3 clusters Score -1567039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1567037.125000 Penalty: 3068.110596
	Iteration 40F: 3 clusters Score -1567037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1567041.000000 Penalty: 3068.110596
	Iteration 41Q: 3 clusters Score -1567041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1567045.125000 Penalty: 3068.110596
	Iteration 42Q: 3 clusters Score -1567045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1567049.125000 Penalty: 3068.110596
	Iteration 43Q: 3 clusters Score -1567049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1567051.125000 Penalty: 3068.110596
	Iteration 44Q: 3 clusters Score -1567051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1567052.125000 Penalty: 3068.110596
	Iteration 45Q: 3 clusters Score -1567052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1567055.125000 Penalty: 3068.110596
	Iteration 46Q: 3 clusters Score -1567055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1567053.625000 Penalty: 3068.110596
	Iteration 47Q: 3 clusters Score -1567054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1567062.500000 Penalty: 3068.110596
	Iteration 48Q: 3 clusters Score -1567062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1567065.375000 Penalty: 3068.110596
	Iteration 49Q: 3 clusters Score -1567065 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1567068.875000 Penalty: 3068.110596
	Iteration 50Q: 3 clusters Score -1567069 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1567072.375000 Penalty: 3068.110596
	Iteration 51Q: 3 clusters Score -1567072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1567078.000000 Penalty: 3068.110596
	Iteration 52Q: 3 clusters Score -1567078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1567079.500000 Penalty: 3068.110596
	Iteration 53Q: 3 clusters Score -1567080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1567089.750000 Penalty: 3068.110596
	Iteration 54Q: 3 clusters Score -1567090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1567091.000000 Penalty: 3068.110596
	Iteration 55Q: 3 clusters Score -1567091 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1567104.625000 Penalty: 3068.110596
	Iteration 56Q: 3 clusters Score -1567105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1567106.125000 Penalty: 3068.110596
	Iteration 57Q: 3 clusters Score -1567106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1567107.000000 Penalty: 3068.110596
	Iteration 58Q: 3 clusters Score -1567107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1567110.500000 Penalty: 3068.110596
	Iteration 59Q: 3 clusters Score -1567110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1567113.125000 Penalty: 3068.110596
	Iteration 60F: 3 clusters Score -1567113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1567123.125000 Penalty: 3068.110596
	Iteration 61Q: 3 clusters Score -1567123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1567123.500000 Penalty: 3068.110596
	Iteration 62Q: 3 clusters Score -1567124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1567125.625000 Penalty: 3068.110596
	Iteration 63Q: 3 clusters Score -1567126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1567126.375000 Penalty: 3068.110596
	Iteration 64Q: 3 clusters Score -1567126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1567130.375000 Penalty: 3068.110596
	Iteration 65Q: 3 clusters Score -1567130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1567133.750000 Penalty: 3068.110596
	Iteration 66Q: 3 clusters Score -1567134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1567131.750000 Penalty: 3068.110596
	Iteration 67Q: 3 clusters Score -1567132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1567133.625000 Penalty: 3068.110596
	Iteration 68Q: 3 clusters Score -1567134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1567130.250000 Penalty: 3068.110596
	Iteration 69Q: 3 clusters Score -1567130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1567135.625000 Penalty: 3068.110596
	Iteration 70Q: 3 clusters Score -1567136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1567135.750000 Penalty: 3068.110596
	Iteration 71Q: 3 clusters Score -1567136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1567135.375000 Penalty: 3068.110596
	Iteration 72Q: 3 clusters Score -1567135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1567136.000000 Penalty: 3068.110596
	Iteration 73Q: 3 clusters Score -1567136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1567136.375000 Penalty: 3068.110596
	Iteration 74Q: 3 clusters Score -1567136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1567138.250000 Penalty: 3068.110596
	Iteration 75Q: 3 clusters Score -1567138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1567139.625000 Penalty: 3068.110596
	Iteration 76Q: 3 clusters Score -1567140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1567138.125000 Penalty: 3068.110596
	Iteration 77Q: 3 clusters Score -1567138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1567138.250000 Penalty: 3068.110596
	Iteration 78Q: 3 clusters Score -1567138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1567138.875000 Penalty: 3068.110596
	Iteration 79Q: 3 clusters Score -1567139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1567137.625000 Penalty: 3068.110596
	Iteration 80F: 3 clusters Score -1567138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1567137.500000 Penalty: 3068.110596
	Iteration 81Q: 3 clusters Score -1567138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1567139.250000 Penalty: 3068.110596
	Iteration 82Q: 3 clusters Score -1567139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1567137.250000 Penalty: 3068.110596
	Iteration 83Q: 3 clusters Score -1567137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1567137.500000 Penalty: 3068.110596
	Iteration 84Q: 3 clusters Score -1567138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1567139.875000 Penalty: 3068.110596
	Iteration 85Q: 3 clusters Score -1567140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1567139.500000 Penalty: 3068.110596
	Iteration 86Q: 3 clusters Score -1567140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1567139.500000 Penalty: 3068.110596
	Iteration 87F: 3 clusters Score -1567140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Entering Unmasked Estep 
Score: -1145695.875000 Penalty: 1494.899414
	Iteration 0F: 2 clusters Score -1145696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1138729.250000 Penalty: 2989.798828
	Iteration 0F: 3 clusters Score -1138729 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1141775.750000 Penalty: 2989.798828
	Iteration 1F: 3 clusters Score -1141776 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1143182.500000 Penalty: 2989.798828
	Iteration 2F: 3 clusters Score -1143182 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1144667.375000 Penalty: 2989.798828
	Iteration 3F: 3 clusters Score -1144667 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1145624.000000 Penalty: 2989.798828
	Iteration 4F: 3 clusters Score -1145624 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1146159.375000 Penalty: 2989.798828
	Iteration 5F: 3 clusters Score -1146159 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1146577.500000 Penalty: 2989.798828
	Iteration 6Q: 3 clusters Score -1146578 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1146833.500000 Penalty: 2989.798828
	Iteration 7Q: 3 clusters Score -1146834 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1146984.250000 Penalty: 2989.798828
	Iteration 8Q: 3 clusters Score -1146984 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1147083.125000 Penalty: 2989.798828
	Iteration 9Q: 3 clusters Score -1147083 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1147143.500000 Penalty: 2989.798828
	Iteration 10Q: 3 clusters Score -1147144 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1147199.875000 Penalty: 2989.798828
	Iteration 11Q: 3 clusters Score -1147200 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1147249.375000 Penalty: 2989.798828
	Iteration 12Q: 3 clusters Score -1147249 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1147297.625000 Penalty: 2989.798828
	Iteration 13Q: 3 clusters Score -1147298 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1147337.875000 Penalty: 2989.798828
	Iteration 14Q: 3 clusters Score -1147338 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1147377.375000 Penalty: 2989.798828
	Iteration 15Q: 3 clusters Score -1147377 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1147419.625000 Penalty: 2989.798828
	Iteration 16Q: 3 clusters Score -1147420 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1147459.125000 Penalty: 2989.798828
	Iteration 17Q: 3 clusters Score -1147459 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1147491.750000 Penalty: 2989.798828
	Iteration 18Q: 3 clusters Score -1147492 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1147519.125000 Penalty: 2989.798828
	Iteration 19Q: 3 clusters Score -1147519 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1147530.000000 Penalty: 2989.798828
	Iteration 20F: 3 clusters Score -1147530 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1147548.375000 Penalty: 2989.798828
	Iteration 21Q: 3 clusters Score -1147548 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1147563.500000 Penalty: 2989.798828
	Iteration 22Q: 3 clusters Score -1147564 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1147572.625000 Penalty: 2989.798828
	Iteration 23Q: 3 clusters Score -1147573 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1147584.875000 Penalty: 2989.798828
	Iteration 24Q: 3 clusters Score -1147585 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1147596.250000 Penalty: 2989.798828
	Iteration 25Q: 3 clusters Score -1147596 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1147607.250000 Penalty: 2989.798828
	Iteration 26Q: 3 clusters Score -1147607 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1147611.375000 Penalty: 2989.798828
	Iteration 27Q: 3 clusters Score -1147611 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1147615.750000 Penalty: 2989.798828
	Iteration 28Q: 3 clusters Score -1147616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1147618.250000 Penalty: 2989.798828
	Iteration 29Q: 3 clusters Score -1147618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1147624.750000 Penalty: 2989.798828
	Iteration 30Q: 3 clusters Score -1147625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1147626.125000 Penalty: 2989.798828
	Iteration 31Q: 3 clusters Score -1147626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1147632.625000 Penalty: 2989.798828
	Iteration 32Q: 3 clusters Score -1147633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1147638.875000 Penalty: 2989.798828
	Iteration 33Q: 3 clusters Score -1147639 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1147644.125000 Penalty: 2989.798828
	Iteration 34Q: 3 clusters Score -1147644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1147651.125000 Penalty: 2989.798828
	Iteration 35Q: 3 clusters Score -1147651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1147656.750000 Penalty: 2989.798828
	Iteration 36Q: 3 clusters Score -1147657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1147664.250000 Penalty: 2989.798828
	Iteration 37Q: 3 clusters Score -1147664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1147667.125000 Penalty: 2989.798828
	Iteration 38Q: 3 clusters Score -1147667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1147671.250000 Penalty: 2989.798828
	Iteration 39Q: 3 clusters Score -1147671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1147670.500000 Penalty: 2989.798828
	Iteration 40F: 3 clusters Score -1147670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1147669.625000 Penalty: 2989.798828
	Iteration 41Q: 3 clusters Score -1147670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1147675.250000 Penalty: 2989.798828
	Iteration 42Q: 3 clusters Score -1147675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1147678.500000 Penalty: 2989.798828
	Iteration 43Q: 3 clusters Score -1147678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1147680.375000 Penalty: 2989.798828
	Iteration 44Q: 3 clusters Score -1147680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1147687.500000 Penalty: 2989.798828
	Iteration 45Q: 3 clusters Score -1147688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1147691.875000 Penalty: 2989.798828
	Iteration 46Q: 3 clusters Score -1147692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1147694.125000 Penalty: 2989.798828
	Iteration 47Q: 3 clusters Score -1147694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1147698.125000 Penalty: 2989.798828
	Iteration 48Q: 3 clusters Score -1147698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1147698.750000 Penalty: 2989.798828
	Iteration 49Q: 3 clusters Score -1147699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1147700.250000 Penalty: 2989.798828
	Iteration 50Q: 3 clusters Score -1147700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1147699.625000 Penalty: 2989.798828
	Iteration 51Q: 3 clusters Score -1147700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1147700.875000 Penalty: 2989.798828
	Iteration 52Q: 3 clusters Score -1147701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1147702.500000 Penalty: 2989.798828
	Iteration 53Q: 3 clusters Score -1147702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1147703.000000 Penalty: 2989.798828
	Iteration 54Q: 3 clusters Score -1147703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1147703.375000 Penalty: 2989.798828
	Iteration 55Q: 3 clusters Score -1147703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1147703.375000 Penalty: 2989.798828
	Iteration 56Q: 3 clusters Score -1147703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1147703.375000 Penalty: 2989.798828
	Iteration 57Q: 3 clusters Score -1147703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1147704.500000 Penalty: 2989.798828
	Iteration 58Q: 3 clusters Score -1147704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1147707.250000 Penalty: 2989.798828
	Iteration 59Q: 3 clusters Score -1147707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1147709.000000 Penalty: 2989.798828
	Iteration 60F: 3 clusters Score -1147709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1147708.125000 Penalty: 2989.798828
	Iteration 61Q: 3 clusters Score -1147708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1147713.875000 Penalty: 2989.798828
	Iteration 62Q: 3 clusters Score -1147714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1147716.875000 Penalty: 2989.798828
	Iteration 63Q: 3 clusters Score -1147717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1147718.000000 Penalty: 2989.798828
	Iteration 64Q: 3 clusters Score -1147718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1147719.500000 Penalty: 2989.798828
	Iteration 65Q: 3 clusters Score -1147720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1147728.750000 Penalty: 2989.798828
	Iteration 66Q: 3 clusters Score -1147729 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1147743.875000 Penalty: 2989.798828
	Iteration 67Q: 3 clusters Score -1147744 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1147765.875000 Penalty: 2989.798828
	Iteration 68Q: 3 clusters Score -1147766 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1147793.750000 Penalty: 2989.798828
	Iteration 69Q: 3 clusters Score -1147794 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1147814.375000 Penalty: 2989.798828
	Iteration 70Q: 3 clusters Score -1147814 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1147828.375000 Penalty: 2989.798828
	Iteration 71Q: 3 clusters Score -1147828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1147833.875000 Penalty: 2989.798828
	Iteration 72Q: 3 clusters Score -1147834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1147835.375000 Penalty: 2989.798828
	Iteration 73Q: 3 clusters Score -1147835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1147835.750000 Penalty: 2989.798828
	Iteration 74Q: 3 clusters Score -1147836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1147837.375000 Penalty: 2989.798828
	Iteration 75Q: 3 clusters Score -1147837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1147838.250000 Penalty: 2989.798828
	Iteration 76Q: 3 clusters Score -1147838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1147840.125000 Penalty: 2989.798828
	Iteration 77Q: 3 clusters Score -1147840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1147840.625000 Penalty: 2989.798828
	Iteration 78Q: 3 clusters Score -1147841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1147840.625000 Penalty: 2989.798828
	Iteration 79F: 3 clusters Score -1147841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 100145 members 
Mstep: Class 3 contains 5877 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 39292 members 
Mstep: Class 6 contains 8419 members 
Mstep: Class 7 contains 4172 members 
Mstep: Class 8 contains 1396 members 
Mstep: Class 9 contains 2185 members 
Mstep: Class 10 contains 106626 members 
Mstep: Class 11 contains 9400 members 
Mstep: Class 12 contains 111942 members 
Mstep: Class 13 contains 12586 members 
Mstep: Class 14 contains 1571 members 
Mstep: Class 15 contains 3685 members 
Mstep: Class 16 contains 12156 members 
Mstep: Class 17 contains 13543 members 
Mstep: Class 18 contains 1343 members 
Mstep: Class 19 contains 98981 members 
Mstep: Class 20 contains 23755 members 
Mstep: Class 21 contains 98993 members 
Mstep: Class 22 contains 2311 members 
Mstep: Class 23 contains 4268 members 
Mstep: Class 24 contains 7595 members 
Mstep: Class 25 contains 82486 members 
Mstep: Class 26 contains 30360 members 
Mstep: Class 27 contains 1384 members 
Mstep: Class 28 contains 114106 members 
Mstep: Class 29 contains 8320 members 
Entering Unmasked Estep 
Score: -111690296.000000 Penalty: 64704.664062
Splitting cluster 14 changes total score from -111669720.000000 to -111690296.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (12156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Entering Unmasked Estep 
Score: -1406432.500000 Penalty: 1528.406494
	Iteration 0F: 2 clusters Score -1406432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1398095.125000 Penalty: 3056.812988
	Iteration 0F: 3 clusters Score -1398095 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1401749.750000 Penalty: 3056.812988
	Iteration 1F: 3 clusters Score -1401750 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1402711.875000 Penalty: 3056.812988
	Iteration 2F: 3 clusters Score -1402712 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1403628.250000 Penalty: 3056.812988
	Iteration 3F: 3 clusters Score -1403628 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1404363.625000 Penalty: 3056.812988
	Iteration 4F: 3 clusters Score -1404364 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1404914.875000 Penalty: 3056.812988
	Iteration 5F: 3 clusters Score -1404915 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1405354.375000 Penalty: 3056.812988
	Iteration 6Q: 3 clusters Score -1405354 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1405691.875000 Penalty: 3056.812988
	Iteration 7Q: 3 clusters Score -1405692 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1405920.500000 Penalty: 3056.812988
	Iteration 8Q: 3 clusters Score -1405920 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1406061.750000 Penalty: 3056.812988
	Iteration 9Q: 3 clusters Score -1406062 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1406159.125000 Penalty: 3056.812988
	Iteration 10Q: 3 clusters Score -1406159 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1406233.875000 Penalty: 3056.812988
	Iteration 11Q: 3 clusters Score -1406234 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1406283.250000 Penalty: 3056.812988
	Iteration 12Q: 3 clusters Score -1406283 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1406328.500000 Penalty: 3056.812988
	Iteration 13Q: 3 clusters Score -1406328 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1406376.125000 Penalty: 3056.812988
	Iteration 14Q: 3 clusters Score -1406376 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1406402.875000 Penalty: 3056.812988
	Iteration 15Q: 3 clusters Score -1406403 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1406417.375000 Penalty: 3056.812988
	Iteration 16Q: 3 clusters Score -1406417 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1406427.000000 Penalty: 3056.812988
	Iteration 17Q: 3 clusters Score -1406427 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1406435.375000 Penalty: 3056.812988
	Iteration 18Q: 3 clusters Score -1406435 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1406449.875000 Penalty: 3056.812988
	Iteration 19Q: 3 clusters Score -1406450 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1406463.625000 Penalty: 3056.812988
	Iteration 20F: 3 clusters Score -1406464 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1406471.250000 Penalty: 3056.812988
	Iteration 21Q: 3 clusters Score -1406471 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1406482.500000 Penalty: 3056.812988
	Iteration 22Q: 3 clusters Score -1406482 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1406495.125000 Penalty: 3056.812988
	Iteration 23Q: 3 clusters Score -1406495 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1406508.125000 Penalty: 3056.812988
	Iteration 24Q: 3 clusters Score -1406508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1406520.250000 Penalty: 3056.812988
	Iteration 25Q: 3 clusters Score -1406520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1406531.875000 Penalty: 3056.812988
	Iteration 26Q: 3 clusters Score -1406532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1406537.750000 Penalty: 3056.812988
	Iteration 27Q: 3 clusters Score -1406538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1406542.625000 Penalty: 3056.812988
	Iteration 28Q: 3 clusters Score -1406543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1406547.500000 Penalty: 3056.812988
	Iteration 29Q: 3 clusters Score -1406548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1406548.750000 Penalty: 3056.812988
	Iteration 30Q: 3 clusters Score -1406549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1406551.250000 Penalty: 3056.812988
	Iteration 31Q: 3 clusters Score -1406551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1406550.750000 Penalty: 3056.812988
	Iteration 32Q: 3 clusters Score -1406551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1406549.875000 Penalty: 3056.812988
	Iteration 33Q: 3 clusters Score -1406550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1406553.625000 Penalty: 3056.812988
	Iteration 34Q: 3 clusters Score -1406554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1406554.000000 Penalty: 3056.812988
	Iteration 35Q: 3 clusters Score -1406554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1406555.125000 Penalty: 3056.812988
	Iteration 36Q: 3 clusters Score -1406555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1406556.750000 Penalty: 3056.812988
	Iteration 37Q: 3 clusters Score -1406557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1406556.875000 Penalty: 3056.812988
	Iteration 38Q: 3 clusters Score -1406557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1406556.875000 Penalty: 3056.812988
	Iteration 39F: 3 clusters Score -1406557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 100145 members 
Mstep: Class 3 contains 5877 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 39292 members 
Mstep: Class 6 contains 8419 members 
Mstep: Class 7 contains 4172 members 
Mstep: Class 8 contains 1396 members 
Mstep: Class 9 contains 2185 members 
Mstep: Class 10 contains 106626 members 
Mstep: Class 11 contains 9400 members 
Mstep: Class 12 contains 111942 members 
Mstep: Class 13 contains 12586 members 
Mstep: Class 14 contains 1571 members 
Mstep: Class 15 contains 3685 members 
Mstep: Class 16 contains 10417 members 
Mstep: Class 17 contains 13543 members 
Mstep: Class 18 contains 1343 members 
Mstep: Class 19 contains 98981 members 
Mstep: Class 20 contains 23755 members 
Mstep: Class 21 contains 98993 members 
Mstep: Class 22 contains 2311 members 
Mstep: Class 23 contains 4268 members 
Mstep: Class 24 contains 7595 members 
Mstep: Class 25 contains 82486 members 
Mstep: Class 26 contains 30360 members 
Mstep: Class 27 contains 1384 members 
Mstep: Class 28 contains 114106 members 
Mstep: Class 29 contains 8320 members 
Mstep: Class 30 contains 1739 members 
Entering Unmasked Estep 
Score: -111689728.000000 Penalty: 66935.859375
Splitting cluster 16 changes total score from -111669720.000000 to -111689728.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (13543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Entering Unmasked Estep 
Score: -1703608.125000 Penalty: 1545.964111
	Iteration 0F: 2 clusters Score -1703608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1694067.625000 Penalty: 3091.928223
	Iteration 0F: 3 clusters Score -1694068 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1697660.750000 Penalty: 3091.928223
	Iteration 1F: 3 clusters Score -1697661 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1698609.750000 Penalty: 3091.928223
	Iteration 2F: 3 clusters Score -1698610 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1700156.375000 Penalty: 3091.928223
	Iteration 3F: 3 clusters Score -1700156 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1701727.375000 Penalty: 3091.928223
	Iteration 4F: 3 clusters Score -1701727 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1702797.875000 Penalty: 3091.928223
	Iteration 5F: 3 clusters Score -1702798 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1703309.000000 Penalty: 3091.928223
	Iteration 6F: 3 clusters Score -1703309 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1703482.250000 Penalty: 3091.928223
	Iteration 7Q: 3 clusters Score -1703482 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1703587.000000 Penalty: 3091.928223
	Iteration 8Q: 3 clusters Score -1703587 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1703642.625000 Penalty: 3091.928223
	Iteration 9Q: 3 clusters Score -1703643 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1703687.000000 Penalty: 3091.928223
	Iteration 10Q: 3 clusters Score -1703687 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1703734.500000 Penalty: 3091.928223
	Iteration 11Q: 3 clusters Score -1703734 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1703785.500000 Penalty: 3091.928223
	Iteration 12Q: 3 clusters Score -1703786 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1703845.750000 Penalty: 3091.928223
	Iteration 13Q: 3 clusters Score -1703846 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1703916.750000 Penalty: 3091.928223
	Iteration 14Q: 3 clusters Score -1703917 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1703984.625000 Penalty: 3091.928223
	Iteration 15Q: 3 clusters Score -1703985 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1704083.000000 Penalty: 3091.928223
	Iteration 16Q: 3 clusters Score -1704083 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1704239.250000 Penalty: 3091.928223
	Iteration 17Q: 3 clusters Score -1704239 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1704503.125000 Penalty: 3091.928223
	Iteration 18Q: 3 clusters Score -1704503 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1704803.875000 Penalty: 3091.928223
	Iteration 19Q: 3 clusters Score -1704804 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1705071.250000 Penalty: 3091.928223
	Iteration 20F: 3 clusters Score -1705071 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1705190.500000 Penalty: 3091.928223
	Iteration 21Q: 3 clusters Score -1705190 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1705217.375000 Penalty: 3091.928223
	Iteration 22Q: 3 clusters Score -1705217 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1705224.250000 Penalty: 3091.928223
	Iteration 23Q: 3 clusters Score -1705224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1705225.000000 Penalty: 3091.928223
	Iteration 24Q: 3 clusters Score -1705225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1705225.125000 Penalty: 3091.928223
	Iteration 25Q: 3 clusters Score -1705225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1705228.625000 Penalty: 3091.928223
	Iteration 26Q: 3 clusters Score -1705229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1705230.250000 Penalty: 3091.928223
	Iteration 27Q: 3 clusters Score -1705230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1705230.125000 Penalty: 3091.928223
	Iteration 28Q: 3 clusters Score -1705230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1705228.250000 Penalty: 3091.928223
	Iteration 29Q: 3 clusters Score -1705228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1705231.625000 Penalty: 3091.928223
	Iteration 30Q: 3 clusters Score -1705232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1705231.125000 Penalty: 3091.928223
	Iteration 31Q: 3 clusters Score -1705231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1705231.125000 Penalty: 3091.928223
	Iteration 32F: 3 clusters Score -1705231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 100145 members 
Mstep: Class 3 contains 5877 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 39292 members 
Mstep: Class 6 contains 8419 members 
Mstep: Class 7 contains 4172 members 
Mstep: Class 8 contains 1396 members 
Mstep: Class 9 contains 2185 members 
Mstep: Class 10 contains 106626 members 
Mstep: Class 11 contains 9400 members 
Mstep: Class 12 contains 111942 members 
Mstep: Class 13 contains 12586 members 
Mstep: Class 14 contains 1571 members 
Mstep: Class 15 contains 3685 members 
Mstep: Class 16 contains 10417 members 
Mstep: Class 17 contains 9516 members 
Mstep: Class 18 contains 1343 members 
Mstep: Class 19 contains 98981 members 
Mstep: Class 20 contains 23755 members 
Mstep: Class 21 contains 98993 members 
Mstep: Class 22 contains 2311 members 
Mstep: Class 23 contains 4268 members 
Mstep: Class 24 contains 7595 members 
Mstep: Class 25 contains 82486 members 
Mstep: Class 26 contains 30360 members 
Mstep: Class 27 contains 1384 members 
Mstep: Class 28 contains 114106 members 
Mstep: Class 29 contains 8320 members 
Mstep: Class 30 contains 1739 members 
Mstep: Class 31 contains 4027 members 
Entering Unmasked Estep 
Score: -111690656.000000 Penalty: 69167.054688
Splitting cluster 17 changes total score from -111669720.000000 to -111690656.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (1343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Entering Unmasked Estep 
Score: -88431.921875 Penalty: 1170.432373
	Iteration 0F: 2 clusters Score -88431.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -87530.906250 Penalty: 2340.864746
	Iteration 0F: 3 clusters Score -87530.91 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -91540.210938 Penalty: 2340.864746
	Iteration 1F: 3 clusters Score -91540.21 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -92411.945312 Penalty: 2340.864746
	Iteration 2F: 3 clusters Score -92411.95 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -93096.492188 Penalty: 2340.864746
	Iteration 3Q: 3 clusters Score -93096.49 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -93605.523438 Penalty: 2340.864746
	Iteration 4Q: 3 clusters Score -93605.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -93815.250000 Penalty: 2340.864746
	Iteration 5Q: 3 clusters Score -93815.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -93893.015625 Penalty: 2340.864746
	Iteration 6Q: 3 clusters Score -93893.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -93920.710938 Penalty: 2340.864746
	Iteration 7Q: 3 clusters Score -93920.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -93927.765625 Penalty: 2340.864746
	Iteration 8Q: 3 clusters Score -93927.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -93931.179688 Penalty: 2340.864746
	Iteration 9Q: 3 clusters Score -93931.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -93931.656250 Penalty: 2340.864746
	Iteration 10Q: 3 clusters Score -93931.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -93980.171875 Penalty: 2340.864746
	Iteration 11F: 3 clusters Score -93980.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -94099.726562 Penalty: 2340.864746
	Iteration 12Q: 3 clusters Score -94099.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -94134.687500 Penalty: 2340.864746
	Iteration 13Q: 3 clusters Score -94134.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -94152.718750 Penalty: 2340.864746
	Iteration 14Q: 3 clusters Score -94152.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -94165.531250 Penalty: 2340.864746
	Iteration 15Q: 3 clusters Score -94165.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -94176.265625 Penalty: 2340.864746
	Iteration 16Q: 3 clusters Score -94176.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -94177.914062 Penalty: 2340.864746
	Iteration 17Q: 3 clusters Score -94177.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -94178.820312 Penalty: 2340.864746
	Iteration 18Q: 3 clusters Score -94178.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -94180.320312 Penalty: 2340.864746
	Iteration 19Q: 3 clusters Score -94180.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -94180.859375 Penalty: 2340.864746
	Iteration 20F: 3 clusters Score -94180.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -94181.554688 Penalty: 2340.864746
	Iteration 21Q: 3 clusters Score -94181.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -94181.554688 Penalty: 2340.864746
	Iteration 22F: 3 clusters Score -94181.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 100145 members 
Mstep: Class 3 contains 5877 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 39292 members 
Mstep: Class 6 contains 8419 members 
Mstep: Class 7 contains 4172 members 
Mstep: Class 8 contains 1396 members 
Mstep: Class 9 contains 2185 members 
Mstep: Class 10 contains 106626 members 
Mstep: Class 11 contains 9400 members 
Mstep: Class 12 contains 111942 members 
Mstep: Class 13 contains 12586 members 
Mstep: Class 14 contains 1571 members 
Mstep: Class 15 contains 3685 members 
Mstep: Class 16 contains 10417 members 
Mstep: Class 17 contains 9516 members 
Mstep: Class 18 contains 814 members 
Mstep: Class 19 contains 98981 members 
Mstep: Class 20 contains 23755 members 
Mstep: Class 21 contains 98993 members 
Mstep: Class 22 contains 2311 members 
Mstep: Class 23 contains 4268 members 
Mstep: Class 24 contains 7595 members 
Mstep: Class 25 contains 82486 members 
Mstep: Class 26 contains 30360 members 
Mstep: Class 27 contains 1384 members 
Mstep: Class 28 contains 114106 members 
Mstep: Class 29 contains 8320 members 
Mstep: Class 30 contains 1739 members 
Mstep: Class 31 contains 4027 members 
Mstep: Class 32 contains 529 members 
Entering Unmasked Estep 
Score: -111694968.000000 Penalty: 71398.250000
Splitting cluster 18 changes total score from -111669720.000000 to -111694968.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 19 (98981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98981 members 
Entering Unmasked Estep 
Score: -12318754.000000 Penalty: 1869.186035
	Iteration 0F: 2 clusters Score -1.231875e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49561 members 
Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
Score: -12253803.000000 Penalty: 3738.372070
	Iteration 0F: 3 clusters Score -1.22538e+07 nChanged 47346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49737 members 
Mstep: Class 2 contains 49244 members 
Entering Unmasked Estep 
Score: -12281952.000000 Penalty: 3738.372070
	Iteration 1F: 3 clusters Score -1.228195e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 48816 members 
Entering Unmasked Estep 
Score: -12283548.000000 Penalty: 3738.372070
	Iteration 2Q: 3 clusters Score -1.228355e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 47927 members 
Entering Unmasked Estep 
Score: -12285855.000000 Penalty: 3738.372070
	Iteration 3Q: 3 clusters Score -1.228586e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52431 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
Score: -12288857.000000 Penalty: 3738.372070
	Iteration 4F: 3 clusters Score -1.228886e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -12292744.000000 Penalty: 3738.372070
	Iteration 5F: 3 clusters Score -1.229274e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57081 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -12297124.000000 Penalty: 3738.372070
	Iteration 6F: 3 clusters Score -1.229712e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59747 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -12301456.000000 Penalty: 3738.372070
	Iteration 7F: 3 clusters Score -1.230146e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62257 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -12304579.000000 Penalty: 3738.372070
	Iteration 8F: 3 clusters Score -1.230458e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64534 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -12306489.000000 Penalty: 3738.372070
	Iteration 9Q: 3 clusters Score -1.230649e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66630 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -12307566.000000 Penalty: 3738.372070
	Iteration 10Q: 3 clusters Score -1.230757e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68654 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -12308467.000000 Penalty: 3738.372070
	Iteration 11Q: 3 clusters Score -1.230847e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70624 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -12309364.000000 Penalty: 3738.372070
	Iteration 12Q: 3 clusters Score -1.230936e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72529 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -12310228.000000 Penalty: 3738.372070
	Iteration 13Q: 3 clusters Score -1.231023e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74324 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -12311113.000000 Penalty: 3738.372070
	Iteration 14Q: 3 clusters Score -1.231111e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76031 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -12311963.000000 Penalty: 3738.372070
	Iteration 15Q: 3 clusters Score -1.231196e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77564 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -12312699.000000 Penalty: 3738.372070
	Iteration 16Q: 3 clusters Score -1.23127e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79019 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -12313505.000000 Penalty: 3738.372070
	Iteration 17Q: 3 clusters Score -1.23135e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80360 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -12314188.000000 Penalty: 3738.372070
	Iteration 18Q: 3 clusters Score -1.231419e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81605 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -12314794.000000 Penalty: 3738.372070
	Iteration 19Q: 3 clusters Score -1.231479e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82684 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -12315267.000000 Penalty: 3738.372070
	Iteration 20F: 3 clusters Score -1.231527e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83650 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -12315721.000000 Penalty: 3738.372070
	Iteration 21Q: 3 clusters Score -1.231572e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84455 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -12316117.000000 Penalty: 3738.372070
	Iteration 22Q: 3 clusters Score -1.231612e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85199 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -12316541.000000 Penalty: 3738.372070
	Iteration 23Q: 3 clusters Score -1.231654e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85903 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -12316912.000000 Penalty: 3738.372070
	Iteration 24Q: 3 clusters Score -1.231691e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86513 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -12317260.000000 Penalty: 3738.372070
	Iteration 25Q: 3 clusters Score -1.231726e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87108 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -12317528.000000 Penalty: 3738.372070
	Iteration 26Q: 3 clusters Score -1.231753e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87627 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -12317730.000000 Penalty: 3738.372070
	Iteration 27Q: 3 clusters Score -1.231773e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88094 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -12317868.000000 Penalty: 3738.372070
	Iteration 28Q: 3 clusters Score -1.231787e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88521 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -12317989.000000 Penalty: 3738.372070
	Iteration 29Q: 3 clusters Score -1.231799e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88925 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -12318033.000000 Penalty: 3738.372070
	Iteration 30Q: 3 clusters Score -1.231803e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89289 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -12318106.000000 Penalty: 3738.372070
	Iteration 31Q: 3 clusters Score -1.231811e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89614 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -12318201.000000 Penalty: 3738.372070
	Iteration 32Q: 3 clusters Score -1.23182e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89910 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -12318240.000000 Penalty: 3738.372070
	Iteration 33Q: 3 clusters Score -1.231824e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90177 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -12318262.000000 Penalty: 3738.372070
	Iteration 34Q: 3 clusters Score -1.231826e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90448 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -12318299.000000 Penalty: 3738.372070
	Iteration 35Q: 3 clusters Score -1.23183e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90697 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -12318346.000000 Penalty: 3738.372070
	Iteration 36Q: 3 clusters Score -1.231835e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90921 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -12318379.000000 Penalty: 3738.372070
	Iteration 37Q: 3 clusters Score -1.231838e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91126 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -12318429.000000 Penalty: 3738.372070
	Iteration 38Q: 3 clusters Score -1.231843e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91303 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -12318436.000000 Penalty: 3738.372070
	Iteration 39Q: 3 clusters Score -1.231844e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91460 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -12318476.000000 Penalty: 3738.372070
	Iteration 40F: 3 clusters Score -1.231848e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91589 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -12318506.000000 Penalty: 3738.372070
	Iteration 41Q: 3 clusters Score -1.231851e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91696 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -12318509.000000 Penalty: 3738.372070
	Iteration 42Q: 3 clusters Score -1.231851e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91795 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -12318518.000000 Penalty: 3738.372070
	Iteration 43Q: 3 clusters Score -1.231852e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91895 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -12318513.000000 Penalty: 3738.372070
	Iteration 44Q: 3 clusters Score -1.231851e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92001 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -12318540.000000 Penalty: 3738.372070
	Iteration 45Q: 3 clusters Score -1.231854e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92102 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -12318551.000000 Penalty: 3738.372070
	Iteration 46Q: 3 clusters Score -1.231855e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92215 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -12318551.000000 Penalty: 3738.372070
	Iteration 47Q: 3 clusters Score -1.231855e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92322 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -12318571.000000 Penalty: 3738.372070
	Iteration 48Q: 3 clusters Score -1.231857e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92432 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -12318578.000000 Penalty: 3738.372070
	Iteration 49Q: 3 clusters Score -1.231858e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92543 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -12318601.000000 Penalty: 3738.372070
	Iteration 50Q: 3 clusters Score -1.23186e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92641 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -12318621.000000 Penalty: 3738.372070
	Iteration 51Q: 3 clusters Score -1.231862e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92740 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -12318629.000000 Penalty: 3738.372070
	Iteration 52Q: 3 clusters Score -1.231863e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92850 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -12318625.000000 Penalty: 3738.372070
	Iteration 53Q: 3 clusters Score -1.231862e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92954 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -12318635.000000 Penalty: 3738.372070
	Iteration 54Q: 3 clusters Score -1.231864e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93054 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -12318620.000000 Penalty: 3738.372070
	Iteration 55Q: 3 clusters Score -1.231862e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93142 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -12318618.000000 Penalty: 3738.372070
	Iteration 56Q: 3 clusters Score -1.231862e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93225 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -12318640.000000 Penalty: 3738.372070
	Iteration 57Q: 3 clusters Score -1.231864e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93313 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -12318646.000000 Penalty: 3738.372070
	Iteration 58Q: 3 clusters Score -1.231865e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93399 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -12318671.000000 Penalty: 3738.372070
	Iteration 59Q: 3 clusters Score -1.231867e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93477 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -12318667.000000 Penalty: 3738.372070
	Iteration 60F: 3 clusters Score -1.231867e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93557 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -12318690.000000 Penalty: 3738.372070
	Iteration 61Q: 3 clusters Score -1.231869e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93629 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -12318691.000000 Penalty: 3738.372070
	Iteration 62Q: 3 clusters Score -1.231869e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93687 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -12318693.000000 Penalty: 3738.372070
	Iteration 63Q: 3 clusters Score -1.231869e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93734 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -12318693.000000 Penalty: 3738.372070
	Iteration 64Q: 3 clusters Score -1.231869e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93783 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -12318699.000000 Penalty: 3738.372070
	Iteration 65Q: 3 clusters Score -1.23187e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93836 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -12318681.000000 Penalty: 3738.372070
	Iteration 66Q: 3 clusters Score -1.231868e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93878 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -12318676.000000 Penalty: 3738.372070
	Iteration 67Q: 3 clusters Score -1.231868e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93911 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -12318689.000000 Penalty: 3738.372070
	Iteration 68Q: 3 clusters Score -1.231869e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93941 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -12318705.000000 Penalty: 3738.372070
	Iteration 69Q: 3 clusters Score -1.23187e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93974 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -12318707.000000 Penalty: 3738.372070
	Iteration 70Q: 3 clusters Score -1.231871e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94007 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -12318713.000000 Penalty: 3738.372070
	Iteration 71Q: 3 clusters Score -1.231871e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94043 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -12318709.000000 Penalty: 3738.372070
	Iteration 72Q: 3 clusters Score -1.231871e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94074 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -12318707.000000 Penalty: 3738.372070
	Iteration 73Q: 3 clusters Score -1.231871e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94110 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -12318711.000000 Penalty: 3738.372070
	Iteration 74Q: 3 clusters Score -1.231871e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94140 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -12318728.000000 Penalty: 3738.372070
	Iteration 75Q: 3 clusters Score -1.231873e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94168 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -12318710.000000 Penalty: 3738.372070
	Iteration 76Q: 3 clusters Score -1.231871e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94195 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -12318715.000000 Penalty: 3738.372070
	Iteration 77Q: 3 clusters Score -1.231872e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94220 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -12318710.000000 Penalty: 3738.372070
	Iteration 78Q: 3 clusters Score -1.231871e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94243 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -12318710.000000 Penalty: 3738.372070
	Iteration 79Q: 3 clusters Score -1.231871e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94263 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -12318706.000000 Penalty: 3738.372070
	Iteration 80F: 3 clusters Score -1.231871e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94283 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -12318702.000000 Penalty: 3738.372070
	Iteration 81Q: 3 clusters Score -1.23187e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94303 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -12318703.000000 Penalty: 3738.372070
	Iteration 82Q: 3 clusters Score -1.23187e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94325 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -12318706.000000 Penalty: 3738.372070
	Iteration 83Q: 3 clusters Score -1.231871e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94348 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -12318704.000000 Penalty: 3738.372070
	Iteration 84Q: 3 clusters Score -1.23187e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94365 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -12318709.000000 Penalty: 3738.372070
	Iteration 85Q: 3 clusters Score -1.231871e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94386 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -12318699.000000 Penalty: 3738.372070
	Iteration 86Q: 3 clusters Score -1.23187e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94404 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -12318674.000000 Penalty: 3738.372070
	Iteration 87Q: 3 clusters Score -1.231867e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94417 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -12318669.000000 Penalty: 3738.372070
	Iteration 88Q: 3 clusters Score -1.231867e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94431 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -12318666.000000 Penalty: 3738.372070
	Iteration 89Q: 3 clusters Score -1.231867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94442 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -12318655.000000 Penalty: 3738.372070
	Iteration 90Q: 3 clusters Score -1.231866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94447 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -12318658.000000 Penalty: 3738.372070
	Iteration 91Q: 3 clusters Score -1.231866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94453 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -12318663.000000 Penalty: 3738.372070
	Iteration 92Q: 3 clusters Score -1.231866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94463 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -12318655.000000 Penalty: 3738.372070
	Iteration 93Q: 3 clusters Score -1.231866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94475 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -12318660.000000 Penalty: 3738.372070
	Iteration 94Q: 3 clusters Score -1.231866e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94491 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -12318667.000000 Penalty: 3738.372070
	Iteration 95Q: 3 clusters Score -1.231867e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94499 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -12318684.000000 Penalty: 3738.372070
	Iteration 96Q: 3 clusters Score -1.231868e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94509 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -12318682.000000 Penalty: 3738.372070
	Iteration 97Q: 3 clusters Score -1.231868e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94524 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -12318695.000000 Penalty: 3738.372070
	Iteration 98Q: 3 clusters Score -1.23187e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94537 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -12318684.000000 Penalty: 3738.372070
	Iteration 99Q: 3 clusters Score -1.231868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94546 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -12318686.000000 Penalty: 3738.372070
	Iteration 100F: 3 clusters Score -1.231869e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94553 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -12318687.000000 Penalty: 3738.372070
	Iteration 101Q: 3 clusters Score -1.231869e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94561 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -12318680.000000 Penalty: 3738.372070
	Iteration 102Q: 3 clusters Score -1.231868e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94571 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -12318688.000000 Penalty: 3738.372070
	Iteration 103Q: 3 clusters Score -1.231869e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94576 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -12318684.000000 Penalty: 3738.372070
	Iteration 104Q: 3 clusters Score -1.231868e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94578 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -12318684.000000 Penalty: 3738.372070
	Iteration 105Q: 3 clusters Score -1.231868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94581 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -12318674.000000 Penalty: 3738.372070
	Iteration 106Q: 3 clusters Score -1.231867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94587 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -12318668.000000 Penalty: 3738.372070
	Iteration 107Q: 3 clusters Score -1.231867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94591 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -12318667.000000 Penalty: 3738.372070
	Iteration 108Q: 3 clusters Score -1.231867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94596 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -12318671.000000 Penalty: 3738.372070
	Iteration 109Q: 3 clusters Score -1.231867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94601 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -12318679.000000 Penalty: 3738.372070
	Iteration 110Q: 3 clusters Score -1.231868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94602 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -12318668.000000 Penalty: 3738.372070
	Iteration 111Q: 3 clusters Score -1.231867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94605 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -12318668.000000 Penalty: 3738.372070
	Iteration 112Q: 3 clusters Score -1.231867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94606 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -12318665.000000 Penalty: 3738.372070
	Iteration 113Q: 3 clusters Score -1.231866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94607 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -12318663.000000 Penalty: 3738.372070
	Iteration 114Q: 3 clusters Score -1.231866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94608 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -12318664.000000 Penalty: 3738.372070
	Iteration 115Q: 3 clusters Score -1.231866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94609 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -12318658.000000 Penalty: 3738.372070
	Iteration 116Q: 3 clusters Score -1.231866e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94609 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -12318658.000000 Penalty: 3738.372070
	Iteration 117F: 3 clusters Score -1.231866e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Entering Unmasked Estep 
Score: -2819650.750000 Penalty: 1637.276611
	Iteration 0F: 2 clusters Score -2819651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2803644.750000 Penalty: 3274.553223
	Iteration 0F: 3 clusters Score -2803645 nChanged 10940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -2810609.750000 Penalty: 3274.553223
	Iteration 1F: 3 clusters Score -2810610 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2812854.000000 Penalty: 3274.553223
	Iteration 2F: 3 clusters Score -2812854 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2815376.750000 Penalty: 3274.553223
	Iteration 3F: 3 clusters Score -2815377 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2817203.250000 Penalty: 3274.553223
	Iteration 4F: 3 clusters Score -2817203 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2818321.000000 Penalty: 3274.553223
	Iteration 5F: 3 clusters Score -2818321 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -2819039.500000 Penalty: 3274.553223
	Iteration 6F: 3 clusters Score -2819040 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -2819501.250000 Penalty: 3274.553223
	Iteration 7Q: 3 clusters Score -2819501 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2819833.750000 Penalty: 3274.553223
	Iteration 8Q: 3 clusters Score -2819834 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2820119.000000 Penalty: 3274.553223
	Iteration 9Q: 3 clusters Score -2820119 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2820339.000000 Penalty: 3274.553223
	Iteration 10Q: 3 clusters Score -2820339 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2820524.750000 Penalty: 3274.553223
	Iteration 11Q: 3 clusters Score -2820525 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2820684.750000 Penalty: 3274.553223
	Iteration 12Q: 3 clusters Score -2820685 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2820792.750000 Penalty: 3274.553223
	Iteration 13Q: 3 clusters Score -2820793 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2820870.500000 Penalty: 3274.553223
	Iteration 14Q: 3 clusters Score -2820870 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2820928.250000 Penalty: 3274.553223
	Iteration 15Q: 3 clusters Score -2820928 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2820977.500000 Penalty: 3274.553223
	Iteration 16Q: 3 clusters Score -2820978 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2821018.500000 Penalty: 3274.553223
	Iteration 17Q: 3 clusters Score -2821018 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2821036.000000 Penalty: 3274.553223
	Iteration 18Q: 3 clusters Score -2821036 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2821045.750000 Penalty: 3274.553223
	Iteration 19Q: 3 clusters Score -2821046 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2821066.000000 Penalty: 3274.553223
	Iteration 20F: 3 clusters Score -2821066 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2821077.000000 Penalty: 3274.553223
	Iteration 21Q: 3 clusters Score -2821077 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2821089.000000 Penalty: 3274.553223
	Iteration 22Q: 3 clusters Score -2821089 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2821095.000000 Penalty: 3274.553223
	Iteration 23Q: 3 clusters Score -2821095 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2821099.500000 Penalty: 3274.553223
	Iteration 24Q: 3 clusters Score -2821100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2821101.000000 Penalty: 3274.553223
	Iteration 25Q: 3 clusters Score -2821101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2821101.750000 Penalty: 3274.553223
	Iteration 26Q: 3 clusters Score -2821102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2821096.750000 Penalty: 3274.553223
	Iteration 27Q: 3 clusters Score -2821097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2821099.250000 Penalty: 3274.553223
	Iteration 28Q: 3 clusters Score -2821099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2821099.000000 Penalty: 3274.553223
	Iteration 29Q: 3 clusters Score -2821099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2821098.250000 Penalty: 3274.553223
	Iteration 30Q: 3 clusters Score -2821098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2821099.750000 Penalty: 3274.553223
	Iteration 31Q: 3 clusters Score -2821100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2821098.750000 Penalty: 3274.553223
	Iteration 32Q: 3 clusters Score -2821099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2821102.500000 Penalty: 3274.553223
	Iteration 33Q: 3 clusters Score -2821102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2821102.500000 Penalty: 3274.553223
	Iteration 34F: 3 clusters Score -2821102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 100145 members 
Mstep: Class 3 contains 5877 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 39292 members 
Mstep: Class 6 contains 8419 members 
Mstep: Class 7 contains 4172 members 
Mstep: Class 8 contains 1396 members 
Mstep: Class 9 contains 2185 members 
Mstep: Class 10 contains 106626 members 
Mstep: Class 11 contains 9400 members 
Mstep: Class 12 contains 111942 members 
Mstep: Class 13 contains 12586 members 
Mstep: Class 14 contains 1571 members 
Mstep: Class 15 contains 3685 members 
Mstep: Class 16 contains 10417 members 
Mstep: Class 17 contains 9516 members 
Mstep: Class 18 contains 814 members 
Mstep: Class 19 contains 98981 members 
Mstep: Class 20 contains 22186 members 
Mstep: Class 21 contains 98993 members 
Mstep: Class 22 contains 2311 members 
Mstep: Class 23 contains 4268 members 
Mstep: Class 24 contains 7595 members 
Mstep: Class 25 contains 82486 members 
Mstep: Class 26 contains 30360 members 
Mstep: Class 27 contains 1384 members 
Mstep: Class 28 contains 114106 members 
Mstep: Class 29 contains 8320 members 
Mstep: Class 30 contains 1739 members 
Mstep: Class 31 contains 4027 members 
Mstep: Class 32 contains 529 members 
Mstep: Class 33 contains 1569 members 
Entering Unmasked Estep 
Score: -111695472.000000 Penalty: 73629.445312
Splitting cluster 20 changes total score from -111669720.000000 to -111695472.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 21 (98993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98993 members 
Entering Unmasked Estep 
Score: -12218352.000000 Penalty: 1869.205811
	Iteration 0F: 2 clusters Score -1.221835e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 49547 members 
Entering Unmasked Estep 
Score: -12152367.000000 Penalty: 3738.411621
	Iteration 0F: 3 clusters Score -1.215237e+07 nChanged 47490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49228 members 
Mstep: Class 2 contains 49765 members 
Entering Unmasked Estep 
Score: -12179918.000000 Penalty: 3738.411621
	Iteration 1F: 3 clusters Score -1.217992e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49074 members 
Mstep: Class 2 contains 49919 members 
Entering Unmasked Estep 
Score: -12180450.000000 Penalty: 3738.411621
	Iteration 2Q: 3 clusters Score -1.218045e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 50146 members 
Entering Unmasked Estep 
Score: -12181136.000000 Penalty: 3738.411621
	Iteration 3Q: 3 clusters Score -1.218114e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 50561 members 
Entering Unmasked Estep 
Score: -12181889.000000 Penalty: 3738.411621
	Iteration 4Q: 3 clusters Score -1.218189e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47661 members 
Mstep: Class 2 contains 51332 members 
Entering Unmasked Estep 
Score: -12182784.000000 Penalty: 3738.411621
	Iteration 5Q: 3 clusters Score -1.218278e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 52468 members 
Entering Unmasked Estep 
Score: -12184101.000000 Penalty: 3738.411621
	Iteration 6Q: 3 clusters Score -1.21841e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 54043 members 
Entering Unmasked Estep 
Score: -12186081.000000 Penalty: 3738.411621
	Iteration 7Q: 3 clusters Score -1.218608e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -12189038.000000 Penalty: 3738.411621
	Iteration 8F: 3 clusters Score -1.218904e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 58459 members 
Entering Unmasked Estep 
Score: -12193312.000000 Penalty: 3738.411621
	Iteration 9F: 3 clusters Score -1.219331e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 60722 members 
Entering Unmasked Estep 
Score: -12197655.000000 Penalty: 3738.411621
	Iteration 10F: 3 clusters Score -1.219766e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 62554 members 
Entering Unmasked Estep 
Score: -12200678.000000 Penalty: 3738.411621
	Iteration 11F: 3 clusters Score -1.220068e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 64094 members 
Entering Unmasked Estep 
Score: -12202323.000000 Penalty: 3738.411621
	Iteration 12Q: 3 clusters Score -1.220232e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 65483 members 
Entering Unmasked Estep 
Score: -12203226.000000 Penalty: 3738.411621
	Iteration 13Q: 3 clusters Score -1.220323e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 66928 members 
Entering Unmasked Estep 
Score: -12204121.000000 Penalty: 3738.411621
	Iteration 14Q: 3 clusters Score -1.220412e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 68427 members 
Entering Unmasked Estep 
Score: -12204997.000000 Penalty: 3738.411621
	Iteration 15Q: 3 clusters Score -1.2205e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 69976 members 
Entering Unmasked Estep 
Score: -12205949.000000 Penalty: 3738.411621
	Iteration 16Q: 3 clusters Score -1.220595e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 71661 members 
Entering Unmasked Estep 
Score: -12206965.000000 Penalty: 3738.411621
	Iteration 17Q: 3 clusters Score -1.220696e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 73466 members 
Entering Unmasked Estep 
Score: -12208412.000000 Penalty: 3738.411621
	Iteration 18Q: 3 clusters Score -1.220841e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 75250 members 
Entering Unmasked Estep 
Score: -12209905.000000 Penalty: 3738.411621
	Iteration 19Q: 3 clusters Score -1.22099e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 76903 members 
Entering Unmasked Estep 
Score: -12211420.000000 Penalty: 3738.411621
	Iteration 20F: 3 clusters Score -1.221142e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 78391 members 
Entering Unmasked Estep 
Score: -12212937.000000 Penalty: 3738.411621
	Iteration 21Q: 3 clusters Score -1.221294e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 79637 members 
Entering Unmasked Estep 
Score: -12214110.000000 Penalty: 3738.411621
	Iteration 22Q: 3 clusters Score -1.221411e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 80588 members 
Entering Unmasked Estep 
Score: -12214765.000000 Penalty: 3738.411621
	Iteration 23Q: 3 clusters Score -1.221476e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 81334 members 
Entering Unmasked Estep 
Score: -12215194.000000 Penalty: 3738.411621
	Iteration 24Q: 3 clusters Score -1.221519e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 81968 members 
Entering Unmasked Estep 
Score: -12215551.000000 Penalty: 3738.411621
	Iteration 25Q: 3 clusters Score -1.221555e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 82489 members 
Entering Unmasked Estep 
Score: -12215739.000000 Penalty: 3738.411621
	Iteration 26Q: 3 clusters Score -1.221574e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 82983 members 
Entering Unmasked Estep 
Score: -12215894.000000 Penalty: 3738.411621
	Iteration 27Q: 3 clusters Score -1.221589e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 83393 members 
Entering Unmasked Estep 
Score: -12215965.000000 Penalty: 3738.411621
	Iteration 28Q: 3 clusters Score -1.221596e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 83801 members 
Entering Unmasked Estep 
Score: -12216083.000000 Penalty: 3738.411621
	Iteration 29Q: 3 clusters Score -1.221608e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 84168 members 
Entering Unmasked Estep 
Score: -12216199.000000 Penalty: 3738.411621
	Iteration 30Q: 3 clusters Score -1.22162e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 84549 members 
Entering Unmasked Estep 
Score: -12216251.000000 Penalty: 3738.411621
	Iteration 31Q: 3 clusters Score -1.221625e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 84891 members 
Entering Unmasked Estep 
Score: -12216348.000000 Penalty: 3738.411621
	Iteration 32Q: 3 clusters Score -1.221635e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 85182 members 
Entering Unmasked Estep 
Score: -12216413.000000 Penalty: 3738.411621
	Iteration 33Q: 3 clusters Score -1.221641e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 85432 members 
Entering Unmasked Estep 
Score: -12216450.000000 Penalty: 3738.411621
	Iteration 34Q: 3 clusters Score -1.221645e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 85656 members 
Entering Unmasked Estep 
Score: -12216448.000000 Penalty: 3738.411621
	Iteration 35Q: 3 clusters Score -1.221645e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 85876 members 
Entering Unmasked Estep 
Score: -12216541.000000 Penalty: 3738.411621
	Iteration 36Q: 3 clusters Score -1.221654e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 86089 members 
Entering Unmasked Estep 
Score: -12216604.000000 Penalty: 3738.411621
	Iteration 37Q: 3 clusters Score -1.22166e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 86296 members 
Entering Unmasked Estep 
Score: -12216660.000000 Penalty: 3738.411621
	Iteration 38Q: 3 clusters Score -1.221666e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 86501 members 
Entering Unmasked Estep 
Score: -12216670.000000 Penalty: 3738.411621
	Iteration 39Q: 3 clusters Score -1.221667e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 86684 members 
Entering Unmasked Estep 
Score: -12216674.000000 Penalty: 3738.411621
	Iteration 40F: 3 clusters Score -1.221667e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 86859 members 
Entering Unmasked Estep 
Score: -12216711.000000 Penalty: 3738.411621
	Iteration 41Q: 3 clusters Score -1.221671e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 87043 members 
Entering Unmasked Estep 
Score: -12216734.000000 Penalty: 3738.411621
	Iteration 42Q: 3 clusters Score -1.221673e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 87231 members 
Entering Unmasked Estep 
Score: -12216764.000000 Penalty: 3738.411621
	Iteration 43Q: 3 clusters Score -1.221676e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 87402 members 
Entering Unmasked Estep 
Score: -12216815.000000 Penalty: 3738.411621
	Iteration 44Q: 3 clusters Score -1.221682e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 87560 members 
Entering Unmasked Estep 
Score: -12216821.000000 Penalty: 3738.411621
	Iteration 45Q: 3 clusters Score -1.221682e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 87708 members 
Entering Unmasked Estep 
Score: -12216856.000000 Penalty: 3738.411621
	Iteration 46Q: 3 clusters Score -1.221686e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 87851 members 
Entering Unmasked Estep 
Score: -12216889.000000 Penalty: 3738.411621
	Iteration 47Q: 3 clusters Score -1.221689e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 87995 members 
Entering Unmasked Estep 
Score: -12216883.000000 Penalty: 3738.411621
	Iteration 48Q: 3 clusters Score -1.221688e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 88127 members 
Entering Unmasked Estep 
Score: -12216939.000000 Penalty: 3738.411621
	Iteration 49Q: 3 clusters Score -1.221694e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 88232 members 
Entering Unmasked Estep 
Score: -12216978.000000 Penalty: 3738.411621
	Iteration 50Q: 3 clusters Score -1.221698e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 88322 members 
Entering Unmasked Estep 
Score: -12216995.000000 Penalty: 3738.411621
	Iteration 51Q: 3 clusters Score -1.2217e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 88389 members 
Entering Unmasked Estep 
Score: -12217011.000000 Penalty: 3738.411621
	Iteration 52Q: 3 clusters Score -1.221701e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 88454 members 
Entering Unmasked Estep 
Score: -12217017.000000 Penalty: 3738.411621
	Iteration 53Q: 3 clusters Score -1.221702e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 88515 members 
Entering Unmasked Estep 
Score: -12217022.000000 Penalty: 3738.411621
	Iteration 54Q: 3 clusters Score -1.221702e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 88564 members 
Entering Unmasked Estep 
Score: -12217045.000000 Penalty: 3738.411621
	Iteration 55Q: 3 clusters Score -1.221704e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 88616 members 
Entering Unmasked Estep 
Score: -12217049.000000 Penalty: 3738.411621
	Iteration 56Q: 3 clusters Score -1.221705e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 88670 members 
Entering Unmasked Estep 
Score: -12217068.000000 Penalty: 3738.411621
	Iteration 57Q: 3 clusters Score -1.221707e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 88729 members 
Entering Unmasked Estep 
Score: -12217084.000000 Penalty: 3738.411621
	Iteration 58Q: 3 clusters Score -1.221708e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 88789 members 
Entering Unmasked Estep 
Score: -12217066.000000 Penalty: 3738.411621
	Iteration 59Q: 3 clusters Score -1.221707e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 88843 members 
Entering Unmasked Estep 
Score: -12217079.000000 Penalty: 3738.411621
	Iteration 60F: 3 clusters Score -1.221708e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 88902 members 
Entering Unmasked Estep 
Score: -12217094.000000 Penalty: 3738.411621
	Iteration 61Q: 3 clusters Score -1.221709e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 88969 members 
Entering Unmasked Estep 
Score: -12217084.000000 Penalty: 3738.411621
	Iteration 62Q: 3 clusters Score -1.221708e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 89034 members 
Entering Unmasked Estep 
Score: -12217084.000000 Penalty: 3738.411621
	Iteration 63Q: 3 clusters Score -1.221708e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 89093 members 
Entering Unmasked Estep 
Score: -12217101.000000 Penalty: 3738.411621
	Iteration 64Q: 3 clusters Score -1.22171e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 89154 members 
Entering Unmasked Estep 
Score: -12217109.000000 Penalty: 3738.411621
	Iteration 65Q: 3 clusters Score -1.221711e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 89212 members 
Entering Unmasked Estep 
Score: -12217119.000000 Penalty: 3738.411621
	Iteration 66Q: 3 clusters Score -1.221712e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 89277 members 
Entering Unmasked Estep 
Score: -12217128.000000 Penalty: 3738.411621
	Iteration 67Q: 3 clusters Score -1.221713e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 89337 members 
Entering Unmasked Estep 
Score: -12217153.000000 Penalty: 3738.411621
	Iteration 68Q: 3 clusters Score -1.221715e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 89397 members 
Entering Unmasked Estep 
Score: -12217160.000000 Penalty: 3738.411621
	Iteration 69Q: 3 clusters Score -1.221716e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 89465 members 
Entering Unmasked Estep 
Score: -12217182.000000 Penalty: 3738.411621
	Iteration 70Q: 3 clusters Score -1.221718e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 89522 members 
Entering Unmasked Estep 
Score: -12217180.000000 Penalty: 3738.411621
	Iteration 71Q: 3 clusters Score -1.221718e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 89589 members 
Entering Unmasked Estep 
Score: -12217209.000000 Penalty: 3738.411621
	Iteration 72Q: 3 clusters Score -1.221721e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 89655 members 
Entering Unmasked Estep 
Score: -12217216.000000 Penalty: 3738.411621
	Iteration 73Q: 3 clusters Score -1.221722e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 89720 members 
Entering Unmasked Estep 
Score: -12217172.000000 Penalty: 3738.411621
	Iteration 74Q: 3 clusters Score -1.221717e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 89780 members 
Entering Unmasked Estep 
Score: -12217182.000000 Penalty: 3738.411621
	Iteration 75Q: 3 clusters Score -1.221718e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 89832 members 
Entering Unmasked Estep 
Score: -12217196.000000 Penalty: 3738.411621
	Iteration 76Q: 3 clusters Score -1.22172e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 89875 members 
Entering Unmasked Estep 
Score: -12217208.000000 Penalty: 3738.411621
	Iteration 77Q: 3 clusters Score -1.221721e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 89919 members 
Entering Unmasked Estep 
Score: -12217196.000000 Penalty: 3738.411621
	Iteration 78Q: 3 clusters Score -1.22172e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 89969 members 
Entering Unmasked Estep 
Score: -12217212.000000 Penalty: 3738.411621
	Iteration 79Q: 3 clusters Score -1.221721e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 90014 members 
Entering Unmasked Estep 
Score: -12217228.000000 Penalty: 3738.411621
	Iteration 80F: 3 clusters Score -1.221723e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 90054 members 
Entering Unmasked Estep 
Score: -12217233.000000 Penalty: 3738.411621
	Iteration 81Q: 3 clusters Score -1.221723e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 90091 members 
Entering Unmasked Estep 
Score: -12217210.000000 Penalty: 3738.411621
	Iteration 82Q: 3 clusters Score -1.221721e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 90128 members 
Entering Unmasked Estep 
Score: -12217220.000000 Penalty: 3738.411621
	Iteration 83Q: 3 clusters Score -1.221722e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 90162 members 
Entering Unmasked Estep 
Score: -12217218.000000 Penalty: 3738.411621
	Iteration 84Q: 3 clusters Score -1.221722e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 90197 members 
Entering Unmasked Estep 
Score: -12217219.000000 Penalty: 3738.411621
	Iteration 85Q: 3 clusters Score -1.221722e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 90229 members 
Entering Unmasked Estep 
Score: -12217236.000000 Penalty: 3738.411621
	Iteration 86Q: 3 clusters Score -1.221724e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 90264 members 
Entering Unmasked Estep 
Score: -12217237.000000 Penalty: 3738.411621
	Iteration 87Q: 3 clusters Score -1.221724e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 90297 members 
Entering Unmasked Estep 
Score: -12217268.000000 Penalty: 3738.411621
	Iteration 88Q: 3 clusters Score -1.221727e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 90331 members 
Entering Unmasked Estep 
Score: -12217273.000000 Penalty: 3738.411621
	Iteration 89Q: 3 clusters Score -1.221727e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 90372 members 
Entering Unmasked Estep 
Score: -12217272.000000 Penalty: 3738.411621
	Iteration 90Q: 3 clusters Score -1.221727e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 90413 members 
Entering Unmasked Estep 
Score: -12217297.000000 Penalty: 3738.411621
	Iteration 91Q: 3 clusters Score -1.22173e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 90455 members 
Entering Unmasked Estep 
Score: -12217318.000000 Penalty: 3738.411621
	Iteration 92Q: 3 clusters Score -1.221732e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 90484 members 
Entering Unmasked Estep 
Score: -12217336.000000 Penalty: 3738.411621
	Iteration 93Q: 3 clusters Score -1.221734e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 90512 members 
Entering Unmasked Estep 
Score: -12217318.000000 Penalty: 3738.411621
	Iteration 94Q: 3 clusters Score -1.221732e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 90531 members 
Entering Unmasked Estep 
Score: -12217328.000000 Penalty: 3738.411621
	Iteration 95Q: 3 clusters Score -1.221733e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 90548 members 
Entering Unmasked Estep 
Score: -12217332.000000 Penalty: 3738.411621
	Iteration 96Q: 3 clusters Score -1.221733e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 90562 members 
Entering Unmasked Estep 
Score: -12217324.000000 Penalty: 3738.411621
	Iteration 97Q: 3 clusters Score -1.221732e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 90581 members 
Entering Unmasked Estep 
Score: -12217329.000000 Penalty: 3738.411621
	Iteration 98Q: 3 clusters Score -1.221733e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 90601 members 
Entering Unmasked Estep 
Score: -12217339.000000 Penalty: 3738.411621
	Iteration 99Q: 3 clusters Score -1.221734e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 90613 members 
Entering Unmasked Estep 
Score: -12217338.000000 Penalty: 3738.411621
	Iteration 100F: 3 clusters Score -1.221734e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 90627 members 
Entering Unmasked Estep 
Score: -12217338.000000 Penalty: 3738.411621
	Iteration 101Q: 3 clusters Score -1.221734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 90632 members 
Entering Unmasked Estep 
Score: -12217327.000000 Penalty: 3738.411621
	Iteration 102Q: 3 clusters Score -1.221733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 90637 members 
Entering Unmasked Estep 
Score: -12217334.000000 Penalty: 3738.411621
	Iteration 103Q: 3 clusters Score -1.221733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 90641 members 
Entering Unmasked Estep 
Score: -12217337.000000 Penalty: 3738.411621
	Iteration 104Q: 3 clusters Score -1.221734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 90645 members 
Entering Unmasked Estep 
Score: -12217338.000000 Penalty: 3738.411621
	Iteration 105Q: 3 clusters Score -1.221734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 90650 members 
Entering Unmasked Estep 
Score: -12217334.000000 Penalty: 3738.411621
	Iteration 106Q: 3 clusters Score -1.221733e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 90659 members 
Entering Unmasked Estep 
Score: -12217327.000000 Penalty: 3738.411621
	Iteration 107Q: 3 clusters Score -1.221733e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 90673 members 
Entering Unmasked Estep 
Score: -12217330.000000 Penalty: 3738.411621
	Iteration 108Q: 3 clusters Score -1.221733e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 90682 members 
Entering Unmasked Estep 
Score: -12217327.000000 Penalty: 3738.411621
	Iteration 109Q: 3 clusters Score -1.221733e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 90692 members 
Entering Unmasked Estep 
Score: -12217325.000000 Penalty: 3738.411621
	Iteration 110Q: 3 clusters Score -1.221732e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 90707 members 
Entering Unmasked Estep 
Score: -12217324.000000 Penalty: 3738.411621
	Iteration 111Q: 3 clusters Score -1.221732e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 90719 members 
Entering Unmasked Estep 
Score: -12217336.000000 Penalty: 3738.411621
	Iteration 112Q: 3 clusters Score -1.221734e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 90739 members 
Entering Unmasked Estep 
Score: -12217333.000000 Penalty: 3738.411621
	Iteration 113Q: 3 clusters Score -1.221733e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 90758 members 
Entering Unmasked Estep 
Score: -12217359.000000 Penalty: 3738.411621
	Iteration 114Q: 3 clusters Score -1.221736e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 90779 members 
Entering Unmasked Estep 
Score: -12217364.000000 Penalty: 3738.411621
	Iteration 115Q: 3 clusters Score -1.221736e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 90797 members 
Entering Unmasked Estep 
Score: -12217382.000000 Penalty: 3738.411621
	Iteration 116Q: 3 clusters Score -1.221738e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 90816 members 
Entering Unmasked Estep 
Score: -12217391.000000 Penalty: 3738.411621
	Iteration 117Q: 3 clusters Score -1.221739e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 90841 members 
Entering Unmasked Estep 
Score: -12217401.000000 Penalty: 3738.411621
	Iteration 118Q: 3 clusters Score -1.22174e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 90864 members 
Entering Unmasked Estep 
Score: -12217399.000000 Penalty: 3738.411621
	Iteration 119Q: 3 clusters Score -1.22174e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 90890 members 
Entering Unmasked Estep 
Score: -12217403.000000 Penalty: 3738.411621
	Iteration 120F: 3 clusters Score -1.22174e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 90911 members 
Entering Unmasked Estep 
Score: -12217402.000000 Penalty: 3738.411621
	Iteration 121Q: 3 clusters Score -1.22174e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 90932 members 
Entering Unmasked Estep 
Score: -12217396.000000 Penalty: 3738.411621
	Iteration 122Q: 3 clusters Score -1.22174e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 90957 members 
Entering Unmasked Estep 
Score: -12217389.000000 Penalty: 3738.411621
	Iteration 123Q: 3 clusters Score -1.221739e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 90978 members 
Entering Unmasked Estep 
Score: -12217401.000000 Penalty: 3738.411621
	Iteration 124Q: 3 clusters Score -1.22174e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 91005 members 
Entering Unmasked Estep 
Score: -12217389.000000 Penalty: 3738.411621
	Iteration 125Q: 3 clusters Score -1.221739e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 91032 members 
Entering Unmasked Estep 
Score: -12217395.000000 Penalty: 3738.411621
	Iteration 126Q: 3 clusters Score -1.22174e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 91049 members 
Entering Unmasked Estep 
Score: -12217375.000000 Penalty: 3738.411621
	Iteration 127Q: 3 clusters Score -1.221738e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 91072 members 
Entering Unmasked Estep 
Score: -12217377.000000 Penalty: 3738.411621
	Iteration 128Q: 3 clusters Score -1.221738e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 91092 members 
Entering Unmasked Estep 
Score: -12217382.000000 Penalty: 3738.411621
	Iteration 129Q: 3 clusters Score -1.221738e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 91112 members 
Entering Unmasked Estep 
Score: -12217382.000000 Penalty: 3738.411621
	Iteration 130Q: 3 clusters Score -1.221738e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 91126 members 
Entering Unmasked Estep 
Score: -12217384.000000 Penalty: 3738.411621
	Iteration 131Q: 3 clusters Score -1.221738e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 91137 members 
Entering Unmasked Estep 
Score: -12217379.000000 Penalty: 3738.411621
	Iteration 132Q: 3 clusters Score -1.221738e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 91148 members 
Entering Unmasked Estep 
Score: -12217385.000000 Penalty: 3738.411621
	Iteration 133Q: 3 clusters Score -1.221738e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 91161 members 
Entering Unmasked Estep 
Score: -12217380.000000 Penalty: 3738.411621
	Iteration 134Q: 3 clusters Score -1.221738e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 91173 members 
Entering Unmasked Estep 
Score: -12217405.000000 Penalty: 3738.411621
	Iteration 135Q: 3 clusters Score -1.22174e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 91185 members 
Entering Unmasked Estep 
Score: -12217397.000000 Penalty: 3738.411621
	Iteration 136Q: 3 clusters Score -1.22174e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 91193 members 
Entering Unmasked Estep 
Score: -12217402.000000 Penalty: 3738.411621
	Iteration 137Q: 3 clusters Score -1.22174e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 91205 members 
Entering Unmasked Estep 
Score: -12217406.000000 Penalty: 3738.411621
	Iteration 138Q: 3 clusters Score -1.221741e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 91225 members 
Entering Unmasked Estep 
Score: -12217400.000000 Penalty: 3738.411621
	Iteration 139Q: 3 clusters Score -1.22174e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 91242 members 
Entering Unmasked Estep 
Score: -12217408.000000 Penalty: 3738.411621
	Iteration 140F: 3 clusters Score -1.221741e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 91260 members 
Entering Unmasked Estep 
Score: -12217404.000000 Penalty: 3738.411621
	Iteration 141Q: 3 clusters Score -1.22174e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 91280 members 
Entering Unmasked Estep 
Score: -12217398.000000 Penalty: 3738.411621
	Iteration 142Q: 3 clusters Score -1.22174e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 91301 members 
Entering Unmasked Estep 
Score: -12217396.000000 Penalty: 3738.411621
	Iteration 143Q: 3 clusters Score -1.22174e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 91329 members 
Entering Unmasked Estep 
Score: -12217385.000000 Penalty: 3738.411621
	Iteration 144Q: 3 clusters Score -1.221738e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 91354 members 
Entering Unmasked Estep 
Score: -12217386.000000 Penalty: 3738.411621
	Iteration 145Q: 3 clusters Score -1.221739e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 91382 members 
Entering Unmasked Estep 
Score: -12217388.000000 Penalty: 3738.411621
	Iteration 146Q: 3 clusters Score -1.221739e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 91423 members 
Entering Unmasked Estep 
Score: -12217416.000000 Penalty: 3738.411621
	Iteration 147Q: 3 clusters Score -1.221742e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 91460 members 
Entering Unmasked Estep 
Score: -12217408.000000 Penalty: 3738.411621
	Iteration 148Q: 3 clusters Score -1.221741e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 91496 members 
Entering Unmasked Estep 
Score: -12217402.000000 Penalty: 3738.411621
	Iteration 149Q: 3 clusters Score -1.22174e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 91541 members 
Entering Unmasked Estep 
Score: -12217420.000000 Penalty: 3738.411621
	Iteration 150Q: 3 clusters Score -1.221742e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 91580 members 
Entering Unmasked Estep 
Score: -12217415.000000 Penalty: 3738.411621
	Iteration 151Q: 3 clusters Score -1.221742e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 91620 members 
Entering Unmasked Estep 
Score: -12217411.000000 Penalty: 3738.411621
	Iteration 152Q: 3 clusters Score -1.221741e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 91666 members 
Entering Unmasked Estep 
Score: -12217418.000000 Penalty: 3738.411621
	Iteration 153Q: 3 clusters Score -1.221742e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 91707 members 
Entering Unmasked Estep 
Score: -12217444.000000 Penalty: 3738.411621
	Iteration 154Q: 3 clusters Score -1.221744e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 91746 members 
Entering Unmasked Estep 
Score: -12217440.000000 Penalty: 3738.411621
	Iteration 155Q: 3 clusters Score -1.221744e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 91786 members 
Entering Unmasked Estep 
Score: -12217460.000000 Penalty: 3738.411621
	Iteration 156Q: 3 clusters Score -1.221746e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 91826 members 
Entering Unmasked Estep 
Score: -12217468.000000 Penalty: 3738.411621
	Iteration 157Q: 3 clusters Score -1.221747e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 91863 members 
Entering Unmasked Estep 
Score: -12217471.000000 Penalty: 3738.411621
	Iteration 158Q: 3 clusters Score -1.221747e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 91895 members 
Entering Unmasked Estep 
Score: -12217481.000000 Penalty: 3738.411621
	Iteration 159Q: 3 clusters Score -1.221748e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 91926 members 
Entering Unmasked Estep 
Score: -12217484.000000 Penalty: 3738.411621
	Iteration 160F: 3 clusters Score -1.221748e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 91957 members 
Entering Unmasked Estep 
Score: -12217471.000000 Penalty: 3738.411621
	Iteration 161Q: 3 clusters Score -1.221747e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 91987 members 
Entering Unmasked Estep 
Score: -12217496.000000 Penalty: 3738.411621
	Iteration 162Q: 3 clusters Score -1.22175e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 92033 members 
Entering Unmasked Estep 
Score: -12217510.000000 Penalty: 3738.411621
	Iteration 163Q: 3 clusters Score -1.221751e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 92079 members 
Entering Unmasked Estep 
Score: -12217502.000000 Penalty: 3738.411621
	Iteration 164Q: 3 clusters Score -1.22175e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 92140 members 
Entering Unmasked Estep 
Score: -12217501.000000 Penalty: 3738.411621
	Iteration 165Q: 3 clusters Score -1.22175e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 92208 members 
Entering Unmasked Estep 
Score: -12217492.000000 Penalty: 3738.411621
	Iteration 166Q: 3 clusters Score -1.221749e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 92259 members 
Entering Unmasked Estep 
Score: -12217493.000000 Penalty: 3738.411621
	Iteration 167Q: 3 clusters Score -1.221749e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 92312 members 
Entering Unmasked Estep 
Score: -12217491.000000 Penalty: 3738.411621
	Iteration 168Q: 3 clusters Score -1.221749e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 92365 members 
Entering Unmasked Estep 
Score: -12217521.000000 Penalty: 3738.411621
	Iteration 169Q: 3 clusters Score -1.221752e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 92407 members 
Entering Unmasked Estep 
Score: -12217524.000000 Penalty: 3738.411621
	Iteration 170Q: 3 clusters Score -1.221752e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 92452 members 
Entering Unmasked Estep 
Score: -12217532.000000 Penalty: 3738.411621
	Iteration 171Q: 3 clusters Score -1.221753e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 92492 members 
Entering Unmasked Estep 
Score: -12217526.000000 Penalty: 3738.411621
	Iteration 172Q: 3 clusters Score -1.221753e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 92523 members 
Entering Unmasked Estep 
Score: -12217525.000000 Penalty: 3738.411621
	Iteration 173Q: 3 clusters Score -1.221752e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 92549 members 
Entering Unmasked Estep 
Score: -12217522.000000 Penalty: 3738.411621
	Iteration 174Q: 3 clusters Score -1.221752e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 92562 members 
Entering Unmasked Estep 
Score: -12217531.000000 Penalty: 3738.411621
	Iteration 175Q: 3 clusters Score -1.221753e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 92579 members 
Entering Unmasked Estep 
Score: -12217536.000000 Penalty: 3738.411621
	Iteration 176Q: 3 clusters Score -1.221754e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 92599 members 
Entering Unmasked Estep 
Score: -12217542.000000 Penalty: 3738.411621
	Iteration 177Q: 3 clusters Score -1.221754e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 92618 members 
Entering Unmasked Estep 
Score: -12217525.000000 Penalty: 3738.411621
	Iteration 178Q: 3 clusters Score -1.221752e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 92633 members 
Entering Unmasked Estep 
Score: -12217518.000000 Penalty: 3738.411621
	Iteration 179Q: 3 clusters Score -1.221752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 92641 members 
Entering Unmasked Estep 
Score: -12217525.000000 Penalty: 3738.411621
	Iteration 180F: 3 clusters Score -1.221752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 92645 members 
Entering Unmasked Estep 
Score: -12217522.000000 Penalty: 3738.411621
	Iteration 181Q: 3 clusters Score -1.221752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 92649 members 
Entering Unmasked Estep 
Score: -12217519.000000 Penalty: 3738.411621
	Iteration 182Q: 3 clusters Score -1.221752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 92651 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -1.221752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 92652 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -1.221752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 92653 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1.221752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 92656 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -1.221752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 92662 members 
Entering Unmasked Estep 
Score: -12217529.000000 Penalty: 3738.411621
	Iteration 187Q: 3 clusters Score -1.221753e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 92666 members 
Entering Unmasked Estep 
Score: -12217524.000000 Penalty: 3738.411621
	Iteration 188Q: 3 clusters Score -1.221752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 92670 members 
Entering Unmasked Estep 
Score: -12217530.000000 Penalty: 3738.411621
	Iteration 189Q: 3 clusters Score -1.221753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 92678 members 
Entering Unmasked Estep 
Score: -12217539.000000 Penalty: 3738.411621
	Iteration 190Q: 3 clusters Score -1.221754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 92682 members 
Entering Unmasked Estep 
Score: -12217537.000000 Penalty: 3738.411621
	Iteration 191Q: 3 clusters Score -1.221754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 92682 members 
Entering Unmasked Estep 
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	Iteration 192F: 3 clusters Score -1.221754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 100145 members 
Mstep: Class 3 contains 5877 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 39292 members 
Mstep: Class 6 contains 8419 members 
Mstep: Class 7 contains 4172 members 
Mstep: Class 8 contains 1396 members 
Mstep: Class 9 contains 2185 members 
Mstep: Class 10 contains 106626 members 
Mstep: Class 11 contains 9400 members 
Mstep: Class 12 contains 111942 members 
Mstep: Class 13 contains 12586 members 
Mstep: Class 14 contains 1571 members 
Mstep: Class 16 contains 10417 members 
Mstep: Class 17 contains 9516 members 
Mstep: Class 18 contains 814 members 
Mstep: Class 19 contains 98981 members 
Mstep: Class 20 contains 22186 members 
Mstep: Class 21 contains 98993 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 34 clusters Score -1.117072e+08 nChanged 25311
Entering Unmasked Mstep 
Mstep: Class 0 contains 326 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 101723 members 
Mstep: Class 3 contains 6417 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 39981 members 
Mstep: Class 6 contains 8508 members 
Mstep: Class 7 contains 4243 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 107602 members 
Mstep: Class 11 contains 9432 members 
Mstep: Class 12 contains 110051 members 
Mstep: Class 13 contains 13039 members 
Mstep: Class 14 contains 1613 members 
Mstep: Class 15 contains 4309 members 
Mstep: Class 16 contains 10967 members 
Mstep: Class 17 contains 10391 members 
Mstep: Class 18 contains 879 members 
Mstep: Class 19 contains 98733 members 
Mstep: Class 20 contains 22751 members 
Mstep: Class 21 contains 99268 members 
Mstep: Class 22 contains 2184 members 
Mstep: Class 23 contains 3989 members 
Mstep: Class 24 contains 7338 members 
Mstep: Class 25 contains 79925 members 
Mstep: Class 26 contains 30572 members 
Mstep: Class 27 contains 1188 members 
Mstep: Class 28 contains 111844 members 
Mstep: Class 29 contains 7952 members 
Mstep: Class 30 contains 1816 members 
Mstep: Class 31 contains 3819 members 
Mstep: Class 32 contains 580 members 
Mstep: Class 33 contains 1612 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 34 clusters Score -1.117209e+08 nChanged 21046
Entering Unmasked Mstep 
Mstep: Class 0 contains 297 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 102361 members 
Mstep: Class 3 contains 6554 members 
Mstep: Class 4 contains 928 members 
Mstep: Class 5 contains 39818 members 
Mstep: Class 6 contains 8591 members 
Mstep: Class 7 contains 4213 members 
Mstep: Class 8 contains 1581 members 
Mstep: Class 9 contains 2998 members 
Mstep: Class 10 contains 107240 members 
Mstep: Class 11 contains 9412 members 
Mstep: Class 12 contains 107176 members 
Mstep: Class 13 contains 13275 members 
Mstep: Class 14 contains 1618 members 
Mstep: Class 15 contains 4813 members 
Mstep: Class 16 contains 10386 members 
Mstep: Class 17 contains 11038 members 
Mstep: Class 18 contains 854 members 
Mstep: Class 19 contains 97879 members 
Mstep: Class 20 contains 23097 members 
Mstep: Class 21 contains 99200 members 
Mstep: Class 22 contains 2212 members 
Mstep: Class 23 contains 4466 members 
Mstep: Class 24 contains 8029 members 
Mstep: Class 25 contains 80018 members 
Mstep: Class 26 contains 31219 members 
Mstep: Class 27 contains 1150 members 
Mstep: Class 28 contains 111585 members 
Mstep: Class 29 contains 8146 members 
Mstep: Class 30 contains 2025 members 
Mstep: Class 31 contains 3991 members 
Mstep: Class 32 contains 596 members 
Mstep: Class 33 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 34 clusters Score -1.117286e+08 nChanged 14547
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 103058 members 
Mstep: Class 3 contains 6702 members 
Mstep: Class 4 contains 703 members 
Mstep: Class 5 contains 39701 members 
Mstep: Class 6 contains 8734 members 
Mstep: Class 7 contains 4259 members 
Mstep: Class 8 contains 1606 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 106679 members 
Mstep: Class 11 contains 9406 members 
Mstep: Class 12 contains 104979 members 
Mstep: Class 13 contains 13442 members 
Mstep: Class 14 contains 1608 members 
Mstep: Class 15 contains 5205 members 
Mstep: Class 16 contains 10058 members 
Mstep: Class 17 contains 11649 members 
Mstep: Class 18 contains 851 members 
Mstep: Class 19 contains 97322 members 
Mstep: Class 20 contains 23460 members 
Mstep: Class 21 contains 98986 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 4701 members 
Mstep: Class 24 contains 8507 members 
Mstep: Class 25 contains 80086 members 
Mstep: Class 26 contains 31590 members 
Mstep: Class 27 contains 1126 members 
Mstep: Class 28 contains 111404 members 
Mstep: Class 29 contains 8256 members 
Mstep: Class 30 contains 2147 members 
Mstep: Class 31 contains 4101 members 
Mstep: Class 32 contains 592 members 
Mstep: Class 33 contains 1870 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 34 clusters Score -1.117332e+08 nChanged 11977
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 103733 members 
Mstep: Class 3 contains 6826 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 39659 members 
Mstep: Class 6 contains 8892 members 
Mstep: Class 7 contains 4312 members 
Mstep: Class 8 contains 1648 members 
Mstep: Class 9 contains 3553 members 
Mstep: Class 10 contains 105976 members 
Mstep: Class 11 contains 9403 members 
Mstep: Class 12 contains 103372 members 
Mstep: Class 13 contains 13538 members 
Mstep: Class 14 contains 1591 members 
Mstep: Class 15 contains 5488 members 
Mstep: Class 16 contains 9822 members 
Mstep: Class 17 contains 12193 members 
Mstep: Class 18 contains 858 members 
Mstep: Class 19 contains 96942 members 
Mstep: Class 20 contains 23779 members 
Mstep: Class 21 contains 98728 members 
Mstep: Class 22 contains 2048 members 
Mstep: Class 23 contains 4863 members 
Mstep: Class 24 contains 8823 members 
Mstep: Class 25 contains 80052 members 
Mstep: Class 26 contains 31820 members 
Mstep: Class 27 contains 1109 members 
Mstep: Class 28 contains 111277 members 
Mstep: Class 29 contains 8337 members 
Mstep: Class 30 contains 2267 members 
Mstep: Class 31 contains 4185 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 34 clusters Score -1.117373e+08 nChanged 10343
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 104334 members 
Mstep: Class 3 contains 6933 members 
Mstep: Class 4 contains 535 members 
Mstep: Class 5 contains 39601 members 
Mstep: Class 6 contains 9041 members 
Mstep: Class 7 contains 4347 members 
Mstep: Class 8 contains 1666 members 
Mstep: Class 9 contains 3800 members 
Mstep: Class 10 contains 105196 members 
Mstep: Class 11 contains 9414 members 
Mstep: Class 12 contains 102322 members 
Mstep: Class 13 contains 13618 members 
Mstep: Class 14 contains 1564 members 
Mstep: Class 15 contains 5706 members 
Mstep: Class 16 contains 9634 members 
Mstep: Class 17 contains 12680 members 
Mstep: Class 18 contains 859 members 
Mstep: Class 19 contains 96619 members 
Mstep: Class 20 contains 24061 members 
Mstep: Class 21 contains 98345 members 
Mstep: Class 22 contains 1962 members 
Mstep: Class 23 contains 4982 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 80014 members 
Mstep: Class 26 contains 32011 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 111216 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 2348 members 
Mstep: Class 31 contains 4234 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 2014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111739536.000000 Penalty: 73629.445312
Iteration 44Q: 34 clusters Score -1.117395e+08 nChanged 9628
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 104819 members 
Mstep: Class 3 contains 7034 members 
Mstep: Class 4 contains 512 members 
Mstep: Class 5 contains 39516 members 
Mstep: Class 6 contains 9190 members 
Mstep: Class 7 contains 4385 members 
Mstep: Class 8 contains 1676 members 
Mstep: Class 9 contains 4009 members 
Mstep: Class 10 contains 104423 members 
Mstep: Class 11 contains 9419 members 
Mstep: Class 12 contains 101812 members 
Mstep: Class 13 contains 13666 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 5886 members 
Mstep: Class 16 contains 9492 members 
Mstep: Class 17 contains 13106 members 
Mstep: Class 18 contains 862 members 
Mstep: Class 19 contains 96434 members 
Mstep: Class 20 contains 24355 members 
Mstep: Class 21 contains 97719 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 5089 members 
Mstep: Class 24 contains 9169 members 
Mstep: Class 25 contains 79973 members 
Mstep: Class 26 contains 32162 members 
Mstep: Class 27 contains 1118 members 
Mstep: Class 28 contains 111129 members 
Mstep: Class 29 contains 8473 members 
Mstep: Class 30 contains 2413 members 
Mstep: Class 31 contains 4292 members 
Mstep: Class 32 contains 565 members 
Mstep: Class 33 contains 2065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111741424.000000 Penalty: 73629.445312
Iteration 45Q: 34 clusters Score -1.117414e+08 nChanged 8870
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 105094 members 
Mstep: Class 3 contains 7104 members 
Mstep: Class 4 contains 509 members 
Mstep: Class 5 contains 39456 members 
Mstep: Class 6 contains 9340 members 
Mstep: Class 7 contains 4421 members 
Mstep: Class 8 contains 1682 members 
Mstep: Class 9 contains 4149 members 
Mstep: Class 10 contains 103716 members 
Mstep: Class 11 contains 9424 members 
Mstep: Class 12 contains 101655 members 
Mstep: Class 13 contains 13709 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 15 contains 6046 members 
Mstep: Class 16 contains 9367 members 
Mstep: Class 17 contains 13517 members 
Mstep: Class 18 contains 866 members 
Mstep: Class 19 contains 96337 members 
Mstep: Class 20 contains 24596 members 
Mstep: Class 21 contains 96979 members 
Mstep: Class 22 contains 1824 members 
Mstep: Class 23 contains 5118 members 
Mstep: Class 24 contains 9260 members 
Mstep: Class 25 contains 79980 members 
Mstep: Class 26 contains 32316 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 111076 members 
Mstep: Class 29 contains 8528 members 
Mstep: Class 30 contains 2454 members 
Mstep: Class 31 contains 4322 members 
Mstep: Class 32 contains 563 members 
Mstep: Class 33 contains 2129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111742456.000000 Penalty: 73629.445312
Iteration 46Q: 34 clusters Score -1.117425e+08 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 105210 members 
Mstep: Class 3 contains 7157 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 39378 members 
Mstep: Class 6 contains 9456 members 
Mstep: Class 7 contains 4450 members 
Mstep: Class 8 contains 1668 members 
Mstep: Class 9 contains 4279 members 
Mstep: Class 10 contains 103147 members 
Mstep: Class 11 contains 9427 members 
Mstep: Class 12 contains 101749 members 
Mstep: Class 13 contains 13751 members 
Mstep: Class 14 contains 1465 members 
Mstep: Class 15 contains 6169 members 
Mstep: Class 16 contains 9285 members 
Mstep: Class 17 contains 13875 members 
Mstep: Class 18 contains 866 members 
Mstep: Class 19 contains 96305 members 
Mstep: Class 20 contains 24827 members 
Mstep: Class 21 contains 96119 members 
Mstep: Class 22 contains 1802 members 
Mstep: Class 23 contains 5180 members 
Mstep: Class 24 contains 9327 members 
Mstep: Class 25 contains 80052 members 
Mstep: Class 26 contains 32467 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 110969 members 
Mstep: Class 29 contains 8546 members 
Mstep: Class 30 contains 2484 members 
Mstep: Class 31 contains 4350 members 
Mstep: Class 32 contains 563 members 
Mstep: Class 33 contains 2186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111743344.000000 Penalty: 73629.445312
Iteration 47Q: 34 clusters Score -1.117433e+08 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 105251 members 
Mstep: Class 3 contains 7200 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 39251 members 
Mstep: Class 6 contains 9561 members 
Mstep: Class 7 contains 4483 members 
Mstep: Class 8 contains 1657 members 
Mstep: Class 9 contains 4383 members 
Mstep: Class 10 contains 102710 members 
Mstep: Class 11 contains 9423 members 
Mstep: Class 12 contains 102155 members 
Mstep: Class 13 contains 13780 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 6250 members 
Mstep: Class 16 contains 9209 members 
Mstep: Class 17 contains 14215 members 
Mstep: Class 18 contains 866 members 
Mstep: Class 19 contains 96274 members 
Mstep: Class 20 contains 25021 members 
Mstep: Class 21 contains 95207 members 
Mstep: Class 22 contains 1792 members 
Mstep: Class 23 contains 5213 members 
Mstep: Class 24 contains 9375 members 
Mstep: Class 25 contains 80083 members 
Mstep: Class 26 contains 32587 members 
Mstep: Class 27 contains 1135 members 
Mstep: Class 28 contains 110840 members 
Mstep: Class 29 contains 8571 members 
Mstep: Class 30 contains 2507 members 
Mstep: Class 31 contains 4367 members 
Mstep: Class 32 contains 563 members 
Mstep: Class 33 contains 2267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111744288.000000 Penalty: 73629.445312
Iteration 48Q: 34 clusters Score -1.117443e+08 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 105165 members 
Mstep: Class 3 contains 7242 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 39119 members 
Mstep: Class 6 contains 9646 members 
Mstep: Class 7 contains 4520 members 
Mstep: Class 8 contains 1644 members 
Mstep: Class 9 contains 4466 members 
Mstep: Class 10 contains 102422 members 
Mstep: Class 11 contains 9423 members 
Mstep: Class 12 contains 102749 members 
Mstep: Class 13 contains 13797 members 
Mstep: Class 14 contains 1435 members 
Mstep: Class 15 contains 6328 members 
Mstep: Class 16 contains 9153 members 
Mstep: Class 17 contains 14494 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 96273 members 
Mstep: Class 20 contains 25159 members 
Mstep: Class 21 contains 94318 members 
Mstep: Class 22 contains 1772 members 
Mstep: Class 23 contains 5227 members 
Mstep: Class 24 contains 9428 members 
Mstep: Class 25 contains 80141 members 
Mstep: Class 26 contains 32667 members 
Mstep: Class 27 contains 1143 members 
Mstep: Class 28 contains 110667 members 
Mstep: Class 29 contains 8579 members 
Mstep: Class 30 contains 2522 members 
Mstep: Class 31 contains 4381 members 
Mstep: Class 32 contains 563 members 
Mstep: Class 33 contains 2345 members 
Entering Unmasked Estep 
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Score: -111745120.000000 Penalty: 73629.445312
Iteration 49Q: 34 clusters Score -1.117451e+08 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 105046 members 
Mstep: Class 3 contains 7269 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 38954 members 
Mstep: Class 6 contains 9724 members 
Mstep: Class 7 contains 4548 members 
Mstep: Class 8 contains 1635 members 
Mstep: Class 9 contains 4548 members 
Mstep: Class 10 contains 102218 members 
Mstep: Class 11 contains 9419 members 
Mstep: Class 12 contains 103460 members 
Mstep: Class 13 contains 13809 members 
Mstep: Class 14 contains 1413 members 
Mstep: Class 15 contains 6386 members 
Mstep: Class 16 contains 9118 members 
Mstep: Class 17 contains 14738 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 96208 members 
Mstep: Class 20 contains 25282 members 
Mstep: Class 21 contains 93586 members 
Mstep: Class 22 contains 1763 members 
Mstep: Class 23 contains 5244 members 
Mstep: Class 24 contains 9476 members 
Mstep: Class 25 contains 80139 members 
Mstep: Class 26 contains 32733 members 
Mstep: Class 27 contains 1148 members 
Mstep: Class 28 contains 110438 members 
Mstep: Class 29 contains 8606 members 
Mstep: Class 30 contains 2536 members 
Mstep: Class 31 contains 4390 members 
Mstep: Class 32 contains 563 members 
Mstep: Class 33 contains 2404 members 
Entering Unmasked Estep 
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Iteration 50Q: 34 clusters Score -1.117456e+08 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 104830 members 
Mstep: Class 3 contains 7289 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 38741 members 
Mstep: Class 6 contains 9793 members 
Mstep: Class 7 contains 4580 members 
Mstep: Class 8 contains 1624 members 
Mstep: Class 9 contains 4630 members 
Mstep: Class 10 contains 102082 members 
Mstep: Class 11 contains 9415 members 
Mstep: Class 12 contains 104341 members 
Mstep: Class 13 contains 13830 members 
Mstep: Class 14 contains 1393 members 
Mstep: Class 15 contains 6417 members 
Mstep: Class 16 contains 9090 members 
Mstep: Class 17 contains 14930 members 
Mstep: Class 18 contains 866 members 
Mstep: Class 19 contains 96113 members 
Mstep: Class 20 contains 25407 members 
Mstep: Class 21 contains 92929 members 
Mstep: Class 22 contains 1761 members 
Mstep: Class 23 contains 5260 members 
Mstep: Class 24 contains 9513 members 
Mstep: Class 25 contains 80120 members 
Mstep: Class 26 contains 32797 members 
Mstep: Class 27 contains 1153 members 
Mstep: Class 28 contains 110228 members 
Mstep: Class 29 contains 8624 members 
Mstep: Class 30 contains 2538 members 
Mstep: Class 31 contains 4395 members 
Mstep: Class 32 contains 563 members 
Mstep: Class 33 contains 2447 members 
Entering Unmasked Estep 
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Iteration 51Q: 34 clusters Score -1.117462e+08 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 104561 members 
Mstep: Class 3 contains 7301 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 38533 members 
Mstep: Class 6 contains 9856 members 
Mstep: Class 7 contains 4607 members 
Mstep: Class 8 contains 1619 members 
Mstep: Class 9 contains 4699 members 
Mstep: Class 10 contains 101941 members 
Mstep: Class 11 contains 9413 members 
Mstep: Class 12 contains 105215 members 
Mstep: Class 13 contains 13829 members 
Mstep: Class 14 contains 1367 members 
Mstep: Class 15 contains 6443 members 
Mstep: Class 16 contains 9065 members 
Mstep: Class 17 contains 15100 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 96031 members 
Mstep: Class 20 contains 25540 members 
Mstep: Class 21 contains 92304 members 
Mstep: Class 22 contains 1754 members 
Mstep: Class 23 contains 5272 members 
Mstep: Class 24 contains 9536 members 
Mstep: Class 25 contains 80138 members 
Mstep: Class 26 contains 32838 members 
Mstep: Class 27 contains 1157 members 
Mstep: Class 28 contains 110078 members 
Mstep: Class 29 contains 8649 members 
Mstep: Class 30 contains 2550 members 
Mstep: Class 31 contains 4400 members 
Mstep: Class 32 contains 563 members 
Mstep: Class 33 contains 2490 members 
Entering Unmasked Estep 
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Iteration 52Q: 34 clusters Score -1.117469e+08 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 104296 members 
Mstep: Class 3 contains 7314 members 
Mstep: Class 4 contains 509 members 
Mstep: Class 5 contains 38299 members 
Mstep: Class 6 contains 9909 members 
Mstep: Class 7 contains 4638 members 
Mstep: Class 8 contains 1611 members 
Mstep: Class 9 contains 4764 members 
Mstep: Class 10 contains 101795 members 
Mstep: Class 11 contains 9414 members 
Mstep: Class 12 contains 106213 members 
Mstep: Class 13 contains 13829 members 
Mstep: Class 14 contains 1355 members 
Mstep: Class 15 contains 6472 members 
Mstep: Class 16 contains 9042 members 
Mstep: Class 17 contains 15265 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 95875 members 
Mstep: Class 20 contains 25666 members 
Mstep: Class 21 contains 91742 members 
Mstep: Class 22 contains 1755 members 
Mstep: Class 23 contains 5277 members 
Mstep: Class 24 contains 9549 members 
Mstep: Class 25 contains 80113 members 
Mstep: Class 26 contains 32865 members 
Mstep: Class 27 contains 1161 members 
Mstep: Class 28 contains 109939 members 
Mstep: Class 29 contains 8661 members 
Mstep: Class 30 contains 2555 members 
Mstep: Class 31 contains 4400 members 
Mstep: Class 32 contains 563 members 
Mstep: Class 33 contains 2529 members 
Entering Unmasked Estep 
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Iteration 53Q: 34 clusters Score -1.117471e+08 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 103994 members 
Mstep: Class 3 contains 7314 members 
Mstep: Class 4 contains 509 members 
Mstep: Class 5 contains 38034 members 
Mstep: Class 6 contains 9944 members 
Mstep: Class 7 contains 4665 members 
Mstep: Class 8 contains 1603 members 
Mstep: Class 9 contains 4807 members 
Mstep: Class 10 contains 101719 members 
Mstep: Class 11 contains 9414 members 
Mstep: Class 12 contains 107222 members 
Mstep: Class 13 contains 13837 members 
Mstep: Class 14 contains 1356 members 
Mstep: Class 15 contains 6505 members 
Mstep: Class 16 contains 9026 members 
Mstep: Class 17 contains 15414 members 
Mstep: Class 18 contains 866 members 
Mstep: Class 19 contains 95667 members 
Mstep: Class 20 contains 25781 members 
Mstep: Class 21 contains 91204 members 
Mstep: Class 22 contains 1762 members 
Mstep: Class 23 contains 5273 members 
Mstep: Class 24 contains 9562 members 
Mstep: Class 25 contains 80108 members 
Mstep: Class 26 contains 32890 members 
Mstep: Class 27 contains 1167 members 
Mstep: Class 28 contains 109866 members 
Mstep: Class 29 contains 8666 members 
Mstep: Class 30 contains 2558 members 
Mstep: Class 31 contains 4396 members 
Mstep: Class 32 contains 563 members 
Mstep: Class 33 contains 2560 members 
Entering Unmasked Estep 
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Iteration 54Q: 34 clusters Score -1.117474e+08 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 103619 members 
Mstep: Class 3 contains 7326 members 
Mstep: Class 4 contains 509 members 
Mstep: Class 5 contains 37798 members 
Mstep: Class 6 contains 9970 members 
Mstep: Class 7 contains 4689 members 
Mstep: Class 8 contains 1594 members 
Mstep: Class 9 contains 4842 members 
Mstep: Class 10 contains 101605 members 
Mstep: Class 11 contains 9412 members 
Mstep: Class 12 contains 108274 members 
Mstep: Class 13 contains 13840 members 
Mstep: Class 14 contains 1354 members 
Mstep: Class 15 contains 6528 members 
Mstep: Class 16 contains 8999 members 
Mstep: Class 17 contains 15571 members 
Mstep: Class 18 contains 865 members 
Mstep: Class 19 contains 95436 members 
Mstep: Class 20 contains 25880 members 
Mstep: Class 21 contains 90730 members 
Mstep: Class 22 contains 1763 members 
Mstep: Class 23 contains 5279 members 
Mstep: Class 24 contains 9571 members 
Mstep: Class 25 contains 80165 members 
Mstep: Class 26 contains 32902 members 
Mstep: Class 27 contains 1172 members 
Mstep: Class 28 contains 109801 members 
Mstep: Class 29 contains 8674 members 
Mstep: Class 30 contains 2558 members 
Mstep: Class 31 contains 4396 members 
Mstep: Class 32 contains 563 members 
Mstep: Class 33 contains 2592 members 
Entering Unmasked Estep 
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Iteration 55Q: 34 clusters Score -1.117478e+08 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 103244 members 
Mstep: Class 3 contains 7329 members 
Mstep: Class 4 contains 510 members 
Mstep: Class 5 contains 37591 members 
Mstep: Class 6 contains 9978 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 1593 members 
Mstep: Class 9 contains 4883 members 
Mstep: Class 10 contains 101411 members 
Mstep: Class 11 contains 9418 members 
Mstep: Class 12 contains 109253 members 
Mstep: Class 13 contains 13852 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 6537 members 
Mstep: Class 16 contains 8988 members 
Mstep: Class 17 contains 15715 members 
Mstep: Class 18 contains 865 members 
Mstep: Class 19 contains 95204 members 
Mstep: Class 20 contains 25979 members 
Mstep: Class 21 contains 90373 members 
Mstep: Class 22 contains 1762 members 
Mstep: Class 23 contains 5282 members 
Mstep: Class 24 contains 9580 members 
Mstep: Class 25 contains 80208 members 
Mstep: Class 26 contains 32936 members 
Mstep: Class 27 contains 1174 members 
Mstep: Class 28 contains 109748 members 
Mstep: Class 29 contains 8677 members 
Mstep: Class 30 contains 2564 members 
Mstep: Class 31 contains 4401 members 
Mstep: Class 32 contains 563 members 
Mstep: Class 33 contains 2632 members 
Entering Unmasked Estep 
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Iteration 56Q: 34 clusters Score -1.117479e+08 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 102973 members 
Mstep: Class 3 contains 7328 members 
Mstep: Class 4 contains 510 members 
Mstep: Class 5 contains 37335 members 
Mstep: Class 6 contains 9991 members 
Mstep: Class 7 contains 4735 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 4927 members 
Mstep: Class 10 contains 101282 members 
Mstep: Class 11 contains 9422 members 
Mstep: Class 12 contains 110019 members 
Mstep: Class 13 contains 13855 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 6545 members 
Mstep: Class 16 contains 8985 members 
Mstep: Class 17 contains 15872 members 
Mstep: Class 18 contains 865 members 
Mstep: Class 19 contains 94972 members 
Mstep: Class 20 contains 26081 members 
Mstep: Class 21 contains 90102 members 
Mstep: Class 22 contains 1763 members 
Mstep: Class 23 contains 5292 members 
Mstep: Class 24 contains 9585 members 
Mstep: Class 25 contains 80270 members 
Mstep: Class 26 contains 32958 members 
Mstep: Class 27 contains 1177 members 
Mstep: Class 28 contains 109672 members 
Mstep: Class 29 contains 8671 members 
Mstep: Class 30 contains 2571 members 
Mstep: Class 31 contains 4408 members 
Mstep: Class 32 contains 563 members 
Mstep: Class 33 contains 2669 members 
Entering Unmasked Estep 
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Iteration 57Q: 34 clusters Score -1.117478e+08 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 102685 members 
Mstep: Class 3 contains 7333 members 
Mstep: Class 4 contains 511 members 
Mstep: Class 5 contains 37119 members 
Mstep: Class 6 contains 10003 members 
Mstep: Class 7 contains 4750 members 
Mstep: Class 8 contains 1581 members 
Mstep: Class 9 contains 4964 members 
Mstep: Class 10 contains 101354 members 
Mstep: Class 11 contains 9420 members 
Mstep: Class 12 contains 110589 members 
Mstep: Class 13 contains 13855 members 
Mstep: Class 14 contains 1349 members 
Mstep: Class 15 contains 6556 members 
Mstep: Class 16 contains 8979 members 
Mstep: Class 17 contains 16034 members 
Mstep: Class 18 contains 865 members 
Mstep: Class 19 contains 94767 members 
Mstep: Class 20 contains 26209 members 
Mstep: Class 21 contains 89818 members 
Mstep: Class 22 contains 1764 members 
Mstep: Class 23 contains 5289 members 
Mstep: Class 24 contains 9592 members 
Mstep: Class 25 contains 80298 members 
Mstep: Class 26 contains 32987 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 109596 members 
Mstep: Class 29 contains 8660 members 
Mstep: Class 30 contains 2584 members 
Mstep: Class 31 contains 4412 members 
Mstep: Class 32 contains 563 members 
Mstep: Class 33 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 58Q: 34 clusters Score -1.117482e+08 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 102442 members 
Mstep: Class 3 contains 7336 members 
Mstep: Class 4 contains 511 members 
Mstep: Class 5 contains 36883 members 
Mstep: Class 6 contains 10012 members 
Mstep: Class 7 contains 4762 members 
Mstep: Class 8 contains 1574 members 
Mstep: Class 9 contains 4997 members 
Mstep: Class 10 contains 101448 members 
Mstep: Class 11 contains 9419 members 
Mstep: Class 12 contains 110997 members 
Mstep: Class 13 contains 13849 members 
Mstep: Class 14 contains 1346 members 
Mstep: Class 15 contains 6564 members 
Mstep: Class 16 contains 8968 members 
Mstep: Class 17 contains 16213 members 
Mstep: Class 18 contains 865 members 
Mstep: Class 19 contains 94571 members 
Mstep: Class 20 contains 26368 members 
Mstep: Class 21 contains 89534 members 
Mstep: Class 22 contains 1766 members 
Mstep: Class 23 contains 5302 members 
Mstep: Class 24 contains 9600 members 
Mstep: Class 25 contains 80306 members 
Mstep: Class 26 contains 33026 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 109599 members 
Mstep: Class 29 contains 8661 members 
Mstep: Class 30 contains 2592 members 
Mstep: Class 31 contains 4411 members 
Mstep: Class 32 contains 563 members 
Mstep: Class 33 contains 2707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111748760.000000 Penalty: 73629.445312
Iteration 59Q: 34 clusters Score -1.117488e+08 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 102261 members 
Mstep: Class 3 contains 7339 members 
Mstep: Class 4 contains 511 members 
Mstep: Class 5 contains 36665 members 
Mstep: Class 6 contains 10022 members 
Mstep: Class 7 contains 4771 members 
Mstep: Class 8 contains 1567 members 
Mstep: Class 9 contains 5029 members 
Mstep: Class 10 contains 101759 members 
Mstep: Class 11 contains 9418 members 
Mstep: Class 12 contains 111115 members 
Mstep: Class 13 contains 13842 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 6574 members 
Mstep: Class 16 contains 8970 members 
Mstep: Class 17 contains 16371 members 
Mstep: Class 18 contains 865 members 
Mstep: Class 19 contains 94364 members 
Mstep: Class 20 contains 26506 members 
Mstep: Class 21 contains 89333 members 
Mstep: Class 22 contains 1769 members 
Mstep: Class 23 contains 5318 members 
Mstep: Class 24 contains 9618 members 
Mstep: Class 25 contains 80244 members 
Mstep: Class 26 contains 33076 members 
Mstep: Class 27 contains 1184 members 
Mstep: Class 28 contains 109602 members 
Mstep: Class 29 contains 8654 members 
Mstep: Class 30 contains 2598 members 
Mstep: Class 31 contains 4420 members 
Mstep: Class 32 contains 563 members 
Mstep: Class 33 contains 2725 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 34 clusters Score -1.117495e+08 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 102210 members 
Mstep: Class 3 contains 7337 members 
Mstep: Class 4 contains 525 members 
Mstep: Class 5 contains 36419 members 
Mstep: Class 6 contains 10033 members 
Mstep: Class 7 contains 4779 members 
Mstep: Class 8 contains 1565 members 
Mstep: Class 9 contains 5100 members 
Mstep: Class 10 contains 102232 members 
Mstep: Class 11 contains 9418 members 
Mstep: Class 12 contains 110934 members 
Mstep: Class 13 contains 13835 members 
Mstep: Class 14 contains 1365 members 
Mstep: Class 15 contains 6577 members 
Mstep: Class 16 contains 8972 members 
Mstep: Class 17 contains 16498 members 
Mstep: Class 18 contains 828 members 
Mstep: Class 19 contains 94180 members 
Mstep: Class 20 contains 26650 members 
Mstep: Class 21 contains 89122 members 
Mstep: Class 22 contains 1798 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 9634 members 
Mstep: Class 25 contains 80142 members 
Mstep: Class 26 contains 33126 members 
Mstep: Class 27 contains 1173 members 
Mstep: Class 28 contains 109645 members 
Mstep: Class 29 contains 8637 members 
Mstep: Class 30 contains 2607 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 578 members 
Mstep: Class 33 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 34 clusters Score -1.11751e+08 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 102166 members 
Mstep: Class 3 contains 7352 members 
Mstep: Class 4 contains 520 members 
Mstep: Class 5 contains 36231 members 
Mstep: Class 6 contains 10040 members 
Mstep: Class 7 contains 4790 members 
Mstep: Class 8 contains 1564 members 
Mstep: Class 9 contains 5175 members 
Mstep: Class 10 contains 102775 members 
Mstep: Class 11 contains 9418 members 
Mstep: Class 12 contains 110602 members 
Mstep: Class 13 contains 13828 members 
Mstep: Class 14 contains 1353 members 
Mstep: Class 15 contains 6583 members 
Mstep: Class 16 contains 8953 members 
Mstep: Class 17 contains 16632 members 
Mstep: Class 18 contains 811 members 
Mstep: Class 19 contains 94020 members 
Mstep: Class 20 contains 26780 members 
Mstep: Class 21 contains 88893 members 
Mstep: Class 22 contains 1793 members 
Mstep: Class 23 contains 5356 members 
Mstep: Class 24 contains 9638 members 
Mstep: Class 25 contains 80079 members 
Mstep: Class 26 contains 33173 members 
Mstep: Class 27 contains 1173 members 
Mstep: Class 28 contains 109699 members 
Mstep: Class 29 contains 8644 members 
Mstep: Class 30 contains 2612 members 
Mstep: Class 31 contains 4439 members 
Mstep: Class 32 contains 572 members 
Mstep: Class 33 contains 2811 members 
Entering Unmasked Estep 
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Iteration 62Q: 34 clusters Score -1.117512e+08 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 102131 members 
Mstep: Class 3 contains 7375 members 
Mstep: Class 4 contains 516 members 
Mstep: Class 5 contains 36085 members 
Mstep: Class 6 contains 10046 members 
Mstep: Class 7 contains 4808 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 5258 members 
Mstep: Class 10 contains 103296 members 
Mstep: Class 11 contains 9419 members 
Mstep: Class 12 contains 110206 members 
Mstep: Class 13 contains 13827 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 6589 members 
Mstep: Class 16 contains 8944 members 
Mstep: Class 17 contains 16761 members 
Mstep: Class 18 contains 799 members 
Mstep: Class 19 contains 93887 members 
Mstep: Class 20 contains 26884 members 
Mstep: Class 21 contains 88672 members 
Mstep: Class 22 contains 1786 members 
Mstep: Class 23 contains 5369 members 
Mstep: Class 24 contains 9644 members 
Mstep: Class 25 contains 80063 members 
Mstep: Class 26 contains 33208 members 
Mstep: Class 27 contains 1166 members 
Mstep: Class 28 contains 109736 members 
Mstep: Class 29 contains 8688 members 
Mstep: Class 30 contains 2611 members 
Mstep: Class 31 contains 4446 members 
Mstep: Class 32 contains 567 members 
Mstep: Class 33 contains 2838 members 
Entering Unmasked Estep 
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Iteration 63Q: 34 clusters Score -1.117516e+08 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 102139 members 
Mstep: Class 3 contains 7404 members 
Mstep: Class 4 contains 515 members 
Mstep: Class 5 contains 35983 members 
Mstep: Class 6 contains 10051 members 
Mstep: Class 7 contains 4819 members 
Mstep: Class 8 contains 1566 members 
Mstep: Class 9 contains 5302 members 
Mstep: Class 10 contains 103749 members 
Mstep: Class 11 contains 9419 members 
Mstep: Class 12 contains 109807 members 
Mstep: Class 13 contains 13825 members 
Mstep: Class 14 contains 1278 members 
Mstep: Class 15 contains 6584 members 
Mstep: Class 16 contains 8934 members 
Mstep: Class 17 contains 16892 members 
Mstep: Class 18 contains 797 members 
Mstep: Class 19 contains 93790 members 
Mstep: Class 20 contains 26977 members 
Mstep: Class 21 contains 88390 members 
Mstep: Class 22 contains 1767 members 
Mstep: Class 23 contains 5392 members 
Mstep: Class 24 contains 9652 members 
Mstep: Class 25 contains 80033 members 
Mstep: Class 26 contains 33246 members 
Mstep: Class 27 contains 1161 members 
Mstep: Class 28 contains 109815 members 
Mstep: Class 29 contains 8726 members 
Mstep: Class 30 contains 2616 members 
Mstep: Class 31 contains 4456 members 
Mstep: Class 32 contains 561 members 
Mstep: Class 33 contains 2867 members 
Entering Unmasked Estep 
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Iteration 64Q: 34 clusters Score -1.117513e+08 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 102140 members 
Mstep: Class 3 contains 7412 members 
Mstep: Class 4 contains 514 members 
Mstep: Class 5 contains 35915 members 
Mstep: Class 6 contains 10056 members 
Mstep: Class 7 contains 4827 members 
Mstep: Class 8 contains 1565 members 
Mstep: Class 9 contains 5368 members 
Mstep: Class 10 contains 104151 members 
Mstep: Class 11 contains 9420 members 
Mstep: Class 12 contains 109459 members 
Mstep: Class 13 contains 13824 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 6583 members 
Mstep: Class 16 contains 8918 members 
Mstep: Class 17 contains 17014 members 
Mstep: Class 18 contains 794 members 
Mstep: Class 19 contains 93727 members 
Mstep: Class 20 contains 27077 members 
Mstep: Class 21 contains 88088 members 
Mstep: Class 22 contains 1749 members 
Mstep: Class 23 contains 5393 members 
Mstep: Class 24 contains 9655 members 
Mstep: Class 25 contains 80033 members 
Mstep: Class 26 contains 33285 members 
Mstep: Class 27 contains 1158 members 
Mstep: Class 28 contains 109873 members 
Mstep: Class 29 contains 8755 members 
Mstep: Class 30 contains 2617 members 
Mstep: Class 31 contains 4457 members 
Mstep: Class 32 contains 556 members 
Mstep: Class 33 contains 2900 members 
Entering Unmasked Estep 
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Iteration 65Q: 34 clusters Score -1.117515e+08 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 102206 members 
Mstep: Class 3 contains 7435 members 
Mstep: Class 4 contains 515 members 
Mstep: Class 5 contains 35867 members 
Mstep: Class 6 contains 10062 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 1559 members 
Mstep: Class 9 contains 5427 members 
Mstep: Class 10 contains 104361 members 
Mstep: Class 11 contains 9420 members 
Mstep: Class 12 contains 109141 members 
Mstep: Class 13 contains 13825 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 6589 members 
Mstep: Class 16 contains 8914 members 
Mstep: Class 17 contains 17141 members 
Mstep: Class 18 contains 795 members 
Mstep: Class 19 contains 93729 members 
Mstep: Class 20 contains 27185 members 
Mstep: Class 21 contains 87775 members 
Mstep: Class 22 contains 1734 members 
Mstep: Class 23 contains 5392 members 
Mstep: Class 24 contains 9660 members 
Mstep: Class 25 contains 80007 members 
Mstep: Class 26 contains 33303 members 
Mstep: Class 27 contains 1162 members 
Mstep: Class 28 contains 109942 members 
Mstep: Class 29 contains 8793 members 
Mstep: Class 30 contains 2622 members 
Mstep: Class 31 contains 4463 members 
Mstep: Class 32 contains 551 members 
Mstep: Class 33 contains 2929 members 
Entering Unmasked Estep 
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Iteration 66Q: 34 clusters Score -1.117516e+08 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 102243 members 
Mstep: Class 3 contains 7453 members 
Mstep: Class 4 contains 515 members 
Mstep: Class 5 contains 35841 members 
Mstep: Class 6 contains 10068 members 
Mstep: Class 7 contains 4840 members 
Mstep: Class 8 contains 1555 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 104489 members 
Mstep: Class 11 contains 9420 members 
Mstep: Class 12 contains 108867 members 
Mstep: Class 13 contains 13826 members 
Mstep: Class 14 contains 1161 members 
Mstep: Class 15 contains 6593 members 
Mstep: Class 16 contains 8900 members 
Mstep: Class 17 contains 17259 members 
Mstep: Class 18 contains 796 members 
Mstep: Class 19 contains 93744 members 
Mstep: Class 20 contains 27266 members 
Mstep: Class 21 contains 87484 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 5401 members 
Mstep: Class 24 contains 9659 members 
Mstep: Class 25 contains 80011 members 
Mstep: Class 26 contains 33349 members 
Mstep: Class 27 contains 1166 members 
Mstep: Class 28 contains 110037 members 
Mstep: Class 29 contains 8834 members 
Mstep: Class 30 contains 2624 members 
Mstep: Class 31 contains 4467 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 2949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111751640.000000 Penalty: 73629.445312
Iteration 67Q: 34 clusters Score -1.117516e+08 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 102291 members 
Mstep: Class 3 contains 7469 members 
Mstep: Class 4 contains 514 members 
Mstep: Class 5 contains 35848 members 
Mstep: Class 6 contains 10077 members 
Mstep: Class 7 contains 4846 members 
Mstep: Class 8 contains 1558 members 
Mstep: Class 9 contains 5534 members 
Mstep: Class 10 contains 104506 members 
Mstep: Class 11 contains 9420 members 
Mstep: Class 12 contains 108739 members 
Mstep: Class 13 contains 13839 members 
Mstep: Class 14 contains 1097 members 
Mstep: Class 15 contains 6599 members 
Mstep: Class 16 contains 8889 members 
Mstep: Class 17 contains 17374 members 
Mstep: Class 18 contains 792 members 
Mstep: Class 19 contains 93734 members 
Mstep: Class 20 contains 27357 members 
Mstep: Class 21 contains 87150 members 
Mstep: Class 22 contains 1724 members 
Mstep: Class 23 contains 5406 members 
Mstep: Class 24 contains 9659 members 
Mstep: Class 25 contains 80005 members 
Mstep: Class 26 contains 33399 members 
Mstep: Class 27 contains 1164 members 
Mstep: Class 28 contains 110110 members 
Mstep: Class 29 contains 8878 members 
Mstep: Class 30 contains 2627 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 2964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111751664.000000 Penalty: 73629.445312
Iteration 68Q: 34 clusters Score -1.117517e+08 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 102328 members 
Mstep: Class 3 contains 7476 members 
Mstep: Class 4 contains 514 members 
Mstep: Class 5 contains 35817 members 
Mstep: Class 6 contains 10085 members 
Mstep: Class 7 contains 4849 members 
Mstep: Class 8 contains 1557 members 
Mstep: Class 9 contains 5579 members 
Mstep: Class 10 contains 104423 members 
Mstep: Class 11 contains 9416 members 
Mstep: Class 12 contains 108779 members 
Mstep: Class 13 contains 13843 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 6598 members 
Mstep: Class 16 contains 8879 members 
Mstep: Class 17 contains 17485 members 
Mstep: Class 18 contains 790 members 
Mstep: Class 19 contains 93731 members 
Mstep: Class 20 contains 27421 members 
Mstep: Class 21 contains 86829 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 5411 members 
Mstep: Class 24 contains 9663 members 
Mstep: Class 25 contains 80008 members 
Mstep: Class 26 contains 33437 members 
Mstep: Class 27 contains 1167 members 
Mstep: Class 28 contains 110192 members 
Mstep: Class 29 contains 8920 members 
Mstep: Class 30 contains 2632 members 
Mstep: Class 31 contains 4466 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 2988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111751408.000000 Penalty: 73629.445312
Iteration 69Q: 34 clusters Score -1.117514e+08 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 102354 members 
Mstep: Class 3 contains 7483 members 
Mstep: Class 4 contains 515 members 
Mstep: Class 5 contains 35793 members 
Mstep: Class 6 contains 10097 members 
Mstep: Class 7 contains 4857 members 
Mstep: Class 8 contains 1556 members 
Mstep: Class 9 contains 5628 members 
Mstep: Class 10 contains 104261 members 
Mstep: Class 11 contains 9412 members 
Mstep: Class 12 contains 108945 members 
Mstep: Class 13 contains 13838 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 6594 members 
Mstep: Class 16 contains 8878 members 
Mstep: Class 17 contains 17600 members 
Mstep: Class 18 contains 790 members 
Mstep: Class 19 contains 93746 members 
Mstep: Class 20 contains 27457 members 
Mstep: Class 21 contains 86510 members 
Mstep: Class 22 contains 1716 members 
Mstep: Class 23 contains 5417 members 
Mstep: Class 24 contains 9669 members 
Mstep: Class 25 contains 80006 members 
Mstep: Class 26 contains 33492 members 
Mstep: Class 27 contains 1168 members 
Mstep: Class 28 contains 110222 members 
Mstep: Class 29 contains 8929 members 
Mstep: Class 30 contains 2633 members 
Mstep: Class 31 contains 4468 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 3011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111751472.000000 Penalty: 73629.445312
Iteration 70Q: 34 clusters Score -1.117515e+08 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 102406 members 
Mstep: Class 3 contains 7483 members 
Mstep: Class 4 contains 515 members 
Mstep: Class 5 contains 35746 members 
Mstep: Class 6 contains 10105 members 
Mstep: Class 7 contains 4860 members 
Mstep: Class 8 contains 1556 members 
Mstep: Class 9 contains 5677 members 
Mstep: Class 10 contains 104140 members 
Mstep: Class 11 contains 9413 members 
Mstep: Class 12 contains 109103 members 
Mstep: Class 13 contains 13835 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 6594 members 
Mstep: Class 16 contains 8876 members 
Mstep: Class 17 contains 17734 members 
Mstep: Class 18 contains 788 members 
Mstep: Class 19 contains 93756 members 
Mstep: Class 20 contains 27486 members 
Mstep: Class 21 contains 86162 members 
Mstep: Class 22 contains 1719 members 
Mstep: Class 23 contains 5424 members 
Mstep: Class 24 contains 9672 members 
Mstep: Class 25 contains 80003 members 
Mstep: Class 26 contains 33536 members 
Mstep: Class 27 contains 1167 members 
Mstep: Class 28 contains 110268 members 
Mstep: Class 29 contains 8917 members 
Mstep: Class 30 contains 2639 members 
Mstep: Class 31 contains 4472 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 3036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111751360.000000 Penalty: 73629.445312
Iteration 71Q: 34 clusters Score -1.117514e+08 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 102425 members 
Mstep: Class 3 contains 7488 members 
Mstep: Class 4 contains 515 members 
Mstep: Class 5 contains 35707 members 
Mstep: Class 6 contains 10114 members 
Mstep: Class 7 contains 4868 members 
Mstep: Class 8 contains 1553 members 
Mstep: Class 9 contains 5732 members 
Mstep: Class 10 contains 104018 members 
Mstep: Class 11 contains 9413 members 
Mstep: Class 12 contains 109328 members 
Mstep: Class 13 contains 13834 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 6597 members 
Mstep: Class 16 contains 8874 members 
Mstep: Class 17 contains 17849 members 
Mstep: Class 18 contains 786 members 
Mstep: Class 19 contains 93773 members 
Mstep: Class 20 contains 27503 members 
Mstep: Class 21 contains 85784 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 5431 members 
Mstep: Class 24 contains 9669 members 
Mstep: Class 25 contains 79991 members 
Mstep: Class 26 contains 33579 members 
Mstep: Class 27 contains 1170 members 
Mstep: Class 28 contains 110309 members 
Mstep: Class 29 contains 8915 members 
Mstep: Class 30 contains 2643 members 
Mstep: Class 31 contains 4471 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 3054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111751368.000000 Penalty: 73629.445312
Iteration 72Q: 34 clusters Score -1.117514e+08 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 102467 members 
Mstep: Class 3 contains 7494 members 
Mstep: Class 4 contains 515 members 
Mstep: Class 5 contains 35691 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 4874 members 
Mstep: Class 8 contains 1556 members 
Mstep: Class 9 contains 5792 members 
Mstep: Class 10 contains 103854 members 
Mstep: Class 11 contains 9414 members 
Mstep: Class 12 contains 109537 members 
Mstep: Class 13 contains 13829 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 6598 members 
Mstep: Class 16 contains 8862 members 
Mstep: Class 17 contains 17955 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 93773 members 
Mstep: Class 20 contains 27519 members 
Mstep: Class 21 contains 85415 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 5435 members 
Mstep: Class 24 contains 9669 members 
Mstep: Class 25 contains 80000 members 
Mstep: Class 26 contains 33636 members 
Mstep: Class 27 contains 1170 members 
Mstep: Class 28 contains 110349 members 
Mstep: Class 29 contains 8920 members 
Mstep: Class 30 contains 2649 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 3073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111751696.000000 Penalty: 73629.445312
Iteration 73Q: 34 clusters Score -1.117517e+08 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 102551 members 
Mstep: Class 3 contains 7506 members 
Mstep: Class 4 contains 515 members 
Mstep: Class 5 contains 35667 members 
Mstep: Class 6 contains 10122 members 
Mstep: Class 7 contains 4882 members 
Mstep: Class 8 contains 1555 members 
Mstep: Class 9 contains 5865 members 
Mstep: Class 10 contains 103726 members 
Mstep: Class 11 contains 9412 members 
Mstep: Class 12 contains 109747 members 
Mstep: Class 13 contains 13824 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 6596 members 
Mstep: Class 16 contains 8862 members 
Mstep: Class 17 contains 18044 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 93806 members 
Mstep: Class 20 contains 27526 members 
Mstep: Class 21 contains 85032 members 
Mstep: Class 22 contains 1711 members 
Mstep: Class 23 contains 5443 members 
Mstep: Class 24 contains 9669 members 
Mstep: Class 25 contains 79978 members 
Mstep: Class 26 contains 33691 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 110345 members 
Mstep: Class 29 contains 8917 members 
Mstep: Class 30 contains 2655 members 
Mstep: Class 31 contains 4468 members 
Mstep: Class 32 contains 546 members 
Mstep: Class 33 contains 3090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111751472.000000 Penalty: 73629.445312
Iteration 74Q: 34 clusters Score -1.117515e+08 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 102636 members 
Mstep: Class 3 contains 7510 members 
Mstep: Class 4 contains 514 members 
Mstep: Class 5 contains 35666 members 
Mstep: Class 6 contains 10124 members 
Mstep: Class 7 contains 4887 members 
Mstep: Class 8 contains 1555 members 
Mstep: Class 9 contains 5924 members 
Mstep: Class 10 contains 103560 members 
Mstep: Class 11 contains 9412 members 
Mstep: Class 12 contains 109951 members 
Mstep: Class 13 contains 13831 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 15 contains 6593 members 
Mstep: Class 16 contains 8846 members 
Mstep: Class 17 contains 18120 members 
Mstep: Class 18 contains 782 members 
Mstep: Class 19 contains 93835 members 
Mstep: Class 20 contains 27525 members 
Mstep: Class 21 contains 84654 members 
Mstep: Class 22 contains 1709 members 
Mstep: Class 23 contains 5446 members 
Mstep: Class 24 contains 9677 members 
Mstep: Class 25 contains 80004 members 
Mstep: Class 26 contains 33747 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 110347 members 
Mstep: Class 29 contains 8912 members 
Mstep: Class 30 contains 2662 members 
Mstep: Class 31 contains 4465 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 3114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111751560.000000 Penalty: 73629.445312
Iteration 75Q: 34 clusters Score -1.117516e+08 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 102704 members 
Mstep: Class 3 contains 7511 members 
Mstep: Class 4 contains 513 members 
Mstep: Class 5 contains 35695 members 
Mstep: Class 6 contains 10123 members 
Mstep: Class 7 contains 4892 members 
Mstep: Class 8 contains 1555 members 
Mstep: Class 9 contains 5966 members 
Mstep: Class 10 contains 103522 members 
Mstep: Class 11 contains 9411 members 
Mstep: Class 12 contains 110076 members 
Mstep: Class 13 contains 13836 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 6594 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 18219 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 93836 members 
Mstep: Class 20 contains 27507 members 
Mstep: Class 21 contains 84273 members 
Mstep: Class 22 contains 1708 members 
Mstep: Class 23 contains 5452 members 
Mstep: Class 24 contains 9680 members 
Mstep: Class 25 contains 79995 members 
Mstep: Class 26 contains 33820 members 
Mstep: Class 27 contains 1169 members 
Mstep: Class 28 contains 110346 members 
Mstep: Class 29 contains 8902 members 
Mstep: Class 30 contains 2671 members 
Mstep: Class 31 contains 4462 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 3144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111751640.000000 Penalty: 73629.445312
Iteration 76Q: 34 clusters Score -1.117516e+08 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 102777 members 
Mstep: Class 3 contains 7521 members 
Mstep: Class 4 contains 513 members 
Mstep: Class 5 contains 35721 members 
Mstep: Class 6 contains 10123 members 
Mstep: Class 7 contains 4896 members 
Mstep: Class 8 contains 1554 members 
Mstep: Class 9 contains 6008 members 
Mstep: Class 10 contains 103472 members 
Mstep: Class 11 contains 9409 members 
Mstep: Class 12 contains 110145 members 
Mstep: Class 13 contains 13837 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 15 contains 6592 members 
Mstep: Class 16 contains 8829 members 
Mstep: Class 17 contains 18332 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 93828 members 
Mstep: Class 20 contains 27495 members 
Mstep: Class 21 contains 83922 members 
Mstep: Class 22 contains 1700 members 
Mstep: Class 23 contains 5455 members 
Mstep: Class 24 contains 9674 members 
Mstep: Class 25 contains 79975 members 
Mstep: Class 26 contains 33869 members 
Mstep: Class 27 contains 1172 members 
Mstep: Class 28 contains 110395 members 
Mstep: Class 29 contains 8895 members 
Mstep: Class 30 contains 2682 members 
Mstep: Class 31 contains 4464 members 
Mstep: Class 32 contains 545 members 
Mstep: Class 33 contains 3181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111751648.000000 Penalty: 73629.445312
Iteration 77Q: 34 clusters Score -1.117516e+08 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 102810 members 
Mstep: Class 3 contains 7533 members 
Mstep: Class 4 contains 513 members 
Mstep: Class 5 contains 35734 members 
Mstep: Class 6 contains 10126 members 
Mstep: Class 7 contains 4903 members 
Mstep: Class 8 contains 1554 members 
Mstep: Class 9 contains 6047 members 
Mstep: Class 10 contains 103464 members 
Mstep: Class 11 contains 9409 members 
Mstep: Class 12 contains 110248 members 
Mstep: Class 13 contains 13834 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 6592 members 
Mstep: Class 16 contains 8820 members 
Mstep: Class 17 contains 18433 members 
Mstep: Class 18 contains 786 members 
Mstep: Class 19 contains 93845 members 
Mstep: Class 20 contains 27489 members 
Mstep: Class 21 contains 83579 members 
Mstep: Class 22 contains 1692 members 
Mstep: Class 23 contains 5457 members 
Mstep: Class 24 contains 9677 members 
Mstep: Class 25 contains 79933 members 
Mstep: Class 26 contains 33916 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 110414 members 
Mstep: Class 29 contains 8891 members 
Mstep: Class 30 contains 2690 members 
Mstep: Class 31 contains 4466 members 
Mstep: Class 32 contains 543 members 
Mstep: Class 33 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111751584.000000 Penalty: 73629.445312
Iteration 78Q: 34 clusters Score -1.117516e+08 nChanged 2760
Entering ConstructFrom: 
Score: -111751584.000000 Penalty: 73629.445312
Entering ConstructFrom: 
Trying to split cluster 1 (9422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Entering Unmasked Estep 
Score: -1173269.875000 Penalty: 1487.005371
	Iteration 0F: 2 clusters Score -1173270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1166470.875000 Penalty: 2974.010742
	Iteration 0F: 3 clusters Score -1166471 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1168592.500000 Penalty: 2974.010742
	Iteration 1F: 3 clusters Score -1168592 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1168805.625000 Penalty: 2974.010742
	Iteration 2F: 3 clusters Score -1168806 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1168979.875000 Penalty: 2974.010742
	Iteration 3Q: 3 clusters Score -1168980 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1169117.625000 Penalty: 2974.010742
	Iteration 4Q: 3 clusters Score -1169118 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1169242.625000 Penalty: 2974.010742
	Iteration 5Q: 3 clusters Score -1169243 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1169364.875000 Penalty: 2974.010742
	Iteration 6Q: 3 clusters Score -1169365 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1169495.250000 Penalty: 2974.010742
	Iteration 7Q: 3 clusters Score -1169495 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1169652.875000 Penalty: 2974.010742
	Iteration 8Q: 3 clusters Score -1169653 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1169821.500000 Penalty: 2974.010742
	Iteration 9Q: 3 clusters Score -1169822 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1170008.000000 Penalty: 2974.010742
	Iteration 10Q: 3 clusters Score -1170008 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1170197.000000 Penalty: 2974.010742
	Iteration 11Q: 3 clusters Score -1170197 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1170411.250000 Penalty: 2974.010742
	Iteration 12Q: 3 clusters Score -1170411 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1170630.625000 Penalty: 2974.010742
	Iteration 13Q: 3 clusters Score -1170631 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1170801.875000 Penalty: 2974.010742
	Iteration 14Q: 3 clusters Score -1170802 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1170958.875000 Penalty: 2974.010742
	Iteration 15Q: 3 clusters Score -1170959 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1171096.625000 Penalty: 2974.010742
	Iteration 16Q: 3 clusters Score -1171097 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1171217.375000 Penalty: 2974.010742
	Iteration 17Q: 3 clusters Score -1171217 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1171339.125000 Penalty: 2974.010742
	Iteration 18Q: 3 clusters Score -1171339 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1171458.000000 Penalty: 2974.010742
	Iteration 19Q: 3 clusters Score -1171458 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1171565.750000 Penalty: 2974.010742
	Iteration 20F: 3 clusters Score -1171566 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1171659.875000 Penalty: 2974.010742
	Iteration 21Q: 3 clusters Score -1171660 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1171728.375000 Penalty: 2974.010742
	Iteration 22Q: 3 clusters Score -1171728 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1171784.000000 Penalty: 2974.010742
	Iteration 23Q: 3 clusters Score -1171784 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1171828.250000 Penalty: 2974.010742
	Iteration 24Q: 3 clusters Score -1171828 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1171861.750000 Penalty: 2974.010742
	Iteration 25Q: 3 clusters Score -1171862 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1171886.125000 Penalty: 2974.010742
	Iteration 26Q: 3 clusters Score -1171886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1171907.875000 Penalty: 2974.010742
	Iteration 27Q: 3 clusters Score -1171908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1171920.750000 Penalty: 2974.010742
	Iteration 28Q: 3 clusters Score -1171921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1171936.375000 Penalty: 2974.010742
	Iteration 29Q: 3 clusters Score -1171936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1171945.625000 Penalty: 2974.010742
	Iteration 30Q: 3 clusters Score -1171946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1171954.625000 Penalty: 2974.010742
	Iteration 31Q: 3 clusters Score -1171955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1171962.625000 Penalty: 2974.010742
	Iteration 32Q: 3 clusters Score -1171963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1171970.625000 Penalty: 2974.010742
	Iteration 33Q: 3 clusters Score -1171971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1171973.000000 Penalty: 2974.010742
	Iteration 34Q: 3 clusters Score -1171973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1171978.125000 Penalty: 2974.010742
	Iteration 35Q: 3 clusters Score -1171978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1171980.750000 Penalty: 2974.010742
	Iteration 36Q: 3 clusters Score -1171981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1171982.250000 Penalty: 2974.010742
	Iteration 37Q: 3 clusters Score -1171982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1171988.000000 Penalty: 2974.010742
	Iteration 38Q: 3 clusters Score -1171988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1171991.375000 Penalty: 2974.010742
	Iteration 39Q: 3 clusters Score -1171991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1171991.125000 Penalty: 2974.010742
	Iteration 40F: 3 clusters Score -1171991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1171991.250000 Penalty: 2974.010742
	Iteration 41Q: 3 clusters Score -1171991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1171991.250000 Penalty: 2974.010742
	Iteration 42F: 3 clusters Score -1171991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (102802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102802 members 
Entering Unmasked Estep 
Score: -12939224.000000 Penalty: 1875.340942
	Iteration 0F: 2 clusters Score -1.293922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51142 members 
Mstep: Class 2 contains 51660 members 
Entering Unmasked Estep 
Score: -12873632.000000 Penalty: 3750.681885
	Iteration 0F: 3 clusters Score -1.287363e+07 nChanged 49229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 56195 members 
Entering Unmasked Estep 
Score: -12902008.000000 Penalty: 3750.681885
	Iteration 1F: 3 clusters Score -1.290201e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43662 members 
Mstep: Class 2 contains 59140 members 
Entering Unmasked Estep 
Score: -12903433.000000 Penalty: 3750.681885
	Iteration 2Q: 3 clusters Score -1.290343e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 63545 members 
Entering Unmasked Estep 
Score: -12905687.000000 Penalty: 3750.681885
	Iteration 3Q: 3 clusters Score -1.290569e+07 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 69822 members 
Entering Unmasked Estep 
Score: -12909657.000000 Penalty: 3750.681885
	Iteration 4F: 3 clusters Score -1.290966e+07 nChanged 8301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 77923 members 
Entering Unmasked Estep 
Score: -12915937.000000 Penalty: 3750.681885
	Iteration 5F: 3 clusters Score -1.291594e+07 nChanged 8970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 86803 members 
Entering Unmasked Estep 
Score: -12924006.000000 Penalty: 3750.681885
	Iteration 6F: 3 clusters Score -1.292401e+07 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 94370 members 
Entering Unmasked Estep 
Score: -12931941.000000 Penalty: 3750.681885
	Iteration 7F: 3 clusters Score -1.293194e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 99210 members 
Entering Unmasked Estep 
Score: -12935772.000000 Penalty: 3750.681885
	Iteration 8Q: 3 clusters Score -1.293577e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 101428 members 
Entering Unmasked Estep 
Score: -12937094.000000 Penalty: 3750.681885
	Iteration 9Q: 3 clusters Score -1.293709e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 102170 members 
Entering Unmasked Estep 
Score: -12937505.000000 Penalty: 3750.681885
	Iteration 10Q: 3 clusters Score -1.29375e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 102383 members 
Entering Unmasked Estep 
Score: -12937683.000000 Penalty: 3750.681885
	Iteration 11Q: 3 clusters Score -1.293768e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 102460 members 
Entering Unmasked Estep 
Score: -12937749.000000 Penalty: 3750.681885
	Iteration 12Q: 3 clusters Score -1.293775e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 102476 members 
Entering Unmasked Estep 
Score: -12937841.000000 Penalty: 3750.681885
	Iteration 13Q: 3 clusters Score -1.293784e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 102475 members 
Entering Unmasked Estep 
Score: -12937916.000000 Penalty: 3750.681885
	Iteration 14Q: 3 clusters Score -1.293792e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 102467 members 
Entering Unmasked Estep 
Score: -12937996.000000 Penalty: 3750.681885
	Iteration 15Q: 3 clusters Score -1.2938e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 102454 members 
Entering Unmasked Estep 
Score: -12938044.000000 Penalty: 3750.681885
	Iteration 16Q: 3 clusters Score -1.293804e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 102438 members 
Entering Unmasked Estep 
Score: -12938093.000000 Penalty: 3750.681885
	Iteration 17Q: 3 clusters Score -1.293809e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 102416 members 
Entering Unmasked Estep 
Score: -12938167.000000 Penalty: 3750.681885
	Iteration 18Q: 3 clusters Score -1.293817e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 102402 members 
Entering Unmasked Estep 
Score: -12938197.000000 Penalty: 3750.681885
	Iteration 19Q: 3 clusters Score -1.29382e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 102385 members 
Entering Unmasked Estep 
Score: -12938213.000000 Penalty: 3750.681885
	Iteration 20F: 3 clusters Score -1.293821e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 102368 members 
Entering Unmasked Estep 
Score: -12938261.000000 Penalty: 3750.681885
	Iteration 21Q: 3 clusters Score -1.293826e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 102353 members 
Entering Unmasked Estep 
Score: -12938285.000000 Penalty: 3750.681885
	Iteration 22Q: 3 clusters Score -1.293828e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102338 members 
Entering Unmasked Estep 
Score: -12938312.000000 Penalty: 3750.681885
	Iteration 23Q: 3 clusters Score -1.293831e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 102318 members 
Entering Unmasked Estep 
Score: -12938329.000000 Penalty: 3750.681885
	Iteration 24Q: 3 clusters Score -1.293833e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 102301 members 
Entering Unmasked Estep 
Score: -12938341.000000 Penalty: 3750.681885
	Iteration 25Q: 3 clusters Score -1.293834e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 102293 members 
Entering Unmasked Estep 
Score: -12938344.000000 Penalty: 3750.681885
	Iteration 26Q: 3 clusters Score -1.293834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 102287 members 
Entering Unmasked Estep 
Score: -12938352.000000 Penalty: 3750.681885
	Iteration 27Q: 3 clusters Score -1.293835e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 102281 members 
Entering Unmasked Estep 
Score: -12938357.000000 Penalty: 3750.681885
	Iteration 28Q: 3 clusters Score -1.293836e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 102276 members 
Entering Unmasked Estep 
Score: -12938372.000000 Penalty: 3750.681885
	Iteration 29Q: 3 clusters Score -1.293837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 102272 members 
Entering Unmasked Estep 
Score: -12938374.000000 Penalty: 3750.681885
	Iteration 30Q: 3 clusters Score -1.293837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 102270 members 
Entering Unmasked Estep 
Score: -12938374.000000 Penalty: 3750.681885
	Iteration 31Q: 3 clusters Score -1.293837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 102270 members 
Entering Unmasked Estep 
Score: -12938374.000000 Penalty: 3750.681885
	Iteration 32F: 3 clusters Score -1.293837e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Entering Unmasked Estep 
Score: -893410.875000 Penalty: 1450.839478
	Iteration 0F: 2 clusters Score -893410.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -887807.562500 Penalty: 2901.678955
	Iteration 0F: 3 clusters Score -887807.6 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -889662.937500 Penalty: 2901.678955
	Iteration 1F: 3 clusters Score -889662.9 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -890047.625000 Penalty: 2901.678955
	Iteration 2F: 3 clusters Score -890047.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -890349.375000 Penalty: 2901.678955
	Iteration 3F: 3 clusters Score -890349.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -890686.437500 Penalty: 2901.678955
	Iteration 4F: 3 clusters Score -890686.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -891115.687500 Penalty: 2901.678955
	Iteration 5F: 3 clusters Score -891115.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -891502.625000 Penalty: 2901.678955
	Iteration 6F: 3 clusters Score -891502.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -891812.125000 Penalty: 2901.678955
	Iteration 7F: 3 clusters Score -891812.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -892054.625000 Penalty: 2901.678955
	Iteration 8Q: 3 clusters Score -892054.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -892231.312500 Penalty: 2901.678955
	Iteration 9Q: 3 clusters Score -892231.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -892357.312500 Penalty: 2901.678955
	Iteration 10Q: 3 clusters Score -892357.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -892454.500000 Penalty: 2901.678955
	Iteration 11Q: 3 clusters Score -892454.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -892526.125000 Penalty: 2901.678955
	Iteration 12Q: 3 clusters Score -892526.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -892586.062500 Penalty: 2901.678955
	Iteration 13Q: 3 clusters Score -892586.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -892627.187500 Penalty: 2901.678955
	Iteration 14Q: 3 clusters Score -892627.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -892656.375000 Penalty: 2901.678955
	Iteration 15Q: 3 clusters Score -892656.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -892671.375000 Penalty: 2901.678955
	Iteration 16Q: 3 clusters Score -892671.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -892683.937500 Penalty: 2901.678955
	Iteration 17Q: 3 clusters Score -892683.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -892698.875000 Penalty: 2901.678955
	Iteration 18Q: 3 clusters Score -892698.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -892716.812500 Penalty: 2901.678955
	Iteration 19Q: 3 clusters Score -892716.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -892733.500000 Penalty: 2901.678955
	Iteration 20F: 3 clusters Score -892733.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -892748.750000 Penalty: 2901.678955
	Iteration 21Q: 3 clusters Score -892748.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -892762.937500 Penalty: 2901.678955
	Iteration 22Q: 3 clusters Score -892762.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -892778.937500 Penalty: 2901.678955
	Iteration 23Q: 3 clusters Score -892778.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -892792.312500 Penalty: 2901.678955
	Iteration 24Q: 3 clusters Score -892792.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -892803.500000 Penalty: 2901.678955
	Iteration 25Q: 3 clusters Score -892803.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -892817.000000 Penalty: 2901.678955
	Iteration 26Q: 3 clusters Score -892817 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -892828.750000 Penalty: 2901.678955
	Iteration 27Q: 3 clusters Score -892828.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -892832.375000 Penalty: 2901.678955
	Iteration 28Q: 3 clusters Score -892832.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -892841.000000 Penalty: 2901.678955
	Iteration 29Q: 3 clusters Score -892841 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -892849.062500 Penalty: 2901.678955
	Iteration 30Q: 3 clusters Score -892849.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -892857.125000 Penalty: 2901.678955
	Iteration 31Q: 3 clusters Score -892857.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -892861.062500 Penalty: 2901.678955
	Iteration 32Q: 3 clusters Score -892861.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -892864.625000 Penalty: 2901.678955
	Iteration 33Q: 3 clusters Score -892864.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -892868.437500 Penalty: 2901.678955
	Iteration 34Q: 3 clusters Score -892868.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -892871.500000 Penalty: 2901.678955
	Iteration 35Q: 3 clusters Score -892871.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -892874.562500 Penalty: 2901.678955
	Iteration 36Q: 3 clusters Score -892874.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -892878.187500 Penalty: 2901.678955
	Iteration 37Q: 3 clusters Score -892878.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -892880.312500 Penalty: 2901.678955
	Iteration 38Q: 3 clusters Score -892880.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -892884.250000 Penalty: 2901.678955
	Iteration 39Q: 3 clusters Score -892884.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -892886.500000 Penalty: 2901.678955
	Iteration 40F: 3 clusters Score -892886.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -892887.875000 Penalty: 2901.678955
	Iteration 41Q: 3 clusters Score -892887.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -892888.687500 Penalty: 2901.678955
	Iteration 42Q: 3 clusters Score -892888.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -892894.750000 Penalty: 2901.678955
	Iteration 43Q: 3 clusters Score -892894.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -892896.625000 Penalty: 2901.678955
	Iteration 44Q: 3 clusters Score -892896.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -892897.500000 Penalty: 2901.678955
	Iteration 45Q: 3 clusters Score -892897.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -892900.000000 Penalty: 2901.678955
	Iteration 46Q: 3 clusters Score -892900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -892902.937500 Penalty: 2901.678955
	Iteration 47Q: 3 clusters Score -892902.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -892902.375000 Penalty: 2901.678955
	Iteration 48Q: 3 clusters Score -892902.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -892903.750000 Penalty: 2901.678955
	Iteration 49Q: 3 clusters Score -892903.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -892903.312500 Penalty: 2901.678955
	Iteration 50Q: 3 clusters Score -892903.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -892904.312500 Penalty: 2901.678955
	Iteration 51Q: 3 clusters Score -892904.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -892906.000000 Penalty: 2901.678955
	Iteration 52Q: 3 clusters Score -892906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -892904.187500 Penalty: 2901.678955
	Iteration 53Q: 3 clusters Score -892904.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -892906.875000 Penalty: 2901.678955
	Iteration 54Q: 3 clusters Score -892906.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -892906.625000 Penalty: 2901.678955
	Iteration 55Q: 3 clusters Score -892906.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -892906.562500 Penalty: 2901.678955
	Iteration 56Q: 3 clusters Score -892906.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -892908.812500 Penalty: 2901.678955
	Iteration 57Q: 3 clusters Score -892908.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -892908.437500 Penalty: 2901.678955
	Iteration 58Q: 3 clusters Score -892908.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -892911.187500 Penalty: 2901.678955
	Iteration 59Q: 3 clusters Score -892911.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -892909.375000 Penalty: 2901.678955
	Iteration 60F: 3 clusters Score -892909.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -58278.363281 Penalty: 1013.727783
	Iteration 0F: 2 clusters Score -58278.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57232.195312 Penalty: 2027.455566
	Iteration 0F: 3 clusters Score -57232.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -57431.406250 Penalty: 2027.455566
	Iteration 1F: 3 clusters Score -57431.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -57492.894531 Penalty: 2027.455566
	Iteration 2F: 3 clusters Score -57492.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57531.359375 Penalty: 2027.455566
	Iteration 3Q: 3 clusters Score -57531.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -57569.035156 Penalty: 2027.455566
	Iteration 4Q: 3 clusters Score -57569.04 nChanged 10
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: -57612.457031 Penalty: 2027.455566
	Iteration 5Q: 3 clusters Score -57612.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -57647.664062 Penalty: 2027.455566
	Iteration 6Q: 3 clusters Score -57647.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -57693.562500 Penalty: 2027.455566
	Iteration 7Q: 3 clusters Score -57693.56 nChanged 23
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: -57773.671875 Penalty: 2027.455566
	Iteration 8Q: 3 clusters Score -57773.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -57847.179688 Penalty: 2027.455566
	Iteration 9Q: 3 clusters Score -57847.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -57880.183594 Penalty: 2027.455566
	Iteration 10Q: 3 clusters Score -57880.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -57898.312500 Penalty: 2027.455566
	Iteration 11Q: 3 clusters Score -57898.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -57907.343750 Penalty: 2027.455566
	Iteration 12Q: 3 clusters Score -57907.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -57913.816406 Penalty: 2027.455566
	Iteration 13Q: 3 clusters Score -57913.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -57913.816406 Penalty: 2027.455566
	Iteration 14F: 3 clusters Score -57913.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Entering Unmasked Estep 
Score: -4507230.000000 Penalty: 1703.904053
	Iteration 0F: 2 clusters Score -4507230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -4482955.500000 Penalty: 3407.808105
	Iteration 0F: 3 clusters Score -4482956 nChanged 16631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -4492459.500000 Penalty: 3407.808105
	Iteration 1F: 3 clusters Score -4492460 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -4493002.000000 Penalty: 3407.808105
	Iteration 2Q: 3 clusters Score -4493002 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -4493612.000000 Penalty: 3407.808105
	Iteration 3Q: 3 clusters Score -4493612 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -4494386.000000 Penalty: 3407.808105
	Iteration 4Q: 3 clusters Score -4494386 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -4495482.000000 Penalty: 3407.808105
	Iteration 5F: 3 clusters Score -4495482 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -4496970.000000 Penalty: 3407.808105
	Iteration 6F: 3 clusters Score -4496970 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -4498752.000000 Penalty: 3407.808105
	Iteration 7F: 3 clusters Score -4498752 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -4500384.000000 Penalty: 3407.808105
	Iteration 8F: 3 clusters Score -4500384 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -4501424.000000 Penalty: 3407.808105
	Iteration 9Q: 3 clusters Score -4501424 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -4501958.000000 Penalty: 3407.808105
	Iteration 10Q: 3 clusters Score -4501958 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -4502344.000000 Penalty: 3407.808105
	Iteration 11Q: 3 clusters Score -4502344 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -4502694.000000 Penalty: 3407.808105
	Iteration 12Q: 3 clusters Score -4502694 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -4502999.500000 Penalty: 3407.808105
	Iteration 13Q: 3 clusters Score -4503000 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -4503316.500000 Penalty: 3407.808105
	Iteration 14Q: 3 clusters Score -4503316 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -4503587.000000 Penalty: 3407.808105
	Iteration 15Q: 3 clusters Score -4503587 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -4503844.500000 Penalty: 3407.808105
	Iteration 16Q: 3 clusters Score -4503844 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -4504069.500000 Penalty: 3407.808105
	Iteration 17Q: 3 clusters Score -4504070 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -4504280.500000 Penalty: 3407.808105
	Iteration 18Q: 3 clusters Score -4504280 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -4504483.500000 Penalty: 3407.808105
	Iteration 19Q: 3 clusters Score -4504484 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -4504680.500000 Penalty: 3407.808105
	Iteration 20F: 3 clusters Score -4504680 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -4504842.500000 Penalty: 3407.808105
	Iteration 21Q: 3 clusters Score -4504842 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -4504952.500000 Penalty: 3407.808105
	Iteration 22Q: 3 clusters Score -4504952 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -4505041.500000 Penalty: 3407.808105
	Iteration 23Q: 3 clusters Score -4505042 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -4505128.500000 Penalty: 3407.808105
	Iteration 24Q: 3 clusters Score -4505128 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -4505190.500000 Penalty: 3407.808105
	Iteration 25Q: 3 clusters Score -4505190 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -4505241.000000 Penalty: 3407.808105
	Iteration 26Q: 3 clusters Score -4505241 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -4505261.000000 Penalty: 3407.808105
	Iteration 27Q: 3 clusters Score -4505261 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -4505289.000000 Penalty: 3407.808105
	Iteration 28Q: 3 clusters Score -4505289 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -4505306.000000 Penalty: 3407.808105
	Iteration 29Q: 3 clusters Score -4505306 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -4505322.000000 Penalty: 3407.808105
	Iteration 30Q: 3 clusters Score -4505322 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -4505328.500000 Penalty: 3407.808105
	Iteration 31Q: 3 clusters Score -4505328 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -4505336.500000 Penalty: 3407.808105
	Iteration 32Q: 3 clusters Score -4505336 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -4505334.500000 Penalty: 3407.808105
	Iteration 33Q: 3 clusters Score -4505334 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -4505339.000000 Penalty: 3407.808105
	Iteration 34Q: 3 clusters Score -4505339 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -4505333.000000 Penalty: 3407.808105
	Iteration 35Q: 3 clusters Score -4505333 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -4505354.000000 Penalty: 3407.808105
	Iteration 36Q: 3 clusters Score -4505354 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -4505364.000000 Penalty: 3407.808105
	Iteration 37Q: 3 clusters Score -4505364 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -4505371.500000 Penalty: 3407.808105
	Iteration 38Q: 3 clusters Score -4505372 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -4505388.000000 Penalty: 3407.808105
	Iteration 39Q: 3 clusters Score -4505388 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -4505389.500000 Penalty: 3407.808105
	Iteration 40F: 3 clusters Score -4505390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -4505396.500000 Penalty: 3407.808105
	Iteration 41Q: 3 clusters Score -4505396 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -4505402.500000 Penalty: 3407.808105
	Iteration 42Q: 3 clusters Score -4505402 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -4505408.500000 Penalty: 3407.808105
	Iteration 43Q: 3 clusters Score -4505408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -4505414.500000 Penalty: 3407.808105
	Iteration 44Q: 3 clusters Score -4505414 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -4505417.000000 Penalty: 3407.808105
	Iteration 45Q: 3 clusters Score -4505417 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -4505415.000000 Penalty: 3407.808105
	Iteration 46Q: 3 clusters Score -4505415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -4505423.500000 Penalty: 3407.808105
	Iteration 47Q: 3 clusters Score -4505424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -4505426.500000 Penalty: 3407.808105
	Iteration 48Q: 3 clusters Score -4505426 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -4505439.000000 Penalty: 3407.808105
	Iteration 49Q: 3 clusters Score -4505439 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -4505437.500000 Penalty: 3407.808105
	Iteration 50Q: 3 clusters Score -4505438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -4505437.500000 Penalty: 3407.808105
	Iteration 51Q: 3 clusters Score -4505438 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -4505447.000000 Penalty: 3407.808105
	Iteration 52Q: 3 clusters Score -4505447 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -4505455.500000 Penalty: 3407.808105
	Iteration 53Q: 3 clusters Score -4505456 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -4505452.500000 Penalty: 3407.808105
	Iteration 54Q: 3 clusters Score -4505452 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -4505470.500000 Penalty: 3407.808105
	Iteration 55Q: 3 clusters Score -4505470 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -4505477.000000 Penalty: 3407.808105
	Iteration 56Q: 3 clusters Score -4505477 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -4505488.500000 Penalty: 3407.808105
	Iteration 57Q: 3 clusters Score -4505488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -4505494.500000 Penalty: 3407.808105
	Iteration 58Q: 3 clusters Score -4505494 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -4505497.000000 Penalty: 3407.808105
	Iteration 59Q: 3 clusters Score -4505497 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -4505494.500000 Penalty: 3407.808105
	Iteration 60F: 3 clusters Score -4505494 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -4505512.500000 Penalty: 3407.808105
	Iteration 61Q: 3 clusters Score -4505512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -4505509.500000 Penalty: 3407.808105
	Iteration 62Q: 3 clusters Score -4505510 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -4505513.000000 Penalty: 3407.808105
	Iteration 63Q: 3 clusters Score -4505513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -4505520.000000 Penalty: 3407.808105
	Iteration 64Q: 3 clusters Score -4505520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -4505517.000000 Penalty: 3407.808105
	Iteration 65Q: 3 clusters Score -4505517 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -4505522.000000 Penalty: 3407.808105
	Iteration 66Q: 3 clusters Score -4505522 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -4505523.500000 Penalty: 3407.808105
	Iteration 67Q: 3 clusters Score -4505524 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -4505521.500000 Penalty: 3407.808105
	Iteration 68Q: 3 clusters Score -4505522 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -4505521.500000 Penalty: 3407.808105
	Iteration 69Q: 3 clusters Score -4505522 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -4505530.000000 Penalty: 3407.808105
	Iteration 70Q: 3 clusters Score -4505530 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -4505542.000000 Penalty: 3407.808105
	Iteration 71Q: 3 clusters Score -4505542 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -4505545.500000 Penalty: 3407.808105
	Iteration 72Q: 3 clusters Score -4505546 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -4505542.500000 Penalty: 3407.808105
	Iteration 73Q: 3 clusters Score -4505542 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -4505552.500000 Penalty: 3407.808105
	Iteration 74Q: 3 clusters Score -4505552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -4505544.000000 Penalty: 3407.808105
	Iteration 75Q: 3 clusters Score -4505544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -4505549.000000 Penalty: 3407.808105
	Iteration 76Q: 3 clusters Score -4505549 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -4505543.500000 Penalty: 3407.808105
	Iteration 77Q: 3 clusters Score -4505544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -4505552.000000 Penalty: 3407.808105
	Iteration 78Q: 3 clusters Score -4505552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -4505563.000000 Penalty: 3407.808105
	Iteration 79Q: 3 clusters Score -4505563 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -4505567.000000 Penalty: 3407.808105
	Iteration 80F: 3 clusters Score -4505567 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -4505559.000000 Penalty: 3407.808105
	Iteration 81Q: 3 clusters Score -4505559 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -4505570.000000 Penalty: 3407.808105
	Iteration 82Q: 3 clusters Score -4505570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4505570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -4505577.000000 Penalty: 3407.808105
	Iteration 84Q: 3 clusters Score -4505577 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -4505583.500000 Penalty: 3407.808105
	Iteration 85Q: 3 clusters Score -4505584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -4505582.500000 Penalty: 3407.808105
	Iteration 86Q: 3 clusters Score -4505582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -4505597.000000 Penalty: 3407.808105
	Iteration 87Q: 3 clusters Score -4505597 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -4505598.500000 Penalty: 3407.808105
	Iteration 88Q: 3 clusters Score -4505598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -4505599.500000 Penalty: 3407.808105
	Iteration 89Q: 3 clusters Score -4505600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4505600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4505600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -4505606.000000 Penalty: 3407.808105
	Iteration 92Q: 3 clusters Score -4505606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -4505603.500000 Penalty: 3407.808105
	Iteration 93Q: 3 clusters Score -4505604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -4505607.000000 Penalty: 3407.808105
	Iteration 94Q: 3 clusters Score -4505607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -4505611.500000 Penalty: 3407.808105
	Iteration 95Q: 3 clusters Score -4505612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -4505616.000000 Penalty: 3407.808105
	Iteration 96Q: 3 clusters Score -4505616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -4505624.500000 Penalty: 3407.808105
	Iteration 97Q: 3 clusters Score -4505624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -4505619.500000 Penalty: 3407.808105
	Iteration 98Q: 3 clusters Score -4505620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -4505628.000000 Penalty: 3407.808105
	Iteration 99Q: 3 clusters Score -4505628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -4505634.000000 Penalty: 3407.808105
	Iteration 100F: 3 clusters Score -4505634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -4505641.000000 Penalty: 3407.808105
	Iteration 101Q: 3 clusters Score -4505641 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -4505637.500000 Penalty: 3407.808105
	Iteration 102Q: 3 clusters Score -4505638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -4505646.000000 Penalty: 3407.808105
	Iteration 103Q: 3 clusters Score -4505646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -4505642.500000 Penalty: 3407.808105
	Iteration 104Q: 3 clusters Score -4505642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -4505647.500000 Penalty: 3407.808105
	Iteration 105Q: 3 clusters Score -4505648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -4505657.000000 Penalty: 3407.808105
	Iteration 106Q: 3 clusters Score -4505657 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -4505662.500000 Penalty: 3407.808105
	Iteration 107Q: 3 clusters Score -4505662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -4505668.500000 Penalty: 3407.808105
	Iteration 108Q: 3 clusters Score -4505668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -4505667.500000 Penalty: 3407.808105
	Iteration 109Q: 3 clusters Score -4505668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -4505665.000000 Penalty: 3407.808105
	Iteration 110Q: 3 clusters Score -4505665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -4505670.000000 Penalty: 3407.808105
	Iteration 111Q: 3 clusters Score -4505670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -4505676.500000 Penalty: 3407.808105
	Iteration 112Q: 3 clusters Score -4505676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4505670 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -4505675.500000 Penalty: 3407.808105
	Iteration 114Q: 3 clusters Score -4505676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -4505671.500000 Penalty: 3407.808105
	Iteration 115Q: 3 clusters Score -4505672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -4505674.000000 Penalty: 3407.808105
	Iteration 116Q: 3 clusters Score -4505674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4505674 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 33466 members 
Entering Unmasked Estep 
Score: -4505681.500000 Penalty: 3407.808105
	Iteration 118Q: 3 clusters Score -4505682 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -4505683.500000 Penalty: 3407.808105
	Iteration 119Q: 3 clusters Score -4505684 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -4505693.500000 Penalty: 3407.808105
	Iteration 120F: 3 clusters Score -4505694 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -4505700.000000 Penalty: 3407.808105
	Iteration 121Q: 3 clusters Score -4505700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -4505708.000000 Penalty: 3407.808105
	Iteration 122Q: 3 clusters Score -4505708 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -4505712.000000 Penalty: 3407.808105
	Iteration 123Q: 3 clusters Score -4505712 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -4505715.500000 Penalty: 3407.808105
	Iteration 124Q: 3 clusters Score -4505716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -4505722.000000 Penalty: 3407.808105
	Iteration 125Q: 3 clusters Score -4505722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -4505723.500000 Penalty: 3407.808105
	Iteration 126Q: 3 clusters Score -4505724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -4505733.000000 Penalty: 3407.808105
	Iteration 127Q: 3 clusters Score -4505733 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -4505735.000000 Penalty: 3407.808105
	Iteration 128Q: 3 clusters Score -4505735 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -4505734.000000 Penalty: 3407.808105
	Iteration 129Q: 3 clusters Score -4505734 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4505736 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -4505737.500000 Penalty: 3407.808105
	Iteration 131Q: 3 clusters Score -4505738 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -4505744.000000 Penalty: 3407.808105
	Iteration 132Q: 3 clusters Score -4505744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -4505747.000000 Penalty: 3407.808105
	Iteration 133Q: 3 clusters Score -4505747 nChanged 7
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Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -4505746.500000 Penalty: 3407.808105
	Iteration 134Q: 3 clusters Score -4505746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -4505757.500000 Penalty: 3407.808105
	Iteration 135Q: 3 clusters Score -4505758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -4505761.000000 Penalty: 3407.808105
	Iteration 136Q: 3 clusters Score -4505761 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -4505761.500000 Penalty: 3407.808105
	Iteration 137Q: 3 clusters Score -4505762 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4505757 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4505763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -4505766.000000 Penalty: 3407.808105
	Iteration 140F: 3 clusters Score -4505766 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -4505772.500000 Penalty: 3407.808105
	Iteration 141Q: 3 clusters Score -4505772 nChanged 39
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Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -4505785.000000 Penalty: 3407.808105
	Iteration 142Q: 3 clusters Score -4505785 nChanged 46
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Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4505790 nChanged 36
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Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -4505803.500000 Penalty: 3407.808105
	Iteration 144Q: 3 clusters Score -4505804 nChanged 32
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Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -4505828.500000 Penalty: 3407.808105
	Iteration 145Q: 3 clusters Score -4505828 nChanged 29
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Mstep: Class 1 contains 1737 members 
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Entering Unmasked Estep 
Score: -4505834.500000 Penalty: 3407.808105
	Iteration 146Q: 3 clusters Score -4505834 nChanged 31
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Mstep: Class 1 contains 1708 members 
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Entering Unmasked Estep 
Score: -4505831.500000 Penalty: 3407.808105
	Iteration 147Q: 3 clusters Score -4505832 nChanged 26
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Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -4505846.500000 Penalty: 3407.808105
	Iteration 148Q: 3 clusters Score -4505846 nChanged 25
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Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4505856 nChanged 19
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Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -4505858.500000 Penalty: 3407.808105
	Iteration 150Q: 3 clusters Score -4505858 nChanged 17
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Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4505862 nChanged 20
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Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -4505868.000000 Penalty: 3407.808105
	Iteration 152Q: 3 clusters Score -4505868 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -4505865.500000 Penalty: 3407.808105
	Iteration 153Q: 3 clusters Score -4505866 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -4505866 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 34203 members 
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	Iteration 155Q: 3 clusters Score -4505865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -4505871.000000 Penalty: 3407.808105
	Iteration 156Q: 3 clusters Score -4505871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -4505870.000000 Penalty: 3407.808105
	Iteration 157Q: 3 clusters Score -4505870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -4505869.500000 Penalty: 3407.808105
	Iteration 158Q: 3 clusters Score -4505870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -4505871.500000 Penalty: 3407.808105
	Iteration 159Q: 3 clusters Score -4505872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -4505875.000000 Penalty: 3407.808105
	Iteration 160F: 3 clusters Score -4505875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -4505874.500000 Penalty: 3407.808105
	Iteration 161Q: 3 clusters Score -4505874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -4505873.500000 Penalty: 3407.808105
	Iteration 162Q: 3 clusters Score -4505874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -4505877.500000 Penalty: 3407.808105
	Iteration 163Q: 3 clusters Score -4505878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -4505876.000000 Penalty: 3407.808105
	Iteration 164Q: 3 clusters Score -4505876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -4505873.000000 Penalty: 3407.808105
	Iteration 165Q: 3 clusters Score -4505873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -4505871.500000 Penalty: 3407.808105
	Iteration 166Q: 3 clusters Score -4505872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -4505872.000000 Penalty: 3407.808105
	Iteration 167Q: 3 clusters Score -4505872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -4505872.000000 Penalty: 3407.808105
	Iteration 168F: 3 clusters Score -4505872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Entering Unmasked Estep 
Score: -1273098.875000 Penalty: 1498.714966
	Iteration 0F: 2 clusters Score -1273099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1265813.125000 Penalty: 2997.429932
	Iteration 0F: 3 clusters Score -1265813 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1268163.875000 Penalty: 2997.429932
	Iteration 1F: 3 clusters Score -1268164 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1268465.000000 Penalty: 2997.429932
	Iteration 2F: 3 clusters Score -1268465 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1268781.375000 Penalty: 2997.429932
	Iteration 3F: 3 clusters Score -1268781 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1269191.250000 Penalty: 2997.429932
	Iteration 4F: 3 clusters Score -1269191 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1269768.750000 Penalty: 2997.429932
	Iteration 5F: 3 clusters Score -1269769 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1270354.125000 Penalty: 2997.429932
	Iteration 6F: 3 clusters Score -1270354 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1270928.625000 Penalty: 2997.429932
	Iteration 7F: 3 clusters Score -1270929 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1271355.875000 Penalty: 2997.429932
	Iteration 8F: 3 clusters Score -1271356 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1271670.875000 Penalty: 2997.429932
	Iteration 9Q: 3 clusters Score -1271671 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1271887.500000 Penalty: 2997.429932
	Iteration 10Q: 3 clusters Score -1271888 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1272013.375000 Penalty: 2997.429932
	Iteration 11Q: 3 clusters Score -1272013 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1272078.375000 Penalty: 2997.429932
	Iteration 12Q: 3 clusters Score -1272078 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1272123.500000 Penalty: 2997.429932
	Iteration 13Q: 3 clusters Score -1272124 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1272157.500000 Penalty: 2997.429932
	Iteration 14Q: 3 clusters Score -1272158 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1272191.750000 Penalty: 2997.429932
	Iteration 15Q: 3 clusters Score -1272192 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1272200.250000 Penalty: 2997.429932
	Iteration 16Q: 3 clusters Score -1272200 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1272216.750000 Penalty: 2997.429932
	Iteration 17Q: 3 clusters Score -1272217 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1272239.250000 Penalty: 2997.429932
	Iteration 18Q: 3 clusters Score -1272239 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1272247.875000 Penalty: 2997.429932
	Iteration 19Q: 3 clusters Score -1272248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1272256.875000 Penalty: 2997.429932
	Iteration 20F: 3 clusters Score -1272257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1272263.000000 Penalty: 2997.429932
	Iteration 21Q: 3 clusters Score -1272263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1272269.500000 Penalty: 2997.429932
	Iteration 22Q: 3 clusters Score -1272270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1272278.375000 Penalty: 2997.429932
	Iteration 23Q: 3 clusters Score -1272278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1272288.250000 Penalty: 2997.429932
	Iteration 24Q: 3 clusters Score -1272288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1272291.625000 Penalty: 2997.429932
	Iteration 25Q: 3 clusters Score -1272292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1272300.000000 Penalty: 2997.429932
	Iteration 26Q: 3 clusters Score -1272300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1272309.750000 Penalty: 2997.429932
	Iteration 27Q: 3 clusters Score -1272310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1272321.875000 Penalty: 2997.429932
	Iteration 28Q: 3 clusters Score -1272322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1272336.375000 Penalty: 2997.429932
	Iteration 29Q: 3 clusters Score -1272336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1272349.500000 Penalty: 2997.429932
	Iteration 30Q: 3 clusters Score -1272350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1272353.625000 Penalty: 2997.429932
	Iteration 31Q: 3 clusters Score -1272354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1272358.750000 Penalty: 2997.429932
	Iteration 32Q: 3 clusters Score -1272359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1272364.500000 Penalty: 2997.429932
	Iteration 33Q: 3 clusters Score -1272364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1272369.250000 Penalty: 2997.429932
	Iteration 34Q: 3 clusters Score -1272369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1272373.625000 Penalty: 2997.429932
	Iteration 35Q: 3 clusters Score -1272374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1272377.625000 Penalty: 2997.429932
	Iteration 36Q: 3 clusters Score -1272378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1272378.625000 Penalty: 2997.429932
	Iteration 37Q: 3 clusters Score -1272379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1272380.750000 Penalty: 2997.429932
	Iteration 38Q: 3 clusters Score -1272381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1272381.750000 Penalty: 2997.429932
	Iteration 39Q: 3 clusters Score -1272382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1272382.125000 Penalty: 2997.429932
	Iteration 40F: 3 clusters Score -1272382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1272385.125000 Penalty: 2997.429932
	Iteration 41Q: 3 clusters Score -1272385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1272382.375000 Penalty: 2997.429932
	Iteration 42Q: 3 clusters Score -1272382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1272382.000000 Penalty: 2997.429932
	Iteration 43Q: 3 clusters Score -1272382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1272382.000000 Penalty: 2997.429932
	Iteration 44F: 3 clusters Score -1272382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Entering Unmasked Estep 
Score: -609810.250000 Penalty: 1381.257568
	Iteration 0F: 2 clusters Score -609810.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -605850.187500 Penalty: 2762.515137
	Iteration 0F: 3 clusters Score -605850.2 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -606910.437500 Penalty: 2762.515137
	Iteration 1F: 3 clusters Score -606910.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -607097.062500 Penalty: 2762.515137
	Iteration 2F: 3 clusters Score -607097.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -607227.375000 Penalty: 2762.515137
	Iteration 3F: 3 clusters Score -607227.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -607343.625000 Penalty: 2762.515137
	Iteration 4Q: 3 clusters Score -607343.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -607433.812500 Penalty: 2762.515137
	Iteration 5Q: 3 clusters Score -607433.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -607522.125000 Penalty: 2762.515137
	Iteration 6Q: 3 clusters Score -607522.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -607596.937500 Penalty: 2762.515137
	Iteration 7Q: 3 clusters Score -607596.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -607691.375000 Penalty: 2762.515137
	Iteration 8Q: 3 clusters Score -607691.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -607805.687500 Penalty: 2762.515137
	Iteration 9Q: 3 clusters Score -607805.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -607938.375000 Penalty: 2762.515137
	Iteration 10Q: 3 clusters Score -607938.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -608066.062500 Penalty: 2762.515137
	Iteration 11Q: 3 clusters Score -608066.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -608174.750000 Penalty: 2762.515137
	Iteration 12Q: 3 clusters Score -608174.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -608285.500000 Penalty: 2762.515137
	Iteration 13Q: 3 clusters Score -608285.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -608364.562500 Penalty: 2762.515137
	Iteration 14Q: 3 clusters Score -608364.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -608424.812500 Penalty: 2762.515137
	Iteration 15Q: 3 clusters Score -608424.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -608462.187500 Penalty: 2762.515137
	Iteration 16Q: 3 clusters Score -608462.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -608501.062500 Penalty: 2762.515137
	Iteration 17Q: 3 clusters Score -608501.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -608539.000000 Penalty: 2762.515137
	Iteration 18Q: 3 clusters Score -608539 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -608567.062500 Penalty: 2762.515137
	Iteration 19Q: 3 clusters Score -608567.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -608596.375000 Penalty: 2762.515137
	Iteration 20F: 3 clusters Score -608596.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -608614.937500 Penalty: 2762.515137
	Iteration 21Q: 3 clusters Score -608614.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -608628.812500 Penalty: 2762.515137
	Iteration 22Q: 3 clusters Score -608628.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -608639.875000 Penalty: 2762.515137
	Iteration 23Q: 3 clusters Score -608639.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -608649.437500 Penalty: 2762.515137
	Iteration 24Q: 3 clusters Score -608649.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -608654.000000 Penalty: 2762.515137
	Iteration 25Q: 3 clusters Score -608654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -608660.250000 Penalty: 2762.515137
	Iteration 26Q: 3 clusters Score -608660.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -608669.062500 Penalty: 2762.515137
	Iteration 27Q: 3 clusters Score -608669.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -608677.750000 Penalty: 2762.515137
	Iteration 28Q: 3 clusters Score -608677.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -608683.000000 Penalty: 2762.515137
	Iteration 29Q: 3 clusters Score -608683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -608687.625000 Penalty: 2762.515137
	Iteration 30Q: 3 clusters Score -608687.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -608690.000000 Penalty: 2762.515137
	Iteration 31Q: 3 clusters Score -608690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -608691.687500 Penalty: 2762.515137
	Iteration 32Q: 3 clusters Score -608691.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -608691.875000 Penalty: 2762.515137
	Iteration 33Q: 3 clusters Score -608691.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -608692.875000 Penalty: 2762.515137
	Iteration 34Q: 3 clusters Score -608692.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -608692.375000 Penalty: 2762.515137
	Iteration 35Q: 3 clusters Score -608692.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -608692.875000 Penalty: 2762.515137
	Iteration 36Q: 3 clusters Score -608692.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -608692.875000 Penalty: 2762.515137
	Iteration 37F: 3 clusters Score -608692.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Entering Unmasked Estep 
Score: -171923.390625 Penalty: 1194.250000
	Iteration 0F: 2 clusters Score -171923.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -170168.046875 Penalty: 2388.500000
	Iteration 0F: 3 clusters Score -170168 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -171113.468750 Penalty: 2388.500000
	Iteration 1F: 3 clusters Score -171113.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -171782.265625 Penalty: 2388.500000
	Iteration 2F: 3 clusters Score -171782.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -172231.984375 Penalty: 2388.500000
	Iteration 3F: 3 clusters Score -172232 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -172360.093750 Penalty: 2388.500000
	Iteration 4F: 3 clusters Score -172360.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -172426.421875 Penalty: 2388.500000
	Iteration 5Q: 3 clusters Score -172426.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -172474.828125 Penalty: 2388.500000
	Iteration 6Q: 3 clusters Score -172474.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -172520.000000 Penalty: 2388.500000
	Iteration 7Q: 3 clusters Score -172520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -172572.296875 Penalty: 2388.500000
	Iteration 8Q: 3 clusters Score -172572.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -172602.421875 Penalty: 2388.500000
	Iteration 9Q: 3 clusters Score -172602.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -172617.265625 Penalty: 2388.500000
	Iteration 10Q: 3 clusters Score -172617.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -172628.859375 Penalty: 2388.500000
	Iteration 11Q: 3 clusters Score -172628.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -172636.046875 Penalty: 2388.500000
	Iteration 12Q: 3 clusters Score -172636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -172639.125000 Penalty: 2388.500000
	Iteration 13Q: 3 clusters Score -172639.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -172639.125000 Penalty: 2388.500000
	Iteration 14F: 3 clusters Score -172639.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 102802 members 
Mstep: Class 3 contains 7542 members 
Mstep: Class 4 contains 512 members 
Mstep: Class 5 contains 35795 members 
Mstep: Class 6 contains 10126 members 
Mstep: Class 7 contains 4915 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 103459 members 
Mstep: Class 11 contains 9409 members 
Mstep: Class 12 contains 110345 members 
Mstep: Class 13 contains 13834 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 6586 members 
Mstep: Class 16 contains 8808 members 
Mstep: Class 17 contains 18509 members 
Mstep: Class 18 contains 787 members 
Mstep: Class 19 contains 93892 members 
Mstep: Class 20 contains 27482 members 
Mstep: Class 21 contains 83218 members 
Mstep: Class 22 contains 1682 members 
Mstep: Class 23 contains 5462 members 
Mstep: Class 24 contains 9680 members 
Mstep: Class 25 contains 79894 members 
Mstep: Class 26 contains 33968 members 
Mstep: Class 27 contains 1172 members 
Mstep: Class 28 contains 110444 members 
Mstep: Class 29 contains 8885 members 
Mstep: Class 30 contains 2698 members 
Mstep: Class 31 contains 4468 members 
Mstep: Class 32 contains 542 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 424 members 
Entering Unmasked Estep 
Score: -111751160.000000 Penalty: 75860.640625
Splitting cluster 8 changes total score from -111751584.000000 to -111751160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (6091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Entering Unmasked Estep 
Score: -778950.875000 Penalty: 1416.117188
	Iteration 0F: 2 clusters Score -778950.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -774322.500000 Penalty: 2832.234375
	Iteration 0F: 3 clusters Score -774322.5 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -775639.375000 Penalty: 2832.234375
	Iteration 1F: 3 clusters Score -775639.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -775840.687500 Penalty: 2832.234375
	Iteration 2F: 3 clusters Score -775840.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -775964.437500 Penalty: 2832.234375
	Iteration 3Q: 3 clusters Score -775964.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -776065.875000 Penalty: 2832.234375
	Iteration 4Q: 3 clusters Score -776065.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -776158.000000 Penalty: 2832.234375
	Iteration 5Q: 3 clusters Score -776158 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -776234.500000 Penalty: 2832.234375
	Iteration 6Q: 3 clusters Score -776234.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -776304.062500 Penalty: 2832.234375
	Iteration 7Q: 3 clusters Score -776304.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -776386.000000 Penalty: 2832.234375
	Iteration 8Q: 3 clusters Score -776386 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -776480.375000 Penalty: 2832.234375
	Iteration 9Q: 3 clusters Score -776480.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -776581.562500 Penalty: 2832.234375
	Iteration 10Q: 3 clusters Score -776581.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -776675.500000 Penalty: 2832.234375
	Iteration 11Q: 3 clusters Score -776675.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -776778.625000 Penalty: 2832.234375
	Iteration 12Q: 3 clusters Score -776778.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -776878.875000 Penalty: 2832.234375
	Iteration 13Q: 3 clusters Score -776878.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -776958.812500 Penalty: 2832.234375
	Iteration 14Q: 3 clusters Score -776958.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -777041.187500 Penalty: 2832.234375
	Iteration 15Q: 3 clusters Score -777041.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -777131.187500 Penalty: 2832.234375
	Iteration 16Q: 3 clusters Score -777131.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -777211.250000 Penalty: 2832.234375
	Iteration 17Q: 3 clusters Score -777211.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -777287.375000 Penalty: 2832.234375
	Iteration 18Q: 3 clusters Score -777287.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -777353.062500 Penalty: 2832.234375
	Iteration 19Q: 3 clusters Score -777353.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -777412.062500 Penalty: 2832.234375
	Iteration 20F: 3 clusters Score -777412.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -777470.875000 Penalty: 2832.234375
	Iteration 21Q: 3 clusters Score -777470.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -777519.437500 Penalty: 2832.234375
	Iteration 22Q: 3 clusters Score -777519.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -777567.500000 Penalty: 2832.234375
	Iteration 23Q: 3 clusters Score -777567.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -777601.500000 Penalty: 2832.234375
	Iteration 24Q: 3 clusters Score -777601.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -777632.812500 Penalty: 2832.234375
	Iteration 25Q: 3 clusters Score -777632.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -777648.937500 Penalty: 2832.234375
	Iteration 26Q: 3 clusters Score -777648.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -777662.312500 Penalty: 2832.234375
	Iteration 27Q: 3 clusters Score -777662.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -777674.250000 Penalty: 2832.234375
	Iteration 28Q: 3 clusters Score -777674.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -777686.875000 Penalty: 2832.234375
	Iteration 29Q: 3 clusters Score -777686.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -777695.437500 Penalty: 2832.234375
	Iteration 30Q: 3 clusters Score -777695.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -777700.750000 Penalty: 2832.234375
	Iteration 31Q: 3 clusters Score -777700.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -777702.937500 Penalty: 2832.234375
	Iteration 32Q: 3 clusters Score -777702.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -777704.375000 Penalty: 2832.234375
	Iteration 33Q: 3 clusters Score -777704.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -777705.875000 Penalty: 2832.234375
	Iteration 34Q: 3 clusters Score -777705.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -777707.562500 Penalty: 2832.234375
	Iteration 35Q: 3 clusters Score -777707.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -777710.687500 Penalty: 2832.234375
	Iteration 36Q: 3 clusters Score -777710.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -777711.812500 Penalty: 2832.234375
	Iteration 37Q: 3 clusters Score -777711.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -777711.937500 Penalty: 2832.234375
	Iteration 38Q: 3 clusters Score -777711.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -777711.937500 Penalty: 2832.234375
	Iteration 39F: 3 clusters Score -777711.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (103459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103459 members 
Entering Unmasked Estep 
Score: -13014091.000000 Penalty: 1876.376221
	Iteration 0F: 2 clusters Score -1.301409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51906 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -12947757.000000 Penalty: 3752.752441
	Iteration 0F: 3 clusters Score -1.294776e+07 nChanged 49310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55010 members 
Mstep: Class 2 contains 48449 members 
Entering Unmasked Estep 
Score: -12976337.000000 Penalty: 3752.752441
	Iteration 1F: 3 clusters Score -1.297634e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57128 members 
Mstep: Class 2 contains 46331 members 
Entering Unmasked Estep 
Score: -12977451.000000 Penalty: 3752.752441
	Iteration 2Q: 3 clusters Score -1.297745e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60326 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -12979111.000000 Penalty: 3752.752441
	Iteration 3Q: 3 clusters Score -1.297911e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65004 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -12981736.000000 Penalty: 3752.752441
	Iteration 4F: 3 clusters Score -1.298174e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71346 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -12986029.000000 Penalty: 3752.752441
	Iteration 5F: 3 clusters Score -1.298603e+07 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79159 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -12992344.000000 Penalty: 3752.752441
	Iteration 6F: 3 clusters Score -1.299234e+07 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87073 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -12999542.000000 Penalty: 3752.752441
	Iteration 7F: 3 clusters Score -1.299954e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93359 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -13005862.000000 Penalty: 3752.752441
	Iteration 8F: 3 clusters Score -1.300586e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97280 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -13009951.000000 Penalty: 3752.752441
	Iteration 9Q: 3 clusters Score -1.300995e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99795 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -13011692.000000 Penalty: 3752.752441
	Iteration 10Q: 3 clusters Score -1.301169e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101340 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -13012387.000000 Penalty: 3752.752441
	Iteration 11Q: 3 clusters Score -1.301239e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102235 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -13012675.000000 Penalty: 3752.752441
	Iteration 12Q: 3 clusters Score -1.301268e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102664 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -13012663.000000 Penalty: 3752.752441
	Iteration 13Q: 3 clusters Score -1.301266e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102877 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -13012644.000000 Penalty: 3752.752441
	Iteration 14Q: 3 clusters Score -1.301264e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103006 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -13012631.000000 Penalty: 3752.752441
	Iteration 15Q: 3 clusters Score -1.301263e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103068 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -13012658.000000 Penalty: 3752.752441
	Iteration 16Q: 3 clusters Score -1.301266e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103113 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -13012662.000000 Penalty: 3752.752441
	Iteration 17Q: 3 clusters Score -1.301266e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103143 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -13012679.000000 Penalty: 3752.752441
	Iteration 18Q: 3 clusters Score -1.301268e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103157 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -13012691.000000 Penalty: 3752.752441
	Iteration 19Q: 3 clusters Score -1.301269e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103171 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -13012690.000000 Penalty: 3752.752441
	Iteration 20F: 3 clusters Score -1.301269e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103175 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -13012694.000000 Penalty: 3752.752441
	Iteration 21Q: 3 clusters Score -1.301269e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103178 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -13012699.000000 Penalty: 3752.752441
	Iteration 22Q: 3 clusters Score -1.30127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103180 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -13012702.000000 Penalty: 3752.752441
	Iteration 23Q: 3 clusters Score -1.30127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103182 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -13012692.000000 Penalty: 3752.752441
	Iteration 24Q: 3 clusters Score -1.301269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103183 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -13012692.000000 Penalty: 3752.752441
	Iteration 25Q: 3 clusters Score -1.301269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103184 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -13012700.000000 Penalty: 3752.752441
	Iteration 26Q: 3 clusters Score -1.30127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103184 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -13012700.000000 Penalty: 3752.752441
	Iteration 27F: 3 clusters Score -1.30127e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Entering Unmasked Estep 
Score: -1174602.875000 Penalty: 1486.781006
	Iteration 0F: 2 clusters Score -1174603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1167799.500000 Penalty: 2973.562012
	Iteration 0F: 3 clusters Score -1167800 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1170380.250000 Penalty: 2973.562012
	Iteration 1F: 3 clusters Score -1170380 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1171104.250000 Penalty: 2973.562012
	Iteration 2F: 3 clusters Score -1171104 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1171874.625000 Penalty: 2973.562012
	Iteration 3F: 3 clusters Score -1171875 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1172575.125000 Penalty: 2973.562012
	Iteration 4F: 3 clusters Score -1172575 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1173040.750000 Penalty: 2973.562012
	Iteration 5F: 3 clusters Score -1173041 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1173285.500000 Penalty: 2973.562012
	Iteration 6Q: 3 clusters Score -1173286 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1173403.250000 Penalty: 2973.562012
	Iteration 7Q: 3 clusters Score -1173403 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1173473.750000 Penalty: 2973.562012
	Iteration 8Q: 3 clusters Score -1173474 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1173519.750000 Penalty: 2973.562012
	Iteration 9Q: 3 clusters Score -1173520 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1173545.375000 Penalty: 2973.562012
	Iteration 10Q: 3 clusters Score -1173545 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1173564.750000 Penalty: 2973.562012
	Iteration 11Q: 3 clusters Score -1173565 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1173577.875000 Penalty: 2973.562012
	Iteration 12Q: 3 clusters Score -1173578 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1173586.125000 Penalty: 2973.562012
	Iteration 13Q: 3 clusters Score -1173586 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1173595.500000 Penalty: 2973.562012
	Iteration 14Q: 3 clusters Score -1173596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1173602.375000 Penalty: 2973.562012
	Iteration 15Q: 3 clusters Score -1173602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1173610.000000 Penalty: 2973.562012
	Iteration 16Q: 3 clusters Score -1173610 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1173616.750000 Penalty: 2973.562012
	Iteration 17Q: 3 clusters Score -1173617 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1173626.000000 Penalty: 2973.562012
	Iteration 18Q: 3 clusters Score -1173626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1173632.000000 Penalty: 2973.562012
	Iteration 19Q: 3 clusters Score -1173632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1173632.875000 Penalty: 2973.562012
	Iteration 20F: 3 clusters Score -1173633 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1173637.250000 Penalty: 2973.562012
	Iteration 21Q: 3 clusters Score -1173637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1173645.625000 Penalty: 2973.562012
	Iteration 22Q: 3 clusters Score -1173646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1173647.375000 Penalty: 2973.562012
	Iteration 23Q: 3 clusters Score -1173647 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1173651.875000 Penalty: 2973.562012
	Iteration 24Q: 3 clusters Score -1173652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1173654.500000 Penalty: 2973.562012
	Iteration 25Q: 3 clusters Score -1173654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1173659.250000 Penalty: 2973.562012
	Iteration 26Q: 3 clusters Score -1173659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1173661.500000 Penalty: 2973.562012
	Iteration 27Q: 3 clusters Score -1173662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1173662.875000 Penalty: 2973.562012
	Iteration 28Q: 3 clusters Score -1173663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1173668.500000 Penalty: 2973.562012
	Iteration 29Q: 3 clusters Score -1173668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1173673.625000 Penalty: 2973.562012
	Iteration 30Q: 3 clusters Score -1173674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1173678.250000 Penalty: 2973.562012
	Iteration 31Q: 3 clusters Score -1173678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1173683.625000 Penalty: 2973.562012
	Iteration 32Q: 3 clusters Score -1173684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1173693.000000 Penalty: 2973.562012
	Iteration 33Q: 3 clusters Score -1173693 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1173697.750000 Penalty: 2973.562012
	Iteration 34Q: 3 clusters Score -1173698 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1173707.000000 Penalty: 2973.562012
	Iteration 35Q: 3 clusters Score -1173707 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1173715.125000 Penalty: 2973.562012
	Iteration 36Q: 3 clusters Score -1173715 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1173722.500000 Penalty: 2973.562012
	Iteration 37Q: 3 clusters Score -1173722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1173725.250000 Penalty: 2973.562012
	Iteration 38Q: 3 clusters Score -1173725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1173725.375000 Penalty: 2973.562012
	Iteration 39Q: 3 clusters Score -1173725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1173727.625000 Penalty: 2973.562012
	Iteration 40F: 3 clusters Score -1173728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1173729.875000 Penalty: 2973.562012
	Iteration 41Q: 3 clusters Score -1173730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1173729.375000 Penalty: 2973.562012
	Iteration 42Q: 3 clusters Score -1173729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1173735.875000 Penalty: 2973.562012
	Iteration 43Q: 3 clusters Score -1173736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1173741.500000 Penalty: 2973.562012
	Iteration 44Q: 3 clusters Score -1173742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1173748.500000 Penalty: 2973.562012
	Iteration 45Q: 3 clusters Score -1173748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1173750.875000 Penalty: 2973.562012
	Iteration 46Q: 3 clusters Score -1173751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1173754.250000 Penalty: 2973.562012
	Iteration 47Q: 3 clusters Score -1173754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1173757.000000 Penalty: 2973.562012
	Iteration 48Q: 3 clusters Score -1173757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1173758.875000 Penalty: 2973.562012
	Iteration 49Q: 3 clusters Score -1173759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1173756.250000 Penalty: 2973.562012
	Iteration 50Q: 3 clusters Score -1173756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1173756.500000 Penalty: 2973.562012
	Iteration 51Q: 3 clusters Score -1173756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1173758.125000 Penalty: 2973.562012
	Iteration 52Q: 3 clusters Score -1173758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1173756.750000 Penalty: 2973.562012
	Iteration 53Q: 3 clusters Score -1173757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1173760.000000 Penalty: 2973.562012
	Iteration 54Q: 3 clusters Score -1173760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1173762.375000 Penalty: 2973.562012
	Iteration 55Q: 3 clusters Score -1173762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1173763.875000 Penalty: 2973.562012
	Iteration 56Q: 3 clusters Score -1173764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1173762.000000 Penalty: 2973.562012
	Iteration 57Q: 3 clusters Score -1173762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1173766.125000 Penalty: 2973.562012
	Iteration 58Q: 3 clusters Score -1173766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1173769.875000 Penalty: 2973.562012
	Iteration 59Q: 3 clusters Score -1173770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1173773.875000 Penalty: 2973.562012
	Iteration 60F: 3 clusters Score -1173774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1173773.750000 Penalty: 2973.562012
	Iteration 61Q: 3 clusters Score -1173774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1173773.625000 Penalty: 2973.562012
	Iteration 62Q: 3 clusters Score -1173774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1173771.000000 Penalty: 2973.562012
	Iteration 63Q: 3 clusters Score -1173771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1173770.625000 Penalty: 2973.562012
	Iteration 64Q: 3 clusters Score -1173771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1173770.625000 Penalty: 2973.562012
	Iteration 65Q: 3 clusters Score -1173771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1173772.500000 Penalty: 2973.562012
	Iteration 66Q: 3 clusters Score -1173772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1173774.250000 Penalty: 2973.562012
	Iteration 67Q: 3 clusters Score -1173774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1173774.500000 Penalty: 2973.562012
	Iteration 68Q: 3 clusters Score -1173774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1173773.750000 Penalty: 2973.562012
	Iteration 69Q: 3 clusters Score -1173774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1173777.875000 Penalty: 2973.562012
	Iteration 70Q: 3 clusters Score -1173778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1173781.125000 Penalty: 2973.562012
	Iteration 71Q: 3 clusters Score -1173781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1173778.875000 Penalty: 2973.562012
	Iteration 72Q: 3 clusters Score -1173779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1173778.375000 Penalty: 2973.562012
	Iteration 73Q: 3 clusters Score -1173778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1173780.625000 Penalty: 2973.562012
	Iteration 74Q: 3 clusters Score -1173781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1173782.750000 Penalty: 2973.562012
	Iteration 75Q: 3 clusters Score -1173783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1173783.625000 Penalty: 2973.562012
	Iteration 76Q: 3 clusters Score -1173784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1173785.000000 Penalty: 2973.562012
	Iteration 77Q: 3 clusters Score -1173785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1173783.000000 Penalty: 2973.562012
	Iteration 78Q: 3 clusters Score -1173783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1173785.875000 Penalty: 2973.562012
	Iteration 79Q: 3 clusters Score -1173786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1173783.500000 Penalty: 2973.562012
	Iteration 80F: 3 clusters Score -1173784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1173784.750000 Penalty: 2973.562012
	Iteration 81Q: 3 clusters Score -1173785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1173785.625000 Penalty: 2973.562012
	Iteration 82Q: 3 clusters Score -1173786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1173784.625000 Penalty: 2973.562012
	Iteration 83Q: 3 clusters Score -1173785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1173786.500000 Penalty: 2973.562012
	Iteration 84Q: 3 clusters Score -1173786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1173788.250000 Penalty: 2973.562012
	Iteration 85Q: 3 clusters Score -1173788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1173789.000000 Penalty: 2973.562012
	Iteration 86Q: 3 clusters Score -1173789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1173792.500000 Penalty: 2973.562012
	Iteration 87Q: 3 clusters Score -1173792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1173794.125000 Penalty: 2973.562012
	Iteration 88Q: 3 clusters Score -1173794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1173796.875000 Penalty: 2973.562012
	Iteration 89Q: 3 clusters Score -1173797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1173796.500000 Penalty: 2973.562012
	Iteration 90Q: 3 clusters Score -1173796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1173797.750000 Penalty: 2973.562012
	Iteration 91Q: 3 clusters Score -1173798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1173797.750000 Penalty: 2973.562012
	Iteration 92F: 3 clusters Score -1173798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (110345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110345 members 
Entering Unmasked Estep 
Score: -13888923.000000 Penalty: 1886.847168
	Iteration 0F: 2 clusters Score -1.388892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55084 members 
Mstep: Class 2 contains 55261 members 
Entering Unmasked Estep 
Score: -13819341.000000 Penalty: 3773.694336
	Iteration 0F: 3 clusters Score -1.381934e+07 nChanged 52786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54070 members 
Mstep: Class 2 contains 56275 members 
Entering Unmasked Estep 
Score: -13850159.000000 Penalty: 3773.694336
	Iteration 1F: 3 clusters Score -1.385016e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53318 members 
Mstep: Class 2 contains 57027 members 
Entering Unmasked Estep 
Score: -13850841.000000 Penalty: 3773.694336
	Iteration 2Q: 3 clusters Score -1.385084e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52106 members 
Mstep: Class 2 contains 58239 members 
Entering Unmasked Estep 
Score: -13851807.000000 Penalty: 3773.694336
	Iteration 3Q: 3 clusters Score -1.385181e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Mstep: Class 2 contains 60161 members 
Entering Unmasked Estep 
Score: -13853093.000000 Penalty: 3773.694336
	Iteration 4Q: 3 clusters Score -1.385309e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 62997 members 
Entering Unmasked Estep 
Score: -13855014.000000 Penalty: 3773.694336
	Iteration 5Q: 3 clusters Score -1.385501e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 66886 members 
Entering Unmasked Estep 
Score: -13858103.000000 Penalty: 3773.694336
	Iteration 6F: 3 clusters Score -1.38581e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 71971 members 
Entering Unmasked Estep 
Score: -13863166.000000 Penalty: 3773.694336
	Iteration 7F: 3 clusters Score -1.386317e+07 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 77476 members 
Entering Unmasked Estep 
Score: -13869310.000000 Penalty: 3773.694336
	Iteration 8F: 3 clusters Score -1.386931e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 82302 members 
Entering Unmasked Estep 
Score: -13874988.000000 Penalty: 3773.694336
	Iteration 9F: 3 clusters Score -1.387499e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 85793 members 
Entering Unmasked Estep 
Score: -13878493.000000 Penalty: 3773.694336
	Iteration 10Q: 3 clusters Score -1.387849e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 88420 members 
Entering Unmasked Estep 
Score: -13880315.000000 Penalty: 3773.694336
	Iteration 11Q: 3 clusters Score -1.388032e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 90790 members 
Entering Unmasked Estep 
Score: -13881596.000000 Penalty: 3773.694336
	Iteration 12Q: 3 clusters Score -1.38816e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 92958 members 
Entering Unmasked Estep 
Score: -13882635.000000 Penalty: 3773.694336
	Iteration 13Q: 3 clusters Score -1.388264e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 95071 members 
Entering Unmasked Estep 
Score: -13883442.000000 Penalty: 3773.694336
	Iteration 14Q: 3 clusters Score -1.388344e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 97077 members 
Entering Unmasked Estep 
Score: -13884463.000000 Penalty: 3773.694336
	Iteration 15Q: 3 clusters Score -1.388446e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 98951 members 
Entering Unmasked Estep 
Score: -13885480.000000 Penalty: 3773.694336
	Iteration 16Q: 3 clusters Score -1.388548e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 100637 members 
Entering Unmasked Estep 
Score: -13886228.000000 Penalty: 3773.694336
	Iteration 17Q: 3 clusters Score -1.388623e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 102169 members 
Entering Unmasked Estep 
Score: -13886807.000000 Penalty: 3773.694336
	Iteration 18Q: 3 clusters Score -1.388681e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 103455 members 
Entering Unmasked Estep 
Score: -13887173.000000 Penalty: 3773.694336
	Iteration 19Q: 3 clusters Score -1.388717e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 104569 members 
Entering Unmasked Estep 
Score: -13887368.000000 Penalty: 3773.694336
	Iteration 20F: 3 clusters Score -1.388737e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 105528 members 
Entering Unmasked Estep 
Score: -13887469.000000 Penalty: 3773.694336
	Iteration 21Q: 3 clusters Score -1.388747e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 106323 members 
Entering Unmasked Estep 
Score: -13887467.000000 Penalty: 3773.694336
	Iteration 22Q: 3 clusters Score -1.388747e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 107004 members 
Entering Unmasked Estep 
Score: -13887453.000000 Penalty: 3773.694336
	Iteration 23Q: 3 clusters Score -1.388745e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 107596 members 
Entering Unmasked Estep 
Score: -13887388.000000 Penalty: 3773.694336
	Iteration 24Q: 3 clusters Score -1.388739e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 108096 members 
Entering Unmasked Estep 
Score: -13887398.000000 Penalty: 3773.694336
	Iteration 25Q: 3 clusters Score -1.38874e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 108490 members 
Entering Unmasked Estep 
Score: -13887403.000000 Penalty: 3773.694336
	Iteration 26Q: 3 clusters Score -1.38874e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 108831 members 
Entering Unmasked Estep 
Score: -13887398.000000 Penalty: 3773.694336
	Iteration 27Q: 3 clusters Score -1.38874e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 109067 members 
Entering Unmasked Estep 
Score: -13887405.000000 Penalty: 3773.694336
	Iteration 28Q: 3 clusters Score -1.38874e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 109234 members 
Entering Unmasked Estep 
Score: -13887415.000000 Penalty: 3773.694336
	Iteration 29Q: 3 clusters Score -1.388742e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 109388 members 
Entering Unmasked Estep 
Score: -13887445.000000 Penalty: 3773.694336
	Iteration 30Q: 3 clusters Score -1.388744e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 109516 members 
Entering Unmasked Estep 
Score: -13887513.000000 Penalty: 3773.694336
	Iteration 31Q: 3 clusters Score -1.388751e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 109599 members 
Entering Unmasked Estep 
Score: -13887563.000000 Penalty: 3773.694336
	Iteration 32Q: 3 clusters Score -1.388756e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 109661 members 
Entering Unmasked Estep 
Score: -13887564.000000 Penalty: 3773.694336
	Iteration 33Q: 3 clusters Score -1.388756e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 109712 members 
Entering Unmasked Estep 
Score: -13887566.000000 Penalty: 3773.694336
	Iteration 34Q: 3 clusters Score -1.388757e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 109742 members 
Entering Unmasked Estep 
Score: -13887580.000000 Penalty: 3773.694336
	Iteration 35Q: 3 clusters Score -1.388758e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 109765 members 
Entering Unmasked Estep 
Score: -13887587.000000 Penalty: 3773.694336
	Iteration 36Q: 3 clusters Score -1.388759e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 109796 members 
Entering Unmasked Estep 
Score: -13887601.000000 Penalty: 3773.694336
	Iteration 37Q: 3 clusters Score -1.38876e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 109810 members 
Entering Unmasked Estep 
Score: -13887607.000000 Penalty: 3773.694336
	Iteration 38Q: 3 clusters Score -1.388761e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 109816 members 
Entering Unmasked Estep 
Score: -13887600.000000 Penalty: 3773.694336
	Iteration 39Q: 3 clusters Score -1.38876e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 109825 members 
Entering Unmasked Estep 
Score: -13887591.000000 Penalty: 3773.694336
	Iteration 40F: 3 clusters Score -1.388759e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 109836 members 
Entering Unmasked Estep 
Score: -13887589.000000 Penalty: 3773.694336
	Iteration 41Q: 3 clusters Score -1.388759e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 109840 members 
Entering Unmasked Estep 
Score: -13887581.000000 Penalty: 3773.694336
	Iteration 42Q: 3 clusters Score -1.388758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 109848 members 
Entering Unmasked Estep 
Score: -13887579.000000 Penalty: 3773.694336
	Iteration 43Q: 3 clusters Score -1.388758e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 109858 members 
Entering Unmasked Estep 
Score: -13887569.000000 Penalty: 3773.694336
	Iteration 44Q: 3 clusters Score -1.388757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 109862 members 
Entering Unmasked Estep 
Score: -13887588.000000 Penalty: 3773.694336
	Iteration 45Q: 3 clusters Score -1.388759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 109867 members 
Entering Unmasked Estep 
Score: -13887576.000000 Penalty: 3773.694336
	Iteration 46Q: 3 clusters Score -1.388758e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 109876 members 
Entering Unmasked Estep 
Score: -13887576.000000 Penalty: 3773.694336
	Iteration 47Q: 3 clusters Score -1.388758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 109879 members 
Entering Unmasked Estep 
Score: -13887576.000000 Penalty: 3773.694336
	Iteration 48Q: 3 clusters Score -1.388758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 109881 members 
Entering Unmasked Estep 
Score: -13887577.000000 Penalty: 3773.694336
	Iteration 49Q: 3 clusters Score -1.388758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 109881 members 
Entering Unmasked Estep 
Score: -13887583.000000 Penalty: 3773.694336
	Iteration 50Q: 3 clusters Score -1.388758e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 109881 members 
Entering Unmasked Estep 
Score: -13887583.000000 Penalty: 3773.694336
	Iteration 51F: 3 clusters Score -1.388758e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Entering Unmasked Estep 
Score: -1721361.500000 Penalty: 1549.418701
	Iteration 0F: 2 clusters Score -1721362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1711755.250000 Penalty: 3098.837402
	Iteration 0F: 3 clusters Score -1711755 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1715677.125000 Penalty: 3098.837402
	Iteration 1F: 3 clusters Score -1715677 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1716784.000000 Penalty: 3098.837402
	Iteration 2F: 3 clusters Score -1716784 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1717612.250000 Penalty: 3098.837402
	Iteration 3F: 3 clusters Score -1717612 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1718278.125000 Penalty: 3098.837402
	Iteration 4F: 3 clusters Score -1718278 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1718854.625000 Penalty: 3098.837402
	Iteration 5F: 3 clusters Score -1718855 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1719324.000000 Penalty: 3098.837402
	Iteration 6F: 3 clusters Score -1719324 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1719694.500000 Penalty: 3098.837402
	Iteration 7Q: 3 clusters Score -1719694 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1720010.250000 Penalty: 3098.837402
	Iteration 8Q: 3 clusters Score -1720010 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1720215.875000 Penalty: 3098.837402
	Iteration 9Q: 3 clusters Score -1720216 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1720413.125000 Penalty: 3098.837402
	Iteration 10Q: 3 clusters Score -1720413 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1720544.000000 Penalty: 3098.837402
	Iteration 11Q: 3 clusters Score -1720544 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1720634.500000 Penalty: 3098.837402
	Iteration 12Q: 3 clusters Score -1720634 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1720697.500000 Penalty: 3098.837402
	Iteration 13Q: 3 clusters Score -1720698 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1720739.625000 Penalty: 3098.837402
	Iteration 14Q: 3 clusters Score -1720740 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1720772.625000 Penalty: 3098.837402
	Iteration 15Q: 3 clusters Score -1720773 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1720793.625000 Penalty: 3098.837402
	Iteration 16Q: 3 clusters Score -1720794 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1720804.500000 Penalty: 3098.837402
	Iteration 17Q: 3 clusters Score -1720804 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1720816.375000 Penalty: 3098.837402
	Iteration 18Q: 3 clusters Score -1720816 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1720825.375000 Penalty: 3098.837402
	Iteration 19Q: 3 clusters Score -1720825 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1720834.375000 Penalty: 3098.837402
	Iteration 20F: 3 clusters Score -1720834 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1720848.750000 Penalty: 3098.837402
	Iteration 21Q: 3 clusters Score -1720849 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1720865.000000 Penalty: 3098.837402
	Iteration 22Q: 3 clusters Score -1720865 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1720870.125000 Penalty: 3098.837402
	Iteration 23Q: 3 clusters Score -1720870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1720882.500000 Penalty: 3098.837402
	Iteration 24Q: 3 clusters Score -1720882 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1720890.000000 Penalty: 3098.837402
	Iteration 25Q: 3 clusters Score -1720890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1720896.625000 Penalty: 3098.837402
	Iteration 26Q: 3 clusters Score -1720897 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1720906.625000 Penalty: 3098.837402
	Iteration 27Q: 3 clusters Score -1720907 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1720917.000000 Penalty: 3098.837402
	Iteration 28Q: 3 clusters Score -1720917 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1720923.250000 Penalty: 3098.837402
	Iteration 29Q: 3 clusters Score -1720923 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1720927.625000 Penalty: 3098.837402
	Iteration 30Q: 3 clusters Score -1720928 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1720934.875000 Penalty: 3098.837402
	Iteration 31Q: 3 clusters Score -1720935 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1720940.500000 Penalty: 3098.837402
	Iteration 32Q: 3 clusters Score -1720940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1720945.625000 Penalty: 3098.837402
	Iteration 33Q: 3 clusters Score -1720946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1720949.000000 Penalty: 3098.837402
	Iteration 34Q: 3 clusters Score -1720949 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1720953.875000 Penalty: 3098.837402
	Iteration 35Q: 3 clusters Score -1720954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1720959.250000 Penalty: 3098.837402
	Iteration 36Q: 3 clusters Score -1720959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1720964.000000 Penalty: 3098.837402
	Iteration 37Q: 3 clusters Score -1720964 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1720969.750000 Penalty: 3098.837402
	Iteration 38Q: 3 clusters Score -1720970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1720976.375000 Penalty: 3098.837402
	Iteration 39Q: 3 clusters Score -1720976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1720984.250000 Penalty: 3098.837402
	Iteration 40F: 3 clusters Score -1720984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1720990.625000 Penalty: 3098.837402
	Iteration 41Q: 3 clusters Score -1720991 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1720997.000000 Penalty: 3098.837402
	Iteration 42Q: 3 clusters Score -1720997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1721004.500000 Penalty: 3098.837402
	Iteration 43Q: 3 clusters Score -1721004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1721008.125000 Penalty: 3098.837402
	Iteration 44Q: 3 clusters Score -1721008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1721012.375000 Penalty: 3098.837402
	Iteration 45Q: 3 clusters Score -1721012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1721014.625000 Penalty: 3098.837402
	Iteration 46Q: 3 clusters Score -1721015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1721018.750000 Penalty: 3098.837402
	Iteration 47Q: 3 clusters Score -1721019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1721021.500000 Penalty: 3098.837402
	Iteration 48Q: 3 clusters Score -1721022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1721028.750000 Penalty: 3098.837402
	Iteration 49Q: 3 clusters Score -1721029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1721031.625000 Penalty: 3098.837402
	Iteration 50Q: 3 clusters Score -1721032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1721033.875000 Penalty: 3098.837402
	Iteration 51Q: 3 clusters Score -1721034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1721035.250000 Penalty: 3098.837402
	Iteration 52Q: 3 clusters Score -1721035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1721037.500000 Penalty: 3098.837402
	Iteration 53Q: 3 clusters Score -1721038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1721042.750000 Penalty: 3098.837402
	Iteration 54Q: 3 clusters Score -1721043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1721043.875000 Penalty: 3098.837402
	Iteration 55Q: 3 clusters Score -1721044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1721046.500000 Penalty: 3098.837402
	Iteration 56Q: 3 clusters Score -1721046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1721047.875000 Penalty: 3098.837402
	Iteration 57Q: 3 clusters Score -1721048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1721049.000000 Penalty: 3098.837402
	Iteration 58Q: 3 clusters Score -1721049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1721050.250000 Penalty: 3098.837402
	Iteration 59Q: 3 clusters Score -1721050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1721049.375000 Penalty: 3098.837402
	Iteration 60F: 3 clusters Score -1721049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Entering Unmasked Estep 
Score: -111110.515625 Penalty: 1118.396118
	Iteration 0F: 2 clusters Score -111110.5 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 460 members 
Entering Unmasked Estep 
Score: -109787.734375 Penalty: 2236.792236
	Iteration 0F: 3 clusters Score -109787.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -110363.804688 Penalty: 2236.792236
	Iteration 1F: 3 clusters Score -110363.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -111138.234375 Penalty: 2236.792236
	Iteration 2F: 3 clusters Score -111138.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -111922.500000 Penalty: 2236.792236
	Iteration 3F: 3 clusters Score -111922.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -112194.085938 Penalty: 2236.792236
	Iteration 4F: 3 clusters Score -112194.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -112257.507812 Penalty: 2236.792236
	Iteration 5Q: 3 clusters Score -112257.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -112294.109375 Penalty: 2236.792236
	Iteration 6Q: 3 clusters Score -112294.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -112302.523438 Penalty: 2236.792236
	Iteration 7Q: 3 clusters Score -112302.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -112311.296875 Penalty: 2236.792236
	Iteration 8Q: 3 clusters Score -112311.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -112311.296875 Penalty: 2236.792236
	Iteration 9F: 3 clusters Score -112311.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 102802 members 
Mstep: Class 3 contains 7542 members 
Mstep: Class 4 contains 512 members 
Mstep: Class 5 contains 35795 members 
Mstep: Class 6 contains 10126 members 
Mstep: Class 7 contains 4915 members 
Mstep: Class 8 contains 1555 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 103459 members 
Mstep: Class 11 contains 9409 members 
Mstep: Class 12 contains 110345 members 
Mstep: Class 13 contains 13834 members 
Mstep: Class 14 contains 411 members 
Mstep: Class 15 contains 6586 members 
Mstep: Class 16 contains 8808 members 
Mstep: Class 17 contains 18509 members 
Mstep: Class 18 contains 787 members 
Mstep: Class 19 contains 93892 members 
Mstep: Class 20 contains 27482 members 
Mstep: Class 21 contains 83218 members 
Mstep: Class 22 contains 1682 members 
Mstep: Class 23 contains 5462 members 
Mstep: Class 24 contains 9680 members 
Mstep: Class 25 contains 79894 members 
Mstep: Class 26 contains 33968 members 
Mstep: Class 27 contains 1172 members 
Mstep: Class 28 contains 110444 members 
Mstep: Class 29 contains 8885 members 
Mstep: Class 30 contains 2698 members 
Mstep: Class 31 contains 4468 members 
Mstep: Class 32 contains 542 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 564 members 
Entering Unmasked Estep 
Score: -111751672.000000 Penalty: 75860.640625
Splitting cluster 14 changes total score from -111751584.000000 to -111751672.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 15 (6586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Entering Unmasked Estep 
Score: -825098.937500 Penalty: 1428.814087
	Iteration 0F: 2 clusters Score -825098.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -819992.687500 Penalty: 2857.628174
	Iteration 0F: 3 clusters Score -819992.7 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -821608.625000 Penalty: 2857.628174
	Iteration 1F: 3 clusters Score -821608.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -821903.812500 Penalty: 2857.628174
	Iteration 2F: 3 clusters Score -821903.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -822197.875000 Penalty: 2857.628174
	Iteration 3F: 3 clusters Score -822197.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -822475.187500 Penalty: 2857.628174
	Iteration 4F: 3 clusters Score -822475.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -822711.937500 Penalty: 2857.628174
	Iteration 5F: 3 clusters Score -822711.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -822941.375000 Penalty: 2857.628174
	Iteration 6F: 3 clusters Score -822941.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -823106.687500 Penalty: 2857.628174
	Iteration 7Q: 3 clusters Score -823106.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -823217.125000 Penalty: 2857.628174
	Iteration 8Q: 3 clusters Score -823217.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -823313.812500 Penalty: 2857.628174
	Iteration 9Q: 3 clusters Score -823313.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -823375.562500 Penalty: 2857.628174
	Iteration 10Q: 3 clusters Score -823375.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -823417.875000 Penalty: 2857.628174
	Iteration 11Q: 3 clusters Score -823417.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -823448.875000 Penalty: 2857.628174
	Iteration 12Q: 3 clusters Score -823448.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -823478.187500 Penalty: 2857.628174
	Iteration 13Q: 3 clusters Score -823478.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -823506.437500 Penalty: 2857.628174
	Iteration 14Q: 3 clusters Score -823506.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -823539.875000 Penalty: 2857.628174
	Iteration 15Q: 3 clusters Score -823539.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -823569.187500 Penalty: 2857.628174
	Iteration 16Q: 3 clusters Score -823569.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -823595.750000 Penalty: 2857.628174
	Iteration 17Q: 3 clusters Score -823595.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -823624.250000 Penalty: 2857.628174
	Iteration 18Q: 3 clusters Score -823624.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -823649.312500 Penalty: 2857.628174
	Iteration 19Q: 3 clusters Score -823649.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -823674.875000 Penalty: 2857.628174
	Iteration 20F: 3 clusters Score -823674.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -823693.312500 Penalty: 2857.628174
	Iteration 21Q: 3 clusters Score -823693.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -823712.187500 Penalty: 2857.628174
	Iteration 22Q: 3 clusters Score -823712.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -823726.000000 Penalty: 2857.628174
	Iteration 23Q: 3 clusters Score -823726 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -823742.625000 Penalty: 2857.628174
	Iteration 24Q: 3 clusters Score -823742.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -823759.937500 Penalty: 2857.628174
	Iteration 25Q: 3 clusters Score -823759.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -823775.500000 Penalty: 2857.628174
	Iteration 26Q: 3 clusters Score -823775.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -823789.312500 Penalty: 2857.628174
	Iteration 27Q: 3 clusters Score -823789.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -823805.562500 Penalty: 2857.628174
	Iteration 28Q: 3 clusters Score -823805.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -823819.937500 Penalty: 2857.628174
	Iteration 29Q: 3 clusters Score -823819.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -823836.187500 Penalty: 2857.628174
	Iteration 30Q: 3 clusters Score -823836.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -823849.375000 Penalty: 2857.628174
	Iteration 31Q: 3 clusters Score -823849.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -823857.937500 Penalty: 2857.628174
	Iteration 32Q: 3 clusters Score -823857.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -823866.250000 Penalty: 2857.628174
	Iteration 33Q: 3 clusters Score -823866.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -823874.750000 Penalty: 2857.628174
	Iteration 34Q: 3 clusters Score -823874.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -823882.937500 Penalty: 2857.628174
	Iteration 35Q: 3 clusters Score -823882.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -823889.812500 Penalty: 2857.628174
	Iteration 36Q: 3 clusters Score -823889.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -823892.187500 Penalty: 2857.628174
	Iteration 37Q: 3 clusters Score -823892.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -823897.125000 Penalty: 2857.628174
	Iteration 38Q: 3 clusters Score -823897.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -823903.375000 Penalty: 2857.628174
	Iteration 39Q: 3 clusters Score -823903.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -823914.000000 Penalty: 2857.628174
	Iteration 40F: 3 clusters Score -823914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -823916.437500 Penalty: 2857.628174
	Iteration 41Q: 3 clusters Score -823916.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -823918.250000 Penalty: 2857.628174
	Iteration 42Q: 3 clusters Score -823918.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -823921.312500 Penalty: 2857.628174
	Iteration 43Q: 3 clusters Score -823921.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -823921.812500 Penalty: 2857.628174
	Iteration 44Q: 3 clusters Score -823921.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -823921.625000 Penalty: 2857.628174
	Iteration 45Q: 3 clusters Score -823921.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -823922.562500 Penalty: 2857.628174
	Iteration 46Q: 3 clusters Score -823922.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -823924.062500 Penalty: 2857.628174
	Iteration 47Q: 3 clusters Score -823924.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -823924.125000 Penalty: 2857.628174
	Iteration 48Q: 3 clusters Score -823924.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -823923.625000 Penalty: 2857.628174
	Iteration 49Q: 3 clusters Score -823923.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -823923.625000 Penalty: 2857.628174
	Iteration 50F: 3 clusters Score -823923.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Entering Unmasked Estep 
Score: -1023429.500000 Penalty: 1476.055054
	Iteration 0F: 2 clusters Score -1023430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1017017.437500 Penalty: 2952.110107
	Iteration 0F: 3 clusters Score -1017017 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1019095.937500 Penalty: 2952.110107
	Iteration 1F: 3 clusters Score -1019096 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1019473.250000 Penalty: 2952.110107
	Iteration 2F: 3 clusters Score -1019473 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1019846.812500 Penalty: 2952.110107
	Iteration 3F: 3 clusters Score -1019847 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1020191.000000 Penalty: 2952.110107
	Iteration 4F: 3 clusters Score -1020191 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1020611.687500 Penalty: 2952.110107
	Iteration 5F: 3 clusters Score -1020612 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1021080.250000 Penalty: 2952.110107
	Iteration 6F: 3 clusters Score -1021080 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1021451.625000 Penalty: 2952.110107
	Iteration 7F: 3 clusters Score -1021452 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1021713.187500 Penalty: 2952.110107
	Iteration 8Q: 3 clusters Score -1021713 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1021873.000000 Penalty: 2952.110107
	Iteration 9Q: 3 clusters Score -1021873 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1021973.625000 Penalty: 2952.110107
	Iteration 10Q: 3 clusters Score -1021974 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1022046.000000 Penalty: 2952.110107
	Iteration 11Q: 3 clusters Score -1022046 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1022109.625000 Penalty: 2952.110107
	Iteration 12Q: 3 clusters Score -1022110 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1022166.937500 Penalty: 2952.110107
	Iteration 13Q: 3 clusters Score -1022167 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1022212.250000 Penalty: 2952.110107
	Iteration 14Q: 3 clusters Score -1022212 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1022257.687500 Penalty: 2952.110107
	Iteration 15Q: 3 clusters Score -1022258 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1022294.062500 Penalty: 2952.110107
	Iteration 16Q: 3 clusters Score -1022294 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1022325.625000 Penalty: 2952.110107
	Iteration 17Q: 3 clusters Score -1022326 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1022351.375000 Penalty: 2952.110107
	Iteration 18Q: 3 clusters Score -1022351 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1022380.375000 Penalty: 2952.110107
	Iteration 19Q: 3 clusters Score -1022380 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1022401.312500 Penalty: 2952.110107
	Iteration 20F: 3 clusters Score -1022401 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1022422.250000 Penalty: 2952.110107
	Iteration 21Q: 3 clusters Score -1022422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1022438.687500 Penalty: 2952.110107
	Iteration 22Q: 3 clusters Score -1022439 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1022447.687500 Penalty: 2952.110107
	Iteration 23Q: 3 clusters Score -1022448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1022458.375000 Penalty: 2952.110107
	Iteration 24Q: 3 clusters Score -1022458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1022471.562500 Penalty: 2952.110107
	Iteration 25Q: 3 clusters Score -1022472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1022477.375000 Penalty: 2952.110107
	Iteration 26Q: 3 clusters Score -1022477 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1022481.375000 Penalty: 2952.110107
	Iteration 27Q: 3 clusters Score -1022481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1022488.312500 Penalty: 2952.110107
	Iteration 28Q: 3 clusters Score -1022488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1022490.187500 Penalty: 2952.110107
	Iteration 29Q: 3 clusters Score -1022490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1022493.812500 Penalty: 2952.110107
	Iteration 30Q: 3 clusters Score -1022494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1022499.000000 Penalty: 2952.110107
	Iteration 31Q: 3 clusters Score -1022499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1022502.375000 Penalty: 2952.110107
	Iteration 32Q: 3 clusters Score -1022502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1022511.000000 Penalty: 2952.110107
	Iteration 33Q: 3 clusters Score -1022511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1022516.187500 Penalty: 2952.110107
	Iteration 34Q: 3 clusters Score -1022516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1022517.937500 Penalty: 2952.110107
	Iteration 35Q: 3 clusters Score -1022518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1022519.187500 Penalty: 2952.110107
	Iteration 36Q: 3 clusters Score -1022519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1022521.125000 Penalty: 2952.110107
	Iteration 37Q: 3 clusters Score -1022521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1022527.125000 Penalty: 2952.110107
	Iteration 38Q: 3 clusters Score -1022527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1022529.687500 Penalty: 2952.110107
	Iteration 39Q: 3 clusters Score -1022530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1022534.312500 Penalty: 2952.110107
	Iteration 40F: 3 clusters Score -1022534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1022537.625000 Penalty: 2952.110107
	Iteration 41Q: 3 clusters Score -1022538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1022541.750000 Penalty: 2952.110107
	Iteration 42Q: 3 clusters Score -1022542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1022542.937500 Penalty: 2952.110107
	Iteration 43Q: 3 clusters Score -1022543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1022544.250000 Penalty: 2952.110107
	Iteration 44Q: 3 clusters Score -1022544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1022546.062500 Penalty: 2952.110107
	Iteration 45Q: 3 clusters Score -1022546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1022549.687500 Penalty: 2952.110107
	Iteration 46Q: 3 clusters Score -1022550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1022550.312500 Penalty: 2952.110107
	Iteration 47Q: 3 clusters Score -1022550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1022548.937500 Penalty: 2952.110107
	Iteration 48Q: 3 clusters Score -1022549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1022548.937500 Penalty: 2952.110107
	Iteration 49F: 3 clusters Score -1022549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Entering Unmasked Estep 
Score: -2347747.250000 Penalty: 1596.727051
	Iteration 0F: 2 clusters Score -2347747 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 9371 members 
Entering Unmasked Estep 
Score: -2335137.000000 Penalty: 3193.454102
	Iteration 0F: 3 clusters Score -2335137 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2340035.250000 Penalty: 3193.454102
	Iteration 1F: 3 clusters Score -2340035 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2340635.250000 Penalty: 3193.454102
	Iteration 2F: 3 clusters Score -2340635 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2341141.750000 Penalty: 3193.454102
	Iteration 3F: 3 clusters Score -2341142 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2341579.750000 Penalty: 3193.454102
	Iteration 4F: 3 clusters Score -2341580 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2341991.750000 Penalty: 3193.454102
	Iteration 5Q: 3 clusters Score -2341992 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2342454.500000 Penalty: 3193.454102
	Iteration 6Q: 3 clusters Score -2342454 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2342994.000000 Penalty: 3193.454102
	Iteration 7Q: 3 clusters Score -2342994 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2343542.750000 Penalty: 3193.454102
	Iteration 8F: 3 clusters Score -2343543 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2343993.750000 Penalty: 3193.454102
	Iteration 9Q: 3 clusters Score -2343994 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2344270.500000 Penalty: 3193.454102
	Iteration 10Q: 3 clusters Score -2344270 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2344420.500000 Penalty: 3193.454102
	Iteration 11Q: 3 clusters Score -2344420 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2344491.750000 Penalty: 3193.454102
	Iteration 12Q: 3 clusters Score -2344492 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2344546.000000 Penalty: 3193.454102
	Iteration 13Q: 3 clusters Score -2344546 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2344589.250000 Penalty: 3193.454102
	Iteration 14Q: 3 clusters Score -2344589 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2344603.250000 Penalty: 3193.454102
	Iteration 15Q: 3 clusters Score -2344603 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -2344634.500000 Penalty: 3193.454102
	Iteration 16Q: 3 clusters Score -2344634 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2344646.000000 Penalty: 3193.454102
	Iteration 17Q: 3 clusters Score -2344646 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2344665.000000 Penalty: 3193.454102
	Iteration 18Q: 3 clusters Score -2344665 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2344676.500000 Penalty: 3193.454102
	Iteration 19Q: 3 clusters Score -2344676 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2344696.500000 Penalty: 3193.454102
	Iteration 20F: 3 clusters Score -2344696 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -2344714.750000 Penalty: 3193.454102
	Iteration 21Q: 3 clusters Score -2344715 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2344729.250000 Penalty: 3193.454102
	Iteration 22Q: 3 clusters Score -2344729 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2344742.000000 Penalty: 3193.454102
	Iteration 23Q: 3 clusters Score -2344742 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2344755.750000 Penalty: 3193.454102
	Iteration 24Q: 3 clusters Score -2344756 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2344772.250000 Penalty: 3193.454102
	Iteration 25Q: 3 clusters Score -2344772 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2344791.500000 Penalty: 3193.454102
	Iteration 26Q: 3 clusters Score -2344792 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2344809.000000 Penalty: 3193.454102
	Iteration 27Q: 3 clusters Score -2344809 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -2344836.750000 Penalty: 3193.454102
	Iteration 28Q: 3 clusters Score -2344837 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2344853.750000 Penalty: 3193.454102
	Iteration 29Q: 3 clusters Score -2344854 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -2344887.250000 Penalty: 3193.454102
	Iteration 30Q: 3 clusters Score -2344887 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -2344920.500000 Penalty: 3193.454102
	Iteration 31Q: 3 clusters Score -2344920 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2344956.750000 Penalty: 3193.454102
	Iteration 32Q: 3 clusters Score -2344957 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2344978.250000 Penalty: 3193.454102
	Iteration 33Q: 3 clusters Score -2344978 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2345019.250000 Penalty: 3193.454102
	Iteration 34Q: 3 clusters Score -2345019 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2345054.750000 Penalty: 3193.454102
	Iteration 35Q: 3 clusters Score -2345055 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2345081.750000 Penalty: 3193.454102
	Iteration 36Q: 3 clusters Score -2345082 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2345126.500000 Penalty: 3193.454102
	Iteration 37Q: 3 clusters Score -2345126 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2345176.750000 Penalty: 3193.454102
	Iteration 38Q: 3 clusters Score -2345177 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2345235.750000 Penalty: 3193.454102
	Iteration 39Q: 3 clusters Score -2345236 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2345291.250000 Penalty: 3193.454102
	Iteration 40F: 3 clusters Score -2345291 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2345339.000000 Penalty: 3193.454102
	Iteration 41Q: 3 clusters Score -2345339 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -2345381.000000 Penalty: 3193.454102
	Iteration 42Q: 3 clusters Score -2345381 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2345418.250000 Penalty: 3193.454102
	Iteration 43Q: 3 clusters Score -2345418 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2345479.000000 Penalty: 3193.454102
	Iteration 44Q: 3 clusters Score -2345479 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2345527.250000 Penalty: 3193.454102
	Iteration 45Q: 3 clusters Score -2345527 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2345599.500000 Penalty: 3193.454102
	Iteration 46Q: 3 clusters Score -2345600 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -2345677.750000 Penalty: 3193.454102
	Iteration 47Q: 3 clusters Score -2345678 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2345746.000000 Penalty: 3193.454102
	Iteration 48Q: 3 clusters Score -2345746 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -2345825.500000 Penalty: 3193.454102
	Iteration 49Q: 3 clusters Score -2345826 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -2345889.250000 Penalty: 3193.454102
	Iteration 50Q: 3 clusters Score -2345889 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2345953.000000 Penalty: 3193.454102
	Iteration 51Q: 3 clusters Score -2345953 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2346031.750000 Penalty: 3193.454102
	Iteration 52Q: 3 clusters Score -2346032 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2346095.750000 Penalty: 3193.454102
	Iteration 53Q: 3 clusters Score -2346096 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2346156.250000 Penalty: 3193.454102
	Iteration 54Q: 3 clusters Score -2346156 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2346229.750000 Penalty: 3193.454102
	Iteration 55Q: 3 clusters Score -2346230 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2346300.250000 Penalty: 3193.454102
	Iteration 56Q: 3 clusters Score -2346300 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2346388.250000 Penalty: 3193.454102
	Iteration 57Q: 3 clusters Score -2346388 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2346481.500000 Penalty: 3193.454102
	Iteration 58Q: 3 clusters Score -2346482 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2346588.500000 Penalty: 3193.454102
	Iteration 59Q: 3 clusters Score -2346588 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2346685.500000 Penalty: 3193.454102
	Iteration 60F: 3 clusters Score -2346686 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2346767.250000 Penalty: 3193.454102
	Iteration 61Q: 3 clusters Score -2346767 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2346811.500000 Penalty: 3193.454102
	Iteration 62Q: 3 clusters Score -2346812 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2346846.250000 Penalty: 3193.454102
	Iteration 63Q: 3 clusters Score -2346846 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2346872.750000 Penalty: 3193.454102
	Iteration 64Q: 3 clusters Score -2346873 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2346911.750000 Penalty: 3193.454102
	Iteration 65Q: 3 clusters Score -2346912 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2346952.000000 Penalty: 3193.454102
	Iteration 66Q: 3 clusters Score -2346952 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2346993.750000 Penalty: 3193.454102
	Iteration 67Q: 3 clusters Score -2346994 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2347018.000000 Penalty: 3193.454102
	Iteration 68Q: 3 clusters Score -2347018 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2347036.500000 Penalty: 3193.454102
	Iteration 69Q: 3 clusters Score -2347036 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2347056.250000 Penalty: 3193.454102
	Iteration 70Q: 3 clusters Score -2347056 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2347070.750000 Penalty: 3193.454102
	Iteration 71Q: 3 clusters Score -2347071 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2347090.000000 Penalty: 3193.454102
	Iteration 72Q: 3 clusters Score -2347090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2347109.000000 Penalty: 3193.454102
	Iteration 73Q: 3 clusters Score -2347109 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2347131.000000 Penalty: 3193.454102
	Iteration 74Q: 3 clusters Score -2347131 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2347142.750000 Penalty: 3193.454102
	Iteration 75Q: 3 clusters Score -2347143 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2347160.500000 Penalty: 3193.454102
	Iteration 76Q: 3 clusters Score -2347160 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2347184.250000 Penalty: 3193.454102
	Iteration 77Q: 3 clusters Score -2347184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2347228.250000 Penalty: 3193.454102
	Iteration 78Q: 3 clusters Score -2347228 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2347262.000000 Penalty: 3193.454102
	Iteration 79Q: 3 clusters Score -2347262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2347280.000000 Penalty: 3193.454102
	Iteration 80F: 3 clusters Score -2347280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2347291.500000 Penalty: 3193.454102
	Iteration 81Q: 3 clusters Score -2347292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2347294.000000 Penalty: 3193.454102
	Iteration 82Q: 3 clusters Score -2347294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2347299.250000 Penalty: 3193.454102
	Iteration 83Q: 3 clusters Score -2347299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2347300.000000 Penalty: 3193.454102
	Iteration 84Q: 3 clusters Score -2347300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2347300.750000 Penalty: 3193.454102
	Iteration 85Q: 3 clusters Score -2347301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2347300.250000 Penalty: 3193.454102
	Iteration 86Q: 3 clusters Score -2347300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2347300.750000 Penalty: 3193.454102
	Iteration 87Q: 3 clusters Score -2347301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2347300.750000 Penalty: 3193.454102
	Iteration 88F: 3 clusters Score -2347301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -59553.968750 Penalty: 1083.587036
	Iteration 0F: 2 clusters Score -59553.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -58561.964844 Penalty: 2167.174072
	Iteration 0F: 3 clusters Score -58561.96 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -60170.148438 Penalty: 2167.174072
	Iteration 1F: 3 clusters Score -60170.15 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -61108.066406 Penalty: 2167.174072
	Iteration 2F: 3 clusters Score -61108.07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61688.835938 Penalty: 2167.174072
	Iteration 3F: 3 clusters Score -61688.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61818.375000 Penalty: 2167.174072
	Iteration 4Q: 3 clusters Score -61818.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -61903.753906 Penalty: 2167.174072
	Iteration 5Q: 3 clusters Score -61903.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -62019.109375 Penalty: 2167.174072
	Iteration 6Q: 3 clusters Score -62019.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -62283.605469 Penalty: 2167.174072
	Iteration 7Q: 3 clusters Score -62283.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -62799.914062 Penalty: 2167.174072
	Iteration 8Q: 3 clusters Score -62799.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -62859.269531 Penalty: 2167.174072
	Iteration 9Q: 3 clusters Score -62859.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -62866.929688 Penalty: 2167.174072
	Iteration 10Q: 3 clusters Score -62866.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -62878.644531 Penalty: 2167.174072
	Iteration 11Q: 3 clusters Score -62878.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -62885.621094 Penalty: 2167.174072
	Iteration 12F: 3 clusters Score -62885.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -62920.460938 Penalty: 2167.174072
	Iteration 13Q: 3 clusters Score -62920.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -62945.023438 Penalty: 2167.174072
	Iteration 14Q: 3 clusters Score -62945.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -62953.246094 Penalty: 2167.174072
	Iteration 15Q: 3 clusters Score -62953.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -62958.156250 Penalty: 2167.174072
	Iteration 16Q: 3 clusters Score -62958.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -62958.156250 Penalty: 2167.174072
	Iteration 17F: 3 clusters Score -62958.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 102802 members 
Mstep: Class 3 contains 7542 members 
Mstep: Class 4 contains 512 members 
Mstep: Class 5 contains 35795 members 
Mstep: Class 6 contains 10126 members 
Mstep: Class 7 contains 4915 members 
Mstep: Class 8 contains 1555 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 103459 members 
Mstep: Class 11 contains 9409 members 
Mstep: Class 12 contains 110345 members 
Mstep: Class 13 contains 13834 members 
Mstep: Class 14 contains 411 members 
Mstep: Class 15 contains 6586 members 
Mstep: Class 16 contains 8808 members 
Mstep: Class 17 contains 18509 members 
Mstep: Class 18 contains 529 members 
Mstep: Class 19 contains 93892 members 
Mstep: Class 20 contains 27482 members 
Mstep: Class 21 contains 83218 members 
Mstep: Class 22 contains 1682 members 
Mstep: Class 23 contains 5462 members 
Mstep: Class 24 contains 9680 members 
Mstep: Class 25 contains 79894 members 
Mstep: Class 26 contains 33968 members 
Mstep: Class 27 contains 1172 members 
Mstep: Class 28 contains 110444 members 
Mstep: Class 29 contains 8885 members 
Mstep: Class 30 contains 2698 members 
Mstep: Class 31 contains 4468 members 
Mstep: Class 32 contains 542 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 564 members 
Mstep: Class 35 contains 258 members 
Entering Unmasked Estep 
Score: -111753872.000000 Penalty: 78091.835938
Splitting cluster 18 changes total score from -111751584.000000 to -111753872.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 19 (93892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93892 members 
Entering Unmasked Estep 
Score: -11686944.000000 Penalty: 1860.608887
	Iteration 0F: 2 clusters Score -1.168694e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 47026 members 
Entering Unmasked Estep 
Score: -11624054.000000 Penalty: 3721.217773
	Iteration 0F: 3 clusters Score -1.162405e+07 nChanged 44896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44904 members 
Mstep: Class 2 contains 48988 members 
Entering Unmasked Estep 
Score: -11650398.000000 Penalty: 3721.217773
	Iteration 1F: 3 clusters Score -1.16504e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 50257 members 
Entering Unmasked Estep 
Score: -11651661.000000 Penalty: 3721.217773
	Iteration 2Q: 3 clusters Score -1.165166e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -11654119.000000 Penalty: 3721.217773
	Iteration 3Q: 3 clusters Score -1.165412e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 54904 members 
Entering Unmasked Estep 
Score: -11657885.000000 Penalty: 3721.217773
	Iteration 4F: 3 clusters Score -1.165788e+07 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 58336 members 
Entering Unmasked Estep 
Score: -11663226.000000 Penalty: 3721.217773
	Iteration 5F: 3 clusters Score -1.166323e+07 nChanged 7315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 61909 members 
Entering Unmasked Estep 
Score: -11669295.000000 Penalty: 3721.217773
	Iteration 6F: 3 clusters Score -1.16693e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 64807 members 
Entering Unmasked Estep 
Score: -11674721.000000 Penalty: 3721.217773
	Iteration 7F: 3 clusters Score -1.167472e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 66571 members 
Entering Unmasked Estep 
Score: -11677962.000000 Penalty: 3721.217773
	Iteration 8F: 3 clusters Score -1.167796e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 67585 members 
Entering Unmasked Estep 
Score: -11679515.000000 Penalty: 3721.217773
	Iteration 9Q: 3 clusters Score -1.167952e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 68356 members 
Entering Unmasked Estep 
Score: -11680242.000000 Penalty: 3721.217773
	Iteration 10Q: 3 clusters Score -1.168024e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 69056 members 
Entering Unmasked Estep 
Score: -11680720.000000 Penalty: 3721.217773
	Iteration 11Q: 3 clusters Score -1.168072e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 69701 members 
Entering Unmasked Estep 
Score: -11681044.000000 Penalty: 3721.217773
	Iteration 12Q: 3 clusters Score -1.168104e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 70262 members 
Entering Unmasked Estep 
Score: -11681275.000000 Penalty: 3721.217773
	Iteration 13Q: 3 clusters Score -1.168128e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 70789 members 
Entering Unmasked Estep 
Score: -11681475.000000 Penalty: 3721.217773
	Iteration 14Q: 3 clusters Score -1.168148e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 71329 members 
Entering Unmasked Estep 
Score: -11681691.000000 Penalty: 3721.217773
	Iteration 15Q: 3 clusters Score -1.168169e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 71880 members 
Entering Unmasked Estep 
Score: -11681886.000000 Penalty: 3721.217773
	Iteration 16Q: 3 clusters Score -1.168189e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 72442 members 
Entering Unmasked Estep 
Score: -11681965.000000 Penalty: 3721.217773
	Iteration 17Q: 3 clusters Score -1.168196e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 72961 members 
Entering Unmasked Estep 
Score: -11682083.000000 Penalty: 3721.217773
	Iteration 18Q: 3 clusters Score -1.168208e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 73464 members 
Entering Unmasked Estep 
Score: -11682213.000000 Penalty: 3721.217773
	Iteration 19Q: 3 clusters Score -1.168221e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 73954 members 
Entering Unmasked Estep 
Score: -11682303.000000 Penalty: 3721.217773
	Iteration 20F: 3 clusters Score -1.16823e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 74447 members 
Entering Unmasked Estep 
Score: -11682465.000000 Penalty: 3721.217773
	Iteration 21Q: 3 clusters Score -1.168246e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 74918 members 
Entering Unmasked Estep 
Score: -11682606.000000 Penalty: 3721.217773
	Iteration 22Q: 3 clusters Score -1.168261e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 75427 members 
Entering Unmasked Estep 
Score: -11682740.000000 Penalty: 3721.217773
	Iteration 23Q: 3 clusters Score -1.168274e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 75930 members 
Entering Unmasked Estep 
Score: -11682855.000000 Penalty: 3721.217773
	Iteration 24Q: 3 clusters Score -1.168286e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 76464 members 
Entering Unmasked Estep 
Score: -11683017.000000 Penalty: 3721.217773
	Iteration 25Q: 3 clusters Score -1.168302e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 76977 members 
Entering Unmasked Estep 
Score: -11683156.000000 Penalty: 3721.217773
	Iteration 26Q: 3 clusters Score -1.168316e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 77484 members 
Entering Unmasked Estep 
Score: -11683330.000000 Penalty: 3721.217773
	Iteration 27Q: 3 clusters Score -1.168333e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 77974 members 
Entering Unmasked Estep 
Score: -11683463.000000 Penalty: 3721.217773
	Iteration 28Q: 3 clusters Score -1.168346e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 78438 members 
Entering Unmasked Estep 
Score: -11683604.000000 Penalty: 3721.217773
	Iteration 29Q: 3 clusters Score -1.16836e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 78899 members 
Entering Unmasked Estep 
Score: -11683638.000000 Penalty: 3721.217773
	Iteration 30Q: 3 clusters Score -1.168364e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 79381 members 
Entering Unmasked Estep 
Score: -11683822.000000 Penalty: 3721.217773
	Iteration 31Q: 3 clusters Score -1.168382e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 79850 members 
Entering Unmasked Estep 
Score: -11683932.000000 Penalty: 3721.217773
	Iteration 32Q: 3 clusters Score -1.168393e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 80319 members 
Entering Unmasked Estep 
Score: -11684095.000000 Penalty: 3721.217773
	Iteration 33Q: 3 clusters Score -1.16841e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 80776 members 
Entering Unmasked Estep 
Score: -11684217.000000 Penalty: 3721.217773
	Iteration 34Q: 3 clusters Score -1.168422e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 81232 members 
Entering Unmasked Estep 
Score: -11684327.000000 Penalty: 3721.217773
	Iteration 35Q: 3 clusters Score -1.168433e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 81644 members 
Entering Unmasked Estep 
Score: -11684393.000000 Penalty: 3721.217773
	Iteration 36Q: 3 clusters Score -1.168439e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 81983 members 
Entering Unmasked Estep 
Score: -11684480.000000 Penalty: 3721.217773
	Iteration 37Q: 3 clusters Score -1.168448e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 82318 members 
Entering Unmasked Estep 
Score: -11684558.000000 Penalty: 3721.217773
	Iteration 38Q: 3 clusters Score -1.168456e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 82652 members 
Entering Unmasked Estep 
Score: -11684624.000000 Penalty: 3721.217773
	Iteration 39Q: 3 clusters Score -1.168462e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 82991 members 
Entering Unmasked Estep 
Score: -11684706.000000 Penalty: 3721.217773
	Iteration 40F: 3 clusters Score -1.168471e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 83300 members 
Entering Unmasked Estep 
Score: -11684769.000000 Penalty: 3721.217773
	Iteration 41Q: 3 clusters Score -1.168477e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 83591 members 
Entering Unmasked Estep 
Score: -11684853.000000 Penalty: 3721.217773
	Iteration 42Q: 3 clusters Score -1.168485e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 83856 members 
Entering Unmasked Estep 
Score: -11684863.000000 Penalty: 3721.217773
	Iteration 43Q: 3 clusters Score -1.168486e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 84129 members 
Entering Unmasked Estep 
Score: -11684889.000000 Penalty: 3721.217773
	Iteration 44Q: 3 clusters Score -1.168489e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 84367 members 
Entering Unmasked Estep 
Score: -11684926.000000 Penalty: 3721.217773
	Iteration 45Q: 3 clusters Score -1.168493e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 84608 members 
Entering Unmasked Estep 
Score: -11684997.000000 Penalty: 3721.217773
	Iteration 46Q: 3 clusters Score -1.1685e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 84848 members 
Entering Unmasked Estep 
Score: -11685053.000000 Penalty: 3721.217773
	Iteration 47Q: 3 clusters Score -1.168505e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 85058 members 
Entering Unmasked Estep 
Score: -11685070.000000 Penalty: 3721.217773
	Iteration 48Q: 3 clusters Score -1.168507e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 85266 members 
Entering Unmasked Estep 
Score: -11685112.000000 Penalty: 3721.217773
	Iteration 49Q: 3 clusters Score -1.168511e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 85444 members 
Entering Unmasked Estep 
Score: -11685130.000000 Penalty: 3721.217773
	Iteration 50Q: 3 clusters Score -1.168513e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 85620 members 
Entering Unmasked Estep 
Score: -11685161.000000 Penalty: 3721.217773
	Iteration 51Q: 3 clusters Score -1.168516e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 85779 members 
Entering Unmasked Estep 
Score: -11685192.000000 Penalty: 3721.217773
	Iteration 52Q: 3 clusters Score -1.168519e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 85939 members 
Entering Unmasked Estep 
Score: -11685208.000000 Penalty: 3721.217773
	Iteration 53Q: 3 clusters Score -1.168521e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 86100 members 
Entering Unmasked Estep 
Score: -11685232.000000 Penalty: 3721.217773
	Iteration 54Q: 3 clusters Score -1.168523e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 86266 members 
Entering Unmasked Estep 
Score: -11685247.000000 Penalty: 3721.217773
	Iteration 55Q: 3 clusters Score -1.168525e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 86447 members 
Entering Unmasked Estep 
Score: -11685272.000000 Penalty: 3721.217773
	Iteration 56Q: 3 clusters Score -1.168527e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 86622 members 
Entering Unmasked Estep 
Score: -11685300.000000 Penalty: 3721.217773
	Iteration 57Q: 3 clusters Score -1.16853e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 86774 members 
Entering Unmasked Estep 
Score: -11685306.000000 Penalty: 3721.217773
	Iteration 58Q: 3 clusters Score -1.168531e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 86952 members 
Entering Unmasked Estep 
Score: -11685366.000000 Penalty: 3721.217773
	Iteration 59Q: 3 clusters Score -1.168537e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 87104 members 
Entering Unmasked Estep 
Score: -11685388.000000 Penalty: 3721.217773
	Iteration 60F: 3 clusters Score -1.168539e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 87247 members 
Entering Unmasked Estep 
Score: -11685393.000000 Penalty: 3721.217773
	Iteration 61Q: 3 clusters Score -1.168539e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 87399 members 
Entering Unmasked Estep 
Score: -11685399.000000 Penalty: 3721.217773
	Iteration 62Q: 3 clusters Score -1.16854e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 87556 members 
Entering Unmasked Estep 
Score: -11685433.000000 Penalty: 3721.217773
	Iteration 63Q: 3 clusters Score -1.168543e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 87698 members 
Entering Unmasked Estep 
Score: -11685449.000000 Penalty: 3721.217773
	Iteration 64Q: 3 clusters Score -1.168545e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 87835 members 
Entering Unmasked Estep 
Score: -11685489.000000 Penalty: 3721.217773
	Iteration 65Q: 3 clusters Score -1.168549e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 87974 members 
Entering Unmasked Estep 
Score: -11685521.000000 Penalty: 3721.217773
	Iteration 66Q: 3 clusters Score -1.168552e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 88096 members 
Entering Unmasked Estep 
Score: -11685534.000000 Penalty: 3721.217773
	Iteration 67Q: 3 clusters Score -1.168553e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 88225 members 
Entering Unmasked Estep 
Score: -11685545.000000 Penalty: 3721.217773
	Iteration 68Q: 3 clusters Score -1.168554e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 88337 members 
Entering Unmasked Estep 
Score: -11685546.000000 Penalty: 3721.217773
	Iteration 69Q: 3 clusters Score -1.168555e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 88438 members 
Entering Unmasked Estep 
Score: -11685535.000000 Penalty: 3721.217773
	Iteration 70Q: 3 clusters Score -1.168554e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 88536 members 
Entering Unmasked Estep 
Score: -11685541.000000 Penalty: 3721.217773
	Iteration 71Q: 3 clusters Score -1.168554e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 88637 members 
Entering Unmasked Estep 
Score: -11685562.000000 Penalty: 3721.217773
	Iteration 72Q: 3 clusters Score -1.168556e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 88733 members 
Entering Unmasked Estep 
Score: -11685586.000000 Penalty: 3721.217773
	Iteration 73Q: 3 clusters Score -1.168559e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 88802 members 
Entering Unmasked Estep 
Score: -11685609.000000 Penalty: 3721.217773
	Iteration 74Q: 3 clusters Score -1.168561e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 88871 members 
Entering Unmasked Estep 
Score: -11685602.000000 Penalty: 3721.217773
	Iteration 75Q: 3 clusters Score -1.16856e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 88938 members 
Entering Unmasked Estep 
Score: -11685627.000000 Penalty: 3721.217773
	Iteration 76Q: 3 clusters Score -1.168563e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 88997 members 
Entering Unmasked Estep 
Score: -11685624.000000 Penalty: 3721.217773
	Iteration 77Q: 3 clusters Score -1.168562e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 89046 members 
Entering Unmasked Estep 
Score: -11685653.000000 Penalty: 3721.217773
	Iteration 78Q: 3 clusters Score -1.168565e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 89080 members 
Entering Unmasked Estep 
Score: -11685635.000000 Penalty: 3721.217773
	Iteration 79Q: 3 clusters Score -1.168564e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 89105 members 
Entering Unmasked Estep 
Score: -11685659.000000 Penalty: 3721.217773
	Iteration 80F: 3 clusters Score -1.168566e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 89131 members 
Entering Unmasked Estep 
Score: -11685650.000000 Penalty: 3721.217773
	Iteration 81Q: 3 clusters Score -1.168565e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 89145 members 
Entering Unmasked Estep 
Score: -11685669.000000 Penalty: 3721.217773
	Iteration 82Q: 3 clusters Score -1.168567e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 89167 members 
Entering Unmasked Estep 
Score: -11685675.000000 Penalty: 3721.217773
	Iteration 83Q: 3 clusters Score -1.168568e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 89198 members 
Entering Unmasked Estep 
Score: -11685692.000000 Penalty: 3721.217773
	Iteration 84Q: 3 clusters Score -1.168569e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 89226 members 
Entering Unmasked Estep 
Score: -11685684.000000 Penalty: 3721.217773
	Iteration 85Q: 3 clusters Score -1.168568e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 89249 members 
Entering Unmasked Estep 
Score: -11685693.000000 Penalty: 3721.217773
	Iteration 86Q: 3 clusters Score -1.168569e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 89279 members 
Entering Unmasked Estep 
Score: -11685688.000000 Penalty: 3721.217773
	Iteration 87Q: 3 clusters Score -1.168569e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 89324 members 
Entering Unmasked Estep 
Score: -11685698.000000 Penalty: 3721.217773
	Iteration 88Q: 3 clusters Score -1.16857e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 89362 members 
Entering Unmasked Estep 
Score: -11685695.000000 Penalty: 3721.217773
	Iteration 89Q: 3 clusters Score -1.16857e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 89409 members 
Entering Unmasked Estep 
Score: -11685705.000000 Penalty: 3721.217773
	Iteration 90Q: 3 clusters Score -1.16857e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 89457 members 
Entering Unmasked Estep 
Score: -11685714.000000 Penalty: 3721.217773
	Iteration 91Q: 3 clusters Score -1.168571e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 89494 members 
Entering Unmasked Estep 
Score: -11685742.000000 Penalty: 3721.217773
	Iteration 92Q: 3 clusters Score -1.168574e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 89544 members 
Entering Unmasked Estep 
Score: -11685748.000000 Penalty: 3721.217773
	Iteration 93Q: 3 clusters Score -1.168575e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 89592 members 
Entering Unmasked Estep 
Score: -11685741.000000 Penalty: 3721.217773
	Iteration 94Q: 3 clusters Score -1.168574e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 89643 members 
Entering Unmasked Estep 
Score: -11685754.000000 Penalty: 3721.217773
	Iteration 95Q: 3 clusters Score -1.168575e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 89697 members 
Entering Unmasked Estep 
Score: -11685774.000000 Penalty: 3721.217773
	Iteration 96Q: 3 clusters Score -1.168577e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 89745 members 
Entering Unmasked Estep 
Score: -11685781.000000 Penalty: 3721.217773
	Iteration 97Q: 3 clusters Score -1.168578e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 89793 members 
Entering Unmasked Estep 
Score: -11685799.000000 Penalty: 3721.217773
	Iteration 98Q: 3 clusters Score -1.16858e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 89843 members 
Entering Unmasked Estep 
Score: -11685846.000000 Penalty: 3721.217773
	Iteration 99Q: 3 clusters Score -1.168585e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 89884 members 
Entering Unmasked Estep 
Score: -11685843.000000 Penalty: 3721.217773
	Iteration 100F: 3 clusters Score -1.168584e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 89927 members 
Entering Unmasked Estep 
Score: -11685861.000000 Penalty: 3721.217773
	Iteration 101Q: 3 clusters Score -1.168586e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 89978 members 
Entering Unmasked Estep 
Score: -11685860.000000 Penalty: 3721.217773
	Iteration 102Q: 3 clusters Score -1.168586e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 90027 members 
Entering Unmasked Estep 
Score: -11685873.000000 Penalty: 3721.217773
	Iteration 103Q: 3 clusters Score -1.168587e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 90085 members 
Entering Unmasked Estep 
Score: -11685886.000000 Penalty: 3721.217773
	Iteration 104Q: 3 clusters Score -1.168589e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 90135 members 
Entering Unmasked Estep 
Score: -11685880.000000 Penalty: 3721.217773
	Iteration 105Q: 3 clusters Score -1.168588e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 90183 members 
Entering Unmasked Estep 
Score: -11685892.000000 Penalty: 3721.217773
	Iteration 106Q: 3 clusters Score -1.168589e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 90225 members 
Entering Unmasked Estep 
Score: -11685896.000000 Penalty: 3721.217773
	Iteration 107Q: 3 clusters Score -1.16859e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 90255 members 
Entering Unmasked Estep 
Score: -11685894.000000 Penalty: 3721.217773
	Iteration 108Q: 3 clusters Score -1.168589e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 90292 members 
Entering Unmasked Estep 
Score: -11685921.000000 Penalty: 3721.217773
	Iteration 109Q: 3 clusters Score -1.168592e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 90318 members 
Entering Unmasked Estep 
Score: -11685920.000000 Penalty: 3721.217773
	Iteration 110Q: 3 clusters Score -1.168592e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 90342 members 
Entering Unmasked Estep 
Score: -11685927.000000 Penalty: 3721.217773
	Iteration 111Q: 3 clusters Score -1.168593e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 90367 members 
Entering Unmasked Estep 
Score: -11685931.000000 Penalty: 3721.217773
	Iteration 112Q: 3 clusters Score -1.168593e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 90389 members 
Entering Unmasked Estep 
Score: -11685939.000000 Penalty: 3721.217773
	Iteration 113Q: 3 clusters Score -1.168594e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 90422 members 
Entering Unmasked Estep 
Score: -11685944.000000 Penalty: 3721.217773
	Iteration 114Q: 3 clusters Score -1.168594e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 90458 members 
Entering Unmasked Estep 
Score: -11685955.000000 Penalty: 3721.217773
	Iteration 115Q: 3 clusters Score -1.168596e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 90504 members 
Entering Unmasked Estep 
Score: -11685955.000000 Penalty: 3721.217773
	Iteration 116Q: 3 clusters Score -1.168596e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 90540 members 
Entering Unmasked Estep 
Score: -11685951.000000 Penalty: 3721.217773
	Iteration 117Q: 3 clusters Score -1.168595e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 90571 members 
Entering Unmasked Estep 
Score: -11685971.000000 Penalty: 3721.217773
	Iteration 118Q: 3 clusters Score -1.168597e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 90593 members 
Entering Unmasked Estep 
Score: -11685987.000000 Penalty: 3721.217773
	Iteration 119Q: 3 clusters Score -1.168599e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 90630 members 
Entering Unmasked Estep 
Score: -11685999.000000 Penalty: 3721.217773
	Iteration 120F: 3 clusters Score -1.1686e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 90658 members 
Entering Unmasked Estep 
Score: -11686016.000000 Penalty: 3721.217773
	Iteration 121Q: 3 clusters Score -1.168602e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 90679 members 
Entering Unmasked Estep 
Score: -11686017.000000 Penalty: 3721.217773
	Iteration 122Q: 3 clusters Score -1.168602e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 90706 members 
Entering Unmasked Estep 
Score: -11686018.000000 Penalty: 3721.217773
	Iteration 123Q: 3 clusters Score -1.168602e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 90736 members 
Entering Unmasked Estep 
Score: -11686012.000000 Penalty: 3721.217773
	Iteration 124Q: 3 clusters Score -1.168601e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 90770 members 
Entering Unmasked Estep 
Score: -11686021.000000 Penalty: 3721.217773
	Iteration 125Q: 3 clusters Score -1.168602e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 90797 members 
Entering Unmasked Estep 
Score: -11686023.000000 Penalty: 3721.217773
	Iteration 126Q: 3 clusters Score -1.168602e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 90825 members 
Entering Unmasked Estep 
Score: -11686041.000000 Penalty: 3721.217773
	Iteration 127Q: 3 clusters Score -1.168604e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 90861 members 
Entering Unmasked Estep 
Score: -11686063.000000 Penalty: 3721.217773
	Iteration 128Q: 3 clusters Score -1.168606e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 90896 members 
Entering Unmasked Estep 
Score: -11686085.000000 Penalty: 3721.217773
	Iteration 129Q: 3 clusters Score -1.168608e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 90923 members 
Entering Unmasked Estep 
Score: -11686075.000000 Penalty: 3721.217773
	Iteration 130Q: 3 clusters Score -1.168608e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 90950 members 
Entering Unmasked Estep 
Score: -11686090.000000 Penalty: 3721.217773
	Iteration 131Q: 3 clusters Score -1.168609e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 90975 members 
Entering Unmasked Estep 
Score: -11686098.000000 Penalty: 3721.217773
	Iteration 132Q: 3 clusters Score -1.16861e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 90993 members 
Entering Unmasked Estep 
Score: -11686099.000000 Penalty: 3721.217773
	Iteration 133Q: 3 clusters Score -1.16861e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 91014 members 
Entering Unmasked Estep 
Score: -11686103.000000 Penalty: 3721.217773
	Iteration 134Q: 3 clusters Score -1.16861e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 91027 members 
Entering Unmasked Estep 
Score: -11686107.000000 Penalty: 3721.217773
	Iteration 135Q: 3 clusters Score -1.168611e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 91042 members 
Entering Unmasked Estep 
Score: -11686114.000000 Penalty: 3721.217773
	Iteration 136Q: 3 clusters Score -1.168611e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 91055 members 
Entering Unmasked Estep 
Score: -11686125.000000 Penalty: 3721.217773
	Iteration 137Q: 3 clusters Score -1.168612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 91067 members 
Entering Unmasked Estep 
Score: -11686121.000000 Penalty: 3721.217773
	Iteration 138Q: 3 clusters Score -1.168612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 91074 members 
Entering Unmasked Estep 
Score: -11686128.000000 Penalty: 3721.217773
	Iteration 139Q: 3 clusters Score -1.168613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 91084 members 
Entering Unmasked Estep 
Score: -11686136.000000 Penalty: 3721.217773
	Iteration 140F: 3 clusters Score -1.168614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 91091 members 
Entering Unmasked Estep 
Score: -11686135.000000 Penalty: 3721.217773
	Iteration 141Q: 3 clusters Score -1.168614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 91096 members 
Entering Unmasked Estep 
Score: -11686143.000000 Penalty: 3721.217773
	Iteration 142Q: 3 clusters Score -1.168614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 91101 members 
Entering Unmasked Estep 
Score: -11686145.000000 Penalty: 3721.217773
	Iteration 143Q: 3 clusters Score -1.168614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 91102 members 
Entering Unmasked Estep 
Score: -11686143.000000 Penalty: 3721.217773
	Iteration 144Q: 3 clusters Score -1.168614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 91103 members 
Entering Unmasked Estep 
Score: -11686144.000000 Penalty: 3721.217773
	Iteration 145Q: 3 clusters Score -1.168614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 91104 members 
Entering Unmasked Estep 
Score: -11686138.000000 Penalty: 3721.217773
	Iteration 146Q: 3 clusters Score -1.168614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 91105 members 
Entering Unmasked Estep 
Score: -11686137.000000 Penalty: 3721.217773
	Iteration 147Q: 3 clusters Score -1.168614e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 91105 members 
Entering Unmasked Estep 
Score: -11686137.000000 Penalty: 3721.217773
	Iteration 148F: 3 clusters Score -1.168614e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -3312393.250000 Penalty: 1660.959106
	Iteration 0F: 2 clusters Score -3312393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -3293814.000000 Penalty: 3321.918213
	Iteration 0F: 3 clusters Score -3293814 nChanged 12649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -3301183.500000 Penalty: 3321.918213
	Iteration 1F: 3 clusters Score -3301184 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -3302303.750000 Penalty: 3321.918213
	Iteration 2F: 3 clusters Score -3302304 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -3303991.500000 Penalty: 3321.918213
	Iteration 3F: 3 clusters Score -3303992 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -3305709.500000 Penalty: 3321.918213
	Iteration 4F: 3 clusters Score -3305710 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -3306930.000000 Penalty: 3321.918213
	Iteration 5F: 3 clusters Score -3306930 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -3307724.250000 Penalty: 3321.918213
	Iteration 6F: 3 clusters Score -3307724 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -3308324.500000 Penalty: 3321.918213
	Iteration 7Q: 3 clusters Score -3308324 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -3308815.000000 Penalty: 3321.918213
	Iteration 8Q: 3 clusters Score -3308815 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -3309206.750000 Penalty: 3321.918213
	Iteration 9Q: 3 clusters Score -3309207 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -3309463.500000 Penalty: 3321.918213
	Iteration 10Q: 3 clusters Score -3309464 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -3309732.750000 Penalty: 3321.918213
	Iteration 11Q: 3 clusters Score -3309733 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -3310191.500000 Penalty: 3321.918213
	Iteration 12Q: 3 clusters Score -3310192 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -3310651.250000 Penalty: 3321.918213
	Iteration 13Q: 3 clusters Score -3310651 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -3310895.000000 Penalty: 3321.918213
	Iteration 14Q: 3 clusters Score -3310895 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -3311046.750000 Penalty: 3321.918213
	Iteration 15Q: 3 clusters Score -3311047 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -3311170.750000 Penalty: 3321.918213
	Iteration 16Q: 3 clusters Score -3311171 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -3311253.500000 Penalty: 3321.918213
	Iteration 17Q: 3 clusters Score -3311254 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -3311341.000000 Penalty: 3321.918213
	Iteration 18Q: 3 clusters Score -3311341 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -3311403.250000 Penalty: 3321.918213
	Iteration 19Q: 3 clusters Score -3311403 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -3311441.750000 Penalty: 3321.918213
	Iteration 20F: 3 clusters Score -3311442 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -3311470.750000 Penalty: 3321.918213
	Iteration 21Q: 3 clusters Score -3311471 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -3311507.000000 Penalty: 3321.918213
	Iteration 22Q: 3 clusters Score -3311507 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -3311523.250000 Penalty: 3321.918213
	Iteration 23Q: 3 clusters Score -3311523 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -3311537.750000 Penalty: 3321.918213
	Iteration 24Q: 3 clusters Score -3311538 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -3311563.750000 Penalty: 3321.918213
	Iteration 25Q: 3 clusters Score -3311564 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -3311578.750000 Penalty: 3321.918213
	Iteration 26Q: 3 clusters Score -3311579 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -3311575.750000 Penalty: 3321.918213
	Iteration 27Q: 3 clusters Score -3311576 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -3311583.750000 Penalty: 3321.918213
	Iteration 28Q: 3 clusters Score -3311584 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -3311588.500000 Penalty: 3321.918213
	Iteration 29Q: 3 clusters Score -3311588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -3311599.250000 Penalty: 3321.918213
	Iteration 30Q: 3 clusters Score -3311599 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -3311607.000000 Penalty: 3321.918213
	Iteration 31Q: 3 clusters Score -3311607 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -3311609.500000 Penalty: 3321.918213
	Iteration 32Q: 3 clusters Score -3311610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -3311625.250000 Penalty: 3321.918213
	Iteration 33Q: 3 clusters Score -3311625 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -3311627.000000 Penalty: 3321.918213
	Iteration 34Q: 3 clusters Score -3311627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -3311628.750000 Penalty: 3321.918213
	Iteration 35Q: 3 clusters Score -3311629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -3311627.750000 Penalty: 3321.918213
	Iteration 36Q: 3 clusters Score -3311628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -3311630.750000 Penalty: 3321.918213
	Iteration 37Q: 3 clusters Score -3311631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -3311632.250000 Penalty: 3321.918213
	Iteration 38Q: 3 clusters Score -3311632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -3311638.750000 Penalty: 3321.918213
	Iteration 39Q: 3 clusters Score -3311639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -3311644.000000 Penalty: 3321.918213
	Iteration 40F: 3 clusters Score -3311644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -3311640.750000 Penalty: 3321.918213
	Iteration 41Q: 3 clusters Score -3311641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -3311645.000000 Penalty: 3321.918213
	Iteration 42Q: 3 clusters Score -3311645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -3311649.750000 Penalty: 3321.918213
	Iteration 43Q: 3 clusters Score -3311650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -3311649.000000 Penalty: 3321.918213
	Iteration 44Q: 3 clusters Score -3311649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -3311651.750000 Penalty: 3321.918213
	Iteration 45Q: 3 clusters Score -3311652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -3311649.750000 Penalty: 3321.918213
	Iteration 46Q: 3 clusters Score -3311650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -3311647.250000 Penalty: 3321.918213
	Iteration 47Q: 3 clusters Score -3311647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -3311653.000000 Penalty: 3321.918213
	Iteration 48Q: 3 clusters Score -3311653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -3311657.000000 Penalty: 3321.918213
	Iteration 49Q: 3 clusters Score -3311657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -3311656.750000 Penalty: 3321.918213
	Iteration 50Q: 3 clusters Score -3311657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -3311663.000000 Penalty: 3321.918213
	Iteration 51Q: 3 clusters Score -3311663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -3311664.250000 Penalty: 3321.918213
	Iteration 52Q: 3 clusters Score -3311664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -3311667.500000 Penalty: 3321.918213
	Iteration 53Q: 3 clusters Score -3311668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -3311668.750000 Penalty: 3321.918213
	Iteration 54Q: 3 clusters Score -3311669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -3311667.750000 Penalty: 3321.918213
	Iteration 55Q: 3 clusters Score -3311668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -3311669.750000 Penalty: 3321.918213
	Iteration 56Q: 3 clusters Score -3311670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -3311667.000000 Penalty: 3321.918213
	Iteration 57Q: 3 clusters Score -3311667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -3311665.500000 Penalty: 3321.918213
	Iteration 58Q: 3 clusters Score -3311666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -3311661.750000 Penalty: 3321.918213
	Iteration 59Q: 3 clusters Score -3311662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -3311664.000000 Penalty: 3321.918213
	Iteration 60F: 3 clusters Score -3311664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (83218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83218 members 
Entering Unmasked Estep 
Score: -10298015.000000 Penalty: 1840.998047
	Iteration 0F: 2 clusters Score -1.029802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 41547 members 
Entering Unmasked Estep 
Score: -10242482.000000 Penalty: 3681.996094
	Iteration 0F: 3 clusters Score -1.024248e+07 nChanged 39556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -10265146.000000 Penalty: 3681.996094
	Iteration 1F: 3 clusters Score -1.026515e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -10265658.000000 Penalty: 3681.996094
	Iteration 2Q: 3 clusters Score -1.026566e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -10266204.000000 Penalty: 3681.996094
	Iteration 3Q: 3 clusters Score -1.02662e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -10266899.000000 Penalty: 3681.996094
	Iteration 4Q: 3 clusters Score -1.02669e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -10267617.000000 Penalty: 3681.996094
	Iteration 5Q: 3 clusters Score -1.026762e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -10268426.000000 Penalty: 3681.996094
	Iteration 6Q: 3 clusters Score -1.026843e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -10269419.000000 Penalty: 3681.996094
	Iteration 7Q: 3 clusters Score -1.026942e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -10271044.000000 Penalty: 3681.996094
	Iteration 8Q: 3 clusters Score -1.027104e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -10273623.000000 Penalty: 3681.996094
	Iteration 9Q: 3 clusters Score -1.027362e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -10277095.000000 Penalty: 3681.996094
	Iteration 10F: 3 clusters Score -1.02771e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 47241 members 
Entering Unmasked Estep 
Score: -10280511.000000 Penalty: 3681.996094
	Iteration 11F: 3 clusters Score -1.028051e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -10282404.000000 Penalty: 3681.996094
	Iteration 12Q: 3 clusters Score -1.02824e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -10283102.000000 Penalty: 3681.996094
	Iteration 13Q: 3 clusters Score -1.02831e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -10283380.000000 Penalty: 3681.996094
	Iteration 14Q: 3 clusters Score -1.028338e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -10283525.000000 Penalty: 3681.996094
	Iteration 15Q: 3 clusters Score -1.028352e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 50097 members 
Entering Unmasked Estep 
Score: -10283631.000000 Penalty: 3681.996094
	Iteration 16Q: 3 clusters Score -1.028363e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 50622 members 
Entering Unmasked Estep 
Score: -10283760.000000 Penalty: 3681.996094
	Iteration 17Q: 3 clusters Score -1.028376e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 51168 members 
Entering Unmasked Estep 
Score: -10283915.000000 Penalty: 3681.996094
	Iteration 18Q: 3 clusters Score -1.028392e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 51725 members 
Entering Unmasked Estep 
Score: -10284009.000000 Penalty: 3681.996094
	Iteration 19Q: 3 clusters Score -1.028401e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 52304 members 
Entering Unmasked Estep 
Score: -10284130.000000 Penalty: 3681.996094
	Iteration 20F: 3 clusters Score -1.028413e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 52876 members 
Entering Unmasked Estep 
Score: -10284203.000000 Penalty: 3681.996094
	Iteration 21Q: 3 clusters Score -1.02842e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 53461 members 
Entering Unmasked Estep 
Score: -10284296.000000 Penalty: 3681.996094
	Iteration 22Q: 3 clusters Score -1.02843e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -10284433.000000 Penalty: 3681.996094
	Iteration 23Q: 3 clusters Score -1.028443e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 54784 members 
Entering Unmasked Estep 
Score: -10284552.000000 Penalty: 3681.996094
	Iteration 24Q: 3 clusters Score -1.028455e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 55473 members 
Entering Unmasked Estep 
Score: -10284646.000000 Penalty: 3681.996094
	Iteration 25Q: 3 clusters Score -1.028465e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 56160 members 
Entering Unmasked Estep 
Score: -10284767.000000 Penalty: 3681.996094
	Iteration 26Q: 3 clusters Score -1.028477e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 56865 members 
Entering Unmasked Estep 
Score: -10284880.000000 Penalty: 3681.996094
	Iteration 27Q: 3 clusters Score -1.028488e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 57627 members 
Entering Unmasked Estep 
Score: -10285001.000000 Penalty: 3681.996094
	Iteration 28Q: 3 clusters Score -1.0285e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 58475 members 
Entering Unmasked Estep 
Score: -10285154.000000 Penalty: 3681.996094
	Iteration 29Q: 3 clusters Score -1.028515e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 59375 members 
Entering Unmasked Estep 
Score: -10285278.000000 Penalty: 3681.996094
	Iteration 30Q: 3 clusters Score -1.028528e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 60358 members 
Entering Unmasked Estep 
Score: -10285446.000000 Penalty: 3681.996094
	Iteration 31Q: 3 clusters Score -1.028545e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 61442 members 
Entering Unmasked Estep 
Score: -10285672.000000 Penalty: 3681.996094
	Iteration 32Q: 3 clusters Score -1.028567e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 62617 members 
Entering Unmasked Estep 
Score: -10286008.000000 Penalty: 3681.996094
	Iteration 33Q: 3 clusters Score -1.028601e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 63900 members 
Entering Unmasked Estep 
Score: -10286391.000000 Penalty: 3681.996094
	Iteration 34Q: 3 clusters Score -1.028639e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 65350 members 
Entering Unmasked Estep 
Score: -10286839.000000 Penalty: 3681.996094
	Iteration 35Q: 3 clusters Score -1.028684e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 66918 members 
Entering Unmasked Estep 
Score: -10287314.000000 Penalty: 3681.996094
	Iteration 36Q: 3 clusters Score -1.028731e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 68643 members 
Entering Unmasked Estep 
Score: -10288018.000000 Penalty: 3681.996094
	Iteration 37Q: 3 clusters Score -1.028802e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 70411 members 
Entering Unmasked Estep 
Score: -10288794.000000 Penalty: 3681.996094
	Iteration 38Q: 3 clusters Score -1.028879e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 72197 members 
Entering Unmasked Estep 
Score: -10289558.000000 Penalty: 3681.996094
	Iteration 39Q: 3 clusters Score -1.028956e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 73955 members 
Entering Unmasked Estep 
Score: -10290507.000000 Penalty: 3681.996094
	Iteration 40F: 3 clusters Score -1.029051e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 75646 members 
Entering Unmasked Estep 
Score: -10291468.000000 Penalty: 3681.996094
	Iteration 41Q: 3 clusters Score -1.029147e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 77245 members 
Entering Unmasked Estep 
Score: -10292446.000000 Penalty: 3681.996094
	Iteration 42Q: 3 clusters Score -1.029245e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 78710 members 
Entering Unmasked Estep 
Score: -10293418.000000 Penalty: 3681.996094
	Iteration 43Q: 3 clusters Score -1.029342e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 79886 members 
Entering Unmasked Estep 
Score: -10294194.000000 Penalty: 3681.996094
	Iteration 44Q: 3 clusters Score -1.029419e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 80804 members 
Entering Unmasked Estep 
Score: -10294862.000000 Penalty: 3681.996094
	Iteration 45Q: 3 clusters Score -1.029486e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 81531 members 
Entering Unmasked Estep 
Score: -10295384.000000 Penalty: 3681.996094
	Iteration 46Q: 3 clusters Score -1.029538e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 82036 members 
Entering Unmasked Estep 
Score: -10295711.000000 Penalty: 3681.996094
	Iteration 47Q: 3 clusters Score -1.029571e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 82385 members 
Entering Unmasked Estep 
Score: -10295993.000000 Penalty: 3681.996094
	Iteration 48Q: 3 clusters Score -1.029599e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 82605 members 
Entering Unmasked Estep 
Score: -10296149.000000 Penalty: 3681.996094
	Iteration 49Q: 3 clusters Score -1.029615e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 82725 members 
Entering Unmasked Estep 
Score: -10296229.000000 Penalty: 3681.996094
	Iteration 50Q: 3 clusters Score -1.029623e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 82795 members 
Entering Unmasked Estep 
Score: -10296292.000000 Penalty: 3681.996094
	Iteration 51Q: 3 clusters Score -1.029629e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 82842 members 
Entering Unmasked Estep 
Score: -10296339.000000 Penalty: 3681.996094
	Iteration 52Q: 3 clusters Score -1.029634e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 82880 members 
Entering Unmasked Estep 
Score: -10296366.000000 Penalty: 3681.996094
	Iteration 53Q: 3 clusters Score -1.029637e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 82905 members 
Entering Unmasked Estep 
Score: -10296381.000000 Penalty: 3681.996094
	Iteration 54Q: 3 clusters Score -1.029638e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 82916 members 
Entering Unmasked Estep 
Score: -10296387.000000 Penalty: 3681.996094
	Iteration 55Q: 3 clusters Score -1.029639e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 82922 members 
Entering Unmasked Estep 
Score: -10296403.000000 Penalty: 3681.996094
	Iteration 56Q: 3 clusters Score -1.02964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 82935 members 
Entering Unmasked Estep 
Score: -10296411.000000 Penalty: 3681.996094
	Iteration 57Q: 3 clusters Score -1.029641e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 82942 members 
Entering Unmasked Estep 
Score: -10296426.000000 Penalty: 3681.996094
	Iteration 58Q: 3 clusters Score -1.029643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 82947 members 
Entering Unmasked Estep 
Score: -10296433.000000 Penalty: 3681.996094
	Iteration 59Q: 3 clusters Score -1.029643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 82952 members 
Entering Unmasked Estep 
Score: -10296431.000000 Penalty: 3681.996094
	Iteration 60F: 3 clusters Score -1.029643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 82952 members 
Entering Unmasked Estep 
Score: -10296435.000000 Penalty: 3681.996094
	Iteration 61Q: 3 clusters Score -1.029644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 82951 members 
Entering Unmasked Estep 
Score: -10296431.000000 Penalty: 3681.996094
	Iteration 62Q: 3 clusters Score -1.029643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 82951 members 
Entering Unmasked Estep 
Score: -10296431.000000 Penalty: 3681.996094
	Iteration 63F: 3 clusters Score -1.029643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Entering Unmasked Estep 
Score: -175439.953125 Penalty: 1207.007568
	Iteration 0F: 2 clusters Score -175440 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 859 members 
Entering Unmasked Estep 
Score: -173607.906250 Penalty: 2414.015137
	Iteration 0F: 3 clusters Score -173607.9 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -174330.796875 Penalty: 2414.015137
	Iteration 1F: 3 clusters Score -174330.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -174824.000000 Penalty: 2414.015137
	Iteration 2F: 3 clusters Score -174824 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -175198.859375 Penalty: 2414.015137
	Iteration 3F: 3 clusters Score -175198.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -175447.125000 Penalty: 2414.015137
	Iteration 4F: 3 clusters Score -175447.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -175522.171875 Penalty: 2414.015137
	Iteration 5Q: 3 clusters Score -175522.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -175559.375000 Penalty: 2414.015137
	Iteration 6Q: 3 clusters Score -175559.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -175577.453125 Penalty: 2414.015137
	Iteration 7Q: 3 clusters Score -175577.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -175588.562500 Penalty: 2414.015137
	Iteration 8Q: 3 clusters Score -175588.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -175592.687500 Penalty: 2414.015137
	Iteration 9Q: 3 clusters Score -175592.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -175599.781250 Penalty: 2414.015137
	Iteration 10Q: 3 clusters Score -175599.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -175604.859375 Penalty: 2414.015137
	Iteration 11Q: 3 clusters Score -175604.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -175615.609375 Penalty: 2414.015137
	Iteration 12Q: 3 clusters Score -175615.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -175624.343750 Penalty: 2414.015137
	Iteration 13Q: 3 clusters Score -175624.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -175639.703125 Penalty: 2414.015137
	Iteration 14Q: 3 clusters Score -175639.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -175653.656250 Penalty: 2414.015137
	Iteration 15Q: 3 clusters Score -175653.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -175663.015625 Penalty: 2414.015137
	Iteration 16Q: 3 clusters Score -175663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -175672.578125 Penalty: 2414.015137
	Iteration 17Q: 3 clusters Score -175672.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -175678.640625 Penalty: 2414.015137
	Iteration 18Q: 3 clusters Score -175678.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -175685.375000 Penalty: 2414.015137
	Iteration 19Q: 3 clusters Score -175685.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -175720.875000 Penalty: 2414.015137
	Iteration 20F: 3 clusters Score -175720.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -175764.171875 Penalty: 2414.015137
	Iteration 21Q: 3 clusters Score -175764.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -175789.046875 Penalty: 2414.015137
	Iteration 22Q: 3 clusters Score -175789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -175794.781250 Penalty: 2414.015137
	Iteration 23Q: 3 clusters Score -175794.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -175799.781250 Penalty: 2414.015137
	Iteration 24Q: 3 clusters Score -175799.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -175806.687500 Penalty: 2414.015137
	Iteration 25Q: 3 clusters Score -175806.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -175811.312500 Penalty: 2414.015137
	Iteration 26Q: 3 clusters Score -175811.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -175818.859375 Penalty: 2414.015137
	Iteration 27Q: 3 clusters Score -175818.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -175822.812500 Penalty: 2414.015137
	Iteration 28Q: 3 clusters Score -175822.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -175826.578125 Penalty: 2414.015137
	Iteration 29Q: 3 clusters Score -175826.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -175827.656250 Penalty: 2414.015137
	Iteration 30Q: 3 clusters Score -175827.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -175827.531250 Penalty: 2414.015137
	Iteration 31Q: 3 clusters Score -175827.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -175828.312500 Penalty: 2414.015137
	Iteration 32Q: 3 clusters Score -175828.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -175828.765625 Penalty: 2414.015137
	Iteration 33Q: 3 clusters Score -175828.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -175829.390625 Penalty: 2414.015137
	Iteration 34Q: 3 clusters Score -175829.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -175829.390625 Penalty: 2414.015137
	Iteration 35F: 3 clusters Score -175829.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 102802 members 
Mstep: Class 3 contains 7542 members 
Mstep: Class 4 contains 512 members 
Mstep: Class 5 contains 35795 members 
Mstep: Class 6 contains 10126 members 
Mstep: Class 7 contains 4915 members 
Mstep: Class 8 contains 1555 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 103459 members 
Mstep: Class 11 contains 9409 members 
Mstep: Class 12 contains 110345 members 
Mstep: Class 13 contains 13834 members 
Mstep: Class 14 contains 411 members 
Mstep: Class 15 contains 6586 members 
Mstep: Class 16 contains 8808 members 
Mstep: Class 17 contains 18509 members 
Mstep: Class 18 contains 529 members 
Mstep: Class 19 contains 93892 members 
Mstep: Class 20 contains 27482 members 
Mstep: Class 21 contains 83218 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 5462 members 
Mstep: Class 24 contains 9680 members 
Mstep: Class 25 contains 79894 members 
Mstep: Class 26 contains 33968 members 
Mstep: Class 27 contains 1172 members 
Mstep: Class 28 contains 110444 members 
Mstep: Class 29 contains 8885 members 
Mstep: Class 30 contains 2698 members 
Mstep: Class 31 contains 4468 members 
Mstep: Class 32 contains 542 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 564 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 456 members 
Entering Unmasked Estep 
Score: -111753088.000000 Penalty: 80323.031250
Splitting cluster 22 changes total score from -111751584.000000 to -111753088.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 23 (5462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Entering Unmasked Estep 
Score: -676035.375000 Penalty: 1398.405151
	Iteration 0F: 2 clusters Score -676035.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -671751.062500 Penalty: 2796.810303
	Iteration 0F: 3 clusters Score -671751.1 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -672919.875000 Penalty: 2796.810303
	Iteration 1F: 3 clusters Score -672919.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -673199.375000 Penalty: 2796.810303
	Iteration 2F: 3 clusters Score -673199.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -673536.187500 Penalty: 2796.810303
	Iteration 3F: 3 clusters Score -673536.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -674074.625000 Penalty: 2796.810303
	Iteration 4F: 3 clusters Score -674074.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -674859.750000 Penalty: 2796.810303
	Iteration 5F: 3 clusters Score -674859.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -675471.187500 Penalty: 2796.810303
	Iteration 6F: 3 clusters Score -675471.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -675826.375000 Penalty: 2796.810303
	Iteration 7F: 3 clusters Score -675826.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -676048.812500 Penalty: 2796.810303
	Iteration 8Q: 3 clusters Score -676048.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -676182.500000 Penalty: 2796.810303
	Iteration 9Q: 3 clusters Score -676182.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -676238.187500 Penalty: 2796.810303
	Iteration 10Q: 3 clusters Score -676238.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -676279.375000 Penalty: 2796.810303
	Iteration 11Q: 3 clusters Score -676279.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -676301.125000 Penalty: 2796.810303
	Iteration 12Q: 3 clusters Score -676301.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -676322.687500 Penalty: 2796.810303
	Iteration 13Q: 3 clusters Score -676322.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -676335.437500 Penalty: 2796.810303
	Iteration 14Q: 3 clusters Score -676335.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -676343.625000 Penalty: 2796.810303
	Iteration 15Q: 3 clusters Score -676343.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -676355.750000 Penalty: 2796.810303
	Iteration 16Q: 3 clusters Score -676355.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -676371.500000 Penalty: 2796.810303
	Iteration 17Q: 3 clusters Score -676371.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -676383.062500 Penalty: 2796.810303
	Iteration 18Q: 3 clusters Score -676383.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -676388.937500 Penalty: 2796.810303
	Iteration 19Q: 3 clusters Score -676388.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -676395.375000 Penalty: 2796.810303
	Iteration 20F: 3 clusters Score -676395.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -676397.187500 Penalty: 2796.810303
	Iteration 21Q: 3 clusters Score -676397.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -676400.750000 Penalty: 2796.810303
	Iteration 22Q: 3 clusters Score -676400.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -676402.125000 Penalty: 2796.810303
	Iteration 23Q: 3 clusters Score -676402.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -676402.875000 Penalty: 2796.810303
	Iteration 24Q: 3 clusters Score -676402.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -676406.312500 Penalty: 2796.810303
	Iteration 25Q: 3 clusters Score -676406.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -676408.000000 Penalty: 2796.810303
	Iteration 26Q: 3 clusters Score -676408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -676407.500000 Penalty: 2796.810303
	Iteration 27Q: 3 clusters Score -676407.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -676407.500000 Penalty: 2796.810303
	Iteration 28F: 3 clusters Score -676407.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 102802 members 
Mstep: Class 3 contains 7542 members 
Mstep: Class 4 contains 512 members 
Mstep: Class 5 contains 35795 members 
Mstep: Class 6 contains 10126 members 
Mstep: Class 7 contains 4915 members 
Mstep: Class 8 contains 1555 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 103459 members 
Mstep: Class 11 contains 9409 members 
Mstep: Class 12 contains 110345 members 
Mstep: Class 13 contains 13834 members 
Mstep: Class 14 contains 411 members 
Mstep: Class 15 contains 6586 members 
Mstep: Class 16 contains 8808 members 
Mstep: Class 17 contains 18509 members 
Mstep: Class 18 contains 529 members 
Mstep: Class 19 contains 93892 members 
Mstep: Class 20 contains 27482 members 
Mstep: Class 21 contains 83218 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 4329 members 
Mstep: Class 24 contains 9680 members 
Mstep: Class 25 contains 79894 members 
Mstep: Class 26 contains 33968 members 
Mstep: Class 27 contains 1172 members 
Mstep: Class 28 contains 110444 members 
Mstep: Class 29 contains 8885 members 
Mstep: Class 30 contains 2698 members 
Mstep: Class 31 contains 4468 members 
Mstep: Class 32 contains 542 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 564 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 456 members 
Mstep: Class 37 contains 1133 members 
Entering Unmasked Estep 
Score: -111752648.000000 Penalty: 82554.226562
Splitting cluster 23 changes total score from -111751584.000000 to -111752648.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 24 (9680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Entering Unmasked Estep 
Score: -1198940.500000 Penalty: 1491.395264
	Iteration 0F: 2 clusters Score -1198940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1191965.500000 Penalty: 2982.790527
	Iteration 0F: 3 clusters Score -1191966 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1194352.625000 Penalty: 2982.790527
	Iteration 1F: 3 clusters Score -1194353 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1194737.000000 Penalty: 2982.790527
	Iteration 2F: 3 clusters Score -1194737 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1195065.625000 Penalty: 2982.790527
	Iteration 3F: 3 clusters Score -1195066 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1195375.375000 Penalty: 2982.790527
	Iteration 4F: 3 clusters Score -1195375 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1195672.875000 Penalty: 2982.790527
	Iteration 5F: 3 clusters Score -1195673 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1195978.250000 Penalty: 2982.790527
	Iteration 6Q: 3 clusters Score -1195978 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1196256.250000 Penalty: 2982.790527
	Iteration 7Q: 3 clusters Score -1196256 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1196533.000000 Penalty: 2982.790527
	Iteration 8Q: 3 clusters Score -1196533 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1196798.000000 Penalty: 2982.790527
	Iteration 9Q: 3 clusters Score -1196798 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1197022.875000 Penalty: 2982.790527
	Iteration 10Q: 3 clusters Score -1197023 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1197215.000000 Penalty: 2982.790527
	Iteration 11Q: 3 clusters Score -1197215 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1197349.500000 Penalty: 2982.790527
	Iteration 12Q: 3 clusters Score -1197350 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1197439.375000 Penalty: 2982.790527
	Iteration 13Q: 3 clusters Score -1197439 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1197520.375000 Penalty: 2982.790527
	Iteration 14Q: 3 clusters Score -1197520 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1197587.125000 Penalty: 2982.790527
	Iteration 15Q: 3 clusters Score -1197587 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1197659.000000 Penalty: 2982.790527
	Iteration 16Q: 3 clusters Score -1197659 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1197707.625000 Penalty: 2982.790527
	Iteration 17Q: 3 clusters Score -1197708 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1197757.625000 Penalty: 2982.790527
	Iteration 18Q: 3 clusters Score -1197758 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1197796.875000 Penalty: 2982.790527
	Iteration 19Q: 3 clusters Score -1197797 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1197822.625000 Penalty: 2982.790527
	Iteration 20F: 3 clusters Score -1197823 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1197839.000000 Penalty: 2982.790527
	Iteration 21Q: 3 clusters Score -1197839 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1197846.500000 Penalty: 2982.790527
	Iteration 22Q: 3 clusters Score -1197846 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1197862.000000 Penalty: 2982.790527
	Iteration 23Q: 3 clusters Score -1197862 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1197876.750000 Penalty: 2982.790527
	Iteration 24Q: 3 clusters Score -1197877 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1197883.625000 Penalty: 2982.790527
	Iteration 25Q: 3 clusters Score -1197884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1197889.625000 Penalty: 2982.790527
	Iteration 26Q: 3 clusters Score -1197890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1197895.125000 Penalty: 2982.790527
	Iteration 27Q: 3 clusters Score -1197895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1197899.625000 Penalty: 2982.790527
	Iteration 28Q: 3 clusters Score -1197900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1197904.375000 Penalty: 2982.790527
	Iteration 29Q: 3 clusters Score -1197904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1197909.500000 Penalty: 2982.790527
	Iteration 30Q: 3 clusters Score -1197910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1197908.500000 Penalty: 2982.790527
	Iteration 31Q: 3 clusters Score -1197908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1197910.375000 Penalty: 2982.790527
	Iteration 32Q: 3 clusters Score -1197910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1197910.500000 Penalty: 2982.790527
	Iteration 33Q: 3 clusters Score -1197910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1197908.750000 Penalty: 2982.790527
	Iteration 34Q: 3 clusters Score -1197909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1197911.000000 Penalty: 2982.790527
	Iteration 35Q: 3 clusters Score -1197911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1197910.875000 Penalty: 2982.790527
	Iteration 36Q: 3 clusters Score -1197911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1197910.875000 Penalty: 2982.790527
	Iteration 37F: 3 clusters Score -1197911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (79894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79894 members 
Entering Unmasked Estep 
Score: -9716155.000000 Penalty: 1834.374146
	Iteration 0F: 2 clusters Score -9716155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -9662932.000000 Penalty: 3668.748291
	Iteration 0F: 3 clusters Score -9662932 nChanged 37906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -9685049.000000 Penalty: 3668.748291
	Iteration 1F: 3 clusters Score -9685049 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -9685966.000000 Penalty: 3668.748291
	Iteration 2Q: 3 clusters Score -9685966 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -9687146.000000 Penalty: 3668.748291
	Iteration 3Q: 3 clusters Score -9687146 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 47905 members 
Entering Unmasked Estep 
Score: -9688689.000000 Penalty: 3668.748291
	Iteration 4Q: 3 clusters Score -9688689 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 51513 members 
Entering Unmasked Estep 
Score: -9691073.000000 Penalty: 3668.748291
	Iteration 5F: 3 clusters Score -9691073 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 56208 members 
Entering Unmasked Estep 
Score: -9694576.000000 Penalty: 3668.748291
	Iteration 6F: 3 clusters Score -9694576 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 61790 members 
Entering Unmasked Estep 
Score: -9699370.000000 Penalty: 3668.748291
	Iteration 7F: 3 clusters Score -9699370 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 67266 members 
Entering Unmasked Estep 
Score: -9704294.000000 Penalty: 3668.748291
	Iteration 8F: 3 clusters Score -9704294 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 71628 members 
Entering Unmasked Estep 
Score: -9708502.000000 Penalty: 3668.748291
	Iteration 9F: 3 clusters Score -9708502 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 74527 members 
Entering Unmasked Estep 
Score: -9711277.000000 Penalty: 3668.748291
	Iteration 10Q: 3 clusters Score -9711277 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 76140 members 
Entering Unmasked Estep 
Score: -9712842.000000 Penalty: 3668.748291
	Iteration 11Q: 3 clusters Score -9712842 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 77039 members 
Entering Unmasked Estep 
Score: -9713547.000000 Penalty: 3668.748291
	Iteration 12Q: 3 clusters Score -9713547 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 77572 members 
Entering Unmasked Estep 
Score: -9713930.000000 Penalty: 3668.748291
	Iteration 13Q: 3 clusters Score -9713930 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 77905 members 
Entering Unmasked Estep 
Score: -9714120.000000 Penalty: 3668.748291
	Iteration 14Q: 3 clusters Score -9714120 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 78129 members 
Entering Unmasked Estep 
Score: -9714264.000000 Penalty: 3668.748291
	Iteration 15Q: 3 clusters Score -9714264 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 78310 members 
Entering Unmasked Estep 
Score: -9714370.000000 Penalty: 3668.748291
	Iteration 16Q: 3 clusters Score -9714370 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 78458 members 
Entering Unmasked Estep 
Score: -9714457.000000 Penalty: 3668.748291
	Iteration 17Q: 3 clusters Score -9714457 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 78573 members 
Entering Unmasked Estep 
Score: -9714479.000000 Penalty: 3668.748291
	Iteration 18Q: 3 clusters Score -9714479 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 78666 members 
Entering Unmasked Estep 
Score: -9714539.000000 Penalty: 3668.748291
	Iteration 19Q: 3 clusters Score -9714539 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 78736 members 
Entering Unmasked Estep 
Score: -9714562.000000 Penalty: 3668.748291
	Iteration 20F: 3 clusters Score -9714562 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 78782 members 
Entering Unmasked Estep 
Score: -9714599.000000 Penalty: 3668.748291
	Iteration 21Q: 3 clusters Score -9714599 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 78822 members 
Entering Unmasked Estep 
Score: -9714608.000000 Penalty: 3668.748291
	Iteration 22Q: 3 clusters Score -9714608 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 78855 members 
Entering Unmasked Estep 
Score: -9714624.000000 Penalty: 3668.748291
	Iteration 23Q: 3 clusters Score -9714624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 78879 members 
Entering Unmasked Estep 
Score: -9714645.000000 Penalty: 3668.748291
	Iteration 24Q: 3 clusters Score -9714645 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 78900 members 
Entering Unmasked Estep 
Score: -9714652.000000 Penalty: 3668.748291
	Iteration 25Q: 3 clusters Score -9714652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 78923 members 
Entering Unmasked Estep 
Score: -9714661.000000 Penalty: 3668.748291
	Iteration 26Q: 3 clusters Score -9714661 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 78944 members 
Entering Unmasked Estep 
Score: -9714667.000000 Penalty: 3668.748291
	Iteration 27Q: 3 clusters Score -9714667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 78961 members 
Entering Unmasked Estep 
Score: -9714677.000000 Penalty: 3668.748291
	Iteration 28Q: 3 clusters Score -9714677 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 78985 members 
Entering Unmasked Estep 
Score: -9714688.000000 Penalty: 3668.748291
	Iteration 29Q: 3 clusters Score -9714688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 79007 members 
Entering Unmasked Estep 
Score: -9714689.000000 Penalty: 3668.748291
	Iteration 30Q: 3 clusters Score -9714689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 79025 members 
Entering Unmasked Estep 
Score: -9714703.000000 Penalty: 3668.748291
	Iteration 31Q: 3 clusters Score -9714703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 79039 members 
Entering Unmasked Estep 
Score: -9714716.000000 Penalty: 3668.748291
	Iteration 32Q: 3 clusters Score -9714716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 79049 members 
Entering Unmasked Estep 
Score: -9714730.000000 Penalty: 3668.748291
	Iteration 33Q: 3 clusters Score -9714730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 79062 members 
Entering Unmasked Estep 
Score: -9714735.000000 Penalty: 3668.748291
	Iteration 34Q: 3 clusters Score -9714735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 79070 members 
Entering Unmasked Estep 
Score: -9714744.000000 Penalty: 3668.748291
	Iteration 35Q: 3 clusters Score -9714744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 79078 members 
Entering Unmasked Estep 
Score: -9714756.000000 Penalty: 3668.748291
	Iteration 36Q: 3 clusters Score -9714756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 79088 members 
Entering Unmasked Estep 
Score: -9714772.000000 Penalty: 3668.748291
	Iteration 37Q: 3 clusters Score -9714772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 79098 members 
Entering Unmasked Estep 
Score: -9714762.000000 Penalty: 3668.748291
	Iteration 38Q: 3 clusters Score -9714762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 79098 members 
Entering Unmasked Estep 
Score: -9714773.000000 Penalty: 3668.748291
	Iteration 39Q: 3 clusters Score -9714773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 79095 members 
Entering Unmasked Estep 
Score: -9714788.000000 Penalty: 3668.748291
	Iteration 40F: 3 clusters Score -9714788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 79102 members 
Entering Unmasked Estep 
Score: -9714792.000000 Penalty: 3668.748291
	Iteration 41Q: 3 clusters Score -9714792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 79106 members 
Entering Unmasked Estep 
Score: -9714798.000000 Penalty: 3668.748291
	Iteration 42Q: 3 clusters Score -9714798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 79110 members 
Entering Unmasked Estep 
Score: -9714799.000000 Penalty: 3668.748291
	Iteration 43Q: 3 clusters Score -9714799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 79114 members 
Entering Unmasked Estep 
Score: -9714802.000000 Penalty: 3668.748291
	Iteration 44Q: 3 clusters Score -9714802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 79118 members 
Entering Unmasked Estep 
Score: -9714802.000000 Penalty: 3668.748291
	Iteration 45Q: 3 clusters Score -9714802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 79121 members 
Entering Unmasked Estep 
Score: -9714809.000000 Penalty: 3668.748291
	Iteration 46Q: 3 clusters Score -9714809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 79122 members 
Entering Unmasked Estep 
Score: -9714807.000000 Penalty: 3668.748291
	Iteration 47Q: 3 clusters Score -9714807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 79119 members 
Entering Unmasked Estep 
Score: -9714813.000000 Penalty: 3668.748291
	Iteration 48Q: 3 clusters Score -9714813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 79116 members 
Entering Unmasked Estep 
Score: -9714812.000000 Penalty: 3668.748291
	Iteration 49Q: 3 clusters Score -9714812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 79115 members 
Entering Unmasked Estep 
Score: -9714810.000000 Penalty: 3668.748291
	Iteration 50Q: 3 clusters Score -9714810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 79117 members 
Entering Unmasked Estep 
Score: -9714812.000000 Penalty: 3668.748291
	Iteration 51Q: 3 clusters Score -9714812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 79120 members 
Entering Unmasked Estep 
Score: -9714813.000000 Penalty: 3668.748291
	Iteration 52Q: 3 clusters Score -9714813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 79122 members 
Entering Unmasked Estep 
Score: -9714817.000000 Penalty: 3668.748291
	Iteration 53Q: 3 clusters Score -9714817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 79127 members 
Entering Unmasked Estep 
Score: -9714821.000000 Penalty: 3668.748291
	Iteration 54Q: 3 clusters Score -9714821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 79126 members 
Entering Unmasked Estep 
Score: -9714843.000000 Penalty: 3668.748291
	Iteration 55Q: 3 clusters Score -9714843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 79126 members 
Entering Unmasked Estep 
Score: -9714838.000000 Penalty: 3668.748291
	Iteration 56Q: 3 clusters Score -9714838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 79130 members 
Entering Unmasked Estep 
Score: -9714837.000000 Penalty: 3668.748291
	Iteration 57Q: 3 clusters Score -9714837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 79132 members 
Entering Unmasked Estep 
Score: -9714839.000000 Penalty: 3668.748291
	Iteration 58Q: 3 clusters Score -9714839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 79134 members 
Entering Unmasked Estep 
Score: -9714835.000000 Penalty: 3668.748291
	Iteration 59Q: 3 clusters Score -9714835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 79135 members 
Entering Unmasked Estep 
Score: -9714832.000000 Penalty: 3668.748291
	Iteration 60F: 3 clusters Score -9714832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 79137 members 
Entering Unmasked Estep 
Score: -9714839.000000 Penalty: 3668.748291
	Iteration 61Q: 3 clusters Score -9714839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 79136 members 
Entering Unmasked Estep 
Score: -9714841.000000 Penalty: 3668.748291
	Iteration 62Q: 3 clusters Score -9714841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 79136 members 
Entering Unmasked Estep 
Score: -9714841.000000 Penalty: 3668.748291
	Iteration 63F: 3 clusters Score -9714841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (33968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Entering Unmasked Estep 
Score: -4237065.500000 Penalty: 1695.390747
	Iteration 0F: 2 clusters Score -4237066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -4214333.000000 Penalty: 3390.781494
	Iteration 0F: 3 clusters Score -4214333 nChanged 15564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -4223282.500000 Penalty: 3390.781494
	Iteration 1F: 3 clusters Score -4223282 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -4224331.000000 Penalty: 3390.781494
	Iteration 2F: 3 clusters Score -4224331 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -4225974.500000 Penalty: 3390.781494
	Iteration 3F: 3 clusters Score -4225974 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -4228444.000000 Penalty: 3390.781494
	Iteration 4F: 3 clusters Score -4228444 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -4231214.000000 Penalty: 3390.781494
	Iteration 5F: 3 clusters Score -4231214 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -4233494.000000 Penalty: 3390.781494
	Iteration 6F: 3 clusters Score -4233494 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -4234708.000000 Penalty: 3390.781494
	Iteration 7Q: 3 clusters Score -4234708 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -4235202.500000 Penalty: 3390.781494
	Iteration 8Q: 3 clusters Score -4235202 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -4235388.000000 Penalty: 3390.781494
	Iteration 9Q: 3 clusters Score -4235388 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -4235478.500000 Penalty: 3390.781494
	Iteration 10Q: 3 clusters Score -4235478 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -4235528.000000 Penalty: 3390.781494
	Iteration 11Q: 3 clusters Score -4235528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -4235561.500000 Penalty: 3390.781494
	Iteration 12Q: 3 clusters Score -4235562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -4235582.000000 Penalty: 3390.781494
	Iteration 13Q: 3 clusters Score -4235582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -4235590.500000 Penalty: 3390.781494
	Iteration 14Q: 3 clusters Score -4235590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -4235600.500000 Penalty: 3390.781494
	Iteration 15Q: 3 clusters Score -4235600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -4235607.500000 Penalty: 3390.781494
	Iteration 16Q: 3 clusters Score -4235608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -4235615.000000 Penalty: 3390.781494
	Iteration 17Q: 3 clusters Score -4235615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -4235616.500000 Penalty: 3390.781494
	Iteration 18Q: 3 clusters Score -4235616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -4235622.000000 Penalty: 3390.781494
	Iteration 19Q: 3 clusters Score -4235622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -4235625.000000 Penalty: 3390.781494
	Iteration 20F: 3 clusters Score -4235625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -4235626.000000 Penalty: 3390.781494
	Iteration 21Q: 3 clusters Score -4235626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -4235626.000000 Penalty: 3390.781494
	Iteration 22Q: 3 clusters Score -4235626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -4235628.500000 Penalty: 3390.781494
	Iteration 23Q: 3 clusters Score -4235628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -4235628.500000 Penalty: 3390.781494
	Iteration 24F: 3 clusters Score -4235628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Entering Unmasked Estep 
Score: -114924.289062 Penalty: 1148.300903
	Iteration 0F: 2 clusters Score -114924.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -113554.726562 Penalty: 2296.601807
	Iteration 0F: 3 clusters Score -113554.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -114342.296875 Penalty: 2296.601807
	Iteration 1F: 3 clusters Score -114342.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -114670.429688 Penalty: 2296.601807
	Iteration 2F: 3 clusters Score -114670.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -114812.703125 Penalty: 2296.601807
	Iteration 3F: 3 clusters Score -114812.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -114909.796875 Penalty: 2296.601807
	Iteration 4Q: 3 clusters Score -114909.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -114973.960938 Penalty: 2296.601807
	Iteration 5Q: 3 clusters Score -114974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -115018.250000 Penalty: 2296.601807
	Iteration 6Q: 3 clusters Score -115018.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -115051.101562 Penalty: 2296.601807
	Iteration 7Q: 3 clusters Score -115051.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -115063.890625 Penalty: 2296.601807
	Iteration 8Q: 3 clusters Score -115063.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -115068.398438 Penalty: 2296.601807
	Iteration 9Q: 3 clusters Score -115068.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -115072.429688 Penalty: 2296.601807
	Iteration 10Q: 3 clusters Score -115072.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -115087.703125 Penalty: 2296.601807
	Iteration 11Q: 3 clusters Score -115087.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -115102.679688 Penalty: 2296.601807
	Iteration 12Q: 3 clusters Score -115102.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -115119.906250 Penalty: 2296.601807
	Iteration 13Q: 3 clusters Score -115119.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -115145.585938 Penalty: 2296.601807
	Iteration 14Q: 3 clusters Score -115145.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -115177.421875 Penalty: 2296.601807
	Iteration 15Q: 3 clusters Score -115177.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -115195.375000 Penalty: 2296.601807
	Iteration 16Q: 3 clusters Score -115195.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -115224.414062 Penalty: 2296.601807
	Iteration 17Q: 3 clusters Score -115224.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -115246.945312 Penalty: 2296.601807
	Iteration 18Q: 3 clusters Score -115246.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -115260.742188 Penalty: 2296.601807
	Iteration 19Q: 3 clusters Score -115260.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -115269.320312 Penalty: 2296.601807
	Iteration 20F: 3 clusters Score -115269.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -115280.273438 Penalty: 2296.601807
	Iteration 21Q: 3 clusters Score -115280.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -115291.023438 Penalty: 2296.601807
	Iteration 22Q: 3 clusters Score -115291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -115294.000000 Penalty: 2296.601807
	Iteration 23Q: 3 clusters Score -115294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -115294.492188 Penalty: 2296.601807
	Iteration 24Q: 3 clusters Score -115294.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -115294.492188 Penalty: 2296.601807
	Iteration 25F: 3 clusters Score -115294.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 102802 members 
Mstep: Class 3 contains 7542 members 
Mstep: Class 4 contains 512 members 
Mstep: Class 5 contains 35795 members 
Mstep: Class 6 contains 10126 members 
Mstep: Class 7 contains 4915 members 
Mstep: Class 8 contains 1555 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 103459 members 
Mstep: Class 11 contains 9409 members 
Mstep: Class 12 contains 110345 members 
Mstep: Class 13 contains 13834 members 
Mstep: Class 14 contains 411 members 
Mstep: Class 15 contains 6586 members 
Mstep: Class 16 contains 8808 members 
Mstep: Class 17 contains 18509 members 
Mstep: Class 18 contains 529 members 
Mstep: Class 19 contains 93892 members 
Mstep: Class 20 contains 27482 members 
Mstep: Class 21 contains 83218 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 4329 members 
Mstep: Class 24 contains 9680 members 
Mstep: Class 25 contains 79894 members 
Mstep: Class 26 contains 33968 members 
Mstep: Class 27 contains 539 members 
Mstep: Class 28 contains 110444 members 
Mstep: Class 29 contains 8885 members 
Mstep: Class 30 contains 2698 members 
Mstep: Class 31 contains 4468 members 
Mstep: Class 32 contains 542 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 564 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 456 members 
Mstep: Class 37 contains 1133 members 
Mstep: Class 38 contains 633 members 
Entering Unmasked Estep 
Score: -111752080.000000 Penalty: 84785.421875
Splitting cluster 27 changes total score from -111751584.000000 to -111752080.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 28 (110444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110444 members 
Entering Unmasked Estep 
Score: -13962214.000000 Penalty: 1886.992798
	Iteration 0F: 2 clusters Score -1.396221e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55176 members 
Mstep: Class 2 contains 55268 members 
Entering Unmasked Estep 
Score: -13900526.000000 Penalty: 3773.985596
	Iteration 0F: 3 clusters Score -1.390053e+07 nChanged 53092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53714 members 
Mstep: Class 2 contains 56730 members 
Entering Unmasked Estep 
Score: -13931587.000000 Penalty: 3773.985596
	Iteration 1F: 3 clusters Score -1.393159e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52653 members 
Mstep: Class 2 contains 57791 members 
Entering Unmasked Estep 
Score: -13932319.000000 Penalty: 3773.985596
	Iteration 2Q: 3 clusters Score -1.393232e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51069 members 
Mstep: Class 2 contains 59375 members 
Entering Unmasked Estep 
Score: -13933074.000000 Penalty: 3773.985596
	Iteration 3Q: 3 clusters Score -1.393307e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48727 members 
Mstep: Class 2 contains 61717 members 
Entering Unmasked Estep 
Score: -13934090.000000 Penalty: 3773.985596
	Iteration 4Q: 3 clusters Score -1.393409e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 64977 members 
Entering Unmasked Estep 
Score: -13935455.000000 Penalty: 3773.985596
	Iteration 5Q: 3 clusters Score -1.393546e+07 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 69595 members 
Entering Unmasked Estep 
Score: -13937753.000000 Penalty: 3773.985596
	Iteration 6Q: 3 clusters Score -1.393775e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 75936 members 
Entering Unmasked Estep 
Score: -13941576.000000 Penalty: 3773.985596
	Iteration 7F: 3 clusters Score -1.394158e+07 nChanged 8342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 83984 members 
Entering Unmasked Estep 
Score: -13947530.000000 Penalty: 3773.985596
	Iteration 8F: 3 clusters Score -1.394753e+07 nChanged 8867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 92737 members 
Entering Unmasked Estep 
Score: -13955399.000000 Penalty: 3773.985596
	Iteration 9F: 3 clusters Score -1.39554e+07 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 100548 members 
Entering Unmasked Estep 
Score: -13960995.000000 Penalty: 3773.985596
	Iteration 10F: 3 clusters Score -1.3961e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 106411 members 
Entering Unmasked Estep 
Score: -13961491.000000 Penalty: 3773.985596
	Iteration 11F: 3 clusters Score -1.396149e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 109183 members 
Entering Unmasked Estep 
Score: -13960956.000000 Penalty: 3773.985596
	Iteration 12Q: 3 clusters Score -1.396096e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 109997 members 
Entering Unmasked Estep 
Score: -13960719.000000 Penalty: 3773.985596
	Iteration 13Q: 3 clusters Score -1.396072e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 110209 members 
Entering Unmasked Estep 
Score: -13960704.000000 Penalty: 3773.985596
	Iteration 14Q: 3 clusters Score -1.39607e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 110274 members 
Entering Unmasked Estep 
Score: -13960711.000000 Penalty: 3773.985596
	Iteration 15Q: 3 clusters Score -1.396071e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 110288 members 
Entering Unmasked Estep 
Score: -13960718.000000 Penalty: 3773.985596
	Iteration 16Q: 3 clusters Score -1.396072e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 110294 members 
Entering Unmasked Estep 
Score: -13960742.000000 Penalty: 3773.985596
	Iteration 17Q: 3 clusters Score -1.396074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 110298 members 
Entering Unmasked Estep 
Score: -13960754.000000 Penalty: 3773.985596
	Iteration 18Q: 3 clusters Score -1.396075e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 110298 members 
Entering Unmasked Estep 
Score: -13960779.000000 Penalty: 3773.985596
	Iteration 19Q: 3 clusters Score -1.396078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 110300 members 
Entering Unmasked Estep 
Score: -13960781.000000 Penalty: 3773.985596
	Iteration 20F: 3 clusters Score -1.396078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 110301 members 
Entering Unmasked Estep 
Score: -13960793.000000 Penalty: 3773.985596
	Iteration 21Q: 3 clusters Score -1.396079e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 110301 members 
Entering Unmasked Estep 
Score: -13960793.000000 Penalty: 3773.985596
	Iteration 22F: 3 clusters Score -1.396079e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Entering Unmasked Estep 
Score: -1042257.875000 Penalty: 1477.469482
	Iteration 0F: 2 clusters Score -1042258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1035858.437500 Penalty: 2954.938965
	Iteration 0F: 3 clusters Score -1035858 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1038091.250000 Penalty: 2954.938965
	Iteration 1F: 3 clusters Score -1038091 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1038548.750000 Penalty: 2954.938965
	Iteration 2F: 3 clusters Score -1038549 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1038941.187500 Penalty: 2954.938965
	Iteration 3F: 3 clusters Score -1038941 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1039316.687500 Penalty: 2954.938965
	Iteration 4F: 3 clusters Score -1039317 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1039684.500000 Penalty: 2954.938965
	Iteration 5F: 3 clusters Score -1039684 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1040033.500000 Penalty: 2954.938965
	Iteration 6F: 3 clusters Score -1040034 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1040330.437500 Penalty: 2954.938965
	Iteration 7Q: 3 clusters Score -1040330 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1040592.562500 Penalty: 2954.938965
	Iteration 8Q: 3 clusters Score -1040593 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1040805.125000 Penalty: 2954.938965
	Iteration 9Q: 3 clusters Score -1040805 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1040976.312500 Penalty: 2954.938965
	Iteration 10Q: 3 clusters Score -1040976 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1041100.375000 Penalty: 2954.938965
	Iteration 11Q: 3 clusters Score -1041100 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1041206.437500 Penalty: 2954.938965
	Iteration 12Q: 3 clusters Score -1041206 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1041306.187500 Penalty: 2954.938965
	Iteration 13Q: 3 clusters Score -1041306 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1041395.562500 Penalty: 2954.938965
	Iteration 14Q: 3 clusters Score -1041396 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1041472.000000 Penalty: 2954.938965
	Iteration 15Q: 3 clusters Score -1041472 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1041539.500000 Penalty: 2954.938965
	Iteration 16Q: 3 clusters Score -1041540 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1041595.437500 Penalty: 2954.938965
	Iteration 17Q: 3 clusters Score -1041595 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1041657.500000 Penalty: 2954.938965
	Iteration 18Q: 3 clusters Score -1041658 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1041712.375000 Penalty: 2954.938965
	Iteration 19Q: 3 clusters Score -1041712 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1041785.625000 Penalty: 2954.938965
	Iteration 20F: 3 clusters Score -1041786 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1041909.187500 Penalty: 2954.938965
	Iteration 21Q: 3 clusters Score -1041909 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1042147.625000 Penalty: 2954.938965
	Iteration 22Q: 3 clusters Score -1042148 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1042296.000000 Penalty: 2954.938965
	Iteration 23Q: 3 clusters Score -1042296 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1042362.000000 Penalty: 2954.938965
	Iteration 24Q: 3 clusters Score -1042362 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1042395.812500 Penalty: 2954.938965
	Iteration 25Q: 3 clusters Score -1042396 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1042408.875000 Penalty: 2954.938965
	Iteration 26Q: 3 clusters Score -1042409 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1042420.562500 Penalty: 2954.938965
	Iteration 27Q: 3 clusters Score -1042421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1042427.687500 Penalty: 2954.938965
	Iteration 28Q: 3 clusters Score -1042428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1042434.687500 Penalty: 2954.938965
	Iteration 29Q: 3 clusters Score -1042435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1042435.625000 Penalty: 2954.938965
	Iteration 30Q: 3 clusters Score -1042436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1042438.000000 Penalty: 2954.938965
	Iteration 31Q: 3 clusters Score -1042438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1042441.500000 Penalty: 2954.938965
	Iteration 32Q: 3 clusters Score -1042442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1042442.375000 Penalty: 2954.938965
	Iteration 33Q: 3 clusters Score -1042442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1042442.937500 Penalty: 2954.938965
	Iteration 34Q: 3 clusters Score -1042443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1042443.437500 Penalty: 2954.938965
	Iteration 35Q: 3 clusters Score -1042443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1042442.812500 Penalty: 2954.938965
	Iteration 36Q: 3 clusters Score -1042443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1042444.062500 Penalty: 2954.938965
	Iteration 37Q: 3 clusters Score -1042444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1042443.812500 Penalty: 2954.938965
	Iteration 38Q: 3 clusters Score -1042444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1042444.062500 Penalty: 2954.938965
	Iteration 39Q: 3 clusters Score -1042444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1042444.750000 Penalty: 2954.938965
	Iteration 40F: 3 clusters Score -1042445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1042445.312500 Penalty: 2954.938965
	Iteration 41Q: 3 clusters Score -1042445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1042445.437500 Penalty: 2954.938965
	Iteration 42Q: 3 clusters Score -1042445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1042445.437500 Penalty: 2954.938965
	Iteration 43F: 3 clusters Score -1042445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 102802 members 
Mstep: Class 3 contains 7542 members 
Mstep: Class 4 contains 512 members 
Mstep: Class 5 contains 35795 members 
Mstep: Class 6 contains 10126 members 
Mstep: Class 7 contains 4915 members 
Mstep: Class 8 contains 1555 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 103459 members 
Mstep: Class 11 contains 9409 members 
Mstep: Class 12 contains 110345 members 
Mstep: Class 13 contains 13834 members 
Mstep: Class 14 contains 411 members 
Mstep: Class 15 contains 6586 members 
Mstep: Class 16 contains 8808 members 
Mstep: Class 17 contains 18509 members 
Mstep: Class 18 contains 529 members 
Mstep: Class 19 contains 93892 members 
Mstep: Class 20 contains 27482 members 
Mstep: Class 21 contains 83218 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 4329 members 
Mstep: Class 24 contains 9680 members 
Mstep: Class 25 contains 79894 members 
Mstep: Class 26 contains 33968 members 
Mstep: Class 27 contains 539 members 
Mstep: Class 28 contains 110444 members 
Mstep: Class 29 contains 1591 members 
Mstep: Class 30 contains 2698 members 
Mstep: Class 31 contains 4468 members 
Mstep: Class 32 contains 542 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 564 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 456 members 
Mstep: Class 37 contains 1133 members 
Mstep: Class 38 contains 633 members 
Mstep: Class 39 contains 7294 members 
Entering Unmasked Estep 
Score: -111751728.000000 Penalty: 87016.617188
Splitting cluster 29 changes total score from -111751584.000000 to -111751728.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 30 (2698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Entering Unmasked Estep 
Score: -319342.750000 Penalty: 1283.793213
	Iteration 0F: 2 clusters Score -319342.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -316829.218750 Penalty: 2567.586426
	Iteration 0F: 3 clusters Score -316829.2 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -317558.093750 Penalty: 2567.586426
	Iteration 1F: 3 clusters Score -317558.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -317784.406250 Penalty: 2567.586426
	Iteration 2F: 3 clusters Score -317784.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -317974.781250 Penalty: 2567.586426
	Iteration 3F: 3 clusters Score -317974.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -318157.312500 Penalty: 2567.586426
	Iteration 4F: 3 clusters Score -318157.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -318284.656250 Penalty: 2567.586426
	Iteration 5F: 3 clusters Score -318284.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -318387.656250 Penalty: 2567.586426
	Iteration 6Q: 3 clusters Score -318387.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -318458.468750 Penalty: 2567.586426
	Iteration 7Q: 3 clusters Score -318458.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -318511.625000 Penalty: 2567.586426
	Iteration 8Q: 3 clusters Score -318511.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -318547.531250 Penalty: 2567.586426
	Iteration 9Q: 3 clusters Score -318547.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -318572.937500 Penalty: 2567.586426
	Iteration 10Q: 3 clusters Score -318572.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -318588.562500 Penalty: 2567.586426
	Iteration 11Q: 3 clusters Score -318588.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -318599.250000 Penalty: 2567.586426
	Iteration 12Q: 3 clusters Score -318599.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -318606.468750 Penalty: 2567.586426
	Iteration 13Q: 3 clusters Score -318606.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -318614.593750 Penalty: 2567.586426
	Iteration 14Q: 3 clusters Score -318614.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -318623.406250 Penalty: 2567.586426
	Iteration 15Q: 3 clusters Score -318623.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -318632.062500 Penalty: 2567.586426
	Iteration 16Q: 3 clusters Score -318632.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -318637.781250 Penalty: 2567.586426
	Iteration 17Q: 3 clusters Score -318637.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -318643.531250 Penalty: 2567.586426
	Iteration 18Q: 3 clusters Score -318643.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -318647.875000 Penalty: 2567.586426
	Iteration 19Q: 3 clusters Score -318647.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -318654.312500 Penalty: 2567.586426
	Iteration 20F: 3 clusters Score -318654.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -318658.906250 Penalty: 2567.586426
	Iteration 21Q: 3 clusters Score -318658.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -318662.343750 Penalty: 2567.586426
	Iteration 22Q: 3 clusters Score -318662.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -318663.312500 Penalty: 2567.586426
	Iteration 23Q: 3 clusters Score -318663.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -318664.250000 Penalty: 2567.586426
	Iteration 24Q: 3 clusters Score -318664.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -318664.250000 Penalty: 2567.586426
	Iteration 25F: 3 clusters Score -318664.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Entering Unmasked Estep 
Score: -556392.375000 Penalty: 1365.763184
	Iteration 0F: 2 clusters Score -556392.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -552778.437500 Penalty: 2731.526367
	Iteration 0F: 3 clusters Score -552778.4 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -553732.937500 Penalty: 2731.526367
	Iteration 1F: 3 clusters Score -553732.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -553976.812500 Penalty: 2731.526367
	Iteration 2F: 3 clusters Score -553976.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -554161.125000 Penalty: 2731.526367
	Iteration 3F: 3 clusters Score -554161.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -554338.312500 Penalty: 2731.526367
	Iteration 4F: 3 clusters Score -554338.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -554495.875000 Penalty: 2731.526367
	Iteration 5Q: 3 clusters Score -554495.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -554692.437500 Penalty: 2731.526367
	Iteration 6Q: 3 clusters Score -554692.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -554925.812500 Penalty: 2731.526367
	Iteration 7Q: 3 clusters Score -554925.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -555187.312500 Penalty: 2731.526367
	Iteration 8Q: 3 clusters Score -555187.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -555550.937500 Penalty: 2731.526367
	Iteration 9Q: 3 clusters Score -555550.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -555952.125000 Penalty: 2731.526367
	Iteration 10Q: 3 clusters Score -555952.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -556116.125000 Penalty: 2731.526367
	Iteration 11Q: 3 clusters Score -556116.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -556180.687500 Penalty: 2731.526367
	Iteration 12Q: 3 clusters Score -556180.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -556226.062500 Penalty: 2731.526367
	Iteration 13Q: 3 clusters Score -556226.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -556266.000000 Penalty: 2731.526367
	Iteration 14Q: 3 clusters Score -556266 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -556295.437500 Penalty: 2731.526367
	Iteration 15Q: 3 clusters Score -556295.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -556321.500000 Penalty: 2731.526367
	Iteration 16Q: 3 clusters Score -556321.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -556352.312500 Penalty: 2731.526367
	Iteration 17Q: 3 clusters Score -556352.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -556392.875000 Penalty: 2731.526367
	Iteration 18Q: 3 clusters Score -556392.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -556444.000000 Penalty: 2731.526367
	Iteration 19Q: 3 clusters Score -556444 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -556529.687500 Penalty: 2731.526367
	Iteration 20F: 3 clusters Score -556529.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -556619.625000 Penalty: 2731.526367
	Iteration 21Q: 3 clusters Score -556619.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -556678.250000 Penalty: 2731.526367
	Iteration 22Q: 3 clusters Score -556678.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -556715.000000 Penalty: 2731.526367
	Iteration 23Q: 3 clusters Score -556715 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -556730.875000 Penalty: 2731.526367
	Iteration 24Q: 3 clusters Score -556730.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -556740.750000 Penalty: 2731.526367
	Iteration 25Q: 3 clusters Score -556740.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -556741.937500 Penalty: 2731.526367
	Iteration 26Q: 3 clusters Score -556741.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -556743.312500 Penalty: 2731.526367
	Iteration 27Q: 3 clusters Score -556743.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -556744.312500 Penalty: 2731.526367
	Iteration 28Q: 3 clusters Score -556744.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -556745.750000 Penalty: 2731.526367
	Iteration 29Q: 3 clusters Score -556745.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -556748.500000 Penalty: 2731.526367
	Iteration 30Q: 3 clusters Score -556748.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -556752.000000 Penalty: 2731.526367
	Iteration 31Q: 3 clusters Score -556752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -556754.750000 Penalty: 2731.526367
	Iteration 32Q: 3 clusters Score -556754.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -556756.687500 Penalty: 2731.526367
	Iteration 33Q: 3 clusters Score -556756.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -556755.937500 Penalty: 2731.526367
	Iteration 34Q: 3 clusters Score -556755.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -556758.562500 Penalty: 2731.526367
	Iteration 35Q: 3 clusters Score -556758.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -556758.562500 Penalty: 2731.526367
	Iteration 36F: 3 clusters Score -556758.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 102802 members 
Mstep: Class 3 contains 7542 members 
Mstep: Class 4 contains 512 members 
Mstep: Class 5 contains 35795 members 
Mstep: Class 6 contains 10126 members 
Mstep: Class 7 contains 4915 members 
Mstep: Class 8 contains 1555 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 103459 members 
Mstep: Class 11 contains 9409 members 
Mstep: Class 12 contains 110345 members 
Mstep: Class 13 contains 13834 members 
Mstep: Class 14 contains 411 members 
Mstep: Class 15 contains 6586 members 
Mstep: Class 16 contains 8808 members 
Mstep: Class 17 contains 18509 members 
Mstep: Class 18 contains 529 members 
Mstep: Class 19 contains 93892 members 
Mstep: Class 20 contains 27482 members 
Mstep: Class 21 contains 83218 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 4329 members 
Mstep: Class 24 contains 9680 members 
Mstep: Class 25 contains 79894 members 
Mstep: Class 26 contains 33968 members 
Mstep: Class 27 contains 539 members 
Mstep: Class 28 contains 110444 members 
Mstep: Class 29 contains 1591 members 
Mstep: Class 30 contains 2698 members 
Mstep: Class 31 contains 1647 members 
Mstep: Class 32 contains 542 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 564 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 456 members 
Mstep: Class 37 contains 1133 members 
Mstep: Class 38 contains 633 members 
Mstep: Class 39 contains 7294 members 
Mstep: Class 40 contains 2821 members 
Entering Unmasked Estep 
Score: -111751280.000000 Penalty: 89247.812500
Splitting cluster 31 changes total score from -111751584.000000 to -111751280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -27355.429688 Penalty: 1022.980774
	Iteration 0F: 2 clusters Score -27355.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -26554.109375 Penalty: 2045.961548
	Iteration 0F: 3 clusters Score -26554.11 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -27196.804688 Penalty: 2045.961548
	Iteration 1F: 3 clusters Score -27196.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -27506.683594 Penalty: 2045.961548
	Iteration 2F: 3 clusters Score -27506.68 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -27726.750000 Penalty: 2045.961548
	Iteration 3F: 3 clusters Score -27726.75 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27920.068359 Penalty: 2045.961548
	Iteration 4F: 3 clusters Score -27920.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -28173.744141 Penalty: 2045.961548
	Iteration 5Q: 3 clusters Score -28173.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -28426.167969 Penalty: 2045.961548
	Iteration 6Q: 3 clusters Score -28426.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -28504.082031 Penalty: 2045.961548
	Iteration 7Q: 3 clusters Score -28504.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -28572.869141 Penalty: 2045.961548
	Iteration 8Q: 3 clusters Score -28572.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -28586.441406 Penalty: 2045.961548
	Iteration 9Q: 3 clusters Score -28586.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28599.841797 Penalty: 2045.961548
	Iteration 10Q: 3 clusters Score -28599.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -28609.416016 Penalty: 2045.961548
	Iteration 11Q: 3 clusters Score -28609.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -28611.253906 Penalty: 2045.961548
	Iteration 12Q: 3 clusters Score -28611.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -28644.554688 Penalty: 2045.961548
	Iteration 13F: 3 clusters Score -28644.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28759.919922 Penalty: 2045.961548
	Iteration 14Q: 3 clusters Score -28759.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -28785.763672 Penalty: 2045.961548
	Iteration 15Q: 3 clusters Score -28785.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -28797.593750 Penalty: 2045.961548
	Iteration 16Q: 3 clusters Score -28797.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -28820.750000 Penalty: 2045.961548
	Iteration 17Q: 3 clusters Score -28820.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -28828.960938 Penalty: 2045.961548
	Iteration 18Q: 3 clusters Score -28828.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -28828.960938 Penalty: 2045.961548
	Iteration 19F: 3 clusters Score -28828.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 102802 members 
Mstep: Class 3 contains 7542 members 
Mstep: Class 4 contains 512 members 
Mstep: Class 5 contains 35795 members 
Mstep: Class 6 contains 10126 members 
Mstep: Class 7 contains 4915 members 
Mstep: Class 8 contains 1555 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 103459 members 
Mstep: Class 11 contains 9409 members 
Mstep: Class 12 contains 110345 members 
Mstep: Class 13 contains 13834 members 
Mstep: Class 14 contains 411 members 
Mstep: Class 15 contains 6586 members 
Mstep: Class 16 contains 8808 members 
Mstep: Class 17 contains 18509 members 
Mstep: Class 18 contains 529 members 
Mstep: Class 19 contains 93892 members 
Mstep: Class 20 contains 27482 members 
Mstep: Class 21 contains 83218 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 4329 members 
Mstep: Class 24 contains 9680 members 
Mstep: Class 25 contains 79894 members 
Mstep: Class 26 contains 33968 members 
Mstep: Class 27 contains 539 members 
Mstep: Class 28 contains 110444 members 
Mstep: Class 29 contains 1591 members 
Mstep: Class 30 contains 2698 members 
Mstep: Class 31 contains 4468 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 564 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 456 members 
Mstep: Class 37 contains 1133 members 
Mstep: Class 38 contains 633 members 
Mstep: Class 39 contains 7294 members 
Mstep: Class 40 contains 252 members 
Entering Unmasked Estep 
Score: -111751824.000000 Penalty: 89247.812500
Splitting cluster 32 changes total score from -111751584.000000 to -111751824.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 33 (3237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Entering Unmasked Estep 
Score: -364698.968750 Penalty: 1313.390381
	Iteration 0F: 2 clusters Score -364699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -361902.125000 Penalty: 2626.780762
	Iteration 0F: 3 clusters Score -361902.1 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -362943.375000 Penalty: 2626.780762
	Iteration 1F: 3 clusters Score -362943.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -363574.500000 Penalty: 2626.780762
	Iteration 2F: 3 clusters Score -363574.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -364234.093750 Penalty: 2626.780762
	Iteration 3F: 3 clusters Score -364234.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -364595.062500 Penalty: 2626.780762
	Iteration 4F: 3 clusters Score -364595.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -364756.687500 Penalty: 2626.780762
	Iteration 5Q: 3 clusters Score -364756.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -364868.687500 Penalty: 2626.780762
	Iteration 6Q: 3 clusters Score -364868.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -364944.187500 Penalty: 2626.780762
	Iteration 7Q: 3 clusters Score -364944.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -364995.656250 Penalty: 2626.780762
	Iteration 8Q: 3 clusters Score -364995.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -365017.156250 Penalty: 2626.780762
	Iteration 9Q: 3 clusters Score -365017.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -365026.875000 Penalty: 2626.780762
	Iteration 10Q: 3 clusters Score -365026.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -365033.218750 Penalty: 2626.780762
	Iteration 11Q: 3 clusters Score -365033.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -365036.343750 Penalty: 2626.780762
	Iteration 12Q: 3 clusters Score -365036.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -365039.468750 Penalty: 2626.780762
	Iteration 13Q: 3 clusters Score -365039.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -365040.937500 Penalty: 2626.780762
	Iteration 14Q: 3 clusters Score -365040.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -365041.718750 Penalty: 2626.780762
	Iteration 15Q: 3 clusters Score -365041.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -365041.500000 Penalty: 2626.780762
	Iteration 16Q: 3 clusters Score -365041.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -365041.500000 Penalty: 2626.780762
	Iteration 17F: 3 clusters Score -365041.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 102802 members 
Mstep: Class 3 contains 7542 members 
Mstep: Class 4 contains 512 members 
Mstep: Class 5 contains 35795 members 
Mstep: Class 6 contains 10126 members 
Mstep: Class 7 contains 4915 members 
Mstep: Class 8 contains 1555 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 103459 members 
Mstep: Class 11 contains 9409 members 
Mstep: Class 12 contains 110345 members 
Mstep: Class 13 contains 13834 members 
Mstep: Class 14 contains 411 members 
Mstep: Class 15 contains 6586 members 
Mstep: Class 16 contains 8808 members 
Mstep: Class 17 contains 18509 members 
Mstep: Class 18 contains 529 members 
Mstep: Class 19 contains 93892 members 
Mstep: Class 20 contains 27482 members 
Mstep: Class 21 contains 83218 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 4329 members 
Mstep: Class 24 contains 9680 members 
Mstep: Class 25 contains 79894 members 
Mstep: Class 26 contains 33968 members 
Mstep: Class 27 contains 539 members 
Mstep: Class 28 contains 110444 members 
Mstep: Class 29 contains 1591 members 
Mstep: Class 30 contains 2698 members 
Mstep: Class 31 contains 4468 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 1689 members 
Mstep: Class 34 contains 564 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 456 members 
Mstep: Class 37 contains 1133 members 
Mstep: Class 38 contains 633 members 
Mstep: Class 39 contains 7294 members 
Mstep: Class 40 contains 252 members 
Mstep: Class 41 contains 1548 members 
Entering Unmasked Estep 
Score: -111751064.000000 Penalty: 91479.007812
Splitting cluster 33 changes total score from -111751584.000000 to -111751064.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 102802 members 
Mstep: Class 3 contains 7542 members 
Mstep: Class 4 contains 512 members 
Mstep: Class 5 contains 35795 members 
Mstep: Class 6 contains 10126 members 
Mstep: Class 7 contains 4915 members 
Mstep: Class 8 contains 1555 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 103459 members 
Mstep: Class 11 contains 9409 members 
Mstep: Class 12 contains 110345 members 
Mstep: Class 13 contains 13834 members 
Mstep: Class 14 contains 411 members 
Mstep: Class 15 contains 6586 members 
Mstep: Class 16 contains 8808 members 
Mstep: Class 17 contains 18509 members 
Mstep: Class 18 contains 529 members 
Mstep: Class 19 contains 93892 members 
Mstep: Class 20 contains 27482 members 
Mstep: Class 21 contains 83218 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 4329 members 
Mstep: Class 24 contains 9680 members 
Mstep: Class 25 contains 79894 members 
Mstep: Class 26 contains 33968 members 
Mstep: Class 27 contains 539 members 
Mstep: Class 28 contains 110444 members 
Mstep: Class 29 contains 1591 members 
Mstep: Class 30 contains 2698 members 
Mstep: Class 31 contains 4468 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 3237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111754192.000000 Penalty: 89247.812500
Iteration 79Q: 41 clusters Score -1.117542e+08 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 102776 members 
Mstep: Class 3 contains 7524 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 35849 members 
Mstep: Class 6 contains 10139 members 
Mstep: Class 7 contains 4925 members 
Mstep: Class 8 contains 1533 members 
Mstep: Class 9 contains 6154 members 
Mstep: Class 10 contains 103478 members 
Mstep: Class 11 contains 9426 members 
Mstep: Class 12 contains 110395 members 
Mstep: Class 13 contains 13840 members 
Mstep: Class 14 contains 406 members 
Mstep: Class 15 contains 6600 members 
Mstep: Class 16 contains 8785 members 
Mstep: Class 17 contains 18599 members 
Mstep: Class 18 contains 554 members 
Mstep: Class 19 contains 93891 members 
Mstep: Class 20 contains 27468 members 
Mstep: Class 21 contains 82910 members 
Mstep: Class 22 contains 1273 members 
Mstep: Class 23 contains 4475 members 
Mstep: Class 24 contains 9678 members 
Mstep: Class 25 contains 80120 members 
Mstep: Class 26 contains 34013 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 110450 members 
Mstep: Class 29 contains 1721 members 
Mstep: Class 30 contains 2714 members 
Mstep: Class 31 contains 4467 members 
Mstep: Class 32 contains 296 members 
Mstep: Class 33 contains 3264 members 
Mstep: Class 34 contains 682 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 454 members 
Mstep: Class 37 contains 919 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 6823 members 
Mstep: Class 40 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756864.000000 Penalty: 89247.812500
Iteration 80F: 41 clusters Score -1.117569e+08 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 102717 members 
Mstep: Class 3 contains 7514 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 35891 members 
Mstep: Class 6 contains 10126 members 
Mstep: Class 7 contains 4931 members 
Mstep: Class 8 contains 1508 members 
Mstep: Class 9 contains 6208 members 
Mstep: Class 10 contains 103510 members 
Mstep: Class 11 contains 9430 members 
Mstep: Class 12 contains 110316 members 
Mstep: Class 13 contains 13838 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 6588 members 
Mstep: Class 16 contains 8758 members 
Mstep: Class 17 contains 18687 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 93878 members 
Mstep: Class 20 contains 27437 members 
Mstep: Class 21 contains 82594 members 
Mstep: Class 22 contains 1297 members 
Mstep: Class 23 contains 4568 members 
Mstep: Class 24 contains 9678 members 
Mstep: Class 25 contains 80166 members 
Mstep: Class 26 contains 34060 members 
Mstep: Class 27 contains 583 members 
Mstep: Class 28 contains 110464 members 
Mstep: Class 29 contains 1762 members 
Mstep: Class 30 contains 2726 members 
Mstep: Class 31 contains 4472 members 
Mstep: Class 32 contains 294 members 
Mstep: Class 33 contains 3285 members 
Mstep: Class 34 contains 797 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 572 members 
Mstep: Class 37 contains 909 members 
Mstep: Class 38 contains 629 members 
Mstep: Class 39 contains 6720 members 
Mstep: Class 40 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758480.000000 Penalty: 89247.812500
Iteration 81Q: 41 clusters Score -1.117585e+08 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 102686 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 501 members 
Mstep: Class 5 contains 35946 members 
Mstep: Class 6 contains 10127 members 
Mstep: Class 7 contains 4936 members 
Mstep: Class 8 contains 1490 members 
Mstep: Class 9 contains 6252 members 
Mstep: Class 10 contains 103537 members 
Mstep: Class 11 contains 9429 members 
Mstep: Class 12 contains 110291 members 
Mstep: Class 13 contains 13844 members 
Mstep: Class 14 contains 429 members 
Mstep: Class 15 contains 6593 members 
Mstep: Class 16 contains 8735 members 
Mstep: Class 17 contains 18778 members 
Mstep: Class 18 contains 433 members 
Mstep: Class 19 contains 93892 members 
Mstep: Class 20 contains 27410 members 
Mstep: Class 21 contains 82233 members 
Mstep: Class 22 contains 1321 members 
Mstep: Class 23 contains 4636 members 
Mstep: Class 24 contains 9681 members 
Mstep: Class 25 contains 80194 members 
Mstep: Class 26 contains 34111 members 
Mstep: Class 27 contains 588 members 
Mstep: Class 28 contains 110488 members 
Mstep: Class 29 contains 1775 members 
Mstep: Class 30 contains 2737 members 
Mstep: Class 31 contains 4473 members 
Mstep: Class 32 contains 295 members 
Mstep: Class 33 contains 3314 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 611 members 
Mstep: Class 37 contains 895 members 
Mstep: Class 38 contains 648 members 
Mstep: Class 39 contains 6661 members 
Mstep: Class 40 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759048.000000 Penalty: 89247.812500
Iteration 82Q: 41 clusters Score -1.11759e+08 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 102696 members 
Mstep: Class 3 contains 7504 members 
Mstep: Class 4 contains 497 members 
Mstep: Class 5 contains 36021 members 
Mstep: Class 6 contains 10121 members 
Mstep: Class 7 contains 4942 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 6284 members 
Mstep: Class 10 contains 103548 members 
Mstep: Class 11 contains 9434 members 
Mstep: Class 12 contains 110202 members 
Mstep: Class 13 contains 13847 members 
Mstep: Class 14 contains 421 members 
Mstep: Class 15 contains 6590 members 
Mstep: Class 16 contains 8733 members 
Mstep: Class 17 contains 18887 members 
Mstep: Class 18 contains 415 members 
Mstep: Class 19 contains 93917 members 
Mstep: Class 20 contains 27367 members 
Mstep: Class 21 contains 81898 members 
Mstep: Class 22 contains 1341 members 
Mstep: Class 23 contains 4687 members 
Mstep: Class 24 contains 9683 members 
Mstep: Class 25 contains 80251 members 
Mstep: Class 26 contains 34155 members 
Mstep: Class 27 contains 593 members 
Mstep: Class 28 contains 110516 members 
Mstep: Class 29 contains 1785 members 
Mstep: Class 30 contains 2738 members 
Mstep: Class 31 contains 4479 members 
Mstep: Class 32 contains 293 members 
Mstep: Class 33 contains 3345 members 
Mstep: Class 34 contains 921 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 623 members 
Mstep: Class 37 contains 883 members 
Mstep: Class 38 contains 655 members 
Mstep: Class 39 contains 6605 members 
Mstep: Class 40 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759408.000000 Penalty: 89247.812500
Iteration 83Q: 41 clusters Score -1.117594e+08 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 102689 members 
Mstep: Class 3 contains 7495 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 36073 members 
Mstep: Class 6 contains 10122 members 
Mstep: Class 7 contains 4948 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 6326 members 
Mstep: Class 10 contains 103583 members 
Mstep: Class 11 contains 9435 members 
Mstep: Class 12 contains 110166 members 
Mstep: Class 13 contains 13852 members 
Mstep: Class 14 contains 419 members 
Mstep: Class 15 contains 6589 members 
Mstep: Class 16 contains 8727 members 
Mstep: Class 17 contains 18970 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 93953 members 
Mstep: Class 20 contains 27313 members 
Mstep: Class 21 contains 81577 members 
Mstep: Class 22 contains 1357 members 
Mstep: Class 23 contains 4713 members 
Mstep: Class 24 contains 9688 members 
Mstep: Class 25 contains 80314 members 
Mstep: Class 26 contains 34185 members 
Mstep: Class 27 contains 592 members 
Mstep: Class 28 contains 110532 members 
Mstep: Class 29 contains 1795 members 
Mstep: Class 30 contains 2746 members 
Mstep: Class 31 contains 4484 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 3373 members 
Mstep: Class 34 contains 971 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 627 members 
Mstep: Class 37 contains 881 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 6541 members 
Mstep: Class 40 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759560.000000 Penalty: 89247.812500
Iteration 84Q: 41 clusters Score -1.117596e+08 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 102646 members 
Mstep: Class 3 contains 7500 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 36125 members 
Mstep: Class 6 contains 10117 members 
Mstep: Class 7 contains 4957 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 6374 members 
Mstep: Class 10 contains 103673 members 
Mstep: Class 11 contains 9438 members 
Mstep: Class 12 contains 110124 members 
Mstep: Class 13 contains 13856 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 6591 members 
Mstep: Class 16 contains 8721 members 
Mstep: Class 17 contains 19051 members 
Mstep: Class 18 contains 399 members 
Mstep: Class 19 contains 94001 members 
Mstep: Class 20 contains 27279 members 
Mstep: Class 21 contains 81248 members 
Mstep: Class 22 contains 1361 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 9687 members 
Mstep: Class 25 contains 80359 members 
Mstep: Class 26 contains 34223 members 
Mstep: Class 27 contains 591 members 
Mstep: Class 28 contains 110529 members 
Mstep: Class 29 contains 1798 members 
Mstep: Class 30 contains 2752 members 
Mstep: Class 31 contains 4488 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 3399 members 
Mstep: Class 34 contains 1022 members 
Mstep: Class 35 contains 268 members 
Mstep: Class 36 contains 632 members 
Mstep: Class 37 contains 880 members 
Mstep: Class 38 contains 677 members 
Mstep: Class 39 contains 6487 members 
Mstep: Class 40 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759224.000000 Penalty: 89247.812500
Iteration 85Q: 41 clusters Score -1.117592e+08 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 102591 members 
Mstep: Class 3 contains 7501 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 36200 members 
Mstep: Class 6 contains 10112 members 
Mstep: Class 7 contains 4968 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 6422 members 
Mstep: Class 10 contains 103691 members 
Mstep: Class 11 contains 9441 members 
Mstep: Class 12 contains 110065 members 
Mstep: Class 13 contains 13854 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 6593 members 
Mstep: Class 16 contains 8717 members 
Mstep: Class 17 contains 19140 members 
Mstep: Class 18 contains 397 members 
Mstep: Class 19 contains 94036 members 
Mstep: Class 20 contains 27242 members 
Mstep: Class 21 contains 80960 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4743 members 
Mstep: Class 24 contains 9690 members 
Mstep: Class 25 contains 80410 members 
Mstep: Class 26 contains 34267 members 
Mstep: Class 27 contains 590 members 
Mstep: Class 28 contains 110560 members 
Mstep: Class 29 contains 1798 members 
Mstep: Class 30 contains 2752 members 
Mstep: Class 31 contains 4494 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 3421 members 
Mstep: Class 34 contains 1047 members 
Mstep: Class 35 contains 268 members 
Mstep: Class 36 contains 634 members 
Mstep: Class 37 contains 879 members 
Mstep: Class 38 contains 684 members 
Mstep: Class 39 contains 6472 members 
Mstep: Class 40 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759224.000000 Penalty: 89247.812500
Iteration 86Q: 41 clusters Score -1.117592e+08 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 102551 members 
Mstep: Class 3 contains 7498 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 36308 members 
Mstep: Class 6 contains 10106 members 
Mstep: Class 7 contains 4975 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 6463 members 
Mstep: Class 10 contains 103665 members 
Mstep: Class 11 contains 9443 members 
Mstep: Class 12 contains 110009 members 
Mstep: Class 13 contains 13855 members 
Mstep: Class 14 contains 419 members 
Mstep: Class 15 contains 6592 members 
Mstep: Class 16 contains 8721 members 
Mstep: Class 17 contains 19214 members 
Mstep: Class 18 contains 395 members 
Mstep: Class 19 contains 94100 members 
Mstep: Class 20 contains 27180 members 
Mstep: Class 21 contains 80696 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4752 members 
Mstep: Class 24 contains 9691 members 
Mstep: Class 25 contains 80445 members 
Mstep: Class 26 contains 34301 members 
Mstep: Class 27 contains 591 members 
Mstep: Class 28 contains 110594 members 
Mstep: Class 29 contains 1796 members 
Mstep: Class 30 contains 2755 members 
Mstep: Class 31 contains 4492 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 3462 members 
Mstep: Class 34 contains 1073 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 879 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6461 members 
Mstep: Class 40 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759112.000000 Penalty: 89247.812500
Iteration 87Q: 41 clusters Score -1.117591e+08 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 102512 members 
Mstep: Class 3 contains 7495 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 36387 members 
Mstep: Class 6 contains 10101 members 
Mstep: Class 7 contains 4980 members 
Mstep: Class 8 contains 1480 members 
Mstep: Class 9 contains 6492 members 
Mstep: Class 10 contains 103658 members 
Mstep: Class 11 contains 9449 members 
Mstep: Class 12 contains 110018 members 
Mstep: Class 13 contains 13855 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 6596 members 
Mstep: Class 16 contains 8713 members 
Mstep: Class 17 contains 19269 members 
Mstep: Class 18 contains 395 members 
Mstep: Class 19 contains 94147 members 
Mstep: Class 20 contains 27130 members 
Mstep: Class 21 contains 80434 members 
Mstep: Class 22 contains 1370 members 
Mstep: Class 23 contains 4758 members 
Mstep: Class 24 contains 9698 members 
Mstep: Class 25 contains 80495 members 
Mstep: Class 26 contains 34344 members 
Mstep: Class 27 contains 589 members 
Mstep: Class 28 contains 110606 members 
Mstep: Class 29 contains 1781 members 
Mstep: Class 30 contains 2759 members 
Mstep: Class 31 contains 4492 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 3488 members 
Mstep: Class 34 contains 1091 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 630 members 
Mstep: Class 37 contains 878 members 
Mstep: Class 38 contains 693 members 
Mstep: Class 39 contains 6465 members 
Mstep: Class 40 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759000.000000 Penalty: 89247.812500
Iteration 88Q: 41 clusters Score -1.11759e+08 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 102546 members 
Mstep: Class 3 contains 7499 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 36466 members 
Mstep: Class 6 contains 10098 members 
Mstep: Class 7 contains 4985 members 
Mstep: Class 8 contains 1477 members 
Mstep: Class 9 contains 6519 members 
Mstep: Class 10 contains 103666 members 
Mstep: Class 11 contains 9451 members 
Mstep: Class 12 contains 110016 members 
Mstep: Class 13 contains 13852 members 
Mstep: Class 14 contains 421 members 
Mstep: Class 15 contains 6595 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 19314 members 
Mstep: Class 18 contains 395 members 
Mstep: Class 19 contains 94152 members 
Mstep: Class 20 contains 27079 members 
Mstep: Class 21 contains 80156 members 
Mstep: Class 22 contains 1373 members 
Mstep: Class 23 contains 4755 members 
Mstep: Class 24 contains 9700 members 
Mstep: Class 25 contains 80514 members 
Mstep: Class 26 contains 34373 members 
Mstep: Class 27 contains 591 members 
Mstep: Class 28 contains 110646 members 
Mstep: Class 29 contains 1768 members 
Mstep: Class 30 contains 2763 members 
Mstep: Class 31 contains 4490 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 3523 members 
Mstep: Class 34 contains 1103 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 632 members 
Mstep: Class 37 contains 878 members 
Mstep: Class 38 contains 695 members 
Mstep: Class 39 contains 6478 members 
Mstep: Class 40 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759016.000000 Penalty: 89247.812500
Iteration 89Q: 41 clusters Score -1.11759e+08 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 102556 members 
Mstep: Class 3 contains 7500 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 36555 members 
Mstep: Class 6 contains 10098 members 
Mstep: Class 7 contains 4994 members 
Mstep: Class 8 contains 1474 members 
Mstep: Class 9 contains 6535 members 
Mstep: Class 10 contains 103659 members 
Mstep: Class 11 contains 9450 members 
Mstep: Class 12 contains 110028 members 
Mstep: Class 13 contains 13853 members 
Mstep: Class 14 contains 421 members 
Mstep: Class 15 contains 6593 members 
Mstep: Class 16 contains 8718 members 
Mstep: Class 17 contains 19367 members 
Mstep: Class 18 contains 395 members 
Mstep: Class 19 contains 94197 members 
Mstep: Class 20 contains 27042 members 
Mstep: Class 21 contains 79857 members 
Mstep: Class 22 contains 1375 members 
Mstep: Class 23 contains 4749 members 
Mstep: Class 24 contains 9699 members 
Mstep: Class 25 contains 80558 members 
Mstep: Class 26 contains 34396 members 
Mstep: Class 27 contains 593 members 
Mstep: Class 28 contains 110668 members 
Mstep: Class 29 contains 1754 members 
Mstep: Class 30 contains 2765 members 
Mstep: Class 31 contains 4492 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 3537 members 
Mstep: Class 34 contains 1117 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 635 members 
Mstep: Class 37 contains 877 members 
Mstep: Class 38 contains 697 members 
Mstep: Class 39 contains 6502 members 
Mstep: Class 40 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759136.000000 Penalty: 89247.812500
Iteration 90Q: 41 clusters Score -1.117591e+08 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 102577 members 
Mstep: Class 3 contains 7497 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 36651 members 
Mstep: Class 6 contains 10096 members 
Mstep: Class 7 contains 5001 members 
Mstep: Class 8 contains 1470 members 
Mstep: Class 9 contains 6556 members 
Mstep: Class 10 contains 103663 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 109986 members 
Mstep: Class 13 contains 13860 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 6587 members 
Mstep: Class 16 contains 8727 members 
Mstep: Class 17 contains 19417 members 
Mstep: Class 18 contains 395 members 
Mstep: Class 19 contains 94242 members 
Mstep: Class 20 contains 27005 members 
Mstep: Class 21 contains 79567 members 
Mstep: Class 22 contains 1377 members 
Mstep: Class 23 contains 4742 members 
Mstep: Class 24 contains 9700 members 
Mstep: Class 25 contains 80618 members 
Mstep: Class 26 contains 34415 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 110694 members 
Mstep: Class 29 contains 1751 members 
Mstep: Class 30 contains 2767 members 
Mstep: Class 31 contains 4485 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 3553 members 
Mstep: Class 34 contains 1129 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 638 members 
Mstep: Class 37 contains 876 members 
Mstep: Class 38 contains 699 members 
Mstep: Class 39 contains 6513 members 
Mstep: Class 40 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759048.000000 Penalty: 89247.812500
Iteration 91Q: 41 clusters Score -1.11759e+08 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 102606 members 
Mstep: Class 3 contains 7500 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 36711 members 
Mstep: Class 6 contains 10097 members 
Mstep: Class 7 contains 5008 members 
Mstep: Class 8 contains 1465 members 
Mstep: Class 9 contains 6593 members 
Mstep: Class 10 contains 103671 members 
Mstep: Class 11 contains 9455 members 
Mstep: Class 12 contains 109937 members 
Mstep: Class 13 contains 13862 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 6577 members 
Mstep: Class 16 contains 8732 members 
Mstep: Class 17 contains 19471 members 
Mstep: Class 18 contains 395 members 
Mstep: Class 19 contains 94313 members 
Mstep: Class 20 contains 26969 members 
Mstep: Class 21 contains 79271 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 4749 members 
Mstep: Class 24 contains 9700 members 
Mstep: Class 25 contains 80654 members 
Mstep: Class 26 contains 34426 members 
Mstep: Class 27 contains 593 members 
Mstep: Class 28 contains 110736 members 
Mstep: Class 29 contains 1747 members 
Mstep: Class 30 contains 2770 members 
Mstep: Class 31 contains 4481 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 3573 members 
Mstep: Class 34 contains 1137 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 640 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 701 members 
Mstep: Class 39 contains 6521 members 
Mstep: Class 40 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758936.000000 Penalty: 89247.812500
Iteration 92Q: 41 clusters Score -1.117589e+08 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 102614 members 
Mstep: Class 3 contains 7500 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 36774 members 
Mstep: Class 6 contains 10093 members 
Mstep: Class 7 contains 5019 members 
Mstep: Class 8 contains 1463 members 
Mstep: Class 9 contains 6626 members 
Mstep: Class 10 contains 103690 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 109876 members 
Mstep: Class 13 contains 13864 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 6572 members 
Mstep: Class 16 contains 8738 members 
Mstep: Class 17 contains 19512 members 
Mstep: Class 18 contains 395 members 
Mstep: Class 19 contains 94384 members 
Mstep: Class 20 contains 26925 members 
Mstep: Class 21 contains 79018 members 
Mstep: Class 22 contains 1381 members 
Mstep: Class 23 contains 4755 members 
Mstep: Class 24 contains 9700 members 
Mstep: Class 25 contains 80682 members 
Mstep: Class 26 contains 34444 members 
Mstep: Class 27 contains 593 members 
Mstep: Class 28 contains 110753 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 2773 members 
Mstep: Class 31 contains 4487 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 3590 members 
Mstep: Class 34 contains 1140 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 642 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 701 members 
Mstep: Class 39 contains 6533 members 
Mstep: Class 40 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758976.000000 Penalty: 89247.812500
Iteration 93Q: 41 clusters Score -1.11759e+08 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 102597 members 
Mstep: Class 3 contains 7498 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 36854 members 
Mstep: Class 6 contains 10093 members 
Mstep: Class 7 contains 5024 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 6666 members 
Mstep: Class 10 contains 103698 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 109851 members 
Mstep: Class 13 contains 13873 members 
Mstep: Class 14 contains 421 members 
Mstep: Class 15 contains 6565 members 
Mstep: Class 16 contains 8749 members 
Mstep: Class 17 contains 19550 members 
Mstep: Class 18 contains 395 members 
Mstep: Class 19 contains 94447 members 
Mstep: Class 20 contains 26879 members 
Mstep: Class 21 contains 78773 members 
Mstep: Class 22 contains 1384 members 
Mstep: Class 23 contains 4767 members 
Mstep: Class 24 contains 9703 members 
Mstep: Class 25 contains 80699 members 
Mstep: Class 26 contains 34468 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 110765 members 
Mstep: Class 29 contains 1751 members 
Mstep: Class 30 contains 2781 members 
Mstep: Class 31 contains 4492 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 3612 members 
Mstep: Class 34 contains 1142 members 
Mstep: Class 35 contains 268 members 
Mstep: Class 36 contains 644 members 
Mstep: Class 37 contains 871 members 
Mstep: Class 38 contains 702 members 
Mstep: Class 39 contains 6536 members 
Mstep: Class 40 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758928.000000 Penalty: 89247.812500
Iteration 94Q: 41 clusters Score -1.117589e+08 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 102590 members 
Mstep: Class 3 contains 7497 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 36943 members 
Mstep: Class 6 contains 10091 members 
Mstep: Class 7 contains 5030 members 
Mstep: Class 8 contains 1459 members 
Mstep: Class 9 contains 6700 members 
Mstep: Class 10 contains 103654 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 109855 members 
Mstep: Class 13 contains 13875 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 6560 members 
Mstep: Class 16 contains 8739 members 
Mstep: Class 17 contains 19600 members 
Mstep: Class 18 contains 395 members 
Mstep: Class 19 contains 94504 members 
Mstep: Class 20 contains 26829 members 
Mstep: Class 21 contains 78535 members 
Mstep: Class 22 contains 1384 members 
Mstep: Class 23 contains 4771 members 
Mstep: Class 24 contains 9707 members 
Mstep: Class 25 contains 80730 members 
Mstep: Class 26 contains 34487 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 110789 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2788 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 3633 members 
Mstep: Class 34 contains 1144 members 
Mstep: Class 35 contains 268 members 
Mstep: Class 36 contains 645 members 
Mstep: Class 37 contains 871 members 
Mstep: Class 38 contains 703 members 
Mstep: Class 39 contains 6544 members 
Mstep: Class 40 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758816.000000 Penalty: 89247.812500
Iteration 95Q: 41 clusters Score -1.117588e+08 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 102570 members 
Mstep: Class 3 contains 7496 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 37041 members 
Mstep: Class 6 contains 10091 members 
Mstep: Class 7 contains 5035 members 
Mstep: Class 8 contains 1459 members 
Mstep: Class 9 contains 6735 members 
Mstep: Class 10 contains 103619 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 109882 members 
Mstep: Class 13 contains 13875 members 
Mstep: Class 14 contains 421 members 
Mstep: Class 15 contains 6552 members 
Mstep: Class 16 contains 8735 members 
Mstep: Class 17 contains 19651 members 
Mstep: Class 18 contains 395 members 
Mstep: Class 19 contains 94566 members 
Mstep: Class 20 contains 26787 members 
Mstep: Class 21 contains 78293 members 
Mstep: Class 22 contains 1386 members 
Mstep: Class 23 contains 4778 members 
Mstep: Class 24 contains 9713 members 
Mstep: Class 25 contains 80752 members 
Mstep: Class 26 contains 34509 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 110806 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2794 members 
Mstep: Class 31 contains 4490 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 3645 members 
Mstep: Class 34 contains 1145 members 
Mstep: Class 35 contains 268 members 
Mstep: Class 36 contains 643 members 
Mstep: Class 37 contains 870 members 
Mstep: Class 38 contains 703 members 
Mstep: Class 39 contains 6552 members 
Mstep: Class 40 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759056.000000 Penalty: 89247.812500
Iteration 96Q: 41 clusters Score -1.117591e+08 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 102568 members 
Mstep: Class 3 contains 7495 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 37123 members 
Mstep: Class 6 contains 10088 members 
Mstep: Class 7 contains 5041 members 
Mstep: Class 8 contains 1459 members 
Mstep: Class 9 contains 6760 members 
Mstep: Class 10 contains 103574 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 109874 members 
Mstep: Class 13 contains 13877 members 
Mstep: Class 14 contains 421 members 
Mstep: Class 15 contains 6549 members 
Mstep: Class 16 contains 8728 members 
Mstep: Class 17 contains 19697 members 
Mstep: Class 18 contains 395 members 
Mstep: Class 19 contains 94631 members 
Mstep: Class 20 contains 26750 members 
Mstep: Class 21 contains 78040 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 4787 members 
Mstep: Class 24 contains 9718 members 
Mstep: Class 25 contains 80805 members 
Mstep: Class 26 contains 34548 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 110843 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2797 members 
Mstep: Class 31 contains 4487 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 3655 members 
Mstep: Class 34 contains 1144 members 
Mstep: Class 35 contains 268 members 
Mstep: Class 36 contains 643 members 
Mstep: Class 37 contains 870 members 
Mstep: Class 38 contains 703 members 
Mstep: Class 39 contains 6558 members 
Mstep: Class 40 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759168.000000 Penalty: 89247.812500
Iteration 97Q: 41 clusters Score -1.117592e+08 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 102539 members 
Mstep: Class 3 contains 7490 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 37195 members 
Mstep: Class 6 contains 10088 members 
Mstep: Class 7 contains 5042 members 
Mstep: Class 8 contains 1459 members 
Mstep: Class 9 contains 6781 members 
Mstep: Class 10 contains 103551 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 109857 members 
Mstep: Class 13 contains 13880 members 
Mstep: Class 14 contains 421 members 
Mstep: Class 15 contains 6542 members 
Mstep: Class 16 contains 8726 members 
Mstep: Class 17 contains 19741 members 
Mstep: Class 18 contains 396 members 
Mstep: Class 19 contains 94711 members 
Mstep: Class 20 contains 26722 members 
Mstep: Class 21 contains 77807 members 
Mstep: Class 22 contains 1390 members 
Mstep: Class 23 contains 4798 members 
Mstep: Class 24 contains 9721 members 
Mstep: Class 25 contains 80862 members 
Mstep: Class 26 contains 34585 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 110870 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2801 members 
Mstep: Class 31 contains 4488 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 3659 members 
Mstep: Class 34 contains 1145 members 
Mstep: Class 35 contains 268 members 
Mstep: Class 36 contains 642 members 
Mstep: Class 37 contains 870 members 
Mstep: Class 38 contains 703 members 
Mstep: Class 39 contains 6561 members 
Mstep: Class 40 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759328.000000 Penalty: 89247.812500
Iteration 98Q: 41 clusters Score -1.117593e+08 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 102464 members 
Mstep: Class 3 contains 7488 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 37293 members 
Mstep: Class 6 contains 10088 members 
Mstep: Class 7 contains 5042 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 6812 members 
Mstep: Class 10 contains 103461 members 
Mstep: Class 11 contains 9462 members 
Mstep: Class 12 contains 109910 members 
Mstep: Class 13 contains 13880 members 
Mstep: Class 14 contains 421 members 
Mstep: Class 15 contains 6537 members 
Mstep: Class 16 contains 8727 members 
Mstep: Class 17 contains 19785 members 
Mstep: Class 18 contains 397 members 
Mstep: Class 19 contains 94788 members 
Mstep: Class 20 contains 26687 members 
Mstep: Class 21 contains 77584 members 
Mstep: Class 22 contains 1390 members 
Mstep: Class 23 contains 4810 members 
Mstep: Class 24 contains 9719 members 
Mstep: Class 25 contains 80922 members 
Mstep: Class 26 contains 34631 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 110904 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 2805 members 
Mstep: Class 31 contains 4489 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 3661 members 
Mstep: Class 34 contains 1145 members 
Mstep: Class 35 contains 268 members 
Mstep: Class 36 contains 641 members 
Mstep: Class 37 contains 870 members 
Mstep: Class 38 contains 703 members 
Mstep: Class 39 contains 6562 members 
Mstep: Class 40 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759224.000000 Penalty: 89247.812500
Iteration 99Q: 41 clusters Score -1.117592e+08 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 102416 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 37367 members 
Mstep: Class 6 contains 10085 members 
Mstep: Class 7 contains 5044 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 6827 members 
Mstep: Class 10 contains 103430 members 
Mstep: Class 11 contains 9463 members 
Mstep: Class 12 contains 109947 members 
Mstep: Class 13 contains 13881 members 
Mstep: Class 14 contains 421 members 
Mstep: Class 15 contains 6534 members 
Mstep: Class 16 contains 8727 members 
Mstep: Class 17 contains 19826 members 
Mstep: Class 18 contains 397 members 
Mstep: Class 19 contains 94884 members 
Mstep: Class 20 contains 26633 members 
Mstep: Class 21 contains 77341 members 
Mstep: Class 22 contains 1394 members 
Mstep: Class 23 contains 4815 members 
Mstep: Class 24 contains 9711 members 
Mstep: Class 25 contains 80989 members 
Mstep: Class 26 contains 34675 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 110932 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 2808 members 
Mstep: Class 31 contains 4489 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 3664 members 
Mstep: Class 34 contains 1146 members 
Mstep: Class 35 contains 268 members 
Mstep: Class 36 contains 641 members 
Mstep: Class 37 contains 870 members 
Mstep: Class 38 contains 704 members 
Mstep: Class 39 contains 6562 members 
Mstep: Class 40 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759496.000000 Penalty: 89247.812500
Iteration 100F: 41 clusters Score -1.117595e+08 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 102375 members 
Mstep: Class 3 contains 7477 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 37448 members 
Mstep: Class 6 contains 10086 members 
Mstep: Class 7 contains 5047 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 6835 members 
Mstep: Class 10 contains 103448 members 
Mstep: Class 11 contains 9463 members 
Mstep: Class 12 contains 109967 members 
Mstep: Class 13 contains 13886 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 6535 members 
Mstep: Class 16 contains 8730 members 
Mstep: Class 17 contains 19854 members 
Mstep: Class 18 contains 381 members 
Mstep: Class 19 contains 94989 members 
Mstep: Class 20 contains 26584 members 
Mstep: Class 21 contains 77066 members 
Mstep: Class 22 contains 1394 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 9708 members 
Mstep: Class 25 contains 81037 members 
Mstep: Class 26 contains 34710 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 110968 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 2809 members 
Mstep: Class 31 contains 4488 members 
Mstep: Class 32 contains 285 members 
Mstep: Class 33 contains 3666 members 
Mstep: Class 34 contains 1157 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 657 members 
Mstep: Class 37 contains 870 members 
Mstep: Class 38 contains 705 members 
Mstep: Class 39 contains 6555 members 
Mstep: Class 40 contains 355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111760120.000000 Penalty: 89247.812500
Iteration 101Q: 41 clusters Score -1.117601e+08 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 102315 members 
Mstep: Class 3 contains 7472 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 37540 members 
Mstep: Class 6 contains 10084 members 
Mstep: Class 7 contains 5051 members 
Mstep: Class 8 contains 1459 members 
Mstep: Class 9 contains 6837 members 
Mstep: Class 10 contains 103501 members 
Mstep: Class 11 contains 9462 members 
Mstep: Class 12 contains 109988 members 
Mstep: Class 13 contains 13890 members 
Mstep: Class 14 contains 429 members 
Mstep: Class 15 contains 6534 members 
Mstep: Class 16 contains 8732 members 
Mstep: Class 17 contains 19874 members 
Mstep: Class 18 contains 373 members 
Mstep: Class 19 contains 95075 members 
Mstep: Class 20 contains 26526 members 
Mstep: Class 21 contains 76803 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 4823 members 
Mstep: Class 24 contains 9705 members 
Mstep: Class 25 contains 81095 members 
Mstep: Class 26 contains 34747 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 111002 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 2813 members 
Mstep: Class 31 contains 4486 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 3669 members 
Mstep: Class 34 contains 1172 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 661 members 
Mstep: Class 37 contains 870 members 
Mstep: Class 38 contains 706 members 
Mstep: Class 39 contains 6552 members 
Mstep: Class 40 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111760504.000000 Penalty: 89247.812500
Iteration 102Q: 41 clusters Score -1.117605e+08 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 102240 members 
Mstep: Class 3 contains 7467 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 37642 members 
Mstep: Class 6 contains 10083 members 
Mstep: Class 7 contains 5057 members 
Mstep: Class 8 contains 1458 members 
Mstep: Class 9 contains 6843 members 
Mstep: Class 10 contains 103536 members 
Mstep: Class 11 contains 9462 members 
Mstep: Class 12 contains 110053 members 
Mstep: Class 13 contains 13895 members 
Mstep: Class 14 contains 431 members 
Mstep: Class 15 contains 6532 members 
Mstep: Class 16 contains 8735 members 
Mstep: Class 17 contains 19888 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 95154 members 
Mstep: Class 20 contains 26473 members 
Mstep: Class 21 contains 76530 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 4820 members 
Mstep: Class 24 contains 9703 members 
Mstep: Class 25 contains 81145 members 
Mstep: Class 26 contains 34782 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 111033 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 2816 members 
Mstep: Class 31 contains 4485 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 3673 members 
Mstep: Class 34 contains 1183 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 671 members 
Mstep: Class 37 contains 870 members 
Mstep: Class 38 contains 706 members 
Mstep: Class 39 contains 6547 members 
Mstep: Class 40 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111760456.000000 Penalty: 89247.812500
Iteration 103Q: 41 clusters Score -1.117605e+08 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 102204 members 
Mstep: Class 3 contains 7466 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 37729 members 
Mstep: Class 6 contains 10082 members 
Mstep: Class 7 contains 5063 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 6851 members 
Mstep: Class 10 contains 103525 members 
Mstep: Class 11 contains 9462 members 
Mstep: Class 12 contains 110125 members 
Mstep: Class 13 contains 13905 members 
Mstep: Class 14 contains 432 members 
Mstep: Class 15 contains 6532 members 
Mstep: Class 16 contains 8735 members 
Mstep: Class 17 contains 19907 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 95234 members 
Mstep: Class 20 contains 26386 members 
Mstep: Class 21 contains 76302 members 
Mstep: Class 22 contains 1399 members 
Mstep: Class 23 contains 4828 members 
Mstep: Class 24 contains 9697 members 
Mstep: Class 25 contains 81175 members 
Mstep: Class 26 contains 34807 members 
Mstep: Class 27 contains 595 members 
Mstep: Class 28 contains 111069 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 4483 members 
Mstep: Class 32 contains 288 members 
Mstep: Class 33 contains 3676 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 676 members 
Mstep: Class 37 contains 871 members 
Mstep: Class 38 contains 706 members 
Mstep: Class 39 contains 6543 members 
Mstep: Class 40 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111760608.000000 Penalty: 89247.812500
Iteration 104Q: 41 clusters Score -1.117606e+08 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 102164 members 
Mstep: Class 3 contains 7466 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 37833 members 
Mstep: Class 6 contains 10080 members 
Mstep: Class 7 contains 5066 members 
Mstep: Class 8 contains 1455 members 
Mstep: Class 9 contains 6858 members 
Mstep: Class 10 contains 103529 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 110172 members 
Mstep: Class 13 contains 13913 members 
Mstep: Class 14 contains 432 members 
Mstep: Class 15 contains 6532 members 
Mstep: Class 16 contains 8723 members 
Mstep: Class 17 contains 19943 members 
Mstep: Class 18 contains 356 members 
Mstep: Class 19 contains 95295 members 
Mstep: Class 20 contains 26314 members 
Mstep: Class 21 contains 76044 members 
Mstep: Class 22 contains 1402 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 9701 members 
Mstep: Class 25 contains 81235 members 
Mstep: Class 26 contains 34838 members 
Mstep: Class 27 contains 596 members 
Mstep: Class 28 contains 111093 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2823 members 
Mstep: Class 31 contains 4482 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 3681 members 
Mstep: Class 34 contains 1205 members 
Mstep: Class 35 contains 268 members 
Mstep: Class 36 contains 681 members 
Mstep: Class 37 contains 871 members 
Mstep: Class 38 contains 708 members 
Mstep: Class 39 contains 6535 members 
Mstep: Class 40 contains 348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111760328.000000 Penalty: 89247.812500
Iteration 105Q: 41 clusters Score -1.117603e+08 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 102198 members 
Mstep: Class 3 contains 7462 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 37925 members 
Mstep: Class 6 contains 10077 members 
Mstep: Class 7 contains 5069 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 6867 members 
Mstep: Class 10 contains 103495 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 110232 members 
Mstep: Class 13 contains 13917 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 6532 members 
Mstep: Class 16 contains 8711 members 
Mstep: Class 17 contains 19972 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 95363 members 
Mstep: Class 20 contains 26236 members 
Mstep: Class 21 contains 75785 members 
Mstep: Class 22 contains 1405 members 
Mstep: Class 23 contains 4837 members 
Mstep: Class 24 contains 9699 members 
Mstep: Class 25 contains 81306 members 
Mstep: Class 26 contains 34863 members 
Mstep: Class 27 contains 596 members 
Mstep: Class 28 contains 111093 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2832 members 
Mstep: Class 31 contains 4480 members 
Mstep: Class 32 contains 291 members 
Mstep: Class 33 contains 3685 members 
Mstep: Class 34 contains 1225 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 681 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 708 members 
Mstep: Class 39 contains 6525 members 
Mstep: Class 40 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111760184.000000 Penalty: 89247.812500
Iteration 106Q: 41 clusters Score -1.117602e+08 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 102249 members 
Mstep: Class 3 contains 7456 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 38025 members 
Mstep: Class 6 contains 10071 members 
Mstep: Class 7 contains 5073 members 
Mstep: Class 8 contains 1452 members 
Mstep: Class 9 contains 6874 members 
Mstep: Class 10 contains 103539 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 110207 members 
Mstep: Class 13 contains 13919 members 
Mstep: Class 14 contains 429 members 
Mstep: Class 15 contains 6527 members 
Mstep: Class 16 contains 8712 members 
Mstep: Class 17 contains 19999 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 95431 members 
Mstep: Class 20 contains 26168 members 
Mstep: Class 21 contains 75488 members 
Mstep: Class 22 contains 1410 members 
Mstep: Class 23 contains 4837 members 
Mstep: Class 24 contains 9696 members 
Mstep: Class 25 contains 81362 members 
Mstep: Class 26 contains 34900 members 
Mstep: Class 27 contains 598 members 
Mstep: Class 28 contains 111128 members 
Mstep: Class 29 contains 1747 members 
Mstep: Class 30 contains 2835 members 
Mstep: Class 31 contains 4477 members 
Mstep: Class 32 contains 292 members 
Mstep: Class 33 contains 3689 members 
Mstep: Class 34 contains 1234 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 681 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 708 members 
Mstep: Class 39 contains 6520 members 
Mstep: Class 40 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111760456.000000 Penalty: 89247.812500
Iteration 107Q: 41 clusters Score -1.117605e+08 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 102297 members 
Mstep: Class 3 contains 7455 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 38138 members 
Mstep: Class 6 contains 10069 members 
Mstep: Class 7 contains 5078 members 
Mstep: Class 8 contains 1450 members 
Mstep: Class 9 contains 6879 members 
Mstep: Class 10 contains 103604 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 110143 members 
Mstep: Class 13 contains 13922 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6527 members 
Mstep: Class 16 contains 8709 members 
Mstep: Class 17 contains 20036 members 
Mstep: Class 18 contains 347 members 
Mstep: Class 19 contains 95502 members 
Mstep: Class 20 contains 26091 members 
Mstep: Class 21 contains 75199 members 
Mstep: Class 22 contains 1414 members 
Mstep: Class 23 contains 4842 members 
Mstep: Class 24 contains 9695 members 
Mstep: Class 25 contains 81398 members 
Mstep: Class 26 contains 34950 members 
Mstep: Class 27 contains 597 members 
Mstep: Class 28 contains 111147 members 
Mstep: Class 29 contains 1747 members 
Mstep: Class 30 contains 2836 members 
Mstep: Class 31 contains 4478 members 
Mstep: Class 32 contains 292 members 
Mstep: Class 33 contains 3695 members 
Mstep: Class 34 contains 1239 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 679 members 
Mstep: Class 37 contains 870 members 
Mstep: Class 38 contains 709 members 
Mstep: Class 39 contains 6522 members 
Mstep: Class 40 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111760784.000000 Penalty: 89247.812500
Iteration 108Q: 41 clusters Score -1.117608e+08 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 102328 members 
Mstep: Class 3 contains 7457 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 38262 members 
Mstep: Class 6 contains 10067 members 
Mstep: Class 7 contains 5083 members 
Mstep: Class 8 contains 1449 members 
Mstep: Class 9 contains 6888 members 
Mstep: Class 10 contains 103634 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 110124 members 
Mstep: Class 13 contains 13924 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6525 members 
Mstep: Class 16 contains 8707 members 
Mstep: Class 17 contains 20068 members 
Mstep: Class 18 contains 343 members 
Mstep: Class 19 contains 95576 members 
Mstep: Class 20 contains 26010 members 
Mstep: Class 21 contains 74919 members 
Mstep: Class 22 contains 1416 members 
Mstep: Class 23 contains 4845 members 
Mstep: Class 24 contains 9693 members 
Mstep: Class 25 contains 81428 members 
Mstep: Class 26 contains 35013 members 
Mstep: Class 27 contains 597 members 
Mstep: Class 28 contains 111160 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 2838 members 
Mstep: Class 31 contains 4474 members 
Mstep: Class 32 contains 294 members 
Mstep: Class 33 contains 3697 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 679 members 
Mstep: Class 37 contains 871 members 
Mstep: Class 38 contains 710 members 
Mstep: Class 39 contains 6517 members 
Mstep: Class 40 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111761000.000000 Penalty: 89247.812500
Iteration 109Q: 41 clusters Score -1.11761e+08 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 102338 members 
Mstep: Class 3 contains 7460 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 38392 members 
Mstep: Class 6 contains 10062 members 
Mstep: Class 7 contains 5090 members 
Mstep: Class 8 contains 1449 members 
Mstep: Class 9 contains 6899 members 
Mstep: Class 10 contains 103653 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 110124 members 
Mstep: Class 13 contains 13920 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6522 members 
Mstep: Class 16 contains 8711 members 
Mstep: Class 17 contains 20092 members 
Mstep: Class 18 contains 342 members 
Mstep: Class 19 contains 95651 members 
Mstep: Class 20 contains 25951 members 
Mstep: Class 21 contains 74620 members 
Mstep: Class 22 contains 1417 members 
Mstep: Class 23 contains 4848 members 
Mstep: Class 24 contains 9692 members 
Mstep: Class 25 contains 81468 members 
Mstep: Class 26 contains 35069 members 
Mstep: Class 27 contains 597 members 
Mstep: Class 28 contains 111167 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 2839 members 
Mstep: Class 31 contains 4472 members 
Mstep: Class 32 contains 294 members 
Mstep: Class 33 contains 3702 members 
Mstep: Class 34 contains 1247 members 
Mstep: Class 35 contains 272 members 
Mstep: Class 36 contains 679 members 
Mstep: Class 37 contains 871 members 
Mstep: Class 38 contains 710 members 
Mstep: Class 39 contains 6517 members 
Mstep: Class 40 contains 345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111760888.000000 Penalty: 89247.812500
Iteration 110Q: 41 clusters Score -1.117609e+08 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 102354 members 
Mstep: Class 3 contains 7459 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 38540 members 
Mstep: Class 6 contains 10057 members 
Mstep: Class 7 contains 5100 members 
Mstep: Class 8 contains 1449 members 
Mstep: Class 9 contains 6912 members 
Mstep: Class 10 contains 103690 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 110095 members 
Mstep: Class 13 contains 13917 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6521 members 
Mstep: Class 16 contains 8706 members 
Mstep: Class 17 contains 20113 members 
Mstep: Class 18 contains 345 members 
Mstep: Class 19 contains 95722 members 
Mstep: Class 20 contains 25875 members 
Mstep: Class 21 contains 74361 members 
Mstep: Class 22 contains 1420 members 
Mstep: Class 23 contains 4844 members 
Mstep: Class 24 contains 9691 members 
Mstep: Class 25 contains 81492 members 
Mstep: Class 26 contains 35118 members 
Mstep: Class 27 contains 597 members 
Mstep: Class 28 contains 111178 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 2841 members 
Mstep: Class 31 contains 4473 members 
Mstep: Class 32 contains 293 members 
Mstep: Class 33 contains 3701 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 677 members 
Mstep: Class 37 contains 871 members 
Mstep: Class 38 contains 710 members 
Mstep: Class 39 contains 6511 members 
Mstep: Class 40 contains 345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111760848.000000 Penalty: 89247.812500
Iteration 111Q: 41 clusters Score -1.117608e+08 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 102372 members 
Mstep: Class 3 contains 7460 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 38656 members 
Mstep: Class 6 contains 10050 members 
Mstep: Class 7 contains 5114 members 
Mstep: Class 8 contains 1448 members 
Mstep: Class 9 contains 6922 members 
Mstep: Class 10 contains 103767 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 110066 members 
Mstep: Class 13 contains 13921 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6520 members 
Mstep: Class 16 contains 8699 members 
Mstep: Class 17 contains 20148 members 
Mstep: Class 18 contains 344 members 
Mstep: Class 19 contains 95796 members 
Mstep: Class 20 contains 25788 members 
Mstep: Class 21 contains 74098 members 
Mstep: Class 22 contains 1424 members 
Mstep: Class 23 contains 4840 members 
Mstep: Class 24 contains 9692 members 
Mstep: Class 25 contains 81525 members 
Mstep: Class 26 contains 35163 members 
Mstep: Class 27 contains 597 members 
Mstep: Class 28 contains 111167 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 2840 members 
Mstep: Class 31 contains 4476 members 
Mstep: Class 32 contains 293 members 
Mstep: Class 33 contains 3706 members 
Mstep: Class 34 contains 1251 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 675 members 
Mstep: Class 37 contains 872 members 
Mstep: Class 38 contains 711 members 
Mstep: Class 39 contains 6510 members 
Mstep: Class 40 contains 345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111760584.000000 Penalty: 89247.812500
Iteration 112Q: 41 clusters Score -1.117606e+08 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 102392 members 
Mstep: Class 3 contains 7459 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 38769 members 
Mstep: Class 6 contains 10042 members 
Mstep: Class 7 contains 5117 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 6925 members 
Mstep: Class 10 contains 103843 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 110059 members 
Mstep: Class 13 contains 13928 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6520 members 
Mstep: Class 16 contains 8696 members 
Mstep: Class 17 contains 20191 members 
Mstep: Class 18 contains 342 members 
Mstep: Class 19 contains 95842 members 
Mstep: Class 20 contains 25697 members 
Mstep: Class 21 contains 73823 members 
Mstep: Class 22 contains 1427 members 
Mstep: Class 23 contains 4844 members 
Mstep: Class 24 contains 9691 members 
Mstep: Class 25 contains 81582 members 
Mstep: Class 26 contains 35224 members 
Mstep: Class 27 contains 597 members 
Mstep: Class 28 contains 111144 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 2842 members 
Mstep: Class 31 contains 4479 members 
Mstep: Class 32 contains 293 members 
Mstep: Class 33 contains 3713 members 
Mstep: Class 34 contains 1253 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 676 members 
Mstep: Class 37 contains 872 members 
Mstep: Class 38 contains 712 members 
Mstep: Class 39 contains 6507 members 
Mstep: Class 40 contains 345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111760376.000000 Penalty: 89247.812500
Iteration 113Q: 41 clusters Score -1.117604e+08 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 102407 members 
Mstep: Class 3 contains 7453 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 38890 members 
Mstep: Class 6 contains 10037 members 
Mstep: Class 7 contains 5117 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 6927 members 
Mstep: Class 10 contains 103897 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 110050 members 
Mstep: Class 13 contains 13932 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 6521 members 
Mstep: Class 16 contains 8691 members 
Mstep: Class 17 contains 20223 members 
Mstep: Class 18 contains 342 members 
Mstep: Class 19 contains 95919 members 
Mstep: Class 20 contains 25608 members 
Mstep: Class 21 contains 73539 members 
Mstep: Class 22 contains 1429 members 
Mstep: Class 23 contains 4844 members 
Mstep: Class 24 contains 9691 members 
Mstep: Class 25 contains 81619 members 
Mstep: Class 26 contains 35286 members 
Mstep: Class 27 contains 597 members 
Mstep: Class 28 contains 111163 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 2844 members 
Mstep: Class 31 contains 4482 members 
Mstep: Class 32 contains 293 members 
Mstep: Class 33 contains 3717 members 
Mstep: Class 34 contains 1256 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 674 members 
Mstep: Class 37 contains 872 members 
Mstep: Class 38 contains 714 members 
Mstep: Class 39 contains 6508 members 
Mstep: Class 40 contains 345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111760336.000000 Penalty: 89247.812500
Iteration 114Q: 41 clusters Score -1.117603e+08 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 102439 members 
Mstep: Class 3 contains 7449 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 39026 members 
Mstep: Class 6 contains 10030 members 
Mstep: Class 7 contains 5119 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 6935 members 
Mstep: Class 10 contains 103939 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 110035 members 
Mstep: Class 13 contains 13926 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 6522 members 
Mstep: Class 16 contains 8679 members 
Mstep: Class 17 contains 20268 members 
Mstep: Class 18 contains 342 members 
Mstep: Class 19 contains 95957 members 
Mstep: Class 20 contains 25518 members 
Mstep: Class 21 contains 73269 members 
Mstep: Class 22 contains 1429 members 
Mstep: Class 23 contains 4844 members 
Mstep: Class 24 contains 9691 members 
Mstep: Class 25 contains 81661 members 
Mstep: Class 26 contains 35358 members 
Mstep: Class 27 contains 597 members 
Mstep: Class 28 contains 111172 members 
Mstep: Class 29 contains 1746 members 
Mstep: Class 30 contains 2848 members 
Mstep: Class 31 contains 4478 members 
Mstep: Class 32 contains 293 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 1257 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 674 members 
Mstep: Class 37 contains 873 members 
Mstep: Class 38 contains 714 members 
Mstep: Class 39 contains 6511 members 
Mstep: Class 40 contains 345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111760336.000000 Penalty: 89247.812500
Iteration 115Q: 41 clusters Score -1.117603e+08 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 102461 members 
Mstep: Class 3 contains 7448 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 39149 members 
Mstep: Class 6 contains 10022 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 6948 members 
Mstep: Class 10 contains 103943 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 110054 members 
Mstep: Class 13 contains 13926 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 6521 members 
Mstep: Class 16 contains 8667 members 
Mstep: Class 17 contains 20305 members 
Mstep: Class 18 contains 342 members 
Mstep: Class 19 contains 95993 members 
Mstep: Class 20 contains 25420 members 
Mstep: Class 21 contains 73027 members 
Mstep: Class 22 contains 1429 members 
Mstep: Class 23 contains 4844 members 
Mstep: Class 24 contains 9693 members 
Mstep: Class 25 contains 81707 members 
Mstep: Class 26 contains 35422 members 
Mstep: Class 27 contains 597 members 
Mstep: Class 28 contains 111181 members 
Mstep: Class 29 contains 1747 members 
Mstep: Class 30 contains 2854 members 
Mstep: Class 31 contains 4480 members 
Mstep: Class 32 contains 293 members 
Mstep: Class 33 contains 3733 members 
Mstep: Class 34 contains 1257 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 674 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 714 members 
Mstep: Class 39 contains 6509 members 
Mstep: Class 40 contains 345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111760520.000000 Penalty: 89247.812500
Iteration 116Q: 41 clusters Score -1.117605e+08 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 102505 members 
Mstep: Class 3 contains 7447 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 39273 members 
Mstep: Class 6 contains 10017 members 
Mstep: Class 7 contains 5126 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 6961 members 
Mstep: Class 10 contains 103952 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 110069 members 
Mstep: Class 13 contains 13928 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 6517 members 
Mstep: Class 16 contains 8652 members 
Mstep: Class 17 contains 20346 members 
Mstep: Class 18 contains 342 members 
Mstep: Class 19 contains 96001 members 
Mstep: Class 20 contains 25327 members 
Mstep: Class 21 contains 72794 members 
Mstep: Class 22 contains 1429 members 
Mstep: Class 23 contains 4848 members 
Mstep: Class 24 contains 9696 members 
Mstep: Class 25 contains 81745 members 
Mstep: Class 26 contains 35490 members 
Mstep: Class 27 contains 597 members 
Mstep: Class 28 contains 111187 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2859 members 
Mstep: Class 31 contains 4480 members 
Mstep: Class 32 contains 293 members 
Mstep: Class 33 contains 3738 members 
Mstep: Class 34 contains 1257 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 674 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 714 members 
Mstep: Class 39 contains 6508 members 
Mstep: Class 40 contains 345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111760416.000000 Penalty: 89247.812500
Iteration 117Q: 41 clusters Score -1.117604e+08 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 102535 members 
Mstep: Class 3 contains 7446 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 39382 members 
Mstep: Class 6 contains 10015 members 
Mstep: Class 7 contains 5130 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 6973 members 
Mstep: Class 10 contains 103893 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 110158 members 
Mstep: Class 13 contains 13929 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 6517 members 
Mstep: Class 16 contains 8643 members 
Mstep: Class 17 contains 20385 members 
Mstep: Class 18 contains 342 members 
Mstep: Class 19 contains 95999 members 
Mstep: Class 20 contains 25229 members 
Mstep: Class 21 contains 72549 members 
Mstep: Class 22 contains 1429 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 9696 members 
Mstep: Class 25 contains 81808 members 
Mstep: Class 26 contains 35581 members 
Mstep: Class 27 contains 597 members 
Mstep: Class 28 contains 111181 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2856 members 
Mstep: Class 31 contains 4477 members 
Mstep: Class 32 contains 293 members 
Mstep: Class 33 contains 3745 members 
Mstep: Class 34 contains 1257 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 674 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 714 members 
Mstep: Class 39 contains 6506 members 
Mstep: Class 40 contains 345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111760240.000000 Penalty: 89247.812500
Iteration 118Q: 41 clusters Score -1.117602e+08 nChanged 1721
Entering ConstructFrom: 
Score: -111760240.000000 Penalty: 89247.812500
Entering ConstructFrom: 
Trying to split cluster 1 (8461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Entering Unmasked Estep 
Score: -1053888.875000 Penalty: 1469.523682
	Iteration 0F: 2 clusters Score -1053889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1047655.500000 Penalty: 2939.047363
	Iteration 0F: 3 clusters Score -1047656 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1049589.625000 Penalty: 2939.047363
	Iteration 1F: 3 clusters Score -1049590 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1049802.875000 Penalty: 2939.047363
	Iteration 2F: 3 clusters Score -1049803 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1049969.500000 Penalty: 2939.047363
	Iteration 3Q: 3 clusters Score -1049970 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1050114.250000 Penalty: 2939.047363
	Iteration 4Q: 3 clusters Score -1050114 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1050224.500000 Penalty: 2939.047363
	Iteration 5Q: 3 clusters Score -1050224 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1050324.625000 Penalty: 2939.047363
	Iteration 6Q: 3 clusters Score -1050325 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1050428.125000 Penalty: 2939.047363
	Iteration 7Q: 3 clusters Score -1050428 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1050520.125000 Penalty: 2939.047363
	Iteration 8Q: 3 clusters Score -1050520 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1050614.375000 Penalty: 2939.047363
	Iteration 9Q: 3 clusters Score -1050614 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1050735.625000 Penalty: 2939.047363
	Iteration 10Q: 3 clusters Score -1050736 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1050861.000000 Penalty: 2939.047363
	Iteration 11Q: 3 clusters Score -1050861 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1051017.125000 Penalty: 2939.047363
	Iteration 12Q: 3 clusters Score -1051017 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1051163.000000 Penalty: 2939.047363
	Iteration 13Q: 3 clusters Score -1051163 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1051294.625000 Penalty: 2939.047363
	Iteration 14Q: 3 clusters Score -1051295 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1051423.250000 Penalty: 2939.047363
	Iteration 15Q: 3 clusters Score -1051423 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1051568.125000 Penalty: 2939.047363
	Iteration 16Q: 3 clusters Score -1051568 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1051702.250000 Penalty: 2939.047363
	Iteration 17Q: 3 clusters Score -1051702 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1051806.875000 Penalty: 2939.047363
	Iteration 18Q: 3 clusters Score -1051807 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1051883.875000 Penalty: 2939.047363
	Iteration 19Q: 3 clusters Score -1051884 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1051950.375000 Penalty: 2939.047363
	Iteration 20F: 3 clusters Score -1051950 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1051992.625000 Penalty: 2939.047363
	Iteration 21Q: 3 clusters Score -1051993 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1052032.000000 Penalty: 2939.047363
	Iteration 22Q: 3 clusters Score -1052032 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1052066.000000 Penalty: 2939.047363
	Iteration 23Q: 3 clusters Score -1052066 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1052091.625000 Penalty: 2939.047363
	Iteration 24Q: 3 clusters Score -1052092 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1052113.750000 Penalty: 2939.047363
	Iteration 25Q: 3 clusters Score -1052114 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1052133.250000 Penalty: 2939.047363
	Iteration 26Q: 3 clusters Score -1052133 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1052156.500000 Penalty: 2939.047363
	Iteration 27Q: 3 clusters Score -1052156 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1052176.750000 Penalty: 2939.047363
	Iteration 28Q: 3 clusters Score -1052177 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1052206.500000 Penalty: 2939.047363
	Iteration 29Q: 3 clusters Score -1052206 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1052238.875000 Penalty: 2939.047363
	Iteration 30Q: 3 clusters Score -1052239 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1052265.000000 Penalty: 2939.047363
	Iteration 31Q: 3 clusters Score -1052265 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1052289.000000 Penalty: 2939.047363
	Iteration 32Q: 3 clusters Score -1052289 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1052308.000000 Penalty: 2939.047363
	Iteration 33Q: 3 clusters Score -1052308 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1052324.125000 Penalty: 2939.047363
	Iteration 34Q: 3 clusters Score -1052324 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1052352.000000 Penalty: 2939.047363
	Iteration 35Q: 3 clusters Score -1052352 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1052374.625000 Penalty: 2939.047363
	Iteration 36Q: 3 clusters Score -1052375 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1052398.750000 Penalty: 2939.047363
	Iteration 37Q: 3 clusters Score -1052399 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1052431.500000 Penalty: 2939.047363
	Iteration 38Q: 3 clusters Score -1052432 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1052457.250000 Penalty: 2939.047363
	Iteration 39Q: 3 clusters Score -1052457 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1052482.125000 Penalty: 2939.047363
	Iteration 40F: 3 clusters Score -1052482 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1052500.375000 Penalty: 2939.047363
	Iteration 41Q: 3 clusters Score -1052500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1052511.125000 Penalty: 2939.047363
	Iteration 42Q: 3 clusters Score -1052511 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1052516.750000 Penalty: 2939.047363
	Iteration 43Q: 3 clusters Score -1052517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1052522.375000 Penalty: 2939.047363
	Iteration 44Q: 3 clusters Score -1052522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1052527.375000 Penalty: 2939.047363
	Iteration 45Q: 3 clusters Score -1052527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1052531.375000 Penalty: 2939.047363
	Iteration 46Q: 3 clusters Score -1052531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1052533.250000 Penalty: 2939.047363
	Iteration 47Q: 3 clusters Score -1052533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1052534.875000 Penalty: 2939.047363
	Iteration 48Q: 3 clusters Score -1052535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1052536.875000 Penalty: 2939.047363
	Iteration 49Q: 3 clusters Score -1052537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1052537.625000 Penalty: 2939.047363
	Iteration 50Q: 3 clusters Score -1052538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1052541.750000 Penalty: 2939.047363
	Iteration 51Q: 3 clusters Score -1052542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1052545.750000 Penalty: 2939.047363
	Iteration 52Q: 3 clusters Score -1052546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1052546.125000 Penalty: 2939.047363
	Iteration 53Q: 3 clusters Score -1052546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1052546.000000 Penalty: 2939.047363
	Iteration 54Q: 3 clusters Score -1052546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1052546.375000 Penalty: 2939.047363
	Iteration 55Q: 3 clusters Score -1052546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1052550.875000 Penalty: 2939.047363
	Iteration 56Q: 3 clusters Score -1052551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1052551.250000 Penalty: 2939.047363
	Iteration 57Q: 3 clusters Score -1052551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1052554.625000 Penalty: 2939.047363
	Iteration 58Q: 3 clusters Score -1052555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1052556.750000 Penalty: 2939.047363
	Iteration 59Q: 3 clusters Score -1052557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1052559.500000 Penalty: 2939.047363
	Iteration 60F: 3 clusters Score -1052560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1052563.500000 Penalty: 2939.047363
	Iteration 61Q: 3 clusters Score -1052564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1052566.125000 Penalty: 2939.047363
	Iteration 62Q: 3 clusters Score -1052566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1052568.250000 Penalty: 2939.047363
	Iteration 63Q: 3 clusters Score -1052568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1052566.875000 Penalty: 2939.047363
	Iteration 64Q: 3 clusters Score -1052567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1052567.500000 Penalty: 2939.047363
	Iteration 65Q: 3 clusters Score -1052568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1052565.500000 Penalty: 2939.047363
	Iteration 66Q: 3 clusters Score -1052566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1052569.750000 Penalty: 2939.047363
	Iteration 67Q: 3 clusters Score -1052570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1052571.625000 Penalty: 2939.047363
	Iteration 68Q: 3 clusters Score -1052572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1052572.000000 Penalty: 2939.047363
	Iteration 69Q: 3 clusters Score -1052572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1052570.875000 Penalty: 2939.047363
	Iteration 70Q: 3 clusters Score -1052571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1052571.625000 Penalty: 2939.047363
	Iteration 71Q: 3 clusters Score -1052572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1052571.875000 Penalty: 2939.047363
	Iteration 72Q: 3 clusters Score -1052572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1052573.500000 Penalty: 2939.047363
	Iteration 73Q: 3 clusters Score -1052574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1052577.500000 Penalty: 2939.047363
	Iteration 74Q: 3 clusters Score -1052578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1052579.625000 Penalty: 2939.047363
	Iteration 75Q: 3 clusters Score -1052580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1052583.000000 Penalty: 2939.047363
	Iteration 76Q: 3 clusters Score -1052583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1052584.500000 Penalty: 2939.047363
	Iteration 77Q: 3 clusters Score -1052584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1052587.500000 Penalty: 2939.047363
	Iteration 78Q: 3 clusters Score -1052588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1052588.625000 Penalty: 2939.047363
	Iteration 79Q: 3 clusters Score -1052589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1052593.750000 Penalty: 2939.047363
	Iteration 80F: 3 clusters Score -1052594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1052598.250000 Penalty: 2939.047363
	Iteration 81Q: 3 clusters Score -1052598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1052604.875000 Penalty: 2939.047363
	Iteration 82Q: 3 clusters Score -1052605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1052608.000000 Penalty: 2939.047363
	Iteration 83Q: 3 clusters Score -1052608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1052608.500000 Penalty: 2939.047363
	Iteration 84Q: 3 clusters Score -1052608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1052613.625000 Penalty: 2939.047363
	Iteration 85Q: 3 clusters Score -1052614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1052614.750000 Penalty: 2939.047363
	Iteration 86Q: 3 clusters Score -1052615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1052617.125000 Penalty: 2939.047363
	Iteration 87Q: 3 clusters Score -1052617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1052621.875000 Penalty: 2939.047363
	Iteration 88Q: 3 clusters Score -1052622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1052628.375000 Penalty: 2939.047363
	Iteration 89Q: 3 clusters Score -1052628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1052636.000000 Penalty: 2939.047363
	Iteration 90Q: 3 clusters Score -1052636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1052640.375000 Penalty: 2939.047363
	Iteration 91Q: 3 clusters Score -1052640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1052646.500000 Penalty: 2939.047363
	Iteration 92Q: 3 clusters Score -1052646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1052650.500000 Penalty: 2939.047363
	Iteration 93Q: 3 clusters Score -1052650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1052659.125000 Penalty: 2939.047363
	Iteration 94Q: 3 clusters Score -1052659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1052662.125000 Penalty: 2939.047363
	Iteration 95Q: 3 clusters Score -1052662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1052660.875000 Penalty: 2939.047363
	Iteration 96Q: 3 clusters Score -1052661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1052664.125000 Penalty: 2939.047363
	Iteration 97Q: 3 clusters Score -1052664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1052663.500000 Penalty: 2939.047363
	Iteration 98Q: 3 clusters Score -1052664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1052664.375000 Penalty: 2939.047363
	Iteration 99Q: 3 clusters Score -1052664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1052665.875000 Penalty: 2939.047363
	Iteration 100F: 3 clusters Score -1052666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (102564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102564 members 
Entering Unmasked Estep 
Score: -12908689.000000 Penalty: 1874.964355
	Iteration 0F: 2 clusters Score -1.290869e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51289 members 
Mstep: Class 2 contains 51275 members 
Entering Unmasked Estep 
Score: -12843190.000000 Penalty: 3749.928711
	Iteration 0F: 3 clusters Score -1.284319e+07 nChanged 49070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50603 members 
Mstep: Class 2 contains 51961 members 
Entering Unmasked Estep 
Score: -12871667.000000 Penalty: 3749.928711
	Iteration 1F: 3 clusters Score -1.287167e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50372 members 
Mstep: Class 2 contains 52192 members 
Entering Unmasked Estep 
Score: -12872552.000000 Penalty: 3749.928711
	Iteration 2Q: 3 clusters Score -1.287255e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50010 members 
Mstep: Class 2 contains 52554 members 
Entering Unmasked Estep 
Score: -12873565.000000 Penalty: 3749.928711
	Iteration 3Q: 3 clusters Score -1.287356e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 53080 members 
Entering Unmasked Estep 
Score: -12874856.000000 Penalty: 3749.928711
	Iteration 4Q: 3 clusters Score -1.287486e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 53790 members 
Entering Unmasked Estep 
Score: -12876436.000000 Penalty: 3749.928711
	Iteration 5Q: 3 clusters Score -1.287644e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47815 members 
Mstep: Class 2 contains 54749 members 
Entering Unmasked Estep 
Score: -12878268.000000 Penalty: 3749.928711
	Iteration 6Q: 3 clusters Score -1.287827e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46481 members 
Mstep: Class 2 contains 56083 members 
Entering Unmasked Estep 
Score: -12880699.000000 Penalty: 3749.928711
	Iteration 7Q: 3 clusters Score -1.28807e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 57849 members 
Entering Unmasked Estep 
Score: -12883907.000000 Penalty: 3749.928711
	Iteration 8F: 3 clusters Score -1.288391e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 59864 members 
Entering Unmasked Estep 
Score: -12887917.000000 Penalty: 3749.928711
	Iteration 9F: 3 clusters Score -1.288792e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 61843 members 
Entering Unmasked Estep 
Score: -12891759.000000 Penalty: 3749.928711
	Iteration 10F: 3 clusters Score -1.289176e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 63515 members 
Entering Unmasked Estep 
Score: -12894379.000000 Penalty: 3749.928711
	Iteration 11Q: 3 clusters Score -1.289438e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 64993 members 
Entering Unmasked Estep 
Score: -12895631.000000 Penalty: 3749.928711
	Iteration 12Q: 3 clusters Score -1.289563e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 66376 members 
Entering Unmasked Estep 
Score: -12896290.000000 Penalty: 3749.928711
	Iteration 13Q: 3 clusters Score -1.289629e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 67747 members 
Entering Unmasked Estep 
Score: -12896765.000000 Penalty: 3749.928711
	Iteration 14Q: 3 clusters Score -1.289676e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 69092 members 
Entering Unmasked Estep 
Score: -12897248.000000 Penalty: 3749.928711
	Iteration 15Q: 3 clusters Score -1.289725e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 70451 members 
Entering Unmasked Estep 
Score: -12897716.000000 Penalty: 3749.928711
	Iteration 16Q: 3 clusters Score -1.289772e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 71816 members 
Entering Unmasked Estep 
Score: -12898132.000000 Penalty: 3749.928711
	Iteration 17Q: 3 clusters Score -1.289813e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 73229 members 
Entering Unmasked Estep 
Score: -12898487.000000 Penalty: 3749.928711
	Iteration 18Q: 3 clusters Score -1.289849e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 74637 members 
Entering Unmasked Estep 
Score: -12899024.000000 Penalty: 3749.928711
	Iteration 19Q: 3 clusters Score -1.289902e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 76074 members 
Entering Unmasked Estep 
Score: -12899490.000000 Penalty: 3749.928711
	Iteration 20F: 3 clusters Score -1.289949e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 77474 members 
Entering Unmasked Estep 
Score: -12899984.000000 Penalty: 3749.928711
	Iteration 21Q: 3 clusters Score -1.289998e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 78875 members 
Entering Unmasked Estep 
Score: -12900497.000000 Penalty: 3749.928711
	Iteration 22Q: 3 clusters Score -1.29005e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 80216 members 
Entering Unmasked Estep 
Score: -12900959.000000 Penalty: 3749.928711
	Iteration 23Q: 3 clusters Score -1.290096e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 81511 members 
Entering Unmasked Estep 
Score: -12901423.000000 Penalty: 3749.928711
	Iteration 24Q: 3 clusters Score -1.290142e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 82776 members 
Entering Unmasked Estep 
Score: -12901811.000000 Penalty: 3749.928711
	Iteration 25Q: 3 clusters Score -1.290181e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 84030 members 
Entering Unmasked Estep 
Score: -12902279.000000 Penalty: 3749.928711
	Iteration 26Q: 3 clusters Score -1.290228e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 85332 members 
Entering Unmasked Estep 
Score: -12902785.000000 Penalty: 3749.928711
	Iteration 27Q: 3 clusters Score -1.290278e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 86579 members 
Entering Unmasked Estep 
Score: -12903289.000000 Penalty: 3749.928711
	Iteration 28Q: 3 clusters Score -1.290329e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 87847 members 
Entering Unmasked Estep 
Score: -12903703.000000 Penalty: 3749.928711
	Iteration 29Q: 3 clusters Score -1.29037e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 89090 members 
Entering Unmasked Estep 
Score: -12904124.000000 Penalty: 3749.928711
	Iteration 30Q: 3 clusters Score -1.290412e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 90298 members 
Entering Unmasked Estep 
Score: -12904674.000000 Penalty: 3749.928711
	Iteration 31Q: 3 clusters Score -1.290467e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 91494 members 
Entering Unmasked Estep 
Score: -12905273.000000 Penalty: 3749.928711
	Iteration 32Q: 3 clusters Score -1.290527e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 92673 members 
Entering Unmasked Estep 
Score: -12905821.000000 Penalty: 3749.928711
	Iteration 33Q: 3 clusters Score -1.290582e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 93860 members 
Entering Unmasked Estep 
Score: -12906325.000000 Penalty: 3749.928711
	Iteration 34Q: 3 clusters Score -1.290632e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 94942 members 
Entering Unmasked Estep 
Score: -12906634.000000 Penalty: 3749.928711
	Iteration 35Q: 3 clusters Score -1.290663e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 96011 members 
Entering Unmasked Estep 
Score: -12906983.000000 Penalty: 3749.928711
	Iteration 36Q: 3 clusters Score -1.290698e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 96983 members 
Entering Unmasked Estep 
Score: -12907142.000000 Penalty: 3749.928711
	Iteration 37Q: 3 clusters Score -1.290714e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 97875 members 
Entering Unmasked Estep 
Score: -12907275.000000 Penalty: 3749.928711
	Iteration 38Q: 3 clusters Score -1.290728e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 98611 members 
Entering Unmasked Estep 
Score: -12907355.000000 Penalty: 3749.928711
	Iteration 39Q: 3 clusters Score -1.290736e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 99203 members 
Entering Unmasked Estep 
Score: -12907405.000000 Penalty: 3749.928711
	Iteration 40F: 3 clusters Score -1.29074e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 99706 members 
Entering Unmasked Estep 
Score: -12907470.000000 Penalty: 3749.928711
	Iteration 41Q: 3 clusters Score -1.290747e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 100096 members 
Entering Unmasked Estep 
Score: -12907470.000000 Penalty: 3749.928711
	Iteration 42Q: 3 clusters Score -1.290747e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 100422 members 
Entering Unmasked Estep 
Score: -12907477.000000 Penalty: 3749.928711
	Iteration 43Q: 3 clusters Score -1.290748e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 100667 members 
Entering Unmasked Estep 
Score: -12907526.000000 Penalty: 3749.928711
	Iteration 44Q: 3 clusters Score -1.290753e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 100880 members 
Entering Unmasked Estep 
Score: -12907518.000000 Penalty: 3749.928711
	Iteration 45Q: 3 clusters Score -1.290752e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 101030 members 
Entering Unmasked Estep 
Score: -12907522.000000 Penalty: 3749.928711
	Iteration 46Q: 3 clusters Score -1.290752e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 101162 members 
Entering Unmasked Estep 
Score: -12907517.000000 Penalty: 3749.928711
	Iteration 47Q: 3 clusters Score -1.290752e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 101256 members 
Entering Unmasked Estep 
Score: -12907521.000000 Penalty: 3749.928711
	Iteration 48Q: 3 clusters Score -1.290752e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 101339 members 
Entering Unmasked Estep 
Score: -12907529.000000 Penalty: 3749.928711
	Iteration 49Q: 3 clusters Score -1.290753e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 101412 members 
Entering Unmasked Estep 
Score: -12907553.000000 Penalty: 3749.928711
	Iteration 50Q: 3 clusters Score -1.290755e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 101475 members 
Entering Unmasked Estep 
Score: -12907556.000000 Penalty: 3749.928711
	Iteration 51Q: 3 clusters Score -1.290756e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 101519 members 
Entering Unmasked Estep 
Score: -12907560.000000 Penalty: 3749.928711
	Iteration 52Q: 3 clusters Score -1.290756e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 101552 members 
Entering Unmasked Estep 
Score: -12907551.000000 Penalty: 3749.928711
	Iteration 53Q: 3 clusters Score -1.290755e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 101586 members 
Entering Unmasked Estep 
Score: -12907539.000000 Penalty: 3749.928711
	Iteration 54Q: 3 clusters Score -1.290754e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 101611 members 
Entering Unmasked Estep 
Score: -12907537.000000 Penalty: 3749.928711
	Iteration 55Q: 3 clusters Score -1.290754e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 101635 members 
Entering Unmasked Estep 
Score: -12907551.000000 Penalty: 3749.928711
	Iteration 56Q: 3 clusters Score -1.290755e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 101654 members 
Entering Unmasked Estep 
Score: -12907542.000000 Penalty: 3749.928711
	Iteration 57Q: 3 clusters Score -1.290754e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 101666 members 
Entering Unmasked Estep 
Score: -12907552.000000 Penalty: 3749.928711
	Iteration 58Q: 3 clusters Score -1.290755e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 101680 members 
Entering Unmasked Estep 
Score: -12907540.000000 Penalty: 3749.928711
	Iteration 59Q: 3 clusters Score -1.290754e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 101700 members 
Entering Unmasked Estep 
Score: -12907543.000000 Penalty: 3749.928711
	Iteration 60F: 3 clusters Score -1.290754e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 101723 members 
Entering Unmasked Estep 
Score: -12907561.000000 Penalty: 3749.928711
	Iteration 61Q: 3 clusters Score -1.290756e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 101742 members 
Entering Unmasked Estep 
Score: -12907552.000000 Penalty: 3749.928711
	Iteration 62Q: 3 clusters Score -1.290755e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 101755 members 
Entering Unmasked Estep 
Score: -12907555.000000 Penalty: 3749.928711
	Iteration 63Q: 3 clusters Score -1.290756e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 101764 members 
Entering Unmasked Estep 
Score: -12907564.000000 Penalty: 3749.928711
	Iteration 64Q: 3 clusters Score -1.290756e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 101772 members 
Entering Unmasked Estep 
Score: -12907574.000000 Penalty: 3749.928711
	Iteration 65Q: 3 clusters Score -1.290757e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 101773 members 
Entering Unmasked Estep 
Score: -12907574.000000 Penalty: 3749.928711
	Iteration 66Q: 3 clusters Score -1.290757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 101773 members 
Entering Unmasked Estep 
Score: -12907575.000000 Penalty: 3749.928711
	Iteration 67Q: 3 clusters Score -1.290758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 101774 members 
Entering Unmasked Estep 
Score: -12907579.000000 Penalty: 3749.928711
	Iteration 68Q: 3 clusters Score -1.290758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 101776 members 
Entering Unmasked Estep 
Score: -12907580.000000 Penalty: 3749.928711
	Iteration 69Q: 3 clusters Score -1.290758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 101783 members 
Entering Unmasked Estep 
Score: -12907587.000000 Penalty: 3749.928711
	Iteration 70Q: 3 clusters Score -1.290759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 101788 members 
Entering Unmasked Estep 
Score: -12907590.000000 Penalty: 3749.928711
	Iteration 71Q: 3 clusters Score -1.290759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 101794 members 
Entering Unmasked Estep 
Score: -12907582.000000 Penalty: 3749.928711
	Iteration 72Q: 3 clusters Score -1.290758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 101800 members 
Entering Unmasked Estep 
Score: -12907574.000000 Penalty: 3749.928711
	Iteration 73Q: 3 clusters Score -1.290757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 101801 members 
Entering Unmasked Estep 
Score: -12907577.000000 Penalty: 3749.928711
	Iteration 74Q: 3 clusters Score -1.290758e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 101801 members 
Entering Unmasked Estep 
Score: -12907577.000000 Penalty: 3749.928711
	Iteration 75F: 3 clusters Score -1.290758e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Entering Unmasked Estep 
Score: -882652.812500 Penalty: 1448.692261
	Iteration 0F: 2 clusters Score -882652.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -877172.250000 Penalty: 2897.384521
	Iteration 0F: 3 clusters Score -877172.2 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -879030.312500 Penalty: 2897.384521
	Iteration 1F: 3 clusters Score -879030.3 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -879453.875000 Penalty: 2897.384521
	Iteration 2F: 3 clusters Score -879453.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -879895.312500 Penalty: 2897.384521
	Iteration 3F: 3 clusters Score -879895.3 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -880333.812500 Penalty: 2897.384521
	Iteration 4F: 3 clusters Score -880333.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -880657.375000 Penalty: 2897.384521
	Iteration 5F: 3 clusters Score -880657.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -880920.562500 Penalty: 2897.384521
	Iteration 6F: 3 clusters Score -880920.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -881093.750000 Penalty: 2897.384521
	Iteration 7Q: 3 clusters Score -881093.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -881188.125000 Penalty: 2897.384521
	Iteration 8Q: 3 clusters Score -881188.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -881250.937500 Penalty: 2897.384521
	Iteration 9Q: 3 clusters Score -881250.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -881288.500000 Penalty: 2897.384521
	Iteration 10Q: 3 clusters Score -881288.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -881307.125000 Penalty: 2897.384521
	Iteration 11Q: 3 clusters Score -881307.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -881325.187500 Penalty: 2897.384521
	Iteration 12Q: 3 clusters Score -881325.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -881337.812500 Penalty: 2897.384521
	Iteration 13Q: 3 clusters Score -881337.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -881346.625000 Penalty: 2897.384521
	Iteration 14Q: 3 clusters Score -881346.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -881349.250000 Penalty: 2897.384521
	Iteration 15Q: 3 clusters Score -881349.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -881353.375000 Penalty: 2897.384521
	Iteration 16Q: 3 clusters Score -881353.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -881353.937500 Penalty: 2897.384521
	Iteration 17Q: 3 clusters Score -881353.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -881356.000000 Penalty: 2897.384521
	Iteration 18Q: 3 clusters Score -881356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -881359.625000 Penalty: 2897.384521
	Iteration 19Q: 3 clusters Score -881359.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -881359.250000 Penalty: 2897.384521
	Iteration 20F: 3 clusters Score -881359.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -881358.187500 Penalty: 2897.384521
	Iteration 21Q: 3 clusters Score -881358.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -881363.000000 Penalty: 2897.384521
	Iteration 22Q: 3 clusters Score -881363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -881365.187500 Penalty: 2897.384521
	Iteration 23Q: 3 clusters Score -881365.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -881369.937500 Penalty: 2897.384521
	Iteration 24Q: 3 clusters Score -881369.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -881371.875000 Penalty: 2897.384521
	Iteration 25Q: 3 clusters Score -881371.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -881371.625000 Penalty: 2897.384521
	Iteration 26Q: 3 clusters Score -881371.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -881373.937500 Penalty: 2897.384521
	Iteration 27Q: 3 clusters Score -881373.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -881375.625000 Penalty: 2897.384521
	Iteration 28Q: 3 clusters Score -881375.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -881376.875000 Penalty: 2897.384521
	Iteration 29Q: 3 clusters Score -881376.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -881379.562500 Penalty: 2897.384521
	Iteration 30Q: 3 clusters Score -881379.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -881380.000000 Penalty: 2897.384521
	Iteration 31Q: 3 clusters Score -881380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -881380.687500 Penalty: 2897.384521
	Iteration 32Q: 3 clusters Score -881380.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -881382.250000 Penalty: 2897.384521
	Iteration 33Q: 3 clusters Score -881382.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -881384.125000 Penalty: 2897.384521
	Iteration 34Q: 3 clusters Score -881384.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -881383.687500 Penalty: 2897.384521
	Iteration 35Q: 3 clusters Score -881383.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -881382.687500 Penalty: 2897.384521
	Iteration 36Q: 3 clusters Score -881382.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -881383.875000 Penalty: 2897.384521
	Iteration 37Q: 3 clusters Score -881383.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -881385.312500 Penalty: 2897.384521
	Iteration 38Q: 3 clusters Score -881385.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -881385.062500 Penalty: 2897.384521
	Iteration 39Q: 3 clusters Score -881385.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -881386.562500 Penalty: 2897.384521
	Iteration 40F: 3 clusters Score -881386.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -881386.875000 Penalty: 2897.384521
	Iteration 41Q: 3 clusters Score -881386.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -881388.812500 Penalty: 2897.384521
	Iteration 42Q: 3 clusters Score -881388.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -881391.000000 Penalty: 2897.384521
	Iteration 43Q: 3 clusters Score -881391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -881394.687500 Penalty: 2897.384521
	Iteration 44Q: 3 clusters Score -881394.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -881397.875000 Penalty: 2897.384521
	Iteration 45Q: 3 clusters Score -881397.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -881399.875000 Penalty: 2897.384521
	Iteration 46Q: 3 clusters Score -881399.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -881410.937500 Penalty: 2897.384521
	Iteration 47Q: 3 clusters Score -881410.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -881419.875000 Penalty: 2897.384521
	Iteration 48Q: 3 clusters Score -881419.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -881431.250000 Penalty: 2897.384521
	Iteration 49Q: 3 clusters Score -881431.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -881440.125000 Penalty: 2897.384521
	Iteration 50Q: 3 clusters Score -881440.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -881452.375000 Penalty: 2897.384521
	Iteration 51Q: 3 clusters Score -881452.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -881458.937500 Penalty: 2897.384521
	Iteration 52Q: 3 clusters Score -881458.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -881466.375000 Penalty: 2897.384521
	Iteration 53Q: 3 clusters Score -881466.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -881474.187500 Penalty: 2897.384521
	Iteration 54Q: 3 clusters Score -881474.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -881480.187500 Penalty: 2897.384521
	Iteration 55Q: 3 clusters Score -881480.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -881483.500000 Penalty: 2897.384521
	Iteration 56Q: 3 clusters Score -881483.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -881488.125000 Penalty: 2897.384521
	Iteration 57Q: 3 clusters Score -881488.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -881491.250000 Penalty: 2897.384521
	Iteration 58Q: 3 clusters Score -881491.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -881494.375000 Penalty: 2897.384521
	Iteration 59Q: 3 clusters Score -881494.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -881498.937500 Penalty: 2897.384521
	Iteration 60F: 3 clusters Score -881498.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -881504.812500 Penalty: 2897.384521
	Iteration 61Q: 3 clusters Score -881504.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -881510.437500 Penalty: 2897.384521
	Iteration 62Q: 3 clusters Score -881510.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -881517.375000 Penalty: 2897.384521
	Iteration 63Q: 3 clusters Score -881517.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -881519.812500 Penalty: 2897.384521
	Iteration 64Q: 3 clusters Score -881519.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -881525.125000 Penalty: 2897.384521
	Iteration 65Q: 3 clusters Score -881525.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -881530.937500 Penalty: 2897.384521
	Iteration 66Q: 3 clusters Score -881530.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -881536.687500 Penalty: 2897.384521
	Iteration 67Q: 3 clusters Score -881536.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -881541.875000 Penalty: 2897.384521
	Iteration 68Q: 3 clusters Score -881541.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -881542.937500 Penalty: 2897.384521
	Iteration 69Q: 3 clusters Score -881542.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -881543.562500 Penalty: 2897.384521
	Iteration 70Q: 3 clusters Score -881543.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -881545.312500 Penalty: 2897.384521
	Iteration 71Q: 3 clusters Score -881545.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -881546.812500 Penalty: 2897.384521
	Iteration 72Q: 3 clusters Score -881546.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -881546.437500 Penalty: 2897.384521
	Iteration 73Q: 3 clusters Score -881546.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -881546.312500 Penalty: 2897.384521
	Iteration 74Q: 3 clusters Score -881546.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -881546.312500 Penalty: 2897.384521
	Iteration 75F: 3 clusters Score -881546.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -55314.523438 Penalty: 1005.926208
	Iteration 0F: 2 clusters Score -55314.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -54266.089844 Penalty: 2011.852417
	Iteration 0F: 3 clusters Score -54266.09 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -54469.191406 Penalty: 2011.852417
	Iteration 1F: 3 clusters Score -54469.19 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -54589.992188 Penalty: 2011.852417
	Iteration 2F: 3 clusters Score -54589.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -54705.429688 Penalty: 2011.852417
	Iteration 3F: 3 clusters Score -54705.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -54851.632812 Penalty: 2011.852417
	Iteration 4F: 3 clusters Score -54851.63 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -54917.734375 Penalty: 2011.852417
	Iteration 5F: 3 clusters Score -54917.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -54941.625000 Penalty: 2011.852417
	Iteration 6Q: 3 clusters Score -54941.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -54951.269531 Penalty: 2011.852417
	Iteration 7Q: 3 clusters Score -54951.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -54953.945312 Penalty: 2011.852417
	Iteration 8Q: 3 clusters Score -54953.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -54958.917969 Penalty: 2011.852417
	Iteration 9Q: 3 clusters Score -54958.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -54959.835938 Penalty: 2011.852417
	Iteration 10Q: 3 clusters Score -54959.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -54961.843750 Penalty: 2011.852417
	Iteration 11Q: 3 clusters Score -54961.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -54970.535156 Penalty: 2011.852417
	Iteration 12Q: 3 clusters Score -54970.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -54976.421875 Penalty: 2011.852417
	Iteration 13Q: 3 clusters Score -54976.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -54976.421875 Penalty: 2011.852417
	Iteration 14F: 3 clusters Score -54976.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (39489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Entering Unmasked Estep 
Score: -4976679.000000 Penalty: 1719.863892
	Iteration 0F: 2 clusters Score -4976679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -4950181.500000 Penalty: 3439.727783
	Iteration 0F: 3 clusters Score -4950182 nChanged 18267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -4960649.500000 Penalty: 3439.727783
	Iteration 1F: 3 clusters Score -4960650 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -4961283.500000 Penalty: 3439.727783
	Iteration 2Q: 3 clusters Score -4961284 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -4962098.000000 Penalty: 3439.727783
	Iteration 3Q: 3 clusters Score -4962098 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -4963352.500000 Penalty: 3439.727783
	Iteration 4F: 3 clusters Score -4963352 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -4965188.500000 Penalty: 3439.727783
	Iteration 5F: 3 clusters Score -4965188 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -4967468.000000 Penalty: 3439.727783
	Iteration 6F: 3 clusters Score -4967468 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -4969767.000000 Penalty: 3439.727783
	Iteration 7F: 3 clusters Score -4969767 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -4971628.500000 Penalty: 3439.727783
	Iteration 8F: 3 clusters Score -4971628 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -4972931.500000 Penalty: 3439.727783
	Iteration 9Q: 3 clusters Score -4972932 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -4973749.500000 Penalty: 3439.727783
	Iteration 10Q: 3 clusters Score -4973750 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -4974231.000000 Penalty: 3439.727783
	Iteration 11Q: 3 clusters Score -4974231 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -4974545.000000 Penalty: 3439.727783
	Iteration 12Q: 3 clusters Score -4974545 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -4974735.500000 Penalty: 3439.727783
	Iteration 13Q: 3 clusters Score -4974736 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -4974847.500000 Penalty: 3439.727783
	Iteration 14Q: 3 clusters Score -4974848 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -4974930.500000 Penalty: 3439.727783
	Iteration 15Q: 3 clusters Score -4974930 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -4974998.000000 Penalty: 3439.727783
	Iteration 16Q: 3 clusters Score -4974998 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -4975038.000000 Penalty: 3439.727783
	Iteration 17Q: 3 clusters Score -4975038 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -4975078.000000 Penalty: 3439.727783
	Iteration 18Q: 3 clusters Score -4975078 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -4975115.500000 Penalty: 3439.727783
	Iteration 19Q: 3 clusters Score -4975116 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -4975137.000000 Penalty: 3439.727783
	Iteration 20F: 3 clusters Score -4975137 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -4975167.500000 Penalty: 3439.727783
	Iteration 21Q: 3 clusters Score -4975168 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -4975186.500000 Penalty: 3439.727783
	Iteration 22Q: 3 clusters Score -4975186 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -4975206.000000 Penalty: 3439.727783
	Iteration 23Q: 3 clusters Score -4975206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -4975222.500000 Penalty: 3439.727783
	Iteration 24Q: 3 clusters Score -4975222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -4975248.000000 Penalty: 3439.727783
	Iteration 25Q: 3 clusters Score -4975248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -4975268.500000 Penalty: 3439.727783
	Iteration 26Q: 3 clusters Score -4975268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -4975260.500000 Penalty: 3439.727783
	Iteration 27Q: 3 clusters Score -4975260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -4975278.500000 Penalty: 3439.727783
	Iteration 28Q: 3 clusters Score -4975278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -4975291.000000 Penalty: 3439.727783
	Iteration 29Q: 3 clusters Score -4975291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -4975299.000000 Penalty: 3439.727783
	Iteration 30Q: 3 clusters Score -4975299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -4975306.500000 Penalty: 3439.727783
	Iteration 31Q: 3 clusters Score -4975306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -4975305.000000 Penalty: 3439.727783
	Iteration 32Q: 3 clusters Score -4975305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -4975318.000000 Penalty: 3439.727783
	Iteration 33Q: 3 clusters Score -4975318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -4975317.500000 Penalty: 3439.727783
	Iteration 34Q: 3 clusters Score -4975318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -4975319.000000 Penalty: 3439.727783
	Iteration 35Q: 3 clusters Score -4975319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -4975318.000000 Penalty: 3439.727783
	Iteration 36Q: 3 clusters Score -4975318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -4975315.500000 Penalty: 3439.727783
	Iteration 37Q: 3 clusters Score -4975316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -4975317.000000 Penalty: 3439.727783
	Iteration 38Q: 3 clusters Score -4975317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -4975317.000000 Penalty: 3439.727783
	Iteration 39F: 3 clusters Score -4975317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Entering Unmasked Estep 
Score: -1259024.875000 Penalty: 1496.842773
	Iteration 0F: 2 clusters Score -1259025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1251915.625000 Penalty: 2993.685547
	Iteration 0F: 3 clusters Score -1251916 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1254165.875000 Penalty: 2993.685547
	Iteration 1F: 3 clusters Score -1254166 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1254413.875000 Penalty: 2993.685547
	Iteration 2F: 3 clusters Score -1254414 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1254617.875000 Penalty: 2993.685547
	Iteration 3F: 3 clusters Score -1254618 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1254783.625000 Penalty: 2993.685547
	Iteration 4Q: 3 clusters Score -1254784 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1254955.875000 Penalty: 2993.685547
	Iteration 5Q: 3 clusters Score -1254956 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1255103.125000 Penalty: 2993.685547
	Iteration 6Q: 3 clusters Score -1255103 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1255267.250000 Penalty: 2993.685547
	Iteration 7Q: 3 clusters Score -1255267 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1255474.750000 Penalty: 2993.685547
	Iteration 8Q: 3 clusters Score -1255475 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1255758.875000 Penalty: 2993.685547
	Iteration 9Q: 3 clusters Score -1255759 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1256120.500000 Penalty: 2993.685547
	Iteration 10F: 3 clusters Score -1256120 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1256534.875000 Penalty: 2993.685547
	Iteration 11F: 3 clusters Score -1256535 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1256968.375000 Penalty: 2993.685547
	Iteration 12Q: 3 clusters Score -1256968 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1257354.500000 Penalty: 2993.685547
	Iteration 13Q: 3 clusters Score -1257354 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1257604.750000 Penalty: 2993.685547
	Iteration 14Q: 3 clusters Score -1257605 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1257801.125000 Penalty: 2993.685547
	Iteration 15Q: 3 clusters Score -1257801 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1257938.250000 Penalty: 2993.685547
	Iteration 16Q: 3 clusters Score -1257938 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1258060.375000 Penalty: 2993.685547
	Iteration 17Q: 3 clusters Score -1258060 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1258154.625000 Penalty: 2993.685547
	Iteration 18Q: 3 clusters Score -1258155 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1258219.125000 Penalty: 2993.685547
	Iteration 19Q: 3 clusters Score -1258219 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1258255.500000 Penalty: 2993.685547
	Iteration 20F: 3 clusters Score -1258256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1258278.500000 Penalty: 2993.685547
	Iteration 21Q: 3 clusters Score -1258278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1258289.875000 Penalty: 2993.685547
	Iteration 22Q: 3 clusters Score -1258290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1258299.375000 Penalty: 2993.685547
	Iteration 23Q: 3 clusters Score -1258299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1258306.250000 Penalty: 2993.685547
	Iteration 24Q: 3 clusters Score -1258306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1258310.000000 Penalty: 2993.685547
	Iteration 25Q: 3 clusters Score -1258310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1258316.625000 Penalty: 2993.685547
	Iteration 26Q: 3 clusters Score -1258317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1258319.125000 Penalty: 2993.685547
	Iteration 27Q: 3 clusters Score -1258319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1258321.125000 Penalty: 2993.685547
	Iteration 28Q: 3 clusters Score -1258321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1258324.375000 Penalty: 2993.685547
	Iteration 29Q: 3 clusters Score -1258324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1258322.125000 Penalty: 2993.685547
	Iteration 30Q: 3 clusters Score -1258322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1258324.375000 Penalty: 2993.685547
	Iteration 31Q: 3 clusters Score -1258324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1258324.750000 Penalty: 2993.685547
	Iteration 32Q: 3 clusters Score -1258325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1258326.750000 Penalty: 2993.685547
	Iteration 33Q: 3 clusters Score -1258327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1258327.500000 Penalty: 2993.685547
	Iteration 34Q: 3 clusters Score -1258328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1258327.375000 Penalty: 2993.685547
	Iteration 35Q: 3 clusters Score -1258327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1258328.500000 Penalty: 2993.685547
	Iteration 36Q: 3 clusters Score -1258328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1258331.875000 Penalty: 2993.685547
	Iteration 37Q: 3 clusters Score -1258332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1258331.625000 Penalty: 2993.685547
	Iteration 38Q: 3 clusters Score -1258332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1258333.500000 Penalty: 2993.685547
	Iteration 39Q: 3 clusters Score -1258334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1258333.750000 Penalty: 2993.685547
	Iteration 40F: 3 clusters Score -1258334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1258335.000000 Penalty: 2993.685547
	Iteration 41Q: 3 clusters Score -1258335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1258335.000000 Penalty: 2993.685547
	Iteration 42F: 3 clusters Score -1258335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Entering Unmasked Estep 
Score: -636080.937500 Penalty: 1388.183350
	Iteration 0F: 2 clusters Score -636080.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -631967.625000 Penalty: 2776.366699
	Iteration 0F: 3 clusters Score -631967.6 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -633093.875000 Penalty: 2776.366699
	Iteration 1F: 3 clusters Score -633093.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -633249.687500 Penalty: 2776.366699
	Iteration 2F: 3 clusters Score -633249.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -633344.750000 Penalty: 2776.366699
	Iteration 3Q: 3 clusters Score -633344.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -633416.500000 Penalty: 2776.366699
	Iteration 4Q: 3 clusters Score -633416.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -633465.000000 Penalty: 2776.366699
	Iteration 5Q: 3 clusters Score -633465 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -633496.812500 Penalty: 2776.366699
	Iteration 6Q: 3 clusters Score -633496.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -633522.625000 Penalty: 2776.366699
	Iteration 7Q: 3 clusters Score -633522.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -633542.062500 Penalty: 2776.366699
	Iteration 8Q: 3 clusters Score -633542.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -633567.500000 Penalty: 2776.366699
	Iteration 9Q: 3 clusters Score -633567.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -633596.250000 Penalty: 2776.366699
	Iteration 10Q: 3 clusters Score -633596.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -633619.625000 Penalty: 2776.366699
	Iteration 11Q: 3 clusters Score -633619.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -633634.250000 Penalty: 2776.366699
	Iteration 12Q: 3 clusters Score -633634.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -633648.625000 Penalty: 2776.366699
	Iteration 13Q: 3 clusters Score -633648.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -633661.937500 Penalty: 2776.366699
	Iteration 14Q: 3 clusters Score -633661.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -633680.375000 Penalty: 2776.366699
	Iteration 15Q: 3 clusters Score -633680.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -633692.500000 Penalty: 2776.366699
	Iteration 16Q: 3 clusters Score -633692.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -633705.312500 Penalty: 2776.366699
	Iteration 17Q: 3 clusters Score -633705.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -633711.937500 Penalty: 2776.366699
	Iteration 18Q: 3 clusters Score -633711.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -633722.937500 Penalty: 2776.366699
	Iteration 19Q: 3 clusters Score -633722.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -633734.250000 Penalty: 2776.366699
	Iteration 20F: 3 clusters Score -633734.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -633746.500000 Penalty: 2776.366699
	Iteration 21Q: 3 clusters Score -633746.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -633760.500000 Penalty: 2776.366699
	Iteration 22Q: 3 clusters Score -633760.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -633778.250000 Penalty: 2776.366699
	Iteration 23Q: 3 clusters Score -633778.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -633790.812500 Penalty: 2776.366699
	Iteration 24Q: 3 clusters Score -633790.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -633798.750000 Penalty: 2776.366699
	Iteration 25Q: 3 clusters Score -633798.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -633807.312500 Penalty: 2776.366699
	Iteration 26Q: 3 clusters Score -633807.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -633816.000000 Penalty: 2776.366699
	Iteration 27Q: 3 clusters Score -633816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -633825.812500 Penalty: 2776.366699
	Iteration 28Q: 3 clusters Score -633825.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -633833.750000 Penalty: 2776.366699
	Iteration 29Q: 3 clusters Score -633833.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -633838.250000 Penalty: 2776.366699
	Iteration 30Q: 3 clusters Score -633838.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -633844.625000 Penalty: 2776.366699
	Iteration 31Q: 3 clusters Score -633844.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -633851.750000 Penalty: 2776.366699
	Iteration 32Q: 3 clusters Score -633851.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -633864.625000 Penalty: 2776.366699
	Iteration 33Q: 3 clusters Score -633864.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -633877.562500 Penalty: 2776.366699
	Iteration 34Q: 3 clusters Score -633877.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -633891.625000 Penalty: 2776.366699
	Iteration 35Q: 3 clusters Score -633891.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -633909.000000 Penalty: 2776.366699
	Iteration 36Q: 3 clusters Score -633909 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -633935.250000 Penalty: 2776.366699
	Iteration 37Q: 3 clusters Score -633935.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -633970.750000 Penalty: 2776.366699
	Iteration 38Q: 3 clusters Score -633970.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -634014.875000 Penalty: 2776.366699
	Iteration 39Q: 3 clusters Score -634014.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -634063.187500 Penalty: 2776.366699
	Iteration 40F: 3 clusters Score -634063.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -634101.750000 Penalty: 2776.366699
	Iteration 41Q: 3 clusters Score -634101.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -634138.812500 Penalty: 2776.366699
	Iteration 42Q: 3 clusters Score -634138.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -634187.187500 Penalty: 2776.366699
	Iteration 43Q: 3 clusters Score -634187.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -634231.875000 Penalty: 2776.366699
	Iteration 44Q: 3 clusters Score -634231.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -634272.812500 Penalty: 2776.366699
	Iteration 45Q: 3 clusters Score -634272.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -634297.187500 Penalty: 2776.366699
	Iteration 46Q: 3 clusters Score -634297.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -634318.000000 Penalty: 2776.366699
	Iteration 47Q: 3 clusters Score -634318 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -634333.125000 Penalty: 2776.366699
	Iteration 48Q: 3 clusters Score -634333.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -634348.812500 Penalty: 2776.366699
	Iteration 49Q: 3 clusters Score -634348.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -634365.937500 Penalty: 2776.366699
	Iteration 50Q: 3 clusters Score -634365.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -634381.812500 Penalty: 2776.366699
	Iteration 51Q: 3 clusters Score -634381.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -634399.187500 Penalty: 2776.366699
	Iteration 52Q: 3 clusters Score -634399.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -634416.437500 Penalty: 2776.366699
	Iteration 53Q: 3 clusters Score -634416.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -634435.000000 Penalty: 2776.366699
	Iteration 54Q: 3 clusters Score -634435 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -634451.562500 Penalty: 2776.366699
	Iteration 55Q: 3 clusters Score -634451.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -634470.687500 Penalty: 2776.366699
	Iteration 56Q: 3 clusters Score -634470.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -634494.437500 Penalty: 2776.366699
	Iteration 57Q: 3 clusters Score -634494.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -634513.000000 Penalty: 2776.366699
	Iteration 58Q: 3 clusters Score -634513 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -634533.500000 Penalty: 2776.366699
	Iteration 59Q: 3 clusters Score -634533.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -634549.937500 Penalty: 2776.366699
	Iteration 60F: 3 clusters Score -634549.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -634567.437500 Penalty: 2776.366699
	Iteration 61Q: 3 clusters Score -634567.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -634584.937500 Penalty: 2776.366699
	Iteration 62Q: 3 clusters Score -634584.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -634599.500000 Penalty: 2776.366699
	Iteration 63Q: 3 clusters Score -634599.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -634616.687500 Penalty: 2776.366699
	Iteration 64Q: 3 clusters Score -634616.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -634627.250000 Penalty: 2776.366699
	Iteration 65Q: 3 clusters Score -634627.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -634634.812500 Penalty: 2776.366699
	Iteration 66Q: 3 clusters Score -634634.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -634645.750000 Penalty: 2776.366699
	Iteration 67Q: 3 clusters Score -634645.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -634654.937500 Penalty: 2776.366699
	Iteration 68Q: 3 clusters Score -634654.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -634663.937500 Penalty: 2776.366699
	Iteration 69Q: 3 clusters Score -634663.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -634671.937500 Penalty: 2776.366699
	Iteration 70Q: 3 clusters Score -634671.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -634682.125000 Penalty: 2776.366699
	Iteration 71Q: 3 clusters Score -634682.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -634691.062500 Penalty: 2776.366699
	Iteration 72Q: 3 clusters Score -634691.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -634694.187500 Penalty: 2776.366699
	Iteration 73Q: 3 clusters Score -634694.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -634699.875000 Penalty: 2776.366699
	Iteration 74Q: 3 clusters Score -634699.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -634703.312500 Penalty: 2776.366699
	Iteration 75Q: 3 clusters Score -634703.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -634710.062500 Penalty: 2776.366699
	Iteration 76Q: 3 clusters Score -634710.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -634719.875000 Penalty: 2776.366699
	Iteration 77Q: 3 clusters Score -634719.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -634727.375000 Penalty: 2776.366699
	Iteration 78Q: 3 clusters Score -634727.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -634728.812500 Penalty: 2776.366699
	Iteration 79Q: 3 clusters Score -634728.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -634730.937500 Penalty: 2776.366699
	Iteration 80F: 3 clusters Score -634730.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -634737.812500 Penalty: 2776.366699
	Iteration 81Q: 3 clusters Score -634737.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -634746.625000 Penalty: 2776.366699
	Iteration 82Q: 3 clusters Score -634746.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -634756.500000 Penalty: 2776.366699
	Iteration 83Q: 3 clusters Score -634756.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -634765.562500 Penalty: 2776.366699
	Iteration 84Q: 3 clusters Score -634765.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -634772.500000 Penalty: 2776.366699
	Iteration 85Q: 3 clusters Score -634772.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -634781.750000 Penalty: 2776.366699
	Iteration 86Q: 3 clusters Score -634781.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -634790.062500 Penalty: 2776.366699
	Iteration 87Q: 3 clusters Score -634790.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -634792.875000 Penalty: 2776.366699
	Iteration 88Q: 3 clusters Score -634792.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -634801.500000 Penalty: 2776.366699
	Iteration 89Q: 3 clusters Score -634801.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -634812.875000 Penalty: 2776.366699
	Iteration 90Q: 3 clusters Score -634812.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -634821.562500 Penalty: 2776.366699
	Iteration 91Q: 3 clusters Score -634821.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -634824.875000 Penalty: 2776.366699
	Iteration 92Q: 3 clusters Score -634824.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -634827.187500 Penalty: 2776.366699
	Iteration 93Q: 3 clusters Score -634827.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -634829.375000 Penalty: 2776.366699
	Iteration 94Q: 3 clusters Score -634829.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -634830.250000 Penalty: 2776.366699
	Iteration 95Q: 3 clusters Score -634830.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -634831.250000 Penalty: 2776.366699
	Iteration 96Q: 3 clusters Score -634831.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -634830.250000 Penalty: 2776.366699
	Iteration 97Q: 3 clusters Score -634830.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -634830.250000 Penalty: 2776.366699
	Iteration 98F: 3 clusters Score -634830.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Entering Unmasked Estep 
Score: -160176.218750 Penalty: 1182.328003
	Iteration 0F: 2 clusters Score -160176.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -158467.796875 Penalty: 2364.656006
	Iteration 0F: 3 clusters Score -158467.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -159267.703125 Penalty: 2364.656006
	Iteration 1F: 3 clusters Score -159267.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -159725.062500 Penalty: 2364.656006
	Iteration 2F: 3 clusters Score -159725.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -160195.312500 Penalty: 2364.656006
	Iteration 3F: 3 clusters Score -160195.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -160590.140625 Penalty: 2364.656006
	Iteration 4F: 3 clusters Score -160590.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -160728.921875 Penalty: 2364.656006
	Iteration 5Q: 3 clusters Score -160728.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -160774.843750 Penalty: 2364.656006
	Iteration 6Q: 3 clusters Score -160774.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -160796.187500 Penalty: 2364.656006
	Iteration 7Q: 3 clusters Score -160796.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -160823.671875 Penalty: 2364.656006
	Iteration 8Q: 3 clusters Score -160823.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -160842.375000 Penalty: 2364.656006
	Iteration 9Q: 3 clusters Score -160842.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -160861.109375 Penalty: 2364.656006
	Iteration 10Q: 3 clusters Score -160861.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -160863.750000 Penalty: 2364.656006
	Iteration 11Q: 3 clusters Score -160863.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -160864.500000 Penalty: 2364.656006
	Iteration 12Q: 3 clusters Score -160864.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -160864.500000 Penalty: 2364.656006
	Iteration 13F: 3 clusters Score -160864.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 102564 members 
Mstep: Class 3 contains 7443 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 39489 members 
Mstep: Class 6 contains 10010 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 413 members 
Mstep: Class 9 contains 6980 members 
Mstep: Class 10 contains 103876 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 110195 members 
Mstep: Class 13 contains 13923 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 6518 members 
Mstep: Class 16 contains 8640 members 
Mstep: Class 17 contains 20422 members 
Mstep: Class 18 contains 342 members 
Mstep: Class 19 contains 96017 members 
Mstep: Class 20 contains 25133 members 
Mstep: Class 21 contains 72309 members 
Mstep: Class 22 contains 1429 members 
Mstep: Class 23 contains 4856 members 
Mstep: Class 24 contains 9695 members 
Mstep: Class 25 contains 81865 members 
Mstep: Class 26 contains 35646 members 
Mstep: Class 27 contains 597 members 
Mstep: Class 28 contains 111216 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2861 members 
Mstep: Class 31 contains 4475 members 
Mstep: Class 32 contains 293 members 
Mstep: Class 33 contains 3751 members 
Mstep: Class 34 contains 1258 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 674 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 714 members 
Mstep: Class 39 contains 6508 members 
Mstep: Class 40 contains 345 members 
Mstep: Class 41 contains 1032 members 
Entering Unmasked Estep 
Score: -111759960.000000 Penalty: 91479.007812
Splitting cluster 8 changes total score from -111760240.000000 to -111759960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (6980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Entering Unmasked Estep 
Score: -890768.875000 Penalty: 1438.255737
	Iteration 0F: 2 clusters Score -890768.9 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 3498 members 
Entering Unmasked Estep 
Score: -885508.625000 Penalty: 2876.511475
	Iteration 0F: 3 clusters Score -885508.6 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -887105.000000 Penalty: 2876.511475
	Iteration 1F: 3 clusters Score -887105 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -887300.875000 Penalty: 2876.511475
	Iteration 2F: 3 clusters Score -887300.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -887441.000000 Penalty: 2876.511475
	Iteration 3Q: 3 clusters Score -887441 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -887549.000000 Penalty: 2876.511475
	Iteration 4Q: 3 clusters Score -887549 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -887635.375000 Penalty: 2876.511475
	Iteration 5Q: 3 clusters Score -887635.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -887704.500000 Penalty: 2876.511475
	Iteration 6Q: 3 clusters Score -887704.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -887766.625000 Penalty: 2876.511475
	Iteration 7Q: 3 clusters Score -887766.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -887833.750000 Penalty: 2876.511475
	Iteration 8Q: 3 clusters Score -887833.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -887911.625000 Penalty: 2876.511475
	Iteration 9Q: 3 clusters Score -887911.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -887989.500000 Penalty: 2876.511475
	Iteration 10Q: 3 clusters Score -887989.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -888066.625000 Penalty: 2876.511475
	Iteration 11Q: 3 clusters Score -888066.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -888156.562500 Penalty: 2876.511475
	Iteration 12Q: 3 clusters Score -888156.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -888274.687500 Penalty: 2876.511475
	Iteration 13Q: 3 clusters Score -888274.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -888378.500000 Penalty: 2876.511475
	Iteration 14Q: 3 clusters Score -888378.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -888483.062500 Penalty: 2876.511475
	Iteration 15Q: 3 clusters Score -888483.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -888576.500000 Penalty: 2876.511475
	Iteration 16Q: 3 clusters Score -888576.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -888682.125000 Penalty: 2876.511475
	Iteration 17Q: 3 clusters Score -888682.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -888786.187500 Penalty: 2876.511475
	Iteration 18Q: 3 clusters Score -888786.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -888907.000000 Penalty: 2876.511475
	Iteration 19Q: 3 clusters Score -888907 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -889009.750000 Penalty: 2876.511475
	Iteration 20F: 3 clusters Score -889009.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -889098.375000 Penalty: 2876.511475
	Iteration 21Q: 3 clusters Score -889098.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -889176.500000 Penalty: 2876.511475
	Iteration 22Q: 3 clusters Score -889176.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -889237.125000 Penalty: 2876.511475
	Iteration 23Q: 3 clusters Score -889237.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -889281.812500 Penalty: 2876.511475
	Iteration 24Q: 3 clusters Score -889281.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -889313.625000 Penalty: 2876.511475
	Iteration 25Q: 3 clusters Score -889313.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -889343.500000 Penalty: 2876.511475
	Iteration 26Q: 3 clusters Score -889343.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -889374.000000 Penalty: 2876.511475
	Iteration 27Q: 3 clusters Score -889374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -889386.750000 Penalty: 2876.511475
	Iteration 28Q: 3 clusters Score -889386.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -889399.562500 Penalty: 2876.511475
	Iteration 29Q: 3 clusters Score -889399.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -889412.062500 Penalty: 2876.511475
	Iteration 30Q: 3 clusters Score -889412.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -889425.437500 Penalty: 2876.511475
	Iteration 31Q: 3 clusters Score -889425.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -889437.250000 Penalty: 2876.511475
	Iteration 32Q: 3 clusters Score -889437.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -889445.000000 Penalty: 2876.511475
	Iteration 33Q: 3 clusters Score -889445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -889454.312500 Penalty: 2876.511475
	Iteration 34Q: 3 clusters Score -889454.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -889461.937500 Penalty: 2876.511475
	Iteration 35Q: 3 clusters Score -889461.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -889464.125000 Penalty: 2876.511475
	Iteration 36Q: 3 clusters Score -889464.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -889465.187500 Penalty: 2876.511475
	Iteration 37Q: 3 clusters Score -889465.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -889470.812500 Penalty: 2876.511475
	Iteration 38Q: 3 clusters Score -889470.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -889475.312500 Penalty: 2876.511475
	Iteration 39Q: 3 clusters Score -889475.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -889477.187500 Penalty: 2876.511475
	Iteration 40F: 3 clusters Score -889477.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -889477.000000 Penalty: 2876.511475
	Iteration 41Q: 3 clusters Score -889477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -889477.062500 Penalty: 2876.511475
	Iteration 42Q: 3 clusters Score -889477.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -889478.312500 Penalty: 2876.511475
	Iteration 43Q: 3 clusters Score -889478.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -889480.687500 Penalty: 2876.511475
	Iteration 44Q: 3 clusters Score -889480.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -889482.875000 Penalty: 2876.511475
	Iteration 45Q: 3 clusters Score -889482.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -889486.500000 Penalty: 2876.511475
	Iteration 46Q: 3 clusters Score -889486.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -889487.187500 Penalty: 2876.511475
	Iteration 47Q: 3 clusters Score -889487.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -889486.312500 Penalty: 2876.511475
	Iteration 48Q: 3 clusters Score -889486.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -889487.375000 Penalty: 2876.511475
	Iteration 49Q: 3 clusters Score -889487.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -889488.687500 Penalty: 2876.511475
	Iteration 50Q: 3 clusters Score -889488.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -889490.375000 Penalty: 2876.511475
	Iteration 51Q: 3 clusters Score -889490.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -889492.250000 Penalty: 2876.511475
	Iteration 52Q: 3 clusters Score -889492.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -889497.187500 Penalty: 2876.511475
	Iteration 53Q: 3 clusters Score -889497.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -889498.437500 Penalty: 2876.511475
	Iteration 54Q: 3 clusters Score -889498.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -889500.500000 Penalty: 2876.511475
	Iteration 55Q: 3 clusters Score -889500.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -889505.437500 Penalty: 2876.511475
	Iteration 56Q: 3 clusters Score -889505.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -889507.625000 Penalty: 2876.511475
	Iteration 57Q: 3 clusters Score -889507.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -889510.000000 Penalty: 2876.511475
	Iteration 58Q: 3 clusters Score -889510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -889514.437500 Penalty: 2876.511475
	Iteration 59Q: 3 clusters Score -889514.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -889513.937500 Penalty: 2876.511475
	Iteration 60F: 3 clusters Score -889513.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (103876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103876 members 
Entering Unmasked Estep 
Score: -13061865.000000 Penalty: 1877.029907
	Iteration 0F: 2 clusters Score -1.306186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51848 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -12995671.000000 Penalty: 3754.059814
	Iteration 0F: 3 clusters Score -1.299567e+07 nChanged 49608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52410 members 
Mstep: Class 2 contains 51466 members 
Entering Unmasked Estep 
Score: -13024158.000000 Penalty: 3754.059814
	Iteration 1F: 3 clusters Score -1.302416e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52395 members 
Mstep: Class 2 contains 51481 members 
Entering Unmasked Estep 
Score: -13024909.000000 Penalty: 3754.059814
	Iteration 2Q: 3 clusters Score -1.302491e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 51555 members 
Entering Unmasked Estep 
Score: -13025744.000000 Penalty: 3754.059814
	Iteration 3Q: 3 clusters Score -1.302574e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52238 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -13027131.000000 Penalty: 3754.059814
	Iteration 4Q: 3 clusters Score -1.302713e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52151 members 
Mstep: Class 2 contains 51725 members 
Entering Unmasked Estep 
Score: -13029396.000000 Penalty: 3754.059814
	Iteration 5Q: 3 clusters Score -1.30294e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52136 members 
Mstep: Class 2 contains 51740 members 
Entering Unmasked Estep 
Score: -13032654.000000 Penalty: 3754.059814
	Iteration 6F: 3 clusters Score -1.303265e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52271 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
Score: -13037270.000000 Penalty: 3754.059814
	Iteration 7F: 3 clusters Score -1.303727e+07 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52735 members 
Mstep: Class 2 contains 51141 members 
Entering Unmasked Estep 
Score: -13043157.000000 Penalty: 3754.059814
	Iteration 8F: 3 clusters Score -1.304316e+07 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 50438 members 
Entering Unmasked Estep 
Score: -13048531.000000 Penalty: 3754.059814
	Iteration 9F: 3 clusters Score -1.304853e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53896 members 
Mstep: Class 2 contains 49980 members 
Entering Unmasked Estep 
Score: -13051465.000000 Penalty: 3754.059814
	Iteration 10F: 3 clusters Score -1.305146e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53954 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -13052436.000000 Penalty: 3754.059814
	Iteration 11Q: 3 clusters Score -1.305244e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53898 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -13053009.000000 Penalty: 3754.059814
	Iteration 12Q: 3 clusters Score -1.305301e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53729 members 
Mstep: Class 2 contains 50147 members 
Entering Unmasked Estep 
Score: -13053615.000000 Penalty: 3754.059814
	Iteration 13Q: 3 clusters Score -1.305362e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53441 members 
Mstep: Class 2 contains 50435 members 
Entering Unmasked Estep 
Score: -13054059.000000 Penalty: 3754.059814
	Iteration 14Q: 3 clusters Score -1.305406e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53142 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -13054446.000000 Penalty: 3754.059814
	Iteration 15Q: 3 clusters Score -1.305445e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52837 members 
Mstep: Class 2 contains 51039 members 
Entering Unmasked Estep 
Score: -13054801.000000 Penalty: 3754.059814
	Iteration 16Q: 3 clusters Score -1.30548e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52557 members 
Mstep: Class 2 contains 51319 members 
Entering Unmasked Estep 
Score: -13055113.000000 Penalty: 3754.059814
	Iteration 17Q: 3 clusters Score -1.305511e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 51632 members 
Entering Unmasked Estep 
Score: -13055440.000000 Penalty: 3754.059814
	Iteration 18Q: 3 clusters Score -1.305544e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51913 members 
Mstep: Class 2 contains 51963 members 
Entering Unmasked Estep 
Score: -13055664.000000 Penalty: 3754.059814
	Iteration 19Q: 3 clusters Score -1.305566e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51561 members 
Mstep: Class 2 contains 52315 members 
Entering Unmasked Estep 
Score: -13055840.000000 Penalty: 3754.059814
	Iteration 20F: 3 clusters Score -1.305584e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51211 members 
Mstep: Class 2 contains 52665 members 
Entering Unmasked Estep 
Score: -13055936.000000 Penalty: 3754.059814
	Iteration 21Q: 3 clusters Score -1.305594e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 53019 members 
Entering Unmasked Estep 
Score: -13056087.000000 Penalty: 3754.059814
	Iteration 22Q: 3 clusters Score -1.305609e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50506 members 
Mstep: Class 2 contains 53370 members 
Entering Unmasked Estep 
Score: -13056211.000000 Penalty: 3754.059814
	Iteration 23Q: 3 clusters Score -1.305621e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50196 members 
Mstep: Class 2 contains 53680 members 
Entering Unmasked Estep 
Score: -13056316.000000 Penalty: 3754.059814
	Iteration 24Q: 3 clusters Score -1.305632e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49923 members 
Mstep: Class 2 contains 53953 members 
Entering Unmasked Estep 
Score: -13056321.000000 Penalty: 3754.059814
	Iteration 25Q: 3 clusters Score -1.305632e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49653 members 
Mstep: Class 2 contains 54223 members 
Entering Unmasked Estep 
Score: -13056345.000000 Penalty: 3754.059814
	Iteration 26Q: 3 clusters Score -1.305634e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 54506 members 
Entering Unmasked Estep 
Score: -13056354.000000 Penalty: 3754.059814
	Iteration 27Q: 3 clusters Score -1.305635e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 54799 members 
Entering Unmasked Estep 
Score: -13056343.000000 Penalty: 3754.059814
	Iteration 28Q: 3 clusters Score -1.305634e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48816 members 
Mstep: Class 2 contains 55060 members 
Entering Unmasked Estep 
Score: -13056381.000000 Penalty: 3754.059814
	Iteration 29Q: 3 clusters Score -1.305638e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48541 members 
Mstep: Class 2 contains 55335 members 
Entering Unmasked Estep 
Score: -13056379.000000 Penalty: 3754.059814
	Iteration 30Q: 3 clusters Score -1.305638e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 55562 members 
Entering Unmasked Estep 
Score: -13056378.000000 Penalty: 3754.059814
	Iteration 31Q: 3 clusters Score -1.305638e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 55761 members 
Entering Unmasked Estep 
Score: -13056367.000000 Penalty: 3754.059814
	Iteration 32Q: 3 clusters Score -1.305637e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47949 members 
Mstep: Class 2 contains 55927 members 
Entering Unmasked Estep 
Score: -13056386.000000 Penalty: 3754.059814
	Iteration 33Q: 3 clusters Score -1.305639e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 56072 members 
Entering Unmasked Estep 
Score: -13056373.000000 Penalty: 3754.059814
	Iteration 34Q: 3 clusters Score -1.305637e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47622 members 
Mstep: Class 2 contains 56254 members 
Entering Unmasked Estep 
Score: -13056360.000000 Penalty: 3754.059814
	Iteration 35Q: 3 clusters Score -1.305636e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 56400 members 
Entering Unmasked Estep 
Score: -13056377.000000 Penalty: 3754.059814
	Iteration 36Q: 3 clusters Score -1.305638e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47350 members 
Mstep: Class 2 contains 56526 members 
Entering Unmasked Estep 
Score: -13056346.000000 Penalty: 3754.059814
	Iteration 37Q: 3 clusters Score -1.305635e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 56615 members 
Entering Unmasked Estep 
Score: -13056339.000000 Penalty: 3754.059814
	Iteration 38Q: 3 clusters Score -1.305634e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47192 members 
Mstep: Class 2 contains 56684 members 
Entering Unmasked Estep 
Score: -13056372.000000 Penalty: 3754.059814
	Iteration 39Q: 3 clusters Score -1.305637e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 56755 members 
Entering Unmasked Estep 
Score: -13056369.000000 Penalty: 3754.059814
	Iteration 40F: 3 clusters Score -1.305637e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47071 members 
Mstep: Class 2 contains 56805 members 
Entering Unmasked Estep 
Score: -13056342.000000 Penalty: 3754.059814
	Iteration 41Q: 3 clusters Score -1.305634e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47031 members 
Mstep: Class 2 contains 56845 members 
Entering Unmasked Estep 
Score: -13056338.000000 Penalty: 3754.059814
	Iteration 42Q: 3 clusters Score -1.305634e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 56871 members 
Entering Unmasked Estep 
Score: -13056354.000000 Penalty: 3754.059814
	Iteration 43Q: 3 clusters Score -1.305635e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 56896 members 
Entering Unmasked Estep 
Score: -13056371.000000 Penalty: 3754.059814
	Iteration 44Q: 3 clusters Score -1.305637e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 56914 members 
Entering Unmasked Estep 
Score: -13056382.000000 Penalty: 3754.059814
	Iteration 45Q: 3 clusters Score -1.305638e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 56933 members 
Entering Unmasked Estep 
Score: -13056404.000000 Penalty: 3754.059814
	Iteration 46Q: 3 clusters Score -1.30564e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 56956 members 
Entering Unmasked Estep 
Score: -13056398.000000 Penalty: 3754.059814
	Iteration 47Q: 3 clusters Score -1.30564e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 56972 members 
Entering Unmasked Estep 
Score: -13056412.000000 Penalty: 3754.059814
	Iteration 48Q: 3 clusters Score -1.305641e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 56982 members 
Entering Unmasked Estep 
Score: -13056407.000000 Penalty: 3754.059814
	Iteration 49Q: 3 clusters Score -1.305641e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 57000 members 
Entering Unmasked Estep 
Score: -13056409.000000 Penalty: 3754.059814
	Iteration 50Q: 3 clusters Score -1.305641e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 57013 members 
Entering Unmasked Estep 
Score: -13056405.000000 Penalty: 3754.059814
	Iteration 51Q: 3 clusters Score -1.30564e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 57025 members 
Entering Unmasked Estep 
Score: -13056390.000000 Penalty: 3754.059814
	Iteration 52Q: 3 clusters Score -1.305639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 57031 members 
Entering Unmasked Estep 
Score: -13056401.000000 Penalty: 3754.059814
	Iteration 53Q: 3 clusters Score -1.30564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46839 members 
Mstep: Class 2 contains 57037 members 
Entering Unmasked Estep 
Score: -13056400.000000 Penalty: 3754.059814
	Iteration 54Q: 3 clusters Score -1.30564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 57038 members 
Entering Unmasked Estep 
Score: -13056402.000000 Penalty: 3754.059814
	Iteration 55Q: 3 clusters Score -1.30564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 57042 members 
Entering Unmasked Estep 
Score: -13056396.000000 Penalty: 3754.059814
	Iteration 56Q: 3 clusters Score -1.30564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 57044 members 
Entering Unmasked Estep 
Score: -13056395.000000 Penalty: 3754.059814
	Iteration 57Q: 3 clusters Score -1.30564e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46827 members 
Mstep: Class 2 contains 57049 members 
Entering Unmasked Estep 
Score: -13056393.000000 Penalty: 3754.059814
	Iteration 58Q: 3 clusters Score -1.305639e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 57057 members 
Entering Unmasked Estep 
Score: -13056404.000000 Penalty: 3754.059814
	Iteration 59Q: 3 clusters Score -1.30564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46813 members 
Mstep: Class 2 contains 57063 members 
Entering Unmasked Estep 
Score: -13056389.000000 Penalty: 3754.059814
	Iteration 60F: 3 clusters Score -1.305639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 57070 members 
Entering Unmasked Estep 
Score: -13056390.000000 Penalty: 3754.059814
	Iteration 61Q: 3 clusters Score -1.305639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46803 members 
Mstep: Class 2 contains 57073 members 
Entering Unmasked Estep 
Score: -13056395.000000 Penalty: 3754.059814
	Iteration 62Q: 3 clusters Score -1.30564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 57077 members 
Entering Unmasked Estep 
Score: -13056398.000000 Penalty: 3754.059814
	Iteration 63Q: 3 clusters Score -1.30564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 57076 members 
Entering Unmasked Estep 
Score: -13056392.000000 Penalty: 3754.059814
	Iteration 64Q: 3 clusters Score -1.305639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 57077 members 
Entering Unmasked Estep 
Score: -13056390.000000 Penalty: 3754.059814
	Iteration 65Q: 3 clusters Score -1.305639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46798 members 
Mstep: Class 2 contains 57078 members 
Entering Unmasked Estep 
Score: -13056394.000000 Penalty: 3754.059814
	Iteration 66Q: 3 clusters Score -1.305639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 57080 members 
Entering Unmasked Estep 
Score: -13056402.000000 Penalty: 3754.059814
	Iteration 67Q: 3 clusters Score -1.30564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46798 members 
Mstep: Class 2 contains 57078 members 
Entering Unmasked Estep 
Score: -13056392.000000 Penalty: 3754.059814
	Iteration 68Q: 3 clusters Score -1.305639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46798 members 
Mstep: Class 2 contains 57078 members 
Entering Unmasked Estep 
Score: -13056392.000000 Penalty: 3754.059814
	Iteration 69F: 3 clusters Score -1.305639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Entering Unmasked Estep 
Score: -1180680.625000 Penalty: 1487.676636
	Iteration 0F: 2 clusters Score -1180681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1173921.750000 Penalty: 2975.353271
	Iteration 0F: 3 clusters Score -1173922 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1176098.500000 Penalty: 2975.353271
	Iteration 1F: 3 clusters Score -1176098 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1176383.875000 Penalty: 2975.353271
	Iteration 2F: 3 clusters Score -1176384 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1176646.750000 Penalty: 2975.353271
	Iteration 3F: 3 clusters Score -1176647 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1176983.875000 Penalty: 2975.353271
	Iteration 4F: 3 clusters Score -1176984 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1177499.875000 Penalty: 2975.353271
	Iteration 5F: 3 clusters Score -1177500 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1178154.125000 Penalty: 2975.353271
	Iteration 6F: 3 clusters Score -1178154 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1178724.375000 Penalty: 2975.353271
	Iteration 7F: 3 clusters Score -1178724 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1179156.000000 Penalty: 2975.353271
	Iteration 8F: 3 clusters Score -1179156 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1179415.125000 Penalty: 2975.353271
	Iteration 9Q: 3 clusters Score -1179415 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1179566.375000 Penalty: 2975.353271
	Iteration 10Q: 3 clusters Score -1179566 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1179663.750000 Penalty: 2975.353271
	Iteration 11Q: 3 clusters Score -1179664 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1179725.125000 Penalty: 2975.353271
	Iteration 12Q: 3 clusters Score -1179725 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1179763.625000 Penalty: 2975.353271
	Iteration 13Q: 3 clusters Score -1179764 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1179783.625000 Penalty: 2975.353271
	Iteration 14Q: 3 clusters Score -1179784 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1179794.000000 Penalty: 2975.353271
	Iteration 15Q: 3 clusters Score -1179794 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1179804.250000 Penalty: 2975.353271
	Iteration 16Q: 3 clusters Score -1179804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1179812.500000 Penalty: 2975.353271
	Iteration 17Q: 3 clusters Score -1179812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1179826.375000 Penalty: 2975.353271
	Iteration 18Q: 3 clusters Score -1179826 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1179832.375000 Penalty: 2975.353271
	Iteration 19Q: 3 clusters Score -1179832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1179843.625000 Penalty: 2975.353271
	Iteration 20F: 3 clusters Score -1179844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1179851.000000 Penalty: 2975.353271
	Iteration 21Q: 3 clusters Score -1179851 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1179853.875000 Penalty: 2975.353271
	Iteration 22Q: 3 clusters Score -1179854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1179855.125000 Penalty: 2975.353271
	Iteration 23Q: 3 clusters Score -1179855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1179860.500000 Penalty: 2975.353271
	Iteration 24Q: 3 clusters Score -1179860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1179868.250000 Penalty: 2975.353271
	Iteration 25Q: 3 clusters Score -1179868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1179872.500000 Penalty: 2975.353271
	Iteration 26Q: 3 clusters Score -1179872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1179874.375000 Penalty: 2975.353271
	Iteration 27Q: 3 clusters Score -1179874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1179874.500000 Penalty: 2975.353271
	Iteration 28Q: 3 clusters Score -1179874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1179876.000000 Penalty: 2975.353271
	Iteration 29Q: 3 clusters Score -1179876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1179878.125000 Penalty: 2975.353271
	Iteration 30Q: 3 clusters Score -1179878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1179877.750000 Penalty: 2975.353271
	Iteration 31Q: 3 clusters Score -1179878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1179876.500000 Penalty: 2975.353271
	Iteration 32Q: 3 clusters Score -1179876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1179879.875000 Penalty: 2975.353271
	Iteration 33Q: 3 clusters Score -1179880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1179880.625000 Penalty: 2975.353271
	Iteration 34Q: 3 clusters Score -1179881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1179885.875000 Penalty: 2975.353271
	Iteration 35Q: 3 clusters Score -1179886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1179888.250000 Penalty: 2975.353271
	Iteration 36Q: 3 clusters Score -1179888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1179887.625000 Penalty: 2975.353271
	Iteration 37Q: 3 clusters Score -1179888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1179891.875000 Penalty: 2975.353271
	Iteration 38Q: 3 clusters Score -1179892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1179894.250000 Penalty: 2975.353271
	Iteration 39Q: 3 clusters Score -1179894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1179894.875000 Penalty: 2975.353271
	Iteration 40F: 3 clusters Score -1179895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1179895.375000 Penalty: 2975.353271
	Iteration 41Q: 3 clusters Score -1179895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1179895.750000 Penalty: 2975.353271
	Iteration 42Q: 3 clusters Score -1179896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1179897.750000 Penalty: 2975.353271
	Iteration 43Q: 3 clusters Score -1179898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1179898.750000 Penalty: 2975.353271
	Iteration 44Q: 3 clusters Score -1179899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1179899.125000 Penalty: 2975.353271
	Iteration 45Q: 3 clusters Score -1179899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1179900.500000 Penalty: 2975.353271
	Iteration 46Q: 3 clusters Score -1179900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1179906.000000 Penalty: 2975.353271
	Iteration 47Q: 3 clusters Score -1179906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1179905.875000 Penalty: 2975.353271
	Iteration 48Q: 3 clusters Score -1179906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1179907.500000 Penalty: 2975.353271
	Iteration 49Q: 3 clusters Score -1179908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1179907.750000 Penalty: 2975.353271
	Iteration 50Q: 3 clusters Score -1179908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1179908.375000 Penalty: 2975.353271
	Iteration 51Q: 3 clusters Score -1179908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1179909.000000 Penalty: 2975.353271
	Iteration 52Q: 3 clusters Score -1179909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1179909.250000 Penalty: 2975.353271
	Iteration 53Q: 3 clusters Score -1179909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1179908.875000 Penalty: 2975.353271
	Iteration 54Q: 3 clusters Score -1179909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1179908.750000 Penalty: 2975.353271
	Iteration 55Q: 3 clusters Score -1179909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1179912.625000 Penalty: 2975.353271
	Iteration 56Q: 3 clusters Score -1179913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1179915.125000 Penalty: 2975.353271
	Iteration 57Q: 3 clusters Score -1179915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1179915.750000 Penalty: 2975.353271
	Iteration 58Q: 3 clusters Score -1179916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1179920.750000 Penalty: 2975.353271
	Iteration 59Q: 3 clusters Score -1179921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1179920.875000 Penalty: 2975.353271
	Iteration 60F: 3 clusters Score -1179921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1179921.875000 Penalty: 2975.353271
	Iteration 61Q: 3 clusters Score -1179922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1179922.625000 Penalty: 2975.353271
	Iteration 62Q: 3 clusters Score -1179923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1179924.875000 Penalty: 2975.353271
	Iteration 63Q: 3 clusters Score -1179925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1179923.375000 Penalty: 2975.353271
	Iteration 64Q: 3 clusters Score -1179923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1179923.375000 Penalty: 2975.353271
	Iteration 65Q: 3 clusters Score -1179923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1179924.625000 Penalty: 2975.353271
	Iteration 66Q: 3 clusters Score -1179925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1179924.750000 Penalty: 2975.353271
	Iteration 67Q: 3 clusters Score -1179925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1179924.750000 Penalty: 2975.353271
	Iteration 68F: 3 clusters Score -1179925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (110195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110195 members 
Entering Unmasked Estep 
Score: -13865903.000000 Penalty: 1886.625977
	Iteration 0F: 2 clusters Score -1.38659e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55020 members 
Mstep: Class 2 contains 55175 members 
Entering Unmasked Estep 
Score: -13796708.000000 Penalty: 3773.251953
	Iteration 0F: 3 clusters Score -1.379671e+07 nChanged 52999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53745 members 
Mstep: Class 2 contains 56450 members 
Entering Unmasked Estep 
Score: -13826991.000000 Penalty: 3773.251953
	Iteration 1F: 3 clusters Score -1.382699e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52898 members 
Mstep: Class 2 contains 57297 members 
Entering Unmasked Estep 
Score: -13827762.000000 Penalty: 3773.251953
	Iteration 2Q: 3 clusters Score -1.382776e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51654 members 
Mstep: Class 2 contains 58541 members 
Entering Unmasked Estep 
Score: -13828877.000000 Penalty: 3773.251953
	Iteration 3Q: 3 clusters Score -1.382888e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49747 members 
Mstep: Class 2 contains 60448 members 
Entering Unmasked Estep 
Score: -13830662.000000 Penalty: 3773.251953
	Iteration 4Q: 3 clusters Score -1.383066e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 63220 members 
Entering Unmasked Estep 
Score: -13833784.000000 Penalty: 3773.251953
	Iteration 5F: 3 clusters Score -1.383378e+07 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Mstep: Class 2 contains 66925 members 
Entering Unmasked Estep 
Score: -13838924.000000 Penalty: 3773.251953
	Iteration 6F: 3 clusters Score -1.383892e+07 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 70956 members 
Entering Unmasked Estep 
Score: -13846627.000000 Penalty: 3773.251953
	Iteration 7F: 3 clusters Score -1.384663e+07 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 73921 members 
Entering Unmasked Estep 
Score: -13854282.000000 Penalty: 3773.251953
	Iteration 8F: 3 clusters Score -1.385428e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 74991 members 
Entering Unmasked Estep 
Score: -13857933.000000 Penalty: 3773.251953
	Iteration 9F: 3 clusters Score -1.385793e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 75257 members 
Entering Unmasked Estep 
Score: -13858905.000000 Penalty: 3773.251953
	Iteration 10Q: 3 clusters Score -1.38589e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 75293 members 
Entering Unmasked Estep 
Score: -13859345.000000 Penalty: 3773.251953
	Iteration 11Q: 3 clusters Score -1.385934e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 75277 members 
Entering Unmasked Estep 
Score: -13859762.000000 Penalty: 3773.251953
	Iteration 12Q: 3 clusters Score -1.385976e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 75118 members 
Entering Unmasked Estep 
Score: -13860049.000000 Penalty: 3773.251953
	Iteration 13Q: 3 clusters Score -1.386005e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 74888 members 
Entering Unmasked Estep 
Score: -13860261.000000 Penalty: 3773.251953
	Iteration 14Q: 3 clusters Score -1.386026e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 74619 members 
Entering Unmasked Estep 
Score: -13860415.000000 Penalty: 3773.251953
	Iteration 15Q: 3 clusters Score -1.386042e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 74279 members 
Entering Unmasked Estep 
Score: -13860605.000000 Penalty: 3773.251953
	Iteration 16Q: 3 clusters Score -1.38606e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 73915 members 
Entering Unmasked Estep 
Score: -13860733.000000 Penalty: 3773.251953
	Iteration 17Q: 3 clusters Score -1.386073e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 73604 members 
Entering Unmasked Estep 
Score: -13860918.000000 Penalty: 3773.251953
	Iteration 18Q: 3 clusters Score -1.386092e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 73296 members 
Entering Unmasked Estep 
Score: -13861035.000000 Penalty: 3773.251953
	Iteration 19Q: 3 clusters Score -1.386104e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 72975 members 
Entering Unmasked Estep 
Score: -13861095.000000 Penalty: 3773.251953
	Iteration 20F: 3 clusters Score -1.38611e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 72666 members 
Entering Unmasked Estep 
Score: -13861101.000000 Penalty: 3773.251953
	Iteration 21Q: 3 clusters Score -1.38611e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 72352 members 
Entering Unmasked Estep 
Score: -13861103.000000 Penalty: 3773.251953
	Iteration 22Q: 3 clusters Score -1.38611e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 72081 members 
Entering Unmasked Estep 
Score: -13861153.000000 Penalty: 3773.251953
	Iteration 23Q: 3 clusters Score -1.386115e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 71833 members 
Entering Unmasked Estep 
Score: -13861154.000000 Penalty: 3773.251953
	Iteration 24Q: 3 clusters Score -1.386115e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 71557 members 
Entering Unmasked Estep 
Score: -13861160.000000 Penalty: 3773.251953
	Iteration 25Q: 3 clusters Score -1.386116e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 71266 members 
Entering Unmasked Estep 
Score: -13861137.000000 Penalty: 3773.251953
	Iteration 26Q: 3 clusters Score -1.386114e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 71003 members 
Entering Unmasked Estep 
Score: -13861114.000000 Penalty: 3773.251953
	Iteration 27Q: 3 clusters Score -1.386111e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 70748 members 
Entering Unmasked Estep 
Score: -13861112.000000 Penalty: 3773.251953
	Iteration 28Q: 3 clusters Score -1.386111e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 70484 members 
Entering Unmasked Estep 
Score: -13861077.000000 Penalty: 3773.251953
	Iteration 29Q: 3 clusters Score -1.386108e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 70244 members 
Entering Unmasked Estep 
Score: -13861131.000000 Penalty: 3773.251953
	Iteration 30Q: 3 clusters Score -1.386113e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 70001 members 
Entering Unmasked Estep 
Score: -13861131.000000 Penalty: 3773.251953
	Iteration 31Q: 3 clusters Score -1.386113e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 69748 members 
Entering Unmasked Estep 
Score: -13861174.000000 Penalty: 3773.251953
	Iteration 32Q: 3 clusters Score -1.386117e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 69494 members 
Entering Unmasked Estep 
Score: -13861150.000000 Penalty: 3773.251953
	Iteration 33Q: 3 clusters Score -1.386115e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 69248 members 
Entering Unmasked Estep 
Score: -13861135.000000 Penalty: 3773.251953
	Iteration 34Q: 3 clusters Score -1.386114e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 69006 members 
Entering Unmasked Estep 
Score: -13861113.000000 Penalty: 3773.251953
	Iteration 35Q: 3 clusters Score -1.386111e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 68764 members 
Entering Unmasked Estep 
Score: -13861102.000000 Penalty: 3773.251953
	Iteration 36Q: 3 clusters Score -1.38611e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 68486 members 
Entering Unmasked Estep 
Score: -13861066.000000 Penalty: 3773.251953
	Iteration 37Q: 3 clusters Score -1.386107e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 68200 members 
Entering Unmasked Estep 
Score: -13861068.000000 Penalty: 3773.251953
	Iteration 38Q: 3 clusters Score -1.386107e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 67903 members 
Entering Unmasked Estep 
Score: -13861054.000000 Penalty: 3773.251953
	Iteration 39Q: 3 clusters Score -1.386105e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 67581 members 
Entering Unmasked Estep 
Score: -13861069.000000 Penalty: 3773.251953
	Iteration 40F: 3 clusters Score -1.386107e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 67263 members 
Entering Unmasked Estep 
Score: -13861023.000000 Penalty: 3773.251953
	Iteration 41Q: 3 clusters Score -1.386102e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43260 members 
Mstep: Class 2 contains 66935 members 
Entering Unmasked Estep 
Score: -13861067.000000 Penalty: 3773.251953
	Iteration 42Q: 3 clusters Score -1.386107e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 66571 members 
Entering Unmasked Estep 
Score: -13861063.000000 Penalty: 3773.251953
	Iteration 43Q: 3 clusters Score -1.386106e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 66228 members 
Entering Unmasked Estep 
Score: -13861024.000000 Penalty: 3773.251953
	Iteration 44Q: 3 clusters Score -1.386102e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 65843 members 
Entering Unmasked Estep 
Score: -13861060.000000 Penalty: 3773.251953
	Iteration 45Q: 3 clusters Score -1.386106e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 65461 members 
Entering Unmasked Estep 
Score: -13861030.000000 Penalty: 3773.251953
	Iteration 46Q: 3 clusters Score -1.386103e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 65087 members 
Entering Unmasked Estep 
Score: -13861003.000000 Penalty: 3773.251953
	Iteration 47Q: 3 clusters Score -1.3861e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 64683 members 
Entering Unmasked Estep 
Score: -13861027.000000 Penalty: 3773.251953
	Iteration 48Q: 3 clusters Score -1.386103e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 64235 members 
Entering Unmasked Estep 
Score: -13861034.000000 Penalty: 3773.251953
	Iteration 49Q: 3 clusters Score -1.386103e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 63730 members 
Entering Unmasked Estep 
Score: -13861023.000000 Penalty: 3773.251953
	Iteration 50Q: 3 clusters Score -1.386102e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 63217 members 
Entering Unmasked Estep 
Score: -13860984.000000 Penalty: 3773.251953
	Iteration 51Q: 3 clusters Score -1.386098e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 62663 members 
Entering Unmasked Estep 
Score: -13860943.000000 Penalty: 3773.251953
	Iteration 52Q: 3 clusters Score -1.386094e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48075 members 
Mstep: Class 2 contains 62120 members 
Entering Unmasked Estep 
Score: -13860883.000000 Penalty: 3773.251953
	Iteration 53Q: 3 clusters Score -1.386088e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48671 members 
Mstep: Class 2 contains 61524 members 
Entering Unmasked Estep 
Score: -13860851.000000 Penalty: 3773.251953
	Iteration 54Q: 3 clusters Score -1.386085e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 60875 members 
Entering Unmasked Estep 
Score: -13860828.000000 Penalty: 3773.251953
	Iteration 55Q: 3 clusters Score -1.386083e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50004 members 
Mstep: Class 2 contains 60191 members 
Entering Unmasked Estep 
Score: -13860780.000000 Penalty: 3773.251953
	Iteration 56Q: 3 clusters Score -1.386078e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50806 members 
Mstep: Class 2 contains 59389 members 
Entering Unmasked Estep 
Score: -13860806.000000 Penalty: 3773.251953
	Iteration 57Q: 3 clusters Score -1.386081e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51746 members 
Mstep: Class 2 contains 58449 members 
Entering Unmasked Estep 
Score: -13860766.000000 Penalty: 3773.251953
	Iteration 58Q: 3 clusters Score -1.386077e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52697 members 
Mstep: Class 2 contains 57498 members 
Entering Unmasked Estep 
Score: -13860683.000000 Penalty: 3773.251953
	Iteration 59Q: 3 clusters Score -1.386068e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 56557 members 
Entering Unmasked Estep 
Score: -13860633.000000 Penalty: 3773.251953
	Iteration 60F: 3 clusters Score -1.386063e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54544 members 
Mstep: Class 2 contains 55651 members 
Entering Unmasked Estep 
Score: -13860638.000000 Penalty: 3773.251953
	Iteration 61Q: 3 clusters Score -1.386064e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55447 members 
Mstep: Class 2 contains 54748 members 
Entering Unmasked Estep 
Score: -13860603.000000 Penalty: 3773.251953
	Iteration 62Q: 3 clusters Score -1.38606e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56388 members 
Mstep: Class 2 contains 53807 members 
Entering Unmasked Estep 
Score: -13860620.000000 Penalty: 3773.251953
	Iteration 63Q: 3 clusters Score -1.386062e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57391 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
Score: -13860586.000000 Penalty: 3773.251953
	Iteration 64Q: 3 clusters Score -1.386059e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58443 members 
Mstep: Class 2 contains 51752 members 
Entering Unmasked Estep 
Score: -13860534.000000 Penalty: 3773.251953
	Iteration 65Q: 3 clusters Score -1.386053e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59566 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -13860558.000000 Penalty: 3773.251953
	Iteration 66Q: 3 clusters Score -1.386056e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 49541 members 
Entering Unmasked Estep 
Score: -13860521.000000 Penalty: 3773.251953
	Iteration 67Q: 3 clusters Score -1.386052e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61781 members 
Mstep: Class 2 contains 48414 members 
Entering Unmasked Estep 
Score: -13860526.000000 Penalty: 3773.251953
	Iteration 68Q: 3 clusters Score -1.386053e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62864 members 
Mstep: Class 2 contains 47331 members 
Entering Unmasked Estep 
Score: -13860454.000000 Penalty: 3773.251953
	Iteration 69Q: 3 clusters Score -1.386045e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63842 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -13860463.000000 Penalty: 3773.251953
	Iteration 70Q: 3 clusters Score -1.386046e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64876 members 
Mstep: Class 2 contains 45319 members 
Entering Unmasked Estep 
Score: -13860427.000000 Penalty: 3773.251953
	Iteration 71Q: 3 clusters Score -1.386043e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65928 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -13860428.000000 Penalty: 3773.251953
	Iteration 72Q: 3 clusters Score -1.386043e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -13860456.000000 Penalty: 3773.251953
	Iteration 73Q: 3 clusters Score -1.386046e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68205 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -13860518.000000 Penalty: 3773.251953
	Iteration 74Q: 3 clusters Score -1.386052e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69374 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -13860545.000000 Penalty: 3773.251953
	Iteration 75Q: 3 clusters Score -1.386054e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70531 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -13860608.000000 Penalty: 3773.251953
	Iteration 76Q: 3 clusters Score -1.386061e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71661 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -13860650.000000 Penalty: 3773.251953
	Iteration 77Q: 3 clusters Score -1.386065e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72795 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -13860645.000000 Penalty: 3773.251953
	Iteration 78Q: 3 clusters Score -1.386064e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73857 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -13860636.000000 Penalty: 3773.251953
	Iteration 79Q: 3 clusters Score -1.386064e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74929 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -13860647.000000 Penalty: 3773.251953
	Iteration 80F: 3 clusters Score -1.386065e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75973 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -13860631.000000 Penalty: 3773.251953
	Iteration 81Q: 3 clusters Score -1.386063e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77046 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -13860626.000000 Penalty: 3773.251953
	Iteration 82Q: 3 clusters Score -1.386063e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78153 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -13860686.000000 Penalty: 3773.251953
	Iteration 83Q: 3 clusters Score -1.386069e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79301 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -13860752.000000 Penalty: 3773.251953
	Iteration 84Q: 3 clusters Score -1.386075e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80498 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -13860811.000000 Penalty: 3773.251953
	Iteration 85Q: 3 clusters Score -1.386081e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81679 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -13860876.000000 Penalty: 3773.251953
	Iteration 86Q: 3 clusters Score -1.386088e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82939 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -13860986.000000 Penalty: 3773.251953
	Iteration 87Q: 3 clusters Score -1.386099e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84163 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -13861063.000000 Penalty: 3773.251953
	Iteration 88Q: 3 clusters Score -1.386106e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85409 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -13861144.000000 Penalty: 3773.251953
	Iteration 89Q: 3 clusters Score -1.386114e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86732 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -13861269.000000 Penalty: 3773.251953
	Iteration 90Q: 3 clusters Score -1.386127e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88093 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -13861472.000000 Penalty: 3773.251953
	Iteration 91Q: 3 clusters Score -1.386147e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89492 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -13861684.000000 Penalty: 3773.251953
	Iteration 92Q: 3 clusters Score -1.386168e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90910 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -13862070.000000 Penalty: 3773.251953
	Iteration 93Q: 3 clusters Score -1.386207e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92285 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -13862447.000000 Penalty: 3773.251953
	Iteration 94Q: 3 clusters Score -1.386245e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93534 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -13862907.000000 Penalty: 3773.251953
	Iteration 95Q: 3 clusters Score -1.386291e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94652 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -13863237.000000 Penalty: 3773.251953
	Iteration 96Q: 3 clusters Score -1.386324e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95677 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -13863442.000000 Penalty: 3773.251953
	Iteration 97Q: 3 clusters Score -1.386344e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96591 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -13863756.000000 Penalty: 3773.251953
	Iteration 98Q: 3 clusters Score -1.386376e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97403 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -13863987.000000 Penalty: 3773.251953
	Iteration 99Q: 3 clusters Score -1.386399e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98189 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -13864248.000000 Penalty: 3773.251953
	Iteration 100F: 3 clusters Score -1.386425e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98922 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -13864411.000000 Penalty: 3773.251953
	Iteration 101Q: 3 clusters Score -1.386441e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99636 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -13864526.000000 Penalty: 3773.251953
	Iteration 102Q: 3 clusters Score -1.386453e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100281 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -13864611.000000 Penalty: 3773.251953
	Iteration 103Q: 3 clusters Score -1.386461e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100882 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -13864687.000000 Penalty: 3773.251953
	Iteration 104Q: 3 clusters Score -1.386469e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101386 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -13864783.000000 Penalty: 3773.251953
	Iteration 105Q: 3 clusters Score -1.386478e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101851 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -13864828.000000 Penalty: 3773.251953
	Iteration 106Q: 3 clusters Score -1.386483e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102245 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -13864896.000000 Penalty: 3773.251953
	Iteration 107Q: 3 clusters Score -1.38649e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102609 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -13864933.000000 Penalty: 3773.251953
	Iteration 108Q: 3 clusters Score -1.386493e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102944 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -13864935.000000 Penalty: 3773.251953
	Iteration 109Q: 3 clusters Score -1.386494e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103252 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -13864931.000000 Penalty: 3773.251953
	Iteration 110Q: 3 clusters Score -1.386493e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103548 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -13864940.000000 Penalty: 3773.251953
	Iteration 111Q: 3 clusters Score -1.386494e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103810 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -13864941.000000 Penalty: 3773.251953
	Iteration 112Q: 3 clusters Score -1.386494e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104065 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -13864953.000000 Penalty: 3773.251953
	Iteration 113Q: 3 clusters Score -1.386495e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104306 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -13864942.000000 Penalty: 3773.251953
	Iteration 114Q: 3 clusters Score -1.386494e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104556 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -13864947.000000 Penalty: 3773.251953
	Iteration 115Q: 3 clusters Score -1.386495e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104791 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -13864952.000000 Penalty: 3773.251953
	Iteration 116Q: 3 clusters Score -1.386495e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104989 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -13864912.000000 Penalty: 3773.251953
	Iteration 117Q: 3 clusters Score -1.386491e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105160 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -13864888.000000 Penalty: 3773.251953
	Iteration 118Q: 3 clusters Score -1.386489e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105334 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -13864915.000000 Penalty: 3773.251953
	Iteration 119Q: 3 clusters Score -1.386492e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105503 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -13864915.000000 Penalty: 3773.251953
	Iteration 120F: 3 clusters Score -1.386492e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105664 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -13864907.000000 Penalty: 3773.251953
	Iteration 121Q: 3 clusters Score -1.386491e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105845 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -13864898.000000 Penalty: 3773.251953
	Iteration 122Q: 3 clusters Score -1.38649e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106010 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -13864923.000000 Penalty: 3773.251953
	Iteration 123Q: 3 clusters Score -1.386492e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106175 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -13864976.000000 Penalty: 3773.251953
	Iteration 124Q: 3 clusters Score -1.386498e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106293 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -13864986.000000 Penalty: 3773.251953
	Iteration 125Q: 3 clusters Score -1.386499e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106390 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -13864937.000000 Penalty: 3773.251953
	Iteration 126Q: 3 clusters Score -1.386494e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106476 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -13864929.000000 Penalty: 3773.251953
	Iteration 127Q: 3 clusters Score -1.386493e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106558 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -13864968.000000 Penalty: 3773.251953
	Iteration 128Q: 3 clusters Score -1.386497e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106639 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -13864955.000000 Penalty: 3773.251953
	Iteration 129Q: 3 clusters Score -1.386496e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106704 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -13864957.000000 Penalty: 3773.251953
	Iteration 130Q: 3 clusters Score -1.386496e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106765 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -13864945.000000 Penalty: 3773.251953
	Iteration 131Q: 3 clusters Score -1.386494e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106825 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -13864943.000000 Penalty: 3773.251953
	Iteration 132Q: 3 clusters Score -1.386494e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106873 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -13864925.000000 Penalty: 3773.251953
	Iteration 133Q: 3 clusters Score -1.386492e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106919 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -13864913.000000 Penalty: 3773.251953
	Iteration 134Q: 3 clusters Score -1.386491e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106972 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -13864905.000000 Penalty: 3773.251953
	Iteration 135Q: 3 clusters Score -1.38649e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107009 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -13864875.000000 Penalty: 3773.251953
	Iteration 136Q: 3 clusters Score -1.386488e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107038 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -13864869.000000 Penalty: 3773.251953
	Iteration 137Q: 3 clusters Score -1.386487e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107063 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -13864859.000000 Penalty: 3773.251953
	Iteration 138Q: 3 clusters Score -1.386486e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107085 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -13864872.000000 Penalty: 3773.251953
	Iteration 139Q: 3 clusters Score -1.386487e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107111 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -13864861.000000 Penalty: 3773.251953
	Iteration 140F: 3 clusters Score -1.386486e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107133 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -13864858.000000 Penalty: 3773.251953
	Iteration 141Q: 3 clusters Score -1.386486e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107151 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -13864839.000000 Penalty: 3773.251953
	Iteration 142Q: 3 clusters Score -1.386484e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107160 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -13864842.000000 Penalty: 3773.251953
	Iteration 143Q: 3 clusters Score -1.386484e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107172 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -13864840.000000 Penalty: 3773.251953
	Iteration 144Q: 3 clusters Score -1.386484e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107186 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -13864846.000000 Penalty: 3773.251953
	Iteration 145Q: 3 clusters Score -1.386485e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107206 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -13864848.000000 Penalty: 3773.251953
	Iteration 146Q: 3 clusters Score -1.386485e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107226 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -13864851.000000 Penalty: 3773.251953
	Iteration 147Q: 3 clusters Score -1.386485e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107247 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -13864850.000000 Penalty: 3773.251953
	Iteration 148Q: 3 clusters Score -1.386485e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107272 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -13864843.000000 Penalty: 3773.251953
	Iteration 149Q: 3 clusters Score -1.386484e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107300 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -13864855.000000 Penalty: 3773.251953
	Iteration 150Q: 3 clusters Score -1.386486e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107329 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -13864848.000000 Penalty: 3773.251953
	Iteration 151Q: 3 clusters Score -1.386485e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107358 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -13864836.000000 Penalty: 3773.251953
	Iteration 152Q: 3 clusters Score -1.386484e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107388 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -13864835.000000 Penalty: 3773.251953
	Iteration 153Q: 3 clusters Score -1.386484e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107412 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -13864860.000000 Penalty: 3773.251953
	Iteration 154Q: 3 clusters Score -1.386486e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107428 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -13864848.000000 Penalty: 3773.251953
	Iteration 155Q: 3 clusters Score -1.386485e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107446 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -13864850.000000 Penalty: 3773.251953
	Iteration 156Q: 3 clusters Score -1.386485e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107464 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -13864849.000000 Penalty: 3773.251953
	Iteration 157Q: 3 clusters Score -1.386485e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107487 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -13864854.000000 Penalty: 3773.251953
	Iteration 158Q: 3 clusters Score -1.386485e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107506 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -13864834.000000 Penalty: 3773.251953
	Iteration 159Q: 3 clusters Score -1.386483e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107522 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -13864832.000000 Penalty: 3773.251953
	Iteration 160F: 3 clusters Score -1.386483e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107548 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -13864829.000000 Penalty: 3773.251953
	Iteration 161Q: 3 clusters Score -1.386483e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107565 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -13864827.000000 Penalty: 3773.251953
	Iteration 162Q: 3 clusters Score -1.386483e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107582 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -13864838.000000 Penalty: 3773.251953
	Iteration 163Q: 3 clusters Score -1.386484e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107594 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -13864844.000000 Penalty: 3773.251953
	Iteration 164Q: 3 clusters Score -1.386484e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107607 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -13864847.000000 Penalty: 3773.251953
	Iteration 165Q: 3 clusters Score -1.386485e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107615 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -13864827.000000 Penalty: 3773.251953
	Iteration 166Q: 3 clusters Score -1.386483e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107621 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -13864839.000000 Penalty: 3773.251953
	Iteration 167Q: 3 clusters Score -1.386484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107626 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -13864835.000000 Penalty: 3773.251953
	Iteration 168Q: 3 clusters Score -1.386484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107628 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -13864832.000000 Penalty: 3773.251953
	Iteration 169Q: 3 clusters Score -1.386483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107634 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -13864844.000000 Penalty: 3773.251953
	Iteration 170Q: 3 clusters Score -1.386484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107640 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -13864828.000000 Penalty: 3773.251953
	Iteration 171Q: 3 clusters Score -1.386483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107644 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -13864840.000000 Penalty: 3773.251953
	Iteration 172Q: 3 clusters Score -1.386484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107651 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -13864837.000000 Penalty: 3773.251953
	Iteration 173Q: 3 clusters Score -1.386484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107653 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -13864830.000000 Penalty: 3773.251953
	Iteration 174Q: 3 clusters Score -1.386483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107653 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -13864822.000000 Penalty: 3773.251953
	Iteration 175Q: 3 clusters Score -1.386482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107656 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -13864831.000000 Penalty: 3773.251953
	Iteration 176Q: 3 clusters Score -1.386483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107657 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -13864829.000000 Penalty: 3773.251953
	Iteration 177Q: 3 clusters Score -1.386483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107659 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -13864824.000000 Penalty: 3773.251953
	Iteration 178Q: 3 clusters Score -1.386482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107661 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -13864831.000000 Penalty: 3773.251953
	Iteration 179Q: 3 clusters Score -1.386483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107662 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -13864828.000000 Penalty: 3773.251953
	Iteration 180F: 3 clusters Score -1.386483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107662 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -13864834.000000 Penalty: 3773.251953
	Iteration 181Q: 3 clusters Score -1.386483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107667 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -13864833.000000 Penalty: 3773.251953
	Iteration 182Q: 3 clusters Score -1.386483e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107680 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -13864816.000000 Penalty: 3773.251953
	Iteration 183Q: 3 clusters Score -1.386482e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107689 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -13864833.000000 Penalty: 3773.251953
	Iteration 184Q: 3 clusters Score -1.386483e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107695 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -13864837.000000 Penalty: 3773.251953
	Iteration 185Q: 3 clusters Score -1.386484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107696 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -13864836.000000 Penalty: 3773.251953
	Iteration 186Q: 3 clusters Score -1.386484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107698 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -13864838.000000 Penalty: 3773.251953
	Iteration 187Q: 3 clusters Score -1.386484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107699 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -13864830.000000 Penalty: 3773.251953
	Iteration 188Q: 3 clusters Score -1.386483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107699 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -13864841.000000 Penalty: 3773.251953
	Iteration 189Q: 3 clusters Score -1.386484e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107708 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -13864832.000000 Penalty: 3773.251953
	Iteration 190Q: 3 clusters Score -1.386483e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107716 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -13864853.000000 Penalty: 3773.251953
	Iteration 191Q: 3 clusters Score -1.386485e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107732 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -13864854.000000 Penalty: 3773.251953
	Iteration 192Q: 3 clusters Score -1.386485e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107746 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -13864839.000000 Penalty: 3773.251953
	Iteration 193Q: 3 clusters Score -1.386484e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107761 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -13864836.000000 Penalty: 3773.251953
	Iteration 194Q: 3 clusters Score -1.386484e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107776 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -13864832.000000 Penalty: 3773.251953
	Iteration 195Q: 3 clusters Score -1.386483e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107788 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -13864853.000000 Penalty: 3773.251953
	Iteration 196Q: 3 clusters Score -1.386485e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107800 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -13864842.000000 Penalty: 3773.251953
	Iteration 197Q: 3 clusters Score -1.386484e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107815 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -13864836.000000 Penalty: 3773.251953
	Iteration 198Q: 3 clusters Score -1.386484e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107828 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -13864843.000000 Penalty: 3773.251953
	Iteration 199Q: 3 clusters Score -1.386484e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107845 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -13864849.000000 Penalty: 3773.251953
	Iteration 200F: 3 clusters Score -1.386485e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107862 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -13864850.000000 Penalty: 3773.251953
	Iteration 201Q: 3 clusters Score -1.386485e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107877 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -13864846.000000 Penalty: 3773.251953
	Iteration 202Q: 3 clusters Score -1.386485e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107891 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -13864856.000000 Penalty: 3773.251953
	Iteration 203Q: 3 clusters Score -1.386486e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107900 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -13864859.000000 Penalty: 3773.251953
	Iteration 204Q: 3 clusters Score -1.386486e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107911 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -13864858.000000 Penalty: 3773.251953
	Iteration 205Q: 3 clusters Score -1.386486e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107924 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -13864860.000000 Penalty: 3773.251953
	Iteration 206Q: 3 clusters Score -1.386486e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107938 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -13864853.000000 Penalty: 3773.251953
	Iteration 207Q: 3 clusters Score -1.386485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107948 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -13864859.000000 Penalty: 3773.251953
	Iteration 208Q: 3 clusters Score -1.386486e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107957 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -13864862.000000 Penalty: 3773.251953
	Iteration 209Q: 3 clusters Score -1.386486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107965 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -13864858.000000 Penalty: 3773.251953
	Iteration 210Q: 3 clusters Score -1.386486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107970 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -13864856.000000 Penalty: 3773.251953
	Iteration 211Q: 3 clusters Score -1.386486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107975 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -13864854.000000 Penalty: 3773.251953
	Iteration 212Q: 3 clusters Score -1.386485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107980 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -13864863.000000 Penalty: 3773.251953
	Iteration 213Q: 3 clusters Score -1.386486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107983 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -13864865.000000 Penalty: 3773.251953
	Iteration 214Q: 3 clusters Score -1.386486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107983 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -13864867.000000 Penalty: 3773.251953
	Iteration 215Q: 3 clusters Score -1.386487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107984 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -13864870.000000 Penalty: 3773.251953
	Iteration 216Q: 3 clusters Score -1.386487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107984 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -13864870.000000 Penalty: 3773.251953
	Iteration 217F: 3 clusters Score -1.386487e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Entering Unmasked Estep 
Score: -1732450.000000 Penalty: 1550.460815
	Iteration 0F: 2 clusters Score -1732450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1722759.750000 Penalty: 3100.921631
	Iteration 0F: 3 clusters Score -1722760 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1726217.000000 Penalty: 3100.921631
	Iteration 1F: 3 clusters Score -1726217 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1726665.625000 Penalty: 3100.921631
	Iteration 2F: 3 clusters Score -1726666 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1727238.500000 Penalty: 3100.921631
	Iteration 3F: 3 clusters Score -1727238 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1728044.000000 Penalty: 3100.921631
	Iteration 4F: 3 clusters Score -1728044 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1729196.375000 Penalty: 3100.921631
	Iteration 5F: 3 clusters Score -1729196 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1730551.375000 Penalty: 3100.921631
	Iteration 6F: 3 clusters Score -1730551 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1731336.500000 Penalty: 3100.921631
	Iteration 7F: 3 clusters Score -1731336 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1731695.625000 Penalty: 3100.921631
	Iteration 8Q: 3 clusters Score -1731696 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1731860.500000 Penalty: 3100.921631
	Iteration 9Q: 3 clusters Score -1731860 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1731944.625000 Penalty: 3100.921631
	Iteration 10Q: 3 clusters Score -1731945 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1732001.375000 Penalty: 3100.921631
	Iteration 11Q: 3 clusters Score -1732001 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1732028.375000 Penalty: 3100.921631
	Iteration 12Q: 3 clusters Score -1732028 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1732046.000000 Penalty: 3100.921631
	Iteration 13Q: 3 clusters Score -1732046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1732057.375000 Penalty: 3100.921631
	Iteration 14Q: 3 clusters Score -1732057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1732071.250000 Penalty: 3100.921631
	Iteration 15Q: 3 clusters Score -1732071 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -1732086.125000 Penalty: 3100.921631
	Iteration 16Q: 3 clusters Score -1732086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1732094.125000 Penalty: 3100.921631
	Iteration 17Q: 3 clusters Score -1732094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1732099.500000 Penalty: 3100.921631
	Iteration 18Q: 3 clusters Score -1732100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1732101.875000 Penalty: 3100.921631
	Iteration 19Q: 3 clusters Score -1732102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1732100.000000 Penalty: 3100.921631
	Iteration 20F: 3 clusters Score -1732100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1732100.750000 Penalty: 3100.921631
	Iteration 21Q: 3 clusters Score -1732101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1732103.625000 Penalty: 3100.921631
	Iteration 22Q: 3 clusters Score -1732104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1732102.125000 Penalty: 3100.921631
	Iteration 23Q: 3 clusters Score -1732102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1732104.875000 Penalty: 3100.921631
	Iteration 24Q: 3 clusters Score -1732105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1732103.875000 Penalty: 3100.921631
	Iteration 25Q: 3 clusters Score -1732104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1732103.875000 Penalty: 3100.921631
	Iteration 26F: 3 clusters Score -1732104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -45940.078125 Penalty: 982.313354
	Iteration 0F: 2 clusters Score -45940.08 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 211 members 
Entering Unmasked Estep 
Score: -44932.187500 Penalty: 1964.626709
	Iteration 0F: 3 clusters Score -44932.19 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -45177.402344 Penalty: 1964.626709
	Iteration 1F: 3 clusters Score -45177.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -45278.593750 Penalty: 1964.626709
	Iteration 2F: 3 clusters Score -45278.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -45341.863281 Penalty: 1964.626709
	Iteration 3Q: 3 clusters Score -45341.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45375.093750 Penalty: 1964.626709
	Iteration 4Q: 3 clusters Score -45375.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -45394.910156 Penalty: 1964.626709
	Iteration 5Q: 3 clusters Score -45394.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -45397.589844 Penalty: 1964.626709
	Iteration 6Q: 3 clusters Score -45397.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -45398.156250 Penalty: 1964.626709
	Iteration 7Q: 3 clusters Score -45398.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -45398.156250 Penalty: 1964.626709
	Iteration 8F: 3 clusters Score -45398.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Entering Unmasked Estep 
Score: -816854.750000 Penalty: 1427.127441
	Iteration 0F: 2 clusters Score -816854.8 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 3298 members 
Entering Unmasked Estep 
Score: -811898.312500 Penalty: 2854.254883
	Iteration 0F: 3 clusters Score -811898.3 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -813498.875000 Penalty: 2854.254883
	Iteration 1F: 3 clusters Score -813498.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -813787.375000 Penalty: 2854.254883
	Iteration 2F: 3 clusters Score -813787.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -814076.437500 Penalty: 2854.254883
	Iteration 3F: 3 clusters Score -814076.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -814313.000000 Penalty: 2854.254883
	Iteration 4F: 3 clusters Score -814313 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -814504.375000 Penalty: 2854.254883
	Iteration 5F: 3 clusters Score -814504.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -814678.437500 Penalty: 2854.254883
	Iteration 6Q: 3 clusters Score -814678.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -814834.562500 Penalty: 2854.254883
	Iteration 7Q: 3 clusters Score -814834.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -814980.625000 Penalty: 2854.254883
	Iteration 8Q: 3 clusters Score -814980.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -815108.437500 Penalty: 2854.254883
	Iteration 9Q: 3 clusters Score -815108.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -815217.437500 Penalty: 2854.254883
	Iteration 10Q: 3 clusters Score -815217.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -815300.625000 Penalty: 2854.254883
	Iteration 11Q: 3 clusters Score -815300.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -815368.812500 Penalty: 2854.254883
	Iteration 12Q: 3 clusters Score -815368.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -815429.375000 Penalty: 2854.254883
	Iteration 13Q: 3 clusters Score -815429.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -815474.812500 Penalty: 2854.254883
	Iteration 14Q: 3 clusters Score -815474.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -815509.312500 Penalty: 2854.254883
	Iteration 15Q: 3 clusters Score -815509.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -815545.000000 Penalty: 2854.254883
	Iteration 16Q: 3 clusters Score -815545 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -815573.812500 Penalty: 2854.254883
	Iteration 17Q: 3 clusters Score -815573.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -815594.500000 Penalty: 2854.254883
	Iteration 18Q: 3 clusters Score -815594.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -815612.000000 Penalty: 2854.254883
	Iteration 19Q: 3 clusters Score -815612 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -815625.000000 Penalty: 2854.254883
	Iteration 20F: 3 clusters Score -815625 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -815636.812500 Penalty: 2854.254883
	Iteration 21Q: 3 clusters Score -815636.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -815646.312500 Penalty: 2854.254883
	Iteration 22Q: 3 clusters Score -815646.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -815657.000000 Penalty: 2854.254883
	Iteration 23Q: 3 clusters Score -815657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -815661.500000 Penalty: 2854.254883
	Iteration 24Q: 3 clusters Score -815661.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -815666.062500 Penalty: 2854.254883
	Iteration 25Q: 3 clusters Score -815666.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -815667.500000 Penalty: 2854.254883
	Iteration 26Q: 3 clusters Score -815667.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -815667.687500 Penalty: 2854.254883
	Iteration 27Q: 3 clusters Score -815667.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -815669.250000 Penalty: 2854.254883
	Iteration 28Q: 3 clusters Score -815669.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -815671.875000 Penalty: 2854.254883
	Iteration 29Q: 3 clusters Score -815671.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -815676.000000 Penalty: 2854.254883
	Iteration 30Q: 3 clusters Score -815676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -815680.375000 Penalty: 2854.254883
	Iteration 31Q: 3 clusters Score -815680.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -815679.937500 Penalty: 2854.254883
	Iteration 32Q: 3 clusters Score -815679.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -815682.312500 Penalty: 2854.254883
	Iteration 33Q: 3 clusters Score -815682.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -815684.187500 Penalty: 2854.254883
	Iteration 34Q: 3 clusters Score -815684.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -815685.375000 Penalty: 2854.254883
	Iteration 35Q: 3 clusters Score -815685.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -815687.250000 Penalty: 2854.254883
	Iteration 36Q: 3 clusters Score -815687.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -815690.625000 Penalty: 2854.254883
	Iteration 37Q: 3 clusters Score -815690.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -815691.187500 Penalty: 2854.254883
	Iteration 38Q: 3 clusters Score -815691.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -815691.687500 Penalty: 2854.254883
	Iteration 39Q: 3 clusters Score -815691.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -815691.687500 Penalty: 2854.254883
	Iteration 40F: 3 clusters Score -815691.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Entering Unmasked Estep 
Score: -1006038.812500 Penalty: 1472.925537
	Iteration 0F: 2 clusters Score -1006039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -999750.125000 Penalty: 2945.851074
	Iteration 0F: 3 clusters Score -999750.1 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1001879.000000 Penalty: 2945.851074
	Iteration 1F: 3 clusters Score -1001879 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1002169.500000 Penalty: 2945.851074
	Iteration 2F: 3 clusters Score -1002170 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1002391.812500 Penalty: 2945.851074
	Iteration 3F: 3 clusters Score -1002392 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1002544.562500 Penalty: 2945.851074
	Iteration 4Q: 3 clusters Score -1002545 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1002653.000000 Penalty: 2945.851074
	Iteration 5Q: 3 clusters Score -1002653 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1002745.312500 Penalty: 2945.851074
	Iteration 6Q: 3 clusters Score -1002745 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1002838.875000 Penalty: 2945.851074
	Iteration 7Q: 3 clusters Score -1002839 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1002928.500000 Penalty: 2945.851074
	Iteration 8Q: 3 clusters Score -1002928 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1003017.562500 Penalty: 2945.851074
	Iteration 9Q: 3 clusters Score -1003018 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1003122.687500 Penalty: 2945.851074
	Iteration 10Q: 3 clusters Score -1003123 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1003230.187500 Penalty: 2945.851074
	Iteration 11Q: 3 clusters Score -1003230 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1003331.687500 Penalty: 2945.851074
	Iteration 12Q: 3 clusters Score -1003332 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1003436.000000 Penalty: 2945.851074
	Iteration 13Q: 3 clusters Score -1003436 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1003538.750000 Penalty: 2945.851074
	Iteration 14Q: 3 clusters Score -1003539 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1003657.437500 Penalty: 2945.851074
	Iteration 15Q: 3 clusters Score -1003657 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1003772.625000 Penalty: 2945.851074
	Iteration 16Q: 3 clusters Score -1003773 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1003886.500000 Penalty: 2945.851074
	Iteration 17Q: 3 clusters Score -1003886 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1004016.375000 Penalty: 2945.851074
	Iteration 18Q: 3 clusters Score -1004016 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1004127.187500 Penalty: 2945.851074
	Iteration 19Q: 3 clusters Score -1004127 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1004213.812500 Penalty: 2945.851074
	Iteration 20F: 3 clusters Score -1004214 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1004307.625000 Penalty: 2945.851074
	Iteration 21Q: 3 clusters Score -1004308 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1004396.937500 Penalty: 2945.851074
	Iteration 22Q: 3 clusters Score -1004397 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1004481.000000 Penalty: 2945.851074
	Iteration 23Q: 3 clusters Score -1004481 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1004551.750000 Penalty: 2945.851074
	Iteration 24Q: 3 clusters Score -1004552 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1004604.750000 Penalty: 2945.851074
	Iteration 25Q: 3 clusters Score -1004605 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1004661.437500 Penalty: 2945.851074
	Iteration 26Q: 3 clusters Score -1004661 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1004713.937500 Penalty: 2945.851074
	Iteration 27Q: 3 clusters Score -1004714 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1004774.875000 Penalty: 2945.851074
	Iteration 28Q: 3 clusters Score -1004775 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1004835.812500 Penalty: 2945.851074
	Iteration 29Q: 3 clusters Score -1004836 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1004871.312500 Penalty: 2945.851074
	Iteration 30Q: 3 clusters Score -1004871 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1004895.062500 Penalty: 2945.851074
	Iteration 31Q: 3 clusters Score -1004895 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1004912.312500 Penalty: 2945.851074
	Iteration 32Q: 3 clusters Score -1004912 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1004927.437500 Penalty: 2945.851074
	Iteration 33Q: 3 clusters Score -1004927 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1004944.500000 Penalty: 2945.851074
	Iteration 34Q: 3 clusters Score -1004944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1004958.062500 Penalty: 2945.851074
	Iteration 35Q: 3 clusters Score -1004958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1004971.437500 Penalty: 2945.851074
	Iteration 36Q: 3 clusters Score -1004971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1004977.812500 Penalty: 2945.851074
	Iteration 37Q: 3 clusters Score -1004978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1004987.375000 Penalty: 2945.851074
	Iteration 38Q: 3 clusters Score -1004987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1004997.312500 Penalty: 2945.851074
	Iteration 39Q: 3 clusters Score -1004997 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1005008.500000 Penalty: 2945.851074
	Iteration 40F: 3 clusters Score -1005008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1005022.062500 Penalty: 2945.851074
	Iteration 41Q: 3 clusters Score -1005022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1005033.625000 Penalty: 2945.851074
	Iteration 42Q: 3 clusters Score -1005034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1005043.375000 Penalty: 2945.851074
	Iteration 43Q: 3 clusters Score -1005043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1005049.437500 Penalty: 2945.851074
	Iteration 44Q: 3 clusters Score -1005049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1005057.875000 Penalty: 2945.851074
	Iteration 45Q: 3 clusters Score -1005058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1005069.187500 Penalty: 2945.851074
	Iteration 46Q: 3 clusters Score -1005069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1005075.062500 Penalty: 2945.851074
	Iteration 47Q: 3 clusters Score -1005075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1005080.750000 Penalty: 2945.851074
	Iteration 48Q: 3 clusters Score -1005081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1005091.250000 Penalty: 2945.851074
	Iteration 49Q: 3 clusters Score -1005091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1005099.812500 Penalty: 2945.851074
	Iteration 50Q: 3 clusters Score -1005100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1005103.187500 Penalty: 2945.851074
	Iteration 51Q: 3 clusters Score -1005103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1005106.750000 Penalty: 2945.851074
	Iteration 52Q: 3 clusters Score -1005107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1005109.562500 Penalty: 2945.851074
	Iteration 53Q: 3 clusters Score -1005110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1005109.562500 Penalty: 2945.851074
	Iteration 54Q: 3 clusters Score -1005110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1005110.875000 Penalty: 2945.851074
	Iteration 55Q: 3 clusters Score -1005111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1005110.875000 Penalty: 2945.851074
	Iteration 56F: 3 clusters Score -1005111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Entering Unmasked Estep 
Score: -2589540.750000 Penalty: 1612.709839
	Iteration 0F: 2 clusters Score -2589541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2575600.250000 Penalty: 3225.419678
	Iteration 0F: 3 clusters Score -2575600 nChanged 9298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2581004.250000 Penalty: 3225.419678
	Iteration 1F: 3 clusters Score -2581004 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -2581764.000000 Penalty: 3225.419678
	Iteration 2F: 3 clusters Score -2581764 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2582565.750000 Penalty: 3225.419678
	Iteration 3F: 3 clusters Score -2582566 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2583462.750000 Penalty: 3225.419678
	Iteration 4F: 3 clusters Score -2583463 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2584505.250000 Penalty: 3225.419678
	Iteration 5F: 3 clusters Score -2584505 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -2585702.750000 Penalty: 3225.419678
	Iteration 6F: 3 clusters Score -2585703 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2586780.750000 Penalty: 3225.419678
	Iteration 7F: 3 clusters Score -2586781 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -2587608.250000 Penalty: 3225.419678
	Iteration 8Q: 3 clusters Score -2587608 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2588023.250000 Penalty: 3225.419678
	Iteration 9Q: 3 clusters Score -2588023 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2588267.250000 Penalty: 3225.419678
	Iteration 10Q: 3 clusters Score -2588267 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2588428.250000 Penalty: 3225.419678
	Iteration 11Q: 3 clusters Score -2588428 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -2588541.500000 Penalty: 3225.419678
	Iteration 12Q: 3 clusters Score -2588542 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -2588598.500000 Penalty: 3225.419678
	Iteration 13Q: 3 clusters Score -2588598 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -2588655.250000 Penalty: 3225.419678
	Iteration 14Q: 3 clusters Score -2588655 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -2588707.000000 Penalty: 3225.419678
	Iteration 15Q: 3 clusters Score -2588707 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -2588759.500000 Penalty: 3225.419678
	Iteration 16Q: 3 clusters Score -2588760 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -2588805.250000 Penalty: 3225.419678
	Iteration 17Q: 3 clusters Score -2588805 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -2588825.500000 Penalty: 3225.419678
	Iteration 18Q: 3 clusters Score -2588826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -2588851.250000 Penalty: 3225.419678
	Iteration 19Q: 3 clusters Score -2588851 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -2588878.250000 Penalty: 3225.419678
	Iteration 20F: 3 clusters Score -2588878 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -2588901.750000 Penalty: 3225.419678
	Iteration 21Q: 3 clusters Score -2588902 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -2588934.000000 Penalty: 3225.419678
	Iteration 22Q: 3 clusters Score -2588934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2588964.750000 Penalty: 3225.419678
	Iteration 23Q: 3 clusters Score -2588965 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2589011.500000 Penalty: 3225.419678
	Iteration 24Q: 3 clusters Score -2589012 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -2589049.500000 Penalty: 3225.419678
	Iteration 25Q: 3 clusters Score -2589050 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -2589085.750000 Penalty: 3225.419678
	Iteration 26Q: 3 clusters Score -2589086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -2589094.500000 Penalty: 3225.419678
	Iteration 27Q: 3 clusters Score -2589094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -2589101.250000 Penalty: 3225.419678
	Iteration 28Q: 3 clusters Score -2589101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -2589105.750000 Penalty: 3225.419678
	Iteration 29Q: 3 clusters Score -2589106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -2589109.750000 Penalty: 3225.419678
	Iteration 30Q: 3 clusters Score -2589110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -2589109.500000 Penalty: 3225.419678
	Iteration 31Q: 3 clusters Score -2589110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -2589107.500000 Penalty: 3225.419678
	Iteration 32Q: 3 clusters Score -2589108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2589108.750000 Penalty: 3225.419678
	Iteration 33Q: 3 clusters Score -2589109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -2589108.750000 Penalty: 3225.419678
	Iteration 34Q: 3 clusters Score -2589109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -2589108.750000 Penalty: 3225.419678
	Iteration 35F: 3 clusters Score -2589109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -28120.943359 Penalty: 948.156738
	Iteration 0F: 2 clusters Score -28120.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -27257.687500 Penalty: 1896.313477
	Iteration 0F: 3 clusters Score -27257.69 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27510.464844 Penalty: 1896.313477
	Iteration 1F: 3 clusters Score -27510.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27665.248047 Penalty: 1896.313477
	Iteration 2F: 3 clusters Score -27665.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27822.966797 Penalty: 1896.313477
	Iteration 3F: 3 clusters Score -27822.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27931.806641 Penalty: 1896.313477
	Iteration 4F: 3 clusters Score -27931.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28025.056641 Penalty: 1896.313477
	Iteration 5Q: 3 clusters Score -28025.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -28080.068359 Penalty: 1896.313477
	Iteration 6Q: 3 clusters Score -28080.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -28121.568359 Penalty: 1896.313477
	Iteration 7Q: 3 clusters Score -28121.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28147.097656 Penalty: 1896.313477
	Iteration 8Q: 3 clusters Score -28147.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -28164.013672 Penalty: 1896.313477
	Iteration 9Q: 3 clusters Score -28164.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -28193.957031 Penalty: 1896.313477
	Iteration 10Q: 3 clusters Score -28193.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -28211.511719 Penalty: 1896.313477
	Iteration 11Q: 3 clusters Score -28211.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -28240.291016 Penalty: 1896.313477
	Iteration 12Q: 3 clusters Score -28240.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28275.712891 Penalty: 1896.313477
	Iteration 13Q: 3 clusters Score -28275.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28278.576172 Penalty: 1896.313477
	Iteration 14Q: 3 clusters Score -28278.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28278.576172 Penalty: 1896.313477
	Iteration 15F: 3 clusters Score -28278.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 102564 members 
Mstep: Class 3 contains 7443 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 39489 members 
Mstep: Class 6 contains 10010 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 6980 members 
Mstep: Class 10 contains 103876 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 110195 members 
Mstep: Class 13 contains 13923 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 6518 members 
Mstep: Class 16 contains 8640 members 
Mstep: Class 17 contains 20422 members 
Mstep: Class 18 contains 164 members 
Mstep: Class 19 contains 96017 members 
Mstep: Class 20 contains 25133 members 
Mstep: Class 21 contains 72309 members 
Mstep: Class 22 contains 1429 members 
Mstep: Class 23 contains 4856 members 
Mstep: Class 24 contains 9695 members 
Mstep: Class 25 contains 81865 members 
Mstep: Class 26 contains 35646 members 
Mstep: Class 27 contains 597 members 
Mstep: Class 28 contains 111216 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2861 members 
Mstep: Class 31 contains 4475 members 
Mstep: Class 32 contains 293 members 
Mstep: Class 33 contains 3751 members 
Mstep: Class 34 contains 1258 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 674 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 714 members 
Mstep: Class 39 contains 6508 members 
Mstep: Class 40 contains 345 members 
Mstep: Class 41 contains 178 members 
Entering Unmasked Estep 
Score: -111759312.000000 Penalty: 91479.007812
Splitting cluster 18 changes total score from -111760240.000000 to -111759312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (96017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96017 members 
Entering Unmasked Estep 
Score: -11951894.000000 Penalty: 1864.245605
	Iteration 0F: 2 clusters Score -1.195189e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 47882 members 
Entering Unmasked Estep 
Score: -11887934.000000 Penalty: 3728.491211
	Iteration 0F: 3 clusters Score -1.188793e+07 nChanged 46130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50213 members 
Mstep: Class 2 contains 45804 members 
Entering Unmasked Estep 
Score: -11915093.000000 Penalty: 3728.491211
	Iteration 1F: 3 clusters Score -1.191509e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51444 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -11916392.000000 Penalty: 3728.491211
	Iteration 2Q: 3 clusters Score -1.191639e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53321 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -11918321.000000 Penalty: 3728.491211
	Iteration 3Q: 3 clusters Score -1.191832e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -11921437.000000 Penalty: 3728.491211
	Iteration 4F: 3 clusters Score -1.192144e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59428 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -11925840.000000 Penalty: 3728.491211
	Iteration 5F: 3 clusters Score -1.192584e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63002 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -11931306.000000 Penalty: 3728.491211
	Iteration 6F: 3 clusters Score -1.193131e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66023 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -11936192.000000 Penalty: 3728.491211
	Iteration 7F: 3 clusters Score -1.193619e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68304 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -11938981.000000 Penalty: 3728.491211
	Iteration 8Q: 3 clusters Score -1.193898e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70189 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -11940316.000000 Penalty: 3728.491211
	Iteration 9Q: 3 clusters Score -1.194032e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71842 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -11941416.000000 Penalty: 3728.491211
	Iteration 10Q: 3 clusters Score -1.194142e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73424 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -11942441.000000 Penalty: 3728.491211
	Iteration 11Q: 3 clusters Score -1.194244e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74956 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -11943515.000000 Penalty: 3728.491211
	Iteration 12Q: 3 clusters Score -1.194352e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76384 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -11944424.000000 Penalty: 3728.491211
	Iteration 13Q: 3 clusters Score -1.194442e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77678 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -11945313.000000 Penalty: 3728.491211
	Iteration 14Q: 3 clusters Score -1.194531e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78909 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -11946163.000000 Penalty: 3728.491211
	Iteration 15Q: 3 clusters Score -1.194616e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79957 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -11946860.000000 Penalty: 3728.491211
	Iteration 16Q: 3 clusters Score -1.194686e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80958 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -11947517.000000 Penalty: 3728.491211
	Iteration 17Q: 3 clusters Score -1.194752e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81838 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -11948023.000000 Penalty: 3728.491211
	Iteration 18Q: 3 clusters Score -1.194802e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82596 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -11948364.000000 Penalty: 3728.491211
	Iteration 19Q: 3 clusters Score -1.194836e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83287 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -11948720.000000 Penalty: 3728.491211
	Iteration 20F: 3 clusters Score -1.194872e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83892 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -11948998.000000 Penalty: 3728.491211
	Iteration 21Q: 3 clusters Score -1.1949e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84431 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -11949219.000000 Penalty: 3728.491211
	Iteration 22Q: 3 clusters Score -1.194922e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84950 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -11949381.000000 Penalty: 3728.491211
	Iteration 23Q: 3 clusters Score -1.194938e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85394 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -11949499.000000 Penalty: 3728.491211
	Iteration 24Q: 3 clusters Score -1.19495e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85825 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -11949631.000000 Penalty: 3728.491211
	Iteration 25Q: 3 clusters Score -1.194963e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86208 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -11949701.000000 Penalty: 3728.491211
	Iteration 26Q: 3 clusters Score -1.19497e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86562 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -11949789.000000 Penalty: 3728.491211
	Iteration 27Q: 3 clusters Score -1.194979e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86858 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -11949824.000000 Penalty: 3728.491211
	Iteration 28Q: 3 clusters Score -1.194982e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87143 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -11949931.000000 Penalty: 3728.491211
	Iteration 29Q: 3 clusters Score -1.194993e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87405 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -11949973.000000 Penalty: 3728.491211
	Iteration 30Q: 3 clusters Score -1.194997e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87627 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -11950030.000000 Penalty: 3728.491211
	Iteration 31Q: 3 clusters Score -1.195003e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87847 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -11950081.000000 Penalty: 3728.491211
	Iteration 32Q: 3 clusters Score -1.195008e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88058 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -11950113.000000 Penalty: 3728.491211
	Iteration 33Q: 3 clusters Score -1.195011e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88270 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -11950123.000000 Penalty: 3728.491211
	Iteration 34Q: 3 clusters Score -1.195012e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88484 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -11950187.000000 Penalty: 3728.491211
	Iteration 35Q: 3 clusters Score -1.195019e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88700 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -11950231.000000 Penalty: 3728.491211
	Iteration 36Q: 3 clusters Score -1.195023e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88913 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -11950243.000000 Penalty: 3728.491211
	Iteration 37Q: 3 clusters Score -1.195024e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89129 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -11950261.000000 Penalty: 3728.491211
	Iteration 38Q: 3 clusters Score -1.195026e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89307 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -11950311.000000 Penalty: 3728.491211
	Iteration 39Q: 3 clusters Score -1.195031e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89492 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -11950357.000000 Penalty: 3728.491211
	Iteration 40F: 3 clusters Score -1.195036e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89663 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -11950395.000000 Penalty: 3728.491211
	Iteration 41Q: 3 clusters Score -1.19504e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89837 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -11950428.000000 Penalty: 3728.491211
	Iteration 42Q: 3 clusters Score -1.195043e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90016 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -11950462.000000 Penalty: 3728.491211
	Iteration 43Q: 3 clusters Score -1.195046e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90171 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -11950503.000000 Penalty: 3728.491211
	Iteration 44Q: 3 clusters Score -1.19505e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90313 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -11950536.000000 Penalty: 3728.491211
	Iteration 45Q: 3 clusters Score -1.195054e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90458 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -11950557.000000 Penalty: 3728.491211
	Iteration 46Q: 3 clusters Score -1.195056e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90592 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -11950570.000000 Penalty: 3728.491211
	Iteration 47Q: 3 clusters Score -1.195057e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90705 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -11950574.000000 Penalty: 3728.491211
	Iteration 48Q: 3 clusters Score -1.195057e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90818 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -11950591.000000 Penalty: 3728.491211
	Iteration 49Q: 3 clusters Score -1.195059e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90915 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -11950613.000000 Penalty: 3728.491211
	Iteration 50Q: 3 clusters Score -1.195061e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91014 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -11950628.000000 Penalty: 3728.491211
	Iteration 51Q: 3 clusters Score -1.195063e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91124 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -11950662.000000 Penalty: 3728.491211
	Iteration 52Q: 3 clusters Score -1.195066e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91246 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -11950693.000000 Penalty: 3728.491211
	Iteration 53Q: 3 clusters Score -1.195069e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91360 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -11950743.000000 Penalty: 3728.491211
	Iteration 54Q: 3 clusters Score -1.195074e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91448 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -11950743.000000 Penalty: 3728.491211
	Iteration 55Q: 3 clusters Score -1.195074e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91518 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -11950756.000000 Penalty: 3728.491211
	Iteration 56Q: 3 clusters Score -1.195076e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91594 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -11950767.000000 Penalty: 3728.491211
	Iteration 57Q: 3 clusters Score -1.195077e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91657 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -11950769.000000 Penalty: 3728.491211
	Iteration 58Q: 3 clusters Score -1.195077e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91717 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -11950776.000000 Penalty: 3728.491211
	Iteration 59Q: 3 clusters Score -1.195078e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91780 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -11950791.000000 Penalty: 3728.491211
	Iteration 60F: 3 clusters Score -1.195079e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91840 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -11950815.000000 Penalty: 3728.491211
	Iteration 61Q: 3 clusters Score -1.195082e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91893 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -11950799.000000 Penalty: 3728.491211
	Iteration 62Q: 3 clusters Score -1.19508e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91954 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -11950803.000000 Penalty: 3728.491211
	Iteration 63Q: 3 clusters Score -1.19508e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92007 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -11950820.000000 Penalty: 3728.491211
	Iteration 64Q: 3 clusters Score -1.195082e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92052 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -11950835.000000 Penalty: 3728.491211
	Iteration 65Q: 3 clusters Score -1.195084e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92091 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -11950846.000000 Penalty: 3728.491211
	Iteration 66Q: 3 clusters Score -1.195085e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92134 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -11950851.000000 Penalty: 3728.491211
	Iteration 67Q: 3 clusters Score -1.195085e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92197 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -11950856.000000 Penalty: 3728.491211
	Iteration 68Q: 3 clusters Score -1.195086e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92246 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -11950888.000000 Penalty: 3728.491211
	Iteration 69Q: 3 clusters Score -1.195089e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92297 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -11950874.000000 Penalty: 3728.491211
	Iteration 70Q: 3 clusters Score -1.195087e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92340 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -11950909.000000 Penalty: 3728.491211
	Iteration 71Q: 3 clusters Score -1.195091e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92382 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -11950901.000000 Penalty: 3728.491211
	Iteration 72Q: 3 clusters Score -1.19509e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92431 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -11950911.000000 Penalty: 3728.491211
	Iteration 73Q: 3 clusters Score -1.195091e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92484 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -11950928.000000 Penalty: 3728.491211
	Iteration 74Q: 3 clusters Score -1.195093e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92534 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -11950932.000000 Penalty: 3728.491211
	Iteration 75Q: 3 clusters Score -1.195093e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92589 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -11950953.000000 Penalty: 3728.491211
	Iteration 76Q: 3 clusters Score -1.195095e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92653 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -11950987.000000 Penalty: 3728.491211
	Iteration 77Q: 3 clusters Score -1.195099e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92711 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -11950985.000000 Penalty: 3728.491211
	Iteration 78Q: 3 clusters Score -1.195098e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92769 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -11950986.000000 Penalty: 3728.491211
	Iteration 79Q: 3 clusters Score -1.195099e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92825 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -11950997.000000 Penalty: 3728.491211
	Iteration 80F: 3 clusters Score -1.1951e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92888 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -11951032.000000 Penalty: 3728.491211
	Iteration 81Q: 3 clusters Score -1.195103e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92935 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -11951053.000000 Penalty: 3728.491211
	Iteration 82Q: 3 clusters Score -1.195105e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92980 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -11951052.000000 Penalty: 3728.491211
	Iteration 83Q: 3 clusters Score -1.195105e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93023 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -11951055.000000 Penalty: 3728.491211
	Iteration 84Q: 3 clusters Score -1.195106e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93074 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -11951068.000000 Penalty: 3728.491211
	Iteration 85Q: 3 clusters Score -1.195107e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93111 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -11951069.000000 Penalty: 3728.491211
	Iteration 86Q: 3 clusters Score -1.195107e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93146 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -11951081.000000 Penalty: 3728.491211
	Iteration 87Q: 3 clusters Score -1.195108e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93183 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -11951108.000000 Penalty: 3728.491211
	Iteration 88Q: 3 clusters Score -1.195111e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93214 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -11951116.000000 Penalty: 3728.491211
	Iteration 89Q: 3 clusters Score -1.195112e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93245 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -11951121.000000 Penalty: 3728.491211
	Iteration 90Q: 3 clusters Score -1.195112e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93275 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -11951155.000000 Penalty: 3728.491211
	Iteration 91Q: 3 clusters Score -1.195116e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93298 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -11951166.000000 Penalty: 3728.491211
	Iteration 92Q: 3 clusters Score -1.195117e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93319 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -11951165.000000 Penalty: 3728.491211
	Iteration 93Q: 3 clusters Score -1.195116e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93345 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -11951173.000000 Penalty: 3728.491211
	Iteration 94Q: 3 clusters Score -1.195117e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93365 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -11951193.000000 Penalty: 3728.491211
	Iteration 95Q: 3 clusters Score -1.195119e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93388 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -11951214.000000 Penalty: 3728.491211
	Iteration 96Q: 3 clusters Score -1.195121e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93407 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -11951225.000000 Penalty: 3728.491211
	Iteration 97Q: 3 clusters Score -1.195122e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93432 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -11951222.000000 Penalty: 3728.491211
	Iteration 98Q: 3 clusters Score -1.195122e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93456 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -11951231.000000 Penalty: 3728.491211
	Iteration 99Q: 3 clusters Score -1.195123e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93465 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -11951231.000000 Penalty: 3728.491211
	Iteration 100F: 3 clusters Score -1.195123e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93471 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -11951240.000000 Penalty: 3728.491211
	Iteration 101Q: 3 clusters Score -1.195124e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93474 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -11951230.000000 Penalty: 3728.491211
	Iteration 102Q: 3 clusters Score -1.195123e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93480 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -11951247.000000 Penalty: 3728.491211
	Iteration 103Q: 3 clusters Score -1.195125e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93495 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -11951254.000000 Penalty: 3728.491211
	Iteration 104Q: 3 clusters Score -1.195125e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93511 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -11951251.000000 Penalty: 3728.491211
	Iteration 105Q: 3 clusters Score -1.195125e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93526 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -11951283.000000 Penalty: 3728.491211
	Iteration 106Q: 3 clusters Score -1.195128e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93532 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -11951266.000000 Penalty: 3728.491211
	Iteration 107Q: 3 clusters Score -1.195127e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93536 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -11951255.000000 Penalty: 3728.491211
	Iteration 108Q: 3 clusters Score -1.195126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93535 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -11951257.000000 Penalty: 3728.491211
	Iteration 109Q: 3 clusters Score -1.195126e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93533 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -11951269.000000 Penalty: 3728.491211
	Iteration 110Q: 3 clusters Score -1.195127e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93540 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -11951269.000000 Penalty: 3728.491211
	Iteration 111Q: 3 clusters Score -1.195127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93546 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -11951262.000000 Penalty: 3728.491211
	Iteration 112Q: 3 clusters Score -1.195126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93548 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -11951266.000000 Penalty: 3728.491211
	Iteration 113Q: 3 clusters Score -1.195127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93550 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -11951275.000000 Penalty: 3728.491211
	Iteration 114Q: 3 clusters Score -1.195128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93552 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -11951269.000000 Penalty: 3728.491211
	Iteration 115Q: 3 clusters Score -1.195127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93554 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -11951276.000000 Penalty: 3728.491211
	Iteration 116Q: 3 clusters Score -1.195128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93559 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -11951265.000000 Penalty: 3728.491211
	Iteration 117Q: 3 clusters Score -1.195126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93561 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -11951258.000000 Penalty: 3728.491211
	Iteration 118Q: 3 clusters Score -1.195126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93562 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -11951258.000000 Penalty: 3728.491211
	Iteration 119Q: 3 clusters Score -1.195126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93562 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -11951258.000000 Penalty: 3728.491211
	Iteration 120F: 3 clusters Score -1.195126e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Entering Unmasked Estep 
Score: -3032777.000000 Penalty: 1646.439819
	Iteration 0F: 2 clusters Score -3032777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -3015768.750000 Penalty: 3292.879639
	Iteration 0F: 3 clusters Score -3015769 nChanged 11542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -3022388.000000 Penalty: 3292.879639
	Iteration 1F: 3 clusters Score -3022388 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -3023442.500000 Penalty: 3292.879639
	Iteration 2F: 3 clusters Score -3023442 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -3024885.500000 Penalty: 3292.879639
	Iteration 3F: 3 clusters Score -3024886 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -3026132.500000 Penalty: 3292.879639
	Iteration 4F: 3 clusters Score -3026132 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -3027077.750000 Penalty: 3292.879639
	Iteration 5F: 3 clusters Score -3027078 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -3027636.500000 Penalty: 3292.879639
	Iteration 6F: 3 clusters Score -3027636 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -3028000.500000 Penalty: 3292.879639
	Iteration 7Q: 3 clusters Score -3028000 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -3028266.750000 Penalty: 3292.879639
	Iteration 8Q: 3 clusters Score -3028267 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -3028442.250000 Penalty: 3292.879639
	Iteration 9Q: 3 clusters Score -3028442 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -3028566.750000 Penalty: 3292.879639
	Iteration 10Q: 3 clusters Score -3028567 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -3028660.500000 Penalty: 3292.879639
	Iteration 11Q: 3 clusters Score -3028660 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -3028748.000000 Penalty: 3292.879639
	Iteration 12Q: 3 clusters Score -3028748 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -3028794.500000 Penalty: 3292.879639
	Iteration 13Q: 3 clusters Score -3028794 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -3028840.500000 Penalty: 3292.879639
	Iteration 14Q: 3 clusters Score -3028840 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -3028894.000000 Penalty: 3292.879639
	Iteration 15Q: 3 clusters Score -3028894 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -3028923.000000 Penalty: 3292.879639
	Iteration 16Q: 3 clusters Score -3028923 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -3028954.750000 Penalty: 3292.879639
	Iteration 17Q: 3 clusters Score -3028955 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -3028973.750000 Penalty: 3292.879639
	Iteration 18Q: 3 clusters Score -3028974 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -3028977.500000 Penalty: 3292.879639
	Iteration 19Q: 3 clusters Score -3028978 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -3029001.250000 Penalty: 3292.879639
	Iteration 20F: 3 clusters Score -3029001 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -3029019.250000 Penalty: 3292.879639
	Iteration 21Q: 3 clusters Score -3029019 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -3029032.750000 Penalty: 3292.879639
	Iteration 22Q: 3 clusters Score -3029033 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -3029054.500000 Penalty: 3292.879639
	Iteration 23Q: 3 clusters Score -3029054 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -3029071.000000 Penalty: 3292.879639
	Iteration 24Q: 3 clusters Score -3029071 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -3029077.750000 Penalty: 3292.879639
	Iteration 25Q: 3 clusters Score -3029078 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -3029105.500000 Penalty: 3292.879639
	Iteration 26Q: 3 clusters Score -3029106 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -3029128.750000 Penalty: 3292.879639
	Iteration 27Q: 3 clusters Score -3029129 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -3029157.500000 Penalty: 3292.879639
	Iteration 28Q: 3 clusters Score -3029158 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -3029191.750000 Penalty: 3292.879639
	Iteration 29Q: 3 clusters Score -3029192 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -3029229.000000 Penalty: 3292.879639
	Iteration 30Q: 3 clusters Score -3029229 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -3029254.250000 Penalty: 3292.879639
	Iteration 31Q: 3 clusters Score -3029254 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -3029291.000000 Penalty: 3292.879639
	Iteration 32Q: 3 clusters Score -3029291 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -3029314.250000 Penalty: 3292.879639
	Iteration 33Q: 3 clusters Score -3029314 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -3029337.000000 Penalty: 3292.879639
	Iteration 34Q: 3 clusters Score -3029337 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -3029385.500000 Penalty: 3292.879639
	Iteration 35Q: 3 clusters Score -3029386 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -3029407.500000 Penalty: 3292.879639
	Iteration 36Q: 3 clusters Score -3029408 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -3029443.500000 Penalty: 3292.879639
	Iteration 37Q: 3 clusters Score -3029444 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -3029494.250000 Penalty: 3292.879639
	Iteration 38Q: 3 clusters Score -3029494 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -3029523.500000 Penalty: 3292.879639
	Iteration 39Q: 3 clusters Score -3029524 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -3029578.500000 Penalty: 3292.879639
	Iteration 40F: 3 clusters Score -3029578 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -3029615.500000 Penalty: 3292.879639
	Iteration 41Q: 3 clusters Score -3029616 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3029668 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -3029732.750000 Penalty: 3292.879639
	Iteration 43Q: 3 clusters Score -3029733 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3029780 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -3029854.000000 Penalty: 3292.879639
	Iteration 45Q: 3 clusters Score -3029854 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -3029935.000000 Penalty: 3292.879639
	Iteration 46Q: 3 clusters Score -3029935 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -3030004.250000 Penalty: 3292.879639
	Iteration 47Q: 3 clusters Score -3030004 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -3030102.250000 Penalty: 3292.879639
	Iteration 48Q: 3 clusters Score -3030102 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3030197 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3030274 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3030379 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3030507 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -3030642.750000 Penalty: 3292.879639
	Iteration 53Q: 3 clusters Score -3030643 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3030776 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -3030939.000000 Penalty: 3292.879639
	Iteration 55Q: 3 clusters Score -3030939 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -3031102.500000 Penalty: 3292.879639
	Iteration 56Q: 3 clusters Score -3031102 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3031276 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -3031425.750000 Penalty: 3292.879639
	Iteration 58Q: 3 clusters Score -3031426 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -3031538.500000 Penalty: 3292.879639
	Iteration 59Q: 3 clusters Score -3031538 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -3031621.750000 Penalty: 3292.879639
	Iteration 60F: 3 clusters Score -3031622 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -3031691.500000 Penalty: 3292.879639
	Iteration 61Q: 3 clusters Score -3031692 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -3031735.500000 Penalty: 3292.879639
	Iteration 62Q: 3 clusters Score -3031736 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -3031756.750000 Penalty: 3292.879639
	Iteration 63Q: 3 clusters Score -3031757 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3031781.500000 Penalty: 3292.879639
	Iteration 64Q: 3 clusters Score -3031782 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3031807.500000 Penalty: 3292.879639
	Iteration 65Q: 3 clusters Score -3031808 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -3031815.750000 Penalty: 3292.879639
	Iteration 66Q: 3 clusters Score -3031816 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -3031818.500000 Penalty: 3292.879639
	Iteration 67Q: 3 clusters Score -3031818 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3031828.000000 Penalty: 3292.879639
	Iteration 68Q: 3 clusters Score -3031828 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -3031835.750000 Penalty: 3292.879639
	Iteration 69Q: 3 clusters Score -3031836 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -3031837.750000 Penalty: 3292.879639
	Iteration 70Q: 3 clusters Score -3031838 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3031853.250000 Penalty: 3292.879639
	Iteration 71Q: 3 clusters Score -3031853 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -3031859.250000 Penalty: 3292.879639
	Iteration 72Q: 3 clusters Score -3031859 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3031867.000000 Penalty: 3292.879639
	Iteration 73Q: 3 clusters Score -3031867 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3031875.250000 Penalty: 3292.879639
	Iteration 74Q: 3 clusters Score -3031875 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3031880.000000 Penalty: 3292.879639
	Iteration 75Q: 3 clusters Score -3031880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -3031888.750000 Penalty: 3292.879639
	Iteration 76Q: 3 clusters Score -3031889 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3031890.500000 Penalty: 3292.879639
	Iteration 77Q: 3 clusters Score -3031890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3031893.250000 Penalty: 3292.879639
	Iteration 78Q: 3 clusters Score -3031893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3031893.500000 Penalty: 3292.879639
	Iteration 79Q: 3 clusters Score -3031894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3031897.250000 Penalty: 3292.879639
	Iteration 80F: 3 clusters Score -3031897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3031899.000000 Penalty: 3292.879639
	Iteration 81Q: 3 clusters Score -3031899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3031900.250000 Penalty: 3292.879639
	Iteration 82Q: 3 clusters Score -3031900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3031903.500000 Penalty: 3292.879639
	Iteration 83Q: 3 clusters Score -3031904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3031901.000000 Penalty: 3292.879639
	Iteration 84Q: 3 clusters Score -3031901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3031903.500000 Penalty: 3292.879639
	Iteration 85Q: 3 clusters Score -3031904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3031909.750000 Penalty: 3292.879639
	Iteration 86Q: 3 clusters Score -3031910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3031910.750000 Penalty: 3292.879639
	Iteration 87Q: 3 clusters Score -3031911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3031909.250000 Penalty: 3292.879639
	Iteration 88Q: 3 clusters Score -3031909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3031910.250000 Penalty: 3292.879639
	Iteration 89Q: 3 clusters Score -3031910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3031916.250000 Penalty: 3292.879639
	Iteration 90Q: 3 clusters Score -3031916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3031917.250000 Penalty: 3292.879639
	Iteration 91Q: 3 clusters Score -3031917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3031926.000000 Penalty: 3292.879639
	Iteration 92Q: 3 clusters Score -3031926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3031922.250000 Penalty: 3292.879639
	Iteration 93Q: 3 clusters Score -3031922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3031926.500000 Penalty: 3292.879639
	Iteration 94Q: 3 clusters Score -3031926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3031925.250000 Penalty: 3292.879639
	Iteration 95Q: 3 clusters Score -3031925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3031930.750000 Penalty: 3292.879639
	Iteration 96Q: 3 clusters Score -3031931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3031928.500000 Penalty: 3292.879639
	Iteration 97Q: 3 clusters Score -3031928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3031927.500000 Penalty: 3292.879639
	Iteration 98Q: 3 clusters Score -3031928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3031933.000000 Penalty: 3292.879639
	Iteration 99Q: 3 clusters Score -3031933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3031935.000000 Penalty: 3292.879639
	Iteration 100F: 3 clusters Score -3031935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3031939.750000 Penalty: 3292.879639
	Iteration 101Q: 3 clusters Score -3031940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3031938.000000 Penalty: 3292.879639
	Iteration 102Q: 3 clusters Score -3031938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3031943.250000 Penalty: 3292.879639
	Iteration 103Q: 3 clusters Score -3031943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3031941.500000 Penalty: 3292.879639
	Iteration 104Q: 3 clusters Score -3031942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3031946.000000 Penalty: 3292.879639
	Iteration 105Q: 3 clusters Score -3031946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3031947.500000 Penalty: 3292.879639
	Iteration 106Q: 3 clusters Score -3031948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3031946.750000 Penalty: 3292.879639
	Iteration 107Q: 3 clusters Score -3031947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3031946.250000 Penalty: 3292.879639
	Iteration 108Q: 3 clusters Score -3031946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3031943.250000 Penalty: 3292.879639
	Iteration 109Q: 3 clusters Score -3031943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3031945.500000 Penalty: 3292.879639
	Iteration 110Q: 3 clusters Score -3031946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3031946.250000 Penalty: 3292.879639
	Iteration 111Q: 3 clusters Score -3031946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3031947.750000 Penalty: 3292.879639
	Iteration 112Q: 3 clusters Score -3031948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3031949.000000 Penalty: 3292.879639
	Iteration 113Q: 3 clusters Score -3031949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3031948.250000 Penalty: 3292.879639
	Iteration 114Q: 3 clusters Score -3031948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3031948.250000 Penalty: 3292.879639
	Iteration 115F: 3 clusters Score -3031948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (72309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72309 members 
Entering Unmasked Estep 
Score: -8935112.000000 Penalty: 1818.164307
	Iteration 0F: 2 clusters Score -8935112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -8886696.000000 Penalty: 3636.328613
	Iteration 0F: 3 clusters Score -8886696 nChanged 34371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -8906530.000000 Penalty: 3636.328613
	Iteration 1F: 3 clusters Score -8906530 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -8907258.000000 Penalty: 3636.328613
	Iteration 2Q: 3 clusters Score -8907258 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -8908102.000000 Penalty: 3636.328613
	Iteration 3Q: 3 clusters Score -8908102 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -8909359.000000 Penalty: 3636.328613
	Iteration 4Q: 3 clusters Score -8909359 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -8911235.000000 Penalty: 3636.328613
	Iteration 5Q: 3 clusters Score -8911235 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -8913902.000000 Penalty: 3636.328613
	Iteration 6F: 3 clusters Score -8913902 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -8917339.000000 Penalty: 3636.328613
	Iteration 7F: 3 clusters Score -8917339 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -8920125.000000 Penalty: 3636.328613
	Iteration 8F: 3 clusters Score -8920125 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -8921494.000000 Penalty: 3636.328613
	Iteration 9Q: 3 clusters Score -8921494 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -8922053.000000 Penalty: 3636.328613
	Iteration 10Q: 3 clusters Score -8922053 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -8922279.000000 Penalty: 3636.328613
	Iteration 11Q: 3 clusters Score -8922279 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -8922360.000000 Penalty: 3636.328613
	Iteration 12Q: 3 clusters Score -8922360 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -8922470.000000 Penalty: 3636.328613
	Iteration 13Q: 3 clusters Score -8922470 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -8922558.000000 Penalty: 3636.328613
	Iteration 14Q: 3 clusters Score -8922558 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -8922603.000000 Penalty: 3636.328613
	Iteration 15Q: 3 clusters Score -8922603 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -8922665.000000 Penalty: 3636.328613
	Iteration 16Q: 3 clusters Score -8922665 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -8922718.000000 Penalty: 3636.328613
	Iteration 17Q: 3 clusters Score -8922718 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -8922766.000000 Penalty: 3636.328613
	Iteration 18Q: 3 clusters Score -8922766 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -8922836.000000 Penalty: 3636.328613
	Iteration 19Q: 3 clusters Score -8922836 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -8922877.000000 Penalty: 3636.328613
	Iteration 20F: 3 clusters Score -8922877 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -8922934.000000 Penalty: 3636.328613
	Iteration 21Q: 3 clusters Score -8922934 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -8922999.000000 Penalty: 3636.328613
	Iteration 22Q: 3 clusters Score -8922999 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -8923090.000000 Penalty: 3636.328613
	Iteration 23Q: 3 clusters Score -8923090 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -8923130.000000 Penalty: 3636.328613
	Iteration 24Q: 3 clusters Score -8923130 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47033 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -8923235.000000 Penalty: 3636.328613
	Iteration 25Q: 3 clusters Score -8923235 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -8923337.000000 Penalty: 3636.328613
	Iteration 26Q: 3 clusters Score -8923337 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48283 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -8923440.000000 Penalty: 3636.328613
	Iteration 27Q: 3 clusters Score -8923440 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -8923536.000000 Penalty: 3636.328613
	Iteration 28Q: 3 clusters Score -8923536 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49834 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -8923721.000000 Penalty: 3636.328613
	Iteration 29Q: 3 clusters Score -8923721 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50726 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -8923898.000000 Penalty: 3636.328613
	Iteration 30Q: 3 clusters Score -8923898 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51694 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -8924069.000000 Penalty: 3636.328613
	Iteration 31Q: 3 clusters Score -8924069 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52770 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -8924335.000000 Penalty: 3636.328613
	Iteration 32Q: 3 clusters Score -8924335 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54010 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -8924700.000000 Penalty: 3636.328613
	Iteration 33Q: 3 clusters Score -8924700 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55374 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -8925135.000000 Penalty: 3636.328613
	Iteration 34Q: 3 clusters Score -8925135 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56830 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -8925688.000000 Penalty: 3636.328613
	Iteration 35Q: 3 clusters Score -8925688 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58306 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -8926255.000000 Penalty: 3636.328613
	Iteration 36Q: 3 clusters Score -8926255 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59885 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -8926926.000000 Penalty: 3636.328613
	Iteration 37Q: 3 clusters Score -8926926 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61449 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -8927623.000000 Penalty: 3636.328613
	Iteration 38Q: 3 clusters Score -8927623 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63023 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -8928314.000000 Penalty: 3636.328613
	Iteration 39Q: 3 clusters Score -8928314 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64513 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -8929073.000000 Penalty: 3636.328613
	Iteration 40F: 3 clusters Score -8929073 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65909 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -8929827.000000 Penalty: 3636.328613
	Iteration 41Q: 3 clusters Score -8929827 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67196 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -8930576.000000 Penalty: 3636.328613
	Iteration 42Q: 3 clusters Score -8930576 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68283 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -8931211.000000 Penalty: 3636.328613
	Iteration 43Q: 3 clusters Score -8931211 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69223 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -8931788.000000 Penalty: 3636.328613
	Iteration 44Q: 3 clusters Score -8931788 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69990 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -8932255.000000 Penalty: 3636.328613
	Iteration 45Q: 3 clusters Score -8932255 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70560 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -8932628.000000 Penalty: 3636.328613
	Iteration 46Q: 3 clusters Score -8932628 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71019 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -8932866.000000 Penalty: 3636.328613
	Iteration 47Q: 3 clusters Score -8932866 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71324 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8933067.000000 Penalty: 3636.328613
	Iteration 48Q: 3 clusters Score -8933067 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71532 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8933221.000000 Penalty: 3636.328613
	Iteration 49Q: 3 clusters Score -8933221 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71655 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8933318.000000 Penalty: 3636.328613
	Iteration 50Q: 3 clusters Score -8933318 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71738 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8933356.000000 Penalty: 3636.328613
	Iteration 51Q: 3 clusters Score -8933356 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71792 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8933390.000000 Penalty: 3636.328613
	Iteration 52Q: 3 clusters Score -8933390 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71836 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8933417.000000 Penalty: 3636.328613
	Iteration 53Q: 3 clusters Score -8933417 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71865 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8933431.000000 Penalty: 3636.328613
	Iteration 54Q: 3 clusters Score -8933431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71883 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8933465.000000 Penalty: 3636.328613
	Iteration 55Q: 3 clusters Score -8933465 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71900 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8933479.000000 Penalty: 3636.328613
	Iteration 56Q: 3 clusters Score -8933479 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71914 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8933506.000000 Penalty: 3636.328613
	Iteration 57Q: 3 clusters Score -8933506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71930 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8933516.000000 Penalty: 3636.328613
	Iteration 58Q: 3 clusters Score -8933516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71942 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -8933534.000000 Penalty: 3636.328613
	Iteration 59Q: 3 clusters Score -8933534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71955 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8933538.000000 Penalty: 3636.328613
	Iteration 60F: 3 clusters Score -8933538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71965 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8933556.000000 Penalty: 3636.328613
	Iteration 61Q: 3 clusters Score -8933556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71975 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8933566.000000 Penalty: 3636.328613
	Iteration 62Q: 3 clusters Score -8933566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71979 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8933569.000000 Penalty: 3636.328613
	Iteration 63Q: 3 clusters Score -8933569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71983 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8933571.000000 Penalty: 3636.328613
	Iteration 64Q: 3 clusters Score -8933571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71984 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8933572.000000 Penalty: 3636.328613
	Iteration 65Q: 3 clusters Score -8933572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71984 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8933572.000000 Penalty: 3636.328613
	Iteration 66F: 3 clusters Score -8933572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Entering Unmasked Estep 
Score: -153161.453125 Penalty: 1180.518677
	Iteration 0F: 2 clusters Score -153161.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -151505.296875 Penalty: 2361.037354
	Iteration 0F: 3 clusters Score -151505.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -151946.062500 Penalty: 2361.037354
	Iteration 1F: 3 clusters Score -151946.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -152099.734375 Penalty: 2361.037354
	Iteration 2F: 3 clusters Score -152099.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -152206.156250 Penalty: 2361.037354
	Iteration 3F: 3 clusters Score -152206.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -152326.359375 Penalty: 2361.037354
	Iteration 4Q: 3 clusters Score -152326.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -152478.640625 Penalty: 2361.037354
	Iteration 5Q: 3 clusters Score -152478.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -152590.859375 Penalty: 2361.037354
	Iteration 6F: 3 clusters Score -152590.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -152680.359375 Penalty: 2361.037354
	Iteration 7Q: 3 clusters Score -152680.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -152740.578125 Penalty: 2361.037354
	Iteration 8Q: 3 clusters Score -152740.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -152791.640625 Penalty: 2361.037354
	Iteration 9Q: 3 clusters Score -152791.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -152838.265625 Penalty: 2361.037354
	Iteration 10Q: 3 clusters Score -152838.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -152863.859375 Penalty: 2361.037354
	Iteration 11Q: 3 clusters Score -152863.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -152885.453125 Penalty: 2361.037354
	Iteration 12Q: 3 clusters Score -152885.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -152895.875000 Penalty: 2361.037354
	Iteration 13Q: 3 clusters Score -152895.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -152900.593750 Penalty: 2361.037354
	Iteration 14Q: 3 clusters Score -152900.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -152906.265625 Penalty: 2361.037354
	Iteration 15Q: 3 clusters Score -152906.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -152910.875000 Penalty: 2361.037354
	Iteration 16Q: 3 clusters Score -152910.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -152912.906250 Penalty: 2361.037354
	Iteration 17Q: 3 clusters Score -152912.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -152914.687500 Penalty: 2361.037354
	Iteration 18Q: 3 clusters Score -152914.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -152915.765625 Penalty: 2361.037354
	Iteration 19Q: 3 clusters Score -152915.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -152917.921875 Penalty: 2361.037354
	Iteration 20F: 3 clusters Score -152917.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Entering Unmasked Estep 
Score: -605138.625000 Penalty: 1379.295166
	Iteration 0F: 2 clusters Score -605138.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -601293.375000 Penalty: 2758.590332
	Iteration 0F: 3 clusters Score -601293.4 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -602407.375000 Penalty: 2758.590332
	Iteration 1F: 3 clusters Score -602407.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -602631.750000 Penalty: 2758.590332
	Iteration 2F: 3 clusters Score -602631.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -602789.937500 Penalty: 2758.590332
	Iteration 3F: 3 clusters Score -602789.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -602910.125000 Penalty: 2758.590332
	Iteration 4Q: 3 clusters Score -602910.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -603019.812500 Penalty: 2758.590332
	Iteration 5Q: 3 clusters Score -603019.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -603120.875000 Penalty: 2758.590332
	Iteration 6Q: 3 clusters Score -603120.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -603222.875000 Penalty: 2758.590332
	Iteration 7Q: 3 clusters Score -603222.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -603319.062500 Penalty: 2758.590332
	Iteration 8Q: 3 clusters Score -603319.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -603400.125000 Penalty: 2758.590332
	Iteration 9Q: 3 clusters Score -603400.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -603460.062500 Penalty: 2758.590332
	Iteration 10Q: 3 clusters Score -603460.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -603511.250000 Penalty: 2758.590332
	Iteration 11Q: 3 clusters Score -603511.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -603561.937500 Penalty: 2758.590332
	Iteration 12Q: 3 clusters Score -603561.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -603610.687500 Penalty: 2758.590332
	Iteration 13Q: 3 clusters Score -603610.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -603650.187500 Penalty: 2758.590332
	Iteration 14Q: 3 clusters Score -603650.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -603686.125000 Penalty: 2758.590332
	Iteration 15Q: 3 clusters Score -603686.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -603726.000000 Penalty: 2758.590332
	Iteration 16Q: 3 clusters Score -603726 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -603760.687500 Penalty: 2758.590332
	Iteration 17Q: 3 clusters Score -603760.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -603794.937500 Penalty: 2758.590332
	Iteration 18Q: 3 clusters Score -603794.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -603821.687500 Penalty: 2758.590332
	Iteration 19Q: 3 clusters Score -603821.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -603837.312500 Penalty: 2758.590332
	Iteration 20F: 3 clusters Score -603837.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -603850.937500 Penalty: 2758.590332
	Iteration 21Q: 3 clusters Score -603850.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -603860.687500 Penalty: 2758.590332
	Iteration 22Q: 3 clusters Score -603860.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -603868.187500 Penalty: 2758.590332
	Iteration 23Q: 3 clusters Score -603868.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -603875.250000 Penalty: 2758.590332
	Iteration 24Q: 3 clusters Score -603875.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -603881.812500 Penalty: 2758.590332
	Iteration 25Q: 3 clusters Score -603881.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -603888.812500 Penalty: 2758.590332
	Iteration 26Q: 3 clusters Score -603888.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -603894.625000 Penalty: 2758.590332
	Iteration 27Q: 3 clusters Score -603894.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -603900.875000 Penalty: 2758.590332
	Iteration 28Q: 3 clusters Score -603900.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -603909.937500 Penalty: 2758.590332
	Iteration 29Q: 3 clusters Score -603909.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -603912.375000 Penalty: 2758.590332
	Iteration 30Q: 3 clusters Score -603912.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -603913.937500 Penalty: 2758.590332
	Iteration 31Q: 3 clusters Score -603913.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -603920.187500 Penalty: 2758.590332
	Iteration 32Q: 3 clusters Score -603920.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -603930.062500 Penalty: 2758.590332
	Iteration 33Q: 3 clusters Score -603930.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -603932.125000 Penalty: 2758.590332
	Iteration 34Q: 3 clusters Score -603932.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -603934.562500 Penalty: 2758.590332
	Iteration 35Q: 3 clusters Score -603934.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -603936.500000 Penalty: 2758.590332
	Iteration 36Q: 3 clusters Score -603936.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -603938.562500 Penalty: 2758.590332
	Iteration 37Q: 3 clusters Score -603938.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -603941.250000 Penalty: 2758.590332
	Iteration 38Q: 3 clusters Score -603941.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -603942.937500 Penalty: 2758.590332
	Iteration 39Q: 3 clusters Score -603942.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -603944.687500 Penalty: 2758.590332
	Iteration 40F: 3 clusters Score -603944.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -603944.812500 Penalty: 2758.590332
	Iteration 41Q: 3 clusters Score -603944.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -603945.937500 Penalty: 2758.590332
	Iteration 42Q: 3 clusters Score -603945.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -603945.937500 Penalty: 2758.590332
	Iteration 43F: 3 clusters Score -603945.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Entering Unmasked Estep 
Score: -1200822.500000 Penalty: 1491.646851
	Iteration 0F: 2 clusters Score -1200822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1193893.375000 Penalty: 2983.293701
	Iteration 0F: 3 clusters Score -1193893 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1196189.625000 Penalty: 2983.293701
	Iteration 1F: 3 clusters Score -1196190 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1196467.750000 Penalty: 2983.293701
	Iteration 2F: 3 clusters Score -1196468 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1196688.500000 Penalty: 2983.293701
	Iteration 3F: 3 clusters Score -1196688 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1196906.125000 Penalty: 2983.293701
	Iteration 4Q: 3 clusters Score -1196906 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1197133.875000 Penalty: 2983.293701
	Iteration 5Q: 3 clusters Score -1197134 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1197390.750000 Penalty: 2983.293701
	Iteration 6Q: 3 clusters Score -1197391 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1197707.125000 Penalty: 2983.293701
	Iteration 7F: 3 clusters Score -1197707 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1198083.750000 Penalty: 2983.293701
	Iteration 8F: 3 clusters Score -1198084 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1198478.000000 Penalty: 2983.293701
	Iteration 9F: 3 clusters Score -1198478 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1198797.750000 Penalty: 2983.293701
	Iteration 10Q: 3 clusters Score -1198798 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1199070.875000 Penalty: 2983.293701
	Iteration 11Q: 3 clusters Score -1199071 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1199288.625000 Penalty: 2983.293701
	Iteration 12Q: 3 clusters Score -1199289 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1199441.875000 Penalty: 2983.293701
	Iteration 13Q: 3 clusters Score -1199442 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1199538.000000 Penalty: 2983.293701
	Iteration 14Q: 3 clusters Score -1199538 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1199591.375000 Penalty: 2983.293701
	Iteration 15Q: 3 clusters Score -1199591 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1199626.750000 Penalty: 2983.293701
	Iteration 16Q: 3 clusters Score -1199627 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1199662.750000 Penalty: 2983.293701
	Iteration 17Q: 3 clusters Score -1199663 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1199674.625000 Penalty: 2983.293701
	Iteration 18Q: 3 clusters Score -1199675 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1199695.500000 Penalty: 2983.293701
	Iteration 19Q: 3 clusters Score -1199696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1199714.000000 Penalty: 2983.293701
	Iteration 20F: 3 clusters Score -1199714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1199726.750000 Penalty: 2983.293701
	Iteration 21Q: 3 clusters Score -1199727 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1199734.750000 Penalty: 2983.293701
	Iteration 22Q: 3 clusters Score -1199735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1199739.875000 Penalty: 2983.293701
	Iteration 23Q: 3 clusters Score -1199740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1199745.125000 Penalty: 2983.293701
	Iteration 24Q: 3 clusters Score -1199745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1199750.000000 Penalty: 2983.293701
	Iteration 25Q: 3 clusters Score -1199750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1199751.750000 Penalty: 2983.293701
	Iteration 26Q: 3 clusters Score -1199752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1199753.000000 Penalty: 2983.293701
	Iteration 27Q: 3 clusters Score -1199753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1199754.125000 Penalty: 2983.293701
	Iteration 28Q: 3 clusters Score -1199754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1199755.875000 Penalty: 2983.293701
	Iteration 29Q: 3 clusters Score -1199756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1199757.000000 Penalty: 2983.293701
	Iteration 30Q: 3 clusters Score -1199757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1199757.375000 Penalty: 2983.293701
	Iteration 31Q: 3 clusters Score -1199757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1199758.250000 Penalty: 2983.293701
	Iteration 32Q: 3 clusters Score -1199758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1199759.250000 Penalty: 2983.293701
	Iteration 33Q: 3 clusters Score -1199759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1199760.000000 Penalty: 2983.293701
	Iteration 34Q: 3 clusters Score -1199760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1199760.250000 Penalty: 2983.293701
	Iteration 35Q: 3 clusters Score -1199760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1199760.625000 Penalty: 2983.293701
	Iteration 36Q: 3 clusters Score -1199761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1199760.000000 Penalty: 2983.293701
	Iteration 37Q: 3 clusters Score -1199760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1199760.000000 Penalty: 2983.293701
	Iteration 38F: 3 clusters Score -1199760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (81865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81865 members 
Entering Unmasked Estep 
Score: -9955011.000000 Penalty: 1838.334351
	Iteration 0F: 2 clusters Score -9955011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -9900535.000000 Penalty: 3676.668701
	Iteration 0F: 3 clusters Score -9900535 nChanged 38773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -9922760.000000 Penalty: 3676.668701
	Iteration 1F: 3 clusters Score -9922760 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -9923451.000000 Penalty: 3676.668701
	Iteration 2Q: 3 clusters Score -9923451 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -9924228.000000 Penalty: 3676.668701
	Iteration 3Q: 3 clusters Score -9924228 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -9925093.000000 Penalty: 3676.668701
	Iteration 4Q: 3 clusters Score -9925093 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -9926078.000000 Penalty: 3676.668701
	Iteration 5Q: 3 clusters Score -9926078 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -9927233.000000 Penalty: 3676.668701
	Iteration 6Q: 3 clusters Score -9927233 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -9928790.000000 Penalty: 3676.668701
	Iteration 7Q: 3 clusters Score -9928790 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 44690 members 
Entering Unmasked Estep 
Score: -9930975.000000 Penalty: 3676.668701
	Iteration 8Q: 3 clusters Score -9930975 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -9933994 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 46313 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -9936986 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 46918 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -9938901 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9939605 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 48105 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9939763 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 48762 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9939955 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
Score: -9940109.000000 Penalty: 3676.668701
	Iteration 15Q: 3 clusters Score -9940109 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 50188 members 
Entering Unmasked Estep 
Score: -9940334.000000 Penalty: 3676.668701
	Iteration 16Q: 3 clusters Score -9940334 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9940486 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 51699 members 
Entering Unmasked Estep 
Score: -9940670.000000 Penalty: 3676.668701
	Iteration 18Q: 3 clusters Score -9940670 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 52537 members 
Entering Unmasked Estep 
Score: -9940850.000000 Penalty: 3676.668701
	Iteration 19Q: 3 clusters Score -9940850 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 53430 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9941060 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 54368 members 
Entering Unmasked Estep 
Score: -9941322.000000 Penalty: 3676.668701
	Iteration 21Q: 3 clusters Score -9941322 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 55398 members 
Entering Unmasked Estep 
Score: -9941584.000000 Penalty: 3676.668701
	Iteration 22Q: 3 clusters Score -9941584 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 56520 members 
Entering Unmasked Estep 
Score: -9941941.000000 Penalty: 3676.668701
	Iteration 23Q: 3 clusters Score -9941941 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 57641 members 
Entering Unmasked Estep 
Score: -9942282.000000 Penalty: 3676.668701
	Iteration 24Q: 3 clusters Score -9942282 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 58818 members 
Entering Unmasked Estep 
Score: -9942636.000000 Penalty: 3676.668701
	Iteration 25Q: 3 clusters Score -9942636 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 60087 members 
Entering Unmasked Estep 
Score: -9943103.000000 Penalty: 3676.668701
	Iteration 26Q: 3 clusters Score -9943103 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 61418 members 
Entering Unmasked Estep 
Score: -9943659.000000 Penalty: 3676.668701
	Iteration 27Q: 3 clusters Score -9943659 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 62804 members 
Entering Unmasked Estep 
Score: -9944327.000000 Penalty: 3676.668701
	Iteration 28Q: 3 clusters Score -9944327 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 64237 members 
Entering Unmasked Estep 
Score: -9945190.000000 Penalty: 3676.668701
	Iteration 29Q: 3 clusters Score -9945190 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 65604 members 
Entering Unmasked Estep 
Score: -9946110.000000 Penalty: 3676.668701
	Iteration 30Q: 3 clusters Score -9946110 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 66849 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9947189 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 67982 members 
Entering Unmasked Estep 
Score: -9948273.000000 Penalty: 3676.668701
	Iteration 32Q: 3 clusters Score -9948273 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 68848 members 
Entering Unmasked Estep 
Score: -9949032.000000 Penalty: 3676.668701
	Iteration 33Q: 3 clusters Score -9949032 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 69530 members 
Entering Unmasked Estep 
Score: -9949578.000000 Penalty: 3676.668701
	Iteration 34Q: 3 clusters Score -9949578 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 70078 members 
Entering Unmasked Estep 
Score: -9949890.000000 Penalty: 3676.668701
	Iteration 35Q: 3 clusters Score -9949890 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 70609 members 
Entering Unmasked Estep 
Score: -9950118.000000 Penalty: 3676.668701
	Iteration 36Q: 3 clusters Score -9950118 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 71134 members 
Entering Unmasked Estep 
Score: -9950334.000000 Penalty: 3676.668701
	Iteration 37Q: 3 clusters Score -9950334 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 71646 members 
Entering Unmasked Estep 
Score: -9950496.000000 Penalty: 3676.668701
	Iteration 38Q: 3 clusters Score -9950496 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 72143 members 
Entering Unmasked Estep 
Score: -9950629.000000 Penalty: 3676.668701
	Iteration 39Q: 3 clusters Score -9950629 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 72619 members 
Entering Unmasked Estep 
Score: -9950762.000000 Penalty: 3676.668701
	Iteration 40F: 3 clusters Score -9950762 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 73054 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9950898 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 73516 members 
Entering Unmasked Estep 
Score: -9951030.000000 Penalty: 3676.668701
	Iteration 42Q: 3 clusters Score -9951030 nChanged 479
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 73981 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9951149 nChanged 463
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 74420 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9951320 nChanged 441
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 74851 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9951445 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 75318 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9951578 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 75795 members 
Entering Unmasked Estep 
Score: -9951748.000000 Penalty: 3676.668701
	Iteration 47Q: 3 clusters Score -9951748 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 76284 members 
Entering Unmasked Estep 
Score: -9951946.000000 Penalty: 3676.668701
	Iteration 48Q: 3 clusters Score -9951946 nChanged 480
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 76756 members 
Entering Unmasked Estep 
Score: -9952105.000000 Penalty: 3676.668701
	Iteration 49Q: 3 clusters Score -9952105 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 77187 members 
Entering Unmasked Estep 
Score: -9952217.000000 Penalty: 3676.668701
	Iteration 50Q: 3 clusters Score -9952217 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 77621 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9952378 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 78003 members 
Entering Unmasked Estep 
Score: -9952529.000000 Penalty: 3676.668701
	Iteration 52Q: 3 clusters Score -9952529 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 78369 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9952690 nChanged 339
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 78686 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9952796 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 78969 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9952893 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 79211 members 
Entering Unmasked Estep 
Score: -9953013.000000 Penalty: 3676.668701
	Iteration 56Q: 3 clusters Score -9953013 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 79400 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9953066 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 79540 members 
Entering Unmasked Estep 
Score: -9953115.000000 Penalty: 3676.668701
	Iteration 58Q: 3 clusters Score -9953115 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 79665 members 
Entering Unmasked Estep 
Score: -9953141.000000 Penalty: 3676.668701
	Iteration 59Q: 3 clusters Score -9953141 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 79779 members 
Entering Unmasked Estep 
Score: -9953192.000000 Penalty: 3676.668701
	Iteration 60F: 3 clusters Score -9953192 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 79890 members 
Entering Unmasked Estep 
Score: -9953216.000000 Penalty: 3676.668701
	Iteration 61Q: 3 clusters Score -9953216 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 79984 members 
Entering Unmasked Estep 
Score: -9953247.000000 Penalty: 3676.668701
	Iteration 62Q: 3 clusters Score -9953247 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 80058 members 
Entering Unmasked Estep 
Score: -9953264.000000 Penalty: 3676.668701
	Iteration 63Q: 3 clusters Score -9953264 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 80115 members 
Entering Unmasked Estep 
Score: -9953292.000000 Penalty: 3676.668701
	Iteration 64Q: 3 clusters Score -9953292 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1704 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9953301 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 80213 members 
Entering Unmasked Estep 
Score: -9953315.000000 Penalty: 3676.668701
	Iteration 66Q: 3 clusters Score -9953315 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 80245 members 
Entering Unmasked Estep 
Score: -9953326.000000 Penalty: 3676.668701
	Iteration 67Q: 3 clusters Score -9953326 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 80279 members 
Entering Unmasked Estep 
Score: -9953353.000000 Penalty: 3676.668701
	Iteration 68Q: 3 clusters Score -9953353 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 80306 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9953345 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 80333 members 
Entering Unmasked Estep 
Score: -9953360.000000 Penalty: 3676.668701
	Iteration 70Q: 3 clusters Score -9953360 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 80358 members 
Entering Unmasked Estep 
Score: -9953367.000000 Penalty: 3676.668701
	Iteration 71Q: 3 clusters Score -9953367 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 80378 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9953349 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 80399 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9953369 nChanged 25
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9953364 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9953372 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 80456 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9953382 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 80477 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9953389 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 80506 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9953402 nChanged 32
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9953414 nChanged 33
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Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 80557 members 
Entering Unmasked Estep 
Score: -9953422.000000 Penalty: 3676.668701
	Iteration 80F: 3 clusters Score -9953422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 80574 members 
Entering Unmasked Estep 
Score: -9953435.000000 Penalty: 3676.668701
	Iteration 81Q: 3 clusters Score -9953435 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1274 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9953451 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1252 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9953462 nChanged 24
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Mstep: Class 1 contains 1236 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9953476 nChanged 19
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Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 80644 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9953479 nChanged 22
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9953477 nChanged 16
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Mstep: Class 1 contains 1191 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9953476 nChanged 22
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Mstep: Class 2 contains 80690 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9953497 nChanged 21
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9953504 nChanged 20
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Mstep: Class 1 contains 1142 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9953500 nChanged 19
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Mstep: Class 1 contains 1129 members 
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Entering Unmasked Estep 
Score: -9953522.000000 Penalty: 3676.668701
	Iteration 91Q: 3 clusters Score -9953522 nChanged 21
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Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 80751 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9953521 nChanged 14
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9953525 nChanged 13
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9953519 nChanged 20
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9953529 nChanged 17
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9953544 nChanged 16
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9953539 nChanged 16
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9953539 nChanged 15
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9953539 nChanged 10
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Entering Unmasked Estep 
Score: -9953542.000000 Penalty: 3676.668701
	Iteration 100F: 3 clusters Score -9953542 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9953557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 80849 members 
Entering Unmasked Estep 
Score: -9953559.000000 Penalty: 3676.668701
	Iteration 102Q: 3 clusters Score -9953559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 80859 members 
Entering Unmasked Estep 
Score: -9953568.000000 Penalty: 3676.668701
	Iteration 103Q: 3 clusters Score -9953568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 80860 members 
Entering Unmasked Estep 
Score: -9953576.000000 Penalty: 3676.668701
	Iteration 104Q: 3 clusters Score -9953576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 80865 members 
Entering Unmasked Estep 
Score: -9953583.000000 Penalty: 3676.668701
	Iteration 105Q: 3 clusters Score -9953583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 80868 members 
Entering Unmasked Estep 
Score: -9953579.000000 Penalty: 3676.668701
	Iteration 106Q: 3 clusters Score -9953579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 80872 members 
Entering Unmasked Estep 
Score: -9953583.000000 Penalty: 3676.668701
	Iteration 107Q: 3 clusters Score -9953583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 80875 members 
Entering Unmasked Estep 
Score: -9953578.000000 Penalty: 3676.668701
	Iteration 108Q: 3 clusters Score -9953578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 80877 members 
Entering Unmasked Estep 
Score: -9953586.000000 Penalty: 3676.668701
	Iteration 109Q: 3 clusters Score -9953586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 80880 members 
Entering Unmasked Estep 
Score: -9953579.000000 Penalty: 3676.668701
	Iteration 110Q: 3 clusters Score -9953579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 80883 members 
Entering Unmasked Estep 
Score: -9953586.000000 Penalty: 3676.668701
	Iteration 111Q: 3 clusters Score -9953586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 80884 members 
Entering Unmasked Estep 
Score: -9953593.000000 Penalty: 3676.668701
	Iteration 112Q: 3 clusters Score -9953593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 80886 members 
Entering Unmasked Estep 
Score: -9953595.000000 Penalty: 3676.668701
	Iteration 113Q: 3 clusters Score -9953595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 80886 members 
Entering Unmasked Estep 
Score: -9953595.000000 Penalty: 3676.668701
	Iteration 114Q: 3 clusters Score -9953595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 80888 members 
Entering Unmasked Estep 
Score: -9953595.000000 Penalty: 3676.668701
	Iteration 115Q: 3 clusters Score -9953595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 80891 members 
Entering Unmasked Estep 
Score: -9953598.000000 Penalty: 3676.668701
	Iteration 116Q: 3 clusters Score -9953598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 80894 members 
Entering Unmasked Estep 
Score: -9953595.000000 Penalty: 3676.668701
	Iteration 117Q: 3 clusters Score -9953595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 80896 members 
Entering Unmasked Estep 
Score: -9953588.000000 Penalty: 3676.668701
	Iteration 118Q: 3 clusters Score -9953588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 80899 members 
Entering Unmasked Estep 
Score: -9953591.000000 Penalty: 3676.668701
	Iteration 119Q: 3 clusters Score -9953591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 80902 members 
Entering Unmasked Estep 
Score: -9953596.000000 Penalty: 3676.668701
	Iteration 120F: 3 clusters Score -9953596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 80907 members 
Entering Unmasked Estep 
Score: -9953599.000000 Penalty: 3676.668701
	Iteration 121Q: 3 clusters Score -9953599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 80911 members 
Entering Unmasked Estep 
Score: -9953606.000000 Penalty: 3676.668701
	Iteration 122Q: 3 clusters Score -9953606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 80908 members 
Entering Unmasked Estep 
Score: -9953597.000000 Penalty: 3676.668701
	Iteration 123Q: 3 clusters Score -9953597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 80909 members 
Entering Unmasked Estep 
Score: -9953595.000000 Penalty: 3676.668701
	Iteration 124Q: 3 clusters Score -9953595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 80911 members 
Entering Unmasked Estep 
Score: -9953598.000000 Penalty: 3676.668701
	Iteration 125Q: 3 clusters Score -9953598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 80912 members 
Entering Unmasked Estep 
Score: -9953595.000000 Penalty: 3676.668701
	Iteration 126Q: 3 clusters Score -9953595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 80915 members 
Entering Unmasked Estep 
Score: -9953597.000000 Penalty: 3676.668701
	Iteration 127Q: 3 clusters Score -9953597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 80919 members 
Entering Unmasked Estep 
Score: -9953606.000000 Penalty: 3676.668701
	Iteration 128Q: 3 clusters Score -9953606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 80924 members 
Entering Unmasked Estep 
Score: -9953607.000000 Penalty: 3676.668701
	Iteration 129Q: 3 clusters Score -9953607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 80925 members 
Entering Unmasked Estep 
Score: -9953608.000000 Penalty: 3676.668701
	Iteration 130Q: 3 clusters Score -9953608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 80926 members 
Entering Unmasked Estep 
Score: -9953608.000000 Penalty: 3676.668701
	Iteration 131Q: 3 clusters Score -9953608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 80926 members 
Entering Unmasked Estep 
Score: -9953608.000000 Penalty: 3676.668701
	Iteration 132F: 3 clusters Score -9953608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (35646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35646 members 
Entering Unmasked Estep 
Score: -4446602.500000 Penalty: 1703.226196
	Iteration 0F: 2 clusters Score -4446602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -4422548.000000 Penalty: 3406.452393
	Iteration 0F: 3 clusters Score -4422548 nChanged 16531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -4432027.000000 Penalty: 3406.452393
	Iteration 1F: 3 clusters Score -4432027 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -4432453.500000 Penalty: 3406.452393
	Iteration 2Q: 3 clusters Score -4432454 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -4432972.000000 Penalty: 3406.452393
	Iteration 3Q: 3 clusters Score -4432972 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -4433649.500000 Penalty: 3406.452393
	Iteration 4Q: 3 clusters Score -4433650 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -4434684.000000 Penalty: 3406.452393
	Iteration 5F: 3 clusters Score -4434684 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -4436102.500000 Penalty: 3406.452393
	Iteration 6F: 3 clusters Score -4436102 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -4437890.000000 Penalty: 3406.452393
	Iteration 7F: 3 clusters Score -4437890 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -4439634.000000 Penalty: 3406.452393
	Iteration 8F: 3 clusters Score -4439634 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -4441083.500000 Penalty: 3406.452393
	Iteration 9F: 3 clusters Score -4441084 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -4442105.500000 Penalty: 3406.452393
	Iteration 10Q: 3 clusters Score -4442106 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -4442747.000000 Penalty: 3406.452393
	Iteration 11Q: 3 clusters Score -4442747 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -4443200.500000 Penalty: 3406.452393
	Iteration 12Q: 3 clusters Score -4443200 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -4443535.000000 Penalty: 3406.452393
	Iteration 13Q: 3 clusters Score -4443535 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -4443785.000000 Penalty: 3406.452393
	Iteration 14Q: 3 clusters Score -4443785 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -4443982.500000 Penalty: 3406.452393
	Iteration 15Q: 3 clusters Score -4443982 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -4444164.000000 Penalty: 3406.452393
	Iteration 16Q: 3 clusters Score -4444164 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -4444308.000000 Penalty: 3406.452393
	Iteration 17Q: 3 clusters Score -4444308 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -4444451.500000 Penalty: 3406.452393
	Iteration 18Q: 3 clusters Score -4444452 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -4444563.000000 Penalty: 3406.452393
	Iteration 19Q: 3 clusters Score -4444563 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -4444657.500000 Penalty: 3406.452393
	Iteration 20F: 3 clusters Score -4444658 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -4444707.000000 Penalty: 3406.452393
	Iteration 21Q: 3 clusters Score -4444707 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -4444770.500000 Penalty: 3406.452393
	Iteration 22Q: 3 clusters Score -4444770 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -4444842.500000 Penalty: 3406.452393
	Iteration 23Q: 3 clusters Score -4444842 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -4444908.000000 Penalty: 3406.452393
	Iteration 24Q: 3 clusters Score -4444908 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -4444953.500000 Penalty: 3406.452393
	Iteration 25Q: 3 clusters Score -4444954 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -4444987.000000 Penalty: 3406.452393
	Iteration 26Q: 3 clusters Score -4444987 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -4445020.500000 Penalty: 3406.452393
	Iteration 27Q: 3 clusters Score -4445020 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -4445043.000000 Penalty: 3406.452393
	Iteration 28Q: 3 clusters Score -4445043 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -4445063.000000 Penalty: 3406.452393
	Iteration 29Q: 3 clusters Score -4445063 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -4445079.500000 Penalty: 3406.452393
	Iteration 30Q: 3 clusters Score -4445080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -4445102.500000 Penalty: 3406.452393
	Iteration 31Q: 3 clusters Score -4445102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -4445104.000000 Penalty: 3406.452393
	Iteration 32Q: 3 clusters Score -4445104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -4445118.000000 Penalty: 3406.452393
	Iteration 33Q: 3 clusters Score -4445118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -4445116.000000 Penalty: 3406.452393
	Iteration 34Q: 3 clusters Score -4445116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -4445125.000000 Penalty: 3406.452393
	Iteration 35Q: 3 clusters Score -4445125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -4445132.500000 Penalty: 3406.452393
	Iteration 36Q: 3 clusters Score -4445132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -4445133.000000 Penalty: 3406.452393
	Iteration 37Q: 3 clusters Score -4445133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -4445145.000000 Penalty: 3406.452393
	Iteration 38Q: 3 clusters Score -4445145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -4445142.500000 Penalty: 3406.452393
	Iteration 39Q: 3 clusters Score -4445142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -4445151.000000 Penalty: 3406.452393
	Iteration 40F: 3 clusters Score -4445151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -4445148.500000 Penalty: 3406.452393
	Iteration 41Q: 3 clusters Score -4445148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -4445152.000000 Penalty: 3406.452393
	Iteration 42Q: 3 clusters Score -4445152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -4445152.500000 Penalty: 3406.452393
	Iteration 43Q: 3 clusters Score -4445152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -4445154.000000 Penalty: 3406.452393
	Iteration 44Q: 3 clusters Score -4445154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -4445152.500000 Penalty: 3406.452393
	Iteration 45Q: 3 clusters Score -4445152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -4445152.500000 Penalty: 3406.452393
	Iteration 46F: 3 clusters Score -4445152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Entering Unmasked Estep 
Score: -61855.296875 Penalty: 1038.686523
	Iteration 0F: 2 clusters Score -61855.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -60736.542969 Penalty: 2077.373047
	Iteration 0F: 3 clusters Score -60736.54 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -60968.800781 Penalty: 2077.373047
	Iteration 1F: 3 clusters Score -60968.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61058.343750 Penalty: 2077.373047
	Iteration 2F: 3 clusters Score -61058.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61089.542969 Penalty: 2077.373047
	Iteration 3Q: 3 clusters Score -61089.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -61116.824219 Penalty: 2077.373047
	Iteration 4Q: 3 clusters Score -61116.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -61140.484375 Penalty: 2077.373047
	Iteration 5Q: 3 clusters Score -61140.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61152.796875 Penalty: 2077.373047
	Iteration 6Q: 3 clusters Score -61152.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -61167.285156 Penalty: 2077.373047
	Iteration 7Q: 3 clusters Score -61167.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61187.218750 Penalty: 2077.373047
	Iteration 8Q: 3 clusters Score -61187.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61200.757812 Penalty: 2077.373047
	Iteration 9Q: 3 clusters Score -61200.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -61205.328125 Penalty: 2077.373047
	Iteration 10Q: 3 clusters Score -61205.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -61209.296875 Penalty: 2077.373047
	Iteration 11Q: 3 clusters Score -61209.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -61212.277344 Penalty: 2077.373047
	Iteration 12Q: 3 clusters Score -61212.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -61213.617188 Penalty: 2077.373047
	Iteration 13Q: 3 clusters Score -61213.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -61214.355469 Penalty: 2077.373047
	Iteration 14Q: 3 clusters Score -61214.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -61216.031250 Penalty: 2077.373047
	Iteration 15Q: 3 clusters Score -61216.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -61216.031250 Penalty: 2077.373047
	Iteration 16F: 3 clusters Score -61216.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (111216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111216 members 
Entering Unmasked Estep 
Score: -14061696.000000 Penalty: 1888.124756
	Iteration 0F: 2 clusters Score -1.40617e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55365 members 
Mstep: Class 2 contains 55851 members 
Entering Unmasked Estep 
Score: -14000761.000000 Penalty: 3776.249512
	Iteration 0F: 3 clusters Score -1.400076e+07 nChanged 53299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50026 members 
Mstep: Class 2 contains 61190 members 
Entering Unmasked Estep 
Score: -14032415.000000 Penalty: 3776.249512
	Iteration 1F: 3 clusters Score -1.403242e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 64154 members 
Entering Unmasked Estep 
Score: -14034031.000000 Penalty: 3776.249512
	Iteration 2Q: 3 clusters Score -1.403403e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 68522 members 
Entering Unmasked Estep 
Score: -14036347.000000 Penalty: 3776.249512
	Iteration 3F: 3 clusters Score -1.403635e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 74404 members 
Entering Unmasked Estep 
Score: -14040170.000000 Penalty: 3776.249512
	Iteration 4F: 3 clusters Score -1.404017e+07 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 81285 members 
Entering Unmasked Estep 
Score: -14045856.000000 Penalty: 3776.249512
	Iteration 5F: 3 clusters Score -1.404586e+07 nChanged 7991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 88148 members 
Entering Unmasked Estep 
Score: -14052385.000000 Penalty: 3776.249512
	Iteration 6F: 3 clusters Score -1.405238e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 93616 members 
Entering Unmasked Estep 
Score: -14058718.000000 Penalty: 3776.249512
	Iteration 7F: 3 clusters Score -1.405872e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 98310 members 
Entering Unmasked Estep 
Score: -14062368.000000 Penalty: 3776.249512
	Iteration 8Q: 3 clusters Score -1.406237e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 102321 members 
Entering Unmasked Estep 
Score: -14063307.000000 Penalty: 3776.249512
	Iteration 9Q: 3 clusters Score -1.406331e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 105417 members 
Entering Unmasked Estep 
Score: -14062604.000000 Penalty: 3776.249512
	Iteration 10Q: 3 clusters Score -1.40626e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 107459 members 
Entering Unmasked Estep 
Score: -14061790.000000 Penalty: 3776.249512
	Iteration 11Q: 3 clusters Score -1.406179e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 108670 members 
Entering Unmasked Estep 
Score: -14061333.000000 Penalty: 3776.249512
	Iteration 12Q: 3 clusters Score -1.406133e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 109320 members 
Entering Unmasked Estep 
Score: -14061126.000000 Penalty: 3776.249512
	Iteration 13Q: 3 clusters Score -1.406113e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 109680 members 
Entering Unmasked Estep 
Score: -14061038.000000 Penalty: 3776.249512
	Iteration 14Q: 3 clusters Score -1.406104e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 109888 members 
Entering Unmasked Estep 
Score: -14061001.000000 Penalty: 3776.249512
	Iteration 15Q: 3 clusters Score -1.4061e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 110005 members 
Entering Unmasked Estep 
Score: -14060989.000000 Penalty: 3776.249512
	Iteration 16Q: 3 clusters Score -1.406099e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 110076 members 
Entering Unmasked Estep 
Score: -14060971.000000 Penalty: 3776.249512
	Iteration 17Q: 3 clusters Score -1.406097e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 110142 members 
Entering Unmasked Estep 
Score: -14060939.000000 Penalty: 3776.249512
	Iteration 18Q: 3 clusters Score -1.406094e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 110178 members 
Entering Unmasked Estep 
Score: -14060954.000000 Penalty: 3776.249512
	Iteration 19Q: 3 clusters Score -1.406095e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 110216 members 
Entering Unmasked Estep 
Score: -14060982.000000 Penalty: 3776.249512
	Iteration 20F: 3 clusters Score -1.406098e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 110252 members 
Entering Unmasked Estep 
Score: -14060992.000000 Penalty: 3776.249512
	Iteration 21Q: 3 clusters Score -1.406099e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 110273 members 
Entering Unmasked Estep 
Score: -14061014.000000 Penalty: 3776.249512
	Iteration 22Q: 3 clusters Score -1.406101e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 110278 members 
Entering Unmasked Estep 
Score: -14061048.000000 Penalty: 3776.249512
	Iteration 23Q: 3 clusters Score -1.406105e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 110287 members 
Entering Unmasked Estep 
Score: -14061062.000000 Penalty: 3776.249512
	Iteration 24Q: 3 clusters Score -1.406106e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 110294 members 
Entering Unmasked Estep 
Score: -14061072.000000 Penalty: 3776.249512
	Iteration 25Q: 3 clusters Score -1.406107e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 110294 members 
Entering Unmasked Estep 
Score: -14061104.000000 Penalty: 3776.249512
	Iteration 26Q: 3 clusters Score -1.40611e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 110289 members 
Entering Unmasked Estep 
Score: -14061121.000000 Penalty: 3776.249512
	Iteration 27Q: 3 clusters Score -1.406112e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 110284 members 
Entering Unmasked Estep 
Score: -14061128.000000 Penalty: 3776.249512
	Iteration 28Q: 3 clusters Score -1.406113e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 110269 members 
Entering Unmasked Estep 
Score: -14061143.000000 Penalty: 3776.249512
	Iteration 29Q: 3 clusters Score -1.406114e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 110253 members 
Entering Unmasked Estep 
Score: -14061144.000000 Penalty: 3776.249512
	Iteration 30Q: 3 clusters Score -1.406114e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 110251 members 
Entering Unmasked Estep 
Score: -14061173.000000 Penalty: 3776.249512
	Iteration 31Q: 3 clusters Score -1.406117e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 110251 members 
Entering Unmasked Estep 
Score: -14061168.000000 Penalty: 3776.249512
	Iteration 32Q: 3 clusters Score -1.406117e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 110245 members 
Entering Unmasked Estep 
Score: -14061173.000000 Penalty: 3776.249512
	Iteration 33Q: 3 clusters Score -1.406117e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 110238 members 
Entering Unmasked Estep 
Score: -14061173.000000 Penalty: 3776.249512
	Iteration 34Q: 3 clusters Score -1.406117e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 110229 members 
Entering Unmasked Estep 
Score: -14061186.000000 Penalty: 3776.249512
	Iteration 35Q: 3 clusters Score -1.406119e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 110226 members 
Entering Unmasked Estep 
Score: -14061199.000000 Penalty: 3776.249512
	Iteration 36Q: 3 clusters Score -1.40612e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 110219 members 
Entering Unmasked Estep 
Score: -14061202.000000 Penalty: 3776.249512
	Iteration 37Q: 3 clusters Score -1.40612e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 110217 members 
Entering Unmasked Estep 
Score: -14061199.000000 Penalty: 3776.249512
	Iteration 38Q: 3 clusters Score -1.40612e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 110216 members 
Entering Unmasked Estep 
Score: -14061195.000000 Penalty: 3776.249512
	Iteration 39Q: 3 clusters Score -1.40612e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 110213 members 
Entering Unmasked Estep 
Score: -14061212.000000 Penalty: 3776.249512
	Iteration 40F: 3 clusters Score -1.406121e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 110200 members 
Entering Unmasked Estep 
Score: -14061230.000000 Penalty: 3776.249512
	Iteration 41Q: 3 clusters Score -1.406123e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 110185 members 
Entering Unmasked Estep 
Score: -14061242.000000 Penalty: 3776.249512
	Iteration 42Q: 3 clusters Score -1.406124e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 110169 members 
Entering Unmasked Estep 
Score: -14061244.000000 Penalty: 3776.249512
	Iteration 43Q: 3 clusters Score -1.406124e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 110150 members 
Entering Unmasked Estep 
Score: -14061273.000000 Penalty: 3776.249512
	Iteration 44Q: 3 clusters Score -1.406127e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 110135 members 
Entering Unmasked Estep 
Score: -14061287.000000 Penalty: 3776.249512
	Iteration 45Q: 3 clusters Score -1.406129e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 110120 members 
Entering Unmasked Estep 
Score: -14061308.000000 Penalty: 3776.249512
	Iteration 46Q: 3 clusters Score -1.406131e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 110110 members 
Entering Unmasked Estep 
Score: -14061331.000000 Penalty: 3776.249512
	Iteration 47Q: 3 clusters Score -1.406133e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 110102 members 
Entering Unmasked Estep 
Score: -14061337.000000 Penalty: 3776.249512
	Iteration 48Q: 3 clusters Score -1.406134e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 110091 members 
Entering Unmasked Estep 
Score: -14061361.000000 Penalty: 3776.249512
	Iteration 49Q: 3 clusters Score -1.406136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 110086 members 
Entering Unmasked Estep 
Score: -14061364.000000 Penalty: 3776.249512
	Iteration 50Q: 3 clusters Score -1.406136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 110083 members 
Entering Unmasked Estep 
Score: -14061352.000000 Penalty: 3776.249512
	Iteration 51Q: 3 clusters Score -1.406135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 110080 members 
Entering Unmasked Estep 
Score: -14061357.000000 Penalty: 3776.249512
	Iteration 52Q: 3 clusters Score -1.406136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 110077 members 
Entering Unmasked Estep 
Score: -14061362.000000 Penalty: 3776.249512
	Iteration 53Q: 3 clusters Score -1.406136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 110072 members 
Entering Unmasked Estep 
Score: -14061369.000000 Penalty: 3776.249512
	Iteration 54Q: 3 clusters Score -1.406137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 110067 members 
Entering Unmasked Estep 
Score: -14061374.000000 Penalty: 3776.249512
	Iteration 55Q: 3 clusters Score -1.406137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 110063 members 
Entering Unmasked Estep 
Score: -14061379.000000 Penalty: 3776.249512
	Iteration 56Q: 3 clusters Score -1.406138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 110059 members 
Entering Unmasked Estep 
Score: -14061378.000000 Penalty: 3776.249512
	Iteration 57Q: 3 clusters Score -1.406138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 110054 members 
Entering Unmasked Estep 
Score: -14061377.000000 Penalty: 3776.249512
	Iteration 58Q: 3 clusters Score -1.406138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 110053 members 
Entering Unmasked Estep 
Score: -14061374.000000 Penalty: 3776.249512
	Iteration 59Q: 3 clusters Score -1.406137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 110053 members 
Entering Unmasked Estep 
Score: -14061375.000000 Penalty: 3776.249512
	Iteration 60F: 3 clusters Score -1.406138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 110054 members 
Entering Unmasked Estep 
Score: -14061381.000000 Penalty: 3776.249512
	Iteration 61Q: 3 clusters Score -1.406138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 110052 members 
Entering Unmasked Estep 
Score: -14061385.000000 Penalty: 3776.249512
	Iteration 62Q: 3 clusters Score -1.406138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 110050 members 
Entering Unmasked Estep 
Score: -14061389.000000 Penalty: 3776.249512
	Iteration 63Q: 3 clusters Score -1.406139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 110046 members 
Entering Unmasked Estep 
Score: -14061392.000000 Penalty: 3776.249512
	Iteration 64Q: 3 clusters Score -1.406139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 110040 members 
Entering Unmasked Estep 
Score: -14061397.000000 Penalty: 3776.249512
	Iteration 65Q: 3 clusters Score -1.40614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 110033 members 
Entering Unmasked Estep 
Score: -14061407.000000 Penalty: 3776.249512
	Iteration 66Q: 3 clusters Score -1.406141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 110027 members 
Entering Unmasked Estep 
Score: -14061421.000000 Penalty: 3776.249512
	Iteration 67Q: 3 clusters Score -1.406142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 110021 members 
Entering Unmasked Estep 
Score: -14061415.000000 Penalty: 3776.249512
	Iteration 68Q: 3 clusters Score -1.406142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 110018 members 
Entering Unmasked Estep 
Score: -14061426.000000 Penalty: 3776.249512
	Iteration 69Q: 3 clusters Score -1.406143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 110016 members 
Entering Unmasked Estep 
Score: -14061420.000000 Penalty: 3776.249512
	Iteration 70Q: 3 clusters Score -1.406142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 110016 members 
Entering Unmasked Estep 
Score: -14061420.000000 Penalty: 3776.249512
	Iteration 71F: 3 clusters Score -1.406142e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Entering Unmasked Estep 
Score: -212015.156250 Penalty: 1213.261963
	Iteration 0F: 2 clusters Score -212015.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -210059.437500 Penalty: 2426.523926
	Iteration 0F: 3 clusters Score -210059.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -210535.125000 Penalty: 2426.523926
	Iteration 1F: 3 clusters Score -210535.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -210869.656250 Penalty: 2426.523926
	Iteration 2F: 3 clusters Score -210869.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -211173.796875 Penalty: 2426.523926
	Iteration 3F: 3 clusters Score -211173.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -211415.640625 Penalty: 2426.523926
	Iteration 4F: 3 clusters Score -211415.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -211652.343750 Penalty: 2426.523926
	Iteration 5F: 3 clusters Score -211652.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -211900.656250 Penalty: 2426.523926
	Iteration 6F: 3 clusters Score -211900.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -212016.828125 Penalty: 2426.523926
	Iteration 7Q: 3 clusters Score -212016.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -212070.000000 Penalty: 2426.523926
	Iteration 8Q: 3 clusters Score -212070 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -212103.921875 Penalty: 2426.523926
	Iteration 9Q: 3 clusters Score -212103.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -212124.125000 Penalty: 2426.523926
	Iteration 10Q: 3 clusters Score -212124.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -212137.109375 Penalty: 2426.523926
	Iteration 11Q: 3 clusters Score -212137.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -212142.140625 Penalty: 2426.523926
	Iteration 12Q: 3 clusters Score -212142.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -212143.890625 Penalty: 2426.523926
	Iteration 13Q: 3 clusters Score -212143.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -212145.531250 Penalty: 2426.523926
	Iteration 14Q: 3 clusters Score -212145.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -212146.906250 Penalty: 2426.523926
	Iteration 15Q: 3 clusters Score -212146.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -212147.406250 Penalty: 2426.523926
	Iteration 16Q: 3 clusters Score -212147.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -212147.406250 Penalty: 2426.523926
	Iteration 17F: 3 clusters Score -212147.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 102564 members 
Mstep: Class 3 contains 7443 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 39489 members 
Mstep: Class 6 contains 10010 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 6980 members 
Mstep: Class 10 contains 103876 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 110195 members 
Mstep: Class 13 contains 13923 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 6518 members 
Mstep: Class 16 contains 8640 members 
Mstep: Class 17 contains 20422 members 
Mstep: Class 18 contains 342 members 
Mstep: Class 19 contains 96017 members 
Mstep: Class 20 contains 25133 members 
Mstep: Class 21 contains 72309 members 
Mstep: Class 22 contains 1429 members 
Mstep: Class 23 contains 4856 members 
Mstep: Class 24 contains 9695 members 
Mstep: Class 25 contains 81865 members 
Mstep: Class 26 contains 35646 members 
Mstep: Class 27 contains 597 members 
Mstep: Class 28 contains 111216 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 2861 members 
Mstep: Class 31 contains 4475 members 
Mstep: Class 32 contains 293 members 
Mstep: Class 33 contains 3751 members 
Mstep: Class 34 contains 1258 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 674 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 714 members 
Mstep: Class 39 contains 6508 members 
Mstep: Class 40 contains 345 members 
Mstep: Class 41 contains 1119 members 
Entering Unmasked Estep 
Score: -111759536.000000 Penalty: 91479.007812
Splitting cluster 29 changes total score from -111760240.000000 to -111759536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (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: -338873.281250 Penalty: 1293.325562
	Iteration 0F: 2 clusters Score -338873.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -336247.062500 Penalty: 2586.651123
	Iteration 0F: 3 clusters Score -336247.1 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -336890.125000 Penalty: 2586.651123
	Iteration 1F: 3 clusters Score -336890.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -337062.468750 Penalty: 2586.651123
	Iteration 2F: 3 clusters Score -337062.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -337175.906250 Penalty: 2586.651123
	Iteration 3F: 3 clusters Score -337175.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -337263.312500 Penalty: 2586.651123
	Iteration 4Q: 3 clusters Score -337263.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -337327.281250 Penalty: 2586.651123
	Iteration 5Q: 3 clusters Score -337327.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -337372.156250 Penalty: 2586.651123
	Iteration 6Q: 3 clusters Score -337372.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -337410.312500 Penalty: 2586.651123
	Iteration 7Q: 3 clusters Score -337410.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -337437.750000 Penalty: 2586.651123
	Iteration 8Q: 3 clusters Score -337437.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -337461.781250 Penalty: 2586.651123
	Iteration 9Q: 3 clusters Score -337461.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -337482.875000 Penalty: 2586.651123
	Iteration 10Q: 3 clusters Score -337482.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -337499.593750 Penalty: 2586.651123
	Iteration 11Q: 3 clusters Score -337499.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -337512.500000 Penalty: 2586.651123
	Iteration 12Q: 3 clusters Score -337512.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -337524.468750 Penalty: 2586.651123
	Iteration 13Q: 3 clusters Score -337524.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -337530.750000 Penalty: 2586.651123
	Iteration 14Q: 3 clusters Score -337530.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -337535.875000 Penalty: 2586.651123
	Iteration 15Q: 3 clusters Score -337535.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -337544.375000 Penalty: 2586.651123
	Iteration 16Q: 3 clusters Score -337544.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -337552.593750 Penalty: 2586.651123
	Iteration 17Q: 3 clusters Score -337552.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -337562.125000 Penalty: 2586.651123
	Iteration 18Q: 3 clusters Score -337562.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -337571.437500 Penalty: 2586.651123
	Iteration 19Q: 3 clusters Score -337571.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -337579.875000 Penalty: 2586.651123
	Iteration 20F: 3 clusters Score -337579.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -337584.656250 Penalty: 2586.651123
	Iteration 21Q: 3 clusters Score -337584.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -337590.968750 Penalty: 2586.651123
	Iteration 22Q: 3 clusters Score -337591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -337597.437500 Penalty: 2586.651123
	Iteration 23Q: 3 clusters Score -337597.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -337602.500000 Penalty: 2586.651123
	Iteration 24Q: 3 clusters Score -337602.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -337609.031250 Penalty: 2586.651123
	Iteration 25Q: 3 clusters Score -337609 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -337620.625000 Penalty: 2586.651123
	Iteration 26Q: 3 clusters Score -337620.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -337634.093750 Penalty: 2586.651123
	Iteration 27Q: 3 clusters Score -337634.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -337642.375000 Penalty: 2586.651123
	Iteration 28Q: 3 clusters Score -337642.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -337648.218750 Penalty: 2586.651123
	Iteration 29Q: 3 clusters Score -337648.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -337654.750000 Penalty: 2586.651123
	Iteration 30Q: 3 clusters Score -337654.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -337664.843750 Penalty: 2586.651123
	Iteration 31Q: 3 clusters Score -337664.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -337674.375000 Penalty: 2586.651123
	Iteration 32Q: 3 clusters Score -337674.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -337680.281250 Penalty: 2586.651123
	Iteration 33Q: 3 clusters Score -337680.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -337684.562500 Penalty: 2586.651123
	Iteration 34Q: 3 clusters Score -337684.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -337688.718750 Penalty: 2586.651123
	Iteration 35Q: 3 clusters Score -337688.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -337691.906250 Penalty: 2586.651123
	Iteration 36Q: 3 clusters Score -337691.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -337692.906250 Penalty: 2586.651123
	Iteration 37Q: 3 clusters Score -337692.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -337694.218750 Penalty: 2586.651123
	Iteration 38Q: 3 clusters Score -337694.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -337694.562500 Penalty: 2586.651123
	Iteration 39Q: 3 clusters Score -337694.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -337695.250000 Penalty: 2586.651123
	Iteration 40F: 3 clusters Score -337695.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Entering Unmasked Estep 
Score: -557207.000000 Penalty: 1366.017456
	Iteration 0F: 2 clusters Score -557207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -553543.937500 Penalty: 2732.034912
	Iteration 0F: 3 clusters Score -553543.9 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -554549.062500 Penalty: 2732.034912
	Iteration 1F: 3 clusters Score -554549.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -554754.000000 Penalty: 2732.034912
	Iteration 2F: 3 clusters Score -554754 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -554893.562500 Penalty: 2732.034912
	Iteration 3F: 3 clusters Score -554893.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -554998.812500 Penalty: 2732.034912
	Iteration 4Q: 3 clusters Score -554998.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -555084.812500 Penalty: 2732.034912
	Iteration 5Q: 3 clusters Score -555084.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -555169.250000 Penalty: 2732.034912
	Iteration 6Q: 3 clusters Score -555169.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -555241.750000 Penalty: 2732.034912
	Iteration 7Q: 3 clusters Score -555241.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -555304.312500 Penalty: 2732.034912
	Iteration 8Q: 3 clusters Score -555304.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -555356.687500 Penalty: 2732.034912
	Iteration 9Q: 3 clusters Score -555356.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -555401.312500 Penalty: 2732.034912
	Iteration 10Q: 3 clusters Score -555401.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -555442.375000 Penalty: 2732.034912
	Iteration 11Q: 3 clusters Score -555442.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -555488.125000 Penalty: 2732.034912
	Iteration 12Q: 3 clusters Score -555488.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -555535.437500 Penalty: 2732.034912
	Iteration 13Q: 3 clusters Score -555535.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -555573.937500 Penalty: 2732.034912
	Iteration 14Q: 3 clusters Score -555573.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -555609.937500 Penalty: 2732.034912
	Iteration 15Q: 3 clusters Score -555609.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -555641.562500 Penalty: 2732.034912
	Iteration 16Q: 3 clusters Score -555641.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -555675.812500 Penalty: 2732.034912
	Iteration 17Q: 3 clusters Score -555675.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -555704.812500 Penalty: 2732.034912
	Iteration 18Q: 3 clusters Score -555704.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -555728.562500 Penalty: 2732.034912
	Iteration 19Q: 3 clusters Score -555728.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -555742.500000 Penalty: 2732.034912
	Iteration 20F: 3 clusters Score -555742.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -555760.750000 Penalty: 2732.034912
	Iteration 21Q: 3 clusters Score -555760.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -555781.562500 Penalty: 2732.034912
	Iteration 22Q: 3 clusters Score -555781.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -555795.125000 Penalty: 2732.034912
	Iteration 23Q: 3 clusters Score -555795.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -555805.937500 Penalty: 2732.034912
	Iteration 24Q: 3 clusters Score -555805.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -555815.000000 Penalty: 2732.034912
	Iteration 25Q: 3 clusters Score -555815 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -555821.125000 Penalty: 2732.034912
	Iteration 26Q: 3 clusters Score -555821.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -555828.625000 Penalty: 2732.034912
	Iteration 27Q: 3 clusters Score -555828.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -555835.375000 Penalty: 2732.034912
	Iteration 28Q: 3 clusters Score -555835.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -555844.625000 Penalty: 2732.034912
	Iteration 29Q: 3 clusters Score -555844.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -555850.750000 Penalty: 2732.034912
	Iteration 30Q: 3 clusters Score -555850.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -555859.312500 Penalty: 2732.034912
	Iteration 31Q: 3 clusters Score -555859.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -555867.187500 Penalty: 2732.034912
	Iteration 32Q: 3 clusters Score -555867.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -555874.125000 Penalty: 2732.034912
	Iteration 33Q: 3 clusters Score -555874.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -555879.312500 Penalty: 2732.034912
	Iteration 34Q: 3 clusters Score -555879.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -555885.250000 Penalty: 2732.034912
	Iteration 35Q: 3 clusters Score -555885.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -555895.937500 Penalty: 2732.034912
	Iteration 36Q: 3 clusters Score -555895.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -555903.500000 Penalty: 2732.034912
	Iteration 37Q: 3 clusters Score -555903.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -555916.875000 Penalty: 2732.034912
	Iteration 38Q: 3 clusters Score -555916.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -555933.312500 Penalty: 2732.034912
	Iteration 39Q: 3 clusters Score -555933.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -555952.375000 Penalty: 2732.034912
	Iteration 40F: 3 clusters Score -555952.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -555968.750000 Penalty: 2732.034912
	Iteration 41Q: 3 clusters Score -555968.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -555995.437500 Penalty: 2732.034912
	Iteration 42Q: 3 clusters Score -555995.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -556030.437500 Penalty: 2732.034912
	Iteration 43Q: 3 clusters Score -556030.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -556093.375000 Penalty: 2732.034912
	Iteration 44Q: 3 clusters Score -556093.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -556230.562500 Penalty: 2732.034912
	Iteration 45Q: 3 clusters Score -556230.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -556562.875000 Penalty: 2732.034912
	Iteration 46Q: 3 clusters Score -556562.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -556893.750000 Penalty: 2732.034912
	Iteration 47Q: 3 clusters Score -556893.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -557015.187500 Penalty: 2732.034912
	Iteration 48Q: 3 clusters Score -557015.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -557145.250000 Penalty: 2732.034912
	Iteration 49Q: 3 clusters Score -557145.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -557318.500000 Penalty: 2732.034912
	Iteration 50Q: 3 clusters Score -557318.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -557439.375000 Penalty: 2732.034912
	Iteration 51Q: 3 clusters Score -557439.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -557494.625000 Penalty: 2732.034912
	Iteration 52Q: 3 clusters Score -557494.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -557526.437500 Penalty: 2732.034912
	Iteration 53Q: 3 clusters Score -557526.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -557548.000000 Penalty: 2732.034912
	Iteration 54Q: 3 clusters Score -557548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -557562.875000 Penalty: 2732.034912
	Iteration 55Q: 3 clusters Score -557562.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -557574.062500 Penalty: 2732.034912
	Iteration 56Q: 3 clusters Score -557574.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -557580.625000 Penalty: 2732.034912
	Iteration 57Q: 3 clusters Score -557580.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -557587.000000 Penalty: 2732.034912
	Iteration 58Q: 3 clusters Score -557587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -557592.000000 Penalty: 2732.034912
	Iteration 59Q: 3 clusters Score -557592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -557593.812500 Penalty: 2732.034912
	Iteration 60F: 3 clusters Score -557593.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -557597.562500 Penalty: 2732.034912
	Iteration 61Q: 3 clusters Score -557597.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -557596.812500 Penalty: 2732.034912
	Iteration 62Q: 3 clusters Score -557596.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -557597.187500 Penalty: 2732.034912
	Iteration 63Q: 3 clusters Score -557597.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -557597.187500 Penalty: 2732.034912
	Iteration 64F: 3 clusters Score -557597.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 102564 members 
Mstep: Class 3 contains 7443 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 39489 members 
Mstep: Class 6 contains 10010 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 6980 members 
Mstep: Class 10 contains 103876 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 110195 members 
Mstep: Class 13 contains 13923 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 6518 members 
Mstep: Class 16 contains 8640 members 
Mstep: Class 17 contains 20422 members 
Mstep: Class 18 contains 342 members 
Mstep: Class 19 contains 96017 members 
Mstep: Class 20 contains 25133 members 
Mstep: Class 21 contains 72309 members 
Mstep: Class 22 contains 1429 members 
Mstep: Class 23 contains 4856 members 
Mstep: Class 24 contains 9695 members 
Mstep: Class 25 contains 81865 members 
Mstep: Class 26 contains 35646 members 
Mstep: Class 27 contains 597 members 
Mstep: Class 28 contains 111216 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2861 members 
Mstep: Class 31 contains 2891 members 
Mstep: Class 32 contains 293 members 
Mstep: Class 33 contains 3751 members 
Mstep: Class 34 contains 1258 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 674 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 714 members 
Mstep: Class 39 contains 6508 members 
Mstep: Class 40 contains 345 members 
Mstep: Class 41 contains 1584 members 
Entering Unmasked Estep 
Score: -111760016.000000 Penalty: 91479.007812
Splitting cluster 31 changes total score from -111760240.000000 to -111760016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Entering Unmasked Estep 
Score: -18274.046875 Penalty: 923.028015
	Iteration 0F: 2 clusters Score -18274.05 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 156 members 
Entering Unmasked Estep 
Score: -17589.550781 Penalty: 1846.056030
	Iteration 0F: 3 clusters Score -17589.55 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18026.285156 Penalty: 1846.056030
	Iteration 1F: 3 clusters Score -18026.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18137.445312 Penalty: 1846.056030
	Iteration 2F: 3 clusters Score -18137.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18233.103516 Penalty: 1846.056030
	Iteration 3Q: 3 clusters Score -18233.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18249.619141 Penalty: 1846.056030
	Iteration 4Q: 3 clusters Score -18249.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18278.513672 Penalty: 1846.056030
	Iteration 5Q: 3 clusters Score -18278.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18304.605469 Penalty: 1846.056030
	Iteration 6Q: 3 clusters Score -18304.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18322.203125 Penalty: 1846.056030
	Iteration 7Q: 3 clusters Score -18322.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18324.990234 Penalty: 1846.056030
	Iteration 8Q: 3 clusters Score -18324.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18324.990234 Penalty: 1846.056030
	Iteration 9F: 3 clusters Score -18324.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 102564 members 
Mstep: Class 3 contains 7443 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 39489 members 
Mstep: Class 6 contains 10010 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 6980 members 
Mstep: Class 10 contains 103876 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 110195 members 
Mstep: Class 13 contains 13923 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 6518 members 
Mstep: Class 16 contains 8640 members 
Mstep: Class 17 contains 20422 members 
Mstep: Class 18 contains 342 members 
Mstep: Class 19 contains 96017 members 
Mstep: Class 20 contains 25133 members 
Mstep: Class 21 contains 72309 members 
Mstep: Class 22 contains 1429 members 
Mstep: Class 23 contains 4856 members 
Mstep: Class 24 contains 9695 members 
Mstep: Class 25 contains 81865 members 
Mstep: Class 26 contains 35646 members 
Mstep: Class 27 contains 597 members 
Mstep: Class 28 contains 111216 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2861 members 
Mstep: Class 31 contains 4475 members 
Mstep: Class 32 contains 133 members 
Mstep: Class 33 contains 3751 members 
Mstep: Class 34 contains 1258 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 674 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 714 members 
Mstep: Class 39 contains 6508 members 
Mstep: Class 40 contains 345 members 
Mstep: Class 41 contains 160 members 
Entering Unmasked Estep 
Score: -111759240.000000 Penalty: 91479.007812
Splitting cluster 32 changes total score from -111760240.000000 to -111759240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (3751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Entering Unmasked Estep 
Score: -424903.343750 Penalty: 1337.338867
	Iteration 0F: 2 clusters Score -424903.3 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 1842 members 
Entering Unmasked Estep 
Score: -421662.687500 Penalty: 2674.677734
	Iteration 0F: 3 clusters Score -421662.7 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -422778.000000 Penalty: 2674.677734
	Iteration 1F: 3 clusters Score -422778 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -423365.718750 Penalty: 2674.677734
	Iteration 2F: 3 clusters Score -423365.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -423794.343750 Penalty: 2674.677734
	Iteration 3F: 3 clusters Score -423794.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -424085.718750 Penalty: 2674.677734
	Iteration 4F: 3 clusters Score -424085.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -424331.062500 Penalty: 2674.677734
	Iteration 5F: 3 clusters Score -424331.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -424509.843750 Penalty: 2674.677734
	Iteration 6Q: 3 clusters Score -424509.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -424614.062500 Penalty: 2674.677734
	Iteration 7Q: 3 clusters Score -424614.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -424688.781250 Penalty: 2674.677734
	Iteration 8Q: 3 clusters Score -424688.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -424728.906250 Penalty: 2674.677734
	Iteration 9Q: 3 clusters Score -424728.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -424754.812500 Penalty: 2674.677734
	Iteration 10Q: 3 clusters Score -424754.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -424772.031250 Penalty: 2674.677734
	Iteration 11Q: 3 clusters Score -424772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -424790.000000 Penalty: 2674.677734
	Iteration 12Q: 3 clusters Score -424790 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -424825.062500 Penalty: 2674.677734
	Iteration 13Q: 3 clusters Score -424825.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -424903.281250 Penalty: 2674.677734
	Iteration 14Q: 3 clusters Score -424903.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -424990.031250 Penalty: 2674.677734
	Iteration 15Q: 3 clusters Score -424990 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -425032.500000 Penalty: 2674.677734
	Iteration 16Q: 3 clusters Score -425032.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -425049.406250 Penalty: 2674.677734
	Iteration 17Q: 3 clusters Score -425049.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -425056.375000 Penalty: 2674.677734
	Iteration 18Q: 3 clusters Score -425056.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -425061.531250 Penalty: 2674.677734
	Iteration 19Q: 3 clusters Score -425061.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -425064.875000 Penalty: 2674.677734
	Iteration 20F: 3 clusters Score -425064.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -425068.281250 Penalty: 2674.677734
	Iteration 21Q: 3 clusters Score -425068.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -425073.593750 Penalty: 2674.677734
	Iteration 22Q: 3 clusters Score -425073.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -425077.156250 Penalty: 2674.677734
	Iteration 23Q: 3 clusters Score -425077.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -425079.125000 Penalty: 2674.677734
	Iteration 24Q: 3 clusters Score -425079.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -425080.937500 Penalty: 2674.677734
	Iteration 25Q: 3 clusters Score -425080.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -425081.468750 Penalty: 2674.677734
	Iteration 26Q: 3 clusters Score -425081.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -425081.406250 Penalty: 2674.677734
	Iteration 27Q: 3 clusters Score -425081.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -425081.406250 Penalty: 2674.677734
	Iteration 28F: 3 clusters Score -425081.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 102564 members 
Mstep: Class 3 contains 7443 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 39489 members 
Mstep: Class 6 contains 10010 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 6980 members 
Mstep: Class 10 contains 103876 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 110195 members 
Mstep: Class 13 contains 13923 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 6518 members 
Mstep: Class 16 contains 8640 members 
Mstep: Class 17 contains 20422 members 
Mstep: Class 18 contains 342 members 
Mstep: Class 19 contains 96017 members 
Mstep: Class 20 contains 25133 members 
Mstep: Class 21 contains 72309 members 
Mstep: Class 22 contains 1429 members 
Mstep: Class 23 contains 4856 members 
Mstep: Class 24 contains 9695 members 
Mstep: Class 25 contains 81865 members 
Mstep: Class 26 contains 35646 members 
Mstep: Class 27 contains 597 members 
Mstep: Class 28 contains 111216 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2861 members 
Mstep: Class 31 contains 4475 members 
Mstep: Class 32 contains 293 members 
Mstep: Class 33 contains 2043 members 
Mstep: Class 34 contains 1258 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 674 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 714 members 
Mstep: Class 39 contains 6508 members 
Mstep: Class 40 contains 345 members 
Mstep: Class 41 contains 1708 members 
Entering Unmasked Estep 
Score: -111759632.000000 Penalty: 91479.007812
Splitting cluster 33 changes total score from -111760240.000000 to -111759632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (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: -153307.843750 Penalty: 1159.807739
	Iteration 0F: 2 clusters Score -153307.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -151699.562500 Penalty: 2319.615479
	Iteration 0F: 3 clusters Score -151699.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -152048.203125 Penalty: 2319.615479
	Iteration 1F: 3 clusters Score -152048.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -152182.625000 Penalty: 2319.615479
	Iteration 2F: 3 clusters Score -152182.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -152277.750000 Penalty: 2319.615479
	Iteration 3Q: 3 clusters Score -152277.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -152334.171875 Penalty: 2319.615479
	Iteration 4Q: 3 clusters Score -152334.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -152375.093750 Penalty: 2319.615479
	Iteration 5Q: 3 clusters Score -152375.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -152400.625000 Penalty: 2319.615479
	Iteration 6Q: 3 clusters Score -152400.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -152423.453125 Penalty: 2319.615479
	Iteration 7Q: 3 clusters Score -152423.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -152442.265625 Penalty: 2319.615479
	Iteration 8Q: 3 clusters Score -152442.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -152467.531250 Penalty: 2319.615479
	Iteration 9Q: 3 clusters Score -152467.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -152490.859375 Penalty: 2319.615479
	Iteration 10Q: 3 clusters Score -152490.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -152506.328125 Penalty: 2319.615479
	Iteration 11Q: 3 clusters Score -152506.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -152519.859375 Penalty: 2319.615479
	Iteration 12Q: 3 clusters Score -152519.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -152540.593750 Penalty: 2319.615479
	Iteration 13Q: 3 clusters Score -152540.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -152562.765625 Penalty: 2319.615479
	Iteration 14Q: 3 clusters Score -152562.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -152583.406250 Penalty: 2319.615479
	Iteration 15Q: 3 clusters Score -152583.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -152612.531250 Penalty: 2319.615479
	Iteration 16Q: 3 clusters Score -152612.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -152649.046875 Penalty: 2319.615479
	Iteration 17Q: 3 clusters Score -152649 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -152697.890625 Penalty: 2319.615479
	Iteration 18Q: 3 clusters Score -152697.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -152763.125000 Penalty: 2319.615479
	Iteration 19Q: 3 clusters Score -152763.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -152817.375000 Penalty: 2319.615479
	Iteration 20F: 3 clusters Score -152817.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -152868.437500 Penalty: 2319.615479
	Iteration 21Q: 3 clusters Score -152868.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -152892.515625 Penalty: 2319.615479
	Iteration 22Q: 3 clusters Score -152892.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -152913.406250 Penalty: 2319.615479
	Iteration 23Q: 3 clusters Score -152913.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -152920.968750 Penalty: 2319.615479
	Iteration 24Q: 3 clusters Score -152921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -152925.593750 Penalty: 2319.615479
	Iteration 25Q: 3 clusters Score -152925.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -152929.828125 Penalty: 2319.615479
	Iteration 26Q: 3 clusters Score -152929.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -152931.218750 Penalty: 2319.615479
	Iteration 27Q: 3 clusters Score -152931.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -152931.218750 Penalty: 2319.615479
	Iteration 28F: 3 clusters Score -152931.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -18895.212891 Penalty: 910.344360
	Iteration 0F: 2 clusters Score -18895.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -18240.832031 Penalty: 1820.688721
	Iteration 0F: 3 clusters Score -18240.83 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18531.472656 Penalty: 1820.688721
	Iteration 1F: 3 clusters Score -18531.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18706.765625 Penalty: 1820.688721
	Iteration 2F: 3 clusters Score -18706.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18742.503906 Penalty: 1820.688721
	Iteration 3Q: 3 clusters Score -18742.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18748.435547 Penalty: 1820.688721
	Iteration 4Q: 3 clusters Score -18748.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18779.384766 Penalty: 1820.688721
	Iteration 5Q: 3 clusters Score -18779.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18788.740234 Penalty: 1820.688721
	Iteration 6Q: 3 clusters Score -18788.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18801.398438 Penalty: 1820.688721
	Iteration 7Q: 3 clusters Score -18801.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18808.402344 Penalty: 1820.688721
	Iteration 8Q: 3 clusters Score -18808.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -18811.353516 Penalty: 1820.688721
	Iteration 9Q: 3 clusters Score -18811.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -18811.353516 Penalty: 1820.688721
	Iteration 10F: 3 clusters Score -18811.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Entering Unmasked Estep 
Score: -67302.992188 Penalty: 1058.399902
	Iteration 0F: 2 clusters Score -67302.99 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 336 members 
Entering Unmasked Estep 
Score: -66153.625000 Penalty: 2116.799805
	Iteration 0F: 3 clusters Score -66153.62 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66643.945312 Penalty: 2116.799805
	Iteration 1F: 3 clusters Score -66643.95 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -66919.148438 Penalty: 2116.799805
	Iteration 2F: 3 clusters Score -66919.15 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -67053.117188 Penalty: 2116.799805
	Iteration 3F: 3 clusters Score -67053.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -67103.765625 Penalty: 2116.799805
	Iteration 4Q: 3 clusters Score -67103.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -67126.148438 Penalty: 2116.799805
	Iteration 5Q: 3 clusters Score -67126.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -67149.562500 Penalty: 2116.799805
	Iteration 6Q: 3 clusters Score -67149.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -67166.742188 Penalty: 2116.799805
	Iteration 7Q: 3 clusters Score -67166.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67195.218750 Penalty: 2116.799805
	Iteration 8Q: 3 clusters Score -67195.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -67201.421875 Penalty: 2116.799805
	Iteration 9Q: 3 clusters Score -67201.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -67204.703125 Penalty: 2116.799805
	Iteration 10Q: 3 clusters Score -67204.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -67204.703125 Penalty: 2116.799805
	Iteration 11F: 3 clusters Score -67204.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Entering Unmasked Estep 
Score: -107537.617188 Penalty: 1100.625610
	Iteration 0F: 2 clusters Score -107537.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -106175.867188 Penalty: 2201.251221
	Iteration 0F: 3 clusters Score -106175.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -106453.835938 Penalty: 2201.251221
	Iteration 1F: 3 clusters Score -106453.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -106548.351562 Penalty: 2201.251221
	Iteration 2F: 3 clusters Score -106548.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -106613.234375 Penalty: 2201.251221
	Iteration 3F: 3 clusters Score -106613.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -106651.828125 Penalty: 2201.251221
	Iteration 4Q: 3 clusters Score -106651.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -106668.632812 Penalty: 2201.251221
	Iteration 5Q: 3 clusters Score -106668.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -106681.984375 Penalty: 2201.251221
	Iteration 6Q: 3 clusters Score -106682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -106692.304688 Penalty: 2201.251221
	Iteration 7Q: 3 clusters Score -106692.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -106695.492188 Penalty: 2201.251221
	Iteration 8Q: 3 clusters Score -106695.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -106700.539062 Penalty: 2201.251221
	Iteration 9Q: 3 clusters Score -106700.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -106701.148438 Penalty: 2201.251221
	Iteration 10Q: 3 clusters Score -106701.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -106702.632812 Penalty: 2201.251221
	Iteration 11Q: 3 clusters Score -106702.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -106703.039062 Penalty: 2201.251221
	Iteration 12Q: 3 clusters Score -106703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -106703.039062 Penalty: 2201.251221
	Iteration 13F: 3 clusters Score -106703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Entering Unmasked Estep 
Score: -69345.023438 Penalty: 1067.768433
	Iteration 0F: 2 clusters Score -69345.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -68174.078125 Penalty: 2135.536865
	Iteration 0F: 3 clusters Score -68174.08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -68657.875000 Penalty: 2135.536865
	Iteration 1F: 3 clusters Score -68657.88 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -68914.367188 Penalty: 2135.536865
	Iteration 2F: 3 clusters Score -68914.37 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -69029.757812 Penalty: 2135.536865
	Iteration 3F: 3 clusters Score -69029.76 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -69091.070312 Penalty: 2135.536865
	Iteration 4Q: 3 clusters Score -69091.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -69125.726562 Penalty: 2135.536865
	Iteration 5Q: 3 clusters Score -69125.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -69141.531250 Penalty: 2135.536865
	Iteration 6Q: 3 clusters Score -69141.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -69144.156250 Penalty: 2135.536865
	Iteration 7Q: 3 clusters Score -69144.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -69144.156250 Penalty: 2135.536865
	Iteration 8F: 3 clusters Score -69144.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Entering Unmasked Estep 
Score: -761746.937500 Penalty: 1426.877930
	Iteration 0F: 2 clusters Score -761746.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -756786.062500 Penalty: 2853.755859
	Iteration 0F: 3 clusters Score -756786.1 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -758421.875000 Penalty: 2853.755859
	Iteration 1F: 3 clusters Score -758421.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -758782.312500 Penalty: 2853.755859
	Iteration 2F: 3 clusters Score -758782.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -759121.875000 Penalty: 2853.755859
	Iteration 3F: 3 clusters Score -759121.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -759402.312500 Penalty: 2853.755859
	Iteration 4F: 3 clusters Score -759402.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -759643.062500 Penalty: 2853.755859
	Iteration 5F: 3 clusters Score -759643.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -759913.312500 Penalty: 2853.755859
	Iteration 6F: 3 clusters Score -759913.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -760219.250000 Penalty: 2853.755859
	Iteration 7F: 3 clusters Score -760219.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -760488.562500 Penalty: 2853.755859
	Iteration 8Q: 3 clusters Score -760488.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -760659.500000 Penalty: 2853.755859
	Iteration 9Q: 3 clusters Score -760659.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -760763.062500 Penalty: 2853.755859
	Iteration 10Q: 3 clusters Score -760763.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -760824.187500 Penalty: 2853.755859
	Iteration 11Q: 3 clusters Score -760824.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -760874.625000 Penalty: 2853.755859
	Iteration 12Q: 3 clusters Score -760874.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -760918.625000 Penalty: 2853.755859
	Iteration 13Q: 3 clusters Score -760918.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -760949.375000 Penalty: 2853.755859
	Iteration 14Q: 3 clusters Score -760949.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -760980.312500 Penalty: 2853.755859
	Iteration 15Q: 3 clusters Score -760980.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -761002.750000 Penalty: 2853.755859
	Iteration 16Q: 3 clusters Score -761002.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -761018.062500 Penalty: 2853.755859
	Iteration 17Q: 3 clusters Score -761018.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -761031.937500 Penalty: 2853.755859
	Iteration 18Q: 3 clusters Score -761031.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -761048.375000 Penalty: 2853.755859
	Iteration 19Q: 3 clusters Score -761048.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -761080.125000 Penalty: 2853.755859
	Iteration 20F: 3 clusters Score -761080.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -761128.375000 Penalty: 2853.755859
	Iteration 21Q: 3 clusters Score -761128.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -761214.000000 Penalty: 2853.755859
	Iteration 22Q: 3 clusters Score -761214 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -761346.875000 Penalty: 2853.755859
	Iteration 23Q: 3 clusters Score -761346.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -761488.062500 Penalty: 2853.755859
	Iteration 24Q: 3 clusters Score -761488.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -761564.437500 Penalty: 2853.755859
	Iteration 25Q: 3 clusters Score -761564.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -761606.937500 Penalty: 2853.755859
	Iteration 26Q: 3 clusters Score -761606.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -761639.187500 Penalty: 2853.755859
	Iteration 27Q: 3 clusters Score -761639.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -761655.500000 Penalty: 2853.755859
	Iteration 28Q: 3 clusters Score -761655.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -761669.250000 Penalty: 2853.755859
	Iteration 29Q: 3 clusters Score -761669.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -761677.937500 Penalty: 2853.755859
	Iteration 30Q: 3 clusters Score -761677.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -761684.375000 Penalty: 2853.755859
	Iteration 31Q: 3 clusters Score -761684.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -761688.875000 Penalty: 2853.755859
	Iteration 32Q: 3 clusters Score -761688.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -761695.000000 Penalty: 2853.755859
	Iteration 33Q: 3 clusters Score -761695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -761699.000000 Penalty: 2853.755859
	Iteration 34Q: 3 clusters Score -761699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -761699.062500 Penalty: 2853.755859
	Iteration 35Q: 3 clusters Score -761699.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -761702.125000 Penalty: 2853.755859
	Iteration 36Q: 3 clusters Score -761702.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -761704.750000 Penalty: 2853.755859
	Iteration 37Q: 3 clusters Score -761704.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -761705.875000 Penalty: 2853.755859
	Iteration 38Q: 3 clusters Score -761705.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -761709.125000 Penalty: 2853.755859
	Iteration 39Q: 3 clusters Score -761709.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -761709.125000 Penalty: 2853.755859
	Iteration 40F: 3 clusters Score -761709.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -761710.687500 Penalty: 2853.755859
	Iteration 41Q: 3 clusters Score -761710.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -761711.250000 Penalty: 2853.755859
	Iteration 42Q: 3 clusters Score -761711.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -761712.312500 Penalty: 2853.755859
	Iteration 43Q: 3 clusters Score -761712.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -761714.500000 Penalty: 2853.755859
	Iteration 44Q: 3 clusters Score -761714.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -761714.687500 Penalty: 2853.755859
	Iteration 45Q: 3 clusters Score -761714.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -761715.375000 Penalty: 2853.755859
	Iteration 46Q: 3 clusters Score -761715.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -761715.375000 Penalty: 2853.755859
	Iteration 47F: 3 clusters Score -761715.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -12039.333008 Penalty: 949.575989
	Iteration 0F: 2 clusters Score -12039.33 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 163 members 
Entering Unmasked Estep 
Score: -11224.313477 Penalty: 1899.151978
	Iteration 0F: 3 clusters Score -11224.31 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11659.017578 Penalty: 1899.151978
	Iteration 1F: 3 clusters Score -11659.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11824.803711 Penalty: 1899.151978
	Iteration 2F: 3 clusters Score -11824.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11863.928711 Penalty: 1899.151978
	Iteration 3Q: 3 clusters Score -11863.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11900.600586 Penalty: 1899.151978
	Iteration 4Q: 3 clusters Score -11900.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11975.417969 Penalty: 1899.151978
	Iteration 5Q: 3 clusters Score -11975.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12056.619141 Penalty: 1899.151978
	Iteration 6Q: 3 clusters Score -12056.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12084.879883 Penalty: 1899.151978
	Iteration 7Q: 3 clusters Score -12084.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12118.999023 Penalty: 1899.151978
	Iteration 8Q: 3 clusters Score -12119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12136.737305 Penalty: 1899.151978
	Iteration 9Q: 3 clusters Score -12136.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12139.938477 Penalty: 1899.151978
	Iteration 10Q: 3 clusters Score -12139.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12141.330078 Penalty: 1899.151978
	Iteration 11F: 3 clusters Score -12141.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12144.096680 Penalty: 1899.151978
	Iteration 12Q: 3 clusters Score -12144.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12145.733398 Penalty: 1899.151978
	Iteration 13Q: 3 clusters Score -12145.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12145.733398 Penalty: 1899.151978
	Iteration 14F: 3 clusters Score -12145.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 102564 members 
Mstep: Class 3 contains 7443 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 39489 members 
Mstep: Class 6 contains 10010 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 6980 members 
Mstep: Class 10 contains 103876 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 110195 members 
Mstep: Class 13 contains 13923 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 6518 members 
Mstep: Class 16 contains 8640 members 
Mstep: Class 17 contains 20422 members 
Mstep: Class 18 contains 342 members 
Mstep: Class 19 contains 96017 members 
Mstep: Class 20 contains 25133 members 
Mstep: Class 21 contains 72309 members 
Mstep: Class 22 contains 1429 members 
Mstep: Class 23 contains 4856 members 
Mstep: Class 24 contains 9695 members 
Mstep: Class 25 contains 81865 members 
Mstep: Class 26 contains 35646 members 
Mstep: Class 27 contains 597 members 
Mstep: Class 28 contains 111216 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2861 members 
Mstep: Class 31 contains 4475 members 
Mstep: Class 32 contains 293 members 
Mstep: Class 33 contains 3751 members 
Mstep: Class 34 contains 1258 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 674 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 714 members 
Mstep: Class 39 contains 6508 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 154 members 
Entering Unmasked Estep 
Score: -111759128.000000 Penalty: 91479.007812
Splitting cluster 40 changes total score from -111760240.000000 to -111759128.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 102564 members 
Mstep: Class 3 contains 7443 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 39489 members 
Mstep: Class 6 contains 10010 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 6980 members 
Mstep: Class 10 contains 103876 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 110195 members 
Mstep: Class 13 contains 13923 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 6518 members 
Mstep: Class 16 contains 8640 members 
Mstep: Class 17 contains 20422 members 
Mstep: Class 18 contains 342 members 
Mstep: Class 19 contains 96017 members 
Mstep: Class 20 contains 25133 members 
Mstep: Class 21 contains 72309 members 
Mstep: Class 22 contains 1429 members 
Mstep: Class 23 contains 4856 members 
Mstep: Class 24 contains 9695 members 
Mstep: Class 25 contains 81865 members 
Mstep: Class 26 contains 35646 members 
Mstep: Class 27 contains 597 members 
Mstep: Class 28 contains 111216 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2861 members 
Mstep: Class 31 contains 4475 members 
Mstep: Class 32 contains 293 members 
Mstep: Class 33 contains 3751 members 
Mstep: Class 34 contains 1258 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 674 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 714 members 
Mstep: Class 39 contains 6508 members 
Mstep: Class 40 contains 345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111760464.000000 Penalty: 89247.812500
Iteration 119Q: 41 clusters Score -1.117605e+08 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 102596 members 
Mstep: Class 3 contains 7445 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 39600 members 
Mstep: Class 6 contains 10008 members 
Mstep: Class 7 contains 5127 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 6989 members 
Mstep: Class 10 contains 103892 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 110238 members 
Mstep: Class 13 contains 13919 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 6512 members 
Mstep: Class 16 contains 8643 members 
Mstep: Class 17 contains 20462 members 
Mstep: Class 18 contains 342 members 
Mstep: Class 19 contains 96034 members 
Mstep: Class 20 contains 25066 members 
Mstep: Class 21 contains 72008 members 
Mstep: Class 22 contains 1429 members 
Mstep: Class 23 contains 4857 members 
Mstep: Class 24 contains 9697 members 
Mstep: Class 25 contains 81916 members 
Mstep: Class 26 contains 35707 members 
Mstep: Class 27 contains 597 members 
Mstep: Class 28 contains 111235 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 2868 members 
Mstep: Class 31 contains 4472 members 
Mstep: Class 32 contains 293 members 
Mstep: Class 33 contains 3752 members 
Mstep: Class 34 contains 1259 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 674 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 714 members 
Mstep: Class 39 contains 6508 members 
Mstep: Class 40 contains 345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759952.000000 Penalty: 89247.812500
Iteration 120F: 41 clusters Score -1.1176e+08 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 102639 members 
Mstep: Class 3 contains 7443 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 39720 members 
Mstep: Class 6 contains 10009 members 
Mstep: Class 7 contains 5124 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 6994 members 
Mstep: Class 10 contains 103934 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 110238 members 
Mstep: Class 13 contains 13917 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 6509 members 
Mstep: Class 16 contains 8644 members 
Mstep: Class 17 contains 20494 members 
Mstep: Class 18 contains 348 members 
Mstep: Class 19 contains 96064 members 
Mstep: Class 20 contains 24998 members 
Mstep: Class 21 contains 71707 members 
Mstep: Class 22 contains 1429 members 
Mstep: Class 23 contains 4858 members 
Mstep: Class 24 contains 9700 members 
Mstep: Class 25 contains 81975 members 
Mstep: Class 26 contains 35762 members 
Mstep: Class 27 contains 597 members 
Mstep: Class 28 contains 111246 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 2870 members 
Mstep: Class 31 contains 4471 members 
Mstep: Class 32 contains 282 members 
Mstep: Class 33 contains 3752 members 
Mstep: Class 34 contains 1259 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 675 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 714 members 
Mstep: Class 39 contains 6506 members 
Mstep: Class 40 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111760024.000000 Penalty: 89247.812500
Iteration 121Q: 41 clusters Score -1.1176e+08 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 102690 members 
Mstep: Class 3 contains 7443 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 39850 members 
Mstep: Class 6 contains 10008 members 
Mstep: Class 7 contains 5124 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 6998 members 
Mstep: Class 10 contains 103932 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 110229 members 
Mstep: Class 13 contains 13916 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6506 members 
Mstep: Class 16 contains 8640 members 
Mstep: Class 17 contains 20530 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 96095 members 
Mstep: Class 20 contains 24926 members 
Mstep: Class 21 contains 71421 members 
Mstep: Class 22 contains 1428 members 
Mstep: Class 23 contains 4858 members 
Mstep: Class 24 contains 9704 members 
Mstep: Class 25 contains 82033 members 
Mstep: Class 26 contains 35822 members 
Mstep: Class 27 contains 598 members 
Mstep: Class 28 contains 111264 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 2874 members 
Mstep: Class 31 contains 4472 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 3751 members 
Mstep: Class 34 contains 1259 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 678 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 714 members 
Mstep: Class 39 contains 6512 members 
Mstep: Class 40 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759784.000000 Penalty: 89247.812500
Iteration 122Q: 41 clusters Score -1.117598e+08 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 102746 members 
Mstep: Class 3 contains 7440 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 39986 members 
Mstep: Class 6 contains 10005 members 
Mstep: Class 7 contains 5124 members 
Mstep: Class 8 contains 1446 members 
Mstep: Class 9 contains 7001 members 
Mstep: Class 10 contains 103931 members 
Mstep: Class 11 contains 9462 members 
Mstep: Class 12 contains 110187 members 
Mstep: Class 13 contains 13922 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6508 members 
Mstep: Class 16 contains 8636 members 
Mstep: Class 17 contains 20561 members 
Mstep: Class 18 contains 345 members 
Mstep: Class 19 contains 96133 members 
Mstep: Class 20 contains 24848 members 
Mstep: Class 21 contains 71152 members 
Mstep: Class 22 contains 1429 members 
Mstep: Class 23 contains 4863 members 
Mstep: Class 24 contains 9707 members 
Mstep: Class 25 contains 82105 members 
Mstep: Class 26 contains 35892 members 
Mstep: Class 27 contains 599 members 
Mstep: Class 28 contains 111267 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2874 members 
Mstep: Class 31 contains 4473 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 3754 members 
Mstep: Class 34 contains 1259 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 678 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 716 members 
Mstep: Class 39 contains 6515 members 
Mstep: Class 40 contains 363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759704.000000 Penalty: 89247.812500
Iteration 123Q: 41 clusters Score -1.117597e+08 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 102801 members 
Mstep: Class 3 contains 7437 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 40101 members 
Mstep: Class 6 contains 10001 members 
Mstep: Class 7 contains 5125 members 
Mstep: Class 8 contains 1446 members 
Mstep: Class 9 contains 7007 members 
Mstep: Class 10 contains 103958 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 110097 members 
Mstep: Class 13 contains 13923 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6507 members 
Mstep: Class 16 contains 8629 members 
Mstep: Class 17 contains 20598 members 
Mstep: Class 18 contains 344 members 
Mstep: Class 19 contains 96165 members 
Mstep: Class 20 contains 24761 members 
Mstep: Class 21 contains 70919 members 
Mstep: Class 22 contains 1429 members 
Mstep: Class 23 contains 4866 members 
Mstep: Class 24 contains 9711 members 
Mstep: Class 25 contains 82176 members 
Mstep: Class 26 contains 35958 members 
Mstep: Class 27 contains 599 members 
Mstep: Class 28 contains 111301 members 
Mstep: Class 29 contains 1747 members 
Mstep: Class 30 contains 2877 members 
Mstep: Class 31 contains 4474 members 
Mstep: Class 32 contains 279 members 
Mstep: Class 33 contains 3753 members 
Mstep: Class 34 contains 1259 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 680 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 716 members 
Mstep: Class 39 contains 6517 members 
Mstep: Class 40 contains 363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759512.000000 Penalty: 89247.812500
Iteration 124Q: 41 clusters Score -1.117595e+08 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 102840 members 
Mstep: Class 3 contains 7433 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 40235 members 
Mstep: Class 6 contains 9997 members 
Mstep: Class 7 contains 5127 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 7014 members 
Mstep: Class 10 contains 103955 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 110081 members 
Mstep: Class 13 contains 13920 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6509 members 
Mstep: Class 16 contains 8629 members 
Mstep: Class 17 contains 20622 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 96231 members 
Mstep: Class 20 contains 24671 members 
Mstep: Class 21 contains 70644 members 
Mstep: Class 22 contains 1431 members 
Mstep: Class 23 contains 4865 members 
Mstep: Class 24 contains 9713 members 
Mstep: Class 25 contains 82234 members 
Mstep: Class 26 contains 36015 members 
Mstep: Class 27 contains 599 members 
Mstep: Class 28 contains 111322 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2876 members 
Mstep: Class 31 contains 4476 members 
Mstep: Class 32 contains 279 members 
Mstep: Class 33 contains 3754 members 
Mstep: Class 34 contains 1259 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 685 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 716 members 
Mstep: Class 39 contains 6514 members 
Mstep: Class 40 contains 363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759392.000000 Penalty: 89247.812500
Iteration 125Q: 41 clusters Score -1.117594e+08 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 102874 members 
Mstep: Class 3 contains 7432 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 40369 members 
Mstep: Class 6 contains 9997 members 
Mstep: Class 7 contains 5128 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 7021 members 
Mstep: Class 10 contains 103990 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 110050 members 
Mstep: Class 13 contains 13920 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6509 members 
Mstep: Class 16 contains 8631 members 
Mstep: Class 17 contains 20643 members 
Mstep: Class 18 contains 334 members 
Mstep: Class 19 contains 96301 members 
Mstep: Class 20 contains 24568 members 
Mstep: Class 21 contains 70369 members 
Mstep: Class 22 contains 1433 members 
Mstep: Class 23 contains 4863 members 
Mstep: Class 24 contains 9716 members 
Mstep: Class 25 contains 82273 members 
Mstep: Class 26 contains 36064 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111355 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 2877 members 
Mstep: Class 31 contains 4476 members 
Mstep: Class 32 contains 279 members 
Mstep: Class 33 contains 3752 members 
Mstep: Class 34 contains 1259 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 684 members 
Mstep: Class 37 contains 876 members 
Mstep: Class 38 contains 715 members 
Mstep: Class 39 contains 6509 members 
Mstep: Class 40 contains 363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759296.000000 Penalty: 89247.812500
Iteration 126Q: 41 clusters Score -1.117593e+08 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 102916 members 
Mstep: Class 3 contains 7427 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 40497 members 
Mstep: Class 6 contains 9993 members 
Mstep: Class 7 contains 5131 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 7024 members 
Mstep: Class 10 contains 103992 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 110029 members 
Mstep: Class 13 contains 13916 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6511 members 
Mstep: Class 16 contains 8637 members 
Mstep: Class 17 contains 20659 members 
Mstep: Class 18 contains 332 members 
Mstep: Class 19 contains 96376 members 
Mstep: Class 20 contains 24460 members 
Mstep: Class 21 contains 70135 members 
Mstep: Class 22 contains 1435 members 
Mstep: Class 23 contains 4860 members 
Mstep: Class 24 contains 9719 members 
Mstep: Class 25 contains 82318 members 
Mstep: Class 26 contains 36111 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111379 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 2877 members 
Mstep: Class 31 contains 4475 members 
Mstep: Class 32 contains 280 members 
Mstep: Class 33 contains 3757 members 
Mstep: Class 34 contains 1259 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 683 members 
Mstep: Class 37 contains 876 members 
Mstep: Class 38 contains 716 members 
Mstep: Class 39 contains 6511 members 
Mstep: Class 40 contains 363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759296.000000 Penalty: 89247.812500
Iteration 127Q: 41 clusters Score -1.117593e+08 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 102952 members 
Mstep: Class 3 contains 7424 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 40609 members 
Mstep: Class 6 contains 9986 members 
Mstep: Class 7 contains 5134 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 7029 members 
Mstep: Class 10 contains 103998 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109942 members 
Mstep: Class 13 contains 13922 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 6514 members 
Mstep: Class 16 contains 8637 members 
Mstep: Class 17 contains 20681 members 
Mstep: Class 18 contains 332 members 
Mstep: Class 19 contains 96488 members 
Mstep: Class 20 contains 24344 members 
Mstep: Class 21 contains 69933 members 
Mstep: Class 22 contains 1435 members 
Mstep: Class 23 contains 4862 members 
Mstep: Class 24 contains 9721 members 
Mstep: Class 25 contains 82389 members 
Mstep: Class 26 contains 36165 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111386 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 2878 members 
Mstep: Class 31 contains 4474 members 
Mstep: Class 32 contains 280 members 
Mstep: Class 33 contains 3759 members 
Mstep: Class 34 contains 1259 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 684 members 
Mstep: Class 37 contains 876 members 
Mstep: Class 38 contains 717 members 
Mstep: Class 39 contains 6512 members 
Mstep: Class 40 contains 363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759408.000000 Penalty: 89247.812500
Iteration 128Q: 41 clusters Score -1.117594e+08 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 102965 members 
Mstep: Class 3 contains 7422 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 40713 members 
Mstep: Class 6 contains 9977 members 
Mstep: Class 7 contains 5137 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 7032 members 
Mstep: Class 10 contains 103986 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109925 members 
Mstep: Class 13 contains 13922 members 
Mstep: Class 14 contains 421 members 
Mstep: Class 15 contains 6515 members 
Mstep: Class 16 contains 8646 members 
Mstep: Class 17 contains 20711 members 
Mstep: Class 18 contains 331 members 
Mstep: Class 19 contains 96611 members 
Mstep: Class 20 contains 24242 members 
Mstep: Class 21 contains 69738 members 
Mstep: Class 22 contains 1435 members 
Mstep: Class 23 contains 4859 members 
Mstep: Class 24 contains 9725 members 
Mstep: Class 25 contains 82429 members 
Mstep: Class 26 contains 36208 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111371 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 2881 members 
Mstep: Class 31 contains 4475 members 
Mstep: Class 32 contains 280 members 
Mstep: Class 33 contains 3762 members 
Mstep: Class 34 contains 1260 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 686 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 717 members 
Mstep: Class 39 contains 6510 members 
Mstep: Class 40 contains 363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759480.000000 Penalty: 89247.812500
Iteration 129Q: 41 clusters Score -1.117595e+08 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 102962 members 
Mstep: Class 3 contains 7422 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 40810 members 
Mstep: Class 6 contains 9969 members 
Mstep: Class 7 contains 5139 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 7035 members 
Mstep: Class 10 contains 104029 members 
Mstep: Class 11 contains 9455 members 
Mstep: Class 12 contains 109906 members 
Mstep: Class 13 contains 13923 members 
Mstep: Class 14 contains 421 members 
Mstep: Class 15 contains 6517 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 20731 members 
Mstep: Class 18 contains 329 members 
Mstep: Class 19 contains 96706 members 
Mstep: Class 20 contains 24150 members 
Mstep: Class 21 contains 69537 members 
Mstep: Class 22 contains 1435 members 
Mstep: Class 23 contains 4856 members 
Mstep: Class 24 contains 9725 members 
Mstep: Class 25 contains 82452 members 
Mstep: Class 26 contains 36249 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111378 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 2882 members 
Mstep: Class 31 contains 4476 members 
Mstep: Class 32 contains 279 members 
Mstep: Class 33 contains 3761 members 
Mstep: Class 34 contains 1260 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 690 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 717 members 
Mstep: Class 39 contains 6513 members 
Mstep: Class 40 contains 363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759680.000000 Penalty: 89247.812500
Iteration 130Q: 41 clusters Score -1.117597e+08 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 102967 members 
Mstep: Class 3 contains 7419 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 40918 members 
Mstep: Class 6 contains 9961 members 
Mstep: Class 7 contains 5140 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 7040 members 
Mstep: Class 10 contains 104049 members 
Mstep: Class 11 contains 9454 members 
Mstep: Class 12 contains 109928 members 
Mstep: Class 13 contains 13918 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 6516 members 
Mstep: Class 16 contains 8646 members 
Mstep: Class 17 contains 20760 members 
Mstep: Class 18 contains 327 members 
Mstep: Class 19 contains 96752 members 
Mstep: Class 20 contains 24058 members 
Mstep: Class 21 contains 69324 members 
Mstep: Class 22 contains 1436 members 
Mstep: Class 23 contains 4854 members 
Mstep: Class 24 contains 9725 members 
Mstep: Class 25 contains 82484 members 
Mstep: Class 26 contains 36288 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111409 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 2882 members 
Mstep: Class 31 contains 4478 members 
Mstep: Class 32 contains 279 members 
Mstep: Class 33 contains 3763 members 
Mstep: Class 34 contains 1263 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 690 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 717 members 
Mstep: Class 39 contains 6512 members 
Mstep: Class 40 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759528.000000 Penalty: 89247.812500
Iteration 131Q: 41 clusters Score -1.117595e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 102964 members 
Mstep: Class 3 contains 7419 members 
Mstep: Class 4 contains 483 members 
Mstep: Class 5 contains 41013 members 
Mstep: Class 6 contains 9952 members 
Mstep: Class 7 contains 5141 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 7047 members 
Mstep: Class 10 contains 104083 members 
Mstep: Class 11 contains 9454 members 
Mstep: Class 12 contains 109966 members 
Mstep: Class 13 contains 13912 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 6516 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 20784 members 
Mstep: Class 18 contains 327 members 
Mstep: Class 19 contains 96795 members 
Mstep: Class 20 contains 23972 members 
Mstep: Class 21 contains 69111 members 
Mstep: Class 22 contains 1438 members 
Mstep: Class 23 contains 4850 members 
Mstep: Class 24 contains 9734 members 
Mstep: Class 25 contains 82515 members 
Mstep: Class 26 contains 36333 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111414 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 2881 members 
Mstep: Class 31 contains 4477 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 3767 members 
Mstep: Class 34 contains 1268 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 688 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 717 members 
Mstep: Class 39 contains 6512 members 
Mstep: Class 40 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759736.000000 Penalty: 89247.812500
Iteration 132Q: 41 clusters Score -1.117597e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 102985 members 
Mstep: Class 3 contains 7418 members 
Mstep: Class 4 contains 481 members 
Mstep: Class 5 contains 41116 members 
Mstep: Class 6 contains 9949 members 
Mstep: Class 7 contains 5141 members 
Mstep: Class 8 contains 1448 members 
Mstep: Class 9 contains 7055 members 
Mstep: Class 10 contains 104063 members 
Mstep: Class 11 contains 9454 members 
Mstep: Class 12 contains 109994 members 
Mstep: Class 13 contains 13912 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 6516 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 20814 members 
Mstep: Class 18 contains 327 members 
Mstep: Class 19 contains 96839 members 
Mstep: Class 20 contains 23882 members 
Mstep: Class 21 contains 68924 members 
Mstep: Class 22 contains 1439 members 
Mstep: Class 23 contains 4849 members 
Mstep: Class 24 contains 9738 members 
Mstep: Class 25 contains 82536 members 
Mstep: Class 26 contains 36377 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111421 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 2882 members 
Mstep: Class 31 contains 4476 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 1274 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 686 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 717 members 
Mstep: Class 39 contains 6512 members 
Mstep: Class 40 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759624.000000 Penalty: 89247.812500
Iteration 133Q: 41 clusters Score -1.117596e+08 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 102999 members 
Mstep: Class 3 contains 7416 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 41224 members 
Mstep: Class 6 contains 9947 members 
Mstep: Class 7 contains 5142 members 
Mstep: Class 8 contains 1448 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 104065 members 
Mstep: Class 11 contains 9454 members 
Mstep: Class 12 contains 109969 members 
Mstep: Class 13 contains 13910 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 6518 members 
Mstep: Class 16 contains 8642 members 
Mstep: Class 17 contains 20833 members 
Mstep: Class 18 contains 327 members 
Mstep: Class 19 contains 96911 members 
Mstep: Class 20 contains 23788 members 
Mstep: Class 21 contains 68739 members 
Mstep: Class 22 contains 1439 members 
Mstep: Class 23 contains 4852 members 
Mstep: Class 24 contains 9740 members 
Mstep: Class 25 contains 82576 members 
Mstep: Class 26 contains 36418 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111434 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 2881 members 
Mstep: Class 31 contains 4475 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 3770 members 
Mstep: Class 34 contains 1277 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 682 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 717 members 
Mstep: Class 39 contains 6510 members 
Mstep: Class 40 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759504.000000 Penalty: 89247.812500
Iteration 134Q: 41 clusters Score -1.117595e+08 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 103014 members 
Mstep: Class 3 contains 7412 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 41311 members 
Mstep: Class 6 contains 9945 members 
Mstep: Class 7 contains 5142 members 
Mstep: Class 8 contains 1448 members 
Mstep: Class 9 contains 7065 members 
Mstep: Class 10 contains 104111 members 
Mstep: Class 11 contains 9454 members 
Mstep: Class 12 contains 109955 members 
Mstep: Class 13 contains 13907 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 6518 members 
Mstep: Class 16 contains 8646 members 
Mstep: Class 17 contains 20843 members 
Mstep: Class 18 contains 327 members 
Mstep: Class 19 contains 96961 members 
Mstep: Class 20 contains 23698 members 
Mstep: Class 21 contains 68535 members 
Mstep: Class 22 contains 1440 members 
Mstep: Class 23 contains 4854 members 
Mstep: Class 24 contains 9742 members 
Mstep: Class 25 contains 82630 members 
Mstep: Class 26 contains 36453 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111456 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 2882 members 
Mstep: Class 31 contains 4475 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 3769 members 
Mstep: Class 34 contains 1281 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 681 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 717 members 
Mstep: Class 39 contains 6509 members 
Mstep: Class 40 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759360.000000 Penalty: 89247.812500
Iteration 135Q: 41 clusters Score -1.117594e+08 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 103004 members 
Mstep: Class 3 contains 7413 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 41375 members 
Mstep: Class 6 contains 9944 members 
Mstep: Class 7 contains 5142 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 7067 members 
Mstep: Class 10 contains 104165 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 109994 members 
Mstep: Class 13 contains 13905 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6518 members 
Mstep: Class 16 contains 8645 members 
Mstep: Class 17 contains 20862 members 
Mstep: Class 18 contains 327 members 
Mstep: Class 19 contains 97016 members 
Mstep: Class 20 contains 23622 members 
Mstep: Class 21 contains 68307 members 
Mstep: Class 22 contains 1441 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 9743 members 
Mstep: Class 25 contains 82673 members 
Mstep: Class 26 contains 36492 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111473 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 2882 members 
Mstep: Class 31 contains 4476 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 3763 members 
Mstep: Class 34 contains 1283 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 681 members 
Mstep: Class 37 contains 873 members 
Mstep: Class 38 contains 717 members 
Mstep: Class 39 contains 6506 members 
Mstep: Class 40 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759440.000000 Penalty: 89247.812500
Iteration 136Q: 41 clusters Score -1.117594e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 103038 members 
Mstep: Class 3 contains 7413 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 41432 members 
Mstep: Class 6 contains 9942 members 
Mstep: Class 7 contains 5143 members 
Mstep: Class 8 contains 1446 members 
Mstep: Class 9 contains 7069 members 
Mstep: Class 10 contains 104236 members 
Mstep: Class 11 contains 9452 members 
Mstep: Class 12 contains 109996 members 
Mstep: Class 13 contains 13902 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6518 members 
Mstep: Class 16 contains 8654 members 
Mstep: Class 17 contains 20889 members 
Mstep: Class 18 contains 327 members 
Mstep: Class 19 contains 97065 members 
Mstep: Class 20 contains 23550 members 
Mstep: Class 21 contains 68055 members 
Mstep: Class 22 contains 1443 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 9741 members 
Mstep: Class 25 contains 82701 members 
Mstep: Class 26 contains 36529 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111500 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 2881 members 
Mstep: Class 31 contains 4472 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 3758 members 
Mstep: Class 34 contains 1284 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 680 members 
Mstep: Class 37 contains 873 members 
Mstep: Class 38 contains 717 members 
Mstep: Class 39 contains 6507 members 
Mstep: Class 40 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759352.000000 Penalty: 89247.812500
Iteration 137Q: 41 clusters Score -1.117594e+08 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 103078 members 
Mstep: Class 3 contains 7414 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 41503 members 
Mstep: Class 6 contains 9942 members 
Mstep: Class 7 contains 5145 members 
Mstep: Class 8 contains 1446 members 
Mstep: Class 9 contains 7071 members 
Mstep: Class 10 contains 104342 members 
Mstep: Class 11 contains 9452 members 
Mstep: Class 12 contains 109997 members 
Mstep: Class 13 contains 13903 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6518 members 
Mstep: Class 16 contains 8656 members 
Mstep: Class 17 contains 20908 members 
Mstep: Class 18 contains 327 members 
Mstep: Class 19 contains 97100 members 
Mstep: Class 20 contains 23478 members 
Mstep: Class 21 contains 67810 members 
Mstep: Class 22 contains 1443 members 
Mstep: Class 23 contains 4850 members 
Mstep: Class 24 contains 9738 members 
Mstep: Class 25 contains 82715 members 
Mstep: Class 26 contains 36564 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111511 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 2883 members 
Mstep: Class 31 contains 4469 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 3757 members 
Mstep: Class 34 contains 1286 members 
Mstep: Class 35 contains 268 members 
Mstep: Class 36 contains 680 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 717 members 
Mstep: Class 39 contains 6505 members 
Mstep: Class 40 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759544.000000 Penalty: 89247.812500
Iteration 138Q: 41 clusters Score -1.117595e+08 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 103099 members 
Mstep: Class 3 contains 7413 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 41581 members 
Mstep: Class 6 contains 9941 members 
Mstep: Class 7 contains 5145 members 
Mstep: Class 8 contains 1446 members 
Mstep: Class 9 contains 7076 members 
Mstep: Class 10 contains 104444 members 
Mstep: Class 11 contains 9452 members 
Mstep: Class 12 contains 109963 members 
Mstep: Class 13 contains 13900 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 6519 members 
Mstep: Class 16 contains 8654 members 
Mstep: Class 17 contains 20929 members 
Mstep: Class 18 contains 327 members 
Mstep: Class 19 contains 97137 members 
Mstep: Class 20 contains 23396 members 
Mstep: Class 21 contains 67594 members 
Mstep: Class 22 contains 1443 members 
Mstep: Class 23 contains 4849 members 
Mstep: Class 24 contains 9736 members 
Mstep: Class 25 contains 82730 members 
Mstep: Class 26 contains 36597 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111554 members 
Mstep: Class 29 contains 1747 members 
Mstep: Class 30 contains 2885 members 
Mstep: Class 31 contains 4474 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 3759 members 
Mstep: Class 34 contains 1287 members 
Mstep: Class 35 contains 268 members 
Mstep: Class 36 contains 680 members 
Mstep: Class 37 contains 873 members 
Mstep: Class 38 contains 717 members 
Mstep: Class 39 contains 6503 members 
Mstep: Class 40 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759112.000000 Penalty: 89247.812500
Iteration 139Q: 41 clusters Score -1.117591e+08 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 103106 members 
Mstep: Class 3 contains 7414 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 41666 members 
Mstep: Class 6 contains 9940 members 
Mstep: Class 7 contains 5149 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 7075 members 
Mstep: Class 10 contains 104538 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 109974 members 
Mstep: Class 13 contains 13900 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 6519 members 
Mstep: Class 16 contains 8649 members 
Mstep: Class 17 contains 20955 members 
Mstep: Class 18 contains 327 members 
Mstep: Class 19 contains 97162 members 
Mstep: Class 20 contains 23319 members 
Mstep: Class 21 contains 67359 members 
Mstep: Class 22 contains 1443 members 
Mstep: Class 23 contains 4852 members 
Mstep: Class 24 contains 9730 members 
Mstep: Class 25 contains 82751 members 
Mstep: Class 26 contains 36643 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111562 members 
Mstep: Class 29 contains 1747 members 
Mstep: Class 30 contains 2886 members 
Mstep: Class 31 contains 4473 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 3762 members 
Mstep: Class 34 contains 1289 members 
Mstep: Class 35 contains 268 members 
Mstep: Class 36 contains 679 members 
Mstep: Class 37 contains 872 members 
Mstep: Class 38 contains 717 members 
Mstep: Class 39 contains 6504 members 
Mstep: Class 40 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758992.000000 Penalty: 89247.812500
Iteration 140F: 41 clusters Score -1.11759e+08 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 103109 members 
Mstep: Class 3 contains 7416 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 41772 members 
Mstep: Class 6 contains 9941 members 
Mstep: Class 7 contains 5151 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 7080 members 
Mstep: Class 10 contains 104630 members 
Mstep: Class 11 contains 9454 members 
Mstep: Class 12 contains 109928 members 
Mstep: Class 13 contains 13905 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 6518 members 
Mstep: Class 16 contains 8645 members 
Mstep: Class 17 contains 20979 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 97166 members 
Mstep: Class 20 contains 23243 members 
Mstep: Class 21 contains 67165 members 
Mstep: Class 22 contains 1443 members 
Mstep: Class 23 contains 4853 members 
Mstep: Class 24 contains 9730 members 
Mstep: Class 25 contains 82775 members 
Mstep: Class 26 contains 36693 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111584 members 
Mstep: Class 29 contains 1747 members 
Mstep: Class 30 contains 2886 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 1289 members 
Mstep: Class 35 contains 268 members 
Mstep: Class 36 contains 679 members 
Mstep: Class 37 contains 870 members 
Mstep: Class 38 contains 717 members 
Mstep: Class 39 contains 6503 members 
Mstep: Class 40 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759136.000000 Penalty: 89247.812500
Iteration 141Q: 41 clusters Score -1.117591e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 103148 members 
Mstep: Class 3 contains 7415 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 41881 members 
Mstep: Class 6 contains 9941 members 
Mstep: Class 7 contains 5153 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 7084 members 
Mstep: Class 10 contains 104677 members 
Mstep: Class 11 contains 9454 members 
Mstep: Class 12 contains 109896 members 
Mstep: Class 13 contains 13903 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 6517 members 
Mstep: Class 16 contains 8640 members 
Mstep: Class 17 contains 21018 members 
Mstep: Class 18 contains 343 members 
Mstep: Class 19 contains 97173 members 
Mstep: Class 20 contains 23161 members 
Mstep: Class 21 contains 66955 members 
Mstep: Class 22 contains 1444 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 9733 members 
Mstep: Class 25 contains 82809 members 
Mstep: Class 26 contains 36733 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111605 members 
Mstep: Class 29 contains 1747 members 
Mstep: Class 30 contains 2885 members 
Mstep: Class 31 contains 4473 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 3770 members 
Mstep: Class 34 contains 1290 members 
Mstep: Class 35 contains 268 members 
Mstep: Class 36 contains 681 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 717 members 
Mstep: Class 39 contains 6501 members 
Mstep: Class 40 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759032.000000 Penalty: 89247.812500
Iteration 142Q: 41 clusters Score -1.11759e+08 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 103181 members 
Mstep: Class 3 contains 7415 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 41977 members 
Mstep: Class 6 contains 9942 members 
Mstep: Class 7 contains 5157 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 7092 members 
Mstep: Class 10 contains 104735 members 
Mstep: Class 11 contains 9455 members 
Mstep: Class 12 contains 109843 members 
Mstep: Class 13 contains 13907 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 6520 members 
Mstep: Class 16 contains 8644 members 
Mstep: Class 17 contains 21067 members 
Mstep: Class 18 contains 340 members 
Mstep: Class 19 contains 97192 members 
Mstep: Class 20 contains 23070 members 
Mstep: Class 21 contains 66759 members 
Mstep: Class 22 contains 1444 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 9736 members 
Mstep: Class 25 contains 82824 members 
Mstep: Class 26 contains 36770 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111621 members 
Mstep: Class 29 contains 1747 members 
Mstep: Class 30 contains 2885 members 
Mstep: Class 31 contains 4474 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 3775 members 
Mstep: Class 34 contains 1292 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 682 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 718 members 
Mstep: Class 39 contains 6501 members 
Mstep: Class 40 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759056.000000 Penalty: 89247.812500
Iteration 143Q: 41 clusters Score -1.117591e+08 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 103202 members 
Mstep: Class 3 contains 7417 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 42078 members 
Mstep: Class 6 contains 9942 members 
Mstep: Class 7 contains 5162 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 7097 members 
Mstep: Class 10 contains 104771 members 
Mstep: Class 11 contains 9455 members 
Mstep: Class 12 contains 109832 members 
Mstep: Class 13 contains 13910 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 6524 members 
Mstep: Class 16 contains 8645 members 
Mstep: Class 17 contains 21104 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 19 contains 97217 members 
Mstep: Class 20 contains 22964 members 
Mstep: Class 21 contains 66593 members 
Mstep: Class 22 contains 1444 members 
Mstep: Class 23 contains 4853 members 
Mstep: Class 24 contains 9733 members 
Mstep: Class 25 contains 82839 members 
Mstep: Class 26 contains 36810 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111623 members 
Mstep: Class 29 contains 1747 members 
Mstep: Class 30 contains 2885 members 
Mstep: Class 31 contains 4475 members 
Mstep: Class 32 contains 268 members 
Mstep: Class 33 contains 3779 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 681 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 718 members 
Mstep: Class 39 contains 6501 members 
Mstep: Class 40 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758872.000000 Penalty: 89247.812500
Iteration 144Q: 41 clusters Score -1.117589e+08 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 103232 members 
Mstep: Class 3 contains 7417 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 42198 members 
Mstep: Class 6 contains 9940 members 
Mstep: Class 7 contains 5163 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 7104 members 
Mstep: Class 10 contains 104747 members 
Mstep: Class 11 contains 9455 members 
Mstep: Class 12 contains 109849 members 
Mstep: Class 13 contains 13909 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6525 members 
Mstep: Class 16 contains 8642 members 
Mstep: Class 17 contains 21139 members 
Mstep: Class 18 contains 334 members 
Mstep: Class 19 contains 97264 members 
Mstep: Class 20 contains 22872 members 
Mstep: Class 21 contains 66396 members 
Mstep: Class 22 contains 1444 members 
Mstep: Class 23 contains 4854 members 
Mstep: Class 24 contains 9737 members 
Mstep: Class 25 contains 82847 members 
Mstep: Class 26 contains 36840 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111639 members 
Mstep: Class 29 contains 1747 members 
Mstep: Class 30 contains 2885 members 
Mstep: Class 31 contains 4476 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 3788 members 
Mstep: Class 34 contains 1294 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 681 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 718 members 
Mstep: Class 39 contains 6503 members 
Mstep: Class 40 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758416.000000 Penalty: 89247.812500
Iteration 145Q: 41 clusters Score -1.117584e+08 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 103258 members 
Mstep: Class 3 contains 7416 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 42319 members 
Mstep: Class 6 contains 9937 members 
Mstep: Class 7 contains 5163 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 7109 members 
Mstep: Class 10 contains 104742 members 
Mstep: Class 11 contains 9456 members 
Mstep: Class 12 contains 109844 members 
Mstep: Class 13 contains 13912 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6522 members 
Mstep: Class 16 contains 8644 members 
Mstep: Class 17 contains 21170 members 
Mstep: Class 18 contains 333 members 
Mstep: Class 19 contains 97319 members 
Mstep: Class 20 contains 22791 members 
Mstep: Class 21 contains 66184 members 
Mstep: Class 22 contains 1444 members 
Mstep: Class 23 contains 4856 members 
Mstep: Class 24 contains 9736 members 
Mstep: Class 25 contains 82871 members 
Mstep: Class 26 contains 36874 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111654 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2886 members 
Mstep: Class 31 contains 4478 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 3792 members 
Mstep: Class 34 contains 1294 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 681 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 718 members 
Mstep: Class 39 contains 6501 members 
Mstep: Class 40 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758448.000000 Penalty: 89247.812500
Iteration 146Q: 41 clusters Score -1.117584e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 103307 members 
Mstep: Class 3 contains 7414 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 42417 members 
Mstep: Class 6 contains 9935 members 
Mstep: Class 7 contains 5163 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 7114 members 
Mstep: Class 10 contains 104774 members 
Mstep: Class 11 contains 9455 members 
Mstep: Class 12 contains 109802 members 
Mstep: Class 13 contains 13914 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6522 members 
Mstep: Class 16 contains 8645 members 
Mstep: Class 17 contains 21188 members 
Mstep: Class 18 contains 332 members 
Mstep: Class 19 contains 97401 members 
Mstep: Class 20 contains 22704 members 
Mstep: Class 21 contains 65999 members 
Mstep: Class 22 contains 1444 members 
Mstep: Class 23 contains 4856 members 
Mstep: Class 24 contains 9734 members 
Mstep: Class 25 contains 82884 members 
Mstep: Class 26 contains 36917 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111654 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2887 members 
Mstep: Class 31 contains 4478 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 3791 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 680 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 718 members 
Mstep: Class 39 contains 6497 members 
Mstep: Class 40 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758328.000000 Penalty: 89247.812500
Iteration 147Q: 41 clusters Score -1.117583e+08 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 103355 members 
Mstep: Class 3 contains 7415 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 42518 members 
Mstep: Class 6 contains 9934 members 
Mstep: Class 7 contains 5163 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 7116 members 
Mstep: Class 10 contains 104778 members 
Mstep: Class 11 contains 9454 members 
Mstep: Class 12 contains 109772 members 
Mstep: Class 13 contains 13919 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6522 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 21212 members 
Mstep: Class 18 contains 331 members 
Mstep: Class 19 contains 97471 members 
Mstep: Class 20 contains 22616 members 
Mstep: Class 21 contains 65815 members 
Mstep: Class 22 contains 1444 members 
Mstep: Class 23 contains 4853 members 
Mstep: Class 24 contains 9727 members 
Mstep: Class 25 contains 82905 members 
Mstep: Class 26 contains 36946 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111672 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2888 members 
Mstep: Class 31 contains 4479 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 3790 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 681 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 718 members 
Mstep: Class 39 contains 6496 members 
Mstep: Class 40 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758232.000000 Penalty: 89247.812500
Iteration 148Q: 41 clusters Score -1.117582e+08 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 103386 members 
Mstep: Class 3 contains 7414 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 42617 members 
Mstep: Class 6 contains 9931 members 
Mstep: Class 7 contains 5163 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 7120 members 
Mstep: Class 10 contains 104807 members 
Mstep: Class 11 contains 9455 members 
Mstep: Class 12 contains 109720 members 
Mstep: Class 13 contains 13920 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6527 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 21246 members 
Mstep: Class 18 contains 332 members 
Mstep: Class 19 contains 97548 members 
Mstep: Class 20 contains 22515 members 
Mstep: Class 21 contains 65635 members 
Mstep: Class 22 contains 1444 members 
Mstep: Class 23 contains 4850 members 
Mstep: Class 24 contains 9725 members 
Mstep: Class 25 contains 82925 members 
Mstep: Class 26 contains 36967 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111703 members 
Mstep: Class 29 contains 1746 members 
Mstep: Class 30 contains 2887 members 
Mstep: Class 31 contains 4480 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 3790 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 680 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 718 members 
Mstep: Class 39 contains 6499 members 
Mstep: Class 40 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758264.000000 Penalty: 89247.812500
Iteration 149Q: 41 clusters Score -1.117583e+08 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 103415 members 
Mstep: Class 3 contains 7411 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 42715 members 
Mstep: Class 6 contains 9928 members 
Mstep: Class 7 contains 5163 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 7126 members 
Mstep: Class 10 contains 104821 members 
Mstep: Class 11 contains 9455 members 
Mstep: Class 12 contains 109691 members 
Mstep: Class 13 contains 13924 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6526 members 
Mstep: Class 16 contains 8649 members 
Mstep: Class 17 contains 21278 members 
Mstep: Class 18 contains 331 members 
Mstep: Class 19 contains 97637 members 
Mstep: Class 20 contains 22395 members 
Mstep: Class 21 contains 65453 members 
Mstep: Class 22 contains 1444 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 9725 members 
Mstep: Class 25 contains 82945 members 
Mstep: Class 26 contains 36996 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111718 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2888 members 
Mstep: Class 31 contains 4478 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 3796 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 681 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 718 members 
Mstep: Class 39 contains 6503 members 
Mstep: Class 40 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758400.000000 Penalty: 89247.812500
Iteration 150Q: 41 clusters Score -1.117584e+08 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 103469 members 
Mstep: Class 3 contains 7410 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 42816 members 
Mstep: Class 6 contains 9925 members 
Mstep: Class 7 contains 5163 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 7126 members 
Mstep: Class 10 contains 104843 members 
Mstep: Class 11 contains 9455 members 
Mstep: Class 12 contains 109667 members 
Mstep: Class 13 contains 13923 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6527 members 
Mstep: Class 16 contains 8652 members 
Mstep: Class 17 contains 21303 members 
Mstep: Class 18 contains 330 members 
Mstep: Class 19 contains 97732 members 
Mstep: Class 20 contains 22292 members 
Mstep: Class 21 contains 65265 members 
Mstep: Class 22 contains 1444 members 
Mstep: Class 23 contains 4850 members 
Mstep: Class 24 contains 9727 members 
Mstep: Class 25 contains 82928 members 
Mstep: Class 26 contains 37025 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111735 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 2888 members 
Mstep: Class 31 contains 4477 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 3798 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 681 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6503 members 
Mstep: Class 40 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758248.000000 Penalty: 89247.812500
Iteration 151Q: 41 clusters Score -1.117582e+08 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 103517 members 
Mstep: Class 3 contains 7411 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 42916 members 
Mstep: Class 6 contains 9922 members 
Mstep: Class 7 contains 5162 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 7125 members 
Mstep: Class 10 contains 104892 members 
Mstep: Class 11 contains 9455 members 
Mstep: Class 12 contains 109644 members 
Mstep: Class 13 contains 13919 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6528 members 
Mstep: Class 16 contains 8651 members 
Mstep: Class 17 contains 21323 members 
Mstep: Class 18 contains 329 members 
Mstep: Class 19 contains 97833 members 
Mstep: Class 20 contains 22191 members 
Mstep: Class 21 contains 65065 members 
Mstep: Class 22 contains 1445 members 
Mstep: Class 23 contains 4853 members 
Mstep: Class 24 contains 9729 members 
Mstep: Class 25 contains 82904 members 
Mstep: Class 26 contains 37052 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111754 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2888 members 
Mstep: Class 31 contains 4476 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 3798 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 680 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6502 members 
Mstep: Class 40 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758120.000000 Penalty: 89247.812500
Iteration 152Q: 41 clusters Score -1.117581e+08 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 103552 members 
Mstep: Class 3 contains 7412 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 43035 members 
Mstep: Class 6 contains 9916 members 
Mstep: Class 7 contains 5162 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 7129 members 
Mstep: Class 10 contains 104903 members 
Mstep: Class 11 contains 9455 members 
Mstep: Class 12 contains 109582 members 
Mstep: Class 13 contains 13917 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6530 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 21341 members 
Mstep: Class 18 contains 328 members 
Mstep: Class 19 contains 97915 members 
Mstep: Class 20 contains 22085 members 
Mstep: Class 21 contains 64899 members 
Mstep: Class 22 contains 1446 members 
Mstep: Class 23 contains 4852 members 
Mstep: Class 24 contains 9728 members 
Mstep: Class 25 contains 82915 members 
Mstep: Class 26 contains 37083 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111796 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2887 members 
Mstep: Class 31 contains 4477 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 3797 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 679 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6502 members 
Mstep: Class 40 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758216.000000 Penalty: 89247.812500
Iteration 153Q: 41 clusters Score -1.117582e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 103574 members 
Mstep: Class 3 contains 7413 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 43135 members 
Mstep: Class 6 contains 9912 members 
Mstep: Class 7 contains 5162 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7130 members 
Mstep: Class 10 contains 104974 members 
Mstep: Class 11 contains 9456 members 
Mstep: Class 12 contains 109511 members 
Mstep: Class 13 contains 13912 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6532 members 
Mstep: Class 16 contains 8649 members 
Mstep: Class 17 contains 21362 members 
Mstep: Class 18 contains 327 members 
Mstep: Class 19 contains 97990 members 
Mstep: Class 20 contains 21983 members 
Mstep: Class 21 contains 64741 members 
Mstep: Class 22 contains 1446 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 9730 members 
Mstep: Class 25 contains 82922 members 
Mstep: Class 26 contains 37113 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111815 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2887 members 
Mstep: Class 31 contains 4477 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 3797 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 679 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6498 members 
Mstep: Class 40 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758096.000000 Penalty: 89247.812500
Iteration 154Q: 41 clusters Score -1.117581e+08 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 103587 members 
Mstep: Class 3 contains 7413 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 43255 members 
Mstep: Class 6 contains 9908 members 
Mstep: Class 7 contains 5165 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7130 members 
Mstep: Class 10 contains 104963 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 109469 members 
Mstep: Class 13 contains 13912 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6532 members 
Mstep: Class 16 contains 8655 members 
Mstep: Class 17 contains 21384 members 
Mstep: Class 18 contains 327 members 
Mstep: Class 19 contains 98034 members 
Mstep: Class 20 contains 21877 members 
Mstep: Class 21 contains 64626 members 
Mstep: Class 22 contains 1447 members 
Mstep: Class 23 contains 4852 members 
Mstep: Class 24 contains 9735 members 
Mstep: Class 25 contains 82948 members 
Mstep: Class 26 contains 37140 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111840 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2885 members 
Mstep: Class 31 contains 4473 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 3797 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 677 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6498 members 
Mstep: Class 40 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758272.000000 Penalty: 89247.812500
Iteration 155Q: 41 clusters Score -1.117583e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 103588 members 
Mstep: Class 3 contains 7412 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 43365 members 
Mstep: Class 6 contains 9906 members 
Mstep: Class 7 contains 5168 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7133 members 
Mstep: Class 10 contains 104970 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109407 members 
Mstep: Class 13 contains 13910 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6531 members 
Mstep: Class 16 contains 8656 members 
Mstep: Class 17 contains 21421 members 
Mstep: Class 18 contains 327 members 
Mstep: Class 19 contains 98072 members 
Mstep: Class 20 contains 21762 members 
Mstep: Class 21 contains 64531 members 
Mstep: Class 22 contains 1448 members 
Mstep: Class 23 contains 4852 members 
Mstep: Class 24 contains 9739 members 
Mstep: Class 25 contains 82983 members 
Mstep: Class 26 contains 37171 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111862 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2884 members 
Mstep: Class 31 contains 4471 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 3799 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 676 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6495 members 
Mstep: Class 40 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758192.000000 Penalty: 89247.812500
Iteration 156Q: 41 clusters Score -1.117582e+08 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 103624 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 43464 members 
Mstep: Class 6 contains 9904 members 
Mstep: Class 7 contains 5170 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7135 members 
Mstep: Class 10 contains 104943 members 
Mstep: Class 11 contains 9456 members 
Mstep: Class 12 contains 109388 members 
Mstep: Class 13 contains 13910 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6531 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 21446 members 
Mstep: Class 18 contains 327 members 
Mstep: Class 19 contains 98106 members 
Mstep: Class 20 contains 21658 members 
Mstep: Class 21 contains 64434 members 
Mstep: Class 22 contains 1449 members 
Mstep: Class 23 contains 4850 members 
Mstep: Class 24 contains 9740 members 
Mstep: Class 25 contains 83012 members 
Mstep: Class 26 contains 37205 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111865 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 2886 members 
Mstep: Class 31 contains 4472 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 3800 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 676 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6495 members 
Mstep: Class 40 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758328.000000 Penalty: 89247.812500
Iteration 157Q: 41 clusters Score -1.117583e+08 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 103647 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 43567 members 
Mstep: Class 6 contains 9902 members 
Mstep: Class 7 contains 5172 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7139 members 
Mstep: Class 10 contains 104901 members 
Mstep: Class 11 contains 9456 members 
Mstep: Class 12 contains 109375 members 
Mstep: Class 13 contains 13910 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6530 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 21489 members 
Mstep: Class 18 contains 327 members 
Mstep: Class 19 contains 98138 members 
Mstep: Class 20 contains 21547 members 
Mstep: Class 21 contains 64335 members 
Mstep: Class 22 contains 1449 members 
Mstep: Class 23 contains 4849 members 
Mstep: Class 24 contains 9736 members 
Mstep: Class 25 contains 83040 members 
Mstep: Class 26 contains 37254 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111861 members 
Mstep: Class 29 contains 1746 members 
Mstep: Class 30 contains 2886 members 
Mstep: Class 31 contains 4472 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 3804 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 676 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6492 members 
Mstep: Class 40 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758520.000000 Penalty: 89247.812500
Iteration 158Q: 41 clusters Score -1.117585e+08 nChanged 1086
Entering ConstructFrom: 
Score: -111758520.000000 Penalty: 89247.812500
Entering ConstructFrom: 
Trying to split cluster 1 (7876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Entering Unmasked Estep 
Score: -981049.562500 Penalty: 1457.881104
	Iteration 0F: 2 clusters Score -981049.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -975233.000000 Penalty: 2915.762207
	Iteration 0F: 3 clusters Score -975233 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -976999.625000 Penalty: 2915.762207
	Iteration 1F: 3 clusters Score -976999.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -977273.062500 Penalty: 2915.762207
	Iteration 2F: 3 clusters Score -977273.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -977514.875000 Penalty: 2915.762207
	Iteration 3F: 3 clusters Score -977514.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -977745.312500 Penalty: 2915.762207
	Iteration 4F: 3 clusters Score -977745.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -977976.125000 Penalty: 2915.762207
	Iteration 5Q: 3 clusters Score -977976.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -978232.937500 Penalty: 2915.762207
	Iteration 6F: 3 clusters Score -978232.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -978505.625000 Penalty: 2915.762207
	Iteration 7F: 3 clusters Score -978505.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -978800.375000 Penalty: 2915.762207
	Iteration 8Q: 3 clusters Score -978800.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -979090.375000 Penalty: 2915.762207
	Iteration 9Q: 3 clusters Score -979090.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -979325.250000 Penalty: 2915.762207
	Iteration 10Q: 3 clusters Score -979325.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -979468.562500 Penalty: 2915.762207
	Iteration 11Q: 3 clusters Score -979468.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -979581.437500 Penalty: 2915.762207
	Iteration 12Q: 3 clusters Score -979581.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -979654.937500 Penalty: 2915.762207
	Iteration 13Q: 3 clusters Score -979654.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -979708.187500 Penalty: 2915.762207
	Iteration 14Q: 3 clusters Score -979708.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -979760.312500 Penalty: 2915.762207
	Iteration 15Q: 3 clusters Score -979760.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -979815.375000 Penalty: 2915.762207
	Iteration 16Q: 3 clusters Score -979815.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -979857.312500 Penalty: 2915.762207
	Iteration 17Q: 3 clusters Score -979857.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -979873.312500 Penalty: 2915.762207
	Iteration 18Q: 3 clusters Score -979873.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -979880.437500 Penalty: 2915.762207
	Iteration 19Q: 3 clusters Score -979880.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -979889.937500 Penalty: 2915.762207
	Iteration 20F: 3 clusters Score -979889.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -979894.937500 Penalty: 2915.762207
	Iteration 21Q: 3 clusters Score -979894.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -979904.562500 Penalty: 2915.762207
	Iteration 22Q: 3 clusters Score -979904.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -979910.437500 Penalty: 2915.762207
	Iteration 23Q: 3 clusters Score -979910.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -979915.562500 Penalty: 2915.762207
	Iteration 24Q: 3 clusters Score -979915.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -979920.000000 Penalty: 2915.762207
	Iteration 25Q: 3 clusters Score -979920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -979923.875000 Penalty: 2915.762207
	Iteration 26Q: 3 clusters Score -979923.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -979923.875000 Penalty: 2915.762207
	Iteration 27F: 3 clusters Score -979923.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (103659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103659 members 
Entering Unmasked Estep 
Score: -13043607.000000 Penalty: 1876.689941
	Iteration 0F: 2 clusters Score -1.304361e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51740 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -12977503.000000 Penalty: 3753.379883
	Iteration 0F: 3 clusters Score -1.29775e+07 nChanged 49865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 54074 members 
Entering Unmasked Estep 
Score: -13006682.000000 Penalty: 3753.379883
	Iteration 1F: 3 clusters Score -1.300668e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 55314 members 
Entering Unmasked Estep 
Score: -13007749.000000 Penalty: 3753.379883
	Iteration 2Q: 3 clusters Score -1.300775e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 57231 members 
Entering Unmasked Estep 
Score: -13009242.000000 Penalty: 3753.379883
	Iteration 3Q: 3 clusters Score -1.300924e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 59944 members 
Entering Unmasked Estep 
Score: -13011418.000000 Penalty: 3753.379883
	Iteration 4Q: 3 clusters Score -1.301142e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 63662 members 
Entering Unmasked Estep 
Score: -13014344.000000 Penalty: 3753.379883
	Iteration 5F: 3 clusters Score -1.301434e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 68420 members 
Entering Unmasked Estep 
Score: -13018661.000000 Penalty: 3753.379883
	Iteration 6F: 3 clusters Score -1.301866e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 73889 members 
Entering Unmasked Estep 
Score: -13024055.000000 Penalty: 3753.379883
	Iteration 7F: 3 clusters Score -1.302406e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 79017 members 
Entering Unmasked Estep 
Score: -13029613.000000 Penalty: 3753.379883
	Iteration 8F: 3 clusters Score -1.302961e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 83052 members 
Entering Unmasked Estep 
Score: -13034241.000000 Penalty: 3753.379883
	Iteration 9F: 3 clusters Score -1.303424e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 85741 members 
Entering Unmasked Estep 
Score: -13037355.000000 Penalty: 3753.379883
	Iteration 10Q: 3 clusters Score -1.303736e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 87692 members 
Entering Unmasked Estep 
Score: -13039385.000000 Penalty: 3753.379883
	Iteration 11Q: 3 clusters Score -1.303938e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 89219 members 
Entering Unmasked Estep 
Score: -13040650.000000 Penalty: 3753.379883
	Iteration 12Q: 3 clusters Score -1.304065e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 90419 members 
Entering Unmasked Estep 
Score: -13041505.000000 Penalty: 3753.379883
	Iteration 13Q: 3 clusters Score -1.30415e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 91392 members 
Entering Unmasked Estep 
Score: -13042176.000000 Penalty: 3753.379883
	Iteration 14Q: 3 clusters Score -1.304218e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 92261 members 
Entering Unmasked Estep 
Score: -13042744.000000 Penalty: 3753.379883
	Iteration 15Q: 3 clusters Score -1.304274e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 92951 members 
Entering Unmasked Estep 
Score: -13043043.000000 Penalty: 3753.379883
	Iteration 16Q: 3 clusters Score -1.304304e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 93494 members 
Entering Unmasked Estep 
Score: -13043370.000000 Penalty: 3753.379883
	Iteration 17Q: 3 clusters Score -1.304337e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 93956 members 
Entering Unmasked Estep 
Score: -13043566.000000 Penalty: 3753.379883
	Iteration 18Q: 3 clusters Score -1.304357e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 94318 members 
Entering Unmasked Estep 
Score: -13043735.000000 Penalty: 3753.379883
	Iteration 19Q: 3 clusters Score -1.304374e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 94619 members 
Entering Unmasked Estep 
Score: -13043832.000000 Penalty: 3753.379883
	Iteration 20F: 3 clusters Score -1.304383e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 94897 members 
Entering Unmasked Estep 
Score: -13043891.000000 Penalty: 3753.379883
	Iteration 21Q: 3 clusters Score -1.304389e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 95141 members 
Entering Unmasked Estep 
Score: -13043955.000000 Penalty: 3753.379883
	Iteration 22Q: 3 clusters Score -1.304396e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 95362 members 
Entering Unmasked Estep 
Score: -13043957.000000 Penalty: 3753.379883
	Iteration 23Q: 3 clusters Score -1.304396e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 95577 members 
Entering Unmasked Estep 
Score: -13044029.000000 Penalty: 3753.379883
	Iteration 24Q: 3 clusters Score -1.304403e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 95758 members 
Entering Unmasked Estep 
Score: -13044000.000000 Penalty: 3753.379883
	Iteration 25Q: 3 clusters Score -1.3044e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 95945 members 
Entering Unmasked Estep 
Score: -13044005.000000 Penalty: 3753.379883
	Iteration 26Q: 3 clusters Score -1.3044e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 96119 members 
Entering Unmasked Estep 
Score: -13044002.000000 Penalty: 3753.379883
	Iteration 27Q: 3 clusters Score -1.3044e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 96293 members 
Entering Unmasked Estep 
Score: -13043986.000000 Penalty: 3753.379883
	Iteration 28Q: 3 clusters Score -1.304399e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 96438 members 
Entering Unmasked Estep 
Score: -13044004.000000 Penalty: 3753.379883
	Iteration 29Q: 3 clusters Score -1.3044e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 96559 members 
Entering Unmasked Estep 
Score: -13043968.000000 Penalty: 3753.379883
	Iteration 30Q: 3 clusters Score -1.304397e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 96686 members 
Entering Unmasked Estep 
Score: -13043957.000000 Penalty: 3753.379883
	Iteration 31Q: 3 clusters Score -1.304396e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 96800 members 
Entering Unmasked Estep 
Score: -13043969.000000 Penalty: 3753.379883
	Iteration 32Q: 3 clusters Score -1.304397e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 96916 members 
Entering Unmasked Estep 
Score: -13043948.000000 Penalty: 3753.379883
	Iteration 33Q: 3 clusters Score -1.304395e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 97030 members 
Entering Unmasked Estep 
Score: -13043943.000000 Penalty: 3753.379883
	Iteration 34Q: 3 clusters Score -1.304394e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 97131 members 
Entering Unmasked Estep 
Score: -13043929.000000 Penalty: 3753.379883
	Iteration 35Q: 3 clusters Score -1.304393e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 97208 members 
Entering Unmasked Estep 
Score: -13043899.000000 Penalty: 3753.379883
	Iteration 36Q: 3 clusters Score -1.30439e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 97289 members 
Entering Unmasked Estep 
Score: -13043908.000000 Penalty: 3753.379883
	Iteration 37Q: 3 clusters Score -1.304391e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 97364 members 
Entering Unmasked Estep 
Score: -13043881.000000 Penalty: 3753.379883
	Iteration 38Q: 3 clusters Score -1.304388e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 97437 members 
Entering Unmasked Estep 
Score: -13043840.000000 Penalty: 3753.379883
	Iteration 39Q: 3 clusters Score -1.304384e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 97506 members 
Entering Unmasked Estep 
Score: -13043826.000000 Penalty: 3753.379883
	Iteration 40F: 3 clusters Score -1.304383e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 97565 members 
Entering Unmasked Estep 
Score: -13043834.000000 Penalty: 3753.379883
	Iteration 41Q: 3 clusters Score -1.304383e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 97619 members 
Entering Unmasked Estep 
Score: -13043837.000000 Penalty: 3753.379883
	Iteration 42Q: 3 clusters Score -1.304384e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 97667 members 
Entering Unmasked Estep 
Score: -13043826.000000 Penalty: 3753.379883
	Iteration 43Q: 3 clusters Score -1.304383e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 97719 members 
Entering Unmasked Estep 
Score: -13043801.000000 Penalty: 3753.379883
	Iteration 44Q: 3 clusters Score -1.30438e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 97776 members 
Entering Unmasked Estep 
Score: -13043795.000000 Penalty: 3753.379883
	Iteration 45Q: 3 clusters Score -1.30438e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 97849 members 
Entering Unmasked Estep 
Score: -13043784.000000 Penalty: 3753.379883
	Iteration 46Q: 3 clusters Score -1.304378e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 97905 members 
Entering Unmasked Estep 
Score: -13043767.000000 Penalty: 3753.379883
	Iteration 47Q: 3 clusters Score -1.304377e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 97969 members 
Entering Unmasked Estep 
Score: -13043762.000000 Penalty: 3753.379883
	Iteration 48Q: 3 clusters Score -1.304376e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 98039 members 
Entering Unmasked Estep 
Score: -13043766.000000 Penalty: 3753.379883
	Iteration 49Q: 3 clusters Score -1.304377e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 98111 members 
Entering Unmasked Estep 
Score: -13043782.000000 Penalty: 3753.379883
	Iteration 50Q: 3 clusters Score -1.304378e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 98183 members 
Entering Unmasked Estep 
Score: -13043764.000000 Penalty: 3753.379883
	Iteration 51Q: 3 clusters Score -1.304376e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 98236 members 
Entering Unmasked Estep 
Score: -13043751.000000 Penalty: 3753.379883
	Iteration 52Q: 3 clusters Score -1.304375e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 98271 members 
Entering Unmasked Estep 
Score: -13043761.000000 Penalty: 3753.379883
	Iteration 53Q: 3 clusters Score -1.304376e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 98312 members 
Entering Unmasked Estep 
Score: -13043762.000000 Penalty: 3753.379883
	Iteration 54Q: 3 clusters Score -1.304376e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 98349 members 
Entering Unmasked Estep 
Score: -13043755.000000 Penalty: 3753.379883
	Iteration 55Q: 3 clusters Score -1.304376e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 98378 members 
Entering Unmasked Estep 
Score: -13043758.000000 Penalty: 3753.379883
	Iteration 56Q: 3 clusters Score -1.304376e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 98404 members 
Entering Unmasked Estep 
Score: -13043764.000000 Penalty: 3753.379883
	Iteration 57Q: 3 clusters Score -1.304376e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 98431 members 
Entering Unmasked Estep 
Score: -13043746.000000 Penalty: 3753.379883
	Iteration 58Q: 3 clusters Score -1.304375e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 98452 members 
Entering Unmasked Estep 
Score: -13043751.000000 Penalty: 3753.379883
	Iteration 59Q: 3 clusters Score -1.304375e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 98472 members 
Entering Unmasked Estep 
Score: -13043747.000000 Penalty: 3753.379883
	Iteration 60F: 3 clusters Score -1.304375e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 98487 members 
Entering Unmasked Estep 
Score: -13043741.000000 Penalty: 3753.379883
	Iteration 61Q: 3 clusters Score -1.304374e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 98504 members 
Entering Unmasked Estep 
Score: -13043735.000000 Penalty: 3753.379883
	Iteration 62Q: 3 clusters Score -1.304374e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 98519 members 
Entering Unmasked Estep 
Score: -13043742.000000 Penalty: 3753.379883
	Iteration 63Q: 3 clusters Score -1.304374e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 98536 members 
Entering Unmasked Estep 
Score: -13043732.000000 Penalty: 3753.379883
	Iteration 64Q: 3 clusters Score -1.304373e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 98549 members 
Entering Unmasked Estep 
Score: -13043737.000000 Penalty: 3753.379883
	Iteration 65Q: 3 clusters Score -1.304374e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 98554 members 
Entering Unmasked Estep 
Score: -13043737.000000 Penalty: 3753.379883
	Iteration 66Q: 3 clusters Score -1.304374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 98559 members 
Entering Unmasked Estep 
Score: -13043724.000000 Penalty: 3753.379883
	Iteration 67Q: 3 clusters Score -1.304372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 98563 members 
Entering Unmasked Estep 
Score: -13043718.000000 Penalty: 3753.379883
	Iteration 68Q: 3 clusters Score -1.304372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 98567 members 
Entering Unmasked Estep 
Score: -13043725.000000 Penalty: 3753.379883
	Iteration 69Q: 3 clusters Score -1.304372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 98575 members 
Entering Unmasked Estep 
Score: -13043718.000000 Penalty: 3753.379883
	Iteration 70Q: 3 clusters Score -1.304372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 98581 members 
Entering Unmasked Estep 
Score: -13043714.000000 Penalty: 3753.379883
	Iteration 71Q: 3 clusters Score -1.304371e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 98587 members 
Entering Unmasked Estep 
Score: -13043719.000000 Penalty: 3753.379883
	Iteration 72Q: 3 clusters Score -1.304372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 98591 members 
Entering Unmasked Estep 
Score: -13043711.000000 Penalty: 3753.379883
	Iteration 73Q: 3 clusters Score -1.304371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 98596 members 
Entering Unmasked Estep 
Score: -13043708.000000 Penalty: 3753.379883
	Iteration 74Q: 3 clusters Score -1.304371e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 98604 members 
Entering Unmasked Estep 
Score: -13043720.000000 Penalty: 3753.379883
	Iteration 75Q: 3 clusters Score -1.304372e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 98615 members 
Entering Unmasked Estep 
Score: -13043724.000000 Penalty: 3753.379883
	Iteration 76Q: 3 clusters Score -1.304372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 98622 members 
Entering Unmasked Estep 
Score: -13043707.000000 Penalty: 3753.379883
	Iteration 77Q: 3 clusters Score -1.304371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 98622 members 
Entering Unmasked Estep 
Score: -13043707.000000 Penalty: 3753.379883
	Iteration 78F: 3 clusters Score -1.304371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 5037 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 43661 members 
Mstep: Class 6 contains 9900 members 
Mstep: Class 7 contains 5174 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7139 members 
Mstep: Class 10 contains 104888 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 109389 members 
Mstep: Class 13 contains 13907 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6530 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 21518 members 
Mstep: Class 18 contains 327 members 
Mstep: Class 19 contains 98187 members 
Mstep: Class 20 contains 21441 members 
Mstep: Class 21 contains 64210 members 
Mstep: Class 22 contains 1449 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 9736 members 
Mstep: Class 25 contains 83058 members 
Mstep: Class 26 contains 37296 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111859 members 
Mstep: Class 29 contains 1746 members 
Mstep: Class 30 contains 2884 members 
Mstep: Class 31 contains 4471 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 3809 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 676 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6487 members 
Mstep: Class 40 contains 370 members 
Mstep: Class 41 contains 98622 members 
Entering Unmasked Estep 
Score: -111758200.000000 Penalty: 91479.007812
Splitting cluster 2 changes total score from -111758520.000000 to -111758200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (7409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Entering Unmasked Estep 
Score: -878481.687500 Penalty: 1447.948242
	Iteration 0F: 2 clusters Score -878481.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -872995.125000 Penalty: 2895.896484
	Iteration 0F: 3 clusters Score -872995.1 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -874830.187500 Penalty: 2895.896484
	Iteration 1F: 3 clusters Score -874830.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -875167.500000 Penalty: 2895.896484
	Iteration 2F: 3 clusters Score -875167.5 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -875425.437500 Penalty: 2895.896484
	Iteration 3F: 3 clusters Score -875425.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -875636.562500 Penalty: 2895.896484
	Iteration 4F: 3 clusters Score -875636.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -875818.562500 Penalty: 2895.896484
	Iteration 5Q: 3 clusters Score -875818.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -875987.875000 Penalty: 2895.896484
	Iteration 6Q: 3 clusters Score -875987.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -876156.500000 Penalty: 2895.896484
	Iteration 7Q: 3 clusters Score -876156.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -876312.687500 Penalty: 2895.896484
	Iteration 8Q: 3 clusters Score -876312.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -876453.437500 Penalty: 2895.896484
	Iteration 9Q: 3 clusters Score -876453.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -876602.750000 Penalty: 2895.896484
	Iteration 10Q: 3 clusters Score -876602.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -876751.312500 Penalty: 2895.896484
	Iteration 11Q: 3 clusters Score -876751.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -876899.625000 Penalty: 2895.896484
	Iteration 12Q: 3 clusters Score -876899.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -877064.875000 Penalty: 2895.896484
	Iteration 13Q: 3 clusters Score -877064.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -877223.937500 Penalty: 2895.896484
	Iteration 14Q: 3 clusters Score -877223.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -877327.625000 Penalty: 2895.896484
	Iteration 15Q: 3 clusters Score -877327.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -877412.437500 Penalty: 2895.896484
	Iteration 16Q: 3 clusters Score -877412.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -877478.375000 Penalty: 2895.896484
	Iteration 17Q: 3 clusters Score -877478.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -877539.062500 Penalty: 2895.896484
	Iteration 18Q: 3 clusters Score -877539.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -877596.250000 Penalty: 2895.896484
	Iteration 19Q: 3 clusters Score -877596.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -877644.062500 Penalty: 2895.896484
	Iteration 20F: 3 clusters Score -877644.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -877696.562500 Penalty: 2895.896484
	Iteration 21Q: 3 clusters Score -877696.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -877729.000000 Penalty: 2895.896484
	Iteration 22Q: 3 clusters Score -877729 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -877747.437500 Penalty: 2895.896484
	Iteration 23Q: 3 clusters Score -877747.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -877759.187500 Penalty: 2895.896484
	Iteration 24Q: 3 clusters Score -877759.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -877765.750000 Penalty: 2895.896484
	Iteration 25Q: 3 clusters Score -877765.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -877772.000000 Penalty: 2895.896484
	Iteration 26Q: 3 clusters Score -877772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -877778.812500 Penalty: 2895.896484
	Iteration 27Q: 3 clusters Score -877778.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -877781.687500 Penalty: 2895.896484
	Iteration 28Q: 3 clusters Score -877781.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -877785.187500 Penalty: 2895.896484
	Iteration 29Q: 3 clusters Score -877785.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -877789.375000 Penalty: 2895.896484
	Iteration 30Q: 3 clusters Score -877789.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -877792.500000 Penalty: 2895.896484
	Iteration 31Q: 3 clusters Score -877792.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -877794.562500 Penalty: 2895.896484
	Iteration 32Q: 3 clusters Score -877794.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -877794.562500 Penalty: 2895.896484
	Iteration 33Q: 3 clusters Score -877794.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -877794.812500 Penalty: 2895.896484
	Iteration 34Q: 3 clusters Score -877794.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -877795.687500 Penalty: 2895.896484
	Iteration 35Q: 3 clusters Score -877795.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -877795.687500 Penalty: 2895.896484
	Iteration 36F: 3 clusters Score -877795.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -54081.246094 Penalty: 1002.221436
	Iteration 0F: 2 clusters Score -54081.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -53085.558594 Penalty: 2004.442871
	Iteration 0F: 3 clusters Score -53085.56 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -53238.457031 Penalty: 2004.442871
	Iteration 1F: 3 clusters Score -53238.46 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -53306.511719 Penalty: 2004.442871
	Iteration 2F: 3 clusters Score -53306.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -53354.824219 Penalty: 2004.442871
	Iteration 3F: 3 clusters Score -53354.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -53379.402344 Penalty: 2004.442871
	Iteration 4Q: 3 clusters Score -53379.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -53418.582031 Penalty: 2004.442871
	Iteration 5Q: 3 clusters Score -53418.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -53482.187500 Penalty: 2004.442871
	Iteration 6Q: 3 clusters Score -53482.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -53517.550781 Penalty: 2004.442871
	Iteration 7Q: 3 clusters Score -53517.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -53587.285156 Penalty: 2004.442871
	Iteration 8Q: 3 clusters Score -53587.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -53677.351562 Penalty: 2004.442871
	Iteration 9Q: 3 clusters Score -53677.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -53810.015625 Penalty: 2004.442871
	Iteration 10Q: 3 clusters Score -53810.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -53896.175781 Penalty: 2004.442871
	Iteration 11Q: 3 clusters Score -53896.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -53911.351562 Penalty: 2004.442871
	Iteration 12Q: 3 clusters Score -53911.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -53913.183594 Penalty: 2004.442871
	Iteration 13Q: 3 clusters Score -53913.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -53918.007812 Penalty: 2004.442871
	Iteration 14Q: 3 clusters Score -53918.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -53918.062500 Penalty: 2004.442871
	Iteration 15F: 3 clusters Score -53918.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -53921.125000 Penalty: 2004.442871
	Iteration 16Q: 3 clusters Score -53921.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -53921.125000 Penalty: 2004.442871
	Iteration 17F: 3 clusters Score -53921.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Entering Unmasked Estep 
Score: -5501569.000000 Penalty: 1736.184204
	Iteration 0F: 2 clusters Score -5501569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -5472190.000000 Penalty: 3472.368408
	Iteration 0F: 3 clusters Score -5472190 nChanged 20653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -5483985.000000 Penalty: 3472.368408
	Iteration 1F: 3 clusters Score -5483985 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -5484535.500000 Penalty: 3472.368408
	Iteration 2Q: 3 clusters Score -5484536 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -5484978.000000 Penalty: 3472.368408
	Iteration 3Q: 3 clusters Score -5484978 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -5485419.000000 Penalty: 3472.368408
	Iteration 4Q: 3 clusters Score -5485419 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -5485864.000000 Penalty: 3472.368408
	Iteration 5Q: 3 clusters Score -5485864 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -5486451.000000 Penalty: 3472.368408
	Iteration 6Q: 3 clusters Score -5486451 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -5487238.000000 Penalty: 3472.368408
	Iteration 7Q: 3 clusters Score -5487238 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -5488484.500000 Penalty: 3472.368408
	Iteration 8Q: 3 clusters Score -5488484 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -5490175.000000 Penalty: 3472.368408
	Iteration 9F: 3 clusters Score -5490175 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -5491865.000000 Penalty: 3472.368408
	Iteration 10F: 3 clusters Score -5491865 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -5492913.000000 Penalty: 3472.368408
	Iteration 11Q: 3 clusters Score -5492913 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -5493365.500000 Penalty: 3472.368408
	Iteration 12Q: 3 clusters Score -5493366 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -5493571.500000 Penalty: 3472.368408
	Iteration 13Q: 3 clusters Score -5493572 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -5493739.000000 Penalty: 3472.368408
	Iteration 14Q: 3 clusters Score -5493739 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -5493979.000000 Penalty: 3472.368408
	Iteration 15Q: 3 clusters Score -5493979 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -5494168.000000 Penalty: 3472.368408
	Iteration 16Q: 3 clusters Score -5494168 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -5494400.000000 Penalty: 3472.368408
	Iteration 17Q: 3 clusters Score -5494400 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -5494622.000000 Penalty: 3472.368408
	Iteration 18Q: 3 clusters Score -5494622 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -5494827.000000 Penalty: 3472.368408
	Iteration 19Q: 3 clusters Score -5494827 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -5495095.000000 Penalty: 3472.368408
	Iteration 20F: 3 clusters Score -5495095 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -5495371.500000 Penalty: 3472.368408
	Iteration 21Q: 3 clusters Score -5495372 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -5495630.500000 Penalty: 3472.368408
	Iteration 22Q: 3 clusters Score -5495630 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -5495868.000000 Penalty: 3472.368408
	Iteration 23Q: 3 clusters Score -5495868 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -5496090.500000 Penalty: 3472.368408
	Iteration 24Q: 3 clusters Score -5496090 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -5496267.500000 Penalty: 3472.368408
	Iteration 25Q: 3 clusters Score -5496268 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -5496470.000000 Penalty: 3472.368408
	Iteration 26Q: 3 clusters Score -5496470 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -5496618.500000 Penalty: 3472.368408
	Iteration 27Q: 3 clusters Score -5496618 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -5496756.000000 Penalty: 3472.368408
	Iteration 28Q: 3 clusters Score -5496756 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -5496842.000000 Penalty: 3472.368408
	Iteration 29Q: 3 clusters Score -5496842 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -5496970.000000 Penalty: 3472.368408
	Iteration 30Q: 3 clusters Score -5496970 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -5497068.000000 Penalty: 3472.368408
	Iteration 31Q: 3 clusters Score -5497068 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -5497152.000000 Penalty: 3472.368408
	Iteration 32Q: 3 clusters Score -5497152 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -5497272.500000 Penalty: 3472.368408
	Iteration 33Q: 3 clusters Score -5497272 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -5497383.500000 Penalty: 3472.368408
	Iteration 34Q: 3 clusters Score -5497384 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -5497463.500000 Penalty: 3472.368408
	Iteration 35Q: 3 clusters Score -5497464 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -5497535.000000 Penalty: 3472.368408
	Iteration 36Q: 3 clusters Score -5497535 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -5497594.500000 Penalty: 3472.368408
	Iteration 37Q: 3 clusters Score -5497594 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -5497651.000000 Penalty: 3472.368408
	Iteration 38Q: 3 clusters Score -5497651 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -5497725.500000 Penalty: 3472.368408
	Iteration 39Q: 3 clusters Score -5497726 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -5497784.500000 Penalty: 3472.368408
	Iteration 40F: 3 clusters Score -5497784 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -5497857.000000 Penalty: 3472.368408
	Iteration 41Q: 3 clusters Score -5497857 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -5497930.500000 Penalty: 3472.368408
	Iteration 42Q: 3 clusters Score -5497930 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -5497996.500000 Penalty: 3472.368408
	Iteration 43Q: 3 clusters Score -5497996 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -5498067.000000 Penalty: 3472.368408
	Iteration 44Q: 3 clusters Score -5498067 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -5498159.000000 Penalty: 3472.368408
	Iteration 45Q: 3 clusters Score -5498159 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -5498238.500000 Penalty: 3472.368408
	Iteration 46Q: 3 clusters Score -5498238 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -5498297.500000 Penalty: 3472.368408
	Iteration 47Q: 3 clusters Score -5498298 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -5498376.500000 Penalty: 3472.368408
	Iteration 48Q: 3 clusters Score -5498376 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -5498473.000000 Penalty: 3472.368408
	Iteration 49Q: 3 clusters Score -5498473 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -5498552.500000 Penalty: 3472.368408
	Iteration 50Q: 3 clusters Score -5498552 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -5498640.500000 Penalty: 3472.368408
	Iteration 51Q: 3 clusters Score -5498640 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -5498697.500000 Penalty: 3472.368408
	Iteration 52Q: 3 clusters Score -5498698 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -5498759.000000 Penalty: 3472.368408
	Iteration 53Q: 3 clusters Score -5498759 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -5498827.000000 Penalty: 3472.368408
	Iteration 54Q: 3 clusters Score -5498827 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -5498887.500000 Penalty: 3472.368408
	Iteration 55Q: 3 clusters Score -5498888 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 39137 members 
Entering Unmasked Estep 
Score: -5498954.000000 Penalty: 3472.368408
	Iteration 56Q: 3 clusters Score -5498954 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -5499028.500000 Penalty: 3472.368408
	Iteration 57Q: 3 clusters Score -5499028 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -5499132.000000 Penalty: 3472.368408
	Iteration 58Q: 3 clusters Score -5499132 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -5499212.500000 Penalty: 3472.368408
	Iteration 59Q: 3 clusters Score -5499212 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -5499287.000000 Penalty: 3472.368408
	Iteration 60F: 3 clusters Score -5499287 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -5499357.500000 Penalty: 3472.368408
	Iteration 61Q: 3 clusters Score -5499358 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -5499432.500000 Penalty: 3472.368408
	Iteration 62Q: 3 clusters Score -5499432 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -5499502.000000 Penalty: 3472.368408
	Iteration 63Q: 3 clusters Score -5499502 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -5499569.000000 Penalty: 3472.368408
	Iteration 64Q: 3 clusters Score -5499569 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -5499622.500000 Penalty: 3472.368408
	Iteration 65Q: 3 clusters Score -5499622 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -5499663.000000 Penalty: 3472.368408
	Iteration 66Q: 3 clusters Score -5499663 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -5499718.500000 Penalty: 3472.368408
	Iteration 67Q: 3 clusters Score -5499718 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -5499772.500000 Penalty: 3472.368408
	Iteration 68Q: 3 clusters Score -5499772 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -5499812.000000 Penalty: 3472.368408
	Iteration 69Q: 3 clusters Score -5499812 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -5499838.000000 Penalty: 3472.368408
	Iteration 70Q: 3 clusters Score -5499838 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -5499876.500000 Penalty: 3472.368408
	Iteration 71Q: 3 clusters Score -5499876 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -5499887.500000 Penalty: 3472.368408
	Iteration 72Q: 3 clusters Score -5499888 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -5499925.000000 Penalty: 3472.368408
	Iteration 73Q: 3 clusters Score -5499925 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -5499946.500000 Penalty: 3472.368408
	Iteration 74Q: 3 clusters Score -5499946 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -5499966.000000 Penalty: 3472.368408
	Iteration 75Q: 3 clusters Score -5499966 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -5499981.000000 Penalty: 3472.368408
	Iteration 76Q: 3 clusters Score -5499981 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -5499983.500000 Penalty: 3472.368408
	Iteration 77Q: 3 clusters Score -5499984 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -5500006.500000 Penalty: 3472.368408
	Iteration 78Q: 3 clusters Score -5500006 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -5500020.000000 Penalty: 3472.368408
	Iteration 79Q: 3 clusters Score -5500020 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -5500024.000000 Penalty: 3472.368408
	Iteration 80F: 3 clusters Score -5500024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -5500017.500000 Penalty: 3472.368408
	Iteration 81Q: 3 clusters Score -5500018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -5500034.500000 Penalty: 3472.368408
	Iteration 82Q: 3 clusters Score -5500034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -5500047.500000 Penalty: 3472.368408
	Iteration 83Q: 3 clusters Score -5500048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -5500057.500000 Penalty: 3472.368408
	Iteration 84Q: 3 clusters Score -5500058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -5500067.500000 Penalty: 3472.368408
	Iteration 85Q: 3 clusters Score -5500068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -5500071.500000 Penalty: 3472.368408
	Iteration 86Q: 3 clusters Score -5500072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -5500076.000000 Penalty: 3472.368408
	Iteration 87Q: 3 clusters Score -5500076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -5500084.000000 Penalty: 3472.368408
	Iteration 88Q: 3 clusters Score -5500084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -5500097.500000 Penalty: 3472.368408
	Iteration 89Q: 3 clusters Score -5500098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -5500107.000000 Penalty: 3472.368408
	Iteration 90Q: 3 clusters Score -5500107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -5500107.000000 Penalty: 3472.368408
	Iteration 91Q: 3 clusters Score -5500107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -5500112.500000 Penalty: 3472.368408
	Iteration 92Q: 3 clusters Score -5500112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -5500120.000000 Penalty: 3472.368408
	Iteration 93Q: 3 clusters Score -5500120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -5500127.500000 Penalty: 3472.368408
	Iteration 94Q: 3 clusters Score -5500128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -5500127.500000 Penalty: 3472.368408
	Iteration 95Q: 3 clusters Score -5500128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -5500132.000000 Penalty: 3472.368408
	Iteration 96Q: 3 clusters Score -5500132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -5500128.500000 Penalty: 3472.368408
	Iteration 97Q: 3 clusters Score -5500128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -5500133.500000 Penalty: 3472.368408
	Iteration 98Q: 3 clusters Score -5500134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -5500144.000000 Penalty: 3472.368408
	Iteration 99Q: 3 clusters Score -5500144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 42741 members 
Entering Unmasked Estep 
Score: -5500153.000000 Penalty: 3472.368408
	Iteration 100F: 3 clusters Score -5500153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -5500153.500000 Penalty: 3472.368408
	Iteration 101Q: 3 clusters Score -5500154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -5500162.500000 Penalty: 3472.368408
	Iteration 102Q: 3 clusters Score -5500162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 42756 members 
Entering Unmasked Estep 
Score: -5500163.500000 Penalty: 3472.368408
	Iteration 103Q: 3 clusters Score -5500164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -5500165.000000 Penalty: 3472.368408
	Iteration 104Q: 3 clusters Score -5500165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -5500164.000000 Penalty: 3472.368408
	Iteration 105Q: 3 clusters Score -5500164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -5500166.500000 Penalty: 3472.368408
	Iteration 106Q: 3 clusters Score -5500166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -5500167.500000 Penalty: 3472.368408
	Iteration 107Q: 3 clusters Score -5500168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -5500165.000000 Penalty: 3472.368408
	Iteration 108Q: 3 clusters Score -5500165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -5500167.500000 Penalty: 3472.368408
	Iteration 109Q: 3 clusters Score -5500168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -5500167.500000 Penalty: 3472.368408
	Iteration 110F: 3 clusters Score -5500168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Entering Unmasked Estep 
Score: -1245467.625000 Penalty: 1495.047119
	Iteration 0F: 2 clusters Score -1245468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1238389.875000 Penalty: 2990.094238
	Iteration 0F: 3 clusters Score -1238390 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1240661.125000 Penalty: 2990.094238
	Iteration 1F: 3 clusters Score -1240661 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1240936.875000 Penalty: 2990.094238
	Iteration 2F: 3 clusters Score -1240937 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1241204.875000 Penalty: 2990.094238
	Iteration 3F: 3 clusters Score -1241205 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1241534.500000 Penalty: 2990.094238
	Iteration 4F: 3 clusters Score -1241534 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1241971.000000 Penalty: 2990.094238
	Iteration 5F: 3 clusters Score -1241971 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1242518.625000 Penalty: 2990.094238
	Iteration 6F: 3 clusters Score -1242519 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1243098.625000 Penalty: 2990.094238
	Iteration 7F: 3 clusters Score -1243099 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1243624.000000 Penalty: 2990.094238
	Iteration 8F: 3 clusters Score -1243624 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1243990.875000 Penalty: 2990.094238
	Iteration 9Q: 3 clusters Score -1243991 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1244193.500000 Penalty: 2990.094238
	Iteration 10Q: 3 clusters Score -1244194 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1244316.250000 Penalty: 2990.094238
	Iteration 11Q: 3 clusters Score -1244316 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1244401.000000 Penalty: 2990.094238
	Iteration 12Q: 3 clusters Score -1244401 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1244439.000000 Penalty: 2990.094238
	Iteration 13Q: 3 clusters Score -1244439 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1244468.375000 Penalty: 2990.094238
	Iteration 14Q: 3 clusters Score -1244468 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1244495.625000 Penalty: 2990.094238
	Iteration 15Q: 3 clusters Score -1244496 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1244517.875000 Penalty: 2990.094238
	Iteration 16Q: 3 clusters Score -1244518 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1244531.625000 Penalty: 2990.094238
	Iteration 17Q: 3 clusters Score -1244532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1244550.375000 Penalty: 2990.094238
	Iteration 18Q: 3 clusters Score -1244550 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1244553.125000 Penalty: 2990.094238
	Iteration 19Q: 3 clusters Score -1244553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1244556.250000 Penalty: 2990.094238
	Iteration 20F: 3 clusters Score -1244556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1244560.875000 Penalty: 2990.094238
	Iteration 21Q: 3 clusters Score -1244561 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1244569.125000 Penalty: 2990.094238
	Iteration 22Q: 3 clusters Score -1244569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1244576.750000 Penalty: 2990.094238
	Iteration 23Q: 3 clusters Score -1244577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1244590.375000 Penalty: 2990.094238
	Iteration 24Q: 3 clusters Score -1244590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1244594.875000 Penalty: 2990.094238
	Iteration 25Q: 3 clusters Score -1244595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1244610.375000 Penalty: 2990.094238
	Iteration 26Q: 3 clusters Score -1244610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1244630.375000 Penalty: 2990.094238
	Iteration 27Q: 3 clusters Score -1244630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1244653.125000 Penalty: 2990.094238
	Iteration 28Q: 3 clusters Score -1244653 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1244672.000000 Penalty: 2990.094238
	Iteration 29Q: 3 clusters Score -1244672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1244688.000000 Penalty: 2990.094238
	Iteration 30Q: 3 clusters Score -1244688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1244691.875000 Penalty: 2990.094238
	Iteration 31Q: 3 clusters Score -1244692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1244702.875000 Penalty: 2990.094238
	Iteration 32Q: 3 clusters Score -1244703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1244708.375000 Penalty: 2990.094238
	Iteration 33Q: 3 clusters Score -1244708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1244716.250000 Penalty: 2990.094238
	Iteration 34Q: 3 clusters Score -1244716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1244723.375000 Penalty: 2990.094238
	Iteration 35Q: 3 clusters Score -1244723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1244727.750000 Penalty: 2990.094238
	Iteration 36Q: 3 clusters Score -1244728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1244734.500000 Penalty: 2990.094238
	Iteration 37Q: 3 clusters Score -1244734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1244733.500000 Penalty: 2990.094238
	Iteration 38Q: 3 clusters Score -1244734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1244745.750000 Penalty: 2990.094238
	Iteration 39Q: 3 clusters Score -1244746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1244755.625000 Penalty: 2990.094238
	Iteration 40F: 3 clusters Score -1244756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1244758.250000 Penalty: 2990.094238
	Iteration 41Q: 3 clusters Score -1244758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1244762.500000 Penalty: 2990.094238
	Iteration 42Q: 3 clusters Score -1244762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1244766.625000 Penalty: 2990.094238
	Iteration 43Q: 3 clusters Score -1244767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1244770.250000 Penalty: 2990.094238
	Iteration 44Q: 3 clusters Score -1244770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1244773.875000 Penalty: 2990.094238
	Iteration 45Q: 3 clusters Score -1244774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1244775.125000 Penalty: 2990.094238
	Iteration 46Q: 3 clusters Score -1244775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1244779.250000 Penalty: 2990.094238
	Iteration 47Q: 3 clusters Score -1244779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1244781.125000 Penalty: 2990.094238
	Iteration 48Q: 3 clusters Score -1244781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1244781.625000 Penalty: 2990.094238
	Iteration 49Q: 3 clusters Score -1244782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1244781.375000 Penalty: 2990.094238
	Iteration 50Q: 3 clusters Score -1244781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1244783.125000 Penalty: 2990.094238
	Iteration 51Q: 3 clusters Score -1244783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1244782.125000 Penalty: 2990.094238
	Iteration 52Q: 3 clusters Score -1244782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1244782.125000 Penalty: 2990.094238
	Iteration 53F: 3 clusters Score -1244782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Entering Unmasked Estep 
Score: -641606.500000 Penalty: 1389.602661
	Iteration 0F: 2 clusters Score -641606.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -637552.562500 Penalty: 2779.205322
	Iteration 0F: 3 clusters Score -637552.6 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -638682.500000 Penalty: 2779.205322
	Iteration 1F: 3 clusters Score -638682.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -638867.562500 Penalty: 2779.205322
	Iteration 2F: 3 clusters Score -638867.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -639013.687500 Penalty: 2779.205322
	Iteration 3F: 3 clusters Score -639013.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -639135.625000 Penalty: 2779.205322
	Iteration 4Q: 3 clusters Score -639135.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -639232.500000 Penalty: 2779.205322
	Iteration 5Q: 3 clusters Score -639232.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -639311.187500 Penalty: 2779.205322
	Iteration 6Q: 3 clusters Score -639311.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -639381.000000 Penalty: 2779.205322
	Iteration 7Q: 3 clusters Score -639381 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -639460.312500 Penalty: 2779.205322
	Iteration 8Q: 3 clusters Score -639460.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -639538.562500 Penalty: 2779.205322
	Iteration 9Q: 3 clusters Score -639538.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -639612.375000 Penalty: 2779.205322
	Iteration 10Q: 3 clusters Score -639612.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -639682.750000 Penalty: 2779.205322
	Iteration 11Q: 3 clusters Score -639682.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -639723.562500 Penalty: 2779.205322
	Iteration 12Q: 3 clusters Score -639723.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -639755.500000 Penalty: 2779.205322
	Iteration 13Q: 3 clusters Score -639755.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -639784.375000 Penalty: 2779.205322
	Iteration 14Q: 3 clusters Score -639784.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -639816.500000 Penalty: 2779.205322
	Iteration 15Q: 3 clusters Score -639816.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -639844.500000 Penalty: 2779.205322
	Iteration 16Q: 3 clusters Score -639844.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -639881.937500 Penalty: 2779.205322
	Iteration 17Q: 3 clusters Score -639881.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -639920.562500 Penalty: 2779.205322
	Iteration 18Q: 3 clusters Score -639920.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -639972.062500 Penalty: 2779.205322
	Iteration 19Q: 3 clusters Score -639972.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -640039.312500 Penalty: 2779.205322
	Iteration 20F: 3 clusters Score -640039.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -640092.250000 Penalty: 2779.205322
	Iteration 21Q: 3 clusters Score -640092.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -640137.625000 Penalty: 2779.205322
	Iteration 22Q: 3 clusters Score -640137.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -640175.437500 Penalty: 2779.205322
	Iteration 23Q: 3 clusters Score -640175.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -640208.437500 Penalty: 2779.205322
	Iteration 24Q: 3 clusters Score -640208.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -640229.062500 Penalty: 2779.205322
	Iteration 25Q: 3 clusters Score -640229.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -640246.062500 Penalty: 2779.205322
	Iteration 26Q: 3 clusters Score -640246.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -640262.375000 Penalty: 2779.205322
	Iteration 27Q: 3 clusters Score -640262.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -640272.625000 Penalty: 2779.205322
	Iteration 28Q: 3 clusters Score -640272.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -640283.625000 Penalty: 2779.205322
	Iteration 29Q: 3 clusters Score -640283.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -640297.875000 Penalty: 2779.205322
	Iteration 30Q: 3 clusters Score -640297.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -640309.937500 Penalty: 2779.205322
	Iteration 31Q: 3 clusters Score -640309.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -640318.625000 Penalty: 2779.205322
	Iteration 32Q: 3 clusters Score -640318.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -640330.875000 Penalty: 2779.205322
	Iteration 33Q: 3 clusters Score -640330.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -640339.125000 Penalty: 2779.205322
	Iteration 34Q: 3 clusters Score -640339.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -640347.687500 Penalty: 2779.205322
	Iteration 35Q: 3 clusters Score -640347.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -640354.000000 Penalty: 2779.205322
	Iteration 36Q: 3 clusters Score -640354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -640359.812500 Penalty: 2779.205322
	Iteration 37Q: 3 clusters Score -640359.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -640365.500000 Penalty: 2779.205322
	Iteration 38Q: 3 clusters Score -640365.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -640371.312500 Penalty: 2779.205322
	Iteration 39Q: 3 clusters Score -640371.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -640374.562500 Penalty: 2779.205322
	Iteration 40F: 3 clusters Score -640374.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -640379.500000 Penalty: 2779.205322
	Iteration 41Q: 3 clusters Score -640379.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -640385.687500 Penalty: 2779.205322
	Iteration 42Q: 3 clusters Score -640385.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -640391.750000 Penalty: 2779.205322
	Iteration 43Q: 3 clusters Score -640391.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -640393.375000 Penalty: 2779.205322
	Iteration 44Q: 3 clusters Score -640393.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -640397.687500 Penalty: 2779.205322
	Iteration 45Q: 3 clusters Score -640397.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -640401.875000 Penalty: 2779.205322
	Iteration 46Q: 3 clusters Score -640401.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -640407.187500 Penalty: 2779.205322
	Iteration 47Q: 3 clusters Score -640407.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -640412.625000 Penalty: 2779.205322
	Iteration 48Q: 3 clusters Score -640412.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -640416.687500 Penalty: 2779.205322
	Iteration 49Q: 3 clusters Score -640416.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -640421.437500 Penalty: 2779.205322
	Iteration 50Q: 3 clusters Score -640421.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -640426.250000 Penalty: 2779.205322
	Iteration 51Q: 3 clusters Score -640426.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -640429.375000 Penalty: 2779.205322
	Iteration 52Q: 3 clusters Score -640429.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -640432.625000 Penalty: 2779.205322
	Iteration 53Q: 3 clusters Score -640432.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -640436.687500 Penalty: 2779.205322
	Iteration 54Q: 3 clusters Score -640436.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -640439.750000 Penalty: 2779.205322
	Iteration 55Q: 3 clusters Score -640439.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -640440.500000 Penalty: 2779.205322
	Iteration 56Q: 3 clusters Score -640440.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -640440.937500 Penalty: 2779.205322
	Iteration 57Q: 3 clusters Score -640440.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -640441.125000 Penalty: 2779.205322
	Iteration 58Q: 3 clusters Score -640441.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -640441.125000 Penalty: 2779.205322
	Iteration 59F: 3 clusters Score -640441.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Entering Unmasked Estep 
Score: -160063.140625 Penalty: 1182.215454
	Iteration 0F: 2 clusters Score -160063.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -158317.921875 Penalty: 2364.430908
	Iteration 0F: 3 clusters Score -158317.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -158862.812500 Penalty: 2364.430908
	Iteration 1F: 3 clusters Score -158862.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -159572.218750 Penalty: 2364.430908
	Iteration 2F: 3 clusters Score -159572.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -160206.390625 Penalty: 2364.430908
	Iteration 3F: 3 clusters Score -160206.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -160567.671875 Penalty: 2364.430908
	Iteration 4F: 3 clusters Score -160567.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -160689.046875 Penalty: 2364.430908
	Iteration 5F: 3 clusters Score -160689 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -160771.171875 Penalty: 2364.430908
	Iteration 6Q: 3 clusters Score -160771.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -160827.250000 Penalty: 2364.430908
	Iteration 7Q: 3 clusters Score -160827.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -160850.703125 Penalty: 2364.430908
	Iteration 8Q: 3 clusters Score -160850.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -160874.578125 Penalty: 2364.430908
	Iteration 9Q: 3 clusters Score -160874.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -160885.453125 Penalty: 2364.430908
	Iteration 10Q: 3 clusters Score -160885.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -160890.750000 Penalty: 2364.430908
	Iteration 11Q: 3 clusters Score -160890.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -160892.921875 Penalty: 2364.430908
	Iteration 12Q: 3 clusters Score -160892.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -160895.171875 Penalty: 2364.430908
	Iteration 13Q: 3 clusters Score -160895.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -160895.171875 Penalty: 2364.430908
	Iteration 14F: 3 clusters Score -160895.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 103659 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 43661 members 
Mstep: Class 6 contains 9900 members 
Mstep: Class 7 contains 5174 members 
Mstep: Class 8 contains 1081 members 
Mstep: Class 9 contains 7139 members 
Mstep: Class 10 contains 104888 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 109389 members 
Mstep: Class 13 contains 13907 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6530 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 21518 members 
Mstep: Class 18 contains 327 members 
Mstep: Class 19 contains 98187 members 
Mstep: Class 20 contains 21441 members 
Mstep: Class 21 contains 64210 members 
Mstep: Class 22 contains 1449 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 9736 members 
Mstep: Class 25 contains 83058 members 
Mstep: Class 26 contains 37296 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111859 members 
Mstep: Class 29 contains 1746 members 
Mstep: Class 30 contains 2884 members 
Mstep: Class 31 contains 4471 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 3809 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 676 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6487 members 
Mstep: Class 40 contains 370 members 
Mstep: Class 41 contains 363 members 
Entering Unmasked Estep 
Score: -111758344.000000 Penalty: 91479.007812
Splitting cluster 8 changes total score from -111758520.000000 to -111758344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (7139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Entering Unmasked Estep 
Score: -911058.187500 Penalty: 1441.915894
	Iteration 0F: 2 clusters Score -911058.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -905620.875000 Penalty: 2883.831787
	Iteration 0F: 3 clusters Score -905620.9 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -907303.312500 Penalty: 2883.831787
	Iteration 1F: 3 clusters Score -907303.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -907498.250000 Penalty: 2883.831787
	Iteration 2F: 3 clusters Score -907498.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -907654.062500 Penalty: 2883.831787
	Iteration 3Q: 3 clusters Score -907654.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -907793.250000 Penalty: 2883.831787
	Iteration 4Q: 3 clusters Score -907793.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -907955.250000 Penalty: 2883.831787
	Iteration 5Q: 3 clusters Score -907955.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -908147.687500 Penalty: 2883.831787
	Iteration 6Q: 3 clusters Score -908147.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -908368.937500 Penalty: 2883.831787
	Iteration 7Q: 3 clusters Score -908368.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -908617.500000 Penalty: 2883.831787
	Iteration 8Q: 3 clusters Score -908617.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -908837.125000 Penalty: 2883.831787
	Iteration 9Q: 3 clusters Score -908837.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -909038.250000 Penalty: 2883.831787
	Iteration 10Q: 3 clusters Score -909038.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -909217.875000 Penalty: 2883.831787
	Iteration 11Q: 3 clusters Score -909217.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -909365.187500 Penalty: 2883.831787
	Iteration 12Q: 3 clusters Score -909365.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -909487.937500 Penalty: 2883.831787
	Iteration 13Q: 3 clusters Score -909487.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -909573.937500 Penalty: 2883.831787
	Iteration 14Q: 3 clusters Score -909573.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -909643.437500 Penalty: 2883.831787
	Iteration 15Q: 3 clusters Score -909643.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -909702.375000 Penalty: 2883.831787
	Iteration 16Q: 3 clusters Score -909702.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -909735.812500 Penalty: 2883.831787
	Iteration 17Q: 3 clusters Score -909735.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -909751.000000 Penalty: 2883.831787
	Iteration 18Q: 3 clusters Score -909751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -909765.125000 Penalty: 2883.831787
	Iteration 19Q: 3 clusters Score -909765.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -909774.937500 Penalty: 2883.831787
	Iteration 20F: 3 clusters Score -909774.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -909784.937500 Penalty: 2883.831787
	Iteration 21Q: 3 clusters Score -909784.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -909788.750000 Penalty: 2883.831787
	Iteration 22Q: 3 clusters Score -909788.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -909792.250000 Penalty: 2883.831787
	Iteration 23Q: 3 clusters Score -909792.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -909790.562500 Penalty: 2883.831787
	Iteration 24Q: 3 clusters Score -909790.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -909790.562500 Penalty: 2883.831787
	Iteration 25F: 3 clusters Score -909790.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (104888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104888 members 
Entering Unmasked Estep 
Score: -13187572.000000 Penalty: 1878.605347
	Iteration 0F: 2 clusters Score -1.318757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52482 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -13120875.000000 Penalty: 3757.210693
	Iteration 0F: 3 clusters Score -1.312088e+07 nChanged 49940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52594 members 
Mstep: Class 2 contains 52294 members 
Entering Unmasked Estep 
Score: -13149927.000000 Penalty: 3757.210693
	Iteration 1F: 3 clusters Score -1.314993e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52641 members 
Mstep: Class 2 contains 52247 members 
Entering Unmasked Estep 
Score: -13150689.000000 Penalty: 3757.210693
	Iteration 2Q: 3 clusters Score -1.315069e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52817 members 
Mstep: Class 2 contains 52071 members 
Entering Unmasked Estep 
Score: -13151633.000000 Penalty: 3757.210693
	Iteration 3Q: 3 clusters Score -1.315163e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53129 members 
Mstep: Class 2 contains 51759 members 
Entering Unmasked Estep 
Score: -13153392.000000 Penalty: 3757.210693
	Iteration 4Q: 3 clusters Score -1.315339e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53481 members 
Mstep: Class 2 contains 51407 members 
Entering Unmasked Estep 
Score: -13156302.000000 Penalty: 3757.210693
	Iteration 5Q: 3 clusters Score -1.31563e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53755 members 
Mstep: Class 2 contains 51133 members 
Entering Unmasked Estep 
Score: -13160669.000000 Penalty: 3757.210693
	Iteration 6F: 3 clusters Score -1.316067e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53774 members 
Mstep: Class 2 contains 51114 members 
Entering Unmasked Estep 
Score: -13166346.000000 Penalty: 3757.210693
	Iteration 7F: 3 clusters Score -1.316635e+07 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53513 members 
Mstep: Class 2 contains 51375 members 
Entering Unmasked Estep 
Score: -13172358.000000 Penalty: 3757.210693
	Iteration 8F: 3 clusters Score -1.317236e+07 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53143 members 
Mstep: Class 2 contains 51745 members 
Entering Unmasked Estep 
Score: -13176122.000000 Penalty: 3757.210693
	Iteration 9F: 3 clusters Score -1.317612e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53039 members 
Mstep: Class 2 contains 51849 members 
Entering Unmasked Estep 
Score: -13177676.000000 Penalty: 3757.210693
	Iteration 10Q: 3 clusters Score -1.317768e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53185 members 
Mstep: Class 2 contains 51703 members 
Entering Unmasked Estep 
Score: -13178315.000000 Penalty: 3757.210693
	Iteration 11Q: 3 clusters Score -1.317832e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53451 members 
Mstep: Class 2 contains 51437 members 
Entering Unmasked Estep 
Score: -13178790.000000 Penalty: 3757.210693
	Iteration 12Q: 3 clusters Score -1.317879e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53776 members 
Mstep: Class 2 contains 51112 members 
Entering Unmasked Estep 
Score: -13179382.000000 Penalty: 3757.210693
	Iteration 13Q: 3 clusters Score -1.317938e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54126 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -13179816.000000 Penalty: 3757.210693
	Iteration 14Q: 3 clusters Score -1.317982e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54553 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -13180284.000000 Penalty: 3757.210693
	Iteration 15Q: 3 clusters Score -1.318028e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55031 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -13180686.000000 Penalty: 3757.210693
	Iteration 16Q: 3 clusters Score -1.318069e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55476 members 
Mstep: Class 2 contains 49412 members 
Entering Unmasked Estep 
Score: -13181059.000000 Penalty: 3757.210693
	Iteration 17Q: 3 clusters Score -1.318106e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -13181275.000000 Penalty: 3757.210693
	Iteration 18Q: 3 clusters Score -1.318128e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56268 members 
Mstep: Class 2 contains 48620 members 
Entering Unmasked Estep 
Score: -13181496.000000 Penalty: 3757.210693
	Iteration 19Q: 3 clusters Score -1.31815e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56634 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -13181757.000000 Penalty: 3757.210693
	Iteration 20F: 3 clusters Score -1.318176e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56983 members 
Mstep: Class 2 contains 47905 members 
Entering Unmasked Estep 
Score: -13181995.000000 Penalty: 3757.210693
	Iteration 21Q: 3 clusters Score -1.3182e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57333 members 
Mstep: Class 2 contains 47555 members 
Entering Unmasked Estep 
Score: -13182101.000000 Penalty: 3757.210693
	Iteration 22Q: 3 clusters Score -1.31821e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57604 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -13182219.000000 Penalty: 3757.210693
	Iteration 23Q: 3 clusters Score -1.318222e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57847 members 
Mstep: Class 2 contains 47041 members 
Entering Unmasked Estep 
Score: -13182278.000000 Penalty: 3757.210693
	Iteration 24Q: 3 clusters Score -1.318228e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58042 members 
Mstep: Class 2 contains 46846 members 
Entering Unmasked Estep 
Score: -13182354.000000 Penalty: 3757.210693
	Iteration 25Q: 3 clusters Score -1.318235e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58240 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -13182381.000000 Penalty: 3757.210693
	Iteration 26Q: 3 clusters Score -1.318238e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58410 members 
Mstep: Class 2 contains 46478 members 
Entering Unmasked Estep 
Score: -13182403.000000 Penalty: 3757.210693
	Iteration 27Q: 3 clusters Score -1.31824e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58553 members 
Mstep: Class 2 contains 46335 members 
Entering Unmasked Estep 
Score: -13182456.000000 Penalty: 3757.210693
	Iteration 28Q: 3 clusters Score -1.318246e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58699 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -13182481.000000 Penalty: 3757.210693
	Iteration 29Q: 3 clusters Score -1.318248e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58832 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -13182482.000000 Penalty: 3757.210693
	Iteration 30Q: 3 clusters Score -1.318248e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -13182478.000000 Penalty: 3757.210693
	Iteration 31Q: 3 clusters Score -1.318248e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59059 members 
Mstep: Class 2 contains 45829 members 
Entering Unmasked Estep 
Score: -13182495.000000 Penalty: 3757.210693
	Iteration 32Q: 3 clusters Score -1.31825e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59159 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -13182502.000000 Penalty: 3757.210693
	Iteration 33Q: 3 clusters Score -1.31825e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59249 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -13182482.000000 Penalty: 3757.210693
	Iteration 34Q: 3 clusters Score -1.318248e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59322 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -13182437.000000 Penalty: 3757.210693
	Iteration 35Q: 3 clusters Score -1.318244e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59375 members 
Mstep: Class 2 contains 45513 members 
Entering Unmasked Estep 
Score: -13182417.000000 Penalty: 3757.210693
	Iteration 36Q: 3 clusters Score -1.318242e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59415 members 
Mstep: Class 2 contains 45473 members 
Entering Unmasked Estep 
Score: -13182399.000000 Penalty: 3757.210693
	Iteration 37Q: 3 clusters Score -1.31824e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59431 members 
Mstep: Class 2 contains 45457 members 
Entering Unmasked Estep 
Score: -13182418.000000 Penalty: 3757.210693
	Iteration 38Q: 3 clusters Score -1.318242e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59450 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -13182410.000000 Penalty: 3757.210693
	Iteration 39Q: 3 clusters Score -1.318241e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59459 members 
Mstep: Class 2 contains 45429 members 
Entering Unmasked Estep 
Score: -13182418.000000 Penalty: 3757.210693
	Iteration 40F: 3 clusters Score -1.318242e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59469 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
Score: -13182434.000000 Penalty: 3757.210693
	Iteration 41Q: 3 clusters Score -1.318243e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59480 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -13182452.000000 Penalty: 3757.210693
	Iteration 42Q: 3 clusters Score -1.318245e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59481 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -13182457.000000 Penalty: 3757.210693
	Iteration 43Q: 3 clusters Score -1.318246e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59485 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -13182460.000000 Penalty: 3757.210693
	Iteration 44Q: 3 clusters Score -1.318246e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59496 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -13182438.000000 Penalty: 3757.210693
	Iteration 45Q: 3 clusters Score -1.318244e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59504 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -13182462.000000 Penalty: 3757.210693
	Iteration 46Q: 3 clusters Score -1.318246e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59515 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -13182452.000000 Penalty: 3757.210693
	Iteration 47Q: 3 clusters Score -1.318245e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59532 members 
Mstep: Class 2 contains 45356 members 
Entering Unmasked Estep 
Score: -13182450.000000 Penalty: 3757.210693
	Iteration 48Q: 3 clusters Score -1.318245e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59554 members 
Mstep: Class 2 contains 45334 members 
Entering Unmasked Estep 
Score: -13182471.000000 Penalty: 3757.210693
	Iteration 49Q: 3 clusters Score -1.318247e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59561 members 
Mstep: Class 2 contains 45327 members 
Entering Unmasked Estep 
Score: -13182463.000000 Penalty: 3757.210693
	Iteration 50Q: 3 clusters Score -1.318246e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59562 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -13182457.000000 Penalty: 3757.210693
	Iteration 51Q: 3 clusters Score -1.318246e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -13182449.000000 Penalty: 3757.210693
	Iteration 52Q: 3 clusters Score -1.318245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59573 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -13182444.000000 Penalty: 3757.210693
	Iteration 53Q: 3 clusters Score -1.318244e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59577 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -13182448.000000 Penalty: 3757.210693
	Iteration 54Q: 3 clusters Score -1.318245e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59583 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -13182444.000000 Penalty: 3757.210693
	Iteration 55Q: 3 clusters Score -1.318244e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59583 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -13182448.000000 Penalty: 3757.210693
	Iteration 56Q: 3 clusters Score -1.318245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59590 members 
Mstep: Class 2 contains 45298 members 
Entering Unmasked Estep 
Score: -13182436.000000 Penalty: 3757.210693
	Iteration 57Q: 3 clusters Score -1.318244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59595 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -13182433.000000 Penalty: 3757.210693
	Iteration 58Q: 3 clusters Score -1.318243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -13182426.000000 Penalty: 3757.210693
	Iteration 59Q: 3 clusters Score -1.318243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59601 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
Score: -13182436.000000 Penalty: 3757.210693
	Iteration 60F: 3 clusters Score -1.318244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59601 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
Score: -13182439.000000 Penalty: 3757.210693
	Iteration 61Q: 3 clusters Score -1.318244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59604 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -13182436.000000 Penalty: 3757.210693
	Iteration 62Q: 3 clusters Score -1.318244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -13182423.000000 Penalty: 3757.210693
	Iteration 63Q: 3 clusters Score -1.318242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -13182429.000000 Penalty: 3757.210693
	Iteration 64Q: 3 clusters Score -1.318243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -13182427.000000 Penalty: 3757.210693
	Iteration 65Q: 3 clusters Score -1.318243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59608 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -13182427.000000 Penalty: 3757.210693
	Iteration 66Q: 3 clusters Score -1.318243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -13182432.000000 Penalty: 3757.210693
	Iteration 67Q: 3 clusters Score -1.318243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59613 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
Score: -13182427.000000 Penalty: 3757.210693
	Iteration 68Q: 3 clusters Score -1.318243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59615 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -13182433.000000 Penalty: 3757.210693
	Iteration 69Q: 3 clusters Score -1.318243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59618 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -13182425.000000 Penalty: 3757.210693
	Iteration 70Q: 3 clusters Score -1.318242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59622 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -13182437.000000 Penalty: 3757.210693
	Iteration 71Q: 3 clusters Score -1.318244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59624 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -13182434.000000 Penalty: 3757.210693
	Iteration 72Q: 3 clusters Score -1.318243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59624 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -13182436.000000 Penalty: 3757.210693
	Iteration 73Q: 3 clusters Score -1.318244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59626 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -13182440.000000 Penalty: 3757.210693
	Iteration 74Q: 3 clusters Score -1.318244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59624 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -13182438.000000 Penalty: 3757.210693
	Iteration 75Q: 3 clusters Score -1.318244e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59625 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -13182457.000000 Penalty: 3757.210693
	Iteration 76Q: 3 clusters Score -1.318246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59628 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -13182448.000000 Penalty: 3757.210693
	Iteration 77Q: 3 clusters Score -1.318245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59632 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -13182449.000000 Penalty: 3757.210693
	Iteration 78Q: 3 clusters Score -1.318245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59634 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -13182447.000000 Penalty: 3757.210693
	Iteration 79Q: 3 clusters Score -1.318245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59636 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -13182439.000000 Penalty: 3757.210693
	Iteration 80F: 3 clusters Score -1.318244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59635 members 
Mstep: Class 2 contains 45253 members 
Entering Unmasked Estep 
Score: -13182443.000000 Penalty: 3757.210693
	Iteration 81Q: 3 clusters Score -1.318244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59635 members 
Mstep: Class 2 contains 45253 members 
Entering Unmasked Estep 
Score: -13182454.000000 Penalty: 3757.210693
	Iteration 82Q: 3 clusters Score -1.318245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59634 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -13182457.000000 Penalty: 3757.210693
	Iteration 83Q: 3 clusters Score -1.318246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59634 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -13182457.000000 Penalty: 3757.210693
	Iteration 84F: 3 clusters Score -1.318246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Entering Unmasked Estep 
Score: -1180320.875000 Penalty: 1487.625122
	Iteration 0F: 2 clusters Score -1180321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1173586.125000 Penalty: 2975.250244
	Iteration 0F: 3 clusters Score -1173586 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1176059.625000 Penalty: 2975.250244
	Iteration 1F: 3 clusters Score -1176060 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1176615.375000 Penalty: 2975.250244
	Iteration 2F: 3 clusters Score -1176615 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1177200.750000 Penalty: 2975.250244
	Iteration 3F: 3 clusters Score -1177201 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1177779.750000 Penalty: 2975.250244
	Iteration 4F: 3 clusters Score -1177780 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1178316.500000 Penalty: 2975.250244
	Iteration 5F: 3 clusters Score -1178316 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1178720.500000 Penalty: 2975.250244
	Iteration 6F: 3 clusters Score -1178720 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1178986.000000 Penalty: 2975.250244
	Iteration 7F: 3 clusters Score -1178986 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1179146.750000 Penalty: 2975.250244
	Iteration 8Q: 3 clusters Score -1179147 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1179239.750000 Penalty: 2975.250244
	Iteration 9Q: 3 clusters Score -1179240 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1179296.625000 Penalty: 2975.250244
	Iteration 10Q: 3 clusters Score -1179297 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1179331.375000 Penalty: 2975.250244
	Iteration 11Q: 3 clusters Score -1179331 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1179346.500000 Penalty: 2975.250244
	Iteration 12Q: 3 clusters Score -1179346 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1179359.375000 Penalty: 2975.250244
	Iteration 13Q: 3 clusters Score -1179359 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1179368.000000 Penalty: 2975.250244
	Iteration 14Q: 3 clusters Score -1179368 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1179374.625000 Penalty: 2975.250244
	Iteration 15Q: 3 clusters Score -1179375 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1179381.500000 Penalty: 2975.250244
	Iteration 16Q: 3 clusters Score -1179382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1179383.625000 Penalty: 2975.250244
	Iteration 17Q: 3 clusters Score -1179384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1179383.250000 Penalty: 2975.250244
	Iteration 18Q: 3 clusters Score -1179383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1179385.625000 Penalty: 2975.250244
	Iteration 19Q: 3 clusters Score -1179386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1179386.625000 Penalty: 2975.250244
	Iteration 20F: 3 clusters Score -1179387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1179389.000000 Penalty: 2975.250244
	Iteration 21Q: 3 clusters Score -1179389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1179387.750000 Penalty: 2975.250244
	Iteration 22Q: 3 clusters Score -1179388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1179388.125000 Penalty: 2975.250244
	Iteration 23Q: 3 clusters Score -1179388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1179387.375000 Penalty: 2975.250244
	Iteration 24Q: 3 clusters Score -1179387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1179388.375000 Penalty: 2975.250244
	Iteration 25Q: 3 clusters Score -1179388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1179388.625000 Penalty: 2975.250244
	Iteration 26Q: 3 clusters Score -1179389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1179390.375000 Penalty: 2975.250244
	Iteration 27Q: 3 clusters Score -1179390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1179390.500000 Penalty: 2975.250244
	Iteration 28Q: 3 clusters Score -1179390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1179393.750000 Penalty: 2975.250244
	Iteration 29Q: 3 clusters Score -1179394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1179392.250000 Penalty: 2975.250244
	Iteration 30Q: 3 clusters Score -1179392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1179396.750000 Penalty: 2975.250244
	Iteration 31Q: 3 clusters Score -1179397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1179399.750000 Penalty: 2975.250244
	Iteration 32Q: 3 clusters Score -1179400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1179398.125000 Penalty: 2975.250244
	Iteration 33Q: 3 clusters Score -1179398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1179399.125000 Penalty: 2975.250244
	Iteration 34Q: 3 clusters Score -1179399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1179399.000000 Penalty: 2975.250244
	Iteration 35Q: 3 clusters Score -1179399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1179396.125000 Penalty: 2975.250244
	Iteration 36Q: 3 clusters Score -1179396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1179396.875000 Penalty: 2975.250244
	Iteration 37Q: 3 clusters Score -1179397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1179396.875000 Penalty: 2975.250244
	Iteration 38F: 3 clusters Score -1179397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (109389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109389 members 
Entering Unmasked Estep 
Score: -13755853.000000 Penalty: 1885.433228
	Iteration 0F: 2 clusters Score -1.375585e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54472 members 
Mstep: Class 2 contains 54917 members 
Entering Unmasked Estep 
Score: -13686812.000000 Penalty: 3770.866455
	Iteration 0F: 3 clusters Score -1.368681e+07 nChanged 52369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49887 members 
Mstep: Class 2 contains 59502 members 
Entering Unmasked Estep 
Score: -13717233.000000 Penalty: 3770.866455
	Iteration 1F: 3 clusters Score -1.371723e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47377 members 
Mstep: Class 2 contains 62012 members 
Entering Unmasked Estep 
Score: -13718559.000000 Penalty: 3770.866455
	Iteration 2Q: 3 clusters Score -1.371856e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43677 members 
Mstep: Class 2 contains 65712 members 
Entering Unmasked Estep 
Score: -13720360.000000 Penalty: 3770.866455
	Iteration 3Q: 3 clusters Score -1.372036e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 71028 members 
Entering Unmasked Estep 
Score: -13723772.000000 Penalty: 3770.866455
	Iteration 4F: 3 clusters Score -1.372377e+07 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 77772 members 
Entering Unmasked Estep 
Score: -13729762.000000 Penalty: 3770.866455
	Iteration 5F: 3 clusters Score -1.372976e+07 nChanged 9335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 85011 members 
Entering Unmasked Estep 
Score: -13737576.000000 Penalty: 3770.866455
	Iteration 6F: 3 clusters Score -1.373758e+07 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 90481 members 
Entering Unmasked Estep 
Score: -13745097.000000 Penalty: 3770.866455
	Iteration 7F: 3 clusters Score -1.37451e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 92769 members 
Entering Unmasked Estep 
Score: -13750790.000000 Penalty: 3770.866455
	Iteration 8Q: 3 clusters Score -1.375079e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 93428 members 
Entering Unmasked Estep 
Score: -13752846.000000 Penalty: 3770.866455
	Iteration 9Q: 3 clusters Score -1.375285e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 93733 members 
Entering Unmasked Estep 
Score: -13753449.000000 Penalty: 3770.866455
	Iteration 10Q: 3 clusters Score -1.375345e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 94014 members 
Entering Unmasked Estep 
Score: -13753839.000000 Penalty: 3770.866455
	Iteration 11Q: 3 clusters Score -1.375384e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 94322 members 
Entering Unmasked Estep 
Score: -13754165.000000 Penalty: 3770.866455
	Iteration 12Q: 3 clusters Score -1.375416e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 94652 members 
Entering Unmasked Estep 
Score: -13754467.000000 Penalty: 3770.866455
	Iteration 13Q: 3 clusters Score -1.375447e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 94995 members 
Entering Unmasked Estep 
Score: -13754643.000000 Penalty: 3770.866455
	Iteration 14Q: 3 clusters Score -1.375464e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 95373 members 
Entering Unmasked Estep 
Score: -13754863.000000 Penalty: 3770.866455
	Iteration 15Q: 3 clusters Score -1.375486e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 95772 members 
Entering Unmasked Estep 
Score: -13755060.000000 Penalty: 3770.866455
	Iteration 16Q: 3 clusters Score -1.375506e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 96253 members 
Entering Unmasked Estep 
Score: -13755348.000000 Penalty: 3770.866455
	Iteration 17Q: 3 clusters Score -1.375535e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 96856 members 
Entering Unmasked Estep 
Score: -13755604.000000 Penalty: 3770.866455
	Iteration 18Q: 3 clusters Score -1.37556e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 97541 members 
Entering Unmasked Estep 
Score: -13755822.000000 Penalty: 3770.866455
	Iteration 19Q: 3 clusters Score -1.375582e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 98291 members 
Entering Unmasked Estep 
Score: -13756043.000000 Penalty: 3770.866455
	Iteration 20F: 3 clusters Score -1.375604e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 99160 members 
Entering Unmasked Estep 
Score: -13756172.000000 Penalty: 3770.866455
	Iteration 21Q: 3 clusters Score -1.375617e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 100140 members 
Entering Unmasked Estep 
Score: -13756270.000000 Penalty: 3770.866455
	Iteration 22Q: 3 clusters Score -1.375627e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 101145 members 
Entering Unmasked Estep 
Score: -13756410.000000 Penalty: 3770.866455
	Iteration 23Q: 3 clusters Score -1.375641e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 102183 members 
Entering Unmasked Estep 
Score: -13756414.000000 Penalty: 3770.866455
	Iteration 24Q: 3 clusters Score -1.375641e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 103185 members 
Entering Unmasked Estep 
Score: -13756378.000000 Penalty: 3770.866455
	Iteration 25Q: 3 clusters Score -1.375638e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 104143 members 
Entering Unmasked Estep 
Score: -13756208.000000 Penalty: 3770.866455
	Iteration 26Q: 3 clusters Score -1.375621e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 105001 members 
Entering Unmasked Estep 
Score: -13756112.000000 Penalty: 3770.866455
	Iteration 27Q: 3 clusters Score -1.375611e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 105769 members 
Entering Unmasked Estep 
Score: -13755921.000000 Penalty: 3770.866455
	Iteration 28Q: 3 clusters Score -1.375592e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 106409 members 
Entering Unmasked Estep 
Score: -13755802.000000 Penalty: 3770.866455
	Iteration 29Q: 3 clusters Score -1.37558e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 106984 members 
Entering Unmasked Estep 
Score: -13755590.000000 Penalty: 3770.866455
	Iteration 30Q: 3 clusters Score -1.375559e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 107413 members 
Entering Unmasked Estep 
Score: -13755389.000000 Penalty: 3770.866455
	Iteration 31Q: 3 clusters Score -1.375539e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 107753 members 
Entering Unmasked Estep 
Score: -13755306.000000 Penalty: 3770.866455
	Iteration 32Q: 3 clusters Score -1.375531e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 108014 members 
Entering Unmasked Estep 
Score: -13755195.000000 Penalty: 3770.866455
	Iteration 33Q: 3 clusters Score -1.37552e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 108201 members 
Entering Unmasked Estep 
Score: -13755160.000000 Penalty: 3770.866455
	Iteration 34Q: 3 clusters Score -1.375516e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 108345 members 
Entering Unmasked Estep 
Score: -13755086.000000 Penalty: 3770.866455
	Iteration 35Q: 3 clusters Score -1.375509e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 108457 members 
Entering Unmasked Estep 
Score: -13755015.000000 Penalty: 3770.866455
	Iteration 36Q: 3 clusters Score -1.375502e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 108536 members 
Entering Unmasked Estep 
Score: -13754970.000000 Penalty: 3770.866455
	Iteration 37Q: 3 clusters Score -1.375497e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 108603 members 
Entering Unmasked Estep 
Score: -13754907.000000 Penalty: 3770.866455
	Iteration 38Q: 3 clusters Score -1.375491e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 108657 members 
Entering Unmasked Estep 
Score: -13754895.000000 Penalty: 3770.866455
	Iteration 39Q: 3 clusters Score -1.37549e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 108696 members 
Entering Unmasked Estep 
Score: -13754864.000000 Penalty: 3770.866455
	Iteration 40F: 3 clusters Score -1.375486e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 108735 members 
Entering Unmasked Estep 
Score: -13754864.000000 Penalty: 3770.866455
	Iteration 41Q: 3 clusters Score -1.375486e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 108763 members 
Entering Unmasked Estep 
Score: -13754869.000000 Penalty: 3770.866455
	Iteration 42Q: 3 clusters Score -1.375487e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 108793 members 
Entering Unmasked Estep 
Score: -13754841.000000 Penalty: 3770.866455
	Iteration 43Q: 3 clusters Score -1.375484e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 108814 members 
Entering Unmasked Estep 
Score: -13754821.000000 Penalty: 3770.866455
	Iteration 44Q: 3 clusters Score -1.375482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 108820 members 
Entering Unmasked Estep 
Score: -13754831.000000 Penalty: 3770.866455
	Iteration 45Q: 3 clusters Score -1.375483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 108828 members 
Entering Unmasked Estep 
Score: -13754820.000000 Penalty: 3770.866455
	Iteration 46Q: 3 clusters Score -1.375482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 108834 members 
Entering Unmasked Estep 
Score: -13754815.000000 Penalty: 3770.866455
	Iteration 47Q: 3 clusters Score -1.375482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 108839 members 
Entering Unmasked Estep 
Score: -13754809.000000 Penalty: 3770.866455
	Iteration 48Q: 3 clusters Score -1.375481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 108844 members 
Entering Unmasked Estep 
Score: -13754811.000000 Penalty: 3770.866455
	Iteration 49Q: 3 clusters Score -1.375481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 108848 members 
Entering Unmasked Estep 
Score: -13754800.000000 Penalty: 3770.866455
	Iteration 50Q: 3 clusters Score -1.37548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 108851 members 
Entering Unmasked Estep 
Score: -13754794.000000 Penalty: 3770.866455
	Iteration 51Q: 3 clusters Score -1.375479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 108854 members 
Entering Unmasked Estep 
Score: -13754797.000000 Penalty: 3770.866455
	Iteration 52Q: 3 clusters Score -1.37548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 108857 members 
Entering Unmasked Estep 
Score: -13754796.000000 Penalty: 3770.866455
	Iteration 53Q: 3 clusters Score -1.37548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 108861 members 
Entering Unmasked Estep 
Score: -13754797.000000 Penalty: 3770.866455
	Iteration 54Q: 3 clusters Score -1.37548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 108863 members 
Entering Unmasked Estep 
Score: -13754801.000000 Penalty: 3770.866455
	Iteration 55Q: 3 clusters Score -1.37548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 108865 members 
Entering Unmasked Estep 
Score: -13754789.000000 Penalty: 3770.866455
	Iteration 56Q: 3 clusters Score -1.375479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 108866 members 
Entering Unmasked Estep 
Score: -13754787.000000 Penalty: 3770.866455
	Iteration 57Q: 3 clusters Score -1.375479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 108867 members 
Entering Unmasked Estep 
Score: -13754778.000000 Penalty: 3770.866455
	Iteration 58Q: 3 clusters Score -1.375478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 108867 members 
Entering Unmasked Estep 
Score: -13754778.000000 Penalty: 3770.866455
	Iteration 59F: 3 clusters Score -1.375478e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Entering Unmasked Estep 
Score: -1730499.625000 Penalty: 1550.274048
	Iteration 0F: 2 clusters Score -1730500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1720812.500000 Penalty: 3100.548096
	Iteration 0F: 3 clusters Score -1720812 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1724208.250000 Penalty: 3100.548096
	Iteration 1F: 3 clusters Score -1724208 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1724575.000000 Penalty: 3100.548096
	Iteration 2F: 3 clusters Score -1724575 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1724988.500000 Penalty: 3100.548096
	Iteration 3F: 3 clusters Score -1724988 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1725544.750000 Penalty: 3100.548096
	Iteration 4F: 3 clusters Score -1725545 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1726218.500000 Penalty: 3100.548096
	Iteration 5F: 3 clusters Score -1726218 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1726982.875000 Penalty: 3100.548096
	Iteration 6F: 3 clusters Score -1726983 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1727623.250000 Penalty: 3100.548096
	Iteration 7F: 3 clusters Score -1727623 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1728068.000000 Penalty: 3100.548096
	Iteration 8Q: 3 clusters Score -1728068 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1728358.625000 Penalty: 3100.548096
	Iteration 9Q: 3 clusters Score -1728359 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1728541.750000 Penalty: 3100.548096
	Iteration 10Q: 3 clusters Score -1728542 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1728685.375000 Penalty: 3100.548096
	Iteration 11Q: 3 clusters Score -1728685 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1728771.125000 Penalty: 3100.548096
	Iteration 12Q: 3 clusters Score -1728771 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1728848.500000 Penalty: 3100.548096
	Iteration 13Q: 3 clusters Score -1728848 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1728903.125000 Penalty: 3100.548096
	Iteration 14Q: 3 clusters Score -1728903 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1728952.000000 Penalty: 3100.548096
	Iteration 15Q: 3 clusters Score -1728952 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1728990.125000 Penalty: 3100.548096
	Iteration 16Q: 3 clusters Score -1728990 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1729015.875000 Penalty: 3100.548096
	Iteration 17Q: 3 clusters Score -1729016 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1729039.250000 Penalty: 3100.548096
	Iteration 18Q: 3 clusters Score -1729039 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1729057.125000 Penalty: 3100.548096
	Iteration 19Q: 3 clusters Score -1729057 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1729067.750000 Penalty: 3100.548096
	Iteration 20F: 3 clusters Score -1729068 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1729088.125000 Penalty: 3100.548096
	Iteration 21Q: 3 clusters Score -1729088 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1729111.875000 Penalty: 3100.548096
	Iteration 22Q: 3 clusters Score -1729112 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1729129.500000 Penalty: 3100.548096
	Iteration 23Q: 3 clusters Score -1729130 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1729144.375000 Penalty: 3100.548096
	Iteration 24Q: 3 clusters Score -1729144 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1729157.125000 Penalty: 3100.548096
	Iteration 25Q: 3 clusters Score -1729157 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1729163.500000 Penalty: 3100.548096
	Iteration 26Q: 3 clusters Score -1729164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1729167.875000 Penalty: 3100.548096
	Iteration 27Q: 3 clusters Score -1729168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1729170.375000 Penalty: 3100.548096
	Iteration 28Q: 3 clusters Score -1729170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1729175.250000 Penalty: 3100.548096
	Iteration 29Q: 3 clusters Score -1729175 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1729177.875000 Penalty: 3100.548096
	Iteration 30Q: 3 clusters Score -1729178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1729183.000000 Penalty: 3100.548096
	Iteration 31Q: 3 clusters Score -1729183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1729186.125000 Penalty: 3100.548096
	Iteration 32Q: 3 clusters Score -1729186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1729190.250000 Penalty: 3100.548096
	Iteration 33Q: 3 clusters Score -1729190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1729189.250000 Penalty: 3100.548096
	Iteration 34Q: 3 clusters Score -1729189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1729194.625000 Penalty: 3100.548096
	Iteration 35Q: 3 clusters Score -1729195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1729192.500000 Penalty: 3100.548096
	Iteration 36Q: 3 clusters Score -1729192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1729197.000000 Penalty: 3100.548096
	Iteration 37Q: 3 clusters Score -1729197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1729199.625000 Penalty: 3100.548096
	Iteration 38Q: 3 clusters Score -1729200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1729203.875000 Penalty: 3100.548096
	Iteration 39Q: 3 clusters Score -1729204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1729202.750000 Penalty: 3100.548096
	Iteration 40F: 3 clusters Score -1729203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1729208.250000 Penalty: 3100.548096
	Iteration 41Q: 3 clusters Score -1729208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1729207.875000 Penalty: 3100.548096
	Iteration 42Q: 3 clusters Score -1729208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1729214.625000 Penalty: 3100.548096
	Iteration 43Q: 3 clusters Score -1729215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1729218.000000 Penalty: 3100.548096
	Iteration 44Q: 3 clusters Score -1729218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1729222.750000 Penalty: 3100.548096
	Iteration 45Q: 3 clusters Score -1729223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1729222.625000 Penalty: 3100.548096
	Iteration 46Q: 3 clusters Score -1729223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1729230.000000 Penalty: 3100.548096
	Iteration 47Q: 3 clusters Score -1729230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1729232.875000 Penalty: 3100.548096
	Iteration 48Q: 3 clusters Score -1729233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1729234.000000 Penalty: 3100.548096
	Iteration 49Q: 3 clusters Score -1729234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1729237.000000 Penalty: 3100.548096
	Iteration 50Q: 3 clusters Score -1729237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1729238.000000 Penalty: 3100.548096
	Iteration 51Q: 3 clusters Score -1729238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1729238.875000 Penalty: 3100.548096
	Iteration 52Q: 3 clusters Score -1729239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1729242.750000 Penalty: 3100.548096
	Iteration 53Q: 3 clusters Score -1729243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1729246.500000 Penalty: 3100.548096
	Iteration 54Q: 3 clusters Score -1729246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1729245.625000 Penalty: 3100.548096
	Iteration 55Q: 3 clusters Score -1729246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1729249.250000 Penalty: 3100.548096
	Iteration 56Q: 3 clusters Score -1729249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1729249.250000 Penalty: 3100.548096
	Iteration 57Q: 3 clusters Score -1729249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1729247.625000 Penalty: 3100.548096
	Iteration 58Q: 3 clusters Score -1729248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1729245.250000 Penalty: 3100.548096
	Iteration 59Q: 3 clusters Score -1729245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1729252.125000 Penalty: 3100.548096
	Iteration 60F: 3 clusters Score -1729252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1729251.250000 Penalty: 3100.548096
	Iteration 61Q: 3 clusters Score -1729251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1729252.250000 Penalty: 3100.548096
	Iteration 62Q: 3 clusters Score -1729252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1729253.375000 Penalty: 3100.548096
	Iteration 63Q: 3 clusters Score -1729253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1729258.000000 Penalty: 3100.548096
	Iteration 64Q: 3 clusters Score -1729258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1729258.125000 Penalty: 3100.548096
	Iteration 65Q: 3 clusters Score -1729258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1729260.500000 Penalty: 3100.548096
	Iteration 66Q: 3 clusters Score -1729260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1729261.375000 Penalty: 3100.548096
	Iteration 67Q: 3 clusters Score -1729261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1729263.500000 Penalty: 3100.548096
	Iteration 68Q: 3 clusters Score -1729264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1729267.000000 Penalty: 3100.548096
	Iteration 69Q: 3 clusters Score -1729267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1729266.875000 Penalty: 3100.548096
	Iteration 70Q: 3 clusters Score -1729267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1729267.875000 Penalty: 3100.548096
	Iteration 71Q: 3 clusters Score -1729268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1729272.375000 Penalty: 3100.548096
	Iteration 72Q: 3 clusters Score -1729272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1729278.500000 Penalty: 3100.548096
	Iteration 73Q: 3 clusters Score -1729278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1729279.375000 Penalty: 3100.548096
	Iteration 74Q: 3 clusters Score -1729279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1729282.875000 Penalty: 3100.548096
	Iteration 75Q: 3 clusters Score -1729283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1729283.750000 Penalty: 3100.548096
	Iteration 76Q: 3 clusters Score -1729284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1729284.125000 Penalty: 3100.548096
	Iteration 77Q: 3 clusters Score -1729284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1729285.125000 Penalty: 3100.548096
	Iteration 78Q: 3 clusters Score -1729285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1729288.500000 Penalty: 3100.548096
	Iteration 79Q: 3 clusters Score -1729288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1729288.875000 Penalty: 3100.548096
	Iteration 80F: 3 clusters Score -1729289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1729287.125000 Penalty: 3100.548096
	Iteration 81Q: 3 clusters Score -1729287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1729290.375000 Penalty: 3100.548096
	Iteration 82Q: 3 clusters Score -1729290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1729289.375000 Penalty: 3100.548096
	Iteration 83Q: 3 clusters Score -1729289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1729295.875000 Penalty: 3100.548096
	Iteration 84Q: 3 clusters Score -1729296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1729295.250000 Penalty: 3100.548096
	Iteration 85Q: 3 clusters Score -1729295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1729297.750000 Penalty: 3100.548096
	Iteration 86Q: 3 clusters Score -1729298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1729299.375000 Penalty: 3100.548096
	Iteration 87Q: 3 clusters Score -1729299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1729304.250000 Penalty: 3100.548096
	Iteration 88Q: 3 clusters Score -1729304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1729310.125000 Penalty: 3100.548096
	Iteration 89Q: 3 clusters Score -1729310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1729309.375000 Penalty: 3100.548096
	Iteration 90Q: 3 clusters Score -1729309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1729309.250000 Penalty: 3100.548096
	Iteration 91Q: 3 clusters Score -1729309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1729309.000000 Penalty: 3100.548096
	Iteration 92Q: 3 clusters Score -1729309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1729311.500000 Penalty: 3100.548096
	Iteration 93Q: 3 clusters Score -1729312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1729311.500000 Penalty: 3100.548096
	Iteration 94Q: 3 clusters Score -1729312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1729309.625000 Penalty: 3100.548096
	Iteration 95Q: 3 clusters Score -1729310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1729312.875000 Penalty: 3100.548096
	Iteration 96Q: 3 clusters Score -1729313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1729315.250000 Penalty: 3100.548096
	Iteration 97Q: 3 clusters Score -1729315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1729318.875000 Penalty: 3100.548096
	Iteration 98Q: 3 clusters Score -1729319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1729321.125000 Penalty: 3100.548096
	Iteration 99Q: 3 clusters Score -1729321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1729322.000000 Penalty: 3100.548096
	Iteration 100F: 3 clusters Score -1729322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1729320.875000 Penalty: 3100.548096
	Iteration 101Q: 3 clusters Score -1729321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1729322.875000 Penalty: 3100.548096
	Iteration 102Q: 3 clusters Score -1729323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1729322.250000 Penalty: 3100.548096
	Iteration 103Q: 3 clusters Score -1729322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1729321.500000 Penalty: 3100.548096
	Iteration 104Q: 3 clusters Score -1729322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1729323.750000 Penalty: 3100.548096
	Iteration 105Q: 3 clusters Score -1729324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1729325.750000 Penalty: 3100.548096
	Iteration 106Q: 3 clusters Score -1729326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1729325.375000 Penalty: 3100.548096
	Iteration 107Q: 3 clusters Score -1729325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1729325.375000 Penalty: 3100.548096
	Iteration 108F: 3 clusters Score -1729325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -46254.132812 Penalty: 983.846436
	Iteration 0F: 2 clusters Score -46254.13 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 227 members 
Entering Unmasked Estep 
Score: -45245.871094 Penalty: 1967.692871
	Iteration 0F: 3 clusters Score -45245.87 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45383.289062 Penalty: 1967.692871
	Iteration 1F: 3 clusters Score -45383.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45431.464844 Penalty: 1967.692871
	Iteration 2F: 3 clusters Score -45431.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45464.425781 Penalty: 1967.692871
	Iteration 3Q: 3 clusters Score -45464.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45481.792969 Penalty: 1967.692871
	Iteration 4Q: 3 clusters Score -45481.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45496.679688 Penalty: 1967.692871
	Iteration 5Q: 3 clusters Score -45496.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -45499.531250 Penalty: 1967.692871
	Iteration 6Q: 3 clusters Score -45499.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -45501.238281 Penalty: 1967.692871
	Iteration 7Q: 3 clusters Score -45501.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45502.574219 Penalty: 1967.692871
	Iteration 8Q: 3 clusters Score -45502.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -45503.824219 Penalty: 1967.692871
	Iteration 9Q: 3 clusters Score -45503.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -45505.781250 Penalty: 1967.692871
	Iteration 10Q: 3 clusters Score -45505.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -45506.632812 Penalty: 1967.692871
	Iteration 11Q: 3 clusters Score -45506.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -45506.632812 Penalty: 1967.692871
	Iteration 12F: 3 clusters Score -45506.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Entering Unmasked Estep 
Score: -818454.187500 Penalty: 1427.426392
	Iteration 0F: 2 clusters Score -818454.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -813552.687500 Penalty: 2854.852783
	Iteration 0F: 3 clusters Score -813552.7 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -815108.937500 Penalty: 2854.852783
	Iteration 1F: 3 clusters Score -815108.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -815398.062500 Penalty: 2854.852783
	Iteration 2F: 3 clusters Score -815398.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -815626.500000 Penalty: 2854.852783
	Iteration 3F: 3 clusters Score -815626.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -815812.625000 Penalty: 2854.852783
	Iteration 4Q: 3 clusters Score -815812.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -816020.250000 Penalty: 2854.852783
	Iteration 5Q: 3 clusters Score -816020.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -816232.562500 Penalty: 2854.852783
	Iteration 6Q: 3 clusters Score -816232.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -816381.062500 Penalty: 2854.852783
	Iteration 7Q: 3 clusters Score -816381.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -816524.500000 Penalty: 2854.852783
	Iteration 8Q: 3 clusters Score -816524.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -816698.312500 Penalty: 2854.852783
	Iteration 9Q: 3 clusters Score -816698.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -816861.812500 Penalty: 2854.852783
	Iteration 10Q: 3 clusters Score -816861.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -816978.187500 Penalty: 2854.852783
	Iteration 11Q: 3 clusters Score -816978.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -817066.625000 Penalty: 2854.852783
	Iteration 12Q: 3 clusters Score -817066.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -817131.437500 Penalty: 2854.852783
	Iteration 13Q: 3 clusters Score -817131.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -817172.062500 Penalty: 2854.852783
	Iteration 14Q: 3 clusters Score -817172.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -817194.937500 Penalty: 2854.852783
	Iteration 15Q: 3 clusters Score -817194.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -817214.437500 Penalty: 2854.852783
	Iteration 16Q: 3 clusters Score -817214.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -817235.000000 Penalty: 2854.852783
	Iteration 17Q: 3 clusters Score -817235 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -817248.687500 Penalty: 2854.852783
	Iteration 18Q: 3 clusters Score -817248.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -817255.875000 Penalty: 2854.852783
	Iteration 19Q: 3 clusters Score -817255.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -817264.937500 Penalty: 2854.852783
	Iteration 20F: 3 clusters Score -817264.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -817271.187500 Penalty: 2854.852783
	Iteration 21Q: 3 clusters Score -817271.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -817275.875000 Penalty: 2854.852783
	Iteration 22Q: 3 clusters Score -817275.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -817283.750000 Penalty: 2854.852783
	Iteration 23Q: 3 clusters Score -817283.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -817290.812500 Penalty: 2854.852783
	Iteration 24Q: 3 clusters Score -817290.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -817295.187500 Penalty: 2854.852783
	Iteration 25Q: 3 clusters Score -817295.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -817299.687500 Penalty: 2854.852783
	Iteration 26Q: 3 clusters Score -817299.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -817309.750000 Penalty: 2854.852783
	Iteration 27Q: 3 clusters Score -817309.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -817314.062500 Penalty: 2854.852783
	Iteration 28Q: 3 clusters Score -817314.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -817318.812500 Penalty: 2854.852783
	Iteration 29Q: 3 clusters Score -817318.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -817321.125000 Penalty: 2854.852783
	Iteration 30Q: 3 clusters Score -817321.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -817322.375000 Penalty: 2854.852783
	Iteration 31Q: 3 clusters Score -817322.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -817323.312500 Penalty: 2854.852783
	Iteration 32Q: 3 clusters Score -817323.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -817323.312500 Penalty: 2854.852783
	Iteration 33F: 3 clusters Score -817323.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -1007172.125000 Penalty: 1473.057373
	Iteration 0F: 2 clusters Score -1007172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1000880.625000 Penalty: 2946.114746
	Iteration 0F: 3 clusters Score -1000881 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1002836.000000 Penalty: 2946.114746
	Iteration 1F: 3 clusters Score -1002836 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1003155.000000 Penalty: 2946.114746
	Iteration 2F: 3 clusters Score -1003155 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1003418.000000 Penalty: 2946.114746
	Iteration 3F: 3 clusters Score -1003418 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1003615.187500 Penalty: 2946.114746
	Iteration 4F: 3 clusters Score -1003615 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1003808.375000 Penalty: 2946.114746
	Iteration 5Q: 3 clusters Score -1003808 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1003986.062500 Penalty: 2946.114746
	Iteration 6Q: 3 clusters Score -1003986 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1004145.187500 Penalty: 2946.114746
	Iteration 7Q: 3 clusters Score -1004145 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1004319.812500 Penalty: 2946.114746
	Iteration 8Q: 3 clusters Score -1004320 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1004493.312500 Penalty: 2946.114746
	Iteration 9Q: 3 clusters Score -1004493 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1004653.187500 Penalty: 2946.114746
	Iteration 10Q: 3 clusters Score -1004653 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1004827.062500 Penalty: 2946.114746
	Iteration 11Q: 3 clusters Score -1004827 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1005015.000000 Penalty: 2946.114746
	Iteration 12Q: 3 clusters Score -1005015 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1005205.812500 Penalty: 2946.114746
	Iteration 13Q: 3 clusters Score -1005206 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1005387.437500 Penalty: 2946.114746
	Iteration 14Q: 3 clusters Score -1005387 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1005536.500000 Penalty: 2946.114746
	Iteration 15Q: 3 clusters Score -1005536 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1005658.750000 Penalty: 2946.114746
	Iteration 16Q: 3 clusters Score -1005659 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1005777.250000 Penalty: 2946.114746
	Iteration 17Q: 3 clusters Score -1005777 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1005877.125000 Penalty: 2946.114746
	Iteration 18Q: 3 clusters Score -1005877 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1005955.312500 Penalty: 2946.114746
	Iteration 19Q: 3 clusters Score -1005955 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1006025.875000 Penalty: 2946.114746
	Iteration 20F: 3 clusters Score -1006026 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1006085.562500 Penalty: 2946.114746
	Iteration 21Q: 3 clusters Score -1006086 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1006135.687500 Penalty: 2946.114746
	Iteration 22Q: 3 clusters Score -1006136 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1006179.187500 Penalty: 2946.114746
	Iteration 23Q: 3 clusters Score -1006179 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1006216.437500 Penalty: 2946.114746
	Iteration 24Q: 3 clusters Score -1006216 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1006248.875000 Penalty: 2946.114746
	Iteration 25Q: 3 clusters Score -1006249 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1006268.500000 Penalty: 2946.114746
	Iteration 26Q: 3 clusters Score -1006268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1006281.375000 Penalty: 2946.114746
	Iteration 27Q: 3 clusters Score -1006281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1006287.500000 Penalty: 2946.114746
	Iteration 28Q: 3 clusters Score -1006288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1006294.187500 Penalty: 2946.114746
	Iteration 29Q: 3 clusters Score -1006294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1006300.312500 Penalty: 2946.114746
	Iteration 30Q: 3 clusters Score -1006300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1006305.375000 Penalty: 2946.114746
	Iteration 31Q: 3 clusters Score -1006305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1006308.250000 Penalty: 2946.114746
	Iteration 32Q: 3 clusters Score -1006308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1006310.687500 Penalty: 2946.114746
	Iteration 33Q: 3 clusters Score -1006311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1006313.812500 Penalty: 2946.114746
	Iteration 34Q: 3 clusters Score -1006314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1006316.937500 Penalty: 2946.114746
	Iteration 35Q: 3 clusters Score -1006317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1006318.812500 Penalty: 2946.114746
	Iteration 36Q: 3 clusters Score -1006319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1006321.625000 Penalty: 2946.114746
	Iteration 37Q: 3 clusters Score -1006322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1006323.937500 Penalty: 2946.114746
	Iteration 38Q: 3 clusters Score -1006324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1006328.812500 Penalty: 2946.114746
	Iteration 39Q: 3 clusters Score -1006329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1006331.375000 Penalty: 2946.114746
	Iteration 40F: 3 clusters Score -1006331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1006332.937500 Penalty: 2946.114746
	Iteration 41Q: 3 clusters Score -1006333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1006332.875000 Penalty: 2946.114746
	Iteration 42Q: 3 clusters Score -1006333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1006332.875000 Penalty: 2946.114746
	Iteration 43F: 3 clusters Score -1006333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Entering Unmasked Estep 
Score: -2727987.750000 Penalty: 1621.204834
	Iteration 0F: 2 clusters Score -2727988 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 10857 members 
Entering Unmasked Estep 
Score: -2713374.000000 Penalty: 3242.409668
	Iteration 0F: 3 clusters Score -2713374 nChanged 9767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -2718670.750000 Penalty: 3242.409668
	Iteration 1F: 3 clusters Score -2718671 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2719139.000000 Penalty: 3242.409668
	Iteration 2F: 3 clusters Score -2719139 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2719784.500000 Penalty: 3242.409668
	Iteration 3F: 3 clusters Score -2719784 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -2720741.750000 Penalty: 3242.409668
	Iteration 4F: 3 clusters Score -2720742 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2722077.000000 Penalty: 3242.409668
	Iteration 5F: 3 clusters Score -2722077 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2723526.250000 Penalty: 3242.409668
	Iteration 6F: 3 clusters Score -2723526 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -2724803.250000 Penalty: 3242.409668
	Iteration 7F: 3 clusters Score -2724803 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -2725733.500000 Penalty: 3242.409668
	Iteration 8Q: 3 clusters Score -2725734 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -2726303.750000 Penalty: 3242.409668
	Iteration 9Q: 3 clusters Score -2726304 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -2726614.500000 Penalty: 3242.409668
	Iteration 10Q: 3 clusters Score -2726614 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2726784.000000 Penalty: 3242.409668
	Iteration 11Q: 3 clusters Score -2726784 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -2726880.750000 Penalty: 3242.409668
	Iteration 12Q: 3 clusters Score -2726881 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2726970.000000 Penalty: 3242.409668
	Iteration 13Q: 3 clusters Score -2726970 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -2727069.750000 Penalty: 3242.409668
	Iteration 14Q: 3 clusters Score -2727070 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -2727141.500000 Penalty: 3242.409668
	Iteration 15Q: 3 clusters Score -2727142 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -2727187.500000 Penalty: 3242.409668
	Iteration 16Q: 3 clusters Score -2727188 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -2727222.250000 Penalty: 3242.409668
	Iteration 17Q: 3 clusters Score -2727222 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -2727256.500000 Penalty: 3242.409668
	Iteration 18Q: 3 clusters Score -2727256 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -2727281.000000 Penalty: 3242.409668
	Iteration 19Q: 3 clusters Score -2727281 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -2727313.000000 Penalty: 3242.409668
	Iteration 20F: 3 clusters Score -2727313 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -2727346.750000 Penalty: 3242.409668
	Iteration 21Q: 3 clusters Score -2727347 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -2727390.250000 Penalty: 3242.409668
	Iteration 22Q: 3 clusters Score -2727390 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -2727431.500000 Penalty: 3242.409668
	Iteration 23Q: 3 clusters Score -2727432 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -2727480.750000 Penalty: 3242.409668
	Iteration 24Q: 3 clusters Score -2727481 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -2727533.250000 Penalty: 3242.409668
	Iteration 25Q: 3 clusters Score -2727533 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -2727560.000000 Penalty: 3242.409668
	Iteration 26Q: 3 clusters Score -2727560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -2727564.750000 Penalty: 3242.409668
	Iteration 27Q: 3 clusters Score -2727565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -2727569.250000 Penalty: 3242.409668
	Iteration 28Q: 3 clusters Score -2727569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -2727575.250000 Penalty: 3242.409668
	Iteration 29Q: 3 clusters Score -2727575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -2727576.000000 Penalty: 3242.409668
	Iteration 30Q: 3 clusters Score -2727576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -2727576.250000 Penalty: 3242.409668
	Iteration 31Q: 3 clusters Score -2727576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -2727576.250000 Penalty: 3242.409668
	Iteration 32F: 3 clusters Score -2727576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -26667.968750 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -26667.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25782.347656 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -25782.35 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -26051.939453 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -26051.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -26259.533203 Penalty: 1881.737183
	Iteration 2F: 3 clusters Score -26259.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26344.712891 Penalty: 1881.737183
	Iteration 3Q: 3 clusters Score -26344.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -26372.492188 Penalty: 1881.737183
	Iteration 4Q: 3 clusters Score -26372.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -26396.794922 Penalty: 1881.737183
	Iteration 5Q: 3 clusters Score -26396.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -26461.777344 Penalty: 1881.737183
	Iteration 6Q: 3 clusters Score -26461.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26514.812500 Penalty: 1881.737183
	Iteration 7Q: 3 clusters Score -26514.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26550.908203 Penalty: 1881.737183
	Iteration 8Q: 3 clusters Score -26550.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -26604.980469 Penalty: 1881.737183
	Iteration 9Q: 3 clusters Score -26604.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26623.320312 Penalty: 1881.737183
	Iteration 10Q: 3 clusters Score -26623.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26630.648438 Penalty: 1881.737183
	Iteration 11Q: 3 clusters Score -26630.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -26640.607422 Penalty: 1881.737183
	Iteration 12Q: 3 clusters Score -26640.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -26642.179688 Penalty: 1881.737183
	Iteration 13Q: 3 clusters Score -26642.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -26645.001953 Penalty: 1881.737183
	Iteration 14F: 3 clusters Score -26645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26649.257812 Penalty: 1881.737183
	Iteration 15Q: 3 clusters Score -26649.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26660.498047 Penalty: 1881.737183
	Iteration 16Q: 3 clusters Score -26660.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26662.320312 Penalty: 1881.737183
	Iteration 17Q: 3 clusters Score -26662.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26665.375000 Penalty: 1881.737183
	Iteration 18Q: 3 clusters Score -26665.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26665.375000 Penalty: 1881.737183
	Iteration 19F: 3 clusters Score -26665.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (98187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98187 members 
Entering Unmasked Estep 
Score: -12221133.000000 Penalty: 1867.877197
	Iteration 0F: 2 clusters Score -1.222113e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48969 members 
Mstep: Class 2 contains 49218 members 
Entering Unmasked Estep 
Score: -12156730.000000 Penalty: 3735.754395
	Iteration 0F: 3 clusters Score -1.215673e+07 nChanged 46526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48085 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -12183639.000000 Penalty: 3735.754395
	Iteration 1F: 3 clusters Score -1.218364e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 50921 members 
Entering Unmasked Estep 
Score: -12184442.000000 Penalty: 3735.754395
	Iteration 2Q: 3 clusters Score -1.218444e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 52191 members 
Entering Unmasked Estep 
Score: -12185465.000000 Penalty: 3735.754395
	Iteration 3Q: 3 clusters Score -1.218546e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 54309 members 
Entering Unmasked Estep 
Score: -12186950.000000 Penalty: 3735.754395
	Iteration 4Q: 3 clusters Score -1.218695e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 57528 members 
Entering Unmasked Estep 
Score: -12189329.000000 Penalty: 3735.754395
	Iteration 5Q: 3 clusters Score -1.218933e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 62046 members 
Entering Unmasked Estep 
Score: -12193219.000000 Penalty: 3735.754395
	Iteration 6F: 3 clusters Score -1.219322e+07 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 67777 members 
Entering Unmasked Estep 
Score: -12198921.000000 Penalty: 3735.754395
	Iteration 7F: 3 clusters Score -1.219892e+07 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 73613 members 
Entering Unmasked Estep 
Score: -12205681.000000 Penalty: 3735.754395
	Iteration 8F: 3 clusters Score -1.220568e+07 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 77950 members 
Entering Unmasked Estep 
Score: -12211019.000000 Penalty: 3735.754395
	Iteration 9F: 3 clusters Score -1.221102e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 80626 members 
Entering Unmasked Estep 
Score: -12214049.000000 Penalty: 3735.754395
	Iteration 10Q: 3 clusters Score -1.221405e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 82424 members 
Entering Unmasked Estep 
Score: -12215828.000000 Penalty: 3735.754395
	Iteration 11Q: 3 clusters Score -1.221583e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 83833 members 
Entering Unmasked Estep 
Score: -12216973.000000 Penalty: 3735.754395
	Iteration 12Q: 3 clusters Score -1.221697e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 84952 members 
Entering Unmasked Estep 
Score: -12217645.000000 Penalty: 3735.754395
	Iteration 13Q: 3 clusters Score -1.221764e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 85948 members 
Entering Unmasked Estep 
Score: -12218040.000000 Penalty: 3735.754395
	Iteration 14Q: 3 clusters Score -1.221804e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 86772 members 
Entering Unmasked Estep 
Score: -12218398.000000 Penalty: 3735.754395
	Iteration 15Q: 3 clusters Score -1.22184e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 87529 members 
Entering Unmasked Estep 
Score: -12218685.000000 Penalty: 3735.754395
	Iteration 16Q: 3 clusters Score -1.221868e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 88214 members 
Entering Unmasked Estep 
Score: -12218897.000000 Penalty: 3735.754395
	Iteration 17Q: 3 clusters Score -1.22189e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 88812 members 
Entering Unmasked Estep 
Score: -12219062.000000 Penalty: 3735.754395
	Iteration 18Q: 3 clusters Score -1.221906e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 89364 members 
Entering Unmasked Estep 
Score: -12219220.000000 Penalty: 3735.754395
	Iteration 19Q: 3 clusters Score -1.221922e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 89839 members 
Entering Unmasked Estep 
Score: -12219336.000000 Penalty: 3735.754395
	Iteration 20F: 3 clusters Score -1.221934e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 90275 members 
Entering Unmasked Estep 
Score: -12219495.000000 Penalty: 3735.754395
	Iteration 21Q: 3 clusters Score -1.22195e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 90654 members 
Entering Unmasked Estep 
Score: -12219618.000000 Penalty: 3735.754395
	Iteration 22Q: 3 clusters Score -1.221962e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 90968 members 
Entering Unmasked Estep 
Score: -12219701.000000 Penalty: 3735.754395
	Iteration 23Q: 3 clusters Score -1.22197e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 91256 members 
Entering Unmasked Estep 
Score: -12219713.000000 Penalty: 3735.754395
	Iteration 24Q: 3 clusters Score -1.221971e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 91539 members 
Entering Unmasked Estep 
Score: -12219737.000000 Penalty: 3735.754395
	Iteration 25Q: 3 clusters Score -1.221974e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 91813 members 
Entering Unmasked Estep 
Score: -12219808.000000 Penalty: 3735.754395
	Iteration 26Q: 3 clusters Score -1.221981e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 92075 members 
Entering Unmasked Estep 
Score: -12219895.000000 Penalty: 3735.754395
	Iteration 27Q: 3 clusters Score -1.22199e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 92291 members 
Entering Unmasked Estep 
Score: -12219964.000000 Penalty: 3735.754395
	Iteration 28Q: 3 clusters Score -1.221996e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 92501 members 
Entering Unmasked Estep 
Score: -12219983.000000 Penalty: 3735.754395
	Iteration 29Q: 3 clusters Score -1.221998e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 92703 members 
Entering Unmasked Estep 
Score: -12220042.000000 Penalty: 3735.754395
	Iteration 30Q: 3 clusters Score -1.222004e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 92889 members 
Entering Unmasked Estep 
Score: -12220094.000000 Penalty: 3735.754395
	Iteration 31Q: 3 clusters Score -1.222009e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 93063 members 
Entering Unmasked Estep 
Score: -12220145.000000 Penalty: 3735.754395
	Iteration 32Q: 3 clusters Score -1.222014e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 93227 members 
Entering Unmasked Estep 
Score: -12220192.000000 Penalty: 3735.754395
	Iteration 33Q: 3 clusters Score -1.222019e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 93383 members 
Entering Unmasked Estep 
Score: -12220243.000000 Penalty: 3735.754395
	Iteration 34Q: 3 clusters Score -1.222024e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 93543 members 
Entering Unmasked Estep 
Score: -12220248.000000 Penalty: 3735.754395
	Iteration 35Q: 3 clusters Score -1.222025e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 93697 members 
Entering Unmasked Estep 
Score: -12220277.000000 Penalty: 3735.754395
	Iteration 36Q: 3 clusters Score -1.222028e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 93830 members 
Entering Unmasked Estep 
Score: -12220279.000000 Penalty: 3735.754395
	Iteration 37Q: 3 clusters Score -1.222028e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 93964 members 
Entering Unmasked Estep 
Score: -12220327.000000 Penalty: 3735.754395
	Iteration 38Q: 3 clusters Score -1.222033e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 94075 members 
Entering Unmasked Estep 
Score: -12220323.000000 Penalty: 3735.754395
	Iteration 39Q: 3 clusters Score -1.222032e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 94171 members 
Entering Unmasked Estep 
Score: -12220321.000000 Penalty: 3735.754395
	Iteration 40F: 3 clusters Score -1.222032e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 94265 members 
Entering Unmasked Estep 
Score: -12220337.000000 Penalty: 3735.754395
	Iteration 41Q: 3 clusters Score -1.222034e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 94339 members 
Entering Unmasked Estep 
Score: -12220331.000000 Penalty: 3735.754395
	Iteration 42Q: 3 clusters Score -1.222033e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 94404 members 
Entering Unmasked Estep 
Score: -12220327.000000 Penalty: 3735.754395
	Iteration 43Q: 3 clusters Score -1.222033e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 94466 members 
Entering Unmasked Estep 
Score: -12220347.000000 Penalty: 3735.754395
	Iteration 44Q: 3 clusters Score -1.222035e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 94529 members 
Entering Unmasked Estep 
Score: -12220356.000000 Penalty: 3735.754395
	Iteration 45Q: 3 clusters Score -1.222036e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 94592 members 
Entering Unmasked Estep 
Score: -12220348.000000 Penalty: 3735.754395
	Iteration 46Q: 3 clusters Score -1.222035e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 94648 members 
Entering Unmasked Estep 
Score: -12220348.000000 Penalty: 3735.754395
	Iteration 47Q: 3 clusters Score -1.222035e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 94692 members 
Entering Unmasked Estep 
Score: -12220346.000000 Penalty: 3735.754395
	Iteration 48Q: 3 clusters Score -1.222035e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 94736 members 
Entering Unmasked Estep 
Score: -12220356.000000 Penalty: 3735.754395
	Iteration 49Q: 3 clusters Score -1.222036e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 94771 members 
Entering Unmasked Estep 
Score: -12220348.000000 Penalty: 3735.754395
	Iteration 50Q: 3 clusters Score -1.222035e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 94795 members 
Entering Unmasked Estep 
Score: -12220343.000000 Penalty: 3735.754395
	Iteration 51Q: 3 clusters Score -1.222034e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 94816 members 
Entering Unmasked Estep 
Score: -12220329.000000 Penalty: 3735.754395
	Iteration 52Q: 3 clusters Score -1.222033e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 94837 members 
Entering Unmasked Estep 
Score: -12220331.000000 Penalty: 3735.754395
	Iteration 53Q: 3 clusters Score -1.222033e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 94856 members 
Entering Unmasked Estep 
Score: -12220331.000000 Penalty: 3735.754395
	Iteration 54Q: 3 clusters Score -1.222033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 94863 members 
Entering Unmasked Estep 
Score: -12220334.000000 Penalty: 3735.754395
	Iteration 55Q: 3 clusters Score -1.222033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 94870 members 
Entering Unmasked Estep 
Score: -12220343.000000 Penalty: 3735.754395
	Iteration 56Q: 3 clusters Score -1.222034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 94879 members 
Entering Unmasked Estep 
Score: -12220334.000000 Penalty: 3735.754395
	Iteration 57Q: 3 clusters Score -1.222033e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 94890 members 
Entering Unmasked Estep 
Score: -12220323.000000 Penalty: 3735.754395
	Iteration 58Q: 3 clusters Score -1.222032e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 94902 members 
Entering Unmasked Estep 
Score: -12220337.000000 Penalty: 3735.754395
	Iteration 59Q: 3 clusters Score -1.222034e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 94914 members 
Entering Unmasked Estep 
Score: -12220335.000000 Penalty: 3735.754395
	Iteration 60F: 3 clusters Score -1.222034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 94925 members 
Entering Unmasked Estep 
Score: -12220336.000000 Penalty: 3735.754395
	Iteration 61Q: 3 clusters Score -1.222034e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 94940 members 
Entering Unmasked Estep 
Score: -12220361.000000 Penalty: 3735.754395
	Iteration 62Q: 3 clusters Score -1.222036e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 94951 members 
Entering Unmasked Estep 
Score: -12220358.000000 Penalty: 3735.754395
	Iteration 63Q: 3 clusters Score -1.222036e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 94964 members 
Entering Unmasked Estep 
Score: -12220359.000000 Penalty: 3735.754395
	Iteration 64Q: 3 clusters Score -1.222036e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 94979 members 
Entering Unmasked Estep 
Score: -12220362.000000 Penalty: 3735.754395
	Iteration 65Q: 3 clusters Score -1.222036e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 94999 members 
Entering Unmasked Estep 
Score: -12220364.000000 Penalty: 3735.754395
	Iteration 66Q: 3 clusters Score -1.222036e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 95017 members 
Entering Unmasked Estep 
Score: -12220363.000000 Penalty: 3735.754395
	Iteration 67Q: 3 clusters Score -1.222036e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 95032 members 
Entering Unmasked Estep 
Score: -12220368.000000 Penalty: 3735.754395
	Iteration 68Q: 3 clusters Score -1.222037e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 95042 members 
Entering Unmasked Estep 
Score: -12220369.000000 Penalty: 3735.754395
	Iteration 69Q: 3 clusters Score -1.222037e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 95053 members 
Entering Unmasked Estep 
Score: -12220361.000000 Penalty: 3735.754395
	Iteration 70Q: 3 clusters Score -1.222036e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 95068 members 
Entering Unmasked Estep 
Score: -12220347.000000 Penalty: 3735.754395
	Iteration 71Q: 3 clusters Score -1.222035e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 95082 members 
Entering Unmasked Estep 
Score: -12220338.000000 Penalty: 3735.754395
	Iteration 72Q: 3 clusters Score -1.222034e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 95094 members 
Entering Unmasked Estep 
Score: -12220343.000000 Penalty: 3735.754395
	Iteration 73Q: 3 clusters Score -1.222034e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 95112 members 
Entering Unmasked Estep 
Score: -12220345.000000 Penalty: 3735.754395
	Iteration 74Q: 3 clusters Score -1.222034e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 95135 members 
Entering Unmasked Estep 
Score: -12220340.000000 Penalty: 3735.754395
	Iteration 75Q: 3 clusters Score -1.222034e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 95154 members 
Entering Unmasked Estep 
Score: -12220340.000000 Penalty: 3735.754395
	Iteration 76Q: 3 clusters Score -1.222034e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 95172 members 
Entering Unmasked Estep 
Score: -12220361.000000 Penalty: 3735.754395
	Iteration 77Q: 3 clusters Score -1.222036e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 95187 members 
Entering Unmasked Estep 
Score: -12220365.000000 Penalty: 3735.754395
	Iteration 78Q: 3 clusters Score -1.222036e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 95199 members 
Entering Unmasked Estep 
Score: -12220343.000000 Penalty: 3735.754395
	Iteration 79Q: 3 clusters Score -1.222034e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 95212 members 
Entering Unmasked Estep 
Score: -12220334.000000 Penalty: 3735.754395
	Iteration 80F: 3 clusters Score -1.222033e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 95233 members 
Entering Unmasked Estep 
Score: -12220345.000000 Penalty: 3735.754395
	Iteration 81Q: 3 clusters Score -1.222034e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 95252 members 
Entering Unmasked Estep 
Score: -12220340.000000 Penalty: 3735.754395
	Iteration 82Q: 3 clusters Score -1.222034e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 95265 members 
Entering Unmasked Estep 
Score: -12220335.000000 Penalty: 3735.754395
	Iteration 83Q: 3 clusters Score -1.222034e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 95287 members 
Entering Unmasked Estep 
Score: -12220338.000000 Penalty: 3735.754395
	Iteration 84Q: 3 clusters Score -1.222034e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 95304 members 
Entering Unmasked Estep 
Score: -12220359.000000 Penalty: 3735.754395
	Iteration 85Q: 3 clusters Score -1.222036e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 95316 members 
Entering Unmasked Estep 
Score: -12220357.000000 Penalty: 3735.754395
	Iteration 86Q: 3 clusters Score -1.222036e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 95327 members 
Entering Unmasked Estep 
Score: -12220372.000000 Penalty: 3735.754395
	Iteration 87Q: 3 clusters Score -1.222037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 95337 members 
Entering Unmasked Estep 
Score: -12220370.000000 Penalty: 3735.754395
	Iteration 88Q: 3 clusters Score -1.222037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 95342 members 
Entering Unmasked Estep 
Score: -12220362.000000 Penalty: 3735.754395
	Iteration 89Q: 3 clusters Score -1.222036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 95346 members 
Entering Unmasked Estep 
Score: -12220361.000000 Penalty: 3735.754395
	Iteration 90Q: 3 clusters Score -1.222036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 95355 members 
Entering Unmasked Estep 
Score: -12220353.000000 Penalty: 3735.754395
	Iteration 91Q: 3 clusters Score -1.222035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 95365 members 
Entering Unmasked Estep 
Score: -12220353.000000 Penalty: 3735.754395
	Iteration 92Q: 3 clusters Score -1.222035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 95374 members 
Entering Unmasked Estep 
Score: -12220354.000000 Penalty: 3735.754395
	Iteration 93Q: 3 clusters Score -1.222035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 95377 members 
Entering Unmasked Estep 
Score: -12220349.000000 Penalty: 3735.754395
	Iteration 94Q: 3 clusters Score -1.222035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 95381 members 
Entering Unmasked Estep 
Score: -12220348.000000 Penalty: 3735.754395
	Iteration 95Q: 3 clusters Score -1.222035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 95385 members 
Entering Unmasked Estep 
Score: -12220350.000000 Penalty: 3735.754395
	Iteration 96Q: 3 clusters Score -1.222035e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 95396 members 
Entering Unmasked Estep 
Score: -12220349.000000 Penalty: 3735.754395
	Iteration 97Q: 3 clusters Score -1.222035e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 95409 members 
Entering Unmasked Estep 
Score: -12220336.000000 Penalty: 3735.754395
	Iteration 98Q: 3 clusters Score -1.222034e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 95421 members 
Entering Unmasked Estep 
Score: -12220330.000000 Penalty: 3735.754395
	Iteration 99Q: 3 clusters Score -1.222033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 95423 members 
Entering Unmasked Estep 
Score: -12220337.000000 Penalty: 3735.754395
	Iteration 100F: 3 clusters Score -1.222034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 95430 members 
Entering Unmasked Estep 
Score: -12220332.000000 Penalty: 3735.754395
	Iteration 101Q: 3 clusters Score -1.222033e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 95439 members 
Entering Unmasked Estep 
Score: -12220339.000000 Penalty: 3735.754395
	Iteration 102Q: 3 clusters Score -1.222034e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 95449 members 
Entering Unmasked Estep 
Score: -12220334.000000 Penalty: 3735.754395
	Iteration 103Q: 3 clusters Score -1.222033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 95457 members 
Entering Unmasked Estep 
Score: -12220345.000000 Penalty: 3735.754395
	Iteration 104Q: 3 clusters Score -1.222034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 95463 members 
Entering Unmasked Estep 
Score: -12220334.000000 Penalty: 3735.754395
	Iteration 105Q: 3 clusters Score -1.222033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 95468 members 
Entering Unmasked Estep 
Score: -12220323.000000 Penalty: 3735.754395
	Iteration 106Q: 3 clusters Score -1.222032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 95471 members 
Entering Unmasked Estep 
Score: -12220330.000000 Penalty: 3735.754395
	Iteration 107Q: 3 clusters Score -1.222033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 95474 members 
Entering Unmasked Estep 
Score: -12220332.000000 Penalty: 3735.754395
	Iteration 108Q: 3 clusters Score -1.222033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 95475 members 
Entering Unmasked Estep 
Score: -12220328.000000 Penalty: 3735.754395
	Iteration 109Q: 3 clusters Score -1.222033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 95476 members 
Entering Unmasked Estep 
Score: -12220337.000000 Penalty: 3735.754395
	Iteration 110Q: 3 clusters Score -1.222034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 95476 members 
Entering Unmasked Estep 
Score: -12220337.000000 Penalty: 3735.754395
	Iteration 111F: 3 clusters Score -1.222034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Entering Unmasked Estep 
Score: -2586093.250000 Penalty: 1620.622314
	Iteration 0F: 2 clusters Score -2586093 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 10780 members 
Entering Unmasked Estep 
Score: -2571466.500000 Penalty: 3241.244629
	Iteration 0F: 3 clusters Score -2571466 nChanged 9662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2576713.500000 Penalty: 3241.244629
	Iteration 1F: 3 clusters Score -2576714 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2577248.500000 Penalty: 3241.244629
	Iteration 2F: 3 clusters Score -2577248 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2578048.500000 Penalty: 3241.244629
	Iteration 3F: 3 clusters Score -2578048 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2579155.000000 Penalty: 3241.244629
	Iteration 4F: 3 clusters Score -2579155 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2580461.250000 Penalty: 3241.244629
	Iteration 5F: 3 clusters Score -2580461 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -2581742.500000 Penalty: 3241.244629
	Iteration 6F: 3 clusters Score -2581742 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -2582771.250000 Penalty: 3241.244629
	Iteration 7F: 3 clusters Score -2582771 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2583588.000000 Penalty: 3241.244629
	Iteration 8F: 3 clusters Score -2583588 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2584164.750000 Penalty: 3241.244629
	Iteration 9Q: 3 clusters Score -2584165 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2584556.750000 Penalty: 3241.244629
	Iteration 10Q: 3 clusters Score -2584557 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2584719.250000 Penalty: 3241.244629
	Iteration 11Q: 3 clusters Score -2584719 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -2584810.250000 Penalty: 3241.244629
	Iteration 12Q: 3 clusters Score -2584810 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2584876.750000 Penalty: 3241.244629
	Iteration 13Q: 3 clusters Score -2584877 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -2584920.750000 Penalty: 3241.244629
	Iteration 14Q: 3 clusters Score -2584921 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2584947.250000 Penalty: 3241.244629
	Iteration 15Q: 3 clusters Score -2584947 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -2584962.000000 Penalty: 3241.244629
	Iteration 16Q: 3 clusters Score -2584962 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2584981.500000 Penalty: 3241.244629
	Iteration 17Q: 3 clusters Score -2584982 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -2584993.250000 Penalty: 3241.244629
	Iteration 18Q: 3 clusters Score -2584993 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2584999.000000 Penalty: 3241.244629
	Iteration 19Q: 3 clusters Score -2584999 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -2585013.250000 Penalty: 3241.244629
	Iteration 20F: 3 clusters Score -2585013 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2585014.000000 Penalty: 3241.244629
	Iteration 21Q: 3 clusters Score -2585014 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -2585027.250000 Penalty: 3241.244629
	Iteration 22Q: 3 clusters Score -2585027 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2585043.000000 Penalty: 3241.244629
	Iteration 23Q: 3 clusters Score -2585043 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -2585044.250000 Penalty: 3241.244629
	Iteration 24Q: 3 clusters Score -2585044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2585048.000000 Penalty: 3241.244629
	Iteration 25Q: 3 clusters Score -2585048 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -2585051.750000 Penalty: 3241.244629
	Iteration 26Q: 3 clusters Score -2585052 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -2585059.000000 Penalty: 3241.244629
	Iteration 27Q: 3 clusters Score -2585059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -2585066.500000 Penalty: 3241.244629
	Iteration 28Q: 3 clusters Score -2585066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2585064.250000 Penalty: 3241.244629
	Iteration 29Q: 3 clusters Score -2585064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -2585068.500000 Penalty: 3241.244629
	Iteration 30Q: 3 clusters Score -2585068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2585067.000000 Penalty: 3241.244629
	Iteration 31Q: 3 clusters Score -2585067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2585071.500000 Penalty: 3241.244629
	Iteration 32Q: 3 clusters Score -2585072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2585074.000000 Penalty: 3241.244629
	Iteration 33Q: 3 clusters Score -2585074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -2585076.500000 Penalty: 3241.244629
	Iteration 34Q: 3 clusters Score -2585076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -2585083.000000 Penalty: 3241.244629
	Iteration 35Q: 3 clusters Score -2585083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2585083.000000 Penalty: 3241.244629
	Iteration 36Q: 3 clusters Score -2585083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2585079.000000 Penalty: 3241.244629
	Iteration 37Q: 3 clusters Score -2585079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -2585083.500000 Penalty: 3241.244629
	Iteration 38Q: 3 clusters Score -2585084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2585085.750000 Penalty: 3241.244629
	Iteration 39Q: 3 clusters Score -2585086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -2585090.500000 Penalty: 3241.244629
	Iteration 40F: 3 clusters Score -2585090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2585091.250000 Penalty: 3241.244629
	Iteration 41Q: 3 clusters Score -2585091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2585095.000000 Penalty: 3241.244629
	Iteration 42Q: 3 clusters Score -2585095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -2585105.500000 Penalty: 3241.244629
	Iteration 43Q: 3 clusters Score -2585106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -2585105.000000 Penalty: 3241.244629
	Iteration 44Q: 3 clusters Score -2585105 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -2585120.750000 Penalty: 3241.244629
	Iteration 45Q: 3 clusters Score -2585121 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2585130.250000 Penalty: 3241.244629
	Iteration 46Q: 3 clusters Score -2585130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -2585147.500000 Penalty: 3241.244629
	Iteration 47Q: 3 clusters Score -2585148 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2585154.250000 Penalty: 3241.244629
	Iteration 48Q: 3 clusters Score -2585154 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -2585185.500000 Penalty: 3241.244629
	Iteration 49Q: 3 clusters Score -2585186 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2585334.500000 Penalty: 3241.244629
	Iteration 50Q: 3 clusters Score -2585334 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -2585890.250000 Penalty: 3241.244629
	Iteration 51Q: 3 clusters Score -2585890 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -2586239.250000 Penalty: 3241.244629
	Iteration 52Q: 3 clusters Score -2586239 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -2586253.750000 Penalty: 3241.244629
	Iteration 53Q: 3 clusters Score -2586254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2586253.000000 Penalty: 3241.244629
	Iteration 54Q: 3 clusters Score -2586253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -2586255.500000 Penalty: 3241.244629
	Iteration 55Q: 3 clusters Score -2586256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -2586253.250000 Penalty: 3241.244629
	Iteration 56Q: 3 clusters Score -2586253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -2586255.000000 Penalty: 3241.244629
	Iteration 57Q: 3 clusters Score -2586255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -2586255.000000 Penalty: 3241.244629
	Iteration 58F: 3 clusters Score -2586255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 103659 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 43661 members 
Mstep: Class 6 contains 9900 members 
Mstep: Class 7 contains 5174 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7139 members 
Mstep: Class 10 contains 104888 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 109389 members 
Mstep: Class 13 contains 13907 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6530 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 21518 members 
Mstep: Class 18 contains 327 members 
Mstep: Class 19 contains 98187 members 
Mstep: Class 20 contains 1857 members 
Mstep: Class 21 contains 64210 members 
Mstep: Class 22 contains 1449 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 9736 members 
Mstep: Class 25 contains 83058 members 
Mstep: Class 26 contains 37296 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111859 members 
Mstep: Class 29 contains 1746 members 
Mstep: Class 30 contains 2884 members 
Mstep: Class 31 contains 4471 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 3809 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 676 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6487 members 
Mstep: Class 40 contains 370 members 
Mstep: Class 41 contains 19584 members 
Entering Unmasked Estep 
Score: -111758072.000000 Penalty: 91479.007812
Splitting cluster 20 changes total score from -111758520.000000 to -111758072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (64210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64210 members 
Entering Unmasked Estep 
Score: -7916026.000000 Penalty: 1798.860962
	Iteration 0F: 2 clusters Score -7916026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -7873061.000000 Penalty: 3597.721924
	Iteration 0F: 3 clusters Score -7873061 nChanged 30501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -7890240.500000 Penalty: 3597.721924
	Iteration 1F: 3 clusters Score -7890240 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -7890827.000000 Penalty: 3597.721924
	Iteration 2Q: 3 clusters Score -7890827 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -7891416.500000 Penalty: 3597.721924
	Iteration 3Q: 3 clusters Score -7891416 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -7892161.500000 Penalty: 3597.721924
	Iteration 4Q: 3 clusters Score -7892162 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -7892833.500000 Penalty: 3597.721924
	Iteration 5Q: 3 clusters Score -7892834 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -7893594.000000 Penalty: 3597.721924
	Iteration 6Q: 3 clusters Score -7893594 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -7894465.000000 Penalty: 3597.721924
	Iteration 7Q: 3 clusters Score -7894465 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -7895521.500000 Penalty: 3597.721924
	Iteration 8Q: 3 clusters Score -7895522 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -7896938.500000 Penalty: 3597.721924
	Iteration 9Q: 3 clusters Score -7896938 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -7898725.500000 Penalty: 3597.721924
	Iteration 10F: 3 clusters Score -7898726 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
Score: -7901318.500000 Penalty: 3597.721924
	Iteration 11F: 3 clusters Score -7901318 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 52169 members 
Entering Unmasked Estep 
Score: -7904504.500000 Penalty: 3597.721924
	Iteration 12F: 3 clusters Score -7904504 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 56163 members 
Entering Unmasked Estep 
Score: -7907831.500000 Penalty: 3597.721924
	Iteration 13F: 3 clusters Score -7907832 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 59433 members 
Entering Unmasked Estep 
Score: -7910667.000000 Penalty: 3597.721924
	Iteration 14F: 3 clusters Score -7910667 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 61625 members 
Entering Unmasked Estep 
Score: -7912472.500000 Penalty: 3597.721924
	Iteration 15Q: 3 clusters Score -7912472 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 62839 members 
Entering Unmasked Estep 
Score: -7913491.500000 Penalty: 3597.721924
	Iteration 16Q: 3 clusters Score -7913492 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 63471 members 
Entering Unmasked Estep 
Score: -7913976.000000 Penalty: 3597.721924
	Iteration 17Q: 3 clusters Score -7913976 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 63752 members 
Entering Unmasked Estep 
Score: -7914235.000000 Penalty: 3597.721924
	Iteration 18Q: 3 clusters Score -7914235 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 63873 members 
Entering Unmasked Estep 
Score: -7914336.500000 Penalty: 3597.721924
	Iteration 19Q: 3 clusters Score -7914336 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 63920 members 
Entering Unmasked Estep 
Score: -7914392.000000 Penalty: 3597.721924
	Iteration 20F: 3 clusters Score -7914392 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 63952 members 
Entering Unmasked Estep 
Score: -7914435.000000 Penalty: 3597.721924
	Iteration 21Q: 3 clusters Score -7914435 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 63968 members 
Entering Unmasked Estep 
Score: -7914447.000000 Penalty: 3597.721924
	Iteration 22Q: 3 clusters Score -7914447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 63973 members 
Entering Unmasked Estep 
Score: -7914453.500000 Penalty: 3597.721924
	Iteration 23Q: 3 clusters Score -7914454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 63977 members 
Entering Unmasked Estep 
Score: -7914459.500000 Penalty: 3597.721924
	Iteration 24Q: 3 clusters Score -7914460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 63983 members 
Entering Unmasked Estep 
Score: -7914465.000000 Penalty: 3597.721924
	Iteration 25Q: 3 clusters Score -7914465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 63989 members 
Entering Unmasked Estep 
Score: -7914469.000000 Penalty: 3597.721924
	Iteration 26Q: 3 clusters Score -7914469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 63991 members 
Entering Unmasked Estep 
Score: -7914470.000000 Penalty: 3597.721924
	Iteration 27Q: 3 clusters Score -7914470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 63993 members 
Entering Unmasked Estep 
Score: -7914476.000000 Penalty: 3597.721924
	Iteration 28Q: 3 clusters Score -7914476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 63993 members 
Entering Unmasked Estep 
Score: -7914476.000000 Penalty: 3597.721924
	Iteration 29F: 3 clusters Score -7914476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Entering Unmasked Estep 
Score: -155260.515625 Penalty: 1182.777222
	Iteration 0F: 2 clusters Score -155260.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -153606.609375 Penalty: 2365.554443
	Iteration 0F: 3 clusters Score -153606.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -154223.406250 Penalty: 2365.554443
	Iteration 1F: 3 clusters Score -154223.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -154507.531250 Penalty: 2365.554443
	Iteration 2F: 3 clusters Score -154507.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -154660.593750 Penalty: 2365.554443
	Iteration 3F: 3 clusters Score -154660.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -154764.734375 Penalty: 2365.554443
	Iteration 4Q: 3 clusters Score -154764.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -154854.484375 Penalty: 2365.554443
	Iteration 5Q: 3 clusters Score -154854.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -154905.515625 Penalty: 2365.554443
	Iteration 6Q: 3 clusters Score -154905.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -154952.593750 Penalty: 2365.554443
	Iteration 7Q: 3 clusters Score -154952.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -154988.078125 Penalty: 2365.554443
	Iteration 8Q: 3 clusters Score -154988.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -155006.296875 Penalty: 2365.554443
	Iteration 9Q: 3 clusters Score -155006.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -155025.765625 Penalty: 2365.554443
	Iteration 10Q: 3 clusters Score -155025.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -155051.359375 Penalty: 2365.554443
	Iteration 11Q: 3 clusters Score -155051.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -155067.500000 Penalty: 2365.554443
	Iteration 12Q: 3 clusters Score -155067.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -155071.484375 Penalty: 2365.554443
	Iteration 13Q: 3 clusters Score -155071.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -155074.703125 Penalty: 2365.554443
	Iteration 14Q: 3 clusters Score -155074.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -155077.500000 Penalty: 2365.554443
	Iteration 15Q: 3 clusters Score -155077.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -155079.484375 Penalty: 2365.554443
	Iteration 16Q: 3 clusters Score -155079.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -155081.671875 Penalty: 2365.554443
	Iteration 17Q: 3 clusters Score -155081.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -155084.546875 Penalty: 2365.554443
	Iteration 18Q: 3 clusters Score -155084.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -155086.390625 Penalty: 2365.554443
	Iteration 19Q: 3 clusters Score -155086.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -155087.046875 Penalty: 2365.554443
	Iteration 20F: 3 clusters Score -155087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Entering Unmasked Estep 
Score: -604506.312500 Penalty: 1379.127808
	Iteration 0F: 2 clusters Score -604506.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -600601.812500 Penalty: 2758.255615
	Iteration 0F: 3 clusters Score -600601.8 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -601616.687500 Penalty: 2758.255615
	Iteration 1F: 3 clusters Score -601616.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -601796.562500 Penalty: 2758.255615
	Iteration 2F: 3 clusters Score -601796.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -601917.437500 Penalty: 2758.255615
	Iteration 3F: 3 clusters Score -601917.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -602005.125000 Penalty: 2758.255615
	Iteration 4Q: 3 clusters Score -602005.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -602093.125000 Penalty: 2758.255615
	Iteration 5Q: 3 clusters Score -602093.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -602173.312500 Penalty: 2758.255615
	Iteration 6Q: 3 clusters Score -602173.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -602251.062500 Penalty: 2758.255615
	Iteration 7Q: 3 clusters Score -602251.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -602317.125000 Penalty: 2758.255615
	Iteration 8Q: 3 clusters Score -602317.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -602383.000000 Penalty: 2758.255615
	Iteration 9Q: 3 clusters Score -602383 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -602450.187500 Penalty: 2758.255615
	Iteration 10Q: 3 clusters Score -602450.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -602506.250000 Penalty: 2758.255615
	Iteration 11Q: 3 clusters Score -602506.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -602574.750000 Penalty: 2758.255615
	Iteration 12Q: 3 clusters Score -602574.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -602640.062500 Penalty: 2758.255615
	Iteration 13Q: 3 clusters Score -602640.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -602683.062500 Penalty: 2758.255615
	Iteration 14Q: 3 clusters Score -602683.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -602720.062500 Penalty: 2758.255615
	Iteration 15Q: 3 clusters Score -602720.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -602755.687500 Penalty: 2758.255615
	Iteration 16Q: 3 clusters Score -602755.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -602786.000000 Penalty: 2758.255615
	Iteration 17Q: 3 clusters Score -602786 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -602812.812500 Penalty: 2758.255615
	Iteration 18Q: 3 clusters Score -602812.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -602834.187500 Penalty: 2758.255615
	Iteration 19Q: 3 clusters Score -602834.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -602850.750000 Penalty: 2758.255615
	Iteration 20F: 3 clusters Score -602850.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -602870.875000 Penalty: 2758.255615
	Iteration 21Q: 3 clusters Score -602870.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -602888.437500 Penalty: 2758.255615
	Iteration 22Q: 3 clusters Score -602888.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -602907.687500 Penalty: 2758.255615
	Iteration 23Q: 3 clusters Score -602907.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -602925.750000 Penalty: 2758.255615
	Iteration 24Q: 3 clusters Score -602925.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -602942.312500 Penalty: 2758.255615
	Iteration 25Q: 3 clusters Score -602942.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -602957.187500 Penalty: 2758.255615
	Iteration 26Q: 3 clusters Score -602957.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -602969.312500 Penalty: 2758.255615
	Iteration 27Q: 3 clusters Score -602969.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -602987.500000 Penalty: 2758.255615
	Iteration 28Q: 3 clusters Score -602987.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -603007.812500 Penalty: 2758.255615
	Iteration 29Q: 3 clusters Score -603007.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -603031.562500 Penalty: 2758.255615
	Iteration 30Q: 3 clusters Score -603031.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -603056.812500 Penalty: 2758.255615
	Iteration 31Q: 3 clusters Score -603056.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -603079.375000 Penalty: 2758.255615
	Iteration 32Q: 3 clusters Score -603079.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -603094.125000 Penalty: 2758.255615
	Iteration 33Q: 3 clusters Score -603094.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -603108.687500 Penalty: 2758.255615
	Iteration 34Q: 3 clusters Score -603108.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -603122.937500 Penalty: 2758.255615
	Iteration 35Q: 3 clusters Score -603122.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -603137.250000 Penalty: 2758.255615
	Iteration 36Q: 3 clusters Score -603137.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -603153.437500 Penalty: 2758.255615
	Iteration 37Q: 3 clusters Score -603153.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -603165.812500 Penalty: 2758.255615
	Iteration 38Q: 3 clusters Score -603165.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -603172.437500 Penalty: 2758.255615
	Iteration 39Q: 3 clusters Score -603172.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -603181.625000 Penalty: 2758.255615
	Iteration 40F: 3 clusters Score -603181.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -603188.750000 Penalty: 2758.255615
	Iteration 41Q: 3 clusters Score -603188.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -603194.812500 Penalty: 2758.255615
	Iteration 42Q: 3 clusters Score -603194.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -603201.750000 Penalty: 2758.255615
	Iteration 43Q: 3 clusters Score -603201.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -603206.062500 Penalty: 2758.255615
	Iteration 44Q: 3 clusters Score -603206.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -603212.500000 Penalty: 2758.255615
	Iteration 45Q: 3 clusters Score -603212.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -603219.875000 Penalty: 2758.255615
	Iteration 46Q: 3 clusters Score -603219.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -603223.250000 Penalty: 2758.255615
	Iteration 47Q: 3 clusters Score -603223.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -603227.187500 Penalty: 2758.255615
	Iteration 48Q: 3 clusters Score -603227.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -603229.000000 Penalty: 2758.255615
	Iteration 49Q: 3 clusters Score -603229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -603232.250000 Penalty: 2758.255615
	Iteration 50Q: 3 clusters Score -603232.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -603235.375000 Penalty: 2758.255615
	Iteration 51Q: 3 clusters Score -603235.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -603236.437500 Penalty: 2758.255615
	Iteration 52Q: 3 clusters Score -603236.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -603238.062500 Penalty: 2758.255615
	Iteration 53Q: 3 clusters Score -603238.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -603238.312500 Penalty: 2758.255615
	Iteration 54Q: 3 clusters Score -603238.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -603240.625000 Penalty: 2758.255615
	Iteration 55Q: 3 clusters Score -603240.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -603242.375000 Penalty: 2758.255615
	Iteration 56Q: 3 clusters Score -603242.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -603244.312500 Penalty: 2758.255615
	Iteration 57Q: 3 clusters Score -603244.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -603246.500000 Penalty: 2758.255615
	Iteration 58Q: 3 clusters Score -603246.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -603249.250000 Penalty: 2758.255615
	Iteration 59Q: 3 clusters Score -603249.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -603252.625000 Penalty: 2758.255615
	Iteration 60F: 3 clusters Score -603252.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -603254.562500 Penalty: 2758.255615
	Iteration 61Q: 3 clusters Score -603254.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -603258.812500 Penalty: 2758.255615
	Iteration 62Q: 3 clusters Score -603258.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -603263.000000 Penalty: 2758.255615
	Iteration 63Q: 3 clusters Score -603263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -603264.937500 Penalty: 2758.255615
	Iteration 64Q: 3 clusters Score -603264.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -603267.187500 Penalty: 2758.255615
	Iteration 65Q: 3 clusters Score -603267.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -603270.500000 Penalty: 2758.255615
	Iteration 66Q: 3 clusters Score -603270.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -603270.500000 Penalty: 2758.255615
	Iteration 67Q: 3 clusters Score -603270.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -603271.812500 Penalty: 2758.255615
	Iteration 68Q: 3 clusters Score -603271.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -603272.687500 Penalty: 2758.255615
	Iteration 69Q: 3 clusters Score -603272.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -603273.875000 Penalty: 2758.255615
	Iteration 70Q: 3 clusters Score -603273.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -603275.625000 Penalty: 2758.255615
	Iteration 71Q: 3 clusters Score -603275.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -603277.562500 Penalty: 2758.255615
	Iteration 72Q: 3 clusters Score -603277.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -603281.875000 Penalty: 2758.255615
	Iteration 73Q: 3 clusters Score -603281.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -603282.937500 Penalty: 2758.255615
	Iteration 74Q: 3 clusters Score -603282.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -603284.875000 Penalty: 2758.255615
	Iteration 75Q: 3 clusters Score -603284.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -603288.937500 Penalty: 2758.255615
	Iteration 76Q: 3 clusters Score -603288.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -603291.687500 Penalty: 2758.255615
	Iteration 77Q: 3 clusters Score -603291.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -603293.187500 Penalty: 2758.255615
	Iteration 78Q: 3 clusters Score -603293.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -603295.250000 Penalty: 2758.255615
	Iteration 79Q: 3 clusters Score -603295.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -603296.875000 Penalty: 2758.255615
	Iteration 80F: 3 clusters Score -603296.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -603298.437500 Penalty: 2758.255615
	Iteration 81Q: 3 clusters Score -603298.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -603301.750000 Penalty: 2758.255615
	Iteration 82Q: 3 clusters Score -603301.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -603305.625000 Penalty: 2758.255615
	Iteration 83Q: 3 clusters Score -603305.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -603310.500000 Penalty: 2758.255615
	Iteration 84Q: 3 clusters Score -603310.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -603311.125000 Penalty: 2758.255615
	Iteration 85Q: 3 clusters Score -603311.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -603312.875000 Penalty: 2758.255615
	Iteration 86Q: 3 clusters Score -603312.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -603313.062500 Penalty: 2758.255615
	Iteration 87Q: 3 clusters Score -603313.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -603313.250000 Penalty: 2758.255615
	Iteration 88Q: 3 clusters Score -603313.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -603315.000000 Penalty: 2758.255615
	Iteration 89Q: 3 clusters Score -603315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -603315.875000 Penalty: 2758.255615
	Iteration 90Q: 3 clusters Score -603315.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -603316.375000 Penalty: 2758.255615
	Iteration 91Q: 3 clusters Score -603316.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -603318.125000 Penalty: 2758.255615
	Iteration 92Q: 3 clusters Score -603318.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -603320.437500 Penalty: 2758.255615
	Iteration 93Q: 3 clusters Score -603320.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -603322.062500 Penalty: 2758.255615
	Iteration 94Q: 3 clusters Score -603322.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -603321.562500 Penalty: 2758.255615
	Iteration 95Q: 3 clusters Score -603321.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -603322.250000 Penalty: 2758.255615
	Iteration 96Q: 3 clusters Score -603322.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -603322.812500 Penalty: 2758.255615
	Iteration 97Q: 3 clusters Score -603322.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -603322.312500 Penalty: 2758.255615
	Iteration 98Q: 3 clusters Score -603322.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -603322.312500 Penalty: 2758.255615
	Iteration 99F: 3 clusters Score -603322.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Entering Unmasked Estep 
Score: -1205801.250000 Penalty: 1492.332764
	Iteration 0F: 2 clusters Score -1205801 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 4926 members 
Entering Unmasked Estep 
Score: -1198787.875000 Penalty: 2984.665527
	Iteration 0F: 3 clusters Score -1198788 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1201086.500000 Penalty: 2984.665527
	Iteration 1F: 3 clusters Score -1201086 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1201412.125000 Penalty: 2984.665527
	Iteration 2F: 3 clusters Score -1201412 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1201757.875000 Penalty: 2984.665527
	Iteration 3F: 3 clusters Score -1201758 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1202134.375000 Penalty: 2984.665527
	Iteration 4F: 3 clusters Score -1202134 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1202461.750000 Penalty: 2984.665527
	Iteration 5F: 3 clusters Score -1202462 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1202786.750000 Penalty: 2984.665527
	Iteration 6F: 3 clusters Score -1202787 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1203083.000000 Penalty: 2984.665527
	Iteration 7Q: 3 clusters Score -1203083 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1203347.875000 Penalty: 2984.665527
	Iteration 8Q: 3 clusters Score -1203348 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1203583.750000 Penalty: 2984.665527
	Iteration 9Q: 3 clusters Score -1203584 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1203784.875000 Penalty: 2984.665527
	Iteration 10Q: 3 clusters Score -1203785 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1203949.750000 Penalty: 2984.665527
	Iteration 11Q: 3 clusters Score -1203950 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1204100.625000 Penalty: 2984.665527
	Iteration 12Q: 3 clusters Score -1204101 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1204203.375000 Penalty: 2984.665527
	Iteration 13Q: 3 clusters Score -1204203 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1204291.750000 Penalty: 2984.665527
	Iteration 14Q: 3 clusters Score -1204292 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1204373.875000 Penalty: 2984.665527
	Iteration 15Q: 3 clusters Score -1204374 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1204439.875000 Penalty: 2984.665527
	Iteration 16Q: 3 clusters Score -1204440 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1204491.125000 Penalty: 2984.665527
	Iteration 17Q: 3 clusters Score -1204491 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1204528.500000 Penalty: 2984.665527
	Iteration 18Q: 3 clusters Score -1204528 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1204557.000000 Penalty: 2984.665527
	Iteration 19Q: 3 clusters Score -1204557 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1204588.625000 Penalty: 2984.665527
	Iteration 20F: 3 clusters Score -1204589 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1204607.750000 Penalty: 2984.665527
	Iteration 21Q: 3 clusters Score -1204608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1204619.625000 Penalty: 2984.665527
	Iteration 22Q: 3 clusters Score -1204620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1204628.125000 Penalty: 2984.665527
	Iteration 23Q: 3 clusters Score -1204628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1204636.625000 Penalty: 2984.665527
	Iteration 24Q: 3 clusters Score -1204637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1204644.375000 Penalty: 2984.665527
	Iteration 25Q: 3 clusters Score -1204644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1204652.500000 Penalty: 2984.665527
	Iteration 26Q: 3 clusters Score -1204652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1204650.750000 Penalty: 2984.665527
	Iteration 27Q: 3 clusters Score -1204651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1204654.500000 Penalty: 2984.665527
	Iteration 28Q: 3 clusters Score -1204654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1204656.500000 Penalty: 2984.665527
	Iteration 29Q: 3 clusters Score -1204656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1204653.250000 Penalty: 2984.665527
	Iteration 30Q: 3 clusters Score -1204653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1204655.500000 Penalty: 2984.665527
	Iteration 31Q: 3 clusters Score -1204656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1204655.500000 Penalty: 2984.665527
	Iteration 32F: 3 clusters Score -1204656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (83058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83058 members 
Entering Unmasked Estep 
Score: -10100047.000000 Penalty: 1840.685303
	Iteration 0F: 2 clusters Score -1.010005e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -10044669.000000 Penalty: 3681.370605
	Iteration 0F: 3 clusters Score -1.004467e+07 nChanged 39329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -10067784.000000 Penalty: 3681.370605
	Iteration 1F: 3 clusters Score -1.006778e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -10068822.000000 Penalty: 3681.370605
	Iteration 2Q: 3 clusters Score -1.006882e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 41919 members 
Entering Unmasked Estep 
Score: -10069887.000000 Penalty: 3681.370605
	Iteration 3Q: 3 clusters Score -1.006989e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -10071078.000000 Penalty: 3681.370605
	Iteration 4Q: 3 clusters Score -1.007108e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -10072491.000000 Penalty: 3681.370605
	Iteration 5Q: 3 clusters Score -1.007249e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -10073974.000000 Penalty: 3681.370605
	Iteration 6Q: 3 clusters Score -1.007397e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -10075677.000000 Penalty: 3681.370605
	Iteration 7Q: 3 clusters Score -1.007568e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 46398 members 
Entering Unmasked Estep 
Score: -10077672.000000 Penalty: 3681.370605
	Iteration 8Q: 3 clusters Score -1.007767e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 48703 members 
Entering Unmasked Estep 
Score: -10079947.000000 Penalty: 3681.370605
	Iteration 9Q: 3 clusters Score -1.007995e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -10082289.000000 Penalty: 3681.370605
	Iteration 10Q: 3 clusters Score -1.008229e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 53777 members 
Entering Unmasked Estep 
Score: -10084291.000000 Penalty: 3681.370605
	Iteration 11Q: 3 clusters Score -1.008429e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 56064 members 
Entering Unmasked Estep 
Score: -10086172.000000 Penalty: 3681.370605
	Iteration 12Q: 3 clusters Score -1.008617e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 58108 members 
Entering Unmasked Estep 
Score: -10087740.000000 Penalty: 3681.370605
	Iteration 13Q: 3 clusters Score -1.008774e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 59910 members 
Entering Unmasked Estep 
Score: -10089246.000000 Penalty: 3681.370605
	Iteration 14Q: 3 clusters Score -1.008925e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 61499 members 
Entering Unmasked Estep 
Score: -10090702.000000 Penalty: 3681.370605
	Iteration 15Q: 3 clusters Score -1.00907e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 62893 members 
Entering Unmasked Estep 
Score: -10092293.000000 Penalty: 3681.370605
	Iteration 16Q: 3 clusters Score -1.009229e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 64064 members 
Entering Unmasked Estep 
Score: -10093406.000000 Penalty: 3681.370605
	Iteration 17Q: 3 clusters Score -1.009341e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 65032 members 
Entering Unmasked Estep 
Score: -10094102.000000 Penalty: 3681.370605
	Iteration 18Q: 3 clusters Score -1.00941e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 65925 members 
Entering Unmasked Estep 
Score: -10094583.000000 Penalty: 3681.370605
	Iteration 19Q: 3 clusters Score -1.009458e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 66854 members 
Entering Unmasked Estep 
Score: -10095042.000000 Penalty: 3681.370605
	Iteration 20F: 3 clusters Score -1.009504e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 67834 members 
Entering Unmasked Estep 
Score: -10095462.000000 Penalty: 3681.370605
	Iteration 21Q: 3 clusters Score -1.009546e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 68842 members 
Entering Unmasked Estep 
Score: -10095948.000000 Penalty: 3681.370605
	Iteration 22Q: 3 clusters Score -1.009595e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 69863 members 
Entering Unmasked Estep 
Score: -10096456.000000 Penalty: 3681.370605
	Iteration 23Q: 3 clusters Score -1.009646e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 70883 members 
Entering Unmasked Estep 
Score: -10096904.000000 Penalty: 3681.370605
	Iteration 24Q: 3 clusters Score -1.00969e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 71848 members 
Entering Unmasked Estep 
Score: -10097360.000000 Penalty: 3681.370605
	Iteration 25Q: 3 clusters Score -1.009736e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 72671 members 
Entering Unmasked Estep 
Score: -10097671.000000 Penalty: 3681.370605
	Iteration 26Q: 3 clusters Score -1.009767e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 73448 members 
Entering Unmasked Estep 
Score: -10098027.000000 Penalty: 3681.370605
	Iteration 27Q: 3 clusters Score -1.009803e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 74156 members 
Entering Unmasked Estep 
Score: -10098328.000000 Penalty: 3681.370605
	Iteration 28Q: 3 clusters Score -1.009833e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 74803 members 
Entering Unmasked Estep 
Score: -10098592.000000 Penalty: 3681.370605
	Iteration 29Q: 3 clusters Score -1.009859e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 75367 members 
Entering Unmasked Estep 
Score: -10098783.000000 Penalty: 3681.370605
	Iteration 30Q: 3 clusters Score -1.009878e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 75814 members 
Entering Unmasked Estep 
Score: -10098917.000000 Penalty: 3681.370605
	Iteration 31Q: 3 clusters Score -1.009892e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 76197 members 
Entering Unmasked Estep 
Score: -10099060.000000 Penalty: 3681.370605
	Iteration 32Q: 3 clusters Score -1.009906e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 76538 members 
Entering Unmasked Estep 
Score: -10099171.000000 Penalty: 3681.370605
	Iteration 33Q: 3 clusters Score -1.009917e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 76830 members 
Entering Unmasked Estep 
Score: -10099234.000000 Penalty: 3681.370605
	Iteration 34Q: 3 clusters Score -1.009923e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 77087 members 
Entering Unmasked Estep 
Score: -10099294.000000 Penalty: 3681.370605
	Iteration 35Q: 3 clusters Score -1.009929e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 77306 members 
Entering Unmasked Estep 
Score: -10099339.000000 Penalty: 3681.370605
	Iteration 36Q: 3 clusters Score -1.009934e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 77527 members 
Entering Unmasked Estep 
Score: -10099385.000000 Penalty: 3681.370605
	Iteration 37Q: 3 clusters Score -1.009938e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 77718 members 
Entering Unmasked Estep 
Score: -10099434.000000 Penalty: 3681.370605
	Iteration 38Q: 3 clusters Score -1.009943e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 77891 members 
Entering Unmasked Estep 
Score: -10099450.000000 Penalty: 3681.370605
	Iteration 39Q: 3 clusters Score -1.009945e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 78042 members 
Entering Unmasked Estep 
Score: -10099492.000000 Penalty: 3681.370605
	Iteration 40F: 3 clusters Score -1.009949e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 78178 members 
Entering Unmasked Estep 
Score: -10099524.000000 Penalty: 3681.370605
	Iteration 41Q: 3 clusters Score -1.009952e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 78292 members 
Entering Unmasked Estep 
Score: -10099529.000000 Penalty: 3681.370605
	Iteration 42Q: 3 clusters Score -1.009953e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 78404 members 
Entering Unmasked Estep 
Score: -10099561.000000 Penalty: 3681.370605
	Iteration 43Q: 3 clusters Score -1.009956e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 78504 members 
Entering Unmasked Estep 
Score: -10099587.000000 Penalty: 3681.370605
	Iteration 44Q: 3 clusters Score -1.009959e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 78606 members 
Entering Unmasked Estep 
Score: -10099634.000000 Penalty: 3681.370605
	Iteration 45Q: 3 clusters Score -1.009963e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 78697 members 
Entering Unmasked Estep 
Score: -10099659.000000 Penalty: 3681.370605
	Iteration 46Q: 3 clusters Score -1.009966e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 78779 members 
Entering Unmasked Estep 
Score: -10099675.000000 Penalty: 3681.370605
	Iteration 47Q: 3 clusters Score -1.009968e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 78848 members 
Entering Unmasked Estep 
Score: -10099688.000000 Penalty: 3681.370605
	Iteration 48Q: 3 clusters Score -1.009969e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 78907 members 
Entering Unmasked Estep 
Score: -10099685.000000 Penalty: 3681.370605
	Iteration 49Q: 3 clusters Score -1.009968e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 78957 members 
Entering Unmasked Estep 
Score: -10099689.000000 Penalty: 3681.370605
	Iteration 50Q: 3 clusters Score -1.009969e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 79001 members 
Entering Unmasked Estep 
Score: -10099693.000000 Penalty: 3681.370605
	Iteration 51Q: 3 clusters Score -1.009969e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 79039 members 
Entering Unmasked Estep 
Score: -10099710.000000 Penalty: 3681.370605
	Iteration 52Q: 3 clusters Score -1.009971e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 79073 members 
Entering Unmasked Estep 
Score: -10099727.000000 Penalty: 3681.370605
	Iteration 53Q: 3 clusters Score -1.009973e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 79107 members 
Entering Unmasked Estep 
Score: -10099728.000000 Penalty: 3681.370605
	Iteration 54Q: 3 clusters Score -1.009973e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 79145 members 
Entering Unmasked Estep 
Score: -10099736.000000 Penalty: 3681.370605
	Iteration 55Q: 3 clusters Score -1.009974e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 79192 members 
Entering Unmasked Estep 
Score: -10099742.000000 Penalty: 3681.370605
	Iteration 56Q: 3 clusters Score -1.009974e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 79223 members 
Entering Unmasked Estep 
Score: -10099747.000000 Penalty: 3681.370605
	Iteration 57Q: 3 clusters Score -1.009975e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 79247 members 
Entering Unmasked Estep 
Score: -10099736.000000 Penalty: 3681.370605
	Iteration 58Q: 3 clusters Score -1.009974e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 79273 members 
Entering Unmasked Estep 
Score: -10099758.000000 Penalty: 3681.370605
	Iteration 59Q: 3 clusters Score -1.009976e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 79296 members 
Entering Unmasked Estep 
Score: -10099749.000000 Penalty: 3681.370605
	Iteration 60F: 3 clusters Score -1.009975e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 79310 members 
Entering Unmasked Estep 
Score: -10099750.000000 Penalty: 3681.370605
	Iteration 61Q: 3 clusters Score -1.009975e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 79326 members 
Entering Unmasked Estep 
Score: -10099749.000000 Penalty: 3681.370605
	Iteration 62Q: 3 clusters Score -1.009975e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 79337 members 
Entering Unmasked Estep 
Score: -10099744.000000 Penalty: 3681.370605
	Iteration 63Q: 3 clusters Score -1.009974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 79345 members 
Entering Unmasked Estep 
Score: -10099738.000000 Penalty: 3681.370605
	Iteration 64Q: 3 clusters Score -1.009974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 79350 members 
Entering Unmasked Estep 
Score: -10099747.000000 Penalty: 3681.370605
	Iteration 65Q: 3 clusters Score -1.009975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 79352 members 
Entering Unmasked Estep 
Score: -10099754.000000 Penalty: 3681.370605
	Iteration 66Q: 3 clusters Score -1.009975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 79355 members 
Entering Unmasked Estep 
Score: -10099754.000000 Penalty: 3681.370605
	Iteration 67Q: 3 clusters Score -1.009975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 79361 members 
Entering Unmasked Estep 
Score: -10099760.000000 Penalty: 3681.370605
	Iteration 68Q: 3 clusters Score -1.009976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 79364 members 
Entering Unmasked Estep 
Score: -10099757.000000 Penalty: 3681.370605
	Iteration 69Q: 3 clusters Score -1.009976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 79365 members 
Entering Unmasked Estep 
Score: -10099761.000000 Penalty: 3681.370605
	Iteration 70Q: 3 clusters Score -1.009976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 79367 members 
Entering Unmasked Estep 
Score: -10099753.000000 Penalty: 3681.370605
	Iteration 71Q: 3 clusters Score -1.009975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 79368 members 
Entering Unmasked Estep 
Score: -10099750.000000 Penalty: 3681.370605
	Iteration 72Q: 3 clusters Score -1.009975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 79367 members 
Entering Unmasked Estep 
Score: -10099745.000000 Penalty: 3681.370605
	Iteration 73Q: 3 clusters Score -1.009974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 79367 members 
Entering Unmasked Estep 
Score: -10099744.000000 Penalty: 3681.370605
	Iteration 74Q: 3 clusters Score -1.009974e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 79367 members 
Entering Unmasked Estep 
Score: -10099744.000000 Penalty: 3681.370605
	Iteration 75F: 3 clusters Score -1.009974e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (37296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Entering Unmasked Estep 
Score: -4652139.500000 Penalty: 1710.579346
	Iteration 0F: 2 clusters Score -4652140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -4627092.500000 Penalty: 3421.158691
	Iteration 0F: 3 clusters Score -4627092 nChanged 17394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -4637162.500000 Penalty: 3421.158691
	Iteration 1F: 3 clusters Score -4637162 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -4637939.500000 Penalty: 3421.158691
	Iteration 2F: 3 clusters Score -4637940 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -4638903.000000 Penalty: 3421.158691
	Iteration 3F: 3 clusters Score -4638903 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -4640036.500000 Penalty: 3421.158691
	Iteration 4F: 3 clusters Score -4640036 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -4641339.500000 Penalty: 3421.158691
	Iteration 5F: 3 clusters Score -4641340 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -4642633.500000 Penalty: 3421.158691
	Iteration 6F: 3 clusters Score -4642634 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -4643864.000000 Penalty: 3421.158691
	Iteration 7F: 3 clusters Score -4643864 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -4644780.000000 Penalty: 3421.158691
	Iteration 8Q: 3 clusters Score -4644780 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -4645372.500000 Penalty: 3421.158691
	Iteration 9Q: 3 clusters Score -4645372 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -4645699.000000 Penalty: 3421.158691
	Iteration 10Q: 3 clusters Score -4645699 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -4645845.500000 Penalty: 3421.158691
	Iteration 11Q: 3 clusters Score -4645846 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -4645970.000000 Penalty: 3421.158691
	Iteration 12Q: 3 clusters Score -4645970 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -4646061.500000 Penalty: 3421.158691
	Iteration 13Q: 3 clusters Score -4646062 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -4646128.500000 Penalty: 3421.158691
	Iteration 14Q: 3 clusters Score -4646128 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -4646199.000000 Penalty: 3421.158691
	Iteration 15Q: 3 clusters Score -4646199 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -4646282.500000 Penalty: 3421.158691
	Iteration 16Q: 3 clusters Score -4646282 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -4646380.500000 Penalty: 3421.158691
	Iteration 17Q: 3 clusters Score -4646380 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -4646503.000000 Penalty: 3421.158691
	Iteration 18Q: 3 clusters Score -4646503 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -4646560.500000 Penalty: 3421.158691
	Iteration 19Q: 3 clusters Score -4646560 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -4646671.500000 Penalty: 3421.158691
	Iteration 20F: 3 clusters Score -4646672 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -4646829.000000 Penalty: 3421.158691
	Iteration 21Q: 3 clusters Score -4646829 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -4646944.500000 Penalty: 3421.158691
	Iteration 22Q: 3 clusters Score -4646944 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -4647097.500000 Penalty: 3421.158691
	Iteration 23Q: 3 clusters Score -4647098 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -4647261.000000 Penalty: 3421.158691
	Iteration 24Q: 3 clusters Score -4647261 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -4647466.000000 Penalty: 3421.158691
	Iteration 25Q: 3 clusters Score -4647466 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -4647695.000000 Penalty: 3421.158691
	Iteration 26Q: 3 clusters Score -4647695 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -4647959.500000 Penalty: 3421.158691
	Iteration 27Q: 3 clusters Score -4647960 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -4648195.500000 Penalty: 3421.158691
	Iteration 28Q: 3 clusters Score -4648196 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -4648438.500000 Penalty: 3421.158691
	Iteration 29Q: 3 clusters Score -4648438 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -4648640.500000 Penalty: 3421.158691
	Iteration 30Q: 3 clusters Score -4648640 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -4648828.000000 Penalty: 3421.158691
	Iteration 31Q: 3 clusters Score -4648828 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -4649033.000000 Penalty: 3421.158691
	Iteration 32Q: 3 clusters Score -4649033 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -4649219.000000 Penalty: 3421.158691
	Iteration 33Q: 3 clusters Score -4649219 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -4649374.500000 Penalty: 3421.158691
	Iteration 34Q: 3 clusters Score -4649374 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -4649483.000000 Penalty: 3421.158691
	Iteration 35Q: 3 clusters Score -4649483 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -4649589.000000 Penalty: 3421.158691
	Iteration 36Q: 3 clusters Score -4649589 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -4649686.000000 Penalty: 3421.158691
	Iteration 37Q: 3 clusters Score -4649686 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -4649791.500000 Penalty: 3421.158691
	Iteration 38Q: 3 clusters Score -4649792 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -4649869.500000 Penalty: 3421.158691
	Iteration 39Q: 3 clusters Score -4649870 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -4649924.500000 Penalty: 3421.158691
	Iteration 40F: 3 clusters Score -4649924 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -4649980.000000 Penalty: 3421.158691
	Iteration 41Q: 3 clusters Score -4649980 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -4650041.000000 Penalty: 3421.158691
	Iteration 42Q: 3 clusters Score -4650041 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -4650087.000000 Penalty: 3421.158691
	Iteration 43Q: 3 clusters Score -4650087 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -4650130.500000 Penalty: 3421.158691
	Iteration 44Q: 3 clusters Score -4650130 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -4650169.500000 Penalty: 3421.158691
	Iteration 45Q: 3 clusters Score -4650170 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -4650233.000000 Penalty: 3421.158691
	Iteration 46Q: 3 clusters Score -4650233 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -4650281.000000 Penalty: 3421.158691
	Iteration 47Q: 3 clusters Score -4650281 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -4650303.500000 Penalty: 3421.158691
	Iteration 48Q: 3 clusters Score -4650304 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -4650353.000000 Penalty: 3421.158691
	Iteration 49Q: 3 clusters Score -4650353 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4650380.500000 Penalty: 3421.158691
	Iteration 50Q: 3 clusters Score -4650380 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4650413.500000 Penalty: 3421.158691
	Iteration 51Q: 3 clusters Score -4650414 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4650429.000000 Penalty: 3421.158691
	Iteration 52Q: 3 clusters Score -4650429 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4650436.500000 Penalty: 3421.158691
	Iteration 53Q: 3 clusters Score -4650436 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4650445.500000 Penalty: 3421.158691
	Iteration 54Q: 3 clusters Score -4650446 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4650467.000000 Penalty: 3421.158691
	Iteration 55Q: 3 clusters Score -4650467 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4650481.000000 Penalty: 3421.158691
	Iteration 56Q: 3 clusters Score -4650481 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4650480.500000 Penalty: 3421.158691
	Iteration 57Q: 3 clusters Score -4650480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4650484.500000 Penalty: 3421.158691
	Iteration 58Q: 3 clusters Score -4650484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4650497.500000 Penalty: 3421.158691
	Iteration 59Q: 3 clusters Score -4650498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4650495.000000 Penalty: 3421.158691
	Iteration 60F: 3 clusters Score -4650495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4650499.000000 Penalty: 3421.158691
	Iteration 61Q: 3 clusters Score -4650499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4650501.500000 Penalty: 3421.158691
	Iteration 62Q: 3 clusters Score -4650502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4650506.500000 Penalty: 3421.158691
	Iteration 63Q: 3 clusters Score -4650506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4650510.000000 Penalty: 3421.158691
	Iteration 64Q: 3 clusters Score -4650510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4650513.500000 Penalty: 3421.158691
	Iteration 65Q: 3 clusters Score -4650514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4650520.500000 Penalty: 3421.158691
	Iteration 66Q: 3 clusters Score -4650520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4650516.000000 Penalty: 3421.158691
	Iteration 67Q: 3 clusters Score -4650516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4650516.000000 Penalty: 3421.158691
	Iteration 68Q: 3 clusters Score -4650516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4650524.000000 Penalty: 3421.158691
	Iteration 69Q: 3 clusters Score -4650524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4650527.500000 Penalty: 3421.158691
	Iteration 70Q: 3 clusters Score -4650528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4650524.500000 Penalty: 3421.158691
	Iteration 71Q: 3 clusters Score -4650524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4650527.500000 Penalty: 3421.158691
	Iteration 72Q: 3 clusters Score -4650528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4650530.000000 Penalty: 3421.158691
	Iteration 73Q: 3 clusters Score -4650530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4650534.000000 Penalty: 3421.158691
	Iteration 74Q: 3 clusters Score -4650534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4650525.000000 Penalty: 3421.158691
	Iteration 75Q: 3 clusters Score -4650525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4650523.000000 Penalty: 3421.158691
	Iteration 76Q: 3 clusters Score -4650523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4650520.500000 Penalty: 3421.158691
	Iteration 77Q: 3 clusters Score -4650520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4650521.500000 Penalty: 3421.158691
	Iteration 78Q: 3 clusters Score -4650522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4650521.500000 Penalty: 3421.158691
	Iteration 79Q: 3 clusters Score -4650522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4650527.000000 Penalty: 3421.158691
	Iteration 80F: 3 clusters Score -4650527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4650524.000000 Penalty: 3421.158691
	Iteration 81Q: 3 clusters Score -4650524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4650524.000000 Penalty: 3421.158691
	Iteration 82Q: 3 clusters Score -4650524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4650524.500000 Penalty: 3421.158691
	Iteration 83Q: 3 clusters Score -4650524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4650524.000000 Penalty: 3421.158691
	Iteration 84Q: 3 clusters Score -4650524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4650520.000000 Penalty: 3421.158691
	Iteration 85Q: 3 clusters Score -4650520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4650519.500000 Penalty: 3421.158691
	Iteration 86Q: 3 clusters Score -4650520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4650520.000000 Penalty: 3421.158691
	Iteration 87Q: 3 clusters Score -4650520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4650521.500000 Penalty: 3421.158691
	Iteration 88Q: 3 clusters Score -4650522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4650521.500000 Penalty: 3421.158691
	Iteration 89F: 3 clusters Score -4650522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -62172.285156 Penalty: 1039.501099
	Iteration 0F: 2 clusters Score -62172.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61031.164062 Penalty: 2079.002197
	Iteration 0F: 3 clusters Score -61031.16 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61321.789062 Penalty: 2079.002197
	Iteration 1F: 3 clusters Score -61321.79 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61464.703125 Penalty: 2079.002197
	Iteration 2F: 3 clusters Score -61464.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -61547.800781 Penalty: 2079.002197
	Iteration 3F: 3 clusters Score -61547.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -61603.726562 Penalty: 2079.002197
	Iteration 4Q: 3 clusters Score -61603.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -61642.046875 Penalty: 2079.002197
	Iteration 5Q: 3 clusters Score -61642.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -61693.105469 Penalty: 2079.002197
	Iteration 6Q: 3 clusters Score -61693.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -61753.550781 Penalty: 2079.002197
	Iteration 7Q: 3 clusters Score -61753.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -61773.812500 Penalty: 2079.002197
	Iteration 8Q: 3 clusters Score -61773.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -61782.570312 Penalty: 2079.002197
	Iteration 9Q: 3 clusters Score -61782.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -61784.148438 Penalty: 2079.002197
	Iteration 10Q: 3 clusters Score -61784.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -61784.148438 Penalty: 2079.002197
	Iteration 11F: 3 clusters Score -61784.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (111859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111859 members 
Entering Unmasked Estep 
Score: -14143294.000000 Penalty: 1889.061523
	Iteration 0F: 2 clusters Score -1.414329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55660 members 
Mstep: Class 2 contains 56199 members 
Entering Unmasked Estep 
Score: -14083022.000000 Penalty: 3778.123047
	Iteration 0F: 3 clusters Score -1.408302e+07 nChanged 53399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50767 members 
Mstep: Class 2 contains 61092 members 
Entering Unmasked Estep 
Score: -14114358.000000 Penalty: 3778.123047
	Iteration 1F: 3 clusters Score -1.411436e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 64023 members 
Entering Unmasked Estep 
Score: -14115534.000000 Penalty: 3778.123047
	Iteration 2Q: 3 clusters Score -1.411553e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 68354 members 
Entering Unmasked Estep 
Score: -14117468.000000 Penalty: 3778.123047
	Iteration 3Q: 3 clusters Score -1.411747e+07 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 74567 members 
Entering Unmasked Estep 
Score: -14120949.000000 Penalty: 3778.123047
	Iteration 4F: 3 clusters Score -1.412095e+07 nChanged 8562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 83015 members 
Entering Unmasked Estep 
Score: -14127057.000000 Penalty: 3778.123047
	Iteration 5F: 3 clusters Score -1.412706e+07 nChanged 9950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 92915 members 
Entering Unmasked Estep 
Score: -14135579.000000 Penalty: 3778.123047
	Iteration 6F: 3 clusters Score -1.413558e+07 nChanged 8856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 101759 members 
Entering Unmasked Estep 
Score: -14141292.000000 Penalty: 3778.123047
	Iteration 7F: 3 clusters Score -1.414129e+07 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 107779 members 
Entering Unmasked Estep 
Score: -14141585.000000 Penalty: 3778.123047
	Iteration 8F: 3 clusters Score -1.414158e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 110489 members 
Entering Unmasked Estep 
Score: -14141501.000000 Penalty: 3778.123047
	Iteration 9Q: 3 clusters Score -1.41415e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 111369 members 
Entering Unmasked Estep 
Score: -14141441.000000 Penalty: 3778.123047
	Iteration 10Q: 3 clusters Score -1.414144e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 111588 members 
Entering Unmasked Estep 
Score: -14141550.000000 Penalty: 3778.123047
	Iteration 11Q: 3 clusters Score -1.414155e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 111661 members 
Entering Unmasked Estep 
Score: -14141616.000000 Penalty: 3778.123047
	Iteration 12Q: 3 clusters Score -1.414162e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 111683 members 
Entering Unmasked Estep 
Score: -14141652.000000 Penalty: 3778.123047
	Iteration 13Q: 3 clusters Score -1.414165e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 111691 members 
Entering Unmasked Estep 
Score: -14141667.000000 Penalty: 3778.123047
	Iteration 14Q: 3 clusters Score -1.414167e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 111698 members 
Entering Unmasked Estep 
Score: -14141684.000000 Penalty: 3778.123047
	Iteration 15Q: 3 clusters Score -1.414168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 111697 members 
Entering Unmasked Estep 
Score: -14141690.000000 Penalty: 3778.123047
	Iteration 16Q: 3 clusters Score -1.414169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 111697 members 
Entering Unmasked Estep 
Score: -14141700.000000 Penalty: 3778.123047
	Iteration 17Q: 3 clusters Score -1.41417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 111699 members 
Entering Unmasked Estep 
Score: -14141703.000000 Penalty: 3778.123047
	Iteration 18Q: 3 clusters Score -1.41417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 111701 members 
Entering Unmasked Estep 
Score: -14141703.000000 Penalty: 3778.123047
	Iteration 19Q: 3 clusters Score -1.41417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 111700 members 
Entering Unmasked Estep 
Score: -14141708.000000 Penalty: 3778.123047
	Iteration 20F: 3 clusters Score -1.414171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 111702 members 
Entering Unmasked Estep 
Score: -14141710.000000 Penalty: 3778.123047
	Iteration 21Q: 3 clusters Score -1.414171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 111703 members 
Entering Unmasked Estep 
Score: -14141710.000000 Penalty: 3778.123047
	Iteration 22Q: 3 clusters Score -1.414171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 111704 members 
Entering Unmasked Estep 
Score: -14141711.000000 Penalty: 3778.123047
	Iteration 23Q: 3 clusters Score -1.414171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 111706 members 
Entering Unmasked Estep 
Score: -14141720.000000 Penalty: 3778.123047
	Iteration 24Q: 3 clusters Score -1.414172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 111708 members 
Entering Unmasked Estep 
Score: -14141725.000000 Penalty: 3778.123047
	Iteration 25Q: 3 clusters Score -1.414172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 111707 members 
Entering Unmasked Estep 
Score: -14141713.000000 Penalty: 3778.123047
	Iteration 26Q: 3 clusters Score -1.414171e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 111707 members 
Entering Unmasked Estep 
Score: -14141713.000000 Penalty: 3778.123047
	Iteration 27F: 3 clusters Score -1.414171e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Entering Unmasked Estep 
Score: -211786.921875 Penalty: 1213.075928
	Iteration 0F: 2 clusters Score -211786.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -209880.828125 Penalty: 2426.151855
	Iteration 0F: 3 clusters Score -209880.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -210384.984375 Penalty: 2426.151855
	Iteration 1F: 3 clusters Score -210385 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -210683.531250 Penalty: 2426.151855
	Iteration 2F: 3 clusters Score -210683.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -211008.250000 Penalty: 2426.151855
	Iteration 3F: 3 clusters Score -211008.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -211143.218750 Penalty: 2426.151855
	Iteration 4F: 3 clusters Score -211143.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -211252.437500 Penalty: 2426.151855
	Iteration 5Q: 3 clusters Score -211252.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -211373.375000 Penalty: 2426.151855
	Iteration 6Q: 3 clusters Score -211373.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -211506.609375 Penalty: 2426.151855
	Iteration 7Q: 3 clusters Score -211506.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -211676.937500 Penalty: 2426.151855
	Iteration 8Q: 3 clusters Score -211676.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -211764.625000 Penalty: 2426.151855
	Iteration 9Q: 3 clusters Score -211764.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -211804.281250 Penalty: 2426.151855
	Iteration 10Q: 3 clusters Score -211804.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -211829.062500 Penalty: 2426.151855
	Iteration 11Q: 3 clusters Score -211829.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -211846.687500 Penalty: 2426.151855
	Iteration 12Q: 3 clusters Score -211846.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -211855.156250 Penalty: 2426.151855
	Iteration 13Q: 3 clusters Score -211855.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -211864.828125 Penalty: 2426.151855
	Iteration 14Q: 3 clusters Score -211864.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -211871.359375 Penalty: 2426.151855
	Iteration 15Q: 3 clusters Score -211871.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -211875.718750 Penalty: 2426.151855
	Iteration 16Q: 3 clusters Score -211875.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -211877.921875 Penalty: 2426.151855
	Iteration 17Q: 3 clusters Score -211877.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -211880.578125 Penalty: 2426.151855
	Iteration 18Q: 3 clusters Score -211880.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -211881.328125 Penalty: 2426.151855
	Iteration 19Q: 3 clusters Score -211881.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -211881.328125 Penalty: 2426.151855
	Iteration 20F: 3 clusters Score -211881.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 103659 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 43661 members 
Mstep: Class 6 contains 9900 members 
Mstep: Class 7 contains 5174 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7139 members 
Mstep: Class 10 contains 104888 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 109389 members 
Mstep: Class 13 contains 13907 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6530 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 21518 members 
Mstep: Class 18 contains 327 members 
Mstep: Class 19 contains 98187 members 
Mstep: Class 20 contains 21441 members 
Mstep: Class 21 contains 64210 members 
Mstep: Class 22 contains 1449 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 9736 members 
Mstep: Class 25 contains 83058 members 
Mstep: Class 26 contains 37296 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111859 members 
Mstep: Class 29 contains 549 members 
Mstep: Class 30 contains 2884 members 
Mstep: Class 31 contains 4471 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 3809 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 676 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6487 members 
Mstep: Class 40 contains 370 members 
Mstep: Class 41 contains 1197 members 
Entering Unmasked Estep 
Score: -111757640.000000 Penalty: 91479.007812
Splitting cluster 29 changes total score from -111758520.000000 to -111757640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (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: -341576.750000 Penalty: 1294.626709
	Iteration 0F: 2 clusters Score -341576.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -338942.906250 Penalty: 2589.253418
	Iteration 0F: 3 clusters Score -338942.9 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -339592.281250 Penalty: 2589.253418
	Iteration 1F: 3 clusters Score -339592.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -339719.093750 Penalty: 2589.253418
	Iteration 2F: 3 clusters Score -339719.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -339789.562500 Penalty: 2589.253418
	Iteration 3Q: 3 clusters Score -339789.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -339849.656250 Penalty: 2589.253418
	Iteration 4Q: 3 clusters Score -339849.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -339904.812500 Penalty: 2589.253418
	Iteration 5Q: 3 clusters Score -339904.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -339964.906250 Penalty: 2589.253418
	Iteration 6Q: 3 clusters Score -339964.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -340019.718750 Penalty: 2589.253418
	Iteration 7Q: 3 clusters Score -340019.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -340055.062500 Penalty: 2589.253418
	Iteration 8Q: 3 clusters Score -340055.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -340080.000000 Penalty: 2589.253418
	Iteration 9Q: 3 clusters Score -340080 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -340101.312500 Penalty: 2589.253418
	Iteration 10Q: 3 clusters Score -340101.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -340126.906250 Penalty: 2589.253418
	Iteration 11Q: 3 clusters Score -340126.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -340151.218750 Penalty: 2589.253418
	Iteration 12Q: 3 clusters Score -340151.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -340173.843750 Penalty: 2589.253418
	Iteration 13Q: 3 clusters Score -340173.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -340190.187500 Penalty: 2589.253418
	Iteration 14Q: 3 clusters Score -340190.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -340203.437500 Penalty: 2589.253418
	Iteration 15Q: 3 clusters Score -340203.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -340216.468750 Penalty: 2589.253418
	Iteration 16Q: 3 clusters Score -340216.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -340225.531250 Penalty: 2589.253418
	Iteration 17Q: 3 clusters Score -340225.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -340234.562500 Penalty: 2589.253418
	Iteration 18Q: 3 clusters Score -340234.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -340244.250000 Penalty: 2589.253418
	Iteration 19Q: 3 clusters Score -340244.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -340255.843750 Penalty: 2589.253418
	Iteration 20F: 3 clusters Score -340255.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -340265.687500 Penalty: 2589.253418
	Iteration 21Q: 3 clusters Score -340265.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -340275.187500 Penalty: 2589.253418
	Iteration 22Q: 3 clusters Score -340275.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -340282.187500 Penalty: 2589.253418
	Iteration 23Q: 3 clusters Score -340282.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -340287.750000 Penalty: 2589.253418
	Iteration 24Q: 3 clusters Score -340287.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -340291.718750 Penalty: 2589.253418
	Iteration 25Q: 3 clusters Score -340291.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -340296.218750 Penalty: 2589.253418
	Iteration 26Q: 3 clusters Score -340296.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -340302.156250 Penalty: 2589.253418
	Iteration 27Q: 3 clusters Score -340302.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -340308.281250 Penalty: 2589.253418
	Iteration 28Q: 3 clusters Score -340308.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -340311.000000 Penalty: 2589.253418
	Iteration 29Q: 3 clusters Score -340311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -340313.718750 Penalty: 2589.253418
	Iteration 30Q: 3 clusters Score -340313.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -340318.125000 Penalty: 2589.253418
	Iteration 31Q: 3 clusters Score -340318.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -340323.000000 Penalty: 2589.253418
	Iteration 32Q: 3 clusters Score -340323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -340327.406250 Penalty: 2589.253418
	Iteration 33Q: 3 clusters Score -340327.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -340332.312500 Penalty: 2589.253418
	Iteration 34Q: 3 clusters Score -340332.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -340339.531250 Penalty: 2589.253418
	Iteration 35Q: 3 clusters Score -340339.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -340343.562500 Penalty: 2589.253418
	Iteration 36Q: 3 clusters Score -340343.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -340346.375000 Penalty: 2589.253418
	Iteration 37Q: 3 clusters Score -340346.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -340349.218750 Penalty: 2589.253418
	Iteration 38Q: 3 clusters Score -340349.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -340349.437500 Penalty: 2589.253418
	Iteration 39Q: 3 clusters Score -340349.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -340349.593750 Penalty: 2589.253418
	Iteration 40F: 3 clusters Score -340349.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -340350.937500 Penalty: 2589.253418
	Iteration 41Q: 3 clusters Score -340350.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -340352.468750 Penalty: 2589.253418
	Iteration 42Q: 3 clusters Score -340352.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -340353.000000 Penalty: 2589.253418
	Iteration 43Q: 3 clusters Score -340353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -340353.593750 Penalty: 2589.253418
	Iteration 44Q: 3 clusters Score -340353.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -340354.031250 Penalty: 2589.253418
	Iteration 45Q: 3 clusters Score -340354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -340355.625000 Penalty: 2589.253418
	Iteration 46Q: 3 clusters Score -340355.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -340356.187500 Penalty: 2589.253418
	Iteration 47Q: 3 clusters Score -340356.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -340356.406250 Penalty: 2589.253418
	Iteration 48Q: 3 clusters Score -340356.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -340356.468750 Penalty: 2589.253418
	Iteration 49Q: 3 clusters Score -340356.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -340356.468750 Penalty: 2589.253418
	Iteration 50F: 3 clusters Score -340356.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Entering Unmasked Estep 
Score: -556640.437500 Penalty: 1365.872070
	Iteration 0F: 2 clusters Score -556640.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -552971.187500 Penalty: 2731.744141
	Iteration 0F: 3 clusters Score -552971.2 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -553930.937500 Penalty: 2731.744141
	Iteration 1F: 3 clusters Score -553930.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -554098.187500 Penalty: 2731.744141
	Iteration 2F: 3 clusters Score -554098.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -554217.687500 Penalty: 2731.744141
	Iteration 3F: 3 clusters Score -554217.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -554325.375000 Penalty: 2731.744141
	Iteration 4Q: 3 clusters Score -554325.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -554419.375000 Penalty: 2731.744141
	Iteration 5Q: 3 clusters Score -554419.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -554511.625000 Penalty: 2731.744141
	Iteration 6Q: 3 clusters Score -554511.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -554595.812500 Penalty: 2731.744141
	Iteration 7Q: 3 clusters Score -554595.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -554673.562500 Penalty: 2731.744141
	Iteration 8Q: 3 clusters Score -554673.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -554745.125000 Penalty: 2731.744141
	Iteration 9Q: 3 clusters Score -554745.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -554820.312500 Penalty: 2731.744141
	Iteration 10Q: 3 clusters Score -554820.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -554900.062500 Penalty: 2731.744141
	Iteration 11Q: 3 clusters Score -554900.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -554999.437500 Penalty: 2731.744141
	Iteration 12Q: 3 clusters Score -554999.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -555086.375000 Penalty: 2731.744141
	Iteration 13Q: 3 clusters Score -555086.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -555169.937500 Penalty: 2731.744141
	Iteration 14Q: 3 clusters Score -555169.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -555252.500000 Penalty: 2731.744141
	Iteration 15Q: 3 clusters Score -555252.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -555319.312500 Penalty: 2731.744141
	Iteration 16Q: 3 clusters Score -555319.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -555363.000000 Penalty: 2731.744141
	Iteration 17Q: 3 clusters Score -555363 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -555389.625000 Penalty: 2731.744141
	Iteration 18Q: 3 clusters Score -555389.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -555408.625000 Penalty: 2731.744141
	Iteration 19Q: 3 clusters Score -555408.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -555433.562500 Penalty: 2731.744141
	Iteration 20F: 3 clusters Score -555433.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -555448.125000 Penalty: 2731.744141
	Iteration 21Q: 3 clusters Score -555448.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -555455.562500 Penalty: 2731.744141
	Iteration 22Q: 3 clusters Score -555455.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -555465.250000 Penalty: 2731.744141
	Iteration 23Q: 3 clusters Score -555465.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -555472.187500 Penalty: 2731.744141
	Iteration 24Q: 3 clusters Score -555472.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -555477.375000 Penalty: 2731.744141
	Iteration 25Q: 3 clusters Score -555477.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -555485.750000 Penalty: 2731.744141
	Iteration 26Q: 3 clusters Score -555485.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -555492.625000 Penalty: 2731.744141
	Iteration 27Q: 3 clusters Score -555492.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -555496.000000 Penalty: 2731.744141
	Iteration 28Q: 3 clusters Score -555496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -555497.875000 Penalty: 2731.744141
	Iteration 29Q: 3 clusters Score -555497.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -555500.437500 Penalty: 2731.744141
	Iteration 30Q: 3 clusters Score -555500.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -555502.875000 Penalty: 2731.744141
	Iteration 31Q: 3 clusters Score -555502.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -555503.812500 Penalty: 2731.744141
	Iteration 32Q: 3 clusters Score -555503.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -555506.187500 Penalty: 2731.744141
	Iteration 33Q: 3 clusters Score -555506.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -555507.687500 Penalty: 2731.744141
	Iteration 34Q: 3 clusters Score -555507.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -555507.500000 Penalty: 2731.744141
	Iteration 35Q: 3 clusters Score -555507.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -555507.500000 Penalty: 2731.744141
	Iteration 36F: 3 clusters Score -555507.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -16769.404297 Penalty: 910.942810
	Iteration 0F: 2 clusters Score -16769.4 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 135 members 
Entering Unmasked Estep 
Score: -16063.088867 Penalty: 1821.885620
	Iteration 0F: 3 clusters Score -16063.09 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16396.535156 Penalty: 1821.885620
	Iteration 1F: 3 clusters Score -16396.54 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -16626.298828 Penalty: 1821.885620
	Iteration 2F: 3 clusters Score -16626.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -16843.414062 Penalty: 1821.885620
	Iteration 3F: 3 clusters Score -16843.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17030.707031 Penalty: 1821.885620
	Iteration 4Q: 3 clusters Score -17030.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17088.054688 Penalty: 1821.885620
	Iteration 5Q: 3 clusters Score -17088.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17117.441406 Penalty: 1821.885620
	Iteration 6Q: 3 clusters Score -17117.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17117.441406 Penalty: 1821.885620
	Iteration 7F: 3 clusters Score -17117.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 103659 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 43661 members 
Mstep: Class 6 contains 9900 members 
Mstep: Class 7 contains 5174 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7139 members 
Mstep: Class 10 contains 104888 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 109389 members 
Mstep: Class 13 contains 13907 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6530 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 21518 members 
Mstep: Class 18 contains 327 members 
Mstep: Class 19 contains 98187 members 
Mstep: Class 20 contains 21441 members 
Mstep: Class 21 contains 64210 members 
Mstep: Class 22 contains 1449 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 9736 members 
Mstep: Class 25 contains 83058 members 
Mstep: Class 26 contains 37296 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111859 members 
Mstep: Class 29 contains 1746 members 
Mstep: Class 30 contains 2884 members 
Mstep: Class 31 contains 4471 members 
Mstep: Class 32 contains 176 members 
Mstep: Class 33 contains 3809 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 676 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6487 members 
Mstep: Class 40 contains 370 members 
Mstep: Class 41 contains 96 members 
Entering Unmasked Estep 
Score: -111757656.000000 Penalty: 91479.007812
Splitting cluster 32 changes total score from -111758520.000000 to -111757656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (3809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Entering Unmasked Estep 
Score: -431452.093750 Penalty: 1339.832275
	Iteration 0F: 2 clusters Score -431452.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -428219.406250 Penalty: 2679.664551
	Iteration 0F: 3 clusters Score -428219.4 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -429391.625000 Penalty: 2679.664551
	Iteration 1F: 3 clusters Score -429391.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -429847.593750 Penalty: 2679.664551
	Iteration 2F: 3 clusters Score -429847.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -430102.500000 Penalty: 2679.664551
	Iteration 3F: 3 clusters Score -430102.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -430256.812500 Penalty: 2679.664551
	Iteration 4F: 3 clusters Score -430256.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -430355.718750 Penalty: 2679.664551
	Iteration 5Q: 3 clusters Score -430355.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -430469.062500 Penalty: 2679.664551
	Iteration 6Q: 3 clusters Score -430469.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -430615.281250 Penalty: 2679.664551
	Iteration 7Q: 3 clusters Score -430615.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -430780.625000 Penalty: 2679.664551
	Iteration 8Q: 3 clusters Score -430780.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -430910.625000 Penalty: 2679.664551
	Iteration 9Q: 3 clusters Score -430910.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -431000.031250 Penalty: 2679.664551
	Iteration 10Q: 3 clusters Score -431000 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -431064.875000 Penalty: 2679.664551
	Iteration 11Q: 3 clusters Score -431064.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -431109.406250 Penalty: 2679.664551
	Iteration 12Q: 3 clusters Score -431109.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -431138.906250 Penalty: 2679.664551
	Iteration 13Q: 3 clusters Score -431138.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -431179.000000 Penalty: 2679.664551
	Iteration 14Q: 3 clusters Score -431179 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -431213.843750 Penalty: 2679.664551
	Iteration 15Q: 3 clusters Score -431213.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -431240.250000 Penalty: 2679.664551
	Iteration 16Q: 3 clusters Score -431240.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -431262.718750 Penalty: 2679.664551
	Iteration 17Q: 3 clusters Score -431262.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -431281.781250 Penalty: 2679.664551
	Iteration 18Q: 3 clusters Score -431281.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -431296.843750 Penalty: 2679.664551
	Iteration 19Q: 3 clusters Score -431296.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -431310.812500 Penalty: 2679.664551
	Iteration 20F: 3 clusters Score -431310.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -431318.968750 Penalty: 2679.664551
	Iteration 21Q: 3 clusters Score -431319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -431324.468750 Penalty: 2679.664551
	Iteration 22Q: 3 clusters Score -431324.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -431328.468750 Penalty: 2679.664551
	Iteration 23Q: 3 clusters Score -431328.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -431333.031250 Penalty: 2679.664551
	Iteration 24Q: 3 clusters Score -431333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -431333.906250 Penalty: 2679.664551
	Iteration 25Q: 3 clusters Score -431333.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -431337.875000 Penalty: 2679.664551
	Iteration 26Q: 3 clusters Score -431337.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -431339.531250 Penalty: 2679.664551
	Iteration 27Q: 3 clusters Score -431339.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -431339.343750 Penalty: 2679.664551
	Iteration 28Q: 3 clusters Score -431339.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -431341.093750 Penalty: 2679.664551
	Iteration 29Q: 3 clusters Score -431341.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -431342.000000 Penalty: 2679.664551
	Iteration 30Q: 3 clusters Score -431342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -431342.593750 Penalty: 2679.664551
	Iteration 31Q: 3 clusters Score -431342.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -431343.468750 Penalty: 2679.664551
	Iteration 32Q: 3 clusters Score -431343.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -431343.375000 Penalty: 2679.664551
	Iteration 33Q: 3 clusters Score -431343.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -431346.156250 Penalty: 2679.664551
	Iteration 34Q: 3 clusters Score -431346.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -431346.781250 Penalty: 2679.664551
	Iteration 35Q: 3 clusters Score -431346.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -431347.031250 Penalty: 2679.664551
	Iteration 36Q: 3 clusters Score -431347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -431347.031250 Penalty: 2679.664551
	Iteration 37F: 3 clusters Score -431347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Entering Unmasked Estep 
Score: -157527.500000 Penalty: 1164.267090
	Iteration 0F: 2 clusters Score -157527.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -155899.359375 Penalty: 2328.534180
	Iteration 0F: 3 clusters Score -155899.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -156291.984375 Penalty: 2328.534180
	Iteration 1F: 3 clusters Score -156292 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -156462.281250 Penalty: 2328.534180
	Iteration 2F: 3 clusters Score -156462.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -156537.453125 Penalty: 2328.534180
	Iteration 3F: 3 clusters Score -156537.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -156591.031250 Penalty: 2328.534180
	Iteration 4Q: 3 clusters Score -156591 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -156633.765625 Penalty: 2328.534180
	Iteration 5Q: 3 clusters Score -156633.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -156660.218750 Penalty: 2328.534180
	Iteration 6Q: 3 clusters Score -156660.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -156681.656250 Penalty: 2328.534180
	Iteration 7Q: 3 clusters Score -156681.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -156693.765625 Penalty: 2328.534180
	Iteration 8Q: 3 clusters Score -156693.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -156712.625000 Penalty: 2328.534180
	Iteration 9Q: 3 clusters Score -156712.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -156741.421875 Penalty: 2328.534180
	Iteration 10Q: 3 clusters Score -156741.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -156773.375000 Penalty: 2328.534180
	Iteration 11Q: 3 clusters Score -156773.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -156810.031250 Penalty: 2328.534180
	Iteration 12Q: 3 clusters Score -156810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -156840.500000 Penalty: 2328.534180
	Iteration 13Q: 3 clusters Score -156840.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -156862.218750 Penalty: 2328.534180
	Iteration 14Q: 3 clusters Score -156862.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -156873.125000 Penalty: 2328.534180
	Iteration 15Q: 3 clusters Score -156873.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -156879.078125 Penalty: 2328.534180
	Iteration 16Q: 3 clusters Score -156879.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -156882.687500 Penalty: 2328.534180
	Iteration 17Q: 3 clusters Score -156882.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -156891.281250 Penalty: 2328.534180
	Iteration 18Q: 3 clusters Score -156891.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -156899.703125 Penalty: 2328.534180
	Iteration 19Q: 3 clusters Score -156899.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -156907.296875 Penalty: 2328.534180
	Iteration 20F: 3 clusters Score -156907.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -156918.843750 Penalty: 2328.534180
	Iteration 21Q: 3 clusters Score -156918.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -156928.828125 Penalty: 2328.534180
	Iteration 22Q: 3 clusters Score -156928.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -156936.468750 Penalty: 2328.534180
	Iteration 23Q: 3 clusters Score -156936.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -156943.406250 Penalty: 2328.534180
	Iteration 24Q: 3 clusters Score -156943.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -156949.375000 Penalty: 2328.534180
	Iteration 25Q: 3 clusters Score -156949.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -156956.187500 Penalty: 2328.534180
	Iteration 26Q: 3 clusters Score -156956.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -156966.781250 Penalty: 2328.534180
	Iteration 27Q: 3 clusters Score -156966.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -156974.046875 Penalty: 2328.534180
	Iteration 28Q: 3 clusters Score -156974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -156979.593750 Penalty: 2328.534180
	Iteration 29Q: 3 clusters Score -156979.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -156988.812500 Penalty: 2328.534180
	Iteration 30Q: 3 clusters Score -156988.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -156999.687500 Penalty: 2328.534180
	Iteration 31Q: 3 clusters Score -156999.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -157015.687500 Penalty: 2328.534180
	Iteration 32Q: 3 clusters Score -157015.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -157027.437500 Penalty: 2328.534180
	Iteration 33Q: 3 clusters Score -157027.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -157039.609375 Penalty: 2328.534180
	Iteration 34Q: 3 clusters Score -157039.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -157051.578125 Penalty: 2328.534180
	Iteration 35Q: 3 clusters Score -157051.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -157056.265625 Penalty: 2328.534180
	Iteration 36Q: 3 clusters Score -157056.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -157061.140625 Penalty: 2328.534180
	Iteration 37Q: 3 clusters Score -157061.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -157062.093750 Penalty: 2328.534180
	Iteration 38Q: 3 clusters Score -157062.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -157062.093750 Penalty: 2328.534180
	Iteration 39F: 3 clusters Score -157062.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -18863.294922 Penalty: 909.743591
	Iteration 0F: 2 clusters Score -18863.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18235.986328 Penalty: 1819.487183
	Iteration 0F: 3 clusters Score -18235.99 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18628.123047 Penalty: 1819.487183
	Iteration 1F: 3 clusters Score -18628.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18767.898438 Penalty: 1819.487183
	Iteration 2F: 3 clusters Score -18767.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18866.890625 Penalty: 1819.487183
	Iteration 3Q: 3 clusters Score -18866.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18884.617188 Penalty: 1819.487183
	Iteration 4Q: 3 clusters Score -18884.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18884.617188 Penalty: 1819.487183
	Iteration 5F: 3 clusters Score -18884.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 103659 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 43661 members 
Mstep: Class 6 contains 9900 members 
Mstep: Class 7 contains 5174 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7139 members 
Mstep: Class 10 contains 104888 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 109389 members 
Mstep: Class 13 contains 13907 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6530 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 21518 members 
Mstep: Class 18 contains 327 members 
Mstep: Class 19 contains 98187 members 
Mstep: Class 20 contains 21441 members 
Mstep: Class 21 contains 64210 members 
Mstep: Class 22 contains 1449 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 9736 members 
Mstep: Class 25 contains 83058 members 
Mstep: Class 26 contains 37296 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111859 members 
Mstep: Class 29 contains 1746 members 
Mstep: Class 30 contains 2884 members 
Mstep: Class 31 contains 4471 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 3809 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 94 members 
Mstep: Class 36 contains 676 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6487 members 
Mstep: Class 40 contains 370 members 
Mstep: Class 41 contains 176 members 
Entering Unmasked Estep 
Score: -111757328.000000 Penalty: 91479.007812
Splitting cluster 35 changes total score from -111758520.000000 to -111757328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -66658.570312 Penalty: 1058.881348
	Iteration 0F: 2 clusters Score -66658.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -65527.613281 Penalty: 2117.762695
	Iteration 0F: 3 clusters Score -65527.61 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -65961.468750 Penalty: 2117.762695
	Iteration 1F: 3 clusters Score -65961.47 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -66136.187500 Penalty: 2117.762695
	Iteration 2F: 3 clusters Score -66136.19 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66254.375000 Penalty: 2117.762695
	Iteration 3F: 3 clusters Score -66254.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66390.828125 Penalty: 2117.762695
	Iteration 4F: 3 clusters Score -66390.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -66437.898438 Penalty: 2117.762695
	Iteration 5Q: 3 clusters Score -66437.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -66459.992188 Penalty: 2117.762695
	Iteration 6Q: 3 clusters Score -66459.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -66486.640625 Penalty: 2117.762695
	Iteration 7Q: 3 clusters Score -66486.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66502.640625 Penalty: 2117.762695
	Iteration 8Q: 3 clusters Score -66502.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -66522.593750 Penalty: 2117.762695
	Iteration 9Q: 3 clusters Score -66522.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -66536.398438 Penalty: 2117.762695
	Iteration 10Q: 3 clusters Score -66536.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -66558.109375 Penalty: 2117.762695
	Iteration 11Q: 3 clusters Score -66558.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -66561.992188 Penalty: 2117.762695
	Iteration 12Q: 3 clusters Score -66561.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -66564.234375 Penalty: 2117.762695
	Iteration 13Q: 3 clusters Score -66564.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -66564.234375 Penalty: 2117.762695
	Iteration 14F: 3 clusters Score -66564.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Entering Unmasked Estep 
Score: -106805.257812 Penalty: 1099.506104
	Iteration 0F: 2 clusters Score -106805.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -105409.132812 Penalty: 2199.012207
	Iteration 0F: 3 clusters Score -105409.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -105625.726562 Penalty: 2199.012207
	Iteration 1F: 3 clusters Score -105625.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -105691.312500 Penalty: 2199.012207
	Iteration 2F: 3 clusters Score -105691.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -105736.710938 Penalty: 2199.012207
	Iteration 3Q: 3 clusters Score -105736.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -105767.757812 Penalty: 2199.012207
	Iteration 4Q: 3 clusters Score -105767.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -105776.437500 Penalty: 2199.012207
	Iteration 5Q: 3 clusters Score -105776.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -105781.625000 Penalty: 2199.012207
	Iteration 6Q: 3 clusters Score -105781.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -105786.085938 Penalty: 2199.012207
	Iteration 7Q: 3 clusters Score -105786.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -105787.218750 Penalty: 2199.012207
	Iteration 8Q: 3 clusters Score -105787.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -105787.218750 Penalty: 2199.012207
	Iteration 9F: 3 clusters Score -105787.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Entering Unmasked Estep 
Score: -69842.226562 Penalty: 1068.902466
	Iteration 0F: 2 clusters Score -69842.23 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 351 members 
Entering Unmasked Estep 
Score: -68638.132812 Penalty: 2137.804932
	Iteration 0F: 3 clusters Score -68638.13 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -68916.367188 Penalty: 2137.804932
	Iteration 1F: 3 clusters Score -68916.37 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -69019.843750 Penalty: 2137.804932
	Iteration 2F: 3 clusters Score -69019.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -69065.226562 Penalty: 2137.804932
	Iteration 3Q: 3 clusters Score -69065.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69092.359375 Penalty: 2137.804932
	Iteration 4Q: 3 clusters Score -69092.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -69112.585938 Penalty: 2137.804932
	Iteration 5Q: 3 clusters Score -69112.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -69140.046875 Penalty: 2137.804932
	Iteration 6Q: 3 clusters Score -69140.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -69162.593750 Penalty: 2137.804932
	Iteration 7Q: 3 clusters Score -69162.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -69183.804688 Penalty: 2137.804932
	Iteration 8Q: 3 clusters Score -69183.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -69225.710938 Penalty: 2137.804932
	Iteration 9Q: 3 clusters Score -69225.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -69251.671875 Penalty: 2137.804932
	Iteration 10Q: 3 clusters Score -69251.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -69303.101562 Penalty: 2137.804932
	Iteration 11Q: 3 clusters Score -69303.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -69331.054688 Penalty: 2137.804932
	Iteration 12Q: 3 clusters Score -69331.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -69350.164062 Penalty: 2137.804932
	Iteration 13Q: 3 clusters Score -69350.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -69368.531250 Penalty: 2137.804932
	Iteration 14Q: 3 clusters Score -69368.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -69375.781250 Penalty: 2137.804932
	Iteration 15Q: 3 clusters Score -69375.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -69385.859375 Penalty: 2137.804932
	Iteration 16Q: 3 clusters Score -69385.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -69392.296875 Penalty: 2137.804932
	Iteration 17Q: 3 clusters Score -69392.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -69395.898438 Penalty: 2137.804932
	Iteration 18Q: 3 clusters Score -69395.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -69395.898438 Penalty: 2137.804932
	Iteration 19F: 3 clusters Score -69395.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Entering Unmasked Estep 
Score: -759336.437500 Penalty: 1426.352783
	Iteration 0F: 2 clusters Score -759336.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -754517.812500 Penalty: 2852.705566
	Iteration 0F: 3 clusters Score -754517.8 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -756278.062500 Penalty: 2852.705566
	Iteration 1F: 3 clusters Score -756278.1 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -756820.562500 Penalty: 2852.705566
	Iteration 2F: 3 clusters Score -756820.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -757349.125000 Penalty: 2852.705566
	Iteration 3F: 3 clusters Score -757349.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -757801.625000 Penalty: 2852.705566
	Iteration 4F: 3 clusters Score -757801.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -758185.312500 Penalty: 2852.705566
	Iteration 5F: 3 clusters Score -758185.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -758511.437500 Penalty: 2852.705566
	Iteration 6F: 3 clusters Score -758511.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -758716.687500 Penalty: 2852.705566
	Iteration 7Q: 3 clusters Score -758716.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -758806.312500 Penalty: 2852.705566
	Iteration 8Q: 3 clusters Score -758806.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -758846.250000 Penalty: 2852.705566
	Iteration 9Q: 3 clusters Score -758846.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -758875.875000 Penalty: 2852.705566
	Iteration 10Q: 3 clusters Score -758875.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -758906.875000 Penalty: 2852.705566
	Iteration 11Q: 3 clusters Score -758906.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -758931.687500 Penalty: 2852.705566
	Iteration 12Q: 3 clusters Score -758931.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -758950.062500 Penalty: 2852.705566
	Iteration 13Q: 3 clusters Score -758950.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -758959.500000 Penalty: 2852.705566
	Iteration 14Q: 3 clusters Score -758959.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -758967.250000 Penalty: 2852.705566
	Iteration 15Q: 3 clusters Score -758967.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -758976.375000 Penalty: 2852.705566
	Iteration 16Q: 3 clusters Score -758976.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -758990.750000 Penalty: 2852.705566
	Iteration 17Q: 3 clusters Score -758990.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -759009.250000 Penalty: 2852.705566
	Iteration 18Q: 3 clusters Score -759009.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -759044.812500 Penalty: 2852.705566
	Iteration 19Q: 3 clusters Score -759044.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -759101.875000 Penalty: 2852.705566
	Iteration 20F: 3 clusters Score -759101.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -759165.187500 Penalty: 2852.705566
	Iteration 21Q: 3 clusters Score -759165.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -759204.562500 Penalty: 2852.705566
	Iteration 22Q: 3 clusters Score -759204.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -759235.500000 Penalty: 2852.705566
	Iteration 23Q: 3 clusters Score -759235.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -759256.812500 Penalty: 2852.705566
	Iteration 24Q: 3 clusters Score -759256.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -759272.437500 Penalty: 2852.705566
	Iteration 25Q: 3 clusters Score -759272.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -759280.125000 Penalty: 2852.705566
	Iteration 26Q: 3 clusters Score -759280.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -759286.250000 Penalty: 2852.705566
	Iteration 27Q: 3 clusters Score -759286.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -759289.812500 Penalty: 2852.705566
	Iteration 28Q: 3 clusters Score -759289.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -759293.250000 Penalty: 2852.705566
	Iteration 29Q: 3 clusters Score -759293.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -759295.312500 Penalty: 2852.705566
	Iteration 30Q: 3 clusters Score -759295.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -759299.937500 Penalty: 2852.705566
	Iteration 31Q: 3 clusters Score -759299.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -759301.437500 Penalty: 2852.705566
	Iteration 32Q: 3 clusters Score -759301.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -759303.812500 Penalty: 2852.705566
	Iteration 33Q: 3 clusters Score -759303.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -759308.500000 Penalty: 2852.705566
	Iteration 34Q: 3 clusters Score -759308.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -759307.562500 Penalty: 2852.705566
	Iteration 35Q: 3 clusters Score -759307.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -759307.562500 Penalty: 2852.705566
	Iteration 36Q: 3 clusters Score -759307.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -759307.562500 Penalty: 2852.705566
	Iteration 37F: 3 clusters Score -759307.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -11923.091797 Penalty: 960.944275
	Iteration 0F: 2 clusters Score -11923.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -11111.893555 Penalty: 1921.888550
	Iteration 0F: 3 clusters Score -11111.89 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -11546.403320 Penalty: 1921.888550
	Iteration 1F: 3 clusters Score -11546.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -11773.131836 Penalty: 1921.888550
	Iteration 2F: 3 clusters Score -11773.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -11896.333008 Penalty: 1921.888550
	Iteration 3Q: 3 clusters Score -11896.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -12010.837891 Penalty: 1921.888550
	Iteration 4Q: 3 clusters Score -12010.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -12100.528320 Penalty: 1921.888550
	Iteration 5Q: 3 clusters Score -12100.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -12153.287109 Penalty: 1921.888550
	Iteration 6Q: 3 clusters Score -12153.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -12187.736328 Penalty: 1921.888550
	Iteration 7Q: 3 clusters Score -12187.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -12206.979492 Penalty: 1921.888550
	Iteration 8Q: 3 clusters Score -12206.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -12211.194336 Penalty: 1921.888550
	Iteration 9Q: 3 clusters Score -12211.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -12213.529297 Penalty: 1921.888550
	Iteration 10Q: 3 clusters Score -12213.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -12213.529297 Penalty: 1921.888550
	Iteration 11F: 3 clusters Score -12213.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 103659 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 43661 members 
Mstep: Class 6 contains 9900 members 
Mstep: Class 7 contains 5174 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7139 members 
Mstep: Class 10 contains 104888 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 109389 members 
Mstep: Class 13 contains 13907 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6530 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 21518 members 
Mstep: Class 18 contains 327 members 
Mstep: Class 19 contains 98187 members 
Mstep: Class 20 contains 21441 members 
Mstep: Class 21 contains 64210 members 
Mstep: Class 22 contains 1449 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 9736 members 
Mstep: Class 25 contains 83058 members 
Mstep: Class 26 contains 37296 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111859 members 
Mstep: Class 29 contains 1746 members 
Mstep: Class 30 contains 2884 members 
Mstep: Class 31 contains 4471 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 3809 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 676 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6487 members 
Mstep: Class 40 contains 161 members 
Mstep: Class 41 contains 209 members 
Entering Unmasked Estep 
Score: -111757584.000000 Penalty: 91479.007812
Splitting cluster 40 changes total score from -111758520.000000 to -111757584.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 103659 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 43661 members 
Mstep: Class 6 contains 9900 members 
Mstep: Class 7 contains 5174 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7139 members 
Mstep: Class 10 contains 104888 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 109389 members 
Mstep: Class 13 contains 13907 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6530 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 21518 members 
Mstep: Class 18 contains 327 members 
Mstep: Class 19 contains 98187 members 
Mstep: Class 20 contains 21441 members 
Mstep: Class 21 contains 64210 members 
Mstep: Class 22 contains 1449 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 9736 members 
Mstep: Class 25 contains 83058 members 
Mstep: Class 26 contains 37296 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111859 members 
Mstep: Class 29 contains 1746 members 
Mstep: Class 30 contains 2884 members 
Mstep: Class 31 contains 4471 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 3809 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 676 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6487 members 
Mstep: Class 40 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758576.000000 Penalty: 89247.812500
Iteration 159Q: 41 clusters Score -1.117586e+08 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 103667 members 
Mstep: Class 3 contains 7411 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 43747 members 
Mstep: Class 6 contains 9899 members 
Mstep: Class 7 contains 5179 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7141 members 
Mstep: Class 10 contains 104920 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 109390 members 
Mstep: Class 13 contains 13902 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6528 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 21539 members 
Mstep: Class 18 contains 327 members 
Mstep: Class 19 contains 98219 members 
Mstep: Class 20 contains 21330 members 
Mstep: Class 21 contains 64102 members 
Mstep: Class 22 contains 1449 members 
Mstep: Class 23 contains 4849 members 
Mstep: Class 24 contains 9738 members 
Mstep: Class 25 contains 83064 members 
Mstep: Class 26 contains 37331 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111860 members 
Mstep: Class 29 contains 1746 members 
Mstep: Class 30 contains 2884 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 3811 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 676 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6486 members 
Mstep: Class 40 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758600.000000 Penalty: 89247.812500
Iteration 160F: 41 clusters Score -1.117586e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 103675 members 
Mstep: Class 3 contains 7411 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 43833 members 
Mstep: Class 6 contains 9898 members 
Mstep: Class 7 contains 5178 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7146 members 
Mstep: Class 10 contains 104906 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 109431 members 
Mstep: Class 13 contains 13901 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6524 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 21572 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 19 contains 98251 members 
Mstep: Class 20 contains 21210 members 
Mstep: Class 21 contains 64010 members 
Mstep: Class 22 contains 1449 members 
Mstep: Class 23 contains 4848 members 
Mstep: Class 24 contains 9743 members 
Mstep: Class 25 contains 83065 members 
Mstep: Class 26 contains 37364 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111853 members 
Mstep: Class 29 contains 1746 members 
Mstep: Class 30 contains 2884 members 
Mstep: Class 31 contains 4471 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 3811 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 676 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6486 members 
Mstep: Class 40 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758472.000000 Penalty: 89247.812500
Iteration 161Q: 41 clusters Score -1.117585e+08 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 103698 members 
Mstep: Class 3 contains 7411 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 43911 members 
Mstep: Class 6 contains 9898 members 
Mstep: Class 7 contains 5179 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7150 members 
Mstep: Class 10 contains 104943 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 109440 members 
Mstep: Class 13 contains 13900 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6525 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 21599 members 
Mstep: Class 18 contains 335 members 
Mstep: Class 19 contains 98268 members 
Mstep: Class 20 contains 21102 members 
Mstep: Class 21 contains 63904 members 
Mstep: Class 22 contains 1449 members 
Mstep: Class 23 contains 4850 members 
Mstep: Class 24 contains 9739 members 
Mstep: Class 25 contains 83067 members 
Mstep: Class 26 contains 37394 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111852 members 
Mstep: Class 29 contains 1746 members 
Mstep: Class 30 contains 2878 members 
Mstep: Class 31 contains 4472 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 3811 members 
Mstep: Class 34 contains 1294 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 677 members 
Mstep: Class 37 contains 866 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6485 members 
Mstep: Class 40 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758336.000000 Penalty: 89247.812500
Iteration 162Q: 41 clusters Score -1.117583e+08 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 103715 members 
Mstep: Class 3 contains 7412 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 43981 members 
Mstep: Class 6 contains 9897 members 
Mstep: Class 7 contains 5180 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7152 members 
Mstep: Class 10 contains 105011 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 109418 members 
Mstep: Class 13 contains 13901 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6525 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 21621 members 
Mstep: Class 18 contains 335 members 
Mstep: Class 19 contains 98293 members 
Mstep: Class 20 contains 20989 members 
Mstep: Class 21 contains 63788 members 
Mstep: Class 22 contains 1449 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 9735 members 
Mstep: Class 25 contains 83093 members 
Mstep: Class 26 contains 37422 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111849 members 
Mstep: Class 29 contains 1746 members 
Mstep: Class 30 contains 2878 members 
Mstep: Class 31 contains 4471 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 3817 members 
Mstep: Class 34 contains 1294 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 677 members 
Mstep: Class 37 contains 866 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6482 members 
Mstep: Class 40 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758248.000000 Penalty: 89247.812500
Iteration 163Q: 41 clusters Score -1.117582e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 103733 members 
Mstep: Class 3 contains 7415 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 44056 members 
Mstep: Class 6 contains 9897 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7152 members 
Mstep: Class 10 contains 105009 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 109427 members 
Mstep: Class 13 contains 13902 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6523 members 
Mstep: Class 16 contains 8644 members 
Mstep: Class 17 contains 21664 members 
Mstep: Class 18 contains 335 members 
Mstep: Class 19 contains 98324 members 
Mstep: Class 20 contains 20847 members 
Mstep: Class 21 contains 63713 members 
Mstep: Class 22 contains 1449 members 
Mstep: Class 23 contains 4853 members 
Mstep: Class 24 contains 9733 members 
Mstep: Class 25 contains 83106 members 
Mstep: Class 26 contains 37442 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111862 members 
Mstep: Class 29 contains 1746 members 
Mstep: Class 30 contains 2876 members 
Mstep: Class 31 contains 4473 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 3820 members 
Mstep: Class 34 contains 1295 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 677 members 
Mstep: Class 37 contains 866 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6480 members 
Mstep: Class 40 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758144.000000 Penalty: 89247.812500
Iteration 164Q: 41 clusters Score -1.117581e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 103769 members 
Mstep: Class 3 contains 7417 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 44116 members 
Mstep: Class 6 contains 9897 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7155 members 
Mstep: Class 10 contains 105017 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 109437 members 
Mstep: Class 13 contains 13900 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6518 members 
Mstep: Class 16 contains 8639 members 
Mstep: Class 17 contains 21695 members 
Mstep: Class 18 contains 335 members 
Mstep: Class 19 contains 98352 members 
Mstep: Class 20 contains 20723 members 
Mstep: Class 21 contains 63628 members 
Mstep: Class 22 contains 1449 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 9734 members 
Mstep: Class 25 contains 83115 members 
Mstep: Class 26 contains 37458 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111880 members 
Mstep: Class 29 contains 1746 members 
Mstep: Class 30 contains 2876 members 
Mstep: Class 31 contains 4475 members 
Mstep: Class 32 contains 269 members 
Mstep: Class 33 contains 3820 members 
Mstep: Class 34 contains 1295 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 677 members 
Mstep: Class 37 contains 866 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6478 members 
Mstep: Class 40 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758208.000000 Penalty: 89247.812500
Iteration 165Q: 41 clusters Score -1.117582e+08 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 103793 members 
Mstep: Class 3 contains 7418 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 44165 members 
Mstep: Class 6 contains 9897 members 
Mstep: Class 7 contains 5184 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7159 members 
Mstep: Class 10 contains 105060 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 109402 members 
Mstep: Class 13 contains 13901 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6517 members 
Mstep: Class 16 contains 8641 members 
Mstep: Class 17 contains 21723 members 
Mstep: Class 18 contains 335 members 
Mstep: Class 19 contains 98396 members 
Mstep: Class 20 contains 20612 members 
Mstep: Class 21 contains 63538 members 
Mstep: Class 22 contains 1449 members 
Mstep: Class 23 contains 4857 members 
Mstep: Class 24 contains 9734 members 
Mstep: Class 25 contains 83116 members 
Mstep: Class 26 contains 37485 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111899 members 
Mstep: Class 29 contains 1746 members 
Mstep: Class 30 contains 2876 members 
Mstep: Class 31 contains 4472 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 3822 members 
Mstep: Class 34 contains 1294 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 677 members 
Mstep: Class 37 contains 866 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6478 members 
Mstep: Class 40 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758088.000000 Penalty: 89247.812500
Iteration 166Q: 41 clusters Score -1.117581e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 103791 members 
Mstep: Class 3 contains 7417 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 44211 members 
Mstep: Class 6 contains 9897 members 
Mstep: Class 7 contains 5186 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7164 members 
Mstep: Class 10 contains 105087 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 109410 members 
Mstep: Class 13 contains 13905 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6516 members 
Mstep: Class 16 contains 8639 members 
Mstep: Class 17 contains 21752 members 
Mstep: Class 18 contains 335 members 
Mstep: Class 19 contains 98437 members 
Mstep: Class 20 contains 20489 members 
Mstep: Class 21 contains 63469 members 
Mstep: Class 22 contains 1449 members 
Mstep: Class 23 contains 4860 members 
Mstep: Class 24 contains 9734 members 
Mstep: Class 25 contains 83122 members 
Mstep: Class 26 contains 37499 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111917 members 
Mstep: Class 29 contains 1746 members 
Mstep: Class 30 contains 2877 members 
Mstep: Class 31 contains 4475 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 3821 members 
Mstep: Class 34 contains 1295 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 677 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6477 members 
Mstep: Class 40 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758144.000000 Penalty: 89247.812500
Iteration 167Q: 41 clusters Score -1.117581e+08 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 103781 members 
Mstep: Class 3 contains 7416 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 44268 members 
Mstep: Class 6 contains 9899 members 
Mstep: Class 7 contains 5187 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7171 members 
Mstep: Class 10 contains 105125 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 109405 members 
Mstep: Class 13 contains 13906 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6515 members 
Mstep: Class 16 contains 8642 members 
Mstep: Class 17 contains 21783 members 
Mstep: Class 18 contains 335 members 
Mstep: Class 19 contains 98463 members 
Mstep: Class 20 contains 20377 members 
Mstep: Class 21 contains 63368 members 
Mstep: Class 22 contains 1449 members 
Mstep: Class 23 contains 4865 members 
Mstep: Class 24 contains 9734 members 
Mstep: Class 25 contains 83139 members 
Mstep: Class 26 contains 37518 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111941 members 
Mstep: Class 29 contains 1747 members 
Mstep: Class 30 contains 2876 members 
Mstep: Class 31 contains 4475 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 3823 members 
Mstep: Class 34 contains 1298 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 677 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6473 members 
Mstep: Class 40 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758112.000000 Penalty: 89247.812500
Iteration 168Q: 41 clusters Score -1.117581e+08 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 103779 members 
Mstep: Class 3 contains 7413 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 44333 members 
Mstep: Class 6 contains 9897 members 
Mstep: Class 7 contains 5191 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7178 members 
Mstep: Class 10 contains 105132 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 109428 members 
Mstep: Class 13 contains 13907 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6517 members 
Mstep: Class 16 contains 8640 members 
Mstep: Class 17 contains 21812 members 
Mstep: Class 18 contains 335 members 
Mstep: Class 19 contains 98493 members 
Mstep: Class 20 contains 20263 members 
Mstep: Class 21 contains 63274 members 
Mstep: Class 22 contains 1449 members 
Mstep: Class 23 contains 4870 members 
Mstep: Class 24 contains 9734 members 
Mstep: Class 25 contains 83148 members 
Mstep: Class 26 contains 37547 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111954 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2878 members 
Mstep: Class 31 contains 4474 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 3819 members 
Mstep: Class 34 contains 1303 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 677 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6473 members 
Mstep: Class 40 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758152.000000 Penalty: 89247.812500
Iteration 169Q: 41 clusters Score -1.117582e+08 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 103785 members 
Mstep: Class 3 contains 7412 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 44383 members 
Mstep: Class 6 contains 9897 members 
Mstep: Class 7 contains 5194 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7182 members 
Mstep: Class 10 contains 105140 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 109462 members 
Mstep: Class 13 contains 13908 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6517 members 
Mstep: Class 16 contains 8637 members 
Mstep: Class 17 contains 21838 members 
Mstep: Class 18 contains 335 members 
Mstep: Class 19 contains 98506 members 
Mstep: Class 20 contains 20163 members 
Mstep: Class 21 contains 63197 members 
Mstep: Class 22 contains 1449 members 
Mstep: Class 23 contains 4872 members 
Mstep: Class 24 contains 9737 members 
Mstep: Class 25 contains 83145 members 
Mstep: Class 26 contains 37563 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111979 members 
Mstep: Class 29 contains 1747 members 
Mstep: Class 30 contains 2877 members 
Mstep: Class 31 contains 4472 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 3817 members 
Mstep: Class 34 contains 1309 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 677 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6469 members 
Mstep: Class 40 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758056.000000 Penalty: 89247.812500
Iteration 170Q: 41 clusters Score -1.117581e+08 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 103786 members 
Mstep: Class 3 contains 7412 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 44447 members 
Mstep: Class 6 contains 9896 members 
Mstep: Class 7 contains 5194 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7183 members 
Mstep: Class 10 contains 105150 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 109487 members 
Mstep: Class 13 contains 13909 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6518 members 
Mstep: Class 16 contains 8637 members 
Mstep: Class 17 contains 21873 members 
Mstep: Class 18 contains 335 members 
Mstep: Class 19 contains 98516 members 
Mstep: Class 20 contains 20043 members 
Mstep: Class 21 contains 63153 members 
Mstep: Class 22 contains 1449 members 
Mstep: Class 23 contains 4872 members 
Mstep: Class 24 contains 9735 members 
Mstep: Class 25 contains 83142 members 
Mstep: Class 26 contains 37583 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111992 members 
Mstep: Class 29 contains 1747 members 
Mstep: Class 30 contains 2877 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 3817 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 676 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6465 members 
Mstep: Class 40 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757992.000000 Penalty: 89247.812500
Iteration 171Q: 41 clusters Score -1.11758e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 103766 members 
Mstep: Class 3 contains 7410 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 44507 members 
Mstep: Class 6 contains 9895 members 
Mstep: Class 7 contains 5194 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7183 members 
Mstep: Class 10 contains 105151 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 109529 members 
Mstep: Class 13 contains 13910 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6517 members 
Mstep: Class 16 contains 8639 members 
Mstep: Class 17 contains 21906 members 
Mstep: Class 18 contains 335 members 
Mstep: Class 19 contains 98521 members 
Mstep: Class 20 contains 19925 members 
Mstep: Class 21 contains 63096 members 
Mstep: Class 22 contains 1449 members 
Mstep: Class 23 contains 4872 members 
Mstep: Class 24 contains 9733 members 
Mstep: Class 25 contains 83166 members 
Mstep: Class 26 contains 37591 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112018 members 
Mstep: Class 29 contains 1747 members 
Mstep: Class 30 contains 2877 members 
Mstep: Class 31 contains 4472 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 3819 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 676 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6462 members 
Mstep: Class 40 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757664.000000 Penalty: 89247.812500
Iteration 172Q: 41 clusters Score -1.117577e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 103777 members 
Mstep: Class 3 contains 7408 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 44553 members 
Mstep: Class 6 contains 9895 members 
Mstep: Class 7 contains 5196 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7184 members 
Mstep: Class 10 contains 105170 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 109555 members 
Mstep: Class 13 contains 13910 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6517 members 
Mstep: Class 16 contains 8634 members 
Mstep: Class 17 contains 21926 members 
Mstep: Class 18 contains 335 members 
Mstep: Class 19 contains 98537 members 
Mstep: Class 20 contains 19823 members 
Mstep: Class 21 contains 63026 members 
Mstep: Class 22 contains 1449 members 
Mstep: Class 23 contains 4872 members 
Mstep: Class 24 contains 9732 members 
Mstep: Class 25 contains 83194 members 
Mstep: Class 26 contains 37608 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112030 members 
Mstep: Class 29 contains 1747 members 
Mstep: Class 30 contains 2876 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 3815 members 
Mstep: Class 34 contains 1313 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 676 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6457 members 
Mstep: Class 40 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757344.000000 Penalty: 89247.812500
Iteration 173Q: 41 clusters Score -1.117573e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 103783 members 
Mstep: Class 3 contains 7410 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 44605 members 
Mstep: Class 6 contains 9893 members 
Mstep: Class 7 contains 5197 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7187 members 
Mstep: Class 10 contains 105166 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 109558 members 
Mstep: Class 13 contains 13910 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6518 members 
Mstep: Class 16 contains 8632 members 
Mstep: Class 17 contains 21952 members 
Mstep: Class 18 contains 335 members 
Mstep: Class 19 contains 98558 members 
Mstep: Class 20 contains 19719 members 
Mstep: Class 21 contains 62977 members 
Mstep: Class 22 contains 1449 members 
Mstep: Class 23 contains 4874 members 
Mstep: Class 24 contains 9729 members 
Mstep: Class 25 contains 83200 members 
Mstep: Class 26 contains 37626 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112062 members 
Mstep: Class 29 contains 1747 members 
Mstep: Class 30 contains 2877 members 
Mstep: Class 31 contains 4468 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 3814 members 
Mstep: Class 34 contains 1314 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 676 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6456 members 
Mstep: Class 40 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757456.000000 Penalty: 89247.812500
Iteration 174Q: 41 clusters Score -1.117575e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 103789 members 
Mstep: Class 3 contains 7412 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 44642 members 
Mstep: Class 6 contains 9893 members 
Mstep: Class 7 contains 5197 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7188 members 
Mstep: Class 10 contains 105143 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 109555 members 
Mstep: Class 13 contains 13911 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6518 members 
Mstep: Class 16 contains 8631 members 
Mstep: Class 17 contains 21990 members 
Mstep: Class 18 contains 335 members 
Mstep: Class 19 contains 98591 members 
Mstep: Class 20 contains 19617 members 
Mstep: Class 21 contains 62943 members 
Mstep: Class 22 contains 1449 members 
Mstep: Class 23 contains 4874 members 
Mstep: Class 24 contains 9727 members 
Mstep: Class 25 contains 83211 members 
Mstep: Class 26 contains 37645 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112088 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 2878 members 
Mstep: Class 31 contains 4469 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 3807 members 
Mstep: Class 34 contains 1315 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 677 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6453 members 
Mstep: Class 40 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757128.000000 Penalty: 89247.812500
Iteration 175Q: 41 clusters Score -1.117571e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 103781 members 
Mstep: Class 3 contains 7410 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 44696 members 
Mstep: Class 6 contains 9893 members 
Mstep: Class 7 contains 5197 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7189 members 
Mstep: Class 10 contains 105169 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 109540 members 
Mstep: Class 13 contains 13910 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6518 members 
Mstep: Class 16 contains 8631 members 
Mstep: Class 17 contains 22007 members 
Mstep: Class 18 contains 335 members 
Mstep: Class 19 contains 98624 members 
Mstep: Class 20 contains 19523 members 
Mstep: Class 21 contains 62889 members 
Mstep: Class 22 contains 1449 members 
Mstep: Class 23 contains 4873 members 
Mstep: Class 24 contains 9727 members 
Mstep: Class 25 contains 83222 members 
Mstep: Class 26 contains 37664 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112105 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 2878 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 3805 members 
Mstep: Class 34 contains 1315 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 677 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6451 members 
Mstep: Class 40 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756992.000000 Penalty: 89247.812500
Iteration 176Q: 41 clusters Score -1.11757e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 103780 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 44750 members 
Mstep: Class 6 contains 9892 members 
Mstep: Class 7 contains 5200 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7190 members 
Mstep: Class 10 contains 105212 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 109517 members 
Mstep: Class 13 contains 13907 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6520 members 
Mstep: Class 16 contains 8625 members 
Mstep: Class 17 contains 22031 members 
Mstep: Class 18 contains 335 members 
Mstep: Class 19 contains 98648 members 
Mstep: Class 20 contains 19434 members 
Mstep: Class 21 contains 62810 members 
Mstep: Class 22 contains 1449 members 
Mstep: Class 23 contains 4874 members 
Mstep: Class 24 contains 9729 members 
Mstep: Class 25 contains 83245 members 
Mstep: Class 26 contains 37676 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112127 members 
Mstep: Class 29 contains 1751 members 
Mstep: Class 30 contains 2879 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 3805 members 
Mstep: Class 34 contains 1315 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 677 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6449 members 
Mstep: Class 40 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757088.000000 Penalty: 89247.812500
Iteration 177Q: 41 clusters Score -1.117571e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 103787 members 
Mstep: Class 3 contains 7408 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 44812 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 5201 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7192 members 
Mstep: Class 10 contains 105222 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 109504 members 
Mstep: Class 13 contains 13909 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6523 members 
Mstep: Class 16 contains 8624 members 
Mstep: Class 17 contains 22049 members 
Mstep: Class 18 contains 335 members 
Mstep: Class 19 contains 98648 members 
Mstep: Class 20 contains 19318 members 
Mstep: Class 21 contains 62788 members 
Mstep: Class 22 contains 1449 members 
Mstep: Class 23 contains 4871 members 
Mstep: Class 24 contains 9728 members 
Mstep: Class 25 contains 83266 members 
Mstep: Class 26 contains 37689 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112146 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2880 members 
Mstep: Class 31 contains 4469 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 3806 members 
Mstep: Class 34 contains 1315 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 677 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6450 members 
Mstep: Class 40 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756936.000000 Penalty: 89247.812500
Iteration 178Q: 41 clusters Score -1.117569e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 103802 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 44871 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 5201 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7195 members 
Mstep: Class 10 contains 105265 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 109494 members 
Mstep: Class 13 contains 13909 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6522 members 
Mstep: Class 16 contains 8623 members 
Mstep: Class 17 contains 22058 members 
Mstep: Class 18 contains 335 members 
Mstep: Class 19 contains 98657 members 
Mstep: Class 20 contains 19218 members 
Mstep: Class 21 contains 62705 members 
Mstep: Class 22 contains 1448 members 
Mstep: Class 23 contains 4872 members 
Mstep: Class 24 contains 9725 members 
Mstep: Class 25 contains 83289 members 
Mstep: Class 26 contains 37700 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112179 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2880 members 
Mstep: Class 31 contains 4466 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 3809 members 
Mstep: Class 34 contains 1315 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 677 members 
Mstep: Class 37 contains 866 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6450 members 
Mstep: Class 40 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756880.000000 Penalty: 89247.812500
Iteration 179Q: 41 clusters Score -1.117569e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 103817 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 44937 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 5201 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7197 members 
Mstep: Class 10 contains 105310 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 109495 members 
Mstep: Class 13 contains 13911 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6522 members 
Mstep: Class 16 contains 8620 members 
Mstep: Class 17 contains 22066 members 
Mstep: Class 18 contains 335 members 
Mstep: Class 19 contains 98660 members 
Mstep: Class 20 contains 19140 members 
Mstep: Class 21 contains 62596 members 
Mstep: Class 22 contains 1448 members 
Mstep: Class 23 contains 4875 members 
Mstep: Class 24 contains 9726 members 
Mstep: Class 25 contains 83292 members 
Mstep: Class 26 contains 37713 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112214 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2880 members 
Mstep: Class 31 contains 4465 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 3810 members 
Mstep: Class 34 contains 1315 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 677 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6451 members 
Mstep: Class 40 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756752.000000 Penalty: 89247.812500
Iteration 180F: 41 clusters Score -1.117568e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 103819 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 44997 members 
Mstep: Class 6 contains 9889 members 
Mstep: Class 7 contains 5201 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7196 members 
Mstep: Class 10 contains 105351 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 109480 members 
Mstep: Class 13 contains 13911 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6522 members 
Mstep: Class 16 contains 8615 members 
Mstep: Class 17 contains 22067 members 
Mstep: Class 18 contains 344 members 
Mstep: Class 19 contains 98678 members 
Mstep: Class 20 contains 19051 members 
Mstep: Class 21 contains 62524 members 
Mstep: Class 22 contains 1448 members 
Mstep: Class 23 contains 4873 members 
Mstep: Class 24 contains 9725 members 
Mstep: Class 25 contains 83311 members 
Mstep: Class 26 contains 37729 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112243 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2880 members 
Mstep: Class 31 contains 4463 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 3814 members 
Mstep: Class 34 contains 1315 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 677 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6453 members 
Mstep: Class 40 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756984.000000 Penalty: 89247.812500
Iteration 181Q: 41 clusters Score -1.11757e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 103830 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 45052 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 5202 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7195 members 
Mstep: Class 10 contains 105430 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 109402 members 
Mstep: Class 13 contains 13911 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 6522 members 
Mstep: Class 16 contains 8614 members 
Mstep: Class 17 contains 22069 members 
Mstep: Class 18 contains 347 members 
Mstep: Class 19 contains 98682 members 
Mstep: Class 20 contains 18969 members 
Mstep: Class 21 contains 62447 members 
Mstep: Class 22 contains 1448 members 
Mstep: Class 23 contains 4875 members 
Mstep: Class 24 contains 9724 members 
Mstep: Class 25 contains 83352 members 
Mstep: Class 26 contains 37754 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112263 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2879 members 
Mstep: Class 31 contains 4464 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 3817 members 
Mstep: Class 34 contains 1315 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 678 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6452 members 
Mstep: Class 40 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757184.000000 Penalty: 89247.812500
Iteration 182Q: 41 clusters Score -1.117572e+08 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 103853 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 45112 members 
Mstep: Class 6 contains 9889 members 
Mstep: Class 7 contains 5203 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7196 members 
Mstep: Class 10 contains 105486 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 109361 members 
Mstep: Class 13 contains 13910 members 
Mstep: Class 14 contains 429 members 
Mstep: Class 15 contains 6522 members 
Mstep: Class 16 contains 8613 members 
Mstep: Class 17 contains 22067 members 
Mstep: Class 18 contains 343 members 
Mstep: Class 19 contains 98686 members 
Mstep: Class 20 contains 18900 members 
Mstep: Class 21 contains 62342 members 
Mstep: Class 22 contains 1448 members 
Mstep: Class 23 contains 4874 members 
Mstep: Class 24 contains 9723 members 
Mstep: Class 25 contains 83379 members 
Mstep: Class 26 contains 37773 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112294 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2879 members 
Mstep: Class 31 contains 4463 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 3822 members 
Mstep: Class 34 contains 1315 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 680 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6453 members 
Mstep: Class 40 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757144.000000 Penalty: 89247.812500
Iteration 183Q: 41 clusters Score -1.117571e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 103869 members 
Mstep: Class 3 contains 7410 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 45173 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 5203 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7196 members 
Mstep: Class 10 contains 105528 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 109331 members 
Mstep: Class 13 contains 13914 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 6522 members 
Mstep: Class 16 contains 8607 members 
Mstep: Class 17 contains 22071 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 98697 members 
Mstep: Class 20 contains 18841 members 
Mstep: Class 21 contains 62237 members 
Mstep: Class 22 contains 1449 members 
Mstep: Class 23 contains 4877 members 
Mstep: Class 24 contains 9726 members 
Mstep: Class 25 contains 83391 members 
Mstep: Class 26 contains 37793 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112317 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2880 members 
Mstep: Class 31 contains 4462 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 1316 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 680 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6456 members 
Mstep: Class 40 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756976.000000 Penalty: 89247.812500
Iteration 184Q: 41 clusters Score -1.11757e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 103875 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 45236 members 
Mstep: Class 6 contains 9889 members 
Mstep: Class 7 contains 5204 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7198 members 
Mstep: Class 10 contains 105561 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 109297 members 
Mstep: Class 13 contains 13917 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6522 members 
Mstep: Class 16 contains 8607 members 
Mstep: Class 17 contains 22080 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 98730 members 
Mstep: Class 20 contains 18776 members 
Mstep: Class 21 contains 62145 members 
Mstep: Class 22 contains 1449 members 
Mstep: Class 23 contains 4878 members 
Mstep: Class 24 contains 9726 members 
Mstep: Class 25 contains 83396 members 
Mstep: Class 26 contains 37809 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112345 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2878 members 
Mstep: Class 31 contains 4463 members 
Mstep: Class 32 contains 267 members 
Mstep: Class 33 contains 3825 members 
Mstep: Class 34 contains 1317 members 
Mstep: Class 35 contains 268 members 
Mstep: Class 36 contains 681 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6456 members 
Mstep: Class 40 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757040.000000 Penalty: 89247.812500
Iteration 185Q: 41 clusters Score -1.11757e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 103904 members 
Mstep: Class 3 contains 7408 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 45288 members 
Mstep: Class 6 contains 9889 members 
Mstep: Class 7 contains 5204 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7198 members 
Mstep: Class 10 contains 105603 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 109249 members 
Mstep: Class 13 contains 13919 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6522 members 
Mstep: Class 16 contains 8606 members 
Mstep: Class 17 contains 22086 members 
Mstep: Class 18 contains 340 members 
Mstep: Class 19 contains 98762 members 
Mstep: Class 20 contains 18703 members 
Mstep: Class 21 contains 62050 members 
Mstep: Class 22 contains 1451 members 
Mstep: Class 23 contains 4876 members 
Mstep: Class 24 contains 9726 members 
Mstep: Class 25 contains 83417 members 
Mstep: Class 26 contains 37826 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112362 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2879 members 
Mstep: Class 31 contains 4463 members 
Mstep: Class 32 contains 267 members 
Mstep: Class 33 contains 3831 members 
Mstep: Class 34 contains 1317 members 
Mstep: Class 35 contains 268 members 
Mstep: Class 36 contains 681 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 6456 members 
Mstep: Class 40 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756848.000000 Penalty: 89247.812500
Iteration 186Q: 41 clusters Score -1.117568e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 103919 members 
Mstep: Class 3 contains 7406 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 45345 members 
Mstep: Class 6 contains 9889 members 
Mstep: Class 7 contains 5204 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7195 members 
Mstep: Class 10 contains 105610 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 109238 members 
Mstep: Class 13 contains 13922 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6522 members 
Mstep: Class 16 contains 8606 members 
Mstep: Class 17 contains 22097 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 98810 members 
Mstep: Class 20 contains 18630 members 
Mstep: Class 21 contains 61961 members 
Mstep: Class 22 contains 1452 members 
Mstep: Class 23 contains 4878 members 
Mstep: Class 24 contains 9725 members 
Mstep: Class 25 contains 83438 members 
Mstep: Class 26 contains 37838 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112368 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2880 members 
Mstep: Class 31 contains 4463 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 3833 members 
Mstep: Class 34 contains 1316 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 682 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 720 members 
Mstep: Class 39 contains 6456 members 
Mstep: Class 40 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756792.000000 Penalty: 89247.812500
Iteration 187Q: 41 clusters Score -1.117568e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 103923 members 
Mstep: Class 3 contains 7405 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 45412 members 
Mstep: Class 6 contains 9888 members 
Mstep: Class 7 contains 5204 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7196 members 
Mstep: Class 10 contains 105672 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 109204 members 
Mstep: Class 13 contains 13923 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6520 members 
Mstep: Class 16 contains 8603 members 
Mstep: Class 17 contains 22108 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 98839 members 
Mstep: Class 20 contains 18546 members 
Mstep: Class 21 contains 61870 members 
Mstep: Class 22 contains 1453 members 
Mstep: Class 23 contains 4883 members 
Mstep: Class 24 contains 9726 members 
Mstep: Class 25 contains 83461 members 
Mstep: Class 26 contains 37851 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112372 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2879 members 
Mstep: Class 31 contains 4464 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 3834 members 
Mstep: Class 34 contains 1316 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 679 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 6455 members 
Mstep: Class 40 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756448.000000 Penalty: 89247.812500
Iteration 188Q: 41 clusters Score -1.117564e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 103931 members 
Mstep: Class 3 contains 7408 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 45491 members 
Mstep: Class 6 contains 9887 members 
Mstep: Class 7 contains 5205 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7198 members 
Mstep: Class 10 contains 105687 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 109163 members 
Mstep: Class 13 contains 13921 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6520 members 
Mstep: Class 16 contains 8602 members 
Mstep: Class 17 contains 22132 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 98863 members 
Mstep: Class 20 contains 18459 members 
Mstep: Class 21 contains 61787 members 
Mstep: Class 22 contains 1453 members 
Mstep: Class 23 contains 4885 members 
Mstep: Class 24 contains 9728 members 
Mstep: Class 25 contains 83494 members 
Mstep: Class 26 contains 37861 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112381 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2879 members 
Mstep: Class 31 contains 4465 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 3843 members 
Mstep: Class 34 contains 1316 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 677 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 6452 members 
Mstep: Class 40 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756680.000000 Penalty: 89247.812500
Iteration 189Q: 41 clusters Score -1.117567e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 103952 members 
Mstep: Class 3 contains 7408 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 45564 members 
Mstep: Class 6 contains 9884 members 
Mstep: Class 7 contains 5206 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7202 members 
Mstep: Class 10 contains 105681 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 109164 members 
Mstep: Class 13 contains 13925 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6519 members 
Mstep: Class 16 contains 8601 members 
Mstep: Class 17 contains 22152 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 98874 members 
Mstep: Class 20 contains 18373 members 
Mstep: Class 21 contains 61697 members 
Mstep: Class 22 contains 1453 members 
Mstep: Class 23 contains 4887 members 
Mstep: Class 24 contains 9728 members 
Mstep: Class 25 contains 83521 members 
Mstep: Class 26 contains 37874 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112394 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2877 members 
Mstep: Class 31 contains 4464 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 3848 members 
Mstep: Class 34 contains 1316 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 677 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 6451 members 
Mstep: Class 40 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756728.000000 Penalty: 89247.812500
Iteration 190Q: 41 clusters Score -1.117567e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 103966 members 
Mstep: Class 3 contains 7410 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 45634 members 
Mstep: Class 6 contains 9883 members 
Mstep: Class 7 contains 5206 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7199 members 
Mstep: Class 10 contains 105659 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 109182 members 
Mstep: Class 13 contains 13926 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6519 members 
Mstep: Class 16 contains 8599 members 
Mstep: Class 17 contains 22170 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 98905 members 
Mstep: Class 20 contains 18297 members 
Mstep: Class 21 contains 61611 members 
Mstep: Class 22 contains 1453 members 
Mstep: Class 23 contains 4889 members 
Mstep: Class 24 contains 9728 members 
Mstep: Class 25 contains 83531 members 
Mstep: Class 26 contains 37888 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112407 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2878 members 
Mstep: Class 31 contains 4464 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 3853 members 
Mstep: Class 34 contains 1316 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 677 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 6450 members 
Mstep: Class 40 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756856.000000 Penalty: 89247.812500
Iteration 191Q: 41 clusters Score -1.117569e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 103962 members 
Mstep: Class 3 contains 7411 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 45712 members 
Mstep: Class 6 contains 9883 members 
Mstep: Class 7 contains 5206 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7204 members 
Mstep: Class 10 contains 105649 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 109199 members 
Mstep: Class 13 contains 13927 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6520 members 
Mstep: Class 16 contains 8598 members 
Mstep: Class 17 contains 22188 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 98923 members 
Mstep: Class 20 contains 18221 members 
Mstep: Class 21 contains 61526 members 
Mstep: Class 22 contains 1453 members 
Mstep: Class 23 contains 4889 members 
Mstep: Class 24 contains 9729 members 
Mstep: Class 25 contains 83541 members 
Mstep: Class 26 contains 37903 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112416 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2880 members 
Mstep: Class 31 contains 4464 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 3862 members 
Mstep: Class 34 contains 1316 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 677 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 6450 members 
Mstep: Class 40 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756952.000000 Penalty: 89247.812500
Iteration 192Q: 41 clusters Score -1.11757e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 103972 members 
Mstep: Class 3 contains 7411 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 45768 members 
Mstep: Class 6 contains 9883 members 
Mstep: Class 7 contains 5208 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7209 members 
Mstep: Class 10 contains 105654 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 109188 members 
Mstep: Class 13 contains 13926 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6520 members 
Mstep: Class 16 contains 8601 members 
Mstep: Class 17 contains 22205 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 98933 members 
Mstep: Class 20 contains 18139 members 
Mstep: Class 21 contains 61481 members 
Mstep: Class 22 contains 1453 members 
Mstep: Class 23 contains 4891 members 
Mstep: Class 24 contains 9727 members 
Mstep: Class 25 contains 83556 members 
Mstep: Class 26 contains 37914 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112420 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2881 members 
Mstep: Class 31 contains 4464 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 3868 members 
Mstep: Class 34 contains 1316 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 678 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 6451 members 
Mstep: Class 40 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757016.000000 Penalty: 89247.812500
Iteration 193Q: 41 clusters Score -1.11757e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 103978 members 
Mstep: Class 3 contains 7413 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 45830 members 
Mstep: Class 6 contains 9882 members 
Mstep: Class 7 contains 5209 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7211 members 
Mstep: Class 10 contains 105668 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 109126 members 
Mstep: Class 13 contains 13922 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6520 members 
Mstep: Class 16 contains 8605 members 
Mstep: Class 17 contains 22234 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 98936 members 
Mstep: Class 20 contains 18040 members 
Mstep: Class 21 contains 61456 members 
Mstep: Class 22 contains 1453 members 
Mstep: Class 23 contains 4895 members 
Mstep: Class 24 contains 9725 members 
Mstep: Class 25 contains 83574 members 
Mstep: Class 26 contains 37926 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112450 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2881 members 
Mstep: Class 31 contains 4465 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 3872 members 
Mstep: Class 34 contains 1316 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 678 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 6453 members 
Mstep: Class 40 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757136.000000 Penalty: 89247.812500
Iteration 194Q: 41 clusters Score -1.117571e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 103987 members 
Mstep: Class 3 contains 7413 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 45890 members 
Mstep: Class 6 contains 9881 members 
Mstep: Class 7 contains 5209 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7213 members 
Mstep: Class 10 contains 105653 members 
Mstep: Class 11 contains 9462 members 
Mstep: Class 12 contains 109088 members 
Mstep: Class 13 contains 13922 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6519 members 
Mstep: Class 16 contains 8607 members 
Mstep: Class 17 contains 22260 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 98948 members 
Mstep: Class 20 contains 17937 members 
Mstep: Class 21 contains 61437 members 
Mstep: Class 22 contains 1453 members 
Mstep: Class 23 contains 4896 members 
Mstep: Class 24 contains 9724 members 
Mstep: Class 25 contains 83595 members 
Mstep: Class 26 contains 37938 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112479 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2881 members 
Mstep: Class 31 contains 4465 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 3878 members 
Mstep: Class 34 contains 1316 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 678 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 6452 members 
Mstep: Class 40 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757152.000000 Penalty: 89247.812500
Iteration 195Q: 41 clusters Score -1.117572e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 103998 members 
Mstep: Class 3 contains 7410 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 45937 members 
Mstep: Class 6 contains 9879 members 
Mstep: Class 7 contains 5211 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7213 members 
Mstep: Class 10 contains 105641 members 
Mstep: Class 11 contains 9462 members 
Mstep: Class 12 contains 109097 members 
Mstep: Class 13 contains 13926 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6517 members 
Mstep: Class 16 contains 8605 members 
Mstep: Class 17 contains 22286 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 98971 members 
Mstep: Class 20 contains 17836 members 
Mstep: Class 21 contains 61391 members 
Mstep: Class 22 contains 1453 members 
Mstep: Class 23 contains 4896 members 
Mstep: Class 24 contains 9724 members 
Mstep: Class 25 contains 83605 members 
Mstep: Class 26 contains 37956 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112499 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2881 members 
Mstep: Class 31 contains 4466 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 3880 members 
Mstep: Class 34 contains 1316 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 678 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 6451 members 
Mstep: Class 40 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757128.000000 Penalty: 89247.812500
Iteration 196Q: 41 clusters Score -1.117571e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 104001 members 
Mstep: Class 3 contains 7408 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 45974 members 
Mstep: Class 6 contains 9878 members 
Mstep: Class 7 contains 5211 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7210 members 
Mstep: Class 10 contains 105667 members 
Mstep: Class 11 contains 9462 members 
Mstep: Class 12 contains 109085 members 
Mstep: Class 13 contains 13929 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6516 members 
Mstep: Class 16 contains 8603 members 
Mstep: Class 17 contains 22310 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 98990 members 
Mstep: Class 20 contains 17733 members 
Mstep: Class 21 contains 61345 members 
Mstep: Class 22 contains 1453 members 
Mstep: Class 23 contains 4894 members 
Mstep: Class 24 contains 9725 members 
Mstep: Class 25 contains 83614 members 
Mstep: Class 26 contains 37978 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112529 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2881 members 
Mstep: Class 31 contains 4467 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1317 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 678 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 6451 members 
Mstep: Class 40 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757208.000000 Penalty: 89247.812500
Iteration 197Q: 41 clusters Score -1.117572e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 103989 members 
Mstep: Class 3 contains 7408 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 46021 members 
Mstep: Class 6 contains 9877 members 
Mstep: Class 7 contains 5211 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7208 members 
Mstep: Class 10 contains 105678 members 
Mstep: Class 11 contains 9462 members 
Mstep: Class 12 contains 109078 members 
Mstep: Class 13 contains 13929 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6515 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 22342 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 99013 members 
Mstep: Class 20 contains 17640 members 
Mstep: Class 21 contains 61294 members 
Mstep: Class 22 contains 1453 members 
Mstep: Class 23 contains 4891 members 
Mstep: Class 24 contains 9728 members 
Mstep: Class 25 contains 83633 members 
Mstep: Class 26 contains 38000 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112556 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2882 members 
Mstep: Class 31 contains 4467 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 3879 members 
Mstep: Class 34 contains 1317 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 678 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 6454 members 
Mstep: Class 40 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757080.000000 Penalty: 89247.812500
Iteration 198Q: 41 clusters Score -1.117571e+08 nChanged 656
Entering ConstructFrom: 
Score: -111757080.000000 Penalty: 89247.812500
Entering ConstructFrom: 
Trying to split cluster 1 (7659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Entering Unmasked Estep 
Score: -954080.187500 Penalty: 1453.340942
	Iteration 0F: 2 clusters Score -954080.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -948375.375000 Penalty: 2906.681885
	Iteration 0F: 3 clusters Score -948375.4 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -950101.625000 Penalty: 2906.681885
	Iteration 1F: 3 clusters Score -950101.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -950297.562500 Penalty: 2906.681885
	Iteration 2F: 3 clusters Score -950297.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -950438.312500 Penalty: 2906.681885
	Iteration 3Q: 3 clusters Score -950438.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -950545.687500 Penalty: 2906.681885
	Iteration 4Q: 3 clusters Score -950545.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -950641.625000 Penalty: 2906.681885
	Iteration 5Q: 3 clusters Score -950641.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -950755.062500 Penalty: 2906.681885
	Iteration 6Q: 3 clusters Score -950755.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -950891.687500 Penalty: 2906.681885
	Iteration 7Q: 3 clusters Score -950891.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -951028.687500 Penalty: 2906.681885
	Iteration 8Q: 3 clusters Score -951028.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -951185.375000 Penalty: 2906.681885
	Iteration 9Q: 3 clusters Score -951185.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -951355.812500 Penalty: 2906.681885
	Iteration 10Q: 3 clusters Score -951355.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -951541.062500 Penalty: 2906.681885
	Iteration 11Q: 3 clusters Score -951541.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -951762.937500 Penalty: 2906.681885
	Iteration 12Q: 3 clusters Score -951762.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -951980.812500 Penalty: 2906.681885
	Iteration 13Q: 3 clusters Score -951980.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -952207.250000 Penalty: 2906.681885
	Iteration 14Q: 3 clusters Score -952207.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -952425.250000 Penalty: 2906.681885
	Iteration 15Q: 3 clusters Score -952425.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -952578.125000 Penalty: 2906.681885
	Iteration 16Q: 3 clusters Score -952578.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -952671.375000 Penalty: 2906.681885
	Iteration 17Q: 3 clusters Score -952671.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -952729.375000 Penalty: 2906.681885
	Iteration 18Q: 3 clusters Score -952729.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -952773.187500 Penalty: 2906.681885
	Iteration 19Q: 3 clusters Score -952773.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -952809.875000 Penalty: 2906.681885
	Iteration 20F: 3 clusters Score -952809.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -952830.375000 Penalty: 2906.681885
	Iteration 21Q: 3 clusters Score -952830.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -952843.625000 Penalty: 2906.681885
	Iteration 22Q: 3 clusters Score -952843.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -952851.687500 Penalty: 2906.681885
	Iteration 23Q: 3 clusters Score -952851.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -952859.937500 Penalty: 2906.681885
	Iteration 24Q: 3 clusters Score -952859.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -952869.875000 Penalty: 2906.681885
	Iteration 25Q: 3 clusters Score -952869.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -952874.437500 Penalty: 2906.681885
	Iteration 26Q: 3 clusters Score -952874.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -952882.500000 Penalty: 2906.681885
	Iteration 27Q: 3 clusters Score -952882.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -952887.437500 Penalty: 2906.681885
	Iteration 28Q: 3 clusters Score -952887.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -952894.312500 Penalty: 2906.681885
	Iteration 29Q: 3 clusters Score -952894.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -952896.937500 Penalty: 2906.681885
	Iteration 30Q: 3 clusters Score -952896.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -952899.625000 Penalty: 2906.681885
	Iteration 31Q: 3 clusters Score -952899.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -952902.875000 Penalty: 2906.681885
	Iteration 32Q: 3 clusters Score -952902.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -952905.000000 Penalty: 2906.681885
	Iteration 33Q: 3 clusters Score -952905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -952906.375000 Penalty: 2906.681885
	Iteration 34Q: 3 clusters Score -952906.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -952909.062500 Penalty: 2906.681885
	Iteration 35Q: 3 clusters Score -952909.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -952914.250000 Penalty: 2906.681885
	Iteration 36Q: 3 clusters Score -952914.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -952915.312500 Penalty: 2906.681885
	Iteration 37Q: 3 clusters Score -952915.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -952915.312500 Penalty: 2906.681885
	Iteration 38F: 3 clusters Score -952915.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (103989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103989 members 
Entering Unmasked Estep 
Score: -13084624.000000 Penalty: 1877.206543
	Iteration 0F: 2 clusters Score -1.308462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51905 members 
Mstep: Class 2 contains 52084 members 
Entering Unmasked Estep 
Score: -13018569.000000 Penalty: 3754.413086
	Iteration 0F: 3 clusters Score -1.301857e+07 nChanged 49807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -13047265.000000 Penalty: 3754.413086
	Iteration 1F: 3 clusters Score -1.304726e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52109 members 
Mstep: Class 2 contains 51880 members 
Entering Unmasked Estep 
Score: -13048216.000000 Penalty: 3754.413086
	Iteration 2Q: 3 clusters Score -1.304822e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52371 members 
Mstep: Class 2 contains 51618 members 
Entering Unmasked Estep 
Score: -13049509.000000 Penalty: 3754.413086
	Iteration 3Q: 3 clusters Score -1.304951e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52694 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -13051557.000000 Penalty: 3754.413086
	Iteration 4Q: 3 clusters Score -1.305156e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53094 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
Score: -13054284.000000 Penalty: 3754.413086
	Iteration 5F: 3 clusters Score -1.305428e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53460 members 
Mstep: Class 2 contains 50529 members 
Entering Unmasked Estep 
Score: -13057893.000000 Penalty: 3754.413086
	Iteration 6F: 3 clusters Score -1.305789e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53972 members 
Mstep: Class 2 contains 50017 members 
Entering Unmasked Estep 
Score: -13062690.000000 Penalty: 3754.413086
	Iteration 7F: 3 clusters Score -1.306269e+07 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54476 members 
Mstep: Class 2 contains 49513 members 
Entering Unmasked Estep 
Score: -13067794.000000 Penalty: 3754.413086
	Iteration 8F: 3 clusters Score -1.306779e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54934 members 
Mstep: Class 2 contains 49055 members 
Entering Unmasked Estep 
Score: -13071380.000000 Penalty: 3754.413086
	Iteration 9F: 3 clusters Score -1.307138e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55350 members 
Mstep: Class 2 contains 48639 members 
Entering Unmasked Estep 
Score: -13072890.000000 Penalty: 3754.413086
	Iteration 10Q: 3 clusters Score -1.307289e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55769 members 
Mstep: Class 2 contains 48220 members 
Entering Unmasked Estep 
Score: -13073351.000000 Penalty: 3754.413086
	Iteration 11Q: 3 clusters Score -1.307335e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56241 members 
Mstep: Class 2 contains 47748 members 
Entering Unmasked Estep 
Score: -13073656.000000 Penalty: 3754.413086
	Iteration 12Q: 3 clusters Score -1.307366e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56745 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
Score: -13073879.000000 Penalty: 3754.413086
	Iteration 13Q: 3 clusters Score -1.307388e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57256 members 
Mstep: Class 2 contains 46733 members 
Entering Unmasked Estep 
Score: -13074072.000000 Penalty: 3754.413086
	Iteration 14Q: 3 clusters Score -1.307407e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57798 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -13074214.000000 Penalty: 3754.413086
	Iteration 15Q: 3 clusters Score -1.307421e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58320 members 
Mstep: Class 2 contains 45669 members 
Entering Unmasked Estep 
Score: -13074412.000000 Penalty: 3754.413086
	Iteration 16Q: 3 clusters Score -1.307441e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58826 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -13074579.000000 Penalty: 3754.413086
	Iteration 17Q: 3 clusters Score -1.307458e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59348 members 
Mstep: Class 2 contains 44641 members 
Entering Unmasked Estep 
Score: -13074669.000000 Penalty: 3754.413086
	Iteration 18Q: 3 clusters Score -1.307467e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59871 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -13074854.000000 Penalty: 3754.413086
	Iteration 19Q: 3 clusters Score -1.307485e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60400 members 
Mstep: Class 2 contains 43589 members 
Entering Unmasked Estep 
Score: -13074959.000000 Penalty: 3754.413086
	Iteration 20F: 3 clusters Score -1.307496e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60970 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -13075117.000000 Penalty: 3754.413086
	Iteration 21Q: 3 clusters Score -1.307512e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61568 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -13075320.000000 Penalty: 3754.413086
	Iteration 22Q: 3 clusters Score -1.307532e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62169 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -13075473.000000 Penalty: 3754.413086
	Iteration 23Q: 3 clusters Score -1.307547e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62799 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -13075650.000000 Penalty: 3754.413086
	Iteration 24Q: 3 clusters Score -1.307565e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63491 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -13075716.000000 Penalty: 3754.413086
	Iteration 25Q: 3 clusters Score -1.307572e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64202 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -13075935.000000 Penalty: 3754.413086
	Iteration 26Q: 3 clusters Score -1.307594e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64925 members 
Mstep: Class 2 contains 39064 members 
Entering Unmasked Estep 
Score: -13076106.000000 Penalty: 3754.413086
	Iteration 27Q: 3 clusters Score -1.307611e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65687 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -13076228.000000 Penalty: 3754.413086
	Iteration 28Q: 3 clusters Score -1.307623e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66492 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -13076374.000000 Penalty: 3754.413086
	Iteration 29Q: 3 clusters Score -1.307637e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67259 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -13076607.000000 Penalty: 3754.413086
	Iteration 30Q: 3 clusters Score -1.307661e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68079 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -13076791.000000 Penalty: 3754.413086
	Iteration 31Q: 3 clusters Score -1.307679e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68950 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -13077002.000000 Penalty: 3754.413086
	Iteration 32Q: 3 clusters Score -1.3077e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69829 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -13077333.000000 Penalty: 3754.413086
	Iteration 33Q: 3 clusters Score -1.307733e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70697 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -13077762.000000 Penalty: 3754.413086
	Iteration 34Q: 3 clusters Score -1.307776e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71499 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -13078153.000000 Penalty: 3754.413086
	Iteration 35Q: 3 clusters Score -1.307815e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72271 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -13078551.000000 Penalty: 3754.413086
	Iteration 36Q: 3 clusters Score -1.307855e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72996 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -13078964.000000 Penalty: 3754.413086
	Iteration 37Q: 3 clusters Score -1.307896e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73574 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -13079407.000000 Penalty: 3754.413086
	Iteration 38Q: 3 clusters Score -1.307941e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74022 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -13079668.000000 Penalty: 3754.413086
	Iteration 39Q: 3 clusters Score -1.307967e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74380 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -13080189.000000 Penalty: 3754.413086
	Iteration 40F: 3 clusters Score -1.308019e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74856 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -13080712.000000 Penalty: 3754.413086
	Iteration 41Q: 3 clusters Score -1.308071e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75214 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -13081212.000000 Penalty: 3754.413086
	Iteration 42Q: 3 clusters Score -1.308121e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75480 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -13081460.000000 Penalty: 3754.413086
	Iteration 43Q: 3 clusters Score -1.308146e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75661 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -13081795.000000 Penalty: 3754.413086
	Iteration 44Q: 3 clusters Score -1.30818e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75817 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -13082021.000000 Penalty: 3754.413086
	Iteration 45Q: 3 clusters Score -1.308202e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75955 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -13082204.000000 Penalty: 3754.413086
	Iteration 46Q: 3 clusters Score -1.30822e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76073 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -13082413.000000 Penalty: 3754.413086
	Iteration 47Q: 3 clusters Score -1.308241e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76202 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -13082598.000000 Penalty: 3754.413086
	Iteration 48Q: 3 clusters Score -1.30826e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76341 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -13082762.000000 Penalty: 3754.413086
	Iteration 49Q: 3 clusters Score -1.308276e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76487 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -13082903.000000 Penalty: 3754.413086
	Iteration 50Q: 3 clusters Score -1.30829e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76633 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -13083038.000000 Penalty: 3754.413086
	Iteration 51Q: 3 clusters Score -1.308304e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76813 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -13083237.000000 Penalty: 3754.413086
	Iteration 52Q: 3 clusters Score -1.308324e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77014 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -13083295.000000 Penalty: 3754.413086
	Iteration 53Q: 3 clusters Score -1.30833e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77198 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -13083394.000000 Penalty: 3754.413086
	Iteration 54Q: 3 clusters Score -1.308339e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77388 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -13083475.000000 Penalty: 3754.413086
	Iteration 55Q: 3 clusters Score -1.308348e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77600 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -13083583.000000 Penalty: 3754.413086
	Iteration 56Q: 3 clusters Score -1.308358e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77849 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -13083675.000000 Penalty: 3754.413086
	Iteration 57Q: 3 clusters Score -1.308368e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78098 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -13083715.000000 Penalty: 3754.413086
	Iteration 58Q: 3 clusters Score -1.308372e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78346 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -13083836.000000 Penalty: 3754.413086
	Iteration 59Q: 3 clusters Score -1.308384e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78584 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -13083900.000000 Penalty: 3754.413086
	Iteration 60F: 3 clusters Score -1.30839e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78827 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -13084010.000000 Penalty: 3754.413086
	Iteration 61Q: 3 clusters Score -1.308401e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79102 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -13084054.000000 Penalty: 3754.413086
	Iteration 62Q: 3 clusters Score -1.308405e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79405 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -13084118.000000 Penalty: 3754.413086
	Iteration 63Q: 3 clusters Score -1.308412e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79662 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -13084227.000000 Penalty: 3754.413086
	Iteration 64Q: 3 clusters Score -1.308423e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79946 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -13084286.000000 Penalty: 3754.413086
	Iteration 65Q: 3 clusters Score -1.308429e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80204 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -13084341.000000 Penalty: 3754.413086
	Iteration 66Q: 3 clusters Score -1.308434e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80451 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -13084378.000000 Penalty: 3754.413086
	Iteration 67Q: 3 clusters Score -1.308438e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80705 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -13084424.000000 Penalty: 3754.413086
	Iteration 68Q: 3 clusters Score -1.308442e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80957 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -13084521.000000 Penalty: 3754.413086
	Iteration 69Q: 3 clusters Score -1.308452e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81185 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -13084562.000000 Penalty: 3754.413086
	Iteration 70Q: 3 clusters Score -1.308456e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81430 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -13084570.000000 Penalty: 3754.413086
	Iteration 71Q: 3 clusters Score -1.308457e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81681 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -13084574.000000 Penalty: 3754.413086
	Iteration 72Q: 3 clusters Score -1.308457e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81917 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -13084602.000000 Penalty: 3754.413086
	Iteration 73Q: 3 clusters Score -1.30846e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82135 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -13084625.000000 Penalty: 3754.413086
	Iteration 74Q: 3 clusters Score -1.308462e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82354 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -13084628.000000 Penalty: 3754.413086
	Iteration 75Q: 3 clusters Score -1.308463e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82597 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -13084629.000000 Penalty: 3754.413086
	Iteration 76Q: 3 clusters Score -1.308463e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82851 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -13084622.000000 Penalty: 3754.413086
	Iteration 77Q: 3 clusters Score -1.308462e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83088 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -13084691.000000 Penalty: 3754.413086
	Iteration 78Q: 3 clusters Score -1.308469e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83317 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -13084696.000000 Penalty: 3754.413086
	Iteration 79Q: 3 clusters Score -1.30847e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83537 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -13084711.000000 Penalty: 3754.413086
	Iteration 80F: 3 clusters Score -1.308471e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83742 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -13084716.000000 Penalty: 3754.413086
	Iteration 81Q: 3 clusters Score -1.308472e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83944 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -13084753.000000 Penalty: 3754.413086
	Iteration 82Q: 3 clusters Score -1.308475e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84154 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -13084757.000000 Penalty: 3754.413086
	Iteration 83Q: 3 clusters Score -1.308476e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84368 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -13084732.000000 Penalty: 3754.413086
	Iteration 84Q: 3 clusters Score -1.308473e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84598 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -13084781.000000 Penalty: 3754.413086
	Iteration 85Q: 3 clusters Score -1.308478e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84835 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -13084789.000000 Penalty: 3754.413086
	Iteration 86Q: 3 clusters Score -1.308479e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85060 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -13084788.000000 Penalty: 3754.413086
	Iteration 87Q: 3 clusters Score -1.308479e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85298 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -13084765.000000 Penalty: 3754.413086
	Iteration 88Q: 3 clusters Score -1.308476e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85527 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -13084802.000000 Penalty: 3754.413086
	Iteration 89Q: 3 clusters Score -1.30848e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85753 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -13084838.000000 Penalty: 3754.413086
	Iteration 90Q: 3 clusters Score -1.308484e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85971 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -13084866.000000 Penalty: 3754.413086
	Iteration 91Q: 3 clusters Score -1.308487e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86184 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -13084853.000000 Penalty: 3754.413086
	Iteration 92Q: 3 clusters Score -1.308485e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86397 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -13084854.000000 Penalty: 3754.413086
	Iteration 93Q: 3 clusters Score -1.308485e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86612 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -13084850.000000 Penalty: 3754.413086
	Iteration 94Q: 3 clusters Score -1.308485e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86808 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -13084851.000000 Penalty: 3754.413086
	Iteration 95Q: 3 clusters Score -1.308485e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86987 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -13084875.000000 Penalty: 3754.413086
	Iteration 96Q: 3 clusters Score -1.308488e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87177 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -13084930.000000 Penalty: 3754.413086
	Iteration 97Q: 3 clusters Score -1.308493e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87369 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -13084948.000000 Penalty: 3754.413086
	Iteration 98Q: 3 clusters Score -1.308495e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87553 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -13084990.000000 Penalty: 3754.413086
	Iteration 99Q: 3 clusters Score -1.308499e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87722 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -13084998.000000 Penalty: 3754.413086
	Iteration 100F: 3 clusters Score -1.3085e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87870 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -13085002.000000 Penalty: 3754.413086
	Iteration 101Q: 3 clusters Score -1.3085e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88031 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -13084985.000000 Penalty: 3754.413086
	Iteration 102Q: 3 clusters Score -1.308498e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88173 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -13085010.000000 Penalty: 3754.413086
	Iteration 103Q: 3 clusters Score -1.308501e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88328 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -13085009.000000 Penalty: 3754.413086
	Iteration 104Q: 3 clusters Score -1.308501e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88482 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -13085004.000000 Penalty: 3754.413086
	Iteration 105Q: 3 clusters Score -1.3085e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88611 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -13085024.000000 Penalty: 3754.413086
	Iteration 106Q: 3 clusters Score -1.308502e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88734 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -13085024.000000 Penalty: 3754.413086
	Iteration 107Q: 3 clusters Score -1.308502e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88841 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -13085012.000000 Penalty: 3754.413086
	Iteration 108Q: 3 clusters Score -1.308501e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88941 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -13085033.000000 Penalty: 3754.413086
	Iteration 109Q: 3 clusters Score -1.308503e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89037 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -13085021.000000 Penalty: 3754.413086
	Iteration 110Q: 3 clusters Score -1.308502e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89123 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -13084995.000000 Penalty: 3754.413086
	Iteration 111Q: 3 clusters Score -1.3085e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89208 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -13085004.000000 Penalty: 3754.413086
	Iteration 112Q: 3 clusters Score -1.3085e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89281 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -13084974.000000 Penalty: 3754.413086
	Iteration 113Q: 3 clusters Score -1.308497e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89361 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -13084977.000000 Penalty: 3754.413086
	Iteration 114Q: 3 clusters Score -1.308498e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89439 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -13084998.000000 Penalty: 3754.413086
	Iteration 115Q: 3 clusters Score -1.3085e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89526 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -13085005.000000 Penalty: 3754.413086
	Iteration 116Q: 3 clusters Score -1.3085e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89596 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -13084985.000000 Penalty: 3754.413086
	Iteration 117Q: 3 clusters Score -1.308498e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89659 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -13084987.000000 Penalty: 3754.413086
	Iteration 118Q: 3 clusters Score -1.308499e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89725 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -13085021.000000 Penalty: 3754.413086
	Iteration 119Q: 3 clusters Score -1.308502e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89781 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -13085026.000000 Penalty: 3754.413086
	Iteration 120F: 3 clusters Score -1.308503e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89825 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -13085048.000000 Penalty: 3754.413086
	Iteration 121Q: 3 clusters Score -1.308505e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89875 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -13085056.000000 Penalty: 3754.413086
	Iteration 122Q: 3 clusters Score -1.308506e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89931 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -13085059.000000 Penalty: 3754.413086
	Iteration 123Q: 3 clusters Score -1.308506e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89989 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -13085037.000000 Penalty: 3754.413086
	Iteration 124Q: 3 clusters Score -1.308504e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90044 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -13085026.000000 Penalty: 3754.413086
	Iteration 125Q: 3 clusters Score -1.308503e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90094 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -13085021.000000 Penalty: 3754.413086
	Iteration 126Q: 3 clusters Score -1.308502e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90146 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -13085034.000000 Penalty: 3754.413086
	Iteration 127Q: 3 clusters Score -1.308503e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90198 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -13085039.000000 Penalty: 3754.413086
	Iteration 128Q: 3 clusters Score -1.308504e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90242 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -13085048.000000 Penalty: 3754.413086
	Iteration 129Q: 3 clusters Score -1.308505e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90290 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -13085050.000000 Penalty: 3754.413086
	Iteration 130Q: 3 clusters Score -1.308505e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90331 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -13085050.000000 Penalty: 3754.413086
	Iteration 131Q: 3 clusters Score -1.308505e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90368 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -13085031.000000 Penalty: 3754.413086
	Iteration 132Q: 3 clusters Score -1.308503e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90409 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -13085054.000000 Penalty: 3754.413086
	Iteration 133Q: 3 clusters Score -1.308505e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90451 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -13085077.000000 Penalty: 3754.413086
	Iteration 134Q: 3 clusters Score -1.308508e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90497 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -13085068.000000 Penalty: 3754.413086
	Iteration 135Q: 3 clusters Score -1.308507e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90527 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -13085081.000000 Penalty: 3754.413086
	Iteration 136Q: 3 clusters Score -1.308508e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90556 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -13085099.000000 Penalty: 3754.413086
	Iteration 137Q: 3 clusters Score -1.30851e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90593 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -13085109.000000 Penalty: 3754.413086
	Iteration 138Q: 3 clusters Score -1.308511e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90633 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -13085123.000000 Penalty: 3754.413086
	Iteration 139Q: 3 clusters Score -1.308512e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90678 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -13085107.000000 Penalty: 3754.413086
	Iteration 140F: 3 clusters Score -1.308511e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90722 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -13085120.000000 Penalty: 3754.413086
	Iteration 141Q: 3 clusters Score -1.308512e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90772 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -13085116.000000 Penalty: 3754.413086
	Iteration 142Q: 3 clusters Score -1.308512e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90829 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -13085120.000000 Penalty: 3754.413086
	Iteration 143Q: 3 clusters Score -1.308512e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90886 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -13085137.000000 Penalty: 3754.413086
	Iteration 144Q: 3 clusters Score -1.308514e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90933 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -13085147.000000 Penalty: 3754.413086
	Iteration 145Q: 3 clusters Score -1.308515e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90972 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -13085146.000000 Penalty: 3754.413086
	Iteration 146Q: 3 clusters Score -1.308515e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91008 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -13085143.000000 Penalty: 3754.413086
	Iteration 147Q: 3 clusters Score -1.308514e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91039 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -13085144.000000 Penalty: 3754.413086
	Iteration 148Q: 3 clusters Score -1.308514e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91070 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -13085148.000000 Penalty: 3754.413086
	Iteration 149Q: 3 clusters Score -1.308515e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91097 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -13085156.000000 Penalty: 3754.413086
	Iteration 150Q: 3 clusters Score -1.308516e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91132 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -13085141.000000 Penalty: 3754.413086
	Iteration 151Q: 3 clusters Score -1.308514e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91158 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -13085159.000000 Penalty: 3754.413086
	Iteration 152Q: 3 clusters Score -1.308516e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91181 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -13085168.000000 Penalty: 3754.413086
	Iteration 153Q: 3 clusters Score -1.308517e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91218 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -13085161.000000 Penalty: 3754.413086
	Iteration 154Q: 3 clusters Score -1.308516e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91249 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -13085165.000000 Penalty: 3754.413086
	Iteration 155Q: 3 clusters Score -1.308516e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91284 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -13085153.000000 Penalty: 3754.413086
	Iteration 156Q: 3 clusters Score -1.308515e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91320 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -13085166.000000 Penalty: 3754.413086
	Iteration 157Q: 3 clusters Score -1.308517e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91347 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -13085176.000000 Penalty: 3754.413086
	Iteration 158Q: 3 clusters Score -1.308518e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91375 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -13085198.000000 Penalty: 3754.413086
	Iteration 159Q: 3 clusters Score -1.30852e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91408 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -13085217.000000 Penalty: 3754.413086
	Iteration 160F: 3 clusters Score -1.308522e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91441 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -13085228.000000 Penalty: 3754.413086
	Iteration 161Q: 3 clusters Score -1.308523e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91483 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -13085205.000000 Penalty: 3754.413086
	Iteration 162Q: 3 clusters Score -1.30852e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91528 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -13085233.000000 Penalty: 3754.413086
	Iteration 163Q: 3 clusters Score -1.308523e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91572 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -13085232.000000 Penalty: 3754.413086
	Iteration 164Q: 3 clusters Score -1.308523e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91618 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -13085223.000000 Penalty: 3754.413086
	Iteration 165Q: 3 clusters Score -1.308522e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91656 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -13085235.000000 Penalty: 3754.413086
	Iteration 166Q: 3 clusters Score -1.308524e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91694 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -13085242.000000 Penalty: 3754.413086
	Iteration 167Q: 3 clusters Score -1.308524e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91736 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -13085247.000000 Penalty: 3754.413086
	Iteration 168Q: 3 clusters Score -1.308525e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91780 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -13085238.000000 Penalty: 3754.413086
	Iteration 169Q: 3 clusters Score -1.308524e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91812 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -13085235.000000 Penalty: 3754.413086
	Iteration 170Q: 3 clusters Score -1.308524e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91861 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -13085251.000000 Penalty: 3754.413086
	Iteration 171Q: 3 clusters Score -1.308525e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91919 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -13085266.000000 Penalty: 3754.413086
	Iteration 172Q: 3 clusters Score -1.308527e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91969 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -13085253.000000 Penalty: 3754.413086
	Iteration 173Q: 3 clusters Score -1.308525e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92020 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -13085258.000000 Penalty: 3754.413086
	Iteration 174Q: 3 clusters Score -1.308526e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92076 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -13085277.000000 Penalty: 3754.413086
	Iteration 175Q: 3 clusters Score -1.308528e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92136 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -13085306.000000 Penalty: 3754.413086
	Iteration 176Q: 3 clusters Score -1.308531e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92206 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -13085311.000000 Penalty: 3754.413086
	Iteration 177Q: 3 clusters Score -1.308531e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92274 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -13085323.000000 Penalty: 3754.413086
	Iteration 178Q: 3 clusters Score -1.308532e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92320 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -13085294.000000 Penalty: 3754.413086
	Iteration 179Q: 3 clusters Score -1.308529e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92361 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -13085292.000000 Penalty: 3754.413086
	Iteration 180F: 3 clusters Score -1.308529e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92392 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -13085313.000000 Penalty: 3754.413086
	Iteration 181Q: 3 clusters Score -1.308531e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92430 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -13085321.000000 Penalty: 3754.413086
	Iteration 182Q: 3 clusters Score -1.308532e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92471 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -13085312.000000 Penalty: 3754.413086
	Iteration 183Q: 3 clusters Score -1.308531e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92516 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -13085328.000000 Penalty: 3754.413086
	Iteration 184Q: 3 clusters Score -1.308533e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92555 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -13085352.000000 Penalty: 3754.413086
	Iteration 185Q: 3 clusters Score -1.308535e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92587 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -13085354.000000 Penalty: 3754.413086
	Iteration 186Q: 3 clusters Score -1.308535e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92617 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -13085343.000000 Penalty: 3754.413086
	Iteration 187Q: 3 clusters Score -1.308534e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92637 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -13085338.000000 Penalty: 3754.413086
	Iteration 188Q: 3 clusters Score -1.308534e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92661 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -13085347.000000 Penalty: 3754.413086
	Iteration 189Q: 3 clusters Score -1.308535e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92695 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -13085370.000000 Penalty: 3754.413086
	Iteration 190Q: 3 clusters Score -1.308537e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92728 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -13085356.000000 Penalty: 3754.413086
	Iteration 191Q: 3 clusters Score -1.308536e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92769 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -13085350.000000 Penalty: 3754.413086
	Iteration 192Q: 3 clusters Score -1.308535e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92799 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -13085341.000000 Penalty: 3754.413086
	Iteration 193Q: 3 clusters Score -1.308534e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92835 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -13085350.000000 Penalty: 3754.413086
	Iteration 194Q: 3 clusters Score -1.308535e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92871 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -13085327.000000 Penalty: 3754.413086
	Iteration 195Q: 3 clusters Score -1.308533e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92898 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -13085350.000000 Penalty: 3754.413086
	Iteration 196Q: 3 clusters Score -1.308535e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92927 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -13085363.000000 Penalty: 3754.413086
	Iteration 197Q: 3 clusters Score -1.308536e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92959 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -13085352.000000 Penalty: 3754.413086
	Iteration 198Q: 3 clusters Score -1.308535e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92980 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -13085380.000000 Penalty: 3754.413086
	Iteration 199Q: 3 clusters Score -1.308538e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92994 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -13085371.000000 Penalty: 3754.413086
	Iteration 200F: 3 clusters Score -1.308537e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93008 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -13085369.000000 Penalty: 3754.413086
	Iteration 201Q: 3 clusters Score -1.308537e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93019 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -13085364.000000 Penalty: 3754.413086
	Iteration 202Q: 3 clusters Score -1.308536e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93027 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -13085362.000000 Penalty: 3754.413086
	Iteration 203Q: 3 clusters Score -1.308536e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93039 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -13085364.000000 Penalty: 3754.413086
	Iteration 204Q: 3 clusters Score -1.308536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93045 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -13085373.000000 Penalty: 3754.413086
	Iteration 205Q: 3 clusters Score -1.308537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93048 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -13085373.000000 Penalty: 3754.413086
	Iteration 206Q: 3 clusters Score -1.308537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93051 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -13085378.000000 Penalty: 3754.413086
	Iteration 207Q: 3 clusters Score -1.308538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93054 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -13085383.000000 Penalty: 3754.413086
	Iteration 208Q: 3 clusters Score -1.308538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93057 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -13085369.000000 Penalty: 3754.413086
	Iteration 209Q: 3 clusters Score -1.308537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93059 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -13085371.000000 Penalty: 3754.413086
	Iteration 210Q: 3 clusters Score -1.308537e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93059 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -13085371.000000 Penalty: 3754.413086
	Iteration 211F: 3 clusters Score -1.308537e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 93059 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 46056 members 
Mstep: Class 6 contains 9876 members 
Mstep: Class 7 contains 5211 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7210 members 
Mstep: Class 10 contains 105690 members 
Mstep: Class 11 contains 9462 members 
Mstep: Class 12 contains 109080 members 
Mstep: Class 13 contains 13928 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6514 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 22369 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 99023 members 
Mstep: Class 20 contains 17553 members 
Mstep: Class 21 contains 61221 members 
Mstep: Class 22 contains 1453 members 
Mstep: Class 23 contains 4892 members 
Mstep: Class 24 contains 9728 members 
Mstep: Class 25 contains 83656 members 
Mstep: Class 26 contains 38019 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112586 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2883 members 
Mstep: Class 31 contains 4468 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 3879 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 678 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 6456 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 10930 members 
Entering Unmasked Estep 
Score: -111756840.000000 Penalty: 91479.007812
Splitting cluster 2 changes total score from -111757080.000000 to -111756840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (7409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Entering Unmasked Estep 
Score: -878514.875000 Penalty: 1447.948242
	Iteration 0F: 2 clusters Score -878514.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -873033.750000 Penalty: 2895.896484
	Iteration 0F: 3 clusters Score -873033.8 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -874830.812500 Penalty: 2895.896484
	Iteration 1F: 3 clusters Score -874830.8 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -875167.000000 Penalty: 2895.896484
	Iteration 2F: 3 clusters Score -875167 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -875422.812500 Penalty: 2895.896484
	Iteration 3F: 3 clusters Score -875422.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -875677.437500 Penalty: 2895.896484
	Iteration 4F: 3 clusters Score -875677.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -875931.125000 Penalty: 2895.896484
	Iteration 5F: 3 clusters Score -875931.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -876206.312500 Penalty: 2895.896484
	Iteration 6F: 3 clusters Score -876206.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -876460.562500 Penalty: 2895.896484
	Iteration 7F: 3 clusters Score -876460.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -876674.437500 Penalty: 2895.896484
	Iteration 8Q: 3 clusters Score -876674.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -876813.375000 Penalty: 2895.896484
	Iteration 9Q: 3 clusters Score -876813.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -876908.562500 Penalty: 2895.896484
	Iteration 10Q: 3 clusters Score -876908.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -876974.125000 Penalty: 2895.896484
	Iteration 11Q: 3 clusters Score -876974.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -877017.187500 Penalty: 2895.896484
	Iteration 12Q: 3 clusters Score -877017.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -877056.187500 Penalty: 2895.896484
	Iteration 13Q: 3 clusters Score -877056.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -877086.687500 Penalty: 2895.896484
	Iteration 14Q: 3 clusters Score -877086.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -877109.812500 Penalty: 2895.896484
	Iteration 15Q: 3 clusters Score -877109.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -877126.875000 Penalty: 2895.896484
	Iteration 16Q: 3 clusters Score -877126.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -877142.125000 Penalty: 2895.896484
	Iteration 17Q: 3 clusters Score -877142.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -877149.875000 Penalty: 2895.896484
	Iteration 18Q: 3 clusters Score -877149.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -877157.062500 Penalty: 2895.896484
	Iteration 19Q: 3 clusters Score -877157.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -877165.437500 Penalty: 2895.896484
	Iteration 20F: 3 clusters Score -877165.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -877172.500000 Penalty: 2895.896484
	Iteration 21Q: 3 clusters Score -877172.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -877181.000000 Penalty: 2895.896484
	Iteration 22Q: 3 clusters Score -877181 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -877187.000000 Penalty: 2895.896484
	Iteration 23Q: 3 clusters Score -877187 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -877193.062500 Penalty: 2895.896484
	Iteration 24Q: 3 clusters Score -877193.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -877199.875000 Penalty: 2895.896484
	Iteration 25Q: 3 clusters Score -877199.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -877210.062500 Penalty: 2895.896484
	Iteration 26Q: 3 clusters Score -877210.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -877217.125000 Penalty: 2895.896484
	Iteration 27Q: 3 clusters Score -877217.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -877224.562500 Penalty: 2895.896484
	Iteration 28Q: 3 clusters Score -877224.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -877233.437500 Penalty: 2895.896484
	Iteration 29Q: 3 clusters Score -877233.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -877236.687500 Penalty: 2895.896484
	Iteration 30Q: 3 clusters Score -877236.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -877239.937500 Penalty: 2895.896484
	Iteration 31Q: 3 clusters Score -877239.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -877244.312500 Penalty: 2895.896484
	Iteration 32Q: 3 clusters Score -877244.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -877245.250000 Penalty: 2895.896484
	Iteration 33Q: 3 clusters Score -877245.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -877251.125000 Penalty: 2895.896484
	Iteration 34Q: 3 clusters Score -877251.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -877257.000000 Penalty: 2895.896484
	Iteration 35Q: 3 clusters Score -877257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -877261.437500 Penalty: 2895.896484
	Iteration 36Q: 3 clusters Score -877261.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -877265.562500 Penalty: 2895.896484
	Iteration 37Q: 3 clusters Score -877265.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -877269.937500 Penalty: 2895.896484
	Iteration 38Q: 3 clusters Score -877269.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -877280.750000 Penalty: 2895.896484
	Iteration 39Q: 3 clusters Score -877280.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -877295.250000 Penalty: 2895.896484
	Iteration 40F: 3 clusters Score -877295.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -877308.625000 Penalty: 2895.896484
	Iteration 41Q: 3 clusters Score -877308.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -877317.187500 Penalty: 2895.896484
	Iteration 42Q: 3 clusters Score -877317.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -877325.562500 Penalty: 2895.896484
	Iteration 43Q: 3 clusters Score -877325.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -877339.250000 Penalty: 2895.896484
	Iteration 44Q: 3 clusters Score -877339.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -877350.875000 Penalty: 2895.896484
	Iteration 45Q: 3 clusters Score -877350.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -877367.937500 Penalty: 2895.896484
	Iteration 46Q: 3 clusters Score -877367.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -877380.812500 Penalty: 2895.896484
	Iteration 47Q: 3 clusters Score -877380.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -877397.937500 Penalty: 2895.896484
	Iteration 48Q: 3 clusters Score -877397.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -877418.875000 Penalty: 2895.896484
	Iteration 49Q: 3 clusters Score -877418.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -877440.437500 Penalty: 2895.896484
	Iteration 50Q: 3 clusters Score -877440.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -877459.500000 Penalty: 2895.896484
	Iteration 51Q: 3 clusters Score -877459.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -877482.250000 Penalty: 2895.896484
	Iteration 52Q: 3 clusters Score -877482.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -877512.812500 Penalty: 2895.896484
	Iteration 53Q: 3 clusters Score -877512.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -877532.375000 Penalty: 2895.896484
	Iteration 54Q: 3 clusters Score -877532.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -877543.750000 Penalty: 2895.896484
	Iteration 55Q: 3 clusters Score -877543.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -877557.000000 Penalty: 2895.896484
	Iteration 56Q: 3 clusters Score -877557 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -877579.812500 Penalty: 2895.896484
	Iteration 57Q: 3 clusters Score -877579.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -877594.312500 Penalty: 2895.896484
	Iteration 58Q: 3 clusters Score -877594.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -877608.750000 Penalty: 2895.896484
	Iteration 59Q: 3 clusters Score -877608.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -877629.250000 Penalty: 2895.896484
	Iteration 60F: 3 clusters Score -877629.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -877646.125000 Penalty: 2895.896484
	Iteration 61Q: 3 clusters Score -877646.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -877668.812500 Penalty: 2895.896484
	Iteration 62Q: 3 clusters Score -877668.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -877678.375000 Penalty: 2895.896484
	Iteration 63Q: 3 clusters Score -877678.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -877688.937500 Penalty: 2895.896484
	Iteration 64Q: 3 clusters Score -877688.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -877705.875000 Penalty: 2895.896484
	Iteration 65Q: 3 clusters Score -877705.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -877717.250000 Penalty: 2895.896484
	Iteration 66Q: 3 clusters Score -877717.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -877723.000000 Penalty: 2895.896484
	Iteration 67Q: 3 clusters Score -877723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -877726.000000 Penalty: 2895.896484
	Iteration 68Q: 3 clusters Score -877726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -877728.562500 Penalty: 2895.896484
	Iteration 69Q: 3 clusters Score -877728.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -877728.187500 Penalty: 2895.896484
	Iteration 70Q: 3 clusters Score -877728.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -877730.437500 Penalty: 2895.896484
	Iteration 71Q: 3 clusters Score -877730.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -877729.562500 Penalty: 2895.896484
	Iteration 72Q: 3 clusters Score -877729.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -877731.000000 Penalty: 2895.896484
	Iteration 73Q: 3 clusters Score -877731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -877731.000000 Penalty: 2895.896484
	Iteration 74F: 3 clusters Score -877731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -54162.402344 Penalty: 1002.561707
	Iteration 0F: 2 clusters Score -54162.4 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 235 members 
Entering Unmasked Estep 
Score: -53172.132812 Penalty: 2005.123413
	Iteration 0F: 3 clusters Score -53172.13 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -53383.882812 Penalty: 2005.123413
	Iteration 1F: 3 clusters Score -53383.88 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -53475.589844 Penalty: 2005.123413
	Iteration 2F: 3 clusters Score -53475.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -53545.375000 Penalty: 2005.123413
	Iteration 3F: 3 clusters Score -53545.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -53624.972656 Penalty: 2005.123413
	Iteration 4Q: 3 clusters Score -53624.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -53666.902344 Penalty: 2005.123413
	Iteration 5Q: 3 clusters Score -53666.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -53700.226562 Penalty: 2005.123413
	Iteration 6Q: 3 clusters Score -53700.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -53716.488281 Penalty: 2005.123413
	Iteration 7Q: 3 clusters Score -53716.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -53743.097656 Penalty: 2005.123413
	Iteration 8Q: 3 clusters Score -53743.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -53766.453125 Penalty: 2005.123413
	Iteration 9Q: 3 clusters Score -53766.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -53771.375000 Penalty: 2005.123413
	Iteration 10Q: 3 clusters Score -53771.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -53772.476562 Penalty: 2005.123413
	Iteration 11Q: 3 clusters Score -53772.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -53773.554688 Penalty: 2005.123413
	Iteration 12Q: 3 clusters Score -53773.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -53774.160156 Penalty: 2005.123413
	Iteration 13F: 3 clusters Score -53774.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -53832.640625 Penalty: 2005.123413
	Iteration 14Q: 3 clusters Score -53832.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -53866.578125 Penalty: 2005.123413
	Iteration 15Q: 3 clusters Score -53866.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -53882.203125 Penalty: 2005.123413
	Iteration 16Q: 3 clusters Score -53882.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -53888.847656 Penalty: 2005.123413
	Iteration 17Q: 3 clusters Score -53888.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -53893.839844 Penalty: 2005.123413
	Iteration 18Q: 3 clusters Score -53893.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -53894.820312 Penalty: 2005.123413
	Iteration 19Q: 3 clusters Score -53894.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -53895.710938 Penalty: 2005.123413
	Iteration 20F: 3 clusters Score -53895.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -53913.378906 Penalty: 2005.123413
	Iteration 21Q: 3 clusters Score -53913.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -53913.378906 Penalty: 2005.123413
	Iteration 22F: 3 clusters Score -53913.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Entering Unmasked Estep 
Score: -5801900.000000 Penalty: 1744.862183
	Iteration 0F: 2 clusters Score -5801900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -5770967.000000 Penalty: 3489.724365
	Iteration 0F: 3 clusters Score -5770967 nChanged 21623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -5783423.500000 Penalty: 3489.724365
	Iteration 1F: 3 clusters Score -5783424 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -5784045.000000 Penalty: 3489.724365
	Iteration 2Q: 3 clusters Score -5784045 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -5784693.500000 Penalty: 3489.724365
	Iteration 3Q: 3 clusters Score -5784694 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -5785592.000000 Penalty: 3489.724365
	Iteration 4Q: 3 clusters Score -5785592 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -5786754.000000 Penalty: 3489.724365
	Iteration 5Q: 3 clusters Score -5786754 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -5788368.000000 Penalty: 3489.724365
	Iteration 6F: 3 clusters Score -5788368 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -5790372.000000 Penalty: 3489.724365
	Iteration 7F: 3 clusters Score -5790372 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -5792278.500000 Penalty: 3489.724365
	Iteration 8F: 3 clusters Score -5792278 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -5793618.500000 Penalty: 3489.724365
	Iteration 9Q: 3 clusters Score -5793618 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -5794335.500000 Penalty: 3489.724365
	Iteration 10Q: 3 clusters Score -5794336 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -5794769.000000 Penalty: 3489.724365
	Iteration 11Q: 3 clusters Score -5794769 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -5795005.500000 Penalty: 3489.724365
	Iteration 12Q: 3 clusters Score -5795006 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -5795186.500000 Penalty: 3489.724365
	Iteration 13Q: 3 clusters Score -5795186 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -5795421.000000 Penalty: 3489.724365
	Iteration 14Q: 3 clusters Score -5795421 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -5795616.000000 Penalty: 3489.724365
	Iteration 15Q: 3 clusters Score -5795616 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -5795798.000000 Penalty: 3489.724365
	Iteration 16Q: 3 clusters Score -5795798 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -5795968.500000 Penalty: 3489.724365
	Iteration 17Q: 3 clusters Score -5795968 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -5796166.000000 Penalty: 3489.724365
	Iteration 18Q: 3 clusters Score -5796166 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -5796311.000000 Penalty: 3489.724365
	Iteration 19Q: 3 clusters Score -5796311 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -5796534.000000 Penalty: 3489.724365
	Iteration 20F: 3 clusters Score -5796534 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -5796775.500000 Penalty: 3489.724365
	Iteration 21Q: 3 clusters Score -5796776 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -5796995.000000 Penalty: 3489.724365
	Iteration 22Q: 3 clusters Score -5796995 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -5797309.500000 Penalty: 3489.724365
	Iteration 23Q: 3 clusters Score -5797310 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -5797550.500000 Penalty: 3489.724365
	Iteration 24Q: 3 clusters Score -5797550 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -5797765.000000 Penalty: 3489.724365
	Iteration 25Q: 3 clusters Score -5797765 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -5797987.500000 Penalty: 3489.724365
	Iteration 26Q: 3 clusters Score -5797988 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -5798229.500000 Penalty: 3489.724365
	Iteration 27Q: 3 clusters Score -5798230 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -5798465.500000 Penalty: 3489.724365
	Iteration 28Q: 3 clusters Score -5798466 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -5798659.500000 Penalty: 3489.724365
	Iteration 29Q: 3 clusters Score -5798660 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -5798870.000000 Penalty: 3489.724365
	Iteration 30Q: 3 clusters Score -5798870 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -5799050.000000 Penalty: 3489.724365
	Iteration 31Q: 3 clusters Score -5799050 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -5799217.000000 Penalty: 3489.724365
	Iteration 32Q: 3 clusters Score -5799217 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -5799369.500000 Penalty: 3489.724365
	Iteration 33Q: 3 clusters Score -5799370 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -5799527.000000 Penalty: 3489.724365
	Iteration 34Q: 3 clusters Score -5799527 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -5799666.000000 Penalty: 3489.724365
	Iteration 35Q: 3 clusters Score -5799666 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -5799787.000000 Penalty: 3489.724365
	Iteration 36Q: 3 clusters Score -5799787 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 43526 members 
Entering Unmasked Estep 
Score: -5799882.500000 Penalty: 3489.724365
	Iteration 37Q: 3 clusters Score -5799882 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -5799943.500000 Penalty: 3489.724365
	Iteration 38Q: 3 clusters Score -5799944 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -5800017.000000 Penalty: 3489.724365
	Iteration 39Q: 3 clusters Score -5800017 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 44100 members 
Entering Unmasked Estep 
Score: -5800075.500000 Penalty: 3489.724365
	Iteration 40F: 3 clusters Score -5800076 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 44229 members 
Entering Unmasked Estep 
Score: -5800120.500000 Penalty: 3489.724365
	Iteration 41Q: 3 clusters Score -5800120 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -5800152.000000 Penalty: 3489.724365
	Iteration 42Q: 3 clusters Score -5800152 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -5800180.500000 Penalty: 3489.724365
	Iteration 43Q: 3 clusters Score -5800180 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -5800217.000000 Penalty: 3489.724365
	Iteration 44Q: 3 clusters Score -5800217 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -5800250.500000 Penalty: 3489.724365
	Iteration 45Q: 3 clusters Score -5800250 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 44627 members 
Entering Unmasked Estep 
Score: -5800275.000000 Penalty: 3489.724365
	Iteration 46Q: 3 clusters Score -5800275 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -5800290.000000 Penalty: 3489.724365
	Iteration 47Q: 3 clusters Score -5800290 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -5800321.000000 Penalty: 3489.724365
	Iteration 48Q: 3 clusters Score -5800321 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -5800335.000000 Penalty: 3489.724365
	Iteration 49Q: 3 clusters Score -5800335 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -5800350.000000 Penalty: 3489.724365
	Iteration 50Q: 3 clusters Score -5800350 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
Score: -5800366.000000 Penalty: 3489.724365
	Iteration 51Q: 3 clusters Score -5800366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -5800377.000000 Penalty: 3489.724365
	Iteration 52Q: 3 clusters Score -5800377 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -5800393.500000 Penalty: 3489.724365
	Iteration 53Q: 3 clusters Score -5800394 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -5800404.500000 Penalty: 3489.724365
	Iteration 54Q: 3 clusters Score -5800404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -5800426.000000 Penalty: 3489.724365
	Iteration 55Q: 3 clusters Score -5800426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 45015 members 
Entering Unmasked Estep 
Score: -5800440.000000 Penalty: 3489.724365
	Iteration 56Q: 3 clusters Score -5800440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -5800449.000000 Penalty: 3489.724365
	Iteration 57Q: 3 clusters Score -5800449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -5800446.500000 Penalty: 3489.724365
	Iteration 58Q: 3 clusters Score -5800446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -5800452.000000 Penalty: 3489.724365
	Iteration 59Q: 3 clusters Score -5800452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -5800456.500000 Penalty: 3489.724365
	Iteration 60F: 3 clusters Score -5800456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -5800464.500000 Penalty: 3489.724365
	Iteration 61Q: 3 clusters Score -5800464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -5800471.000000 Penalty: 3489.724365
	Iteration 62Q: 3 clusters Score -5800471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -5800472.000000 Penalty: 3489.724365
	Iteration 63Q: 3 clusters Score -5800472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -5800484.500000 Penalty: 3489.724365
	Iteration 64Q: 3 clusters Score -5800484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -5800484.500000 Penalty: 3489.724365
	Iteration 65Q: 3 clusters Score -5800484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -5800486.000000 Penalty: 3489.724365
	Iteration 66Q: 3 clusters Score -5800486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -5800492.500000 Penalty: 3489.724365
	Iteration 67Q: 3 clusters Score -5800492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -5800492.000000 Penalty: 3489.724365
	Iteration 68Q: 3 clusters Score -5800492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -5800491.500000 Penalty: 3489.724365
	Iteration 69Q: 3 clusters Score -5800492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -5800495.000000 Penalty: 3489.724365
	Iteration 70Q: 3 clusters Score -5800495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -5800495.000000 Penalty: 3489.724365
	Iteration 71Q: 3 clusters Score -5800495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -5800499.500000 Penalty: 3489.724365
	Iteration 72Q: 3 clusters Score -5800500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -5800502.000000 Penalty: 3489.724365
	Iteration 73Q: 3 clusters Score -5800502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -5800512.000000 Penalty: 3489.724365
	Iteration 74Q: 3 clusters Score -5800512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -5800506.500000 Penalty: 3489.724365
	Iteration 75Q: 3 clusters Score -5800506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -5800507.000000 Penalty: 3489.724365
	Iteration 76Q: 3 clusters Score -5800507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 45186 members 
Entering Unmasked Estep 
Score: -5800506.500000 Penalty: 3489.724365
	Iteration 77Q: 3 clusters Score -5800506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 45186 members 
Entering Unmasked Estep 
Score: -5800506.500000 Penalty: 3489.724365
	Iteration 78F: 3 clusters Score -5800506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Entering Unmasked Estep 
Score: -1242546.750000 Penalty: 1494.652710
	Iteration 0F: 2 clusters Score -1242547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1235560.000000 Penalty: 2989.305420
	Iteration 0F: 3 clusters Score -1235560 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1237694.875000 Penalty: 2989.305420
	Iteration 1F: 3 clusters Score -1237695 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1237925.125000 Penalty: 2989.305420
	Iteration 2F: 3 clusters Score -1237925 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1238156.375000 Penalty: 2989.305420
	Iteration 3F: 3 clusters Score -1238156 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1238434.000000 Penalty: 2989.305420
	Iteration 4Q: 3 clusters Score -1238434 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1238816.875000 Penalty: 2989.305420
	Iteration 5F: 3 clusters Score -1238817 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1239310.625000 Penalty: 2989.305420
	Iteration 6F: 3 clusters Score -1239311 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1239909.250000 Penalty: 2989.305420
	Iteration 7F: 3 clusters Score -1239909 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1240480.625000 Penalty: 2989.305420
	Iteration 8F: 3 clusters Score -1240481 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1240871.000000 Penalty: 2989.305420
	Iteration 9Q: 3 clusters Score -1240871 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1241103.875000 Penalty: 2989.305420
	Iteration 10Q: 3 clusters Score -1241104 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1241205.500000 Penalty: 2989.305420
	Iteration 11Q: 3 clusters Score -1241206 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1241265.125000 Penalty: 2989.305420
	Iteration 12Q: 3 clusters Score -1241265 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1241312.625000 Penalty: 2989.305420
	Iteration 13Q: 3 clusters Score -1241313 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1241341.125000 Penalty: 2989.305420
	Iteration 14Q: 3 clusters Score -1241341 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1241369.875000 Penalty: 2989.305420
	Iteration 15Q: 3 clusters Score -1241370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1241399.250000 Penalty: 2989.305420
	Iteration 16Q: 3 clusters Score -1241399 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1241415.875000 Penalty: 2989.305420
	Iteration 17Q: 3 clusters Score -1241416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1241431.125000 Penalty: 2989.305420
	Iteration 18Q: 3 clusters Score -1241431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1241447.125000 Penalty: 2989.305420
	Iteration 19Q: 3 clusters Score -1241447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1241467.250000 Penalty: 2989.305420
	Iteration 20F: 3 clusters Score -1241467 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1241492.625000 Penalty: 2989.305420
	Iteration 21Q: 3 clusters Score -1241493 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1241519.500000 Penalty: 2989.305420
	Iteration 22Q: 3 clusters Score -1241520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1241569.000000 Penalty: 2989.305420
	Iteration 23Q: 3 clusters Score -1241569 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1241626.000000 Penalty: 2989.305420
	Iteration 24Q: 3 clusters Score -1241626 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1241673.375000 Penalty: 2989.305420
	Iteration 25Q: 3 clusters Score -1241673 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1241720.750000 Penalty: 2989.305420
	Iteration 26Q: 3 clusters Score -1241721 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1241750.125000 Penalty: 2989.305420
	Iteration 27Q: 3 clusters Score -1241750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1241767.750000 Penalty: 2989.305420
	Iteration 28Q: 3 clusters Score -1241768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1241775.625000 Penalty: 2989.305420
	Iteration 29Q: 3 clusters Score -1241776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1241780.500000 Penalty: 2989.305420
	Iteration 30Q: 3 clusters Score -1241780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1241784.250000 Penalty: 2989.305420
	Iteration 31Q: 3 clusters Score -1241784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1241788.875000 Penalty: 2989.305420
	Iteration 32Q: 3 clusters Score -1241789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1241795.125000 Penalty: 2989.305420
	Iteration 33Q: 3 clusters Score -1241795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1241798.625000 Penalty: 2989.305420
	Iteration 34Q: 3 clusters Score -1241799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1241804.000000 Penalty: 2989.305420
	Iteration 35Q: 3 clusters Score -1241804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1241808.625000 Penalty: 2989.305420
	Iteration 36Q: 3 clusters Score -1241809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1241808.750000 Penalty: 2989.305420
	Iteration 37Q: 3 clusters Score -1241809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1241815.125000 Penalty: 2989.305420
	Iteration 38Q: 3 clusters Score -1241815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1241817.125000 Penalty: 2989.305420
	Iteration 39Q: 3 clusters Score -1241817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1241818.750000 Penalty: 2989.305420
	Iteration 40F: 3 clusters Score -1241819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1241821.625000 Penalty: 2989.305420
	Iteration 41Q: 3 clusters Score -1241822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1241824.500000 Penalty: 2989.305420
	Iteration 42Q: 3 clusters Score -1241824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1241825.625000 Penalty: 2989.305420
	Iteration 43Q: 3 clusters Score -1241826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1241827.875000 Penalty: 2989.305420
	Iteration 44Q: 3 clusters Score -1241828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1241830.750000 Penalty: 2989.305420
	Iteration 45Q: 3 clusters Score -1241831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1241832.375000 Penalty: 2989.305420
	Iteration 46Q: 3 clusters Score -1241832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1241832.375000 Penalty: 2989.305420
	Iteration 47F: 3 clusters Score -1241832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Entering Unmasked Estep 
Score: -646154.625000 Penalty: 1390.760620
	Iteration 0F: 2 clusters Score -646154.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -642037.187500 Penalty: 2781.521240
	Iteration 0F: 3 clusters Score -642037.2 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -643123.937500 Penalty: 2781.521240
	Iteration 1F: 3 clusters Score -643123.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -643299.437500 Penalty: 2781.521240
	Iteration 2F: 3 clusters Score -643299.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -643438.187500 Penalty: 2781.521240
	Iteration 3F: 3 clusters Score -643438.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -643548.062500 Penalty: 2781.521240
	Iteration 4Q: 3 clusters Score -643548.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -643633.187500 Penalty: 2781.521240
	Iteration 5Q: 3 clusters Score -643633.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -643713.312500 Penalty: 2781.521240
	Iteration 6Q: 3 clusters Score -643713.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -643795.937500 Penalty: 2781.521240
	Iteration 7Q: 3 clusters Score -643795.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -643863.062500 Penalty: 2781.521240
	Iteration 8Q: 3 clusters Score -643863.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -643938.562500 Penalty: 2781.521240
	Iteration 9Q: 3 clusters Score -643938.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -644023.562500 Penalty: 2781.521240
	Iteration 10Q: 3 clusters Score -644023.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -644105.500000 Penalty: 2781.521240
	Iteration 11Q: 3 clusters Score -644105.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -644188.062500 Penalty: 2781.521240
	Iteration 12Q: 3 clusters Score -644188.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -644264.250000 Penalty: 2781.521240
	Iteration 13Q: 3 clusters Score -644264.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -644342.562500 Penalty: 2781.521240
	Iteration 14Q: 3 clusters Score -644342.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -644428.625000 Penalty: 2781.521240
	Iteration 15Q: 3 clusters Score -644428.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -644503.062500 Penalty: 2781.521240
	Iteration 16Q: 3 clusters Score -644503.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -644586.625000 Penalty: 2781.521240
	Iteration 17Q: 3 clusters Score -644586.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -644666.625000 Penalty: 2781.521240
	Iteration 18Q: 3 clusters Score -644666.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -644741.625000 Penalty: 2781.521240
	Iteration 19Q: 3 clusters Score -644741.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -644803.437500 Penalty: 2781.521240
	Iteration 20F: 3 clusters Score -644803.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -644846.687500 Penalty: 2781.521240
	Iteration 21Q: 3 clusters Score -644846.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -644876.125000 Penalty: 2781.521240
	Iteration 22Q: 3 clusters Score -644876.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -644898.312500 Penalty: 2781.521240
	Iteration 23Q: 3 clusters Score -644898.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -644917.250000 Penalty: 2781.521240
	Iteration 24Q: 3 clusters Score -644917.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -644933.562500 Penalty: 2781.521240
	Iteration 25Q: 3 clusters Score -644933.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -644949.000000 Penalty: 2781.521240
	Iteration 26Q: 3 clusters Score -644949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -644960.375000 Penalty: 2781.521240
	Iteration 27Q: 3 clusters Score -644960.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -644968.125000 Penalty: 2781.521240
	Iteration 28Q: 3 clusters Score -644968.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -644971.625000 Penalty: 2781.521240
	Iteration 29Q: 3 clusters Score -644971.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -644973.750000 Penalty: 2781.521240
	Iteration 30Q: 3 clusters Score -644973.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -644973.937500 Penalty: 2781.521240
	Iteration 31Q: 3 clusters Score -644973.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -644973.937500 Penalty: 2781.521240
	Iteration 32F: 3 clusters Score -644973.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Entering Unmasked Estep 
Score: -160063.140625 Penalty: 1182.215454
	Iteration 0F: 2 clusters Score -160063.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -158383.796875 Penalty: 2364.430908
	Iteration 0F: 3 clusters Score -158383.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -159386.312500 Penalty: 2364.430908
	Iteration 1F: 3 clusters Score -159386.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -159983.109375 Penalty: 2364.430908
	Iteration 2F: 3 clusters Score -159983.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -160390.640625 Penalty: 2364.430908
	Iteration 3F: 3 clusters Score -160390.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -160709.906250 Penalty: 2364.430908
	Iteration 4F: 3 clusters Score -160709.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -160978.000000 Penalty: 2364.430908
	Iteration 5Q: 3 clusters Score -160978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -161039.578125 Penalty: 2364.430908
	Iteration 6Q: 3 clusters Score -161039.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -161066.000000 Penalty: 2364.430908
	Iteration 7Q: 3 clusters Score -161066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -161077.109375 Penalty: 2364.430908
	Iteration 8Q: 3 clusters Score -161077.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -161081.875000 Penalty: 2364.430908
	Iteration 9Q: 3 clusters Score -161081.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -161083.828125 Penalty: 2364.430908
	Iteration 10Q: 3 clusters Score -161083.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -161086.781250 Penalty: 2364.430908
	Iteration 11Q: 3 clusters Score -161086.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -161091.234375 Penalty: 2364.430908
	Iteration 12Q: 3 clusters Score -161091.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -161097.703125 Penalty: 2364.430908
	Iteration 13Q: 3 clusters Score -161097.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -161109.796875 Penalty: 2364.430908
	Iteration 14Q: 3 clusters Score -161109.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -161113.718750 Penalty: 2364.430908
	Iteration 15Q: 3 clusters Score -161113.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -161117.718750 Penalty: 2364.430908
	Iteration 16Q: 3 clusters Score -161117.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -161117.718750 Penalty: 2364.430908
	Iteration 17F: 3 clusters Score -161117.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 103989 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 46056 members 
Mstep: Class 6 contains 9876 members 
Mstep: Class 7 contains 5211 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 7210 members 
Mstep: Class 10 contains 105690 members 
Mstep: Class 11 contains 9462 members 
Mstep: Class 12 contains 109080 members 
Mstep: Class 13 contains 13928 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6514 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 22369 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 99023 members 
Mstep: Class 20 contains 17553 members 
Mstep: Class 21 contains 61221 members 
Mstep: Class 22 contains 1453 members 
Mstep: Class 23 contains 4892 members 
Mstep: Class 24 contains 9728 members 
Mstep: Class 25 contains 83656 members 
Mstep: Class 26 contains 38019 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112586 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2883 members 
Mstep: Class 31 contains 4468 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 3879 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 678 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 6456 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 333 members 
Entering Unmasked Estep 
Score: -111756872.000000 Penalty: 91479.007812
Splitting cluster 8 changes total score from -111757080.000000 to -111756872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (7210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Entering Unmasked Estep 
Score: -920143.312500 Penalty: 1443.523926
	Iteration 0F: 2 clusters Score -920143.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -914801.875000 Penalty: 2887.047852
	Iteration 0F: 3 clusters Score -914801.9 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -916334.562500 Penalty: 2887.047852
	Iteration 1F: 3 clusters Score -916334.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -916549.687500 Penalty: 2887.047852
	Iteration 2F: 3 clusters Score -916549.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -916738.187500 Penalty: 2887.047852
	Iteration 3F: 3 clusters Score -916738.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -916896.937500 Penalty: 2887.047852
	Iteration 4Q: 3 clusters Score -916896.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -917047.625000 Penalty: 2887.047852
	Iteration 5Q: 3 clusters Score -917047.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -917219.375000 Penalty: 2887.047852
	Iteration 6Q: 3 clusters Score -917219.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -917426.687500 Penalty: 2887.047852
	Iteration 7Q: 3 clusters Score -917426.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -917690.250000 Penalty: 2887.047852
	Iteration 8Q: 3 clusters Score -917690.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -917935.312500 Penalty: 2887.047852
	Iteration 9Q: 3 clusters Score -917935.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -918140.125000 Penalty: 2887.047852
	Iteration 10Q: 3 clusters Score -918140.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -918318.125000 Penalty: 2887.047852
	Iteration 11Q: 3 clusters Score -918318.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -918456.812500 Penalty: 2887.047852
	Iteration 12Q: 3 clusters Score -918456.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -918556.437500 Penalty: 2887.047852
	Iteration 13Q: 3 clusters Score -918556.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -918616.625000 Penalty: 2887.047852
	Iteration 14Q: 3 clusters Score -918616.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -918669.187500 Penalty: 2887.047852
	Iteration 15Q: 3 clusters Score -918669.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -918709.437500 Penalty: 2887.047852
	Iteration 16Q: 3 clusters Score -918709.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -918741.750000 Penalty: 2887.047852
	Iteration 17Q: 3 clusters Score -918741.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -918763.625000 Penalty: 2887.047852
	Iteration 18Q: 3 clusters Score -918763.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -918785.125000 Penalty: 2887.047852
	Iteration 19Q: 3 clusters Score -918785.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -918813.687500 Penalty: 2887.047852
	Iteration 20F: 3 clusters Score -918813.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -918834.250000 Penalty: 2887.047852
	Iteration 21Q: 3 clusters Score -918834.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -918862.062500 Penalty: 2887.047852
	Iteration 22Q: 3 clusters Score -918862.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -918885.437500 Penalty: 2887.047852
	Iteration 23Q: 3 clusters Score -918885.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -918895.500000 Penalty: 2887.047852
	Iteration 24Q: 3 clusters Score -918895.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -918900.000000 Penalty: 2887.047852
	Iteration 25Q: 3 clusters Score -918900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -918905.125000 Penalty: 2887.047852
	Iteration 26Q: 3 clusters Score -918905.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -918908.250000 Penalty: 2887.047852
	Iteration 27Q: 3 clusters Score -918908.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -918910.562500 Penalty: 2887.047852
	Iteration 28Q: 3 clusters Score -918910.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -918915.937500 Penalty: 2887.047852
	Iteration 29Q: 3 clusters Score -918915.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -918921.625000 Penalty: 2887.047852
	Iteration 30Q: 3 clusters Score -918921.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -918926.437500 Penalty: 2887.047852
	Iteration 31Q: 3 clusters Score -918926.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -918930.687500 Penalty: 2887.047852
	Iteration 32Q: 3 clusters Score -918930.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -918933.500000 Penalty: 2887.047852
	Iteration 33Q: 3 clusters Score -918933.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -918936.250000 Penalty: 2887.047852
	Iteration 34Q: 3 clusters Score -918936.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -918937.937500 Penalty: 2887.047852
	Iteration 35Q: 3 clusters Score -918937.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -918938.750000 Penalty: 2887.047852
	Iteration 36Q: 3 clusters Score -918938.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -918939.437500 Penalty: 2887.047852
	Iteration 37Q: 3 clusters Score -918939.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -918939.437500 Penalty: 2887.047852
	Iteration 38F: 3 clusters Score -918939.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (105690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105690 members 
Entering Unmasked Estep 
Score: -13286288.000000 Penalty: 1879.843262
	Iteration 0F: 2 clusters Score -1.328629e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52924 members 
Mstep: Class 2 contains 52766 members 
Entering Unmasked Estep 
Score: -13219295.000000 Penalty: 3759.686523
	Iteration 0F: 3 clusters Score -1.32193e+07 nChanged 50574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55662 members 
Mstep: Class 2 contains 50028 members 
Entering Unmasked Estep 
Score: -13248903.000000 Penalty: 3759.686523
	Iteration 1F: 3 clusters Score -1.32489e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57402 members 
Mstep: Class 2 contains 48288 members 
Entering Unmasked Estep 
Score: -13250081.000000 Penalty: 3759.686523
	Iteration 2Q: 3 clusters Score -1.325008e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60021 members 
Mstep: Class 2 contains 45669 members 
Entering Unmasked Estep 
Score: -13252264.000000 Penalty: 3759.686523
	Iteration 3Q: 3 clusters Score -1.325226e+07 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63771 members 
Mstep: Class 2 contains 41919 members 
Entering Unmasked Estep 
Score: -13256076.000000 Penalty: 3759.686523
	Iteration 4F: 3 clusters Score -1.325608e+07 nChanged 8724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68445 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -13262445.000000 Penalty: 3759.686523
	Iteration 5F: 3 clusters Score -1.326244e+07 nChanged 9321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72932 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -13271047.000000 Penalty: 3759.686523
	Iteration 6F: 3 clusters Score -1.327105e+07 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75137 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -13278071.000000 Penalty: 3759.686523
	Iteration 7F: 3 clusters Score -1.327807e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74875 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -13279993.000000 Penalty: 3759.686523
	Iteration 8Q: 3 clusters Score -1.327999e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73938 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -13280344.000000 Penalty: 3759.686523
	Iteration 9Q: 3 clusters Score -1.328034e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72827 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -13280422.000000 Penalty: 3759.686523
	Iteration 10Q: 3 clusters Score -1.328042e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71667 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -13280506.000000 Penalty: 3759.686523
	Iteration 11Q: 3 clusters Score -1.328051e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70426 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -13280478.000000 Penalty: 3759.686523
	Iteration 12Q: 3 clusters Score -1.328048e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69126 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -13280469.000000 Penalty: 3759.686523
	Iteration 13Q: 3 clusters Score -1.328047e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67754 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -13280506.000000 Penalty: 3759.686523
	Iteration 14Q: 3 clusters Score -1.328051e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66377 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -13280587.000000 Penalty: 3759.686523
	Iteration 15Q: 3 clusters Score -1.328059e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64978 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -13280626.000000 Penalty: 3759.686523
	Iteration 16Q: 3 clusters Score -1.328063e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63527 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -13280664.000000 Penalty: 3759.686523
	Iteration 17Q: 3 clusters Score -1.328066e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62058 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -13280639.000000 Penalty: 3759.686523
	Iteration 18Q: 3 clusters Score -1.328064e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60587 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -13280728.000000 Penalty: 3759.686523
	Iteration 19Q: 3 clusters Score -1.328073e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59070 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -13280871.000000 Penalty: 3759.686523
	Iteration 20F: 3 clusters Score -1.328087e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57661 members 
Mstep: Class 2 contains 48029 members 
Entering Unmasked Estep 
Score: -13281037.000000 Penalty: 3759.686523
	Iteration 21Q: 3 clusters Score -1.328104e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56324 members 
Mstep: Class 2 contains 49366 members 
Entering Unmasked Estep 
Score: -13281115.000000 Penalty: 3759.686523
	Iteration 22Q: 3 clusters Score -1.328112e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55032 members 
Mstep: Class 2 contains 50658 members 
Entering Unmasked Estep 
Score: -13281210.000000 Penalty: 3759.686523
	Iteration 23Q: 3 clusters Score -1.328121e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53741 members 
Mstep: Class 2 contains 51949 members 
Entering Unmasked Estep 
Score: -13281320.000000 Penalty: 3759.686523
	Iteration 24Q: 3 clusters Score -1.328132e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52497 members 
Mstep: Class 2 contains 53193 members 
Entering Unmasked Estep 
Score: -13281456.000000 Penalty: 3759.686523
	Iteration 25Q: 3 clusters Score -1.328146e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 54353 members 
Entering Unmasked Estep 
Score: -13281605.000000 Penalty: 3759.686523
	Iteration 26Q: 3 clusters Score -1.32816e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50318 members 
Mstep: Class 2 contains 55372 members 
Entering Unmasked Estep 
Score: -13281718.000000 Penalty: 3759.686523
	Iteration 27Q: 3 clusters Score -1.328172e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 56225 members 
Entering Unmasked Estep 
Score: -13281812.000000 Penalty: 3759.686523
	Iteration 28Q: 3 clusters Score -1.328181e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 56916 members 
Entering Unmasked Estep 
Score: -13281793.000000 Penalty: 3759.686523
	Iteration 29Q: 3 clusters Score -1.328179e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48215 members 
Mstep: Class 2 contains 57475 members 
Entering Unmasked Estep 
Score: -13281815.000000 Penalty: 3759.686523
	Iteration 30Q: 3 clusters Score -1.328182e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 58000 members 
Entering Unmasked Estep 
Score: -13281859.000000 Penalty: 3759.686523
	Iteration 31Q: 3 clusters Score -1.328186e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47211 members 
Mstep: Class 2 contains 58479 members 
Entering Unmasked Estep 
Score: -13281802.000000 Penalty: 3759.686523
	Iteration 32Q: 3 clusters Score -1.32818e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 58948 members 
Entering Unmasked Estep 
Score: -13281825.000000 Penalty: 3759.686523
	Iteration 33Q: 3 clusters Score -1.328182e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 59303 members 
Entering Unmasked Estep 
Score: -13281878.000000 Penalty: 3759.686523
	Iteration 34Q: 3 clusters Score -1.328188e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 59553 members 
Entering Unmasked Estep 
Score: -13281850.000000 Penalty: 3759.686523
	Iteration 35Q: 3 clusters Score -1.328185e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 59756 members 
Entering Unmasked Estep 
Score: -13281815.000000 Penalty: 3759.686523
	Iteration 36Q: 3 clusters Score -1.328182e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 59914 members 
Entering Unmasked Estep 
Score: -13281786.000000 Penalty: 3759.686523
	Iteration 37Q: 3 clusters Score -1.328179e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 60052 members 
Entering Unmasked Estep 
Score: -13281801.000000 Penalty: 3759.686523
	Iteration 38Q: 3 clusters Score -1.32818e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 60168 members 
Entering Unmasked Estep 
Score: -13281746.000000 Penalty: 3759.686523
	Iteration 39Q: 3 clusters Score -1.328175e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 60264 members 
Entering Unmasked Estep 
Score: -13281735.000000 Penalty: 3759.686523
	Iteration 40F: 3 clusters Score -1.328174e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 60341 members 
Entering Unmasked Estep 
Score: -13281715.000000 Penalty: 3759.686523
	Iteration 41Q: 3 clusters Score -1.328172e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 60419 members 
Entering Unmasked Estep 
Score: -13281701.000000 Penalty: 3759.686523
	Iteration 42Q: 3 clusters Score -1.32817e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45226 members 
Mstep: Class 2 contains 60464 members 
Entering Unmasked Estep 
Score: -13281702.000000 Penalty: 3759.686523
	Iteration 43Q: 3 clusters Score -1.32817e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 60507 members 
Entering Unmasked Estep 
Score: -13281709.000000 Penalty: 3759.686523
	Iteration 44Q: 3 clusters Score -1.328171e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 60570 members 
Entering Unmasked Estep 
Score: -13281700.000000 Penalty: 3759.686523
	Iteration 45Q: 3 clusters Score -1.32817e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 60625 members 
Entering Unmasked Estep 
Score: -13281707.000000 Penalty: 3759.686523
	Iteration 46Q: 3 clusters Score -1.328171e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 60685 members 
Entering Unmasked Estep 
Score: -13281698.000000 Penalty: 3759.686523
	Iteration 47Q: 3 clusters Score -1.32817e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 60719 members 
Entering Unmasked Estep 
Score: -13281710.000000 Penalty: 3759.686523
	Iteration 48Q: 3 clusters Score -1.328171e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 60760 members 
Entering Unmasked Estep 
Score: -13281716.000000 Penalty: 3759.686523
	Iteration 49Q: 3 clusters Score -1.328172e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 60807 members 
Entering Unmasked Estep 
Score: -13281702.000000 Penalty: 3759.686523
	Iteration 50Q: 3 clusters Score -1.32817e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44846 members 
Mstep: Class 2 contains 60844 members 
Entering Unmasked Estep 
Score: -13281702.000000 Penalty: 3759.686523
	Iteration 51Q: 3 clusters Score -1.32817e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 60866 members 
Entering Unmasked Estep 
Score: -13281712.000000 Penalty: 3759.686523
	Iteration 52Q: 3 clusters Score -1.328171e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 60889 members 
Entering Unmasked Estep 
Score: -13281709.000000 Penalty: 3759.686523
	Iteration 53Q: 3 clusters Score -1.328171e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44776 members 
Mstep: Class 2 contains 60914 members 
Entering Unmasked Estep 
Score: -13281707.000000 Penalty: 3759.686523
	Iteration 54Q: 3 clusters Score -1.328171e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 60932 members 
Entering Unmasked Estep 
Score: -13281705.000000 Penalty: 3759.686523
	Iteration 55Q: 3 clusters Score -1.32817e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 60954 members 
Entering Unmasked Estep 
Score: -13281700.000000 Penalty: 3759.686523
	Iteration 56Q: 3 clusters Score -1.32817e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 60978 members 
Entering Unmasked Estep 
Score: -13281743.000000 Penalty: 3759.686523
	Iteration 57Q: 3 clusters Score -1.328174e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 60994 members 
Entering Unmasked Estep 
Score: -13281725.000000 Penalty: 3759.686523
	Iteration 58Q: 3 clusters Score -1.328172e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 61011 members 
Entering Unmasked Estep 
Score: -13281733.000000 Penalty: 3759.686523
	Iteration 59Q: 3 clusters Score -1.328173e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 61026 members 
Entering Unmasked Estep 
Score: -13281738.000000 Penalty: 3759.686523
	Iteration 60F: 3 clusters Score -1.328174e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -13281734.000000 Penalty: 3759.686523
	Iteration 61Q: 3 clusters Score -1.328173e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 61080 members 
Entering Unmasked Estep 
Score: -13281724.000000 Penalty: 3759.686523
	Iteration 62Q: 3 clusters Score -1.328172e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 61098 members 
Entering Unmasked Estep 
Score: -13281741.000000 Penalty: 3759.686523
	Iteration 63Q: 3 clusters Score -1.328174e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 61124 members 
Entering Unmasked Estep 
Score: -13281750.000000 Penalty: 3759.686523
	Iteration 64Q: 3 clusters Score -1.328175e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 61148 members 
Entering Unmasked Estep 
Score: -13281730.000000 Penalty: 3759.686523
	Iteration 65Q: 3 clusters Score -1.328173e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 61171 members 
Entering Unmasked Estep 
Score: -13281740.000000 Penalty: 3759.686523
	Iteration 66Q: 3 clusters Score -1.328174e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 61189 members 
Entering Unmasked Estep 
Score: -13281734.000000 Penalty: 3759.686523
	Iteration 67Q: 3 clusters Score -1.328173e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 61207 members 
Entering Unmasked Estep 
Score: -13281720.000000 Penalty: 3759.686523
	Iteration 68Q: 3 clusters Score -1.328172e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 61224 members 
Entering Unmasked Estep 
Score: -13281737.000000 Penalty: 3759.686523
	Iteration 69Q: 3 clusters Score -1.328174e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 61241 members 
Entering Unmasked Estep 
Score: -13281725.000000 Penalty: 3759.686523
	Iteration 70Q: 3 clusters Score -1.328172e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 61255 members 
Entering Unmasked Estep 
Score: -13281718.000000 Penalty: 3759.686523
	Iteration 71Q: 3 clusters Score -1.328172e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 61273 members 
Entering Unmasked Estep 
Score: -13281726.000000 Penalty: 3759.686523
	Iteration 72Q: 3 clusters Score -1.328173e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 61295 members 
Entering Unmasked Estep 
Score: -13281712.000000 Penalty: 3759.686523
	Iteration 73Q: 3 clusters Score -1.328171e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 61321 members 
Entering Unmasked Estep 
Score: -13281709.000000 Penalty: 3759.686523
	Iteration 74Q: 3 clusters Score -1.328171e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 61338 members 
Entering Unmasked Estep 
Score: -13281712.000000 Penalty: 3759.686523
	Iteration 75Q: 3 clusters Score -1.328171e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 61353 members 
Entering Unmasked Estep 
Score: -13281709.000000 Penalty: 3759.686523
	Iteration 76Q: 3 clusters Score -1.328171e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 61377 members 
Entering Unmasked Estep 
Score: -13281706.000000 Penalty: 3759.686523
	Iteration 77Q: 3 clusters Score -1.328171e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 61405 members 
Entering Unmasked Estep 
Score: -13281700.000000 Penalty: 3759.686523
	Iteration 78Q: 3 clusters Score -1.32817e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 61421 members 
Entering Unmasked Estep 
Score: -13281690.000000 Penalty: 3759.686523
	Iteration 79Q: 3 clusters Score -1.328169e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44247 members 
Mstep: Class 2 contains 61443 members 
Entering Unmasked Estep 
Score: -13281708.000000 Penalty: 3759.686523
	Iteration 80F: 3 clusters Score -1.328171e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 61480 members 
Entering Unmasked Estep 
Score: -13281700.000000 Penalty: 3759.686523
	Iteration 81Q: 3 clusters Score -1.32817e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 61509 members 
Entering Unmasked Estep 
Score: -13281684.000000 Penalty: 3759.686523
	Iteration 82Q: 3 clusters Score -1.328168e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 61537 members 
Entering Unmasked Estep 
Score: -13281691.000000 Penalty: 3759.686523
	Iteration 83Q: 3 clusters Score -1.328169e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 61555 members 
Entering Unmasked Estep 
Score: -13281690.000000 Penalty: 3759.686523
	Iteration 84Q: 3 clusters Score -1.328169e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 61577 members 
Entering Unmasked Estep 
Score: -13281696.000000 Penalty: 3759.686523
	Iteration 85Q: 3 clusters Score -1.32817e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 61607 members 
Entering Unmasked Estep 
Score: -13281679.000000 Penalty: 3759.686523
	Iteration 86Q: 3 clusters Score -1.328168e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 61649 members 
Entering Unmasked Estep 
Score: -13281687.000000 Penalty: 3759.686523
	Iteration 87Q: 3 clusters Score -1.328169e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 61691 members 
Entering Unmasked Estep 
Score: -13281697.000000 Penalty: 3759.686523
	Iteration 88Q: 3 clusters Score -1.32817e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 61732 members 
Entering Unmasked Estep 
Score: -13281702.000000 Penalty: 3759.686523
	Iteration 89Q: 3 clusters Score -1.32817e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 61786 members 
Entering Unmasked Estep 
Score: -13281675.000000 Penalty: 3759.686523
	Iteration 90Q: 3 clusters Score -1.328168e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 61851 members 
Entering Unmasked Estep 
Score: -13281668.000000 Penalty: 3759.686523
	Iteration 91Q: 3 clusters Score -1.328167e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 61917 members 
Entering Unmasked Estep 
Score: -13281649.000000 Penalty: 3759.686523
	Iteration 92Q: 3 clusters Score -1.328165e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 61990 members 
Entering Unmasked Estep 
Score: -13281630.000000 Penalty: 3759.686523
	Iteration 93Q: 3 clusters Score -1.328163e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 62072 members 
Entering Unmasked Estep 
Score: -13281630.000000 Penalty: 3759.686523
	Iteration 94Q: 3 clusters Score -1.328163e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 62140 members 
Entering Unmasked Estep 
Score: -13281635.000000 Penalty: 3759.686523
	Iteration 95Q: 3 clusters Score -1.328164e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 62229 members 
Entering Unmasked Estep 
Score: -13281640.000000 Penalty: 3759.686523
	Iteration 96Q: 3 clusters Score -1.328164e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43350 members 
Mstep: Class 2 contains 62340 members 
Entering Unmasked Estep 
Score: -13281633.000000 Penalty: 3759.686523
	Iteration 97Q: 3 clusters Score -1.328163e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 62452 members 
Entering Unmasked Estep 
Score: -13281622.000000 Penalty: 3759.686523
	Iteration 98Q: 3 clusters Score -1.328162e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 62561 members 
Entering Unmasked Estep 
Score: -13281637.000000 Penalty: 3759.686523
	Iteration 99Q: 3 clusters Score -1.328164e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 62683 members 
Entering Unmasked Estep 
Score: -13281646.000000 Penalty: 3759.686523
	Iteration 100F: 3 clusters Score -1.328165e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 62834 members 
Entering Unmasked Estep 
Score: -13281663.000000 Penalty: 3759.686523
	Iteration 101Q: 3 clusters Score -1.328166e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 63015 members 
Entering Unmasked Estep 
Score: -13281665.000000 Penalty: 3759.686523
	Iteration 102Q: 3 clusters Score -1.328166e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 63200 members 
Entering Unmasked Estep 
Score: -13281669.000000 Penalty: 3759.686523
	Iteration 103Q: 3 clusters Score -1.328167e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 63378 members 
Entering Unmasked Estep 
Score: -13281649.000000 Penalty: 3759.686523
	Iteration 104Q: 3 clusters Score -1.328165e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 63575 members 
Entering Unmasked Estep 
Score: -13281652.000000 Penalty: 3759.686523
	Iteration 105Q: 3 clusters Score -1.328165e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 63756 members 
Entering Unmasked Estep 
Score: -13281636.000000 Penalty: 3759.686523
	Iteration 106Q: 3 clusters Score -1.328164e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 63938 members 
Entering Unmasked Estep 
Score: -13281617.000000 Penalty: 3759.686523
	Iteration 107Q: 3 clusters Score -1.328162e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 64152 members 
Entering Unmasked Estep 
Score: -13281581.000000 Penalty: 3759.686523
	Iteration 108Q: 3 clusters Score -1.328158e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 64405 members 
Entering Unmasked Estep 
Score: -13281616.000000 Penalty: 3759.686523
	Iteration 109Q: 3 clusters Score -1.328162e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41016 members 
Mstep: Class 2 contains 64674 members 
Entering Unmasked Estep 
Score: -13281580.000000 Penalty: 3759.686523
	Iteration 110Q: 3 clusters Score -1.328158e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 64940 members 
Entering Unmasked Estep 
Score: -13281634.000000 Penalty: 3759.686523
	Iteration 111Q: 3 clusters Score -1.328163e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 65220 members 
Entering Unmasked Estep 
Score: -13281670.000000 Penalty: 3759.686523
	Iteration 112Q: 3 clusters Score -1.328167e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 65526 members 
Entering Unmasked Estep 
Score: -13281646.000000 Penalty: 3759.686523
	Iteration 113Q: 3 clusters Score -1.328165e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 65846 members 
Entering Unmasked Estep 
Score: -13281648.000000 Penalty: 3759.686523
	Iteration 114Q: 3 clusters Score -1.328165e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 66185 members 
Entering Unmasked Estep 
Score: -13281651.000000 Penalty: 3759.686523
	Iteration 115Q: 3 clusters Score -1.328165e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 66540 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1.328165e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 66920 members 
Entering Unmasked Estep 
Score: -13281706.000000 Penalty: 3759.686523
	Iteration 117Q: 3 clusters Score -1.328171e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 67297 members 
Entering Unmasked Estep 
Score: -13281735.000000 Penalty: 3759.686523
	Iteration 118Q: 3 clusters Score -1.328174e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 67651 members 
Entering Unmasked Estep 
Score: -13281744.000000 Penalty: 3759.686523
	Iteration 119Q: 3 clusters Score -1.328174e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 67997 members 
Entering Unmasked Estep 
Score: -13281756.000000 Penalty: 3759.686523
	Iteration 120F: 3 clusters Score -1.328176e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 68354 members 
Entering Unmasked Estep 
Score: -13281745.000000 Penalty: 3759.686523
	Iteration 121Q: 3 clusters Score -1.328174e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 68773 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1.328175e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 69167 members 
Entering Unmasked Estep 
Score: -13281750.000000 Penalty: 3759.686523
	Iteration 123Q: 3 clusters Score -1.328175e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36151 members 
Mstep: Class 2 contains 69539 members 
Entering Unmasked Estep 
Score: -13281737.000000 Penalty: 3759.686523
	Iteration 124Q: 3 clusters Score -1.328174e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 69951 members 
Entering Unmasked Estep 
Score: -13281778.000000 Penalty: 3759.686523
	Iteration 125Q: 3 clusters Score -1.328178e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 70369 members 
Entering Unmasked Estep 
Score: -13281758.000000 Penalty: 3759.686523
	Iteration 126Q: 3 clusters Score -1.328176e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 70777 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1.328176e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 71173 members 
Entering Unmasked Estep 
Score: -13281771.000000 Penalty: 3759.686523
	Iteration 128Q: 3 clusters Score -1.328177e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 71608 members 
Entering Unmasked Estep 
Score: -13281770.000000 Penalty: 3759.686523
	Iteration 129Q: 3 clusters Score -1.328177e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 72118 members 
Entering Unmasked Estep 
Score: -13281799.000000 Penalty: 3759.686523
	Iteration 130Q: 3 clusters Score -1.32818e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 72695 members 
Entering Unmasked Estep 
Score: -13281802.000000 Penalty: 3759.686523
	Iteration 131Q: 3 clusters Score -1.32818e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 73280 members 
Entering Unmasked Estep 
Score: -13281834.000000 Penalty: 3759.686523
	Iteration 132Q: 3 clusters Score -1.328183e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 73855 members 
Entering Unmasked Estep 
Score: -13281874.000000 Penalty: 3759.686523
	Iteration 133Q: 3 clusters Score -1.328187e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 74499 members 
Entering Unmasked Estep 
Score: -13281873.000000 Penalty: 3759.686523
	Iteration 134Q: 3 clusters Score -1.328187e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 75167 members 
Entering Unmasked Estep 
Score: -13281824.000000 Penalty: 3759.686523
	Iteration 135Q: 3 clusters Score -1.328182e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 75866 members 
Entering Unmasked Estep 
Score: -13281923.000000 Penalty: 3759.686523
	Iteration 136Q: 3 clusters Score -1.328192e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 76686 members 
Entering Unmasked Estep 
Score: -13281993.000000 Penalty: 3759.686523
	Iteration 137Q: 3 clusters Score -1.328199e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 77504 members 
Entering Unmasked Estep 
Score: -13282066.000000 Penalty: 3759.686523
	Iteration 138Q: 3 clusters Score -1.328207e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 78365 members 
Entering Unmasked Estep 
Score: -13282048.000000 Penalty: 3759.686523
	Iteration 139Q: 3 clusters Score -1.328205e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 79255 members 
Entering Unmasked Estep 
Score: -13282129.000000 Penalty: 3759.686523
	Iteration 140F: 3 clusters Score -1.328213e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 80174 members 
Entering Unmasked Estep 
Score: -13282194.000000 Penalty: 3759.686523
	Iteration 141Q: 3 clusters Score -1.328219e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 81204 members 
Entering Unmasked Estep 
Score: -13282209.000000 Penalty: 3759.686523
	Iteration 142Q: 3 clusters Score -1.328221e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 82279 members 
Entering Unmasked Estep 
Score: -13282302.000000 Penalty: 3759.686523
	Iteration 143Q: 3 clusters Score -1.32823e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 83441 members 
Entering Unmasked Estep 
Score: -13282402.000000 Penalty: 3759.686523
	Iteration 144Q: 3 clusters Score -1.32824e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 84646 members 
Entering Unmasked Estep 
Score: -13282534.000000 Penalty: 3759.686523
	Iteration 145Q: 3 clusters Score -1.328253e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 85880 members 
Entering Unmasked Estep 
Score: -13282649.000000 Penalty: 3759.686523
	Iteration 146Q: 3 clusters Score -1.328265e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 87198 members 
Entering Unmasked Estep 
Score: -13282814.000000 Penalty: 3759.686523
	Iteration 147Q: 3 clusters Score -1.328281e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 88578 members 
Entering Unmasked Estep 
Score: -13282966.000000 Penalty: 3759.686523
	Iteration 148Q: 3 clusters Score -1.328297e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 89971 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1.328336e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 91290 members 
Entering Unmasked Estep 
Score: -13283919.000000 Penalty: 3759.686523
	Iteration 150Q: 3 clusters Score -1.328392e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 92402 members 
Entering Unmasked Estep 
Score: -13284358.000000 Penalty: 3759.686523
	Iteration 151Q: 3 clusters Score -1.328436e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 93345 members 
Entering Unmasked Estep 
Score: -13284775.000000 Penalty: 3759.686523
	Iteration 152Q: 3 clusters Score -1.328478e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 94205 members 
Entering Unmasked Estep 
Score: -13285104.000000 Penalty: 3759.686523
	Iteration 153Q: 3 clusters Score -1.32851e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 94981 members 
Entering Unmasked Estep 
Score: -13285359.000000 Penalty: 3759.686523
	Iteration 154Q: 3 clusters Score -1.328536e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 95719 members 
Entering Unmasked Estep 
Score: -13285527.000000 Penalty: 3759.686523
	Iteration 155Q: 3 clusters Score -1.328553e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 96340 members 
Entering Unmasked Estep 
Score: -13285682.000000 Penalty: 3759.686523
	Iteration 156Q: 3 clusters Score -1.328568e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 96936 members 
Entering Unmasked Estep 
Score: -13285822.000000 Penalty: 3759.686523
	Iteration 157Q: 3 clusters Score -1.328582e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 97472 members 
Entering Unmasked Estep 
Score: -13285937.000000 Penalty: 3759.686523
	Iteration 158Q: 3 clusters Score -1.328594e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 97998 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1.328604e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 98555 members 
Entering Unmasked Estep 
Score: -13286087.000000 Penalty: 3759.686523
	Iteration 160F: 3 clusters Score -1.328609e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 99026 members 
Entering Unmasked Estep 
Score: -13286166.000000 Penalty: 3759.686523
	Iteration 161Q: 3 clusters Score -1.328617e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 99435 members 
Entering Unmasked Estep 
Score: -13286192.000000 Penalty: 3759.686523
	Iteration 162Q: 3 clusters Score -1.328619e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 99807 members 
Entering Unmasked Estep 
Score: -13286154.000000 Penalty: 3759.686523
	Iteration 163Q: 3 clusters Score -1.328615e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 100170 members 
Entering Unmasked Estep 
Score: -13286149.000000 Penalty: 3759.686523
	Iteration 164Q: 3 clusters Score -1.328615e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 100515 members 
Entering Unmasked Estep 
Score: -13286159.000000 Penalty: 3759.686523
	Iteration 165Q: 3 clusters Score -1.328616e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 100846 members 
Entering Unmasked Estep 
Score: -13286184.000000 Penalty: 3759.686523
	Iteration 166Q: 3 clusters Score -1.328618e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 101143 members 
Entering Unmasked Estep 
Score: -13286210.000000 Penalty: 3759.686523
	Iteration 167Q: 3 clusters Score -1.328621e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 101398 members 
Entering Unmasked Estep 
Score: -13286180.000000 Penalty: 3759.686523
	Iteration 168Q: 3 clusters Score -1.328618e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 101624 members 
Entering Unmasked Estep 
Score: -13286163.000000 Penalty: 3759.686523
	Iteration 169Q: 3 clusters Score -1.328616e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 101820 members 
Entering Unmasked Estep 
Score: -13286135.000000 Penalty: 3759.686523
	Iteration 170Q: 3 clusters Score -1.328614e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 102000 members 
Entering Unmasked Estep 
Score: -13286125.000000 Penalty: 3759.686523
	Iteration 171Q: 3 clusters Score -1.328612e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 102157 members 
Entering Unmasked Estep 
Score: -13286081.000000 Penalty: 3759.686523
	Iteration 172Q: 3 clusters Score -1.328608e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 102300 members 
Entering Unmasked Estep 
Score: -13286060.000000 Penalty: 3759.686523
	Iteration 173Q: 3 clusters Score -1.328606e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 102422 members 
Entering Unmasked Estep 
Score: -13286033.000000 Penalty: 3759.686523
	Iteration 174Q: 3 clusters Score -1.328603e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 102514 members 
Entering Unmasked Estep 
Score: -13286048.000000 Penalty: 3759.686523
	Iteration 175Q: 3 clusters Score -1.328605e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 102602 members 
Entering Unmasked Estep 
Score: -13286028.000000 Penalty: 3759.686523
	Iteration 176Q: 3 clusters Score -1.328603e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 102679 members 
Entering Unmasked Estep 
Score: -13286051.000000 Penalty: 3759.686523
	Iteration 177Q: 3 clusters Score -1.328605e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 102740 members 
Entering Unmasked Estep 
Score: -13286042.000000 Penalty: 3759.686523
	Iteration 178Q: 3 clusters Score -1.328604e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 102794 members 
Entering Unmasked Estep 
Score: -13286018.000000 Penalty: 3759.686523
	Iteration 179Q: 3 clusters Score -1.328602e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 102838 members 
Entering Unmasked Estep 
Score: -13285994.000000 Penalty: 3759.686523
	Iteration 180F: 3 clusters Score -1.328599e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 102882 members 
Entering Unmasked Estep 
Score: -13285985.000000 Penalty: 3759.686523
	Iteration 181Q: 3 clusters Score -1.328598e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 102923 members 
Entering Unmasked Estep 
Score: -13285967.000000 Penalty: 3759.686523
	Iteration 182Q: 3 clusters Score -1.328597e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 102949 members 
Entering Unmasked Estep 
Score: -13285972.000000 Penalty: 3759.686523
	Iteration 183Q: 3 clusters Score -1.328597e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 102973 members 
Entering Unmasked Estep 
Score: -13285967.000000 Penalty: 3759.686523
	Iteration 184Q: 3 clusters Score -1.328597e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 102987 members 
Entering Unmasked Estep 
Score: -13285971.000000 Penalty: 3759.686523
	Iteration 185Q: 3 clusters Score -1.328597e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 102999 members 
Entering Unmasked Estep 
Score: -13285964.000000 Penalty: 3759.686523
	Iteration 186Q: 3 clusters Score -1.328596e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 103013 members 
Entering Unmasked Estep 
Score: -13285962.000000 Penalty: 3759.686523
	Iteration 187Q: 3 clusters Score -1.328596e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 103026 members 
Entering Unmasked Estep 
Score: -13285963.000000 Penalty: 3759.686523
	Iteration 188Q: 3 clusters Score -1.328596e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 103038 members 
Entering Unmasked Estep 
Score: -13285944.000000 Penalty: 3759.686523
	Iteration 189Q: 3 clusters Score -1.328594e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 103049 members 
Entering Unmasked Estep 
Score: -13285941.000000 Penalty: 3759.686523
	Iteration 190Q: 3 clusters Score -1.328594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 103061 members 
Entering Unmasked Estep 
Score: -13285937.000000 Penalty: 3759.686523
	Iteration 191Q: 3 clusters Score -1.328594e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 103072 members 
Entering Unmasked Estep 
Score: -13285923.000000 Penalty: 3759.686523
	Iteration 192Q: 3 clusters Score -1.328592e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 103089 members 
Entering Unmasked Estep 
Score: -13285918.000000 Penalty: 3759.686523
	Iteration 193Q: 3 clusters Score -1.328592e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 103099 members 
Entering Unmasked Estep 
Score: -13285914.000000 Penalty: 3759.686523
	Iteration 194Q: 3 clusters Score -1.328591e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 103111 members 
Entering Unmasked Estep 
Score: -13285916.000000 Penalty: 3759.686523
	Iteration 195Q: 3 clusters Score -1.328592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 103120 members 
Entering Unmasked Estep 
Score: -13285919.000000 Penalty: 3759.686523
	Iteration 196Q: 3 clusters Score -1.328592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 103126 members 
Entering Unmasked Estep 
Score: -13285899.000000 Penalty: 3759.686523
	Iteration 197Q: 3 clusters Score -1.32859e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 103134 members 
Entering Unmasked Estep 
Score: -13285908.000000 Penalty: 3759.686523
	Iteration 198Q: 3 clusters Score -1.328591e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 103140 members 
Entering Unmasked Estep 
Score: -13285900.000000 Penalty: 3759.686523
	Iteration 199Q: 3 clusters Score -1.32859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 103146 members 
Entering Unmasked Estep 
Score: -13285900.000000 Penalty: 3759.686523
	Iteration 200F: 3 clusters Score -1.32859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 103150 members 
Entering Unmasked Estep 
Score: -13285900.000000 Penalty: 3759.686523
	Iteration 201Q: 3 clusters Score -1.32859e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 103157 members 
Entering Unmasked Estep 
Score: -13285893.000000 Penalty: 3759.686523
	Iteration 202Q: 3 clusters Score -1.328589e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 103164 members 
Entering Unmasked Estep 
Score: -13285905.000000 Penalty: 3759.686523
	Iteration 203Q: 3 clusters Score -1.32859e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 103176 members 
Entering Unmasked Estep 
Score: -13285915.000000 Penalty: 3759.686523
	Iteration 204Q: 3 clusters Score -1.328592e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 103187 members 
Entering Unmasked Estep 
Score: -13285899.000000 Penalty: 3759.686523
	Iteration 205Q: 3 clusters Score -1.32859e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 103199 members 
Entering Unmasked Estep 
Score: -13285902.000000 Penalty: 3759.686523
	Iteration 206Q: 3 clusters Score -1.32859e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 103211 members 
Entering Unmasked Estep 
Score: -13285889.000000 Penalty: 3759.686523
	Iteration 207Q: 3 clusters Score -1.328589e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 103227 members 
Entering Unmasked Estep 
Score: -13285891.000000 Penalty: 3759.686523
	Iteration 208Q: 3 clusters Score -1.328589e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 103242 members 
Entering Unmasked Estep 
Score: -13285890.000000 Penalty: 3759.686523
	Iteration 209Q: 3 clusters Score -1.328589e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 103259 members 
Entering Unmasked Estep 
Score: -13285884.000000 Penalty: 3759.686523
	Iteration 210Q: 3 clusters Score -1.328588e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 103273 members 
Entering Unmasked Estep 
Score: -13285882.000000 Penalty: 3759.686523
	Iteration 211Q: 3 clusters Score -1.328588e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 103278 members 
Entering Unmasked Estep 
Score: -13285871.000000 Penalty: 3759.686523
	Iteration 212Q: 3 clusters Score -1.328587e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 103298 members 
Entering Unmasked Estep 
Score: -13285874.000000 Penalty: 3759.686523
	Iteration 213Q: 3 clusters Score -1.328587e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 103314 members 
Entering Unmasked Estep 
Score: -13285873.000000 Penalty: 3759.686523
	Iteration 214Q: 3 clusters Score -1.328587e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 103325 members 
Entering Unmasked Estep 
Score: -13285878.000000 Penalty: 3759.686523
	Iteration 215Q: 3 clusters Score -1.328588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 103332 members 
Entering Unmasked Estep 
Score: -13285869.000000 Penalty: 3759.686523
	Iteration 216Q: 3 clusters Score -1.328587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 103336 members 
Entering Unmasked Estep 
Score: -13285867.000000 Penalty: 3759.686523
	Iteration 217Q: 3 clusters Score -1.328587e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 103343 members 
Entering Unmasked Estep 
Score: -13285867.000000 Penalty: 3759.686523
	Iteration 218Q: 3 clusters Score -1.328587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 103347 members 
Entering Unmasked Estep 
Score: -13285872.000000 Penalty: 3759.686523
	Iteration 219Q: 3 clusters Score -1.328587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 103349 members 
Entering Unmasked Estep 
Score: -13285867.000000 Penalty: 3759.686523
	Iteration 220F: 3 clusters Score -1.328587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 103351 members 
Entering Unmasked Estep 
Score: -13285861.000000 Penalty: 3759.686523
	Iteration 221Q: 3 clusters Score -1.328586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 103355 members 
Entering Unmasked Estep 
Score: -13285861.000000 Penalty: 3759.686523
	Iteration 222Q: 3 clusters Score -1.328586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 103362 members 
Entering Unmasked Estep 
Score: -13285868.000000 Penalty: 3759.686523
	Iteration 223Q: 3 clusters Score -1.328587e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 103367 members 
Entering Unmasked Estep 
Score: -13285875.000000 Penalty: 3759.686523
	Iteration 224Q: 3 clusters Score -1.328588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 103372 members 
Entering Unmasked Estep 
Score: -13285870.000000 Penalty: 3759.686523
	Iteration 225Q: 3 clusters Score -1.328587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 103377 members 
Entering Unmasked Estep 
Score: -13285847.000000 Penalty: 3759.686523
	Iteration 226Q: 3 clusters Score -1.328585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 103382 members 
Entering Unmasked Estep 
Score: -13285844.000000 Penalty: 3759.686523
	Iteration 227Q: 3 clusters Score -1.328584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 103390 members 
Entering Unmasked Estep 
Score: -13285837.000000 Penalty: 3759.686523
	Iteration 228Q: 3 clusters Score -1.328584e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 103393 members 
Entering Unmasked Estep 
Score: -13285839.000000 Penalty: 3759.686523
	Iteration 229Q: 3 clusters Score -1.328584e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 103398 members 
Entering Unmasked Estep 
Score: -13285829.000000 Penalty: 3759.686523
	Iteration 230Q: 3 clusters Score -1.328583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 103401 members 
Entering Unmasked Estep 
Score: -13285832.000000 Penalty: 3759.686523
	Iteration 231Q: 3 clusters Score -1.328583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 103403 members 
Entering Unmasked Estep 
Score: -13285835.000000 Penalty: 3759.686523
	Iteration 232Q: 3 clusters Score -1.328584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 103405 members 
Entering Unmasked Estep 
Score: -13285816.000000 Penalty: 3759.686523
	Iteration 233Q: 3 clusters Score -1.328582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 103408 members 
Entering Unmasked Estep 
Score: -13285815.000000 Penalty: 3759.686523
	Iteration 234Q: 3 clusters Score -1.328582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 103409 members 
Entering Unmasked Estep 
Score: -13285815.000000 Penalty: 3759.686523
	Iteration 235Q: 3 clusters Score -1.328582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 103410 members 
Entering Unmasked Estep 
Score: -13285809.000000 Penalty: 3759.686523
	Iteration 236Q: 3 clusters Score -1.328581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 103411 members 
Entering Unmasked Estep 
Score: -13285811.000000 Penalty: 3759.686523
	Iteration 237Q: 3 clusters Score -1.328581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 103412 members 
Entering Unmasked Estep 
Score: -13285805.000000 Penalty: 3759.686523
	Iteration 238Q: 3 clusters Score -1.32858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 103412 members 
Entering Unmasked Estep 
Score: -13285805.000000 Penalty: 3759.686523
	Iteration 239F: 3 clusters Score -1.32858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Entering Unmasked Estep 
Score: -1180778.375000 Penalty: 1487.693848
	Iteration 0F: 2 clusters Score -1180778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1173998.000000 Penalty: 2975.387695
	Iteration 0F: 3 clusters Score -1173998 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1176407.625000 Penalty: 2975.387695
	Iteration 1F: 3 clusters Score -1176408 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1176955.375000 Penalty: 2975.387695
	Iteration 2F: 3 clusters Score -1176955 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1177615.000000 Penalty: 2975.387695
	Iteration 3F: 3 clusters Score -1177615 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1178338.625000 Penalty: 2975.387695
	Iteration 4F: 3 clusters Score -1178339 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1179004.000000 Penalty: 2975.387695
	Iteration 5F: 3 clusters Score -1179004 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1179376.625000 Penalty: 2975.387695
	Iteration 6F: 3 clusters Score -1179377 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1179572.125000 Penalty: 2975.387695
	Iteration 7Q: 3 clusters Score -1179572 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1179676.875000 Penalty: 2975.387695
	Iteration 8Q: 3 clusters Score -1179677 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1179742.125000 Penalty: 2975.387695
	Iteration 9Q: 3 clusters Score -1179742 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1179776.625000 Penalty: 2975.387695
	Iteration 10Q: 3 clusters Score -1179777 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1179800.875000 Penalty: 2975.387695
	Iteration 11Q: 3 clusters Score -1179801 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1179817.375000 Penalty: 2975.387695
	Iteration 12Q: 3 clusters Score -1179817 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1179831.000000 Penalty: 2975.387695
	Iteration 13Q: 3 clusters Score -1179831 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1179836.750000 Penalty: 2975.387695
	Iteration 14Q: 3 clusters Score -1179837 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1179851.000000 Penalty: 2975.387695
	Iteration 15Q: 3 clusters Score -1179851 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1179859.375000 Penalty: 2975.387695
	Iteration 16Q: 3 clusters Score -1179859 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1179868.625000 Penalty: 2975.387695
	Iteration 17Q: 3 clusters Score -1179869 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1179870.500000 Penalty: 2975.387695
	Iteration 18Q: 3 clusters Score -1179870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1179875.250000 Penalty: 2975.387695
	Iteration 19Q: 3 clusters Score -1179875 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1179885.250000 Penalty: 2975.387695
	Iteration 20F: 3 clusters Score -1179885 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1179887.500000 Penalty: 2975.387695
	Iteration 21Q: 3 clusters Score -1179888 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1179898.500000 Penalty: 2975.387695
	Iteration 22Q: 3 clusters Score -1179898 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1179909.625000 Penalty: 2975.387695
	Iteration 23Q: 3 clusters Score -1179910 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1179917.750000 Penalty: 2975.387695
	Iteration 24Q: 3 clusters Score -1179918 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1179926.375000 Penalty: 2975.387695
	Iteration 25Q: 3 clusters Score -1179926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1179932.000000 Penalty: 2975.387695
	Iteration 26Q: 3 clusters Score -1179932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1179946.000000 Penalty: 2975.387695
	Iteration 27Q: 3 clusters Score -1179946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1179949.500000 Penalty: 2975.387695
	Iteration 28Q: 3 clusters Score -1179950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1179953.125000 Penalty: 2975.387695
	Iteration 29Q: 3 clusters Score -1179953 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1179962.625000 Penalty: 2975.387695
	Iteration 30Q: 3 clusters Score -1179963 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1179971.250000 Penalty: 2975.387695
	Iteration 31Q: 3 clusters Score -1179971 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1179984.750000 Penalty: 2975.387695
	Iteration 32Q: 3 clusters Score -1179985 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1180000.125000 Penalty: 2975.387695
	Iteration 33Q: 3 clusters Score -1180000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1180006.125000 Penalty: 2975.387695
	Iteration 34Q: 3 clusters Score -1180006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1180015.500000 Penalty: 2975.387695
	Iteration 35Q: 3 clusters Score -1180016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1180017.250000 Penalty: 2975.387695
	Iteration 36Q: 3 clusters Score -1180017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1180018.875000 Penalty: 2975.387695
	Iteration 37Q: 3 clusters Score -1180019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1180020.625000 Penalty: 2975.387695
	Iteration 38Q: 3 clusters Score -1180021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1180023.125000 Penalty: 2975.387695
	Iteration 39Q: 3 clusters Score -1180023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1180021.625000 Penalty: 2975.387695
	Iteration 40F: 3 clusters Score -1180022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1180027.750000 Penalty: 2975.387695
	Iteration 41Q: 3 clusters Score -1180028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1180030.750000 Penalty: 2975.387695
	Iteration 42Q: 3 clusters Score -1180031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1180030.250000 Penalty: 2975.387695
	Iteration 43Q: 3 clusters Score -1180030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1180029.500000 Penalty: 2975.387695
	Iteration 44Q: 3 clusters Score -1180030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1180030.750000 Penalty: 2975.387695
	Iteration 45Q: 3 clusters Score -1180031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1180036.125000 Penalty: 2975.387695
	Iteration 46Q: 3 clusters Score -1180036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1180033.750000 Penalty: 2975.387695
	Iteration 47Q: 3 clusters Score -1180034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1180038.375000 Penalty: 2975.387695
	Iteration 48Q: 3 clusters Score -1180038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1180039.375000 Penalty: 2975.387695
	Iteration 49Q: 3 clusters Score -1180039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1180042.375000 Penalty: 2975.387695
	Iteration 50Q: 3 clusters Score -1180042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1180043.500000 Penalty: 2975.387695
	Iteration 51Q: 3 clusters Score -1180044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1180041.250000 Penalty: 2975.387695
	Iteration 52Q: 3 clusters Score -1180041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1180042.125000 Penalty: 2975.387695
	Iteration 53Q: 3 clusters Score -1180042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1180041.375000 Penalty: 2975.387695
	Iteration 54Q: 3 clusters Score -1180041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1180041.375000 Penalty: 2975.387695
	Iteration 55F: 3 clusters Score -1180041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (109080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109080 members 
Entering Unmasked Estep 
Score: -13711540.000000 Penalty: 1884.973511
	Iteration 0F: 2 clusters Score -1.371154e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -13642476.000000 Penalty: 3769.947021
	Iteration 0F: 3 clusters Score -1.364248e+07 nChanged 52178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54100 members 
Mstep: Class 2 contains 54980 members 
Entering Unmasked Estep 
Score: -13673043.000000 Penalty: 3769.947021
	Iteration 1F: 3 clusters Score -1.367304e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53797 members 
Mstep: Class 2 contains 55283 members 
Entering Unmasked Estep 
Score: -13674129.000000 Penalty: 3769.947021
	Iteration 2Q: 3 clusters Score -1.367413e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 55687 members 
Entering Unmasked Estep 
Score: -13676109.000000 Penalty: 3769.947021
	Iteration 3Q: 3 clusters Score -1.367611e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 56097 members 
Entering Unmasked Estep 
Score: -13679034.000000 Penalty: 3769.947021
	Iteration 4F: 3 clusters Score -1.367903e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52487 members 
Mstep: Class 2 contains 56593 members 
Entering Unmasked Estep 
Score: -13683202.000000 Penalty: 3769.947021
	Iteration 5F: 3 clusters Score -1.36832e+07 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51916 members 
Mstep: Class 2 contains 57164 members 
Entering Unmasked Estep 
Score: -13688827.000000 Penalty: 3769.947021
	Iteration 6F: 3 clusters Score -1.368883e+07 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 57836 members 
Entering Unmasked Estep 
Score: -13694680.000000 Penalty: 3769.947021
	Iteration 7F: 3 clusters Score -1.369468e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50331 members 
Mstep: Class 2 contains 58749 members 
Entering Unmasked Estep 
Score: -13698923.000000 Penalty: 3769.947021
	Iteration 8F: 3 clusters Score -1.369892e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49066 members 
Mstep: Class 2 contains 60014 members 
Entering Unmasked Estep 
Score: -13700912.000000 Penalty: 3769.947021
	Iteration 9Q: 3 clusters Score -1.370091e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 61573 members 
Entering Unmasked Estep 
Score: -13701600.000000 Penalty: 3769.947021
	Iteration 10Q: 3 clusters Score -1.37016e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 63204 members 
Entering Unmasked Estep 
Score: -13702078.000000 Penalty: 3769.947021
	Iteration 11Q: 3 clusters Score -1.370208e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 64824 members 
Entering Unmasked Estep 
Score: -13702281.000000 Penalty: 3769.947021
	Iteration 12Q: 3 clusters Score -1.370228e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 66439 members 
Entering Unmasked Estep 
Score: -13702523.000000 Penalty: 3769.947021
	Iteration 13Q: 3 clusters Score -1.370252e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 68292 members 
Entering Unmasked Estep 
Score: -13702729.000000 Penalty: 3769.947021
	Iteration 14Q: 3 clusters Score -1.370273e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 70425 members 
Entering Unmasked Estep 
Score: -13703081.000000 Penalty: 3769.947021
	Iteration 15Q: 3 clusters Score -1.370308e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 72661 members 
Entering Unmasked Estep 
Score: -13703301.000000 Penalty: 3769.947021
	Iteration 16Q: 3 clusters Score -1.37033e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 74976 members 
Entering Unmasked Estep 
Score: -13703637.000000 Penalty: 3769.947021
	Iteration 17Q: 3 clusters Score -1.370364e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 77345 members 
Entering Unmasked Estep 
Score: -13703936.000000 Penalty: 3769.947021
	Iteration 18Q: 3 clusters Score -1.370394e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 79728 members 
Entering Unmasked Estep 
Score: -13704103.000000 Penalty: 3769.947021
	Iteration 19Q: 3 clusters Score -1.37041e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 82172 members 
Entering Unmasked Estep 
Score: -13704417.000000 Penalty: 3769.947021
	Iteration 20F: 3 clusters Score -1.370442e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 84736 members 
Entering Unmasked Estep 
Score: -13704827.000000 Penalty: 3769.947021
	Iteration 21Q: 3 clusters Score -1.370483e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 87352 members 
Entering Unmasked Estep 
Score: -13705300.000000 Penalty: 3769.947021
	Iteration 22Q: 3 clusters Score -1.37053e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 89911 members 
Entering Unmasked Estep 
Score: -13705913.000000 Penalty: 3769.947021
	Iteration 23Q: 3 clusters Score -1.370591e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 92419 members 
Entering Unmasked Estep 
Score: -13707501.000000 Penalty: 3769.947021
	Iteration 24Q: 3 clusters Score -1.37075e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 94420 members 
Entering Unmasked Estep 
Score: -13708439.000000 Penalty: 3769.947021
	Iteration 25Q: 3 clusters Score -1.370844e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 96029 members 
Entering Unmasked Estep 
Score: -13708993.000000 Penalty: 3769.947021
	Iteration 26Q: 3 clusters Score -1.370899e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 97328 members 
Entering Unmasked Estep 
Score: -13709560.000000 Penalty: 3769.947021
	Iteration 27Q: 3 clusters Score -1.370956e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 98469 members 
Entering Unmasked Estep 
Score: -13709984.000000 Penalty: 3769.947021
	Iteration 28Q: 3 clusters Score -1.370998e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 99427 members 
Entering Unmasked Estep 
Score: -13710281.000000 Penalty: 3769.947021
	Iteration 29Q: 3 clusters Score -1.371028e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 100280 members 
Entering Unmasked Estep 
Score: -13710510.000000 Penalty: 3769.947021
	Iteration 30Q: 3 clusters Score -1.371051e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 100965 members 
Entering Unmasked Estep 
Score: -13710693.000000 Penalty: 3769.947021
	Iteration 31Q: 3 clusters Score -1.371069e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 101583 members 
Entering Unmasked Estep 
Score: -13710793.000000 Penalty: 3769.947021
	Iteration 32Q: 3 clusters Score -1.371079e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 102081 members 
Entering Unmasked Estep 
Score: -13710852.000000 Penalty: 3769.947021
	Iteration 33Q: 3 clusters Score -1.371085e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 102531 members 
Entering Unmasked Estep 
Score: -13710934.000000 Penalty: 3769.947021
	Iteration 34Q: 3 clusters Score -1.371093e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 102891 members 
Entering Unmasked Estep 
Score: -13710966.000000 Penalty: 3769.947021
	Iteration 35Q: 3 clusters Score -1.371097e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 103266 members 
Entering Unmasked Estep 
Score: -13710926.000000 Penalty: 3769.947021
	Iteration 36Q: 3 clusters Score -1.371093e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 103591 members 
Entering Unmasked Estep 
Score: -13710942.000000 Penalty: 3769.947021
	Iteration 37Q: 3 clusters Score -1.371094e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 103887 members 
Entering Unmasked Estep 
Score: -13710965.000000 Penalty: 3769.947021
	Iteration 38Q: 3 clusters Score -1.371096e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 104138 members 
Entering Unmasked Estep 
Score: -13710980.000000 Penalty: 3769.947021
	Iteration 39Q: 3 clusters Score -1.371098e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 104361 members 
Entering Unmasked Estep 
Score: -13710970.000000 Penalty: 3769.947021
	Iteration 40F: 3 clusters Score -1.371097e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 104547 members 
Entering Unmasked Estep 
Score: -13711003.000000 Penalty: 3769.947021
	Iteration 41Q: 3 clusters Score -1.3711e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 104703 members 
Entering Unmasked Estep 
Score: -13711010.000000 Penalty: 3769.947021
	Iteration 42Q: 3 clusters Score -1.371101e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 104846 members 
Entering Unmasked Estep 
Score: -13711031.000000 Penalty: 3769.947021
	Iteration 43Q: 3 clusters Score -1.371103e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 104977 members 
Entering Unmasked Estep 
Score: -13711039.000000 Penalty: 3769.947021
	Iteration 44Q: 3 clusters Score -1.371104e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 105091 members 
Entering Unmasked Estep 
Score: -13711051.000000 Penalty: 3769.947021
	Iteration 45Q: 3 clusters Score -1.371105e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 105207 members 
Entering Unmasked Estep 
Score: -13711024.000000 Penalty: 3769.947021
	Iteration 46Q: 3 clusters Score -1.371102e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 105307 members 
Entering Unmasked Estep 
Score: -13711010.000000 Penalty: 3769.947021
	Iteration 47Q: 3 clusters Score -1.371101e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 105391 members 
Entering Unmasked Estep 
Score: -13711023.000000 Penalty: 3769.947021
	Iteration 48Q: 3 clusters Score -1.371102e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 105470 members 
Entering Unmasked Estep 
Score: -13711012.000000 Penalty: 3769.947021
	Iteration 49Q: 3 clusters Score -1.371101e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 105540 members 
Entering Unmasked Estep 
Score: -13711001.000000 Penalty: 3769.947021
	Iteration 50Q: 3 clusters Score -1.3711e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 105624 members 
Entering Unmasked Estep 
Score: -13711004.000000 Penalty: 3769.947021
	Iteration 51Q: 3 clusters Score -1.3711e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 105703 members 
Entering Unmasked Estep 
Score: -13710991.000000 Penalty: 3769.947021
	Iteration 52Q: 3 clusters Score -1.371099e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 105776 members 
Entering Unmasked Estep 
Score: -13711022.000000 Penalty: 3769.947021
	Iteration 53Q: 3 clusters Score -1.371102e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 105832 members 
Entering Unmasked Estep 
Score: -13711009.000000 Penalty: 3769.947021
	Iteration 54Q: 3 clusters Score -1.371101e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 105895 members 
Entering Unmasked Estep 
Score: -13710998.000000 Penalty: 3769.947021
	Iteration 55Q: 3 clusters Score -1.3711e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 105963 members 
Entering Unmasked Estep 
Score: -13710999.000000 Penalty: 3769.947021
	Iteration 56Q: 3 clusters Score -1.3711e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 106022 members 
Entering Unmasked Estep 
Score: -13710980.000000 Penalty: 3769.947021
	Iteration 57Q: 3 clusters Score -1.371098e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 106065 members 
Entering Unmasked Estep 
Score: -13711003.000000 Penalty: 3769.947021
	Iteration 58Q: 3 clusters Score -1.3711e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 106117 members 
Entering Unmasked Estep 
Score: -13711005.000000 Penalty: 3769.947021
	Iteration 59Q: 3 clusters Score -1.3711e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 106174 members 
Entering Unmasked Estep 
Score: -13710984.000000 Penalty: 3769.947021
	Iteration 60F: 3 clusters Score -1.371098e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 106226 members 
Entering Unmasked Estep 
Score: -13710966.000000 Penalty: 3769.947021
	Iteration 61Q: 3 clusters Score -1.371097e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 106273 members 
Entering Unmasked Estep 
Score: -13710992.000000 Penalty: 3769.947021
	Iteration 62Q: 3 clusters Score -1.371099e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 106323 members 
Entering Unmasked Estep 
Score: -13711016.000000 Penalty: 3769.947021
	Iteration 63Q: 3 clusters Score -1.371102e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 106360 members 
Entering Unmasked Estep 
Score: -13711014.000000 Penalty: 3769.947021
	Iteration 64Q: 3 clusters Score -1.371101e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 106407 members 
Entering Unmasked Estep 
Score: -13711007.000000 Penalty: 3769.947021
	Iteration 65Q: 3 clusters Score -1.371101e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 106446 members 
Entering Unmasked Estep 
Score: -13710995.000000 Penalty: 3769.947021
	Iteration 66Q: 3 clusters Score -1.3711e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 106479 members 
Entering Unmasked Estep 
Score: -13710987.000000 Penalty: 3769.947021
	Iteration 67Q: 3 clusters Score -1.371099e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 106509 members 
Entering Unmasked Estep 
Score: -13710996.000000 Penalty: 3769.947021
	Iteration 68Q: 3 clusters Score -1.3711e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 106529 members 
Entering Unmasked Estep 
Score: -13710985.000000 Penalty: 3769.947021
	Iteration 69Q: 3 clusters Score -1.371098e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 106540 members 
Entering Unmasked Estep 
Score: -13710981.000000 Penalty: 3769.947021
	Iteration 70Q: 3 clusters Score -1.371098e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 106555 members 
Entering Unmasked Estep 
Score: -13710977.000000 Penalty: 3769.947021
	Iteration 71Q: 3 clusters Score -1.371098e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 106570 members 
Entering Unmasked Estep 
Score: -13710977.000000 Penalty: 3769.947021
	Iteration 72Q: 3 clusters Score -1.371098e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 106582 members 
Entering Unmasked Estep 
Score: -13710968.000000 Penalty: 3769.947021
	Iteration 73Q: 3 clusters Score -1.371097e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 106596 members 
Entering Unmasked Estep 
Score: -13710976.000000 Penalty: 3769.947021
	Iteration 74Q: 3 clusters Score -1.371098e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 106610 members 
Entering Unmasked Estep 
Score: -13710961.000000 Penalty: 3769.947021
	Iteration 75Q: 3 clusters Score -1.371096e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 106622 members 
Entering Unmasked Estep 
Score: -13710960.000000 Penalty: 3769.947021
	Iteration 76Q: 3 clusters Score -1.371096e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 106628 members 
Entering Unmasked Estep 
Score: -13710970.000000 Penalty: 3769.947021
	Iteration 77Q: 3 clusters Score -1.371097e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 106639 members 
Entering Unmasked Estep 
Score: -13710963.000000 Penalty: 3769.947021
	Iteration 78Q: 3 clusters Score -1.371096e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 106648 members 
Entering Unmasked Estep 
Score: -13710968.000000 Penalty: 3769.947021
	Iteration 79Q: 3 clusters Score -1.371097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 106657 members 
Entering Unmasked Estep 
Score: -13710961.000000 Penalty: 3769.947021
	Iteration 80F: 3 clusters Score -1.371096e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 106669 members 
Entering Unmasked Estep 
Score: -13710963.000000 Penalty: 3769.947021
	Iteration 81Q: 3 clusters Score -1.371096e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 106683 members 
Entering Unmasked Estep 
Score: -13710952.000000 Penalty: 3769.947021
	Iteration 82Q: 3 clusters Score -1.371095e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 106695 members 
Entering Unmasked Estep 
Score: -13710961.000000 Penalty: 3769.947021
	Iteration 83Q: 3 clusters Score -1.371096e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 106704 members 
Entering Unmasked Estep 
Score: -13710961.000000 Penalty: 3769.947021
	Iteration 84Q: 3 clusters Score -1.371096e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 106713 members 
Entering Unmasked Estep 
Score: -13710956.000000 Penalty: 3769.947021
	Iteration 85Q: 3 clusters Score -1.371096e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 106725 members 
Entering Unmasked Estep 
Score: -13710962.000000 Penalty: 3769.947021
	Iteration 86Q: 3 clusters Score -1.371096e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 106736 members 
Entering Unmasked Estep 
Score: -13710956.000000 Penalty: 3769.947021
	Iteration 87Q: 3 clusters Score -1.371096e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 106744 members 
Entering Unmasked Estep 
Score: -13710963.000000 Penalty: 3769.947021
	Iteration 88Q: 3 clusters Score -1.371096e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 106754 members 
Entering Unmasked Estep 
Score: -13710964.000000 Penalty: 3769.947021
	Iteration 89Q: 3 clusters Score -1.371096e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 106764 members 
Entering Unmasked Estep 
Score: -13710975.000000 Penalty: 3769.947021
	Iteration 90Q: 3 clusters Score -1.371098e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 106774 members 
Entering Unmasked Estep 
Score: -13710974.000000 Penalty: 3769.947021
	Iteration 91Q: 3 clusters Score -1.371097e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 106787 members 
Entering Unmasked Estep 
Score: -13710989.000000 Penalty: 3769.947021
	Iteration 92Q: 3 clusters Score -1.371099e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 106796 members 
Entering Unmasked Estep 
Score: -13710997.000000 Penalty: 3769.947021
	Iteration 93Q: 3 clusters Score -1.3711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 106802 members 
Entering Unmasked Estep 
Score: -13710998.000000 Penalty: 3769.947021
	Iteration 94Q: 3 clusters Score -1.3711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 106809 members 
Entering Unmasked Estep 
Score: -13710966.000000 Penalty: 3769.947021
	Iteration 95Q: 3 clusters Score -1.371097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 106814 members 
Entering Unmasked Estep 
Score: -13710971.000000 Penalty: 3769.947021
	Iteration 96Q: 3 clusters Score -1.371097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 106818 members 
Entering Unmasked Estep 
Score: -13710979.000000 Penalty: 3769.947021
	Iteration 97Q: 3 clusters Score -1.371098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 106820 members 
Entering Unmasked Estep 
Score: -13710976.000000 Penalty: 3769.947021
	Iteration 98Q: 3 clusters Score -1.371098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 106822 members 
Entering Unmasked Estep 
Score: -13710986.000000 Penalty: 3769.947021
	Iteration 99Q: 3 clusters Score -1.371099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 106827 members 
Entering Unmasked Estep 
Score: -13710981.000000 Penalty: 3769.947021
	Iteration 100F: 3 clusters Score -1.371098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 106828 members 
Entering Unmasked Estep 
Score: -13710974.000000 Penalty: 3769.947021
	Iteration 101Q: 3 clusters Score -1.371097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 106830 members 
Entering Unmasked Estep 
Score: -13710984.000000 Penalty: 3769.947021
	Iteration 102Q: 3 clusters Score -1.371098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 106829 members 
Entering Unmasked Estep 
Score: -13710987.000000 Penalty: 3769.947021
	Iteration 103Q: 3 clusters Score -1.371099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 106830 members 
Entering Unmasked Estep 
Score: -13710982.000000 Penalty: 3769.947021
	Iteration 104Q: 3 clusters Score -1.371098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 106831 members 
Entering Unmasked Estep 
Score: -13710986.000000 Penalty: 3769.947021
	Iteration 105Q: 3 clusters Score -1.371099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 106831 members 
Entering Unmasked Estep 
Score: -13710986.000000 Penalty: 3769.947021
	Iteration 106F: 3 clusters Score -1.371099e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Entering Unmasked Estep 
Score: -1733020.500000 Penalty: 1550.519165
	Iteration 0F: 2 clusters Score -1733020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1723326.625000 Penalty: 3101.038330
	Iteration 0F: 3 clusters Score -1723327 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1726562.500000 Penalty: 3101.038330
	Iteration 1F: 3 clusters Score -1726562 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1726860.500000 Penalty: 3101.038330
	Iteration 2F: 3 clusters Score -1726860 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1727207.875000 Penalty: 3101.038330
	Iteration 3Q: 3 clusters Score -1727208 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1727701.250000 Penalty: 3101.038330
	Iteration 4F: 3 clusters Score -1727701 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1728669.500000 Penalty: 3101.038330
	Iteration 5F: 3 clusters Score -1728670 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1730161.500000 Penalty: 3101.038330
	Iteration 6F: 3 clusters Score -1730162 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1731400.750000 Penalty: 3101.038330
	Iteration 7F: 3 clusters Score -1731401 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1732098.125000 Penalty: 3101.038330
	Iteration 8F: 3 clusters Score -1732098 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1732422.250000 Penalty: 3101.038330
	Iteration 9Q: 3 clusters Score -1732422 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1732582.625000 Penalty: 3101.038330
	Iteration 10Q: 3 clusters Score -1732583 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1732655.125000 Penalty: 3101.038330
	Iteration 11Q: 3 clusters Score -1732655 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1732683.625000 Penalty: 3101.038330
	Iteration 12Q: 3 clusters Score -1732684 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1732699.125000 Penalty: 3101.038330
	Iteration 13Q: 3 clusters Score -1732699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1732708.125000 Penalty: 3101.038330
	Iteration 14Q: 3 clusters Score -1732708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1732716.125000 Penalty: 3101.038330
	Iteration 15Q: 3 clusters Score -1732716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1732719.250000 Penalty: 3101.038330
	Iteration 16Q: 3 clusters Score -1732719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1732718.500000 Penalty: 3101.038330
	Iteration 17Q: 3 clusters Score -1732718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1732722.500000 Penalty: 3101.038330
	Iteration 18Q: 3 clusters Score -1732722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1732727.750000 Penalty: 3101.038330
	Iteration 19Q: 3 clusters Score -1732728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1732728.250000 Penalty: 3101.038330
	Iteration 20F: 3 clusters Score -1732728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1732730.000000 Penalty: 3101.038330
	Iteration 21Q: 3 clusters Score -1732730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1732730.750000 Penalty: 3101.038330
	Iteration 22Q: 3 clusters Score -1732731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1732733.000000 Penalty: 3101.038330
	Iteration 23Q: 3 clusters Score -1732733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1732735.000000 Penalty: 3101.038330
	Iteration 24Q: 3 clusters Score -1732735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1732735.500000 Penalty: 3101.038330
	Iteration 25Q: 3 clusters Score -1732736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1732734.875000 Penalty: 3101.038330
	Iteration 26Q: 3 clusters Score -1732735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1732734.875000 Penalty: 3101.038330
	Iteration 27F: 3 clusters Score -1732735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -46160.453125 Penalty: 983.846436
	Iteration 0F: 2 clusters Score -46160.45 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 226 members 
Entering Unmasked Estep 
Score: -45175.523438 Penalty: 1967.692871
	Iteration 0F: 3 clusters Score -45175.52 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45324.007812 Penalty: 1967.692871
	Iteration 1F: 3 clusters Score -45324.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -45388.218750 Penalty: 1967.692871
	Iteration 2F: 3 clusters Score -45388.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45416.382812 Penalty: 1967.692871
	Iteration 3Q: 3 clusters Score -45416.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -45434.687500 Penalty: 1967.692871
	Iteration 4Q: 3 clusters Score -45434.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45444.929688 Penalty: 1967.692871
	Iteration 5Q: 3 clusters Score -45444.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45468.953125 Penalty: 1967.692871
	Iteration 6Q: 3 clusters Score -45468.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45503.222656 Penalty: 1967.692871
	Iteration 7Q: 3 clusters Score -45503.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45536.835938 Penalty: 1967.692871
	Iteration 8Q: 3 clusters Score -45536.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45562.042969 Penalty: 1967.692871
	Iteration 9Q: 3 clusters Score -45562.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45586.425781 Penalty: 1967.692871
	Iteration 10Q: 3 clusters Score -45586.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45598.570312 Penalty: 1967.692871
	Iteration 11Q: 3 clusters Score -45598.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45610.011719 Penalty: 1967.692871
	Iteration 12Q: 3 clusters Score -45610.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45620.437500 Penalty: 1967.692871
	Iteration 13Q: 3 clusters Score -45620.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45632.781250 Penalty: 1967.692871
	Iteration 14Q: 3 clusters Score -45632.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45636.089844 Penalty: 1967.692871
	Iteration 15Q: 3 clusters Score -45636.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -45637.828125 Penalty: 1967.692871
	Iteration 16Q: 3 clusters Score -45637.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -45639.945312 Penalty: 1967.692871
	Iteration 17Q: 3 clusters Score -45639.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -45646.183594 Penalty: 1967.692871
	Iteration 18Q: 3 clusters Score -45646.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -45647.703125 Penalty: 1967.692871
	Iteration 19Q: 3 clusters Score -45647.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -45647.703125 Penalty: 1967.692871
	Iteration 20F: 3 clusters Score -45647.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -816472.687500 Penalty: 1427.027710
	Iteration 0F: 2 clusters Score -816472.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -811549.937500 Penalty: 2854.055420
	Iteration 0F: 3 clusters Score -811549.9 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -812956.625000 Penalty: 2854.055420
	Iteration 1F: 3 clusters Score -812956.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -813136.000000 Penalty: 2854.055420
	Iteration 2F: 3 clusters Score -813136 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -813281.437500 Penalty: 2854.055420
	Iteration 3Q: 3 clusters Score -813281.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -813411.062500 Penalty: 2854.055420
	Iteration 4Q: 3 clusters Score -813411.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -813526.750000 Penalty: 2854.055420
	Iteration 5Q: 3 clusters Score -813526.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -813621.312500 Penalty: 2854.055420
	Iteration 6Q: 3 clusters Score -813621.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -813715.000000 Penalty: 2854.055420
	Iteration 7Q: 3 clusters Score -813715 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -813813.750000 Penalty: 2854.055420
	Iteration 8Q: 3 clusters Score -813813.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -813908.687500 Penalty: 2854.055420
	Iteration 9Q: 3 clusters Score -813908.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -814012.875000 Penalty: 2854.055420
	Iteration 10Q: 3 clusters Score -814012.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -814108.187500 Penalty: 2854.055420
	Iteration 11Q: 3 clusters Score -814108.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -814201.750000 Penalty: 2854.055420
	Iteration 12Q: 3 clusters Score -814201.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -814315.812500 Penalty: 2854.055420
	Iteration 13Q: 3 clusters Score -814315.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -814422.500000 Penalty: 2854.055420
	Iteration 14Q: 3 clusters Score -814422.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -814544.000000 Penalty: 2854.055420
	Iteration 15Q: 3 clusters Score -814544 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -814654.375000 Penalty: 2854.055420
	Iteration 16Q: 3 clusters Score -814654.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -814737.250000 Penalty: 2854.055420
	Iteration 17Q: 3 clusters Score -814737.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -814807.187500 Penalty: 2854.055420
	Iteration 18Q: 3 clusters Score -814807.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -814857.437500 Penalty: 2854.055420
	Iteration 19Q: 3 clusters Score -814857.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -814906.812500 Penalty: 2854.055420
	Iteration 20F: 3 clusters Score -814906.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -814953.750000 Penalty: 2854.055420
	Iteration 21Q: 3 clusters Score -814953.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -815008.125000 Penalty: 2854.055420
	Iteration 22Q: 3 clusters Score -815008.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -815048.062500 Penalty: 2854.055420
	Iteration 23Q: 3 clusters Score -815048.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -815071.062500 Penalty: 2854.055420
	Iteration 24Q: 3 clusters Score -815071.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -815092.437500 Penalty: 2854.055420
	Iteration 25Q: 3 clusters Score -815092.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -815113.312500 Penalty: 2854.055420
	Iteration 26Q: 3 clusters Score -815113.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -815122.750000 Penalty: 2854.055420
	Iteration 27Q: 3 clusters Score -815122.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -815132.187500 Penalty: 2854.055420
	Iteration 28Q: 3 clusters Score -815132.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -815138.812500 Penalty: 2854.055420
	Iteration 29Q: 3 clusters Score -815138.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -815146.062500 Penalty: 2854.055420
	Iteration 30Q: 3 clusters Score -815146.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -815151.312500 Penalty: 2854.055420
	Iteration 31Q: 3 clusters Score -815151.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -815157.562500 Penalty: 2854.055420
	Iteration 32Q: 3 clusters Score -815157.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -815159.562500 Penalty: 2854.055420
	Iteration 33Q: 3 clusters Score -815159.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -815160.500000 Penalty: 2854.055420
	Iteration 34Q: 3 clusters Score -815160.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -815161.687500 Penalty: 2854.055420
	Iteration 35Q: 3 clusters Score -815161.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -815163.562500 Penalty: 2854.055420
	Iteration 36Q: 3 clusters Score -815163.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -815166.750000 Penalty: 2854.055420
	Iteration 37Q: 3 clusters Score -815166.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -815170.437500 Penalty: 2854.055420
	Iteration 38Q: 3 clusters Score -815170.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -815170.375000 Penalty: 2854.055420
	Iteration 39Q: 3 clusters Score -815170.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -815174.125000 Penalty: 2854.055420
	Iteration 40F: 3 clusters Score -815174.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -815177.250000 Penalty: 2854.055420
	Iteration 41Q: 3 clusters Score -815177.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -815177.125000 Penalty: 2854.055420
	Iteration 42Q: 3 clusters Score -815177.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -815179.562500 Penalty: 2854.055420
	Iteration 43Q: 3 clusters Score -815179.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -815183.687500 Penalty: 2854.055420
	Iteration 44Q: 3 clusters Score -815183.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -815185.312500 Penalty: 2854.055420
	Iteration 45Q: 3 clusters Score -815185.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -815187.812500 Penalty: 2854.055420
	Iteration 46Q: 3 clusters Score -815187.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -815188.125000 Penalty: 2854.055420
	Iteration 47Q: 3 clusters Score -815188.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -815191.187500 Penalty: 2854.055420
	Iteration 48Q: 3 clusters Score -815191.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -815196.125000 Penalty: 2854.055420
	Iteration 49Q: 3 clusters Score -815196.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -815198.062500 Penalty: 2854.055420
	Iteration 50Q: 3 clusters Score -815198.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -815202.000000 Penalty: 2854.055420
	Iteration 51Q: 3 clusters Score -815202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -815204.375000 Penalty: 2854.055420
	Iteration 52Q: 3 clusters Score -815204.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -815206.687500 Penalty: 2854.055420
	Iteration 53Q: 3 clusters Score -815206.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -815209.625000 Penalty: 2854.055420
	Iteration 54Q: 3 clusters Score -815209.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -815214.125000 Penalty: 2854.055420
	Iteration 55Q: 3 clusters Score -815214.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -815218.562500 Penalty: 2854.055420
	Iteration 56Q: 3 clusters Score -815218.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -815222.562500 Penalty: 2854.055420
	Iteration 57Q: 3 clusters Score -815222.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -815225.312500 Penalty: 2854.055420
	Iteration 58Q: 3 clusters Score -815225.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -815228.187500 Penalty: 2854.055420
	Iteration 59Q: 3 clusters Score -815228.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -815235.562500 Penalty: 2854.055420
	Iteration 60F: 3 clusters Score -815235.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -815236.562500 Penalty: 2854.055420
	Iteration 61Q: 3 clusters Score -815236.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -815237.812500 Penalty: 2854.055420
	Iteration 62Q: 3 clusters Score -815237.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -815238.750000 Penalty: 2854.055420
	Iteration 63Q: 3 clusters Score -815238.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -815238.375000 Penalty: 2854.055420
	Iteration 64Q: 3 clusters Score -815238.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -815238.375000 Penalty: 2854.055420
	Iteration 65F: 3 clusters Score -815238.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Entering Unmasked Estep 
Score: -1001771.812500 Penalty: 1472.171631
	Iteration 0F: 2 clusters Score -1001772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -995540.000000 Penalty: 2944.343262
	Iteration 0F: 3 clusters Score -995540 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -997630.687500 Penalty: 2944.343262
	Iteration 1F: 3 clusters Score -997630.7 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -997921.312500 Penalty: 2944.343262
	Iteration 2F: 3 clusters Score -997921.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -998127.500000 Penalty: 2944.343262
	Iteration 3F: 3 clusters Score -998127.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -998282.437500 Penalty: 2944.343262
	Iteration 4Q: 3 clusters Score -998282.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -998447.125000 Penalty: 2944.343262
	Iteration 5Q: 3 clusters Score -998447.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -998636.250000 Penalty: 2944.343262
	Iteration 6Q: 3 clusters Score -998636.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -998837.687500 Penalty: 2944.343262
	Iteration 7Q: 3 clusters Score -998837.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -999030.750000 Penalty: 2944.343262
	Iteration 8Q: 3 clusters Score -999030.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -999222.562500 Penalty: 2944.343262
	Iteration 9Q: 3 clusters Score -999222.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -999427.875000 Penalty: 2944.343262
	Iteration 10Q: 3 clusters Score -999427.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -999594.062500 Penalty: 2944.343262
	Iteration 11Q: 3 clusters Score -999594.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -999739.750000 Penalty: 2944.343262
	Iteration 12Q: 3 clusters Score -999739.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -999868.687500 Penalty: 2944.343262
	Iteration 13Q: 3 clusters Score -999868.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -999969.000000 Penalty: 2944.343262
	Iteration 14Q: 3 clusters Score -999969 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1000054.500000 Penalty: 2944.343262
	Iteration 15Q: 3 clusters Score -1000054 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1000139.750000 Penalty: 2944.343262
	Iteration 16Q: 3 clusters Score -1000140 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1000227.500000 Penalty: 2944.343262
	Iteration 17Q: 3 clusters Score -1000228 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1000312.250000 Penalty: 2944.343262
	Iteration 18Q: 3 clusters Score -1000312 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1000366.750000 Penalty: 2944.343262
	Iteration 19Q: 3 clusters Score -1000367 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1000420.937500 Penalty: 2944.343262
	Iteration 20F: 3 clusters Score -1000421 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1000456.312500 Penalty: 2944.343262
	Iteration 21Q: 3 clusters Score -1000456 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1000484.812500 Penalty: 2944.343262
	Iteration 22Q: 3 clusters Score -1000485 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1000509.875000 Penalty: 2944.343262
	Iteration 23Q: 3 clusters Score -1000510 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1000528.375000 Penalty: 2944.343262
	Iteration 24Q: 3 clusters Score -1000528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1000542.375000 Penalty: 2944.343262
	Iteration 25Q: 3 clusters Score -1000542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1000556.750000 Penalty: 2944.343262
	Iteration 26Q: 3 clusters Score -1000557 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1000577.312500 Penalty: 2944.343262
	Iteration 27Q: 3 clusters Score -1000577 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1000594.625000 Penalty: 2944.343262
	Iteration 28Q: 3 clusters Score -1000595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1000603.875000 Penalty: 2944.343262
	Iteration 29Q: 3 clusters Score -1000604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1000607.812500 Penalty: 2944.343262
	Iteration 30Q: 3 clusters Score -1000608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1000615.937500 Penalty: 2944.343262
	Iteration 31Q: 3 clusters Score -1000616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1000616.937500 Penalty: 2944.343262
	Iteration 32Q: 3 clusters Score -1000617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1000621.687500 Penalty: 2944.343262
	Iteration 33Q: 3 clusters Score -1000622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1000624.312500 Penalty: 2944.343262
	Iteration 34Q: 3 clusters Score -1000624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1000625.187500 Penalty: 2944.343262
	Iteration 35Q: 3 clusters Score -1000625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1000627.375000 Penalty: 2944.343262
	Iteration 36Q: 3 clusters Score -1000627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1000628.687500 Penalty: 2944.343262
	Iteration 37Q: 3 clusters Score -1000629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1000629.812500 Penalty: 2944.343262
	Iteration 38Q: 3 clusters Score -1000630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1000633.312500 Penalty: 2944.343262
	Iteration 39Q: 3 clusters Score -1000633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1000634.562500 Penalty: 2944.343262
	Iteration 40F: 3 clusters Score -1000635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1000634.562500 Penalty: 2944.343262
	Iteration 41Q: 3 clusters Score -1000635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1000636.875000 Penalty: 2944.343262
	Iteration 42Q: 3 clusters Score -1000637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1000636.937500 Penalty: 2944.343262
	Iteration 43Q: 3 clusters Score -1000637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1000638.562500 Penalty: 2944.343262
	Iteration 44Q: 3 clusters Score -1000639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1000638.500000 Penalty: 2944.343262
	Iteration 45Q: 3 clusters Score -1000638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1000638.687500 Penalty: 2944.343262
	Iteration 46Q: 3 clusters Score -1000639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1000638.687500 Penalty: 2944.343262
	Iteration 47F: 3 clusters Score -1000639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Entering Unmasked Estep 
Score: -2835390.500000 Penalty: 1627.507568
	Iteration 0F: 2 clusters Score -2835390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2820296.750000 Penalty: 3255.015137
	Iteration 0F: 3 clusters Score -2820297 nChanged 10078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2826180.000000 Penalty: 3255.015137
	Iteration 1F: 3 clusters Score -2826180 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -2826968.000000 Penalty: 3255.015137
	Iteration 2F: 3 clusters Score -2826968 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2827682.250000 Penalty: 3255.015137
	Iteration 3F: 3 clusters Score -2827682 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2828317.750000 Penalty: 3255.015137
	Iteration 4F: 3 clusters Score -2828318 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2828988.000000 Penalty: 3255.015137
	Iteration 5F: 3 clusters Score -2828988 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2829671.250000 Penalty: 3255.015137
	Iteration 6F: 3 clusters Score -2829671 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2830389.500000 Penalty: 3255.015137
	Iteration 7F: 3 clusters Score -2830390 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2831152.500000 Penalty: 3255.015137
	Iteration 8F: 3 clusters Score -2831152 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2831653.000000 Penalty: 3255.015137
	Iteration 9Q: 3 clusters Score -2831653 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2831952.250000 Penalty: 3255.015137
	Iteration 10Q: 3 clusters Score -2831952 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2832081.250000 Penalty: 3255.015137
	Iteration 11Q: 3 clusters Score -2832081 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -2832174.000000 Penalty: 3255.015137
	Iteration 12Q: 3 clusters Score -2832174 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -2832243.500000 Penalty: 3255.015137
	Iteration 13Q: 3 clusters Score -2832244 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2832305.500000 Penalty: 3255.015137
	Iteration 14Q: 3 clusters Score -2832306 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2832395.000000 Penalty: 3255.015137
	Iteration 15Q: 3 clusters Score -2832395 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2832478.000000 Penalty: 3255.015137
	Iteration 16Q: 3 clusters Score -2832478 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -2832554.750000 Penalty: 3255.015137
	Iteration 17Q: 3 clusters Score -2832555 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -2832633.750000 Penalty: 3255.015137
	Iteration 18Q: 3 clusters Score -2832634 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2832725.250000 Penalty: 3255.015137
	Iteration 19Q: 3 clusters Score -2832725 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2832826.500000 Penalty: 3255.015137
	Iteration 20F: 3 clusters Score -2832826 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2832915.250000 Penalty: 3255.015137
	Iteration 21Q: 3 clusters Score -2832915 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2833005.750000 Penalty: 3255.015137
	Iteration 22Q: 3 clusters Score -2833006 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2833096.250000 Penalty: 3255.015137
	Iteration 23Q: 3 clusters Score -2833096 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2833172.750000 Penalty: 3255.015137
	Iteration 24Q: 3 clusters Score -2833173 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2833280.250000 Penalty: 3255.015137
	Iteration 25Q: 3 clusters Score -2833280 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2833367.750000 Penalty: 3255.015137
	Iteration 26Q: 3 clusters Score -2833368 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2833457.750000 Penalty: 3255.015137
	Iteration 27Q: 3 clusters Score -2833458 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2833558.000000 Penalty: 3255.015137
	Iteration 28Q: 3 clusters Score -2833558 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2833647.750000 Penalty: 3255.015137
	Iteration 29Q: 3 clusters Score -2833648 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2833764.750000 Penalty: 3255.015137
	Iteration 30Q: 3 clusters Score -2833765 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2833870.000000 Penalty: 3255.015137
	Iteration 31Q: 3 clusters Score -2833870 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2833974.750000 Penalty: 3255.015137
	Iteration 32Q: 3 clusters Score -2833975 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2834087.000000 Penalty: 3255.015137
	Iteration 33Q: 3 clusters Score -2834087 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2834194.500000 Penalty: 3255.015137
	Iteration 34Q: 3 clusters Score -2834194 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2834283.750000 Penalty: 3255.015137
	Iteration 35Q: 3 clusters Score -2834284 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2834357.000000 Penalty: 3255.015137
	Iteration 36Q: 3 clusters Score -2834357 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2834432.500000 Penalty: 3255.015137
	Iteration 37Q: 3 clusters Score -2834432 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2834489.000000 Penalty: 3255.015137
	Iteration 38Q: 3 clusters Score -2834489 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2834533.750000 Penalty: 3255.015137
	Iteration 39Q: 3 clusters Score -2834534 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2834570.500000 Penalty: 3255.015137
	Iteration 40F: 3 clusters Score -2834570 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2834592.250000 Penalty: 3255.015137
	Iteration 41Q: 3 clusters Score -2834592 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2834626.500000 Penalty: 3255.015137
	Iteration 42Q: 3 clusters Score -2834626 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2834654.250000 Penalty: 3255.015137
	Iteration 43Q: 3 clusters Score -2834654 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2834679.250000 Penalty: 3255.015137
	Iteration 44Q: 3 clusters Score -2834679 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2834704.250000 Penalty: 3255.015137
	Iteration 45Q: 3 clusters Score -2834704 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2834722.750000 Penalty: 3255.015137
	Iteration 46Q: 3 clusters Score -2834723 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2834748.500000 Penalty: 3255.015137
	Iteration 47Q: 3 clusters Score -2834748 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2834772.750000 Penalty: 3255.015137
	Iteration 48Q: 3 clusters Score -2834773 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2834790.500000 Penalty: 3255.015137
	Iteration 49Q: 3 clusters Score -2834790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2834808.750000 Penalty: 3255.015137
	Iteration 50Q: 3 clusters Score -2834809 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2834824.750000 Penalty: 3255.015137
	Iteration 51Q: 3 clusters Score -2834825 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2834856.750000 Penalty: 3255.015137
	Iteration 52Q: 3 clusters Score -2834857 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2834894.250000 Penalty: 3255.015137
	Iteration 53Q: 3 clusters Score -2834894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2834927.500000 Penalty: 3255.015137
	Iteration 54Q: 3 clusters Score -2834928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2834944.250000 Penalty: 3255.015137
	Iteration 55Q: 3 clusters Score -2834944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2834949.750000 Penalty: 3255.015137
	Iteration 56Q: 3 clusters Score -2834950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2834950.500000 Penalty: 3255.015137
	Iteration 57Q: 3 clusters Score -2834950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2834952.250000 Penalty: 3255.015137
	Iteration 58Q: 3 clusters Score -2834952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2834951.750000 Penalty: 3255.015137
	Iteration 59Q: 3 clusters Score -2834952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2834951.750000 Penalty: 3255.015137
	Iteration 60F: 3 clusters Score -2834952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Entering Unmasked Estep 
Score: -27315.861328 Penalty: 946.725037
	Iteration 0F: 2 clusters Score -27315.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -26474.648438 Penalty: 1893.450073
	Iteration 0F: 3 clusters Score -26474.65 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -26716.093750 Penalty: 1893.450073
	Iteration 1F: 3 clusters Score -26716.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -26844.089844 Penalty: 1893.450073
	Iteration 2F: 3 clusters Score -26844.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26910.064453 Penalty: 1893.450073
	Iteration 3Q: 3 clusters Score -26910.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26972.722656 Penalty: 1893.450073
	Iteration 4Q: 3 clusters Score -26972.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -27018.798828 Penalty: 1893.450073
	Iteration 5Q: 3 clusters Score -27018.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -27074.119141 Penalty: 1893.450073
	Iteration 6Q: 3 clusters Score -27074.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27124.833984 Penalty: 1893.450073
	Iteration 7Q: 3 clusters Score -27124.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -27220.341797 Penalty: 1893.450073
	Iteration 8Q: 3 clusters Score -27220.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -27282.253906 Penalty: 1893.450073
	Iteration 9Q: 3 clusters Score -27282.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -27301.789062 Penalty: 1893.450073
	Iteration 10Q: 3 clusters Score -27301.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27308.226562 Penalty: 1893.450073
	Iteration 11Q: 3 clusters Score -27308.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27329.076172 Penalty: 1893.450073
	Iteration 12Q: 3 clusters Score -27329.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27341.228516 Penalty: 1893.450073
	Iteration 13Q: 3 clusters Score -27341.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27356.378906 Penalty: 1893.450073
	Iteration 14Q: 3 clusters Score -27356.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27361.007812 Penalty: 1893.450073
	Iteration 15Q: 3 clusters Score -27361.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27368.371094 Penalty: 1893.450073
	Iteration 16Q: 3 clusters Score -27368.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27369.207031 Penalty: 1893.450073
	Iteration 17F: 3 clusters Score -27369.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27372.925781 Penalty: 1893.450073
	Iteration 18Q: 3 clusters Score -27372.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27414.611328 Penalty: 1893.450073
	Iteration 19Q: 3 clusters Score -27414.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27446.087891 Penalty: 1893.450073
	Iteration 20F: 3 clusters Score -27446.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27455.847656 Penalty: 1893.450073
	Iteration 21Q: 3 clusters Score -27455.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27455.847656 Penalty: 1893.450073
	Iteration 22F: 3 clusters Score -27455.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 103989 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 46056 members 
Mstep: Class 6 contains 9876 members 
Mstep: Class 7 contains 5211 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7210 members 
Mstep: Class 10 contains 105690 members 
Mstep: Class 11 contains 9462 members 
Mstep: Class 12 contains 109080 members 
Mstep: Class 13 contains 13928 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6514 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 22369 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 99023 members 
Mstep: Class 20 contains 17553 members 
Mstep: Class 21 contains 61221 members 
Mstep: Class 22 contains 1453 members 
Mstep: Class 23 contains 4892 members 
Mstep: Class 24 contains 9728 members 
Mstep: Class 25 contains 83656 members 
Mstep: Class 26 contains 38019 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112586 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2883 members 
Mstep: Class 31 contains 4468 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 3879 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 678 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 6456 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 130 members 
Entering Unmasked Estep 
Score: -111755800.000000 Penalty: 91479.007812
Splitting cluster 18 changes total score from -111757080.000000 to -111755800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (99023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99023 members 
Entering Unmasked Estep 
Score: -12325691.000000 Penalty: 1869.254883
	Iteration 0F: 2 clusters Score -1.232569e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49615 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -12260692.000000 Penalty: 3738.509766
	Iteration 0F: 3 clusters Score -1.226069e+07 nChanged 47262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50761 members 
Mstep: Class 2 contains 48262 members 
Entering Unmasked Estep 
Score: -12288276.000000 Penalty: 3738.509766
	Iteration 1F: 3 clusters Score -1.228828e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51533 members 
Mstep: Class 2 contains 47490 members 
Entering Unmasked Estep 
Score: -12289867.000000 Penalty: 3738.509766
	Iteration 2Q: 3 clusters Score -1.228987e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52492 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -12292076.000000 Penalty: 3738.509766
	Iteration 3Q: 3 clusters Score -1.229208e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53652 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -12294983.000000 Penalty: 3738.509766
	Iteration 4F: 3 clusters Score -1.229498e+07 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -12298263.000000 Penalty: 3738.509766
	Iteration 5F: 3 clusters Score -1.229826e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56181 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -12301892.000000 Penalty: 3738.509766
	Iteration 6F: 3 clusters Score -1.230189e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57129 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -12305427.000000 Penalty: 3738.509766
	Iteration 7F: 3 clusters Score -1.230543e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57764 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -12308294.000000 Penalty: 3738.509766
	Iteration 8F: 3 clusters Score -1.230829e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58205 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -12310254.000000 Penalty: 3738.509766
	Iteration 9Q: 3 clusters Score -1.231025e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58486 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -12311166.000000 Penalty: 3738.509766
	Iteration 10Q: 3 clusters Score -1.231117e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58704 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -12311713.000000 Penalty: 3738.509766
	Iteration 11Q: 3 clusters Score -1.231171e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58932 members 
Mstep: Class 2 contains 40091 members 
Entering Unmasked Estep 
Score: -12312034.000000 Penalty: 3738.509766
	Iteration 12Q: 3 clusters Score -1.231203e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59101 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -12312374.000000 Penalty: 3738.509766
	Iteration 13Q: 3 clusters Score -1.231237e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -12312659.000000 Penalty: 3738.509766
	Iteration 14Q: 3 clusters Score -1.231266e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59306 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -12312884.000000 Penalty: 3738.509766
	Iteration 15Q: 3 clusters Score -1.231288e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59324 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -12313222.000000 Penalty: 3738.509766
	Iteration 16Q: 3 clusters Score -1.231322e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59317 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -12313516.000000 Penalty: 3738.509766
	Iteration 17Q: 3 clusters Score -1.231352e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59250 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -12313867.000000 Penalty: 3738.509766
	Iteration 18Q: 3 clusters Score -1.231387e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59190 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -12314035.000000 Penalty: 3738.509766
	Iteration 19Q: 3 clusters Score -1.231404e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59135 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -12314324.000000 Penalty: 3738.509766
	Iteration 20F: 3 clusters Score -1.231432e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59031 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -12314665.000000 Penalty: 3738.509766
	Iteration 21Q: 3 clusters Score -1.231466e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58894 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -12314889.000000 Penalty: 3738.509766
	Iteration 22Q: 3 clusters Score -1.231489e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58687 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -12315060.000000 Penalty: 3738.509766
	Iteration 23Q: 3 clusters Score -1.231506e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58446 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -12315146.000000 Penalty: 3738.509766
	Iteration 24Q: 3 clusters Score -1.231515e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58187 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -12315363.000000 Penalty: 3738.509766
	Iteration 25Q: 3 clusters Score -1.231536e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57872 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -12315510.000000 Penalty: 3738.509766
	Iteration 26Q: 3 clusters Score -1.231551e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57532 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -12315611.000000 Penalty: 3738.509766
	Iteration 27Q: 3 clusters Score -1.231561e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57168 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -12315769.000000 Penalty: 3738.509766
	Iteration 28Q: 3 clusters Score -1.231577e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56788 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -12315919.000000 Penalty: 3738.509766
	Iteration 29Q: 3 clusters Score -1.231592e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56360 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -12316029.000000 Penalty: 3738.509766
	Iteration 30Q: 3 clusters Score -1.231603e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55929 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -12316157.000000 Penalty: 3738.509766
	Iteration 31Q: 3 clusters Score -1.231616e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55478 members 
Mstep: Class 2 contains 43545 members 
Entering Unmasked Estep 
Score: -12316306.000000 Penalty: 3738.509766
	Iteration 32Q: 3 clusters Score -1.231631e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55044 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -12316394.000000 Penalty: 3738.509766
	Iteration 33Q: 3 clusters Score -1.231639e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54633 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -12316484.000000 Penalty: 3738.509766
	Iteration 34Q: 3 clusters Score -1.231648e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54157 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -12316596.000000 Penalty: 3738.509766
	Iteration 35Q: 3 clusters Score -1.23166e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53688 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -12316698.000000 Penalty: 3738.509766
	Iteration 36Q: 3 clusters Score -1.23167e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53171 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -12316803.000000 Penalty: 3738.509766
	Iteration 37Q: 3 clusters Score -1.23168e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -12316903.000000 Penalty: 3738.509766
	Iteration 38Q: 3 clusters Score -1.23169e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52108 members 
Mstep: Class 2 contains 46915 members 
Entering Unmasked Estep 
Score: -12316986.000000 Penalty: 3738.509766
	Iteration 39Q: 3 clusters Score -1.231699e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51559 members 
Mstep: Class 2 contains 47464 members 
Entering Unmasked Estep 
Score: -12317059.000000 Penalty: 3738.509766
	Iteration 40F: 3 clusters Score -1.231706e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50954 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -12317158.000000 Penalty: 3738.509766
	Iteration 41Q: 3 clusters Score -1.231716e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50383 members 
Mstep: Class 2 contains 48640 members 
Entering Unmasked Estep 
Score: -12317345.000000 Penalty: 3738.509766
	Iteration 42Q: 3 clusters Score -1.231734e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49841 members 
Mstep: Class 2 contains 49182 members 
Entering Unmasked Estep 
Score: -12317431.000000 Penalty: 3738.509766
	Iteration 43Q: 3 clusters Score -1.231743e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49312 members 
Mstep: Class 2 contains 49711 members 
Entering Unmasked Estep 
Score: -12317548.000000 Penalty: 3738.509766
	Iteration 44Q: 3 clusters Score -1.231755e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48728 members 
Mstep: Class 2 contains 50295 members 
Entering Unmasked Estep 
Score: -12317651.000000 Penalty: 3738.509766
	Iteration 45Q: 3 clusters Score -1.231765e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48119 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
Score: -12317715.000000 Penalty: 3738.509766
	Iteration 46Q: 3 clusters Score -1.231772e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47546 members 
Mstep: Class 2 contains 51477 members 
Entering Unmasked Estep 
Score: -12317829.000000 Penalty: 3738.509766
	Iteration 47Q: 3 clusters Score -1.231783e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46937 members 
Mstep: Class 2 contains 52086 members 
Entering Unmasked Estep 
Score: -12317945.000000 Penalty: 3738.509766
	Iteration 48Q: 3 clusters Score -1.231794e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46292 members 
Mstep: Class 2 contains 52731 members 
Entering Unmasked Estep 
Score: -12318093.000000 Penalty: 3738.509766
	Iteration 49Q: 3 clusters Score -1.231809e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 53335 members 
Entering Unmasked Estep 
Score: -12318206.000000 Penalty: 3738.509766
	Iteration 50Q: 3 clusters Score -1.231821e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 53990 members 
Entering Unmasked Estep 
Score: -12318299.000000 Penalty: 3738.509766
	Iteration 51Q: 3 clusters Score -1.23183e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 54649 members 
Entering Unmasked Estep 
Score: -12318398.000000 Penalty: 3738.509766
	Iteration 52Q: 3 clusters Score -1.23184e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 55340 members 
Entering Unmasked Estep 
Score: -12318528.000000 Penalty: 3738.509766
	Iteration 53Q: 3 clusters Score -1.231853e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 56043 members 
Entering Unmasked Estep 
Score: -12318631.000000 Penalty: 3738.509766
	Iteration 54Q: 3 clusters Score -1.231863e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 56816 members 
Entering Unmasked Estep 
Score: -12318758.000000 Penalty: 3738.509766
	Iteration 55Q: 3 clusters Score -1.231876e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 57600 members 
Entering Unmasked Estep 
Score: -12318872.000000 Penalty: 3738.509766
	Iteration 56Q: 3 clusters Score -1.231887e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 58441 members 
Entering Unmasked Estep 
Score: -12319017.000000 Penalty: 3738.509766
	Iteration 57Q: 3 clusters Score -1.231902e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 59312 members 
Entering Unmasked Estep 
Score: -12319166.000000 Penalty: 3738.509766
	Iteration 58Q: 3 clusters Score -1.231917e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 60192 members 
Entering Unmasked Estep 
Score: -12319291.000000 Penalty: 3738.509766
	Iteration 59Q: 3 clusters Score -1.231929e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 61131 members 
Entering Unmasked Estep 
Score: -12319518.000000 Penalty: 3738.509766
	Iteration 60F: 3 clusters Score -1.231952e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 62056 members 
Entering Unmasked Estep 
Score: -12319702.000000 Penalty: 3738.509766
	Iteration 61Q: 3 clusters Score -1.23197e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 62997 members 
Entering Unmasked Estep 
Score: -12319932.000000 Penalty: 3738.509766
	Iteration 62Q: 3 clusters Score -1.231993e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 63917 members 
Entering Unmasked Estep 
Score: -12320087.000000 Penalty: 3738.509766
	Iteration 63Q: 3 clusters Score -1.232009e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 64815 members 
Entering Unmasked Estep 
Score: -12320252.000000 Penalty: 3738.509766
	Iteration 64Q: 3 clusters Score -1.232025e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 65717 members 
Entering Unmasked Estep 
Score: -12320425.000000 Penalty: 3738.509766
	Iteration 65Q: 3 clusters Score -1.232042e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 66619 members 
Entering Unmasked Estep 
Score: -12320626.000000 Penalty: 3738.509766
	Iteration 66Q: 3 clusters Score -1.232063e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 67491 members 
Entering Unmasked Estep 
Score: -12320733.000000 Penalty: 3738.509766
	Iteration 67Q: 3 clusters Score -1.232073e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 68303 members 
Entering Unmasked Estep 
Score: -12320799.000000 Penalty: 3738.509766
	Iteration 68Q: 3 clusters Score -1.23208e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 69093 members 
Entering Unmasked Estep 
Score: -12320860.000000 Penalty: 3738.509766
	Iteration 69Q: 3 clusters Score -1.232086e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 69881 members 
Entering Unmasked Estep 
Score: -12321004.000000 Penalty: 3738.509766
	Iteration 70Q: 3 clusters Score -1.2321e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 70667 members 
Entering Unmasked Estep 
Score: -12321109.000000 Penalty: 3738.509766
	Iteration 71Q: 3 clusters Score -1.232111e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 71399 members 
Entering Unmasked Estep 
Score: -12321196.000000 Penalty: 3738.509766
	Iteration 72Q: 3 clusters Score -1.23212e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 72158 members 
Entering Unmasked Estep 
Score: -12321363.000000 Penalty: 3738.509766
	Iteration 73Q: 3 clusters Score -1.232136e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 72857 members 
Entering Unmasked Estep 
Score: -12321448.000000 Penalty: 3738.509766
	Iteration 74Q: 3 clusters Score -1.232145e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 73601 members 
Entering Unmasked Estep 
Score: -12321594.000000 Penalty: 3738.509766
	Iteration 75Q: 3 clusters Score -1.232159e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 74318 members 
Entering Unmasked Estep 
Score: -12321697.000000 Penalty: 3738.509766
	Iteration 76Q: 3 clusters Score -1.23217e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 75054 members 
Entering Unmasked Estep 
Score: -12321849.000000 Penalty: 3738.509766
	Iteration 77Q: 3 clusters Score -1.232185e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 75776 members 
Entering Unmasked Estep 
Score: -12321968.000000 Penalty: 3738.509766
	Iteration 78Q: 3 clusters Score -1.232197e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 76505 members 
Entering Unmasked Estep 
Score: -12322117.000000 Penalty: 3738.509766
	Iteration 79Q: 3 clusters Score -1.232212e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 77210 members 
Entering Unmasked Estep 
Score: -12322245.000000 Penalty: 3738.509766
	Iteration 80F: 3 clusters Score -1.232224e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 77903 members 
Entering Unmasked Estep 
Score: -12322409.000000 Penalty: 3738.509766
	Iteration 81Q: 3 clusters Score -1.232241e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 78625 members 
Entering Unmasked Estep 
Score: -12322562.000000 Penalty: 3738.509766
	Iteration 82Q: 3 clusters Score -1.232256e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 79314 members 
Entering Unmasked Estep 
Score: -12322748.000000 Penalty: 3738.509766
	Iteration 83Q: 3 clusters Score -1.232275e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 79983 members 
Entering Unmasked Estep 
Score: -12322795.000000 Penalty: 3738.509766
	Iteration 84Q: 3 clusters Score -1.23228e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 80591 members 
Entering Unmasked Estep 
Score: -12322972.000000 Penalty: 3738.509766
	Iteration 85Q: 3 clusters Score -1.232297e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 81218 members 
Entering Unmasked Estep 
Score: -12323067.000000 Penalty: 3738.509766
	Iteration 86Q: 3 clusters Score -1.232307e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 81800 members 
Entering Unmasked Estep 
Score: -12323235.000000 Penalty: 3738.509766
	Iteration 87Q: 3 clusters Score -1.232324e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 82320 members 
Entering Unmasked Estep 
Score: -12323270.000000 Penalty: 3738.509766
	Iteration 88Q: 3 clusters Score -1.232327e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 82842 members 
Entering Unmasked Estep 
Score: -12323366.000000 Penalty: 3738.509766
	Iteration 89Q: 3 clusters Score -1.232337e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 83372 members 
Entering Unmasked Estep 
Score: -12323473.000000 Penalty: 3738.509766
	Iteration 90Q: 3 clusters Score -1.232347e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 83890 members 
Entering Unmasked Estep 
Score: -12323573.000000 Penalty: 3738.509766
	Iteration 91Q: 3 clusters Score -1.232357e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 84394 members 
Entering Unmasked Estep 
Score: -12323678.000000 Penalty: 3738.509766
	Iteration 92Q: 3 clusters Score -1.232368e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 84903 members 
Entering Unmasked Estep 
Score: -12323795.000000 Penalty: 3738.509766
	Iteration 93Q: 3 clusters Score -1.23238e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 85361 members 
Entering Unmasked Estep 
Score: -12323892.000000 Penalty: 3738.509766
	Iteration 94Q: 3 clusters Score -1.232389e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 85801 members 
Entering Unmasked Estep 
Score: -12323995.000000 Penalty: 3738.509766
	Iteration 95Q: 3 clusters Score -1.2324e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 86212 members 
Entering Unmasked Estep 
Score: -12324038.000000 Penalty: 3738.509766
	Iteration 96Q: 3 clusters Score -1.232404e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 86614 members 
Entering Unmasked Estep 
Score: -12324109.000000 Penalty: 3738.509766
	Iteration 97Q: 3 clusters Score -1.232411e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 86979 members 
Entering Unmasked Estep 
Score: -12324159.000000 Penalty: 3738.509766
	Iteration 98Q: 3 clusters Score -1.232416e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 87361 members 
Entering Unmasked Estep 
Score: -12324190.000000 Penalty: 3738.509766
	Iteration 99Q: 3 clusters Score -1.232419e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 87695 members 
Entering Unmasked Estep 
Score: -12324253.000000 Penalty: 3738.509766
	Iteration 100F: 3 clusters Score -1.232425e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 88021 members 
Entering Unmasked Estep 
Score: -12324292.000000 Penalty: 3738.509766
	Iteration 101Q: 3 clusters Score -1.232429e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 88338 members 
Entering Unmasked Estep 
Score: -12324341.000000 Penalty: 3738.509766
	Iteration 102Q: 3 clusters Score -1.232434e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 88668 members 
Entering Unmasked Estep 
Score: -12324400.000000 Penalty: 3738.509766
	Iteration 103Q: 3 clusters Score -1.23244e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 89011 members 
Entering Unmasked Estep 
Score: -12324471.000000 Penalty: 3738.509766
	Iteration 104Q: 3 clusters Score -1.232447e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 89298 members 
Entering Unmasked Estep 
Score: -12324544.000000 Penalty: 3738.509766
	Iteration 105Q: 3 clusters Score -1.232454e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 89550 members 
Entering Unmasked Estep 
Score: -12324569.000000 Penalty: 3738.509766
	Iteration 106Q: 3 clusters Score -1.232457e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 89838 members 
Entering Unmasked Estep 
Score: -12324653.000000 Penalty: 3738.509766
	Iteration 107Q: 3 clusters Score -1.232465e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 90086 members 
Entering Unmasked Estep 
Score: -12324702.000000 Penalty: 3738.509766
	Iteration 108Q: 3 clusters Score -1.23247e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 90331 members 
Entering Unmasked Estep 
Score: -12324768.000000 Penalty: 3738.509766
	Iteration 109Q: 3 clusters Score -1.232477e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 90539 members 
Entering Unmasked Estep 
Score: -12324789.000000 Penalty: 3738.509766
	Iteration 110Q: 3 clusters Score -1.232479e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 90750 members 
Entering Unmasked Estep 
Score: -12324831.000000 Penalty: 3738.509766
	Iteration 111Q: 3 clusters Score -1.232483e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 90951 members 
Entering Unmasked Estep 
Score: -12324896.000000 Penalty: 3738.509766
	Iteration 112Q: 3 clusters Score -1.23249e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 91143 members 
Entering Unmasked Estep 
Score: -12324936.000000 Penalty: 3738.509766
	Iteration 113Q: 3 clusters Score -1.232494e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 91324 members 
Entering Unmasked Estep 
Score: -12324989.000000 Penalty: 3738.509766
	Iteration 114Q: 3 clusters Score -1.232499e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 91497 members 
Entering Unmasked Estep 
Score: -12324998.000000 Penalty: 3738.509766
	Iteration 115Q: 3 clusters Score -1.2325e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 91672 members 
Entering Unmasked Estep 
Score: -12325015.000000 Penalty: 3738.509766
	Iteration 116Q: 3 clusters Score -1.232502e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 91845 members 
Entering Unmasked Estep 
Score: -12325044.000000 Penalty: 3738.509766
	Iteration 117Q: 3 clusters Score -1.232504e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 92009 members 
Entering Unmasked Estep 
Score: -12325050.000000 Penalty: 3738.509766
	Iteration 118Q: 3 clusters Score -1.232505e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 92179 members 
Entering Unmasked Estep 
Score: -12325056.000000 Penalty: 3738.509766
	Iteration 119Q: 3 clusters Score -1.232506e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 92348 members 
Entering Unmasked Estep 
Score: -12325083.000000 Penalty: 3738.509766
	Iteration 120F: 3 clusters Score -1.232508e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 92504 members 
Entering Unmasked Estep 
Score: -12325099.000000 Penalty: 3738.509766
	Iteration 121Q: 3 clusters Score -1.23251e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 92662 members 
Entering Unmasked Estep 
Score: -12325098.000000 Penalty: 3738.509766
	Iteration 122Q: 3 clusters Score -1.23251e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 92826 members 
Entering Unmasked Estep 
Score: -12325135.000000 Penalty: 3738.509766
	Iteration 123Q: 3 clusters Score -1.232514e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 92973 members 
Entering Unmasked Estep 
Score: -12325141.000000 Penalty: 3738.509766
	Iteration 124Q: 3 clusters Score -1.232514e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 93101 members 
Entering Unmasked Estep 
Score: -12325161.000000 Penalty: 3738.509766
	Iteration 125Q: 3 clusters Score -1.232516e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 93231 members 
Entering Unmasked Estep 
Score: -12325142.000000 Penalty: 3738.509766
	Iteration 126Q: 3 clusters Score -1.232514e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 93349 members 
Entering Unmasked Estep 
Score: -12325128.000000 Penalty: 3738.509766
	Iteration 127Q: 3 clusters Score -1.232513e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 93460 members 
Entering Unmasked Estep 
Score: -12325147.000000 Penalty: 3738.509766
	Iteration 128Q: 3 clusters Score -1.232515e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 93550 members 
Entering Unmasked Estep 
Score: -12325157.000000 Penalty: 3738.509766
	Iteration 129Q: 3 clusters Score -1.232516e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 93640 members 
Entering Unmasked Estep 
Score: -12325191.000000 Penalty: 3738.509766
	Iteration 130Q: 3 clusters Score -1.232519e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 93721 members 
Entering Unmasked Estep 
Score: -12325206.000000 Penalty: 3738.509766
	Iteration 131Q: 3 clusters Score -1.232521e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 93798 members 
Entering Unmasked Estep 
Score: -12325196.000000 Penalty: 3738.509766
	Iteration 132Q: 3 clusters Score -1.23252e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 93869 members 
Entering Unmasked Estep 
Score: -12325194.000000 Penalty: 3738.509766
	Iteration 133Q: 3 clusters Score -1.232519e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 93928 members 
Entering Unmasked Estep 
Score: -12325207.000000 Penalty: 3738.509766
	Iteration 134Q: 3 clusters Score -1.232521e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 93988 members 
Entering Unmasked Estep 
Score: -12325219.000000 Penalty: 3738.509766
	Iteration 135Q: 3 clusters Score -1.232522e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 94049 members 
Entering Unmasked Estep 
Score: -12325207.000000 Penalty: 3738.509766
	Iteration 136Q: 3 clusters Score -1.232521e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 94110 members 
Entering Unmasked Estep 
Score: -12325202.000000 Penalty: 3738.509766
	Iteration 137Q: 3 clusters Score -1.23252e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 94182 members 
Entering Unmasked Estep 
Score: -12325197.000000 Penalty: 3738.509766
	Iteration 138Q: 3 clusters Score -1.23252e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 94249 members 
Entering Unmasked Estep 
Score: -12325203.000000 Penalty: 3738.509766
	Iteration 139Q: 3 clusters Score -1.23252e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 94309 members 
Entering Unmasked Estep 
Score: -12325209.000000 Penalty: 3738.509766
	Iteration 140F: 3 clusters Score -1.232521e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 94362 members 
Entering Unmasked Estep 
Score: -12325216.000000 Penalty: 3738.509766
	Iteration 141Q: 3 clusters Score -1.232522e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 94407 members 
Entering Unmasked Estep 
Score: -12325211.000000 Penalty: 3738.509766
	Iteration 142Q: 3 clusters Score -1.232521e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 94440 members 
Entering Unmasked Estep 
Score: -12325193.000000 Penalty: 3738.509766
	Iteration 143Q: 3 clusters Score -1.232519e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 94468 members 
Entering Unmasked Estep 
Score: -12325188.000000 Penalty: 3738.509766
	Iteration 144Q: 3 clusters Score -1.232519e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 94485 members 
Entering Unmasked Estep 
Score: -12325191.000000 Penalty: 3738.509766
	Iteration 145Q: 3 clusters Score -1.232519e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 94506 members 
Entering Unmasked Estep 
Score: -12325185.000000 Penalty: 3738.509766
	Iteration 146Q: 3 clusters Score -1.232518e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 94521 members 
Entering Unmasked Estep 
Score: -12325186.000000 Penalty: 3738.509766
	Iteration 147Q: 3 clusters Score -1.232519e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 94538 members 
Entering Unmasked Estep 
Score: -12325183.000000 Penalty: 3738.509766
	Iteration 148Q: 3 clusters Score -1.232518e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 94553 members 
Entering Unmasked Estep 
Score: -12325176.000000 Penalty: 3738.509766
	Iteration 149Q: 3 clusters Score -1.232518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 94562 members 
Entering Unmasked Estep 
Score: -12325168.000000 Penalty: 3738.509766
	Iteration 150Q: 3 clusters Score -1.232517e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 94572 members 
Entering Unmasked Estep 
Score: -12325178.000000 Penalty: 3738.509766
	Iteration 151Q: 3 clusters Score -1.232518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 94579 members 
Entering Unmasked Estep 
Score: -12325190.000000 Penalty: 3738.509766
	Iteration 152Q: 3 clusters Score -1.232519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 94588 members 
Entering Unmasked Estep 
Score: -12325178.000000 Penalty: 3738.509766
	Iteration 153Q: 3 clusters Score -1.232518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 94601 members 
Entering Unmasked Estep 
Score: -12325167.000000 Penalty: 3738.509766
	Iteration 154Q: 3 clusters Score -1.232517e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 94621 members 
Entering Unmasked Estep 
Score: -12325184.000000 Penalty: 3738.509766
	Iteration 155Q: 3 clusters Score -1.232518e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 94649 members 
Entering Unmasked Estep 
Score: -12325173.000000 Penalty: 3738.509766
	Iteration 156Q: 3 clusters Score -1.232517e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 94679 members 
Entering Unmasked Estep 
Score: -12325168.000000 Penalty: 3738.509766
	Iteration 157Q: 3 clusters Score -1.232517e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 94704 members 
Entering Unmasked Estep 
Score: -12325162.000000 Penalty: 3738.509766
	Iteration 158Q: 3 clusters Score -1.232516e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 94727 members 
Entering Unmasked Estep 
Score: -12325167.000000 Penalty: 3738.509766
	Iteration 159Q: 3 clusters Score -1.232517e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 94747 members 
Entering Unmasked Estep 
Score: -12325183.000000 Penalty: 3738.509766
	Iteration 160F: 3 clusters Score -1.232518e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 94763 members 
Entering Unmasked Estep 
Score: -12325179.000000 Penalty: 3738.509766
	Iteration 161Q: 3 clusters Score -1.232518e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 94785 members 
Entering Unmasked Estep 
Score: -12325172.000000 Penalty: 3738.509766
	Iteration 162Q: 3 clusters Score -1.232517e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 94807 members 
Entering Unmasked Estep 
Score: -12325155.000000 Penalty: 3738.509766
	Iteration 163Q: 3 clusters Score -1.232516e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 94830 members 
Entering Unmasked Estep 
Score: -12325158.000000 Penalty: 3738.509766
	Iteration 164Q: 3 clusters Score -1.232516e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 94854 members 
Entering Unmasked Estep 
Score: -12325172.000000 Penalty: 3738.509766
	Iteration 165Q: 3 clusters Score -1.232517e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 94881 members 
Entering Unmasked Estep 
Score: -12325163.000000 Penalty: 3738.509766
	Iteration 166Q: 3 clusters Score -1.232516e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 94909 members 
Entering Unmasked Estep 
Score: -12325162.000000 Penalty: 3738.509766
	Iteration 167Q: 3 clusters Score -1.232516e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 94939 members 
Entering Unmasked Estep 
Score: -12325155.000000 Penalty: 3738.509766
	Iteration 168Q: 3 clusters Score -1.232516e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 94972 members 
Entering Unmasked Estep 
Score: -12325164.000000 Penalty: 3738.509766
	Iteration 169Q: 3 clusters Score -1.232516e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 95012 members 
Entering Unmasked Estep 
Score: -12325167.000000 Penalty: 3738.509766
	Iteration 170Q: 3 clusters Score -1.232517e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 95044 members 
Entering Unmasked Estep 
Score: -12325163.000000 Penalty: 3738.509766
	Iteration 171Q: 3 clusters Score -1.232516e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 95067 members 
Entering Unmasked Estep 
Score: -12325155.000000 Penalty: 3738.509766
	Iteration 172Q: 3 clusters Score -1.232516e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 95090 members 
Entering Unmasked Estep 
Score: -12325149.000000 Penalty: 3738.509766
	Iteration 173Q: 3 clusters Score -1.232515e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 95106 members 
Entering Unmasked Estep 
Score: -12325156.000000 Penalty: 3738.509766
	Iteration 174Q: 3 clusters Score -1.232516e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 95129 members 
Entering Unmasked Estep 
Score: -12325154.000000 Penalty: 3738.509766
	Iteration 175Q: 3 clusters Score -1.232515e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 95147 members 
Entering Unmasked Estep 
Score: -12325159.000000 Penalty: 3738.509766
	Iteration 176Q: 3 clusters Score -1.232516e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 95171 members 
Entering Unmasked Estep 
Score: -12325145.000000 Penalty: 3738.509766
	Iteration 177Q: 3 clusters Score -1.232514e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 95199 members 
Entering Unmasked Estep 
Score: -12325143.000000 Penalty: 3738.509766
	Iteration 178Q: 3 clusters Score -1.232514e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 95218 members 
Entering Unmasked Estep 
Score: -12325154.000000 Penalty: 3738.509766
	Iteration 179Q: 3 clusters Score -1.232515e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 95242 members 
Entering Unmasked Estep 
Score: -12325158.000000 Penalty: 3738.509766
	Iteration 180F: 3 clusters Score -1.232516e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 95267 members 
Entering Unmasked Estep 
Score: -12325159.000000 Penalty: 3738.509766
	Iteration 181Q: 3 clusters Score -1.232516e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 95302 members 
Entering Unmasked Estep 
Score: -12325147.000000 Penalty: 3738.509766
	Iteration 182Q: 3 clusters Score -1.232515e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 95337 members 
Entering Unmasked Estep 
Score: -12325138.000000 Penalty: 3738.509766
	Iteration 183Q: 3 clusters Score -1.232514e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 95376 members 
Entering Unmasked Estep 
Score: -12325151.000000 Penalty: 3738.509766
	Iteration 184Q: 3 clusters Score -1.232515e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 95416 members 
Entering Unmasked Estep 
Score: -12325165.000000 Penalty: 3738.509766
	Iteration 185Q: 3 clusters Score -1.232516e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 95462 members 
Entering Unmasked Estep 
Score: -12325167.000000 Penalty: 3738.509766
	Iteration 186Q: 3 clusters Score -1.232517e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 95505 members 
Entering Unmasked Estep 
Score: -12325177.000000 Penalty: 3738.509766
	Iteration 187Q: 3 clusters Score -1.232518e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 95548 members 
Entering Unmasked Estep 
Score: -12325183.000000 Penalty: 3738.509766
	Iteration 188Q: 3 clusters Score -1.232518e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 95588 members 
Entering Unmasked Estep 
Score: -12325194.000000 Penalty: 3738.509766
	Iteration 189Q: 3 clusters Score -1.232519e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 95617 members 
Entering Unmasked Estep 
Score: -12325209.000000 Penalty: 3738.509766
	Iteration 190Q: 3 clusters Score -1.232521e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 95641 members 
Entering Unmasked Estep 
Score: -12325210.000000 Penalty: 3738.509766
	Iteration 191Q: 3 clusters Score -1.232521e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 95655 members 
Entering Unmasked Estep 
Score: -12325212.000000 Penalty: 3738.509766
	Iteration 192Q: 3 clusters Score -1.232521e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 95673 members 
Entering Unmasked Estep 
Score: -12325210.000000 Penalty: 3738.509766
	Iteration 193Q: 3 clusters Score -1.232521e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 95684 members 
Entering Unmasked Estep 
Score: -12325197.000000 Penalty: 3738.509766
	Iteration 194Q: 3 clusters Score -1.23252e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 95697 members 
Entering Unmasked Estep 
Score: -12325209.000000 Penalty: 3738.509766
	Iteration 195Q: 3 clusters Score -1.232521e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 95719 members 
Entering Unmasked Estep 
Score: -12325207.000000 Penalty: 3738.509766
	Iteration 196Q: 3 clusters Score -1.232521e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 95741 members 
Entering Unmasked Estep 
Score: -12325197.000000 Penalty: 3738.509766
	Iteration 197Q: 3 clusters Score -1.23252e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 95761 members 
Entering Unmasked Estep 
Score: -12325207.000000 Penalty: 3738.509766
	Iteration 198Q: 3 clusters Score -1.232521e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 95777 members 
Entering Unmasked Estep 
Score: -12325208.000000 Penalty: 3738.509766
	Iteration 199Q: 3 clusters Score -1.232521e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 95799 members 
Entering Unmasked Estep 
Score: -12325211.000000 Penalty: 3738.509766
	Iteration 200F: 3 clusters Score -1.232521e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 95816 members 
Entering Unmasked Estep 
Score: -12325218.000000 Penalty: 3738.509766
	Iteration 201Q: 3 clusters Score -1.232522e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 95829 members 
Entering Unmasked Estep 
Score: -12325219.000000 Penalty: 3738.509766
	Iteration 202Q: 3 clusters Score -1.232522e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 95844 members 
Entering Unmasked Estep 
Score: -12325205.000000 Penalty: 3738.509766
	Iteration 203Q: 3 clusters Score -1.23252e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 95856 members 
Entering Unmasked Estep 
Score: -12325204.000000 Penalty: 3738.509766
	Iteration 204Q: 3 clusters Score -1.23252e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 95868 members 
Entering Unmasked Estep 
Score: -12325212.000000 Penalty: 3738.509766
	Iteration 205Q: 3 clusters Score -1.232521e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 95880 members 
Entering Unmasked Estep 
Score: -12325214.000000 Penalty: 3738.509766
	Iteration 206Q: 3 clusters Score -1.232521e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 95896 members 
Entering Unmasked Estep 
Score: -12325193.000000 Penalty: 3738.509766
	Iteration 207Q: 3 clusters Score -1.232519e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 95905 members 
Entering Unmasked Estep 
Score: -12325197.000000 Penalty: 3738.509766
	Iteration 208Q: 3 clusters Score -1.23252e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 95920 members 
Entering Unmasked Estep 
Score: -12325205.000000 Penalty: 3738.509766
	Iteration 209Q: 3 clusters Score -1.23252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 95931 members 
Entering Unmasked Estep 
Score: -12325203.000000 Penalty: 3738.509766
	Iteration 210Q: 3 clusters Score -1.23252e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 95944 members 
Entering Unmasked Estep 
Score: -12325194.000000 Penalty: 3738.509766
	Iteration 211Q: 3 clusters Score -1.232519e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 95963 members 
Entering Unmasked Estep 
Score: -12325198.000000 Penalty: 3738.509766
	Iteration 212Q: 3 clusters Score -1.23252e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 95980 members 
Entering Unmasked Estep 
Score: -12325210.000000 Penalty: 3738.509766
	Iteration 213Q: 3 clusters Score -1.232521e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 95993 members 
Entering Unmasked Estep 
Score: -12325221.000000 Penalty: 3738.509766
	Iteration 214Q: 3 clusters Score -1.232522e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 96008 members 
Entering Unmasked Estep 
Score: -12325226.000000 Penalty: 3738.509766
	Iteration 215Q: 3 clusters Score -1.232523e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 96023 members 
Entering Unmasked Estep 
Score: -12325232.000000 Penalty: 3738.509766
	Iteration 216Q: 3 clusters Score -1.232523e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 96038 members 
Entering Unmasked Estep 
Score: -12325240.000000 Penalty: 3738.509766
	Iteration 217Q: 3 clusters Score -1.232524e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 96052 members 
Entering Unmasked Estep 
Score: -12325238.000000 Penalty: 3738.509766
	Iteration 218Q: 3 clusters Score -1.232524e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 96065 members 
Entering Unmasked Estep 
Score: -12325222.000000 Penalty: 3738.509766
	Iteration 219Q: 3 clusters Score -1.232522e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 96082 members 
Entering Unmasked Estep 
Score: -12325234.000000 Penalty: 3738.509766
	Iteration 220F: 3 clusters Score -1.232523e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 96102 members 
Entering Unmasked Estep 
Score: -12325244.000000 Penalty: 3738.509766
	Iteration 221Q: 3 clusters Score -1.232524e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 96123 members 
Entering Unmasked Estep 
Score: -12325247.000000 Penalty: 3738.509766
	Iteration 222Q: 3 clusters Score -1.232525e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 96152 members 
Entering Unmasked Estep 
Score: -12325263.000000 Penalty: 3738.509766
	Iteration 223Q: 3 clusters Score -1.232526e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 96182 members 
Entering Unmasked Estep 
Score: -12325267.000000 Penalty: 3738.509766
	Iteration 224Q: 3 clusters Score -1.232527e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 96207 members 
Entering Unmasked Estep 
Score: -12325262.000000 Penalty: 3738.509766
	Iteration 225Q: 3 clusters Score -1.232526e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 96235 members 
Entering Unmasked Estep 
Score: -12325264.000000 Penalty: 3738.509766
	Iteration 226Q: 3 clusters Score -1.232526e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 96256 members 
Entering Unmasked Estep 
Score: -12325271.000000 Penalty: 3738.509766
	Iteration 227Q: 3 clusters Score -1.232527e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 96284 members 
Entering Unmasked Estep 
Score: -12325263.000000 Penalty: 3738.509766
	Iteration 228Q: 3 clusters Score -1.232526e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 96304 members 
Entering Unmasked Estep 
Score: -12325245.000000 Penalty: 3738.509766
	Iteration 229Q: 3 clusters Score -1.232524e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 96320 members 
Entering Unmasked Estep 
Score: -12325238.000000 Penalty: 3738.509766
	Iteration 230Q: 3 clusters Score -1.232524e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 96338 members 
Entering Unmasked Estep 
Score: -12325246.000000 Penalty: 3738.509766
	Iteration 231Q: 3 clusters Score -1.232525e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 96357 members 
Entering Unmasked Estep 
Score: -12325255.000000 Penalty: 3738.509766
	Iteration 232Q: 3 clusters Score -1.232526e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 96381 members 
Entering Unmasked Estep 
Score: -12325256.000000 Penalty: 3738.509766
	Iteration 233Q: 3 clusters Score -1.232526e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 96409 members 
Entering Unmasked Estep 
Score: -12325259.000000 Penalty: 3738.509766
	Iteration 234Q: 3 clusters Score -1.232526e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 96424 members 
Entering Unmasked Estep 
Score: -12325271.000000 Penalty: 3738.509766
	Iteration 235Q: 3 clusters Score -1.232527e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 96436 members 
Entering Unmasked Estep 
Score: -12325273.000000 Penalty: 3738.509766
	Iteration 236Q: 3 clusters Score -1.232527e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 96451 members 
Entering Unmasked Estep 
Score: -12325278.000000 Penalty: 3738.509766
	Iteration 237Q: 3 clusters Score -1.232528e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 96464 members 
Entering Unmasked Estep 
Score: -12325277.000000 Penalty: 3738.509766
	Iteration 238Q: 3 clusters Score -1.232528e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 96478 members 
Entering Unmasked Estep 
Score: -12325274.000000 Penalty: 3738.509766
	Iteration 239Q: 3 clusters Score -1.232527e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 96488 members 
Entering Unmasked Estep 
Score: -12325282.000000 Penalty: 3738.509766
	Iteration 240F: 3 clusters Score -1.232528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 96493 members 
Entering Unmasked Estep 
Score: -12325282.000000 Penalty: 3738.509766
	Iteration 241Q: 3 clusters Score -1.232528e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 96505 members 
Entering Unmasked Estep 
Score: -12325275.000000 Penalty: 3738.509766
	Iteration 242Q: 3 clusters Score -1.232528e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 96519 members 
Entering Unmasked Estep 
Score: -12325277.000000 Penalty: 3738.509766
	Iteration 243Q: 3 clusters Score -1.232528e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 96530 members 
Entering Unmasked Estep 
Score: -12325290.000000 Penalty: 3738.509766
	Iteration 244Q: 3 clusters Score -1.232529e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 96541 members 
Entering Unmasked Estep 
Score: -12325291.000000 Penalty: 3738.509766
	Iteration 245Q: 3 clusters Score -1.232529e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 96556 members 
Entering Unmasked Estep 
Score: -12325285.000000 Penalty: 3738.509766
	Iteration 246Q: 3 clusters Score -1.232528e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 96569 members 
Entering Unmasked Estep 
Score: -12325291.000000 Penalty: 3738.509766
	Iteration 247Q: 3 clusters Score -1.232529e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 96583 members 
Entering Unmasked Estep 
Score: -12325303.000000 Penalty: 3738.509766
	Iteration 248Q: 3 clusters Score -1.23253e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 96598 members 
Entering Unmasked Estep 
Score: -12325302.000000 Penalty: 3738.509766
	Iteration 249Q: 3 clusters Score -1.23253e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 96613 members 
Entering Unmasked Estep 
Score: -12325305.000000 Penalty: 3738.509766
	Iteration 250Q: 3 clusters Score -1.23253e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 96630 members 
Entering Unmasked Estep 
Score: -12325284.000000 Penalty: 3738.509766
	Iteration 251Q: 3 clusters Score -1.232528e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 96647 members 
Entering Unmasked Estep 
Score: -12325280.000000 Penalty: 3738.509766
	Iteration 252Q: 3 clusters Score -1.232528e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 96665 members 
Entering Unmasked Estep 
Score: -12325276.000000 Penalty: 3738.509766
	Iteration 253Q: 3 clusters Score -1.232528e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 96674 members 
Entering Unmasked Estep 
Score: -12325288.000000 Penalty: 3738.509766
	Iteration 254Q: 3 clusters Score -1.232529e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 96688 members 
Entering Unmasked Estep 
Score: -12325292.000000 Penalty: 3738.509766
	Iteration 255Q: 3 clusters Score -1.232529e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 96699 members 
Entering Unmasked Estep 
Score: -12325291.000000 Penalty: 3738.509766
	Iteration 256Q: 3 clusters Score -1.232529e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 96716 members 
Entering Unmasked Estep 
Score: -12325294.000000 Penalty: 3738.509766
	Iteration 257Q: 3 clusters Score -1.232529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 96722 members 
Entering Unmasked Estep 
Score: -12325277.000000 Penalty: 3738.509766
	Iteration 258Q: 3 clusters Score -1.232528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 96725 members 
Entering Unmasked Estep 
Score: -12325285.000000 Penalty: 3738.509766
	Iteration 259Q: 3 clusters Score -1.232528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 96726 members 
Entering Unmasked Estep 
Score: -12325285.000000 Penalty: 3738.509766
	Iteration 260F: 3 clusters Score -1.232528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 96727 members 
Entering Unmasked Estep 
Score: -12325288.000000 Penalty: 3738.509766
	Iteration 261Q: 3 clusters Score -1.232529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 96727 members 
Entering Unmasked Estep 
Score: -12325290.000000 Penalty: 3738.509766
	Iteration 262Q: 3 clusters Score -1.232529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 96727 members 
Entering Unmasked Estep 
Score: -12325290.000000 Penalty: 3738.509766
	Iteration 263F: 3 clusters Score -1.232529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Entering Unmasked Estep 
Score: -2116850.500000 Penalty: 1588.109253
	Iteration 0F: 2 clusters Score -2116850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2104900.250000 Penalty: 3176.218506
	Iteration 0F: 3 clusters Score -2104900 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2109614.250000 Penalty: 3176.218506
	Iteration 1F: 3 clusters Score -2109614 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2110522.750000 Penalty: 3176.218506
	Iteration 2F: 3 clusters Score -2110523 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2111522.500000 Penalty: 3176.218506
	Iteration 3F: 3 clusters Score -2111522 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2112427.500000 Penalty: 3176.218506
	Iteration 4F: 3 clusters Score -2112428 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2113099.750000 Penalty: 3176.218506
	Iteration 5F: 3 clusters Score -2113100 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -2113606.000000 Penalty: 3176.218506
	Iteration 6F: 3 clusters Score -2113606 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2114011.250000 Penalty: 3176.218506
	Iteration 7Q: 3 clusters Score -2114011 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2114301.250000 Penalty: 3176.218506
	Iteration 8Q: 3 clusters Score -2114301 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2114540.250000 Penalty: 3176.218506
	Iteration 9Q: 3 clusters Score -2114540 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2114753.000000 Penalty: 3176.218506
	Iteration 10Q: 3 clusters Score -2114753 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2114984.500000 Penalty: 3176.218506
	Iteration 11Q: 3 clusters Score -2114984 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2115224.750000 Penalty: 3176.218506
	Iteration 12Q: 3 clusters Score -2115225 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2115500.250000 Penalty: 3176.218506
	Iteration 13Q: 3 clusters Score -2115500 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2115732.500000 Penalty: 3176.218506
	Iteration 14Q: 3 clusters Score -2115732 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2115866.000000 Penalty: 3176.218506
	Iteration 15Q: 3 clusters Score -2115866 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2115932.000000 Penalty: 3176.218506
	Iteration 16Q: 3 clusters Score -2115932 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2115967.500000 Penalty: 3176.218506
	Iteration 17Q: 3 clusters Score -2115968 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -2115988.750000 Penalty: 3176.218506
	Iteration 18Q: 3 clusters Score -2115989 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -2116010.000000 Penalty: 3176.218506
	Iteration 19Q: 3 clusters Score -2116010 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2116026.000000 Penalty: 3176.218506
	Iteration 20F: 3 clusters Score -2116026 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -2116034.250000 Penalty: 3176.218506
	Iteration 21Q: 3 clusters Score -2116034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -2116038.000000 Penalty: 3176.218506
	Iteration 22Q: 3 clusters Score -2116038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2116042.750000 Penalty: 3176.218506
	Iteration 23Q: 3 clusters Score -2116043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2116046.750000 Penalty: 3176.218506
	Iteration 24Q: 3 clusters Score -2116047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2116047.250000 Penalty: 3176.218506
	Iteration 25Q: 3 clusters Score -2116047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -2116055.250000 Penalty: 3176.218506
	Iteration 26Q: 3 clusters Score -2116055 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -2116063.500000 Penalty: 3176.218506
	Iteration 27Q: 3 clusters Score -2116064 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -2116066.500000 Penalty: 3176.218506
	Iteration 28Q: 3 clusters Score -2116066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -2116070.250000 Penalty: 3176.218506
	Iteration 29Q: 3 clusters Score -2116070 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2116083.250000 Penalty: 3176.218506
	Iteration 30Q: 3 clusters Score -2116083 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2116091.750000 Penalty: 3176.218506
	Iteration 31Q: 3 clusters Score -2116092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -2116098.500000 Penalty: 3176.218506
	Iteration 32Q: 3 clusters Score -2116098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -2116105.000000 Penalty: 3176.218506
	Iteration 33Q: 3 clusters Score -2116105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2116111.000000 Penalty: 3176.218506
	Iteration 34Q: 3 clusters Score -2116111 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -2116121.250000 Penalty: 3176.218506
	Iteration 35Q: 3 clusters Score -2116121 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -2116124.250000 Penalty: 3176.218506
	Iteration 36Q: 3 clusters Score -2116124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -2116135.000000 Penalty: 3176.218506
	Iteration 37Q: 3 clusters Score -2116135 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2116157.750000 Penalty: 3176.218506
	Iteration 38Q: 3 clusters Score -2116158 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -2116182.250000 Penalty: 3176.218506
	Iteration 39Q: 3 clusters Score -2116182 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2116279.750000 Penalty: 3176.218506
	Iteration 40F: 3 clusters Score -2116280 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2116657.750000 Penalty: 3176.218506
	Iteration 41Q: 3 clusters Score -2116658 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2117131.000000 Penalty: 3176.218506
	Iteration 42Q: 3 clusters Score -2117131 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2117148.500000 Penalty: 3176.218506
	Iteration 43Q: 3 clusters Score -2117148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2117153.750000 Penalty: 3176.218506
	Iteration 44Q: 3 clusters Score -2117154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2117156.000000 Penalty: 3176.218506
	Iteration 45Q: 3 clusters Score -2117156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -2117154.250000 Penalty: 3176.218506
	Iteration 46Q: 3 clusters Score -2117154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -2117154.250000 Penalty: 3176.218506
	Iteration 47F: 3 clusters Score -2117154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 103989 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 46056 members 
Mstep: Class 6 contains 9876 members 
Mstep: Class 7 contains 5211 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7210 members 
Mstep: Class 10 contains 105690 members 
Mstep: Class 11 contains 9462 members 
Mstep: Class 12 contains 109080 members 
Mstep: Class 13 contains 13928 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6514 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 22369 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 99023 members 
Mstep: Class 20 contains 1616 members 
Mstep: Class 21 contains 61221 members 
Mstep: Class 22 contains 1453 members 
Mstep: Class 23 contains 4892 members 
Mstep: Class 24 contains 9728 members 
Mstep: Class 25 contains 83656 members 
Mstep: Class 26 contains 38019 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112586 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2883 members 
Mstep: Class 31 contains 4468 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 3879 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 678 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 6456 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 15937 members 
Entering Unmasked Estep 
Score: -111756488.000000 Penalty: 91479.007812
Splitting cluster 20 changes total score from -111757080.000000 to -111756488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (61221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61221 members 
Entering Unmasked Estep 
Score: -7528428.000000 Penalty: 1791.114868
	Iteration 0F: 2 clusters Score -7528428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -7487533.500000 Penalty: 3582.229736
	Iteration 0F: 3 clusters Score -7487534 nChanged 28905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -7504757.000000 Penalty: 3582.229736
	Iteration 1F: 3 clusters Score -7504757 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -7506264.000000 Penalty: 3582.229736
	Iteration 2F: 3 clusters Score -7506264 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -7508737.000000 Penalty: 3582.229736
	Iteration 3F: 3 clusters Score -7508737 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 45806 members 
Entering Unmasked Estep 
Score: -7512436.500000 Penalty: 3582.229736
	Iteration 4F: 3 clusters Score -7512436 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 50922 members 
Entering Unmasked Estep 
Score: -7517110.000000 Penalty: 3582.229736
	Iteration 5F: 3 clusters Score -7517110 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 55505 members 
Entering Unmasked Estep 
Score: -7521556.000000 Penalty: 3582.229736
	Iteration 6F: 3 clusters Score -7521556 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 58522 members 
Entering Unmasked Estep 
Score: -7524416.000000 Penalty: 3582.229736
	Iteration 7Q: 3 clusters Score -7524416 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 60113 members 
Entering Unmasked Estep 
Score: -7525953.500000 Penalty: 3582.229736
	Iteration 8Q: 3 clusters Score -7525954 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 60687 members 
Entering Unmasked Estep 
Score: -7526504.500000 Penalty: 3582.229736
	Iteration 9Q: 3 clusters Score -7526504 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 60877 members 
Entering Unmasked Estep 
Score: -7526688.500000 Penalty: 3582.229736
	Iteration 10Q: 3 clusters Score -7526688 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 60952 members 
Entering Unmasked Estep 
Score: -7526763.500000 Penalty: 3582.229736
	Iteration 11Q: 3 clusters Score -7526764 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 60984 members 
Entering Unmasked Estep 
Score: -7526814.500000 Penalty: 3582.229736
	Iteration 12Q: 3 clusters Score -7526814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 60998 members 
Entering Unmasked Estep 
Score: -7526853.500000 Penalty: 3582.229736
	Iteration 13Q: 3 clusters Score -7526854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 61007 members 
Entering Unmasked Estep 
Score: -7526872.500000 Penalty: 3582.229736
	Iteration 14Q: 3 clusters Score -7526872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 61013 members 
Entering Unmasked Estep 
Score: -7526871.000000 Penalty: 3582.229736
	Iteration 15Q: 3 clusters Score -7526871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 61017 members 
Entering Unmasked Estep 
Score: -7526884.000000 Penalty: 3582.229736
	Iteration 16Q: 3 clusters Score -7526884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 61022 members 
Entering Unmasked Estep 
Score: -7526890.500000 Penalty: 3582.229736
	Iteration 17Q: 3 clusters Score -7526890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 61025 members 
Entering Unmasked Estep 
Score: -7526894.500000 Penalty: 3582.229736
	Iteration 18Q: 3 clusters Score -7526894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 61027 members 
Entering Unmasked Estep 
Score: -7526901.500000 Penalty: 3582.229736
	Iteration 19Q: 3 clusters Score -7526902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 61027 members 
Entering Unmasked Estep 
Score: -7526907.500000 Penalty: 3582.229736
	Iteration 20F: 3 clusters Score -7526908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 61028 members 
Entering Unmasked Estep 
Score: -7526911.500000 Penalty: 3582.229736
	Iteration 21Q: 3 clusters Score -7526912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 61029 members 
Entering Unmasked Estep 
Score: -7526912.000000 Penalty: 3582.229736
	Iteration 22Q: 3 clusters Score -7526912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 61031 members 
Entering Unmasked Estep 
Score: -7526917.500000 Penalty: 3582.229736
	Iteration 23Q: 3 clusters Score -7526918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
Score: -7526921.500000 Penalty: 3582.229736
	Iteration 24Q: 3 clusters Score -7526922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
Score: -7526917.000000 Penalty: 3582.229736
	Iteration 25Q: 3 clusters Score -7526917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
Score: -7526917.000000 Penalty: 3582.229736
	Iteration 26F: 3 clusters Score -7526917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Entering Unmasked Estep 
Score: -155674.312500 Penalty: 1183.225098
	Iteration 0F: 2 clusters Score -155674.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -153963.171875 Penalty: 2366.450195
	Iteration 0F: 3 clusters Score -153963.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -154406.640625 Penalty: 2366.450195
	Iteration 1F: 3 clusters Score -154406.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -154606.000000 Penalty: 2366.450195
	Iteration 2F: 3 clusters Score -154606 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -154731.687500 Penalty: 2366.450195
	Iteration 3F: 3 clusters Score -154731.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -154814.812500 Penalty: 2366.450195
	Iteration 4Q: 3 clusters Score -154814.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -154879.875000 Penalty: 2366.450195
	Iteration 5Q: 3 clusters Score -154879.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -154930.093750 Penalty: 2366.450195
	Iteration 6Q: 3 clusters Score -154930.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -154976.703125 Penalty: 2366.450195
	Iteration 7Q: 3 clusters Score -154976.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -155046.546875 Penalty: 2366.450195
	Iteration 8Q: 3 clusters Score -155046.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -155111.937500 Penalty: 2366.450195
	Iteration 9Q: 3 clusters Score -155111.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -155176.703125 Penalty: 2366.450195
	Iteration 10Q: 3 clusters Score -155176.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -155242.390625 Penalty: 2366.450195
	Iteration 11Q: 3 clusters Score -155242.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -155298.312500 Penalty: 2366.450195
	Iteration 12Q: 3 clusters Score -155298.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -155341.765625 Penalty: 2366.450195
	Iteration 13Q: 3 clusters Score -155341.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -155376.703125 Penalty: 2366.450195
	Iteration 14Q: 3 clusters Score -155376.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -155406.734375 Penalty: 2366.450195
	Iteration 15Q: 3 clusters Score -155406.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -155433.828125 Penalty: 2366.450195
	Iteration 16Q: 3 clusters Score -155433.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -155457.406250 Penalty: 2366.450195
	Iteration 17Q: 3 clusters Score -155457.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -155474.203125 Penalty: 2366.450195
	Iteration 18Q: 3 clusters Score -155474.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -155494.718750 Penalty: 2366.450195
	Iteration 19Q: 3 clusters Score -155494.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -155506.171875 Penalty: 2366.450195
	Iteration 20F: 3 clusters Score -155506.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -155512.296875 Penalty: 2366.450195
	Iteration 21Q: 3 clusters Score -155512.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -155513.578125 Penalty: 2366.450195
	Iteration 22Q: 3 clusters Score -155513.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -155514.062500 Penalty: 2366.450195
	Iteration 23Q: 3 clusters Score -155514.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -155514.062500 Penalty: 2366.450195
	Iteration 24F: 3 clusters Score -155514.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Entering Unmasked Estep 
Score: -609563.375000 Penalty: 1380.495483
	Iteration 0F: 2 clusters Score -609563.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -605624.750000 Penalty: 2760.990967
	Iteration 0F: 3 clusters Score -605624.8 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -606760.937500 Penalty: 2760.990967
	Iteration 1F: 3 clusters Score -606760.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -606960.687500 Penalty: 2760.990967
	Iteration 2F: 3 clusters Score -606960.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -607099.437500 Penalty: 2760.990967
	Iteration 3F: 3 clusters Score -607099.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -607205.312500 Penalty: 2760.990967
	Iteration 4Q: 3 clusters Score -607205.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -607322.875000 Penalty: 2760.990967
	Iteration 5Q: 3 clusters Score -607322.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -607426.187500 Penalty: 2760.990967
	Iteration 6Q: 3 clusters Score -607426.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -607488.000000 Penalty: 2760.990967
	Iteration 7Q: 3 clusters Score -607488 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -607545.187500 Penalty: 2760.990967
	Iteration 8Q: 3 clusters Score -607545.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -607591.687500 Penalty: 2760.990967
	Iteration 9Q: 3 clusters Score -607591.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -607634.312500 Penalty: 2760.990967
	Iteration 10Q: 3 clusters Score -607634.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -607675.125000 Penalty: 2760.990967
	Iteration 11Q: 3 clusters Score -607675.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -607707.062500 Penalty: 2760.990967
	Iteration 12Q: 3 clusters Score -607707.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -607741.187500 Penalty: 2760.990967
	Iteration 13Q: 3 clusters Score -607741.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -607772.875000 Penalty: 2760.990967
	Iteration 14Q: 3 clusters Score -607772.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -607801.187500 Penalty: 2760.990967
	Iteration 15Q: 3 clusters Score -607801.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -607824.125000 Penalty: 2760.990967
	Iteration 16Q: 3 clusters Score -607824.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -607846.500000 Penalty: 2760.990967
	Iteration 17Q: 3 clusters Score -607846.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -607869.062500 Penalty: 2760.990967
	Iteration 18Q: 3 clusters Score -607869.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -607894.187500 Penalty: 2760.990967
	Iteration 19Q: 3 clusters Score -607894.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -607921.125000 Penalty: 2760.990967
	Iteration 20F: 3 clusters Score -607921.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -607946.812500 Penalty: 2760.990967
	Iteration 21Q: 3 clusters Score -607946.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -607963.187500 Penalty: 2760.990967
	Iteration 22Q: 3 clusters Score -607963.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -607977.187500 Penalty: 2760.990967
	Iteration 23Q: 3 clusters Score -607977.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -607989.562500 Penalty: 2760.990967
	Iteration 24Q: 3 clusters Score -607989.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -607999.062500 Penalty: 2760.990967
	Iteration 25Q: 3 clusters Score -607999.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -608005.937500 Penalty: 2760.990967
	Iteration 26Q: 3 clusters Score -608005.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -608012.187500 Penalty: 2760.990967
	Iteration 27Q: 3 clusters Score -608012.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -608017.625000 Penalty: 2760.990967
	Iteration 28Q: 3 clusters Score -608017.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -608020.937500 Penalty: 2760.990967
	Iteration 29Q: 3 clusters Score -608020.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -608025.125000 Penalty: 2760.990967
	Iteration 30Q: 3 clusters Score -608025.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -608028.812500 Penalty: 2760.990967
	Iteration 31Q: 3 clusters Score -608028.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -608030.562500 Penalty: 2760.990967
	Iteration 32Q: 3 clusters Score -608030.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -608033.562500 Penalty: 2760.990967
	Iteration 33Q: 3 clusters Score -608033.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -608037.250000 Penalty: 2760.990967
	Iteration 34Q: 3 clusters Score -608037.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -608041.000000 Penalty: 2760.990967
	Iteration 35Q: 3 clusters Score -608041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -608045.312500 Penalty: 2760.990967
	Iteration 36Q: 3 clusters Score -608045.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -608050.750000 Penalty: 2760.990967
	Iteration 37Q: 3 clusters Score -608050.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -608056.687500 Penalty: 2760.990967
	Iteration 38Q: 3 clusters Score -608056.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -608060.687500 Penalty: 2760.990967
	Iteration 39Q: 3 clusters Score -608060.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -608063.437500 Penalty: 2760.990967
	Iteration 40F: 3 clusters Score -608063.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -608067.562500 Penalty: 2760.990967
	Iteration 41Q: 3 clusters Score -608067.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -608074.000000 Penalty: 2760.990967
	Iteration 42Q: 3 clusters Score -608074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -608084.375000 Penalty: 2760.990967
	Iteration 43Q: 3 clusters Score -608084.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -608093.312500 Penalty: 2760.990967
	Iteration 44Q: 3 clusters Score -608093.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -608102.125000 Penalty: 2760.990967
	Iteration 45Q: 3 clusters Score -608102.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -608108.312500 Penalty: 2760.990967
	Iteration 46Q: 3 clusters Score -608108.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -608112.562500 Penalty: 2760.990967
	Iteration 47Q: 3 clusters Score -608112.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -608116.437500 Penalty: 2760.990967
	Iteration 48Q: 3 clusters Score -608116.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -608118.250000 Penalty: 2760.990967
	Iteration 49Q: 3 clusters Score -608118.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -608120.937500 Penalty: 2760.990967
	Iteration 50Q: 3 clusters Score -608120.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -608124.375000 Penalty: 2760.990967
	Iteration 51Q: 3 clusters Score -608124.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -608125.187500 Penalty: 2760.990967
	Iteration 52Q: 3 clusters Score -608125.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -608125.812500 Penalty: 2760.990967
	Iteration 53Q: 3 clusters Score -608125.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -608125.625000 Penalty: 2760.990967
	Iteration 54Q: 3 clusters Score -608125.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -608127.000000 Penalty: 2760.990967
	Iteration 55Q: 3 clusters Score -608127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -608128.187500 Penalty: 2760.990967
	Iteration 56Q: 3 clusters Score -608128.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -608128.187500 Penalty: 2760.990967
	Iteration 57Q: 3 clusters Score -608128.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -608128.562500 Penalty: 2760.990967
	Iteration 58Q: 3 clusters Score -608128.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -608129.312500 Penalty: 2760.990967
	Iteration 59Q: 3 clusters Score -608129.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -608130.687500 Penalty: 2760.990967
	Iteration 60F: 3 clusters Score -608130.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -608133.062500 Penalty: 2760.990967
	Iteration 61Q: 3 clusters Score -608133.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -608136.062500 Penalty: 2760.990967
	Iteration 62Q: 3 clusters Score -608136.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -608138.125000 Penalty: 2760.990967
	Iteration 63Q: 3 clusters Score -608138.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -608140.062500 Penalty: 2760.990967
	Iteration 64Q: 3 clusters Score -608140.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -608141.937500 Penalty: 2760.990967
	Iteration 65Q: 3 clusters Score -608141.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -608143.812500 Penalty: 2760.990967
	Iteration 66Q: 3 clusters Score -608143.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -608143.937500 Penalty: 2760.990967
	Iteration 67Q: 3 clusters Score -608143.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -608143.500000 Penalty: 2760.990967
	Iteration 68Q: 3 clusters Score -608143.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -608143.125000 Penalty: 2760.990967
	Iteration 69Q: 3 clusters Score -608143.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -608144.125000 Penalty: 2760.990967
	Iteration 70Q: 3 clusters Score -608144.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -608144.375000 Penalty: 2760.990967
	Iteration 71Q: 3 clusters Score -608144.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -608146.687500 Penalty: 2760.990967
	Iteration 72Q: 3 clusters Score -608146.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -608146.500000 Penalty: 2760.990967
	Iteration 73Q: 3 clusters Score -608146.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -608147.625000 Penalty: 2760.990967
	Iteration 74Q: 3 clusters Score -608147.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -608147.625000 Penalty: 2760.990967
	Iteration 75F: 3 clusters Score -608147.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Entering Unmasked Estep 
Score: -1204781.125000 Penalty: 1492.199219
	Iteration 0F: 2 clusters Score -1204781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1197760.250000 Penalty: 2984.398438
	Iteration 0F: 3 clusters Score -1197760 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1200147.250000 Penalty: 2984.398438
	Iteration 1F: 3 clusters Score -1200147 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1200633.000000 Penalty: 2984.398438
	Iteration 2F: 3 clusters Score -1200633 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1201172.125000 Penalty: 2984.398438
	Iteration 3F: 3 clusters Score -1201172 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1201648.250000 Penalty: 2984.398438
	Iteration 4F: 3 clusters Score -1201648 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1202074.125000 Penalty: 2984.398438
	Iteration 5F: 3 clusters Score -1202074 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1202487.625000 Penalty: 2984.398438
	Iteration 6F: 3 clusters Score -1202488 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1202777.500000 Penalty: 2984.398438
	Iteration 7Q: 3 clusters Score -1202778 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1202961.375000 Penalty: 2984.398438
	Iteration 8Q: 3 clusters Score -1202961 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1203096.250000 Penalty: 2984.398438
	Iteration 9Q: 3 clusters Score -1203096 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1203178.250000 Penalty: 2984.398438
	Iteration 10Q: 3 clusters Score -1203178 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1203251.625000 Penalty: 2984.398438
	Iteration 11Q: 3 clusters Score -1203252 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1203306.125000 Penalty: 2984.398438
	Iteration 12Q: 3 clusters Score -1203306 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1203340.125000 Penalty: 2984.398438
	Iteration 13Q: 3 clusters Score -1203340 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1203368.375000 Penalty: 2984.398438
	Iteration 14Q: 3 clusters Score -1203368 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1203391.500000 Penalty: 2984.398438
	Iteration 15Q: 3 clusters Score -1203392 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1203417.500000 Penalty: 2984.398438
	Iteration 16Q: 3 clusters Score -1203418 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1203436.875000 Penalty: 2984.398438
	Iteration 17Q: 3 clusters Score -1203437 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1203458.125000 Penalty: 2984.398438
	Iteration 18Q: 3 clusters Score -1203458 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1203473.875000 Penalty: 2984.398438
	Iteration 19Q: 3 clusters Score -1203474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1203482.750000 Penalty: 2984.398438
	Iteration 20F: 3 clusters Score -1203483 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1203491.750000 Penalty: 2984.398438
	Iteration 21Q: 3 clusters Score -1203492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1203499.250000 Penalty: 2984.398438
	Iteration 22Q: 3 clusters Score -1203499 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1203509.125000 Penalty: 2984.398438
	Iteration 23Q: 3 clusters Score -1203509 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1203519.875000 Penalty: 2984.398438
	Iteration 24Q: 3 clusters Score -1203520 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1203529.750000 Penalty: 2984.398438
	Iteration 25Q: 3 clusters Score -1203530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1203535.750000 Penalty: 2984.398438
	Iteration 26Q: 3 clusters Score -1203536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1203541.625000 Penalty: 2984.398438
	Iteration 27Q: 3 clusters Score -1203542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1203548.375000 Penalty: 2984.398438
	Iteration 28Q: 3 clusters Score -1203548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1203557.125000 Penalty: 2984.398438
	Iteration 29Q: 3 clusters Score -1203557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1203562.125000 Penalty: 2984.398438
	Iteration 30Q: 3 clusters Score -1203562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1203566.375000 Penalty: 2984.398438
	Iteration 31Q: 3 clusters Score -1203566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1203573.000000 Penalty: 2984.398438
	Iteration 32Q: 3 clusters Score -1203573 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1203581.250000 Penalty: 2984.398438
	Iteration 33Q: 3 clusters Score -1203581 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1203592.625000 Penalty: 2984.398438
	Iteration 34Q: 3 clusters Score -1203593 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1203600.500000 Penalty: 2984.398438
	Iteration 35Q: 3 clusters Score -1203600 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1203611.125000 Penalty: 2984.398438
	Iteration 36Q: 3 clusters Score -1203611 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1203626.750000 Penalty: 2984.398438
	Iteration 37Q: 3 clusters Score -1203627 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1203636.750000 Penalty: 2984.398438
	Iteration 38Q: 3 clusters Score -1203637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1203647.375000 Penalty: 2984.398438
	Iteration 39Q: 3 clusters Score -1203647 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1203654.500000 Penalty: 2984.398438
	Iteration 40F: 3 clusters Score -1203654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1203668.125000 Penalty: 2984.398438
	Iteration 41Q: 3 clusters Score -1203668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1203671.375000 Penalty: 2984.398438
	Iteration 42Q: 3 clusters Score -1203671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1203676.375000 Penalty: 2984.398438
	Iteration 43Q: 3 clusters Score -1203676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1203680.500000 Penalty: 2984.398438
	Iteration 44Q: 3 clusters Score -1203680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1203686.125000 Penalty: 2984.398438
	Iteration 45Q: 3 clusters Score -1203686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1203689.000000 Penalty: 2984.398438
	Iteration 46Q: 3 clusters Score -1203689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1203692.250000 Penalty: 2984.398438
	Iteration 47Q: 3 clusters Score -1203692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1203695.125000 Penalty: 2984.398438
	Iteration 48Q: 3 clusters Score -1203695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1203697.375000 Penalty: 2984.398438
	Iteration 49Q: 3 clusters Score -1203697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1203696.875000 Penalty: 2984.398438
	Iteration 50Q: 3 clusters Score -1203697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1203699.250000 Penalty: 2984.398438
	Iteration 51Q: 3 clusters Score -1203699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1203697.250000 Penalty: 2984.398438
	Iteration 52Q: 3 clusters Score -1203697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1203699.375000 Penalty: 2984.398438
	Iteration 53Q: 3 clusters Score -1203699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1203701.375000 Penalty: 2984.398438
	Iteration 54Q: 3 clusters Score -1203701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1203700.625000 Penalty: 2984.398438
	Iteration 55Q: 3 clusters Score -1203701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1203703.125000 Penalty: 2984.398438
	Iteration 56Q: 3 clusters Score -1203703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1203703.125000 Penalty: 2984.398438
	Iteration 57F: 3 clusters Score -1203703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (83656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83656 members 
Entering Unmasked Estep 
Score: -10172900.000000 Penalty: 1841.851196
	Iteration 0F: 2 clusters Score -1.01729e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -10116759.000000 Penalty: 3683.702393
	Iteration 0F: 3 clusters Score -1.011676e+07 nChanged 39892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -10140274.000000 Penalty: 3683.702393
	Iteration 1F: 3 clusters Score -1.014027e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -10141283.000000 Penalty: 3683.702393
	Iteration 2Q: 3 clusters Score -1.014128e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -10142609.000000 Penalty: 3683.702393
	Iteration 3Q: 3 clusters Score -1.014261e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -10144497.000000 Penalty: 3683.702393
	Iteration 4Q: 3 clusters Score -1.01445e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -10146966.000000 Penalty: 3683.702393
	Iteration 5F: 3 clusters Score -1.014697e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -10150179.000000 Penalty: 3683.702393
	Iteration 6F: 3 clusters Score -1.015018e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53917 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -10153720.000000 Penalty: 3683.702393
	Iteration 7F: 3 clusters Score -1.015372e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56880 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -10156865.000000 Penalty: 3683.702393
	Iteration 8F: 3 clusters Score -1.015686e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59449 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -10159152.000000 Penalty: 3683.702393
	Iteration 9Q: 3 clusters Score -1.015915e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61648 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -10160668.000000 Penalty: 3683.702393
	Iteration 10Q: 3 clusters Score -1.016067e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63617 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -10161930.000000 Penalty: 3683.702393
	Iteration 11Q: 3 clusters Score -1.016193e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65453 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -10163002.000000 Penalty: 3683.702393
	Iteration 12Q: 3 clusters Score -1.0163e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67127 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -10163886.000000 Penalty: 3683.702393
	Iteration 13Q: 3 clusters Score -1.016389e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68681 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -10164639.000000 Penalty: 3683.702393
	Iteration 14Q: 3 clusters Score -1.016464e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70138 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -10165326.000000 Penalty: 3683.702393
	Iteration 15Q: 3 clusters Score -1.016533e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71488 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -10166006.000000 Penalty: 3683.702393
	Iteration 16Q: 3 clusters Score -1.016601e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72750 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -10166568.000000 Penalty: 3683.702393
	Iteration 17Q: 3 clusters Score -1.016657e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73949 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -10167118.000000 Penalty: 3683.702393
	Iteration 18Q: 3 clusters Score -1.016712e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75072 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -10167659.000000 Penalty: 3683.702393
	Iteration 19Q: 3 clusters Score -1.016766e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76106 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -10168129.000000 Penalty: 3683.702393
	Iteration 20F: 3 clusters Score -1.016813e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77109 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -10168640.000000 Penalty: 3683.702393
	Iteration 21Q: 3 clusters Score -1.016864e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78015 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -10169138.000000 Penalty: 3683.702393
	Iteration 22Q: 3 clusters Score -1.016914e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78875 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -10169621.000000 Penalty: 3683.702393
	Iteration 23Q: 3 clusters Score -1.016962e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79617 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -10170011.000000 Penalty: 3683.702393
	Iteration 24Q: 3 clusters Score -1.017001e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80265 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -10170385.000000 Penalty: 3683.702393
	Iteration 25Q: 3 clusters Score -1.017038e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80777 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -10170635.000000 Penalty: 3683.702393
	Iteration 26Q: 3 clusters Score -1.017064e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81192 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -10170836.000000 Penalty: 3683.702393
	Iteration 27Q: 3 clusters Score -1.017084e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81497 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -10171008.000000 Penalty: 3683.702393
	Iteration 28Q: 3 clusters Score -1.017101e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81747 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -10171123.000000 Penalty: 3683.702393
	Iteration 29Q: 3 clusters Score -1.017112e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81919 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -10171266.000000 Penalty: 3683.702393
	Iteration 30Q: 3 clusters Score -1.017127e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82034 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -10171453.000000 Penalty: 3683.702393
	Iteration 31Q: 3 clusters Score -1.017145e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82096 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -10171573.000000 Penalty: 3683.702393
	Iteration 32Q: 3 clusters Score -1.017157e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82144 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -10171621.000000 Penalty: 3683.702393
	Iteration 33Q: 3 clusters Score -1.017162e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82170 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -10171661.000000 Penalty: 3683.702393
	Iteration 34Q: 3 clusters Score -1.017166e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82176 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -10171669.000000 Penalty: 3683.702393
	Iteration 35Q: 3 clusters Score -1.017167e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82188 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -10171662.000000 Penalty: 3683.702393
	Iteration 36Q: 3 clusters Score -1.017166e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82201 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -10171669.000000 Penalty: 3683.702393
	Iteration 37Q: 3 clusters Score -1.017167e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82206 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -10171672.000000 Penalty: 3683.702393
	Iteration 38Q: 3 clusters Score -1.017167e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82210 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -10171664.000000 Penalty: 3683.702393
	Iteration 39Q: 3 clusters Score -1.017166e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82210 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -10171675.000000 Penalty: 3683.702393
	Iteration 40F: 3 clusters Score -1.017168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82209 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -10171681.000000 Penalty: 3683.702393
	Iteration 41Q: 3 clusters Score -1.017168e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82209 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -10171688.000000 Penalty: 3683.702393
	Iteration 42Q: 3 clusters Score -1.017169e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82208 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -10171692.000000 Penalty: 3683.702393
	Iteration 43Q: 3 clusters Score -1.017169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82208 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -10171699.000000 Penalty: 3683.702393
	Iteration 44Q: 3 clusters Score -1.01717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82212 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -10171698.000000 Penalty: 3683.702393
	Iteration 45Q: 3 clusters Score -1.01717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82213 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -10171698.000000 Penalty: 3683.702393
	Iteration 46Q: 3 clusters Score -1.01717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82214 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -10171696.000000 Penalty: 3683.702393
	Iteration 47Q: 3 clusters Score -1.01717e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82214 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -10171696.000000 Penalty: 3683.702393
	Iteration 48F: 3 clusters Score -1.01717e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (38019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Entering Unmasked Estep 
Score: -4742289.000000 Penalty: 1713.699219
	Iteration 0F: 2 clusters Score -4742289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -4716915.000000 Penalty: 3427.398438
	Iteration 0F: 3 clusters Score -4716915 nChanged 17604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -4727054.000000 Penalty: 3427.398438
	Iteration 1F: 3 clusters Score -4727054 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -4727575.500000 Penalty: 3427.398438
	Iteration 2Q: 3 clusters Score -4727576 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -4728117.000000 Penalty: 3427.398438
	Iteration 3Q: 3 clusters Score -4728117 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -4728744.000000 Penalty: 3427.398438
	Iteration 4Q: 3 clusters Score -4728744 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -4729403.000000 Penalty: 3427.398438
	Iteration 5Q: 3 clusters Score -4729403 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -4730203.000000 Penalty: 3427.398438
	Iteration 6Q: 3 clusters Score -4730203 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -4731166.500000 Penalty: 3427.398438
	Iteration 7Q: 3 clusters Score -4731166 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -4732323.500000 Penalty: 3427.398438
	Iteration 8F: 3 clusters Score -4732324 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -4733565.500000 Penalty: 3427.398438
	Iteration 9F: 3 clusters Score -4733566 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -4734763.500000 Penalty: 3427.398438
	Iteration 10Q: 3 clusters Score -4734764 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -4735818.500000 Penalty: 3427.398438
	Iteration 11Q: 3 clusters Score -4735818 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -4736705.000000 Penalty: 3427.398438
	Iteration 12Q: 3 clusters Score -4736705 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -4737331.500000 Penalty: 3427.398438
	Iteration 13Q: 3 clusters Score -4737332 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -4737833.500000 Penalty: 3427.398438
	Iteration 14Q: 3 clusters Score -4737834 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -4738189.000000 Penalty: 3427.398438
	Iteration 15Q: 3 clusters Score -4738189 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -4738449.500000 Penalty: 3427.398438
	Iteration 16Q: 3 clusters Score -4738450 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -4738715.000000 Penalty: 3427.398438
	Iteration 17Q: 3 clusters Score -4738715 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -4738944.000000 Penalty: 3427.398438
	Iteration 18Q: 3 clusters Score -4738944 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -4739152.500000 Penalty: 3427.398438
	Iteration 19Q: 3 clusters Score -4739152 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -4739405.500000 Penalty: 3427.398438
	Iteration 20F: 3 clusters Score -4739406 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -4739582.500000 Penalty: 3427.398438
	Iteration 21Q: 3 clusters Score -4739582 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -4739763.000000 Penalty: 3427.398438
	Iteration 22Q: 3 clusters Score -4739763 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -4739899.000000 Penalty: 3427.398438
	Iteration 23Q: 3 clusters Score -4739899 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -4740035.000000 Penalty: 3427.398438
	Iteration 24Q: 3 clusters Score -4740035 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -4740139.500000 Penalty: 3427.398438
	Iteration 25Q: 3 clusters Score -4740140 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -4740252.500000 Penalty: 3427.398438
	Iteration 26Q: 3 clusters Score -4740252 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -4740344.000000 Penalty: 3427.398438
	Iteration 27Q: 3 clusters Score -4740344 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -4740427.000000 Penalty: 3427.398438
	Iteration 28Q: 3 clusters Score -4740427 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -4740494.000000 Penalty: 3427.398438
	Iteration 29Q: 3 clusters Score -4740494 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -4740551.500000 Penalty: 3427.398438
	Iteration 30Q: 3 clusters Score -4740552 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -4740594.000000 Penalty: 3427.398438
	Iteration 31Q: 3 clusters Score -4740594 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -4740646.000000 Penalty: 3427.398438
	Iteration 32Q: 3 clusters Score -4740646 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -4740700.000000 Penalty: 3427.398438
	Iteration 33Q: 3 clusters Score -4740700 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -4740729.500000 Penalty: 3427.398438
	Iteration 34Q: 3 clusters Score -4740730 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -4740749.500000 Penalty: 3427.398438
	Iteration 35Q: 3 clusters Score -4740750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -4740764.000000 Penalty: 3427.398438
	Iteration 36Q: 3 clusters Score -4740764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -4740770.000000 Penalty: 3427.398438
	Iteration 37Q: 3 clusters Score -4740770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -4740779.000000 Penalty: 3427.398438
	Iteration 38Q: 3 clusters Score -4740779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -4740787.000000 Penalty: 3427.398438
	Iteration 39Q: 3 clusters Score -4740787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -4740788.000000 Penalty: 3427.398438
	Iteration 40F: 3 clusters Score -4740788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -4740790.000000 Penalty: 3427.398438
	Iteration 41Q: 3 clusters Score -4740790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -4740799.500000 Penalty: 3427.398438
	Iteration 42Q: 3 clusters Score -4740800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -4740796.500000 Penalty: 3427.398438
	Iteration 43Q: 3 clusters Score -4740796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -4740798.500000 Penalty: 3427.398438
	Iteration 44Q: 3 clusters Score -4740798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -4740800.500000 Penalty: 3427.398438
	Iteration 45Q: 3 clusters Score -4740800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -4740804.000000 Penalty: 3427.398438
	Iteration 46Q: 3 clusters Score -4740804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -4740807.000000 Penalty: 3427.398438
	Iteration 47Q: 3 clusters Score -4740807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -4740807.000000 Penalty: 3427.398438
	Iteration 48Q: 3 clusters Score -4740807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -4740807.000000 Penalty: 3427.398438
	Iteration 49F: 3 clusters Score -4740807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -62172.285156 Penalty: 1039.501099
	Iteration 0F: 2 clusters Score -62172.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61021.964844 Penalty: 2079.002197
	Iteration 0F: 3 clusters Score -61021.96 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -61368.925781 Penalty: 2079.002197
	Iteration 1F: 3 clusters Score -61368.93 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61661.843750 Penalty: 2079.002197
	Iteration 2F: 3 clusters Score -61661.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61809.074219 Penalty: 2079.002197
	Iteration 3F: 3 clusters Score -61809.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -61878.710938 Penalty: 2079.002197
	Iteration 4Q: 3 clusters Score -61878.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -61945.394531 Penalty: 2079.002197
	Iteration 5Q: 3 clusters Score -61945.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -61984.726562 Penalty: 2079.002197
	Iteration 6Q: 3 clusters Score -61984.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -62003.589844 Penalty: 2079.002197
	Iteration 7Q: 3 clusters Score -62003.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -62014.441406 Penalty: 2079.002197
	Iteration 8Q: 3 clusters Score -62014.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -62029.921875 Penalty: 2079.002197
	Iteration 9Q: 3 clusters Score -62029.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -62041.835938 Penalty: 2079.002197
	Iteration 10Q: 3 clusters Score -62041.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -62055.234375 Penalty: 2079.002197
	Iteration 11Q: 3 clusters Score -62055.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -62058.546875 Penalty: 2079.002197
	Iteration 12Q: 3 clusters Score -62058.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -62066.484375 Penalty: 2079.002197
	Iteration 13Q: 3 clusters Score -62066.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -62070.152344 Penalty: 2079.002197
	Iteration 14Q: 3 clusters Score -62070.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -62071.496094 Penalty: 2079.002197
	Iteration 15Q: 3 clusters Score -62071.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -62075.656250 Penalty: 2079.002197
	Iteration 16Q: 3 clusters Score -62075.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -62083.121094 Penalty: 2079.002197
	Iteration 17Q: 3 clusters Score -62083.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -62087.332031 Penalty: 2079.002197
	Iteration 18Q: 3 clusters Score -62087.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -62087.332031 Penalty: 2079.002197
	Iteration 19F: 3 clusters Score -62087.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (112586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112586 members 
Entering Unmasked Estep 
Score: -14233983.000000 Penalty: 1890.114258
	Iteration 0F: 2 clusters Score -1.423398e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56360 members 
Mstep: Class 2 contains 56226 members 
Entering Unmasked Estep 
Score: -14173678.000000 Penalty: 3780.228516
	Iteration 0F: 3 clusters Score -1.417368e+07 nChanged 53924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57232 members 
Mstep: Class 2 contains 55354 members 
Entering Unmasked Estep 
Score: -14205432.000000 Penalty: 3780.228516
	Iteration 1F: 3 clusters Score -1.420543e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58194 members 
Mstep: Class 2 contains 54392 members 
Entering Unmasked Estep 
Score: -14206557.000000 Penalty: 3780.228516
	Iteration 2Q: 3 clusters Score -1.420656e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59689 members 
Mstep: Class 2 contains 52897 members 
Entering Unmasked Estep 
Score: -14208449.000000 Penalty: 3780.228516
	Iteration 3Q: 3 clusters Score -1.420845e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61922 members 
Mstep: Class 2 contains 50664 members 
Entering Unmasked Estep 
Score: -14211215.000000 Penalty: 3780.228516
	Iteration 4F: 3 clusters Score -1.421122e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65050 members 
Mstep: Class 2 contains 47536 members 
Entering Unmasked Estep 
Score: -14215363.000000 Penalty: 3780.228516
	Iteration 5F: 3 clusters Score -1.421536e+07 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68641 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -14220971.000000 Penalty: 3780.228516
	Iteration 6F: 3 clusters Score -1.422097e+07 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71589 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -14226999.000000 Penalty: 3780.228516
	Iteration 7F: 3 clusters Score -1.4227e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73099 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -14230661.000000 Penalty: 3780.228516
	Iteration 8F: 3 clusters Score -1.423066e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73721 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -14231813.000000 Penalty: 3780.228516
	Iteration 9Q: 3 clusters Score -1.423181e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74124 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -14232290.000000 Penalty: 3780.228516
	Iteration 10Q: 3 clusters Score -1.423229e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74445 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -14232486.000000 Penalty: 3780.228516
	Iteration 11Q: 3 clusters Score -1.423249e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74713 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -14232689.000000 Penalty: 3780.228516
	Iteration 12Q: 3 clusters Score -1.423269e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74996 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -14232867.000000 Penalty: 3780.228516
	Iteration 13Q: 3 clusters Score -1.423287e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75256 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -14233037.000000 Penalty: 3780.228516
	Iteration 14Q: 3 clusters Score -1.423304e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75462 members 
Mstep: Class 2 contains 37124 members 
Entering Unmasked Estep 
Score: -14233175.000000 Penalty: 3780.228516
	Iteration 15Q: 3 clusters Score -1.423318e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75631 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -14233261.000000 Penalty: 3780.228516
	Iteration 16Q: 3 clusters Score -1.423326e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75761 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -14233317.000000 Penalty: 3780.228516
	Iteration 17Q: 3 clusters Score -1.423332e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75915 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -14233407.000000 Penalty: 3780.228516
	Iteration 18Q: 3 clusters Score -1.423341e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76066 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -14233478.000000 Penalty: 3780.228516
	Iteration 19Q: 3 clusters Score -1.423348e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76195 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -14233522.000000 Penalty: 3780.228516
	Iteration 20F: 3 clusters Score -1.423352e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76328 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -14233553.000000 Penalty: 3780.228516
	Iteration 21Q: 3 clusters Score -1.423355e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76463 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -14233579.000000 Penalty: 3780.228516
	Iteration 22Q: 3 clusters Score -1.423358e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76569 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -14233691.000000 Penalty: 3780.228516
	Iteration 23Q: 3 clusters Score -1.423369e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76679 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -14233797.000000 Penalty: 3780.228516
	Iteration 24Q: 3 clusters Score -1.42338e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76798 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -14233814.000000 Penalty: 3780.228516
	Iteration 25Q: 3 clusters Score -1.423381e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76890 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -14233849.000000 Penalty: 3780.228516
	Iteration 26Q: 3 clusters Score -1.423385e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76968 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -14233861.000000 Penalty: 3780.228516
	Iteration 27Q: 3 clusters Score -1.423386e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77048 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -14233814.000000 Penalty: 3780.228516
	Iteration 28Q: 3 clusters Score -1.423381e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77111 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -14233793.000000 Penalty: 3780.228516
	Iteration 29Q: 3 clusters Score -1.423379e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77149 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -14233773.000000 Penalty: 3780.228516
	Iteration 30Q: 3 clusters Score -1.423377e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77184 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -14233792.000000 Penalty: 3780.228516
	Iteration 31Q: 3 clusters Score -1.423379e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77238 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -14233800.000000 Penalty: 3780.228516
	Iteration 32Q: 3 clusters Score -1.42338e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77282 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -14233825.000000 Penalty: 3780.228516
	Iteration 33Q: 3 clusters Score -1.423382e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77344 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -14233840.000000 Penalty: 3780.228516
	Iteration 34Q: 3 clusters Score -1.423384e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77381 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -14233846.000000 Penalty: 3780.228516
	Iteration 35Q: 3 clusters Score -1.423385e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77417 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -14233836.000000 Penalty: 3780.228516
	Iteration 36Q: 3 clusters Score -1.423384e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77448 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -14233859.000000 Penalty: 3780.228516
	Iteration 37Q: 3 clusters Score -1.423386e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77488 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -14233877.000000 Penalty: 3780.228516
	Iteration 38Q: 3 clusters Score -1.423388e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77543 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -14233879.000000 Penalty: 3780.228516
	Iteration 39Q: 3 clusters Score -1.423388e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77597 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -14233896.000000 Penalty: 3780.228516
	Iteration 40F: 3 clusters Score -1.42339e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77656 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -14233882.000000 Penalty: 3780.228516
	Iteration 41Q: 3 clusters Score -1.423388e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77707 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -14233886.000000 Penalty: 3780.228516
	Iteration 42Q: 3 clusters Score -1.423389e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77757 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -14233889.000000 Penalty: 3780.228516
	Iteration 43Q: 3 clusters Score -1.423389e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77810 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -14233908.000000 Penalty: 3780.228516
	Iteration 44Q: 3 clusters Score -1.423391e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77851 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -14233910.000000 Penalty: 3780.228516
	Iteration 45Q: 3 clusters Score -1.423391e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77896 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -14233915.000000 Penalty: 3780.228516
	Iteration 46Q: 3 clusters Score -1.423392e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77934 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -14233920.000000 Penalty: 3780.228516
	Iteration 47Q: 3 clusters Score -1.423392e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77973 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -14233903.000000 Penalty: 3780.228516
	Iteration 48Q: 3 clusters Score -1.42339e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78008 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -14233895.000000 Penalty: 3780.228516
	Iteration 49Q: 3 clusters Score -1.42339e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78038 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -14233927.000000 Penalty: 3780.228516
	Iteration 50Q: 3 clusters Score -1.423393e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78058 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -14233907.000000 Penalty: 3780.228516
	Iteration 51Q: 3 clusters Score -1.423391e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78080 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -14233927.000000 Penalty: 3780.228516
	Iteration 52Q: 3 clusters Score -1.423393e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78099 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -14233933.000000 Penalty: 3780.228516
	Iteration 53Q: 3 clusters Score -1.423393e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78123 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -14233945.000000 Penalty: 3780.228516
	Iteration 54Q: 3 clusters Score -1.423394e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78149 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -14233948.000000 Penalty: 3780.228516
	Iteration 55Q: 3 clusters Score -1.423395e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78171 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -14233935.000000 Penalty: 3780.228516
	Iteration 56Q: 3 clusters Score -1.423394e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78188 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -14233946.000000 Penalty: 3780.228516
	Iteration 57Q: 3 clusters Score -1.423395e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78203 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -14233964.000000 Penalty: 3780.228516
	Iteration 58Q: 3 clusters Score -1.423396e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78222 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -14233949.000000 Penalty: 3780.228516
	Iteration 59Q: 3 clusters Score -1.423395e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78236 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -14233953.000000 Penalty: 3780.228516
	Iteration 60F: 3 clusters Score -1.423395e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78252 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -14233943.000000 Penalty: 3780.228516
	Iteration 61Q: 3 clusters Score -1.423394e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78265 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -14233937.000000 Penalty: 3780.228516
	Iteration 62Q: 3 clusters Score -1.423394e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78277 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -14233947.000000 Penalty: 3780.228516
	Iteration 63Q: 3 clusters Score -1.423395e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78286 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -14233948.000000 Penalty: 3780.228516
	Iteration 64Q: 3 clusters Score -1.423395e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78294 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -14233946.000000 Penalty: 3780.228516
	Iteration 65Q: 3 clusters Score -1.423395e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78299 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -14233945.000000 Penalty: 3780.228516
	Iteration 66Q: 3 clusters Score -1.423394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78309 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -14233940.000000 Penalty: 3780.228516
	Iteration 67Q: 3 clusters Score -1.423394e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78318 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -14233940.000000 Penalty: 3780.228516
	Iteration 68Q: 3 clusters Score -1.423394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78322 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -14233939.000000 Penalty: 3780.228516
	Iteration 69Q: 3 clusters Score -1.423394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78327 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -14233935.000000 Penalty: 3780.228516
	Iteration 70Q: 3 clusters Score -1.423394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78327 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -14233933.000000 Penalty: 3780.228516
	Iteration 71Q: 3 clusters Score -1.423393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78327 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -14233933.000000 Penalty: 3780.228516
	Iteration 72F: 3 clusters Score -1.423393e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Entering Unmasked Estep 
Score: -212640.796875 Penalty: 1213.726074
	Iteration 0F: 2 clusters Score -212640.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -210700.843750 Penalty: 2427.452148
	Iteration 0F: 3 clusters Score -210700.8 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -211132.015625 Penalty: 2427.452148
	Iteration 1F: 3 clusters Score -211132 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -211351.281250 Penalty: 2427.452148
	Iteration 2F: 3 clusters Score -211351.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -211646.500000 Penalty: 2427.452148
	Iteration 3F: 3 clusters Score -211646.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -211883.109375 Penalty: 2427.452148
	Iteration 4F: 3 clusters Score -211883.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -212011.140625 Penalty: 2427.452148
	Iteration 5F: 3 clusters Score -212011.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -212101.593750 Penalty: 2427.452148
	Iteration 6Q: 3 clusters Score -212101.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -212207.187500 Penalty: 2427.452148
	Iteration 7Q: 3 clusters Score -212207.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -212376.328125 Penalty: 2427.452148
	Iteration 8Q: 3 clusters Score -212376.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -212538.859375 Penalty: 2427.452148
	Iteration 9Q: 3 clusters Score -212538.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -212789.968750 Penalty: 2427.452148
	Iteration 10Q: 3 clusters Score -212790 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -212939.750000 Penalty: 2427.452148
	Iteration 11Q: 3 clusters Score -212939.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -212962.843750 Penalty: 2427.452148
	Iteration 12Q: 3 clusters Score -212962.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -212968.906250 Penalty: 2427.452148
	Iteration 13Q: 3 clusters Score -212968.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -212970.328125 Penalty: 2427.452148
	Iteration 14Q: 3 clusters Score -212970.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -212970.812500 Penalty: 2427.452148
	Iteration 15Q: 3 clusters Score -212970.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -212970.812500 Penalty: 2427.452148
	Iteration 16F: 3 clusters Score -212970.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 103989 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 46056 members 
Mstep: Class 6 contains 9876 members 
Mstep: Class 7 contains 5211 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7210 members 
Mstep: Class 10 contains 105690 members 
Mstep: Class 11 contains 9462 members 
Mstep: Class 12 contains 109080 members 
Mstep: Class 13 contains 13928 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6514 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 22369 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 99023 members 
Mstep: Class 20 contains 17553 members 
Mstep: Class 21 contains 61221 members 
Mstep: Class 22 contains 1453 members 
Mstep: Class 23 contains 4892 members 
Mstep: Class 24 contains 9728 members 
Mstep: Class 25 contains 83656 members 
Mstep: Class 26 contains 38019 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112586 members 
Mstep: Class 29 contains 733 members 
Mstep: Class 30 contains 2883 members 
Mstep: Class 31 contains 4468 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 3879 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 678 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 6456 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 1020 members 
Entering Unmasked Estep 
Score: -111756248.000000 Penalty: 91479.007812
Splitting cluster 29 changes total score from -111757080.000000 to -111756248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (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: -341474.906250 Penalty: 1294.570312
	Iteration 0F: 2 clusters Score -341474.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -338854.625000 Penalty: 2589.140625
	Iteration 0F: 3 clusters Score -338854.6 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -339549.031250 Penalty: 2589.140625
	Iteration 1F: 3 clusters Score -339549 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -339728.250000 Penalty: 2589.140625
	Iteration 2F: 3 clusters Score -339728.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -339873.593750 Penalty: 2589.140625
	Iteration 3F: 3 clusters Score -339873.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -340009.937500 Penalty: 2589.140625
	Iteration 4F: 3 clusters Score -340009.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -340140.437500 Penalty: 2589.140625
	Iteration 5F: 3 clusters Score -340140.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -340254.218750 Penalty: 2589.140625
	Iteration 6Q: 3 clusters Score -340254.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -340360.281250 Penalty: 2589.140625
	Iteration 7Q: 3 clusters Score -340360.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -340437.343750 Penalty: 2589.140625
	Iteration 8Q: 3 clusters Score -340437.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -340505.250000 Penalty: 2589.140625
	Iteration 9Q: 3 clusters Score -340505.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -340555.281250 Penalty: 2589.140625
	Iteration 10Q: 3 clusters Score -340555.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -340602.218750 Penalty: 2589.140625
	Iteration 11Q: 3 clusters Score -340602.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -340640.906250 Penalty: 2589.140625
	Iteration 12Q: 3 clusters Score -340640.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -340676.937500 Penalty: 2589.140625
	Iteration 13Q: 3 clusters Score -340676.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -340692.781250 Penalty: 2589.140625
	Iteration 14Q: 3 clusters Score -340692.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -340704.687500 Penalty: 2589.140625
	Iteration 15Q: 3 clusters Score -340704.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -340713.625000 Penalty: 2589.140625
	Iteration 16Q: 3 clusters Score -340713.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -340718.781250 Penalty: 2589.140625
	Iteration 17Q: 3 clusters Score -340718.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -340725.593750 Penalty: 2589.140625
	Iteration 18Q: 3 clusters Score -340725.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -340732.437500 Penalty: 2589.140625
	Iteration 19Q: 3 clusters Score -340732.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -340737.218750 Penalty: 2589.140625
	Iteration 20F: 3 clusters Score -340737.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -340739.937500 Penalty: 2589.140625
	Iteration 21Q: 3 clusters Score -340739.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -340743.687500 Penalty: 2589.140625
	Iteration 22Q: 3 clusters Score -340743.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -340747.000000 Penalty: 2589.140625
	Iteration 23Q: 3 clusters Score -340747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -340751.437500 Penalty: 2589.140625
	Iteration 24Q: 3 clusters Score -340751.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -340753.937500 Penalty: 2589.140625
	Iteration 25Q: 3 clusters Score -340753.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -340755.000000 Penalty: 2589.140625
	Iteration 26Q: 3 clusters Score -340755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -340755.656250 Penalty: 2589.140625
	Iteration 27Q: 3 clusters Score -340755.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -340757.593750 Penalty: 2589.140625
	Iteration 28Q: 3 clusters Score -340757.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -340757.687500 Penalty: 2589.140625
	Iteration 29Q: 3 clusters Score -340757.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -340757.687500 Penalty: 2589.140625
	Iteration 30F: 3 clusters Score -340757.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Entering Unmasked Estep 
Score: -556222.625000 Penalty: 1365.763184
	Iteration 0F: 2 clusters Score -556222.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -552579.437500 Penalty: 2731.526367
	Iteration 0F: 3 clusters Score -552579.4 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -553547.250000 Penalty: 2731.526367
	Iteration 1F: 3 clusters Score -553547.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -553721.000000 Penalty: 2731.526367
	Iteration 2F: 3 clusters Score -553721 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -553876.625000 Penalty: 2731.526367
	Iteration 3F: 3 clusters Score -553876.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -553999.312500 Penalty: 2731.526367
	Iteration 4Q: 3 clusters Score -553999.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -554143.062500 Penalty: 2731.526367
	Iteration 5Q: 3 clusters Score -554143.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -554309.625000 Penalty: 2731.526367
	Iteration 6Q: 3 clusters Score -554309.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -554473.250000 Penalty: 2731.526367
	Iteration 7Q: 3 clusters Score -554473.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -554614.500000 Penalty: 2731.526367
	Iteration 8Q: 3 clusters Score -554614.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -554759.000000 Penalty: 2731.526367
	Iteration 9Q: 3 clusters Score -554759 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -554950.062500 Penalty: 2731.526367
	Iteration 10Q: 3 clusters Score -554950.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -555104.562500 Penalty: 2731.526367
	Iteration 11Q: 3 clusters Score -555104.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -555176.125000 Penalty: 2731.526367
	Iteration 12Q: 3 clusters Score -555176.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -555231.000000 Penalty: 2731.526367
	Iteration 13Q: 3 clusters Score -555231 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -555278.312500 Penalty: 2731.526367
	Iteration 14Q: 3 clusters Score -555278.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -555330.250000 Penalty: 2731.526367
	Iteration 15Q: 3 clusters Score -555330.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -555385.812500 Penalty: 2731.526367
	Iteration 16Q: 3 clusters Score -555385.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -555451.250000 Penalty: 2731.526367
	Iteration 17Q: 3 clusters Score -555451.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -555522.562500 Penalty: 2731.526367
	Iteration 18Q: 3 clusters Score -555522.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -555594.750000 Penalty: 2731.526367
	Iteration 19Q: 3 clusters Score -555594.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -555668.750000 Penalty: 2731.526367
	Iteration 20F: 3 clusters Score -555668.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -555733.562500 Penalty: 2731.526367
	Iteration 21Q: 3 clusters Score -555733.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -555776.000000 Penalty: 2731.526367
	Iteration 22Q: 3 clusters Score -555776 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -555815.875000 Penalty: 2731.526367
	Iteration 23Q: 3 clusters Score -555815.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -555859.437500 Penalty: 2731.526367
	Iteration 24Q: 3 clusters Score -555859.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -555899.312500 Penalty: 2731.526367
	Iteration 25Q: 3 clusters Score -555899.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -555915.437500 Penalty: 2731.526367
	Iteration 26Q: 3 clusters Score -555915.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -555928.187500 Penalty: 2731.526367
	Iteration 27Q: 3 clusters Score -555928.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -555942.687500 Penalty: 2731.526367
	Iteration 28Q: 3 clusters Score -555942.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -555954.500000 Penalty: 2731.526367
	Iteration 29Q: 3 clusters Score -555954.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -555971.875000 Penalty: 2731.526367
	Iteration 30Q: 3 clusters Score -555971.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -555988.437500 Penalty: 2731.526367
	Iteration 31Q: 3 clusters Score -555988.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -556005.875000 Penalty: 2731.526367
	Iteration 32Q: 3 clusters Score -556005.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -556025.000000 Penalty: 2731.526367
	Iteration 33Q: 3 clusters Score -556025 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -556043.312500 Penalty: 2731.526367
	Iteration 34Q: 3 clusters Score -556043.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -556055.375000 Penalty: 2731.526367
	Iteration 35Q: 3 clusters Score -556055.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -556070.750000 Penalty: 2731.526367
	Iteration 36Q: 3 clusters Score -556070.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -556084.812500 Penalty: 2731.526367
	Iteration 37Q: 3 clusters Score -556084.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -556092.937500 Penalty: 2731.526367
	Iteration 38Q: 3 clusters Score -556092.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -556092.312500 Penalty: 2731.526367
	Iteration 39Q: 3 clusters Score -556092.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -556095.750000 Penalty: 2731.526367
	Iteration 40F: 3 clusters Score -556095.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -556099.312500 Penalty: 2731.526367
	Iteration 41Q: 3 clusters Score -556099.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -556105.562500 Penalty: 2731.526367
	Iteration 42Q: 3 clusters Score -556105.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -556109.937500 Penalty: 2731.526367
	Iteration 43Q: 3 clusters Score -556109.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -556114.500000 Penalty: 2731.526367
	Iteration 44Q: 3 clusters Score -556114.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -556122.687500 Penalty: 2731.526367
	Iteration 45Q: 3 clusters Score -556122.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -556134.250000 Penalty: 2731.526367
	Iteration 46Q: 3 clusters Score -556134.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -556145.062500 Penalty: 2731.526367
	Iteration 47Q: 3 clusters Score -556145.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -556156.937500 Penalty: 2731.526367
	Iteration 48Q: 3 clusters Score -556156.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -556170.375000 Penalty: 2731.526367
	Iteration 49Q: 3 clusters Score -556170.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -556177.187500 Penalty: 2731.526367
	Iteration 50Q: 3 clusters Score -556177.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -556188.250000 Penalty: 2731.526367
	Iteration 51Q: 3 clusters Score -556188.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -556211.187500 Penalty: 2731.526367
	Iteration 52Q: 3 clusters Score -556211.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -556244.750000 Penalty: 2731.526367
	Iteration 53Q: 3 clusters Score -556244.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -556287.750000 Penalty: 2731.526367
	Iteration 54Q: 3 clusters Score -556287.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -556357.000000 Penalty: 2731.526367
	Iteration 55Q: 3 clusters Score -556357 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -556430.687500 Penalty: 2731.526367
	Iteration 56Q: 3 clusters Score -556430.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -556501.187500 Penalty: 2731.526367
	Iteration 57Q: 3 clusters Score -556501.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -556549.062500 Penalty: 2731.526367
	Iteration 58Q: 3 clusters Score -556549.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -556571.687500 Penalty: 2731.526367
	Iteration 59Q: 3 clusters Score -556571.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -556587.437500 Penalty: 2731.526367
	Iteration 60F: 3 clusters Score -556587.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -556595.500000 Penalty: 2731.526367
	Iteration 61Q: 3 clusters Score -556595.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -556598.750000 Penalty: 2731.526367
	Iteration 62Q: 3 clusters Score -556598.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -556602.687500 Penalty: 2731.526367
	Iteration 63Q: 3 clusters Score -556602.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -556603.875000 Penalty: 2731.526367
	Iteration 64Q: 3 clusters Score -556603.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -556603.375000 Penalty: 2731.526367
	Iteration 65Q: 3 clusters Score -556603.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -556604.437500 Penalty: 2731.526367
	Iteration 66Q: 3 clusters Score -556604.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -556604.437500 Penalty: 2731.526367
	Iteration 67F: 3 clusters Score -556604.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 103989 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 46056 members 
Mstep: Class 6 contains 9876 members 
Mstep: Class 7 contains 5211 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7210 members 
Mstep: Class 10 contains 105690 members 
Mstep: Class 11 contains 9462 members 
Mstep: Class 12 contains 109080 members 
Mstep: Class 13 contains 13928 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6514 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 22369 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 99023 members 
Mstep: Class 20 contains 17553 members 
Mstep: Class 21 contains 61221 members 
Mstep: Class 22 contains 1453 members 
Mstep: Class 23 contains 4892 members 
Mstep: Class 24 contains 9728 members 
Mstep: Class 25 contains 83656 members 
Mstep: Class 26 contains 38019 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112586 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2883 members 
Mstep: Class 31 contains 1643 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 3879 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 678 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 6456 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 2825 members 
Entering Unmasked Estep 
Score: -111756504.000000 Penalty: 91479.007812
Splitting cluster 31 changes total score from -111757080.000000 to -111756504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -16384.691406 Penalty: 907.318115
	Iteration 0F: 2 clusters Score -16384.69 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 133 members 
Entering Unmasked Estep 
Score: -15789.708984 Penalty: 1814.636230
	Iteration 0F: 3 clusters Score -15789.71 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16494.363281 Penalty: 1814.636230
	Iteration 1F: 3 clusters Score -16494.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16749.615234 Penalty: 1814.636230
	Iteration 2F: 3 clusters Score -16749.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16858.410156 Penalty: 1814.636230
	Iteration 3Q: 3 clusters Score -16858.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16923.871094 Penalty: 1814.636230
	Iteration 4Q: 3 clusters Score -16923.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16950.615234 Penalty: 1814.636230
	Iteration 5Q: 3 clusters Score -16950.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16950.615234 Penalty: 1814.636230
	Iteration 6F: 3 clusters Score -16950.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 103989 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 46056 members 
Mstep: Class 6 contains 9876 members 
Mstep: Class 7 contains 5211 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7210 members 
Mstep: Class 10 contains 105690 members 
Mstep: Class 11 contains 9462 members 
Mstep: Class 12 contains 109080 members 
Mstep: Class 13 contains 13928 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6514 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 22369 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 99023 members 
Mstep: Class 20 contains 17553 members 
Mstep: Class 21 contains 61221 members 
Mstep: Class 22 contains 1453 members 
Mstep: Class 23 contains 4892 members 
Mstep: Class 24 contains 9728 members 
Mstep: Class 25 contains 83656 members 
Mstep: Class 26 contains 38019 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112586 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2883 members 
Mstep: Class 31 contains 4468 members 
Mstep: Class 32 contains 145 members 
Mstep: Class 33 contains 3879 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 678 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 6456 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 121 members 
Entering Unmasked Estep 
Score: -111756288.000000 Penalty: 91479.007812
Splitting cluster 32 changes total score from -111757080.000000 to -111756288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (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: -439402.281250 Penalty: 1342.791504
	Iteration 0F: 2 clusters Score -439402.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -436089.562500 Penalty: 2685.583008
	Iteration 0F: 3 clusters Score -436089.6 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -437164.750000 Penalty: 2685.583008
	Iteration 1F: 3 clusters Score -437164.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -437535.312500 Penalty: 2685.583008
	Iteration 2F: 3 clusters Score -437535.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -437828.875000 Penalty: 2685.583008
	Iteration 3F: 3 clusters Score -437828.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -438040.281250 Penalty: 2685.583008
	Iteration 4F: 3 clusters Score -438040.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -438193.937500 Penalty: 2685.583008
	Iteration 5F: 3 clusters Score -438193.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -438316.562500 Penalty: 2685.583008
	Iteration 6Q: 3 clusters Score -438316.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -438468.812500 Penalty: 2685.583008
	Iteration 7Q: 3 clusters Score -438468.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -438619.531250 Penalty: 2685.583008
	Iteration 8Q: 3 clusters Score -438619.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -438789.906250 Penalty: 2685.583008
	Iteration 9Q: 3 clusters Score -438789.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -438923.750000 Penalty: 2685.583008
	Iteration 10Q: 3 clusters Score -438923.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -439012.218750 Penalty: 2685.583008
	Iteration 11Q: 3 clusters Score -439012.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -439062.687500 Penalty: 2685.583008
	Iteration 12Q: 3 clusters Score -439062.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -439087.875000 Penalty: 2685.583008
	Iteration 13Q: 3 clusters Score -439087.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -439105.937500 Penalty: 2685.583008
	Iteration 14Q: 3 clusters Score -439105.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -439116.687500 Penalty: 2685.583008
	Iteration 15Q: 3 clusters Score -439116.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -439123.593750 Penalty: 2685.583008
	Iteration 16Q: 3 clusters Score -439123.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -439127.843750 Penalty: 2685.583008
	Iteration 17Q: 3 clusters Score -439127.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -439129.781250 Penalty: 2685.583008
	Iteration 18Q: 3 clusters Score -439129.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -439132.500000 Penalty: 2685.583008
	Iteration 19Q: 3 clusters Score -439132.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -439136.812500 Penalty: 2685.583008
	Iteration 20F: 3 clusters Score -439136.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -439141.031250 Penalty: 2685.583008
	Iteration 21Q: 3 clusters Score -439141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -439147.750000 Penalty: 2685.583008
	Iteration 22Q: 3 clusters Score -439147.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -439156.343750 Penalty: 2685.583008
	Iteration 23Q: 3 clusters Score -439156.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -439162.718750 Penalty: 2685.583008
	Iteration 24Q: 3 clusters Score -439162.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -439170.906250 Penalty: 2685.583008
	Iteration 25Q: 3 clusters Score -439170.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -439189.156250 Penalty: 2685.583008
	Iteration 26Q: 3 clusters Score -439189.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -439219.062500 Penalty: 2685.583008
	Iteration 27Q: 3 clusters Score -439219.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -439262.437500 Penalty: 2685.583008
	Iteration 28Q: 3 clusters Score -439262.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -439284.218750 Penalty: 2685.583008
	Iteration 29Q: 3 clusters Score -439284.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -439294.500000 Penalty: 2685.583008
	Iteration 30Q: 3 clusters Score -439294.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -439299.812500 Penalty: 2685.583008
	Iteration 31Q: 3 clusters Score -439299.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -439303.718750 Penalty: 2685.583008
	Iteration 32Q: 3 clusters Score -439303.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -439305.937500 Penalty: 2685.583008
	Iteration 33Q: 3 clusters Score -439305.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -439306.312500 Penalty: 2685.583008
	Iteration 34Q: 3 clusters Score -439306.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -439306.312500 Penalty: 2685.583008
	Iteration 35F: 3 clusters Score -439306.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Entering Unmasked Estep 
Score: -160695.343750 Penalty: 1167.502197
	Iteration 0F: 2 clusters Score -160695.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -158989.359375 Penalty: 2335.004395
	Iteration 0F: 3 clusters Score -158989.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -159330.343750 Penalty: 2335.004395
	Iteration 1F: 3 clusters Score -159330.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -159474.515625 Penalty: 2335.004395
	Iteration 2F: 3 clusters Score -159474.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -159560.328125 Penalty: 2335.004395
	Iteration 3F: 3 clusters Score -159560.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -159654.843750 Penalty: 2335.004395
	Iteration 4Q: 3 clusters Score -159654.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -159745.781250 Penalty: 2335.004395
	Iteration 5Q: 3 clusters Score -159745.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -159834.750000 Penalty: 2335.004395
	Iteration 6Q: 3 clusters Score -159834.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -159931.937500 Penalty: 2335.004395
	Iteration 7Q: 3 clusters Score -159931.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -160026.734375 Penalty: 2335.004395
	Iteration 8Q: 3 clusters Score -160026.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -160112.234375 Penalty: 2335.004395
	Iteration 9Q: 3 clusters Score -160112.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -160254.000000 Penalty: 2335.004395
	Iteration 10Q: 3 clusters Score -160254 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -160393.437500 Penalty: 2335.004395
	Iteration 11Q: 3 clusters Score -160393.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -160580.171875 Penalty: 2335.004395
	Iteration 12Q: 3 clusters Score -160580.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -160648.421875 Penalty: 2335.004395
	Iteration 13Q: 3 clusters Score -160648.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -160692.500000 Penalty: 2335.004395
	Iteration 14Q: 3 clusters Score -160692.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -160719.656250 Penalty: 2335.004395
	Iteration 15Q: 3 clusters Score -160719.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -160737.984375 Penalty: 2335.004395
	Iteration 16Q: 3 clusters Score -160738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -160749.312500 Penalty: 2335.004395
	Iteration 17Q: 3 clusters Score -160749.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -160756.218750 Penalty: 2335.004395
	Iteration 18Q: 3 clusters Score -160756.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -160760.187500 Penalty: 2335.004395
	Iteration 19Q: 3 clusters Score -160760.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -160770.890625 Penalty: 2335.004395
	Iteration 20F: 3 clusters Score -160770.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -160777.640625 Penalty: 2335.004395
	Iteration 21Q: 3 clusters Score -160777.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -160780.296875 Penalty: 2335.004395
	Iteration 22Q: 3 clusters Score -160780.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -160785.296875 Penalty: 2335.004395
	Iteration 23Q: 3 clusters Score -160785.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -160798.109375 Penalty: 2335.004395
	Iteration 24Q: 3 clusters Score -160798.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -160803.671875 Penalty: 2335.004395
	Iteration 25Q: 3 clusters Score -160803.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -160805.312500 Penalty: 2335.004395
	Iteration 26Q: 3 clusters Score -160805.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -160805.312500 Penalty: 2335.004395
	Iteration 27F: 3 clusters Score -160805.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 103989 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 46056 members 
Mstep: Class 6 contains 9876 members 
Mstep: Class 7 contains 5211 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7210 members 
Mstep: Class 10 contains 105690 members 
Mstep: Class 11 contains 9462 members 
Mstep: Class 12 contains 109080 members 
Mstep: Class 13 contains 13928 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6514 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 22369 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 99023 members 
Mstep: Class 20 contains 17553 members 
Mstep: Class 21 contains 61221 members 
Mstep: Class 22 contains 1453 members 
Mstep: Class 23 contains 4892 members 
Mstep: Class 24 contains 9728 members 
Mstep: Class 25 contains 83656 members 
Mstep: Class 26 contains 38019 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112586 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2883 members 
Mstep: Class 31 contains 4468 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 3879 members 
Mstep: Class 34 contains 560 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 678 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 6456 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 759 members 
Entering Unmasked Estep 
Score: -111756048.000000 Penalty: 91479.007812
Splitting cluster 34 changes total score from -111757080.000000 to -111756048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Entering Unmasked Estep 
Score: -18670.636719 Penalty: 907.927917
	Iteration 0F: 2 clusters Score -18670.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17905.927734 Penalty: 1815.855835
	Iteration 0F: 3 clusters Score -17905.93 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18221.980469 Penalty: 1815.855835
	Iteration 1F: 3 clusters Score -18221.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18305.929688 Penalty: 1815.855835
	Iteration 2F: 3 clusters Score -18305.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18337.191406 Penalty: 1815.855835
	Iteration 3Q: 3 clusters Score -18337.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18340.664062 Penalty: 1815.855835
	Iteration 4Q: 3 clusters Score -18340.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18341.386719 Penalty: 1815.855835
	Iteration 5Q: 3 clusters Score -18341.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18347.560547 Penalty: 1815.855835
	Iteration 6Q: 3 clusters Score -18347.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18347.560547 Penalty: 1815.855835
	Iteration 7F: 3 clusters Score -18347.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Entering Unmasked Estep 
Score: -66719.781250 Penalty: 1059.361450
	Iteration 0F: 2 clusters Score -66719.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -65626.429688 Penalty: 2118.722900
	Iteration 0F: 3 clusters Score -65626.43 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -66013.265625 Penalty: 2118.722900
	Iteration 1F: 3 clusters Score -66013.27 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -66092.328125 Penalty: 2118.722900
	Iteration 2F: 3 clusters Score -66092.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66135.960938 Penalty: 2118.722900
	Iteration 3Q: 3 clusters Score -66135.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -66174.695312 Penalty: 2118.722900
	Iteration 4Q: 3 clusters Score -66174.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -66212.195312 Penalty: 2118.722900
	Iteration 5Q: 3 clusters Score -66212.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -66224.539062 Penalty: 2118.722900
	Iteration 6Q: 3 clusters Score -66224.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -66248.664062 Penalty: 2118.722900
	Iteration 7Q: 3 clusters Score -66248.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66261.921875 Penalty: 2118.722900
	Iteration 8Q: 3 clusters Score -66261.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -66269.976562 Penalty: 2118.722900
	Iteration 9Q: 3 clusters Score -66269.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -66280.656250 Penalty: 2118.722900
	Iteration 10Q: 3 clusters Score -66280.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -66294.929688 Penalty: 2118.722900
	Iteration 11Q: 3 clusters Score -66294.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -66302.023438 Penalty: 2118.722900
	Iteration 12Q: 3 clusters Score -66302.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -66312.304688 Penalty: 2118.722900
	Iteration 13Q: 3 clusters Score -66312.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -66328.640625 Penalty: 2118.722900
	Iteration 14Q: 3 clusters Score -66328.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -66360.945312 Penalty: 2118.722900
	Iteration 15Q: 3 clusters Score -66360.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -66374.445312 Penalty: 2118.722900
	Iteration 16Q: 3 clusters Score -66374.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -66392.742188 Penalty: 2118.722900
	Iteration 17Q: 3 clusters Score -66392.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -66407.351562 Penalty: 2118.722900
	Iteration 18Q: 3 clusters Score -66407.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -66409.054688 Penalty: 2118.722900
	Iteration 19Q: 3 clusters Score -66409.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -66422.781250 Penalty: 2118.722900
	Iteration 20F: 3 clusters Score -66422.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -66424.546875 Penalty: 2118.722900
	Iteration 21Q: 3 clusters Score -66424.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -66425.937500 Penalty: 2118.722900
	Iteration 22Q: 3 clusters Score -66425.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -66427.367188 Penalty: 2118.722900
	Iteration 23Q: 3 clusters Score -66427.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -66427.367188 Penalty: 2118.722900
	Iteration 24F: 3 clusters Score -66427.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Entering Unmasked Estep 
Score: -106683.585938 Penalty: 1099.318848
	Iteration 0F: 2 clusters Score -106683.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -105321.273438 Penalty: 2198.637695
	Iteration 0F: 3 clusters Score -105321.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -105578.515625 Penalty: 2198.637695
	Iteration 1F: 3 clusters Score -105578.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -105689.625000 Penalty: 2198.637695
	Iteration 2F: 3 clusters Score -105689.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -105755.570312 Penalty: 2198.637695
	Iteration 3Q: 3 clusters Score -105755.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -105794.031250 Penalty: 2198.637695
	Iteration 4Q: 3 clusters Score -105794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -105824.953125 Penalty: 2198.637695
	Iteration 5Q: 3 clusters Score -105825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -105859.242188 Penalty: 2198.637695
	Iteration 6Q: 3 clusters Score -105859.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -105894.445312 Penalty: 2198.637695
	Iteration 7Q: 3 clusters Score -105894.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -105924.695312 Penalty: 2198.637695
	Iteration 8Q: 3 clusters Score -105924.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -105951.382812 Penalty: 2198.637695
	Iteration 9Q: 3 clusters Score -105951.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -105964.382812 Penalty: 2198.637695
	Iteration 10Q: 3 clusters Score -105964.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -105971.898438 Penalty: 2198.637695
	Iteration 11Q: 3 clusters Score -105971.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -105974.273438 Penalty: 2198.637695
	Iteration 12Q: 3 clusters Score -105974.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -105975.632812 Penalty: 2198.637695
	Iteration 13Q: 3 clusters Score -105975.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -105979.507812 Penalty: 2198.637695
	Iteration 14Q: 3 clusters Score -105979.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -105983.789062 Penalty: 2198.637695
	Iteration 15Q: 3 clusters Score -105983.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -105991.656250 Penalty: 2198.637695
	Iteration 16Q: 3 clusters Score -105991.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -105999.828125 Penalty: 2198.637695
	Iteration 17Q: 3 clusters Score -105999.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -106004.953125 Penalty: 2198.637695
	Iteration 18Q: 3 clusters Score -106005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -106012.921875 Penalty: 2198.637695
	Iteration 19Q: 3 clusters Score -106012.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -106023.929688 Penalty: 2198.637695
	Iteration 20F: 3 clusters Score -106023.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -106030.179688 Penalty: 2198.637695
	Iteration 21Q: 3 clusters Score -106030.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -106033.593750 Penalty: 2198.637695
	Iteration 22Q: 3 clusters Score -106033.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -106038.593750 Penalty: 2198.637695
	Iteration 23Q: 3 clusters Score -106038.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -106042.656250 Penalty: 2198.637695
	Iteration 24Q: 3 clusters Score -106042.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -106042.656250 Penalty: 2198.637695
	Iteration 25F: 3 clusters Score -106042.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -70130.445312 Penalty: 1069.579102
	Iteration 0F: 2 clusters Score -70130.45 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 349 members 
Entering Unmasked Estep 
Score: -68917.867188 Penalty: 2139.158203
	Iteration 0F: 3 clusters Score -68917.87 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -69257.015625 Penalty: 2139.158203
	Iteration 1F: 3 clusters Score -69257.02 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -69425.710938 Penalty: 2139.158203
	Iteration 2F: 3 clusters Score -69425.71 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -69532.117188 Penalty: 2139.158203
	Iteration 3F: 3 clusters Score -69532.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -69599.468750 Penalty: 2139.158203
	Iteration 4Q: 3 clusters Score -69599.47 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -69673.250000 Penalty: 2139.158203
	Iteration 5Q: 3 clusters Score -69673.25 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -69749.968750 Penalty: 2139.158203
	Iteration 6Q: 3 clusters Score -69749.97 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69831.125000 Penalty: 2139.158203
	Iteration 7Q: 3 clusters Score -69831.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -69864.195312 Penalty: 2139.158203
	Iteration 8Q: 3 clusters Score -69864.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -69900.984375 Penalty: 2139.158203
	Iteration 9Q: 3 clusters Score -69900.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -69918.679688 Penalty: 2139.158203
	Iteration 10Q: 3 clusters Score -69918.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -69925.703125 Penalty: 2139.158203
	Iteration 11Q: 3 clusters Score -69925.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -69928.468750 Penalty: 2139.158203
	Iteration 12Q: 3 clusters Score -69928.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -69929.390625 Penalty: 2139.158203
	Iteration 13Q: 3 clusters Score -69929.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -69934.382812 Penalty: 2139.158203
	Iteration 14F: 3 clusters Score -69934.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -69941.648438 Penalty: 2139.158203
	Iteration 15Q: 3 clusters Score -69941.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -69946.976562 Penalty: 2139.158203
	Iteration 16Q: 3 clusters Score -69946.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -69947.562500 Penalty: 2139.158203
	Iteration 17Q: 3 clusters Score -69947.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -69947.562500 Penalty: 2139.158203
	Iteration 18F: 3 clusters Score -69947.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Entering Unmasked Estep 
Score: -755575.937500 Penalty: 1425.574341
	Iteration 0F: 2 clusters Score -755575.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -750666.500000 Penalty: 2851.148682
	Iteration 0F: 3 clusters Score -750666.5 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -752354.500000 Penalty: 2851.148682
	Iteration 1F: 3 clusters Score -752354.5 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -752942.375000 Penalty: 2851.148682
	Iteration 2F: 3 clusters Score -752942.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -753535.875000 Penalty: 2851.148682
	Iteration 3F: 3 clusters Score -753535.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -754048.375000 Penalty: 2851.148682
	Iteration 4F: 3 clusters Score -754048.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -754385.062500 Penalty: 2851.148682
	Iteration 5F: 3 clusters Score -754385.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -754603.312500 Penalty: 2851.148682
	Iteration 6Q: 3 clusters Score -754603.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -754744.250000 Penalty: 2851.148682
	Iteration 7Q: 3 clusters Score -754744.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -754824.937500 Penalty: 2851.148682
	Iteration 8Q: 3 clusters Score -754824.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -754888.250000 Penalty: 2851.148682
	Iteration 9Q: 3 clusters Score -754888.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -754937.687500 Penalty: 2851.148682
	Iteration 10Q: 3 clusters Score -754937.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -754992.375000 Penalty: 2851.148682
	Iteration 11Q: 3 clusters Score -754992.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -755071.312500 Penalty: 2851.148682
	Iteration 12Q: 3 clusters Score -755071.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -755178.437500 Penalty: 2851.148682
	Iteration 13Q: 3 clusters Score -755178.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -755260.875000 Penalty: 2851.148682
	Iteration 14Q: 3 clusters Score -755260.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -755344.062500 Penalty: 2851.148682
	Iteration 15Q: 3 clusters Score -755344.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -755402.687500 Penalty: 2851.148682
	Iteration 16Q: 3 clusters Score -755402.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -755433.437500 Penalty: 2851.148682
	Iteration 17Q: 3 clusters Score -755433.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -755454.812500 Penalty: 2851.148682
	Iteration 18Q: 3 clusters Score -755454.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -755466.937500 Penalty: 2851.148682
	Iteration 19Q: 3 clusters Score -755466.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -755476.812500 Penalty: 2851.148682
	Iteration 20F: 3 clusters Score -755476.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -755480.125000 Penalty: 2851.148682
	Iteration 21Q: 3 clusters Score -755480.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -755485.000000 Penalty: 2851.148682
	Iteration 22Q: 3 clusters Score -755485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -755489.187500 Penalty: 2851.148682
	Iteration 23Q: 3 clusters Score -755489.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -755492.937500 Penalty: 2851.148682
	Iteration 24Q: 3 clusters Score -755492.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -755496.437500 Penalty: 2851.148682
	Iteration 25Q: 3 clusters Score -755496.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -755498.125000 Penalty: 2851.148682
	Iteration 26Q: 3 clusters Score -755498.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -755499.562500 Penalty: 2851.148682
	Iteration 27Q: 3 clusters Score -755499.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -755502.875000 Penalty: 2851.148682
	Iteration 28Q: 3 clusters Score -755502.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -755503.250000 Penalty: 2851.148682
	Iteration 29Q: 3 clusters Score -755503.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -755504.562500 Penalty: 2851.148682
	Iteration 30Q: 3 clusters Score -755504.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -755503.937500 Penalty: 2851.148682
	Iteration 31Q: 3 clusters Score -755503.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -755502.937500 Penalty: 2851.148682
	Iteration 32Q: 3 clusters Score -755502.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -755502.937500 Penalty: 2851.148682
	Iteration 33F: 3 clusters Score -755502.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -11205.694336 Penalty: 954.676270
	Iteration 0F: 2 clusters Score -11205.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -10411.720703 Penalty: 1909.352539
	Iteration 0F: 3 clusters Score -10411.72 nChanged 97
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: -10716.839844 Penalty: 1909.352539
	Iteration 1F: 3 clusters Score -10716.84 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10997.455078 Penalty: 1909.352539
	Iteration 2F: 3 clusters Score -10997.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11175.405273 Penalty: 1909.352539
	Iteration 3F: 3 clusters Score -11175.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11228.372070 Penalty: 1909.352539
	Iteration 4Q: 3 clusters Score -11228.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11258.901367 Penalty: 1909.352539
	Iteration 5Q: 3 clusters Score -11258.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11259.719727 Penalty: 1909.352539
	Iteration 6Q: 3 clusters Score -11259.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11259.719727 Penalty: 1909.352539
	Iteration 7F: 3 clusters Score -11259.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 103989 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 46056 members 
Mstep: Class 6 contains 9876 members 
Mstep: Class 7 contains 5211 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7210 members 
Mstep: Class 10 contains 105690 members 
Mstep: Class 11 contains 9462 members 
Mstep: Class 12 contains 109080 members 
Mstep: Class 13 contains 13928 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6514 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 22369 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 99023 members 
Mstep: Class 20 contains 17553 members 
Mstep: Class 21 contains 61221 members 
Mstep: Class 22 contains 1453 members 
Mstep: Class 23 contains 4892 members 
Mstep: Class 24 contains 9728 members 
Mstep: Class 25 contains 83656 members 
Mstep: Class 26 contains 38019 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112586 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2883 members 
Mstep: Class 31 contains 4468 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 3879 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 678 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 6456 members 
Mstep: Class 40 contains 211 members 
Mstep: Class 41 contains 145 members 
Entering Unmasked Estep 
Score: -111755776.000000 Penalty: 91479.007812
Splitting cluster 40 changes total score from -111757080.000000 to -111755776.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 103989 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 46056 members 
Mstep: Class 6 contains 9876 members 
Mstep: Class 7 contains 5211 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7210 members 
Mstep: Class 10 contains 105690 members 
Mstep: Class 11 contains 9462 members 
Mstep: Class 12 contains 109080 members 
Mstep: Class 13 contains 13928 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6514 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 22369 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 99023 members 
Mstep: Class 20 contains 17553 members 
Mstep: Class 21 contains 61221 members 
Mstep: Class 22 contains 1453 members 
Mstep: Class 23 contains 4892 members 
Mstep: Class 24 contains 9728 members 
Mstep: Class 25 contains 83656 members 
Mstep: Class 26 contains 38019 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112586 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2883 members 
Mstep: Class 31 contains 4468 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 3879 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 678 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 6456 members 
Mstep: Class 40 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756952.000000 Penalty: 89247.812500
Iteration 199Q: 41 clusters Score -1.11757e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 103977 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 46097 members 
Mstep: Class 6 contains 9875 members 
Mstep: Class 7 contains 5211 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7210 members 
Mstep: Class 10 contains 105745 members 
Mstep: Class 11 contains 9462 members 
Mstep: Class 12 contains 109096 members 
Mstep: Class 13 contains 13927 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6514 members 
Mstep: Class 16 contains 8594 members 
Mstep: Class 17 contains 22388 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 99028 members 
Mstep: Class 20 contains 17474 members 
Mstep: Class 21 contains 61143 members 
Mstep: Class 22 contains 1453 members 
Mstep: Class 23 contains 4892 members 
Mstep: Class 24 contains 9728 members 
Mstep: Class 25 contains 83660 members 
Mstep: Class 26 contains 38045 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112600 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2883 members 
Mstep: Class 31 contains 4468 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 3879 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 678 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 6455 members 
Mstep: Class 40 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756960.000000 Penalty: 89247.812500
Iteration 200F: 41 clusters Score -1.11757e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 103958 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 46150 members 
Mstep: Class 6 contains 9875 members 
Mstep: Class 7 contains 5211 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7212 members 
Mstep: Class 10 contains 105757 members 
Mstep: Class 11 contains 9462 members 
Mstep: Class 12 contains 109140 members 
Mstep: Class 13 contains 13923 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6513 members 
Mstep: Class 16 contains 8589 members 
Mstep: Class 17 contains 22399 members 
Mstep: Class 18 contains 345 members 
Mstep: Class 19 contains 99033 members 
Mstep: Class 20 contains 17389 members 
Mstep: Class 21 contains 61079 members 
Mstep: Class 22 contains 1453 members 
Mstep: Class 23 contains 4890 members 
Mstep: Class 24 contains 9726 members 
Mstep: Class 25 contains 83681 members 
Mstep: Class 26 contains 38072 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112617 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2883 members 
Mstep: Class 31 contains 4468 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 3879 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 678 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 6453 members 
Mstep: Class 40 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757352.000000 Penalty: 89247.812500
Iteration 201Q: 41 clusters Score -1.117574e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 103957 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 46209 members 
Mstep: Class 6 contains 9875 members 
Mstep: Class 7 contains 5211 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7211 members 
Mstep: Class 10 contains 105782 members 
Mstep: Class 11 contains 9463 members 
Mstep: Class 12 contains 109169 members 
Mstep: Class 13 contains 13920 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6512 members 
Mstep: Class 16 contains 8591 members 
Mstep: Class 17 contains 22415 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 99020 members 
Mstep: Class 20 contains 17290 members 
Mstep: Class 21 contains 61009 members 
Mstep: Class 22 contains 1453 members 
Mstep: Class 23 contains 4891 members 
Mstep: Class 24 contains 9728 members 
Mstep: Class 25 contains 83697 members 
Mstep: Class 26 contains 38093 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112640 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2883 members 
Mstep: Class 31 contains 4468 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 3877 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 681 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 6451 members 
Mstep: Class 40 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757456.000000 Penalty: 89247.812500
Iteration 202Q: 41 clusters Score -1.117575e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 103963 members 
Mstep: Class 3 contains 7410 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 46258 members 
Mstep: Class 6 contains 9874 members 
Mstep: Class 7 contains 5211 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7207 members 
Mstep: Class 10 contains 105821 members 
Mstep: Class 11 contains 9463 members 
Mstep: Class 12 contains 109217 members 
Mstep: Class 13 contains 13918 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6512 members 
Mstep: Class 16 contains 8593 members 
Mstep: Class 17 contains 22431 members 
Mstep: Class 18 contains 332 members 
Mstep: Class 19 contains 99005 members 
Mstep: Class 20 contains 17184 members 
Mstep: Class 21 contains 60939 members 
Mstep: Class 22 contains 1453 members 
Mstep: Class 23 contains 4891 members 
Mstep: Class 24 contains 9728 members 
Mstep: Class 25 contains 83707 members 
Mstep: Class 26 contains 38116 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112645 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2882 members 
Mstep: Class 31 contains 4466 members 
Mstep: Class 32 contains 285 members 
Mstep: Class 33 contains 3877 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 683 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 724 members 
Mstep: Class 39 contains 6453 members 
Mstep: Class 40 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757472.000000 Penalty: 89247.812500
Iteration 203Q: 41 clusters Score -1.117575e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 103971 members 
Mstep: Class 3 contains 7410 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 46312 members 
Mstep: Class 6 contains 9873 members 
Mstep: Class 7 contains 5211 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7209 members 
Mstep: Class 10 contains 105856 members 
Mstep: Class 11 contains 9463 members 
Mstep: Class 12 contains 109266 members 
Mstep: Class 13 contains 13917 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6511 members 
Mstep: Class 16 contains 8591 members 
Mstep: Class 17 contains 22438 members 
Mstep: Class 18 contains 322 members 
Mstep: Class 19 contains 99010 members 
Mstep: Class 20 contains 17094 members 
Mstep: Class 21 contains 60848 members 
Mstep: Class 22 contains 1455 members 
Mstep: Class 23 contains 4890 members 
Mstep: Class 24 contains 9726 members 
Mstep: Class 25 contains 83710 members 
Mstep: Class 26 contains 38124 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112663 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2884 members 
Mstep: Class 31 contains 4465 members 
Mstep: Class 32 contains 291 members 
Mstep: Class 33 contains 3878 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 256 members 
Mstep: Class 36 contains 685 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 724 members 
Mstep: Class 39 contains 6455 members 
Mstep: Class 40 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757608.000000 Penalty: 89247.812500
Iteration 204Q: 41 clusters Score -1.117576e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 103974 members 
Mstep: Class 3 contains 7410 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 46357 members 
Mstep: Class 6 contains 9873 members 
Mstep: Class 7 contains 5211 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7208 members 
Mstep: Class 10 contains 105884 members 
Mstep: Class 11 contains 9463 members 
Mstep: Class 12 contains 109273 members 
Mstep: Class 13 contains 13915 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 6513 members 
Mstep: Class 16 contains 8587 members 
Mstep: Class 17 contains 22449 members 
Mstep: Class 18 contains 315 members 
Mstep: Class 19 contains 99030 members 
Mstep: Class 20 contains 17009 members 
Mstep: Class 21 contains 60771 members 
Mstep: Class 22 contains 1457 members 
Mstep: Class 23 contains 4893 members 
Mstep: Class 24 contains 9725 members 
Mstep: Class 25 contains 83725 members 
Mstep: Class 26 contains 38139 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112690 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2887 members 
Mstep: Class 31 contains 4463 members 
Mstep: Class 32 contains 296 members 
Mstep: Class 33 contains 3879 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 256 members 
Mstep: Class 36 contains 679 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6454 members 
Mstep: Class 40 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757552.000000 Penalty: 89247.812500
Iteration 205Q: 41 clusters Score -1.117576e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 103990 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 46386 members 
Mstep: Class 6 contains 9872 members 
Mstep: Class 7 contains 5211 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7208 members 
Mstep: Class 10 contains 105891 members 
Mstep: Class 11 contains 9463 members 
Mstep: Class 12 contains 109296 members 
Mstep: Class 13 contains 13916 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 6513 members 
Mstep: Class 16 contains 8586 members 
Mstep: Class 17 contains 22466 members 
Mstep: Class 18 contains 310 members 
Mstep: Class 19 contains 99047 members 
Mstep: Class 20 contains 16931 members 
Mstep: Class 21 contains 60691 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 4897 members 
Mstep: Class 24 contains 9728 members 
Mstep: Class 25 contains 83738 members 
Mstep: Class 26 contains 38154 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112708 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2887 members 
Mstep: Class 31 contains 4463 members 
Mstep: Class 32 contains 302 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 253 members 
Mstep: Class 36 contains 676 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 726 members 
Mstep: Class 39 contains 6456 members 
Mstep: Class 40 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757280.000000 Penalty: 89247.812500
Iteration 206Q: 41 clusters Score -1.117573e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 104014 members 
Mstep: Class 3 contains 7408 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 46435 members 
Mstep: Class 6 contains 9872 members 
Mstep: Class 7 contains 5212 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7209 members 
Mstep: Class 10 contains 105873 members 
Mstep: Class 11 contains 9463 members 
Mstep: Class 12 contains 109305 members 
Mstep: Class 13 contains 13913 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 6513 members 
Mstep: Class 16 contains 8577 members 
Mstep: Class 17 contains 22485 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 99053 members 
Mstep: Class 20 contains 16839 members 
Mstep: Class 21 contains 60641 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 4898 members 
Mstep: Class 24 contains 9734 members 
Mstep: Class 25 contains 83766 members 
Mstep: Class 26 contains 38166 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112730 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2886 members 
Mstep: Class 31 contains 4463 members 
Mstep: Class 32 contains 304 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 253 members 
Mstep: Class 36 contains 677 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 726 members 
Mstep: Class 39 contains 6458 members 
Mstep: Class 40 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757312.000000 Penalty: 89247.812500
Iteration 207Q: 41 clusters Score -1.117573e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 104019 members 
Mstep: Class 3 contains 7407 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 46481 members 
Mstep: Class 6 contains 9872 members 
Mstep: Class 7 contains 5214 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7210 members 
Mstep: Class 10 contains 105879 members 
Mstep: Class 11 contains 9463 members 
Mstep: Class 12 contains 109326 members 
Mstep: Class 13 contains 13912 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 6512 members 
Mstep: Class 16 contains 8579 members 
Mstep: Class 17 contains 22500 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 99068 members 
Mstep: Class 20 contains 16745 members 
Mstep: Class 21 contains 60595 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 4901 members 
Mstep: Class 24 contains 9735 members 
Mstep: Class 25 contains 83774 members 
Mstep: Class 26 contains 38172 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112746 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2887 members 
Mstep: Class 31 contains 4465 members 
Mstep: Class 32 contains 305 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 253 members 
Mstep: Class 36 contains 674 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6458 members 
Mstep: Class 40 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757360.000000 Penalty: 89247.812500
Iteration 208Q: 41 clusters Score -1.117574e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 104035 members 
Mstep: Class 3 contains 7408 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 46534 members 
Mstep: Class 6 contains 9871 members 
Mstep: Class 7 contains 5216 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7211 members 
Mstep: Class 10 contains 105910 members 
Mstep: Class 11 contains 9463 members 
Mstep: Class 12 contains 109340 members 
Mstep: Class 13 contains 13911 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 6511 members 
Mstep: Class 16 contains 8576 members 
Mstep: Class 17 contains 22514 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 99081 members 
Mstep: Class 20 contains 16655 members 
Mstep: Class 21 contains 60532 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 4901 members 
Mstep: Class 24 contains 9736 members 
Mstep: Class 25 contains 83785 members 
Mstep: Class 26 contains 38178 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112746 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2888 members 
Mstep: Class 31 contains 4465 members 
Mstep: Class 32 contains 305 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 253 members 
Mstep: Class 36 contains 674 members 
Mstep: Class 37 contains 870 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6455 members 
Mstep: Class 40 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757328.000000 Penalty: 89247.812500
Iteration 209Q: 41 clusters Score -1.117573e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 104050 members 
Mstep: Class 3 contains 7407 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 46583 members 
Mstep: Class 6 contains 9871 members 
Mstep: Class 7 contains 5216 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7210 members 
Mstep: Class 10 contains 105945 members 
Mstep: Class 11 contains 9463 members 
Mstep: Class 12 contains 109360 members 
Mstep: Class 13 contains 13913 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 6510 members 
Mstep: Class 16 contains 8573 members 
Mstep: Class 17 contains 22521 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 99073 members 
Mstep: Class 20 contains 16555 members 
Mstep: Class 21 contains 60482 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 4902 members 
Mstep: Class 24 contains 9737 members 
Mstep: Class 25 contains 83804 members 
Mstep: Class 26 contains 38192 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112755 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 2888 members 
Mstep: Class 31 contains 4465 members 
Mstep: Class 32 contains 305 members 
Mstep: Class 33 contains 3876 members 
Mstep: Class 34 contains 1320 members 
Mstep: Class 35 contains 253 members 
Mstep: Class 36 contains 674 members 
Mstep: Class 37 contains 870 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6454 members 
Mstep: Class 40 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757312.000000 Penalty: 89247.812500
Iteration 210Q: 41 clusters Score -1.117573e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 104063 members 
Mstep: Class 3 contains 7408 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 46633 members 
Mstep: Class 6 contains 9870 members 
Mstep: Class 7 contains 5215 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7207 members 
Mstep: Class 10 contains 106001 members 
Mstep: Class 11 contains 9463 members 
Mstep: Class 12 contains 109362 members 
Mstep: Class 13 contains 13911 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 6509 members 
Mstep: Class 16 contains 8571 members 
Mstep: Class 17 contains 22531 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 99060 members 
Mstep: Class 20 contains 16454 members 
Mstep: Class 21 contains 60436 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 4902 members 
Mstep: Class 24 contains 9738 members 
Mstep: Class 25 contains 83822 members 
Mstep: Class 26 contains 38210 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112764 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 2888 members 
Mstep: Class 31 contains 4466 members 
Mstep: Class 32 contains 305 members 
Mstep: Class 33 contains 3870 members 
Mstep: Class 34 contains 1320 members 
Mstep: Class 35 contains 253 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 870 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6455 members 
Mstep: Class 40 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757064.000000 Penalty: 89247.812500
Iteration 211Q: 41 clusters Score -1.117571e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 104062 members 
Mstep: Class 3 contains 7406 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 46677 members 
Mstep: Class 6 contains 9869 members 
Mstep: Class 7 contains 5216 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7207 members 
Mstep: Class 10 contains 106038 members 
Mstep: Class 11 contains 9463 members 
Mstep: Class 12 contains 109386 members 
Mstep: Class 13 contains 13912 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 6508 members 
Mstep: Class 16 contains 8567 members 
Mstep: Class 17 contains 22544 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 99064 members 
Mstep: Class 20 contains 16359 members 
Mstep: Class 21 contains 60376 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 4902 members 
Mstep: Class 24 contains 9737 members 
Mstep: Class 25 contains 83839 members 
Mstep: Class 26 contains 38224 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112787 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 2888 members 
Mstep: Class 31 contains 4465 members 
Mstep: Class 32 contains 305 members 
Mstep: Class 33 contains 3863 members 
Mstep: Class 34 contains 1320 members 
Mstep: Class 35 contains 253 members 
Mstep: Class 36 contains 671 members 
Mstep: Class 37 contains 870 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6457 members 
Mstep: Class 40 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757008.000000 Penalty: 89247.812500
Iteration 212Q: 41 clusters Score -1.11757e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 104086 members 
Mstep: Class 3 contains 7404 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 46726 members 
Mstep: Class 6 contains 9868 members 
Mstep: Class 7 contains 5217 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7205 members 
Mstep: Class 10 contains 106068 members 
Mstep: Class 11 contains 9462 members 
Mstep: Class 12 contains 109381 members 
Mstep: Class 13 contains 13911 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 6509 members 
Mstep: Class 16 contains 8560 members 
Mstep: Class 17 contains 22563 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 99082 members 
Mstep: Class 20 contains 16236 members 
Mstep: Class 21 contains 60351 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 4903 members 
Mstep: Class 24 contains 9736 members 
Mstep: Class 25 contains 83847 members 
Mstep: Class 26 contains 38238 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112796 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 2889 members 
Mstep: Class 31 contains 4464 members 
Mstep: Class 32 contains 305 members 
Mstep: Class 33 contains 3860 members 
Mstep: Class 34 contains 1320 members 
Mstep: Class 35 contains 253 members 
Mstep: Class 36 contains 671 members 
Mstep: Class 37 contains 871 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6458 members 
Mstep: Class 40 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757144.000000 Penalty: 89247.812500
Iteration 213Q: 41 clusters Score -1.117571e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 104105 members 
Mstep: Class 3 contains 7401 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 46775 members 
Mstep: Class 6 contains 9867 members 
Mstep: Class 7 contains 5217 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7204 members 
Mstep: Class 10 contains 106123 members 
Mstep: Class 11 contains 9462 members 
Mstep: Class 12 contains 109354 members 
Mstep: Class 13 contains 13910 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 6509 members 
Mstep: Class 16 contains 8556 members 
Mstep: Class 17 contains 22577 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 99082 members 
Mstep: Class 20 contains 16125 members 
Mstep: Class 21 contains 60324 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 4903 members 
Mstep: Class 24 contains 9736 members 
Mstep: Class 25 contains 83858 members 
Mstep: Class 26 contains 38254 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112808 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 2890 members 
Mstep: Class 31 contains 4463 members 
Mstep: Class 32 contains 305 members 
Mstep: Class 33 contains 3863 members 
Mstep: Class 34 contains 1320 members 
Mstep: Class 35 contains 253 members 
Mstep: Class 36 contains 671 members 
Mstep: Class 37 contains 873 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6458 members 
Mstep: Class 40 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756904.000000 Penalty: 89247.812500
Iteration 214Q: 41 clusters Score -1.117569e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 104108 members 
Mstep: Class 3 contains 7400 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 46814 members 
Mstep: Class 6 contains 9865 members 
Mstep: Class 7 contains 5217 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7204 members 
Mstep: Class 10 contains 106175 members 
Mstep: Class 11 contains 9462 members 
Mstep: Class 12 contains 109343 members 
Mstep: Class 13 contains 13912 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 6510 members 
Mstep: Class 16 contains 8553 members 
Mstep: Class 17 contains 22589 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 99094 members 
Mstep: Class 20 contains 16007 members 
Mstep: Class 21 contains 60289 members 
Mstep: Class 22 contains 1460 members 
Mstep: Class 23 contains 4903 members 
Mstep: Class 24 contains 9736 members 
Mstep: Class 25 contains 83871 members 
Mstep: Class 26 contains 38272 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112821 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 2889 members 
Mstep: Class 31 contains 4462 members 
Mstep: Class 32 contains 305 members 
Mstep: Class 33 contains 3870 members 
Mstep: Class 34 contains 1320 members 
Mstep: Class 35 contains 253 members 
Mstep: Class 36 contains 671 members 
Mstep: Class 37 contains 873 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6458 members 
Mstep: Class 40 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756832.000000 Penalty: 89247.812500
Iteration 215Q: 41 clusters Score -1.117568e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 104107 members 
Mstep: Class 3 contains 7398 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 46852 members 
Mstep: Class 6 contains 9865 members 
Mstep: Class 7 contains 5217 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7208 members 
Mstep: Class 10 contains 106247 members 
Mstep: Class 11 contains 9462 members 
Mstep: Class 12 contains 109334 members 
Mstep: Class 13 contains 13912 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 6511 members 
Mstep: Class 16 contains 8546 members 
Mstep: Class 17 contains 22603 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 99102 members 
Mstep: Class 20 contains 15880 members 
Mstep: Class 21 contains 60257 members 
Mstep: Class 22 contains 1461 members 
Mstep: Class 23 contains 4905 members 
Mstep: Class 24 contains 9736 members 
Mstep: Class 25 contains 83876 members 
Mstep: Class 26 contains 38289 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112830 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 2889 members 
Mstep: Class 31 contains 4461 members 
Mstep: Class 32 contains 305 members 
Mstep: Class 33 contains 3878 members 
Mstep: Class 34 contains 1320 members 
Mstep: Class 35 contains 253 members 
Mstep: Class 36 contains 671 members 
Mstep: Class 37 contains 873 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6457 members 
Mstep: Class 40 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756904.000000 Penalty: 89247.812500
Iteration 216Q: 41 clusters Score -1.117569e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 104117 members 
Mstep: Class 3 contains 7397 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 46887 members 
Mstep: Class 6 contains 9865 members 
Mstep: Class 7 contains 5218 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7211 members 
Mstep: Class 10 contains 106294 members 
Mstep: Class 11 contains 9463 members 
Mstep: Class 12 contains 109339 members 
Mstep: Class 13 contains 13914 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 6513 members 
Mstep: Class 16 contains 8544 members 
Mstep: Class 17 contains 22617 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 99116 members 
Mstep: Class 20 contains 15760 members 
Mstep: Class 21 contains 60229 members 
Mstep: Class 22 contains 1462 members 
Mstep: Class 23 contains 4908 members 
Mstep: Class 24 contains 9738 members 
Mstep: Class 25 contains 83867 members 
Mstep: Class 26 contains 38305 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112834 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 2886 members 
Mstep: Class 31 contains 4461 members 
Mstep: Class 32 contains 305 members 
Mstep: Class 33 contains 3884 members 
Mstep: Class 34 contains 1320 members 
Mstep: Class 35 contains 253 members 
Mstep: Class 36 contains 671 members 
Mstep: Class 37 contains 873 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6455 members 
Mstep: Class 40 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756648.000000 Penalty: 89247.812500
Iteration 217Q: 41 clusters Score -1.117566e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 104137 members 
Mstep: Class 3 contains 7397 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 46901 members 
Mstep: Class 6 contains 9865 members 
Mstep: Class 7 contains 5219 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 7215 members 
Mstep: Class 10 contains 106334 members 
Mstep: Class 11 contains 9463 members 
Mstep: Class 12 contains 109337 members 
Mstep: Class 13 contains 13915 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 6515 members 
Mstep: Class 16 contains 8542 members 
Mstep: Class 17 contains 22628 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 99147 members 
Mstep: Class 20 contains 15637 members 
Mstep: Class 21 contains 60219 members 
Mstep: Class 22 contains 1463 members 
Mstep: Class 23 contains 4914 members 
Mstep: Class 24 contains 9739 members 
Mstep: Class 25 contains 83858 members 
Mstep: Class 26 contains 38318 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112828 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 2887 members 
Mstep: Class 31 contains 4462 members 
Mstep: Class 32 contains 305 members 
Mstep: Class 33 contains 3894 members 
Mstep: Class 34 contains 1320 members 
Mstep: Class 35 contains 253 members 
Mstep: Class 36 contains 671 members 
Mstep: Class 37 contains 873 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6452 members 
Mstep: Class 40 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756488.000000 Penalty: 89247.812500
Iteration 218Q: 41 clusters Score -1.117565e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 104166 members 
Mstep: Class 3 contains 7398 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 46930 members 
Mstep: Class 6 contains 9864 members 
Mstep: Class 7 contains 5220 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 7219 members 
Mstep: Class 10 contains 106317 members 
Mstep: Class 11 contains 9463 members 
Mstep: Class 12 contains 109362 members 
Mstep: Class 13 contains 13915 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 6514 members 
Mstep: Class 16 contains 8538 members 
Mstep: Class 17 contains 22652 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 99190 members 
Mstep: Class 20 contains 15504 members 
Mstep: Class 21 contains 60204 members 
Mstep: Class 22 contains 1464 members 
Mstep: Class 23 contains 4913 members 
Mstep: Class 24 contains 9739 members 
Mstep: Class 25 contains 83857 members 
Mstep: Class 26 contains 38334 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112826 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 2889 members 
Mstep: Class 31 contains 4462 members 
Mstep: Class 32 contains 305 members 
Mstep: Class 33 contains 3901 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 253 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 873 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6452 members 
Mstep: Class 40 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756424.000000 Penalty: 89247.812500
Iteration 219Q: 41 clusters Score -1.117564e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 104203 members 
Mstep: Class 3 contains 7397 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 46964 members 
Mstep: Class 6 contains 9863 members 
Mstep: Class 7 contains 5220 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 7226 members 
Mstep: Class 10 contains 106334 members 
Mstep: Class 11 contains 9463 members 
Mstep: Class 12 contains 109351 members 
Mstep: Class 13 contains 13915 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 6515 members 
Mstep: Class 16 contains 8544 members 
Mstep: Class 17 contains 22667 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 99225 members 
Mstep: Class 20 contains 15361 members 
Mstep: Class 21 contains 60175 members 
Mstep: Class 22 contains 1464 members 
Mstep: Class 23 contains 4916 members 
Mstep: Class 24 contains 9740 members 
Mstep: Class 25 contains 83864 members 
Mstep: Class 26 contains 38346 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112831 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 2889 members 
Mstep: Class 31 contains 4461 members 
Mstep: Class 32 contains 305 members 
Mstep: Class 33 contains 3906 members 
Mstep: Class 34 contains 1320 members 
Mstep: Class 35 contains 253 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6453 members 
Mstep: Class 40 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756440.000000 Penalty: 89247.812500
Iteration 220F: 41 clusters Score -1.117564e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 104246 members 
Mstep: Class 3 contains 7397 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 47008 members 
Mstep: Class 6 contains 9864 members 
Mstep: Class 7 contains 5219 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 7230 members 
Mstep: Class 10 contains 106335 members 
Mstep: Class 11 contains 9463 members 
Mstep: Class 12 contains 109374 members 
Mstep: Class 13 contains 13914 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 6518 members 
Mstep: Class 16 contains 8551 members 
Mstep: Class 17 contains 22680 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 99256 members 
Mstep: Class 20 contains 15217 members 
Mstep: Class 21 contains 60120 members 
Mstep: Class 22 contains 1464 members 
Mstep: Class 23 contains 4918 members 
Mstep: Class 24 contains 9738 members 
Mstep: Class 25 contains 83873 members 
Mstep: Class 26 contains 38360 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112844 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 2888 members 
Mstep: Class 31 contains 4460 members 
Mstep: Class 32 contains 307 members 
Mstep: Class 33 contains 3908 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 253 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6450 members 
Mstep: Class 40 contains 355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756328.000000 Penalty: 89247.812500
Iteration 221Q: 41 clusters Score -1.117563e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 104297 members 
Mstep: Class 3 contains 7396 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 47057 members 
Mstep: Class 6 contains 9863 members 
Mstep: Class 7 contains 5218 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 7236 members 
Mstep: Class 10 contains 106330 members 
Mstep: Class 11 contains 9462 members 
Mstep: Class 12 contains 109376 members 
Mstep: Class 13 contains 13914 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 6521 members 
Mstep: Class 16 contains 8552 members 
Mstep: Class 17 contains 22699 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 99298 members 
Mstep: Class 20 contains 15077 members 
Mstep: Class 21 contains 60073 members 
Mstep: Class 22 contains 1464 members 
Mstep: Class 23 contains 4920 members 
Mstep: Class 24 contains 9739 members 
Mstep: Class 25 contains 83876 members 
Mstep: Class 26 contains 38374 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112846 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 2889 members 
Mstep: Class 31 contains 4459 members 
Mstep: Class 32 contains 308 members 
Mstep: Class 33 contains 3912 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 252 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6448 members 
Mstep: Class 40 contains 355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756248.000000 Penalty: 89247.812500
Iteration 222Q: 41 clusters Score -1.117562e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 104356 members 
Mstep: Class 3 contains 7395 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 47122 members 
Mstep: Class 6 contains 9861 members 
Mstep: Class 7 contains 5218 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 7242 members 
Mstep: Class 10 contains 106322 members 
Mstep: Class 11 contains 9463 members 
Mstep: Class 12 contains 109367 members 
Mstep: Class 13 contains 13914 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 6522 members 
Mstep: Class 16 contains 8548 members 
Mstep: Class 17 contains 22717 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 99317 members 
Mstep: Class 20 contains 14960 members 
Mstep: Class 21 contains 60004 members 
Mstep: Class 22 contains 1464 members 
Mstep: Class 23 contains 4922 members 
Mstep: Class 24 contains 9741 members 
Mstep: Class 25 contains 83885 members 
Mstep: Class 26 contains 38390 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112857 members 
Mstep: Class 29 contains 1751 members 
Mstep: Class 30 contains 2888 members 
Mstep: Class 31 contains 4459 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3915 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6448 members 
Mstep: Class 40 contains 355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756160.000000 Penalty: 89247.812500
Iteration 223Q: 41 clusters Score -1.117562e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 104385 members 
Mstep: Class 3 contains 7394 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 47187 members 
Mstep: Class 6 contains 9860 members 
Mstep: Class 7 contains 5218 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 7247 members 
Mstep: Class 10 contains 106309 members 
Mstep: Class 11 contains 9463 members 
Mstep: Class 12 contains 109374 members 
Mstep: Class 13 contains 13915 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 6524 members 
Mstep: Class 16 contains 8547 members 
Mstep: Class 17 contains 22733 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 99344 members 
Mstep: Class 20 contains 14847 members 
Mstep: Class 21 contains 59942 members 
Mstep: Class 22 contains 1464 members 
Mstep: Class 23 contains 4922 members 
Mstep: Class 24 contains 9741 members 
Mstep: Class 25 contains 83897 members 
Mstep: Class 26 contains 38402 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112873 members 
Mstep: Class 29 contains 1751 members 
Mstep: Class 30 contains 2888 members 
Mstep: Class 31 contains 4458 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3913 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6448 members 
Mstep: Class 40 contains 355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756288.000000 Penalty: 89247.812500
Iteration 224Q: 41 clusters Score -1.117563e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 104411 members 
Mstep: Class 3 contains 7395 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 47247 members 
Mstep: Class 6 contains 9859 members 
Mstep: Class 7 contains 5218 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 7247 members 
Mstep: Class 10 contains 106289 members 
Mstep: Class 11 contains 9463 members 
Mstep: Class 12 contains 109383 members 
Mstep: Class 13 contains 13918 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 6524 members 
Mstep: Class 16 contains 8554 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 99378 members 
Mstep: Class 20 contains 14732 members 
Mstep: Class 21 contains 59876 members 
Mstep: Class 22 contains 1464 members 
Mstep: Class 23 contains 4924 members 
Mstep: Class 24 contains 9740 members 
Mstep: Class 25 contains 83918 members 
Mstep: Class 26 contains 38415 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112880 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 2887 members 
Mstep: Class 31 contains 4457 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3915 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6448 members 
Mstep: Class 40 contains 355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756408.000000 Penalty: 89247.812500
Iteration 225Q: 41 clusters Score -1.117564e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 104430 members 
Mstep: Class 3 contains 7394 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 47296 members 
Mstep: Class 6 contains 9858 members 
Mstep: Class 7 contains 5218 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 7248 members 
Mstep: Class 10 contains 106318 members 
Mstep: Class 11 contains 9463 members 
Mstep: Class 12 contains 109403 members 
Mstep: Class 13 contains 13923 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 6525 members 
Mstep: Class 16 contains 8554 members 
Mstep: Class 17 contains 22773 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 99412 members 
Mstep: Class 20 contains 14622 members 
Mstep: Class 21 contains 59796 members 
Mstep: Class 22 contains 1464 members 
Mstep: Class 23 contains 4925 members 
Mstep: Class 24 contains 9740 members 
Mstep: Class 25 contains 83908 members 
Mstep: Class 26 contains 38433 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112878 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 2887 members 
Mstep: Class 31 contains 4458 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3921 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6449 members 
Mstep: Class 40 contains 355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756240.000000 Penalty: 89247.812500
Iteration 226Q: 41 clusters Score -1.117562e+08 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 104471 members 
Mstep: Class 3 contains 7392 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 47346 members 
Mstep: Class 6 contains 9856 members 
Mstep: Class 7 contains 5218 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 7246 members 
Mstep: Class 10 contains 106316 members 
Mstep: Class 11 contains 9463 members 
Mstep: Class 12 contains 109421 members 
Mstep: Class 13 contains 13925 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 6528 members 
Mstep: Class 16 contains 8553 members 
Mstep: Class 17 contains 22801 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 99440 members 
Mstep: Class 20 contains 14515 members 
Mstep: Class 21 contains 59715 members 
Mstep: Class 22 contains 1464 members 
Mstep: Class 23 contains 4927 members 
Mstep: Class 24 contains 9740 members 
Mstep: Class 25 contains 83911 members 
Mstep: Class 26 contains 38444 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112888 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 2888 members 
Mstep: Class 31 contains 4458 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3924 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6447 members 
Mstep: Class 40 contains 355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756344.000000 Penalty: 89247.812500
Iteration 227Q: 41 clusters Score -1.117563e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 104518 members 
Mstep: Class 3 contains 7390 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 47390 members 
Mstep: Class 6 contains 9855 members 
Mstep: Class 7 contains 5219 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 7248 members 
Mstep: Class 10 contains 106355 members 
Mstep: Class 11 contains 9463 members 
Mstep: Class 12 contains 109417 members 
Mstep: Class 13 contains 13928 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 6531 members 
Mstep: Class 16 contains 8554 members 
Mstep: Class 17 contains 22831 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 99469 members 
Mstep: Class 20 contains 14402 members 
Mstep: Class 21 contains 59617 members 
Mstep: Class 22 contains 1464 members 
Mstep: Class 23 contains 4927 members 
Mstep: Class 24 contains 9740 members 
Mstep: Class 25 contains 83908 members 
Mstep: Class 26 contains 38458 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112888 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2887 members 
Mstep: Class 31 contains 4459 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3932 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6446 members 
Mstep: Class 40 contains 355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756376.000000 Penalty: 89247.812500
Iteration 228Q: 41 clusters Score -1.117564e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 104578 members 
Mstep: Class 3 contains 7391 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 47444 members 
Mstep: Class 6 contains 9855 members 
Mstep: Class 7 contains 5220 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 7249 members 
Mstep: Class 10 contains 106348 members 
Mstep: Class 11 contains 9464 members 
Mstep: Class 12 contains 109429 members 
Mstep: Class 13 contains 13929 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 6533 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 22866 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 99498 members 
Mstep: Class 20 contains 14285 members 
Mstep: Class 21 contains 59542 members 
Mstep: Class 22 contains 1464 members 
Mstep: Class 23 contains 4925 members 
Mstep: Class 24 contains 9739 members 
Mstep: Class 25 contains 83905 members 
Mstep: Class 26 contains 38474 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112882 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2886 members 
Mstep: Class 31 contains 4460 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3931 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6446 members 
Mstep: Class 40 contains 355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756272.000000 Penalty: 89247.812500
Iteration 229Q: 41 clusters Score -1.117563e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 104616 members 
Mstep: Class 3 contains 7390 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 47525 members 
Mstep: Class 6 contains 9855 members 
Mstep: Class 7 contains 5220 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 7252 members 
Mstep: Class 10 contains 106338 members 
Mstep: Class 11 contains 9464 members 
Mstep: Class 12 contains 109448 members 
Mstep: Class 13 contains 13929 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6533 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 22901 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 99538 members 
Mstep: Class 20 contains 14153 members 
Mstep: Class 21 contains 59455 members 
Mstep: Class 22 contains 1464 members 
Mstep: Class 23 contains 4926 members 
Mstep: Class 24 contains 9738 members 
Mstep: Class 25 contains 83895 members 
Mstep: Class 26 contains 38488 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112894 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2885 members 
Mstep: Class 31 contains 4459 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3939 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6444 members 
Mstep: Class 40 contains 355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756064.000000 Penalty: 89247.812500
Iteration 230Q: 41 clusters Score -1.117561e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 104633 members 
Mstep: Class 3 contains 7387 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 47621 members 
Mstep: Class 6 contains 9854 members 
Mstep: Class 7 contains 5220 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 7251 members 
Mstep: Class 10 contains 106327 members 
Mstep: Class 11 contains 9464 members 
Mstep: Class 12 contains 109449 members 
Mstep: Class 13 contains 13928 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6536 members 
Mstep: Class 16 contains 8556 members 
Mstep: Class 17 contains 22934 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 99570 members 
Mstep: Class 20 contains 14021 members 
Mstep: Class 21 contains 59409 members 
Mstep: Class 22 contains 1464 members 
Mstep: Class 23 contains 4926 members 
Mstep: Class 24 contains 9737 members 
Mstep: Class 25 contains 83874 members 
Mstep: Class 26 contains 38507 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112906 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2884 members 
Mstep: Class 31 contains 4460 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3943 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6445 members 
Mstep: Class 40 contains 355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111755976.000000 Penalty: 89247.812500
Iteration 231Q: 41 clusters Score -1.11756e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 104629 members 
Mstep: Class 3 contains 7384 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 47694 members 
Mstep: Class 6 contains 9853 members 
Mstep: Class 7 contains 5220 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 7246 members 
Mstep: Class 10 contains 106333 members 
Mstep: Class 11 contains 9464 members 
Mstep: Class 12 contains 109465 members 
Mstep: Class 13 contains 13933 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6539 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 22966 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 99590 members 
Mstep: Class 20 contains 13908 members 
Mstep: Class 21 contains 59338 members 
Mstep: Class 22 contains 1464 members 
Mstep: Class 23 contains 4925 members 
Mstep: Class 24 contains 9740 members 
Mstep: Class 25 contains 83870 members 
Mstep: Class 26 contains 38527 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112913 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2884 members 
Mstep: Class 31 contains 4461 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6447 members 
Mstep: Class 40 contains 355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111755936.000000 Penalty: 89247.812500
Iteration 232Q: 41 clusters Score -1.117559e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 104618 members 
Mstep: Class 3 contains 7384 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 47763 members 
Mstep: Class 6 contains 9853 members 
Mstep: Class 7 contains 5220 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 7245 members 
Mstep: Class 10 contains 106352 members 
Mstep: Class 11 contains 9464 members 
Mstep: Class 12 contains 109439 members 
Mstep: Class 13 contains 13937 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6542 members 
Mstep: Class 16 contains 8567 members 
Mstep: Class 17 contains 22998 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 99626 members 
Mstep: Class 20 contains 13805 members 
Mstep: Class 21 contains 59281 members 
Mstep: Class 22 contains 1464 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 9740 members 
Mstep: Class 25 contains 83862 members 
Mstep: Class 26 contains 38536 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112943 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2884 members 
Mstep: Class 31 contains 4461 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3955 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6446 members 
Mstep: Class 40 contains 355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111755880.000000 Penalty: 89247.812500
Iteration 233Q: 41 clusters Score -1.117559e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 104620 members 
Mstep: Class 3 contains 7384 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 47828 members 
Mstep: Class 6 contains 9852 members 
Mstep: Class 7 contains 5220 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 7246 members 
Mstep: Class 10 contains 106368 members 
Mstep: Class 11 contains 9464 members 
Mstep: Class 12 contains 109414 members 
Mstep: Class 13 contains 13939 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6542 members 
Mstep: Class 16 contains 8570 members 
Mstep: Class 17 contains 23019 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 99662 members 
Mstep: Class 20 contains 13692 members 
Mstep: Class 21 contains 59257 members 
Mstep: Class 22 contains 1464 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 9738 members 
Mstep: Class 25 contains 83853 members 
Mstep: Class 26 contains 38542 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112966 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2884 members 
Mstep: Class 31 contains 4461 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3955 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6446 members 
Mstep: Class 40 contains 355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111755744.000000 Penalty: 89247.812500
Iteration 234Q: 41 clusters Score -1.117557e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 104642 members 
Mstep: Class 3 contains 7387 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 47914 members 
Mstep: Class 6 contains 9849 members 
Mstep: Class 7 contains 5220 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 7245 members 
Mstep: Class 10 contains 106334 members 
Mstep: Class 11 contains 9464 members 
Mstep: Class 12 contains 109386 members 
Mstep: Class 13 contains 13944 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6543 members 
Mstep: Class 16 contains 8572 members 
Mstep: Class 17 contains 23040 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 99683 members 
Mstep: Class 20 contains 13593 members 
Mstep: Class 21 contains 59236 members 
Mstep: Class 22 contains 1464 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 9734 members 
Mstep: Class 25 contains 83852 members 
Mstep: Class 26 contains 38556 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112988 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2883 members 
Mstep: Class 31 contains 4463 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3953 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6445 members 
Mstep: Class 40 contains 355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111755824.000000 Penalty: 89247.812500
Iteration 235Q: 41 clusters Score -1.117558e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 104652 members 
Mstep: Class 3 contains 7388 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 47981 members 
Mstep: Class 6 contains 9847 members 
Mstep: Class 7 contains 5220 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 7246 members 
Mstep: Class 10 contains 106319 members 
Mstep: Class 11 contains 9464 members 
Mstep: Class 12 contains 109385 members 
Mstep: Class 13 contains 13943 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6545 members 
Mstep: Class 16 contains 8573 members 
Mstep: Class 17 contains 23062 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 99720 members 
Mstep: Class 20 contains 13501 members 
Mstep: Class 21 contains 59209 members 
Mstep: Class 22 contains 1464 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 9733 members 
Mstep: Class 25 contains 83838 members 
Mstep: Class 26 contains 38577 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112986 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2883 members 
Mstep: Class 31 contains 4462 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3949 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6446 members 
Mstep: Class 40 contains 355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111755872.000000 Penalty: 89247.812500
Iteration 236Q: 41 clusters Score -1.117559e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 104653 members 
Mstep: Class 3 contains 7388 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 48051 members 
Mstep: Class 6 contains 9846 members 
Mstep: Class 7 contains 5220 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 7245 members 
Mstep: Class 10 contains 106324 members 
Mstep: Class 11 contains 9465 members 
Mstep: Class 12 contains 109394 members 
Mstep: Class 13 contains 13945 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6547 members 
Mstep: Class 16 contains 8571 members 
Mstep: Class 17 contains 23082 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 99744 members 
Mstep: Class 20 contains 13410 members 
Mstep: Class 21 contains 59168 members 
Mstep: Class 22 contains 1464 members 
Mstep: Class 23 contains 4919 members 
Mstep: Class 24 contains 9732 members 
Mstep: Class 25 contains 83832 members 
Mstep: Class 26 contains 38593 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112989 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2883 members 
Mstep: Class 31 contains 4462 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3944 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6444 members 
Mstep: Class 40 contains 355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111755544.000000 Penalty: 89247.812500
Iteration 237Q: 41 clusters Score -1.117555e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 104647 members 
Mstep: Class 3 contains 7388 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 48114 members 
Mstep: Class 6 contains 9846 members 
Mstep: Class 7 contains 5219 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 7247 members 
Mstep: Class 10 contains 106328 members 
Mstep: Class 11 contains 9466 members 
Mstep: Class 12 contains 109407 members 
Mstep: Class 13 contains 13947 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6549 members 
Mstep: Class 16 contains 8569 members 
Mstep: Class 17 contains 23106 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 99763 members 
Mstep: Class 20 contains 13316 members 
Mstep: Class 21 contains 59124 members 
Mstep: Class 22 contains 1464 members 
Mstep: Class 23 contains 4919 members 
Mstep: Class 24 contains 9734 members 
Mstep: Class 25 contains 83826 members 
Mstep: Class 26 contains 38611 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112996 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2883 members 
Mstep: Class 31 contains 4463 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3937 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6448 members 
Mstep: Class 40 contains 355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111755536.000000 Penalty: 89247.812500
Iteration 238Q: 41 clusters Score -1.117555e+08 nChanged 712
Entering ConstructFrom: 
Score: -111755536.000000 Penalty: 89247.812500
Entering ConstructFrom: 
Trying to split cluster 1 (7561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Entering Unmasked Estep 
Score: -941927.250000 Penalty: 1451.248291
	Iteration 0F: 2 clusters Score -941927.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -936294.750000 Penalty: 2902.496582
	Iteration 0F: 3 clusters Score -936294.8 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -938028.250000 Penalty: 2902.496582
	Iteration 1F: 3 clusters Score -938028.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -938227.250000 Penalty: 2902.496582
	Iteration 2F: 3 clusters Score -938227.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -938400.312500 Penalty: 2902.496582
	Iteration 3F: 3 clusters Score -938400.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -938538.187500 Penalty: 2902.496582
	Iteration 4Q: 3 clusters Score -938538.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -938676.875000 Penalty: 2902.496582
	Iteration 5Q: 3 clusters Score -938676.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -938807.687500 Penalty: 2902.496582
	Iteration 6Q: 3 clusters Score -938807.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -938938.750000 Penalty: 2902.496582
	Iteration 7Q: 3 clusters Score -938938.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -939064.187500 Penalty: 2902.496582
	Iteration 8Q: 3 clusters Score -939064.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -939201.437500 Penalty: 2902.496582
	Iteration 9Q: 3 clusters Score -939201.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -939337.875000 Penalty: 2902.496582
	Iteration 10Q: 3 clusters Score -939337.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -939471.312500 Penalty: 2902.496582
	Iteration 11Q: 3 clusters Score -939471.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -939601.250000 Penalty: 2902.496582
	Iteration 12Q: 3 clusters Score -939601.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -939744.437500 Penalty: 2902.496582
	Iteration 13Q: 3 clusters Score -939744.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -939871.687500 Penalty: 2902.496582
	Iteration 14Q: 3 clusters Score -939871.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -939997.625000 Penalty: 2902.496582
	Iteration 15Q: 3 clusters Score -939997.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -940125.187500 Penalty: 2902.496582
	Iteration 16Q: 3 clusters Score -940125.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -940255.375000 Penalty: 2902.496582
	Iteration 17Q: 3 clusters Score -940255.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -940356.187500 Penalty: 2902.496582
	Iteration 18Q: 3 clusters Score -940356.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -940428.625000 Penalty: 2902.496582
	Iteration 19Q: 3 clusters Score -940428.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -940480.437500 Penalty: 2902.496582
	Iteration 20F: 3 clusters Score -940480.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -940521.375000 Penalty: 2902.496582
	Iteration 21Q: 3 clusters Score -940521.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -940557.812500 Penalty: 2902.496582
	Iteration 22Q: 3 clusters Score -940557.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -940580.562500 Penalty: 2902.496582
	Iteration 23Q: 3 clusters Score -940580.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -940605.437500 Penalty: 2902.496582
	Iteration 24Q: 3 clusters Score -940605.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -940634.250000 Penalty: 2902.496582
	Iteration 25Q: 3 clusters Score -940634.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -940649.375000 Penalty: 2902.496582
	Iteration 26Q: 3 clusters Score -940649.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -940665.000000 Penalty: 2902.496582
	Iteration 27Q: 3 clusters Score -940665 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -940672.750000 Penalty: 2902.496582
	Iteration 28Q: 3 clusters Score -940672.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -940685.625000 Penalty: 2902.496582
	Iteration 29Q: 3 clusters Score -940685.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -940700.875000 Penalty: 2902.496582
	Iteration 30Q: 3 clusters Score -940700.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -940712.125000 Penalty: 2902.496582
	Iteration 31Q: 3 clusters Score -940712.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -940718.687500 Penalty: 2902.496582
	Iteration 32Q: 3 clusters Score -940718.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -940725.875000 Penalty: 2902.496582
	Iteration 33Q: 3 clusters Score -940725.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -940729.937500 Penalty: 2902.496582
	Iteration 34Q: 3 clusters Score -940729.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -940734.125000 Penalty: 2902.496582
	Iteration 35Q: 3 clusters Score -940734.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -940735.000000 Penalty: 2902.496582
	Iteration 36Q: 3 clusters Score -940735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -940737.187500 Penalty: 2902.496582
	Iteration 37Q: 3 clusters Score -940737.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -940739.812500 Penalty: 2902.496582
	Iteration 38Q: 3 clusters Score -940739.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -940738.312500 Penalty: 2902.496582
	Iteration 39Q: 3 clusters Score -940738.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -940739.375000 Penalty: 2902.496582
	Iteration 40F: 3 clusters Score -940739.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (104655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104655 members 
Entering Unmasked Estep 
Score: -13168062.000000 Penalty: 1878.244019
	Iteration 0F: 2 clusters Score -1.316806e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52257 members 
Mstep: Class 2 contains 52398 members 
Entering Unmasked Estep 
Score: -13101756.000000 Penalty: 3756.488037
	Iteration 0F: 3 clusters Score -1.310176e+07 nChanged 50299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 54723 members 
Entering Unmasked Estep 
Score: -13131612.000000 Penalty: 3756.488037
	Iteration 1F: 3 clusters Score -1.313161e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 55768 members 
Entering Unmasked Estep 
Score: -13132862.000000 Penalty: 3756.488037
	Iteration 2Q: 3 clusters Score -1.313286e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 57257 members 
Entering Unmasked Estep 
Score: -13134487.000000 Penalty: 3756.488037
	Iteration 3Q: 3 clusters Score -1.313449e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 59184 members 
Entering Unmasked Estep 
Score: -13136419.000000 Penalty: 3756.488037
	Iteration 4Q: 3 clusters Score -1.313642e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 61501 members 
Entering Unmasked Estep 
Score: -13138890.000000 Penalty: 3756.488037
	Iteration 5F: 3 clusters Score -1.313889e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 64208 members 
Entering Unmasked Estep 
Score: -13141838.000000 Penalty: 3756.488037
	Iteration 6F: 3 clusters Score -1.314184e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 67076 members 
Entering Unmasked Estep 
Score: -13145239.000000 Penalty: 3756.488037
	Iteration 7F: 3 clusters Score -1.314524e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 69930 members 
Entering Unmasked Estep 
Score: -13149152.000000 Penalty: 3756.488037
	Iteration 8F: 3 clusters Score -1.314915e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 72380 members 
Entering Unmasked Estep 
Score: -13152702.000000 Penalty: 3756.488037
	Iteration 9F: 3 clusters Score -1.31527e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 74343 members 
Entering Unmasked Estep 
Score: -13154928.000000 Penalty: 3756.488037
	Iteration 10Q: 3 clusters Score -1.315493e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 76018 members 
Entering Unmasked Estep 
Score: -13156298.000000 Penalty: 3756.488037
	Iteration 11Q: 3 clusters Score -1.31563e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 77623 members 
Entering Unmasked Estep 
Score: -13157103.000000 Penalty: 3756.488037
	Iteration 12Q: 3 clusters Score -1.31571e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 79129 members 
Entering Unmasked Estep 
Score: -13157767.000000 Penalty: 3756.488037
	Iteration 13Q: 3 clusters Score -1.315777e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 80590 members 
Entering Unmasked Estep 
Score: -13158357.000000 Penalty: 3756.488037
	Iteration 14Q: 3 clusters Score -1.315836e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 82033 members 
Entering Unmasked Estep 
Score: -13159039.000000 Penalty: 3756.488037
	Iteration 15Q: 3 clusters Score -1.315904e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 83486 members 
Entering Unmasked Estep 
Score: -13159733.000000 Penalty: 3756.488037
	Iteration 16Q: 3 clusters Score -1.315973e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 84968 members 
Entering Unmasked Estep 
Score: -13160421.000000 Penalty: 3756.488037
	Iteration 17Q: 3 clusters Score -1.316042e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 86441 members 
Entering Unmasked Estep 
Score: -13161154.000000 Penalty: 3756.488037
	Iteration 18Q: 3 clusters Score -1.316115e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 87900 members 
Entering Unmasked Estep 
Score: -13161917.000000 Penalty: 3756.488037
	Iteration 19Q: 3 clusters Score -1.316192e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 89353 members 
Entering Unmasked Estep 
Score: -13162736.000000 Penalty: 3756.488037
	Iteration 20F: 3 clusters Score -1.316274e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 90710 members 
Entering Unmasked Estep 
Score: -13163562.000000 Penalty: 3756.488037
	Iteration 21Q: 3 clusters Score -1.316356e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 92133 members 
Entering Unmasked Estep 
Score: -13164414.000000 Penalty: 3756.488037
	Iteration 22Q: 3 clusters Score -1.316441e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 93527 members 
Entering Unmasked Estep 
Score: -13165282.000000 Penalty: 3756.488037
	Iteration 23Q: 3 clusters Score -1.316528e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 94872 members 
Entering Unmasked Estep 
Score: -13166107.000000 Penalty: 3756.488037
	Iteration 24Q: 3 clusters Score -1.316611e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 96129 members 
Entering Unmasked Estep 
Score: -13166664.000000 Penalty: 3756.488037
	Iteration 25Q: 3 clusters Score -1.316666e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 97273 members 
Entering Unmasked Estep 
Score: -13167150.000000 Penalty: 3756.488037
	Iteration 26Q: 3 clusters Score -1.316715e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 98215 members 
Entering Unmasked Estep 
Score: -13167435.000000 Penalty: 3756.488037
	Iteration 27Q: 3 clusters Score -1.316744e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 98960 members 
Entering Unmasked Estep 
Score: -13167603.000000 Penalty: 3756.488037
	Iteration 28Q: 3 clusters Score -1.31676e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 99556 members 
Entering Unmasked Estep 
Score: -13167673.000000 Penalty: 3756.488037
	Iteration 29Q: 3 clusters Score -1.316767e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 100047 members 
Entering Unmasked Estep 
Score: -13167632.000000 Penalty: 3756.488037
	Iteration 30Q: 3 clusters Score -1.316763e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 100434 members 
Entering Unmasked Estep 
Score: -13167653.000000 Penalty: 3756.488037
	Iteration 31Q: 3 clusters Score -1.316765e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 100741 members 
Entering Unmasked Estep 
Score: -13167653.000000 Penalty: 3756.488037
	Iteration 32Q: 3 clusters Score -1.316765e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 101033 members 
Entering Unmasked Estep 
Score: -13167666.000000 Penalty: 3756.488037
	Iteration 33Q: 3 clusters Score -1.316767e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 101244 members 
Entering Unmasked Estep 
Score: -13167640.000000 Penalty: 3756.488037
	Iteration 34Q: 3 clusters Score -1.316764e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 101422 members 
Entering Unmasked Estep 
Score: -13167630.000000 Penalty: 3756.488037
	Iteration 35Q: 3 clusters Score -1.316763e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 101552 members 
Entering Unmasked Estep 
Score: -13167606.000000 Penalty: 3756.488037
	Iteration 36Q: 3 clusters Score -1.316761e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 101677 members 
Entering Unmasked Estep 
Score: -13167577.000000 Penalty: 3756.488037
	Iteration 37Q: 3 clusters Score -1.316758e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 101784 members 
Entering Unmasked Estep 
Score: -13167529.000000 Penalty: 3756.488037
	Iteration 38Q: 3 clusters Score -1.316753e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 101863 members 
Entering Unmasked Estep 
Score: -13167522.000000 Penalty: 3756.488037
	Iteration 39Q: 3 clusters Score -1.316752e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 101943 members 
Entering Unmasked Estep 
Score: -13167523.000000 Penalty: 3756.488037
	Iteration 40F: 3 clusters Score -1.316752e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 102009 members 
Entering Unmasked Estep 
Score: -13167519.000000 Penalty: 3756.488037
	Iteration 41Q: 3 clusters Score -1.316752e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 102063 members 
Entering Unmasked Estep 
Score: -13167512.000000 Penalty: 3756.488037
	Iteration 42Q: 3 clusters Score -1.316751e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 102119 members 
Entering Unmasked Estep 
Score: -13167504.000000 Penalty: 3756.488037
	Iteration 43Q: 3 clusters Score -1.31675e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 102179 members 
Entering Unmasked Estep 
Score: -13167507.000000 Penalty: 3756.488037
	Iteration 44Q: 3 clusters Score -1.316751e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 102239 members 
Entering Unmasked Estep 
Score: -13167497.000000 Penalty: 3756.488037
	Iteration 45Q: 3 clusters Score -1.31675e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 102298 members 
Entering Unmasked Estep 
Score: -13167505.000000 Penalty: 3756.488037
	Iteration 46Q: 3 clusters Score -1.31675e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 102342 members 
Entering Unmasked Estep 
Score: -13167515.000000 Penalty: 3756.488037
	Iteration 47Q: 3 clusters Score -1.316752e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 102384 members 
Entering Unmasked Estep 
Score: -13167517.000000 Penalty: 3756.488037
	Iteration 48Q: 3 clusters Score -1.316752e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 102444 members 
Entering Unmasked Estep 
Score: -13167490.000000 Penalty: 3756.488037
	Iteration 49Q: 3 clusters Score -1.316749e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 102476 members 
Entering Unmasked Estep 
Score: -13167503.000000 Penalty: 3756.488037
	Iteration 50Q: 3 clusters Score -1.31675e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 102498 members 
Entering Unmasked Estep 
Score: -13167500.000000 Penalty: 3756.488037
	Iteration 51Q: 3 clusters Score -1.31675e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 102520 members 
Entering Unmasked Estep 
Score: -13167509.000000 Penalty: 3756.488037
	Iteration 52Q: 3 clusters Score -1.316751e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 102532 members 
Entering Unmasked Estep 
Score: -13167496.000000 Penalty: 3756.488037
	Iteration 53Q: 3 clusters Score -1.31675e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 102558 members 
Entering Unmasked Estep 
Score: -13167496.000000 Penalty: 3756.488037
	Iteration 54Q: 3 clusters Score -1.31675e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 102571 members 
Entering Unmasked Estep 
Score: -13167509.000000 Penalty: 3756.488037
	Iteration 55Q: 3 clusters Score -1.316751e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 102589 members 
Entering Unmasked Estep 
Score: -13167495.000000 Penalty: 3756.488037
	Iteration 56Q: 3 clusters Score -1.31675e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 102594 members 
Entering Unmasked Estep 
Score: -13167495.000000 Penalty: 3756.488037
	Iteration 57Q: 3 clusters Score -1.31675e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 102595 members 
Entering Unmasked Estep 
Score: -13167500.000000 Penalty: 3756.488037
	Iteration 58Q: 3 clusters Score -1.31675e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 102594 members 
Entering Unmasked Estep 
Score: -13167501.000000 Penalty: 3756.488037
	Iteration 59Q: 3 clusters Score -1.31675e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 102595 members 
Entering Unmasked Estep 
Score: -13167512.000000 Penalty: 3756.488037
	Iteration 60F: 3 clusters Score -1.316751e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 102595 members 
Entering Unmasked Estep 
Score: -13167515.000000 Penalty: 3756.488037
	Iteration 61Q: 3 clusters Score -1.316752e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 102596 members 
Entering Unmasked Estep 
Score: -13167529.000000 Penalty: 3756.488037
	Iteration 62Q: 3 clusters Score -1.316753e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 102596 members 
Entering Unmasked Estep 
Score: -13167535.000000 Penalty: 3756.488037
	Iteration 63Q: 3 clusters Score -1.316754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 102598 members 
Entering Unmasked Estep 
Score: -13167538.000000 Penalty: 3756.488037
	Iteration 64Q: 3 clusters Score -1.316754e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 102602 members 
Entering Unmasked Estep 
Score: -13167516.000000 Penalty: 3756.488037
	Iteration 65Q: 3 clusters Score -1.316752e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 102604 members 
Entering Unmasked Estep 
Score: -13167517.000000 Penalty: 3756.488037
	Iteration 66Q: 3 clusters Score -1.316752e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 102616 members 
Entering Unmasked Estep 
Score: -13167530.000000 Penalty: 3756.488037
	Iteration 67Q: 3 clusters Score -1.316753e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 102627 members 
Entering Unmasked Estep 
Score: -13167529.000000 Penalty: 3756.488037
	Iteration 68Q: 3 clusters Score -1.316753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 102629 members 
Entering Unmasked Estep 
Score: -13167523.000000 Penalty: 3756.488037
	Iteration 69Q: 3 clusters Score -1.316752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 102633 members 
Entering Unmasked Estep 
Score: -13167531.000000 Penalty: 3756.488037
	Iteration 70Q: 3 clusters Score -1.316753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 102636 members 
Entering Unmasked Estep 
Score: -13167535.000000 Penalty: 3756.488037
	Iteration 71Q: 3 clusters Score -1.316754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 102636 members 
Entering Unmasked Estep 
Score: -13167533.000000 Penalty: 3756.488037
	Iteration 72Q: 3 clusters Score -1.316753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 102634 members 
Entering Unmasked Estep 
Score: -13167525.000000 Penalty: 3756.488037
	Iteration 73Q: 3 clusters Score -1.316752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 102637 members 
Entering Unmasked Estep 
Score: -13167522.000000 Penalty: 3756.488037
	Iteration 74Q: 3 clusters Score -1.316752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 102636 members 
Entering Unmasked Estep 
Score: -13167528.000000 Penalty: 3756.488037
	Iteration 75Q: 3 clusters Score -1.316753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 102637 members 
Entering Unmasked Estep 
Score: -13167533.000000 Penalty: 3756.488037
	Iteration 76Q: 3 clusters Score -1.316753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 102639 members 
Entering Unmasked Estep 
Score: -13167536.000000 Penalty: 3756.488037
	Iteration 77Q: 3 clusters Score -1.316754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 102639 members 
Entering Unmasked Estep 
Score: -13167536.000000 Penalty: 3756.488037
	Iteration 78F: 3 clusters Score -1.316754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Entering Unmasked Estep 
Score: -876020.625000 Penalty: 1447.465088
	Iteration 0F: 2 clusters Score -876020.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -870536.562500 Penalty: 2894.930176
	Iteration 0F: 3 clusters Score -870536.6 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -872336.375000 Penalty: 2894.930176
	Iteration 1F: 3 clusters Score -872336.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -872773.062500 Penalty: 2894.930176
	Iteration 2F: 3 clusters Score -872773.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -873121.312500 Penalty: 2894.930176
	Iteration 3F: 3 clusters Score -873121.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -873406.000000 Penalty: 2894.930176
	Iteration 4F: 3 clusters Score -873406 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -873654.625000 Penalty: 2894.930176
	Iteration 5F: 3 clusters Score -873654.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -873833.500000 Penalty: 2894.930176
	Iteration 6Q: 3 clusters Score -873833.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -873960.000000 Penalty: 2894.930176
	Iteration 7Q: 3 clusters Score -873960 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -874091.062500 Penalty: 2894.930176
	Iteration 8Q: 3 clusters Score -874091.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -874228.812500 Penalty: 2894.930176
	Iteration 9Q: 3 clusters Score -874228.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -874342.062500 Penalty: 2894.930176
	Iteration 10Q: 3 clusters Score -874342.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -874432.437500 Penalty: 2894.930176
	Iteration 11Q: 3 clusters Score -874432.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -874519.437500 Penalty: 2894.930176
	Iteration 12Q: 3 clusters Score -874519.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -874591.000000 Penalty: 2894.930176
	Iteration 13Q: 3 clusters Score -874591 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -874651.125000 Penalty: 2894.930176
	Iteration 14Q: 3 clusters Score -874651.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -874699.625000 Penalty: 2894.930176
	Iteration 15Q: 3 clusters Score -874699.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -874749.250000 Penalty: 2894.930176
	Iteration 16Q: 3 clusters Score -874749.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -874799.500000 Penalty: 2894.930176
	Iteration 17Q: 3 clusters Score -874799.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -874838.875000 Penalty: 2894.930176
	Iteration 18Q: 3 clusters Score -874838.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -874877.125000 Penalty: 2894.930176
	Iteration 19Q: 3 clusters Score -874877.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -874915.187500 Penalty: 2894.930176
	Iteration 20F: 3 clusters Score -874915.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -874949.250000 Penalty: 2894.930176
	Iteration 21Q: 3 clusters Score -874949.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -874983.375000 Penalty: 2894.930176
	Iteration 22Q: 3 clusters Score -874983.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -875006.125000 Penalty: 2894.930176
	Iteration 23Q: 3 clusters Score -875006.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -875019.000000 Penalty: 2894.930176
	Iteration 24Q: 3 clusters Score -875019 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -875032.937500 Penalty: 2894.930176
	Iteration 25Q: 3 clusters Score -875032.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -875041.125000 Penalty: 2894.930176
	Iteration 26Q: 3 clusters Score -875041.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -875051.937500 Penalty: 2894.930176
	Iteration 27Q: 3 clusters Score -875051.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -875058.125000 Penalty: 2894.930176
	Iteration 28Q: 3 clusters Score -875058.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -875063.625000 Penalty: 2894.930176
	Iteration 29Q: 3 clusters Score -875063.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -875065.250000 Penalty: 2894.930176
	Iteration 30Q: 3 clusters Score -875065.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -875068.812500 Penalty: 2894.930176
	Iteration 31Q: 3 clusters Score -875068.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -875070.375000 Penalty: 2894.930176
	Iteration 32Q: 3 clusters Score -875070.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -875075.875000 Penalty: 2894.930176
	Iteration 33Q: 3 clusters Score -875075.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -875076.312500 Penalty: 2894.930176
	Iteration 34Q: 3 clusters Score -875076.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -875079.437500 Penalty: 2894.930176
	Iteration 35Q: 3 clusters Score -875079.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -875080.562500 Penalty: 2894.930176
	Iteration 36Q: 3 clusters Score -875080.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -875084.125000 Penalty: 2894.930176
	Iteration 37Q: 3 clusters Score -875084.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -875085.875000 Penalty: 2894.930176
	Iteration 38Q: 3 clusters Score -875085.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -875090.750000 Penalty: 2894.930176
	Iteration 39Q: 3 clusters Score -875090.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -875092.312500 Penalty: 2894.930176
	Iteration 40F: 3 clusters Score -875092.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -875094.562500 Penalty: 2894.930176
	Iteration 41Q: 3 clusters Score -875094.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -875099.375000 Penalty: 2894.930176
	Iteration 42Q: 3 clusters Score -875099.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -875100.312500 Penalty: 2894.930176
	Iteration 43Q: 3 clusters Score -875100.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -875102.375000 Penalty: 2894.930176
	Iteration 44Q: 3 clusters Score -875102.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -875102.062500 Penalty: 2894.930176
	Iteration 45Q: 3 clusters Score -875102.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -875102.937500 Penalty: 2894.930176
	Iteration 46Q: 3 clusters Score -875102.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -875107.625000 Penalty: 2894.930176
	Iteration 47Q: 3 clusters Score -875107.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -875110.875000 Penalty: 2894.930176
	Iteration 48Q: 3 clusters Score -875110.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -875112.000000 Penalty: 2894.930176
	Iteration 49Q: 3 clusters Score -875112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -875115.312500 Penalty: 2894.930176
	Iteration 50Q: 3 clusters Score -875115.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -875116.312500 Penalty: 2894.930176
	Iteration 51Q: 3 clusters Score -875116.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -875117.375000 Penalty: 2894.930176
	Iteration 52Q: 3 clusters Score -875117.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -875120.000000 Penalty: 2894.930176
	Iteration 53Q: 3 clusters Score -875120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -875120.562500 Penalty: 2894.930176
	Iteration 54Q: 3 clusters Score -875120.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -875123.625000 Penalty: 2894.930176
	Iteration 55Q: 3 clusters Score -875123.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -875125.687500 Penalty: 2894.930176
	Iteration 56Q: 3 clusters Score -875125.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -875126.500000 Penalty: 2894.930176
	Iteration 57Q: 3 clusters Score -875126.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -875128.250000 Penalty: 2894.930176
	Iteration 58Q: 3 clusters Score -875128.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -875127.500000 Penalty: 2894.930176
	Iteration 59Q: 3 clusters Score -875127.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -875127.562500 Penalty: 2894.930176
	Iteration 60F: 3 clusters Score -875127.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -875128.500000 Penalty: 2894.930176
	Iteration 61Q: 3 clusters Score -875128.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -875131.125000 Penalty: 2894.930176
	Iteration 62Q: 3 clusters Score -875131.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -875133.000000 Penalty: 2894.930176
	Iteration 63Q: 3 clusters Score -875133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -875134.437500 Penalty: 2894.930176
	Iteration 64Q: 3 clusters Score -875134.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -875134.250000 Penalty: 2894.930176
	Iteration 65Q: 3 clusters Score -875134.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -875134.125000 Penalty: 2894.930176
	Iteration 66Q: 3 clusters Score -875134.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -875134.875000 Penalty: 2894.930176
	Iteration 67Q: 3 clusters Score -875134.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -875136.437500 Penalty: 2894.930176
	Iteration 68Q: 3 clusters Score -875136.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -875136.437500 Penalty: 2894.930176
	Iteration 69F: 3 clusters Score -875136.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -54162.402344 Penalty: 1002.561707
	Iteration 0F: 2 clusters Score -54162.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -53133.296875 Penalty: 2005.123413
	Iteration 0F: 3 clusters Score -53133.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -53315.796875 Penalty: 2005.123413
	Iteration 1F: 3 clusters Score -53315.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -53345.781250 Penalty: 2005.123413
	Iteration 2Q: 3 clusters Score -53345.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -53369.722656 Penalty: 2005.123413
	Iteration 3Q: 3 clusters Score -53369.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -53386.671875 Penalty: 2005.123413
	Iteration 4Q: 3 clusters Score -53386.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -53414.085938 Penalty: 2005.123413
	Iteration 5Q: 3 clusters Score -53414.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -53444.523438 Penalty: 2005.123413
	Iteration 6Q: 3 clusters Score -53444.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -53490.210938 Penalty: 2005.123413
	Iteration 7Q: 3 clusters Score -53490.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -53526.222656 Penalty: 2005.123413
	Iteration 8Q: 3 clusters Score -53526.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -53554.496094 Penalty: 2005.123413
	Iteration 9Q: 3 clusters Score -53554.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -53568.917969 Penalty: 2005.123413
	Iteration 10Q: 3 clusters Score -53568.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -53579.539062 Penalty: 2005.123413
	Iteration 11Q: 3 clusters Score -53579.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -53586.148438 Penalty: 2005.123413
	Iteration 12Q: 3 clusters Score -53586.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -53591.984375 Penalty: 2005.123413
	Iteration 13Q: 3 clusters Score -53591.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -53593.199219 Penalty: 2005.123413
	Iteration 14Q: 3 clusters Score -53593.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -53593.929688 Penalty: 2005.123413
	Iteration 15Q: 3 clusters Score -53593.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -53593.929688 Penalty: 2005.123413
	Iteration 16F: 3 clusters Score -53593.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Entering Unmasked Estep 
Score: -6069407.000000 Penalty: 1752.191895
	Iteration 0F: 2 clusters Score -6069407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -6037036.000000 Penalty: 3504.383789
	Iteration 0F: 3 clusters Score -6037036 nChanged 22636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -6050072.500000 Penalty: 3504.383789
	Iteration 1F: 3 clusters Score -6050072 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -6050614.500000 Penalty: 3504.383789
	Iteration 2Q: 3 clusters Score -6050614 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -6051137.500000 Penalty: 3504.383789
	Iteration 3Q: 3 clusters Score -6051138 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -6051632.500000 Penalty: 3504.383789
	Iteration 4Q: 3 clusters Score -6051632 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -6052238.500000 Penalty: 3504.383789
	Iteration 5Q: 3 clusters Score -6052238 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -6052898.000000 Penalty: 3504.383789
	Iteration 6Q: 3 clusters Score -6052898 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -6053812.000000 Penalty: 3504.383789
	Iteration 7Q: 3 clusters Score -6053812 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -6054891.500000 Penalty: 3504.383789
	Iteration 8Q: 3 clusters Score -6054892 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -6056292.500000 Penalty: 3504.383789
	Iteration 9F: 3 clusters Score -6056292 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -6057851.000000 Penalty: 3504.383789
	Iteration 10F: 3 clusters Score -6057851 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -6059526.000000 Penalty: 3504.383789
	Iteration 11F: 3 clusters Score -6059526 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -6060897.000000 Penalty: 3504.383789
	Iteration 12Q: 3 clusters Score -6060897 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -6061682.000000 Penalty: 3504.383789
	Iteration 13Q: 3 clusters Score -6061682 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -6062139.500000 Penalty: 3504.383789
	Iteration 14Q: 3 clusters Score -6062140 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -6062422.000000 Penalty: 3504.383789
	Iteration 15Q: 3 clusters Score -6062422 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -6062607.000000 Penalty: 3504.383789
	Iteration 16Q: 3 clusters Score -6062607 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -6062752.500000 Penalty: 3504.383789
	Iteration 17Q: 3 clusters Score -6062752 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -6062886.000000 Penalty: 3504.383789
	Iteration 18Q: 3 clusters Score -6062886 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -6063023.500000 Penalty: 3504.383789
	Iteration 19Q: 3 clusters Score -6063024 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -6063157.000000 Penalty: 3504.383789
	Iteration 20F: 3 clusters Score -6063157 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -6063302.000000 Penalty: 3504.383789
	Iteration 21Q: 3 clusters Score -6063302 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -6063417.000000 Penalty: 3504.383789
	Iteration 22Q: 3 clusters Score -6063417 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -6063587.500000 Penalty: 3504.383789
	Iteration 23Q: 3 clusters Score -6063588 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -6063771.000000 Penalty: 3504.383789
	Iteration 24Q: 3 clusters Score -6063771 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -6063950.000000 Penalty: 3504.383789
	Iteration 25Q: 3 clusters Score -6063950 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -6064106.500000 Penalty: 3504.383789
	Iteration 26Q: 3 clusters Score -6064106 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -6064291.000000 Penalty: 3504.383789
	Iteration 27Q: 3 clusters Score -6064291 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -6064492.500000 Penalty: 3504.383789
	Iteration 28Q: 3 clusters Score -6064492 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -6064667.500000 Penalty: 3504.383789
	Iteration 29Q: 3 clusters Score -6064668 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -6064886.500000 Penalty: 3504.383789
	Iteration 30Q: 3 clusters Score -6064886 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -6065077.500000 Penalty: 3504.383789
	Iteration 31Q: 3 clusters Score -6065078 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -6065325.500000 Penalty: 3504.383789
	Iteration 32Q: 3 clusters Score -6065326 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -6065514.500000 Penalty: 3504.383789
	Iteration 33Q: 3 clusters Score -6065514 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -6065729.500000 Penalty: 3504.383789
	Iteration 34Q: 3 clusters Score -6065730 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -6065956.500000 Penalty: 3504.383789
	Iteration 35Q: 3 clusters Score -6065956 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -6066174.000000 Penalty: 3504.383789
	Iteration 36Q: 3 clusters Score -6066174 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -6066391.500000 Penalty: 3504.383789
	Iteration 37Q: 3 clusters Score -6066392 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -6066615.000000 Penalty: 3504.383789
	Iteration 38Q: 3 clusters Score -6066615 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -6066830.000000 Penalty: 3504.383789
	Iteration 39Q: 3 clusters Score -6066830 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -6067026.000000 Penalty: 3504.383789
	Iteration 40F: 3 clusters Score -6067026 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -6067205.500000 Penalty: 3504.383789
	Iteration 41Q: 3 clusters Score -6067206 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -6067322.500000 Penalty: 3504.383789
	Iteration 42Q: 3 clusters Score -6067322 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6067440.000000 Penalty: 3504.383789
	Iteration 43Q: 3 clusters Score -6067440 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -6067508.000000 Penalty: 3504.383789
	Iteration 44Q: 3 clusters Score -6067508 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46596 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -6067575.000000 Penalty: 3504.383789
	Iteration 45Q: 3 clusters Score -6067575 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -6067636.500000 Penalty: 3504.383789
	Iteration 46Q: 3 clusters Score -6067636 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -6067693.500000 Penalty: 3504.383789
	Iteration 47Q: 3 clusters Score -6067694 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -6067728.000000 Penalty: 3504.383789
	Iteration 48Q: 3 clusters Score -6067728 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46969 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -6067760.500000 Penalty: 3504.383789
	Iteration 49Q: 3 clusters Score -6067760 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -6067786.000000 Penalty: 3504.383789
	Iteration 50Q: 3 clusters Score -6067786 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -6067820.000000 Penalty: 3504.383789
	Iteration 51Q: 3 clusters Score -6067820 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -6067852.500000 Penalty: 3504.383789
	Iteration 52Q: 3 clusters Score -6067852 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6067876.500000 Penalty: 3504.383789
	Iteration 53Q: 3 clusters Score -6067876 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -6067889.000000 Penalty: 3504.383789
	Iteration 54Q: 3 clusters Score -6067889 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -6067907.500000 Penalty: 3504.383789
	Iteration 55Q: 3 clusters Score -6067908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -6067914.000000 Penalty: 3504.383789
	Iteration 56Q: 3 clusters Score -6067914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6067933.000000 Penalty: 3504.383789
	Iteration 57Q: 3 clusters Score -6067933 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -6067951.000000 Penalty: 3504.383789
	Iteration 58Q: 3 clusters Score -6067951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6067959.000000 Penalty: 3504.383789
	Iteration 59Q: 3 clusters Score -6067959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6067963.500000 Penalty: 3504.383789
	Iteration 60F: 3 clusters Score -6067964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47350 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6067958.000000 Penalty: 3504.383789
	Iteration 61Q: 3 clusters Score -6067958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6067965.000000 Penalty: 3504.383789
	Iteration 62Q: 3 clusters Score -6067965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6067965.000000 Penalty: 3504.383789
	Iteration 63Q: 3 clusters Score -6067965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47379 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6067966.000000 Penalty: 3504.383789
	Iteration 64Q: 3 clusters Score -6067966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47382 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6067967.000000 Penalty: 3504.383789
	Iteration 65Q: 3 clusters Score -6067967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6067977.000000 Penalty: 3504.383789
	Iteration 66Q: 3 clusters Score -6067977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6067976.000000 Penalty: 3504.383789
	Iteration 67Q: 3 clusters Score -6067976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6067969.000000 Penalty: 3504.383789
	Iteration 68Q: 3 clusters Score -6067969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47408 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6067969.000000 Penalty: 3504.383789
	Iteration 69Q: 3 clusters Score -6067969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6067977.500000 Penalty: 3504.383789
	Iteration 70Q: 3 clusters Score -6067978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47420 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -6067981.000000 Penalty: 3504.383789
	Iteration 71Q: 3 clusters Score -6067981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6067979.000000 Penalty: 3504.383789
	Iteration 72Q: 3 clusters Score -6067979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47422 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6067988.500000 Penalty: 3504.383789
	Iteration 73Q: 3 clusters Score -6067988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47424 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6067986.000000 Penalty: 3504.383789
	Iteration 74Q: 3 clusters Score -6067986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -6067992.500000 Penalty: 3504.383789
	Iteration 75Q: 3 clusters Score -6067992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6067989.500000 Penalty: 3504.383789
	Iteration 76Q: 3 clusters Score -6067990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6067997.500000 Penalty: 3504.383789
	Iteration 77Q: 3 clusters Score -6067998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -6067997.500000 Penalty: 3504.383789
	Iteration 78Q: 3 clusters Score -6067998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47439 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6067995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47439 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6067995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9846 members 
Entering Unmasked Estep 
Score: -1238826.625000 Penalty: 1494.158325
	Iteration 0F: 2 clusters Score -1238827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1231781.250000 Penalty: 2988.316650
	Iteration 0F: 3 clusters Score -1231781 nChanged 4261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1234123.750000 Penalty: 2988.316650
	Iteration 1F: 3 clusters Score -1234124 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1234593.625000 Penalty: 2988.316650
	Iteration 2F: 3 clusters Score -1234594 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1235107.750000 Penalty: 2988.316650
	Iteration 3F: 3 clusters Score -1235108 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1235606.000000 Penalty: 2988.316650
	Iteration 4F: 3 clusters Score -1235606 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1236081.375000 Penalty: 2988.316650
	Iteration 5F: 3 clusters Score -1236081 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1236528.875000 Penalty: 2988.316650
	Iteration 6F: 3 clusters Score -1236529 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1236878.750000 Penalty: 2988.316650
	Iteration 7F: 3 clusters Score -1236879 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1237189.250000 Penalty: 2988.316650
	Iteration 8Q: 3 clusters Score -1237189 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1237400.250000 Penalty: 2988.316650
	Iteration 9Q: 3 clusters Score -1237400 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1237566.000000 Penalty: 2988.316650
	Iteration 10Q: 3 clusters Score -1237566 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1237669.125000 Penalty: 2988.316650
	Iteration 11Q: 3 clusters Score -1237669 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1237733.625000 Penalty: 2988.316650
	Iteration 12Q: 3 clusters Score -1237734 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1237777.250000 Penalty: 2988.316650
	Iteration 13Q: 3 clusters Score -1237777 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1237804.250000 Penalty: 2988.316650
	Iteration 14Q: 3 clusters Score -1237804 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1237816.750000 Penalty: 2988.316650
	Iteration 15Q: 3 clusters Score -1237817 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1237834.375000 Penalty: 2988.316650
	Iteration 16Q: 3 clusters Score -1237834 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1237852.750000 Penalty: 2988.316650
	Iteration 17Q: 3 clusters Score -1237853 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1237869.000000 Penalty: 2988.316650
	Iteration 18Q: 3 clusters Score -1237869 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1237879.875000 Penalty: 2988.316650
	Iteration 19Q: 3 clusters Score -1237880 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1237890.750000 Penalty: 2988.316650
	Iteration 20F: 3 clusters Score -1237891 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1237900.125000 Penalty: 2988.316650
	Iteration 21Q: 3 clusters Score -1237900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1237908.500000 Penalty: 2988.316650
	Iteration 22Q: 3 clusters Score -1237908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1237916.250000 Penalty: 2988.316650
	Iteration 23Q: 3 clusters Score -1237916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1237920.750000 Penalty: 2988.316650
	Iteration 24Q: 3 clusters Score -1237921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1237923.875000 Penalty: 2988.316650
	Iteration 25Q: 3 clusters Score -1237924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1237927.000000 Penalty: 2988.316650
	Iteration 26Q: 3 clusters Score -1237927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1237928.625000 Penalty: 2988.316650
	Iteration 27Q: 3 clusters Score -1237929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1237931.375000 Penalty: 2988.316650
	Iteration 28Q: 3 clusters Score -1237931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1237934.750000 Penalty: 2988.316650
	Iteration 29Q: 3 clusters Score -1237935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1237935.375000 Penalty: 2988.316650
	Iteration 30Q: 3 clusters Score -1237935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1237938.750000 Penalty: 2988.316650
	Iteration 31Q: 3 clusters Score -1237939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1237942.125000 Penalty: 2988.316650
	Iteration 32Q: 3 clusters Score -1237942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1237941.375000 Penalty: 2988.316650
	Iteration 33Q: 3 clusters Score -1237941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1237944.625000 Penalty: 2988.316650
	Iteration 34Q: 3 clusters Score -1237945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1237946.625000 Penalty: 2988.316650
	Iteration 35Q: 3 clusters Score -1237947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1237947.500000 Penalty: 2988.316650
	Iteration 36Q: 3 clusters Score -1237948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1237952.125000 Penalty: 2988.316650
	Iteration 37Q: 3 clusters Score -1237952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1237954.125000 Penalty: 2988.316650
	Iteration 38Q: 3 clusters Score -1237954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1237958.750000 Penalty: 2988.316650
	Iteration 39Q: 3 clusters Score -1237959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1237972.375000 Penalty: 2988.316650
	Iteration 40F: 3 clusters Score -1237972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1237983.625000 Penalty: 2988.316650
	Iteration 41Q: 3 clusters Score -1237984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1238001.750000 Penalty: 2988.316650
	Iteration 42Q: 3 clusters Score -1238002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1238018.750000 Penalty: 2988.316650
	Iteration 43Q: 3 clusters Score -1238019 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1238025.625000 Penalty: 2988.316650
	Iteration 44Q: 3 clusters Score -1238026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1238030.750000 Penalty: 2988.316650
	Iteration 45Q: 3 clusters Score -1238031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1238038.000000 Penalty: 2988.316650
	Iteration 46Q: 3 clusters Score -1238038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1238042.000000 Penalty: 2988.316650
	Iteration 47Q: 3 clusters Score -1238042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1238044.875000 Penalty: 2988.316650
	Iteration 48Q: 3 clusters Score -1238045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1238048.500000 Penalty: 2988.316650
	Iteration 49Q: 3 clusters Score -1238048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1238053.125000 Penalty: 2988.316650
	Iteration 50Q: 3 clusters Score -1238053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1238057.750000 Penalty: 2988.316650
	Iteration 51Q: 3 clusters Score -1238058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1238061.375000 Penalty: 2988.316650
	Iteration 52Q: 3 clusters Score -1238061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1238064.625000 Penalty: 2988.316650
	Iteration 53Q: 3 clusters Score -1238065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1238067.250000 Penalty: 2988.316650
	Iteration 54Q: 3 clusters Score -1238067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1238071.750000 Penalty: 2988.316650
	Iteration 55Q: 3 clusters Score -1238072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1238076.000000 Penalty: 2988.316650
	Iteration 56Q: 3 clusters Score -1238076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1238082.750000 Penalty: 2988.316650
	Iteration 57Q: 3 clusters Score -1238083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1238085.875000 Penalty: 2988.316650
	Iteration 58Q: 3 clusters Score -1238086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1238087.625000 Penalty: 2988.316650
	Iteration 59Q: 3 clusters Score -1238088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1238091.750000 Penalty: 2988.316650
	Iteration 60F: 3 clusters Score -1238092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1238092.250000 Penalty: 2988.316650
	Iteration 61Q: 3 clusters Score -1238092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1238094.500000 Penalty: 2988.316650
	Iteration 62Q: 3 clusters Score -1238094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1238095.500000 Penalty: 2988.316650
	Iteration 63Q: 3 clusters Score -1238096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1238095.625000 Penalty: 2988.316650
	Iteration 64Q: 3 clusters Score -1238096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1238099.250000 Penalty: 2988.316650
	Iteration 65Q: 3 clusters Score -1238099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1238102.875000 Penalty: 2988.316650
	Iteration 66Q: 3 clusters Score -1238103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1238103.250000 Penalty: 2988.316650
	Iteration 67Q: 3 clusters Score -1238103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1238103.375000 Penalty: 2988.316650
	Iteration 68Q: 3 clusters Score -1238103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1238106.250000 Penalty: 2988.316650
	Iteration 69Q: 3 clusters Score -1238106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1238114.250000 Penalty: 2988.316650
	Iteration 70Q: 3 clusters Score -1238114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1238117.250000 Penalty: 2988.316650
	Iteration 71Q: 3 clusters Score -1238117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1238126.500000 Penalty: 2988.316650
	Iteration 72Q: 3 clusters Score -1238126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1238128.375000 Penalty: 2988.316650
	Iteration 73Q: 3 clusters Score -1238128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1238135.750000 Penalty: 2988.316650
	Iteration 74Q: 3 clusters Score -1238136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1238137.875000 Penalty: 2988.316650
	Iteration 75Q: 3 clusters Score -1238138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1238137.250000 Penalty: 2988.316650
	Iteration 76Q: 3 clusters Score -1238137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1238140.750000 Penalty: 2988.316650
	Iteration 77Q: 3 clusters Score -1238141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1238144.500000 Penalty: 2988.316650
	Iteration 78Q: 3 clusters Score -1238144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1238146.375000 Penalty: 2988.316650
	Iteration 79Q: 3 clusters Score -1238146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1238147.375000 Penalty: 2988.316650
	Iteration 80F: 3 clusters Score -1238147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1238148.625000 Penalty: 2988.316650
	Iteration 81Q: 3 clusters Score -1238149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1238148.625000 Penalty: 2988.316650
	Iteration 82Q: 3 clusters Score -1238149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1238149.125000 Penalty: 2988.316650
	Iteration 83Q: 3 clusters Score -1238149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1238150.375000 Penalty: 2988.316650
	Iteration 84Q: 3 clusters Score -1238150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1238152.250000 Penalty: 2988.316650
	Iteration 85Q: 3 clusters Score -1238152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1238153.250000 Penalty: 2988.316650
	Iteration 86Q: 3 clusters Score -1238153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1238154.125000 Penalty: 2988.316650
	Iteration 87Q: 3 clusters Score -1238154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1238156.000000 Penalty: 2988.316650
	Iteration 88Q: 3 clusters Score -1238156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1238155.375000 Penalty: 2988.316650
	Iteration 89Q: 3 clusters Score -1238155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1238156.000000 Penalty: 2988.316650
	Iteration 90Q: 3 clusters Score -1238156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1238157.875000 Penalty: 2988.316650
	Iteration 91Q: 3 clusters Score -1238158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1238158.000000 Penalty: 2988.316650
	Iteration 92Q: 3 clusters Score -1238158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1238158.000000 Penalty: 2988.316650
	Iteration 93F: 3 clusters Score -1238158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Entering Unmasked Estep 
Score: -647209.500000 Penalty: 1391.041138
	Iteration 0F: 2 clusters Score -647209.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -643067.812500 Penalty: 2782.082275
	Iteration 0F: 3 clusters Score -643067.8 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -644102.187500 Penalty: 2782.082275
	Iteration 1F: 3 clusters Score -644102.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -644249.812500 Penalty: 2782.082275
	Iteration 2F: 3 clusters Score -644249.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -644351.375000 Penalty: 2782.082275
	Iteration 3Q: 3 clusters Score -644351.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -644438.500000 Penalty: 2782.082275
	Iteration 4Q: 3 clusters Score -644438.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -644512.500000 Penalty: 2782.082275
	Iteration 5Q: 3 clusters Score -644512.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -644571.625000 Penalty: 2782.082275
	Iteration 6Q: 3 clusters Score -644571.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -644619.062500 Penalty: 2782.082275
	Iteration 7Q: 3 clusters Score -644619.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -644666.375000 Penalty: 2782.082275
	Iteration 8Q: 3 clusters Score -644666.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -644700.187500 Penalty: 2782.082275
	Iteration 9Q: 3 clusters Score -644700.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -644729.000000 Penalty: 2782.082275
	Iteration 10Q: 3 clusters Score -644729 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -644759.312500 Penalty: 2782.082275
	Iteration 11Q: 3 clusters Score -644759.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -644793.437500 Penalty: 2782.082275
	Iteration 12Q: 3 clusters Score -644793.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -644830.687500 Penalty: 2782.082275
	Iteration 13Q: 3 clusters Score -644830.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -644865.875000 Penalty: 2782.082275
	Iteration 14Q: 3 clusters Score -644865.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -644895.875000 Penalty: 2782.082275
	Iteration 15Q: 3 clusters Score -644895.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -644930.937500 Penalty: 2782.082275
	Iteration 16Q: 3 clusters Score -644930.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -644968.562500 Penalty: 2782.082275
	Iteration 17Q: 3 clusters Score -644968.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -645005.750000 Penalty: 2782.082275
	Iteration 18Q: 3 clusters Score -645005.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -645036.937500 Penalty: 2782.082275
	Iteration 19Q: 3 clusters Score -645036.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -645068.875000 Penalty: 2782.082275
	Iteration 20F: 3 clusters Score -645068.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -645096.750000 Penalty: 2782.082275
	Iteration 21Q: 3 clusters Score -645096.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -645119.625000 Penalty: 2782.082275
	Iteration 22Q: 3 clusters Score -645119.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -645144.812500 Penalty: 2782.082275
	Iteration 23Q: 3 clusters Score -645144.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -645178.625000 Penalty: 2782.082275
	Iteration 24Q: 3 clusters Score -645178.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -645210.437500 Penalty: 2782.082275
	Iteration 25Q: 3 clusters Score -645210.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -645255.625000 Penalty: 2782.082275
	Iteration 26Q: 3 clusters Score -645255.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -645311.875000 Penalty: 2782.082275
	Iteration 27Q: 3 clusters Score -645311.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -645366.687500 Penalty: 2782.082275
	Iteration 28Q: 3 clusters Score -645366.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -645423.687500 Penalty: 2782.082275
	Iteration 29Q: 3 clusters Score -645423.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -645487.000000 Penalty: 2782.082275
	Iteration 30Q: 3 clusters Score -645487 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -645553.250000 Penalty: 2782.082275
	Iteration 31Q: 3 clusters Score -645553.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -645619.187500 Penalty: 2782.082275
	Iteration 32Q: 3 clusters Score -645619.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -645690.937500 Penalty: 2782.082275
	Iteration 33Q: 3 clusters Score -645690.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -645754.000000 Penalty: 2782.082275
	Iteration 34Q: 3 clusters Score -645754 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -645814.312500 Penalty: 2782.082275
	Iteration 35Q: 3 clusters Score -645814.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -645845.375000 Penalty: 2782.082275
	Iteration 36Q: 3 clusters Score -645845.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -645870.625000 Penalty: 2782.082275
	Iteration 37Q: 3 clusters Score -645870.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -645885.500000 Penalty: 2782.082275
	Iteration 38Q: 3 clusters Score -645885.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -645904.562500 Penalty: 2782.082275
	Iteration 39Q: 3 clusters Score -645904.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -645919.312500 Penalty: 2782.082275
	Iteration 40F: 3 clusters Score -645919.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -645929.750000 Penalty: 2782.082275
	Iteration 41Q: 3 clusters Score -645929.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -645938.687500 Penalty: 2782.082275
	Iteration 42Q: 3 clusters Score -645938.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -645948.125000 Penalty: 2782.082275
	Iteration 43Q: 3 clusters Score -645948.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -645951.875000 Penalty: 2782.082275
	Iteration 44Q: 3 clusters Score -645951.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -645954.875000 Penalty: 2782.082275
	Iteration 45Q: 3 clusters Score -645954.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -645956.812500 Penalty: 2782.082275
	Iteration 46Q: 3 clusters Score -645956.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -645957.000000 Penalty: 2782.082275
	Iteration 47Q: 3 clusters Score -645957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -645957.625000 Penalty: 2782.082275
	Iteration 48Q: 3 clusters Score -645957.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -645959.812500 Penalty: 2782.082275
	Iteration 49Q: 3 clusters Score -645959.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -645959.312500 Penalty: 2782.082275
	Iteration 50Q: 3 clusters Score -645959.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -645960.937500 Penalty: 2782.082275
	Iteration 51Q: 3 clusters Score -645960.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -645961.125000 Penalty: 2782.082275
	Iteration 52Q: 3 clusters Score -645961.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -645962.187500 Penalty: 2782.082275
	Iteration 53Q: 3 clusters Score -645962.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -645962.500000 Penalty: 2782.082275
	Iteration 54Q: 3 clusters Score -645962.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -645964.375000 Penalty: 2782.082275
	Iteration 55Q: 3 clusters Score -645964.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -645964.125000 Penalty: 2782.082275
	Iteration 56Q: 3 clusters Score -645964.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -645964.125000 Penalty: 2782.082275
	Iteration 57Q: 3 clusters Score -645964.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -645964.125000 Penalty: 2782.082275
	Iteration 58F: 3 clusters Score -645964.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Entering Unmasked Estep 
Score: -159948.859375 Penalty: 1182.102905
	Iteration 0F: 2 clusters Score -159948.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -158243.875000 Penalty: 2364.205811
	Iteration 0F: 3 clusters Score -158243.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -159016.453125 Penalty: 2364.205811
	Iteration 1F: 3 clusters Score -159016.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -159653.687500 Penalty: 2364.205811
	Iteration 2F: 3 clusters Score -159653.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -160008.593750 Penalty: 2364.205811
	Iteration 3F: 3 clusters Score -160008.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -160177.046875 Penalty: 2364.205811
	Iteration 4F: 3 clusters Score -160177 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -160269.734375 Penalty: 2364.205811
	Iteration 5Q: 3 clusters Score -160269.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -160391.343750 Penalty: 2364.205811
	Iteration 6Q: 3 clusters Score -160391.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -160535.640625 Penalty: 2364.205811
	Iteration 7Q: 3 clusters Score -160535.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -160608.093750 Penalty: 2364.205811
	Iteration 8Q: 3 clusters Score -160608.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -160648.671875 Penalty: 2364.205811
	Iteration 9Q: 3 clusters Score -160648.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -160672.250000 Penalty: 2364.205811
	Iteration 10Q: 3 clusters Score -160672.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -160682.484375 Penalty: 2364.205811
	Iteration 11Q: 3 clusters Score -160682.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -160695.125000 Penalty: 2364.205811
	Iteration 12Q: 3 clusters Score -160695.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -160708.328125 Penalty: 2364.205811
	Iteration 13Q: 3 clusters Score -160708.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -160722.375000 Penalty: 2364.205811
	Iteration 14Q: 3 clusters Score -160722.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -160734.437500 Penalty: 2364.205811
	Iteration 15Q: 3 clusters Score -160734.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -160757.031250 Penalty: 2364.205811
	Iteration 16Q: 3 clusters Score -160757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -160789.187500 Penalty: 2364.205811
	Iteration 17Q: 3 clusters Score -160789.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -160817.312500 Penalty: 2364.205811
	Iteration 18Q: 3 clusters Score -160817.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -160854.375000 Penalty: 2364.205811
	Iteration 19Q: 3 clusters Score -160854.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -160890.515625 Penalty: 2364.205811
	Iteration 20F: 3 clusters Score -160890.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -160922.015625 Penalty: 2364.205811
	Iteration 21Q: 3 clusters Score -160922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -160956.109375 Penalty: 2364.205811
	Iteration 22Q: 3 clusters Score -160956.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -160976.656250 Penalty: 2364.205811
	Iteration 23Q: 3 clusters Score -160976.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -160996.484375 Penalty: 2364.205811
	Iteration 24Q: 3 clusters Score -160996.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -161015.250000 Penalty: 2364.205811
	Iteration 25Q: 3 clusters Score -161015.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -161022.937500 Penalty: 2364.205811
	Iteration 26Q: 3 clusters Score -161022.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -161033.125000 Penalty: 2364.205811
	Iteration 27Q: 3 clusters Score -161033.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -161042.921875 Penalty: 2364.205811
	Iteration 28Q: 3 clusters Score -161042.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -161055.937500 Penalty: 2364.205811
	Iteration 29Q: 3 clusters Score -161055.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -161078.781250 Penalty: 2364.205811
	Iteration 30Q: 3 clusters Score -161078.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -161110.765625 Penalty: 2364.205811
	Iteration 31Q: 3 clusters Score -161110.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -161145.171875 Penalty: 2364.205811
	Iteration 32Q: 3 clusters Score -161145.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -161154.171875 Penalty: 2364.205811
	Iteration 33Q: 3 clusters Score -161154.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -161164.921875 Penalty: 2364.205811
	Iteration 34Q: 3 clusters Score -161164.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -161168.703125 Penalty: 2364.205811
	Iteration 35Q: 3 clusters Score -161168.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -161173.750000 Penalty: 2364.205811
	Iteration 36Q: 3 clusters Score -161173.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -161174.484375 Penalty: 2364.205811
	Iteration 37Q: 3 clusters Score -161174.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -161174.921875 Penalty: 2364.205811
	Iteration 38Q: 3 clusters Score -161174.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -161177.500000 Penalty: 2364.205811
	Iteration 39Q: 3 clusters Score -161177.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -161180.734375 Penalty: 2364.205811
	Iteration 40F: 3 clusters Score -161180.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -161182.500000 Penalty: 2364.205811
	Iteration 41Q: 3 clusters Score -161182.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -161183.562500 Penalty: 2364.205811
	Iteration 42Q: 3 clusters Score -161183.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -161184.531250 Penalty: 2364.205811
	Iteration 43Q: 3 clusters Score -161184.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -161184.531250 Penalty: 2364.205811
	Iteration 44F: 3 clusters Score -161184.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 104655 members 
Mstep: Class 3 contains 7387 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 48181 members 
Mstep: Class 6 contains 9846 members 
Mstep: Class 7 contains 5220 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 7245 members 
Mstep: Class 10 contains 106322 members 
Mstep: Class 11 contains 9466 members 
Mstep: Class 12 contains 109399 members 
Mstep: Class 13 contains 13947 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6550 members 
Mstep: Class 16 contains 8569 members 
Mstep: Class 17 contains 23132 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 99800 members 
Mstep: Class 20 contains 13233 members 
Mstep: Class 21 contains 59066 members 
Mstep: Class 22 contains 1465 members 
Mstep: Class 23 contains 4919 members 
Mstep: Class 24 contains 9734 members 
Mstep: Class 25 contains 83821 members 
Mstep: Class 26 contains 38617 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 113006 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2883 members 
Mstep: Class 31 contains 4465 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3938 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6451 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 719 members 
Entering Unmasked Estep 
Score: -111755400.000000 Penalty: 91479.007812
Splitting cluster 8 changes total score from -111755536.000000 to -111755400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (7245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Entering Unmasked Estep 
Score: -924572.437500 Penalty: 1444.310913
	Iteration 0F: 2 clusters Score -924572.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -919130.375000 Penalty: 2888.621826
	Iteration 0F: 3 clusters Score -919130.4 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -920710.875000 Penalty: 2888.621826
	Iteration 1F: 3 clusters Score -920710.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -920906.062500 Penalty: 2888.621826
	Iteration 2F: 3 clusters Score -920906.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -921043.562500 Penalty: 2888.621826
	Iteration 3Q: 3 clusters Score -921043.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -921164.375000 Penalty: 2888.621826
	Iteration 4Q: 3 clusters Score -921164.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -921268.250000 Penalty: 2888.621826
	Iteration 5Q: 3 clusters Score -921268.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -921370.812500 Penalty: 2888.621826
	Iteration 6Q: 3 clusters Score -921370.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -921473.875000 Penalty: 2888.621826
	Iteration 7Q: 3 clusters Score -921473.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -921627.062500 Penalty: 2888.621826
	Iteration 8Q: 3 clusters Score -921627.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -921807.812500 Penalty: 2888.621826
	Iteration 9Q: 3 clusters Score -921807.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -922010.500000 Penalty: 2888.621826
	Iteration 10Q: 3 clusters Score -922010.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -922218.875000 Penalty: 2888.621826
	Iteration 11Q: 3 clusters Score -922218.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -922399.562500 Penalty: 2888.621826
	Iteration 12Q: 3 clusters Score -922399.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -922557.125000 Penalty: 2888.621826
	Iteration 13Q: 3 clusters Score -922557.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -922707.687500 Penalty: 2888.621826
	Iteration 14Q: 3 clusters Score -922707.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -922856.750000 Penalty: 2888.621826
	Iteration 15Q: 3 clusters Score -922856.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -922961.625000 Penalty: 2888.621826
	Iteration 16Q: 3 clusters Score -922961.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -923062.312500 Penalty: 2888.621826
	Iteration 17Q: 3 clusters Score -923062.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -923126.375000 Penalty: 2888.621826
	Iteration 18Q: 3 clusters Score -923126.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -923161.062500 Penalty: 2888.621826
	Iteration 19Q: 3 clusters Score -923161.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -923188.250000 Penalty: 2888.621826
	Iteration 20F: 3 clusters Score -923188.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -923213.437500 Penalty: 2888.621826
	Iteration 21Q: 3 clusters Score -923213.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -923239.062500 Penalty: 2888.621826
	Iteration 22Q: 3 clusters Score -923239.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -923249.750000 Penalty: 2888.621826
	Iteration 23Q: 3 clusters Score -923249.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -923260.687500 Penalty: 2888.621826
	Iteration 24Q: 3 clusters Score -923260.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -923270.937500 Penalty: 2888.621826
	Iteration 25Q: 3 clusters Score -923270.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -923276.812500 Penalty: 2888.621826
	Iteration 26Q: 3 clusters Score -923276.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -923284.000000 Penalty: 2888.621826
	Iteration 27Q: 3 clusters Score -923284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -923292.062500 Penalty: 2888.621826
	Iteration 28Q: 3 clusters Score -923292.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -923299.500000 Penalty: 2888.621826
	Iteration 29Q: 3 clusters Score -923299.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -923302.875000 Penalty: 2888.621826
	Iteration 30Q: 3 clusters Score -923302.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -923303.750000 Penalty: 2888.621826
	Iteration 31Q: 3 clusters Score -923303.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -923303.750000 Penalty: 2888.621826
	Iteration 32Q: 3 clusters Score -923303.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -923304.437500 Penalty: 2888.621826
	Iteration 33Q: 3 clusters Score -923304.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -923305.875000 Penalty: 2888.621826
	Iteration 34Q: 3 clusters Score -923305.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -923305.875000 Penalty: 2888.621826
	Iteration 35F: 3 clusters Score -923305.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (106322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106322 members 
Entering Unmasked Estep 
Score: -13359310.000000 Penalty: 1880.811890
	Iteration 0F: 2 clusters Score -1.335931e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53034 members 
Mstep: Class 2 contains 53288 members 
Entering Unmasked Estep 
Score: -13292086.000000 Penalty: 3761.623779
	Iteration 0F: 3 clusters Score -1.329209e+07 nChanged 51052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 55000 members 
Entering Unmasked Estep 
Score: -13321475.000000 Penalty: 3761.623779
	Iteration 1F: 3 clusters Score -1.332148e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50285 members 
Mstep: Class 2 contains 56037 members 
Entering Unmasked Estep 
Score: -13322170.000000 Penalty: 3761.623779
	Iteration 2Q: 3 clusters Score -1.332217e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 57619 members 
Entering Unmasked Estep 
Score: -13322899.000000 Penalty: 3761.623779
	Iteration 3Q: 3 clusters Score -1.33229e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46365 members 
Mstep: Class 2 contains 59957 members 
Entering Unmasked Estep 
Score: -13323871.000000 Penalty: 3761.623779
	Iteration 4Q: 3 clusters Score -1.332387e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 63500 members 
Entering Unmasked Estep 
Score: -13325783.000000 Penalty: 3761.623779
	Iteration 5Q: 3 clusters Score -1.332578e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 68516 members 
Entering Unmasked Estep 
Score: -13329485.000000 Penalty: 3761.623779
	Iteration 6F: 3 clusters Score -1.332948e+07 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 74843 members 
Entering Unmasked Estep 
Score: -13335297.000000 Penalty: 3761.623779
	Iteration 7F: 3 clusters Score -1.33353e+07 nChanged 8441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 81022 members 
Entering Unmasked Estep 
Score: -13342168.000000 Penalty: 3761.623779
	Iteration 8F: 3 clusters Score -1.334217e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 85178 members 
Entering Unmasked Estep 
Score: -13348289.000000 Penalty: 3761.623779
	Iteration 9F: 3 clusters Score -1.334829e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 86804 members 
Entering Unmasked Estep 
Score: -13351631.000000 Penalty: 3761.623779
	Iteration 10Q: 3 clusters Score -1.335163e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 87315 members 
Entering Unmasked Estep 
Score: -13352885.000000 Penalty: 3761.623779
	Iteration 11Q: 3 clusters Score -1.335288e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 87533 members 
Entering Unmasked Estep 
Score: -13353584.000000 Penalty: 3761.623779
	Iteration 12Q: 3 clusters Score -1.335358e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 87637 members 
Entering Unmasked Estep 
Score: -13354051.000000 Penalty: 3761.623779
	Iteration 13Q: 3 clusters Score -1.335405e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 87540 members 
Entering Unmasked Estep 
Score: -13354366.000000 Penalty: 3761.623779
	Iteration 14Q: 3 clusters Score -1.335437e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 87303 members 
Entering Unmasked Estep 
Score: -13354596.000000 Penalty: 3761.623779
	Iteration 15Q: 3 clusters Score -1.33546e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 86938 members 
Entering Unmasked Estep 
Score: -13354744.000000 Penalty: 3761.623779
	Iteration 16Q: 3 clusters Score -1.335474e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 86496 members 
Entering Unmasked Estep 
Score: -13354751.000000 Penalty: 3761.623779
	Iteration 17Q: 3 clusters Score -1.335475e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 85951 members 
Entering Unmasked Estep 
Score: -13354673.000000 Penalty: 3761.623779
	Iteration 18Q: 3 clusters Score -1.335467e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 85275 members 
Entering Unmasked Estep 
Score: -13354710.000000 Penalty: 3761.623779
	Iteration 19Q: 3 clusters Score -1.335471e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 84576 members 
Entering Unmasked Estep 
Score: -13354655.000000 Penalty: 3761.623779
	Iteration 20F: 3 clusters Score -1.335466e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 83800 members 
Entering Unmasked Estep 
Score: -13354541.000000 Penalty: 3761.623779
	Iteration 21Q: 3 clusters Score -1.335454e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 82984 members 
Entering Unmasked Estep 
Score: -13354517.000000 Penalty: 3761.623779
	Iteration 22Q: 3 clusters Score -1.335452e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 82081 members 
Entering Unmasked Estep 
Score: -13354457.000000 Penalty: 3761.623779
	Iteration 23Q: 3 clusters Score -1.335446e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 81164 members 
Entering Unmasked Estep 
Score: -13354405.000000 Penalty: 3761.623779
	Iteration 24Q: 3 clusters Score -1.33544e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 80179 members 
Entering Unmasked Estep 
Score: -13354362.000000 Penalty: 3761.623779
	Iteration 25Q: 3 clusters Score -1.335436e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 79197 members 
Entering Unmasked Estep 
Score: -13354313.000000 Penalty: 3761.623779
	Iteration 26Q: 3 clusters Score -1.335431e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 78090 members 
Entering Unmasked Estep 
Score: -13354238.000000 Penalty: 3761.623779
	Iteration 27Q: 3 clusters Score -1.335424e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 76941 members 
Entering Unmasked Estep 
Score: -13354109.000000 Penalty: 3761.623779
	Iteration 28Q: 3 clusters Score -1.335411e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 75735 members 
Entering Unmasked Estep 
Score: -13354004.000000 Penalty: 3761.623779
	Iteration 29Q: 3 clusters Score -1.3354e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 74448 members 
Entering Unmasked Estep 
Score: -13353982.000000 Penalty: 3761.623779
	Iteration 30Q: 3 clusters Score -1.335398e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 73147 members 
Entering Unmasked Estep 
Score: -13353987.000000 Penalty: 3761.623779
	Iteration 31Q: 3 clusters Score -1.335399e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 71760 members 
Entering Unmasked Estep 
Score: -13354010.000000 Penalty: 3761.623779
	Iteration 32Q: 3 clusters Score -1.335401e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 70449 members 
Entering Unmasked Estep 
Score: -13353932.000000 Penalty: 3761.623779
	Iteration 33Q: 3 clusters Score -1.335393e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 69098 members 
Entering Unmasked Estep 
Score: -13354008.000000 Penalty: 3761.623779
	Iteration 34Q: 3 clusters Score -1.335401e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 67764 members 
Entering Unmasked Estep 
Score: -13353991.000000 Penalty: 3761.623779
	Iteration 35Q: 3 clusters Score -1.335399e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 66385 members 
Entering Unmasked Estep 
Score: -13353951.000000 Penalty: 3761.623779
	Iteration 36Q: 3 clusters Score -1.335395e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 64994 members 
Entering Unmasked Estep 
Score: -13353959.000000 Penalty: 3761.623779
	Iteration 37Q: 3 clusters Score -1.335396e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 63591 members 
Entering Unmasked Estep 
Score: -13354007.000000 Penalty: 3761.623779
	Iteration 38Q: 3 clusters Score -1.335401e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 62208 members 
Entering Unmasked Estep 
Score: -13354127.000000 Penalty: 3761.623779
	Iteration 39Q: 3 clusters Score -1.335413e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 60861 members 
Entering Unmasked Estep 
Score: -13354172.000000 Penalty: 3761.623779
	Iteration 40F: 3 clusters Score -1.335417e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46803 members 
Mstep: Class 2 contains 59519 members 
Entering Unmasked Estep 
Score: -13354187.000000 Penalty: 3761.623779
	Iteration 41Q: 3 clusters Score -1.335419e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 58233 members 
Entering Unmasked Estep 
Score: -13354311.000000 Penalty: 3761.623779
	Iteration 42Q: 3 clusters Score -1.335431e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49358 members 
Mstep: Class 2 contains 56964 members 
Entering Unmasked Estep 
Score: -13354435.000000 Penalty: 3761.623779
	Iteration 43Q: 3 clusters Score -1.335444e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50627 members 
Mstep: Class 2 contains 55695 members 
Entering Unmasked Estep 
Score: -13354483.000000 Penalty: 3761.623779
	Iteration 44Q: 3 clusters Score -1.335448e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51849 members 
Mstep: Class 2 contains 54473 members 
Entering Unmasked Estep 
Score: -13354545.000000 Penalty: 3761.623779
	Iteration 45Q: 3 clusters Score -1.335454e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53017 members 
Mstep: Class 2 contains 53305 members 
Entering Unmasked Estep 
Score: -13354611.000000 Penalty: 3761.623779
	Iteration 46Q: 3 clusters Score -1.335461e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 52218 members 
Entering Unmasked Estep 
Score: -13354641.000000 Penalty: 3761.623779
	Iteration 47Q: 3 clusters Score -1.335464e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 51168 members 
Entering Unmasked Estep 
Score: -13354730.000000 Penalty: 3761.623779
	Iteration 48Q: 3 clusters Score -1.335473e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56094 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
Score: -13354786.000000 Penalty: 3761.623779
	Iteration 49Q: 3 clusters Score -1.335479e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56872 members 
Mstep: Class 2 contains 49450 members 
Entering Unmasked Estep 
Score: -13354896.000000 Penalty: 3761.623779
	Iteration 50Q: 3 clusters Score -1.33549e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57491 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -13354882.000000 Penalty: 3761.623779
	Iteration 51Q: 3 clusters Score -1.335488e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58051 members 
Mstep: Class 2 contains 48271 members 
Entering Unmasked Estep 
Score: -13354886.000000 Penalty: 3761.623779
	Iteration 52Q: 3 clusters Score -1.335489e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58599 members 
Mstep: Class 2 contains 47723 members 
Entering Unmasked Estep 
Score: -13354912.000000 Penalty: 3761.623779
	Iteration 53Q: 3 clusters Score -1.335491e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59058 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -13354951.000000 Penalty: 3761.623779
	Iteration 54Q: 3 clusters Score -1.335495e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59502 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
Score: -13354950.000000 Penalty: 3761.623779
	Iteration 55Q: 3 clusters Score -1.335495e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59898 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -13354921.000000 Penalty: 3761.623779
	Iteration 56Q: 3 clusters Score -1.335492e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60247 members 
Mstep: Class 2 contains 46075 members 
Entering Unmasked Estep 
Score: -13354901.000000 Penalty: 3761.623779
	Iteration 57Q: 3 clusters Score -1.33549e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60520 members 
Mstep: Class 2 contains 45802 members 
Entering Unmasked Estep 
Score: -13354931.000000 Penalty: 3761.623779
	Iteration 58Q: 3 clusters Score -1.335493e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60725 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -13354867.000000 Penalty: 3761.623779
	Iteration 59Q: 3 clusters Score -1.335487e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60909 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -13354855.000000 Penalty: 3761.623779
	Iteration 60F: 3 clusters Score -1.335486e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61077 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -13354846.000000 Penalty: 3761.623779
	Iteration 61Q: 3 clusters Score -1.335485e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61223 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -13354887.000000 Penalty: 3761.623779
	Iteration 62Q: 3 clusters Score -1.335489e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61354 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -13354895.000000 Penalty: 3761.623779
	Iteration 63Q: 3 clusters Score -1.33549e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61461 members 
Mstep: Class 2 contains 44861 members 
Entering Unmasked Estep 
Score: -13354886.000000 Penalty: 3761.623779
	Iteration 64Q: 3 clusters Score -1.335489e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61578 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -13354861.000000 Penalty: 3761.623779
	Iteration 65Q: 3 clusters Score -1.335486e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61665 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -13354835.000000 Penalty: 3761.623779
	Iteration 66Q: 3 clusters Score -1.335484e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61751 members 
Mstep: Class 2 contains 44571 members 
Entering Unmasked Estep 
Score: -13354846.000000 Penalty: 3761.623779
	Iteration 67Q: 3 clusters Score -1.335485e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61849 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -13354844.000000 Penalty: 3761.623779
	Iteration 68Q: 3 clusters Score -1.335484e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61932 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -13354827.000000 Penalty: 3761.623779
	Iteration 69Q: 3 clusters Score -1.335483e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62019 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -13354864.000000 Penalty: 3761.623779
	Iteration 70Q: 3 clusters Score -1.335486e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62108 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -13354885.000000 Penalty: 3761.623779
	Iteration 71Q: 3 clusters Score -1.335488e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62224 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -13354882.000000 Penalty: 3761.623779
	Iteration 72Q: 3 clusters Score -1.335488e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62330 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -13354864.000000 Penalty: 3761.623779
	Iteration 73Q: 3 clusters Score -1.335486e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62439 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -13354838.000000 Penalty: 3761.623779
	Iteration 74Q: 3 clusters Score -1.335484e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62551 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -13354851.000000 Penalty: 3761.623779
	Iteration 75Q: 3 clusters Score -1.335485e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62667 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -13354852.000000 Penalty: 3761.623779
	Iteration 76Q: 3 clusters Score -1.335485e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62793 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -13354844.000000 Penalty: 3761.623779
	Iteration 77Q: 3 clusters Score -1.335484e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62920 members 
Mstep: Class 2 contains 43402 members 
Entering Unmasked Estep 
Score: -13354833.000000 Penalty: 3761.623779
	Iteration 78Q: 3 clusters Score -1.335483e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63075 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -13354838.000000 Penalty: 3761.623779
	Iteration 79Q: 3 clusters Score -1.335484e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63236 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -13354812.000000 Penalty: 3761.623779
	Iteration 80F: 3 clusters Score -1.335481e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63422 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -13354820.000000 Penalty: 3761.623779
	Iteration 81Q: 3 clusters Score -1.335482e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63636 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -13354827.000000 Penalty: 3761.623779
	Iteration 82Q: 3 clusters Score -1.335483e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63854 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -13354867.000000 Penalty: 3761.623779
	Iteration 83Q: 3 clusters Score -1.335487e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64089 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -13354897.000000 Penalty: 3761.623779
	Iteration 84Q: 3 clusters Score -1.33549e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64361 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -13354890.000000 Penalty: 3761.623779
	Iteration 85Q: 3 clusters Score -1.335489e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64662 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -13354915.000000 Penalty: 3761.623779
	Iteration 86Q: 3 clusters Score -1.335492e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64976 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -13354935.000000 Penalty: 3761.623779
	Iteration 87Q: 3 clusters Score -1.335494e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65308 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -13354911.000000 Penalty: 3761.623779
	Iteration 88Q: 3 clusters Score -1.335491e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65625 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -13354900.000000 Penalty: 3761.623779
	Iteration 89Q: 3 clusters Score -1.33549e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65953 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -13354898.000000 Penalty: 3761.623779
	Iteration 90Q: 3 clusters Score -1.33549e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66284 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -13354947.000000 Penalty: 3761.623779
	Iteration 91Q: 3 clusters Score -1.335495e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66665 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -13354953.000000 Penalty: 3761.623779
	Iteration 92Q: 3 clusters Score -1.335495e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67057 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -13354942.000000 Penalty: 3761.623779
	Iteration 93Q: 3 clusters Score -1.335494e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67477 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -13354948.000000 Penalty: 3761.623779
	Iteration 94Q: 3 clusters Score -1.335495e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67864 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -13354939.000000 Penalty: 3761.623779
	Iteration 95Q: 3 clusters Score -1.335494e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68278 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -13354941.000000 Penalty: 3761.623779
	Iteration 96Q: 3 clusters Score -1.335494e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68703 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -13355001.000000 Penalty: 3761.623779
	Iteration 97Q: 3 clusters Score -1.3355e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69109 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -13354995.000000 Penalty: 3761.623779
	Iteration 98Q: 3 clusters Score -1.3355e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69554 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -13354964.000000 Penalty: 3761.623779
	Iteration 99Q: 3 clusters Score -1.335496e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69981 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -13354939.000000 Penalty: 3761.623779
	Iteration 100F: 3 clusters Score -1.335494e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70390 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -13354959.000000 Penalty: 3761.623779
	Iteration 101Q: 3 clusters Score -1.335496e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70839 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -13354999.000000 Penalty: 3761.623779
	Iteration 102Q: 3 clusters Score -1.3355e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71268 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -13355012.000000 Penalty: 3761.623779
	Iteration 103Q: 3 clusters Score -1.335501e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71701 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -13355002.000000 Penalty: 3761.623779
	Iteration 104Q: 3 clusters Score -1.3355e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72197 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
Score: -13355044.000000 Penalty: 3761.623779
	Iteration 105Q: 3 clusters Score -1.335504e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72768 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -13355037.000000 Penalty: 3761.623779
	Iteration 106Q: 3 clusters Score -1.335504e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73399 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -13355101.000000 Penalty: 3761.623779
	Iteration 107Q: 3 clusters Score -1.33551e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74081 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -13355120.000000 Penalty: 3761.623779
	Iteration 108Q: 3 clusters Score -1.335512e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74817 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -13355158.000000 Penalty: 3761.623779
	Iteration 109Q: 3 clusters Score -1.335516e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75568 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -13355200.000000 Penalty: 3761.623779
	Iteration 110Q: 3 clusters Score -1.33552e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76357 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -13355219.000000 Penalty: 3761.623779
	Iteration 111Q: 3 clusters Score -1.335522e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77151 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -13355253.000000 Penalty: 3761.623779
	Iteration 112Q: 3 clusters Score -1.335525e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78002 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -13355282.000000 Penalty: 3761.623779
	Iteration 113Q: 3 clusters Score -1.335528e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78842 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -13355288.000000 Penalty: 3761.623779
	Iteration 114Q: 3 clusters Score -1.335529e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79735 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -13355340.000000 Penalty: 3761.623779
	Iteration 115Q: 3 clusters Score -1.335534e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80687 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -13355404.000000 Penalty: 3761.623779
	Iteration 116Q: 3 clusters Score -1.33554e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81673 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -13355480.000000 Penalty: 3761.623779
	Iteration 117Q: 3 clusters Score -1.335548e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82757 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -13355563.000000 Penalty: 3761.623779
	Iteration 118Q: 3 clusters Score -1.335556e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83878 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -13355678.000000 Penalty: 3761.623779
	Iteration 119Q: 3 clusters Score -1.335568e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85114 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -13355768.000000 Penalty: 3761.623779
	Iteration 120F: 3 clusters Score -1.335577e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86376 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -13355950.000000 Penalty: 3761.623779
	Iteration 121Q: 3 clusters Score -1.335595e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87650 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -13356101.000000 Penalty: 3761.623779
	Iteration 122Q: 3 clusters Score -1.33561e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88988 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -13356347.000000 Penalty: 3761.623779
	Iteration 123Q: 3 clusters Score -1.335635e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90454 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -13356873.000000 Penalty: 3761.623779
	Iteration 124Q: 3 clusters Score -1.335687e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91769 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -13357437.000000 Penalty: 3761.623779
	Iteration 125Q: 3 clusters Score -1.335744e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92858 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -13357832.000000 Penalty: 3761.623779
	Iteration 126Q: 3 clusters Score -1.335783e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93753 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -13358166.000000 Penalty: 3761.623779
	Iteration 127Q: 3 clusters Score -1.335817e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94533 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -13358438.000000 Penalty: 3761.623779
	Iteration 128Q: 3 clusters Score -1.335844e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95289 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -13358616.000000 Penalty: 3761.623779
	Iteration 129Q: 3 clusters Score -1.335862e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95975 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -13358829.000000 Penalty: 3761.623779
	Iteration 130Q: 3 clusters Score -1.335883e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96632 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -13359038.000000 Penalty: 3761.623779
	Iteration 131Q: 3 clusters Score -1.335904e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97193 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -13359141.000000 Penalty: 3761.623779
	Iteration 132Q: 3 clusters Score -1.335914e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97695 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -13359269.000000 Penalty: 3761.623779
	Iteration 133Q: 3 clusters Score -1.335927e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98157 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -13359322.000000 Penalty: 3761.623779
	Iteration 134Q: 3 clusters Score -1.335932e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98584 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -13359354.000000 Penalty: 3761.623779
	Iteration 135Q: 3 clusters Score -1.335935e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98978 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -13359384.000000 Penalty: 3761.623779
	Iteration 136Q: 3 clusters Score -1.335938e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99332 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -13359427.000000 Penalty: 3761.623779
	Iteration 137Q: 3 clusters Score -1.335943e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99665 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -13359422.000000 Penalty: 3761.623779
	Iteration 138Q: 3 clusters Score -1.335942e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99968 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -13359427.000000 Penalty: 3761.623779
	Iteration 139Q: 3 clusters Score -1.335943e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100231 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -13359398.000000 Penalty: 3761.623779
	Iteration 140F: 3 clusters Score -1.33594e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100458 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -13359376.000000 Penalty: 3761.623779
	Iteration 141Q: 3 clusters Score -1.335938e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100671 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -13359378.000000 Penalty: 3761.623779
	Iteration 142Q: 3 clusters Score -1.335938e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100892 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -13359400.000000 Penalty: 3761.623779
	Iteration 143Q: 3 clusters Score -1.33594e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101096 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -13359391.000000 Penalty: 3761.623779
	Iteration 144Q: 3 clusters Score -1.335939e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101291 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -13359389.000000 Penalty: 3761.623779
	Iteration 145Q: 3 clusters Score -1.335939e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101462 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -13359356.000000 Penalty: 3761.623779
	Iteration 146Q: 3 clusters Score -1.335936e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101609 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -13359365.000000 Penalty: 3761.623779
	Iteration 147Q: 3 clusters Score -1.335936e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101741 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -13359348.000000 Penalty: 3761.623779
	Iteration 148Q: 3 clusters Score -1.335935e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101856 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -13359331.000000 Penalty: 3761.623779
	Iteration 149Q: 3 clusters Score -1.335933e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101942 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -13359329.000000 Penalty: 3761.623779
	Iteration 150Q: 3 clusters Score -1.335933e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102032 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -13359309.000000 Penalty: 3761.623779
	Iteration 151Q: 3 clusters Score -1.335931e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102125 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -13359332.000000 Penalty: 3761.623779
	Iteration 152Q: 3 clusters Score -1.335933e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102212 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -13359295.000000 Penalty: 3761.623779
	Iteration 153Q: 3 clusters Score -1.33593e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102275 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -13359301.000000 Penalty: 3761.623779
	Iteration 154Q: 3 clusters Score -1.33593e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102347 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -13359275.000000 Penalty: 3761.623779
	Iteration 155Q: 3 clusters Score -1.335928e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102412 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -13359277.000000 Penalty: 3761.623779
	Iteration 156Q: 3 clusters Score -1.335928e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102483 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -13359252.000000 Penalty: 3761.623779
	Iteration 157Q: 3 clusters Score -1.335925e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102559 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -13359221.000000 Penalty: 3761.623779
	Iteration 158Q: 3 clusters Score -1.335922e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102621 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -13359212.000000 Penalty: 3761.623779
	Iteration 159Q: 3 clusters Score -1.335921e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102685 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -13359200.000000 Penalty: 3761.623779
	Iteration 160F: 3 clusters Score -1.33592e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102745 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -13359179.000000 Penalty: 3761.623779
	Iteration 161Q: 3 clusters Score -1.335918e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102789 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -13359163.000000 Penalty: 3761.623779
	Iteration 162Q: 3 clusters Score -1.335916e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102835 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -13359143.000000 Penalty: 3761.623779
	Iteration 163Q: 3 clusters Score -1.335914e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102869 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -13359150.000000 Penalty: 3761.623779
	Iteration 164Q: 3 clusters Score -1.335915e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102918 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -13359134.000000 Penalty: 3761.623779
	Iteration 165Q: 3 clusters Score -1.335913e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102960 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -13359124.000000 Penalty: 3761.623779
	Iteration 166Q: 3 clusters Score -1.335912e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102994 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -13359106.000000 Penalty: 3761.623779
	Iteration 167Q: 3 clusters Score -1.335911e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103025 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -13359090.000000 Penalty: 3761.623779
	Iteration 168Q: 3 clusters Score -1.335909e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103051 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -13359074.000000 Penalty: 3761.623779
	Iteration 169Q: 3 clusters Score -1.335907e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103077 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -13359075.000000 Penalty: 3761.623779
	Iteration 170Q: 3 clusters Score -1.335908e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103102 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -13359061.000000 Penalty: 3761.623779
	Iteration 171Q: 3 clusters Score -1.335906e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103120 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -13359053.000000 Penalty: 3761.623779
	Iteration 172Q: 3 clusters Score -1.335905e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103139 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -13359055.000000 Penalty: 3761.623779
	Iteration 173Q: 3 clusters Score -1.335906e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103160 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -13359066.000000 Penalty: 3761.623779
	Iteration 174Q: 3 clusters Score -1.335907e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103174 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -13359052.000000 Penalty: 3761.623779
	Iteration 175Q: 3 clusters Score -1.335905e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103195 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -13359033.000000 Penalty: 3761.623779
	Iteration 176Q: 3 clusters Score -1.335903e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103218 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -13359047.000000 Penalty: 3761.623779
	Iteration 177Q: 3 clusters Score -1.335905e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103242 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -13359046.000000 Penalty: 3761.623779
	Iteration 178Q: 3 clusters Score -1.335905e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103262 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -13359041.000000 Penalty: 3761.623779
	Iteration 179Q: 3 clusters Score -1.335904e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103275 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -13359041.000000 Penalty: 3761.623779
	Iteration 180F: 3 clusters Score -1.335904e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103297 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -13359035.000000 Penalty: 3761.623779
	Iteration 181Q: 3 clusters Score -1.335904e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103324 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -13359013.000000 Penalty: 3761.623779
	Iteration 182Q: 3 clusters Score -1.335901e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103352 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -13359024.000000 Penalty: 3761.623779
	Iteration 183Q: 3 clusters Score -1.335902e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103378 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -13359014.000000 Penalty: 3761.623779
	Iteration 184Q: 3 clusters Score -1.335901e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103400 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -13358995.000000 Penalty: 3761.623779
	Iteration 185Q: 3 clusters Score -1.3359e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103421 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -13358992.000000 Penalty: 3761.623779
	Iteration 186Q: 3 clusters Score -1.335899e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103440 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -13359000.000000 Penalty: 3761.623779
	Iteration 187Q: 3 clusters Score -1.3359e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103459 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -13358985.000000 Penalty: 3761.623779
	Iteration 188Q: 3 clusters Score -1.335898e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103479 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -13358976.000000 Penalty: 3761.623779
	Iteration 189Q: 3 clusters Score -1.335898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103484 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -13358981.000000 Penalty: 3761.623779
	Iteration 190Q: 3 clusters Score -1.335898e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103494 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -13358971.000000 Penalty: 3761.623779
	Iteration 191Q: 3 clusters Score -1.335897e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103505 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -13358971.000000 Penalty: 3761.623779
	Iteration 192Q: 3 clusters Score -1.335897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103514 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -13358974.000000 Penalty: 3761.623779
	Iteration 193Q: 3 clusters Score -1.335897e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103522 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -13358968.000000 Penalty: 3761.623779
	Iteration 194Q: 3 clusters Score -1.335897e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103534 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -13358975.000000 Penalty: 3761.623779
	Iteration 195Q: 3 clusters Score -1.335898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103541 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -13358975.000000 Penalty: 3761.623779
	Iteration 196Q: 3 clusters Score -1.335898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103549 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -13358980.000000 Penalty: 3761.623779
	Iteration 197Q: 3 clusters Score -1.335898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103552 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -13358966.000000 Penalty: 3761.623779
	Iteration 198Q: 3 clusters Score -1.335897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103557 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -13358965.000000 Penalty: 3761.623779
	Iteration 199Q: 3 clusters Score -1.335896e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103561 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -13358962.000000 Penalty: 3761.623779
	Iteration 200F: 3 clusters Score -1.335896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103566 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -13358960.000000 Penalty: 3761.623779
	Iteration 201Q: 3 clusters Score -1.335896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103569 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -13358970.000000 Penalty: 3761.623779
	Iteration 202Q: 3 clusters Score -1.335897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103573 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -13358973.000000 Penalty: 3761.623779
	Iteration 203Q: 3 clusters Score -1.335897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103576 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -13358964.000000 Penalty: 3761.623779
	Iteration 204Q: 3 clusters Score -1.335896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103581 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -13358959.000000 Penalty: 3761.623779
	Iteration 205Q: 3 clusters Score -1.335896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103585 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -13358963.000000 Penalty: 3761.623779
	Iteration 206Q: 3 clusters Score -1.335896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103586 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -13358956.000000 Penalty: 3761.623779
	Iteration 207Q: 3 clusters Score -1.335896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103589 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -13358960.000000 Penalty: 3761.623779
	Iteration 208Q: 3 clusters Score -1.335896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103590 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -13358958.000000 Penalty: 3761.623779
	Iteration 209Q: 3 clusters Score -1.335896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103590 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -13358958.000000 Penalty: 3761.623779
	Iteration 210F: 3 clusters Score -1.335896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Entering Unmasked Estep 
Score: -1181248.875000 Penalty: 1487.762451
	Iteration 0F: 2 clusters Score -1181249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1174501.875000 Penalty: 2975.524902
	Iteration 0F: 3 clusters Score -1174502 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1176810.875000 Penalty: 2975.524902
	Iteration 1F: 3 clusters Score -1176811 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1177272.500000 Penalty: 2975.524902
	Iteration 2F: 3 clusters Score -1177272 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1177666.750000 Penalty: 2975.524902
	Iteration 3F: 3 clusters Score -1177667 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1178029.750000 Penalty: 2975.524902
	Iteration 4F: 3 clusters Score -1178030 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1178433.875000 Penalty: 2975.524902
	Iteration 5F: 3 clusters Score -1178434 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1178890.750000 Penalty: 2975.524902
	Iteration 6F: 3 clusters Score -1178891 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1179304.000000 Penalty: 2975.524902
	Iteration 7F: 3 clusters Score -1179304 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1179648.625000 Penalty: 2975.524902
	Iteration 8F: 3 clusters Score -1179649 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1179887.750000 Penalty: 2975.524902
	Iteration 9Q: 3 clusters Score -1179888 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1180035.750000 Penalty: 2975.524902
	Iteration 10Q: 3 clusters Score -1180036 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1180123.500000 Penalty: 2975.524902
	Iteration 11Q: 3 clusters Score -1180124 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1180170.625000 Penalty: 2975.524902
	Iteration 12Q: 3 clusters Score -1180171 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1180211.500000 Penalty: 2975.524902
	Iteration 13Q: 3 clusters Score -1180212 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1180242.125000 Penalty: 2975.524902
	Iteration 14Q: 3 clusters Score -1180242 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1180271.125000 Penalty: 2975.524902
	Iteration 15Q: 3 clusters Score -1180271 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1180296.250000 Penalty: 2975.524902
	Iteration 16Q: 3 clusters Score -1180296 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1180309.875000 Penalty: 2975.524902
	Iteration 17Q: 3 clusters Score -1180310 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1180323.000000 Penalty: 2975.524902
	Iteration 18Q: 3 clusters Score -1180323 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1180336.625000 Penalty: 2975.524902
	Iteration 19Q: 3 clusters Score -1180337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1180341.750000 Penalty: 2975.524902
	Iteration 20F: 3 clusters Score -1180342 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1180355.375000 Penalty: 2975.524902
	Iteration 21Q: 3 clusters Score -1180355 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1180362.750000 Penalty: 2975.524902
	Iteration 22Q: 3 clusters Score -1180363 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1180377.875000 Penalty: 2975.524902
	Iteration 23Q: 3 clusters Score -1180378 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1180403.250000 Penalty: 2975.524902
	Iteration 24Q: 3 clusters Score -1180403 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1180420.500000 Penalty: 2975.524902
	Iteration 25Q: 3 clusters Score -1180420 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1180439.250000 Penalty: 2975.524902
	Iteration 26Q: 3 clusters Score -1180439 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1180459.000000 Penalty: 2975.524902
	Iteration 27Q: 3 clusters Score -1180459 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1180469.250000 Penalty: 2975.524902
	Iteration 28Q: 3 clusters Score -1180469 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1180479.250000 Penalty: 2975.524902
	Iteration 29Q: 3 clusters Score -1180479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1180481.625000 Penalty: 2975.524902
	Iteration 30Q: 3 clusters Score -1180482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1180491.875000 Penalty: 2975.524902
	Iteration 31Q: 3 clusters Score -1180492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1180500.750000 Penalty: 2975.524902
	Iteration 32Q: 3 clusters Score -1180501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1180506.500000 Penalty: 2975.524902
	Iteration 33Q: 3 clusters Score -1180506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1180514.625000 Penalty: 2975.524902
	Iteration 34Q: 3 clusters Score -1180515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1180515.875000 Penalty: 2975.524902
	Iteration 35Q: 3 clusters Score -1180516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1180521.625000 Penalty: 2975.524902
	Iteration 36Q: 3 clusters Score -1180522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1180527.750000 Penalty: 2975.524902
	Iteration 37Q: 3 clusters Score -1180528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1180526.625000 Penalty: 2975.524902
	Iteration 38Q: 3 clusters Score -1180527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1180527.750000 Penalty: 2975.524902
	Iteration 39Q: 3 clusters Score -1180528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1180530.125000 Penalty: 2975.524902
	Iteration 40F: 3 clusters Score -1180530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1180533.000000 Penalty: 2975.524902
	Iteration 41Q: 3 clusters Score -1180533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1180533.000000 Penalty: 2975.524902
	Iteration 42Q: 3 clusters Score -1180533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1180530.875000 Penalty: 2975.524902
	Iteration 43Q: 3 clusters Score -1180531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1180530.875000 Penalty: 2975.524902
	Iteration 44F: 3 clusters Score -1180531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (109399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109399 members 
Entering Unmasked Estep 
Score: -13744740.000000 Penalty: 1885.448120
	Iteration 0F: 2 clusters Score -1.374474e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54870 members 
Mstep: Class 2 contains 54529 members 
Entering Unmasked Estep 
Score: -13675541.000000 Penalty: 3770.896240
	Iteration 0F: 3 clusters Score -1.367554e+07 nChanged 52670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56556 members 
Mstep: Class 2 contains 52843 members 
Entering Unmasked Estep 
Score: -13706634.000000 Penalty: 3770.896240
	Iteration 1F: 3 clusters Score -1.370663e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57439 members 
Mstep: Class 2 contains 51960 members 
Entering Unmasked Estep 
Score: -13707450.000000 Penalty: 3770.896240
	Iteration 2Q: 3 clusters Score -1.370745e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58793 members 
Mstep: Class 2 contains 50606 members 
Entering Unmasked Estep 
Score: -13708696.000000 Penalty: 3770.896240
	Iteration 3Q: 3 clusters Score -1.37087e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60754 members 
Mstep: Class 2 contains 48645 members 
Entering Unmasked Estep 
Score: -13711085.000000 Penalty: 3770.896240
	Iteration 4Q: 3 clusters Score -1.371108e+07 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63369 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -13715553.000000 Penalty: 3770.896240
	Iteration 5F: 3 clusters Score -1.371555e+07 nChanged 8864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66495 members 
Mstep: Class 2 contains 42904 members 
Entering Unmasked Estep 
Score: -13722897.000000 Penalty: 3770.896240
	Iteration 6F: 3 clusters Score -1.37229e+07 nChanged 9485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68668 members 
Mstep: Class 2 contains 40731 members 
Entering Unmasked Estep 
Score: -13731102.000000 Penalty: 3770.896240
	Iteration 7F: 3 clusters Score -1.37311e+07 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68677 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -13735924.000000 Penalty: 3770.896240
	Iteration 8F: 3 clusters Score -1.373592e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67453 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -13737168.000000 Penalty: 3770.896240
	Iteration 9Q: 3 clusters Score -1.373717e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65831 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -13737641.000000 Penalty: 3770.896240
	Iteration 10Q: 3 clusters Score -1.373764e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63973 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -13738131.000000 Penalty: 3770.896240
	Iteration 11Q: 3 clusters Score -1.373813e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62104 members 
Mstep: Class 2 contains 47295 members 
Entering Unmasked Estep 
Score: -13738352.000000 Penalty: 3770.896240
	Iteration 12Q: 3 clusters Score -1.373835e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60095 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -13738644.000000 Penalty: 3770.896240
	Iteration 13Q: 3 clusters Score -1.373864e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57869 members 
Mstep: Class 2 contains 51530 members 
Entering Unmasked Estep 
Score: -13738835.000000 Penalty: 3770.896240
	Iteration 14Q: 3 clusters Score -1.373884e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55498 members 
Mstep: Class 2 contains 53901 members 
Entering Unmasked Estep 
Score: -13739051.000000 Penalty: 3770.896240
	Iteration 15Q: 3 clusters Score -1.373905e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53081 members 
Mstep: Class 2 contains 56318 members 
Entering Unmasked Estep 
Score: -13739303.000000 Penalty: 3770.896240
	Iteration 16Q: 3 clusters Score -1.37393e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 58694 members 
Entering Unmasked Estep 
Score: -13739476.000000 Penalty: 3770.896240
	Iteration 17Q: 3 clusters Score -1.373948e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48391 members 
Mstep: Class 2 contains 61008 members 
Entering Unmasked Estep 
Score: -13739534.000000 Penalty: 3770.896240
	Iteration 18Q: 3 clusters Score -1.373953e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 63076 members 
Entering Unmasked Estep 
Score: -13739502.000000 Penalty: 3770.896240
	Iteration 19Q: 3 clusters Score -1.37395e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 64973 members 
Entering Unmasked Estep 
Score: -13739412.000000 Penalty: 3770.896240
	Iteration 20F: 3 clusters Score -1.373941e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 66715 members 
Entering Unmasked Estep 
Score: -13739283.000000 Penalty: 3770.896240
	Iteration 21Q: 3 clusters Score -1.373928e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 68556 members 
Entering Unmasked Estep 
Score: -13739245.000000 Penalty: 3770.896240
	Iteration 22Q: 3 clusters Score -1.373924e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38948 members 
Mstep: Class 2 contains 70451 members 
Entering Unmasked Estep 
Score: -13739132.000000 Penalty: 3770.896240
	Iteration 23Q: 3 clusters Score -1.373913e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 72379 members 
Entering Unmasked Estep 
Score: -13739009.000000 Penalty: 3770.896240
	Iteration 24Q: 3 clusters Score -1.373901e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 74344 members 
Entering Unmasked Estep 
Score: -13739022.000000 Penalty: 3770.896240
	Iteration 25Q: 3 clusters Score -1.373902e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 76441 members 
Entering Unmasked Estep 
Score: -13739021.000000 Penalty: 3770.896240
	Iteration 26Q: 3 clusters Score -1.373902e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 78440 members 
Entering Unmasked Estep 
Score: -13739065.000000 Penalty: 3770.896240
	Iteration 27Q: 3 clusters Score -1.373906e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 80467 members 
Entering Unmasked Estep 
Score: -13739088.000000 Penalty: 3770.896240
	Iteration 28Q: 3 clusters Score -1.373909e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 82465 members 
Entering Unmasked Estep 
Score: -13739125.000000 Penalty: 3770.896240
	Iteration 29Q: 3 clusters Score -1.373912e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 84501 members 
Entering Unmasked Estep 
Score: -13739163.000000 Penalty: 3770.896240
	Iteration 30Q: 3 clusters Score -1.373916e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 86624 members 
Entering Unmasked Estep 
Score: -13739341.000000 Penalty: 3770.896240
	Iteration 31Q: 3 clusters Score -1.373934e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 88786 members 
Entering Unmasked Estep 
Score: -13739565.000000 Penalty: 3770.896240
	Iteration 32Q: 3 clusters Score -1.373956e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 91039 members 
Entering Unmasked Estep 
Score: -13740452.000000 Penalty: 3770.896240
	Iteration 33Q: 3 clusters Score -1.374045e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 93086 members 
Entering Unmasked Estep 
Score: -13741523.000000 Penalty: 3770.896240
	Iteration 34Q: 3 clusters Score -1.374152e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 94775 members 
Entering Unmasked Estep 
Score: -13742332.000000 Penalty: 3770.896240
	Iteration 35Q: 3 clusters Score -1.374233e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 96229 members 
Entering Unmasked Estep 
Score: -13742972.000000 Penalty: 3770.896240
	Iteration 36Q: 3 clusters Score -1.374297e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 97476 members 
Entering Unmasked Estep 
Score: -13743445.000000 Penalty: 3770.896240
	Iteration 37Q: 3 clusters Score -1.374344e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 98528 members 
Entering Unmasked Estep 
Score: -13743823.000000 Penalty: 3770.896240
	Iteration 38Q: 3 clusters Score -1.374382e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 99409 members 
Entering Unmasked Estep 
Score: -13744055.000000 Penalty: 3770.896240
	Iteration 39Q: 3 clusters Score -1.374406e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 100209 members 
Entering Unmasked Estep 
Score: -13744200.000000 Penalty: 3770.896240
	Iteration 40F: 3 clusters Score -1.37442e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 100913 members 
Entering Unmasked Estep 
Score: -13744297.000000 Penalty: 3770.896240
	Iteration 41Q: 3 clusters Score -1.37443e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 101539 members 
Entering Unmasked Estep 
Score: -13744327.000000 Penalty: 3770.896240
	Iteration 42Q: 3 clusters Score -1.374433e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 102068 members 
Entering Unmasked Estep 
Score: -13744346.000000 Penalty: 3770.896240
	Iteration 43Q: 3 clusters Score -1.374435e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 102543 members 
Entering Unmasked Estep 
Score: -13744401.000000 Penalty: 3770.896240
	Iteration 44Q: 3 clusters Score -1.37444e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 102933 members 
Entering Unmasked Estep 
Score: -13744435.000000 Penalty: 3770.896240
	Iteration 45Q: 3 clusters Score -1.374444e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 103277 members 
Entering Unmasked Estep 
Score: -13744436.000000 Penalty: 3770.896240
	Iteration 46Q: 3 clusters Score -1.374444e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 103557 members 
Entering Unmasked Estep 
Score: -13744397.000000 Penalty: 3770.896240
	Iteration 47Q: 3 clusters Score -1.37444e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 103804 members 
Entering Unmasked Estep 
Score: -13744399.000000 Penalty: 3770.896240
	Iteration 48Q: 3 clusters Score -1.37444e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 104048 members 
Entering Unmasked Estep 
Score: -13744372.000000 Penalty: 3770.896240
	Iteration 49Q: 3 clusters Score -1.374437e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 104236 members 
Entering Unmasked Estep 
Score: -13744356.000000 Penalty: 3770.896240
	Iteration 50Q: 3 clusters Score -1.374436e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 104402 members 
Entering Unmasked Estep 
Score: -13744331.000000 Penalty: 3770.896240
	Iteration 51Q: 3 clusters Score -1.374433e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 104589 members 
Entering Unmasked Estep 
Score: -13744355.000000 Penalty: 3770.896240
	Iteration 52Q: 3 clusters Score -1.374436e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 104740 members 
Entering Unmasked Estep 
Score: -13744342.000000 Penalty: 3770.896240
	Iteration 53Q: 3 clusters Score -1.374434e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 104882 members 
Entering Unmasked Estep 
Score: -13744309.000000 Penalty: 3770.896240
	Iteration 54Q: 3 clusters Score -1.374431e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 105012 members 
Entering Unmasked Estep 
Score: -13744296.000000 Penalty: 3770.896240
	Iteration 55Q: 3 clusters Score -1.37443e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 105122 members 
Entering Unmasked Estep 
Score: -13744293.000000 Penalty: 3770.896240
	Iteration 56Q: 3 clusters Score -1.374429e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 105213 members 
Entering Unmasked Estep 
Score: -13744298.000000 Penalty: 3770.896240
	Iteration 57Q: 3 clusters Score -1.37443e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 105280 members 
Entering Unmasked Estep 
Score: -13744268.000000 Penalty: 3770.896240
	Iteration 58Q: 3 clusters Score -1.374427e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 105338 members 
Entering Unmasked Estep 
Score: -13744271.000000 Penalty: 3770.896240
	Iteration 59Q: 3 clusters Score -1.374427e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 105391 members 
Entering Unmasked Estep 
Score: -13744285.000000 Penalty: 3770.896240
	Iteration 60F: 3 clusters Score -1.374428e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 105437 members 
Entering Unmasked Estep 
Score: -13744281.000000 Penalty: 3770.896240
	Iteration 61Q: 3 clusters Score -1.374428e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 105489 members 
Entering Unmasked Estep 
Score: -13744277.000000 Penalty: 3770.896240
	Iteration 62Q: 3 clusters Score -1.374428e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 105531 members 
Entering Unmasked Estep 
Score: -13744258.000000 Penalty: 3770.896240
	Iteration 63Q: 3 clusters Score -1.374426e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 105569 members 
Entering Unmasked Estep 
Score: -13744260.000000 Penalty: 3770.896240
	Iteration 64Q: 3 clusters Score -1.374426e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 105609 members 
Entering Unmasked Estep 
Score: -13744258.000000 Penalty: 3770.896240
	Iteration 65Q: 3 clusters Score -1.374426e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 105655 members 
Entering Unmasked Estep 
Score: -13744228.000000 Penalty: 3770.896240
	Iteration 66Q: 3 clusters Score -1.374423e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 105692 members 
Entering Unmasked Estep 
Score: -13744205.000000 Penalty: 3770.896240
	Iteration 67Q: 3 clusters Score -1.37442e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 105735 members 
Entering Unmasked Estep 
Score: -13744210.000000 Penalty: 3770.896240
	Iteration 68Q: 3 clusters Score -1.374421e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 105768 members 
Entering Unmasked Estep 
Score: -13744208.000000 Penalty: 3770.896240
	Iteration 69Q: 3 clusters Score -1.374421e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 105801 members 
Entering Unmasked Estep 
Score: -13744205.000000 Penalty: 3770.896240
	Iteration 70Q: 3 clusters Score -1.37442e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 105845 members 
Entering Unmasked Estep 
Score: -13744196.000000 Penalty: 3770.896240
	Iteration 71Q: 3 clusters Score -1.37442e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 105881 members 
Entering Unmasked Estep 
Score: -13744192.000000 Penalty: 3770.896240
	Iteration 72Q: 3 clusters Score -1.374419e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 105917 members 
Entering Unmasked Estep 
Score: -13744185.000000 Penalty: 3770.896240
	Iteration 73Q: 3 clusters Score -1.374418e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 105954 members 
Entering Unmasked Estep 
Score: -13744192.000000 Penalty: 3770.896240
	Iteration 74Q: 3 clusters Score -1.374419e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 105989 members 
Entering Unmasked Estep 
Score: -13744192.000000 Penalty: 3770.896240
	Iteration 75Q: 3 clusters Score -1.374419e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 106012 members 
Entering Unmasked Estep 
Score: -13744202.000000 Penalty: 3770.896240
	Iteration 76Q: 3 clusters Score -1.37442e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 106031 members 
Entering Unmasked Estep 
Score: -13744181.000000 Penalty: 3770.896240
	Iteration 77Q: 3 clusters Score -1.374418e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 106052 members 
Entering Unmasked Estep 
Score: -13744178.000000 Penalty: 3770.896240
	Iteration 78Q: 3 clusters Score -1.374418e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 106075 members 
Entering Unmasked Estep 
Score: -13744187.000000 Penalty: 3770.896240
	Iteration 79Q: 3 clusters Score -1.374419e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 106099 members 
Entering Unmasked Estep 
Score: -13744182.000000 Penalty: 3770.896240
	Iteration 80F: 3 clusters Score -1.374418e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 106121 members 
Entering Unmasked Estep 
Score: -13744181.000000 Penalty: 3770.896240
	Iteration 81Q: 3 clusters Score -1.374418e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 106141 members 
Entering Unmasked Estep 
Score: -13744188.000000 Penalty: 3770.896240
	Iteration 82Q: 3 clusters Score -1.374419e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 106160 members 
Entering Unmasked Estep 
Score: -13744171.000000 Penalty: 3770.896240
	Iteration 83Q: 3 clusters Score -1.374417e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 106176 members 
Entering Unmasked Estep 
Score: -13744165.000000 Penalty: 3770.896240
	Iteration 84Q: 3 clusters Score -1.374416e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 106196 members 
Entering Unmasked Estep 
Score: -13744169.000000 Penalty: 3770.896240
	Iteration 85Q: 3 clusters Score -1.374417e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 106211 members 
Entering Unmasked Estep 
Score: -13744169.000000 Penalty: 3770.896240
	Iteration 86Q: 3 clusters Score -1.374417e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 106227 members 
Entering Unmasked Estep 
Score: -13744150.000000 Penalty: 3770.896240
	Iteration 87Q: 3 clusters Score -1.374415e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 106245 members 
Entering Unmasked Estep 
Score: -13744139.000000 Penalty: 3770.896240
	Iteration 88Q: 3 clusters Score -1.374414e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 106260 members 
Entering Unmasked Estep 
Score: -13744139.000000 Penalty: 3770.896240
	Iteration 89Q: 3 clusters Score -1.374414e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 106275 members 
Entering Unmasked Estep 
Score: -13744125.000000 Penalty: 3770.896240
	Iteration 90Q: 3 clusters Score -1.374412e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 106297 members 
Entering Unmasked Estep 
Score: -13744131.000000 Penalty: 3770.896240
	Iteration 91Q: 3 clusters Score -1.374413e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 106318 members 
Entering Unmasked Estep 
Score: -13744125.000000 Penalty: 3770.896240
	Iteration 92Q: 3 clusters Score -1.374412e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 106335 members 
Entering Unmasked Estep 
Score: -13744120.000000 Penalty: 3770.896240
	Iteration 93Q: 3 clusters Score -1.374412e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 106352 members 
Entering Unmasked Estep 
Score: -13744122.000000 Penalty: 3770.896240
	Iteration 94Q: 3 clusters Score -1.374412e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 106364 members 
Entering Unmasked Estep 
Score: -13744117.000000 Penalty: 3770.896240
	Iteration 95Q: 3 clusters Score -1.374412e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 106372 members 
Entering Unmasked Estep 
Score: -13744121.000000 Penalty: 3770.896240
	Iteration 96Q: 3 clusters Score -1.374412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 106377 members 
Entering Unmasked Estep 
Score: -13744111.000000 Penalty: 3770.896240
	Iteration 97Q: 3 clusters Score -1.374411e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 106382 members 
Entering Unmasked Estep 
Score: -13744118.000000 Penalty: 3770.896240
	Iteration 98Q: 3 clusters Score -1.374412e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 106393 members 
Entering Unmasked Estep 
Score: -13744111.000000 Penalty: 3770.896240
	Iteration 99Q: 3 clusters Score -1.374411e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 106403 members 
Entering Unmasked Estep 
Score: -13744107.000000 Penalty: 3770.896240
	Iteration 100F: 3 clusters Score -1.374411e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 106416 members 
Entering Unmasked Estep 
Score: -13744117.000000 Penalty: 3770.896240
	Iteration 101Q: 3 clusters Score -1.374412e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 106426 members 
Entering Unmasked Estep 
Score: -13744120.000000 Penalty: 3770.896240
	Iteration 102Q: 3 clusters Score -1.374412e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 106442 members 
Entering Unmasked Estep 
Score: -13744130.000000 Penalty: 3770.896240
	Iteration 103Q: 3 clusters Score -1.374413e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 106452 members 
Entering Unmasked Estep 
Score: -13744129.000000 Penalty: 3770.896240
	Iteration 104Q: 3 clusters Score -1.374413e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 106467 members 
Entering Unmasked Estep 
Score: -13744130.000000 Penalty: 3770.896240
	Iteration 105Q: 3 clusters Score -1.374413e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 106478 members 
Entering Unmasked Estep 
Score: -13744120.000000 Penalty: 3770.896240
	Iteration 106Q: 3 clusters Score -1.374412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 106486 members 
Entering Unmasked Estep 
Score: -13744103.000000 Penalty: 3770.896240
	Iteration 107Q: 3 clusters Score -1.37441e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 106496 members 
Entering Unmasked Estep 
Score: -13744118.000000 Penalty: 3770.896240
	Iteration 108Q: 3 clusters Score -1.374412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 106506 members 
Entering Unmasked Estep 
Score: -13744126.000000 Penalty: 3770.896240
	Iteration 109Q: 3 clusters Score -1.374413e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 106518 members 
Entering Unmasked Estep 
Score: -13744115.000000 Penalty: 3770.896240
	Iteration 110Q: 3 clusters Score -1.374412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 106525 members 
Entering Unmasked Estep 
Score: -13744129.000000 Penalty: 3770.896240
	Iteration 111Q: 3 clusters Score -1.374413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 106530 members 
Entering Unmasked Estep 
Score: -13744121.000000 Penalty: 3770.896240
	Iteration 112Q: 3 clusters Score -1.374412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 106536 members 
Entering Unmasked Estep 
Score: -13744126.000000 Penalty: 3770.896240
	Iteration 113Q: 3 clusters Score -1.374413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 106541 members 
Entering Unmasked Estep 
Score: -13744130.000000 Penalty: 3770.896240
	Iteration 114Q: 3 clusters Score -1.374413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 106544 members 
Entering Unmasked Estep 
Score: -13744123.000000 Penalty: 3770.896240
	Iteration 115Q: 3 clusters Score -1.374412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 106548 members 
Entering Unmasked Estep 
Score: -13744125.000000 Penalty: 3770.896240
	Iteration 116Q: 3 clusters Score -1.374412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 106553 members 
Entering Unmasked Estep 
Score: -13744126.000000 Penalty: 3770.896240
	Iteration 117Q: 3 clusters Score -1.374413e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 106561 members 
Entering Unmasked Estep 
Score: -13744131.000000 Penalty: 3770.896240
	Iteration 118Q: 3 clusters Score -1.374413e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 106570 members 
Entering Unmasked Estep 
Score: -13744128.000000 Penalty: 3770.896240
	Iteration 119Q: 3 clusters Score -1.374413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 106574 members 
Entering Unmasked Estep 
Score: -13744121.000000 Penalty: 3770.896240
	Iteration 120F: 3 clusters Score -1.374412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 106579 members 
Entering Unmasked Estep 
Score: -13744125.000000 Penalty: 3770.896240
	Iteration 121Q: 3 clusters Score -1.374412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 106581 members 
Entering Unmasked Estep 
Score: -13744124.000000 Penalty: 3770.896240
	Iteration 122Q: 3 clusters Score -1.374412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 106590 members 
Entering Unmasked Estep 
Score: -13744124.000000 Penalty: 3770.896240
	Iteration 123Q: 3 clusters Score -1.374412e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 106596 members 
Entering Unmasked Estep 
Score: -13744127.000000 Penalty: 3770.896240
	Iteration 124Q: 3 clusters Score -1.374413e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 106608 members 
Entering Unmasked Estep 
Score: -13744130.000000 Penalty: 3770.896240
	Iteration 125Q: 3 clusters Score -1.374413e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 106622 members 
Entering Unmasked Estep 
Score: -13744136.000000 Penalty: 3770.896240
	Iteration 126Q: 3 clusters Score -1.374414e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 106638 members 
Entering Unmasked Estep 
Score: -13744121.000000 Penalty: 3770.896240
	Iteration 127Q: 3 clusters Score -1.374412e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 106657 members 
Entering Unmasked Estep 
Score: -13744128.000000 Penalty: 3770.896240
	Iteration 128Q: 3 clusters Score -1.374413e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 106677 members 
Entering Unmasked Estep 
Score: -13744128.000000 Penalty: 3770.896240
	Iteration 129Q: 3 clusters Score -1.374413e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 106698 members 
Entering Unmasked Estep 
Score: -13744125.000000 Penalty: 3770.896240
	Iteration 130Q: 3 clusters Score -1.374412e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 106707 members 
Entering Unmasked Estep 
Score: -13744120.000000 Penalty: 3770.896240
	Iteration 131Q: 3 clusters Score -1.374412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 106714 members 
Entering Unmasked Estep 
Score: -13744111.000000 Penalty: 3770.896240
	Iteration 132Q: 3 clusters Score -1.374411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 106717 members 
Entering Unmasked Estep 
Score: -13744129.000000 Penalty: 3770.896240
	Iteration 133Q: 3 clusters Score -1.374413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 106719 members 
Entering Unmasked Estep 
Score: -13744134.000000 Penalty: 3770.896240
	Iteration 134Q: 3 clusters Score -1.374413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 106719 members 
Entering Unmasked Estep 
Score: -13744136.000000 Penalty: 3770.896240
	Iteration 135Q: 3 clusters Score -1.374414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 106720 members 
Entering Unmasked Estep 
Score: -13744148.000000 Penalty: 3770.896240
	Iteration 136Q: 3 clusters Score -1.374415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 106724 members 
Entering Unmasked Estep 
Score: -13744142.000000 Penalty: 3770.896240
	Iteration 137Q: 3 clusters Score -1.374414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 106728 members 
Entering Unmasked Estep 
Score: -13744140.000000 Penalty: 3770.896240
	Iteration 138Q: 3 clusters Score -1.374414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 106731 members 
Entering Unmasked Estep 
Score: -13744145.000000 Penalty: 3770.896240
	Iteration 139Q: 3 clusters Score -1.374414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 106735 members 
Entering Unmasked Estep 
Score: -13744136.000000 Penalty: 3770.896240
	Iteration 140F: 3 clusters Score -1.374414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 106737 members 
Entering Unmasked Estep 
Score: -13744140.000000 Penalty: 3770.896240
	Iteration 141Q: 3 clusters Score -1.374414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 106741 members 
Entering Unmasked Estep 
Score: -13744133.000000 Penalty: 3770.896240
	Iteration 142Q: 3 clusters Score -1.374413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 106744 members 
Entering Unmasked Estep 
Score: -13744144.000000 Penalty: 3770.896240
	Iteration 143Q: 3 clusters Score -1.374414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 106748 members 
Entering Unmasked Estep 
Score: -13744136.000000 Penalty: 3770.896240
	Iteration 144Q: 3 clusters Score -1.374414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 106750 members 
Entering Unmasked Estep 
Score: -13744125.000000 Penalty: 3770.896240
	Iteration 145Q: 3 clusters Score -1.374412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 106754 members 
Entering Unmasked Estep 
Score: -13744133.000000 Penalty: 3770.896240
	Iteration 146Q: 3 clusters Score -1.374413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 106758 members 
Entering Unmasked Estep 
Score: -13744130.000000 Penalty: 3770.896240
	Iteration 147Q: 3 clusters Score -1.374413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 106760 members 
Entering Unmasked Estep 
Score: -13744134.000000 Penalty: 3770.896240
	Iteration 148Q: 3 clusters Score -1.374413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 106760 members 
Entering Unmasked Estep 
Score: -13744131.000000 Penalty: 3770.896240
	Iteration 149Q: 3 clusters Score -1.374413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 106761 members 
Entering Unmasked Estep 
Score: -13744122.000000 Penalty: 3770.896240
	Iteration 150Q: 3 clusters Score -1.374412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 106764 members 
Entering Unmasked Estep 
Score: -13744110.000000 Penalty: 3770.896240
	Iteration 151Q: 3 clusters Score -1.374411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 106767 members 
Entering Unmasked Estep 
Score: -13744115.000000 Penalty: 3770.896240
	Iteration 152Q: 3 clusters Score -1.374412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 106770 members 
Entering Unmasked Estep 
Score: -13744110.000000 Penalty: 3770.896240
	Iteration 153Q: 3 clusters Score -1.374411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 106770 members 
Entering Unmasked Estep 
Score: -13744119.000000 Penalty: 3770.896240
	Iteration 154Q: 3 clusters Score -1.374412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 106771 members 
Entering Unmasked Estep 
Score: -13744111.000000 Penalty: 3770.896240
	Iteration 155Q: 3 clusters Score -1.374411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 106772 members 
Entering Unmasked Estep 
Score: -13744107.000000 Penalty: 3770.896240
	Iteration 156Q: 3 clusters Score -1.374411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 106774 members 
Entering Unmasked Estep 
Score: -13744102.000000 Penalty: 3770.896240
	Iteration 157Q: 3 clusters Score -1.37441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 106778 members 
Entering Unmasked Estep 
Score: -13744110.000000 Penalty: 3770.896240
	Iteration 158Q: 3 clusters Score -1.374411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 106780 members 
Entering Unmasked Estep 
Score: -13744113.000000 Penalty: 3770.896240
	Iteration 159Q: 3 clusters Score -1.374411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 106782 members 
Entering Unmasked Estep 
Score: -13744114.000000 Penalty: 3770.896240
	Iteration 160F: 3 clusters Score -1.374411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 106784 members 
Entering Unmasked Estep 
Score: -13744111.000000 Penalty: 3770.896240
	Iteration 161Q: 3 clusters Score -1.374411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 106787 members 
Entering Unmasked Estep 
Score: -13744117.000000 Penalty: 3770.896240
	Iteration 162Q: 3 clusters Score -1.374412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 106788 members 
Entering Unmasked Estep 
Score: -13744117.000000 Penalty: 3770.896240
	Iteration 163Q: 3 clusters Score -1.374412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 106788 members 
Entering Unmasked Estep 
Score: -13744117.000000 Penalty: 3770.896240
	Iteration 164F: 3 clusters Score -1.374412e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Entering Unmasked Estep 
Score: -1735361.250000 Penalty: 1550.740601
	Iteration 0F: 2 clusters Score -1735361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1725719.125000 Penalty: 3101.481201
	Iteration 0F: 3 clusters Score -1725719 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1729159.250000 Penalty: 3101.481201
	Iteration 1F: 3 clusters Score -1729159 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1729771.250000 Penalty: 3101.481201
	Iteration 2F: 3 clusters Score -1729771 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1730712.625000 Penalty: 3101.481201
	Iteration 3F: 3 clusters Score -1730713 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1731537.875000 Penalty: 3101.481201
	Iteration 4F: 3 clusters Score -1731538 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1732179.375000 Penalty: 3101.481201
	Iteration 5F: 3 clusters Score -1732179 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1732689.750000 Penalty: 3101.481201
	Iteration 6F: 3 clusters Score -1732690 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1733049.250000 Penalty: 3101.481201
	Iteration 7Q: 3 clusters Score -1733049 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1733274.375000 Penalty: 3101.481201
	Iteration 8Q: 3 clusters Score -1733274 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1733420.500000 Penalty: 3101.481201
	Iteration 9Q: 3 clusters Score -1733420 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1733535.875000 Penalty: 3101.481201
	Iteration 10Q: 3 clusters Score -1733536 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1733616.125000 Penalty: 3101.481201
	Iteration 11Q: 3 clusters Score -1733616 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1733699.625000 Penalty: 3101.481201
	Iteration 12Q: 3 clusters Score -1733700 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1733799.500000 Penalty: 3101.481201
	Iteration 13Q: 3 clusters Score -1733800 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1733880.375000 Penalty: 3101.481201
	Iteration 14Q: 3 clusters Score -1733880 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1733947.125000 Penalty: 3101.481201
	Iteration 15Q: 3 clusters Score -1733947 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1734014.875000 Penalty: 3101.481201
	Iteration 16Q: 3 clusters Score -1734015 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1734094.500000 Penalty: 3101.481201
	Iteration 17Q: 3 clusters Score -1734094 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1734153.000000 Penalty: 3101.481201
	Iteration 18Q: 3 clusters Score -1734153 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1734200.500000 Penalty: 3101.481201
	Iteration 19Q: 3 clusters Score -1734200 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1734230.125000 Penalty: 3101.481201
	Iteration 20F: 3 clusters Score -1734230 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1734260.375000 Penalty: 3101.481201
	Iteration 21Q: 3 clusters Score -1734260 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1734293.125000 Penalty: 3101.481201
	Iteration 22Q: 3 clusters Score -1734293 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1734323.125000 Penalty: 3101.481201
	Iteration 23Q: 3 clusters Score -1734323 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1734350.750000 Penalty: 3101.481201
	Iteration 24Q: 3 clusters Score -1734351 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1734372.625000 Penalty: 3101.481201
	Iteration 25Q: 3 clusters Score -1734373 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1734398.250000 Penalty: 3101.481201
	Iteration 26Q: 3 clusters Score -1734398 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1734422.375000 Penalty: 3101.481201
	Iteration 27Q: 3 clusters Score -1734422 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1734439.000000 Penalty: 3101.481201
	Iteration 28Q: 3 clusters Score -1734439 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1734465.750000 Penalty: 3101.481201
	Iteration 29Q: 3 clusters Score -1734466 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1734495.000000 Penalty: 3101.481201
	Iteration 30Q: 3 clusters Score -1734495 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1734527.375000 Penalty: 3101.481201
	Iteration 31Q: 3 clusters Score -1734527 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1734569.500000 Penalty: 3101.481201
	Iteration 32Q: 3 clusters Score -1734570 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1734612.125000 Penalty: 3101.481201
	Iteration 33Q: 3 clusters Score -1734612 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1734658.250000 Penalty: 3101.481201
	Iteration 34Q: 3 clusters Score -1734658 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1734721.750000 Penalty: 3101.481201
	Iteration 35Q: 3 clusters Score -1734722 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1734774.250000 Penalty: 3101.481201
	Iteration 36Q: 3 clusters Score -1734774 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1734799.375000 Penalty: 3101.481201
	Iteration 37Q: 3 clusters Score -1734799 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1734820.000000 Penalty: 3101.481201
	Iteration 38Q: 3 clusters Score -1734820 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1734832.000000 Penalty: 3101.481201
	Iteration 39Q: 3 clusters Score -1734832 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1734843.375000 Penalty: 3101.481201
	Iteration 40F: 3 clusters Score -1734843 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1734850.000000 Penalty: 3101.481201
	Iteration 41Q: 3 clusters Score -1734850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1734855.500000 Penalty: 3101.481201
	Iteration 42Q: 3 clusters Score -1734856 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1734858.250000 Penalty: 3101.481201
	Iteration 43Q: 3 clusters Score -1734858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1734863.625000 Penalty: 3101.481201
	Iteration 44Q: 3 clusters Score -1734864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1734864.000000 Penalty: 3101.481201
	Iteration 45Q: 3 clusters Score -1734864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1734865.125000 Penalty: 3101.481201
	Iteration 46Q: 3 clusters Score -1734865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1734864.125000 Penalty: 3101.481201
	Iteration 47Q: 3 clusters Score -1734864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1734865.250000 Penalty: 3101.481201
	Iteration 48Q: 3 clusters Score -1734865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1734865.625000 Penalty: 3101.481201
	Iteration 49Q: 3 clusters Score -1734866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1734865.625000 Penalty: 3101.481201
	Iteration 50F: 3 clusters Score -1734866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -46144.183594 Penalty: 983.846436
	Iteration 0F: 2 clusters Score -46144.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45158.394531 Penalty: 1967.692871
	Iteration 0F: 3 clusters Score -45158.39 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -45320.988281 Penalty: 1967.692871
	Iteration 1F: 3 clusters Score -45320.99 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -45384.679688 Penalty: 1967.692871
	Iteration 2F: 3 clusters Score -45384.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -45417.687500 Penalty: 1967.692871
	Iteration 3Q: 3 clusters Score -45417.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -45452.757812 Penalty: 1967.692871
	Iteration 4Q: 3 clusters Score -45452.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -45482.871094 Penalty: 1967.692871
	Iteration 5Q: 3 clusters Score -45482.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45498.199219 Penalty: 1967.692871
	Iteration 6Q: 3 clusters Score -45498.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -45521.589844 Penalty: 1967.692871
	Iteration 7Q: 3 clusters Score -45521.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -45552.187500 Penalty: 1967.692871
	Iteration 8Q: 3 clusters Score -45552.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -45575.656250 Penalty: 1967.692871
	Iteration 9Q: 3 clusters Score -45575.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -45600.777344 Penalty: 1967.692871
	Iteration 10Q: 3 clusters Score -45600.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -45607.054688 Penalty: 1967.692871
	Iteration 11Q: 3 clusters Score -45607.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -45611.191406 Penalty: 1967.692871
	Iteration 12Q: 3 clusters Score -45611.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -45611.191406 Penalty: 1967.692871
	Iteration 13F: 3 clusters Score -45611.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Entering Unmasked Estep 
Score: -820965.562500 Penalty: 1427.923218
	Iteration 0F: 2 clusters Score -820965.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -815968.250000 Penalty: 2855.846436
	Iteration 0F: 3 clusters Score -815968.2 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -817566.437500 Penalty: 2855.846436
	Iteration 1F: 3 clusters Score -817566.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -817902.125000 Penalty: 2855.846436
	Iteration 2F: 3 clusters Score -817902.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -818169.937500 Penalty: 2855.846436
	Iteration 3F: 3 clusters Score -818169.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -818402.750000 Penalty: 2855.846436
	Iteration 4F: 3 clusters Score -818402.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -818591.750000 Penalty: 2855.846436
	Iteration 5F: 3 clusters Score -818591.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -818750.562500 Penalty: 2855.846436
	Iteration 6Q: 3 clusters Score -818750.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -818905.500000 Penalty: 2855.846436
	Iteration 7Q: 3 clusters Score -818905.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -819007.000000 Penalty: 2855.846436
	Iteration 8Q: 3 clusters Score -819007 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -819077.375000 Penalty: 2855.846436
	Iteration 9Q: 3 clusters Score -819077.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -819132.250000 Penalty: 2855.846436
	Iteration 10Q: 3 clusters Score -819132.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -819177.562500 Penalty: 2855.846436
	Iteration 11Q: 3 clusters Score -819177.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -819221.375000 Penalty: 2855.846436
	Iteration 12Q: 3 clusters Score -819221.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -819257.937500 Penalty: 2855.846436
	Iteration 13Q: 3 clusters Score -819257.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -819284.312500 Penalty: 2855.846436
	Iteration 14Q: 3 clusters Score -819284.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -819305.375000 Penalty: 2855.846436
	Iteration 15Q: 3 clusters Score -819305.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -819320.625000 Penalty: 2855.846436
	Iteration 16Q: 3 clusters Score -819320.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -819336.625000 Penalty: 2855.846436
	Iteration 17Q: 3 clusters Score -819336.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -819354.562500 Penalty: 2855.846436
	Iteration 18Q: 3 clusters Score -819354.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -819366.500000 Penalty: 2855.846436
	Iteration 19Q: 3 clusters Score -819366.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -819381.000000 Penalty: 2855.846436
	Iteration 20F: 3 clusters Score -819381 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -819394.937500 Penalty: 2855.846436
	Iteration 21Q: 3 clusters Score -819394.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -819412.875000 Penalty: 2855.846436
	Iteration 22Q: 3 clusters Score -819412.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -819429.375000 Penalty: 2855.846436
	Iteration 23Q: 3 clusters Score -819429.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -819443.250000 Penalty: 2855.846436
	Iteration 24Q: 3 clusters Score -819443.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -819458.250000 Penalty: 2855.846436
	Iteration 25Q: 3 clusters Score -819458.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -819465.187500 Penalty: 2855.846436
	Iteration 26Q: 3 clusters Score -819465.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -819477.125000 Penalty: 2855.846436
	Iteration 27Q: 3 clusters Score -819477.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -819489.375000 Penalty: 2855.846436
	Iteration 28Q: 3 clusters Score -819489.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -819501.000000 Penalty: 2855.846436
	Iteration 29Q: 3 clusters Score -819501 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -819509.562500 Penalty: 2855.846436
	Iteration 30Q: 3 clusters Score -819509.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -819513.625000 Penalty: 2855.846436
	Iteration 31Q: 3 clusters Score -819513.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -819518.000000 Penalty: 2855.846436
	Iteration 32Q: 3 clusters Score -819518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -819522.687500 Penalty: 2855.846436
	Iteration 33Q: 3 clusters Score -819522.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -819525.500000 Penalty: 2855.846436
	Iteration 34Q: 3 clusters Score -819525.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -819529.062500 Penalty: 2855.846436
	Iteration 35Q: 3 clusters Score -819529.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -819532.125000 Penalty: 2855.846436
	Iteration 36Q: 3 clusters Score -819532.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -819534.187500 Penalty: 2855.846436
	Iteration 37Q: 3 clusters Score -819534.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -819537.500000 Penalty: 2855.846436
	Iteration 38Q: 3 clusters Score -819537.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -819539.187500 Penalty: 2855.846436
	Iteration 39Q: 3 clusters Score -819539.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -819542.500000 Penalty: 2855.846436
	Iteration 40F: 3 clusters Score -819542.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -819543.500000 Penalty: 2855.846436
	Iteration 41Q: 3 clusters Score -819543.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -819543.437500 Penalty: 2855.846436
	Iteration 42Q: 3 clusters Score -819543.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -819544.750000 Penalty: 2855.846436
	Iteration 43Q: 3 clusters Score -819544.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -819546.000000 Penalty: 2855.846436
	Iteration 44Q: 3 clusters Score -819546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -819546.062500 Penalty: 2855.846436
	Iteration 45Q: 3 clusters Score -819546.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -819545.625000 Penalty: 2855.846436
	Iteration 46Q: 3 clusters Score -819545.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -819547.437500 Penalty: 2855.846436
	Iteration 47Q: 3 clusters Score -819547.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -819547.000000 Penalty: 2855.846436
	Iteration 48Q: 3 clusters Score -819547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -819547.000000 Penalty: 2855.846436
	Iteration 49F: 3 clusters Score -819547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Entering Unmasked Estep 
Score: -998397.812500 Penalty: 1471.584717
	Iteration 0F: 2 clusters Score -998397.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -992135.937500 Penalty: 2943.169434
	Iteration 0F: 3 clusters Score -992135.9 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -994125.125000 Penalty: 2943.169434
	Iteration 1F: 3 clusters Score -994125.1 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -994526.687500 Penalty: 2943.169434
	Iteration 2F: 3 clusters Score -994526.7 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -994867.062500 Penalty: 2943.169434
	Iteration 3F: 3 clusters Score -994867.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -995127.562500 Penalty: 2943.169434
	Iteration 4F: 3 clusters Score -995127.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -995408.062500 Penalty: 2943.169434
	Iteration 5F: 3 clusters Score -995408.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -995704.375000 Penalty: 2943.169434
	Iteration 6F: 3 clusters Score -995704.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -995992.375000 Penalty: 2943.169434
	Iteration 7Q: 3 clusters Score -995992.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -996242.000000 Penalty: 2943.169434
	Iteration 8Q: 3 clusters Score -996242 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -996455.000000 Penalty: 2943.169434
	Iteration 9Q: 3 clusters Score -996455 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -996592.687500 Penalty: 2943.169434
	Iteration 10Q: 3 clusters Score -996592.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -996701.562500 Penalty: 2943.169434
	Iteration 11Q: 3 clusters Score -996701.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -996795.937500 Penalty: 2943.169434
	Iteration 12Q: 3 clusters Score -996795.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -996876.562500 Penalty: 2943.169434
	Iteration 13Q: 3 clusters Score -996876.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -996959.187500 Penalty: 2943.169434
	Iteration 14Q: 3 clusters Score -996959.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -997026.937500 Penalty: 2943.169434
	Iteration 15Q: 3 clusters Score -997026.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -997096.187500 Penalty: 2943.169434
	Iteration 16Q: 3 clusters Score -997096.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -997167.500000 Penalty: 2943.169434
	Iteration 17Q: 3 clusters Score -997167.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -997225.062500 Penalty: 2943.169434
	Iteration 18Q: 3 clusters Score -997225.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -997264.937500 Penalty: 2943.169434
	Iteration 19Q: 3 clusters Score -997264.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -997291.750000 Penalty: 2943.169434
	Iteration 20F: 3 clusters Score -997291.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -997316.687500 Penalty: 2943.169434
	Iteration 21Q: 3 clusters Score -997316.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -997335.250000 Penalty: 2943.169434
	Iteration 22Q: 3 clusters Score -997335.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -997347.750000 Penalty: 2943.169434
	Iteration 23Q: 3 clusters Score -997347.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -997354.062500 Penalty: 2943.169434
	Iteration 24Q: 3 clusters Score -997354.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -997357.625000 Penalty: 2943.169434
	Iteration 25Q: 3 clusters Score -997357.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -997369.812500 Penalty: 2943.169434
	Iteration 26Q: 3 clusters Score -997369.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -997377.437500 Penalty: 2943.169434
	Iteration 27Q: 3 clusters Score -997377.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -997389.687500 Penalty: 2943.169434
	Iteration 28Q: 3 clusters Score -997389.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -997398.000000 Penalty: 2943.169434
	Iteration 29Q: 3 clusters Score -997398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -997407.562500 Penalty: 2943.169434
	Iteration 30Q: 3 clusters Score -997407.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -997415.812500 Penalty: 2943.169434
	Iteration 31Q: 3 clusters Score -997415.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -997427.437500 Penalty: 2943.169434
	Iteration 32Q: 3 clusters Score -997427.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -997437.125000 Penalty: 2943.169434
	Iteration 33Q: 3 clusters Score -997437.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -997440.000000 Penalty: 2943.169434
	Iteration 34Q: 3 clusters Score -997440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -997446.000000 Penalty: 2943.169434
	Iteration 35Q: 3 clusters Score -997446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -997449.062500 Penalty: 2943.169434
	Iteration 36Q: 3 clusters Score -997449.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -997453.625000 Penalty: 2943.169434
	Iteration 37Q: 3 clusters Score -997453.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -997457.000000 Penalty: 2943.169434
	Iteration 38Q: 3 clusters Score -997457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -997461.187500 Penalty: 2943.169434
	Iteration 39Q: 3 clusters Score -997461.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -997464.062500 Penalty: 2943.169434
	Iteration 40F: 3 clusters Score -997464.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -997466.375000 Penalty: 2943.169434
	Iteration 41Q: 3 clusters Score -997466.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -997467.500000 Penalty: 2943.169434
	Iteration 42Q: 3 clusters Score -997467.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -997469.250000 Penalty: 2943.169434
	Iteration 43Q: 3 clusters Score -997469.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -997471.812500 Penalty: 2943.169434
	Iteration 44Q: 3 clusters Score -997471.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -997473.937500 Penalty: 2943.169434
	Iteration 45Q: 3 clusters Score -997473.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -997478.812500 Penalty: 2943.169434
	Iteration 46Q: 3 clusters Score -997478.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -997480.687500 Penalty: 2943.169434
	Iteration 47Q: 3 clusters Score -997480.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -997484.000000 Penalty: 2943.169434
	Iteration 48Q: 3 clusters Score -997484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -997486.562500 Penalty: 2943.169434
	Iteration 49Q: 3 clusters Score -997486.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -997492.375000 Penalty: 2943.169434
	Iteration 50Q: 3 clusters Score -997492.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -997499.937500 Penalty: 2943.169434
	Iteration 51Q: 3 clusters Score -997499.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -997504.062500 Penalty: 2943.169434
	Iteration 52Q: 3 clusters Score -997504.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -997514.000000 Penalty: 2943.169434
	Iteration 53Q: 3 clusters Score -997514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -997528.187500 Penalty: 2943.169434
	Iteration 54Q: 3 clusters Score -997528.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -997535.812500 Penalty: 2943.169434
	Iteration 55Q: 3 clusters Score -997535.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -997538.000000 Penalty: 2943.169434
	Iteration 56Q: 3 clusters Score -997538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -997542.312500 Penalty: 2943.169434
	Iteration 57Q: 3 clusters Score -997542.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -997541.750000 Penalty: 2943.169434
	Iteration 58Q: 3 clusters Score -997541.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -997541.125000 Penalty: 2943.169434
	Iteration 59Q: 3 clusters Score -997541.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -997541.375000 Penalty: 2943.169434
	Iteration 60F: 3 clusters Score -997541.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Entering Unmasked Estep 
Score: -2931918.500000 Penalty: 1632.958008
	Iteration 0F: 2 clusters Score -2931918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2916225.750000 Penalty: 3265.916016
	Iteration 0F: 3 clusters Score -2916226 nChanged 10486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2922130.750000 Penalty: 3265.916016
	Iteration 1F: 3 clusters Score -2922131 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2922585.000000 Penalty: 3265.916016
	Iteration 2F: 3 clusters Score -2922585 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2923160.000000 Penalty: 3265.916016
	Iteration 3F: 3 clusters Score -2923160 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2923973.750000 Penalty: 3265.916016
	Iteration 4F: 3 clusters Score -2923974 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2925134.250000 Penalty: 3265.916016
	Iteration 5F: 3 clusters Score -2925134 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2926606.500000 Penalty: 3265.916016
	Iteration 6F: 3 clusters Score -2926606 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2928087.250000 Penalty: 3265.916016
	Iteration 7F: 3 clusters Score -2928087 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2929279.000000 Penalty: 3265.916016
	Iteration 8F: 3 clusters Score -2929279 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2930075.500000 Penalty: 3265.916016
	Iteration 9Q: 3 clusters Score -2930076 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2930564.250000 Penalty: 3265.916016
	Iteration 10Q: 3 clusters Score -2930564 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2930819.250000 Penalty: 3265.916016
	Iteration 11Q: 3 clusters Score -2930819 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2930937.250000 Penalty: 3265.916016
	Iteration 12Q: 3 clusters Score -2930937 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2931006.000000 Penalty: 3265.916016
	Iteration 13Q: 3 clusters Score -2931006 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2931064.750000 Penalty: 3265.916016
	Iteration 14Q: 3 clusters Score -2931065 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2931107.250000 Penalty: 3265.916016
	Iteration 15Q: 3 clusters Score -2931107 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2931156.750000 Penalty: 3265.916016
	Iteration 16Q: 3 clusters Score -2931157 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2931179.750000 Penalty: 3265.916016
	Iteration 17Q: 3 clusters Score -2931180 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2931218.000000 Penalty: 3265.916016
	Iteration 18Q: 3 clusters Score -2931218 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2931242.000000 Penalty: 3265.916016
	Iteration 19Q: 3 clusters Score -2931242 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2931251.250000 Penalty: 3265.916016
	Iteration 20F: 3 clusters Score -2931251 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2931268.000000 Penalty: 3265.916016
	Iteration 21Q: 3 clusters Score -2931268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2931280.750000 Penalty: 3265.916016
	Iteration 22Q: 3 clusters Score -2931281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2931290.000000 Penalty: 3265.916016
	Iteration 23Q: 3 clusters Score -2931290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2931310.750000 Penalty: 3265.916016
	Iteration 24Q: 3 clusters Score -2931311 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2931328.500000 Penalty: 3265.916016
	Iteration 25Q: 3 clusters Score -2931328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2931367.250000 Penalty: 3265.916016
	Iteration 26Q: 3 clusters Score -2931367 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2931396.250000 Penalty: 3265.916016
	Iteration 27Q: 3 clusters Score -2931396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2931438.250000 Penalty: 3265.916016
	Iteration 28Q: 3 clusters Score -2931438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2931469.000000 Penalty: 3265.916016
	Iteration 29Q: 3 clusters Score -2931469 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2931495.000000 Penalty: 3265.916016
	Iteration 30Q: 3 clusters Score -2931495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2931502.500000 Penalty: 3265.916016
	Iteration 31Q: 3 clusters Score -2931502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2931503.750000 Penalty: 3265.916016
	Iteration 32Q: 3 clusters Score -2931504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2931512.250000 Penalty: 3265.916016
	Iteration 33Q: 3 clusters Score -2931512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2931510.500000 Penalty: 3265.916016
	Iteration 34Q: 3 clusters Score -2931510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2931510.750000 Penalty: 3265.916016
	Iteration 35Q: 3 clusters Score -2931511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2931509.500000 Penalty: 3265.916016
	Iteration 36Q: 3 clusters Score -2931510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2931514.000000 Penalty: 3265.916016
	Iteration 37Q: 3 clusters Score -2931514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2931517.250000 Penalty: 3265.916016
	Iteration 38Q: 3 clusters Score -2931517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2931516.250000 Penalty: 3265.916016
	Iteration 39Q: 3 clusters Score -2931516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2931518.500000 Penalty: 3265.916016
	Iteration 40F: 3 clusters Score -2931518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -24705.583984 Penalty: 930.082581
	Iteration 0F: 2 clusters Score -24705.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23878.669922 Penalty: 1860.165161
	Iteration 0F: 3 clusters Score -23878.67 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -24125.300781 Penalty: 1860.165161
	Iteration 1F: 3 clusters Score -24125.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24198.730469 Penalty: 1860.165161
	Iteration 2F: 3 clusters Score -24198.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24268.277344 Penalty: 1860.165161
	Iteration 3Q: 3 clusters Score -24268.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24353.587891 Penalty: 1860.165161
	Iteration 4Q: 3 clusters Score -24353.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24413.482422 Penalty: 1860.165161
	Iteration 5Q: 3 clusters Score -24413.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24442.650391 Penalty: 1860.165161
	Iteration 6Q: 3 clusters Score -24442.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24472.281250 Penalty: 1860.165161
	Iteration 7Q: 3 clusters Score -24472.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24484.267578 Penalty: 1860.165161
	Iteration 8Q: 3 clusters Score -24484.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24489.820312 Penalty: 1860.165161
	Iteration 9Q: 3 clusters Score -24489.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24495.695312 Penalty: 1860.165161
	Iteration 10Q: 3 clusters Score -24495.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24495.695312 Penalty: 1860.165161
	Iteration 11F: 3 clusters Score -24495.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (99800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99800 members 
Entering Unmasked Estep 
Score: -12422949.000000 Penalty: 1870.525024
	Iteration 0F: 2 clusters Score -1.242295e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 49987 members 
Entering Unmasked Estep 
Score: -12357721.000000 Penalty: 3741.050049
	Iteration 0F: 3 clusters Score -1.235772e+07 nChanged 47770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 51903 members 
Entering Unmasked Estep 
Score: -12385444.000000 Penalty: 3741.050049
	Iteration 1F: 3 clusters Score -1.238544e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 53052 members 
Entering Unmasked Estep 
Score: -12386403.000000 Penalty: 3741.050049
	Iteration 2Q: 3 clusters Score -1.23864e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 54748 members 
Entering Unmasked Estep 
Score: -12387628.000000 Penalty: 3741.050049
	Iteration 3Q: 3 clusters Score -1.238763e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 57168 members 
Entering Unmasked Estep 
Score: -12389885.000000 Penalty: 3741.050049
	Iteration 4Q: 3 clusters Score -1.238988e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 60507 members 
Entering Unmasked Estep 
Score: -12393567.000000 Penalty: 3741.050049
	Iteration 5F: 3 clusters Score -1.239357e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 64714 members 
Entering Unmasked Estep 
Score: -12399089.000000 Penalty: 3741.050049
	Iteration 6F: 3 clusters Score -1.239909e+07 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 69341 members 
Entering Unmasked Estep 
Score: -12405758.000000 Penalty: 3741.050049
	Iteration 7F: 3 clusters Score -1.240576e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 73475 members 
Entering Unmasked Estep 
Score: -12411272.000000 Penalty: 3741.050049
	Iteration 8F: 3 clusters Score -1.241127e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 76508 members 
Entering Unmasked Estep 
Score: -12414978.000000 Penalty: 3741.050049
	Iteration 9Q: 3 clusters Score -1.241498e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 78847 members 
Entering Unmasked Estep 
Score: -12416995.000000 Penalty: 3741.050049
	Iteration 10Q: 3 clusters Score -1.2417e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 80792 members 
Entering Unmasked Estep 
Score: -12418231.000000 Penalty: 3741.050049
	Iteration 11Q: 3 clusters Score -1.241823e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 82499 members 
Entering Unmasked Estep 
Score: -12419156.000000 Penalty: 3741.050049
	Iteration 12Q: 3 clusters Score -1.241916e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 83968 members 
Entering Unmasked Estep 
Score: -12419897.000000 Penalty: 3741.050049
	Iteration 13Q: 3 clusters Score -1.24199e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 85328 members 
Entering Unmasked Estep 
Score: -12420523.000000 Penalty: 3741.050049
	Iteration 14Q: 3 clusters Score -1.242052e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 86537 members 
Entering Unmasked Estep 
Score: -12421064.000000 Penalty: 3741.050049
	Iteration 15Q: 3 clusters Score -1.242106e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 87606 members 
Entering Unmasked Estep 
Score: -12421511.000000 Penalty: 3741.050049
	Iteration 16Q: 3 clusters Score -1.242151e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 88552 members 
Entering Unmasked Estep 
Score: -12421897.000000 Penalty: 3741.050049
	Iteration 17Q: 3 clusters Score -1.24219e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 89422 members 
Entering Unmasked Estep 
Score: -12422221.000000 Penalty: 3741.050049
	Iteration 18Q: 3 clusters Score -1.242222e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 90211 members 
Entering Unmasked Estep 
Score: -12422474.000000 Penalty: 3741.050049
	Iteration 19Q: 3 clusters Score -1.242247e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 90876 members 
Entering Unmasked Estep 
Score: -12422761.000000 Penalty: 3741.050049
	Iteration 20F: 3 clusters Score -1.242276e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 91475 members 
Entering Unmasked Estep 
Score: -12422962.000000 Penalty: 3741.050049
	Iteration 21Q: 3 clusters Score -1.242296e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 91987 members 
Entering Unmasked Estep 
Score: -12423102.000000 Penalty: 3741.050049
	Iteration 22Q: 3 clusters Score -1.24231e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 92469 members 
Entering Unmasked Estep 
Score: -12423279.000000 Penalty: 3741.050049
	Iteration 23Q: 3 clusters Score -1.242328e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 92942 members 
Entering Unmasked Estep 
Score: -12423446.000000 Penalty: 3741.050049
	Iteration 24Q: 3 clusters Score -1.242345e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 93343 members 
Entering Unmasked Estep 
Score: -12423583.000000 Penalty: 3741.050049
	Iteration 25Q: 3 clusters Score -1.242358e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 93690 members 
Entering Unmasked Estep 
Score: -12423680.000000 Penalty: 3741.050049
	Iteration 26Q: 3 clusters Score -1.242368e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 93997 members 
Entering Unmasked Estep 
Score: -12423754.000000 Penalty: 3741.050049
	Iteration 27Q: 3 clusters Score -1.242375e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 94276 members 
Entering Unmasked Estep 
Score: -12423779.000000 Penalty: 3741.050049
	Iteration 28Q: 3 clusters Score -1.242378e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 94501 members 
Entering Unmasked Estep 
Score: -12423777.000000 Penalty: 3741.050049
	Iteration 29Q: 3 clusters Score -1.242378e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 94700 members 
Entering Unmasked Estep 
Score: -12423769.000000 Penalty: 3741.050049
	Iteration 30Q: 3 clusters Score -1.242377e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 94861 members 
Entering Unmasked Estep 
Score: -12423779.000000 Penalty: 3741.050049
	Iteration 31Q: 3 clusters Score -1.242378e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 95006 members 
Entering Unmasked Estep 
Score: -12423747.000000 Penalty: 3741.050049
	Iteration 32Q: 3 clusters Score -1.242375e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 95132 members 
Entering Unmasked Estep 
Score: -12423792.000000 Penalty: 3741.050049
	Iteration 33Q: 3 clusters Score -1.242379e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 95240 members 
Entering Unmasked Estep 
Score: -12423783.000000 Penalty: 3741.050049
	Iteration 34Q: 3 clusters Score -1.242378e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 95338 members 
Entering Unmasked Estep 
Score: -12423787.000000 Penalty: 3741.050049
	Iteration 35Q: 3 clusters Score -1.242379e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 95435 members 
Entering Unmasked Estep 
Score: -12423786.000000 Penalty: 3741.050049
	Iteration 36Q: 3 clusters Score -1.242379e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 95526 members 
Entering Unmasked Estep 
Score: -12423767.000000 Penalty: 3741.050049
	Iteration 37Q: 3 clusters Score -1.242377e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 95594 members 
Entering Unmasked Estep 
Score: -12423767.000000 Penalty: 3741.050049
	Iteration 38Q: 3 clusters Score -1.242377e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 95652 members 
Entering Unmasked Estep 
Score: -12423745.000000 Penalty: 3741.050049
	Iteration 39Q: 3 clusters Score -1.242374e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 95694 members 
Entering Unmasked Estep 
Score: -12423741.000000 Penalty: 3741.050049
	Iteration 40F: 3 clusters Score -1.242374e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 95734 members 
Entering Unmasked Estep 
Score: -12423742.000000 Penalty: 3741.050049
	Iteration 41Q: 3 clusters Score -1.242374e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 95764 members 
Entering Unmasked Estep 
Score: -12423735.000000 Penalty: 3741.050049
	Iteration 42Q: 3 clusters Score -1.242374e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 95791 members 
Entering Unmasked Estep 
Score: -12423734.000000 Penalty: 3741.050049
	Iteration 43Q: 3 clusters Score -1.242373e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 95821 members 
Entering Unmasked Estep 
Score: -12423729.000000 Penalty: 3741.050049
	Iteration 44Q: 3 clusters Score -1.242373e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 95838 members 
Entering Unmasked Estep 
Score: -12423719.000000 Penalty: 3741.050049
	Iteration 45Q: 3 clusters Score -1.242372e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 95855 members 
Entering Unmasked Estep 
Score: -12423706.000000 Penalty: 3741.050049
	Iteration 46Q: 3 clusters Score -1.242371e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 95876 members 
Entering Unmasked Estep 
Score: -12423704.000000 Penalty: 3741.050049
	Iteration 47Q: 3 clusters Score -1.24237e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 95904 members 
Entering Unmasked Estep 
Score: -12423697.000000 Penalty: 3741.050049
	Iteration 48Q: 3 clusters Score -1.24237e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 95943 members 
Entering Unmasked Estep 
Score: -12423694.000000 Penalty: 3741.050049
	Iteration 49Q: 3 clusters Score -1.242369e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 95975 members 
Entering Unmasked Estep 
Score: -12423700.000000 Penalty: 3741.050049
	Iteration 50Q: 3 clusters Score -1.24237e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 95998 members 
Entering Unmasked Estep 
Score: -12423693.000000 Penalty: 3741.050049
	Iteration 51Q: 3 clusters Score -1.242369e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 96024 members 
Entering Unmasked Estep 
Score: -12423707.000000 Penalty: 3741.050049
	Iteration 52Q: 3 clusters Score -1.242371e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 96049 members 
Entering Unmasked Estep 
Score: -12423702.000000 Penalty: 3741.050049
	Iteration 53Q: 3 clusters Score -1.24237e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 96068 members 
Entering Unmasked Estep 
Score: -12423683.000000 Penalty: 3741.050049
	Iteration 54Q: 3 clusters Score -1.242368e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 96082 members 
Entering Unmasked Estep 
Score: -12423680.000000 Penalty: 3741.050049
	Iteration 55Q: 3 clusters Score -1.242368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 96091 members 
Entering Unmasked Estep 
Score: -12423692.000000 Penalty: 3741.050049
	Iteration 56Q: 3 clusters Score -1.242369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 96102 members 
Entering Unmasked Estep 
Score: -12423701.000000 Penalty: 3741.050049
	Iteration 57Q: 3 clusters Score -1.24237e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 96115 members 
Entering Unmasked Estep 
Score: -12423685.000000 Penalty: 3741.050049
	Iteration 58Q: 3 clusters Score -1.242368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 96123 members 
Entering Unmasked Estep 
Score: -12423683.000000 Penalty: 3741.050049
	Iteration 59Q: 3 clusters Score -1.242368e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 96132 members 
Entering Unmasked Estep 
Score: -12423682.000000 Penalty: 3741.050049
	Iteration 60F: 3 clusters Score -1.242368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 96139 members 
Entering Unmasked Estep 
Score: -12423682.000000 Penalty: 3741.050049
	Iteration 61Q: 3 clusters Score -1.242368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 96143 members 
Entering Unmasked Estep 
Score: -12423671.000000 Penalty: 3741.050049
	Iteration 62Q: 3 clusters Score -1.242367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 96146 members 
Entering Unmasked Estep 
Score: -12423670.000000 Penalty: 3741.050049
	Iteration 63Q: 3 clusters Score -1.242367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 96148 members 
Entering Unmasked Estep 
Score: -12423676.000000 Penalty: 3741.050049
	Iteration 64Q: 3 clusters Score -1.242368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 96152 members 
Entering Unmasked Estep 
Score: -12423668.000000 Penalty: 3741.050049
	Iteration 65Q: 3 clusters Score -1.242367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 96153 members 
Entering Unmasked Estep 
Score: -12423672.000000 Penalty: 3741.050049
	Iteration 66Q: 3 clusters Score -1.242367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 96154 members 
Entering Unmasked Estep 
Score: -12423671.000000 Penalty: 3741.050049
	Iteration 67Q: 3 clusters Score -1.242367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 96159 members 
Entering Unmasked Estep 
Score: -12423668.000000 Penalty: 3741.050049
	Iteration 68Q: 3 clusters Score -1.242367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 96165 members 
Entering Unmasked Estep 
Score: -12423665.000000 Penalty: 3741.050049
	Iteration 69Q: 3 clusters Score -1.242366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 96170 members 
Entering Unmasked Estep 
Score: -12423665.000000 Penalty: 3741.050049
	Iteration 70Q: 3 clusters Score -1.242366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 96176 members 
Entering Unmasked Estep 
Score: -12423669.000000 Penalty: 3741.050049
	Iteration 71Q: 3 clusters Score -1.242367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 96183 members 
Entering Unmasked Estep 
Score: -12423668.000000 Penalty: 3741.050049
	Iteration 72Q: 3 clusters Score -1.242367e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 96193 members 
Entering Unmasked Estep 
Score: -12423661.000000 Penalty: 3741.050049
	Iteration 73Q: 3 clusters Score -1.242366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 96201 members 
Entering Unmasked Estep 
Score: -12423657.000000 Penalty: 3741.050049
	Iteration 74Q: 3 clusters Score -1.242366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 96212 members 
Entering Unmasked Estep 
Score: -12423670.000000 Penalty: 3741.050049
	Iteration 75Q: 3 clusters Score -1.242367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 96218 members 
Entering Unmasked Estep 
Score: -12423657.000000 Penalty: 3741.050049
	Iteration 76Q: 3 clusters Score -1.242366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 96222 members 
Entering Unmasked Estep 
Score: -12423671.000000 Penalty: 3741.050049
	Iteration 77Q: 3 clusters Score -1.242367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 96227 members 
Entering Unmasked Estep 
Score: -12423680.000000 Penalty: 3741.050049
	Iteration 78Q: 3 clusters Score -1.242368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 96228 members 
Entering Unmasked Estep 
Score: -12423681.000000 Penalty: 3741.050049
	Iteration 79Q: 3 clusters Score -1.242368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 96232 members 
Entering Unmasked Estep 
Score: -12423667.000000 Penalty: 3741.050049
	Iteration 80F: 3 clusters Score -1.242367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 96236 members 
Entering Unmasked Estep 
Score: -12423669.000000 Penalty: 3741.050049
	Iteration 81Q: 3 clusters Score -1.242367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 96238 members 
Entering Unmasked Estep 
Score: -12423674.000000 Penalty: 3741.050049
	Iteration 82Q: 3 clusters Score -1.242367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 96242 members 
Entering Unmasked Estep 
Score: -12423672.000000 Penalty: 3741.050049
	Iteration 83Q: 3 clusters Score -1.242367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 96244 members 
Entering Unmasked Estep 
Score: -12423671.000000 Penalty: 3741.050049
	Iteration 84Q: 3 clusters Score -1.242367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 96245 members 
Entering Unmasked Estep 
Score: -12423673.000000 Penalty: 3741.050049
	Iteration 85Q: 3 clusters Score -1.242367e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 96245 members 
Entering Unmasked Estep 
Score: -12423673.000000 Penalty: 3741.050049
	Iteration 86F: 3 clusters Score -1.242367e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 104655 members 
Mstep: Class 3 contains 7387 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 48181 members 
Mstep: Class 6 contains 9846 members 
Mstep: Class 7 contains 5220 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 7245 members 
Mstep: Class 10 contains 106322 members 
Mstep: Class 11 contains 9466 members 
Mstep: Class 12 contains 109399 members 
Mstep: Class 13 contains 13947 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6550 members 
Mstep: Class 16 contains 8569 members 
Mstep: Class 17 contains 23132 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 3555 members 
Mstep: Class 20 contains 13233 members 
Mstep: Class 21 contains 59066 members 
Mstep: Class 22 contains 1465 members 
Mstep: Class 23 contains 4919 members 
Mstep: Class 24 contains 9734 members 
Mstep: Class 25 contains 83821 members 
Mstep: Class 26 contains 38617 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 113006 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2883 members 
Mstep: Class 31 contains 4465 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3938 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6451 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 96245 members 
Entering Unmasked Estep 
Score: -111755888.000000 Penalty: 91479.007812
Splitting cluster 19 changes total score from -111755536.000000 to -111755888.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 20 (13233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Entering Unmasked Estep 
Score: -1594619.000000 Penalty: 1542.201172
	Iteration 0F: 2 clusters Score -1594619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1585457.625000 Penalty: 3084.402344
	Iteration 0F: 3 clusters Score -1585458 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1588951.125000 Penalty: 3084.402344
	Iteration 1F: 3 clusters Score -1588951 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1589541.875000 Penalty: 3084.402344
	Iteration 2F: 3 clusters Score -1589542 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1590397.875000 Penalty: 3084.402344
	Iteration 3F: 3 clusters Score -1590398 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1591424.875000 Penalty: 3084.402344
	Iteration 4F: 3 clusters Score -1591425 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1592273.875000 Penalty: 3084.402344
	Iteration 5F: 3 clusters Score -1592274 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1592897.125000 Penalty: 3084.402344
	Iteration 6F: 3 clusters Score -1592897 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1593270.250000 Penalty: 3084.402344
	Iteration 7Q: 3 clusters Score -1593270 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1593468.875000 Penalty: 3084.402344
	Iteration 8Q: 3 clusters Score -1593469 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1593567.500000 Penalty: 3084.402344
	Iteration 9Q: 3 clusters Score -1593568 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1593628.500000 Penalty: 3084.402344
	Iteration 10Q: 3 clusters Score -1593628 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1593673.250000 Penalty: 3084.402344
	Iteration 11Q: 3 clusters Score -1593673 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1593709.875000 Penalty: 3084.402344
	Iteration 12Q: 3 clusters Score -1593710 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1593742.375000 Penalty: 3084.402344
	Iteration 13Q: 3 clusters Score -1593742 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1593751.375000 Penalty: 3084.402344
	Iteration 14Q: 3 clusters Score -1593751 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1593769.625000 Penalty: 3084.402344
	Iteration 15Q: 3 clusters Score -1593770 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1593786.125000 Penalty: 3084.402344
	Iteration 16Q: 3 clusters Score -1593786 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1593804.875000 Penalty: 3084.402344
	Iteration 17Q: 3 clusters Score -1593805 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1593816.000000 Penalty: 3084.402344
	Iteration 18Q: 3 clusters Score -1593816 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1593824.500000 Penalty: 3084.402344
	Iteration 19Q: 3 clusters Score -1593824 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1593839.375000 Penalty: 3084.402344
	Iteration 20F: 3 clusters Score -1593839 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1593852.875000 Penalty: 3084.402344
	Iteration 21Q: 3 clusters Score -1593853 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1593869.625000 Penalty: 3084.402344
	Iteration 22Q: 3 clusters Score -1593870 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1593887.000000 Penalty: 3084.402344
	Iteration 23Q: 3 clusters Score -1593887 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1593899.500000 Penalty: 3084.402344
	Iteration 24Q: 3 clusters Score -1593900 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1593913.875000 Penalty: 3084.402344
	Iteration 25Q: 3 clusters Score -1593914 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1593922.125000 Penalty: 3084.402344
	Iteration 26Q: 3 clusters Score -1593922 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1593935.750000 Penalty: 3084.402344
	Iteration 27Q: 3 clusters Score -1593936 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1593941.250000 Penalty: 3084.402344
	Iteration 28Q: 3 clusters Score -1593941 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1593955.625000 Penalty: 3084.402344
	Iteration 29Q: 3 clusters Score -1593956 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1593964.000000 Penalty: 3084.402344
	Iteration 30Q: 3 clusters Score -1593964 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1593972.125000 Penalty: 3084.402344
	Iteration 31Q: 3 clusters Score -1593972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1593978.000000 Penalty: 3084.402344
	Iteration 32Q: 3 clusters Score -1593978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1593985.125000 Penalty: 3084.402344
	Iteration 33Q: 3 clusters Score -1593985 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1593994.625000 Penalty: 3084.402344
	Iteration 34Q: 3 clusters Score -1593995 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1594007.000000 Penalty: 3084.402344
	Iteration 35Q: 3 clusters Score -1594007 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1594012.750000 Penalty: 3084.402344
	Iteration 36Q: 3 clusters Score -1594013 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1594022.500000 Penalty: 3084.402344
	Iteration 37Q: 3 clusters Score -1594022 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1594031.125000 Penalty: 3084.402344
	Iteration 38Q: 3 clusters Score -1594031 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1594048.125000 Penalty: 3084.402344
	Iteration 39Q: 3 clusters Score -1594048 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1594066.875000 Penalty: 3084.402344
	Iteration 40F: 3 clusters Score -1594067 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1594085.000000 Penalty: 3084.402344
	Iteration 41Q: 3 clusters Score -1594085 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1594097.625000 Penalty: 3084.402344
	Iteration 42Q: 3 clusters Score -1594098 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1594105.375000 Penalty: 3084.402344
	Iteration 43Q: 3 clusters Score -1594105 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1594118.000000 Penalty: 3084.402344
	Iteration 44Q: 3 clusters Score -1594118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1594125.375000 Penalty: 3084.402344
	Iteration 45Q: 3 clusters Score -1594125 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1594141.875000 Penalty: 3084.402344
	Iteration 46Q: 3 clusters Score -1594142 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1594163.375000 Penalty: 3084.402344
	Iteration 47Q: 3 clusters Score -1594163 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1594178.375000 Penalty: 3084.402344
	Iteration 48Q: 3 clusters Score -1594178 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1594205.250000 Penalty: 3084.402344
	Iteration 49Q: 3 clusters Score -1594205 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1594234.375000 Penalty: 3084.402344
	Iteration 50Q: 3 clusters Score -1594234 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1594269.500000 Penalty: 3084.402344
	Iteration 51Q: 3 clusters Score -1594270 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1594314.875000 Penalty: 3084.402344
	Iteration 52Q: 3 clusters Score -1594315 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1594408.125000 Penalty: 3084.402344
	Iteration 53Q: 3 clusters Score -1594408 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1594652.875000 Penalty: 3084.402344
	Iteration 54Q: 3 clusters Score -1594653 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1594843.625000 Penalty: 3084.402344
	Iteration 55Q: 3 clusters Score -1594844 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1594915.625000 Penalty: 3084.402344
	Iteration 56Q: 3 clusters Score -1594916 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1594937.875000 Penalty: 3084.402344
	Iteration 57Q: 3 clusters Score -1594938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1594950.750000 Penalty: 3084.402344
	Iteration 58Q: 3 clusters Score -1594951 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1594952.500000 Penalty: 3084.402344
	Iteration 59Q: 3 clusters Score -1594952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1594958.375000 Penalty: 3084.402344
	Iteration 60F: 3 clusters Score -1594958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1594961.000000 Penalty: 3084.402344
	Iteration 61Q: 3 clusters Score -1594961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1594964.000000 Penalty: 3084.402344
	Iteration 62Q: 3 clusters Score -1594964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1594966.000000 Penalty: 3084.402344
	Iteration 63Q: 3 clusters Score -1594966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1594967.875000 Penalty: 3084.402344
	Iteration 64Q: 3 clusters Score -1594968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1594968.500000 Penalty: 3084.402344
	Iteration 65Q: 3 clusters Score -1594968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1594965.250000 Penalty: 3084.402344
	Iteration 66Q: 3 clusters Score -1594965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1594965.250000 Penalty: 3084.402344
	Iteration 67F: 3 clusters Score -1594965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 104655 members 
Mstep: Class 3 contains 7387 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 48181 members 
Mstep: Class 6 contains 9846 members 
Mstep: Class 7 contains 5220 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 7245 members 
Mstep: Class 10 contains 106322 members 
Mstep: Class 11 contains 9466 members 
Mstep: Class 12 contains 109399 members 
Mstep: Class 13 contains 13947 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6550 members 
Mstep: Class 16 contains 8569 members 
Mstep: Class 17 contains 23132 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 3555 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 59066 members 
Mstep: Class 22 contains 1465 members 
Mstep: Class 23 contains 4919 members 
Mstep: Class 24 contains 9734 members 
Mstep: Class 25 contains 83821 members 
Mstep: Class 26 contains 38617 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 113006 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2883 members 
Mstep: Class 31 contains 4465 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3938 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6451 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 96245 members 
Mstep: Class 42 contains 11774 members 
Entering Unmasked Estep 
Score: -111755600.000000 Penalty: 93710.203125
Splitting cluster 20 changes total score from -111755536.000000 to -111755600.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 21 (59066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59066 members 
Entering Unmasked Estep 
Score: -7241698.000000 Penalty: 1785.291748
	Iteration 0F: 2 clusters Score -7241698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -7202247.500000 Penalty: 3570.583496
	Iteration 0F: 3 clusters Score -7202248 nChanged 27795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -7217814.500000 Penalty: 3570.583496
	Iteration 1F: 3 clusters Score -7217814 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -7218383.000000 Penalty: 3570.583496
	Iteration 2Q: 3 clusters Score -7218383 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -7218924.500000 Penalty: 3570.583496
	Iteration 3Q: 3 clusters Score -7218924 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -7219566.000000 Penalty: 3570.583496
	Iteration 4Q: 3 clusters Score -7219566 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -7220396.500000 Penalty: 3570.583496
	Iteration 5Q: 3 clusters Score -7220396 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -7221678.000000 Penalty: 3570.583496
	Iteration 6Q: 3 clusters Score -7221678 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -7223648.500000 Penalty: 3570.583496
	Iteration 7F: 3 clusters Score -7223648 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -7226739.500000 Penalty: 3570.583496
	Iteration 8F: 3 clusters Score -7226740 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -7230643.500000 Penalty: 3570.583496
	Iteration 9F: 3 clusters Score -7230644 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53110 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -7234604.500000 Penalty: 3570.583496
	Iteration 10F: 3 clusters Score -7234604 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56288 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -7237580.500000 Penalty: 3570.583496
	Iteration 11F: 3 clusters Score -7237580 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57969 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -7239137.000000 Penalty: 3570.583496
	Iteration 12Q: 3 clusters Score -7239137 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58607 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7239750.000000 Penalty: 3570.583496
	Iteration 13Q: 3 clusters Score -7239750 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58808 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7239962.500000 Penalty: 3570.583496
	Iteration 14Q: 3 clusters Score -7239962 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58863 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7240034.500000 Penalty: 3570.583496
	Iteration 15Q: 3 clusters Score -7240034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58884 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -7240077.500000 Penalty: 3570.583496
	Iteration 16Q: 3 clusters Score -7240078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58897 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -7240127.000000 Penalty: 3570.583496
	Iteration 17Q: 3 clusters Score -7240127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58896 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -7240143.500000 Penalty: 3570.583496
	Iteration 18Q: 3 clusters Score -7240144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58898 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -7240150.500000 Penalty: 3570.583496
	Iteration 19Q: 3 clusters Score -7240150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58901 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -7240156.500000 Penalty: 3570.583496
	Iteration 20F: 3 clusters Score -7240156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58903 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -7240160.500000 Penalty: 3570.583496
	Iteration 21Q: 3 clusters Score -7240160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58903 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -7240160.500000 Penalty: 3570.583496
	Iteration 22F: 3 clusters Score -7240160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Entering Unmasked Estep 
Score: -156938.734375 Penalty: 1184.561646
	Iteration 0F: 2 clusters Score -156938.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -155197.031250 Penalty: 2369.123291
	Iteration 0F: 3 clusters Score -155197 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -155560.703125 Penalty: 2369.123291
	Iteration 1F: 3 clusters Score -155560.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -155751.984375 Penalty: 2369.123291
	Iteration 2F: 3 clusters Score -155752 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -155936.468750 Penalty: 2369.123291
	Iteration 3F: 3 clusters Score -155936.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -156021.562500 Penalty: 2369.123291
	Iteration 4Q: 3 clusters Score -156021.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -156081.734375 Penalty: 2369.123291
	Iteration 5Q: 3 clusters Score -156081.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -156116.578125 Penalty: 2369.123291
	Iteration 6Q: 3 clusters Score -156116.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -156151.156250 Penalty: 2369.123291
	Iteration 7Q: 3 clusters Score -156151.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -156173.843750 Penalty: 2369.123291
	Iteration 8Q: 3 clusters Score -156173.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -156191.640625 Penalty: 2369.123291
	Iteration 9Q: 3 clusters Score -156191.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -156207.531250 Penalty: 2369.123291
	Iteration 10Q: 3 clusters Score -156207.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -156226.140625 Penalty: 2369.123291
	Iteration 11Q: 3 clusters Score -156226.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -156240.859375 Penalty: 2369.123291
	Iteration 12Q: 3 clusters Score -156240.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -156257.984375 Penalty: 2369.123291
	Iteration 13Q: 3 clusters Score -156258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -156285.250000 Penalty: 2369.123291
	Iteration 14Q: 3 clusters Score -156285.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -156304.484375 Penalty: 2369.123291
	Iteration 15Q: 3 clusters Score -156304.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -156320.171875 Penalty: 2369.123291
	Iteration 16Q: 3 clusters Score -156320.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -156333.500000 Penalty: 2369.123291
	Iteration 17Q: 3 clusters Score -156333.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -156343.421875 Penalty: 2369.123291
	Iteration 18Q: 3 clusters Score -156343.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -156352.281250 Penalty: 2369.123291
	Iteration 19Q: 3 clusters Score -156352.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -156359.687500 Penalty: 2369.123291
	Iteration 20F: 3 clusters Score -156359.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -156363.406250 Penalty: 2369.123291
	Iteration 21Q: 3 clusters Score -156363.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -156364.656250 Penalty: 2369.123291
	Iteration 22Q: 3 clusters Score -156364.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -156364.718750 Penalty: 2369.123291
	Iteration 23Q: 3 clusters Score -156364.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -156365.890625 Penalty: 2369.123291
	Iteration 24Q: 3 clusters Score -156365.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -156368.046875 Penalty: 2369.123291
	Iteration 25Q: 3 clusters Score -156368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -156368.046875 Penalty: 2369.123291
	Iteration 26F: 3 clusters Score -156368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Entering Unmasked Estep 
Score: -612861.875000 Penalty: 1381.389771
	Iteration 0F: 2 clusters Score -612861.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -608895.437500 Penalty: 2762.779541
	Iteration 0F: 3 clusters Score -608895.4 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -609992.812500 Penalty: 2762.779541
	Iteration 1F: 3 clusters Score -609992.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -610173.312500 Penalty: 2762.779541
	Iteration 2F: 3 clusters Score -610173.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -610316.500000 Penalty: 2762.779541
	Iteration 3F: 3 clusters Score -610316.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -610426.125000 Penalty: 2762.779541
	Iteration 4Q: 3 clusters Score -610426.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -610520.562500 Penalty: 2762.779541
	Iteration 5Q: 3 clusters Score -610520.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -610599.375000 Penalty: 2762.779541
	Iteration 6Q: 3 clusters Score -610599.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -610667.625000 Penalty: 2762.779541
	Iteration 7Q: 3 clusters Score -610667.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -610730.062500 Penalty: 2762.779541
	Iteration 8Q: 3 clusters Score -610730.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -610799.062500 Penalty: 2762.779541
	Iteration 9Q: 3 clusters Score -610799.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -610851.000000 Penalty: 2762.779541
	Iteration 10Q: 3 clusters Score -610851 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -610889.750000 Penalty: 2762.779541
	Iteration 11Q: 3 clusters Score -610889.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -610927.125000 Penalty: 2762.779541
	Iteration 12Q: 3 clusters Score -610927.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -610957.437500 Penalty: 2762.779541
	Iteration 13Q: 3 clusters Score -610957.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -610985.375000 Penalty: 2762.779541
	Iteration 14Q: 3 clusters Score -610985.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -611015.312500 Penalty: 2762.779541
	Iteration 15Q: 3 clusters Score -611015.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -611033.750000 Penalty: 2762.779541
	Iteration 16Q: 3 clusters Score -611033.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -611051.625000 Penalty: 2762.779541
	Iteration 17Q: 3 clusters Score -611051.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -611069.312500 Penalty: 2762.779541
	Iteration 18Q: 3 clusters Score -611069.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -611087.875000 Penalty: 2762.779541
	Iteration 19Q: 3 clusters Score -611087.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -611106.562500 Penalty: 2762.779541
	Iteration 20F: 3 clusters Score -611106.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -611135.500000 Penalty: 2762.779541
	Iteration 21Q: 3 clusters Score -611135.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -611163.937500 Penalty: 2762.779541
	Iteration 22Q: 3 clusters Score -611163.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -611188.375000 Penalty: 2762.779541
	Iteration 23Q: 3 clusters Score -611188.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -611212.625000 Penalty: 2762.779541
	Iteration 24Q: 3 clusters Score -611212.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -611241.750000 Penalty: 2762.779541
	Iteration 25Q: 3 clusters Score -611241.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -611270.375000 Penalty: 2762.779541
	Iteration 26Q: 3 clusters Score -611270.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -611297.937500 Penalty: 2762.779541
	Iteration 27Q: 3 clusters Score -611297.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -611326.375000 Penalty: 2762.779541
	Iteration 28Q: 3 clusters Score -611326.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -611356.250000 Penalty: 2762.779541
	Iteration 29Q: 3 clusters Score -611356.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -611376.250000 Penalty: 2762.779541
	Iteration 30Q: 3 clusters Score -611376.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -611391.125000 Penalty: 2762.779541
	Iteration 31Q: 3 clusters Score -611391.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -611406.875000 Penalty: 2762.779541
	Iteration 32Q: 3 clusters Score -611406.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -611424.125000 Penalty: 2762.779541
	Iteration 33Q: 3 clusters Score -611424.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -611434.312500 Penalty: 2762.779541
	Iteration 34Q: 3 clusters Score -611434.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -611443.500000 Penalty: 2762.779541
	Iteration 35Q: 3 clusters Score -611443.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -611447.937500 Penalty: 2762.779541
	Iteration 36Q: 3 clusters Score -611447.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -611453.437500 Penalty: 2762.779541
	Iteration 37Q: 3 clusters Score -611453.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -611458.875000 Penalty: 2762.779541
	Iteration 38Q: 3 clusters Score -611458.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -611462.750000 Penalty: 2762.779541
	Iteration 39Q: 3 clusters Score -611462.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -611466.000000 Penalty: 2762.779541
	Iteration 40F: 3 clusters Score -611466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -611469.250000 Penalty: 2762.779541
	Iteration 41Q: 3 clusters Score -611469.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -611473.312500 Penalty: 2762.779541
	Iteration 42Q: 3 clusters Score -611473.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -611476.187500 Penalty: 2762.779541
	Iteration 43Q: 3 clusters Score -611476.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -611480.062500 Penalty: 2762.779541
	Iteration 44Q: 3 clusters Score -611480.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -611485.875000 Penalty: 2762.779541
	Iteration 45Q: 3 clusters Score -611485.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -611491.812500 Penalty: 2762.779541
	Iteration 46Q: 3 clusters Score -611491.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -611496.375000 Penalty: 2762.779541
	Iteration 47Q: 3 clusters Score -611496.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -611500.125000 Penalty: 2762.779541
	Iteration 48Q: 3 clusters Score -611500.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -611505.375000 Penalty: 2762.779541
	Iteration 49Q: 3 clusters Score -611505.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -611510.937500 Penalty: 2762.779541
	Iteration 50Q: 3 clusters Score -611510.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -611514.437500 Penalty: 2762.779541
	Iteration 51Q: 3 clusters Score -611514.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -611517.500000 Penalty: 2762.779541
	Iteration 52Q: 3 clusters Score -611517.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -611522.187500 Penalty: 2762.779541
	Iteration 53Q: 3 clusters Score -611522.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -611527.875000 Penalty: 2762.779541
	Iteration 54Q: 3 clusters Score -611527.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -611534.375000 Penalty: 2762.779541
	Iteration 55Q: 3 clusters Score -611534.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -611544.562500 Penalty: 2762.779541
	Iteration 56Q: 3 clusters Score -611544.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -611551.312500 Penalty: 2762.779541
	Iteration 57Q: 3 clusters Score -611551.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -611559.000000 Penalty: 2762.779541
	Iteration 58Q: 3 clusters Score -611559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -611566.562500 Penalty: 2762.779541
	Iteration 59Q: 3 clusters Score -611566.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -611570.500000 Penalty: 2762.779541
	Iteration 60F: 3 clusters Score -611570.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -611573.312500 Penalty: 2762.779541
	Iteration 61Q: 3 clusters Score -611573.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -611577.375000 Penalty: 2762.779541
	Iteration 62Q: 3 clusters Score -611577.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -611578.250000 Penalty: 2762.779541
	Iteration 63Q: 3 clusters Score -611578.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -611582.500000 Penalty: 2762.779541
	Iteration 64Q: 3 clusters Score -611582.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -611585.625000 Penalty: 2762.779541
	Iteration 65Q: 3 clusters Score -611585.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -611593.875000 Penalty: 2762.779541
	Iteration 66Q: 3 clusters Score -611593.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -611601.250000 Penalty: 2762.779541
	Iteration 67Q: 3 clusters Score -611601.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -611607.687500 Penalty: 2762.779541
	Iteration 68Q: 3 clusters Score -611607.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -611612.875000 Penalty: 2762.779541
	Iteration 69Q: 3 clusters Score -611612.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -611618.437500 Penalty: 2762.779541
	Iteration 70Q: 3 clusters Score -611618.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -611621.875000 Penalty: 2762.779541
	Iteration 71Q: 3 clusters Score -611621.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -611627.750000 Penalty: 2762.779541
	Iteration 72Q: 3 clusters Score -611627.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -611633.062500 Penalty: 2762.779541
	Iteration 73Q: 3 clusters Score -611633.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -611635.875000 Penalty: 2762.779541
	Iteration 74Q: 3 clusters Score -611635.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -611637.750000 Penalty: 2762.779541
	Iteration 75Q: 3 clusters Score -611637.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -611640.375000 Penalty: 2762.779541
	Iteration 76Q: 3 clusters Score -611640.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -611641.562500 Penalty: 2762.779541
	Iteration 77Q: 3 clusters Score -611641.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -611641.937500 Penalty: 2762.779541
	Iteration 78Q: 3 clusters Score -611641.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -611643.687500 Penalty: 2762.779541
	Iteration 79Q: 3 clusters Score -611643.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -611645.625000 Penalty: 2762.779541
	Iteration 80F: 3 clusters Score -611645.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -611646.562500 Penalty: 2762.779541
	Iteration 81Q: 3 clusters Score -611646.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -611646.562500 Penalty: 2762.779541
	Iteration 82Q: 3 clusters Score -611646.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -611647.937500 Penalty: 2762.779541
	Iteration 83Q: 3 clusters Score -611647.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -611648.000000 Penalty: 2762.779541
	Iteration 84Q: 3 clusters Score -611648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -611648.000000 Penalty: 2762.779541
	Iteration 85F: 3 clusters Score -611648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Entering Unmasked Estep 
Score: -1205347.750000 Penalty: 1492.299316
	Iteration 0F: 2 clusters Score -1205348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1198366.250000 Penalty: 2984.598633
	Iteration 0F: 3 clusters Score -1198366 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1200699.250000 Penalty: 2984.598633
	Iteration 1F: 3 clusters Score -1200699 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1200990.625000 Penalty: 2984.598633
	Iteration 2F: 3 clusters Score -1200991 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1201247.000000 Penalty: 2984.598633
	Iteration 3F: 3 clusters Score -1201247 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1201485.000000 Penalty: 2984.598633
	Iteration 4Q: 3 clusters Score -1201485 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1201685.875000 Penalty: 2984.598633
	Iteration 5Q: 3 clusters Score -1201686 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1201886.000000 Penalty: 2984.598633
	Iteration 6Q: 3 clusters Score -1201886 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1202044.875000 Penalty: 2984.598633
	Iteration 7Q: 3 clusters Score -1202045 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1202190.750000 Penalty: 2984.598633
	Iteration 8Q: 3 clusters Score -1202191 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1202361.125000 Penalty: 2984.598633
	Iteration 9Q: 3 clusters Score -1202361 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1202549.500000 Penalty: 2984.598633
	Iteration 10Q: 3 clusters Score -1202550 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1202745.500000 Penalty: 2984.598633
	Iteration 11Q: 3 clusters Score -1202746 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1202947.875000 Penalty: 2984.598633
	Iteration 12Q: 3 clusters Score -1202948 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1203134.750000 Penalty: 2984.598633
	Iteration 13Q: 3 clusters Score -1203135 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1203306.875000 Penalty: 2984.598633
	Iteration 14Q: 3 clusters Score -1203307 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1203454.625000 Penalty: 2984.598633
	Iteration 15Q: 3 clusters Score -1203455 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1203557.625000 Penalty: 2984.598633
	Iteration 16Q: 3 clusters Score -1203558 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1203672.750000 Penalty: 2984.598633
	Iteration 17Q: 3 clusters Score -1203673 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1203767.375000 Penalty: 2984.598633
	Iteration 18Q: 3 clusters Score -1203767 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1203865.625000 Penalty: 2984.598633
	Iteration 19Q: 3 clusters Score -1203866 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1203960.375000 Penalty: 2984.598633
	Iteration 20F: 3 clusters Score -1203960 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1204020.375000 Penalty: 2984.598633
	Iteration 21Q: 3 clusters Score -1204020 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1204068.625000 Penalty: 2984.598633
	Iteration 22Q: 3 clusters Score -1204069 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1204101.625000 Penalty: 2984.598633
	Iteration 23Q: 3 clusters Score -1204102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1204122.500000 Penalty: 2984.598633
	Iteration 24Q: 3 clusters Score -1204122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1204137.250000 Penalty: 2984.598633
	Iteration 25Q: 3 clusters Score -1204137 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1204144.875000 Penalty: 2984.598633
	Iteration 26Q: 3 clusters Score -1204145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1204153.375000 Penalty: 2984.598633
	Iteration 27Q: 3 clusters Score -1204153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1204161.125000 Penalty: 2984.598633
	Iteration 28Q: 3 clusters Score -1204161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1204168.125000 Penalty: 2984.598633
	Iteration 29Q: 3 clusters Score -1204168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1204176.625000 Penalty: 2984.598633
	Iteration 30Q: 3 clusters Score -1204177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1204185.000000 Penalty: 2984.598633
	Iteration 31Q: 3 clusters Score -1204185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1204193.625000 Penalty: 2984.598633
	Iteration 32Q: 3 clusters Score -1204194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1204197.750000 Penalty: 2984.598633
	Iteration 33Q: 3 clusters Score -1204198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1204206.750000 Penalty: 2984.598633
	Iteration 34Q: 3 clusters Score -1204207 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1204218.500000 Penalty: 2984.598633
	Iteration 35Q: 3 clusters Score -1204218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1204221.750000 Penalty: 2984.598633
	Iteration 36Q: 3 clusters Score -1204222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1204236.500000 Penalty: 2984.598633
	Iteration 37Q: 3 clusters Score -1204236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1204244.250000 Penalty: 2984.598633
	Iteration 38Q: 3 clusters Score -1204244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1204251.125000 Penalty: 2984.598633
	Iteration 39Q: 3 clusters Score -1204251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1204257.875000 Penalty: 2984.598633
	Iteration 40F: 3 clusters Score -1204258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1204265.250000 Penalty: 2984.598633
	Iteration 41Q: 3 clusters Score -1204265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1204267.625000 Penalty: 2984.598633
	Iteration 42Q: 3 clusters Score -1204268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1204273.625000 Penalty: 2984.598633
	Iteration 43Q: 3 clusters Score -1204274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1204278.750000 Penalty: 2984.598633
	Iteration 44Q: 3 clusters Score -1204279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1204284.125000 Penalty: 2984.598633
	Iteration 45Q: 3 clusters Score -1204284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1204286.500000 Penalty: 2984.598633
	Iteration 46Q: 3 clusters Score -1204286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1204288.125000 Penalty: 2984.598633
	Iteration 47Q: 3 clusters Score -1204288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1204291.250000 Penalty: 2984.598633
	Iteration 48Q: 3 clusters Score -1204291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1204294.250000 Penalty: 2984.598633
	Iteration 49Q: 3 clusters Score -1204294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1204295.750000 Penalty: 2984.598633
	Iteration 50Q: 3 clusters Score -1204296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1204295.625000 Penalty: 2984.598633
	Iteration 51Q: 3 clusters Score -1204296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1204296.375000 Penalty: 2984.598633
	Iteration 52Q: 3 clusters Score -1204296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1204298.125000 Penalty: 2984.598633
	Iteration 53Q: 3 clusters Score -1204298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1204296.750000 Penalty: 2984.598633
	Iteration 54Q: 3 clusters Score -1204297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1204297.625000 Penalty: 2984.598633
	Iteration 55Q: 3 clusters Score -1204298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1204297.625000 Penalty: 2984.598633
	Iteration 56Q: 3 clusters Score -1204298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1204297.750000 Penalty: 2984.598633
	Iteration 57Q: 3 clusters Score -1204298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1204297.750000 Penalty: 2984.598633
	Iteration 58F: 3 clusters Score -1204298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (83821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83821 members 
Entering Unmasked Estep 
Score: -10194316.000000 Penalty: 1842.171387
	Iteration 0F: 2 clusters Score -1.019432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -10138226.000000 Penalty: 3684.342773
	Iteration 0F: 3 clusters Score -1.013823e+07 nChanged 39875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -10161477.000000 Penalty: 3684.342773
	Iteration 1F: 3 clusters Score -1.016148e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -10162433.000000 Penalty: 3684.342773
	Iteration 2Q: 3 clusters Score -1.016243e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -10163834.000000 Penalty: 3684.342773
	Iteration 3Q: 3 clusters Score -1.016383e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48825 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -10165486.000000 Penalty: 3684.342773
	Iteration 4Q: 3 clusters Score -1.016549e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52328 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -10167752.000000 Penalty: 3684.342773
	Iteration 5F: 3 clusters Score -1.016775e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -10170527.000000 Penalty: 3684.342773
	Iteration 6F: 3 clusters Score -1.017053e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62031 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -10174148.000000 Penalty: 3684.342773
	Iteration 7F: 3 clusters Score -1.017415e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67767 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -10178441.000000 Penalty: 3684.342773
	Iteration 8F: 3 clusters Score -1.017844e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73244 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -10183037.000000 Penalty: 3684.342773
	Iteration 9F: 3 clusters Score -1.018304e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77811 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -10187354.000000 Penalty: 3684.342773
	Iteration 10F: 3 clusters Score -1.018735e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80901 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -10190224.000000 Penalty: 3684.342773
	Iteration 11Q: 3 clusters Score -1.019022e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82441 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -10191627.000000 Penalty: 3684.342773
	Iteration 12Q: 3 clusters Score -1.019163e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83094 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -10192233.000000 Penalty: 3684.342773
	Iteration 13Q: 3 clusters Score -1.019223e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83339 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -10192502.000000 Penalty: 3684.342773
	Iteration 14Q: 3 clusters Score -1.01925e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83439 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -10192617.000000 Penalty: 3684.342773
	Iteration 15Q: 3 clusters Score -1.019262e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83493 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -10192689.000000 Penalty: 3684.342773
	Iteration 16Q: 3 clusters Score -1.019269e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83512 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -10192718.000000 Penalty: 3684.342773
	Iteration 17Q: 3 clusters Score -1.019272e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83528 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -10192735.000000 Penalty: 3684.342773
	Iteration 18Q: 3 clusters Score -1.019274e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83536 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10192741.000000 Penalty: 3684.342773
	Iteration 19Q: 3 clusters Score -1.019274e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83539 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -10192748.000000 Penalty: 3684.342773
	Iteration 20F: 3 clusters Score -1.019275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83544 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -10192748.000000 Penalty: 3684.342773
	Iteration 21Q: 3 clusters Score -1.019275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83541 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -10192757.000000 Penalty: 3684.342773
	Iteration 22Q: 3 clusters Score -1.019276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83542 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -10192758.000000 Penalty: 3684.342773
	Iteration 23Q: 3 clusters Score -1.019276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83541 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -10192762.000000 Penalty: 3684.342773
	Iteration 24Q: 3 clusters Score -1.019276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83543 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -10192759.000000 Penalty: 3684.342773
	Iteration 25Q: 3 clusters Score -1.019276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83547 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -10192753.000000 Penalty: 3684.342773
	Iteration 26Q: 3 clusters Score -1.019275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83549 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -10192750.000000 Penalty: 3684.342773
	Iteration 27Q: 3 clusters Score -1.019275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83550 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -10192749.000000 Penalty: 3684.342773
	Iteration 28Q: 3 clusters Score -1.019275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83552 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -10192754.000000 Penalty: 3684.342773
	Iteration 29Q: 3 clusters Score -1.019275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83554 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -10192759.000000 Penalty: 3684.342773
	Iteration 30Q: 3 clusters Score -1.019276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83555 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -10192760.000000 Penalty: 3684.342773
	Iteration 31Q: 3 clusters Score -1.019276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83558 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -10192762.000000 Penalty: 3684.342773
	Iteration 32Q: 3 clusters Score -1.019276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83561 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -10192775.000000 Penalty: 3684.342773
	Iteration 33Q: 3 clusters Score -1.019278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83563 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -10192773.000000 Penalty: 3684.342773
	Iteration 34Q: 3 clusters Score -1.019277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83565 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -10192781.000000 Penalty: 3684.342773
	Iteration 35Q: 3 clusters Score -1.019278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83564 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -10192774.000000 Penalty: 3684.342773
	Iteration 36Q: 3 clusters Score -1.019277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83564 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -10192774.000000 Penalty: 3684.342773
	Iteration 37F: 3 clusters Score -1.019277e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (38617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Entering Unmasked Estep 
Score: -4816751.500000 Penalty: 1716.235352
	Iteration 0F: 2 clusters Score -4816752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -4790996.000000 Penalty: 3432.470703
	Iteration 0F: 3 clusters Score -4790996 nChanged 18043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -4801559.000000 Penalty: 3432.470703
	Iteration 1F: 3 clusters Score -4801559 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -4802424.000000 Penalty: 3432.470703
	Iteration 2F: 3 clusters Score -4802424 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -4803462.500000 Penalty: 3432.470703
	Iteration 3F: 3 clusters Score -4803462 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -4804701.500000 Penalty: 3432.470703
	Iteration 4F: 3 clusters Score -4804702 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -4806196.000000 Penalty: 3432.470703
	Iteration 5F: 3 clusters Score -4806196 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -4807911.000000 Penalty: 3432.470703
	Iteration 6F: 3 clusters Score -4807911 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -4809671.000000 Penalty: 3432.470703
	Iteration 7F: 3 clusters Score -4809671 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -4811231.500000 Penalty: 3432.470703
	Iteration 8F: 3 clusters Score -4811232 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -4812350.000000 Penalty: 3432.470703
	Iteration 9Q: 3 clusters Score -4812350 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -4812967.000000 Penalty: 3432.470703
	Iteration 10Q: 3 clusters Score -4812967 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -4813409.500000 Penalty: 3432.470703
	Iteration 11Q: 3 clusters Score -4813410 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -4813738.500000 Penalty: 3432.470703
	Iteration 12Q: 3 clusters Score -4813738 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -4814081.000000 Penalty: 3432.470703
	Iteration 13Q: 3 clusters Score -4814081 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -4814374.000000 Penalty: 3432.470703
	Iteration 14Q: 3 clusters Score -4814374 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -4814572.000000 Penalty: 3432.470703
	Iteration 15Q: 3 clusters Score -4814572 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -4814738.000000 Penalty: 3432.470703
	Iteration 16Q: 3 clusters Score -4814738 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -4814886.000000 Penalty: 3432.470703
	Iteration 17Q: 3 clusters Score -4814886 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -4814979.500000 Penalty: 3432.470703
	Iteration 18Q: 3 clusters Score -4814980 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -4815065.500000 Penalty: 3432.470703
	Iteration 19Q: 3 clusters Score -4815066 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -4815130.000000 Penalty: 3432.470703
	Iteration 20F: 3 clusters Score -4815130 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -4815195.500000 Penalty: 3432.470703
	Iteration 21Q: 3 clusters Score -4815196 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -4815239.500000 Penalty: 3432.470703
	Iteration 22Q: 3 clusters Score -4815240 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4815280.000000 Penalty: 3432.470703
	Iteration 23Q: 3 clusters Score -4815280 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4815297.500000 Penalty: 3432.470703
	Iteration 24Q: 3 clusters Score -4815298 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4815314.500000 Penalty: 3432.470703
	Iteration 25Q: 3 clusters Score -4815314 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4815341.500000 Penalty: 3432.470703
	Iteration 26Q: 3 clusters Score -4815342 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -4815355.000000 Penalty: 3432.470703
	Iteration 27Q: 3 clusters Score -4815355 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4815373.000000 Penalty: 3432.470703
	Iteration 28Q: 3 clusters Score -4815373 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4815396.500000 Penalty: 3432.470703
	Iteration 29Q: 3 clusters Score -4815396 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4815419.500000 Penalty: 3432.470703
	Iteration 30Q: 3 clusters Score -4815420 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4815427.000000 Penalty: 3432.470703
	Iteration 31Q: 3 clusters Score -4815427 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4815446.500000 Penalty: 3432.470703
	Iteration 32Q: 3 clusters Score -4815446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4815449.000000 Penalty: 3432.470703
	Iteration 33Q: 3 clusters Score -4815449 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4815461.500000 Penalty: 3432.470703
	Iteration 34Q: 3 clusters Score -4815462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4815473.500000 Penalty: 3432.470703
	Iteration 35Q: 3 clusters Score -4815474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4815486.000000 Penalty: 3432.470703
	Iteration 36Q: 3 clusters Score -4815486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4815488.500000 Penalty: 3432.470703
	Iteration 37Q: 3 clusters Score -4815488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4815486.500000 Penalty: 3432.470703
	Iteration 38Q: 3 clusters Score -4815486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4815488.500000 Penalty: 3432.470703
	Iteration 39Q: 3 clusters Score -4815488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4815486.500000 Penalty: 3432.470703
	Iteration 40F: 3 clusters Score -4815486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4815485.500000 Penalty: 3432.470703
	Iteration 41Q: 3 clusters Score -4815486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4815486.000000 Penalty: 3432.470703
	Iteration 42Q: 3 clusters Score -4815486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4815487.500000 Penalty: 3432.470703
	Iteration 43Q: 3 clusters Score -4815488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4815492.000000 Penalty: 3432.470703
	Iteration 44Q: 3 clusters Score -4815492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4815490.500000 Penalty: 3432.470703
	Iteration 45Q: 3 clusters Score -4815490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4815499.000000 Penalty: 3432.470703
	Iteration 46Q: 3 clusters Score -4815499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4815500.500000 Penalty: 3432.470703
	Iteration 47Q: 3 clusters Score -4815500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4815498.500000 Penalty: 3432.470703
	Iteration 48Q: 3 clusters Score -4815498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4815498.000000 Penalty: 3432.470703
	Iteration 49Q: 3 clusters Score -4815498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4815495.000000 Penalty: 3432.470703
	Iteration 50Q: 3 clusters Score -4815495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4815493.500000 Penalty: 3432.470703
	Iteration 51Q: 3 clusters Score -4815494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4815493.500000 Penalty: 3432.470703
	Iteration 52F: 3 clusters Score -4815494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -62172.285156 Penalty: 1039.501099
	Iteration 0F: 2 clusters Score -62172.29 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 300 members 
Entering Unmasked Estep 
Score: -61059.132812 Penalty: 2079.002197
	Iteration 0F: 3 clusters Score -61059.13 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61299.761719 Penalty: 2079.002197
	Iteration 1F: 3 clusters Score -61299.76 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -61367.359375 Penalty: 2079.002197
	Iteration 2F: 3 clusters Score -61367.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -61415.132812 Penalty: 2079.002197
	Iteration 3Q: 3 clusters Score -61415.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61468.656250 Penalty: 2079.002197
	Iteration 4Q: 3 clusters Score -61468.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -61531.437500 Penalty: 2079.002197
	Iteration 5Q: 3 clusters Score -61531.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -61588.933594 Penalty: 2079.002197
	Iteration 6Q: 3 clusters Score -61588.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -61634.203125 Penalty: 2079.002197
	Iteration 7Q: 3 clusters Score -61634.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -61684.175781 Penalty: 2079.002197
	Iteration 8Q: 3 clusters Score -61684.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61715.695312 Penalty: 2079.002197
	Iteration 9Q: 3 clusters Score -61715.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61732.519531 Penalty: 2079.002197
	Iteration 10Q: 3 clusters Score -61732.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -61765.449219 Penalty: 2079.002197
	Iteration 11Q: 3 clusters Score -61765.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -61807.074219 Penalty: 2079.002197
	Iteration 12Q: 3 clusters Score -61807.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61832.035156 Penalty: 2079.002197
	Iteration 13Q: 3 clusters Score -61832.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -61844.683594 Penalty: 2079.002197
	Iteration 14Q: 3 clusters Score -61844.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -61864.718750 Penalty: 2079.002197
	Iteration 15Q: 3 clusters Score -61864.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -61876.742188 Penalty: 2079.002197
	Iteration 16Q: 3 clusters Score -61876.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -61883.500000 Penalty: 2079.002197
	Iteration 17Q: 3 clusters Score -61883.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -61887.167969 Penalty: 2079.002197
	Iteration 18Q: 3 clusters Score -61887.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -61890.945312 Penalty: 2079.002197
	Iteration 19Q: 3 clusters Score -61890.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -61890.945312 Penalty: 2079.002197
	Iteration 20F: 3 clusters Score -61890.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (113006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113006 members 
Entering Unmasked Estep 
Score: -14286875.000000 Penalty: 1890.719360
	Iteration 0F: 2 clusters Score -1.428688e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56472 members 
Mstep: Class 2 contains 56534 members 
Entering Unmasked Estep 
Score: -14226728.000000 Penalty: 3781.438721
	Iteration 0F: 3 clusters Score -1.422673e+07 nChanged 54138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57052 members 
Mstep: Class 2 contains 55954 members 
Entering Unmasked Estep 
Score: -14258250.000000 Penalty: 3781.438721
	Iteration 1F: 3 clusters Score -1.425825e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57764 members 
Mstep: Class 2 contains 55242 members 
Entering Unmasked Estep 
Score: -14259108.000000 Penalty: 3781.438721
	Iteration 2Q: 3 clusters Score -1.425911e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 54177 members 
Entering Unmasked Estep 
Score: -14260262.000000 Penalty: 3781.438721
	Iteration 3Q: 3 clusters Score -1.426026e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60360 members 
Mstep: Class 2 contains 52646 members 
Entering Unmasked Estep 
Score: -14261771.000000 Penalty: 3781.438721
	Iteration 4Q: 3 clusters Score -1.426177e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62622 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -14263674.000000 Penalty: 3781.438721
	Iteration 5Q: 3 clusters Score -1.426367e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65496 members 
Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
Score: -14266134.000000 Penalty: 3781.438721
	Iteration 6F: 3 clusters Score -1.426613e+07 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69103 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -14268994.000000 Penalty: 3781.438721
	Iteration 7F: 3 clusters Score -1.426899e+07 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73300 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -14272541.000000 Penalty: 3781.438721
	Iteration 8F: 3 clusters Score -1.427254e+07 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77618 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -14276462.000000 Penalty: 3781.438721
	Iteration 9F: 3 clusters Score -1.427646e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81388 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -14280346.000000 Penalty: 3781.438721
	Iteration 10F: 3 clusters Score -1.428035e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84278 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -14284255.000000 Penalty: 3781.438721
	Iteration 11Q: 3 clusters Score -1.428426e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86046 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -14286813.000000 Penalty: 3781.438721
	Iteration 12Q: 3 clusters Score -1.428681e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87022 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -14288081.000000 Penalty: 3781.438721
	Iteration 13Q: 3 clusters Score -1.428808e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87803 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -14288524.000000 Penalty: 3781.438721
	Iteration 14Q: 3 clusters Score -1.428852e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88566 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -14288941.000000 Penalty: 3781.438721
	Iteration 15Q: 3 clusters Score -1.428894e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89266 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -14289260.000000 Penalty: 3781.438721
	Iteration 16Q: 3 clusters Score -1.428926e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89965 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -14289651.000000 Penalty: 3781.438721
	Iteration 17Q: 3 clusters Score -1.428965e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90720 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -14290088.000000 Penalty: 3781.438721
	Iteration 18Q: 3 clusters Score -1.429009e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91568 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -14290565.000000 Penalty: 3781.438721
	Iteration 19Q: 3 clusters Score -1.429056e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92579 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -14291070.000000 Penalty: 3781.438721
	Iteration 20F: 3 clusters Score -1.429107e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93739 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -14291642.000000 Penalty: 3781.438721
	Iteration 21Q: 3 clusters Score -1.429164e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95052 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -14292017.000000 Penalty: 3781.438721
	Iteration 22Q: 3 clusters Score -1.429202e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96639 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -14292224.000000 Penalty: 3781.438721
	Iteration 23Q: 3 clusters Score -1.429222e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98477 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -14292280.000000 Penalty: 3781.438721
	Iteration 24Q: 3 clusters Score -1.429228e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100506 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -14292071.000000 Penalty: 3781.438721
	Iteration 25Q: 3 clusters Score -1.429207e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102507 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -14291507.000000 Penalty: 3781.438721
	Iteration 26Q: 3 clusters Score -1.429151e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104357 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -14290642.000000 Penalty: 3781.438721
	Iteration 27Q: 3 clusters Score -1.429064e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106007 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -14289787.000000 Penalty: 3781.438721
	Iteration 28Q: 3 clusters Score -1.428979e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107365 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -14289085.000000 Penalty: 3781.438721
	Iteration 29Q: 3 clusters Score -1.428908e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108410 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -14288469.000000 Penalty: 3781.438721
	Iteration 30Q: 3 clusters Score -1.428847e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109186 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -14288114.000000 Penalty: 3781.438721
	Iteration 31Q: 3 clusters Score -1.428811e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109716 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -14287918.000000 Penalty: 3781.438721
	Iteration 32Q: 3 clusters Score -1.428792e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110114 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -14287677.000000 Penalty: 3781.438721
	Iteration 33Q: 3 clusters Score -1.428768e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110390 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -14287597.000000 Penalty: 3781.438721
	Iteration 34Q: 3 clusters Score -1.42876e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110585 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -14287507.000000 Penalty: 3781.438721
	Iteration 35Q: 3 clusters Score -1.428751e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110722 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -14287416.000000 Penalty: 3781.438721
	Iteration 36Q: 3 clusters Score -1.428742e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110828 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -14287403.000000 Penalty: 3781.438721
	Iteration 37Q: 3 clusters Score -1.42874e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110904 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -14287384.000000 Penalty: 3781.438721
	Iteration 38Q: 3 clusters Score -1.428738e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110966 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -14287362.000000 Penalty: 3781.438721
	Iteration 39Q: 3 clusters Score -1.428736e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111025 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -14287372.000000 Penalty: 3781.438721
	Iteration 40F: 3 clusters Score -1.428737e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111066 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -14287333.000000 Penalty: 3781.438721
	Iteration 41Q: 3 clusters Score -1.428733e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111108 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -14287282.000000 Penalty: 3781.438721
	Iteration 42Q: 3 clusters Score -1.428728e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111155 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -14287280.000000 Penalty: 3781.438721
	Iteration 43Q: 3 clusters Score -1.428728e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111185 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -14287249.000000 Penalty: 3781.438721
	Iteration 44Q: 3 clusters Score -1.428725e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111218 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -14287238.000000 Penalty: 3781.438721
	Iteration 45Q: 3 clusters Score -1.428724e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111243 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -14287222.000000 Penalty: 3781.438721
	Iteration 46Q: 3 clusters Score -1.428722e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111265 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -14287207.000000 Penalty: 3781.438721
	Iteration 47Q: 3 clusters Score -1.428721e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111282 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -14287187.000000 Penalty: 3781.438721
	Iteration 48Q: 3 clusters Score -1.428719e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111292 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -14287178.000000 Penalty: 3781.438721
	Iteration 49Q: 3 clusters Score -1.428718e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111299 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -14287157.000000 Penalty: 3781.438721
	Iteration 50Q: 3 clusters Score -1.428716e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111304 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -14287157.000000 Penalty: 3781.438721
	Iteration 51Q: 3 clusters Score -1.428716e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111311 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -14287169.000000 Penalty: 3781.438721
	Iteration 52Q: 3 clusters Score -1.428717e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111316 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -14287147.000000 Penalty: 3781.438721
	Iteration 53Q: 3 clusters Score -1.428715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111316 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -14287161.000000 Penalty: 3781.438721
	Iteration 54Q: 3 clusters Score -1.428716e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111319 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -14287160.000000 Penalty: 3781.438721
	Iteration 55Q: 3 clusters Score -1.428716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111324 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -14287156.000000 Penalty: 3781.438721
	Iteration 56Q: 3 clusters Score -1.428716e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111327 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -14287146.000000 Penalty: 3781.438721
	Iteration 57Q: 3 clusters Score -1.428715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111328 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -14287147.000000 Penalty: 3781.438721
	Iteration 58Q: 3 clusters Score -1.428715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111329 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -14287146.000000 Penalty: 3781.438721
	Iteration 59Q: 3 clusters Score -1.428715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111329 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -14287146.000000 Penalty: 3781.438721
	Iteration 60F: 3 clusters Score -1.428715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 104655 members 
Mstep: Class 3 contains 7387 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 48181 members 
Mstep: Class 6 contains 9846 members 
Mstep: Class 7 contains 5220 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 7245 members 
Mstep: Class 10 contains 106322 members 
Mstep: Class 11 contains 9466 members 
Mstep: Class 12 contains 109399 members 
Mstep: Class 13 contains 13947 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6550 members 
Mstep: Class 16 contains 8569 members 
Mstep: Class 17 contains 23132 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 3555 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 59066 members 
Mstep: Class 22 contains 1465 members 
Mstep: Class 23 contains 4919 members 
Mstep: Class 24 contains 9734 members 
Mstep: Class 25 contains 83821 members 
Mstep: Class 26 contains 38617 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 111329 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2883 members 
Mstep: Class 31 contains 4465 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3938 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6451 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 96245 members 
Mstep: Class 42 contains 11774 members 
Mstep: Class 43 contains 1677 members 
Entering Unmasked Estep 
Score: -111755312.000000 Penalty: 95941.398438
Splitting cluster 28 changes total score from -111755536.000000 to -111755312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (1753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Entering Unmasked Estep 
Score: -212637.953125 Penalty: 1213.726074
	Iteration 0F: 2 clusters Score -212638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -210700.765625 Penalty: 2427.452148
	Iteration 0F: 3 clusters Score -210700.8 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -211077.734375 Penalty: 2427.452148
	Iteration 1F: 3 clusters Score -211077.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -211170.031250 Penalty: 2427.452148
	Iteration 2F: 3 clusters Score -211170 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -211229.078125 Penalty: 2427.452148
	Iteration 3Q: 3 clusters Score -211229.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -211278.359375 Penalty: 2427.452148
	Iteration 4Q: 3 clusters Score -211278.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -211366.203125 Penalty: 2427.452148
	Iteration 5Q: 3 clusters Score -211366.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -211458.859375 Penalty: 2427.452148
	Iteration 6Q: 3 clusters Score -211458.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -211660.250000 Penalty: 2427.452148
	Iteration 7Q: 3 clusters Score -211660.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -211829.656250 Penalty: 2427.452148
	Iteration 8Q: 3 clusters Score -211829.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -211938.375000 Penalty: 2427.452148
	Iteration 9F: 3 clusters Score -211938.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -212034.156250 Penalty: 2427.452148
	Iteration 10Q: 3 clusters Score -212034.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -212133.515625 Penalty: 2427.452148
	Iteration 11Q: 3 clusters Score -212133.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -212233.203125 Penalty: 2427.452148
	Iteration 12Q: 3 clusters Score -212233.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -212406.281250 Penalty: 2427.452148
	Iteration 13Q: 3 clusters Score -212406.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -212558.140625 Penalty: 2427.452148
	Iteration 14Q: 3 clusters Score -212558.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -212612.921875 Penalty: 2427.452148
	Iteration 15Q: 3 clusters Score -212612.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -212645.062500 Penalty: 2427.452148
	Iteration 16Q: 3 clusters Score -212645.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -212668.562500 Penalty: 2427.452148
	Iteration 17Q: 3 clusters Score -212668.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -212688.968750 Penalty: 2427.452148
	Iteration 18Q: 3 clusters Score -212689 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -212707.984375 Penalty: 2427.452148
	Iteration 19Q: 3 clusters Score -212708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -212718.421875 Penalty: 2427.452148
	Iteration 20F: 3 clusters Score -212718.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -212723.890625 Penalty: 2427.452148
	Iteration 21Q: 3 clusters Score -212723.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -212730.390625 Penalty: 2427.452148
	Iteration 22Q: 3 clusters Score -212730.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -212734.515625 Penalty: 2427.452148
	Iteration 23Q: 3 clusters Score -212734.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -212736.171875 Penalty: 2427.452148
	Iteration 24Q: 3 clusters Score -212736.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -212736.453125 Penalty: 2427.452148
	Iteration 25Q: 3 clusters Score -212736.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -212736.453125 Penalty: 2427.452148
	Iteration 26F: 3 clusters Score -212736.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 104655 members 
Mstep: Class 3 contains 7387 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 48181 members 
Mstep: Class 6 contains 9846 members 
Mstep: Class 7 contains 5220 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 7245 members 
Mstep: Class 10 contains 106322 members 
Mstep: Class 11 contains 9466 members 
Mstep: Class 12 contains 109399 members 
Mstep: Class 13 contains 13947 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6550 members 
Mstep: Class 16 contains 8569 members 
Mstep: Class 17 contains 23132 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 3555 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 59066 members 
Mstep: Class 22 contains 1465 members 
Mstep: Class 23 contains 4919 members 
Mstep: Class 24 contains 9734 members 
Mstep: Class 25 contains 83821 members 
Mstep: Class 26 contains 38617 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 113006 members 
Mstep: Class 29 contains 623 members 
Mstep: Class 30 contains 2883 members 
Mstep: Class 31 contains 4465 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3938 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6451 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 96245 members 
Mstep: Class 42 contains 11774 members 
Mstep: Class 43 contains 1130 members 
Entering Unmasked Estep 
Score: -111754592.000000 Penalty: 95941.398438
Splitting cluster 29 changes total score from -111755536.000000 to -111754592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (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: -341580.968750 Penalty: 1294.570312
	Iteration 0F: 2 clusters Score -341581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -338923.906250 Penalty: 2589.140625
	Iteration 0F: 3 clusters Score -338923.9 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -339527.781250 Penalty: 2589.140625
	Iteration 1F: 3 clusters Score -339527.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -339643.562500 Penalty: 2589.140625
	Iteration 2F: 3 clusters Score -339643.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -339720.562500 Penalty: 2589.140625
	Iteration 3Q: 3 clusters Score -339720.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -339780.937500 Penalty: 2589.140625
	Iteration 4Q: 3 clusters Score -339780.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -339823.500000 Penalty: 2589.140625
	Iteration 5Q: 3 clusters Score -339823.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -339868.125000 Penalty: 2589.140625
	Iteration 6Q: 3 clusters Score -339868.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -339931.531250 Penalty: 2589.140625
	Iteration 7Q: 3 clusters Score -339931.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -340005.093750 Penalty: 2589.140625
	Iteration 8Q: 3 clusters Score -340005.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -340078.281250 Penalty: 2589.140625
	Iteration 9Q: 3 clusters Score -340078.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -340160.718750 Penalty: 2589.140625
	Iteration 10Q: 3 clusters Score -340160.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -340230.250000 Penalty: 2589.140625
	Iteration 11Q: 3 clusters Score -340230.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -340305.718750 Penalty: 2589.140625
	Iteration 12Q: 3 clusters Score -340305.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -340405.593750 Penalty: 2589.140625
	Iteration 13Q: 3 clusters Score -340405.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -340509.750000 Penalty: 2589.140625
	Iteration 14Q: 3 clusters Score -340509.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -340599.156250 Penalty: 2589.140625
	Iteration 15Q: 3 clusters Score -340599.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -340678.093750 Penalty: 2589.140625
	Iteration 16Q: 3 clusters Score -340678.1 nChanged 82
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: -340749.687500 Penalty: 2589.140625
	Iteration 17Q: 3 clusters Score -340749.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -340800.218750 Penalty: 2589.140625
	Iteration 18Q: 3 clusters Score -340800.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -340822.625000 Penalty: 2589.140625
	Iteration 19Q: 3 clusters Score -340822.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -340833.750000 Penalty: 2589.140625
	Iteration 20F: 3 clusters Score -340833.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -340838.718750 Penalty: 2589.140625
	Iteration 21Q: 3 clusters Score -340838.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -340844.156250 Penalty: 2589.140625
	Iteration 22Q: 3 clusters Score -340844.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -340848.656250 Penalty: 2589.140625
	Iteration 23Q: 3 clusters Score -340848.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -340851.718750 Penalty: 2589.140625
	Iteration 24Q: 3 clusters Score -340851.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -340854.812500 Penalty: 2589.140625
	Iteration 25Q: 3 clusters Score -340854.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -340858.218750 Penalty: 2589.140625
	Iteration 26Q: 3 clusters Score -340858.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -340860.718750 Penalty: 2589.140625
	Iteration 27Q: 3 clusters Score -340860.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -340863.281250 Penalty: 2589.140625
	Iteration 28Q: 3 clusters Score -340863.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -340865.593750 Penalty: 2589.140625
	Iteration 29Q: 3 clusters Score -340865.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -340868.281250 Penalty: 2589.140625
	Iteration 30Q: 3 clusters Score -340868.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -340869.125000 Penalty: 2589.140625
	Iteration 31Q: 3 clusters Score -340869.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -340869.406250 Penalty: 2589.140625
	Iteration 32Q: 3 clusters Score -340869.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -340869.406250 Penalty: 2589.140625
	Iteration 33F: 3 clusters Score -340869.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Entering Unmasked Estep 
Score: -555813.062500 Penalty: 1365.653931
	Iteration 0F: 2 clusters Score -555813.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -552194.187500 Penalty: 2731.307861
	Iteration 0F: 3 clusters Score -552194.2 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -553157.062500 Penalty: 2731.307861
	Iteration 1F: 3 clusters Score -553157.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -553320.062500 Penalty: 2731.307861
	Iteration 2F: 3 clusters Score -553320.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -553457.375000 Penalty: 2731.307861
	Iteration 3F: 3 clusters Score -553457.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -553554.000000 Penalty: 2731.307861
	Iteration 4Q: 3 clusters Score -553554 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -553642.937500 Penalty: 2731.307861
	Iteration 5Q: 3 clusters Score -553642.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -553724.500000 Penalty: 2731.307861
	Iteration 6Q: 3 clusters Score -553724.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -553800.437500 Penalty: 2731.307861
	Iteration 7Q: 3 clusters Score -553800.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -553868.500000 Penalty: 2731.307861
	Iteration 8Q: 3 clusters Score -553868.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -553946.437500 Penalty: 2731.307861
	Iteration 9Q: 3 clusters Score -553946.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -554061.812500 Penalty: 2731.307861
	Iteration 10Q: 3 clusters Score -554061.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -554211.937500 Penalty: 2731.307861
	Iteration 11Q: 3 clusters Score -554211.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -554480.500000 Penalty: 2731.307861
	Iteration 12Q: 3 clusters Score -554480.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -554904.062500 Penalty: 2731.307861
	Iteration 13Q: 3 clusters Score -554904.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -555196.062500 Penalty: 2731.307861
	Iteration 14Q: 3 clusters Score -555196.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -555323.500000 Penalty: 2731.307861
	Iteration 15Q: 3 clusters Score -555323.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -555388.250000 Penalty: 2731.307861
	Iteration 16Q: 3 clusters Score -555388.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -555433.312500 Penalty: 2731.307861
	Iteration 17Q: 3 clusters Score -555433.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -555477.000000 Penalty: 2731.307861
	Iteration 18Q: 3 clusters Score -555477 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -555524.062500 Penalty: 2731.307861
	Iteration 19Q: 3 clusters Score -555524.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -555560.562500 Penalty: 2731.307861
	Iteration 20F: 3 clusters Score -555560.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -555591.000000 Penalty: 2731.307861
	Iteration 21Q: 3 clusters Score -555591 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -555608.687500 Penalty: 2731.307861
	Iteration 22Q: 3 clusters Score -555608.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -555621.687500 Penalty: 2731.307861
	Iteration 23Q: 3 clusters Score -555621.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -555645.687500 Penalty: 2731.307861
	Iteration 24Q: 3 clusters Score -555645.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -555661.187500 Penalty: 2731.307861
	Iteration 25Q: 3 clusters Score -555661.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -555672.562500 Penalty: 2731.307861
	Iteration 26Q: 3 clusters Score -555672.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -555686.000000 Penalty: 2731.307861
	Iteration 27Q: 3 clusters Score -555686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -555695.875000 Penalty: 2731.307861
	Iteration 28Q: 3 clusters Score -555695.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -555703.312500 Penalty: 2731.307861
	Iteration 29Q: 3 clusters Score -555703.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -555709.562500 Penalty: 2731.307861
	Iteration 30Q: 3 clusters Score -555709.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -555714.312500 Penalty: 2731.307861
	Iteration 31Q: 3 clusters Score -555714.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -555718.250000 Penalty: 2731.307861
	Iteration 32Q: 3 clusters Score -555718.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -555726.125000 Penalty: 2731.307861
	Iteration 33Q: 3 clusters Score -555726.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -555741.750000 Penalty: 2731.307861
	Iteration 34Q: 3 clusters Score -555741.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -555763.562500 Penalty: 2731.307861
	Iteration 35Q: 3 clusters Score -555763.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -555779.875000 Penalty: 2731.307861
	Iteration 36Q: 3 clusters Score -555779.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -555791.000000 Penalty: 2731.307861
	Iteration 37Q: 3 clusters Score -555791 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -555816.750000 Penalty: 2731.307861
	Iteration 38Q: 3 clusters Score -555816.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -555850.187500 Penalty: 2731.307861
	Iteration 39Q: 3 clusters Score -555850.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -555887.750000 Penalty: 2731.307861
	Iteration 40F: 3 clusters Score -555887.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -555945.000000 Penalty: 2731.307861
	Iteration 41Q: 3 clusters Score -555945 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -556025.562500 Penalty: 2731.307861
	Iteration 42Q: 3 clusters Score -556025.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -556087.312500 Penalty: 2731.307861
	Iteration 43Q: 3 clusters Score -556087.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -556137.750000 Penalty: 2731.307861
	Iteration 44Q: 3 clusters Score -556137.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -556168.750000 Penalty: 2731.307861
	Iteration 45Q: 3 clusters Score -556168.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -556185.500000 Penalty: 2731.307861
	Iteration 46Q: 3 clusters Score -556185.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -556195.312500 Penalty: 2731.307861
	Iteration 47Q: 3 clusters Score -556195.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -556199.750000 Penalty: 2731.307861
	Iteration 48Q: 3 clusters Score -556199.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -556202.875000 Penalty: 2731.307861
	Iteration 49Q: 3 clusters Score -556202.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -556206.437500 Penalty: 2731.307861
	Iteration 50Q: 3 clusters Score -556206.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -556208.125000 Penalty: 2731.307861
	Iteration 51Q: 3 clusters Score -556208.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -556209.625000 Penalty: 2731.307861
	Iteration 52Q: 3 clusters Score -556209.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -556211.125000 Penalty: 2731.307861
	Iteration 53Q: 3 clusters Score -556211.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -556212.562500 Penalty: 2731.307861
	Iteration 54Q: 3 clusters Score -556212.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -556214.687500 Penalty: 2731.307861
	Iteration 55Q: 3 clusters Score -556214.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -556215.750000 Penalty: 2731.307861
	Iteration 56Q: 3 clusters Score -556215.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -556216.500000 Penalty: 2731.307861
	Iteration 57Q: 3 clusters Score -556216.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -556217.312500 Penalty: 2731.307861
	Iteration 58Q: 3 clusters Score -556217.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -556217.312500 Penalty: 2731.307861
	Iteration 59F: 3 clusters Score -556217.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 104655 members 
Mstep: Class 3 contains 7387 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 48181 members 
Mstep: Class 6 contains 9846 members 
Mstep: Class 7 contains 5220 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 7245 members 
Mstep: Class 10 contains 106322 members 
Mstep: Class 11 contains 9466 members 
Mstep: Class 12 contains 109399 members 
Mstep: Class 13 contains 13947 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6550 members 
Mstep: Class 16 contains 8569 members 
Mstep: Class 17 contains 23132 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 3555 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 59066 members 
Mstep: Class 22 contains 1465 members 
Mstep: Class 23 contains 4919 members 
Mstep: Class 24 contains 9734 members 
Mstep: Class 25 contains 83821 members 
Mstep: Class 26 contains 38617 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 113006 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2883 members 
Mstep: Class 31 contains 2857 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3938 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6451 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 96245 members 
Mstep: Class 42 contains 11774 members 
Mstep: Class 43 contains 1608 members 
Entering Unmasked Estep 
Score: -111755160.000000 Penalty: 95941.398438
Splitting cluster 31 changes total score from -111755536.000000 to -111755160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -20143.847656 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -20143.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19385.794922 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -19385.79 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19882.482422 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -19882.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19940.779297 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -19940.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19978.214844 Penalty: 1863.335938
	Iteration 3Q: 3 clusters Score -19978.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20014.990234 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -20014.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20038.548828 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -20038.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20039.755859 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -20039.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20041.015625 Penalty: 1863.335938
	Iteration 7F: 3 clusters Score -20041.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20047.322266 Penalty: 1863.335938
	Iteration 8Q: 3 clusters Score -20047.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20055.472656 Penalty: 1863.335938
	Iteration 9Q: 3 clusters Score -20055.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20076.970703 Penalty: 1863.335938
	Iteration 10Q: 3 clusters Score -20076.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20084.707031 Penalty: 1863.335938
	Iteration 11Q: 3 clusters Score -20084.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20084.707031 Penalty: 1863.335938
	Iteration 12F: 3 clusters Score -20084.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Entering Unmasked Estep 
Score: -446117.437500 Penalty: 1345.244507
	Iteration 0F: 2 clusters Score -446117.4 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 1961 members 
Entering Unmasked Estep 
Score: -442793.375000 Penalty: 2690.489014
	Iteration 0F: 3 clusters Score -442793.4 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -443914.812500 Penalty: 2690.489014
	Iteration 1F: 3 clusters Score -443914.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -444299.906250 Penalty: 2690.489014
	Iteration 2F: 3 clusters Score -444299.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -444689.781250 Penalty: 2690.489014
	Iteration 3F: 3 clusters Score -444689.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -445126.812500 Penalty: 2690.489014
	Iteration 4F: 3 clusters Score -445126.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -445462.312500 Penalty: 2690.489014
	Iteration 5F: 3 clusters Score -445462.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -445676.093750 Penalty: 2690.489014
	Iteration 6F: 3 clusters Score -445676.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -445804.625000 Penalty: 2690.489014
	Iteration 7Q: 3 clusters Score -445804.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -445893.687500 Penalty: 2690.489014
	Iteration 8Q: 3 clusters Score -445893.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -445958.093750 Penalty: 2690.489014
	Iteration 9Q: 3 clusters Score -445958.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -445991.937500 Penalty: 2690.489014
	Iteration 10Q: 3 clusters Score -445991.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -446010.375000 Penalty: 2690.489014
	Iteration 11Q: 3 clusters Score -446010.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -446020.187500 Penalty: 2690.489014
	Iteration 12Q: 3 clusters Score -446020.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -446028.343750 Penalty: 2690.489014
	Iteration 13Q: 3 clusters Score -446028.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -446034.562500 Penalty: 2690.489014
	Iteration 14Q: 3 clusters Score -446034.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -446039.312500 Penalty: 2690.489014
	Iteration 15Q: 3 clusters Score -446039.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -446045.718750 Penalty: 2690.489014
	Iteration 16Q: 3 clusters Score -446045.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -446048.968750 Penalty: 2690.489014
	Iteration 17Q: 3 clusters Score -446049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -446051.406250 Penalty: 2690.489014
	Iteration 18Q: 3 clusters Score -446051.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -446057.656250 Penalty: 2690.489014
	Iteration 19Q: 3 clusters Score -446057.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -446066.000000 Penalty: 2690.489014
	Iteration 20F: 3 clusters Score -446066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -446082.468750 Penalty: 2690.489014
	Iteration 21Q: 3 clusters Score -446082.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -446099.250000 Penalty: 2690.489014
	Iteration 22Q: 3 clusters Score -446099.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -446113.000000 Penalty: 2690.489014
	Iteration 23Q: 3 clusters Score -446113 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -446121.437500 Penalty: 2690.489014
	Iteration 24Q: 3 clusters Score -446121.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -446126.218750 Penalty: 2690.489014
	Iteration 25Q: 3 clusters Score -446126.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -446128.750000 Penalty: 2690.489014
	Iteration 26Q: 3 clusters Score -446128.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -446129.000000 Penalty: 2690.489014
	Iteration 27Q: 3 clusters Score -446129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -446130.250000 Penalty: 2690.489014
	Iteration 28Q: 3 clusters Score -446130.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -446132.750000 Penalty: 2690.489014
	Iteration 29Q: 3 clusters Score -446132.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -446133.218750 Penalty: 2690.489014
	Iteration 30Q: 3 clusters Score -446133.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -446132.625000 Penalty: 2690.489014
	Iteration 31Q: 3 clusters Score -446132.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -446133.656250 Penalty: 2690.489014
	Iteration 32Q: 3 clusters Score -446133.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -446132.687500 Penalty: 2690.489014
	Iteration 33Q: 3 clusters Score -446132.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -446132.687500 Penalty: 2690.489014
	Iteration 34F: 3 clusters Score -446132.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 104655 members 
Mstep: Class 3 contains 7387 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 48181 members 
Mstep: Class 6 contains 9846 members 
Mstep: Class 7 contains 5220 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 7245 members 
Mstep: Class 10 contains 106322 members 
Mstep: Class 11 contains 9466 members 
Mstep: Class 12 contains 109399 members 
Mstep: Class 13 contains 13947 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6550 members 
Mstep: Class 16 contains 8569 members 
Mstep: Class 17 contains 23132 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 3555 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 59066 members 
Mstep: Class 22 contains 1465 members 
Mstep: Class 23 contains 4919 members 
Mstep: Class 24 contains 9734 members 
Mstep: Class 25 contains 83821 members 
Mstep: Class 26 contains 38617 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 113006 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2883 members 
Mstep: Class 31 contains 4465 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6451 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 96245 members 
Mstep: Class 42 contains 11774 members 
Mstep: Class 43 contains 2539 members 
Entering Unmasked Estep 
Score: -111754512.000000 Penalty: 95941.398438
Splitting cluster 33 changes total score from -111755536.000000 to -111754512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (1322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Entering Unmasked Estep 
Score: -161055.421875 Penalty: 1167.871460
	Iteration 0F: 2 clusters Score -161055.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -159387.625000 Penalty: 2335.742920
	Iteration 0F: 3 clusters Score -159387.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -159761.203125 Penalty: 2335.742920
	Iteration 1F: 3 clusters Score -159761.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -159918.531250 Penalty: 2335.742920
	Iteration 2F: 3 clusters Score -159918.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -160015.812500 Penalty: 2335.742920
	Iteration 3F: 3 clusters Score -160015.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -160096.312500 Penalty: 2335.742920
	Iteration 4Q: 3 clusters Score -160096.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -160153.828125 Penalty: 2335.742920
	Iteration 5Q: 3 clusters Score -160153.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -160202.468750 Penalty: 2335.742920
	Iteration 6Q: 3 clusters Score -160202.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -160249.531250 Penalty: 2335.742920
	Iteration 7Q: 3 clusters Score -160249.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -160327.750000 Penalty: 2335.742920
	Iteration 8Q: 3 clusters Score -160327.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -160420.515625 Penalty: 2335.742920
	Iteration 9Q: 3 clusters Score -160420.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -160484.828125 Penalty: 2335.742920
	Iteration 10Q: 3 clusters Score -160484.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -160541.562500 Penalty: 2335.742920
	Iteration 11Q: 3 clusters Score -160541.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -160572.531250 Penalty: 2335.742920
	Iteration 12Q: 3 clusters Score -160572.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -160594.296875 Penalty: 2335.742920
	Iteration 13Q: 3 clusters Score -160594.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -160615.046875 Penalty: 2335.742920
	Iteration 14Q: 3 clusters Score -160615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -160628.359375 Penalty: 2335.742920
	Iteration 15Q: 3 clusters Score -160628.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -160637.062500 Penalty: 2335.742920
	Iteration 16Q: 3 clusters Score -160637.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -160644.562500 Penalty: 2335.742920
	Iteration 17Q: 3 clusters Score -160644.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -160649.875000 Penalty: 2335.742920
	Iteration 18Q: 3 clusters Score -160649.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -160653.234375 Penalty: 2335.742920
	Iteration 19Q: 3 clusters Score -160653.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -160654.453125 Penalty: 2335.742920
	Iteration 20F: 3 clusters Score -160654.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -160655.125000 Penalty: 2335.742920
	Iteration 21Q: 3 clusters Score -160655.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -160656.609375 Penalty: 2335.742920
	Iteration 22Q: 3 clusters Score -160656.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -160657.375000 Penalty: 2335.742920
	Iteration 23Q: 3 clusters Score -160657.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -160658.312500 Penalty: 2335.742920
	Iteration 24Q: 3 clusters Score -160658.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -160659.453125 Penalty: 2335.742920
	Iteration 25Q: 3 clusters Score -160659.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -160659.453125 Penalty: 2335.742920
	Iteration 26F: 3 clusters Score -160659.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -17566.466797 Penalty: 897.886108
	Iteration 0F: 2 clusters Score -17566.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16876.824219 Penalty: 1795.772217
	Iteration 0F: 3 clusters Score -16876.82 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17166.257812 Penalty: 1795.772217
	Iteration 1F: 3 clusters Score -17166.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -17282.988281 Penalty: 1795.772217
	Iteration 2F: 3 clusters Score -17282.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -17300.257812 Penalty: 1795.772217
	Iteration 3Q: 3 clusters Score -17300.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -17300.257812 Penalty: 1795.772217
	Iteration 4F: 3 clusters Score -17300.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -65635.859375 Penalty: 1057.432617
	Iteration 0F: 2 clusters Score -65635.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -64553.519531 Penalty: 2114.865234
	Iteration 0F: 3 clusters Score -64553.52 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -64928.851562 Penalty: 2114.865234
	Iteration 1F: 3 clusters Score -64928.85 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -65079.890625 Penalty: 2114.865234
	Iteration 2F: 3 clusters Score -65079.89 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -65215.000000 Penalty: 2114.865234
	Iteration 3F: 3 clusters Score -65215 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -65288.128906 Penalty: 2114.865234
	Iteration 4Q: 3 clusters Score -65288.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -65309.167969 Penalty: 2114.865234
	Iteration 5Q: 3 clusters Score -65309.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -65325.484375 Penalty: 2114.865234
	Iteration 6Q: 3 clusters Score -65325.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -65343.285156 Penalty: 2114.865234
	Iteration 7Q: 3 clusters Score -65343.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65353.609375 Penalty: 2114.865234
	Iteration 8Q: 3 clusters Score -65353.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -65371.140625 Penalty: 2114.865234
	Iteration 9Q: 3 clusters Score -65371.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -65380.402344 Penalty: 2114.865234
	Iteration 10Q: 3 clusters Score -65380.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -65380.933594 Penalty: 2114.865234
	Iteration 11Q: 3 clusters Score -65380.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -65380.933594 Penalty: 2114.865234
	Iteration 12F: 3 clusters Score -65380.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -107680.570312 Penalty: 1100.811401
	Iteration 0F: 2 clusters Score -107680.6 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 428 members 
Entering Unmasked Estep 
Score: -106299.992188 Penalty: 2201.622803
	Iteration 0F: 3 clusters Score -106300 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -106507.234375 Penalty: 2201.622803
	Iteration 1F: 3 clusters Score -106507.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -106572.375000 Penalty: 2201.622803
	Iteration 2F: 3 clusters Score -106572.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -106609.265625 Penalty: 2201.622803
	Iteration 3Q: 3 clusters Score -106609.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -106634.312500 Penalty: 2201.622803
	Iteration 4Q: 3 clusters Score -106634.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -106660.750000 Penalty: 2201.622803
	Iteration 5Q: 3 clusters Score -106660.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -106678.242188 Penalty: 2201.622803
	Iteration 6Q: 3 clusters Score -106678.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -106698.937500 Penalty: 2201.622803
	Iteration 7Q: 3 clusters Score -106698.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -106720.890625 Penalty: 2201.622803
	Iteration 8Q: 3 clusters Score -106720.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -106740.960938 Penalty: 2201.622803
	Iteration 9Q: 3 clusters Score -106741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -106747.796875 Penalty: 2201.622803
	Iteration 10Q: 3 clusters Score -106747.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -106752.406250 Penalty: 2201.622803
	Iteration 11Q: 3 clusters Score -106752.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -106753.804688 Penalty: 2201.622803
	Iteration 12Q: 3 clusters Score -106753.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -106754.453125 Penalty: 2201.622803
	Iteration 13Q: 3 clusters Score -106754.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -106754.937500 Penalty: 2201.622803
	Iteration 14Q: 3 clusters Score -106754.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -106754.937500 Penalty: 2201.622803
	Iteration 15F: 3 clusters Score -106754.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -70426.226562 Penalty: 1070.252930
	Iteration 0F: 2 clusters Score -70426.23 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 327 members 
Entering Unmasked Estep 
Score: -69209.382812 Penalty: 2140.505859
	Iteration 0F: 3 clusters Score -69209.38 nChanged 202
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: -69567.679688 Penalty: 2140.505859
	Iteration 1F: 3 clusters Score -69567.68 nChanged 71
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: -69693.726562 Penalty: 2140.505859
	Iteration 2F: 3 clusters Score -69693.73 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -69800.507812 Penalty: 2140.505859
	Iteration 3F: 3 clusters Score -69800.51 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -69932.390625 Penalty: 2140.505859
	Iteration 4F: 3 clusters Score -69932.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -69990.273438 Penalty: 2140.505859
	Iteration 5Q: 3 clusters Score -69990.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -70011.828125 Penalty: 2140.505859
	Iteration 6Q: 3 clusters Score -70011.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -70019.875000 Penalty: 2140.505859
	Iteration 7Q: 3 clusters Score -70019.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -70023.640625 Penalty: 2140.505859
	Iteration 8Q: 3 clusters Score -70023.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -70025.257812 Penalty: 2140.505859
	Iteration 9Q: 3 clusters Score -70025.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -70025.257812 Penalty: 2140.505859
	Iteration 10F: 3 clusters Score -70025.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Entering Unmasked Estep 
Score: -754890.187500 Penalty: 1425.448486
	Iteration 0F: 2 clusters Score -754890.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -750012.000000 Penalty: 2850.896973
	Iteration 0F: 3 clusters Score -750012 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -751669.375000 Penalty: 2850.896973
	Iteration 1F: 3 clusters Score -751669.4 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -752106.562500 Penalty: 2850.896973
	Iteration 2F: 3 clusters Score -752106.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -752505.125000 Penalty: 2850.896973
	Iteration 3F: 3 clusters Score -752505.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -752919.687500 Penalty: 2850.896973
	Iteration 4F: 3 clusters Score -752919.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -753237.437500 Penalty: 2850.896973
	Iteration 5F: 3 clusters Score -753237.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -753529.125000 Penalty: 2850.896973
	Iteration 6Q: 3 clusters Score -753529.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -753773.125000 Penalty: 2850.896973
	Iteration 7Q: 3 clusters Score -753773.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -753943.937500 Penalty: 2850.896973
	Iteration 8Q: 3 clusters Score -753943.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -754112.250000 Penalty: 2850.896973
	Iteration 9Q: 3 clusters Score -754112.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -754301.437500 Penalty: 2850.896973
	Iteration 10Q: 3 clusters Score -754301.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -754549.500000 Penalty: 2850.896973
	Iteration 11Q: 3 clusters Score -754549.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -754778.375000 Penalty: 2850.896973
	Iteration 12Q: 3 clusters Score -754778.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -754970.312500 Penalty: 2850.896973
	Iteration 13Q: 3 clusters Score -754970.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -755082.500000 Penalty: 2850.896973
	Iteration 14Q: 3 clusters Score -755082.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -755121.062500 Penalty: 2850.896973
	Iteration 15Q: 3 clusters Score -755121.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -755130.500000 Penalty: 2850.896973
	Iteration 16Q: 3 clusters Score -755130.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -755141.125000 Penalty: 2850.896973
	Iteration 17Q: 3 clusters Score -755141.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -755153.312500 Penalty: 2850.896973
	Iteration 18Q: 3 clusters Score -755153.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -755161.750000 Penalty: 2850.896973
	Iteration 19Q: 3 clusters Score -755161.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -755165.062500 Penalty: 2850.896973
	Iteration 20F: 3 clusters Score -755165.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -755170.375000 Penalty: 2850.896973
	Iteration 21Q: 3 clusters Score -755170.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -755178.250000 Penalty: 2850.896973
	Iteration 22Q: 3 clusters Score -755178.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -755192.687500 Penalty: 2850.896973
	Iteration 23Q: 3 clusters Score -755192.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -755212.125000 Penalty: 2850.896973
	Iteration 24Q: 3 clusters Score -755212.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -755229.437500 Penalty: 2850.896973
	Iteration 25Q: 3 clusters Score -755229.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -755273.312500 Penalty: 2850.896973
	Iteration 26Q: 3 clusters Score -755273.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -755361.562500 Penalty: 2850.896973
	Iteration 27Q: 3 clusters Score -755361.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -755447.875000 Penalty: 2850.896973
	Iteration 28Q: 3 clusters Score -755447.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -755502.500000 Penalty: 2850.896973
	Iteration 29Q: 3 clusters Score -755502.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -755522.375000 Penalty: 2850.896973
	Iteration 30Q: 3 clusters Score -755522.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -755528.500000 Penalty: 2850.896973
	Iteration 31Q: 3 clusters Score -755528.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -755532.062500 Penalty: 2850.896973
	Iteration 32Q: 3 clusters Score -755532.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -755533.187500 Penalty: 2850.896973
	Iteration 33Q: 3 clusters Score -755533.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -755533.000000 Penalty: 2850.896973
	Iteration 34Q: 3 clusters Score -755533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -755533.000000 Penalty: 2850.896973
	Iteration 35F: 3 clusters Score -755533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 104655 members 
Mstep: Class 3 contains 7387 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 48181 members 
Mstep: Class 6 contains 9846 members 
Mstep: Class 7 contains 5220 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 7245 members 
Mstep: Class 10 contains 106322 members 
Mstep: Class 11 contains 9466 members 
Mstep: Class 12 contains 109399 members 
Mstep: Class 13 contains 13947 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6550 members 
Mstep: Class 16 contains 8569 members 
Mstep: Class 17 contains 23132 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 3555 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 59066 members 
Mstep: Class 22 contains 1465 members 
Mstep: Class 23 contains 4919 members 
Mstep: Class 24 contains 9734 members 
Mstep: Class 25 contains 83821 members 
Mstep: Class 26 contains 38617 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 113006 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2883 members 
Mstep: Class 31 contains 4465 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3938 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 947 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 96245 members 
Mstep: Class 42 contains 11774 members 
Mstep: Class 43 contains 5504 members 
Entering Unmasked Estep 
Score: -111755352.000000 Penalty: 95941.398438
Splitting cluster 39 changes total score from -111755536.000000 to -111755352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -10897.729492 Penalty: 954.219177
	Iteration 0F: 2 clusters Score -10897.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -10102.096680 Penalty: 1908.438354
	Iteration 0F: 3 clusters Score -10102.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -10444.438477 Penalty: 1908.438354
	Iteration 1F: 3 clusters Score -10444.44 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -10587.022461 Penalty: 1908.438354
	Iteration 2F: 3 clusters Score -10587.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -10671.959961 Penalty: 1908.438354
	Iteration 3F: 3 clusters Score -10671.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -10696.583008 Penalty: 1908.438354
	Iteration 4Q: 3 clusters Score -10696.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -10707.841797 Penalty: 1908.438354
	Iteration 5Q: 3 clusters Score -10707.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -10715.611328 Penalty: 1908.438354
	Iteration 6Q: 3 clusters Score -10715.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -10729.188477 Penalty: 1908.438354
	Iteration 7Q: 3 clusters Score -10729.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -10730.994141 Penalty: 1908.438354
	Iteration 8Q: 3 clusters Score -10730.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -10730.994141 Penalty: 1908.438354
	Iteration 9F: 3 clusters Score -10730.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 104655 members 
Mstep: Class 3 contains 7387 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 48181 members 
Mstep: Class 6 contains 9846 members 
Mstep: Class 7 contains 5220 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 7245 members 
Mstep: Class 10 contains 106322 members 
Mstep: Class 11 contains 9466 members 
Mstep: Class 12 contains 109399 members 
Mstep: Class 13 contains 13947 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6550 members 
Mstep: Class 16 contains 8569 members 
Mstep: Class 17 contains 23132 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 3555 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 59066 members 
Mstep: Class 22 contains 1465 members 
Mstep: Class 23 contains 4919 members 
Mstep: Class 24 contains 9734 members 
Mstep: Class 25 contains 83821 members 
Mstep: Class 26 contains 38617 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 113006 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2883 members 
Mstep: Class 31 contains 4465 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3938 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 670 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6451 members 
Mstep: Class 40 contains 355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756696.000000 Penalty: 93710.203125
Iteration 239Q: 43 clusters Score -1.117567e+08 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 104863 members 
Mstep: Class 3 contains 7392 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 48407 members 
Mstep: Class 6 contains 9846 members 
Mstep: Class 7 contains 5220 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 7249 members 
Mstep: Class 10 contains 106500 members 
Mstep: Class 11 contains 9468 members 
Mstep: Class 12 contains 109449 members 
Mstep: Class 13 contains 13952 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6552 members 
Mstep: Class 16 contains 8573 members 
Mstep: Class 17 contains 23165 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 3715 members 
Mstep: Class 20 contains 1760 members 
Mstep: Class 21 contains 59250 members 
Mstep: Class 22 contains 1465 members 
Mstep: Class 23 contains 4920 members 
Mstep: Class 24 contains 9745 members 
Mstep: Class 25 contains 83697 members 
Mstep: Class 26 contains 38663 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 113123 members 
Mstep: Class 29 contains 1754 members 
Mstep: Class 30 contains 2877 members 
Mstep: Class 31 contains 4466 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4068 members 
Mstep: Class 34 contains 1324 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 669 members 
Mstep: Class 37 contains 876 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6451 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 95147 members 
Mstep: Class 42 contains 11321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757264.000000 Penalty: 93710.203125
Iteration 240F: 43 clusters Score -1.117573e+08 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 104834 members 
Mstep: Class 3 contains 7384 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 48455 members 
Mstep: Class 6 contains 9840 members 
Mstep: Class 7 contains 5218 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 7241 members 
Mstep: Class 10 contains 106283 members 
Mstep: Class 11 contains 9468 members 
Mstep: Class 12 contains 109293 members 
Mstep: Class 13 contains 13943 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6553 members 
Mstep: Class 16 contains 8517 members 
Mstep: Class 17 contains 23131 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 3788 members 
Mstep: Class 20 contains 1936 members 
Mstep: Class 21 contains 59177 members 
Mstep: Class 22 contains 1466 members 
Mstep: Class 23 contains 4924 members 
Mstep: Class 24 contains 9736 members 
Mstep: Class 25 contains 83401 members 
Mstep: Class 26 contains 38610 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 113041 members 
Mstep: Class 29 contains 1754 members 
Mstep: Class 30 contains 2879 members 
Mstep: Class 31 contains 4465 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4105 members 
Mstep: Class 34 contains 1323 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 669 members 
Mstep: Class 37 contains 877 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6449 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 95929 members 
Mstep: Class 42 contains 11249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757920.000000 Penalty: 93710.203125
Iteration 241Q: 43 clusters Score -1.117579e+08 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 104767 members 
Mstep: Class 3 contains 7373 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 48545 members 
Mstep: Class 6 contains 9831 members 
Mstep: Class 7 contains 5218 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 7244 members 
Mstep: Class 10 contains 106176 members 
Mstep: Class 11 contains 9469 members 
Mstep: Class 12 contains 109201 members 
Mstep: Class 13 contains 13942 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6553 members 
Mstep: Class 16 contains 8502 members 
Mstep: Class 17 contains 23123 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 3857 members 
Mstep: Class 20 contains 2055 members 
Mstep: Class 21 contains 59096 members 
Mstep: Class 22 contains 1466 members 
Mstep: Class 23 contains 4929 members 
Mstep: Class 24 contains 9733 members 
Mstep: Class 25 contains 83114 members 
Mstep: Class 26 contains 38603 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112974 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 2881 members 
Mstep: Class 31 contains 4463 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4132 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 669 members 
Mstep: Class 37 contains 876 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6445 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 96445 members 
Mstep: Class 42 contains 11183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758008.000000 Penalty: 93710.203125
Iteration 242Q: 43 clusters Score -1.11758e+08 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 104659 members 
Mstep: Class 3 contains 7367 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 48639 members 
Mstep: Class 6 contains 9819 members 
Mstep: Class 7 contains 5218 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 7249 members 
Mstep: Class 10 contains 106091 members 
Mstep: Class 11 contains 9467 members 
Mstep: Class 12 contains 109164 members 
Mstep: Class 13 contains 13945 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6549 members 
Mstep: Class 16 contains 8495 members 
Mstep: Class 17 contains 23107 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 3919 members 
Mstep: Class 20 contains 2164 members 
Mstep: Class 21 contains 59017 members 
Mstep: Class 22 contains 1467 members 
Mstep: Class 23 contains 4930 members 
Mstep: Class 24 contains 9738 members 
Mstep: Class 25 contains 82868 members 
Mstep: Class 26 contains 38611 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112887 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 2882 members 
Mstep: Class 31 contains 4460 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4162 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 668 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6443 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 96898 members 
Mstep: Class 42 contains 11116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758280.000000 Penalty: 93710.203125
Iteration 243Q: 43 clusters Score -1.117583e+08 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 104548 members 
Mstep: Class 3 contains 7364 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 48746 members 
Mstep: Class 6 contains 9807 members 
Mstep: Class 7 contains 5220 members 
Mstep: Class 8 contains 1439 members 
Mstep: Class 9 contains 7252 members 
Mstep: Class 10 contains 106043 members 
Mstep: Class 11 contains 9466 members 
Mstep: Class 12 contains 109141 members 
Mstep: Class 13 contains 13952 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6546 members 
Mstep: Class 16 contains 8497 members 
Mstep: Class 17 contains 23106 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 3972 members 
Mstep: Class 20 contains 2238 members 
Mstep: Class 21 contains 58921 members 
Mstep: Class 22 contains 1466 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 9738 members 
Mstep: Class 25 contains 82653 members 
Mstep: Class 26 contains 38616 members 
Mstep: Class 27 contains 601 members 
Mstep: Class 28 contains 112841 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 2880 members 
Mstep: Class 31 contains 4456 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4179 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 668 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6440 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 97255 members 
Mstep: Class 42 contains 11063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758304.000000 Penalty: 93710.203125
Iteration 244Q: 43 clusters Score -1.117583e+08 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 104464 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 48827 members 
Mstep: Class 6 contains 9793 members 
Mstep: Class 7 contains 5221 members 
Mstep: Class 8 contains 1439 members 
Mstep: Class 9 contains 7252 members 
Mstep: Class 10 contains 106006 members 
Mstep: Class 11 contains 9466 members 
Mstep: Class 12 contains 109133 members 
Mstep: Class 13 contains 13954 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6547 members 
Mstep: Class 16 contains 8486 members 
Mstep: Class 17 contains 23107 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 2293 members 
Mstep: Class 21 contains 58783 members 
Mstep: Class 22 contains 1467 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 9738 members 
Mstep: Class 25 contains 82490 members 
Mstep: Class 26 contains 38622 members 
Mstep: Class 27 contains 601 members 
Mstep: Class 28 contains 112808 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 2883 members 
Mstep: Class 31 contains 4452 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4205 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 668 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6438 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 97580 members 
Mstep: Class 42 contains 11012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758552.000000 Penalty: 93710.203125
Iteration 245Q: 43 clusters Score -1.117586e+08 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 104391 members 
Mstep: Class 3 contains 7357 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 48877 members 
Mstep: Class 6 contains 9773 members 
Mstep: Class 7 contains 5224 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 7254 members 
Mstep: Class 10 contains 106024 members 
Mstep: Class 11 contains 9467 members 
Mstep: Class 12 contains 109084 members 
Mstep: Class 13 contains 13954 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6547 members 
Mstep: Class 16 contains 8470 members 
Mstep: Class 17 contains 23104 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 2343 members 
Mstep: Class 21 contains 58694 members 
Mstep: Class 22 contains 1468 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 9739 members 
Mstep: Class 25 contains 82357 members 
Mstep: Class 26 contains 38622 members 
Mstep: Class 27 contains 601 members 
Mstep: Class 28 contains 112806 members 
Mstep: Class 29 contains 1754 members 
Mstep: Class 30 contains 2886 members 
Mstep: Class 31 contains 4450 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4214 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 668 members 
Mstep: Class 37 contains 873 members 
Mstep: Class 38 contains 726 members 
Mstep: Class 39 contains 6438 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 97842 members 
Mstep: Class 42 contains 10954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758592.000000 Penalty: 93710.203125
Iteration 246Q: 43 clusters Score -1.117586e+08 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 104321 members 
Mstep: Class 3 contains 7356 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 48898 members 
Mstep: Class 6 contains 9765 members 
Mstep: Class 7 contains 5225 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 7254 members 
Mstep: Class 10 contains 106033 members 
Mstep: Class 11 contains 9468 members 
Mstep: Class 12 contains 109047 members 
Mstep: Class 13 contains 13953 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6547 members 
Mstep: Class 16 contains 8462 members 
Mstep: Class 17 contains 23106 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 4152 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 58625 members 
Mstep: Class 22 contains 1469 members 
Mstep: Class 23 contains 4929 members 
Mstep: Class 24 contains 9737 members 
Mstep: Class 25 contains 82251 members 
Mstep: Class 26 contains 38633 members 
Mstep: Class 27 contains 601 members 
Mstep: Class 28 contains 112803 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2890 members 
Mstep: Class 31 contains 4450 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4223 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 668 members 
Mstep: Class 37 contains 872 members 
Mstep: Class 38 contains 726 members 
Mstep: Class 39 contains 6439 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 98067 members 
Mstep: Class 42 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758480.000000 Penalty: 93710.203125
Iteration 247Q: 43 clusters Score -1.117585e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 104260 members 
Mstep: Class 3 contains 7352 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 48894 members 
Mstep: Class 6 contains 9760 members 
Mstep: Class 7 contains 5224 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 7252 members 
Mstep: Class 10 contains 106058 members 
Mstep: Class 11 contains 9468 members 
Mstep: Class 12 contains 108983 members 
Mstep: Class 13 contains 13954 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6549 members 
Mstep: Class 16 contains 8460 members 
Mstep: Class 17 contains 23112 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 4218 members 
Mstep: Class 20 contains 2412 members 
Mstep: Class 21 contains 58541 members 
Mstep: Class 22 contains 1470 members 
Mstep: Class 23 contains 4926 members 
Mstep: Class 24 contains 9737 members 
Mstep: Class 25 contains 82164 members 
Mstep: Class 26 contains 38638 members 
Mstep: Class 27 contains 601 members 
Mstep: Class 28 contains 112804 members 
Mstep: Class 29 contains 1754 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 4452 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4223 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 668 members 
Mstep: Class 37 contains 872 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6439 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 98271 members 
Mstep: Class 42 contains 10873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758352.000000 Penalty: 93710.203125
Iteration 248Q: 43 clusters Score -1.117584e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 104185 members 
Mstep: Class 3 contains 7351 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 48891 members 
Mstep: Class 6 contains 9760 members 
Mstep: Class 7 contains 5224 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 7250 members 
Mstep: Class 10 contains 106081 members 
Mstep: Class 11 contains 9468 members 
Mstep: Class 12 contains 108923 members 
Mstep: Class 13 contains 13954 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6552 members 
Mstep: Class 16 contains 8457 members 
Mstep: Class 17 contains 23118 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 4294 members 
Mstep: Class 20 contains 2444 members 
Mstep: Class 21 contains 58478 members 
Mstep: Class 22 contains 1470 members 
Mstep: Class 23 contains 4926 members 
Mstep: Class 24 contains 9737 members 
Mstep: Class 25 contains 82077 members 
Mstep: Class 26 contains 38651 members 
Mstep: Class 27 contains 601 members 
Mstep: Class 28 contains 112798 members 
Mstep: Class 29 contains 1754 members 
Mstep: Class 30 contains 2900 members 
Mstep: Class 31 contains 4453 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4217 members 
Mstep: Class 34 contains 1323 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 667 members 
Mstep: Class 37 contains 871 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6439 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 98458 members 
Mstep: Class 42 contains 10844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758384.000000 Penalty: 93710.203125
Iteration 249Q: 43 clusters Score -1.117584e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 104158 members 
Mstep: Class 3 contains 7350 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 48878 members 
Mstep: Class 6 contains 9757 members 
Mstep: Class 7 contains 5225 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 7241 members 
Mstep: Class 10 contains 106059 members 
Mstep: Class 11 contains 9468 members 
Mstep: Class 12 contains 108885 members 
Mstep: Class 13 contains 13956 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6550 members 
Mstep: Class 16 contains 8454 members 
Mstep: Class 17 contains 23129 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 4368 members 
Mstep: Class 20 contains 2462 members 
Mstep: Class 21 contains 58433 members 
Mstep: Class 22 contains 1470 members 
Mstep: Class 23 contains 4929 members 
Mstep: Class 24 contains 9732 members 
Mstep: Class 25 contains 81972 members 
Mstep: Class 26 contains 38656 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112797 members 
Mstep: Class 29 contains 1754 members 
Mstep: Class 30 contains 2901 members 
Mstep: Class 31 contains 4454 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4216 members 
Mstep: Class 34 contains 1323 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 667 members 
Mstep: Class 37 contains 870 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6438 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 98658 members 
Mstep: Class 42 contains 10816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758288.000000 Penalty: 93710.203125
Iteration 250Q: 43 clusters Score -1.117583e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 104140 members 
Mstep: Class 3 contains 7349 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 48869 members 
Mstep: Class 6 contains 9756 members 
Mstep: Class 7 contains 5225 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 7236 members 
Mstep: Class 10 contains 106035 members 
Mstep: Class 11 contains 9468 members 
Mstep: Class 12 contains 108857 members 
Mstep: Class 13 contains 13954 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6550 members 
Mstep: Class 16 contains 8454 members 
Mstep: Class 17 contains 23140 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 4436 members 
Mstep: Class 20 contains 2479 members 
Mstep: Class 21 contains 58373 members 
Mstep: Class 22 contains 1470 members 
Mstep: Class 23 contains 4933 members 
Mstep: Class 24 contains 9730 members 
Mstep: Class 25 contains 81885 members 
Mstep: Class 26 contains 38663 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112786 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 2902 members 
Mstep: Class 31 contains 4455 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4217 members 
Mstep: Class 34 contains 1323 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 666 members 
Mstep: Class 37 contains 871 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6435 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 98839 members 
Mstep: Class 42 contains 10790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758192.000000 Penalty: 93710.203125
Iteration 251Q: 43 clusters Score -1.117582e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 104130 members 
Mstep: Class 3 contains 7350 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 48882 members 
Mstep: Class 6 contains 9753 members 
Mstep: Class 7 contains 5225 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 7233 members 
Mstep: Class 10 contains 106029 members 
Mstep: Class 11 contains 9468 members 
Mstep: Class 12 contains 108802 members 
Mstep: Class 13 contains 13956 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6549 members 
Mstep: Class 16 contains 8459 members 
Mstep: Class 17 contains 23152 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 4506 members 
Mstep: Class 20 contains 2492 members 
Mstep: Class 21 contains 58316 members 
Mstep: Class 22 contains 1470 members 
Mstep: Class 23 contains 4934 members 
Mstep: Class 24 contains 9727 members 
Mstep: Class 25 contains 81805 members 
Mstep: Class 26 contains 38678 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112771 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 2902 members 
Mstep: Class 31 contains 4455 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4216 members 
Mstep: Class 34 contains 1325 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 666 members 
Mstep: Class 37 contains 872 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6431 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 98989 members 
Mstep: Class 42 contains 10759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758104.000000 Penalty: 93710.203125
Iteration 252Q: 43 clusters Score -1.117581e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 104123 members 
Mstep: Class 3 contains 7350 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 48893 members 
Mstep: Class 6 contains 9752 members 
Mstep: Class 7 contains 5225 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 7238 members 
Mstep: Class 10 contains 106060 members 
Mstep: Class 11 contains 9468 members 
Mstep: Class 12 contains 108747 members 
Mstep: Class 13 contains 13956 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6549 members 
Mstep: Class 16 contains 8471 members 
Mstep: Class 17 contains 23158 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 4551 members 
Mstep: Class 20 contains 2500 members 
Mstep: Class 21 contains 58252 members 
Mstep: Class 22 contains 1470 members 
Mstep: Class 23 contains 4932 members 
Mstep: Class 24 contains 9725 members 
Mstep: Class 25 contains 81727 members 
Mstep: Class 26 contains 38685 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112756 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 2902 members 
Mstep: Class 31 contains 4455 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4218 members 
Mstep: Class 34 contains 1327 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 666 members 
Mstep: Class 37 contains 872 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6428 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99121 members 
Mstep: Class 42 contains 10729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758152.000000 Penalty: 93710.203125
Iteration 253Q: 43 clusters Score -1.117582e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 104113 members 
Mstep: Class 3 contains 7352 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 48914 members 
Mstep: Class 6 contains 9751 members 
Mstep: Class 7 contains 5226 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 7240 members 
Mstep: Class 10 contains 106072 members 
Mstep: Class 11 contains 9468 members 
Mstep: Class 12 contains 108681 members 
Mstep: Class 13 contains 13955 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6551 members 
Mstep: Class 16 contains 8473 members 
Mstep: Class 17 contains 23166 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 4605 members 
Mstep: Class 20 contains 2505 members 
Mstep: Class 21 contains 58201 members 
Mstep: Class 22 contains 1470 members 
Mstep: Class 23 contains 4933 members 
Mstep: Class 24 contains 9722 members 
Mstep: Class 25 contains 81652 members 
Mstep: Class 26 contains 38694 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112746 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 2901 members 
Mstep: Class 31 contains 4456 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4221 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 666 members 
Mstep: Class 37 contains 872 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6428 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99240 members 
Mstep: Class 42 contains 10710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758016.000000 Penalty: 93710.203125
Iteration 254Q: 43 clusters Score -1.11758e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 104097 members 
Mstep: Class 3 contains 7354 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 48929 members 
Mstep: Class 6 contains 9752 members 
Mstep: Class 7 contains 5228 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 7244 members 
Mstep: Class 10 contains 106077 members 
Mstep: Class 11 contains 9469 members 
Mstep: Class 12 contains 108660 members 
Mstep: Class 13 contains 13951 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6552 members 
Mstep: Class 16 contains 8469 members 
Mstep: Class 17 contains 23173 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 4658 members 
Mstep: Class 20 contains 2506 members 
Mstep: Class 21 contains 58152 members 
Mstep: Class 22 contains 1470 members 
Mstep: Class 23 contains 4934 members 
Mstep: Class 24 contains 9722 members 
Mstep: Class 25 contains 81601 members 
Mstep: Class 26 contains 38708 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112728 members 
Mstep: Class 29 contains 1751 members 
Mstep: Class 30 contains 2902 members 
Mstep: Class 31 contains 4456 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4223 members 
Mstep: Class 34 contains 1329 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 665 members 
Mstep: Class 37 contains 872 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6426 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99319 members 
Mstep: Class 42 contains 10693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757912.000000 Penalty: 93710.203125
Iteration 255Q: 43 clusters Score -1.117579e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 104087 members 
Mstep: Class 3 contains 7354 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 48913 members 
Mstep: Class 6 contains 9752 members 
Mstep: Class 7 contains 5229 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 7242 members 
Mstep: Class 10 contains 106117 members 
Mstep: Class 11 contains 9469 members 
Mstep: Class 12 contains 108638 members 
Mstep: Class 13 contains 13949 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6553 members 
Mstep: Class 16 contains 8466 members 
Mstep: Class 17 contains 23178 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 4706 members 
Mstep: Class 20 contains 2507 members 
Mstep: Class 21 contains 58092 members 
Mstep: Class 22 contains 1470 members 
Mstep: Class 23 contains 4936 members 
Mstep: Class 24 contains 9720 members 
Mstep: Class 25 contains 81554 members 
Mstep: Class 26 contains 38726 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112711 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 2903 members 
Mstep: Class 31 contains 4457 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4224 members 
Mstep: Class 34 contains 1329 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 664 members 
Mstep: Class 37 contains 872 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6425 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99402 members 
Mstep: Class 42 contains 10679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757840.000000 Penalty: 93710.203125
Iteration 256Q: 43 clusters Score -1.117578e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 104077 members 
Mstep: Class 3 contains 7353 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 48898 members 
Mstep: Class 6 contains 9752 members 
Mstep: Class 7 contains 5231 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 7241 members 
Mstep: Class 10 contains 106134 members 
Mstep: Class 11 contains 9470 members 
Mstep: Class 12 contains 108604 members 
Mstep: Class 13 contains 13950 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6551 members 
Mstep: Class 16 contains 8471 members 
Mstep: Class 17 contains 23184 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 4752 members 
Mstep: Class 20 contains 2508 members 
Mstep: Class 21 contains 58047 members 
Mstep: Class 22 contains 1470 members 
Mstep: Class 23 contains 4935 members 
Mstep: Class 24 contains 9720 members 
Mstep: Class 25 contains 81512 members 
Mstep: Class 26 contains 38735 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112702 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 2904 members 
Mstep: Class 31 contains 4457 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4224 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 663 members 
Mstep: Class 37 contains 872 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6425 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99492 members 
Mstep: Class 42 contains 10663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757896.000000 Penalty: 93710.203125
Iteration 257Q: 43 clusters Score -1.117579e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 104061 members 
Mstep: Class 3 contains 7353 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 48890 members 
Mstep: Class 6 contains 9752 members 
Mstep: Class 7 contains 5232 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 7244 members 
Mstep: Class 10 contains 106151 members 
Mstep: Class 11 contains 9470 members 
Mstep: Class 12 contains 108571 members 
Mstep: Class 13 contains 13950 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6550 members 
Mstep: Class 16 contains 8476 members 
Mstep: Class 17 contains 23183 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 4792 members 
Mstep: Class 20 contains 2508 members 
Mstep: Class 21 contains 58012 members 
Mstep: Class 22 contains 1470 members 
Mstep: Class 23 contains 4940 members 
Mstep: Class 24 contains 9720 members 
Mstep: Class 25 contains 81471 members 
Mstep: Class 26 contains 38749 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112692 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 2903 members 
Mstep: Class 31 contains 4457 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4224 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 663 members 
Mstep: Class 37 contains 872 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6427 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99575 members 
Mstep: Class 42 contains 10645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757904.000000 Penalty: 93710.203125
Iteration 258Q: 43 clusters Score -1.117579e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 104055 members 
Mstep: Class 3 contains 7353 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 48876 members 
Mstep: Class 6 contains 9753 members 
Mstep: Class 7 contains 5233 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 7242 members 
Mstep: Class 10 contains 106151 members 
Mstep: Class 11 contains 9469 members 
Mstep: Class 12 contains 108559 members 
Mstep: Class 13 contains 13950 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6550 members 
Mstep: Class 16 contains 8482 members 
Mstep: Class 17 contains 23185 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 4836 members 
Mstep: Class 20 contains 2510 members 
Mstep: Class 21 contains 57984 members 
Mstep: Class 22 contains 1470 members 
Mstep: Class 23 contains 4938 members 
Mstep: Class 24 contains 9720 members 
Mstep: Class 25 contains 81445 members 
Mstep: Class 26 contains 38768 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112698 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 2903 members 
Mstep: Class 31 contains 4457 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4227 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 663 members 
Mstep: Class 37 contains 872 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6426 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99603 members 
Mstep: Class 42 contains 10630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757992.000000 Penalty: 93710.203125
Iteration 259Q: 43 clusters Score -1.11758e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 104059 members 
Mstep: Class 3 contains 7354 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 48868 members 
Mstep: Class 6 contains 9751 members 
Mstep: Class 7 contains 5233 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 7239 members 
Mstep: Class 10 contains 106150 members 
Mstep: Class 11 contains 9469 members 
Mstep: Class 12 contains 108559 members 
Mstep: Class 13 contains 13951 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6550 members 
Mstep: Class 16 contains 8488 members 
Mstep: Class 17 contains 23187 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 4869 members 
Mstep: Class 20 contains 2512 members 
Mstep: Class 21 contains 57963 members 
Mstep: Class 22 contains 1470 members 
Mstep: Class 23 contains 4937 members 
Mstep: Class 24 contains 9720 members 
Mstep: Class 25 contains 81417 members 
Mstep: Class 26 contains 38788 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112694 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2903 members 
Mstep: Class 31 contains 4459 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4228 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 663 members 
Mstep: Class 37 contains 872 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6427 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99624 members 
Mstep: Class 42 contains 10606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757912.000000 Penalty: 93710.203125
Iteration 260F: 43 clusters Score -1.117579e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 104040 members 
Mstep: Class 3 contains 7355 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 48857 members 
Mstep: Class 6 contains 9750 members 
Mstep: Class 7 contains 5233 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 7242 members 
Mstep: Class 10 contains 106143 members 
Mstep: Class 11 contains 9469 members 
Mstep: Class 12 contains 108576 members 
Mstep: Class 13 contains 13951 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6549 members 
Mstep: Class 16 contains 8493 members 
Mstep: Class 17 contains 23186 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 4894 members 
Mstep: Class 20 contains 2524 members 
Mstep: Class 21 contains 57935 members 
Mstep: Class 22 contains 1470 members 
Mstep: Class 23 contains 4932 members 
Mstep: Class 24 contains 9719 members 
Mstep: Class 25 contains 81402 members 
Mstep: Class 26 contains 38800 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112694 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2903 members 
Mstep: Class 31 contains 4459 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4220 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 663 members 
Mstep: Class 37 contains 871 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6428 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99665 members 
Mstep: Class 42 contains 10588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758016.000000 Penalty: 93710.203125
Iteration 261Q: 43 clusters Score -1.11758e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 104027 members 
Mstep: Class 3 contains 7355 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 48848 members 
Mstep: Class 6 contains 9750 members 
Mstep: Class 7 contains 5233 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 7240 members 
Mstep: Class 10 contains 106132 members 
Mstep: Class 11 contains 9468 members 
Mstep: Class 12 contains 108591 members 
Mstep: Class 13 contains 13953 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6549 members 
Mstep: Class 16 contains 8499 members 
Mstep: Class 17 contains 23185 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 4925 members 
Mstep: Class 20 contains 2544 members 
Mstep: Class 21 contains 57910 members 
Mstep: Class 22 contains 1470 members 
Mstep: Class 23 contains 4930 members 
Mstep: Class 24 contains 9717 members 
Mstep: Class 25 contains 81377 members 
Mstep: Class 26 contains 38814 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112697 members 
Mstep: Class 29 contains 1746 members 
Mstep: Class 30 contains 2903 members 
Mstep: Class 31 contains 4459 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4213 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 662 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6423 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99698 members 
Mstep: Class 42 contains 10572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757984.000000 Penalty: 93710.203125
Iteration 262Q: 43 clusters Score -1.11758e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 104017 members 
Mstep: Class 3 contains 7355 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 48833 members 
Mstep: Class 6 contains 9749 members 
Mstep: Class 7 contains 5234 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 7239 members 
Mstep: Class 10 contains 106138 members 
Mstep: Class 11 contains 9466 members 
Mstep: Class 12 contains 108590 members 
Mstep: Class 13 contains 13950 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6547 members 
Mstep: Class 16 contains 8500 members 
Mstep: Class 17 contains 23190 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 4955 members 
Mstep: Class 20 contains 2560 members 
Mstep: Class 21 contains 57884 members 
Mstep: Class 22 contains 1470 members 
Mstep: Class 23 contains 4929 members 
Mstep: Class 24 contains 9719 members 
Mstep: Class 25 contains 81364 members 
Mstep: Class 26 contains 38823 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112701 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 2903 members 
Mstep: Class 31 contains 4459 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4207 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 662 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6417 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99733 members 
Mstep: Class 42 contains 10550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758024.000000 Penalty: 93710.203125
Iteration 263Q: 43 clusters Score -1.11758e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 104019 members 
Mstep: Class 3 contains 7357 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 48813 members 
Mstep: Class 6 contains 9748 members 
Mstep: Class 7 contains 5236 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 7235 members 
Mstep: Class 10 contains 106137 members 
Mstep: Class 11 contains 9466 members 
Mstep: Class 12 contains 108588 members 
Mstep: Class 13 contains 13949 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6545 members 
Mstep: Class 16 contains 8502 members 
Mstep: Class 17 contains 23194 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 4991 members 
Mstep: Class 20 contains 2578 members 
Mstep: Class 21 contains 57856 members 
Mstep: Class 22 contains 1470 members 
Mstep: Class 23 contains 4927 members 
Mstep: Class 24 contains 9722 members 
Mstep: Class 25 contains 81349 members 
Mstep: Class 26 contains 38834 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112708 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 2903 members 
Mstep: Class 31 contains 4459 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4198 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 662 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6414 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99756 members 
Mstep: Class 42 contains 10533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758096.000000 Penalty: 93710.203125
Iteration 264Q: 43 clusters Score -1.117581e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 104026 members 
Mstep: Class 3 contains 7356 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 48802 members 
Mstep: Class 6 contains 9747 members 
Mstep: Class 7 contains 5238 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 7236 members 
Mstep: Class 10 contains 106144 members 
Mstep: Class 11 contains 9466 members 
Mstep: Class 12 contains 108576 members 
Mstep: Class 13 contains 13949 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6544 members 
Mstep: Class 16 contains 8511 members 
Mstep: Class 17 contains 23187 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5020 members 
Mstep: Class 20 contains 2597 members 
Mstep: Class 21 contains 57836 members 
Mstep: Class 22 contains 1470 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 9716 members 
Mstep: Class 25 contains 81326 members 
Mstep: Class 26 contains 38853 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112715 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 2901 members 
Mstep: Class 31 contains 4459 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4193 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 662 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6413 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99774 members 
Mstep: Class 42 contains 10515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758088.000000 Penalty: 93710.203125
Iteration 265Q: 43 clusters Score -1.117581e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 104036 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 48792 members 
Mstep: Class 6 contains 9746 members 
Mstep: Class 7 contains 5239 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 7242 members 
Mstep: Class 10 contains 106124 members 
Mstep: Class 11 contains 9466 members 
Mstep: Class 12 contains 108590 members 
Mstep: Class 13 contains 13950 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6544 members 
Mstep: Class 16 contains 8513 members 
Mstep: Class 17 contains 23183 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5047 members 
Mstep: Class 20 contains 2602 members 
Mstep: Class 21 contains 57815 members 
Mstep: Class 22 contains 1470 members 
Mstep: Class 23 contains 4925 members 
Mstep: Class 24 contains 9712 members 
Mstep: Class 25 contains 81319 members 
Mstep: Class 26 contains 38869 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112717 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 2900 members 
Mstep: Class 31 contains 4456 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4186 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 662 members 
Mstep: Class 37 contains 866 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6410 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99788 members 
Mstep: Class 42 contains 10503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757912.000000 Penalty: 93710.203125
Iteration 266Q: 43 clusters Score -1.117579e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 104047 members 
Mstep: Class 3 contains 7360 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 48777 members 
Mstep: Class 6 contains 9746 members 
Mstep: Class 7 contains 5240 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 7248 members 
Mstep: Class 10 contains 106113 members 
Mstep: Class 11 contains 9466 members 
Mstep: Class 12 contains 108613 members 
Mstep: Class 13 contains 13949 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6544 members 
Mstep: Class 16 contains 8517 members 
Mstep: Class 17 contains 23181 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5070 members 
Mstep: Class 20 contains 2618 members 
Mstep: Class 21 contains 57802 members 
Mstep: Class 22 contains 1470 members 
Mstep: Class 23 contains 4928 members 
Mstep: Class 24 contains 9712 members 
Mstep: Class 25 contains 81304 members 
Mstep: Class 26 contains 38881 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 112715 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 2900 members 
Mstep: Class 31 contains 4456 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4169 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 662 members 
Mstep: Class 37 contains 863 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6406 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99788 members 
Mstep: Class 42 contains 10492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757992.000000 Penalty: 93710.203125
Iteration 267Q: 43 clusters Score -1.11758e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 104038 members 
Mstep: Class 3 contains 7361 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 48764 members 
Mstep: Class 6 contains 9746 members 
Mstep: Class 7 contains 5241 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 7249 members 
Mstep: Class 10 contains 106105 members 
Mstep: Class 11 contains 9466 members 
Mstep: Class 12 contains 108638 members 
Mstep: Class 13 contains 13948 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6545 members 
Mstep: Class 16 contains 8519 members 
Mstep: Class 17 contains 23186 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5093 members 
Mstep: Class 20 contains 2644 members 
Mstep: Class 21 contains 57786 members 
Mstep: Class 22 contains 1470 members 
Mstep: Class 23 contains 4927 members 
Mstep: Class 24 contains 9708 members 
Mstep: Class 25 contains 81287 members 
Mstep: Class 26 contains 38889 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 112718 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 2901 members 
Mstep: Class 31 contains 4459 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4148 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 662 members 
Mstep: Class 37 contains 859 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6402 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99797 members 
Mstep: Class 42 contains 10485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758184.000000 Penalty: 93710.203125
Iteration 268Q: 43 clusters Score -1.117582e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 104029 members 
Mstep: Class 3 contains 7361 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 48748 members 
Mstep: Class 6 contains 9746 members 
Mstep: Class 7 contains 5241 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 7247 members 
Mstep: Class 10 contains 106116 members 
Mstep: Class 11 contains 9466 members 
Mstep: Class 12 contains 108659 members 
Mstep: Class 13 contains 13946 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6546 members 
Mstep: Class 16 contains 8518 members 
Mstep: Class 17 contains 23187 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5114 members 
Mstep: Class 20 contains 2670 members 
Mstep: Class 21 contains 57764 members 
Mstep: Class 22 contains 1470 members 
Mstep: Class 23 contains 4928 members 
Mstep: Class 24 contains 9701 members 
Mstep: Class 25 contains 81272 members 
Mstep: Class 26 contains 38897 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 112723 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 2901 members 
Mstep: Class 31 contains 4458 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4136 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 662 members 
Mstep: Class 37 contains 853 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6400 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99816 members 
Mstep: Class 42 contains 10471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758184.000000 Penalty: 93710.203125
Iteration 269Q: 43 clusters Score -1.117582e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 104026 members 
Mstep: Class 3 contains 7362 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 48738 members 
Mstep: Class 6 contains 9746 members 
Mstep: Class 7 contains 5241 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 7243 members 
Mstep: Class 10 contains 106136 members 
Mstep: Class 11 contains 9466 members 
Mstep: Class 12 contains 108672 members 
Mstep: Class 13 contains 13947 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6546 members 
Mstep: Class 16 contains 8517 members 
Mstep: Class 17 contains 23193 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5134 members 
Mstep: Class 20 contains 2719 members 
Mstep: Class 21 contains 57722 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 4929 members 
Mstep: Class 24 contains 9689 members 
Mstep: Class 25 contains 81259 members 
Mstep: Class 26 contains 38908 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 112728 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2902 members 
Mstep: Class 31 contains 4458 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4117 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 662 members 
Mstep: Class 37 contains 847 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6400 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99815 members 
Mstep: Class 42 contains 10458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758136.000000 Penalty: 93710.203125
Iteration 270Q: 43 clusters Score -1.117581e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 104006 members 
Mstep: Class 3 contains 7364 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 48730 members 
Mstep: Class 6 contains 9746 members 
Mstep: Class 7 contains 5240 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 7241 members 
Mstep: Class 10 contains 106164 members 
Mstep: Class 11 contains 9466 members 
Mstep: Class 12 contains 108692 members 
Mstep: Class 13 contains 13945 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6545 members 
Mstep: Class 16 contains 8527 members 
Mstep: Class 17 contains 23203 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5150 members 
Mstep: Class 20 contains 2770 members 
Mstep: Class 21 contains 57658 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 9673 members 
Mstep: Class 25 contains 81244 members 
Mstep: Class 26 contains 38920 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 112733 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2902 members 
Mstep: Class 31 contains 4457 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4106 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 662 members 
Mstep: Class 37 contains 838 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6404 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99818 members 
Mstep: Class 42 contains 10451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758392.000000 Penalty: 93710.203125
Iteration 271Q: 43 clusters Score -1.117584e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 103996 members 
Mstep: Class 3 contains 7364 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 48743 members 
Mstep: Class 6 contains 9744 members 
Mstep: Class 7 contains 5239 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 7238 members 
Mstep: Class 10 contains 106173 members 
Mstep: Class 11 contains 9465 members 
Mstep: Class 12 contains 108731 members 
Mstep: Class 13 contains 13943 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6544 members 
Mstep: Class 16 contains 8533 members 
Mstep: Class 17 contains 23209 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5167 members 
Mstep: Class 20 contains 2824 members 
Mstep: Class 21 contains 57597 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 4932 members 
Mstep: Class 24 contains 9662 members 
Mstep: Class 25 contains 81221 members 
Mstep: Class 26 contains 38934 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 112734 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2903 members 
Mstep: Class 31 contains 4460 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4091 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 662 members 
Mstep: Class 37 contains 819 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6405 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99812 members 
Mstep: Class 42 contains 10448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758304.000000 Penalty: 93710.203125
Iteration 272Q: 43 clusters Score -1.117583e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 103985 members 
Mstep: Class 3 contains 7365 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 48767 members 
Mstep: Class 6 contains 9743 members 
Mstep: Class 7 contains 5239 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 7239 members 
Mstep: Class 10 contains 106178 members 
Mstep: Class 11 contains 9465 members 
Mstep: Class 12 contains 108754 members 
Mstep: Class 13 contains 13943 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6546 members 
Mstep: Class 16 contains 8534 members 
Mstep: Class 17 contains 23210 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5180 members 
Mstep: Class 20 contains 2851 members 
Mstep: Class 21 contains 57558 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 4937 members 
Mstep: Class 24 contains 9658 members 
Mstep: Class 25 contains 81198 members 
Mstep: Class 26 contains 38947 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 112741 members 
Mstep: Class 29 contains 1747 members 
Mstep: Class 30 contains 2904 members 
Mstep: Class 31 contains 4461 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4084 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 662 members 
Mstep: Class 37 contains 805 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6401 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99806 members 
Mstep: Class 42 contains 10438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758240.000000 Penalty: 93710.203125
Iteration 273Q: 43 clusters Score -1.117582e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 103991 members 
Mstep: Class 3 contains 7365 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 48782 members 
Mstep: Class 6 contains 9743 members 
Mstep: Class 7 contains 5239 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 7236 members 
Mstep: Class 10 contains 106200 members 
Mstep: Class 11 contains 9465 members 
Mstep: Class 12 contains 108772 members 
Mstep: Class 13 contains 13941 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6552 members 
Mstep: Class 16 contains 8534 members 
Mstep: Class 17 contains 23202 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 2861 members 
Mstep: Class 21 contains 57532 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 4941 members 
Mstep: Class 24 contains 9654 members 
Mstep: Class 25 contains 81187 members 
Mstep: Class 26 contains 38956 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 112741 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2904 members 
Mstep: Class 31 contains 4462 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4079 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 663 members 
Mstep: Class 37 contains 788 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6400 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99795 members 
Mstep: Class 42 contains 10432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758264.000000 Penalty: 93710.203125
Iteration 274Q: 43 clusters Score -1.117583e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 103980 members 
Mstep: Class 3 contains 7366 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 48800 members 
Mstep: Class 6 contains 9741 members 
Mstep: Class 7 contains 5239 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 7234 members 
Mstep: Class 10 contains 106232 members 
Mstep: Class 11 contains 9464 members 
Mstep: Class 12 contains 108775 members 
Mstep: Class 13 contains 13943 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6555 members 
Mstep: Class 16 contains 8532 members 
Mstep: Class 17 contains 23204 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5201 members 
Mstep: Class 20 contains 2870 members 
Mstep: Class 21 contains 57514 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 4941 members 
Mstep: Class 24 contains 9651 members 
Mstep: Class 25 contains 81166 members 
Mstep: Class 26 contains 38965 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 112739 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2904 members 
Mstep: Class 31 contains 4462 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4075 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 663 members 
Mstep: Class 37 contains 781 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6397 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99786 members 
Mstep: Class 42 contains 10428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758400.000000 Penalty: 93710.203125
Iteration 275Q: 43 clusters Score -1.117584e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 103981 members 
Mstep: Class 3 contains 7366 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 48808 members 
Mstep: Class 6 contains 9740 members 
Mstep: Class 7 contains 5239 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 7233 members 
Mstep: Class 10 contains 106258 members 
Mstep: Class 11 contains 9464 members 
Mstep: Class 12 contains 108776 members 
Mstep: Class 13 contains 13944 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6561 members 
Mstep: Class 16 contains 8528 members 
Mstep: Class 17 contains 23208 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5208 members 
Mstep: Class 20 contains 2871 members 
Mstep: Class 21 contains 57504 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 4945 members 
Mstep: Class 24 contains 9651 members 
Mstep: Class 25 contains 81148 members 
Mstep: Class 26 contains 38977 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 112740 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2904 members 
Mstep: Class 31 contains 4462 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4070 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 663 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6399 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99772 members 
Mstep: Class 42 contains 10417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758336.000000 Penalty: 93710.203125
Iteration 276Q: 43 clusters Score -1.117583e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 103999 members 
Mstep: Class 3 contains 7365 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 48804 members 
Mstep: Class 6 contains 9739 members 
Mstep: Class 7 contains 5240 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 7233 members 
Mstep: Class 10 contains 106268 members 
Mstep: Class 11 contains 9464 members 
Mstep: Class 12 contains 108784 members 
Mstep: Class 13 contains 13945 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6567 members 
Mstep: Class 16 contains 8527 members 
Mstep: Class 17 contains 23209 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5215 members 
Mstep: Class 20 contains 2872 members 
Mstep: Class 21 contains 57486 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 4951 members 
Mstep: Class 24 contains 9651 members 
Mstep: Class 25 contains 81136 members 
Mstep: Class 26 contains 38985 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 112743 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2904 members 
Mstep: Class 31 contains 4462 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4068 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 663 members 
Mstep: Class 37 contains 761 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6397 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99764 members 
Mstep: Class 42 contains 10406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758384.000000 Penalty: 93710.203125
Iteration 277Q: 43 clusters Score -1.117584e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 104022 members 
Mstep: Class 3 contains 7365 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 48796 members 
Mstep: Class 6 contains 9735 members 
Mstep: Class 7 contains 5241 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 7234 members 
Mstep: Class 10 contains 106260 members 
Mstep: Class 11 contains 9464 members 
Mstep: Class 12 contains 108791 members 
Mstep: Class 13 contains 13943 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6578 members 
Mstep: Class 16 contains 8525 members 
Mstep: Class 17 contains 23210 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5223 members 
Mstep: Class 20 contains 2876 members 
Mstep: Class 21 contains 57464 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 9652 members 
Mstep: Class 25 contains 81116 members 
Mstep: Class 26 contains 38993 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 112766 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2902 members 
Mstep: Class 31 contains 4462 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4066 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 662 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6397 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99768 members 
Mstep: Class 42 contains 10395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758232.000000 Penalty: 93710.203125
Iteration 278Q: 43 clusters Score -1.117582e+08 nChanged 345
Entering ConstructFrom: 
Score: -111758232.000000 Penalty: 93710.203125
Entering ConstructFrom: 
Trying to split cluster 1 (7342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Entering Unmasked Estep 
Score: -914547.187500 Penalty: 1446.472046
	Iteration 0F: 2 clusters Score -914547.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -909117.250000 Penalty: 2892.944092
	Iteration 0F: 3 clusters Score -909117.2 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -910728.812500 Penalty: 2892.944092
	Iteration 1F: 3 clusters Score -910728.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -910949.875000 Penalty: 2892.944092
	Iteration 2F: 3 clusters Score -910949.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -911101.625000 Penalty: 2892.944092
	Iteration 3Q: 3 clusters Score -911101.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -911219.000000 Penalty: 2892.944092
	Iteration 4Q: 3 clusters Score -911219 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -911318.500000 Penalty: 2892.944092
	Iteration 5Q: 3 clusters Score -911318.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -911423.687500 Penalty: 2892.944092
	Iteration 6Q: 3 clusters Score -911423.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -911549.750000 Penalty: 2892.944092
	Iteration 7Q: 3 clusters Score -911549.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -911688.312500 Penalty: 2892.944092
	Iteration 8Q: 3 clusters Score -911688.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -911817.250000 Penalty: 2892.944092
	Iteration 9Q: 3 clusters Score -911817.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -911944.000000 Penalty: 2892.944092
	Iteration 10Q: 3 clusters Score -911944 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -912039.375000 Penalty: 2892.944092
	Iteration 11Q: 3 clusters Score -912039.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -912144.812500 Penalty: 2892.944092
	Iteration 12Q: 3 clusters Score -912144.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -912252.562500 Penalty: 2892.944092
	Iteration 13Q: 3 clusters Score -912252.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -912339.500000 Penalty: 2892.944092
	Iteration 14Q: 3 clusters Score -912339.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -912419.250000 Penalty: 2892.944092
	Iteration 15Q: 3 clusters Score -912419.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -912497.500000 Penalty: 2892.944092
	Iteration 16Q: 3 clusters Score -912497.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -912554.750000 Penalty: 2892.944092
	Iteration 17Q: 3 clusters Score -912554.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -912607.250000 Penalty: 2892.944092
	Iteration 18Q: 3 clusters Score -912607.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -912650.125000 Penalty: 2892.944092
	Iteration 19Q: 3 clusters Score -912650.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -912695.562500 Penalty: 2892.944092
	Iteration 20F: 3 clusters Score -912695.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -912736.625000 Penalty: 2892.944092
	Iteration 21Q: 3 clusters Score -912736.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -912770.500000 Penalty: 2892.944092
	Iteration 22Q: 3 clusters Score -912770.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -912803.312500 Penalty: 2892.944092
	Iteration 23Q: 3 clusters Score -912803.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -912834.812500 Penalty: 2892.944092
	Iteration 24Q: 3 clusters Score -912834.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -912859.375000 Penalty: 2892.944092
	Iteration 25Q: 3 clusters Score -912859.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -912881.125000 Penalty: 2892.944092
	Iteration 26Q: 3 clusters Score -912881.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -912907.312500 Penalty: 2892.944092
	Iteration 27Q: 3 clusters Score -912907.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -912934.375000 Penalty: 2892.944092
	Iteration 28Q: 3 clusters Score -912934.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -912960.875000 Penalty: 2892.944092
	Iteration 29Q: 3 clusters Score -912960.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -912982.000000 Penalty: 2892.944092
	Iteration 30Q: 3 clusters Score -912982 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -913005.875000 Penalty: 2892.944092
	Iteration 31Q: 3 clusters Score -913005.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -913023.812500 Penalty: 2892.944092
	Iteration 32Q: 3 clusters Score -913023.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -913048.375000 Penalty: 2892.944092
	Iteration 33Q: 3 clusters Score -913048.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -913074.625000 Penalty: 2892.944092
	Iteration 34Q: 3 clusters Score -913074.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -913091.062500 Penalty: 2892.944092
	Iteration 35Q: 3 clusters Score -913091.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -913116.062500 Penalty: 2892.944092
	Iteration 36Q: 3 clusters Score -913116.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -913128.625000 Penalty: 2892.944092
	Iteration 37Q: 3 clusters Score -913128.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -913142.125000 Penalty: 2892.944092
	Iteration 38Q: 3 clusters Score -913142.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -913153.437500 Penalty: 2892.944092
	Iteration 39Q: 3 clusters Score -913153.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -913173.375000 Penalty: 2892.944092
	Iteration 40F: 3 clusters Score -913173.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -913191.687500 Penalty: 2892.944092
	Iteration 41Q: 3 clusters Score -913191.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -913206.500000 Penalty: 2892.944092
	Iteration 42Q: 3 clusters Score -913206.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -913219.062500 Penalty: 2892.944092
	Iteration 43Q: 3 clusters Score -913219.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -913239.437500 Penalty: 2892.944092
	Iteration 44Q: 3 clusters Score -913239.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -913258.875000 Penalty: 2892.944092
	Iteration 45Q: 3 clusters Score -913258.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -913274.687500 Penalty: 2892.944092
	Iteration 46Q: 3 clusters Score -913274.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -913287.562500 Penalty: 2892.944092
	Iteration 47Q: 3 clusters Score -913287.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -913300.062500 Penalty: 2892.944092
	Iteration 48Q: 3 clusters Score -913300.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -913313.312500 Penalty: 2892.944092
	Iteration 49Q: 3 clusters Score -913313.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -913322.687500 Penalty: 2892.944092
	Iteration 50Q: 3 clusters Score -913322.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -913328.562500 Penalty: 2892.944092
	Iteration 51Q: 3 clusters Score -913328.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -913333.250000 Penalty: 2892.944092
	Iteration 52Q: 3 clusters Score -913333.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -913342.625000 Penalty: 2892.944092
	Iteration 53Q: 3 clusters Score -913342.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -913349.750000 Penalty: 2892.944092
	Iteration 54Q: 3 clusters Score -913349.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -913361.375000 Penalty: 2892.944092
	Iteration 55Q: 3 clusters Score -913361.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -913364.437500 Penalty: 2892.944092
	Iteration 56Q: 3 clusters Score -913364.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -913367.875000 Penalty: 2892.944092
	Iteration 57Q: 3 clusters Score -913367.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -913370.812500 Penalty: 2892.944092
	Iteration 58Q: 3 clusters Score -913370.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -913379.437500 Penalty: 2892.944092
	Iteration 59Q: 3 clusters Score -913379.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -913381.687500 Penalty: 2892.944092
	Iteration 60F: 3 clusters Score -913381.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -913385.687500 Penalty: 2892.944092
	Iteration 61Q: 3 clusters Score -913385.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -913389.625000 Penalty: 2892.944092
	Iteration 62Q: 3 clusters Score -913389.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -913391.562500 Penalty: 2892.944092
	Iteration 63Q: 3 clusters Score -913391.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -913395.437500 Penalty: 2892.944092
	Iteration 64Q: 3 clusters Score -913395.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -913396.187500 Penalty: 2892.944092
	Iteration 65Q: 3 clusters Score -913396.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -913397.937500 Penalty: 2892.944092
	Iteration 66Q: 3 clusters Score -913397.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -913397.812500 Penalty: 2892.944092
	Iteration 67Q: 3 clusters Score -913397.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -913399.500000 Penalty: 2892.944092
	Iteration 68Q: 3 clusters Score -913399.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -913400.937500 Penalty: 2892.944092
	Iteration 69Q: 3 clusters Score -913400.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -913402.562500 Penalty: 2892.944092
	Iteration 70Q: 3 clusters Score -913402.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -913402.875000 Penalty: 2892.944092
	Iteration 71Q: 3 clusters Score -913402.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -913402.062500 Penalty: 2892.944092
	Iteration 72Q: 3 clusters Score -913402.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -913402.187500 Penalty: 2892.944092
	Iteration 73Q: 3 clusters Score -913402.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -913403.125000 Penalty: 2892.944092
	Iteration 74Q: 3 clusters Score -913403.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -913401.812500 Penalty: 2892.944092
	Iteration 75Q: 3 clusters Score -913401.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -913401.812500 Penalty: 2892.944092
	Iteration 76F: 3 clusters Score -913401.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (104033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104033 members 
Entering Unmasked Estep 
Score: -13092272.000000 Penalty: 1877.275269
	Iteration 0F: 2 clusters Score -1.309227e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51955 members 
Mstep: Class 2 contains 52078 members 
Entering Unmasked Estep 
Score: -13026621.000000 Penalty: 3754.550537
	Iteration 0F: 3 clusters Score -1.302662e+07 nChanged 49465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51502 members 
Mstep: Class 2 contains 52531 members 
Entering Unmasked Estep 
Score: -13056031.000000 Penalty: 3754.550537
	Iteration 1F: 3 clusters Score -1.305603e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51496 members 
Mstep: Class 2 contains 52537 members 
Entering Unmasked Estep 
Score: -13057222.000000 Penalty: 3754.550537
	Iteration 2Q: 3 clusters Score -1.305722e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51525 members 
Mstep: Class 2 contains 52508 members 
Entering Unmasked Estep 
Score: -13058459.000000 Penalty: 3754.550537
	Iteration 3Q: 3 clusters Score -1.305846e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51645 members 
Mstep: Class 2 contains 52388 members 
Entering Unmasked Estep 
Score: -13059890.000000 Penalty: 3754.550537
	Iteration 4Q: 3 clusters Score -1.305989e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 52000 members 
Entering Unmasked Estep 
Score: -13061824.000000 Penalty: 3754.550537
	Iteration 5Q: 3 clusters Score -1.306182e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52924 members 
Mstep: Class 2 contains 51109 members 
Entering Unmasked Estep 
Score: -13064291.000000 Penalty: 3754.550537
	Iteration 6Q: 3 clusters Score -1.306429e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54347 members 
Mstep: Class 2 contains 49686 members 
Entering Unmasked Estep 
Score: -13067569.000000 Penalty: 3754.550537
	Iteration 7F: 3 clusters Score -1.306757e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56020 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -13071729.000000 Penalty: 3754.550537
	Iteration 8F: 3 clusters Score -1.307173e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57602 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -13075838.000000 Penalty: 3754.550537
	Iteration 9F: 3 clusters Score -1.307584e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58898 members 
Mstep: Class 2 contains 45135 members 
Entering Unmasked Estep 
Score: -13078853.000000 Penalty: 3754.550537
	Iteration 10F: 3 clusters Score -1.307885e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59950 members 
Mstep: Class 2 contains 44083 members 
Entering Unmasked Estep 
Score: -13080224.000000 Penalty: 3754.550537
	Iteration 11Q: 3 clusters Score -1.308022e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60923 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -13080764.000000 Penalty: 3754.550537
	Iteration 12Q: 3 clusters Score -1.308076e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61928 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -13081016.000000 Penalty: 3754.550537
	Iteration 13Q: 3 clusters Score -1.308102e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62961 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -13081253.000000 Penalty: 3754.550537
	Iteration 14Q: 3 clusters Score -1.308125e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64004 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -13081535.000000 Penalty: 3754.550537
	Iteration 15Q: 3 clusters Score -1.308154e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65167 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -13081738.000000 Penalty: 3754.550537
	Iteration 16Q: 3 clusters Score -1.308174e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66361 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -13082022.000000 Penalty: 3754.550537
	Iteration 17Q: 3 clusters Score -1.308202e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67613 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -13082349.000000 Penalty: 3754.550537
	Iteration 18Q: 3 clusters Score -1.308235e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68878 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -13082699.000000 Penalty: 3754.550537
	Iteration 19Q: 3 clusters Score -1.30827e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70105 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -13082996.000000 Penalty: 3754.550537
	Iteration 20F: 3 clusters Score -1.3083e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71406 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -13083401.000000 Penalty: 3754.550537
	Iteration 21Q: 3 clusters Score -1.30834e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72702 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -13083755.000000 Penalty: 3754.550537
	Iteration 22Q: 3 clusters Score -1.308376e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73970 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -13084145.000000 Penalty: 3754.550537
	Iteration 23Q: 3 clusters Score -1.308414e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75250 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -13084562.000000 Penalty: 3754.550537
	Iteration 24Q: 3 clusters Score -1.308456e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -13085061.000000 Penalty: 3754.550537
	Iteration 25Q: 3 clusters Score -1.308506e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77662 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -13085548.000000 Penalty: 3754.550537
	Iteration 26Q: 3 clusters Score -1.308555e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78815 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -13086075.000000 Penalty: 3754.550537
	Iteration 27Q: 3 clusters Score -1.308608e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79891 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -13086686.000000 Penalty: 3754.550537
	Iteration 28Q: 3 clusters Score -1.308669e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80905 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -13087402.000000 Penalty: 3754.550537
	Iteration 29Q: 3 clusters Score -1.30874e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81716 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -13088069.000000 Penalty: 3754.550537
	Iteration 30Q: 3 clusters Score -1.308807e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82403 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -13088589.000000 Penalty: 3754.550537
	Iteration 31Q: 3 clusters Score -1.308859e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82994 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -13089027.000000 Penalty: 3754.550537
	Iteration 32Q: 3 clusters Score -1.308903e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83389 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -13089421.000000 Penalty: 3754.550537
	Iteration 33Q: 3 clusters Score -1.308942e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83699 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -13089626.000000 Penalty: 3754.550537
	Iteration 34Q: 3 clusters Score -1.308963e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83922 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -13089883.000000 Penalty: 3754.550537
	Iteration 35Q: 3 clusters Score -1.308988e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84057 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -13090098.000000 Penalty: 3754.550537
	Iteration 36Q: 3 clusters Score -1.30901e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84198 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -13090241.000000 Penalty: 3754.550537
	Iteration 37Q: 3 clusters Score -1.309024e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84307 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -13090400.000000 Penalty: 3754.550537
	Iteration 38Q: 3 clusters Score -1.30904e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84388 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -13090536.000000 Penalty: 3754.550537
	Iteration 39Q: 3 clusters Score -1.309054e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84478 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -13090664.000000 Penalty: 3754.550537
	Iteration 40F: 3 clusters Score -1.309066e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84614 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -13090778.000000 Penalty: 3754.550537
	Iteration 41Q: 3 clusters Score -1.309078e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84753 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -13090985.000000 Penalty: 3754.550537
	Iteration 42Q: 3 clusters Score -1.309098e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84881 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -13091067.000000 Penalty: 3754.550537
	Iteration 43Q: 3 clusters Score -1.309107e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85020 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -13091213.000000 Penalty: 3754.550537
	Iteration 44Q: 3 clusters Score -1.309121e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85157 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -13091407.000000 Penalty: 3754.550537
	Iteration 45Q: 3 clusters Score -1.309141e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85341 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -13091519.000000 Penalty: 3754.550537
	Iteration 46Q: 3 clusters Score -1.309152e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85533 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -13091703.000000 Penalty: 3754.550537
	Iteration 47Q: 3 clusters Score -1.30917e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85733 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -13091954.000000 Penalty: 3754.550537
	Iteration 48Q: 3 clusters Score -1.309195e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85916 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -13092094.000000 Penalty: 3754.550537
	Iteration 49Q: 3 clusters Score -1.309209e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86096 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -13092239.000000 Penalty: 3754.550537
	Iteration 50Q: 3 clusters Score -1.309224e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86265 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -13092330.000000 Penalty: 3754.550537
	Iteration 51Q: 3 clusters Score -1.309233e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86403 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -13092435.000000 Penalty: 3754.550537
	Iteration 52Q: 3 clusters Score -1.309244e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86556 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -13092543.000000 Penalty: 3754.550537
	Iteration 53Q: 3 clusters Score -1.309254e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86728 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -13092585.000000 Penalty: 3754.550537
	Iteration 54Q: 3 clusters Score -1.309258e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86897 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -13092622.000000 Penalty: 3754.550537
	Iteration 55Q: 3 clusters Score -1.309262e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87047 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -13092653.000000 Penalty: 3754.550537
	Iteration 56Q: 3 clusters Score -1.309265e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87198 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -13092677.000000 Penalty: 3754.550537
	Iteration 57Q: 3 clusters Score -1.309268e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87348 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -13092727.000000 Penalty: 3754.550537
	Iteration 58Q: 3 clusters Score -1.309273e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87514 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -13092756.000000 Penalty: 3754.550537
	Iteration 59Q: 3 clusters Score -1.309276e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87666 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -13092791.000000 Penalty: 3754.550537
	Iteration 60F: 3 clusters Score -1.309279e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87841 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -13092816.000000 Penalty: 3754.550537
	Iteration 61Q: 3 clusters Score -1.309282e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87997 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -13092831.000000 Penalty: 3754.550537
	Iteration 62Q: 3 clusters Score -1.309283e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88149 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -13092875.000000 Penalty: 3754.550537
	Iteration 63Q: 3 clusters Score -1.309288e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88299 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -13092916.000000 Penalty: 3754.550537
	Iteration 64Q: 3 clusters Score -1.309292e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88428 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -13092976.000000 Penalty: 3754.550537
	Iteration 65Q: 3 clusters Score -1.309298e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88579 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -13092978.000000 Penalty: 3754.550537
	Iteration 66Q: 3 clusters Score -1.309298e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88723 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -13092967.000000 Penalty: 3754.550537
	Iteration 67Q: 3 clusters Score -1.309297e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88867 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -13092963.000000 Penalty: 3754.550537
	Iteration 68Q: 3 clusters Score -1.309296e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88999 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -13093000.000000 Penalty: 3754.550537
	Iteration 69Q: 3 clusters Score -1.3093e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89119 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -13092989.000000 Penalty: 3754.550537
	Iteration 70Q: 3 clusters Score -1.309299e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89251 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -13093007.000000 Penalty: 3754.550537
	Iteration 71Q: 3 clusters Score -1.309301e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89383 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -13092992.000000 Penalty: 3754.550537
	Iteration 72Q: 3 clusters Score -1.309299e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89499 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -13092998.000000 Penalty: 3754.550537
	Iteration 73Q: 3 clusters Score -1.3093e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89606 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -13093010.000000 Penalty: 3754.550537
	Iteration 74Q: 3 clusters Score -1.309301e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89728 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -13093034.000000 Penalty: 3754.550537
	Iteration 75Q: 3 clusters Score -1.309303e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89822 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -13093030.000000 Penalty: 3754.550537
	Iteration 76Q: 3 clusters Score -1.309303e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89912 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -13093018.000000 Penalty: 3754.550537
	Iteration 77Q: 3 clusters Score -1.309302e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89997 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -13093039.000000 Penalty: 3754.550537
	Iteration 78Q: 3 clusters Score -1.309304e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90065 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -13093041.000000 Penalty: 3754.550537
	Iteration 79Q: 3 clusters Score -1.309304e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90138 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -13093046.000000 Penalty: 3754.550537
	Iteration 80F: 3 clusters Score -1.309305e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90206 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -13093040.000000 Penalty: 3754.550537
	Iteration 81Q: 3 clusters Score -1.309304e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90263 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -13093057.000000 Penalty: 3754.550537
	Iteration 82Q: 3 clusters Score -1.309306e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90315 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -13093068.000000 Penalty: 3754.550537
	Iteration 83Q: 3 clusters Score -1.309307e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90363 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -13093075.000000 Penalty: 3754.550537
	Iteration 84Q: 3 clusters Score -1.309308e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90392 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -13093082.000000 Penalty: 3754.550537
	Iteration 85Q: 3 clusters Score -1.309308e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90424 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -13093071.000000 Penalty: 3754.550537
	Iteration 86Q: 3 clusters Score -1.309307e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90453 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -13093097.000000 Penalty: 3754.550537
	Iteration 87Q: 3 clusters Score -1.30931e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90492 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -13093093.000000 Penalty: 3754.550537
	Iteration 88Q: 3 clusters Score -1.309309e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90530 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -13093099.000000 Penalty: 3754.550537
	Iteration 89Q: 3 clusters Score -1.30931e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90566 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -13093120.000000 Penalty: 3754.550537
	Iteration 90Q: 3 clusters Score -1.309312e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90604 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -13093132.000000 Penalty: 3754.550537
	Iteration 91Q: 3 clusters Score -1.309313e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90632 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -13093140.000000 Penalty: 3754.550537
	Iteration 92Q: 3 clusters Score -1.309314e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90674 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -13093147.000000 Penalty: 3754.550537
	Iteration 93Q: 3 clusters Score -1.309315e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90716 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -13093157.000000 Penalty: 3754.550537
	Iteration 94Q: 3 clusters Score -1.309316e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90759 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -13093167.000000 Penalty: 3754.550537
	Iteration 95Q: 3 clusters Score -1.309317e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90811 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -13093175.000000 Penalty: 3754.550537
	Iteration 96Q: 3 clusters Score -1.309318e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90868 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -13093194.000000 Penalty: 3754.550537
	Iteration 97Q: 3 clusters Score -1.309319e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90926 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -13093196.000000 Penalty: 3754.550537
	Iteration 98Q: 3 clusters Score -1.30932e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90980 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -13093208.000000 Penalty: 3754.550537
	Iteration 99Q: 3 clusters Score -1.309321e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91037 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -13093216.000000 Penalty: 3754.550537
	Iteration 100F: 3 clusters Score -1.309322e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91092 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -13093206.000000 Penalty: 3754.550537
	Iteration 101Q: 3 clusters Score -1.309321e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91154 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -13093230.000000 Penalty: 3754.550537
	Iteration 102Q: 3 clusters Score -1.309323e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91204 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -13093247.000000 Penalty: 3754.550537
	Iteration 103Q: 3 clusters Score -1.309325e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91256 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -13093240.000000 Penalty: 3754.550537
	Iteration 104Q: 3 clusters Score -1.309324e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91311 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -13093237.000000 Penalty: 3754.550537
	Iteration 105Q: 3 clusters Score -1.309324e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91368 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -13093247.000000 Penalty: 3754.550537
	Iteration 106Q: 3 clusters Score -1.309325e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91428 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -13093256.000000 Penalty: 3754.550537
	Iteration 107Q: 3 clusters Score -1.309326e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91490 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -13093245.000000 Penalty: 3754.550537
	Iteration 108Q: 3 clusters Score -1.309324e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91563 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -13093253.000000 Penalty: 3754.550537
	Iteration 109Q: 3 clusters Score -1.309325e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91634 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -13093283.000000 Penalty: 3754.550537
	Iteration 110Q: 3 clusters Score -1.309328e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91694 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -13093310.000000 Penalty: 3754.550537
	Iteration 111Q: 3 clusters Score -1.309331e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91753 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -13093328.000000 Penalty: 3754.550537
	Iteration 112Q: 3 clusters Score -1.309333e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91811 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -13093350.000000 Penalty: 3754.550537
	Iteration 113Q: 3 clusters Score -1.309335e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91860 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -13093361.000000 Penalty: 3754.550537
	Iteration 114Q: 3 clusters Score -1.309336e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91912 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -13093395.000000 Penalty: 3754.550537
	Iteration 115Q: 3 clusters Score -1.30934e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91957 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -13093382.000000 Penalty: 3754.550537
	Iteration 116Q: 3 clusters Score -1.309338e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92010 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -13093377.000000 Penalty: 3754.550537
	Iteration 117Q: 3 clusters Score -1.309338e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92068 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -13093382.000000 Penalty: 3754.550537
	Iteration 118Q: 3 clusters Score -1.309338e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92127 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -13093400.000000 Penalty: 3754.550537
	Iteration 119Q: 3 clusters Score -1.30934e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92193 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -13093411.000000 Penalty: 3754.550537
	Iteration 120F: 3 clusters Score -1.309341e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92247 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -13093404.000000 Penalty: 3754.550537
	Iteration 121Q: 3 clusters Score -1.30934e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92302 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -13093395.000000 Penalty: 3754.550537
	Iteration 122Q: 3 clusters Score -1.30934e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92350 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -13093411.000000 Penalty: 3754.550537
	Iteration 123Q: 3 clusters Score -1.309341e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92404 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -13093411.000000 Penalty: 3754.550537
	Iteration 124Q: 3 clusters Score -1.309341e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92458 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -13093394.000000 Penalty: 3754.550537
	Iteration 125Q: 3 clusters Score -1.309339e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92510 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -13093404.000000 Penalty: 3754.550537
	Iteration 126Q: 3 clusters Score -1.30934e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92556 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -13093398.000000 Penalty: 3754.550537
	Iteration 127Q: 3 clusters Score -1.30934e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92587 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -13093382.000000 Penalty: 3754.550537
	Iteration 128Q: 3 clusters Score -1.309338e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92627 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -13093369.000000 Penalty: 3754.550537
	Iteration 129Q: 3 clusters Score -1.309337e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92670 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -13093366.000000 Penalty: 3754.550537
	Iteration 130Q: 3 clusters Score -1.309337e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92694 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -13093358.000000 Penalty: 3754.550537
	Iteration 131Q: 3 clusters Score -1.309336e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92719 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -13093372.000000 Penalty: 3754.550537
	Iteration 132Q: 3 clusters Score -1.309337e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92743 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -13093382.000000 Penalty: 3754.550537
	Iteration 133Q: 3 clusters Score -1.309338e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92759 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -13093395.000000 Penalty: 3754.550537
	Iteration 134Q: 3 clusters Score -1.30934e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92772 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -13093398.000000 Penalty: 3754.550537
	Iteration 135Q: 3 clusters Score -1.30934e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92789 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -13093403.000000 Penalty: 3754.550537
	Iteration 136Q: 3 clusters Score -1.30934e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92807 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -13093421.000000 Penalty: 3754.550537
	Iteration 137Q: 3 clusters Score -1.309342e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92820 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -13093441.000000 Penalty: 3754.550537
	Iteration 138Q: 3 clusters Score -1.309344e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92830 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -13093451.000000 Penalty: 3754.550537
	Iteration 139Q: 3 clusters Score -1.309345e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92843 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -13093446.000000 Penalty: 3754.550537
	Iteration 140F: 3 clusters Score -1.309345e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92858 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -13093446.000000 Penalty: 3754.550537
	Iteration 141Q: 3 clusters Score -1.309345e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92871 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -13093448.000000 Penalty: 3754.550537
	Iteration 142Q: 3 clusters Score -1.309345e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92883 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -13093448.000000 Penalty: 3754.550537
	Iteration 143Q: 3 clusters Score -1.309345e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92895 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -13093462.000000 Penalty: 3754.550537
	Iteration 144Q: 3 clusters Score -1.309346e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92905 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -13093463.000000 Penalty: 3754.550537
	Iteration 145Q: 3 clusters Score -1.309346e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92914 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -13093474.000000 Penalty: 3754.550537
	Iteration 146Q: 3 clusters Score -1.309347e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92924 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -13093465.000000 Penalty: 3754.550537
	Iteration 147Q: 3 clusters Score -1.309346e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92936 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -13093468.000000 Penalty: 3754.550537
	Iteration 148Q: 3 clusters Score -1.309347e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92955 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -13093468.000000 Penalty: 3754.550537
	Iteration 149Q: 3 clusters Score -1.309347e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92973 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -13093456.000000 Penalty: 3754.550537
	Iteration 150Q: 3 clusters Score -1.309346e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92990 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -13093457.000000 Penalty: 3754.550537
	Iteration 151Q: 3 clusters Score -1.309346e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93010 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -13093464.000000 Penalty: 3754.550537
	Iteration 152Q: 3 clusters Score -1.309346e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93035 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -13093480.000000 Penalty: 3754.550537
	Iteration 153Q: 3 clusters Score -1.309348e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93056 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -13093491.000000 Penalty: 3754.550537
	Iteration 154Q: 3 clusters Score -1.309349e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93075 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -13093491.000000 Penalty: 3754.550537
	Iteration 155Q: 3 clusters Score -1.309349e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93100 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -13093505.000000 Penalty: 3754.550537
	Iteration 156Q: 3 clusters Score -1.30935e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93122 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -13093510.000000 Penalty: 3754.550537
	Iteration 157Q: 3 clusters Score -1.309351e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93143 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -13093520.000000 Penalty: 3754.550537
	Iteration 158Q: 3 clusters Score -1.309352e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93158 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -13093514.000000 Penalty: 3754.550537
	Iteration 159Q: 3 clusters Score -1.309351e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93176 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -13093511.000000 Penalty: 3754.550537
	Iteration 160F: 3 clusters Score -1.309351e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93190 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -13093509.000000 Penalty: 3754.550537
	Iteration 161Q: 3 clusters Score -1.309351e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93200 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -13093510.000000 Penalty: 3754.550537
	Iteration 162Q: 3 clusters Score -1.309351e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93211 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -13093513.000000 Penalty: 3754.550537
	Iteration 163Q: 3 clusters Score -1.309351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93219 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -13093507.000000 Penalty: 3754.550537
	Iteration 164Q: 3 clusters Score -1.309351e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93228 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -13093517.000000 Penalty: 3754.550537
	Iteration 165Q: 3 clusters Score -1.309352e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93237 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -13093517.000000 Penalty: 3754.550537
	Iteration 166Q: 3 clusters Score -1.309352e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93244 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -13093515.000000 Penalty: 3754.550537
	Iteration 167Q: 3 clusters Score -1.309352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93248 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -13093499.000000 Penalty: 3754.550537
	Iteration 168Q: 3 clusters Score -1.30935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93250 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -13093506.000000 Penalty: 3754.550537
	Iteration 169Q: 3 clusters Score -1.309351e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93258 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -13093505.000000 Penalty: 3754.550537
	Iteration 170Q: 3 clusters Score -1.30935e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93270 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -13093496.000000 Penalty: 3754.550537
	Iteration 171Q: 3 clusters Score -1.30935e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93289 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -13093499.000000 Penalty: 3754.550537
	Iteration 172Q: 3 clusters Score -1.30935e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93305 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -13093477.000000 Penalty: 3754.550537
	Iteration 173Q: 3 clusters Score -1.309348e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93317 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -13093487.000000 Penalty: 3754.550537
	Iteration 174Q: 3 clusters Score -1.309349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93324 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -13093490.000000 Penalty: 3754.550537
	Iteration 175Q: 3 clusters Score -1.309349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93330 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -13093490.000000 Penalty: 3754.550537
	Iteration 176Q: 3 clusters Score -1.309349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93334 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -13093496.000000 Penalty: 3754.550537
	Iteration 177Q: 3 clusters Score -1.30935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93339 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -13093495.000000 Penalty: 3754.550537
	Iteration 178Q: 3 clusters Score -1.30935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93344 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -13093505.000000 Penalty: 3754.550537
	Iteration 179Q: 3 clusters Score -1.30935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93346 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -13093501.000000 Penalty: 3754.550537
	Iteration 180F: 3 clusters Score -1.30935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93348 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -13093500.000000 Penalty: 3754.550537
	Iteration 181Q: 3 clusters Score -1.30935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93349 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -13093498.000000 Penalty: 3754.550537
	Iteration 182Q: 3 clusters Score -1.30935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93350 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -13093499.000000 Penalty: 3754.550537
	Iteration 183Q: 3 clusters Score -1.30935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93351 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -13093502.000000 Penalty: 3754.550537
	Iteration 184Q: 3 clusters Score -1.30935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93352 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -13093497.000000 Penalty: 3754.550537
	Iteration 185Q: 3 clusters Score -1.30935e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93352 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -13093497.000000 Penalty: 3754.550537
	Iteration 186F: 3 clusters Score -1.30935e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 93352 members 
Mstep: Class 3 contains 7364 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 48797 members 
Mstep: Class 6 contains 9732 members 
Mstep: Class 7 contains 5242 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 7233 members 
Mstep: Class 10 contains 106270 members 
Mstep: Class 11 contains 9464 members 
Mstep: Class 12 contains 108796 members 
Mstep: Class 13 contains 13943 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6586 members 
Mstep: Class 16 contains 8524 members 
Mstep: Class 17 contains 23212 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 57432 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 9649 members 
Mstep: Class 25 contains 81105 members 
Mstep: Class 26 contains 39004 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 112778 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2901 members 
Mstep: Class 31 contains 4462 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4066 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 662 members 
Mstep: Class 37 contains 760 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6396 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99767 members 
Mstep: Class 42 contains 10387 members 
Mstep: Class 43 contains 10681 members 
Entering Unmasked Estep 
Score: -111758976.000000 Penalty: 95941.398438
Splitting cluster 2 changes total score from -111758232.000000 to -111758976.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 3 (7364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Entering Unmasked Estep 
Score: -873352.500000 Penalty: 1446.958374
	Iteration 0F: 2 clusters Score -873352.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -867866.000000 Penalty: 2893.916748
	Iteration 0F: 3 clusters Score -867866 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -869818.812500 Penalty: 2893.916748
	Iteration 1F: 3 clusters Score -869818.8 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -870365.125000 Penalty: 2893.916748
	Iteration 2F: 3 clusters Score -870365.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -870816.687500 Penalty: 2893.916748
	Iteration 3F: 3 clusters Score -870816.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -871212.062500 Penalty: 2893.916748
	Iteration 4F: 3 clusters Score -871212.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -871505.437500 Penalty: 2893.916748
	Iteration 5F: 3 clusters Score -871505.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -871710.937500 Penalty: 2893.916748
	Iteration 6Q: 3 clusters Score -871710.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -871829.250000 Penalty: 2893.916748
	Iteration 7Q: 3 clusters Score -871829.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -871901.062500 Penalty: 2893.916748
	Iteration 8Q: 3 clusters Score -871901.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -871958.062500 Penalty: 2893.916748
	Iteration 9Q: 3 clusters Score -871958.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -871996.562500 Penalty: 2893.916748
	Iteration 10Q: 3 clusters Score -871996.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -872038.062500 Penalty: 2893.916748
	Iteration 11Q: 3 clusters Score -872038.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -872073.125000 Penalty: 2893.916748
	Iteration 12Q: 3 clusters Score -872073.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -872118.187500 Penalty: 2893.916748
	Iteration 13Q: 3 clusters Score -872118.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -872170.750000 Penalty: 2893.916748
	Iteration 14Q: 3 clusters Score -872170.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -872232.125000 Penalty: 2893.916748
	Iteration 15Q: 3 clusters Score -872232.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -872296.937500 Penalty: 2893.916748
	Iteration 16Q: 3 clusters Score -872296.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -872349.812500 Penalty: 2893.916748
	Iteration 17Q: 3 clusters Score -872349.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -872409.250000 Penalty: 2893.916748
	Iteration 18Q: 3 clusters Score -872409.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -872459.750000 Penalty: 2893.916748
	Iteration 19Q: 3 clusters Score -872459.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -872499.312500 Penalty: 2893.916748
	Iteration 20F: 3 clusters Score -872499.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -872529.125000 Penalty: 2893.916748
	Iteration 21Q: 3 clusters Score -872529.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -872549.812500 Penalty: 2893.916748
	Iteration 22Q: 3 clusters Score -872549.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -872569.687500 Penalty: 2893.916748
	Iteration 23Q: 3 clusters Score -872569.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -872587.875000 Penalty: 2893.916748
	Iteration 24Q: 3 clusters Score -872587.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -872602.312500 Penalty: 2893.916748
	Iteration 25Q: 3 clusters Score -872602.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -872615.062500 Penalty: 2893.916748
	Iteration 26Q: 3 clusters Score -872615.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -872623.937500 Penalty: 2893.916748
	Iteration 27Q: 3 clusters Score -872623.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -872639.312500 Penalty: 2893.916748
	Iteration 28Q: 3 clusters Score -872639.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -872647.250000 Penalty: 2893.916748
	Iteration 29Q: 3 clusters Score -872647.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -872654.687500 Penalty: 2893.916748
	Iteration 30Q: 3 clusters Score -872654.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -872664.062500 Penalty: 2893.916748
	Iteration 31Q: 3 clusters Score -872664.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -872671.937500 Penalty: 2893.916748
	Iteration 32Q: 3 clusters Score -872671.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -872675.875000 Penalty: 2893.916748
	Iteration 33Q: 3 clusters Score -872675.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -872681.625000 Penalty: 2893.916748
	Iteration 34Q: 3 clusters Score -872681.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -872684.250000 Penalty: 2893.916748
	Iteration 35Q: 3 clusters Score -872684.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -872684.625000 Penalty: 2893.916748
	Iteration 36Q: 3 clusters Score -872684.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -872687.687500 Penalty: 2893.916748
	Iteration 37Q: 3 clusters Score -872687.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -872691.812500 Penalty: 2893.916748
	Iteration 38Q: 3 clusters Score -872691.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -872697.625000 Penalty: 2893.916748
	Iteration 39Q: 3 clusters Score -872697.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -872701.500000 Penalty: 2893.916748
	Iteration 40F: 3 clusters Score -872701.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -872702.625000 Penalty: 2893.916748
	Iteration 41Q: 3 clusters Score -872702.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -872705.562500 Penalty: 2893.916748
	Iteration 42Q: 3 clusters Score -872705.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -872704.562500 Penalty: 2893.916748
	Iteration 43Q: 3 clusters Score -872704.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -872707.375000 Penalty: 2893.916748
	Iteration 44Q: 3 clusters Score -872707.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -872711.750000 Penalty: 2893.916748
	Iteration 45Q: 3 clusters Score -872711.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -872712.937500 Penalty: 2893.916748
	Iteration 46Q: 3 clusters Score -872712.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -872712.500000 Penalty: 2893.916748
	Iteration 47Q: 3 clusters Score -872712.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -872712.500000 Penalty: 2893.916748
	Iteration 48Q: 3 clusters Score -872712.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -872713.562500 Penalty: 2893.916748
	Iteration 49Q: 3 clusters Score -872713.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -872715.187500 Penalty: 2893.916748
	Iteration 50Q: 3 clusters Score -872715.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -872717.125000 Penalty: 2893.916748
	Iteration 51Q: 3 clusters Score -872717.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -872720.250000 Penalty: 2893.916748
	Iteration 52Q: 3 clusters Score -872720.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -872721.562500 Penalty: 2893.916748
	Iteration 53Q: 3 clusters Score -872721.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -872724.000000 Penalty: 2893.916748
	Iteration 54Q: 3 clusters Score -872724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -872723.687500 Penalty: 2893.916748
	Iteration 55Q: 3 clusters Score -872723.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -872723.687500 Penalty: 2893.916748
	Iteration 56Q: 3 clusters Score -872723.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -872723.500000 Penalty: 2893.916748
	Iteration 57Q: 3 clusters Score -872723.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -872724.125000 Penalty: 2893.916748
	Iteration 58Q: 3 clusters Score -872724.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -872725.125000 Penalty: 2893.916748
	Iteration 59Q: 3 clusters Score -872725.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -872723.500000 Penalty: 2893.916748
	Iteration 60F: 3 clusters Score -872723.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -872725.687500 Penalty: 2893.916748
	Iteration 61Q: 3 clusters Score -872725.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -872724.687500 Penalty: 2893.916748
	Iteration 62Q: 3 clusters Score -872724.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -872726.062500 Penalty: 2893.916748
	Iteration 63Q: 3 clusters Score -872726.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -872725.375000 Penalty: 2893.916748
	Iteration 64Q: 3 clusters Score -872725.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -872727.625000 Penalty: 2893.916748
	Iteration 65Q: 3 clusters Score -872727.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -872726.437500 Penalty: 2893.916748
	Iteration 66Q: 3 clusters Score -872726.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -872729.312500 Penalty: 2893.916748
	Iteration 67Q: 3 clusters Score -872729.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -872729.000000 Penalty: 2893.916748
	Iteration 68Q: 3 clusters Score -872729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -872728.625000 Penalty: 2893.916748
	Iteration 69Q: 3 clusters Score -872728.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -872730.000000 Penalty: 2893.916748
	Iteration 70Q: 3 clusters Score -872730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -872730.000000 Penalty: 2893.916748
	Iteration 71F: 3 clusters Score -872730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -53686.093750 Penalty: 1001.196167
	Iteration 0F: 2 clusters Score -53686.09 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 253 members 
Entering Unmasked Estep 
Score: -52691.472656 Penalty: 2002.392334
	Iteration 0F: 3 clusters Score -52691.47 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -53047.136719 Penalty: 2002.392334
	Iteration 1F: 3 clusters Score -53047.14 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -53206.902344 Penalty: 2002.392334
	Iteration 2F: 3 clusters Score -53206.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -53286.640625 Penalty: 2002.392334
	Iteration 3F: 3 clusters Score -53286.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -53381.332031 Penalty: 2002.392334
	Iteration 4F: 3 clusters Score -53381.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -53413.429688 Penalty: 2002.392334
	Iteration 5Q: 3 clusters Score -53413.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -53449.640625 Penalty: 2002.392334
	Iteration 6Q: 3 clusters Score -53449.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -53467.726562 Penalty: 2002.392334
	Iteration 7Q: 3 clusters Score -53467.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -53489.531250 Penalty: 2002.392334
	Iteration 8Q: 3 clusters Score -53489.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -53507.640625 Penalty: 2002.392334
	Iteration 9Q: 3 clusters Score -53507.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -53513.101562 Penalty: 2002.392334
	Iteration 10Q: 3 clusters Score -53513.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -53513.101562 Penalty: 2002.392334
	Iteration 11F: 3 clusters Score -53513.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Entering Unmasked Estep 
Score: -6144061.000000 Penalty: 1754.256470
	Iteration 0F: 2 clusters Score -6144061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -6111499.000000 Penalty: 3508.512939
	Iteration 0F: 3 clusters Score -6111499 nChanged 22897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -6124596.000000 Penalty: 3508.512939
	Iteration 1F: 3 clusters Score -6124596 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -6125462.500000 Penalty: 3508.512939
	Iteration 2Q: 3 clusters Score -6125462 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -6126700.500000 Penalty: 3508.512939
	Iteration 3F: 3 clusters Score -6126700 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -6128546.500000 Penalty: 3508.512939
	Iteration 4F: 3 clusters Score -6128546 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -6131173.500000 Penalty: 3508.512939
	Iteration 5F: 3 clusters Score -6131174 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -6134387.000000 Penalty: 3508.512939
	Iteration 6F: 3 clusters Score -6134387 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -6137188.500000 Penalty: 3508.512939
	Iteration 7F: 3 clusters Score -6137188 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -6139305.500000 Penalty: 3508.512939
	Iteration 8Q: 3 clusters Score -6139306 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -6140525.500000 Penalty: 3508.512939
	Iteration 9Q: 3 clusters Score -6140526 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -6141257.000000 Penalty: 3508.512939
	Iteration 10Q: 3 clusters Score -6141257 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -6141773.000000 Penalty: 3508.512939
	Iteration 11Q: 3 clusters Score -6141773 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -6142042.000000 Penalty: 3508.512939
	Iteration 12Q: 3 clusters Score -6142042 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -6142232.500000 Penalty: 3508.512939
	Iteration 13Q: 3 clusters Score -6142232 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -6142372.500000 Penalty: 3508.512939
	Iteration 14Q: 3 clusters Score -6142372 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47946 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6142473.000000 Penalty: 3508.512939
	Iteration 15Q: 3 clusters Score -6142473 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6142491.500000 Penalty: 3508.512939
	Iteration 16Q: 3 clusters Score -6142492 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48058 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6142524.500000 Penalty: 3508.512939
	Iteration 17Q: 3 clusters Score -6142524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48082 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6142539.000000 Penalty: 3508.512939
	Iteration 18Q: 3 clusters Score -6142539 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6142548.000000 Penalty: 3508.512939
	Iteration 19Q: 3 clusters Score -6142548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6142549.000000 Penalty: 3508.512939
	Iteration 20F: 3 clusters Score -6142549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48132 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6142546.500000 Penalty: 3508.512939
	Iteration 21Q: 3 clusters Score -6142546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48151 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -6142555.500000 Penalty: 3508.512939
	Iteration 22Q: 3 clusters Score -6142556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6142566.000000 Penalty: 3508.512939
	Iteration 23Q: 3 clusters Score -6142566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6142573.000000 Penalty: 3508.512939
	Iteration 24Q: 3 clusters Score -6142573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6142573.500000 Penalty: 3508.512939
	Iteration 25Q: 3 clusters Score -6142574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48196 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6142576.000000 Penalty: 3508.512939
	Iteration 26Q: 3 clusters Score -6142576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6142581.500000 Penalty: 3508.512939
	Iteration 27Q: 3 clusters Score -6142582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6142576.500000 Penalty: 3508.512939
	Iteration 28Q: 3 clusters Score -6142576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48200 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6142572.000000 Penalty: 3508.512939
	Iteration 29Q: 3 clusters Score -6142572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48200 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6142572.000000 Penalty: 3508.512939
	Iteration 30F: 3 clusters Score -6142572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Entering Unmasked Estep 
Score: -1224655.000000 Penalty: 1492.265991
	Iteration 0F: 2 clusters Score -1224655 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 4847 members 
Entering Unmasked Estep 
Score: -1217666.125000 Penalty: 2984.531982
	Iteration 0F: 3 clusters Score -1217666 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1219969.125000 Penalty: 2984.531982
	Iteration 1F: 3 clusters Score -1219969 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1220298.375000 Penalty: 2984.531982
	Iteration 2F: 3 clusters Score -1220298 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1220673.500000 Penalty: 2984.531982
	Iteration 3F: 3 clusters Score -1220674 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1221152.500000 Penalty: 2984.531982
	Iteration 4F: 3 clusters Score -1221152 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1221702.500000 Penalty: 2984.531982
	Iteration 5F: 3 clusters Score -1221702 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1222210.125000 Penalty: 2984.531982
	Iteration 6F: 3 clusters Score -1222210 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1222643.750000 Penalty: 2984.531982
	Iteration 7F: 3 clusters Score -1222644 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1222958.125000 Penalty: 2984.531982
	Iteration 8Q: 3 clusters Score -1222958 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1223177.500000 Penalty: 2984.531982
	Iteration 9Q: 3 clusters Score -1223178 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1223332.625000 Penalty: 2984.531982
	Iteration 10Q: 3 clusters Score -1223333 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1223440.875000 Penalty: 2984.531982
	Iteration 11Q: 3 clusters Score -1223441 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1223518.500000 Penalty: 2984.531982
	Iteration 12Q: 3 clusters Score -1223518 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1223573.750000 Penalty: 2984.531982
	Iteration 13Q: 3 clusters Score -1223574 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1223610.000000 Penalty: 2984.531982
	Iteration 14Q: 3 clusters Score -1223610 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1223639.750000 Penalty: 2984.531982
	Iteration 15Q: 3 clusters Score -1223640 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1223663.750000 Penalty: 2984.531982
	Iteration 16Q: 3 clusters Score -1223664 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1223686.375000 Penalty: 2984.531982
	Iteration 17Q: 3 clusters Score -1223686 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1223698.625000 Penalty: 2984.531982
	Iteration 18Q: 3 clusters Score -1223699 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1223708.625000 Penalty: 2984.531982
	Iteration 19Q: 3 clusters Score -1223709 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1223717.750000 Penalty: 2984.531982
	Iteration 20F: 3 clusters Score -1223718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1223724.500000 Penalty: 2984.531982
	Iteration 21Q: 3 clusters Score -1223724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1223730.000000 Penalty: 2984.531982
	Iteration 22Q: 3 clusters Score -1223730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1223738.750000 Penalty: 2984.531982
	Iteration 23Q: 3 clusters Score -1223739 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1223740.375000 Penalty: 2984.531982
	Iteration 24Q: 3 clusters Score -1223740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1223749.000000 Penalty: 2984.531982
	Iteration 25Q: 3 clusters Score -1223749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1223748.375000 Penalty: 2984.531982
	Iteration 26Q: 3 clusters Score -1223748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1223754.500000 Penalty: 2984.531982
	Iteration 27Q: 3 clusters Score -1223754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1223757.875000 Penalty: 2984.531982
	Iteration 28Q: 3 clusters Score -1223758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1223760.125000 Penalty: 2984.531982
	Iteration 29Q: 3 clusters Score -1223760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1223763.625000 Penalty: 2984.531982
	Iteration 30Q: 3 clusters Score -1223764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1223764.250000 Penalty: 2984.531982
	Iteration 31Q: 3 clusters Score -1223764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1223766.875000 Penalty: 2984.531982
	Iteration 32Q: 3 clusters Score -1223767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1223768.125000 Penalty: 2984.531982
	Iteration 33Q: 3 clusters Score -1223768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1223771.750000 Penalty: 2984.531982
	Iteration 34Q: 3 clusters Score -1223772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1223771.750000 Penalty: 2984.531982
	Iteration 35Q: 3 clusters Score -1223772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1223771.125000 Penalty: 2984.531982
	Iteration 36Q: 3 clusters Score -1223771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1223770.500000 Penalty: 2984.531982
	Iteration 37Q: 3 clusters Score -1223770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1223771.500000 Penalty: 2984.531982
	Iteration 38Q: 3 clusters Score -1223772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1223771.500000 Penalty: 2984.531982
	Iteration 39F: 3 clusters Score -1223772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Entering Unmasked Estep 
Score: -649794.375000 Penalty: 1391.724609
	Iteration 0F: 2 clusters Score -649794.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -645683.437500 Penalty: 2783.449219
	Iteration 0F: 3 clusters Score -645683.4 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -646790.562500 Penalty: 2783.449219
	Iteration 1F: 3 clusters Score -646790.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -646969.937500 Penalty: 2783.449219
	Iteration 2F: 3 clusters Score -646969.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -647095.000000 Penalty: 2783.449219
	Iteration 3F: 3 clusters Score -647095 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -647200.812500 Penalty: 2783.449219
	Iteration 4Q: 3 clusters Score -647200.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -647296.750000 Penalty: 2783.449219
	Iteration 5Q: 3 clusters Score -647296.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -647394.750000 Penalty: 2783.449219
	Iteration 6Q: 3 clusters Score -647394.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -647494.312500 Penalty: 2783.449219
	Iteration 7Q: 3 clusters Score -647494.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -647591.687500 Penalty: 2783.449219
	Iteration 8Q: 3 clusters Score -647591.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -647695.375000 Penalty: 2783.449219
	Iteration 9Q: 3 clusters Score -647695.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -647820.000000 Penalty: 2783.449219
	Iteration 10Q: 3 clusters Score -647820 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -647940.437500 Penalty: 2783.449219
	Iteration 11Q: 3 clusters Score -647940.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -648041.312500 Penalty: 2783.449219
	Iteration 12Q: 3 clusters Score -648041.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -648149.562500 Penalty: 2783.449219
	Iteration 13Q: 3 clusters Score -648149.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -648235.937500 Penalty: 2783.449219
	Iteration 14Q: 3 clusters Score -648235.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -648294.000000 Penalty: 2783.449219
	Iteration 15Q: 3 clusters Score -648294 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -648335.812500 Penalty: 2783.449219
	Iteration 16Q: 3 clusters Score -648335.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -648364.187500 Penalty: 2783.449219
	Iteration 17Q: 3 clusters Score -648364.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -648383.750000 Penalty: 2783.449219
	Iteration 18Q: 3 clusters Score -648383.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -648401.062500 Penalty: 2783.449219
	Iteration 19Q: 3 clusters Score -648401.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -648415.562500 Penalty: 2783.449219
	Iteration 20F: 3 clusters Score -648415.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -648432.062500 Penalty: 2783.449219
	Iteration 21Q: 3 clusters Score -648432.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -648444.250000 Penalty: 2783.449219
	Iteration 22Q: 3 clusters Score -648444.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -648451.875000 Penalty: 2783.449219
	Iteration 23Q: 3 clusters Score -648451.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -648465.500000 Penalty: 2783.449219
	Iteration 24Q: 3 clusters Score -648465.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -648478.437500 Penalty: 2783.449219
	Iteration 25Q: 3 clusters Score -648478.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -648485.125000 Penalty: 2783.449219
	Iteration 26Q: 3 clusters Score -648485.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -648494.562500 Penalty: 2783.449219
	Iteration 27Q: 3 clusters Score -648494.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -648502.625000 Penalty: 2783.449219
	Iteration 28Q: 3 clusters Score -648502.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -648506.312500 Penalty: 2783.449219
	Iteration 29Q: 3 clusters Score -648506.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -648511.812500 Penalty: 2783.449219
	Iteration 30Q: 3 clusters Score -648511.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -648514.500000 Penalty: 2783.449219
	Iteration 31Q: 3 clusters Score -648514.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -648520.625000 Penalty: 2783.449219
	Iteration 32Q: 3 clusters Score -648520.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -648521.500000 Penalty: 2783.449219
	Iteration 33Q: 3 clusters Score -648521.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -648524.562500 Penalty: 2783.449219
	Iteration 34Q: 3 clusters Score -648524.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -648526.312500 Penalty: 2783.449219
	Iteration 35Q: 3 clusters Score -648526.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -648528.312500 Penalty: 2783.449219
	Iteration 36Q: 3 clusters Score -648528.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -648531.937500 Penalty: 2783.449219
	Iteration 37Q: 3 clusters Score -648531.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -648536.562500 Penalty: 2783.449219
	Iteration 38Q: 3 clusters Score -648536.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -648541.625000 Penalty: 2783.449219
	Iteration 39Q: 3 clusters Score -648541.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -648545.187500 Penalty: 2783.449219
	Iteration 40F: 3 clusters Score -648545.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -648549.312500 Penalty: 2783.449219
	Iteration 41Q: 3 clusters Score -648549.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -648556.812500 Penalty: 2783.449219
	Iteration 42Q: 3 clusters Score -648556.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -648566.687500 Penalty: 2783.449219
	Iteration 43Q: 3 clusters Score -648566.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -648573.187500 Penalty: 2783.449219
	Iteration 44Q: 3 clusters Score -648573.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -648578.187500 Penalty: 2783.449219
	Iteration 45Q: 3 clusters Score -648578.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -648582.562500 Penalty: 2783.449219
	Iteration 46Q: 3 clusters Score -648582.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -648585.750000 Penalty: 2783.449219
	Iteration 47Q: 3 clusters Score -648585.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -648588.937500 Penalty: 2783.449219
	Iteration 48Q: 3 clusters Score -648588.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -648594.250000 Penalty: 2783.449219
	Iteration 49Q: 3 clusters Score -648594.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -648594.187500 Penalty: 2783.449219
	Iteration 50Q: 3 clusters Score -648594.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -648599.187500 Penalty: 2783.449219
	Iteration 51Q: 3 clusters Score -648599.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -648601.625000 Penalty: 2783.449219
	Iteration 52Q: 3 clusters Score -648601.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -648604.375000 Penalty: 2783.449219
	Iteration 53Q: 3 clusters Score -648604.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -648606.062500 Penalty: 2783.449219
	Iteration 54Q: 3 clusters Score -648606.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -648606.875000 Penalty: 2783.449219
	Iteration 55Q: 3 clusters Score -648606.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -648607.375000 Penalty: 2783.449219
	Iteration 56Q: 3 clusters Score -648607.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -648609.000000 Penalty: 2783.449219
	Iteration 57Q: 3 clusters Score -648609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -648609.687500 Penalty: 2783.449219
	Iteration 58Q: 3 clusters Score -648609.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -648611.437500 Penalty: 2783.449219
	Iteration 59Q: 3 clusters Score -648611.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -648613.125000 Penalty: 2783.449219
	Iteration 60F: 3 clusters Score -648613.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -648612.500000 Penalty: 2783.449219
	Iteration 61Q: 3 clusters Score -648612.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -648612.500000 Penalty: 2783.449219
	Iteration 62F: 3 clusters Score -648612.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Entering Unmasked Estep 
Score: -159180.437500 Penalty: 1181.312744
	Iteration 0F: 2 clusters Score -159180.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -157526.703125 Penalty: 2362.625488
	Iteration 0F: 3 clusters Score -157526.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -158417.015625 Penalty: 2362.625488
	Iteration 1F: 3 clusters Score -158417 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -158800.875000 Penalty: 2362.625488
	Iteration 2F: 3 clusters Score -158800.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -159155.484375 Penalty: 2362.625488
	Iteration 3F: 3 clusters Score -159155.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -159666.890625 Penalty: 2362.625488
	Iteration 4F: 3 clusters Score -159666.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -159867.625000 Penalty: 2362.625488
	Iteration 5Q: 3 clusters Score -159867.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -159917.296875 Penalty: 2362.625488
	Iteration 6Q: 3 clusters Score -159917.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -159951.703125 Penalty: 2362.625488
	Iteration 7Q: 3 clusters Score -159951.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -159985.906250 Penalty: 2362.625488
	Iteration 8Q: 3 clusters Score -159985.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -160014.140625 Penalty: 2362.625488
	Iteration 9Q: 3 clusters Score -160014.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -160024.109375 Penalty: 2362.625488
	Iteration 10Q: 3 clusters Score -160024.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -160033.546875 Penalty: 2362.625488
	Iteration 11Q: 3 clusters Score -160033.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -160056.843750 Penalty: 2362.625488
	Iteration 12Q: 3 clusters Score -160056.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -160074.203125 Penalty: 2362.625488
	Iteration 13Q: 3 clusters Score -160074.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -160077.265625 Penalty: 2362.625488
	Iteration 14Q: 3 clusters Score -160077.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -160077.265625 Penalty: 2362.625488
	Iteration 15F: 3 clusters Score -160077.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 93352 members 
Mstep: Class 3 contains 7364 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 48797 members 
Mstep: Class 6 contains 9732 members 
Mstep: Class 7 contains 5242 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 7233 members 
Mstep: Class 10 contains 106270 members 
Mstep: Class 11 contains 9464 members 
Mstep: Class 12 contains 108796 members 
Mstep: Class 13 contains 13943 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6586 members 
Mstep: Class 16 contains 8524 members 
Mstep: Class 17 contains 23212 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 57432 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 9649 members 
Mstep: Class 25 contains 81105 members 
Mstep: Class 26 contains 39004 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 112778 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2901 members 
Mstep: Class 31 contains 4462 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4066 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 662 members 
Mstep: Class 37 contains 760 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6396 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99767 members 
Mstep: Class 42 contains 10387 members 
Mstep: Class 43 contains 10681 members 
Mstep: Class 44 contains 261 members 
Entering Unmasked Estep 
Score: -111758776.000000 Penalty: 98172.593750
Splitting cluster 8 changes total score from -111758232.000000 to -111758776.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 9 (7233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Entering Unmasked Estep 
Score: -922921.312500 Penalty: 1444.041382
	Iteration 0F: 2 clusters Score -922921.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -917544.125000 Penalty: 2888.082764
	Iteration 0F: 3 clusters Score -917544.1 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -919135.937500 Penalty: 2888.082764
	Iteration 1F: 3 clusters Score -919135.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -919308.687500 Penalty: 2888.082764
	Iteration 2F: 3 clusters Score -919308.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -919443.187500 Penalty: 2888.082764
	Iteration 3Q: 3 clusters Score -919443.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -919528.937500 Penalty: 2888.082764
	Iteration 4Q: 3 clusters Score -919528.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -919600.125000 Penalty: 2888.082764
	Iteration 5Q: 3 clusters Score -919600.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -919671.625000 Penalty: 2888.082764
	Iteration 6Q: 3 clusters Score -919671.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -919731.437500 Penalty: 2888.082764
	Iteration 7Q: 3 clusters Score -919731.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -919798.687500 Penalty: 2888.082764
	Iteration 8Q: 3 clusters Score -919798.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -919877.375000 Penalty: 2888.082764
	Iteration 9Q: 3 clusters Score -919877.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -919972.562500 Penalty: 2888.082764
	Iteration 10Q: 3 clusters Score -919972.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -920094.625000 Penalty: 2888.082764
	Iteration 11Q: 3 clusters Score -920094.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -920252.500000 Penalty: 2888.082764
	Iteration 12Q: 3 clusters Score -920252.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -920434.062500 Penalty: 2888.082764
	Iteration 13Q: 3 clusters Score -920434.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -920635.500000 Penalty: 2888.082764
	Iteration 14Q: 3 clusters Score -920635.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -920808.812500 Penalty: 2888.082764
	Iteration 15Q: 3 clusters Score -920808.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -920944.937500 Penalty: 2888.082764
	Iteration 16Q: 3 clusters Score -920944.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -921052.187500 Penalty: 2888.082764
	Iteration 17Q: 3 clusters Score -921052.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -921111.062500 Penalty: 2888.082764
	Iteration 18Q: 3 clusters Score -921111.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -921161.562500 Penalty: 2888.082764
	Iteration 19Q: 3 clusters Score -921161.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -921198.187500 Penalty: 2888.082764
	Iteration 20F: 3 clusters Score -921198.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -921223.750000 Penalty: 2888.082764
	Iteration 21Q: 3 clusters Score -921223.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -921240.187500 Penalty: 2888.082764
	Iteration 22Q: 3 clusters Score -921240.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -921256.437500 Penalty: 2888.082764
	Iteration 23Q: 3 clusters Score -921256.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -921278.375000 Penalty: 2888.082764
	Iteration 24Q: 3 clusters Score -921278.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -921290.562500 Penalty: 2888.082764
	Iteration 25Q: 3 clusters Score -921290.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -921309.437500 Penalty: 2888.082764
	Iteration 26Q: 3 clusters Score -921309.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -921327.750000 Penalty: 2888.082764
	Iteration 27Q: 3 clusters Score -921327.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -921348.562500 Penalty: 2888.082764
	Iteration 28Q: 3 clusters Score -921348.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -921365.062500 Penalty: 2888.082764
	Iteration 29Q: 3 clusters Score -921365.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -921387.000000 Penalty: 2888.082764
	Iteration 30Q: 3 clusters Score -921387 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -921405.812500 Penalty: 2888.082764
	Iteration 31Q: 3 clusters Score -921405.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -921412.875000 Penalty: 2888.082764
	Iteration 32Q: 3 clusters Score -921412.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -921421.750000 Penalty: 2888.082764
	Iteration 33Q: 3 clusters Score -921421.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -921426.875000 Penalty: 2888.082764
	Iteration 34Q: 3 clusters Score -921426.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -921434.062500 Penalty: 2888.082764
	Iteration 35Q: 3 clusters Score -921434.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -921441.125000 Penalty: 2888.082764
	Iteration 36Q: 3 clusters Score -921441.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -921444.625000 Penalty: 2888.082764
	Iteration 37Q: 3 clusters Score -921444.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -921448.312500 Penalty: 2888.082764
	Iteration 38Q: 3 clusters Score -921448.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -921453.875000 Penalty: 2888.082764
	Iteration 39Q: 3 clusters Score -921453.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -921457.937500 Penalty: 2888.082764
	Iteration 40F: 3 clusters Score -921457.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -921459.875000 Penalty: 2888.082764
	Iteration 41Q: 3 clusters Score -921459.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -921462.437500 Penalty: 2888.082764
	Iteration 42Q: 3 clusters Score -921462.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -921465.250000 Penalty: 2888.082764
	Iteration 43Q: 3 clusters Score -921465.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -921469.312500 Penalty: 2888.082764
	Iteration 44Q: 3 clusters Score -921469.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -921471.875000 Penalty: 2888.082764
	Iteration 45Q: 3 clusters Score -921471.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -921474.812500 Penalty: 2888.082764
	Iteration 46Q: 3 clusters Score -921474.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -921476.062500 Penalty: 2888.082764
	Iteration 47Q: 3 clusters Score -921476.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -921478.625000 Penalty: 2888.082764
	Iteration 48Q: 3 clusters Score -921478.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -921478.000000 Penalty: 2888.082764
	Iteration 49Q: 3 clusters Score -921478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -921478.062500 Penalty: 2888.082764
	Iteration 50Q: 3 clusters Score -921478.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -921481.812500 Penalty: 2888.082764
	Iteration 51Q: 3 clusters Score -921481.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -921479.750000 Penalty: 2888.082764
	Iteration 52Q: 3 clusters Score -921479.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -921480.562500 Penalty: 2888.082764
	Iteration 53Q: 3 clusters Score -921480.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -921480.562500 Penalty: 2888.082764
	Iteration 54F: 3 clusters Score -921480.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (106270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106270 members 
Entering Unmasked Estep 
Score: -13346617.000000 Penalty: 1880.732422
	Iteration 0F: 2 clusters Score -1.334662e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53129 members 
Mstep: Class 2 contains 53141 members 
Entering Unmasked Estep 
Score: -13279188.000000 Penalty: 3761.464844
	Iteration 0F: 3 clusters Score -1.327919e+07 nChanged 50772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51981 members 
Mstep: Class 2 contains 54289 members 
Entering Unmasked Estep 
Score: -13308458.000000 Penalty: 3761.464844
	Iteration 1F: 3 clusters Score -1.330846e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51219 members 
Mstep: Class 2 contains 55051 members 
Entering Unmasked Estep 
Score: -13309117.000000 Penalty: 3761.464844
	Iteration 2Q: 3 clusters Score -1.330912e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50015 members 
Mstep: Class 2 contains 56255 members 
Entering Unmasked Estep 
Score: -13309913.000000 Penalty: 3761.464844
	Iteration 3Q: 3 clusters Score -1.330991e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48232 members 
Mstep: Class 2 contains 58038 members 
Entering Unmasked Estep 
Score: -13310926.000000 Penalty: 3761.464844
	Iteration 4Q: 3 clusters Score -1.331093e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 60631 members 
Entering Unmasked Estep 
Score: -13312441.000000 Penalty: 3761.464844
	Iteration 5Q: 3 clusters Score -1.331244e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 64137 members 
Entering Unmasked Estep 
Score: -13314877.000000 Penalty: 3761.464844
	Iteration 6F: 3 clusters Score -1.331488e+07 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 68543 members 
Entering Unmasked Estep 
Score: -13319015.000000 Penalty: 3761.464844
	Iteration 7F: 3 clusters Score -1.331902e+07 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 73186 members 
Entering Unmasked Estep 
Score: -13324961.000000 Penalty: 3761.464844
	Iteration 8F: 3 clusters Score -1.332496e+07 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 76694 members 
Entering Unmasked Estep 
Score: -13331324.000000 Penalty: 3761.464844
	Iteration 9F: 3 clusters Score -1.333132e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 78257 members 
Entering Unmasked Estep 
Score: -13335387.000000 Penalty: 3761.464844
	Iteration 10F: 3 clusters Score -1.333539e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 78551 members 
Entering Unmasked Estep 
Score: -13337065.000000 Penalty: 3761.464844
	Iteration 11Q: 3 clusters Score -1.333706e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 78492 members 
Entering Unmasked Estep 
Score: -13337734.000000 Penalty: 3761.464844
	Iteration 12Q: 3 clusters Score -1.333773e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 78284 members 
Entering Unmasked Estep 
Score: -13338306.000000 Penalty: 3761.464844
	Iteration 13Q: 3 clusters Score -1.333831e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 77929 members 
Entering Unmasked Estep 
Score: -13338683.000000 Penalty: 3761.464844
	Iteration 14Q: 3 clusters Score -1.333868e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 77385 members 
Entering Unmasked Estep 
Score: -13339107.000000 Penalty: 3761.464844
	Iteration 15Q: 3 clusters Score -1.333911e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 76753 members 
Entering Unmasked Estep 
Score: -13339563.000000 Penalty: 3761.464844
	Iteration 16Q: 3 clusters Score -1.333956e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 75974 members 
Entering Unmasked Estep 
Score: -13339929.000000 Penalty: 3761.464844
	Iteration 17Q: 3 clusters Score -1.333993e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 75107 members 
Entering Unmasked Estep 
Score: -13340291.000000 Penalty: 3761.464844
	Iteration 18Q: 3 clusters Score -1.334029e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 74215 members 
Entering Unmasked Estep 
Score: -13340437.000000 Penalty: 3761.464844
	Iteration 19Q: 3 clusters Score -1.334044e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 73225 members 
Entering Unmasked Estep 
Score: -13340636.000000 Penalty: 3761.464844
	Iteration 20F: 3 clusters Score -1.334064e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 72180 members 
Entering Unmasked Estep 
Score: -13340762.000000 Penalty: 3761.464844
	Iteration 21Q: 3 clusters Score -1.334076e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 71115 members 
Entering Unmasked Estep 
Score: -13340873.000000 Penalty: 3761.464844
	Iteration 22Q: 3 clusters Score -1.334087e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 69969 members 
Entering Unmasked Estep 
Score: -13340924.000000 Penalty: 3761.464844
	Iteration 23Q: 3 clusters Score -1.334092e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 68819 members 
Entering Unmasked Estep 
Score: -13340965.000000 Penalty: 3761.464844
	Iteration 24Q: 3 clusters Score -1.334096e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 67674 members 
Entering Unmasked Estep 
Score: -13341018.000000 Penalty: 3761.464844
	Iteration 25Q: 3 clusters Score -1.334102e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 66490 members 
Entering Unmasked Estep 
Score: -13341024.000000 Penalty: 3761.464844
	Iteration 26Q: 3 clusters Score -1.334102e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 65260 members 
Entering Unmasked Estep 
Score: -13341042.000000 Penalty: 3761.464844
	Iteration 27Q: 3 clusters Score -1.334104e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 64011 members 
Entering Unmasked Estep 
Score: -13341140.000000 Penalty: 3761.464844
	Iteration 28Q: 3 clusters Score -1.334114e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 62823 members 
Entering Unmasked Estep 
Score: -13341232.000000 Penalty: 3761.464844
	Iteration 29Q: 3 clusters Score -1.334123e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 61663 members 
Entering Unmasked Estep 
Score: -13341308.000000 Penalty: 3761.464844
	Iteration 30Q: 3 clusters Score -1.334131e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 60552 members 
Entering Unmasked Estep 
Score: -13341353.000000 Penalty: 3761.464844
	Iteration 31Q: 3 clusters Score -1.334135e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 59501 members 
Entering Unmasked Estep 
Score: -13341447.000000 Penalty: 3761.464844
	Iteration 32Q: 3 clusters Score -1.334145e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 58492 members 
Entering Unmasked Estep 
Score: -13341524.000000 Penalty: 3761.464844
	Iteration 33Q: 3 clusters Score -1.334152e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48742 members 
Mstep: Class 2 contains 57528 members 
Entering Unmasked Estep 
Score: -13341560.000000 Penalty: 3761.464844
	Iteration 34Q: 3 clusters Score -1.334156e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49707 members 
Mstep: Class 2 contains 56563 members 
Entering Unmasked Estep 
Score: -13341618.000000 Penalty: 3761.464844
	Iteration 35Q: 3 clusters Score -1.334162e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50696 members 
Mstep: Class 2 contains 55574 members 
Entering Unmasked Estep 
Score: -13341626.000000 Penalty: 3761.464844
	Iteration 36Q: 3 clusters Score -1.334163e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51701 members 
Mstep: Class 2 contains 54569 members 
Entering Unmasked Estep 
Score: -13341657.000000 Penalty: 3761.464844
	Iteration 37Q: 3 clusters Score -1.334166e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52651 members 
Mstep: Class 2 contains 53619 members 
Entering Unmasked Estep 
Score: -13341682.000000 Penalty: 3761.464844
	Iteration 38Q: 3 clusters Score -1.334168e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53571 members 
Mstep: Class 2 contains 52699 members 
Entering Unmasked Estep 
Score: -13341706.000000 Penalty: 3761.464844
	Iteration 39Q: 3 clusters Score -1.334171e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54468 members 
Mstep: Class 2 contains 51802 members 
Entering Unmasked Estep 
Score: -13341778.000000 Penalty: 3761.464844
	Iteration 40F: 3 clusters Score -1.334178e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55376 members 
Mstep: Class 2 contains 50894 members 
Entering Unmasked Estep 
Score: -13341810.000000 Penalty: 3761.464844
	Iteration 41Q: 3 clusters Score -1.334181e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56146 members 
Mstep: Class 2 contains 50124 members 
Entering Unmasked Estep 
Score: -13341862.000000 Penalty: 3761.464844
	Iteration 42Q: 3 clusters Score -1.334186e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56732 members 
Mstep: Class 2 contains 49538 members 
Entering Unmasked Estep 
Score: -13341867.000000 Penalty: 3761.464844
	Iteration 43Q: 3 clusters Score -1.334187e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57203 members 
Mstep: Class 2 contains 49067 members 
Entering Unmasked Estep 
Score: -13341869.000000 Penalty: 3761.464844
	Iteration 44Q: 3 clusters Score -1.334187e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57633 members 
Mstep: Class 2 contains 48637 members 
Entering Unmasked Estep 
Score: -13341827.000000 Penalty: 3761.464844
	Iteration 45Q: 3 clusters Score -1.334183e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58034 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -13341889.000000 Penalty: 3761.464844
	Iteration 46Q: 3 clusters Score -1.334189e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58389 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -13341902.000000 Penalty: 3761.464844
	Iteration 47Q: 3 clusters Score -1.33419e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58721 members 
Mstep: Class 2 contains 47549 members 
Entering Unmasked Estep 
Score: -13341905.000000 Penalty: 3761.464844
	Iteration 48Q: 3 clusters Score -1.33419e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59023 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -13341938.000000 Penalty: 3761.464844
	Iteration 49Q: 3 clusters Score -1.334194e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 46967 members 
Entering Unmasked Estep 
Score: -13341984.000000 Penalty: 3761.464844
	Iteration 50Q: 3 clusters Score -1.334198e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59562 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -13341986.000000 Penalty: 3761.464844
	Iteration 51Q: 3 clusters Score -1.334199e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59817 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -13342007.000000 Penalty: 3761.464844
	Iteration 52Q: 3 clusters Score -1.334201e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60024 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -13342000.000000 Penalty: 3761.464844
	Iteration 53Q: 3 clusters Score -1.3342e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60242 members 
Mstep: Class 2 contains 46028 members 
Entering Unmasked Estep 
Score: -13342028.000000 Penalty: 3761.464844
	Iteration 54Q: 3 clusters Score -1.334203e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60412 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
Score: -13342022.000000 Penalty: 3761.464844
	Iteration 55Q: 3 clusters Score -1.334202e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60553 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
Score: -13342000.000000 Penalty: 3761.464844
	Iteration 56Q: 3 clusters Score -1.3342e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60681 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -13342009.000000 Penalty: 3761.464844
	Iteration 57Q: 3 clusters Score -1.334201e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60775 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -13341969.000000 Penalty: 3761.464844
	Iteration 58Q: 3 clusters Score -1.334197e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60839 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -13341955.000000 Penalty: 3761.464844
	Iteration 59Q: 3 clusters Score -1.334196e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60883 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -13341955.000000 Penalty: 3761.464844
	Iteration 60F: 3 clusters Score -1.334196e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60923 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -13341951.000000 Penalty: 3761.464844
	Iteration 61Q: 3 clusters Score -1.334195e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60965 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -13341950.000000 Penalty: 3761.464844
	Iteration 62Q: 3 clusters Score -1.334195e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60999 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -13341944.000000 Penalty: 3761.464844
	Iteration 63Q: 3 clusters Score -1.334194e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61017 members 
Mstep: Class 2 contains 45253 members 
Entering Unmasked Estep 
Score: -13341941.000000 Penalty: 3761.464844
	Iteration 64Q: 3 clusters Score -1.334194e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61031 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -13341948.000000 Penalty: 3761.464844
	Iteration 65Q: 3 clusters Score -1.334195e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61046 members 
Mstep: Class 2 contains 45224 members 
Entering Unmasked Estep 
Score: -13341932.000000 Penalty: 3761.464844
	Iteration 66Q: 3 clusters Score -1.334193e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61056 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -13341928.000000 Penalty: 3761.464844
	Iteration 67Q: 3 clusters Score -1.334193e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61072 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -13341921.000000 Penalty: 3761.464844
	Iteration 68Q: 3 clusters Score -1.334192e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61090 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -13341950.000000 Penalty: 3761.464844
	Iteration 69Q: 3 clusters Score -1.334195e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61111 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
Score: -13341942.000000 Penalty: 3761.464844
	Iteration 70Q: 3 clusters Score -1.334194e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61133 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -13341935.000000 Penalty: 3761.464844
	Iteration 71Q: 3 clusters Score -1.334194e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61151 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -13341937.000000 Penalty: 3761.464844
	Iteration 72Q: 3 clusters Score -1.334194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61161 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -13341940.000000 Penalty: 3761.464844
	Iteration 73Q: 3 clusters Score -1.334194e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61176 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -13341945.000000 Penalty: 3761.464844
	Iteration 74Q: 3 clusters Score -1.334194e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61195 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -13341942.000000 Penalty: 3761.464844
	Iteration 75Q: 3 clusters Score -1.334194e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61207 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -13341948.000000 Penalty: 3761.464844
	Iteration 76Q: 3 clusters Score -1.334195e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61215 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -13341940.000000 Penalty: 3761.464844
	Iteration 77Q: 3 clusters Score -1.334194e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61221 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -13341939.000000 Penalty: 3761.464844
	Iteration 78Q: 3 clusters Score -1.334194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61229 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -13341940.000000 Penalty: 3761.464844
	Iteration 79Q: 3 clusters Score -1.334194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61234 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -13341935.000000 Penalty: 3761.464844
	Iteration 80F: 3 clusters Score -1.334194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61238 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -13341924.000000 Penalty: 3761.464844
	Iteration 81Q: 3 clusters Score -1.334192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61245 members 
Mstep: Class 2 contains 45025 members 
Entering Unmasked Estep 
Score: -13341929.000000 Penalty: 3761.464844
	Iteration 82Q: 3 clusters Score -1.334193e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61250 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -13341926.000000 Penalty: 3761.464844
	Iteration 83Q: 3 clusters Score -1.334193e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61257 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -13341918.000000 Penalty: 3761.464844
	Iteration 84Q: 3 clusters Score -1.334192e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61261 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -13341931.000000 Penalty: 3761.464844
	Iteration 85Q: 3 clusters Score -1.334193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61264 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -13341930.000000 Penalty: 3761.464844
	Iteration 86Q: 3 clusters Score -1.334193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61268 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -13341935.000000 Penalty: 3761.464844
	Iteration 87Q: 3 clusters Score -1.334194e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61274 members 
Mstep: Class 2 contains 44996 members 
Entering Unmasked Estep 
Score: -13341936.000000 Penalty: 3761.464844
	Iteration 88Q: 3 clusters Score -1.334194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61278 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -13341934.000000 Penalty: 3761.464844
	Iteration 89Q: 3 clusters Score -1.334193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61280 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -13341942.000000 Penalty: 3761.464844
	Iteration 90Q: 3 clusters Score -1.334194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61282 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -13341934.000000 Penalty: 3761.464844
	Iteration 91Q: 3 clusters Score -1.334193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61284 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -13341936.000000 Penalty: 3761.464844
	Iteration 92Q: 3 clusters Score -1.334194e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61284 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -13341936.000000 Penalty: 3761.464844
	Iteration 93F: 3 clusters Score -1.334194e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Entering Unmasked Estep 
Score: -1180992.875000 Penalty: 1487.728271
	Iteration 0F: 2 clusters Score -1180993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1174131.125000 Penalty: 2975.456543
	Iteration 0F: 3 clusters Score -1174131 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1176338.625000 Penalty: 2975.456543
	Iteration 1F: 3 clusters Score -1176339 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1176600.500000 Penalty: 2975.456543
	Iteration 2F: 3 clusters Score -1176600 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1176877.750000 Penalty: 2975.456543
	Iteration 3F: 3 clusters Score -1176878 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1177196.000000 Penalty: 2975.456543
	Iteration 4F: 3 clusters Score -1177196 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1177586.000000 Penalty: 2975.456543
	Iteration 5F: 3 clusters Score -1177586 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1178103.000000 Penalty: 2975.456543
	Iteration 6F: 3 clusters Score -1178103 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1178663.625000 Penalty: 2975.456543
	Iteration 7F: 3 clusters Score -1178664 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1179206.625000 Penalty: 2975.456543
	Iteration 8F: 3 clusters Score -1179207 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1179584.875000 Penalty: 2975.456543
	Iteration 9F: 3 clusters Score -1179585 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1179799.625000 Penalty: 2975.456543
	Iteration 10Q: 3 clusters Score -1179800 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1179932.250000 Penalty: 2975.456543
	Iteration 11Q: 3 clusters Score -1179932 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1180002.000000 Penalty: 2975.456543
	Iteration 12Q: 3 clusters Score -1180002 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1180049.125000 Penalty: 2975.456543
	Iteration 13Q: 3 clusters Score -1180049 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1180078.250000 Penalty: 2975.456543
	Iteration 14Q: 3 clusters Score -1180078 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1180097.750000 Penalty: 2975.456543
	Iteration 15Q: 3 clusters Score -1180098 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1180115.500000 Penalty: 2975.456543
	Iteration 16Q: 3 clusters Score -1180116 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1180129.875000 Penalty: 2975.456543
	Iteration 17Q: 3 clusters Score -1180130 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1180141.000000 Penalty: 2975.456543
	Iteration 18Q: 3 clusters Score -1180141 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1180147.250000 Penalty: 2975.456543
	Iteration 19Q: 3 clusters Score -1180147 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1180149.500000 Penalty: 2975.456543
	Iteration 20F: 3 clusters Score -1180150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1180155.250000 Penalty: 2975.456543
	Iteration 21Q: 3 clusters Score -1180155 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1180156.500000 Penalty: 2975.456543
	Iteration 22Q: 3 clusters Score -1180156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1180160.875000 Penalty: 2975.456543
	Iteration 23Q: 3 clusters Score -1180161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1180166.750000 Penalty: 2975.456543
	Iteration 24Q: 3 clusters Score -1180167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1180170.000000 Penalty: 2975.456543
	Iteration 25Q: 3 clusters Score -1180170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1180172.875000 Penalty: 2975.456543
	Iteration 26Q: 3 clusters Score -1180173 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1180181.625000 Penalty: 2975.456543
	Iteration 27Q: 3 clusters Score -1180182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1180193.750000 Penalty: 2975.456543
	Iteration 28Q: 3 clusters Score -1180194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1180203.125000 Penalty: 2975.456543
	Iteration 29Q: 3 clusters Score -1180203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1180203.500000 Penalty: 2975.456543
	Iteration 30Q: 3 clusters Score -1180204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1180214.500000 Penalty: 2975.456543
	Iteration 31Q: 3 clusters Score -1180214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1180221.750000 Penalty: 2975.456543
	Iteration 32Q: 3 clusters Score -1180222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1180224.500000 Penalty: 2975.456543
	Iteration 33Q: 3 clusters Score -1180224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1180231.750000 Penalty: 2975.456543
	Iteration 34Q: 3 clusters Score -1180232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1180239.125000 Penalty: 2975.456543
	Iteration 35Q: 3 clusters Score -1180239 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1180244.875000 Penalty: 2975.456543
	Iteration 36Q: 3 clusters Score -1180245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1180252.375000 Penalty: 2975.456543
	Iteration 37Q: 3 clusters Score -1180252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1180257.500000 Penalty: 2975.456543
	Iteration 38Q: 3 clusters Score -1180258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1180260.000000 Penalty: 2975.456543
	Iteration 39Q: 3 clusters Score -1180260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1180264.375000 Penalty: 2975.456543
	Iteration 40F: 3 clusters Score -1180264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1180265.250000 Penalty: 2975.456543
	Iteration 41Q: 3 clusters Score -1180265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1180263.375000 Penalty: 2975.456543
	Iteration 42Q: 3 clusters Score -1180263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1180263.125000 Penalty: 2975.456543
	Iteration 43Q: 3 clusters Score -1180263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1180263.875000 Penalty: 2975.456543
	Iteration 44Q: 3 clusters Score -1180264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1180265.000000 Penalty: 2975.456543
	Iteration 45Q: 3 clusters Score -1180265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1180265.000000 Penalty: 2975.456543
	Iteration 46F: 3 clusters Score -1180265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (108796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108796 members 
Entering Unmasked Estep 
Score: -13665483.000000 Penalty: 1884.549927
	Iteration 0F: 2 clusters Score -1.366548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 54400 members 
Entering Unmasked Estep 
Score: -13596439.000000 Penalty: 3769.099854
	Iteration 0F: 3 clusters Score -1.359644e+07 nChanged 52260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
Mstep: Class 2 contains 54504 members 
Entering Unmasked Estep 
Score: -13626518.000000 Penalty: 3769.099854
	Iteration 1F: 3 clusters Score -1.362652e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54151 members 
Mstep: Class 2 contains 54645 members 
Entering Unmasked Estep 
Score: -13627317.000000 Penalty: 3769.099854
	Iteration 2Q: 3 clusters Score -1.362732e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53926 members 
Mstep: Class 2 contains 54870 members 
Entering Unmasked Estep 
Score: -13628406.000000 Penalty: 3769.099854
	Iteration 3Q: 3 clusters Score -1.362841e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53646 members 
Mstep: Class 2 contains 55150 members 
Entering Unmasked Estep 
Score: -13629950.000000 Penalty: 3769.099854
	Iteration 4Q: 3 clusters Score -1.362995e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53302 members 
Mstep: Class 2 contains 55494 members 
Entering Unmasked Estep 
Score: -13632745.000000 Penalty: 3769.099854
	Iteration 5F: 3 clusters Score -1.363274e+07 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53018 members 
Mstep: Class 2 contains 55778 members 
Entering Unmasked Estep 
Score: -13637382.000000 Penalty: 3769.099854
	Iteration 6F: 3 clusters Score -1.363738e+07 nChanged 8332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52946 members 
Mstep: Class 2 contains 55850 members 
Entering Unmasked Estep 
Score: -13644123.000000 Penalty: 3769.099854
	Iteration 7F: 3 clusters Score -1.364412e+07 nChanged 8696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53356 members 
Mstep: Class 2 contains 55440 members 
Entering Unmasked Estep 
Score: -13650923.000000 Penalty: 3769.099854
	Iteration 8F: 3 clusters Score -1.365092e+07 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
Score: -13654858.000000 Penalty: 3769.099854
	Iteration 9F: 3 clusters Score -1.365486e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56190 members 
Mstep: Class 2 contains 52606 members 
Entering Unmasked Estep 
Score: -13656432.000000 Penalty: 3769.099854
	Iteration 10Q: 3 clusters Score -1.365643e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58242 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -13656950.000000 Penalty: 3769.099854
	Iteration 11Q: 3 clusters Score -1.365695e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60418 members 
Mstep: Class 2 contains 48378 members 
Entering Unmasked Estep 
Score: -13657395.000000 Penalty: 3769.099854
	Iteration 12Q: 3 clusters Score -1.36574e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62621 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -13657673.000000 Penalty: 3769.099854
	Iteration 13Q: 3 clusters Score -1.365767e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64673 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -13657938.000000 Penalty: 3769.099854
	Iteration 14Q: 3 clusters Score -1.365794e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66743 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
Score: -13658150.000000 Penalty: 3769.099854
	Iteration 15Q: 3 clusters Score -1.365815e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68948 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -13658338.000000 Penalty: 3769.099854
	Iteration 16Q: 3 clusters Score -1.365834e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71223 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -13658595.000000 Penalty: 3769.099854
	Iteration 17Q: 3 clusters Score -1.36586e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73529 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -13658712.000000 Penalty: 3769.099854
	Iteration 18Q: 3 clusters Score -1.365871e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75966 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -13658805.000000 Penalty: 3769.099854
	Iteration 19Q: 3 clusters Score -1.36588e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78447 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -13658943.000000 Penalty: 3769.099854
	Iteration 20F: 3 clusters Score -1.365894e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80942 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -13659076.000000 Penalty: 3769.099854
	Iteration 21Q: 3 clusters Score -1.365908e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83509 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -13659340.000000 Penalty: 3769.099854
	Iteration 22Q: 3 clusters Score -1.365934e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86147 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -13659625.000000 Penalty: 3769.099854
	Iteration 23Q: 3 clusters Score -1.365962e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88791 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -13659981.000000 Penalty: 3769.099854
	Iteration 24Q: 3 clusters Score -1.365998e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91398 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -13661245.000000 Penalty: 3769.099854
	Iteration 25Q: 3 clusters Score -1.366124e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93607 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -13662592.000000 Penalty: 3769.099854
	Iteration 26Q: 3 clusters Score -1.366259e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95261 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -13663396.000000 Penalty: 3769.099854
	Iteration 27Q: 3 clusters Score -1.36634e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96604 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -13663892.000000 Penalty: 3769.099854
	Iteration 28Q: 3 clusters Score -1.366389e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97791 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -13664346.000000 Penalty: 3769.099854
	Iteration 29Q: 3 clusters Score -1.366435e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98826 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -13664633.000000 Penalty: 3769.099854
	Iteration 30Q: 3 clusters Score -1.366463e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99691 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -13664824.000000 Penalty: 3769.099854
	Iteration 31Q: 3 clusters Score -1.366482e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100369 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -13664908.000000 Penalty: 3769.099854
	Iteration 32Q: 3 clusters Score -1.366491e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100933 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -13664986.000000 Penalty: 3769.099854
	Iteration 33Q: 3 clusters Score -1.366499e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101402 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -13665052.000000 Penalty: 3769.099854
	Iteration 34Q: 3 clusters Score -1.366505e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101815 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -13665080.000000 Penalty: 3769.099854
	Iteration 35Q: 3 clusters Score -1.366508e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102162 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -13665145.000000 Penalty: 3769.099854
	Iteration 36Q: 3 clusters Score -1.366514e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102459 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -13665126.000000 Penalty: 3769.099854
	Iteration 37Q: 3 clusters Score -1.366513e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102732 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -13665199.000000 Penalty: 3769.099854
	Iteration 38Q: 3 clusters Score -1.36652e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102973 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -13665184.000000 Penalty: 3769.099854
	Iteration 39Q: 3 clusters Score -1.366518e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103186 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -13665175.000000 Penalty: 3769.099854
	Iteration 40F: 3 clusters Score -1.366518e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103352 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -13665148.000000 Penalty: 3769.099854
	Iteration 41Q: 3 clusters Score -1.366515e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103516 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -13665186.000000 Penalty: 3769.099854
	Iteration 42Q: 3 clusters Score -1.366519e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103650 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -13665187.000000 Penalty: 3769.099854
	Iteration 43Q: 3 clusters Score -1.366519e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103804 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -13665184.000000 Penalty: 3769.099854
	Iteration 44Q: 3 clusters Score -1.366518e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103945 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -13665205.000000 Penalty: 3769.099854
	Iteration 45Q: 3 clusters Score -1.36652e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104065 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -13665168.000000 Penalty: 3769.099854
	Iteration 46Q: 3 clusters Score -1.366517e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104169 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -13665134.000000 Penalty: 3769.099854
	Iteration 47Q: 3 clusters Score -1.366513e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104247 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -13665160.000000 Penalty: 3769.099854
	Iteration 48Q: 3 clusters Score -1.366516e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104331 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -13665142.000000 Penalty: 3769.099854
	Iteration 49Q: 3 clusters Score -1.366514e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104405 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -13665137.000000 Penalty: 3769.099854
	Iteration 50Q: 3 clusters Score -1.366514e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104466 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -13665148.000000 Penalty: 3769.099854
	Iteration 51Q: 3 clusters Score -1.366515e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104535 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -13665155.000000 Penalty: 3769.099854
	Iteration 52Q: 3 clusters Score -1.366516e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104599 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -13665191.000000 Penalty: 3769.099854
	Iteration 53Q: 3 clusters Score -1.366519e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104653 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -13665183.000000 Penalty: 3769.099854
	Iteration 54Q: 3 clusters Score -1.366518e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104711 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -13665150.000000 Penalty: 3769.099854
	Iteration 55Q: 3 clusters Score -1.366515e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104761 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -13665168.000000 Penalty: 3769.099854
	Iteration 56Q: 3 clusters Score -1.366517e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104794 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -13665135.000000 Penalty: 3769.099854
	Iteration 57Q: 3 clusters Score -1.366514e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104822 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -13665110.000000 Penalty: 3769.099854
	Iteration 58Q: 3 clusters Score -1.366511e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104857 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -13665132.000000 Penalty: 3769.099854
	Iteration 59Q: 3 clusters Score -1.366513e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104897 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -13665150.000000 Penalty: 3769.099854
	Iteration 60F: 3 clusters Score -1.366515e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104932 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -13665129.000000 Penalty: 3769.099854
	Iteration 61Q: 3 clusters Score -1.366513e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104971 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -13665140.000000 Penalty: 3769.099854
	Iteration 62Q: 3 clusters Score -1.366514e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105008 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -13665134.000000 Penalty: 3769.099854
	Iteration 63Q: 3 clusters Score -1.366513e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105032 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -13665148.000000 Penalty: 3769.099854
	Iteration 64Q: 3 clusters Score -1.366515e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105056 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -13665130.000000 Penalty: 3769.099854
	Iteration 65Q: 3 clusters Score -1.366513e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105079 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -13665127.000000 Penalty: 3769.099854
	Iteration 66Q: 3 clusters Score -1.366513e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105096 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -13665114.000000 Penalty: 3769.099854
	Iteration 67Q: 3 clusters Score -1.366511e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105116 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -13665110.000000 Penalty: 3769.099854
	Iteration 68Q: 3 clusters Score -1.366511e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105136 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -13665114.000000 Penalty: 3769.099854
	Iteration 69Q: 3 clusters Score -1.366511e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105157 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -13665108.000000 Penalty: 3769.099854
	Iteration 70Q: 3 clusters Score -1.366511e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105172 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -13665096.000000 Penalty: 3769.099854
	Iteration 71Q: 3 clusters Score -1.36651e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105198 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -13665104.000000 Penalty: 3769.099854
	Iteration 72Q: 3 clusters Score -1.36651e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105224 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -13665092.000000 Penalty: 3769.099854
	Iteration 73Q: 3 clusters Score -1.366509e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105242 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -13665107.000000 Penalty: 3769.099854
	Iteration 74Q: 3 clusters Score -1.366511e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105255 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -13665102.000000 Penalty: 3769.099854
	Iteration 75Q: 3 clusters Score -1.36651e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105274 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -13665094.000000 Penalty: 3769.099854
	Iteration 76Q: 3 clusters Score -1.366509e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105297 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -13665092.000000 Penalty: 3769.099854
	Iteration 77Q: 3 clusters Score -1.366509e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105315 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -13665078.000000 Penalty: 3769.099854
	Iteration 78Q: 3 clusters Score -1.366508e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105321 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -13665079.000000 Penalty: 3769.099854
	Iteration 79Q: 3 clusters Score -1.366508e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105328 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -13665080.000000 Penalty: 3769.099854
	Iteration 80F: 3 clusters Score -1.366508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105334 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -13665091.000000 Penalty: 3769.099854
	Iteration 81Q: 3 clusters Score -1.366509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105336 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -13665088.000000 Penalty: 3769.099854
	Iteration 82Q: 3 clusters Score -1.366509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105338 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -13665094.000000 Penalty: 3769.099854
	Iteration 83Q: 3 clusters Score -1.366509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105341 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -13665086.000000 Penalty: 3769.099854
	Iteration 84Q: 3 clusters Score -1.366509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105344 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -13665080.000000 Penalty: 3769.099854
	Iteration 85Q: 3 clusters Score -1.366508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105348 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -13665083.000000 Penalty: 3769.099854
	Iteration 86Q: 3 clusters Score -1.366508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105354 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -13665087.000000 Penalty: 3769.099854
	Iteration 87Q: 3 clusters Score -1.366509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105361 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -13665075.000000 Penalty: 3769.099854
	Iteration 88Q: 3 clusters Score -1.366508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105365 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -13665073.000000 Penalty: 3769.099854
	Iteration 89Q: 3 clusters Score -1.366507e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105370 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -13665070.000000 Penalty: 3769.099854
	Iteration 90Q: 3 clusters Score -1.366507e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105371 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -13665068.000000 Penalty: 3769.099854
	Iteration 91Q: 3 clusters Score -1.366507e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105373 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -13665080.000000 Penalty: 3769.099854
	Iteration 92Q: 3 clusters Score -1.366508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105378 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -13665073.000000 Penalty: 3769.099854
	Iteration 93Q: 3 clusters Score -1.366507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105379 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -13665079.000000 Penalty: 3769.099854
	Iteration 94Q: 3 clusters Score -1.366508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105379 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -13665078.000000 Penalty: 3769.099854
	Iteration 95Q: 3 clusters Score -1.366508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105387 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -13665077.000000 Penalty: 3769.099854
	Iteration 96Q: 3 clusters Score -1.366508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105390 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -13665071.000000 Penalty: 3769.099854
	Iteration 97Q: 3 clusters Score -1.366507e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105397 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -13665072.000000 Penalty: 3769.099854
	Iteration 98Q: 3 clusters Score -1.366507e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105400 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -13665078.000000 Penalty: 3769.099854
	Iteration 99Q: 3 clusters Score -1.366508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105405 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -13665066.000000 Penalty: 3769.099854
	Iteration 100F: 3 clusters Score -1.366507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105408 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -13665058.000000 Penalty: 3769.099854
	Iteration 101Q: 3 clusters Score -1.366506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105408 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -13665051.000000 Penalty: 3769.099854
	Iteration 102Q: 3 clusters Score -1.366505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105409 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -13665049.000000 Penalty: 3769.099854
	Iteration 103Q: 3 clusters Score -1.366505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105410 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -13665052.000000 Penalty: 3769.099854
	Iteration 104Q: 3 clusters Score -1.366505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105410 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -13665052.000000 Penalty: 3769.099854
	Iteration 105F: 3 clusters Score -1.366505e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Entering Unmasked Estep 
Score: -1734653.125000 Penalty: 1550.694092
	Iteration 0F: 2 clusters Score -1734653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1724914.375000 Penalty: 3101.388184
	Iteration 0F: 3 clusters Score -1724914 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1728405.500000 Penalty: 3101.388184
	Iteration 1F: 3 clusters Score -1728406 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1729239.125000 Penalty: 3101.388184
	Iteration 2F: 3 clusters Score -1729239 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1730193.750000 Penalty: 3101.388184
	Iteration 3F: 3 clusters Score -1730194 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1731115.625000 Penalty: 3101.388184
	Iteration 4F: 3 clusters Score -1731116 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1731968.375000 Penalty: 3101.388184
	Iteration 5F: 3 clusters Score -1731968 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1732717.250000 Penalty: 3101.388184
	Iteration 6F: 3 clusters Score -1732717 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1733230.625000 Penalty: 3101.388184
	Iteration 7F: 3 clusters Score -1733231 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1733584.500000 Penalty: 3101.388184
	Iteration 8Q: 3 clusters Score -1733584 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1733794.750000 Penalty: 3101.388184
	Iteration 9Q: 3 clusters Score -1733795 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1733912.250000 Penalty: 3101.388184
	Iteration 10Q: 3 clusters Score -1733912 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1734011.000000 Penalty: 3101.388184
	Iteration 11Q: 3 clusters Score -1734011 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1734086.250000 Penalty: 3101.388184
	Iteration 12Q: 3 clusters Score -1734086 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1734138.000000 Penalty: 3101.388184
	Iteration 13Q: 3 clusters Score -1734138 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1734175.250000 Penalty: 3101.388184
	Iteration 14Q: 3 clusters Score -1734175 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1734202.125000 Penalty: 3101.388184
	Iteration 15Q: 3 clusters Score -1734202 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1734217.375000 Penalty: 3101.388184
	Iteration 16Q: 3 clusters Score -1734217 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1734234.500000 Penalty: 3101.388184
	Iteration 17Q: 3 clusters Score -1734234 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1734248.875000 Penalty: 3101.388184
	Iteration 18Q: 3 clusters Score -1734249 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1734255.625000 Penalty: 3101.388184
	Iteration 19Q: 3 clusters Score -1734256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1734263.875000 Penalty: 3101.388184
	Iteration 20F: 3 clusters Score -1734264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1734274.500000 Penalty: 3101.388184
	Iteration 21Q: 3 clusters Score -1734274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1734284.000000 Penalty: 3101.388184
	Iteration 22Q: 3 clusters Score -1734284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1734294.000000 Penalty: 3101.388184
	Iteration 23Q: 3 clusters Score -1734294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1734303.250000 Penalty: 3101.388184
	Iteration 24Q: 3 clusters Score -1734303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1734308.875000 Penalty: 3101.388184
	Iteration 25Q: 3 clusters Score -1734309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1734308.750000 Penalty: 3101.388184
	Iteration 26Q: 3 clusters Score -1734309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1734317.625000 Penalty: 3101.388184
	Iteration 27Q: 3 clusters Score -1734318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1734318.750000 Penalty: 3101.388184
	Iteration 28Q: 3 clusters Score -1734319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1734319.875000 Penalty: 3101.388184
	Iteration 29Q: 3 clusters Score -1734320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1734323.375000 Penalty: 3101.388184
	Iteration 30Q: 3 clusters Score -1734323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1734328.750000 Penalty: 3101.388184
	Iteration 31Q: 3 clusters Score -1734329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1734329.000000 Penalty: 3101.388184
	Iteration 32Q: 3 clusters Score -1734329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1734330.750000 Penalty: 3101.388184
	Iteration 33Q: 3 clusters Score -1734331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1734330.750000 Penalty: 3101.388184
	Iteration 34Q: 3 clusters Score -1734331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1734334.625000 Penalty: 3101.388184
	Iteration 35Q: 3 clusters Score -1734335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1734336.125000 Penalty: 3101.388184
	Iteration 36Q: 3 clusters Score -1734336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1734338.500000 Penalty: 3101.388184
	Iteration 37Q: 3 clusters Score -1734338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1734343.375000 Penalty: 3101.388184
	Iteration 38Q: 3 clusters Score -1734343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1734342.500000 Penalty: 3101.388184
	Iteration 39Q: 3 clusters Score -1734342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1734348.500000 Penalty: 3101.388184
	Iteration 40F: 3 clusters Score -1734348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1734352.875000 Penalty: 3101.388184
	Iteration 41Q: 3 clusters Score -1734353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1734351.875000 Penalty: 3101.388184
	Iteration 42Q: 3 clusters Score -1734352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1734348.000000 Penalty: 3101.388184
	Iteration 43Q: 3 clusters Score -1734348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1734348.000000 Penalty: 3101.388184
	Iteration 44F: 3 clusters Score -1734348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -45929.253906 Penalty: 983.081726
	Iteration 0F: 2 clusters Score -45929.25 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 197 members 
Entering Unmasked Estep 
Score: -44965.144531 Penalty: 1966.163452
	Iteration 0F: 3 clusters Score -44965.14 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45108.910156 Penalty: 1966.163452
	Iteration 1F: 3 clusters Score -45108.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45164.402344 Penalty: 1966.163452
	Iteration 2F: 3 clusters Score -45164.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -45208.058594 Penalty: 1966.163452
	Iteration 3Q: 3 clusters Score -45208.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -45247.855469 Penalty: 1966.163452
	Iteration 4Q: 3 clusters Score -45247.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -45300.867188 Penalty: 1966.163452
	Iteration 5Q: 3 clusters Score -45300.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -45340.199219 Penalty: 1966.163452
	Iteration 6Q: 3 clusters Score -45340.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -45362.390625 Penalty: 1966.163452
	Iteration 7Q: 3 clusters Score -45362.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -45377.597656 Penalty: 1966.163452
	Iteration 8Q: 3 clusters Score -45377.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -45383.925781 Penalty: 1966.163452
	Iteration 9Q: 3 clusters Score -45383.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -45386.117188 Penalty: 1966.163452
	Iteration 10Q: 3 clusters Score -45386.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -45386.117188 Penalty: 1966.163452
	Iteration 11F: 3 clusters Score -45386.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Entering Unmasked Estep 
Score: -825296.000000 Penalty: 1428.814087
	Iteration 0F: 2 clusters Score -825296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -820292.312500 Penalty: 2857.628174
	Iteration 0F: 3 clusters Score -820292.3 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -821745.437500 Penalty: 2857.628174
	Iteration 1F: 3 clusters Score -821745.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -821997.000000 Penalty: 2857.628174
	Iteration 2F: 3 clusters Score -821997 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -822209.750000 Penalty: 2857.628174
	Iteration 3F: 3 clusters Score -822209.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -822431.500000 Penalty: 2857.628174
	Iteration 4F: 3 clusters Score -822431.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -822651.437500 Penalty: 2857.628174
	Iteration 5F: 3 clusters Score -822651.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -822875.812500 Penalty: 2857.628174
	Iteration 6F: 3 clusters Score -822875.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -823117.375000 Penalty: 2857.628174
	Iteration 7F: 3 clusters Score -823117.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -823333.187500 Penalty: 2857.628174
	Iteration 8F: 3 clusters Score -823333.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -823538.125000 Penalty: 2857.628174
	Iteration 9Q: 3 clusters Score -823538.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -823704.000000 Penalty: 2857.628174
	Iteration 10Q: 3 clusters Score -823704 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -823839.937500 Penalty: 2857.628174
	Iteration 11Q: 3 clusters Score -823839.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -823933.812500 Penalty: 2857.628174
	Iteration 12Q: 3 clusters Score -823933.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -824009.562500 Penalty: 2857.628174
	Iteration 13Q: 3 clusters Score -824009.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -824063.312500 Penalty: 2857.628174
	Iteration 14Q: 3 clusters Score -824063.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -824104.875000 Penalty: 2857.628174
	Iteration 15Q: 3 clusters Score -824104.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -824122.125000 Penalty: 2857.628174
	Iteration 16Q: 3 clusters Score -824122.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -824142.000000 Penalty: 2857.628174
	Iteration 17Q: 3 clusters Score -824142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -824154.750000 Penalty: 2857.628174
	Iteration 18Q: 3 clusters Score -824154.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -824162.000000 Penalty: 2857.628174
	Iteration 19Q: 3 clusters Score -824162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -824165.312500 Penalty: 2857.628174
	Iteration 20F: 3 clusters Score -824165.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -824167.875000 Penalty: 2857.628174
	Iteration 21Q: 3 clusters Score -824167.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -824168.875000 Penalty: 2857.628174
	Iteration 22Q: 3 clusters Score -824168.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -824170.062500 Penalty: 2857.628174
	Iteration 23Q: 3 clusters Score -824170.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -824171.437500 Penalty: 2857.628174
	Iteration 24Q: 3 clusters Score -824171.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -824171.875000 Penalty: 2857.628174
	Iteration 25Q: 3 clusters Score -824171.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -824172.750000 Penalty: 2857.628174
	Iteration 26Q: 3 clusters Score -824172.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -824175.062500 Penalty: 2857.628174
	Iteration 27Q: 3 clusters Score -824175.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -824175.062500 Penalty: 2857.628174
	Iteration 28F: 3 clusters Score -824175.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Entering Unmasked Estep 
Score: -992744.312500 Penalty: 1470.729126
	Iteration 0F: 2 clusters Score -992744.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -986624.187500 Penalty: 2941.458252
	Iteration 0F: 3 clusters Score -986624.2 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -988589.375000 Penalty: 2941.458252
	Iteration 1F: 3 clusters Score -988589.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -988856.312500 Penalty: 2941.458252
	Iteration 2F: 3 clusters Score -988856.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -989068.187500 Penalty: 2941.458252
	Iteration 3F: 3 clusters Score -989068.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -989295.062500 Penalty: 2941.458252
	Iteration 4Q: 3 clusters Score -989295.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -989576.500000 Penalty: 2941.458252
	Iteration 5F: 3 clusters Score -989576.5 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -989923.875000 Penalty: 2941.458252
	Iteration 6F: 3 clusters Score -989923.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -990262.625000 Penalty: 2941.458252
	Iteration 7F: 3 clusters Score -990262.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -990570.875000 Penalty: 2941.458252
	Iteration 8F: 3 clusters Score -990570.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -990797.687500 Penalty: 2941.458252
	Iteration 9Q: 3 clusters Score -990797.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -990989.187500 Penalty: 2941.458252
	Iteration 10Q: 3 clusters Score -990989.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -991156.750000 Penalty: 2941.458252
	Iteration 11Q: 3 clusters Score -991156.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -991306.250000 Penalty: 2941.458252
	Iteration 12Q: 3 clusters Score -991306.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -991404.625000 Penalty: 2941.458252
	Iteration 13Q: 3 clusters Score -991404.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -991504.937500 Penalty: 2941.458252
	Iteration 14Q: 3 clusters Score -991504.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -991582.062500 Penalty: 2941.458252
	Iteration 15Q: 3 clusters Score -991582.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -991639.187500 Penalty: 2941.458252
	Iteration 16Q: 3 clusters Score -991639.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -991669.125000 Penalty: 2941.458252
	Iteration 17Q: 3 clusters Score -991669.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -991692.375000 Penalty: 2941.458252
	Iteration 18Q: 3 clusters Score -991692.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -991719.500000 Penalty: 2941.458252
	Iteration 19Q: 3 clusters Score -991719.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -991743.000000 Penalty: 2941.458252
	Iteration 20F: 3 clusters Score -991743 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -991761.875000 Penalty: 2941.458252
	Iteration 21Q: 3 clusters Score -991761.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -991773.187500 Penalty: 2941.458252
	Iteration 22Q: 3 clusters Score -991773.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -991792.187500 Penalty: 2941.458252
	Iteration 23Q: 3 clusters Score -991792.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -991805.687500 Penalty: 2941.458252
	Iteration 24Q: 3 clusters Score -991805.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -991810.875000 Penalty: 2941.458252
	Iteration 25Q: 3 clusters Score -991810.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -991827.437500 Penalty: 2941.458252
	Iteration 26Q: 3 clusters Score -991827.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -991832.625000 Penalty: 2941.458252
	Iteration 27Q: 3 clusters Score -991832.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -991837.875000 Penalty: 2941.458252
	Iteration 28Q: 3 clusters Score -991837.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -991841.250000 Penalty: 2941.458252
	Iteration 29Q: 3 clusters Score -991841.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -991840.562500 Penalty: 2941.458252
	Iteration 30Q: 3 clusters Score -991840.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -991843.062500 Penalty: 2941.458252
	Iteration 31Q: 3 clusters Score -991843.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -991846.750000 Penalty: 2941.458252
	Iteration 32Q: 3 clusters Score -991846.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -991848.687500 Penalty: 2941.458252
	Iteration 33Q: 3 clusters Score -991848.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -991847.375000 Penalty: 2941.458252
	Iteration 34Q: 3 clusters Score -991847.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -991848.812500 Penalty: 2941.458252
	Iteration 35Q: 3 clusters Score -991848.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -991849.562500 Penalty: 2941.458252
	Iteration 36Q: 3 clusters Score -991849.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -991849.875000 Penalty: 2941.458252
	Iteration 37Q: 3 clusters Score -991849.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -991849.625000 Penalty: 2941.458252
	Iteration 38Q: 3 clusters Score -991849.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -991851.000000 Penalty: 2941.458252
	Iteration 39Q: 3 clusters Score -991851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -991851.000000 Penalty: 2941.458252
	Iteration 40F: 3 clusters Score -991851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Entering Unmasked Estep 
Score: -2942168.500000 Penalty: 1633.518921
	Iteration 0F: 2 clusters Score -2942168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2926427.250000 Penalty: 3267.037842
	Iteration 0F: 3 clusters Score -2926427 nChanged 10617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2932482.500000 Penalty: 3267.037842
	Iteration 1F: 3 clusters Score -2932482 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2933111.500000 Penalty: 3267.037842
	Iteration 2F: 3 clusters Score -2933112 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -2933843.250000 Penalty: 3267.037842
	Iteration 3F: 3 clusters Score -2933843 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2934634.000000 Penalty: 3267.037842
	Iteration 4F: 3 clusters Score -2934634 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2935496.000000 Penalty: 3267.037842
	Iteration 5F: 3 clusters Score -2935496 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2936409.750000 Penalty: 3267.037842
	Iteration 6F: 3 clusters Score -2936410 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2937388.000000 Penalty: 3267.037842
	Iteration 7F: 3 clusters Score -2937388 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2938149.500000 Penalty: 3267.037842
	Iteration 8F: 3 clusters Score -2938150 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2938603.750000 Penalty: 3267.037842
	Iteration 9Q: 3 clusters Score -2938604 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2938843.500000 Penalty: 3267.037842
	Iteration 10Q: 3 clusters Score -2938844 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2939012.000000 Penalty: 3267.037842
	Iteration 11Q: 3 clusters Score -2939012 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -2939133.000000 Penalty: 3267.037842
	Iteration 12Q: 3 clusters Score -2939133 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2939241.000000 Penalty: 3267.037842
	Iteration 13Q: 3 clusters Score -2939241 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -2939361.250000 Penalty: 3267.037842
	Iteration 14Q: 3 clusters Score -2939361 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -2939441.750000 Penalty: 3267.037842
	Iteration 15Q: 3 clusters Score -2939442 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2939516.500000 Penalty: 3267.037842
	Iteration 16Q: 3 clusters Score -2939516 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2939607.500000 Penalty: 3267.037842
	Iteration 17Q: 3 clusters Score -2939608 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -2939681.750000 Penalty: 3267.037842
	Iteration 18Q: 3 clusters Score -2939682 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2939757.750000 Penalty: 3267.037842
	Iteration 19Q: 3 clusters Score -2939758 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -2939866.000000 Penalty: 3267.037842
	Iteration 20F: 3 clusters Score -2939866 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2939973.000000 Penalty: 3267.037842
	Iteration 21Q: 3 clusters Score -2939973 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2940106.250000 Penalty: 3267.037842
	Iteration 22Q: 3 clusters Score -2940106 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2940225.500000 Penalty: 3267.037842
	Iteration 23Q: 3 clusters Score -2940226 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2940344.000000 Penalty: 3267.037842
	Iteration 24Q: 3 clusters Score -2940344 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2940456.750000 Penalty: 3267.037842
	Iteration 25Q: 3 clusters Score -2940457 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2940567.750000 Penalty: 3267.037842
	Iteration 26Q: 3 clusters Score -2940568 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2940676.500000 Penalty: 3267.037842
	Iteration 27Q: 3 clusters Score -2940676 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2940808.750000 Penalty: 3267.037842
	Iteration 28Q: 3 clusters Score -2940809 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2940929.000000 Penalty: 3267.037842
	Iteration 29Q: 3 clusters Score -2940929 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2941065.500000 Penalty: 3267.037842
	Iteration 30Q: 3 clusters Score -2941066 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2941158.750000 Penalty: 3267.037842
	Iteration 31Q: 3 clusters Score -2941159 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2941253.750000 Penalty: 3267.037842
	Iteration 32Q: 3 clusters Score -2941254 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2941314.000000 Penalty: 3267.037842
	Iteration 33Q: 3 clusters Score -2941314 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2941346.750000 Penalty: 3267.037842
	Iteration 34Q: 3 clusters Score -2941347 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2941379.250000 Penalty: 3267.037842
	Iteration 35Q: 3 clusters Score -2941379 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2941421.000000 Penalty: 3267.037842
	Iteration 36Q: 3 clusters Score -2941421 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2941462.500000 Penalty: 3267.037842
	Iteration 37Q: 3 clusters Score -2941462 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2941495.500000 Penalty: 3267.037842
	Iteration 38Q: 3 clusters Score -2941496 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2941518.000000 Penalty: 3267.037842
	Iteration 39Q: 3 clusters Score -2941518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2941527.750000 Penalty: 3267.037842
	Iteration 40F: 3 clusters Score -2941528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2941532.750000 Penalty: 3267.037842
	Iteration 41Q: 3 clusters Score -2941533 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2941540.750000 Penalty: 3267.037842
	Iteration 42Q: 3 clusters Score -2941541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2941545.250000 Penalty: 3267.037842
	Iteration 43Q: 3 clusters Score -2941545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2941557.250000 Penalty: 3267.037842
	Iteration 44Q: 3 clusters Score -2941557 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2941566.750000 Penalty: 3267.037842
	Iteration 45Q: 3 clusters Score -2941567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2941586.500000 Penalty: 3267.037842
	Iteration 46Q: 3 clusters Score -2941586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2941593.500000 Penalty: 3267.037842
	Iteration 47Q: 3 clusters Score -2941594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2941613.250000 Penalty: 3267.037842
	Iteration 48Q: 3 clusters Score -2941613 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2941646.500000 Penalty: 3267.037842
	Iteration 49Q: 3 clusters Score -2941646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2941671.000000 Penalty: 3267.037842
	Iteration 50Q: 3 clusters Score -2941671 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2941705.750000 Penalty: 3267.037842
	Iteration 51Q: 3 clusters Score -2941706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2941739.000000 Penalty: 3267.037842
	Iteration 52Q: 3 clusters Score -2941739 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2941769.750000 Penalty: 3267.037842
	Iteration 53Q: 3 clusters Score -2941770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2941779.500000 Penalty: 3267.037842
	Iteration 54Q: 3 clusters Score -2941780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2941780.500000 Penalty: 3267.037842
	Iteration 55Q: 3 clusters Score -2941780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2941781.250000 Penalty: 3267.037842
	Iteration 56Q: 3 clusters Score -2941781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2941778.000000 Penalty: 3267.037842
	Iteration 57Q: 3 clusters Score -2941778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2941776.500000 Penalty: 3267.037842
	Iteration 58Q: 3 clusters Score -2941776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2941777.750000 Penalty: 3267.037842
	Iteration 59Q: 3 clusters Score -2941778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2941777.750000 Penalty: 3267.037842
	Iteration 60F: 3 clusters Score -2941778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -24705.583984 Penalty: 930.082581
	Iteration 0F: 2 clusters Score -24705.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -23911.037109 Penalty: 1860.165161
	Iteration 0F: 3 clusters Score -23911.04 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24212.818359 Penalty: 1860.165161
	Iteration 1F: 3 clusters Score -24212.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24323.896484 Penalty: 1860.165161
	Iteration 2F: 3 clusters Score -24323.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24398.136719 Penalty: 1860.165161
	Iteration 3Q: 3 clusters Score -24398.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24445.708984 Penalty: 1860.165161
	Iteration 4Q: 3 clusters Score -24445.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24491.269531 Penalty: 1860.165161
	Iteration 5Q: 3 clusters Score -24491.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24507.935547 Penalty: 1860.165161
	Iteration 6Q: 3 clusters Score -24507.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24515.771484 Penalty: 1860.165161
	Iteration 7Q: 3 clusters Score -24515.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24515.771484 Penalty: 1860.165161
	Iteration 8F: 3 clusters Score -24515.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Entering Unmasked Estep 
Score: -652941.437500 Penalty: 1391.258911
	Iteration 0F: 2 clusters Score -652941.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -648769.625000 Penalty: 2782.517822
	Iteration 0F: 3 clusters Score -648769.6 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -649961.687500 Penalty: 2782.517822
	Iteration 1F: 3 clusters Score -649961.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -650202.562500 Penalty: 2782.517822
	Iteration 2F: 3 clusters Score -650202.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -650386.125000 Penalty: 2782.517822
	Iteration 3F: 3 clusters Score -650386.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -650533.687500 Penalty: 2782.517822
	Iteration 4Q: 3 clusters Score -650533.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -650662.812500 Penalty: 2782.517822
	Iteration 5Q: 3 clusters Score -650662.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -650782.937500 Penalty: 2782.517822
	Iteration 6Q: 3 clusters Score -650782.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -650881.750000 Penalty: 2782.517822
	Iteration 7Q: 3 clusters Score -650881.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -650979.562500 Penalty: 2782.517822
	Iteration 8Q: 3 clusters Score -650979.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -651084.437500 Penalty: 2782.517822
	Iteration 9Q: 3 clusters Score -651084.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -651187.937500 Penalty: 2782.517822
	Iteration 10Q: 3 clusters Score -651187.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -651274.625000 Penalty: 2782.517822
	Iteration 11Q: 3 clusters Score -651274.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -651346.750000 Penalty: 2782.517822
	Iteration 12Q: 3 clusters Score -651346.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -651411.750000 Penalty: 2782.517822
	Iteration 13Q: 3 clusters Score -651411.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -651455.625000 Penalty: 2782.517822
	Iteration 14Q: 3 clusters Score -651455.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -651481.062500 Penalty: 2782.517822
	Iteration 15Q: 3 clusters Score -651481.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -651503.000000 Penalty: 2782.517822
	Iteration 16Q: 3 clusters Score -651503 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -651517.375000 Penalty: 2782.517822
	Iteration 17Q: 3 clusters Score -651517.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -651524.500000 Penalty: 2782.517822
	Iteration 18Q: 3 clusters Score -651524.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -651530.000000 Penalty: 2782.517822
	Iteration 19Q: 3 clusters Score -651530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -651533.875000 Penalty: 2782.517822
	Iteration 20F: 3 clusters Score -651533.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -651536.000000 Penalty: 2782.517822
	Iteration 21Q: 3 clusters Score -651536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -651540.750000 Penalty: 2782.517822
	Iteration 22Q: 3 clusters Score -651540.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -651545.625000 Penalty: 2782.517822
	Iteration 23Q: 3 clusters Score -651545.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -651549.187500 Penalty: 2782.517822
	Iteration 24Q: 3 clusters Score -651549.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -651552.375000 Penalty: 2782.517822
	Iteration 25Q: 3 clusters Score -651552.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -651554.312500 Penalty: 2782.517822
	Iteration 26Q: 3 clusters Score -651554.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -651555.937500 Penalty: 2782.517822
	Iteration 27Q: 3 clusters Score -651555.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -651555.687500 Penalty: 2782.517822
	Iteration 28Q: 3 clusters Score -651555.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -651557.187500 Penalty: 2782.517822
	Iteration 29Q: 3 clusters Score -651557.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -651558.062500 Penalty: 2782.517822
	Iteration 30Q: 3 clusters Score -651558.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -651558.750000 Penalty: 2782.517822
	Iteration 31Q: 3 clusters Score -651558.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -651559.812500 Penalty: 2782.517822
	Iteration 32Q: 3 clusters Score -651559.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -651560.250000 Penalty: 2782.517822
	Iteration 33Q: 3 clusters Score -651560.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -651560.187500 Penalty: 2782.517822
	Iteration 34Q: 3 clusters Score -651560.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -651559.437500 Penalty: 2782.517822
	Iteration 35Q: 3 clusters Score -651559.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -651559.000000 Penalty: 2782.517822
	Iteration 36Q: 3 clusters Score -651559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -651559.000000 Penalty: 2782.517822
	Iteration 37F: 3 clusters Score -651559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Entering Unmasked Estep 
Score: -349860.812500 Penalty: 1294.344727
	Iteration 0F: 2 clusters Score -349860.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -347229.718750 Penalty: 2588.689453
	Iteration 0F: 3 clusters Score -347229.7 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -347921.093750 Penalty: 2588.689453
	Iteration 1F: 3 clusters Score -347921.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -348081.343750 Penalty: 2588.689453
	Iteration 2F: 3 clusters Score -348081.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -348182.156250 Penalty: 2588.689453
	Iteration 3F: 3 clusters Score -348182.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -348264.406250 Penalty: 2588.689453
	Iteration 4Q: 3 clusters Score -348264.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -348333.562500 Penalty: 2588.689453
	Iteration 5Q: 3 clusters Score -348333.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -348368.343750 Penalty: 2588.689453
	Iteration 6Q: 3 clusters Score -348368.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -348397.187500 Penalty: 2588.689453
	Iteration 7Q: 3 clusters Score -348397.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -348422.937500 Penalty: 2588.689453
	Iteration 8Q: 3 clusters Score -348422.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -348439.593750 Penalty: 2588.689453
	Iteration 9Q: 3 clusters Score -348439.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -348453.812500 Penalty: 2588.689453
	Iteration 10Q: 3 clusters Score -348453.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -348467.125000 Penalty: 2588.689453
	Iteration 11Q: 3 clusters Score -348467.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -348482.187500 Penalty: 2588.689453
	Iteration 12Q: 3 clusters Score -348482.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -348496.781250 Penalty: 2588.689453
	Iteration 13Q: 3 clusters Score -348496.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -348512.093750 Penalty: 2588.689453
	Iteration 14Q: 3 clusters Score -348512.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -348526.187500 Penalty: 2588.689453
	Iteration 15Q: 3 clusters Score -348526.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -348539.312500 Penalty: 2588.689453
	Iteration 16Q: 3 clusters Score -348539.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -348551.500000 Penalty: 2588.689453
	Iteration 17Q: 3 clusters Score -348551.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -348561.531250 Penalty: 2588.689453
	Iteration 18Q: 3 clusters Score -348561.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -348565.312500 Penalty: 2588.689453
	Iteration 19Q: 3 clusters Score -348565.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -348569.687500 Penalty: 2588.689453
	Iteration 20F: 3 clusters Score -348569.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -348573.593750 Penalty: 2588.689453
	Iteration 21Q: 3 clusters Score -348573.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -348576.437500 Penalty: 2588.689453
	Iteration 22Q: 3 clusters Score -348576.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -348580.906250 Penalty: 2588.689453
	Iteration 23Q: 3 clusters Score -348580.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -348583.968750 Penalty: 2588.689453
	Iteration 24Q: 3 clusters Score -348584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -348589.500000 Penalty: 2588.689453
	Iteration 25Q: 3 clusters Score -348589.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -348595.187500 Penalty: 2588.689453
	Iteration 26Q: 3 clusters Score -348595.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -348600.125000 Penalty: 2588.689453
	Iteration 27Q: 3 clusters Score -348600.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -348605.781250 Penalty: 2588.689453
	Iteration 28Q: 3 clusters Score -348605.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -348612.750000 Penalty: 2588.689453
	Iteration 29Q: 3 clusters Score -348612.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -348623.187500 Penalty: 2588.689453
	Iteration 30Q: 3 clusters Score -348623.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -348633.750000 Penalty: 2588.689453
	Iteration 31Q: 3 clusters Score -348633.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -348644.531250 Penalty: 2588.689453
	Iteration 32Q: 3 clusters Score -348644.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -348654.531250 Penalty: 2588.689453
	Iteration 33Q: 3 clusters Score -348654.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -348667.656250 Penalty: 2588.689453
	Iteration 34Q: 3 clusters Score -348667.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -348678.718750 Penalty: 2588.689453
	Iteration 35Q: 3 clusters Score -348678.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -348689.281250 Penalty: 2588.689453
	Iteration 36Q: 3 clusters Score -348689.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -348700.656250 Penalty: 2588.689453
	Iteration 37Q: 3 clusters Score -348700.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -348713.312500 Penalty: 2588.689453
	Iteration 38Q: 3 clusters Score -348713.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -348731.062500 Penalty: 2588.689453
	Iteration 39Q: 3 clusters Score -348731.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -348748.968750 Penalty: 2588.689453
	Iteration 40F: 3 clusters Score -348749 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -348765.406250 Penalty: 2588.689453
	Iteration 41Q: 3 clusters Score -348765.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -348775.500000 Penalty: 2588.689453
	Iteration 42Q: 3 clusters Score -348775.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -348781.125000 Penalty: 2588.689453
	Iteration 43Q: 3 clusters Score -348781.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -348786.718750 Penalty: 2588.689453
	Iteration 44Q: 3 clusters Score -348786.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -348790.187500 Penalty: 2588.689453
	Iteration 45Q: 3 clusters Score -348790.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -348792.656250 Penalty: 2588.689453
	Iteration 46Q: 3 clusters Score -348792.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -348794.750000 Penalty: 2588.689453
	Iteration 47Q: 3 clusters Score -348794.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -348796.718750 Penalty: 2588.689453
	Iteration 48Q: 3 clusters Score -348796.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -348798.531250 Penalty: 2588.689453
	Iteration 49Q: 3 clusters Score -348798.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -348801.000000 Penalty: 2588.689453
	Iteration 50Q: 3 clusters Score -348801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -348804.375000 Penalty: 2588.689453
	Iteration 51Q: 3 clusters Score -348804.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -348805.562500 Penalty: 2588.689453
	Iteration 52Q: 3 clusters Score -348805.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -348807.156250 Penalty: 2588.689453
	Iteration 53Q: 3 clusters Score -348807.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -348808.906250 Penalty: 2588.689453
	Iteration 54Q: 3 clusters Score -348808.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -348810.625000 Penalty: 2588.689453
	Iteration 55Q: 3 clusters Score -348810.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -348811.468750 Penalty: 2588.689453
	Iteration 56Q: 3 clusters Score -348811.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -348813.156250 Penalty: 2588.689453
	Iteration 57Q: 3 clusters Score -348813.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -348814.468750 Penalty: 2588.689453
	Iteration 58Q: 3 clusters Score -348814.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -348816.500000 Penalty: 2588.689453
	Iteration 59Q: 3 clusters Score -348816.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -348820.781250 Penalty: 2588.689453
	Iteration 60F: 3 clusters Score -348820.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -348824.406250 Penalty: 2588.689453
	Iteration 61Q: 3 clusters Score -348824.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -348825.781250 Penalty: 2588.689453
	Iteration 62Q: 3 clusters Score -348825.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -348826.875000 Penalty: 2588.689453
	Iteration 63Q: 3 clusters Score -348826.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -348826.875000 Penalty: 2588.689453
	Iteration 64F: 3 clusters Score -348826.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (57432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57432 members 
Entering Unmasked Estep 
Score: -7033984.000000 Penalty: 1780.733032
	Iteration 0F: 2 clusters Score -7033984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -6995481.000000 Penalty: 3561.466064
	Iteration 0F: 3 clusters Score -6995481 nChanged 27115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -7010978.000000 Penalty: 3561.466064
	Iteration 1F: 3 clusters Score -7010978 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -7011623.500000 Penalty: 3561.466064
	Iteration 2Q: 3 clusters Score -7011624 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -7012596.500000 Penalty: 3561.466064
	Iteration 3Q: 3 clusters Score -7012596 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -7013940.000000 Penalty: 3561.466064
	Iteration 4F: 3 clusters Score -7013940 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -7016008.500000 Penalty: 3561.466064
	Iteration 5F: 3 clusters Score -7016008 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -7018944.000000 Penalty: 3561.466064
	Iteration 6F: 3 clusters Score -7018944 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -7022522.000000 Penalty: 3561.466064
	Iteration 7F: 3 clusters Score -7022522 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
Score: -7026104.500000 Penalty: 3561.466064
	Iteration 8F: 3 clusters Score -7026104 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 52568 members 
Entering Unmasked Estep 
Score: -7028739.500000 Penalty: 3561.466064
	Iteration 9F: 3 clusters Score -7028740 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 54395 members 
Entering Unmasked Estep 
Score: -7030342.000000 Penalty: 3561.466064
	Iteration 10Q: 3 clusters Score -7030342 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 55502 members 
Entering Unmasked Estep 
Score: -7031233.000000 Penalty: 3561.466064
	Iteration 11Q: 3 clusters Score -7031233 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 56099 members 
Entering Unmasked Estep 
Score: -7031698.500000 Penalty: 3561.466064
	Iteration 12Q: 3 clusters Score -7031698 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 56447 members 
Entering Unmasked Estep 
Score: -7031929.000000 Penalty: 3561.466064
	Iteration 13Q: 3 clusters Score -7031929 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 56660 members 
Entering Unmasked Estep 
Score: -7032077.000000 Penalty: 3561.466064
	Iteration 14Q: 3 clusters Score -7032077 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 56794 members 
Entering Unmasked Estep 
Score: -7032182.500000 Penalty: 3561.466064
	Iteration 15Q: 3 clusters Score -7032182 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 56884 members 
Entering Unmasked Estep 
Score: -7032253.000000 Penalty: 3561.466064
	Iteration 16Q: 3 clusters Score -7032253 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 56938 members 
Entering Unmasked Estep 
Score: -7032299.500000 Penalty: 3561.466064
	Iteration 17Q: 3 clusters Score -7032300 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 56974 members 
Entering Unmasked Estep 
Score: -7032314.500000 Penalty: 3561.466064
	Iteration 18Q: 3 clusters Score -7032314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 57004 members 
Entering Unmasked Estep 
Score: -7032336.000000 Penalty: 3561.466064
	Iteration 19Q: 3 clusters Score -7032336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 57034 members 
Entering Unmasked Estep 
Score: -7032352.000000 Penalty: 3561.466064
	Iteration 20F: 3 clusters Score -7032352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 57052 members 
Entering Unmasked Estep 
Score: -7032374.500000 Penalty: 3561.466064
	Iteration 21Q: 3 clusters Score -7032374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 57069 members 
Entering Unmasked Estep 
Score: -7032396.000000 Penalty: 3561.466064
	Iteration 22Q: 3 clusters Score -7032396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 57081 members 
Entering Unmasked Estep 
Score: -7032398.000000 Penalty: 3561.466064
	Iteration 23Q: 3 clusters Score -7032398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 57088 members 
Entering Unmasked Estep 
Score: -7032417.000000 Penalty: 3561.466064
	Iteration 24Q: 3 clusters Score -7032417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 57093 members 
Entering Unmasked Estep 
Score: -7032416.500000 Penalty: 3561.466064
	Iteration 25Q: 3 clusters Score -7032416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 57098 members 
Entering Unmasked Estep 
Score: -7032423.500000 Penalty: 3561.466064
	Iteration 26Q: 3 clusters Score -7032424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 57103 members 
Entering Unmasked Estep 
Score: -7032422.500000 Penalty: 3561.466064
	Iteration 27Q: 3 clusters Score -7032422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 57109 members 
Entering Unmasked Estep 
Score: -7032431.000000 Penalty: 3561.466064
	Iteration 28Q: 3 clusters Score -7032431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 57114 members 
Entering Unmasked Estep 
Score: -7032438.500000 Penalty: 3561.466064
	Iteration 29Q: 3 clusters Score -7032438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 57116 members 
Entering Unmasked Estep 
Score: -7032436.500000 Penalty: 3561.466064
	Iteration 30Q: 3 clusters Score -7032436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 57117 members 
Entering Unmasked Estep 
Score: -7032440.500000 Penalty: 3561.466064
	Iteration 31Q: 3 clusters Score -7032440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 57119 members 
Entering Unmasked Estep 
Score: -7032442.000000 Penalty: 3561.466064
	Iteration 32Q: 3 clusters Score -7032442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 57120 members 
Entering Unmasked Estep 
Score: -7032441.500000 Penalty: 3561.466064
	Iteration 33Q: 3 clusters Score -7032442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 57120 members 
Entering Unmasked Estep 
Score: -7032441.500000 Penalty: 3561.466064
	Iteration 34F: 3 clusters Score -7032442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -157588.500000 Penalty: 1185.225952
	Iteration 0F: 2 clusters Score -157588.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -155880.000000 Penalty: 2370.451904
	Iteration 0F: 3 clusters Score -155880 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -156349.875000 Penalty: 2370.451904
	Iteration 1F: 3 clusters Score -156349.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -156523.546875 Penalty: 2370.451904
	Iteration 2F: 3 clusters Score -156523.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -156623.187500 Penalty: 2370.451904
	Iteration 3F: 3 clusters Score -156623.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -156703.953125 Penalty: 2370.451904
	Iteration 4Q: 3 clusters Score -156704 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -156772.765625 Penalty: 2370.451904
	Iteration 5Q: 3 clusters Score -156772.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -156817.250000 Penalty: 2370.451904
	Iteration 6Q: 3 clusters Score -156817.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -156849.703125 Penalty: 2370.451904
	Iteration 7Q: 3 clusters Score -156849.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -156861.078125 Penalty: 2370.451904
	Iteration 8Q: 3 clusters Score -156861.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -156872.296875 Penalty: 2370.451904
	Iteration 9Q: 3 clusters Score -156872.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -156892.890625 Penalty: 2370.451904
	Iteration 10Q: 3 clusters Score -156892.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -156924.703125 Penalty: 2370.451904
	Iteration 11Q: 3 clusters Score -156924.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -156951.234375 Penalty: 2370.451904
	Iteration 12Q: 3 clusters Score -156951.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -156990.093750 Penalty: 2370.451904
	Iteration 13Q: 3 clusters Score -156990.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -157032.796875 Penalty: 2370.451904
	Iteration 14Q: 3 clusters Score -157032.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -157068.765625 Penalty: 2370.451904
	Iteration 15Q: 3 clusters Score -157068.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -157105.421875 Penalty: 2370.451904
	Iteration 16Q: 3 clusters Score -157105.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -157131.468750 Penalty: 2370.451904
	Iteration 17Q: 3 clusters Score -157131.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -157151.937500 Penalty: 2370.451904
	Iteration 18Q: 3 clusters Score -157151.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -157167.296875 Penalty: 2370.451904
	Iteration 19Q: 3 clusters Score -157167.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -157185.359375 Penalty: 2370.451904
	Iteration 20F: 3 clusters Score -157185.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -157220.500000 Penalty: 2370.451904
	Iteration 21Q: 3 clusters Score -157220.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -157250.406250 Penalty: 2370.451904
	Iteration 22Q: 3 clusters Score -157250.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -157268.546875 Penalty: 2370.451904
	Iteration 23Q: 3 clusters Score -157268.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -157289.234375 Penalty: 2370.451904
	Iteration 24Q: 3 clusters Score -157289.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -157300.359375 Penalty: 2370.451904
	Iteration 25Q: 3 clusters Score -157300.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -157310.859375 Penalty: 2370.451904
	Iteration 26Q: 3 clusters Score -157310.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -157323.421875 Penalty: 2370.451904
	Iteration 27Q: 3 clusters Score -157323.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -157338.656250 Penalty: 2370.451904
	Iteration 28Q: 3 clusters Score -157338.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -157348.234375 Penalty: 2370.451904
	Iteration 29Q: 3 clusters Score -157348.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -157355.656250 Penalty: 2370.451904
	Iteration 30Q: 3 clusters Score -157355.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -157361.156250 Penalty: 2370.451904
	Iteration 31Q: 3 clusters Score -157361.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -157365.046875 Penalty: 2370.451904
	Iteration 32Q: 3 clusters Score -157365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -157366.625000 Penalty: 2370.451904
	Iteration 33Q: 3 clusters Score -157366.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -157366.890625 Penalty: 2370.451904
	Iteration 34Q: 3 clusters Score -157366.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -157367.421875 Penalty: 2370.451904
	Iteration 35Q: 3 clusters Score -157367.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -157367.843750 Penalty: 2370.451904
	Iteration 36Q: 3 clusters Score -157367.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -157368.468750 Penalty: 2370.451904
	Iteration 37Q: 3 clusters Score -157368.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -157369.437500 Penalty: 2370.451904
	Iteration 38Q: 3 clusters Score -157369.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -157369.437500 Penalty: 2370.451904
	Iteration 39F: 3 clusters Score -157369.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Entering Unmasked Estep 
Score: -616331.312500 Penalty: 1382.345093
	Iteration 0F: 2 clusters Score -616331.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -612431.312500 Penalty: 2764.690186
	Iteration 0F: 3 clusters Score -612431.3 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -613527.562500 Penalty: 2764.690186
	Iteration 1F: 3 clusters Score -613527.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -613779.937500 Penalty: 2764.690186
	Iteration 2F: 3 clusters Score -613779.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -613976.937500 Penalty: 2764.690186
	Iteration 3F: 3 clusters Score -613976.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -614126.562500 Penalty: 2764.690186
	Iteration 4F: 3 clusters Score -614126.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -614262.812500 Penalty: 2764.690186
	Iteration 5Q: 3 clusters Score -614262.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -614389.750000 Penalty: 2764.690186
	Iteration 6Q: 3 clusters Score -614389.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -614508.125000 Penalty: 2764.690186
	Iteration 7Q: 3 clusters Score -614508.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -614609.875000 Penalty: 2764.690186
	Iteration 8Q: 3 clusters Score -614609.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -614707.312500 Penalty: 2764.690186
	Iteration 9Q: 3 clusters Score -614707.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -614795.437500 Penalty: 2764.690186
	Iteration 10Q: 3 clusters Score -614795.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -614855.312500 Penalty: 2764.690186
	Iteration 11Q: 3 clusters Score -614855.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -614909.625000 Penalty: 2764.690186
	Iteration 12Q: 3 clusters Score -614909.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -614962.875000 Penalty: 2764.690186
	Iteration 13Q: 3 clusters Score -614962.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -615005.312500 Penalty: 2764.690186
	Iteration 14Q: 3 clusters Score -615005.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -615040.875000 Penalty: 2764.690186
	Iteration 15Q: 3 clusters Score -615040.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -615069.500000 Penalty: 2764.690186
	Iteration 16Q: 3 clusters Score -615069.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -615098.187500 Penalty: 2764.690186
	Iteration 17Q: 3 clusters Score -615098.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -615121.000000 Penalty: 2764.690186
	Iteration 18Q: 3 clusters Score -615121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -615130.875000 Penalty: 2764.690186
	Iteration 19Q: 3 clusters Score -615130.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -615142.937500 Penalty: 2764.690186
	Iteration 20F: 3 clusters Score -615142.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -615151.250000 Penalty: 2764.690186
	Iteration 21Q: 3 clusters Score -615151.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -615157.250000 Penalty: 2764.690186
	Iteration 22Q: 3 clusters Score -615157.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -615161.625000 Penalty: 2764.690186
	Iteration 23Q: 3 clusters Score -615161.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -615163.125000 Penalty: 2764.690186
	Iteration 24Q: 3 clusters Score -615163.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -615165.000000 Penalty: 2764.690186
	Iteration 25Q: 3 clusters Score -615165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -615165.562500 Penalty: 2764.690186
	Iteration 26Q: 3 clusters Score -615165.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -615165.562500 Penalty: 2764.690186
	Iteration 27F: 3 clusters Score -615165.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Entering Unmasked Estep 
Score: -1194997.125000 Penalty: 1490.874023
	Iteration 0F: 2 clusters Score -1194997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1188045.500000 Penalty: 2981.748047
	Iteration 0F: 3 clusters Score -1188046 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1190288.125000 Penalty: 2981.748047
	Iteration 1F: 3 clusters Score -1190288 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1190582.875000 Penalty: 2981.748047
	Iteration 2F: 3 clusters Score -1190583 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1190805.875000 Penalty: 2981.748047
	Iteration 3F: 3 clusters Score -1190806 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1191011.375000 Penalty: 2981.748047
	Iteration 4Q: 3 clusters Score -1191011 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1191192.250000 Penalty: 2981.748047
	Iteration 5Q: 3 clusters Score -1191192 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1191363.125000 Penalty: 2981.748047
	Iteration 6Q: 3 clusters Score -1191363 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1191581.875000 Penalty: 2981.748047
	Iteration 7Q: 3 clusters Score -1191582 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1191815.250000 Penalty: 2981.748047
	Iteration 8Q: 3 clusters Score -1191815 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1192041.375000 Penalty: 2981.748047
	Iteration 9Q: 3 clusters Score -1192041 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1192337.375000 Penalty: 2981.748047
	Iteration 10Q: 3 clusters Score -1192337 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1192684.000000 Penalty: 2981.748047
	Iteration 11Q: 3 clusters Score -1192684 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1192959.500000 Penalty: 2981.748047
	Iteration 12Q: 3 clusters Score -1192960 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1193170.125000 Penalty: 2981.748047
	Iteration 13Q: 3 clusters Score -1193170 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1193338.250000 Penalty: 2981.748047
	Iteration 14Q: 3 clusters Score -1193338 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1193466.375000 Penalty: 2981.748047
	Iteration 15Q: 3 clusters Score -1193466 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1193552.625000 Penalty: 2981.748047
	Iteration 16Q: 3 clusters Score -1193553 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1193595.625000 Penalty: 2981.748047
	Iteration 17Q: 3 clusters Score -1193596 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1193624.875000 Penalty: 2981.748047
	Iteration 18Q: 3 clusters Score -1193625 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1193656.500000 Penalty: 2981.748047
	Iteration 19Q: 3 clusters Score -1193656 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1193685.500000 Penalty: 2981.748047
	Iteration 20F: 3 clusters Score -1193686 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1193713.375000 Penalty: 2981.748047
	Iteration 21Q: 3 clusters Score -1193713 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1193733.375000 Penalty: 2981.748047
	Iteration 22Q: 3 clusters Score -1193733 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1193748.875000 Penalty: 2981.748047
	Iteration 23Q: 3 clusters Score -1193749 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1193768.375000 Penalty: 2981.748047
	Iteration 24Q: 3 clusters Score -1193768 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1193779.000000 Penalty: 2981.748047
	Iteration 25Q: 3 clusters Score -1193779 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1193788.000000 Penalty: 2981.748047
	Iteration 26Q: 3 clusters Score -1193788 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1193799.375000 Penalty: 2981.748047
	Iteration 27Q: 3 clusters Score -1193799 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1193808.875000 Penalty: 2981.748047
	Iteration 28Q: 3 clusters Score -1193809 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1193817.750000 Penalty: 2981.748047
	Iteration 29Q: 3 clusters Score -1193818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1193823.875000 Penalty: 2981.748047
	Iteration 30Q: 3 clusters Score -1193824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1193830.750000 Penalty: 2981.748047
	Iteration 31Q: 3 clusters Score -1193831 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1193834.875000 Penalty: 2981.748047
	Iteration 32Q: 3 clusters Score -1193835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1193839.625000 Penalty: 2981.748047
	Iteration 33Q: 3 clusters Score -1193840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1193841.000000 Penalty: 2981.748047
	Iteration 34Q: 3 clusters Score -1193841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1193844.250000 Penalty: 2981.748047
	Iteration 35Q: 3 clusters Score -1193844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1193849.000000 Penalty: 2981.748047
	Iteration 36Q: 3 clusters Score -1193849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1193851.750000 Penalty: 2981.748047
	Iteration 37Q: 3 clusters Score -1193852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1193853.875000 Penalty: 2981.748047
	Iteration 38Q: 3 clusters Score -1193854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1193857.000000 Penalty: 2981.748047
	Iteration 39Q: 3 clusters Score -1193857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1193858.125000 Penalty: 2981.748047
	Iteration 40F: 3 clusters Score -1193858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1193859.625000 Penalty: 2981.748047
	Iteration 41Q: 3 clusters Score -1193860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1193861.000000 Penalty: 2981.748047
	Iteration 42Q: 3 clusters Score -1193861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1193864.000000 Penalty: 2981.748047
	Iteration 43Q: 3 clusters Score -1193864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1193864.750000 Penalty: 2981.748047
	Iteration 44Q: 3 clusters Score -1193865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1193865.125000 Penalty: 2981.748047
	Iteration 45Q: 3 clusters Score -1193865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1193868.500000 Penalty: 2981.748047
	Iteration 46Q: 3 clusters Score -1193868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1193866.125000 Penalty: 2981.748047
	Iteration 47Q: 3 clusters Score -1193866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1193867.125000 Penalty: 2981.748047
	Iteration 48Q: 3 clusters Score -1193867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1193871.125000 Penalty: 2981.748047
	Iteration 49Q: 3 clusters Score -1193871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1193872.875000 Penalty: 2981.748047
	Iteration 50Q: 3 clusters Score -1193873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1193876.250000 Penalty: 2981.748047
	Iteration 51Q: 3 clusters Score -1193876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1193872.875000 Penalty: 2981.748047
	Iteration 52Q: 3 clusters Score -1193873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1193872.875000 Penalty: 2981.748047
	Iteration 53F: 3 clusters Score -1193873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (81105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81105 members 
Entering Unmasked Estep 
Score: -9870456.000000 Penalty: 1836.818726
	Iteration 0F: 2 clusters Score -9870456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -9816355.000000 Penalty: 3673.637451
	Iteration 0F: 3 clusters Score -9816355 nChanged 38551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -9839049.000000 Penalty: 3673.637451
	Iteration 1F: 3 clusters Score -9839049 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 45792 members 
Entering Unmasked Estep 
Score: -9840220.000000 Penalty: 3673.637451
	Iteration 2Q: 3 clusters Score -9840220 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -9841713.000000 Penalty: 3673.637451
	Iteration 3Q: 3 clusters Score -9841713 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 52172 members 
Entering Unmasked Estep 
Score: -9843949.000000 Penalty: 3673.637451
	Iteration 4F: 3 clusters Score -9843949 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 57143 members 
Entering Unmasked Estep 
Score: -9847367.000000 Penalty: 3673.637451
	Iteration 5F: 3 clusters Score -9847367 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 63266 members 
Entering Unmasked Estep 
Score: -9852306.000000 Penalty: 3673.637451
	Iteration 6F: 3 clusters Score -9852306 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 69757 members 
Entering Unmasked Estep 
Score: -9858253.000000 Penalty: 3673.637451
	Iteration 7F: 3 clusters Score -9858253 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 75218 members 
Entering Unmasked Estep 
Score: -9863516.000000 Penalty: 3673.637451
	Iteration 8F: 3 clusters Score -9863516 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 78551 members 
Entering Unmasked Estep 
Score: -9866612.000000 Penalty: 3673.637451
	Iteration 9Q: 3 clusters Score -9866612 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 80066 members 
Entering Unmasked Estep 
Score: -9868060.000000 Penalty: 3673.637451
	Iteration 10Q: 3 clusters Score -9868060 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 80614 members 
Entering Unmasked Estep 
Score: -9868526.000000 Penalty: 3673.637451
	Iteration 11Q: 3 clusters Score -9868526 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 80799 members 
Entering Unmasked Estep 
Score: -9868668.000000 Penalty: 3673.637451
	Iteration 12Q: 3 clusters Score -9868668 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 80866 members 
Entering Unmasked Estep 
Score: -9868742.000000 Penalty: 3673.637451
	Iteration 13Q: 3 clusters Score -9868742 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 80903 members 
Entering Unmasked Estep 
Score: -9868797.000000 Penalty: 3673.637451
	Iteration 14Q: 3 clusters Score -9868797 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 80916 members 
Entering Unmasked Estep 
Score: -9868817.000000 Penalty: 3673.637451
	Iteration 15Q: 3 clusters Score -9868817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 80922 members 
Entering Unmasked Estep 
Score: -9868836.000000 Penalty: 3673.637451
	Iteration 16Q: 3 clusters Score -9868836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 80923 members 
Entering Unmasked Estep 
Score: -9868841.000000 Penalty: 3673.637451
	Iteration 17Q: 3 clusters Score -9868841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 80923 members 
Entering Unmasked Estep 
Score: -9868846.000000 Penalty: 3673.637451
	Iteration 18Q: 3 clusters Score -9868846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 80924 members 
Entering Unmasked Estep 
Score: -9868850.000000 Penalty: 3673.637451
	Iteration 19Q: 3 clusters Score -9868850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 80926 members 
Entering Unmasked Estep 
Score: -9868856.000000 Penalty: 3673.637451
	Iteration 20F: 3 clusters Score -9868856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 80929 members 
Entering Unmasked Estep 
Score: -9868858.000000 Penalty: 3673.637451
	Iteration 21Q: 3 clusters Score -9868858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 80928 members 
Entering Unmasked Estep 
Score: -9868862.000000 Penalty: 3673.637451
	Iteration 22Q: 3 clusters Score -9868862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 80927 members 
Entering Unmasked Estep 
Score: -9868870.000000 Penalty: 3673.637451
	Iteration 23Q: 3 clusters Score -9868870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 80928 members 
Entering Unmasked Estep 
Score: -9868876.000000 Penalty: 3673.637451
	Iteration 24Q: 3 clusters Score -9868876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 80928 members 
Entering Unmasked Estep 
Score: -9868876.000000 Penalty: 3673.637451
	Iteration 25F: 3 clusters Score -9868876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (39004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Entering Unmasked Estep 
Score: -4864516.000000 Penalty: 1717.855713
	Iteration 0F: 2 clusters Score -4864516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -4838341.500000 Penalty: 3435.711426
	Iteration 0F: 3 clusters Score -4838342 nChanged 18218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -4848732.500000 Penalty: 3435.711426
	Iteration 1F: 3 clusters Score -4848732 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -4849214.000000 Penalty: 3435.711426
	Iteration 2Q: 3 clusters Score -4849214 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -4849661.000000 Penalty: 3435.711426
	Iteration 3Q: 3 clusters Score -4849661 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -4850111.000000 Penalty: 3435.711426
	Iteration 4Q: 3 clusters Score -4850111 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -4850556.500000 Penalty: 3435.711426
	Iteration 5Q: 3 clusters Score -4850556 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -4851115.500000 Penalty: 3435.711426
	Iteration 6Q: 3 clusters Score -4851116 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -4851913.500000 Penalty: 3435.711426
	Iteration 7Q: 3 clusters Score -4851914 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -4852962.500000 Penalty: 3435.711426
	Iteration 8Q: 3 clusters Score -4852962 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -4854281.000000 Penalty: 3435.711426
	Iteration 9F: 3 clusters Score -4854281 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -4855557.000000 Penalty: 3435.711426
	Iteration 10F: 3 clusters Score -4855557 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -4856528.500000 Penalty: 3435.711426
	Iteration 11Q: 3 clusters Score -4856528 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -4857031.500000 Penalty: 3435.711426
	Iteration 12Q: 3 clusters Score -4857032 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -4857258.500000 Penalty: 3435.711426
	Iteration 13Q: 3 clusters Score -4857258 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -4857418.000000 Penalty: 3435.711426
	Iteration 14Q: 3 clusters Score -4857418 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -4857547.500000 Penalty: 3435.711426
	Iteration 15Q: 3 clusters Score -4857548 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -4857650.000000 Penalty: 3435.711426
	Iteration 16Q: 3 clusters Score -4857650 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -4857733.000000 Penalty: 3435.711426
	Iteration 17Q: 3 clusters Score -4857733 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -4857795.500000 Penalty: 3435.711426
	Iteration 18Q: 3 clusters Score -4857796 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -4857885.000000 Penalty: 3435.711426
	Iteration 19Q: 3 clusters Score -4857885 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -4857978.000000 Penalty: 3435.711426
	Iteration 20F: 3 clusters Score -4857978 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -4858065.000000 Penalty: 3435.711426
	Iteration 21Q: 3 clusters Score -4858065 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -4858173.500000 Penalty: 3435.711426
	Iteration 22Q: 3 clusters Score -4858174 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -4858298.000000 Penalty: 3435.711426
	Iteration 23Q: 3 clusters Score -4858298 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -4858398.500000 Penalty: 3435.711426
	Iteration 24Q: 3 clusters Score -4858398 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -4858535.000000 Penalty: 3435.711426
	Iteration 25Q: 3 clusters Score -4858535 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -4858678.000000 Penalty: 3435.711426
	Iteration 26Q: 3 clusters Score -4858678 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -4858837.000000 Penalty: 3435.711426
	Iteration 27Q: 3 clusters Score -4858837 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -4858997.500000 Penalty: 3435.711426
	Iteration 28Q: 3 clusters Score -4858998 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -4859145.000000 Penalty: 3435.711426
	Iteration 29Q: 3 clusters Score -4859145 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -4859302.000000 Penalty: 3435.711426
	Iteration 30Q: 3 clusters Score -4859302 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -4859454.000000 Penalty: 3435.711426
	Iteration 31Q: 3 clusters Score -4859454 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -4859619.500000 Penalty: 3435.711426
	Iteration 32Q: 3 clusters Score -4859620 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -4859816.500000 Penalty: 3435.711426
	Iteration 33Q: 3 clusters Score -4859816 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -4860024.500000 Penalty: 3435.711426
	Iteration 34Q: 3 clusters Score -4860024 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -4860237.000000 Penalty: 3435.711426
	Iteration 35Q: 3 clusters Score -4860237 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -4860471.500000 Penalty: 3435.711426
	Iteration 36Q: 3 clusters Score -4860472 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -4860680.500000 Penalty: 3435.711426
	Iteration 37Q: 3 clusters Score -4860680 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -4860909.000000 Penalty: 3435.711426
	Iteration 38Q: 3 clusters Score -4860909 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -4861125.000000 Penalty: 3435.711426
	Iteration 39Q: 3 clusters Score -4861125 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -4861325.500000 Penalty: 3435.711426
	Iteration 40F: 3 clusters Score -4861326 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -4861468.500000 Penalty: 3435.711426
	Iteration 41Q: 3 clusters Score -4861468 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -4861596.500000 Penalty: 3435.711426
	Iteration 42Q: 3 clusters Score -4861596 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -4861710.500000 Penalty: 3435.711426
	Iteration 43Q: 3 clusters Score -4861710 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -4861847.500000 Penalty: 3435.711426
	Iteration 44Q: 3 clusters Score -4861848 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -4861980.000000 Penalty: 3435.711426
	Iteration 45Q: 3 clusters Score -4861980 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -4862106.500000 Penalty: 3435.711426
	Iteration 46Q: 3 clusters Score -4862106 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -4862238.000000 Penalty: 3435.711426
	Iteration 47Q: 3 clusters Score -4862238 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -4862345.000000 Penalty: 3435.711426
	Iteration 48Q: 3 clusters Score -4862345 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -4862459.000000 Penalty: 3435.711426
	Iteration 49Q: 3 clusters Score -4862459 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -4862536.500000 Penalty: 3435.711426
	Iteration 50Q: 3 clusters Score -4862536 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4862627.500000 Penalty: 3435.711426
	Iteration 51Q: 3 clusters Score -4862628 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4862699.000000 Penalty: 3435.711426
	Iteration 52Q: 3 clusters Score -4862699 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4862750.500000 Penalty: 3435.711426
	Iteration 53Q: 3 clusters Score -4862750 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4862771.000000 Penalty: 3435.711426
	Iteration 54Q: 3 clusters Score -4862771 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4862808.000000 Penalty: 3435.711426
	Iteration 55Q: 3 clusters Score -4862808 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4862842.500000 Penalty: 3435.711426
	Iteration 56Q: 3 clusters Score -4862842 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4862873.500000 Penalty: 3435.711426
	Iteration 57Q: 3 clusters Score -4862874 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4862907.500000 Penalty: 3435.711426
	Iteration 58Q: 3 clusters Score -4862908 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4862927.000000 Penalty: 3435.711426
	Iteration 59Q: 3 clusters Score -4862927 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4862972.500000 Penalty: 3435.711426
	Iteration 60F: 3 clusters Score -4862972 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4862999.500000 Penalty: 3435.711426
	Iteration 61Q: 3 clusters Score -4863000 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4863027.000000 Penalty: 3435.711426
	Iteration 62Q: 3 clusters Score -4863027 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4863037.500000 Penalty: 3435.711426
	Iteration 63Q: 3 clusters Score -4863038 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4863058.000000 Penalty: 3435.711426
	Iteration 64Q: 3 clusters Score -4863058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4863064.500000 Penalty: 3435.711426
	Iteration 65Q: 3 clusters Score -4863064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4863071.000000 Penalty: 3435.711426
	Iteration 66Q: 3 clusters Score -4863071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4863087.000000 Penalty: 3435.711426
	Iteration 67Q: 3 clusters Score -4863087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4863099.500000 Penalty: 3435.711426
	Iteration 68Q: 3 clusters Score -4863100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4863112.000000 Penalty: 3435.711426
	Iteration 69Q: 3 clusters Score -4863112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4863116.500000 Penalty: 3435.711426
	Iteration 70Q: 3 clusters Score -4863116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4863131.000000 Penalty: 3435.711426
	Iteration 71Q: 3 clusters Score -4863131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4863143.000000 Penalty: 3435.711426
	Iteration 72Q: 3 clusters Score -4863143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4863148.000000 Penalty: 3435.711426
	Iteration 73Q: 3 clusters Score -4863148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4863145.500000 Penalty: 3435.711426
	Iteration 74Q: 3 clusters Score -4863146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4863157.000000 Penalty: 3435.711426
	Iteration 75Q: 3 clusters Score -4863157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4863159.500000 Penalty: 3435.711426
	Iteration 76Q: 3 clusters Score -4863160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4863168.000000 Penalty: 3435.711426
	Iteration 77Q: 3 clusters Score -4863168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4863163.000000 Penalty: 3435.711426
	Iteration 78Q: 3 clusters Score -4863163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4863166.500000 Penalty: 3435.711426
	Iteration 79Q: 3 clusters Score -4863166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4863172.000000 Penalty: 3435.711426
	Iteration 80F: 3 clusters Score -4863172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4863176.000000 Penalty: 3435.711426
	Iteration 81Q: 3 clusters Score -4863176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4863175.500000 Penalty: 3435.711426
	Iteration 82Q: 3 clusters Score -4863176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4863175.500000 Penalty: 3435.711426
	Iteration 83Q: 3 clusters Score -4863176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4863177.000000 Penalty: 3435.711426
	Iteration 84Q: 3 clusters Score -4863177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4863174.500000 Penalty: 3435.711426
	Iteration 85Q: 3 clusters Score -4863174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4863174.500000 Penalty: 3435.711426
	Iteration 86F: 3 clusters Score -4863174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -62492.539062 Penalty: 1040.311523
	Iteration 0F: 2 clusters Score -62492.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -61378.234375 Penalty: 2080.623047
	Iteration 0F: 3 clusters Score -61378.23 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61732.945312 Penalty: 2080.623047
	Iteration 1F: 3 clusters Score -61732.95 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -61969.605469 Penalty: 2080.623047
	Iteration 2F: 3 clusters Score -61969.61 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -62142.574219 Penalty: 2080.623047
	Iteration 3F: 3 clusters Score -62142.57 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -62228.949219 Penalty: 2080.623047
	Iteration 4F: 3 clusters Score -62228.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -62271.281250 Penalty: 2080.623047
	Iteration 5Q: 3 clusters Score -62271.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -62289.410156 Penalty: 2080.623047
	Iteration 6Q: 3 clusters Score -62289.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -62298.906250 Penalty: 2080.623047
	Iteration 7Q: 3 clusters Score -62298.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -62300.832031 Penalty: 2080.623047
	Iteration 8Q: 3 clusters Score -62300.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -62308.921875 Penalty: 2080.623047
	Iteration 9Q: 3 clusters Score -62308.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -62314.089844 Penalty: 2080.623047
	Iteration 10Q: 3 clusters Score -62314.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -62318.343750 Penalty: 2080.623047
	Iteration 11Q: 3 clusters Score -62318.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -62319.542969 Penalty: 2080.623047
	Iteration 12Q: 3 clusters Score -62319.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -62319.542969 Penalty: 2080.623047
	Iteration 13F: 3 clusters Score -62319.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (112778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112778 members 
Entering Unmasked Estep 
Score: -14259690.000000 Penalty: 1890.391235
	Iteration 0F: 2 clusters Score -1.425969e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56199 members 
Mstep: Class 2 contains 56579 members 
Entering Unmasked Estep 
Score: -14199536.000000 Penalty: 3780.782471
	Iteration 0F: 3 clusters Score -1.419954e+07 nChanged 53922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 57891 members 
Entering Unmasked Estep 
Score: -14230981.000000 Penalty: 3780.782471
	Iteration 1F: 3 clusters Score -1.423098e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54139 members 
Mstep: Class 2 contains 58639 members 
Entering Unmasked Estep 
Score: -14231711.000000 Penalty: 3780.782471
	Iteration 2Q: 3 clusters Score -1.423171e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52877 members 
Mstep: Class 2 contains 59901 members 
Entering Unmasked Estep 
Score: -14232719.000000 Penalty: 3780.782471
	Iteration 3Q: 3 clusters Score -1.423272e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50973 members 
Mstep: Class 2 contains 61805 members 
Entering Unmasked Estep 
Score: -14234055.000000 Penalty: 3780.782471
	Iteration 4Q: 3 clusters Score -1.423406e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48175 members 
Mstep: Class 2 contains 64603 members 
Entering Unmasked Estep 
Score: -14236236.000000 Penalty: 3780.782471
	Iteration 5Q: 3 clusters Score -1.423624e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 68554 members 
Entering Unmasked Estep 
Score: -14239343.000000 Penalty: 3780.782471
	Iteration 6F: 3 clusters Score -1.423934e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 73526 members 
Entering Unmasked Estep 
Score: -14244065.000000 Penalty: 3780.782471
	Iteration 7F: 3 clusters Score -1.424406e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 78444 members 
Entering Unmasked Estep 
Score: -14249349.000000 Penalty: 3780.782471
	Iteration 8F: 3 clusters Score -1.424935e+07 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 82024 members 
Entering Unmasked Estep 
Score: -14253723.000000 Penalty: 3780.782471
	Iteration 9F: 3 clusters Score -1.425372e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 84261 members 
Entering Unmasked Estep 
Score: -14256265.000000 Penalty: 3780.782471
	Iteration 10Q: 3 clusters Score -1.425626e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 85824 members 
Entering Unmasked Estep 
Score: -14257481.000000 Penalty: 3780.782471
	Iteration 11Q: 3 clusters Score -1.425748e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 87095 members 
Entering Unmasked Estep 
Score: -14258222.000000 Penalty: 3780.782471
	Iteration 12Q: 3 clusters Score -1.425822e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 88236 members 
Entering Unmasked Estep 
Score: -14258738.000000 Penalty: 3780.782471
	Iteration 13Q: 3 clusters Score -1.425874e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 89357 members 
Entering Unmasked Estep 
Score: -14259261.000000 Penalty: 3780.782471
	Iteration 14Q: 3 clusters Score -1.425926e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 90477 members 
Entering Unmasked Estep 
Score: -14260092.000000 Penalty: 3780.782471
	Iteration 15Q: 3 clusters Score -1.426009e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 91745 members 
Entering Unmasked Estep 
Score: -14261091.000000 Penalty: 3780.782471
	Iteration 16Q: 3 clusters Score -1.426109e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 93258 members 
Entering Unmasked Estep 
Score: -14261938.000000 Penalty: 3780.782471
	Iteration 17Q: 3 clusters Score -1.426194e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 95045 members 
Entering Unmasked Estep 
Score: -14262727.000000 Penalty: 3780.782471
	Iteration 18Q: 3 clusters Score -1.426273e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 97194 members 
Entering Unmasked Estep 
Score: -14263248.000000 Penalty: 3780.782471
	Iteration 19Q: 3 clusters Score -1.426325e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 99625 members 
Entering Unmasked Estep 
Score: -14263563.000000 Penalty: 3780.782471
	Iteration 20F: 3 clusters Score -1.426356e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 102106 members 
Entering Unmasked Estep 
Score: -14263373.000000 Penalty: 3780.782471
	Iteration 21Q: 3 clusters Score -1.426337e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 104328 members 
Entering Unmasked Estep 
Score: -14262723.000000 Penalty: 3780.782471
	Iteration 22Q: 3 clusters Score -1.426272e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 106119 members 
Entering Unmasked Estep 
Score: -14262016.000000 Penalty: 3780.782471
	Iteration 23Q: 3 clusters Score -1.426202e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 107474 members 
Entering Unmasked Estep 
Score: -14261399.000000 Penalty: 3780.782471
	Iteration 24Q: 3 clusters Score -1.42614e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 108439 members 
Entering Unmasked Estep 
Score: -14260971.000000 Penalty: 3780.782471
	Iteration 25Q: 3 clusters Score -1.426097e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 109068 members 
Entering Unmasked Estep 
Score: -14260800.000000 Penalty: 3780.782471
	Iteration 26Q: 3 clusters Score -1.42608e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 109503 members 
Entering Unmasked Estep 
Score: -14260615.000000 Penalty: 3780.782471
	Iteration 27Q: 3 clusters Score -1.426062e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 109824 members 
Entering Unmasked Estep 
Score: -14260521.000000 Penalty: 3780.782471
	Iteration 28Q: 3 clusters Score -1.426052e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 110065 members 
Entering Unmasked Estep 
Score: -14260444.000000 Penalty: 3780.782471
	Iteration 29Q: 3 clusters Score -1.426044e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 110247 members 
Entering Unmasked Estep 
Score: -14260409.000000 Penalty: 3780.782471
	Iteration 30Q: 3 clusters Score -1.426041e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 110413 members 
Entering Unmasked Estep 
Score: -14260292.000000 Penalty: 3780.782471
	Iteration 31Q: 3 clusters Score -1.426029e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 110524 members 
Entering Unmasked Estep 
Score: -14260217.000000 Penalty: 3780.782471
	Iteration 32Q: 3 clusters Score -1.426022e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 110606 members 
Entering Unmasked Estep 
Score: -14260184.000000 Penalty: 3780.782471
	Iteration 33Q: 3 clusters Score -1.426018e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 110673 members 
Entering Unmasked Estep 
Score: -14260173.000000 Penalty: 3780.782471
	Iteration 34Q: 3 clusters Score -1.426017e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 110725 members 
Entering Unmasked Estep 
Score: -14260148.000000 Penalty: 3780.782471
	Iteration 35Q: 3 clusters Score -1.426015e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 110766 members 
Entering Unmasked Estep 
Score: -14260138.000000 Penalty: 3780.782471
	Iteration 36Q: 3 clusters Score -1.426014e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 110793 members 
Entering Unmasked Estep 
Score: -14260117.000000 Penalty: 3780.782471
	Iteration 37Q: 3 clusters Score -1.426012e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 110811 members 
Entering Unmasked Estep 
Score: -14260096.000000 Penalty: 3780.782471
	Iteration 38Q: 3 clusters Score -1.42601e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 110832 members 
Entering Unmasked Estep 
Score: -14260084.000000 Penalty: 3780.782471
	Iteration 39Q: 3 clusters Score -1.426008e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 110843 members 
Entering Unmasked Estep 
Score: -14260084.000000 Penalty: 3780.782471
	Iteration 40F: 3 clusters Score -1.426008e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 110855 members 
Entering Unmasked Estep 
Score: -14260075.000000 Penalty: 3780.782471
	Iteration 41Q: 3 clusters Score -1.426008e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 110865 members 
Entering Unmasked Estep 
Score: -14260074.000000 Penalty: 3780.782471
	Iteration 42Q: 3 clusters Score -1.426007e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 110879 members 
Entering Unmasked Estep 
Score: -14260053.000000 Penalty: 3780.782471
	Iteration 43Q: 3 clusters Score -1.426005e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 110893 members 
Entering Unmasked Estep 
Score: -14260045.000000 Penalty: 3780.782471
	Iteration 44Q: 3 clusters Score -1.426004e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 110909 members 
Entering Unmasked Estep 
Score: -14260029.000000 Penalty: 3780.782471
	Iteration 45Q: 3 clusters Score -1.426003e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 110924 members 
Entering Unmasked Estep 
Score: -14259995.000000 Penalty: 3780.782471
	Iteration 46Q: 3 clusters Score -1.426e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 110936 members 
Entering Unmasked Estep 
Score: -14259993.000000 Penalty: 3780.782471
	Iteration 47Q: 3 clusters Score -1.425999e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 110944 members 
Entering Unmasked Estep 
Score: -14259955.000000 Penalty: 3780.782471
	Iteration 48Q: 3 clusters Score -1.425996e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 110954 members 
Entering Unmasked Estep 
Score: -14259953.000000 Penalty: 3780.782471
	Iteration 49Q: 3 clusters Score -1.425995e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 110962 members 
Entering Unmasked Estep 
Score: -14259956.000000 Penalty: 3780.782471
	Iteration 50Q: 3 clusters Score -1.425996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 110966 members 
Entering Unmasked Estep 
Score: -14259962.000000 Penalty: 3780.782471
	Iteration 51Q: 3 clusters Score -1.425996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 110968 members 
Entering Unmasked Estep 
Score: -14259955.000000 Penalty: 3780.782471
	Iteration 52Q: 3 clusters Score -1.425996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 110972 members 
Entering Unmasked Estep 
Score: -14259950.000000 Penalty: 3780.782471
	Iteration 53Q: 3 clusters Score -1.425995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 110978 members 
Entering Unmasked Estep 
Score: -14259957.000000 Penalty: 3780.782471
	Iteration 54Q: 3 clusters Score -1.425996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 110981 members 
Entering Unmasked Estep 
Score: -14259949.000000 Penalty: 3780.782471
	Iteration 55Q: 3 clusters Score -1.425995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 110982 members 
Entering Unmasked Estep 
Score: -14259954.000000 Penalty: 3780.782471
	Iteration 56Q: 3 clusters Score -1.425995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 110984 members 
Entering Unmasked Estep 
Score: -14259940.000000 Penalty: 3780.782471
	Iteration 57Q: 3 clusters Score -1.425994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 110988 members 
Entering Unmasked Estep 
Score: -14259942.000000 Penalty: 3780.782471
	Iteration 58Q: 3 clusters Score -1.425994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 110989 members 
Entering Unmasked Estep 
Score: -14259935.000000 Penalty: 3780.782471
	Iteration 59Q: 3 clusters Score -1.425994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 110991 members 
Entering Unmasked Estep 
Score: -14259945.000000 Penalty: 3780.782471
	Iteration 60F: 3 clusters Score -1.425994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 110993 members 
Entering Unmasked Estep 
Score: -14259937.000000 Penalty: 3780.782471
	Iteration 61Q: 3 clusters Score -1.425994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 110995 members 
Entering Unmasked Estep 
Score: -14259939.000000 Penalty: 3780.782471
	Iteration 62Q: 3 clusters Score -1.425994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 110995 members 
Entering Unmasked Estep 
Score: -14259939.000000 Penalty: 3780.782471
	Iteration 63F: 3 clusters Score -1.425994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 93352 members 
Mstep: Class 3 contains 7364 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 48797 members 
Mstep: Class 6 contains 9732 members 
Mstep: Class 7 contains 5242 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 7233 members 
Mstep: Class 10 contains 106270 members 
Mstep: Class 11 contains 9464 members 
Mstep: Class 12 contains 108796 members 
Mstep: Class 13 contains 13943 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6586 members 
Mstep: Class 16 contains 8524 members 
Mstep: Class 17 contains 23212 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 57432 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 9649 members 
Mstep: Class 25 contains 81105 members 
Mstep: Class 26 contains 39004 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 1783 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2901 members 
Mstep: Class 31 contains 4462 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4066 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 662 members 
Mstep: Class 37 contains 760 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6396 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99767 members 
Mstep: Class 42 contains 10387 members 
Mstep: Class 43 contains 10681 members 
Mstep: Class 44 contains 261 members 
Mstep: Class 45 contains 110995 members 
Entering Unmasked Estep 
Score: -111758440.000000 Penalty: 100403.789062
Splitting cluster 28 changes total score from -111758232.000000 to -111758440.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 29 (1748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Entering Unmasked Estep 
Score: -212050.062500 Penalty: 1213.261963
	Iteration 0F: 2 clusters Score -212050.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -210135.187500 Penalty: 2426.523926
	Iteration 0F: 3 clusters Score -210135.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -210612.921875 Penalty: 2426.523926
	Iteration 1F: 3 clusters Score -210612.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -210855.796875 Penalty: 2426.523926
	Iteration 2F: 3 clusters Score -210855.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -211136.593750 Penalty: 2426.523926
	Iteration 3F: 3 clusters Score -211136.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -211305.609375 Penalty: 2426.523926
	Iteration 4F: 3 clusters Score -211305.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -211461.296875 Penalty: 2426.523926
	Iteration 5F: 3 clusters Score -211461.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -211563.734375 Penalty: 2426.523926
	Iteration 6Q: 3 clusters Score -211563.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -211603.015625 Penalty: 2426.523926
	Iteration 7Q: 3 clusters Score -211603 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -211626.859375 Penalty: 2426.523926
	Iteration 8Q: 3 clusters Score -211626.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -211655.093750 Penalty: 2426.523926
	Iteration 9Q: 3 clusters Score -211655.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -211670.125000 Penalty: 2426.523926
	Iteration 10Q: 3 clusters Score -211670.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -211682.046875 Penalty: 2426.523926
	Iteration 11Q: 3 clusters Score -211682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -211694.468750 Penalty: 2426.523926
	Iteration 12Q: 3 clusters Score -211694.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -211717.281250 Penalty: 2426.523926
	Iteration 13Q: 3 clusters Score -211717.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -211739.578125 Penalty: 2426.523926
	Iteration 14Q: 3 clusters Score -211739.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -211758.453125 Penalty: 2426.523926
	Iteration 15Q: 3 clusters Score -211758.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -211773.031250 Penalty: 2426.523926
	Iteration 16Q: 3 clusters Score -211773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -211784.234375 Penalty: 2426.523926
	Iteration 17Q: 3 clusters Score -211784.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -211789.984375 Penalty: 2426.523926
	Iteration 18Q: 3 clusters Score -211790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -211800.718750 Penalty: 2426.523926
	Iteration 19Q: 3 clusters Score -211800.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -211806.890625 Penalty: 2426.523926
	Iteration 20F: 3 clusters Score -211806.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -211810.015625 Penalty: 2426.523926
	Iteration 21Q: 3 clusters Score -211810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -211816.515625 Penalty: 2426.523926
	Iteration 22Q: 3 clusters Score -211816.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -211816.984375 Penalty: 2426.523926
	Iteration 23Q: 3 clusters Score -211817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -211818.109375 Penalty: 2426.523926
	Iteration 24Q: 3 clusters Score -211818.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -211819.187500 Penalty: 2426.523926
	Iteration 25Q: 3 clusters Score -211819.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -211820.546875 Penalty: 2426.523926
	Iteration 26Q: 3 clusters Score -211820.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -211820.718750 Penalty: 2426.523926
	Iteration 27Q: 3 clusters Score -211820.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -211820.718750 Penalty: 2426.523926
	Iteration 28F: 3 clusters Score -211820.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Entering Unmasked Estep 
Score: -343852.406250 Penalty: 1295.581787
	Iteration 0F: 2 clusters Score -343852.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -341172.312500 Penalty: 2591.163574
	Iteration 0F: 3 clusters Score -341172.3 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -341842.750000 Penalty: 2591.163574
	Iteration 1F: 3 clusters Score -341842.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -342014.968750 Penalty: 2591.163574
	Iteration 2F: 3 clusters Score -342015 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -342111.718750 Penalty: 2591.163574
	Iteration 3F: 3 clusters Score -342111.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -342204.093750 Penalty: 2591.163574
	Iteration 4Q: 3 clusters Score -342204.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -342277.156250 Penalty: 2591.163574
	Iteration 5Q: 3 clusters Score -342277.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -342333.781250 Penalty: 2591.163574
	Iteration 6Q: 3 clusters Score -342333.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -342396.281250 Penalty: 2591.163574
	Iteration 7Q: 3 clusters Score -342396.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -342485.062500 Penalty: 2591.163574
	Iteration 8Q: 3 clusters Score -342485.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -342558.187500 Penalty: 2591.163574
	Iteration 9Q: 3 clusters Score -342558.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -342611.843750 Penalty: 2591.163574
	Iteration 10Q: 3 clusters Score -342611.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -342658.125000 Penalty: 2591.163574
	Iteration 11Q: 3 clusters Score -342658.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -342701.406250 Penalty: 2591.163574
	Iteration 12Q: 3 clusters Score -342701.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -342769.062500 Penalty: 2591.163574
	Iteration 13Q: 3 clusters Score -342769.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -342837.562500 Penalty: 2591.163574
	Iteration 14Q: 3 clusters Score -342837.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -342874.125000 Penalty: 2591.163574
	Iteration 15Q: 3 clusters Score -342874.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -342904.968750 Penalty: 2591.163574
	Iteration 16Q: 3 clusters Score -342905 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -342932.406250 Penalty: 2591.163574
	Iteration 17Q: 3 clusters Score -342932.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -342968.562500 Penalty: 2591.163574
	Iteration 18Q: 3 clusters Score -342968.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -342992.000000 Penalty: 2591.163574
	Iteration 19Q: 3 clusters Score -342992 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -343015.937500 Penalty: 2591.163574
	Iteration 20F: 3 clusters Score -343015.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -343042.718750 Penalty: 2591.163574
	Iteration 21Q: 3 clusters Score -343042.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -343056.031250 Penalty: 2591.163574
	Iteration 22Q: 3 clusters Score -343056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -343064.718750 Penalty: 2591.163574
	Iteration 23Q: 3 clusters Score -343064.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -343070.000000 Penalty: 2591.163574
	Iteration 24Q: 3 clusters Score -343070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -343071.781250 Penalty: 2591.163574
	Iteration 25Q: 3 clusters Score -343071.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -343075.218750 Penalty: 2591.163574
	Iteration 26Q: 3 clusters Score -343075.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -343078.562500 Penalty: 2591.163574
	Iteration 27Q: 3 clusters Score -343078.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -343079.687500 Penalty: 2591.163574
	Iteration 28Q: 3 clusters Score -343079.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -343080.343750 Penalty: 2591.163574
	Iteration 29Q: 3 clusters Score -343080.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -343081.250000 Penalty: 2591.163574
	Iteration 30Q: 3 clusters Score -343081.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -343081.937500 Penalty: 2591.163574
	Iteration 31Q: 3 clusters Score -343081.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -343084.406250 Penalty: 2591.163574
	Iteration 32Q: 3 clusters Score -343084.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -343087.250000 Penalty: 2591.163574
	Iteration 33Q: 3 clusters Score -343087.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -343088.375000 Penalty: 2591.163574
	Iteration 34Q: 3 clusters Score -343088.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -343088.718750 Penalty: 2591.163574
	Iteration 35Q: 3 clusters Score -343088.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -343089.968750 Penalty: 2591.163574
	Iteration 36Q: 3 clusters Score -343090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -343092.656250 Penalty: 2591.163574
	Iteration 37Q: 3 clusters Score -343092.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -343096.343750 Penalty: 2591.163574
	Iteration 38Q: 3 clusters Score -343096.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -343098.156250 Penalty: 2591.163574
	Iteration 39Q: 3 clusters Score -343098.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -343098.093750 Penalty: 2591.163574
	Iteration 40F: 3 clusters Score -343098.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -343099.500000 Penalty: 2591.163574
	Iteration 41Q: 3 clusters Score -343099.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -343099.656250 Penalty: 2591.163574
	Iteration 42Q: 3 clusters Score -343099.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -343099.656250 Penalty: 2591.163574
	Iteration 43F: 3 clusters Score -343099.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Entering Unmasked Estep 
Score: -555411.750000 Penalty: 1365.544800
	Iteration 0F: 2 clusters Score -555411.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -551772.875000 Penalty: 2731.089600
	Iteration 0F: 3 clusters Score -551772.9 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -552767.687500 Penalty: 2731.089600
	Iteration 1F: 3 clusters Score -552767.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -552975.875000 Penalty: 2731.089600
	Iteration 2F: 3 clusters Score -552975.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -553171.625000 Penalty: 2731.089600
	Iteration 3F: 3 clusters Score -553171.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -553368.375000 Penalty: 2731.089600
	Iteration 4F: 3 clusters Score -553368.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -553526.625000 Penalty: 2731.089600
	Iteration 5Q: 3 clusters Score -553526.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -553676.687500 Penalty: 2731.089600
	Iteration 6Q: 3 clusters Score -553676.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -553803.187500 Penalty: 2731.089600
	Iteration 7Q: 3 clusters Score -553803.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -553926.687500 Penalty: 2731.089600
	Iteration 8Q: 3 clusters Score -553926.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -554060.562500 Penalty: 2731.089600
	Iteration 9Q: 3 clusters Score -554060.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -554198.750000 Penalty: 2731.089600
	Iteration 10Q: 3 clusters Score -554198.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -554369.125000 Penalty: 2731.089600
	Iteration 11Q: 3 clusters Score -554369.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -554618.500000 Penalty: 2731.089600
	Iteration 12Q: 3 clusters Score -554618.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -554995.437500 Penalty: 2731.089600
	Iteration 13Q: 3 clusters Score -554995.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -555501.187500 Penalty: 2731.089600
	Iteration 14Q: 3 clusters Score -555501.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -555747.562500 Penalty: 2731.089600
	Iteration 15Q: 3 clusters Score -555747.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -555793.687500 Penalty: 2731.089600
	Iteration 16Q: 3 clusters Score -555793.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -555811.250000 Penalty: 2731.089600
	Iteration 17Q: 3 clusters Score -555811.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -555815.000000 Penalty: 2731.089600
	Iteration 18Q: 3 clusters Score -555815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -555817.062500 Penalty: 2731.089600
	Iteration 19Q: 3 clusters Score -555817.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -555818.625000 Penalty: 2731.089600
	Iteration 20F: 3 clusters Score -555818.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -555819.562500 Penalty: 2731.089600
	Iteration 21Q: 3 clusters Score -555819.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -555820.125000 Penalty: 2731.089600
	Iteration 22Q: 3 clusters Score -555820.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -555820.125000 Penalty: 2731.089600
	Iteration 23F: 3 clusters Score -555820.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 93352 members 
Mstep: Class 3 contains 7364 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 48797 members 
Mstep: Class 6 contains 9732 members 
Mstep: Class 7 contains 5242 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 7233 members 
Mstep: Class 10 contains 106270 members 
Mstep: Class 11 contains 9464 members 
Mstep: Class 12 contains 108796 members 
Mstep: Class 13 contains 13943 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6586 members 
Mstep: Class 16 contains 8524 members 
Mstep: Class 17 contains 23212 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 57432 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 9649 members 
Mstep: Class 25 contains 81105 members 
Mstep: Class 26 contains 39004 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 1783 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2901 members 
Mstep: Class 31 contains 1555 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4066 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 662 members 
Mstep: Class 37 contains 760 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6396 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99767 members 
Mstep: Class 42 contains 10387 members 
Mstep: Class 43 contains 10681 members 
Mstep: Class 44 contains 261 members 
Mstep: Class 45 contains 110995 members 
Mstep: Class 46 contains 2907 members 
Entering Unmasked Estep 
Score: -111758032.000000 Penalty: 102634.984375
Splitting cluster 31 changes total score from -111758232.000000 to -111758032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -20143.847656 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -20143.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19417.976562 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -19417.98 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -19725.150391 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -19725.15 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20085.697266 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -20085.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20277.304688 Penalty: 1863.335938
	Iteration 3Q: 3 clusters Score -20277.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20404.748047 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -20404.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20458.716797 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -20458.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20475.623047 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -20475.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20494.736328 Penalty: 1863.335938
	Iteration 7Q: 3 clusters Score -20494.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20505.585938 Penalty: 1863.335938
	Iteration 8Q: 3 clusters Score -20505.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20507.498047 Penalty: 1863.335938
	Iteration 9Q: 3 clusters Score -20507.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20510.818359 Penalty: 1863.335938
	Iteration 10F: 3 clusters Score -20510.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20532.384766 Penalty: 1863.335938
	Iteration 11Q: 3 clusters Score -20532.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20552.986328 Penalty: 1863.335938
	Iteration 12Q: 3 clusters Score -20552.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20554.994141 Penalty: 1863.335938
	Iteration 13Q: 3 clusters Score -20554.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20556.062500 Penalty: 1863.335938
	Iteration 14Q: 3 clusters Score -20556.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20559.265625 Penalty: 1863.335938
	Iteration 15F: 3 clusters Score -20559.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20619.949219 Penalty: 1863.335938
	Iteration 16Q: 3 clusters Score -20619.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20698.919922 Penalty: 1863.335938
	Iteration 17Q: 3 clusters Score -20698.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20753.687500 Penalty: 1863.335938
	Iteration 18Q: 3 clusters Score -20753.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20757.476562 Penalty: 1863.335938
	Iteration 19Q: 3 clusters Score -20757.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20771.781250 Penalty: 1863.335938
	Iteration 20F: 3 clusters Score -20771.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20793.052734 Penalty: 1863.335938
	Iteration 21Q: 3 clusters Score -20793.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -20800.078125 Penalty: 1863.335938
	Iteration 22Q: 3 clusters Score -20800.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20800.435547 Penalty: 1863.335938
	Iteration 23Q: 3 clusters Score -20800.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20800.435547 Penalty: 1863.335938
	Iteration 24F: 3 clusters Score -20800.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 93352 members 
Mstep: Class 3 contains 7364 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 48797 members 
Mstep: Class 6 contains 9732 members 
Mstep: Class 7 contains 5242 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 7233 members 
Mstep: Class 10 contains 106270 members 
Mstep: Class 11 contains 9464 members 
Mstep: Class 12 contains 108796 members 
Mstep: Class 13 contains 13943 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6586 members 
Mstep: Class 16 contains 8524 members 
Mstep: Class 17 contains 23212 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 57432 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 9649 members 
Mstep: Class 25 contains 81105 members 
Mstep: Class 26 contains 39004 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 1783 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2901 members 
Mstep: Class 31 contains 4462 members 
Mstep: Class 32 contains 145 members 
Mstep: Class 33 contains 4066 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 662 members 
Mstep: Class 37 contains 760 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6396 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99767 members 
Mstep: Class 42 contains 10387 members 
Mstep: Class 43 contains 10681 members 
Mstep: Class 44 contains 261 members 
Mstep: Class 45 contains 110995 members 
Mstep: Class 46 contains 164 members 
Entering Unmasked Estep 
Score: -111757680.000000 Penalty: 102634.984375
Splitting cluster 32 changes total score from -111758232.000000 to -111757680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (4066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Entering Unmasked Estep 
Score: -462175.343750 Penalty: 1350.442505
	Iteration 0F: 2 clusters Score -462175.3 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 2072 members 
Entering Unmasked Estep 
Score: -458853.250000 Penalty: 2700.885010
	Iteration 0F: 3 clusters Score -458853.2 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -459952.000000 Penalty: 2700.885010
	Iteration 1F: 3 clusters Score -459952 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -460355.812500 Penalty: 2700.885010
	Iteration 2F: 3 clusters Score -460355.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -460738.406250 Penalty: 2700.885010
	Iteration 3F: 3 clusters Score -460738.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -461033.781250 Penalty: 2700.885010
	Iteration 4F: 3 clusters Score -461033.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -461243.093750 Penalty: 2700.885010
	Iteration 5F: 3 clusters Score -461243.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -461399.781250 Penalty: 2700.885010
	Iteration 6Q: 3 clusters Score -461399.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -461503.843750 Penalty: 2700.885010
	Iteration 7Q: 3 clusters Score -461503.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -461573.125000 Penalty: 2700.885010
	Iteration 8Q: 3 clusters Score -461573.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -461610.875000 Penalty: 2700.885010
	Iteration 9Q: 3 clusters Score -461610.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -461637.687500 Penalty: 2700.885010
	Iteration 10Q: 3 clusters Score -461637.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -461655.250000 Penalty: 2700.885010
	Iteration 11Q: 3 clusters Score -461655.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -461672.531250 Penalty: 2700.885010
	Iteration 12Q: 3 clusters Score -461672.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -461693.093750 Penalty: 2700.885010
	Iteration 13Q: 3 clusters Score -461693.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -461710.125000 Penalty: 2700.885010
	Iteration 14Q: 3 clusters Score -461710.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -461726.718750 Penalty: 2700.885010
	Iteration 15Q: 3 clusters Score -461726.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -461738.968750 Penalty: 2700.885010
	Iteration 16Q: 3 clusters Score -461739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -461745.562500 Penalty: 2700.885010
	Iteration 17Q: 3 clusters Score -461745.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -461751.968750 Penalty: 2700.885010
	Iteration 18Q: 3 clusters Score -461752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -461756.406250 Penalty: 2700.885010
	Iteration 19Q: 3 clusters Score -461756.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -461759.875000 Penalty: 2700.885010
	Iteration 20F: 3 clusters Score -461759.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -461761.906250 Penalty: 2700.885010
	Iteration 21Q: 3 clusters Score -461761.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -461763.843750 Penalty: 2700.885010
	Iteration 22Q: 3 clusters Score -461763.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -461764.937500 Penalty: 2700.885010
	Iteration 23Q: 3 clusters Score -461764.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -461767.906250 Penalty: 2700.885010
	Iteration 24Q: 3 clusters Score -461767.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -461768.125000 Penalty: 2700.885010
	Iteration 25Q: 3 clusters Score -461768.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -461768.968750 Penalty: 2700.885010
	Iteration 26Q: 3 clusters Score -461769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -461769.187500 Penalty: 2700.885010
	Iteration 27Q: 3 clusters Score -461769.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -461769.187500 Penalty: 2700.885010
	Iteration 28F: 3 clusters Score -461769.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Entering Unmasked Estep 
Score: -161758.750000 Penalty: 1168.607178
	Iteration 0F: 2 clusters Score -161758.8 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 694 members 
Entering Unmasked Estep 
Score: -160064.500000 Penalty: 2337.214355
	Iteration 0F: 3 clusters Score -160064.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -160410.968750 Penalty: 2337.214355
	Iteration 1F: 3 clusters Score -160411 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -160544.812500 Penalty: 2337.214355
	Iteration 2F: 3 clusters Score -160544.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -160657.734375 Penalty: 2337.214355
	Iteration 3F: 3 clusters Score -160657.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -160799.046875 Penalty: 2337.214355
	Iteration 4F: 3 clusters Score -160799 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -160895.875000 Penalty: 2337.214355
	Iteration 5Q: 3 clusters Score -160895.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -160971.890625 Penalty: 2337.214355
	Iteration 6Q: 3 clusters Score -160971.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -161036.406250 Penalty: 2337.214355
	Iteration 7Q: 3 clusters Score -161036.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -161127.078125 Penalty: 2337.214355
	Iteration 8Q: 3 clusters Score -161127.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -161309.328125 Penalty: 2337.214355
	Iteration 9Q: 3 clusters Score -161309.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -161581.062500 Penalty: 2337.214355
	Iteration 10Q: 3 clusters Score -161581.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -161668.171875 Penalty: 2337.214355
	Iteration 11Q: 3 clusters Score -161668.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -161716.515625 Penalty: 2337.214355
	Iteration 12Q: 3 clusters Score -161716.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -161749.109375 Penalty: 2337.214355
	Iteration 13Q: 3 clusters Score -161749.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -161766.796875 Penalty: 2337.214355
	Iteration 14Q: 3 clusters Score -161766.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -161772.515625 Penalty: 2337.214355
	Iteration 15Q: 3 clusters Score -161772.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -161775.484375 Penalty: 2337.214355
	Iteration 16Q: 3 clusters Score -161775.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -161780.343750 Penalty: 2337.214355
	Iteration 17Q: 3 clusters Score -161780.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -161789.296875 Penalty: 2337.214355
	Iteration 18Q: 3 clusters Score -161789.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -161795.796875 Penalty: 2337.214355
	Iteration 19Q: 3 clusters Score -161795.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -161800.140625 Penalty: 2337.214355
	Iteration 20F: 3 clusters Score -161800.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -161806.218750 Penalty: 2337.214355
	Iteration 21Q: 3 clusters Score -161806.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -161816.078125 Penalty: 2337.214355
	Iteration 22Q: 3 clusters Score -161816.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -161823.750000 Penalty: 2337.214355
	Iteration 23Q: 3 clusters Score -161823.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -161828.375000 Penalty: 2337.214355
	Iteration 24Q: 3 clusters Score -161828.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -161830.093750 Penalty: 2337.214355
	Iteration 25Q: 3 clusters Score -161830.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -161830.093750 Penalty: 2337.214355
	Iteration 26F: 3 clusters Score -161830.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 93352 members 
Mstep: Class 3 contains 7364 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 48797 members 
Mstep: Class 6 contains 9732 members 
Mstep: Class 7 contains 5242 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 7233 members 
Mstep: Class 10 contains 106270 members 
Mstep: Class 11 contains 9464 members 
Mstep: Class 12 contains 108796 members 
Mstep: Class 13 contains 13943 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6586 members 
Mstep: Class 16 contains 8524 members 
Mstep: Class 17 contains 23212 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 57432 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 9649 members 
Mstep: Class 25 contains 81105 members 
Mstep: Class 26 contains 39004 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 1783 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2901 members 
Mstep: Class 31 contains 4462 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4066 members 
Mstep: Class 34 contains 717 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 662 members 
Mstep: Class 37 contains 760 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6396 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99767 members 
Mstep: Class 42 contains 10387 members 
Mstep: Class 43 contains 10681 members 
Mstep: Class 44 contains 261 members 
Mstep: Class 45 contains 110995 members 
Mstep: Class 46 contains 611 members 
Entering Unmasked Estep 
Score: -111757536.000000 Penalty: 102634.984375
Splitting cluster 34 changes total score from -111758232.000000 to -111757536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -17566.466797 Penalty: 897.886108
	Iteration 0F: 2 clusters Score -17566.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16866.617188 Penalty: 1795.772217
	Iteration 0F: 3 clusters Score -16866.62 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17077.273438 Penalty: 1795.772217
	Iteration 1F: 3 clusters Score -17077.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -17225.429688 Penalty: 1795.772217
	Iteration 2F: 3 clusters Score -17225.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17259.068359 Penalty: 1795.772217
	Iteration 3Q: 3 clusters Score -17259.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17283.373047 Penalty: 1795.772217
	Iteration 4Q: 3 clusters Score -17283.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17286.851562 Penalty: 1795.772217
	Iteration 5Q: 3 clusters Score -17286.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17292.843750 Penalty: 1795.772217
	Iteration 6Q: 3 clusters Score -17292.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17306.425781 Penalty: 1795.772217
	Iteration 7Q: 3 clusters Score -17306.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17307.769531 Penalty: 1795.772217
	Iteration 8Q: 3 clusters Score -17307.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17307.769531 Penalty: 1795.772217
	Iteration 9F: 3 clusters Score -17307.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -64820.316406 Penalty: 1055.480591
	Iteration 0F: 2 clusters Score -64820.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -63708.156250 Penalty: 2110.961182
	Iteration 0F: 3 clusters Score -63708.16 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -64113.882812 Penalty: 2110.961182
	Iteration 1F: 3 clusters Score -64113.88 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -64284.015625 Penalty: 2110.961182
	Iteration 2F: 3 clusters Score -64284.02 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -64390.425781 Penalty: 2110.961182
	Iteration 3F: 3 clusters Score -64390.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -64444.949219 Penalty: 2110.961182
	Iteration 4Q: 3 clusters Score -64444.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -64470.699219 Penalty: 2110.961182
	Iteration 5Q: 3 clusters Score -64470.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -64512.839844 Penalty: 2110.961182
	Iteration 6Q: 3 clusters Score -64512.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -64550.515625 Penalty: 2110.961182
	Iteration 7Q: 3 clusters Score -64550.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -64589.191406 Penalty: 2110.961182
	Iteration 8Q: 3 clusters Score -64589.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -64619.417969 Penalty: 2110.961182
	Iteration 9Q: 3 clusters Score -64619.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -64634.433594 Penalty: 2110.961182
	Iteration 10Q: 3 clusters Score -64634.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -64648.890625 Penalty: 2110.961182
	Iteration 11Q: 3 clusters Score -64648.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -64657.347656 Penalty: 2110.961182
	Iteration 12Q: 3 clusters Score -64657.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -64660.828125 Penalty: 2110.961182
	Iteration 13Q: 3 clusters Score -64660.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -64667.578125 Penalty: 2110.961182
	Iteration 14Q: 3 clusters Score -64667.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -64680.539062 Penalty: 2110.961182
	Iteration 15Q: 3 clusters Score -64680.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -64690.222656 Penalty: 2110.961182
	Iteration 16Q: 3 clusters Score -64690.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -64701.777344 Penalty: 2110.961182
	Iteration 17Q: 3 clusters Score -64701.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -64705.179688 Penalty: 2110.961182
	Iteration 18Q: 3 clusters Score -64705.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -64711.527344 Penalty: 2110.961182
	Iteration 19Q: 3 clusters Score -64711.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -64717.304688 Penalty: 2110.961182
	Iteration 20F: 3 clusters Score -64717.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -64721.625000 Penalty: 2110.961182
	Iteration 21Q: 3 clusters Score -64721.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -64725.738281 Penalty: 2110.961182
	Iteration 22Q: 3 clusters Score -64725.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -64733.046875 Penalty: 2110.961182
	Iteration 23Q: 3 clusters Score -64733.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -64737.664062 Penalty: 2110.961182
	Iteration 24Q: 3 clusters Score -64737.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -64743.015625 Penalty: 2110.961182
	Iteration 25Q: 3 clusters Score -64743.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -64746.621094 Penalty: 2110.961182
	Iteration 26Q: 3 clusters Score -64746.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -64750.984375 Penalty: 2110.961182
	Iteration 27Q: 3 clusters Score -64750.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -64751.937500 Penalty: 2110.961182
	Iteration 28Q: 3 clusters Score -64751.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -64754.078125 Penalty: 2110.961182
	Iteration 29Q: 3 clusters Score -64754.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -64754.078125 Penalty: 2110.961182
	Iteration 30F: 3 clusters Score -64754.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Entering Unmasked Estep 
Score: -94150.406250 Penalty: 1077.914185
	Iteration 0F: 2 clusters Score -94150.41 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 379 members 
Entering Unmasked Estep 
Score: -92881.218750 Penalty: 2155.828369
	Iteration 0F: 3 clusters Score -92881.22 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -93087.804688 Penalty: 2155.828369
	Iteration 1F: 3 clusters Score -93087.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -93145.734375 Penalty: 2155.828369
	Iteration 2F: 3 clusters Score -93145.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -93171.953125 Penalty: 2155.828369
	Iteration 3Q: 3 clusters Score -93171.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -93190.640625 Penalty: 2155.828369
	Iteration 4Q: 3 clusters Score -93190.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -93203.296875 Penalty: 2155.828369
	Iteration 5Q: 3 clusters Score -93203.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -93212.742188 Penalty: 2155.828369
	Iteration 6Q: 3 clusters Score -93212.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -93217.132812 Penalty: 2155.828369
	Iteration 7Q: 3 clusters Score -93217.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -93223.882812 Penalty: 2155.828369
	Iteration 8Q: 3 clusters Score -93223.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -93227.789062 Penalty: 2155.828369
	Iteration 9Q: 3 clusters Score -93227.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -93229.757812 Penalty: 2155.828369
	Iteration 10Q: 3 clusters Score -93229.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -93230.617188 Penalty: 2155.828369
	Iteration 11Q: 3 clusters Score -93230.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -93230.617188 Penalty: 2155.828369
	Iteration 12F: 3 clusters Score -93230.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -70425.664062 Penalty: 1070.252930
	Iteration 0F: 2 clusters Score -70425.66 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 346 members 
Entering Unmasked Estep 
Score: -69289.585938 Penalty: 2140.505859
	Iteration 0F: 3 clusters Score -69289.59 nChanged 204
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: -69683.000000 Penalty: 2140.505859
	Iteration 1F: 3 clusters Score -69683 nChanged 85
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: -69949.765625 Penalty: 2140.505859
	Iteration 2F: 3 clusters Score -69949.77 nChanged 54
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: -70085.804688 Penalty: 2140.505859
	Iteration 3F: 3 clusters Score -70085.8 nChanged 31
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: -70162.023438 Penalty: 2140.505859
	Iteration 4Q: 3 clusters Score -70162.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -70186.085938 Penalty: 2140.505859
	Iteration 5Q: 3 clusters Score -70186.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -70205.296875 Penalty: 2140.505859
	Iteration 6Q: 3 clusters Score -70205.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -70222.039062 Penalty: 2140.505859
	Iteration 7Q: 3 clusters Score -70222.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -70230.734375 Penalty: 2140.505859
	Iteration 8Q: 3 clusters Score -70230.73 nChanged 4
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: -70239.359375 Penalty: 2140.505859
	Iteration 9Q: 3 clusters Score -70239.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -70252.398438 Penalty: 2140.505859
	Iteration 10Q: 3 clusters Score -70252.4 nChanged 4
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: -70268.578125 Penalty: 2140.505859
	Iteration 11Q: 3 clusters Score -70268.58 nChanged 3
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: -70273.015625 Penalty: 2140.505859
	Iteration 12Q: 3 clusters Score -70273.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -70275.156250 Penalty: 2140.505859
	Iteration 13Q: 3 clusters Score -70275.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -70275.156250 Penalty: 2140.505859
	Iteration 14F: 3 clusters Score -70275.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Entering Unmasked Estep 
Score: -748386.812500 Penalty: 1424.057007
	Iteration 0F: 2 clusters Score -748386.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -743567.687500 Penalty: 2848.114014
	Iteration 0F: 3 clusters Score -743567.7 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -745322.062500 Penalty: 2848.114014
	Iteration 1F: 3 clusters Score -745322.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -745808.500000 Penalty: 2848.114014
	Iteration 2F: 3 clusters Score -745808.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -746221.625000 Penalty: 2848.114014
	Iteration 3F: 3 clusters Score -746221.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -746559.750000 Penalty: 2848.114014
	Iteration 4F: 3 clusters Score -746559.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -746929.500000 Penalty: 2848.114014
	Iteration 5F: 3 clusters Score -746929.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -747246.062500 Penalty: 2848.114014
	Iteration 6F: 3 clusters Score -747246.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -747559.375000 Penalty: 2848.114014
	Iteration 7Q: 3 clusters Score -747559.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -747890.000000 Penalty: 2848.114014
	Iteration 8Q: 3 clusters Score -747890 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -748168.500000 Penalty: 2848.114014
	Iteration 9Q: 3 clusters Score -748168.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -748453.562500 Penalty: 2848.114014
	Iteration 10Q: 3 clusters Score -748453.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -748678.062500 Penalty: 2848.114014
	Iteration 11Q: 3 clusters Score -748678.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -748791.875000 Penalty: 2848.114014
	Iteration 12Q: 3 clusters Score -748791.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -748860.062500 Penalty: 2848.114014
	Iteration 13Q: 3 clusters Score -748860.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -748893.125000 Penalty: 2848.114014
	Iteration 14Q: 3 clusters Score -748893.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -748909.312500 Penalty: 2848.114014
	Iteration 15Q: 3 clusters Score -748909.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -748925.062500 Penalty: 2848.114014
	Iteration 16Q: 3 clusters Score -748925.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -748940.875000 Penalty: 2848.114014
	Iteration 17Q: 3 clusters Score -748940.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -748946.062500 Penalty: 2848.114014
	Iteration 18Q: 3 clusters Score -748946.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -748947.750000 Penalty: 2848.114014
	Iteration 19Q: 3 clusters Score -748947.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -748951.125000 Penalty: 2848.114014
	Iteration 20F: 3 clusters Score -748951.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -748956.312500 Penalty: 2848.114014
	Iteration 21Q: 3 clusters Score -748956.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -748956.750000 Penalty: 2848.114014
	Iteration 22Q: 3 clusters Score -748956.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -748961.000000 Penalty: 2848.114014
	Iteration 23Q: 3 clusters Score -748961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -748959.125000 Penalty: 2848.114014
	Iteration 24Q: 3 clusters Score -748959.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -748960.250000 Penalty: 2848.114014
	Iteration 25Q: 3 clusters Score -748960.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -748960.562500 Penalty: 2848.114014
	Iteration 26Q: 3 clusters Score -748960.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -748961.812500 Penalty: 2848.114014
	Iteration 27Q: 3 clusters Score -748961.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -748961.812500 Penalty: 2848.114014
	Iteration 28F: 3 clusters Score -748961.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 93352 members 
Mstep: Class 3 contains 7364 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 48797 members 
Mstep: Class 6 contains 9732 members 
Mstep: Class 7 contains 5242 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 7233 members 
Mstep: Class 10 contains 106270 members 
Mstep: Class 11 contains 9464 members 
Mstep: Class 12 contains 108796 members 
Mstep: Class 13 contains 13943 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6586 members 
Mstep: Class 16 contains 8524 members 
Mstep: Class 17 contains 23212 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 57432 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 9649 members 
Mstep: Class 25 contains 81105 members 
Mstep: Class 26 contains 39004 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 1783 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2901 members 
Mstep: Class 31 contains 4462 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4066 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 662 members 
Mstep: Class 37 contains 760 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 5235 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99767 members 
Mstep: Class 42 contains 10387 members 
Mstep: Class 43 contains 10681 members 
Mstep: Class 44 contains 261 members 
Mstep: Class 45 contains 110995 members 
Mstep: Class 46 contains 1161 members 
Entering Unmasked Estep 
Score: -111758136.000000 Penalty: 102634.984375
Splitting cluster 39 changes total score from -111758232.000000 to -111758136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -10897.729492 Penalty: 954.219177
	Iteration 0F: 2 clusters Score -10897.73 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 177 members 
Entering Unmasked Estep 
Score: -10144.010742 Penalty: 1908.438354
	Iteration 0F: 3 clusters Score -10144.01 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -10432.427734 Penalty: 1908.438354
	Iteration 1F: 3 clusters Score -10432.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10547.665039 Penalty: 1908.438354
	Iteration 2F: 3 clusters Score -10547.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10634.458984 Penalty: 1908.438354
	Iteration 3Q: 3 clusters Score -10634.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -10671.215820 Penalty: 1908.438354
	Iteration 4Q: 3 clusters Score -10671.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -10722.398438 Penalty: 1908.438354
	Iteration 5Q: 3 clusters Score -10722.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -10743.511719 Penalty: 1908.438354
	Iteration 6Q: 3 clusters Score -10743.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -10750.570312 Penalty: 1908.438354
	Iteration 7Q: 3 clusters Score -10750.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -10752.275391 Penalty: 1908.438354
	Iteration 8Q: 3 clusters Score -10752.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -10758.007812 Penalty: 1908.438354
	Iteration 9Q: 3 clusters Score -10758.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -10758.007812 Penalty: 1908.438354
	Iteration 10F: 3 clusters Score -10758.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (99767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99767 members 
Entering Unmasked Estep 
Score: -12439882.000000 Penalty: 1870.471313
	Iteration 0F: 2 clusters Score -1.243988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50027 members 
Mstep: Class 2 contains 49740 members 
Entering Unmasked Estep 
Score: -12374395.000000 Penalty: 3740.942627
	Iteration 0F: 3 clusters Score -1.23744e+07 nChanged 47847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52474 members 
Mstep: Class 2 contains 47293 members 
Entering Unmasked Estep 
Score: -12402664.000000 Penalty: 3740.942627
	Iteration 1F: 3 clusters Score -1.240266e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -12403988.000000 Penalty: 3740.942627
	Iteration 2Q: 3 clusters Score -1.240399e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57385 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -12406061.000000 Penalty: 3740.942627
	Iteration 3Q: 3 clusters Score -1.240606e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61671 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -12409214.000000 Penalty: 3740.942627
	Iteration 4F: 3 clusters Score -1.240921e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67040 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -12413664.000000 Penalty: 3740.942627
	Iteration 5F: 3 clusters Score -1.241366e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73207 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -12418987.000000 Penalty: 3740.942627
	Iteration 6F: 3 clusters Score -1.241899e+07 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79332 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -12424450.000000 Penalty: 3740.942627
	Iteration 7F: 3 clusters Score -1.242445e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84632 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -12429248.000000 Penalty: 3740.942627
	Iteration 8F: 3 clusters Score -1.242925e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88566 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -12433032.000000 Penalty: 3740.942627
	Iteration 9Q: 3 clusters Score -1.243303e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91241 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -12435757.000000 Penalty: 3740.942627
	Iteration 10Q: 3 clusters Score -1.243576e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92900 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -12437463.000000 Penalty: 3740.942627
	Iteration 11Q: 3 clusters Score -1.243746e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93942 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -12438447.000000 Penalty: 3740.942627
	Iteration 12Q: 3 clusters Score -1.243845e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94670 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -12438945.000000 Penalty: 3740.942627
	Iteration 13Q: 3 clusters Score -1.243894e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95239 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -12439241.000000 Penalty: 3740.942627
	Iteration 14Q: 3 clusters Score -1.243924e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95665 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -12439364.000000 Penalty: 3740.942627
	Iteration 15Q: 3 clusters Score -1.243936e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95971 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -12439488.000000 Penalty: 3740.942627
	Iteration 16Q: 3 clusters Score -1.243949e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96199 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -12439542.000000 Penalty: 3740.942627
	Iteration 17Q: 3 clusters Score -1.243954e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96364 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -12439605.000000 Penalty: 3740.942627
	Iteration 18Q: 3 clusters Score -1.24396e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96509 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -12439642.000000 Penalty: 3740.942627
	Iteration 19Q: 3 clusters Score -1.243964e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96630 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -12439670.000000 Penalty: 3740.942627
	Iteration 20F: 3 clusters Score -1.243967e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96723 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -12439666.000000 Penalty: 3740.942627
	Iteration 21Q: 3 clusters Score -1.243967e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96791 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -12439685.000000 Penalty: 3740.942627
	Iteration 22Q: 3 clusters Score -1.243968e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96854 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -12439712.000000 Penalty: 3740.942627
	Iteration 23Q: 3 clusters Score -1.243971e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96898 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -12439701.000000 Penalty: 3740.942627
	Iteration 24Q: 3 clusters Score -1.24397e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96930 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -12439704.000000 Penalty: 3740.942627
	Iteration 25Q: 3 clusters Score -1.24397e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96970 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -12439704.000000 Penalty: 3740.942627
	Iteration 26Q: 3 clusters Score -1.24397e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96999 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -12439709.000000 Penalty: 3740.942627
	Iteration 27Q: 3 clusters Score -1.243971e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97030 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -12439702.000000 Penalty: 3740.942627
	Iteration 28Q: 3 clusters Score -1.24397e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97051 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -12439700.000000 Penalty: 3740.942627
	Iteration 29Q: 3 clusters Score -1.24397e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97073 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -12439723.000000 Penalty: 3740.942627
	Iteration 30Q: 3 clusters Score -1.243972e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97095 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -12439722.000000 Penalty: 3740.942627
	Iteration 31Q: 3 clusters Score -1.243972e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97114 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -12439709.000000 Penalty: 3740.942627
	Iteration 32Q: 3 clusters Score -1.243971e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97133 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -12439722.000000 Penalty: 3740.942627
	Iteration 33Q: 3 clusters Score -1.243972e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97154 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -12439717.000000 Penalty: 3740.942627
	Iteration 34Q: 3 clusters Score -1.243972e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97178 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -12439715.000000 Penalty: 3740.942627
	Iteration 35Q: 3 clusters Score -1.243972e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97199 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -12439713.000000 Penalty: 3740.942627
	Iteration 36Q: 3 clusters Score -1.243971e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97212 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -12439710.000000 Penalty: 3740.942627
	Iteration 37Q: 3 clusters Score -1.243971e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97223 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -12439714.000000 Penalty: 3740.942627
	Iteration 38Q: 3 clusters Score -1.243971e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97227 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -12439713.000000 Penalty: 3740.942627
	Iteration 39Q: 3 clusters Score -1.243971e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97235 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -12439707.000000 Penalty: 3740.942627
	Iteration 40F: 3 clusters Score -1.243971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97239 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -12439705.000000 Penalty: 3740.942627
	Iteration 41Q: 3 clusters Score -1.24397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97242 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -12439706.000000 Penalty: 3740.942627
	Iteration 42Q: 3 clusters Score -1.243971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97244 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -12439704.000000 Penalty: 3740.942627
	Iteration 43Q: 3 clusters Score -1.24397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97247 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -12439699.000000 Penalty: 3740.942627
	Iteration 44Q: 3 clusters Score -1.24397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97248 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -12439703.000000 Penalty: 3740.942627
	Iteration 45Q: 3 clusters Score -1.24397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97248 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -12439703.000000 Penalty: 3740.942627
	Iteration 46F: 3 clusters Score -1.24397e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (10387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Entering Unmasked Estep 
Score: -1256362.875000 Penalty: 1502.850342
	Iteration 0F: 2 clusters Score -1256363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1248998.625000 Penalty: 3005.700684
	Iteration 0F: 3 clusters Score -1248999 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1251449.125000 Penalty: 3005.700684
	Iteration 1F: 3 clusters Score -1251449 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1251743.250000 Penalty: 3005.700684
	Iteration 2F: 3 clusters Score -1251743 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1252035.625000 Penalty: 3005.700684
	Iteration 3F: 3 clusters Score -1252036 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1252364.375000 Penalty: 3005.700684
	Iteration 4F: 3 clusters Score -1252364 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1252800.625000 Penalty: 3005.700684
	Iteration 5F: 3 clusters Score -1252801 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1253321.875000 Penalty: 3005.700684
	Iteration 6F: 3 clusters Score -1253322 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1253908.875000 Penalty: 3005.700684
	Iteration 7F: 3 clusters Score -1253909 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1254452.500000 Penalty: 3005.700684
	Iteration 8Q: 3 clusters Score -1254452 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1254880.375000 Penalty: 3005.700684
	Iteration 9Q: 3 clusters Score -1254880 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1255123.500000 Penalty: 3005.700684
	Iteration 10Q: 3 clusters Score -1255124 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1255283.000000 Penalty: 3005.700684
	Iteration 11Q: 3 clusters Score -1255283 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1255393.875000 Penalty: 3005.700684
	Iteration 12Q: 3 clusters Score -1255394 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1255456.375000 Penalty: 3005.700684
	Iteration 13Q: 3 clusters Score -1255456 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1255485.000000 Penalty: 3005.700684
	Iteration 14Q: 3 clusters Score -1255485 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1255500.250000 Penalty: 3005.700684
	Iteration 15Q: 3 clusters Score -1255500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1255509.750000 Penalty: 3005.700684
	Iteration 16Q: 3 clusters Score -1255510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1255516.250000 Penalty: 3005.700684
	Iteration 17Q: 3 clusters Score -1255516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1255521.500000 Penalty: 3005.700684
	Iteration 18Q: 3 clusters Score -1255522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1255521.125000 Penalty: 3005.700684
	Iteration 19Q: 3 clusters Score -1255521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1255530.500000 Penalty: 3005.700684
	Iteration 20F: 3 clusters Score -1255530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1255533.625000 Penalty: 3005.700684
	Iteration 21Q: 3 clusters Score -1255534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1255531.875000 Penalty: 3005.700684
	Iteration 22Q: 3 clusters Score -1255532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1255532.250000 Penalty: 3005.700684
	Iteration 23Q: 3 clusters Score -1255532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1255534.500000 Penalty: 3005.700684
	Iteration 24Q: 3 clusters Score -1255534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1255534.375000 Penalty: 3005.700684
	Iteration 25Q: 3 clusters Score -1255534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1255536.250000 Penalty: 3005.700684
	Iteration 26Q: 3 clusters Score -1255536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1255536.625000 Penalty: 3005.700684
	Iteration 27Q: 3 clusters Score -1255537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1255536.375000 Penalty: 3005.700684
	Iteration 28Q: 3 clusters Score -1255536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1255535.625000 Penalty: 3005.700684
	Iteration 29Q: 3 clusters Score -1255536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1255535.375000 Penalty: 3005.700684
	Iteration 30Q: 3 clusters Score -1255535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1255535.125000 Penalty: 3005.700684
	Iteration 31Q: 3 clusters Score -1255535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1255535.125000 Penalty: 3005.700684
	Iteration 32F: 3 clusters Score -1255535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 93352 members 
Mstep: Class 3 contains 7364 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 48797 members 
Mstep: Class 6 contains 9732 members 
Mstep: Class 7 contains 5242 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 7233 members 
Mstep: Class 10 contains 106270 members 
Mstep: Class 11 contains 9464 members 
Mstep: Class 12 contains 108796 members 
Mstep: Class 13 contains 13943 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6586 members 
Mstep: Class 16 contains 8524 members 
Mstep: Class 17 contains 23212 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 57432 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 9649 members 
Mstep: Class 25 contains 81105 members 
Mstep: Class 26 contains 39004 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 1783 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2901 members 
Mstep: Class 31 contains 4462 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4066 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 662 members 
Mstep: Class 37 contains 760 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 6396 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99767 members 
Mstep: Class 42 contains 10387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111761432.000000 Penalty: 100403.789062
Iteration 279Q: 46 clusters Score -1.117614e+08 nChanged 10247
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 92926 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 49094 members 
Mstep: Class 6 contains 9732 members 
Mstep: Class 7 contains 5243 members 
Mstep: Class 8 contains 1292 members 
Mstep: Class 9 contains 7274 members 
Mstep: Class 10 contains 106161 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 109407 members 
Mstep: Class 13 contains 13979 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6540 members 
Mstep: Class 16 contains 8528 members 
Mstep: Class 17 contains 23335 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5233 members 
Mstep: Class 20 contains 2881 members 
Mstep: Class 21 contains 57405 members 
Mstep: Class 22 contains 1451 members 
Mstep: Class 23 contains 4958 members 
Mstep: Class 24 contains 9644 members 
Mstep: Class 25 contains 81642 members 
Mstep: Class 26 contains 38972 members 
Mstep: Class 27 contains 590 members 
Mstep: Class 28 contains 2209 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 2903 members 
Mstep: Class 31 contains 4484 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4053 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 664 members 
Mstep: Class 37 contains 760 members 
Mstep: Class 38 contains 730 members 
Mstep: Class 39 contains 6391 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100248 members 
Mstep: Class 42 contains 10382 members 
Mstep: Class 43 contains 10139 members 
Mstep: Class 44 contains 257 members 
Mstep: Class 45 contains 109616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111764224.000000 Penalty: 100403.789062
Iteration 280F: 46 clusters Score -1.117642e+08 nChanged 9964
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 92300 members 
Mstep: Class 3 contains 7276 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 49299 members 
Mstep: Class 6 contains 9727 members 
Mstep: Class 7 contains 5246 members 
Mstep: Class 8 contains 1365 members 
Mstep: Class 9 contains 7248 members 
Mstep: Class 10 contains 105954 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 108857 members 
Mstep: Class 13 contains 13948 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6501 members 
Mstep: Class 16 contains 8529 members 
Mstep: Class 17 contains 23383 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5245 members 
Mstep: Class 20 contains 2898 members 
Mstep: Class 21 contains 57305 members 
Mstep: Class 22 contains 1438 members 
Mstep: Class 23 contains 4964 members 
Mstep: Class 24 contains 9638 members 
Mstep: Class 25 contains 81879 members 
Mstep: Class 26 contains 38716 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 2490 members 
Mstep: Class 29 contains 1747 members 
Mstep: Class 30 contains 2904 members 
Mstep: Class 31 contains 4505 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4033 members 
Mstep: Class 34 contains 1332 members 
Mstep: Class 35 contains 248 members 
Mstep: Class 36 contains 663 members 
Mstep: Class 37 contains 762 members 
Mstep: Class 38 contains 732 members 
Mstep: Class 39 contains 6394 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100278 members 
Mstep: Class 42 contains 10376 members 
Mstep: Class 43 contains 10874 members 
Mstep: Class 44 contains 261 members 
Mstep: Class 45 contains 109942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111765720.000000 Penalty: 100403.789062
Iteration 281Q: 46 clusters Score -1.117657e+08 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 91771 members 
Mstep: Class 3 contains 7243 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 49564 members 
Mstep: Class 6 contains 9716 members 
Mstep: Class 7 contains 5252 members 
Mstep: Class 8 contains 1410 members 
Mstep: Class 9 contains 7219 members 
Mstep: Class 10 contains 105818 members 
Mstep: Class 11 contains 9452 members 
Mstep: Class 12 contains 108448 members 
Mstep: Class 13 contains 13948 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6480 members 
Mstep: Class 16 contains 8533 members 
Mstep: Class 17 contains 23466 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5254 members 
Mstep: Class 20 contains 2911 members 
Mstep: Class 21 contains 57124 members 
Mstep: Class 22 contains 1430 members 
Mstep: Class 23 contains 4968 members 
Mstep: Class 24 contains 9631 members 
Mstep: Class 25 contains 82016 members 
Mstep: Class 26 contains 38525 members 
Mstep: Class 27 contains 575 members 
Mstep: Class 28 contains 2761 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 2905 members 
Mstep: Class 31 contains 4520 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4022 members 
Mstep: Class 34 contains 1327 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 661 members 
Mstep: Class 37 contains 769 members 
Mstep: Class 38 contains 734 members 
Mstep: Class 39 contains 6388 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100308 members 
Mstep: Class 42 contains 10377 members 
Mstep: Class 43 contains 11523 members 
Mstep: Class 44 contains 261 members 
Mstep: Class 45 contains 110012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111767200.000000 Penalty: 100403.789062
Iteration 282Q: 46 clusters Score -1.117672e+08 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 91166 members 
Mstep: Class 3 contains 7218 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 49901 members 
Mstep: Class 6 contains 9701 members 
Mstep: Class 7 contains 5258 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 7218 members 
Mstep: Class 10 contains 105698 members 
Mstep: Class 11 contains 9456 members 
Mstep: Class 12 contains 108164 members 
Mstep: Class 13 contains 13952 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6467 members 
Mstep: Class 16 contains 8545 members 
Mstep: Class 17 contains 23578 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5270 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 56907 members 
Mstep: Class 22 contains 1425 members 
Mstep: Class 23 contains 4976 members 
Mstep: Class 24 contains 9623 members 
Mstep: Class 25 contains 82092 members 
Mstep: Class 26 contains 38349 members 
Mstep: Class 27 contains 571 members 
Mstep: Class 28 contains 3001 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 2907 members 
Mstep: Class 31 contains 4529 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4014 members 
Mstep: Class 34 contains 1324 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 660 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 734 members 
Mstep: Class 39 contains 6377 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100323 members 
Mstep: Class 42 contains 10370 members 
Mstep: Class 43 contains 12192 members 
Mstep: Class 44 contains 263 members 
Mstep: Class 45 contains 109989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111768072.000000 Penalty: 100403.789062
Iteration 283Q: 46 clusters Score -1.117681e+08 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 90510 members 
Mstep: Class 3 contains 7199 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 50255 members 
Mstep: Class 6 contains 9690 members 
Mstep: Class 7 contains 5257 members 
Mstep: Class 8 contains 1470 members 
Mstep: Class 9 contains 7218 members 
Mstep: Class 10 contains 105569 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 107965 members 
Mstep: Class 13 contains 13970 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6480 members 
Mstep: Class 16 contains 8547 members 
Mstep: Class 17 contains 23689 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5287 members 
Mstep: Class 20 contains 2925 members 
Mstep: Class 21 contains 56685 members 
Mstep: Class 22 contains 1420 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 9629 members 
Mstep: Class 25 contains 82160 members 
Mstep: Class 26 contains 38198 members 
Mstep: Class 27 contains 568 members 
Mstep: Class 28 contains 3226 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 2908 members 
Mstep: Class 31 contains 4533 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4006 members 
Mstep: Class 34 contains 1325 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 660 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 6368 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100347 members 
Mstep: Class 42 contains 10354 members 
Mstep: Class 43 contains 12799 members 
Mstep: Class 44 contains 263 members 
Mstep: Class 45 contains 109960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111768768.000000 Penalty: 100403.789062
Iteration 284Q: 46 clusters Score -1.117688e+08 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 89789 members 
Mstep: Class 3 contains 7193 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 50601 members 
Mstep: Class 6 contains 9681 members 
Mstep: Class 7 contains 5263 members 
Mstep: Class 8 contains 1487 members 
Mstep: Class 9 contains 7218 members 
Mstep: Class 10 contains 105597 members 
Mstep: Class 11 contains 9452 members 
Mstep: Class 12 contains 107810 members 
Mstep: Class 13 contains 13991 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6499 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 23811 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5304 members 
Mstep: Class 20 contains 2928 members 
Mstep: Class 21 contains 56424 members 
Mstep: Class 22 contains 1416 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 9615 members 
Mstep: Class 25 contains 82191 members 
Mstep: Class 26 contains 38024 members 
Mstep: Class 27 contains 568 members 
Mstep: Class 28 contains 3439 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 2907 members 
Mstep: Class 31 contains 4538 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 4001 members 
Mstep: Class 34 contains 1323 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 660 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 735 members 
Mstep: Class 39 contains 6368 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100377 members 
Mstep: Class 42 contains 10334 members 
Mstep: Class 43 contains 13390 members 
Mstep: Class 44 contains 262 members 
Mstep: Class 45 contains 109901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769472.000000 Penalty: 100403.789062
Iteration 285Q: 46 clusters Score -1.117695e+08 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 89074 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 50989 members 
Mstep: Class 6 contains 9672 members 
Mstep: Class 7 contains 5266 members 
Mstep: Class 8 contains 1502 members 
Mstep: Class 9 contains 7233 members 
Mstep: Class 10 contains 105605 members 
Mstep: Class 11 contains 9451 members 
Mstep: Class 12 contains 107687 members 
Mstep: Class 13 contains 14011 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6519 members 
Mstep: Class 16 contains 8558 members 
Mstep: Class 17 contains 23905 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5320 members 
Mstep: Class 20 contains 2930 members 
Mstep: Class 21 contains 56192 members 
Mstep: Class 22 contains 1413 members 
Mstep: Class 23 contains 4977 members 
Mstep: Class 24 contains 9621 members 
Mstep: Class 25 contains 82228 members 
Mstep: Class 26 contains 37878 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 3620 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2906 members 
Mstep: Class 31 contains 4545 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3994 members 
Mstep: Class 34 contains 1321 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 659 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 734 members 
Mstep: Class 39 contains 6362 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100394 members 
Mstep: Class 42 contains 10312 members 
Mstep: Class 43 contains 13968 members 
Mstep: Class 44 contains 264 members 
Mstep: Class 45 contains 109801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111770088.000000 Penalty: 100403.789062
Iteration 286Q: 46 clusters Score -1.117701e+08 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 88361 members 
Mstep: Class 3 contains 7179 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 51374 members 
Mstep: Class 6 contains 9666 members 
Mstep: Class 7 contains 5271 members 
Mstep: Class 8 contains 1521 members 
Mstep: Class 9 contains 7262 members 
Mstep: Class 10 contains 105563 members 
Mstep: Class 11 contains 9451 members 
Mstep: Class 12 contains 107587 members 
Mstep: Class 13 contains 14039 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6556 members 
Mstep: Class 16 contains 8570 members 
Mstep: Class 17 contains 24003 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5331 members 
Mstep: Class 20 contains 2930 members 
Mstep: Class 21 contains 55986 members 
Mstep: Class 22 contains 1408 members 
Mstep: Class 23 contains 4968 members 
Mstep: Class 24 contains 9627 members 
Mstep: Class 25 contains 82223 members 
Mstep: Class 26 contains 37739 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 3795 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 2903 members 
Mstep: Class 31 contains 4550 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3986 members 
Mstep: Class 34 contains 1321 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 659 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 6361 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100419 members 
Mstep: Class 42 contains 10272 members 
Mstep: Class 43 contains 14525 members 
Mstep: Class 44 contains 265 members 
Mstep: Class 45 contains 109717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111771032.000000 Penalty: 100403.789062
Iteration 287Q: 46 clusters Score -1.11771e+08 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 87698 members 
Mstep: Class 3 contains 7162 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 51711 members 
Mstep: Class 6 contains 9664 members 
Mstep: Class 7 contains 5272 members 
Mstep: Class 8 contains 1537 members 
Mstep: Class 9 contains 7279 members 
Mstep: Class 10 contains 105498 members 
Mstep: Class 11 contains 9452 members 
Mstep: Class 12 contains 107562 members 
Mstep: Class 13 contains 14078 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6583 members 
Mstep: Class 16 contains 8574 members 
Mstep: Class 17 contains 24056 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5345 members 
Mstep: Class 20 contains 2929 members 
Mstep: Class 21 contains 55789 members 
Mstep: Class 22 contains 1404 members 
Mstep: Class 23 contains 4970 members 
Mstep: Class 24 contains 9627 members 
Mstep: Class 25 contains 82189 members 
Mstep: Class 26 contains 37623 members 
Mstep: Class 27 contains 564 members 
Mstep: Class 28 contains 3931 members 
Mstep: Class 29 contains 1742 members 
Mstep: Class 30 contains 2905 members 
Mstep: Class 31 contains 4548 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3984 members 
Mstep: Class 34 contains 1321 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 660 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 734 members 
Mstep: Class 39 contains 6360 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100442 members 
Mstep: Class 42 contains 10238 members 
Mstep: Class 43 contains 15070 members 
Mstep: Class 44 contains 265 members 
Mstep: Class 45 contains 109681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111771472.000000 Penalty: 100403.789062
Iteration 288Q: 46 clusters Score -1.117715e+08 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 87054 members 
Mstep: Class 3 contains 7147 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 52040 members 
Mstep: Class 6 contains 9664 members 
Mstep: Class 7 contains 5276 members 
Mstep: Class 8 contains 1552 members 
Mstep: Class 9 contains 7303 members 
Mstep: Class 10 contains 105385 members 
Mstep: Class 11 contains 9455 members 
Mstep: Class 12 contains 107618 members 
Mstep: Class 13 contains 14131 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 6604 members 
Mstep: Class 16 contains 8582 members 
Mstep: Class 17 contains 24084 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5356 members 
Mstep: Class 20 contains 2932 members 
Mstep: Class 21 contains 55568 members 
Mstep: Class 22 contains 1403 members 
Mstep: Class 23 contains 4968 members 
Mstep: Class 24 contains 9636 members 
Mstep: Class 25 contains 82171 members 
Mstep: Class 26 contains 37524 members 
Mstep: Class 27 contains 564 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2907 members 
Mstep: Class 31 contains 4544 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3976 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 659 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 734 members 
Mstep: Class 39 contains 6356 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100436 members 
Mstep: Class 42 contains 10205 members 
Mstep: Class 43 contains 15579 members 
Mstep: Class 44 contains 266 members 
Mstep: Class 45 contains 109672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111771856.000000 Penalty: 100403.789062
Iteration 289Q: 46 clusters Score -1.117719e+08 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 86503 members 
Mstep: Class 3 contains 7151 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 52320 members 
Mstep: Class 6 contains 9662 members 
Mstep: Class 7 contains 5280 members 
Mstep: Class 8 contains 1561 members 
Mstep: Class 9 contains 7337 members 
Mstep: Class 10 contains 105282 members 
Mstep: Class 11 contains 9455 members 
Mstep: Class 12 contains 107692 members 
Mstep: Class 13 contains 14176 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 6629 members 
Mstep: Class 16 contains 8578 members 
Mstep: Class 17 contains 24117 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5365 members 
Mstep: Class 20 contains 2936 members 
Mstep: Class 21 contains 55353 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 4971 members 
Mstep: Class 24 contains 9633 members 
Mstep: Class 25 contains 82144 members 
Mstep: Class 26 contains 37418 members 
Mstep: Class 27 contains 563 members 
Mstep: Class 28 contains 4149 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2905 members 
Mstep: Class 31 contains 4539 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3968 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 659 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 6355 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100447 members 
Mstep: Class 42 contains 10181 members 
Mstep: Class 43 contains 16017 members 
Mstep: Class 44 contains 267 members 
Mstep: Class 45 contains 109670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111772384.000000 Penalty: 100403.789062
Iteration 290Q: 46 clusters Score -1.117724e+08 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 85973 members 
Mstep: Class 3 contains 7157 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 52563 members 
Mstep: Class 6 contains 9656 members 
Mstep: Class 7 contains 5279 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 7350 members 
Mstep: Class 10 contains 105178 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 107727 members 
Mstep: Class 13 contains 14219 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 6653 members 
Mstep: Class 16 contains 8586 members 
Mstep: Class 17 contains 24157 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5383 members 
Mstep: Class 20 contains 2934 members 
Mstep: Class 21 contains 55142 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 4970 members 
Mstep: Class 24 contains 9627 members 
Mstep: Class 25 contains 82126 members 
Mstep: Class 26 contains 37323 members 
Mstep: Class 27 contains 563 members 
Mstep: Class 28 contains 4233 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2908 members 
Mstep: Class 31 contains 4537 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3959 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 658 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 6359 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100478 members 
Mstep: Class 42 contains 10160 members 
Mstep: Class 43 contains 16476 members 
Mstep: Class 44 contains 267 members 
Mstep: Class 45 contains 109681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111772672.000000 Penalty: 100403.789062
Iteration 291Q: 46 clusters Score -1.117727e+08 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 85498 members 
Mstep: Class 3 contains 7153 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 52837 members 
Mstep: Class 6 contains 9650 members 
Mstep: Class 7 contains 5279 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 7368 members 
Mstep: Class 10 contains 105060 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 107803 members 
Mstep: Class 13 contains 14269 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 6674 members 
Mstep: Class 16 contains 8591 members 
Mstep: Class 17 contains 24207 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 2932 members 
Mstep: Class 21 contains 54958 members 
Mstep: Class 22 contains 1400 members 
Mstep: Class 23 contains 4975 members 
Mstep: Class 24 contains 9628 members 
Mstep: Class 25 contains 82108 members 
Mstep: Class 26 contains 37245 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 4298 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2909 members 
Mstep: Class 31 contains 4540 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3956 members 
Mstep: Class 34 contains 1322 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 658 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 732 members 
Mstep: Class 39 contains 6356 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100470 members 
Mstep: Class 42 contains 10131 members 
Mstep: Class 43 contains 16863 members 
Mstep: Class 44 contains 267 members 
Mstep: Class 45 contains 109649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111772920.000000 Penalty: 100403.789062
Iteration 292Q: 46 clusters Score -1.117729e+08 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 85128 members 
Mstep: Class 3 contains 7151 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 53076 members 
Mstep: Class 6 contains 9644 members 
Mstep: Class 7 contains 5278 members 
Mstep: Class 8 contains 1581 members 
Mstep: Class 9 contains 7381 members 
Mstep: Class 10 contains 104942 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 107855 members 
Mstep: Class 13 contains 14313 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 6699 members 
Mstep: Class 16 contains 8590 members 
Mstep: Class 17 contains 24252 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5421 members 
Mstep: Class 20 contains 2927 members 
Mstep: Class 21 contains 54766 members 
Mstep: Class 22 contains 1399 members 
Mstep: Class 23 contains 4975 members 
Mstep: Class 24 contains 9624 members 
Mstep: Class 25 contains 82109 members 
Mstep: Class 26 contains 37178 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 4363 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2913 members 
Mstep: Class 31 contains 4542 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3954 members 
Mstep: Class 34 contains 1327 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 658 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 731 members 
Mstep: Class 39 contains 6353 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100477 members 
Mstep: Class 42 contains 10106 members 
Mstep: Class 43 contains 17222 members 
Mstep: Class 44 contains 267 members 
Mstep: Class 45 contains 109599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773208.000000 Penalty: 100403.789062
Iteration 293Q: 46 clusters Score -1.117732e+08 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 84786 members 
Mstep: Class 3 contains 7148 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 53298 members 
Mstep: Class 6 contains 9639 members 
Mstep: Class 7 contains 5280 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 7394 members 
Mstep: Class 10 contains 104836 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 107929 members 
Mstep: Class 13 contains 14365 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 6726 members 
Mstep: Class 16 contains 8584 members 
Mstep: Class 17 contains 24298 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5445 members 
Mstep: Class 20 contains 2926 members 
Mstep: Class 21 contains 54608 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 4971 members 
Mstep: Class 24 contains 9611 members 
Mstep: Class 25 contains 82088 members 
Mstep: Class 26 contains 37107 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 4413 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2917 members 
Mstep: Class 31 contains 4540 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 658 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 730 members 
Mstep: Class 39 contains 6346 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100471 members 
Mstep: Class 42 contains 10078 members 
Mstep: Class 43 contains 17575 members 
Mstep: Class 44 contains 267 members 
Mstep: Class 45 contains 109533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773328.000000 Penalty: 100403.789062
Iteration 294Q: 46 clusters Score -1.117733e+08 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 84513 members 
Mstep: Class 3 contains 7150 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 53511 members 
Mstep: Class 6 contains 9636 members 
Mstep: Class 7 contains 5281 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 7399 members 
Mstep: Class 10 contains 104715 members 
Mstep: Class 11 contains 9456 members 
Mstep: Class 12 contains 107971 members 
Mstep: Class 13 contains 14398 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6747 members 
Mstep: Class 16 contains 8589 members 
Mstep: Class 17 contains 24349 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5472 members 
Mstep: Class 20 contains 2924 members 
Mstep: Class 21 contains 54468 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 4971 members 
Mstep: Class 24 contains 9604 members 
Mstep: Class 25 contains 82060 members 
Mstep: Class 26 contains 37063 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 4459 members 
Mstep: Class 29 contains 1742 members 
Mstep: Class 30 contains 2916 members 
Mstep: Class 31 contains 4535 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3945 members 
Mstep: Class 34 contains 1335 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 657 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 730 members 
Mstep: Class 39 contains 6342 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100438 members 
Mstep: Class 42 contains 10048 members 
Mstep: Class 43 contains 17887 members 
Mstep: Class 44 contains 267 members 
Mstep: Class 45 contains 109485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773624.000000 Penalty: 100403.789062
Iteration 295Q: 46 clusters Score -1.117736e+08 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 84302 members 
Mstep: Class 3 contains 7144 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 53689 members 
Mstep: Class 6 contains 9634 members 
Mstep: Class 7 contains 5280 members 
Mstep: Class 8 contains 1594 members 
Mstep: Class 9 contains 7399 members 
Mstep: Class 10 contains 104616 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 108006 members 
Mstep: Class 13 contains 14432 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6772 members 
Mstep: Class 16 contains 8597 members 
Mstep: Class 17 contains 24379 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5483 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 54318 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 4975 members 
Mstep: Class 24 contains 9600 members 
Mstep: Class 25 contains 82036 members 
Mstep: Class 26 contains 37010 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 4498 members 
Mstep: Class 29 contains 1742 members 
Mstep: Class 30 contains 2919 members 
Mstep: Class 31 contains 4531 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3944 members 
Mstep: Class 34 contains 1335 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 657 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 730 members 
Mstep: Class 39 contains 6345 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100423 members 
Mstep: Class 42 contains 10021 members 
Mstep: Class 43 contains 18178 members 
Mstep: Class 44 contains 267 members 
Mstep: Class 45 contains 109430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773824.000000 Penalty: 100403.789062
Iteration 296Q: 46 clusters Score -1.117738e+08 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 84109 members 
Mstep: Class 3 contains 7150 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 53852 members 
Mstep: Class 6 contains 9633 members 
Mstep: Class 7 contains 5280 members 
Mstep: Class 8 contains 1594 members 
Mstep: Class 9 contains 7393 members 
Mstep: Class 10 contains 104592 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 108012 members 
Mstep: Class 13 contains 14460 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6790 members 
Mstep: Class 16 contains 8605 members 
Mstep: Class 17 contains 24403 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5493 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 54186 members 
Mstep: Class 22 contains 1394 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 9599 members 
Mstep: Class 25 contains 81993 members 
Mstep: Class 26 contains 36953 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 4529 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 2920 members 
Mstep: Class 31 contains 4528 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3936 members 
Mstep: Class 34 contains 1334 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 657 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 730 members 
Mstep: Class 39 contains 6342 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100401 members 
Mstep: Class 42 contains 9997 members 
Mstep: Class 43 contains 18439 members 
Mstep: Class 44 contains 267 members 
Mstep: Class 45 contains 109406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773920.000000 Penalty: 100403.789062
Iteration 297Q: 46 clusters Score -1.117739e+08 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 83931 members 
Mstep: Class 3 contains 7155 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 53976 members 
Mstep: Class 6 contains 9633 members 
Mstep: Class 7 contains 5280 members 
Mstep: Class 8 contains 1594 members 
Mstep: Class 9 contains 7400 members 
Mstep: Class 10 contains 104560 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 108059 members 
Mstep: Class 13 contains 14485 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 8612 members 
Mstep: Class 17 contains 24423 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5497 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 54058 members 
Mstep: Class 22 contains 1393 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 9598 members 
Mstep: Class 25 contains 81967 members 
Mstep: Class 26 contains 36895 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 4555 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2919 members 
Mstep: Class 31 contains 4523 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3931 members 
Mstep: Class 34 contains 1335 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 657 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 730 members 
Mstep: Class 39 contains 6345 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100394 members 
Mstep: Class 42 contains 9973 members 
Mstep: Class 43 contains 18670 members 
Mstep: Class 44 contains 267 members 
Mstep: Class 45 contains 109365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774280.000000 Penalty: 100403.789062
Iteration 298Q: 46 clusters Score -1.117743e+08 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 83773 members 
Mstep: Class 3 contains 7158 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 54100 members 
Mstep: Class 6 contains 9630 members 
Mstep: Class 7 contains 5284 members 
Mstep: Class 8 contains 1595 members 
Mstep: Class 9 contains 7404 members 
Mstep: Class 10 contains 104520 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 108077 members 
Mstep: Class 13 contains 14522 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6814 members 
Mstep: Class 16 contains 8620 members 
Mstep: Class 17 contains 24444 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5499 members 
Mstep: Class 20 contains 2916 members 
Mstep: Class 21 contains 53953 members 
Mstep: Class 22 contains 1392 members 
Mstep: Class 23 contains 4982 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 81951 members 
Mstep: Class 26 contains 36828 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 4580 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 2920 members 
Mstep: Class 31 contains 4521 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3928 members 
Mstep: Class 34 contains 1335 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 657 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 730 members 
Mstep: Class 39 contains 6345 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100367 members 
Mstep: Class 42 contains 9946 members 
Mstep: Class 43 contains 18899 members 
Mstep: Class 44 contains 267 members 
Mstep: Class 45 contains 109325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774384.000000 Penalty: 100403.789062
Iteration 299Q: 46 clusters Score -1.117744e+08 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 83668 members 
Mstep: Class 3 contains 7158 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 54217 members 
Mstep: Class 6 contains 9628 members 
Mstep: Class 7 contains 5285 members 
Mstep: Class 8 contains 1595 members 
Mstep: Class 9 contains 7404 members 
Mstep: Class 10 contains 104458 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 108093 members 
Mstep: Class 13 contains 14544 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6825 members 
Mstep: Class 16 contains 8622 members 
Mstep: Class 17 contains 24459 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5500 members 
Mstep: Class 20 contains 2915 members 
Mstep: Class 21 contains 53887 members 
Mstep: Class 22 contains 1392 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 81938 members 
Mstep: Class 26 contains 36760 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 4597 members 
Mstep: Class 29 contains 1742 members 
Mstep: Class 30 contains 2921 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3925 members 
Mstep: Class 34 contains 1335 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 657 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 730 members 
Mstep: Class 39 contains 6348 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100348 members 
Mstep: Class 42 contains 9912 members 
Mstep: Class 43 contains 19094 members 
Mstep: Class 44 contains 267 members 
Mstep: Class 45 contains 109301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774168.000000 Penalty: 100403.789062
Iteration 300F: 46 clusters Score -1.117742e+08 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 83545 members 
Mstep: Class 3 contains 7158 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 54343 members 
Mstep: Class 6 contains 9626 members 
Mstep: Class 7 contains 5288 members 
Mstep: Class 8 contains 1595 members 
Mstep: Class 9 contains 7399 members 
Mstep: Class 10 contains 104422 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 108103 members 
Mstep: Class 13 contains 14573 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6840 members 
Mstep: Class 16 contains 8630 members 
Mstep: Class 17 contains 24485 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5508 members 
Mstep: Class 20 contains 2916 members 
Mstep: Class 21 contains 53822 members 
Mstep: Class 22 contains 1392 members 
Mstep: Class 23 contains 4977 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 81934 members 
Mstep: Class 26 contains 36686 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 4630 members 
Mstep: Class 29 contains 1742 members 
Mstep: Class 30 contains 2924 members 
Mstep: Class 31 contains 4524 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3923 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 246 members 
Mstep: Class 36 contains 657 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 729 members 
Mstep: Class 39 contains 6349 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100306 members 
Mstep: Class 42 contains 9883 members 
Mstep: Class 43 contains 19254 members 
Mstep: Class 44 contains 269 members 
Mstep: Class 45 contains 109255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774344.000000 Penalty: 100403.789062
Iteration 301Q: 46 clusters Score -1.117743e+08 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 83470 members 
Mstep: Class 3 contains 7158 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 54444 members 
Mstep: Class 6 contains 9625 members 
Mstep: Class 7 contains 5288 members 
Mstep: Class 8 contains 1594 members 
Mstep: Class 9 contains 7394 members 
Mstep: Class 10 contains 104402 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 108092 members 
Mstep: Class 13 contains 14588 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6849 members 
Mstep: Class 16 contains 8629 members 
Mstep: Class 17 contains 24505 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5514 members 
Mstep: Class 20 contains 2916 members 
Mstep: Class 21 contains 53776 members 
Mstep: Class 22 contains 1392 members 
Mstep: Class 23 contains 4982 members 
Mstep: Class 24 contains 9596 members 
Mstep: Class 25 contains 81932 members 
Mstep: Class 26 contains 36631 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 4646 members 
Mstep: Class 29 contains 1742 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4524 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3922 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 246 members 
Mstep: Class 36 contains 657 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 729 members 
Mstep: Class 39 contains 6349 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100280 members 
Mstep: Class 42 contains 9854 members 
Mstep: Class 43 contains 19389 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 109223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774424.000000 Penalty: 100403.789062
Iteration 302Q: 46 clusters Score -1.117744e+08 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 83392 members 
Mstep: Class 3 contains 7159 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 54512 members 
Mstep: Class 6 contains 9621 members 
Mstep: Class 7 contains 5288 members 
Mstep: Class 8 contains 1592 members 
Mstep: Class 9 contains 7386 members 
Mstep: Class 10 contains 104399 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 108119 members 
Mstep: Class 13 contains 14613 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6852 members 
Mstep: Class 16 contains 8631 members 
Mstep: Class 17 contains 24521 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5519 members 
Mstep: Class 20 contains 2916 members 
Mstep: Class 21 contains 53724 members 
Mstep: Class 22 contains 1392 members 
Mstep: Class 23 contains 4984 members 
Mstep: Class 24 contains 9591 members 
Mstep: Class 25 contains 81905 members 
Mstep: Class 26 contains 36563 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 4659 members 
Mstep: Class 29 contains 1742 members 
Mstep: Class 30 contains 2922 members 
Mstep: Class 31 contains 4521 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3922 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 246 members 
Mstep: Class 36 contains 657 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 728 members 
Mstep: Class 39 contains 6350 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100277 members 
Mstep: Class 42 contains 9826 members 
Mstep: Class 43 contains 19512 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 109212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774336.000000 Penalty: 100403.789062
Iteration 303Q: 46 clusters Score -1.117743e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 83369 members 
Mstep: Class 3 contains 7160 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 54585 members 
Mstep: Class 6 contains 9618 members 
Mstep: Class 7 contains 5288 members 
Mstep: Class 8 contains 1592 members 
Mstep: Class 9 contains 7376 members 
Mstep: Class 10 contains 104387 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 108155 members 
Mstep: Class 13 contains 14621 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6852 members 
Mstep: Class 16 contains 8633 members 
Mstep: Class 17 contains 24528 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5522 members 
Mstep: Class 20 contains 2916 members 
Mstep: Class 21 contains 53657 members 
Mstep: Class 22 contains 1390 members 
Mstep: Class 23 contains 4987 members 
Mstep: Class 24 contains 9592 members 
Mstep: Class 25 contains 81898 members 
Mstep: Class 26 contains 36507 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 4672 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4519 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3921 members 
Mstep: Class 34 contains 1337 members 
Mstep: Class 35 contains 246 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 727 members 
Mstep: Class 39 contains 6351 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100246 members 
Mstep: Class 42 contains 9806 members 
Mstep: Class 43 contains 19624 members 
Mstep: Class 44 contains 278 members 
Mstep: Class 45 contains 109179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774504.000000 Penalty: 100403.789062
Iteration 304Q: 46 clusters Score -1.117745e+08 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 83354 members 
Mstep: Class 3 contains 7158 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 54639 members 
Mstep: Class 6 contains 9616 members 
Mstep: Class 7 contains 5287 members 
Mstep: Class 8 contains 1592 members 
Mstep: Class 9 contains 7368 members 
Mstep: Class 10 contains 104381 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 108139 members 
Mstep: Class 13 contains 14640 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6859 members 
Mstep: Class 16 contains 8639 members 
Mstep: Class 17 contains 24529 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5527 members 
Mstep: Class 20 contains 2915 members 
Mstep: Class 21 contains 53599 members 
Mstep: Class 22 contains 1389 members 
Mstep: Class 23 contains 4992 members 
Mstep: Class 24 contains 9591 members 
Mstep: Class 25 contains 81900 members 
Mstep: Class 26 contains 36459 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 4678 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 2922 members 
Mstep: Class 31 contains 4517 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3922 members 
Mstep: Class 34 contains 1340 members 
Mstep: Class 35 contains 246 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 727 members 
Mstep: Class 39 contains 6348 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100243 members 
Mstep: Class 42 contains 9781 members 
Mstep: Class 43 contains 19714 members 
Mstep: Class 44 contains 280 members 
Mstep: Class 45 contains 109178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774496.000000 Penalty: 100403.789062
Iteration 305Q: 46 clusters Score -1.117745e+08 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 83331 members 
Mstep: Class 3 contains 7153 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 54670 members 
Mstep: Class 6 contains 9616 members 
Mstep: Class 7 contains 5284 members 
Mstep: Class 8 contains 1595 members 
Mstep: Class 9 contains 7352 members 
Mstep: Class 10 contains 104399 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 108132 members 
Mstep: Class 13 contains 14652 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6858 members 
Mstep: Class 16 contains 8644 members 
Mstep: Class 17 contains 24535 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5532 members 
Mstep: Class 20 contains 2912 members 
Mstep: Class 21 contains 53555 members 
Mstep: Class 22 contains 1389 members 
Mstep: Class 23 contains 4997 members 
Mstep: Class 24 contains 9590 members 
Mstep: Class 25 contains 81891 members 
Mstep: Class 26 contains 36408 members 
Mstep: Class 27 contains 560 members 
Mstep: Class 28 contains 4689 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2921 members 
Mstep: Class 31 contains 4515 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3919 members 
Mstep: Class 34 contains 1341 members 
Mstep: Class 35 contains 246 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 728 members 
Mstep: Class 39 contains 6347 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100241 members 
Mstep: Class 42 contains 9758 members 
Mstep: Class 43 contains 19799 members 
Mstep: Class 44 contains 281 members 
Mstep: Class 45 contains 109183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774528.000000 Penalty: 100403.789062
Iteration 306Q: 46 clusters Score -1.117745e+08 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 83329 members 
Mstep: Class 3 contains 7155 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 54719 members 
Mstep: Class 6 contains 9616 members 
Mstep: Class 7 contains 5282 members 
Mstep: Class 8 contains 1600 members 
Mstep: Class 9 contains 7336 members 
Mstep: Class 10 contains 104390 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 108121 members 
Mstep: Class 13 contains 14658 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6861 members 
Mstep: Class 16 contains 8649 members 
Mstep: Class 17 contains 24540 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5534 members 
Mstep: Class 20 contains 2910 members 
Mstep: Class 21 contains 53515 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 9589 members 
Mstep: Class 25 contains 81882 members 
Mstep: Class 26 contains 36354 members 
Mstep: Class 27 contains 557 members 
Mstep: Class 28 contains 4698 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2920 members 
Mstep: Class 31 contains 4515 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3918 members 
Mstep: Class 34 contains 1341 members 
Mstep: Class 35 contains 246 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 726 members 
Mstep: Class 39 contains 6348 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100241 members 
Mstep: Class 42 contains 9731 members 
Mstep: Class 43 contains 19891 members 
Mstep: Class 44 contains 284 members 
Mstep: Class 45 contains 109182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774720.000000 Penalty: 100403.789062
Iteration 307Q: 46 clusters Score -1.117747e+08 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 83349 members 
Mstep: Class 3 contains 7152 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 54778 members 
Mstep: Class 6 contains 9616 members 
Mstep: Class 7 contains 5282 members 
Mstep: Class 8 contains 1607 members 
Mstep: Class 9 contains 7322 members 
Mstep: Class 10 contains 104388 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 108057 members 
Mstep: Class 13 contains 14659 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6862 members 
Mstep: Class 16 contains 8654 members 
Mstep: Class 17 contains 24544 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5537 members 
Mstep: Class 20 contains 2908 members 
Mstep: Class 21 contains 53477 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 4999 members 
Mstep: Class 24 contains 9592 members 
Mstep: Class 25 contains 81879 members 
Mstep: Class 26 contains 36312 members 
Mstep: Class 27 contains 557 members 
Mstep: Class 28 contains 4705 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2920 members 
Mstep: Class 31 contains 4515 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3915 members 
Mstep: Class 34 contains 1341 members 
Mstep: Class 35 contains 246 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 721 members 
Mstep: Class 39 contains 6347 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100245 members 
Mstep: Class 42 contains 9706 members 
Mstep: Class 43 contains 19979 members 
Mstep: Class 44 contains 286 members 
Mstep: Class 45 contains 109179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774808.000000 Penalty: 100403.789062
Iteration 308Q: 46 clusters Score -1.117748e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 83370 members 
Mstep: Class 3 contains 7157 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 54827 members 
Mstep: Class 6 contains 9616 members 
Mstep: Class 7 contains 5282 members 
Mstep: Class 8 contains 1619 members 
Mstep: Class 9 contains 7310 members 
Mstep: Class 10 contains 104376 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 108045 members 
Mstep: Class 13 contains 14663 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6864 members 
Mstep: Class 16 contains 8652 members 
Mstep: Class 17 contains 24545 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5539 members 
Mstep: Class 20 contains 2908 members 
Mstep: Class 21 contains 53447 members 
Mstep: Class 22 contains 1386 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 9593 members 
Mstep: Class 25 contains 81841 members 
Mstep: Class 26 contains 36259 members 
Mstep: Class 27 contains 556 members 
Mstep: Class 28 contains 4720 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 2920 members 
Mstep: Class 31 contains 4516 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3915 members 
Mstep: Class 34 contains 1341 members 
Mstep: Class 35 contains 246 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 712 members 
Mstep: Class 39 contains 6347 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100249 members 
Mstep: Class 42 contains 9681 members 
Mstep: Class 43 contains 20051 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 109186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774752.000000 Penalty: 100403.789062
Iteration 309Q: 46 clusters Score -1.117748e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 83405 members 
Mstep: Class 3 contains 7146 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54878 members 
Mstep: Class 6 contains 9616 members 
Mstep: Class 7 contains 5281 members 
Mstep: Class 8 contains 1641 members 
Mstep: Class 9 contains 7299 members 
Mstep: Class 10 contains 104342 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 108052 members 
Mstep: Class 13 contains 14672 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6864 members 
Mstep: Class 16 contains 8657 members 
Mstep: Class 17 contains 24549 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5544 members 
Mstep: Class 20 contains 2908 members 
Mstep: Class 21 contains 53421 members 
Mstep: Class 22 contains 1385 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 9596 members 
Mstep: Class 25 contains 81810 members 
Mstep: Class 26 contains 36215 members 
Mstep: Class 27 contains 555 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 2921 members 
Mstep: Class 31 contains 4515 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3913 members 
Mstep: Class 34 contains 1342 members 
Mstep: Class 35 contains 246 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 704 members 
Mstep: Class 39 contains 6346 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100249 members 
Mstep: Class 42 contains 9654 members 
Mstep: Class 43 contains 20114 members 
Mstep: Class 44 contains 288 members 
Mstep: Class 45 contains 109173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774824.000000 Penalty: 100403.789062
Iteration 310Q: 46 clusters Score -1.117748e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 83429 members 
Mstep: Class 3 contains 7132 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54928 members 
Mstep: Class 6 contains 9616 members 
Mstep: Class 7 contains 5280 members 
Mstep: Class 8 contains 1671 members 
Mstep: Class 9 contains 7287 members 
Mstep: Class 10 contains 104325 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 108053 members 
Mstep: Class 13 contains 14679 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6863 members 
Mstep: Class 16 contains 8662 members 
Mstep: Class 17 contains 24550 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5547 members 
Mstep: Class 20 contains 2907 members 
Mstep: Class 21 contains 53397 members 
Mstep: Class 22 contains 1383 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 9594 members 
Mstep: Class 25 contains 81787 members 
Mstep: Class 26 contains 36183 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 4733 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 2921 members 
Mstep: Class 31 contains 4515 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3908 members 
Mstep: Class 34 contains 1342 members 
Mstep: Class 35 contains 246 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 699 members 
Mstep: Class 39 contains 6343 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100239 members 
Mstep: Class 42 contains 9630 members 
Mstep: Class 43 contains 20166 members 
Mstep: Class 44 contains 288 members 
Mstep: Class 45 contains 109160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775112.000000 Penalty: 100403.789062
Iteration 311Q: 46 clusters Score -1.117751e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 83468 members 
Mstep: Class 3 contains 7119 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54995 members 
Mstep: Class 6 contains 9616 members 
Mstep: Class 7 contains 5277 members 
Mstep: Class 8 contains 1694 members 
Mstep: Class 9 contains 7276 members 
Mstep: Class 10 contains 104297 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 108048 members 
Mstep: Class 13 contains 14684 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6866 members 
Mstep: Class 16 contains 8663 members 
Mstep: Class 17 contains 24547 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5552 members 
Mstep: Class 20 contains 2908 members 
Mstep: Class 21 contains 53376 members 
Mstep: Class 22 contains 1381 members 
Mstep: Class 23 contains 5001 members 
Mstep: Class 24 contains 9594 members 
Mstep: Class 25 contains 81757 members 
Mstep: Class 26 contains 36149 members 
Mstep: Class 27 contains 551 members 
Mstep: Class 28 contains 4745 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 2920 members 
Mstep: Class 31 contains 4515 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3904 members 
Mstep: Class 34 contains 1344 members 
Mstep: Class 35 contains 246 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 696 members 
Mstep: Class 39 contains 6345 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100225 members 
Mstep: Class 42 contains 9610 members 
Mstep: Class 43 contains 20211 members 
Mstep: Class 44 contains 289 members 
Mstep: Class 45 contains 109148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774976.000000 Penalty: 100403.789062
Iteration 312Q: 46 clusters Score -1.11775e+08 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 83504 members 
Mstep: Class 3 contains 7117 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55029 members 
Mstep: Class 6 contains 9615 members 
Mstep: Class 7 contains 5275 members 
Mstep: Class 8 contains 1716 members 
Mstep: Class 9 contains 7268 members 
Mstep: Class 10 contains 104260 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 108058 members 
Mstep: Class 13 contains 14683 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6866 members 
Mstep: Class 16 contains 8662 members 
Mstep: Class 17 contains 24550 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5555 members 
Mstep: Class 20 contains 2908 members 
Mstep: Class 21 contains 53349 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 5001 members 
Mstep: Class 24 contains 9595 members 
Mstep: Class 25 contains 81748 members 
Mstep: Class 26 contains 36106 members 
Mstep: Class 27 contains 548 members 
Mstep: Class 28 contains 4755 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 2919 members 
Mstep: Class 31 contains 4515 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3901 members 
Mstep: Class 34 contains 1345 members 
Mstep: Class 35 contains 246 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 696 members 
Mstep: Class 39 contains 6341 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100227 members 
Mstep: Class 42 contains 9585 members 
Mstep: Class 43 contains 20254 members 
Mstep: Class 44 contains 291 members 
Mstep: Class 45 contains 109152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774968.000000 Penalty: 100403.789062
Iteration 313Q: 46 clusters Score -1.11775e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 83531 members 
Mstep: Class 3 contains 7114 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55080 members 
Mstep: Class 6 contains 9615 members 
Mstep: Class 7 contains 5276 members 
Mstep: Class 8 contains 1726 members 
Mstep: Class 9 contains 7262 members 
Mstep: Class 10 contains 104254 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 108047 members 
Mstep: Class 13 contains 14683 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6866 members 
Mstep: Class 16 contains 8662 members 
Mstep: Class 17 contains 24551 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5559 members 
Mstep: Class 20 contains 2908 members 
Mstep: Class 21 contains 53320 members 
Mstep: Class 22 contains 1373 members 
Mstep: Class 23 contains 5002 members 
Mstep: Class 24 contains 9595 members 
Mstep: Class 25 contains 81724 members 
Mstep: Class 26 contains 36060 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4765 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 2920 members 
Mstep: Class 31 contains 4515 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3900 members 
Mstep: Class 34 contains 1344 members 
Mstep: Class 35 contains 246 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 695 members 
Mstep: Class 39 contains 6343 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100224 members 
Mstep: Class 42 contains 9571 members 
Mstep: Class 43 contains 20293 members 
Mstep: Class 44 contains 296 members 
Mstep: Class 45 contains 109149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775176.000000 Penalty: 100403.789062
Iteration 314Q: 46 clusters Score -1.117752e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 83548 members 
Mstep: Class 3 contains 7104 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55120 members 
Mstep: Class 6 contains 9617 members 
Mstep: Class 7 contains 5275 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 7253 members 
Mstep: Class 10 contains 104259 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 108052 members 
Mstep: Class 13 contains 14684 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6866 members 
Mstep: Class 16 contains 8664 members 
Mstep: Class 17 contains 24563 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5558 members 
Mstep: Class 20 contains 2907 members 
Mstep: Class 21 contains 53297 members 
Mstep: Class 22 contains 1374 members 
Mstep: Class 23 contains 5001 members 
Mstep: Class 24 contains 9593 members 
Mstep: Class 25 contains 81699 members 
Mstep: Class 26 contains 36026 members 
Mstep: Class 27 contains 548 members 
Mstep: Class 28 contains 4772 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2920 members 
Mstep: Class 31 contains 4515 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3899 members 
Mstep: Class 34 contains 1345 members 
Mstep: Class 35 contains 246 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 695 members 
Mstep: Class 39 contains 6342 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100219 members 
Mstep: Class 42 contains 9557 members 
Mstep: Class 43 contains 20328 members 
Mstep: Class 44 contains 298 members 
Mstep: Class 45 contains 109141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775024.000000 Penalty: 100403.789062
Iteration 315Q: 46 clusters Score -1.11775e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 83579 members 
Mstep: Class 3 contains 7102 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55155 members 
Mstep: Class 6 contains 9617 members 
Mstep: Class 7 contains 5275 members 
Mstep: Class 8 contains 1737 members 
Mstep: Class 9 contains 7241 members 
Mstep: Class 10 contains 104242 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 108049 members 
Mstep: Class 13 contains 14687 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6867 members 
Mstep: Class 16 contains 8661 members 
Mstep: Class 17 contains 24560 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5563 members 
Mstep: Class 20 contains 2907 members 
Mstep: Class 21 contains 53273 members 
Mstep: Class 22 contains 1374 members 
Mstep: Class 23 contains 5002 members 
Mstep: Class 24 contains 9590 members 
Mstep: Class 25 contains 81683 members 
Mstep: Class 26 contains 35997 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4778 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 4516 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3896 members 
Mstep: Class 34 contains 1345 members 
Mstep: Class 35 contains 246 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 695 members 
Mstep: Class 39 contains 6341 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100224 members 
Mstep: Class 42 contains 9549 members 
Mstep: Class 43 contains 20366 members 
Mstep: Class 44 contains 298 members 
Mstep: Class 45 contains 109136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775176.000000 Penalty: 100403.789062
Iteration 316Q: 46 clusters Score -1.117752e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 83601 members 
Mstep: Class 3 contains 7104 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55179 members 
Mstep: Class 6 contains 9618 members 
Mstep: Class 7 contains 5276 members 
Mstep: Class 8 contains 1739 members 
Mstep: Class 9 contains 7235 members 
Mstep: Class 10 contains 104243 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 108046 members 
Mstep: Class 13 contains 14690 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6870 members 
Mstep: Class 16 contains 8664 members 
Mstep: Class 17 contains 24548 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5569 members 
Mstep: Class 20 contains 2908 members 
Mstep: Class 21 contains 53242 members 
Mstep: Class 22 contains 1372 members 
Mstep: Class 23 contains 5001 members 
Mstep: Class 24 contains 9590 members 
Mstep: Class 25 contains 81662 members 
Mstep: Class 26 contains 35959 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4781 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 4515 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3898 members 
Mstep: Class 34 contains 1345 members 
Mstep: Class 35 contains 246 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 695 members 
Mstep: Class 39 contains 6343 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100232 members 
Mstep: Class 42 contains 9534 members 
Mstep: Class 43 contains 20403 members 
Mstep: Class 44 contains 298 members 
Mstep: Class 45 contains 109143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775184.000000 Penalty: 100403.789062
Iteration 317Q: 46 clusters Score -1.117752e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 83612 members 
Mstep: Class 3 contains 7109 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55200 members 
Mstep: Class 6 contains 9617 members 
Mstep: Class 7 contains 5277 members 
Mstep: Class 8 contains 1740 members 
Mstep: Class 9 contains 7229 members 
Mstep: Class 10 contains 104246 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 108047 members 
Mstep: Class 13 contains 14688 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6872 members 
Mstep: Class 16 contains 8663 members 
Mstep: Class 17 contains 24530 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5581 members 
Mstep: Class 20 contains 2909 members 
Mstep: Class 21 contains 53219 members 
Mstep: Class 22 contains 1371 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 9588 members 
Mstep: Class 25 contains 81641 members 
Mstep: Class 26 contains 35927 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4783 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 4515 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3898 members 
Mstep: Class 34 contains 1344 members 
Mstep: Class 35 contains 246 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 695 members 
Mstep: Class 39 contains 6342 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100236 members 
Mstep: Class 42 contains 9524 members 
Mstep: Class 43 contains 20451 members 
Mstep: Class 44 contains 298 members 
Mstep: Class 45 contains 109151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775032.000000 Penalty: 100403.789062
Iteration 318Q: 46 clusters Score -1.11775e+08 nChanged 650
Entering ConstructFrom: 
Score: -111775032.000000 Penalty: 100403.789062
Entering ConstructFrom: 
Trying to split cluster 1 (6882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Entering Unmasked Estep 
Score: -856930.500000 Penalty: 1435.957886
	Iteration 0F: 2 clusters Score -856930.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -851722.812500 Penalty: 2871.915771
	Iteration 0F: 3 clusters Score -851722.8 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -853353.500000 Penalty: 2871.915771
	Iteration 1F: 3 clusters Score -853353.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -853549.687500 Penalty: 2871.915771
	Iteration 2F: 3 clusters Score -853549.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -853700.312500 Penalty: 2871.915771
	Iteration 3Q: 3 clusters Score -853700.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -853819.687500 Penalty: 2871.915771
	Iteration 4Q: 3 clusters Score -853819.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -853912.812500 Penalty: 2871.915771
	Iteration 5Q: 3 clusters Score -853912.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -854013.625000 Penalty: 2871.915771
	Iteration 6Q: 3 clusters Score -854013.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -854111.687500 Penalty: 2871.915771
	Iteration 7Q: 3 clusters Score -854111.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -854196.312500 Penalty: 2871.915771
	Iteration 8Q: 3 clusters Score -854196.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -854278.000000 Penalty: 2871.915771
	Iteration 9Q: 3 clusters Score -854278 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -854358.625000 Penalty: 2871.915771
	Iteration 10Q: 3 clusters Score -854358.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -854450.500000 Penalty: 2871.915771
	Iteration 11Q: 3 clusters Score -854450.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -854534.750000 Penalty: 2871.915771
	Iteration 12Q: 3 clusters Score -854534.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -854634.187500 Penalty: 2871.915771
	Iteration 13Q: 3 clusters Score -854634.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -854734.437500 Penalty: 2871.915771
	Iteration 14Q: 3 clusters Score -854734.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -854826.875000 Penalty: 2871.915771
	Iteration 15Q: 3 clusters Score -854826.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -854919.125000 Penalty: 2871.915771
	Iteration 16Q: 3 clusters Score -854919.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -855004.125000 Penalty: 2871.915771
	Iteration 17Q: 3 clusters Score -855004.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -855068.875000 Penalty: 2871.915771
	Iteration 18Q: 3 clusters Score -855068.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -855138.125000 Penalty: 2871.915771
	Iteration 19Q: 3 clusters Score -855138.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -855191.500000 Penalty: 2871.915771
	Iteration 20F: 3 clusters Score -855191.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -855239.375000 Penalty: 2871.915771
	Iteration 21Q: 3 clusters Score -855239.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -855277.937500 Penalty: 2871.915771
	Iteration 22Q: 3 clusters Score -855277.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -855300.187500 Penalty: 2871.915771
	Iteration 23Q: 3 clusters Score -855300.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -855319.875000 Penalty: 2871.915771
	Iteration 24Q: 3 clusters Score -855319.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -855343.500000 Penalty: 2871.915771
	Iteration 25Q: 3 clusters Score -855343.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -855366.562500 Penalty: 2871.915771
	Iteration 26Q: 3 clusters Score -855366.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -855383.312500 Penalty: 2871.915771
	Iteration 27Q: 3 clusters Score -855383.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -855399.062500 Penalty: 2871.915771
	Iteration 28Q: 3 clusters Score -855399.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -855414.000000 Penalty: 2871.915771
	Iteration 29Q: 3 clusters Score -855414 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -855430.250000 Penalty: 2871.915771
	Iteration 30Q: 3 clusters Score -855430.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -855439.187500 Penalty: 2871.915771
	Iteration 31Q: 3 clusters Score -855439.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -855447.125000 Penalty: 2871.915771
	Iteration 32Q: 3 clusters Score -855447.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -855455.250000 Penalty: 2871.915771
	Iteration 33Q: 3 clusters Score -855455.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -855462.375000 Penalty: 2871.915771
	Iteration 34Q: 3 clusters Score -855462.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -855474.062500 Penalty: 2871.915771
	Iteration 35Q: 3 clusters Score -855474.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -855487.312500 Penalty: 2871.915771
	Iteration 36Q: 3 clusters Score -855487.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -855504.437500 Penalty: 2871.915771
	Iteration 37Q: 3 clusters Score -855504.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -855520.375000 Penalty: 2871.915771
	Iteration 38Q: 3 clusters Score -855520.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -855531.312500 Penalty: 2871.915771
	Iteration 39Q: 3 clusters Score -855531.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -855543.562500 Penalty: 2871.915771
	Iteration 40F: 3 clusters Score -855543.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -855556.312500 Penalty: 2871.915771
	Iteration 41Q: 3 clusters Score -855556.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -855564.875000 Penalty: 2871.915771
	Iteration 42Q: 3 clusters Score -855564.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -855572.437500 Penalty: 2871.915771
	Iteration 43Q: 3 clusters Score -855572.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -855572.937500 Penalty: 2871.915771
	Iteration 44Q: 3 clusters Score -855572.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -855576.625000 Penalty: 2871.915771
	Iteration 45Q: 3 clusters Score -855576.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -855580.812500 Penalty: 2871.915771
	Iteration 46Q: 3 clusters Score -855580.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -855587.000000 Penalty: 2871.915771
	Iteration 47Q: 3 clusters Score -855587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -855589.750000 Penalty: 2871.915771
	Iteration 48Q: 3 clusters Score -855589.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -855594.125000 Penalty: 2871.915771
	Iteration 49Q: 3 clusters Score -855594.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -855596.062500 Penalty: 2871.915771
	Iteration 50Q: 3 clusters Score -855596.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -855596.125000 Penalty: 2871.915771
	Iteration 51Q: 3 clusters Score -855596.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -855597.250000 Penalty: 2871.915771
	Iteration 52Q: 3 clusters Score -855597.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -855596.812500 Penalty: 2871.915771
	Iteration 53Q: 3 clusters Score -855596.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -855596.812500 Penalty: 2871.915771
	Iteration 54F: 3 clusters Score -855596.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (83614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83614 members 
Entering Unmasked Estep 
Score: -10574357.000000 Penalty: 1841.769531
	Iteration 0F: 2 clusters Score -1.057436e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -10518709.000000 Penalty: 3683.539062
	Iteration 0F: 3 clusters Score -1.051871e+07 nChanged 40086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -10541729.000000 Penalty: 3683.539062
	Iteration 1F: 3 clusters Score -1.054173e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -10542373.000000 Penalty: 3683.539062
	Iteration 2Q: 3 clusters Score -1.054237e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -10543170.000000 Penalty: 3683.539062
	Iteration 3Q: 3 clusters Score -1.054317e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -10544028.000000 Penalty: 3683.539062
	Iteration 4Q: 3 clusters Score -1.054403e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -10545099.000000 Penalty: 3683.539062
	Iteration 5Q: 3 clusters Score -1.05451e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -10546522.000000 Penalty: 3683.539062
	Iteration 6Q: 3 clusters Score -1.054652e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 49413 members 
Entering Unmasked Estep 
Score: -10548141.000000 Penalty: 3683.539062
	Iteration 7Q: 3 clusters Score -1.054814e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 52412 members 
Entering Unmasked Estep 
Score: -10550287.000000 Penalty: 3683.539062
	Iteration 8Q: 3 clusters Score -1.055029e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 56110 members 
Entering Unmasked Estep 
Score: -10553028.000000 Penalty: 3683.539062
	Iteration 9F: 3 clusters Score -1.055303e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 60156 members 
Entering Unmasked Estep 
Score: -10556065.000000 Penalty: 3683.539062
	Iteration 10F: 3 clusters Score -1.055606e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 64157 members 
Entering Unmasked Estep 
Score: -10559110.000000 Penalty: 3683.539062
	Iteration 11F: 3 clusters Score -1.055911e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 67742 members 
Entering Unmasked Estep 
Score: -10561820.000000 Penalty: 3683.539062
	Iteration 12Q: 3 clusters Score -1.056182e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 70836 members 
Entering Unmasked Estep 
Score: -10564066.000000 Penalty: 3683.539062
	Iteration 13Q: 3 clusters Score -1.056407e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 73519 members 
Entering Unmasked Estep 
Score: -10565966.000000 Penalty: 3683.539062
	Iteration 14Q: 3 clusters Score -1.056597e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 75821 members 
Entering Unmasked Estep 
Score: -10567520.000000 Penalty: 3683.539062
	Iteration 15Q: 3 clusters Score -1.056752e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 77808 members 
Entering Unmasked Estep 
Score: -10568945.000000 Penalty: 3683.539062
	Iteration 16Q: 3 clusters Score -1.056894e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 79457 members 
Entering Unmasked Estep 
Score: -10570069.000000 Penalty: 3683.539062
	Iteration 17Q: 3 clusters Score -1.057007e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 80714 members 
Entering Unmasked Estep 
Score: -10570986.000000 Penalty: 3683.539062
	Iteration 18Q: 3 clusters Score -1.057099e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 81632 members 
Entering Unmasked Estep 
Score: -10571601.000000 Penalty: 3683.539062
	Iteration 19Q: 3 clusters Score -1.05716e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 82268 members 
Entering Unmasked Estep 
Score: -10572061.000000 Penalty: 3683.539062
	Iteration 20F: 3 clusters Score -1.057206e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 82676 members 
Entering Unmasked Estep 
Score: -10572359.000000 Penalty: 3683.539062
	Iteration 21Q: 3 clusters Score -1.057236e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 82918 members 
Entering Unmasked Estep 
Score: -10572506.000000 Penalty: 3683.539062
	Iteration 22Q: 3 clusters Score -1.057251e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 83073 members 
Entering Unmasked Estep 
Score: -10572628.000000 Penalty: 3683.539062
	Iteration 23Q: 3 clusters Score -1.057263e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 83161 members 
Entering Unmasked Estep 
Score: -10572715.000000 Penalty: 3683.539062
	Iteration 24Q: 3 clusters Score -1.057272e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 83201 members 
Entering Unmasked Estep 
Score: -10572773.000000 Penalty: 3683.539062
	Iteration 25Q: 3 clusters Score -1.057277e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 83233 members 
Entering Unmasked Estep 
Score: -10572786.000000 Penalty: 3683.539062
	Iteration 26Q: 3 clusters Score -1.057279e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 83247 members 
Entering Unmasked Estep 
Score: -10572809.000000 Penalty: 3683.539062
	Iteration 27Q: 3 clusters Score -1.057281e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 83257 members 
Entering Unmasked Estep 
Score: -10572826.000000 Penalty: 3683.539062
	Iteration 28Q: 3 clusters Score -1.057283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 83263 members 
Entering Unmasked Estep 
Score: -10572835.000000 Penalty: 3683.539062
	Iteration 29Q: 3 clusters Score -1.057284e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 83272 members 
Entering Unmasked Estep 
Score: -10572840.000000 Penalty: 3683.539062
	Iteration 30Q: 3 clusters Score -1.057284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 83277 members 
Entering Unmasked Estep 
Score: -10572844.000000 Penalty: 3683.539062
	Iteration 31Q: 3 clusters Score -1.057284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 83278 members 
Entering Unmasked Estep 
Score: -10572851.000000 Penalty: 3683.539062
	Iteration 32Q: 3 clusters Score -1.057285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 83281 members 
Entering Unmasked Estep 
Score: -10572856.000000 Penalty: 3683.539062
	Iteration 33Q: 3 clusters Score -1.057286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 83283 members 
Entering Unmasked Estep 
Score: -10572860.000000 Penalty: 3683.539062
	Iteration 34Q: 3 clusters Score -1.057286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 83284 members 
Entering Unmasked Estep 
Score: -10572857.000000 Penalty: 3683.539062
	Iteration 35Q: 3 clusters Score -1.057286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 83286 members 
Entering Unmasked Estep 
Score: -10572854.000000 Penalty: 3683.539062
	Iteration 36Q: 3 clusters Score -1.057285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 83286 members 
Entering Unmasked Estep 
Score: -10572854.000000 Penalty: 3683.539062
	Iteration 37F: 3 clusters Score -1.057285e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Entering Unmasked Estep 
Score: -845610.125000 Penalty: 1441.231445
	Iteration 0F: 2 clusters Score -845610.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -840344.312500 Penalty: 2882.462891
	Iteration 0F: 3 clusters Score -840344.3 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -842040.437500 Penalty: 2882.462891
	Iteration 1F: 3 clusters Score -842040.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -842405.875000 Penalty: 2882.462891
	Iteration 2F: 3 clusters Score -842405.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -842759.562500 Penalty: 2882.462891
	Iteration 3F: 3 clusters Score -842759.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -843065.562500 Penalty: 2882.462891
	Iteration 4F: 3 clusters Score -843065.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -843366.375000 Penalty: 2882.462891
	Iteration 5F: 3 clusters Score -843366.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -843621.812500 Penalty: 2882.462891
	Iteration 6F: 3 clusters Score -843621.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -843792.812500 Penalty: 2882.462891
	Iteration 7Q: 3 clusters Score -843792.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -843909.187500 Penalty: 2882.462891
	Iteration 8Q: 3 clusters Score -843909.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -843969.562500 Penalty: 2882.462891
	Iteration 9Q: 3 clusters Score -843969.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -844010.687500 Penalty: 2882.462891
	Iteration 10Q: 3 clusters Score -844010.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -844038.625000 Penalty: 2882.462891
	Iteration 11Q: 3 clusters Score -844038.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -844057.312500 Penalty: 2882.462891
	Iteration 12Q: 3 clusters Score -844057.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -844075.250000 Penalty: 2882.462891
	Iteration 13Q: 3 clusters Score -844075.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -844087.750000 Penalty: 2882.462891
	Iteration 14Q: 3 clusters Score -844087.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -844101.625000 Penalty: 2882.462891
	Iteration 15Q: 3 clusters Score -844101.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -844113.687500 Penalty: 2882.462891
	Iteration 16Q: 3 clusters Score -844113.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -844120.750000 Penalty: 2882.462891
	Iteration 17Q: 3 clusters Score -844120.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -844128.500000 Penalty: 2882.462891
	Iteration 18Q: 3 clusters Score -844128.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -844139.062500 Penalty: 2882.462891
	Iteration 19Q: 3 clusters Score -844139.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -844148.250000 Penalty: 2882.462891
	Iteration 20F: 3 clusters Score -844148.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -844159.812500 Penalty: 2882.462891
	Iteration 21Q: 3 clusters Score -844159.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -844167.937500 Penalty: 2882.462891
	Iteration 22Q: 3 clusters Score -844167.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -844177.625000 Penalty: 2882.462891
	Iteration 23Q: 3 clusters Score -844177.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -844186.562500 Penalty: 2882.462891
	Iteration 24Q: 3 clusters Score -844186.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -844209.687500 Penalty: 2882.462891
	Iteration 25Q: 3 clusters Score -844209.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -844240.250000 Penalty: 2882.462891
	Iteration 26Q: 3 clusters Score -844240.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -844276.500000 Penalty: 2882.462891
	Iteration 27Q: 3 clusters Score -844276.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -844312.125000 Penalty: 2882.462891
	Iteration 28Q: 3 clusters Score -844312.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -844353.062500 Penalty: 2882.462891
	Iteration 29Q: 3 clusters Score -844353.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -844402.187500 Penalty: 2882.462891
	Iteration 30Q: 3 clusters Score -844402.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -844453.750000 Penalty: 2882.462891
	Iteration 31Q: 3 clusters Score -844453.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -844501.875000 Penalty: 2882.462891
	Iteration 32Q: 3 clusters Score -844501.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -844533.375000 Penalty: 2882.462891
	Iteration 33Q: 3 clusters Score -844533.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -844565.500000 Penalty: 2882.462891
	Iteration 34Q: 3 clusters Score -844565.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -844585.750000 Penalty: 2882.462891
	Iteration 35Q: 3 clusters Score -844585.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -844605.562500 Penalty: 2882.462891
	Iteration 36Q: 3 clusters Score -844605.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -844635.062500 Penalty: 2882.462891
	Iteration 37Q: 3 clusters Score -844635.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -844667.000000 Penalty: 2882.462891
	Iteration 38Q: 3 clusters Score -844667 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -844687.500000 Penalty: 2882.462891
	Iteration 39Q: 3 clusters Score -844687.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -844696.375000 Penalty: 2882.462891
	Iteration 40F: 3 clusters Score -844696.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -844698.875000 Penalty: 2882.462891
	Iteration 41Q: 3 clusters Score -844698.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -844700.750000 Penalty: 2882.462891
	Iteration 42Q: 3 clusters Score -844700.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -844704.000000 Penalty: 2882.462891
	Iteration 43Q: 3 clusters Score -844704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -844705.125000 Penalty: 2882.462891
	Iteration 44Q: 3 clusters Score -844705.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -844708.062500 Penalty: 2882.462891
	Iteration 45Q: 3 clusters Score -844708.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -844707.812500 Penalty: 2882.462891
	Iteration 46Q: 3 clusters Score -844707.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -844708.687500 Penalty: 2882.462891
	Iteration 47Q: 3 clusters Score -844708.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -844712.750000 Penalty: 2882.462891
	Iteration 48Q: 3 clusters Score -844712.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -844712.437500 Penalty: 2882.462891
	Iteration 49Q: 3 clusters Score -844712.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -844711.875000 Penalty: 2882.462891
	Iteration 50Q: 3 clusters Score -844711.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -844713.562500 Penalty: 2882.462891
	Iteration 51Q: 3 clusters Score -844713.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -844714.875000 Penalty: 2882.462891
	Iteration 52Q: 3 clusters Score -844714.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -844714.875000 Penalty: 2882.462891
	Iteration 53F: 3 clusters Score -844714.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -53678.867188 Penalty: 1001.196167
	Iteration 0F: 2 clusters Score -53678.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -52715.378906 Penalty: 2002.392334
	Iteration 0F: 3 clusters Score -52715.38 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -52908.324219 Penalty: 2002.392334
	Iteration 1F: 3 clusters Score -52908.32 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -53007.589844 Penalty: 2002.392334
	Iteration 2F: 3 clusters Score -53007.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -53084.703125 Penalty: 2002.392334
	Iteration 3F: 3 clusters Score -53084.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -53137.285156 Penalty: 2002.392334
	Iteration 4F: 3 clusters Score -53137.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -53207.031250 Penalty: 2002.392334
	Iteration 5Q: 3 clusters Score -53207.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -53253.085938 Penalty: 2002.392334
	Iteration 6Q: 3 clusters Score -53253.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -53282.566406 Penalty: 2002.392334
	Iteration 7Q: 3 clusters Score -53282.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -53345.250000 Penalty: 2002.392334
	Iteration 8Q: 3 clusters Score -53345.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -53438.035156 Penalty: 2002.392334
	Iteration 9Q: 3 clusters Score -53438.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -53497.000000 Penalty: 2002.392334
	Iteration 10Q: 3 clusters Score -53497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -53519.941406 Penalty: 2002.392334
	Iteration 11Q: 3 clusters Score -53519.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -53530.417969 Penalty: 2002.392334
	Iteration 12Q: 3 clusters Score -53530.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -53547.777344 Penalty: 2002.392334
	Iteration 13Q: 3 clusters Score -53547.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -53560.066406 Penalty: 2002.392334
	Iteration 14Q: 3 clusters Score -53560.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -53560.960938 Penalty: 2002.392334
	Iteration 15Q: 3 clusters Score -53560.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -53560.960938 Penalty: 2002.392334
	Iteration 16F: 3 clusters Score -53560.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (55221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55221 members 
Entering Unmasked Estep 
Score: -6951169.000000 Penalty: 1774.353516
	Iteration 0F: 2 clusters Score -6951169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -6914134.000000 Penalty: 3548.707031
	Iteration 0F: 3 clusters Score -6914134 nChanged 26088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -6929271.000000 Penalty: 3548.707031
	Iteration 1F: 3 clusters Score -6929271 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -6930090.500000 Penalty: 3548.707031
	Iteration 2Q: 3 clusters Score -6930090 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -6931132.500000 Penalty: 3548.707031
	Iteration 3Q: 3 clusters Score -6931132 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -6932753.500000 Penalty: 3548.707031
	Iteration 4F: 3 clusters Score -6932754 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -6934942.000000 Penalty: 3548.707031
	Iteration 5F: 3 clusters Score -6934942 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -6937964.500000 Penalty: 3548.707031
	Iteration 6F: 3 clusters Score -6937964 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -6941333.000000 Penalty: 3548.707031
	Iteration 7F: 3 clusters Score -6941333 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -6944226.000000 Penalty: 3548.707031
	Iteration 8F: 3 clusters Score -6944226 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 50517 members 
Entering Unmasked Estep 
Score: -6946384.000000 Penalty: 3548.707031
	Iteration 9Q: 3 clusters Score -6946384 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 51945 members 
Entering Unmasked Estep 
Score: -6947734.000000 Penalty: 3548.707031
	Iteration 10Q: 3 clusters Score -6947734 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 52787 members 
Entering Unmasked Estep 
Score: -6948512.000000 Penalty: 3548.707031
	Iteration 11Q: 3 clusters Score -6948512 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 53276 members 
Entering Unmasked Estep 
Score: -6948928.500000 Penalty: 3548.707031
	Iteration 12Q: 3 clusters Score -6948928 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 53590 members 
Entering Unmasked Estep 
Score: -6949173.500000 Penalty: 3548.707031
	Iteration 13Q: 3 clusters Score -6949174 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 53774 members 
Entering Unmasked Estep 
Score: -6949296.500000 Penalty: 3548.707031
	Iteration 14Q: 3 clusters Score -6949296 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 53914 members 
Entering Unmasked Estep 
Score: -6949366.000000 Penalty: 3548.707031
	Iteration 15Q: 3 clusters Score -6949366 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 54017 members 
Entering Unmasked Estep 
Score: -6949421.000000 Penalty: 3548.707031
	Iteration 16Q: 3 clusters Score -6949421 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 54099 members 
Entering Unmasked Estep 
Score: -6949461.000000 Penalty: 3548.707031
	Iteration 17Q: 3 clusters Score -6949461 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -6949486.500000 Penalty: 3548.707031
	Iteration 18Q: 3 clusters Score -6949486 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 54208 members 
Entering Unmasked Estep 
Score: -6949502.000000 Penalty: 3548.707031
	Iteration 19Q: 3 clusters Score -6949502 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 54253 members 
Entering Unmasked Estep 
Score: -6949535.500000 Penalty: 3548.707031
	Iteration 20F: 3 clusters Score -6949536 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 54297 members 
Entering Unmasked Estep 
Score: -6949553.500000 Penalty: 3548.707031
	Iteration 21Q: 3 clusters Score -6949554 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 54332 members 
Entering Unmasked Estep 
Score: -6949583.000000 Penalty: 3548.707031
	Iteration 22Q: 3 clusters Score -6949583 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 54362 members 
Entering Unmasked Estep 
Score: -6949603.500000 Penalty: 3548.707031
	Iteration 23Q: 3 clusters Score -6949604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 54395 members 
Entering Unmasked Estep 
Score: -6949628.500000 Penalty: 3548.707031
	Iteration 24Q: 3 clusters Score -6949628 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 54425 members 
Entering Unmasked Estep 
Score: -6949646.000000 Penalty: 3548.707031
	Iteration 25Q: 3 clusters Score -6949646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 54445 members 
Entering Unmasked Estep 
Score: -6949662.000000 Penalty: 3548.707031
	Iteration 26Q: 3 clusters Score -6949662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 54461 members 
Entering Unmasked Estep 
Score: -6949673.500000 Penalty: 3548.707031
	Iteration 27Q: 3 clusters Score -6949674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 54474 members 
Entering Unmasked Estep 
Score: -6949676.500000 Penalty: 3548.707031
	Iteration 28Q: 3 clusters Score -6949676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 54486 members 
Entering Unmasked Estep 
Score: -6949682.000000 Penalty: 3548.707031
	Iteration 29Q: 3 clusters Score -6949682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 54497 members 
Entering Unmasked Estep 
Score: -6949676.000000 Penalty: 3548.707031
	Iteration 30Q: 3 clusters Score -6949676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 54502 members 
Entering Unmasked Estep 
Score: -6949681.500000 Penalty: 3548.707031
	Iteration 31Q: 3 clusters Score -6949682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 54505 members 
Entering Unmasked Estep 
Score: -6949688.000000 Penalty: 3548.707031
	Iteration 32Q: 3 clusters Score -6949688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 54507 members 
Entering Unmasked Estep 
Score: -6949689.000000 Penalty: 3548.707031
	Iteration 33Q: 3 clusters Score -6949689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 54506 members 
Entering Unmasked Estep 
Score: -6949687.500000 Penalty: 3548.707031
	Iteration 34Q: 3 clusters Score -6949688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 54507 members 
Entering Unmasked Estep 
Score: -6949689.500000 Penalty: 3548.707031
	Iteration 35Q: 3 clusters Score -6949690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 54507 members 
Entering Unmasked Estep 
Score: -6949689.500000 Penalty: 3548.707031
	Iteration 36F: 3 clusters Score -6949690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Entering Unmasked Estep 
Score: -1210304.875000 Penalty: 1490.334229
	Iteration 0F: 2 clusters Score -1210305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1203288.125000 Penalty: 2980.668457
	Iteration 0F: 3 clusters Score -1203288 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1205982.500000 Penalty: 2980.668457
	Iteration 1F: 3 clusters Score -1205982 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1206696.500000 Penalty: 2980.668457
	Iteration 2F: 3 clusters Score -1206696 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1207386.000000 Penalty: 2980.668457
	Iteration 3F: 3 clusters Score -1207386 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1207937.000000 Penalty: 2980.668457
	Iteration 4F: 3 clusters Score -1207937 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1208325.500000 Penalty: 2980.668457
	Iteration 5F: 3 clusters Score -1208326 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1208593.375000 Penalty: 2980.668457
	Iteration 6Q: 3 clusters Score -1208593 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1208824.500000 Penalty: 2980.668457
	Iteration 7Q: 3 clusters Score -1208824 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1208982.375000 Penalty: 2980.668457
	Iteration 8Q: 3 clusters Score -1208982 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1209079.250000 Penalty: 2980.668457
	Iteration 9Q: 3 clusters Score -1209079 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1209134.500000 Penalty: 2980.668457
	Iteration 10Q: 3 clusters Score -1209134 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1209180.125000 Penalty: 2980.668457
	Iteration 11Q: 3 clusters Score -1209180 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1209207.250000 Penalty: 2980.668457
	Iteration 12Q: 3 clusters Score -1209207 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1209232.250000 Penalty: 2980.668457
	Iteration 13Q: 3 clusters Score -1209232 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1209258.500000 Penalty: 2980.668457
	Iteration 14Q: 3 clusters Score -1209258 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1209279.625000 Penalty: 2980.668457
	Iteration 15Q: 3 clusters Score -1209280 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1209298.625000 Penalty: 2980.668457
	Iteration 16Q: 3 clusters Score -1209299 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1209319.500000 Penalty: 2980.668457
	Iteration 17Q: 3 clusters Score -1209320 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1209336.375000 Penalty: 2980.668457
	Iteration 18Q: 3 clusters Score -1209336 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1209348.250000 Penalty: 2980.668457
	Iteration 19Q: 3 clusters Score -1209348 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1209360.375000 Penalty: 2980.668457
	Iteration 20F: 3 clusters Score -1209360 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1209371.500000 Penalty: 2980.668457
	Iteration 21Q: 3 clusters Score -1209372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1209379.375000 Penalty: 2980.668457
	Iteration 22Q: 3 clusters Score -1209379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1209382.375000 Penalty: 2980.668457
	Iteration 23Q: 3 clusters Score -1209382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1209388.000000 Penalty: 2980.668457
	Iteration 24Q: 3 clusters Score -1209388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1209395.625000 Penalty: 2980.668457
	Iteration 25Q: 3 clusters Score -1209396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1209403.625000 Penalty: 2980.668457
	Iteration 26Q: 3 clusters Score -1209404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1209406.000000 Penalty: 2980.668457
	Iteration 27Q: 3 clusters Score -1209406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1209405.500000 Penalty: 2980.668457
	Iteration 28Q: 3 clusters Score -1209406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1209408.250000 Penalty: 2980.668457
	Iteration 29Q: 3 clusters Score -1209408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1209413.875000 Penalty: 2980.668457
	Iteration 30Q: 3 clusters Score -1209414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1209419.750000 Penalty: 2980.668457
	Iteration 31Q: 3 clusters Score -1209420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1209425.875000 Penalty: 2980.668457
	Iteration 32Q: 3 clusters Score -1209426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1209428.500000 Penalty: 2980.668457
	Iteration 33Q: 3 clusters Score -1209428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1209426.500000 Penalty: 2980.668457
	Iteration 34Q: 3 clusters Score -1209426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1209430.500000 Penalty: 2980.668457
	Iteration 35Q: 3 clusters Score -1209430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1209429.375000 Penalty: 2980.668457
	Iteration 36Q: 3 clusters Score -1209429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1209433.750000 Penalty: 2980.668457
	Iteration 37Q: 3 clusters Score -1209434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1209432.250000 Penalty: 2980.668457
	Iteration 38Q: 3 clusters Score -1209432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1209434.375000 Penalty: 2980.668457
	Iteration 39Q: 3 clusters Score -1209434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1209436.125000 Penalty: 2980.668457
	Iteration 40F: 3 clusters Score -1209436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1209435.250000 Penalty: 2980.668457
	Iteration 41Q: 3 clusters Score -1209435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1209436.125000 Penalty: 2980.668457
	Iteration 42Q: 3 clusters Score -1209436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1209437.125000 Penalty: 2980.668457
	Iteration 43Q: 3 clusters Score -1209437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1209438.875000 Penalty: 2980.668457
	Iteration 44Q: 3 clusters Score -1209439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1209447.250000 Penalty: 2980.668457
	Iteration 45Q: 3 clusters Score -1209447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1209450.750000 Penalty: 2980.668457
	Iteration 46Q: 3 clusters Score -1209451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1209457.625000 Penalty: 2980.668457
	Iteration 47Q: 3 clusters Score -1209458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1209469.250000 Penalty: 2980.668457
	Iteration 48Q: 3 clusters Score -1209469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1209480.875000 Penalty: 2980.668457
	Iteration 49Q: 3 clusters Score -1209481 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1209492.625000 Penalty: 2980.668457
	Iteration 50Q: 3 clusters Score -1209493 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1209501.125000 Penalty: 2980.668457
	Iteration 51Q: 3 clusters Score -1209501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1209506.875000 Penalty: 2980.668457
	Iteration 52Q: 3 clusters Score -1209507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1209516.750000 Penalty: 2980.668457
	Iteration 53Q: 3 clusters Score -1209517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1209521.500000 Penalty: 2980.668457
	Iteration 54Q: 3 clusters Score -1209522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1209526.500000 Penalty: 2980.668457
	Iteration 55Q: 3 clusters Score -1209526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1209535.500000 Penalty: 2980.668457
	Iteration 56Q: 3 clusters Score -1209536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1209540.875000 Penalty: 2980.668457
	Iteration 57Q: 3 clusters Score -1209541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1209543.125000 Penalty: 2980.668457
	Iteration 58Q: 3 clusters Score -1209543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1209543.875000 Penalty: 2980.668457
	Iteration 59Q: 3 clusters Score -1209544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1209548.375000 Penalty: 2980.668457
	Iteration 60F: 3 clusters Score -1209548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1209550.875000 Penalty: 2980.668457
	Iteration 61Q: 3 clusters Score -1209551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1209552.375000 Penalty: 2980.668457
	Iteration 62Q: 3 clusters Score -1209552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1209555.375000 Penalty: 2980.668457
	Iteration 63Q: 3 clusters Score -1209555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1209559.625000 Penalty: 2980.668457
	Iteration 64Q: 3 clusters Score -1209560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1209559.875000 Penalty: 2980.668457
	Iteration 65Q: 3 clusters Score -1209560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1209559.125000 Penalty: 2980.668457
	Iteration 66Q: 3 clusters Score -1209559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1209559.500000 Penalty: 2980.668457
	Iteration 67Q: 3 clusters Score -1209560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1209561.000000 Penalty: 2980.668457
	Iteration 68Q: 3 clusters Score -1209561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1209561.625000 Penalty: 2980.668457
	Iteration 69Q: 3 clusters Score -1209562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1209562.750000 Penalty: 2980.668457
	Iteration 70Q: 3 clusters Score -1209563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1209566.375000 Penalty: 2980.668457
	Iteration 71Q: 3 clusters Score -1209566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1209564.500000 Penalty: 2980.668457
	Iteration 72Q: 3 clusters Score -1209564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1209570.250000 Penalty: 2980.668457
	Iteration 73Q: 3 clusters Score -1209570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1209569.250000 Penalty: 2980.668457
	Iteration 74Q: 3 clusters Score -1209569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1209573.000000 Penalty: 2980.668457
	Iteration 75Q: 3 clusters Score -1209573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1209573.000000 Penalty: 2980.668457
	Iteration 76F: 3 clusters Score -1209573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Entering Unmasked Estep 
Score: -653974.750000 Penalty: 1392.805786
	Iteration 0F: 2 clusters Score -653974.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -649833.062500 Penalty: 2785.611572
	Iteration 0F: 3 clusters Score -649833.1 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -650986.937500 Penalty: 2785.611572
	Iteration 1F: 3 clusters Score -650986.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -651162.187500 Penalty: 2785.611572
	Iteration 2F: 3 clusters Score -651162.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -651301.125000 Penalty: 2785.611572
	Iteration 3F: 3 clusters Score -651301.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -651420.000000 Penalty: 2785.611572
	Iteration 4Q: 3 clusters Score -651420 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -651529.062500 Penalty: 2785.611572
	Iteration 5Q: 3 clusters Score -651529.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -651614.562500 Penalty: 2785.611572
	Iteration 6Q: 3 clusters Score -651614.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -651714.937500 Penalty: 2785.611572
	Iteration 7Q: 3 clusters Score -651714.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -651823.625000 Penalty: 2785.611572
	Iteration 8Q: 3 clusters Score -651823.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -651944.625000 Penalty: 2785.611572
	Iteration 9Q: 3 clusters Score -651944.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -652079.875000 Penalty: 2785.611572
	Iteration 10Q: 3 clusters Score -652079.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -652200.000000 Penalty: 2785.611572
	Iteration 11Q: 3 clusters Score -652200 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -652324.500000 Penalty: 2785.611572
	Iteration 12Q: 3 clusters Score -652324.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -652437.750000 Penalty: 2785.611572
	Iteration 13Q: 3 clusters Score -652437.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -652554.875000 Penalty: 2785.611572
	Iteration 14Q: 3 clusters Score -652554.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -652634.500000 Penalty: 2785.611572
	Iteration 15Q: 3 clusters Score -652634.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -652699.812500 Penalty: 2785.611572
	Iteration 16Q: 3 clusters Score -652699.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -652732.625000 Penalty: 2785.611572
	Iteration 17Q: 3 clusters Score -652732.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -652752.437500 Penalty: 2785.611572
	Iteration 18Q: 3 clusters Score -652752.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -652774.187500 Penalty: 2785.611572
	Iteration 19Q: 3 clusters Score -652774.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -652783.312500 Penalty: 2785.611572
	Iteration 20F: 3 clusters Score -652783.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -652790.250000 Penalty: 2785.611572
	Iteration 21Q: 3 clusters Score -652790.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -652800.250000 Penalty: 2785.611572
	Iteration 22Q: 3 clusters Score -652800.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -652804.125000 Penalty: 2785.611572
	Iteration 23Q: 3 clusters Score -652804.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -652810.125000 Penalty: 2785.611572
	Iteration 24Q: 3 clusters Score -652810.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -652810.937500 Penalty: 2785.611572
	Iteration 25Q: 3 clusters Score -652810.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -652814.250000 Penalty: 2785.611572
	Iteration 26Q: 3 clusters Score -652814.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -652819.312500 Penalty: 2785.611572
	Iteration 27Q: 3 clusters Score -652819.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -652821.125000 Penalty: 2785.611572
	Iteration 28Q: 3 clusters Score -652821.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -652825.437500 Penalty: 2785.611572
	Iteration 29Q: 3 clusters Score -652825.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -652826.750000 Penalty: 2785.611572
	Iteration 30Q: 3 clusters Score -652826.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -652828.500000 Penalty: 2785.611572
	Iteration 31Q: 3 clusters Score -652828.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -652831.000000 Penalty: 2785.611572
	Iteration 32Q: 3 clusters Score -652831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -652832.250000 Penalty: 2785.611572
	Iteration 33Q: 3 clusters Score -652832.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -652834.250000 Penalty: 2785.611572
	Iteration 34Q: 3 clusters Score -652834.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -652835.125000 Penalty: 2785.611572
	Iteration 35Q: 3 clusters Score -652835.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -652834.812500 Penalty: 2785.611572
	Iteration 36Q: 3 clusters Score -652834.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -652834.812500 Penalty: 2785.611572
	Iteration 37F: 3 clusters Score -652834.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Entering Unmasked Estep 
Score: -195673.515625 Penalty: 1212.703247
	Iteration 0F: 2 clusters Score -195673.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -193760.234375 Penalty: 2425.406494
	Iteration 0F: 3 clusters Score -193760.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -194369.046875 Penalty: 2425.406494
	Iteration 1F: 3 clusters Score -194369 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -194683.843750 Penalty: 2425.406494
	Iteration 2F: 3 clusters Score -194683.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -194891.531250 Penalty: 2425.406494
	Iteration 3F: 3 clusters Score -194891.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -195107.671875 Penalty: 2425.406494
	Iteration 4F: 3 clusters Score -195107.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -195321.406250 Penalty: 2425.406494
	Iteration 5F: 3 clusters Score -195321.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -195439.484375 Penalty: 2425.406494
	Iteration 6Q: 3 clusters Score -195439.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -195535.734375 Penalty: 2425.406494
	Iteration 7Q: 3 clusters Score -195535.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -195611.859375 Penalty: 2425.406494
	Iteration 8Q: 3 clusters Score -195611.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -195649.078125 Penalty: 2425.406494
	Iteration 9Q: 3 clusters Score -195649.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -195682.890625 Penalty: 2425.406494
	Iteration 10Q: 3 clusters Score -195682.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -195715.484375 Penalty: 2425.406494
	Iteration 11Q: 3 clusters Score -195715.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -195748.484375 Penalty: 2425.406494
	Iteration 12Q: 3 clusters Score -195748.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -195768.140625 Penalty: 2425.406494
	Iteration 13Q: 3 clusters Score -195768.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -195780.859375 Penalty: 2425.406494
	Iteration 14Q: 3 clusters Score -195780.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -195784.578125 Penalty: 2425.406494
	Iteration 15Q: 3 clusters Score -195784.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -195786.296875 Penalty: 2425.406494
	Iteration 16Q: 3 clusters Score -195786.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -195788.687500 Penalty: 2425.406494
	Iteration 17Q: 3 clusters Score -195788.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -195789.921875 Penalty: 2425.406494
	Iteration 18Q: 3 clusters Score -195789.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -195791.687500 Penalty: 2425.406494
	Iteration 19Q: 3 clusters Score -195791.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -195791.687500 Penalty: 2425.406494
	Iteration 20F: 3 clusters Score -195791.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 83614 members 
Mstep: Class 3 contains 7109 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55221 members 
Mstep: Class 6 contains 9617 members 
Mstep: Class 7 contains 5277 members 
Mstep: Class 8 contains 634 members 
Mstep: Class 9 contains 7222 members 
Mstep: Class 10 contains 104236 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 108064 members 
Mstep: Class 13 contains 14688 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6873 members 
Mstep: Class 16 contains 8663 members 
Mstep: Class 17 contains 24514 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5588 members 
Mstep: Class 20 contains 2909 members 
Mstep: Class 21 contains 53204 members 
Mstep: Class 22 contains 1371 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 9584 members 
Mstep: Class 25 contains 81612 members 
Mstep: Class 26 contains 35894 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4791 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 4516 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3898 members 
Mstep: Class 34 contains 1344 members 
Mstep: Class 35 contains 246 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 695 members 
Mstep: Class 39 contains 6343 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100247 members 
Mstep: Class 42 contains 9512 members 
Mstep: Class 43 contains 20492 members 
Mstep: Class 44 contains 298 members 
Mstep: Class 45 contains 109163 members 
Mstep: Class 46 contains 1108 members 
Entering Unmasked Estep 
Score: -111773952.000000 Penalty: 102634.984375
Splitting cluster 8 changes total score from -111775032.000000 to -111773952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (7222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Entering Unmasked Estep 
Score: -920524.750000 Penalty: 1443.794067
	Iteration 0F: 2 clusters Score -920524.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -915133.000000 Penalty: 2887.588135
	Iteration 0F: 3 clusters Score -915133 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -916739.125000 Penalty: 2887.588135
	Iteration 1F: 3 clusters Score -916739.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -916960.812500 Penalty: 2887.588135
	Iteration 2F: 3 clusters Score -916960.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -917095.687500 Penalty: 2887.588135
	Iteration 3Q: 3 clusters Score -917095.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -917228.187500 Penalty: 2887.588135
	Iteration 4Q: 3 clusters Score -917228.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -917345.125000 Penalty: 2887.588135
	Iteration 5Q: 3 clusters Score -917345.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -917439.750000 Penalty: 2887.588135
	Iteration 6Q: 3 clusters Score -917439.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -917537.625000 Penalty: 2887.588135
	Iteration 7Q: 3 clusters Score -917537.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -917635.000000 Penalty: 2887.588135
	Iteration 8Q: 3 clusters Score -917635 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -917739.625000 Penalty: 2887.588135
	Iteration 9Q: 3 clusters Score -917739.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -917890.312500 Penalty: 2887.588135
	Iteration 10Q: 3 clusters Score -917890.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -918068.812500 Penalty: 2887.588135
	Iteration 11Q: 3 clusters Score -918068.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -918238.875000 Penalty: 2887.588135
	Iteration 12Q: 3 clusters Score -918238.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -918397.625000 Penalty: 2887.588135
	Iteration 13Q: 3 clusters Score -918397.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -918520.687500 Penalty: 2887.588135
	Iteration 14Q: 3 clusters Score -918520.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -918612.125000 Penalty: 2887.588135
	Iteration 15Q: 3 clusters Score -918612.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -918687.812500 Penalty: 2887.588135
	Iteration 16Q: 3 clusters Score -918687.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -918749.750000 Penalty: 2887.588135
	Iteration 17Q: 3 clusters Score -918749.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -918801.750000 Penalty: 2887.588135
	Iteration 18Q: 3 clusters Score -918801.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -918856.687500 Penalty: 2887.588135
	Iteration 19Q: 3 clusters Score -918856.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -918897.250000 Penalty: 2887.588135
	Iteration 20F: 3 clusters Score -918897.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -918928.500000 Penalty: 2887.588135
	Iteration 21Q: 3 clusters Score -918928.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -918964.750000 Penalty: 2887.588135
	Iteration 22Q: 3 clusters Score -918964.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -918986.125000 Penalty: 2887.588135
	Iteration 23Q: 3 clusters Score -918986.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -919010.812500 Penalty: 2887.588135
	Iteration 24Q: 3 clusters Score -919010.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -919025.437500 Penalty: 2887.588135
	Iteration 25Q: 3 clusters Score -919025.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -919040.937500 Penalty: 2887.588135
	Iteration 26Q: 3 clusters Score -919040.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -919052.750000 Penalty: 2887.588135
	Iteration 27Q: 3 clusters Score -919052.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -919062.750000 Penalty: 2887.588135
	Iteration 28Q: 3 clusters Score -919062.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -919075.375000 Penalty: 2887.588135
	Iteration 29Q: 3 clusters Score -919075.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -919080.375000 Penalty: 2887.588135
	Iteration 30Q: 3 clusters Score -919080.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -919087.437500 Penalty: 2887.588135
	Iteration 31Q: 3 clusters Score -919087.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -919095.562500 Penalty: 2887.588135
	Iteration 32Q: 3 clusters Score -919095.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -919103.125000 Penalty: 2887.588135
	Iteration 33Q: 3 clusters Score -919103.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -919112.625000 Penalty: 2887.588135
	Iteration 34Q: 3 clusters Score -919112.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -919124.750000 Penalty: 2887.588135
	Iteration 35Q: 3 clusters Score -919124.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -919133.375000 Penalty: 2887.588135
	Iteration 36Q: 3 clusters Score -919133.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -919140.000000 Penalty: 2887.588135
	Iteration 37Q: 3 clusters Score -919140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -919142.562500 Penalty: 2887.588135
	Iteration 38Q: 3 clusters Score -919142.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -919144.625000 Penalty: 2887.588135
	Iteration 39Q: 3 clusters Score -919144.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -919145.187500 Penalty: 2887.588135
	Iteration 40F: 3 clusters Score -919145.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -919147.375000 Penalty: 2887.588135
	Iteration 41Q: 3 clusters Score -919147.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -919147.375000 Penalty: 2887.588135
	Iteration 42F: 3 clusters Score -919147.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (104236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104236 members 
Entering Unmasked Estep 
Score: -13077542.000000 Penalty: 1877.592041
	Iteration 0F: 2 clusters Score -1.307754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52250 members 
Mstep: Class 2 contains 51986 members 
Entering Unmasked Estep 
Score: -13010310.000000 Penalty: 3755.184082
	Iteration 0F: 3 clusters Score -1.301031e+07 nChanged 49664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -13038991.000000 Penalty: 3755.184082
	Iteration 1F: 3 clusters Score -1.303899e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56043 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
Score: -13039763.000000 Penalty: 3755.184082
	Iteration 2Q: 3 clusters Score -1.303976e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58376 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -13040950.000000 Penalty: 3755.184082
	Iteration 3Q: 3 clusters Score -1.304095e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61819 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -13042448.000000 Penalty: 3755.184082
	Iteration 4Q: 3 clusters Score -1.304245e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66761 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -13045405.000000 Penalty: 3755.184082
	Iteration 5F: 3 clusters Score -1.30454e+07 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73369 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -13050063.000000 Penalty: 3755.184082
	Iteration 6F: 3 clusters Score -1.305006e+07 nChanged 8532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81099 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -13057124.000000 Penalty: 3755.184082
	Iteration 7F: 3 clusters Score -1.305712e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88319 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -13064630.000000 Penalty: 3755.184082
	Iteration 8F: 3 clusters Score -1.306463e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93404 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -13070911.000000 Penalty: 3755.184082
	Iteration 9F: 3 clusters Score -1.307091e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96552 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -13074416.000000 Penalty: 3755.184082
	Iteration 10Q: 3 clusters Score -1.307442e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98428 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -13075935.000000 Penalty: 3755.184082
	Iteration 11Q: 3 clusters Score -1.307594e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99664 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -13076510.000000 Penalty: 3755.184082
	Iteration 12Q: 3 clusters Score -1.307651e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100582 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -13076761.000000 Penalty: 3755.184082
	Iteration 13Q: 3 clusters Score -1.307676e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101272 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -13076842.000000 Penalty: 3755.184082
	Iteration 14Q: 3 clusters Score -1.307684e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101800 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -13076887.000000 Penalty: 3755.184082
	Iteration 15Q: 3 clusters Score -1.307689e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102206 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -13076876.000000 Penalty: 3755.184082
	Iteration 16Q: 3 clusters Score -1.307688e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102500 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -13076898.000000 Penalty: 3755.184082
	Iteration 17Q: 3 clusters Score -1.30769e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102713 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -13076819.000000 Penalty: 3755.184082
	Iteration 18Q: 3 clusters Score -1.307682e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102889 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -13076781.000000 Penalty: 3755.184082
	Iteration 19Q: 3 clusters Score -1.307678e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103013 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -13076740.000000 Penalty: 3755.184082
	Iteration 20F: 3 clusters Score -1.307674e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103108 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -13076735.000000 Penalty: 3755.184082
	Iteration 21Q: 3 clusters Score -1.307674e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103170 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -13076710.000000 Penalty: 3755.184082
	Iteration 22Q: 3 clusters Score -1.307671e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103221 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -13076664.000000 Penalty: 3755.184082
	Iteration 23Q: 3 clusters Score -1.307666e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103261 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -13076660.000000 Penalty: 3755.184082
	Iteration 24Q: 3 clusters Score -1.307666e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103291 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -13076644.000000 Penalty: 3755.184082
	Iteration 25Q: 3 clusters Score -1.307664e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103314 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -13076615.000000 Penalty: 3755.184082
	Iteration 26Q: 3 clusters Score -1.307662e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103334 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -13076602.000000 Penalty: 3755.184082
	Iteration 27Q: 3 clusters Score -1.30766e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103355 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -13076598.000000 Penalty: 3755.184082
	Iteration 28Q: 3 clusters Score -1.30766e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103375 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -13076591.000000 Penalty: 3755.184082
	Iteration 29Q: 3 clusters Score -1.307659e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103400 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -13076588.000000 Penalty: 3755.184082
	Iteration 30Q: 3 clusters Score -1.307659e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103415 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -13076581.000000 Penalty: 3755.184082
	Iteration 31Q: 3 clusters Score -1.307658e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103431 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -13076572.000000 Penalty: 3755.184082
	Iteration 32Q: 3 clusters Score -1.307657e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103441 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -13076562.000000 Penalty: 3755.184082
	Iteration 33Q: 3 clusters Score -1.307656e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103456 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -13076550.000000 Penalty: 3755.184082
	Iteration 34Q: 3 clusters Score -1.307655e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103476 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -13076533.000000 Penalty: 3755.184082
	Iteration 35Q: 3 clusters Score -1.307653e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103497 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -13076542.000000 Penalty: 3755.184082
	Iteration 36Q: 3 clusters Score -1.307654e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103510 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -13076536.000000 Penalty: 3755.184082
	Iteration 37Q: 3 clusters Score -1.307654e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103518 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -13076538.000000 Penalty: 3755.184082
	Iteration 38Q: 3 clusters Score -1.307654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103525 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -13076539.000000 Penalty: 3755.184082
	Iteration 39Q: 3 clusters Score -1.307654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103527 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -13076536.000000 Penalty: 3755.184082
	Iteration 40F: 3 clusters Score -1.307654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103527 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -13076528.000000 Penalty: 3755.184082
	Iteration 41Q: 3 clusters Score -1.307653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103528 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -13076525.000000 Penalty: 3755.184082
	Iteration 42Q: 3 clusters Score -1.307652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103529 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -13076526.000000 Penalty: 3755.184082
	Iteration 43Q: 3 clusters Score -1.307653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103530 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -13076532.000000 Penalty: 3755.184082
	Iteration 44Q: 3 clusters Score -1.307653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103531 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -13076542.000000 Penalty: 3755.184082
	Iteration 45Q: 3 clusters Score -1.307654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103532 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -13076531.000000 Penalty: 3755.184082
	Iteration 46Q: 3 clusters Score -1.307653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103533 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -13076535.000000 Penalty: 3755.184082
	Iteration 47Q: 3 clusters Score -1.307654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103534 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -13076529.000000 Penalty: 3755.184082
	Iteration 48Q: 3 clusters Score -1.307653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103535 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -13076531.000000 Penalty: 3755.184082
	Iteration 49Q: 3 clusters Score -1.307653e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103535 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -13076531.000000 Penalty: 3755.184082
	Iteration 50F: 3 clusters Score -1.307653e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Entering Unmasked Estep 
Score: -1180261.375000 Penalty: 1487.625122
	Iteration 0F: 2 clusters Score -1180261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1173412.000000 Penalty: 2975.250244
	Iteration 0F: 3 clusters Score -1173412 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1175626.625000 Penalty: 2975.250244
	Iteration 1F: 3 clusters Score -1175627 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1175926.500000 Penalty: 2975.250244
	Iteration 2F: 3 clusters Score -1175926 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1176216.250000 Penalty: 2975.250244
	Iteration 3F: 3 clusters Score -1176216 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1176532.500000 Penalty: 2975.250244
	Iteration 4F: 3 clusters Score -1176532 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1176901.250000 Penalty: 2975.250244
	Iteration 5F: 3 clusters Score -1176901 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1177364.750000 Penalty: 2975.250244
	Iteration 6F: 3 clusters Score -1177365 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1177871.375000 Penalty: 2975.250244
	Iteration 7F: 3 clusters Score -1177871 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1178316.875000 Penalty: 2975.250244
	Iteration 8F: 3 clusters Score -1178317 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1178664.125000 Penalty: 2975.250244
	Iteration 9F: 3 clusters Score -1178664 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1178943.125000 Penalty: 2975.250244
	Iteration 10Q: 3 clusters Score -1178943 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1179117.750000 Penalty: 2975.250244
	Iteration 11Q: 3 clusters Score -1179118 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1179213.000000 Penalty: 2975.250244
	Iteration 12Q: 3 clusters Score -1179213 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1179271.750000 Penalty: 2975.250244
	Iteration 13Q: 3 clusters Score -1179272 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1179307.625000 Penalty: 2975.250244
	Iteration 14Q: 3 clusters Score -1179308 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1179330.750000 Penalty: 2975.250244
	Iteration 15Q: 3 clusters Score -1179331 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1179348.500000 Penalty: 2975.250244
	Iteration 16Q: 3 clusters Score -1179348 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1179366.250000 Penalty: 2975.250244
	Iteration 17Q: 3 clusters Score -1179366 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1179381.875000 Penalty: 2975.250244
	Iteration 18Q: 3 clusters Score -1179382 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1179398.750000 Penalty: 2975.250244
	Iteration 19Q: 3 clusters Score -1179399 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1179416.250000 Penalty: 2975.250244
	Iteration 20F: 3 clusters Score -1179416 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1179423.250000 Penalty: 2975.250244
	Iteration 21Q: 3 clusters Score -1179423 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1179430.375000 Penalty: 2975.250244
	Iteration 22Q: 3 clusters Score -1179430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1179437.125000 Penalty: 2975.250244
	Iteration 23Q: 3 clusters Score -1179437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1179442.500000 Penalty: 2975.250244
	Iteration 24Q: 3 clusters Score -1179442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1179449.625000 Penalty: 2975.250244
	Iteration 25Q: 3 clusters Score -1179450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1179454.750000 Penalty: 2975.250244
	Iteration 26Q: 3 clusters Score -1179455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1179456.750000 Penalty: 2975.250244
	Iteration 27Q: 3 clusters Score -1179457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1179461.375000 Penalty: 2975.250244
	Iteration 28Q: 3 clusters Score -1179461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1179461.875000 Penalty: 2975.250244
	Iteration 29Q: 3 clusters Score -1179462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1179465.000000 Penalty: 2975.250244
	Iteration 30Q: 3 clusters Score -1179465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1179468.125000 Penalty: 2975.250244
	Iteration 31Q: 3 clusters Score -1179468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1179470.250000 Penalty: 2975.250244
	Iteration 32Q: 3 clusters Score -1179470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1179471.375000 Penalty: 2975.250244
	Iteration 33Q: 3 clusters Score -1179471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1179473.500000 Penalty: 2975.250244
	Iteration 34Q: 3 clusters Score -1179474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1179473.625000 Penalty: 2975.250244
	Iteration 35Q: 3 clusters Score -1179474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1179475.375000 Penalty: 2975.250244
	Iteration 36Q: 3 clusters Score -1179475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1179479.875000 Penalty: 2975.250244
	Iteration 37Q: 3 clusters Score -1179480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1179479.500000 Penalty: 2975.250244
	Iteration 38Q: 3 clusters Score -1179480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1179479.250000 Penalty: 2975.250244
	Iteration 39Q: 3 clusters Score -1179479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1179478.875000 Penalty: 2975.250244
	Iteration 40F: 3 clusters Score -1179479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1179481.250000 Penalty: 2975.250244
	Iteration 41Q: 3 clusters Score -1179481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1179480.375000 Penalty: 2975.250244
	Iteration 42Q: 3 clusters Score -1179480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1179480.375000 Penalty: 2975.250244
	Iteration 43F: 3 clusters Score -1179480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (108064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108064 members 
Entering Unmasked Estep 
Score: -13565038.000000 Penalty: 1883.452881
	Iteration 0F: 2 clusters Score -1.356504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54121 members 
Mstep: Class 2 contains 53943 members 
Entering Unmasked Estep 
Score: -13495943.000000 Penalty: 3766.905762
	Iteration 0F: 3 clusters Score -1.349594e+07 nChanged 51498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55167 members 
Mstep: Class 2 contains 52897 members 
Entering Unmasked Estep 
Score: -13525495.000000 Penalty: 3766.905762
	Iteration 1F: 3 clusters Score -1.35255e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55861 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -13526124.000000 Penalty: 3766.905762
	Iteration 2Q: 3 clusters Score -1.352612e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57021 members 
Mstep: Class 2 contains 51043 members 
Entering Unmasked Estep 
Score: -13526924.000000 Penalty: 3766.905762
	Iteration 3Q: 3 clusters Score -1.352692e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58781 members 
Mstep: Class 2 contains 49283 members 
Entering Unmasked Estep 
Score: -13527921.000000 Penalty: 3766.905762
	Iteration 4Q: 3 clusters Score -1.352792e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61429 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -13529718.000000 Penalty: 3766.905762
	Iteration 5Q: 3 clusters Score -1.352972e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65232 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -13532284.000000 Penalty: 3766.905762
	Iteration 6Q: 3 clusters Score -1.353228e+07 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70366 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -13536136.000000 Penalty: 3766.905762
	Iteration 7F: 3 clusters Score -1.353614e+07 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76727 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -13541399.000000 Penalty: 3766.905762
	Iteration 8F: 3 clusters Score -1.35414e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83625 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -13547223.000000 Penalty: 3766.905762
	Iteration 9F: 3 clusters Score -1.354722e+07 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90194 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -13552826.000000 Penalty: 3766.905762
	Iteration 10F: 3 clusters Score -1.355283e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95535 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -13557636.000000 Penalty: 3766.905762
	Iteration 11F: 3 clusters Score -1.355764e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99130 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -13560331.000000 Penalty: 3766.905762
	Iteration 12Q: 3 clusters Score -1.356033e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101561 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -13561827.000000 Penalty: 3766.905762
	Iteration 13Q: 3 clusters Score -1.356183e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103175 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -13562645.000000 Penalty: 3766.905762
	Iteration 14Q: 3 clusters Score -1.356264e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104265 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -13563077.000000 Penalty: 3766.905762
	Iteration 15Q: 3 clusters Score -1.356308e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104983 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -13563394.000000 Penalty: 3766.905762
	Iteration 16Q: 3 clusters Score -1.356339e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105481 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -13563510.000000 Penalty: 3766.905762
	Iteration 17Q: 3 clusters Score -1.356351e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105830 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -13563592.000000 Penalty: 3766.905762
	Iteration 18Q: 3 clusters Score -1.356359e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106082 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -13563698.000000 Penalty: 3766.905762
	Iteration 19Q: 3 clusters Score -1.35637e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106241 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -13563755.000000 Penalty: 3766.905762
	Iteration 20F: 3 clusters Score -1.356376e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106367 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -13563746.000000 Penalty: 3766.905762
	Iteration 21Q: 3 clusters Score -1.356375e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106431 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -13563780.000000 Penalty: 3766.905762
	Iteration 22Q: 3 clusters Score -1.356378e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106494 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -13563776.000000 Penalty: 3766.905762
	Iteration 23Q: 3 clusters Score -1.356378e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106564 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -13563789.000000 Penalty: 3766.905762
	Iteration 24Q: 3 clusters Score -1.356379e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106609 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -13563817.000000 Penalty: 3766.905762
	Iteration 25Q: 3 clusters Score -1.356382e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106653 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -13563826.000000 Penalty: 3766.905762
	Iteration 26Q: 3 clusters Score -1.356383e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106687 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -13563825.000000 Penalty: 3766.905762
	Iteration 27Q: 3 clusters Score -1.356382e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106708 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -13563839.000000 Penalty: 3766.905762
	Iteration 28Q: 3 clusters Score -1.356384e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106738 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -13563823.000000 Penalty: 3766.905762
	Iteration 29Q: 3 clusters Score -1.356382e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106760 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -13563848.000000 Penalty: 3766.905762
	Iteration 30Q: 3 clusters Score -1.356385e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106780 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -13563868.000000 Penalty: 3766.905762
	Iteration 31Q: 3 clusters Score -1.356387e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106799 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -13563873.000000 Penalty: 3766.905762
	Iteration 32Q: 3 clusters Score -1.356387e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106824 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -13563855.000000 Penalty: 3766.905762
	Iteration 33Q: 3 clusters Score -1.356386e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106847 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -13563864.000000 Penalty: 3766.905762
	Iteration 34Q: 3 clusters Score -1.356386e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106879 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -13563859.000000 Penalty: 3766.905762
	Iteration 35Q: 3 clusters Score -1.356386e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106899 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -13563881.000000 Penalty: 3766.905762
	Iteration 36Q: 3 clusters Score -1.356388e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106900 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -13563876.000000 Penalty: 3766.905762
	Iteration 37Q: 3 clusters Score -1.356388e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106906 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -13563874.000000 Penalty: 3766.905762
	Iteration 38Q: 3 clusters Score -1.356387e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106902 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -13563893.000000 Penalty: 3766.905762
	Iteration 39Q: 3 clusters Score -1.356389e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106907 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -13563905.000000 Penalty: 3766.905762
	Iteration 40F: 3 clusters Score -1.35639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106907 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -13563902.000000 Penalty: 3766.905762
	Iteration 41Q: 3 clusters Score -1.35639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106907 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -13563900.000000 Penalty: 3766.905762
	Iteration 42Q: 3 clusters Score -1.35639e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106909 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -13563887.000000 Penalty: 3766.905762
	Iteration 43Q: 3 clusters Score -1.356389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106906 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -13563888.000000 Penalty: 3766.905762
	Iteration 44Q: 3 clusters Score -1.356389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106904 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -13563893.000000 Penalty: 3766.905762
	Iteration 45Q: 3 clusters Score -1.356389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106905 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -13563886.000000 Penalty: 3766.905762
	Iteration 46Q: 3 clusters Score -1.356389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106905 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -13563892.000000 Penalty: 3766.905762
	Iteration 47Q: 3 clusters Score -1.356389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106905 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -13563889.000000 Penalty: 3766.905762
	Iteration 48Q: 3 clusters Score -1.356389e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106908 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -13563898.000000 Penalty: 3766.905762
	Iteration 49Q: 3 clusters Score -1.35639e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106908 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -13563895.000000 Penalty: 3766.905762
	Iteration 50Q: 3 clusters Score -1.35639e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106910 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -13563912.000000 Penalty: 3766.905762
	Iteration 51Q: 3 clusters Score -1.356391e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106910 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -13563904.000000 Penalty: 3766.905762
	Iteration 52Q: 3 clusters Score -1.35639e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106910 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -13563909.000000 Penalty: 3766.905762
	Iteration 53Q: 3 clusters Score -1.356391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106909 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -13563908.000000 Penalty: 3766.905762
	Iteration 54Q: 3 clusters Score -1.356391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106913 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -13563911.000000 Penalty: 3766.905762
	Iteration 55Q: 3 clusters Score -1.356391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106917 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -13563902.000000 Penalty: 3766.905762
	Iteration 56Q: 3 clusters Score -1.35639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106914 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -13563900.000000 Penalty: 3766.905762
	Iteration 57Q: 3 clusters Score -1.35639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106912 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -13563905.000000 Penalty: 3766.905762
	Iteration 58Q: 3 clusters Score -1.35639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106912 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -13563909.000000 Penalty: 3766.905762
	Iteration 59Q: 3 clusters Score -1.356391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106913 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -13563908.000000 Penalty: 3766.905762
	Iteration 60F: 3 clusters Score -1.356391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106915 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -13563913.000000 Penalty: 3766.905762
	Iteration 61Q: 3 clusters Score -1.356391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106915 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -13563913.000000 Penalty: 3766.905762
	Iteration 62F: 3 clusters Score -1.356391e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Entering Unmasked Estep 
Score: -1828174.375000 Penalty: 1559.152710
	Iteration 0F: 2 clusters Score -1828174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1817998.000000 Penalty: 3118.305420
	Iteration 0F: 3 clusters Score -1817998 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1821840.875000 Penalty: 3118.305420
	Iteration 1F: 3 clusters Score -1821841 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1822477.625000 Penalty: 3118.305420
	Iteration 2F: 3 clusters Score -1822478 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1823036.000000 Penalty: 3118.305420
	Iteration 3F: 3 clusters Score -1823036 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1823462.375000 Penalty: 3118.305420
	Iteration 4F: 3 clusters Score -1823462 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1823829.000000 Penalty: 3118.305420
	Iteration 5F: 3 clusters Score -1823829 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1824187.500000 Penalty: 3118.305420
	Iteration 6F: 3 clusters Score -1824188 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1824554.875000 Penalty: 3118.305420
	Iteration 7F: 3 clusters Score -1824555 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1824897.500000 Penalty: 3118.305420
	Iteration 8Q: 3 clusters Score -1824898 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1825222.125000 Penalty: 3118.305420
	Iteration 9Q: 3 clusters Score -1825222 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1825504.750000 Penalty: 3118.305420
	Iteration 10Q: 3 clusters Score -1825505 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1825689.500000 Penalty: 3118.305420
	Iteration 11Q: 3 clusters Score -1825690 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1825830.625000 Penalty: 3118.305420
	Iteration 12Q: 3 clusters Score -1825831 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1825949.500000 Penalty: 3118.305420
	Iteration 13Q: 3 clusters Score -1825950 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1826053.750000 Penalty: 3118.305420
	Iteration 14Q: 3 clusters Score -1826054 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1826151.000000 Penalty: 3118.305420
	Iteration 15Q: 3 clusters Score -1826151 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1826245.125000 Penalty: 3118.305420
	Iteration 16Q: 3 clusters Score -1826245 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1826341.625000 Penalty: 3118.305420
	Iteration 17Q: 3 clusters Score -1826342 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1826444.125000 Penalty: 3118.305420
	Iteration 18Q: 3 clusters Score -1826444 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1826520.000000 Penalty: 3118.305420
	Iteration 19Q: 3 clusters Score -1826520 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1826580.250000 Penalty: 3118.305420
	Iteration 20F: 3 clusters Score -1826580 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1826627.250000 Penalty: 3118.305420
	Iteration 21Q: 3 clusters Score -1826627 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1826680.750000 Penalty: 3118.305420
	Iteration 22Q: 3 clusters Score -1826681 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1826727.625000 Penalty: 3118.305420
	Iteration 23Q: 3 clusters Score -1826728 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1826782.125000 Penalty: 3118.305420
	Iteration 24Q: 3 clusters Score -1826782 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1826850.750000 Penalty: 3118.305420
	Iteration 25Q: 3 clusters Score -1826851 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1826922.500000 Penalty: 3118.305420
	Iteration 26Q: 3 clusters Score -1826922 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1827007.000000 Penalty: 3118.305420
	Iteration 27Q: 3 clusters Score -1827007 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1827109.750000 Penalty: 3118.305420
	Iteration 28Q: 3 clusters Score -1827110 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1827221.125000 Penalty: 3118.305420
	Iteration 29Q: 3 clusters Score -1827221 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1827324.750000 Penalty: 3118.305420
	Iteration 30Q: 3 clusters Score -1827325 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1827412.125000 Penalty: 3118.305420
	Iteration 31Q: 3 clusters Score -1827412 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1827488.000000 Penalty: 3118.305420
	Iteration 32Q: 3 clusters Score -1827488 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1827560.625000 Penalty: 3118.305420
	Iteration 33Q: 3 clusters Score -1827561 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1827617.000000 Penalty: 3118.305420
	Iteration 34Q: 3 clusters Score -1827617 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1827655.000000 Penalty: 3118.305420
	Iteration 35Q: 3 clusters Score -1827655 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1827697.625000 Penalty: 3118.305420
	Iteration 36Q: 3 clusters Score -1827698 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1827726.000000 Penalty: 3118.305420
	Iteration 37Q: 3 clusters Score -1827726 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1827738.750000 Penalty: 3118.305420
	Iteration 38Q: 3 clusters Score -1827739 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1827746.500000 Penalty: 3118.305420
	Iteration 39Q: 3 clusters Score -1827746 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1827762.875000 Penalty: 3118.305420
	Iteration 40F: 3 clusters Score -1827763 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1827771.000000 Penalty: 3118.305420
	Iteration 41Q: 3 clusters Score -1827771 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1827778.500000 Penalty: 3118.305420
	Iteration 42Q: 3 clusters Score -1827778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1827786.875000 Penalty: 3118.305420
	Iteration 43Q: 3 clusters Score -1827787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -1827793.500000 Penalty: 3118.305420
	Iteration 44Q: 3 clusters Score -1827794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1827800.750000 Penalty: 3118.305420
	Iteration 45Q: 3 clusters Score -1827801 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1827810.625000 Penalty: 3118.305420
	Iteration 46Q: 3 clusters Score -1827811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1827818.625000 Penalty: 3118.305420
	Iteration 47Q: 3 clusters Score -1827819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1827822.875000 Penalty: 3118.305420
	Iteration 48Q: 3 clusters Score -1827823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1827825.125000 Penalty: 3118.305420
	Iteration 49Q: 3 clusters Score -1827825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1827831.875000 Penalty: 3118.305420
	Iteration 50Q: 3 clusters Score -1827832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1827834.875000 Penalty: 3118.305420
	Iteration 51Q: 3 clusters Score -1827835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1827834.500000 Penalty: 3118.305420
	Iteration 52Q: 3 clusters Score -1827834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1827838.125000 Penalty: 3118.305420
	Iteration 53Q: 3 clusters Score -1827838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1827836.000000 Penalty: 3118.305420
	Iteration 54Q: 3 clusters Score -1827836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1827837.625000 Penalty: 3118.305420
	Iteration 55Q: 3 clusters Score -1827838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1827840.625000 Penalty: 3118.305420
	Iteration 56Q: 3 clusters Score -1827841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1827842.375000 Penalty: 3118.305420
	Iteration 57Q: 3 clusters Score -1827842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -1827842.625000 Penalty: 3118.305420
	Iteration 58Q: 3 clusters Score -1827843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1827843.625000 Penalty: 3118.305420
	Iteration 59Q: 3 clusters Score -1827844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1827845.125000 Penalty: 3118.305420
	Iteration 60F: 3 clusters Score -1827845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1827845.625000 Penalty: 3118.305420
	Iteration 61Q: 3 clusters Score -1827846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1827843.500000 Penalty: 3118.305420
	Iteration 62Q: 3 clusters Score -1827844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1827844.875000 Penalty: 3118.305420
	Iteration 63Q: 3 clusters Score -1827845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1827845.250000 Penalty: 3118.305420
	Iteration 64Q: 3 clusters Score -1827845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1827848.125000 Penalty: 3118.305420
	Iteration 65Q: 3 clusters Score -1827848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1827848.125000 Penalty: 3118.305420
	Iteration 66F: 3 clusters Score -1827848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -46152.132812 Penalty: 983.846436
	Iteration 0F: 2 clusters Score -46152.13 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 222 members 
Entering Unmasked Estep 
Score: -45178.863281 Penalty: 1967.692871
	Iteration 0F: 3 clusters Score -45178.86 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45357.082031 Penalty: 1967.692871
	Iteration 1F: 3 clusters Score -45357.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45406.699219 Penalty: 1967.692871
	Iteration 2F: 3 clusters Score -45406.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45436.808594 Penalty: 1967.692871
	Iteration 3Q: 3 clusters Score -45436.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45453.468750 Penalty: 1967.692871
	Iteration 4Q: 3 clusters Score -45453.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -45467.953125 Penalty: 1967.692871
	Iteration 5Q: 3 clusters Score -45467.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -45470.664062 Penalty: 1967.692871
	Iteration 6Q: 3 clusters Score -45470.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -45471.851562 Penalty: 1967.692871
	Iteration 7Q: 3 clusters Score -45471.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45472.921875 Penalty: 1967.692871
	Iteration 8Q: 3 clusters Score -45472.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45472.921875 Penalty: 1967.692871
	Iteration 9F: 3 clusters Score -45472.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Entering Unmasked Estep 
Score: -861118.687500 Penalty: 1435.745361
	Iteration 0F: 2 clusters Score -861118.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -856003.000000 Penalty: 2871.490723
	Iteration 0F: 3 clusters Score -856003 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -857668.937500 Penalty: 2871.490723
	Iteration 1F: 3 clusters Score -857668.9 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -858047.125000 Penalty: 2871.490723
	Iteration 2F: 3 clusters Score -858047.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -858360.750000 Penalty: 2871.490723
	Iteration 3F: 3 clusters Score -858360.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -858587.437500 Penalty: 2871.490723
	Iteration 4F: 3 clusters Score -858587.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -858761.062500 Penalty: 2871.490723
	Iteration 5Q: 3 clusters Score -858761.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -858880.062500 Penalty: 2871.490723
	Iteration 6Q: 3 clusters Score -858880.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -858989.937500 Penalty: 2871.490723
	Iteration 7Q: 3 clusters Score -858989.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -859071.687500 Penalty: 2871.490723
	Iteration 8Q: 3 clusters Score -859071.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -859141.000000 Penalty: 2871.490723
	Iteration 9Q: 3 clusters Score -859141 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -859193.125000 Penalty: 2871.490723
	Iteration 10Q: 3 clusters Score -859193.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -859246.437500 Penalty: 2871.490723
	Iteration 11Q: 3 clusters Score -859246.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -859298.125000 Penalty: 2871.490723
	Iteration 12Q: 3 clusters Score -859298.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -859336.750000 Penalty: 2871.490723
	Iteration 13Q: 3 clusters Score -859336.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -859382.562500 Penalty: 2871.490723
	Iteration 14Q: 3 clusters Score -859382.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -859443.437500 Penalty: 2871.490723
	Iteration 15Q: 3 clusters Score -859443.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -859499.937500 Penalty: 2871.490723
	Iteration 16Q: 3 clusters Score -859499.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -859548.000000 Penalty: 2871.490723
	Iteration 17Q: 3 clusters Score -859548 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -859591.000000 Penalty: 2871.490723
	Iteration 18Q: 3 clusters Score -859591 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -859638.937500 Penalty: 2871.490723
	Iteration 19Q: 3 clusters Score -859638.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -859669.750000 Penalty: 2871.490723
	Iteration 20F: 3 clusters Score -859669.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -859707.250000 Penalty: 2871.490723
	Iteration 21Q: 3 clusters Score -859707.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -859744.875000 Penalty: 2871.490723
	Iteration 22Q: 3 clusters Score -859744.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -859769.062500 Penalty: 2871.490723
	Iteration 23Q: 3 clusters Score -859769.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -859784.562500 Penalty: 2871.490723
	Iteration 24Q: 3 clusters Score -859784.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -859795.812500 Penalty: 2871.490723
	Iteration 25Q: 3 clusters Score -859795.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -859810.875000 Penalty: 2871.490723
	Iteration 26Q: 3 clusters Score -859810.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -859825.562500 Penalty: 2871.490723
	Iteration 27Q: 3 clusters Score -859825.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -859837.250000 Penalty: 2871.490723
	Iteration 28Q: 3 clusters Score -859837.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -859848.687500 Penalty: 2871.490723
	Iteration 29Q: 3 clusters Score -859848.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -859866.312500 Penalty: 2871.490723
	Iteration 30Q: 3 clusters Score -859866.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -859881.062500 Penalty: 2871.490723
	Iteration 31Q: 3 clusters Score -859881.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -859889.875000 Penalty: 2871.490723
	Iteration 32Q: 3 clusters Score -859889.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -859896.562500 Penalty: 2871.490723
	Iteration 33Q: 3 clusters Score -859896.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -859904.250000 Penalty: 2871.490723
	Iteration 34Q: 3 clusters Score -859904.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -859911.937500 Penalty: 2871.490723
	Iteration 35Q: 3 clusters Score -859911.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -859916.687500 Penalty: 2871.490723
	Iteration 36Q: 3 clusters Score -859916.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -859921.000000 Penalty: 2871.490723
	Iteration 37Q: 3 clusters Score -859921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -859929.125000 Penalty: 2871.490723
	Iteration 38Q: 3 clusters Score -859929.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -859938.062500 Penalty: 2871.490723
	Iteration 39Q: 3 clusters Score -859938.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -859944.000000 Penalty: 2871.490723
	Iteration 40F: 3 clusters Score -859944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -859947.000000 Penalty: 2871.490723
	Iteration 41Q: 3 clusters Score -859947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -859948.437500 Penalty: 2871.490723
	Iteration 42Q: 3 clusters Score -859948.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -859952.250000 Penalty: 2871.490723
	Iteration 43Q: 3 clusters Score -859952.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -859952.437500 Penalty: 2871.490723
	Iteration 44Q: 3 clusters Score -859952.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -859957.437500 Penalty: 2871.490723
	Iteration 45Q: 3 clusters Score -859957.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -859960.937500 Penalty: 2871.490723
	Iteration 46Q: 3 clusters Score -859960.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -859965.500000 Penalty: 2871.490723
	Iteration 47Q: 3 clusters Score -859965.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -859966.562500 Penalty: 2871.490723
	Iteration 48Q: 3 clusters Score -859966.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -859968.937500 Penalty: 2871.490723
	Iteration 49Q: 3 clusters Score -859968.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -859968.687500 Penalty: 2871.490723
	Iteration 50Q: 3 clusters Score -859968.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -859968.250000 Penalty: 2871.490723
	Iteration 51Q: 3 clusters Score -859968.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -859968.250000 Penalty: 2871.490723
	Iteration 52F: 3 clusters Score -859968.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Entering Unmasked Estep 
Score: -1009169.562500 Penalty: 1473.357666
	Iteration 0F: 2 clusters Score -1009170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1002805.062500 Penalty: 2946.715332
	Iteration 0F: 3 clusters Score -1002805 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1004770.625000 Penalty: 2946.715332
	Iteration 1F: 3 clusters Score -1004771 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1005005.187500 Penalty: 2946.715332
	Iteration 2F: 3 clusters Score -1005005 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1005220.750000 Penalty: 2946.715332
	Iteration 3F: 3 clusters Score -1005221 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1005469.875000 Penalty: 2946.715332
	Iteration 4Q: 3 clusters Score -1005470 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1005739.937500 Penalty: 2946.715332
	Iteration 5Q: 3 clusters Score -1005740 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1006019.437500 Penalty: 2946.715332
	Iteration 6Q: 3 clusters Score -1006019 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1006254.437500 Penalty: 2946.715332
	Iteration 7Q: 3 clusters Score -1006254 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1006413.000000 Penalty: 2946.715332
	Iteration 8Q: 3 clusters Score -1006413 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1006552.687500 Penalty: 2946.715332
	Iteration 9Q: 3 clusters Score -1006553 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1006643.750000 Penalty: 2946.715332
	Iteration 10Q: 3 clusters Score -1006644 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1006717.000000 Penalty: 2946.715332
	Iteration 11Q: 3 clusters Score -1006717 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1006799.312500 Penalty: 2946.715332
	Iteration 12Q: 3 clusters Score -1006799 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1006881.812500 Penalty: 2946.715332
	Iteration 13Q: 3 clusters Score -1006882 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1006970.187500 Penalty: 2946.715332
	Iteration 14Q: 3 clusters Score -1006970 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1007060.000000 Penalty: 2946.715332
	Iteration 15Q: 3 clusters Score -1007060 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1007142.687500 Penalty: 2946.715332
	Iteration 16Q: 3 clusters Score -1007143 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1007223.250000 Penalty: 2946.715332
	Iteration 17Q: 3 clusters Score -1007223 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1007309.312500 Penalty: 2946.715332
	Iteration 18Q: 3 clusters Score -1007309 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1007380.625000 Penalty: 2946.715332
	Iteration 19Q: 3 clusters Score -1007381 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1007444.375000 Penalty: 2946.715332
	Iteration 20F: 3 clusters Score -1007444 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1007507.062500 Penalty: 2946.715332
	Iteration 21Q: 3 clusters Score -1007507 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1007567.187500 Penalty: 2946.715332
	Iteration 22Q: 3 clusters Score -1007567 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1007616.562500 Penalty: 2946.715332
	Iteration 23Q: 3 clusters Score -1007617 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1007659.937500 Penalty: 2946.715332
	Iteration 24Q: 3 clusters Score -1007660 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1007699.937500 Penalty: 2946.715332
	Iteration 25Q: 3 clusters Score -1007700 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1007735.062500 Penalty: 2946.715332
	Iteration 26Q: 3 clusters Score -1007735 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1007764.187500 Penalty: 2946.715332
	Iteration 27Q: 3 clusters Score -1007764 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1007778.437500 Penalty: 2946.715332
	Iteration 28Q: 3 clusters Score -1007778 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1007800.562500 Penalty: 2946.715332
	Iteration 29Q: 3 clusters Score -1007801 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1007822.687500 Penalty: 2946.715332
	Iteration 30Q: 3 clusters Score -1007823 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1007833.375000 Penalty: 2946.715332
	Iteration 31Q: 3 clusters Score -1007833 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1007841.875000 Penalty: 2946.715332
	Iteration 32Q: 3 clusters Score -1007842 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1007850.312500 Penalty: 2946.715332
	Iteration 33Q: 3 clusters Score -1007850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1007852.125000 Penalty: 2946.715332
	Iteration 34Q: 3 clusters Score -1007852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1007853.312500 Penalty: 2946.715332
	Iteration 35Q: 3 clusters Score -1007853 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1007859.750000 Penalty: 2946.715332
	Iteration 36Q: 3 clusters Score -1007860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1007862.500000 Penalty: 2946.715332
	Iteration 37Q: 3 clusters Score -1007862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1007866.750000 Penalty: 2946.715332
	Iteration 38Q: 3 clusters Score -1007867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1007871.937500 Penalty: 2946.715332
	Iteration 39Q: 3 clusters Score -1007872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1007874.812500 Penalty: 2946.715332
	Iteration 40F: 3 clusters Score -1007875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1007879.125000 Penalty: 2946.715332
	Iteration 41Q: 3 clusters Score -1007879 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1007886.062500 Penalty: 2946.715332
	Iteration 42Q: 3 clusters Score -1007886 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1007895.312500 Penalty: 2946.715332
	Iteration 43Q: 3 clusters Score -1007895 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1007909.375000 Penalty: 2946.715332
	Iteration 44Q: 3 clusters Score -1007909 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1007919.125000 Penalty: 2946.715332
	Iteration 45Q: 3 clusters Score -1007919 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1007930.812500 Penalty: 2946.715332
	Iteration 46Q: 3 clusters Score -1007931 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1007942.187500 Penalty: 2946.715332
	Iteration 47Q: 3 clusters Score -1007942 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1007950.375000 Penalty: 2946.715332
	Iteration 48Q: 3 clusters Score -1007950 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1007964.937500 Penalty: 2946.715332
	Iteration 49Q: 3 clusters Score -1007965 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1007970.750000 Penalty: 2946.715332
	Iteration 50Q: 3 clusters Score -1007971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1007973.500000 Penalty: 2946.715332
	Iteration 51Q: 3 clusters Score -1007974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1007981.125000 Penalty: 2946.715332
	Iteration 52Q: 3 clusters Score -1007981 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1007987.750000 Penalty: 2946.715332
	Iteration 53Q: 3 clusters Score -1007988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1007992.187500 Penalty: 2946.715332
	Iteration 54Q: 3 clusters Score -1007992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1007997.437500 Penalty: 2946.715332
	Iteration 55Q: 3 clusters Score -1007997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1008001.062500 Penalty: 2946.715332
	Iteration 56Q: 3 clusters Score -1008001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1008002.500000 Penalty: 2946.715332
	Iteration 57Q: 3 clusters Score -1008002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1008005.000000 Penalty: 2946.715332
	Iteration 58Q: 3 clusters Score -1008005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1008010.375000 Penalty: 2946.715332
	Iteration 59Q: 3 clusters Score -1008010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1008016.000000 Penalty: 2946.715332
	Iteration 60F: 3 clusters Score -1008016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1008022.625000 Penalty: 2946.715332
	Iteration 61Q: 3 clusters Score -1008023 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1008027.937500 Penalty: 2946.715332
	Iteration 62Q: 3 clusters Score -1008028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1008035.562500 Penalty: 2946.715332
	Iteration 63Q: 3 clusters Score -1008036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1008044.437500 Penalty: 2946.715332
	Iteration 64Q: 3 clusters Score -1008044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1008056.000000 Penalty: 2946.715332
	Iteration 65Q: 3 clusters Score -1008056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1008064.125000 Penalty: 2946.715332
	Iteration 66Q: 3 clusters Score -1008064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1008072.937500 Penalty: 2946.715332
	Iteration 67Q: 3 clusters Score -1008073 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1008083.062500 Penalty: 2946.715332
	Iteration 68Q: 3 clusters Score -1008083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1008090.062500 Penalty: 2946.715332
	Iteration 69Q: 3 clusters Score -1008090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1008093.687500 Penalty: 2946.715332
	Iteration 70Q: 3 clusters Score -1008094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1008101.625000 Penalty: 2946.715332
	Iteration 71Q: 3 clusters Score -1008102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1008109.312500 Penalty: 2946.715332
	Iteration 72Q: 3 clusters Score -1008109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1008112.812500 Penalty: 2946.715332
	Iteration 73Q: 3 clusters Score -1008113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1008116.562500 Penalty: 2946.715332
	Iteration 74Q: 3 clusters Score -1008117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1008119.312500 Penalty: 2946.715332
	Iteration 75Q: 3 clusters Score -1008119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1008125.500000 Penalty: 2946.715332
	Iteration 76Q: 3 clusters Score -1008126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1008126.562500 Penalty: 2946.715332
	Iteration 77Q: 3 clusters Score -1008127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1008132.562500 Penalty: 2946.715332
	Iteration 78Q: 3 clusters Score -1008133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1008138.687500 Penalty: 2946.715332
	Iteration 79Q: 3 clusters Score -1008139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1008142.187500 Penalty: 2946.715332
	Iteration 80F: 3 clusters Score -1008142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1008148.000000 Penalty: 2946.715332
	Iteration 81Q: 3 clusters Score -1008148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1008155.562500 Penalty: 2946.715332
	Iteration 82Q: 3 clusters Score -1008156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1008160.062500 Penalty: 2946.715332
	Iteration 83Q: 3 clusters Score -1008160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1008160.812500 Penalty: 2946.715332
	Iteration 84Q: 3 clusters Score -1008161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1008164.937500 Penalty: 2946.715332
	Iteration 85Q: 3 clusters Score -1008165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1008166.812500 Penalty: 2946.715332
	Iteration 86Q: 3 clusters Score -1008167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1008168.312500 Penalty: 2946.715332
	Iteration 87Q: 3 clusters Score -1008168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1008171.812500 Penalty: 2946.715332
	Iteration 88Q: 3 clusters Score -1008172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1008174.062500 Penalty: 2946.715332
	Iteration 89Q: 3 clusters Score -1008174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1008175.937500 Penalty: 2946.715332
	Iteration 90Q: 3 clusters Score -1008176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1008183.000000 Penalty: 2946.715332
	Iteration 91Q: 3 clusters Score -1008183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1008183.125000 Penalty: 2946.715332
	Iteration 92Q: 3 clusters Score -1008183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1008185.437500 Penalty: 2946.715332
	Iteration 93Q: 3 clusters Score -1008185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1008187.125000 Penalty: 2946.715332
	Iteration 94Q: 3 clusters Score -1008187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1008187.812500 Penalty: 2946.715332
	Iteration 95Q: 3 clusters Score -1008188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1008191.625000 Penalty: 2946.715332
	Iteration 96Q: 3 clusters Score -1008192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1008191.500000 Penalty: 2946.715332
	Iteration 97Q: 3 clusters Score -1008192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1008192.125000 Penalty: 2946.715332
	Iteration 98Q: 3 clusters Score -1008192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1008193.812500 Penalty: 2946.715332
	Iteration 99Q: 3 clusters Score -1008194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1008193.125000 Penalty: 2946.715332
	Iteration 100F: 3 clusters Score -1008193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Entering Unmasked Estep 
Score: -3106447.500000 Penalty: 1642.387451
	Iteration 0F: 2 clusters Score -3106448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -3089828.500000 Penalty: 3284.774902
	Iteration 0F: 3 clusters Score -3089828 nChanged 11301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -3096207.750000 Penalty: 3284.774902
	Iteration 1F: 3 clusters Score -3096208 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -3096748.250000 Penalty: 3284.774902
	Iteration 2F: 3 clusters Score -3096748 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -3097315.250000 Penalty: 3284.774902
	Iteration 3Q: 3 clusters Score -3097315 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -3097893.000000 Penalty: 3284.774902
	Iteration 4F: 3 clusters Score -3097893 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -3098534.750000 Penalty: 3284.774902
	Iteration 5F: 3 clusters Score -3098535 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -3099185.250000 Penalty: 3284.774902
	Iteration 6F: 3 clusters Score -3099185 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -3099882.750000 Penalty: 3284.774902
	Iteration 7F: 3 clusters Score -3099883 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -3100652.250000 Penalty: 3284.774902
	Iteration 8F: 3 clusters Score -3100652 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -3101540.250000 Penalty: 3284.774902
	Iteration 9F: 3 clusters Score -3101540 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -3102188.000000 Penalty: 3284.774902
	Iteration 10Q: 3 clusters Score -3102188 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -3102535.750000 Penalty: 3284.774902
	Iteration 11Q: 3 clusters Score -3102536 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -3102733.500000 Penalty: 3284.774902
	Iteration 12Q: 3 clusters Score -3102734 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -3102875.000000 Penalty: 3284.774902
	Iteration 13Q: 3 clusters Score -3102875 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -3103034.500000 Penalty: 3284.774902
	Iteration 14Q: 3 clusters Score -3103034 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -3103155.750000 Penalty: 3284.774902
	Iteration 15Q: 3 clusters Score -3103156 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -3103309.750000 Penalty: 3284.774902
	Iteration 16Q: 3 clusters Score -3103310 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -3103460.750000 Penalty: 3284.774902
	Iteration 17Q: 3 clusters Score -3103461 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -3103635.500000 Penalty: 3284.774902
	Iteration 18Q: 3 clusters Score -3103636 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -3103789.250000 Penalty: 3284.774902
	Iteration 19Q: 3 clusters Score -3103789 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -3103948.000000 Penalty: 3284.774902
	Iteration 20F: 3 clusters Score -3103948 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -3104109.500000 Penalty: 3284.774902
	Iteration 21Q: 3 clusters Score -3104110 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -3104261.500000 Penalty: 3284.774902
	Iteration 22Q: 3 clusters Score -3104262 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -3104387.000000 Penalty: 3284.774902
	Iteration 23Q: 3 clusters Score -3104387 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -3104521.750000 Penalty: 3284.774902
	Iteration 24Q: 3 clusters Score -3104522 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -3104635.500000 Penalty: 3284.774902
	Iteration 25Q: 3 clusters Score -3104636 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -3104742.000000 Penalty: 3284.774902
	Iteration 26Q: 3 clusters Score -3104742 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -3104841.250000 Penalty: 3284.774902
	Iteration 27Q: 3 clusters Score -3104841 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -3104935.000000 Penalty: 3284.774902
	Iteration 28Q: 3 clusters Score -3104935 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -3105013.750000 Penalty: 3284.774902
	Iteration 29Q: 3 clusters Score -3105014 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -3105082.750000 Penalty: 3284.774902
	Iteration 30Q: 3 clusters Score -3105083 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -3105132.750000 Penalty: 3284.774902
	Iteration 31Q: 3 clusters Score -3105133 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -3105192.000000 Penalty: 3284.774902
	Iteration 32Q: 3 clusters Score -3105192 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -3105231.000000 Penalty: 3284.774902
	Iteration 33Q: 3 clusters Score -3105231 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -3105251.750000 Penalty: 3284.774902
	Iteration 34Q: 3 clusters Score -3105252 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3105294.750000 Penalty: 3284.774902
	Iteration 35Q: 3 clusters Score -3105295 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3105321.750000 Penalty: 3284.774902
	Iteration 36Q: 3 clusters Score -3105322 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3105355.500000 Penalty: 3284.774902
	Iteration 37Q: 3 clusters Score -3105356 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3105378.000000 Penalty: 3284.774902
	Iteration 38Q: 3 clusters Score -3105378 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3105405.750000 Penalty: 3284.774902
	Iteration 39Q: 3 clusters Score -3105406 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3105439.500000 Penalty: 3284.774902
	Iteration 40F: 3 clusters Score -3105440 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3105475.250000 Penalty: 3284.774902
	Iteration 41Q: 3 clusters Score -3105475 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3105512.750000 Penalty: 3284.774902
	Iteration 42Q: 3 clusters Score -3105513 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3105524.750000 Penalty: 3284.774902
	Iteration 43Q: 3 clusters Score -3105525 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3105543.750000 Penalty: 3284.774902
	Iteration 44Q: 3 clusters Score -3105544 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3105567.250000 Penalty: 3284.774902
	Iteration 45Q: 3 clusters Score -3105567 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3105584.750000 Penalty: 3284.774902
	Iteration 46Q: 3 clusters Score -3105585 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3105594.750000 Penalty: 3284.774902
	Iteration 47Q: 3 clusters Score -3105595 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3105595.750000 Penalty: 3284.774902
	Iteration 48Q: 3 clusters Score -3105596 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3105617.500000 Penalty: 3284.774902
	Iteration 49Q: 3 clusters Score -3105618 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3105638.750000 Penalty: 3284.774902
	Iteration 50Q: 3 clusters Score -3105639 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3105682.500000 Penalty: 3284.774902
	Iteration 51Q: 3 clusters Score -3105682 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3105720.500000 Penalty: 3284.774902
	Iteration 52Q: 3 clusters Score -3105720 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3105762.250000 Penalty: 3284.774902
	Iteration 53Q: 3 clusters Score -3105762 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3105804.250000 Penalty: 3284.774902
	Iteration 54Q: 3 clusters Score -3105804 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3105843.750000 Penalty: 3284.774902
	Iteration 55Q: 3 clusters Score -3105844 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3105898.500000 Penalty: 3284.774902
	Iteration 56Q: 3 clusters Score -3105898 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3105935.000000 Penalty: 3284.774902
	Iteration 57Q: 3 clusters Score -3105935 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3105960.250000 Penalty: 3284.774902
	Iteration 58Q: 3 clusters Score -3105960 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3105972.250000 Penalty: 3284.774902
	Iteration 59Q: 3 clusters Score -3105972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3105987.250000 Penalty: 3284.774902
	Iteration 60F: 3 clusters Score -3105987 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3105990.000000 Penalty: 3284.774902
	Iteration 61Q: 3 clusters Score -3105990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3106002.500000 Penalty: 3284.774902
	Iteration 62Q: 3 clusters Score -3106002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3106006.000000 Penalty: 3284.774902
	Iteration 63Q: 3 clusters Score -3106006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3106007.000000 Penalty: 3284.774902
	Iteration 64Q: 3 clusters Score -3106007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3106007.000000 Penalty: 3284.774902
	Iteration 65Q: 3 clusters Score -3106007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3106007.500000 Penalty: 3284.774902
	Iteration 66Q: 3 clusters Score -3106008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3106007.500000 Penalty: 3284.774902
	Iteration 67Q: 3 clusters Score -3106008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3106007.000000 Penalty: 3284.774902
	Iteration 68Q: 3 clusters Score -3106007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3106008.500000 Penalty: 3284.774902
	Iteration 69Q: 3 clusters Score -3106008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3106008.500000 Penalty: 3284.774902
	Iteration 70F: 3 clusters Score -3106008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -24714.265625 Penalty: 930.082581
	Iteration 0F: 2 clusters Score -24714.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -23882.560547 Penalty: 1860.165161
	Iteration 0F: 3 clusters Score -23882.56 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24086.966797 Penalty: 1860.165161
	Iteration 1F: 3 clusters Score -24086.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24205.105469 Penalty: 1860.165161
	Iteration 2F: 3 clusters Score -24205.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24337.117188 Penalty: 1860.165161
	Iteration 3F: 3 clusters Score -24337.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24396.529297 Penalty: 1860.165161
	Iteration 4F: 3 clusters Score -24396.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24436.826172 Penalty: 1860.165161
	Iteration 5Q: 3 clusters Score -24436.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24450.099609 Penalty: 1860.165161
	Iteration 6Q: 3 clusters Score -24450.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24487.580078 Penalty: 1860.165161
	Iteration 7Q: 3 clusters Score -24487.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24526.958984 Penalty: 1860.165161
	Iteration 8Q: 3 clusters Score -24526.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24555.042969 Penalty: 1860.165161
	Iteration 9Q: 3 clusters Score -24555.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24583.875000 Penalty: 1860.165161
	Iteration 10Q: 3 clusters Score -24583.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24591.554688 Penalty: 1860.165161
	Iteration 11Q: 3 clusters Score -24591.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24592.402344 Penalty: 1860.165161
	Iteration 12Q: 3 clusters Score -24592.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24596.146484 Penalty: 1860.165161
	Iteration 13Q: 3 clusters Score -24596.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24597.404297 Penalty: 1860.165161
	Iteration 14Q: 3 clusters Score -24597.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24598.207031 Penalty: 1860.165161
	Iteration 15Q: 3 clusters Score -24598.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24606.808594 Penalty: 1860.165161
	Iteration 16Q: 3 clusters Score -24606.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24638.822266 Penalty: 1860.165161
	Iteration 17Q: 3 clusters Score -24638.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24654.162109 Penalty: 1860.165161
	Iteration 18Q: 3 clusters Score -24654.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24655.998047 Penalty: 1860.165161
	Iteration 19F: 3 clusters Score -24656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24657.796875 Penalty: 1860.165161
	Iteration 20F: 3 clusters Score -24657.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Entering Unmasked Estep 
Score: -697648.375000 Penalty: 1402.111206
	Iteration 0F: 2 clusters Score -697648.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -693299.375000 Penalty: 2804.222412
	Iteration 0F: 3 clusters Score -693299.4 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -694561.500000 Penalty: 2804.222412
	Iteration 1F: 3 clusters Score -694561.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -694774.875000 Penalty: 2804.222412
	Iteration 2F: 3 clusters Score -694774.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -694921.062500 Penalty: 2804.222412
	Iteration 3F: 3 clusters Score -694921.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -695023.562500 Penalty: 2804.222412
	Iteration 4Q: 3 clusters Score -695023.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -695107.687500 Penalty: 2804.222412
	Iteration 5Q: 3 clusters Score -695107.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -695193.625000 Penalty: 2804.222412
	Iteration 6Q: 3 clusters Score -695193.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -695282.875000 Penalty: 2804.222412
	Iteration 7Q: 3 clusters Score -695282.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -695383.125000 Penalty: 2804.222412
	Iteration 8Q: 3 clusters Score -695383.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -695477.937500 Penalty: 2804.222412
	Iteration 9Q: 3 clusters Score -695477.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -695574.125000 Penalty: 2804.222412
	Iteration 10Q: 3 clusters Score -695574.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -695666.625000 Penalty: 2804.222412
	Iteration 11Q: 3 clusters Score -695666.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -695736.750000 Penalty: 2804.222412
	Iteration 12Q: 3 clusters Score -695736.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -695785.562500 Penalty: 2804.222412
	Iteration 13Q: 3 clusters Score -695785.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -695833.312500 Penalty: 2804.222412
	Iteration 14Q: 3 clusters Score -695833.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -695876.562500 Penalty: 2804.222412
	Iteration 15Q: 3 clusters Score -695876.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -695917.250000 Penalty: 2804.222412
	Iteration 16Q: 3 clusters Score -695917.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -695958.062500 Penalty: 2804.222412
	Iteration 17Q: 3 clusters Score -695958.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -696007.375000 Penalty: 2804.222412
	Iteration 18Q: 3 clusters Score -696007.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -696051.375000 Penalty: 2804.222412
	Iteration 19Q: 3 clusters Score -696051.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -696089.562500 Penalty: 2804.222412
	Iteration 20F: 3 clusters Score -696089.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -696123.000000 Penalty: 2804.222412
	Iteration 21Q: 3 clusters Score -696123 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -696149.312500 Penalty: 2804.222412
	Iteration 22Q: 3 clusters Score -696149.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -696174.687500 Penalty: 2804.222412
	Iteration 23Q: 3 clusters Score -696174.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -696195.312500 Penalty: 2804.222412
	Iteration 24Q: 3 clusters Score -696195.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -696215.125000 Penalty: 2804.222412
	Iteration 25Q: 3 clusters Score -696215.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -696232.750000 Penalty: 2804.222412
	Iteration 26Q: 3 clusters Score -696232.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -696249.375000 Penalty: 2804.222412
	Iteration 27Q: 3 clusters Score -696249.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -696271.562500 Penalty: 2804.222412
	Iteration 28Q: 3 clusters Score -696271.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -696291.500000 Penalty: 2804.222412
	Iteration 29Q: 3 clusters Score -696291.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -696310.562500 Penalty: 2804.222412
	Iteration 30Q: 3 clusters Score -696310.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -696328.812500 Penalty: 2804.222412
	Iteration 31Q: 3 clusters Score -696328.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -696344.625000 Penalty: 2804.222412
	Iteration 32Q: 3 clusters Score -696344.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -696359.250000 Penalty: 2804.222412
	Iteration 33Q: 3 clusters Score -696359.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -696368.687500 Penalty: 2804.222412
	Iteration 34Q: 3 clusters Score -696368.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -696374.312500 Penalty: 2804.222412
	Iteration 35Q: 3 clusters Score -696374.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -696382.750000 Penalty: 2804.222412
	Iteration 36Q: 3 clusters Score -696382.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -696387.937500 Penalty: 2804.222412
	Iteration 37Q: 3 clusters Score -696387.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -696394.562500 Penalty: 2804.222412
	Iteration 38Q: 3 clusters Score -696394.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -696400.125000 Penalty: 2804.222412
	Iteration 39Q: 3 clusters Score -696400.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -696412.000000 Penalty: 2804.222412
	Iteration 40F: 3 clusters Score -696412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -696415.562500 Penalty: 2804.222412
	Iteration 41Q: 3 clusters Score -696415.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -696419.562500 Penalty: 2804.222412
	Iteration 42Q: 3 clusters Score -696419.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -696419.750000 Penalty: 2804.222412
	Iteration 43Q: 3 clusters Score -696419.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -696423.187500 Penalty: 2804.222412
	Iteration 44Q: 3 clusters Score -696423.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -696425.562500 Penalty: 2804.222412
	Iteration 45Q: 3 clusters Score -696425.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -696427.000000 Penalty: 2804.222412
	Iteration 46Q: 3 clusters Score -696427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -696428.062500 Penalty: 2804.222412
	Iteration 47Q: 3 clusters Score -696428.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -696430.500000 Penalty: 2804.222412
	Iteration 48Q: 3 clusters Score -696430.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -696430.375000 Penalty: 2804.222412
	Iteration 49Q: 3 clusters Score -696430.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -696433.250000 Penalty: 2804.222412
	Iteration 50Q: 3 clusters Score -696433.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -696436.375000 Penalty: 2804.222412
	Iteration 51Q: 3 clusters Score -696436.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -696438.500000 Penalty: 2804.222412
	Iteration 52Q: 3 clusters Score -696438.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -696441.062500 Penalty: 2804.222412
	Iteration 53Q: 3 clusters Score -696441.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -696443.187500 Penalty: 2804.222412
	Iteration 54Q: 3 clusters Score -696443.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -696443.812500 Penalty: 2804.222412
	Iteration 55Q: 3 clusters Score -696443.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -696444.875000 Penalty: 2804.222412
	Iteration 56Q: 3 clusters Score -696444.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -696446.812500 Penalty: 2804.222412
	Iteration 57Q: 3 clusters Score -696446.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -696448.812500 Penalty: 2804.222412
	Iteration 58Q: 3 clusters Score -696448.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -696451.625000 Penalty: 2804.222412
	Iteration 59Q: 3 clusters Score -696451.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -696456.500000 Penalty: 2804.222412
	Iteration 60F: 3 clusters Score -696456.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -696458.812500 Penalty: 2804.222412
	Iteration 61Q: 3 clusters Score -696458.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -696460.750000 Penalty: 2804.222412
	Iteration 62Q: 3 clusters Score -696460.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -696462.375000 Penalty: 2804.222412
	Iteration 63Q: 3 clusters Score -696462.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -696463.000000 Penalty: 2804.222412
	Iteration 64Q: 3 clusters Score -696463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -696464.312500 Penalty: 2804.222412
	Iteration 65Q: 3 clusters Score -696464.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -696467.812500 Penalty: 2804.222412
	Iteration 66Q: 3 clusters Score -696467.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -696469.500000 Penalty: 2804.222412
	Iteration 67Q: 3 clusters Score -696469.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -696472.687500 Penalty: 2804.222412
	Iteration 68Q: 3 clusters Score -696472.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -696473.000000 Penalty: 2804.222412
	Iteration 69Q: 3 clusters Score -696473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -696476.187500 Penalty: 2804.222412
	Iteration 70Q: 3 clusters Score -696476.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -696479.562500 Penalty: 2804.222412
	Iteration 71Q: 3 clusters Score -696479.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -696480.187500 Penalty: 2804.222412
	Iteration 72Q: 3 clusters Score -696480.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -696483.625000 Penalty: 2804.222412
	Iteration 73Q: 3 clusters Score -696483.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -696484.687500 Penalty: 2804.222412
	Iteration 74Q: 3 clusters Score -696484.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -696486.375000 Penalty: 2804.222412
	Iteration 75Q: 3 clusters Score -696486.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -696488.687500 Penalty: 2804.222412
	Iteration 76Q: 3 clusters Score -696488.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -696489.437500 Penalty: 2804.222412
	Iteration 77Q: 3 clusters Score -696489.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -696490.125000 Penalty: 2804.222412
	Iteration 78Q: 3 clusters Score -696490.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -696489.500000 Penalty: 2804.222412
	Iteration 79Q: 3 clusters Score -696489.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -696492.937500 Penalty: 2804.222412
	Iteration 80F: 3 clusters Score -696492.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -696490.000000 Penalty: 2804.222412
	Iteration 81Q: 3 clusters Score -696490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -696490.000000 Penalty: 2804.222412
	Iteration 82F: 3 clusters Score -696490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Entering Unmasked Estep 
Score: -352924.031250 Penalty: 1296.029175
	Iteration 0F: 2 clusters Score -352924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -350219.500000 Penalty: 2592.058350
	Iteration 0F: 3 clusters Score -350219.5 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -350869.656250 Penalty: 2592.058350
	Iteration 1F: 3 clusters Score -350869.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -351037.093750 Penalty: 2592.058350
	Iteration 2F: 3 clusters Score -351037.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -351142.031250 Penalty: 2592.058350
	Iteration 3F: 3 clusters Score -351142 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -351199.000000 Penalty: 2592.058350
	Iteration 4Q: 3 clusters Score -351199 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -351247.781250 Penalty: 2592.058350
	Iteration 5Q: 3 clusters Score -351247.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -351296.062500 Penalty: 2592.058350
	Iteration 6Q: 3 clusters Score -351296.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -351347.593750 Penalty: 2592.058350
	Iteration 7Q: 3 clusters Score -351347.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -351400.312500 Penalty: 2592.058350
	Iteration 8Q: 3 clusters Score -351400.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -351458.218750 Penalty: 2592.058350
	Iteration 9Q: 3 clusters Score -351458.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -351506.406250 Penalty: 2592.058350
	Iteration 10Q: 3 clusters Score -351506.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -351556.281250 Penalty: 2592.058350
	Iteration 11Q: 3 clusters Score -351556.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -351592.500000 Penalty: 2592.058350
	Iteration 12Q: 3 clusters Score -351592.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -351623.250000 Penalty: 2592.058350
	Iteration 13Q: 3 clusters Score -351623.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -351651.000000 Penalty: 2592.058350
	Iteration 14Q: 3 clusters Score -351651 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -351669.875000 Penalty: 2592.058350
	Iteration 15Q: 3 clusters Score -351669.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -351682.437500 Penalty: 2592.058350
	Iteration 16Q: 3 clusters Score -351682.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -351694.281250 Penalty: 2592.058350
	Iteration 17Q: 3 clusters Score -351694.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -351709.562500 Penalty: 2592.058350
	Iteration 18Q: 3 clusters Score -351709.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -351725.687500 Penalty: 2592.058350
	Iteration 19Q: 3 clusters Score -351725.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -351742.468750 Penalty: 2592.058350
	Iteration 20F: 3 clusters Score -351742.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -351761.875000 Penalty: 2592.058350
	Iteration 21Q: 3 clusters Score -351761.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -351776.437500 Penalty: 2592.058350
	Iteration 22Q: 3 clusters Score -351776.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -351798.031250 Penalty: 2592.058350
	Iteration 23Q: 3 clusters Score -351798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -351814.687500 Penalty: 2592.058350
	Iteration 24Q: 3 clusters Score -351814.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -351827.750000 Penalty: 2592.058350
	Iteration 25Q: 3 clusters Score -351827.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -351838.031250 Penalty: 2592.058350
	Iteration 26Q: 3 clusters Score -351838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -351849.000000 Penalty: 2592.058350
	Iteration 27Q: 3 clusters Score -351849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -351861.562500 Penalty: 2592.058350
	Iteration 28Q: 3 clusters Score -351861.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -351870.593750 Penalty: 2592.058350
	Iteration 29Q: 3 clusters Score -351870.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -351879.906250 Penalty: 2592.058350
	Iteration 30Q: 3 clusters Score -351879.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -351889.562500 Penalty: 2592.058350
	Iteration 31Q: 3 clusters Score -351889.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -351906.625000 Penalty: 2592.058350
	Iteration 32Q: 3 clusters Score -351906.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -351914.843750 Penalty: 2592.058350
	Iteration 33Q: 3 clusters Score -351914.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -351919.875000 Penalty: 2592.058350
	Iteration 34Q: 3 clusters Score -351919.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -351925.437500 Penalty: 2592.058350
	Iteration 35Q: 3 clusters Score -351925.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -351930.531250 Penalty: 2592.058350
	Iteration 36Q: 3 clusters Score -351930.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -351937.843750 Penalty: 2592.058350
	Iteration 37Q: 3 clusters Score -351937.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -351943.343750 Penalty: 2592.058350
	Iteration 38Q: 3 clusters Score -351943.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -351948.250000 Penalty: 2592.058350
	Iteration 39Q: 3 clusters Score -351948.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -351953.093750 Penalty: 2592.058350
	Iteration 40F: 3 clusters Score -351953.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -351957.812500 Penalty: 2592.058350
	Iteration 41Q: 3 clusters Score -351957.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -351964.625000 Penalty: 2592.058350
	Iteration 42Q: 3 clusters Score -351964.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -351969.625000 Penalty: 2592.058350
	Iteration 43Q: 3 clusters Score -351969.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -351977.250000 Penalty: 2592.058350
	Iteration 44Q: 3 clusters Score -351977.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -351981.843750 Penalty: 2592.058350
	Iteration 45Q: 3 clusters Score -351981.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -351988.500000 Penalty: 2592.058350
	Iteration 46Q: 3 clusters Score -351988.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -351994.218750 Penalty: 2592.058350
	Iteration 47Q: 3 clusters Score -351994.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -352001.218750 Penalty: 2592.058350
	Iteration 48Q: 3 clusters Score -352001.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -352009.312500 Penalty: 2592.058350
	Iteration 49Q: 3 clusters Score -352009.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -352023.156250 Penalty: 2592.058350
	Iteration 50Q: 3 clusters Score -352023.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -352029.500000 Penalty: 2592.058350
	Iteration 51Q: 3 clusters Score -352029.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -352037.000000 Penalty: 2592.058350
	Iteration 52Q: 3 clusters Score -352037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -352048.500000 Penalty: 2592.058350
	Iteration 53Q: 3 clusters Score -352048.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -352059.656250 Penalty: 2592.058350
	Iteration 54Q: 3 clusters Score -352059.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -352075.750000 Penalty: 2592.058350
	Iteration 55Q: 3 clusters Score -352075.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -352096.750000 Penalty: 2592.058350
	Iteration 56Q: 3 clusters Score -352096.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -352114.500000 Penalty: 2592.058350
	Iteration 57Q: 3 clusters Score -352114.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -352127.875000 Penalty: 2592.058350
	Iteration 58Q: 3 clusters Score -352127.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -352158.343750 Penalty: 2592.058350
	Iteration 59Q: 3 clusters Score -352158.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -352186.968750 Penalty: 2592.058350
	Iteration 60F: 3 clusters Score -352187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -352213.937500 Penalty: 2592.058350
	Iteration 61Q: 3 clusters Score -352213.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -352228.156250 Penalty: 2592.058350
	Iteration 62Q: 3 clusters Score -352228.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -352233.000000 Penalty: 2592.058350
	Iteration 63Q: 3 clusters Score -352233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -352236.250000 Penalty: 2592.058350
	Iteration 64Q: 3 clusters Score -352236.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -352238.125000 Penalty: 2592.058350
	Iteration 65Q: 3 clusters Score -352238.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -352238.375000 Penalty: 2592.058350
	Iteration 66Q: 3 clusters Score -352238.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -352238.375000 Penalty: 2592.058350
	Iteration 67F: 3 clusters Score -352238.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (53204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53204 members 
Entering Unmasked Estep 
Score: -6508050.000000 Penalty: 1768.307007
	Iteration 0F: 2 clusters Score -6508050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -6472454.500000 Penalty: 3536.614014
	Iteration 0F: 3 clusters Score -6472454 nChanged 25085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -6486762.500000 Penalty: 3536.614014
	Iteration 1F: 3 clusters Score -6486762 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -6487463.500000 Penalty: 3536.614014
	Iteration 2Q: 3 clusters Score -6487464 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -6488370.500000 Penalty: 3536.614014
	Iteration 3Q: 3 clusters Score -6488370 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -6489796.000000 Penalty: 3536.614014
	Iteration 4F: 3 clusters Score -6489796 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -6492144.500000 Penalty: 3536.614014
	Iteration 5F: 3 clusters Score -6492144 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -6495530.500000 Penalty: 3536.614014
	Iteration 6F: 3 clusters Score -6495530 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -6499398.500000 Penalty: 3536.614014
	Iteration 7F: 3 clusters Score -6499398 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48764 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -6502651.500000 Penalty: 3536.614014
	Iteration 8F: 3 clusters Score -6502652 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -6504603.500000 Penalty: 3536.614014
	Iteration 9Q: 3 clusters Score -6504604 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52038 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6505523.000000 Penalty: 3536.614014
	Iteration 10Q: 3 clusters Score -6505523 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52564 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -6505968.000000 Penalty: 3536.614014
	Iteration 11Q: 3 clusters Score -6505968 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52801 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6506209.000000 Penalty: 3536.614014
	Iteration 12Q: 3 clusters Score -6506209 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52900 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6506291.000000 Penalty: 3536.614014
	Iteration 13Q: 3 clusters Score -6506291 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52939 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6506355.000000 Penalty: 3536.614014
	Iteration 14Q: 3 clusters Score -6506355 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52957 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6506391.000000 Penalty: 3536.614014
	Iteration 15Q: 3 clusters Score -6506391 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6506412.000000 Penalty: 3536.614014
	Iteration 16Q: 3 clusters Score -6506412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52975 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6506427.000000 Penalty: 3536.614014
	Iteration 17Q: 3 clusters Score -6506427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -6506444.500000 Penalty: 3536.614014
	Iteration 18Q: 3 clusters Score -6506444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52988 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -6506462.500000 Penalty: 3536.614014
	Iteration 19Q: 3 clusters Score -6506462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -6506472.000000 Penalty: 3536.614014
	Iteration 20F: 3 clusters Score -6506472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -6506480.000000 Penalty: 3536.614014
	Iteration 21Q: 3 clusters Score -6506480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52991 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -6506481.500000 Penalty: 3536.614014
	Iteration 22Q: 3 clusters Score -6506482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52991 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -6506481.500000 Penalty: 3536.614014
	Iteration 23F: 3 clusters Score -6506482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -146740.265625 Penalty: 1173.785522
	Iteration 0F: 2 clusters Score -146740.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -145065.750000 Penalty: 2347.571045
	Iteration 0F: 3 clusters Score -145065.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -145634.625000 Penalty: 2347.571045
	Iteration 1F: 3 clusters Score -145634.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -145939.765625 Penalty: 2347.571045
	Iteration 2F: 3 clusters Score -145939.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -146142.265625 Penalty: 2347.571045
	Iteration 3F: 3 clusters Score -146142.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -146274.062500 Penalty: 2347.571045
	Iteration 4F: 3 clusters Score -146274.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -146344.171875 Penalty: 2347.571045
	Iteration 5Q: 3 clusters Score -146344.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -146401.437500 Penalty: 2347.571045
	Iteration 6Q: 3 clusters Score -146401.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -146458.546875 Penalty: 2347.571045
	Iteration 7Q: 3 clusters Score -146458.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -146500.281250 Penalty: 2347.571045
	Iteration 8Q: 3 clusters Score -146500.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -146513.281250 Penalty: 2347.571045
	Iteration 9Q: 3 clusters Score -146513.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -146520.578125 Penalty: 2347.571045
	Iteration 10Q: 3 clusters Score -146520.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -146524.500000 Penalty: 2347.571045
	Iteration 11Q: 3 clusters Score -146524.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -146526.250000 Penalty: 2347.571045
	Iteration 12Q: 3 clusters Score -146526.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -146527.406250 Penalty: 2347.571045
	Iteration 13Q: 3 clusters Score -146527.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -146527.406250 Penalty: 2347.571045
	Iteration 14Q: 3 clusters Score -146527.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -146527.406250 Penalty: 2347.571045
	Iteration 15F: 3 clusters Score -146527.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Entering Unmasked Estep 
Score: -622688.187500 Penalty: 1384.043823
	Iteration 0F: 2 clusters Score -622688.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -618714.937500 Penalty: 2768.087646
	Iteration 0F: 3 clusters Score -618714.9 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -619799.812500 Penalty: 2768.087646
	Iteration 1F: 3 clusters Score -619799.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -619961.375000 Penalty: 2768.087646
	Iteration 2F: 3 clusters Score -619961.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -620069.000000 Penalty: 2768.087646
	Iteration 3Q: 3 clusters Score -620069 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -620138.062500 Penalty: 2768.087646
	Iteration 4Q: 3 clusters Score -620138.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -620194.437500 Penalty: 2768.087646
	Iteration 5Q: 3 clusters Score -620194.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -620243.312500 Penalty: 2768.087646
	Iteration 6Q: 3 clusters Score -620243.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -620301.937500 Penalty: 2768.087646
	Iteration 7Q: 3 clusters Score -620301.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -620360.312500 Penalty: 2768.087646
	Iteration 8Q: 3 clusters Score -620360.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -620407.500000 Penalty: 2768.087646
	Iteration 9Q: 3 clusters Score -620407.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -620446.437500 Penalty: 2768.087646
	Iteration 10Q: 3 clusters Score -620446.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -620491.437500 Penalty: 2768.087646
	Iteration 11Q: 3 clusters Score -620491.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -620540.250000 Penalty: 2768.087646
	Iteration 12Q: 3 clusters Score -620540.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -620596.250000 Penalty: 2768.087646
	Iteration 13Q: 3 clusters Score -620596.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -620676.437500 Penalty: 2768.087646
	Iteration 14Q: 3 clusters Score -620676.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -620764.687500 Penalty: 2768.087646
	Iteration 15Q: 3 clusters Score -620764.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -620836.375000 Penalty: 2768.087646
	Iteration 16Q: 3 clusters Score -620836.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -620911.312500 Penalty: 2768.087646
	Iteration 17Q: 3 clusters Score -620911.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -620988.437500 Penalty: 2768.087646
	Iteration 18Q: 3 clusters Score -620988.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -621060.187500 Penalty: 2768.087646
	Iteration 19Q: 3 clusters Score -621060.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -621109.437500 Penalty: 2768.087646
	Iteration 20F: 3 clusters Score -621109.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -621146.562500 Penalty: 2768.087646
	Iteration 21Q: 3 clusters Score -621146.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -621176.625000 Penalty: 2768.087646
	Iteration 22Q: 3 clusters Score -621176.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -621201.875000 Penalty: 2768.087646
	Iteration 23Q: 3 clusters Score -621201.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -621221.437500 Penalty: 2768.087646
	Iteration 24Q: 3 clusters Score -621221.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -621234.625000 Penalty: 2768.087646
	Iteration 25Q: 3 clusters Score -621234.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -621251.437500 Penalty: 2768.087646
	Iteration 26Q: 3 clusters Score -621251.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -621266.187500 Penalty: 2768.087646
	Iteration 27Q: 3 clusters Score -621266.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -621279.250000 Penalty: 2768.087646
	Iteration 28Q: 3 clusters Score -621279.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -621287.312500 Penalty: 2768.087646
	Iteration 29Q: 3 clusters Score -621287.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -621297.625000 Penalty: 2768.087646
	Iteration 30Q: 3 clusters Score -621297.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -621305.500000 Penalty: 2768.087646
	Iteration 31Q: 3 clusters Score -621305.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -621313.625000 Penalty: 2768.087646
	Iteration 32Q: 3 clusters Score -621313.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -621318.062500 Penalty: 2768.087646
	Iteration 33Q: 3 clusters Score -621318.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -621324.312500 Penalty: 2768.087646
	Iteration 34Q: 3 clusters Score -621324.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -621330.937500 Penalty: 2768.087646
	Iteration 35Q: 3 clusters Score -621330.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -621335.562500 Penalty: 2768.087646
	Iteration 36Q: 3 clusters Score -621335.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -621345.437500 Penalty: 2768.087646
	Iteration 37Q: 3 clusters Score -621345.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -621352.125000 Penalty: 2768.087646
	Iteration 38Q: 3 clusters Score -621352.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -621354.437500 Penalty: 2768.087646
	Iteration 39Q: 3 clusters Score -621354.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -621356.625000 Penalty: 2768.087646
	Iteration 40F: 3 clusters Score -621356.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -621357.562500 Penalty: 2768.087646
	Iteration 41Q: 3 clusters Score -621357.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -621361.062500 Penalty: 2768.087646
	Iteration 42Q: 3 clusters Score -621361.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -621365.000000 Penalty: 2768.087646
	Iteration 43Q: 3 clusters Score -621365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -621365.812500 Penalty: 2768.087646
	Iteration 44Q: 3 clusters Score -621365.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -621368.437500 Penalty: 2768.087646
	Iteration 45Q: 3 clusters Score -621368.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -621371.500000 Penalty: 2768.087646
	Iteration 46Q: 3 clusters Score -621371.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -621373.562500 Penalty: 2768.087646
	Iteration 47Q: 3 clusters Score -621373.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -621374.062500 Penalty: 2768.087646
	Iteration 48Q: 3 clusters Score -621374.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -621374.812500 Penalty: 2768.087646
	Iteration 49Q: 3 clusters Score -621374.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -621374.812500 Penalty: 2768.087646
	Iteration 50F: 3 clusters Score -621374.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Entering Unmasked Estep 
Score: -1187217.000000 Penalty: 1489.775757
	Iteration 0F: 2 clusters Score -1187217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1180383.250000 Penalty: 2979.551514
	Iteration 0F: 3 clusters Score -1180383 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1182537.750000 Penalty: 2979.551514
	Iteration 1F: 3 clusters Score -1182538 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1182808.625000 Penalty: 2979.551514
	Iteration 2F: 3 clusters Score -1182809 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1183099.125000 Penalty: 2979.551514
	Iteration 3F: 3 clusters Score -1183099 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1183392.625000 Penalty: 2979.551514
	Iteration 4F: 3 clusters Score -1183393 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1183685.250000 Penalty: 2979.551514
	Iteration 5F: 3 clusters Score -1183685 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1183986.625000 Penalty: 2979.551514
	Iteration 6F: 3 clusters Score -1183987 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1184281.500000 Penalty: 2979.551514
	Iteration 7F: 3 clusters Score -1184282 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1184592.250000 Penalty: 2979.551514
	Iteration 8Q: 3 clusters Score -1184592 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1184868.625000 Penalty: 2979.551514
	Iteration 9Q: 3 clusters Score -1184869 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1185117.500000 Penalty: 2979.551514
	Iteration 10Q: 3 clusters Score -1185118 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1185323.625000 Penalty: 2979.551514
	Iteration 11Q: 3 clusters Score -1185324 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1185488.000000 Penalty: 2979.551514
	Iteration 12Q: 3 clusters Score -1185488 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1185591.750000 Penalty: 2979.551514
	Iteration 13Q: 3 clusters Score -1185592 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1185685.000000 Penalty: 2979.551514
	Iteration 14Q: 3 clusters Score -1185685 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1185759.625000 Penalty: 2979.551514
	Iteration 15Q: 3 clusters Score -1185760 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1185820.750000 Penalty: 2979.551514
	Iteration 16Q: 3 clusters Score -1185821 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1185870.750000 Penalty: 2979.551514
	Iteration 17Q: 3 clusters Score -1185871 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1185904.125000 Penalty: 2979.551514
	Iteration 18Q: 3 clusters Score -1185904 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1185933.750000 Penalty: 2979.551514
	Iteration 19Q: 3 clusters Score -1185934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1185953.125000 Penalty: 2979.551514
	Iteration 20F: 3 clusters Score -1185953 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1185975.625000 Penalty: 2979.551514
	Iteration 21Q: 3 clusters Score -1185976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1185987.000000 Penalty: 2979.551514
	Iteration 22Q: 3 clusters Score -1185987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1185996.500000 Penalty: 2979.551514
	Iteration 23Q: 3 clusters Score -1185996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1186002.875000 Penalty: 2979.551514
	Iteration 24Q: 3 clusters Score -1186003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1186011.125000 Penalty: 2979.551514
	Iteration 25Q: 3 clusters Score -1186011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1186017.625000 Penalty: 2979.551514
	Iteration 26Q: 3 clusters Score -1186018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1186021.625000 Penalty: 2979.551514
	Iteration 27Q: 3 clusters Score -1186022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1186033.250000 Penalty: 2979.551514
	Iteration 28Q: 3 clusters Score -1186033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1186036.250000 Penalty: 2979.551514
	Iteration 29Q: 3 clusters Score -1186036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1186038.625000 Penalty: 2979.551514
	Iteration 30Q: 3 clusters Score -1186039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1186040.750000 Penalty: 2979.551514
	Iteration 31Q: 3 clusters Score -1186041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1186044.000000 Penalty: 2979.551514
	Iteration 32Q: 3 clusters Score -1186044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1186045.875000 Penalty: 2979.551514
	Iteration 33Q: 3 clusters Score -1186046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1186045.875000 Penalty: 2979.551514
	Iteration 34F: 3 clusters Score -1186046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -9936924.000000 Penalty: 1837.831421
	Iteration 0F: 2 clusters Score -9936924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -9882327.000000 Penalty: 3675.662842
	Iteration 0F: 3 clusters Score -9882327 nChanged 38954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -9905604.000000 Penalty: 3675.662842
	Iteration 1F: 3 clusters Score -9905604 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -9906912.000000 Penalty: 3675.662842
	Iteration 2Q: 3 clusters Score -9906912 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -9908732.000000 Penalty: 3675.662842
	Iteration 3F: 3 clusters Score -9908732 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 54811 members 
Entering Unmasked Estep 
Score: -9911661.000000 Penalty: 3675.662842
	Iteration 4F: 3 clusters Score -9911661 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 60474 members 
Entering Unmasked Estep 
Score: -9915862.000000 Penalty: 3675.662842
	Iteration 5F: 3 clusters Score -9915862 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 66934 members 
Entering Unmasked Estep 
Score: -9921429.000000 Penalty: 3675.662842
	Iteration 6F: 3 clusters Score -9921429 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 73114 members 
Entering Unmasked Estep 
Score: -9927148.000000 Penalty: 3675.662842
	Iteration 7F: 3 clusters Score -9927148 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 77603 members 
Entering Unmasked Estep 
Score: -9931599.000000 Penalty: 3675.662842
	Iteration 8F: 3 clusters Score -9931599 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 79960 members 
Entering Unmasked Estep 
Score: -9933854.000000 Penalty: 3675.662842
	Iteration 9Q: 3 clusters Score -9933854 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 80927 members 
Entering Unmasked Estep 
Score: -9934732.000000 Penalty: 3675.662842
	Iteration 10Q: 3 clusters Score -9934732 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 81218 members 
Entering Unmasked Estep 
Score: -9935068.000000 Penalty: 3675.662842
	Iteration 11Q: 3 clusters Score -9935068 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 81307 members 
Entering Unmasked Estep 
Score: -9935203.000000 Penalty: 3675.662842
	Iteration 12Q: 3 clusters Score -9935203 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 81326 members 
Entering Unmasked Estep 
Score: -9935290.000000 Penalty: 3675.662842
	Iteration 13Q: 3 clusters Score -9935290 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 81343 members 
Entering Unmasked Estep 
Score: -9935335.000000 Penalty: 3675.662842
	Iteration 14Q: 3 clusters Score -9935335 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 81348 members 
Entering Unmasked Estep 
Score: -9935363.000000 Penalty: 3675.662842
	Iteration 15Q: 3 clusters Score -9935363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 81349 members 
Entering Unmasked Estep 
Score: -9935391.000000 Penalty: 3675.662842
	Iteration 16Q: 3 clusters Score -9935391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 81350 members 
Entering Unmasked Estep 
Score: -9935406.000000 Penalty: 3675.662842
	Iteration 17Q: 3 clusters Score -9935406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 81344 members 
Entering Unmasked Estep 
Score: -9935420.000000 Penalty: 3675.662842
	Iteration 18Q: 3 clusters Score -9935420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 81344 members 
Entering Unmasked Estep 
Score: -9935425.000000 Penalty: 3675.662842
	Iteration 19Q: 3 clusters Score -9935425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 81343 members 
Entering Unmasked Estep 
Score: -9935425.000000 Penalty: 3675.662842
	Iteration 20F: 3 clusters Score -9935425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 81341 members 
Entering Unmasked Estep 
Score: -9935423.000000 Penalty: 3675.662842
	Iteration 21Q: 3 clusters Score -9935423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 81340 members 
Entering Unmasked Estep 
Score: -9935429.000000 Penalty: 3675.662842
	Iteration 22Q: 3 clusters Score -9935429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 81341 members 
Entering Unmasked Estep 
Score: -9935427.000000 Penalty: 3675.662842
	Iteration 23Q: 3 clusters Score -9935427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 81341 members 
Entering Unmasked Estep 
Score: -9935427.000000 Penalty: 3675.662842
	Iteration 24F: 3 clusters Score -9935427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (35894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Entering Unmasked Estep 
Score: -4474156.500000 Penalty: 1704.352783
	Iteration 0F: 2 clusters Score -4474156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -4450140.500000 Penalty: 3408.705566
	Iteration 0F: 3 clusters Score -4450140 nChanged 16560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -4459714.500000 Penalty: 3408.705566
	Iteration 1F: 3 clusters Score -4459714 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -4460501.000000 Penalty: 3408.705566
	Iteration 2F: 3 clusters Score -4460501 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -4461456.000000 Penalty: 3408.705566
	Iteration 3F: 3 clusters Score -4461456 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -4462648.000000 Penalty: 3408.705566
	Iteration 4F: 3 clusters Score -4462648 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -4464164.500000 Penalty: 3408.705566
	Iteration 5F: 3 clusters Score -4464164 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -4465991.000000 Penalty: 3408.705566
	Iteration 6F: 3 clusters Score -4465991 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -4467898.000000 Penalty: 3408.705566
	Iteration 7F: 3 clusters Score -4467898 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -4469653.000000 Penalty: 3408.705566
	Iteration 8F: 3 clusters Score -4469653 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -4470926.000000 Penalty: 3408.705566
	Iteration 9Q: 3 clusters Score -4470926 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4471640.500000 Penalty: 3408.705566
	Iteration 10Q: 3 clusters Score -4471640 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4472104.000000 Penalty: 3408.705566
	Iteration 11Q: 3 clusters Score -4472104 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4472331.000000 Penalty: 3408.705566
	Iteration 12Q: 3 clusters Score -4472331 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4472480.500000 Penalty: 3408.705566
	Iteration 13Q: 3 clusters Score -4472480 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4472577.000000 Penalty: 3408.705566
	Iteration 14Q: 3 clusters Score -4472577 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4472618.000000 Penalty: 3408.705566
	Iteration 15Q: 3 clusters Score -4472618 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4472661.500000 Penalty: 3408.705566
	Iteration 16Q: 3 clusters Score -4472662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4472684.500000 Penalty: 3408.705566
	Iteration 17Q: 3 clusters Score -4472684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4472706.500000 Penalty: 3408.705566
	Iteration 18Q: 3 clusters Score -4472706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4472728.000000 Penalty: 3408.705566
	Iteration 19Q: 3 clusters Score -4472728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4472745.000000 Penalty: 3408.705566
	Iteration 20F: 3 clusters Score -4472745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4472754.500000 Penalty: 3408.705566
	Iteration 21Q: 3 clusters Score -4472754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4472755.000000 Penalty: 3408.705566
	Iteration 22Q: 3 clusters Score -4472755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4472762.000000 Penalty: 3408.705566
	Iteration 23Q: 3 clusters Score -4472762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4472762.000000 Penalty: 3408.705566
	Iteration 24F: 3 clusters Score -4472762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -56570.585938 Penalty: 1024.472900
	Iteration 0F: 2 clusters Score -56570.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55500.292969 Penalty: 2048.945801
	Iteration 0F: 3 clusters Score -55500.29 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -55773.031250 Penalty: 2048.945801
	Iteration 1F: 3 clusters Score -55773.03 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55933.648438 Penalty: 2048.945801
	Iteration 2F: 3 clusters Score -55933.65 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -56021.332031 Penalty: 2048.945801
	Iteration 3F: 3 clusters Score -56021.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -56089.093750 Penalty: 2048.945801
	Iteration 4Q: 3 clusters Score -56089.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -56189.050781 Penalty: 2048.945801
	Iteration 5Q: 3 clusters Score -56189.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -56234.582031 Penalty: 2048.945801
	Iteration 6Q: 3 clusters Score -56234.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -56248.171875 Penalty: 2048.945801
	Iteration 7Q: 3 clusters Score -56248.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -56251.089844 Penalty: 2048.945801
	Iteration 8Q: 3 clusters Score -56251.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -56251.089844 Penalty: 2048.945801
	Iteration 9F: 3 clusters Score -56251.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Entering Unmasked Estep 
Score: -612586.562500 Penalty: 1377.105225
	Iteration 0F: 2 clusters Score -612586.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -608735.937500 Penalty: 2754.210449
	Iteration 0F: 3 clusters Score -608735.9 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -609831.750000 Penalty: 2754.210449
	Iteration 1F: 3 clusters Score -609831.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -610019.500000 Penalty: 2754.210449
	Iteration 2F: 3 clusters Score -610019.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -610114.875000 Penalty: 2754.210449
	Iteration 3Q: 3 clusters Score -610114.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -610175.187500 Penalty: 2754.210449
	Iteration 4Q: 3 clusters Score -610175.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -610229.500000 Penalty: 2754.210449
	Iteration 5Q: 3 clusters Score -610229.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -610276.937500 Penalty: 2754.210449
	Iteration 6Q: 3 clusters Score -610276.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -610315.687500 Penalty: 2754.210449
	Iteration 7Q: 3 clusters Score -610315.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -610350.500000 Penalty: 2754.210449
	Iteration 8Q: 3 clusters Score -610350.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -610387.375000 Penalty: 2754.210449
	Iteration 9Q: 3 clusters Score -610387.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -610435.500000 Penalty: 2754.210449
	Iteration 10Q: 3 clusters Score -610435.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -610493.375000 Penalty: 2754.210449
	Iteration 11Q: 3 clusters Score -610493.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -610550.875000 Penalty: 2754.210449
	Iteration 12Q: 3 clusters Score -610550.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -610602.000000 Penalty: 2754.210449
	Iteration 13Q: 3 clusters Score -610602 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -610651.125000 Penalty: 2754.210449
	Iteration 14Q: 3 clusters Score -610651.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -610690.000000 Penalty: 2754.210449
	Iteration 15Q: 3 clusters Score -610690 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -610732.500000 Penalty: 2754.210449
	Iteration 16Q: 3 clusters Score -610732.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -610783.687500 Penalty: 2754.210449
	Iteration 17Q: 3 clusters Score -610783.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -610828.375000 Penalty: 2754.210449
	Iteration 18Q: 3 clusters Score -610828.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -610875.687500 Penalty: 2754.210449
	Iteration 19Q: 3 clusters Score -610875.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -610922.250000 Penalty: 2754.210449
	Iteration 20F: 3 clusters Score -610922.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -610968.687500 Penalty: 2754.210449
	Iteration 21Q: 3 clusters Score -610968.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -611001.625000 Penalty: 2754.210449
	Iteration 22Q: 3 clusters Score -611001.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -611017.375000 Penalty: 2754.210449
	Iteration 23Q: 3 clusters Score -611017.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -611028.625000 Penalty: 2754.210449
	Iteration 24Q: 3 clusters Score -611028.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -611037.875000 Penalty: 2754.210449
	Iteration 25Q: 3 clusters Score -611037.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -611047.125000 Penalty: 2754.210449
	Iteration 26Q: 3 clusters Score -611047.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -611055.062500 Penalty: 2754.210449
	Iteration 27Q: 3 clusters Score -611055.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -611060.687500 Penalty: 2754.210449
	Iteration 28Q: 3 clusters Score -611060.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -611064.375000 Penalty: 2754.210449
	Iteration 29Q: 3 clusters Score -611064.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -611067.125000 Penalty: 2754.210449
	Iteration 30Q: 3 clusters Score -611067.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -611067.500000 Penalty: 2754.210449
	Iteration 31Q: 3 clusters Score -611067.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -611067.375000 Penalty: 2754.210449
	Iteration 32Q: 3 clusters Score -611067.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -611068.687500 Penalty: 2754.210449
	Iteration 33Q: 3 clusters Score -611068.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -611070.062500 Penalty: 2754.210449
	Iteration 34Q: 3 clusters Score -611070.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -611070.125000 Penalty: 2754.210449
	Iteration 35Q: 3 clusters Score -611070.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -611073.187500 Penalty: 2754.210449
	Iteration 36Q: 3 clusters Score -611073.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -611074.500000 Penalty: 2754.210449
	Iteration 37Q: 3 clusters Score -611074.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -611076.750000 Penalty: 2754.210449
	Iteration 38Q: 3 clusters Score -611076.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -611079.437500 Penalty: 2754.210449
	Iteration 39Q: 3 clusters Score -611079.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -611079.000000 Penalty: 2754.210449
	Iteration 40F: 3 clusters Score -611079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -611079.500000 Penalty: 2754.210449
	Iteration 41Q: 3 clusters Score -611079.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -611082.125000 Penalty: 2754.210449
	Iteration 42Q: 3 clusters Score -611082.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -611083.812500 Penalty: 2754.210449
	Iteration 43Q: 3 clusters Score -611083.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -611084.375000 Penalty: 2754.210449
	Iteration 44Q: 3 clusters Score -611084.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -611085.750000 Penalty: 2754.210449
	Iteration 45Q: 3 clusters Score -611085.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -611087.375000 Penalty: 2754.210449
	Iteration 46Q: 3 clusters Score -611087.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -611088.625000 Penalty: 2754.210449
	Iteration 47Q: 3 clusters Score -611088.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -611091.437500 Penalty: 2754.210449
	Iteration 48Q: 3 clusters Score -611091.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -611093.062500 Penalty: 2754.210449
	Iteration 49Q: 3 clusters Score -611093.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -611094.437500 Penalty: 2754.210449
	Iteration 50Q: 3 clusters Score -611094.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -611094.750000 Penalty: 2754.210449
	Iteration 51Q: 3 clusters Score -611094.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -611096.437500 Penalty: 2754.210449
	Iteration 52Q: 3 clusters Score -611096.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -611096.000000 Penalty: 2754.210449
	Iteration 53Q: 3 clusters Score -611096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -611098.312500 Penalty: 2754.210449
	Iteration 54Q: 3 clusters Score -611098.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -611100.312500 Penalty: 2754.210449
	Iteration 55Q: 3 clusters Score -611100.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -611102.687500 Penalty: 2754.210449
	Iteration 56Q: 3 clusters Score -611102.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -611104.437500 Penalty: 2754.210449
	Iteration 57Q: 3 clusters Score -611104.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -611106.000000 Penalty: 2754.210449
	Iteration 58Q: 3 clusters Score -611106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -611107.562500 Penalty: 2754.210449
	Iteration 59Q: 3 clusters Score -611107.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -611110.125000 Penalty: 2754.210449
	Iteration 60F: 3 clusters Score -611110.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -611112.875000 Penalty: 2754.210449
	Iteration 61Q: 3 clusters Score -611112.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -611116.250000 Penalty: 2754.210449
	Iteration 62Q: 3 clusters Score -611116.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -611122.187500 Penalty: 2754.210449
	Iteration 63Q: 3 clusters Score -611122.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -611124.875000 Penalty: 2754.210449
	Iteration 64Q: 3 clusters Score -611124.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -611128.312500 Penalty: 2754.210449
	Iteration 65Q: 3 clusters Score -611128.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -611130.062500 Penalty: 2754.210449
	Iteration 66Q: 3 clusters Score -611130.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -611131.062500 Penalty: 2754.210449
	Iteration 67Q: 3 clusters Score -611131.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -611131.437500 Penalty: 2754.210449
	Iteration 68Q: 3 clusters Score -611131.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -611132.125000 Penalty: 2754.210449
	Iteration 69Q: 3 clusters Score -611132.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -611132.375000 Penalty: 2754.210449
	Iteration 70Q: 3 clusters Score -611132.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -611132.375000 Penalty: 2754.210449
	Iteration 71F: 3 clusters Score -611132.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Entering Unmasked Estep 
Score: -211588.703125 Penalty: 1212.889771
	Iteration 0F: 2 clusters Score -211588.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -209634.359375 Penalty: 2425.779541
	Iteration 0F: 3 clusters Score -209634.4 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -210050.625000 Penalty: 2425.779541
	Iteration 1F: 3 clusters Score -210050.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -210214.953125 Penalty: 2425.779541
	Iteration 2F: 3 clusters Score -210215 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -210316.296875 Penalty: 2425.779541
	Iteration 3F: 3 clusters Score -210316.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -210490.296875 Penalty: 2425.779541
	Iteration 4Q: 3 clusters Score -210490.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -210704.453125 Penalty: 2425.779541
	Iteration 5Q: 3 clusters Score -210704.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -210868.250000 Penalty: 2425.779541
	Iteration 6F: 3 clusters Score -210868.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -210986.921875 Penalty: 2425.779541
	Iteration 7F: 3 clusters Score -210986.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -211089.078125 Penalty: 2425.779541
	Iteration 8F: 3 clusters Score -211089.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -211151.625000 Penalty: 2425.779541
	Iteration 9Q: 3 clusters Score -211151.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -211206.531250 Penalty: 2425.779541
	Iteration 10Q: 3 clusters Score -211206.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -211250.750000 Penalty: 2425.779541
	Iteration 11Q: 3 clusters Score -211250.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -211308.484375 Penalty: 2425.779541
	Iteration 12Q: 3 clusters Score -211308.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -211390.703125 Penalty: 2425.779541
	Iteration 13Q: 3 clusters Score -211390.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -211497.734375 Penalty: 2425.779541
	Iteration 14Q: 3 clusters Score -211497.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -211587.718750 Penalty: 2425.779541
	Iteration 15Q: 3 clusters Score -211587.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -211632.687500 Penalty: 2425.779541
	Iteration 16Q: 3 clusters Score -211632.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -211652.015625 Penalty: 2425.779541
	Iteration 17Q: 3 clusters Score -211652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -211661.375000 Penalty: 2425.779541
	Iteration 18Q: 3 clusters Score -211661.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -211665.250000 Penalty: 2425.779541
	Iteration 19Q: 3 clusters Score -211665.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -211666.093750 Penalty: 2425.779541
	Iteration 20F: 3 clusters Score -211666.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -211667.015625 Penalty: 2425.779541
	Iteration 21Q: 3 clusters Score -211667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -211669.015625 Penalty: 2425.779541
	Iteration 22Q: 3 clusters Score -211669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -211669.015625 Penalty: 2425.779541
	Iteration 23F: 3 clusters Score -211669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 83614 members 
Mstep: Class 3 contains 7109 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55221 members 
Mstep: Class 6 contains 9617 members 
Mstep: Class 7 contains 5277 members 
Mstep: Class 8 contains 1742 members 
Mstep: Class 9 contains 7222 members 
Mstep: Class 10 contains 104236 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 108064 members 
Mstep: Class 13 contains 14688 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6873 members 
Mstep: Class 16 contains 8663 members 
Mstep: Class 17 contains 24514 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5588 members 
Mstep: Class 20 contains 2909 members 
Mstep: Class 21 contains 53204 members 
Mstep: Class 22 contains 1371 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 9584 members 
Mstep: Class 25 contains 81612 members 
Mstep: Class 26 contains 35894 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4791 members 
Mstep: Class 29 contains 1266 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 4516 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3898 members 
Mstep: Class 34 contains 1344 members 
Mstep: Class 35 contains 246 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 695 members 
Mstep: Class 39 contains 6343 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100247 members 
Mstep: Class 42 contains 9512 members 
Mstep: Class 43 contains 20492 members 
Mstep: Class 44 contains 298 members 
Mstep: Class 45 contains 109163 members 
Mstep: Class 46 contains 478 members 
Entering Unmasked Estep 
Score: -111774216.000000 Penalty: 102634.984375
Splitting cluster 29 changes total score from -111775032.000000 to -111774216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (2918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Entering Unmasked Estep 
Score: -345957.125000 Penalty: 1296.531250
	Iteration 0F: 2 clusters Score -345957.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -343280.468750 Penalty: 2593.062500
	Iteration 0F: 3 clusters Score -343280.5 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -343885.906250 Penalty: 2593.062500
	Iteration 1F: 3 clusters Score -343885.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -344053.562500 Penalty: 2593.062500
	Iteration 2F: 3 clusters Score -344053.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -344184.375000 Penalty: 2593.062500
	Iteration 3F: 3 clusters Score -344184.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -344292.781250 Penalty: 2593.062500
	Iteration 4F: 3 clusters Score -344292.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -344382.875000 Penalty: 2593.062500
	Iteration 5Q: 3 clusters Score -344382.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -344462.187500 Penalty: 2593.062500
	Iteration 6Q: 3 clusters Score -344462.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -344542.062500 Penalty: 2593.062500
	Iteration 7Q: 3 clusters Score -344542.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -344637.468750 Penalty: 2593.062500
	Iteration 8Q: 3 clusters Score -344637.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -344697.875000 Penalty: 2593.062500
	Iteration 9Q: 3 clusters Score -344697.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -344742.125000 Penalty: 2593.062500
	Iteration 10Q: 3 clusters Score -344742.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -344787.375000 Penalty: 2593.062500
	Iteration 11Q: 3 clusters Score -344787.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -344823.281250 Penalty: 2593.062500
	Iteration 12Q: 3 clusters Score -344823.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -344859.593750 Penalty: 2593.062500
	Iteration 13Q: 3 clusters Score -344859.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -344887.093750 Penalty: 2593.062500
	Iteration 14Q: 3 clusters Score -344887.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -344908.343750 Penalty: 2593.062500
	Iteration 15Q: 3 clusters Score -344908.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -344917.718750 Penalty: 2593.062500
	Iteration 16Q: 3 clusters Score -344917.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -344928.250000 Penalty: 2593.062500
	Iteration 17Q: 3 clusters Score -344928.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -344945.093750 Penalty: 2593.062500
	Iteration 18Q: 3 clusters Score -344945.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -344955.937500 Penalty: 2593.062500
	Iteration 19Q: 3 clusters Score -344955.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -344962.968750 Penalty: 2593.062500
	Iteration 20F: 3 clusters Score -344963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -344969.312500 Penalty: 2593.062500
	Iteration 21Q: 3 clusters Score -344969.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -344975.437500 Penalty: 2593.062500
	Iteration 22Q: 3 clusters Score -344975.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -344980.625000 Penalty: 2593.062500
	Iteration 23Q: 3 clusters Score -344980.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -344991.062500 Penalty: 2593.062500
	Iteration 24Q: 3 clusters Score -344991.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -345001.000000 Penalty: 2593.062500
	Iteration 25Q: 3 clusters Score -345001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -345015.875000 Penalty: 2593.062500
	Iteration 26Q: 3 clusters Score -345015.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -345031.343750 Penalty: 2593.062500
	Iteration 27Q: 3 clusters Score -345031.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -345043.531250 Penalty: 2593.062500
	Iteration 28Q: 3 clusters Score -345043.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -345049.156250 Penalty: 2593.062500
	Iteration 29Q: 3 clusters Score -345049.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -345052.312500 Penalty: 2593.062500
	Iteration 30Q: 3 clusters Score -345052.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -345055.125000 Penalty: 2593.062500
	Iteration 31Q: 3 clusters Score -345055.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -345057.250000 Penalty: 2593.062500
	Iteration 32Q: 3 clusters Score -345057.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -345057.468750 Penalty: 2593.062500
	Iteration 33Q: 3 clusters Score -345057.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -345057.468750 Penalty: 2593.062500
	Iteration 34F: 3 clusters Score -345057.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Entering Unmasked Estep 
Score: -562170.375000 Penalty: 1367.499634
	Iteration 0F: 2 clusters Score -562170.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -558493.312500 Penalty: 2734.999268
	Iteration 0F: 3 clusters Score -558493.3 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -559579.375000 Penalty: 2734.999268
	Iteration 1F: 3 clusters Score -559579.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -559750.875000 Penalty: 2734.999268
	Iteration 2F: 3 clusters Score -559750.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -559862.437500 Penalty: 2734.999268
	Iteration 3Q: 3 clusters Score -559862.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -559971.750000 Penalty: 2734.999268
	Iteration 4Q: 3 clusters Score -559971.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -560079.312500 Penalty: 2734.999268
	Iteration 5Q: 3 clusters Score -560079.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -560175.187500 Penalty: 2734.999268
	Iteration 6Q: 3 clusters Score -560175.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -560259.562500 Penalty: 2734.999268
	Iteration 7Q: 3 clusters Score -560259.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -560335.187500 Penalty: 2734.999268
	Iteration 8Q: 3 clusters Score -560335.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -560436.687500 Penalty: 2734.999268
	Iteration 9Q: 3 clusters Score -560436.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -560531.187500 Penalty: 2734.999268
	Iteration 10Q: 3 clusters Score -560531.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -560664.375000 Penalty: 2734.999268
	Iteration 11Q: 3 clusters Score -560664.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -560836.937500 Penalty: 2734.999268
	Iteration 12Q: 3 clusters Score -560836.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -561000.312500 Penalty: 2734.999268
	Iteration 13Q: 3 clusters Score -561000.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -561134.625000 Penalty: 2734.999268
	Iteration 14Q: 3 clusters Score -561134.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -561232.500000 Penalty: 2734.999268
	Iteration 15Q: 3 clusters Score -561232.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -561310.562500 Penalty: 2734.999268
	Iteration 16Q: 3 clusters Score -561310.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -561385.000000 Penalty: 2734.999268
	Iteration 17Q: 3 clusters Score -561385 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -561443.875000 Penalty: 2734.999268
	Iteration 18Q: 3 clusters Score -561443.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -561507.062500 Penalty: 2734.999268
	Iteration 19Q: 3 clusters Score -561507.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -561580.375000 Penalty: 2734.999268
	Iteration 20F: 3 clusters Score -561580.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -561663.187500 Penalty: 2734.999268
	Iteration 21Q: 3 clusters Score -561663.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -561743.500000 Penalty: 2734.999268
	Iteration 22Q: 3 clusters Score -561743.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -561816.062500 Penalty: 2734.999268
	Iteration 23Q: 3 clusters Score -561816.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -561870.375000 Penalty: 2734.999268
	Iteration 24Q: 3 clusters Score -561870.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -561926.312500 Penalty: 2734.999268
	Iteration 25Q: 3 clusters Score -561926.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -561997.625000 Penalty: 2734.999268
	Iteration 26Q: 3 clusters Score -561997.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -562077.500000 Penalty: 2734.999268
	Iteration 27Q: 3 clusters Score -562077.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -562204.062500 Penalty: 2734.999268
	Iteration 28Q: 3 clusters Score -562204.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -562329.937500 Penalty: 2734.999268
	Iteration 29Q: 3 clusters Score -562329.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -562428.000000 Penalty: 2734.999268
	Iteration 30Q: 3 clusters Score -562428 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -562487.312500 Penalty: 2734.999268
	Iteration 31Q: 3 clusters Score -562487.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -562513.812500 Penalty: 2734.999268
	Iteration 32Q: 3 clusters Score -562513.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -562525.875000 Penalty: 2734.999268
	Iteration 33Q: 3 clusters Score -562525.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -562533.000000 Penalty: 2734.999268
	Iteration 34Q: 3 clusters Score -562533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -562538.625000 Penalty: 2734.999268
	Iteration 35Q: 3 clusters Score -562538.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -562540.000000 Penalty: 2734.999268
	Iteration 36Q: 3 clusters Score -562540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -562541.500000 Penalty: 2734.999268
	Iteration 37Q: 3 clusters Score -562541.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -562542.250000 Penalty: 2734.999268
	Iteration 38Q: 3 clusters Score -562542.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -562543.062500 Penalty: 2734.999268
	Iteration 39Q: 3 clusters Score -562543.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -562546.187500 Penalty: 2734.999268
	Iteration 40F: 3 clusters Score -562546.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -562548.750000 Penalty: 2734.999268
	Iteration 41Q: 3 clusters Score -562548.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -562549.562500 Penalty: 2734.999268
	Iteration 42Q: 3 clusters Score -562549.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -562551.312500 Penalty: 2734.999268
	Iteration 43Q: 3 clusters Score -562551.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -562553.187500 Penalty: 2734.999268
	Iteration 44Q: 3 clusters Score -562553.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -562555.187500 Penalty: 2734.999268
	Iteration 45Q: 3 clusters Score -562555.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -562555.750000 Penalty: 2734.999268
	Iteration 46Q: 3 clusters Score -562555.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -562558.187500 Penalty: 2734.999268
	Iteration 47Q: 3 clusters Score -562558.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -562559.312500 Penalty: 2734.999268
	Iteration 48Q: 3 clusters Score -562559.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -562560.500000 Penalty: 2734.999268
	Iteration 49Q: 3 clusters Score -562560.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -562560.187500 Penalty: 2734.999268
	Iteration 50Q: 3 clusters Score -562560.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -562560.812500 Penalty: 2734.999268
	Iteration 51Q: 3 clusters Score -562560.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -562561.437500 Penalty: 2734.999268
	Iteration 52Q: 3 clusters Score -562561.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -562561.437500 Penalty: 2734.999268
	Iteration 53F: 3 clusters Score -562561.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 83614 members 
Mstep: Class 3 contains 7109 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55221 members 
Mstep: Class 6 contains 9617 members 
Mstep: Class 7 contains 5277 members 
Mstep: Class 8 contains 1742 members 
Mstep: Class 9 contains 7222 members 
Mstep: Class 10 contains 104236 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 108064 members 
Mstep: Class 13 contains 14688 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6873 members 
Mstep: Class 16 contains 8663 members 
Mstep: Class 17 contains 24514 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5588 members 
Mstep: Class 20 contains 2909 members 
Mstep: Class 21 contains 53204 members 
Mstep: Class 22 contains 1371 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 9584 members 
Mstep: Class 25 contains 81612 members 
Mstep: Class 26 contains 35894 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4791 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 2885 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3898 members 
Mstep: Class 34 contains 1344 members 
Mstep: Class 35 contains 246 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 695 members 
Mstep: Class 39 contains 6343 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100247 members 
Mstep: Class 42 contains 9512 members 
Mstep: Class 43 contains 20492 members 
Mstep: Class 44 contains 298 members 
Mstep: Class 45 contains 109163 members 
Mstep: Class 46 contains 1631 members 
Entering Unmasked Estep 
Score: -111774680.000000 Penalty: 102634.984375
Splitting cluster 31 changes total score from -111775032.000000 to -111774680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -20143.847656 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -20143.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -19423.066406 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -19423.07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20076.392578 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -20076.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20347.619141 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -20347.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20467.720703 Penalty: 1863.335938
	Iteration 3Q: 3 clusters Score -20467.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20493.384766 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -20493.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20503.181641 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -20503.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20503.181641 Penalty: 1863.335938
	Iteration 6F: 3 clusters Score -20503.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 83614 members 
Mstep: Class 3 contains 7109 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55221 members 
Mstep: Class 6 contains 9617 members 
Mstep: Class 7 contains 5277 members 
Mstep: Class 8 contains 1742 members 
Mstep: Class 9 contains 7222 members 
Mstep: Class 10 contains 104236 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 108064 members 
Mstep: Class 13 contains 14688 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6873 members 
Mstep: Class 16 contains 8663 members 
Mstep: Class 17 contains 24514 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5588 members 
Mstep: Class 20 contains 2909 members 
Mstep: Class 21 contains 53204 members 
Mstep: Class 22 contains 1371 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 9584 members 
Mstep: Class 25 contains 81612 members 
Mstep: Class 26 contains 35894 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4791 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 4516 members 
Mstep: Class 32 contains 141 members 
Mstep: Class 33 contains 3898 members 
Mstep: Class 34 contains 1344 members 
Mstep: Class 35 contains 246 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 695 members 
Mstep: Class 39 contains 6343 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100247 members 
Mstep: Class 42 contains 9512 members 
Mstep: Class 43 contains 20492 members 
Mstep: Class 44 contains 298 members 
Mstep: Class 45 contains 109163 members 
Mstep: Class 46 contains 168 members 
Entering Unmasked Estep 
Score: -111774144.000000 Penalty: 102634.984375
Splitting cluster 32 changes total score from -111775032.000000 to -111774144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (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: -442891.187500 Penalty: 1343.585571
	Iteration 0F: 2 clusters Score -442891.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -439704.687500 Penalty: 2687.171143
	Iteration 0F: 3 clusters Score -439704.7 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -440915.937500 Penalty: 2687.171143
	Iteration 1F: 3 clusters Score -440915.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -441284.500000 Penalty: 2687.171143
	Iteration 2F: 3 clusters Score -441284.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -441577.812500 Penalty: 2687.171143
	Iteration 3F: 3 clusters Score -441577.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -441799.156250 Penalty: 2687.171143
	Iteration 4F: 3 clusters Score -441799.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -441951.000000 Penalty: 2687.171143
	Iteration 5Q: 3 clusters Score -441951 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -442065.500000 Penalty: 2687.171143
	Iteration 6Q: 3 clusters Score -442065.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -442138.406250 Penalty: 2687.171143
	Iteration 7Q: 3 clusters Score -442138.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -442200.812500 Penalty: 2687.171143
	Iteration 8Q: 3 clusters Score -442200.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -442254.125000 Penalty: 2687.171143
	Iteration 9Q: 3 clusters Score -442254.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -442307.031250 Penalty: 2687.171143
	Iteration 10Q: 3 clusters Score -442307 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -442357.906250 Penalty: 2687.171143
	Iteration 11Q: 3 clusters Score -442357.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -442406.593750 Penalty: 2687.171143
	Iteration 12Q: 3 clusters Score -442406.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -442450.843750 Penalty: 2687.171143
	Iteration 13Q: 3 clusters Score -442450.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -442492.187500 Penalty: 2687.171143
	Iteration 14Q: 3 clusters Score -442492.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -442520.593750 Penalty: 2687.171143
	Iteration 15Q: 3 clusters Score -442520.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -442540.437500 Penalty: 2687.171143
	Iteration 16Q: 3 clusters Score -442540.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -442556.437500 Penalty: 2687.171143
	Iteration 17Q: 3 clusters Score -442556.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -442565.875000 Penalty: 2687.171143
	Iteration 18Q: 3 clusters Score -442565.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -442576.937500 Penalty: 2687.171143
	Iteration 19Q: 3 clusters Score -442576.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -442585.656250 Penalty: 2687.171143
	Iteration 20F: 3 clusters Score -442585.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -442593.125000 Penalty: 2687.171143
	Iteration 21Q: 3 clusters Score -442593.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -442599.375000 Penalty: 2687.171143
	Iteration 22Q: 3 clusters Score -442599.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -442602.968750 Penalty: 2687.171143
	Iteration 23Q: 3 clusters Score -442603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -442604.218750 Penalty: 2687.171143
	Iteration 24Q: 3 clusters Score -442604.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -442605.250000 Penalty: 2687.171143
	Iteration 25Q: 3 clusters Score -442605.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -442608.312500 Penalty: 2687.171143
	Iteration 26Q: 3 clusters Score -442608.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -442609.875000 Penalty: 2687.171143
	Iteration 27Q: 3 clusters Score -442609.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -442611.062500 Penalty: 2687.171143
	Iteration 28Q: 3 clusters Score -442611.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -442612.250000 Penalty: 2687.171143
	Iteration 29Q: 3 clusters Score -442612.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -442613.875000 Penalty: 2687.171143
	Iteration 30Q: 3 clusters Score -442613.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -442614.281250 Penalty: 2687.171143
	Iteration 31Q: 3 clusters Score -442614.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -442614.718750 Penalty: 2687.171143
	Iteration 32Q: 3 clusters Score -442614.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -442615.250000 Penalty: 2687.171143
	Iteration 33Q: 3 clusters Score -442615.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -442615.343750 Penalty: 2687.171143
	Iteration 34Q: 3 clusters Score -442615.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -442615.250000 Penalty: 2687.171143
	Iteration 35Q: 3 clusters Score -442615.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -442615.250000 Penalty: 2687.171143
	Iteration 36F: 3 clusters Score -442615.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Entering Unmasked Estep 
Score: -163657.062500 Penalty: 1170.553345
	Iteration 0F: 2 clusters Score -163657.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -162007.156250 Penalty: 2341.106689
	Iteration 0F: 3 clusters Score -162007.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -162408.812500 Penalty: 2341.106689
	Iteration 1F: 3 clusters Score -162408.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -162613.968750 Penalty: 2341.106689
	Iteration 2F: 3 clusters Score -162614 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -162801.953125 Penalty: 2341.106689
	Iteration 3F: 3 clusters Score -162802 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -162902.546875 Penalty: 2341.106689
	Iteration 4F: 3 clusters Score -162902.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -162972.312500 Penalty: 2341.106689
	Iteration 5Q: 3 clusters Score -162972.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -163031.671875 Penalty: 2341.106689
	Iteration 6Q: 3 clusters Score -163031.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -163103.703125 Penalty: 2341.106689
	Iteration 7Q: 3 clusters Score -163103.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -163200.406250 Penalty: 2341.106689
	Iteration 8Q: 3 clusters Score -163200.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -163284.093750 Penalty: 2341.106689
	Iteration 9Q: 3 clusters Score -163284.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -163349.921875 Penalty: 2341.106689
	Iteration 10Q: 3 clusters Score -163349.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -163413.234375 Penalty: 2341.106689
	Iteration 11Q: 3 clusters Score -163413.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -163468.578125 Penalty: 2341.106689
	Iteration 12Q: 3 clusters Score -163468.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -163536.656250 Penalty: 2341.106689
	Iteration 13Q: 3 clusters Score -163536.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -163575.562500 Penalty: 2341.106689
	Iteration 14Q: 3 clusters Score -163575.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -163619.453125 Penalty: 2341.106689
	Iteration 15Q: 3 clusters Score -163619.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -163674.312500 Penalty: 2341.106689
	Iteration 16Q: 3 clusters Score -163674.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -163706.375000 Penalty: 2341.106689
	Iteration 17Q: 3 clusters Score -163706.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -163741.718750 Penalty: 2341.106689
	Iteration 18Q: 3 clusters Score -163741.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -163775.109375 Penalty: 2341.106689
	Iteration 19Q: 3 clusters Score -163775.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -163797.343750 Penalty: 2341.106689
	Iteration 20F: 3 clusters Score -163797.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -163815.000000 Penalty: 2341.106689
	Iteration 21Q: 3 clusters Score -163815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -163825.609375 Penalty: 2341.106689
	Iteration 22Q: 3 clusters Score -163825.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -163828.609375 Penalty: 2341.106689
	Iteration 23Q: 3 clusters Score -163828.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -163829.265625 Penalty: 2341.106689
	Iteration 24Q: 3 clusters Score -163829.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -163829.265625 Penalty: 2341.106689
	Iteration 25F: 3 clusters Score -163829.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 83614 members 
Mstep: Class 3 contains 7109 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55221 members 
Mstep: Class 6 contains 9617 members 
Mstep: Class 7 contains 5277 members 
Mstep: Class 8 contains 1742 members 
Mstep: Class 9 contains 7222 members 
Mstep: Class 10 contains 104236 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 108064 members 
Mstep: Class 13 contains 14688 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6873 members 
Mstep: Class 16 contains 8663 members 
Mstep: Class 17 contains 24514 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5588 members 
Mstep: Class 20 contains 2909 members 
Mstep: Class 21 contains 53204 members 
Mstep: Class 22 contains 1371 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 9584 members 
Mstep: Class 25 contains 81612 members 
Mstep: Class 26 contains 35894 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4791 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 4516 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3898 members 
Mstep: Class 34 contains 854 members 
Mstep: Class 35 contains 246 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 695 members 
Mstep: Class 39 contains 6343 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100247 members 
Mstep: Class 42 contains 9512 members 
Mstep: Class 43 contains 20492 members 
Mstep: Class 44 contains 298 members 
Mstep: Class 45 contains 109163 members 
Mstep: Class 46 contains 490 members 
Entering Unmasked Estep 
Score: -111774224.000000 Penalty: 102634.984375
Splitting cluster 34 changes total score from -111775032.000000 to -111774224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -17161.359375 Penalty: 894.616394
	Iteration 0F: 2 clusters Score -17161.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16455.798828 Penalty: 1789.232788
	Iteration 0F: 3 clusters Score -16455.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16649.625000 Penalty: 1789.232788
	Iteration 1F: 3 clusters Score -16649.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16746.587891 Penalty: 1789.232788
	Iteration 2F: 3 clusters Score -16746.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16831.693359 Penalty: 1789.232788
	Iteration 3Q: 3 clusters Score -16831.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16891.039062 Penalty: 1789.232788
	Iteration 4Q: 3 clusters Score -16891.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16903.523438 Penalty: 1789.232788
	Iteration 5Q: 3 clusters Score -16903.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16917.259766 Penalty: 1789.232788
	Iteration 6Q: 3 clusters Score -16917.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16942.671875 Penalty: 1789.232788
	Iteration 7Q: 3 clusters Score -16942.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16945.541016 Penalty: 1789.232788
	Iteration 8Q: 3 clusters Score -16945.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16945.541016 Penalty: 1789.232788
	Iteration 9F: 3 clusters Score -16945.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -64032.121094 Penalty: 1053.505005
	Iteration 0F: 2 clusters Score -64032.12 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 325 members 
Entering Unmasked Estep 
Score: -62913.625000 Penalty: 2107.010010
	Iteration 0F: 3 clusters Score -62913.62 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -63250.335938 Penalty: 2107.010010
	Iteration 1F: 3 clusters Score -63250.34 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -63385.531250 Penalty: 2107.010010
	Iteration 2F: 3 clusters Score -63385.53 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -63509.132812 Penalty: 2107.010010
	Iteration 3F: 3 clusters Score -63509.13 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -63617.070312 Penalty: 2107.010010
	Iteration 4Q: 3 clusters Score -63617.07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -63721.976562 Penalty: 2107.010010
	Iteration 5F: 3 clusters Score -63721.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -63795.792969 Penalty: 2107.010010
	Iteration 6Q: 3 clusters Score -63795.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -63852.046875 Penalty: 2107.010010
	Iteration 7Q: 3 clusters Score -63852.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -63891.062500 Penalty: 2107.010010
	Iteration 8Q: 3 clusters Score -63891.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -63926.777344 Penalty: 2107.010010
	Iteration 9Q: 3 clusters Score -63926.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63936.019531 Penalty: 2107.010010
	Iteration 10Q: 3 clusters Score -63936.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -63937.414062 Penalty: 2107.010010
	Iteration 11Q: 3 clusters Score -63937.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -63938.628906 Penalty: 2107.010010
	Iteration 12Q: 3 clusters Score -63938.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63939.453125 Penalty: 2107.010010
	Iteration 13Q: 3 clusters Score -63939.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -63945.210938 Penalty: 2107.010010
	Iteration 14Q: 3 clusters Score -63945.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -63956.238281 Penalty: 2107.010010
	Iteration 15Q: 3 clusters Score -63956.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -63962.292969 Penalty: 2107.010010
	Iteration 16Q: 3 clusters Score -63962.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63971.085938 Penalty: 2107.010010
	Iteration 17Q: 3 clusters Score -63971.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -63979.003906 Penalty: 2107.010010
	Iteration 18Q: 3 clusters Score -63979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -63984.292969 Penalty: 2107.010010
	Iteration 19Q: 3 clusters Score -63984.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -63985.140625 Penalty: 2107.010010
	Iteration 20F: 3 clusters Score -63985.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -63993.464844 Penalty: 2107.010010
	Iteration 21Q: 3 clusters Score -63993.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -63996.746094 Penalty: 2107.010010
	Iteration 22Q: 3 clusters Score -63996.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -63999.226562 Penalty: 2107.010010
	Iteration 23Q: 3 clusters Score -63999.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -64000.718750 Penalty: 2107.010010
	Iteration 24Q: 3 clusters Score -64000.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -64000.718750 Penalty: 2107.010010
	Iteration 25F: 3 clusters Score -64000.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Entering Unmasked Estep 
Score: -95536.750000 Penalty: 1080.249390
	Iteration 0F: 2 clusters Score -95536.75 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 400 members 
Entering Unmasked Estep 
Score: -94231.523438 Penalty: 2160.498779
	Iteration 0F: 3 clusters Score -94231.52 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -94452.406250 Penalty: 2160.498779
	Iteration 1F: 3 clusters Score -94452.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -94503.898438 Penalty: 2160.498779
	Iteration 2Q: 3 clusters Score -94503.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -94521.437500 Penalty: 2160.498779
	Iteration 3Q: 3 clusters Score -94521.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -94530.921875 Penalty: 2160.498779
	Iteration 4Q: 3 clusters Score -94530.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -94539.007812 Penalty: 2160.498779
	Iteration 5Q: 3 clusters Score -94539.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -94548.992188 Penalty: 2160.498779
	Iteration 6Q: 3 clusters Score -94548.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -94552.757812 Penalty: 2160.498779
	Iteration 7Q: 3 clusters Score -94552.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -94553.710938 Penalty: 2160.498779
	Iteration 8Q: 3 clusters Score -94553.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -94554.945312 Penalty: 2160.498779
	Iteration 9Q: 3 clusters Score -94554.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -94555.468750 Penalty: 2160.498779
	Iteration 10Q: 3 clusters Score -94555.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -94555.468750 Penalty: 2160.498779
	Iteration 11F: 3 clusters Score -94555.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -67331.804688 Penalty: 1063.385742
	Iteration 0F: 2 clusters Score -67331.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -66128.476562 Penalty: 2126.771484
	Iteration 0F: 3 clusters Score -66128.48 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -66439.078125 Penalty: 2126.771484
	Iteration 1F: 3 clusters Score -66439.08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -66607.140625 Penalty: 2126.771484
	Iteration 2F: 3 clusters Score -66607.14 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -66725.148438 Penalty: 2126.771484
	Iteration 3F: 3 clusters Score -66725.15 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -66791.703125 Penalty: 2126.771484
	Iteration 4F: 3 clusters Score -66791.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -66849.367188 Penalty: 2126.771484
	Iteration 5Q: 3 clusters Score -66849.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -66912.375000 Penalty: 2126.771484
	Iteration 6Q: 3 clusters Score -66912.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -66940.734375 Penalty: 2126.771484
	Iteration 7Q: 3 clusters Score -66940.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -66963.890625 Penalty: 2126.771484
	Iteration 8Q: 3 clusters Score -66963.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -66972.031250 Penalty: 2126.771484
	Iteration 9Q: 3 clusters Score -66972.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -66972.898438 Penalty: 2126.771484
	Iteration 10Q: 3 clusters Score -66972.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -66980.617188 Penalty: 2126.771484
	Iteration 11Q: 3 clusters Score -66980.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -66984.054688 Penalty: 2126.771484
	Iteration 12Q: 3 clusters Score -66984.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -66985.593750 Penalty: 2126.771484
	Iteration 13Q: 3 clusters Score -66985.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -66986.773438 Penalty: 2126.771484
	Iteration 14Q: 3 clusters Score -66986.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -66987.679688 Penalty: 2126.771484
	Iteration 15Q: 3 clusters Score -66987.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -66989.648438 Penalty: 2126.771484
	Iteration 16Q: 3 clusters Score -66989.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -66994.023438 Penalty: 2126.771484
	Iteration 17Q: 3 clusters Score -66994.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -67001.265625 Penalty: 2126.771484
	Iteration 18Q: 3 clusters Score -67001.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -67005.093750 Penalty: 2126.771484
	Iteration 19Q: 3 clusters Score -67005.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -67005.585938 Penalty: 2126.771484
	Iteration 20F: 3 clusters Score -67005.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67005.773438 Penalty: 2126.771484
	Iteration 21Q: 3 clusters Score -67005.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67005.773438 Penalty: 2126.771484
	Iteration 22F: 3 clusters Score -67005.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Entering Unmasked Estep 
Score: -742346.875000 Penalty: 1422.704834
	Iteration 0F: 2 clusters Score -742346.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -737521.250000 Penalty: 2845.409668
	Iteration 0F: 3 clusters Score -737521.2 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -739097.812500 Penalty: 2845.409668
	Iteration 1F: 3 clusters Score -739097.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -739578.375000 Penalty: 2845.409668
	Iteration 2F: 3 clusters Score -739578.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -739974.500000 Penalty: 2845.409668
	Iteration 3F: 3 clusters Score -739974.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -740330.562500 Penalty: 2845.409668
	Iteration 4F: 3 clusters Score -740330.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -740603.500000 Penalty: 2845.409668
	Iteration 5F: 3 clusters Score -740603.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -740853.500000 Penalty: 2845.409668
	Iteration 6Q: 3 clusters Score -740853.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -741112.062500 Penalty: 2845.409668
	Iteration 7Q: 3 clusters Score -741112.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -741415.750000 Penalty: 2845.409668
	Iteration 8Q: 3 clusters Score -741415.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -741649.687500 Penalty: 2845.409668
	Iteration 9Q: 3 clusters Score -741649.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -741794.062500 Penalty: 2845.409668
	Iteration 10Q: 3 clusters Score -741794.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -741879.937500 Penalty: 2845.409668
	Iteration 11Q: 3 clusters Score -741879.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -741937.187500 Penalty: 2845.409668
	Iteration 12Q: 3 clusters Score -741937.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -741986.250000 Penalty: 2845.409668
	Iteration 13Q: 3 clusters Score -741986.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -742050.375000 Penalty: 2845.409668
	Iteration 14Q: 3 clusters Score -742050.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -742123.687500 Penalty: 2845.409668
	Iteration 15Q: 3 clusters Score -742123.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -742147.562500 Penalty: 2845.409668
	Iteration 16Q: 3 clusters Score -742147.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -742161.750000 Penalty: 2845.409668
	Iteration 17Q: 3 clusters Score -742161.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -742171.000000 Penalty: 2845.409668
	Iteration 18Q: 3 clusters Score -742171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -742174.000000 Penalty: 2845.409668
	Iteration 19Q: 3 clusters Score -742174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -742178.375000 Penalty: 2845.409668
	Iteration 20F: 3 clusters Score -742178.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -742178.375000 Penalty: 2845.409668
	Iteration 21Q: 3 clusters Score -742178.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -742179.562500 Penalty: 2845.409668
	Iteration 22Q: 3 clusters Score -742179.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -742180.125000 Penalty: 2845.409668
	Iteration 23Q: 3 clusters Score -742180.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -742180.687500 Penalty: 2845.409668
	Iteration 24Q: 3 clusters Score -742180.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -742180.937500 Penalty: 2845.409668
	Iteration 25Q: 3 clusters Score -742180.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -742180.937500 Penalty: 2845.409668
	Iteration 26F: 3 clusters Score -742180.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -10897.729492 Penalty: 954.219177
	Iteration 0F: 2 clusters Score -10897.73 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 185 members 
Entering Unmasked Estep 
Score: -10090.819336 Penalty: 1908.438354
	Iteration 0F: 3 clusters Score -10090.82 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -10437.165039 Penalty: 1908.438354
	Iteration 1F: 3 clusters Score -10437.17 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -10531.899414 Penalty: 1908.438354
	Iteration 2F: 3 clusters Score -10531.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -10578.202148 Penalty: 1908.438354
	Iteration 3Q: 3 clusters Score -10578.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -10639.800781 Penalty: 1908.438354
	Iteration 4Q: 3 clusters Score -10639.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -10667.965820 Penalty: 1908.438354
	Iteration 5Q: 3 clusters Score -10667.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -10677.639648 Penalty: 1908.438354
	Iteration 6Q: 3 clusters Score -10677.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -10703.941406 Penalty: 1908.438354
	Iteration 7Q: 3 clusters Score -10703.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -10714.611328 Penalty: 1908.438354
	Iteration 8Q: 3 clusters Score -10714.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -10727.750000 Penalty: 1908.438354
	Iteration 9Q: 3 clusters Score -10727.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -10729.221680 Penalty: 1908.438354
	Iteration 10Q: 3 clusters Score -10729.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -10729.221680 Penalty: 1908.438354
	Iteration 11F: 3 clusters Score -10729.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (100247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100247 members 
Entering Unmasked Estep 
Score: -12504818.000000 Penalty: 1871.251221
	Iteration 0F: 2 clusters Score -1.250482e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49875 members 
Mstep: Class 2 contains 50372 members 
Entering Unmasked Estep 
Score: -12439385.000000 Penalty: 3742.502441
	Iteration 0F: 3 clusters Score -1.243938e+07 nChanged 47994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 52622 members 
Entering Unmasked Estep 
Score: -12467302.000000 Penalty: 3742.502441
	Iteration 1F: 3 clusters Score -1.24673e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 53997 members 
Entering Unmasked Estep 
Score: -12468539.000000 Penalty: 3742.502441
	Iteration 2Q: 3 clusters Score -1.246854e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44169 members 
Mstep: Class 2 contains 56078 members 
Entering Unmasked Estep 
Score: -12470368.000000 Penalty: 3742.502441
	Iteration 3Q: 3 clusters Score -1.247037e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 58900 members 
Entering Unmasked Estep 
Score: -12473163.000000 Penalty: 3742.502441
	Iteration 4Q: 3 clusters Score -1.247316e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 62399 members 
Entering Unmasked Estep 
Score: -12477192.000000 Penalty: 3742.502441
	Iteration 5F: 3 clusters Score -1.247719e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 66179 members 
Entering Unmasked Estep 
Score: -12482001.000000 Penalty: 3742.502441
	Iteration 6F: 3 clusters Score -1.2482e+07 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 69503 members 
Entering Unmasked Estep 
Score: -12486461.000000 Penalty: 3742.502441
	Iteration 7F: 3 clusters Score -1.248646e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 72123 members 
Entering Unmasked Estep 
Score: -12489394.000000 Penalty: 3742.502441
	Iteration 8Q: 3 clusters Score -1.248939e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 74096 members 
Entering Unmasked Estep 
Score: -12491225.000000 Penalty: 3742.502441
	Iteration 9Q: 3 clusters Score -1.249122e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 75812 members 
Entering Unmasked Estep 
Score: -12492368.000000 Penalty: 3742.502441
	Iteration 10Q: 3 clusters Score -1.249237e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 77380 members 
Entering Unmasked Estep 
Score: -12493370.000000 Penalty: 3742.502441
	Iteration 11Q: 3 clusters Score -1.249337e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 78892 members 
Entering Unmasked Estep 
Score: -12494127.000000 Penalty: 3742.502441
	Iteration 12Q: 3 clusters Score -1.249413e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 80352 members 
Entering Unmasked Estep 
Score: -12494871.000000 Penalty: 3742.502441
	Iteration 13Q: 3 clusters Score -1.249487e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 81788 members 
Entering Unmasked Estep 
Score: -12495519.000000 Penalty: 3742.502441
	Iteration 14Q: 3 clusters Score -1.249552e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 83221 members 
Entering Unmasked Estep 
Score: -12496267.000000 Penalty: 3742.502441
	Iteration 15Q: 3 clusters Score -1.249627e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 84636 members 
Entering Unmasked Estep 
Score: -12496898.000000 Penalty: 3742.502441
	Iteration 16Q: 3 clusters Score -1.24969e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 85985 members 
Entering Unmasked Estep 
Score: -12497633.000000 Penalty: 3742.502441
	Iteration 17Q: 3 clusters Score -1.249763e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 87348 members 
Entering Unmasked Estep 
Score: -12498299.000000 Penalty: 3742.502441
	Iteration 18Q: 3 clusters Score -1.24983e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 88704 members 
Entering Unmasked Estep 
Score: -12498972.000000 Penalty: 3742.502441
	Iteration 19Q: 3 clusters Score -1.249897e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 90075 members 
Entering Unmasked Estep 
Score: -12499768.000000 Penalty: 3742.502441
	Iteration 20F: 3 clusters Score -1.249977e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 91426 members 
Entering Unmasked Estep 
Score: -12500591.000000 Penalty: 3742.502441
	Iteration 21Q: 3 clusters Score -1.250059e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 92668 members 
Entering Unmasked Estep 
Score: -12501335.000000 Penalty: 3742.502441
	Iteration 22Q: 3 clusters Score -1.250134e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 93847 members 
Entering Unmasked Estep 
Score: -12501918.000000 Penalty: 3742.502441
	Iteration 23Q: 3 clusters Score -1.250192e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 94901 members 
Entering Unmasked Estep 
Score: -12502441.000000 Penalty: 3742.502441
	Iteration 24Q: 3 clusters Score -1.250244e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 95732 members 
Entering Unmasked Estep 
Score: -12502725.000000 Penalty: 3742.502441
	Iteration 25Q: 3 clusters Score -1.250272e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 96437 members 
Entering Unmasked Estep 
Score: -12503002.000000 Penalty: 3742.502441
	Iteration 26Q: 3 clusters Score -1.2503e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 97003 members 
Entering Unmasked Estep 
Score: -12503172.000000 Penalty: 3742.502441
	Iteration 27Q: 3 clusters Score -1.250317e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 97419 members 
Entering Unmasked Estep 
Score: -12503311.000000 Penalty: 3742.502441
	Iteration 28Q: 3 clusters Score -1.250331e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 97775 members 
Entering Unmasked Estep 
Score: -12503414.000000 Penalty: 3742.502441
	Iteration 29Q: 3 clusters Score -1.250341e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 98054 members 
Entering Unmasked Estep 
Score: -12503480.000000 Penalty: 3742.502441
	Iteration 30Q: 3 clusters Score -1.250348e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 98240 members 
Entering Unmasked Estep 
Score: -12503514.000000 Penalty: 3742.502441
	Iteration 31Q: 3 clusters Score -1.250351e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 98374 members 
Entering Unmasked Estep 
Score: -12503567.000000 Penalty: 3742.502441
	Iteration 32Q: 3 clusters Score -1.250357e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 98466 members 
Entering Unmasked Estep 
Score: -12503577.000000 Penalty: 3742.502441
	Iteration 33Q: 3 clusters Score -1.250358e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 98524 members 
Entering Unmasked Estep 
Score: -12503592.000000 Penalty: 3742.502441
	Iteration 34Q: 3 clusters Score -1.250359e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 98584 members 
Entering Unmasked Estep 
Score: -12503590.000000 Penalty: 3742.502441
	Iteration 35Q: 3 clusters Score -1.250359e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 98632 members 
Entering Unmasked Estep 
Score: -12503617.000000 Penalty: 3742.502441
	Iteration 36Q: 3 clusters Score -1.250362e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 98681 members 
Entering Unmasked Estep 
Score: -12503635.000000 Penalty: 3742.502441
	Iteration 37Q: 3 clusters Score -1.250364e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 98719 members 
Entering Unmasked Estep 
Score: -12503629.000000 Penalty: 3742.502441
	Iteration 38Q: 3 clusters Score -1.250363e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 98752 members 
Entering Unmasked Estep 
Score: -12503626.000000 Penalty: 3742.502441
	Iteration 39Q: 3 clusters Score -1.250363e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 98784 members 
Entering Unmasked Estep 
Score: -12503639.000000 Penalty: 3742.502441
	Iteration 40F: 3 clusters Score -1.250364e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 98813 members 
Entering Unmasked Estep 
Score: -12503642.000000 Penalty: 3742.502441
	Iteration 41Q: 3 clusters Score -1.250364e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 98847 members 
Entering Unmasked Estep 
Score: -12503638.000000 Penalty: 3742.502441
	Iteration 42Q: 3 clusters Score -1.250364e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 98873 members 
Entering Unmasked Estep 
Score: -12503638.000000 Penalty: 3742.502441
	Iteration 43Q: 3 clusters Score -1.250364e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 98893 members 
Entering Unmasked Estep 
Score: -12503632.000000 Penalty: 3742.502441
	Iteration 44Q: 3 clusters Score -1.250363e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 98903 members 
Entering Unmasked Estep 
Score: -12503650.000000 Penalty: 3742.502441
	Iteration 45Q: 3 clusters Score -1.250365e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 98915 members 
Entering Unmasked Estep 
Score: -12503666.000000 Penalty: 3742.502441
	Iteration 46Q: 3 clusters Score -1.250367e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 98920 members 
Entering Unmasked Estep 
Score: -12503666.000000 Penalty: 3742.502441
	Iteration 47Q: 3 clusters Score -1.250367e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 98933 members 
Entering Unmasked Estep 
Score: -12503662.000000 Penalty: 3742.502441
	Iteration 48Q: 3 clusters Score -1.250366e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 98947 members 
Entering Unmasked Estep 
Score: -12503652.000000 Penalty: 3742.502441
	Iteration 49Q: 3 clusters Score -1.250365e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 98957 members 
Entering Unmasked Estep 
Score: -12503664.000000 Penalty: 3742.502441
	Iteration 50Q: 3 clusters Score -1.250366e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 98965 members 
Entering Unmasked Estep 
Score: -12503657.000000 Penalty: 3742.502441
	Iteration 51Q: 3 clusters Score -1.250366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 98966 members 
Entering Unmasked Estep 
Score: -12503663.000000 Penalty: 3742.502441
	Iteration 52Q: 3 clusters Score -1.250366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 98970 members 
Entering Unmasked Estep 
Score: -12503659.000000 Penalty: 3742.502441
	Iteration 53Q: 3 clusters Score -1.250366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 98973 members 
Entering Unmasked Estep 
Score: -12503661.000000 Penalty: 3742.502441
	Iteration 54Q: 3 clusters Score -1.250366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 98976 members 
Entering Unmasked Estep 
Score: -12503660.000000 Penalty: 3742.502441
	Iteration 55Q: 3 clusters Score -1.250366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 98981 members 
Entering Unmasked Estep 
Score: -12503662.000000 Penalty: 3742.502441
	Iteration 56Q: 3 clusters Score -1.250366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 98985 members 
Entering Unmasked Estep 
Score: -12503659.000000 Penalty: 3742.502441
	Iteration 57Q: 3 clusters Score -1.250366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 98994 members 
Entering Unmasked Estep 
Score: -12503669.000000 Penalty: 3742.502441
	Iteration 58Q: 3 clusters Score -1.250367e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 99003 members 
Entering Unmasked Estep 
Score: -12503659.000000 Penalty: 3742.502441
	Iteration 59Q: 3 clusters Score -1.250366e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 99015 members 
Entering Unmasked Estep 
Score: -12503673.000000 Penalty: 3742.502441
	Iteration 60F: 3 clusters Score -1.250367e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 99030 members 
Entering Unmasked Estep 
Score: -12503684.000000 Penalty: 3742.502441
	Iteration 61Q: 3 clusters Score -1.250368e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 99041 members 
Entering Unmasked Estep 
Score: -12503671.000000 Penalty: 3742.502441
	Iteration 62Q: 3 clusters Score -1.250367e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 99051 members 
Entering Unmasked Estep 
Score: -12503670.000000 Penalty: 3742.502441
	Iteration 63Q: 3 clusters Score -1.250367e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 99056 members 
Entering Unmasked Estep 
Score: -12503678.000000 Penalty: 3742.502441
	Iteration 64Q: 3 clusters Score -1.250368e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 99073 members 
Entering Unmasked Estep 
Score: -12503683.000000 Penalty: 3742.502441
	Iteration 65Q: 3 clusters Score -1.250368e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 99081 members 
Entering Unmasked Estep 
Score: -12503680.000000 Penalty: 3742.502441
	Iteration 66Q: 3 clusters Score -1.250368e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 99098 members 
Entering Unmasked Estep 
Score: -12503687.000000 Penalty: 3742.502441
	Iteration 67Q: 3 clusters Score -1.250369e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 99113 members 
Entering Unmasked Estep 
Score: -12503684.000000 Penalty: 3742.502441
	Iteration 68Q: 3 clusters Score -1.250368e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 99121 members 
Entering Unmasked Estep 
Score: -12503691.000000 Penalty: 3742.502441
	Iteration 69Q: 3 clusters Score -1.250369e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 99126 members 
Entering Unmasked Estep 
Score: -12503699.000000 Penalty: 3742.502441
	Iteration 70Q: 3 clusters Score -1.25037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 99132 members 
Entering Unmasked Estep 
Score: -12503700.000000 Penalty: 3742.502441
	Iteration 71Q: 3 clusters Score -1.25037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 99137 members 
Entering Unmasked Estep 
Score: -12503699.000000 Penalty: 3742.502441
	Iteration 72Q: 3 clusters Score -1.25037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 99143 members 
Entering Unmasked Estep 
Score: -12503695.000000 Penalty: 3742.502441
	Iteration 73Q: 3 clusters Score -1.25037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 99148 members 
Entering Unmasked Estep 
Score: -12503699.000000 Penalty: 3742.502441
	Iteration 74Q: 3 clusters Score -1.25037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 99151 members 
Entering Unmasked Estep 
Score: -12503708.000000 Penalty: 3742.502441
	Iteration 75Q: 3 clusters Score -1.250371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 99158 members 
Entering Unmasked Estep 
Score: -12503716.000000 Penalty: 3742.502441
	Iteration 76Q: 3 clusters Score -1.250372e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 99164 members 
Entering Unmasked Estep 
Score: -12503721.000000 Penalty: 3742.502441
	Iteration 77Q: 3 clusters Score -1.250372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 99170 members 
Entering Unmasked Estep 
Score: -12503729.000000 Penalty: 3742.502441
	Iteration 78Q: 3 clusters Score -1.250373e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 99175 members 
Entering Unmasked Estep 
Score: -12503736.000000 Penalty: 3742.502441
	Iteration 79Q: 3 clusters Score -1.250374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 99179 members 
Entering Unmasked Estep 
Score: -12503735.000000 Penalty: 3742.502441
	Iteration 80F: 3 clusters Score -1.250374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 99180 members 
Entering Unmasked Estep 
Score: -12503735.000000 Penalty: 3742.502441
	Iteration 81Q: 3 clusters Score -1.250374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 99181 members 
Entering Unmasked Estep 
Score: -12503741.000000 Penalty: 3742.502441
	Iteration 82Q: 3 clusters Score -1.250374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 99181 members 
Entering Unmasked Estep 
Score: -12503741.000000 Penalty: 3742.502441
	Iteration 83F: 3 clusters Score -1.250374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -1150377.750000 Penalty: 1488.550293
	Iteration 0F: 2 clusters Score -1150378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1143554.000000 Penalty: 2977.100586
	Iteration 0F: 3 clusters Score -1143554 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1145815.625000 Penalty: 2977.100586
	Iteration 1F: 3 clusters Score -1145816 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1146156.625000 Penalty: 2977.100586
	Iteration 2F: 3 clusters Score -1146157 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1146507.125000 Penalty: 2977.100586
	Iteration 3F: 3 clusters Score -1146507 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1146847.000000 Penalty: 2977.100586
	Iteration 4F: 3 clusters Score -1146847 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1147201.000000 Penalty: 2977.100586
	Iteration 5F: 3 clusters Score -1147201 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1147491.625000 Penalty: 2977.100586
	Iteration 6F: 3 clusters Score -1147492 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1147747.000000 Penalty: 2977.100586
	Iteration 7Q: 3 clusters Score -1147747 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1147949.750000 Penalty: 2977.100586
	Iteration 8Q: 3 clusters Score -1147950 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1148137.250000 Penalty: 2977.100586
	Iteration 9Q: 3 clusters Score -1148137 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1148293.625000 Penalty: 2977.100586
	Iteration 10Q: 3 clusters Score -1148294 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1148417.125000 Penalty: 2977.100586
	Iteration 11Q: 3 clusters Score -1148417 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1148517.500000 Penalty: 2977.100586
	Iteration 12Q: 3 clusters Score -1148518 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1148588.875000 Penalty: 2977.100586
	Iteration 13Q: 3 clusters Score -1148589 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1148650.125000 Penalty: 2977.100586
	Iteration 14Q: 3 clusters Score -1148650 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1148701.250000 Penalty: 2977.100586
	Iteration 15Q: 3 clusters Score -1148701 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1148753.750000 Penalty: 2977.100586
	Iteration 16Q: 3 clusters Score -1148754 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1148812.125000 Penalty: 2977.100586
	Iteration 17Q: 3 clusters Score -1148812 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1148865.125000 Penalty: 2977.100586
	Iteration 18Q: 3 clusters Score -1148865 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1148909.875000 Penalty: 2977.100586
	Iteration 19Q: 3 clusters Score -1148910 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1148944.375000 Penalty: 2977.100586
	Iteration 20F: 3 clusters Score -1148944 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1148974.375000 Penalty: 2977.100586
	Iteration 21Q: 3 clusters Score -1148974 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1149017.125000 Penalty: 2977.100586
	Iteration 22Q: 3 clusters Score -1149017 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1149047.125000 Penalty: 2977.100586
	Iteration 23Q: 3 clusters Score -1149047 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1149079.625000 Penalty: 2977.100586
	Iteration 24Q: 3 clusters Score -1149080 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1149102.500000 Penalty: 2977.100586
	Iteration 25Q: 3 clusters Score -1149102 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1149118.250000 Penalty: 2977.100586
	Iteration 26Q: 3 clusters Score -1149118 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1149138.625000 Penalty: 2977.100586
	Iteration 27Q: 3 clusters Score -1149139 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1149153.750000 Penalty: 2977.100586
	Iteration 28Q: 3 clusters Score -1149154 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1149168.750000 Penalty: 2977.100586
	Iteration 29Q: 3 clusters Score -1149169 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1149183.125000 Penalty: 2977.100586
	Iteration 30Q: 3 clusters Score -1149183 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1149195.875000 Penalty: 2977.100586
	Iteration 31Q: 3 clusters Score -1149196 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1149207.125000 Penalty: 2977.100586
	Iteration 32Q: 3 clusters Score -1149207 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1149216.125000 Penalty: 2977.100586
	Iteration 33Q: 3 clusters Score -1149216 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1149230.000000 Penalty: 2977.100586
	Iteration 34Q: 3 clusters Score -1149230 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1149242.625000 Penalty: 2977.100586
	Iteration 35Q: 3 clusters Score -1149243 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1149254.250000 Penalty: 2977.100586
	Iteration 36Q: 3 clusters Score -1149254 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1149261.500000 Penalty: 2977.100586
	Iteration 37Q: 3 clusters Score -1149262 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1149274.250000 Penalty: 2977.100586
	Iteration 38Q: 3 clusters Score -1149274 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1149282.375000 Penalty: 2977.100586
	Iteration 39Q: 3 clusters Score -1149282 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1149287.375000 Penalty: 2977.100586
	Iteration 40F: 3 clusters Score -1149287 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1149301.000000 Penalty: 2977.100586
	Iteration 41Q: 3 clusters Score -1149301 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1149305.250000 Penalty: 2977.100586
	Iteration 42Q: 3 clusters Score -1149305 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1149313.375000 Penalty: 2977.100586
	Iteration 43Q: 3 clusters Score -1149313 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1149320.125000 Penalty: 2977.100586
	Iteration 44Q: 3 clusters Score -1149320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1149322.625000 Penalty: 2977.100586
	Iteration 45Q: 3 clusters Score -1149323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1149331.375000 Penalty: 2977.100586
	Iteration 46Q: 3 clusters Score -1149331 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1149335.500000 Penalty: 2977.100586
	Iteration 47Q: 3 clusters Score -1149336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1149341.750000 Penalty: 2977.100586
	Iteration 48Q: 3 clusters Score -1149342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1149348.000000 Penalty: 2977.100586
	Iteration 49Q: 3 clusters Score -1149348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1149352.375000 Penalty: 2977.100586
	Iteration 50Q: 3 clusters Score -1149352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1149357.250000 Penalty: 2977.100586
	Iteration 51Q: 3 clusters Score -1149357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1149361.750000 Penalty: 2977.100586
	Iteration 52Q: 3 clusters Score -1149362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1149363.125000 Penalty: 2977.100586
	Iteration 53Q: 3 clusters Score -1149363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1149369.125000 Penalty: 2977.100586
	Iteration 54Q: 3 clusters Score -1149369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1149370.125000 Penalty: 2977.100586
	Iteration 55Q: 3 clusters Score -1149370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1149376.000000 Penalty: 2977.100586
	Iteration 56Q: 3 clusters Score -1149376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1149380.000000 Penalty: 2977.100586
	Iteration 57Q: 3 clusters Score -1149380 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1149384.250000 Penalty: 2977.100586
	Iteration 58Q: 3 clusters Score -1149384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1149390.000000 Penalty: 2977.100586
	Iteration 59Q: 3 clusters Score -1149390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1149392.750000 Penalty: 2977.100586
	Iteration 60F: 3 clusters Score -1149393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1149395.375000 Penalty: 2977.100586
	Iteration 61Q: 3 clusters Score -1149395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1149404.000000 Penalty: 2977.100586
	Iteration 62Q: 3 clusters Score -1149404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1149409.375000 Penalty: 2977.100586
	Iteration 63Q: 3 clusters Score -1149409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1149414.125000 Penalty: 2977.100586
	Iteration 64Q: 3 clusters Score -1149414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1149413.750000 Penalty: 2977.100586
	Iteration 65Q: 3 clusters Score -1149414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1149417.125000 Penalty: 2977.100586
	Iteration 66Q: 3 clusters Score -1149417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1149419.875000 Penalty: 2977.100586
	Iteration 67Q: 3 clusters Score -1149420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1149422.000000 Penalty: 2977.100586
	Iteration 68Q: 3 clusters Score -1149422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1149424.250000 Penalty: 2977.100586
	Iteration 69Q: 3 clusters Score -1149424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1149426.500000 Penalty: 2977.100586
	Iteration 70Q: 3 clusters Score -1149426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1149428.250000 Penalty: 2977.100586
	Iteration 71Q: 3 clusters Score -1149428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1149428.750000 Penalty: 2977.100586
	Iteration 72Q: 3 clusters Score -1149429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1149431.250000 Penalty: 2977.100586
	Iteration 73Q: 3 clusters Score -1149431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1149432.750000 Penalty: 2977.100586
	Iteration 74Q: 3 clusters Score -1149433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1149433.125000 Penalty: 2977.100586
	Iteration 75Q: 3 clusters Score -1149433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1149436.000000 Penalty: 2977.100586
	Iteration 76Q: 3 clusters Score -1149436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1149434.375000 Penalty: 2977.100586
	Iteration 77Q: 3 clusters Score -1149434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1149434.375000 Penalty: 2977.100586
	Iteration 78Q: 3 clusters Score -1149434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1149438.625000 Penalty: 2977.100586
	Iteration 79Q: 3 clusters Score -1149439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1149439.750000 Penalty: 2977.100586
	Iteration 80F: 3 clusters Score -1149440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1149442.500000 Penalty: 2977.100586
	Iteration 81Q: 3 clusters Score -1149442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1149442.500000 Penalty: 2977.100586
	Iteration 82Q: 3 clusters Score -1149442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1149442.250000 Penalty: 2977.100586
	Iteration 83Q: 3 clusters Score -1149442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1149442.125000 Penalty: 2977.100586
	Iteration 84Q: 3 clusters Score -1149442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1149442.125000 Penalty: 2977.100586
	Iteration 85F: 3 clusters Score -1149442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (20492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Entering Unmasked Estep 
Score: -2606450.000000 Penalty: 1613.265869
	Iteration 0F: 2 clusters Score -2606450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2592509.000000 Penalty: 3226.531738
	Iteration 0F: 3 clusters Score -2592509 nChanged 9158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2597484.750000 Penalty: 3226.531738
	Iteration 1F: 3 clusters Score -2597485 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2597796.500000 Penalty: 3226.531738
	Iteration 2Q: 3 clusters Score -2597796 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2598135.750000 Penalty: 3226.531738
	Iteration 3Q: 3 clusters Score -2598136 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2598512.000000 Penalty: 3226.531738
	Iteration 4Q: 3 clusters Score -2598512 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2598957.250000 Penalty: 3226.531738
	Iteration 5Q: 3 clusters Score -2598957 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2599523.500000 Penalty: 3226.531738
	Iteration 6F: 3 clusters Score -2599524 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2600275.250000 Penalty: 3226.531738
	Iteration 7F: 3 clusters Score -2600275 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -2601197.250000 Penalty: 3226.531738
	Iteration 8F: 3 clusters Score -2601197 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2602261.250000 Penalty: 3226.531738
	Iteration 9F: 3 clusters Score -2602261 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2603218.000000 Penalty: 3226.531738
	Iteration 10F: 3 clusters Score -2603218 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -2603895.500000 Penalty: 3226.531738
	Iteration 11Q: 3 clusters Score -2603896 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -2604290.500000 Penalty: 3226.531738
	Iteration 12Q: 3 clusters Score -2604290 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2604529.500000 Penalty: 3226.531738
	Iteration 13Q: 3 clusters Score -2604530 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -2604687.500000 Penalty: 3226.531738
	Iteration 14Q: 3 clusters Score -2604688 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -2604766.750000 Penalty: 3226.531738
	Iteration 15Q: 3 clusters Score -2604767 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -2604827.250000 Penalty: 3226.531738
	Iteration 16Q: 3 clusters Score -2604827 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -2604874.250000 Penalty: 3226.531738
	Iteration 17Q: 3 clusters Score -2604874 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2604913.750000 Penalty: 3226.531738
	Iteration 18Q: 3 clusters Score -2604914 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2604944.000000 Penalty: 3226.531738
	Iteration 19Q: 3 clusters Score -2604944 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -2604967.000000 Penalty: 3226.531738
	Iteration 20F: 3 clusters Score -2604967 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -2604987.500000 Penalty: 3226.531738
	Iteration 21Q: 3 clusters Score -2604988 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -2604995.250000 Penalty: 3226.531738
	Iteration 22Q: 3 clusters Score -2604995 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -2605008.250000 Penalty: 3226.531738
	Iteration 23Q: 3 clusters Score -2605008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -2605015.500000 Penalty: 3226.531738
	Iteration 24Q: 3 clusters Score -2605016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -2605020.750000 Penalty: 3226.531738
	Iteration 25Q: 3 clusters Score -2605021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -2605026.250000 Penalty: 3226.531738
	Iteration 26Q: 3 clusters Score -2605026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -2605029.000000 Penalty: 3226.531738
	Iteration 27Q: 3 clusters Score -2605029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2605037.250000 Penalty: 3226.531738
	Iteration 28Q: 3 clusters Score -2605037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -2605043.750000 Penalty: 3226.531738
	Iteration 29Q: 3 clusters Score -2605044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2605041.750000 Penalty: 3226.531738
	Iteration 30Q: 3 clusters Score -2605042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -2605045.000000 Penalty: 3226.531738
	Iteration 31Q: 3 clusters Score -2605045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2605047.500000 Penalty: 3226.531738
	Iteration 32Q: 3 clusters Score -2605048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2605046.750000 Penalty: 3226.531738
	Iteration 33Q: 3 clusters Score -2605047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -2605047.500000 Penalty: 3226.531738
	Iteration 34Q: 3 clusters Score -2605048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2605047.500000 Penalty: 3226.531738
	Iteration 35Q: 3 clusters Score -2605048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2605050.000000 Penalty: 3226.531738
	Iteration 36Q: 3 clusters Score -2605050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -2605051.750000 Penalty: 3226.531738
	Iteration 37Q: 3 clusters Score -2605052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2605052.250000 Penalty: 3226.531738
	Iteration 38Q: 3 clusters Score -2605052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -2605055.500000 Penalty: 3226.531738
	Iteration 39Q: 3 clusters Score -2605056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -2605056.250000 Penalty: 3226.531738
	Iteration 40F: 3 clusters Score -2605056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2605052.500000 Penalty: 3226.531738
	Iteration 41Q: 3 clusters Score -2605052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -2605056.000000 Penalty: 3226.531738
	Iteration 42Q: 3 clusters Score -2605056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -2605055.750000 Penalty: 3226.531738
	Iteration 43Q: 3 clusters Score -2605056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -2605056.250000 Penalty: 3226.531738
	Iteration 44Q: 3 clusters Score -2605056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2605057.750000 Penalty: 3226.531738
	Iteration 45Q: 3 clusters Score -2605058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -2605059.250000 Penalty: 3226.531738
	Iteration 46Q: 3 clusters Score -2605059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -2605060.000000 Penalty: 3226.531738
	Iteration 47Q: 3 clusters Score -2605060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -2605058.750000 Penalty: 3226.531738
	Iteration 48Q: 3 clusters Score -2605059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -2605059.500000 Penalty: 3226.531738
	Iteration 49Q: 3 clusters Score -2605060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -2605057.750000 Penalty: 3226.531738
	Iteration 50Q: 3 clusters Score -2605058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -2605057.750000 Penalty: 3226.531738
	Iteration 51F: 3 clusters Score -2605058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -33116.355469 Penalty: 925.777710
	Iteration 0F: 2 clusters Score -33116.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32198.644531 Penalty: 1851.555420
	Iteration 0F: 3 clusters Score -32198.64 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -32312.902344 Penalty: 1851.555420
	Iteration 1F: 3 clusters Score -32312.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -32346.556641 Penalty: 1851.555420
	Iteration 2F: 3 clusters Score -32346.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -32367.416016 Penalty: 1851.555420
	Iteration 3Q: 3 clusters Score -32367.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -32374.169922 Penalty: 1851.555420
	Iteration 4Q: 3 clusters Score -32374.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -32375.476562 Penalty: 1851.555420
	Iteration 5Q: 3 clusters Score -32375.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -32375.476562 Penalty: 1851.555420
	Iteration 6F: 3 clusters Score -32375.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (109163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109163 members 
Entering Unmasked Estep 
Score: -13814162.000000 Penalty: 1885.097046
	Iteration 0F: 2 clusters Score -1.381416e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54385 members 
Mstep: Class 2 contains 54778 members 
Entering Unmasked Estep 
Score: -13752732.000000 Penalty: 3770.194092
	Iteration 0F: 3 clusters Score -1.375273e+07 nChanged 52471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51420 members 
Mstep: Class 2 contains 57743 members 
Entering Unmasked Estep 
Score: -13782763.000000 Penalty: 3770.194092
	Iteration 1F: 3 clusters Score -1.378276e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 59785 members 
Entering Unmasked Estep 
Score: -13783539.000000 Penalty: 3770.194092
	Iteration 2Q: 3 clusters Score -1.378354e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46157 members 
Mstep: Class 2 contains 63006 members 
Entering Unmasked Estep 
Score: -13784727.000000 Penalty: 3770.194092
	Iteration 3Q: 3 clusters Score -1.378473e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 67902 members 
Entering Unmasked Estep 
Score: -13786854.000000 Penalty: 3770.194092
	Iteration 4Q: 3 clusters Score -1.378685e+07 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 75090 members 
Entering Unmasked Estep 
Score: -13791169.000000 Penalty: 3770.194092
	Iteration 5F: 3 clusters Score -1.379117e+07 nChanged 9409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 84487 members 
Entering Unmasked Estep 
Score: -13798435.000000 Penalty: 3770.194092
	Iteration 6F: 3 clusters Score -1.379844e+07 nChanged 10113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 94598 members 
Entering Unmasked Estep 
Score: -13808038.000000 Penalty: 3770.194092
	Iteration 7F: 3 clusters Score -1.380804e+07 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 102904 members 
Entering Unmasked Estep 
Score: -13812518.000000 Penalty: 3770.194092
	Iteration 8F: 3 clusters Score -1.381252e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 107130 members 
Entering Unmasked Estep 
Score: -13812565.000000 Penalty: 3770.194092
	Iteration 9Q: 3 clusters Score -1.381256e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 108530 members 
Entering Unmasked Estep 
Score: -13812558.000000 Penalty: 3770.194092
	Iteration 10Q: 3 clusters Score -1.381256e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 108882 members 
Entering Unmasked Estep 
Score: -13812560.000000 Penalty: 3770.194092
	Iteration 11Q: 3 clusters Score -1.381256e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 108970 members 
Entering Unmasked Estep 
Score: -13812592.000000 Penalty: 3770.194092
	Iteration 12Q: 3 clusters Score -1.381259e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 108995 members 
Entering Unmasked Estep 
Score: -13812600.000000 Penalty: 3770.194092
	Iteration 13Q: 3 clusters Score -1.38126e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 109006 members 
Entering Unmasked Estep 
Score: -13812602.000000 Penalty: 3770.194092
	Iteration 14Q: 3 clusters Score -1.38126e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 109008 members 
Entering Unmasked Estep 
Score: -13812622.000000 Penalty: 3770.194092
	Iteration 15Q: 3 clusters Score -1.381262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 109009 members 
Entering Unmasked Estep 
Score: -13812630.000000 Penalty: 3770.194092
	Iteration 16Q: 3 clusters Score -1.381263e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 109011 members 
Entering Unmasked Estep 
Score: -13812634.000000 Penalty: 3770.194092
	Iteration 17Q: 3 clusters Score -1.381263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 109014 members 
Entering Unmasked Estep 
Score: -13812647.000000 Penalty: 3770.194092
	Iteration 18Q: 3 clusters Score -1.381265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 109015 members 
Entering Unmasked Estep 
Score: -13812651.000000 Penalty: 3770.194092
	Iteration 19Q: 3 clusters Score -1.381265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 109015 members 
Entering Unmasked Estep 
Score: -13812651.000000 Penalty: 3770.194092
	Iteration 20F: 3 clusters Score -1.381265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 83614 members 
Mstep: Class 3 contains 7109 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55221 members 
Mstep: Class 6 contains 9617 members 
Mstep: Class 7 contains 5277 members 
Mstep: Class 8 contains 1742 members 
Mstep: Class 9 contains 7222 members 
Mstep: Class 10 contains 104236 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 108064 members 
Mstep: Class 13 contains 14688 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6873 members 
Mstep: Class 16 contains 8663 members 
Mstep: Class 17 contains 24514 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5588 members 
Mstep: Class 20 contains 2909 members 
Mstep: Class 21 contains 53204 members 
Mstep: Class 22 contains 1371 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 9584 members 
Mstep: Class 25 contains 81612 members 
Mstep: Class 26 contains 35894 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4791 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 4516 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3898 members 
Mstep: Class 34 contains 1344 members 
Mstep: Class 35 contains 246 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 695 members 
Mstep: Class 39 contains 6343 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100247 members 
Mstep: Class 42 contains 9512 members 
Mstep: Class 43 contains 20492 members 
Mstep: Class 44 contains 298 members 
Mstep: Class 45 contains 109163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775152.000000 Penalty: 100403.789062
Iteration 319Q: 46 clusters Score -1.117752e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 83599 members 
Mstep: Class 3 contains 7108 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55245 members 
Mstep: Class 6 contains 9617 members 
Mstep: Class 7 contains 5276 members 
Mstep: Class 8 contains 1744 members 
Mstep: Class 9 contains 7215 members 
Mstep: Class 10 contains 104220 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 108082 members 
Mstep: Class 13 contains 14681 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6872 members 
Mstep: Class 16 contains 8659 members 
Mstep: Class 17 contains 24508 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 2910 members 
Mstep: Class 21 contains 53186 members 
Mstep: Class 22 contains 1371 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 9583 members 
Mstep: Class 25 contains 81587 members 
Mstep: Class 26 contains 35867 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4800 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2916 members 
Mstep: Class 31 contains 4517 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3899 members 
Mstep: Class 34 contains 1345 members 
Mstep: Class 35 contains 246 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 695 members 
Mstep: Class 39 contains 6346 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100270 members 
Mstep: Class 42 contains 9501 members 
Mstep: Class 43 contains 20533 members 
Mstep: Class 44 contains 298 members 
Mstep: Class 45 contains 109178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775104.000000 Penalty: 100403.789062
Iteration 320F: 46 clusters Score -1.117751e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 83596 members 
Mstep: Class 3 contains 7110 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55269 members 
Mstep: Class 6 contains 9616 members 
Mstep: Class 7 contains 5273 members 
Mstep: Class 8 contains 1753 members 
Mstep: Class 9 contains 7213 members 
Mstep: Class 10 contains 104196 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 108108 members 
Mstep: Class 13 contains 14683 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6871 members 
Mstep: Class 16 contains 8660 members 
Mstep: Class 17 contains 24497 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5597 members 
Mstep: Class 20 contains 2909 members 
Mstep: Class 21 contains 53163 members 
Mstep: Class 22 contains 1370 members 
Mstep: Class 23 contains 4999 members 
Mstep: Class 24 contains 9581 members 
Mstep: Class 25 contains 81565 members 
Mstep: Class 26 contains 35842 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4806 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2916 members 
Mstep: Class 31 contains 4517 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3901 members 
Mstep: Class 34 contains 1346 members 
Mstep: Class 35 contains 246 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 686 members 
Mstep: Class 39 contains 6346 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100282 members 
Mstep: Class 42 contains 9489 members 
Mstep: Class 43 contains 20572 members 
Mstep: Class 44 contains 298 members 
Mstep: Class 45 contains 109188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775312.000000 Penalty: 100403.789062
Iteration 321Q: 46 clusters Score -1.117753e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 83597 members 
Mstep: Class 3 contains 7110 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55286 members 
Mstep: Class 6 contains 9616 members 
Mstep: Class 7 contains 5272 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 7214 members 
Mstep: Class 10 contains 104152 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 108153 members 
Mstep: Class 13 contains 14682 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6871 members 
Mstep: Class 16 contains 8662 members 
Mstep: Class 17 contains 24490 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5600 members 
Mstep: Class 20 contains 2910 members 
Mstep: Class 21 contains 53147 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 4997 members 
Mstep: Class 24 contains 9581 members 
Mstep: Class 25 contains 81527 members 
Mstep: Class 26 contains 35826 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 1742 members 
Mstep: Class 30 contains 2916 members 
Mstep: Class 31 contains 4516 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3902 members 
Mstep: Class 34 contains 1346 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 686 members 
Mstep: Class 39 contains 6347 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100308 members 
Mstep: Class 42 contains 9473 members 
Mstep: Class 43 contains 20617 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 109185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775296.000000 Penalty: 100403.789062
Iteration 322Q: 46 clusters Score -1.117753e+08 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 83603 members 
Mstep: Class 3 contains 7111 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55301 members 
Mstep: Class 6 contains 9617 members 
Mstep: Class 7 contains 5271 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7214 members 
Mstep: Class 10 contains 104147 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 108187 members 
Mstep: Class 13 contains 14680 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6872 members 
Mstep: Class 16 contains 8663 members 
Mstep: Class 17 contains 24479 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5606 members 
Mstep: Class 20 contains 2911 members 
Mstep: Class 21 contains 53121 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 4995 members 
Mstep: Class 24 contains 9580 members 
Mstep: Class 25 contains 81496 members 
Mstep: Class 26 contains 35808 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4813 members 
Mstep: Class 29 contains 1742 members 
Mstep: Class 30 contains 2917 members 
Mstep: Class 31 contains 4519 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3902 members 
Mstep: Class 34 contains 1345 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 686 members 
Mstep: Class 39 contains 6346 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100311 members 
Mstep: Class 42 contains 9454 members 
Mstep: Class 43 contains 20661 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 109182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775168.000000 Penalty: 100403.789062
Iteration 323Q: 46 clusters Score -1.117752e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 83614 members 
Mstep: Class 3 contains 7113 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55321 members 
Mstep: Class 6 contains 9615 members 
Mstep: Class 7 contains 5271 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7215 members 
Mstep: Class 10 contains 104152 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 108211 members 
Mstep: Class 13 contains 14679 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6871 members 
Mstep: Class 16 contains 8662 members 
Mstep: Class 17 contains 24471 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5607 members 
Mstep: Class 20 contains 2914 members 
Mstep: Class 21 contains 53090 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 4995 members 
Mstep: Class 24 contains 9579 members 
Mstep: Class 25 contains 81475 members 
Mstep: Class 26 contains 35775 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4807 members 
Mstep: Class 29 contains 1742 members 
Mstep: Class 30 contains 2916 members 
Mstep: Class 31 contains 4517 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3901 members 
Mstep: Class 34 contains 1344 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 686 members 
Mstep: Class 39 contains 6346 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100316 members 
Mstep: Class 42 contains 9440 members 
Mstep: Class 43 contains 20714 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 109180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775168.000000 Penalty: 100403.789062
Iteration 324Q: 46 clusters Score -1.117752e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 83634 members 
Mstep: Class 3 contains 7115 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55324 members 
Mstep: Class 6 contains 9615 members 
Mstep: Class 7 contains 5270 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7212 members 
Mstep: Class 10 contains 104151 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 108239 members 
Mstep: Class 13 contains 14681 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6871 members 
Mstep: Class 16 contains 8662 members 
Mstep: Class 17 contains 24457 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5608 members 
Mstep: Class 20 contains 2914 members 
Mstep: Class 21 contains 53065 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 4994 members 
Mstep: Class 24 contains 9577 members 
Mstep: Class 25 contains 81448 members 
Mstep: Class 26 contains 35753 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4799 members 
Mstep: Class 29 contains 1742 members 
Mstep: Class 30 contains 2916 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3901 members 
Mstep: Class 34 contains 1344 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 686 members 
Mstep: Class 39 contains 6343 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100328 members 
Mstep: Class 42 contains 9421 members 
Mstep: Class 43 contains 20773 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 109181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775320.000000 Penalty: 100403.789062
Iteration 325Q: 46 clusters Score -1.117753e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 83649 members 
Mstep: Class 3 contains 7118 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55350 members 
Mstep: Class 6 contains 9614 members 
Mstep: Class 7 contains 5270 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7211 members 
Mstep: Class 10 contains 104120 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 108248 members 
Mstep: Class 13 contains 14679 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6871 members 
Mstep: Class 16 contains 8664 members 
Mstep: Class 17 contains 24455 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5610 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 53048 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 4996 members 
Mstep: Class 24 contains 9575 members 
Mstep: Class 25 contains 81439 members 
Mstep: Class 26 contains 35738 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4801 members 
Mstep: Class 29 contains 1742 members 
Mstep: Class 30 contains 2916 members 
Mstep: Class 31 contains 4517 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3902 members 
Mstep: Class 34 contains 1345 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 686 members 
Mstep: Class 39 contains 6342 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100313 members 
Mstep: Class 42 contains 9400 members 
Mstep: Class 43 contains 20839 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 109174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775416.000000 Penalty: 100403.789062
Iteration 326Q: 46 clusters Score -1.117754e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 83678 members 
Mstep: Class 3 contains 7118 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55374 members 
Mstep: Class 6 contains 9614 members 
Mstep: Class 7 contains 5271 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7209 members 
Mstep: Class 10 contains 104114 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 108246 members 
Mstep: Class 13 contains 14675 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6871 members 
Mstep: Class 16 contains 8665 members 
Mstep: Class 17 contains 24449 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5612 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 53030 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 4997 members 
Mstep: Class 24 contains 9572 members 
Mstep: Class 25 contains 81418 members 
Mstep: Class 26 contains 35715 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4802 members 
Mstep: Class 29 contains 1742 members 
Mstep: Class 30 contains 2916 members 
Mstep: Class 31 contains 4519 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3901 members 
Mstep: Class 34 contains 1346 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 686 members 
Mstep: Class 39 contains 6340 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100308 members 
Mstep: Class 42 contains 9384 members 
Mstep: Class 43 contains 20891 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 109167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775360.000000 Penalty: 100403.789062
Iteration 327Q: 46 clusters Score -1.117754e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 83711 members 
Mstep: Class 3 contains 7119 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55416 members 
Mstep: Class 6 contains 9615 members 
Mstep: Class 7 contains 5271 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7208 members 
Mstep: Class 10 contains 104112 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 108199 members 
Mstep: Class 13 contains 14674 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6870 members 
Mstep: Class 16 contains 8661 members 
Mstep: Class 17 contains 24441 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5615 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 53018 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 4997 members 
Mstep: Class 24 contains 9576 members 
Mstep: Class 25 contains 81392 members 
Mstep: Class 26 contains 35688 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4803 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2916 members 
Mstep: Class 31 contains 4520 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3902 members 
Mstep: Class 34 contains 1345 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 686 members 
Mstep: Class 39 contains 6340 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100316 members 
Mstep: Class 42 contains 9367 members 
Mstep: Class 43 contains 20953 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 109156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775392.000000 Penalty: 100403.789062
Iteration 328Q: 46 clusters Score -1.117754e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 83751 members 
Mstep: Class 3 contains 7118 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55454 members 
Mstep: Class 6 contains 9615 members 
Mstep: Class 7 contains 5271 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7206 members 
Mstep: Class 10 contains 104105 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 108212 members 
Mstep: Class 13 contains 14677 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6870 members 
Mstep: Class 16 contains 8659 members 
Mstep: Class 17 contains 24431 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5621 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 52993 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 4996 members 
Mstep: Class 24 contains 9576 members 
Mstep: Class 25 contains 81362 members 
Mstep: Class 26 contains 35660 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4802 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2916 members 
Mstep: Class 31 contains 4520 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3902 members 
Mstep: Class 34 contains 1344 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 686 members 
Mstep: Class 39 contains 6341 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100308 members 
Mstep: Class 42 contains 9349 members 
Mstep: Class 43 contains 20988 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 109152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775456.000000 Penalty: 100403.789062
Iteration 329Q: 46 clusters Score -1.117755e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 83776 members 
Mstep: Class 3 contains 7114 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55489 members 
Mstep: Class 6 contains 9615 members 
Mstep: Class 7 contains 5271 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7201 members 
Mstep: Class 10 contains 104096 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 108202 members 
Mstep: Class 13 contains 14678 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6870 members 
Mstep: Class 16 contains 8662 members 
Mstep: Class 17 contains 24429 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5624 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 52986 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 4992 members 
Mstep: Class 24 contains 9579 members 
Mstep: Class 25 contains 81350 members 
Mstep: Class 26 contains 35641 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4803 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2916 members 
Mstep: Class 31 contains 4520 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3903 members 
Mstep: Class 34 contains 1344 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 686 members 
Mstep: Class 39 contains 6339 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100303 members 
Mstep: Class 42 contains 9330 members 
Mstep: Class 43 contains 21019 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 109148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775424.000000 Penalty: 100403.789062
Iteration 330Q: 46 clusters Score -1.117754e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 83808 members 
Mstep: Class 3 contains 7114 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55510 members 
Mstep: Class 6 contains 9616 members 
Mstep: Class 7 contains 5271 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7197 members 
Mstep: Class 10 contains 104108 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 108191 members 
Mstep: Class 13 contains 14679 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6867 members 
Mstep: Class 16 contains 8660 members 
Mstep: Class 17 contains 24425 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5627 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 52974 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 4992 members 
Mstep: Class 24 contains 9579 members 
Mstep: Class 25 contains 81338 members 
Mstep: Class 26 contains 35620 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2916 members 
Mstep: Class 31 contains 4521 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3900 members 
Mstep: Class 34 contains 1344 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 686 members 
Mstep: Class 39 contains 6339 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100308 members 
Mstep: Class 42 contains 9312 members 
Mstep: Class 43 contains 21045 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 109127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775616.000000 Penalty: 100403.789062
Iteration 331Q: 46 clusters Score -1.117756e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 83806 members 
Mstep: Class 3 contains 7114 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55536 members 
Mstep: Class 6 contains 9615 members 
Mstep: Class 7 contains 5272 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7196 members 
Mstep: Class 10 contains 104134 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 108189 members 
Mstep: Class 13 contains 14683 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6867 members 
Mstep: Class 16 contains 8658 members 
Mstep: Class 17 contains 24421 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 52949 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 4988 members 
Mstep: Class 24 contains 9578 members 
Mstep: Class 25 contains 81326 members 
Mstep: Class 26 contains 35601 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2916 members 
Mstep: Class 31 contains 4521 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3903 members 
Mstep: Class 34 contains 1344 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 686 members 
Mstep: Class 39 contains 6338 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100302 members 
Mstep: Class 42 contains 9297 members 
Mstep: Class 43 contains 21080 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 109104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775688.000000 Penalty: 100403.789062
Iteration 332Q: 46 clusters Score -1.117757e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 83810 members 
Mstep: Class 3 contains 7114 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55571 members 
Mstep: Class 6 contains 9615 members 
Mstep: Class 7 contains 5273 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7196 members 
Mstep: Class 10 contains 104144 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 108200 members 
Mstep: Class 13 contains 14685 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6868 members 
Mstep: Class 16 contains 8656 members 
Mstep: Class 17 contains 24414 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 52927 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 4989 members 
Mstep: Class 24 contains 9575 members 
Mstep: Class 25 contains 81306 members 
Mstep: Class 26 contains 35590 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2915 members 
Mstep: Class 31 contains 4523 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3904 members 
Mstep: Class 34 contains 1345 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 686 members 
Mstep: Class 39 contains 6339 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100289 members 
Mstep: Class 42 contains 9283 members 
Mstep: Class 43 contains 21107 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 109089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775608.000000 Penalty: 100403.789062
Iteration 333Q: 46 clusters Score -1.117756e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 83844 members 
Mstep: Class 3 contains 7114 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55601 members 
Mstep: Class 6 contains 9614 members 
Mstep: Class 7 contains 5274 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7195 members 
Mstep: Class 10 contains 104131 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 108195 members 
Mstep: Class 13 contains 14685 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6868 members 
Mstep: Class 16 contains 8653 members 
Mstep: Class 17 contains 24405 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5662 members 
Mstep: Class 20 contains 2912 members 
Mstep: Class 21 contains 52904 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 4990 members 
Mstep: Class 24 contains 9575 members 
Mstep: Class 25 contains 81291 members 
Mstep: Class 26 contains 35573 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4808 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2915 members 
Mstep: Class 31 contains 4525 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3902 members 
Mstep: Class 34 contains 1346 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 686 members 
Mstep: Class 39 contains 6341 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100276 members 
Mstep: Class 42 contains 9271 members 
Mstep: Class 43 contains 21139 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 109088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775552.000000 Penalty: 100403.789062
Iteration 334Q: 46 clusters Score -1.117756e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 83877 members 
Mstep: Class 3 contains 7114 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55626 members 
Mstep: Class 6 contains 9615 members 
Mstep: Class 7 contains 5274 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7189 members 
Mstep: Class 10 contains 104113 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 108181 members 
Mstep: Class 13 contains 14686 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6868 members 
Mstep: Class 16 contains 8651 members 
Mstep: Class 17 contains 24395 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5672 members 
Mstep: Class 20 contains 2912 members 
Mstep: Class 21 contains 52897 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 4990 members 
Mstep: Class 24 contains 9576 members 
Mstep: Class 25 contains 81283 members 
Mstep: Class 26 contains 35556 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4807 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2915 members 
Mstep: Class 31 contains 4526 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3901 members 
Mstep: Class 34 contains 1346 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 686 members 
Mstep: Class 39 contains 6343 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100272 members 
Mstep: Class 42 contains 9258 members 
Mstep: Class 43 contains 21166 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 109083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775800.000000 Penalty: 100403.789062
Iteration 335Q: 46 clusters Score -1.117758e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 83913 members 
Mstep: Class 3 contains 7116 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55667 members 
Mstep: Class 6 contains 9614 members 
Mstep: Class 7 contains 5274 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7185 members 
Mstep: Class 10 contains 104095 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 108173 members 
Mstep: Class 13 contains 14685 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6866 members 
Mstep: Class 16 contains 8656 members 
Mstep: Class 17 contains 24389 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5679 members 
Mstep: Class 20 contains 2911 members 
Mstep: Class 21 contains 52888 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 4990 members 
Mstep: Class 24 contains 9578 members 
Mstep: Class 25 contains 81269 members 
Mstep: Class 26 contains 35535 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4808 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2916 members 
Mstep: Class 31 contains 4526 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3901 members 
Mstep: Class 34 contains 1346 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 686 members 
Mstep: Class 39 contains 6345 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100263 members 
Mstep: Class 42 contains 9234 members 
Mstep: Class 43 contains 21196 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 109071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775904.000000 Penalty: 100403.789062
Iteration 336Q: 46 clusters Score -1.117759e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 83948 members 
Mstep: Class 3 contains 7117 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55679 members 
Mstep: Class 6 contains 9614 members 
Mstep: Class 7 contains 5275 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7174 members 
Mstep: Class 10 contains 104083 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 108212 members 
Mstep: Class 13 contains 14686 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6867 members 
Mstep: Class 16 contains 8654 members 
Mstep: Class 17 contains 24388 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5685 members 
Mstep: Class 20 contains 2912 members 
Mstep: Class 21 contains 52864 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 4986 members 
Mstep: Class 24 contains 9579 members 
Mstep: Class 25 contains 81254 members 
Mstep: Class 26 contains 35509 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4807 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 4527 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3901 members 
Mstep: Class 34 contains 1346 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 686 members 
Mstep: Class 39 contains 6346 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100253 members 
Mstep: Class 42 contains 9212 members 
Mstep: Class 43 contains 21225 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 109065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775656.000000 Penalty: 100403.789062
Iteration 337Q: 46 clusters Score -1.117757e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 83983 members 
Mstep: Class 3 contains 7115 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55706 members 
Mstep: Class 6 contains 9612 members 
Mstep: Class 7 contains 5275 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7169 members 
Mstep: Class 10 contains 104089 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 108242 members 
Mstep: Class 13 contains 14689 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6863 members 
Mstep: Class 16 contains 8655 members 
Mstep: Class 17 contains 24381 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5694 members 
Mstep: Class 20 contains 2911 members 
Mstep: Class 21 contains 52829 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 4984 members 
Mstep: Class 24 contains 9580 members 
Mstep: Class 25 contains 81253 members 
Mstep: Class 26 contains 35485 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4803 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 4526 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3899 members 
Mstep: Class 34 contains 1346 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 686 members 
Mstep: Class 39 contains 6347 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100241 members 
Mstep: Class 42 contains 9197 members 
Mstep: Class 43 contains 21237 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 109054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775728.000000 Penalty: 100403.789062
Iteration 338Q: 46 clusters Score -1.117757e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 84016 members 
Mstep: Class 3 contains 7115 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55716 members 
Mstep: Class 6 contains 9610 members 
Mstep: Class 7 contains 5275 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7161 members 
Mstep: Class 10 contains 104090 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 108250 members 
Mstep: Class 13 contains 14690 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6864 members 
Mstep: Class 16 contains 8656 members 
Mstep: Class 17 contains 24378 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5704 members 
Mstep: Class 20 contains 2912 members 
Mstep: Class 21 contains 52801 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 4984 members 
Mstep: Class 24 contains 9580 members 
Mstep: Class 25 contains 81263 members 
Mstep: Class 26 contains 35462 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4801 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 4527 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3897 members 
Mstep: Class 34 contains 1346 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 686 members 
Mstep: Class 39 contains 6348 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100223 members 
Mstep: Class 42 contains 9176 members 
Mstep: Class 43 contains 21262 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 109056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775952.000000 Penalty: 100403.789062
Iteration 339Q: 46 clusters Score -1.11776e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 84052 members 
Mstep: Class 3 contains 7117 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55726 members 
Mstep: Class 6 contains 9609 members 
Mstep: Class 7 contains 5276 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7158 members 
Mstep: Class 10 contains 104090 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 108270 members 
Mstep: Class 13 contains 14689 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6864 members 
Mstep: Class 16 contains 8656 members 
Mstep: Class 17 contains 24383 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 2912 members 
Mstep: Class 21 contains 52760 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 4984 members 
Mstep: Class 24 contains 9582 members 
Mstep: Class 25 contains 81277 members 
Mstep: Class 26 contains 35443 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4801 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 4526 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3894 members 
Mstep: Class 34 contains 1346 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 686 members 
Mstep: Class 39 contains 6349 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100202 members 
Mstep: Class 42 contains 9168 members 
Mstep: Class 43 contains 21276 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 109043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775864.000000 Penalty: 100403.789062
Iteration 340F: 46 clusters Score -1.117759e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 84097 members 
Mstep: Class 3 contains 7119 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55718 members 
Mstep: Class 6 contains 9608 members 
Mstep: Class 7 contains 5276 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7157 members 
Mstep: Class 10 contains 104080 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 108295 members 
Mstep: Class 13 contains 14688 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6861 members 
Mstep: Class 16 contains 8660 members 
Mstep: Class 17 contains 24394 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5718 members 
Mstep: Class 20 contains 2912 members 
Mstep: Class 21 contains 52735 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 9582 members 
Mstep: Class 25 contains 81267 members 
Mstep: Class 26 contains 35421 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4798 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 4528 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3894 members 
Mstep: Class 34 contains 1346 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 686 members 
Mstep: Class 39 contains 6346 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100197 members 
Mstep: Class 42 contains 9159 members 
Mstep: Class 43 contains 21297 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 109031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775984.000000 Penalty: 100403.789062
Iteration 341Q: 46 clusters Score -1.11776e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 84149 members 
Mstep: Class 3 contains 7122 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55711 members 
Mstep: Class 6 contains 9606 members 
Mstep: Class 7 contains 5276 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7155 members 
Mstep: Class 10 contains 104078 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 108294 members 
Mstep: Class 13 contains 14686 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6861 members 
Mstep: Class 16 contains 8666 members 
Mstep: Class 17 contains 24405 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5720 members 
Mstep: Class 20 contains 2912 members 
Mstep: Class 21 contains 52712 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 9581 members 
Mstep: Class 25 contains 81253 members 
Mstep: Class 26 contains 35407 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4792 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 4525 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3894 members 
Mstep: Class 34 contains 1347 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 686 members 
Mstep: Class 39 contains 6346 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100204 members 
Mstep: Class 42 contains 9148 members 
Mstep: Class 43 contains 21319 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 109014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776096.000000 Penalty: 100403.789062
Iteration 342Q: 46 clusters Score -1.117761e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 84220 members 
Mstep: Class 3 contains 7123 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55696 members 
Mstep: Class 6 contains 9605 members 
Mstep: Class 7 contains 5276 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7150 members 
Mstep: Class 10 contains 104086 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 108271 members 
Mstep: Class 13 contains 14683 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6860 members 
Mstep: Class 16 contains 8668 members 
Mstep: Class 17 contains 24413 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5722 members 
Mstep: Class 20 contains 2912 members 
Mstep: Class 21 contains 52682 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 9581 members 
Mstep: Class 25 contains 81255 members 
Mstep: Class 26 contains 35389 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2917 members 
Mstep: Class 31 contains 4523 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3894 members 
Mstep: Class 34 contains 1347 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 686 members 
Mstep: Class 39 contains 6346 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100203 members 
Mstep: Class 42 contains 9134 members 
Mstep: Class 43 contains 21346 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 109007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775936.000000 Penalty: 100403.789062
Iteration 343Q: 46 clusters Score -1.117759e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 84291 members 
Mstep: Class 3 contains 7123 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55682 members 
Mstep: Class 6 contains 9604 members 
Mstep: Class 7 contains 5277 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7142 members 
Mstep: Class 10 contains 104099 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 108266 members 
Mstep: Class 13 contains 14681 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6862 members 
Mstep: Class 16 contains 8669 members 
Mstep: Class 17 contains 24417 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5727 members 
Mstep: Class 20 contains 2911 members 
Mstep: Class 21 contains 52645 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4976 members 
Mstep: Class 24 contains 9581 members 
Mstep: Class 25 contains 81253 members 
Mstep: Class 26 contains 35363 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4799 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2914 members 
Mstep: Class 31 contains 4524 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3894 members 
Mstep: Class 34 contains 1350 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 686 members 
Mstep: Class 39 contains 6346 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100195 members 
Mstep: Class 42 contains 9124 members 
Mstep: Class 43 contains 21372 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776024.000000 Penalty: 100403.789062
Iteration 344Q: 46 clusters Score -1.11776e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 84357 members 
Mstep: Class 3 contains 7124 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55683 members 
Mstep: Class 6 contains 9603 members 
Mstep: Class 7 contains 5277 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7134 members 
Mstep: Class 10 contains 104110 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 108266 members 
Mstep: Class 13 contains 14685 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6866 members 
Mstep: Class 16 contains 8667 members 
Mstep: Class 17 contains 24420 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5729 members 
Mstep: Class 20 contains 2911 members 
Mstep: Class 21 contains 52601 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 9579 members 
Mstep: Class 25 contains 81247 members 
Mstep: Class 26 contains 35333 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4802 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2917 members 
Mstep: Class 31 contains 4523 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3892 members 
Mstep: Class 34 contains 1351 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 686 members 
Mstep: Class 39 contains 6344 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100190 members 
Mstep: Class 42 contains 9113 members 
Mstep: Class 43 contains 21409 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776248.000000 Penalty: 100403.789062
Iteration 345Q: 46 clusters Score -1.117762e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 84417 members 
Mstep: Class 3 contains 7126 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55669 members 
Mstep: Class 6 contains 9603 members 
Mstep: Class 7 contains 5276 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7131 members 
Mstep: Class 10 contains 104121 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 108268 members 
Mstep: Class 13 contains 14687 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6866 members 
Mstep: Class 16 contains 8668 members 
Mstep: Class 17 contains 24425 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5731 members 
Mstep: Class 20 contains 2912 members 
Mstep: Class 21 contains 52572 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4971 members 
Mstep: Class 24 contains 9578 members 
Mstep: Class 25 contains 81240 members 
Mstep: Class 26 contains 35306 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4806 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 4523 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3892 members 
Mstep: Class 34 contains 1351 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 686 members 
Mstep: Class 39 contains 6344 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100178 members 
Mstep: Class 42 contains 9108 members 
Mstep: Class 43 contains 21435 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776152.000000 Penalty: 100403.789062
Iteration 346Q: 46 clusters Score -1.117762e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 84475 members 
Mstep: Class 3 contains 7126 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55649 members 
Mstep: Class 6 contains 9603 members 
Mstep: Class 7 contains 5272 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7120 members 
Mstep: Class 10 contains 104149 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 108249 members 
Mstep: Class 13 contains 14689 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6867 members 
Mstep: Class 16 contains 8668 members 
Mstep: Class 17 contains 24433 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5735 members 
Mstep: Class 20 contains 2912 members 
Mstep: Class 21 contains 52554 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4969 members 
Mstep: Class 24 contains 9578 members 
Mstep: Class 25 contains 81229 members 
Mstep: Class 26 contains 35285 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2919 members 
Mstep: Class 31 contains 4522 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3892 members 
Mstep: Class 34 contains 1351 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 686 members 
Mstep: Class 39 contains 6344 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100165 members 
Mstep: Class 42 contains 9103 members 
Mstep: Class 43 contains 21463 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776376.000000 Penalty: 100403.789062
Iteration 347Q: 46 clusters Score -1.117764e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 84549 members 
Mstep: Class 3 contains 7128 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55651 members 
Mstep: Class 6 contains 9603 members 
Mstep: Class 7 contains 5270 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7115 members 
Mstep: Class 10 contains 104166 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 108228 members 
Mstep: Class 13 contains 14692 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6868 members 
Mstep: Class 16 contains 8668 members 
Mstep: Class 17 contains 24433 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5737 members 
Mstep: Class 20 contains 2912 members 
Mstep: Class 21 contains 52517 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4968 members 
Mstep: Class 24 contains 9580 members 
Mstep: Class 25 contains 81218 members 
Mstep: Class 26 contains 35261 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4806 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2919 members 
Mstep: Class 31 contains 4522 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3893 members 
Mstep: Class 34 contains 1351 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 686 members 
Mstep: Class 39 contains 6344 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100159 members 
Mstep: Class 42 contains 9098 members 
Mstep: Class 43 contains 21491 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776512.000000 Penalty: 100403.789062
Iteration 348Q: 46 clusters Score -1.117765e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 84598 members 
Mstep: Class 3 contains 7127 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55655 members 
Mstep: Class 6 contains 9603 members 
Mstep: Class 7 contains 5267 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7114 members 
Mstep: Class 10 contains 104175 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 108208 members 
Mstep: Class 13 contains 14694 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6867 members 
Mstep: Class 16 contains 8663 members 
Mstep: Class 17 contains 24428 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5743 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 52488 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4967 members 
Mstep: Class 24 contains 9583 members 
Mstep: Class 25 contains 81202 members 
Mstep: Class 26 contains 35251 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 4522 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3897 members 
Mstep: Class 34 contains 1352 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 686 members 
Mstep: Class 39 contains 6344 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100172 members 
Mstep: Class 42 contains 9091 members 
Mstep: Class 43 contains 21513 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776704.000000 Penalty: 100403.789062
Iteration 349Q: 46 clusters Score -1.117767e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 84648 members 
Mstep: Class 3 contains 7128 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55660 members 
Mstep: Class 6 contains 9603 members 
Mstep: Class 7 contains 5266 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7112 members 
Mstep: Class 10 contains 104161 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 108201 members 
Mstep: Class 13 contains 14692 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6868 members 
Mstep: Class 16 contains 8665 members 
Mstep: Class 17 contains 24424 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5748 members 
Mstep: Class 20 contains 2911 members 
Mstep: Class 21 contains 52456 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4967 members 
Mstep: Class 24 contains 9586 members 
Mstep: Class 25 contains 81194 members 
Mstep: Class 26 contains 35240 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4803 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 4522 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3895 members 
Mstep: Class 34 contains 1352 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 686 members 
Mstep: Class 39 contains 6345 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100184 members 
Mstep: Class 42 contains 9089 members 
Mstep: Class 43 contains 21538 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776784.000000 Penalty: 100403.789062
Iteration 350Q: 46 clusters Score -1.117768e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 84729 members 
Mstep: Class 3 contains 7128 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55675 members 
Mstep: Class 6 contains 9603 members 
Mstep: Class 7 contains 5266 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7112 members 
Mstep: Class 10 contains 104125 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 108190 members 
Mstep: Class 13 contains 14693 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6869 members 
Mstep: Class 16 contains 8667 members 
Mstep: Class 17 contains 24423 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5755 members 
Mstep: Class 20 contains 2911 members 
Mstep: Class 21 contains 52436 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4967 members 
Mstep: Class 24 contains 9584 members 
Mstep: Class 25 contains 81179 members 
Mstep: Class 26 contains 35215 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 4521 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3893 members 
Mstep: Class 34 contains 1352 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 686 members 
Mstep: Class 39 contains 6346 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100198 members 
Mstep: Class 42 contains 9085 members 
Mstep: Class 43 contains 21559 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776752.000000 Penalty: 100403.789062
Iteration 351Q: 46 clusters Score -1.117768e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 84806 members 
Mstep: Class 3 contains 7130 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55703 members 
Mstep: Class 6 contains 9603 members 
Mstep: Class 7 contains 5266 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7111 members 
Mstep: Class 10 contains 104122 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 108176 members 
Mstep: Class 13 contains 14693 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6869 members 
Mstep: Class 16 contains 8665 members 
Mstep: Class 17 contains 24430 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5761 members 
Mstep: Class 20 contains 2911 members 
Mstep: Class 21 contains 52415 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4967 members 
Mstep: Class 24 contains 9582 members 
Mstep: Class 25 contains 81160 members 
Mstep: Class 26 contains 35186 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 4520 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3893 members 
Mstep: Class 34 contains 1352 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6347 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100190 members 
Mstep: Class 42 contains 9074 members 
Mstep: Class 43 contains 21578 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776760.000000 Penalty: 100403.789062
Iteration 352Q: 46 clusters Score -1.117768e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 84901 members 
Mstep: Class 3 contains 7132 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55732 members 
Mstep: Class 6 contains 9604 members 
Mstep: Class 7 contains 5266 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7115 members 
Mstep: Class 10 contains 104090 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 108181 members 
Mstep: Class 13 contains 14691 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6869 members 
Mstep: Class 16 contains 8663 members 
Mstep: Class 17 contains 24436 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5767 members 
Mstep: Class 20 contains 2911 members 
Mstep: Class 21 contains 52390 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4966 members 
Mstep: Class 24 contains 9582 members 
Mstep: Class 25 contains 81129 members 
Mstep: Class 26 contains 35165 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 4520 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3894 members 
Mstep: Class 34 contains 1352 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6349 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100195 members 
Mstep: Class 42 contains 9064 members 
Mstep: Class 43 contains 21599 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776824.000000 Penalty: 100403.789062
Iteration 353Q: 46 clusters Score -1.117768e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 84973 members 
Mstep: Class 3 contains 7134 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55744 members 
Mstep: Class 6 contains 9603 members 
Mstep: Class 7 contains 5266 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7116 members 
Mstep: Class 10 contains 104081 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 108202 members 
Mstep: Class 13 contains 14692 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6871 members 
Mstep: Class 16 contains 8665 members 
Mstep: Class 17 contains 24437 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5767 members 
Mstep: Class 20 contains 2911 members 
Mstep: Class 21 contains 52350 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4969 members 
Mstep: Class 24 contains 9583 members 
Mstep: Class 25 contains 81107 members 
Mstep: Class 26 contains 35148 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4806 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2919 members 
Mstep: Class 31 contains 4519 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3894 members 
Mstep: Class 34 contains 1352 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6349 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100192 members 
Mstep: Class 42 contains 9056 members 
Mstep: Class 43 contains 21611 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776952.000000 Penalty: 100403.789062
Iteration 354Q: 46 clusters Score -1.11777e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 85035 members 
Mstep: Class 3 contains 7136 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55750 members 
Mstep: Class 6 contains 9602 members 
Mstep: Class 7 contains 5265 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7122 members 
Mstep: Class 10 contains 104097 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 108204 members 
Mstep: Class 13 contains 14693 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6874 members 
Mstep: Class 16 contains 8667 members 
Mstep: Class 17 contains 24430 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5770 members 
Mstep: Class 20 contains 2911 members 
Mstep: Class 21 contains 52311 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4973 members 
Mstep: Class 24 contains 9583 members 
Mstep: Class 25 contains 81104 members 
Mstep: Class 26 contains 35135 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4806 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2919 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3893 members 
Mstep: Class 34 contains 1352 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6349 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100175 members 
Mstep: Class 42 contains 9051 members 
Mstep: Class 43 contains 21624 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776920.000000 Penalty: 100403.789062
Iteration 355Q: 46 clusters Score -1.117769e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 85097 members 
Mstep: Class 3 contains 7137 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55760 members 
Mstep: Class 6 contains 9601 members 
Mstep: Class 7 contains 5263 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7118 members 
Mstep: Class 10 contains 104089 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 108221 members 
Mstep: Class 13 contains 14697 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6876 members 
Mstep: Class 16 contains 8669 members 
Mstep: Class 17 contains 24428 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5773 members 
Mstep: Class 20 contains 2912 members 
Mstep: Class 21 contains 52285 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4973 members 
Mstep: Class 24 contains 9586 members 
Mstep: Class 25 contains 81104 members 
Mstep: Class 26 contains 35123 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4807 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3892 members 
Mstep: Class 34 contains 1352 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6350 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100161 members 
Mstep: Class 42 contains 9045 members 
Mstep: Class 43 contains 21633 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111777328.000000 Penalty: 100403.789062
Iteration 356Q: 46 clusters Score -1.117773e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 85166 members 
Mstep: Class 3 contains 7137 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55779 members 
Mstep: Class 6 contains 9601 members 
Mstep: Class 7 contains 5263 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7114 members 
Mstep: Class 10 contains 104076 members 
Mstep: Class 11 contains 9456 members 
Mstep: Class 12 contains 108232 members 
Mstep: Class 13 contains 14699 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6879 members 
Mstep: Class 16 contains 8666 members 
Mstep: Class 17 contains 24427 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5782 members 
Mstep: Class 20 contains 2912 members 
Mstep: Class 21 contains 52257 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4973 members 
Mstep: Class 24 contains 9586 members 
Mstep: Class 25 contains 81096 members 
Mstep: Class 26 contains 35104 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 4520 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3891 members 
Mstep: Class 34 contains 1353 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6350 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100144 members 
Mstep: Class 42 contains 9044 members 
Mstep: Class 43 contains 21630 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111777280.000000 Penalty: 100403.789062
Iteration 357Q: 46 clusters Score -1.117773e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 85236 members 
Mstep: Class 3 contains 7137 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55795 members 
Mstep: Class 6 contains 9600 members 
Mstep: Class 7 contains 5263 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7109 members 
Mstep: Class 10 contains 104043 members 
Mstep: Class 11 contains 9454 members 
Mstep: Class 12 contains 108223 members 
Mstep: Class 13 contains 14700 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6881 members 
Mstep: Class 16 contains 8666 members 
Mstep: Class 17 contains 24424 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5789 members 
Mstep: Class 20 contains 2912 members 
Mstep: Class 21 contains 52240 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4973 members 
Mstep: Class 24 contains 9586 members 
Mstep: Class 25 contains 81095 members 
Mstep: Class 26 contains 35087 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4810 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 4523 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3891 members 
Mstep: Class 34 contains 1353 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6350 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100150 members 
Mstep: Class 42 contains 9043 members 
Mstep: Class 43 contains 21634 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111777240.000000 Penalty: 100403.789062
Iteration 358Q: 46 clusters Score -1.117772e+08 nChanged 546
Entering ConstructFrom: 
Score: -111777240.000000 Penalty: 100403.789062
Entering ConstructFrom: 
Trying to split cluster 1 (6917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Entering Unmasked Estep 
Score: -861239.312500 Penalty: 1436.782349
	Iteration 0F: 2 clusters Score -861239.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -856072.125000 Penalty: 2873.564697
	Iteration 0F: 3 clusters Score -856072.1 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -857591.437500 Penalty: 2873.564697
	Iteration 1F: 3 clusters Score -857591.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -857800.437500 Penalty: 2873.564697
	Iteration 2F: 3 clusters Score -857800.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -857957.500000 Penalty: 2873.564697
	Iteration 3F: 3 clusters Score -857957.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -858057.125000 Penalty: 2873.564697
	Iteration 4Q: 3 clusters Score -858057.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -858139.125000 Penalty: 2873.564697
	Iteration 5Q: 3 clusters Score -858139.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -858222.250000 Penalty: 2873.564697
	Iteration 6Q: 3 clusters Score -858222.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -858303.812500 Penalty: 2873.564697
	Iteration 7Q: 3 clusters Score -858303.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -858375.500000 Penalty: 2873.564697
	Iteration 8Q: 3 clusters Score -858375.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -858458.187500 Penalty: 2873.564697
	Iteration 9Q: 3 clusters Score -858458.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -858537.125000 Penalty: 2873.564697
	Iteration 10Q: 3 clusters Score -858537.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -858617.187500 Penalty: 2873.564697
	Iteration 11Q: 3 clusters Score -858617.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -858715.000000 Penalty: 2873.564697
	Iteration 12Q: 3 clusters Score -858715 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -858804.875000 Penalty: 2873.564697
	Iteration 13Q: 3 clusters Score -858804.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -858875.687500 Penalty: 2873.564697
	Iteration 14Q: 3 clusters Score -858875.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -858959.937500 Penalty: 2873.564697
	Iteration 15Q: 3 clusters Score -858959.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -859036.062500 Penalty: 2873.564697
	Iteration 16Q: 3 clusters Score -859036.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -859104.750000 Penalty: 2873.564697
	Iteration 17Q: 3 clusters Score -859104.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -859170.500000 Penalty: 2873.564697
	Iteration 18Q: 3 clusters Score -859170.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -859223.250000 Penalty: 2873.564697
	Iteration 19Q: 3 clusters Score -859223.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -859263.812500 Penalty: 2873.564697
	Iteration 20F: 3 clusters Score -859263.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -859295.687500 Penalty: 2873.564697
	Iteration 21Q: 3 clusters Score -859295.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -859316.562500 Penalty: 2873.564697
	Iteration 22Q: 3 clusters Score -859316.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -859332.187500 Penalty: 2873.564697
	Iteration 23Q: 3 clusters Score -859332.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -859340.312500 Penalty: 2873.564697
	Iteration 24Q: 3 clusters Score -859340.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -859348.687500 Penalty: 2873.564697
	Iteration 25Q: 3 clusters Score -859348.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -859358.250000 Penalty: 2873.564697
	Iteration 26Q: 3 clusters Score -859358.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -859365.750000 Penalty: 2873.564697
	Iteration 27Q: 3 clusters Score -859365.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -859372.687500 Penalty: 2873.564697
	Iteration 28Q: 3 clusters Score -859372.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -859383.687500 Penalty: 2873.564697
	Iteration 29Q: 3 clusters Score -859383.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -859395.750000 Penalty: 2873.564697
	Iteration 30Q: 3 clusters Score -859395.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -859410.937500 Penalty: 2873.564697
	Iteration 31Q: 3 clusters Score -859410.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -859423.062500 Penalty: 2873.564697
	Iteration 32Q: 3 clusters Score -859423.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -859429.562500 Penalty: 2873.564697
	Iteration 33Q: 3 clusters Score -859429.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -859440.500000 Penalty: 2873.564697
	Iteration 34Q: 3 clusters Score -859440.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -859448.375000 Penalty: 2873.564697
	Iteration 35Q: 3 clusters Score -859448.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -859461.875000 Penalty: 2873.564697
	Iteration 36Q: 3 clusters Score -859461.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -859475.312500 Penalty: 2873.564697
	Iteration 37Q: 3 clusters Score -859475.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -859488.687500 Penalty: 2873.564697
	Iteration 38Q: 3 clusters Score -859488.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -859500.875000 Penalty: 2873.564697
	Iteration 39Q: 3 clusters Score -859500.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -859513.562500 Penalty: 2873.564697
	Iteration 40F: 3 clusters Score -859513.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -859526.750000 Penalty: 2873.564697
	Iteration 41Q: 3 clusters Score -859526.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -859542.750000 Penalty: 2873.564697
	Iteration 42Q: 3 clusters Score -859542.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -859555.562500 Penalty: 2873.564697
	Iteration 43Q: 3 clusters Score -859555.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -859572.750000 Penalty: 2873.564697
	Iteration 44Q: 3 clusters Score -859572.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -859589.875000 Penalty: 2873.564697
	Iteration 45Q: 3 clusters Score -859589.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -859604.312500 Penalty: 2873.564697
	Iteration 46Q: 3 clusters Score -859604.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -859617.062500 Penalty: 2873.564697
	Iteration 47Q: 3 clusters Score -859617.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -859623.937500 Penalty: 2873.564697
	Iteration 48Q: 3 clusters Score -859623.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -859632.062500 Penalty: 2873.564697
	Iteration 49Q: 3 clusters Score -859632.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -859640.125000 Penalty: 2873.564697
	Iteration 50Q: 3 clusters Score -859640.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -859649.312500 Penalty: 2873.564697
	Iteration 51Q: 3 clusters Score -859649.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -859657.687500 Penalty: 2873.564697
	Iteration 52Q: 3 clusters Score -859657.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -859671.062500 Penalty: 2873.564697
	Iteration 53Q: 3 clusters Score -859671.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -859683.250000 Penalty: 2873.564697
	Iteration 54Q: 3 clusters Score -859683.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -859694.062500 Penalty: 2873.564697
	Iteration 55Q: 3 clusters Score -859694.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -859706.562500 Penalty: 2873.564697
	Iteration 56Q: 3 clusters Score -859706.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -859724.187500 Penalty: 2873.564697
	Iteration 57Q: 3 clusters Score -859724.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -859748.875000 Penalty: 2873.564697
	Iteration 58Q: 3 clusters Score -859748.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -859769.375000 Penalty: 2873.564697
	Iteration 59Q: 3 clusters Score -859769.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -859789.125000 Penalty: 2873.564697
	Iteration 60F: 3 clusters Score -859789.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -859810.000000 Penalty: 2873.564697
	Iteration 61Q: 3 clusters Score -859810 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -859826.375000 Penalty: 2873.564697
	Iteration 62Q: 3 clusters Score -859826.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -859848.187500 Penalty: 2873.564697
	Iteration 63Q: 3 clusters Score -859848.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -859864.562500 Penalty: 2873.564697
	Iteration 64Q: 3 clusters Score -859864.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -859874.187500 Penalty: 2873.564697
	Iteration 65Q: 3 clusters Score -859874.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -859886.625000 Penalty: 2873.564697
	Iteration 66Q: 3 clusters Score -859886.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -859899.125000 Penalty: 2873.564697
	Iteration 67Q: 3 clusters Score -859899.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -859908.625000 Penalty: 2873.564697
	Iteration 68Q: 3 clusters Score -859908.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -859920.062500 Penalty: 2873.564697
	Iteration 69Q: 3 clusters Score -859920.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -859933.750000 Penalty: 2873.564697
	Iteration 70Q: 3 clusters Score -859933.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -859943.875000 Penalty: 2873.564697
	Iteration 71Q: 3 clusters Score -859943.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -859954.187500 Penalty: 2873.564697
	Iteration 72Q: 3 clusters Score -859954.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -859957.875000 Penalty: 2873.564697
	Iteration 73Q: 3 clusters Score -859957.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -859964.750000 Penalty: 2873.564697
	Iteration 74Q: 3 clusters Score -859964.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -859965.250000 Penalty: 2873.564697
	Iteration 75Q: 3 clusters Score -859965.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -859964.875000 Penalty: 2873.564697
	Iteration 76Q: 3 clusters Score -859964.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -859964.875000 Penalty: 2873.564697
	Iteration 77F: 3 clusters Score -859964.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (85320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85320 members 
Entering Unmasked Estep 
Score: -10789477.000000 Penalty: 1845.051636
	Iteration 0F: 2 clusters Score -1.078948e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -10733068.000000 Penalty: 3690.103271
	Iteration 0F: 3 clusters Score -1.073307e+07 nChanged 40711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -10756121.000000 Penalty: 3690.103271
	Iteration 1F: 3 clusters Score -1.075612e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -10756876.000000 Penalty: 3690.103271
	Iteration 2Q: 3 clusters Score -1.075688e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -10757646.000000 Penalty: 3690.103271
	Iteration 3Q: 3 clusters Score -1.075765e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -10758861.000000 Penalty: 3690.103271
	Iteration 4Q: 3 clusters Score -1.075886e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45416 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -10760808.000000 Penalty: 3690.103271
	Iteration 5Q: 3 clusters Score -1.076081e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -10763583.000000 Penalty: 3690.103271
	Iteration 6F: 3 clusters Score -1.076358e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48280 members 
Mstep: Class 2 contains 37040 members 
Entering Unmasked Estep 
Score: -10767429.000000 Penalty: 3690.103271
	Iteration 7F: 3 clusters Score -1.076743e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49603 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -10771587.000000 Penalty: 3690.103271
	Iteration 8F: 3 clusters Score -1.077159e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50566 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -10774444.000000 Penalty: 3690.103271
	Iteration 9F: 3 clusters Score -1.077444e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51256 members 
Mstep: Class 2 contains 34064 members 
Entering Unmasked Estep 
Score: -10775818.000000 Penalty: 3690.103271
	Iteration 10Q: 3 clusters Score -1.077582e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51927 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -10776356.000000 Penalty: 3690.103271
	Iteration 11Q: 3 clusters Score -1.077636e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52553 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -10776713.000000 Penalty: 3690.103271
	Iteration 12Q: 3 clusters Score -1.077671e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53257 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -10776891.000000 Penalty: 3690.103271
	Iteration 13Q: 3 clusters Score -1.077689e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53985 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -10777117.000000 Penalty: 3690.103271
	Iteration 14Q: 3 clusters Score -1.077712e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54695 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -10777321.000000 Penalty: 3690.103271
	Iteration 15Q: 3 clusters Score -1.077732e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55401 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -10777507.000000 Penalty: 3690.103271
	Iteration 16Q: 3 clusters Score -1.077751e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56055 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -10777731.000000 Penalty: 3690.103271
	Iteration 17Q: 3 clusters Score -1.077773e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56737 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -10777893.000000 Penalty: 3690.103271
	Iteration 18Q: 3 clusters Score -1.077789e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57413 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -10778023.000000 Penalty: 3690.103271
	Iteration 19Q: 3 clusters Score -1.077802e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58092 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -10778259.000000 Penalty: 3690.103271
	Iteration 20F: 3 clusters Score -1.077826e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58780 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -10778404.000000 Penalty: 3690.103271
	Iteration 21Q: 3 clusters Score -1.07784e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59520 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -10778606.000000 Penalty: 3690.103271
	Iteration 22Q: 3 clusters Score -1.077861e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60245 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -10778868.000000 Penalty: 3690.103271
	Iteration 23Q: 3 clusters Score -1.077887e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61022 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -10779121.000000 Penalty: 3690.103271
	Iteration 24Q: 3 clusters Score -1.077912e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61820 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -10779284.000000 Penalty: 3690.103271
	Iteration 25Q: 3 clusters Score -1.077928e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62618 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -10779489.000000 Penalty: 3690.103271
	Iteration 26Q: 3 clusters Score -1.077949e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63409 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -10779734.000000 Penalty: 3690.103271
	Iteration 27Q: 3 clusters Score -1.077973e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64245 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -10779999.000000 Penalty: 3690.103271
	Iteration 28Q: 3 clusters Score -1.078e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65085 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -10780252.000000 Penalty: 3690.103271
	Iteration 29Q: 3 clusters Score -1.078025e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65935 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -10780478.000000 Penalty: 3690.103271
	Iteration 30Q: 3 clusters Score -1.078048e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66761 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -10780737.000000 Penalty: 3690.103271
	Iteration 31Q: 3 clusters Score -1.078074e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67624 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -10780944.000000 Penalty: 3690.103271
	Iteration 32Q: 3 clusters Score -1.078094e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68467 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -10781200.000000 Penalty: 3690.103271
	Iteration 33Q: 3 clusters Score -1.07812e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69319 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -10781471.000000 Penalty: 3690.103271
	Iteration 34Q: 3 clusters Score -1.078147e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70207 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -10781768.000000 Penalty: 3690.103271
	Iteration 35Q: 3 clusters Score -1.078177e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71125 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -10782069.000000 Penalty: 3690.103271
	Iteration 36Q: 3 clusters Score -1.078207e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72019 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -10782435.000000 Penalty: 3690.103271
	Iteration 37Q: 3 clusters Score -1.078244e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72942 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -10782736.000000 Penalty: 3690.103271
	Iteration 38Q: 3 clusters Score -1.078274e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73860 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -10783084.000000 Penalty: 3690.103271
	Iteration 39Q: 3 clusters Score -1.078308e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74736 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -10783381.000000 Penalty: 3690.103271
	Iteration 40F: 3 clusters Score -1.078338e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75636 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -10783746.000000 Penalty: 3690.103271
	Iteration 41Q: 3 clusters Score -1.078375e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76507 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -10784146.000000 Penalty: 3690.103271
	Iteration 42Q: 3 clusters Score -1.078415e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77333 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -10784436.000000 Penalty: 3690.103271
	Iteration 43Q: 3 clusters Score -1.078444e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78131 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -10784790.000000 Penalty: 3690.103271
	Iteration 44Q: 3 clusters Score -1.078479e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78917 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -10785095.000000 Penalty: 3690.103271
	Iteration 45Q: 3 clusters Score -1.07851e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79648 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -10785438.000000 Penalty: 3690.103271
	Iteration 46Q: 3 clusters Score -1.078544e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80356 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -10785739.000000 Penalty: 3690.103271
	Iteration 47Q: 3 clusters Score -1.078574e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81019 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -10786002.000000 Penalty: 3690.103271
	Iteration 48Q: 3 clusters Score -1.0786e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81601 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -10786275.000000 Penalty: 3690.103271
	Iteration 49Q: 3 clusters Score -1.078628e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82117 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -10786506.000000 Penalty: 3690.103271
	Iteration 50Q: 3 clusters Score -1.078651e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82596 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -10786763.000000 Penalty: 3690.103271
	Iteration 51Q: 3 clusters Score -1.078676e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83009 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -10787000.000000 Penalty: 3690.103271
	Iteration 52Q: 3 clusters Score -1.0787e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83343 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -10787139.000000 Penalty: 3690.103271
	Iteration 53Q: 3 clusters Score -1.078714e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83616 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -10787273.000000 Penalty: 3690.103271
	Iteration 54Q: 3 clusters Score -1.078727e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83823 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -10787393.000000 Penalty: 3690.103271
	Iteration 55Q: 3 clusters Score -1.078739e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84004 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -10787496.000000 Penalty: 3690.103271
	Iteration 56Q: 3 clusters Score -1.07875e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84157 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -10787588.000000 Penalty: 3690.103271
	Iteration 57Q: 3 clusters Score -1.078759e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84268 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -10787666.000000 Penalty: 3690.103271
	Iteration 58Q: 3 clusters Score -1.078767e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84346 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -10787717.000000 Penalty: 3690.103271
	Iteration 59Q: 3 clusters Score -1.078772e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84405 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -10787760.000000 Penalty: 3690.103271
	Iteration 60F: 3 clusters Score -1.078776e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84451 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -10787790.000000 Penalty: 3690.103271
	Iteration 61Q: 3 clusters Score -1.078779e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84487 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -10787795.000000 Penalty: 3690.103271
	Iteration 62Q: 3 clusters Score -1.07878e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84524 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -10787801.000000 Penalty: 3690.103271
	Iteration 63Q: 3 clusters Score -1.07878e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84554 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -10787815.000000 Penalty: 3690.103271
	Iteration 64Q: 3 clusters Score -1.078782e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84582 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -10787809.000000 Penalty: 3690.103271
	Iteration 65Q: 3 clusters Score -1.078781e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84606 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -10787824.000000 Penalty: 3690.103271
	Iteration 66Q: 3 clusters Score -1.078782e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84620 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -10787834.000000 Penalty: 3690.103271
	Iteration 67Q: 3 clusters Score -1.078783e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84632 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -10787842.000000 Penalty: 3690.103271
	Iteration 68Q: 3 clusters Score -1.078784e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84643 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -10787851.000000 Penalty: 3690.103271
	Iteration 69Q: 3 clusters Score -1.078785e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84653 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -10787853.000000 Penalty: 3690.103271
	Iteration 70Q: 3 clusters Score -1.078785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84660 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -10787856.000000 Penalty: 3690.103271
	Iteration 71Q: 3 clusters Score -1.078786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84665 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -10787857.000000 Penalty: 3690.103271
	Iteration 72Q: 3 clusters Score -1.078786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84670 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -10787858.000000 Penalty: 3690.103271
	Iteration 73Q: 3 clusters Score -1.078786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84678 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -10787867.000000 Penalty: 3690.103271
	Iteration 74Q: 3 clusters Score -1.078787e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84684 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -10787862.000000 Penalty: 3690.103271
	Iteration 75Q: 3 clusters Score -1.078786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84694 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -10787870.000000 Penalty: 3690.103271
	Iteration 76Q: 3 clusters Score -1.078787e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84703 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -10787873.000000 Penalty: 3690.103271
	Iteration 77Q: 3 clusters Score -1.078787e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84711 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -10787873.000000 Penalty: 3690.103271
	Iteration 78Q: 3 clusters Score -1.078787e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84715 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -10787881.000000 Penalty: 3690.103271
	Iteration 79Q: 3 clusters Score -1.078788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84718 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -10787882.000000 Penalty: 3690.103271
	Iteration 80F: 3 clusters Score -1.078788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84725 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -10787889.000000 Penalty: 3690.103271
	Iteration 81Q: 3 clusters Score -1.078789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84733 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -10787891.000000 Penalty: 3690.103271
	Iteration 82Q: 3 clusters Score -1.078789e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84732 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -10787896.000000 Penalty: 3690.103271
	Iteration 83Q: 3 clusters Score -1.07879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84738 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -10787901.000000 Penalty: 3690.103271
	Iteration 84Q: 3 clusters Score -1.07879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84738 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -10787901.000000 Penalty: 3690.103271
	Iteration 85F: 3 clusters Score -1.07879e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Entering Unmasked Estep 
Score: -849277.125000 Penalty: 1441.915894
	Iteration 0F: 2 clusters Score -849277.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -843934.500000 Penalty: 2883.831787
	Iteration 0F: 3 clusters Score -843934.5 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -845661.500000 Penalty: 2883.831787
	Iteration 1F: 3 clusters Score -845661.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -845984.000000 Penalty: 2883.831787
	Iteration 2F: 3 clusters Score -845984 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -846304.437500 Penalty: 2883.831787
	Iteration 3F: 3 clusters Score -846304.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -846616.500000 Penalty: 2883.831787
	Iteration 4F: 3 clusters Score -846616.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -846881.562500 Penalty: 2883.831787
	Iteration 5F: 3 clusters Score -846881.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -847108.125000 Penalty: 2883.831787
	Iteration 6F: 3 clusters Score -847108.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -847294.250000 Penalty: 2883.831787
	Iteration 7Q: 3 clusters Score -847294.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -847443.625000 Penalty: 2883.831787
	Iteration 8Q: 3 clusters Score -847443.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -847555.250000 Penalty: 2883.831787
	Iteration 9Q: 3 clusters Score -847555.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -847624.750000 Penalty: 2883.831787
	Iteration 10Q: 3 clusters Score -847624.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -847670.937500 Penalty: 2883.831787
	Iteration 11Q: 3 clusters Score -847670.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -847703.625000 Penalty: 2883.831787
	Iteration 12Q: 3 clusters Score -847703.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -847738.375000 Penalty: 2883.831787
	Iteration 13Q: 3 clusters Score -847738.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -847764.625000 Penalty: 2883.831787
	Iteration 14Q: 3 clusters Score -847764.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -847792.062500 Penalty: 2883.831787
	Iteration 15Q: 3 clusters Score -847792.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -847810.187500 Penalty: 2883.831787
	Iteration 16Q: 3 clusters Score -847810.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -847831.125000 Penalty: 2883.831787
	Iteration 17Q: 3 clusters Score -847831.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -847842.187500 Penalty: 2883.831787
	Iteration 18Q: 3 clusters Score -847842.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -847853.625000 Penalty: 2883.831787
	Iteration 19Q: 3 clusters Score -847853.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -847868.687500 Penalty: 2883.831787
	Iteration 20F: 3 clusters Score -847868.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -847878.500000 Penalty: 2883.831787
	Iteration 21Q: 3 clusters Score -847878.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -847887.000000 Penalty: 2883.831787
	Iteration 22Q: 3 clusters Score -847887 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -847893.500000 Penalty: 2883.831787
	Iteration 23Q: 3 clusters Score -847893.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -847897.500000 Penalty: 2883.831787
	Iteration 24Q: 3 clusters Score -847897.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -847899.937500 Penalty: 2883.831787
	Iteration 25Q: 3 clusters Score -847899.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -847907.062500 Penalty: 2883.831787
	Iteration 26Q: 3 clusters Score -847907.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -847910.937500 Penalty: 2883.831787
	Iteration 27Q: 3 clusters Score -847910.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -847913.437500 Penalty: 2883.831787
	Iteration 28Q: 3 clusters Score -847913.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -847918.687500 Penalty: 2883.831787
	Iteration 29Q: 3 clusters Score -847918.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -847924.625000 Penalty: 2883.831787
	Iteration 30Q: 3 clusters Score -847924.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -847927.250000 Penalty: 2883.831787
	Iteration 31Q: 3 clusters Score -847927.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -847929.062500 Penalty: 2883.831787
	Iteration 32Q: 3 clusters Score -847929.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -847934.062500 Penalty: 2883.831787
	Iteration 33Q: 3 clusters Score -847934.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -847934.812500 Penalty: 2883.831787
	Iteration 34Q: 3 clusters Score -847934.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -847934.937500 Penalty: 2883.831787
	Iteration 35Q: 3 clusters Score -847934.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -847937.687500 Penalty: 2883.831787
	Iteration 36Q: 3 clusters Score -847937.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -847943.187500 Penalty: 2883.831787
	Iteration 37Q: 3 clusters Score -847943.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -847948.687500 Penalty: 2883.831787
	Iteration 38Q: 3 clusters Score -847948.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -847956.750000 Penalty: 2883.831787
	Iteration 39Q: 3 clusters Score -847956.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -847961.312500 Penalty: 2883.831787
	Iteration 40F: 3 clusters Score -847961.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -847970.437500 Penalty: 2883.831787
	Iteration 41Q: 3 clusters Score -847970.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -847975.875000 Penalty: 2883.831787
	Iteration 42Q: 3 clusters Score -847975.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -847979.625000 Penalty: 2883.831787
	Iteration 43Q: 3 clusters Score -847979.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -847981.187500 Penalty: 2883.831787
	Iteration 44Q: 3 clusters Score -847981.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -847991.062500 Penalty: 2883.831787
	Iteration 45Q: 3 clusters Score -847991.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -847994.250000 Penalty: 2883.831787
	Iteration 46Q: 3 clusters Score -847994.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -848001.187500 Penalty: 2883.831787
	Iteration 47Q: 3 clusters Score -848001.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -848005.500000 Penalty: 2883.831787
	Iteration 48Q: 3 clusters Score -848005.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -848011.437500 Penalty: 2883.831787
	Iteration 49Q: 3 clusters Score -848011.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -848012.500000 Penalty: 2883.831787
	Iteration 50Q: 3 clusters Score -848012.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -848015.625000 Penalty: 2883.831787
	Iteration 51Q: 3 clusters Score -848015.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -848016.125000 Penalty: 2883.831787
	Iteration 52Q: 3 clusters Score -848016.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -848021.937500 Penalty: 2883.831787
	Iteration 53Q: 3 clusters Score -848021.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -848020.062500 Penalty: 2883.831787
	Iteration 54Q: 3 clusters Score -848020.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -848022.437500 Penalty: 2883.831787
	Iteration 55Q: 3 clusters Score -848022.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -848023.937500 Penalty: 2883.831787
	Iteration 56Q: 3 clusters Score -848023.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -848025.687500 Penalty: 2883.831787
	Iteration 57Q: 3 clusters Score -848025.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -848028.500000 Penalty: 2883.831787
	Iteration 58Q: 3 clusters Score -848028.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -848028.125000 Penalty: 2883.831787
	Iteration 59Q: 3 clusters Score -848028.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -848031.000000 Penalty: 2883.831787
	Iteration 60F: 3 clusters Score -848031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -848036.375000 Penalty: 2883.831787
	Iteration 61Q: 3 clusters Score -848036.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -848038.750000 Penalty: 2883.831787
	Iteration 62Q: 3 clusters Score -848038.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -848036.500000 Penalty: 2883.831787
	Iteration 63Q: 3 clusters Score -848036.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -848038.125000 Penalty: 2883.831787
	Iteration 64Q: 3 clusters Score -848038.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -848040.750000 Penalty: 2883.831787
	Iteration 65Q: 3 clusters Score -848040.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -848043.625000 Penalty: 2883.831787
	Iteration 66Q: 3 clusters Score -848043.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -848046.125000 Penalty: 2883.831787
	Iteration 67Q: 3 clusters Score -848046.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -848045.500000 Penalty: 2883.831787
	Iteration 68Q: 3 clusters Score -848045.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -848048.062500 Penalty: 2883.831787
	Iteration 69Q: 3 clusters Score -848048.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -848051.187500 Penalty: 2883.831787
	Iteration 70Q: 3 clusters Score -848051.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -848054.625000 Penalty: 2883.831787
	Iteration 71Q: 3 clusters Score -848054.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -848057.500000 Penalty: 2883.831787
	Iteration 72Q: 3 clusters Score -848057.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -848064.250000 Penalty: 2883.831787
	Iteration 73Q: 3 clusters Score -848064.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -848068.625000 Penalty: 2883.831787
	Iteration 74Q: 3 clusters Score -848068.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -848073.437500 Penalty: 2883.831787
	Iteration 75Q: 3 clusters Score -848073.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -848075.937500 Penalty: 2883.831787
	Iteration 76Q: 3 clusters Score -848075.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -848078.562500 Penalty: 2883.831787
	Iteration 77Q: 3 clusters Score -848078.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -848083.500000 Penalty: 2883.831787
	Iteration 78Q: 3 clusters Score -848083.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -848087.312500 Penalty: 2883.831787
	Iteration 79Q: 3 clusters Score -848087.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -848092.375000 Penalty: 2883.831787
	Iteration 80F: 3 clusters Score -848092.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -848095.000000 Penalty: 2883.831787
	Iteration 81Q: 3 clusters Score -848095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -848096.625000 Penalty: 2883.831787
	Iteration 82Q: 3 clusters Score -848096.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -848100.625000 Penalty: 2883.831787
	Iteration 83Q: 3 clusters Score -848100.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -848101.250000 Penalty: 2883.831787
	Iteration 84Q: 3 clusters Score -848101.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -848109.375000 Penalty: 2883.831787
	Iteration 85Q: 3 clusters Score -848109.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -848119.187500 Penalty: 2883.831787
	Iteration 86Q: 3 clusters Score -848119.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -848133.250000 Penalty: 2883.831787
	Iteration 87Q: 3 clusters Score -848133.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -848146.562500 Penalty: 2883.831787
	Iteration 88Q: 3 clusters Score -848146.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -848164.687500 Penalty: 2883.831787
	Iteration 89Q: 3 clusters Score -848164.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -848179.250000 Penalty: 2883.831787
	Iteration 90Q: 3 clusters Score -848179.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -848194.687500 Penalty: 2883.831787
	Iteration 91Q: 3 clusters Score -848194.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -848206.437500 Penalty: 2883.831787
	Iteration 92Q: 3 clusters Score -848206.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -848227.312500 Penalty: 2883.831787
	Iteration 93Q: 3 clusters Score -848227.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -848250.812500 Penalty: 2883.831787
	Iteration 94Q: 3 clusters Score -848250.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -848269.500000 Penalty: 2883.831787
	Iteration 95Q: 3 clusters Score -848269.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -848290.562500 Penalty: 2883.831787
	Iteration 96Q: 3 clusters Score -848290.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -848312.687500 Penalty: 2883.831787
	Iteration 97Q: 3 clusters Score -848312.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -848331.312500 Penalty: 2883.831787
	Iteration 98Q: 3 clusters Score -848331.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -848348.250000 Penalty: 2883.831787
	Iteration 99Q: 3 clusters Score -848348.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -848359.437500 Penalty: 2883.831787
	Iteration 100F: 3 clusters Score -848359.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -848365.812500 Penalty: 2883.831787
	Iteration 101Q: 3 clusters Score -848365.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -848369.187500 Penalty: 2883.831787
	Iteration 102Q: 3 clusters Score -848369.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -848376.062500 Penalty: 2883.831787
	Iteration 103Q: 3 clusters Score -848376.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -848381.062500 Penalty: 2883.831787
	Iteration 104Q: 3 clusters Score -848381.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -848391.562500 Penalty: 2883.831787
	Iteration 105Q: 3 clusters Score -848391.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -848396.062500 Penalty: 2883.831787
	Iteration 106Q: 3 clusters Score -848396.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -848402.500000 Penalty: 2883.831787
	Iteration 107Q: 3 clusters Score -848402.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -848408.375000 Penalty: 2883.831787
	Iteration 108Q: 3 clusters Score -848408.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -848414.437500 Penalty: 2883.831787
	Iteration 109Q: 3 clusters Score -848414.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -848415.500000 Penalty: 2883.831787
	Iteration 110Q: 3 clusters Score -848415.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -848419.500000 Penalty: 2883.831787
	Iteration 111Q: 3 clusters Score -848419.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -848422.937500 Penalty: 2883.831787
	Iteration 112Q: 3 clusters Score -848422.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -848425.687500 Penalty: 2883.831787
	Iteration 113Q: 3 clusters Score -848425.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -848431.875000 Penalty: 2883.831787
	Iteration 114Q: 3 clusters Score -848431.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -848432.375000 Penalty: 2883.831787
	Iteration 115Q: 3 clusters Score -848432.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -848434.625000 Penalty: 2883.831787
	Iteration 116Q: 3 clusters Score -848434.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -848436.812500 Penalty: 2883.831787
	Iteration 117Q: 3 clusters Score -848436.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -848441.062500 Penalty: 2883.831787
	Iteration 118Q: 3 clusters Score -848441.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -848440.187500 Penalty: 2883.831787
	Iteration 119Q: 3 clusters Score -848440.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -848441.000000 Penalty: 2883.831787
	Iteration 120F: 3 clusters Score -848441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -848443.312500 Penalty: 2883.831787
	Iteration 121Q: 3 clusters Score -848443.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -848446.750000 Penalty: 2883.831787
	Iteration 122Q: 3 clusters Score -848446.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -848451.250000 Penalty: 2883.831787
	Iteration 123Q: 3 clusters Score -848451.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -848453.937500 Penalty: 2883.831787
	Iteration 124Q: 3 clusters Score -848453.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -848457.312500 Penalty: 2883.831787
	Iteration 125Q: 3 clusters Score -848457.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -848459.500000 Penalty: 2883.831787
	Iteration 126Q: 3 clusters Score -848459.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -848461.812500 Penalty: 2883.831787
	Iteration 127Q: 3 clusters Score -848461.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -848462.937500 Penalty: 2883.831787
	Iteration 128Q: 3 clusters Score -848462.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -848463.687500 Penalty: 2883.831787
	Iteration 129Q: 3 clusters Score -848463.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -848464.500000 Penalty: 2883.831787
	Iteration 130Q: 3 clusters Score -848464.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -848466.375000 Penalty: 2883.831787
	Iteration 131Q: 3 clusters Score -848466.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -848467.937500 Penalty: 2883.831787
	Iteration 132Q: 3 clusters Score -848467.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -848466.812500 Penalty: 2883.831787
	Iteration 133Q: 3 clusters Score -848466.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -848467.000000 Penalty: 2883.831787
	Iteration 134Q: 3 clusters Score -848467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -848467.000000 Penalty: 2883.831787
	Iteration 135F: 3 clusters Score -848467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -53678.867188 Penalty: 1001.196167
	Iteration 0F: 2 clusters Score -53678.87 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 227 members 
Entering Unmasked Estep 
Score: -52707.316406 Penalty: 2002.392334
	Iteration 0F: 3 clusters Score -52707.32 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -52892.027344 Penalty: 2002.392334
	Iteration 1F: 3 clusters Score -52892.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -52964.046875 Penalty: 2002.392334
	Iteration 2F: 3 clusters Score -52964.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -53037.046875 Penalty: 2002.392334
	Iteration 3Q: 3 clusters Score -53037.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -53136.703125 Penalty: 2002.392334
	Iteration 4Q: 3 clusters Score -53136.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -53240.972656 Penalty: 2002.392334
	Iteration 5F: 3 clusters Score -53240.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -53293.843750 Penalty: 2002.392334
	Iteration 6F: 3 clusters Score -53293.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -53313.687500 Penalty: 2002.392334
	Iteration 7Q: 3 clusters Score -53313.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -53327.351562 Penalty: 2002.392334
	Iteration 8Q: 3 clusters Score -53327.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -53336.871094 Penalty: 2002.392334
	Iteration 9Q: 3 clusters Score -53336.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -53349.890625 Penalty: 2002.392334
	Iteration 10Q: 3 clusters Score -53349.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -53351.582031 Penalty: 2002.392334
	Iteration 11Q: 3 clusters Score -53351.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -53351.582031 Penalty: 2002.392334
	Iteration 12F: 3 clusters Score -53351.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (55798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55798 members 
Entering Unmasked Estep 
Score: -7025127.500000 Penalty: 1776.042603
	Iteration 0F: 2 clusters Score -7025128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -6987755.000000 Penalty: 3552.085205
	Iteration 0F: 3 clusters Score -6987755 nChanged 26231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -7002666.000000 Penalty: 3552.085205
	Iteration 1F: 3 clusters Score -7002666 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -7003561.000000 Penalty: 3552.085205
	Iteration 2Q: 3 clusters Score -7003561 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -7004970.500000 Penalty: 3552.085205
	Iteration 3F: 3 clusters Score -7004970 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -7007464.000000 Penalty: 3552.085205
	Iteration 4F: 3 clusters Score -7007464 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -7011366.500000 Penalty: 3552.085205
	Iteration 5F: 3 clusters Score -7011366 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
Score: -7015839.000000 Penalty: 3552.085205
	Iteration 6F: 3 clusters Score -7015839 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 49919 members 
Entering Unmasked Estep 
Score: -7019439.000000 Penalty: 3552.085205
	Iteration 7F: 3 clusters Score -7019439 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 51800 members 
Entering Unmasked Estep 
Score: -7021454.500000 Penalty: 3552.085205
	Iteration 8Q: 3 clusters Score -7021454 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 52801 members 
Entering Unmasked Estep 
Score: -7022365.500000 Penalty: 3552.085205
	Iteration 9Q: 3 clusters Score -7022366 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 53389 members 
Entering Unmasked Estep 
Score: -7022863.000000 Penalty: 3552.085205
	Iteration 10Q: 3 clusters Score -7022863 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 53761 members 
Entering Unmasked Estep 
Score: -7023107.000000 Penalty: 3552.085205
	Iteration 11Q: 3 clusters Score -7023107 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 54038 members 
Entering Unmasked Estep 
Score: -7023235.500000 Penalty: 3552.085205
	Iteration 12Q: 3 clusters Score -7023236 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 54272 members 
Entering Unmasked Estep 
Score: -7023322.500000 Penalty: 3552.085205
	Iteration 13Q: 3 clusters Score -7023322 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 54457 members 
Entering Unmasked Estep 
Score: -7023389.000000 Penalty: 3552.085205
	Iteration 14Q: 3 clusters Score -7023389 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 54610 members 
Entering Unmasked Estep 
Score: -7023457.500000 Penalty: 3552.085205
	Iteration 15Q: 3 clusters Score -7023458 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 54724 members 
Entering Unmasked Estep 
Score: -7023506.500000 Penalty: 3552.085205
	Iteration 16Q: 3 clusters Score -7023506 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 54808 members 
Entering Unmasked Estep 
Score: -7023552.500000 Penalty: 3552.085205
	Iteration 17Q: 3 clusters Score -7023552 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 54883 members 
Entering Unmasked Estep 
Score: -7023610.500000 Penalty: 3552.085205
	Iteration 18Q: 3 clusters Score -7023610 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 54942 members 
Entering Unmasked Estep 
Score: -7023640.000000 Penalty: 3552.085205
	Iteration 19Q: 3 clusters Score -7023640 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 54987 members 
Entering Unmasked Estep 
Score: -7023673.500000 Penalty: 3552.085205
	Iteration 20F: 3 clusters Score -7023674 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 55021 members 
Entering Unmasked Estep 
Score: -7023692.500000 Penalty: 3552.085205
	Iteration 21Q: 3 clusters Score -7023692 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 55053 members 
Entering Unmasked Estep 
Score: -7023699.000000 Penalty: 3552.085205
	Iteration 22Q: 3 clusters Score -7023699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 55068 members 
Entering Unmasked Estep 
Score: -7023720.000000 Penalty: 3552.085205
	Iteration 23Q: 3 clusters Score -7023720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 55081 members 
Entering Unmasked Estep 
Score: -7023718.000000 Penalty: 3552.085205
	Iteration 24Q: 3 clusters Score -7023718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 55089 members 
Entering Unmasked Estep 
Score: -7023721.500000 Penalty: 3552.085205
	Iteration 25Q: 3 clusters Score -7023722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 55094 members 
Entering Unmasked Estep 
Score: -7023730.500000 Penalty: 3552.085205
	Iteration 26Q: 3 clusters Score -7023730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 55103 members 
Entering Unmasked Estep 
Score: -7023729.500000 Penalty: 3552.085205
	Iteration 27Q: 3 clusters Score -7023730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 55114 members 
Entering Unmasked Estep 
Score: -7023735.500000 Penalty: 3552.085205
	Iteration 28Q: 3 clusters Score -7023736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 55123 members 
Entering Unmasked Estep 
Score: -7023737.500000 Penalty: 3552.085205
	Iteration 29Q: 3 clusters Score -7023738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 55130 members 
Entering Unmasked Estep 
Score: -7023743.000000 Penalty: 3552.085205
	Iteration 30Q: 3 clusters Score -7023743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 55131 members 
Entering Unmasked Estep 
Score: -7023744.000000 Penalty: 3552.085205
	Iteration 31Q: 3 clusters Score -7023744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 55136 members 
Entering Unmasked Estep 
Score: -7023742.000000 Penalty: 3552.085205
	Iteration 32Q: 3 clusters Score -7023742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 55140 members 
Entering Unmasked Estep 
Score: -7023745.000000 Penalty: 3552.085205
	Iteration 33Q: 3 clusters Score -7023745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 55142 members 
Entering Unmasked Estep 
Score: -7023750.000000 Penalty: 3552.085205
	Iteration 34Q: 3 clusters Score -7023750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 55144 members 
Entering Unmasked Estep 
Score: -7023743.000000 Penalty: 3552.085205
	Iteration 35Q: 3 clusters Score -7023743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 55147 members 
Entering Unmasked Estep 
Score: -7023749.000000 Penalty: 3552.085205
	Iteration 36Q: 3 clusters Score -7023749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 55149 members 
Entering Unmasked Estep 
Score: -7023750.500000 Penalty: 3552.085205
	Iteration 37Q: 3 clusters Score -7023750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 55149 members 
Entering Unmasked Estep 
Score: -7023750.500000 Penalty: 3552.085205
	Iteration 38F: 3 clusters Score -7023750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Entering Unmasked Estep 
Score: -1208227.625000 Penalty: 1490.046753
	Iteration 0F: 2 clusters Score -1208228 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 4858 members 
Entering Unmasked Estep 
Score: -1201323.000000 Penalty: 2980.093506
	Iteration 0F: 3 clusters Score -1201323 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1203542.750000 Penalty: 2980.093506
	Iteration 1F: 3 clusters Score -1203543 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1203763.625000 Penalty: 2980.093506
	Iteration 2F: 3 clusters Score -1203764 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1203943.750000 Penalty: 2980.093506
	Iteration 3Q: 3 clusters Score -1203944 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1204116.000000 Penalty: 2980.093506
	Iteration 4Q: 3 clusters Score -1204116 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1204258.625000 Penalty: 2980.093506
	Iteration 5Q: 3 clusters Score -1204259 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1204397.750000 Penalty: 2980.093506
	Iteration 6Q: 3 clusters Score -1204398 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1204535.750000 Penalty: 2980.093506
	Iteration 7Q: 3 clusters Score -1204536 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1204736.375000 Penalty: 2980.093506
	Iteration 8Q: 3 clusters Score -1204736 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1204999.875000 Penalty: 2980.093506
	Iteration 9Q: 3 clusters Score -1205000 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1205325.000000 Penalty: 2980.093506
	Iteration 10Q: 3 clusters Score -1205325 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1205649.625000 Penalty: 2980.093506
	Iteration 11Q: 3 clusters Score -1205650 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1205934.375000 Penalty: 2980.093506
	Iteration 12Q: 3 clusters Score -1205934 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1206229.375000 Penalty: 2980.093506
	Iteration 13Q: 3 clusters Score -1206229 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1206436.375000 Penalty: 2980.093506
	Iteration 14Q: 3 clusters Score -1206436 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1206571.375000 Penalty: 2980.093506
	Iteration 15Q: 3 clusters Score -1206571 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1206658.375000 Penalty: 2980.093506
	Iteration 16Q: 3 clusters Score -1206658 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1206715.500000 Penalty: 2980.093506
	Iteration 17Q: 3 clusters Score -1206716 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1206762.125000 Penalty: 2980.093506
	Iteration 18Q: 3 clusters Score -1206762 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1206806.500000 Penalty: 2980.093506
	Iteration 19Q: 3 clusters Score -1206806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1206826.750000 Penalty: 2980.093506
	Iteration 20F: 3 clusters Score -1206827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1206838.750000 Penalty: 2980.093506
	Iteration 21Q: 3 clusters Score -1206839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1206853.500000 Penalty: 2980.093506
	Iteration 22Q: 3 clusters Score -1206854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1206864.875000 Penalty: 2980.093506
	Iteration 23Q: 3 clusters Score -1206865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1206873.875000 Penalty: 2980.093506
	Iteration 24Q: 3 clusters Score -1206874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1206883.750000 Penalty: 2980.093506
	Iteration 25Q: 3 clusters Score -1206884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1206887.625000 Penalty: 2980.093506
	Iteration 26Q: 3 clusters Score -1206888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1206891.750000 Penalty: 2980.093506
	Iteration 27Q: 3 clusters Score -1206892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1206895.875000 Penalty: 2980.093506
	Iteration 28Q: 3 clusters Score -1206896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1206902.625000 Penalty: 2980.093506
	Iteration 29Q: 3 clusters Score -1206903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1206908.875000 Penalty: 2980.093506
	Iteration 30Q: 3 clusters Score -1206909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1206917.375000 Penalty: 2980.093506
	Iteration 31Q: 3 clusters Score -1206917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1206926.625000 Penalty: 2980.093506
	Iteration 32Q: 3 clusters Score -1206927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1206933.875000 Penalty: 2980.093506
	Iteration 33Q: 3 clusters Score -1206934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1206937.750000 Penalty: 2980.093506
	Iteration 34Q: 3 clusters Score -1206938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1206939.500000 Penalty: 2980.093506
	Iteration 35Q: 3 clusters Score -1206940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1206943.625000 Penalty: 2980.093506
	Iteration 36Q: 3 clusters Score -1206944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1206945.875000 Penalty: 2980.093506
	Iteration 37Q: 3 clusters Score -1206946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1206946.625000 Penalty: 2980.093506
	Iteration 38Q: 3 clusters Score -1206947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1206946.625000 Penalty: 2980.093506
	Iteration 39F: 3 clusters Score -1206947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Entering Unmasked Estep 
Score: -652179.250000 Penalty: 1392.343384
	Iteration 0F: 2 clusters Score -652179.2 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 2677 members 
Entering Unmasked Estep 
Score: -648063.437500 Penalty: 2784.686768
	Iteration 0F: 3 clusters Score -648063.4 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -649256.000000 Penalty: 2784.686768
	Iteration 1F: 3 clusters Score -649256 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -649491.250000 Penalty: 2784.686768
	Iteration 2F: 3 clusters Score -649491.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -649649.437500 Penalty: 2784.686768
	Iteration 3F: 3 clusters Score -649649.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -649773.187500 Penalty: 2784.686768
	Iteration 4Q: 3 clusters Score -649773.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -649870.312500 Penalty: 2784.686768
	Iteration 5Q: 3 clusters Score -649870.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -649969.875000 Penalty: 2784.686768
	Iteration 6Q: 3 clusters Score -649969.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -650052.312500 Penalty: 2784.686768
	Iteration 7Q: 3 clusters Score -650052.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -650126.125000 Penalty: 2784.686768
	Iteration 8Q: 3 clusters Score -650126.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -650197.875000 Penalty: 2784.686768
	Iteration 9Q: 3 clusters Score -650197.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -650262.062500 Penalty: 2784.686768
	Iteration 10Q: 3 clusters Score -650262.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -650317.062500 Penalty: 2784.686768
	Iteration 11Q: 3 clusters Score -650317.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -650374.437500 Penalty: 2784.686768
	Iteration 12Q: 3 clusters Score -650374.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -650421.062500 Penalty: 2784.686768
	Iteration 13Q: 3 clusters Score -650421.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -650466.625000 Penalty: 2784.686768
	Iteration 14Q: 3 clusters Score -650466.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -650519.250000 Penalty: 2784.686768
	Iteration 15Q: 3 clusters Score -650519.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -650561.000000 Penalty: 2784.686768
	Iteration 16Q: 3 clusters Score -650561 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -650596.000000 Penalty: 2784.686768
	Iteration 17Q: 3 clusters Score -650596 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -650622.312500 Penalty: 2784.686768
	Iteration 18Q: 3 clusters Score -650622.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -650636.687500 Penalty: 2784.686768
	Iteration 19Q: 3 clusters Score -650636.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -650649.500000 Penalty: 2784.686768
	Iteration 20F: 3 clusters Score -650649.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -650660.937500 Penalty: 2784.686768
	Iteration 21Q: 3 clusters Score -650660.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -650670.875000 Penalty: 2784.686768
	Iteration 22Q: 3 clusters Score -650670.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -650684.562500 Penalty: 2784.686768
	Iteration 23Q: 3 clusters Score -650684.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -650696.875000 Penalty: 2784.686768
	Iteration 24Q: 3 clusters Score -650696.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -650707.375000 Penalty: 2784.686768
	Iteration 25Q: 3 clusters Score -650707.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -650714.250000 Penalty: 2784.686768
	Iteration 26Q: 3 clusters Score -650714.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -650726.062500 Penalty: 2784.686768
	Iteration 27Q: 3 clusters Score -650726.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -650733.562500 Penalty: 2784.686768
	Iteration 28Q: 3 clusters Score -650733.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -650739.562500 Penalty: 2784.686768
	Iteration 29Q: 3 clusters Score -650739.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -650742.687500 Penalty: 2784.686768
	Iteration 30Q: 3 clusters Score -650742.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -650745.437500 Penalty: 2784.686768
	Iteration 31Q: 3 clusters Score -650745.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -650749.687500 Penalty: 2784.686768
	Iteration 32Q: 3 clusters Score -650749.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -650754.812500 Penalty: 2784.686768
	Iteration 33Q: 3 clusters Score -650754.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -650756.875000 Penalty: 2784.686768
	Iteration 34Q: 3 clusters Score -650756.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -650758.687500 Penalty: 2784.686768
	Iteration 35Q: 3 clusters Score -650758.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -650759.812500 Penalty: 2784.686768
	Iteration 36Q: 3 clusters Score -650759.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -650763.125000 Penalty: 2784.686768
	Iteration 37Q: 3 clusters Score -650763.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -650762.250000 Penalty: 2784.686768
	Iteration 38Q: 3 clusters Score -650762.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -650762.937500 Penalty: 2784.686768
	Iteration 39Q: 3 clusters Score -650762.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -650767.875000 Penalty: 2784.686768
	Iteration 40F: 3 clusters Score -650767.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -650769.750000 Penalty: 2784.686768
	Iteration 41Q: 3 clusters Score -650769.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -650772.000000 Penalty: 2784.686768
	Iteration 42Q: 3 clusters Score -650772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -650773.562500 Penalty: 2784.686768
	Iteration 43Q: 3 clusters Score -650773.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -650776.000000 Penalty: 2784.686768
	Iteration 44Q: 3 clusters Score -650776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -650776.625000 Penalty: 2784.686768
	Iteration 45Q: 3 clusters Score -650776.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -650779.125000 Penalty: 2784.686768
	Iteration 46Q: 3 clusters Score -650779.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -650781.625000 Penalty: 2784.686768
	Iteration 47Q: 3 clusters Score -650781.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -650782.187500 Penalty: 2784.686768
	Iteration 48Q: 3 clusters Score -650782.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -650782.750000 Penalty: 2784.686768
	Iteration 49Q: 3 clusters Score -650782.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -650783.562500 Penalty: 2784.686768
	Iteration 50Q: 3 clusters Score -650783.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -650784.687500 Penalty: 2784.686768
	Iteration 51Q: 3 clusters Score -650784.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -650787.687500 Penalty: 2784.686768
	Iteration 52Q: 3 clusters Score -650787.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -650787.500000 Penalty: 2784.686768
	Iteration 53Q: 3 clusters Score -650787.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -650788.437500 Penalty: 2784.686768
	Iteration 54Q: 3 clusters Score -650788.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -650788.437500 Penalty: 2784.686768
	Iteration 55F: 3 clusters Score -650788.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Entering Unmasked Estep 
Score: -197135.546875 Penalty: 1214.004028
	Iteration 0F: 2 clusters Score -197135.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -195213.812500 Penalty: 2428.008057
	Iteration 0F: 3 clusters Score -195213.8 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -195846.156250 Penalty: 2428.008057
	Iteration 1F: 3 clusters Score -195846.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -196165.359375 Penalty: 2428.008057
	Iteration 2F: 3 clusters Score -196165.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -196364.859375 Penalty: 2428.008057
	Iteration 3F: 3 clusters Score -196364.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -196558.656250 Penalty: 2428.008057
	Iteration 4F: 3 clusters Score -196558.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -196672.578125 Penalty: 2428.008057
	Iteration 5Q: 3 clusters Score -196672.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -196720.671875 Penalty: 2428.008057
	Iteration 6Q: 3 clusters Score -196720.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -196755.421875 Penalty: 2428.008057
	Iteration 7Q: 3 clusters Score -196755.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -196782.296875 Penalty: 2428.008057
	Iteration 8Q: 3 clusters Score -196782.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -196796.234375 Penalty: 2428.008057
	Iteration 9Q: 3 clusters Score -196796.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -196802.281250 Penalty: 2428.008057
	Iteration 10Q: 3 clusters Score -196802.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -196805.031250 Penalty: 2428.008057
	Iteration 11Q: 3 clusters Score -196805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -196807.218750 Penalty: 2428.008057
	Iteration 12Q: 3 clusters Score -196807.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -196809.500000 Penalty: 2428.008057
	Iteration 13Q: 3 clusters Score -196809.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -196811.843750 Penalty: 2428.008057
	Iteration 14Q: 3 clusters Score -196811.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -196813.109375 Penalty: 2428.008057
	Iteration 15Q: 3 clusters Score -196813.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -196813.109375 Penalty: 2428.008057
	Iteration 16F: 3 clusters Score -196813.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Entering Unmasked Estep 
Score: -906370.875000 Penalty: 1441.277222
	Iteration 0F: 2 clusters Score -906370.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -901012.812500 Penalty: 2882.554443
	Iteration 0F: 3 clusters Score -901012.8 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -902588.437500 Penalty: 2882.554443
	Iteration 1F: 3 clusters Score -902588.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -902763.687500 Penalty: 2882.554443
	Iteration 2F: 3 clusters Score -902763.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -902889.625000 Penalty: 2882.554443
	Iteration 3Q: 3 clusters Score -902889.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -902977.437500 Penalty: 2882.554443
	Iteration 4Q: 3 clusters Score -902977.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -903037.875000 Penalty: 2882.554443
	Iteration 5Q: 3 clusters Score -903037.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -903088.937500 Penalty: 2882.554443
	Iteration 6Q: 3 clusters Score -903088.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -903130.125000 Penalty: 2882.554443
	Iteration 7Q: 3 clusters Score -903130.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -903169.187500 Penalty: 2882.554443
	Iteration 8Q: 3 clusters Score -903169.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -903201.062500 Penalty: 2882.554443
	Iteration 9Q: 3 clusters Score -903201.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -903235.437500 Penalty: 2882.554443
	Iteration 10Q: 3 clusters Score -903235.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -903272.187500 Penalty: 2882.554443
	Iteration 11Q: 3 clusters Score -903272.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -903301.500000 Penalty: 2882.554443
	Iteration 12Q: 3 clusters Score -903301.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -903329.625000 Penalty: 2882.554443
	Iteration 13Q: 3 clusters Score -903329.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -903361.937500 Penalty: 2882.554443
	Iteration 14Q: 3 clusters Score -903361.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -903408.125000 Penalty: 2882.554443
	Iteration 15Q: 3 clusters Score -903408.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -903463.687500 Penalty: 2882.554443
	Iteration 16Q: 3 clusters Score -903463.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -903542.687500 Penalty: 2882.554443
	Iteration 17Q: 3 clusters Score -903542.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -903642.687500 Penalty: 2882.554443
	Iteration 18Q: 3 clusters Score -903642.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -903761.250000 Penalty: 2882.554443
	Iteration 19Q: 3 clusters Score -903761.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -903913.375000 Penalty: 2882.554443
	Iteration 20F: 3 clusters Score -903913.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -904092.437500 Penalty: 2882.554443
	Iteration 21Q: 3 clusters Score -904092.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -904268.375000 Penalty: 2882.554443
	Iteration 22Q: 3 clusters Score -904268.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -904439.312500 Penalty: 2882.554443
	Iteration 23Q: 3 clusters Score -904439.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -904600.500000 Penalty: 2882.554443
	Iteration 24Q: 3 clusters Score -904600.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -904723.000000 Penalty: 2882.554443
	Iteration 25Q: 3 clusters Score -904723 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -904830.250000 Penalty: 2882.554443
	Iteration 26Q: 3 clusters Score -904830.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -904905.812500 Penalty: 2882.554443
	Iteration 27Q: 3 clusters Score -904905.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -904974.562500 Penalty: 2882.554443
	Iteration 28Q: 3 clusters Score -904974.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -905030.250000 Penalty: 2882.554443
	Iteration 29Q: 3 clusters Score -905030.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -905076.125000 Penalty: 2882.554443
	Iteration 30Q: 3 clusters Score -905076.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -905093.437500 Penalty: 2882.554443
	Iteration 31Q: 3 clusters Score -905093.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -905106.187500 Penalty: 2882.554443
	Iteration 32Q: 3 clusters Score -905106.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -905113.750000 Penalty: 2882.554443
	Iteration 33Q: 3 clusters Score -905113.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -905121.500000 Penalty: 2882.554443
	Iteration 34Q: 3 clusters Score -905121.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -905124.500000 Penalty: 2882.554443
	Iteration 35Q: 3 clusters Score -905124.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -905130.375000 Penalty: 2882.554443
	Iteration 36Q: 3 clusters Score -905130.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -905131.125000 Penalty: 2882.554443
	Iteration 37Q: 3 clusters Score -905131.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -905136.062500 Penalty: 2882.554443
	Iteration 38Q: 3 clusters Score -905136.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -905139.062500 Penalty: 2882.554443
	Iteration 39Q: 3 clusters Score -905139.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -905143.500000 Penalty: 2882.554443
	Iteration 40F: 3 clusters Score -905143.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -905143.937500 Penalty: 2882.554443
	Iteration 41Q: 3 clusters Score -905143.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -905146.437500 Penalty: 2882.554443
	Iteration 42Q: 3 clusters Score -905146.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -905148.625000 Penalty: 2882.554443
	Iteration 43Q: 3 clusters Score -905148.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -905150.250000 Penalty: 2882.554443
	Iteration 44Q: 3 clusters Score -905150.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -905150.562500 Penalty: 2882.554443
	Iteration 45Q: 3 clusters Score -905150.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -905151.187500 Penalty: 2882.554443
	Iteration 46Q: 3 clusters Score -905151.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -905151.500000 Penalty: 2882.554443
	Iteration 47Q: 3 clusters Score -905151.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -905151.500000 Penalty: 2882.554443
	Iteration 48F: 3 clusters Score -905151.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (104023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104023 members 
Entering Unmasked Estep 
Score: -13046372.000000 Penalty: 1877.259644
	Iteration 0F: 2 clusters Score -1.304637e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51779 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -12979052.000000 Penalty: 3754.519287
	Iteration 0F: 3 clusters Score -1.297905e+07 nChanged 49725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48232 members 
Mstep: Class 2 contains 55791 members 
Entering Unmasked Estep 
Score: -13008400.000000 Penalty: 3754.519287
	Iteration 1F: 3 clusters Score -1.30084e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 57922 members 
Entering Unmasked Estep 
Score: -13009489.000000 Penalty: 3754.519287
	Iteration 2Q: 3 clusters Score -1.300949e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 61121 members 
Entering Unmasked Estep 
Score: -13011378.000000 Penalty: 3754.519287
	Iteration 3Q: 3 clusters Score -1.301138e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 65594 members 
Entering Unmasked Estep 
Score: -13014644.000000 Penalty: 3754.519287
	Iteration 4F: 3 clusters Score -1.301464e+07 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 71437 members 
Entering Unmasked Estep 
Score: -13020046.000000 Penalty: 3754.519287
	Iteration 5F: 3 clusters Score -1.302005e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 77573 members 
Entering Unmasked Estep 
Score: -13026914.000000 Penalty: 3754.519287
	Iteration 6F: 3 clusters Score -1.302691e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 82328 members 
Entering Unmasked Estep 
Score: -13033023.000000 Penalty: 3754.519287
	Iteration 7F: 3 clusters Score -1.303302e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 85094 members 
Entering Unmasked Estep 
Score: -13036693.000000 Penalty: 3754.519287
	Iteration 8Q: 3 clusters Score -1.303669e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 86895 members 
Entering Unmasked Estep 
Score: -13038508.000000 Penalty: 3754.519287
	Iteration 9Q: 3 clusters Score -1.303851e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 88358 members 
Entering Unmasked Estep 
Score: -13039635.000000 Penalty: 3754.519287
	Iteration 10Q: 3 clusters Score -1.303964e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 89675 members 
Entering Unmasked Estep 
Score: -13040518.000000 Penalty: 3754.519287
	Iteration 11Q: 3 clusters Score -1.304052e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 90859 members 
Entering Unmasked Estep 
Score: -13041541.000000 Penalty: 3754.519287
	Iteration 12Q: 3 clusters Score -1.304154e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 92030 members 
Entering Unmasked Estep 
Score: -13042521.000000 Penalty: 3754.519287
	Iteration 13Q: 3 clusters Score -1.304252e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 93193 members 
Entering Unmasked Estep 
Score: -13043266.000000 Penalty: 3754.519287
	Iteration 14Q: 3 clusters Score -1.304327e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 94310 members 
Entering Unmasked Estep 
Score: -13043927.000000 Penalty: 3754.519287
	Iteration 15Q: 3 clusters Score -1.304393e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 95395 members 
Entering Unmasked Estep 
Score: -13044497.000000 Penalty: 3754.519287
	Iteration 16Q: 3 clusters Score -1.30445e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 96425 members 
Entering Unmasked Estep 
Score: -13044910.000000 Penalty: 3754.519287
	Iteration 17Q: 3 clusters Score -1.304491e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 97416 members 
Entering Unmasked Estep 
Score: -13045267.000000 Penalty: 3754.519287
	Iteration 18Q: 3 clusters Score -1.304527e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 98318 members 
Entering Unmasked Estep 
Score: -13045531.000000 Penalty: 3754.519287
	Iteration 19Q: 3 clusters Score -1.304553e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 99131 members 
Entering Unmasked Estep 
Score: -13045705.000000 Penalty: 3754.519287
	Iteration 20F: 3 clusters Score -1.30457e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 99876 members 
Entering Unmasked Estep 
Score: -13045790.000000 Penalty: 3754.519287
	Iteration 21Q: 3 clusters Score -1.304579e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 100534 members 
Entering Unmasked Estep 
Score: -13045824.000000 Penalty: 3754.519287
	Iteration 22Q: 3 clusters Score -1.304582e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 101071 members 
Entering Unmasked Estep 
Score: -13045774.000000 Penalty: 3754.519287
	Iteration 23Q: 3 clusters Score -1.304577e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 101480 members 
Entering Unmasked Estep 
Score: -13045788.000000 Penalty: 3754.519287
	Iteration 24Q: 3 clusters Score -1.304579e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 101825 members 
Entering Unmasked Estep 
Score: -13045797.000000 Penalty: 3754.519287
	Iteration 25Q: 3 clusters Score -1.30458e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 102091 members 
Entering Unmasked Estep 
Score: -13045700.000000 Penalty: 3754.519287
	Iteration 26Q: 3 clusters Score -1.30457e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 102300 members 
Entering Unmasked Estep 
Score: -13045659.000000 Penalty: 3754.519287
	Iteration 27Q: 3 clusters Score -1.304566e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 102481 members 
Entering Unmasked Estep 
Score: -13045590.000000 Penalty: 3754.519287
	Iteration 28Q: 3 clusters Score -1.304559e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 102629 members 
Entering Unmasked Estep 
Score: -13045594.000000 Penalty: 3754.519287
	Iteration 29Q: 3 clusters Score -1.304559e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 102738 members 
Entering Unmasked Estep 
Score: -13045554.000000 Penalty: 3754.519287
	Iteration 30Q: 3 clusters Score -1.304555e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 102826 members 
Entering Unmasked Estep 
Score: -13045582.000000 Penalty: 3754.519287
	Iteration 31Q: 3 clusters Score -1.304558e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 102875 members 
Entering Unmasked Estep 
Score: -13045550.000000 Penalty: 3754.519287
	Iteration 32Q: 3 clusters Score -1.304555e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 102924 members 
Entering Unmasked Estep 
Score: -13045521.000000 Penalty: 3754.519287
	Iteration 33Q: 3 clusters Score -1.304552e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 102967 members 
Entering Unmasked Estep 
Score: -13045493.000000 Penalty: 3754.519287
	Iteration 34Q: 3 clusters Score -1.304549e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 103008 members 
Entering Unmasked Estep 
Score: -13045488.000000 Penalty: 3754.519287
	Iteration 35Q: 3 clusters Score -1.304549e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 103049 members 
Entering Unmasked Estep 
Score: -13045508.000000 Penalty: 3754.519287
	Iteration 36Q: 3 clusters Score -1.304551e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 103088 members 
Entering Unmasked Estep 
Score: -13045502.000000 Penalty: 3754.519287
	Iteration 37Q: 3 clusters Score -1.30455e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 103118 members 
Entering Unmasked Estep 
Score: -13045497.000000 Penalty: 3754.519287
	Iteration 38Q: 3 clusters Score -1.30455e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 103142 members 
Entering Unmasked Estep 
Score: -13045472.000000 Penalty: 3754.519287
	Iteration 39Q: 3 clusters Score -1.304547e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 103160 members 
Entering Unmasked Estep 
Score: -13045470.000000 Penalty: 3754.519287
	Iteration 40F: 3 clusters Score -1.304547e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 103175 members 
Entering Unmasked Estep 
Score: -13045478.000000 Penalty: 3754.519287
	Iteration 41Q: 3 clusters Score -1.304548e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 103186 members 
Entering Unmasked Estep 
Score: -13045469.000000 Penalty: 3754.519287
	Iteration 42Q: 3 clusters Score -1.304547e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 103196 members 
Entering Unmasked Estep 
Score: -13045464.000000 Penalty: 3754.519287
	Iteration 43Q: 3 clusters Score -1.304546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 103199 members 
Entering Unmasked Estep 
Score: -13045463.000000 Penalty: 3754.519287
	Iteration 44Q: 3 clusters Score -1.304546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 103201 members 
Entering Unmasked Estep 
Score: -13045453.000000 Penalty: 3754.519287
	Iteration 45Q: 3 clusters Score -1.304545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 103202 members 
Entering Unmasked Estep 
Score: -13045450.000000 Penalty: 3754.519287
	Iteration 46Q: 3 clusters Score -1.304545e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 103202 members 
Entering Unmasked Estep 
Score: -13045450.000000 Penalty: 3754.519287
	Iteration 47F: 3 clusters Score -1.304545e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Entering Unmasked Estep 
Score: -1179676.375000 Penalty: 1487.539185
	Iteration 0F: 2 clusters Score -1179676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1172850.625000 Penalty: 2975.078369
	Iteration 0F: 3 clusters Score -1172851 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1175188.750000 Penalty: 2975.078369
	Iteration 1F: 3 clusters Score -1175189 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1175665.250000 Penalty: 2975.078369
	Iteration 2F: 3 clusters Score -1175665 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1176330.750000 Penalty: 2975.078369
	Iteration 3F: 3 clusters Score -1176331 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1177091.000000 Penalty: 2975.078369
	Iteration 4F: 3 clusters Score -1177091 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1177758.250000 Penalty: 2975.078369
	Iteration 5F: 3 clusters Score -1177758 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1178203.625000 Penalty: 2975.078369
	Iteration 6F: 3 clusters Score -1178204 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1178461.125000 Penalty: 2975.078369
	Iteration 7Q: 3 clusters Score -1178461 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1178596.000000 Penalty: 2975.078369
	Iteration 8Q: 3 clusters Score -1178596 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1178655.000000 Penalty: 2975.078369
	Iteration 9Q: 3 clusters Score -1178655 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1178705.875000 Penalty: 2975.078369
	Iteration 10Q: 3 clusters Score -1178706 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1178727.625000 Penalty: 2975.078369
	Iteration 11Q: 3 clusters Score -1178728 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1178750.125000 Penalty: 2975.078369
	Iteration 12Q: 3 clusters Score -1178750 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1178764.625000 Penalty: 2975.078369
	Iteration 13Q: 3 clusters Score -1178765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1178772.375000 Penalty: 2975.078369
	Iteration 14Q: 3 clusters Score -1178772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1178776.375000 Penalty: 2975.078369
	Iteration 15Q: 3 clusters Score -1178776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1178782.250000 Penalty: 2975.078369
	Iteration 16Q: 3 clusters Score -1178782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1178783.500000 Penalty: 2975.078369
	Iteration 17Q: 3 clusters Score -1178784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1178787.125000 Penalty: 2975.078369
	Iteration 18Q: 3 clusters Score -1178787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1178788.000000 Penalty: 2975.078369
	Iteration 19Q: 3 clusters Score -1178788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1178792.875000 Penalty: 2975.078369
	Iteration 20F: 3 clusters Score -1178793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1178794.375000 Penalty: 2975.078369
	Iteration 21Q: 3 clusters Score -1178794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1178798.500000 Penalty: 2975.078369
	Iteration 22Q: 3 clusters Score -1178798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1178802.000000 Penalty: 2975.078369
	Iteration 23Q: 3 clusters Score -1178802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1178804.500000 Penalty: 2975.078369
	Iteration 24Q: 3 clusters Score -1178804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1178807.875000 Penalty: 2975.078369
	Iteration 25Q: 3 clusters Score -1178808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1178810.500000 Penalty: 2975.078369
	Iteration 26Q: 3 clusters Score -1178810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1178812.375000 Penalty: 2975.078369
	Iteration 27Q: 3 clusters Score -1178812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1178815.125000 Penalty: 2975.078369
	Iteration 28Q: 3 clusters Score -1178815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1178817.750000 Penalty: 2975.078369
	Iteration 29Q: 3 clusters Score -1178818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1178819.125000 Penalty: 2975.078369
	Iteration 30Q: 3 clusters Score -1178819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1178820.625000 Penalty: 2975.078369
	Iteration 31Q: 3 clusters Score -1178821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1178821.000000 Penalty: 2975.078369
	Iteration 32Q: 3 clusters Score -1178821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1178822.500000 Penalty: 2975.078369
	Iteration 33Q: 3 clusters Score -1178822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1178824.625000 Penalty: 2975.078369
	Iteration 34Q: 3 clusters Score -1178825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1178825.125000 Penalty: 2975.078369
	Iteration 35Q: 3 clusters Score -1178825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1178825.125000 Penalty: 2975.078369
	Iteration 36F: 3 clusters Score -1178825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (108216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108216 members 
Entering Unmasked Estep 
Score: -13579565.000000 Penalty: 1883.681274
	Iteration 0F: 2 clusters Score -1.357956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 53983 members 
Entering Unmasked Estep 
Score: -13510128.000000 Penalty: 3767.362549
	Iteration 0F: 3 clusters Score -1.351013e+07 nChanged 51828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57143 members 
Mstep: Class 2 contains 51073 members 
Entering Unmasked Estep 
Score: -13540958.000000 Penalty: 3767.362549
	Iteration 1F: 3 clusters Score -1.354096e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59140 members 
Mstep: Class 2 contains 49076 members 
Entering Unmasked Estep 
Score: -13543351.000000 Penalty: 3767.362549
	Iteration 2Q: 3 clusters Score -1.354335e+07 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61924 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -13547519.000000 Penalty: 3767.362549
	Iteration 3F: 3 clusters Score -1.354752e+07 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65311 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -13554229.000000 Penalty: 3767.362549
	Iteration 4F: 3 clusters Score -1.355423e+07 nChanged 9474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68483 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -13562882.000000 Penalty: 3767.362549
	Iteration 5F: 3 clusters Score -1.356288e+07 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69978 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -13569520.000000 Penalty: 3767.362549
	Iteration 6F: 3 clusters Score -1.356952e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69901 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -13571536.000000 Penalty: 3767.362549
	Iteration 7Q: 3 clusters Score -1.357154e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69382 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -13572031.000000 Penalty: 3767.362549
	Iteration 8Q: 3 clusters Score -1.357203e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68695 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -13572279.000000 Penalty: 3767.362549
	Iteration 9Q: 3 clusters Score -1.357228e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67928 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -13572282.000000 Penalty: 3767.362549
	Iteration 10Q: 3 clusters Score -1.357228e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67093 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -13572387.000000 Penalty: 3767.362549
	Iteration 11Q: 3 clusters Score -1.357239e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66200 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -13572398.000000 Penalty: 3767.362549
	Iteration 12Q: 3 clusters Score -1.35724e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65293 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
Score: -13572471.000000 Penalty: 3767.362549
	Iteration 13Q: 3 clusters Score -1.357247e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64314 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -13572516.000000 Penalty: 3767.362549
	Iteration 14Q: 3 clusters Score -1.357252e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63251 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -13572541.000000 Penalty: 3767.362549
	Iteration 15Q: 3 clusters Score -1.357254e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62155 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -13572569.000000 Penalty: 3767.362549
	Iteration 16Q: 3 clusters Score -1.357257e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60904 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -13572646.000000 Penalty: 3767.362549
	Iteration 17Q: 3 clusters Score -1.357265e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59554 members 
Mstep: Class 2 contains 48662 members 
Entering Unmasked Estep 
Score: -13572706.000000 Penalty: 3767.362549
	Iteration 18Q: 3 clusters Score -1.357271e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58131 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -13572739.000000 Penalty: 3767.362549
	Iteration 19Q: 3 clusters Score -1.357274e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 51556 members 
Entering Unmasked Estep 
Score: -13572739.000000 Penalty: 3767.362549
	Iteration 20F: 3 clusters Score -1.357274e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55168 members 
Mstep: Class 2 contains 53048 members 
Entering Unmasked Estep 
Score: -13572790.000000 Penalty: 3767.362549
	Iteration 21Q: 3 clusters Score -1.357279e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53647 members 
Mstep: Class 2 contains 54569 members 
Entering Unmasked Estep 
Score: -13572847.000000 Penalty: 3767.362549
	Iteration 22Q: 3 clusters Score -1.357285e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52105 members 
Mstep: Class 2 contains 56111 members 
Entering Unmasked Estep 
Score: -13572994.000000 Penalty: 3767.362549
	Iteration 23Q: 3 clusters Score -1.357299e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 57646 members 
Entering Unmasked Estep 
Score: -13572970.000000 Penalty: 3767.362549
	Iteration 24Q: 3 clusters Score -1.357297e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 59185 members 
Entering Unmasked Estep 
Score: -13573034.000000 Penalty: 3767.362549
	Iteration 25Q: 3 clusters Score -1.357303e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47570 members 
Mstep: Class 2 contains 60646 members 
Entering Unmasked Estep 
Score: -13573069.000000 Penalty: 3767.362549
	Iteration 26Q: 3 clusters Score -1.357307e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 61975 members 
Entering Unmasked Estep 
Score: -13573062.000000 Penalty: 3767.362549
	Iteration 27Q: 3 clusters Score -1.357306e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 63221 members 
Entering Unmasked Estep 
Score: -13573114.000000 Penalty: 3767.362549
	Iteration 28Q: 3 clusters Score -1.357311e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 64426 members 
Entering Unmasked Estep 
Score: -13573151.000000 Penalty: 3767.362549
	Iteration 29Q: 3 clusters Score -1.357315e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 65606 members 
Entering Unmasked Estep 
Score: -13573141.000000 Penalty: 3767.362549
	Iteration 30Q: 3 clusters Score -1.357314e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 66856 members 
Entering Unmasked Estep 
Score: -13573134.000000 Penalty: 3767.362549
	Iteration 31Q: 3 clusters Score -1.357313e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 68188 members 
Entering Unmasked Estep 
Score: -13573151.000000 Penalty: 3767.362549
	Iteration 32Q: 3 clusters Score -1.357315e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 69519 members 
Entering Unmasked Estep 
Score: -13573178.000000 Penalty: 3767.362549
	Iteration 33Q: 3 clusters Score -1.357318e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 70854 members 
Entering Unmasked Estep 
Score: -13573206.000000 Penalty: 3767.362549
	Iteration 34Q: 3 clusters Score -1.357321e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 72161 members 
Entering Unmasked Estep 
Score: -13573212.000000 Penalty: 3767.362549
	Iteration 35Q: 3 clusters Score -1.357321e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 73509 members 
Entering Unmasked Estep 
Score: -13573249.000000 Penalty: 3767.362549
	Iteration 36Q: 3 clusters Score -1.357325e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 74884 members 
Entering Unmasked Estep 
Score: -13573306.000000 Penalty: 3767.362549
	Iteration 37Q: 3 clusters Score -1.357331e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 76281 members 
Entering Unmasked Estep 
Score: -13573419.000000 Penalty: 3767.362549
	Iteration 38Q: 3 clusters Score -1.357342e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 77664 members 
Entering Unmasked Estep 
Score: -13573509.000000 Penalty: 3767.362549
	Iteration 39Q: 3 clusters Score -1.357351e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 79051 members 
Entering Unmasked Estep 
Score: -13573592.000000 Penalty: 3767.362549
	Iteration 40F: 3 clusters Score -1.357359e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 80393 members 
Entering Unmasked Estep 
Score: -13573697.000000 Penalty: 3767.362549
	Iteration 41Q: 3 clusters Score -1.35737e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 81834 members 
Entering Unmasked Estep 
Score: -13573881.000000 Penalty: 3767.362549
	Iteration 42Q: 3 clusters Score -1.357388e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 83321 members 
Entering Unmasked Estep 
Score: -13574073.000000 Penalty: 3767.362549
	Iteration 43Q: 3 clusters Score -1.357407e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 84850 members 
Entering Unmasked Estep 
Score: -13574305.000000 Penalty: 3767.362549
	Iteration 44Q: 3 clusters Score -1.35743e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 86420 members 
Entering Unmasked Estep 
Score: -13574531.000000 Penalty: 3767.362549
	Iteration 45Q: 3 clusters Score -1.357453e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 87913 members 
Entering Unmasked Estep 
Score: -13574757.000000 Penalty: 3767.362549
	Iteration 46Q: 3 clusters Score -1.357476e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 89461 members 
Entering Unmasked Estep 
Score: -13574957.000000 Penalty: 3767.362549
	Iteration 47Q: 3 clusters Score -1.357496e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 91118 members 
Entering Unmasked Estep 
Score: -13575519.000000 Penalty: 3767.362549
	Iteration 48Q: 3 clusters Score -1.357552e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 92535 members 
Entering Unmasked Estep 
Score: -13576125.000000 Penalty: 3767.362549
	Iteration 49Q: 3 clusters Score -1.357612e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 93797 members 
Entering Unmasked Estep 
Score: -13576498.000000 Penalty: 3767.362549
	Iteration 50Q: 3 clusters Score -1.35765e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 94901 members 
Entering Unmasked Estep 
Score: -13576855.000000 Penalty: 3767.362549
	Iteration 51Q: 3 clusters Score -1.357686e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 95903 members 
Entering Unmasked Estep 
Score: -13577165.000000 Penalty: 3767.362549
	Iteration 52Q: 3 clusters Score -1.357716e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 96786 members 
Entering Unmasked Estep 
Score: -13577407.000000 Penalty: 3767.362549
	Iteration 53Q: 3 clusters Score -1.357741e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 97612 members 
Entering Unmasked Estep 
Score: -13577590.000000 Penalty: 3767.362549
	Iteration 54Q: 3 clusters Score -1.357759e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 98378 members 
Entering Unmasked Estep 
Score: -13577665.000000 Penalty: 3767.362549
	Iteration 55Q: 3 clusters Score -1.357766e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 99038 members 
Entering Unmasked Estep 
Score: -13577789.000000 Penalty: 3767.362549
	Iteration 56Q: 3 clusters Score -1.357779e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 99637 members 
Entering Unmasked Estep 
Score: -13577910.000000 Penalty: 3767.362549
	Iteration 57Q: 3 clusters Score -1.357791e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 100212 members 
Entering Unmasked Estep 
Score: -13577998.000000 Penalty: 3767.362549
	Iteration 58Q: 3 clusters Score -1.3578e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 100697 members 
Entering Unmasked Estep 
Score: -13578074.000000 Penalty: 3767.362549
	Iteration 59Q: 3 clusters Score -1.357807e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 101148 members 
Entering Unmasked Estep 
Score: -13578086.000000 Penalty: 3767.362549
	Iteration 60F: 3 clusters Score -1.357809e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 101524 members 
Entering Unmasked Estep 
Score: -13578123.000000 Penalty: 3767.362549
	Iteration 61Q: 3 clusters Score -1.357812e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 101863 members 
Entering Unmasked Estep 
Score: -13578183.000000 Penalty: 3767.362549
	Iteration 62Q: 3 clusters Score -1.357818e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 102193 members 
Entering Unmasked Estep 
Score: -13578260.000000 Penalty: 3767.362549
	Iteration 63Q: 3 clusters Score -1.357826e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 102460 members 
Entering Unmasked Estep 
Score: -13578299.000000 Penalty: 3767.362549
	Iteration 64Q: 3 clusters Score -1.35783e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 102714 members 
Entering Unmasked Estep 
Score: -13578328.000000 Penalty: 3767.362549
	Iteration 65Q: 3 clusters Score -1.357833e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 102948 members 
Entering Unmasked Estep 
Score: -13578363.000000 Penalty: 3767.362549
	Iteration 66Q: 3 clusters Score -1.357836e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 103159 members 
Entering Unmasked Estep 
Score: -13578368.000000 Penalty: 3767.362549
	Iteration 67Q: 3 clusters Score -1.357837e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 103354 members 
Entering Unmasked Estep 
Score: -13578357.000000 Penalty: 3767.362549
	Iteration 68Q: 3 clusters Score -1.357836e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 103531 members 
Entering Unmasked Estep 
Score: -13578355.000000 Penalty: 3767.362549
	Iteration 69Q: 3 clusters Score -1.357836e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 103701 members 
Entering Unmasked Estep 
Score: -13578369.000000 Penalty: 3767.362549
	Iteration 70Q: 3 clusters Score -1.357837e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 103860 members 
Entering Unmasked Estep 
Score: -13578377.000000 Penalty: 3767.362549
	Iteration 71Q: 3 clusters Score -1.357838e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 104020 members 
Entering Unmasked Estep 
Score: -13578380.000000 Penalty: 3767.362549
	Iteration 72Q: 3 clusters Score -1.357838e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 104159 members 
Entering Unmasked Estep 
Score: -13578403.000000 Penalty: 3767.362549
	Iteration 73Q: 3 clusters Score -1.35784e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 104310 members 
Entering Unmasked Estep 
Score: -13578381.000000 Penalty: 3767.362549
	Iteration 74Q: 3 clusters Score -1.357838e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 104437 members 
Entering Unmasked Estep 
Score: -13578405.000000 Penalty: 3767.362549
	Iteration 75Q: 3 clusters Score -1.35784e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 104552 members 
Entering Unmasked Estep 
Score: -13578413.000000 Penalty: 3767.362549
	Iteration 76Q: 3 clusters Score -1.357841e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 104648 members 
Entering Unmasked Estep 
Score: -13578426.000000 Penalty: 3767.362549
	Iteration 77Q: 3 clusters Score -1.357843e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 104726 members 
Entering Unmasked Estep 
Score: -13578397.000000 Penalty: 3767.362549
	Iteration 78Q: 3 clusters Score -1.35784e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 104820 members 
Entering Unmasked Estep 
Score: -13578432.000000 Penalty: 3767.362549
	Iteration 79Q: 3 clusters Score -1.357843e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 104903 members 
Entering Unmasked Estep 
Score: -13578454.000000 Penalty: 3767.362549
	Iteration 80F: 3 clusters Score -1.357845e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 104956 members 
Entering Unmasked Estep 
Score: -13578481.000000 Penalty: 3767.362549
	Iteration 81Q: 3 clusters Score -1.357848e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 105006 members 
Entering Unmasked Estep 
Score: -13578494.000000 Penalty: 3767.362549
	Iteration 82Q: 3 clusters Score -1.357849e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 105031 members 
Entering Unmasked Estep 
Score: -13578490.000000 Penalty: 3767.362549
	Iteration 83Q: 3 clusters Score -1.357849e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 105064 members 
Entering Unmasked Estep 
Score: -13578504.000000 Penalty: 3767.362549
	Iteration 84Q: 3 clusters Score -1.35785e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 105090 members 
Entering Unmasked Estep 
Score: -13578513.000000 Penalty: 3767.362549
	Iteration 85Q: 3 clusters Score -1.357851e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 105113 members 
Entering Unmasked Estep 
Score: -13578521.000000 Penalty: 3767.362549
	Iteration 86Q: 3 clusters Score -1.357852e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 105127 members 
Entering Unmasked Estep 
Score: -13578507.000000 Penalty: 3767.362549
	Iteration 87Q: 3 clusters Score -1.357851e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 105143 members 
Entering Unmasked Estep 
Score: -13578524.000000 Penalty: 3767.362549
	Iteration 88Q: 3 clusters Score -1.357852e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 105159 members 
Entering Unmasked Estep 
Score: -13578539.000000 Penalty: 3767.362549
	Iteration 89Q: 3 clusters Score -1.357854e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 105176 members 
Entering Unmasked Estep 
Score: -13578530.000000 Penalty: 3767.362549
	Iteration 90Q: 3 clusters Score -1.357853e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 105199 members 
Entering Unmasked Estep 
Score: -13578547.000000 Penalty: 3767.362549
	Iteration 91Q: 3 clusters Score -1.357855e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 105216 members 
Entering Unmasked Estep 
Score: -13578552.000000 Penalty: 3767.362549
	Iteration 92Q: 3 clusters Score -1.357855e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 105240 members 
Entering Unmasked Estep 
Score: -13578542.000000 Penalty: 3767.362549
	Iteration 93Q: 3 clusters Score -1.357854e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 105257 members 
Entering Unmasked Estep 
Score: -13578534.000000 Penalty: 3767.362549
	Iteration 94Q: 3 clusters Score -1.357853e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 105286 members 
Entering Unmasked Estep 
Score: -13578537.000000 Penalty: 3767.362549
	Iteration 95Q: 3 clusters Score -1.357854e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 105312 members 
Entering Unmasked Estep 
Score: -13578560.000000 Penalty: 3767.362549
	Iteration 96Q: 3 clusters Score -1.357856e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 105340 members 
Entering Unmasked Estep 
Score: -13578558.000000 Penalty: 3767.362549
	Iteration 97Q: 3 clusters Score -1.357856e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 105360 members 
Entering Unmasked Estep 
Score: -13578570.000000 Penalty: 3767.362549
	Iteration 98Q: 3 clusters Score -1.357857e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 105375 members 
Entering Unmasked Estep 
Score: -13578547.000000 Penalty: 3767.362549
	Iteration 99Q: 3 clusters Score -1.357855e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 105392 members 
Entering Unmasked Estep 
Score: -13578553.000000 Penalty: 3767.362549
	Iteration 100F: 3 clusters Score -1.357855e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 105406 members 
Entering Unmasked Estep 
Score: -13578549.000000 Penalty: 3767.362549
	Iteration 101Q: 3 clusters Score -1.357855e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 105422 members 
Entering Unmasked Estep 
Score: -13578544.000000 Penalty: 3767.362549
	Iteration 102Q: 3 clusters Score -1.357854e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 105443 members 
Entering Unmasked Estep 
Score: -13578537.000000 Penalty: 3767.362549
	Iteration 103Q: 3 clusters Score -1.357854e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 105468 members 
Entering Unmasked Estep 
Score: -13578514.000000 Penalty: 3767.362549
	Iteration 104Q: 3 clusters Score -1.357851e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 105486 members 
Entering Unmasked Estep 
Score: -13578520.000000 Penalty: 3767.362549
	Iteration 105Q: 3 clusters Score -1.357852e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 105501 members 
Entering Unmasked Estep 
Score: -13578532.000000 Penalty: 3767.362549
	Iteration 106Q: 3 clusters Score -1.357853e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 105516 members 
Entering Unmasked Estep 
Score: -13578535.000000 Penalty: 3767.362549
	Iteration 107Q: 3 clusters Score -1.357854e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 105530 members 
Entering Unmasked Estep 
Score: -13578539.000000 Penalty: 3767.362549
	Iteration 108Q: 3 clusters Score -1.357854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 105540 members 
Entering Unmasked Estep 
Score: -13578535.000000 Penalty: 3767.362549
	Iteration 109Q: 3 clusters Score -1.357854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 105547 members 
Entering Unmasked Estep 
Score: -13578540.000000 Penalty: 3767.362549
	Iteration 110Q: 3 clusters Score -1.357854e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 105554 members 
Entering Unmasked Estep 
Score: -13578544.000000 Penalty: 3767.362549
	Iteration 111Q: 3 clusters Score -1.357854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 105556 members 
Entering Unmasked Estep 
Score: -13578545.000000 Penalty: 3767.362549
	Iteration 112Q: 3 clusters Score -1.357854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 105559 members 
Entering Unmasked Estep 
Score: -13578547.000000 Penalty: 3767.362549
	Iteration 113Q: 3 clusters Score -1.357855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 105563 members 
Entering Unmasked Estep 
Score: -13578534.000000 Penalty: 3767.362549
	Iteration 114Q: 3 clusters Score -1.357853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 105565 members 
Entering Unmasked Estep 
Score: -13578530.000000 Penalty: 3767.362549
	Iteration 115Q: 3 clusters Score -1.357853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 105571 members 
Entering Unmasked Estep 
Score: -13578541.000000 Penalty: 3767.362549
	Iteration 116Q: 3 clusters Score -1.357854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 105581 members 
Entering Unmasked Estep 
Score: -13578529.000000 Penalty: 3767.362549
	Iteration 117Q: 3 clusters Score -1.357853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 105588 members 
Entering Unmasked Estep 
Score: -13578522.000000 Penalty: 3767.362549
	Iteration 118Q: 3 clusters Score -1.357852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 105593 members 
Entering Unmasked Estep 
Score: -13578531.000000 Penalty: 3767.362549
	Iteration 119Q: 3 clusters Score -1.357853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 105598 members 
Entering Unmasked Estep 
Score: -13578525.000000 Penalty: 3767.362549
	Iteration 120F: 3 clusters Score -1.357852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 105599 members 
Entering Unmasked Estep 
Score: -13578528.000000 Penalty: 3767.362549
	Iteration 121Q: 3 clusters Score -1.357853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 105604 members 
Entering Unmasked Estep 
Score: -13578520.000000 Penalty: 3767.362549
	Iteration 122Q: 3 clusters Score -1.357852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 105610 members 
Entering Unmasked Estep 
Score: -13578526.000000 Penalty: 3767.362549
	Iteration 123Q: 3 clusters Score -1.357853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 105614 members 
Entering Unmasked Estep 
Score: -13578541.000000 Penalty: 3767.362549
	Iteration 124Q: 3 clusters Score -1.357854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 105619 members 
Entering Unmasked Estep 
Score: -13578536.000000 Penalty: 3767.362549
	Iteration 125Q: 3 clusters Score -1.357854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 105623 members 
Entering Unmasked Estep 
Score: -13578544.000000 Penalty: 3767.362549
	Iteration 126Q: 3 clusters Score -1.357854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 105628 members 
Entering Unmasked Estep 
Score: -13578545.000000 Penalty: 3767.362549
	Iteration 127Q: 3 clusters Score -1.357854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 105632 members 
Entering Unmasked Estep 
Score: -13578540.000000 Penalty: 3767.362549
	Iteration 128Q: 3 clusters Score -1.357854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 105633 members 
Entering Unmasked Estep 
Score: -13578543.000000 Penalty: 3767.362549
	Iteration 129Q: 3 clusters Score -1.357854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 105635 members 
Entering Unmasked Estep 
Score: -13578543.000000 Penalty: 3767.362549
	Iteration 130Q: 3 clusters Score -1.357854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 105637 members 
Entering Unmasked Estep 
Score: -13578541.000000 Penalty: 3767.362549
	Iteration 131Q: 3 clusters Score -1.357854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 105638 members 
Entering Unmasked Estep 
Score: -13578539.000000 Penalty: 3767.362549
	Iteration 132Q: 3 clusters Score -1.357854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 105637 members 
Entering Unmasked Estep 
Score: -13578536.000000 Penalty: 3767.362549
	Iteration 133Q: 3 clusters Score -1.357854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 105638 members 
Entering Unmasked Estep 
Score: -13578540.000000 Penalty: 3767.362549
	Iteration 134Q: 3 clusters Score -1.357854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 105639 members 
Entering Unmasked Estep 
Score: -13578547.000000 Penalty: 3767.362549
	Iteration 135Q: 3 clusters Score -1.357855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 105639 members 
Entering Unmasked Estep 
Score: -13578547.000000 Penalty: 3767.362549
	Iteration 136F: 3 clusters Score -1.357855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Entering Unmasked Estep 
Score: -1829834.625000 Penalty: 1559.296509
	Iteration 0F: 2 clusters Score -1829835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1819685.125000 Penalty: 3118.593018
	Iteration 0F: 3 clusters Score -1819685 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1823241.125000 Penalty: 3118.593018
	Iteration 1F: 3 clusters Score -1823241 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1823597.125000 Penalty: 3118.593018
	Iteration 2F: 3 clusters Score -1823597 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1823917.500000 Penalty: 3118.593018
	Iteration 3F: 3 clusters Score -1823918 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1824213.000000 Penalty: 3118.593018
	Iteration 4Q: 3 clusters Score -1824213 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1824550.000000 Penalty: 3118.593018
	Iteration 5Q: 3 clusters Score -1824550 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1824965.000000 Penalty: 3118.593018
	Iteration 6Q: 3 clusters Score -1824965 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1825395.125000 Penalty: 3118.593018
	Iteration 7F: 3 clusters Score -1825395 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1825794.250000 Penalty: 3118.593018
	Iteration 8Q: 3 clusters Score -1825794 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1826280.875000 Penalty: 3118.593018
	Iteration 9Q: 3 clusters Score -1826281 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1826782.000000 Penalty: 3118.593018
	Iteration 10Q: 3 clusters Score -1826782 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1827215.500000 Penalty: 3118.593018
	Iteration 11Q: 3 clusters Score -1827216 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1827553.125000 Penalty: 3118.593018
	Iteration 12Q: 3 clusters Score -1827553 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1827822.375000 Penalty: 3118.593018
	Iteration 13Q: 3 clusters Score -1827822 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1828058.625000 Penalty: 3118.593018
	Iteration 14Q: 3 clusters Score -1828059 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1828276.250000 Penalty: 3118.593018
	Iteration 15Q: 3 clusters Score -1828276 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1828456.750000 Penalty: 3118.593018
	Iteration 16Q: 3 clusters Score -1828457 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1828609.750000 Penalty: 3118.593018
	Iteration 17Q: 3 clusters Score -1828610 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1828725.000000 Penalty: 3118.593018
	Iteration 18Q: 3 clusters Score -1828725 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1828824.375000 Penalty: 3118.593018
	Iteration 19Q: 3 clusters Score -1828824 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1828906.500000 Penalty: 3118.593018
	Iteration 20F: 3 clusters Score -1828906 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1828983.875000 Penalty: 3118.593018
	Iteration 21Q: 3 clusters Score -1828984 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1829056.500000 Penalty: 3118.593018
	Iteration 22Q: 3 clusters Score -1829056 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1829105.000000 Penalty: 3118.593018
	Iteration 23Q: 3 clusters Score -1829105 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1829127.375000 Penalty: 3118.593018
	Iteration 24Q: 3 clusters Score -1829127 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1829140.875000 Penalty: 3118.593018
	Iteration 25Q: 3 clusters Score -1829141 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1829158.000000 Penalty: 3118.593018
	Iteration 26Q: 3 clusters Score -1829158 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1829168.000000 Penalty: 3118.593018
	Iteration 27Q: 3 clusters Score -1829168 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1829181.000000 Penalty: 3118.593018
	Iteration 28Q: 3 clusters Score -1829181 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1829191.375000 Penalty: 3118.593018
	Iteration 29Q: 3 clusters Score -1829191 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1829196.750000 Penalty: 3118.593018
	Iteration 30Q: 3 clusters Score -1829197 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1829212.750000 Penalty: 3118.593018
	Iteration 31Q: 3 clusters Score -1829213 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1829225.000000 Penalty: 3118.593018
	Iteration 32Q: 3 clusters Score -1829225 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1829235.375000 Penalty: 3118.593018
	Iteration 33Q: 3 clusters Score -1829235 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1829243.875000 Penalty: 3118.593018
	Iteration 34Q: 3 clusters Score -1829244 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1829251.625000 Penalty: 3118.593018
	Iteration 35Q: 3 clusters Score -1829252 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1829264.000000 Penalty: 3118.593018
	Iteration 36Q: 3 clusters Score -1829264 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1829267.875000 Penalty: 3118.593018
	Iteration 37Q: 3 clusters Score -1829268 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1829284.125000 Penalty: 3118.593018
	Iteration 38Q: 3 clusters Score -1829284 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1829293.000000 Penalty: 3118.593018
	Iteration 39Q: 3 clusters Score -1829293 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1829305.500000 Penalty: 3118.593018
	Iteration 40F: 3 clusters Score -1829306 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1829312.000000 Penalty: 3118.593018
	Iteration 41Q: 3 clusters Score -1829312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1829321.375000 Penalty: 3118.593018
	Iteration 42Q: 3 clusters Score -1829321 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1829323.625000 Penalty: 3118.593018
	Iteration 43Q: 3 clusters Score -1829324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1829326.500000 Penalty: 3118.593018
	Iteration 44Q: 3 clusters Score -1829326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1829323.625000 Penalty: 3118.593018
	Iteration 45Q: 3 clusters Score -1829324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1829327.625000 Penalty: 3118.593018
	Iteration 46Q: 3 clusters Score -1829328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1829333.625000 Penalty: 3118.593018
	Iteration 47Q: 3 clusters Score -1829334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1829335.000000 Penalty: 3118.593018
	Iteration 48Q: 3 clusters Score -1829335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1829339.375000 Penalty: 3118.593018
	Iteration 49Q: 3 clusters Score -1829339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1829342.500000 Penalty: 3118.593018
	Iteration 50Q: 3 clusters Score -1829342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1829342.750000 Penalty: 3118.593018
	Iteration 51Q: 3 clusters Score -1829343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1829343.125000 Penalty: 3118.593018
	Iteration 52Q: 3 clusters Score -1829343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1829340.500000 Penalty: 3118.593018
	Iteration 53Q: 3 clusters Score -1829340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1829341.875000 Penalty: 3118.593018
	Iteration 54Q: 3 clusters Score -1829342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1829340.625000 Penalty: 3118.593018
	Iteration 55Q: 3 clusters Score -1829341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1829341.625000 Penalty: 3118.593018
	Iteration 56Q: 3 clusters Score -1829342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1829341.625000 Penalty: 3118.593018
	Iteration 57Q: 3 clusters Score -1829342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1829339.625000 Penalty: 3118.593018
	Iteration 58Q: 3 clusters Score -1829340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1829339.500000 Penalty: 3118.593018
	Iteration 59Q: 3 clusters Score -1829340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1829342.125000 Penalty: 3118.593018
	Iteration 60F: 3 clusters Score -1829342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -46152.132812 Penalty: 983.846436
	Iteration 0F: 2 clusters Score -46152.13 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 207 members 
Entering Unmasked Estep 
Score: -45166.054688 Penalty: 1967.692871
	Iteration 0F: 3 clusters Score -45166.05 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45305.859375 Penalty: 1967.692871
	Iteration 1F: 3 clusters Score -45305.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45361.648438 Penalty: 1967.692871
	Iteration 2F: 3 clusters Score -45361.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45387.136719 Penalty: 1967.692871
	Iteration 3Q: 3 clusters Score -45387.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45404.164062 Penalty: 1967.692871
	Iteration 4Q: 3 clusters Score -45404.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45411.914062 Penalty: 1967.692871
	Iteration 5Q: 3 clusters Score -45411.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45418.746094 Penalty: 1967.692871
	Iteration 6Q: 3 clusters Score -45418.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45421.167969 Penalty: 1967.692871
	Iteration 7Q: 3 clusters Score -45421.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -45422.199219 Penalty: 1967.692871
	Iteration 8Q: 3 clusters Score -45422.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45423.984375 Penalty: 1967.692871
	Iteration 9Q: 3 clusters Score -45423.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -45425.566406 Penalty: 1967.692871
	Iteration 10Q: 3 clusters Score -45425.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -45425.566406 Penalty: 1967.692871
	Iteration 11F: 3 clusters Score -45425.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Entering Unmasked Estep 
Score: -861806.187500 Penalty: 1435.863525
	Iteration 0F: 2 clusters Score -861806.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -856668.062500 Penalty: 2871.727051
	Iteration 0F: 3 clusters Score -856668.1 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -858091.250000 Penalty: 2871.727051
	Iteration 1F: 3 clusters Score -858091.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -858300.125000 Penalty: 2871.727051
	Iteration 2F: 3 clusters Score -858300.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -858479.937500 Penalty: 2871.727051
	Iteration 3F: 3 clusters Score -858479.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -858635.375000 Penalty: 2871.727051
	Iteration 4Q: 3 clusters Score -858635.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -858761.375000 Penalty: 2871.727051
	Iteration 5Q: 3 clusters Score -858761.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -858886.500000 Penalty: 2871.727051
	Iteration 6Q: 3 clusters Score -858886.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -859010.187500 Penalty: 2871.727051
	Iteration 7Q: 3 clusters Score -859010.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -859154.437500 Penalty: 2871.727051
	Iteration 8Q: 3 clusters Score -859154.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -859334.125000 Penalty: 2871.727051
	Iteration 9Q: 3 clusters Score -859334.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -859523.500000 Penalty: 2871.727051
	Iteration 10Q: 3 clusters Score -859523.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -859750.875000 Penalty: 2871.727051
	Iteration 11Q: 3 clusters Score -859750.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -859993.250000 Penalty: 2871.727051
	Iteration 12Q: 3 clusters Score -859993.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -860204.562500 Penalty: 2871.727051
	Iteration 13Q: 3 clusters Score -860204.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -860337.250000 Penalty: 2871.727051
	Iteration 14Q: 3 clusters Score -860337.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -860413.312500 Penalty: 2871.727051
	Iteration 15Q: 3 clusters Score -860413.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -860458.000000 Penalty: 2871.727051
	Iteration 16Q: 3 clusters Score -860458 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -860485.750000 Penalty: 2871.727051
	Iteration 17Q: 3 clusters Score -860485.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -860508.375000 Penalty: 2871.727051
	Iteration 18Q: 3 clusters Score -860508.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -860528.437500 Penalty: 2871.727051
	Iteration 19Q: 3 clusters Score -860528.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -860544.687500 Penalty: 2871.727051
	Iteration 20F: 3 clusters Score -860544.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -860555.000000 Penalty: 2871.727051
	Iteration 21Q: 3 clusters Score -860555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -860561.187500 Penalty: 2871.727051
	Iteration 22Q: 3 clusters Score -860561.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -860564.687500 Penalty: 2871.727051
	Iteration 23Q: 3 clusters Score -860564.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -860564.500000 Penalty: 2871.727051
	Iteration 24Q: 3 clusters Score -860564.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -860564.625000 Penalty: 2871.727051
	Iteration 25Q: 3 clusters Score -860564.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -860566.437500 Penalty: 2871.727051
	Iteration 26Q: 3 clusters Score -860566.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -860566.750000 Penalty: 2871.727051
	Iteration 27Q: 3 clusters Score -860566.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -860567.625000 Penalty: 2871.727051
	Iteration 28Q: 3 clusters Score -860567.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -860569.562500 Penalty: 2871.727051
	Iteration 29Q: 3 clusters Score -860569.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -860569.562500 Penalty: 2871.727051
	Iteration 30F: 3 clusters Score -860569.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Entering Unmasked Estep 
Score: -1009688.812500 Penalty: 1473.470215
	Iteration 0F: 2 clusters Score -1009689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1003439.625000 Penalty: 2946.940430
	Iteration 0F: 3 clusters Score -1003440 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1005486.500000 Penalty: 2946.940430
	Iteration 1F: 3 clusters Score -1005486 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1005784.687500 Penalty: 2946.940430
	Iteration 2F: 3 clusters Score -1005785 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1006088.000000 Penalty: 2946.940430
	Iteration 3F: 3 clusters Score -1006088 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1006440.812500 Penalty: 2946.940430
	Iteration 4F: 3 clusters Score -1006441 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1006784.125000 Penalty: 2946.940430
	Iteration 5F: 3 clusters Score -1006784 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1007087.250000 Penalty: 2946.940430
	Iteration 6F: 3 clusters Score -1007087 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1007334.937500 Penalty: 2946.940430
	Iteration 7Q: 3 clusters Score -1007335 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1007509.000000 Penalty: 2946.940430
	Iteration 8Q: 3 clusters Score -1007509 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1007629.375000 Penalty: 2946.940430
	Iteration 9Q: 3 clusters Score -1007629 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1007726.437500 Penalty: 2946.940430
	Iteration 10Q: 3 clusters Score -1007726 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1007824.125000 Penalty: 2946.940430
	Iteration 11Q: 3 clusters Score -1007824 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1007893.000000 Penalty: 2946.940430
	Iteration 12Q: 3 clusters Score -1007893 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1007954.437500 Penalty: 2946.940430
	Iteration 13Q: 3 clusters Score -1007954 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1008010.312500 Penalty: 2946.940430
	Iteration 14Q: 3 clusters Score -1008010 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1008069.687500 Penalty: 2946.940430
	Iteration 15Q: 3 clusters Score -1008070 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1008115.687500 Penalty: 2946.940430
	Iteration 16Q: 3 clusters Score -1008116 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1008159.562500 Penalty: 2946.940430
	Iteration 17Q: 3 clusters Score -1008160 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1008214.750000 Penalty: 2946.940430
	Iteration 18Q: 3 clusters Score -1008215 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1008271.812500 Penalty: 2946.940430
	Iteration 19Q: 3 clusters Score -1008272 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1008340.875000 Penalty: 2946.940430
	Iteration 20F: 3 clusters Score -1008341 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1008398.125000 Penalty: 2946.940430
	Iteration 21Q: 3 clusters Score -1008398 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1008438.875000 Penalty: 2946.940430
	Iteration 22Q: 3 clusters Score -1008439 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1008472.625000 Penalty: 2946.940430
	Iteration 23Q: 3 clusters Score -1008473 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1008498.750000 Penalty: 2946.940430
	Iteration 24Q: 3 clusters Score -1008499 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1008521.187500 Penalty: 2946.940430
	Iteration 25Q: 3 clusters Score -1008521 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1008545.187500 Penalty: 2946.940430
	Iteration 26Q: 3 clusters Score -1008545 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1008571.437500 Penalty: 2946.940430
	Iteration 27Q: 3 clusters Score -1008571 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1008591.000000 Penalty: 2946.940430
	Iteration 28Q: 3 clusters Score -1008591 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1008610.500000 Penalty: 2946.940430
	Iteration 29Q: 3 clusters Score -1008610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1008624.062500 Penalty: 2946.940430
	Iteration 30Q: 3 clusters Score -1008624 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1008639.812500 Penalty: 2946.940430
	Iteration 31Q: 3 clusters Score -1008640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1008655.937500 Penalty: 2946.940430
	Iteration 32Q: 3 clusters Score -1008656 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1008672.500000 Penalty: 2946.940430
	Iteration 33Q: 3 clusters Score -1008672 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1008695.125000 Penalty: 2946.940430
	Iteration 34Q: 3 clusters Score -1008695 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1008711.875000 Penalty: 2946.940430
	Iteration 35Q: 3 clusters Score -1008712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1008728.625000 Penalty: 2946.940430
	Iteration 36Q: 3 clusters Score -1008729 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1008740.000000 Penalty: 2946.940430
	Iteration 37Q: 3 clusters Score -1008740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1008743.500000 Penalty: 2946.940430
	Iteration 38Q: 3 clusters Score -1008744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1008748.875000 Penalty: 2946.940430
	Iteration 39Q: 3 clusters Score -1008749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1008752.187500 Penalty: 2946.940430
	Iteration 40F: 3 clusters Score -1008752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1008756.125000 Penalty: 2946.940430
	Iteration 41Q: 3 clusters Score -1008756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1008758.125000 Penalty: 2946.940430
	Iteration 42Q: 3 clusters Score -1008758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1008759.062500 Penalty: 2946.940430
	Iteration 43Q: 3 clusters Score -1008759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1008758.375000 Penalty: 2946.940430
	Iteration 44Q: 3 clusters Score -1008758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1008759.250000 Penalty: 2946.940430
	Iteration 45Q: 3 clusters Score -1008759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1008761.937500 Penalty: 2946.940430
	Iteration 46Q: 3 clusters Score -1008762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1008762.562500 Penalty: 2946.940430
	Iteration 47Q: 3 clusters Score -1008763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1008763.750000 Penalty: 2946.940430
	Iteration 48Q: 3 clusters Score -1008764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1008767.125000 Penalty: 2946.940430
	Iteration 49Q: 3 clusters Score -1008767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1008769.375000 Penalty: 2946.940430
	Iteration 50Q: 3 clusters Score -1008769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1008772.062500 Penalty: 2946.940430
	Iteration 51Q: 3 clusters Score -1008772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1008775.375000 Penalty: 2946.940430
	Iteration 52Q: 3 clusters Score -1008775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1008779.187500 Penalty: 2946.940430
	Iteration 53Q: 3 clusters Score -1008779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1008778.875000 Penalty: 2946.940430
	Iteration 54Q: 3 clusters Score -1008779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1008779.437500 Penalty: 2946.940430
	Iteration 55Q: 3 clusters Score -1008779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1008779.937500 Penalty: 2946.940430
	Iteration 56Q: 3 clusters Score -1008780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1008779.937500 Penalty: 2946.940430
	Iteration 57F: 3 clusters Score -1008780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Entering Unmasked Estep 
Score: -3096631.500000 Penalty: 1641.829712
	Iteration 0F: 2 clusters Score -3096632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -3080022.250000 Penalty: 3283.659424
	Iteration 0F: 3 clusters Score -3080022 nChanged 11137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -3086186.250000 Penalty: 3283.659424
	Iteration 1F: 3 clusters Score -3086186 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -3086619.750000 Penalty: 3283.659424
	Iteration 2Q: 3 clusters Score -3086620 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -3087130.500000 Penalty: 3283.659424
	Iteration 3Q: 3 clusters Score -3087130 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -3087726.250000 Penalty: 3283.659424
	Iteration 4Q: 3 clusters Score -3087726 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -3088516.000000 Penalty: 3283.659424
	Iteration 5F: 3 clusters Score -3088516 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -3089429.250000 Penalty: 3283.659424
	Iteration 6F: 3 clusters Score -3089429 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -3090549.000000 Penalty: 3283.659424
	Iteration 7F: 3 clusters Score -3090549 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -3091622.750000 Penalty: 3283.659424
	Iteration 8F: 3 clusters Score -3091623 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -3092407.500000 Penalty: 3283.659424
	Iteration 9Q: 3 clusters Score -3092408 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -3092955.250000 Penalty: 3283.659424
	Iteration 10Q: 3 clusters Score -3092955 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -3093330.750000 Penalty: 3283.659424
	Iteration 11Q: 3 clusters Score -3093331 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -3093611.000000 Penalty: 3283.659424
	Iteration 12Q: 3 clusters Score -3093611 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -3093884.250000 Penalty: 3283.659424
	Iteration 13Q: 3 clusters Score -3093884 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -3094162.750000 Penalty: 3283.659424
	Iteration 14Q: 3 clusters Score -3094163 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -3094441.750000 Penalty: 3283.659424
	Iteration 15Q: 3 clusters Score -3094442 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -3094760.250000 Penalty: 3283.659424
	Iteration 16Q: 3 clusters Score -3094760 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -3095080.250000 Penalty: 3283.659424
	Iteration 17Q: 3 clusters Score -3095080 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -3095398.000000 Penalty: 3283.659424
	Iteration 18Q: 3 clusters Score -3095398 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -3095679.250000 Penalty: 3283.659424
	Iteration 19Q: 3 clusters Score -3095679 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -3095892.250000 Penalty: 3283.659424
	Iteration 20F: 3 clusters Score -3095892 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -3096017.250000 Penalty: 3283.659424
	Iteration 21Q: 3 clusters Score -3096017 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -3096081.750000 Penalty: 3283.659424
	Iteration 22Q: 3 clusters Score -3096082 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -3096114.250000 Penalty: 3283.659424
	Iteration 23Q: 3 clusters Score -3096114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -3096151.750000 Penalty: 3283.659424
	Iteration 24Q: 3 clusters Score -3096152 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -3096162.000000 Penalty: 3283.659424
	Iteration 25Q: 3 clusters Score -3096162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -3096167.000000 Penalty: 3283.659424
	Iteration 26Q: 3 clusters Score -3096167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -3096168.750000 Penalty: 3283.659424
	Iteration 27Q: 3 clusters Score -3096169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -3096167.750000 Penalty: 3283.659424
	Iteration 28Q: 3 clusters Score -3096168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -3096171.250000 Penalty: 3283.659424
	Iteration 29Q: 3 clusters Score -3096171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -3096171.500000 Penalty: 3283.659424
	Iteration 30Q: 3 clusters Score -3096172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -3096172.250000 Penalty: 3283.659424
	Iteration 31Q: 3 clusters Score -3096172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -3096172.750000 Penalty: 3283.659424
	Iteration 32Q: 3 clusters Score -3096173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -3096174.250000 Penalty: 3283.659424
	Iteration 33Q: 3 clusters Score -3096174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -3096173.750000 Penalty: 3283.659424
	Iteration 34Q: 3 clusters Score -3096174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -3096175.250000 Penalty: 3283.659424
	Iteration 35Q: 3 clusters Score -3096175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -3096175.250000 Penalty: 3283.659424
	Iteration 36F: 3 clusters Score -3096175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -24714.265625 Penalty: 930.082581
	Iteration 0F: 2 clusters Score -24714.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -23972.164062 Penalty: 1860.165161
	Iteration 0F: 3 clusters Score -23972.16 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24245.214844 Penalty: 1860.165161
	Iteration 1F: 3 clusters Score -24245.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24356.513672 Penalty: 1860.165161
	Iteration 2F: 3 clusters Score -24356.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24386.343750 Penalty: 1860.165161
	Iteration 3Q: 3 clusters Score -24386.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24427.210938 Penalty: 1860.165161
	Iteration 4Q: 3 clusters Score -24427.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -24436.460938 Penalty: 1860.165161
	Iteration 5Q: 3 clusters Score -24436.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24446.068359 Penalty: 1860.165161
	Iteration 6Q: 3 clusters Score -24446.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24449.738281 Penalty: 1860.165161
	Iteration 7Q: 3 clusters Score -24449.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24457.408203 Penalty: 1860.165161
	Iteration 8Q: 3 clusters Score -24457.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24458.470703 Penalty: 1860.165161
	Iteration 9Q: 3 clusters Score -24458.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24459.054688 Penalty: 1860.165161
	Iteration 10Q: 3 clusters Score -24459.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24459.054688 Penalty: 1860.165161
	Iteration 11F: 3 clusters Score -24459.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Entering Unmasked Estep 
Score: -723346.750000 Penalty: 1407.994019
	Iteration 0F: 2 clusters Score -723346.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -718824.625000 Penalty: 2815.988037
	Iteration 0F: 3 clusters Score -718824.6 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -720124.187500 Penalty: 2815.988037
	Iteration 1F: 3 clusters Score -720124.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -720320.937500 Penalty: 2815.988037
	Iteration 2F: 3 clusters Score -720320.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -720462.625000 Penalty: 2815.988037
	Iteration 3Q: 3 clusters Score -720462.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -720593.875000 Penalty: 2815.988037
	Iteration 4Q: 3 clusters Score -720593.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -720721.562500 Penalty: 2815.988037
	Iteration 5Q: 3 clusters Score -720721.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -720840.375000 Penalty: 2815.988037
	Iteration 6Q: 3 clusters Score -720840.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -720952.562500 Penalty: 2815.988037
	Iteration 7Q: 3 clusters Score -720952.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -721066.562500 Penalty: 2815.988037
	Iteration 8Q: 3 clusters Score -721066.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -721164.750000 Penalty: 2815.988037
	Iteration 9Q: 3 clusters Score -721164.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -721245.687500 Penalty: 2815.988037
	Iteration 10Q: 3 clusters Score -721245.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -721330.375000 Penalty: 2815.988037
	Iteration 11Q: 3 clusters Score -721330.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -721410.437500 Penalty: 2815.988037
	Iteration 12Q: 3 clusters Score -721410.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -721494.625000 Penalty: 2815.988037
	Iteration 13Q: 3 clusters Score -721494.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -721574.937500 Penalty: 2815.988037
	Iteration 14Q: 3 clusters Score -721574.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -721652.187500 Penalty: 2815.988037
	Iteration 15Q: 3 clusters Score -721652.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -721725.375000 Penalty: 2815.988037
	Iteration 16Q: 3 clusters Score -721725.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -721785.625000 Penalty: 2815.988037
	Iteration 17Q: 3 clusters Score -721785.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -721833.187500 Penalty: 2815.988037
	Iteration 18Q: 3 clusters Score -721833.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -721871.875000 Penalty: 2815.988037
	Iteration 19Q: 3 clusters Score -721871.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -721904.375000 Penalty: 2815.988037
	Iteration 20F: 3 clusters Score -721904.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -721927.062500 Penalty: 2815.988037
	Iteration 21Q: 3 clusters Score -721927.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -721944.937500 Penalty: 2815.988037
	Iteration 22Q: 3 clusters Score -721944.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -721966.312500 Penalty: 2815.988037
	Iteration 23Q: 3 clusters Score -721966.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -721984.250000 Penalty: 2815.988037
	Iteration 24Q: 3 clusters Score -721984.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -722000.750000 Penalty: 2815.988037
	Iteration 25Q: 3 clusters Score -722000.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -722009.312500 Penalty: 2815.988037
	Iteration 26Q: 3 clusters Score -722009.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -722014.687500 Penalty: 2815.988037
	Iteration 27Q: 3 clusters Score -722014.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -722020.250000 Penalty: 2815.988037
	Iteration 28Q: 3 clusters Score -722020.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -722023.750000 Penalty: 2815.988037
	Iteration 29Q: 3 clusters Score -722023.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -722031.562500 Penalty: 2815.988037
	Iteration 30Q: 3 clusters Score -722031.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -722035.437500 Penalty: 2815.988037
	Iteration 31Q: 3 clusters Score -722035.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -722039.000000 Penalty: 2815.988037
	Iteration 32Q: 3 clusters Score -722039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -722042.062500 Penalty: 2815.988037
	Iteration 33Q: 3 clusters Score -722042.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -722045.125000 Penalty: 2815.988037
	Iteration 34Q: 3 clusters Score -722045.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -722048.187500 Penalty: 2815.988037
	Iteration 35Q: 3 clusters Score -722048.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -722052.812500 Penalty: 2815.988037
	Iteration 36Q: 3 clusters Score -722052.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -722055.125000 Penalty: 2815.988037
	Iteration 37Q: 3 clusters Score -722055.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -722057.562500 Penalty: 2815.988037
	Iteration 38Q: 3 clusters Score -722057.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -722061.437500 Penalty: 2815.988037
	Iteration 39Q: 3 clusters Score -722061.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -722063.312500 Penalty: 2815.988037
	Iteration 40F: 3 clusters Score -722063.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -722065.812500 Penalty: 2815.988037
	Iteration 41Q: 3 clusters Score -722065.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -722065.562500 Penalty: 2815.988037
	Iteration 42Q: 3 clusters Score -722065.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -722065.875000 Penalty: 2815.988037
	Iteration 43Q: 3 clusters Score -722065.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -722067.125000 Penalty: 2815.988037
	Iteration 44Q: 3 clusters Score -722067.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -722067.000000 Penalty: 2815.988037
	Iteration 45Q: 3 clusters Score -722067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -722067.625000 Penalty: 2815.988037
	Iteration 46Q: 3 clusters Score -722067.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -722068.375000 Penalty: 2815.988037
	Iteration 47Q: 3 clusters Score -722068.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -722068.687500 Penalty: 2815.988037
	Iteration 48Q: 3 clusters Score -722068.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -722069.812500 Penalty: 2815.988037
	Iteration 49Q: 3 clusters Score -722069.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -722068.937500 Penalty: 2815.988037
	Iteration 50Q: 3 clusters Score -722068.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -722069.562500 Penalty: 2815.988037
	Iteration 51Q: 3 clusters Score -722069.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -722070.437500 Penalty: 2815.988037
	Iteration 52Q: 3 clusters Score -722070.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -722070.437500 Penalty: 2815.988037
	Iteration 53F: 3 clusters Score -722070.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Entering Unmasked Estep 
Score: -353291.250000 Penalty: 1296.196777
	Iteration 0F: 2 clusters Score -353291.2 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 1451 members 
Entering Unmasked Estep 
Score: -350654.250000 Penalty: 2592.393555
	Iteration 0F: 3 clusters Score -350654.2 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -351291.281250 Penalty: 2592.393555
	Iteration 1F: 3 clusters Score -351291.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -351422.656250 Penalty: 2592.393555
	Iteration 2F: 3 clusters Score -351422.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -351505.968750 Penalty: 2592.393555
	Iteration 3F: 3 clusters Score -351506 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -351564.218750 Penalty: 2592.393555
	Iteration 4Q: 3 clusters Score -351564.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -351628.968750 Penalty: 2592.393555
	Iteration 5Q: 3 clusters Score -351629 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -351691.187500 Penalty: 2592.393555
	Iteration 6Q: 3 clusters Score -351691.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -351751.687500 Penalty: 2592.393555
	Iteration 7Q: 3 clusters Score -351751.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -351832.093750 Penalty: 2592.393555
	Iteration 8Q: 3 clusters Score -351832.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -351948.375000 Penalty: 2592.393555
	Iteration 9Q: 3 clusters Score -351948.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -352048.687500 Penalty: 2592.393555
	Iteration 10Q: 3 clusters Score -352048.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -352138.937500 Penalty: 2592.393555
	Iteration 11Q: 3 clusters Score -352138.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -352215.937500 Penalty: 2592.393555
	Iteration 12Q: 3 clusters Score -352215.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -352276.906250 Penalty: 2592.393555
	Iteration 13Q: 3 clusters Score -352276.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -352318.437500 Penalty: 2592.393555
	Iteration 14Q: 3 clusters Score -352318.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -352345.187500 Penalty: 2592.393555
	Iteration 15Q: 3 clusters Score -352345.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -352360.062500 Penalty: 2592.393555
	Iteration 16Q: 3 clusters Score -352360.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -352370.656250 Penalty: 2592.393555
	Iteration 17Q: 3 clusters Score -352370.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -352380.312500 Penalty: 2592.393555
	Iteration 18Q: 3 clusters Score -352380.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -352387.187500 Penalty: 2592.393555
	Iteration 19Q: 3 clusters Score -352387.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -352388.875000 Penalty: 2592.393555
	Iteration 20F: 3 clusters Score -352388.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -352390.875000 Penalty: 2592.393555
	Iteration 21Q: 3 clusters Score -352390.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -352391.312500 Penalty: 2592.393555
	Iteration 22Q: 3 clusters Score -352391.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -352391.312500 Penalty: 2592.393555
	Iteration 23F: 3 clusters Score -352391.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (52224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52224 members 
Entering Unmasked Estep 
Score: -6384908.000000 Penalty: 1765.285889
	Iteration 0F: 2 clusters Score -6384908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -6349888.500000 Penalty: 3530.571777
	Iteration 0F: 3 clusters Score -6349888 nChanged 24549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -6363967.000000 Penalty: 3530.571777
	Iteration 1F: 3 clusters Score -6363967 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -6364565.500000 Penalty: 3530.571777
	Iteration 2Q: 3 clusters Score -6364566 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -6365300.500000 Penalty: 3530.571777
	Iteration 3Q: 3 clusters Score -6365300 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -6366257.500000 Penalty: 3530.571777
	Iteration 4Q: 3 clusters Score -6366258 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -6367711.000000 Penalty: 3530.571777
	Iteration 5F: 3 clusters Score -6367711 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -6369761.000000 Penalty: 3530.571777
	Iteration 6F: 3 clusters Score -6369761 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -6372628.500000 Penalty: 3530.571777
	Iteration 7F: 3 clusters Score -6372628 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -6375909.000000 Penalty: 3530.571777
	Iteration 8F: 3 clusters Score -6375909 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 46966 members 
Entering Unmasked Estep 
Score: -6378846.500000 Penalty: 3530.571777
	Iteration 9F: 3 clusters Score -6378846 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -6380940.000000 Penalty: 3530.571777
	Iteration 10Q: 3 clusters Score -6380940 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 50681 members 
Entering Unmasked Estep 
Score: -6382170.000000 Penalty: 3530.571777
	Iteration 11Q: 3 clusters Score -6382170 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 51365 members 
Entering Unmasked Estep 
Score: -6382781.000000 Penalty: 3530.571777
	Iteration 12Q: 3 clusters Score -6382781 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 51663 members 
Entering Unmasked Estep 
Score: -6383051.500000 Penalty: 3530.571777
	Iteration 13Q: 3 clusters Score -6383052 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -6383175.000000 Penalty: 3530.571777
	Iteration 14Q: 3 clusters Score -6383175 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -6383242.500000 Penalty: 3530.571777
	Iteration 15Q: 3 clusters Score -6383242 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
Score: -6383282.500000 Penalty: 3530.571777
	Iteration 16Q: 3 clusters Score -6383282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -6383328.000000 Penalty: 3530.571777
	Iteration 17Q: 3 clusters Score -6383328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -6383342.000000 Penalty: 3530.571777
	Iteration 18Q: 3 clusters Score -6383342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 51978 members 
Entering Unmasked Estep 
Score: -6383364.000000 Penalty: 3530.571777
	Iteration 19Q: 3 clusters Score -6383364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 51989 members 
Entering Unmasked Estep 
Score: -6383378.500000 Penalty: 3530.571777
	Iteration 20F: 3 clusters Score -6383378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 51993 members 
Entering Unmasked Estep 
Score: -6383388.500000 Penalty: 3530.571777
	Iteration 21Q: 3 clusters Score -6383388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -6383398.000000 Penalty: 3530.571777
	Iteration 22Q: 3 clusters Score -6383398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -6383398.500000 Penalty: 3530.571777
	Iteration 23Q: 3 clusters Score -6383398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 51998 members 
Entering Unmasked Estep 
Score: -6383395.500000 Penalty: 3530.571777
	Iteration 24Q: 3 clusters Score -6383396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 52000 members 
Entering Unmasked Estep 
Score: -6383404.500000 Penalty: 3530.571777
	Iteration 25Q: 3 clusters Score -6383404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 52003 members 
Entering Unmasked Estep 
Score: -6383408.500000 Penalty: 3530.571777
	Iteration 26Q: 3 clusters Score -6383408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 52004 members 
Entering Unmasked Estep 
Score: -6383413.500000 Penalty: 3530.571777
	Iteration 27Q: 3 clusters Score -6383414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 52004 members 
Entering Unmasked Estep 
Score: -6383413.500000 Penalty: 3530.571777
	Iteration 28F: 3 clusters Score -6383414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Entering Unmasked Estep 
Score: -146090.812500 Penalty: 1173.072876
	Iteration 0F: 2 clusters Score -146090.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -144467.125000 Penalty: 2346.145752
	Iteration 0F: 3 clusters Score -144467.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -144898.718750 Penalty: 2346.145752
	Iteration 1F: 3 clusters Score -144898.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -145048.609375 Penalty: 2346.145752
	Iteration 2F: 3 clusters Score -145048.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -145189.437500 Penalty: 2346.145752
	Iteration 3F: 3 clusters Score -145189.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -145322.453125 Penalty: 2346.145752
	Iteration 4F: 3 clusters Score -145322.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -145432.781250 Penalty: 2346.145752
	Iteration 5Q: 3 clusters Score -145432.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -145542.359375 Penalty: 2346.145752
	Iteration 6Q: 3 clusters Score -145542.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -145638.406250 Penalty: 2346.145752
	Iteration 7Q: 3 clusters Score -145638.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -145721.953125 Penalty: 2346.145752
	Iteration 8Q: 3 clusters Score -145722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -145772.062500 Penalty: 2346.145752
	Iteration 9Q: 3 clusters Score -145772.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -145808.781250 Penalty: 2346.145752
	Iteration 10Q: 3 clusters Score -145808.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -145823.109375 Penalty: 2346.145752
	Iteration 11Q: 3 clusters Score -145823.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -145840.390625 Penalty: 2346.145752
	Iteration 12Q: 3 clusters Score -145840.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -145850.578125 Penalty: 2346.145752
	Iteration 13Q: 3 clusters Score -145850.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -145852.406250 Penalty: 2346.145752
	Iteration 14Q: 3 clusters Score -145852.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -145854.109375 Penalty: 2346.145752
	Iteration 15Q: 3 clusters Score -145854.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -145854.093750 Penalty: 2346.145752
	Iteration 16Q: 3 clusters Score -145854.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -145854.953125 Penalty: 2346.145752
	Iteration 17Q: 3 clusters Score -145855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -145855.109375 Penalty: 2346.145752
	Iteration 18Q: 3 clusters Score -145855.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -145855.109375 Penalty: 2346.145752
	Iteration 19F: 3 clusters Score -145855.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Entering Unmasked Estep 
Score: -619347.625000 Penalty: 1383.196777
	Iteration 0F: 2 clusters Score -619347.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -615375.375000 Penalty: 2766.393555
	Iteration 0F: 3 clusters Score -615375.4 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -616534.125000 Penalty: 2766.393555
	Iteration 1F: 3 clusters Score -616534.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -616782.937500 Penalty: 2766.393555
	Iteration 2F: 3 clusters Score -616782.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -616945.437500 Penalty: 2766.393555
	Iteration 3F: 3 clusters Score -616945.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -617058.000000 Penalty: 2766.393555
	Iteration 4Q: 3 clusters Score -617058 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -617162.750000 Penalty: 2766.393555
	Iteration 5Q: 3 clusters Score -617162.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -617259.250000 Penalty: 2766.393555
	Iteration 6Q: 3 clusters Score -617259.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -617343.437500 Penalty: 2766.393555
	Iteration 7Q: 3 clusters Score -617343.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -617412.000000 Penalty: 2766.393555
	Iteration 8Q: 3 clusters Score -617412 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -617469.250000 Penalty: 2766.393555
	Iteration 9Q: 3 clusters Score -617469.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -617527.750000 Penalty: 2766.393555
	Iteration 10Q: 3 clusters Score -617527.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -617584.437500 Penalty: 2766.393555
	Iteration 11Q: 3 clusters Score -617584.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -617638.812500 Penalty: 2766.393555
	Iteration 12Q: 3 clusters Score -617638.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -617699.000000 Penalty: 2766.393555
	Iteration 13Q: 3 clusters Score -617699 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -617750.375000 Penalty: 2766.393555
	Iteration 14Q: 3 clusters Score -617750.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -617795.000000 Penalty: 2766.393555
	Iteration 15Q: 3 clusters Score -617795 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -617823.125000 Penalty: 2766.393555
	Iteration 16Q: 3 clusters Score -617823.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -617840.187500 Penalty: 2766.393555
	Iteration 17Q: 3 clusters Score -617840.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -617856.812500 Penalty: 2766.393555
	Iteration 18Q: 3 clusters Score -617856.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -617876.625000 Penalty: 2766.393555
	Iteration 19Q: 3 clusters Score -617876.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -617892.875000 Penalty: 2766.393555
	Iteration 20F: 3 clusters Score -617892.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -617903.000000 Penalty: 2766.393555
	Iteration 21Q: 3 clusters Score -617903 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -617909.500000 Penalty: 2766.393555
	Iteration 22Q: 3 clusters Score -617909.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -617914.687500 Penalty: 2766.393555
	Iteration 23Q: 3 clusters Score -617914.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -617920.875000 Penalty: 2766.393555
	Iteration 24Q: 3 clusters Score -617920.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -617926.062500 Penalty: 2766.393555
	Iteration 25Q: 3 clusters Score -617926.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -617928.375000 Penalty: 2766.393555
	Iteration 26Q: 3 clusters Score -617928.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -617929.062500 Penalty: 2766.393555
	Iteration 27Q: 3 clusters Score -617929.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -617932.125000 Penalty: 2766.393555
	Iteration 28Q: 3 clusters Score -617932.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -617936.375000 Penalty: 2766.393555
	Iteration 29Q: 3 clusters Score -617936.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -617942.750000 Penalty: 2766.393555
	Iteration 30Q: 3 clusters Score -617942.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -617945.500000 Penalty: 2766.393555
	Iteration 31Q: 3 clusters Score -617945.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -617948.125000 Penalty: 2766.393555
	Iteration 32Q: 3 clusters Score -617948.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -617948.625000 Penalty: 2766.393555
	Iteration 33Q: 3 clusters Score -617948.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -617953.375000 Penalty: 2766.393555
	Iteration 34Q: 3 clusters Score -617953.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -617953.000000 Penalty: 2766.393555
	Iteration 35Q: 3 clusters Score -617953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -617955.437500 Penalty: 2766.393555
	Iteration 36Q: 3 clusters Score -617955.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -617956.750000 Penalty: 2766.393555
	Iteration 37Q: 3 clusters Score -617956.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -617958.125000 Penalty: 2766.393555
	Iteration 38Q: 3 clusters Score -617958.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -617958.187500 Penalty: 2766.393555
	Iteration 39Q: 3 clusters Score -617958.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -617958.187500 Penalty: 2766.393555
	Iteration 40F: 3 clusters Score -617958.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -617959.000000 Penalty: 2766.393555
	Iteration 41Q: 3 clusters Score -617959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -617959.000000 Penalty: 2766.393555
	Iteration 42F: 3 clusters Score -617959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Entering Unmasked Estep 
Score: -1187582.750000 Penalty: 1489.826538
	Iteration 0F: 2 clusters Score -1187583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1180570.875000 Penalty: 2979.653076
	Iteration 0F: 3 clusters Score -1180571 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1182807.500000 Penalty: 2979.653076
	Iteration 1F: 3 clusters Score -1182808 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1183039.125000 Penalty: 2979.653076
	Iteration 2F: 3 clusters Score -1183039 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1183271.250000 Penalty: 2979.653076
	Iteration 3Q: 3 clusters Score -1183271 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1183542.250000 Penalty: 2979.653076
	Iteration 4F: 3 clusters Score -1183542 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1183825.250000 Penalty: 2979.653076
	Iteration 5F: 3 clusters Score -1183825 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1184130.750000 Penalty: 2979.653076
	Iteration 6F: 3 clusters Score -1184131 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1184456.000000 Penalty: 2979.653076
	Iteration 7F: 3 clusters Score -1184456 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1184832.375000 Penalty: 2979.653076
	Iteration 8F: 3 clusters Score -1184832 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1185180.750000 Penalty: 2979.653076
	Iteration 9Q: 3 clusters Score -1185181 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1185480.750000 Penalty: 2979.653076
	Iteration 10Q: 3 clusters Score -1185481 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1185717.625000 Penalty: 2979.653076
	Iteration 11Q: 3 clusters Score -1185718 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1185898.500000 Penalty: 2979.653076
	Iteration 12Q: 3 clusters Score -1185898 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1186026.375000 Penalty: 2979.653076
	Iteration 13Q: 3 clusters Score -1186026 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1186129.500000 Penalty: 2979.653076
	Iteration 14Q: 3 clusters Score -1186130 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1186206.125000 Penalty: 2979.653076
	Iteration 15Q: 3 clusters Score -1186206 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1186252.625000 Penalty: 2979.653076
	Iteration 16Q: 3 clusters Score -1186253 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1186281.250000 Penalty: 2979.653076
	Iteration 17Q: 3 clusters Score -1186281 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1186309.375000 Penalty: 2979.653076
	Iteration 18Q: 3 clusters Score -1186309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1186323.750000 Penalty: 2979.653076
	Iteration 19Q: 3 clusters Score -1186324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1186332.125000 Penalty: 2979.653076
	Iteration 20F: 3 clusters Score -1186332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1186336.875000 Penalty: 2979.653076
	Iteration 21Q: 3 clusters Score -1186337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1186342.250000 Penalty: 2979.653076
	Iteration 22Q: 3 clusters Score -1186342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1186349.625000 Penalty: 2979.653076
	Iteration 23Q: 3 clusters Score -1186350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1186354.250000 Penalty: 2979.653076
	Iteration 24Q: 3 clusters Score -1186354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1186358.750000 Penalty: 2979.653076
	Iteration 25Q: 3 clusters Score -1186359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1186363.625000 Penalty: 2979.653076
	Iteration 26Q: 3 clusters Score -1186364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1186371.375000 Penalty: 2979.653076
	Iteration 27Q: 3 clusters Score -1186371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1186373.500000 Penalty: 2979.653076
	Iteration 28Q: 3 clusters Score -1186374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1186376.250000 Penalty: 2979.653076
	Iteration 29Q: 3 clusters Score -1186376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1186376.250000 Penalty: 2979.653076
	Iteration 30Q: 3 clusters Score -1186376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1186378.375000 Penalty: 2979.653076
	Iteration 31Q: 3 clusters Score -1186378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1186381.625000 Penalty: 2979.653076
	Iteration 32Q: 3 clusters Score -1186382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1186382.875000 Penalty: 2979.653076
	Iteration 33Q: 3 clusters Score -1186383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1186382.875000 Penalty: 2979.653076
	Iteration 34F: 3 clusters Score -1186383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (81093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81093 members 
Entering Unmasked Estep 
Score: -9874144.000000 Penalty: 1836.794800
	Iteration 0F: 2 clusters Score -9874144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -9819661.000000 Penalty: 3673.589600
	Iteration 0F: 3 clusters Score -9819661 nChanged 38776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -9842322.000000 Penalty: 3673.589600
	Iteration 1F: 3 clusters Score -9842322 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -9842970.000000 Penalty: 3673.589600
	Iteration 2Q: 3 clusters Score -9842970 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -9843802.000000 Penalty: 3673.589600
	Iteration 3Q: 3 clusters Score -9843802 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48431 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -9845093.000000 Penalty: 3673.589600
	Iteration 4Q: 3 clusters Score -9845093 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52261 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -9847024.000000 Penalty: 3673.589600
	Iteration 5F: 3 clusters Score -9847024 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57539 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -9850634.000000 Penalty: 3673.589600
	Iteration 6F: 3 clusters Score -9850634 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64231 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -9856246.000000 Penalty: 3673.589600
	Iteration 7F: 3 clusters Score -9856246 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71247 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -9863010.000000 Penalty: 3673.589600
	Iteration 8F: 3 clusters Score -9863010 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76582 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -9868382.000000 Penalty: 3673.589600
	Iteration 9F: 3 clusters Score -9868382 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79289 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -9871020.000000 Penalty: 3673.589600
	Iteration 10Q: 3 clusters Score -9871020 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80277 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -9871959.000000 Penalty: 3673.589600
	Iteration 11Q: 3 clusters Score -9871959 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80593 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -9872306.000000 Penalty: 3673.589600
	Iteration 12Q: 3 clusters Score -9872306 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80708 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9872465.000000 Penalty: 3673.589600
	Iteration 13Q: 3 clusters Score -9872465 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80746 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9872525.000000 Penalty: 3673.589600
	Iteration 14Q: 3 clusters Score -9872525 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80767 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9872572.000000 Penalty: 3673.589600
	Iteration 15Q: 3 clusters Score -9872572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80770 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9872603.000000 Penalty: 3673.589600
	Iteration 16Q: 3 clusters Score -9872603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80771 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9872606.000000 Penalty: 3673.589600
	Iteration 17Q: 3 clusters Score -9872606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80774 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9872614.000000 Penalty: 3673.589600
	Iteration 18Q: 3 clusters Score -9872614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80779 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9872619.000000 Penalty: 3673.589600
	Iteration 19Q: 3 clusters Score -9872619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80777 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9872618.000000 Penalty: 3673.589600
	Iteration 20F: 3 clusters Score -9872618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80776 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9872617.000000 Penalty: 3673.589600
	Iteration 21Q: 3 clusters Score -9872617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80775 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9872628.000000 Penalty: 3673.589600
	Iteration 22Q: 3 clusters Score -9872628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80774 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9872628.000000 Penalty: 3673.589600
	Iteration 23Q: 3 clusters Score -9872628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80775 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9872631.000000 Penalty: 3673.589600
	Iteration 24Q: 3 clusters Score -9872631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80777 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9872627.000000 Penalty: 3673.589600
	Iteration 25Q: 3 clusters Score -9872627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80777 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9872633.000000 Penalty: 3673.589600
	Iteration 26Q: 3 clusters Score -9872633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80777 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9872635.000000 Penalty: 3673.589600
	Iteration 27Q: 3 clusters Score -9872635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80777 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9872637.000000 Penalty: 3673.589600
	Iteration 28Q: 3 clusters Score -9872637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80776 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9872638.000000 Penalty: 3673.589600
	Iteration 29Q: 3 clusters Score -9872638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80775 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9872641.000000 Penalty: 3673.589600
	Iteration 30Q: 3 clusters Score -9872641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80774 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9872640.000000 Penalty: 3673.589600
	Iteration 31Q: 3 clusters Score -9872640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80775 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9872643.000000 Penalty: 3673.589600
	Iteration 32Q: 3 clusters Score -9872643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80775 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9872643.000000 Penalty: 3673.589600
	Iteration 33F: 3 clusters Score -9872643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (35063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Entering Unmasked Estep 
Score: -4369902.500000 Penalty: 1700.546509
	Iteration 0F: 2 clusters Score -4369902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -4346308.500000 Penalty: 3401.093018
	Iteration 0F: 3 clusters Score -4346308 nChanged 16338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -4355535.500000 Penalty: 3401.093018
	Iteration 1F: 3 clusters Score -4355536 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -4356039.000000 Penalty: 3401.093018
	Iteration 2Q: 3 clusters Score -4356039 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -4356542.000000 Penalty: 3401.093018
	Iteration 3Q: 3 clusters Score -4356542 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -4357198.000000 Penalty: 3401.093018
	Iteration 4Q: 3 clusters Score -4357198 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -4358080.500000 Penalty: 3401.093018
	Iteration 5F: 3 clusters Score -4358080 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -4359219.000000 Penalty: 3401.093018
	Iteration 6F: 3 clusters Score -4359219 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -4360601.000000 Penalty: 3401.093018
	Iteration 7F: 3 clusters Score -4360601 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -4362325.500000 Penalty: 3401.093018
	Iteration 8F: 3 clusters Score -4362326 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -4364036.500000 Penalty: 3401.093018
	Iteration 9F: 3 clusters Score -4364036 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -4365563.500000 Penalty: 3401.093018
	Iteration 10Q: 3 clusters Score -4365564 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -4366747.500000 Penalty: 3401.093018
	Iteration 11Q: 3 clusters Score -4366748 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4367582.500000 Penalty: 3401.093018
	Iteration 12Q: 3 clusters Score -4367582 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4368071.500000 Penalty: 3401.093018
	Iteration 13Q: 3 clusters Score -4368072 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4368298.000000 Penalty: 3401.093018
	Iteration 14Q: 3 clusters Score -4368298 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4368445.000000 Penalty: 3401.093018
	Iteration 15Q: 3 clusters Score -4368445 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4368526.000000 Penalty: 3401.093018
	Iteration 16Q: 3 clusters Score -4368526 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4368571.000000 Penalty: 3401.093018
	Iteration 17Q: 3 clusters Score -4368571 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4368607.500000 Penalty: 3401.093018
	Iteration 18Q: 3 clusters Score -4368608 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4368627.500000 Penalty: 3401.093018
	Iteration 19Q: 3 clusters Score -4368628 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4368644.000000 Penalty: 3401.093018
	Iteration 20F: 3 clusters Score -4368644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4368658.000000 Penalty: 3401.093018
	Iteration 21Q: 3 clusters Score -4368658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4368654.000000 Penalty: 3401.093018
	Iteration 22Q: 3 clusters Score -4368654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4368657.000000 Penalty: 3401.093018
	Iteration 23Q: 3 clusters Score -4368657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4368662.000000 Penalty: 3401.093018
	Iteration 24Q: 3 clusters Score -4368662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4368661.000000 Penalty: 3401.093018
	Iteration 25Q: 3 clusters Score -4368661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4368666.500000 Penalty: 3401.093018
	Iteration 26Q: 3 clusters Score -4368666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4368675.000000 Penalty: 3401.093018
	Iteration 27Q: 3 clusters Score -4368675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4368690.500000 Penalty: 3401.093018
	Iteration 28Q: 3 clusters Score -4368690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4368696.000000 Penalty: 3401.093018
	Iteration 29Q: 3 clusters Score -4368696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4368690.000000 Penalty: 3401.093018
	Iteration 30Q: 3 clusters Score -4368690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4368699.000000 Penalty: 3401.093018
	Iteration 31Q: 3 clusters Score -4368699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4368694.500000 Penalty: 3401.093018
	Iteration 32Q: 3 clusters Score -4368694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4368694.500000 Penalty: 3401.093018
	Iteration 33F: 3 clusters Score -4368694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -56570.585938 Penalty: 1024.472900
	Iteration 0F: 2 clusters Score -56570.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -55477.386719 Penalty: 2048.945801
	Iteration 0F: 3 clusters Score -55477.39 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -55663.843750 Penalty: 2048.945801
	Iteration 1F: 3 clusters Score -55663.84 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -55737.914062 Penalty: 2048.945801
	Iteration 2F: 3 clusters Score -55737.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -55816.953125 Penalty: 2048.945801
	Iteration 3Q: 3 clusters Score -55816.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -55864.859375 Penalty: 2048.945801
	Iteration 4Q: 3 clusters Score -55864.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -55882.820312 Penalty: 2048.945801
	Iteration 5Q: 3 clusters Score -55882.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -55892.640625 Penalty: 2048.945801
	Iteration 6Q: 3 clusters Score -55892.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -55907.054688 Penalty: 2048.945801
	Iteration 7Q: 3 clusters Score -55907.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -55919.175781 Penalty: 2048.945801
	Iteration 8Q: 3 clusters Score -55919.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -55925.210938 Penalty: 2048.945801
	Iteration 9Q: 3 clusters Score -55925.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -55928.519531 Penalty: 2048.945801
	Iteration 10Q: 3 clusters Score -55928.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -55929.628906 Penalty: 2048.945801
	Iteration 11Q: 3 clusters Score -55929.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -55929.628906 Penalty: 2048.945801
	Iteration 12F: 3 clusters Score -55929.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Entering Unmasked Estep 
Score: -614226.375000 Penalty: 1377.545654
	Iteration 0F: 2 clusters Score -614226.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -610332.250000 Penalty: 2755.091309
	Iteration 0F: 3 clusters Score -610332.2 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -611433.625000 Penalty: 2755.091309
	Iteration 1F: 3 clusters Score -611433.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -611610.000000 Penalty: 2755.091309
	Iteration 2F: 3 clusters Score -611610 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -611737.250000 Penalty: 2755.091309
	Iteration 3F: 3 clusters Score -611737.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -611841.562500 Penalty: 2755.091309
	Iteration 4Q: 3 clusters Score -611841.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -611955.937500 Penalty: 2755.091309
	Iteration 5Q: 3 clusters Score -611955.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -612097.687500 Penalty: 2755.091309
	Iteration 6Q: 3 clusters Score -612097.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -612223.250000 Penalty: 2755.091309
	Iteration 7Q: 3 clusters Score -612223.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -612352.250000 Penalty: 2755.091309
	Iteration 8Q: 3 clusters Score -612352.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -612489.375000 Penalty: 2755.091309
	Iteration 9Q: 3 clusters Score -612489.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -612578.125000 Penalty: 2755.091309
	Iteration 10Q: 3 clusters Score -612578.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -612644.937500 Penalty: 2755.091309
	Iteration 11Q: 3 clusters Score -612644.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -612695.500000 Penalty: 2755.091309
	Iteration 12Q: 3 clusters Score -612695.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -612732.250000 Penalty: 2755.091309
	Iteration 13Q: 3 clusters Score -612732.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -612754.125000 Penalty: 2755.091309
	Iteration 14Q: 3 clusters Score -612754.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -612769.250000 Penalty: 2755.091309
	Iteration 15Q: 3 clusters Score -612769.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -612778.875000 Penalty: 2755.091309
	Iteration 16Q: 3 clusters Score -612778.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -612784.000000 Penalty: 2755.091309
	Iteration 17Q: 3 clusters Score -612784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -612787.250000 Penalty: 2755.091309
	Iteration 18Q: 3 clusters Score -612787.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -612788.000000 Penalty: 2755.091309
	Iteration 19Q: 3 clusters Score -612788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -612788.437500 Penalty: 2755.091309
	Iteration 20F: 3 clusters Score -612788.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -612790.062500 Penalty: 2755.091309
	Iteration 21Q: 3 clusters Score -612790.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -612791.687500 Penalty: 2755.091309
	Iteration 22Q: 3 clusters Score -612791.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -612791.875000 Penalty: 2755.091309
	Iteration 23Q: 3 clusters Score -612791.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -612790.625000 Penalty: 2755.091309
	Iteration 24Q: 3 clusters Score -612790.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -612791.500000 Penalty: 2755.091309
	Iteration 25Q: 3 clusters Score -612791.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -612793.062500 Penalty: 2755.091309
	Iteration 26Q: 3 clusters Score -612793.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -612793.062500 Penalty: 2755.091309
	Iteration 27F: 3 clusters Score -612793.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Entering Unmasked Estep 
Score: -211100.828125 Penalty: 1212.516602
	Iteration 0F: 2 clusters Score -211100.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -209178.406250 Penalty: 2425.033203
	Iteration 0F: 3 clusters Score -209178.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -209556.000000 Penalty: 2425.033203
	Iteration 1F: 3 clusters Score -209556 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -209649.296875 Penalty: 2425.033203
	Iteration 2F: 3 clusters Score -209649.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -209715.468750 Penalty: 2425.033203
	Iteration 3F: 3 clusters Score -209715.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -209765.500000 Penalty: 2425.033203
	Iteration 4Q: 3 clusters Score -209765.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -209835.109375 Penalty: 2425.033203
	Iteration 5Q: 3 clusters Score -209835.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -209999.609375 Penalty: 2425.033203
	Iteration 6Q: 3 clusters Score -209999.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -210196.640625 Penalty: 2425.033203
	Iteration 7Q: 3 clusters Score -210196.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -210309.203125 Penalty: 2425.033203
	Iteration 8F: 3 clusters Score -210309.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -210394.218750 Penalty: 2425.033203
	Iteration 9Q: 3 clusters Score -210394.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -210460.546875 Penalty: 2425.033203
	Iteration 10Q: 3 clusters Score -210460.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -210523.218750 Penalty: 2425.033203
	Iteration 11Q: 3 clusters Score -210523.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -210575.875000 Penalty: 2425.033203
	Iteration 12Q: 3 clusters Score -210575.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -210620.312500 Penalty: 2425.033203
	Iteration 13Q: 3 clusters Score -210620.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -210662.484375 Penalty: 2425.033203
	Iteration 14Q: 3 clusters Score -210662.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -210686.984375 Penalty: 2425.033203
	Iteration 15Q: 3 clusters Score -210687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -210708.296875 Penalty: 2425.033203
	Iteration 16Q: 3 clusters Score -210708.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -210731.734375 Penalty: 2425.033203
	Iteration 17Q: 3 clusters Score -210731.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -210747.156250 Penalty: 2425.033203
	Iteration 18Q: 3 clusters Score -210747.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -210781.062500 Penalty: 2425.033203
	Iteration 19Q: 3 clusters Score -210781.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -210807.312500 Penalty: 2425.033203
	Iteration 20F: 3 clusters Score -210807.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -210824.000000 Penalty: 2425.033203
	Iteration 21Q: 3 clusters Score -210824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -210833.921875 Penalty: 2425.033203
	Iteration 22Q: 3 clusters Score -210833.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -210843.640625 Penalty: 2425.033203
	Iteration 23Q: 3 clusters Score -210843.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -210853.171875 Penalty: 2425.033203
	Iteration 24Q: 3 clusters Score -210853.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -210856.937500 Penalty: 2425.033203
	Iteration 25Q: 3 clusters Score -210856.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -210860.703125 Penalty: 2425.033203
	Iteration 26Q: 3 clusters Score -210860.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -210865.046875 Penalty: 2425.033203
	Iteration 27Q: 3 clusters Score -210865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -210866.140625 Penalty: 2425.033203
	Iteration 28Q: 3 clusters Score -210866.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -210867.125000 Penalty: 2425.033203
	Iteration 29Q: 3 clusters Score -210867.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -210868.703125 Penalty: 2425.033203
	Iteration 30Q: 3 clusters Score -210868.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -210869.656250 Penalty: 2425.033203
	Iteration 31Q: 3 clusters Score -210869.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -210869.656250 Penalty: 2425.033203
	Iteration 32F: 3 clusters Score -210869.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Entering Unmasked Estep 
Score: -345985.812500 Penalty: 1296.531250
	Iteration 0F: 2 clusters Score -345985.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -343278.593750 Penalty: 2593.062500
	Iteration 0F: 3 clusters Score -343278.6 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -343961.906250 Penalty: 2593.062500
	Iteration 1F: 3 clusters Score -343961.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -344176.406250 Penalty: 2593.062500
	Iteration 2F: 3 clusters Score -344176.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -344358.312500 Penalty: 2593.062500
	Iteration 3F: 3 clusters Score -344358.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -344538.000000 Penalty: 2593.062500
	Iteration 4F: 3 clusters Score -344538 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -344751.000000 Penalty: 2593.062500
	Iteration 5F: 3 clusters Score -344751 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -344904.593750 Penalty: 2593.062500
	Iteration 6F: 3 clusters Score -344904.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -345002.062500 Penalty: 2593.062500
	Iteration 7Q: 3 clusters Score -345002.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -345070.906250 Penalty: 2593.062500
	Iteration 8Q: 3 clusters Score -345070.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -345121.968750 Penalty: 2593.062500
	Iteration 9Q: 3 clusters Score -345122 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -345163.937500 Penalty: 2593.062500
	Iteration 10Q: 3 clusters Score -345163.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -345192.031250 Penalty: 2593.062500
	Iteration 11Q: 3 clusters Score -345192 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -345207.406250 Penalty: 2593.062500
	Iteration 12Q: 3 clusters Score -345207.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -345216.968750 Penalty: 2593.062500
	Iteration 13Q: 3 clusters Score -345217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -345225.218750 Penalty: 2593.062500
	Iteration 14Q: 3 clusters Score -345225.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -345229.562500 Penalty: 2593.062500
	Iteration 15Q: 3 clusters Score -345229.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -345230.468750 Penalty: 2593.062500
	Iteration 16Q: 3 clusters Score -345230.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -345231.593750 Penalty: 2593.062500
	Iteration 17Q: 3 clusters Score -345231.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -345232.406250 Penalty: 2593.062500
	Iteration 18Q: 3 clusters Score -345232.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -345232.218750 Penalty: 2593.062500
	Iteration 19Q: 3 clusters Score -345232.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -345232.218750 Penalty: 2593.062500
	Iteration 20F: 3 clusters Score -345232.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Entering Unmasked Estep 
Score: -563093.937500 Penalty: 1367.751343
	Iteration 0F: 2 clusters Score -563093.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -559456.750000 Penalty: 2735.502686
	Iteration 0F: 3 clusters Score -559456.8 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -560513.625000 Penalty: 2735.502686
	Iteration 1F: 3 clusters Score -560513.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -560772.875000 Penalty: 2735.502686
	Iteration 2F: 3 clusters Score -560772.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -561006.312500 Penalty: 2735.502686
	Iteration 3F: 3 clusters Score -561006.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -561240.187500 Penalty: 2735.502686
	Iteration 4F: 3 clusters Score -561240.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -561521.625000 Penalty: 2735.502686
	Iteration 5F: 3 clusters Score -561521.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -561872.250000 Penalty: 2735.502686
	Iteration 6F: 3 clusters Score -561872.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -562309.125000 Penalty: 2735.502686
	Iteration 7F: 3 clusters Score -562309.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -562787.437500 Penalty: 2735.502686
	Iteration 8F: 3 clusters Score -562787.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -563229.062500 Penalty: 2735.502686
	Iteration 9Q: 3 clusters Score -563229.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -563450.062500 Penalty: 2735.502686
	Iteration 10Q: 3 clusters Score -563450.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -563471.562500 Penalty: 2735.502686
	Iteration 11Q: 3 clusters Score -563471.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -563477.687500 Penalty: 2735.502686
	Iteration 12Q: 3 clusters Score -563477.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -563480.812500 Penalty: 2735.502686
	Iteration 13Q: 3 clusters Score -563480.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -563483.812500 Penalty: 2735.502686
	Iteration 14Q: 3 clusters Score -563483.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -563485.312500 Penalty: 2735.502686
	Iteration 15Q: 3 clusters Score -563485.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -563488.500000 Penalty: 2735.502686
	Iteration 16Q: 3 clusters Score -563488.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -563490.250000 Penalty: 2735.502686
	Iteration 17Q: 3 clusters Score -563490.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -563489.812500 Penalty: 2735.502686
	Iteration 18Q: 3 clusters Score -563489.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -563489.812500 Penalty: 2735.502686
	Iteration 19F: 3 clusters Score -563489.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 85320 members 
Mstep: Class 3 contains 7139 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55798 members 
Mstep: Class 6 contains 9600 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7111 members 
Mstep: Class 10 contains 104023 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 108216 members 
Mstep: Class 13 contains 14701 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6878 members 
Mstep: Class 16 contains 8669 members 
Mstep: Class 17 contains 24430 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5794 members 
Mstep: Class 20 contains 2912 members 
Mstep: Class 21 contains 52224 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 9587 members 
Mstep: Class 25 contains 81093 members 
Mstep: Class 26 contains 35063 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4804 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 2894 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3891 members 
Mstep: Class 34 contains 1353 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6350 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100149 members 
Mstep: Class 42 contains 9039 members 
Mstep: Class 43 contains 21636 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108627 members 
Mstep: Class 46 contains 1629 members 
Entering Unmasked Estep 
Score: -111776904.000000 Penalty: 102634.984375
Splitting cluster 31 changes total score from -111777240.000000 to -111776904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -20143.847656 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -20143.85 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 161 members 
Entering Unmasked Estep 
Score: -19418.732422 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -19418.73 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20102.857422 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -20102.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20474.916016 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -20474.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20744.123047 Penalty: 1863.335938
	Iteration 3F: 3 clusters Score -20744.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20837.562500 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -20837.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20853.230469 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -20853.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20858.535156 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -20858.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20876.388672 Penalty: 1863.335938
	Iteration 7Q: 3 clusters Score -20876.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -20880.140625 Penalty: 1863.335938
	Iteration 8Q: 3 clusters Score -20880.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -20882.384766 Penalty: 1863.335938
	Iteration 9F: 3 clusters Score -20882.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20904.593750 Penalty: 1863.335938
	Iteration 10Q: 3 clusters Score -20904.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20904.593750 Penalty: 1863.335938
	Iteration 11F: 3 clusters Score -20904.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 85320 members 
Mstep: Class 3 contains 7139 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55798 members 
Mstep: Class 6 contains 9600 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7111 members 
Mstep: Class 10 contains 104023 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 108216 members 
Mstep: Class 13 contains 14701 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6878 members 
Mstep: Class 16 contains 8669 members 
Mstep: Class 17 contains 24430 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5794 members 
Mstep: Class 20 contains 2912 members 
Mstep: Class 21 contains 52224 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 9587 members 
Mstep: Class 25 contains 81093 members 
Mstep: Class 26 contains 35063 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4804 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 4523 members 
Mstep: Class 32 contains 188 members 
Mstep: Class 33 contains 3891 members 
Mstep: Class 34 contains 1353 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6350 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100149 members 
Mstep: Class 42 contains 9039 members 
Mstep: Class 43 contains 21636 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108627 members 
Mstep: Class 46 contains 121 members 
Entering Unmasked Estep 
Score: -111776808.000000 Penalty: 102634.984375
Splitting cluster 32 changes total score from -111777240.000000 to -111776808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (3891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Entering Unmasked Estep 
Score: -442097.718750 Penalty: 1343.293457
	Iteration 0F: 2 clusters Score -442097.7 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 1940 members 
Entering Unmasked Estep 
Score: -438882.500000 Penalty: 2686.586914
	Iteration 0F: 3 clusters Score -438882.5 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -440144.375000 Penalty: 2686.586914
	Iteration 1F: 3 clusters Score -440144.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -440665.468750 Penalty: 2686.586914
	Iteration 2F: 3 clusters Score -440665.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -441096.687500 Penalty: 2686.586914
	Iteration 3F: 3 clusters Score -441096.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -441466.562500 Penalty: 2686.586914
	Iteration 4F: 3 clusters Score -441466.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -441667.218750 Penalty: 2686.586914
	Iteration 5Q: 3 clusters Score -441667.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -441768.343750 Penalty: 2686.586914
	Iteration 6Q: 3 clusters Score -441768.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -441825.625000 Penalty: 2686.586914
	Iteration 7Q: 3 clusters Score -441825.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -441852.468750 Penalty: 2686.586914
	Iteration 8Q: 3 clusters Score -441852.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -441867.593750 Penalty: 2686.586914
	Iteration 9Q: 3 clusters Score -441867.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -441877.656250 Penalty: 2686.586914
	Iteration 10Q: 3 clusters Score -441877.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -441883.718750 Penalty: 2686.586914
	Iteration 11Q: 3 clusters Score -441883.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -441887.625000 Penalty: 2686.586914
	Iteration 12Q: 3 clusters Score -441887.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -441889.437500 Penalty: 2686.586914
	Iteration 13Q: 3 clusters Score -441889.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -441890.656250 Penalty: 2686.586914
	Iteration 14Q: 3 clusters Score -441890.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -441892.281250 Penalty: 2686.586914
	Iteration 15Q: 3 clusters Score -441892.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -441894.156250 Penalty: 2686.586914
	Iteration 16Q: 3 clusters Score -441894.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -441895.500000 Penalty: 2686.586914
	Iteration 17Q: 3 clusters Score -441895.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -441897.187500 Penalty: 2686.586914
	Iteration 18Q: 3 clusters Score -441897.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -441899.218750 Penalty: 2686.586914
	Iteration 19Q: 3 clusters Score -441899.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -441899.062500 Penalty: 2686.586914
	Iteration 20F: 3 clusters Score -441899.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -441900.250000 Penalty: 2686.586914
	Iteration 21Q: 3 clusters Score -441900.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -441899.937500 Penalty: 2686.586914
	Iteration 22Q: 3 clusters Score -441899.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -441899.843750 Penalty: 2686.586914
	Iteration 23Q: 3 clusters Score -441899.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -441901.406250 Penalty: 2686.586914
	Iteration 24Q: 3 clusters Score -441901.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -441901.406250 Penalty: 2686.586914
	Iteration 25F: 3 clusters Score -441901.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Entering Unmasked Estep 
Score: -164780.203125 Penalty: 1171.637939
	Iteration 0F: 2 clusters Score -164780.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -163113.140625 Penalty: 2343.275879
	Iteration 0F: 3 clusters Score -163113.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -163408.671875 Penalty: 2343.275879
	Iteration 1F: 3 clusters Score -163408.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -163501.812500 Penalty: 2343.275879
	Iteration 2F: 3 clusters Score -163501.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -163554.812500 Penalty: 2343.275879
	Iteration 3Q: 3 clusters Score -163554.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -163637.406250 Penalty: 2343.275879
	Iteration 4Q: 3 clusters Score -163637.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -163733.718750 Penalty: 2343.275879
	Iteration 5Q: 3 clusters Score -163733.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -163800.250000 Penalty: 2343.275879
	Iteration 6Q: 3 clusters Score -163800.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -163866.328125 Penalty: 2343.275879
	Iteration 7Q: 3 clusters Score -163866.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -163918.031250 Penalty: 2343.275879
	Iteration 8Q: 3 clusters Score -163918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -163961.750000 Penalty: 2343.275879
	Iteration 9Q: 3 clusters Score -163961.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -163997.515625 Penalty: 2343.275879
	Iteration 10Q: 3 clusters Score -163997.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -164027.640625 Penalty: 2343.275879
	Iteration 11Q: 3 clusters Score -164027.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -164051.062500 Penalty: 2343.275879
	Iteration 12Q: 3 clusters Score -164051.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -164067.093750 Penalty: 2343.275879
	Iteration 13Q: 3 clusters Score -164067.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -164093.671875 Penalty: 2343.275879
	Iteration 14Q: 3 clusters Score -164093.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -164132.734375 Penalty: 2343.275879
	Iteration 15Q: 3 clusters Score -164132.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -164170.031250 Penalty: 2343.275879
	Iteration 16Q: 3 clusters Score -164170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -164208.484375 Penalty: 2343.275879
	Iteration 17Q: 3 clusters Score -164208.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -164235.640625 Penalty: 2343.275879
	Iteration 18Q: 3 clusters Score -164235.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -164257.562500 Penalty: 2343.275879
	Iteration 19Q: 3 clusters Score -164257.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -164278.171875 Penalty: 2343.275879
	Iteration 20F: 3 clusters Score -164278.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -164298.828125 Penalty: 2343.275879
	Iteration 21Q: 3 clusters Score -164298.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -164322.812500 Penalty: 2343.275879
	Iteration 22Q: 3 clusters Score -164322.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -164345.265625 Penalty: 2343.275879
	Iteration 23Q: 3 clusters Score -164345.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -164380.890625 Penalty: 2343.275879
	Iteration 24Q: 3 clusters Score -164380.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -164431.562500 Penalty: 2343.275879
	Iteration 25Q: 3 clusters Score -164431.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -164494.828125 Penalty: 2343.275879
	Iteration 26Q: 3 clusters Score -164494.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -164561.828125 Penalty: 2343.275879
	Iteration 27Q: 3 clusters Score -164561.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -164617.015625 Penalty: 2343.275879
	Iteration 28Q: 3 clusters Score -164617 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -164669.765625 Penalty: 2343.275879
	Iteration 29Q: 3 clusters Score -164669.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -164714.968750 Penalty: 2343.275879
	Iteration 30Q: 3 clusters Score -164715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -164742.453125 Penalty: 2343.275879
	Iteration 31Q: 3 clusters Score -164742.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -164777.203125 Penalty: 2343.275879
	Iteration 32Q: 3 clusters Score -164777.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -164810.703125 Penalty: 2343.275879
	Iteration 33Q: 3 clusters Score -164810.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -164833.671875 Penalty: 2343.275879
	Iteration 34Q: 3 clusters Score -164833.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -164864.375000 Penalty: 2343.275879
	Iteration 35Q: 3 clusters Score -164864.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -164892.515625 Penalty: 2343.275879
	Iteration 36Q: 3 clusters Score -164892.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -164920.046875 Penalty: 2343.275879
	Iteration 37Q: 3 clusters Score -164920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -164944.281250 Penalty: 2343.275879
	Iteration 38Q: 3 clusters Score -164944.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -164951.812500 Penalty: 2343.275879
	Iteration 39Q: 3 clusters Score -164951.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -164953.859375 Penalty: 2343.275879
	Iteration 40F: 3 clusters Score -164953.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -164957.781250 Penalty: 2343.275879
	Iteration 41Q: 3 clusters Score -164957.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -164958.171875 Penalty: 2343.275879
	Iteration 42Q: 3 clusters Score -164958.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -164958.171875 Penalty: 2343.275879
	Iteration 43F: 3 clusters Score -164958.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 85320 members 
Mstep: Class 3 contains 7139 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55798 members 
Mstep: Class 6 contains 9600 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7111 members 
Mstep: Class 10 contains 104023 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 108216 members 
Mstep: Class 13 contains 14701 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6878 members 
Mstep: Class 16 contains 8669 members 
Mstep: Class 17 contains 24430 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5794 members 
Mstep: Class 20 contains 2912 members 
Mstep: Class 21 contains 52224 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 9587 members 
Mstep: Class 25 contains 81093 members 
Mstep: Class 26 contains 35063 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4804 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 4523 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3891 members 
Mstep: Class 34 contains 864 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6350 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100149 members 
Mstep: Class 42 contains 9039 members 
Mstep: Class 43 contains 21636 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108627 members 
Mstep: Class 46 contains 489 members 
Entering Unmasked Estep 
Score: -111776408.000000 Penalty: 102634.984375
Splitting cluster 34 changes total score from -111777240.000000 to -111776408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -17242.093750 Penalty: 895.275635
	Iteration 0F: 2 clusters Score -17242.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16563.585938 Penalty: 1790.551270
	Iteration 0F: 3 clusters Score -16563.59 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16937.238281 Penalty: 1790.551270
	Iteration 1F: 3 clusters Score -16937.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17126.164062 Penalty: 1790.551270
	Iteration 2F: 3 clusters Score -17126.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17277.007812 Penalty: 1790.551270
	Iteration 3Q: 3 clusters Score -17277.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17319.681641 Penalty: 1790.551270
	Iteration 4Q: 3 clusters Score -17319.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -17359.259766 Penalty: 1790.551270
	Iteration 5Q: 3 clusters Score -17359.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17377.144531 Penalty: 1790.551270
	Iteration 6Q: 3 clusters Score -17377.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17383.142578 Penalty: 1790.551270
	Iteration 7Q: 3 clusters Score -17383.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17383.142578 Penalty: 1790.551270
	Iteration 8F: 3 clusters Score -17383.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 85320 members 
Mstep: Class 3 contains 7139 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55798 members 
Mstep: Class 6 contains 9600 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7111 members 
Mstep: Class 10 contains 104023 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 108216 members 
Mstep: Class 13 contains 14701 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6878 members 
Mstep: Class 16 contains 8669 members 
Mstep: Class 17 contains 24430 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5794 members 
Mstep: Class 20 contains 2912 members 
Mstep: Class 21 contains 52224 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 9587 members 
Mstep: Class 25 contains 81093 members 
Mstep: Class 26 contains 35063 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4804 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 4523 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3891 members 
Mstep: Class 34 contains 1353 members 
Mstep: Class 35 contains 119 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6350 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100149 members 
Mstep: Class 42 contains 9039 members 
Mstep: Class 43 contains 21636 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108627 members 
Mstep: Class 46 contains 128 members 
Entering Unmasked Estep 
Score: -111776176.000000 Penalty: 102634.984375
Splitting cluster 35 changes total score from -111777240.000000 to -111776176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -64032.121094 Penalty: 1053.505005
	Iteration 0F: 2 clusters Score -64032.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -62934.488281 Penalty: 2107.010010
	Iteration 0F: 3 clusters Score -62934.49 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -63271.742188 Penalty: 2107.010010
	Iteration 1F: 3 clusters Score -63271.74 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -63353.238281 Penalty: 2107.010010
	Iteration 2F: 3 clusters Score -63353.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -63403.910156 Penalty: 2107.010010
	Iteration 3Q: 3 clusters Score -63403.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -63424.273438 Penalty: 2107.010010
	Iteration 4Q: 3 clusters Score -63424.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -63448.062500 Penalty: 2107.010010
	Iteration 5Q: 3 clusters Score -63448.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -63453.421875 Penalty: 2107.010010
	Iteration 6Q: 3 clusters Score -63453.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -63458.554688 Penalty: 2107.010010
	Iteration 7Q: 3 clusters Score -63458.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -63462.898438 Penalty: 2107.010010
	Iteration 8Q: 3 clusters Score -63462.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -63469.589844 Penalty: 2107.010010
	Iteration 9Q: 3 clusters Score -63469.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -63474.031250 Penalty: 2107.010010
	Iteration 10Q: 3 clusters Score -63474.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -63475.027344 Penalty: 2107.010010
	Iteration 11Q: 3 clusters Score -63475.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -63475.531250 Penalty: 2107.010010
	Iteration 12Q: 3 clusters Score -63475.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -63476.343750 Penalty: 2107.010010
	Iteration 13Q: 3 clusters Score -63476.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -63476.343750 Penalty: 2107.010010
	Iteration 14F: 3 clusters Score -63476.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -95658.906250 Penalty: 1080.459961
	Iteration 0F: 2 clusters Score -95658.91 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 394 members 
Entering Unmasked Estep 
Score: -94370.031250 Penalty: 2160.919922
	Iteration 0F: 3 clusters Score -94370.03 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -94565.390625 Penalty: 2160.919922
	Iteration 1F: 3 clusters Score -94565.39 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -94633.281250 Penalty: 2160.919922
	Iteration 2F: 3 clusters Score -94633.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -94657.132812 Penalty: 2160.919922
	Iteration 3Q: 3 clusters Score -94657.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -94669.187500 Penalty: 2160.919922
	Iteration 4Q: 3 clusters Score -94669.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -94676.234375 Penalty: 2160.919922
	Iteration 5Q: 3 clusters Score -94676.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -94683.671875 Penalty: 2160.919922
	Iteration 6Q: 3 clusters Score -94683.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -94688.445312 Penalty: 2160.919922
	Iteration 7Q: 3 clusters Score -94688.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -94696.585938 Penalty: 2160.919922
	Iteration 8Q: 3 clusters Score -94696.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -94704.593750 Penalty: 2160.919922
	Iteration 9Q: 3 clusters Score -94704.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -94707.476562 Penalty: 2160.919922
	Iteration 10Q: 3 clusters Score -94707.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -94707.906250 Penalty: 2160.919922
	Iteration 11Q: 3 clusters Score -94707.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -94708.757812 Penalty: 2160.919922
	Iteration 12Q: 3 clusters Score -94708.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -94708.757812 Penalty: 2160.919922
	Iteration 13F: 3 clusters Score -94708.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Entering Unmasked Estep 
Score: -66556.812500 Penalty: 1061.504272
	Iteration 0F: 2 clusters Score -66556.81 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 348 members 
Entering Unmasked Estep 
Score: -65405.679688 Penalty: 2123.008545
	Iteration 0F: 3 clusters Score -65405.68 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -65758.812500 Penalty: 2123.008545
	Iteration 1F: 3 clusters Score -65758.81 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -65984.023438 Penalty: 2123.008545
	Iteration 2F: 3 clusters Score -65984.02 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66087.031250 Penalty: 2123.008545
	Iteration 3F: 3 clusters Score -66087.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -66147.265625 Penalty: 2123.008545
	Iteration 4Q: 3 clusters Score -66147.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -66187.320312 Penalty: 2123.008545
	Iteration 5Q: 3 clusters Score -66187.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66213.609375 Penalty: 2123.008545
	Iteration 6Q: 3 clusters Score -66213.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -66223.882812 Penalty: 2123.008545
	Iteration 7Q: 3 clusters Score -66223.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66232.562500 Penalty: 2123.008545
	Iteration 8Q: 3 clusters Score -66232.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66244.632812 Penalty: 2123.008545
	Iteration 9Q: 3 clusters Score -66244.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66246.789062 Penalty: 2123.008545
	Iteration 10Q: 3 clusters Score -66246.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -66247.437500 Penalty: 2123.008545
	Iteration 11Q: 3 clusters Score -66247.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -66247.437500 Penalty: 2123.008545
	Iteration 12F: 3 clusters Score -66247.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Entering Unmasked Estep 
Score: -743191.312500 Penalty: 1422.884155
	Iteration 0F: 2 clusters Score -743191.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -738407.750000 Penalty: 2845.768311
	Iteration 0F: 3 clusters Score -738407.8 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -740208.687500 Penalty: 2845.768311
	Iteration 1F: 3 clusters Score -740208.7 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -740662.812500 Penalty: 2845.768311
	Iteration 2F: 3 clusters Score -740662.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -740990.062500 Penalty: 2845.768311
	Iteration 3F: 3 clusters Score -740990.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -741330.437500 Penalty: 2845.768311
	Iteration 4F: 3 clusters Score -741330.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -741651.687500 Penalty: 2845.768311
	Iteration 5F: 3 clusters Score -741651.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -741942.562500 Penalty: 2845.768311
	Iteration 6F: 3 clusters Score -741942.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -742186.812500 Penalty: 2845.768311
	Iteration 7Q: 3 clusters Score -742186.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -742377.437500 Penalty: 2845.768311
	Iteration 8Q: 3 clusters Score -742377.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -742526.125000 Penalty: 2845.768311
	Iteration 9Q: 3 clusters Score -742526.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -742648.000000 Penalty: 2845.768311
	Iteration 10Q: 3 clusters Score -742648 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -742758.312500 Penalty: 2845.768311
	Iteration 11Q: 3 clusters Score -742758.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -742891.437500 Penalty: 2845.768311
	Iteration 12Q: 3 clusters Score -742891.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -743074.937500 Penalty: 2845.768311
	Iteration 13Q: 3 clusters Score -743074.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -743235.375000 Penalty: 2845.768311
	Iteration 14Q: 3 clusters Score -743235.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -743326.625000 Penalty: 2845.768311
	Iteration 15Q: 3 clusters Score -743326.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -743394.625000 Penalty: 2845.768311
	Iteration 16Q: 3 clusters Score -743394.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -743451.187500 Penalty: 2845.768311
	Iteration 17Q: 3 clusters Score -743451.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -743507.750000 Penalty: 2845.768311
	Iteration 18Q: 3 clusters Score -743507.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -743557.875000 Penalty: 2845.768311
	Iteration 19Q: 3 clusters Score -743557.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -743602.687500 Penalty: 2845.768311
	Iteration 20F: 3 clusters Score -743602.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -743635.187500 Penalty: 2845.768311
	Iteration 21Q: 3 clusters Score -743635.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -743655.562500 Penalty: 2845.768311
	Iteration 22Q: 3 clusters Score -743655.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -743666.375000 Penalty: 2845.768311
	Iteration 23Q: 3 clusters Score -743666.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -743675.000000 Penalty: 2845.768311
	Iteration 24Q: 3 clusters Score -743675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -743676.875000 Penalty: 2845.768311
	Iteration 25Q: 3 clusters Score -743676.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -743678.500000 Penalty: 2845.768311
	Iteration 26Q: 3 clusters Score -743678.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -743681.062500 Penalty: 2845.768311
	Iteration 27Q: 3 clusters Score -743681.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -743683.000000 Penalty: 2845.768311
	Iteration 28Q: 3 clusters Score -743683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -743686.750000 Penalty: 2845.768311
	Iteration 29Q: 3 clusters Score -743686.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -743686.875000 Penalty: 2845.768311
	Iteration 30Q: 3 clusters Score -743686.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -743687.625000 Penalty: 2845.768311
	Iteration 31Q: 3 clusters Score -743687.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -743688.562500 Penalty: 2845.768311
	Iteration 32Q: 3 clusters Score -743688.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -743688.562500 Penalty: 2845.768311
	Iteration 33F: 3 clusters Score -743688.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 85320 members 
Mstep: Class 3 contains 7139 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55798 members 
Mstep: Class 6 contains 9600 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7111 members 
Mstep: Class 10 contains 104023 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 108216 members 
Mstep: Class 13 contains 14701 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6878 members 
Mstep: Class 16 contains 8669 members 
Mstep: Class 17 contains 24430 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5794 members 
Mstep: Class 20 contains 2912 members 
Mstep: Class 21 contains 52224 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 9587 members 
Mstep: Class 25 contains 81093 members 
Mstep: Class 26 contains 35063 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4804 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 4523 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3891 members 
Mstep: Class 34 contains 1353 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 1276 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100149 members 
Mstep: Class 42 contains 9039 members 
Mstep: Class 43 contains 21636 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108627 members 
Mstep: Class 46 contains 5074 members 
Entering Unmasked Estep 
Score: -111776960.000000 Penalty: 102634.984375
Splitting cluster 39 changes total score from -111777240.000000 to -111776960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -10897.729492 Penalty: 954.219177
	Iteration 0F: 2 clusters Score -10897.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -10175.298828 Penalty: 1908.438354
	Iteration 0F: 3 clusters Score -10175.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -10593.600586 Penalty: 1908.438354
	Iteration 1F: 3 clusters Score -10593.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -10763.196289 Penalty: 1908.438354
	Iteration 2F: 3 clusters Score -10763.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -10883.160156 Penalty: 1908.438354
	Iteration 3Q: 3 clusters Score -10883.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -10995.592773 Penalty: 1908.438354
	Iteration 4Q: 3 clusters Score -10995.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -11061.431641 Penalty: 1908.438354
	Iteration 5Q: 3 clusters Score -11061.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -11076.976562 Penalty: 1908.438354
	Iteration 6Q: 3 clusters Score -11076.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -11085.235352 Penalty: 1908.438354
	Iteration 7Q: 3 clusters Score -11085.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -11102.545898 Penalty: 1908.438354
	Iteration 8Q: 3 clusters Score -11102.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -11109.494141 Penalty: 1908.438354
	Iteration 9Q: 3 clusters Score -11109.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -11111.765625 Penalty: 1908.438354
	Iteration 10F: 3 clusters Score -11111.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -11133.922852 Penalty: 1908.438354
	Iteration 11Q: 3 clusters Score -11133.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -11170.939453 Penalty: 1908.438354
	Iteration 12Q: 3 clusters Score -11170.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -11193.182617 Penalty: 1908.438354
	Iteration 13Q: 3 clusters Score -11193.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -11212.267578 Penalty: 1908.438354
	Iteration 14Q: 3 clusters Score -11212.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -11223.979492 Penalty: 1908.438354
	Iteration 15Q: 3 clusters Score -11223.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -11238.195312 Penalty: 1908.438354
	Iteration 16Q: 3 clusters Score -11238.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11245.451172 Penalty: 1908.438354
	Iteration 17Q: 3 clusters Score -11245.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11245.451172 Penalty: 1908.438354
	Iteration 18F: 3 clusters Score -11245.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 85320 members 
Mstep: Class 3 contains 7139 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55798 members 
Mstep: Class 6 contains 9600 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7111 members 
Mstep: Class 10 contains 104023 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 108216 members 
Mstep: Class 13 contains 14701 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6878 members 
Mstep: Class 16 contains 8669 members 
Mstep: Class 17 contains 24430 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5794 members 
Mstep: Class 20 contains 2912 members 
Mstep: Class 21 contains 52224 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 9587 members 
Mstep: Class 25 contains 81093 members 
Mstep: Class 26 contains 35063 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4804 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 4523 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3891 members 
Mstep: Class 34 contains 1353 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6350 members 
Mstep: Class 40 contains 162 members 
Mstep: Class 41 contains 100149 members 
Mstep: Class 42 contains 9039 members 
Mstep: Class 43 contains 21636 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108627 members 
Mstep: Class 46 contains 193 members 
Entering Unmasked Estep 
Score: -111776520.000000 Penalty: 102634.984375
Splitting cluster 40 changes total score from -111777240.000000 to -111776520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (100149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100149 members 
Entering Unmasked Estep 
Score: -12493878.000000 Penalty: 1871.092407
	Iteration 0F: 2 clusters Score -1.249388e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50028 members 
Mstep: Class 2 contains 50121 members 
Entering Unmasked Estep 
Score: -12428390.000000 Penalty: 3742.184814
	Iteration 0F: 3 clusters Score -1.242839e+07 nChanged 47848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48532 members 
Mstep: Class 2 contains 51617 members 
Entering Unmasked Estep 
Score: -12456453.000000 Penalty: 3742.184814
	Iteration 1F: 3 clusters Score -1.245645e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 52439 members 
Entering Unmasked Estep 
Score: -12457292.000000 Penalty: 3742.184814
	Iteration 2Q: 3 clusters Score -1.245729e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 53745 members 
Entering Unmasked Estep 
Score: -12458374.000000 Penalty: 3742.184814
	Iteration 3Q: 3 clusters Score -1.245837e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 55679 members 
Entering Unmasked Estep 
Score: -12459940.000000 Penalty: 3742.184814
	Iteration 4Q: 3 clusters Score -1.245994e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 58426 members 
Entering Unmasked Estep 
Score: -12462323.000000 Penalty: 3742.184814
	Iteration 5Q: 3 clusters Score -1.246232e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 62094 members 
Entering Unmasked Estep 
Score: -12466028.000000 Penalty: 3742.184814
	Iteration 6F: 3 clusters Score -1.246603e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 66467 members 
Entering Unmasked Estep 
Score: -12470955.000000 Penalty: 3742.184814
	Iteration 7F: 3 clusters Score -1.247096e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 70824 members 
Entering Unmasked Estep 
Score: -12476208.000000 Penalty: 3742.184814
	Iteration 8F: 3 clusters Score -1.247621e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 74358 members 
Entering Unmasked Estep 
Score: -12480820.000000 Penalty: 3742.184814
	Iteration 9F: 3 clusters Score -1.248082e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 76906 members 
Entering Unmasked Estep 
Score: -12483736.000000 Penalty: 3742.184814
	Iteration 10Q: 3 clusters Score -1.248374e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 78838 members 
Entering Unmasked Estep 
Score: -12485493.000000 Penalty: 3742.184814
	Iteration 11Q: 3 clusters Score -1.248549e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 80613 members 
Entering Unmasked Estep 
Score: -12486764.000000 Penalty: 3742.184814
	Iteration 12Q: 3 clusters Score -1.248676e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 82276 members 
Entering Unmasked Estep 
Score: -12487923.000000 Penalty: 3742.184814
	Iteration 13Q: 3 clusters Score -1.248792e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 83786 members 
Entering Unmasked Estep 
Score: -12488988.000000 Penalty: 3742.184814
	Iteration 14Q: 3 clusters Score -1.248899e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 85087 members 
Entering Unmasked Estep 
Score: -12489778.000000 Penalty: 3742.184814
	Iteration 15Q: 3 clusters Score -1.248978e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 86201 members 
Entering Unmasked Estep 
Score: -12490441.000000 Penalty: 3742.184814
	Iteration 16Q: 3 clusters Score -1.249044e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 87160 members 
Entering Unmasked Estep 
Score: -12491011.000000 Penalty: 3742.184814
	Iteration 17Q: 3 clusters Score -1.249101e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 88024 members 
Entering Unmasked Estep 
Score: -12491439.000000 Penalty: 3742.184814
	Iteration 18Q: 3 clusters Score -1.249144e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 88820 members 
Entering Unmasked Estep 
Score: -12491805.000000 Penalty: 3742.184814
	Iteration 19Q: 3 clusters Score -1.24918e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 89485 members 
Entering Unmasked Estep 
Score: -12492046.000000 Penalty: 3742.184814
	Iteration 20F: 3 clusters Score -1.249205e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 90130 members 
Entering Unmasked Estep 
Score: -12492301.000000 Penalty: 3742.184814
	Iteration 21Q: 3 clusters Score -1.24923e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 90716 members 
Entering Unmasked Estep 
Score: -12492532.000000 Penalty: 3742.184814
	Iteration 22Q: 3 clusters Score -1.249253e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 91250 members 
Entering Unmasked Estep 
Score: -12492726.000000 Penalty: 3742.184814
	Iteration 23Q: 3 clusters Score -1.249273e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 91734 members 
Entering Unmasked Estep 
Score: -12492867.000000 Penalty: 3742.184814
	Iteration 24Q: 3 clusters Score -1.249287e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 92214 members 
Entering Unmasked Estep 
Score: -12493042.000000 Penalty: 3742.184814
	Iteration 25Q: 3 clusters Score -1.249304e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 92610 members 
Entering Unmasked Estep 
Score: -12493166.000000 Penalty: 3742.184814
	Iteration 26Q: 3 clusters Score -1.249317e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 93007 members 
Entering Unmasked Estep 
Score: -12493289.000000 Penalty: 3742.184814
	Iteration 27Q: 3 clusters Score -1.249329e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 93358 members 
Entering Unmasked Estep 
Score: -12493418.000000 Penalty: 3742.184814
	Iteration 28Q: 3 clusters Score -1.249342e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 93679 members 
Entering Unmasked Estep 
Score: -12493476.000000 Penalty: 3742.184814
	Iteration 29Q: 3 clusters Score -1.249348e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 93983 members 
Entering Unmasked Estep 
Score: -12493548.000000 Penalty: 3742.184814
	Iteration 30Q: 3 clusters Score -1.249355e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 94251 members 
Entering Unmasked Estep 
Score: -12493582.000000 Penalty: 3742.184814
	Iteration 31Q: 3 clusters Score -1.249358e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 94521 members 
Entering Unmasked Estep 
Score: -12493620.000000 Penalty: 3742.184814
	Iteration 32Q: 3 clusters Score -1.249362e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 94787 members 
Entering Unmasked Estep 
Score: -12493649.000000 Penalty: 3742.184814
	Iteration 33Q: 3 clusters Score -1.249365e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 95041 members 
Entering Unmasked Estep 
Score: -12493703.000000 Penalty: 3742.184814
	Iteration 34Q: 3 clusters Score -1.24937e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 95264 members 
Entering Unmasked Estep 
Score: -12493725.000000 Penalty: 3742.184814
	Iteration 35Q: 3 clusters Score -1.249372e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 95481 members 
Entering Unmasked Estep 
Score: -12493752.000000 Penalty: 3742.184814
	Iteration 36Q: 3 clusters Score -1.249375e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 95667 members 
Entering Unmasked Estep 
Score: -12493760.000000 Penalty: 3742.184814
	Iteration 37Q: 3 clusters Score -1.249376e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 95830 members 
Entering Unmasked Estep 
Score: -12493784.000000 Penalty: 3742.184814
	Iteration 38Q: 3 clusters Score -1.249378e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 95945 members 
Entering Unmasked Estep 
Score: -12493780.000000 Penalty: 3742.184814
	Iteration 39Q: 3 clusters Score -1.249378e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 96058 members 
Entering Unmasked Estep 
Score: -12493774.000000 Penalty: 3742.184814
	Iteration 40F: 3 clusters Score -1.249377e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 96144 members 
Entering Unmasked Estep 
Score: -12493787.000000 Penalty: 3742.184814
	Iteration 41Q: 3 clusters Score -1.249379e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 96221 members 
Entering Unmasked Estep 
Score: -12493786.000000 Penalty: 3742.184814
	Iteration 42Q: 3 clusters Score -1.249379e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 96303 members 
Entering Unmasked Estep 
Score: -12493798.000000 Penalty: 3742.184814
	Iteration 43Q: 3 clusters Score -1.24938e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 96368 members 
Entering Unmasked Estep 
Score: -12493805.000000 Penalty: 3742.184814
	Iteration 44Q: 3 clusters Score -1.24938e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 96422 members 
Entering Unmasked Estep 
Score: -12493803.000000 Penalty: 3742.184814
	Iteration 45Q: 3 clusters Score -1.24938e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 96464 members 
Entering Unmasked Estep 
Score: -12493813.000000 Penalty: 3742.184814
	Iteration 46Q: 3 clusters Score -1.249381e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 96505 members 
Entering Unmasked Estep 
Score: -12493820.000000 Penalty: 3742.184814
	Iteration 47Q: 3 clusters Score -1.249382e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 96534 members 
Entering Unmasked Estep 
Score: -12493815.000000 Penalty: 3742.184814
	Iteration 48Q: 3 clusters Score -1.249382e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 96568 members 
Entering Unmasked Estep 
Score: -12493812.000000 Penalty: 3742.184814
	Iteration 49Q: 3 clusters Score -1.249381e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 96604 members 
Entering Unmasked Estep 
Score: -12493825.000000 Penalty: 3742.184814
	Iteration 50Q: 3 clusters Score -1.249382e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 96634 members 
Entering Unmasked Estep 
Score: -12493827.000000 Penalty: 3742.184814
	Iteration 51Q: 3 clusters Score -1.249383e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 96655 members 
Entering Unmasked Estep 
Score: -12493812.000000 Penalty: 3742.184814
	Iteration 52Q: 3 clusters Score -1.249381e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 96678 members 
Entering Unmasked Estep 
Score: -12493807.000000 Penalty: 3742.184814
	Iteration 53Q: 3 clusters Score -1.249381e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 96698 members 
Entering Unmasked Estep 
Score: -12493824.000000 Penalty: 3742.184814
	Iteration 54Q: 3 clusters Score -1.249382e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 96716 members 
Entering Unmasked Estep 
Score: -12493803.000000 Penalty: 3742.184814
	Iteration 55Q: 3 clusters Score -1.24938e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 96732 members 
Entering Unmasked Estep 
Score: -12493803.000000 Penalty: 3742.184814
	Iteration 56Q: 3 clusters Score -1.24938e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 96750 members 
Entering Unmasked Estep 
Score: -12493811.000000 Penalty: 3742.184814
	Iteration 57Q: 3 clusters Score -1.249381e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 96765 members 
Entering Unmasked Estep 
Score: -12493794.000000 Penalty: 3742.184814
	Iteration 58Q: 3 clusters Score -1.249379e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 96779 members 
Entering Unmasked Estep 
Score: -12493791.000000 Penalty: 3742.184814
	Iteration 59Q: 3 clusters Score -1.249379e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 96797 members 
Entering Unmasked Estep 
Score: -12493784.000000 Penalty: 3742.184814
	Iteration 60F: 3 clusters Score -1.249378e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 96816 members 
Entering Unmasked Estep 
Score: -12493779.000000 Penalty: 3742.184814
	Iteration 61Q: 3 clusters Score -1.249378e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 96836 members 
Entering Unmasked Estep 
Score: -12493771.000000 Penalty: 3742.184814
	Iteration 62Q: 3 clusters Score -1.249377e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 96849 members 
Entering Unmasked Estep 
Score: -12493765.000000 Penalty: 3742.184814
	Iteration 63Q: 3 clusters Score -1.249376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 96855 members 
Entering Unmasked Estep 
Score: -12493762.000000 Penalty: 3742.184814
	Iteration 64Q: 3 clusters Score -1.249376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 96859 members 
Entering Unmasked Estep 
Score: -12493753.000000 Penalty: 3742.184814
	Iteration 65Q: 3 clusters Score -1.249375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 96866 members 
Entering Unmasked Estep 
Score: -12493750.000000 Penalty: 3742.184814
	Iteration 66Q: 3 clusters Score -1.249375e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 96879 members 
Entering Unmasked Estep 
Score: -12493749.000000 Penalty: 3742.184814
	Iteration 67Q: 3 clusters Score -1.249375e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 96895 members 
Entering Unmasked Estep 
Score: -12493740.000000 Penalty: 3742.184814
	Iteration 68Q: 3 clusters Score -1.249374e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 96908 members 
Entering Unmasked Estep 
Score: -12493733.000000 Penalty: 3742.184814
	Iteration 69Q: 3 clusters Score -1.249373e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 96918 members 
Entering Unmasked Estep 
Score: -12493729.000000 Penalty: 3742.184814
	Iteration 70Q: 3 clusters Score -1.249373e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 96931 members 
Entering Unmasked Estep 
Score: -12493725.000000 Penalty: 3742.184814
	Iteration 71Q: 3 clusters Score -1.249372e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 96944 members 
Entering Unmasked Estep 
Score: -12493725.000000 Penalty: 3742.184814
	Iteration 72Q: 3 clusters Score -1.249372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 96956 members 
Entering Unmasked Estep 
Score: -12493741.000000 Penalty: 3742.184814
	Iteration 73Q: 3 clusters Score -1.249374e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 96970 members 
Entering Unmasked Estep 
Score: -12493729.000000 Penalty: 3742.184814
	Iteration 74Q: 3 clusters Score -1.249373e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 96987 members 
Entering Unmasked Estep 
Score: -12493725.000000 Penalty: 3742.184814
	Iteration 75Q: 3 clusters Score -1.249372e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 97000 members 
Entering Unmasked Estep 
Score: -12493713.000000 Penalty: 3742.184814
	Iteration 76Q: 3 clusters Score -1.249371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 97011 members 
Entering Unmasked Estep 
Score: -12493703.000000 Penalty: 3742.184814
	Iteration 77Q: 3 clusters Score -1.24937e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 97022 members 
Entering Unmasked Estep 
Score: -12493687.000000 Penalty: 3742.184814
	Iteration 78Q: 3 clusters Score -1.249369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 97033 members 
Entering Unmasked Estep 
Score: -12493688.000000 Penalty: 3742.184814
	Iteration 79Q: 3 clusters Score -1.249369e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 97042 members 
Entering Unmasked Estep 
Score: -12493683.000000 Penalty: 3742.184814
	Iteration 80F: 3 clusters Score -1.249368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 97053 members 
Entering Unmasked Estep 
Score: -12493682.000000 Penalty: 3742.184814
	Iteration 81Q: 3 clusters Score -1.249368e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 97064 members 
Entering Unmasked Estep 
Score: -12493691.000000 Penalty: 3742.184814
	Iteration 82Q: 3 clusters Score -1.249369e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 97076 members 
Entering Unmasked Estep 
Score: -12493685.000000 Penalty: 3742.184814
	Iteration 83Q: 3 clusters Score -1.249368e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 97093 members 
Entering Unmasked Estep 
Score: -12493687.000000 Penalty: 3742.184814
	Iteration 84Q: 3 clusters Score -1.249369e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 97109 members 
Entering Unmasked Estep 
Score: -12493694.000000 Penalty: 3742.184814
	Iteration 85Q: 3 clusters Score -1.249369e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 97117 members 
Entering Unmasked Estep 
Score: -12493693.000000 Penalty: 3742.184814
	Iteration 86Q: 3 clusters Score -1.249369e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 97132 members 
Entering Unmasked Estep 
Score: -12493678.000000 Penalty: 3742.184814
	Iteration 87Q: 3 clusters Score -1.249368e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 97143 members 
Entering Unmasked Estep 
Score: -12493691.000000 Penalty: 3742.184814
	Iteration 88Q: 3 clusters Score -1.249369e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 97167 members 
Entering Unmasked Estep 
Score: -12493704.000000 Penalty: 3742.184814
	Iteration 89Q: 3 clusters Score -1.24937e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 97188 members 
Entering Unmasked Estep 
Score: -12493718.000000 Penalty: 3742.184814
	Iteration 90Q: 3 clusters Score -1.249372e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 97207 members 
Entering Unmasked Estep 
Score: -12493721.000000 Penalty: 3742.184814
	Iteration 91Q: 3 clusters Score -1.249372e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 97229 members 
Entering Unmasked Estep 
Score: -12493721.000000 Penalty: 3742.184814
	Iteration 92Q: 3 clusters Score -1.249372e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 97255 members 
Entering Unmasked Estep 
Score: -12493710.000000 Penalty: 3742.184814
	Iteration 93Q: 3 clusters Score -1.249371e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 97269 members 
Entering Unmasked Estep 
Score: -12493705.000000 Penalty: 3742.184814
	Iteration 94Q: 3 clusters Score -1.24937e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 97280 members 
Entering Unmasked Estep 
Score: -12493691.000000 Penalty: 3742.184814
	Iteration 95Q: 3 clusters Score -1.249369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 97288 members 
Entering Unmasked Estep 
Score: -12493694.000000 Penalty: 3742.184814
	Iteration 96Q: 3 clusters Score -1.249369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 97293 members 
Entering Unmasked Estep 
Score: -12493687.000000 Penalty: 3742.184814
	Iteration 97Q: 3 clusters Score -1.249369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 97296 members 
Entering Unmasked Estep 
Score: -12493687.000000 Penalty: 3742.184814
	Iteration 98Q: 3 clusters Score -1.249369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 97300 members 
Entering Unmasked Estep 
Score: -12493684.000000 Penalty: 3742.184814
	Iteration 99Q: 3 clusters Score -1.249368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 97300 members 
Entering Unmasked Estep 
Score: -12493684.000000 Penalty: 3742.184814
	Iteration 100F: 3 clusters Score -1.249368e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (9039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Entering Unmasked Estep 
Score: -1093004.625000 Penalty: 1480.261841
	Iteration 0F: 2 clusters Score -1093005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1086491.625000 Penalty: 2960.523682
	Iteration 0F: 3 clusters Score -1086492 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1088635.625000 Penalty: 2960.523682
	Iteration 1F: 3 clusters Score -1088636 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1088939.625000 Penalty: 2960.523682
	Iteration 2F: 3 clusters Score -1088940 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1089227.000000 Penalty: 2960.523682
	Iteration 3F: 3 clusters Score -1089227 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1089566.125000 Penalty: 2960.523682
	Iteration 4F: 3 clusters Score -1089566 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1089939.125000 Penalty: 2960.523682
	Iteration 5F: 3 clusters Score -1089939 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1090359.750000 Penalty: 2960.523682
	Iteration 6F: 3 clusters Score -1090360 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1090749.500000 Penalty: 2960.523682
	Iteration 7F: 3 clusters Score -1090750 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1091122.750000 Penalty: 2960.523682
	Iteration 8Q: 3 clusters Score -1091123 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1091417.125000 Penalty: 2960.523682
	Iteration 9Q: 3 clusters Score -1091417 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1091589.625000 Penalty: 2960.523682
	Iteration 10Q: 3 clusters Score -1091590 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1091707.000000 Penalty: 2960.523682
	Iteration 11Q: 3 clusters Score -1091707 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1091824.500000 Penalty: 2960.523682
	Iteration 12Q: 3 clusters Score -1091824 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1091905.125000 Penalty: 2960.523682
	Iteration 13Q: 3 clusters Score -1091905 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1091971.000000 Penalty: 2960.523682
	Iteration 14Q: 3 clusters Score -1091971 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1092021.375000 Penalty: 2960.523682
	Iteration 15Q: 3 clusters Score -1092021 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1092067.375000 Penalty: 2960.523682
	Iteration 16Q: 3 clusters Score -1092067 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1092096.625000 Penalty: 2960.523682
	Iteration 17Q: 3 clusters Score -1092097 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1092110.000000 Penalty: 2960.523682
	Iteration 18Q: 3 clusters Score -1092110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1092119.375000 Penalty: 2960.523682
	Iteration 19Q: 3 clusters Score -1092119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1092130.000000 Penalty: 2960.523682
	Iteration 20F: 3 clusters Score -1092130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1092133.250000 Penalty: 2960.523682
	Iteration 21Q: 3 clusters Score -1092133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1092134.875000 Penalty: 2960.523682
	Iteration 22Q: 3 clusters Score -1092135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1092138.250000 Penalty: 2960.523682
	Iteration 23Q: 3 clusters Score -1092138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1092139.125000 Penalty: 2960.523682
	Iteration 24Q: 3 clusters Score -1092139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1092141.250000 Penalty: 2960.523682
	Iteration 25Q: 3 clusters Score -1092141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1092141.875000 Penalty: 2960.523682
	Iteration 26Q: 3 clusters Score -1092142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1092141.625000 Penalty: 2960.523682
	Iteration 27Q: 3 clusters Score -1092142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1092141.875000 Penalty: 2960.523682
	Iteration 28Q: 3 clusters Score -1092142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1092143.375000 Penalty: 2960.523682
	Iteration 29Q: 3 clusters Score -1092143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1092144.000000 Penalty: 2960.523682
	Iteration 30Q: 3 clusters Score -1092144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1092144.625000 Penalty: 2960.523682
	Iteration 31Q: 3 clusters Score -1092145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1092144.625000 Penalty: 2960.523682
	Iteration 32Q: 3 clusters Score -1092145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1092144.625000 Penalty: 2960.523682
	Iteration 33Q: 3 clusters Score -1092145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1092144.625000 Penalty: 2960.523682
	Iteration 34F: 3 clusters Score -1092145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (21636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Entering Unmasked Estep 
Score: -2751489.750000 Penalty: 1622.093506
	Iteration 0F: 2 clusters Score -2751490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2736829.000000 Penalty: 3244.187012
	Iteration 0F: 3 clusters Score -2736829 nChanged 9837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2742270.250000 Penalty: 3244.187012
	Iteration 1F: 3 clusters Score -2742270 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2742682.000000 Penalty: 3244.187012
	Iteration 2F: 3 clusters Score -2742682 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2743147.750000 Penalty: 3244.187012
	Iteration 3Q: 3 clusters Score -2743148 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2743681.500000 Penalty: 3244.187012
	Iteration 4F: 3 clusters Score -2743682 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2744396.500000 Penalty: 3244.187012
	Iteration 5F: 3 clusters Score -2744396 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2745369.750000 Penalty: 3244.187012
	Iteration 6F: 3 clusters Score -2745370 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2746504.250000 Penalty: 3244.187012
	Iteration 7F: 3 clusters Score -2746504 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2747438.000000 Penalty: 3244.187012
	Iteration 8F: 3 clusters Score -2747438 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2748066.750000 Penalty: 3244.187012
	Iteration 9Q: 3 clusters Score -2748067 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2748436.750000 Penalty: 3244.187012
	Iteration 10Q: 3 clusters Score -2748437 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2748638.000000 Penalty: 3244.187012
	Iteration 11Q: 3 clusters Score -2748638 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -2748789.750000 Penalty: 3244.187012
	Iteration 12Q: 3 clusters Score -2748790 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -2748901.750000 Penalty: 3244.187012
	Iteration 13Q: 3 clusters Score -2748902 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -2748958.250000 Penalty: 3244.187012
	Iteration 14Q: 3 clusters Score -2748958 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -2749013.750000 Penalty: 3244.187012
	Iteration 15Q: 3 clusters Score -2749014 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2749077.000000 Penalty: 3244.187012
	Iteration 16Q: 3 clusters Score -2749077 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2749118.250000 Penalty: 3244.187012
	Iteration 17Q: 3 clusters Score -2749118 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -2749147.000000 Penalty: 3244.187012
	Iteration 18Q: 3 clusters Score -2749147 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2749195.750000 Penalty: 3244.187012
	Iteration 19Q: 3 clusters Score -2749196 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2749235.750000 Penalty: 3244.187012
	Iteration 20F: 3 clusters Score -2749236 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -2749271.750000 Penalty: 3244.187012
	Iteration 21Q: 3 clusters Score -2749272 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2749310.250000 Penalty: 3244.187012
	Iteration 22Q: 3 clusters Score -2749310 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2749349.250000 Penalty: 3244.187012
	Iteration 23Q: 3 clusters Score -2749349 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2749402.000000 Penalty: 3244.187012
	Iteration 24Q: 3 clusters Score -2749402 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2749453.750000 Penalty: 3244.187012
	Iteration 25Q: 3 clusters Score -2749454 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2749503.250000 Penalty: 3244.187012
	Iteration 26Q: 3 clusters Score -2749503 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2749539.750000 Penalty: 3244.187012
	Iteration 27Q: 3 clusters Score -2749540 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2749581.000000 Penalty: 3244.187012
	Iteration 28Q: 3 clusters Score -2749581 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2749616.250000 Penalty: 3244.187012
	Iteration 29Q: 3 clusters Score -2749616 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2749664.750000 Penalty: 3244.187012
	Iteration 30Q: 3 clusters Score -2749665 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2749716.500000 Penalty: 3244.187012
	Iteration 31Q: 3 clusters Score -2749716 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2749774.250000 Penalty: 3244.187012
	Iteration 32Q: 3 clusters Score -2749774 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2749800.250000 Penalty: 3244.187012
	Iteration 33Q: 3 clusters Score -2749800 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2749829.750000 Penalty: 3244.187012
	Iteration 34Q: 3 clusters Score -2749830 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2749851.000000 Penalty: 3244.187012
	Iteration 35Q: 3 clusters Score -2749851 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2749881.500000 Penalty: 3244.187012
	Iteration 36Q: 3 clusters Score -2749882 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2749887.000000 Penalty: 3244.187012
	Iteration 37Q: 3 clusters Score -2749887 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2749908.000000 Penalty: 3244.187012
	Iteration 38Q: 3 clusters Score -2749908 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2749941.000000 Penalty: 3244.187012
	Iteration 39Q: 3 clusters Score -2749941 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2749959.500000 Penalty: 3244.187012
	Iteration 40F: 3 clusters Score -2749960 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2749981.000000 Penalty: 3244.187012
	Iteration 41Q: 3 clusters Score -2749981 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2749993.250000 Penalty: 3244.187012
	Iteration 42Q: 3 clusters Score -2749993 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2750002.250000 Penalty: 3244.187012
	Iteration 43Q: 3 clusters Score -2750002 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2750010.250000 Penalty: 3244.187012
	Iteration 44Q: 3 clusters Score -2750010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2750016.750000 Penalty: 3244.187012
	Iteration 45Q: 3 clusters Score -2750017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2750023.500000 Penalty: 3244.187012
	Iteration 46Q: 3 clusters Score -2750024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2750025.750000 Penalty: 3244.187012
	Iteration 47Q: 3 clusters Score -2750026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2750023.250000 Penalty: 3244.187012
	Iteration 48Q: 3 clusters Score -2750023 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2750032.500000 Penalty: 3244.187012
	Iteration 49Q: 3 clusters Score -2750032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2750034.750000 Penalty: 3244.187012
	Iteration 50Q: 3 clusters Score -2750035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2750038.750000 Penalty: 3244.187012
	Iteration 51Q: 3 clusters Score -2750039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2750044.750000 Penalty: 3244.187012
	Iteration 52Q: 3 clusters Score -2750045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2750050.250000 Penalty: 3244.187012
	Iteration 53Q: 3 clusters Score -2750050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2750051.750000 Penalty: 3244.187012
	Iteration 54Q: 3 clusters Score -2750052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2750053.500000 Penalty: 3244.187012
	Iteration 55Q: 3 clusters Score -2750054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2750055.750000 Penalty: 3244.187012
	Iteration 56Q: 3 clusters Score -2750056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2750056.750000 Penalty: 3244.187012
	Iteration 57Q: 3 clusters Score -2750057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2750060.250000 Penalty: 3244.187012
	Iteration 58Q: 3 clusters Score -2750060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2750066.000000 Penalty: 3244.187012
	Iteration 59Q: 3 clusters Score -2750066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2750069.500000 Penalty: 3244.187012
	Iteration 60F: 3 clusters Score -2750070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2750068.500000 Penalty: 3244.187012
	Iteration 61Q: 3 clusters Score -2750068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2750068.000000 Penalty: 3244.187012
	Iteration 62Q: 3 clusters Score -2750068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2750072.500000 Penalty: 3244.187012
	Iteration 63Q: 3 clusters Score -2750072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2750077.500000 Penalty: 3244.187012
	Iteration 64Q: 3 clusters Score -2750078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2750078.000000 Penalty: 3244.187012
	Iteration 65Q: 3 clusters Score -2750078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2750078.500000 Penalty: 3244.187012
	Iteration 66Q: 3 clusters Score -2750078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2750081.750000 Penalty: 3244.187012
	Iteration 67Q: 3 clusters Score -2750082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2750086.000000 Penalty: 3244.187012
	Iteration 68Q: 3 clusters Score -2750086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2750082.250000 Penalty: 3244.187012
	Iteration 69Q: 3 clusters Score -2750082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2750080.250000 Penalty: 3244.187012
	Iteration 70Q: 3 clusters Score -2750080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2750084.750000 Penalty: 3244.187012
	Iteration 71Q: 3 clusters Score -2750085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2750095.250000 Penalty: 3244.187012
	Iteration 72Q: 3 clusters Score -2750095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2750103.750000 Penalty: 3244.187012
	Iteration 73Q: 3 clusters Score -2750104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2750105.000000 Penalty: 3244.187012
	Iteration 74Q: 3 clusters Score -2750105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2750103.250000 Penalty: 3244.187012
	Iteration 75Q: 3 clusters Score -2750103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2750103.750000 Penalty: 3244.187012
	Iteration 76Q: 3 clusters Score -2750104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2750103.750000 Penalty: 3244.187012
	Iteration 77F: 3 clusters Score -2750104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -33236.074219 Penalty: 926.322083
	Iteration 0F: 2 clusters Score -33236.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32378.847656 Penalty: 1852.644165
	Iteration 0F: 3 clusters Score -32378.85 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -32486.345703 Penalty: 1852.644165
	Iteration 1F: 3 clusters Score -32486.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -32509.591797 Penalty: 1852.644165
	Iteration 2Q: 3 clusters Score -32509.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -32510.345703 Penalty: 1852.644165
	Iteration 3Q: 3 clusters Score -32510.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -32514.500000 Penalty: 1852.644165
	Iteration 4Q: 3 clusters Score -32514.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -32514.500000 Penalty: 1852.644165
	Iteration 5F: 3 clusters Score -32514.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (108627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108627 members 
Entering Unmasked Estep 
Score: -13747211.000000 Penalty: 1884.297241
	Iteration 0F: 2 clusters Score -1.374721e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54326 members 
Mstep: Class 2 contains 54301 members 
Entering Unmasked Estep 
Score: -13685662.000000 Penalty: 3768.594482
	Iteration 0F: 3 clusters Score -1.368566e+07 nChanged 52121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55257 members 
Mstep: Class 2 contains 53370 members 
Entering Unmasked Estep 
Score: -13715942.000000 Penalty: 3768.594482
	Iteration 1F: 3 clusters Score -1.371594e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 52764 members 
Entering Unmasked Estep 
Score: -13716518.000000 Penalty: 3768.594482
	Iteration 2Q: 3 clusters Score -1.371652e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56654 members 
Mstep: Class 2 contains 51973 members 
Entering Unmasked Estep 
Score: -13717161.000000 Penalty: 3768.594482
	Iteration 3Q: 3 clusters Score -1.371716e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57840 members 
Mstep: Class 2 contains 50787 members 
Entering Unmasked Estep 
Score: -13718020.000000 Penalty: 3768.594482
	Iteration 4Q: 3 clusters Score -1.371802e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59570 members 
Mstep: Class 2 contains 49057 members 
Entering Unmasked Estep 
Score: -13719241.000000 Penalty: 3768.594482
	Iteration 5Q: 3 clusters Score -1.371924e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61921 members 
Mstep: Class 2 contains 46706 members 
Entering Unmasked Estep 
Score: -13720698.000000 Penalty: 3768.594482
	Iteration 6Q: 3 clusters Score -1.37207e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64937 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -13722878.000000 Penalty: 3768.594482
	Iteration 7Q: 3 clusters Score -1.372288e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68712 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -13726550.000000 Penalty: 3768.594482
	Iteration 8F: 3 clusters Score -1.372655e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72800 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -13731658.000000 Penalty: 3768.594482
	Iteration 9F: 3 clusters Score -1.373166e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76156 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -13736949.000000 Penalty: 3768.594482
	Iteration 10F: 3 clusters Score -1.373695e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78440 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -13740737.000000 Penalty: 3768.594482
	Iteration 11F: 3 clusters Score -1.374074e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80019 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -13742408.000000 Penalty: 3768.594482
	Iteration 12Q: 3 clusters Score -1.374241e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81493 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -13743282.000000 Penalty: 3768.594482
	Iteration 13Q: 3 clusters Score -1.374328e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82919 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -13743800.000000 Penalty: 3768.594482
	Iteration 14Q: 3 clusters Score -1.37438e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84372 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -13744315.000000 Penalty: 3768.594482
	Iteration 15Q: 3 clusters Score -1.374432e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85822 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -13744908.000000 Penalty: 3768.594482
	Iteration 16Q: 3 clusters Score -1.374491e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87275 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -13745433.000000 Penalty: 3768.594482
	Iteration 17Q: 3 clusters Score -1.374543e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88703 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -13745960.000000 Penalty: 3768.594482
	Iteration 18Q: 3 clusters Score -1.374596e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90108 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -13746540.000000 Penalty: 3768.594482
	Iteration 19Q: 3 clusters Score -1.374654e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91465 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -13747146.000000 Penalty: 3768.594482
	Iteration 20F: 3 clusters Score -1.374715e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92813 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -13747617.000000 Penalty: 3768.594482
	Iteration 21Q: 3 clusters Score -1.374762e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94154 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -13747947.000000 Penalty: 3768.594482
	Iteration 22Q: 3 clusters Score -1.374795e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95424 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -13748142.000000 Penalty: 3768.594482
	Iteration 23Q: 3 clusters Score -1.374814e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96650 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -13748346.000000 Penalty: 3768.594482
	Iteration 24Q: 3 clusters Score -1.374835e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97784 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -13748468.000000 Penalty: 3768.594482
	Iteration 25Q: 3 clusters Score -1.374847e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98795 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -13748517.000000 Penalty: 3768.594482
	Iteration 26Q: 3 clusters Score -1.374852e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99743 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -13748465.000000 Penalty: 3768.594482
	Iteration 27Q: 3 clusters Score -1.374846e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100636 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -13748257.000000 Penalty: 3768.594482
	Iteration 28Q: 3 clusters Score -1.374826e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101356 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -13748076.000000 Penalty: 3768.594482
	Iteration 29Q: 3 clusters Score -1.374808e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102022 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -13747894.000000 Penalty: 3768.594482
	Iteration 30Q: 3 clusters Score -1.374789e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102580 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -13747741.000000 Penalty: 3768.594482
	Iteration 31Q: 3 clusters Score -1.374774e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103150 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -13747641.000000 Penalty: 3768.594482
	Iteration 32Q: 3 clusters Score -1.374764e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103650 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -13747541.000000 Penalty: 3768.594482
	Iteration 33Q: 3 clusters Score -1.374754e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104093 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -13747372.000000 Penalty: 3768.594482
	Iteration 34Q: 3 clusters Score -1.374737e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104451 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -13747288.000000 Penalty: 3768.594482
	Iteration 35Q: 3 clusters Score -1.374729e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104803 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -13747178.000000 Penalty: 3768.594482
	Iteration 36Q: 3 clusters Score -1.374718e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105130 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -13747036.000000 Penalty: 3768.594482
	Iteration 37Q: 3 clusters Score -1.374704e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105398 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -13746974.000000 Penalty: 3768.594482
	Iteration 38Q: 3 clusters Score -1.374697e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105626 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -13746891.000000 Penalty: 3768.594482
	Iteration 39Q: 3 clusters Score -1.374689e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105809 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -13746822.000000 Penalty: 3768.594482
	Iteration 40F: 3 clusters Score -1.374682e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105961 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -13746780.000000 Penalty: 3768.594482
	Iteration 41Q: 3 clusters Score -1.374678e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106085 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -13746731.000000 Penalty: 3768.594482
	Iteration 42Q: 3 clusters Score -1.374673e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106179 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -13746690.000000 Penalty: 3768.594482
	Iteration 43Q: 3 clusters Score -1.374669e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106262 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -13746671.000000 Penalty: 3768.594482
	Iteration 44Q: 3 clusters Score -1.374667e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106344 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -13746651.000000 Penalty: 3768.594482
	Iteration 45Q: 3 clusters Score -1.374665e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106427 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -13746624.000000 Penalty: 3768.594482
	Iteration 46Q: 3 clusters Score -1.374662e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106491 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -13746607.000000 Penalty: 3768.594482
	Iteration 47Q: 3 clusters Score -1.374661e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106569 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -13746566.000000 Penalty: 3768.594482
	Iteration 48Q: 3 clusters Score -1.374657e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106628 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -13746550.000000 Penalty: 3768.594482
	Iteration 49Q: 3 clusters Score -1.374655e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106681 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -13746543.000000 Penalty: 3768.594482
	Iteration 50Q: 3 clusters Score -1.374654e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106743 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -13746535.000000 Penalty: 3768.594482
	Iteration 51Q: 3 clusters Score -1.374654e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106807 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -13746516.000000 Penalty: 3768.594482
	Iteration 52Q: 3 clusters Score -1.374652e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106859 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -13746519.000000 Penalty: 3768.594482
	Iteration 53Q: 3 clusters Score -1.374652e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106901 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -13746506.000000 Penalty: 3768.594482
	Iteration 54Q: 3 clusters Score -1.374651e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106957 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -13746476.000000 Penalty: 3768.594482
	Iteration 55Q: 3 clusters Score -1.374648e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107003 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -13746505.000000 Penalty: 3768.594482
	Iteration 56Q: 3 clusters Score -1.37465e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107041 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -13746488.000000 Penalty: 3768.594482
	Iteration 57Q: 3 clusters Score -1.374649e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107084 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -13746488.000000 Penalty: 3768.594482
	Iteration 58Q: 3 clusters Score -1.374649e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107112 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -13746483.000000 Penalty: 3768.594482
	Iteration 59Q: 3 clusters Score -1.374648e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107139 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -13746501.000000 Penalty: 3768.594482
	Iteration 60F: 3 clusters Score -1.37465e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107166 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -13746467.000000 Penalty: 3768.594482
	Iteration 61Q: 3 clusters Score -1.374647e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107194 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -13746480.000000 Penalty: 3768.594482
	Iteration 62Q: 3 clusters Score -1.374648e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107212 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -13746475.000000 Penalty: 3768.594482
	Iteration 63Q: 3 clusters Score -1.374648e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107217 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -13746467.000000 Penalty: 3768.594482
	Iteration 64Q: 3 clusters Score -1.374647e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107231 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -13746471.000000 Penalty: 3768.594482
	Iteration 65Q: 3 clusters Score -1.374647e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107244 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -13746465.000000 Penalty: 3768.594482
	Iteration 66Q: 3 clusters Score -1.374646e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107251 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -13746451.000000 Penalty: 3768.594482
	Iteration 67Q: 3 clusters Score -1.374645e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107253 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -13746445.000000 Penalty: 3768.594482
	Iteration 68Q: 3 clusters Score -1.374644e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107256 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -13746452.000000 Penalty: 3768.594482
	Iteration 69Q: 3 clusters Score -1.374645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107259 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -13746456.000000 Penalty: 3768.594482
	Iteration 70Q: 3 clusters Score -1.374646e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107265 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -13746449.000000 Penalty: 3768.594482
	Iteration 71Q: 3 clusters Score -1.374645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107266 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -13746451.000000 Penalty: 3768.594482
	Iteration 72Q: 3 clusters Score -1.374645e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107273 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -13746451.000000 Penalty: 3768.594482
	Iteration 73Q: 3 clusters Score -1.374645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107280 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -13746443.000000 Penalty: 3768.594482
	Iteration 74Q: 3 clusters Score -1.374644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107282 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -13746445.000000 Penalty: 3768.594482
	Iteration 75Q: 3 clusters Score -1.374644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107283 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -13746434.000000 Penalty: 3768.594482
	Iteration 76Q: 3 clusters Score -1.374643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107283 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -13746434.000000 Penalty: 3768.594482
	Iteration 77F: 3 clusters Score -1.374643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 85320 members 
Mstep: Class 3 contains 7139 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55798 members 
Mstep: Class 6 contains 9600 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7111 members 
Mstep: Class 10 contains 104023 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 108216 members 
Mstep: Class 13 contains 14701 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6878 members 
Mstep: Class 16 contains 8669 members 
Mstep: Class 17 contains 24430 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5794 members 
Mstep: Class 20 contains 2912 members 
Mstep: Class 21 contains 52224 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 9587 members 
Mstep: Class 25 contains 81093 members 
Mstep: Class 26 contains 35063 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4804 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 4523 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3891 members 
Mstep: Class 34 contains 1353 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6350 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100149 members 
Mstep: Class 42 contains 9039 members 
Mstep: Class 43 contains 21636 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111777360.000000 Penalty: 100403.789062
Iteration 359Q: 46 clusters Score -1.117774e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 85420 members 
Mstep: Class 3 contains 7141 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55782 members 
Mstep: Class 6 contains 9600 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7108 members 
Mstep: Class 10 contains 104001 members 
Mstep: Class 11 contains 9452 members 
Mstep: Class 12 contains 108214 members 
Mstep: Class 13 contains 14704 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6877 members 
Mstep: Class 16 contains 8669 members 
Mstep: Class 17 contains 24436 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5795 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 52201 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 9587 members 
Mstep: Class 25 contains 81093 members 
Mstep: Class 26 contains 35044 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4801 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2916 members 
Mstep: Class 31 contains 4521 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3891 members 
Mstep: Class 34 contains 1353 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6350 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100152 members 
Mstep: Class 42 contains 9034 members 
Mstep: Class 43 contains 21641 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111777472.000000 Penalty: 100403.789062
Iteration 360F: 46 clusters Score -1.117775e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 85513 members 
Mstep: Class 3 contains 7140 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55774 members 
Mstep: Class 6 contains 9600 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7106 members 
Mstep: Class 10 contains 103999 members 
Mstep: Class 11 contains 9452 members 
Mstep: Class 12 contains 108192 members 
Mstep: Class 13 contains 14703 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6879 members 
Mstep: Class 16 contains 8670 members 
Mstep: Class 17 contains 24433 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 2914 members 
Mstep: Class 21 contains 52189 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4975 members 
Mstep: Class 24 contains 9584 members 
Mstep: Class 25 contains 81083 members 
Mstep: Class 26 contains 35025 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4800 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2914 members 
Mstep: Class 31 contains 4520 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3891 members 
Mstep: Class 34 contains 1353 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6350 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100152 members 
Mstep: Class 42 contains 9032 members 
Mstep: Class 43 contains 21656 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111777760.000000 Penalty: 100403.789062
Iteration 361Q: 46 clusters Score -1.117778e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 85591 members 
Mstep: Class 3 contains 7139 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55756 members 
Mstep: Class 6 contains 9600 members 
Mstep: Class 7 contains 5263 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7101 members 
Mstep: Class 10 contains 104004 members 
Mstep: Class 11 contains 9452 members 
Mstep: Class 12 contains 108192 members 
Mstep: Class 13 contains 14705 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6882 members 
Mstep: Class 16 contains 8671 members 
Mstep: Class 17 contains 24432 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5797 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 52173 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4977 members 
Mstep: Class 24 contains 9583 members 
Mstep: Class 25 contains 81061 members 
Mstep: Class 26 contains 35003 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4800 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2913 members 
Mstep: Class 31 contains 4517 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3891 members 
Mstep: Class 34 contains 1352 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6350 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100155 members 
Mstep: Class 42 contains 9028 members 
Mstep: Class 43 contains 21666 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111777616.000000 Penalty: 100403.789062
Iteration 362Q: 46 clusters Score -1.117776e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 85675 members 
Mstep: Class 3 contains 7138 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55744 members 
Mstep: Class 6 contains 9600 members 
Mstep: Class 7 contains 5263 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7094 members 
Mstep: Class 10 contains 103996 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 108205 members 
Mstep: Class 13 contains 14703 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6885 members 
Mstep: Class 16 contains 8674 members 
Mstep: Class 17 contains 24441 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 52164 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 9580 members 
Mstep: Class 25 contains 81044 members 
Mstep: Class 26 contains 34980 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4802 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2913 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3891 members 
Mstep: Class 34 contains 1353 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6352 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100149 members 
Mstep: Class 42 contains 9023 members 
Mstep: Class 43 contains 21671 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111777824.000000 Penalty: 100403.789062
Iteration 363Q: 46 clusters Score -1.117778e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 85774 members 
Mstep: Class 3 contains 7137 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55737 members 
Mstep: Class 6 contains 9600 members 
Mstep: Class 7 contains 5263 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7087 members 
Mstep: Class 10 contains 103971 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 108191 members 
Mstep: Class 13 contains 14707 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6885 members 
Mstep: Class 16 contains 8677 members 
Mstep: Class 17 contains 24449 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5797 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 52149 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 9579 members 
Mstep: Class 25 contains 81034 members 
Mstep: Class 26 contains 34963 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4804 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2913 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3890 members 
Mstep: Class 34 contains 1355 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6351 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100156 members 
Mstep: Class 42 contains 9017 members 
Mstep: Class 43 contains 21684 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111777896.000000 Penalty: 100403.789062
Iteration 364Q: 46 clusters Score -1.117779e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 85846 members 
Mstep: Class 3 contains 7135 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55725 members 
Mstep: Class 6 contains 9600 members 
Mstep: Class 7 contains 5263 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7083 members 
Mstep: Class 10 contains 103960 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 108213 members 
Mstep: Class 13 contains 14704 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 8678 members 
Mstep: Class 17 contains 24453 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5799 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 52135 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 9578 members 
Mstep: Class 25 contains 81025 members 
Mstep: Class 26 contains 34939 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4808 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2913 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 1356 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6351 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100154 members 
Mstep: Class 42 contains 9009 members 
Mstep: Class 43 contains 21700 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111777888.000000 Penalty: 100403.789062
Iteration 365Q: 46 clusters Score -1.117779e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 85931 members 
Mstep: Class 3 contains 7135 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55695 members 
Mstep: Class 6 contains 9600 members 
Mstep: Class 7 contains 5263 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7077 members 
Mstep: Class 10 contains 103930 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 108220 members 
Mstep: Class 13 contains 14708 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6889 members 
Mstep: Class 16 contains 8677 members 
Mstep: Class 17 contains 24463 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5802 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 52121 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 9577 members 
Mstep: Class 25 contains 81030 members 
Mstep: Class 26 contains 34924 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4810 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2913 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3890 members 
Mstep: Class 34 contains 1358 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6349 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100141 members 
Mstep: Class 42 contains 9000 members 
Mstep: Class 43 contains 21717 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111777712.000000 Penalty: 100403.789062
Iteration 366Q: 46 clusters Score -1.117777e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 86023 members 
Mstep: Class 3 contains 7135 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55661 members 
Mstep: Class 6 contains 9600 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7072 members 
Mstep: Class 10 contains 103886 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 108239 members 
Mstep: Class 13 contains 14708 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 8682 members 
Mstep: Class 17 contains 24468 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5804 members 
Mstep: Class 20 contains 2915 members 
Mstep: Class 21 contains 52114 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4973 members 
Mstep: Class 24 contains 9575 members 
Mstep: Class 25 contains 81013 members 
Mstep: Class 26 contains 34914 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4814 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2913 members 
Mstep: Class 31 contains 4519 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3891 members 
Mstep: Class 34 contains 1358 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6347 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100138 members 
Mstep: Class 42 contains 8991 members 
Mstep: Class 43 contains 21738 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111777744.000000 Penalty: 100403.789062
Iteration 367Q: 46 clusters Score -1.117777e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 86131 members 
Mstep: Class 3 contains 7134 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55620 members 
Mstep: Class 6 contains 9600 members 
Mstep: Class 7 contains 5261 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7076 members 
Mstep: Class 10 contains 103842 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 108260 members 
Mstep: Class 13 contains 14705 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 8685 members 
Mstep: Class 17 contains 24476 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5804 members 
Mstep: Class 20 contains 2916 members 
Mstep: Class 21 contains 52109 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4971 members 
Mstep: Class 24 contains 9576 members 
Mstep: Class 25 contains 80992 members 
Mstep: Class 26 contains 34899 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4818 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2912 members 
Mstep: Class 31 contains 4519 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3894 members 
Mstep: Class 34 contains 1358 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6346 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100138 members 
Mstep: Class 42 contains 8980 members 
Mstep: Class 43 contains 21766 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111777776.000000 Penalty: 100403.789062
Iteration 368Q: 46 clusters Score -1.117778e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 86230 members 
Mstep: Class 3 contains 7136 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55571 members 
Mstep: Class 6 contains 9600 members 
Mstep: Class 7 contains 5260 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7079 members 
Mstep: Class 10 contains 103785 members 
Mstep: Class 11 contains 9454 members 
Mstep: Class 12 contains 108275 members 
Mstep: Class 13 contains 14704 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6889 members 
Mstep: Class 16 contains 8690 members 
Mstep: Class 17 contains 24491 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5804 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 52104 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4966 members 
Mstep: Class 24 contains 9576 members 
Mstep: Class 25 contains 80983 members 
Mstep: Class 26 contains 34890 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4822 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 4521 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3897 members 
Mstep: Class 34 contains 1358 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6345 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100141 members 
Mstep: Class 42 contains 8971 members 
Mstep: Class 43 contains 21787 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778096.000000 Penalty: 100403.789062
Iteration 369Q: 46 clusters Score -1.117781e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 86337 members 
Mstep: Class 3 contains 7138 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55530 members 
Mstep: Class 6 contains 9601 members 
Mstep: Class 7 contains 5261 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7078 members 
Mstep: Class 10 contains 103739 members 
Mstep: Class 11 contains 9452 members 
Mstep: Class 12 contains 108291 members 
Mstep: Class 13 contains 14703 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 8691 members 
Mstep: Class 17 contains 24503 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5806 members 
Mstep: Class 20 contains 2919 members 
Mstep: Class 21 contains 52087 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4964 members 
Mstep: Class 24 contains 9575 members 
Mstep: Class 25 contains 80970 members 
Mstep: Class 26 contains 34877 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4824 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 4524 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3900 members 
Mstep: Class 34 contains 1358 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6345 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100144 members 
Mstep: Class 42 contains 8956 members 
Mstep: Class 43 contains 21816 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778240.000000 Penalty: 100403.789062
Iteration 370Q: 46 clusters Score -1.117782e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 86447 members 
Mstep: Class 3 contains 7137 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55491 members 
Mstep: Class 6 contains 9602 members 
Mstep: Class 7 contains 5261 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7078 members 
Mstep: Class 10 contains 103696 members 
Mstep: Class 11 contains 9451 members 
Mstep: Class 12 contains 108282 members 
Mstep: Class 13 contains 14705 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 6886 members 
Mstep: Class 16 contains 8695 members 
Mstep: Class 17 contains 24522 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5805 members 
Mstep: Class 20 contains 2919 members 
Mstep: Class 21 contains 52081 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4965 members 
Mstep: Class 24 contains 9576 members 
Mstep: Class 25 contains 80952 members 
Mstep: Class 26 contains 34866 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 1742 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 4524 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3905 members 
Mstep: Class 34 contains 1358 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6346 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100142 members 
Mstep: Class 42 contains 8940 members 
Mstep: Class 43 contains 21841 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778360.000000 Penalty: 100403.789062
Iteration 371Q: 46 clusters Score -1.117784e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 86549 members 
Mstep: Class 3 contains 7139 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55446 members 
Mstep: Class 6 contains 9604 members 
Mstep: Class 7 contains 5261 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7070 members 
Mstep: Class 10 contains 103631 members 
Mstep: Class 11 contains 9451 members 
Mstep: Class 12 contains 108311 members 
Mstep: Class 13 contains 14706 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 8692 members 
Mstep: Class 17 contains 24531 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5807 members 
Mstep: Class 20 contains 2919 members 
Mstep: Class 21 contains 52075 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4966 members 
Mstep: Class 24 contains 9574 members 
Mstep: Class 25 contains 80955 members 
Mstep: Class 26 contains 34843 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 1742 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 4524 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3905 members 
Mstep: Class 34 contains 1358 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6348 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100143 members 
Mstep: Class 42 contains 8927 members 
Mstep: Class 43 contains 21870 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778344.000000 Penalty: 100403.789062
Iteration 372Q: 46 clusters Score -1.117783e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 86672 members 
Mstep: Class 3 contains 7138 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55392 members 
Mstep: Class 6 contains 9605 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7065 members 
Mstep: Class 10 contains 103594 members 
Mstep: Class 11 contains 9452 members 
Mstep: Class 12 contains 108316 members 
Mstep: Class 13 contains 14708 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6889 members 
Mstep: Class 16 contains 8690 members 
Mstep: Class 17 contains 24540 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5810 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 52085 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4961 members 
Mstep: Class 24 contains 9574 members 
Mstep: Class 25 contains 80942 members 
Mstep: Class 26 contains 34827 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4825 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 4523 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3906 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6346 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100148 members 
Mstep: Class 42 contains 8911 members 
Mstep: Class 43 contains 21900 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778568.000000 Penalty: 100403.789062
Iteration 373Q: 46 clusters Score -1.117786e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 86778 members 
Mstep: Class 3 contains 7143 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55344 members 
Mstep: Class 6 contains 9604 members 
Mstep: Class 7 contains 5263 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 103613 members 
Mstep: Class 11 contains 9452 members 
Mstep: Class 12 contains 108316 members 
Mstep: Class 13 contains 14716 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6889 members 
Mstep: Class 16 contains 8689 members 
Mstep: Class 17 contains 24543 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5816 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 52080 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4959 members 
Mstep: Class 24 contains 9571 members 
Mstep: Class 25 contains 80922 members 
Mstep: Class 26 contains 34810 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4823 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 4523 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3906 members 
Mstep: Class 34 contains 1361 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6343 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100135 members 
Mstep: Class 42 contains 8898 members 
Mstep: Class 43 contains 21911 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778608.000000 Penalty: 100403.789062
Iteration 374Q: 46 clusters Score -1.117786e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 86871 members 
Mstep: Class 3 contains 7143 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55307 members 
Mstep: Class 6 contains 9604 members 
Mstep: Class 7 contains 5263 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7067 members 
Mstep: Class 10 contains 103643 members 
Mstep: Class 11 contains 9452 members 
Mstep: Class 12 contains 108323 members 
Mstep: Class 13 contains 14720 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 8691 members 
Mstep: Class 17 contains 24536 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5821 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 52060 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4958 members 
Mstep: Class 24 contains 9572 members 
Mstep: Class 25 contains 80901 members 
Mstep: Class 26 contains 34800 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4823 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 4523 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3906 members 
Mstep: Class 34 contains 1364 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6342 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100119 members 
Mstep: Class 42 contains 8882 members 
Mstep: Class 43 contains 21931 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778624.000000 Penalty: 100403.789062
Iteration 375Q: 46 clusters Score -1.117786e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 86963 members 
Mstep: Class 3 contains 7145 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55281 members 
Mstep: Class 6 contains 9604 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7069 members 
Mstep: Class 10 contains 103643 members 
Mstep: Class 11 contains 9452 members 
Mstep: Class 12 contains 108344 members 
Mstep: Class 13 contains 14722 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 8695 members 
Mstep: Class 17 contains 24538 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5828 members 
Mstep: Class 20 contains 2922 members 
Mstep: Class 21 contains 52033 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4959 members 
Mstep: Class 24 contains 9574 members 
Mstep: Class 25 contains 80871 members 
Mstep: Class 26 contains 34783 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4822 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 4521 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3908 members 
Mstep: Class 34 contains 1365 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6342 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100096 members 
Mstep: Class 42 contains 8869 members 
Mstep: Class 43 contains 21955 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778648.000000 Penalty: 100403.789062
Iteration 376Q: 46 clusters Score -1.117786e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 87020 members 
Mstep: Class 3 contains 7144 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55248 members 
Mstep: Class 6 contains 9604 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7060 members 
Mstep: Class 10 contains 103638 members 
Mstep: Class 11 contains 9452 members 
Mstep: Class 12 contains 108357 members 
Mstep: Class 13 contains 14724 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 8694 members 
Mstep: Class 17 contains 24549 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5828 members 
Mstep: Class 20 contains 2922 members 
Mstep: Class 21 contains 52016 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4962 members 
Mstep: Class 24 contains 9576 members 
Mstep: Class 25 contains 80858 members 
Mstep: Class 26 contains 34763 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4825 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2908 members 
Mstep: Class 31 contains 4519 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3912 members 
Mstep: Class 34 contains 1365 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6343 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100082 members 
Mstep: Class 42 contains 8849 members 
Mstep: Class 43 contains 21982 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778784.000000 Penalty: 100403.789062
Iteration 377Q: 46 clusters Score -1.117788e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 87070 members 
Mstep: Class 3 contains 7142 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55217 members 
Mstep: Class 6 contains 9604 members 
Mstep: Class 7 contains 5261 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 7052 members 
Mstep: Class 10 contains 103626 members 
Mstep: Class 11 contains 9452 members 
Mstep: Class 12 contains 108394 members 
Mstep: Class 13 contains 14726 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 8692 members 
Mstep: Class 17 contains 24557 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5829 members 
Mstep: Class 20 contains 2922 members 
Mstep: Class 21 contains 51988 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4959 members 
Mstep: Class 24 contains 9575 members 
Mstep: Class 25 contains 80843 members 
Mstep: Class 26 contains 34745 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2908 members 
Mstep: Class 31 contains 4517 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3916 members 
Mstep: Class 34 contains 1365 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6343 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100070 members 
Mstep: Class 42 contains 8831 members 
Mstep: Class 43 contains 22017 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778752.000000 Penalty: 100403.789062
Iteration 378Q: 46 clusters Score -1.117788e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 87120 members 
Mstep: Class 3 contains 7142 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55186 members 
Mstep: Class 6 contains 9604 members 
Mstep: Class 7 contains 5260 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 7047 members 
Mstep: Class 10 contains 103594 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 108433 members 
Mstep: Class 13 contains 14726 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 8693 members 
Mstep: Class 17 contains 24555 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5829 members 
Mstep: Class 20 contains 2922 members 
Mstep: Class 21 contains 51955 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4958 members 
Mstep: Class 24 contains 9575 members 
Mstep: Class 25 contains 80843 members 
Mstep: Class 26 contains 34728 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2907 members 
Mstep: Class 31 contains 4517 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3919 members 
Mstep: Class 34 contains 1364 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6342 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100062 members 
Mstep: Class 42 contains 8819 members 
Mstep: Class 43 contains 22059 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778848.000000 Penalty: 100403.789062
Iteration 379Q: 46 clusters Score -1.117788e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 87167 members 
Mstep: Class 3 contains 7144 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55146 members 
Mstep: Class 6 contains 9604 members 
Mstep: Class 7 contains 5259 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 103576 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 108462 members 
Mstep: Class 13 contains 14725 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 8689 members 
Mstep: Class 17 contains 24556 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 20 contains 2923 members 
Mstep: Class 21 contains 51928 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4959 members 
Mstep: Class 24 contains 9573 members 
Mstep: Class 25 contains 80835 members 
Mstep: Class 26 contains 34707 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4836 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2905 members 
Mstep: Class 31 contains 4519 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3916 members 
Mstep: Class 34 contains 1362 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6345 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100059 members 
Mstep: Class 42 contains 8809 members 
Mstep: Class 43 contains 22098 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778808.000000 Penalty: 100403.789062
Iteration 380F: 46 clusters Score -1.117788e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 87217 members 
Mstep: Class 3 contains 7146 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55123 members 
Mstep: Class 6 contains 9604 members 
Mstep: Class 7 contains 5258 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 103562 members 
Mstep: Class 11 contains 9451 members 
Mstep: Class 12 contains 108463 members 
Mstep: Class 13 contains 14724 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 8690 members 
Mstep: Class 17 contains 24556 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5836 members 
Mstep: Class 20 contains 2925 members 
Mstep: Class 21 contains 51890 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4960 members 
Mstep: Class 24 contains 9569 members 
Mstep: Class 25 contains 80828 members 
Mstep: Class 26 contains 34692 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4840 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2903 members 
Mstep: Class 31 contains 4519 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3916 members 
Mstep: Class 34 contains 1362 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6345 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100065 members 
Mstep: Class 42 contains 8803 members 
Mstep: Class 43 contains 22132 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778904.000000 Penalty: 100403.789062
Iteration 381Q: 46 clusters Score -1.117789e+08 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 87276 members 
Mstep: Class 3 contains 7144 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55093 members 
Mstep: Class 6 contains 9604 members 
Mstep: Class 7 contains 5257 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 103529 members 
Mstep: Class 11 contains 9451 members 
Mstep: Class 12 contains 108490 members 
Mstep: Class 13 contains 14725 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 8690 members 
Mstep: Class 17 contains 24557 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5840 members 
Mstep: Class 20 contains 2925 members 
Mstep: Class 21 contains 51852 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4959 members 
Mstep: Class 24 contains 9568 members 
Mstep: Class 25 contains 80826 members 
Mstep: Class 26 contains 34681 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4841 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 2904 members 
Mstep: Class 31 contains 4517 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3917 members 
Mstep: Class 34 contains 1362 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6345 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100064 members 
Mstep: Class 42 contains 8796 members 
Mstep: Class 43 contains 22168 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778984.000000 Penalty: 100403.789062
Iteration 382Q: 46 clusters Score -1.11779e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 87329 members 
Mstep: Class 3 contains 7142 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55054 members 
Mstep: Class 6 contains 9605 members 
Mstep: Class 7 contains 5257 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 7034 members 
Mstep: Class 10 contains 103493 members 
Mstep: Class 11 contains 9451 members 
Mstep: Class 12 contains 108533 members 
Mstep: Class 13 contains 14724 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6885 members 
Mstep: Class 16 contains 8688 members 
Mstep: Class 17 contains 24563 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5843 members 
Mstep: Class 20 contains 2925 members 
Mstep: Class 21 contains 51826 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4959 members 
Mstep: Class 24 contains 9569 members 
Mstep: Class 25 contains 80818 members 
Mstep: Class 26 contains 34667 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4841 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 2905 members 
Mstep: Class 31 contains 4517 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3916 members 
Mstep: Class 34 contains 1363 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6345 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100061 members 
Mstep: Class 42 contains 8789 members 
Mstep: Class 43 contains 22198 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778968.000000 Penalty: 100403.789062
Iteration 383Q: 46 clusters Score -1.11779e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 87383 members 
Mstep: Class 3 contains 7141 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 55030 members 
Mstep: Class 6 contains 9606 members 
Mstep: Class 7 contains 5257 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 7032 members 
Mstep: Class 10 contains 103474 members 
Mstep: Class 11 contains 9451 members 
Mstep: Class 12 contains 108568 members 
Mstep: Class 13 contains 14724 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6885 members 
Mstep: Class 16 contains 8685 members 
Mstep: Class 17 contains 24565 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5846 members 
Mstep: Class 20 contains 2925 members 
Mstep: Class 21 contains 51800 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4960 members 
Mstep: Class 24 contains 9568 members 
Mstep: Class 25 contains 80809 members 
Mstep: Class 26 contains 34658 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4835 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 2905 members 
Mstep: Class 31 contains 4516 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3914 members 
Mstep: Class 34 contains 1363 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6345 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100056 members 
Mstep: Class 42 contains 8781 members 
Mstep: Class 43 contains 22233 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779040.000000 Penalty: 100403.789062
Iteration 384Q: 46 clusters Score -1.11779e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 87449 members 
Mstep: Class 3 contains 7139 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54993 members 
Mstep: Class 6 contains 9607 members 
Mstep: Class 7 contains 5257 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 7030 members 
Mstep: Class 10 contains 103441 members 
Mstep: Class 11 contains 9451 members 
Mstep: Class 12 contains 108617 members 
Mstep: Class 13 contains 14723 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6885 members 
Mstep: Class 16 contains 8685 members 
Mstep: Class 17 contains 24582 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5849 members 
Mstep: Class 20 contains 2926 members 
Mstep: Class 21 contains 51769 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4959 members 
Mstep: Class 24 contains 9568 members 
Mstep: Class 25 contains 80794 members 
Mstep: Class 26 contains 34644 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4836 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 2906 members 
Mstep: Class 31 contains 4514 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3913 members 
Mstep: Class 34 contains 1363 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6347 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100044 members 
Mstep: Class 42 contains 8774 members 
Mstep: Class 43 contains 22266 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779208.000000 Penalty: 100403.789062
Iteration 385Q: 46 clusters Score -1.117792e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 87532 members 
Mstep: Class 3 contains 7137 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54952 members 
Mstep: Class 6 contains 9607 members 
Mstep: Class 7 contains 5257 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 7027 members 
Mstep: Class 10 contains 103388 members 
Mstep: Class 11 contains 9451 members 
Mstep: Class 12 contains 108638 members 
Mstep: Class 13 contains 14722 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6885 members 
Mstep: Class 16 contains 8687 members 
Mstep: Class 17 contains 24593 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5853 members 
Mstep: Class 20 contains 2927 members 
Mstep: Class 21 contains 51742 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4958 members 
Mstep: Class 24 contains 9569 members 
Mstep: Class 25 contains 80793 members 
Mstep: Class 26 contains 34634 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 2906 members 
Mstep: Class 31 contains 4512 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3913 members 
Mstep: Class 34 contains 1363 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6348 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100056 members 
Mstep: Class 42 contains 8768 members 
Mstep: Class 43 contains 22298 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779104.000000 Penalty: 100403.789062
Iteration 386Q: 46 clusters Score -1.117791e+08 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 87603 members 
Mstep: Class 3 contains 7137 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54931 members 
Mstep: Class 6 contains 9606 members 
Mstep: Class 7 contains 5257 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 7012 members 
Mstep: Class 10 contains 103343 members 
Mstep: Class 11 contains 9450 members 
Mstep: Class 12 contains 108662 members 
Mstep: Class 13 contains 14720 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6886 members 
Mstep: Class 16 contains 8684 members 
Mstep: Class 17 contains 24599 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5857 members 
Mstep: Class 20 contains 2928 members 
Mstep: Class 21 contains 51714 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4956 members 
Mstep: Class 24 contains 9565 members 
Mstep: Class 25 contains 80781 members 
Mstep: Class 26 contains 34627 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2906 members 
Mstep: Class 31 contains 4513 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3913 members 
Mstep: Class 34 contains 1363 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6348 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100063 members 
Mstep: Class 42 contains 8756 members 
Mstep: Class 43 contains 22345 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779080.000000 Penalty: 100403.789062
Iteration 387Q: 46 clusters Score -1.117791e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 87672 members 
Mstep: Class 3 contains 7136 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54912 members 
Mstep: Class 6 contains 9605 members 
Mstep: Class 7 contains 5257 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 7002 members 
Mstep: Class 10 contains 103320 members 
Mstep: Class 11 contains 9450 members 
Mstep: Class 12 contains 108675 members 
Mstep: Class 13 contains 14715 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6884 members 
Mstep: Class 16 contains 8685 members 
Mstep: Class 17 contains 24613 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5864 members 
Mstep: Class 20 contains 2928 members 
Mstep: Class 21 contains 51687 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4955 members 
Mstep: Class 24 contains 9566 members 
Mstep: Class 25 contains 80773 members 
Mstep: Class 26 contains 34607 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2906 members 
Mstep: Class 31 contains 4513 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3913 members 
Mstep: Class 34 contains 1363 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6350 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100058 members 
Mstep: Class 42 contains 8746 members 
Mstep: Class 43 contains 22376 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779184.000000 Penalty: 100403.789062
Iteration 388Q: 46 clusters Score -1.117792e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 87727 members 
Mstep: Class 3 contains 7136 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54885 members 
Mstep: Class 6 contains 9606 members 
Mstep: Class 7 contains 5257 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 6990 members 
Mstep: Class 10 contains 103311 members 
Mstep: Class 11 contains 9451 members 
Mstep: Class 12 contains 108705 members 
Mstep: Class 13 contains 14719 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6884 members 
Mstep: Class 16 contains 8686 members 
Mstep: Class 17 contains 24617 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5865 members 
Mstep: Class 20 contains 2928 members 
Mstep: Class 21 contains 51657 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 9565 members 
Mstep: Class 25 contains 80766 members 
Mstep: Class 26 contains 34585 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2906 members 
Mstep: Class 31 contains 4516 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3911 members 
Mstep: Class 34 contains 1363 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6351 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100043 members 
Mstep: Class 42 contains 8741 members 
Mstep: Class 43 contains 22401 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779344.000000 Penalty: 100403.789062
Iteration 389Q: 46 clusters Score -1.117793e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 87799 members 
Mstep: Class 3 contains 7134 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54858 members 
Mstep: Class 6 contains 9605 members 
Mstep: Class 7 contains 5256 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 6972 members 
Mstep: Class 10 contains 103313 members 
Mstep: Class 11 contains 9452 members 
Mstep: Class 12 contains 108716 members 
Mstep: Class 13 contains 14721 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6889 members 
Mstep: Class 16 contains 8688 members 
Mstep: Class 17 contains 24620 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5866 members 
Mstep: Class 20 contains 2928 members 
Mstep: Class 21 contains 51641 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 9566 members 
Mstep: Class 25 contains 80756 members 
Mstep: Class 26 contains 34572 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2906 members 
Mstep: Class 31 contains 4517 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3906 members 
Mstep: Class 34 contains 1363 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6352 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100027 members 
Mstep: Class 42 contains 8739 members 
Mstep: Class 43 contains 22423 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779208.000000 Penalty: 100403.789062
Iteration 390Q: 46 clusters Score -1.117792e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 87867 members 
Mstep: Class 3 contains 7134 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54825 members 
Mstep: Class 6 contains 9604 members 
Mstep: Class 7 contains 5257 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 103307 members 
Mstep: Class 11 contains 9452 members 
Mstep: Class 12 contains 108736 members 
Mstep: Class 13 contains 14720 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6889 members 
Mstep: Class 16 contains 8689 members 
Mstep: Class 17 contains 24632 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5865 members 
Mstep: Class 20 contains 2928 members 
Mstep: Class 21 contains 51622 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4950 members 
Mstep: Class 24 contains 9568 members 
Mstep: Class 25 contains 80757 members 
Mstep: Class 26 contains 34547 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4824 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2906 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3903 members 
Mstep: Class 34 contains 1363 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6357 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 100004 members 
Mstep: Class 42 contains 8734 members 
Mstep: Class 43 contains 22452 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779048.000000 Penalty: 100403.789062
Iteration 391Q: 46 clusters Score -1.11779e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 87934 members 
Mstep: Class 3 contains 7135 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54801 members 
Mstep: Class 6 contains 9604 members 
Mstep: Class 7 contains 5257 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 6952 members 
Mstep: Class 10 contains 103299 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 108758 members 
Mstep: Class 13 contains 14718 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6890 members 
Mstep: Class 16 contains 8692 members 
Mstep: Class 17 contains 24638 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5868 members 
Mstep: Class 20 contains 2929 members 
Mstep: Class 21 contains 51605 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4954 members 
Mstep: Class 24 contains 9567 members 
Mstep: Class 25 contains 80743 members 
Mstep: Class 26 contains 34518 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2906 members 
Mstep: Class 31 contains 4519 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3904 members 
Mstep: Class 34 contains 1363 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6358 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99963 members 
Mstep: Class 42 contains 8725 members 
Mstep: Class 43 contains 22469 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778912.000000 Penalty: 100403.789062
Iteration 392Q: 46 clusters Score -1.117789e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 88005 members 
Mstep: Class 3 contains 7136 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54787 members 
Mstep: Class 6 contains 9605 members 
Mstep: Class 7 contains 5256 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 6946 members 
Mstep: Class 10 contains 103292 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 108770 members 
Mstep: Class 13 contains 14720 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6891 members 
Mstep: Class 16 contains 8688 members 
Mstep: Class 17 contains 24644 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5869 members 
Mstep: Class 20 contains 2927 members 
Mstep: Class 21 contains 51599 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4955 members 
Mstep: Class 24 contains 9568 members 
Mstep: Class 25 contains 80730 members 
Mstep: Class 26 contains 34501 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4825 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2907 members 
Mstep: Class 31 contains 4519 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3903 members 
Mstep: Class 34 contains 1363 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6361 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99922 members 
Mstep: Class 42 contains 8706 members 
Mstep: Class 43 contains 22493 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779136.000000 Penalty: 100403.789062
Iteration 393Q: 46 clusters Score -1.117791e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 88074 members 
Mstep: Class 3 contains 7137 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54757 members 
Mstep: Class 6 contains 9605 members 
Mstep: Class 7 contains 5256 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 6938 members 
Mstep: Class 10 contains 103294 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 108789 members 
Mstep: Class 13 contains 14719 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6892 members 
Mstep: Class 16 contains 8685 members 
Mstep: Class 17 contains 24650 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5871 members 
Mstep: Class 20 contains 2926 members 
Mstep: Class 21 contains 51595 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4954 members 
Mstep: Class 24 contains 9568 members 
Mstep: Class 25 contains 80715 members 
Mstep: Class 26 contains 34485 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4824 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2908 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3900 members 
Mstep: Class 34 contains 1363 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6363 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99882 members 
Mstep: Class 42 contains 8693 members 
Mstep: Class 43 contains 22523 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779168.000000 Penalty: 100403.789062
Iteration 394Q: 46 clusters Score -1.117792e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 88145 members 
Mstep: Class 3 contains 7137 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54725 members 
Mstep: Class 6 contains 9605 members 
Mstep: Class 7 contains 5256 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 6932 members 
Mstep: Class 10 contains 103281 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 108834 members 
Mstep: Class 13 contains 14717 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6893 members 
Mstep: Class 16 contains 8686 members 
Mstep: Class 17 contains 24655 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5872 members 
Mstep: Class 20 contains 2926 members 
Mstep: Class 21 contains 51581 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 9571 members 
Mstep: Class 25 contains 80710 members 
Mstep: Class 26 contains 34465 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4823 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2908 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3899 members 
Mstep: Class 34 contains 1363 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6364 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99838 members 
Mstep: Class 42 contains 8675 members 
Mstep: Class 43 contains 22548 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779240.000000 Penalty: 100403.789062
Iteration 395Q: 46 clusters Score -1.117792e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 88217 members 
Mstep: Class 3 contains 7136 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54692 members 
Mstep: Class 6 contains 9604 members 
Mstep: Class 7 contains 5256 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 6927 members 
Mstep: Class 10 contains 103291 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 108864 members 
Mstep: Class 13 contains 14717 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6894 members 
Mstep: Class 16 contains 8690 members 
Mstep: Class 17 contains 24661 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5875 members 
Mstep: Class 20 contains 2926 members 
Mstep: Class 21 contains 51567 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4951 members 
Mstep: Class 24 contains 9571 members 
Mstep: Class 25 contains 80706 members 
Mstep: Class 26 contains 34455 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4821 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2907 members 
Mstep: Class 31 contains 4519 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3897 members 
Mstep: Class 34 contains 1363 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6364 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99800 members 
Mstep: Class 42 contains 8656 members 
Mstep: Class 43 contains 22565 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779368.000000 Penalty: 100403.789062
Iteration 396Q: 46 clusters Score -1.117794e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 88270 members 
Mstep: Class 3 contains 7136 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54670 members 
Mstep: Class 6 contains 9604 members 
Mstep: Class 7 contains 5256 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 6924 members 
Mstep: Class 10 contains 103275 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 108902 members 
Mstep: Class 13 contains 14715 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6896 members 
Mstep: Class 16 contains 8688 members 
Mstep: Class 17 contains 24658 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5881 members 
Mstep: Class 20 contains 2926 members 
Mstep: Class 21 contains 51561 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 9573 members 
Mstep: Class 25 contains 80704 members 
Mstep: Class 26 contains 34440 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4820 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2908 members 
Mstep: Class 31 contains 4516 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3896 members 
Mstep: Class 34 contains 1363 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6363 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99774 members 
Mstep: Class 42 contains 8632 members 
Mstep: Class 43 contains 22584 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779232.000000 Penalty: 100403.789062
Iteration 397Q: 46 clusters Score -1.117792e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 88338 members 
Mstep: Class 3 contains 7135 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54654 members 
Mstep: Class 6 contains 9604 members 
Mstep: Class 7 contains 5255 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 6918 members 
Mstep: Class 10 contains 103245 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 108920 members 
Mstep: Class 13 contains 14713 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6898 members 
Mstep: Class 16 contains 8687 members 
Mstep: Class 17 contains 24673 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5888 members 
Mstep: Class 20 contains 2925 members 
Mstep: Class 21 contains 51553 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 9574 members 
Mstep: Class 25 contains 80697 members 
Mstep: Class 26 contains 34420 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4821 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2908 members 
Mstep: Class 31 contains 4516 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3896 members 
Mstep: Class 34 contains 1362 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6362 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99759 members 
Mstep: Class 42 contains 8614 members 
Mstep: Class 43 contains 22585 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779112.000000 Penalty: 100403.789062
Iteration 398Q: 46 clusters Score -1.117791e+08 nChanged 538
Entering ConstructFrom: 
Score: -111779112.000000 Penalty: 100403.789062
Entering ConstructFrom: 
Trying to split cluster 1 (6949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Entering Unmasked Estep 
Score: -865245.500000 Penalty: 1437.532349
	Iteration 0F: 2 clusters Score -865245.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -860081.000000 Penalty: 2875.064697
	Iteration 0F: 3 clusters Score -860081 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -861627.687500 Penalty: 2875.064697
	Iteration 1F: 3 clusters Score -861627.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -861845.562500 Penalty: 2875.064697
	Iteration 2F: 3 clusters Score -861845.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -862017.875000 Penalty: 2875.064697
	Iteration 3Q: 3 clusters Score -862017.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -862189.375000 Penalty: 2875.064697
	Iteration 4Q: 3 clusters Score -862189.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -862348.437500 Penalty: 2875.064697
	Iteration 5Q: 3 clusters Score -862348.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -862545.062500 Penalty: 2875.064697
	Iteration 6Q: 3 clusters Score -862545.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -862778.437500 Penalty: 2875.064697
	Iteration 7Q: 3 clusters Score -862778.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -862986.125000 Penalty: 2875.064697
	Iteration 8Q: 3 clusters Score -862986.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -863188.687500 Penalty: 2875.064697
	Iteration 9Q: 3 clusters Score -863188.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -863366.062500 Penalty: 2875.064697
	Iteration 10Q: 3 clusters Score -863366.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -863521.750000 Penalty: 2875.064697
	Iteration 11Q: 3 clusters Score -863521.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -863639.250000 Penalty: 2875.064697
	Iteration 12Q: 3 clusters Score -863639.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -863729.187500 Penalty: 2875.064697
	Iteration 13Q: 3 clusters Score -863729.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -863788.375000 Penalty: 2875.064697
	Iteration 14Q: 3 clusters Score -863788.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -863835.500000 Penalty: 2875.064697
	Iteration 15Q: 3 clusters Score -863835.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -863869.687500 Penalty: 2875.064697
	Iteration 16Q: 3 clusters Score -863869.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -863897.875000 Penalty: 2875.064697
	Iteration 17Q: 3 clusters Score -863897.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -863914.000000 Penalty: 2875.064697
	Iteration 18Q: 3 clusters Score -863914 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -863933.625000 Penalty: 2875.064697
	Iteration 19Q: 3 clusters Score -863933.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -863952.625000 Penalty: 2875.064697
	Iteration 20F: 3 clusters Score -863952.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -863974.312500 Penalty: 2875.064697
	Iteration 21Q: 3 clusters Score -863974.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -863987.062500 Penalty: 2875.064697
	Iteration 22Q: 3 clusters Score -863987.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -863998.437500 Penalty: 2875.064697
	Iteration 23Q: 3 clusters Score -863998.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -864004.437500 Penalty: 2875.064697
	Iteration 24Q: 3 clusters Score -864004.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -864012.812500 Penalty: 2875.064697
	Iteration 25Q: 3 clusters Score -864012.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -864015.375000 Penalty: 2875.064697
	Iteration 26Q: 3 clusters Score -864015.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -864019.250000 Penalty: 2875.064697
	Iteration 27Q: 3 clusters Score -864019.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -864024.125000 Penalty: 2875.064697
	Iteration 28Q: 3 clusters Score -864024.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -864024.937500 Penalty: 2875.064697
	Iteration 29Q: 3 clusters Score -864024.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -864027.312500 Penalty: 2875.064697
	Iteration 30Q: 3 clusters Score -864027.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -864027.750000 Penalty: 2875.064697
	Iteration 31Q: 3 clusters Score -864027.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -864030.500000 Penalty: 2875.064697
	Iteration 32Q: 3 clusters Score -864030.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -864033.000000 Penalty: 2875.064697
	Iteration 33Q: 3 clusters Score -864033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -864035.937500 Penalty: 2875.064697
	Iteration 34Q: 3 clusters Score -864035.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -864036.312500 Penalty: 2875.064697
	Iteration 35Q: 3 clusters Score -864036.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -864036.312500 Penalty: 2875.064697
	Iteration 36F: 3 clusters Score -864036.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (88401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88401 members 
Entering Unmasked Estep 
Score: -11176346.000000 Penalty: 1850.816284
	Iteration 0F: 2 clusters Score -1.117635e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 44174 members 
Entering Unmasked Estep 
Score: -11117866.000000 Penalty: 3701.632568
	Iteration 0F: 3 clusters Score -1.111787e+07 nChanged 42194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -11142024.000000 Penalty: 3701.632568
	Iteration 1F: 3 clusters Score -1.114202e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -11142552.000000 Penalty: 3701.632568
	Iteration 2Q: 3 clusters Score -1.114255e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -11143198.000000 Penalty: 3701.632568
	Iteration 3Q: 3 clusters Score -1.11432e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48332 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -11144058.000000 Penalty: 3701.632568
	Iteration 4Q: 3 clusters Score -1.114406e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50495 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -11145069.000000 Penalty: 3701.632568
	Iteration 5Q: 3 clusters Score -1.114507e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53680 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -11146825.000000 Penalty: 3701.632568
	Iteration 6Q: 3 clusters Score -1.114682e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58062 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -11149562.000000 Penalty: 3701.632568
	Iteration 7F: 3 clusters Score -1.114956e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63808 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -11153680.000000 Penalty: 3701.632568
	Iteration 8F: 3 clusters Score -1.115368e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70369 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -11159149.000000 Penalty: 3701.632568
	Iteration 9F: 3 clusters Score -1.115915e+07 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76664 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -11164639.000000 Penalty: 3701.632568
	Iteration 10F: 3 clusters Score -1.116464e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81591 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -11169168.000000 Penalty: 3701.632568
	Iteration 11F: 3 clusters Score -1.116917e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84569 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -11172046.000000 Penalty: 3701.632568
	Iteration 12Q: 3 clusters Score -1.117205e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86067 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -11173510.000000 Penalty: 3701.632568
	Iteration 13Q: 3 clusters Score -1.117351e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86731 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -11174231.000000 Penalty: 3701.632568
	Iteration 14Q: 3 clusters Score -1.117423e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87069 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -11174669.000000 Penalty: 3701.632568
	Iteration 15Q: 3 clusters Score -1.117467e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87239 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -11174906.000000 Penalty: 3701.632568
	Iteration 16Q: 3 clusters Score -1.117491e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87344 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -11175035.000000 Penalty: 3701.632568
	Iteration 17Q: 3 clusters Score -1.117504e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87402 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -11175108.000000 Penalty: 3701.632568
	Iteration 18Q: 3 clusters Score -1.117511e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87432 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -11175161.000000 Penalty: 3701.632568
	Iteration 19Q: 3 clusters Score -1.117516e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87453 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -11175224.000000 Penalty: 3701.632568
	Iteration 20F: 3 clusters Score -1.117522e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87468 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -11175238.000000 Penalty: 3701.632568
	Iteration 21Q: 3 clusters Score -1.117524e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87481 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -11175276.000000 Penalty: 3701.632568
	Iteration 22Q: 3 clusters Score -1.117528e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87486 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -11175295.000000 Penalty: 3701.632568
	Iteration 23Q: 3 clusters Score -1.11753e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87488 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -11175300.000000 Penalty: 3701.632568
	Iteration 24Q: 3 clusters Score -1.11753e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87493 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -11175289.000000 Penalty: 3701.632568
	Iteration 25Q: 3 clusters Score -1.117529e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87489 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -11175303.000000 Penalty: 3701.632568
	Iteration 26Q: 3 clusters Score -1.11753e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87489 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -11175301.000000 Penalty: 3701.632568
	Iteration 27Q: 3 clusters Score -1.11753e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87488 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -11175302.000000 Penalty: 3701.632568
	Iteration 28Q: 3 clusters Score -1.11753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87484 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -11175300.000000 Penalty: 3701.632568
	Iteration 29Q: 3 clusters Score -1.11753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87485 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -11175309.000000 Penalty: 3701.632568
	Iteration 30Q: 3 clusters Score -1.117531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87485 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -11175311.000000 Penalty: 3701.632568
	Iteration 31Q: 3 clusters Score -1.117531e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87485 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -11175309.000000 Penalty: 3701.632568
	Iteration 32Q: 3 clusters Score -1.117531e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87486 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -11175309.000000 Penalty: 3701.632568
	Iteration 33Q: 3 clusters Score -1.117531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87483 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -11175321.000000 Penalty: 3701.632568
	Iteration 34Q: 3 clusters Score -1.117532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87485 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -11175323.000000 Penalty: 3701.632568
	Iteration 35Q: 3 clusters Score -1.117532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87486 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -11175324.000000 Penalty: 3701.632568
	Iteration 36Q: 3 clusters Score -1.117532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87485 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -11175330.000000 Penalty: 3701.632568
	Iteration 37Q: 3 clusters Score -1.117533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87485 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -11175330.000000 Penalty: 3701.632568
	Iteration 38F: 3 clusters Score -1.117533e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Entering Unmasked Estep 
Score: -848705.000000 Penalty: 1441.801880
	Iteration 0F: 2 clusters Score -848705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -843394.437500 Penalty: 2883.603760
	Iteration 0F: 3 clusters Score -843394.4 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -845027.187500 Penalty: 2883.603760
	Iteration 1F: 3 clusters Score -845027.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -845283.062500 Penalty: 2883.603760
	Iteration 2F: 3 clusters Score -845283.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -845554.250000 Penalty: 2883.603760
	Iteration 3F: 3 clusters Score -845554.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -845832.125000 Penalty: 2883.603760
	Iteration 4F: 3 clusters Score -845832.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -846143.375000 Penalty: 2883.603760
	Iteration 5F: 3 clusters Score -846143.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -846485.437500 Penalty: 2883.603760
	Iteration 6F: 3 clusters Score -846485.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -846773.687500 Penalty: 2883.603760
	Iteration 7F: 3 clusters Score -846773.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -846998.062500 Penalty: 2883.603760
	Iteration 8Q: 3 clusters Score -846998.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -847167.687500 Penalty: 2883.603760
	Iteration 9Q: 3 clusters Score -847167.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -847333.250000 Penalty: 2883.603760
	Iteration 10Q: 3 clusters Score -847333.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -847462.875000 Penalty: 2883.603760
	Iteration 11Q: 3 clusters Score -847462.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -847570.000000 Penalty: 2883.603760
	Iteration 12Q: 3 clusters Score -847570 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -847652.375000 Penalty: 2883.603760
	Iteration 13Q: 3 clusters Score -847652.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -847728.625000 Penalty: 2883.603760
	Iteration 14Q: 3 clusters Score -847728.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -847782.062500 Penalty: 2883.603760
	Iteration 15Q: 3 clusters Score -847782.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -847814.812500 Penalty: 2883.603760
	Iteration 16Q: 3 clusters Score -847814.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -847844.187500 Penalty: 2883.603760
	Iteration 17Q: 3 clusters Score -847844.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -847867.187500 Penalty: 2883.603760
	Iteration 18Q: 3 clusters Score -847867.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -847889.250000 Penalty: 2883.603760
	Iteration 19Q: 3 clusters Score -847889.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -847904.187500 Penalty: 2883.603760
	Iteration 20F: 3 clusters Score -847904.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -847910.687500 Penalty: 2883.603760
	Iteration 21Q: 3 clusters Score -847910.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -847914.687500 Penalty: 2883.603760
	Iteration 22Q: 3 clusters Score -847914.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -847918.687500 Penalty: 2883.603760
	Iteration 23Q: 3 clusters Score -847918.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -847920.500000 Penalty: 2883.603760
	Iteration 24Q: 3 clusters Score -847920.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -847922.625000 Penalty: 2883.603760
	Iteration 25Q: 3 clusters Score -847922.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -847924.625000 Penalty: 2883.603760
	Iteration 26Q: 3 clusters Score -847924.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -847925.500000 Penalty: 2883.603760
	Iteration 27Q: 3 clusters Score -847925.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -847925.437500 Penalty: 2883.603760
	Iteration 28Q: 3 clusters Score -847925.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -847925.750000 Penalty: 2883.603760
	Iteration 29Q: 3 clusters Score -847925.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -847927.937500 Penalty: 2883.603760
	Iteration 30Q: 3 clusters Score -847927.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -847928.875000 Penalty: 2883.603760
	Iteration 31Q: 3 clusters Score -847928.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -847928.875000 Penalty: 2883.603760
	Iteration 32F: 3 clusters Score -847928.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -53678.867188 Penalty: 1001.196167
	Iteration 0F: 2 clusters Score -53678.87 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 239 members 
Entering Unmasked Estep 
Score: -52759.902344 Penalty: 2002.392334
	Iteration 0F: 3 clusters Score -52759.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -53068.175781 Penalty: 2002.392334
	Iteration 1F: 3 clusters Score -53068.18 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -53257.406250 Penalty: 2002.392334
	Iteration 2F: 3 clusters Score -53257.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -53364.906250 Penalty: 2002.392334
	Iteration 3F: 3 clusters Score -53364.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -53430.929688 Penalty: 2002.392334
	Iteration 4Q: 3 clusters Score -53430.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -53459.859375 Penalty: 2002.392334
	Iteration 5Q: 3 clusters Score -53459.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -53485.058594 Penalty: 2002.392334
	Iteration 6Q: 3 clusters Score -53485.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -53508.839844 Penalty: 2002.392334
	Iteration 7Q: 3 clusters Score -53508.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -53511.421875 Penalty: 2002.392334
	Iteration 8Q: 3 clusters Score -53511.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -53511.421875 Penalty: 2002.392334
	Iteration 9F: 3 clusters Score -53511.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (54639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54639 members 
Entering Unmasked Estep 
Score: -6882599.000000 Penalty: 1772.631836
	Iteration 0F: 2 clusters Score -6882599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -6846053.500000 Penalty: 3545.263672
	Iteration 0F: 3 clusters Score -6846054 nChanged 25779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -6860905.000000 Penalty: 3545.263672
	Iteration 1F: 3 clusters Score -6860905 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -6862012.000000 Penalty: 3545.263672
	Iteration 2Q: 3 clusters Score -6862012 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -6863821.000000 Penalty: 3545.263672
	Iteration 3F: 3 clusters Score -6863821 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -6866611.000000 Penalty: 3545.263672
	Iteration 4F: 3 clusters Score -6866611 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -6870191.000000 Penalty: 3545.263672
	Iteration 5F: 3 clusters Score -6870191 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42716 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -6873782.000000 Penalty: 3545.263672
	Iteration 6F: 3 clusters Score -6873782 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -6876498.500000 Penalty: 3545.263672
	Iteration 7F: 3 clusters Score -6876498 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -6877839.500000 Penalty: 3545.263672
	Iteration 8Q: 3 clusters Score -6877840 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -6878437.500000 Penalty: 3545.263672
	Iteration 9Q: 3 clusters Score -6878438 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -6878805.000000 Penalty: 3545.263672
	Iteration 10Q: 3 clusters Score -6878805 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -6879058.000000 Penalty: 3545.263672
	Iteration 11Q: 3 clusters Score -6879058 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48909 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -6879319.500000 Penalty: 3545.263672
	Iteration 12Q: 3 clusters Score -6879320 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -6879547.500000 Penalty: 3545.263672
	Iteration 13Q: 3 clusters Score -6879548 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -6879745.000000 Penalty: 3545.263672
	Iteration 14Q: 3 clusters Score -6879745 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50388 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -6879923.000000 Penalty: 3545.263672
	Iteration 15Q: 3 clusters Score -6879923 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50819 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -6880086.500000 Penalty: 3545.263672
	Iteration 16Q: 3 clusters Score -6880086 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51216 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -6880256.500000 Penalty: 3545.263672
	Iteration 17Q: 3 clusters Score -6880256 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51572 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -6880381.000000 Penalty: 3545.263672
	Iteration 18Q: 3 clusters Score -6880381 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -6880480.000000 Penalty: 3545.263672
	Iteration 19Q: 3 clusters Score -6880480 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52091 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -6880560.500000 Penalty: 3545.263672
	Iteration 20F: 3 clusters Score -6880560 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -6880638.500000 Penalty: 3545.263672
	Iteration 21Q: 3 clusters Score -6880638 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -6880734.000000 Penalty: 3545.263672
	Iteration 22Q: 3 clusters Score -6880734 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52724 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -6880795.500000 Penalty: 3545.263672
	Iteration 23Q: 3 clusters Score -6880796 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52879 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -6880864.500000 Penalty: 3545.263672
	Iteration 24Q: 3 clusters Score -6880864 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52998 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -6880911.000000 Penalty: 3545.263672
	Iteration 25Q: 3 clusters Score -6880911 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53098 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -6880951.500000 Penalty: 3545.263672
	Iteration 26Q: 3 clusters Score -6880952 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53183 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -6880983.000000 Penalty: 3545.263672
	Iteration 27Q: 3 clusters Score -6880983 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53272 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -6881039.000000 Penalty: 3545.263672
	Iteration 28Q: 3 clusters Score -6881039 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53354 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -6881055.000000 Penalty: 3545.263672
	Iteration 29Q: 3 clusters Score -6881055 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53409 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -6881076.000000 Penalty: 3545.263672
	Iteration 30Q: 3 clusters Score -6881076 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53469 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6881085.500000 Penalty: 3545.263672
	Iteration 31Q: 3 clusters Score -6881086 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53515 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -6881095.500000 Penalty: 3545.263672
	Iteration 32Q: 3 clusters Score -6881096 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53557 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6881120.500000 Penalty: 3545.263672
	Iteration 33Q: 3 clusters Score -6881120 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -6881138.500000 Penalty: 3545.263672
	Iteration 34Q: 3 clusters Score -6881138 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53631 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -6881140.000000 Penalty: 3545.263672
	Iteration 35Q: 3 clusters Score -6881140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53661 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -6881151.500000 Penalty: 3545.263672
	Iteration 36Q: 3 clusters Score -6881152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53677 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6881154.500000 Penalty: 3545.263672
	Iteration 37Q: 3 clusters Score -6881154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53697 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -6881165.000000 Penalty: 3545.263672
	Iteration 38Q: 3 clusters Score -6881165 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53726 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -6881180.500000 Penalty: 3545.263672
	Iteration 39Q: 3 clusters Score -6881180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53750 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6881185.500000 Penalty: 3545.263672
	Iteration 40F: 3 clusters Score -6881186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53766 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -6881194.000000 Penalty: 3545.263672
	Iteration 41Q: 3 clusters Score -6881194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53780 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -6881201.000000 Penalty: 3545.263672
	Iteration 42Q: 3 clusters Score -6881201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53790 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -6881203.500000 Penalty: 3545.263672
	Iteration 43Q: 3 clusters Score -6881204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53798 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6881200.000000 Penalty: 3545.263672
	Iteration 44Q: 3 clusters Score -6881200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53804 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6881201.500000 Penalty: 3545.263672
	Iteration 45Q: 3 clusters Score -6881202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53811 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6881197.000000 Penalty: 3545.263672
	Iteration 46Q: 3 clusters Score -6881197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53816 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6881193.000000 Penalty: 3545.263672
	Iteration 47Q: 3 clusters Score -6881193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53820 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -6881197.000000 Penalty: 3545.263672
	Iteration 48Q: 3 clusters Score -6881197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6881198.000000 Penalty: 3545.263672
	Iteration 49Q: 3 clusters Score -6881198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53832 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6881194.000000 Penalty: 3545.263672
	Iteration 50Q: 3 clusters Score -6881194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53842 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -6881204.500000 Penalty: 3545.263672
	Iteration 51Q: 3 clusters Score -6881204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53854 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6881201.500000 Penalty: 3545.263672
	Iteration 52Q: 3 clusters Score -6881202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -6881206.500000 Penalty: 3545.263672
	Iteration 53Q: 3 clusters Score -6881206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53868 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6881220.500000 Penalty: 3545.263672
	Iteration 54Q: 3 clusters Score -6881220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53871 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6881230.500000 Penalty: 3545.263672
	Iteration 55Q: 3 clusters Score -6881230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53876 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6881229.500000 Penalty: 3545.263672
	Iteration 56Q: 3 clusters Score -6881230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53878 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -6881223.500000 Penalty: 3545.263672
	Iteration 57Q: 3 clusters Score -6881224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53881 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -6881226.000000 Penalty: 3545.263672
	Iteration 58Q: 3 clusters Score -6881226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53883 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6881229.000000 Penalty: 3545.263672
	Iteration 59Q: 3 clusters Score -6881229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53887 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -6881230.500000 Penalty: 3545.263672
	Iteration 60F: 3 clusters Score -6881230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53892 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6881228.000000 Penalty: 3545.263672
	Iteration 61Q: 3 clusters Score -6881228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53894 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6881235.000000 Penalty: 3545.263672
	Iteration 62Q: 3 clusters Score -6881235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53897 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -6881236.000000 Penalty: 3545.263672
	Iteration 63Q: 3 clusters Score -6881236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53903 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6881242.500000 Penalty: 3545.263672
	Iteration 64Q: 3 clusters Score -6881242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53908 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6881247.500000 Penalty: 3545.263672
	Iteration 65Q: 3 clusters Score -6881248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53913 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6881245.500000 Penalty: 3545.263672
	Iteration 66Q: 3 clusters Score -6881246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53916 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6881252.000000 Penalty: 3545.263672
	Iteration 67Q: 3 clusters Score -6881252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53916 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6881252.000000 Penalty: 3545.263672
	Iteration 68F: 3 clusters Score -6881252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Entering Unmasked Estep 
Score: -1208723.875000 Penalty: 1490.114502
	Iteration 0F: 2 clusters Score -1208724 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 4698 members 
Entering Unmasked Estep 
Score: -1201830.375000 Penalty: 2980.229004
	Iteration 0F: 3 clusters Score -1201830 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1204137.000000 Penalty: 2980.229004
	Iteration 1F: 3 clusters Score -1204137 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1204407.625000 Penalty: 2980.229004
	Iteration 2F: 3 clusters Score -1204408 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1204643.750000 Penalty: 2980.229004
	Iteration 3F: 3 clusters Score -1204644 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1204856.625000 Penalty: 2980.229004
	Iteration 4Q: 3 clusters Score -1204857 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1205078.125000 Penalty: 2980.229004
	Iteration 5Q: 3 clusters Score -1205078 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1205266.125000 Penalty: 2980.229004
	Iteration 6Q: 3 clusters Score -1205266 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1205453.375000 Penalty: 2980.229004
	Iteration 7Q: 3 clusters Score -1205453 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1205652.250000 Penalty: 2980.229004
	Iteration 8Q: 3 clusters Score -1205652 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1205855.375000 Penalty: 2980.229004
	Iteration 9Q: 3 clusters Score -1205855 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1206043.625000 Penalty: 2980.229004
	Iteration 10Q: 3 clusters Score -1206044 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1206198.250000 Penalty: 2980.229004
	Iteration 11Q: 3 clusters Score -1206198 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1206329.125000 Penalty: 2980.229004
	Iteration 12Q: 3 clusters Score -1206329 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1206445.500000 Penalty: 2980.229004
	Iteration 13Q: 3 clusters Score -1206446 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1206562.375000 Penalty: 2980.229004
	Iteration 14Q: 3 clusters Score -1206562 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1206672.125000 Penalty: 2980.229004
	Iteration 15Q: 3 clusters Score -1206672 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1206767.125000 Penalty: 2980.229004
	Iteration 16Q: 3 clusters Score -1206767 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1206850.125000 Penalty: 2980.229004
	Iteration 17Q: 3 clusters Score -1206850 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1206942.250000 Penalty: 2980.229004
	Iteration 18Q: 3 clusters Score -1206942 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1207028.500000 Penalty: 2980.229004
	Iteration 19Q: 3 clusters Score -1207028 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1207101.125000 Penalty: 2980.229004
	Iteration 20F: 3 clusters Score -1207101 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1207181.750000 Penalty: 2980.229004
	Iteration 21Q: 3 clusters Score -1207182 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1207253.375000 Penalty: 2980.229004
	Iteration 22Q: 3 clusters Score -1207253 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1207317.250000 Penalty: 2980.229004
	Iteration 23Q: 3 clusters Score -1207317 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1207389.625000 Penalty: 2980.229004
	Iteration 24Q: 3 clusters Score -1207390 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1207453.375000 Penalty: 2980.229004
	Iteration 25Q: 3 clusters Score -1207453 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1207501.500000 Penalty: 2980.229004
	Iteration 26Q: 3 clusters Score -1207502 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1207537.625000 Penalty: 2980.229004
	Iteration 27Q: 3 clusters Score -1207538 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1207556.750000 Penalty: 2980.229004
	Iteration 28Q: 3 clusters Score -1207557 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1207583.750000 Penalty: 2980.229004
	Iteration 29Q: 3 clusters Score -1207584 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1207604.250000 Penalty: 2980.229004
	Iteration 30Q: 3 clusters Score -1207604 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1207627.750000 Penalty: 2980.229004
	Iteration 31Q: 3 clusters Score -1207628 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1207649.500000 Penalty: 2980.229004
	Iteration 32Q: 3 clusters Score -1207650 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1207667.500000 Penalty: 2980.229004
	Iteration 33Q: 3 clusters Score -1207668 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1207677.875000 Penalty: 2980.229004
	Iteration 34Q: 3 clusters Score -1207678 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1207696.375000 Penalty: 2980.229004
	Iteration 35Q: 3 clusters Score -1207696 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1207707.625000 Penalty: 2980.229004
	Iteration 36Q: 3 clusters Score -1207708 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1207728.250000 Penalty: 2980.229004
	Iteration 37Q: 3 clusters Score -1207728 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1207743.250000 Penalty: 2980.229004
	Iteration 38Q: 3 clusters Score -1207743 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1207756.875000 Penalty: 2980.229004
	Iteration 39Q: 3 clusters Score -1207757 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1207767.125000 Penalty: 2980.229004
	Iteration 40F: 3 clusters Score -1207767 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1207775.500000 Penalty: 2980.229004
	Iteration 41Q: 3 clusters Score -1207776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1207785.875000 Penalty: 2980.229004
	Iteration 42Q: 3 clusters Score -1207786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1207797.500000 Penalty: 2980.229004
	Iteration 43Q: 3 clusters Score -1207798 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1207809.250000 Penalty: 2980.229004
	Iteration 44Q: 3 clusters Score -1207809 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1207820.375000 Penalty: 2980.229004
	Iteration 45Q: 3 clusters Score -1207820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1207826.500000 Penalty: 2980.229004
	Iteration 46Q: 3 clusters Score -1207826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1207833.750000 Penalty: 2980.229004
	Iteration 47Q: 3 clusters Score -1207834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1207843.875000 Penalty: 2980.229004
	Iteration 48Q: 3 clusters Score -1207844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1207857.375000 Penalty: 2980.229004
	Iteration 49Q: 3 clusters Score -1207857 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1207865.125000 Penalty: 2980.229004
	Iteration 50Q: 3 clusters Score -1207865 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1207873.750000 Penalty: 2980.229004
	Iteration 51Q: 3 clusters Score -1207874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1207879.375000 Penalty: 2980.229004
	Iteration 52Q: 3 clusters Score -1207879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1207881.500000 Penalty: 2980.229004
	Iteration 53Q: 3 clusters Score -1207882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1207892.125000 Penalty: 2980.229004
	Iteration 54Q: 3 clusters Score -1207892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1207894.750000 Penalty: 2980.229004
	Iteration 55Q: 3 clusters Score -1207895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1207903.125000 Penalty: 2980.229004
	Iteration 56Q: 3 clusters Score -1207903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1207911.750000 Penalty: 2980.229004
	Iteration 57Q: 3 clusters Score -1207912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1207917.750000 Penalty: 2980.229004
	Iteration 58Q: 3 clusters Score -1207918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1207931.625000 Penalty: 2980.229004
	Iteration 59Q: 3 clusters Score -1207932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1207935.750000 Penalty: 2980.229004
	Iteration 60F: 3 clusters Score -1207936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1207946.375000 Penalty: 2980.229004
	Iteration 61Q: 3 clusters Score -1207946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1207947.375000 Penalty: 2980.229004
	Iteration 62Q: 3 clusters Score -1207947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1207954.500000 Penalty: 2980.229004
	Iteration 63Q: 3 clusters Score -1207954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1207953.250000 Penalty: 2980.229004
	Iteration 64Q: 3 clusters Score -1207953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1207955.750000 Penalty: 2980.229004
	Iteration 65Q: 3 clusters Score -1207956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1207960.250000 Penalty: 2980.229004
	Iteration 66Q: 3 clusters Score -1207960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1207959.750000 Penalty: 2980.229004
	Iteration 67Q: 3 clusters Score -1207960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1207959.625000 Penalty: 2980.229004
	Iteration 68Q: 3 clusters Score -1207960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1207959.875000 Penalty: 2980.229004
	Iteration 69Q: 3 clusters Score -1207960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1207963.375000 Penalty: 2980.229004
	Iteration 70Q: 3 clusters Score -1207963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1207964.250000 Penalty: 2980.229004
	Iteration 71Q: 3 clusters Score -1207964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1207969.375000 Penalty: 2980.229004
	Iteration 72Q: 3 clusters Score -1207969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1207974.375000 Penalty: 2980.229004
	Iteration 73Q: 3 clusters Score -1207974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1207977.875000 Penalty: 2980.229004
	Iteration 74Q: 3 clusters Score -1207978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1207980.250000 Penalty: 2980.229004
	Iteration 75Q: 3 clusters Score -1207980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1207981.500000 Penalty: 2980.229004
	Iteration 76Q: 3 clusters Score -1207982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1207980.750000 Penalty: 2980.229004
	Iteration 77Q: 3 clusters Score -1207981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1207982.750000 Penalty: 2980.229004
	Iteration 78Q: 3 clusters Score -1207983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1207983.875000 Penalty: 2980.229004
	Iteration 79Q: 3 clusters Score -1207984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1207983.625000 Penalty: 2980.229004
	Iteration 80F: 3 clusters Score -1207984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1207986.625000 Penalty: 2980.229004
	Iteration 81Q: 3 clusters Score -1207987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1207987.125000 Penalty: 2980.229004
	Iteration 82Q: 3 clusters Score -1207987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1207987.500000 Penalty: 2980.229004
	Iteration 83Q: 3 clusters Score -1207988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1207988.250000 Penalty: 2980.229004
	Iteration 84Q: 3 clusters Score -1207988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1207990.250000 Penalty: 2980.229004
	Iteration 85Q: 3 clusters Score -1207990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1207989.250000 Penalty: 2980.229004
	Iteration 86Q: 3 clusters Score -1207989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1207991.250000 Penalty: 2980.229004
	Iteration 87Q: 3 clusters Score -1207991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1207990.375000 Penalty: 2980.229004
	Iteration 88Q: 3 clusters Score -1207990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1207989.375000 Penalty: 2980.229004
	Iteration 89Q: 3 clusters Score -1207989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1207990.625000 Penalty: 2980.229004
	Iteration 90Q: 3 clusters Score -1207991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1207993.250000 Penalty: 2980.229004
	Iteration 91Q: 3 clusters Score -1207993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1207996.750000 Penalty: 2980.229004
	Iteration 92Q: 3 clusters Score -1207997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1208000.000000 Penalty: 2980.229004
	Iteration 93Q: 3 clusters Score -1208000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1208000.000000 Penalty: 2980.229004
	Iteration 94Q: 3 clusters Score -1208000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1208000.500000 Penalty: 2980.229004
	Iteration 95Q: 3 clusters Score -1208000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1208000.500000 Penalty: 2980.229004
	Iteration 96F: 3 clusters Score -1208000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Entering Unmasked Estep 
Score: -651341.625000 Penalty: 1392.127075
	Iteration 0F: 2 clusters Score -651341.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -647142.937500 Penalty: 2784.254150
	Iteration 0F: 3 clusters Score -647142.9 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -648409.312500 Penalty: 2784.254150
	Iteration 1F: 3 clusters Score -648409.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -648683.875000 Penalty: 2784.254150
	Iteration 2F: 3 clusters Score -648683.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -648850.562500 Penalty: 2784.254150
	Iteration 3F: 3 clusters Score -648850.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -648965.250000 Penalty: 2784.254150
	Iteration 4Q: 3 clusters Score -648965.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -649047.875000 Penalty: 2784.254150
	Iteration 5Q: 3 clusters Score -649047.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -649130.687500 Penalty: 2784.254150
	Iteration 6Q: 3 clusters Score -649130.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -649214.687500 Penalty: 2784.254150
	Iteration 7Q: 3 clusters Score -649214.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -649293.375000 Penalty: 2784.254150
	Iteration 8Q: 3 clusters Score -649293.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -649367.625000 Penalty: 2784.254150
	Iteration 9Q: 3 clusters Score -649367.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -649442.187500 Penalty: 2784.254150
	Iteration 10Q: 3 clusters Score -649442.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -649519.625000 Penalty: 2784.254150
	Iteration 11Q: 3 clusters Score -649519.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -649584.500000 Penalty: 2784.254150
	Iteration 12Q: 3 clusters Score -649584.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -649638.750000 Penalty: 2784.254150
	Iteration 13Q: 3 clusters Score -649638.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -649681.187500 Penalty: 2784.254150
	Iteration 14Q: 3 clusters Score -649681.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -649720.125000 Penalty: 2784.254150
	Iteration 15Q: 3 clusters Score -649720.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -649756.687500 Penalty: 2784.254150
	Iteration 16Q: 3 clusters Score -649756.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -649799.562500 Penalty: 2784.254150
	Iteration 17Q: 3 clusters Score -649799.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -649843.125000 Penalty: 2784.254150
	Iteration 18Q: 3 clusters Score -649843.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -649883.187500 Penalty: 2784.254150
	Iteration 19Q: 3 clusters Score -649883.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -649913.875000 Penalty: 2784.254150
	Iteration 20F: 3 clusters Score -649913.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -649933.125000 Penalty: 2784.254150
	Iteration 21Q: 3 clusters Score -649933.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -649946.625000 Penalty: 2784.254150
	Iteration 22Q: 3 clusters Score -649946.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -649960.000000 Penalty: 2784.254150
	Iteration 23Q: 3 clusters Score -649960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -649969.062500 Penalty: 2784.254150
	Iteration 24Q: 3 clusters Score -649969.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -649978.687500 Penalty: 2784.254150
	Iteration 25Q: 3 clusters Score -649978.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -649985.687500 Penalty: 2784.254150
	Iteration 26Q: 3 clusters Score -649985.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -649991.125000 Penalty: 2784.254150
	Iteration 27Q: 3 clusters Score -649991.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -649996.937500 Penalty: 2784.254150
	Iteration 28Q: 3 clusters Score -649996.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -650004.937500 Penalty: 2784.254150
	Iteration 29Q: 3 clusters Score -650004.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -650013.437500 Penalty: 2784.254150
	Iteration 30Q: 3 clusters Score -650013.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -650020.000000 Penalty: 2784.254150
	Iteration 31Q: 3 clusters Score -650020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -650027.312500 Penalty: 2784.254150
	Iteration 32Q: 3 clusters Score -650027.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -650032.500000 Penalty: 2784.254150
	Iteration 33Q: 3 clusters Score -650032.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -650040.187500 Penalty: 2784.254150
	Iteration 34Q: 3 clusters Score -650040.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -650048.812500 Penalty: 2784.254150
	Iteration 35Q: 3 clusters Score -650048.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -650057.000000 Penalty: 2784.254150
	Iteration 36Q: 3 clusters Score -650057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -650063.125000 Penalty: 2784.254150
	Iteration 37Q: 3 clusters Score -650063.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -650068.000000 Penalty: 2784.254150
	Iteration 38Q: 3 clusters Score -650068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -650074.187500 Penalty: 2784.254150
	Iteration 39Q: 3 clusters Score -650074.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -650079.687500 Penalty: 2784.254150
	Iteration 40F: 3 clusters Score -650079.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -650087.000000 Penalty: 2784.254150
	Iteration 41Q: 3 clusters Score -650087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -650092.812500 Penalty: 2784.254150
	Iteration 42Q: 3 clusters Score -650092.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -650097.125000 Penalty: 2784.254150
	Iteration 43Q: 3 clusters Score -650097.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -650098.625000 Penalty: 2784.254150
	Iteration 44Q: 3 clusters Score -650098.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -650100.187500 Penalty: 2784.254150
	Iteration 45Q: 3 clusters Score -650100.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -650100.812500 Penalty: 2784.254150
	Iteration 46Q: 3 clusters Score -650100.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -650101.937500 Penalty: 2784.254150
	Iteration 47Q: 3 clusters Score -650101.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -650104.562500 Penalty: 2784.254150
	Iteration 48Q: 3 clusters Score -650104.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -650107.562500 Penalty: 2784.254150
	Iteration 49Q: 3 clusters Score -650107.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -650107.625000 Penalty: 2784.254150
	Iteration 50Q: 3 clusters Score -650107.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -650111.125000 Penalty: 2784.254150
	Iteration 51Q: 3 clusters Score -650111.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -650113.562500 Penalty: 2784.254150
	Iteration 52Q: 3 clusters Score -650113.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -650114.500000 Penalty: 2784.254150
	Iteration 53Q: 3 clusters Score -650114.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -650116.500000 Penalty: 2784.254150
	Iteration 54Q: 3 clusters Score -650116.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -650116.875000 Penalty: 2784.254150
	Iteration 55Q: 3 clusters Score -650116.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -650117.187500 Penalty: 2784.254150
	Iteration 56Q: 3 clusters Score -650117.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -650117.750000 Penalty: 2784.254150
	Iteration 57Q: 3 clusters Score -650117.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -650118.125000 Penalty: 2784.254150
	Iteration 58Q: 3 clusters Score -650118.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -650118.812500 Penalty: 2784.254150
	Iteration 59Q: 3 clusters Score -650118.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -650121.812500 Penalty: 2784.254150
	Iteration 60F: 3 clusters Score -650121.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -650121.187500 Penalty: 2784.254150
	Iteration 61Q: 3 clusters Score -650121.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -650122.000000 Penalty: 2784.254150
	Iteration 62Q: 3 clusters Score -650122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -650123.000000 Penalty: 2784.254150
	Iteration 63Q: 3 clusters Score -650123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -650123.437500 Penalty: 2784.254150
	Iteration 64Q: 3 clusters Score -650123.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -650123.562500 Penalty: 2784.254150
	Iteration 65Q: 3 clusters Score -650123.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -650123.562500 Penalty: 2784.254150
	Iteration 66F: 3 clusters Score -650123.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Entering Unmasked Estep 
Score: -197340.781250 Penalty: 1214.188965
	Iteration 0F: 2 clusters Score -197340.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -195429.656250 Penalty: 2428.377930
	Iteration 0F: 3 clusters Score -195429.7 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -195970.031250 Penalty: 2428.377930
	Iteration 1F: 3 clusters Score -195970 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -196194.546875 Penalty: 2428.377930
	Iteration 2F: 3 clusters Score -196194.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -196368.531250 Penalty: 2428.377930
	Iteration 3F: 3 clusters Score -196368.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -196479.546875 Penalty: 2428.377930
	Iteration 4Q: 3 clusters Score -196479.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -196551.609375 Penalty: 2428.377930
	Iteration 5Q: 3 clusters Score -196551.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -196621.375000 Penalty: 2428.377930
	Iteration 6Q: 3 clusters Score -196621.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -196699.453125 Penalty: 2428.377930
	Iteration 7Q: 3 clusters Score -196699.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -196765.921875 Penalty: 2428.377930
	Iteration 8Q: 3 clusters Score -196765.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -196808.062500 Penalty: 2428.377930
	Iteration 9Q: 3 clusters Score -196808.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -196836.359375 Penalty: 2428.377930
	Iteration 10Q: 3 clusters Score -196836.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -196854.093750 Penalty: 2428.377930
	Iteration 11Q: 3 clusters Score -196854.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -196865.781250 Penalty: 2428.377930
	Iteration 12Q: 3 clusters Score -196865.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -196877.203125 Penalty: 2428.377930
	Iteration 13Q: 3 clusters Score -196877.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -196891.656250 Penalty: 2428.377930
	Iteration 14Q: 3 clusters Score -196891.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -196906.609375 Penalty: 2428.377930
	Iteration 15Q: 3 clusters Score -196906.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -196925.656250 Penalty: 2428.377930
	Iteration 16Q: 3 clusters Score -196925.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -196937.843750 Penalty: 2428.377930
	Iteration 17Q: 3 clusters Score -196937.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -196959.546875 Penalty: 2428.377930
	Iteration 18Q: 3 clusters Score -196959.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -197001.328125 Penalty: 2428.377930
	Iteration 19Q: 3 clusters Score -197001.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -197034.593750 Penalty: 2428.377930
	Iteration 20F: 3 clusters Score -197034.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -197058.343750 Penalty: 2428.377930
	Iteration 21Q: 3 clusters Score -197058.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -197076.375000 Penalty: 2428.377930
	Iteration 22Q: 3 clusters Score -197076.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -197084.906250 Penalty: 2428.377930
	Iteration 23Q: 3 clusters Score -197084.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -197088.171875 Penalty: 2428.377930
	Iteration 24Q: 3 clusters Score -197088.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -197089.593750 Penalty: 2428.377930
	Iteration 25Q: 3 clusters Score -197089.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -197091.281250 Penalty: 2428.377930
	Iteration 26Q: 3 clusters Score -197091.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -197091.437500 Penalty: 2428.377930
	Iteration 27Q: 3 clusters Score -197091.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -197091.437500 Penalty: 2428.377930
	Iteration 28F: 3 clusters Score -197091.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Entering Unmasked Estep 
Score: -880284.500000 Penalty: 1436.594238
	Iteration 0F: 2 clusters Score -880284.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -875032.562500 Penalty: 2873.188477
	Iteration 0F: 3 clusters Score -875032.6 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -876663.625000 Penalty: 2873.188477
	Iteration 1F: 3 clusters Score -876663.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -876886.437500 Penalty: 2873.188477
	Iteration 2F: 3 clusters Score -876886.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -877052.625000 Penalty: 2873.188477
	Iteration 3Q: 3 clusters Score -877052.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -877215.125000 Penalty: 2873.188477
	Iteration 4Q: 3 clusters Score -877215.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -877383.687500 Penalty: 2873.188477
	Iteration 5Q: 3 clusters Score -877383.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -877587.812500 Penalty: 2873.188477
	Iteration 6Q: 3 clusters Score -877587.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -877793.937500 Penalty: 2873.188477
	Iteration 7Q: 3 clusters Score -877793.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -878008.312500 Penalty: 2873.188477
	Iteration 8Q: 3 clusters Score -878008.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -878231.062500 Penalty: 2873.188477
	Iteration 9Q: 3 clusters Score -878231.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -878413.000000 Penalty: 2873.188477
	Iteration 10Q: 3 clusters Score -878413 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -878573.500000 Penalty: 2873.188477
	Iteration 11Q: 3 clusters Score -878573.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -878699.875000 Penalty: 2873.188477
	Iteration 12Q: 3 clusters Score -878699.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -878797.125000 Penalty: 2873.188477
	Iteration 13Q: 3 clusters Score -878797.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -878847.625000 Penalty: 2873.188477
	Iteration 14Q: 3 clusters Score -878847.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -878892.875000 Penalty: 2873.188477
	Iteration 15Q: 3 clusters Score -878892.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -878918.687500 Penalty: 2873.188477
	Iteration 16Q: 3 clusters Score -878918.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -878943.000000 Penalty: 2873.188477
	Iteration 17Q: 3 clusters Score -878943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -878970.312500 Penalty: 2873.188477
	Iteration 18Q: 3 clusters Score -878970.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -878995.750000 Penalty: 2873.188477
	Iteration 19Q: 3 clusters Score -878995.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -879004.625000 Penalty: 2873.188477
	Iteration 20F: 3 clusters Score -879004.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -879011.187500 Penalty: 2873.188477
	Iteration 21Q: 3 clusters Score -879011.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -879016.375000 Penalty: 2873.188477
	Iteration 22Q: 3 clusters Score -879016.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -879020.250000 Penalty: 2873.188477
	Iteration 23Q: 3 clusters Score -879020.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -879023.000000 Penalty: 2873.188477
	Iteration 24Q: 3 clusters Score -879023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -879025.437500 Penalty: 2873.188477
	Iteration 25Q: 3 clusters Score -879025.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -879026.750000 Penalty: 2873.188477
	Iteration 26Q: 3 clusters Score -879026.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -879029.750000 Penalty: 2873.188477
	Iteration 27Q: 3 clusters Score -879029.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -879032.375000 Penalty: 2873.188477
	Iteration 28Q: 3 clusters Score -879032.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -879035.125000 Penalty: 2873.188477
	Iteration 29Q: 3 clusters Score -879035.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -879035.812500 Penalty: 2873.188477
	Iteration 30Q: 3 clusters Score -879035.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -879036.125000 Penalty: 2873.188477
	Iteration 31Q: 3 clusters Score -879036.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -879039.875000 Penalty: 2873.188477
	Iteration 32Q: 3 clusters Score -879039.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -879043.812500 Penalty: 2873.188477
	Iteration 33Q: 3 clusters Score -879043.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -879050.437500 Penalty: 2873.188477
	Iteration 34Q: 3 clusters Score -879050.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -879056.187500 Penalty: 2873.188477
	Iteration 35Q: 3 clusters Score -879056.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -879059.875000 Penalty: 2873.188477
	Iteration 36Q: 3 clusters Score -879059.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -879060.812500 Penalty: 2873.188477
	Iteration 37Q: 3 clusters Score -879060.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -879061.937500 Penalty: 2873.188477
	Iteration 38Q: 3 clusters Score -879061.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -879061.937500 Penalty: 2873.188477
	Iteration 39F: 3 clusters Score -879061.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (103222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103222 members 
Entering Unmasked Estep 
Score: -12942149.000000 Penalty: 1876.003662
	Iteration 0F: 2 clusters Score -1.294215e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51829 members 
Mstep: Class 2 contains 51393 members 
Entering Unmasked Estep 
Score: -12875496.000000 Penalty: 3752.007324
	Iteration 0F: 3 clusters Score -1.28755e+07 nChanged 49204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54809 members 
Mstep: Class 2 contains 48413 members 
Entering Unmasked Estep 
Score: -12903678.000000 Penalty: 3752.007324
	Iteration 1F: 3 clusters Score -1.290368e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56866 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -12904637.000000 Penalty: 3752.007324
	Iteration 2Q: 3 clusters Score -1.290464e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59911 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -12905956.000000 Penalty: 3752.007324
	Iteration 3Q: 3 clusters Score -1.290596e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64402 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -12908323.000000 Penalty: 3752.007324
	Iteration 4Q: 3 clusters Score -1.290832e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70592 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -12912410.000000 Penalty: 3752.007324
	Iteration 5F: 3 clusters Score -1.291241e+07 nChanged 7906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78448 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -12918790.000000 Penalty: 3752.007324
	Iteration 6F: 3 clusters Score -1.291879e+07 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86867 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -12926427.000000 Penalty: 3752.007324
	Iteration 7F: 3 clusters Score -1.292643e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93797 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -12933166.000000 Penalty: 3752.007324
	Iteration 8F: 3 clusters Score -1.293317e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98170 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -12937225.000000 Penalty: 3752.007324
	Iteration 9Q: 3 clusters Score -1.293722e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100606 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -12939175.000000 Penalty: 3752.007324
	Iteration 10Q: 3 clusters Score -1.293918e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101814 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -12939880.000000 Penalty: 3752.007324
	Iteration 11Q: 3 clusters Score -1.293988e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102382 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -12940186.000000 Penalty: 3752.007324
	Iteration 12Q: 3 clusters Score -1.294019e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102637 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -12940334.000000 Penalty: 3752.007324
	Iteration 13Q: 3 clusters Score -1.294033e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102747 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -12940415.000000 Penalty: 3752.007324
	Iteration 14Q: 3 clusters Score -1.294042e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102803 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -12940477.000000 Penalty: 3752.007324
	Iteration 15Q: 3 clusters Score -1.294048e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102832 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -12940510.000000 Penalty: 3752.007324
	Iteration 16Q: 3 clusters Score -1.294051e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102851 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -12940529.000000 Penalty: 3752.007324
	Iteration 17Q: 3 clusters Score -1.294053e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102861 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -12940530.000000 Penalty: 3752.007324
	Iteration 18Q: 3 clusters Score -1.294053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102864 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -12940530.000000 Penalty: 3752.007324
	Iteration 19Q: 3 clusters Score -1.294053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102873 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -12940536.000000 Penalty: 3752.007324
	Iteration 20F: 3 clusters Score -1.294054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102880 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -12940543.000000 Penalty: 3752.007324
	Iteration 21Q: 3 clusters Score -1.294054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102881 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -12940543.000000 Penalty: 3752.007324
	Iteration 22Q: 3 clusters Score -1.294054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102885 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -12940546.000000 Penalty: 3752.007324
	Iteration 23Q: 3 clusters Score -1.294055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102888 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -12940553.000000 Penalty: 3752.007324
	Iteration 24Q: 3 clusters Score -1.294055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102889 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -12940556.000000 Penalty: 3752.007324
	Iteration 25Q: 3 clusters Score -1.294056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102890 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -12940553.000000 Penalty: 3752.007324
	Iteration 26Q: 3 clusters Score -1.294055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102891 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -12940551.000000 Penalty: 3752.007324
	Iteration 27Q: 3 clusters Score -1.294055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102892 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -12940551.000000 Penalty: 3752.007324
	Iteration 28Q: 3 clusters Score -1.294055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102892 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -12940551.000000 Penalty: 3752.007324
	Iteration 29F: 3 clusters Score -1.294055e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Entering Unmasked Estep 
Score: -1179669.750000 Penalty: 1487.539185
	Iteration 0F: 2 clusters Score -1179670 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 4711 members 
Entering Unmasked Estep 
Score: -1172863.750000 Penalty: 2975.078369
	Iteration 0F: 3 clusters Score -1172864 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1175293.500000 Penalty: 2975.078369
	Iteration 1F: 3 clusters Score -1175294 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1175974.625000 Penalty: 2975.078369
	Iteration 2F: 3 clusters Score -1175975 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1176832.875000 Penalty: 2975.078369
	Iteration 3F: 3 clusters Score -1176833 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1177565.625000 Penalty: 2975.078369
	Iteration 4F: 3 clusters Score -1177566 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1178071.250000 Penalty: 2975.078369
	Iteration 5F: 3 clusters Score -1178071 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1178379.375000 Penalty: 2975.078369
	Iteration 6F: 3 clusters Score -1178379 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1178544.125000 Penalty: 2975.078369
	Iteration 7Q: 3 clusters Score -1178544 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1178624.500000 Penalty: 2975.078369
	Iteration 8Q: 3 clusters Score -1178624 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1178664.625000 Penalty: 2975.078369
	Iteration 9Q: 3 clusters Score -1178665 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1178686.750000 Penalty: 2975.078369
	Iteration 10Q: 3 clusters Score -1178687 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1178704.625000 Penalty: 2975.078369
	Iteration 11Q: 3 clusters Score -1178705 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1178716.750000 Penalty: 2975.078369
	Iteration 12Q: 3 clusters Score -1178717 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1178728.125000 Penalty: 2975.078369
	Iteration 13Q: 3 clusters Score -1178728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1178733.000000 Penalty: 2975.078369
	Iteration 14Q: 3 clusters Score -1178733 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1178740.125000 Penalty: 2975.078369
	Iteration 15Q: 3 clusters Score -1178740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1178741.500000 Penalty: 2975.078369
	Iteration 16Q: 3 clusters Score -1178742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1178747.000000 Penalty: 2975.078369
	Iteration 17Q: 3 clusters Score -1178747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1178752.000000 Penalty: 2975.078369
	Iteration 18Q: 3 clusters Score -1178752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1178754.000000 Penalty: 2975.078369
	Iteration 19Q: 3 clusters Score -1178754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1178755.000000 Penalty: 2975.078369
	Iteration 20F: 3 clusters Score -1178755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1178756.875000 Penalty: 2975.078369
	Iteration 21Q: 3 clusters Score -1178757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1178762.750000 Penalty: 2975.078369
	Iteration 22Q: 3 clusters Score -1178763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1178763.875000 Penalty: 2975.078369
	Iteration 23Q: 3 clusters Score -1178764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1178763.625000 Penalty: 2975.078369
	Iteration 24Q: 3 clusters Score -1178764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1178763.375000 Penalty: 2975.078369
	Iteration 25Q: 3 clusters Score -1178763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1178764.375000 Penalty: 2975.078369
	Iteration 26Q: 3 clusters Score -1178764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1178765.875000 Penalty: 2975.078369
	Iteration 27Q: 3 clusters Score -1178766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1178769.000000 Penalty: 2975.078369
	Iteration 28Q: 3 clusters Score -1178769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1178771.375000 Penalty: 2975.078369
	Iteration 29Q: 3 clusters Score -1178771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1178770.375000 Penalty: 2975.078369
	Iteration 30Q: 3 clusters Score -1178770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1178771.250000 Penalty: 2975.078369
	Iteration 31Q: 3 clusters Score -1178771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1178771.500000 Penalty: 2975.078369
	Iteration 32Q: 3 clusters Score -1178772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1178772.125000 Penalty: 2975.078369
	Iteration 33Q: 3 clusters Score -1178772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1178772.375000 Penalty: 2975.078369
	Iteration 34Q: 3 clusters Score -1178772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1178773.000000 Penalty: 2975.078369
	Iteration 35Q: 3 clusters Score -1178773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1178773.375000 Penalty: 2975.078369
	Iteration 36Q: 3 clusters Score -1178773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1178773.625000 Penalty: 2975.078369
	Iteration 37Q: 3 clusters Score -1178774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1178773.625000 Penalty: 2975.078369
	Iteration 38F: 3 clusters Score -1178774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (108964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108964 members 
Entering Unmasked Estep 
Score: -13667584.000000 Penalty: 1884.800659
	Iteration 0F: 2 clusters Score -1.366758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54577 members 
Mstep: Class 2 contains 54387 members 
Entering Unmasked Estep 
Score: -13597635.000000 Penalty: 3769.601318
	Iteration 0F: 3 clusters Score -1.359764e+07 nChanged 52243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55860 members 
Mstep: Class 2 contains 53104 members 
Entering Unmasked Estep 
Score: -13627897.000000 Penalty: 3769.601318
	Iteration 1F: 3 clusters Score -1.36279e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56696 members 
Mstep: Class 2 contains 52268 members 
Entering Unmasked Estep 
Score: -13629332.000000 Penalty: 3769.601318
	Iteration 2Q: 3 clusters Score -1.362933e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58112 members 
Mstep: Class 2 contains 50852 members 
Entering Unmasked Estep 
Score: -13631463.000000 Penalty: 3769.601318
	Iteration 3Q: 3 clusters Score -1.363146e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60366 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -13635424.000000 Penalty: 3769.601318
	Iteration 4F: 3 clusters Score -1.363542e+07 nChanged 8017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63531 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -13641249.000000 Penalty: 3769.601318
	Iteration 5F: 3 clusters Score -1.364125e+07 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66998 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -13648996.000000 Penalty: 3769.601318
	Iteration 6F: 3 clusters Score -1.3649e+07 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69534 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -13655715.000000 Penalty: 3769.601318
	Iteration 7F: 3 clusters Score -1.365572e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70669 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -13658479.000000 Penalty: 3769.601318
	Iteration 8F: 3 clusters Score -1.365848e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71311 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -13659297.000000 Penalty: 3769.601318
	Iteration 9Q: 3 clusters Score -1.36593e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71722 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -13659655.000000 Penalty: 3769.601318
	Iteration 10Q: 3 clusters Score -1.365966e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72011 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -13659943.000000 Penalty: 3769.601318
	Iteration 11Q: 3 clusters Score -1.365994e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72267 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -13660246.000000 Penalty: 3769.601318
	Iteration 12Q: 3 clusters Score -1.366025e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72427 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -13660441.000000 Penalty: 3769.601318
	Iteration 13Q: 3 clusters Score -1.366044e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72539 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -13660567.000000 Penalty: 3769.601318
	Iteration 14Q: 3 clusters Score -1.366057e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72570 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -13660584.000000 Penalty: 3769.601318
	Iteration 15Q: 3 clusters Score -1.366058e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72565 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -13660694.000000 Penalty: 3769.601318
	Iteration 16Q: 3 clusters Score -1.366069e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72535 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -13660712.000000 Penalty: 3769.601318
	Iteration 17Q: 3 clusters Score -1.366071e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72510 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -13660817.000000 Penalty: 3769.601318
	Iteration 18Q: 3 clusters Score -1.366082e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72455 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -13660823.000000 Penalty: 3769.601318
	Iteration 19Q: 3 clusters Score -1.366082e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72369 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -13660815.000000 Penalty: 3769.601318
	Iteration 20F: 3 clusters Score -1.366082e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72250 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -13660831.000000 Penalty: 3769.601318
	Iteration 21Q: 3 clusters Score -1.366083e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72100 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -13660865.000000 Penalty: 3769.601318
	Iteration 22Q: 3 clusters Score -1.366086e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71881 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -13660855.000000 Penalty: 3769.601318
	Iteration 23Q: 3 clusters Score -1.366086e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71651 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -13660882.000000 Penalty: 3769.601318
	Iteration 24Q: 3 clusters Score -1.366088e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71432 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -13660944.000000 Penalty: 3769.601318
	Iteration 25Q: 3 clusters Score -1.366094e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71197 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -13660915.000000 Penalty: 3769.601318
	Iteration 26Q: 3 clusters Score -1.366092e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70960 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -13660917.000000 Penalty: 3769.601318
	Iteration 27Q: 3 clusters Score -1.366092e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70685 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -13660879.000000 Penalty: 3769.601318
	Iteration 28Q: 3 clusters Score -1.366088e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70390 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -13660894.000000 Penalty: 3769.601318
	Iteration 29Q: 3 clusters Score -1.366089e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70023 members 
Mstep: Class 2 contains 38941 members 
Entering Unmasked Estep 
Score: -13660880.000000 Penalty: 3769.601318
	Iteration 30Q: 3 clusters Score -1.366088e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69612 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -13660864.000000 Penalty: 3769.601318
	Iteration 31Q: 3 clusters Score -1.366086e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69170 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -13660917.000000 Penalty: 3769.601318
	Iteration 32Q: 3 clusters Score -1.366092e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68709 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -13660894.000000 Penalty: 3769.601318
	Iteration 33Q: 3 clusters Score -1.366089e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68243 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -13660867.000000 Penalty: 3769.601318
	Iteration 34Q: 3 clusters Score -1.366087e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67678 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -13660911.000000 Penalty: 3769.601318
	Iteration 35Q: 3 clusters Score -1.366091e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67059 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -13660886.000000 Penalty: 3769.601318
	Iteration 36Q: 3 clusters Score -1.366089e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66483 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -13660856.000000 Penalty: 3769.601318
	Iteration 37Q: 3 clusters Score -1.366086e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65888 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -13660834.000000 Penalty: 3769.601318
	Iteration 38Q: 3 clusters Score -1.366083e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65291 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -13660820.000000 Penalty: 3769.601318
	Iteration 39Q: 3 clusters Score -1.366082e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64638 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -13660829.000000 Penalty: 3769.601318
	Iteration 40F: 3 clusters Score -1.366083e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63944 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -13660767.000000 Penalty: 3769.601318
	Iteration 41Q: 3 clusters Score -1.366077e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63224 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -13660806.000000 Penalty: 3769.601318
	Iteration 42Q: 3 clusters Score -1.366081e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62337 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -13660816.000000 Penalty: 3769.601318
	Iteration 43Q: 3 clusters Score -1.366082e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61420 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
Score: -13660859.000000 Penalty: 3769.601318
	Iteration 44Q: 3 clusters Score -1.366086e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60381 members 
Mstep: Class 2 contains 48583 members 
Entering Unmasked Estep 
Score: -13660834.000000 Penalty: 3769.601318
	Iteration 45Q: 3 clusters Score -1.366083e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59290 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
Score: -13660757.000000 Penalty: 3769.601318
	Iteration 46Q: 3 clusters Score -1.366076e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58116 members 
Mstep: Class 2 contains 50848 members 
Entering Unmasked Estep 
Score: -13660748.000000 Penalty: 3769.601318
	Iteration 47Q: 3 clusters Score -1.366075e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56901 members 
Mstep: Class 2 contains 52063 members 
Entering Unmasked Estep 
Score: -13660761.000000 Penalty: 3769.601318
	Iteration 48Q: 3 clusters Score -1.366076e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55638 members 
Mstep: Class 2 contains 53326 members 
Entering Unmasked Estep 
Score: -13660765.000000 Penalty: 3769.601318
	Iteration 49Q: 3 clusters Score -1.366076e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 54608 members 
Entering Unmasked Estep 
Score: -13660786.000000 Penalty: 3769.601318
	Iteration 50Q: 3 clusters Score -1.366079e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53122 members 
Mstep: Class 2 contains 55842 members 
Entering Unmasked Estep 
Score: -13660851.000000 Penalty: 3769.601318
	Iteration 51Q: 3 clusters Score -1.366085e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51842 members 
Mstep: Class 2 contains 57122 members 
Entering Unmasked Estep 
Score: -13660842.000000 Penalty: 3769.601318
	Iteration 52Q: 3 clusters Score -1.366084e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50610 members 
Mstep: Class 2 contains 58354 members 
Entering Unmasked Estep 
Score: -13660867.000000 Penalty: 3769.601318
	Iteration 53Q: 3 clusters Score -1.366087e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49326 members 
Mstep: Class 2 contains 59638 members 
Entering Unmasked Estep 
Score: -13660949.000000 Penalty: 3769.601318
	Iteration 54Q: 3 clusters Score -1.366095e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47989 members 
Mstep: Class 2 contains 60975 members 
Entering Unmasked Estep 
Score: -13660959.000000 Penalty: 3769.601318
	Iteration 55Q: 3 clusters Score -1.366096e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 62223 members 
Entering Unmasked Estep 
Score: -13660973.000000 Penalty: 3769.601318
	Iteration 56Q: 3 clusters Score -1.366097e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 63308 members 
Entering Unmasked Estep 
Score: -13660975.000000 Penalty: 3769.601318
	Iteration 57Q: 3 clusters Score -1.366098e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 64418 members 
Entering Unmasked Estep 
Score: -13661045.000000 Penalty: 3769.601318
	Iteration 58Q: 3 clusters Score -1.366104e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 65522 members 
Entering Unmasked Estep 
Score: -13661024.000000 Penalty: 3769.601318
	Iteration 59Q: 3 clusters Score -1.366102e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 66623 members 
Entering Unmasked Estep 
Score: -13661094.000000 Penalty: 3769.601318
	Iteration 60F: 3 clusters Score -1.366109e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 67761 members 
Entering Unmasked Estep 
Score: -13661069.000000 Penalty: 3769.601318
	Iteration 61Q: 3 clusters Score -1.366107e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 68907 members 
Entering Unmasked Estep 
Score: -13661064.000000 Penalty: 3769.601318
	Iteration 62Q: 3 clusters Score -1.366106e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 70051 members 
Entering Unmasked Estep 
Score: -13661074.000000 Penalty: 3769.601318
	Iteration 63Q: 3 clusters Score -1.366107e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 71226 members 
Entering Unmasked Estep 
Score: -13661111.000000 Penalty: 3769.601318
	Iteration 64Q: 3 clusters Score -1.366111e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 72365 members 
Entering Unmasked Estep 
Score: -13661156.000000 Penalty: 3769.601318
	Iteration 65Q: 3 clusters Score -1.366116e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 73527 members 
Entering Unmasked Estep 
Score: -13661187.000000 Penalty: 3769.601318
	Iteration 66Q: 3 clusters Score -1.366119e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 74699 members 
Entering Unmasked Estep 
Score: -13661231.000000 Penalty: 3769.601318
	Iteration 67Q: 3 clusters Score -1.366123e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 75837 members 
Entering Unmasked Estep 
Score: -13661312.000000 Penalty: 3769.601318
	Iteration 68Q: 3 clusters Score -1.366131e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 76987 members 
Entering Unmasked Estep 
Score: -13661374.000000 Penalty: 3769.601318
	Iteration 69Q: 3 clusters Score -1.366137e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 78133 members 
Entering Unmasked Estep 
Score: -13661502.000000 Penalty: 3769.601318
	Iteration 70Q: 3 clusters Score -1.36615e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 79317 members 
Entering Unmasked Estep 
Score: -13661649.000000 Penalty: 3769.601318
	Iteration 71Q: 3 clusters Score -1.366165e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 80533 members 
Entering Unmasked Estep 
Score: -13661755.000000 Penalty: 3769.601318
	Iteration 72Q: 3 clusters Score -1.366176e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 81758 members 
Entering Unmasked Estep 
Score: -13661872.000000 Penalty: 3769.601318
	Iteration 73Q: 3 clusters Score -1.366187e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 82983 members 
Entering Unmasked Estep 
Score: -13662074.000000 Penalty: 3769.601318
	Iteration 74Q: 3 clusters Score -1.366207e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 84252 members 
Entering Unmasked Estep 
Score: -13662237.000000 Penalty: 3769.601318
	Iteration 75Q: 3 clusters Score -1.366224e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 85552 members 
Entering Unmasked Estep 
Score: -13662352.000000 Penalty: 3769.601318
	Iteration 76Q: 3 clusters Score -1.366235e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 86872 members 
Entering Unmasked Estep 
Score: -13662613.000000 Penalty: 3769.601318
	Iteration 77Q: 3 clusters Score -1.366261e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 88177 members 
Entering Unmasked Estep 
Score: -13662786.000000 Penalty: 3769.601318
	Iteration 78Q: 3 clusters Score -1.366279e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 89555 members 
Entering Unmasked Estep 
Score: -13663043.000000 Penalty: 3769.601318
	Iteration 79Q: 3 clusters Score -1.366304e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 91013 members 
Entering Unmasked Estep 
Score: -13663419.000000 Penalty: 3769.601318
	Iteration 80F: 3 clusters Score -1.366342e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 92322 members 
Entering Unmasked Estep 
Score: -13663896.000000 Penalty: 3769.601318
	Iteration 81Q: 3 clusters Score -1.36639e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 93497 members 
Entering Unmasked Estep 
Score: -13664297.000000 Penalty: 3769.601318
	Iteration 82Q: 3 clusters Score -1.36643e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 94589 members 
Entering Unmasked Estep 
Score: -13664606.000000 Penalty: 3769.601318
	Iteration 83Q: 3 clusters Score -1.366461e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 95602 members 
Entering Unmasked Estep 
Score: -13664882.000000 Penalty: 3769.601318
	Iteration 84Q: 3 clusters Score -1.366488e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 96515 members 
Entering Unmasked Estep 
Score: -13665157.000000 Penalty: 3769.601318
	Iteration 85Q: 3 clusters Score -1.366516e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 97291 members 
Entering Unmasked Estep 
Score: -13665352.000000 Penalty: 3769.601318
	Iteration 86Q: 3 clusters Score -1.366535e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 98035 members 
Entering Unmasked Estep 
Score: -13665493.000000 Penalty: 3769.601318
	Iteration 87Q: 3 clusters Score -1.366549e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 98710 members 
Entering Unmasked Estep 
Score: -13665539.000000 Penalty: 3769.601318
	Iteration 88Q: 3 clusters Score -1.366554e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 99349 members 
Entering Unmasked Estep 
Score: -13665666.000000 Penalty: 3769.601318
	Iteration 89Q: 3 clusters Score -1.366567e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 99931 members 
Entering Unmasked Estep 
Score: -13665824.000000 Penalty: 3769.601318
	Iteration 90Q: 3 clusters Score -1.366582e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 100489 members 
Entering Unmasked Estep 
Score: -13665868.000000 Penalty: 3769.601318
	Iteration 91Q: 3 clusters Score -1.366587e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 100988 members 
Entering Unmasked Estep 
Score: -13665931.000000 Penalty: 3769.601318
	Iteration 92Q: 3 clusters Score -1.366593e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 101429 members 
Entering Unmasked Estep 
Score: -13665973.000000 Penalty: 3769.601318
	Iteration 93Q: 3 clusters Score -1.366597e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 101861 members 
Entering Unmasked Estep 
Score: -13666037.000000 Penalty: 3769.601318
	Iteration 94Q: 3 clusters Score -1.366604e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 102270 members 
Entering Unmasked Estep 
Score: -13666123.000000 Penalty: 3769.601318
	Iteration 95Q: 3 clusters Score -1.366612e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 102629 members 
Entering Unmasked Estep 
Score: -13666174.000000 Penalty: 3769.601318
	Iteration 96Q: 3 clusters Score -1.366617e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 102944 members 
Entering Unmasked Estep 
Score: -13666270.000000 Penalty: 3769.601318
	Iteration 97Q: 3 clusters Score -1.366627e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 103228 members 
Entering Unmasked Estep 
Score: -13666289.000000 Penalty: 3769.601318
	Iteration 98Q: 3 clusters Score -1.366629e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 103488 members 
Entering Unmasked Estep 
Score: -13666298.000000 Penalty: 3769.601318
	Iteration 99Q: 3 clusters Score -1.36663e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 103709 members 
Entering Unmasked Estep 
Score: -13666302.000000 Penalty: 3769.601318
	Iteration 100F: 3 clusters Score -1.36663e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 103918 members 
Entering Unmasked Estep 
Score: -13666321.000000 Penalty: 3769.601318
	Iteration 101Q: 3 clusters Score -1.366632e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 104117 members 
Entering Unmasked Estep 
Score: -13666346.000000 Penalty: 3769.601318
	Iteration 102Q: 3 clusters Score -1.366635e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 104295 members 
Entering Unmasked Estep 
Score: -13666385.000000 Penalty: 3769.601318
	Iteration 103Q: 3 clusters Score -1.366638e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 104451 members 
Entering Unmasked Estep 
Score: -13666413.000000 Penalty: 3769.601318
	Iteration 104Q: 3 clusters Score -1.366641e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 104574 members 
Entering Unmasked Estep 
Score: -13666423.000000 Penalty: 3769.601318
	Iteration 105Q: 3 clusters Score -1.366642e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 104699 members 
Entering Unmasked Estep 
Score: -13666461.000000 Penalty: 3769.601318
	Iteration 106Q: 3 clusters Score -1.366646e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 104830 members 
Entering Unmasked Estep 
Score: -13666480.000000 Penalty: 3769.601318
	Iteration 107Q: 3 clusters Score -1.366648e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 104950 members 
Entering Unmasked Estep 
Score: -13666501.000000 Penalty: 3769.601318
	Iteration 108Q: 3 clusters Score -1.36665e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 105069 members 
Entering Unmasked Estep 
Score: -13666537.000000 Penalty: 3769.601318
	Iteration 109Q: 3 clusters Score -1.366654e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 105181 members 
Entering Unmasked Estep 
Score: -13666559.000000 Penalty: 3769.601318
	Iteration 110Q: 3 clusters Score -1.366656e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 105301 members 
Entering Unmasked Estep 
Score: -13666554.000000 Penalty: 3769.601318
	Iteration 111Q: 3 clusters Score -1.366655e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 105403 members 
Entering Unmasked Estep 
Score: -13666570.000000 Penalty: 3769.601318
	Iteration 112Q: 3 clusters Score -1.366657e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 105481 members 
Entering Unmasked Estep 
Score: -13666589.000000 Penalty: 3769.601318
	Iteration 113Q: 3 clusters Score -1.366659e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 105558 members 
Entering Unmasked Estep 
Score: -13666598.000000 Penalty: 3769.601318
	Iteration 114Q: 3 clusters Score -1.36666e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 105622 members 
Entering Unmasked Estep 
Score: -13666581.000000 Penalty: 3769.601318
	Iteration 115Q: 3 clusters Score -1.366658e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 105687 members 
Entering Unmasked Estep 
Score: -13666595.000000 Penalty: 3769.601318
	Iteration 116Q: 3 clusters Score -1.36666e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 105748 members 
Entering Unmasked Estep 
Score: -13666606.000000 Penalty: 3769.601318
	Iteration 117Q: 3 clusters Score -1.366661e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 105810 members 
Entering Unmasked Estep 
Score: -13666607.000000 Penalty: 3769.601318
	Iteration 118Q: 3 clusters Score -1.366661e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 105863 members 
Entering Unmasked Estep 
Score: -13666625.000000 Penalty: 3769.601318
	Iteration 119Q: 3 clusters Score -1.366662e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 105912 members 
Entering Unmasked Estep 
Score: -13666643.000000 Penalty: 3769.601318
	Iteration 120F: 3 clusters Score -1.366664e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 105951 members 
Entering Unmasked Estep 
Score: -13666648.000000 Penalty: 3769.601318
	Iteration 121Q: 3 clusters Score -1.366665e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 105977 members 
Entering Unmasked Estep 
Score: -13666646.000000 Penalty: 3769.601318
	Iteration 122Q: 3 clusters Score -1.366665e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 106006 members 
Entering Unmasked Estep 
Score: -13666642.000000 Penalty: 3769.601318
	Iteration 123Q: 3 clusters Score -1.366664e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 106038 members 
Entering Unmasked Estep 
Score: -13666625.000000 Penalty: 3769.601318
	Iteration 124Q: 3 clusters Score -1.366662e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 106075 members 
Entering Unmasked Estep 
Score: -13666633.000000 Penalty: 3769.601318
	Iteration 125Q: 3 clusters Score -1.366663e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 106113 members 
Entering Unmasked Estep 
Score: -13666624.000000 Penalty: 3769.601318
	Iteration 126Q: 3 clusters Score -1.366662e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 106145 members 
Entering Unmasked Estep 
Score: -13666637.000000 Penalty: 3769.601318
	Iteration 127Q: 3 clusters Score -1.366664e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 106166 members 
Entering Unmasked Estep 
Score: -13666636.000000 Penalty: 3769.601318
	Iteration 128Q: 3 clusters Score -1.366664e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 106190 members 
Entering Unmasked Estep 
Score: -13666619.000000 Penalty: 3769.601318
	Iteration 129Q: 3 clusters Score -1.366662e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 106213 members 
Entering Unmasked Estep 
Score: -13666621.000000 Penalty: 3769.601318
	Iteration 130Q: 3 clusters Score -1.366662e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 106236 members 
Entering Unmasked Estep 
Score: -13666616.000000 Penalty: 3769.601318
	Iteration 131Q: 3 clusters Score -1.366662e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 106263 members 
Entering Unmasked Estep 
Score: -13666642.000000 Penalty: 3769.601318
	Iteration 132Q: 3 clusters Score -1.366664e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 106287 members 
Entering Unmasked Estep 
Score: -13666627.000000 Penalty: 3769.601318
	Iteration 133Q: 3 clusters Score -1.366663e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 106306 members 
Entering Unmasked Estep 
Score: -13666618.000000 Penalty: 3769.601318
	Iteration 134Q: 3 clusters Score -1.366662e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 106322 members 
Entering Unmasked Estep 
Score: -13666624.000000 Penalty: 3769.601318
	Iteration 135Q: 3 clusters Score -1.366662e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 106338 members 
Entering Unmasked Estep 
Score: -13666623.000000 Penalty: 3769.601318
	Iteration 136Q: 3 clusters Score -1.366662e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 106353 members 
Entering Unmasked Estep 
Score: -13666610.000000 Penalty: 3769.601318
	Iteration 137Q: 3 clusters Score -1.366661e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 106368 members 
Entering Unmasked Estep 
Score: -13666627.000000 Penalty: 3769.601318
	Iteration 138Q: 3 clusters Score -1.366663e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 106385 members 
Entering Unmasked Estep 
Score: -13666628.000000 Penalty: 3769.601318
	Iteration 139Q: 3 clusters Score -1.366663e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 106401 members 
Entering Unmasked Estep 
Score: -13666639.000000 Penalty: 3769.601318
	Iteration 140F: 3 clusters Score -1.366664e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 106415 members 
Entering Unmasked Estep 
Score: -13666637.000000 Penalty: 3769.601318
	Iteration 141Q: 3 clusters Score -1.366664e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 106429 members 
Entering Unmasked Estep 
Score: -13666630.000000 Penalty: 3769.601318
	Iteration 142Q: 3 clusters Score -1.366663e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 106445 members 
Entering Unmasked Estep 
Score: -13666615.000000 Penalty: 3769.601318
	Iteration 143Q: 3 clusters Score -1.366662e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 106460 members 
Entering Unmasked Estep 
Score: -13666634.000000 Penalty: 3769.601318
	Iteration 144Q: 3 clusters Score -1.366663e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 106473 members 
Entering Unmasked Estep 
Score: -13666630.000000 Penalty: 3769.601318
	Iteration 145Q: 3 clusters Score -1.366663e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 106489 members 
Entering Unmasked Estep 
Score: -13666645.000000 Penalty: 3769.601318
	Iteration 146Q: 3 clusters Score -1.366664e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 106499 members 
Entering Unmasked Estep 
Score: -13666644.000000 Penalty: 3769.601318
	Iteration 147Q: 3 clusters Score -1.366664e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 106512 members 
Entering Unmasked Estep 
Score: -13666634.000000 Penalty: 3769.601318
	Iteration 148Q: 3 clusters Score -1.366663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 106516 members 
Entering Unmasked Estep 
Score: -13666643.000000 Penalty: 3769.601318
	Iteration 149Q: 3 clusters Score -1.366664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 106519 members 
Entering Unmasked Estep 
Score: -13666654.000000 Penalty: 3769.601318
	Iteration 150Q: 3 clusters Score -1.366665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 106526 members 
Entering Unmasked Estep 
Score: -13666645.000000 Penalty: 3769.601318
	Iteration 151Q: 3 clusters Score -1.366664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 106535 members 
Entering Unmasked Estep 
Score: -13666658.000000 Penalty: 3769.601318
	Iteration 152Q: 3 clusters Score -1.366666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 106539 members 
Entering Unmasked Estep 
Score: -13666651.000000 Penalty: 3769.601318
	Iteration 153Q: 3 clusters Score -1.366665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 106541 members 
Entering Unmasked Estep 
Score: -13666643.000000 Penalty: 3769.601318
	Iteration 154Q: 3 clusters Score -1.366664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 106544 members 
Entering Unmasked Estep 
Score: -13666643.000000 Penalty: 3769.601318
	Iteration 155Q: 3 clusters Score -1.366664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 106544 members 
Entering Unmasked Estep 
Score: -13666643.000000 Penalty: 3769.601318
	Iteration 156F: 3 clusters Score -1.366664e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Entering Unmasked Estep 
Score: -1831604.625000 Penalty: 1559.440186
	Iteration 0F: 2 clusters Score -1831605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1821419.375000 Penalty: 3118.880371
	Iteration 0F: 3 clusters Score -1821419 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1824859.625000 Penalty: 3118.880371
	Iteration 1F: 3 clusters Score -1824860 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1825131.625000 Penalty: 3118.880371
	Iteration 2F: 3 clusters Score -1825132 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1825370.000000 Penalty: 3118.880371
	Iteration 3Q: 3 clusters Score -1825370 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1825653.125000 Penalty: 3118.880371
	Iteration 4Q: 3 clusters Score -1825653 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1826067.250000 Penalty: 3118.880371
	Iteration 5Q: 3 clusters Score -1826067 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1826622.625000 Penalty: 3118.880371
	Iteration 6Q: 3 clusters Score -1826623 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1827270.375000 Penalty: 3118.880371
	Iteration 7F: 3 clusters Score -1827270 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1827914.750000 Penalty: 3118.880371
	Iteration 8F: 3 clusters Score -1827915 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1828570.750000 Penalty: 3118.880371
	Iteration 9F: 3 clusters Score -1828571 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1829148.125000 Penalty: 3118.880371
	Iteration 10F: 3 clusters Score -1829148 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1829624.500000 Penalty: 3118.880371
	Iteration 11F: 3 clusters Score -1829624 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1829953.375000 Penalty: 3118.880371
	Iteration 12Q: 3 clusters Score -1829953 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1830192.000000 Penalty: 3118.880371
	Iteration 13Q: 3 clusters Score -1830192 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1830384.625000 Penalty: 3118.880371
	Iteration 14Q: 3 clusters Score -1830385 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1830557.625000 Penalty: 3118.880371
	Iteration 15Q: 3 clusters Score -1830558 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1830703.375000 Penalty: 3118.880371
	Iteration 16Q: 3 clusters Score -1830703 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1830853.250000 Penalty: 3118.880371
	Iteration 17Q: 3 clusters Score -1830853 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1831024.500000 Penalty: 3118.880371
	Iteration 18Q: 3 clusters Score -1831024 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1831148.625000 Penalty: 3118.880371
	Iteration 19Q: 3 clusters Score -1831149 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1831213.750000 Penalty: 3118.880371
	Iteration 20F: 3 clusters Score -1831214 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1831258.625000 Penalty: 3118.880371
	Iteration 21Q: 3 clusters Score -1831259 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1831286.625000 Penalty: 3118.880371
	Iteration 22Q: 3 clusters Score -1831287 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1831294.875000 Penalty: 3118.880371
	Iteration 23Q: 3 clusters Score -1831295 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1831303.875000 Penalty: 3118.880371
	Iteration 24Q: 3 clusters Score -1831304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1831311.750000 Penalty: 3118.880371
	Iteration 25Q: 3 clusters Score -1831312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1831317.375000 Penalty: 3118.880371
	Iteration 26Q: 3 clusters Score -1831317 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1831319.500000 Penalty: 3118.880371
	Iteration 27Q: 3 clusters Score -1831320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1831319.625000 Penalty: 3118.880371
	Iteration 28Q: 3 clusters Score -1831320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1831319.500000 Penalty: 3118.880371
	Iteration 29Q: 3 clusters Score -1831320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1831322.250000 Penalty: 3118.880371
	Iteration 30Q: 3 clusters Score -1831322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1831324.500000 Penalty: 3118.880371
	Iteration 31Q: 3 clusters Score -1831324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1831321.750000 Penalty: 3118.880371
	Iteration 32Q: 3 clusters Score -1831322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1831322.375000 Penalty: 3118.880371
	Iteration 33Q: 3 clusters Score -1831322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1831322.750000 Penalty: 3118.880371
	Iteration 34Q: 3 clusters Score -1831323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1831323.250000 Penalty: 3118.880371
	Iteration 35Q: 3 clusters Score -1831323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1831324.500000 Penalty: 3118.880371
	Iteration 36Q: 3 clusters Score -1831324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1831326.375000 Penalty: 3118.880371
	Iteration 37Q: 3 clusters Score -1831326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1831326.500000 Penalty: 3118.880371
	Iteration 38Q: 3 clusters Score -1831326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1831325.375000 Penalty: 3118.880371
	Iteration 39Q: 3 clusters Score -1831325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1831327.000000 Penalty: 3118.880371
	Iteration 40F: 3 clusters Score -1831327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1831326.250000 Penalty: 3118.880371
	Iteration 41Q: 3 clusters Score -1831326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1831329.000000 Penalty: 3118.880371
	Iteration 42Q: 3 clusters Score -1831329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1831329.000000 Penalty: 3118.880371
	Iteration 43F: 3 clusters Score -1831329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -46045.753906 Penalty: 983.464478
	Iteration 0F: 2 clusters Score -46045.75 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 208 members 
Entering Unmasked Estep 
Score: -45081.070312 Penalty: 1966.928955
	Iteration 0F: 3 clusters Score -45081.07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45280.082031 Penalty: 1966.928955
	Iteration 1F: 3 clusters Score -45280.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45360.382812 Penalty: 1966.928955
	Iteration 2F: 3 clusters Score -45360.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45420.242188 Penalty: 1966.928955
	Iteration 3Q: 3 clusters Score -45420.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45430.226562 Penalty: 1966.928955
	Iteration 4Q: 3 clusters Score -45430.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45437.875000 Penalty: 1966.928955
	Iteration 5Q: 3 clusters Score -45437.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45445.078125 Penalty: 1966.928955
	Iteration 6Q: 3 clusters Score -45445.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45446.042969 Penalty: 1966.928955
	Iteration 7Q: 3 clusters Score -45446.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45446.042969 Penalty: 1966.928955
	Iteration 8F: 3 clusters Score -45446.04 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: -864599.375000 Penalty: 1436.382446
	Iteration 0F: 2 clusters Score -864599.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -859439.687500 Penalty: 2872.764893
	Iteration 0F: 3 clusters Score -859439.7 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -861081.750000 Penalty: 2872.764893
	Iteration 1F: 3 clusters Score -861081.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -861334.687500 Penalty: 2872.764893
	Iteration 2F: 3 clusters Score -861334.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -861533.062500 Penalty: 2872.764893
	Iteration 3F: 3 clusters Score -861533.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -861698.437500 Penalty: 2872.764893
	Iteration 4Q: 3 clusters Score -861698.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -861844.312500 Penalty: 2872.764893
	Iteration 5Q: 3 clusters Score -861844.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -862000.375000 Penalty: 2872.764893
	Iteration 6Q: 3 clusters Score -862000.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -862173.875000 Penalty: 2872.764893
	Iteration 7Q: 3 clusters Score -862173.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -862334.312500 Penalty: 2872.764893
	Iteration 8Q: 3 clusters Score -862334.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -862487.562500 Penalty: 2872.764893
	Iteration 9Q: 3 clusters Score -862487.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -862618.437500 Penalty: 2872.764893
	Iteration 10Q: 3 clusters Score -862618.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -862733.625000 Penalty: 2872.764893
	Iteration 11Q: 3 clusters Score -862733.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -862822.750000 Penalty: 2872.764893
	Iteration 12Q: 3 clusters Score -862822.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -862898.312500 Penalty: 2872.764893
	Iteration 13Q: 3 clusters Score -862898.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -862940.750000 Penalty: 2872.764893
	Iteration 14Q: 3 clusters Score -862940.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -862974.687500 Penalty: 2872.764893
	Iteration 15Q: 3 clusters Score -862974.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -863009.500000 Penalty: 2872.764893
	Iteration 16Q: 3 clusters Score -863009.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -863033.562500 Penalty: 2872.764893
	Iteration 17Q: 3 clusters Score -863033.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -863053.312500 Penalty: 2872.764893
	Iteration 18Q: 3 clusters Score -863053.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -863070.812500 Penalty: 2872.764893
	Iteration 19Q: 3 clusters Score -863070.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -863078.625000 Penalty: 2872.764893
	Iteration 20F: 3 clusters Score -863078.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -863082.937500 Penalty: 2872.764893
	Iteration 21Q: 3 clusters Score -863082.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -863085.187500 Penalty: 2872.764893
	Iteration 22Q: 3 clusters Score -863085.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -863091.062500 Penalty: 2872.764893
	Iteration 23Q: 3 clusters Score -863091.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -863095.625000 Penalty: 2872.764893
	Iteration 24Q: 3 clusters Score -863095.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -863100.812500 Penalty: 2872.764893
	Iteration 25Q: 3 clusters Score -863100.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -863106.562500 Penalty: 2872.764893
	Iteration 26Q: 3 clusters Score -863106.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -863111.375000 Penalty: 2872.764893
	Iteration 27Q: 3 clusters Score -863111.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -863112.875000 Penalty: 2872.764893
	Iteration 28Q: 3 clusters Score -863112.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -863118.375000 Penalty: 2872.764893
	Iteration 29Q: 3 clusters Score -863118.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -863119.000000 Penalty: 2872.764893
	Iteration 30Q: 3 clusters Score -863119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -863121.750000 Penalty: 2872.764893
	Iteration 31Q: 3 clusters Score -863121.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -863123.562500 Penalty: 2872.764893
	Iteration 32Q: 3 clusters Score -863123.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -863123.812500 Penalty: 2872.764893
	Iteration 33Q: 3 clusters Score -863123.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -863128.687500 Penalty: 2872.764893
	Iteration 34Q: 3 clusters Score -863128.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -863129.250000 Penalty: 2872.764893
	Iteration 35Q: 3 clusters Score -863129.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -863136.250000 Penalty: 2872.764893
	Iteration 36Q: 3 clusters Score -863136.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -863139.750000 Penalty: 2872.764893
	Iteration 37Q: 3 clusters Score -863139.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -863141.625000 Penalty: 2872.764893
	Iteration 38Q: 3 clusters Score -863141.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -863143.375000 Penalty: 2872.764893
	Iteration 39Q: 3 clusters Score -863143.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -863148.875000 Penalty: 2872.764893
	Iteration 40F: 3 clusters Score -863148.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -863149.875000 Penalty: 2872.764893
	Iteration 41Q: 3 clusters Score -863149.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -863156.125000 Penalty: 2872.764893
	Iteration 42Q: 3 clusters Score -863156.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -863157.062500 Penalty: 2872.764893
	Iteration 43Q: 3 clusters Score -863157.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -863163.125000 Penalty: 2872.764893
	Iteration 44Q: 3 clusters Score -863163.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -863165.812500 Penalty: 2872.764893
	Iteration 45Q: 3 clusters Score -863165.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -863172.062500 Penalty: 2872.764893
	Iteration 46Q: 3 clusters Score -863172.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -863175.687500 Penalty: 2872.764893
	Iteration 47Q: 3 clusters Score -863175.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -863184.187500 Penalty: 2872.764893
	Iteration 48Q: 3 clusters Score -863184.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -863184.625000 Penalty: 2872.764893
	Iteration 49Q: 3 clusters Score -863184.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -863187.125000 Penalty: 2872.764893
	Iteration 50Q: 3 clusters Score -863187.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -863190.375000 Penalty: 2872.764893
	Iteration 51Q: 3 clusters Score -863190.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -863194.250000 Penalty: 2872.764893
	Iteration 52Q: 3 clusters Score -863194.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -863198.750000 Penalty: 2872.764893
	Iteration 53Q: 3 clusters Score -863198.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -863205.812500 Penalty: 2872.764893
	Iteration 54Q: 3 clusters Score -863205.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -863210.687500 Penalty: 2872.764893
	Iteration 55Q: 3 clusters Score -863210.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -863219.375000 Penalty: 2872.764893
	Iteration 56Q: 3 clusters Score -863219.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -863224.687500 Penalty: 2872.764893
	Iteration 57Q: 3 clusters Score -863224.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -863233.312500 Penalty: 2872.764893
	Iteration 58Q: 3 clusters Score -863233.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -863240.562500 Penalty: 2872.764893
	Iteration 59Q: 3 clusters Score -863240.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -863245.687500 Penalty: 2872.764893
	Iteration 60F: 3 clusters Score -863245.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -863257.250000 Penalty: 2872.764893
	Iteration 61Q: 3 clusters Score -863257.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -863264.187500 Penalty: 2872.764893
	Iteration 62Q: 3 clusters Score -863264.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -863271.812500 Penalty: 2872.764893
	Iteration 63Q: 3 clusters Score -863271.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -863281.000000 Penalty: 2872.764893
	Iteration 64Q: 3 clusters Score -863281 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -863289.062500 Penalty: 2872.764893
	Iteration 65Q: 3 clusters Score -863289.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -863294.687500 Penalty: 2872.764893
	Iteration 66Q: 3 clusters Score -863294.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -863298.062500 Penalty: 2872.764893
	Iteration 67Q: 3 clusters Score -863298.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -863300.250000 Penalty: 2872.764893
	Iteration 68Q: 3 clusters Score -863300.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -863303.687500 Penalty: 2872.764893
	Iteration 69Q: 3 clusters Score -863303.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -863305.875000 Penalty: 2872.764893
	Iteration 70Q: 3 clusters Score -863305.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -863307.312500 Penalty: 2872.764893
	Iteration 71Q: 3 clusters Score -863307.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -863308.937500 Penalty: 2872.764893
	Iteration 72Q: 3 clusters Score -863308.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -863306.125000 Penalty: 2872.764893
	Iteration 73Q: 3 clusters Score -863306.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -863306.125000 Penalty: 2872.764893
	Iteration 74F: 3 clusters Score -863306.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Entering Unmasked Estep 
Score: -1011524.875000 Penalty: 1473.825928
	Iteration 0F: 2 clusters Score -1011525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1005195.937500 Penalty: 2947.651855
	Iteration 0F: 3 clusters Score -1005196 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1007300.062500 Penalty: 2947.651855
	Iteration 1F: 3 clusters Score -1007300 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1007581.437500 Penalty: 2947.651855
	Iteration 2F: 3 clusters Score -1007581 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1007806.875000 Penalty: 2947.651855
	Iteration 3F: 3 clusters Score -1007807 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1008017.437500 Penalty: 2947.651855
	Iteration 4Q: 3 clusters Score -1008017 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1008210.187500 Penalty: 2947.651855
	Iteration 5Q: 3 clusters Score -1008210 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1008370.500000 Penalty: 2947.651855
	Iteration 6Q: 3 clusters Score -1008370 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1008523.562500 Penalty: 2947.651855
	Iteration 7Q: 3 clusters Score -1008524 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1008645.000000 Penalty: 2947.651855
	Iteration 8Q: 3 clusters Score -1008645 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1008746.812500 Penalty: 2947.651855
	Iteration 9Q: 3 clusters Score -1008747 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1008860.375000 Penalty: 2947.651855
	Iteration 10Q: 3 clusters Score -1008860 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1008974.312500 Penalty: 2947.651855
	Iteration 11Q: 3 clusters Score -1008974 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1009078.875000 Penalty: 2947.651855
	Iteration 12Q: 3 clusters Score -1009079 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1009157.812500 Penalty: 2947.651855
	Iteration 13Q: 3 clusters Score -1009158 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1009223.375000 Penalty: 2947.651855
	Iteration 14Q: 3 clusters Score -1009223 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1009271.500000 Penalty: 2947.651855
	Iteration 15Q: 3 clusters Score -1009272 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1009310.750000 Penalty: 2947.651855
	Iteration 16Q: 3 clusters Score -1009311 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1009344.250000 Penalty: 2947.651855
	Iteration 17Q: 3 clusters Score -1009344 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1009369.875000 Penalty: 2947.651855
	Iteration 18Q: 3 clusters Score -1009370 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1009393.937500 Penalty: 2947.651855
	Iteration 19Q: 3 clusters Score -1009394 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1009418.562500 Penalty: 2947.651855
	Iteration 20F: 3 clusters Score -1009419 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1009446.125000 Penalty: 2947.651855
	Iteration 21Q: 3 clusters Score -1009446 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1009477.562500 Penalty: 2947.651855
	Iteration 22Q: 3 clusters Score -1009478 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1009510.500000 Penalty: 2947.651855
	Iteration 23Q: 3 clusters Score -1009510 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1009538.437500 Penalty: 2947.651855
	Iteration 24Q: 3 clusters Score -1009538 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1009560.562500 Penalty: 2947.651855
	Iteration 25Q: 3 clusters Score -1009561 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1009582.562500 Penalty: 2947.651855
	Iteration 26Q: 3 clusters Score -1009583 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1009605.437500 Penalty: 2947.651855
	Iteration 27Q: 3 clusters Score -1009605 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1009625.312500 Penalty: 2947.651855
	Iteration 28Q: 3 clusters Score -1009625 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1009649.062500 Penalty: 2947.651855
	Iteration 29Q: 3 clusters Score -1009649 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1009668.750000 Penalty: 2947.651855
	Iteration 30Q: 3 clusters Score -1009669 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1009691.125000 Penalty: 2947.651855
	Iteration 31Q: 3 clusters Score -1009691 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1009718.062500 Penalty: 2947.651855
	Iteration 32Q: 3 clusters Score -1009718 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1009751.937500 Penalty: 2947.651855
	Iteration 33Q: 3 clusters Score -1009752 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1009783.375000 Penalty: 2947.651855
	Iteration 34Q: 3 clusters Score -1009783 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1009817.437500 Penalty: 2947.651855
	Iteration 35Q: 3 clusters Score -1009817 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1009857.750000 Penalty: 2947.651855
	Iteration 36Q: 3 clusters Score -1009858 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1009897.500000 Penalty: 2947.651855
	Iteration 37Q: 3 clusters Score -1009898 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1009926.812500 Penalty: 2947.651855
	Iteration 38Q: 3 clusters Score -1009927 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1009951.937500 Penalty: 2947.651855
	Iteration 39Q: 3 clusters Score -1009952 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1009972.062500 Penalty: 2947.651855
	Iteration 40F: 3 clusters Score -1009972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1009986.437500 Penalty: 2947.651855
	Iteration 41Q: 3 clusters Score -1009986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1009998.312500 Penalty: 2947.651855
	Iteration 42Q: 3 clusters Score -1009998 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1010015.250000 Penalty: 2947.651855
	Iteration 43Q: 3 clusters Score -1010015 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1010034.500000 Penalty: 2947.651855
	Iteration 44Q: 3 clusters Score -1010034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1010056.500000 Penalty: 2947.651855
	Iteration 45Q: 3 clusters Score -1010056 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1010081.125000 Penalty: 2947.651855
	Iteration 46Q: 3 clusters Score -1010081 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1010104.375000 Penalty: 2947.651855
	Iteration 47Q: 3 clusters Score -1010104 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1010125.437500 Penalty: 2947.651855
	Iteration 48Q: 3 clusters Score -1010125 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1010155.250000 Penalty: 2947.651855
	Iteration 49Q: 3 clusters Score -1010155 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1010180.000000 Penalty: 2947.651855
	Iteration 50Q: 3 clusters Score -1010180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1010199.812500 Penalty: 2947.651855
	Iteration 51Q: 3 clusters Score -1010200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1010212.562500 Penalty: 2947.651855
	Iteration 52Q: 3 clusters Score -1010213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1010223.312500 Penalty: 2947.651855
	Iteration 53Q: 3 clusters Score -1010223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1010233.625000 Penalty: 2947.651855
	Iteration 54Q: 3 clusters Score -1010234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1010245.937500 Penalty: 2947.651855
	Iteration 55Q: 3 clusters Score -1010246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1010256.187500 Penalty: 2947.651855
	Iteration 56Q: 3 clusters Score -1010256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1010261.687500 Penalty: 2947.651855
	Iteration 57Q: 3 clusters Score -1010262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1010265.937500 Penalty: 2947.651855
	Iteration 58Q: 3 clusters Score -1010266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1010267.375000 Penalty: 2947.651855
	Iteration 59Q: 3 clusters Score -1010267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1010272.375000 Penalty: 2947.651855
	Iteration 60F: 3 clusters Score -1010272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1010276.937500 Penalty: 2947.651855
	Iteration 61Q: 3 clusters Score -1010277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1010278.062500 Penalty: 2947.651855
	Iteration 62Q: 3 clusters Score -1010278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1010278.062500 Penalty: 2947.651855
	Iteration 63F: 3 clusters Score -1010278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Entering Unmasked Estep 
Score: -3129698.000000 Penalty: 1643.523682
	Iteration 0F: 2 clusters Score -3129698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -3113108.500000 Penalty: 3287.047363
	Iteration 0F: 3 clusters Score -3113108 nChanged 11255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -3119263.000000 Penalty: 3287.047363
	Iteration 1F: 3 clusters Score -3119263 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -3119638.500000 Penalty: 3287.047363
	Iteration 2Q: 3 clusters Score -3119638 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -3120171.750000 Penalty: 3287.047363
	Iteration 3Q: 3 clusters Score -3120172 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -3120690.500000 Penalty: 3287.047363
	Iteration 4Q: 3 clusters Score -3120690 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -3121235.500000 Penalty: 3287.047363
	Iteration 5Q: 3 clusters Score -3121236 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -3121838.250000 Penalty: 3287.047363
	Iteration 6F: 3 clusters Score -3121838 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -3122601.500000 Penalty: 3287.047363
	Iteration 7F: 3 clusters Score -3122602 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -3123584.750000 Penalty: 3287.047363
	Iteration 8F: 3 clusters Score -3123585 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -3124617.500000 Penalty: 3287.047363
	Iteration 9F: 3 clusters Score -3124618 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -3125617.500000 Penalty: 3287.047363
	Iteration 10F: 3 clusters Score -3125618 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -3126513.750000 Penalty: 3287.047363
	Iteration 11Q: 3 clusters Score -3126514 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -3127163.750000 Penalty: 3287.047363
	Iteration 12Q: 3 clusters Score -3127164 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -3127582.500000 Penalty: 3287.047363
	Iteration 13Q: 3 clusters Score -3127582 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -3127958.250000 Penalty: 3287.047363
	Iteration 14Q: 3 clusters Score -3127958 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3128264.250000 Penalty: 3287.047363
	Iteration 15Q: 3 clusters Score -3128264 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3128499.000000 Penalty: 3287.047363
	Iteration 16Q: 3 clusters Score -3128499 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3128698.750000 Penalty: 3287.047363
	Iteration 17Q: 3 clusters Score -3128699 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3128847.750000 Penalty: 3287.047363
	Iteration 18Q: 3 clusters Score -3128848 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3128957.750000 Penalty: 3287.047363
	Iteration 19Q: 3 clusters Score -3128958 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3129027.750000 Penalty: 3287.047363
	Iteration 20F: 3 clusters Score -3129028 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3129079.250000 Penalty: 3287.047363
	Iteration 21Q: 3 clusters Score -3129079 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3129124.500000 Penalty: 3287.047363
	Iteration 22Q: 3 clusters Score -3129124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3129151.500000 Penalty: 3287.047363
	Iteration 23Q: 3 clusters Score -3129152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3129177.750000 Penalty: 3287.047363
	Iteration 24Q: 3 clusters Score -3129178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3129192.250000 Penalty: 3287.047363
	Iteration 25Q: 3 clusters Score -3129192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3129200.750000 Penalty: 3287.047363
	Iteration 26Q: 3 clusters Score -3129201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3129211.500000 Penalty: 3287.047363
	Iteration 27Q: 3 clusters Score -3129212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3129221.250000 Penalty: 3287.047363
	Iteration 28Q: 3 clusters Score -3129221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3129228.500000 Penalty: 3287.047363
	Iteration 29Q: 3 clusters Score -3129228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3129227.250000 Penalty: 3287.047363
	Iteration 30Q: 3 clusters Score -3129227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3129230.500000 Penalty: 3287.047363
	Iteration 31Q: 3 clusters Score -3129230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3129230.500000 Penalty: 3287.047363
	Iteration 32Q: 3 clusters Score -3129230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3129235.750000 Penalty: 3287.047363
	Iteration 33Q: 3 clusters Score -3129236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3129235.250000 Penalty: 3287.047363
	Iteration 34Q: 3 clusters Score -3129235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3129235.000000 Penalty: 3287.047363
	Iteration 35Q: 3 clusters Score -3129235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3129234.750000 Penalty: 3287.047363
	Iteration 36Q: 3 clusters Score -3129235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3129234.750000 Penalty: 3287.047363
	Iteration 37F: 3 clusters Score -3129235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -24714.265625 Penalty: 930.082581
	Iteration 0F: 2 clusters Score -24714.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23950.679688 Penalty: 1860.165161
	Iteration 0F: 3 clusters Score -23950.68 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24177.021484 Penalty: 1860.165161
	Iteration 1F: 3 clusters Score -24177.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24268.466797 Penalty: 1860.165161
	Iteration 2F: 3 clusters Score -24268.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24294.951172 Penalty: 1860.165161
	Iteration 3Q: 3 clusters Score -24294.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24304.687500 Penalty: 1860.165161
	Iteration 4Q: 3 clusters Score -24304.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24305.076172 Penalty: 1860.165161
	Iteration 5Q: 3 clusters Score -24305.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24305.076172 Penalty: 1860.165161
	Iteration 6F: 3 clusters Score -24305.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Entering Unmasked Estep 
Score: -735273.750000 Penalty: 1410.636719
	Iteration 0F: 2 clusters Score -735273.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -730732.687500 Penalty: 2821.273438
	Iteration 0F: 3 clusters Score -730732.7 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -732075.437500 Penalty: 2821.273438
	Iteration 1F: 3 clusters Score -732075.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -732248.062500 Penalty: 2821.273438
	Iteration 2F: 3 clusters Score -732248.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -732363.750000 Penalty: 2821.273438
	Iteration 3Q: 3 clusters Score -732363.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -732440.062500 Penalty: 2821.273438
	Iteration 4Q: 3 clusters Score -732440.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -732495.000000 Penalty: 2821.273438
	Iteration 5Q: 3 clusters Score -732495 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -732539.000000 Penalty: 2821.273438
	Iteration 6Q: 3 clusters Score -732539 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -732579.125000 Penalty: 2821.273438
	Iteration 7Q: 3 clusters Score -732579.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -732611.625000 Penalty: 2821.273438
	Iteration 8Q: 3 clusters Score -732611.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -732651.125000 Penalty: 2821.273438
	Iteration 9Q: 3 clusters Score -732651.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -732704.250000 Penalty: 2821.273438
	Iteration 10Q: 3 clusters Score -732704.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -732766.000000 Penalty: 2821.273438
	Iteration 11Q: 3 clusters Score -732766 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -732845.812500 Penalty: 2821.273438
	Iteration 12Q: 3 clusters Score -732845.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -732926.812500 Penalty: 2821.273438
	Iteration 13Q: 3 clusters Score -732926.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -733006.625000 Penalty: 2821.273438
	Iteration 14Q: 3 clusters Score -733006.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -733085.187500 Penalty: 2821.273438
	Iteration 15Q: 3 clusters Score -733085.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -733168.500000 Penalty: 2821.273438
	Iteration 16Q: 3 clusters Score -733168.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -733246.937500 Penalty: 2821.273438
	Iteration 17Q: 3 clusters Score -733246.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -733326.375000 Penalty: 2821.273438
	Iteration 18Q: 3 clusters Score -733326.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -733385.312500 Penalty: 2821.273438
	Iteration 19Q: 3 clusters Score -733385.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -733449.000000 Penalty: 2821.273438
	Iteration 20F: 3 clusters Score -733449 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -733515.562500 Penalty: 2821.273438
	Iteration 21Q: 3 clusters Score -733515.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -733582.625000 Penalty: 2821.273438
	Iteration 22Q: 3 clusters Score -733582.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -733638.625000 Penalty: 2821.273438
	Iteration 23Q: 3 clusters Score -733638.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -733679.375000 Penalty: 2821.273438
	Iteration 24Q: 3 clusters Score -733679.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -733724.687500 Penalty: 2821.273438
	Iteration 25Q: 3 clusters Score -733724.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -733761.312500 Penalty: 2821.273438
	Iteration 26Q: 3 clusters Score -733761.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -733804.125000 Penalty: 2821.273438
	Iteration 27Q: 3 clusters Score -733804.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -733839.875000 Penalty: 2821.273438
	Iteration 28Q: 3 clusters Score -733839.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -733881.000000 Penalty: 2821.273438
	Iteration 29Q: 3 clusters Score -733881 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -733930.937500 Penalty: 2821.273438
	Iteration 30Q: 3 clusters Score -733930.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -733970.375000 Penalty: 2821.273438
	Iteration 31Q: 3 clusters Score -733970.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -734006.687500 Penalty: 2821.273438
	Iteration 32Q: 3 clusters Score -734006.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -734031.937500 Penalty: 2821.273438
	Iteration 33Q: 3 clusters Score -734031.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -734055.250000 Penalty: 2821.273438
	Iteration 34Q: 3 clusters Score -734055.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -734070.250000 Penalty: 2821.273438
	Iteration 35Q: 3 clusters Score -734070.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -734081.500000 Penalty: 2821.273438
	Iteration 36Q: 3 clusters Score -734081.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -734087.812500 Penalty: 2821.273438
	Iteration 37Q: 3 clusters Score -734087.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -734094.250000 Penalty: 2821.273438
	Iteration 38Q: 3 clusters Score -734094.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -734098.687500 Penalty: 2821.273438
	Iteration 39Q: 3 clusters Score -734098.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -734102.625000 Penalty: 2821.273438
	Iteration 40F: 3 clusters Score -734102.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -734104.312500 Penalty: 2821.273438
	Iteration 41Q: 3 clusters Score -734104.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -734106.937500 Penalty: 2821.273438
	Iteration 42Q: 3 clusters Score -734106.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -734109.437500 Penalty: 2821.273438
	Iteration 43Q: 3 clusters Score -734109.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -734109.375000 Penalty: 2821.273438
	Iteration 44Q: 3 clusters Score -734109.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -734111.375000 Penalty: 2821.273438
	Iteration 45Q: 3 clusters Score -734111.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -734112.625000 Penalty: 2821.273438
	Iteration 46Q: 3 clusters Score -734112.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -734114.750000 Penalty: 2821.273438
	Iteration 47Q: 3 clusters Score -734114.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -734115.625000 Penalty: 2821.273438
	Iteration 48Q: 3 clusters Score -734115.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -734115.250000 Penalty: 2821.273438
	Iteration 49Q: 3 clusters Score -734115.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -734116.437500 Penalty: 2821.273438
	Iteration 50Q: 3 clusters Score -734116.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -734118.375000 Penalty: 2821.273438
	Iteration 51Q: 3 clusters Score -734118.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -734119.000000 Penalty: 2821.273438
	Iteration 52Q: 3 clusters Score -734119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -734119.437500 Penalty: 2821.273438
	Iteration 53Q: 3 clusters Score -734119.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -734119.812500 Penalty: 2821.273438
	Iteration 54Q: 3 clusters Score -734119.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -734123.437500 Penalty: 2821.273438
	Iteration 55Q: 3 clusters Score -734123.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -734126.125000 Penalty: 2821.273438
	Iteration 56Q: 3 clusters Score -734126.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -734126.750000 Penalty: 2821.273438
	Iteration 57Q: 3 clusters Score -734126.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -734128.375000 Penalty: 2821.273438
	Iteration 58Q: 3 clusters Score -734128.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -734129.000000 Penalty: 2821.273438
	Iteration 59Q: 3 clusters Score -734129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -734127.937500 Penalty: 2821.273438
	Iteration 60F: 3 clusters Score -734127.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -734130.625000 Penalty: 2821.273438
	Iteration 61Q: 3 clusters Score -734130.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -734131.375000 Penalty: 2821.273438
	Iteration 62Q: 3 clusters Score -734131.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -734131.500000 Penalty: 2821.273438
	Iteration 63Q: 3 clusters Score -734131.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -734131.500000 Penalty: 2821.273438
	Iteration 64F: 3 clusters Score -734131.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Entering Unmasked Estep 
Score: -354868.875000 Penalty: 1296.920532
	Iteration 0F: 2 clusters Score -354868.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -352139.218750 Penalty: 2593.841064
	Iteration 0F: 3 clusters Score -352139.2 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -352749.656250 Penalty: 2593.841064
	Iteration 1F: 3 clusters Score -352749.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -352922.375000 Penalty: 2593.841064
	Iteration 2F: 3 clusters Score -352922.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -353029.500000 Penalty: 2593.841064
	Iteration 3F: 3 clusters Score -353029.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -353096.406250 Penalty: 2593.841064
	Iteration 4Q: 3 clusters Score -353096.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -353152.562500 Penalty: 2593.841064
	Iteration 5Q: 3 clusters Score -353152.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -353219.656250 Penalty: 2593.841064
	Iteration 6Q: 3 clusters Score -353219.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -353283.687500 Penalty: 2593.841064
	Iteration 7Q: 3 clusters Score -353283.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -353352.218750 Penalty: 2593.841064
	Iteration 8Q: 3 clusters Score -353352.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -353406.343750 Penalty: 2593.841064
	Iteration 9Q: 3 clusters Score -353406.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -353460.593750 Penalty: 2593.841064
	Iteration 10Q: 3 clusters Score -353460.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -353517.093750 Penalty: 2593.841064
	Iteration 11Q: 3 clusters Score -353517.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -353580.062500 Penalty: 2593.841064
	Iteration 12Q: 3 clusters Score -353580.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -353641.062500 Penalty: 2593.841064
	Iteration 13Q: 3 clusters Score -353641.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -353684.812500 Penalty: 2593.841064
	Iteration 14Q: 3 clusters Score -353684.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -353717.000000 Penalty: 2593.841064
	Iteration 15Q: 3 clusters Score -353717 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -353741.812500 Penalty: 2593.841064
	Iteration 16Q: 3 clusters Score -353741.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -353763.843750 Penalty: 2593.841064
	Iteration 17Q: 3 clusters Score -353763.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -353778.250000 Penalty: 2593.841064
	Iteration 18Q: 3 clusters Score -353778.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -353788.531250 Penalty: 2593.841064
	Iteration 19Q: 3 clusters Score -353788.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -353793.375000 Penalty: 2593.841064
	Iteration 20F: 3 clusters Score -353793.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -353798.375000 Penalty: 2593.841064
	Iteration 21Q: 3 clusters Score -353798.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -353807.625000 Penalty: 2593.841064
	Iteration 22Q: 3 clusters Score -353807.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -353814.593750 Penalty: 2593.841064
	Iteration 23Q: 3 clusters Score -353814.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -353822.687500 Penalty: 2593.841064
	Iteration 24Q: 3 clusters Score -353822.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -353828.718750 Penalty: 2593.841064
	Iteration 25Q: 3 clusters Score -353828.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -353832.468750 Penalty: 2593.841064
	Iteration 26Q: 3 clusters Score -353832.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -353835.500000 Penalty: 2593.841064
	Iteration 27Q: 3 clusters Score -353835.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -353837.750000 Penalty: 2593.841064
	Iteration 28Q: 3 clusters Score -353837.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -353839.000000 Penalty: 2593.841064
	Iteration 29Q: 3 clusters Score -353839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -353841.656250 Penalty: 2593.841064
	Iteration 30Q: 3 clusters Score -353841.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -353842.375000 Penalty: 2593.841064
	Iteration 31Q: 3 clusters Score -353842.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -353844.531250 Penalty: 2593.841064
	Iteration 32Q: 3 clusters Score -353844.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -353845.843750 Penalty: 2593.841064
	Iteration 33Q: 3 clusters Score -353845.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -353845.843750 Penalty: 2593.841064
	Iteration 34F: 3 clusters Score -353845.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (51529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51529 members 
Entering Unmasked Estep 
Score: -6296991.500000 Penalty: 1763.108765
	Iteration 0F: 2 clusters Score -6296992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -6262476.500000 Penalty: 3526.217529
	Iteration 0F: 3 clusters Score -6262476 nChanged 24260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -6276211.000000 Penalty: 3526.217529
	Iteration 1F: 3 clusters Score -6276211 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -6276800.500000 Penalty: 3526.217529
	Iteration 2Q: 3 clusters Score -6276800 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -6277633.500000 Penalty: 3526.217529
	Iteration 3Q: 3 clusters Score -6277634 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -6278761.500000 Penalty: 3526.217529
	Iteration 4F: 3 clusters Score -6278762 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -6280419.500000 Penalty: 3526.217529
	Iteration 5F: 3 clusters Score -6280420 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -6282756.500000 Penalty: 3526.217529
	Iteration 6F: 3 clusters Score -6282756 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -6285705.000000 Penalty: 3526.217529
	Iteration 7F: 3 clusters Score -6285705 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -6289030.500000 Penalty: 3526.217529
	Iteration 8F: 3 clusters Score -6289030 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -6291868.000000 Penalty: 3526.217529
	Iteration 9F: 3 clusters Score -6291868 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 49222 members 
Entering Unmasked Estep 
Score: -6293709.000000 Penalty: 3526.217529
	Iteration 10Q: 3 clusters Score -6293709 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 50293 members 
Entering Unmasked Estep 
Score: -6294707.000000 Penalty: 3526.217529
	Iteration 11Q: 3 clusters Score -6294707 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 50758 members 
Entering Unmasked Estep 
Score: -6295129.500000 Penalty: 3526.217529
	Iteration 12Q: 3 clusters Score -6295130 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 50951 members 
Entering Unmasked Estep 
Score: -6295284.500000 Penalty: 3526.217529
	Iteration 13Q: 3 clusters Score -6295284 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -6295357.500000 Penalty: 3526.217529
	Iteration 14Q: 3 clusters Score -6295358 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 51088 members 
Entering Unmasked Estep 
Score: -6295404.000000 Penalty: 3526.217529
	Iteration 15Q: 3 clusters Score -6295404 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 51122 members 
Entering Unmasked Estep 
Score: -6295447.000000 Penalty: 3526.217529
	Iteration 16Q: 3 clusters Score -6295447 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 51156 members 
Entering Unmasked Estep 
Score: -6295484.000000 Penalty: 3526.217529
	Iteration 17Q: 3 clusters Score -6295484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 51172 members 
Entering Unmasked Estep 
Score: -6295509.500000 Penalty: 3526.217529
	Iteration 18Q: 3 clusters Score -6295510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 51174 members 
Entering Unmasked Estep 
Score: -6295521.000000 Penalty: 3526.217529
	Iteration 19Q: 3 clusters Score -6295521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 51178 members 
Entering Unmasked Estep 
Score: -6295520.500000 Penalty: 3526.217529
	Iteration 20F: 3 clusters Score -6295520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -6295524.500000 Penalty: 3526.217529
	Iteration 21Q: 3 clusters Score -6295524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 51189 members 
Entering Unmasked Estep 
Score: -6295528.000000 Penalty: 3526.217529
	Iteration 22Q: 3 clusters Score -6295528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 51192 members 
Entering Unmasked Estep 
Score: -6295540.000000 Penalty: 3526.217529
	Iteration 23Q: 3 clusters Score -6295540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 51194 members 
Entering Unmasked Estep 
Score: -6295540.000000 Penalty: 3526.217529
	Iteration 24Q: 3 clusters Score -6295540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -6295544.000000 Penalty: 3526.217529
	Iteration 25Q: 3 clusters Score -6295544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 51198 members 
Entering Unmasked Estep 
Score: -6295550.500000 Penalty: 3526.217529
	Iteration 26Q: 3 clusters Score -6295550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -6295551.000000 Penalty: 3526.217529
	Iteration 27Q: 3 clusters Score -6295551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 51203 members 
Entering Unmasked Estep 
Score: -6295559.000000 Penalty: 3526.217529
	Iteration 28Q: 3 clusters Score -6295559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 51208 members 
Entering Unmasked Estep 
Score: -6295559.500000 Penalty: 3526.217529
	Iteration 29Q: 3 clusters Score -6295560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 51213 members 
Entering Unmasked Estep 
Score: -6295566.500000 Penalty: 3526.217529
	Iteration 30Q: 3 clusters Score -6295566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 51219 members 
Entering Unmasked Estep 
Score: -6295570.500000 Penalty: 3526.217529
	Iteration 31Q: 3 clusters Score -6295570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 51224 members 
Entering Unmasked Estep 
Score: -6295568.000000 Penalty: 3526.217529
	Iteration 32Q: 3 clusters Score -6295568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 51226 members 
Entering Unmasked Estep 
Score: -6295581.000000 Penalty: 3526.217529
	Iteration 33Q: 3 clusters Score -6295581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 51228 members 
Entering Unmasked Estep 
Score: -6295578.500000 Penalty: 3526.217529
	Iteration 34Q: 3 clusters Score -6295578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 51229 members 
Entering Unmasked Estep 
Score: -6295584.000000 Penalty: 3526.217529
	Iteration 35Q: 3 clusters Score -6295584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
Score: -6295581.500000 Penalty: 3526.217529
	Iteration 36Q: 3 clusters Score -6295582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
Score: -6295581.500000 Penalty: 3526.217529
	Iteration 37F: 3 clusters Score -6295582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -145864.625000 Penalty: 1172.834595
	Iteration 0F: 2 clusters Score -145864.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -144210.984375 Penalty: 2345.669189
	Iteration 0F: 3 clusters Score -144211 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -144730.718750 Penalty: 2345.669189
	Iteration 1F: 3 clusters Score -144730.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -144932.671875 Penalty: 2345.669189
	Iteration 2F: 3 clusters Score -144932.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -145049.296875 Penalty: 2345.669189
	Iteration 3F: 3 clusters Score -145049.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -145104.984375 Penalty: 2345.669189
	Iteration 4Q: 3 clusters Score -145105 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -145142.515625 Penalty: 2345.669189
	Iteration 5Q: 3 clusters Score -145142.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -145176.640625 Penalty: 2345.669189
	Iteration 6Q: 3 clusters Score -145176.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -145215.031250 Penalty: 2345.669189
	Iteration 7Q: 3 clusters Score -145215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -145239.546875 Penalty: 2345.669189
	Iteration 8Q: 3 clusters Score -145239.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -145256.046875 Penalty: 2345.669189
	Iteration 9Q: 3 clusters Score -145256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -145284.031250 Penalty: 2345.669189
	Iteration 10Q: 3 clusters Score -145284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -145323.578125 Penalty: 2345.669189
	Iteration 11Q: 3 clusters Score -145323.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -145357.468750 Penalty: 2345.669189
	Iteration 12Q: 3 clusters Score -145357.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -145376.796875 Penalty: 2345.669189
	Iteration 13Q: 3 clusters Score -145376.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -145391.750000 Penalty: 2345.669189
	Iteration 14Q: 3 clusters Score -145391.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -145405.390625 Penalty: 2345.669189
	Iteration 15Q: 3 clusters Score -145405.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -145421.359375 Penalty: 2345.669189
	Iteration 16Q: 3 clusters Score -145421.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -145442.937500 Penalty: 2345.669189
	Iteration 17Q: 3 clusters Score -145442.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -145456.125000 Penalty: 2345.669189
	Iteration 18Q: 3 clusters Score -145456.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -145470.015625 Penalty: 2345.669189
	Iteration 19Q: 3 clusters Score -145470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -145480.531250 Penalty: 2345.669189
	Iteration 20F: 3 clusters Score -145480.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -145493.046875 Penalty: 2345.669189
	Iteration 21Q: 3 clusters Score -145493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -145501.015625 Penalty: 2345.669189
	Iteration 22Q: 3 clusters Score -145501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -145503.140625 Penalty: 2345.669189
	Iteration 23Q: 3 clusters Score -145503.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -145503.796875 Penalty: 2345.669189
	Iteration 24Q: 3 clusters Score -145503.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -145503.796875 Penalty: 2345.669189
	Iteration 25F: 3 clusters Score -145503.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Entering Unmasked Estep 
Score: -615816.625000 Penalty: 1382.279297
	Iteration 0F: 2 clusters Score -615816.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -611789.750000 Penalty: 2764.558594
	Iteration 0F: 3 clusters Score -611789.8 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -612971.187500 Penalty: 2764.558594
	Iteration 1F: 3 clusters Score -612971.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -613163.687500 Penalty: 2764.558594
	Iteration 2F: 3 clusters Score -613163.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -613304.375000 Penalty: 2764.558594
	Iteration 3F: 3 clusters Score -613304.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -613417.250000 Penalty: 2764.558594
	Iteration 4Q: 3 clusters Score -613417.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -613527.312500 Penalty: 2764.558594
	Iteration 5Q: 3 clusters Score -613527.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -613618.062500 Penalty: 2764.558594
	Iteration 6Q: 3 clusters Score -613618.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -613717.875000 Penalty: 2764.558594
	Iteration 7Q: 3 clusters Score -613717.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -613788.375000 Penalty: 2764.558594
	Iteration 8Q: 3 clusters Score -613788.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -613861.750000 Penalty: 2764.558594
	Iteration 9Q: 3 clusters Score -613861.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -613931.250000 Penalty: 2764.558594
	Iteration 10Q: 3 clusters Score -613931.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -613982.250000 Penalty: 2764.558594
	Iteration 11Q: 3 clusters Score -613982.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -614026.437500 Penalty: 2764.558594
	Iteration 12Q: 3 clusters Score -614026.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -614066.875000 Penalty: 2764.558594
	Iteration 13Q: 3 clusters Score -614066.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -614111.937500 Penalty: 2764.558594
	Iteration 14Q: 3 clusters Score -614111.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -614162.312500 Penalty: 2764.558594
	Iteration 15Q: 3 clusters Score -614162.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -614203.687500 Penalty: 2764.558594
	Iteration 16Q: 3 clusters Score -614203.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -614238.000000 Penalty: 2764.558594
	Iteration 17Q: 3 clusters Score -614238 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -614263.750000 Penalty: 2764.558594
	Iteration 18Q: 3 clusters Score -614263.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -614279.125000 Penalty: 2764.558594
	Iteration 19Q: 3 clusters Score -614279.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -614295.000000 Penalty: 2764.558594
	Iteration 20F: 3 clusters Score -614295 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -614304.000000 Penalty: 2764.558594
	Iteration 21Q: 3 clusters Score -614304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -614311.625000 Penalty: 2764.558594
	Iteration 22Q: 3 clusters Score -614311.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -614320.375000 Penalty: 2764.558594
	Iteration 23Q: 3 clusters Score -614320.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -614329.562500 Penalty: 2764.558594
	Iteration 24Q: 3 clusters Score -614329.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -614338.312500 Penalty: 2764.558594
	Iteration 25Q: 3 clusters Score -614338.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -614347.375000 Penalty: 2764.558594
	Iteration 26Q: 3 clusters Score -614347.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -614354.187500 Penalty: 2764.558594
	Iteration 27Q: 3 clusters Score -614354.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -614359.687500 Penalty: 2764.558594
	Iteration 28Q: 3 clusters Score -614359.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -614365.562500 Penalty: 2764.558594
	Iteration 29Q: 3 clusters Score -614365.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -614370.437500 Penalty: 2764.558594
	Iteration 30Q: 3 clusters Score -614370.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -614372.875000 Penalty: 2764.558594
	Iteration 31Q: 3 clusters Score -614372.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -614377.187500 Penalty: 2764.558594
	Iteration 32Q: 3 clusters Score -614377.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -614377.875000 Penalty: 2764.558594
	Iteration 33Q: 3 clusters Score -614377.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -614378.312500 Penalty: 2764.558594
	Iteration 34Q: 3 clusters Score -614378.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -614378.187500 Penalty: 2764.558594
	Iteration 35Q: 3 clusters Score -614378.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -614379.812500 Penalty: 2764.558594
	Iteration 36Q: 3 clusters Score -614379.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -614379.812500 Penalty: 2764.558594
	Iteration 37F: 3 clusters Score -614379.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Entering Unmasked Estep 
Score: -1185779.375000 Penalty: 1489.572021
	Iteration 0F: 2 clusters Score -1185779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1178866.250000 Penalty: 2979.144043
	Iteration 0F: 3 clusters Score -1178866 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1181017.375000 Penalty: 2979.144043
	Iteration 1F: 3 clusters Score -1181017 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1181340.875000 Penalty: 2979.144043
	Iteration 2F: 3 clusters Score -1181341 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1181641.000000 Penalty: 2979.144043
	Iteration 3F: 3 clusters Score -1181641 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1181932.250000 Penalty: 2979.144043
	Iteration 4F: 3 clusters Score -1181932 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1182278.625000 Penalty: 2979.144043
	Iteration 5Q: 3 clusters Score -1182279 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1182640.750000 Penalty: 2979.144043
	Iteration 6F: 3 clusters Score -1182641 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1183025.500000 Penalty: 2979.144043
	Iteration 7F: 3 clusters Score -1183026 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1183390.375000 Penalty: 2979.144043
	Iteration 8Q: 3 clusters Score -1183390 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1183669.875000 Penalty: 2979.144043
	Iteration 9Q: 3 clusters Score -1183670 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1183880.750000 Penalty: 2979.144043
	Iteration 10Q: 3 clusters Score -1183881 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1184056.125000 Penalty: 2979.144043
	Iteration 11Q: 3 clusters Score -1184056 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1184195.750000 Penalty: 2979.144043
	Iteration 12Q: 3 clusters Score -1184196 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1184305.875000 Penalty: 2979.144043
	Iteration 13Q: 3 clusters Score -1184306 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1184400.250000 Penalty: 2979.144043
	Iteration 14Q: 3 clusters Score -1184400 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1184471.500000 Penalty: 2979.144043
	Iteration 15Q: 3 clusters Score -1184472 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1184522.375000 Penalty: 2979.144043
	Iteration 16Q: 3 clusters Score -1184522 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1184565.500000 Penalty: 2979.144043
	Iteration 17Q: 3 clusters Score -1184566 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1184593.875000 Penalty: 2979.144043
	Iteration 18Q: 3 clusters Score -1184594 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1184617.125000 Penalty: 2979.144043
	Iteration 19Q: 3 clusters Score -1184617 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1184631.125000 Penalty: 2979.144043
	Iteration 20F: 3 clusters Score -1184631 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1184646.375000 Penalty: 2979.144043
	Iteration 21Q: 3 clusters Score -1184646 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1184648.875000 Penalty: 2979.144043
	Iteration 22Q: 3 clusters Score -1184649 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1184654.625000 Penalty: 2979.144043
	Iteration 23Q: 3 clusters Score -1184655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1184660.750000 Penalty: 2979.144043
	Iteration 24Q: 3 clusters Score -1184661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1184663.000000 Penalty: 2979.144043
	Iteration 25Q: 3 clusters Score -1184663 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1184673.750000 Penalty: 2979.144043
	Iteration 26Q: 3 clusters Score -1184674 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1184675.875000 Penalty: 2979.144043
	Iteration 27Q: 3 clusters Score -1184676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1184685.000000 Penalty: 2979.144043
	Iteration 28Q: 3 clusters Score -1184685 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1184693.625000 Penalty: 2979.144043
	Iteration 29Q: 3 clusters Score -1184694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1184698.250000 Penalty: 2979.144043
	Iteration 30Q: 3 clusters Score -1184698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1184703.750000 Penalty: 2979.144043
	Iteration 31Q: 3 clusters Score -1184704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1184705.125000 Penalty: 2979.144043
	Iteration 32Q: 3 clusters Score -1184705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1184705.625000 Penalty: 2979.144043
	Iteration 33Q: 3 clusters Score -1184706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1184707.625000 Penalty: 2979.144043
	Iteration 34Q: 3 clusters Score -1184708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1184708.125000 Penalty: 2979.144043
	Iteration 35Q: 3 clusters Score -1184708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1184707.500000 Penalty: 2979.144043
	Iteration 36Q: 3 clusters Score -1184708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1184708.875000 Penalty: 2979.144043
	Iteration 37Q: 3 clusters Score -1184709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1184711.375000 Penalty: 2979.144043
	Iteration 38Q: 3 clusters Score -1184711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1184712.000000 Penalty: 2979.144043
	Iteration 39Q: 3 clusters Score -1184712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1184712.750000 Penalty: 2979.144043
	Iteration 40F: 3 clusters Score -1184713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1184714.000000 Penalty: 2979.144043
	Iteration 41Q: 3 clusters Score -1184714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1184712.625000 Penalty: 2979.144043
	Iteration 42Q: 3 clusters Score -1184713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1184713.250000 Penalty: 2979.144043
	Iteration 43Q: 3 clusters Score -1184713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1184713.250000 Penalty: 2979.144043
	Iteration 44Q: 3 clusters Score -1184713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1184715.000000 Penalty: 2979.144043
	Iteration 45Q: 3 clusters Score -1184715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1184715.750000 Penalty: 2979.144043
	Iteration 46Q: 3 clusters Score -1184716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1184719.000000 Penalty: 2979.144043
	Iteration 47Q: 3 clusters Score -1184719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1184719.000000 Penalty: 2979.144043
	Iteration 48Q: 3 clusters Score -1184719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1184720.625000 Penalty: 2979.144043
	Iteration 49Q: 3 clusters Score -1184721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1184721.875000 Penalty: 2979.144043
	Iteration 50Q: 3 clusters Score -1184722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1184721.875000 Penalty: 2979.144043
	Iteration 51F: 3 clusters Score -1184722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (80690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80690 members 
Entering Unmasked Estep 
Score: -9826462.000000 Penalty: 1835.985229
	Iteration 0F: 2 clusters Score -9826462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -9772409.000000 Penalty: 3671.970459
	Iteration 0F: 3 clusters Score -9772409 nChanged 38431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -9794687.000000 Penalty: 3671.970459
	Iteration 1F: 3 clusters Score -9794687 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -9795316.000000 Penalty: 3671.970459
	Iteration 2Q: 3 clusters Score -9795316 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44363 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -9796146.000000 Penalty: 3671.970459
	Iteration 3Q: 3 clusters Score -9796146 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -9797109.000000 Penalty: 3671.970459
	Iteration 4Q: 3 clusters Score -9797109 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49598 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -9798792.000000 Penalty: 3671.970459
	Iteration 5Q: 3 clusters Score -9798792 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54060 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -9801434.000000 Penalty: 3671.970459
	Iteration 6F: 3 clusters Score -9801434 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59824 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -9805734.000000 Penalty: 3671.970459
	Iteration 7F: 3 clusters Score -9805734 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66408 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -9811464.000000 Penalty: 3671.970459
	Iteration 8F: 3 clusters Score -9811464 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72488 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -9817320.000000 Penalty: 3671.970459
	Iteration 9F: 3 clusters Score -9817320 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76742 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -9821470.000000 Penalty: 3671.970459
	Iteration 10F: 3 clusters Score -9821470 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78928 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -9823610.000000 Penalty: 3671.970459
	Iteration 11Q: 3 clusters Score -9823610 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79755 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -9824389.000000 Penalty: 3671.970459
	Iteration 12Q: 3 clusters Score -9824389 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80038 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9824684.000000 Penalty: 3671.970459
	Iteration 13Q: 3 clusters Score -9824684 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80137 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -9824827.000000 Penalty: 3671.970459
	Iteration 14Q: 3 clusters Score -9824827 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80188 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9824926.000000 Penalty: 3671.970459
	Iteration 15Q: 3 clusters Score -9824926 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80207 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -9824996.000000 Penalty: 3671.970459
	Iteration 16Q: 3 clusters Score -9824996 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80224 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -9825026.000000 Penalty: 3671.970459
	Iteration 17Q: 3 clusters Score -9825026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80236 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -9825057.000000 Penalty: 3671.970459
	Iteration 18Q: 3 clusters Score -9825057 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80243 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9825061.000000 Penalty: 3671.970459
	Iteration 19Q: 3 clusters Score -9825061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80248 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9825055.000000 Penalty: 3671.970459
	Iteration 20F: 3 clusters Score -9825055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80250 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -9825061.000000 Penalty: 3671.970459
	Iteration 21Q: 3 clusters Score -9825061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80249 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9825064.000000 Penalty: 3671.970459
	Iteration 22Q: 3 clusters Score -9825064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80253 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -9825065.000000 Penalty: 3671.970459
	Iteration 23Q: 3 clusters Score -9825065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80252 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9825069.000000 Penalty: 3671.970459
	Iteration 24Q: 3 clusters Score -9825069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80250 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -9825073.000000 Penalty: 3671.970459
	Iteration 25Q: 3 clusters Score -9825073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80250 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -9825073.000000 Penalty: 3671.970459
	Iteration 26F: 3 clusters Score -9825073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (34400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Entering Unmasked Estep 
Score: -4286885.000000 Penalty: 1697.444458
	Iteration 0F: 2 clusters Score -4286885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -4263840.000000 Penalty: 3394.888916
	Iteration 0F: 3 clusters Score -4263840 nChanged 15803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -4272723.000000 Penalty: 3394.888916
	Iteration 1F: 3 clusters Score -4272723 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -4273317.500000 Penalty: 3394.888916
	Iteration 2Q: 3 clusters Score -4273318 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -4274076.000000 Penalty: 3394.888916
	Iteration 3Q: 3 clusters Score -4274076 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -4274903.000000 Penalty: 3394.888916
	Iteration 4F: 3 clusters Score -4274903 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -4275931.000000 Penalty: 3394.888916
	Iteration 5F: 3 clusters Score -4275931 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -4277298.500000 Penalty: 3394.888916
	Iteration 6F: 3 clusters Score -4277298 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -4279006.500000 Penalty: 3394.888916
	Iteration 7F: 3 clusters Score -4279006 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -4280766.000000 Penalty: 3394.888916
	Iteration 8F: 3 clusters Score -4280766 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -4282135.500000 Penalty: 3394.888916
	Iteration 9Q: 3 clusters Score -4282136 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -4283010.500000 Penalty: 3394.888916
	Iteration 10Q: 3 clusters Score -4283010 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -4283613.500000 Penalty: 3394.888916
	Iteration 11Q: 3 clusters Score -4283614 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -4284052.000000 Penalty: 3394.888916
	Iteration 12Q: 3 clusters Score -4284052 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -4284363.000000 Penalty: 3394.888916
	Iteration 13Q: 3 clusters Score -4284363 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -4284618.500000 Penalty: 3394.888916
	Iteration 14Q: 3 clusters Score -4284618 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -4284787.500000 Penalty: 3394.888916
	Iteration 15Q: 3 clusters Score -4284788 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -4284935.500000 Penalty: 3394.888916
	Iteration 16Q: 3 clusters Score -4284936 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -4285035.000000 Penalty: 3394.888916
	Iteration 17Q: 3 clusters Score -4285035 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -4285121.500000 Penalty: 3394.888916
	Iteration 18Q: 3 clusters Score -4285122 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -4285191.500000 Penalty: 3394.888916
	Iteration 19Q: 3 clusters Score -4285192 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -4285241.500000 Penalty: 3394.888916
	Iteration 20F: 3 clusters Score -4285242 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -4285278.000000 Penalty: 3394.888916
	Iteration 21Q: 3 clusters Score -4285278 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -4285326.500000 Penalty: 3394.888916
	Iteration 22Q: 3 clusters Score -4285326 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -4285370.500000 Penalty: 3394.888916
	Iteration 23Q: 3 clusters Score -4285370 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -4285391.000000 Penalty: 3394.888916
	Iteration 24Q: 3 clusters Score -4285391 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -4285423.000000 Penalty: 3394.888916
	Iteration 25Q: 3 clusters Score -4285423 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -4285448.500000 Penalty: 3394.888916
	Iteration 26Q: 3 clusters Score -4285448 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -4285465.500000 Penalty: 3394.888916
	Iteration 27Q: 3 clusters Score -4285466 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -4285487.000000 Penalty: 3394.888916
	Iteration 28Q: 3 clusters Score -4285487 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -4285507.000000 Penalty: 3394.888916
	Iteration 29Q: 3 clusters Score -4285507 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -4285531.000000 Penalty: 3394.888916
	Iteration 30Q: 3 clusters Score -4285531 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -4285543.000000 Penalty: 3394.888916
	Iteration 31Q: 3 clusters Score -4285543 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -4285555.500000 Penalty: 3394.888916
	Iteration 32Q: 3 clusters Score -4285556 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -4285563.500000 Penalty: 3394.888916
	Iteration 33Q: 3 clusters Score -4285564 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -4285577.500000 Penalty: 3394.888916
	Iteration 34Q: 3 clusters Score -4285578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -4285576.000000 Penalty: 3394.888916
	Iteration 35Q: 3 clusters Score -4285576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -4285586.500000 Penalty: 3394.888916
	Iteration 36Q: 3 clusters Score -4285586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -4285597.500000 Penalty: 3394.888916
	Iteration 37Q: 3 clusters Score -4285598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -4285608.000000 Penalty: 3394.888916
	Iteration 38Q: 3 clusters Score -4285608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -4285607.000000 Penalty: 3394.888916
	Iteration 39Q: 3 clusters Score -4285607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -4285610.000000 Penalty: 3394.888916
	Iteration 40F: 3 clusters Score -4285610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -4285614.000000 Penalty: 3394.888916
	Iteration 41Q: 3 clusters Score -4285614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -4285613.000000 Penalty: 3394.888916
	Iteration 42Q: 3 clusters Score -4285613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -4285614.500000 Penalty: 3394.888916
	Iteration 43Q: 3 clusters Score -4285614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -4285613.000000 Penalty: 3394.888916
	Iteration 44Q: 3 clusters Score -4285613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -4285617.000000 Penalty: 3394.888916
	Iteration 45Q: 3 clusters Score -4285617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -4285620.000000 Penalty: 3394.888916
	Iteration 46Q: 3 clusters Score -4285620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -4285618.500000 Penalty: 3394.888916
	Iteration 47Q: 3 clusters Score -4285618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -4285624.000000 Penalty: 3394.888916
	Iteration 48Q: 3 clusters Score -4285624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -4285625.000000 Penalty: 3394.888916
	Iteration 49Q: 3 clusters Score -4285625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -4285627.500000 Penalty: 3394.888916
	Iteration 50Q: 3 clusters Score -4285628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -4285624.500000 Penalty: 3394.888916
	Iteration 51Q: 3 clusters Score -4285624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -4285624.000000 Penalty: 3394.888916
	Iteration 52Q: 3 clusters Score -4285624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -4285624.000000 Penalty: 3394.888916
	Iteration 53F: 3 clusters Score -4285624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -56570.585938 Penalty: 1024.472900
	Iteration 0F: 2 clusters Score -56570.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55499.222656 Penalty: 2048.945801
	Iteration 0F: 3 clusters Score -55499.22 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -55762.738281 Penalty: 2048.945801
	Iteration 1F: 3 clusters Score -55762.74 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -55948.179688 Penalty: 2048.945801
	Iteration 2F: 3 clusters Score -55948.18 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -56027.128906 Penalty: 2048.945801
	Iteration 3F: 3 clusters Score -56027.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -56067.960938 Penalty: 2048.945801
	Iteration 4Q: 3 clusters Score -56067.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56102.957031 Penalty: 2048.945801
	Iteration 5Q: 3 clusters Score -56102.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56128.523438 Penalty: 2048.945801
	Iteration 6Q: 3 clusters Score -56128.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56163.886719 Penalty: 2048.945801
	Iteration 7Q: 3 clusters Score -56163.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56173.574219 Penalty: 2048.945801
	Iteration 8Q: 3 clusters Score -56173.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56179.410156 Penalty: 2048.945801
	Iteration 9Q: 3 clusters Score -56179.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56184.761719 Penalty: 2048.945801
	Iteration 10Q: 3 clusters Score -56184.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -56185.628906 Penalty: 2048.945801
	Iteration 11Q: 3 clusters Score -56185.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -56187.351562 Penalty: 2048.945801
	Iteration 12Q: 3 clusters Score -56187.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -56189.742188 Penalty: 2048.945801
	Iteration 13Q: 3 clusters Score -56189.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -56193.187500 Penalty: 2048.945801
	Iteration 14Q: 3 clusters Score -56193.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -56194.765625 Penalty: 2048.945801
	Iteration 15Q: 3 clusters Score -56194.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -56198.535156 Penalty: 2048.945801
	Iteration 16Q: 3 clusters Score -56198.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -56200.058594 Penalty: 2048.945801
	Iteration 17Q: 3 clusters Score -56200.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -56201.097656 Penalty: 2048.945801
	Iteration 18Q: 3 clusters Score -56201.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -56201.097656 Penalty: 2048.945801
	Iteration 19F: 3 clusters Score -56201.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Entering Unmasked Estep 
Score: -616320.750000 Penalty: 1378.085938
	Iteration 0F: 2 clusters Score -616320.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -612500.375000 Penalty: 2756.171875
	Iteration 0F: 3 clusters Score -612500.4 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -613556.562500 Penalty: 2756.171875
	Iteration 1F: 3 clusters Score -613556.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -613713.187500 Penalty: 2756.171875
	Iteration 2F: 3 clusters Score -613713.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -613812.625000 Penalty: 2756.171875
	Iteration 3Q: 3 clusters Score -613812.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -613876.625000 Penalty: 2756.171875
	Iteration 4Q: 3 clusters Score -613876.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -613938.062500 Penalty: 2756.171875
	Iteration 5Q: 3 clusters Score -613938.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -613985.750000 Penalty: 2756.171875
	Iteration 6Q: 3 clusters Score -613985.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -614030.437500 Penalty: 2756.171875
	Iteration 7Q: 3 clusters Score -614030.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -614075.625000 Penalty: 2756.171875
	Iteration 8Q: 3 clusters Score -614075.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -614117.687500 Penalty: 2756.171875
	Iteration 9Q: 3 clusters Score -614117.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -614147.500000 Penalty: 2756.171875
	Iteration 10Q: 3 clusters Score -614147.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -614179.625000 Penalty: 2756.171875
	Iteration 11Q: 3 clusters Score -614179.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -614218.312500 Penalty: 2756.171875
	Iteration 12Q: 3 clusters Score -614218.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -614263.687500 Penalty: 2756.171875
	Iteration 13Q: 3 clusters Score -614263.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -614321.000000 Penalty: 2756.171875
	Iteration 14Q: 3 clusters Score -614321 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -614395.375000 Penalty: 2756.171875
	Iteration 15Q: 3 clusters Score -614395.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -614483.375000 Penalty: 2756.171875
	Iteration 16Q: 3 clusters Score -614483.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -614568.562500 Penalty: 2756.171875
	Iteration 17Q: 3 clusters Score -614568.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -614649.312500 Penalty: 2756.171875
	Iteration 18Q: 3 clusters Score -614649.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -614720.687500 Penalty: 2756.171875
	Iteration 19Q: 3 clusters Score -614720.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -614778.937500 Penalty: 2756.171875
	Iteration 20F: 3 clusters Score -614778.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -614837.562500 Penalty: 2756.171875
	Iteration 21Q: 3 clusters Score -614837.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -614883.500000 Penalty: 2756.171875
	Iteration 22Q: 3 clusters Score -614883.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -614917.625000 Penalty: 2756.171875
	Iteration 23Q: 3 clusters Score -614917.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -614948.125000 Penalty: 2756.171875
	Iteration 24Q: 3 clusters Score -614948.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -614972.187500 Penalty: 2756.171875
	Iteration 25Q: 3 clusters Score -614972.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -614986.187500 Penalty: 2756.171875
	Iteration 26Q: 3 clusters Score -614986.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -614996.312500 Penalty: 2756.171875
	Iteration 27Q: 3 clusters Score -614996.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -615001.000000 Penalty: 2756.171875
	Iteration 28Q: 3 clusters Score -615001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -615006.437500 Penalty: 2756.171875
	Iteration 29Q: 3 clusters Score -615006.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -615010.500000 Penalty: 2756.171875
	Iteration 30Q: 3 clusters Score -615010.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -615013.875000 Penalty: 2756.171875
	Iteration 31Q: 3 clusters Score -615013.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -615021.000000 Penalty: 2756.171875
	Iteration 32Q: 3 clusters Score -615021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -615029.687500 Penalty: 2756.171875
	Iteration 33Q: 3 clusters Score -615029.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -615036.625000 Penalty: 2756.171875
	Iteration 34Q: 3 clusters Score -615036.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -615040.375000 Penalty: 2756.171875
	Iteration 35Q: 3 clusters Score -615040.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -615046.937500 Penalty: 2756.171875
	Iteration 36Q: 3 clusters Score -615046.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -615049.562500 Penalty: 2756.171875
	Iteration 37Q: 3 clusters Score -615049.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -615051.625000 Penalty: 2756.171875
	Iteration 38Q: 3 clusters Score -615051.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -615051.625000 Penalty: 2756.171875
	Iteration 39F: 3 clusters Score -615051.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Entering Unmasked Estep 
Score: -211111.265625 Penalty: 1212.516602
	Iteration 0F: 2 clusters Score -211111.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -209191.171875 Penalty: 2425.033203
	Iteration 0F: 3 clusters Score -209191.2 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -209661.750000 Penalty: 2425.033203
	Iteration 1F: 3 clusters Score -209661.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -209827.765625 Penalty: 2425.033203
	Iteration 2F: 3 clusters Score -209827.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -210034.328125 Penalty: 2425.033203
	Iteration 3F: 3 clusters Score -210034.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -210267.453125 Penalty: 2425.033203
	Iteration 4F: 3 clusters Score -210267.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -210540.406250 Penalty: 2425.033203
	Iteration 5F: 3 clusters Score -210540.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -210933.031250 Penalty: 2425.033203
	Iteration 6F: 3 clusters Score -210933 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -211150.687500 Penalty: 2425.033203
	Iteration 7F: 3 clusters Score -211150.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -211262.296875 Penalty: 2425.033203
	Iteration 8Q: 3 clusters Score -211262.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -211329.500000 Penalty: 2425.033203
	Iteration 9Q: 3 clusters Score -211329.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -211367.906250 Penalty: 2425.033203
	Iteration 10Q: 3 clusters Score -211367.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -211402.546875 Penalty: 2425.033203
	Iteration 11Q: 3 clusters Score -211402.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -211427.703125 Penalty: 2425.033203
	Iteration 12Q: 3 clusters Score -211427.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -211436.015625 Penalty: 2425.033203
	Iteration 13Q: 3 clusters Score -211436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -211438.406250 Penalty: 2425.033203
	Iteration 14Q: 3 clusters Score -211438.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -211439.671875 Penalty: 2425.033203
	Iteration 15Q: 3 clusters Score -211439.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -211439.671875 Penalty: 2425.033203
	Iteration 16F: 3 clusters Score -211439.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 88401 members 
Mstep: Class 3 contains 7134 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54639 members 
Mstep: Class 6 contains 9604 members 
Mstep: Class 7 contains 5255 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 6909 members 
Mstep: Class 10 contains 103222 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 108964 members 
Mstep: Class 13 contains 14714 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6900 members 
Mstep: Class 16 contains 8688 members 
Mstep: Class 17 contains 24686 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5889 members 
Mstep: Class 20 contains 2925 members 
Mstep: Class 21 contains 51529 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4946 members 
Mstep: Class 24 contains 9572 members 
Mstep: Class 25 contains 80690 members 
Mstep: Class 26 contains 34400 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4820 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 2908 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3897 members 
Mstep: Class 34 contains 1362 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6362 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99743 members 
Mstep: Class 42 contains 8596 members 
Mstep: Class 43 contains 22591 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108187 members 
Mstep: Class 46 contains 929 members 
Entering Unmasked Estep 
Score: -111778624.000000 Penalty: 102634.984375
Splitting cluster 29 changes total score from -111779112.000000 to -111778624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (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: -344804.375000 Penalty: 1295.973389
	Iteration 0F: 2 clusters Score -344804.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -342085.125000 Penalty: 2591.946777
	Iteration 0F: 3 clusters Score -342085.1 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -342685.125000 Penalty: 2591.946777
	Iteration 1F: 3 clusters Score -342685.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -342810.312500 Penalty: 2591.946777
	Iteration 2F: 3 clusters Score -342810.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -342890.718750 Penalty: 2591.946777
	Iteration 3Q: 3 clusters Score -342890.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -342954.281250 Penalty: 2591.946777
	Iteration 4Q: 3 clusters Score -342954.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -343001.812500 Penalty: 2591.946777
	Iteration 5Q: 3 clusters Score -343001.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -343035.812500 Penalty: 2591.946777
	Iteration 6Q: 3 clusters Score -343035.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -343064.500000 Penalty: 2591.946777
	Iteration 7Q: 3 clusters Score -343064.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -343090.468750 Penalty: 2591.946777
	Iteration 8Q: 3 clusters Score -343090.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -343116.218750 Penalty: 2591.946777
	Iteration 9Q: 3 clusters Score -343116.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -343141.937500 Penalty: 2591.946777
	Iteration 10Q: 3 clusters Score -343141.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -343163.937500 Penalty: 2591.946777
	Iteration 11Q: 3 clusters Score -343163.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -343182.343750 Penalty: 2591.946777
	Iteration 12Q: 3 clusters Score -343182.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -343204.406250 Penalty: 2591.946777
	Iteration 13Q: 3 clusters Score -343204.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -343221.750000 Penalty: 2591.946777
	Iteration 14Q: 3 clusters Score -343221.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -343233.875000 Penalty: 2591.946777
	Iteration 15Q: 3 clusters Score -343233.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -343244.000000 Penalty: 2591.946777
	Iteration 16Q: 3 clusters Score -343244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -343258.062500 Penalty: 2591.946777
	Iteration 17Q: 3 clusters Score -343258.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -343265.906250 Penalty: 2591.946777
	Iteration 18Q: 3 clusters Score -343265.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -343277.218750 Penalty: 2591.946777
	Iteration 19Q: 3 clusters Score -343277.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -343290.750000 Penalty: 2591.946777
	Iteration 20F: 3 clusters Score -343290.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -343302.156250 Penalty: 2591.946777
	Iteration 21Q: 3 clusters Score -343302.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -343320.812500 Penalty: 2591.946777
	Iteration 22Q: 3 clusters Score -343320.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -343338.781250 Penalty: 2591.946777
	Iteration 23Q: 3 clusters Score -343338.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -343356.218750 Penalty: 2591.946777
	Iteration 24Q: 3 clusters Score -343356.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -343369.375000 Penalty: 2591.946777
	Iteration 25Q: 3 clusters Score -343369.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -343384.218750 Penalty: 2591.946777
	Iteration 26Q: 3 clusters Score -343384.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -343403.062500 Penalty: 2591.946777
	Iteration 27Q: 3 clusters Score -343403.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -343424.750000 Penalty: 2591.946777
	Iteration 28Q: 3 clusters Score -343424.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -343446.406250 Penalty: 2591.946777
	Iteration 29Q: 3 clusters Score -343446.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -343461.000000 Penalty: 2591.946777
	Iteration 30Q: 3 clusters Score -343461 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -343473.750000 Penalty: 2591.946777
	Iteration 31Q: 3 clusters Score -343473.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -343489.875000 Penalty: 2591.946777
	Iteration 32Q: 3 clusters Score -343489.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -343507.281250 Penalty: 2591.946777
	Iteration 33Q: 3 clusters Score -343507.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -343523.875000 Penalty: 2591.946777
	Iteration 34Q: 3 clusters Score -343523.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -343541.593750 Penalty: 2591.946777
	Iteration 35Q: 3 clusters Score -343541.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -343558.562500 Penalty: 2591.946777
	Iteration 36Q: 3 clusters Score -343558.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -343576.250000 Penalty: 2591.946777
	Iteration 37Q: 3 clusters Score -343576.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -343595.750000 Penalty: 2591.946777
	Iteration 38Q: 3 clusters Score -343595.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -343613.187500 Penalty: 2591.946777
	Iteration 39Q: 3 clusters Score -343613.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -343634.468750 Penalty: 2591.946777
	Iteration 40F: 3 clusters Score -343634.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -343652.500000 Penalty: 2591.946777
	Iteration 41Q: 3 clusters Score -343652.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -343662.750000 Penalty: 2591.946777
	Iteration 42Q: 3 clusters Score -343662.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -343667.281250 Penalty: 2591.946777
	Iteration 43Q: 3 clusters Score -343667.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -343671.000000 Penalty: 2591.946777
	Iteration 44Q: 3 clusters Score -343671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -343673.937500 Penalty: 2591.946777
	Iteration 45Q: 3 clusters Score -343673.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -343679.125000 Penalty: 2591.946777
	Iteration 46Q: 3 clusters Score -343679.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -343682.437500 Penalty: 2591.946777
	Iteration 47Q: 3 clusters Score -343682.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -343687.156250 Penalty: 2591.946777
	Iteration 48Q: 3 clusters Score -343687.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -343690.812500 Penalty: 2591.946777
	Iteration 49Q: 3 clusters Score -343690.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -343694.656250 Penalty: 2591.946777
	Iteration 50Q: 3 clusters Score -343694.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -343699.468750 Penalty: 2591.946777
	Iteration 51Q: 3 clusters Score -343699.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -343706.937500 Penalty: 2591.946777
	Iteration 52Q: 3 clusters Score -343706.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -343715.250000 Penalty: 2591.946777
	Iteration 53Q: 3 clusters Score -343715.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -343726.906250 Penalty: 2591.946777
	Iteration 54Q: 3 clusters Score -343726.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -343737.343750 Penalty: 2591.946777
	Iteration 55Q: 3 clusters Score -343737.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -343744.093750 Penalty: 2591.946777
	Iteration 56Q: 3 clusters Score -343744.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -343758.406250 Penalty: 2591.946777
	Iteration 57Q: 3 clusters Score -343758.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -343772.531250 Penalty: 2591.946777
	Iteration 58Q: 3 clusters Score -343772.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -343782.625000 Penalty: 2591.946777
	Iteration 59Q: 3 clusters Score -343782.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -343786.187500 Penalty: 2591.946777
	Iteration 60F: 3 clusters Score -343786.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -343790.218750 Penalty: 2591.946777
	Iteration 61Q: 3 clusters Score -343790.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -343796.250000 Penalty: 2591.946777
	Iteration 62Q: 3 clusters Score -343796.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -343799.906250 Penalty: 2591.946777
	Iteration 63Q: 3 clusters Score -343799.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -343802.281250 Penalty: 2591.946777
	Iteration 64Q: 3 clusters Score -343802.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -343805.312500 Penalty: 2591.946777
	Iteration 65Q: 3 clusters Score -343805.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -343807.718750 Penalty: 2591.946777
	Iteration 66Q: 3 clusters Score -343807.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -343810.562500 Penalty: 2591.946777
	Iteration 67Q: 3 clusters Score -343810.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -343812.062500 Penalty: 2591.946777
	Iteration 68Q: 3 clusters Score -343812.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -343812.062500 Penalty: 2591.946777
	Iteration 69F: 3 clusters Score -343812.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Entering Unmasked Estep 
Score: -562473.437500 Penalty: 1367.571533
	Iteration 0F: 2 clusters Score -562473.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -558839.625000 Penalty: 2735.143066
	Iteration 0F: 3 clusters Score -558839.6 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -559781.187500 Penalty: 2735.143066
	Iteration 1F: 3 clusters Score -559781.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -559927.375000 Penalty: 2735.143066
	Iteration 2F: 3 clusters Score -559927.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -560014.625000 Penalty: 2735.143066
	Iteration 3Q: 3 clusters Score -560014.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -560082.687500 Penalty: 2735.143066
	Iteration 4Q: 3 clusters Score -560082.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -560146.125000 Penalty: 2735.143066
	Iteration 5Q: 3 clusters Score -560146.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -560207.625000 Penalty: 2735.143066
	Iteration 6Q: 3 clusters Score -560207.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -560273.812500 Penalty: 2735.143066
	Iteration 7Q: 3 clusters Score -560273.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -560334.937500 Penalty: 2735.143066
	Iteration 8Q: 3 clusters Score -560334.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -560391.437500 Penalty: 2735.143066
	Iteration 9Q: 3 clusters Score -560391.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -560439.125000 Penalty: 2735.143066
	Iteration 10Q: 3 clusters Score -560439.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -560482.187500 Penalty: 2735.143066
	Iteration 11Q: 3 clusters Score -560482.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -560519.875000 Penalty: 2735.143066
	Iteration 12Q: 3 clusters Score -560519.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -560556.375000 Penalty: 2735.143066
	Iteration 13Q: 3 clusters Score -560556.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -560597.437500 Penalty: 2735.143066
	Iteration 14Q: 3 clusters Score -560597.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -560653.000000 Penalty: 2735.143066
	Iteration 15Q: 3 clusters Score -560653 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -560716.687500 Penalty: 2735.143066
	Iteration 16Q: 3 clusters Score -560716.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -560788.250000 Penalty: 2735.143066
	Iteration 17Q: 3 clusters Score -560788.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -560853.625000 Penalty: 2735.143066
	Iteration 18Q: 3 clusters Score -560853.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -560912.500000 Penalty: 2735.143066
	Iteration 19Q: 3 clusters Score -560912.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -560972.375000 Penalty: 2735.143066
	Iteration 20F: 3 clusters Score -560972.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -561048.125000 Penalty: 2735.143066
	Iteration 21Q: 3 clusters Score -561048.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -561141.437500 Penalty: 2735.143066
	Iteration 22Q: 3 clusters Score -561141.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -561263.750000 Penalty: 2735.143066
	Iteration 23Q: 3 clusters Score -561263.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -561399.187500 Penalty: 2735.143066
	Iteration 24Q: 3 clusters Score -561399.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -561550.000000 Penalty: 2735.143066
	Iteration 25Q: 3 clusters Score -561550 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -561792.750000 Penalty: 2735.143066
	Iteration 26Q: 3 clusters Score -561792.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -562032.750000 Penalty: 2735.143066
	Iteration 27Q: 3 clusters Score -562032.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -562162.875000 Penalty: 2735.143066
	Iteration 28Q: 3 clusters Score -562162.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -562259.687500 Penalty: 2735.143066
	Iteration 29Q: 3 clusters Score -562259.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -562368.187500 Penalty: 2735.143066
	Iteration 30Q: 3 clusters Score -562368.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -562518.187500 Penalty: 2735.143066
	Iteration 31Q: 3 clusters Score -562518.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -562650.500000 Penalty: 2735.143066
	Iteration 32Q: 3 clusters Score -562650.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -562756.562500 Penalty: 2735.143066
	Iteration 33Q: 3 clusters Score -562756.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -562805.562500 Penalty: 2735.143066
	Iteration 34Q: 3 clusters Score -562805.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -562830.125000 Penalty: 2735.143066
	Iteration 35Q: 3 clusters Score -562830.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -562852.500000 Penalty: 2735.143066
	Iteration 36Q: 3 clusters Score -562852.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -562863.937500 Penalty: 2735.143066
	Iteration 37Q: 3 clusters Score -562863.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -562872.187500 Penalty: 2735.143066
	Iteration 38Q: 3 clusters Score -562872.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -562877.937500 Penalty: 2735.143066
	Iteration 39Q: 3 clusters Score -562877.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -562881.000000 Penalty: 2735.143066
	Iteration 40F: 3 clusters Score -562881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -562881.562500 Penalty: 2735.143066
	Iteration 41Q: 3 clusters Score -562881.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -562881.312500 Penalty: 2735.143066
	Iteration 42Q: 3 clusters Score -562881.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -562881.875000 Penalty: 2735.143066
	Iteration 43Q: 3 clusters Score -562881.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -562881.875000 Penalty: 2735.143066
	Iteration 44F: 3 clusters Score -562881.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 88401 members 
Mstep: Class 3 contains 7134 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54639 members 
Mstep: Class 6 contains 9604 members 
Mstep: Class 7 contains 5255 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 6909 members 
Mstep: Class 10 contains 103222 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 108964 members 
Mstep: Class 13 contains 14714 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6900 members 
Mstep: Class 16 contains 8688 members 
Mstep: Class 17 contains 24686 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5889 members 
Mstep: Class 20 contains 2925 members 
Mstep: Class 21 contains 51529 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4946 members 
Mstep: Class 24 contains 9572 members 
Mstep: Class 25 contains 80690 members 
Mstep: Class 26 contains 34400 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4820 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2908 members 
Mstep: Class 31 contains 2936 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3897 members 
Mstep: Class 34 contains 1362 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6362 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99743 members 
Mstep: Class 42 contains 8596 members 
Mstep: Class 43 contains 22591 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108187 members 
Mstep: Class 46 contains 1582 members 
Entering Unmasked Estep 
Score: -111778952.000000 Penalty: 102634.984375
Splitting cluster 31 changes total score from -111779112.000000 to -111778952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -20143.847656 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -20143.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19425.378906 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -19425.38 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19768.726562 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -19768.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19909.789062 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -19909.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19995.109375 Penalty: 1863.335938
	Iteration 3Q: 3 clusters Score -19995.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20052.066406 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -20052.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20074.550781 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -20074.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20098.052734 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -20098.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20134.431641 Penalty: 1863.335938
	Iteration 7Q: 3 clusters Score -20134.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20145.291016 Penalty: 1863.335938
	Iteration 8Q: 3 clusters Score -20145.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20145.291016 Penalty: 1863.335938
	Iteration 9F: 3 clusters Score -20145.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 88401 members 
Mstep: Class 3 contains 7134 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54639 members 
Mstep: Class 6 contains 9604 members 
Mstep: Class 7 contains 5255 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 6909 members 
Mstep: Class 10 contains 103222 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 108964 members 
Mstep: Class 13 contains 14714 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6900 members 
Mstep: Class 16 contains 8688 members 
Mstep: Class 17 contains 24686 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5889 members 
Mstep: Class 20 contains 2925 members 
Mstep: Class 21 contains 51529 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4946 members 
Mstep: Class 24 contains 9572 members 
Mstep: Class 25 contains 80690 members 
Mstep: Class 26 contains 34400 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4820 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2908 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 3897 members 
Mstep: Class 34 contains 1362 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6362 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99743 members 
Mstep: Class 42 contains 8596 members 
Mstep: Class 43 contains 22591 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108187 members 
Mstep: Class 46 contains 107 members 
Entering Unmasked Estep 
Score: -111778056.000000 Penalty: 102634.984375
Splitting cluster 32 changes total score from -111779112.000000 to -111778056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (3897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Entering Unmasked Estep 
Score: -442821.656250 Penalty: 1343.543945
	Iteration 0F: 2 clusters Score -442821.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -439588.000000 Penalty: 2687.087891
	Iteration 0F: 3 clusters Score -439588 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -440765.875000 Penalty: 2687.087891
	Iteration 1F: 3 clusters Score -440765.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -441014.968750 Penalty: 2687.087891
	Iteration 2F: 3 clusters Score -441015 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -441218.875000 Penalty: 2687.087891
	Iteration 3F: 3 clusters Score -441218.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -441376.718750 Penalty: 2687.087891
	Iteration 4F: 3 clusters Score -441376.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -441528.906250 Penalty: 2687.087891
	Iteration 5Q: 3 clusters Score -441528.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -441653.312500 Penalty: 2687.087891
	Iteration 6Q: 3 clusters Score -441653.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -441757.281250 Penalty: 2687.087891
	Iteration 7Q: 3 clusters Score -441757.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -441828.031250 Penalty: 2687.087891
	Iteration 8Q: 3 clusters Score -441828 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -441879.312500 Penalty: 2687.087891
	Iteration 9Q: 3 clusters Score -441879.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -441921.343750 Penalty: 2687.087891
	Iteration 10Q: 3 clusters Score -441921.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -441945.781250 Penalty: 2687.087891
	Iteration 11Q: 3 clusters Score -441945.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -441967.812500 Penalty: 2687.087891
	Iteration 12Q: 3 clusters Score -441967.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -441982.500000 Penalty: 2687.087891
	Iteration 13Q: 3 clusters Score -441982.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -441992.156250 Penalty: 2687.087891
	Iteration 14Q: 3 clusters Score -441992.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -442004.406250 Penalty: 2687.087891
	Iteration 15Q: 3 clusters Score -442004.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -442031.218750 Penalty: 2687.087891
	Iteration 16Q: 3 clusters Score -442031.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -442083.375000 Penalty: 2687.087891
	Iteration 17Q: 3 clusters Score -442083.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -442152.031250 Penalty: 2687.087891
	Iteration 18Q: 3 clusters Score -442152 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -442213.718750 Penalty: 2687.087891
	Iteration 19Q: 3 clusters Score -442213.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -442270.312500 Penalty: 2687.087891
	Iteration 20F: 3 clusters Score -442270.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -442310.781250 Penalty: 2687.087891
	Iteration 21Q: 3 clusters Score -442310.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -442333.781250 Penalty: 2687.087891
	Iteration 22Q: 3 clusters Score -442333.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -442347.937500 Penalty: 2687.087891
	Iteration 23Q: 3 clusters Score -442347.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -442353.562500 Penalty: 2687.087891
	Iteration 24Q: 3 clusters Score -442353.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -442359.218750 Penalty: 2687.087891
	Iteration 25Q: 3 clusters Score -442359.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -442361.843750 Penalty: 2687.087891
	Iteration 26Q: 3 clusters Score -442361.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -442364.406250 Penalty: 2687.087891
	Iteration 27Q: 3 clusters Score -442364.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -442366.968750 Penalty: 2687.087891
	Iteration 28Q: 3 clusters Score -442367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -442370.218750 Penalty: 2687.087891
	Iteration 29Q: 3 clusters Score -442370.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -442372.281250 Penalty: 2687.087891
	Iteration 30Q: 3 clusters Score -442372.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -442374.187500 Penalty: 2687.087891
	Iteration 31Q: 3 clusters Score -442374.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -442375.812500 Penalty: 2687.087891
	Iteration 32Q: 3 clusters Score -442375.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -442375.562500 Penalty: 2687.087891
	Iteration 33Q: 3 clusters Score -442375.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -442375.562500 Penalty: 2687.087891
	Iteration 34F: 3 clusters Score -442375.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Entering Unmasked Estep 
Score: -165850.140625 Penalty: 1172.715332
	Iteration 0F: 2 clusters Score -165850.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -164159.000000 Penalty: 2345.430664
	Iteration 0F: 3 clusters Score -164159 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -164473.703125 Penalty: 2345.430664
	Iteration 1F: 3 clusters Score -164473.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -164609.531250 Penalty: 2345.430664
	Iteration 2F: 3 clusters Score -164609.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -164717.703125 Penalty: 2345.430664
	Iteration 3F: 3 clusters Score -164717.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -164793.593750 Penalty: 2345.430664
	Iteration 4Q: 3 clusters Score -164793.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -164874.531250 Penalty: 2345.430664
	Iteration 5Q: 3 clusters Score -164874.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -164945.390625 Penalty: 2345.430664
	Iteration 6Q: 3 clusters Score -164945.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -165048.187500 Penalty: 2345.430664
	Iteration 7Q: 3 clusters Score -165048.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -165140.593750 Penalty: 2345.430664
	Iteration 8Q: 3 clusters Score -165140.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -165214.203125 Penalty: 2345.430664
	Iteration 9Q: 3 clusters Score -165214.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -165265.921875 Penalty: 2345.430664
	Iteration 10Q: 3 clusters Score -165265.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -165293.859375 Penalty: 2345.430664
	Iteration 11Q: 3 clusters Score -165293.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -165313.531250 Penalty: 2345.430664
	Iteration 12Q: 3 clusters Score -165313.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -165332.687500 Penalty: 2345.430664
	Iteration 13Q: 3 clusters Score -165332.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -165356.125000 Penalty: 2345.430664
	Iteration 14Q: 3 clusters Score -165356.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -165375.750000 Penalty: 2345.430664
	Iteration 15Q: 3 clusters Score -165375.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -165386.265625 Penalty: 2345.430664
	Iteration 16Q: 3 clusters Score -165386.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -165392.000000 Penalty: 2345.430664
	Iteration 17Q: 3 clusters Score -165392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -165393.890625 Penalty: 2345.430664
	Iteration 18Q: 3 clusters Score -165393.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -165396.796875 Penalty: 2345.430664
	Iteration 19Q: 3 clusters Score -165396.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -165402.250000 Penalty: 2345.430664
	Iteration 20F: 3 clusters Score -165402.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -165407.375000 Penalty: 2345.430664
	Iteration 21Q: 3 clusters Score -165407.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -165411.109375 Penalty: 2345.430664
	Iteration 22Q: 3 clusters Score -165411.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -165413.140625 Penalty: 2345.430664
	Iteration 23Q: 3 clusters Score -165413.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -165414.859375 Penalty: 2345.430664
	Iteration 24Q: 3 clusters Score -165414.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -165417.437500 Penalty: 2345.430664
	Iteration 25Q: 3 clusters Score -165417.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -165418.765625 Penalty: 2345.430664
	Iteration 26Q: 3 clusters Score -165418.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -165419.656250 Penalty: 2345.430664
	Iteration 27Q: 3 clusters Score -165419.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -165420.171875 Penalty: 2345.430664
	Iteration 28Q: 3 clusters Score -165420.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -165420.718750 Penalty: 2345.430664
	Iteration 29Q: 3 clusters Score -165420.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -165422.859375 Penalty: 2345.430664
	Iteration 30Q: 3 clusters Score -165422.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -165423.171875 Penalty: 2345.430664
	Iteration 31Q: 3 clusters Score -165423.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -165423.171875 Penalty: 2345.430664
	Iteration 32F: 3 clusters Score -165423.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -17242.093750 Penalty: 895.275635
	Iteration 0F: 2 clusters Score -17242.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16502.925781 Penalty: 1790.551270
	Iteration 0F: 3 clusters Score -16502.93 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16679.767578 Penalty: 1790.551270
	Iteration 1F: 3 clusters Score -16679.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16820.570312 Penalty: 1790.551270
	Iteration 2F: 3 clusters Score -16820.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16889.464844 Penalty: 1790.551270
	Iteration 3Q: 3 clusters Score -16889.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16928.769531 Penalty: 1790.551270
	Iteration 4Q: 3 clusters Score -16928.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16941.531250 Penalty: 1790.551270
	Iteration 5Q: 3 clusters Score -16941.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16941.531250 Penalty: 1790.551270
	Iteration 6F: 3 clusters Score -16941.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -64137.296875 Penalty: 1053.753296
	Iteration 0F: 2 clusters Score -64137.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -63059.601562 Penalty: 2107.506592
	Iteration 0F: 3 clusters Score -63059.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -63472.914062 Penalty: 2107.506592
	Iteration 1F: 3 clusters Score -63472.91 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -63668.148438 Penalty: 2107.506592
	Iteration 2F: 3 clusters Score -63668.15 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -63769.492188 Penalty: 2107.506592
	Iteration 3F: 3 clusters Score -63769.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -63862.140625 Penalty: 2107.506592
	Iteration 4Q: 3 clusters Score -63862.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -63983.195312 Penalty: 2107.506592
	Iteration 5Q: 3 clusters Score -63983.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -64089.960938 Penalty: 2107.506592
	Iteration 6Q: 3 clusters Score -64089.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64124.363281 Penalty: 2107.506592
	Iteration 7Q: 3 clusters Score -64124.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64126.804688 Penalty: 2107.506592
	Iteration 8Q: 3 clusters Score -64126.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -64130.238281 Penalty: 2107.506592
	Iteration 9Q: 3 clusters Score -64130.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64138.277344 Penalty: 2107.506592
	Iteration 10Q: 3 clusters Score -64138.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -64140.707031 Penalty: 2107.506592
	Iteration 11Q: 3 clusters Score -64140.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64142.570312 Penalty: 2107.506592
	Iteration 12Q: 3 clusters Score -64142.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64144.554688 Penalty: 2107.506592
	Iteration 13F: 3 clusters Score -64144.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -64156.636719 Penalty: 2107.506592
	Iteration 14Q: 3 clusters Score -64156.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -64162.488281 Penalty: 2107.506592
	Iteration 15Q: 3 clusters Score -64162.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -64164.324219 Penalty: 2107.506592
	Iteration 16Q: 3 clusters Score -64164.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64164.992188 Penalty: 2107.506592
	Iteration 17Q: 3 clusters Score -64164.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64164.992188 Penalty: 2107.506592
	Iteration 18F: 3 clusters Score -64164.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 88401 members 
Mstep: Class 3 contains 7134 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54639 members 
Mstep: Class 6 contains 9604 members 
Mstep: Class 7 contains 5255 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 6909 members 
Mstep: Class 10 contains 103222 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 108964 members 
Mstep: Class 13 contains 14714 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6900 members 
Mstep: Class 16 contains 8688 members 
Mstep: Class 17 contains 24686 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5889 members 
Mstep: Class 20 contains 2925 members 
Mstep: Class 21 contains 51529 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4946 members 
Mstep: Class 24 contains 9572 members 
Mstep: Class 25 contains 80690 members 
Mstep: Class 26 contains 34400 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4820 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2908 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3897 members 
Mstep: Class 34 contains 1362 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 395 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6362 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99743 members 
Mstep: Class 42 contains 8596 members 
Mstep: Class 43 contains 22591 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108187 members 
Mstep: Class 46 contains 260 members 
Entering Unmasked Estep 
Score: -111778200.000000 Penalty: 102634.984375
Splitting cluster 36 changes total score from -111779112.000000 to -111778200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -95782.273438 Penalty: 1080.670288
	Iteration 0F: 2 clusters Score -95782.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -94501.914062 Penalty: 2161.340576
	Iteration 0F: 3 clusters Score -94501.91 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -94703.257812 Penalty: 2161.340576
	Iteration 1F: 3 clusters Score -94703.26 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -94752.312500 Penalty: 2161.340576
	Iteration 2F: 3 clusters Score -94752.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -94774.632812 Penalty: 2161.340576
	Iteration 3Q: 3 clusters Score -94774.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -94790.328125 Penalty: 2161.340576
	Iteration 4Q: 3 clusters Score -94790.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -94801.562500 Penalty: 2161.340576
	Iteration 5Q: 3 clusters Score -94801.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -94809.289062 Penalty: 2161.340576
	Iteration 6Q: 3 clusters Score -94809.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -94811.351562 Penalty: 2161.340576
	Iteration 7Q: 3 clusters Score -94811.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -94811.351562 Penalty: 2161.340576
	Iteration 8F: 3 clusters Score -94811.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Entering Unmasked Estep 
Score: -66556.812500 Penalty: 1061.504272
	Iteration 0F: 2 clusters Score -66556.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -65400.988281 Penalty: 2123.008545
	Iteration 0F: 3 clusters Score -65400.99 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -65685.921875 Penalty: 2123.008545
	Iteration 1F: 3 clusters Score -65685.92 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -65813.328125 Penalty: 2123.008545
	Iteration 2F: 3 clusters Score -65813.33 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -65871.242188 Penalty: 2123.008545
	Iteration 3Q: 3 clusters Score -65871.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -65923.507812 Penalty: 2123.008545
	Iteration 4Q: 3 clusters Score -65923.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -65958.296875 Penalty: 2123.008545
	Iteration 5Q: 3 clusters Score -65958.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -65991.492188 Penalty: 2123.008545
	Iteration 6Q: 3 clusters Score -65991.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -66015.578125 Penalty: 2123.008545
	Iteration 7Q: 3 clusters Score -66015.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -66044.765625 Penalty: 2123.008545
	Iteration 8Q: 3 clusters Score -66044.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -66070.250000 Penalty: 2123.008545
	Iteration 9Q: 3 clusters Score -66070.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -66086.281250 Penalty: 2123.008545
	Iteration 10Q: 3 clusters Score -66086.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -66096.437500 Penalty: 2123.008545
	Iteration 11Q: 3 clusters Score -66096.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -66110.937500 Penalty: 2123.008545
	Iteration 12Q: 3 clusters Score -66110.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -66117.906250 Penalty: 2123.008545
	Iteration 13Q: 3 clusters Score -66117.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -66125.218750 Penalty: 2123.008545
	Iteration 14Q: 3 clusters Score -66125.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -66127.414062 Penalty: 2123.008545
	Iteration 15Q: 3 clusters Score -66127.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -66128.601562 Penalty: 2123.008545
	Iteration 16Q: 3 clusters Score -66128.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -66128.796875 Penalty: 2123.008545
	Iteration 17F: 3 clusters Score -66128.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -66132.843750 Penalty: 2123.008545
	Iteration 18Q: 3 clusters Score -66132.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -66136.992188 Penalty: 2123.008545
	Iteration 19Q: 3 clusters Score -66136.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -66140.523438 Penalty: 2123.008545
	Iteration 20F: 3 clusters Score -66140.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Entering Unmasked Estep 
Score: -744683.125000 Penalty: 1423.190918
	Iteration 0F: 2 clusters Score -744683.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -739864.437500 Penalty: 2846.381836
	Iteration 0F: 3 clusters Score -739864.4 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -741311.937500 Penalty: 2846.381836
	Iteration 1F: 3 clusters Score -741311.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -741721.500000 Penalty: 2846.381836
	Iteration 2F: 3 clusters Score -741721.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -742107.562500 Penalty: 2846.381836
	Iteration 3F: 3 clusters Score -742107.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -742395.187500 Penalty: 2846.381836
	Iteration 4F: 3 clusters Score -742395.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -742642.562500 Penalty: 2846.381836
	Iteration 5F: 3 clusters Score -742642.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -742967.250000 Penalty: 2846.381836
	Iteration 6F: 3 clusters Score -742967.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -743325.875000 Penalty: 2846.381836
	Iteration 7F: 3 clusters Score -743325.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -743673.125000 Penalty: 2846.381836
	Iteration 8F: 3 clusters Score -743673.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -743962.875000 Penalty: 2846.381836
	Iteration 9Q: 3 clusters Score -743962.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -744157.125000 Penalty: 2846.381836
	Iteration 10Q: 3 clusters Score -744157.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -744257.375000 Penalty: 2846.381836
	Iteration 11Q: 3 clusters Score -744257.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -744329.437500 Penalty: 2846.381836
	Iteration 12Q: 3 clusters Score -744329.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -744370.437500 Penalty: 2846.381836
	Iteration 13Q: 3 clusters Score -744370.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -744391.062500 Penalty: 2846.381836
	Iteration 14Q: 3 clusters Score -744391.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -744403.562500 Penalty: 2846.381836
	Iteration 15Q: 3 clusters Score -744403.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -744418.000000 Penalty: 2846.381836
	Iteration 16Q: 3 clusters Score -744418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -744433.500000 Penalty: 2846.381836
	Iteration 17Q: 3 clusters Score -744433.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -744443.937500 Penalty: 2846.381836
	Iteration 18Q: 3 clusters Score -744443.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -744453.187500 Penalty: 2846.381836
	Iteration 19Q: 3 clusters Score -744453.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -744458.062500 Penalty: 2846.381836
	Iteration 20F: 3 clusters Score -744458.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -744459.312500 Penalty: 2846.381836
	Iteration 21Q: 3 clusters Score -744459.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -744460.750000 Penalty: 2846.381836
	Iteration 22Q: 3 clusters Score -744460.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -744462.187500 Penalty: 2846.381836
	Iteration 23Q: 3 clusters Score -744462.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -744461.687500 Penalty: 2846.381836
	Iteration 24Q: 3 clusters Score -744461.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -744462.125000 Penalty: 2846.381836
	Iteration 25Q: 3 clusters Score -744462.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -744462.750000 Penalty: 2846.381836
	Iteration 26Q: 3 clusters Score -744462.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -744463.187500 Penalty: 2846.381836
	Iteration 27Q: 3 clusters Score -744463.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -744464.875000 Penalty: 2846.381836
	Iteration 28Q: 3 clusters Score -744464.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -744465.687500 Penalty: 2846.381836
	Iteration 29Q: 3 clusters Score -744465.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -744466.750000 Penalty: 2846.381836
	Iteration 30Q: 3 clusters Score -744466.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -744468.187500 Penalty: 2846.381836
	Iteration 31Q: 3 clusters Score -744468.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -744467.187500 Penalty: 2846.381836
	Iteration 32Q: 3 clusters Score -744467.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -744467.750000 Penalty: 2846.381836
	Iteration 33Q: 3 clusters Score -744467.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -744468.000000 Penalty: 2846.381836
	Iteration 34Q: 3 clusters Score -744468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -744468.000000 Penalty: 2846.381836
	Iteration 35F: 3 clusters Score -744468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -10897.729492 Penalty: 954.219177
	Iteration 0F: 2 clusters Score -10897.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -10108.958984 Penalty: 1908.438354
	Iteration 0F: 3 clusters Score -10108.96 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -10553.099609 Penalty: 1908.438354
	Iteration 1F: 3 clusters Score -10553.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -10690.736328 Penalty: 1908.438354
	Iteration 2F: 3 clusters Score -10690.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -10737.129883 Penalty: 1908.438354
	Iteration 3Q: 3 clusters Score -10737.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -10768.137695 Penalty: 1908.438354
	Iteration 4Q: 3 clusters Score -10768.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10772.342773 Penalty: 1908.438354
	Iteration 5Q: 3 clusters Score -10772.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -10790.367188 Penalty: 1908.438354
	Iteration 6Q: 3 clusters Score -10790.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -10791.202148 Penalty: 1908.438354
	Iteration 7Q: 3 clusters Score -10791.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -10794.956055 Penalty: 1908.438354
	Iteration 8Q: 3 clusters Score -10794.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -10803.014648 Penalty: 1908.438354
	Iteration 9Q: 3 clusters Score -10803.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -10803.014648 Penalty: 1908.438354
	Iteration 10F: 3 clusters Score -10803.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (99743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99743 members 
Entering Unmasked Estep 
Score: -12443495.000000 Penalty: 1870.432251
	Iteration 0F: 2 clusters Score -1.24435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49906 members 
Mstep: Class 2 contains 49837 members 
Entering Unmasked Estep 
Score: -12378132.000000 Penalty: 3740.864502
	Iteration 0F: 3 clusters Score -1.237813e+07 nChanged 47934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -12406850.000000 Penalty: 3740.864502
	Iteration 1F: 3 clusters Score -1.240685e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -12408962.000000 Penalty: 3740.864502
	Iteration 2Q: 3 clusters Score -1.240896e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54199 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -12412036.000000 Penalty: 3740.864502
	Iteration 3F: 3 clusters Score -1.241204e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56739 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -12416206.000000 Penalty: 3740.864502
	Iteration 4F: 3 clusters Score -1.241621e+07 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59707 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -12421375.000000 Penalty: 3740.864502
	Iteration 5F: 3 clusters Score -1.242138e+07 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62372 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -12426281.000000 Penalty: 3740.864502
	Iteration 6F: 3 clusters Score -1.242628e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64241 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -12430282.000000 Penalty: 3740.864502
	Iteration 7F: 3 clusters Score -1.243028e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65467 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -12432713.000000 Penalty: 3740.864502
	Iteration 8Q: 3 clusters Score -1.243271e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66428 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -12434002.000000 Penalty: 3740.864502
	Iteration 9Q: 3 clusters Score -1.2434e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67425 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -12434655.000000 Penalty: 3740.864502
	Iteration 10Q: 3 clusters Score -1.243466e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68478 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -12435123.000000 Penalty: 3740.864502
	Iteration 11Q: 3 clusters Score -1.243512e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69611 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -12435584.000000 Penalty: 3740.864502
	Iteration 12Q: 3 clusters Score -1.243558e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70729 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -12435966.000000 Penalty: 3740.864502
	Iteration 13Q: 3 clusters Score -1.243597e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71885 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -12436448.000000 Penalty: 3740.864502
	Iteration 14Q: 3 clusters Score -1.243645e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73064 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -12436817.000000 Penalty: 3740.864502
	Iteration 15Q: 3 clusters Score -1.243682e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74253 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -12437242.000000 Penalty: 3740.864502
	Iteration 16Q: 3 clusters Score -1.243724e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75403 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -12437607.000000 Penalty: 3740.864502
	Iteration 17Q: 3 clusters Score -1.243761e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76513 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -12437942.000000 Penalty: 3740.864502
	Iteration 18Q: 3 clusters Score -1.243794e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77606 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -12438271.000000 Penalty: 3740.864502
	Iteration 19Q: 3 clusters Score -1.243827e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78676 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -12438656.000000 Penalty: 3740.864502
	Iteration 20F: 3 clusters Score -1.243866e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79710 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -12438999.000000 Penalty: 3740.864502
	Iteration 21Q: 3 clusters Score -1.2439e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80687 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -12439312.000000 Penalty: 3740.864502
	Iteration 22Q: 3 clusters Score -1.243931e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81619 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -12439582.000000 Penalty: 3740.864502
	Iteration 23Q: 3 clusters Score -1.243958e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82535 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -12439824.000000 Penalty: 3740.864502
	Iteration 24Q: 3 clusters Score -1.243982e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83402 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -12440080.000000 Penalty: 3740.864502
	Iteration 25Q: 3 clusters Score -1.244008e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84215 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -12440302.000000 Penalty: 3740.864502
	Iteration 26Q: 3 clusters Score -1.24403e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84963 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -12440507.000000 Penalty: 3740.864502
	Iteration 27Q: 3 clusters Score -1.244051e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85688 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -12440744.000000 Penalty: 3740.864502
	Iteration 28Q: 3 clusters Score -1.244074e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86364 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -12440910.000000 Penalty: 3740.864502
	Iteration 29Q: 3 clusters Score -1.244091e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87030 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -12441123.000000 Penalty: 3740.864502
	Iteration 30Q: 3 clusters Score -1.244112e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87668 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -12441283.000000 Penalty: 3740.864502
	Iteration 31Q: 3 clusters Score -1.244128e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88264 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -12441427.000000 Penalty: 3740.864502
	Iteration 32Q: 3 clusters Score -1.244143e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88809 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -12441566.000000 Penalty: 3740.864502
	Iteration 33Q: 3 clusters Score -1.244157e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89341 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -12441727.000000 Penalty: 3740.864502
	Iteration 34Q: 3 clusters Score -1.244173e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89853 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -12441836.000000 Penalty: 3740.864502
	Iteration 35Q: 3 clusters Score -1.244184e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90344 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -12441976.000000 Penalty: 3740.864502
	Iteration 36Q: 3 clusters Score -1.244198e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90810 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -12442155.000000 Penalty: 3740.864502
	Iteration 37Q: 3 clusters Score -1.244216e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91246 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -12442253.000000 Penalty: 3740.864502
	Iteration 38Q: 3 clusters Score -1.244225e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91664 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -12442357.000000 Penalty: 3740.864502
	Iteration 39Q: 3 clusters Score -1.244236e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92079 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -12442509.000000 Penalty: 3740.864502
	Iteration 40F: 3 clusters Score -1.244251e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92443 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -12442599.000000 Penalty: 3740.864502
	Iteration 41Q: 3 clusters Score -1.24426e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92819 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -12442764.000000 Penalty: 3740.864502
	Iteration 42Q: 3 clusters Score -1.244276e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93179 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -12442833.000000 Penalty: 3740.864502
	Iteration 43Q: 3 clusters Score -1.244283e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93520 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -12442915.000000 Penalty: 3740.864502
	Iteration 44Q: 3 clusters Score -1.244292e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93853 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -12442987.000000 Penalty: 3740.864502
	Iteration 45Q: 3 clusters Score -1.244299e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94134 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -12443079.000000 Penalty: 3740.864502
	Iteration 46Q: 3 clusters Score -1.244308e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94405 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -12443106.000000 Penalty: 3740.864502
	Iteration 47Q: 3 clusters Score -1.244311e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94661 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -12443129.000000 Penalty: 3740.864502
	Iteration 48Q: 3 clusters Score -1.244313e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94897 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -12443184.000000 Penalty: 3740.864502
	Iteration 49Q: 3 clusters Score -1.244318e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95102 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -12443238.000000 Penalty: 3740.864502
	Iteration 50Q: 3 clusters Score -1.244324e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95270 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -12443249.000000 Penalty: 3740.864502
	Iteration 51Q: 3 clusters Score -1.244325e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95434 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -12443270.000000 Penalty: 3740.864502
	Iteration 52Q: 3 clusters Score -1.244327e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95581 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -12443284.000000 Penalty: 3740.864502
	Iteration 53Q: 3 clusters Score -1.244328e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95724 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -12443299.000000 Penalty: 3740.864502
	Iteration 54Q: 3 clusters Score -1.24433e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95860 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -12443297.000000 Penalty: 3740.864502
	Iteration 55Q: 3 clusters Score -1.24433e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95956 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -12443294.000000 Penalty: 3740.864502
	Iteration 56Q: 3 clusters Score -1.244329e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96036 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -12443312.000000 Penalty: 3740.864502
	Iteration 57Q: 3 clusters Score -1.244331e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96102 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -12443304.000000 Penalty: 3740.864502
	Iteration 58Q: 3 clusters Score -1.24433e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96150 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -12443295.000000 Penalty: 3740.864502
	Iteration 59Q: 3 clusters Score -1.24433e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96205 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -12443290.000000 Penalty: 3740.864502
	Iteration 60F: 3 clusters Score -1.244329e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96248 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -12443281.000000 Penalty: 3740.864502
	Iteration 61Q: 3 clusters Score -1.244328e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96278 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -12443268.000000 Penalty: 3740.864502
	Iteration 62Q: 3 clusters Score -1.244327e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96314 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -12443274.000000 Penalty: 3740.864502
	Iteration 63Q: 3 clusters Score -1.244327e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96357 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -12443253.000000 Penalty: 3740.864502
	Iteration 64Q: 3 clusters Score -1.244325e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96399 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -12443257.000000 Penalty: 3740.864502
	Iteration 65Q: 3 clusters Score -1.244326e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96444 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -12443237.000000 Penalty: 3740.864502
	Iteration 66Q: 3 clusters Score -1.244324e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96483 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -12443248.000000 Penalty: 3740.864502
	Iteration 67Q: 3 clusters Score -1.244325e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96518 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -12443237.000000 Penalty: 3740.864502
	Iteration 68Q: 3 clusters Score -1.244324e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96555 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -12443222.000000 Penalty: 3740.864502
	Iteration 69Q: 3 clusters Score -1.244322e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96588 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -12443215.000000 Penalty: 3740.864502
	Iteration 70Q: 3 clusters Score -1.244322e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96623 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -12443228.000000 Penalty: 3740.864502
	Iteration 71Q: 3 clusters Score -1.244323e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96661 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -12443199.000000 Penalty: 3740.864502
	Iteration 72Q: 3 clusters Score -1.24432e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96691 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -12443193.000000 Penalty: 3740.864502
	Iteration 73Q: 3 clusters Score -1.244319e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96725 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -12443196.000000 Penalty: 3740.864502
	Iteration 74Q: 3 clusters Score -1.24432e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96746 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -12443192.000000 Penalty: 3740.864502
	Iteration 75Q: 3 clusters Score -1.244319e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96767 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -12443187.000000 Penalty: 3740.864502
	Iteration 76Q: 3 clusters Score -1.244319e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96794 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -12443204.000000 Penalty: 3740.864502
	Iteration 77Q: 3 clusters Score -1.24432e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96813 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -12443206.000000 Penalty: 3740.864502
	Iteration 78Q: 3 clusters Score -1.244321e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96835 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -12443202.000000 Penalty: 3740.864502
	Iteration 79Q: 3 clusters Score -1.24432e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96849 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -12443200.000000 Penalty: 3740.864502
	Iteration 80F: 3 clusters Score -1.24432e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96862 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -12443208.000000 Penalty: 3740.864502
	Iteration 81Q: 3 clusters Score -1.244321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96868 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -12443205.000000 Penalty: 3740.864502
	Iteration 82Q: 3 clusters Score -1.24432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96876 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -12443208.000000 Penalty: 3740.864502
	Iteration 83Q: 3 clusters Score -1.244321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96884 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -12443200.000000 Penalty: 3740.864502
	Iteration 84Q: 3 clusters Score -1.24432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96891 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -12443192.000000 Penalty: 3740.864502
	Iteration 85Q: 3 clusters Score -1.244319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96896 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -12443188.000000 Penalty: 3740.864502
	Iteration 86Q: 3 clusters Score -1.244319e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96904 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -12443177.000000 Penalty: 3740.864502
	Iteration 87Q: 3 clusters Score -1.244318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96912 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -12443179.000000 Penalty: 3740.864502
	Iteration 88Q: 3 clusters Score -1.244318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96917 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -12443181.000000 Penalty: 3740.864502
	Iteration 89Q: 3 clusters Score -1.244318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96921 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -12443181.000000 Penalty: 3740.864502
	Iteration 90Q: 3 clusters Score -1.244318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96924 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -12443175.000000 Penalty: 3740.864502
	Iteration 91Q: 3 clusters Score -1.244318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96926 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -12443181.000000 Penalty: 3740.864502
	Iteration 92Q: 3 clusters Score -1.244318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96929 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -12443172.000000 Penalty: 3740.864502
	Iteration 93Q: 3 clusters Score -1.244317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96930 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -12443173.000000 Penalty: 3740.864502
	Iteration 94Q: 3 clusters Score -1.244317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96931 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -12443172.000000 Penalty: 3740.864502
	Iteration 95Q: 3 clusters Score -1.244317e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96931 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -12443172.000000 Penalty: 3740.864502
	Iteration 96F: 3 clusters Score -1.244317e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -1039458.062500 Penalty: 1472.096069
	Iteration 0F: 2 clusters Score -1039458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1033181.750000 Penalty: 2944.192139
	Iteration 0F: 3 clusters Score -1033182 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1035167.500000 Penalty: 2944.192139
	Iteration 1F: 3 clusters Score -1035168 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1035522.125000 Penalty: 2944.192139
	Iteration 2F: 3 clusters Score -1035522 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1035899.125000 Penalty: 2944.192139
	Iteration 3F: 3 clusters Score -1035899 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1036301.812500 Penalty: 2944.192139
	Iteration 4F: 3 clusters Score -1036302 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1036705.875000 Penalty: 2944.192139
	Iteration 5F: 3 clusters Score -1036706 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1037107.812500 Penalty: 2944.192139
	Iteration 6F: 3 clusters Score -1037108 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1037465.687500 Penalty: 2944.192139
	Iteration 7F: 3 clusters Score -1037466 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1037736.250000 Penalty: 2944.192139
	Iteration 8Q: 3 clusters Score -1037736 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1037954.000000 Penalty: 2944.192139
	Iteration 9Q: 3 clusters Score -1037954 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1038116.250000 Penalty: 2944.192139
	Iteration 10Q: 3 clusters Score -1038116 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1038240.812500 Penalty: 2944.192139
	Iteration 11Q: 3 clusters Score -1038241 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1038291.062500 Penalty: 2944.192139
	Iteration 12Q: 3 clusters Score -1038291 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1038322.312500 Penalty: 2944.192139
	Iteration 13Q: 3 clusters Score -1038322 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1038338.812500 Penalty: 2944.192139
	Iteration 14Q: 3 clusters Score -1038339 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1038360.937500 Penalty: 2944.192139
	Iteration 15Q: 3 clusters Score -1038361 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1038375.750000 Penalty: 2944.192139
	Iteration 16Q: 3 clusters Score -1038376 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1038386.875000 Penalty: 2944.192139
	Iteration 17Q: 3 clusters Score -1038387 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1038398.875000 Penalty: 2944.192139
	Iteration 18Q: 3 clusters Score -1038399 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1038402.812500 Penalty: 2944.192139
	Iteration 19Q: 3 clusters Score -1038403 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1038410.375000 Penalty: 2944.192139
	Iteration 20F: 3 clusters Score -1038410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1038413.500000 Penalty: 2944.192139
	Iteration 21Q: 3 clusters Score -1038414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1038413.437500 Penalty: 2944.192139
	Iteration 22Q: 3 clusters Score -1038413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1038417.000000 Penalty: 2944.192139
	Iteration 23Q: 3 clusters Score -1038417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1038417.687500 Penalty: 2944.192139
	Iteration 24Q: 3 clusters Score -1038418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1038420.687500 Penalty: 2944.192139
	Iteration 25Q: 3 clusters Score -1038421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1038422.312500 Penalty: 2944.192139
	Iteration 26Q: 3 clusters Score -1038422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1038423.312500 Penalty: 2944.192139
	Iteration 27Q: 3 clusters Score -1038423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1038425.562500 Penalty: 2944.192139
	Iteration 28Q: 3 clusters Score -1038426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1038425.750000 Penalty: 2944.192139
	Iteration 29Q: 3 clusters Score -1038426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1038429.187500 Penalty: 2944.192139
	Iteration 30Q: 3 clusters Score -1038429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1038431.375000 Penalty: 2944.192139
	Iteration 31Q: 3 clusters Score -1038431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1038432.125000 Penalty: 2944.192139
	Iteration 32Q: 3 clusters Score -1038432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1038433.250000 Penalty: 2944.192139
	Iteration 33Q: 3 clusters Score -1038433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1038433.812500 Penalty: 2944.192139
	Iteration 34Q: 3 clusters Score -1038434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1038435.125000 Penalty: 2944.192139
	Iteration 35Q: 3 clusters Score -1038435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1038436.312500 Penalty: 2944.192139
	Iteration 36Q: 3 clusters Score -1038436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1038434.750000 Penalty: 2944.192139
	Iteration 37Q: 3 clusters Score -1038435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1038439.312500 Penalty: 2944.192139
	Iteration 38Q: 3 clusters Score -1038439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1038441.625000 Penalty: 2944.192139
	Iteration 39Q: 3 clusters Score -1038442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1038445.625000 Penalty: 2944.192139
	Iteration 40F: 3 clusters Score -1038446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1038446.062500 Penalty: 2944.192139
	Iteration 41Q: 3 clusters Score -1038446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1038450.125000 Penalty: 2944.192139
	Iteration 42Q: 3 clusters Score -1038450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1038455.437500 Penalty: 2944.192139
	Iteration 43Q: 3 clusters Score -1038455 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1038463.875000 Penalty: 2944.192139
	Iteration 44Q: 3 clusters Score -1038464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1038469.000000 Penalty: 2944.192139
	Iteration 45Q: 3 clusters Score -1038469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1038473.750000 Penalty: 2944.192139
	Iteration 46Q: 3 clusters Score -1038474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1038476.562500 Penalty: 2944.192139
	Iteration 47Q: 3 clusters Score -1038477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1038480.812500 Penalty: 2944.192139
	Iteration 48Q: 3 clusters Score -1038481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1038484.250000 Penalty: 2944.192139
	Iteration 49Q: 3 clusters Score -1038484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1038489.812500 Penalty: 2944.192139
	Iteration 50Q: 3 clusters Score -1038490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1038492.312500 Penalty: 2944.192139
	Iteration 51Q: 3 clusters Score -1038492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1038492.687500 Penalty: 2944.192139
	Iteration 52Q: 3 clusters Score -1038493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1038494.062500 Penalty: 2944.192139
	Iteration 53Q: 3 clusters Score -1038494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1038497.437500 Penalty: 2944.192139
	Iteration 54Q: 3 clusters Score -1038497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1038498.062500 Penalty: 2944.192139
	Iteration 55Q: 3 clusters Score -1038498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1038498.875000 Penalty: 2944.192139
	Iteration 56Q: 3 clusters Score -1038499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1038498.625000 Penalty: 2944.192139
	Iteration 57Q: 3 clusters Score -1038499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1038498.625000 Penalty: 2944.192139
	Iteration 58F: 3 clusters Score -1038499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (22591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Entering Unmasked Estep 
Score: -2872946.500000 Penalty: 1629.112305
	Iteration 0F: 2 clusters Score -2872946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2857726.250000 Penalty: 3258.224609
	Iteration 0F: 3 clusters Score -2857726 nChanged 10155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2863263.000000 Penalty: 3258.224609
	Iteration 1F: 3 clusters Score -2863263 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2863660.250000 Penalty: 3258.224609
	Iteration 2Q: 3 clusters Score -2863660 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2864198.750000 Penalty: 3258.224609
	Iteration 3F: 3 clusters Score -2864199 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2864994.000000 Penalty: 3258.224609
	Iteration 4F: 3 clusters Score -2864994 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2866207.250000 Penalty: 3258.224609
	Iteration 5F: 3 clusters Score -2866207 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2867754.500000 Penalty: 3258.224609
	Iteration 6F: 3 clusters Score -2867754 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2869384.000000 Penalty: 3258.224609
	Iteration 7F: 3 clusters Score -2869384 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2870500.000000 Penalty: 3258.224609
	Iteration 8F: 3 clusters Score -2870500 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2871063.250000 Penalty: 3258.224609
	Iteration 9Q: 3 clusters Score -2871063 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2871291.750000 Penalty: 3258.224609
	Iteration 10Q: 3 clusters Score -2871292 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2871378.000000 Penalty: 3258.224609
	Iteration 11Q: 3 clusters Score -2871378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2871436.000000 Penalty: 3258.224609
	Iteration 12Q: 3 clusters Score -2871436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -2871470.250000 Penalty: 3258.224609
	Iteration 13Q: 3 clusters Score -2871470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2871489.750000 Penalty: 3258.224609
	Iteration 14Q: 3 clusters Score -2871490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -2871507.750000 Penalty: 3258.224609
	Iteration 15Q: 3 clusters Score -2871508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -2871521.000000 Penalty: 3258.224609
	Iteration 16Q: 3 clusters Score -2871521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -2871528.000000 Penalty: 3258.224609
	Iteration 17Q: 3 clusters Score -2871528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -2871531.000000 Penalty: 3258.224609
	Iteration 18Q: 3 clusters Score -2871531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2871538.000000 Penalty: 3258.224609
	Iteration 19Q: 3 clusters Score -2871538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2871540.250000 Penalty: 3258.224609
	Iteration 20F: 3 clusters Score -2871540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -33236.074219 Penalty: 926.322083
	Iteration 0F: 2 clusters Score -33236.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -32304.250000 Penalty: 1852.644165
	Iteration 0F: 3 clusters Score -32304.25 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32394.171875 Penalty: 1852.644165
	Iteration 1F: 3 clusters Score -32394.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -32435.580078 Penalty: 1852.644165
	Iteration 2F: 3 clusters Score -32435.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -32447.431641 Penalty: 1852.644165
	Iteration 3Q: 3 clusters Score -32447.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -32449.894531 Penalty: 1852.644165
	Iteration 4Q: 3 clusters Score -32449.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -32454.173828 Penalty: 1852.644165
	Iteration 5Q: 3 clusters Score -32454.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -32455.736328 Penalty: 1852.644165
	Iteration 6Q: 3 clusters Score -32455.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -32457.980469 Penalty: 1852.644165
	Iteration 7Q: 3 clusters Score -32457.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -32461.972656 Penalty: 1852.644165
	Iteration 8Q: 3 clusters Score -32461.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -32461.972656 Penalty: 1852.644165
	Iteration 9F: 3 clusters Score -32461.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (108187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108187 members 
Entering Unmasked Estep 
Score: -13692736.000000 Penalty: 1883.637695
	Iteration 0F: 2 clusters Score -1.369274e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54031 members 
Mstep: Class 2 contains 54156 members 
Entering Unmasked Estep 
Score: -13631584.000000 Penalty: 3767.275391
	Iteration 0F: 3 clusters Score -1.363158e+07 nChanged 51665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54572 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -13661285.000000 Penalty: 3767.275391
	Iteration 1F: 3 clusters Score -1.366128e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55052 members 
Mstep: Class 2 contains 53135 members 
Entering Unmasked Estep 
Score: -13662118.000000 Penalty: 3767.275391
	Iteration 2Q: 3 clusters Score -1.366212e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55728 members 
Mstep: Class 2 contains 52459 members 
Entering Unmasked Estep 
Score: -13663225.000000 Penalty: 3767.275391
	Iteration 3Q: 3 clusters Score -1.366322e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56783 members 
Mstep: Class 2 contains 51404 members 
Entering Unmasked Estep 
Score: -13664464.000000 Penalty: 3767.275391
	Iteration 4Q: 3 clusters Score -1.366446e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58228 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -13666231.000000 Penalty: 3767.275391
	Iteration 5Q: 3 clusters Score -1.366623e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60070 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -13668551.000000 Penalty: 3767.275391
	Iteration 6Q: 3 clusters Score -1.366855e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62234 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -13672315.000000 Penalty: 3767.275391
	Iteration 7F: 3 clusters Score -1.367232e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64091 members 
Mstep: Class 2 contains 44096 members 
Entering Unmasked Estep 
Score: -13677435.000000 Penalty: 3767.275391
	Iteration 8F: 3 clusters Score -1.367744e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65479 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -13681856.000000 Penalty: 3767.275391
	Iteration 9F: 3 clusters Score -1.368186e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66253 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -13683871.000000 Penalty: 3767.275391
	Iteration 10Q: 3 clusters Score -1.368387e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66705 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -13684503.000000 Penalty: 3767.275391
	Iteration 11Q: 3 clusters Score -1.36845e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67123 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -13684676.000000 Penalty: 3767.275391
	Iteration 12Q: 3 clusters Score -1.368468e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67510 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -13684741.000000 Penalty: 3767.275391
	Iteration 13Q: 3 clusters Score -1.368474e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67902 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -13684859.000000 Penalty: 3767.275391
	Iteration 14Q: 3 clusters Score -1.368486e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68279 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -13684972.000000 Penalty: 3767.275391
	Iteration 15Q: 3 clusters Score -1.368497e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68663 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -13685097.000000 Penalty: 3767.275391
	Iteration 16Q: 3 clusters Score -1.36851e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69038 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -13685162.000000 Penalty: 3767.275391
	Iteration 17Q: 3 clusters Score -1.368516e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69374 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -13685330.000000 Penalty: 3767.275391
	Iteration 18Q: 3 clusters Score -1.368533e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69746 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -13685429.000000 Penalty: 3767.275391
	Iteration 19Q: 3 clusters Score -1.368543e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70133 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -13685525.000000 Penalty: 3767.275391
	Iteration 20F: 3 clusters Score -1.368552e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70520 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -13685641.000000 Penalty: 3767.275391
	Iteration 21Q: 3 clusters Score -1.368564e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70884 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -13685784.000000 Penalty: 3767.275391
	Iteration 22Q: 3 clusters Score -1.368578e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71241 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -13685863.000000 Penalty: 3767.275391
	Iteration 23Q: 3 clusters Score -1.368586e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71615 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -13685969.000000 Penalty: 3767.275391
	Iteration 24Q: 3 clusters Score -1.368597e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72037 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -13686025.000000 Penalty: 3767.275391
	Iteration 25Q: 3 clusters Score -1.368602e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72457 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -13686055.000000 Penalty: 3767.275391
	Iteration 26Q: 3 clusters Score -1.368606e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72832 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -13686152.000000 Penalty: 3767.275391
	Iteration 27Q: 3 clusters Score -1.368615e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73223 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -13686248.000000 Penalty: 3767.275391
	Iteration 28Q: 3 clusters Score -1.368625e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73589 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -13686284.000000 Penalty: 3767.275391
	Iteration 29Q: 3 clusters Score -1.368628e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73981 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -13686436.000000 Penalty: 3767.275391
	Iteration 30Q: 3 clusters Score -1.368644e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74383 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -13686497.000000 Penalty: 3767.275391
	Iteration 31Q: 3 clusters Score -1.36865e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74770 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -13686631.000000 Penalty: 3767.275391
	Iteration 32Q: 3 clusters Score -1.368663e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75164 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -13686757.000000 Penalty: 3767.275391
	Iteration 33Q: 3 clusters Score -1.368676e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75580 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -13686893.000000 Penalty: 3767.275391
	Iteration 34Q: 3 clusters Score -1.368689e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76085 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -13687038.000000 Penalty: 3767.275391
	Iteration 35Q: 3 clusters Score -1.368704e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76582 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -13687142.000000 Penalty: 3767.275391
	Iteration 36Q: 3 clusters Score -1.368714e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77109 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -13687297.000000 Penalty: 3767.275391
	Iteration 37Q: 3 clusters Score -1.36873e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77618 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -13687431.000000 Penalty: 3767.275391
	Iteration 38Q: 3 clusters Score -1.368743e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78135 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -13687564.000000 Penalty: 3767.275391
	Iteration 39Q: 3 clusters Score -1.368756e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78646 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -13687702.000000 Penalty: 3767.275391
	Iteration 40F: 3 clusters Score -1.36877e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79166 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -13687796.000000 Penalty: 3767.275391
	Iteration 41Q: 3 clusters Score -1.36878e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79692 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -13687946.000000 Penalty: 3767.275391
	Iteration 42Q: 3 clusters Score -1.368795e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80222 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -13688021.000000 Penalty: 3767.275391
	Iteration 43Q: 3 clusters Score -1.368802e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80748 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -13688214.000000 Penalty: 3767.275391
	Iteration 44Q: 3 clusters Score -1.368821e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81309 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -13688394.000000 Penalty: 3767.275391
	Iteration 45Q: 3 clusters Score -1.368839e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81855 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -13688490.000000 Penalty: 3767.275391
	Iteration 46Q: 3 clusters Score -1.368849e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82467 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -13688642.000000 Penalty: 3767.275391
	Iteration 47Q: 3 clusters Score -1.368864e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83094 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -13688816.000000 Penalty: 3767.275391
	Iteration 48Q: 3 clusters Score -1.368882e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83776 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -13689018.000000 Penalty: 3767.275391
	Iteration 49Q: 3 clusters Score -1.368902e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84408 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -13689164.000000 Penalty: 3767.275391
	Iteration 50Q: 3 clusters Score -1.368916e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85064 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -13689404.000000 Penalty: 3767.275391
	Iteration 51Q: 3 clusters Score -1.36894e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85749 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -13689562.000000 Penalty: 3767.275391
	Iteration 52Q: 3 clusters Score -1.368956e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86460 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -13689760.000000 Penalty: 3767.275391
	Iteration 53Q: 3 clusters Score -1.368976e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87217 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -13690013.000000 Penalty: 3767.275391
	Iteration 54Q: 3 clusters Score -1.369001e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88017 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -13690245.000000 Penalty: 3767.275391
	Iteration 55Q: 3 clusters Score -1.369024e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88891 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -13690485.000000 Penalty: 3767.275391
	Iteration 56Q: 3 clusters Score -1.369048e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89730 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -13690772.000000 Penalty: 3767.275391
	Iteration 57Q: 3 clusters Score -1.369077e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90657 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -13691255.000000 Penalty: 3767.275391
	Iteration 58Q: 3 clusters Score -1.369126e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91729 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -13691783.000000 Penalty: 3767.275391
	Iteration 59Q: 3 clusters Score -1.369178e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92964 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -13692406.000000 Penalty: 3767.275391
	Iteration 60F: 3 clusters Score -1.369241e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94315 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -13692996.000000 Penalty: 3767.275391
	Iteration 61Q: 3 clusters Score -1.3693e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95913 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -13693477.000000 Penalty: 3767.275391
	Iteration 62Q: 3 clusters Score -1.369348e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97804 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -13693820.000000 Penalty: 3767.275391
	Iteration 63Q: 3 clusters Score -1.369382e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99814 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -13693961.000000 Penalty: 3767.275391
	Iteration 64Q: 3 clusters Score -1.369396e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101816 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -13693617.000000 Penalty: 3767.275391
	Iteration 65Q: 3 clusters Score -1.369362e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103654 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -13693003.000000 Penalty: 3767.275391
	Iteration 66Q: 3 clusters Score -1.3693e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105079 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -13692444.000000 Penalty: 3767.275391
	Iteration 67Q: 3 clusters Score -1.369244e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106155 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -13691977.000000 Penalty: 3767.275391
	Iteration 68Q: 3 clusters Score -1.369198e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106865 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -13691700.000000 Penalty: 3767.275391
	Iteration 69Q: 3 clusters Score -1.36917e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107308 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -13691534.000000 Penalty: 3767.275391
	Iteration 70Q: 3 clusters Score -1.369153e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107577 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -13691417.000000 Penalty: 3767.275391
	Iteration 71Q: 3 clusters Score -1.369142e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107720 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -13691332.000000 Penalty: 3767.275391
	Iteration 72Q: 3 clusters Score -1.369133e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107798 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -13691331.000000 Penalty: 3767.275391
	Iteration 73Q: 3 clusters Score -1.369133e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107853 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -13691330.000000 Penalty: 3767.275391
	Iteration 74Q: 3 clusters Score -1.369133e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107882 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -13691327.000000 Penalty: 3767.275391
	Iteration 75Q: 3 clusters Score -1.369133e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107903 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -13691323.000000 Penalty: 3767.275391
	Iteration 76Q: 3 clusters Score -1.369132e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107914 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -13691323.000000 Penalty: 3767.275391
	Iteration 77Q: 3 clusters Score -1.369132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107920 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -13691321.000000 Penalty: 3767.275391
	Iteration 78Q: 3 clusters Score -1.369132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107924 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -13691319.000000 Penalty: 3767.275391
	Iteration 79Q: 3 clusters Score -1.369132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107928 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -13691321.000000 Penalty: 3767.275391
	Iteration 80F: 3 clusters Score -1.369132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107930 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -13691334.000000 Penalty: 3767.275391
	Iteration 81Q: 3 clusters Score -1.369133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107932 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -13691327.000000 Penalty: 3767.275391
	Iteration 82Q: 3 clusters Score -1.369133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107934 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -13691331.000000 Penalty: 3767.275391
	Iteration 83Q: 3 clusters Score -1.369133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107936 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -13691328.000000 Penalty: 3767.275391
	Iteration 84Q: 3 clusters Score -1.369133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107937 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -13691336.000000 Penalty: 3767.275391
	Iteration 85Q: 3 clusters Score -1.369134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107937 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -13691336.000000 Penalty: 3767.275391
	Iteration 86F: 3 clusters Score -1.369134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 88401 members 
Mstep: Class 3 contains 7134 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54639 members 
Mstep: Class 6 contains 9604 members 
Mstep: Class 7 contains 5255 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 6909 members 
Mstep: Class 10 contains 103222 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 108964 members 
Mstep: Class 13 contains 14714 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6900 members 
Mstep: Class 16 contains 8688 members 
Mstep: Class 17 contains 24686 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5889 members 
Mstep: Class 20 contains 2925 members 
Mstep: Class 21 contains 51529 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4946 members 
Mstep: Class 24 contains 9572 members 
Mstep: Class 25 contains 80690 members 
Mstep: Class 26 contains 34400 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4820 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2908 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3897 members 
Mstep: Class 34 contains 1362 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6362 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99743 members 
Mstep: Class 42 contains 8596 members 
Mstep: Class 43 contains 22591 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779368.000000 Penalty: 100403.789062
Iteration 399Q: 46 clusters Score -1.117794e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 88448 members 
Mstep: Class 3 contains 7133 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54639 members 
Mstep: Class 6 contains 9604 members 
Mstep: Class 7 contains 5254 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 6908 members 
Mstep: Class 10 contains 103218 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 108984 members 
Mstep: Class 13 contains 14713 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6901 members 
Mstep: Class 16 contains 8689 members 
Mstep: Class 17 contains 24699 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5893 members 
Mstep: Class 20 contains 2929 members 
Mstep: Class 21 contains 51515 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4946 members 
Mstep: Class 24 contains 9572 members 
Mstep: Class 25 contains 80678 members 
Mstep: Class 26 contains 34383 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4820 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2910 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3897 members 
Mstep: Class 34 contains 1362 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6362 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99712 members 
Mstep: Class 42 contains 8578 members 
Mstep: Class 43 contains 22595 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779392.000000 Penalty: 100403.789062
Iteration 400F: 46 clusters Score -1.117794e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 88489 members 
Mstep: Class 3 contains 7133 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54634 members 
Mstep: Class 6 contains 9604 members 
Mstep: Class 7 contains 5253 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 6903 members 
Mstep: Class 10 contains 103191 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 109038 members 
Mstep: Class 13 contains 14711 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6902 members 
Mstep: Class 16 contains 8688 members 
Mstep: Class 17 contains 24708 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5899 members 
Mstep: Class 20 contains 2931 members 
Mstep: Class 21 contains 51501 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4943 members 
Mstep: Class 24 contains 9574 members 
Mstep: Class 25 contains 80670 members 
Mstep: Class 26 contains 34368 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4816 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2910 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3898 members 
Mstep: Class 34 contains 1362 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6362 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99698 members 
Mstep: Class 42 contains 8563 members 
Mstep: Class 43 contains 22597 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779496.000000 Penalty: 100403.789062
Iteration 401Q: 46 clusters Score -1.117795e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 88531 members 
Mstep: Class 3 contains 7135 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54621 members 
Mstep: Class 6 contains 9604 members 
Mstep: Class 7 contains 5251 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 6901 members 
Mstep: Class 10 contains 103146 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 109086 members 
Mstep: Class 13 contains 14711 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6903 members 
Mstep: Class 16 contains 8690 members 
Mstep: Class 17 contains 24721 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5901 members 
Mstep: Class 20 contains 2933 members 
Mstep: Class 21 contains 51497 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4941 members 
Mstep: Class 24 contains 9575 members 
Mstep: Class 25 contains 80669 members 
Mstep: Class 26 contains 34356 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4815 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2910 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3897 members 
Mstep: Class 34 contains 1362 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6363 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99677 members 
Mstep: Class 42 contains 8549 members 
Mstep: Class 43 contains 22600 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779416.000000 Penalty: 100403.789062
Iteration 402Q: 46 clusters Score -1.117794e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 88571 members 
Mstep: Class 3 contains 7136 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54608 members 
Mstep: Class 6 contains 9605 members 
Mstep: Class 7 contains 5249 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 6894 members 
Mstep: Class 10 contains 103127 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 109126 members 
Mstep: Class 13 contains 14711 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6904 members 
Mstep: Class 16 contains 8694 members 
Mstep: Class 17 contains 24736 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5903 members 
Mstep: Class 20 contains 2930 members 
Mstep: Class 21 contains 51493 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4939 members 
Mstep: Class 24 contains 9573 members 
Mstep: Class 25 contains 80661 members 
Mstep: Class 26 contains 34339 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4816 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3898 members 
Mstep: Class 34 contains 1362 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6362 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99656 members 
Mstep: Class 42 contains 8536 members 
Mstep: Class 43 contains 22604 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779560.000000 Penalty: 100403.789062
Iteration 403Q: 46 clusters Score -1.117796e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 88622 members 
Mstep: Class 3 contains 7136 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54580 members 
Mstep: Class 6 contains 9604 members 
Mstep: Class 7 contains 5246 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 6891 members 
Mstep: Class 10 contains 103120 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 109148 members 
Mstep: Class 13 contains 14711 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6905 members 
Mstep: Class 16 contains 8693 members 
Mstep: Class 17 contains 24755 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5904 members 
Mstep: Class 20 contains 2929 members 
Mstep: Class 21 contains 51486 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4937 members 
Mstep: Class 24 contains 9572 members 
Mstep: Class 25 contains 80664 members 
Mstep: Class 26 contains 34338 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4818 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2912 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3898 members 
Mstep: Class 34 contains 1362 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6362 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99638 members 
Mstep: Class 42 contains 8525 members 
Mstep: Class 43 contains 22605 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779544.000000 Penalty: 100403.789062
Iteration 404Q: 46 clusters Score -1.117795e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 88676 members 
Mstep: Class 3 contains 7137 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54568 members 
Mstep: Class 6 contains 9604 members 
Mstep: Class 7 contains 5244 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 6890 members 
Mstep: Class 10 contains 103107 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 109176 members 
Mstep: Class 13 contains 14712 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6909 members 
Mstep: Class 16 contains 8692 members 
Mstep: Class 17 contains 24765 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5904 members 
Mstep: Class 20 contains 2930 members 
Mstep: Class 21 contains 51475 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4934 members 
Mstep: Class 24 contains 9571 members 
Mstep: Class 25 contains 80661 members 
Mstep: Class 26 contains 34335 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4819 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2912 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3897 members 
Mstep: Class 34 contains 1362 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6361 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99615 members 
Mstep: Class 42 contains 8507 members 
Mstep: Class 43 contains 22615 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779688.000000 Penalty: 100403.789062
Iteration 405Q: 46 clusters Score -1.117797e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 88719 members 
Mstep: Class 3 contains 7135 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54562 members 
Mstep: Class 6 contains 9602 members 
Mstep: Class 7 contains 5244 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 6890 members 
Mstep: Class 10 contains 103071 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 109170 members 
Mstep: Class 13 contains 14708 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6912 members 
Mstep: Class 16 contains 8693 members 
Mstep: Class 17 contains 24769 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5904 members 
Mstep: Class 20 contains 2931 members 
Mstep: Class 21 contains 51474 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4935 members 
Mstep: Class 24 contains 9574 members 
Mstep: Class 25 contains 80668 members 
Mstep: Class 26 contains 34325 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4818 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2912 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3898 members 
Mstep: Class 34 contains 1362 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6361 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99615 members 
Mstep: Class 42 contains 8491 members 
Mstep: Class 43 contains 22624 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779632.000000 Penalty: 100403.789062
Iteration 406Q: 46 clusters Score -1.117796e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 88764 members 
Mstep: Class 3 contains 7138 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54544 members 
Mstep: Class 6 contains 9601 members 
Mstep: Class 7 contains 5244 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 6889 members 
Mstep: Class 10 contains 103037 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 109175 members 
Mstep: Class 13 contains 14706 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6914 members 
Mstep: Class 16 contains 8697 members 
Mstep: Class 17 contains 24775 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5905 members 
Mstep: Class 20 contains 2932 members 
Mstep: Class 21 contains 51477 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4933 members 
Mstep: Class 24 contains 9575 members 
Mstep: Class 25 contains 80674 members 
Mstep: Class 26 contains 34318 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4813 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3898 members 
Mstep: Class 34 contains 1362 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6362 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99618 members 
Mstep: Class 42 contains 8475 members 
Mstep: Class 43 contains 22626 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779728.000000 Penalty: 100403.789062
Iteration 407Q: 46 clusters Score -1.117797e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 88814 members 
Mstep: Class 3 contains 7137 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54535 members 
Mstep: Class 6 contains 9600 members 
Mstep: Class 7 contains 5244 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 6890 members 
Mstep: Class 10 contains 103005 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 109179 members 
Mstep: Class 13 contains 14708 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6914 members 
Mstep: Class 16 contains 8696 members 
Mstep: Class 17 contains 24778 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5907 members 
Mstep: Class 20 contains 2933 members 
Mstep: Class 21 contains 51477 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4930 members 
Mstep: Class 24 contains 9574 members 
Mstep: Class 25 contains 80668 members 
Mstep: Class 26 contains 34313 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4818 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3897 members 
Mstep: Class 34 contains 1362 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6363 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99616 members 
Mstep: Class 42 contains 8456 members 
Mstep: Class 43 contains 22624 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779720.000000 Penalty: 100403.789062
Iteration 408Q: 46 clusters Score -1.117797e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 88876 members 
Mstep: Class 3 contains 7138 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54511 members 
Mstep: Class 6 contains 9597 members 
Mstep: Class 7 contains 5244 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 6891 members 
Mstep: Class 10 contains 103004 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 109161 members 
Mstep: Class 13 contains 14709 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6915 members 
Mstep: Class 16 contains 8694 members 
Mstep: Class 17 contains 24786 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5909 members 
Mstep: Class 20 contains 2934 members 
Mstep: Class 21 contains 51477 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4928 members 
Mstep: Class 24 contains 9574 members 
Mstep: Class 25 contains 80656 members 
Mstep: Class 26 contains 34306 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4820 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 4519 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3899 members 
Mstep: Class 34 contains 1362 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6364 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99616 members 
Mstep: Class 42 contains 8436 members 
Mstep: Class 43 contains 22632 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779864.000000 Penalty: 100403.789062
Iteration 409Q: 46 clusters Score -1.117799e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 88952 members 
Mstep: Class 3 contains 7138 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54482 members 
Mstep: Class 6 contains 9594 members 
Mstep: Class 7 contains 5244 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 6891 members 
Mstep: Class 10 contains 103023 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 109146 members 
Mstep: Class 13 contains 14711 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6915 members 
Mstep: Class 16 contains 8695 members 
Mstep: Class 17 contains 24790 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5909 members 
Mstep: Class 20 contains 2935 members 
Mstep: Class 21 contains 51459 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 9571 members 
Mstep: Class 25 contains 80644 members 
Mstep: Class 26 contains 34299 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4817 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 4521 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3900 members 
Mstep: Class 34 contains 1362 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6365 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99617 members 
Mstep: Class 42 contains 8421 members 
Mstep: Class 43 contains 22635 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779720.000000 Penalty: 100403.789062
Iteration 410Q: 46 clusters Score -1.117797e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 89026 members 
Mstep: Class 3 contains 7137 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54448 members 
Mstep: Class 6 contains 9593 members 
Mstep: Class 7 contains 5245 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 6891 members 
Mstep: Class 10 contains 103031 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 109130 members 
Mstep: Class 13 contains 14713 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6916 members 
Mstep: Class 16 contains 8696 members 
Mstep: Class 17 contains 24796 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5909 members 
Mstep: Class 20 contains 2935 members 
Mstep: Class 21 contains 51454 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4932 members 
Mstep: Class 24 contains 9570 members 
Mstep: Class 25 contains 80646 members 
Mstep: Class 26 contains 34286 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4816 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 4522 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3897 members 
Mstep: Class 34 contains 1362 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6367 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99612 members 
Mstep: Class 42 contains 8413 members 
Mstep: Class 43 contains 22634 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779808.000000 Penalty: 100403.789062
Iteration 411Q: 46 clusters Score -1.117798e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 89093 members 
Mstep: Class 3 contains 7137 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54430 members 
Mstep: Class 6 contains 9590 members 
Mstep: Class 7 contains 5245 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 6892 members 
Mstep: Class 10 contains 103018 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 109139 members 
Mstep: Class 13 contains 14712 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6915 members 
Mstep: Class 16 contains 8693 members 
Mstep: Class 17 contains 24797 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5909 members 
Mstep: Class 20 contains 2935 members 
Mstep: Class 21 contains 51449 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4933 members 
Mstep: Class 24 contains 9572 members 
Mstep: Class 25 contains 80655 members 
Mstep: Class 26 contains 34278 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4817 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 4522 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3895 members 
Mstep: Class 34 contains 1362 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6367 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99605 members 
Mstep: Class 42 contains 8399 members 
Mstep: Class 43 contains 22633 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780008.000000 Penalty: 100403.789062
Iteration 412Q: 46 clusters Score -1.1178e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 89161 members 
Mstep: Class 3 contains 7136 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54405 members 
Mstep: Class 6 contains 9590 members 
Mstep: Class 7 contains 5245 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 6891 members 
Mstep: Class 10 contains 103007 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 109155 members 
Mstep: Class 13 contains 14715 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6913 members 
Mstep: Class 16 contains 8690 members 
Mstep: Class 17 contains 24799 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5909 members 
Mstep: Class 20 contains 2935 members 
Mstep: Class 21 contains 51443 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4936 members 
Mstep: Class 24 contains 9573 members 
Mstep: Class 25 contains 80649 members 
Mstep: Class 26 contains 34275 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4817 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 4522 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3894 members 
Mstep: Class 34 contains 1362 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6367 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99584 members 
Mstep: Class 42 contains 8385 members 
Mstep: Class 43 contains 22640 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779968.000000 Penalty: 100403.789062
Iteration 413Q: 46 clusters Score -1.1178e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 89230 members 
Mstep: Class 3 contains 7136 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54386 members 
Mstep: Class 6 contains 9590 members 
Mstep: Class 7 contains 5246 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 6891 members 
Mstep: Class 10 contains 102986 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 109176 members 
Mstep: Class 13 contains 14716 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6914 members 
Mstep: Class 16 contains 8687 members 
Mstep: Class 17 contains 24808 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5909 members 
Mstep: Class 20 contains 2935 members 
Mstep: Class 21 contains 51433 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4938 members 
Mstep: Class 24 contains 9573 members 
Mstep: Class 25 contains 80638 members 
Mstep: Class 26 contains 34269 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4819 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 2912 members 
Mstep: Class 31 contains 4522 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3892 members 
Mstep: Class 34 contains 1362 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6366 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99566 members 
Mstep: Class 42 contains 8371 members 
Mstep: Class 43 contains 22653 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780000.000000 Penalty: 100403.789062
Iteration 414Q: 46 clusters Score -1.1178e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 89289 members 
Mstep: Class 3 contains 7136 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54367 members 
Mstep: Class 6 contains 9590 members 
Mstep: Class 7 contains 5248 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 6894 members 
Mstep: Class 10 contains 102975 members 
Mstep: Class 11 contains 9452 members 
Mstep: Class 12 contains 109174 members 
Mstep: Class 13 contains 14718 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6914 members 
Mstep: Class 16 contains 8689 members 
Mstep: Class 17 contains 24812 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5909 members 
Mstep: Class 20 contains 2936 members 
Mstep: Class 21 contains 51429 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4938 members 
Mstep: Class 24 contains 9571 members 
Mstep: Class 25 contains 80631 members 
Mstep: Class 26 contains 34264 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4822 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 2912 members 
Mstep: Class 31 contains 4522 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3890 members 
Mstep: Class 34 contains 1362 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6365 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99564 members 
Mstep: Class 42 contains 8361 members 
Mstep: Class 43 contains 22662 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780152.000000 Penalty: 100403.789062
Iteration 415Q: 46 clusters Score -1.117802e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 89359 members 
Mstep: Class 3 contains 7136 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54358 members 
Mstep: Class 6 contains 9590 members 
Mstep: Class 7 contains 5248 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 6894 members 
Mstep: Class 10 contains 102938 members 
Mstep: Class 11 contains 9452 members 
Mstep: Class 12 contains 109185 members 
Mstep: Class 13 contains 14717 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6915 members 
Mstep: Class 16 contains 8689 members 
Mstep: Class 17 contains 24816 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5909 members 
Mstep: Class 20 contains 2937 members 
Mstep: Class 21 contains 51431 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4938 members 
Mstep: Class 24 contains 9571 members 
Mstep: Class 25 contains 80629 members 
Mstep: Class 26 contains 34262 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4822 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 2912 members 
Mstep: Class 31 contains 4522 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 1362 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6365 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99550 members 
Mstep: Class 42 contains 8346 members 
Mstep: Class 43 contains 22671 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779984.000000 Penalty: 100403.789062
Iteration 416Q: 46 clusters Score -1.1178e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 89432 members 
Mstep: Class 3 contains 7136 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54337 members 
Mstep: Class 6 contains 9590 members 
Mstep: Class 7 contains 5248 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 6894 members 
Mstep: Class 10 contains 102897 members 
Mstep: Class 11 contains 9452 members 
Mstep: Class 12 contains 109199 members 
Mstep: Class 13 contains 14716 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6915 members 
Mstep: Class 16 contains 8688 members 
Mstep: Class 17 contains 24834 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5909 members 
Mstep: Class 20 contains 2937 members 
Mstep: Class 21 contains 51416 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4940 members 
Mstep: Class 24 contains 9571 members 
Mstep: Class 25 contains 80630 members 
Mstep: Class 26 contains 34253 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4823 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 2912 members 
Mstep: Class 31 contains 4522 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 1363 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6367 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99545 members 
Mstep: Class 42 contains 8331 members 
Mstep: Class 43 contains 22679 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780040.000000 Penalty: 100403.789062
Iteration 417Q: 46 clusters Score -1.1178e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 89495 members 
Mstep: Class 3 contains 7137 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54310 members 
Mstep: Class 6 contains 9590 members 
Mstep: Class 7 contains 5248 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 6894 members 
Mstep: Class 10 contains 102878 members 
Mstep: Class 11 contains 9452 members 
Mstep: Class 12 contains 109227 members 
Mstep: Class 13 contains 14716 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 6914 members 
Mstep: Class 16 contains 8686 members 
Mstep: Class 17 contains 24852 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5909 members 
Mstep: Class 20 contains 2937 members 
Mstep: Class 21 contains 51411 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4940 members 
Mstep: Class 24 contains 9571 members 
Mstep: Class 25 contains 80619 members 
Mstep: Class 26 contains 34248 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4824 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 2912 members 
Mstep: Class 31 contains 4523 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3887 members 
Mstep: Class 34 contains 1365 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6367 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99529 members 
Mstep: Class 42 contains 8313 members 
Mstep: Class 43 contains 22686 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780184.000000 Penalty: 100403.789062
Iteration 418Q: 46 clusters Score -1.117802e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 89561 members 
Mstep: Class 3 contains 7139 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54287 members 
Mstep: Class 6 contains 9590 members 
Mstep: Class 7 contains 5248 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 6893 members 
Mstep: Class 10 contains 102867 members 
Mstep: Class 11 contains 9452 members 
Mstep: Class 12 contains 109252 members 
Mstep: Class 13 contains 14716 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6915 members 
Mstep: Class 16 contains 8687 members 
Mstep: Class 17 contains 24864 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5909 members 
Mstep: Class 20 contains 2937 members 
Mstep: Class 21 contains 51415 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4939 members 
Mstep: Class 24 contains 9571 members 
Mstep: Class 25 contains 80617 members 
Mstep: Class 26 contains 34238 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 2912 members 
Mstep: Class 31 contains 4523 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3884 members 
Mstep: Class 34 contains 1365 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 772 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 6366 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99504 members 
Mstep: Class 42 contains 8289 members 
Mstep: Class 43 contains 22689 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780056.000000 Penalty: 100403.789062
Iteration 419Q: 46 clusters Score -1.117801e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 89623 members 
Mstep: Class 3 contains 7140 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54276 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 5248 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 6893 members 
Mstep: Class 10 contains 102852 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 109280 members 
Mstep: Class 13 contains 14713 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6915 members 
Mstep: Class 16 contains 8685 members 
Mstep: Class 17 contains 24869 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5909 members 
Mstep: Class 20 contains 2938 members 
Mstep: Class 21 contains 51413 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4938 members 
Mstep: Class 24 contains 9570 members 
Mstep: Class 25 contains 80618 members 
Mstep: Class 26 contains 34232 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4824 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 2912 members 
Mstep: Class 31 contains 4521 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 1365 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6364 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99486 members 
Mstep: Class 42 contains 8268 members 
Mstep: Class 43 contains 22697 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780000.000000 Penalty: 100403.789062
Iteration 420F: 46 clusters Score -1.1178e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 89683 members 
Mstep: Class 3 contains 7142 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54258 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 5248 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 6891 members 
Mstep: Class 10 contains 102842 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 109316 members 
Mstep: Class 13 contains 14710 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6915 members 
Mstep: Class 16 contains 8687 members 
Mstep: Class 17 contains 24879 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5909 members 
Mstep: Class 20 contains 2940 members 
Mstep: Class 21 contains 51399 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4937 members 
Mstep: Class 24 contains 9570 members 
Mstep: Class 25 contains 80610 members 
Mstep: Class 26 contains 34223 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4819 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 2912 members 
Mstep: Class 31 contains 4521 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 1365 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6364 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99482 members 
Mstep: Class 42 contains 8248 members 
Mstep: Class 43 contains 22704 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 108000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780032.000000 Penalty: 100403.789062
Iteration 421Q: 46 clusters Score -1.1178e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 89728 members 
Mstep: Class 3 contains 7144 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54246 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 5248 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 6892 members 
Mstep: Class 10 contains 102850 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 109357 members 
Mstep: Class 13 contains 14710 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6914 members 
Mstep: Class 16 contains 8689 members 
Mstep: Class 17 contains 24888 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5909 members 
Mstep: Class 20 contains 2942 members 
Mstep: Class 21 contains 51382 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 4936 members 
Mstep: Class 24 contains 9567 members 
Mstep: Class 25 contains 80589 members 
Mstep: Class 26 contains 34215 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4817 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 2912 members 
Mstep: Class 31 contains 4522 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3878 members 
Mstep: Class 34 contains 1365 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6364 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99466 members 
Mstep: Class 42 contains 8236 members 
Mstep: Class 43 contains 22716 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 107973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780096.000000 Penalty: 100403.789062
Iteration 422Q: 46 clusters Score -1.117801e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 89792 members 
Mstep: Class 3 contains 7145 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54233 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 5248 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 6895 members 
Mstep: Class 10 contains 102837 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 109403 members 
Mstep: Class 13 contains 14708 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6913 members 
Mstep: Class 16 contains 8689 members 
Mstep: Class 17 contains 24896 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5909 members 
Mstep: Class 20 contains 2941 members 
Mstep: Class 21 contains 51359 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4937 members 
Mstep: Class 24 contains 9565 members 
Mstep: Class 25 contains 80576 members 
Mstep: Class 26 contains 34215 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4816 members 
Mstep: Class 29 contains 1738 members 
Mstep: Class 30 contains 2912 members 
Mstep: Class 31 contains 4522 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3880 members 
Mstep: Class 34 contains 1365 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6364 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99449 members 
Mstep: Class 42 contains 8225 members 
Mstep: Class 43 contains 22722 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 107940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780120.000000 Penalty: 100403.789062
Iteration 423Q: 46 clusters Score -1.117801e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 89874 members 
Mstep: Class 3 contains 7146 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54226 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 5248 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 6894 members 
Mstep: Class 10 contains 102809 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 109431 members 
Mstep: Class 13 contains 14706 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6912 members 
Mstep: Class 16 contains 8689 members 
Mstep: Class 17 contains 24909 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5909 members 
Mstep: Class 20 contains 2942 members 
Mstep: Class 21 contains 51338 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4937 members 
Mstep: Class 24 contains 9564 members 
Mstep: Class 25 contains 80563 members 
Mstep: Class 26 contains 34210 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4817 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 2912 members 
Mstep: Class 31 contains 4522 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3878 members 
Mstep: Class 34 contains 1365 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6364 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99430 members 
Mstep: Class 42 contains 8217 members 
Mstep: Class 43 contains 22724 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 107917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780160.000000 Penalty: 100403.789062
Iteration 424Q: 46 clusters Score -1.117802e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 89970 members 
Mstep: Class 3 contains 7146 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54212 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 5248 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 6888 members 
Mstep: Class 10 contains 102784 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 109432 members 
Mstep: Class 13 contains 14704 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 8689 members 
Mstep: Class 17 contains 24927 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5909 members 
Mstep: Class 20 contains 2942 members 
Mstep: Class 21 contains 51327 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4935 members 
Mstep: Class 24 contains 9565 members 
Mstep: Class 25 contains 80554 members 
Mstep: Class 26 contains 34200 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4816 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 2912 members 
Mstep: Class 31 contains 4521 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3877 members 
Mstep: Class 34 contains 1365 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6363 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99426 members 
Mstep: Class 42 contains 8205 members 
Mstep: Class 43 contains 22727 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 107897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780376.000000 Penalty: 100403.789062
Iteration 425Q: 46 clusters Score -1.117804e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 90087 members 
Mstep: Class 3 contains 7146 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54192 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 5248 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 6885 members 
Mstep: Class 10 contains 102768 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 109419 members 
Mstep: Class 13 contains 14703 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6912 members 
Mstep: Class 16 contains 8688 members 
Mstep: Class 17 contains 24948 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5910 members 
Mstep: Class 20 contains 2942 members 
Mstep: Class 21 contains 51313 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4934 members 
Mstep: Class 24 contains 9567 members 
Mstep: Class 25 contains 80548 members 
Mstep: Class 26 contains 34193 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4813 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 2912 members 
Mstep: Class 31 contains 4521 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3878 members 
Mstep: Class 34 contains 1365 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6363 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99423 members 
Mstep: Class 42 contains 8193 members 
Mstep: Class 43 contains 22728 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 107852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780512.000000 Penalty: 100403.789062
Iteration 426Q: 46 clusters Score -1.117805e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 90206 members 
Mstep: Class 3 contains 7147 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54174 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 5248 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 6882 members 
Mstep: Class 10 contains 102725 members 
Mstep: Class 11 contains 9454 members 
Mstep: Class 12 contains 109429 members 
Mstep: Class 13 contains 14703 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6912 members 
Mstep: Class 16 contains 8686 members 
Mstep: Class 17 contains 24966 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5910 members 
Mstep: Class 20 contains 2942 members 
Mstep: Class 21 contains 51307 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4933 members 
Mstep: Class 24 contains 9569 members 
Mstep: Class 25 contains 80530 members 
Mstep: Class 26 contains 34181 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 4813 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2912 members 
Mstep: Class 31 contains 4520 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3878 members 
Mstep: Class 34 contains 1365 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6364 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99429 members 
Mstep: Class 42 contains 8181 members 
Mstep: Class 43 contains 22734 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 107805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780656.000000 Penalty: 100403.789062
Iteration 427Q: 46 clusters Score -1.117807e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 90341 members 
Mstep: Class 3 contains 7149 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54159 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 5248 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 6876 members 
Mstep: Class 10 contains 102698 members 
Mstep: Class 11 contains 9454 members 
Mstep: Class 12 contains 109433 members 
Mstep: Class 13 contains 14696 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6913 members 
Mstep: Class 16 contains 8686 members 
Mstep: Class 17 contains 24981 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5910 members 
Mstep: Class 20 contains 2942 members 
Mstep: Class 21 contains 51306 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4933 members 
Mstep: Class 24 contains 9570 members 
Mstep: Class 25 contains 80523 members 
Mstep: Class 26 contains 34165 members 
Mstep: Class 27 contains 546 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2912 members 
Mstep: Class 31 contains 4519 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3880 members 
Mstep: Class 34 contains 1365 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6364 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99405 members 
Mstep: Class 42 contains 8164 members 
Mstep: Class 43 contains 22743 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 107759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780672.000000 Penalty: 100403.789062
Iteration 428Q: 46 clusters Score -1.117807e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 90499 members 
Mstep: Class 3 contains 7149 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54127 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 5248 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 6870 members 
Mstep: Class 10 contains 102657 members 
Mstep: Class 11 contains 9454 members 
Mstep: Class 12 contains 109450 members 
Mstep: Class 13 contains 14693 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6913 members 
Mstep: Class 16 contains 8683 members 
Mstep: Class 17 contains 24992 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5910 members 
Mstep: Class 20 contains 2942 members 
Mstep: Class 21 contains 51297 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4932 members 
Mstep: Class 24 contains 9572 members 
Mstep: Class 25 contains 80505 members 
Mstep: Class 26 contains 34156 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2912 members 
Mstep: Class 31 contains 4520 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 1365 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6366 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99408 members 
Mstep: Class 42 contains 8147 members 
Mstep: Class 43 contains 22751 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 107697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781024.000000 Penalty: 100403.789062
Iteration 429Q: 46 clusters Score -1.11781e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 90689 members 
Mstep: Class 3 contains 7147 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54087 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 5248 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 6869 members 
Mstep: Class 10 contains 102634 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 109466 members 
Mstep: Class 13 contains 14692 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6914 members 
Mstep: Class 16 contains 8681 members 
Mstep: Class 17 contains 24998 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5909 members 
Mstep: Class 20 contains 2942 members 
Mstep: Class 21 contains 51286 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4935 members 
Mstep: Class 24 contains 9575 members 
Mstep: Class 25 contains 80481 members 
Mstep: Class 26 contains 34143 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2912 members 
Mstep: Class 31 contains 4520 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 1365 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6366 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99393 members 
Mstep: Class 42 contains 8133 members 
Mstep: Class 43 contains 22761 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 107622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781016.000000 Penalty: 100403.789062
Iteration 430Q: 46 clusters Score -1.11781e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 90872 members 
Mstep: Class 3 contains 7145 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 54040 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 5248 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 6867 members 
Mstep: Class 10 contains 102608 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 109468 members 
Mstep: Class 13 contains 14697 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6913 members 
Mstep: Class 16 contains 8678 members 
Mstep: Class 17 contains 25007 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5908 members 
Mstep: Class 20 contains 2942 members 
Mstep: Class 21 contains 51288 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4935 members 
Mstep: Class 24 contains 9576 members 
Mstep: Class 25 contains 80460 members 
Mstep: Class 26 contains 34115 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4807 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 4522 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 1365 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6365 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99390 members 
Mstep: Class 42 contains 8115 members 
Mstep: Class 43 contains 22772 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 107563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781168.000000 Penalty: 100403.789062
Iteration 431Q: 46 clusters Score -1.117812e+08 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 91073 members 
Mstep: Class 3 contains 7145 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 53993 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 5247 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 6867 members 
Mstep: Class 10 contains 102595 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 109488 members 
Mstep: Class 13 contains 14700 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6915 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 25014 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5908 members 
Mstep: Class 20 contains 2941 members 
Mstep: Class 21 contains 51266 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4935 members 
Mstep: Class 24 contains 9577 members 
Mstep: Class 25 contains 80444 members 
Mstep: Class 26 contains 34099 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 4522 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3880 members 
Mstep: Class 34 contains 1365 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6365 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99372 members 
Mstep: Class 42 contains 8102 members 
Mstep: Class 43 contains 22778 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 107475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781288.000000 Penalty: 100403.789062
Iteration 432Q: 46 clusters Score -1.117813e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 91296 members 
Mstep: Class 3 contains 7145 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 53947 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 5247 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 6864 members 
Mstep: Class 10 contains 102581 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 109502 members 
Mstep: Class 13 contains 14703 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6914 members 
Mstep: Class 16 contains 8677 members 
Mstep: Class 17 contains 25005 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5909 members 
Mstep: Class 20 contains 2941 members 
Mstep: Class 21 contains 51243 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4934 members 
Mstep: Class 24 contains 9577 members 
Mstep: Class 25 contains 80418 members 
Mstep: Class 26 contains 34082 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4802 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 4521 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3877 members 
Mstep: Class 34 contains 1365 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6365 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99364 members 
Mstep: Class 42 contains 8092 members 
Mstep: Class 43 contains 22784 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 107389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781480.000000 Penalty: 100403.789062
Iteration 433Q: 46 clusters Score -1.117815e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 91517 members 
Mstep: Class 3 contains 7146 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 53896 members 
Mstep: Class 6 contains 9590 members 
Mstep: Class 7 contains 5247 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 6863 members 
Mstep: Class 10 contains 102533 members 
Mstep: Class 11 contains 9454 members 
Mstep: Class 12 contains 109508 members 
Mstep: Class 13 contains 14705 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6915 members 
Mstep: Class 16 contains 8679 members 
Mstep: Class 17 contains 25006 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5909 members 
Mstep: Class 20 contains 2942 members 
Mstep: Class 21 contains 51231 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4934 members 
Mstep: Class 24 contains 9578 members 
Mstep: Class 25 contains 80414 members 
Mstep: Class 26 contains 34057 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4802 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 4519 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3876 members 
Mstep: Class 34 contains 1365 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6363 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99350 members 
Mstep: Class 42 contains 8082 members 
Mstep: Class 43 contains 22799 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 107306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781656.000000 Penalty: 100403.789062
Iteration 434Q: 46 clusters Score -1.117817e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 91729 members 
Mstep: Class 3 contains 7146 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 53849 members 
Mstep: Class 6 contains 9590 members 
Mstep: Class 7 contains 5246 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 6864 members 
Mstep: Class 10 contains 102487 members 
Mstep: Class 11 contains 9456 members 
Mstep: Class 12 contains 109524 members 
Mstep: Class 13 contains 14704 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6915 members 
Mstep: Class 16 contains 8681 members 
Mstep: Class 17 contains 25016 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5909 members 
Mstep: Class 20 contains 2941 members 
Mstep: Class 21 contains 51224 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4934 members 
Mstep: Class 24 contains 9579 members 
Mstep: Class 25 contains 80381 members 
Mstep: Class 26 contains 34036 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4803 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2912 members 
Mstep: Class 31 contains 4519 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3873 members 
Mstep: Class 34 contains 1366 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 775 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6358 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99334 members 
Mstep: Class 42 contains 8068 members 
Mstep: Class 43 contains 22808 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 107240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781936.000000 Penalty: 100403.789062
Iteration 435Q: 46 clusters Score -1.117819e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 91941 members 
Mstep: Class 3 contains 7144 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 53790 members 
Mstep: Class 6 contains 9590 members 
Mstep: Class 7 contains 5245 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 6868 members 
Mstep: Class 10 contains 102473 members 
Mstep: Class 11 contains 9455 members 
Mstep: Class 12 contains 109541 members 
Mstep: Class 13 contains 14703 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6911 members 
Mstep: Class 16 contains 8681 members 
Mstep: Class 17 contains 25014 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5911 members 
Mstep: Class 20 contains 2941 members 
Mstep: Class 21 contains 51200 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4935 members 
Mstep: Class 24 contains 9582 members 
Mstep: Class 25 contains 80338 members 
Mstep: Class 26 contains 34013 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4803 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2912 members 
Mstep: Class 31 contains 4519 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3866 members 
Mstep: Class 34 contains 1366 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6357 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99330 members 
Mstep: Class 42 contains 8063 members 
Mstep: Class 43 contains 22826 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 107174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782112.000000 Penalty: 100403.789062
Iteration 436Q: 46 clusters Score -1.117821e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 92184 members 
Mstep: Class 3 contains 7145 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 53735 members 
Mstep: Class 6 contains 9589 members 
Mstep: Class 7 contains 5246 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 6866 members 
Mstep: Class 10 contains 102466 members 
Mstep: Class 11 contains 9455 members 
Mstep: Class 12 contains 109543 members 
Mstep: Class 13 contains 14702 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6909 members 
Mstep: Class 16 contains 8680 members 
Mstep: Class 17 contains 25004 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5910 members 
Mstep: Class 20 contains 2942 members 
Mstep: Class 21 contains 51162 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4934 members 
Mstep: Class 24 contains 9582 members 
Mstep: Class 25 contains 80308 members 
Mstep: Class 26 contains 33979 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4803 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 2913 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3862 members 
Mstep: Class 34 contains 1366 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6359 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99321 members 
Mstep: Class 42 contains 8060 members 
Mstep: Class 43 contains 22846 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 107107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782136.000000 Penalty: 100403.789062
Iteration 437Q: 46 clusters Score -1.117821e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 92461 members 
Mstep: Class 3 contains 7145 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 53679 members 
Mstep: Class 6 contains 9587 members 
Mstep: Class 7 contains 5245 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 6862 members 
Mstep: Class 10 contains 102450 members 
Mstep: Class 11 contains 9454 members 
Mstep: Class 12 contains 109560 members 
Mstep: Class 13 contains 14698 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6905 members 
Mstep: Class 16 contains 8674 members 
Mstep: Class 17 contains 24988 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5912 members 
Mstep: Class 20 contains 2943 members 
Mstep: Class 21 contains 51118 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4935 members 
Mstep: Class 24 contains 9583 members 
Mstep: Class 25 contains 80275 members 
Mstep: Class 26 contains 33952 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4804 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 2913 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3860 members 
Mstep: Class 34 contains 1366 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6359 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99290 members 
Mstep: Class 42 contains 8059 members 
Mstep: Class 43 contains 22863 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 107042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782032.000000 Penalty: 100403.789062
Iteration 438Q: 46 clusters Score -1.11782e+08 nChanged 856
Entering ConstructFrom: 
Score: -111782032.000000 Penalty: 100403.789062
Entering ConstructFrom: 
Trying to split cluster 1 (6953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Entering Unmasked Estep 
Score: -865672.812500 Penalty: 1437.625854
	Iteration 0F: 2 clusters Score -865672.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -860444.000000 Penalty: 2875.251709
	Iteration 0F: 3 clusters Score -860444 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -862046.562500 Penalty: 2875.251709
	Iteration 1F: 3 clusters Score -862046.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -862286.000000 Penalty: 2875.251709
	Iteration 2F: 3 clusters Score -862286 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -862476.375000 Penalty: 2875.251709
	Iteration 3F: 3 clusters Score -862476.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -862617.875000 Penalty: 2875.251709
	Iteration 4Q: 3 clusters Score -862617.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -862751.437500 Penalty: 2875.251709
	Iteration 5Q: 3 clusters Score -862751.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -862877.187500 Penalty: 2875.251709
	Iteration 6Q: 3 clusters Score -862877.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -863003.687500 Penalty: 2875.251709
	Iteration 7Q: 3 clusters Score -863003.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -863133.000000 Penalty: 2875.251709
	Iteration 8Q: 3 clusters Score -863133 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -863267.000000 Penalty: 2875.251709
	Iteration 9Q: 3 clusters Score -863267 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -863390.937500 Penalty: 2875.251709
	Iteration 10Q: 3 clusters Score -863390.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -863506.062500 Penalty: 2875.251709
	Iteration 11Q: 3 clusters Score -863506.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -863611.062500 Penalty: 2875.251709
	Iteration 12Q: 3 clusters Score -863611.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -863694.562500 Penalty: 2875.251709
	Iteration 13Q: 3 clusters Score -863694.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -863754.562500 Penalty: 2875.251709
	Iteration 14Q: 3 clusters Score -863754.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -863805.125000 Penalty: 2875.251709
	Iteration 15Q: 3 clusters Score -863805.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -863857.687500 Penalty: 2875.251709
	Iteration 16Q: 3 clusters Score -863857.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -863902.375000 Penalty: 2875.251709
	Iteration 17Q: 3 clusters Score -863902.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -863948.437500 Penalty: 2875.251709
	Iteration 18Q: 3 clusters Score -863948.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -863986.625000 Penalty: 2875.251709
	Iteration 19Q: 3 clusters Score -863986.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -864013.375000 Penalty: 2875.251709
	Iteration 20F: 3 clusters Score -864013.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -864044.000000 Penalty: 2875.251709
	Iteration 21Q: 3 clusters Score -864044 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -864069.875000 Penalty: 2875.251709
	Iteration 22Q: 3 clusters Score -864069.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -864086.687500 Penalty: 2875.251709
	Iteration 23Q: 3 clusters Score -864086.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -864105.562500 Penalty: 2875.251709
	Iteration 24Q: 3 clusters Score -864105.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -864121.875000 Penalty: 2875.251709
	Iteration 25Q: 3 clusters Score -864121.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -864138.187500 Penalty: 2875.251709
	Iteration 26Q: 3 clusters Score -864138.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -864154.687500 Penalty: 2875.251709
	Iteration 27Q: 3 clusters Score -864154.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -864169.437500 Penalty: 2875.251709
	Iteration 28Q: 3 clusters Score -864169.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -864190.937500 Penalty: 2875.251709
	Iteration 29Q: 3 clusters Score -864190.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -864205.750000 Penalty: 2875.251709
	Iteration 30Q: 3 clusters Score -864205.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -864222.750000 Penalty: 2875.251709
	Iteration 31Q: 3 clusters Score -864222.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -864237.750000 Penalty: 2875.251709
	Iteration 32Q: 3 clusters Score -864237.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -864255.250000 Penalty: 2875.251709
	Iteration 33Q: 3 clusters Score -864255.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -864267.562500 Penalty: 2875.251709
	Iteration 34Q: 3 clusters Score -864267.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -864277.750000 Penalty: 2875.251709
	Iteration 35Q: 3 clusters Score -864277.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -864285.125000 Penalty: 2875.251709
	Iteration 36Q: 3 clusters Score -864285.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -864294.750000 Penalty: 2875.251709
	Iteration 37Q: 3 clusters Score -864294.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -864313.625000 Penalty: 2875.251709
	Iteration 38Q: 3 clusters Score -864313.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -864333.937500 Penalty: 2875.251709
	Iteration 39Q: 3 clusters Score -864333.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -864352.500000 Penalty: 2875.251709
	Iteration 40F: 3 clusters Score -864352.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -864367.750000 Penalty: 2875.251709
	Iteration 41Q: 3 clusters Score -864367.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -864376.875000 Penalty: 2875.251709
	Iteration 42Q: 3 clusters Score -864376.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -864385.125000 Penalty: 2875.251709
	Iteration 43Q: 3 clusters Score -864385.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -864393.125000 Penalty: 2875.251709
	Iteration 44Q: 3 clusters Score -864393.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -864396.937500 Penalty: 2875.251709
	Iteration 45Q: 3 clusters Score -864396.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -864402.437500 Penalty: 2875.251709
	Iteration 46Q: 3 clusters Score -864402.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -864405.437500 Penalty: 2875.251709
	Iteration 47Q: 3 clusters Score -864405.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -864406.125000 Penalty: 2875.251709
	Iteration 48Q: 3 clusters Score -864406.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -864411.500000 Penalty: 2875.251709
	Iteration 49Q: 3 clusters Score -864411.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -864415.250000 Penalty: 2875.251709
	Iteration 50Q: 3 clusters Score -864415.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -864418.250000 Penalty: 2875.251709
	Iteration 51Q: 3 clusters Score -864418.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -864418.812500 Penalty: 2875.251709
	Iteration 52Q: 3 clusters Score -864418.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -864419.062500 Penalty: 2875.251709
	Iteration 53Q: 3 clusters Score -864419.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -864418.875000 Penalty: 2875.251709
	Iteration 54Q: 3 clusters Score -864418.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -864419.687500 Penalty: 2875.251709
	Iteration 55Q: 3 clusters Score -864419.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -864422.500000 Penalty: 2875.251709
	Iteration 56Q: 3 clusters Score -864422.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -864424.812500 Penalty: 2875.251709
	Iteration 57Q: 3 clusters Score -864424.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -864428.875000 Penalty: 2875.251709
	Iteration 58Q: 3 clusters Score -864428.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -864432.625000 Penalty: 2875.251709
	Iteration 59Q: 3 clusters Score -864432.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -864436.062500 Penalty: 2875.251709
	Iteration 60F: 3 clusters Score -864436.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -864438.062500 Penalty: 2875.251709
	Iteration 61Q: 3 clusters Score -864438.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -864442.937500 Penalty: 2875.251709
	Iteration 62Q: 3 clusters Score -864442.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -864444.187500 Penalty: 2875.251709
	Iteration 63Q: 3 clusters Score -864444.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -864445.625000 Penalty: 2875.251709
	Iteration 64Q: 3 clusters Score -864445.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -864445.875000 Penalty: 2875.251709
	Iteration 65Q: 3 clusters Score -864445.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -864445.875000 Penalty: 2875.251709
	Iteration 66F: 3 clusters Score -864445.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (92777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92777 members 
Entering Unmasked Estep 
Score: -11726162.000000 Penalty: 1858.667480
	Iteration 0F: 2 clusters Score -1.172616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -11664611.000000 Penalty: 3717.334961
	Iteration 0F: 3 clusters Score -1.166461e+07 nChanged 44275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 49233 members 
Entering Unmasked Estep 
Score: -11690214.000000 Penalty: 3717.334961
	Iteration 1F: 3 clusters Score -1.169021e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -11690763.000000 Penalty: 3717.334961
	Iteration 2Q: 3 clusters Score -1.169076e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 53132 members 
Entering Unmasked Estep 
Score: -11691603.000000 Penalty: 3717.334961
	Iteration 3Q: 3 clusters Score -1.16916e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 56739 members 
Entering Unmasked Estep 
Score: -11693091.000000 Penalty: 3717.334961
	Iteration 4Q: 3 clusters Score -1.169309e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 61977 members 
Entering Unmasked Estep 
Score: -11696031.000000 Penalty: 3717.334961
	Iteration 5F: 3 clusters Score -1.169603e+07 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 69146 members 
Entering Unmasked Estep 
Score: -11701279.000000 Penalty: 3717.334961
	Iteration 6F: 3 clusters Score -1.170128e+07 nChanged 8650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 77758 members 
Entering Unmasked Estep 
Score: -11709197.000000 Penalty: 3717.334961
	Iteration 7F: 3 clusters Score -1.17092e+07 nChanged 7851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 85593 members 
Entering Unmasked Estep 
Score: -11717208.000000 Penalty: 3717.334961
	Iteration 8F: 3 clusters Score -1.171721e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 90310 members 
Entering Unmasked Estep 
Score: -11722008.000000 Penalty: 3717.334961
	Iteration 9F: 3 clusters Score -1.172201e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 91985 members 
Entering Unmasked Estep 
Score: -11723805.000000 Penalty: 3717.334961
	Iteration 10Q: 3 clusters Score -1.17238e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 92410 members 
Entering Unmasked Estep 
Score: -11724279.000000 Penalty: 3717.334961
	Iteration 11Q: 3 clusters Score -1.172428e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 92496 members 
Entering Unmasked Estep 
Score: -11724461.000000 Penalty: 3717.334961
	Iteration 12Q: 3 clusters Score -1.172446e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 92507 members 
Entering Unmasked Estep 
Score: -11724568.000000 Penalty: 3717.334961
	Iteration 13Q: 3 clusters Score -1.172457e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 92502 members 
Entering Unmasked Estep 
Score: -11724637.000000 Penalty: 3717.334961
	Iteration 14Q: 3 clusters Score -1.172464e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 92503 members 
Entering Unmasked Estep 
Score: -11724690.000000 Penalty: 3717.334961
	Iteration 15Q: 3 clusters Score -1.172469e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 92494 members 
Entering Unmasked Estep 
Score: -11724734.000000 Penalty: 3717.334961
	Iteration 16Q: 3 clusters Score -1.172473e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 92490 members 
Entering Unmasked Estep 
Score: -11724776.000000 Penalty: 3717.334961
	Iteration 17Q: 3 clusters Score -1.172478e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 92482 members 
Entering Unmasked Estep 
Score: -11724820.000000 Penalty: 3717.334961
	Iteration 18Q: 3 clusters Score -1.172482e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 92470 members 
Entering Unmasked Estep 
Score: -11724859.000000 Penalty: 3717.334961
	Iteration 19Q: 3 clusters Score -1.172486e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 92461 members 
Entering Unmasked Estep 
Score: -11724877.000000 Penalty: 3717.334961
	Iteration 20F: 3 clusters Score -1.172488e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 92455 members 
Entering Unmasked Estep 
Score: -11724901.000000 Penalty: 3717.334961
	Iteration 21Q: 3 clusters Score -1.17249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 92447 members 
Entering Unmasked Estep 
Score: -11724907.000000 Penalty: 3717.334961
	Iteration 22Q: 3 clusters Score -1.172491e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 92438 members 
Entering Unmasked Estep 
Score: -11724901.000000 Penalty: 3717.334961
	Iteration 23Q: 3 clusters Score -1.17249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 92432 members 
Entering Unmasked Estep 
Score: -11724915.000000 Penalty: 3717.334961
	Iteration 24Q: 3 clusters Score -1.172492e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 92427 members 
Entering Unmasked Estep 
Score: -11724920.000000 Penalty: 3717.334961
	Iteration 25Q: 3 clusters Score -1.172492e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 92420 members 
Entering Unmasked Estep 
Score: -11724930.000000 Penalty: 3717.334961
	Iteration 26Q: 3 clusters Score -1.172493e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 92409 members 
Entering Unmasked Estep 
Score: -11724949.000000 Penalty: 3717.334961
	Iteration 27Q: 3 clusters Score -1.172495e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 92396 members 
Entering Unmasked Estep 
Score: -11724956.000000 Penalty: 3717.334961
	Iteration 28Q: 3 clusters Score -1.172496e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 92385 members 
Entering Unmasked Estep 
Score: -11724965.000000 Penalty: 3717.334961
	Iteration 29Q: 3 clusters Score -1.172496e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 92373 members 
Entering Unmasked Estep 
Score: -11724981.000000 Penalty: 3717.334961
	Iteration 30Q: 3 clusters Score -1.172498e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 92362 members 
Entering Unmasked Estep 
Score: -11724981.000000 Penalty: 3717.334961
	Iteration 31Q: 3 clusters Score -1.172498e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 92357 members 
Entering Unmasked Estep 
Score: -11724984.000000 Penalty: 3717.334961
	Iteration 32Q: 3 clusters Score -1.172498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 92350 members 
Entering Unmasked Estep 
Score: -11724997.000000 Penalty: 3717.334961
	Iteration 33Q: 3 clusters Score -1.1725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 92343 members 
Entering Unmasked Estep 
Score: -11724992.000000 Penalty: 3717.334961
	Iteration 34Q: 3 clusters Score -1.172499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 92340 members 
Entering Unmasked Estep 
Score: -11724997.000000 Penalty: 3717.334961
	Iteration 35Q: 3 clusters Score -1.1725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 92335 members 
Entering Unmasked Estep 
Score: -11725000.000000 Penalty: 3717.334961
	Iteration 36Q: 3 clusters Score -1.1725e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 92324 members 
Entering Unmasked Estep 
Score: -11725008.000000 Penalty: 3717.334961
	Iteration 37Q: 3 clusters Score -1.172501e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 92310 members 
Entering Unmasked Estep 
Score: -11725025.000000 Penalty: 3717.334961
	Iteration 38Q: 3 clusters Score -1.172502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 92303 members 
Entering Unmasked Estep 
Score: -11725022.000000 Penalty: 3717.334961
	Iteration 39Q: 3 clusters Score -1.172502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 92299 members 
Entering Unmasked Estep 
Score: -11725021.000000 Penalty: 3717.334961
	Iteration 40F: 3 clusters Score -1.172502e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 92292 members 
Entering Unmasked Estep 
Score: -11725020.000000 Penalty: 3717.334961
	Iteration 41Q: 3 clusters Score -1.172502e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 92277 members 
Entering Unmasked Estep 
Score: -11725028.000000 Penalty: 3717.334961
	Iteration 42Q: 3 clusters Score -1.172503e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 92263 members 
Entering Unmasked Estep 
Score: -11725047.000000 Penalty: 3717.334961
	Iteration 43Q: 3 clusters Score -1.172505e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 92254 members 
Entering Unmasked Estep 
Score: -11725047.000000 Penalty: 3717.334961
	Iteration 44Q: 3 clusters Score -1.172505e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 92240 members 
Entering Unmasked Estep 
Score: -11725047.000000 Penalty: 3717.334961
	Iteration 45Q: 3 clusters Score -1.172505e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 92224 members 
Entering Unmasked Estep 
Score: -11725067.000000 Penalty: 3717.334961
	Iteration 46Q: 3 clusters Score -1.172507e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 92212 members 
Entering Unmasked Estep 
Score: -11725062.000000 Penalty: 3717.334961
	Iteration 47Q: 3 clusters Score -1.172506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 92202 members 
Entering Unmasked Estep 
Score: -11725075.000000 Penalty: 3717.334961
	Iteration 48Q: 3 clusters Score -1.172508e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 92192 members 
Entering Unmasked Estep 
Score: -11725074.000000 Penalty: 3717.334961
	Iteration 49Q: 3 clusters Score -1.172507e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 92184 members 
Entering Unmasked Estep 
Score: -11725075.000000 Penalty: 3717.334961
	Iteration 50Q: 3 clusters Score -1.172508e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 92177 members 
Entering Unmasked Estep 
Score: -11725081.000000 Penalty: 3717.334961
	Iteration 51Q: 3 clusters Score -1.172508e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 92169 members 
Entering Unmasked Estep 
Score: -11725080.000000 Penalty: 3717.334961
	Iteration 52Q: 3 clusters Score -1.172508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 92165 members 
Entering Unmasked Estep 
Score: -11725088.000000 Penalty: 3717.334961
	Iteration 53Q: 3 clusters Score -1.172509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 92162 members 
Entering Unmasked Estep 
Score: -11725097.000000 Penalty: 3717.334961
	Iteration 54Q: 3 clusters Score -1.17251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 92157 members 
Entering Unmasked Estep 
Score: -11725090.000000 Penalty: 3717.334961
	Iteration 55Q: 3 clusters Score -1.172509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 92153 members 
Entering Unmasked Estep 
Score: -11725092.000000 Penalty: 3717.334961
	Iteration 56Q: 3 clusters Score -1.172509e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 92142 members 
Entering Unmasked Estep 
Score: -11725094.000000 Penalty: 3717.334961
	Iteration 57Q: 3 clusters Score -1.172509e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 92134 members 
Entering Unmasked Estep 
Score: -11725106.000000 Penalty: 3717.334961
	Iteration 58Q: 3 clusters Score -1.172511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 92131 members 
Entering Unmasked Estep 
Score: -11725091.000000 Penalty: 3717.334961
	Iteration 59Q: 3 clusters Score -1.172509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 92128 members 
Entering Unmasked Estep 
Score: -11725097.000000 Penalty: 3717.334961
	Iteration 60F: 3 clusters Score -1.17251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 92126 members 
Entering Unmasked Estep 
Score: -11725097.000000 Penalty: 3717.334961
	Iteration 61Q: 3 clusters Score -1.17251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 92123 members 
Entering Unmasked Estep 
Score: -11725105.000000 Penalty: 3717.334961
	Iteration 62Q: 3 clusters Score -1.17251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 92119 members 
Entering Unmasked Estep 
Score: -11725106.000000 Penalty: 3717.334961
	Iteration 63Q: 3 clusters Score -1.172511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 92117 members 
Entering Unmasked Estep 
Score: -11725103.000000 Penalty: 3717.334961
	Iteration 64Q: 3 clusters Score -1.17251e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 92117 members 
Entering Unmasked Estep 
Score: -11725103.000000 Penalty: 3717.334961
	Iteration 65F: 3 clusters Score -1.17251e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Entering Unmasked Estep 
Score: -850033.250000 Penalty: 1442.052368
	Iteration 0F: 2 clusters Score -850033.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -844671.062500 Penalty: 2884.104736
	Iteration 0F: 3 clusters Score -844671.1 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -846248.937500 Penalty: 2884.104736
	Iteration 1F: 3 clusters Score -846248.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -846468.500000 Penalty: 2884.104736
	Iteration 2F: 3 clusters Score -846468.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -846625.375000 Penalty: 2884.104736
	Iteration 3F: 3 clusters Score -846625.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -846780.812500 Penalty: 2884.104736
	Iteration 4Q: 3 clusters Score -846780.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -846907.000000 Penalty: 2884.104736
	Iteration 5Q: 3 clusters Score -846907 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -847041.625000 Penalty: 2884.104736
	Iteration 6Q: 3 clusters Score -847041.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -847205.187500 Penalty: 2884.104736
	Iteration 7Q: 3 clusters Score -847205.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -847407.375000 Penalty: 2884.104736
	Iteration 8Q: 3 clusters Score -847407.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -847628.812500 Penalty: 2884.104736
	Iteration 9Q: 3 clusters Score -847628.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -847855.812500 Penalty: 2884.104736
	Iteration 10Q: 3 clusters Score -847855.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -848031.312500 Penalty: 2884.104736
	Iteration 11Q: 3 clusters Score -848031.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -848151.000000 Penalty: 2884.104736
	Iteration 12Q: 3 clusters Score -848151 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -848228.750000 Penalty: 2884.104736
	Iteration 13Q: 3 clusters Score -848228.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -848279.937500 Penalty: 2884.104736
	Iteration 14Q: 3 clusters Score -848279.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -848323.437500 Penalty: 2884.104736
	Iteration 15Q: 3 clusters Score -848323.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -848360.562500 Penalty: 2884.104736
	Iteration 16Q: 3 clusters Score -848360.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -848382.500000 Penalty: 2884.104736
	Iteration 17Q: 3 clusters Score -848382.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -848398.500000 Penalty: 2884.104736
	Iteration 18Q: 3 clusters Score -848398.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -848412.187500 Penalty: 2884.104736
	Iteration 19Q: 3 clusters Score -848412.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -848429.250000 Penalty: 2884.104736
	Iteration 20F: 3 clusters Score -848429.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -848435.500000 Penalty: 2884.104736
	Iteration 21Q: 3 clusters Score -848435.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -848444.000000 Penalty: 2884.104736
	Iteration 22Q: 3 clusters Score -848444 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -848456.437500 Penalty: 2884.104736
	Iteration 23Q: 3 clusters Score -848456.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -848470.500000 Penalty: 2884.104736
	Iteration 24Q: 3 clusters Score -848470.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -848487.000000 Penalty: 2884.104736
	Iteration 25Q: 3 clusters Score -848487 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -848500.250000 Penalty: 2884.104736
	Iteration 26Q: 3 clusters Score -848500.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -848512.562500 Penalty: 2884.104736
	Iteration 27Q: 3 clusters Score -848512.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -848519.250000 Penalty: 2884.104736
	Iteration 28Q: 3 clusters Score -848519.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -848529.875000 Penalty: 2884.104736
	Iteration 29Q: 3 clusters Score -848529.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -848538.875000 Penalty: 2884.104736
	Iteration 30Q: 3 clusters Score -848538.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -848547.562500 Penalty: 2884.104736
	Iteration 31Q: 3 clusters Score -848547.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -848552.062500 Penalty: 2884.104736
	Iteration 32Q: 3 clusters Score -848552.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -848555.687500 Penalty: 2884.104736
	Iteration 33Q: 3 clusters Score -848555.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -848563.062500 Penalty: 2884.104736
	Iteration 34Q: 3 clusters Score -848563.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -848568.750000 Penalty: 2884.104736
	Iteration 35Q: 3 clusters Score -848568.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -848570.375000 Penalty: 2884.104736
	Iteration 36Q: 3 clusters Score -848570.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -848574.375000 Penalty: 2884.104736
	Iteration 37Q: 3 clusters Score -848574.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -848579.687500 Penalty: 2884.104736
	Iteration 38Q: 3 clusters Score -848579.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -848581.812500 Penalty: 2884.104736
	Iteration 39Q: 3 clusters Score -848581.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -848583.937500 Penalty: 2884.104736
	Iteration 40F: 3 clusters Score -848583.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -848587.937500 Penalty: 2884.104736
	Iteration 41Q: 3 clusters Score -848587.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -848595.500000 Penalty: 2884.104736
	Iteration 42Q: 3 clusters Score -848595.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -848606.812500 Penalty: 2884.104736
	Iteration 43Q: 3 clusters Score -848606.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -848615.062500 Penalty: 2884.104736
	Iteration 44Q: 3 clusters Score -848615.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -848625.250000 Penalty: 2884.104736
	Iteration 45Q: 3 clusters Score -848625.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -848637.687500 Penalty: 2884.104736
	Iteration 46Q: 3 clusters Score -848637.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -848651.625000 Penalty: 2884.104736
	Iteration 47Q: 3 clusters Score -848651.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -848664.312500 Penalty: 2884.104736
	Iteration 48Q: 3 clusters Score -848664.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -848675.375000 Penalty: 2884.104736
	Iteration 49Q: 3 clusters Score -848675.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -848686.625000 Penalty: 2884.104736
	Iteration 50Q: 3 clusters Score -848686.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -848693.000000 Penalty: 2884.104736
	Iteration 51Q: 3 clusters Score -848693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -848696.812500 Penalty: 2884.104736
	Iteration 52Q: 3 clusters Score -848696.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -848704.250000 Penalty: 2884.104736
	Iteration 53Q: 3 clusters Score -848704.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -848711.812500 Penalty: 2884.104736
	Iteration 54Q: 3 clusters Score -848711.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -848722.812500 Penalty: 2884.104736
	Iteration 55Q: 3 clusters Score -848722.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -848738.000000 Penalty: 2884.104736
	Iteration 56Q: 3 clusters Score -848738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -848754.437500 Penalty: 2884.104736
	Iteration 57Q: 3 clusters Score -848754.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -848766.375000 Penalty: 2884.104736
	Iteration 58Q: 3 clusters Score -848766.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -848774.687500 Penalty: 2884.104736
	Iteration 59Q: 3 clusters Score -848774.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -848782.875000 Penalty: 2884.104736
	Iteration 60F: 3 clusters Score -848782.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -848789.062500 Penalty: 2884.104736
	Iteration 61Q: 3 clusters Score -848789.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -848791.375000 Penalty: 2884.104736
	Iteration 62Q: 3 clusters Score -848791.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -848793.312500 Penalty: 2884.104736
	Iteration 63Q: 3 clusters Score -848793.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -848794.312500 Penalty: 2884.104736
	Iteration 64Q: 3 clusters Score -848794.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -848797.125000 Penalty: 2884.104736
	Iteration 65Q: 3 clusters Score -848797.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -848798.375000 Penalty: 2884.104736
	Iteration 66Q: 3 clusters Score -848798.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -848798.312500 Penalty: 2884.104736
	Iteration 67Q: 3 clusters Score -848798.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -848798.312500 Penalty: 2884.104736
	Iteration 68F: 3 clusters Score -848798.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -53678.867188 Penalty: 1001.196167
	Iteration 0F: 2 clusters Score -53678.87 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 235 members 
Entering Unmasked Estep 
Score: -52683.042969 Penalty: 2002.392334
	Iteration 0F: 3 clusters Score -52683.04 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -52881.726562 Penalty: 2002.392334
	Iteration 1F: 3 clusters Score -52881.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52949.816406 Penalty: 2002.392334
	Iteration 2F: 3 clusters Score -52949.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -52975.601562 Penalty: 2002.392334
	Iteration 3Q: 3 clusters Score -52975.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -52988.226562 Penalty: 2002.392334
	Iteration 4Q: 3 clusters Score -52988.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -52989.773438 Penalty: 2002.392334
	Iteration 5Q: 3 clusters Score -52989.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -52992.707031 Penalty: 2002.392334
	Iteration 6Q: 3 clusters Score -52992.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -52996.132812 Penalty: 2002.392334
	Iteration 7Q: 3 clusters Score -52996.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -53001.304688 Penalty: 2002.392334
	Iteration 8Q: 3 clusters Score -53001.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53003.804688 Penalty: 2002.392334
	Iteration 9Q: 3 clusters Score -53003.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53003.804688 Penalty: 2002.392334
	Iteration 10F: 3 clusters Score -53003.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53616 members 
Entering Unmasked Estep 
Score: -6755837.500000 Penalty: 1769.560425
	Iteration 0F: 2 clusters Score -6755838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -6719926.500000 Penalty: 3539.120850
	Iteration 0F: 3 clusters Score -6719926 nChanged 25390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -6734099.000000 Penalty: 3539.120850
	Iteration 1F: 3 clusters Score -6734099 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -6734695.500000 Penalty: 3539.120850
	Iteration 2Q: 3 clusters Score -6734696 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -6735380.500000 Penalty: 3539.120850
	Iteration 3Q: 3 clusters Score -6735380 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -6736490.500000 Penalty: 3539.120850
	Iteration 4Q: 3 clusters Score -6736490 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -6738102.500000 Penalty: 3539.120850
	Iteration 5F: 3 clusters Score -6738102 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -6740772.000000 Penalty: 3539.120850
	Iteration 6F: 3 clusters Score -6740772 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 43093 members 
Entering Unmasked Estep 
Score: -6744436.500000 Penalty: 3539.120850
	Iteration 7F: 3 clusters Score -6744436 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 47094 members 
Entering Unmasked Estep 
Score: -6748317.500000 Penalty: 3539.120850
	Iteration 8F: 3 clusters Score -6748318 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 50094 members 
Entering Unmasked Estep 
Score: -6751370.000000 Penalty: 3539.120850
	Iteration 9F: 3 clusters Score -6751370 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 51815 members 
Entering Unmasked Estep 
Score: -6753027.500000 Penalty: 3539.120850
	Iteration 10Q: 3 clusters Score -6753028 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 52602 members 
Entering Unmasked Estep 
Score: -6753832.000000 Penalty: 3539.120850
	Iteration 11Q: 3 clusters Score -6753832 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 52930 members 
Entering Unmasked Estep 
Score: -6754140.500000 Penalty: 3539.120850
	Iteration 12Q: 3 clusters Score -6754140 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 53046 members 
Entering Unmasked Estep 
Score: -6754269.000000 Penalty: 3539.120850
	Iteration 13Q: 3 clusters Score -6754269 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
Score: -6754326.000000 Penalty: 3539.120850
	Iteration 14Q: 3 clusters Score -6754326 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 53152 members 
Entering Unmasked Estep 
Score: -6754375.000000 Penalty: 3539.120850
	Iteration 15Q: 3 clusters Score -6754375 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 53171 members 
Entering Unmasked Estep 
Score: -6754397.000000 Penalty: 3539.120850
	Iteration 16Q: 3 clusters Score -6754397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 53180 members 
Entering Unmasked Estep 
Score: -6754409.000000 Penalty: 3539.120850
	Iteration 17Q: 3 clusters Score -6754409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 53192 members 
Entering Unmasked Estep 
Score: -6754422.000000 Penalty: 3539.120850
	Iteration 18Q: 3 clusters Score -6754422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 53205 members 
Entering Unmasked Estep 
Score: -6754432.500000 Penalty: 3539.120850
	Iteration 19Q: 3 clusters Score -6754432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 53212 members 
Entering Unmasked Estep 
Score: -6754433.500000 Penalty: 3539.120850
	Iteration 20F: 3 clusters Score -6754434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 53216 members 
Entering Unmasked Estep 
Score: -6754439.500000 Penalty: 3539.120850
	Iteration 21Q: 3 clusters Score -6754440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 53220 members 
Entering Unmasked Estep 
Score: -6754434.500000 Penalty: 3539.120850
	Iteration 22Q: 3 clusters Score -6754434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 53226 members 
Entering Unmasked Estep 
Score: -6754435.000000 Penalty: 3539.120850
	Iteration 23Q: 3 clusters Score -6754435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 53227 members 
Entering Unmasked Estep 
Score: -6754436.000000 Penalty: 3539.120850
	Iteration 24Q: 3 clusters Score -6754436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 53227 members 
Entering Unmasked Estep 
Score: -6754436.000000 Penalty: 3539.120850
	Iteration 25F: 3 clusters Score -6754436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Entering Unmasked Estep 
Score: -1206615.000000 Penalty: 1489.826538
	Iteration 0F: 2 clusters Score -1206615 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 4734 members 
Entering Unmasked Estep 
Score: -1199690.125000 Penalty: 2979.653076
	Iteration 0F: 3 clusters Score -1199690 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1201948.250000 Penalty: 2979.653076
	Iteration 1F: 3 clusters Score -1201948 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1202315.125000 Penalty: 2979.653076
	Iteration 2F: 3 clusters Score -1202315 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1202661.000000 Penalty: 2979.653076
	Iteration 3F: 3 clusters Score -1202661 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1202987.375000 Penalty: 2979.653076
	Iteration 4F: 3 clusters Score -1202987 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1203308.125000 Penalty: 2979.653076
	Iteration 5F: 3 clusters Score -1203308 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1203587.250000 Penalty: 2979.653076
	Iteration 6F: 3 clusters Score -1203587 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1203822.500000 Penalty: 2979.653076
	Iteration 7Q: 3 clusters Score -1203822 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1204027.500000 Penalty: 2979.653076
	Iteration 8Q: 3 clusters Score -1204028 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1204248.500000 Penalty: 2979.653076
	Iteration 9Q: 3 clusters Score -1204248 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1204453.375000 Penalty: 2979.653076
	Iteration 10Q: 3 clusters Score -1204453 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1204604.125000 Penalty: 2979.653076
	Iteration 11Q: 3 clusters Score -1204604 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1204737.250000 Penalty: 2979.653076
	Iteration 12Q: 3 clusters Score -1204737 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1204880.125000 Penalty: 2979.653076
	Iteration 13Q: 3 clusters Score -1204880 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1205016.625000 Penalty: 2979.653076
	Iteration 14Q: 3 clusters Score -1205017 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1205138.500000 Penalty: 2979.653076
	Iteration 15Q: 3 clusters Score -1205138 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1205247.625000 Penalty: 2979.653076
	Iteration 16Q: 3 clusters Score -1205248 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1205343.875000 Penalty: 2979.653076
	Iteration 17Q: 3 clusters Score -1205344 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1205414.875000 Penalty: 2979.653076
	Iteration 18Q: 3 clusters Score -1205415 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1205469.625000 Penalty: 2979.653076
	Iteration 19Q: 3 clusters Score -1205470 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1205510.500000 Penalty: 2979.653076
	Iteration 20F: 3 clusters Score -1205510 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1205541.000000 Penalty: 2979.653076
	Iteration 21Q: 3 clusters Score -1205541 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1205565.875000 Penalty: 2979.653076
	Iteration 22Q: 3 clusters Score -1205566 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1205597.000000 Penalty: 2979.653076
	Iteration 23Q: 3 clusters Score -1205597 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1205615.375000 Penalty: 2979.653076
	Iteration 24Q: 3 clusters Score -1205615 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1205629.500000 Penalty: 2979.653076
	Iteration 25Q: 3 clusters Score -1205630 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1205640.250000 Penalty: 2979.653076
	Iteration 26Q: 3 clusters Score -1205640 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1205654.250000 Penalty: 2979.653076
	Iteration 27Q: 3 clusters Score -1205654 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1205663.750000 Penalty: 2979.653076
	Iteration 28Q: 3 clusters Score -1205664 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1205677.750000 Penalty: 2979.653076
	Iteration 29Q: 3 clusters Score -1205678 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1205691.250000 Penalty: 2979.653076
	Iteration 30Q: 3 clusters Score -1205691 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1205703.000000 Penalty: 2979.653076
	Iteration 31Q: 3 clusters Score -1205703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1205709.125000 Penalty: 2979.653076
	Iteration 32Q: 3 clusters Score -1205709 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1205721.625000 Penalty: 2979.653076
	Iteration 33Q: 3 clusters Score -1205722 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1205731.875000 Penalty: 2979.653076
	Iteration 34Q: 3 clusters Score -1205732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1205744.000000 Penalty: 2979.653076
	Iteration 35Q: 3 clusters Score -1205744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1205753.000000 Penalty: 2979.653076
	Iteration 36Q: 3 clusters Score -1205753 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1205759.125000 Penalty: 2979.653076
	Iteration 37Q: 3 clusters Score -1205759 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1205768.750000 Penalty: 2979.653076
	Iteration 38Q: 3 clusters Score -1205769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1205774.375000 Penalty: 2979.653076
	Iteration 39Q: 3 clusters Score -1205774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1205776.250000 Penalty: 2979.653076
	Iteration 40F: 3 clusters Score -1205776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1205781.875000 Penalty: 2979.653076
	Iteration 41Q: 3 clusters Score -1205782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1205790.875000 Penalty: 2979.653076
	Iteration 42Q: 3 clusters Score -1205791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1205797.125000 Penalty: 2979.653076
	Iteration 43Q: 3 clusters Score -1205797 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1205812.625000 Penalty: 2979.653076
	Iteration 44Q: 3 clusters Score -1205813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1205817.375000 Penalty: 2979.653076
	Iteration 45Q: 3 clusters Score -1205817 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1205823.750000 Penalty: 2979.653076
	Iteration 46Q: 3 clusters Score -1205824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1205832.375000 Penalty: 2979.653076
	Iteration 47Q: 3 clusters Score -1205832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1205841.000000 Penalty: 2979.653076
	Iteration 48Q: 3 clusters Score -1205841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1205848.500000 Penalty: 2979.653076
	Iteration 49Q: 3 clusters Score -1205848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1205852.000000 Penalty: 2979.653076
	Iteration 50Q: 3 clusters Score -1205852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1205855.875000 Penalty: 2979.653076
	Iteration 51Q: 3 clusters Score -1205856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1205860.750000 Penalty: 2979.653076
	Iteration 52Q: 3 clusters Score -1205861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1205867.750000 Penalty: 2979.653076
	Iteration 53Q: 3 clusters Score -1205868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1205871.375000 Penalty: 2979.653076
	Iteration 54Q: 3 clusters Score -1205871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1205878.750000 Penalty: 2979.653076
	Iteration 55Q: 3 clusters Score -1205879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1205881.375000 Penalty: 2979.653076
	Iteration 56Q: 3 clusters Score -1205881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1205885.000000 Penalty: 2979.653076
	Iteration 57Q: 3 clusters Score -1205885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1205884.875000 Penalty: 2979.653076
	Iteration 58Q: 3 clusters Score -1205885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1205885.625000 Penalty: 2979.653076
	Iteration 59Q: 3 clusters Score -1205886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1205889.125000 Penalty: 2979.653076
	Iteration 60F: 3 clusters Score -1205889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1205891.375000 Penalty: 2979.653076
	Iteration 61Q: 3 clusters Score -1205891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1205892.500000 Penalty: 2979.653076
	Iteration 62Q: 3 clusters Score -1205892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1205893.250000 Penalty: 2979.653076
	Iteration 63Q: 3 clusters Score -1205893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1205893.000000 Penalty: 2979.653076
	Iteration 64Q: 3 clusters Score -1205893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1205892.375000 Penalty: 2979.653076
	Iteration 65Q: 3 clusters Score -1205892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1205896.875000 Penalty: 2979.653076
	Iteration 66Q: 3 clusters Score -1205897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1205897.250000 Penalty: 2979.653076
	Iteration 67Q: 3 clusters Score -1205897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1205899.750000 Penalty: 2979.653076
	Iteration 68Q: 3 clusters Score -1205900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1205903.625000 Penalty: 2979.653076
	Iteration 69Q: 3 clusters Score -1205904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1205902.125000 Penalty: 2979.653076
	Iteration 70Q: 3 clusters Score -1205902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1205902.625000 Penalty: 2979.653076
	Iteration 71Q: 3 clusters Score -1205903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1205902.625000 Penalty: 2979.653076
	Iteration 72F: 3 clusters Score -1205903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Entering Unmasked Estep 
Score: -649952.812500 Penalty: 1391.786499
	Iteration 0F: 2 clusters Score -649952.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -645862.812500 Penalty: 2783.572998
	Iteration 0F: 3 clusters Score -645862.8 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -646943.937500 Penalty: 2783.572998
	Iteration 1F: 3 clusters Score -646943.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -647096.625000 Penalty: 2783.572998
	Iteration 2F: 3 clusters Score -647096.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -647223.375000 Penalty: 2783.572998
	Iteration 3Q: 3 clusters Score -647223.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -647342.500000 Penalty: 2783.572998
	Iteration 4Q: 3 clusters Score -647342.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -647413.937500 Penalty: 2783.572998
	Iteration 5Q: 3 clusters Score -647413.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -647480.250000 Penalty: 2783.572998
	Iteration 6Q: 3 clusters Score -647480.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -647539.687500 Penalty: 2783.572998
	Iteration 7Q: 3 clusters Score -647539.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -647621.062500 Penalty: 2783.572998
	Iteration 8Q: 3 clusters Score -647621.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -647705.687500 Penalty: 2783.572998
	Iteration 9Q: 3 clusters Score -647705.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -647788.312500 Penalty: 2783.572998
	Iteration 10Q: 3 clusters Score -647788.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -647883.812500 Penalty: 2783.572998
	Iteration 11Q: 3 clusters Score -647883.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -647985.687500 Penalty: 2783.572998
	Iteration 12Q: 3 clusters Score -647985.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -648083.187500 Penalty: 2783.572998
	Iteration 13Q: 3 clusters Score -648083.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -648160.437500 Penalty: 2783.572998
	Iteration 14Q: 3 clusters Score -648160.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -648223.750000 Penalty: 2783.572998
	Iteration 15Q: 3 clusters Score -648223.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -648285.062500 Penalty: 2783.572998
	Iteration 16Q: 3 clusters Score -648285.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -648343.250000 Penalty: 2783.572998
	Iteration 17Q: 3 clusters Score -648343.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -648390.625000 Penalty: 2783.572998
	Iteration 18Q: 3 clusters Score -648390.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -648428.250000 Penalty: 2783.572998
	Iteration 19Q: 3 clusters Score -648428.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -648464.000000 Penalty: 2783.572998
	Iteration 20F: 3 clusters Score -648464 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -648505.687500 Penalty: 2783.572998
	Iteration 21Q: 3 clusters Score -648505.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -648535.625000 Penalty: 2783.572998
	Iteration 22Q: 3 clusters Score -648535.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -648564.312500 Penalty: 2783.572998
	Iteration 23Q: 3 clusters Score -648564.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -648588.937500 Penalty: 2783.572998
	Iteration 24Q: 3 clusters Score -648588.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -648613.500000 Penalty: 2783.572998
	Iteration 25Q: 3 clusters Score -648613.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -648638.875000 Penalty: 2783.572998
	Iteration 26Q: 3 clusters Score -648638.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -648657.375000 Penalty: 2783.572998
	Iteration 27Q: 3 clusters Score -648657.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -648674.625000 Penalty: 2783.572998
	Iteration 28Q: 3 clusters Score -648674.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -648692.062500 Penalty: 2783.572998
	Iteration 29Q: 3 clusters Score -648692.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -648707.812500 Penalty: 2783.572998
	Iteration 30Q: 3 clusters Score -648707.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -648721.812500 Penalty: 2783.572998
	Iteration 31Q: 3 clusters Score -648721.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -648728.875000 Penalty: 2783.572998
	Iteration 32Q: 3 clusters Score -648728.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -648738.750000 Penalty: 2783.572998
	Iteration 33Q: 3 clusters Score -648738.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -648740.937500 Penalty: 2783.572998
	Iteration 34Q: 3 clusters Score -648740.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -648745.812500 Penalty: 2783.572998
	Iteration 35Q: 3 clusters Score -648745.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -648749.125000 Penalty: 2783.572998
	Iteration 36Q: 3 clusters Score -648749.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -648754.000000 Penalty: 2783.572998
	Iteration 37Q: 3 clusters Score -648754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -648756.937500 Penalty: 2783.572998
	Iteration 38Q: 3 clusters Score -648756.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -648764.000000 Penalty: 2783.572998
	Iteration 39Q: 3 clusters Score -648764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -648768.000000 Penalty: 2783.572998
	Iteration 40F: 3 clusters Score -648768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -648771.687500 Penalty: 2783.572998
	Iteration 41Q: 3 clusters Score -648771.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -648775.687500 Penalty: 2783.572998
	Iteration 42Q: 3 clusters Score -648775.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -648779.312500 Penalty: 2783.572998
	Iteration 43Q: 3 clusters Score -648779.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -648780.250000 Penalty: 2783.572998
	Iteration 44Q: 3 clusters Score -648780.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -648782.062500 Penalty: 2783.572998
	Iteration 45Q: 3 clusters Score -648782.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -648783.562500 Penalty: 2783.572998
	Iteration 46Q: 3 clusters Score -648783.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -648786.437500 Penalty: 2783.572998
	Iteration 47Q: 3 clusters Score -648786.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -648787.312500 Penalty: 2783.572998
	Iteration 48Q: 3 clusters Score -648787.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -648788.437500 Penalty: 2783.572998
	Iteration 49Q: 3 clusters Score -648788.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -648791.750000 Penalty: 2783.572998
	Iteration 50Q: 3 clusters Score -648791.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -648791.750000 Penalty: 2783.572998
	Iteration 51F: 3 clusters Score -648791.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Entering Unmasked Estep 
Score: -197450.562500 Penalty: 1214.281372
	Iteration 0F: 2 clusters Score -197450.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -195519.203125 Penalty: 2428.562744
	Iteration 0F: 3 clusters Score -195519.2 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -196229.390625 Penalty: 2428.562744
	Iteration 1F: 3 clusters Score -196229.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -196730.000000 Penalty: 2428.562744
	Iteration 2F: 3 clusters Score -196730 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -197150.515625 Penalty: 2428.562744
	Iteration 3F: 3 clusters Score -197150.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -197380.390625 Penalty: 2428.562744
	Iteration 4F: 3 clusters Score -197380.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -197490.531250 Penalty: 2428.562744
	Iteration 5Q: 3 clusters Score -197490.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -197540.890625 Penalty: 2428.562744
	Iteration 6Q: 3 clusters Score -197540.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -197578.609375 Penalty: 2428.562744
	Iteration 7Q: 3 clusters Score -197578.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -197607.218750 Penalty: 2428.562744
	Iteration 8Q: 3 clusters Score -197607.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -197623.125000 Penalty: 2428.562744
	Iteration 9Q: 3 clusters Score -197623.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -197629.109375 Penalty: 2428.562744
	Iteration 10Q: 3 clusters Score -197629.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -197634.546875 Penalty: 2428.562744
	Iteration 11Q: 3 clusters Score -197634.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -197637.984375 Penalty: 2428.562744
	Iteration 12Q: 3 clusters Score -197638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -197639.546875 Penalty: 2428.562744
	Iteration 13Q: 3 clusters Score -197639.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -197640.296875 Penalty: 2428.562744
	Iteration 14Q: 3 clusters Score -197640.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -197640.296875 Penalty: 2428.562744
	Iteration 15F: 3 clusters Score -197640.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 92777 members 
Mstep: Class 3 contains 7145 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 53616 members 
Mstep: Class 6 contains 9587 members 
Mstep: Class 7 contains 5244 members 
Mstep: Class 8 contains 1248 members 
Mstep: Class 9 contains 6857 members 
Mstep: Class 10 contains 102405 members 
Mstep: Class 11 contains 9455 members 
Mstep: Class 12 contains 109556 members 
Mstep: Class 13 contains 14699 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6901 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 24974 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5911 members 
Mstep: Class 20 contains 2943 members 
Mstep: Class 21 contains 51083 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4934 members 
Mstep: Class 24 contains 9582 members 
Mstep: Class 25 contains 80250 members 
Mstep: Class 26 contains 33925 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4800 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 2913 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3859 members 
Mstep: Class 34 contains 1366 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6360 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99265 members 
Mstep: Class 42 contains 8056 members 
Mstep: Class 43 contains 22884 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106960 members 
Mstep: Class 46 contains 511 members 
Entering Unmasked Estep 
Score: -111781248.000000 Penalty: 102634.984375
Splitting cluster 8 changes total score from -111782032.000000 to -111781248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (6857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Entering Unmasked Estep 
Score: -873616.250000 Penalty: 1435.366577
	Iteration 0F: 2 clusters Score -873616.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -868477.687500 Penalty: 2870.733154
	Iteration 0F: 3 clusters Score -868477.7 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -870024.750000 Penalty: 2870.733154
	Iteration 1F: 3 clusters Score -870024.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -870216.812500 Penalty: 2870.733154
	Iteration 2F: 3 clusters Score -870216.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -870353.187500 Penalty: 2870.733154
	Iteration 3Q: 3 clusters Score -870353.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -870444.000000 Penalty: 2870.733154
	Iteration 4Q: 3 clusters Score -870444 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -870525.812500 Penalty: 2870.733154
	Iteration 5Q: 3 clusters Score -870525.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -870582.062500 Penalty: 2870.733154
	Iteration 6Q: 3 clusters Score -870582.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -870636.312500 Penalty: 2870.733154
	Iteration 7Q: 3 clusters Score -870636.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -870699.250000 Penalty: 2870.733154
	Iteration 8Q: 3 clusters Score -870699.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -870766.250000 Penalty: 2870.733154
	Iteration 9Q: 3 clusters Score -870766.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -870834.562500 Penalty: 2870.733154
	Iteration 10Q: 3 clusters Score -870834.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -870902.562500 Penalty: 2870.733154
	Iteration 11Q: 3 clusters Score -870902.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -870981.812500 Penalty: 2870.733154
	Iteration 12Q: 3 clusters Score -870981.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -871069.875000 Penalty: 2870.733154
	Iteration 13Q: 3 clusters Score -871069.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -871173.687500 Penalty: 2870.733154
	Iteration 14Q: 3 clusters Score -871173.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -871279.375000 Penalty: 2870.733154
	Iteration 15Q: 3 clusters Score -871279.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -871373.812500 Penalty: 2870.733154
	Iteration 16Q: 3 clusters Score -871373.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -871447.562500 Penalty: 2870.733154
	Iteration 17Q: 3 clusters Score -871447.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -871489.312500 Penalty: 2870.733154
	Iteration 18Q: 3 clusters Score -871489.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -871516.812500 Penalty: 2870.733154
	Iteration 19Q: 3 clusters Score -871516.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -871537.750000 Penalty: 2870.733154
	Iteration 20F: 3 clusters Score -871537.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -871557.437500 Penalty: 2870.733154
	Iteration 21Q: 3 clusters Score -871557.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -871573.062500 Penalty: 2870.733154
	Iteration 22Q: 3 clusters Score -871573.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -871590.437500 Penalty: 2870.733154
	Iteration 23Q: 3 clusters Score -871590.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -871610.187500 Penalty: 2870.733154
	Iteration 24Q: 3 clusters Score -871610.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -871621.125000 Penalty: 2870.733154
	Iteration 25Q: 3 clusters Score -871621.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -871632.062500 Penalty: 2870.733154
	Iteration 26Q: 3 clusters Score -871632.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -871639.187500 Penalty: 2870.733154
	Iteration 27Q: 3 clusters Score -871639.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -871646.562500 Penalty: 2870.733154
	Iteration 28Q: 3 clusters Score -871646.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -871654.812500 Penalty: 2870.733154
	Iteration 29Q: 3 clusters Score -871654.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -871662.312500 Penalty: 2870.733154
	Iteration 30Q: 3 clusters Score -871662.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -871668.750000 Penalty: 2870.733154
	Iteration 31Q: 3 clusters Score -871668.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -871676.187500 Penalty: 2870.733154
	Iteration 32Q: 3 clusters Score -871676.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -871680.937500 Penalty: 2870.733154
	Iteration 33Q: 3 clusters Score -871680.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -871683.250000 Penalty: 2870.733154
	Iteration 34Q: 3 clusters Score -871683.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -871688.750000 Penalty: 2870.733154
	Iteration 35Q: 3 clusters Score -871688.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -871693.812500 Penalty: 2870.733154
	Iteration 36Q: 3 clusters Score -871693.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -871699.625000 Penalty: 2870.733154
	Iteration 37Q: 3 clusters Score -871699.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -871708.187500 Penalty: 2870.733154
	Iteration 38Q: 3 clusters Score -871708.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -871720.687500 Penalty: 2870.733154
	Iteration 39Q: 3 clusters Score -871720.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -871733.812500 Penalty: 2870.733154
	Iteration 40F: 3 clusters Score -871733.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -871742.875000 Penalty: 2870.733154
	Iteration 41Q: 3 clusters Score -871742.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -871752.375000 Penalty: 2870.733154
	Iteration 42Q: 3 clusters Score -871752.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -871760.062500 Penalty: 2870.733154
	Iteration 43Q: 3 clusters Score -871760.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -871770.000000 Penalty: 2870.733154
	Iteration 44Q: 3 clusters Score -871770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -871782.125000 Penalty: 2870.733154
	Iteration 45Q: 3 clusters Score -871782.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -871789.687500 Penalty: 2870.733154
	Iteration 46Q: 3 clusters Score -871789.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -871799.375000 Penalty: 2870.733154
	Iteration 47Q: 3 clusters Score -871799.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -871812.500000 Penalty: 2870.733154
	Iteration 48Q: 3 clusters Score -871812.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -871823.687500 Penalty: 2870.733154
	Iteration 49Q: 3 clusters Score -871823.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -871832.812500 Penalty: 2870.733154
	Iteration 50Q: 3 clusters Score -871832.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -871848.500000 Penalty: 2870.733154
	Iteration 51Q: 3 clusters Score -871848.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -871860.562500 Penalty: 2870.733154
	Iteration 52Q: 3 clusters Score -871860.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -871871.125000 Penalty: 2870.733154
	Iteration 53Q: 3 clusters Score -871871.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -871884.812500 Penalty: 2870.733154
	Iteration 54Q: 3 clusters Score -871884.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -871896.062500 Penalty: 2870.733154
	Iteration 55Q: 3 clusters Score -871896.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -871906.375000 Penalty: 2870.733154
	Iteration 56Q: 3 clusters Score -871906.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -871918.812500 Penalty: 2870.733154
	Iteration 57Q: 3 clusters Score -871918.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -871938.000000 Penalty: 2870.733154
	Iteration 58Q: 3 clusters Score -871938 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -871953.500000 Penalty: 2870.733154
	Iteration 59Q: 3 clusters Score -871953.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -871973.250000 Penalty: 2870.733154
	Iteration 60F: 3 clusters Score -871973.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -871997.250000 Penalty: 2870.733154
	Iteration 61Q: 3 clusters Score -871997.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -872014.125000 Penalty: 2870.733154
	Iteration 62Q: 3 clusters Score -872014.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -872034.937500 Penalty: 2870.733154
	Iteration 63Q: 3 clusters Score -872034.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -872053.937500 Penalty: 2870.733154
	Iteration 64Q: 3 clusters Score -872053.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -872070.437500 Penalty: 2870.733154
	Iteration 65Q: 3 clusters Score -872070.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -872089.437500 Penalty: 2870.733154
	Iteration 66Q: 3 clusters Score -872089.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -872112.687500 Penalty: 2870.733154
	Iteration 67Q: 3 clusters Score -872112.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -872129.125000 Penalty: 2870.733154
	Iteration 68Q: 3 clusters Score -872129.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -872148.500000 Penalty: 2870.733154
	Iteration 69Q: 3 clusters Score -872148.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -872167.937500 Penalty: 2870.733154
	Iteration 70Q: 3 clusters Score -872167.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -872178.437500 Penalty: 2870.733154
	Iteration 71Q: 3 clusters Score -872178.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -872184.937500 Penalty: 2870.733154
	Iteration 72Q: 3 clusters Score -872184.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -872198.875000 Penalty: 2870.733154
	Iteration 73Q: 3 clusters Score -872198.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -872209.875000 Penalty: 2870.733154
	Iteration 74Q: 3 clusters Score -872209.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -872220.750000 Penalty: 2870.733154
	Iteration 75Q: 3 clusters Score -872220.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -872230.062500 Penalty: 2870.733154
	Iteration 76Q: 3 clusters Score -872230.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -872240.500000 Penalty: 2870.733154
	Iteration 77Q: 3 clusters Score -872240.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -872249.312500 Penalty: 2870.733154
	Iteration 78Q: 3 clusters Score -872249.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -872258.125000 Penalty: 2870.733154
	Iteration 79Q: 3 clusters Score -872258.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -872262.625000 Penalty: 2870.733154
	Iteration 80F: 3 clusters Score -872262.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -872264.812500 Penalty: 2870.733154
	Iteration 81Q: 3 clusters Score -872264.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -872269.375000 Penalty: 2870.733154
	Iteration 82Q: 3 clusters Score -872269.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -872274.687500 Penalty: 2870.733154
	Iteration 83Q: 3 clusters Score -872274.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -872275.687500 Penalty: 2870.733154
	Iteration 84Q: 3 clusters Score -872275.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -872278.312500 Penalty: 2870.733154
	Iteration 85Q: 3 clusters Score -872278.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -872281.687500 Penalty: 2870.733154
	Iteration 86Q: 3 clusters Score -872281.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -872282.812500 Penalty: 2870.733154
	Iteration 87Q: 3 clusters Score -872282.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -872285.375000 Penalty: 2870.733154
	Iteration 88Q: 3 clusters Score -872285.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -872287.875000 Penalty: 2870.733154
	Iteration 89Q: 3 clusters Score -872287.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -872289.187500 Penalty: 2870.733154
	Iteration 90Q: 3 clusters Score -872289.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -872291.375000 Penalty: 2870.733154
	Iteration 91Q: 3 clusters Score -872291.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -872293.687500 Penalty: 2870.733154
	Iteration 92Q: 3 clusters Score -872293.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -872297.250000 Penalty: 2870.733154
	Iteration 93Q: 3 clusters Score -872297.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -872302.312500 Penalty: 2870.733154
	Iteration 94Q: 3 clusters Score -872302.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -872308.312500 Penalty: 2870.733154
	Iteration 95Q: 3 clusters Score -872308.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -872314.125000 Penalty: 2870.733154
	Iteration 96Q: 3 clusters Score -872314.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -872314.875000 Penalty: 2870.733154
	Iteration 97Q: 3 clusters Score -872314.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -872316.750000 Penalty: 2870.733154
	Iteration 98Q: 3 clusters Score -872316.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -872317.625000 Penalty: 2870.733154
	Iteration 99Q: 3 clusters Score -872317.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -872321.937500 Penalty: 2870.733154
	Iteration 100F: 3 clusters Score -872321.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -872323.187500 Penalty: 2870.733154
	Iteration 101Q: 3 clusters Score -872323.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -872328.187500 Penalty: 2870.733154
	Iteration 102Q: 3 clusters Score -872328.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -872329.500000 Penalty: 2870.733154
	Iteration 103Q: 3 clusters Score -872329.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -872333.000000 Penalty: 2870.733154
	Iteration 104Q: 3 clusters Score -872333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -872336.375000 Penalty: 2870.733154
	Iteration 105Q: 3 clusters Score -872336.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -872339.562500 Penalty: 2870.733154
	Iteration 106Q: 3 clusters Score -872339.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -872341.562500 Penalty: 2870.733154
	Iteration 107Q: 3 clusters Score -872341.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -872343.187500 Penalty: 2870.733154
	Iteration 108Q: 3 clusters Score -872343.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -872347.312500 Penalty: 2870.733154
	Iteration 109Q: 3 clusters Score -872347.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -872348.187500 Penalty: 2870.733154
	Iteration 110Q: 3 clusters Score -872348.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -872350.437500 Penalty: 2870.733154
	Iteration 111Q: 3 clusters Score -872350.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -872350.937500 Penalty: 2870.733154
	Iteration 112Q: 3 clusters Score -872350.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -872352.375000 Penalty: 2870.733154
	Iteration 113Q: 3 clusters Score -872352.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -872352.375000 Penalty: 2870.733154
	Iteration 114Q: 3 clusters Score -872352.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -872353.062500 Penalty: 2870.733154
	Iteration 115Q: 3 clusters Score -872353.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -872356.625000 Penalty: 2870.733154
	Iteration 116Q: 3 clusters Score -872356.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -872356.937500 Penalty: 2870.733154
	Iteration 117Q: 3 clusters Score -872356.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -872356.937500 Penalty: 2870.733154
	Iteration 118F: 3 clusters Score -872356.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (102405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102405 members 
Entering Unmasked Estep 
Score: -12837770.000000 Penalty: 1874.712280
	Iteration 0F: 2 clusters Score -1.283777e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 51053 members 
Entering Unmasked Estep 
Score: -12771157.000000 Penalty: 3749.424561
	Iteration 0F: 3 clusters Score -1.277116e+07 nChanged 48988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52284 members 
Mstep: Class 2 contains 50121 members 
Entering Unmasked Estep 
Score: -12799831.000000 Penalty: 3749.424561
	Iteration 1F: 3 clusters Score -1.279983e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52886 members 
Mstep: Class 2 contains 49519 members 
Entering Unmasked Estep 
Score: -12800978.000000 Penalty: 3749.424561
	Iteration 2Q: 3 clusters Score -1.280098e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53679 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
Score: -12802564.000000 Penalty: 3749.424561
	Iteration 3Q: 3 clusters Score -1.280256e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54684 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -12804929.000000 Penalty: 3749.424561
	Iteration 4Q: 3 clusters Score -1.280493e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55639 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -12808480.000000 Penalty: 3749.424561
	Iteration 5F: 3 clusters Score -1.280848e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56271 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -12813403.000000 Penalty: 3749.424561
	Iteration 6F: 3 clusters Score -1.28134e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56317 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -12819139.000000 Penalty: 3749.424561
	Iteration 7F: 3 clusters Score -1.281914e+07 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55894 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -12824062.000000 Penalty: 3749.424561
	Iteration 8F: 3 clusters Score -1.282406e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55385 members 
Mstep: Class 2 contains 47020 members 
Entering Unmasked Estep 
Score: -12826459.000000 Penalty: 3749.424561
	Iteration 9F: 3 clusters Score -1.282646e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54886 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -12827493.000000 Penalty: 3749.424561
	Iteration 10Q: 3 clusters Score -1.282749e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54539 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -12828127.000000 Penalty: 3749.424561
	Iteration 11Q: 3 clusters Score -1.282813e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
Score: -12828593.000000 Penalty: 3749.424561
	Iteration 12Q: 3 clusters Score -1.282859e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54109 members 
Mstep: Class 2 contains 48296 members 
Entering Unmasked Estep 
Score: -12829020.000000 Penalty: 3749.424561
	Iteration 13Q: 3 clusters Score -1.282902e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53973 members 
Mstep: Class 2 contains 48432 members 
Entering Unmasked Estep 
Score: -12829286.000000 Penalty: 3749.424561
	Iteration 14Q: 3 clusters Score -1.282929e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53856 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -12829558.000000 Penalty: 3749.424561
	Iteration 15Q: 3 clusters Score -1.282956e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 48670 members 
Entering Unmasked Estep 
Score: -12829882.000000 Penalty: 3749.424561
	Iteration 16Q: 3 clusters Score -1.282988e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53655 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
Score: -12830118.000000 Penalty: 3749.424561
	Iteration 17Q: 3 clusters Score -1.283012e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53599 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -12830214.000000 Penalty: 3749.424561
	Iteration 18Q: 3 clusters Score -1.283021e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53562 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
Score: -12830274.000000 Penalty: 3749.424561
	Iteration 19Q: 3 clusters Score -1.283027e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53525 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -12830363.000000 Penalty: 3749.424561
	Iteration 20F: 3 clusters Score -1.283036e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53536 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -12830398.000000 Penalty: 3749.424561
	Iteration 21Q: 3 clusters Score -1.28304e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53553 members 
Mstep: Class 2 contains 48852 members 
Entering Unmasked Estep 
Score: -12830435.000000 Penalty: 3749.424561
	Iteration 22Q: 3 clusters Score -1.283044e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53584 members 
Mstep: Class 2 contains 48821 members 
Entering Unmasked Estep 
Score: -12830464.000000 Penalty: 3749.424561
	Iteration 23Q: 3 clusters Score -1.283046e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -12830513.000000 Penalty: 3749.424561
	Iteration 24Q: 3 clusters Score -1.283051e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53699 members 
Mstep: Class 2 contains 48706 members 
Entering Unmasked Estep 
Score: -12830510.000000 Penalty: 3749.424561
	Iteration 25Q: 3 clusters Score -1.283051e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53740 members 
Mstep: Class 2 contains 48665 members 
Entering Unmasked Estep 
Score: -12830504.000000 Penalty: 3749.424561
	Iteration 26Q: 3 clusters Score -1.28305e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53799 members 
Mstep: Class 2 contains 48606 members 
Entering Unmasked Estep 
Score: -12830560.000000 Penalty: 3749.424561
	Iteration 27Q: 3 clusters Score -1.283056e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53827 members 
Mstep: Class 2 contains 48578 members 
Entering Unmasked Estep 
Score: -12830541.000000 Penalty: 3749.424561
	Iteration 28Q: 3 clusters Score -1.283054e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53878 members 
Mstep: Class 2 contains 48527 members 
Entering Unmasked Estep 
Score: -12830528.000000 Penalty: 3749.424561
	Iteration 29Q: 3 clusters Score -1.283053e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53933 members 
Mstep: Class 2 contains 48472 members 
Entering Unmasked Estep 
Score: -12830533.000000 Penalty: 3749.424561
	Iteration 30Q: 3 clusters Score -1.283053e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53978 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -12830559.000000 Penalty: 3749.424561
	Iteration 31Q: 3 clusters Score -1.283056e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54020 members 
Mstep: Class 2 contains 48385 members 
Entering Unmasked Estep 
Score: -12830550.000000 Penalty: 3749.424561
	Iteration 32Q: 3 clusters Score -1.283055e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -12830553.000000 Penalty: 3749.424561
	Iteration 33Q: 3 clusters Score -1.283055e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54102 members 
Mstep: Class 2 contains 48303 members 
Entering Unmasked Estep 
Score: -12830560.000000 Penalty: 3749.424561
	Iteration 34Q: 3 clusters Score -1.283056e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54142 members 
Mstep: Class 2 contains 48263 members 
Entering Unmasked Estep 
Score: -12830546.000000 Penalty: 3749.424561
	Iteration 35Q: 3 clusters Score -1.283055e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54180 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
Score: -12830558.000000 Penalty: 3749.424561
	Iteration 36Q: 3 clusters Score -1.283056e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54224 members 
Mstep: Class 2 contains 48181 members 
Entering Unmasked Estep 
Score: -12830568.000000 Penalty: 3749.424561
	Iteration 37Q: 3 clusters Score -1.283057e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54256 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -12830571.000000 Penalty: 3749.424561
	Iteration 38Q: 3 clusters Score -1.283057e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54297 members 
Mstep: Class 2 contains 48108 members 
Entering Unmasked Estep 
Score: -12830561.000000 Penalty: 3749.424561
	Iteration 39Q: 3 clusters Score -1.283056e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54342 members 
Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
Score: -12830560.000000 Penalty: 3749.424561
	Iteration 40F: 3 clusters Score -1.283056e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54402 members 
Mstep: Class 2 contains 48003 members 
Entering Unmasked Estep 
Score: -12830581.000000 Penalty: 3749.424561
	Iteration 41Q: 3 clusters Score -1.283058e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54461 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -12830573.000000 Penalty: 3749.424561
	Iteration 42Q: 3 clusters Score -1.283057e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54535 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -12830576.000000 Penalty: 3749.424561
	Iteration 43Q: 3 clusters Score -1.283058e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54597 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -12830568.000000 Penalty: 3749.424561
	Iteration 44Q: 3 clusters Score -1.283057e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54659 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -12830578.000000 Penalty: 3749.424561
	Iteration 45Q: 3 clusters Score -1.283058e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54709 members 
Mstep: Class 2 contains 47696 members 
Entering Unmasked Estep 
Score: -12830588.000000 Penalty: 3749.424561
	Iteration 46Q: 3 clusters Score -1.283059e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54761 members 
Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
Score: -12830601.000000 Penalty: 3749.424561
	Iteration 47Q: 3 clusters Score -1.28306e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54806 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -12830604.000000 Penalty: 3749.424561
	Iteration 48Q: 3 clusters Score -1.28306e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54841 members 
Mstep: Class 2 contains 47564 members 
Entering Unmasked Estep 
Score: -12830590.000000 Penalty: 3749.424561
	Iteration 49Q: 3 clusters Score -1.283059e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 47518 members 
Entering Unmasked Estep 
Score: -12830596.000000 Penalty: 3749.424561
	Iteration 50Q: 3 clusters Score -1.28306e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54932 members 
Mstep: Class 2 contains 47473 members 
Entering Unmasked Estep 
Score: -12830617.000000 Penalty: 3749.424561
	Iteration 51Q: 3 clusters Score -1.283062e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54962 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -12830609.000000 Penalty: 3749.424561
	Iteration 52Q: 3 clusters Score -1.283061e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54995 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -12830599.000000 Penalty: 3749.424561
	Iteration 53Q: 3 clusters Score -1.28306e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55025 members 
Mstep: Class 2 contains 47380 members 
Entering Unmasked Estep 
Score: -12830601.000000 Penalty: 3749.424561
	Iteration 54Q: 3 clusters Score -1.28306e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55061 members 
Mstep: Class 2 contains 47344 members 
Entering Unmasked Estep 
Score: -12830612.000000 Penalty: 3749.424561
	Iteration 55Q: 3 clusters Score -1.283061e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55095 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -12830609.000000 Penalty: 3749.424561
	Iteration 56Q: 3 clusters Score -1.283061e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55136 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -12830608.000000 Penalty: 3749.424561
	Iteration 57Q: 3 clusters Score -1.283061e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55167 members 
Mstep: Class 2 contains 47238 members 
Entering Unmasked Estep 
Score: -12830595.000000 Penalty: 3749.424561
	Iteration 58Q: 3 clusters Score -1.28306e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55198 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -12830610.000000 Penalty: 3749.424561
	Iteration 59Q: 3 clusters Score -1.283061e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55217 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -12830611.000000 Penalty: 3749.424561
	Iteration 60F: 3 clusters Score -1.283061e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55240 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -12830613.000000 Penalty: 3749.424561
	Iteration 61Q: 3 clusters Score -1.283061e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 47136 members 
Entering Unmasked Estep 
Score: -12830602.000000 Penalty: 3749.424561
	Iteration 62Q: 3 clusters Score -1.28306e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55297 members 
Mstep: Class 2 contains 47108 members 
Entering Unmasked Estep 
Score: -12830609.000000 Penalty: 3749.424561
	Iteration 63Q: 3 clusters Score -1.283061e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -12830628.000000 Penalty: 3749.424561
	Iteration 64Q: 3 clusters Score -1.283063e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55336 members 
Mstep: Class 2 contains 47069 members 
Entering Unmasked Estep 
Score: -12830625.000000 Penalty: 3749.424561
	Iteration 65Q: 3 clusters Score -1.283062e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55347 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -12830613.000000 Penalty: 3749.424561
	Iteration 66Q: 3 clusters Score -1.283061e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55359 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -12830616.000000 Penalty: 3749.424561
	Iteration 67Q: 3 clusters Score -1.283062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55365 members 
Mstep: Class 2 contains 47040 members 
Entering Unmasked Estep 
Score: -12830624.000000 Penalty: 3749.424561
	Iteration 68Q: 3 clusters Score -1.283062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55373 members 
Mstep: Class 2 contains 47032 members 
Entering Unmasked Estep 
Score: -12830625.000000 Penalty: 3749.424561
	Iteration 69Q: 3 clusters Score -1.283062e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55379 members 
Mstep: Class 2 contains 47026 members 
Entering Unmasked Estep 
Score: -12830618.000000 Penalty: 3749.424561
	Iteration 70Q: 3 clusters Score -1.283062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55386 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -12830616.000000 Penalty: 3749.424561
	Iteration 71Q: 3 clusters Score -1.283062e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55398 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -12830620.000000 Penalty: 3749.424561
	Iteration 72Q: 3 clusters Score -1.283062e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55415 members 
Mstep: Class 2 contains 46990 members 
Entering Unmasked Estep 
Score: -12830619.000000 Penalty: 3749.424561
	Iteration 73Q: 3 clusters Score -1.283062e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55430 members 
Mstep: Class 2 contains 46975 members 
Entering Unmasked Estep 
Score: -12830620.000000 Penalty: 3749.424561
	Iteration 74Q: 3 clusters Score -1.283062e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55445 members 
Mstep: Class 2 contains 46960 members 
Entering Unmasked Estep 
Score: -12830616.000000 Penalty: 3749.424561
	Iteration 75Q: 3 clusters Score -1.283062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55454 members 
Mstep: Class 2 contains 46951 members 
Entering Unmasked Estep 
Score: -12830617.000000 Penalty: 3749.424561
	Iteration 76Q: 3 clusters Score -1.283062e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55472 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -12830620.000000 Penalty: 3749.424561
	Iteration 77Q: 3 clusters Score -1.283062e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55485 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -12830611.000000 Penalty: 3749.424561
	Iteration 78Q: 3 clusters Score -1.283061e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55494 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -12830602.000000 Penalty: 3749.424561
	Iteration 79Q: 3 clusters Score -1.28306e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55509 members 
Mstep: Class 2 contains 46896 members 
Entering Unmasked Estep 
Score: -12830618.000000 Penalty: 3749.424561
	Iteration 80F: 3 clusters Score -1.283062e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55527 members 
Mstep: Class 2 contains 46878 members 
Entering Unmasked Estep 
Score: -12830612.000000 Penalty: 3749.424561
	Iteration 81Q: 3 clusters Score -1.283061e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55541 members 
Mstep: Class 2 contains 46864 members 
Entering Unmasked Estep 
Score: -12830605.000000 Penalty: 3749.424561
	Iteration 82Q: 3 clusters Score -1.28306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -12830597.000000 Penalty: 3749.424561
	Iteration 83Q: 3 clusters Score -1.28306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55548 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -12830600.000000 Penalty: 3749.424561
	Iteration 84Q: 3 clusters Score -1.28306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55553 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -12830594.000000 Penalty: 3749.424561
	Iteration 85Q: 3 clusters Score -1.283059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55562 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
Score: -12830593.000000 Penalty: 3749.424561
	Iteration 86Q: 3 clusters Score -1.283059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55571 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -12830613.000000 Penalty: 3749.424561
	Iteration 87Q: 3 clusters Score -1.283061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55580 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -12830603.000000 Penalty: 3749.424561
	Iteration 88Q: 3 clusters Score -1.28306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55588 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -12830591.000000 Penalty: 3749.424561
	Iteration 89Q: 3 clusters Score -1.283059e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55601 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -12830611.000000 Penalty: 3749.424561
	Iteration 90Q: 3 clusters Score -1.283061e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55613 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -12830617.000000 Penalty: 3749.424561
	Iteration 91Q: 3 clusters Score -1.283062e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55626 members 
Mstep: Class 2 contains 46779 members 
Entering Unmasked Estep 
Score: -12830623.000000 Penalty: 3749.424561
	Iteration 92Q: 3 clusters Score -1.283062e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55638 members 
Mstep: Class 2 contains 46767 members 
Entering Unmasked Estep 
Score: -12830607.000000 Penalty: 3749.424561
	Iteration 93Q: 3 clusters Score -1.283061e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55648 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -12830610.000000 Penalty: 3749.424561
	Iteration 94Q: 3 clusters Score -1.283061e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55658 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -12830616.000000 Penalty: 3749.424561
	Iteration 95Q: 3 clusters Score -1.283062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55663 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -12830611.000000 Penalty: 3749.424561
	Iteration 96Q: 3 clusters Score -1.283061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55669 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -12830612.000000 Penalty: 3749.424561
	Iteration 97Q: 3 clusters Score -1.283061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55674 members 
Mstep: Class 2 contains 46731 members 
Entering Unmasked Estep 
Score: -12830621.000000 Penalty: 3749.424561
	Iteration 98Q: 3 clusters Score -1.283062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -12830615.000000 Penalty: 3749.424561
	Iteration 99Q: 3 clusters Score -1.283062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55684 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -12830614.000000 Penalty: 3749.424561
	Iteration 100F: 3 clusters Score -1.283061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55688 members 
Mstep: Class 2 contains 46717 members 
Entering Unmasked Estep 
Score: -12830614.000000 Penalty: 3749.424561
	Iteration 101Q: 3 clusters Score -1.283061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -12830614.000000 Penalty: 3749.424561
	Iteration 102Q: 3 clusters Score -1.283061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55696 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -12830615.000000 Penalty: 3749.424561
	Iteration 103Q: 3 clusters Score -1.283062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55698 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -12830610.000000 Penalty: 3749.424561
	Iteration 104Q: 3 clusters Score -1.283061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55699 members 
Mstep: Class 2 contains 46706 members 
Entering Unmasked Estep 
Score: -12830616.000000 Penalty: 3749.424561
	Iteration 105Q: 3 clusters Score -1.283062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
Score: -12830621.000000 Penalty: 3749.424561
	Iteration 106Q: 3 clusters Score -1.283062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55705 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -12830622.000000 Penalty: 3749.424561
	Iteration 107Q: 3 clusters Score -1.283062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55710 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -12830622.000000 Penalty: 3749.424561
	Iteration 108Q: 3 clusters Score -1.283062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 46689 members 
Entering Unmasked Estep 
Score: -12830618.000000 Penalty: 3749.424561
	Iteration 109Q: 3 clusters Score -1.283062e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55726 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -12830603.000000 Penalty: 3749.424561
	Iteration 110Q: 3 clusters Score -1.28306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55735 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -12830598.000000 Penalty: 3749.424561
	Iteration 111Q: 3 clusters Score -1.28306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55741 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -12830601.000000 Penalty: 3749.424561
	Iteration 112Q: 3 clusters Score -1.28306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55749 members 
Mstep: Class 2 contains 46656 members 
Entering Unmasked Estep 
Score: -12830609.000000 Penalty: 3749.424561
	Iteration 113Q: 3 clusters Score -1.283061e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55758 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -12830611.000000 Penalty: 3749.424561
	Iteration 114Q: 3 clusters Score -1.283061e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55773 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
Score: -12830630.000000 Penalty: 3749.424561
	Iteration 115Q: 3 clusters Score -1.283063e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -12830619.000000 Penalty: 3749.424561
	Iteration 116Q: 3 clusters Score -1.283062e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55812 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -12830618.000000 Penalty: 3749.424561
	Iteration 117Q: 3 clusters Score -1.283062e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55825 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
Score: -12830623.000000 Penalty: 3749.424561
	Iteration 118Q: 3 clusters Score -1.283062e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55842 members 
Mstep: Class 2 contains 46563 members 
Entering Unmasked Estep 
Score: -12830635.000000 Penalty: 3749.424561
	Iteration 119Q: 3 clusters Score -1.283064e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55858 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -12830643.000000 Penalty: 3749.424561
	Iteration 120F: 3 clusters Score -1.283064e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 46540 members 
Entering Unmasked Estep 
Score: -12830629.000000 Penalty: 3749.424561
	Iteration 121Q: 3 clusters Score -1.283063e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 46530 members 
Entering Unmasked Estep 
Score: -12830640.000000 Penalty: 3749.424561
	Iteration 122Q: 3 clusters Score -1.283064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55880 members 
Mstep: Class 2 contains 46525 members 
Entering Unmasked Estep 
Score: -12830636.000000 Penalty: 3749.424561
	Iteration 123Q: 3 clusters Score -1.283064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 46519 members 
Entering Unmasked Estep 
Score: -12830637.000000 Penalty: 3749.424561
	Iteration 124Q: 3 clusters Score -1.283064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55893 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
Score: -12830645.000000 Penalty: 3749.424561
	Iteration 125Q: 3 clusters Score -1.283064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55895 members 
Mstep: Class 2 contains 46510 members 
Entering Unmasked Estep 
Score: -12830633.000000 Penalty: 3749.424561
	Iteration 126Q: 3 clusters Score -1.283063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55900 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
Score: -12830631.000000 Penalty: 3749.424561
	Iteration 127Q: 3 clusters Score -1.283063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -12830629.000000 Penalty: 3749.424561
	Iteration 128Q: 3 clusters Score -1.283063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55905 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -12830640.000000 Penalty: 3749.424561
	Iteration 129Q: 3 clusters Score -1.283064e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55916 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -12830636.000000 Penalty: 3749.424561
	Iteration 130Q: 3 clusters Score -1.283064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55925 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -12830646.000000 Penalty: 3749.424561
	Iteration 131Q: 3 clusters Score -1.283065e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55936 members 
Mstep: Class 2 contains 46469 members 
Entering Unmasked Estep 
Score: -12830643.000000 Penalty: 3749.424561
	Iteration 132Q: 3 clusters Score -1.283064e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55950 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
Score: -12830640.000000 Penalty: 3749.424561
	Iteration 133Q: 3 clusters Score -1.283064e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -12830645.000000 Penalty: 3749.424561
	Iteration 134Q: 3 clusters Score -1.283064e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55965 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
Score: -12830631.000000 Penalty: 3749.424561
	Iteration 135Q: 3 clusters Score -1.283063e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55975 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -12830638.000000 Penalty: 3749.424561
	Iteration 136Q: 3 clusters Score -1.283064e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55989 members 
Mstep: Class 2 contains 46416 members 
Entering Unmasked Estep 
Score: -12830644.000000 Penalty: 3749.424561
	Iteration 137Q: 3 clusters Score -1.283064e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56003 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -12830650.000000 Penalty: 3749.424561
	Iteration 138Q: 3 clusters Score -1.283065e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56020 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -12830644.000000 Penalty: 3749.424561
	Iteration 139Q: 3 clusters Score -1.283064e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56039 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -12830646.000000 Penalty: 3749.424561
	Iteration 140F: 3 clusters Score -1.283065e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56061 members 
Mstep: Class 2 contains 46344 members 
Entering Unmasked Estep 
Score: -12830645.000000 Penalty: 3749.424561
	Iteration 141Q: 3 clusters Score -1.283064e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56091 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -12830621.000000 Penalty: 3749.424561
	Iteration 142Q: 3 clusters Score -1.283062e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56124 members 
Mstep: Class 2 contains 46281 members 
Entering Unmasked Estep 
Score: -12830623.000000 Penalty: 3749.424561
	Iteration 143Q: 3 clusters Score -1.283062e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56162 members 
Mstep: Class 2 contains 46243 members 
Entering Unmasked Estep 
Score: -12830653.000000 Penalty: 3749.424561
	Iteration 144Q: 3 clusters Score -1.283065e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56193 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -12830651.000000 Penalty: 3749.424561
	Iteration 145Q: 3 clusters Score -1.283065e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -12830651.000000 Penalty: 3749.424561
	Iteration 146Q: 3 clusters Score -1.283065e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56253 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -12830654.000000 Penalty: 3749.424561
	Iteration 147Q: 3 clusters Score -1.283065e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56271 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -12830670.000000 Penalty: 3749.424561
	Iteration 148Q: 3 clusters Score -1.283067e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56296 members 
Mstep: Class 2 contains 46109 members 
Entering Unmasked Estep 
Score: -12830643.000000 Penalty: 3749.424561
	Iteration 149Q: 3 clusters Score -1.283064e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56325 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -12830654.000000 Penalty: 3749.424561
	Iteration 150Q: 3 clusters Score -1.283065e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56356 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -12830647.000000 Penalty: 3749.424561
	Iteration 151Q: 3 clusters Score -1.283065e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56392 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -12830637.000000 Penalty: 3749.424561
	Iteration 152Q: 3 clusters Score -1.283064e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56428 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -12830646.000000 Penalty: 3749.424561
	Iteration 153Q: 3 clusters Score -1.283065e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56459 members 
Mstep: Class 2 contains 45946 members 
Entering Unmasked Estep 
Score: -12830655.000000 Penalty: 3749.424561
	Iteration 154Q: 3 clusters Score -1.283066e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56492 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -12830664.000000 Penalty: 3749.424561
	Iteration 155Q: 3 clusters Score -1.283066e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Mstep: Class 2 contains 45879 members 
Entering Unmasked Estep 
Score: -12830673.000000 Penalty: 3749.424561
	Iteration 156Q: 3 clusters Score -1.283067e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56568 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -12830676.000000 Penalty: 3749.424561
	Iteration 157Q: 3 clusters Score -1.283068e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56610 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -12830697.000000 Penalty: 3749.424561
	Iteration 158Q: 3 clusters Score -1.28307e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56655 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -12830668.000000 Penalty: 3749.424561
	Iteration 159Q: 3 clusters Score -1.283067e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56701 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -12830674.000000 Penalty: 3749.424561
	Iteration 160F: 3 clusters Score -1.283067e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56759 members 
Mstep: Class 2 contains 45646 members 
Entering Unmasked Estep 
Score: -12830672.000000 Penalty: 3749.424561
	Iteration 161Q: 3 clusters Score -1.283067e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56814 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -12830671.000000 Penalty: 3749.424561
	Iteration 162Q: 3 clusters Score -1.283067e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56880 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -12830665.000000 Penalty: 3749.424561
	Iteration 163Q: 3 clusters Score -1.283066e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56935 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -12830664.000000 Penalty: 3749.424561
	Iteration 164Q: 3 clusters Score -1.283066e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56989 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -12830670.000000 Penalty: 3749.424561
	Iteration 165Q: 3 clusters Score -1.283067e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57040 members 
Mstep: Class 2 contains 45365 members 
Entering Unmasked Estep 
Score: -12830679.000000 Penalty: 3749.424561
	Iteration 166Q: 3 clusters Score -1.283068e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57089 members 
Mstep: Class 2 contains 45316 members 
Entering Unmasked Estep 
Score: -12830673.000000 Penalty: 3749.424561
	Iteration 167Q: 3 clusters Score -1.283067e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57129 members 
Mstep: Class 2 contains 45276 members 
Entering Unmasked Estep 
Score: -12830662.000000 Penalty: 3749.424561
	Iteration 168Q: 3 clusters Score -1.283066e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57164 members 
Mstep: Class 2 contains 45241 members 
Entering Unmasked Estep 
Score: -12830670.000000 Penalty: 3749.424561
	Iteration 169Q: 3 clusters Score -1.283067e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57195 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -12830674.000000 Penalty: 3749.424561
	Iteration 170Q: 3 clusters Score -1.283067e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57219 members 
Mstep: Class 2 contains 45186 members 
Entering Unmasked Estep 
Score: -12830680.000000 Penalty: 3749.424561
	Iteration 171Q: 3 clusters Score -1.283068e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57248 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -12830675.000000 Penalty: 3749.424561
	Iteration 172Q: 3 clusters Score -1.283068e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57269 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -12830671.000000 Penalty: 3749.424561
	Iteration 173Q: 3 clusters Score -1.283067e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57289 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -12830664.000000 Penalty: 3749.424561
	Iteration 174Q: 3 clusters Score -1.283066e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57304 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -12830664.000000 Penalty: 3749.424561
	Iteration 175Q: 3 clusters Score -1.283066e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57328 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -12830653.000000 Penalty: 3749.424561
	Iteration 176Q: 3 clusters Score -1.283065e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57345 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -12830663.000000 Penalty: 3749.424561
	Iteration 177Q: 3 clusters Score -1.283066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57353 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -12830662.000000 Penalty: 3749.424561
	Iteration 178Q: 3 clusters Score -1.283066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57359 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -12830657.000000 Penalty: 3749.424561
	Iteration 179Q: 3 clusters Score -1.283066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57363 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -12830660.000000 Penalty: 3749.424561
	Iteration 180F: 3 clusters Score -1.283066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57369 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -12830658.000000 Penalty: 3749.424561
	Iteration 181Q: 3 clusters Score -1.283066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57374 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -12830655.000000 Penalty: 3749.424561
	Iteration 182Q: 3 clusters Score -1.283066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57382 members 
Mstep: Class 2 contains 45023 members 
Entering Unmasked Estep 
Score: -12830656.000000 Penalty: 3749.424561
	Iteration 183Q: 3 clusters Score -1.283066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57391 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -12830662.000000 Penalty: 3749.424561
	Iteration 184Q: 3 clusters Score -1.283066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57398 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -12830661.000000 Penalty: 3749.424561
	Iteration 185Q: 3 clusters Score -1.283066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57405 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -12830674.000000 Penalty: 3749.424561
	Iteration 186Q: 3 clusters Score -1.283067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57408 members 
Mstep: Class 2 contains 44997 members 
Entering Unmasked Estep 
Score: -12830667.000000 Penalty: 3749.424561
	Iteration 187Q: 3 clusters Score -1.283067e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57414 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -12830682.000000 Penalty: 3749.424561
	Iteration 188Q: 3 clusters Score -1.283068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57420 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -12830673.000000 Penalty: 3749.424561
	Iteration 189Q: 3 clusters Score -1.283067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57427 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -12830669.000000 Penalty: 3749.424561
	Iteration 190Q: 3 clusters Score -1.283067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57434 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -12830667.000000 Penalty: 3749.424561
	Iteration 191Q: 3 clusters Score -1.283067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57439 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -12830670.000000 Penalty: 3749.424561
	Iteration 192Q: 3 clusters Score -1.283067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57444 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -12830681.000000 Penalty: 3749.424561
	Iteration 193Q: 3 clusters Score -1.283068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57451 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -12830685.000000 Penalty: 3749.424561
	Iteration 194Q: 3 clusters Score -1.283068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57461 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -12830695.000000 Penalty: 3749.424561
	Iteration 195Q: 3 clusters Score -1.28307e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57479 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -12830689.000000 Penalty: 3749.424561
	Iteration 196Q: 3 clusters Score -1.283069e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57493 members 
Mstep: Class 2 contains 44912 members 
Entering Unmasked Estep 
Score: -12830699.000000 Penalty: 3749.424561
	Iteration 197Q: 3 clusters Score -1.28307e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57507 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -12830692.000000 Penalty: 3749.424561
	Iteration 198Q: 3 clusters Score -1.283069e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57524 members 
Mstep: Class 2 contains 44881 members 
Entering Unmasked Estep 
Score: -12830686.000000 Penalty: 3749.424561
	Iteration 199Q: 3 clusters Score -1.283069e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57543 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -12830684.000000 Penalty: 3749.424561
	Iteration 200F: 3 clusters Score -1.283068e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57556 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -12830680.000000 Penalty: 3749.424561
	Iteration 201Q: 3 clusters Score -1.283068e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57569 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -12830682.000000 Penalty: 3749.424561
	Iteration 202Q: 3 clusters Score -1.283068e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57576 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -12830690.000000 Penalty: 3749.424561
	Iteration 203Q: 3 clusters Score -1.283069e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57591 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -12830686.000000 Penalty: 3749.424561
	Iteration 204Q: 3 clusters Score -1.283069e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57603 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -12830691.000000 Penalty: 3749.424561
	Iteration 205Q: 3 clusters Score -1.283069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57610 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -12830702.000000 Penalty: 3749.424561
	Iteration 206Q: 3 clusters Score -1.28307e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57618 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -12830685.000000 Penalty: 3749.424561
	Iteration 207Q: 3 clusters Score -1.283068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57621 members 
Mstep: Class 2 contains 44784 members 
Entering Unmasked Estep 
Score: -12830687.000000 Penalty: 3749.424561
	Iteration 208Q: 3 clusters Score -1.283069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57623 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -12830691.000000 Penalty: 3749.424561
	Iteration 209Q: 3 clusters Score -1.283069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57627 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
Score: -12830686.000000 Penalty: 3749.424561
	Iteration 210Q: 3 clusters Score -1.283069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57632 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -12830684.000000 Penalty: 3749.424561
	Iteration 211Q: 3 clusters Score -1.283068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57637 members 
Mstep: Class 2 contains 44768 members 
Entering Unmasked Estep 
Score: -12830676.000000 Penalty: 3749.424561
	Iteration 212Q: 3 clusters Score -1.283068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57641 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -12830682.000000 Penalty: 3749.424561
	Iteration 213Q: 3 clusters Score -1.283068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57643 members 
Mstep: Class 2 contains 44762 members 
Entering Unmasked Estep 
Score: -12830684.000000 Penalty: 3749.424561
	Iteration 214Q: 3 clusters Score -1.283068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57644 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -12830684.000000 Penalty: 3749.424561
	Iteration 215Q: 3 clusters Score -1.283068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57646 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -12830683.000000 Penalty: 3749.424561
	Iteration 216Q: 3 clusters Score -1.283068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57648 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -12830680.000000 Penalty: 3749.424561
	Iteration 217Q: 3 clusters Score -1.283068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57649 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -12830681.000000 Penalty: 3749.424561
	Iteration 218Q: 3 clusters Score -1.283068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57649 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -12830687.000000 Penalty: 3749.424561
	Iteration 219Q: 3 clusters Score -1.283069e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57649 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -12830687.000000 Penalty: 3749.424561
	Iteration 220F: 3 clusters Score -1.283069e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Entering Unmasked Estep 
Score: -1179912.875000 Penalty: 1487.573608
	Iteration 0F: 2 clusters Score -1179913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1173099.375000 Penalty: 2975.147217
	Iteration 0F: 3 clusters Score -1173099 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1175352.625000 Penalty: 2975.147217
	Iteration 1F: 3 clusters Score -1175353 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1175688.250000 Penalty: 2975.147217
	Iteration 2F: 3 clusters Score -1175688 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1175996.375000 Penalty: 2975.147217
	Iteration 3F: 3 clusters Score -1175996 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1176427.750000 Penalty: 2975.147217
	Iteration 4F: 3 clusters Score -1176428 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1177017.375000 Penalty: 2975.147217
	Iteration 5F: 3 clusters Score -1177017 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1177624.000000 Penalty: 2975.147217
	Iteration 6F: 3 clusters Score -1177624 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1178164.250000 Penalty: 2975.147217
	Iteration 7F: 3 clusters Score -1178164 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1178556.250000 Penalty: 2975.147217
	Iteration 8F: 3 clusters Score -1178556 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1178768.375000 Penalty: 2975.147217
	Iteration 9Q: 3 clusters Score -1178768 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1178880.750000 Penalty: 2975.147217
	Iteration 10Q: 3 clusters Score -1178881 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1178948.125000 Penalty: 2975.147217
	Iteration 11Q: 3 clusters Score -1178948 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1178984.125000 Penalty: 2975.147217
	Iteration 12Q: 3 clusters Score -1178984 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1179011.625000 Penalty: 2975.147217
	Iteration 13Q: 3 clusters Score -1179012 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1179029.875000 Penalty: 2975.147217
	Iteration 14Q: 3 clusters Score -1179030 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1179048.500000 Penalty: 2975.147217
	Iteration 15Q: 3 clusters Score -1179048 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1179064.875000 Penalty: 2975.147217
	Iteration 16Q: 3 clusters Score -1179065 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1179079.125000 Penalty: 2975.147217
	Iteration 17Q: 3 clusters Score -1179079 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1179092.000000 Penalty: 2975.147217
	Iteration 18Q: 3 clusters Score -1179092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1179100.125000 Penalty: 2975.147217
	Iteration 19Q: 3 clusters Score -1179100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1179113.750000 Penalty: 2975.147217
	Iteration 20F: 3 clusters Score -1179114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1179127.500000 Penalty: 2975.147217
	Iteration 21Q: 3 clusters Score -1179128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1179137.625000 Penalty: 2975.147217
	Iteration 22Q: 3 clusters Score -1179138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1179144.000000 Penalty: 2975.147217
	Iteration 23Q: 3 clusters Score -1179144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1179149.750000 Penalty: 2975.147217
	Iteration 24Q: 3 clusters Score -1179150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1179153.500000 Penalty: 2975.147217
	Iteration 25Q: 3 clusters Score -1179154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1179164.500000 Penalty: 2975.147217
	Iteration 26Q: 3 clusters Score -1179164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1179169.750000 Penalty: 2975.147217
	Iteration 27Q: 3 clusters Score -1179170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1179168.125000 Penalty: 2975.147217
	Iteration 28Q: 3 clusters Score -1179168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1179169.875000 Penalty: 2975.147217
	Iteration 29Q: 3 clusters Score -1179170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1179173.000000 Penalty: 2975.147217
	Iteration 30Q: 3 clusters Score -1179173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1179172.250000 Penalty: 2975.147217
	Iteration 31Q: 3 clusters Score -1179172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1179172.625000 Penalty: 2975.147217
	Iteration 32Q: 3 clusters Score -1179173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1179172.625000 Penalty: 2975.147217
	Iteration 33F: 3 clusters Score -1179173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (109556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109556 members 
Entering Unmasked Estep 
Score: -13736633.000000 Penalty: 1885.681030
	Iteration 0F: 2 clusters Score -1.373663e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 54848 members 
Entering Unmasked Estep 
Score: -13666175.000000 Penalty: 3771.362061
	Iteration 0F: 3 clusters Score -1.366618e+07 nChanged 52544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51706 members 
Mstep: Class 2 contains 57850 members 
Entering Unmasked Estep 
Score: -13697624.000000 Penalty: 3771.362061
	Iteration 1F: 3 clusters Score -1.369762e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49947 members 
Mstep: Class 2 contains 59609 members 
Entering Unmasked Estep 
Score: -13699063.000000 Penalty: 3771.362061
	Iteration 2Q: 3 clusters Score -1.369906e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47429 members 
Mstep: Class 2 contains 62127 members 
Entering Unmasked Estep 
Score: -13701690.000000 Penalty: 3771.362061
	Iteration 3F: 3 clusters Score -1.370169e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Mstep: Class 2 contains 65420 members 
Entering Unmasked Estep 
Score: -13706137.000000 Penalty: 3771.362061
	Iteration 4F: 3 clusters Score -1.370614e+07 nChanged 8310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 69266 members 
Entering Unmasked Estep 
Score: -13712526.000000 Penalty: 3771.362061
	Iteration 5F: 3 clusters Score -1.371253e+07 nChanged 8615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 72913 members 
Entering Unmasked Estep 
Score: -13719771.000000 Penalty: 3771.362061
	Iteration 6F: 3 clusters Score -1.371977e+07 nChanged 7392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 75253 members 
Entering Unmasked Estep 
Score: -13725609.000000 Penalty: 3771.362061
	Iteration 7F: 3 clusters Score -1.372561e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 76259 members 
Entering Unmasked Estep 
Score: -13728255.000000 Penalty: 3771.362061
	Iteration 8Q: 3 clusters Score -1.372826e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 76749 members 
Entering Unmasked Estep 
Score: -13729241.000000 Penalty: 3771.362061
	Iteration 9Q: 3 clusters Score -1.372924e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 77061 members 
Entering Unmasked Estep 
Score: -13729642.000000 Penalty: 3771.362061
	Iteration 10Q: 3 clusters Score -1.372964e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 77263 members 
Entering Unmasked Estep 
Score: -13729902.000000 Penalty: 3771.362061
	Iteration 11Q: 3 clusters Score -1.37299e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 77424 members 
Entering Unmasked Estep 
Score: -13730119.000000 Penalty: 3771.362061
	Iteration 12Q: 3 clusters Score -1.373012e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 77521 members 
Entering Unmasked Estep 
Score: -13730227.000000 Penalty: 3771.362061
	Iteration 13Q: 3 clusters Score -1.373023e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 77550 members 
Entering Unmasked Estep 
Score: -13730410.000000 Penalty: 3771.362061
	Iteration 14Q: 3 clusters Score -1.373041e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 77581 members 
Entering Unmasked Estep 
Score: -13730513.000000 Penalty: 3771.362061
	Iteration 15Q: 3 clusters Score -1.373051e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 77537 members 
Entering Unmasked Estep 
Score: -13730564.000000 Penalty: 3771.362061
	Iteration 16Q: 3 clusters Score -1.373056e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 77468 members 
Entering Unmasked Estep 
Score: -13730602.000000 Penalty: 3771.362061
	Iteration 17Q: 3 clusters Score -1.37306e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 77381 members 
Entering Unmasked Estep 
Score: -13730631.000000 Penalty: 3771.362061
	Iteration 18Q: 3 clusters Score -1.373063e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 77295 members 
Entering Unmasked Estep 
Score: -13730690.000000 Penalty: 3771.362061
	Iteration 19Q: 3 clusters Score -1.373069e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 77197 members 
Entering Unmasked Estep 
Score: -13730681.000000 Penalty: 3771.362061
	Iteration 20F: 3 clusters Score -1.373068e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 77075 members 
Entering Unmasked Estep 
Score: -13730665.000000 Penalty: 3771.362061
	Iteration 21Q: 3 clusters Score -1.373066e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 76946 members 
Entering Unmasked Estep 
Score: -13730652.000000 Penalty: 3771.362061
	Iteration 22Q: 3 clusters Score -1.373065e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 76786 members 
Entering Unmasked Estep 
Score: -13730640.000000 Penalty: 3771.362061
	Iteration 23Q: 3 clusters Score -1.373064e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 76646 members 
Entering Unmasked Estep 
Score: -13730619.000000 Penalty: 3771.362061
	Iteration 24Q: 3 clusters Score -1.373062e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 76495 members 
Entering Unmasked Estep 
Score: -13730638.000000 Penalty: 3771.362061
	Iteration 25Q: 3 clusters Score -1.373064e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 76326 members 
Entering Unmasked Estep 
Score: -13730638.000000 Penalty: 3771.362061
	Iteration 26Q: 3 clusters Score -1.373064e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 76187 members 
Entering Unmasked Estep 
Score: -13730662.000000 Penalty: 3771.362061
	Iteration 27Q: 3 clusters Score -1.373066e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 76059 members 
Entering Unmasked Estep 
Score: -13730649.000000 Penalty: 3771.362061
	Iteration 28Q: 3 clusters Score -1.373065e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 75940 members 
Entering Unmasked Estep 
Score: -13730644.000000 Penalty: 3771.362061
	Iteration 29Q: 3 clusters Score -1.373064e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 75814 members 
Entering Unmasked Estep 
Score: -13730636.000000 Penalty: 3771.362061
	Iteration 30Q: 3 clusters Score -1.373064e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 75672 members 
Entering Unmasked Estep 
Score: -13730626.000000 Penalty: 3771.362061
	Iteration 31Q: 3 clusters Score -1.373063e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 75513 members 
Entering Unmasked Estep 
Score: -13730593.000000 Penalty: 3771.362061
	Iteration 32Q: 3 clusters Score -1.373059e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 75343 members 
Entering Unmasked Estep 
Score: -13730595.000000 Penalty: 3771.362061
	Iteration 33Q: 3 clusters Score -1.37306e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 75150 members 
Entering Unmasked Estep 
Score: -13730567.000000 Penalty: 3771.362061
	Iteration 34Q: 3 clusters Score -1.373057e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 74940 members 
Entering Unmasked Estep 
Score: -13730573.000000 Penalty: 3771.362061
	Iteration 35Q: 3 clusters Score -1.373057e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 74739 members 
Entering Unmasked Estep 
Score: -13730557.000000 Penalty: 3771.362061
	Iteration 36Q: 3 clusters Score -1.373056e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 74522 members 
Entering Unmasked Estep 
Score: -13730551.000000 Penalty: 3771.362061
	Iteration 37Q: 3 clusters Score -1.373055e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 74305 members 
Entering Unmasked Estep 
Score: -13730560.000000 Penalty: 3771.362061
	Iteration 38Q: 3 clusters Score -1.373056e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 74096 members 
Entering Unmasked Estep 
Score: -13730552.000000 Penalty: 3771.362061
	Iteration 39Q: 3 clusters Score -1.373055e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 73874 members 
Entering Unmasked Estep 
Score: -13730524.000000 Penalty: 3771.362061
	Iteration 40F: 3 clusters Score -1.373052e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 73646 members 
Entering Unmasked Estep 
Score: -13730502.000000 Penalty: 3771.362061
	Iteration 41Q: 3 clusters Score -1.37305e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 73418 members 
Entering Unmasked Estep 
Score: -13730523.000000 Penalty: 3771.362061
	Iteration 42Q: 3 clusters Score -1.373052e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 73170 members 
Entering Unmasked Estep 
Score: -13730479.000000 Penalty: 3771.362061
	Iteration 43Q: 3 clusters Score -1.373048e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 72910 members 
Entering Unmasked Estep 
Score: -13730462.000000 Penalty: 3771.362061
	Iteration 44Q: 3 clusters Score -1.373046e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 72637 members 
Entering Unmasked Estep 
Score: -13730397.000000 Penalty: 3771.362061
	Iteration 45Q: 3 clusters Score -1.37304e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 72366 members 
Entering Unmasked Estep 
Score: -13730387.000000 Penalty: 3771.362061
	Iteration 46Q: 3 clusters Score -1.373039e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 72066 members 
Entering Unmasked Estep 
Score: -13730357.000000 Penalty: 3771.362061
	Iteration 47Q: 3 clusters Score -1.373036e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 71778 members 
Entering Unmasked Estep 
Score: -13730349.000000 Penalty: 3771.362061
	Iteration 48Q: 3 clusters Score -1.373035e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 71481 members 
Entering Unmasked Estep 
Score: -13730346.000000 Penalty: 3771.362061
	Iteration 49Q: 3 clusters Score -1.373035e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 71180 members 
Entering Unmasked Estep 
Score: -13730314.000000 Penalty: 3771.362061
	Iteration 50Q: 3 clusters Score -1.373031e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 70825 members 
Entering Unmasked Estep 
Score: -13730328.000000 Penalty: 3771.362061
	Iteration 51Q: 3 clusters Score -1.373033e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 70474 members 
Entering Unmasked Estep 
Score: -13730306.000000 Penalty: 3771.362061
	Iteration 52Q: 3 clusters Score -1.373031e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 70138 members 
Entering Unmasked Estep 
Score: -13730271.000000 Penalty: 3771.362061
	Iteration 53Q: 3 clusters Score -1.373027e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 69762 members 
Entering Unmasked Estep 
Score: -13730285.000000 Penalty: 3771.362061
	Iteration 54Q: 3 clusters Score -1.373028e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 69364 members 
Entering Unmasked Estep 
Score: -13730215.000000 Penalty: 3771.362061
	Iteration 55Q: 3 clusters Score -1.373022e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 68964 members 
Entering Unmasked Estep 
Score: -13730232.000000 Penalty: 3771.362061
	Iteration 56Q: 3 clusters Score -1.373023e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 68581 members 
Entering Unmasked Estep 
Score: -13730221.000000 Penalty: 3771.362061
	Iteration 57Q: 3 clusters Score -1.373022e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 68151 members 
Entering Unmasked Estep 
Score: -13730188.000000 Penalty: 3771.362061
	Iteration 58Q: 3 clusters Score -1.373019e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 67719 members 
Entering Unmasked Estep 
Score: -13730169.000000 Penalty: 3771.362061
	Iteration 59Q: 3 clusters Score -1.373017e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 67283 members 
Entering Unmasked Estep 
Score: -13730104.000000 Penalty: 3771.362061
	Iteration 60F: 3 clusters Score -1.37301e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 66839 members 
Entering Unmasked Estep 
Score: -13730060.000000 Penalty: 3771.362061
	Iteration 61Q: 3 clusters Score -1.373006e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 66411 members 
Entering Unmasked Estep 
Score: -13730051.000000 Penalty: 3771.362061
	Iteration 62Q: 3 clusters Score -1.373005e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 65988 members 
Entering Unmasked Estep 
Score: -13730025.000000 Penalty: 3771.362061
	Iteration 63Q: 3 clusters Score -1.373002e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 65560 members 
Entering Unmasked Estep 
Score: -13729983.000000 Penalty: 3771.362061
	Iteration 64Q: 3 clusters Score -1.372998e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 65071 members 
Entering Unmasked Estep 
Score: -13729984.000000 Penalty: 3771.362061
	Iteration 65Q: 3 clusters Score -1.372998e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 64560 members 
Entering Unmasked Estep 
Score: -13729946.000000 Penalty: 3771.362061
	Iteration 66Q: 3 clusters Score -1.372995e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 63998 members 
Entering Unmasked Estep 
Score: -13729894.000000 Penalty: 3771.362061
	Iteration 67Q: 3 clusters Score -1.372989e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 63379 members 
Entering Unmasked Estep 
Score: -13729874.000000 Penalty: 3771.362061
	Iteration 68Q: 3 clusters Score -1.372987e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 62705 members 
Entering Unmasked Estep 
Score: -13729854.000000 Penalty: 3771.362061
	Iteration 69Q: 3 clusters Score -1.372985e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 61913 members 
Entering Unmasked Estep 
Score: -13729815.000000 Penalty: 3771.362061
	Iteration 70Q: 3 clusters Score -1.372982e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 61049 members 
Entering Unmasked Estep 
Score: -13729806.000000 Penalty: 3771.362061
	Iteration 71Q: 3 clusters Score -1.372981e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49441 members 
Mstep: Class 2 contains 60115 members 
Entering Unmasked Estep 
Score: -13729811.000000 Penalty: 3771.362061
	Iteration 72Q: 3 clusters Score -1.372981e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50474 members 
Mstep: Class 2 contains 59082 members 
Entering Unmasked Estep 
Score: -13729840.000000 Penalty: 3771.362061
	Iteration 73Q: 3 clusters Score -1.372984e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51532 members 
Mstep: Class 2 contains 58024 members 
Entering Unmasked Estep 
Score: -13729854.000000 Penalty: 3771.362061
	Iteration 74Q: 3 clusters Score -1.372985e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 56940 members 
Entering Unmasked Estep 
Score: -13729813.000000 Penalty: 3771.362061
	Iteration 75Q: 3 clusters Score -1.372981e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53662 members 
Mstep: Class 2 contains 55894 members 
Entering Unmasked Estep 
Score: -13729864.000000 Penalty: 3771.362061
	Iteration 76Q: 3 clusters Score -1.372986e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54746 members 
Mstep: Class 2 contains 54810 members 
Entering Unmasked Estep 
Score: -13729912.000000 Penalty: 3771.362061
	Iteration 77Q: 3 clusters Score -1.372991e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55872 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
Score: -13729843.000000 Penalty: 3771.362061
	Iteration 78Q: 3 clusters Score -1.372984e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56966 members 
Mstep: Class 2 contains 52590 members 
Entering Unmasked Estep 
Score: -13729815.000000 Penalty: 3771.362061
	Iteration 79Q: 3 clusters Score -1.372982e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58111 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -13729810.000000 Penalty: 3771.362061
	Iteration 80F: 3 clusters Score -1.372981e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59286 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
Score: -13729873.000000 Penalty: 3771.362061
	Iteration 81Q: 3 clusters Score -1.372987e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60444 members 
Mstep: Class 2 contains 49112 members 
Entering Unmasked Estep 
Score: -13729912.000000 Penalty: 3771.362061
	Iteration 82Q: 3 clusters Score -1.372991e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61609 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -13729973.000000 Penalty: 3771.362061
	Iteration 83Q: 3 clusters Score -1.372997e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62703 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -13729983.000000 Penalty: 3771.362061
	Iteration 84Q: 3 clusters Score -1.372998e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63785 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -13730019.000000 Penalty: 3771.362061
	Iteration 85Q: 3 clusters Score -1.373002e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64886 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -13730071.000000 Penalty: 3771.362061
	Iteration 86Q: 3 clusters Score -1.373007e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65932 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -13730104.000000 Penalty: 3771.362061
	Iteration 87Q: 3 clusters Score -1.37301e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66983 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -13730140.000000 Penalty: 3771.362061
	Iteration 88Q: 3 clusters Score -1.373014e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68073 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -13730198.000000 Penalty: 3771.362061
	Iteration 89Q: 3 clusters Score -1.37302e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69127 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -13730179.000000 Penalty: 3771.362061
	Iteration 90Q: 3 clusters Score -1.373018e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70182 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -13730194.000000 Penalty: 3771.362061
	Iteration 91Q: 3 clusters Score -1.373019e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71212 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -13730166.000000 Penalty: 3771.362061
	Iteration 92Q: 3 clusters Score -1.373017e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72258 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -13730204.000000 Penalty: 3771.362061
	Iteration 93Q: 3 clusters Score -1.37302e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73345 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -13730279.000000 Penalty: 3771.362061
	Iteration 94Q: 3 clusters Score -1.373028e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74401 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -13730385.000000 Penalty: 3771.362061
	Iteration 95Q: 3 clusters Score -1.373038e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75431 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
Score: -13730481.000000 Penalty: 3771.362061
	Iteration 96Q: 3 clusters Score -1.373048e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76451 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -13730487.000000 Penalty: 3771.362061
	Iteration 97Q: 3 clusters Score -1.373049e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77487 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -13730553.000000 Penalty: 3771.362061
	Iteration 98Q: 3 clusters Score -1.373055e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78492 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -13730616.000000 Penalty: 3771.362061
	Iteration 99Q: 3 clusters Score -1.373062e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79565 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -13730682.000000 Penalty: 3771.362061
	Iteration 100F: 3 clusters Score -1.373068e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80650 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -13730813.000000 Penalty: 3771.362061
	Iteration 101Q: 3 clusters Score -1.373081e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81789 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -13730940.000000 Penalty: 3771.362061
	Iteration 102Q: 3 clusters Score -1.373094e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82960 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -13731040.000000 Penalty: 3771.362061
	Iteration 103Q: 3 clusters Score -1.373104e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84144 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -13731197.000000 Penalty: 3771.362061
	Iteration 104Q: 3 clusters Score -1.37312e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85266 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -13731402.000000 Penalty: 3771.362061
	Iteration 105Q: 3 clusters Score -1.37314e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86471 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -13731626.000000 Penalty: 3771.362061
	Iteration 106Q: 3 clusters Score -1.373163e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87684 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -13731872.000000 Penalty: 3771.362061
	Iteration 107Q: 3 clusters Score -1.373187e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88946 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -13732099.000000 Penalty: 3771.362061
	Iteration 108Q: 3 clusters Score -1.37321e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90227 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -13732377.000000 Penalty: 3771.362061
	Iteration 109Q: 3 clusters Score -1.373238e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91496 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -13732728.000000 Penalty: 3771.362061
	Iteration 110Q: 3 clusters Score -1.373273e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92685 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -13733035.000000 Penalty: 3771.362061
	Iteration 111Q: 3 clusters Score -1.373304e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93763 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -13733343.000000 Penalty: 3771.362061
	Iteration 112Q: 3 clusters Score -1.373334e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94759 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -13733681.000000 Penalty: 3771.362061
	Iteration 113Q: 3 clusters Score -1.373368e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95704 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -13733859.000000 Penalty: 3771.362061
	Iteration 114Q: 3 clusters Score -1.373386e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96560 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -13734138.000000 Penalty: 3771.362061
	Iteration 115Q: 3 clusters Score -1.373414e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97330 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -13734302.000000 Penalty: 3771.362061
	Iteration 116Q: 3 clusters Score -1.37343e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98030 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -13734477.000000 Penalty: 3771.362061
	Iteration 117Q: 3 clusters Score -1.373448e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98712 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -13734581.000000 Penalty: 3771.362061
	Iteration 118Q: 3 clusters Score -1.373458e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99362 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -13734667.000000 Penalty: 3771.362061
	Iteration 119Q: 3 clusters Score -1.373467e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99976 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -13734802.000000 Penalty: 3771.362061
	Iteration 120F: 3 clusters Score -1.37348e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100550 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -13734878.000000 Penalty: 3771.362061
	Iteration 121Q: 3 clusters Score -1.373488e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101065 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -13734984.000000 Penalty: 3771.362061
	Iteration 122Q: 3 clusters Score -1.373498e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101556 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -13735068.000000 Penalty: 3771.362061
	Iteration 123Q: 3 clusters Score -1.373507e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102004 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -13735117.000000 Penalty: 3771.362061
	Iteration 124Q: 3 clusters Score -1.373512e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102393 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -13735163.000000 Penalty: 3771.362061
	Iteration 125Q: 3 clusters Score -1.373516e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102752 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -13735162.000000 Penalty: 3771.362061
	Iteration 126Q: 3 clusters Score -1.373516e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103075 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -13735196.000000 Penalty: 3771.362061
	Iteration 127Q: 3 clusters Score -1.37352e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103359 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -13735200.000000 Penalty: 3771.362061
	Iteration 128Q: 3 clusters Score -1.37352e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103601 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -13735255.000000 Penalty: 3771.362061
	Iteration 129Q: 3 clusters Score -1.373526e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103827 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -13735279.000000 Penalty: 3771.362061
	Iteration 130Q: 3 clusters Score -1.373528e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104042 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -13735317.000000 Penalty: 3771.362061
	Iteration 131Q: 3 clusters Score -1.373532e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104232 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -13735320.000000 Penalty: 3771.362061
	Iteration 132Q: 3 clusters Score -1.373532e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104395 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -13735341.000000 Penalty: 3771.362061
	Iteration 133Q: 3 clusters Score -1.373534e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104544 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -13735380.000000 Penalty: 3771.362061
	Iteration 134Q: 3 clusters Score -1.373538e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104680 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -13735355.000000 Penalty: 3771.362061
	Iteration 135Q: 3 clusters Score -1.373536e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104811 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -13735372.000000 Penalty: 3771.362061
	Iteration 136Q: 3 clusters Score -1.373537e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104918 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -13735384.000000 Penalty: 3771.362061
	Iteration 137Q: 3 clusters Score -1.373538e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105027 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -13735391.000000 Penalty: 3771.362061
	Iteration 138Q: 3 clusters Score -1.373539e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105144 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -13735397.000000 Penalty: 3771.362061
	Iteration 139Q: 3 clusters Score -1.37354e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105263 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -13735414.000000 Penalty: 3771.362061
	Iteration 140F: 3 clusters Score -1.373541e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105362 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -13735453.000000 Penalty: 3771.362061
	Iteration 141Q: 3 clusters Score -1.373545e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105453 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -13735444.000000 Penalty: 3771.362061
	Iteration 142Q: 3 clusters Score -1.373544e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105530 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -13735436.000000 Penalty: 3771.362061
	Iteration 143Q: 3 clusters Score -1.373544e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105620 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -13735442.000000 Penalty: 3771.362061
	Iteration 144Q: 3 clusters Score -1.373544e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105716 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -13735466.000000 Penalty: 3771.362061
	Iteration 145Q: 3 clusters Score -1.373547e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105807 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -13735516.000000 Penalty: 3771.362061
	Iteration 146Q: 3 clusters Score -1.373552e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105882 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -13735531.000000 Penalty: 3771.362061
	Iteration 147Q: 3 clusters Score -1.373553e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105966 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -13735535.000000 Penalty: 3771.362061
	Iteration 148Q: 3 clusters Score -1.373554e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106037 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -13735543.000000 Penalty: 3771.362061
	Iteration 149Q: 3 clusters Score -1.373554e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106099 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -13735562.000000 Penalty: 3771.362061
	Iteration 150Q: 3 clusters Score -1.373556e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106170 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -13735557.000000 Penalty: 3771.362061
	Iteration 151Q: 3 clusters Score -1.373556e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106235 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -13735556.000000 Penalty: 3771.362061
	Iteration 152Q: 3 clusters Score -1.373556e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106282 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -13735555.000000 Penalty: 3771.362061
	Iteration 153Q: 3 clusters Score -1.373556e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106324 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -13735535.000000 Penalty: 3771.362061
	Iteration 154Q: 3 clusters Score -1.373554e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106360 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -13735537.000000 Penalty: 3771.362061
	Iteration 155Q: 3 clusters Score -1.373554e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106388 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -13735547.000000 Penalty: 3771.362061
	Iteration 156Q: 3 clusters Score -1.373555e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106419 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -13735560.000000 Penalty: 3771.362061
	Iteration 157Q: 3 clusters Score -1.373556e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106455 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -13735564.000000 Penalty: 3771.362061
	Iteration 158Q: 3 clusters Score -1.373556e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106484 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -13735569.000000 Penalty: 3771.362061
	Iteration 159Q: 3 clusters Score -1.373557e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106501 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -13735576.000000 Penalty: 3771.362061
	Iteration 160F: 3 clusters Score -1.373558e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106523 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -13735571.000000 Penalty: 3771.362061
	Iteration 161Q: 3 clusters Score -1.373557e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106553 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -13735579.000000 Penalty: 3771.362061
	Iteration 162Q: 3 clusters Score -1.373558e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106591 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -13735561.000000 Penalty: 3771.362061
	Iteration 163Q: 3 clusters Score -1.373556e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106625 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -13735553.000000 Penalty: 3771.362061
	Iteration 164Q: 3 clusters Score -1.373555e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106653 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -13735559.000000 Penalty: 3771.362061
	Iteration 165Q: 3 clusters Score -1.373556e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106677 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -13735568.000000 Penalty: 3771.362061
	Iteration 166Q: 3 clusters Score -1.373557e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106692 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -13735554.000000 Penalty: 3771.362061
	Iteration 167Q: 3 clusters Score -1.373555e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106703 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -13735555.000000 Penalty: 3771.362061
	Iteration 168Q: 3 clusters Score -1.373556e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106719 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -13735547.000000 Penalty: 3771.362061
	Iteration 169Q: 3 clusters Score -1.373555e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106733 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -13735545.000000 Penalty: 3771.362061
	Iteration 170Q: 3 clusters Score -1.373554e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106745 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -13735555.000000 Penalty: 3771.362061
	Iteration 171Q: 3 clusters Score -1.373556e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106755 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -13735539.000000 Penalty: 3771.362061
	Iteration 172Q: 3 clusters Score -1.373554e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106763 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -13735548.000000 Penalty: 3771.362061
	Iteration 173Q: 3 clusters Score -1.373555e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106779 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -13735546.000000 Penalty: 3771.362061
	Iteration 174Q: 3 clusters Score -1.373555e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106783 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -13735551.000000 Penalty: 3771.362061
	Iteration 175Q: 3 clusters Score -1.373555e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106784 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -13735555.000000 Penalty: 3771.362061
	Iteration 176Q: 3 clusters Score -1.373556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106788 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -13735557.000000 Penalty: 3771.362061
	Iteration 177Q: 3 clusters Score -1.373556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106793 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -13735551.000000 Penalty: 3771.362061
	Iteration 178Q: 3 clusters Score -1.373555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106793 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -13735551.000000 Penalty: 3771.362061
	Iteration 179Q: 3 clusters Score -1.373555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106795 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -13735553.000000 Penalty: 3771.362061
	Iteration 180F: 3 clusters Score -1.373555e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Entering Unmasked Estep 
Score: -1829836.500000 Penalty: 1559.274292
	Iteration 0F: 2 clusters Score -1829836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1819723.625000 Penalty: 3118.548584
	Iteration 0F: 3 clusters Score -1819724 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1823401.375000 Penalty: 3118.548584
	Iteration 1F: 3 clusters Score -1823401 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1824036.125000 Penalty: 3118.548584
	Iteration 2F: 3 clusters Score -1824036 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1824843.750000 Penalty: 3118.548584
	Iteration 3F: 3 clusters Score -1824844 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1825563.000000 Penalty: 3118.548584
	Iteration 4F: 3 clusters Score -1825563 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1826219.375000 Penalty: 3118.548584
	Iteration 5F: 3 clusters Score -1826219 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1826831.500000 Penalty: 3118.548584
	Iteration 6F: 3 clusters Score -1826832 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1827461.125000 Penalty: 3118.548584
	Iteration 7F: 3 clusters Score -1827461 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1828036.875000 Penalty: 3118.548584
	Iteration 8F: 3 clusters Score -1828037 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1828468.750000 Penalty: 3118.548584
	Iteration 9Q: 3 clusters Score -1828469 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1828805.375000 Penalty: 3118.548584
	Iteration 10Q: 3 clusters Score -1828805 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1829036.875000 Penalty: 3118.548584
	Iteration 11Q: 3 clusters Score -1829037 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1829191.000000 Penalty: 3118.548584
	Iteration 12Q: 3 clusters Score -1829191 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1829312.875000 Penalty: 3118.548584
	Iteration 13Q: 3 clusters Score -1829313 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1829386.875000 Penalty: 3118.548584
	Iteration 14Q: 3 clusters Score -1829387 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1829442.625000 Penalty: 3118.548584
	Iteration 15Q: 3 clusters Score -1829443 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1829471.000000 Penalty: 3118.548584
	Iteration 16Q: 3 clusters Score -1829471 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1829494.375000 Penalty: 3118.548584
	Iteration 17Q: 3 clusters Score -1829494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1829509.500000 Penalty: 3118.548584
	Iteration 18Q: 3 clusters Score -1829510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1829520.125000 Penalty: 3118.548584
	Iteration 19Q: 3 clusters Score -1829520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1829527.875000 Penalty: 3118.548584
	Iteration 20F: 3 clusters Score -1829528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1829532.250000 Penalty: 3118.548584
	Iteration 21Q: 3 clusters Score -1829532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1829544.250000 Penalty: 3118.548584
	Iteration 22Q: 3 clusters Score -1829544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1829549.500000 Penalty: 3118.548584
	Iteration 23Q: 3 clusters Score -1829550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1829549.000000 Penalty: 3118.548584
	Iteration 24Q: 3 clusters Score -1829549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1829557.625000 Penalty: 3118.548584
	Iteration 25Q: 3 clusters Score -1829558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1829559.750000 Penalty: 3118.548584
	Iteration 26Q: 3 clusters Score -1829560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1829562.625000 Penalty: 3118.548584
	Iteration 27Q: 3 clusters Score -1829563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1829564.625000 Penalty: 3118.548584
	Iteration 28Q: 3 clusters Score -1829565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1829567.750000 Penalty: 3118.548584
	Iteration 29Q: 3 clusters Score -1829568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1829567.625000 Penalty: 3118.548584
	Iteration 30Q: 3 clusters Score -1829568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1829567.625000 Penalty: 3118.548584
	Iteration 31F: 3 clusters Score -1829568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -45929.027344 Penalty: 983.081726
	Iteration 0F: 2 clusters Score -45929.03 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 215 members 
Entering Unmasked Estep 
Score: -44954.945312 Penalty: 1966.163452
	Iteration 0F: 3 clusters Score -44954.95 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45144.285156 Penalty: 1966.163452
	Iteration 1F: 3 clusters Score -45144.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45195.355469 Penalty: 1966.163452
	Iteration 2F: 3 clusters Score -45195.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45237.250000 Penalty: 1966.163452
	Iteration 3Q: 3 clusters Score -45237.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45259.093750 Penalty: 1966.163452
	Iteration 4Q: 3 clusters Score -45259.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45262.816406 Penalty: 1966.163452
	Iteration 5Q: 3 clusters Score -45262.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45264.656250 Penalty: 1966.163452
	Iteration 6Q: 3 clusters Score -45264.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45266.101562 Penalty: 1966.163452
	Iteration 7Q: 3 clusters Score -45266.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45267.660156 Penalty: 1966.163452
	Iteration 8Q: 3 clusters Score -45267.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45270.007812 Penalty: 1966.163452
	Iteration 9Q: 3 clusters Score -45270.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45277.890625 Penalty: 1966.163452
	Iteration 10Q: 3 clusters Score -45277.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45283.531250 Penalty: 1966.163452
	Iteration 11Q: 3 clusters Score -45283.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45288.453125 Penalty: 1966.163452
	Iteration 12Q: 3 clusters Score -45288.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45293.019531 Penalty: 1966.163452
	Iteration 13Q: 3 clusters Score -45293.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45293.019531 Penalty: 1966.163452
	Iteration 14F: 3 clusters Score -45293.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Entering Unmasked Estep 
Score: -864629.875000 Penalty: 1436.406006
	Iteration 0F: 2 clusters Score -864629.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -859464.000000 Penalty: 2872.812012
	Iteration 0F: 3 clusters Score -859464 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -861066.562500 Penalty: 2872.812012
	Iteration 1F: 3 clusters Score -861066.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -861311.937500 Penalty: 2872.812012
	Iteration 2F: 3 clusters Score -861311.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -861485.375000 Penalty: 2872.812012
	Iteration 3F: 3 clusters Score -861485.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -861630.437500 Penalty: 2872.812012
	Iteration 4Q: 3 clusters Score -861630.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -861782.875000 Penalty: 2872.812012
	Iteration 5Q: 3 clusters Score -861782.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -861938.562500 Penalty: 2872.812012
	Iteration 6Q: 3 clusters Score -861938.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -862117.000000 Penalty: 2872.812012
	Iteration 7Q: 3 clusters Score -862117 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -862316.625000 Penalty: 2872.812012
	Iteration 8Q: 3 clusters Score -862316.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -862508.937500 Penalty: 2872.812012
	Iteration 9Q: 3 clusters Score -862508.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -862673.500000 Penalty: 2872.812012
	Iteration 10Q: 3 clusters Score -862673.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -862821.750000 Penalty: 2872.812012
	Iteration 11Q: 3 clusters Score -862821.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -862965.625000 Penalty: 2872.812012
	Iteration 12Q: 3 clusters Score -862965.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -863086.437500 Penalty: 2872.812012
	Iteration 13Q: 3 clusters Score -863086.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -863179.750000 Penalty: 2872.812012
	Iteration 14Q: 3 clusters Score -863179.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -863257.187500 Penalty: 2872.812012
	Iteration 15Q: 3 clusters Score -863257.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -863321.062500 Penalty: 2872.812012
	Iteration 16Q: 3 clusters Score -863321.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -863352.312500 Penalty: 2872.812012
	Iteration 17Q: 3 clusters Score -863352.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -863373.062500 Penalty: 2872.812012
	Iteration 18Q: 3 clusters Score -863373.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -863381.062500 Penalty: 2872.812012
	Iteration 19Q: 3 clusters Score -863381.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -863385.750000 Penalty: 2872.812012
	Iteration 20F: 3 clusters Score -863385.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -863387.375000 Penalty: 2872.812012
	Iteration 21Q: 3 clusters Score -863387.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -863389.687500 Penalty: 2872.812012
	Iteration 22Q: 3 clusters Score -863389.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -863390.687500 Penalty: 2872.812012
	Iteration 23Q: 3 clusters Score -863390.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -863391.375000 Penalty: 2872.812012
	Iteration 24Q: 3 clusters Score -863391.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -863392.312500 Penalty: 2872.812012
	Iteration 25Q: 3 clusters Score -863392.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -863391.562500 Penalty: 2872.812012
	Iteration 26Q: 3 clusters Score -863391.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -863391.562500 Penalty: 2872.812012
	Iteration 27F: 3 clusters Score -863391.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Entering Unmasked Estep 
Score: -1009911.437500 Penalty: 1473.582642
	Iteration 0F: 2 clusters Score -1009911 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 4342 members 
Entering Unmasked Estep 
Score: -1003585.250000 Penalty: 2947.165283
	Iteration 0F: 3 clusters Score -1003585 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1005672.125000 Penalty: 2947.165283
	Iteration 1F: 3 clusters Score -1005672 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1006108.562500 Penalty: 2947.165283
	Iteration 2F: 3 clusters Score -1006109 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1006547.875000 Penalty: 2947.165283
	Iteration 3F: 3 clusters Score -1006548 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1006905.312500 Penalty: 2947.165283
	Iteration 4F: 3 clusters Score -1006905 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1007181.000000 Penalty: 2947.165283
	Iteration 5F: 3 clusters Score -1007181 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1007435.250000 Penalty: 2947.165283
	Iteration 6Q: 3 clusters Score -1007435 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1007633.875000 Penalty: 2947.165283
	Iteration 7Q: 3 clusters Score -1007634 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1007795.125000 Penalty: 2947.165283
	Iteration 8Q: 3 clusters Score -1007795 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1007931.000000 Penalty: 2947.165283
	Iteration 9Q: 3 clusters Score -1007931 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1008049.250000 Penalty: 2947.165283
	Iteration 10Q: 3 clusters Score -1008049 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1008150.687500 Penalty: 2947.165283
	Iteration 11Q: 3 clusters Score -1008151 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1008230.062500 Penalty: 2947.165283
	Iteration 12Q: 3 clusters Score -1008230 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1008302.875000 Penalty: 2947.165283
	Iteration 13Q: 3 clusters Score -1008303 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1008359.812500 Penalty: 2947.165283
	Iteration 14Q: 3 clusters Score -1008360 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1008414.937500 Penalty: 2947.165283
	Iteration 15Q: 3 clusters Score -1008415 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1008483.562500 Penalty: 2947.165283
	Iteration 16Q: 3 clusters Score -1008484 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1008549.125000 Penalty: 2947.165283
	Iteration 17Q: 3 clusters Score -1008549 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1008596.500000 Penalty: 2947.165283
	Iteration 18Q: 3 clusters Score -1008596 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1008639.000000 Penalty: 2947.165283
	Iteration 19Q: 3 clusters Score -1008639 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1008675.687500 Penalty: 2947.165283
	Iteration 20F: 3 clusters Score -1008676 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1008708.437500 Penalty: 2947.165283
	Iteration 21Q: 3 clusters Score -1008708 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1008732.125000 Penalty: 2947.165283
	Iteration 22Q: 3 clusters Score -1008732 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1008750.062500 Penalty: 2947.165283
	Iteration 23Q: 3 clusters Score -1008750 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1008769.375000 Penalty: 2947.165283
	Iteration 24Q: 3 clusters Score -1008769 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1008780.625000 Penalty: 2947.165283
	Iteration 25Q: 3 clusters Score -1008781 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1008787.187500 Penalty: 2947.165283
	Iteration 26Q: 3 clusters Score -1008787 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1008797.187500 Penalty: 2947.165283
	Iteration 27Q: 3 clusters Score -1008797 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1008807.000000 Penalty: 2947.165283
	Iteration 28Q: 3 clusters Score -1008807 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1008813.187500 Penalty: 2947.165283
	Iteration 29Q: 3 clusters Score -1008813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1008817.187500 Penalty: 2947.165283
	Iteration 30Q: 3 clusters Score -1008817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1008819.937500 Penalty: 2947.165283
	Iteration 31Q: 3 clusters Score -1008820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1008825.000000 Penalty: 2947.165283
	Iteration 32Q: 3 clusters Score -1008825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1008826.375000 Penalty: 2947.165283
	Iteration 33Q: 3 clusters Score -1008826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1008827.562500 Penalty: 2947.165283
	Iteration 34Q: 3 clusters Score -1008828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1008828.187500 Penalty: 2947.165283
	Iteration 35Q: 3 clusters Score -1008828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1008828.125000 Penalty: 2947.165283
	Iteration 36Q: 3 clusters Score -1008828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1008830.187500 Penalty: 2947.165283
	Iteration 37Q: 3 clusters Score -1008830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1008830.187500 Penalty: 2947.165283
	Iteration 38F: 3 clusters Score -1008830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Entering Unmasked Estep 
Score: -3166125.750000 Penalty: 1645.408447
	Iteration 0F: 2 clusters Score -3166126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -3149149.750000 Penalty: 3290.816895
	Iteration 0F: 3 clusters Score -3149150 nChanged 11394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -3155505.500000 Penalty: 3290.816895
	Iteration 1F: 3 clusters Score -3155506 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -3155937.250000 Penalty: 3290.816895
	Iteration 2Q: 3 clusters Score -3155937 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -3156437.750000 Penalty: 3290.816895
	Iteration 3Q: 3 clusters Score -3156438 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -3156955.500000 Penalty: 3290.816895
	Iteration 4F: 3 clusters Score -3156956 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -3157660.250000 Penalty: 3290.816895
	Iteration 5F: 3 clusters Score -3157660 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -3158625.250000 Penalty: 3290.816895
	Iteration 6F: 3 clusters Score -3158625 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -3159819.500000 Penalty: 3290.816895
	Iteration 7F: 3 clusters Score -3159820 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -3161056.250000 Penalty: 3290.816895
	Iteration 8F: 3 clusters Score -3161056 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -3162115.000000 Penalty: 3290.816895
	Iteration 9F: 3 clusters Score -3162115 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -3162955.500000 Penalty: 3290.816895
	Iteration 10Q: 3 clusters Score -3162956 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -3163481.500000 Penalty: 3290.816895
	Iteration 11Q: 3 clusters Score -3163482 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -3163786.500000 Penalty: 3290.816895
	Iteration 12Q: 3 clusters Score -3163786 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -3163969.500000 Penalty: 3290.816895
	Iteration 13Q: 3 clusters Score -3163970 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -3164097.250000 Penalty: 3290.816895
	Iteration 14Q: 3 clusters Score -3164097 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -3164205.750000 Penalty: 3290.816895
	Iteration 15Q: 3 clusters Score -3164206 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -3164280.000000 Penalty: 3290.816895
	Iteration 16Q: 3 clusters Score -3164280 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -3164360.500000 Penalty: 3290.816895
	Iteration 17Q: 3 clusters Score -3164360 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -3164451.750000 Penalty: 3290.816895
	Iteration 18Q: 3 clusters Score -3164452 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -3164542.000000 Penalty: 3290.816895
	Iteration 19Q: 3 clusters Score -3164542 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -3164649.000000 Penalty: 3290.816895
	Iteration 20F: 3 clusters Score -3164649 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -3164754.500000 Penalty: 3290.816895
	Iteration 21Q: 3 clusters Score -3164754 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -3164859.250000 Penalty: 3290.816895
	Iteration 22Q: 3 clusters Score -3164859 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -3164954.000000 Penalty: 3290.816895
	Iteration 23Q: 3 clusters Score -3164954 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -3165038.500000 Penalty: 3290.816895
	Iteration 24Q: 3 clusters Score -3165038 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -3165131.750000 Penalty: 3290.816895
	Iteration 25Q: 3 clusters Score -3165132 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -3165207.250000 Penalty: 3290.816895
	Iteration 26Q: 3 clusters Score -3165207 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -3165292.250000 Penalty: 3290.816895
	Iteration 27Q: 3 clusters Score -3165292 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3165385.500000 Penalty: 3290.816895
	Iteration 28Q: 3 clusters Score -3165386 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -3165452.250000 Penalty: 3290.816895
	Iteration 29Q: 3 clusters Score -3165452 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -3165527.250000 Penalty: 3290.816895
	Iteration 30Q: 3 clusters Score -3165527 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -3165589.500000 Penalty: 3290.816895
	Iteration 31Q: 3 clusters Score -3165590 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -3165619.750000 Penalty: 3290.816895
	Iteration 32Q: 3 clusters Score -3165620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -3165624.500000 Penalty: 3290.816895
	Iteration 33Q: 3 clusters Score -3165624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -3165631.000000 Penalty: 3290.816895
	Iteration 34Q: 3 clusters Score -3165631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -3165637.500000 Penalty: 3290.816895
	Iteration 35Q: 3 clusters Score -3165638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -3165645.000000 Penalty: 3290.816895
	Iteration 36Q: 3 clusters Score -3165645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -3165643.250000 Penalty: 3290.816895
	Iteration 37Q: 3 clusters Score -3165643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -3165649.250000 Penalty: 3290.816895
	Iteration 38Q: 3 clusters Score -3165649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -3165648.250000 Penalty: 3290.816895
	Iteration 39Q: 3 clusters Score -3165648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -3165649.500000 Penalty: 3290.816895
	Iteration 40F: 3 clusters Score -3165650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -24714.265625 Penalty: 930.082581
	Iteration 0F: 2 clusters Score -24714.27 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 153 members 
Entering Unmasked Estep 
Score: -23928.724609 Penalty: 1860.165161
	Iteration 0F: 3 clusters Score -23928.72 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -24277.177734 Penalty: 1860.165161
	Iteration 1F: 3 clusters Score -24277.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24467.251953 Penalty: 1860.165161
	Iteration 2F: 3 clusters Score -24467.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -24526.845703 Penalty: 1860.165161
	Iteration 3F: 3 clusters Score -24526.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24544.900391 Penalty: 1860.165161
	Iteration 4Q: 3 clusters Score -24544.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24547.306641 Penalty: 1860.165161
	Iteration 5Q: 3 clusters Score -24547.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24553.082031 Penalty: 1860.165161
	Iteration 6Q: 3 clusters Score -24553.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24560.396484 Penalty: 1860.165161
	Iteration 7Q: 3 clusters Score -24560.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24561.324219 Penalty: 1860.165161
	Iteration 8Q: 3 clusters Score -24561.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24561.324219 Penalty: 1860.165161
	Iteration 9F: 3 clusters Score -24561.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Entering Unmasked Estep 
Score: -737979.500000 Penalty: 1411.242676
	Iteration 0F: 2 clusters Score -737979.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -733443.312500 Penalty: 2822.485352
	Iteration 0F: 3 clusters Score -733443.3 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -734792.187500 Penalty: 2822.485352
	Iteration 1F: 3 clusters Score -734792.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -735043.312500 Penalty: 2822.485352
	Iteration 2F: 3 clusters Score -735043.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -735235.437500 Penalty: 2822.485352
	Iteration 3F: 3 clusters Score -735235.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -735410.937500 Penalty: 2822.485352
	Iteration 4F: 3 clusters Score -735410.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -735567.937500 Penalty: 2822.485352
	Iteration 5Q: 3 clusters Score -735567.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -735733.750000 Penalty: 2822.485352
	Iteration 6Q: 3 clusters Score -735733.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -735900.562500 Penalty: 2822.485352
	Iteration 7Q: 3 clusters Score -735900.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -736048.125000 Penalty: 2822.485352
	Iteration 8Q: 3 clusters Score -736048.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -736193.312500 Penalty: 2822.485352
	Iteration 9Q: 3 clusters Score -736193.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -736314.125000 Penalty: 2822.485352
	Iteration 10Q: 3 clusters Score -736314.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -736408.500000 Penalty: 2822.485352
	Iteration 11Q: 3 clusters Score -736408.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -736502.312500 Penalty: 2822.485352
	Iteration 12Q: 3 clusters Score -736502.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -736572.625000 Penalty: 2822.485352
	Iteration 13Q: 3 clusters Score -736572.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -736625.062500 Penalty: 2822.485352
	Iteration 14Q: 3 clusters Score -736625.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -736669.312500 Penalty: 2822.485352
	Iteration 15Q: 3 clusters Score -736669.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -736698.750000 Penalty: 2822.485352
	Iteration 16Q: 3 clusters Score -736698.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -736710.812500 Penalty: 2822.485352
	Iteration 17Q: 3 clusters Score -736710.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -736724.750000 Penalty: 2822.485352
	Iteration 18Q: 3 clusters Score -736724.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -736738.562500 Penalty: 2822.485352
	Iteration 19Q: 3 clusters Score -736738.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -736747.000000 Penalty: 2822.485352
	Iteration 20F: 3 clusters Score -736747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -736753.687500 Penalty: 2822.485352
	Iteration 21Q: 3 clusters Score -736753.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -736760.625000 Penalty: 2822.485352
	Iteration 22Q: 3 clusters Score -736760.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -736764.375000 Penalty: 2822.485352
	Iteration 23Q: 3 clusters Score -736764.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -736766.875000 Penalty: 2822.485352
	Iteration 24Q: 3 clusters Score -736766.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -736768.562500 Penalty: 2822.485352
	Iteration 25Q: 3 clusters Score -736768.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -736769.437500 Penalty: 2822.485352
	Iteration 26Q: 3 clusters Score -736769.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -736769.437500 Penalty: 2822.485352
	Iteration 27F: 3 clusters Score -736769.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Entering Unmasked Estep 
Score: -357041.375000 Penalty: 1297.917480
	Iteration 0F: 2 clusters Score -357041.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -354318.250000 Penalty: 2595.834961
	Iteration 0F: 3 clusters Score -354318.2 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -354985.437500 Penalty: 2595.834961
	Iteration 1F: 3 clusters Score -354985.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -355138.312500 Penalty: 2595.834961
	Iteration 2F: 3 clusters Score -355138.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -355258.718750 Penalty: 2595.834961
	Iteration 3F: 3 clusters Score -355258.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -355345.031250 Penalty: 2595.834961
	Iteration 4Q: 3 clusters Score -355345 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -355427.156250 Penalty: 2595.834961
	Iteration 5Q: 3 clusters Score -355427.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -355504.625000 Penalty: 2595.834961
	Iteration 6Q: 3 clusters Score -355504.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -355557.000000 Penalty: 2595.834961
	Iteration 7Q: 3 clusters Score -355557 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -355600.281250 Penalty: 2595.834961
	Iteration 8Q: 3 clusters Score -355600.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -355626.062500 Penalty: 2595.834961
	Iteration 9Q: 3 clusters Score -355626.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -355652.968750 Penalty: 2595.834961
	Iteration 10Q: 3 clusters Score -355653 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -355679.437500 Penalty: 2595.834961
	Iteration 11Q: 3 clusters Score -355679.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -355700.781250 Penalty: 2595.834961
	Iteration 12Q: 3 clusters Score -355700.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -355718.968750 Penalty: 2595.834961
	Iteration 13Q: 3 clusters Score -355719 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -355733.625000 Penalty: 2595.834961
	Iteration 14Q: 3 clusters Score -355733.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -355745.281250 Penalty: 2595.834961
	Iteration 15Q: 3 clusters Score -355745.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -355754.781250 Penalty: 2595.834961
	Iteration 16Q: 3 clusters Score -355754.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -355762.687500 Penalty: 2595.834961
	Iteration 17Q: 3 clusters Score -355762.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -355767.718750 Penalty: 2595.834961
	Iteration 18Q: 3 clusters Score -355767.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -355771.562500 Penalty: 2595.834961
	Iteration 19Q: 3 clusters Score -355771.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -355774.718750 Penalty: 2595.834961
	Iteration 20F: 3 clusters Score -355774.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -355777.031250 Penalty: 2595.834961
	Iteration 21Q: 3 clusters Score -355777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -355779.312500 Penalty: 2595.834961
	Iteration 22Q: 3 clusters Score -355779.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -355779.906250 Penalty: 2595.834961
	Iteration 23Q: 3 clusters Score -355779.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -355780.718750 Penalty: 2595.834961
	Iteration 24Q: 3 clusters Score -355780.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -355782.593750 Penalty: 2595.834961
	Iteration 25Q: 3 clusters Score -355782.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -355783.406250 Penalty: 2595.834961
	Iteration 26Q: 3 clusters Score -355783.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -355785.375000 Penalty: 2595.834961
	Iteration 27Q: 3 clusters Score -355785.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -355785.031250 Penalty: 2595.834961
	Iteration 28Q: 3 clusters Score -355785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -355787.718750 Penalty: 2595.834961
	Iteration 29Q: 3 clusters Score -355787.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -355790.312500 Penalty: 2595.834961
	Iteration 30Q: 3 clusters Score -355790.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -355793.218750 Penalty: 2595.834961
	Iteration 31Q: 3 clusters Score -355793.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -355793.343750 Penalty: 2595.834961
	Iteration 32Q: 3 clusters Score -355793.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -355795.343750 Penalty: 2595.834961
	Iteration 33Q: 3 clusters Score -355795.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -355796.093750 Penalty: 2595.834961
	Iteration 34Q: 3 clusters Score -355796.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -355798.125000 Penalty: 2595.834961
	Iteration 35Q: 3 clusters Score -355798.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -355798.531250 Penalty: 2595.834961
	Iteration 36Q: 3 clusters Score -355798.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -355801.406250 Penalty: 2595.834961
	Iteration 37Q: 3 clusters Score -355801.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -355804.781250 Penalty: 2595.834961
	Iteration 38Q: 3 clusters Score -355804.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -355807.812500 Penalty: 2595.834961
	Iteration 39Q: 3 clusters Score -355807.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -355810.343750 Penalty: 2595.834961
	Iteration 40F: 3 clusters Score -355810.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -355812.937500 Penalty: 2595.834961
	Iteration 41Q: 3 clusters Score -355812.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -355816.281250 Penalty: 2595.834961
	Iteration 42Q: 3 clusters Score -355816.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -355821.812500 Penalty: 2595.834961
	Iteration 43Q: 3 clusters Score -355821.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -355826.968750 Penalty: 2595.834961
	Iteration 44Q: 3 clusters Score -355827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -355831.000000 Penalty: 2595.834961
	Iteration 45Q: 3 clusters Score -355831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -355841.656250 Penalty: 2595.834961
	Iteration 46Q: 3 clusters Score -355841.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -355846.312500 Penalty: 2595.834961
	Iteration 47Q: 3 clusters Score -355846.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -355851.562500 Penalty: 2595.834961
	Iteration 48Q: 3 clusters Score -355851.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -355854.968750 Penalty: 2595.834961
	Iteration 49Q: 3 clusters Score -355855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -355857.750000 Penalty: 2595.834961
	Iteration 50Q: 3 clusters Score -355857.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -355862.562500 Penalty: 2595.834961
	Iteration 51Q: 3 clusters Score -355862.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -355865.937500 Penalty: 2595.834961
	Iteration 52Q: 3 clusters Score -355865.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -355868.468750 Penalty: 2595.834961
	Iteration 53Q: 3 clusters Score -355868.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -355870.343750 Penalty: 2595.834961
	Iteration 54Q: 3 clusters Score -355870.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -355871.156250 Penalty: 2595.834961
	Iteration 55Q: 3 clusters Score -355871.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -355871.875000 Penalty: 2595.834961
	Iteration 56Q: 3 clusters Score -355871.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -355873.875000 Penalty: 2595.834961
	Iteration 57Q: 3 clusters Score -355873.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -355873.906250 Penalty: 2595.834961
	Iteration 58Q: 3 clusters Score -355873.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -355875.562500 Penalty: 2595.834961
	Iteration 59Q: 3 clusters Score -355875.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -355879.406250 Penalty: 2595.834961
	Iteration 60F: 3 clusters Score -355879.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -355883.781250 Penalty: 2595.834961
	Iteration 61Q: 3 clusters Score -355883.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -355888.031250 Penalty: 2595.834961
	Iteration 62Q: 3 clusters Score -355888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -355891.468750 Penalty: 2595.834961
	Iteration 63Q: 3 clusters Score -355891.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -355893.937500 Penalty: 2595.834961
	Iteration 64Q: 3 clusters Score -355893.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -355895.218750 Penalty: 2595.834961
	Iteration 65Q: 3 clusters Score -355895.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -355896.125000 Penalty: 2595.834961
	Iteration 66Q: 3 clusters Score -355896.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -355897.093750 Penalty: 2595.834961
	Iteration 67Q: 3 clusters Score -355897.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -355897.093750 Penalty: 2595.834961
	Iteration 68F: 3 clusters Score -355897.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (51083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51083 members 
Entering Unmasked Estep 
Score: -6239104.000000 Penalty: 1761.696167
	Iteration 0F: 2 clusters Score -6239104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -6204974.000000 Penalty: 3523.392334
	Iteration 0F: 3 clusters Score -6204974 nChanged 23992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -6218617.000000 Penalty: 3523.392334
	Iteration 1F: 3 clusters Score -6218617 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -6219115.000000 Penalty: 3523.392334
	Iteration 2Q: 3 clusters Score -6219115 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -6219656.000000 Penalty: 3523.392334
	Iteration 3Q: 3 clusters Score -6219656 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -6220291.500000 Penalty: 3523.392334
	Iteration 4Q: 3 clusters Score -6220292 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -6221122.500000 Penalty: 3523.392334
	Iteration 5Q: 3 clusters Score -6221122 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -6222225.000000 Penalty: 3523.392334
	Iteration 6Q: 3 clusters Score -6222225 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -6223644.500000 Penalty: 3523.392334
	Iteration 7F: 3 clusters Score -6223644 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -6225519.000000 Penalty: 3523.392334
	Iteration 8F: 3 clusters Score -6225519 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -6227915.500000 Penalty: 3523.392334
	Iteration 9F: 3 clusters Score -6227916 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -6230585.500000 Penalty: 3523.392334
	Iteration 10F: 3 clusters Score -6230586 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -6232998.000000 Penalty: 3523.392334
	Iteration 11F: 3 clusters Score -6232998 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47515 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -6234874.500000 Penalty: 3523.392334
	Iteration 12Q: 3 clusters Score -6234874 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -6236141.000000 Penalty: 3523.392334
	Iteration 13Q: 3 clusters Score -6236141 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -6236849.000000 Penalty: 3523.392334
	Iteration 14Q: 3 clusters Score -6236849 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50239 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6237254.500000 Penalty: 3523.392334
	Iteration 15Q: 3 clusters Score -6237254 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50442 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6237436.500000 Penalty: 3523.392334
	Iteration 16Q: 3 clusters Score -6237436 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50567 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -6237563.500000 Penalty: 3523.392334
	Iteration 17Q: 3 clusters Score -6237564 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50631 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6237624.500000 Penalty: 3523.392334
	Iteration 18Q: 3 clusters Score -6237624 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50666 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6237671.000000 Penalty: 3523.392334
	Iteration 19Q: 3 clusters Score -6237671 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6237695.500000 Penalty: 3523.392334
	Iteration 20F: 3 clusters Score -6237696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -6237702.500000 Penalty: 3523.392334
	Iteration 21Q: 3 clusters Score -6237702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50706 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6237708.500000 Penalty: 3523.392334
	Iteration 22Q: 3 clusters Score -6237708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50712 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6237716.500000 Penalty: 3523.392334
	Iteration 23Q: 3 clusters Score -6237716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50717 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6237720.500000 Penalty: 3523.392334
	Iteration 24Q: 3 clusters Score -6237720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50719 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6237722.000000 Penalty: 3523.392334
	Iteration 25Q: 3 clusters Score -6237722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50721 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6237719.500000 Penalty: 3523.392334
	Iteration 26Q: 3 clusters Score -6237720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50724 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6237723.000000 Penalty: 3523.392334
	Iteration 27Q: 3 clusters Score -6237723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50728 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6237728.000000 Penalty: 3523.392334
	Iteration 28Q: 3 clusters Score -6237728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50729 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6237734.500000 Penalty: 3523.392334
	Iteration 29Q: 3 clusters Score -6237734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50731 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6237729.000000 Penalty: 3523.392334
	Iteration 30Q: 3 clusters Score -6237729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50731 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6237729.000000 Penalty: 3523.392334
	Iteration 31F: 3 clusters Score -6237729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Entering Unmasked Estep 
Score: -145976.625000 Penalty: 1172.953735
	Iteration 0F: 2 clusters Score -145976.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -144358.453125 Penalty: 2345.907471
	Iteration 0F: 3 clusters Score -144358.5 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -144757.156250 Penalty: 2345.907471
	Iteration 1F: 3 clusters Score -144757.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -144896.421875 Penalty: 2345.907471
	Iteration 2F: 3 clusters Score -144896.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -145071.562500 Penalty: 2345.907471
	Iteration 3F: 3 clusters Score -145071.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -145254.937500 Penalty: 2345.907471
	Iteration 4F: 3 clusters Score -145254.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -145377.406250 Penalty: 2345.907471
	Iteration 5F: 3 clusters Score -145377.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -145476.953125 Penalty: 2345.907471
	Iteration 6F: 3 clusters Score -145477 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -145537.671875 Penalty: 2345.907471
	Iteration 7Q: 3 clusters Score -145537.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -145589.140625 Penalty: 2345.907471
	Iteration 8Q: 3 clusters Score -145589.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -145629.125000 Penalty: 2345.907471
	Iteration 9Q: 3 clusters Score -145629.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -145668.937500 Penalty: 2345.907471
	Iteration 10Q: 3 clusters Score -145668.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -145704.015625 Penalty: 2345.907471
	Iteration 11Q: 3 clusters Score -145704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -145716.828125 Penalty: 2345.907471
	Iteration 12Q: 3 clusters Score -145716.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -145726.671875 Penalty: 2345.907471
	Iteration 13Q: 3 clusters Score -145726.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -145729.203125 Penalty: 2345.907471
	Iteration 14Q: 3 clusters Score -145729.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -145731.515625 Penalty: 2345.907471
	Iteration 15Q: 3 clusters Score -145731.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -145733.687500 Penalty: 2345.907471
	Iteration 16Q: 3 clusters Score -145733.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -145733.687500 Penalty: 2345.907471
	Iteration 17F: 3 clusters Score -145733.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Entering Unmasked Estep 
Score: -614380.062500 Penalty: 1381.884644
	Iteration 0F: 2 clusters Score -614380.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -610382.062500 Penalty: 2763.769287
	Iteration 0F: 3 clusters Score -610382.1 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -611518.562500 Penalty: 2763.769287
	Iteration 1F: 3 clusters Score -611518.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -611729.937500 Penalty: 2763.769287
	Iteration 2F: 3 clusters Score -611729.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -611881.250000 Penalty: 2763.769287
	Iteration 3F: 3 clusters Score -611881.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -611991.937500 Penalty: 2763.769287
	Iteration 4Q: 3 clusters Score -611991.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -612102.562500 Penalty: 2763.769287
	Iteration 5Q: 3 clusters Score -612102.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -612202.062500 Penalty: 2763.769287
	Iteration 6Q: 3 clusters Score -612202.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -612294.500000 Penalty: 2763.769287
	Iteration 7Q: 3 clusters Score -612294.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -612401.812500 Penalty: 2763.769287
	Iteration 8Q: 3 clusters Score -612401.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -612518.750000 Penalty: 2763.769287
	Iteration 9Q: 3 clusters Score -612518.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -612626.937500 Penalty: 2763.769287
	Iteration 10Q: 3 clusters Score -612626.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -612721.687500 Penalty: 2763.769287
	Iteration 11Q: 3 clusters Score -612721.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -612812.250000 Penalty: 2763.769287
	Iteration 12Q: 3 clusters Score -612812.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -612890.625000 Penalty: 2763.769287
	Iteration 13Q: 3 clusters Score -612890.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -612954.437500 Penalty: 2763.769287
	Iteration 14Q: 3 clusters Score -612954.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -612995.125000 Penalty: 2763.769287
	Iteration 15Q: 3 clusters Score -612995.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -613024.500000 Penalty: 2763.769287
	Iteration 16Q: 3 clusters Score -613024.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -613038.687500 Penalty: 2763.769287
	Iteration 17Q: 3 clusters Score -613038.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -613047.875000 Penalty: 2763.769287
	Iteration 18Q: 3 clusters Score -613047.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -613059.625000 Penalty: 2763.769287
	Iteration 19Q: 3 clusters Score -613059.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -613073.312500 Penalty: 2763.769287
	Iteration 20F: 3 clusters Score -613073.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -613086.312500 Penalty: 2763.769287
	Iteration 21Q: 3 clusters Score -613086.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -613096.937500 Penalty: 2763.769287
	Iteration 22Q: 3 clusters Score -613096.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -613106.687500 Penalty: 2763.769287
	Iteration 23Q: 3 clusters Score -613106.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -613112.500000 Penalty: 2763.769287
	Iteration 24Q: 3 clusters Score -613112.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -613117.812500 Penalty: 2763.769287
	Iteration 25Q: 3 clusters Score -613117.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -613126.187500 Penalty: 2763.769287
	Iteration 26Q: 3 clusters Score -613126.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -613135.875000 Penalty: 2763.769287
	Iteration 27Q: 3 clusters Score -613135.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -613145.875000 Penalty: 2763.769287
	Iteration 28Q: 3 clusters Score -613145.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -613154.375000 Penalty: 2763.769287
	Iteration 29Q: 3 clusters Score -613154.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -613161.312500 Penalty: 2763.769287
	Iteration 30Q: 3 clusters Score -613161.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -613169.125000 Penalty: 2763.769287
	Iteration 31Q: 3 clusters Score -613169.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -613172.500000 Penalty: 2763.769287
	Iteration 32Q: 3 clusters Score -613172.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -613172.625000 Penalty: 2763.769287
	Iteration 33Q: 3 clusters Score -613172.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -613173.062500 Penalty: 2763.769287
	Iteration 34Q: 3 clusters Score -613173.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -613174.500000 Penalty: 2763.769287
	Iteration 35Q: 3 clusters Score -613174.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -613176.250000 Penalty: 2763.769287
	Iteration 36Q: 3 clusters Score -613176.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -613179.125000 Penalty: 2763.769287
	Iteration 37Q: 3 clusters Score -613179.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -613181.812500 Penalty: 2763.769287
	Iteration 38Q: 3 clusters Score -613181.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -613183.937500 Penalty: 2763.769287
	Iteration 39Q: 3 clusters Score -613183.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -613185.562500 Penalty: 2763.769287
	Iteration 40F: 3 clusters Score -613185.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -613189.625000 Penalty: 2763.769287
	Iteration 41Q: 3 clusters Score -613189.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -613192.000000 Penalty: 2763.769287
	Iteration 42Q: 3 clusters Score -613192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -613193.125000 Penalty: 2763.769287
	Iteration 43Q: 3 clusters Score -613193.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -613196.125000 Penalty: 2763.769287
	Iteration 44Q: 3 clusters Score -613196.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -613198.625000 Penalty: 2763.769287
	Iteration 45Q: 3 clusters Score -613198.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -613199.812500 Penalty: 2763.769287
	Iteration 46Q: 3 clusters Score -613199.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -613201.375000 Penalty: 2763.769287
	Iteration 47Q: 3 clusters Score -613201.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -613204.750000 Penalty: 2763.769287
	Iteration 48Q: 3 clusters Score -613204.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -613206.562500 Penalty: 2763.769287
	Iteration 49Q: 3 clusters Score -613206.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -613207.937500 Penalty: 2763.769287
	Iteration 50Q: 3 clusters Score -613207.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -613209.750000 Penalty: 2763.769287
	Iteration 51Q: 3 clusters Score -613209.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -613210.250000 Penalty: 2763.769287
	Iteration 52Q: 3 clusters Score -613210.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -613209.187500 Penalty: 2763.769287
	Iteration 53Q: 3 clusters Score -613209.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -613212.437500 Penalty: 2763.769287
	Iteration 54Q: 3 clusters Score -613212.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -613212.375000 Penalty: 2763.769287
	Iteration 55Q: 3 clusters Score -613212.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -613214.375000 Penalty: 2763.769287
	Iteration 56Q: 3 clusters Score -613214.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -613215.750000 Penalty: 2763.769287
	Iteration 57Q: 3 clusters Score -613215.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -613214.437500 Penalty: 2763.769287
	Iteration 58Q: 3 clusters Score -613214.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -613216.000000 Penalty: 2763.769287
	Iteration 59Q: 3 clusters Score -613216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -613218.437500 Penalty: 2763.769287
	Iteration 60F: 3 clusters Score -613218.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -613222.125000 Penalty: 2763.769287
	Iteration 61Q: 3 clusters Score -613222.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -613225.187500 Penalty: 2763.769287
	Iteration 62Q: 3 clusters Score -613225.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -613227.625000 Penalty: 2763.769287
	Iteration 63Q: 3 clusters Score -613227.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -613230.375000 Penalty: 2763.769287
	Iteration 64Q: 3 clusters Score -613230.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -613233.500000 Penalty: 2763.769287
	Iteration 65Q: 3 clusters Score -613233.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -613237.250000 Penalty: 2763.769287
	Iteration 66Q: 3 clusters Score -613237.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -613241.625000 Penalty: 2763.769287
	Iteration 67Q: 3 clusters Score -613241.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -613243.562500 Penalty: 2763.769287
	Iteration 68Q: 3 clusters Score -613243.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -613245.812500 Penalty: 2763.769287
	Iteration 69Q: 3 clusters Score -613245.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -613250.375000 Penalty: 2763.769287
	Iteration 70Q: 3 clusters Score -613250.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -613253.687500 Penalty: 2763.769287
	Iteration 71Q: 3 clusters Score -613253.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -613254.812500 Penalty: 2763.769287
	Iteration 72Q: 3 clusters Score -613254.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -613255.062500 Penalty: 2763.769287
	Iteration 73Q: 3 clusters Score -613255.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -613255.062500 Penalty: 2763.769287
	Iteration 74F: 3 clusters Score -613255.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Entering Unmasked Estep 
Score: -1186975.750000 Penalty: 1489.741821
	Iteration 0F: 2 clusters Score -1186976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1180076.625000 Penalty: 2979.483643
	Iteration 0F: 3 clusters Score -1180077 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1182350.875000 Penalty: 2979.483643
	Iteration 1F: 3 clusters Score -1182351 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1182640.250000 Penalty: 2979.483643
	Iteration 2F: 3 clusters Score -1182640 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1182870.875000 Penalty: 2979.483643
	Iteration 3F: 3 clusters Score -1182871 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1183090.250000 Penalty: 2979.483643
	Iteration 4Q: 3 clusters Score -1183090 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1183309.625000 Penalty: 2979.483643
	Iteration 5Q: 3 clusters Score -1183310 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1183540.250000 Penalty: 2979.483643
	Iteration 6Q: 3 clusters Score -1183540 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1183781.500000 Penalty: 2979.483643
	Iteration 7Q: 3 clusters Score -1183782 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1184015.500000 Penalty: 2979.483643
	Iteration 8Q: 3 clusters Score -1184016 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1184207.500000 Penalty: 2979.483643
	Iteration 9Q: 3 clusters Score -1184208 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1184385.375000 Penalty: 2979.483643
	Iteration 10Q: 3 clusters Score -1184385 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1184568.875000 Penalty: 2979.483643
	Iteration 11Q: 3 clusters Score -1184569 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1184715.625000 Penalty: 2979.483643
	Iteration 12Q: 3 clusters Score -1184716 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1184827.125000 Penalty: 2979.483643
	Iteration 13Q: 3 clusters Score -1184827 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1184899.875000 Penalty: 2979.483643
	Iteration 14Q: 3 clusters Score -1184900 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1184962.250000 Penalty: 2979.483643
	Iteration 15Q: 3 clusters Score -1184962 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1185004.500000 Penalty: 2979.483643
	Iteration 16Q: 3 clusters Score -1185004 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1185038.625000 Penalty: 2979.483643
	Iteration 17Q: 3 clusters Score -1185039 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1185066.250000 Penalty: 2979.483643
	Iteration 18Q: 3 clusters Score -1185066 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1185089.500000 Penalty: 2979.483643
	Iteration 19Q: 3 clusters Score -1185090 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1185102.000000 Penalty: 2979.483643
	Iteration 20F: 3 clusters Score -1185102 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1185122.750000 Penalty: 2979.483643
	Iteration 21Q: 3 clusters Score -1185123 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1185133.750000 Penalty: 2979.483643
	Iteration 22Q: 3 clusters Score -1185134 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1185138.375000 Penalty: 2979.483643
	Iteration 23Q: 3 clusters Score -1185138 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1185144.500000 Penalty: 2979.483643
	Iteration 24Q: 3 clusters Score -1185144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1185150.125000 Penalty: 2979.483643
	Iteration 25Q: 3 clusters Score -1185150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1185151.250000 Penalty: 2979.483643
	Iteration 26Q: 3 clusters Score -1185151 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1185155.000000 Penalty: 2979.483643
	Iteration 27Q: 3 clusters Score -1185155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1185160.125000 Penalty: 2979.483643
	Iteration 28Q: 3 clusters Score -1185160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1185160.625000 Penalty: 2979.483643
	Iteration 29Q: 3 clusters Score -1185161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1185165.750000 Penalty: 2979.483643
	Iteration 30Q: 3 clusters Score -1185166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1185167.625000 Penalty: 2979.483643
	Iteration 31Q: 3 clusters Score -1185168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1185173.125000 Penalty: 2979.483643
	Iteration 32Q: 3 clusters Score -1185173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1185174.500000 Penalty: 2979.483643
	Iteration 33Q: 3 clusters Score -1185174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1185179.250000 Penalty: 2979.483643
	Iteration 34Q: 3 clusters Score -1185179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1185177.000000 Penalty: 2979.483643
	Iteration 35Q: 3 clusters Score -1185177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1185181.875000 Penalty: 2979.483643
	Iteration 36Q: 3 clusters Score -1185182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1185182.625000 Penalty: 2979.483643
	Iteration 37Q: 3 clusters Score -1185183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1185187.750000 Penalty: 2979.483643
	Iteration 38Q: 3 clusters Score -1185188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1185192.375000 Penalty: 2979.483643
	Iteration 39Q: 3 clusters Score -1185192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1185196.875000 Penalty: 2979.483643
	Iteration 40F: 3 clusters Score -1185197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1185197.250000 Penalty: 2979.483643
	Iteration 41Q: 3 clusters Score -1185197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1185197.750000 Penalty: 2979.483643
	Iteration 42Q: 3 clusters Score -1185198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1185200.500000 Penalty: 2979.483643
	Iteration 43Q: 3 clusters Score -1185200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1185200.625000 Penalty: 2979.483643
	Iteration 44Q: 3 clusters Score -1185201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1185200.625000 Penalty: 2979.483643
	Iteration 45Q: 3 clusters Score -1185201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1185202.000000 Penalty: 2979.483643
	Iteration 46Q: 3 clusters Score -1185202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1185206.375000 Penalty: 2979.483643
	Iteration 47Q: 3 clusters Score -1185206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1185209.250000 Penalty: 2979.483643
	Iteration 48Q: 3 clusters Score -1185209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1185210.625000 Penalty: 2979.483643
	Iteration 49Q: 3 clusters Score -1185211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1185213.125000 Penalty: 2979.483643
	Iteration 50Q: 3 clusters Score -1185213 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1185216.000000 Penalty: 2979.483643
	Iteration 51Q: 3 clusters Score -1185216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1185219.500000 Penalty: 2979.483643
	Iteration 52Q: 3 clusters Score -1185220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1185221.375000 Penalty: 2979.483643
	Iteration 53Q: 3 clusters Score -1185221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1185226.125000 Penalty: 2979.483643
	Iteration 54Q: 3 clusters Score -1185226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1185224.875000 Penalty: 2979.483643
	Iteration 55Q: 3 clusters Score -1185225 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1185230.500000 Penalty: 2979.483643
	Iteration 56Q: 3 clusters Score -1185230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1185238.000000 Penalty: 2979.483643
	Iteration 57Q: 3 clusters Score -1185238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1185243.625000 Penalty: 2979.483643
	Iteration 58Q: 3 clusters Score -1185244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1185248.250000 Penalty: 2979.483643
	Iteration 59Q: 3 clusters Score -1185248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1185249.625000 Penalty: 2979.483643
	Iteration 60F: 3 clusters Score -1185250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1185249.750000 Penalty: 2979.483643
	Iteration 61Q: 3 clusters Score -1185250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1185252.875000 Penalty: 2979.483643
	Iteration 62Q: 3 clusters Score -1185253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1185254.125000 Penalty: 2979.483643
	Iteration 63Q: 3 clusters Score -1185254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1185254.625000 Penalty: 2979.483643
	Iteration 64Q: 3 clusters Score -1185255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1185253.250000 Penalty: 2979.483643
	Iteration 65Q: 3 clusters Score -1185253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1185256.125000 Penalty: 2979.483643
	Iteration 66Q: 3 clusters Score -1185256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1185260.500000 Penalty: 2979.483643
	Iteration 67Q: 3 clusters Score -1185260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1185266.000000 Penalty: 2979.483643
	Iteration 68Q: 3 clusters Score -1185266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1185268.125000 Penalty: 2979.483643
	Iteration 69Q: 3 clusters Score -1185268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1185270.000000 Penalty: 2979.483643
	Iteration 70Q: 3 clusters Score -1185270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1185276.875000 Penalty: 2979.483643
	Iteration 71Q: 3 clusters Score -1185277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1185273.000000 Penalty: 2979.483643
	Iteration 72Q: 3 clusters Score -1185273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1185275.125000 Penalty: 2979.483643
	Iteration 73Q: 3 clusters Score -1185275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1185279.500000 Penalty: 2979.483643
	Iteration 74Q: 3 clusters Score -1185280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1185278.750000 Penalty: 2979.483643
	Iteration 75Q: 3 clusters Score -1185279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1185281.375000 Penalty: 2979.483643
	Iteration 76Q: 3 clusters Score -1185281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1185283.500000 Penalty: 2979.483643
	Iteration 77Q: 3 clusters Score -1185284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1185281.250000 Penalty: 2979.483643
	Iteration 78Q: 3 clusters Score -1185281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1185282.625000 Penalty: 2979.483643
	Iteration 79Q: 3 clusters Score -1185283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1185288.000000 Penalty: 2979.483643
	Iteration 80F: 3 clusters Score -1185288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1185291.750000 Penalty: 2979.483643
	Iteration 81Q: 3 clusters Score -1185292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1185296.125000 Penalty: 2979.483643
	Iteration 82Q: 3 clusters Score -1185296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1185299.625000 Penalty: 2979.483643
	Iteration 83Q: 3 clusters Score -1185300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1185306.000000 Penalty: 2979.483643
	Iteration 84Q: 3 clusters Score -1185306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1185311.375000 Penalty: 2979.483643
	Iteration 85Q: 3 clusters Score -1185311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1185314.750000 Penalty: 2979.483643
	Iteration 86Q: 3 clusters Score -1185315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1185314.625000 Penalty: 2979.483643
	Iteration 87Q: 3 clusters Score -1185315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1185320.875000 Penalty: 2979.483643
	Iteration 88Q: 3 clusters Score -1185321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1185325.125000 Penalty: 2979.483643
	Iteration 89Q: 3 clusters Score -1185325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1185327.375000 Penalty: 2979.483643
	Iteration 90Q: 3 clusters Score -1185327 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1185334.875000 Penalty: 2979.483643
	Iteration 91Q: 3 clusters Score -1185335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1185333.875000 Penalty: 2979.483643
	Iteration 92Q: 3 clusters Score -1185334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1185336.625000 Penalty: 2979.483643
	Iteration 93Q: 3 clusters Score -1185337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1185338.750000 Penalty: 2979.483643
	Iteration 94Q: 3 clusters Score -1185339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1185339.750000 Penalty: 2979.483643
	Iteration 95Q: 3 clusters Score -1185340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1185342.625000 Penalty: 2979.483643
	Iteration 96Q: 3 clusters Score -1185343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1185343.125000 Penalty: 2979.483643
	Iteration 97Q: 3 clusters Score -1185343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1185343.375000 Penalty: 2979.483643
	Iteration 98Q: 3 clusters Score -1185343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1185345.750000 Penalty: 2979.483643
	Iteration 99Q: 3 clusters Score -1185346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1185344.375000 Penalty: 2979.483643
	Iteration 100F: 3 clusters Score -1185344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1185346.875000 Penalty: 2979.483643
	Iteration 101Q: 3 clusters Score -1185347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1185347.875000 Penalty: 2979.483643
	Iteration 102Q: 3 clusters Score -1185348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1185346.000000 Penalty: 2979.483643
	Iteration 103Q: 3 clusters Score -1185346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1185347.125000 Penalty: 2979.483643
	Iteration 104Q: 3 clusters Score -1185347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1185346.875000 Penalty: 2979.483643
	Iteration 105Q: 3 clusters Score -1185347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1185347.875000 Penalty: 2979.483643
	Iteration 106Q: 3 clusters Score -1185348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1185348.250000 Penalty: 2979.483643
	Iteration 107Q: 3 clusters Score -1185348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1185349.375000 Penalty: 2979.483643
	Iteration 108Q: 3 clusters Score -1185349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1185350.250000 Penalty: 2979.483643
	Iteration 109Q: 3 clusters Score -1185350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1185350.250000 Penalty: 2979.483643
	Iteration 110F: 3 clusters Score -1185350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (80250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80250 members 
Entering Unmasked Estep 
Score: -9773355.000000 Penalty: 1835.096558
	Iteration 0F: 2 clusters Score -9773355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -9719696.000000 Penalty: 3670.193115
	Iteration 0F: 3 clusters Score -9719696 nChanged 38192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -9741796.000000 Penalty: 3670.193115
	Iteration 1F: 3 clusters Score -9741796 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -9742749.000000 Penalty: 3670.193115
	Iteration 2Q: 3 clusters Score -9742749 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -9744006.000000 Penalty: 3670.193115
	Iteration 3Q: 3 clusters Score -9744006 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
Score: -9745615.000000 Penalty: 3670.193115
	Iteration 4Q: 3 clusters Score -9745615 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -9747784.000000 Penalty: 3670.193115
	Iteration 5F: 3 clusters Score -9747784 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 51886 members 
Entering Unmasked Estep 
Score: -9750455.000000 Penalty: 3670.193115
	Iteration 6F: 3 clusters Score -9750455 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 55821 members 
Entering Unmasked Estep 
Score: -9753452.000000 Penalty: 3670.193115
	Iteration 7F: 3 clusters Score -9753452 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 60058 members 
Entering Unmasked Estep 
Score: -9756931.000000 Penalty: 3670.193115
	Iteration 8F: 3 clusters Score -9756931 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 64118 members 
Entering Unmasked Estep 
Score: -9760358.000000 Penalty: 3670.193115
	Iteration 9F: 3 clusters Score -9760358 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 67565 members 
Entering Unmasked Estep 
Score: -9763386.000000 Penalty: 3670.193115
	Iteration 10Q: 3 clusters Score -9763386 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 70218 members 
Entering Unmasked Estep 
Score: -9765453.000000 Penalty: 3670.193115
	Iteration 11Q: 3 clusters Score -9765453 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 72224 members 
Entering Unmasked Estep 
Score: -9766846.000000 Penalty: 3670.193115
	Iteration 12Q: 3 clusters Score -9766846 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 73844 members 
Entering Unmasked Estep 
Score: -9767898.000000 Penalty: 3670.193115
	Iteration 13Q: 3 clusters Score -9767898 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 75203 members 
Entering Unmasked Estep 
Score: -9768798.000000 Penalty: 3670.193115
	Iteration 14Q: 3 clusters Score -9768798 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 76351 members 
Entering Unmasked Estep 
Score: -9769561.000000 Penalty: 3670.193115
	Iteration 15Q: 3 clusters Score -9769561 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 77293 members 
Entering Unmasked Estep 
Score: -9770213.000000 Penalty: 3670.193115
	Iteration 16Q: 3 clusters Score -9770213 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 78014 members 
Entering Unmasked Estep 
Score: -9770706.000000 Penalty: 3670.193115
	Iteration 17Q: 3 clusters Score -9770706 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 78572 members 
Entering Unmasked Estep 
Score: -9771072.000000 Penalty: 3670.193115
	Iteration 18Q: 3 clusters Score -9771072 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 78949 members 
Entering Unmasked Estep 
Score: -9771384.000000 Penalty: 3670.193115
	Iteration 19Q: 3 clusters Score -9771384 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 79208 members 
Entering Unmasked Estep 
Score: -9771608.000000 Penalty: 3670.193115
	Iteration 20F: 3 clusters Score -9771608 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 79377 members 
Entering Unmasked Estep 
Score: -9771722.000000 Penalty: 3670.193115
	Iteration 21Q: 3 clusters Score -9771722 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 79490 members 
Entering Unmasked Estep 
Score: -9771795.000000 Penalty: 3670.193115
	Iteration 22Q: 3 clusters Score -9771795 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 79565 members 
Entering Unmasked Estep 
Score: -9771844.000000 Penalty: 3670.193115
	Iteration 23Q: 3 clusters Score -9771844 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 79607 members 
Entering Unmasked Estep 
Score: -9771881.000000 Penalty: 3670.193115
	Iteration 24Q: 3 clusters Score -9771881 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 79629 members 
Entering Unmasked Estep 
Score: -9771895.000000 Penalty: 3670.193115
	Iteration 25Q: 3 clusters Score -9771895 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 79655 members 
Entering Unmasked Estep 
Score: -9771907.000000 Penalty: 3670.193115
	Iteration 26Q: 3 clusters Score -9771907 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 79674 members 
Entering Unmasked Estep 
Score: -9771927.000000 Penalty: 3670.193115
	Iteration 27Q: 3 clusters Score -9771927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 79687 members 
Entering Unmasked Estep 
Score: -9771940.000000 Penalty: 3670.193115
	Iteration 28Q: 3 clusters Score -9771940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 79700 members 
Entering Unmasked Estep 
Score: -9771943.000000 Penalty: 3670.193115
	Iteration 29Q: 3 clusters Score -9771943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 79712 members 
Entering Unmasked Estep 
Score: -9771960.000000 Penalty: 3670.193115
	Iteration 30Q: 3 clusters Score -9771960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 79720 members 
Entering Unmasked Estep 
Score: -9771960.000000 Penalty: 3670.193115
	Iteration 31Q: 3 clusters Score -9771960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 79731 members 
Entering Unmasked Estep 
Score: -9771954.000000 Penalty: 3670.193115
	Iteration 32Q: 3 clusters Score -9771954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 79736 members 
Entering Unmasked Estep 
Score: -9771958.000000 Penalty: 3670.193115
	Iteration 33Q: 3 clusters Score -9771958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 79737 members 
Entering Unmasked Estep 
Score: -9771958.000000 Penalty: 3670.193115
	Iteration 34Q: 3 clusters Score -9771958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 79739 members 
Entering Unmasked Estep 
Score: -9771967.000000 Penalty: 3670.193115
	Iteration 35Q: 3 clusters Score -9771967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 79740 members 
Entering Unmasked Estep 
Score: -9771972.000000 Penalty: 3670.193115
	Iteration 36Q: 3 clusters Score -9771972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 79740 members 
Entering Unmasked Estep 
Score: -9771972.000000 Penalty: 3670.193115
	Iteration 37F: 3 clusters Score -9771972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (33925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Entering Unmasked Estep 
Score: -4227477.500000 Penalty: 1695.184937
	Iteration 0F: 2 clusters Score -4227478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -4204619.500000 Penalty: 3390.369873
	Iteration 0F: 3 clusters Score -4204620 nChanged 15693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -4213418.500000 Penalty: 3390.369873
	Iteration 1F: 3 clusters Score -4213418 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -4213849.500000 Penalty: 3390.369873
	Iteration 2Q: 3 clusters Score -4213850 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -4214282.500000 Penalty: 3390.369873
	Iteration 3Q: 3 clusters Score -4214282 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -4214873.500000 Penalty: 3390.369873
	Iteration 4Q: 3 clusters Score -4214874 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -4215578.000000 Penalty: 3390.369873
	Iteration 5Q: 3 clusters Score -4215578 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -4216574.500000 Penalty: 3390.369873
	Iteration 6F: 3 clusters Score -4216574 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -4217977.000000 Penalty: 3390.369873
	Iteration 7F: 3 clusters Score -4217977 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -4219720.500000 Penalty: 3390.369873
	Iteration 8F: 3 clusters Score -4219720 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -4221582.500000 Penalty: 3390.369873
	Iteration 9F: 3 clusters Score -4221582 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -4223221.000000 Penalty: 3390.369873
	Iteration 10F: 3 clusters Score -4223221 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -4224431.000000 Penalty: 3390.369873
	Iteration 11Q: 3 clusters Score -4224431 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -4225167.500000 Penalty: 3390.369873
	Iteration 12Q: 3 clusters Score -4225168 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -4225559.500000 Penalty: 3390.369873
	Iteration 13Q: 3 clusters Score -4225560 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -4225779.500000 Penalty: 3390.369873
	Iteration 14Q: 3 clusters Score -4225780 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -4225897.000000 Penalty: 3390.369873
	Iteration 15Q: 3 clusters Score -4225897 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -4225959.500000 Penalty: 3390.369873
	Iteration 16Q: 3 clusters Score -4225960 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -4225991.000000 Penalty: 3390.369873
	Iteration 17Q: 3 clusters Score -4225991 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -4226010.500000 Penalty: 3390.369873
	Iteration 18Q: 3 clusters Score -4226010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -4226034.000000 Penalty: 3390.369873
	Iteration 19Q: 3 clusters Score -4226034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -4226041.500000 Penalty: 3390.369873
	Iteration 20F: 3 clusters Score -4226042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -4226046.500000 Penalty: 3390.369873
	Iteration 21Q: 3 clusters Score -4226046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -4226059.000000 Penalty: 3390.369873
	Iteration 22Q: 3 clusters Score -4226059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -4226072.000000 Penalty: 3390.369873
	Iteration 23Q: 3 clusters Score -4226072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -4226079.500000 Penalty: 3390.369873
	Iteration 24Q: 3 clusters Score -4226080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -4226080.000000 Penalty: 3390.369873
	Iteration 25Q: 3 clusters Score -4226080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -4226083.500000 Penalty: 3390.369873
	Iteration 26Q: 3 clusters Score -4226084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -4226081.000000 Penalty: 3390.369873
	Iteration 27Q: 3 clusters Score -4226081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -4226082.500000 Penalty: 3390.369873
	Iteration 28Q: 3 clusters Score -4226082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -4226082.500000 Penalty: 3390.369873
	Iteration 29F: 3 clusters Score -4226082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -56356.937500 Penalty: 1023.877747
	Iteration 0F: 2 clusters Score -56356.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -55256.890625 Penalty: 2047.755493
	Iteration 0F: 3 clusters Score -55256.89 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55463.972656 Penalty: 2047.755493
	Iteration 1F: 3 clusters Score -55463.97 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55564.378906 Penalty: 2047.755493
	Iteration 2F: 3 clusters Score -55564.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55650.855469 Penalty: 2047.755493
	Iteration 3F: 3 clusters Score -55650.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55748.582031 Penalty: 2047.755493
	Iteration 4Q: 3 clusters Score -55748.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55869.812500 Penalty: 2047.755493
	Iteration 5Q: 3 clusters Score -55869.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -55943.742188 Penalty: 2047.755493
	Iteration 6Q: 3 clusters Score -55943.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -55986.714844 Penalty: 2047.755493
	Iteration 7Q: 3 clusters Score -55986.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56045.410156 Penalty: 2047.755493
	Iteration 8Q: 3 clusters Score -56045.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -56087.062500 Penalty: 2047.755493
	Iteration 9Q: 3 clusters Score -56087.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -56107.500000 Penalty: 2047.755493
	Iteration 10Q: 3 clusters Score -56107.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -56119.074219 Penalty: 2047.755493
	Iteration 11Q: 3 clusters Score -56119.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -56128.066406 Penalty: 2047.755493
	Iteration 12Q: 3 clusters Score -56128.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -56131.347656 Penalty: 2047.755493
	Iteration 13Q: 3 clusters Score -56131.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -56137.589844 Penalty: 2047.755493
	Iteration 14Q: 3 clusters Score -56137.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -56146.375000 Penalty: 2047.755493
	Iteration 15Q: 3 clusters Score -56146.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -56151.687500 Penalty: 2047.755493
	Iteration 16Q: 3 clusters Score -56151.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -56153.328125 Penalty: 2047.755493
	Iteration 17Q: 3 clusters Score -56153.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -56153.328125 Penalty: 2047.755493
	Iteration 18F: 3 clusters Score -56153.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Entering Unmasked Estep 
Score: -613642.812500 Penalty: 1377.410278
	Iteration 0F: 2 clusters Score -613642.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -609805.125000 Penalty: 2754.820557
	Iteration 0F: 3 clusters Score -609805.1 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -610876.562500 Penalty: 2754.820557
	Iteration 1F: 3 clusters Score -610876.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -611051.625000 Penalty: 2754.820557
	Iteration 2F: 3 clusters Score -611051.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -611166.500000 Penalty: 2754.820557
	Iteration 3Q: 3 clusters Score -611166.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -611266.062500 Penalty: 2754.820557
	Iteration 4Q: 3 clusters Score -611266.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -611351.687500 Penalty: 2754.820557
	Iteration 5Q: 3 clusters Score -611351.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -611415.687500 Penalty: 2754.820557
	Iteration 6Q: 3 clusters Score -611415.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -611489.875000 Penalty: 2754.820557
	Iteration 7Q: 3 clusters Score -611489.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -611580.187500 Penalty: 2754.820557
	Iteration 8Q: 3 clusters Score -611580.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -611698.125000 Penalty: 2754.820557
	Iteration 9Q: 3 clusters Score -611698.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -611824.250000 Penalty: 2754.820557
	Iteration 10Q: 3 clusters Score -611824.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -611928.187500 Penalty: 2754.820557
	Iteration 11Q: 3 clusters Score -611928.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -612005.312500 Penalty: 2754.820557
	Iteration 12Q: 3 clusters Score -612005.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -612052.312500 Penalty: 2754.820557
	Iteration 13Q: 3 clusters Score -612052.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -612080.687500 Penalty: 2754.820557
	Iteration 14Q: 3 clusters Score -612080.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -612099.000000 Penalty: 2754.820557
	Iteration 15Q: 3 clusters Score -612099 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -612110.000000 Penalty: 2754.820557
	Iteration 16Q: 3 clusters Score -612110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -612118.750000 Penalty: 2754.820557
	Iteration 17Q: 3 clusters Score -612118.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -612123.562500 Penalty: 2754.820557
	Iteration 18Q: 3 clusters Score -612123.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -612126.875000 Penalty: 2754.820557
	Iteration 19Q: 3 clusters Score -612126.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -612130.875000 Penalty: 2754.820557
	Iteration 20F: 3 clusters Score -612130.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -612137.000000 Penalty: 2754.820557
	Iteration 21Q: 3 clusters Score -612137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -612144.750000 Penalty: 2754.820557
	Iteration 22Q: 3 clusters Score -612144.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -612153.000000 Penalty: 2754.820557
	Iteration 23Q: 3 clusters Score -612153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -612158.687500 Penalty: 2754.820557
	Iteration 24Q: 3 clusters Score -612158.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -612163.812500 Penalty: 2754.820557
	Iteration 25Q: 3 clusters Score -612163.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -612168.125000 Penalty: 2754.820557
	Iteration 26Q: 3 clusters Score -612168.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -612169.937500 Penalty: 2754.820557
	Iteration 27Q: 3 clusters Score -612169.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -612172.187500 Penalty: 2754.820557
	Iteration 28Q: 3 clusters Score -612172.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -612171.875000 Penalty: 2754.820557
	Iteration 29Q: 3 clusters Score -612171.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -612171.875000 Penalty: 2754.820557
	Iteration 30Q: 3 clusters Score -612171.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -612171.875000 Penalty: 2754.820557
	Iteration 31F: 3 clusters Score -612171.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Entering Unmasked Estep 
Score: -210976.671875 Penalty: 1212.423096
	Iteration 0F: 2 clusters Score -210976.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -209063.562500 Penalty: 2424.846191
	Iteration 0F: 3 clusters Score -209063.6 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -209500.765625 Penalty: 2424.846191
	Iteration 1F: 3 clusters Score -209500.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -209613.000000 Penalty: 2424.846191
	Iteration 2F: 3 clusters Score -209613 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -209708.750000 Penalty: 2424.846191
	Iteration 3F: 3 clusters Score -209708.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -209799.812500 Penalty: 2424.846191
	Iteration 4Q: 3 clusters Score -209799.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -210009.078125 Penalty: 2424.846191
	Iteration 5Q: 3 clusters Score -210009.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -210124.875000 Penalty: 2424.846191
	Iteration 6Q: 3 clusters Score -210124.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -210200.515625 Penalty: 2424.846191
	Iteration 7Q: 3 clusters Score -210200.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -210286.437500 Penalty: 2424.846191
	Iteration 8Q: 3 clusters Score -210286.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -210368.375000 Penalty: 2424.846191
	Iteration 9Q: 3 clusters Score -210368.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -210445.953125 Penalty: 2424.846191
	Iteration 10Q: 3 clusters Score -210446 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -210544.359375 Penalty: 2424.846191
	Iteration 11Q: 3 clusters Score -210544.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -210704.093750 Penalty: 2424.846191
	Iteration 12Q: 3 clusters Score -210704.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -210892.375000 Penalty: 2424.846191
	Iteration 13Q: 3 clusters Score -210892.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -210953.062500 Penalty: 2424.846191
	Iteration 14Q: 3 clusters Score -210953.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -210988.421875 Penalty: 2424.846191
	Iteration 15Q: 3 clusters Score -210988.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -211005.875000 Penalty: 2424.846191
	Iteration 16Q: 3 clusters Score -211005.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -211018.375000 Penalty: 2424.846191
	Iteration 17Q: 3 clusters Score -211018.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -211024.140625 Penalty: 2424.846191
	Iteration 18Q: 3 clusters Score -211024.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -211026.859375 Penalty: 2424.846191
	Iteration 19Q: 3 clusters Score -211026.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -211028.296875 Penalty: 2424.846191
	Iteration 20F: 3 clusters Score -211028.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -211029.015625 Penalty: 2424.846191
	Iteration 21Q: 3 clusters Score -211029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -211029.343750 Penalty: 2424.846191
	Iteration 22Q: 3 clusters Score -211029.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -211029.921875 Penalty: 2424.846191
	Iteration 23Q: 3 clusters Score -211029.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -211029.921875 Penalty: 2424.846191
	Iteration 24F: 3 clusters Score -211029.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 92777 members 
Mstep: Class 3 contains 7145 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 53616 members 
Mstep: Class 6 contains 9587 members 
Mstep: Class 7 contains 5244 members 
Mstep: Class 8 contains 1759 members 
Mstep: Class 9 contains 6857 members 
Mstep: Class 10 contains 102405 members 
Mstep: Class 11 contains 9455 members 
Mstep: Class 12 contains 109556 members 
Mstep: Class 13 contains 14699 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6901 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 24974 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5911 members 
Mstep: Class 20 contains 2943 members 
Mstep: Class 21 contains 51083 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4934 members 
Mstep: Class 24 contains 9582 members 
Mstep: Class 25 contains 80250 members 
Mstep: Class 26 contains 33925 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4800 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 2913 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3859 members 
Mstep: Class 34 contains 1366 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6360 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99265 members 
Mstep: Class 42 contains 8056 members 
Mstep: Class 43 contains 22884 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106960 members 
Mstep: Class 46 contains 1083 members 
Entering Unmasked Estep 
Score: -111781232.000000 Penalty: 102634.984375
Splitting cluster 29 changes total score from -111782032.000000 to -111781232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (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: -345428.781250 Penalty: 1296.252563
	Iteration 0F: 2 clusters Score -345428.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -342795.531250 Penalty: 2592.505127
	Iteration 0F: 3 clusters Score -342795.5 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -343462.562500 Penalty: 2592.505127
	Iteration 1F: 3 clusters Score -343462.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -343596.937500 Penalty: 2592.505127
	Iteration 2F: 3 clusters Score -343596.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -343670.843750 Penalty: 2592.505127
	Iteration 3Q: 3 clusters Score -343670.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -343735.500000 Penalty: 2592.505127
	Iteration 4Q: 3 clusters Score -343735.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -343786.187500 Penalty: 2592.505127
	Iteration 5Q: 3 clusters Score -343786.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -343826.750000 Penalty: 2592.505127
	Iteration 6Q: 3 clusters Score -343826.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -343857.281250 Penalty: 2592.505127
	Iteration 7Q: 3 clusters Score -343857.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -343887.250000 Penalty: 2592.505127
	Iteration 8Q: 3 clusters Score -343887.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -343912.187500 Penalty: 2592.505127
	Iteration 9Q: 3 clusters Score -343912.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -343934.062500 Penalty: 2592.505127
	Iteration 10Q: 3 clusters Score -343934.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -343952.093750 Penalty: 2592.505127
	Iteration 11Q: 3 clusters Score -343952.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -343971.625000 Penalty: 2592.505127
	Iteration 12Q: 3 clusters Score -343971.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -343984.718750 Penalty: 2592.505127
	Iteration 13Q: 3 clusters Score -343984.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -344004.968750 Penalty: 2592.505127
	Iteration 14Q: 3 clusters Score -344005 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -344022.843750 Penalty: 2592.505127
	Iteration 15Q: 3 clusters Score -344022.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -344039.218750 Penalty: 2592.505127
	Iteration 16Q: 3 clusters Score -344039.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -344052.031250 Penalty: 2592.505127
	Iteration 17Q: 3 clusters Score -344052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -344063.031250 Penalty: 2592.505127
	Iteration 18Q: 3 clusters Score -344063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -344074.250000 Penalty: 2592.505127
	Iteration 19Q: 3 clusters Score -344074.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -344094.093750 Penalty: 2592.505127
	Iteration 20F: 3 clusters Score -344094.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -344136.437500 Penalty: 2592.505127
	Iteration 21Q: 3 clusters Score -344136.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -344194.000000 Penalty: 2592.505127
	Iteration 22Q: 3 clusters Score -344194 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -344249.968750 Penalty: 2592.505127
	Iteration 23Q: 3 clusters Score -344250 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -344318.281250 Penalty: 2592.505127
	Iteration 24Q: 3 clusters Score -344318.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -344395.093750 Penalty: 2592.505127
	Iteration 25Q: 3 clusters Score -344395.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -344458.156250 Penalty: 2592.505127
	Iteration 26Q: 3 clusters Score -344458.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -344506.406250 Penalty: 2592.505127
	Iteration 27Q: 3 clusters Score -344506.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -344552.812500 Penalty: 2592.505127
	Iteration 28Q: 3 clusters Score -344552.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -344596.562500 Penalty: 2592.505127
	Iteration 29Q: 3 clusters Score -344596.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -344636.937500 Penalty: 2592.505127
	Iteration 30Q: 3 clusters Score -344636.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -344667.562500 Penalty: 2592.505127
	Iteration 31Q: 3 clusters Score -344667.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -344687.531250 Penalty: 2592.505127
	Iteration 32Q: 3 clusters Score -344687.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -344698.593750 Penalty: 2592.505127
	Iteration 33Q: 3 clusters Score -344698.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -344703.781250 Penalty: 2592.505127
	Iteration 34Q: 3 clusters Score -344703.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -344707.437500 Penalty: 2592.505127
	Iteration 35Q: 3 clusters Score -344707.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -344709.187500 Penalty: 2592.505127
	Iteration 36Q: 3 clusters Score -344709.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -344711.875000 Penalty: 2592.505127
	Iteration 37Q: 3 clusters Score -344711.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -344712.187500 Penalty: 2592.505127
	Iteration 38Q: 3 clusters Score -344712.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -344712.187500 Penalty: 2592.505127
	Iteration 39F: 3 clusters Score -344712.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Entering Unmasked Estep 
Score: -562468.812500 Penalty: 1367.571533
	Iteration 0F: 2 clusters Score -562468.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -558721.625000 Penalty: 2735.143066
	Iteration 0F: 3 clusters Score -558721.6 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -559775.875000 Penalty: 2735.143066
	Iteration 1F: 3 clusters Score -559775.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -559993.812500 Penalty: 2735.143066
	Iteration 2F: 3 clusters Score -559993.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -560146.625000 Penalty: 2735.143066
	Iteration 3F: 3 clusters Score -560146.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -560268.250000 Penalty: 2735.143066
	Iteration 4Q: 3 clusters Score -560268.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -560370.687500 Penalty: 2735.143066
	Iteration 5Q: 3 clusters Score -560370.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -560457.125000 Penalty: 2735.143066
	Iteration 6Q: 3 clusters Score -560457.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -560548.000000 Penalty: 2735.143066
	Iteration 7Q: 3 clusters Score -560548 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -560626.687500 Penalty: 2735.143066
	Iteration 8Q: 3 clusters Score -560626.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -560701.937500 Penalty: 2735.143066
	Iteration 9Q: 3 clusters Score -560701.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -560760.375000 Penalty: 2735.143066
	Iteration 10Q: 3 clusters Score -560760.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -560819.687500 Penalty: 2735.143066
	Iteration 11Q: 3 clusters Score -560819.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -560872.187500 Penalty: 2735.143066
	Iteration 12Q: 3 clusters Score -560872.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -560930.000000 Penalty: 2735.143066
	Iteration 13Q: 3 clusters Score -560930 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -560995.937500 Penalty: 2735.143066
	Iteration 14Q: 3 clusters Score -560995.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -561046.875000 Penalty: 2735.143066
	Iteration 15Q: 3 clusters Score -561046.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -561100.187500 Penalty: 2735.143066
	Iteration 16Q: 3 clusters Score -561100.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -561142.562500 Penalty: 2735.143066
	Iteration 17Q: 3 clusters Score -561142.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -561175.500000 Penalty: 2735.143066
	Iteration 18Q: 3 clusters Score -561175.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -561202.562500 Penalty: 2735.143066
	Iteration 19Q: 3 clusters Score -561202.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -561224.687500 Penalty: 2735.143066
	Iteration 20F: 3 clusters Score -561224.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -561248.812500 Penalty: 2735.143066
	Iteration 21Q: 3 clusters Score -561248.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -561267.937500 Penalty: 2735.143066
	Iteration 22Q: 3 clusters Score -561267.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -561281.187500 Penalty: 2735.143066
	Iteration 23Q: 3 clusters Score -561281.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -561294.312500 Penalty: 2735.143066
	Iteration 24Q: 3 clusters Score -561294.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -561299.687500 Penalty: 2735.143066
	Iteration 25Q: 3 clusters Score -561299.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -561306.937500 Penalty: 2735.143066
	Iteration 26Q: 3 clusters Score -561306.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -561311.875000 Penalty: 2735.143066
	Iteration 27Q: 3 clusters Score -561311.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -561316.000000 Penalty: 2735.143066
	Iteration 28Q: 3 clusters Score -561316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -561322.187500 Penalty: 2735.143066
	Iteration 29Q: 3 clusters Score -561322.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -561328.062500 Penalty: 2735.143066
	Iteration 30Q: 3 clusters Score -561328.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -561331.125000 Penalty: 2735.143066
	Iteration 31Q: 3 clusters Score -561331.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -561331.312500 Penalty: 2735.143066
	Iteration 32Q: 3 clusters Score -561331.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -561332.812500 Penalty: 2735.143066
	Iteration 33Q: 3 clusters Score -561332.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -561333.625000 Penalty: 2735.143066
	Iteration 34Q: 3 clusters Score -561333.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -561334.875000 Penalty: 2735.143066
	Iteration 35Q: 3 clusters Score -561334.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -561336.062500 Penalty: 2735.143066
	Iteration 36Q: 3 clusters Score -561336.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -561335.812500 Penalty: 2735.143066
	Iteration 37Q: 3 clusters Score -561335.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -561335.812500 Penalty: 2735.143066
	Iteration 38F: 3 clusters Score -561335.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -20143.847656 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -20143.85 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 166 members 
Entering Unmasked Estep 
Score: -19395.494141 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -19395.49 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19655.275391 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -19655.28 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19785.941406 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -19785.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -19941.496094 Penalty: 1863.335938
	Iteration 3F: 3 clusters Score -19941.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -20077.562500 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -20077.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -20095.046875 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -20095.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20106.296875 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -20106.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -20112.175781 Penalty: 1863.335938
	Iteration 7Q: 3 clusters Score -20112.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -20148.560547 Penalty: 1863.335938
	Iteration 8Q: 3 clusters Score -20148.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20181.335938 Penalty: 1863.335938
	Iteration 9Q: 3 clusters Score -20181.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20195.039062 Penalty: 1863.335938
	Iteration 10Q: 3 clusters Score -20195.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20206.791016 Penalty: 1863.335938
	Iteration 11Q: 3 clusters Score -20206.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20208.199219 Penalty: 1863.335938
	Iteration 12Q: 3 clusters Score -20208.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20210.734375 Penalty: 1863.335938
	Iteration 13Q: 3 clusters Score -20210.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20211.796875 Penalty: 1863.335938
	Iteration 14Q: 3 clusters Score -20211.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20211.796875 Penalty: 1863.335938
	Iteration 15F: 3 clusters Score -20211.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 92777 members 
Mstep: Class 3 contains 7145 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 53616 members 
Mstep: Class 6 contains 9587 members 
Mstep: Class 7 contains 5244 members 
Mstep: Class 8 contains 1759 members 
Mstep: Class 9 contains 6857 members 
Mstep: Class 10 contains 102405 members 
Mstep: Class 11 contains 9455 members 
Mstep: Class 12 contains 109556 members 
Mstep: Class 13 contains 14699 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6901 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 24974 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5911 members 
Mstep: Class 20 contains 2943 members 
Mstep: Class 21 contains 51083 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4934 members 
Mstep: Class 24 contains 9582 members 
Mstep: Class 25 contains 80250 members 
Mstep: Class 26 contains 33925 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4800 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 2913 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 157 members 
Mstep: Class 33 contains 3859 members 
Mstep: Class 34 contains 1366 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6360 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99265 members 
Mstep: Class 42 contains 8056 members 
Mstep: Class 43 contains 22884 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106960 members 
Mstep: Class 46 contains 152 members 
Entering Unmasked Estep 
Score: -111780968.000000 Penalty: 102634.984375
Splitting cluster 32 changes total score from -111782032.000000 to -111780968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (3859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Entering Unmasked Estep 
Score: -438453.437500 Penalty: 1341.951538
	Iteration 0F: 2 clusters Score -438453.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -435251.750000 Penalty: 2683.903076
	Iteration 0F: 3 clusters Score -435251.8 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -436347.625000 Penalty: 2683.903076
	Iteration 1F: 3 clusters Score -436347.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -436743.843750 Penalty: 2683.903076
	Iteration 2F: 3 clusters Score -436743.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -437201.000000 Penalty: 2683.903076
	Iteration 3F: 3 clusters Score -437201 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -437657.625000 Penalty: 2683.903076
	Iteration 4F: 3 clusters Score -437657.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -437978.812500 Penalty: 2683.903076
	Iteration 5F: 3 clusters Score -437978.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -438117.156250 Penalty: 2683.903076
	Iteration 6Q: 3 clusters Score -438117.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -438177.968750 Penalty: 2683.903076
	Iteration 7Q: 3 clusters Score -438178 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -438207.875000 Penalty: 2683.903076
	Iteration 8Q: 3 clusters Score -438207.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -438224.937500 Penalty: 2683.903076
	Iteration 9Q: 3 clusters Score -438224.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -438238.625000 Penalty: 2683.903076
	Iteration 10Q: 3 clusters Score -438238.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -438254.187500 Penalty: 2683.903076
	Iteration 11Q: 3 clusters Score -438254.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -438267.406250 Penalty: 2683.903076
	Iteration 12Q: 3 clusters Score -438267.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -438270.812500 Penalty: 2683.903076
	Iteration 13Q: 3 clusters Score -438270.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -438274.593750 Penalty: 2683.903076
	Iteration 14Q: 3 clusters Score -438274.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -438276.593750 Penalty: 2683.903076
	Iteration 15Q: 3 clusters Score -438276.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -438280.812500 Penalty: 2683.903076
	Iteration 16Q: 3 clusters Score -438280.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -438281.281250 Penalty: 2683.903076
	Iteration 17Q: 3 clusters Score -438281.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -438281.625000 Penalty: 2683.903076
	Iteration 18Q: 3 clusters Score -438281.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -438282.906250 Penalty: 2683.903076
	Iteration 19Q: 3 clusters Score -438282.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -438283.343750 Penalty: 2683.903076
	Iteration 20F: 3 clusters Score -438283.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -438285.125000 Penalty: 2683.903076
	Iteration 21Q: 3 clusters Score -438285.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -438285.125000 Penalty: 2683.903076
	Iteration 22F: 3 clusters Score -438285.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Entering Unmasked Estep 
Score: -166325.671875 Penalty: 1173.191895
	Iteration 0F: 2 clusters Score -166325.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -164625.843750 Penalty: 2346.383789
	Iteration 0F: 3 clusters Score -164625.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -165030.921875 Penalty: 2346.383789
	Iteration 1F: 3 clusters Score -165030.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -165289.109375 Penalty: 2346.383789
	Iteration 2F: 3 clusters Score -165289.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -165533.578125 Penalty: 2346.383789
	Iteration 3F: 3 clusters Score -165533.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -165723.640625 Penalty: 2346.383789
	Iteration 4F: 3 clusters Score -165723.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -165920.187500 Penalty: 2346.383789
	Iteration 5F: 3 clusters Score -165920.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -166124.546875 Penalty: 2346.383789
	Iteration 6F: 3 clusters Score -166124.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -166291.484375 Penalty: 2346.383789
	Iteration 7Q: 3 clusters Score -166291.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -166399.156250 Penalty: 2346.383789
	Iteration 8Q: 3 clusters Score -166399.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -166467.812500 Penalty: 2346.383789
	Iteration 9Q: 3 clusters Score -166467.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -166500.687500 Penalty: 2346.383789
	Iteration 10Q: 3 clusters Score -166500.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -166510.812500 Penalty: 2346.383789
	Iteration 11Q: 3 clusters Score -166510.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -166515.437500 Penalty: 2346.383789
	Iteration 12Q: 3 clusters Score -166515.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -166518.140625 Penalty: 2346.383789
	Iteration 13Q: 3 clusters Score -166518.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -166518.796875 Penalty: 2346.383789
	Iteration 14Q: 3 clusters Score -166518.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -166519.546875 Penalty: 2346.383789
	Iteration 15Q: 3 clusters Score -166519.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -166519.546875 Penalty: 2346.383789
	Iteration 16F: 3 clusters Score -166519.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 92777 members 
Mstep: Class 3 contains 7145 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 53616 members 
Mstep: Class 6 contains 9587 members 
Mstep: Class 7 contains 5244 members 
Mstep: Class 8 contains 1759 members 
Mstep: Class 9 contains 6857 members 
Mstep: Class 10 contains 102405 members 
Mstep: Class 11 contains 9455 members 
Mstep: Class 12 contains 109556 members 
Mstep: Class 13 contains 14699 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6901 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 24974 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5911 members 
Mstep: Class 20 contains 2943 members 
Mstep: Class 21 contains 51083 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4934 members 
Mstep: Class 24 contains 9582 members 
Mstep: Class 25 contains 80250 members 
Mstep: Class 26 contains 33925 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4800 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 2913 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3859 members 
Mstep: Class 34 contains 866 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6360 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99265 members 
Mstep: Class 42 contains 8056 members 
Mstep: Class 43 contains 22884 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106960 members 
Mstep: Class 46 contains 500 members 
Entering Unmasked Estep 
Score: -111781360.000000 Penalty: 102634.984375
Splitting cluster 34 changes total score from -111782032.000000 to -111781360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -17242.093750 Penalty: 895.275635
	Iteration 0F: 2 clusters Score -17242.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16525.992188 Penalty: 1790.551270
	Iteration 0F: 3 clusters Score -16525.99 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16693.968750 Penalty: 1790.551270
	Iteration 1F: 3 clusters Score -16693.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16765.361328 Penalty: 1790.551270
	Iteration 2F: 3 clusters Score -16765.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16788.576172 Penalty: 1790.551270
	Iteration 3Q: 3 clusters Score -16788.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16807.453125 Penalty: 1790.551270
	Iteration 4Q: 3 clusters Score -16807.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16863.261719 Penalty: 1790.551270
	Iteration 5Q: 3 clusters Score -16863.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16951.560547 Penalty: 1790.551270
	Iteration 6Q: 3 clusters Score -16951.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17011.878906 Penalty: 1790.551270
	Iteration 7Q: 3 clusters Score -17011.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -17026.277344 Penalty: 1790.551270
	Iteration 8Q: 3 clusters Score -17026.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -17028.867188 Penalty: 1790.551270
	Iteration 9Q: 3 clusters Score -17028.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -17036.976562 Penalty: 1790.551270
	Iteration 10Q: 3 clusters Score -17036.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -17071.416016 Penalty: 1790.551270
	Iteration 11Q: 3 clusters Score -17071.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -17072.976562 Penalty: 1790.551270
	Iteration 12Q: 3 clusters Score -17072.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17081.230469 Penalty: 1790.551270
	Iteration 13Q: 3 clusters Score -17081.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17083.121094 Penalty: 1790.551270
	Iteration 14Q: 3 clusters Score -17083.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17085.667969 Penalty: 1790.551270
	Iteration 15Q: 3 clusters Score -17085.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17086.539062 Penalty: 1790.551270
	Iteration 16Q: 3 clusters Score -17086.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17086.539062 Penalty: 1790.551270
	Iteration 17F: 3 clusters Score -17086.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -64137.296875 Penalty: 1053.753296
	Iteration 0F: 2 clusters Score -64137.3 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 315 members 
Entering Unmasked Estep 
Score: -62976.492188 Penalty: 2107.506592
	Iteration 0F: 3 clusters Score -62976.49 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -63315.343750 Penalty: 2107.506592
	Iteration 1F: 3 clusters Score -63315.34 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -63519.667969 Penalty: 2107.506592
	Iteration 2F: 3 clusters Score -63519.67 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -63669.425781 Penalty: 2107.506592
	Iteration 3F: 3 clusters Score -63669.43 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -63756.992188 Penalty: 2107.506592
	Iteration 4F: 3 clusters Score -63756.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -63806.066406 Penalty: 2107.506592
	Iteration 5Q: 3 clusters Score -63806.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -63852.304688 Penalty: 2107.506592
	Iteration 6Q: 3 clusters Score -63852.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -63872.464844 Penalty: 2107.506592
	Iteration 7Q: 3 clusters Score -63872.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -63885.273438 Penalty: 2107.506592
	Iteration 8Q: 3 clusters Score -63885.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -63887.839844 Penalty: 2107.506592
	Iteration 9Q: 3 clusters Score -63887.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -63890.285156 Penalty: 2107.506592
	Iteration 10Q: 3 clusters Score -63890.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -63890.285156 Penalty: 2107.506592
	Iteration 11F: 3 clusters Score -63890.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -95910.398438 Penalty: 1080.880371
	Iteration 0F: 2 clusters Score -95910.4 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 403 members 
Entering Unmasked Estep 
Score: -94627.023438 Penalty: 2161.760742
	Iteration 0F: 3 clusters Score -94627.02 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -94831.726562 Penalty: 2161.760742
	Iteration 1F: 3 clusters Score -94831.73 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -94887.359375 Penalty: 2161.760742
	Iteration 2F: 3 clusters Score -94887.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -94905.695312 Penalty: 2161.760742
	Iteration 3Q: 3 clusters Score -94905.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -94910.570312 Penalty: 2161.760742
	Iteration 4Q: 3 clusters Score -94910.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -94914.726562 Penalty: 2161.760742
	Iteration 5Q: 3 clusters Score -94914.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -94916.773438 Penalty: 2161.760742
	Iteration 6Q: 3 clusters Score -94916.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -94917.156250 Penalty: 2161.760742
	Iteration 7Q: 3 clusters Score -94917.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -94917.156250 Penalty: 2161.760742
	Iteration 8F: 3 clusters Score -94917.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -66658.351562 Penalty: 1061.740601
	Iteration 0F: 2 clusters Score -66658.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -65462.714844 Penalty: 2123.481201
	Iteration 0F: 3 clusters Score -65462.71 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -65804.742188 Penalty: 2123.481201
	Iteration 1F: 3 clusters Score -65804.74 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -66012.859375 Penalty: 2123.481201
	Iteration 2F: 3 clusters Score -66012.86 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -66084.351562 Penalty: 2123.481201
	Iteration 3F: 3 clusters Score -66084.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -66111.023438 Penalty: 2123.481201
	Iteration 4Q: 3 clusters Score -66111.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -66151.476562 Penalty: 2123.481201
	Iteration 5Q: 3 clusters Score -66151.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -66188.718750 Penalty: 2123.481201
	Iteration 6Q: 3 clusters Score -66188.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -66213.429688 Penalty: 2123.481201
	Iteration 7Q: 3 clusters Score -66213.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -66229.960938 Penalty: 2123.481201
	Iteration 8Q: 3 clusters Score -66229.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -66247.593750 Penalty: 2123.481201
	Iteration 9Q: 3 clusters Score -66247.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -66268.781250 Penalty: 2123.481201
	Iteration 10Q: 3 clusters Score -66268.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -66281.492188 Penalty: 2123.481201
	Iteration 11Q: 3 clusters Score -66281.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -66293.554688 Penalty: 2123.481201
	Iteration 12Q: 3 clusters Score -66293.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -66294.375000 Penalty: 2123.481201
	Iteration 13Q: 3 clusters Score -66294.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -66295.750000 Penalty: 2123.481201
	Iteration 14Q: 3 clusters Score -66295.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -66295.750000 Penalty: 2123.481201
	Iteration 15F: 3 clusters Score -66295.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Entering Unmasked Estep 
Score: -744436.687500 Penalty: 1423.139893
	Iteration 0F: 2 clusters Score -744436.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -739629.500000 Penalty: 2846.279785
	Iteration 0F: 3 clusters Score -739629.5 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -741246.375000 Penalty: 2846.279785
	Iteration 1F: 3 clusters Score -741246.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -741684.625000 Penalty: 2846.279785
	Iteration 2F: 3 clusters Score -741684.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -742181.500000 Penalty: 2846.279785
	Iteration 3F: 3 clusters Score -742181.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -742633.500000 Penalty: 2846.279785
	Iteration 4F: 3 clusters Score -742633.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -743019.125000 Penalty: 2846.279785
	Iteration 5F: 3 clusters Score -743019.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -743345.812500 Penalty: 2846.279785
	Iteration 6F: 3 clusters Score -743345.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -743547.062500 Penalty: 2846.279785
	Iteration 7Q: 3 clusters Score -743547.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -743652.187500 Penalty: 2846.279785
	Iteration 8Q: 3 clusters Score -743652.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -743727.812500 Penalty: 2846.279785
	Iteration 9Q: 3 clusters Score -743727.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -743780.625000 Penalty: 2846.279785
	Iteration 10Q: 3 clusters Score -743780.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -743845.812500 Penalty: 2846.279785
	Iteration 11Q: 3 clusters Score -743845.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -743912.812500 Penalty: 2846.279785
	Iteration 12Q: 3 clusters Score -743912.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -743964.000000 Penalty: 2846.279785
	Iteration 13Q: 3 clusters Score -743964 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -744001.062500 Penalty: 2846.279785
	Iteration 14Q: 3 clusters Score -744001.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -744024.312500 Penalty: 2846.279785
	Iteration 15Q: 3 clusters Score -744024.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -744044.812500 Penalty: 2846.279785
	Iteration 16Q: 3 clusters Score -744044.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -744069.062500 Penalty: 2846.279785
	Iteration 17Q: 3 clusters Score -744069.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -744106.562500 Penalty: 2846.279785
	Iteration 18Q: 3 clusters Score -744106.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -744136.937500 Penalty: 2846.279785
	Iteration 19Q: 3 clusters Score -744136.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -744181.875000 Penalty: 2846.279785
	Iteration 20F: 3 clusters Score -744181.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -744224.062500 Penalty: 2846.279785
	Iteration 21Q: 3 clusters Score -744224.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -744276.000000 Penalty: 2846.279785
	Iteration 22Q: 3 clusters Score -744276 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -744323.625000 Penalty: 2846.279785
	Iteration 23Q: 3 clusters Score -744323.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -744360.125000 Penalty: 2846.279785
	Iteration 24Q: 3 clusters Score -744360.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -744389.000000 Penalty: 2846.279785
	Iteration 25Q: 3 clusters Score -744389 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -744417.750000 Penalty: 2846.279785
	Iteration 26Q: 3 clusters Score -744417.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -744446.187500 Penalty: 2846.279785
	Iteration 27Q: 3 clusters Score -744446.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -744471.500000 Penalty: 2846.279785
	Iteration 28Q: 3 clusters Score -744471.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -744506.187500 Penalty: 2846.279785
	Iteration 29Q: 3 clusters Score -744506.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -744548.062500 Penalty: 2846.279785
	Iteration 30Q: 3 clusters Score -744548.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -744578.687500 Penalty: 2846.279785
	Iteration 31Q: 3 clusters Score -744578.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -744608.875000 Penalty: 2846.279785
	Iteration 32Q: 3 clusters Score -744608.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -744635.812500 Penalty: 2846.279785
	Iteration 33Q: 3 clusters Score -744635.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -744665.437500 Penalty: 2846.279785
	Iteration 34Q: 3 clusters Score -744665.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -744701.937500 Penalty: 2846.279785
	Iteration 35Q: 3 clusters Score -744701.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -744731.000000 Penalty: 2846.279785
	Iteration 36Q: 3 clusters Score -744731 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -744749.437500 Penalty: 2846.279785
	Iteration 37Q: 3 clusters Score -744749.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -744779.625000 Penalty: 2846.279785
	Iteration 38Q: 3 clusters Score -744779.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -744841.375000 Penalty: 2846.279785
	Iteration 39Q: 3 clusters Score -744841.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -744925.500000 Penalty: 2846.279785
	Iteration 40F: 3 clusters Score -744925.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -744971.937500 Penalty: 2846.279785
	Iteration 41Q: 3 clusters Score -744971.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -745005.062500 Penalty: 2846.279785
	Iteration 42Q: 3 clusters Score -745005.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -745025.250000 Penalty: 2846.279785
	Iteration 43Q: 3 clusters Score -745025.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -745035.625000 Penalty: 2846.279785
	Iteration 44Q: 3 clusters Score -745035.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -745040.937500 Penalty: 2846.279785
	Iteration 45Q: 3 clusters Score -745040.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -745044.312500 Penalty: 2846.279785
	Iteration 46Q: 3 clusters Score -745044.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -745046.062500 Penalty: 2846.279785
	Iteration 47Q: 3 clusters Score -745046.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -745050.312500 Penalty: 2846.279785
	Iteration 48Q: 3 clusters Score -745050.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -745050.937500 Penalty: 2846.279785
	Iteration 49Q: 3 clusters Score -745050.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -745050.687500 Penalty: 2846.279785
	Iteration 50Q: 3 clusters Score -745050.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -745050.875000 Penalty: 2846.279785
	Iteration 51Q: 3 clusters Score -745050.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -745053.625000 Penalty: 2846.279785
	Iteration 52Q: 3 clusters Score -745053.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -745053.625000 Penalty: 2846.279785
	Iteration 53F: 3 clusters Score -745053.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 92777 members 
Mstep: Class 3 contains 7145 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 53616 members 
Mstep: Class 6 contains 9587 members 
Mstep: Class 7 contains 5244 members 
Mstep: Class 8 contains 1759 members 
Mstep: Class 9 contains 6857 members 
Mstep: Class 10 contains 102405 members 
Mstep: Class 11 contains 9455 members 
Mstep: Class 12 contains 109556 members 
Mstep: Class 13 contains 14699 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6901 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 24974 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5911 members 
Mstep: Class 20 contains 2943 members 
Mstep: Class 21 contains 51083 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4934 members 
Mstep: Class 24 contains 9582 members 
Mstep: Class 25 contains 80250 members 
Mstep: Class 26 contains 33925 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4800 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 2913 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3859 members 
Mstep: Class 34 contains 1366 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 1001 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99265 members 
Mstep: Class 42 contains 8056 members 
Mstep: Class 43 contains 22884 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106960 members 
Mstep: Class 46 contains 5359 members 
Entering Unmasked Estep 
Score: -111781976.000000 Penalty: 102634.984375
Splitting cluster 39 changes total score from -111782032.000000 to -111781976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -10897.729492 Penalty: 954.219177
	Iteration 0F: 2 clusters Score -10897.73 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 185 members 
Entering Unmasked Estep 
Score: -10069.030273 Penalty: 1908.438354
	Iteration 0F: 3 clusters Score -10069.03 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -10281.845703 Penalty: 1908.438354
	Iteration 1F: 3 clusters Score -10281.85 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -10461.219727 Penalty: 1908.438354
	Iteration 2F: 3 clusters Score -10461.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -10541.202148 Penalty: 1908.438354
	Iteration 3Q: 3 clusters Score -10541.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -10565.597656 Penalty: 1908.438354
	Iteration 4Q: 3 clusters Score -10565.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -10623.229492 Penalty: 1908.438354
	Iteration 5Q: 3 clusters Score -10623.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -10661.596680 Penalty: 1908.438354
	Iteration 6Q: 3 clusters Score -10661.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -10692.411133 Penalty: 1908.438354
	Iteration 7Q: 3 clusters Score -10692.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -10712.290039 Penalty: 1908.438354
	Iteration 8Q: 3 clusters Score -10712.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -10725.651367 Penalty: 1908.438354
	Iteration 9Q: 3 clusters Score -10725.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -10736.417969 Penalty: 1908.438354
	Iteration 10Q: 3 clusters Score -10736.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -10775.042969 Penalty: 1908.438354
	Iteration 11Q: 3 clusters Score -10775.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -10781.131836 Penalty: 1908.438354
	Iteration 12Q: 3 clusters Score -10781.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -10783.592773 Penalty: 1908.438354
	Iteration 13Q: 3 clusters Score -10783.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -10786.309570 Penalty: 1908.438354
	Iteration 14Q: 3 clusters Score -10786.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -10786.890625 Penalty: 1908.438354
	Iteration 15Q: 3 clusters Score -10786.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -10796.423828 Penalty: 1908.438354
	Iteration 16F: 3 clusters Score -10796.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -10845.103516 Penalty: 1908.438354
	Iteration 17Q: 3 clusters Score -10845.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -10868.566406 Penalty: 1908.438354
	Iteration 18Q: 3 clusters Score -10868.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -10881.233398 Penalty: 1908.438354
	Iteration 19Q: 3 clusters Score -10881.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -10888.910156 Penalty: 1908.438354
	Iteration 20F: 3 clusters Score -10888.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -10896.201172 Penalty: 1908.438354
	Iteration 21Q: 3 clusters Score -10896.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -10896.201172 Penalty: 1908.438354
	Iteration 22F: 3 clusters Score -10896.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (99265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99265 members 
Entering Unmasked Estep 
Score: -12384293.000000 Penalty: 1869.651611
	Iteration 0F: 2 clusters Score -1.238429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49746 members 
Mstep: Class 2 contains 49519 members 
Entering Unmasked Estep 
Score: -12319181.000000 Penalty: 3739.303223
	Iteration 0F: 3 clusters Score -1.231918e+07 nChanged 47417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50873 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -12346289.000000 Penalty: 3739.303223
	Iteration 1F: 3 clusters Score -1.234629e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51625 members 
Mstep: Class 2 contains 47640 members 
Entering Unmasked Estep 
Score: -12347109.000000 Penalty: 3739.303223
	Iteration 2Q: 3 clusters Score -1.234711e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52758 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -12348100.000000 Penalty: 3739.303223
	Iteration 3Q: 3 clusters Score -1.23481e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54332 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -12349562.000000 Penalty: 3739.303223
	Iteration 4Q: 3 clusters Score -1.234956e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56503 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -12351368.000000 Penalty: 3739.303223
	Iteration 5Q: 3 clusters Score -1.235137e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59432 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -12353756.000000 Penalty: 3739.303223
	Iteration 6Q: 3 clusters Score -1.235376e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63198 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -12356988.000000 Penalty: 3739.303223
	Iteration 7F: 3 clusters Score -1.235699e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67815 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -12361046.000000 Penalty: 3739.303223
	Iteration 8F: 3 clusters Score -1.236105e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73029 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -12365987.000000 Penalty: 3739.303223
	Iteration 9F: 3 clusters Score -1.236599e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77824 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -12370555.000000 Penalty: 3739.303223
	Iteration 10F: 3 clusters Score -1.237056e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81744 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -12374060.000000 Penalty: 3739.303223
	Iteration 11Q: 3 clusters Score -1.237406e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84919 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -12376559.000000 Penalty: 3739.303223
	Iteration 12Q: 3 clusters Score -1.237656e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87526 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -12378453.000000 Penalty: 3739.303223
	Iteration 13Q: 3 clusters Score -1.237845e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89618 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -12379701.000000 Penalty: 3739.303223
	Iteration 14Q: 3 clusters Score -1.23797e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91272 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -12380681.000000 Penalty: 3739.303223
	Iteration 15Q: 3 clusters Score -1.238068e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92609 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -12381453.000000 Penalty: 3739.303223
	Iteration 16Q: 3 clusters Score -1.238145e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93716 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -12381890.000000 Penalty: 3739.303223
	Iteration 17Q: 3 clusters Score -1.238189e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94575 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -12382262.000000 Penalty: 3739.303223
	Iteration 18Q: 3 clusters Score -1.238226e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95247 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -12382468.000000 Penalty: 3739.303223
	Iteration 19Q: 3 clusters Score -1.238247e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95746 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -12382605.000000 Penalty: 3739.303223
	Iteration 20F: 3 clusters Score -1.23826e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96141 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -12382776.000000 Penalty: 3739.303223
	Iteration 21Q: 3 clusters Score -1.238278e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96458 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -12382862.000000 Penalty: 3739.303223
	Iteration 22Q: 3 clusters Score -1.238286e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96735 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -12382888.000000 Penalty: 3739.303223
	Iteration 23Q: 3 clusters Score -1.238289e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96947 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -12382970.000000 Penalty: 3739.303223
	Iteration 24Q: 3 clusters Score -1.238297e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97128 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -12383025.000000 Penalty: 3739.303223
	Iteration 25Q: 3 clusters Score -1.238302e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97251 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -12383060.000000 Penalty: 3739.303223
	Iteration 26Q: 3 clusters Score -1.238306e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97350 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -12383094.000000 Penalty: 3739.303223
	Iteration 27Q: 3 clusters Score -1.238309e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97432 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -12383119.000000 Penalty: 3739.303223
	Iteration 28Q: 3 clusters Score -1.238312e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97488 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -12383121.000000 Penalty: 3739.303223
	Iteration 29Q: 3 clusters Score -1.238312e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97532 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -12383128.000000 Penalty: 3739.303223
	Iteration 30Q: 3 clusters Score -1.238313e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97577 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -12383129.000000 Penalty: 3739.303223
	Iteration 31Q: 3 clusters Score -1.238313e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97613 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -12383126.000000 Penalty: 3739.303223
	Iteration 32Q: 3 clusters Score -1.238313e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97642 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -12383147.000000 Penalty: 3739.303223
	Iteration 33Q: 3 clusters Score -1.238315e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97666 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -12383152.000000 Penalty: 3739.303223
	Iteration 34Q: 3 clusters Score -1.238315e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97691 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -12383147.000000 Penalty: 3739.303223
	Iteration 35Q: 3 clusters Score -1.238315e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97713 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -12383145.000000 Penalty: 3739.303223
	Iteration 36Q: 3 clusters Score -1.238314e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97731 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -12383156.000000 Penalty: 3739.303223
	Iteration 37Q: 3 clusters Score -1.238316e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97749 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -12383154.000000 Penalty: 3739.303223
	Iteration 38Q: 3 clusters Score -1.238315e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97767 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -12383162.000000 Penalty: 3739.303223
	Iteration 39Q: 3 clusters Score -1.238316e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97780 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -12383180.000000 Penalty: 3739.303223
	Iteration 40F: 3 clusters Score -1.238318e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97787 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -12383172.000000 Penalty: 3739.303223
	Iteration 41Q: 3 clusters Score -1.238317e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97795 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -12383173.000000 Penalty: 3739.303223
	Iteration 42Q: 3 clusters Score -1.238317e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97802 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -12383170.000000 Penalty: 3739.303223
	Iteration 43Q: 3 clusters Score -1.238317e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97806 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -12383180.000000 Penalty: 3739.303223
	Iteration 44Q: 3 clusters Score -1.238318e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97813 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -12383186.000000 Penalty: 3739.303223
	Iteration 45Q: 3 clusters Score -1.238319e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97824 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -12383187.000000 Penalty: 3739.303223
	Iteration 46Q: 3 clusters Score -1.238319e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97831 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -12383175.000000 Penalty: 3739.303223
	Iteration 47Q: 3 clusters Score -1.238318e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97837 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -12383175.000000 Penalty: 3739.303223
	Iteration 48Q: 3 clusters Score -1.238318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97843 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -12383185.000000 Penalty: 3739.303223
	Iteration 49Q: 3 clusters Score -1.238318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97848 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -12383188.000000 Penalty: 3739.303223
	Iteration 50Q: 3 clusters Score -1.238319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97853 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -12383189.000000 Penalty: 3739.303223
	Iteration 51Q: 3 clusters Score -1.238319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97853 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -12383188.000000 Penalty: 3739.303223
	Iteration 52Q: 3 clusters Score -1.238319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97852 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -12383188.000000 Penalty: 3739.303223
	Iteration 53Q: 3 clusters Score -1.238319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97853 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -12383185.000000 Penalty: 3739.303223
	Iteration 54Q: 3 clusters Score -1.238318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97852 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -12383188.000000 Penalty: 3739.303223
	Iteration 55Q: 3 clusters Score -1.238319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97853 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -12383191.000000 Penalty: 3739.303223
	Iteration 56Q: 3 clusters Score -1.238319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97855 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -12383185.000000 Penalty: 3739.303223
	Iteration 57Q: 3 clusters Score -1.238318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97856 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -12383187.000000 Penalty: 3739.303223
	Iteration 58Q: 3 clusters Score -1.238319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97857 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -12383187.000000 Penalty: 3739.303223
	Iteration 59Q: 3 clusters Score -1.238319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97857 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -12383194.000000 Penalty: 3739.303223
	Iteration 60F: 3 clusters Score -1.238319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97859 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -12383193.000000 Penalty: 3739.303223
	Iteration 61Q: 3 clusters Score -1.238319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97860 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -12383184.000000 Penalty: 3739.303223
	Iteration 62Q: 3 clusters Score -1.238318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97862 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -12383189.000000 Penalty: 3739.303223
	Iteration 63Q: 3 clusters Score -1.238319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97865 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -12383191.000000 Penalty: 3739.303223
	Iteration 64Q: 3 clusters Score -1.238319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97868 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -12383184.000000 Penalty: 3739.303223
	Iteration 65Q: 3 clusters Score -1.238318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97873 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -12383186.000000 Penalty: 3739.303223
	Iteration 66Q: 3 clusters Score -1.238319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97874 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -12383184.000000 Penalty: 3739.303223
	Iteration 67Q: 3 clusters Score -1.238318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97875 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -12383186.000000 Penalty: 3739.303223
	Iteration 68Q: 3 clusters Score -1.238319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97875 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -12383181.000000 Penalty: 3739.303223
	Iteration 69Q: 3 clusters Score -1.238318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97875 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -12383180.000000 Penalty: 3739.303223
	Iteration 70Q: 3 clusters Score -1.238318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97877 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -12383181.000000 Penalty: 3739.303223
	Iteration 71Q: 3 clusters Score -1.238318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97880 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -12383180.000000 Penalty: 3739.303223
	Iteration 72Q: 3 clusters Score -1.238318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97880 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -12383183.000000 Penalty: 3739.303223
	Iteration 73Q: 3 clusters Score -1.238318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97881 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -12383177.000000 Penalty: 3739.303223
	Iteration 74Q: 3 clusters Score -1.238318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97882 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -12383179.000000 Penalty: 3739.303223
	Iteration 75Q: 3 clusters Score -1.238318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97883 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -12383175.000000 Penalty: 3739.303223
	Iteration 76Q: 3 clusters Score -1.238318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97884 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -12383178.000000 Penalty: 3739.303223
	Iteration 77Q: 3 clusters Score -1.238318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97886 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -12383182.000000 Penalty: 3739.303223
	Iteration 78Q: 3 clusters Score -1.238318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97887 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -12383176.000000 Penalty: 3739.303223
	Iteration 79Q: 3 clusters Score -1.238318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97889 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -12383185.000000 Penalty: 3739.303223
	Iteration 80F: 3 clusters Score -1.238318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97891 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -12383183.000000 Penalty: 3739.303223
	Iteration 81Q: 3 clusters Score -1.238318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97890 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -12383188.000000 Penalty: 3739.303223
	Iteration 82Q: 3 clusters Score -1.238319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97890 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -12383188.000000 Penalty: 3739.303223
	Iteration 83F: 3 clusters Score -1.238319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Entering Unmasked Estep 
Score: -973809.125000 Penalty: 1461.552979
	Iteration 0F: 2 clusters Score -973809.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -967809.250000 Penalty: 2923.105957
	Iteration 0F: 3 clusters Score -967809.2 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -969648.687500 Penalty: 2923.105957
	Iteration 1F: 3 clusters Score -969648.7 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -969924.625000 Penalty: 2923.105957
	Iteration 2F: 3 clusters Score -969924.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -970155.812500 Penalty: 2923.105957
	Iteration 3F: 3 clusters Score -970155.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -970369.375000 Penalty: 2923.105957
	Iteration 4F: 3 clusters Score -970369.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -970603.000000 Penalty: 2923.105957
	Iteration 5Q: 3 clusters Score -970603 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -970918.312500 Penalty: 2923.105957
	Iteration 6F: 3 clusters Score -970918.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -971283.187500 Penalty: 2923.105957
	Iteration 7F: 3 clusters Score -971283.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -971680.937500 Penalty: 2923.105957
	Iteration 8F: 3 clusters Score -971680.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -972013.875000 Penalty: 2923.105957
	Iteration 9Q: 3 clusters Score -972013.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -972241.625000 Penalty: 2923.105957
	Iteration 10Q: 3 clusters Score -972241.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -972382.312500 Penalty: 2923.105957
	Iteration 11Q: 3 clusters Score -972382.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -972449.687500 Penalty: 2923.105957
	Iteration 12Q: 3 clusters Score -972449.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -972476.062500 Penalty: 2923.105957
	Iteration 13Q: 3 clusters Score -972476.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -972488.750000 Penalty: 2923.105957
	Iteration 14Q: 3 clusters Score -972488.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -972496.562500 Penalty: 2923.105957
	Iteration 15Q: 3 clusters Score -972496.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -972507.687500 Penalty: 2923.105957
	Iteration 16Q: 3 clusters Score -972507.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -972514.812500 Penalty: 2923.105957
	Iteration 17Q: 3 clusters Score -972514.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -972519.625000 Penalty: 2923.105957
	Iteration 18Q: 3 clusters Score -972519.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -972520.500000 Penalty: 2923.105957
	Iteration 19Q: 3 clusters Score -972520.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -972520.500000 Penalty: 2923.105957
	Iteration 20F: 3 clusters Score -972520.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (22884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Entering Unmasked Estep 
Score: -2910372.750000 Penalty: 1631.206421
	Iteration 0F: 2 clusters Score -2910373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2894786.500000 Penalty: 3262.412842
	Iteration 0F: 3 clusters Score -2894786 nChanged 10441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2900545.000000 Penalty: 3262.412842
	Iteration 1F: 3 clusters Score -2900545 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2900922.250000 Penalty: 3262.412842
	Iteration 2Q: 3 clusters Score -2900922 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2901369.000000 Penalty: 3262.412842
	Iteration 3Q: 3 clusters Score -2901369 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2901932.000000 Penalty: 3262.412842
	Iteration 4F: 3 clusters Score -2901932 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2902650.500000 Penalty: 3262.412842
	Iteration 5F: 3 clusters Score -2902650 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -2903616.500000 Penalty: 3262.412842
	Iteration 6F: 3 clusters Score -2903616 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2904782.250000 Penalty: 3262.412842
	Iteration 7F: 3 clusters Score -2904782 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2905976.500000 Penalty: 3262.412842
	Iteration 8F: 3 clusters Score -2905976 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -2906901.750000 Penalty: 3262.412842
	Iteration 9Q: 3 clusters Score -2906902 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2907588.000000 Penalty: 3262.412842
	Iteration 10Q: 3 clusters Score -2907588 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2908002.750000 Penalty: 3262.412842
	Iteration 11Q: 3 clusters Score -2908003 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2908293.750000 Penalty: 3262.412842
	Iteration 12Q: 3 clusters Score -2908294 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2908434.750000 Penalty: 3262.412842
	Iteration 13Q: 3 clusters Score -2908435 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2908552.000000 Penalty: 3262.412842
	Iteration 14Q: 3 clusters Score -2908552 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2908627.500000 Penalty: 3262.412842
	Iteration 15Q: 3 clusters Score -2908628 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2908716.000000 Penalty: 3262.412842
	Iteration 16Q: 3 clusters Score -2908716 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2908784.250000 Penalty: 3262.412842
	Iteration 17Q: 3 clusters Score -2908784 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2908813.250000 Penalty: 3262.412842
	Iteration 18Q: 3 clusters Score -2908813 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2908857.000000 Penalty: 3262.412842
	Iteration 19Q: 3 clusters Score -2908857 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2908877.000000 Penalty: 3262.412842
	Iteration 20F: 3 clusters Score -2908877 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2908898.500000 Penalty: 3262.412842
	Iteration 21Q: 3 clusters Score -2908898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2908920.000000 Penalty: 3262.412842
	Iteration 22Q: 3 clusters Score -2908920 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2908937.250000 Penalty: 3262.412842
	Iteration 23Q: 3 clusters Score -2908937 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2908946.500000 Penalty: 3262.412842
	Iteration 24Q: 3 clusters Score -2908946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2908958.250000 Penalty: 3262.412842
	Iteration 25Q: 3 clusters Score -2908958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2908963.250000 Penalty: 3262.412842
	Iteration 26Q: 3 clusters Score -2908963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2908968.500000 Penalty: 3262.412842
	Iteration 27Q: 3 clusters Score -2908968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2908971.750000 Penalty: 3262.412842
	Iteration 28Q: 3 clusters Score -2908972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2908974.500000 Penalty: 3262.412842
	Iteration 29Q: 3 clusters Score -2908974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2908972.750000 Penalty: 3262.412842
	Iteration 30Q: 3 clusters Score -2908973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2908973.250000 Penalty: 3262.412842
	Iteration 31Q: 3 clusters Score -2908973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2908978.750000 Penalty: 3262.412842
	Iteration 32Q: 3 clusters Score -2908979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2908980.750000 Penalty: 3262.412842
	Iteration 33Q: 3 clusters Score -2908981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2908984.000000 Penalty: 3262.412842
	Iteration 34Q: 3 clusters Score -2908984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2908985.000000 Penalty: 3262.412842
	Iteration 35Q: 3 clusters Score -2908985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2908984.000000 Penalty: 3262.412842
	Iteration 36Q: 3 clusters Score -2908984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2908985.750000 Penalty: 3262.412842
	Iteration 37Q: 3 clusters Score -2908986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2908989.000000 Penalty: 3262.412842
	Iteration 38Q: 3 clusters Score -2908989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2908988.750000 Penalty: 3262.412842
	Iteration 39Q: 3 clusters Score -2908989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2908987.500000 Penalty: 3262.412842
	Iteration 40F: 3 clusters Score -2908988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2908992.000000 Penalty: 3262.412842
	Iteration 41Q: 3 clusters Score -2908992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2908994.250000 Penalty: 3262.412842
	Iteration 42Q: 3 clusters Score -2908994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2908993.250000 Penalty: 3262.412842
	Iteration 43Q: 3 clusters Score -2908993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2908996.750000 Penalty: 3262.412842
	Iteration 44Q: 3 clusters Score -2908997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2908999.500000 Penalty: 3262.412842
	Iteration 45Q: 3 clusters Score -2909000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2909006.750000 Penalty: 3262.412842
	Iteration 46Q: 3 clusters Score -2909007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2909007.000000 Penalty: 3262.412842
	Iteration 47Q: 3 clusters Score -2909007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2909011.000000 Penalty: 3262.412842
	Iteration 48Q: 3 clusters Score -2909011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2909009.750000 Penalty: 3262.412842
	Iteration 49Q: 3 clusters Score -2909010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2909011.750000 Penalty: 3262.412842
	Iteration 50Q: 3 clusters Score -2909012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2909012.500000 Penalty: 3262.412842
	Iteration 51Q: 3 clusters Score -2909012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2909012.500000 Penalty: 3262.412842
	Iteration 52F: 3 clusters Score -2909012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -33236.074219 Penalty: 926.322083
	Iteration 0F: 2 clusters Score -33236.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32356.525391 Penalty: 1852.644165
	Iteration 0F: 3 clusters Score -32356.53 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32480.744141 Penalty: 1852.644165
	Iteration 1F: 3 clusters Score -32480.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32522.835938 Penalty: 1852.644165
	Iteration 2Q: 3 clusters Score -32522.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32542.105469 Penalty: 1852.644165
	Iteration 3Q: 3 clusters Score -32542.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32552.871094 Penalty: 1852.644165
	Iteration 4Q: 3 clusters Score -32552.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32561.443359 Penalty: 1852.644165
	Iteration 5Q: 3 clusters Score -32561.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32564.449219 Penalty: 1852.644165
	Iteration 6Q: 3 clusters Score -32564.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32564.449219 Penalty: 1852.644165
	Iteration 7F: 3 clusters Score -32564.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (106960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106960 members 
Entering Unmasked Estep 
Score: -13540148.000000 Penalty: 1881.784058
	Iteration 0F: 2 clusters Score -1.354015e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53503 members 
Mstep: Class 2 contains 53457 members 
Entering Unmasked Estep 
Score: -13477817.000000 Penalty: 3763.568115
	Iteration 0F: 3 clusters Score -1.347782e+07 nChanged 51309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54224 members 
Mstep: Class 2 contains 52736 members 
Entering Unmasked Estep 
Score: -13507702.000000 Penalty: 3763.568115
	Iteration 1F: 3 clusters Score -1.35077e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54514 members 
Mstep: Class 2 contains 52446 members 
Entering Unmasked Estep 
Score: -13508303.000000 Penalty: 3763.568115
	Iteration 2Q: 3 clusters Score -1.35083e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54929 members 
Mstep: Class 2 contains 52031 members 
Entering Unmasked Estep 
Score: -13508915.000000 Penalty: 3763.568115
	Iteration 3Q: 3 clusters Score -1.350892e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55556 members 
Mstep: Class 2 contains 51404 members 
Entering Unmasked Estep 
Score: -13509611.000000 Penalty: 3763.568115
	Iteration 4Q: 3 clusters Score -1.350961e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56465 members 
Mstep: Class 2 contains 50495 members 
Entering Unmasked Estep 
Score: -13510339.000000 Penalty: 3763.568115
	Iteration 5Q: 3 clusters Score -1.351034e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57897 members 
Mstep: Class 2 contains 49063 members 
Entering Unmasked Estep 
Score: -13511634.000000 Penalty: 3763.568115
	Iteration 6Q: 3 clusters Score -1.351163e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59971 members 
Mstep: Class 2 contains 46989 members 
Entering Unmasked Estep 
Score: -13513666.000000 Penalty: 3763.568115
	Iteration 7Q: 3 clusters Score -1.351367e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62686 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
Score: -13516977.000000 Penalty: 3763.568115
	Iteration 8F: 3 clusters Score -1.351698e+07 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65549 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -13521633.000000 Penalty: 3763.568115
	Iteration 9F: 3 clusters Score -1.352163e+07 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67777 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -13526381.000000 Penalty: 3763.568115
	Iteration 10F: 3 clusters Score -1.352638e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69207 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -13529350.000000 Penalty: 3763.568115
	Iteration 11F: 3 clusters Score -1.352935e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70123 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -13530355.000000 Penalty: 3763.568115
	Iteration 12Q: 3 clusters Score -1.353036e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70932 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -13530627.000000 Penalty: 3763.568115
	Iteration 13Q: 3 clusters Score -1.353063e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71684 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -13530896.000000 Penalty: 3763.568115
	Iteration 14Q: 3 clusters Score -1.35309e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72473 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -13531023.000000 Penalty: 3763.568115
	Iteration 15Q: 3 clusters Score -1.353102e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73219 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -13531147.000000 Penalty: 3763.568115
	Iteration 16Q: 3 clusters Score -1.353115e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73961 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -13531309.000000 Penalty: 3763.568115
	Iteration 17Q: 3 clusters Score -1.353131e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74670 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -13531500.000000 Penalty: 3763.568115
	Iteration 18Q: 3 clusters Score -1.35315e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75352 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -13531708.000000 Penalty: 3763.568115
	Iteration 19Q: 3 clusters Score -1.353171e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76048 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -13531908.000000 Penalty: 3763.568115
	Iteration 20F: 3 clusters Score -1.353191e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76777 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -13532085.000000 Penalty: 3763.568115
	Iteration 21Q: 3 clusters Score -1.353208e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77472 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -13532237.000000 Penalty: 3763.568115
	Iteration 22Q: 3 clusters Score -1.353224e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78172 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -13532437.000000 Penalty: 3763.568115
	Iteration 23Q: 3 clusters Score -1.353244e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78942 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -13532653.000000 Penalty: 3763.568115
	Iteration 24Q: 3 clusters Score -1.353265e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79762 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -13532903.000000 Penalty: 3763.568115
	Iteration 25Q: 3 clusters Score -1.35329e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80586 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -13533188.000000 Penalty: 3763.568115
	Iteration 26Q: 3 clusters Score -1.353319e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81396 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -13533437.000000 Penalty: 3763.568115
	Iteration 27Q: 3 clusters Score -1.353344e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82216 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -13533772.000000 Penalty: 3763.568115
	Iteration 28Q: 3 clusters Score -1.353377e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83033 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -13534110.000000 Penalty: 3763.568115
	Iteration 29Q: 3 clusters Score -1.353411e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83890 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -13534364.000000 Penalty: 3763.568115
	Iteration 30Q: 3 clusters Score -1.353436e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84779 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -13534782.000000 Penalty: 3763.568115
	Iteration 31Q: 3 clusters Score -1.353478e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85694 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -13535196.000000 Penalty: 3763.568115
	Iteration 32Q: 3 clusters Score -1.35352e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86652 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -13535626.000000 Penalty: 3763.568115
	Iteration 33Q: 3 clusters Score -1.353563e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87601 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -13536024.000000 Penalty: 3763.568115
	Iteration 34Q: 3 clusters Score -1.353602e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88544 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -13536469.000000 Penalty: 3763.568115
	Iteration 35Q: 3 clusters Score -1.353647e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89598 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -13536931.000000 Penalty: 3763.568115
	Iteration 36Q: 3 clusters Score -1.353693e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90678 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -13537724.000000 Penalty: 3763.568115
	Iteration 37Q: 3 clusters Score -1.353772e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91967 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -13538552.000000 Penalty: 3763.568115
	Iteration 38Q: 3 clusters Score -1.353855e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93407 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -13539347.000000 Penalty: 3763.568115
	Iteration 39Q: 3 clusters Score -1.353935e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95021 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -13540077.000000 Penalty: 3763.568115
	Iteration 40F: 3 clusters Score -1.354008e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96742 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -13540434.000000 Penalty: 3763.568115
	Iteration 41Q: 3 clusters Score -1.354043e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98588 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -13540596.000000 Penalty: 3763.568115
	Iteration 42Q: 3 clusters Score -1.35406e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100378 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -13540462.000000 Penalty: 3763.568115
	Iteration 43Q: 3 clusters Score -1.354046e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102015 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -13540254.000000 Penalty: 3763.568115
	Iteration 44Q: 3 clusters Score -1.354025e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103368 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -13539873.000000 Penalty: 3763.568115
	Iteration 45Q: 3 clusters Score -1.353987e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104426 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -13539483.000000 Penalty: 3763.568115
	Iteration 46Q: 3 clusters Score -1.353948e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105203 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -13539242.000000 Penalty: 3763.568115
	Iteration 47Q: 3 clusters Score -1.353924e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105753 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -13538980.000000 Penalty: 3763.568115
	Iteration 48Q: 3 clusters Score -1.353898e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106128 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -13538878.000000 Penalty: 3763.568115
	Iteration 49Q: 3 clusters Score -1.353888e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106358 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -13538784.000000 Penalty: 3763.568115
	Iteration 50Q: 3 clusters Score -1.353878e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106501 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -13538777.000000 Penalty: 3763.568115
	Iteration 51Q: 3 clusters Score -1.353878e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106584 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -13538740.000000 Penalty: 3763.568115
	Iteration 52Q: 3 clusters Score -1.353874e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106632 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -13538719.000000 Penalty: 3763.568115
	Iteration 53Q: 3 clusters Score -1.353872e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106655 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -13538722.000000 Penalty: 3763.568115
	Iteration 54Q: 3 clusters Score -1.353872e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106666 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -13538732.000000 Penalty: 3763.568115
	Iteration 55Q: 3 clusters Score -1.353873e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106671 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -13538736.000000 Penalty: 3763.568115
	Iteration 56Q: 3 clusters Score -1.353874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106677 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -13538731.000000 Penalty: 3763.568115
	Iteration 57Q: 3 clusters Score -1.353873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106680 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -13538735.000000 Penalty: 3763.568115
	Iteration 58Q: 3 clusters Score -1.353874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106685 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -13538751.000000 Penalty: 3763.568115
	Iteration 59Q: 3 clusters Score -1.353875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106690 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -13538743.000000 Penalty: 3763.568115
	Iteration 60F: 3 clusters Score -1.353874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106695 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -13538743.000000 Penalty: 3763.568115
	Iteration 61Q: 3 clusters Score -1.353874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106701 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -13538741.000000 Penalty: 3763.568115
	Iteration 62Q: 3 clusters Score -1.353874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106701 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -13538746.000000 Penalty: 3763.568115
	Iteration 63Q: 3 clusters Score -1.353875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106702 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -13538752.000000 Penalty: 3763.568115
	Iteration 64Q: 3 clusters Score -1.353875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106707 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -13538751.000000 Penalty: 3763.568115
	Iteration 65Q: 3 clusters Score -1.353875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106708 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -13538755.000000 Penalty: 3763.568115
	Iteration 66Q: 3 clusters Score -1.353876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106709 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -13538754.000000 Penalty: 3763.568115
	Iteration 67Q: 3 clusters Score -1.353875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106712 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -13538757.000000 Penalty: 3763.568115
	Iteration 68Q: 3 clusters Score -1.353876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106714 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -13538754.000000 Penalty: 3763.568115
	Iteration 69Q: 3 clusters Score -1.353875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106714 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -13538754.000000 Penalty: 3763.568115
	Iteration 70F: 3 clusters Score -1.353875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 92777 members 
Mstep: Class 3 contains 7145 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 53616 members 
Mstep: Class 6 contains 9587 members 
Mstep: Class 7 contains 5244 members 
Mstep: Class 8 contains 1759 members 
Mstep: Class 9 contains 6857 members 
Mstep: Class 10 contains 102405 members 
Mstep: Class 11 contains 9455 members 
Mstep: Class 12 contains 109556 members 
Mstep: Class 13 contains 14699 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6901 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 24974 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5911 members 
Mstep: Class 20 contains 2943 members 
Mstep: Class 21 contains 51083 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4934 members 
Mstep: Class 24 contains 9582 members 
Mstep: Class 25 contains 80250 members 
Mstep: Class 26 contains 33925 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4800 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 2913 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3859 members 
Mstep: Class 34 contains 1366 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6360 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99265 members 
Mstep: Class 42 contains 8056 members 
Mstep: Class 43 contains 22884 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782264.000000 Penalty: 100403.789062
Iteration 439Q: 46 clusters Score -1.117823e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 93069 members 
Mstep: Class 3 contains 7145 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 53557 members 
Mstep: Class 6 contains 9588 members 
Mstep: Class 7 contains 5244 members 
Mstep: Class 8 contains 1760 members 
Mstep: Class 9 contains 6848 members 
Mstep: Class 10 contains 102351 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109548 members 
Mstep: Class 13 contains 14692 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6896 members 
Mstep: Class 16 contains 8672 members 
Mstep: Class 17 contains 24968 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5909 members 
Mstep: Class 20 contains 2943 members 
Mstep: Class 21 contains 51045 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4933 members 
Mstep: Class 24 contains 9579 members 
Mstep: Class 25 contains 80237 members 
Mstep: Class 26 contains 33901 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4800 members 
Mstep: Class 29 contains 1742 members 
Mstep: Class 30 contains 2913 members 
Mstep: Class 31 contains 4519 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3859 members 
Mstep: Class 34 contains 1367 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6362 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99251 members 
Mstep: Class 42 contains 8051 members 
Mstep: Class 43 contains 22899 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782224.000000 Penalty: 100403.789062
Iteration 440F: 46 clusters Score -1.117822e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 93319 members 
Mstep: Class 3 contains 7143 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 53492 members 
Mstep: Class 6 contains 9590 members 
Mstep: Class 7 contains 5244 members 
Mstep: Class 8 contains 1760 members 
Mstep: Class 9 contains 6840 members 
Mstep: Class 10 contains 102309 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109558 members 
Mstep: Class 13 contains 14692 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6891 members 
Mstep: Class 16 contains 8670 members 
Mstep: Class 17 contains 24961 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5910 members 
Mstep: Class 20 contains 2942 members 
Mstep: Class 21 contains 51015 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4929 members 
Mstep: Class 24 contains 9584 members 
Mstep: Class 25 contains 80233 members 
Mstep: Class 26 contains 33876 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4800 members 
Mstep: Class 29 contains 1742 members 
Mstep: Class 30 contains 2914 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3859 members 
Mstep: Class 34 contains 1368 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6360 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99234 members 
Mstep: Class 42 contains 8047 members 
Mstep: Class 43 contains 22910 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782488.000000 Penalty: 100403.789062
Iteration 441Q: 46 clusters Score -1.117825e+08 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 93600 members 
Mstep: Class 3 contains 7140 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 53428 members 
Mstep: Class 6 contains 9589 members 
Mstep: Class 7 contains 5243 members 
Mstep: Class 8 contains 1760 members 
Mstep: Class 9 contains 6834 members 
Mstep: Class 10 contains 102266 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109548 members 
Mstep: Class 13 contains 14690 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6890 members 
Mstep: Class 16 contains 8677 members 
Mstep: Class 17 contains 24958 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5912 members 
Mstep: Class 20 contains 2941 members 
Mstep: Class 21 contains 50980 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4929 members 
Mstep: Class 24 contains 9581 members 
Mstep: Class 25 contains 80206 members 
Mstep: Class 26 contains 33844 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4800 members 
Mstep: Class 29 contains 1742 members 
Mstep: Class 30 contains 2916 members 
Mstep: Class 31 contains 4520 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3859 members 
Mstep: Class 34 contains 1370 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6360 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99205 members 
Mstep: Class 42 contains 8041 members 
Mstep: Class 43 contains 22936 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782464.000000 Penalty: 100403.789062
Iteration 442Q: 46 clusters Score -1.117825e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 93909 members 
Mstep: Class 3 contains 7139 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 53377 members 
Mstep: Class 6 contains 9589 members 
Mstep: Class 7 contains 5242 members 
Mstep: Class 8 contains 1760 members 
Mstep: Class 9 contains 6829 members 
Mstep: Class 10 contains 102219 members 
Mstep: Class 11 contains 9456 members 
Mstep: Class 12 contains 109502 members 
Mstep: Class 13 contains 14689 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6885 members 
Mstep: Class 16 contains 8673 members 
Mstep: Class 17 contains 24946 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5913 members 
Mstep: Class 20 contains 2941 members 
Mstep: Class 21 contains 50952 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4930 members 
Mstep: Class 24 contains 9583 members 
Mstep: Class 25 contains 80207 members 
Mstep: Class 26 contains 33802 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4799 members 
Mstep: Class 29 contains 1742 members 
Mstep: Class 30 contains 2919 members 
Mstep: Class 31 contains 4521 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3858 members 
Mstep: Class 34 contains 1372 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6362 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99158 members 
Mstep: Class 42 contains 8039 members 
Mstep: Class 43 contains 22954 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782656.000000 Penalty: 100403.789062
Iteration 443Q: 46 clusters Score -1.117827e+08 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 94280 members 
Mstep: Class 3 contains 7139 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 53326 members 
Mstep: Class 6 contains 9588 members 
Mstep: Class 7 contains 5241 members 
Mstep: Class 8 contains 1760 members 
Mstep: Class 9 contains 6831 members 
Mstep: Class 10 contains 102195 members 
Mstep: Class 11 contains 9456 members 
Mstep: Class 12 contains 109439 members 
Mstep: Class 13 contains 14690 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6877 members 
Mstep: Class 16 contains 8674 members 
Mstep: Class 17 contains 24937 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5913 members 
Mstep: Class 20 contains 2941 members 
Mstep: Class 21 contains 50928 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4930 members 
Mstep: Class 24 contains 9582 members 
Mstep: Class 25 contains 80206 members 
Mstep: Class 26 contains 33759 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4796 members 
Mstep: Class 29 contains 1742 members 
Mstep: Class 30 contains 2919 members 
Mstep: Class 31 contains 4519 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3858 members 
Mstep: Class 34 contains 1372 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6360 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99104 members 
Mstep: Class 42 contains 8034 members 
Mstep: Class 43 contains 22970 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783080.000000 Penalty: 100403.789062
Iteration 444Q: 46 clusters Score -1.117831e+08 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 94659 members 
Mstep: Class 3 contains 7137 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 53261 members 
Mstep: Class 6 contains 9587 members 
Mstep: Class 7 contains 5241 members 
Mstep: Class 8 contains 1760 members 
Mstep: Class 9 contains 6830 members 
Mstep: Class 10 contains 102154 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109407 members 
Mstep: Class 13 contains 14691 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6863 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 24910 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5912 members 
Mstep: Class 20 contains 2941 members 
Mstep: Class 21 contains 50897 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4929 members 
Mstep: Class 24 contains 9580 members 
Mstep: Class 25 contains 80194 members 
Mstep: Class 26 contains 33700 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4790 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2920 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3858 members 
Mstep: Class 34 contains 1373 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6361 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99074 members 
Mstep: Class 42 contains 8026 members 
Mstep: Class 43 contains 22999 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783176.000000 Penalty: 100403.789062
Iteration 445Q: 46 clusters Score -1.117832e+08 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 95059 members 
Mstep: Class 3 contains 7138 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 53197 members 
Mstep: Class 6 contains 9586 members 
Mstep: Class 7 contains 5242 members 
Mstep: Class 8 contains 1760 members 
Mstep: Class 9 contains 6825 members 
Mstep: Class 10 contains 102108 members 
Mstep: Class 11 contains 9456 members 
Mstep: Class 12 contains 109370 members 
Mstep: Class 13 contains 14697 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6854 members 
Mstep: Class 16 contains 8682 members 
Mstep: Class 17 contains 24904 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5914 members 
Mstep: Class 20 contains 2943 members 
Mstep: Class 21 contains 50870 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4927 members 
Mstep: Class 24 contains 9584 members 
Mstep: Class 25 contains 80166 members 
Mstep: Class 26 contains 33654 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4783 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2921 members 
Mstep: Class 31 contains 4515 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3855 members 
Mstep: Class 34 contains 1373 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6362 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99047 members 
Mstep: Class 42 contains 8017 members 
Mstep: Class 43 contains 23021 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783640.000000 Penalty: 100403.789062
Iteration 446Q: 46 clusters Score -1.117836e+08 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 95503 members 
Mstep: Class 3 contains 7138 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 53132 members 
Mstep: Class 6 contains 9586 members 
Mstep: Class 7 contains 5243 members 
Mstep: Class 8 contains 1760 members 
Mstep: Class 9 contains 6828 members 
Mstep: Class 10 contains 102070 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109338 members 
Mstep: Class 13 contains 14694 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6847 members 
Mstep: Class 16 contains 8678 members 
Mstep: Class 17 contains 24880 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5916 members 
Mstep: Class 20 contains 2944 members 
Mstep: Class 21 contains 50851 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4925 members 
Mstep: Class 24 contains 9584 members 
Mstep: Class 25 contains 80135 members 
Mstep: Class 26 contains 33621 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4774 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4515 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3854 members 
Mstep: Class 34 contains 1372 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 655 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6360 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99009 members 
Mstep: Class 42 contains 8007 members 
Mstep: Class 43 contains 23042 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783744.000000 Penalty: 100403.789062
Iteration 447Q: 46 clusters Score -1.117837e+08 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 95873 members 
Mstep: Class 3 contains 7140 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 53063 members 
Mstep: Class 6 contains 9587 members 
Mstep: Class 7 contains 5241 members 
Mstep: Class 8 contains 1760 members 
Mstep: Class 9 contains 6829 members 
Mstep: Class 10 contains 102029 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 109321 members 
Mstep: Class 13 contains 14693 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6822 members 
Mstep: Class 16 contains 8679 members 
Mstep: Class 17 contains 24861 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5916 members 
Mstep: Class 20 contains 2944 members 
Mstep: Class 21 contains 50841 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4924 members 
Mstep: Class 24 contains 9579 members 
Mstep: Class 25 contains 80112 members 
Mstep: Class 26 contains 33595 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4769 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4512 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3852 members 
Mstep: Class 34 contains 1374 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6358 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 98967 members 
Mstep: Class 42 contains 7997 members 
Mstep: Class 43 contains 23070 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783496.000000 Penalty: 100403.789062
Iteration 448Q: 46 clusters Score -1.117835e+08 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 96264 members 
Mstep: Class 3 contains 7140 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 53005 members 
Mstep: Class 6 contains 9586 members 
Mstep: Class 7 contains 5241 members 
Mstep: Class 8 contains 1760 members 
Mstep: Class 9 contains 6828 members 
Mstep: Class 10 contains 102001 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 109308 members 
Mstep: Class 13 contains 14686 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6810 members 
Mstep: Class 16 contains 8686 members 
Mstep: Class 17 contains 24836 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5917 members 
Mstep: Class 20 contains 2943 members 
Mstep: Class 21 contains 50818 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4924 members 
Mstep: Class 24 contains 9576 members 
Mstep: Class 25 contains 80076 members 
Mstep: Class 26 contains 33585 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4767 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 2925 members 
Mstep: Class 31 contains 4512 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3851 members 
Mstep: Class 34 contains 1377 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6356 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 98915 members 
Mstep: Class 42 contains 7987 members 
Mstep: Class 43 contains 23110 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 105985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783640.000000 Penalty: 100403.789062
Iteration 449Q: 46 clusters Score -1.117836e+08 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 96627 members 
Mstep: Class 3 contains 7141 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 52911 members 
Mstep: Class 6 contains 9587 members 
Mstep: Class 7 contains 5241 members 
Mstep: Class 8 contains 1760 members 
Mstep: Class 9 contains 6815 members 
Mstep: Class 10 contains 101954 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 109292 members 
Mstep: Class 13 contains 14678 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6796 members 
Mstep: Class 16 contains 8686 members 
Mstep: Class 17 contains 24820 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5917 members 
Mstep: Class 20 contains 2943 members 
Mstep: Class 21 contains 50807 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 9572 members 
Mstep: Class 25 contains 80057 members 
Mstep: Class 26 contains 33561 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4764 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 2927 members 
Mstep: Class 31 contains 4507 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3850 members 
Mstep: Class 34 contains 1379 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6353 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 98894 members 
Mstep: Class 42 contains 7976 members 
Mstep: Class 43 contains 23152 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 105880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783952.000000 Penalty: 100403.789062
Iteration 450Q: 46 clusters Score -1.11784e+08 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 96928 members 
Mstep: Class 3 contains 7141 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 52822 members 
Mstep: Class 6 contains 9587 members 
Mstep: Class 7 contains 5239 members 
Mstep: Class 8 contains 1760 members 
Mstep: Class 9 contains 6797 members 
Mstep: Class 10 contains 101922 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 109307 members 
Mstep: Class 13 contains 14681 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6781 members 
Mstep: Class 16 contains 8684 members 
Mstep: Class 17 contains 24819 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5919 members 
Mstep: Class 20 contains 2945 members 
Mstep: Class 21 contains 50782 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4918 members 
Mstep: Class 24 contains 9569 members 
Mstep: Class 25 contains 80031 members 
Mstep: Class 26 contains 33524 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4761 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2927 members 
Mstep: Class 31 contains 4507 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3849 members 
Mstep: Class 34 contains 1381 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6355 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 98874 members 
Mstep: Class 42 contains 7963 members 
Mstep: Class 43 contains 23203 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 105788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783984.000000 Penalty: 100403.789062
Iteration 451Q: 46 clusters Score -1.11784e+08 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 97168 members 
Mstep: Class 3 contains 7143 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 52753 members 
Mstep: Class 6 contains 9586 members 
Mstep: Class 7 contains 5237 members 
Mstep: Class 8 contains 1761 members 
Mstep: Class 9 contains 6777 members 
Mstep: Class 10 contains 101893 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 109310 members 
Mstep: Class 13 contains 14676 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6764 members 
Mstep: Class 16 contains 8693 members 
Mstep: Class 17 contains 24807 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5921 members 
Mstep: Class 20 contains 2946 members 
Mstep: Class 21 contains 50765 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4914 members 
Mstep: Class 24 contains 9574 members 
Mstep: Class 25 contains 79991 members 
Mstep: Class 26 contains 33489 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4759 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2926 members 
Mstep: Class 31 contains 4505 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3850 members 
Mstep: Class 34 contains 1382 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6354 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 98849 members 
Mstep: Class 42 contains 7952 members 
Mstep: Class 43 contains 23263 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 105747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783800.000000 Penalty: 100403.789062
Iteration 452Q: 46 clusters Score -1.117838e+08 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 97326 members 
Mstep: Class 3 contains 7146 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 52657 members 
Mstep: Class 6 contains 9586 members 
Mstep: Class 7 contains 5235 members 
Mstep: Class 8 contains 1761 members 
Mstep: Class 9 contains 6765 members 
Mstep: Class 10 contains 101863 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 109326 members 
Mstep: Class 13 contains 14678 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 6740 members 
Mstep: Class 16 contains 8689 members 
Mstep: Class 17 contains 24811 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5924 members 
Mstep: Class 20 contains 2946 members 
Mstep: Class 21 contains 50740 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4913 members 
Mstep: Class 24 contains 9574 members 
Mstep: Class 25 contains 79974 members 
Mstep: Class 26 contains 33458 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4758 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 2926 members 
Mstep: Class 31 contains 4506 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3851 members 
Mstep: Class 34 contains 1382 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6355 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 98855 members 
Mstep: Class 42 contains 7940 members 
Mstep: Class 43 contains 23326 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 105739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783912.000000 Penalty: 100403.789062
Iteration 453Q: 46 clusters Score -1.117839e+08 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 97449 members 
Mstep: Class 3 contains 7150 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 52576 members 
Mstep: Class 6 contains 9587 members 
Mstep: Class 7 contains 5233 members 
Mstep: Class 8 contains 1761 members 
Mstep: Class 9 contains 6759 members 
Mstep: Class 10 contains 101814 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 12 contains 109337 members 
Mstep: Class 13 contains 14679 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6729 members 
Mstep: Class 16 contains 8687 members 
Mstep: Class 17 contains 24809 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5925 members 
Mstep: Class 20 contains 2946 members 
Mstep: Class 21 contains 50727 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4911 members 
Mstep: Class 24 contains 9575 members 
Mstep: Class 25 contains 79934 members 
Mstep: Class 26 contains 33418 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2927 members 
Mstep: Class 31 contains 4510 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3848 members 
Mstep: Class 34 contains 1382 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6360 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 98892 members 
Mstep: Class 42 contains 7928 members 
Mstep: Class 43 contains 23371 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 105773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784112.000000 Penalty: 100403.789062
Iteration 454Q: 46 clusters Score -1.117841e+08 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 97410 members 
Mstep: Class 3 contains 7156 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 52510 members 
Mstep: Class 6 contains 9587 members 
Mstep: Class 7 contains 5226 members 
Mstep: Class 8 contains 1761 members 
Mstep: Class 9 contains 6750 members 
Mstep: Class 10 contains 101817 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 109347 members 
Mstep: Class 13 contains 14685 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6716 members 
Mstep: Class 16 contains 8690 members 
Mstep: Class 17 contains 24803 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5927 members 
Mstep: Class 20 contains 2946 members 
Mstep: Class 21 contains 50729 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4912 members 
Mstep: Class 24 contains 9577 members 
Mstep: Class 25 contains 79900 members 
Mstep: Class 26 contains 33398 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4758 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2928 members 
Mstep: Class 31 contains 4511 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3844 members 
Mstep: Class 34 contains 1382 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6362 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 98950 members 
Mstep: Class 42 contains 7910 members 
Mstep: Class 43 contains 23420 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 105833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784096.000000 Penalty: 100403.789062
Iteration 455Q: 46 clusters Score -1.117841e+08 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 97348 members 
Mstep: Class 3 contains 7159 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 52453 members 
Mstep: Class 6 contains 9586 members 
Mstep: Class 7 contains 5220 members 
Mstep: Class 8 contains 1761 members 
Mstep: Class 9 contains 6748 members 
Mstep: Class 10 contains 101836 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 109330 members 
Mstep: Class 13 contains 14691 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6706 members 
Mstep: Class 16 contains 8692 members 
Mstep: Class 17 contains 24808 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5930 members 
Mstep: Class 20 contains 2946 members 
Mstep: Class 21 contains 50724 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4908 members 
Mstep: Class 24 contains 9576 members 
Mstep: Class 25 contains 79869 members 
Mstep: Class 26 contains 33384 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4765 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2927 members 
Mstep: Class 31 contains 4512 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3845 members 
Mstep: Class 34 contains 1381 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6364 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 98999 members 
Mstep: Class 42 contains 7896 members 
Mstep: Class 43 contains 23463 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 105913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784488.000000 Penalty: 100403.789062
Iteration 456Q: 46 clusters Score -1.117845e+08 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 97282 members 
Mstep: Class 3 contains 7163 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 52387 members 
Mstep: Class 6 contains 9587 members 
Mstep: Class 7 contains 5216 members 
Mstep: Class 8 contains 1761 members 
Mstep: Class 9 contains 6752 members 
Mstep: Class 10 contains 101844 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 109328 members 
Mstep: Class 13 contains 14695 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6698 members 
Mstep: Class 16 contains 8695 members 
Mstep: Class 17 contains 24809 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5931 members 
Mstep: Class 20 contains 2946 members 
Mstep: Class 21 contains 50722 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4908 members 
Mstep: Class 24 contains 9579 members 
Mstep: Class 25 contains 79853 members 
Mstep: Class 26 contains 33361 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4770 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2925 members 
Mstep: Class 31 contains 4511 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3843 members 
Mstep: Class 34 contains 1381 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6366 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99045 members 
Mstep: Class 42 contains 7884 members 
Mstep: Class 43 contains 23503 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 105991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784824.000000 Penalty: 100403.789062
Iteration 457Q: 46 clusters Score -1.117848e+08 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 97177 members 
Mstep: Class 3 contains 7167 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 52322 members 
Mstep: Class 6 contains 9587 members 
Mstep: Class 7 contains 5212 members 
Mstep: Class 8 contains 1761 members 
Mstep: Class 9 contains 6763 members 
Mstep: Class 10 contains 101857 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 109360 members 
Mstep: Class 13 contains 14704 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6695 members 
Mstep: Class 16 contains 8696 members 
Mstep: Class 17 contains 24819 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5934 members 
Mstep: Class 20 contains 2947 members 
Mstep: Class 21 contains 50710 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4908 members 
Mstep: Class 24 contains 9577 members 
Mstep: Class 25 contains 79822 members 
Mstep: Class 26 contains 33352 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4770 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2922 members 
Mstep: Class 31 contains 4510 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3842 members 
Mstep: Class 34 contains 1381 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6367 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99088 members 
Mstep: Class 42 contains 7878 members 
Mstep: Class 43 contains 23545 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784776.000000 Penalty: 100403.789062
Iteration 458Q: 46 clusters Score -1.117848e+08 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 97058 members 
Mstep: Class 3 contains 7172 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 52282 members 
Mstep: Class 6 contains 9588 members 
Mstep: Class 7 contains 5212 members 
Mstep: Class 8 contains 1762 members 
Mstep: Class 9 contains 6767 members 
Mstep: Class 10 contains 101854 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 109387 members 
Mstep: Class 13 contains 14706 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6694 members 
Mstep: Class 16 contains 8693 members 
Mstep: Class 17 contains 24829 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5935 members 
Mstep: Class 20 contains 2948 members 
Mstep: Class 21 contains 50709 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4909 members 
Mstep: Class 24 contains 9580 members 
Mstep: Class 25 contains 79807 members 
Mstep: Class 26 contains 33341 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4771 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4510 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3840 members 
Mstep: Class 34 contains 1381 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6367 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99151 members 
Mstep: Class 42 contains 7867 members 
Mstep: Class 43 contains 23570 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784848.000000 Penalty: 100403.789062
Iteration 459Q: 46 clusters Score -1.117848e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 96944 members 
Mstep: Class 3 contains 7171 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 52232 members 
Mstep: Class 6 contains 9589 members 
Mstep: Class 7 contains 5212 members 
Mstep: Class 8 contains 1763 members 
Mstep: Class 9 contains 6769 members 
Mstep: Class 10 contains 101886 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 109417 members 
Mstep: Class 13 contains 14708 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6690 members 
Mstep: Class 16 contains 8696 members 
Mstep: Class 17 contains 24834 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5939 members 
Mstep: Class 20 contains 2948 members 
Mstep: Class 21 contains 50703 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4909 members 
Mstep: Class 24 contains 9581 members 
Mstep: Class 25 contains 79792 members 
Mstep: Class 26 contains 33330 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4775 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4510 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3838 members 
Mstep: Class 34 contains 1382 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6368 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99193 members 
Mstep: Class 42 contains 7862 members 
Mstep: Class 43 contains 23600 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784888.000000 Penalty: 100403.789062
Iteration 460F: 46 clusters Score -1.117849e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 96846 members 
Mstep: Class 3 contains 7169 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 52203 members 
Mstep: Class 6 contains 9590 members 
Mstep: Class 7 contains 5212 members 
Mstep: Class 8 contains 1764 members 
Mstep: Class 9 contains 6778 members 
Mstep: Class 10 contains 101925 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 109445 members 
Mstep: Class 13 contains 14708 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6688 members 
Mstep: Class 16 contains 8698 members 
Mstep: Class 17 contains 24831 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5944 members 
Mstep: Class 20 contains 2947 members 
Mstep: Class 21 contains 50699 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4909 members 
Mstep: Class 24 contains 9582 members 
Mstep: Class 25 contains 79769 members 
Mstep: Class 26 contains 33327 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4782 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4510 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3837 members 
Mstep: Class 34 contains 1383 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6367 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99236 members 
Mstep: Class 42 contains 7849 members 
Mstep: Class 43 contains 23618 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784848.000000 Penalty: 100403.789062
Iteration 461Q: 46 clusters Score -1.117848e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 96766 members 
Mstep: Class 3 contains 7170 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 52160 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 5214 members 
Mstep: Class 8 contains 1764 members 
Mstep: Class 9 contains 6783 members 
Mstep: Class 10 contains 101928 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 109465 members 
Mstep: Class 13 contains 14708 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6688 members 
Mstep: Class 16 contains 8695 members 
Mstep: Class 17 contains 24833 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5949 members 
Mstep: Class 20 contains 2947 members 
Mstep: Class 21 contains 50704 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4909 members 
Mstep: Class 24 contains 9583 members 
Mstep: Class 25 contains 79752 members 
Mstep: Class 26 contains 33314 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4789 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4510 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 1384 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6367 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99288 members 
Mstep: Class 42 contains 7838 members 
Mstep: Class 43 contains 23636 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784688.000000 Penalty: 100403.789062
Iteration 462Q: 46 clusters Score -1.117847e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 96697 members 
Mstep: Class 3 contains 7172 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 52122 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 5213 members 
Mstep: Class 8 contains 1764 members 
Mstep: Class 9 contains 6787 members 
Mstep: Class 10 contains 101924 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 109482 members 
Mstep: Class 13 contains 14709 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6686 members 
Mstep: Class 16 contains 8694 members 
Mstep: Class 17 contains 24827 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5951 members 
Mstep: Class 20 contains 2946 members 
Mstep: Class 21 contains 50712 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4909 members 
Mstep: Class 24 contains 9582 members 
Mstep: Class 25 contains 79751 members 
Mstep: Class 26 contains 33307 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4510 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3834 members 
Mstep: Class 34 contains 1386 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6367 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99345 members 
Mstep: Class 42 contains 7826 members 
Mstep: Class 43 contains 23652 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784648.000000 Penalty: 100403.789062
Iteration 463Q: 46 clusters Score -1.117846e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 96634 members 
Mstep: Class 3 contains 7171 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 52093 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 5213 members 
Mstep: Class 8 contains 1764 members 
Mstep: Class 9 contains 6794 members 
Mstep: Class 10 contains 101936 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 109511 members 
Mstep: Class 13 contains 14713 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6683 members 
Mstep: Class 16 contains 8691 members 
Mstep: Class 17 contains 24830 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5953 members 
Mstep: Class 20 contains 2946 members 
Mstep: Class 21 contains 50718 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4909 members 
Mstep: Class 24 contains 9583 members 
Mstep: Class 25 contains 79737 members 
Mstep: Class 26 contains 33295 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4797 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4510 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3833 members 
Mstep: Class 34 contains 1386 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6367 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99379 members 
Mstep: Class 42 contains 7811 members 
Mstep: Class 43 contains 23658 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784832.000000 Penalty: 100403.789062
Iteration 464Q: 46 clusters Score -1.117848e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 96583 members 
Mstep: Class 3 contains 7169 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 52072 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 5213 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6799 members 
Mstep: Class 10 contains 101922 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 109542 members 
Mstep: Class 13 contains 14715 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6681 members 
Mstep: Class 16 contains 8687 members 
Mstep: Class 17 contains 24833 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5953 members 
Mstep: Class 20 contains 2946 members 
Mstep: Class 21 contains 50727 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4909 members 
Mstep: Class 24 contains 9584 members 
Mstep: Class 25 contains 79734 members 
Mstep: Class 26 contains 33286 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4803 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4510 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3833 members 
Mstep: Class 34 contains 1386 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6369 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99418 members 
Mstep: Class 42 contains 7794 members 
Mstep: Class 43 contains 23660 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784760.000000 Penalty: 100403.789062
Iteration 465Q: 46 clusters Score -1.117848e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 96542 members 
Mstep: Class 3 contains 7170 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 52056 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 5213 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6807 members 
Mstep: Class 10 contains 101899 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109578 members 
Mstep: Class 13 contains 14722 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6681 members 
Mstep: Class 16 contains 8684 members 
Mstep: Class 17 contains 24836 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5955 members 
Mstep: Class 20 contains 2945 members 
Mstep: Class 21 contains 50736 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4908 members 
Mstep: Class 24 contains 9585 members 
Mstep: Class 25 contains 79729 members 
Mstep: Class 26 contains 33286 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4510 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3829 members 
Mstep: Class 34 contains 1386 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6371 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99441 members 
Mstep: Class 42 contains 7787 members 
Mstep: Class 43 contains 23660 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784440.000000 Penalty: 100403.789062
Iteration 466Q: 46 clusters Score -1.117844e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 96512 members 
Mstep: Class 3 contains 7171 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 52044 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 5213 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6815 members 
Mstep: Class 10 contains 101873 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109598 members 
Mstep: Class 13 contains 14722 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6680 members 
Mstep: Class 16 contains 8684 members 
Mstep: Class 17 contains 24840 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5957 members 
Mstep: Class 20 contains 2946 members 
Mstep: Class 21 contains 50743 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4909 members 
Mstep: Class 24 contains 9584 members 
Mstep: Class 25 contains 79727 members 
Mstep: Class 26 contains 33279 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4813 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4510 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3828 members 
Mstep: Class 34 contains 1386 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6370 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99463 members 
Mstep: Class 42 contains 7781 members 
Mstep: Class 43 contains 23664 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784368.000000 Penalty: 100403.789062
Iteration 467Q: 46 clusters Score -1.117844e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 96490 members 
Mstep: Class 3 contains 7172 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 52032 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 5213 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6817 members 
Mstep: Class 10 contains 101839 members 
Mstep: Class 11 contains 9456 members 
Mstep: Class 12 contains 109618 members 
Mstep: Class 13 contains 14723 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6680 members 
Mstep: Class 16 contains 8683 members 
Mstep: Class 17 contains 24846 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5961 members 
Mstep: Class 20 contains 2945 members 
Mstep: Class 21 contains 50750 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4912 members 
Mstep: Class 24 contains 9584 members 
Mstep: Class 25 contains 79730 members 
Mstep: Class 26 contains 33279 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4817 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4510 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3828 members 
Mstep: Class 34 contains 1386 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6371 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99489 members 
Mstep: Class 42 contains 7771 members 
Mstep: Class 43 contains 23668 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784384.000000 Penalty: 100403.789062
Iteration 468Q: 46 clusters Score -1.117844e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 96465 members 
Mstep: Class 3 contains 7172 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 52008 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 5213 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6819 members 
Mstep: Class 10 contains 101827 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109646 members 
Mstep: Class 13 contains 14723 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6680 members 
Mstep: Class 16 contains 8684 members 
Mstep: Class 17 contains 24846 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5962 members 
Mstep: Class 20 contains 2945 members 
Mstep: Class 21 contains 50761 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4913 members 
Mstep: Class 24 contains 9585 members 
Mstep: Class 25 contains 79727 members 
Mstep: Class 26 contains 33275 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4821 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4510 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3826 members 
Mstep: Class 34 contains 1386 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6371 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99507 members 
Mstep: Class 42 contains 7764 members 
Mstep: Class 43 contains 23668 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784224.000000 Penalty: 100403.789062
Iteration 469Q: 46 clusters Score -1.117842e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 96445 members 
Mstep: Class 3 contains 7173 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51990 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 5213 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6822 members 
Mstep: Class 10 contains 101813 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109688 members 
Mstep: Class 13 contains 14723 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6680 members 
Mstep: Class 16 contains 8684 members 
Mstep: Class 17 contains 24844 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5964 members 
Mstep: Class 20 contains 2945 members 
Mstep: Class 21 contains 50762 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4914 members 
Mstep: Class 24 contains 9585 members 
Mstep: Class 25 contains 79713 members 
Mstep: Class 26 contains 33269 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4826 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4510 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3824 members 
Mstep: Class 34 contains 1386 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6371 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99522 members 
Mstep: Class 42 contains 7760 members 
Mstep: Class 43 contains 23666 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784184.000000 Penalty: 100403.789062
Iteration 470Q: 46 clusters Score -1.117842e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 96423 members 
Mstep: Class 3 contains 7173 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51973 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 5213 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6827 members 
Mstep: Class 10 contains 101817 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109705 members 
Mstep: Class 13 contains 14722 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6681 members 
Mstep: Class 16 contains 8683 members 
Mstep: Class 17 contains 24843 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5964 members 
Mstep: Class 20 contains 2945 members 
Mstep: Class 21 contains 50764 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4915 members 
Mstep: Class 24 contains 9585 members 
Mstep: Class 25 contains 79700 members 
Mstep: Class 26 contains 33264 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4511 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3822 members 
Mstep: Class 34 contains 1386 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6371 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99537 members 
Mstep: Class 42 contains 7757 members 
Mstep: Class 43 contains 23664 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784352.000000 Penalty: 100403.789062
Iteration 471Q: 46 clusters Score -1.117844e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 96419 members 
Mstep: Class 3 contains 7173 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51954 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 5213 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6829 members 
Mstep: Class 10 contains 101819 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109717 members 
Mstep: Class 13 contains 14719 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6681 members 
Mstep: Class 16 contains 8684 members 
Mstep: Class 17 contains 24840 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5964 members 
Mstep: Class 20 contains 2945 members 
Mstep: Class 21 contains 50761 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4916 members 
Mstep: Class 24 contains 9583 members 
Mstep: Class 25 contains 79693 members 
Mstep: Class 26 contains 33259 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4511 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3822 members 
Mstep: Class 34 contains 1386 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6371 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99554 members 
Mstep: Class 42 contains 7751 members 
Mstep: Class 43 contains 23664 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784280.000000 Penalty: 100403.789062
Iteration 472Q: 46 clusters Score -1.117843e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 96406 members 
Mstep: Class 3 contains 7173 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51943 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 5213 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6830 members 
Mstep: Class 10 contains 101821 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109728 members 
Mstep: Class 13 contains 14717 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6681 members 
Mstep: Class 16 contains 8684 members 
Mstep: Class 17 contains 24840 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5964 members 
Mstep: Class 20 contains 2946 members 
Mstep: Class 21 contains 50760 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4915 members 
Mstep: Class 24 contains 9583 members 
Mstep: Class 25 contains 79682 members 
Mstep: Class 26 contains 33251 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4511 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3821 members 
Mstep: Class 34 contains 1386 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6371 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99577 members 
Mstep: Class 42 contains 7744 members 
Mstep: Class 43 contains 23667 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784384.000000 Penalty: 100403.789062
Iteration 473Q: 46 clusters Score -1.117844e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 96394 members 
Mstep: Class 3 contains 7173 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51932 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 5213 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6829 members 
Mstep: Class 10 contains 101823 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109741 members 
Mstep: Class 13 contains 14716 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6681 members 
Mstep: Class 16 contains 8683 members 
Mstep: Class 17 contains 24841 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 2948 members 
Mstep: Class 21 contains 50762 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4916 members 
Mstep: Class 24 contains 9583 members 
Mstep: Class 25 contains 79666 members 
Mstep: Class 26 contains 33243 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2924 members 
Mstep: Class 31 contains 4511 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3820 members 
Mstep: Class 34 contains 1386 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6371 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99597 members 
Mstep: Class 42 contains 7740 members 
Mstep: Class 43 contains 23667 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784272.000000 Penalty: 100403.789062
Iteration 474Q: 46 clusters Score -1.117843e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 96387 members 
Mstep: Class 3 contains 7173 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51924 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 5213 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6830 members 
Mstep: Class 10 contains 101813 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109761 members 
Mstep: Class 13 contains 14716 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6681 members 
Mstep: Class 16 contains 8683 members 
Mstep: Class 17 contains 24844 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5966 members 
Mstep: Class 20 contains 2949 members 
Mstep: Class 21 contains 50759 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4915 members 
Mstep: Class 24 contains 9583 members 
Mstep: Class 25 contains 79652 members 
Mstep: Class 26 contains 33238 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2924 members 
Mstep: Class 31 contains 4511 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3820 members 
Mstep: Class 34 contains 1386 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6371 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99613 members 
Mstep: Class 42 contains 7733 members 
Mstep: Class 43 contains 23669 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784400.000000 Penalty: 100403.789062
Iteration 475Q: 46 clusters Score -1.117844e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 96396 members 
Mstep: Class 3 contains 7173 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51914 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 5213 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6832 members 
Mstep: Class 10 contains 101804 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109777 members 
Mstep: Class 13 contains 14712 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6681 members 
Mstep: Class 16 contains 8683 members 
Mstep: Class 17 contains 24843 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5967 members 
Mstep: Class 20 contains 2949 members 
Mstep: Class 21 contains 50755 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4915 members 
Mstep: Class 24 contains 9583 members 
Mstep: Class 25 contains 79639 members 
Mstep: Class 26 contains 33233 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4511 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3820 members 
Mstep: Class 34 contains 1386 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6371 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99630 members 
Mstep: Class 42 contains 7723 members 
Mstep: Class 43 contains 23672 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784584.000000 Penalty: 100403.789062
Iteration 476Q: 46 clusters Score -1.117846e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 96391 members 
Mstep: Class 3 contains 7174 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51910 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 5213 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6835 members 
Mstep: Class 10 contains 101796 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109782 members 
Mstep: Class 13 contains 14712 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6681 members 
Mstep: Class 16 contains 8682 members 
Mstep: Class 17 contains 24842 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5966 members 
Mstep: Class 20 contains 2949 members 
Mstep: Class 21 contains 50758 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4916 members 
Mstep: Class 24 contains 9583 members 
Mstep: Class 25 contains 79621 members 
Mstep: Class 26 contains 33232 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4511 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3820 members 
Mstep: Class 34 contains 1386 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6371 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99648 members 
Mstep: Class 42 contains 7717 members 
Mstep: Class 43 contains 23678 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784552.000000 Penalty: 100403.789062
Iteration 477Q: 46 clusters Score -1.117846e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 96390 members 
Mstep: Class 3 contains 7174 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51899 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 5213 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6835 members 
Mstep: Class 10 contains 101780 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109798 members 
Mstep: Class 13 contains 14712 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6682 members 
Mstep: Class 16 contains 8682 members 
Mstep: Class 17 contains 24844 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 2949 members 
Mstep: Class 21 contains 50754 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4916 members 
Mstep: Class 24 contains 9582 members 
Mstep: Class 25 contains 79611 members 
Mstep: Class 26 contains 33230 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4512 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3820 members 
Mstep: Class 34 contains 1386 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6371 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99662 members 
Mstep: Class 42 contains 7709 members 
Mstep: Class 43 contains 23688 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784440.000000 Penalty: 100403.789062
Iteration 478Q: 46 clusters Score -1.117844e+08 nChanged 156
Entering ConstructFrom: 
Score: -111784440.000000 Penalty: 100403.789062
Entering ConstructFrom: 
Trying to split cluster 1 (7002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Entering Unmasked Estep 
Score: -871716.812500 Penalty: 1438.767090
	Iteration 0F: 2 clusters Score -871716.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -866428.000000 Penalty: 2877.534180
	Iteration 0F: 3 clusters Score -866428 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -867931.125000 Penalty: 2877.534180
	Iteration 1F: 3 clusters Score -867931.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -868132.500000 Penalty: 2877.534180
	Iteration 2F: 3 clusters Score -868132.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -868263.125000 Penalty: 2877.534180
	Iteration 3Q: 3 clusters Score -868263.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -868389.375000 Penalty: 2877.534180
	Iteration 4Q: 3 clusters Score -868389.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -868534.375000 Penalty: 2877.534180
	Iteration 5Q: 3 clusters Score -868534.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -868671.000000 Penalty: 2877.534180
	Iteration 6Q: 3 clusters Score -868671 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -868806.375000 Penalty: 2877.534180
	Iteration 7Q: 3 clusters Score -868806.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -868956.625000 Penalty: 2877.534180
	Iteration 8Q: 3 clusters Score -868956.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -869128.812500 Penalty: 2877.534180
	Iteration 9Q: 3 clusters Score -869128.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -869296.062500 Penalty: 2877.534180
	Iteration 10Q: 3 clusters Score -869296.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -869466.125000 Penalty: 2877.534180
	Iteration 11Q: 3 clusters Score -869466.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -869622.937500 Penalty: 2877.534180
	Iteration 12Q: 3 clusters Score -869622.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -869766.812500 Penalty: 2877.534180
	Iteration 13Q: 3 clusters Score -869766.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -869904.750000 Penalty: 2877.534180
	Iteration 14Q: 3 clusters Score -869904.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -870030.687500 Penalty: 2877.534180
	Iteration 15Q: 3 clusters Score -870030.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -870122.562500 Penalty: 2877.534180
	Iteration 16Q: 3 clusters Score -870122.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -870199.125000 Penalty: 2877.534180
	Iteration 17Q: 3 clusters Score -870199.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -870262.375000 Penalty: 2877.534180
	Iteration 18Q: 3 clusters Score -870262.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -870328.125000 Penalty: 2877.534180
	Iteration 19Q: 3 clusters Score -870328.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -870379.625000 Penalty: 2877.534180
	Iteration 20F: 3 clusters Score -870379.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -870411.062500 Penalty: 2877.534180
	Iteration 21Q: 3 clusters Score -870411.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -870432.000000 Penalty: 2877.534180
	Iteration 22Q: 3 clusters Score -870432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -870444.250000 Penalty: 2877.534180
	Iteration 23Q: 3 clusters Score -870444.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -870461.250000 Penalty: 2877.534180
	Iteration 24Q: 3 clusters Score -870461.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -870471.562500 Penalty: 2877.534180
	Iteration 25Q: 3 clusters Score -870471.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -870482.562500 Penalty: 2877.534180
	Iteration 26Q: 3 clusters Score -870482.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -870491.250000 Penalty: 2877.534180
	Iteration 27Q: 3 clusters Score -870491.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -870495.562500 Penalty: 2877.534180
	Iteration 28Q: 3 clusters Score -870495.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -870498.875000 Penalty: 2877.534180
	Iteration 29Q: 3 clusters Score -870498.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -870505.437500 Penalty: 2877.534180
	Iteration 30Q: 3 clusters Score -870505.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -870510.437500 Penalty: 2877.534180
	Iteration 31Q: 3 clusters Score -870510.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -870512.000000 Penalty: 2877.534180
	Iteration 32Q: 3 clusters Score -870512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -870514.187500 Penalty: 2877.534180
	Iteration 33Q: 3 clusters Score -870514.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -870514.937500 Penalty: 2877.534180
	Iteration 34Q: 3 clusters Score -870514.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -870514.937500 Penalty: 2877.534180
	Iteration 35Q: 3 clusters Score -870514.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -870514.937500 Penalty: 2877.534180
	Iteration 36F: 3 clusters Score -870514.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (96389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96389 members 
Entering Unmasked Estep 
Score: -12177722.000000 Penalty: 1864.874023
	Iteration 0F: 2 clusters Score -1.217772e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48182 members 
Mstep: Class 2 contains 48207 members 
Entering Unmasked Estep 
Score: -12114377.000000 Penalty: 3729.748047
	Iteration 0F: 3 clusters Score -1.211438e+07 nChanged 46035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48227 members 
Mstep: Class 2 contains 48162 members 
Entering Unmasked Estep 
Score: -12140862.000000 Penalty: 3729.748047
	Iteration 1F: 3 clusters Score -1.214086e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
Score: -12141483.000000 Penalty: 3729.748047
	Iteration 2Q: 3 clusters Score -1.214148e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -12141884.000000 Penalty: 3729.748047
	Iteration 3Q: 3 clusters Score -1.214188e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48764 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -12142451.000000 Penalty: 3729.748047
	Iteration 4Q: 3 clusters Score -1.214245e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49209 members 
Mstep: Class 2 contains 47180 members 
Entering Unmasked Estep 
Score: -12143362.000000 Penalty: 3729.748047
	Iteration 5Q: 3 clusters Score -1.214336e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -12144508.000000 Penalty: 3729.748047
	Iteration 6Q: 3 clusters Score -1.214451e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50833 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -12145948.000000 Penalty: 3729.748047
	Iteration 7Q: 3 clusters Score -1.214595e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52200 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -12148009.000000 Penalty: 3729.748047
	Iteration 8Q: 3 clusters Score -1.214801e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -12151049.000000 Penalty: 3729.748047
	Iteration 9F: 3 clusters Score -1.215105e+07 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55948 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -12155413.000000 Penalty: 3729.748047
	Iteration 10F: 3 clusters Score -1.215541e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57871 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -12160230.000000 Penalty: 3729.748047
	Iteration 11F: 3 clusters Score -1.216023e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59292 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -12163164.000000 Penalty: 3729.748047
	Iteration 12F: 3 clusters Score -1.216316e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60256 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -12164309.000000 Penalty: 3729.748047
	Iteration 13Q: 3 clusters Score -1.216431e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61106 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -12164919.000000 Penalty: 3729.748047
	Iteration 14Q: 3 clusters Score -1.216492e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61869 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -12165077.000000 Penalty: 3729.748047
	Iteration 15Q: 3 clusters Score -1.216508e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62587 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -12165343.000000 Penalty: 3729.748047
	Iteration 16Q: 3 clusters Score -1.216534e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63303 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -12165514.000000 Penalty: 3729.748047
	Iteration 17Q: 3 clusters Score -1.216551e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63996 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -12165759.000000 Penalty: 3729.748047
	Iteration 18Q: 3 clusters Score -1.216576e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64724 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -12165970.000000 Penalty: 3729.748047
	Iteration 19Q: 3 clusters Score -1.216597e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65435 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -12166228.000000 Penalty: 3729.748047
	Iteration 20F: 3 clusters Score -1.216623e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66191 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -12166386.000000 Penalty: 3729.748047
	Iteration 21Q: 3 clusters Score -1.216639e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67015 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -12166572.000000 Penalty: 3729.748047
	Iteration 22Q: 3 clusters Score -1.216657e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67848 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -12166710.000000 Penalty: 3729.748047
	Iteration 23Q: 3 clusters Score -1.216671e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68723 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -12166940.000000 Penalty: 3729.748047
	Iteration 24Q: 3 clusters Score -1.216694e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69575 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -12167106.000000 Penalty: 3729.748047
	Iteration 25Q: 3 clusters Score -1.216711e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70454 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -12167279.000000 Penalty: 3729.748047
	Iteration 26Q: 3 clusters Score -1.216728e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71349 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -12167431.000000 Penalty: 3729.748047
	Iteration 27Q: 3 clusters Score -1.216743e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72223 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -12167634.000000 Penalty: 3729.748047
	Iteration 28Q: 3 clusters Score -1.216763e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73131 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -12167766.000000 Penalty: 3729.748047
	Iteration 29Q: 3 clusters Score -1.216777e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74062 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -12167967.000000 Penalty: 3729.748047
	Iteration 30Q: 3 clusters Score -1.216797e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75037 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -12168183.000000 Penalty: 3729.748047
	Iteration 31Q: 3 clusters Score -1.216818e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76039 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -12168402.000000 Penalty: 3729.748047
	Iteration 32Q: 3 clusters Score -1.21684e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77104 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -12168678.000000 Penalty: 3729.748047
	Iteration 33Q: 3 clusters Score -1.216868e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78242 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -12168984.000000 Penalty: 3729.748047
	Iteration 34Q: 3 clusters Score -1.216898e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79367 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -12169326.000000 Penalty: 3729.748047
	Iteration 35Q: 3 clusters Score -1.216933e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80508 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -12169590.000000 Penalty: 3729.748047
	Iteration 36Q: 3 clusters Score -1.216959e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81626 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -12169932.000000 Penalty: 3729.748047
	Iteration 37Q: 3 clusters Score -1.216993e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82735 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -12170307.000000 Penalty: 3729.748047
	Iteration 38Q: 3 clusters Score -1.217031e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83857 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -12170651.000000 Penalty: 3729.748047
	Iteration 39Q: 3 clusters Score -1.217065e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84976 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -12171034.000000 Penalty: 3729.748047
	Iteration 40F: 3 clusters Score -1.217103e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86030 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -12171445.000000 Penalty: 3729.748047
	Iteration 41Q: 3 clusters Score -1.217144e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87112 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -12171935.000000 Penalty: 3729.748047
	Iteration 42Q: 3 clusters Score -1.217194e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88180 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -12172406.000000 Penalty: 3729.748047
	Iteration 43Q: 3 clusters Score -1.217241e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89154 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -12172812.000000 Penalty: 3729.748047
	Iteration 44Q: 3 clusters Score -1.217281e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90057 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -12173240.000000 Penalty: 3729.748047
	Iteration 45Q: 3 clusters Score -1.217324e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90920 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -12173797.000000 Penalty: 3729.748047
	Iteration 46Q: 3 clusters Score -1.21738e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91756 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -12174246.000000 Penalty: 3729.748047
	Iteration 47Q: 3 clusters Score -1.217425e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92486 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -12174679.000000 Penalty: 3729.748047
	Iteration 48Q: 3 clusters Score -1.217468e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93162 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -12175097.000000 Penalty: 3729.748047
	Iteration 49Q: 3 clusters Score -1.21751e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93718 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -12175410.000000 Penalty: 3729.748047
	Iteration 50Q: 3 clusters Score -1.217541e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94172 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -12175653.000000 Penalty: 3729.748047
	Iteration 51Q: 3 clusters Score -1.217565e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94523 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -12175750.000000 Penalty: 3729.748047
	Iteration 52Q: 3 clusters Score -1.217575e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94821 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -12175823.000000 Penalty: 3729.748047
	Iteration 53Q: 3 clusters Score -1.217582e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95047 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -12175913.000000 Penalty: 3729.748047
	Iteration 54Q: 3 clusters Score -1.217591e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95230 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -12175955.000000 Penalty: 3729.748047
	Iteration 55Q: 3 clusters Score -1.217596e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95376 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -12176009.000000 Penalty: 3729.748047
	Iteration 56Q: 3 clusters Score -1.217601e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95492 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -12176055.000000 Penalty: 3729.748047
	Iteration 57Q: 3 clusters Score -1.217606e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95582 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -12176111.000000 Penalty: 3729.748047
	Iteration 58Q: 3 clusters Score -1.217611e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95651 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -12176144.000000 Penalty: 3729.748047
	Iteration 59Q: 3 clusters Score -1.217614e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95707 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -12176158.000000 Penalty: 3729.748047
	Iteration 60F: 3 clusters Score -1.217616e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95748 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -12176176.000000 Penalty: 3729.748047
	Iteration 61Q: 3 clusters Score -1.217618e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95775 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -12176182.000000 Penalty: 3729.748047
	Iteration 62Q: 3 clusters Score -1.217618e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95796 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -12176181.000000 Penalty: 3729.748047
	Iteration 63Q: 3 clusters Score -1.217618e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95823 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -12176202.000000 Penalty: 3729.748047
	Iteration 64Q: 3 clusters Score -1.21762e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95845 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -12176202.000000 Penalty: 3729.748047
	Iteration 65Q: 3 clusters Score -1.21762e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95862 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -12176225.000000 Penalty: 3729.748047
	Iteration 66Q: 3 clusters Score -1.217622e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95875 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -12176229.000000 Penalty: 3729.748047
	Iteration 67Q: 3 clusters Score -1.217623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95882 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -12176227.000000 Penalty: 3729.748047
	Iteration 68Q: 3 clusters Score -1.217623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95888 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -12176230.000000 Penalty: 3729.748047
	Iteration 69Q: 3 clusters Score -1.217623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95893 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -12176229.000000 Penalty: 3729.748047
	Iteration 70Q: 3 clusters Score -1.217623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95898 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -12176235.000000 Penalty: 3729.748047
	Iteration 71Q: 3 clusters Score -1.217624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95902 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -12176235.000000 Penalty: 3729.748047
	Iteration 72Q: 3 clusters Score -1.217624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95905 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -12176241.000000 Penalty: 3729.748047
	Iteration 73Q: 3 clusters Score -1.217624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95910 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -12176246.000000 Penalty: 3729.748047
	Iteration 74Q: 3 clusters Score -1.217625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95918 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -12176231.000000 Penalty: 3729.748047
	Iteration 75Q: 3 clusters Score -1.217623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95923 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -12176236.000000 Penalty: 3729.748047
	Iteration 76Q: 3 clusters Score -1.217624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95924 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -12176236.000000 Penalty: 3729.748047
	Iteration 77Q: 3 clusters Score -1.217624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95927 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -12176236.000000 Penalty: 3729.748047
	Iteration 78Q: 3 clusters Score -1.217624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95931 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -12176224.000000 Penalty: 3729.748047
	Iteration 79Q: 3 clusters Score -1.217622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95933 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -12176232.000000 Penalty: 3729.748047
	Iteration 80F: 3 clusters Score -1.217623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95936 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -12176244.000000 Penalty: 3729.748047
	Iteration 81Q: 3 clusters Score -1.217624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95937 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -12176243.000000 Penalty: 3729.748047
	Iteration 82Q: 3 clusters Score -1.217624e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95937 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -12176243.000000 Penalty: 3729.748047
	Iteration 83F: 3 clusters Score -1.217624e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Entering Unmasked Estep 
Score: -853528.625000 Penalty: 1442.710571
	Iteration 0F: 2 clusters Score -853528.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -848165.250000 Penalty: 2885.421143
	Iteration 0F: 3 clusters Score -848165.2 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -849938.812500 Penalty: 2885.421143
	Iteration 1F: 3 clusters Score -849938.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -850183.375000 Penalty: 2885.421143
	Iteration 2F: 3 clusters Score -850183.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -850412.437500 Penalty: 2885.421143
	Iteration 3F: 3 clusters Score -850412.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -850671.000000 Penalty: 2885.421143
	Iteration 4F: 3 clusters Score -850671 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -850915.812500 Penalty: 2885.421143
	Iteration 5F: 3 clusters Score -850915.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -851102.500000 Penalty: 2885.421143
	Iteration 6Q: 3 clusters Score -851102.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -851261.437500 Penalty: 2885.421143
	Iteration 7Q: 3 clusters Score -851261.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -851372.625000 Penalty: 2885.421143
	Iteration 8Q: 3 clusters Score -851372.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -851447.625000 Penalty: 2885.421143
	Iteration 9Q: 3 clusters Score -851447.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -851505.375000 Penalty: 2885.421143
	Iteration 10Q: 3 clusters Score -851505.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -851553.312500 Penalty: 2885.421143
	Iteration 11Q: 3 clusters Score -851553.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -851587.437500 Penalty: 2885.421143
	Iteration 12Q: 3 clusters Score -851587.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -851622.250000 Penalty: 2885.421143
	Iteration 13Q: 3 clusters Score -851622.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -851649.625000 Penalty: 2885.421143
	Iteration 14Q: 3 clusters Score -851649.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -851678.875000 Penalty: 2885.421143
	Iteration 15Q: 3 clusters Score -851678.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -851699.312500 Penalty: 2885.421143
	Iteration 16Q: 3 clusters Score -851699.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -851720.250000 Penalty: 2885.421143
	Iteration 17Q: 3 clusters Score -851720.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -851743.500000 Penalty: 2885.421143
	Iteration 18Q: 3 clusters Score -851743.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -851762.500000 Penalty: 2885.421143
	Iteration 19Q: 3 clusters Score -851762.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -851778.437500 Penalty: 2885.421143
	Iteration 20F: 3 clusters Score -851778.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -851790.062500 Penalty: 2885.421143
	Iteration 21Q: 3 clusters Score -851790.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -851797.375000 Penalty: 2885.421143
	Iteration 22Q: 3 clusters Score -851797.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -851804.312500 Penalty: 2885.421143
	Iteration 23Q: 3 clusters Score -851804.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -851807.437500 Penalty: 2885.421143
	Iteration 24Q: 3 clusters Score -851807.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -851818.812500 Penalty: 2885.421143
	Iteration 25Q: 3 clusters Score -851818.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -851828.562500 Penalty: 2885.421143
	Iteration 26Q: 3 clusters Score -851828.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -851832.875000 Penalty: 2885.421143
	Iteration 27Q: 3 clusters Score -851832.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -851834.625000 Penalty: 2885.421143
	Iteration 28Q: 3 clusters Score -851834.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -851836.812500 Penalty: 2885.421143
	Iteration 29Q: 3 clusters Score -851836.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -851836.812500 Penalty: 2885.421143
	Iteration 30Q: 3 clusters Score -851836.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -851838.437500 Penalty: 2885.421143
	Iteration 31Q: 3 clusters Score -851838.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -851839.375000 Penalty: 2885.421143
	Iteration 32Q: 3 clusters Score -851839.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -851840.125000 Penalty: 2885.421143
	Iteration 33Q: 3 clusters Score -851840.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -851841.812500 Penalty: 2885.421143
	Iteration 34Q: 3 clusters Score -851841.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -851840.937500 Penalty: 2885.421143
	Iteration 35Q: 3 clusters Score -851840.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -851842.500000 Penalty: 2885.421143
	Iteration 36Q: 3 clusters Score -851842.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -851841.562500 Penalty: 2885.421143
	Iteration 37Q: 3 clusters Score -851841.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -851844.125000 Penalty: 2885.421143
	Iteration 38Q: 3 clusters Score -851844.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -851843.375000 Penalty: 2885.421143
	Iteration 39Q: 3 clusters Score -851843.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -851846.750000 Penalty: 2885.421143
	Iteration 40F: 3 clusters Score -851846.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -851845.875000 Penalty: 2885.421143
	Iteration 41Q: 3 clusters Score -851845.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -851847.500000 Penalty: 2885.421143
	Iteration 42Q: 3 clusters Score -851847.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -851847.125000 Penalty: 2885.421143
	Iteration 43Q: 3 clusters Score -851847.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -851847.000000 Penalty: 2885.421143
	Iteration 44Q: 3 clusters Score -851847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -851846.812500 Penalty: 2885.421143
	Iteration 45Q: 3 clusters Score -851846.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -851846.125000 Penalty: 2885.421143
	Iteration 46Q: 3 clusters Score -851846.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -851847.375000 Penalty: 2885.421143
	Iteration 47Q: 3 clusters Score -851847.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -851846.562500 Penalty: 2885.421143
	Iteration 48Q: 3 clusters Score -851846.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -851849.312500 Penalty: 2885.421143
	Iteration 49Q: 3 clusters Score -851849.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -851849.812500 Penalty: 2885.421143
	Iteration 50Q: 3 clusters Score -851849.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -851853.687500 Penalty: 2885.421143
	Iteration 51Q: 3 clusters Score -851853.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -851857.062500 Penalty: 2885.421143
	Iteration 52Q: 3 clusters Score -851857.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -851858.937500 Penalty: 2885.421143
	Iteration 53Q: 3 clusters Score -851858.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -851861.125000 Penalty: 2885.421143
	Iteration 54Q: 3 clusters Score -851861.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -851863.875000 Penalty: 2885.421143
	Iteration 55Q: 3 clusters Score -851863.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -851868.250000 Penalty: 2885.421143
	Iteration 56Q: 3 clusters Score -851868.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -851870.125000 Penalty: 2885.421143
	Iteration 57Q: 3 clusters Score -851870.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -851874.812500 Penalty: 2885.421143
	Iteration 58Q: 3 clusters Score -851874.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -851877.000000 Penalty: 2885.421143
	Iteration 59Q: 3 clusters Score -851877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -851878.500000 Penalty: 2885.421143
	Iteration 60F: 3 clusters Score -851878.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -851880.437500 Penalty: 2885.421143
	Iteration 61Q: 3 clusters Score -851880.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -851881.875000 Penalty: 2885.421143
	Iteration 62Q: 3 clusters Score -851881.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -851881.000000 Penalty: 2885.421143
	Iteration 63Q: 3 clusters Score -851881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -851883.812500 Penalty: 2885.421143
	Iteration 64Q: 3 clusters Score -851883.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -851883.437500 Penalty: 2885.421143
	Iteration 65Q: 3 clusters Score -851883.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -851883.000000 Penalty: 2885.421143
	Iteration 66Q: 3 clusters Score -851883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -851882.625000 Penalty: 2885.421143
	Iteration 67Q: 3 clusters Score -851882.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -851883.625000 Penalty: 2885.421143
	Iteration 68Q: 3 clusters Score -851883.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -851883.437500 Penalty: 2885.421143
	Iteration 69Q: 3 clusters Score -851883.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -851884.750000 Penalty: 2885.421143
	Iteration 70Q: 3 clusters Score -851884.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -851886.687500 Penalty: 2885.421143
	Iteration 71Q: 3 clusters Score -851886.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -851888.625000 Penalty: 2885.421143
	Iteration 72Q: 3 clusters Score -851888.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -851889.625000 Penalty: 2885.421143
	Iteration 73Q: 3 clusters Score -851889.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -851889.937500 Penalty: 2885.421143
	Iteration 74Q: 3 clusters Score -851889.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -851890.375000 Penalty: 2885.421143
	Iteration 75Q: 3 clusters Score -851890.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -851891.312500 Penalty: 2885.421143
	Iteration 76Q: 3 clusters Score -851891.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -851892.562500 Penalty: 2885.421143
	Iteration 77Q: 3 clusters Score -851892.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -851896.187500 Penalty: 2885.421143
	Iteration 78Q: 3 clusters Score -851896.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -851895.562500 Penalty: 2885.421143
	Iteration 79Q: 3 clusters Score -851895.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -851897.500000 Penalty: 2885.421143
	Iteration 80F: 3 clusters Score -851897.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -851899.125000 Penalty: 2885.421143
	Iteration 81Q: 3 clusters Score -851899.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -851898.375000 Penalty: 2885.421143
	Iteration 82Q: 3 clusters Score -851898.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -851898.375000 Penalty: 2885.421143
	Iteration 83F: 3 clusters Score -851898.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -53800.210938 Penalty: 1001.538635
	Iteration 0F: 2 clusters Score -53800.21 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 227 members 
Entering Unmasked Estep 
Score: -52820.183594 Penalty: 2003.077271
	Iteration 0F: 3 clusters Score -52820.18 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -53004.019531 Penalty: 2003.077271
	Iteration 1F: 3 clusters Score -53004.02 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53087.816406 Penalty: 2003.077271
	Iteration 2F: 3 clusters Score -53087.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -53122.390625 Penalty: 2003.077271
	Iteration 3Q: 3 clusters Score -53122.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -53144.164062 Penalty: 2003.077271
	Iteration 4Q: 3 clusters Score -53144.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -53183.480469 Penalty: 2003.077271
	Iteration 5Q: 3 clusters Score -53183.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -53215.460938 Penalty: 2003.077271
	Iteration 6Q: 3 clusters Score -53215.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -53283.265625 Penalty: 2003.077271
	Iteration 7Q: 3 clusters Score -53283.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -53372.792969 Penalty: 2003.077271
	Iteration 8Q: 3 clusters Score -53372.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -53431.468750 Penalty: 2003.077271
	Iteration 9Q: 3 clusters Score -53431.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -53438.230469 Penalty: 2003.077271
	Iteration 10Q: 3 clusters Score -53438.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -53465.710938 Penalty: 2003.077271
	Iteration 11Q: 3 clusters Score -53465.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -53515.652344 Penalty: 2003.077271
	Iteration 12Q: 3 clusters Score -53515.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -53569.656250 Penalty: 2003.077271
	Iteration 13Q: 3 clusters Score -53569.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -53575.921875 Penalty: 2003.077271
	Iteration 14Q: 3 clusters Score -53575.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -53581.691406 Penalty: 2003.077271
	Iteration 15Q: 3 clusters Score -53581.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -53585.261719 Penalty: 2003.077271
	Iteration 16Q: 3 clusters Score -53585.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -53585.261719 Penalty: 2003.077271
	Iteration 17F: 3 clusters Score -53585.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (51894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51894 members 
Entering Unmasked Estep 
Score: -6542136.500000 Penalty: 1764.255737
	Iteration 0F: 2 clusters Score -6542136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -6507359.500000 Penalty: 3528.511475
	Iteration 0F: 3 clusters Score -6507360 nChanged 24244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -6521334.500000 Penalty: 3528.511475
	Iteration 1F: 3 clusters Score -6521334 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -6522017.000000 Penalty: 3528.511475
	Iteration 2Q: 3 clusters Score -6522017 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -6522750.500000 Penalty: 3528.511475
	Iteration 3Q: 3 clusters Score -6522750 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -6523787.500000 Penalty: 3528.511475
	Iteration 4Q: 3 clusters Score -6523788 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -6525373.000000 Penalty: 3528.511475
	Iteration 5F: 3 clusters Score -6525373 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -6527551.500000 Penalty: 3528.511475
	Iteration 6F: 3 clusters Score -6527552 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -6530210.500000 Penalty: 3528.511475
	Iteration 7F: 3 clusters Score -6530210 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -6532474.000000 Penalty: 3528.511475
	Iteration 8F: 3 clusters Score -6532474 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -6533620.500000 Penalty: 3528.511475
	Iteration 9Q: 3 clusters Score -6533620 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -6534075.500000 Penalty: 3528.511475
	Iteration 10Q: 3 clusters Score -6534076 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -6534257.500000 Penalty: 3528.511475
	Iteration 11Q: 3 clusters Score -6534258 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -6534381.500000 Penalty: 3528.511475
	Iteration 12Q: 3 clusters Score -6534382 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -6534527.000000 Penalty: 3528.511475
	Iteration 13Q: 3 clusters Score -6534527 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -6534642.500000 Penalty: 3528.511475
	Iteration 14Q: 3 clusters Score -6534642 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -6534716.500000 Penalty: 3528.511475
	Iteration 15Q: 3 clusters Score -6534716 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -6534819.500000 Penalty: 3528.511475
	Iteration 16Q: 3 clusters Score -6534820 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -6534908.000000 Penalty: 3528.511475
	Iteration 17Q: 3 clusters Score -6534908 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -6534987.000000 Penalty: 3528.511475
	Iteration 18Q: 3 clusters Score -6534987 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -6535050.000000 Penalty: 3528.511475
	Iteration 19Q: 3 clusters Score -6535050 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -6535094.500000 Penalty: 3528.511475
	Iteration 20F: 3 clusters Score -6535094 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -6535184.500000 Penalty: 3528.511475
	Iteration 21Q: 3 clusters Score -6535184 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -6535262.000000 Penalty: 3528.511475
	Iteration 22Q: 3 clusters Score -6535262 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -6535317.000000 Penalty: 3528.511475
	Iteration 23Q: 3 clusters Score -6535317 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -6535321.000000 Penalty: 3528.511475
	Iteration 24Q: 3 clusters Score -6535321 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -6535337.500000 Penalty: 3528.511475
	Iteration 25Q: 3 clusters Score -6535338 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -6535381.500000 Penalty: 3528.511475
	Iteration 26Q: 3 clusters Score -6535382 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -6535417.500000 Penalty: 3528.511475
	Iteration 27Q: 3 clusters Score -6535418 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -6535457.500000 Penalty: 3528.511475
	Iteration 28Q: 3 clusters Score -6535458 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -6535476.500000 Penalty: 3528.511475
	Iteration 29Q: 3 clusters Score -6535476 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -6535478.000000 Penalty: 3528.511475
	Iteration 30Q: 3 clusters Score -6535478 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -6535486.500000 Penalty: 3528.511475
	Iteration 31Q: 3 clusters Score -6535486 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -6535487.000000 Penalty: 3528.511475
	Iteration 32Q: 3 clusters Score -6535487 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -6535514.500000 Penalty: 3528.511475
	Iteration 33Q: 3 clusters Score -6535514 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -6535517.000000 Penalty: 3528.511475
	Iteration 34Q: 3 clusters Score -6535517 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -6535541.000000 Penalty: 3528.511475
	Iteration 35Q: 3 clusters Score -6535541 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -6535551.500000 Penalty: 3528.511475
	Iteration 36Q: 3 clusters Score -6535552 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -6535582.500000 Penalty: 3528.511475
	Iteration 37Q: 3 clusters Score -6535582 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -6535586.500000 Penalty: 3528.511475
	Iteration 38Q: 3 clusters Score -6535586 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -6535587.500000 Penalty: 3528.511475
	Iteration 39Q: 3 clusters Score -6535588 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -6535596.000000 Penalty: 3528.511475
	Iteration 40F: 3 clusters Score -6535596 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -6535607.000000 Penalty: 3528.511475
	Iteration 41Q: 3 clusters Score -6535607 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -6535625.500000 Penalty: 3528.511475
	Iteration 42Q: 3 clusters Score -6535626 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -6535632.500000 Penalty: 3528.511475
	Iteration 43Q: 3 clusters Score -6535632 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -6535642.500000 Penalty: 3528.511475
	Iteration 44Q: 3 clusters Score -6535642 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -6535650.500000 Penalty: 3528.511475
	Iteration 45Q: 3 clusters Score -6535650 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -6535643.000000 Penalty: 3528.511475
	Iteration 46Q: 3 clusters Score -6535643 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -6535658.000000 Penalty: 3528.511475
	Iteration 47Q: 3 clusters Score -6535658 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -6535652.000000 Penalty: 3528.511475
	Iteration 48Q: 3 clusters Score -6535652 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -6535653.500000 Penalty: 3528.511475
	Iteration 49Q: 3 clusters Score -6535654 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -6535665.000000 Penalty: 3528.511475
	Iteration 50Q: 3 clusters Score -6535665 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -6535654.500000 Penalty: 3528.511475
	Iteration 51Q: 3 clusters Score -6535654 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -6535673.000000 Penalty: 3528.511475
	Iteration 52Q: 3 clusters Score -6535673 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -6535691.500000 Penalty: 3528.511475
	Iteration 53Q: 3 clusters Score -6535692 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -6535685.500000 Penalty: 3528.511475
	Iteration 54Q: 3 clusters Score -6535686 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -6535693.000000 Penalty: 3528.511475
	Iteration 55Q: 3 clusters Score -6535693 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -6535709.500000 Penalty: 3528.511475
	Iteration 56Q: 3 clusters Score -6535710 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -6535701.500000 Penalty: 3528.511475
	Iteration 57Q: 3 clusters Score -6535702 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -6535701.000000 Penalty: 3528.511475
	Iteration 58Q: 3 clusters Score -6535701 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -6535700.000000 Penalty: 3528.511475
	Iteration 59Q: 3 clusters Score -6535700 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -6535700.500000 Penalty: 3528.511475
	Iteration 60F: 3 clusters Score -6535700 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -6535709.500000 Penalty: 3528.511475
	Iteration 61Q: 3 clusters Score -6535710 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -6535707.500000 Penalty: 3528.511475
	Iteration 62Q: 3 clusters Score -6535708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -6535706.500000 Penalty: 3528.511475
	Iteration 63Q: 3 clusters Score -6535706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -6535715.500000 Penalty: 3528.511475
	Iteration 64Q: 3 clusters Score -6535716 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -6535719.000000 Penalty: 3528.511475
	Iteration 65Q: 3 clusters Score -6535719 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -6535729.500000 Penalty: 3528.511475
	Iteration 66Q: 3 clusters Score -6535730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -6535731.500000 Penalty: 3528.511475
	Iteration 67Q: 3 clusters Score -6535732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -6535739.000000 Penalty: 3528.511475
	Iteration 68Q: 3 clusters Score -6535739 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6535746 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6535748 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6535762 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6535772 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6535767 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6535769 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6535766 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6535780 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6535770 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6535770 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6535764 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6535781 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6535789 nChanged 44
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Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6535786 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27353 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6535794 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6535800 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6535804 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6535800 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6535787 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6535780 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6535784 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6535786 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6535786 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6535792 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6535802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6535796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6535793 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6535795 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6535799 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6535786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6535784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6535792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6535793 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6535782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6535788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6535784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6535784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6535786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6535785 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6535788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6535773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6535779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6535786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6535794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6535788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6535796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6535797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -6535801.000000 Penalty: 3528.511475
	Iteration 116Q: 3 clusters Score -6535801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -6535816.000000 Penalty: 3528.511475
	Iteration 117Q: 3 clusters Score -6535816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -6535806.000000 Penalty: 3528.511475
	Iteration 118Q: 3 clusters Score -6535806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6535808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6535808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6535808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6535798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6535794 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6535803 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6535802 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6535810 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6535808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -6535813.500000 Penalty: 3528.511475
	Iteration 128Q: 3 clusters Score -6535814 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6535803 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6535810 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6535805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6535810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -6535820.500000 Penalty: 3528.511475
	Iteration 133Q: 3 clusters Score -6535820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6535834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6535830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -6535828.000000 Penalty: 3528.511475
	Iteration 136Q: 3 clusters Score -6535828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -6535817.500000 Penalty: 3528.511475
	Iteration 137Q: 3 clusters Score -6535818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -6535826 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -6535822.000000 Penalty: 3528.511475
	Iteration 139Q: 3 clusters Score -6535822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6535825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -6535819.500000 Penalty: 3528.511475
	Iteration 141Q: 3 clusters Score -6535820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -6535826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6535825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6535820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6535820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6535817 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -6535821.000000 Penalty: 3528.511475
	Iteration 147Q: 3 clusters Score -6535821 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6535820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6535828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -6535840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -6535838.000000 Penalty: 3528.511475
	Iteration 151Q: 3 clusters Score -6535838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6535846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -6535844 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -6535832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -6535842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -6535844 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28419 members 
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -6535838 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -6535850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -6535852 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -6535840 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28539 members 
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Entering Unmasked Estep 
Score: -6535836.500000 Penalty: 3528.511475
	Iteration 161Q: 3 clusters Score -6535836 nChanged 29
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Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 23330 members 
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	Iteration 162Q: 3 clusters Score -6535842 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -6535846 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -6535846 nChanged 26
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Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 23263 members 
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	Iteration 165Q: 3 clusters Score -6535842 nChanged 27
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Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -6535838 nChanged 31
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Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 23211 members 
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	Iteration 167Q: 3 clusters Score -6535846 nChanged 37
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Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -6535850 nChanged 30
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Mstep: Class 1 contains 28748 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 23117 members 
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	Iteration 170Q: 3 clusters Score -6535850 nChanged 43
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -6535855 nChanged 45
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -6535860 nChanged 48
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Mstep: Class 1 contains 28891 members 
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	Iteration 173Q: 3 clusters Score -6535857 nChanged 50
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Mstep: Class 1 contains 28939 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 28976 members 
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	Iteration 175Q: 3 clusters Score -6535862 nChanged 27
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Mstep: Class 1 contains 29001 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -6535865 nChanged 28
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Mstep: Class 1 contains 29029 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29054 members 
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -6535864 nChanged 28
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Mstep: Class 1 contains 29076 members 
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	Iteration 179Q: 3 clusters Score -6535866 nChanged 42
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Mstep: Class 1 contains 29112 members 
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	Iteration 180F: 3 clusters Score -6535871 nChanged 36
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Mstep: Class 1 contains 29148 members 
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	Iteration 181Q: 3 clusters Score -6535874 nChanged 42
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	Iteration 182Q: 3 clusters Score -6535878 nChanged 38
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -6535869 nChanged 39
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Mstep: Class 1 contains 29265 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29669 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 30075 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -6535955 nChanged 84
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Mstep: Class 1 contains 30406 members 
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -6535978 nChanged 101
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Mstep: Class 1 contains 30505 members 
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Mstep: Class 1 contains 30746 members 
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	Iteration 203Q: 3 clusters Score -6535968 nChanged 120
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Mstep: Class 1 contains 30866 members 
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Mstep: Class 1 contains 31003 members 
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Mstep: Class 1 contains 31125 members 
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Mstep: Class 1 contains 31256 members 
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -6536013 nChanged 133
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Mstep: Class 1 contains 31389 members 
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Mstep: Class 1 contains 31529 members 
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -6536023 nChanged 141
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Mstep: Class 1 contains 31670 members 
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -6536018 nChanged 150
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Mstep: Class 1 contains 31820 members 
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -6536046 nChanged 176
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Mstep: Class 1 contains 32158 members 
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -6536096 nChanged 197
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	Iteration 216Q: 3 clusters Score -6536122 nChanged 191
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Mstep: Class 1 contains 32927 members 
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	Iteration 217Q: 3 clusters Score -6536114 nChanged 203
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Mstep: Class 1 contains 33544 members 
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	Iteration 220F: 3 clusters Score -6536162 nChanged 224
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33764 members 
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Entering Unmasked Mstep 
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	Iteration 222Q: 3 clusters Score -6536212 nChanged 230
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Mstep: Class 1 contains 34222 members 
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -6536244 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34465 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 34734 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 35267 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 35535 members 
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	Iteration 228Q: 3 clusters Score -6536408 nChanged 291
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Mstep: Class 1 contains 35826 members 
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	Iteration 229Q: 3 clusters Score -6536440 nChanged 287
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Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -6536472 nChanged 292
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -6536513 nChanged 325
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Mstep: Class 1 contains 36720 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 37063 members 
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -6536621 nChanged 362
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37423 members 
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -6536662 nChanged 355
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Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -6536750 nChanged 379
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Mstep: Class 1 contains 38557 members 
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Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -6536840 nChanged 431
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	Iteration 238Q: 3 clusters Score -6536940 nChanged 437
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Mstep: Class 1 contains 39425 members 
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Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -6537049 nChanged 463
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Mstep: Class 1 contains 39888 members 
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Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -6537120 nChanged 470
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Mstep: Class 2 contains 11536 members 
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	Iteration 241Q: 3 clusters Score -6537259 nChanged 526
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Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -6537414 nChanged 524
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Mstep: Class 1 contains 41404 members 
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Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -6537542 nChanged 545
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Mstep: Class 1 contains 41949 members 
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Mstep: Class 1 contains 43046 members 
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	Iteration 246Q: 3 clusters Score -6538010 nChanged 539
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	Iteration 247Q: 3 clusters Score -6538177 nChanged 516
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	Iteration 249Q: 3 clusters Score -6538468 nChanged 499
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Mstep: Class 1 contains 45622 members 
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	Iteration 251Q: 3 clusters Score -6538794 nChanged 492
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	Iteration 252Q: 3 clusters Score -6538990 nChanged 458
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Mstep: Class 1 contains 46572 members 
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	Iteration 253Q: 3 clusters Score -6539165 nChanged 447
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	Iteration 254Q: 3 clusters Score -6539305 nChanged 432
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Entering Unmasked Estep 
Score: -6539484.000000 Penalty: 3528.511475
	Iteration 255Q: 3 clusters Score -6539484 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -6539590.000000 Penalty: 3528.511475
	Iteration 256Q: 3 clusters Score -6539590 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -6539717.000000 Penalty: 3528.511475
	Iteration 257Q: 3 clusters Score -6539717 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -6539840.500000 Penalty: 3528.511475
	Iteration 258Q: 3 clusters Score -6539840 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48778 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -6539937.000000 Penalty: 3528.511475
	Iteration 259Q: 3 clusters Score -6539937 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49022 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -6540013.500000 Penalty: 3528.511475
	Iteration 260F: 3 clusters Score -6540014 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -6540059.000000 Penalty: 3528.511475
	Iteration 261Q: 3 clusters Score -6540059 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -6540134.000000 Penalty: 3528.511475
	Iteration 262Q: 3 clusters Score -6540134 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49628 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -6540218.000000 Penalty: 3528.511475
	Iteration 263Q: 3 clusters Score -6540218 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49792 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -6540256.000000 Penalty: 3528.511475
	Iteration 264Q: 3 clusters Score -6540256 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49942 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -6540300.000000 Penalty: 3528.511475
	Iteration 265Q: 3 clusters Score -6540300 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50076 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -6540327.500000 Penalty: 3528.511475
	Iteration 266Q: 3 clusters Score -6540328 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50185 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -6540370.500000 Penalty: 3528.511475
	Iteration 267Q: 3 clusters Score -6540370 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50297 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -6540416.500000 Penalty: 3528.511475
	Iteration 268Q: 3 clusters Score -6540416 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50405 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -6540502.000000 Penalty: 3528.511475
	Iteration 269Q: 3 clusters Score -6540502 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50503 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -6540508.000000 Penalty: 3528.511475
	Iteration 270Q: 3 clusters Score -6540508 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50584 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -6540540.000000 Penalty: 3528.511475
	Iteration 271Q: 3 clusters Score -6540540 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -6540571.500000 Penalty: 3528.511475
	Iteration 272Q: 3 clusters Score -6540572 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50720 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -6540587.000000 Penalty: 3528.511475
	Iteration 273Q: 3 clusters Score -6540587 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50777 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6540591.500000 Penalty: 3528.511475
	Iteration 274Q: 3 clusters Score -6540592 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50815 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -6540595.000000 Penalty: 3528.511475
	Iteration 275Q: 3 clusters Score -6540595 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6540623.000000 Penalty: 3528.511475
	Iteration 276Q: 3 clusters Score -6540623 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50902 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -6540642.500000 Penalty: 3528.511475
	Iteration 277Q: 3 clusters Score -6540642 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50943 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6540653.500000 Penalty: 3528.511475
	Iteration 278Q: 3 clusters Score -6540654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50970 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -6540664.500000 Penalty: 3528.511475
	Iteration 279Q: 3 clusters Score -6540664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51006 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -6540678.000000 Penalty: 3528.511475
	Iteration 280F: 3 clusters Score -6540678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51033 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6540696.500000 Penalty: 3528.511475
	Iteration 281Q: 3 clusters Score -6540696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51060 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6540703.500000 Penalty: 3528.511475
	Iteration 282Q: 3 clusters Score -6540704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6540707.500000 Penalty: 3528.511475
	Iteration 283Q: 3 clusters Score -6540708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6540722.500000 Penalty: 3528.511475
	Iteration 284Q: 3 clusters Score -6540722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51117 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -6540726.500000 Penalty: 3528.511475
	Iteration 285Q: 3 clusters Score -6540726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51126 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6540734.500000 Penalty: 3528.511475
	Iteration 286Q: 3 clusters Score -6540734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51140 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -6540737.500000 Penalty: 3528.511475
	Iteration 287Q: 3 clusters Score -6540738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -6540746.000000 Penalty: 3528.511475
	Iteration 288Q: 3 clusters Score -6540746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51150 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6540745.500000 Penalty: 3528.511475
	Iteration 289Q: 3 clusters Score -6540746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51157 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -6540750.500000 Penalty: 3528.511475
	Iteration 290Q: 3 clusters Score -6540750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51164 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6540748.500000 Penalty: 3528.511475
	Iteration 291Q: 3 clusters Score -6540748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51175 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6540751.000000 Penalty: 3528.511475
	Iteration 292Q: 3 clusters Score -6540751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51183 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6540759.000000 Penalty: 3528.511475
	Iteration 293Q: 3 clusters Score -6540759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51190 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6540766.500000 Penalty: 3528.511475
	Iteration 294Q: 3 clusters Score -6540766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6540771.000000 Penalty: 3528.511475
	Iteration 295Q: 3 clusters Score -6540771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6540775.500000 Penalty: 3528.511475
	Iteration 296Q: 3 clusters Score -6540776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51209 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6540773.000000 Penalty: 3528.511475
	Iteration 297Q: 3 clusters Score -6540773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -6540777.000000 Penalty: 3528.511475
	Iteration 298Q: 3 clusters Score -6540777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6540777.000000 Penalty: 3528.511475
	Iteration 299Q: 3 clusters Score -6540777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6540777.000000 Penalty: 3528.511475
	Iteration 300F: 3 clusters Score -6540777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Entering Unmasked Estep 
Score: -1207261.250000 Penalty: 1489.911255
	Iteration 0F: 2 clusters Score -1207261 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 4750 members 
Entering Unmasked Estep 
Score: -1200340.875000 Penalty: 2979.822510
	Iteration 0F: 3 clusters Score -1200341 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1202556.250000 Penalty: 2979.822510
	Iteration 1F: 3 clusters Score -1202556 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1202785.500000 Penalty: 2979.822510
	Iteration 2F: 3 clusters Score -1202786 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1202942.875000 Penalty: 2979.822510
	Iteration 3Q: 3 clusters Score -1202943 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1203077.375000 Penalty: 2979.822510
	Iteration 4Q: 3 clusters Score -1203077 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1203209.000000 Penalty: 2979.822510
	Iteration 5Q: 3 clusters Score -1203209 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1203361.125000 Penalty: 2979.822510
	Iteration 6Q: 3 clusters Score -1203361 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1203580.500000 Penalty: 2979.822510
	Iteration 7Q: 3 clusters Score -1203580 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1203851.250000 Penalty: 2979.822510
	Iteration 8Q: 3 clusters Score -1203851 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1204177.500000 Penalty: 2979.822510
	Iteration 9F: 3 clusters Score -1204178 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1204612.125000 Penalty: 2979.822510
	Iteration 10F: 3 clusters Score -1204612 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1205108.500000 Penalty: 2979.822510
	Iteration 11F: 3 clusters Score -1205108 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1205537.250000 Penalty: 2979.822510
	Iteration 12Q: 3 clusters Score -1205537 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1205827.875000 Penalty: 2979.822510
	Iteration 13Q: 3 clusters Score -1205828 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1206030.375000 Penalty: 2979.822510
	Iteration 14Q: 3 clusters Score -1206030 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1206182.875000 Penalty: 2979.822510
	Iteration 15Q: 3 clusters Score -1206183 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1206294.625000 Penalty: 2979.822510
	Iteration 16Q: 3 clusters Score -1206295 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1206388.625000 Penalty: 2979.822510
	Iteration 17Q: 3 clusters Score -1206389 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1206444.000000 Penalty: 2979.822510
	Iteration 18Q: 3 clusters Score -1206444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1206480.375000 Penalty: 2979.822510
	Iteration 19Q: 3 clusters Score -1206480 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1206512.375000 Penalty: 2979.822510
	Iteration 20F: 3 clusters Score -1206512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1206526.125000 Penalty: 2979.822510
	Iteration 21Q: 3 clusters Score -1206526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1206538.625000 Penalty: 2979.822510
	Iteration 22Q: 3 clusters Score -1206539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1206548.500000 Penalty: 2979.822510
	Iteration 23Q: 3 clusters Score -1206548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1206550.000000 Penalty: 2979.822510
	Iteration 24Q: 3 clusters Score -1206550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1206552.875000 Penalty: 2979.822510
	Iteration 25Q: 3 clusters Score -1206553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1206557.375000 Penalty: 2979.822510
	Iteration 26Q: 3 clusters Score -1206557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1206560.500000 Penalty: 2979.822510
	Iteration 27Q: 3 clusters Score -1206560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1206560.125000 Penalty: 2979.822510
	Iteration 28Q: 3 clusters Score -1206560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1206561.625000 Penalty: 2979.822510
	Iteration 29Q: 3 clusters Score -1206562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1206561.625000 Penalty: 2979.822510
	Iteration 30F: 3 clusters Score -1206562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Entering Unmasked Estep 
Score: -646080.062500 Penalty: 1390.822876
	Iteration 0F: 2 clusters Score -646080.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -641937.812500 Penalty: 2781.645752
	Iteration 0F: 3 clusters Score -641937.8 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -643049.625000 Penalty: 2781.645752
	Iteration 1F: 3 clusters Score -643049.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -643214.437500 Penalty: 2781.645752
	Iteration 2F: 3 clusters Score -643214.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -643343.187500 Penalty: 2781.645752
	Iteration 3F: 3 clusters Score -643343.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -643458.375000 Penalty: 2781.645752
	Iteration 4Q: 3 clusters Score -643458.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -643541.187500 Penalty: 2781.645752
	Iteration 5Q: 3 clusters Score -643541.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -643622.000000 Penalty: 2781.645752
	Iteration 6Q: 3 clusters Score -643622 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -643710.187500 Penalty: 2781.645752
	Iteration 7Q: 3 clusters Score -643710.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -643810.375000 Penalty: 2781.645752
	Iteration 8Q: 3 clusters Score -643810.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -643922.500000 Penalty: 2781.645752
	Iteration 9Q: 3 clusters Score -643922.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -644050.812500 Penalty: 2781.645752
	Iteration 10Q: 3 clusters Score -644050.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -644203.437500 Penalty: 2781.645752
	Iteration 11Q: 3 clusters Score -644203.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -644346.062500 Penalty: 2781.645752
	Iteration 12Q: 3 clusters Score -644346.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -644498.875000 Penalty: 2781.645752
	Iteration 13Q: 3 clusters Score -644498.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -644656.250000 Penalty: 2781.645752
	Iteration 14Q: 3 clusters Score -644656.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -644754.187500 Penalty: 2781.645752
	Iteration 15Q: 3 clusters Score -644754.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -644838.500000 Penalty: 2781.645752
	Iteration 16Q: 3 clusters Score -644838.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -644888.500000 Penalty: 2781.645752
	Iteration 17Q: 3 clusters Score -644888.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -644914.687500 Penalty: 2781.645752
	Iteration 18Q: 3 clusters Score -644914.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -644937.187500 Penalty: 2781.645752
	Iteration 19Q: 3 clusters Score -644937.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -644953.625000 Penalty: 2781.645752
	Iteration 20F: 3 clusters Score -644953.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -644967.125000 Penalty: 2781.645752
	Iteration 21Q: 3 clusters Score -644967.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -644979.437500 Penalty: 2781.645752
	Iteration 22Q: 3 clusters Score -644979.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -644984.500000 Penalty: 2781.645752
	Iteration 23Q: 3 clusters Score -644984.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -644993.500000 Penalty: 2781.645752
	Iteration 24Q: 3 clusters Score -644993.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -645004.562500 Penalty: 2781.645752
	Iteration 25Q: 3 clusters Score -645004.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -645007.875000 Penalty: 2781.645752
	Iteration 26Q: 3 clusters Score -645007.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -645008.750000 Penalty: 2781.645752
	Iteration 27Q: 3 clusters Score -645008.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -645009.312500 Penalty: 2781.645752
	Iteration 28Q: 3 clusters Score -645009.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -645009.625000 Penalty: 2781.645752
	Iteration 29Q: 3 clusters Score -645009.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -645009.625000 Penalty: 2781.645752
	Iteration 30F: 3 clusters Score -645009.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Entering Unmasked Estep 
Score: -198237.687500 Penalty: 1214.926758
	Iteration 0F: 2 clusters Score -198237.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -196302.609375 Penalty: 2429.853516
	Iteration 0F: 3 clusters Score -196302.6 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -196748.828125 Penalty: 2429.853516
	Iteration 1F: 3 clusters Score -196748.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -197023.984375 Penalty: 2429.853516
	Iteration 2F: 3 clusters Score -197024 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -197338.546875 Penalty: 2429.853516
	Iteration 3F: 3 clusters Score -197338.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -197745.812500 Penalty: 2429.853516
	Iteration 4F: 3 clusters Score -197745.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -198037.953125 Penalty: 2429.853516
	Iteration 5F: 3 clusters Score -198038 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -198206.953125 Penalty: 2429.853516
	Iteration 6F: 3 clusters Score -198207 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -198287.156250 Penalty: 2429.853516
	Iteration 7Q: 3 clusters Score -198287.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -198315.250000 Penalty: 2429.853516
	Iteration 8Q: 3 clusters Score -198315.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -198326.296875 Penalty: 2429.853516
	Iteration 9Q: 3 clusters Score -198326.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -198338.437500 Penalty: 2429.853516
	Iteration 10Q: 3 clusters Score -198338.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -198340.281250 Penalty: 2429.853516
	Iteration 11Q: 3 clusters Score -198340.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -198342.859375 Penalty: 2429.853516
	Iteration 12Q: 3 clusters Score -198342.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -198344.140625 Penalty: 2429.853516
	Iteration 13Q: 3 clusters Score -198344.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -198345.968750 Penalty: 2429.853516
	Iteration 14Q: 3 clusters Score -198346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -198347.500000 Penalty: 2429.853516
	Iteration 15Q: 3 clusters Score -198347.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -198349.875000 Penalty: 2429.853516
	Iteration 16Q: 3 clusters Score -198349.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -198352.171875 Penalty: 2429.853516
	Iteration 17Q: 3 clusters Score -198352.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -198352.953125 Penalty: 2429.853516
	Iteration 18Q: 3 clusters Score -198353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -198352.953125 Penalty: 2429.853516
	Iteration 19F: 3 clusters Score -198353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 96389 members 
Mstep: Class 3 contains 7174 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51894 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 5213 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 6837 members 
Mstep: Class 10 contains 101765 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109815 members 
Mstep: Class 13 contains 14712 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6683 members 
Mstep: Class 16 contains 8681 members 
Mstep: Class 17 contains 24849 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 2949 members 
Mstep: Class 21 contains 50756 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4917 members 
Mstep: Class 24 contains 9581 members 
Mstep: Class 25 contains 79602 members 
Mstep: Class 26 contains 33230 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4513 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3816 members 
Mstep: Class 34 contains 1387 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6371 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99672 members 
Mstep: Class 42 contains 7704 members 
Mstep: Class 43 contains 23691 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106472 members 
Mstep: Class 46 contains 983 members 
Entering Unmasked Estep 
Score: -111783312.000000 Penalty: 102634.984375
Splitting cluster 8 changes total score from -111784440.000000 to -111783312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (6837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Entering Unmasked Estep 
Score: -870605.125000 Penalty: 1434.891846
	Iteration 0F: 2 clusters Score -870605.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -865358.562500 Penalty: 2869.783691
	Iteration 0F: 3 clusters Score -865358.6 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -866922.375000 Penalty: 2869.783691
	Iteration 1F: 3 clusters Score -866922.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -867105.937500 Penalty: 2869.783691
	Iteration 2F: 3 clusters Score -867105.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -867235.875000 Penalty: 2869.783691
	Iteration 3Q: 3 clusters Score -867235.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -867315.812500 Penalty: 2869.783691
	Iteration 4Q: 3 clusters Score -867315.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -867378.187500 Penalty: 2869.783691
	Iteration 5Q: 3 clusters Score -867378.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -867439.750000 Penalty: 2869.783691
	Iteration 6Q: 3 clusters Score -867439.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -867501.750000 Penalty: 2869.783691
	Iteration 7Q: 3 clusters Score -867501.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -867549.687500 Penalty: 2869.783691
	Iteration 8Q: 3 clusters Score -867549.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -867598.312500 Penalty: 2869.783691
	Iteration 9Q: 3 clusters Score -867598.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -867656.750000 Penalty: 2869.783691
	Iteration 10Q: 3 clusters Score -867656.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -867730.375000 Penalty: 2869.783691
	Iteration 11Q: 3 clusters Score -867730.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -867818.312500 Penalty: 2869.783691
	Iteration 12Q: 3 clusters Score -867818.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -867922.000000 Penalty: 2869.783691
	Iteration 13Q: 3 clusters Score -867922 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -868070.687500 Penalty: 2869.783691
	Iteration 14Q: 3 clusters Score -868070.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -868260.687500 Penalty: 2869.783691
	Iteration 15Q: 3 clusters Score -868260.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -868467.750000 Penalty: 2869.783691
	Iteration 16Q: 3 clusters Score -868467.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -868680.687500 Penalty: 2869.783691
	Iteration 17Q: 3 clusters Score -868680.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -868885.875000 Penalty: 2869.783691
	Iteration 18Q: 3 clusters Score -868885.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -869037.625000 Penalty: 2869.783691
	Iteration 19Q: 3 clusters Score -869037.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -869142.500000 Penalty: 2869.783691
	Iteration 20F: 3 clusters Score -869142.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -869205.062500 Penalty: 2869.783691
	Iteration 21Q: 3 clusters Score -869205.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -869250.375000 Penalty: 2869.783691
	Iteration 22Q: 3 clusters Score -869250.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -869270.500000 Penalty: 2869.783691
	Iteration 23Q: 3 clusters Score -869270.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -869291.187500 Penalty: 2869.783691
	Iteration 24Q: 3 clusters Score -869291.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -869307.875000 Penalty: 2869.783691
	Iteration 25Q: 3 clusters Score -869307.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -869324.250000 Penalty: 2869.783691
	Iteration 26Q: 3 clusters Score -869324.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -869329.062500 Penalty: 2869.783691
	Iteration 27Q: 3 clusters Score -869329.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -869335.562500 Penalty: 2869.783691
	Iteration 28Q: 3 clusters Score -869335.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -869346.125000 Penalty: 2869.783691
	Iteration 29Q: 3 clusters Score -869346.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -869354.125000 Penalty: 2869.783691
	Iteration 30Q: 3 clusters Score -869354.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -869360.562500 Penalty: 2869.783691
	Iteration 31Q: 3 clusters Score -869360.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -869363.062500 Penalty: 2869.783691
	Iteration 32Q: 3 clusters Score -869363.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -869370.062500 Penalty: 2869.783691
	Iteration 33Q: 3 clusters Score -869370.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -869374.750000 Penalty: 2869.783691
	Iteration 34Q: 3 clusters Score -869374.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -869377.375000 Penalty: 2869.783691
	Iteration 35Q: 3 clusters Score -869377.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -869379.437500 Penalty: 2869.783691
	Iteration 36Q: 3 clusters Score -869379.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -869379.437500 Penalty: 2869.783691
	Iteration 37F: 3 clusters Score -869379.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (101765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101765 members 
Entering Unmasked Estep 
Score: -12753945.000000 Penalty: 1873.693481
	Iteration 0F: 2 clusters Score -1.275394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51043 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
Score: -12687095.000000 Penalty: 3747.386963
	Iteration 0F: 3 clusters Score -1.26871e+07 nChanged 48809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55204 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -12715578.000000 Penalty: 3747.386963
	Iteration 1F: 3 clusters Score -1.271558e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57849 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -12716631.000000 Penalty: 3747.386963
	Iteration 2Q: 3 clusters Score -1.271663e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61744 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -12718332.000000 Penalty: 3747.386963
	Iteration 3Q: 3 clusters Score -1.271833e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67402 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -12721428.000000 Penalty: 3747.386963
	Iteration 4F: 3 clusters Score -1.272143e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74879 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -12726670.000000 Penalty: 3747.386963
	Iteration 5F: 3 clusters Score -1.272667e+07 nChanged 8939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83776 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -12734477.000000 Penalty: 3747.386963
	Iteration 6F: 3 clusters Score -1.273448e+07 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92306 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -12743216.000000 Penalty: 3747.386963
	Iteration 7F: 3 clusters Score -1.274322e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98056 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -12749482.000000 Penalty: 3747.386963
	Iteration 8F: 3 clusters Score -1.274948e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100693 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -12751544.000000 Penalty: 3747.386963
	Iteration 9Q: 3 clusters Score -1.275154e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101413 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -12752042.000000 Penalty: 3747.386963
	Iteration 10Q: 3 clusters Score -1.275204e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101583 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -12752191.000000 Penalty: 3747.386963
	Iteration 11Q: 3 clusters Score -1.275219e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101621 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12752244.000000 Penalty: 3747.386963
	Iteration 12Q: 3 clusters Score -1.275224e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101633 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12752266.000000 Penalty: 3747.386963
	Iteration 13Q: 3 clusters Score -1.275227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101635 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12752277.000000 Penalty: 3747.386963
	Iteration 14Q: 3 clusters Score -1.275228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101637 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12752290.000000 Penalty: 3747.386963
	Iteration 15Q: 3 clusters Score -1.275229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101639 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12752292.000000 Penalty: 3747.386963
	Iteration 16Q: 3 clusters Score -1.275229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101642 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12752304.000000 Penalty: 3747.386963
	Iteration 17Q: 3 clusters Score -1.27523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101641 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12752306.000000 Penalty: 3747.386963
	Iteration 18Q: 3 clusters Score -1.275231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101641 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12752318.000000 Penalty: 3747.386963
	Iteration 19Q: 3 clusters Score -1.275232e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101641 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12752318.000000 Penalty: 3747.386963
	Iteration 20F: 3 clusters Score -1.275232e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Entering Unmasked Estep 
Score: -1180134.875000 Penalty: 1487.607910
	Iteration 0F: 2 clusters Score -1180135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1173266.625000 Penalty: 2975.215820
	Iteration 0F: 3 clusters Score -1173267 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1175545.125000 Penalty: 2975.215820
	Iteration 1F: 3 clusters Score -1175545 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1176001.750000 Penalty: 2975.215820
	Iteration 2F: 3 clusters Score -1176002 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1176531.000000 Penalty: 2975.215820
	Iteration 3F: 3 clusters Score -1176531 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1177134.500000 Penalty: 2975.215820
	Iteration 4F: 3 clusters Score -1177134 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1177720.250000 Penalty: 2975.215820
	Iteration 5F: 3 clusters Score -1177720 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1178222.125000 Penalty: 2975.215820
	Iteration 6F: 3 clusters Score -1178222 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1178564.750000 Penalty: 2975.215820
	Iteration 7F: 3 clusters Score -1178565 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1178794.750000 Penalty: 2975.215820
	Iteration 8Q: 3 clusters Score -1178795 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1178931.000000 Penalty: 2975.215820
	Iteration 9Q: 3 clusters Score -1178931 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1179026.000000 Penalty: 2975.215820
	Iteration 10Q: 3 clusters Score -1179026 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1179084.000000 Penalty: 2975.215820
	Iteration 11Q: 3 clusters Score -1179084 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1179126.000000 Penalty: 2975.215820
	Iteration 12Q: 3 clusters Score -1179126 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1179147.000000 Penalty: 2975.215820
	Iteration 13Q: 3 clusters Score -1179147 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1179163.500000 Penalty: 2975.215820
	Iteration 14Q: 3 clusters Score -1179164 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1179174.500000 Penalty: 2975.215820
	Iteration 15Q: 3 clusters Score -1179174 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1179186.875000 Penalty: 2975.215820
	Iteration 16Q: 3 clusters Score -1179187 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1179195.000000 Penalty: 2975.215820
	Iteration 17Q: 3 clusters Score -1179195 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1179204.500000 Penalty: 2975.215820
	Iteration 18Q: 3 clusters Score -1179204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1179209.125000 Penalty: 2975.215820
	Iteration 19Q: 3 clusters Score -1179209 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1179214.875000 Penalty: 2975.215820
	Iteration 20F: 3 clusters Score -1179215 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1179217.750000 Penalty: 2975.215820
	Iteration 21Q: 3 clusters Score -1179218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1179221.000000 Penalty: 2975.215820
	Iteration 22Q: 3 clusters Score -1179221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1179227.250000 Penalty: 2975.215820
	Iteration 23Q: 3 clusters Score -1179227 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1179231.375000 Penalty: 2975.215820
	Iteration 24Q: 3 clusters Score -1179231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1179233.500000 Penalty: 2975.215820
	Iteration 25Q: 3 clusters Score -1179234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1179237.000000 Penalty: 2975.215820
	Iteration 26Q: 3 clusters Score -1179237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1179238.375000 Penalty: 2975.215820
	Iteration 27Q: 3 clusters Score -1179238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1179240.250000 Penalty: 2975.215820
	Iteration 28Q: 3 clusters Score -1179240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1179239.625000 Penalty: 2975.215820
	Iteration 29Q: 3 clusters Score -1179240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1179240.625000 Penalty: 2975.215820
	Iteration 30Q: 3 clusters Score -1179241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1179243.250000 Penalty: 2975.215820
	Iteration 31Q: 3 clusters Score -1179243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1179242.875000 Penalty: 2975.215820
	Iteration 32Q: 3 clusters Score -1179243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1179244.000000 Penalty: 2975.215820
	Iteration 33Q: 3 clusters Score -1179244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1179244.000000 Penalty: 2975.215820
	Iteration 34F: 3 clusters Score -1179244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (109815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109815 members 
Entering Unmasked Estep 
Score: -13767069.000000 Penalty: 1886.064697
	Iteration 0F: 2 clusters Score -1.376707e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54916 members 
Mstep: Class 2 contains 54899 members 
Entering Unmasked Estep 
Score: -13696992.000000 Penalty: 3772.129395
	Iteration 0F: 3 clusters Score -1.369699e+07 nChanged 52568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54916 members 
Mstep: Class 2 contains 54899 members 
Entering Unmasked Estep 
Score: -13727107.000000 Penalty: 3772.129395
	Iteration 1F: 3 clusters Score -1.372711e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 55090 members 
Entering Unmasked Estep 
Score: -13727636.000000 Penalty: 3772.129395
	Iteration 2Q: 3 clusters Score -1.372764e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 55398 members 
Entering Unmasked Estep 
Score: -13728351.000000 Penalty: 3772.129395
	Iteration 3Q: 3 clusters Score -1.372835e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53953 members 
Mstep: Class 2 contains 55862 members 
Entering Unmasked Estep 
Score: -13729147.000000 Penalty: 3772.129395
	Iteration 4Q: 3 clusters Score -1.372915e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 56640 members 
Entering Unmasked Estep 
Score: -13730438.000000 Penalty: 3772.129395
	Iteration 5Q: 3 clusters Score -1.373044e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 57934 members 
Entering Unmasked Estep 
Score: -13732361.000000 Penalty: 3772.129395
	Iteration 6Q: 3 clusters Score -1.373236e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50204 members 
Mstep: Class 2 contains 59611 members 
Entering Unmasked Estep 
Score: -13735701.000000 Penalty: 3772.129395
	Iteration 7F: 3 clusters Score -1.37357e+07 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 61675 members 
Entering Unmasked Estep 
Score: -13741077.000000 Penalty: 3772.129395
	Iteration 8F: 3 clusters Score -1.374108e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 63550 members 
Entering Unmasked Estep 
Score: -13747147.000000 Penalty: 3772.129395
	Iteration 9F: 3 clusters Score -1.374715e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 64927 members 
Entering Unmasked Estep 
Score: -13750762.000000 Penalty: 3772.129395
	Iteration 10F: 3 clusters Score -1.375076e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 65916 members 
Entering Unmasked Estep 
Score: -13752153.000000 Penalty: 3772.129395
	Iteration 11Q: 3 clusters Score -1.375215e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 66876 members 
Entering Unmasked Estep 
Score: -13752912.000000 Penalty: 3772.129395
	Iteration 12Q: 3 clusters Score -1.375291e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 67948 members 
Entering Unmasked Estep 
Score: -13753459.000000 Penalty: 3772.129395
	Iteration 13Q: 3 clusters Score -1.375346e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 69062 members 
Entering Unmasked Estep 
Score: -13754100.000000 Penalty: 3772.129395
	Iteration 14Q: 3 clusters Score -1.37541e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 70237 members 
Entering Unmasked Estep 
Score: -13754767.000000 Penalty: 3772.129395
	Iteration 15Q: 3 clusters Score -1.375477e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 71505 members 
Entering Unmasked Estep 
Score: -13755453.000000 Penalty: 3772.129395
	Iteration 16Q: 3 clusters Score -1.375545e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 72821 members 
Entering Unmasked Estep 
Score: -13756278.000000 Penalty: 3772.129395
	Iteration 17Q: 3 clusters Score -1.375628e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 74174 members 
Entering Unmasked Estep 
Score: -13757142.000000 Penalty: 3772.129395
	Iteration 18Q: 3 clusters Score -1.375714e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 75563 members 
Entering Unmasked Estep 
Score: -13757918.000000 Penalty: 3772.129395
	Iteration 19Q: 3 clusters Score -1.375792e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 76991 members 
Entering Unmasked Estep 
Score: -13758822.000000 Penalty: 3772.129395
	Iteration 20F: 3 clusters Score -1.375882e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 78403 members 
Entering Unmasked Estep 
Score: -13759628.000000 Penalty: 3772.129395
	Iteration 21Q: 3 clusters Score -1.375963e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 79753 members 
Entering Unmasked Estep 
Score: -13760381.000000 Penalty: 3772.129395
	Iteration 22Q: 3 clusters Score -1.376038e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 80986 members 
Entering Unmasked Estep 
Score: -13760918.000000 Penalty: 3772.129395
	Iteration 23Q: 3 clusters Score -1.376092e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 82058 members 
Entering Unmasked Estep 
Score: -13761553.000000 Penalty: 3772.129395
	Iteration 24Q: 3 clusters Score -1.376155e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 83041 members 
Entering Unmasked Estep 
Score: -13761983.000000 Penalty: 3772.129395
	Iteration 25Q: 3 clusters Score -1.376198e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 83914 members 
Entering Unmasked Estep 
Score: -13762310.000000 Penalty: 3772.129395
	Iteration 26Q: 3 clusters Score -1.376231e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 84719 members 
Entering Unmasked Estep 
Score: -13762607.000000 Penalty: 3772.129395
	Iteration 27Q: 3 clusters Score -1.376261e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 85464 members 
Entering Unmasked Estep 
Score: -13762877.000000 Penalty: 3772.129395
	Iteration 28Q: 3 clusters Score -1.376288e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 86223 members 
Entering Unmasked Estep 
Score: -13763108.000000 Penalty: 3772.129395
	Iteration 29Q: 3 clusters Score -1.376311e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 86960 members 
Entering Unmasked Estep 
Score: -13763359.000000 Penalty: 3772.129395
	Iteration 30Q: 3 clusters Score -1.376336e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 87684 members 
Entering Unmasked Estep 
Score: -13763595.000000 Penalty: 3772.129395
	Iteration 31Q: 3 clusters Score -1.37636e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 88390 members 
Entering Unmasked Estep 
Score: -13763766.000000 Penalty: 3772.129395
	Iteration 32Q: 3 clusters Score -1.376377e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 89077 members 
Entering Unmasked Estep 
Score: -13763954.000000 Penalty: 3772.129395
	Iteration 33Q: 3 clusters Score -1.376395e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 89763 members 
Entering Unmasked Estep 
Score: -13764117.000000 Penalty: 3772.129395
	Iteration 34Q: 3 clusters Score -1.376412e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 90413 members 
Entering Unmasked Estep 
Score: -13764437.000000 Penalty: 3772.129395
	Iteration 35Q: 3 clusters Score -1.376444e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 91105 members 
Entering Unmasked Estep 
Score: -13764839.000000 Penalty: 3772.129395
	Iteration 36Q: 3 clusters Score -1.376484e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 91879 members 
Entering Unmasked Estep 
Score: -13765153.000000 Penalty: 3772.129395
	Iteration 37Q: 3 clusters Score -1.376515e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 92662 members 
Entering Unmasked Estep 
Score: -13765453.000000 Penalty: 3772.129395
	Iteration 38Q: 3 clusters Score -1.376545e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 93501 members 
Entering Unmasked Estep 
Score: -13765797.000000 Penalty: 3772.129395
	Iteration 39Q: 3 clusters Score -1.37658e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 94391 members 
Entering Unmasked Estep 
Score: -13766009.000000 Penalty: 3772.129395
	Iteration 40F: 3 clusters Score -1.376601e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 95285 members 
Entering Unmasked Estep 
Score: -13766360.000000 Penalty: 3772.129395
	Iteration 41Q: 3 clusters Score -1.376636e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 96175 members 
Entering Unmasked Estep 
Score: -13766643.000000 Penalty: 3772.129395
	Iteration 42Q: 3 clusters Score -1.376664e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 97072 members 
Entering Unmasked Estep 
Score: -13766889.000000 Penalty: 3772.129395
	Iteration 43Q: 3 clusters Score -1.376689e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 97884 members 
Entering Unmasked Estep 
Score: -13767074.000000 Penalty: 3772.129395
	Iteration 44Q: 3 clusters Score -1.376707e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 98665 members 
Entering Unmasked Estep 
Score: -13767175.000000 Penalty: 3772.129395
	Iteration 45Q: 3 clusters Score -1.376718e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 99455 members 
Entering Unmasked Estep 
Score: -13767315.000000 Penalty: 3772.129395
	Iteration 46Q: 3 clusters Score -1.376732e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 100255 members 
Entering Unmasked Estep 
Score: -13767381.000000 Penalty: 3772.129395
	Iteration 47Q: 3 clusters Score -1.376738e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 101027 members 
Entering Unmasked Estep 
Score: -13767467.000000 Penalty: 3772.129395
	Iteration 48Q: 3 clusters Score -1.376747e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 101745 members 
Entering Unmasked Estep 
Score: -13767437.000000 Penalty: 3772.129395
	Iteration 49Q: 3 clusters Score -1.376744e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 102414 members 
Entering Unmasked Estep 
Score: -13767420.000000 Penalty: 3772.129395
	Iteration 50Q: 3 clusters Score -1.376742e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 103035 members 
Entering Unmasked Estep 
Score: -13767492.000000 Penalty: 3772.129395
	Iteration 51Q: 3 clusters Score -1.376749e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 103601 members 
Entering Unmasked Estep 
Score: -13767548.000000 Penalty: 3772.129395
	Iteration 52Q: 3 clusters Score -1.376755e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 104111 members 
Entering Unmasked Estep 
Score: -13767513.000000 Penalty: 3772.129395
	Iteration 53Q: 3 clusters Score -1.376751e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 104578 members 
Entering Unmasked Estep 
Score: -13767468.000000 Penalty: 3772.129395
	Iteration 54Q: 3 clusters Score -1.376747e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 104971 members 
Entering Unmasked Estep 
Score: -13767367.000000 Penalty: 3772.129395
	Iteration 55Q: 3 clusters Score -1.376737e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 105324 members 
Entering Unmasked Estep 
Score: -13767318.000000 Penalty: 3772.129395
	Iteration 56Q: 3 clusters Score -1.376732e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 105657 members 
Entering Unmasked Estep 
Score: -13767252.000000 Penalty: 3772.129395
	Iteration 57Q: 3 clusters Score -1.376725e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 105963 members 
Entering Unmasked Estep 
Score: -13767172.000000 Penalty: 3772.129395
	Iteration 58Q: 3 clusters Score -1.376717e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 106235 members 
Entering Unmasked Estep 
Score: -13767097.000000 Penalty: 3772.129395
	Iteration 59Q: 3 clusters Score -1.37671e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 106476 members 
Entering Unmasked Estep 
Score: -13767006.000000 Penalty: 3772.129395
	Iteration 60F: 3 clusters Score -1.376701e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 106686 members 
Entering Unmasked Estep 
Score: -13766948.000000 Penalty: 3772.129395
	Iteration 61Q: 3 clusters Score -1.376695e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 106867 members 
Entering Unmasked Estep 
Score: -13766904.000000 Penalty: 3772.129395
	Iteration 62Q: 3 clusters Score -1.37669e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 107032 members 
Entering Unmasked Estep 
Score: -13766883.000000 Penalty: 3772.129395
	Iteration 63Q: 3 clusters Score -1.376688e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 107181 members 
Entering Unmasked Estep 
Score: -13766782.000000 Penalty: 3772.129395
	Iteration 64Q: 3 clusters Score -1.376678e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 107321 members 
Entering Unmasked Estep 
Score: -13766780.000000 Penalty: 3772.129395
	Iteration 65Q: 3 clusters Score -1.376678e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 107444 members 
Entering Unmasked Estep 
Score: -13766743.000000 Penalty: 3772.129395
	Iteration 66Q: 3 clusters Score -1.376674e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 107554 members 
Entering Unmasked Estep 
Score: -13766676.000000 Penalty: 3772.129395
	Iteration 67Q: 3 clusters Score -1.376668e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 107656 members 
Entering Unmasked Estep 
Score: -13766612.000000 Penalty: 3772.129395
	Iteration 68Q: 3 clusters Score -1.376661e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 107742 members 
Entering Unmasked Estep 
Score: -13766568.000000 Penalty: 3772.129395
	Iteration 69Q: 3 clusters Score -1.376657e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 107812 members 
Entering Unmasked Estep 
Score: -13766572.000000 Penalty: 3772.129395
	Iteration 70Q: 3 clusters Score -1.376657e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 107880 members 
Entering Unmasked Estep 
Score: -13766556.000000 Penalty: 3772.129395
	Iteration 71Q: 3 clusters Score -1.376656e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 107931 members 
Entering Unmasked Estep 
Score: -13766528.000000 Penalty: 3772.129395
	Iteration 72Q: 3 clusters Score -1.376653e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 107990 members 
Entering Unmasked Estep 
Score: -13766500.000000 Penalty: 3772.129395
	Iteration 73Q: 3 clusters Score -1.37665e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 108037 members 
Entering Unmasked Estep 
Score: -13766485.000000 Penalty: 3772.129395
	Iteration 74Q: 3 clusters Score -1.376648e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 108086 members 
Entering Unmasked Estep 
Score: -13766489.000000 Penalty: 3772.129395
	Iteration 75Q: 3 clusters Score -1.376649e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 108130 members 
Entering Unmasked Estep 
Score: -13766478.000000 Penalty: 3772.129395
	Iteration 76Q: 3 clusters Score -1.376648e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 108177 members 
Entering Unmasked Estep 
Score: -13766434.000000 Penalty: 3772.129395
	Iteration 77Q: 3 clusters Score -1.376643e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 108224 members 
Entering Unmasked Estep 
Score: -13766405.000000 Penalty: 3772.129395
	Iteration 78Q: 3 clusters Score -1.37664e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 108271 members 
Entering Unmasked Estep 
Score: -13766373.000000 Penalty: 3772.129395
	Iteration 79Q: 3 clusters Score -1.376637e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 108319 members 
Entering Unmasked Estep 
Score: -13766333.000000 Penalty: 3772.129395
	Iteration 80F: 3 clusters Score -1.376633e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 108367 members 
Entering Unmasked Estep 
Score: -13766357.000000 Penalty: 3772.129395
	Iteration 81Q: 3 clusters Score -1.376636e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 108410 members 
Entering Unmasked Estep 
Score: -13766331.000000 Penalty: 3772.129395
	Iteration 82Q: 3 clusters Score -1.376633e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 108449 members 
Entering Unmasked Estep 
Score: -13766319.000000 Penalty: 3772.129395
	Iteration 83Q: 3 clusters Score -1.376632e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 108481 members 
Entering Unmasked Estep 
Score: -13766310.000000 Penalty: 3772.129395
	Iteration 84Q: 3 clusters Score -1.376631e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 108508 members 
Entering Unmasked Estep 
Score: -13766289.000000 Penalty: 3772.129395
	Iteration 85Q: 3 clusters Score -1.376629e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 108534 members 
Entering Unmasked Estep 
Score: -13766271.000000 Penalty: 3772.129395
	Iteration 86Q: 3 clusters Score -1.376627e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 108553 members 
Entering Unmasked Estep 
Score: -13766291.000000 Penalty: 3772.129395
	Iteration 87Q: 3 clusters Score -1.376629e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 108567 members 
Entering Unmasked Estep 
Score: -13766296.000000 Penalty: 3772.129395
	Iteration 88Q: 3 clusters Score -1.37663e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 108590 members 
Entering Unmasked Estep 
Score: -13766277.000000 Penalty: 3772.129395
	Iteration 89Q: 3 clusters Score -1.376628e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 108603 members 
Entering Unmasked Estep 
Score: -13766267.000000 Penalty: 3772.129395
	Iteration 90Q: 3 clusters Score -1.376627e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 108615 members 
Entering Unmasked Estep 
Score: -13766259.000000 Penalty: 3772.129395
	Iteration 91Q: 3 clusters Score -1.376626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 108625 members 
Entering Unmasked Estep 
Score: -13766248.000000 Penalty: 3772.129395
	Iteration 92Q: 3 clusters Score -1.376625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 108634 members 
Entering Unmasked Estep 
Score: -13766248.000000 Penalty: 3772.129395
	Iteration 93Q: 3 clusters Score -1.376625e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 108646 members 
Entering Unmasked Estep 
Score: -13766251.000000 Penalty: 3772.129395
	Iteration 94Q: 3 clusters Score -1.376625e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 108659 members 
Entering Unmasked Estep 
Score: -13766237.000000 Penalty: 3772.129395
	Iteration 95Q: 3 clusters Score -1.376624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 108672 members 
Entering Unmasked Estep 
Score: -13766239.000000 Penalty: 3772.129395
	Iteration 96Q: 3 clusters Score -1.376624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 108684 members 
Entering Unmasked Estep 
Score: -13766235.000000 Penalty: 3772.129395
	Iteration 97Q: 3 clusters Score -1.376624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 108696 members 
Entering Unmasked Estep 
Score: -13766235.000000 Penalty: 3772.129395
	Iteration 98Q: 3 clusters Score -1.376624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 108702 members 
Entering Unmasked Estep 
Score: -13766234.000000 Penalty: 3772.129395
	Iteration 99Q: 3 clusters Score -1.376623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 108707 members 
Entering Unmasked Estep 
Score: -13766218.000000 Penalty: 3772.129395
	Iteration 100F: 3 clusters Score -1.376622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 108710 members 
Entering Unmasked Estep 
Score: -13766216.000000 Penalty: 3772.129395
	Iteration 101Q: 3 clusters Score -1.376622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 108713 members 
Entering Unmasked Estep 
Score: -13766214.000000 Penalty: 3772.129395
	Iteration 102Q: 3 clusters Score -1.376621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 108717 members 
Entering Unmasked Estep 
Score: -13766211.000000 Penalty: 3772.129395
	Iteration 103Q: 3 clusters Score -1.376621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 108724 members 
Entering Unmasked Estep 
Score: -13766213.000000 Penalty: 3772.129395
	Iteration 104Q: 3 clusters Score -1.376621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 108728 members 
Entering Unmasked Estep 
Score: -13766205.000000 Penalty: 3772.129395
	Iteration 105Q: 3 clusters Score -1.37662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 108730 members 
Entering Unmasked Estep 
Score: -13766215.000000 Penalty: 3772.129395
	Iteration 106Q: 3 clusters Score -1.376622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 108737 members 
Entering Unmasked Estep 
Score: -13766209.000000 Penalty: 3772.129395
	Iteration 107Q: 3 clusters Score -1.376621e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 108748 members 
Entering Unmasked Estep 
Score: -13766209.000000 Penalty: 3772.129395
	Iteration 108Q: 3 clusters Score -1.376621e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 108754 members 
Entering Unmasked Estep 
Score: -13766202.000000 Penalty: 3772.129395
	Iteration 109Q: 3 clusters Score -1.37662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 108764 members 
Entering Unmasked Estep 
Score: -13766207.000000 Penalty: 3772.129395
	Iteration 110Q: 3 clusters Score -1.376621e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 108770 members 
Entering Unmasked Estep 
Score: -13766206.000000 Penalty: 3772.129395
	Iteration 111Q: 3 clusters Score -1.376621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 108773 members 
Entering Unmasked Estep 
Score: -13766209.000000 Penalty: 3772.129395
	Iteration 112Q: 3 clusters Score -1.376621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 108780 members 
Entering Unmasked Estep 
Score: -13766206.000000 Penalty: 3772.129395
	Iteration 113Q: 3 clusters Score -1.376621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 108785 members 
Entering Unmasked Estep 
Score: -13766207.000000 Penalty: 3772.129395
	Iteration 114Q: 3 clusters Score -1.376621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 108788 members 
Entering Unmasked Estep 
Score: -13766209.000000 Penalty: 3772.129395
	Iteration 115Q: 3 clusters Score -1.376621e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 108794 members 
Entering Unmasked Estep 
Score: -13766203.000000 Penalty: 3772.129395
	Iteration 116Q: 3 clusters Score -1.37662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 108801 members 
Entering Unmasked Estep 
Score: -13766187.000000 Penalty: 3772.129395
	Iteration 117Q: 3 clusters Score -1.376619e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 108809 members 
Entering Unmasked Estep 
Score: -13766182.000000 Penalty: 3772.129395
	Iteration 118Q: 3 clusters Score -1.376618e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 108817 members 
Entering Unmasked Estep 
Score: -13766163.000000 Penalty: 3772.129395
	Iteration 119Q: 3 clusters Score -1.376616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 108822 members 
Entering Unmasked Estep 
Score: -13766156.000000 Penalty: 3772.129395
	Iteration 120F: 3 clusters Score -1.376616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 108825 members 
Entering Unmasked Estep 
Score: -13766154.000000 Penalty: 3772.129395
	Iteration 121Q: 3 clusters Score -1.376615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 108834 members 
Entering Unmasked Estep 
Score: -13766157.000000 Penalty: 3772.129395
	Iteration 122Q: 3 clusters Score -1.376616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 108839 members 
Entering Unmasked Estep 
Score: -13766150.000000 Penalty: 3772.129395
	Iteration 123Q: 3 clusters Score -1.376615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 108840 members 
Entering Unmasked Estep 
Score: -13766156.000000 Penalty: 3772.129395
	Iteration 124Q: 3 clusters Score -1.376616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 108842 members 
Entering Unmasked Estep 
Score: -13766145.000000 Penalty: 3772.129395
	Iteration 125Q: 3 clusters Score -1.376614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 108843 members 
Entering Unmasked Estep 
Score: -13766142.000000 Penalty: 3772.129395
	Iteration 126Q: 3 clusters Score -1.376614e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 108843 members 
Entering Unmasked Estep 
Score: -13766142.000000 Penalty: 3772.129395
	Iteration 127F: 3 clusters Score -1.376614e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Entering Unmasked Estep 
Score: -1831572.625000 Penalty: 1559.417969
	Iteration 0F: 2 clusters Score -1831573 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 7358 members 
Entering Unmasked Estep 
Score: -1821418.375000 Penalty: 3118.835938
	Iteration 0F: 3 clusters Score -1821418 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1824834.625000 Penalty: 3118.835938
	Iteration 1F: 3 clusters Score -1824835 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1825141.125000 Penalty: 3118.835938
	Iteration 2F: 3 clusters Score -1825141 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1825415.000000 Penalty: 3118.835938
	Iteration 3Q: 3 clusters Score -1825415 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1825719.250000 Penalty: 3118.835938
	Iteration 4Q: 3 clusters Score -1825719 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1826211.000000 Penalty: 3118.835938
	Iteration 5Q: 3 clusters Score -1826211 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1826871.625000 Penalty: 3118.835938
	Iteration 6F: 3 clusters Score -1826872 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1827547.000000 Penalty: 3118.835938
	Iteration 7F: 3 clusters Score -1827547 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1828168.375000 Penalty: 3118.835938
	Iteration 8F: 3 clusters Score -1828168 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1828716.625000 Penalty: 3118.835938
	Iteration 9F: 3 clusters Score -1828717 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1829228.500000 Penalty: 3118.835938
	Iteration 10F: 3 clusters Score -1829228 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1829658.250000 Penalty: 3118.835938
	Iteration 11Q: 3 clusters Score -1829658 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1829968.875000 Penalty: 3118.835938
	Iteration 12Q: 3 clusters Score -1829969 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1830192.375000 Penalty: 3118.835938
	Iteration 13Q: 3 clusters Score -1830192 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1830367.250000 Penalty: 3118.835938
	Iteration 14Q: 3 clusters Score -1830367 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1830536.000000 Penalty: 3118.835938
	Iteration 15Q: 3 clusters Score -1830536 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1830682.750000 Penalty: 3118.835938
	Iteration 16Q: 3 clusters Score -1830683 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1830815.750000 Penalty: 3118.835938
	Iteration 17Q: 3 clusters Score -1830816 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1830923.000000 Penalty: 3118.835938
	Iteration 18Q: 3 clusters Score -1830923 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1831023.625000 Penalty: 3118.835938
	Iteration 19Q: 3 clusters Score -1831024 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1831090.750000 Penalty: 3118.835938
	Iteration 20F: 3 clusters Score -1831091 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1831132.250000 Penalty: 3118.835938
	Iteration 21Q: 3 clusters Score -1831132 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1831156.625000 Penalty: 3118.835938
	Iteration 22Q: 3 clusters Score -1831157 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1831174.875000 Penalty: 3118.835938
	Iteration 23Q: 3 clusters Score -1831175 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1831191.000000 Penalty: 3118.835938
	Iteration 24Q: 3 clusters Score -1831191 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1831202.375000 Penalty: 3118.835938
	Iteration 25Q: 3 clusters Score -1831202 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1831210.000000 Penalty: 3118.835938
	Iteration 26Q: 3 clusters Score -1831210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1831221.375000 Penalty: 3118.835938
	Iteration 27Q: 3 clusters Score -1831221 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1831227.625000 Penalty: 3118.835938
	Iteration 28Q: 3 clusters Score -1831228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1831231.500000 Penalty: 3118.835938
	Iteration 29Q: 3 clusters Score -1831232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1831236.750000 Penalty: 3118.835938
	Iteration 30Q: 3 clusters Score -1831237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1831238.500000 Penalty: 3118.835938
	Iteration 31Q: 3 clusters Score -1831238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1831237.500000 Penalty: 3118.835938
	Iteration 32Q: 3 clusters Score -1831238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1831239.125000 Penalty: 3118.835938
	Iteration 33Q: 3 clusters Score -1831239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1831241.000000 Penalty: 3118.835938
	Iteration 34Q: 3 clusters Score -1831241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1831241.625000 Penalty: 3118.835938
	Iteration 35Q: 3 clusters Score -1831242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1831242.875000 Penalty: 3118.835938
	Iteration 36Q: 3 clusters Score -1831243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1831245.000000 Penalty: 3118.835938
	Iteration 37Q: 3 clusters Score -1831245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1831242.875000 Penalty: 3118.835938
	Iteration 38Q: 3 clusters Score -1831243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1831240.875000 Penalty: 3118.835938
	Iteration 39Q: 3 clusters Score -1831241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1831242.250000 Penalty: 3118.835938
	Iteration 40F: 3 clusters Score -1831242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1831244.000000 Penalty: 3118.835938
	Iteration 41Q: 3 clusters Score -1831244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1831244.250000 Penalty: 3118.835938
	Iteration 42Q: 3 clusters Score -1831244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1831245.375000 Penalty: 3118.835938
	Iteration 43Q: 3 clusters Score -1831245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1831248.875000 Penalty: 3118.835938
	Iteration 44Q: 3 clusters Score -1831249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1831248.375000 Penalty: 3118.835938
	Iteration 45Q: 3 clusters Score -1831248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1831255.000000 Penalty: 3118.835938
	Iteration 46Q: 3 clusters Score -1831255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1831252.250000 Penalty: 3118.835938
	Iteration 47Q: 3 clusters Score -1831252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1831255.125000 Penalty: 3118.835938
	Iteration 48Q: 3 clusters Score -1831255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1831251.000000 Penalty: 3118.835938
	Iteration 49Q: 3 clusters Score -1831251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1831252.375000 Penalty: 3118.835938
	Iteration 50Q: 3 clusters Score -1831252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1831255.750000 Penalty: 3118.835938
	Iteration 51Q: 3 clusters Score -1831256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1831255.750000 Penalty: 3118.835938
	Iteration 52F: 3 clusters Score -1831256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -45820.878906 Penalty: 982.697998
	Iteration 0F: 2 clusters Score -45820.88 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 206 members 
Entering Unmasked Estep 
Score: -44825.136719 Penalty: 1965.395996
	Iteration 0F: 3 clusters Score -44825.14 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -45023.429688 Penalty: 1965.395996
	Iteration 1F: 3 clusters Score -45023.43 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -45121.687500 Penalty: 1965.395996
	Iteration 2F: 3 clusters Score -45121.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45163.398438 Penalty: 1965.395996
	Iteration 3Q: 3 clusters Score -45163.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -45197.371094 Penalty: 1965.395996
	Iteration 4Q: 3 clusters Score -45197.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -45214.925781 Penalty: 1965.395996
	Iteration 5Q: 3 clusters Score -45214.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -45219.687500 Penalty: 1965.395996
	Iteration 6Q: 3 clusters Score -45219.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -45219.687500 Penalty: 1965.395996
	Iteration 7F: 3 clusters Score -45219.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Entering Unmasked Estep 
Score: -837154.125000 Penalty: 1431.189941
	Iteration 0F: 2 clusters Score -837154.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -832163.687500 Penalty: 2862.379883
	Iteration 0F: 3 clusters Score -832163.7 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -833633.375000 Penalty: 2862.379883
	Iteration 1F: 3 clusters Score -833633.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -833870.562500 Penalty: 2862.379883
	Iteration 2F: 3 clusters Score -833870.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -834058.875000 Penalty: 2862.379883
	Iteration 3F: 3 clusters Score -834058.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -834237.687500 Penalty: 2862.379883
	Iteration 4Q: 3 clusters Score -834237.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -834448.750000 Penalty: 2862.379883
	Iteration 5Q: 3 clusters Score -834448.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -834665.937500 Penalty: 2862.379883
	Iteration 6F: 3 clusters Score -834665.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -834869.062500 Penalty: 2862.379883
	Iteration 7Q: 3 clusters Score -834869.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -835041.875000 Penalty: 2862.379883
	Iteration 8Q: 3 clusters Score -835041.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -835194.687500 Penalty: 2862.379883
	Iteration 9Q: 3 clusters Score -835194.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -835344.812500 Penalty: 2862.379883
	Iteration 10Q: 3 clusters Score -835344.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -835461.812500 Penalty: 2862.379883
	Iteration 11Q: 3 clusters Score -835461.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -835569.500000 Penalty: 2862.379883
	Iteration 12Q: 3 clusters Score -835569.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -835658.812500 Penalty: 2862.379883
	Iteration 13Q: 3 clusters Score -835658.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -835727.750000 Penalty: 2862.379883
	Iteration 14Q: 3 clusters Score -835727.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -835773.375000 Penalty: 2862.379883
	Iteration 15Q: 3 clusters Score -835773.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -835809.625000 Penalty: 2862.379883
	Iteration 16Q: 3 clusters Score -835809.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -835839.875000 Penalty: 2862.379883
	Iteration 17Q: 3 clusters Score -835839.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -835863.375000 Penalty: 2862.379883
	Iteration 18Q: 3 clusters Score -835863.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -835884.000000 Penalty: 2862.379883
	Iteration 19Q: 3 clusters Score -835884 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -835904.937500 Penalty: 2862.379883
	Iteration 20F: 3 clusters Score -835904.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -835920.312500 Penalty: 2862.379883
	Iteration 21Q: 3 clusters Score -835920.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -835928.125000 Penalty: 2862.379883
	Iteration 22Q: 3 clusters Score -835928.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -835938.812500 Penalty: 2862.379883
	Iteration 23Q: 3 clusters Score -835938.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -835948.125000 Penalty: 2862.379883
	Iteration 24Q: 3 clusters Score -835948.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -835954.250000 Penalty: 2862.379883
	Iteration 25Q: 3 clusters Score -835954.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -835956.375000 Penalty: 2862.379883
	Iteration 26Q: 3 clusters Score -835956.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -835962.000000 Penalty: 2862.379883
	Iteration 27Q: 3 clusters Score -835962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -835965.187500 Penalty: 2862.379883
	Iteration 28Q: 3 clusters Score -835965.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -835970.437500 Penalty: 2862.379883
	Iteration 29Q: 3 clusters Score -835970.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -835977.187500 Penalty: 2862.379883
	Iteration 30Q: 3 clusters Score -835977.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -835979.875000 Penalty: 2862.379883
	Iteration 31Q: 3 clusters Score -835979.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -835983.750000 Penalty: 2862.379883
	Iteration 32Q: 3 clusters Score -835983.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -835989.687500 Penalty: 2862.379883
	Iteration 33Q: 3 clusters Score -835989.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -835994.000000 Penalty: 2862.379883
	Iteration 34Q: 3 clusters Score -835994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -836005.312500 Penalty: 2862.379883
	Iteration 35Q: 3 clusters Score -836005.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -836013.375000 Penalty: 2862.379883
	Iteration 36Q: 3 clusters Score -836013.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -836018.437500 Penalty: 2862.379883
	Iteration 37Q: 3 clusters Score -836018.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -836023.062500 Penalty: 2862.379883
	Iteration 38Q: 3 clusters Score -836023.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -836026.875000 Penalty: 2862.379883
	Iteration 39Q: 3 clusters Score -836026.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -836031.562500 Penalty: 2862.379883
	Iteration 40F: 3 clusters Score -836031.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -836034.187500 Penalty: 2862.379883
	Iteration 41Q: 3 clusters Score -836034.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -836038.000000 Penalty: 2862.379883
	Iteration 42Q: 3 clusters Score -836038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -836040.250000 Penalty: 2862.379883
	Iteration 43Q: 3 clusters Score -836040.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -836041.437500 Penalty: 2862.379883
	Iteration 44Q: 3 clusters Score -836041.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -836044.250000 Penalty: 2862.379883
	Iteration 45Q: 3 clusters Score -836044.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -836046.625000 Penalty: 2862.379883
	Iteration 46Q: 3 clusters Score -836046.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -836048.062500 Penalty: 2862.379883
	Iteration 47Q: 3 clusters Score -836048.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -836050.125000 Penalty: 2862.379883
	Iteration 48Q: 3 clusters Score -836050.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -836052.562500 Penalty: 2862.379883
	Iteration 49Q: 3 clusters Score -836052.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -836052.812500 Penalty: 2862.379883
	Iteration 50Q: 3 clusters Score -836052.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -836054.625000 Penalty: 2862.379883
	Iteration 51Q: 3 clusters Score -836054.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -836054.875000 Penalty: 2862.379883
	Iteration 52Q: 3 clusters Score -836054.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -836055.187500 Penalty: 2862.379883
	Iteration 53Q: 3 clusters Score -836055.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -836056.062500 Penalty: 2862.379883
	Iteration 54Q: 3 clusters Score -836056.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -836056.062500 Penalty: 2862.379883
	Iteration 55F: 3 clusters Score -836056.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Entering Unmasked Estep 
Score: -1010423.812500 Penalty: 1473.695068
	Iteration 0F: 2 clusters Score -1010424 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 4449 members 
Entering Unmasked Estep 
Score: -1004100.750000 Penalty: 2947.390137
	Iteration 0F: 3 clusters Score -1004101 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1006300.687500 Penalty: 2947.390137
	Iteration 1F: 3 clusters Score -1006301 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1006724.250000 Penalty: 2947.390137
	Iteration 2F: 3 clusters Score -1006724 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1007189.375000 Penalty: 2947.390137
	Iteration 3F: 3 clusters Score -1007189 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1007646.375000 Penalty: 2947.390137
	Iteration 4F: 3 clusters Score -1007646 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1008044.875000 Penalty: 2947.390137
	Iteration 5F: 3 clusters Score -1008045 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1008399.125000 Penalty: 2947.390137
	Iteration 6F: 3 clusters Score -1008399 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1008695.187500 Penalty: 2947.390137
	Iteration 7Q: 3 clusters Score -1008695 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1008921.062500 Penalty: 2947.390137
	Iteration 8Q: 3 clusters Score -1008921 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1009086.875000 Penalty: 2947.390137
	Iteration 9Q: 3 clusters Score -1009087 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1009207.375000 Penalty: 2947.390137
	Iteration 10Q: 3 clusters Score -1009207 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1009284.000000 Penalty: 2947.390137
	Iteration 11Q: 3 clusters Score -1009284 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1009342.187500 Penalty: 2947.390137
	Iteration 12Q: 3 clusters Score -1009342 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1009379.375000 Penalty: 2947.390137
	Iteration 13Q: 3 clusters Score -1009379 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1009409.187500 Penalty: 2947.390137
	Iteration 14Q: 3 clusters Score -1009409 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1009431.687500 Penalty: 2947.390137
	Iteration 15Q: 3 clusters Score -1009432 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1009445.750000 Penalty: 2947.390137
	Iteration 16Q: 3 clusters Score -1009446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1009454.375000 Penalty: 2947.390137
	Iteration 17Q: 3 clusters Score -1009454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1009464.562500 Penalty: 2947.390137
	Iteration 18Q: 3 clusters Score -1009465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1009477.687500 Penalty: 2947.390137
	Iteration 19Q: 3 clusters Score -1009478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1009488.312500 Penalty: 2947.390137
	Iteration 20F: 3 clusters Score -1009488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1009496.062500 Penalty: 2947.390137
	Iteration 21Q: 3 clusters Score -1009496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1009507.125000 Penalty: 2947.390137
	Iteration 22Q: 3 clusters Score -1009507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1009515.125000 Penalty: 2947.390137
	Iteration 23Q: 3 clusters Score -1009515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1009519.000000 Penalty: 2947.390137
	Iteration 24Q: 3 clusters Score -1009519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1009520.125000 Penalty: 2947.390137
	Iteration 25Q: 3 clusters Score -1009520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1009523.125000 Penalty: 2947.390137
	Iteration 26Q: 3 clusters Score -1009523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1009524.875000 Penalty: 2947.390137
	Iteration 27Q: 3 clusters Score -1009525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1009531.812500 Penalty: 2947.390137
	Iteration 28Q: 3 clusters Score -1009532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1009534.125000 Penalty: 2947.390137
	Iteration 29Q: 3 clusters Score -1009534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1009534.125000 Penalty: 2947.390137
	Iteration 30Q: 3 clusters Score -1009534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1009534.500000 Penalty: 2947.390137
	Iteration 31Q: 3 clusters Score -1009534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1009534.312500 Penalty: 2947.390137
	Iteration 32Q: 3 clusters Score -1009534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1009535.750000 Penalty: 2947.390137
	Iteration 33Q: 3 clusters Score -1009536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1009536.250000 Penalty: 2947.390137
	Iteration 34Q: 3 clusters Score -1009536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1009535.312500 Penalty: 2947.390137
	Iteration 35Q: 3 clusters Score -1009535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1009536.625000 Penalty: 2947.390137
	Iteration 36Q: 3 clusters Score -1009537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1009537.375000 Penalty: 2947.390137
	Iteration 37Q: 3 clusters Score -1009537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1009537.375000 Penalty: 2947.390137
	Iteration 38F: 3 clusters Score -1009537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Entering Unmasked Estep 
Score: -3150809.500000 Penalty: 1644.593140
	Iteration 0F: 2 clusters Score -3150810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -3133929.250000 Penalty: 3289.186279
	Iteration 0F: 3 clusters Score -3133929 nChanged 11304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -3140374.750000 Penalty: 3289.186279
	Iteration 1F: 3 clusters Score -3140375 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -3140936.000000 Penalty: 3289.186279
	Iteration 2F: 3 clusters Score -3140936 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -3141557.500000 Penalty: 3289.186279
	Iteration 3F: 3 clusters Score -3141558 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -3142188.000000 Penalty: 3289.186279
	Iteration 4Q: 3 clusters Score -3142188 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -3142832.250000 Penalty: 3289.186279
	Iteration 5F: 3 clusters Score -3142832 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -3143439.750000 Penalty: 3289.186279
	Iteration 6F: 3 clusters Score -3143440 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -3144093.500000 Penalty: 3289.186279
	Iteration 7F: 3 clusters Score -3144094 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -3144827.500000 Penalty: 3289.186279
	Iteration 8Q: 3 clusters Score -3144828 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -3145543.750000 Penalty: 3289.186279
	Iteration 9Q: 3 clusters Score -3145544 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -3146023.750000 Penalty: 3289.186279
	Iteration 10Q: 3 clusters Score -3146024 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -3146287.250000 Penalty: 3289.186279
	Iteration 11Q: 3 clusters Score -3146287 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -3146460.500000 Penalty: 3289.186279
	Iteration 12Q: 3 clusters Score -3146460 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -3146541.500000 Penalty: 3289.186279
	Iteration 13Q: 3 clusters Score -3146542 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -3146595.750000 Penalty: 3289.186279
	Iteration 14Q: 3 clusters Score -3146596 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -3146647.000000 Penalty: 3289.186279
	Iteration 15Q: 3 clusters Score -3146647 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -3146707.750000 Penalty: 3289.186279
	Iteration 16Q: 3 clusters Score -3146708 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -3146769.250000 Penalty: 3289.186279
	Iteration 17Q: 3 clusters Score -3146769 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -3146827.250000 Penalty: 3289.186279
	Iteration 18Q: 3 clusters Score -3146827 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -3146880.250000 Penalty: 3289.186279
	Iteration 19Q: 3 clusters Score -3146880 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -3146950.250000 Penalty: 3289.186279
	Iteration 20F: 3 clusters Score -3146950 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -3147035.250000 Penalty: 3289.186279
	Iteration 21Q: 3 clusters Score -3147035 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -3147116.000000 Penalty: 3289.186279
	Iteration 22Q: 3 clusters Score -3147116 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -3147197.500000 Penalty: 3289.186279
	Iteration 23Q: 3 clusters Score -3147198 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -3147275.000000 Penalty: 3289.186279
	Iteration 24Q: 3 clusters Score -3147275 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -3147337.250000 Penalty: 3289.186279
	Iteration 25Q: 3 clusters Score -3147337 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -3147402.500000 Penalty: 3289.186279
	Iteration 26Q: 3 clusters Score -3147402 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -3147471.250000 Penalty: 3289.186279
	Iteration 27Q: 3 clusters Score -3147471 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -3147533.000000 Penalty: 3289.186279
	Iteration 28Q: 3 clusters Score -3147533 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -3147610.250000 Penalty: 3289.186279
	Iteration 29Q: 3 clusters Score -3147610 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -3147712.250000 Penalty: 3289.186279
	Iteration 30Q: 3 clusters Score -3147712 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -3147809.500000 Penalty: 3289.186279
	Iteration 31Q: 3 clusters Score -3147810 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -3147916.750000 Penalty: 3289.186279
	Iteration 32Q: 3 clusters Score -3147917 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -3148047.750000 Penalty: 3289.186279
	Iteration 33Q: 3 clusters Score -3148048 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -3148204.250000 Penalty: 3289.186279
	Iteration 34Q: 3 clusters Score -3148204 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3148367.500000 Penalty: 3289.186279
	Iteration 35Q: 3 clusters Score -3148368 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -3148555.250000 Penalty: 3289.186279
	Iteration 36Q: 3 clusters Score -3148555 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3148749.500000 Penalty: 3289.186279
	Iteration 37Q: 3 clusters Score -3148750 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3148918.250000 Penalty: 3289.186279
	Iteration 38Q: 3 clusters Score -3148918 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3149135.000000 Penalty: 3289.186279
	Iteration 39Q: 3 clusters Score -3149135 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3149377.250000 Penalty: 3289.186279
	Iteration 40F: 3 clusters Score -3149377 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3149621.250000 Penalty: 3289.186279
	Iteration 41Q: 3 clusters Score -3149621 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3149880.000000 Penalty: 3289.186279
	Iteration 42Q: 3 clusters Score -3149880 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3150072.000000 Penalty: 3289.186279
	Iteration 43Q: 3 clusters Score -3150072 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3150181.750000 Penalty: 3289.186279
	Iteration 44Q: 3 clusters Score -3150182 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3150223.750000 Penalty: 3289.186279
	Iteration 45Q: 3 clusters Score -3150224 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3150243.000000 Penalty: 3289.186279
	Iteration 46Q: 3 clusters Score -3150243 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3150260.000000 Penalty: 3289.186279
	Iteration 47Q: 3 clusters Score -3150260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3150269.500000 Penalty: 3289.186279
	Iteration 48Q: 3 clusters Score -3150270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3150276.750000 Penalty: 3289.186279
	Iteration 49Q: 3 clusters Score -3150277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3150281.750000 Penalty: 3289.186279
	Iteration 50Q: 3 clusters Score -3150282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3150282.250000 Penalty: 3289.186279
	Iteration 51Q: 3 clusters Score -3150282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3150283.000000 Penalty: 3289.186279
	Iteration 52Q: 3 clusters Score -3150283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3150286.000000 Penalty: 3289.186279
	Iteration 53Q: 3 clusters Score -3150286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3150284.500000 Penalty: 3289.186279
	Iteration 54Q: 3 clusters Score -3150284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3150285.000000 Penalty: 3289.186279
	Iteration 55Q: 3 clusters Score -3150285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3150285.750000 Penalty: 3289.186279
	Iteration 56Q: 3 clusters Score -3150286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3150299.500000 Penalty: 3289.186279
	Iteration 57F: 3 clusters Score -3150300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3150306.000000 Penalty: 3289.186279
	Iteration 58Q: 3 clusters Score -3150306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3150312.250000 Penalty: 3289.186279
	Iteration 59Q: 3 clusters Score -3150312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3150310.500000 Penalty: 3289.186279
	Iteration 60F: 3 clusters Score -3150310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3150315.500000 Penalty: 3289.186279
	Iteration 61Q: 3 clusters Score -3150316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3150316.000000 Penalty: 3289.186279
	Iteration 62Q: 3 clusters Score -3150316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3150316.500000 Penalty: 3289.186279
	Iteration 63Q: 3 clusters Score -3150316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3150319.250000 Penalty: 3289.186279
	Iteration 64Q: 3 clusters Score -3150319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3150321.250000 Penalty: 3289.186279
	Iteration 65Q: 3 clusters Score -3150321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3150322.250000 Penalty: 3289.186279
	Iteration 66Q: 3 clusters Score -3150322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3150322.250000 Penalty: 3289.186279
	Iteration 67F: 3 clusters Score -3150322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -24714.265625 Penalty: 930.082581
	Iteration 0F: 2 clusters Score -24714.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23970.037109 Penalty: 1860.165161
	Iteration 0F: 3 clusters Score -23970.04 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24288.072266 Penalty: 1860.165161
	Iteration 1F: 3 clusters Score -24288.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -24458.921875 Penalty: 1860.165161
	Iteration 2F: 3 clusters Score -24458.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24541.535156 Penalty: 1860.165161
	Iteration 3Q: 3 clusters Score -24541.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24578.986328 Penalty: 1860.165161
	Iteration 4Q: 3 clusters Score -24578.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24596.621094 Penalty: 1860.165161
	Iteration 5Q: 3 clusters Score -24596.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24627.533203 Penalty: 1860.165161
	Iteration 6Q: 3 clusters Score -24627.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24635.816406 Penalty: 1860.165161
	Iteration 7Q: 3 clusters Score -24635.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24638.542969 Penalty: 1860.165161
	Iteration 8F: 3 clusters Score -24638.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24669.230469 Penalty: 1860.165161
	Iteration 9Q: 3 clusters Score -24669.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24689.859375 Penalty: 1860.165161
	Iteration 10Q: 3 clusters Score -24689.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24786.626953 Penalty: 1860.165161
	Iteration 11Q: 3 clusters Score -24786.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24866.414062 Penalty: 1860.165161
	Iteration 12Q: 3 clusters Score -24866.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24901.646484 Penalty: 1860.165161
	Iteration 13Q: 3 clusters Score -24901.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24904.285156 Penalty: 1860.165161
	Iteration 14Q: 3 clusters Score -24904.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24906.371094 Penalty: 1860.165161
	Iteration 15F: 3 clusters Score -24906.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24913.121094 Penalty: 1860.165161
	Iteration 16Q: 3 clusters Score -24913.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24913.121094 Penalty: 1860.165161
	Iteration 17F: 3 clusters Score -24913.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 96389 members 
Mstep: Class 3 contains 7174 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51894 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 5213 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 6837 members 
Mstep: Class 10 contains 101765 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109815 members 
Mstep: Class 13 contains 14712 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6683 members 
Mstep: Class 16 contains 8681 members 
Mstep: Class 17 contains 24849 members 
Mstep: Class 18 contains 171 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 2949 members 
Mstep: Class 21 contains 50756 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4917 members 
Mstep: Class 24 contains 9581 members 
Mstep: Class 25 contains 79602 members 
Mstep: Class 26 contains 33230 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4513 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3816 members 
Mstep: Class 34 contains 1387 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6371 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99672 members 
Mstep: Class 42 contains 7704 members 
Mstep: Class 43 contains 23691 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106472 members 
Mstep: Class 46 contains 135 members 
Entering Unmasked Estep 
Score: -111783376.000000 Penalty: 102634.984375
Splitting cluster 18 changes total score from -111784440.000000 to -111783376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (5965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Entering Unmasked Estep 
Score: -744807.500000 Penalty: 1412.720459
	Iteration 0F: 2 clusters Score -744807.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -740186.562500 Penalty: 2825.440918
	Iteration 0F: 3 clusters Score -740186.6 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -741500.937500 Penalty: 2825.440918
	Iteration 1F: 3 clusters Score -741500.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -741677.437500 Penalty: 2825.440918
	Iteration 2F: 3 clusters Score -741677.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -741816.687500 Penalty: 2825.440918
	Iteration 3F: 3 clusters Score -741816.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -741947.625000 Penalty: 2825.440918
	Iteration 4Q: 3 clusters Score -741947.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -742061.750000 Penalty: 2825.440918
	Iteration 5Q: 3 clusters Score -742061.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -742184.312500 Penalty: 2825.440918
	Iteration 6Q: 3 clusters Score -742184.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -742279.000000 Penalty: 2825.440918
	Iteration 7Q: 3 clusters Score -742279 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -742378.437500 Penalty: 2825.440918
	Iteration 8Q: 3 clusters Score -742378.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -742495.000000 Penalty: 2825.440918
	Iteration 9Q: 3 clusters Score -742495 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -742616.687500 Penalty: 2825.440918
	Iteration 10Q: 3 clusters Score -742616.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -742722.062500 Penalty: 2825.440918
	Iteration 11Q: 3 clusters Score -742722.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -742813.000000 Penalty: 2825.440918
	Iteration 12Q: 3 clusters Score -742813 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -742890.000000 Penalty: 2825.440918
	Iteration 13Q: 3 clusters Score -742890 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -742954.250000 Penalty: 2825.440918
	Iteration 14Q: 3 clusters Score -742954.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -743023.312500 Penalty: 2825.440918
	Iteration 15Q: 3 clusters Score -743023.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -743089.687500 Penalty: 2825.440918
	Iteration 16Q: 3 clusters Score -743089.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -743136.937500 Penalty: 2825.440918
	Iteration 17Q: 3 clusters Score -743136.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -743187.687500 Penalty: 2825.440918
	Iteration 18Q: 3 clusters Score -743187.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -743235.750000 Penalty: 2825.440918
	Iteration 19Q: 3 clusters Score -743235.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -743284.062500 Penalty: 2825.440918
	Iteration 20F: 3 clusters Score -743284.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -743326.562500 Penalty: 2825.440918
	Iteration 21Q: 3 clusters Score -743326.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -743352.437500 Penalty: 2825.440918
	Iteration 22Q: 3 clusters Score -743352.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -743368.375000 Penalty: 2825.440918
	Iteration 23Q: 3 clusters Score -743368.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -743386.625000 Penalty: 2825.440918
	Iteration 24Q: 3 clusters Score -743386.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -743403.187500 Penalty: 2825.440918
	Iteration 25Q: 3 clusters Score -743403.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -743420.312500 Penalty: 2825.440918
	Iteration 26Q: 3 clusters Score -743420.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -743434.062500 Penalty: 2825.440918
	Iteration 27Q: 3 clusters Score -743434.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -743447.687500 Penalty: 2825.440918
	Iteration 28Q: 3 clusters Score -743447.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -743470.375000 Penalty: 2825.440918
	Iteration 29Q: 3 clusters Score -743470.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -743481.812500 Penalty: 2825.440918
	Iteration 30Q: 3 clusters Score -743481.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -743491.187500 Penalty: 2825.440918
	Iteration 31Q: 3 clusters Score -743491.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -743497.000000 Penalty: 2825.440918
	Iteration 32Q: 3 clusters Score -743497 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -743503.937500 Penalty: 2825.440918
	Iteration 33Q: 3 clusters Score -743503.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -743508.625000 Penalty: 2825.440918
	Iteration 34Q: 3 clusters Score -743508.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -743511.562500 Penalty: 2825.440918
	Iteration 35Q: 3 clusters Score -743511.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -743517.375000 Penalty: 2825.440918
	Iteration 36Q: 3 clusters Score -743517.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -743524.062500 Penalty: 2825.440918
	Iteration 37Q: 3 clusters Score -743524.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -743529.187500 Penalty: 2825.440918
	Iteration 38Q: 3 clusters Score -743529.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -743537.375000 Penalty: 2825.440918
	Iteration 39Q: 3 clusters Score -743537.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -743540.937500 Penalty: 2825.440918
	Iteration 40F: 3 clusters Score -743540.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -743548.687500 Penalty: 2825.440918
	Iteration 41Q: 3 clusters Score -743548.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -743556.937500 Penalty: 2825.440918
	Iteration 42Q: 3 clusters Score -743556.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -743567.062500 Penalty: 2825.440918
	Iteration 43Q: 3 clusters Score -743567.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -743574.500000 Penalty: 2825.440918
	Iteration 44Q: 3 clusters Score -743574.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -743585.812500 Penalty: 2825.440918
	Iteration 45Q: 3 clusters Score -743585.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -743598.875000 Penalty: 2825.440918
	Iteration 46Q: 3 clusters Score -743598.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -743608.562500 Penalty: 2825.440918
	Iteration 47Q: 3 clusters Score -743608.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -743625.125000 Penalty: 2825.440918
	Iteration 48Q: 3 clusters Score -743625.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -743634.562500 Penalty: 2825.440918
	Iteration 49Q: 3 clusters Score -743634.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -743642.750000 Penalty: 2825.440918
	Iteration 50Q: 3 clusters Score -743642.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -743656.937500 Penalty: 2825.440918
	Iteration 51Q: 3 clusters Score -743656.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -743666.812500 Penalty: 2825.440918
	Iteration 52Q: 3 clusters Score -743666.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -743675.937500 Penalty: 2825.440918
	Iteration 53Q: 3 clusters Score -743675.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -743690.000000 Penalty: 2825.440918
	Iteration 54Q: 3 clusters Score -743690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -743703.250000 Penalty: 2825.440918
	Iteration 55Q: 3 clusters Score -743703.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -743711.875000 Penalty: 2825.440918
	Iteration 56Q: 3 clusters Score -743711.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -743711.750000 Penalty: 2825.440918
	Iteration 57Q: 3 clusters Score -743711.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -743713.375000 Penalty: 2825.440918
	Iteration 58Q: 3 clusters Score -743713.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -743715.625000 Penalty: 2825.440918
	Iteration 59Q: 3 clusters Score -743715.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -743716.812500 Penalty: 2825.440918
	Iteration 60F: 3 clusters Score -743716.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -743721.750000 Penalty: 2825.440918
	Iteration 61Q: 3 clusters Score -743721.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -743725.125000 Penalty: 2825.440918
	Iteration 62Q: 3 clusters Score -743725.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -743725.000000 Penalty: 2825.440918
	Iteration 63Q: 3 clusters Score -743725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -743727.437500 Penalty: 2825.440918
	Iteration 64Q: 3 clusters Score -743727.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -743729.000000 Penalty: 2825.440918
	Iteration 65Q: 3 clusters Score -743729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -743730.937500 Penalty: 2825.440918
	Iteration 66Q: 3 clusters Score -743730.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -743732.000000 Penalty: 2825.440918
	Iteration 67Q: 3 clusters Score -743732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -743732.312500 Penalty: 2825.440918
	Iteration 68Q: 3 clusters Score -743732.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -743734.812500 Penalty: 2825.440918
	Iteration 69Q: 3 clusters Score -743734.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -743735.812500 Penalty: 2825.440918
	Iteration 70Q: 3 clusters Score -743735.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -743736.562500 Penalty: 2825.440918
	Iteration 71Q: 3 clusters Score -743736.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -743737.000000 Penalty: 2825.440918
	Iteration 72Q: 3 clusters Score -743737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -743737.000000 Penalty: 2825.440918
	Iteration 73F: 3 clusters Score -743737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Entering Unmasked Estep 
Score: -357803.062500 Penalty: 1298.248535
	Iteration 0F: 2 clusters Score -357803.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -355106.906250 Penalty: 2596.497070
	Iteration 0F: 3 clusters Score -355106.9 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -355843.437500 Penalty: 2596.497070
	Iteration 1F: 3 clusters Score -355843.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -356042.218750 Penalty: 2596.497070
	Iteration 2F: 3 clusters Score -356042.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -356174.968750 Penalty: 2596.497070
	Iteration 3F: 3 clusters Score -356175 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -356289.031250 Penalty: 2596.497070
	Iteration 4Q: 3 clusters Score -356289 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -356404.718750 Penalty: 2596.497070
	Iteration 5Q: 3 clusters Score -356404.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -356499.750000 Penalty: 2596.497070
	Iteration 6Q: 3 clusters Score -356499.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -356574.562500 Penalty: 2596.497070
	Iteration 7Q: 3 clusters Score -356574.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -356622.406250 Penalty: 2596.497070
	Iteration 8Q: 3 clusters Score -356622.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -356659.187500 Penalty: 2596.497070
	Iteration 9Q: 3 clusters Score -356659.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -356684.968750 Penalty: 2596.497070
	Iteration 10Q: 3 clusters Score -356685 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -356714.968750 Penalty: 2596.497070
	Iteration 11Q: 3 clusters Score -356715 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -356730.218750 Penalty: 2596.497070
	Iteration 12Q: 3 clusters Score -356730.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -356745.437500 Penalty: 2596.497070
	Iteration 13Q: 3 clusters Score -356745.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -356760.500000 Penalty: 2596.497070
	Iteration 14Q: 3 clusters Score -356760.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -356775.156250 Penalty: 2596.497070
	Iteration 15Q: 3 clusters Score -356775.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -356789.437500 Penalty: 2596.497070
	Iteration 16Q: 3 clusters Score -356789.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -356797.875000 Penalty: 2596.497070
	Iteration 17Q: 3 clusters Score -356797.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -356802.625000 Penalty: 2596.497070
	Iteration 18Q: 3 clusters Score -356802.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -356805.906250 Penalty: 2596.497070
	Iteration 19Q: 3 clusters Score -356805.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -356809.375000 Penalty: 2596.497070
	Iteration 20F: 3 clusters Score -356809.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -356812.906250 Penalty: 2596.497070
	Iteration 21Q: 3 clusters Score -356812.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -356817.562500 Penalty: 2596.497070
	Iteration 22Q: 3 clusters Score -356817.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -356821.187500 Penalty: 2596.497070
	Iteration 23Q: 3 clusters Score -356821.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -356826.093750 Penalty: 2596.497070
	Iteration 24Q: 3 clusters Score -356826.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -356829.750000 Penalty: 2596.497070
	Iteration 25Q: 3 clusters Score -356829.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -356831.375000 Penalty: 2596.497070
	Iteration 26Q: 3 clusters Score -356831.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -356832.937500 Penalty: 2596.497070
	Iteration 27Q: 3 clusters Score -356832.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -356834.250000 Penalty: 2596.497070
	Iteration 28Q: 3 clusters Score -356834.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -356835.031250 Penalty: 2596.497070
	Iteration 29Q: 3 clusters Score -356835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -356835.875000 Penalty: 2596.497070
	Iteration 30Q: 3 clusters Score -356835.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -356836.437500 Penalty: 2596.497070
	Iteration 31Q: 3 clusters Score -356836.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -356837.718750 Penalty: 2596.497070
	Iteration 32Q: 3 clusters Score -356837.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -356837.718750 Penalty: 2596.497070
	Iteration 33F: 3 clusters Score -356837.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (50756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Entering Unmasked Estep 
Score: -6197186.500000 Penalty: 1760.652588
	Iteration 0F: 2 clusters Score -6197186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -6163088.500000 Penalty: 3521.305176
	Iteration 0F: 3 clusters Score -6163088 nChanged 23734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -6176493.500000 Penalty: 3521.305176
	Iteration 1F: 3 clusters Score -6176494 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -6177003.500000 Penalty: 3521.305176
	Iteration 2Q: 3 clusters Score -6177004 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -6177601.500000 Penalty: 3521.305176
	Iteration 3Q: 3 clusters Score -6177602 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -6178467.500000 Penalty: 3521.305176
	Iteration 4Q: 3 clusters Score -6178468 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -6179511.000000 Penalty: 3521.305176
	Iteration 5Q: 3 clusters Score -6179511 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -6180916.000000 Penalty: 3521.305176
	Iteration 6F: 3 clusters Score -6180916 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -6182952.500000 Penalty: 3521.305176
	Iteration 7F: 3 clusters Score -6182952 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -6185732.000000 Penalty: 3521.305176
	Iteration 8F: 3 clusters Score -6185732 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -6188949.000000 Penalty: 3521.305176
	Iteration 9F: 3 clusters Score -6188949 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -6192081.000000 Penalty: 3521.305176
	Iteration 10F: 3 clusters Score -6192081 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48715 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -6194109.500000 Penalty: 3521.305176
	Iteration 11Q: 3 clusters Score -6194110 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49693 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -6195046.000000 Penalty: 3521.305176
	Iteration 12Q: 3 clusters Score -6195046 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50018 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6195368.500000 Penalty: 3521.305176
	Iteration 13Q: 3 clusters Score -6195368 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6195522.500000 Penalty: 3521.305176
	Iteration 14Q: 3 clusters Score -6195522 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50241 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -6195609.500000 Penalty: 3521.305176
	Iteration 15Q: 3 clusters Score -6195610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6195657.000000 Penalty: 3521.305176
	Iteration 16Q: 3 clusters Score -6195657 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50307 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6195694.000000 Penalty: 3521.305176
	Iteration 17Q: 3 clusters Score -6195694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50326 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -6195721.000000 Penalty: 3521.305176
	Iteration 18Q: 3 clusters Score -6195721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50328 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6195740.500000 Penalty: 3521.305176
	Iteration 19Q: 3 clusters Score -6195740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50334 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -6195754.500000 Penalty: 3521.305176
	Iteration 20F: 3 clusters Score -6195754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50339 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6195765.000000 Penalty: 3521.305176
	Iteration 21Q: 3 clusters Score -6195765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50345 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6195772.000000 Penalty: 3521.305176
	Iteration 22Q: 3 clusters Score -6195772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50344 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6195782.000000 Penalty: 3521.305176
	Iteration 23Q: 3 clusters Score -6195782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50348 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6195785.000000 Penalty: 3521.305176
	Iteration 24Q: 3 clusters Score -6195785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50352 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -6195797.000000 Penalty: 3521.305176
	Iteration 25Q: 3 clusters Score -6195797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50356 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6195805.000000 Penalty: 3521.305176
	Iteration 26Q: 3 clusters Score -6195805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50359 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6195811.000000 Penalty: 3521.305176
	Iteration 27Q: 3 clusters Score -6195811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50361 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -6195807.500000 Penalty: 3521.305176
	Iteration 28Q: 3 clusters Score -6195808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50363 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6195809.000000 Penalty: 3521.305176
	Iteration 29Q: 3 clusters Score -6195809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50363 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6195809.000000 Penalty: 3521.305176
	Iteration 30F: 3 clusters Score -6195809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Entering Unmasked Estep 
Score: -145976.828125 Penalty: 1172.953735
	Iteration 0F: 2 clusters Score -145976.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -144291.390625 Penalty: 2345.907471
	Iteration 0F: 3 clusters Score -144291.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -144732.812500 Penalty: 2345.907471
	Iteration 1F: 3 clusters Score -144732.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -144939.125000 Penalty: 2345.907471
	Iteration 2F: 3 clusters Score -144939.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -145117.203125 Penalty: 2345.907471
	Iteration 3F: 3 clusters Score -145117.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -145202.156250 Penalty: 2345.907471
	Iteration 4F: 3 clusters Score -145202.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -145267.062500 Penalty: 2345.907471
	Iteration 5Q: 3 clusters Score -145267.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -145314.703125 Penalty: 2345.907471
	Iteration 6Q: 3 clusters Score -145314.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -145358.078125 Penalty: 2345.907471
	Iteration 7Q: 3 clusters Score -145358.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -145399.218750 Penalty: 2345.907471
	Iteration 8Q: 3 clusters Score -145399.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -145424.312500 Penalty: 2345.907471
	Iteration 9Q: 3 clusters Score -145424.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -145439.343750 Penalty: 2345.907471
	Iteration 10Q: 3 clusters Score -145439.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -145447.937500 Penalty: 2345.907471
	Iteration 11Q: 3 clusters Score -145447.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -145459.390625 Penalty: 2345.907471
	Iteration 12Q: 3 clusters Score -145459.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -145463.593750 Penalty: 2345.907471
	Iteration 13Q: 3 clusters Score -145463.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -145467.328125 Penalty: 2345.907471
	Iteration 14Q: 3 clusters Score -145467.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -145470.562500 Penalty: 2345.907471
	Iteration 15Q: 3 clusters Score -145470.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -145471.718750 Penalty: 2345.907471
	Iteration 16Q: 3 clusters Score -145471.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -145471.718750 Penalty: 2345.907471
	Iteration 17F: 3 clusters Score -145471.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Entering Unmasked Estep 
Score: -612325.437500 Penalty: 1381.323730
	Iteration 0F: 2 clusters Score -612325.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -608418.500000 Penalty: 2762.647461
	Iteration 0F: 3 clusters Score -608418.5 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -609498.500000 Penalty: 2762.647461
	Iteration 1F: 3 clusters Score -609498.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -609707.062500 Penalty: 2762.647461
	Iteration 2F: 3 clusters Score -609707.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -609867.312500 Penalty: 2762.647461
	Iteration 3F: 3 clusters Score -609867.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -609992.125000 Penalty: 2762.647461
	Iteration 4Q: 3 clusters Score -609992.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -610102.312500 Penalty: 2762.647461
	Iteration 5Q: 3 clusters Score -610102.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -610186.812500 Penalty: 2762.647461
	Iteration 6Q: 3 clusters Score -610186.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -610246.750000 Penalty: 2762.647461
	Iteration 7Q: 3 clusters Score -610246.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -610287.437500 Penalty: 2762.647461
	Iteration 8Q: 3 clusters Score -610287.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -610322.437500 Penalty: 2762.647461
	Iteration 9Q: 3 clusters Score -610322.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -610357.000000 Penalty: 2762.647461
	Iteration 10Q: 3 clusters Score -610357 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -610412.062500 Penalty: 2762.647461
	Iteration 11Q: 3 clusters Score -610412.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -610471.375000 Penalty: 2762.647461
	Iteration 12Q: 3 clusters Score -610471.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -610540.250000 Penalty: 2762.647461
	Iteration 13Q: 3 clusters Score -610540.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -610613.500000 Penalty: 2762.647461
	Iteration 14Q: 3 clusters Score -610613.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -610686.125000 Penalty: 2762.647461
	Iteration 15Q: 3 clusters Score -610686.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -610752.875000 Penalty: 2762.647461
	Iteration 16Q: 3 clusters Score -610752.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -610806.312500 Penalty: 2762.647461
	Iteration 17Q: 3 clusters Score -610806.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -610866.875000 Penalty: 2762.647461
	Iteration 18Q: 3 clusters Score -610866.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -610921.687500 Penalty: 2762.647461
	Iteration 19Q: 3 clusters Score -610921.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -610975.250000 Penalty: 2762.647461
	Iteration 20F: 3 clusters Score -610975.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -611017.875000 Penalty: 2762.647461
	Iteration 21Q: 3 clusters Score -611017.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -611046.375000 Penalty: 2762.647461
	Iteration 22Q: 3 clusters Score -611046.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -611074.250000 Penalty: 2762.647461
	Iteration 23Q: 3 clusters Score -611074.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -611104.875000 Penalty: 2762.647461
	Iteration 24Q: 3 clusters Score -611104.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -611129.625000 Penalty: 2762.647461
	Iteration 25Q: 3 clusters Score -611129.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -611151.937500 Penalty: 2762.647461
	Iteration 26Q: 3 clusters Score -611151.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -611175.312500 Penalty: 2762.647461
	Iteration 27Q: 3 clusters Score -611175.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -611190.375000 Penalty: 2762.647461
	Iteration 28Q: 3 clusters Score -611190.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -611206.250000 Penalty: 2762.647461
	Iteration 29Q: 3 clusters Score -611206.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -611216.562500 Penalty: 2762.647461
	Iteration 30Q: 3 clusters Score -611216.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -611231.750000 Penalty: 2762.647461
	Iteration 31Q: 3 clusters Score -611231.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -611248.937500 Penalty: 2762.647461
	Iteration 32Q: 3 clusters Score -611248.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -611269.000000 Penalty: 2762.647461
	Iteration 33Q: 3 clusters Score -611269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -611277.375000 Penalty: 2762.647461
	Iteration 34Q: 3 clusters Score -611277.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -611287.812500 Penalty: 2762.647461
	Iteration 35Q: 3 clusters Score -611287.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -611291.437500 Penalty: 2762.647461
	Iteration 36Q: 3 clusters Score -611291.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -611295.937500 Penalty: 2762.647461
	Iteration 37Q: 3 clusters Score -611295.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -611297.000000 Penalty: 2762.647461
	Iteration 38Q: 3 clusters Score -611297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -611298.937500 Penalty: 2762.647461
	Iteration 39Q: 3 clusters Score -611298.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -611301.500000 Penalty: 2762.647461
	Iteration 40F: 3 clusters Score -611301.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -611301.937500 Penalty: 2762.647461
	Iteration 41Q: 3 clusters Score -611301.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -611301.437500 Penalty: 2762.647461
	Iteration 42Q: 3 clusters Score -611301.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -611301.687500 Penalty: 2762.647461
	Iteration 43Q: 3 clusters Score -611301.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -611304.125000 Penalty: 2762.647461
	Iteration 44Q: 3 clusters Score -611304.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -611306.562500 Penalty: 2762.647461
	Iteration 45Q: 3 clusters Score -611306.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -611306.062500 Penalty: 2762.647461
	Iteration 46Q: 3 clusters Score -611306.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -611307.562500 Penalty: 2762.647461
	Iteration 47Q: 3 clusters Score -611307.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -611307.625000 Penalty: 2762.647461
	Iteration 48Q: 3 clusters Score -611307.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -611308.500000 Penalty: 2762.647461
	Iteration 49Q: 3 clusters Score -611308.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -611309.812500 Penalty: 2762.647461
	Iteration 50Q: 3 clusters Score -611309.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -611311.500000 Penalty: 2762.647461
	Iteration 51Q: 3 clusters Score -611311.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -611313.312500 Penalty: 2762.647461
	Iteration 52Q: 3 clusters Score -611313.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -611313.375000 Penalty: 2762.647461
	Iteration 53Q: 3 clusters Score -611313.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -611313.625000 Penalty: 2762.647461
	Iteration 54Q: 3 clusters Score -611313.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -611313.687500 Penalty: 2762.647461
	Iteration 55Q: 3 clusters Score -611313.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -611315.000000 Penalty: 2762.647461
	Iteration 56Q: 3 clusters Score -611315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -611315.000000 Penalty: 2762.647461
	Iteration 57F: 3 clusters Score -611315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Entering Unmasked Estep 
Score: -1186853.000000 Penalty: 1489.724854
	Iteration 0F: 2 clusters Score -1186853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1180063.500000 Penalty: 2979.449707
	Iteration 0F: 3 clusters Score -1180064 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1182287.875000 Penalty: 2979.449707
	Iteration 1F: 3 clusters Score -1182288 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1182564.875000 Penalty: 2979.449707
	Iteration 2F: 3 clusters Score -1182565 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1182801.875000 Penalty: 2979.449707
	Iteration 3F: 3 clusters Score -1182802 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1183013.375000 Penalty: 2979.449707
	Iteration 4Q: 3 clusters Score -1183013 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1183173.500000 Penalty: 2979.449707
	Iteration 5Q: 3 clusters Score -1183174 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1183319.125000 Penalty: 2979.449707
	Iteration 6Q: 3 clusters Score -1183319 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1183460.000000 Penalty: 2979.449707
	Iteration 7Q: 3 clusters Score -1183460 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1183600.000000 Penalty: 2979.449707
	Iteration 8Q: 3 clusters Score -1183600 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1183748.000000 Penalty: 2979.449707
	Iteration 9Q: 3 clusters Score -1183748 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1183900.000000 Penalty: 2979.449707
	Iteration 10Q: 3 clusters Score -1183900 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1184034.000000 Penalty: 2979.449707
	Iteration 11Q: 3 clusters Score -1184034 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1184163.125000 Penalty: 2979.449707
	Iteration 12Q: 3 clusters Score -1184163 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1184308.875000 Penalty: 2979.449707
	Iteration 13Q: 3 clusters Score -1184309 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1184429.750000 Penalty: 2979.449707
	Iteration 14Q: 3 clusters Score -1184430 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1184532.000000 Penalty: 2979.449707
	Iteration 15Q: 3 clusters Score -1184532 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1184634.125000 Penalty: 2979.449707
	Iteration 16Q: 3 clusters Score -1184634 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1184711.375000 Penalty: 2979.449707
	Iteration 17Q: 3 clusters Score -1184711 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1184760.500000 Penalty: 2979.449707
	Iteration 18Q: 3 clusters Score -1184760 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1184803.000000 Penalty: 2979.449707
	Iteration 19Q: 3 clusters Score -1184803 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1184833.875000 Penalty: 2979.449707
	Iteration 20F: 3 clusters Score -1184834 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1184864.625000 Penalty: 2979.449707
	Iteration 21Q: 3 clusters Score -1184865 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1184888.500000 Penalty: 2979.449707
	Iteration 22Q: 3 clusters Score -1184888 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1184900.250000 Penalty: 2979.449707
	Iteration 23Q: 3 clusters Score -1184900 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1184915.875000 Penalty: 2979.449707
	Iteration 24Q: 3 clusters Score -1184916 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1184927.750000 Penalty: 2979.449707
	Iteration 25Q: 3 clusters Score -1184928 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1184939.375000 Penalty: 2979.449707
	Iteration 26Q: 3 clusters Score -1184939 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1184949.125000 Penalty: 2979.449707
	Iteration 27Q: 3 clusters Score -1184949 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1184962.750000 Penalty: 2979.449707
	Iteration 28Q: 3 clusters Score -1184963 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1184976.750000 Penalty: 2979.449707
	Iteration 29Q: 3 clusters Score -1184977 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1184993.750000 Penalty: 2979.449707
	Iteration 30Q: 3 clusters Score -1184994 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1185007.750000 Penalty: 2979.449707
	Iteration 31Q: 3 clusters Score -1185008 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1185023.875000 Penalty: 2979.449707
	Iteration 32Q: 3 clusters Score -1185024 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1185039.750000 Penalty: 2979.449707
	Iteration 33Q: 3 clusters Score -1185040 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1185056.250000 Penalty: 2979.449707
	Iteration 34Q: 3 clusters Score -1185056 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1185083.000000 Penalty: 2979.449707
	Iteration 35Q: 3 clusters Score -1185083 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1185106.125000 Penalty: 2979.449707
	Iteration 36Q: 3 clusters Score -1185106 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1185128.250000 Penalty: 2979.449707
	Iteration 37Q: 3 clusters Score -1185128 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1185151.875000 Penalty: 2979.449707
	Iteration 38Q: 3 clusters Score -1185152 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1185167.375000 Penalty: 2979.449707
	Iteration 39Q: 3 clusters Score -1185167 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1185190.500000 Penalty: 2979.449707
	Iteration 40F: 3 clusters Score -1185190 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1185207.375000 Penalty: 2979.449707
	Iteration 41Q: 3 clusters Score -1185207 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1185227.375000 Penalty: 2979.449707
	Iteration 42Q: 3 clusters Score -1185227 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1185243.125000 Penalty: 2979.449707
	Iteration 43Q: 3 clusters Score -1185243 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1185259.000000 Penalty: 2979.449707
	Iteration 44Q: 3 clusters Score -1185259 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1185274.000000 Penalty: 2979.449707
	Iteration 45Q: 3 clusters Score -1185274 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1185291.250000 Penalty: 2979.449707
	Iteration 46Q: 3 clusters Score -1185291 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1185311.750000 Penalty: 2979.449707
	Iteration 47Q: 3 clusters Score -1185312 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1185331.375000 Penalty: 2979.449707
	Iteration 48Q: 3 clusters Score -1185331 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1185352.000000 Penalty: 2979.449707
	Iteration 49Q: 3 clusters Score -1185352 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1185369.500000 Penalty: 2979.449707
	Iteration 50Q: 3 clusters Score -1185370 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1185395.250000 Penalty: 2979.449707
	Iteration 51Q: 3 clusters Score -1185395 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1185418.375000 Penalty: 2979.449707
	Iteration 52Q: 3 clusters Score -1185418 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1185437.125000 Penalty: 2979.449707
	Iteration 53Q: 3 clusters Score -1185437 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1185458.375000 Penalty: 2979.449707
	Iteration 54Q: 3 clusters Score -1185458 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1185467.375000 Penalty: 2979.449707
	Iteration 55Q: 3 clusters Score -1185467 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1185486.250000 Penalty: 2979.449707
	Iteration 56Q: 3 clusters Score -1185486 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1185501.250000 Penalty: 2979.449707
	Iteration 57Q: 3 clusters Score -1185501 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1185520.125000 Penalty: 2979.449707
	Iteration 58Q: 3 clusters Score -1185520 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1185532.500000 Penalty: 2979.449707
	Iteration 59Q: 3 clusters Score -1185532 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1185540.375000 Penalty: 2979.449707
	Iteration 60F: 3 clusters Score -1185540 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1185551.000000 Penalty: 2979.449707
	Iteration 61Q: 3 clusters Score -1185551 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1185561.250000 Penalty: 2979.449707
	Iteration 62Q: 3 clusters Score -1185561 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1185567.625000 Penalty: 2979.449707
	Iteration 63Q: 3 clusters Score -1185568 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1185578.750000 Penalty: 2979.449707
	Iteration 64Q: 3 clusters Score -1185579 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1185590.875000 Penalty: 2979.449707
	Iteration 65Q: 3 clusters Score -1185591 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1185609.250000 Penalty: 2979.449707
	Iteration 66Q: 3 clusters Score -1185609 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1185623.250000 Penalty: 2979.449707
	Iteration 67Q: 3 clusters Score -1185623 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1185636.375000 Penalty: 2979.449707
	Iteration 68Q: 3 clusters Score -1185636 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1185645.750000 Penalty: 2979.449707
	Iteration 69Q: 3 clusters Score -1185646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1185653.125000 Penalty: 2979.449707
	Iteration 70Q: 3 clusters Score -1185653 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1185659.250000 Penalty: 2979.449707
	Iteration 71Q: 3 clusters Score -1185659 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1185667.625000 Penalty: 2979.449707
	Iteration 72Q: 3 clusters Score -1185668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1185670.375000 Penalty: 2979.449707
	Iteration 73Q: 3 clusters Score -1185670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1185675.750000 Penalty: 2979.449707
	Iteration 74Q: 3 clusters Score -1185676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1185680.250000 Penalty: 2979.449707
	Iteration 75Q: 3 clusters Score -1185680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1185684.000000 Penalty: 2979.449707
	Iteration 76Q: 3 clusters Score -1185684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1185685.500000 Penalty: 2979.449707
	Iteration 77Q: 3 clusters Score -1185686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1185691.375000 Penalty: 2979.449707
	Iteration 78Q: 3 clusters Score -1185691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1185692.250000 Penalty: 2979.449707
	Iteration 79Q: 3 clusters Score -1185692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1185698.625000 Penalty: 2979.449707
	Iteration 80F: 3 clusters Score -1185699 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1185702.750000 Penalty: 2979.449707
	Iteration 81Q: 3 clusters Score -1185703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1185705.875000 Penalty: 2979.449707
	Iteration 82Q: 3 clusters Score -1185706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1185709.500000 Penalty: 2979.449707
	Iteration 83Q: 3 clusters Score -1185710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1185714.000000 Penalty: 2979.449707
	Iteration 84Q: 3 clusters Score -1185714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1185715.375000 Penalty: 2979.449707
	Iteration 85Q: 3 clusters Score -1185715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1185722.875000 Penalty: 2979.449707
	Iteration 86Q: 3 clusters Score -1185723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1185725.250000 Penalty: 2979.449707
	Iteration 87Q: 3 clusters Score -1185725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1185725.625000 Penalty: 2979.449707
	Iteration 88Q: 3 clusters Score -1185726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1185724.625000 Penalty: 2979.449707
	Iteration 89Q: 3 clusters Score -1185725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1185724.750000 Penalty: 2979.449707
	Iteration 90Q: 3 clusters Score -1185725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1185727.875000 Penalty: 2979.449707
	Iteration 91Q: 3 clusters Score -1185728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1185728.875000 Penalty: 2979.449707
	Iteration 92Q: 3 clusters Score -1185729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1185727.875000 Penalty: 2979.449707
	Iteration 93Q: 3 clusters Score -1185728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1185728.375000 Penalty: 2979.449707
	Iteration 94Q: 3 clusters Score -1185728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1185728.500000 Penalty: 2979.449707
	Iteration 95Q: 3 clusters Score -1185728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1185729.000000 Penalty: 2979.449707
	Iteration 96Q: 3 clusters Score -1185729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1185726.625000 Penalty: 2979.449707
	Iteration 97Q: 3 clusters Score -1185727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1185729.000000 Penalty: 2979.449707
	Iteration 98Q: 3 clusters Score -1185729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1185730.500000 Penalty: 2979.449707
	Iteration 99Q: 3 clusters Score -1185730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1185729.125000 Penalty: 2979.449707
	Iteration 100F: 3 clusters Score -1185729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1185731.000000 Penalty: 2979.449707
	Iteration 101Q: 3 clusters Score -1185731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1185731.000000 Penalty: 2979.449707
	Iteration 102F: 3 clusters Score -1185731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (79602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79602 members 
Entering Unmasked Estep 
Score: -9694473.000000 Penalty: 1833.779175
	Iteration 0F: 2 clusters Score -9694473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -9641188.000000 Penalty: 3667.558350
	Iteration 0F: 3 clusters Score -9641188 nChanged 37878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -9663004.000000 Penalty: 3667.558350
	Iteration 1F: 3 clusters Score -9663004 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -9663856.000000 Penalty: 3667.558350
	Iteration 2Q: 3 clusters Score -9663856 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -9664944.000000 Penalty: 3667.558350
	Iteration 3Q: 3 clusters Score -9664944 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49934 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -9666902.000000 Penalty: 3667.558350
	Iteration 4F: 3 clusters Score -9666902 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54890 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -9670312.000000 Penalty: 3667.558350
	Iteration 5F: 3 clusters Score -9670312 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61252 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -9675602.000000 Penalty: 3667.558350
	Iteration 6F: 3 clusters Score -9675602 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68086 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -9682199.000000 Penalty: 3667.558350
	Iteration 7F: 3 clusters Score -9682199 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73659 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -9687865.000000 Penalty: 3667.558350
	Iteration 8F: 3 clusters Score -9687865 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76836 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -9691048.000000 Penalty: 3667.558350
	Iteration 9Q: 3 clusters Score -9691048 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78109 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -9692380.000000 Penalty: 3667.558350
	Iteration 10Q: 3 clusters Score -9692380 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78554 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -9692868.000000 Penalty: 3667.558350
	Iteration 11Q: 3 clusters Score -9692868 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78718 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -9693035.000000 Penalty: 3667.558350
	Iteration 12Q: 3 clusters Score -9693035 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78796 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -9693154.000000 Penalty: 3667.558350
	Iteration 13Q: 3 clusters Score -9693154 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78828 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9693212.000000 Penalty: 3667.558350
	Iteration 14Q: 3 clusters Score -9693212 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78848 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -9693227.000000 Penalty: 3667.558350
	Iteration 15Q: 3 clusters Score -9693227 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78858 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -9693248.000000 Penalty: 3667.558350
	Iteration 16Q: 3 clusters Score -9693248 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78869 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -9693260.000000 Penalty: 3667.558350
	Iteration 17Q: 3 clusters Score -9693260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78879 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -9693273.000000 Penalty: 3667.558350
	Iteration 18Q: 3 clusters Score -9693273 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78886 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -9693274.000000 Penalty: 3667.558350
	Iteration 19Q: 3 clusters Score -9693274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78892 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -9693277.000000 Penalty: 3667.558350
	Iteration 20F: 3 clusters Score -9693277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78895 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -9693276.000000 Penalty: 3667.558350
	Iteration 21Q: 3 clusters Score -9693276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78898 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9693279.000000 Penalty: 3667.558350
	Iteration 22Q: 3 clusters Score -9693279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78899 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -9693286.000000 Penalty: 3667.558350
	Iteration 23Q: 3 clusters Score -9693286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78903 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9693293.000000 Penalty: 3667.558350
	Iteration 24Q: 3 clusters Score -9693293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78906 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9693288.000000 Penalty: 3667.558350
	Iteration 25Q: 3 clusters Score -9693288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78903 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9693286.000000 Penalty: 3667.558350
	Iteration 26Q: 3 clusters Score -9693286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78903 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9693283.000000 Penalty: 3667.558350
	Iteration 27Q: 3 clusters Score -9693283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78905 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -9693279.000000 Penalty: 3667.558350
	Iteration 28Q: 3 clusters Score -9693279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78907 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -9693288.000000 Penalty: 3667.558350
	Iteration 29Q: 3 clusters Score -9693288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78909 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -9693288.000000 Penalty: 3667.558350
	Iteration 30Q: 3 clusters Score -9693288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78910 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -9693291.000000 Penalty: 3667.558350
	Iteration 31Q: 3 clusters Score -9693291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78912 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -9693293.000000 Penalty: 3667.558350
	Iteration 32Q: 3 clusters Score -9693293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78913 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -9693289.000000 Penalty: 3667.558350
	Iteration 33Q: 3 clusters Score -9693289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78912 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -9693297.000000 Penalty: 3667.558350
	Iteration 34Q: 3 clusters Score -9693297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78912 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -9693297.000000 Penalty: 3667.558350
	Iteration 35F: 3 clusters Score -9693297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (33230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Entering Unmasked Estep 
Score: -4140215.500000 Penalty: 1691.821289
	Iteration 0F: 2 clusters Score -4140216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -4117737.000000 Penalty: 3383.642578
	Iteration 0F: 3 clusters Score -4117737 nChanged 15302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -4126581.000000 Penalty: 3383.642578
	Iteration 1F: 3 clusters Score -4126581 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -4127273.500000 Penalty: 3383.642578
	Iteration 2F: 3 clusters Score -4127274 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -4128129.750000 Penalty: 3383.642578
	Iteration 3F: 3 clusters Score -4128130 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -4129212.500000 Penalty: 3383.642578
	Iteration 4F: 3 clusters Score -4129212 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -4130433.250000 Penalty: 3383.642578
	Iteration 5F: 3 clusters Score -4130433 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -4131848.500000 Penalty: 3383.642578
	Iteration 6F: 3 clusters Score -4131848 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -4133367.000000 Penalty: 3383.642578
	Iteration 7F: 3 clusters Score -4133367 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -4134788.250000 Penalty: 3383.642578
	Iteration 8Q: 3 clusters Score -4134788 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -4135835.750000 Penalty: 3383.642578
	Iteration 9Q: 3 clusters Score -4135836 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -4136407.500000 Penalty: 3383.642578
	Iteration 10Q: 3 clusters Score -4136408 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -4136756.250000 Penalty: 3383.642578
	Iteration 11Q: 3 clusters Score -4136756 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -4137007.500000 Penalty: 3383.642578
	Iteration 12Q: 3 clusters Score -4137008 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -4137204.750000 Penalty: 3383.642578
	Iteration 13Q: 3 clusters Score -4137205 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -4137367.250000 Penalty: 3383.642578
	Iteration 14Q: 3 clusters Score -4137367 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -4137493.500000 Penalty: 3383.642578
	Iteration 15Q: 3 clusters Score -4137494 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -4137605.000000 Penalty: 3383.642578
	Iteration 16Q: 3 clusters Score -4137605 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -4137708.750000 Penalty: 3383.642578
	Iteration 17Q: 3 clusters Score -4137709 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -4137773.000000 Penalty: 3383.642578
	Iteration 18Q: 3 clusters Score -4137773 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -4137844.500000 Penalty: 3383.642578
	Iteration 19Q: 3 clusters Score -4137844 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -4137915.000000 Penalty: 3383.642578
	Iteration 20F: 3 clusters Score -4137915 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -4137971.750000 Penalty: 3383.642578
	Iteration 21Q: 3 clusters Score -4137972 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -4138005.500000 Penalty: 3383.642578
	Iteration 22Q: 3 clusters Score -4138006 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -4138055.250000 Penalty: 3383.642578
	Iteration 23Q: 3 clusters Score -4138055 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -4138095.500000 Penalty: 3383.642578
	Iteration 24Q: 3 clusters Score -4138096 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -4138147.500000 Penalty: 3383.642578
	Iteration 25Q: 3 clusters Score -4138148 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -4138196.750000 Penalty: 3383.642578
	Iteration 26Q: 3 clusters Score -4138197 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -4138235.750000 Penalty: 3383.642578
	Iteration 27Q: 3 clusters Score -4138236 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -4138274.000000 Penalty: 3383.642578
	Iteration 28Q: 3 clusters Score -4138274 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -4138303.500000 Penalty: 3383.642578
	Iteration 29Q: 3 clusters Score -4138304 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -4138332.500000 Penalty: 3383.642578
	Iteration 30Q: 3 clusters Score -4138332 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -4138359.750000 Penalty: 3383.642578
	Iteration 31Q: 3 clusters Score -4138360 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -4138380.000000 Penalty: 3383.642578
	Iteration 32Q: 3 clusters Score -4138380 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4138406.750000 Penalty: 3383.642578
	Iteration 33Q: 3 clusters Score -4138407 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4138440.500000 Penalty: 3383.642578
	Iteration 34Q: 3 clusters Score -4138440 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4138457.250000 Penalty: 3383.642578
	Iteration 35Q: 3 clusters Score -4138457 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4138470.000000 Penalty: 3383.642578
	Iteration 36Q: 3 clusters Score -4138470 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -4138487.000000 Penalty: 3383.642578
	Iteration 37Q: 3 clusters Score -4138487 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4138503.750000 Penalty: 3383.642578
	Iteration 38Q: 3 clusters Score -4138504 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4138506.000000 Penalty: 3383.642578
	Iteration 39Q: 3 clusters Score -4138506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4138526.500000 Penalty: 3383.642578
	Iteration 40F: 3 clusters Score -4138526 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4138522.500000 Penalty: 3383.642578
	Iteration 41Q: 3 clusters Score -4138522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4138537.000000 Penalty: 3383.642578
	Iteration 42Q: 3 clusters Score -4138537 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4138550.250000 Penalty: 3383.642578
	Iteration 43Q: 3 clusters Score -4138550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4138565.250000 Penalty: 3383.642578
	Iteration 44Q: 3 clusters Score -4138565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4138562.750000 Penalty: 3383.642578
	Iteration 45Q: 3 clusters Score -4138563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4138562.500000 Penalty: 3383.642578
	Iteration 46Q: 3 clusters Score -4138562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4138571.000000 Penalty: 3383.642578
	Iteration 47Q: 3 clusters Score -4138571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4138575.500000 Penalty: 3383.642578
	Iteration 48Q: 3 clusters Score -4138576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4138581.250000 Penalty: 3383.642578
	Iteration 49Q: 3 clusters Score -4138581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4138582.500000 Penalty: 3383.642578
	Iteration 50Q: 3 clusters Score -4138582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4138580.000000 Penalty: 3383.642578
	Iteration 51Q: 3 clusters Score -4138580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4138587.750000 Penalty: 3383.642578
	Iteration 52Q: 3 clusters Score -4138588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4138586.500000 Penalty: 3383.642578
	Iteration 53Q: 3 clusters Score -4138586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4138587.250000 Penalty: 3383.642578
	Iteration 54Q: 3 clusters Score -4138587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4138590.750000 Penalty: 3383.642578
	Iteration 55Q: 3 clusters Score -4138591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4138596.500000 Penalty: 3383.642578
	Iteration 56Q: 3 clusters Score -4138596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4138600.500000 Penalty: 3383.642578
	Iteration 57Q: 3 clusters Score -4138600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4138606.000000 Penalty: 3383.642578
	Iteration 58Q: 3 clusters Score -4138606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4138612.000000 Penalty: 3383.642578
	Iteration 59Q: 3 clusters Score -4138612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4138608.250000 Penalty: 3383.642578
	Iteration 60F: 3 clusters Score -4138608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4138609.250000 Penalty: 3383.642578
	Iteration 61Q: 3 clusters Score -4138609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4138616.000000 Penalty: 3383.642578
	Iteration 62Q: 3 clusters Score -4138616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31966 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4138621.500000 Penalty: 3383.642578
	Iteration 63Q: 3 clusters Score -4138622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4138618.000000 Penalty: 3383.642578
	Iteration 64Q: 3 clusters Score -4138618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4138628.250000 Penalty: 3383.642578
	Iteration 65Q: 3 clusters Score -4138628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4138634.750000 Penalty: 3383.642578
	Iteration 66Q: 3 clusters Score -4138635 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4138645.750000 Penalty: 3383.642578
	Iteration 67Q: 3 clusters Score -4138646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4138647.000000 Penalty: 3383.642578
	Iteration 68Q: 3 clusters Score -4138647 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4138657.250000 Penalty: 3383.642578
	Iteration 69Q: 3 clusters Score -4138657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4138651.750000 Penalty: 3383.642578
	Iteration 70Q: 3 clusters Score -4138652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4138662.500000 Penalty: 3383.642578
	Iteration 71Q: 3 clusters Score -4138662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4138672.500000 Penalty: 3383.642578
	Iteration 72Q: 3 clusters Score -4138672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4138681.500000 Penalty: 3383.642578
	Iteration 73Q: 3 clusters Score -4138682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4138674.750000 Penalty: 3383.642578
	Iteration 74Q: 3 clusters Score -4138675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4138685.000000 Penalty: 3383.642578
	Iteration 75Q: 3 clusters Score -4138685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4138682.500000 Penalty: 3383.642578
	Iteration 76Q: 3 clusters Score -4138682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4138684.750000 Penalty: 3383.642578
	Iteration 77Q: 3 clusters Score -4138685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4138684.500000 Penalty: 3383.642578
	Iteration 78Q: 3 clusters Score -4138684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4138688.000000 Penalty: 3383.642578
	Iteration 79Q: 3 clusters Score -4138688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32229 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4138688.500000 Penalty: 3383.642578
	Iteration 80F: 3 clusters Score -4138688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4138688.250000 Penalty: 3383.642578
	Iteration 81Q: 3 clusters Score -4138688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4138690.500000 Penalty: 3383.642578
	Iteration 82Q: 3 clusters Score -4138690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4138695.000000 Penalty: 3383.642578
	Iteration 83Q: 3 clusters Score -4138695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4138701.750000 Penalty: 3383.642578
	Iteration 84Q: 3 clusters Score -4138702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4138704.750000 Penalty: 3383.642578
	Iteration 85Q: 3 clusters Score -4138705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4138710.750000 Penalty: 3383.642578
	Iteration 86Q: 3 clusters Score -4138711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4138715.500000 Penalty: 3383.642578
	Iteration 87Q: 3 clusters Score -4138716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4138716.000000 Penalty: 3383.642578
	Iteration 88Q: 3 clusters Score -4138716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4138721.500000 Penalty: 3383.642578
	Iteration 89Q: 3 clusters Score -4138722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4138726.250000 Penalty: 3383.642578
	Iteration 90Q: 3 clusters Score -4138726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4138732.250000 Penalty: 3383.642578
	Iteration 91Q: 3 clusters Score -4138732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4138736.250000 Penalty: 3383.642578
	Iteration 92Q: 3 clusters Score -4138736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4138740.250000 Penalty: 3383.642578
	Iteration 93Q: 3 clusters Score -4138740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4138740.750000 Penalty: 3383.642578
	Iteration 94Q: 3 clusters Score -4138741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4138739.750000 Penalty: 3383.642578
	Iteration 95Q: 3 clusters Score -4138740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4138746.750000 Penalty: 3383.642578
	Iteration 96Q: 3 clusters Score -4138747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4138748.000000 Penalty: 3383.642578
	Iteration 97Q: 3 clusters Score -4138748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4138750.750000 Penalty: 3383.642578
	Iteration 98Q: 3 clusters Score -4138751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4138759.000000 Penalty: 3383.642578
	Iteration 99Q: 3 clusters Score -4138759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4138761.000000 Penalty: 3383.642578
	Iteration 100F: 3 clusters Score -4138761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4138767.750000 Penalty: 3383.642578
	Iteration 101Q: 3 clusters Score -4138768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4138770.250000 Penalty: 3383.642578
	Iteration 102Q: 3 clusters Score -4138770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4138776.500000 Penalty: 3383.642578
	Iteration 103Q: 3 clusters Score -4138776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4138777.750000 Penalty: 3383.642578
	Iteration 104Q: 3 clusters Score -4138778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4138779.000000 Penalty: 3383.642578
	Iteration 105Q: 3 clusters Score -4138779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4138785.000000 Penalty: 3383.642578
	Iteration 106Q: 3 clusters Score -4138785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4138781.000000 Penalty: 3383.642578
	Iteration 107Q: 3 clusters Score -4138781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4138782.000000 Penalty: 3383.642578
	Iteration 108Q: 3 clusters Score -4138782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4138785.250000 Penalty: 3383.642578
	Iteration 109Q: 3 clusters Score -4138785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4138785.750000 Penalty: 3383.642578
	Iteration 110Q: 3 clusters Score -4138786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4138782.750000 Penalty: 3383.642578
	Iteration 111Q: 3 clusters Score -4138783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4138782.750000 Penalty: 3383.642578
	Iteration 112F: 3 clusters Score -4138783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -56356.937500 Penalty: 1023.877747
	Iteration 0F: 2 clusters Score -56356.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -55247.968750 Penalty: 2047.755493
	Iteration 0F: 3 clusters Score -55247.97 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -55499.953125 Penalty: 2047.755493
	Iteration 1F: 3 clusters Score -55499.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -55621.996094 Penalty: 2047.755493
	Iteration 2F: 3 clusters Score -55622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -55717.402344 Penalty: 2047.755493
	Iteration 3Q: 3 clusters Score -55717.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55768.824219 Penalty: 2047.755493
	Iteration 4Q: 3 clusters Score -55768.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55797.839844 Penalty: 2047.755493
	Iteration 5Q: 3 clusters Score -55797.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55835.187500 Penalty: 2047.755493
	Iteration 6Q: 3 clusters Score -55835.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -55864.648438 Penalty: 2047.755493
	Iteration 7Q: 3 clusters Score -55864.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -55887.519531 Penalty: 2047.755493
	Iteration 8Q: 3 clusters Score -55887.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55917.460938 Penalty: 2047.755493
	Iteration 9Q: 3 clusters Score -55917.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -55936.789062 Penalty: 2047.755493
	Iteration 10Q: 3 clusters Score -55936.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -55956.671875 Penalty: 2047.755493
	Iteration 11Q: 3 clusters Score -55956.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -55978.648438 Penalty: 2047.755493
	Iteration 12Q: 3 clusters Score -55978.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -55988.503906 Penalty: 2047.755493
	Iteration 13Q: 3 clusters Score -55988.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -55996.140625 Penalty: 2047.755493
	Iteration 14Q: 3 clusters Score -55996.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -56013.679688 Penalty: 2047.755493
	Iteration 15Q: 3 clusters Score -56013.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56022.984375 Penalty: 2047.755493
	Iteration 16Q: 3 clusters Score -56022.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -56024.078125 Penalty: 2047.755493
	Iteration 17Q: 3 clusters Score -56024.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -56024.078125 Penalty: 2047.755493
	Iteration 18F: 3 clusters Score -56024.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Entering Unmasked Estep 
Score: -617172.625000 Penalty: 1378.355469
	Iteration 0F: 2 clusters Score -617172.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -613314.187500 Penalty: 2756.710938
	Iteration 0F: 3 clusters Score -613314.2 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -614302.750000 Penalty: 2756.710938
	Iteration 1F: 3 clusters Score -614302.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -614477.187500 Penalty: 2756.710938
	Iteration 2F: 3 clusters Score -614477.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -614614.125000 Penalty: 2756.710938
	Iteration 3F: 3 clusters Score -614614.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -614741.312500 Penalty: 2756.710938
	Iteration 4Q: 3 clusters Score -614741.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -614866.312500 Penalty: 2756.710938
	Iteration 5Q: 3 clusters Score -614866.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -614967.562500 Penalty: 2756.710938
	Iteration 6Q: 3 clusters Score -614967.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -615069.125000 Penalty: 2756.710938
	Iteration 7Q: 3 clusters Score -615069.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -615181.062500 Penalty: 2756.710938
	Iteration 8Q: 3 clusters Score -615181.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -615307.250000 Penalty: 2756.710938
	Iteration 9Q: 3 clusters Score -615307.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -615428.937500 Penalty: 2756.710938
	Iteration 10Q: 3 clusters Score -615428.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -615547.250000 Penalty: 2756.710938
	Iteration 11Q: 3 clusters Score -615547.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -615631.500000 Penalty: 2756.710938
	Iteration 12Q: 3 clusters Score -615631.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -615693.562500 Penalty: 2756.710938
	Iteration 13Q: 3 clusters Score -615693.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -615743.375000 Penalty: 2756.710938
	Iteration 14Q: 3 clusters Score -615743.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -615781.312500 Penalty: 2756.710938
	Iteration 15Q: 3 clusters Score -615781.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -615826.312500 Penalty: 2756.710938
	Iteration 16Q: 3 clusters Score -615826.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -615854.250000 Penalty: 2756.710938
	Iteration 17Q: 3 clusters Score -615854.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -615865.687500 Penalty: 2756.710938
	Iteration 18Q: 3 clusters Score -615865.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -615881.687500 Penalty: 2756.710938
	Iteration 19Q: 3 clusters Score -615881.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -615894.187500 Penalty: 2756.710938
	Iteration 20F: 3 clusters Score -615894.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -615909.250000 Penalty: 2756.710938
	Iteration 21Q: 3 clusters Score -615909.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -615922.250000 Penalty: 2756.710938
	Iteration 22Q: 3 clusters Score -615922.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -615930.875000 Penalty: 2756.710938
	Iteration 23Q: 3 clusters Score -615930.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -615937.187500 Penalty: 2756.710938
	Iteration 24Q: 3 clusters Score -615937.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -615942.687500 Penalty: 2756.710938
	Iteration 25Q: 3 clusters Score -615942.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -615945.125000 Penalty: 2756.710938
	Iteration 26Q: 3 clusters Score -615945.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -615945.062500 Penalty: 2756.710938
	Iteration 27Q: 3 clusters Score -615945.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -615945.625000 Penalty: 2756.710938
	Iteration 28Q: 3 clusters Score -615945.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -615946.125000 Penalty: 2756.710938
	Iteration 29Q: 3 clusters Score -615946.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -615946.125000 Penalty: 2756.710938
	Iteration 30F: 3 clusters Score -615946.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Entering Unmasked Estep 
Score: -211605.062500 Penalty: 1212.889771
	Iteration 0F: 2 clusters Score -211605.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -209633.890625 Penalty: 2425.779541
	Iteration 0F: 3 clusters Score -209633.9 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -210034.937500 Penalty: 2425.779541
	Iteration 1F: 3 clusters Score -210034.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -210179.296875 Penalty: 2425.779541
	Iteration 2F: 3 clusters Score -210179.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -210304.875000 Penalty: 2425.779541
	Iteration 3F: 3 clusters Score -210304.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -210399.015625 Penalty: 2425.779541
	Iteration 4Q: 3 clusters Score -210399 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -210495.343750 Penalty: 2425.779541
	Iteration 5Q: 3 clusters Score -210495.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -210650.937500 Penalty: 2425.779541
	Iteration 6Q: 3 clusters Score -210650.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -210857.109375 Penalty: 2425.779541
	Iteration 7Q: 3 clusters Score -210857.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -211014.765625 Penalty: 2425.779541
	Iteration 8Q: 3 clusters Score -211014.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -211134.687500 Penalty: 2425.779541
	Iteration 9Q: 3 clusters Score -211134.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -211216.984375 Penalty: 2425.779541
	Iteration 10Q: 3 clusters Score -211217 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -211293.906250 Penalty: 2425.779541
	Iteration 11Q: 3 clusters Score -211293.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -211407.421875 Penalty: 2425.779541
	Iteration 12Q: 3 clusters Score -211407.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -211560.843750 Penalty: 2425.779541
	Iteration 13Q: 3 clusters Score -211560.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -211693.078125 Penalty: 2425.779541
	Iteration 14Q: 3 clusters Score -211693.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -211754.625000 Penalty: 2425.779541
	Iteration 15Q: 3 clusters Score -211754.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -211814.890625 Penalty: 2425.779541
	Iteration 16Q: 3 clusters Score -211814.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -211862.937500 Penalty: 2425.779541
	Iteration 17Q: 3 clusters Score -211862.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -211900.859375 Penalty: 2425.779541
	Iteration 18Q: 3 clusters Score -211900.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -211919.953125 Penalty: 2425.779541
	Iteration 19Q: 3 clusters Score -211920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -211927.515625 Penalty: 2425.779541
	Iteration 20F: 3 clusters Score -211927.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -211935.062500 Penalty: 2425.779541
	Iteration 21Q: 3 clusters Score -211935.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -211937.703125 Penalty: 2425.779541
	Iteration 22Q: 3 clusters Score -211937.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -211939.609375 Penalty: 2425.779541
	Iteration 23Q: 3 clusters Score -211939.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -211942.656250 Penalty: 2425.779541
	Iteration 24Q: 3 clusters Score -211942.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -211943.968750 Penalty: 2425.779541
	Iteration 25Q: 3 clusters Score -211944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -211945.515625 Penalty: 2425.779541
	Iteration 26Q: 3 clusters Score -211945.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -211945.515625 Penalty: 2425.779541
	Iteration 27F: 3 clusters Score -211945.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 96389 members 
Mstep: Class 3 contains 7174 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51894 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 5213 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 6837 members 
Mstep: Class 10 contains 101765 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109815 members 
Mstep: Class 13 contains 14712 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6683 members 
Mstep: Class 16 contains 8681 members 
Mstep: Class 17 contains 24849 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 2949 members 
Mstep: Class 21 contains 50756 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4917 members 
Mstep: Class 24 contains 9581 members 
Mstep: Class 25 contains 79602 members 
Mstep: Class 26 contains 33230 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 856 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4513 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3816 members 
Mstep: Class 34 contains 1387 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6371 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99672 members 
Mstep: Class 42 contains 7704 members 
Mstep: Class 43 contains 23691 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106472 members 
Mstep: Class 46 contains 888 members 
Entering Unmasked Estep 
Score: -111783688.000000 Penalty: 102634.984375
Splitting cluster 29 changes total score from -111784440.000000 to -111783688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (2923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Entering Unmasked Estep 
Score: -346652.468750 Penalty: 1296.809448
	Iteration 0F: 2 clusters Score -346652.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -343971.781250 Penalty: 2593.618896
	Iteration 0F: 3 clusters Score -343971.8 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -344676.218750 Penalty: 2593.618896
	Iteration 1F: 3 clusters Score -344676.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -344855.812500 Penalty: 2593.618896
	Iteration 2F: 3 clusters Score -344855.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -344990.843750 Penalty: 2593.618896
	Iteration 3F: 3 clusters Score -344990.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -345109.375000 Penalty: 2593.618896
	Iteration 4F: 3 clusters Score -345109.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -345223.968750 Penalty: 2593.618896
	Iteration 5Q: 3 clusters Score -345224 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -345338.375000 Penalty: 2593.618896
	Iteration 6Q: 3 clusters Score -345338.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -345465.781250 Penalty: 2593.618896
	Iteration 7Q: 3 clusters Score -345465.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -345592.562500 Penalty: 2593.618896
	Iteration 8Q: 3 clusters Score -345592.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -345705.250000 Penalty: 2593.618896
	Iteration 9Q: 3 clusters Score -345705.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -345788.375000 Penalty: 2593.618896
	Iteration 10Q: 3 clusters Score -345788.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -345832.000000 Penalty: 2593.618896
	Iteration 11Q: 3 clusters Score -345832 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -345851.843750 Penalty: 2593.618896
	Iteration 12Q: 3 clusters Score -345851.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -345863.156250 Penalty: 2593.618896
	Iteration 13Q: 3 clusters Score -345863.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -345868.656250 Penalty: 2593.618896
	Iteration 14Q: 3 clusters Score -345868.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -345873.156250 Penalty: 2593.618896
	Iteration 15Q: 3 clusters Score -345873.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -345878.093750 Penalty: 2593.618896
	Iteration 16Q: 3 clusters Score -345878.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -345884.218750 Penalty: 2593.618896
	Iteration 17Q: 3 clusters Score -345884.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -345888.718750 Penalty: 2593.618896
	Iteration 18Q: 3 clusters Score -345888.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -345891.406250 Penalty: 2593.618896
	Iteration 19Q: 3 clusters Score -345891.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -345892.812500 Penalty: 2593.618896
	Iteration 20F: 3 clusters Score -345892.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -345893.750000 Penalty: 2593.618896
	Iteration 21Q: 3 clusters Score -345893.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -345895.031250 Penalty: 2593.618896
	Iteration 22Q: 3 clusters Score -345895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -345896.968750 Penalty: 2593.618896
	Iteration 23Q: 3 clusters Score -345897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -345897.125000 Penalty: 2593.618896
	Iteration 24Q: 3 clusters Score -345897.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -345897.562500 Penalty: 2593.618896
	Iteration 25Q: 3 clusters Score -345897.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -345897.843750 Penalty: 2593.618896
	Iteration 26Q: 3 clusters Score -345897.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -345898.781250 Penalty: 2593.618896
	Iteration 27Q: 3 clusters Score -345898.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -345898.781250 Penalty: 2593.618896
	Iteration 28F: 3 clusters Score -345898.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Entering Unmasked Estep 
Score: -561781.625000 Penalty: 1367.391602
	Iteration 0F: 2 clusters Score -561781.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -558093.750000 Penalty: 2734.783203
	Iteration 0F: 3 clusters Score -558093.8 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -559114.937500 Penalty: 2734.783203
	Iteration 1F: 3 clusters Score -559114.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -559288.500000 Penalty: 2734.783203
	Iteration 2F: 3 clusters Score -559288.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -559402.375000 Penalty: 2734.783203
	Iteration 3F: 3 clusters Score -559402.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -559504.125000 Penalty: 2734.783203
	Iteration 4Q: 3 clusters Score -559504.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -559590.625000 Penalty: 2734.783203
	Iteration 5Q: 3 clusters Score -559590.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -559650.812500 Penalty: 2734.783203
	Iteration 6Q: 3 clusters Score -559650.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -559693.062500 Penalty: 2734.783203
	Iteration 7Q: 3 clusters Score -559693.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -559734.000000 Penalty: 2734.783203
	Iteration 8Q: 3 clusters Score -559734 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -559779.250000 Penalty: 2734.783203
	Iteration 9Q: 3 clusters Score -559779.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -559818.437500 Penalty: 2734.783203
	Iteration 10Q: 3 clusters Score -559818.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -559853.500000 Penalty: 2734.783203
	Iteration 11Q: 3 clusters Score -559853.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -559888.437500 Penalty: 2734.783203
	Iteration 12Q: 3 clusters Score -559888.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -559925.500000 Penalty: 2734.783203
	Iteration 13Q: 3 clusters Score -559925.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -559956.187500 Penalty: 2734.783203
	Iteration 14Q: 3 clusters Score -559956.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -559986.625000 Penalty: 2734.783203
	Iteration 15Q: 3 clusters Score -559986.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -560015.875000 Penalty: 2734.783203
	Iteration 16Q: 3 clusters Score -560015.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -560058.125000 Penalty: 2734.783203
	Iteration 17Q: 3 clusters Score -560058.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -560106.937500 Penalty: 2734.783203
	Iteration 18Q: 3 clusters Score -560106.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -560139.437500 Penalty: 2734.783203
	Iteration 19Q: 3 clusters Score -560139.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -560168.312500 Penalty: 2734.783203
	Iteration 20F: 3 clusters Score -560168.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -560198.562500 Penalty: 2734.783203
	Iteration 21Q: 3 clusters Score -560198.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -560227.250000 Penalty: 2734.783203
	Iteration 22Q: 3 clusters Score -560227.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -560252.750000 Penalty: 2734.783203
	Iteration 23Q: 3 clusters Score -560252.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -560274.062500 Penalty: 2734.783203
	Iteration 24Q: 3 clusters Score -560274.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -560293.687500 Penalty: 2734.783203
	Iteration 25Q: 3 clusters Score -560293.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -560311.375000 Penalty: 2734.783203
	Iteration 26Q: 3 clusters Score -560311.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -560333.812500 Penalty: 2734.783203
	Iteration 27Q: 3 clusters Score -560333.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -560354.500000 Penalty: 2734.783203
	Iteration 28Q: 3 clusters Score -560354.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -560375.375000 Penalty: 2734.783203
	Iteration 29Q: 3 clusters Score -560375.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -560394.062500 Penalty: 2734.783203
	Iteration 30Q: 3 clusters Score -560394.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -560409.437500 Penalty: 2734.783203
	Iteration 31Q: 3 clusters Score -560409.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -560418.437500 Penalty: 2734.783203
	Iteration 32Q: 3 clusters Score -560418.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -560428.625000 Penalty: 2734.783203
	Iteration 33Q: 3 clusters Score -560428.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -560439.875000 Penalty: 2734.783203
	Iteration 34Q: 3 clusters Score -560439.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -560455.500000 Penalty: 2734.783203
	Iteration 35Q: 3 clusters Score -560455.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -560482.437500 Penalty: 2734.783203
	Iteration 36Q: 3 clusters Score -560482.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -560514.250000 Penalty: 2734.783203
	Iteration 37Q: 3 clusters Score -560514.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -560537.937500 Penalty: 2734.783203
	Iteration 38Q: 3 clusters Score -560537.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -560553.062500 Penalty: 2734.783203
	Iteration 39Q: 3 clusters Score -560553.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -560570.187500 Penalty: 2734.783203
	Iteration 40F: 3 clusters Score -560570.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -560583.812500 Penalty: 2734.783203
	Iteration 41Q: 3 clusters Score -560583.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -560590.187500 Penalty: 2734.783203
	Iteration 42Q: 3 clusters Score -560590.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -560598.250000 Penalty: 2734.783203
	Iteration 43Q: 3 clusters Score -560598.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -560603.437500 Penalty: 2734.783203
	Iteration 44Q: 3 clusters Score -560603.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -560608.812500 Penalty: 2734.783203
	Iteration 45Q: 3 clusters Score -560608.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -560614.312500 Penalty: 2734.783203
	Iteration 46Q: 3 clusters Score -560614.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -560620.937500 Penalty: 2734.783203
	Iteration 47Q: 3 clusters Score -560620.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -560631.875000 Penalty: 2734.783203
	Iteration 48Q: 3 clusters Score -560631.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -560641.375000 Penalty: 2734.783203
	Iteration 49Q: 3 clusters Score -560641.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -560645.937500 Penalty: 2734.783203
	Iteration 50Q: 3 clusters Score -560645.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -560649.062500 Penalty: 2734.783203
	Iteration 51Q: 3 clusters Score -560649.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -560652.500000 Penalty: 2734.783203
	Iteration 52Q: 3 clusters Score -560652.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -560651.937500 Penalty: 2734.783203
	Iteration 53Q: 3 clusters Score -560651.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -560653.125000 Penalty: 2734.783203
	Iteration 54Q: 3 clusters Score -560653.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -560654.625000 Penalty: 2734.783203
	Iteration 55Q: 3 clusters Score -560654.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -560655.000000 Penalty: 2734.783203
	Iteration 56Q: 3 clusters Score -560655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -560655.500000 Penalty: 2734.783203
	Iteration 57Q: 3 clusters Score -560655.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -560655.500000 Penalty: 2734.783203
	Iteration 58F: 3 clusters Score -560655.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -20143.847656 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -20143.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19354.833984 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -19354.83 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19637.414062 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -19637.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19763.279297 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -19763.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -19965.335938 Penalty: 1863.335938
	Iteration 3F: 3 clusters Score -19965.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20062.291016 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -20062.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20086.832031 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -20086.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20103.027344 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -20103.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20116.580078 Penalty: 1863.335938
	Iteration 7Q: 3 clusters Score -20116.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20117.951172 Penalty: 1863.335938
	Iteration 8Q: 3 clusters Score -20117.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20117.951172 Penalty: 1863.335938
	Iteration 9F: 3 clusters Score -20117.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Entering Unmasked Estep 
Score: -433497.437500 Penalty: 1340.130615
	Iteration 0F: 2 clusters Score -433497.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -430295.625000 Penalty: 2680.261230
	Iteration 0F: 3 clusters Score -430295.6 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -431252.875000 Penalty: 2680.261230
	Iteration 1F: 3 clusters Score -431252.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -431497.250000 Penalty: 2680.261230
	Iteration 2F: 3 clusters Score -431497.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -431729.375000 Penalty: 2680.261230
	Iteration 3F: 3 clusters Score -431729.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -431990.937500 Penalty: 2680.261230
	Iteration 4F: 3 clusters Score -431990.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -432222.125000 Penalty: 2680.261230
	Iteration 5F: 3 clusters Score -432222.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -432472.718750 Penalty: 2680.261230
	Iteration 6F: 3 clusters Score -432472.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -432723.718750 Penalty: 2680.261230
	Iteration 7F: 3 clusters Score -432723.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -432876.593750 Penalty: 2680.261230
	Iteration 8Q: 3 clusters Score -432876.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -432989.718750 Penalty: 2680.261230
	Iteration 9Q: 3 clusters Score -432989.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -433048.468750 Penalty: 2680.261230
	Iteration 10Q: 3 clusters Score -433048.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -433089.906250 Penalty: 2680.261230
	Iteration 11Q: 3 clusters Score -433089.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -433105.718750 Penalty: 2680.261230
	Iteration 12Q: 3 clusters Score -433105.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -433119.593750 Penalty: 2680.261230
	Iteration 13Q: 3 clusters Score -433119.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -433127.312500 Penalty: 2680.261230
	Iteration 14Q: 3 clusters Score -433127.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -433130.937500 Penalty: 2680.261230
	Iteration 15Q: 3 clusters Score -433130.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -433134.906250 Penalty: 2680.261230
	Iteration 16Q: 3 clusters Score -433134.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -433140.343750 Penalty: 2680.261230
	Iteration 17Q: 3 clusters Score -433140.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -433146.343750 Penalty: 2680.261230
	Iteration 18Q: 3 clusters Score -433146.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -433148.187500 Penalty: 2680.261230
	Iteration 19Q: 3 clusters Score -433148.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -433149.312500 Penalty: 2680.261230
	Iteration 20F: 3 clusters Score -433149.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -433150.750000 Penalty: 2680.261230
	Iteration 21Q: 3 clusters Score -433150.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -433152.500000 Penalty: 2680.261230
	Iteration 22Q: 3 clusters Score -433152.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -433153.437500 Penalty: 2680.261230
	Iteration 23Q: 3 clusters Score -433153.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -433154.562500 Penalty: 2680.261230
	Iteration 24Q: 3 clusters Score -433154.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -433154.562500 Penalty: 2680.261230
	Iteration 25F: 3 clusters Score -433154.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Entering Unmasked Estep 
Score: -168856.593750 Penalty: 1175.671021
	Iteration 0F: 2 clusters Score -168856.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -167159.296875 Penalty: 2351.342041
	Iteration 0F: 3 clusters Score -167159.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -167526.000000 Penalty: 2351.342041
	Iteration 1F: 3 clusters Score -167526 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -167658.437500 Penalty: 2351.342041
	Iteration 2F: 3 clusters Score -167658.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -167756.781250 Penalty: 2351.342041
	Iteration 3F: 3 clusters Score -167756.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -167811.671875 Penalty: 2351.342041
	Iteration 4Q: 3 clusters Score -167811.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -167862.078125 Penalty: 2351.342041
	Iteration 5Q: 3 clusters Score -167862.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -167947.578125 Penalty: 2351.342041
	Iteration 6Q: 3 clusters Score -167947.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -168106.468750 Penalty: 2351.342041
	Iteration 7Q: 3 clusters Score -168106.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -168194.234375 Penalty: 2351.342041
	Iteration 8Q: 3 clusters Score -168194.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -168224.328125 Penalty: 2351.342041
	Iteration 9Q: 3 clusters Score -168224.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -168242.500000 Penalty: 2351.342041
	Iteration 10Q: 3 clusters Score -168242.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -168258.390625 Penalty: 2351.342041
	Iteration 11Q: 3 clusters Score -168258.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -168280.250000 Penalty: 2351.342041
	Iteration 12Q: 3 clusters Score -168280.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -168297.656250 Penalty: 2351.342041
	Iteration 13Q: 3 clusters Score -168297.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -168308.796875 Penalty: 2351.342041
	Iteration 14Q: 3 clusters Score -168308.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -168330.250000 Penalty: 2351.342041
	Iteration 15Q: 3 clusters Score -168330.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -168352.625000 Penalty: 2351.342041
	Iteration 16Q: 3 clusters Score -168352.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -168368.531250 Penalty: 2351.342041
	Iteration 17Q: 3 clusters Score -168368.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -168381.687500 Penalty: 2351.342041
	Iteration 18Q: 3 clusters Score -168381.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -168398.062500 Penalty: 2351.342041
	Iteration 19Q: 3 clusters Score -168398.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -168421.671875 Penalty: 2351.342041
	Iteration 20F: 3 clusters Score -168421.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -168429.703125 Penalty: 2351.342041
	Iteration 21Q: 3 clusters Score -168429.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -168444.234375 Penalty: 2351.342041
	Iteration 22Q: 3 clusters Score -168444.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -168469.203125 Penalty: 2351.342041
	Iteration 23Q: 3 clusters Score -168469.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -168495.406250 Penalty: 2351.342041
	Iteration 24Q: 3 clusters Score -168495.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -168518.015625 Penalty: 2351.342041
	Iteration 25Q: 3 clusters Score -168518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -168540.421875 Penalty: 2351.342041
	Iteration 26Q: 3 clusters Score -168540.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -168587.562500 Penalty: 2351.342041
	Iteration 27Q: 3 clusters Score -168587.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -168653.828125 Penalty: 2351.342041
	Iteration 28Q: 3 clusters Score -168653.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -168716.187500 Penalty: 2351.342041
	Iteration 29Q: 3 clusters Score -168716.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -168757.703125 Penalty: 2351.342041
	Iteration 30Q: 3 clusters Score -168757.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -168789.281250 Penalty: 2351.342041
	Iteration 31Q: 3 clusters Score -168789.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -168810.265625 Penalty: 2351.342041
	Iteration 32Q: 3 clusters Score -168810.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -168828.625000 Penalty: 2351.342041
	Iteration 33Q: 3 clusters Score -168828.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -168846.250000 Penalty: 2351.342041
	Iteration 34Q: 3 clusters Score -168846.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -168857.750000 Penalty: 2351.342041
	Iteration 35Q: 3 clusters Score -168857.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -168860.609375 Penalty: 2351.342041
	Iteration 36Q: 3 clusters Score -168860.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -168862.328125 Penalty: 2351.342041
	Iteration 37Q: 3 clusters Score -168862.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -168863.656250 Penalty: 2351.342041
	Iteration 38Q: 3 clusters Score -168863.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -168864.015625 Penalty: 2351.342041
	Iteration 39Q: 3 clusters Score -168864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -168864.015625 Penalty: 2351.342041
	Iteration 40F: 3 clusters Score -168864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 96389 members 
Mstep: Class 3 contains 7174 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51894 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 5213 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 6837 members 
Mstep: Class 10 contains 101765 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109815 members 
Mstep: Class 13 contains 14712 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6683 members 
Mstep: Class 16 contains 8681 members 
Mstep: Class 17 contains 24849 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 2949 members 
Mstep: Class 21 contains 50756 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4917 members 
Mstep: Class 24 contains 9581 members 
Mstep: Class 25 contains 79602 members 
Mstep: Class 26 contains 33230 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4513 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3816 members 
Mstep: Class 34 contains 731 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6371 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99672 members 
Mstep: Class 42 contains 7704 members 
Mstep: Class 43 contains 23691 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106472 members 
Mstep: Class 46 contains 656 members 
Entering Unmasked Estep 
Score: -111783408.000000 Penalty: 102634.984375
Splitting cluster 34 changes total score from -111784440.000000 to -111783408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -17242.093750 Penalty: 895.275635
	Iteration 0F: 2 clusters Score -17242.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16509.167969 Penalty: 1790.551270
	Iteration 0F: 3 clusters Score -16509.17 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16779.017578 Penalty: 1790.551270
	Iteration 1F: 3 clusters Score -16779.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16877.046875 Penalty: 1790.551270
	Iteration 2F: 3 clusters Score -16877.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -16909.507812 Penalty: 1790.551270
	Iteration 3Q: 3 clusters Score -16909.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -16921.080078 Penalty: 1790.551270
	Iteration 4Q: 3 clusters Score -16921.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -16928.527344 Penalty: 1790.551270
	Iteration 5Q: 3 clusters Score -16928.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -16978.126953 Penalty: 1790.551270
	Iteration 6Q: 3 clusters Score -16978.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17030.021484 Penalty: 1790.551270
	Iteration 7Q: 3 clusters Score -17030.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17049.816406 Penalty: 1790.551270
	Iteration 8Q: 3 clusters Score -17049.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -17072.212891 Penalty: 1790.551270
	Iteration 9Q: 3 clusters Score -17072.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17083.546875 Penalty: 1790.551270
	Iteration 10Q: 3 clusters Score -17083.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17084.789062 Penalty: 1790.551270
	Iteration 11Q: 3 clusters Score -17084.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17084.789062 Penalty: 1790.551270
	Iteration 12F: 3 clusters Score -17084.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -64244.562500 Penalty: 1054.001099
	Iteration 0F: 2 clusters Score -64244.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -63090.902344 Penalty: 2108.002197
	Iteration 0F: 3 clusters Score -63090.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -63399.382812 Penalty: 2108.002197
	Iteration 1F: 3 clusters Score -63399.38 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -63535.578125 Penalty: 2108.002197
	Iteration 2F: 3 clusters Score -63535.58 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -63623.882812 Penalty: 2108.002197
	Iteration 3F: 3 clusters Score -63623.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -63738.914062 Penalty: 2108.002197
	Iteration 4F: 3 clusters Score -63738.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -63793.226562 Penalty: 2108.002197
	Iteration 5Q: 3 clusters Score -63793.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -63805.730469 Penalty: 2108.002197
	Iteration 6Q: 3 clusters Score -63805.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -63831.843750 Penalty: 2108.002197
	Iteration 7Q: 3 clusters Score -63831.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -63857.546875 Penalty: 2108.002197
	Iteration 8Q: 3 clusters Score -63857.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -63879.156250 Penalty: 2108.002197
	Iteration 9Q: 3 clusters Score -63879.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -63899.769531 Penalty: 2108.002197
	Iteration 10Q: 3 clusters Score -63899.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -63915.632812 Penalty: 2108.002197
	Iteration 11Q: 3 clusters Score -63915.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -63937.531250 Penalty: 2108.002197
	Iteration 12Q: 3 clusters Score -63937.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -63949.878906 Penalty: 2108.002197
	Iteration 13Q: 3 clusters Score -63949.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -63958.726562 Penalty: 2108.002197
	Iteration 14Q: 3 clusters Score -63958.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -63962.363281 Penalty: 2108.002197
	Iteration 15Q: 3 clusters Score -63962.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -63970.781250 Penalty: 2108.002197
	Iteration 16Q: 3 clusters Score -63970.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -63976.968750 Penalty: 2108.002197
	Iteration 17Q: 3 clusters Score -63976.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -63979.253906 Penalty: 2108.002197
	Iteration 18Q: 3 clusters Score -63979.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -63979.253906 Penalty: 2108.002197
	Iteration 19F: 3 clusters Score -63979.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -95910.398438 Penalty: 1080.880371
	Iteration 0F: 2 clusters Score -95910.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -94630.093750 Penalty: 2161.760742
	Iteration 0F: 3 clusters Score -94630.09 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -94811.734375 Penalty: 2161.760742
	Iteration 1F: 3 clusters Score -94811.73 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -94850.062500 Penalty: 2161.760742
	Iteration 2Q: 3 clusters Score -94850.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -94867.906250 Penalty: 2161.760742
	Iteration 3Q: 3 clusters Score -94867.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -94877.859375 Penalty: 2161.760742
	Iteration 4Q: 3 clusters Score -94877.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -94889.062500 Penalty: 2161.760742
	Iteration 5Q: 3 clusters Score -94889.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -94894.851562 Penalty: 2161.760742
	Iteration 6Q: 3 clusters Score -94894.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -94899.140625 Penalty: 2161.760742
	Iteration 7Q: 3 clusters Score -94899.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -94907.367188 Penalty: 2161.760742
	Iteration 8Q: 3 clusters Score -94907.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -94915.062500 Penalty: 2161.760742
	Iteration 9Q: 3 clusters Score -94915.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -94927.625000 Penalty: 2161.760742
	Iteration 10Q: 3 clusters Score -94927.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -94938.632812 Penalty: 2161.760742
	Iteration 11Q: 3 clusters Score -94938.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -94947.312500 Penalty: 2161.760742
	Iteration 12Q: 3 clusters Score -94947.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -94948.406250 Penalty: 2161.760742
	Iteration 13Q: 3 clusters Score -94948.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -94950.093750 Penalty: 2161.760742
	Iteration 14Q: 3 clusters Score -94950.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -94951.757812 Penalty: 2161.760742
	Iteration 15Q: 3 clusters Score -94951.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -94954.453125 Penalty: 2161.760742
	Iteration 16Q: 3 clusters Score -94954.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -94958.179688 Penalty: 2161.760742
	Iteration 17Q: 3 clusters Score -94958.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -94961.515625 Penalty: 2161.760742
	Iteration 18Q: 3 clusters Score -94961.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -94962.625000 Penalty: 2161.760742
	Iteration 19Q: 3 clusters Score -94962.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -94962.625000 Penalty: 2161.760742
	Iteration 20F: 3 clusters Score -94962.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -66658.351562 Penalty: 1061.740601
	Iteration 0F: 2 clusters Score -66658.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -65508.687500 Penalty: 2123.481201
	Iteration 0F: 3 clusters Score -65508.69 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -65773.523438 Penalty: 2123.481201
	Iteration 1F: 3 clusters Score -65773.52 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -65849.492188 Penalty: 2123.481201
	Iteration 2F: 3 clusters Score -65849.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -65887.359375 Penalty: 2123.481201
	Iteration 3Q: 3 clusters Score -65887.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -65938.250000 Penalty: 2123.481201
	Iteration 4Q: 3 clusters Score -65938.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -65988.296875 Penalty: 2123.481201
	Iteration 5Q: 3 clusters Score -65988.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66063.101562 Penalty: 2123.481201
	Iteration 6Q: 3 clusters Score -66063.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66192.468750 Penalty: 2123.481201
	Iteration 7Q: 3 clusters Score -66192.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66273.851562 Penalty: 2123.481201
	Iteration 8Q: 3 clusters Score -66273.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -66320.976562 Penalty: 2123.481201
	Iteration 9Q: 3 clusters Score -66320.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -66352.250000 Penalty: 2123.481201
	Iteration 10Q: 3 clusters Score -66352.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -66365.914062 Penalty: 2123.481201
	Iteration 11Q: 3 clusters Score -66365.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66375.179688 Penalty: 2123.481201
	Iteration 12Q: 3 clusters Score -66375.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -66385.429688 Penalty: 2123.481201
	Iteration 13Q: 3 clusters Score -66385.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66389.109375 Penalty: 2123.481201
	Iteration 14Q: 3 clusters Score -66389.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -66389.726562 Penalty: 2123.481201
	Iteration 15Q: 3 clusters Score -66389.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -66389.726562 Penalty: 2123.481201
	Iteration 16F: 3 clusters Score -66389.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Entering Unmasked Estep 
Score: -745759.187500 Penalty: 1423.420654
	Iteration 0F: 2 clusters Score -745759.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -740904.437500 Penalty: 2846.841309
	Iteration 0F: 3 clusters Score -740904.4 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -742509.250000 Penalty: 2846.841309
	Iteration 1F: 3 clusters Score -742509.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -742863.125000 Penalty: 2846.841309
	Iteration 2F: 3 clusters Score -742863.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -743297.375000 Penalty: 2846.841309
	Iteration 3F: 3 clusters Score -743297.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -743718.062500 Penalty: 2846.841309
	Iteration 4F: 3 clusters Score -743718.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -744068.562500 Penalty: 2846.841309
	Iteration 5F: 3 clusters Score -744068.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -744354.750000 Penalty: 2846.841309
	Iteration 6F: 3 clusters Score -744354.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -744593.125000 Penalty: 2846.841309
	Iteration 7Q: 3 clusters Score -744593.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -744770.750000 Penalty: 2846.841309
	Iteration 8Q: 3 clusters Score -744770.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -744929.062500 Penalty: 2846.841309
	Iteration 9Q: 3 clusters Score -744929.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -745039.187500 Penalty: 2846.841309
	Iteration 10Q: 3 clusters Score -745039.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -745112.125000 Penalty: 2846.841309
	Iteration 11Q: 3 clusters Score -745112.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -745140.812500 Penalty: 2846.841309
	Iteration 12Q: 3 clusters Score -745140.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -745155.000000 Penalty: 2846.841309
	Iteration 13Q: 3 clusters Score -745155 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -745164.125000 Penalty: 2846.841309
	Iteration 14Q: 3 clusters Score -745164.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -745173.437500 Penalty: 2846.841309
	Iteration 15Q: 3 clusters Score -745173.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -745178.125000 Penalty: 2846.841309
	Iteration 16Q: 3 clusters Score -745178.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -745182.625000 Penalty: 2846.841309
	Iteration 17Q: 3 clusters Score -745182.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -745189.062500 Penalty: 2846.841309
	Iteration 18Q: 3 clusters Score -745189.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -745193.125000 Penalty: 2846.841309
	Iteration 19Q: 3 clusters Score -745193.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -745198.437500 Penalty: 2846.841309
	Iteration 20F: 3 clusters Score -745198.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -745202.812500 Penalty: 2846.841309
	Iteration 21Q: 3 clusters Score -745202.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -745207.500000 Penalty: 2846.841309
	Iteration 22Q: 3 clusters Score -745207.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -745212.625000 Penalty: 2846.841309
	Iteration 23Q: 3 clusters Score -745212.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -745219.312500 Penalty: 2846.841309
	Iteration 24Q: 3 clusters Score -745219.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -745222.937500 Penalty: 2846.841309
	Iteration 25Q: 3 clusters Score -745222.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -745225.500000 Penalty: 2846.841309
	Iteration 26Q: 3 clusters Score -745225.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -745229.687500 Penalty: 2846.841309
	Iteration 27Q: 3 clusters Score -745229.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -745229.562500 Penalty: 2846.841309
	Iteration 28Q: 3 clusters Score -745229.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -745230.500000 Penalty: 2846.841309
	Iteration 29Q: 3 clusters Score -745230.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -745232.062500 Penalty: 2846.841309
	Iteration 30Q: 3 clusters Score -745232.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -745233.312500 Penalty: 2846.841309
	Iteration 31Q: 3 clusters Score -745233.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -745232.125000 Penalty: 2846.841309
	Iteration 32Q: 3 clusters Score -745232.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -745235.125000 Penalty: 2846.841309
	Iteration 33Q: 3 clusters Score -745235.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -745235.875000 Penalty: 2846.841309
	Iteration 34Q: 3 clusters Score -745235.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -745236.375000 Penalty: 2846.841309
	Iteration 35Q: 3 clusters Score -745236.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -745234.312500 Penalty: 2846.841309
	Iteration 36Q: 3 clusters Score -745234.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -745235.125000 Penalty: 2846.841309
	Iteration 37Q: 3 clusters Score -745235.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -745235.125000 Penalty: 2846.841309
	Iteration 38F: 3 clusters Score -745235.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -10897.729492 Penalty: 954.219177
	Iteration 0F: 2 clusters Score -10897.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -10133.434570 Penalty: 1908.438354
	Iteration 0F: 3 clusters Score -10133.43 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10603.564453 Penalty: 1908.438354
	Iteration 1F: 3 clusters Score -10603.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10730.361328 Penalty: 1908.438354
	Iteration 2F: 3 clusters Score -10730.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10837.571289 Penalty: 1908.438354
	Iteration 3Q: 3 clusters Score -10837.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10967.098633 Penalty: 1908.438354
	Iteration 4Q: 3 clusters Score -10967.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10980.994141 Penalty: 1908.438354
	Iteration 5Q: 3 clusters Score -10980.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10987.022461 Penalty: 1908.438354
	Iteration 6Q: 3 clusters Score -10987.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11001.779297 Penalty: 1908.438354
	Iteration 7Q: 3 clusters Score -11001.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11005.723633 Penalty: 1908.438354
	Iteration 8Q: 3 clusters Score -11005.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11015.938477 Penalty: 1908.438354
	Iteration 9Q: 3 clusters Score -11015.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11025.571289 Penalty: 1908.438354
	Iteration 10Q: 3 clusters Score -11025.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11028.805664 Penalty: 1908.438354
	Iteration 11Q: 3 clusters Score -11028.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11028.805664 Penalty: 1908.438354
	Iteration 12F: 3 clusters Score -11028.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 96389 members 
Mstep: Class 3 contains 7174 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51894 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 5213 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 6837 members 
Mstep: Class 10 contains 101765 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109815 members 
Mstep: Class 13 contains 14712 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6683 members 
Mstep: Class 16 contains 8681 members 
Mstep: Class 17 contains 24849 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 2949 members 
Mstep: Class 21 contains 50756 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4917 members 
Mstep: Class 24 contains 9581 members 
Mstep: Class 25 contains 79602 members 
Mstep: Class 26 contains 33230 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4513 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3816 members 
Mstep: Class 34 contains 1387 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6371 members 
Mstep: Class 40 contains 220 members 
Mstep: Class 41 contains 99672 members 
Mstep: Class 42 contains 7704 members 
Mstep: Class 43 contains 23691 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106472 members 
Mstep: Class 46 contains 135 members 
Entering Unmasked Estep 
Score: -111783288.000000 Penalty: 102634.984375
Splitting cluster 40 changes total score from -111784440.000000 to -111783288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (99672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99672 members 
Entering Unmasked Estep 
Score: -12434418.000000 Penalty: 1870.316406
	Iteration 0F: 2 clusters Score -1.243442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49942 members 
Mstep: Class 2 contains 49730 members 
Entering Unmasked Estep 
Score: -12369521.000000 Penalty: 3740.632812
	Iteration 0F: 3 clusters Score -1.236952e+07 nChanged 47591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50737 members 
Mstep: Class 2 contains 48935 members 
Entering Unmasked Estep 
Score: -12397007.000000 Penalty: 3740.632812
	Iteration 1F: 3 clusters Score -1.239701e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51209 members 
Mstep: Class 2 contains 48463 members 
Entering Unmasked Estep 
Score: -12397727.000000 Penalty: 3740.632812
	Iteration 2Q: 3 clusters Score -1.239773e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52012 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -12398422.000000 Penalty: 3740.632812
	Iteration 3Q: 3 clusters Score -1.239842e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53233 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -12399405.000000 Penalty: 3740.632812
	Iteration 4Q: 3 clusters Score -1.23994e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54992 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -12400430.000000 Penalty: 3740.632812
	Iteration 5Q: 3 clusters Score -1.240043e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57590 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -12401963.000000 Penalty: 3740.632812
	Iteration 6Q: 3 clusters Score -1.240196e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61389 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -12404649.000000 Penalty: 3740.632812
	Iteration 7Q: 3 clusters Score -1.240465e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66379 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -12408651.000000 Penalty: 3740.632812
	Iteration 8F: 3 clusters Score -1.240865e+07 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72409 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -12414022.000000 Penalty: 3740.632812
	Iteration 9F: 3 clusters Score -1.241402e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78489 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -12419622.000000 Penalty: 3740.632812
	Iteration 10F: 3 clusters Score -1.241962e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83489 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -12424203.000000 Penalty: 3740.632812
	Iteration 11F: 3 clusters Score -1.24242e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87195 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -12427117.000000 Penalty: 3740.632812
	Iteration 12Q: 3 clusters Score -1.242712e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89909 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -12429132.000000 Penalty: 3740.632812
	Iteration 13Q: 3 clusters Score -1.242913e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91908 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -12430628.000000 Penalty: 3740.632812
	Iteration 14Q: 3 clusters Score -1.243063e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93407 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -12431539.000000 Penalty: 3740.632812
	Iteration 15Q: 3 clusters Score -1.243154e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94499 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -12432037.000000 Penalty: 3740.632812
	Iteration 16Q: 3 clusters Score -1.243204e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95321 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -12432393.000000 Penalty: 3740.632812
	Iteration 17Q: 3 clusters Score -1.243239e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95963 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -12432651.000000 Penalty: 3740.632812
	Iteration 18Q: 3 clusters Score -1.243265e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96467 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -12432834.000000 Penalty: 3740.632812
	Iteration 19Q: 3 clusters Score -1.243283e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96859 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -12432921.000000 Penalty: 3740.632812
	Iteration 20F: 3 clusters Score -1.243292e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97154 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -12433024.000000 Penalty: 3740.632812
	Iteration 21Q: 3 clusters Score -1.243302e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97373 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -12433074.000000 Penalty: 3740.632812
	Iteration 22Q: 3 clusters Score -1.243307e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97533 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -12433143.000000 Penalty: 3740.632812
	Iteration 23Q: 3 clusters Score -1.243314e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97682 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -12433192.000000 Penalty: 3740.632812
	Iteration 24Q: 3 clusters Score -1.243319e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97802 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -12433192.000000 Penalty: 3740.632812
	Iteration 25Q: 3 clusters Score -1.243319e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97903 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -12433214.000000 Penalty: 3740.632812
	Iteration 26Q: 3 clusters Score -1.243321e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97977 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -12433234.000000 Penalty: 3740.632812
	Iteration 27Q: 3 clusters Score -1.243323e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98047 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -12433264.000000 Penalty: 3740.632812
	Iteration 28Q: 3 clusters Score -1.243326e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98105 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -12433269.000000 Penalty: 3740.632812
	Iteration 29Q: 3 clusters Score -1.243327e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98148 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -12433273.000000 Penalty: 3740.632812
	Iteration 30Q: 3 clusters Score -1.243327e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98186 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -12433292.000000 Penalty: 3740.632812
	Iteration 31Q: 3 clusters Score -1.243329e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98214 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -12433298.000000 Penalty: 3740.632812
	Iteration 32Q: 3 clusters Score -1.24333e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98240 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -12433303.000000 Penalty: 3740.632812
	Iteration 33Q: 3 clusters Score -1.24333e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98260 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -12433287.000000 Penalty: 3740.632812
	Iteration 34Q: 3 clusters Score -1.243329e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98275 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -12433291.000000 Penalty: 3740.632812
	Iteration 35Q: 3 clusters Score -1.243329e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98290 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -12433287.000000 Penalty: 3740.632812
	Iteration 36Q: 3 clusters Score -1.243329e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98300 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -12433280.000000 Penalty: 3740.632812
	Iteration 37Q: 3 clusters Score -1.243328e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98312 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -12433297.000000 Penalty: 3740.632812
	Iteration 38Q: 3 clusters Score -1.24333e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98328 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -12433282.000000 Penalty: 3740.632812
	Iteration 39Q: 3 clusters Score -1.243328e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98338 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -12433279.000000 Penalty: 3740.632812
	Iteration 40F: 3 clusters Score -1.243328e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98353 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -12433285.000000 Penalty: 3740.632812
	Iteration 41Q: 3 clusters Score -1.243328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98354 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -12433288.000000 Penalty: 3740.632812
	Iteration 42Q: 3 clusters Score -1.243329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98358 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -12433289.000000 Penalty: 3740.632812
	Iteration 43Q: 3 clusters Score -1.243329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98360 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -12433285.000000 Penalty: 3740.632812
	Iteration 44Q: 3 clusters Score -1.243328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98363 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -12433294.000000 Penalty: 3740.632812
	Iteration 45Q: 3 clusters Score -1.243329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98368 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -12433302.000000 Penalty: 3740.632812
	Iteration 46Q: 3 clusters Score -1.24333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98369 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -12433297.000000 Penalty: 3740.632812
	Iteration 47Q: 3 clusters Score -1.24333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98371 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -12433303.000000 Penalty: 3740.632812
	Iteration 48Q: 3 clusters Score -1.24333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98374 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -12433302.000000 Penalty: 3740.632812
	Iteration 49Q: 3 clusters Score -1.24333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98375 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -12433296.000000 Penalty: 3740.632812
	Iteration 50Q: 3 clusters Score -1.24333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98379 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -12433295.000000 Penalty: 3740.632812
	Iteration 51Q: 3 clusters Score -1.24333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98381 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -12433289.000000 Penalty: 3740.632812
	Iteration 52Q: 3 clusters Score -1.243329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98382 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -12433296.000000 Penalty: 3740.632812
	Iteration 53Q: 3 clusters Score -1.24333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98380 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -12433298.000000 Penalty: 3740.632812
	Iteration 54Q: 3 clusters Score -1.24333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98379 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -12433300.000000 Penalty: 3740.632812
	Iteration 55Q: 3 clusters Score -1.24333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98380 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -12433304.000000 Penalty: 3740.632812
	Iteration 56Q: 3 clusters Score -1.24333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98384 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -12433297.000000 Penalty: 3740.632812
	Iteration 57Q: 3 clusters Score -1.24333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98391 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -12433290.000000 Penalty: 3740.632812
	Iteration 58Q: 3 clusters Score -1.243329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98400 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -12433292.000000 Penalty: 3740.632812
	Iteration 59Q: 3 clusters Score -1.243329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98404 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -12433296.000000 Penalty: 3740.632812
	Iteration 60F: 3 clusters Score -1.24333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98405 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -12433292.000000 Penalty: 3740.632812
	Iteration 61Q: 3 clusters Score -1.243329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98407 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -12433296.000000 Penalty: 3740.632812
	Iteration 62Q: 3 clusters Score -1.24333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98410 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -12433292.000000 Penalty: 3740.632812
	Iteration 63Q: 3 clusters Score -1.243329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98410 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -12433293.000000 Penalty: 3740.632812
	Iteration 64Q: 3 clusters Score -1.243329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98410 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -12433293.000000 Penalty: 3740.632812
	Iteration 65F: 3 clusters Score -1.243329e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Entering Unmasked Estep 
Score: -931103.875000 Penalty: 1454.292969
	Iteration 0F: 2 clusters Score -931103.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -925378.812500 Penalty: 2908.585938
	Iteration 0F: 3 clusters Score -925378.8 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -927175.812500 Penalty: 2908.585938
	Iteration 1F: 3 clusters Score -927175.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -927423.812500 Penalty: 2908.585938
	Iteration 2F: 3 clusters Score -927423.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -927631.312500 Penalty: 2908.585938
	Iteration 3F: 3 clusters Score -927631.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -927838.750000 Penalty: 2908.585938
	Iteration 4Q: 3 clusters Score -927838.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -928065.125000 Penalty: 2908.585938
	Iteration 5Q: 3 clusters Score -928065.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -928320.937500 Penalty: 2908.585938
	Iteration 6Q: 3 clusters Score -928320.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -928582.187500 Penalty: 2908.585938
	Iteration 7F: 3 clusters Score -928582.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -928812.375000 Penalty: 2908.585938
	Iteration 8Q: 3 clusters Score -928812.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -929036.250000 Penalty: 2908.585938
	Iteration 9Q: 3 clusters Score -929036.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -929267.437500 Penalty: 2908.585938
	Iteration 10Q: 3 clusters Score -929267.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -929433.312500 Penalty: 2908.585938
	Iteration 11Q: 3 clusters Score -929433.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -929545.750000 Penalty: 2908.585938
	Iteration 12Q: 3 clusters Score -929545.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -929616.875000 Penalty: 2908.585938
	Iteration 13Q: 3 clusters Score -929616.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -929673.187500 Penalty: 2908.585938
	Iteration 14Q: 3 clusters Score -929673.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -929724.750000 Penalty: 2908.585938
	Iteration 15Q: 3 clusters Score -929724.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -929764.000000 Penalty: 2908.585938
	Iteration 16Q: 3 clusters Score -929764 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -929817.500000 Penalty: 2908.585938
	Iteration 17Q: 3 clusters Score -929817.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -929866.937500 Penalty: 2908.585938
	Iteration 18Q: 3 clusters Score -929866.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -929907.000000 Penalty: 2908.585938
	Iteration 19Q: 3 clusters Score -929907 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -929929.187500 Penalty: 2908.585938
	Iteration 20F: 3 clusters Score -929929.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -929944.875000 Penalty: 2908.585938
	Iteration 21Q: 3 clusters Score -929944.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -929962.187500 Penalty: 2908.585938
	Iteration 22Q: 3 clusters Score -929962.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -929974.437500 Penalty: 2908.585938
	Iteration 23Q: 3 clusters Score -929974.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -929981.812500 Penalty: 2908.585938
	Iteration 24Q: 3 clusters Score -929981.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -929989.875000 Penalty: 2908.585938
	Iteration 25Q: 3 clusters Score -929989.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -929994.125000 Penalty: 2908.585938
	Iteration 26Q: 3 clusters Score -929994.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -929997.812500 Penalty: 2908.585938
	Iteration 27Q: 3 clusters Score -929997.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -930006.625000 Penalty: 2908.585938
	Iteration 28Q: 3 clusters Score -930006.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -930011.625000 Penalty: 2908.585938
	Iteration 29Q: 3 clusters Score -930011.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -930017.750000 Penalty: 2908.585938
	Iteration 30Q: 3 clusters Score -930017.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -930027.312500 Penalty: 2908.585938
	Iteration 31Q: 3 clusters Score -930027.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -930031.812500 Penalty: 2908.585938
	Iteration 32Q: 3 clusters Score -930031.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -930037.375000 Penalty: 2908.585938
	Iteration 33Q: 3 clusters Score -930037.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -930042.187500 Penalty: 2908.585938
	Iteration 34Q: 3 clusters Score -930042.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -930046.750000 Penalty: 2908.585938
	Iteration 35Q: 3 clusters Score -930046.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -930050.812500 Penalty: 2908.585938
	Iteration 36Q: 3 clusters Score -930050.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -930053.500000 Penalty: 2908.585938
	Iteration 37Q: 3 clusters Score -930053.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -930058.000000 Penalty: 2908.585938
	Iteration 38Q: 3 clusters Score -930058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -930060.562500 Penalty: 2908.585938
	Iteration 39Q: 3 clusters Score -930060.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -930064.000000 Penalty: 2908.585938
	Iteration 40F: 3 clusters Score -930064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -930069.625000 Penalty: 2908.585938
	Iteration 41Q: 3 clusters Score -930069.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -930075.500000 Penalty: 2908.585938
	Iteration 42Q: 3 clusters Score -930075.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -930076.687500 Penalty: 2908.585938
	Iteration 43Q: 3 clusters Score -930076.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -930083.250000 Penalty: 2908.585938
	Iteration 44Q: 3 clusters Score -930083.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -930085.375000 Penalty: 2908.585938
	Iteration 45Q: 3 clusters Score -930085.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -930088.812500 Penalty: 2908.585938
	Iteration 46Q: 3 clusters Score -930088.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -930095.937500 Penalty: 2908.585938
	Iteration 47Q: 3 clusters Score -930095.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -930098.187500 Penalty: 2908.585938
	Iteration 48Q: 3 clusters Score -930098.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -930100.312500 Penalty: 2908.585938
	Iteration 49Q: 3 clusters Score -930100.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -930107.125000 Penalty: 2908.585938
	Iteration 50Q: 3 clusters Score -930107.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -930110.125000 Penalty: 2908.585938
	Iteration 51Q: 3 clusters Score -930110.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -930114.500000 Penalty: 2908.585938
	Iteration 52Q: 3 clusters Score -930114.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -930118.937500 Penalty: 2908.585938
	Iteration 53Q: 3 clusters Score -930118.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -930124.375000 Penalty: 2908.585938
	Iteration 54Q: 3 clusters Score -930124.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -930128.375000 Penalty: 2908.585938
	Iteration 55Q: 3 clusters Score -930128.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -930138.312500 Penalty: 2908.585938
	Iteration 56Q: 3 clusters Score -930138.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -930143.937500 Penalty: 2908.585938
	Iteration 57Q: 3 clusters Score -930143.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -930149.000000 Penalty: 2908.585938
	Iteration 58Q: 3 clusters Score -930149 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -930160.187500 Penalty: 2908.585938
	Iteration 59Q: 3 clusters Score -930160.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -930165.312500 Penalty: 2908.585938
	Iteration 60F: 3 clusters Score -930165.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -930167.312500 Penalty: 2908.585938
	Iteration 61Q: 3 clusters Score -930167.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -930171.375000 Penalty: 2908.585938
	Iteration 62Q: 3 clusters Score -930171.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -930175.375000 Penalty: 2908.585938
	Iteration 63Q: 3 clusters Score -930175.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -930177.125000 Penalty: 2908.585938
	Iteration 64Q: 3 clusters Score -930177.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -930181.375000 Penalty: 2908.585938
	Iteration 65Q: 3 clusters Score -930181.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -930183.312500 Penalty: 2908.585938
	Iteration 66Q: 3 clusters Score -930183.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -930183.062500 Penalty: 2908.585938
	Iteration 67Q: 3 clusters Score -930183.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -930183.937500 Penalty: 2908.585938
	Iteration 68Q: 3 clusters Score -930183.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -930184.812500 Penalty: 2908.585938
	Iteration 69Q: 3 clusters Score -930184.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -930185.250000 Penalty: 2908.585938
	Iteration 70Q: 3 clusters Score -930185.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -930185.562500 Penalty: 2908.585938
	Iteration 71Q: 3 clusters Score -930185.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -930189.125000 Penalty: 2908.585938
	Iteration 72Q: 3 clusters Score -930189.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -930188.250000 Penalty: 2908.585938
	Iteration 73Q: 3 clusters Score -930188.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -930187.875000 Penalty: 2908.585938
	Iteration 74Q: 3 clusters Score -930187.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -930189.312500 Penalty: 2908.585938
	Iteration 75Q: 3 clusters Score -930189.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -930189.437500 Penalty: 2908.585938
	Iteration 76Q: 3 clusters Score -930189.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -930190.562500 Penalty: 2908.585938
	Iteration 77Q: 3 clusters Score -930190.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -930189.500000 Penalty: 2908.585938
	Iteration 78Q: 3 clusters Score -930189.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -930191.750000 Penalty: 2908.585938
	Iteration 79Q: 3 clusters Score -930191.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -930192.875000 Penalty: 2908.585938
	Iteration 80F: 3 clusters Score -930192.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -930193.312500 Penalty: 2908.585938
	Iteration 81Q: 3 clusters Score -930193.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -930193.687500 Penalty: 2908.585938
	Iteration 82Q: 3 clusters Score -930193.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -930193.250000 Penalty: 2908.585938
	Iteration 83Q: 3 clusters Score -930193.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -930192.375000 Penalty: 2908.585938
	Iteration 84Q: 3 clusters Score -930192.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -930192.375000 Penalty: 2908.585938
	Iteration 85F: 3 clusters Score -930192.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (23691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Entering Unmasked Estep 
Score: -3013382.750000 Penalty: 1636.838135
	Iteration 0F: 2 clusters Score -3013383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -2997360.750000 Penalty: 3273.676270
	Iteration 0F: 3 clusters Score -2997361 nChanged 10804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -3003336.000000 Penalty: 3273.676270
	Iteration 1F: 3 clusters Score -3003336 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -3003765.000000 Penalty: 3273.676270
	Iteration 2Q: 3 clusters Score -3003765 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -3004258.750000 Penalty: 3273.676270
	Iteration 3Q: 3 clusters Score -3004259 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -3004979.000000 Penalty: 3273.676270
	Iteration 4F: 3 clusters Score -3004979 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -3006039.750000 Penalty: 3273.676270
	Iteration 5F: 3 clusters Score -3006040 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -3007309.750000 Penalty: 3273.676270
	Iteration 6F: 3 clusters Score -3007310 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -3008608.750000 Penalty: 3273.676270
	Iteration 7F: 3 clusters Score -3008609 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -3009648.000000 Penalty: 3273.676270
	Iteration 8F: 3 clusters Score -3009648 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -3010358.750000 Penalty: 3273.676270
	Iteration 9Q: 3 clusters Score -3010359 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -3010757.250000 Penalty: 3273.676270
	Iteration 10Q: 3 clusters Score -3010757 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -3010966.750000 Penalty: 3273.676270
	Iteration 11Q: 3 clusters Score -3010967 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -3011107.750000 Penalty: 3273.676270
	Iteration 12Q: 3 clusters Score -3011108 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -3011221.000000 Penalty: 3273.676270
	Iteration 13Q: 3 clusters Score -3011221 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -3011311.750000 Penalty: 3273.676270
	Iteration 14Q: 3 clusters Score -3011312 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -3011383.500000 Penalty: 3273.676270
	Iteration 15Q: 3 clusters Score -3011384 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -3011460.000000 Penalty: 3273.676270
	Iteration 16Q: 3 clusters Score -3011460 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -3011513.500000 Penalty: 3273.676270
	Iteration 17Q: 3 clusters Score -3011514 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -3011577.500000 Penalty: 3273.676270
	Iteration 18Q: 3 clusters Score -3011578 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -3011636.500000 Penalty: 3273.676270
	Iteration 19Q: 3 clusters Score -3011636 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -3011671.250000 Penalty: 3273.676270
	Iteration 20F: 3 clusters Score -3011671 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -3011701.750000 Penalty: 3273.676270
	Iteration 21Q: 3 clusters Score -3011702 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -3011761.500000 Penalty: 3273.676270
	Iteration 22Q: 3 clusters Score -3011762 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -3011799.750000 Penalty: 3273.676270
	Iteration 23Q: 3 clusters Score -3011800 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -3011837.000000 Penalty: 3273.676270
	Iteration 24Q: 3 clusters Score -3011837 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -3011849.500000 Penalty: 3273.676270
	Iteration 25Q: 3 clusters Score -3011850 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -3011859.500000 Penalty: 3273.676270
	Iteration 26Q: 3 clusters Score -3011860 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -3011869.250000 Penalty: 3273.676270
	Iteration 27Q: 3 clusters Score -3011869 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -3011892.000000 Penalty: 3273.676270
	Iteration 28Q: 3 clusters Score -3011892 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -3011913.250000 Penalty: 3273.676270
	Iteration 29Q: 3 clusters Score -3011913 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -3011926.250000 Penalty: 3273.676270
	Iteration 30Q: 3 clusters Score -3011926 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -3011938.250000 Penalty: 3273.676270
	Iteration 31Q: 3 clusters Score -3011938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -3011943.500000 Penalty: 3273.676270
	Iteration 32Q: 3 clusters Score -3011944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -3011950.750000 Penalty: 3273.676270
	Iteration 33Q: 3 clusters Score -3011951 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -3011948.750000 Penalty: 3273.676270
	Iteration 34Q: 3 clusters Score -3011949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -3011954.250000 Penalty: 3273.676270
	Iteration 35Q: 3 clusters Score -3011954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -3011961.000000 Penalty: 3273.676270
	Iteration 36Q: 3 clusters Score -3011961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -3011963.750000 Penalty: 3273.676270
	Iteration 37Q: 3 clusters Score -3011964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -3011965.000000 Penalty: 3273.676270
	Iteration 38Q: 3 clusters Score -3011965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -3011966.500000 Penalty: 3273.676270
	Iteration 39Q: 3 clusters Score -3011966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -3011967.250000 Penalty: 3273.676270
	Iteration 40F: 3 clusters Score -3011967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -3011967.750000 Penalty: 3273.676270
	Iteration 41Q: 3 clusters Score -3011968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -3011965.000000 Penalty: 3273.676270
	Iteration 42Q: 3 clusters Score -3011965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -3011967.000000 Penalty: 3273.676270
	Iteration 43Q: 3 clusters Score -3011967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -3011968.750000 Penalty: 3273.676270
	Iteration 44Q: 3 clusters Score -3011969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -3011971.000000 Penalty: 3273.676270
	Iteration 45Q: 3 clusters Score -3011971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -3011970.750000 Penalty: 3273.676270
	Iteration 46Q: 3 clusters Score -3011971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -3011970.000000 Penalty: 3273.676270
	Iteration 47Q: 3 clusters Score -3011970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -3011972.000000 Penalty: 3273.676270
	Iteration 48Q: 3 clusters Score -3011972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -3011972.000000 Penalty: 3273.676270
	Iteration 49F: 3 clusters Score -3011972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -33236.074219 Penalty: 926.322083
	Iteration 0F: 2 clusters Score -33236.07 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 156 members 
Entering Unmasked Estep 
Score: -32324.386719 Penalty: 1852.644165
	Iteration 0F: 3 clusters Score -32324.39 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32469.013672 Penalty: 1852.644165
	Iteration 1F: 3 clusters Score -32469.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32509.318359 Penalty: 1852.644165
	Iteration 2Q: 3 clusters Score -32509.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32532.144531 Penalty: 1852.644165
	Iteration 3Q: 3 clusters Score -32532.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32542.714844 Penalty: 1852.644165
	Iteration 4Q: 3 clusters Score -32542.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32551.390625 Penalty: 1852.644165
	Iteration 5Q: 3 clusters Score -32551.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32562.925781 Penalty: 1852.644165
	Iteration 6Q: 3 clusters Score -32562.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32576.662109 Penalty: 1852.644165
	Iteration 7Q: 3 clusters Score -32576.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32579.091797 Penalty: 1852.644165
	Iteration 8Q: 3 clusters Score -32579.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32580.974609 Penalty: 1852.644165
	Iteration 9Q: 3 clusters Score -32580.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32580.974609 Penalty: 1852.644165
	Iteration 10F: 3 clusters Score -32580.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (106472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106472 members 
Entering Unmasked Estep 
Score: -13480423.000000 Penalty: 1881.041016
	Iteration 0F: 2 clusters Score -1.348042e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53406 members 
Mstep: Class 2 contains 53066 members 
Entering Unmasked Estep 
Score: -13417657.000000 Penalty: 3762.082031
	Iteration 0F: 3 clusters Score -1.341766e+07 nChanged 51150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56036 members 
Mstep: Class 2 contains 50436 members 
Entering Unmasked Estep 
Score: -13447159.000000 Penalty: 3762.082031
	Iteration 1F: 3 clusters Score -1.344716e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57542 members 
Mstep: Class 2 contains 48930 members 
Entering Unmasked Estep 
Score: -13447721.000000 Penalty: 3762.082031
	Iteration 2Q: 3 clusters Score -1.344772e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59900 members 
Mstep: Class 2 contains 46572 members 
Entering Unmasked Estep 
Score: -13448677.000000 Penalty: 3762.082031
	Iteration 3Q: 3 clusters Score -1.344868e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -13450296.000000 Penalty: 3762.082031
	Iteration 4Q: 3 clusters Score -1.34503e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69007 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -13453179.000000 Penalty: 3762.082031
	Iteration 5F: 3 clusters Score -1.345318e+07 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76513 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -13458309.000000 Penalty: 3762.082031
	Iteration 6F: 3 clusters Score -1.345831e+07 nChanged 9256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85757 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -13466205.000000 Penalty: 3762.082031
	Iteration 7F: 3 clusters Score -1.34662e+07 nChanged 8976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94721 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -13474410.000000 Penalty: 3762.082031
	Iteration 8F: 3 clusters Score -1.347441e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101175 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -13478141.000000 Penalty: 3762.082031
	Iteration 9F: 3 clusters Score -1.347814e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104709 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -13478588.000000 Penalty: 3762.082031
	Iteration 10Q: 3 clusters Score -1.347859e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105953 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -13478652.000000 Penalty: 3762.082031
	Iteration 11Q: 3 clusters Score -1.347865e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106244 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -13478691.000000 Penalty: 3762.082031
	Iteration 12Q: 3 clusters Score -1.347869e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106314 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13478743.000000 Penalty: 3762.082031
	Iteration 13Q: 3 clusters Score -1.347874e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106328 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13478768.000000 Penalty: 3762.082031
	Iteration 14Q: 3 clusters Score -1.347877e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106337 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13478790.000000 Penalty: 3762.082031
	Iteration 15Q: 3 clusters Score -1.347879e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106342 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13478811.000000 Penalty: 3762.082031
	Iteration 16Q: 3 clusters Score -1.347881e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106348 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13478826.000000 Penalty: 3762.082031
	Iteration 17Q: 3 clusters Score -1.347883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106346 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13478826.000000 Penalty: 3762.082031
	Iteration 18Q: 3 clusters Score -1.347883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106345 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13478836.000000 Penalty: 3762.082031
	Iteration 19Q: 3 clusters Score -1.347884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106343 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13478828.000000 Penalty: 3762.082031
	Iteration 20F: 3 clusters Score -1.347883e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 96389 members 
Mstep: Class 3 contains 7174 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51894 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 5213 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 6837 members 
Mstep: Class 10 contains 101765 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109815 members 
Mstep: Class 13 contains 14712 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6683 members 
Mstep: Class 16 contains 8681 members 
Mstep: Class 17 contains 24849 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 2949 members 
Mstep: Class 21 contains 50756 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4917 members 
Mstep: Class 24 contains 9581 members 
Mstep: Class 25 contains 79602 members 
Mstep: Class 26 contains 33230 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4513 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3816 members 
Mstep: Class 34 contains 1387 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6371 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99672 members 
Mstep: Class 42 contains 7704 members 
Mstep: Class 43 contains 23691 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784416.000000 Penalty: 100403.789062
Iteration 479Q: 46 clusters Score -1.117844e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 96393 members 
Mstep: Class 3 contains 7174 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51892 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 5213 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 6838 members 
Mstep: Class 10 contains 101741 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109830 members 
Mstep: Class 13 contains 14712 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6683 members 
Mstep: Class 16 contains 8679 members 
Mstep: Class 17 contains 24846 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5968 members 
Mstep: Class 20 contains 2949 members 
Mstep: Class 21 contains 50760 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 4917 members 
Mstep: Class 24 contains 9581 members 
Mstep: Class 25 contains 79595 members 
Mstep: Class 26 contains 33231 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4513 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3812 members 
Mstep: Class 34 contains 1389 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6371 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99683 members 
Mstep: Class 42 contains 7697 members 
Mstep: Class 43 contains 23693 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784408.000000 Penalty: 100403.789062
Iteration 480F: 46 clusters Score -1.117844e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 96411 members 
Mstep: Class 3 contains 7175 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51895 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 5212 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 6839 members 
Mstep: Class 10 contains 101715 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109834 members 
Mstep: Class 13 contains 14711 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6683 members 
Mstep: Class 16 contains 8676 members 
Mstep: Class 17 contains 24848 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5970 members 
Mstep: Class 20 contains 2949 members 
Mstep: Class 21 contains 50759 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4917 members 
Mstep: Class 24 contains 9582 members 
Mstep: Class 25 contains 79579 members 
Mstep: Class 26 contains 33231 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4512 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3807 members 
Mstep: Class 34 contains 1389 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6371 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99694 members 
Mstep: Class 42 contains 7693 members 
Mstep: Class 43 contains 23704 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784448.000000 Penalty: 100403.789062
Iteration 481Q: 46 clusters Score -1.117844e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 96414 members 
Mstep: Class 3 contains 7175 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51895 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 5212 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 6839 members 
Mstep: Class 10 contains 101683 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109854 members 
Mstep: Class 13 contains 14710 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6683 members 
Mstep: Class 16 contains 8677 members 
Mstep: Class 17 contains 24851 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5972 members 
Mstep: Class 20 contains 2948 members 
Mstep: Class 21 contains 50757 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4917 members 
Mstep: Class 24 contains 9582 members 
Mstep: Class 25 contains 79579 members 
Mstep: Class 26 contains 33230 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4512 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3804 members 
Mstep: Class 34 contains 1389 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6370 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99704 members 
Mstep: Class 42 contains 7689 members 
Mstep: Class 43 contains 23707 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784512.000000 Penalty: 100403.789062
Iteration 482Q: 46 clusters Score -1.117845e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 96425 members 
Mstep: Class 3 contains 7175 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51903 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 5212 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 6839 members 
Mstep: Class 10 contains 101665 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109857 members 
Mstep: Class 13 contains 14712 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6683 members 
Mstep: Class 16 contains 8678 members 
Mstep: Class 17 contains 24854 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5973 members 
Mstep: Class 20 contains 2948 members 
Mstep: Class 21 contains 50753 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4917 members 
Mstep: Class 24 contains 9582 members 
Mstep: Class 25 contains 79562 members 
Mstep: Class 26 contains 33230 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4830 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4512 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3800 members 
Mstep: Class 34 contains 1389 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6371 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99704 members 
Mstep: Class 42 contains 7687 members 
Mstep: Class 43 contains 23709 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784504.000000 Penalty: 100403.789062
Iteration 483Q: 46 clusters Score -1.117845e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 96428 members 
Mstep: Class 3 contains 7175 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51903 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 5212 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 6839 members 
Mstep: Class 10 contains 101646 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 109866 members 
Mstep: Class 13 contains 14712 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6684 members 
Mstep: Class 16 contains 8676 members 
Mstep: Class 17 contains 24859 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5972 members 
Mstep: Class 20 contains 2949 members 
Mstep: Class 21 contains 50754 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4917 members 
Mstep: Class 24 contains 9582 members 
Mstep: Class 25 contains 79558 members 
Mstep: Class 26 contains 33227 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4512 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3800 members 
Mstep: Class 34 contains 1389 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6372 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99709 members 
Mstep: Class 42 contains 7683 members 
Mstep: Class 43 contains 23709 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784432.000000 Penalty: 100403.789062
Iteration 484Q: 46 clusters Score -1.117844e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 96433 members 
Mstep: Class 3 contains 7176 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51905 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 5212 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 6839 members 
Mstep: Class 10 contains 101638 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 109879 members 
Mstep: Class 13 contains 14713 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6684 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 24859 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5974 members 
Mstep: Class 20 contains 2949 members 
Mstep: Class 21 contains 50750 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4917 members 
Mstep: Class 24 contains 9582 members 
Mstep: Class 25 contains 79552 members 
Mstep: Class 26 contains 33225 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4832 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4512 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3800 members 
Mstep: Class 34 contains 1389 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6372 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99703 members 
Mstep: Class 42 contains 7680 members 
Mstep: Class 43 contains 23709 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784488.000000 Penalty: 100403.789062
Iteration 485Q: 46 clusters Score -1.117845e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 96437 members 
Mstep: Class 3 contains 7176 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51906 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 5212 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 6839 members 
Mstep: Class 10 contains 101631 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 109881 members 
Mstep: Class 13 contains 14713 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6685 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 24862 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5976 members 
Mstep: Class 20 contains 2949 members 
Mstep: Class 21 contains 50754 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4917 members 
Mstep: Class 24 contains 9582 members 
Mstep: Class 25 contains 79548 members 
Mstep: Class 26 contains 33225 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4833 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2922 members 
Mstep: Class 31 contains 4512 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3802 members 
Mstep: Class 34 contains 1389 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6372 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99697 members 
Mstep: Class 42 contains 7672 members 
Mstep: Class 43 contains 23709 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784520.000000 Penalty: 100403.789062
Iteration 486Q: 46 clusters Score -1.117845e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 96448 members 
Mstep: Class 3 contains 7176 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51913 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 5212 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 6840 members 
Mstep: Class 10 contains 101614 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 109884 members 
Mstep: Class 13 contains 14714 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6684 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 24861 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5978 members 
Mstep: Class 20 contains 2949 members 
Mstep: Class 21 contains 50752 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4918 members 
Mstep: Class 24 contains 9582 members 
Mstep: Class 25 contains 79545 members 
Mstep: Class 26 contains 33226 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4833 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2921 members 
Mstep: Class 31 contains 4513 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3801 members 
Mstep: Class 34 contains 1389 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6372 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99693 members 
Mstep: Class 42 contains 7664 members 
Mstep: Class 43 contains 23713 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784504.000000 Penalty: 100403.789062
Iteration 487Q: 46 clusters Score -1.117845e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 96444 members 
Mstep: Class 3 contains 7176 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51917 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 5212 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 6842 members 
Mstep: Class 10 contains 101600 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109887 members 
Mstep: Class 13 contains 14714 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6684 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 24861 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5981 members 
Mstep: Class 20 contains 2949 members 
Mstep: Class 21 contains 50755 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4918 members 
Mstep: Class 24 contains 9582 members 
Mstep: Class 25 contains 79541 members 
Mstep: Class 26 contains 33225 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4833 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2922 members 
Mstep: Class 31 contains 4515 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3800 members 
Mstep: Class 34 contains 1389 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6372 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99699 members 
Mstep: Class 42 contains 7654 members 
Mstep: Class 43 contains 23722 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784616.000000 Penalty: 100403.789062
Iteration 488Q: 46 clusters Score -1.117846e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 96440 members 
Mstep: Class 3 contains 7176 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51917 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 5212 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 6842 members 
Mstep: Class 10 contains 101589 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109891 members 
Mstep: Class 13 contains 14715 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6685 members 
Mstep: Class 16 contains 8677 members 
Mstep: Class 17 contains 24859 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5983 members 
Mstep: Class 20 contains 2949 members 
Mstep: Class 21 contains 50764 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4918 members 
Mstep: Class 24 contains 9584 members 
Mstep: Class 25 contains 79537 members 
Mstep: Class 26 contains 33222 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4836 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4517 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3799 members 
Mstep: Class 34 contains 1389 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6372 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99699 members 
Mstep: Class 42 contains 7643 members 
Mstep: Class 43 contains 23726 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784480.000000 Penalty: 100403.789062
Iteration 489Q: 46 clusters Score -1.117845e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 96436 members 
Mstep: Class 3 contains 7176 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51917 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 5212 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 6843 members 
Mstep: Class 10 contains 101594 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109890 members 
Mstep: Class 13 contains 14715 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6685 members 
Mstep: Class 16 contains 8679 members 
Mstep: Class 17 contains 24861 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5984 members 
Mstep: Class 20 contains 2949 members 
Mstep: Class 21 contains 50775 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4916 members 
Mstep: Class 24 contains 9586 members 
Mstep: Class 25 contains 79536 members 
Mstep: Class 26 contains 33221 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4835 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2924 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3799 members 
Mstep: Class 34 contains 1389 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6372 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99693 members 
Mstep: Class 42 contains 7629 members 
Mstep: Class 43 contains 23726 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784456.000000 Penalty: 100403.789062
Iteration 490Q: 46 clusters Score -1.117845e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 96439 members 
Mstep: Class 3 contains 7176 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51910 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 5212 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 6846 members 
Mstep: Class 10 contains 101589 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109893 members 
Mstep: Class 13 contains 14716 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6684 members 
Mstep: Class 16 contains 8681 members 
Mstep: Class 17 contains 24861 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5987 members 
Mstep: Class 20 contains 2949 members 
Mstep: Class 21 contains 50786 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4916 members 
Mstep: Class 24 contains 9586 members 
Mstep: Class 25 contains 79536 members 
Mstep: Class 26 contains 33220 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2924 members 
Mstep: Class 31 contains 4518 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3798 members 
Mstep: Class 34 contains 1389 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6371 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99687 members 
Mstep: Class 42 contains 7615 members 
Mstep: Class 43 contains 23728 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784336.000000 Penalty: 100403.789062
Iteration 491Q: 46 clusters Score -1.117843e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 96444 members 
Mstep: Class 3 contains 7177 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51902 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 5212 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 6850 members 
Mstep: Class 10 contains 101594 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109884 members 
Mstep: Class 13 contains 14717 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6684 members 
Mstep: Class 16 contains 8678 members 
Mstep: Class 17 contains 24861 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5989 members 
Mstep: Class 20 contains 2949 members 
Mstep: Class 21 contains 50794 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4917 members 
Mstep: Class 24 contains 9586 members 
Mstep: Class 25 contains 79536 members 
Mstep: Class 26 contains 33219 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4834 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2924 members 
Mstep: Class 31 contains 4517 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3798 members 
Mstep: Class 34 contains 1389 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6371 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99685 members 
Mstep: Class 42 contains 7601 members 
Mstep: Class 43 contains 23736 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784432.000000 Penalty: 100403.789062
Iteration 492Q: 46 clusters Score -1.117844e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 96446 members 
Mstep: Class 3 contains 7177 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51886 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 5211 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 6854 members 
Mstep: Class 10 contains 101603 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 109879 members 
Mstep: Class 13 contains 14719 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6684 members 
Mstep: Class 16 contains 8679 members 
Mstep: Class 17 contains 24861 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5990 members 
Mstep: Class 20 contains 2950 members 
Mstep: Class 21 contains 50807 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4920 members 
Mstep: Class 24 contains 9586 members 
Mstep: Class 25 contains 79538 members 
Mstep: Class 26 contains 33218 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4835 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2924 members 
Mstep: Class 31 contains 4517 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3797 members 
Mstep: Class 34 contains 1389 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6371 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99681 members 
Mstep: Class 42 contains 7583 members 
Mstep: Class 43 contains 23739 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784544.000000 Penalty: 100403.789062
Iteration 493Q: 46 clusters Score -1.117845e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 96441 members 
Mstep: Class 3 contains 7177 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51879 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 5211 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 6862 members 
Mstep: Class 10 contains 101609 members 
Mstep: Class 11 contains 9456 members 
Mstep: Class 12 contains 109884 members 
Mstep: Class 13 contains 14720 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6684 members 
Mstep: Class 16 contains 8679 members 
Mstep: Class 17 contains 24861 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5992 members 
Mstep: Class 20 contains 2950 members 
Mstep: Class 21 contains 50814 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4920 members 
Mstep: Class 24 contains 9587 members 
Mstep: Class 25 contains 79533 members 
Mstep: Class 26 contains 33219 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4836 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2924 members 
Mstep: Class 31 contains 4517 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3796 members 
Mstep: Class 34 contains 1389 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6371 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99668 members 
Mstep: Class 42 contains 7571 members 
Mstep: Class 43 contains 23750 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784664.000000 Penalty: 100403.789062
Iteration 494Q: 46 clusters Score -1.117847e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 96446 members 
Mstep: Class 3 contains 7178 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51877 members 
Mstep: Class 6 contains 9592 members 
Mstep: Class 7 contains 5211 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 6863 members 
Mstep: Class 10 contains 101625 members 
Mstep: Class 11 contains 9456 members 
Mstep: Class 12 contains 109884 members 
Mstep: Class 13 contains 14720 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6684 members 
Mstep: Class 16 contains 8679 members 
Mstep: Class 17 contains 24860 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5994 members 
Mstep: Class 20 contains 2950 members 
Mstep: Class 21 contains 50817 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 9587 members 
Mstep: Class 25 contains 79528 members 
Mstep: Class 26 contains 33215 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4837 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4517 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3795 members 
Mstep: Class 34 contains 1389 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6371 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99661 members 
Mstep: Class 42 contains 7558 members 
Mstep: Class 43 contains 23755 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784552.000000 Penalty: 100403.789062
Iteration 495Q: 46 clusters Score -1.117846e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 96453 members 
Mstep: Class 3 contains 7178 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51879 members 
Mstep: Class 6 contains 9593 members 
Mstep: Class 7 contains 5211 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 6862 members 
Mstep: Class 10 contains 101640 members 
Mstep: Class 11 contains 9456 members 
Mstep: Class 12 contains 109869 members 
Mstep: Class 13 contains 14720 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 6684 members 
Mstep: Class 16 contains 8679 members 
Mstep: Class 17 contains 24858 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5995 members 
Mstep: Class 20 contains 2950 members 
Mstep: Class 21 contains 50826 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4920 members 
Mstep: Class 24 contains 9587 members 
Mstep: Class 25 contains 79524 members 
Mstep: Class 26 contains 33210 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4838 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 4517 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3791 members 
Mstep: Class 34 contains 1389 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6371 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99658 members 
Mstep: Class 42 contains 7544 members 
Mstep: Class 43 contains 23764 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784536.000000 Penalty: 100403.789062
Iteration 496Q: 46 clusters Score -1.117845e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 96459 members 
Mstep: Class 3 contains 7178 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51881 members 
Mstep: Class 6 contains 9595 members 
Mstep: Class 7 contains 5211 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 6861 members 
Mstep: Class 10 contains 101641 members 
Mstep: Class 11 contains 9456 members 
Mstep: Class 12 contains 109862 members 
Mstep: Class 13 contains 14722 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 6683 members 
Mstep: Class 16 contains 8680 members 
Mstep: Class 17 contains 24854 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5998 members 
Mstep: Class 20 contains 2950 members 
Mstep: Class 21 contains 50840 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 9588 members 
Mstep: Class 25 contains 79520 members 
Mstep: Class 26 contains 33206 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4838 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2924 members 
Mstep: Class 31 contains 4517 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3789 members 
Mstep: Class 34 contains 1389 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6371 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99654 members 
Mstep: Class 42 contains 7526 members 
Mstep: Class 43 contains 23770 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784624.000000 Penalty: 100403.789062
Iteration 497Q: 46 clusters Score -1.117846e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 96456 members 
Mstep: Class 3 contains 7179 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51883 members 
Mstep: Class 6 contains 9597 members 
Mstep: Class 7 contains 5211 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 6860 members 
Mstep: Class 10 contains 101637 members 
Mstep: Class 11 contains 9456 members 
Mstep: Class 12 contains 109853 members 
Mstep: Class 13 contains 14723 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 6683 members 
Mstep: Class 16 contains 8681 members 
Mstep: Class 17 contains 24851 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 6002 members 
Mstep: Class 20 contains 2950 members 
Mstep: Class 21 contains 50854 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 9589 members 
Mstep: Class 25 contains 79518 members 
Mstep: Class 26 contains 33203 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4842 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2927 members 
Mstep: Class 31 contains 4517 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3783 members 
Mstep: Class 34 contains 1389 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6370 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99645 members 
Mstep: Class 42 contains 7510 members 
Mstep: Class 43 contains 23782 members 
Mstep: Class 44 contains 299 members 
Mstep: Class 45 contains 106558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784792.000000 Penalty: 100403.789062
Iteration 498Q: 46 clusters Score -1.117848e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 96451 members 
Mstep: Class 3 contains 7179 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51882 members 
Mstep: Class 6 contains 9599 members 
Mstep: Class 7 contains 5211 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 6858 members 
Mstep: Class 10 contains 101640 members 
Mstep: Class 11 contains 9456 members 
Mstep: Class 12 contains 109852 members 
Mstep: Class 13 contains 14724 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 6683 members 
Mstep: Class 16 contains 8680 members 
Mstep: Class 17 contains 24848 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 6007 members 
Mstep: Class 20 contains 2950 members 
Mstep: Class 21 contains 50873 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 9589 members 
Mstep: Class 25 contains 79511 members 
Mstep: Class 26 contains 33204 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4846 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 2927 members 
Mstep: Class 31 contains 4517 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3781 members 
Mstep: Class 34 contains 1389 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6370 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99644 members 
Mstep: Class 42 contains 7485 members 
Mstep: Class 43 contains 23792 members 
Mstep: Class 44 contains 300 members 
Mstep: Class 45 contains 106557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784736.000000 Penalty: 100403.789062
Iteration 499Q: 46 clusters Score -1.117847e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 96453 members 
Mstep: Class 3 contains 7179 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 51887 members 
Mstep: Class 6 contains 9599 members 
Mstep: Class 7 contains 5211 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 6858 members 
Mstep: Class 10 contains 101618 members 
Mstep: Class 11 contains 9456 members 
Mstep: Class 12 contains 109853 members 
Mstep: Class 13 contains 14724 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 6683 members 
Mstep: Class 16 contains 8680 members 
Mstep: Class 17 contains 24848 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 6018 members 
Mstep: Class 20 contains 2949 members 
Mstep: Class 21 contains 50882 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 4924 members 
Mstep: Class 24 contains 9590 members 
Mstep: Class 25 contains 79510 members 
Mstep: Class 26 contains 33203 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 4848 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 2928 members 
Mstep: Class 31 contains 4517 members 
Mstep: Class 32 contains 309 members 
Mstep: Class 33 contains 3780 members 
Mstep: Class 34 contains 1389 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 774 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 6369 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 99636 members 
Mstep: Class 42 contains 7471 members 
Mstep: Class 43 contains 23809 members 
Mstep: Class 44 contains 301 members 
Mstep: Class 45 contains 106556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784768.000000 Penalty: 100403.789062
Iteration 500F: 46 clusters Score -1.117848e+08 nChanged 205
Maximum iterations exceeded
--- Evaluating fit on full set of 2755323 points ---
Entering Unmasked Estep 
Score: -339486176.000000 Penalty: 108437.390625
22->46 Clusters: Score -339486176.000000, best is -339757952.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 918441 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 41483 members 
Mstep: Class 3 contains 41853 members 
Mstep: Class 4 contains 41896 members 
Mstep: Class 5 contains 42114 members 
Mstep: Class 6 contains 41276 members 
Mstep: Class 7 contains 42125 members 
Mstep: Class 8 contains 41479 members 
Mstep: Class 9 contains 41611 members 
Mstep: Class 10 contains 41321 members 
Mstep: Class 11 contains 41381 members 
Mstep: Class 12 contains 41827 members 
Mstep: Class 13 contains 41637 members 
Mstep: Class 14 contains 41827 members 
Mstep: Class 15 contains 41591 members 
Mstep: Class 16 contains 41652 members 
Mstep: Class 17 contains 41865 members 
Mstep: Class 18 contains 42128 members 
Mstep: Class 19 contains 41766 members 
Mstep: Class 20 contains 41851 members 
Mstep: Class 21 contains 41897 members 
Mstep: Class 22 contains 41911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1041.110229 but Gain 2231.195312
Score: -105459088.000000 Penalty: 46855.101562
Iteration 0F: 22 clusters Score -1.054591e+08 nChanged 876685
Entering Unmasked Mstep 
Mstep: Class 0 contains 1859 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 13236 members 
Mstep: Class 3 contains 4942 members 
Mstep: Class 4 contains 20015 members 
Mstep: Class 5 contains 3268 members 
Mstep: Class 6 contains 5395 members 
Mstep: Class 7 contains 30784 members 
Mstep: Class 8 contains 6492 members 
Mstep: Class 9 contains 39211 members 
Mstep: Class 10 contains 2391 members 
Mstep: Class 11 contains 368048 members 
Mstep: Class 12 contains 269404 members 
Mstep: Class 13 contains 39741 members 
Mstep: Class 14 contains 2292 members 
Mstep: Class 15 contains 6546 members 
Mstep: Class 16 contains 14713 members 
Mstep: Class 17 contains 56980 members 
Mstep: Class 18 contains 7079 members 
Mstep: Class 19 contains 4882 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 22 contains 2006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109747112.000000 Penalty: 46855.101562
Iteration 1F: 22 clusters Score -1.097471e+08 nChanged 296790
Entering Unmasked Mstep 
Mstep: Class 0 contains 1457 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 8794 members 
Mstep: Class 3 contains 4083 members 
Mstep: Class 4 contains 18858 members 
Mstep: Class 5 contains 1967 members 
Mstep: Class 6 contains 4104 members 
Mstep: Class 7 contains 27695 members 
Mstep: Class 8 contains 5608 members 
Mstep: Class 9 contains 56110 members 
Mstep: Class 10 contains 2479 members 
Mstep: Class 11 contains 306728 members 
Mstep: Class 12 contains 277941 members 
Mstep: Class 13 contains 50846 members 
Mstep: Class 14 contains 3889 members 
Mstep: Class 15 contains 13133 members 
Mstep: Class 16 contains 14290 members 
Mstep: Class 17 contains 75291 members 
Mstep: Class 18 contains 10210 members 
Mstep: Class 19 contains 12890 members 
Mstep: Class 20 contains 1976 members 
Mstep: Class 22 contains 2072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110457864.000000 Penalty: 46855.101562
Iteration 2F: 22 clusters Score -1.104579e+08 nChanged 230228
Entering Unmasked Mstep 
Mstep: Class 0 contains 1048 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 7653 members 
Mstep: Class 3 contains 4487 members 
Mstep: Class 4 contains 28571 members 
Mstep: Class 5 contains 2075 members 
Mstep: Class 6 contains 3187 members 
Mstep: Class 7 contains 23660 members 
Mstep: Class 8 contains 7387 members 
Mstep: Class 9 contains 91842 members 
Mstep: Class 10 contains 3644 members 
Mstep: Class 11 contains 245216 members 
Mstep: Class 12 contains 232386 members 
Mstep: Class 13 contains 73957 members 
Mstep: Class 14 contains 4226 members 
Mstep: Class 15 contains 16476 members 
Mstep: Class 16 contains 21583 members 
Mstep: Class 17 contains 88264 members 
Mstep: Class 18 contains 16110 members 
Mstep: Class 19 contains 20127 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 22 contains 1841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110922392.000000 Penalty: 46855.101562
Iteration 3F: 22 clusters Score -1.109224e+08 nChanged 190146
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 7120 members 
Mstep: Class 3 contains 4828 members 
Mstep: Class 4 contains 39095 members 
Mstep: Class 5 contains 2224 members 
Mstep: Class 6 contains 3893 members 
Mstep: Class 7 contains 20946 members 
Mstep: Class 8 contains 7867 members 
Mstep: Class 9 contains 130942 members 
Mstep: Class 10 contains 4832 members 
Mstep: Class 11 contains 207626 members 
Mstep: Class 12 contains 182669 members 
Mstep: Class 13 contains 94391 members 
Mstep: Class 14 contains 3685 members 
Mstep: Class 15 contains 17417 members 
Mstep: Class 16 contains 29770 members 
Mstep: Class 17 contains 88676 members 
Mstep: Class 18 contains 19517 members 
Mstep: Class 19 contains 22255 members 
Mstep: Class 20 contains 1683 members 
Mstep: Class 22 contains 1564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111183120.000000 Penalty: 46855.101562
Iteration 4F: 22 clusters Score -1.111831e+08 nChanged 142047
Entering Unmasked Mstep 
Mstep: Class 0 contains 698 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 6981 members 
Mstep: Class 3 contains 4708 members 
Mstep: Class 4 contains 46812 members 
Mstep: Class 5 contains 2264 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 18406 members 
Mstep: Class 8 contains 7296 members 
Mstep: Class 9 contains 144617 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 187980 members 
Mstep: Class 12 contains 157544 members 
Mstep: Class 13 contains 111522 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 17568 members 
Mstep: Class 16 contains 37884 members 
Mstep: Class 17 contains 86511 members 
Mstep: Class 18 contains 20639 members 
Mstep: Class 19 contains 21082 members 
Mstep: Class 20 contains 1592 members 
Mstep: Class 22 contains 1405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111295384.000000 Penalty: 46855.101562
Iteration 5F: 22 clusters Score -1.112954e+08 nChanged 108916
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 7300 members 
Mstep: Class 3 contains 4553 members 
Mstep: Class 4 contains 53000 members 
Mstep: Class 5 contains 2234 members 
Mstep: Class 6 contains 5446 members 
Mstep: Class 7 contains 15811 members 
Mstep: Class 8 contains 6253 members 
Mstep: Class 9 contains 137062 members 
Mstep: Class 10 contains 6328 members 
Mstep: Class 11 contains 179573 members 
Mstep: Class 12 contains 142369 members 
Mstep: Class 13 contains 128041 members 
Mstep: Class 14 contains 2967 members 
Mstep: Class 15 contains 17633 members 
Mstep: Class 16 contains 46987 members 
Mstep: Class 17 contains 87673 members 
Mstep: Class 18 contains 21669 members 
Mstep: Class 19 contains 18867 members 
Mstep: Class 20 contains 1532 members 
Mstep: Class 22 contains 1407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111366088.000000 Penalty: 46855.101562
Iteration 6F: 22 clusters Score -1.113661e+08 nChanged 93617
Entering Unmasked Mstep 
Mstep: Class 0 contains 501 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 8017 members 
Mstep: Class 3 contains 4500 members 
Mstep: Class 4 contains 59488 members 
Mstep: Class 5 contains 2125 members 
Mstep: Class 6 contains 5548 members 
Mstep: Class 7 contains 13711 members 
Mstep: Class 8 contains 5312 members 
Mstep: Class 9 contains 127814 members 
Mstep: Class 10 contains 6728 members 
Mstep: Class 11 contains 172034 members 
Mstep: Class 12 contains 135050 members 
Mstep: Class 13 contains 137278 members 
Mstep: Class 14 contains 2787 members 
Mstep: Class 15 contains 17555 members 
Mstep: Class 16 contains 55593 members 
Mstep: Class 17 contains 89269 members 
Mstep: Class 18 contains 22481 members 
Mstep: Class 19 contains 16860 members 
Mstep: Class 20 contains 1470 members 
Mstep: Class 22 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111407584.000000 Penalty: 46855.101562
Iteration 7F: 22 clusters Score -1.114076e+08 nChanged 80120
Entering Unmasked Mstep 
Mstep: Class 0 contains 458 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 8846 members 
Mstep: Class 3 contains 4483 members 
Mstep: Class 4 contains 66090 members 
Mstep: Class 5 contains 2020 members 
Mstep: Class 6 contains 5371 members 
Mstep: Class 7 contains 12383 members 
Mstep: Class 8 contains 4697 members 
Mstep: Class 9 contains 121522 members 
Mstep: Class 10 contains 7051 members 
Mstep: Class 11 contains 169441 members 
Mstep: Class 12 contains 132086 members 
Mstep: Class 13 contains 133558 members 
Mstep: Class 14 contains 2643 members 
Mstep: Class 15 contains 17354 members 
Mstep: Class 16 contains 63432 members 
Mstep: Class 17 contains 90559 members 
Mstep: Class 18 contains 23308 members 
Mstep: Class 19 contains 15403 members 
Mstep: Class 20 contains 1439 members 
Mstep: Class 22 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111442912.000000 Penalty: 46855.101562
Iteration 8F: 22 clusters Score -1.114429e+08 nChanged 61452
Entering Unmasked Mstep 
Mstep: Class 0 contains 446 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 9619 members 
Mstep: Class 3 contains 4465 members 
Mstep: Class 4 contains 71922 members 
Mstep: Class 5 contains 1886 members 
Mstep: Class 6 contains 5158 members 
Mstep: Class 7 contains 11514 members 
Mstep: Class 8 contains 4390 members 
Mstep: Class 9 contains 117128 members 
Mstep: Class 10 contains 7413 members 
Mstep: Class 11 contains 169511 members 
Mstep: Class 12 contains 130449 members 
Mstep: Class 13 contains 125159 members 
Mstep: Class 14 contains 2523 members 
Mstep: Class 15 contains 17069 members 
Mstep: Class 16 contains 70157 members 
Mstep: Class 17 contains 91037 members 
Mstep: Class 18 contains 24051 members 
Mstep: Class 19 contains 14485 members 
Mstep: Class 20 contains 1480 members 
Mstep: Class 22 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111472056.000000 Penalty: 46855.101562
Iteration 9F: 22 clusters Score -1.114721e+08 nChanged 52136
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 10328 members 
Mstep: Class 3 contains 4439 members 
Mstep: Class 4 contains 76996 members 
Mstep: Class 5 contains 1803 members 
Mstep: Class 6 contains 4937 members 
Mstep: Class 7 contains 10975 members 
Mstep: Class 8 contains 4321 members 
Mstep: Class 9 contains 113635 members 
Mstep: Class 10 contains 7763 members 
Mstep: Class 11 contains 167269 members 
Mstep: Class 12 contains 127945 members 
Mstep: Class 13 contains 120128 members 
Mstep: Class 14 contains 2461 members 
Mstep: Class 15 contains 16744 members 
Mstep: Class 16 contains 76076 members 
Mstep: Class 17 contains 90918 members 
Mstep: Class 18 contains 24833 members 
Mstep: Class 19 contains 14025 members 
Mstep: Class 20 contains 1552 members 
Mstep: Class 22 contains 1342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111498616.000000 Penalty: 46855.101562
Iteration 10F: 22 clusters Score -1.114986e+08 nChanged 48039
Entering Unmasked Mstep 
Mstep: Class 0 contains 426 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 10956 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 81503 members 
Mstep: Class 5 contains 1742 members 
Mstep: Class 6 contains 4741 members 
Mstep: Class 7 contains 10583 members 
Mstep: Class 8 contains 4341 members 
Mstep: Class 9 contains 110517 members 
Mstep: Class 10 contains 8043 members 
Mstep: Class 11 contains 162147 members 
Mstep: Class 12 contains 124762 members 
Mstep: Class 13 contains 119657 members 
Mstep: Class 14 contains 2386 members 
Mstep: Class 15 contains 16438 members 
Mstep: Class 16 contains 81374 members 
Mstep: Class 17 contains 90209 members 
Mstep: Class 18 contains 25611 members 
Mstep: Class 19 contains 13753 members 
Mstep: Class 20 contains 1647 members 
Mstep: Class 22 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111523136.000000 Penalty: 46855.101562
Iteration 11F: 22 clusters Score -1.115231e+08 nChanged 44083
Entering Unmasked Mstep 
Mstep: Class 0 contains 415 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 11455 members 
Mstep: Class 3 contains 4460 members 
Mstep: Class 4 contains 85604 members 
Mstep: Class 5 contains 1704 members 
Mstep: Class 6 contains 4557 members 
Mstep: Class 7 contains 10340 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 107601 members 
Mstep: Class 10 contains 8268 members 
Mstep: Class 11 contains 155704 members 
Mstep: Class 12 contains 121514 members 
Mstep: Class 13 contains 121520 members 
Mstep: Class 14 contains 2312 members 
Mstep: Class 15 contains 16122 members 
Mstep: Class 16 contains 85851 members 
Mstep: Class 17 contains 89283 members 
Mstep: Class 18 contains 26311 members 
Mstep: Class 19 contains 13702 members 
Mstep: Class 20 contains 1784 members 
Mstep: Class 22 contains 1331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111543408.000000 Penalty: 46855.101562
Iteration 12Q: 22 clusters Score -1.115434e+08 nChanged 38989
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 11841 members 
Mstep: Class 3 contains 4512 members 
Mstep: Class 4 contains 89416 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 4389 members 
Mstep: Class 7 contains 10159 members 
Mstep: Class 8 contains 4537 members 
Mstep: Class 9 contains 105314 members 
Mstep: Class 10 contains 8482 members 
Mstep: Class 11 contains 149004 members 
Mstep: Class 12 contains 118753 members 
Mstep: Class 13 contains 123593 members 
Mstep: Class 14 contains 2244 members 
Mstep: Class 15 contains 15776 members 
Mstep: Class 16 contains 89568 members 
Mstep: Class 17 contains 88319 members 
Mstep: Class 18 contains 26847 members 
Mstep: Class 19 contains 13787 members 
Mstep: Class 20 contains 1898 members 
Mstep: Class 22 contains 1328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111559072.000000 Penalty: 46855.101562
Iteration 13Q: 22 clusters Score -1.115591e+08 nChanged 33368
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 12153 members 
Mstep: Class 3 contains 4569 members 
Mstep: Class 4 contains 93197 members 
Mstep: Class 5 contains 1624 members 
Mstep: Class 6 contains 4267 members 
Mstep: Class 7 contains 10042 members 
Mstep: Class 8 contains 4717 members 
Mstep: Class 9 contains 103937 members 
Mstep: Class 10 contains 8647 members 
Mstep: Class 11 contains 142985 members 
Mstep: Class 12 contains 116136 members 
Mstep: Class 13 contains 124463 members 
Mstep: Class 14 contains 2183 members 
Mstep: Class 15 contains 15396 members 
Mstep: Class 16 contains 92708 members 
Mstep: Class 17 contains 87370 members 
Mstep: Class 18 contains 27300 members 
Mstep: Class 19 contains 13966 members 
Mstep: Class 20 contains 1989 members 
Mstep: Class 22 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111569864.000000 Penalty: 46855.101562
Iteration 14Q: 22 clusters Score -1.115699e+08 nChanged 27453
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 51628 members 
Mstep: Class 2 contains 12482 members 
Mstep: Class 3 contains 4628 members 
Mstep: Class 4 contains 96723 members 
Mstep: Class 5 contains 1606 members 
Mstep: Class 6 contains 4164 members 
Mstep: Class 7 contains 9979 members 
Mstep: Class 8 contains 4910 members 
Mstep: Class 9 contains 103352 members 
Mstep: Class 10 contains 8780 members 
Mstep: Class 11 contains 137892 members 
Mstep: Class 12 contains 113960 members 
Mstep: Class 13 contains 123870 members 
Mstep: Class 14 contains 2125 members 
Mstep: Class 15 contains 15088 members 
Mstep: Class 16 contains 95245 members 
Mstep: Class 17 contains 86375 members 
Mstep: Class 18 contains 27655 members 
Mstep: Class 19 contains 14190 members 
Mstep: Class 20 contains 2060 members 
Mstep: Class 22 contains 1319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111580248.000000 Penalty: 46855.101562
Iteration 15Q: 22 clusters Score -1.115802e+08 nChanged 23903
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 12884 members 
Mstep: Class 3 contains 4691 members 
Mstep: Class 4 contains 100095 members 
Mstep: Class 5 contains 1593 members 
Mstep: Class 6 contains 4063 members 
Mstep: Class 7 contains 9967 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 102824 members 
Mstep: Class 10 contains 8915 members 
Mstep: Class 11 contains 133280 members 
Mstep: Class 12 contains 112074 members 
Mstep: Class 13 contains 122259 members 
Mstep: Class 14 contains 2080 members 
Mstep: Class 15 contains 14862 members 
Mstep: Class 16 contains 97985 members 
Mstep: Class 17 contains 85546 members 
Mstep: Class 18 contains 27776 members 
Mstep: Class 19 contains 14473 members 
Mstep: Class 20 contains 2100 members 
Mstep: Class 22 contains 1318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111589240.000000 Penalty: 46855.101562
Iteration 16Q: 22 clusters Score -1.115892e+08 nChanged 22362
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 56195 members 
Mstep: Class 2 contains 13303 members 
Mstep: Class 3 contains 4765 members 
Mstep: Class 4 contains 103099 members 
Mstep: Class 5 contains 1578 members 
Mstep: Class 6 contains 3990 members 
Mstep: Class 7 contains 9991 members 
Mstep: Class 8 contains 5588 members 
Mstep: Class 9 contains 102540 members 
Mstep: Class 10 contains 9036 members 
Mstep: Class 11 contains 129150 members 
Mstep: Class 12 contains 110129 members 
Mstep: Class 13 contains 120060 members 
Mstep: Class 14 contains 2065 members 
Mstep: Class 15 contains 14668 members 
Mstep: Class 16 contains 100908 members 
Mstep: Class 17 contains 84944 members 
Mstep: Class 18 contains 27792 members 
Mstep: Class 19 contains 14791 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 22 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111597712.000000 Penalty: 46855.101562
Iteration 17Q: 22 clusters Score -1.115977e+08 nChanged 22126
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 58453 members 
Mstep: Class 2 contains 13648 members 
Mstep: Class 3 contains 4828 members 
Mstep: Class 4 contains 105789 members 
Mstep: Class 5 contains 1559 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 10058 members 
Mstep: Class 8 contains 6109 members 
Mstep: Class 9 contains 102374 members 
Mstep: Class 10 contains 9178 members 
Mstep: Class 11 contains 125584 members 
Mstep: Class 12 contains 108258 members 
Mstep: Class 13 contains 117330 members 
Mstep: Class 14 contains 2061 members 
Mstep: Class 15 contains 14495 members 
Mstep: Class 16 contains 103606 members 
Mstep: Class 17 contains 84473 members 
Mstep: Class 18 contains 27705 members 
Mstep: Class 19 contains 15113 members 
Mstep: Class 20 contains 2140 members 
Mstep: Class 22 contains 1314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111605864.000000 Penalty: 46855.101562
Iteration 18Q: 22 clusters Score -1.116059e+08 nChanged 21424
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 60775 members 
Mstep: Class 2 contains 13966 members 
Mstep: Class 3 contains 4888 members 
Mstep: Class 4 contains 108013 members 
Mstep: Class 5 contains 1556 members 
Mstep: Class 6 contains 3915 members 
Mstep: Class 7 contains 10190 members 
Mstep: Class 8 contains 6750 members 
Mstep: Class 9 contains 102305 members 
Mstep: Class 10 contains 9309 members 
Mstep: Class 11 contains 122408 members 
Mstep: Class 12 contains 106875 members 
Mstep: Class 13 contains 114488 members 
Mstep: Class 14 contains 2056 members 
Mstep: Class 15 contains 14311 members 
Mstep: Class 16 contains 105638 members 
Mstep: Class 17 contains 84158 members 
Mstep: Class 18 contains 27480 members 
Mstep: Class 19 contains 15467 members 
Mstep: Class 20 contains 2165 members 
Mstep: Class 22 contains 1318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111613648.000000 Penalty: 46855.101562
Iteration 19Q: 22 clusters Score -1.116136e+08 nChanged 21305
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 63107 members 
Mstep: Class 2 contains 14199 members 
Mstep: Class 3 contains 4937 members 
Mstep: Class 4 contains 109747 members 
Mstep: Class 5 contains 1547 members 
Mstep: Class 6 contains 3897 members 
Mstep: Class 7 contains 10315 members 
Mstep: Class 8 contains 7561 members 
Mstep: Class 9 contains 102391 members 
Mstep: Class 10 contains 9462 members 
Mstep: Class 11 contains 119576 members 
Mstep: Class 12 contains 105754 members 
Mstep: Class 13 contains 111876 members 
Mstep: Class 14 contains 2055 members 
Mstep: Class 15 contains 14125 members 
Mstep: Class 16 contains 106987 members 
Mstep: Class 17 contains 83954 members 
Mstep: Class 18 contains 27217 members 
Mstep: Class 19 contains 15826 members 
Mstep: Class 20 contains 2175 members 
Mstep: Class 22 contains 1323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111620608.000000 Penalty: 46855.101562
Iteration 20F: 22 clusters Score -1.116206e+08 nChanged 21230
Entering Unmasked Mstep 
Mstep: Class 0 contains 408 members 
Mstep: Class 1 contains 65644 members 
Mstep: Class 2 contains 14379 members 
Mstep: Class 3 contains 4970 members 
Mstep: Class 4 contains 110863 members 
Mstep: Class 5 contains 1659 members 
Mstep: Class 6 contains 3869 members 
Mstep: Class 7 contains 10434 members 
Mstep: Class 8 contains 8531 members 
Mstep: Class 9 contains 102571 members 
Mstep: Class 10 contains 9605 members 
Mstep: Class 11 contains 117135 members 
Mstep: Class 12 contains 104834 members 
Mstep: Class 13 contains 109690 members 
Mstep: Class 14 contains 1970 members 
Mstep: Class 15 contains 13917 members 
Mstep: Class 16 contains 107448 members 
Mstep: Class 17 contains 83778 members 
Mstep: Class 18 contains 26947 members 
Mstep: Class 19 contains 16252 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 22 contains 1261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111627488.000000 Penalty: 46855.101562
Iteration 21Q: 22 clusters Score -1.116275e+08 nChanged 20889
Entering Unmasked Mstep 
Mstep: Class 0 contains 405 members 
Mstep: Class 1 contains 68296 members 
Mstep: Class 2 contains 14448 members 
Mstep: Class 3 contains 5036 members 
Mstep: Class 4 contains 111689 members 
Mstep: Class 5 contains 1693 members 
Mstep: Class 6 contains 3851 members 
Mstep: Class 7 contains 10574 members 
Mstep: Class 8 contains 9704 members 
Mstep: Class 9 contains 102814 members 
Mstep: Class 10 contains 9852 members 
Mstep: Class 11 contains 114670 members 
Mstep: Class 12 contains 104266 members 
Mstep: Class 13 contains 107848 members 
Mstep: Class 14 contains 1922 members 
Mstep: Class 15 contains 13669 members 
Mstep: Class 16 contains 107162 members 
Mstep: Class 17 contains 83773 members 
Mstep: Class 18 contains 26599 members 
Mstep: Class 19 contains 16683 members 
Mstep: Class 20 contains 2251 members 
Mstep: Class 22 contains 1236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111634888.000000 Penalty: 46855.101562
Iteration 22Q: 22 clusters Score -1.116349e+08 nChanged 20147
Entering Unmasked Mstep 
Mstep: Class 0 contains 400 members 
Mstep: Class 1 contains 71071 members 
Mstep: Class 2 contains 14464 members 
Mstep: Class 3 contains 5092 members 
Mstep: Class 4 contains 112230 members 
Mstep: Class 5 contains 1726 members 
Mstep: Class 6 contains 3836 members 
Mstep: Class 7 contains 10712 members 
Mstep: Class 8 contains 11043 members 
Mstep: Class 9 contains 102948 members 
Mstep: Class 10 contains 10152 members 
Mstep: Class 11 contains 112644 members 
Mstep: Class 12 contains 103837 members 
Mstep: Class 13 contains 106116 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 13342 members 
Mstep: Class 16 contains 106303 members 
Mstep: Class 17 contains 83901 members 
Mstep: Class 18 contains 26224 members 
Mstep: Class 19 contains 17128 members 
Mstep: Class 20 contains 2147 members 
Mstep: Class 22 contains 1237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111642816.000000 Penalty: 46855.101562
Iteration 23Q: 22 clusters Score -1.116428e+08 nChanged 19523
Entering Unmasked Mstep 
Mstep: Class 0 contains 399 members 
Mstep: Class 1 contains 73942 members 
Mstep: Class 2 contains 14456 members 
Mstep: Class 3 contains 5137 members 
Mstep: Class 4 contains 112388 members 
Mstep: Class 5 contains 1745 members 
Mstep: Class 6 contains 3788 members 
Mstep: Class 7 contains 10787 members 
Mstep: Class 8 contains 12465 members 
Mstep: Class 9 contains 102988 members 
Mstep: Class 10 contains 10438 members 
Mstep: Class 11 contains 110970 members 
Mstep: Class 12 contains 103412 members 
Mstep: Class 13 contains 104704 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 12992 members 
Mstep: Class 16 contains 105181 members 
Mstep: Class 17 contains 84087 members 
Mstep: Class 18 contains 25853 members 
Mstep: Class 19 contains 17524 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 22 contains 1232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111649488.000000 Penalty: 46855.101562
Iteration 24Q: 22 clusters Score -1.116495e+08 nChanged 18464
Entering Unmasked Mstep 
Mstep: Class 0 contains 399 members 
Mstep: Class 1 contains 76840 members 
Mstep: Class 2 contains 14446 members 
Mstep: Class 3 contains 5189 members 
Mstep: Class 4 contains 112298 members 
Mstep: Class 5 contains 1765 members 
Mstep: Class 6 contains 3710 members 
Mstep: Class 7 contains 10800 members 
Mstep: Class 8 contains 13966 members 
Mstep: Class 9 contains 102916 members 
Mstep: Class 10 contains 10606 members 
Mstep: Class 11 contains 109483 members 
Mstep: Class 12 contains 103081 members 
Mstep: Class 13 contains 103543 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 12700 members 
Mstep: Class 16 contains 103957 members 
Mstep: Class 17 contains 84316 members 
Mstep: Class 18 contains 25422 members 
Mstep: Class 19 contains 17902 members 
Mstep: Class 20 contains 2027 members 
Mstep: Class 22 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111655272.000000 Penalty: 46855.101562
Iteration 25Q: 22 clusters Score -1.116553e+08 nChanged 17220
Entering Unmasked Mstep 
Mstep: Class 0 contains 398 members 
Mstep: Class 1 contains 79686 members 
Mstep: Class 2 contains 14527 members 
Mstep: Class 3 contains 5225 members 
Mstep: Class 4 contains 111971 members 
Mstep: Class 5 contains 1769 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 10774 members 
Mstep: Class 8 contains 15319 members 
Mstep: Class 9 contains 102834 members 
Mstep: Class 10 contains 10725 members 
Mstep: Class 11 contains 108166 members 
Mstep: Class 12 contains 102803 members 
Mstep: Class 13 contains 102602 members 
Mstep: Class 14 contains 1841 members 
Mstep: Class 15 contains 12524 members 
Mstep: Class 16 contains 102693 members 
Mstep: Class 17 contains 84617 members 
Mstep: Class 18 contains 24961 members 
Mstep: Class 19 contains 18239 members 
Mstep: Class 20 contains 1990 members 
Mstep: Class 22 contains 1217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111660400.000000 Penalty: 46855.101562
Iteration 26Q: 22 clusters Score -1.116604e+08 nChanged 16078
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 82407 members 
Mstep: Class 2 contains 14777 members 
Mstep: Class 3 contains 5267 members 
Mstep: Class 4 contains 111430 members 
Mstep: Class 5 contains 1776 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 10747 members 
Mstep: Class 8 contains 16444 members 
Mstep: Class 9 contains 102663 members 
Mstep: Class 10 contains 10806 members 
Mstep: Class 11 contains 107230 members 
Mstep: Class 12 contains 102463 members 
Mstep: Class 13 contains 101854 members 
Mstep: Class 14 contains 1827 members 
Mstep: Class 15 contains 12418 members 
Mstep: Class 16 contains 101511 members 
Mstep: Class 17 contains 84933 members 
Mstep: Class 18 contains 24480 members 
Mstep: Class 19 contains 18557 members 
Mstep: Class 20 contains 1943 members 
Mstep: Class 22 contains 1215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111665216.000000 Penalty: 46855.101562
Iteration 27Q: 22 clusters Score -1.116652e+08 nChanged 15562
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 85008 members 
Mstep: Class 2 contains 15313 members 
Mstep: Class 3 contains 5329 members 
Mstep: Class 4 contains 110817 members 
Mstep: Class 5 contains 1767 members 
Mstep: Class 6 contains 2909 members 
Mstep: Class 7 contains 10702 members 
Mstep: Class 8 contains 17479 members 
Mstep: Class 9 contains 102312 members 
Mstep: Class 10 contains 10829 members 
Mstep: Class 11 contains 106646 members 
Mstep: Class 12 contains 102086 members 
Mstep: Class 13 contains 101175 members 
Mstep: Class 14 contains 1807 members 
Mstep: Class 15 contains 12347 members 
Mstep: Class 16 contains 100335 members 
Mstep: Class 17 contains 85160 members 
Mstep: Class 18 contains 24081 members 
Mstep: Class 19 contains 18822 members 
Mstep: Class 20 contains 1905 members 
Mstep: Class 22 contains 1215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111671376.000000 Penalty: 46855.101562
Iteration 28Q: 22 clusters Score -1.116714e+08 nChanged 14901
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 87466 members 
Mstep: Class 2 contains 15844 members 
Mstep: Class 3 contains 5389 members 
Mstep: Class 4 contains 110042 members 
Mstep: Class 5 contains 1743 members 
Mstep: Class 6 contains 2720 members 
Mstep: Class 7 contains 10639 members 
Mstep: Class 8 contains 18373 members 
Mstep: Class 9 contains 101947 members 
Mstep: Class 10 contains 10867 members 
Mstep: Class 11 contains 106265 members 
Mstep: Class 12 contains 101612 members 
Mstep: Class 13 contains 100627 members 
Mstep: Class 14 contains 1759 members 
Mstep: Class 15 contains 12309 members 
Mstep: Class 16 contains 99185 members 
Mstep: Class 17 contains 85391 members 
Mstep: Class 18 contains 23739 members 
Mstep: Class 19 contains 19028 members 
Mstep: Class 20 contains 1884 members 
Mstep: Class 22 contains 1215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111676376.000000 Penalty: 46855.101562
Iteration 29Q: 22 clusters Score -1.116764e+08 nChanged 14015
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 89800 members 
Mstep: Class 2 contains 16305 members 
Mstep: Class 3 contains 5471 members 
Mstep: Class 4 contains 109209 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 2628 members 
Mstep: Class 7 contains 10558 members 
Mstep: Class 8 contains 19079 members 
Mstep: Class 9 contains 101786 members 
Mstep: Class 10 contains 10877 members 
Mstep: Class 11 contains 105834 members 
Mstep: Class 12 contains 101056 members 
Mstep: Class 13 contains 100028 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 12280 members 
Mstep: Class 16 contains 98251 members 
Mstep: Class 17 contains 85694 members 
Mstep: Class 18 contains 23453 members 
Mstep: Class 19 contains 19214 members 
Mstep: Class 20 contains 1876 members 
Mstep: Class 22 contains 1212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111681216.000000 Penalty: 46855.101562
Iteration 30Q: 22 clusters Score -1.116812e+08 nChanged 13024
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 91991 members 
Mstep: Class 2 contains 16736 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 108286 members 
Mstep: Class 5 contains 1666 members 
Mstep: Class 6 contains 2592 members 
Mstep: Class 7 contains 10491 members 
Mstep: Class 8 contains 19603 members 
Mstep: Class 9 contains 101834 members 
Mstep: Class 10 contains 10882 members 
Mstep: Class 11 contains 105400 members 
Mstep: Class 12 contains 100603 members 
Mstep: Class 13 contains 99424 members 
Mstep: Class 14 contains 1709 members 
Mstep: Class 15 contains 12249 members 
Mstep: Class 16 contains 97505 members 
Mstep: Class 17 contains 85892 members 
Mstep: Class 18 contains 23180 members 
Mstep: Class 19 contains 19366 members 
Mstep: Class 20 contains 1881 members 
Mstep: Class 22 contains 1211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111684880.000000 Penalty: 46855.101562
Iteration 31Q: 22 clusters Score -1.116849e+08 nChanged 12333
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 94001 members 
Mstep: Class 2 contains 17134 members 
Mstep: Class 3 contains 5609 members 
Mstep: Class 4 contains 107359 members 
Mstep: Class 5 contains 1638 members 
Mstep: Class 6 contains 2585 members 
Mstep: Class 7 contains 10407 members 
Mstep: Class 8 contains 20013 members 
Mstep: Class 9 contains 101918 members 
Mstep: Class 10 contains 10893 members 
Mstep: Class 11 contains 105098 members 
Mstep: Class 12 contains 100063 members 
Mstep: Class 13 contains 98862 members 
Mstep: Class 14 contains 1696 members 
Mstep: Class 15 contains 12235 members 
Mstep: Class 16 contains 96958 members 
Mstep: Class 17 contains 86057 members 
Mstep: Class 18 contains 22925 members 
Mstep: Class 19 contains 19491 members 
Mstep: Class 20 contains 1892 members 
Mstep: Class 22 contains 1210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111687576.000000 Penalty: 46855.101562
Iteration 32Q: 22 clusters Score -1.116876e+08 nChanged 11918
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 96205 members 
Mstep: Class 2 contains 17400 members 
Mstep: Class 3 contains 5675 members 
Mstep: Class 4 contains 106515 members 
Mstep: Class 5 contains 1616 members 
Mstep: Class 6 contains 2583 members 
Mstep: Class 7 contains 10315 members 
Mstep: Class 8 contains 20354 members 
Mstep: Class 9 contains 102079 members 
Mstep: Class 10 contains 10900 members 
Mstep: Class 11 contains 104551 members 
Mstep: Class 12 contains 99504 members 
Mstep: Class 13 contains 98273 members 
Mstep: Class 14 contains 1689 members 
Mstep: Class 15 contains 12217 members 
Mstep: Class 16 contains 96530 members 
Mstep: Class 17 contains 86233 members 
Mstep: Class 18 contains 22700 members 
Mstep: Class 19 contains 19581 members 
Mstep: Class 20 contains 1915 members 
Mstep: Class 22 contains 1209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111690168.000000 Penalty: 46855.101562
Iteration 33Q: 22 clusters Score -1.116902e+08 nChanged 11932
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 98543 members 
Mstep: Class 2 contains 17577 members 
Mstep: Class 3 contains 5735 members 
Mstep: Class 4 contains 105761 members 
Mstep: Class 5 contains 1606 members 
Mstep: Class 6 contains 2582 members 
Mstep: Class 7 contains 10219 members 
Mstep: Class 8 contains 20633 members 
Mstep: Class 9 contains 102258 members 
Mstep: Class 10 contains 10900 members 
Mstep: Class 11 contains 103874 members 
Mstep: Class 12 contains 98904 members 
Mstep: Class 13 contains 97646 members 
Mstep: Class 14 contains 1684 members 
Mstep: Class 15 contains 12202 members 
Mstep: Class 16 contains 96217 members 
Mstep: Class 17 contains 86426 members 
Mstep: Class 18 contains 22471 members 
Mstep: Class 19 contains 19660 members 
Mstep: Class 20 contains 1936 members 
Mstep: Class 22 contains 1210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111692448.000000 Penalty: 46855.101562
Iteration 34Q: 22 clusters Score -1.116924e+08 nChanged 11941
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 100814 members 
Mstep: Class 2 contains 17707 members 
Mstep: Class 3 contains 5777 members 
Mstep: Class 4 contains 105048 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 2585 members 
Mstep: Class 7 contains 10135 members 
Mstep: Class 8 contains 20861 members 
Mstep: Class 9 contains 102368 members 
Mstep: Class 10 contains 10874 members 
Mstep: Class 11 contains 103147 members 
Mstep: Class 12 contains 98322 members 
Mstep: Class 13 contains 97226 members 
Mstep: Class 14 contains 1680 members 
Mstep: Class 15 contains 12182 members 
Mstep: Class 16 contains 95930 members 
Mstep: Class 17 contains 86627 members 
Mstep: Class 18 contains 22262 members 
Mstep: Class 19 contains 19735 members 
Mstep: Class 20 contains 1952 members 
Mstep: Class 22 contains 1210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111694392.000000 Penalty: 46855.101562
Iteration 35Q: 22 clusters Score -1.116944e+08 nChanged 11793
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 102732 members 
Mstep: Class 2 contains 17773 members 
Mstep: Class 3 contains 5818 members 
Mstep: Class 4 contains 104486 members 
Mstep: Class 5 contains 1597 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 10054 members 
Mstep: Class 8 contains 21021 members 
Mstep: Class 9 contains 102343 members 
Mstep: Class 10 contains 10852 members 
Mstep: Class 11 contains 102494 members 
Mstep: Class 12 contains 97885 members 
Mstep: Class 13 contains 96986 members 
Mstep: Class 14 contains 1679 members 
Mstep: Class 15 contains 12177 members 
Mstep: Class 16 contains 95668 members 
Mstep: Class 17 contains 86800 members 
Mstep: Class 18 contains 22115 members 
Mstep: Class 19 contains 19777 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 22 contains 1210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111694792.000000 Penalty: 46855.101562
Iteration 36Q: 22 clusters Score -1.116948e+08 nChanged 11529
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 104334 members 
Mstep: Class 2 contains 17816 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 104083 members 
Mstep: Class 5 contains 1589 members 
Mstep: Class 6 contains 2584 members 
Mstep: Class 7 contains 10000 members 
Mstep: Class 8 contains 21143 members 
Mstep: Class 9 contains 102154 members 
Mstep: Class 10 contains 10850 members 
Mstep: Class 11 contains 101980 members 
Mstep: Class 12 contains 97565 members 
Mstep: Class 13 contains 96948 members 
Mstep: Class 14 contains 1677 members 
Mstep: Class 15 contains 12162 members 
Mstep: Class 16 contains 95398 members 
Mstep: Class 17 contains 86888 members 
Mstep: Class 18 contains 21973 members 
Mstep: Class 19 contains 19797 members 
Mstep: Class 20 contains 2018 members 
Mstep: Class 22 contains 1210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111695288.000000 Penalty: 46855.101562
Iteration 37Q: 22 clusters Score -1.116953e+08 nChanged 11314
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 105552 members 
Mstep: Class 2 contains 17825 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 103842 members 
Mstep: Class 5 contains 1581 members 
Mstep: Class 6 contains 2580 members 
Mstep: Class 7 contains 9930 members 
Mstep: Class 8 contains 21232 members 
Mstep: Class 9 contains 101844 members 
Mstep: Class 10 contains 10844 members 
Mstep: Class 11 contains 101686 members 
Mstep: Class 12 contains 97278 members 
Mstep: Class 13 contains 96949 members 
Mstep: Class 14 contains 1678 members 
Mstep: Class 15 contains 12153 members 
Mstep: Class 16 contains 95288 members 
Mstep: Class 17 contains 86879 members 
Mstep: Class 18 contains 21881 members 
Mstep: Class 19 contains 19830 members 
Mstep: Class 20 contains 2049 members 
Mstep: Class 22 contains 1210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111695552.000000 Penalty: 46855.101562
Iteration 38Q: 22 clusters Score -1.116956e+08 nChanged 10519
Entering ConstructFrom: 
Score: -111695552.000000 Penalty: 46855.101562
Entering ConstructFrom: 
Trying to split cluster 1 (106118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106118 members 
Entering Unmasked Estep 
Score: -13302737.000000 Penalty: 1880.499878
	Iteration 0F: 2 clusters Score -1.330274e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -13235775.000000 Penalty: 3760.999756
	Iteration 0F: 3 clusters Score -1.323578e+07 nChanged 50833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -13266336.000000 Penalty: 3760.999756
	Iteration 1F: 3 clusters Score -1.326634e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55067 members 
Mstep: Class 2 contains 51051 members 
Entering Unmasked Estep 
Score: -13268132.000000 Penalty: 3760.999756
	Iteration 2Q: 3 clusters Score -1.326813e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55961 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -13270492.000000 Penalty: 3760.999756
	Iteration 3Q: 3 clusters Score -1.327049e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57476 members 
Mstep: Class 2 contains 48642 members 
Entering Unmasked Estep 
Score: -13273732.000000 Penalty: 3760.999756
	Iteration 4F: 3 clusters Score -1.327373e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59527 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
Score: -13278259.000000 Penalty: 3760.999756
	Iteration 5F: 3 clusters Score -1.327826e+07 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61914 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -13283586.000000 Penalty: 3760.999756
	Iteration 6F: 3 clusters Score -1.328359e+07 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64096 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -13288509.000000 Penalty: 3760.999756
	Iteration 7F: 3 clusters Score -1.328851e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65740 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -13291623.000000 Penalty: 3760.999756
	Iteration 8F: 3 clusters Score -1.329162e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67096 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -13293188.000000 Penalty: 3760.999756
	Iteration 9Q: 3 clusters Score -1.329319e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68415 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -13293906.000000 Penalty: 3760.999756
	Iteration 10Q: 3 clusters Score -1.329391e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69762 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -13294510.000000 Penalty: 3760.999756
	Iteration 11Q: 3 clusters Score -1.329451e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71036 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -13294998.000000 Penalty: 3760.999756
	Iteration 12Q: 3 clusters Score -1.3295e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72354 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -13295453.000000 Penalty: 3760.999756
	Iteration 13Q: 3 clusters Score -1.329545e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73683 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -13295976.000000 Penalty: 3760.999756
	Iteration 14Q: 3 clusters Score -1.329598e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75060 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -13296490.000000 Penalty: 3760.999756
	Iteration 15Q: 3 clusters Score -1.329649e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76444 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -13296898.000000 Penalty: 3760.999756
	Iteration 16Q: 3 clusters Score -1.32969e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77853 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -13297425.000000 Penalty: 3760.999756
	Iteration 17Q: 3 clusters Score -1.329742e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79202 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -13297877.000000 Penalty: 3760.999756
	Iteration 18Q: 3 clusters Score -1.329788e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80556 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -13298296.000000 Penalty: 3760.999756
	Iteration 19Q: 3 clusters Score -1.32983e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81892 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -13298707.000000 Penalty: 3760.999756
	Iteration 20F: 3 clusters Score -1.329871e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83218 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -13299161.000000 Penalty: 3760.999756
	Iteration 21Q: 3 clusters Score -1.329916e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84521 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -13299663.000000 Penalty: 3760.999756
	Iteration 22Q: 3 clusters Score -1.329966e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85775 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -13300094.000000 Penalty: 3760.999756
	Iteration 23Q: 3 clusters Score -1.330009e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87003 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -13300472.000000 Penalty: 3760.999756
	Iteration 24Q: 3 clusters Score -1.330047e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88135 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -13300847.000000 Penalty: 3760.999756
	Iteration 25Q: 3 clusters Score -1.330085e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89260 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -13301220.000000 Penalty: 3760.999756
	Iteration 26Q: 3 clusters Score -1.330122e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90409 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -13301609.000000 Penalty: 3760.999756
	Iteration 27Q: 3 clusters Score -1.330161e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91496 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -13301995.000000 Penalty: 3760.999756
	Iteration 28Q: 3 clusters Score -1.3302e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92582 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -13302305.000000 Penalty: 3760.999756
	Iteration 29Q: 3 clusters Score -1.33023e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93568 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -13302622.000000 Penalty: 3760.999756
	Iteration 30Q: 3 clusters Score -1.330262e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94459 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -13302868.000000 Penalty: 3760.999756
	Iteration 31Q: 3 clusters Score -1.330287e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95265 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -13303064.000000 Penalty: 3760.999756
	Iteration 32Q: 3 clusters Score -1.330306e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95992 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -13303239.000000 Penalty: 3760.999756
	Iteration 33Q: 3 clusters Score -1.330324e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96679 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -13303303.000000 Penalty: 3760.999756
	Iteration 34Q: 3 clusters Score -1.33033e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97283 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -13303437.000000 Penalty: 3760.999756
	Iteration 35Q: 3 clusters Score -1.330344e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97793 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -13303485.000000 Penalty: 3760.999756
	Iteration 36Q: 3 clusters Score -1.330348e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98241 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -13303604.000000 Penalty: 3760.999756
	Iteration 37Q: 3 clusters Score -1.33036e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98661 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -13303641.000000 Penalty: 3760.999756
	Iteration 38Q: 3 clusters Score -1.330364e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99028 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -13303617.000000 Penalty: 3760.999756
	Iteration 39Q: 3 clusters Score -1.330362e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99335 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -13303614.000000 Penalty: 3760.999756
	Iteration 40F: 3 clusters Score -1.330361e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99595 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -13303639.000000 Penalty: 3760.999756
	Iteration 41Q: 3 clusters Score -1.330364e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99840 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -13303613.000000 Penalty: 3760.999756
	Iteration 42Q: 3 clusters Score -1.330361e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100061 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -13303651.000000 Penalty: 3760.999756
	Iteration 43Q: 3 clusters Score -1.330365e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100259 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -13303640.000000 Penalty: 3760.999756
	Iteration 44Q: 3 clusters Score -1.330364e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100444 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -13303658.000000 Penalty: 3760.999756
	Iteration 45Q: 3 clusters Score -1.330366e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100633 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -13303648.000000 Penalty: 3760.999756
	Iteration 46Q: 3 clusters Score -1.330365e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100801 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -13303636.000000 Penalty: 3760.999756
	Iteration 47Q: 3 clusters Score -1.330364e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100963 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -13303603.000000 Penalty: 3760.999756
	Iteration 48Q: 3 clusters Score -1.33036e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101100 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -13303567.000000 Penalty: 3760.999756
	Iteration 49Q: 3 clusters Score -1.330357e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101241 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -13303557.000000 Penalty: 3760.999756
	Iteration 50Q: 3 clusters Score -1.330356e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101377 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -13303513.000000 Penalty: 3760.999756
	Iteration 51Q: 3 clusters Score -1.330351e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101487 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -13303488.000000 Penalty: 3760.999756
	Iteration 52Q: 3 clusters Score -1.330349e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101618 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -13303473.000000 Penalty: 3760.999756
	Iteration 53Q: 3 clusters Score -1.330347e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101743 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -13303440.000000 Penalty: 3760.999756
	Iteration 54Q: 3 clusters Score -1.330344e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101856 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -13303441.000000 Penalty: 3760.999756
	Iteration 55Q: 3 clusters Score -1.330344e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101941 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -13303426.000000 Penalty: 3760.999756
	Iteration 56Q: 3 clusters Score -1.330343e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102025 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -13303402.000000 Penalty: 3760.999756
	Iteration 57Q: 3 clusters Score -1.33034e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102101 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -13303374.000000 Penalty: 3760.999756
	Iteration 58Q: 3 clusters Score -1.330337e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102167 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -13303369.000000 Penalty: 3760.999756
	Iteration 59Q: 3 clusters Score -1.330337e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102239 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -13303389.000000 Penalty: 3760.999756
	Iteration 60F: 3 clusters Score -1.330339e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102307 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -13303371.000000 Penalty: 3760.999756
	Iteration 61Q: 3 clusters Score -1.330337e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102364 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -13303322.000000 Penalty: 3760.999756
	Iteration 62Q: 3 clusters Score -1.330332e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102411 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -13303350.000000 Penalty: 3760.999756
	Iteration 63Q: 3 clusters Score -1.330335e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102459 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -13303328.000000 Penalty: 3760.999756
	Iteration 64Q: 3 clusters Score -1.330333e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102503 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -13303290.000000 Penalty: 3760.999756
	Iteration 65Q: 3 clusters Score -1.330329e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102543 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -13303286.000000 Penalty: 3760.999756
	Iteration 66Q: 3 clusters Score -1.330329e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102581 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -13303263.000000 Penalty: 3760.999756
	Iteration 67Q: 3 clusters Score -1.330326e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102610 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -13303245.000000 Penalty: 3760.999756
	Iteration 68Q: 3 clusters Score -1.330324e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102631 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -13303222.000000 Penalty: 3760.999756
	Iteration 69Q: 3 clusters Score -1.330322e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102666 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -13303223.000000 Penalty: 3760.999756
	Iteration 70Q: 3 clusters Score -1.330322e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102697 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -13303192.000000 Penalty: 3760.999756
	Iteration 71Q: 3 clusters Score -1.330319e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102726 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -13303186.000000 Penalty: 3760.999756
	Iteration 72Q: 3 clusters Score -1.330319e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102755 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -13303203.000000 Penalty: 3760.999756
	Iteration 73Q: 3 clusters Score -1.33032e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102779 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -13303200.000000 Penalty: 3760.999756
	Iteration 74Q: 3 clusters Score -1.33032e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102800 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -13303185.000000 Penalty: 3760.999756
	Iteration 75Q: 3 clusters Score -1.330318e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102818 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -13303187.000000 Penalty: 3760.999756
	Iteration 76Q: 3 clusters Score -1.330319e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102842 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -13303178.000000 Penalty: 3760.999756
	Iteration 77Q: 3 clusters Score -1.330318e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102862 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -13303163.000000 Penalty: 3760.999756
	Iteration 78Q: 3 clusters Score -1.330316e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102888 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -13303148.000000 Penalty: 3760.999756
	Iteration 79Q: 3 clusters Score -1.330315e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102916 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -13303149.000000 Penalty: 3760.999756
	Iteration 80F: 3 clusters Score -1.330315e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102929 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -13303145.000000 Penalty: 3760.999756
	Iteration 81Q: 3 clusters Score -1.330314e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102948 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -13303137.000000 Penalty: 3760.999756
	Iteration 82Q: 3 clusters Score -1.330314e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102972 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -13303127.000000 Penalty: 3760.999756
	Iteration 83Q: 3 clusters Score -1.330313e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102997 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -13303110.000000 Penalty: 3760.999756
	Iteration 84Q: 3 clusters Score -1.330311e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103022 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -13303095.000000 Penalty: 3760.999756
	Iteration 85Q: 3 clusters Score -1.33031e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103041 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -13303095.000000 Penalty: 3760.999756
	Iteration 86Q: 3 clusters Score -1.33031e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103065 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -13303061.000000 Penalty: 3760.999756
	Iteration 87Q: 3 clusters Score -1.330306e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103079 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -13303041.000000 Penalty: 3760.999756
	Iteration 88Q: 3 clusters Score -1.330304e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103090 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -13303046.000000 Penalty: 3760.999756
	Iteration 89Q: 3 clusters Score -1.330305e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103100 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -13303040.000000 Penalty: 3760.999756
	Iteration 90Q: 3 clusters Score -1.330304e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103108 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -13303056.000000 Penalty: 3760.999756
	Iteration 91Q: 3 clusters Score -1.330306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103117 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -13303052.000000 Penalty: 3760.999756
	Iteration 92Q: 3 clusters Score -1.330305e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103126 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -13303039.000000 Penalty: 3760.999756
	Iteration 93Q: 3 clusters Score -1.330304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103126 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -13303037.000000 Penalty: 3760.999756
	Iteration 94Q: 3 clusters Score -1.330304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103129 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -13303039.000000 Penalty: 3760.999756
	Iteration 95Q: 3 clusters Score -1.330304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103131 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -13303036.000000 Penalty: 3760.999756
	Iteration 96Q: 3 clusters Score -1.330304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103137 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -13303039.000000 Penalty: 3760.999756
	Iteration 97Q: 3 clusters Score -1.330304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103141 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -13303033.000000 Penalty: 3760.999756
	Iteration 98Q: 3 clusters Score -1.330303e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103150 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -13303040.000000 Penalty: 3760.999756
	Iteration 99Q: 3 clusters Score -1.330304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103154 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -13303037.000000 Penalty: 3760.999756
	Iteration 100F: 3 clusters Score -1.330304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103160 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -13303034.000000 Penalty: 3760.999756
	Iteration 101Q: 3 clusters Score -1.330303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103170 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -13303030.000000 Penalty: 3760.999756
	Iteration 102Q: 3 clusters Score -1.330303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103177 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -13303034.000000 Penalty: 3760.999756
	Iteration 103Q: 3 clusters Score -1.330303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103180 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -13303036.000000 Penalty: 3760.999756
	Iteration 104Q: 3 clusters Score -1.330304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103189 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -13303030.000000 Penalty: 3760.999756
	Iteration 105Q: 3 clusters Score -1.330303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103194 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -13303041.000000 Penalty: 3760.999756
	Iteration 106Q: 3 clusters Score -1.330304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103198 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -13303039.000000 Penalty: 3760.999756
	Iteration 107Q: 3 clusters Score -1.330304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103200 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -13303048.000000 Penalty: 3760.999756
	Iteration 108Q: 3 clusters Score -1.330305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103202 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -13303043.000000 Penalty: 3760.999756
	Iteration 109Q: 3 clusters Score -1.330304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103202 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -13303043.000000 Penalty: 3760.999756
	Iteration 110F: 3 clusters Score -1.330304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 103202 members 
Mstep: Class 2 contains 17777 members 
Mstep: Class 3 contains 5989 members 
Mstep: Class 4 contains 103734 members 
Mstep: Class 5 contains 1578 members 
Mstep: Class 6 contains 2569 members 
Mstep: Class 7 contains 9866 members 
Mstep: Class 8 contains 21283 members 
Mstep: Class 9 contains 101515 members 
Mstep: Class 10 contains 10828 members 
Mstep: Class 11 contains 101758 members 
Mstep: Class 12 contains 97038 members 
Mstep: Class 13 contains 97013 members 
Mstep: Class 14 contains 1680 members 
Mstep: Class 15 contains 12146 members 
Mstep: Class 16 contains 95302 members 
Mstep: Class 17 contains 86843 members 
Mstep: Class 18 contains 21849 members 
Mstep: Class 19 contains 19863 members 
Mstep: Class 20 contains 2085 members 
Mstep: Class 21 contains 2916 members 
Mstep: Class 22 contains 1210 members 
Entering Unmasked Estep 
Score: -111694328.000000 Penalty: 49086.296875
Splitting cluster 1 changes total score from -111695552.000000 to -111694328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (17777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Entering Unmasked Estep 
Score: -2114610.250000 Penalty: 1590.169922
	Iteration 0F: 2 clusters Score -2114610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2102498.000000 Penalty: 3180.339844
	Iteration 0F: 3 clusters Score -2102498 nChanged 7929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2107586.250000 Penalty: 3180.339844
	Iteration 1F: 3 clusters Score -2107586 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2110177.750000 Penalty: 3180.339844
	Iteration 2F: 3 clusters Score -2110178 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2113956.750000 Penalty: 3180.339844
	Iteration 3F: 3 clusters Score -2113957 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2116265.000000 Penalty: 3180.339844
	Iteration 4F: 3 clusters Score -2116265 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2117163.750000 Penalty: 3180.339844
	Iteration 5F: 3 clusters Score -2117164 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2117546.500000 Penalty: 3180.339844
	Iteration 6Q: 3 clusters Score -2117546 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2117752.500000 Penalty: 3180.339844
	Iteration 7Q: 3 clusters Score -2117752 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2117876.750000 Penalty: 3180.339844
	Iteration 8Q: 3 clusters Score -2117877 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2117963.250000 Penalty: 3180.339844
	Iteration 9Q: 3 clusters Score -2117963 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2118037.500000 Penalty: 3180.339844
	Iteration 10Q: 3 clusters Score -2118038 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -2118106.250000 Penalty: 3180.339844
	Iteration 11Q: 3 clusters Score -2118106 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2118155.500000 Penalty: 3180.339844
	Iteration 12Q: 3 clusters Score -2118156 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -2118206.500000 Penalty: 3180.339844
	Iteration 13Q: 3 clusters Score -2118206 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2118268.750000 Penalty: 3180.339844
	Iteration 14Q: 3 clusters Score -2118269 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2118322.250000 Penalty: 3180.339844
	Iteration 15Q: 3 clusters Score -2118322 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -2118377.750000 Penalty: 3180.339844
	Iteration 16Q: 3 clusters Score -2118378 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2118454.000000 Penalty: 3180.339844
	Iteration 17Q: 3 clusters Score -2118454 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2118561.750000 Penalty: 3180.339844
	Iteration 18Q: 3 clusters Score -2118562 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2118699.750000 Penalty: 3180.339844
	Iteration 19Q: 3 clusters Score -2118700 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -2118869.000000 Penalty: 3180.339844
	Iteration 20F: 3 clusters Score -2118869 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2119036.000000 Penalty: 3180.339844
	Iteration 21Q: 3 clusters Score -2119036 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2119204.250000 Penalty: 3180.339844
	Iteration 22Q: 3 clusters Score -2119204 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2119295.250000 Penalty: 3180.339844
	Iteration 23Q: 3 clusters Score -2119295 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2119353.500000 Penalty: 3180.339844
	Iteration 24Q: 3 clusters Score -2119354 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2119405.500000 Penalty: 3180.339844
	Iteration 25Q: 3 clusters Score -2119406 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -2119445.250000 Penalty: 3180.339844
	Iteration 26Q: 3 clusters Score -2119445 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2119463.750000 Penalty: 3180.339844
	Iteration 27Q: 3 clusters Score -2119464 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2119475.250000 Penalty: 3180.339844
	Iteration 28Q: 3 clusters Score -2119475 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2119481.000000 Penalty: 3180.339844
	Iteration 29Q: 3 clusters Score -2119481 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -2119491.500000 Penalty: 3180.339844
	Iteration 30Q: 3 clusters Score -2119492 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -2119498.250000 Penalty: 3180.339844
	Iteration 31Q: 3 clusters Score -2119498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2119494.500000 Penalty: 3180.339844
	Iteration 32Q: 3 clusters Score -2119494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2119497.750000 Penalty: 3180.339844
	Iteration 33Q: 3 clusters Score -2119498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2119497.750000 Penalty: 3180.339844
	Iteration 34Q: 3 clusters Score -2119498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2119497.750000 Penalty: 3180.339844
	Iteration 35Q: 3 clusters Score -2119498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2119498.750000 Penalty: 3180.339844
	Iteration 36Q: 3 clusters Score -2119499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -2119501.250000 Penalty: 3180.339844
	Iteration 37Q: 3 clusters Score -2119501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2119498.500000 Penalty: 3180.339844
	Iteration 38Q: 3 clusters Score -2119498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2119499.250000 Penalty: 3180.339844
	Iteration 39Q: 3 clusters Score -2119499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2119499.250000 Penalty: 3180.339844
	Iteration 40F: 3 clusters Score -2119499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 106118 members 
Mstep: Class 2 contains 12192 members 
Mstep: Class 3 contains 5989 members 
Mstep: Class 4 contains 103734 members 
Mstep: Class 5 contains 1578 members 
Mstep: Class 6 contains 2569 members 
Mstep: Class 7 contains 9866 members 
Mstep: Class 8 contains 21283 members 
Mstep: Class 9 contains 101515 members 
Mstep: Class 10 contains 10828 members 
Mstep: Class 11 contains 101758 members 
Mstep: Class 12 contains 97038 members 
Mstep: Class 13 contains 97013 members 
Mstep: Class 14 contains 1680 members 
Mstep: Class 15 contains 12146 members 
Mstep: Class 16 contains 95302 members 
Mstep: Class 17 contains 86843 members 
Mstep: Class 18 contains 21849 members 
Mstep: Class 19 contains 19863 members 
Mstep: Class 20 contains 2085 members 
Mstep: Class 21 contains 5585 members 
Mstep: Class 22 contains 1210 members 
Entering Unmasked Estep 
Score: -111698328.000000 Penalty: 49086.296875
Splitting cluster 2 changes total score from -111695552.000000 to -111698328.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 3 (5989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Entering Unmasked Estep 
Score: -707701.750000 Penalty: 1413.372925
	Iteration 0F: 2 clusters Score -707701.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -703182.687500 Penalty: 2826.745850
	Iteration 0F: 3 clusters Score -703182.7 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -705052.125000 Penalty: 2826.745850
	Iteration 1F: 3 clusters Score -705052.1 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -706665.437500 Penalty: 2826.745850
	Iteration 2F: 3 clusters Score -706665.4 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -708424.187500 Penalty: 2826.745850
	Iteration 3F: 3 clusters Score -708424.2 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -709383.625000 Penalty: 2826.745850
	Iteration 4F: 3 clusters Score -709383.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -709840.937500 Penalty: 2826.745850
	Iteration 5F: 3 clusters Score -709840.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -710053.312500 Penalty: 2826.745850
	Iteration 6Q: 3 clusters Score -710053.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -710154.375000 Penalty: 2826.745850
	Iteration 7Q: 3 clusters Score -710154.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -710226.437500 Penalty: 2826.745850
	Iteration 8Q: 3 clusters Score -710226.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -710277.312500 Penalty: 2826.745850
	Iteration 9Q: 3 clusters Score -710277.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -710322.375000 Penalty: 2826.745850
	Iteration 10Q: 3 clusters Score -710322.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -710343.187500 Penalty: 2826.745850
	Iteration 11Q: 3 clusters Score -710343.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -710353.937500 Penalty: 2826.745850
	Iteration 12Q: 3 clusters Score -710353.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -710360.937500 Penalty: 2826.745850
	Iteration 13Q: 3 clusters Score -710360.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -710363.125000 Penalty: 2826.745850
	Iteration 14Q: 3 clusters Score -710363.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -710366.562500 Penalty: 2826.745850
	Iteration 15Q: 3 clusters Score -710366.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -710370.812500 Penalty: 2826.745850
	Iteration 16Q: 3 clusters Score -710370.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -710371.687500 Penalty: 2826.745850
	Iteration 17Q: 3 clusters Score -710371.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -710375.625000 Penalty: 2826.745850
	Iteration 18Q: 3 clusters Score -710375.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -710378.812500 Penalty: 2826.745850
	Iteration 19Q: 3 clusters Score -710378.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -710381.187500 Penalty: 2826.745850
	Iteration 20F: 3 clusters Score -710381.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -710382.312500 Penalty: 2826.745850
	Iteration 21Q: 3 clusters Score -710382.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -710382.812500 Penalty: 2826.745850
	Iteration 22Q: 3 clusters Score -710382.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -710385.375000 Penalty: 2826.745850
	Iteration 23Q: 3 clusters Score -710385.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -710385.125000 Penalty: 2826.745850
	Iteration 24Q: 3 clusters Score -710385.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -710385.125000 Penalty: 2826.745850
	Iteration 25F: 3 clusters Score -710385.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 106118 members 
Mstep: Class 2 contains 12192 members 
Mstep: Class 3 contains 5452 members 
Mstep: Class 4 contains 103734 members 
Mstep: Class 5 contains 1578 members 
Mstep: Class 6 contains 2569 members 
Mstep: Class 7 contains 9866 members 
Mstep: Class 8 contains 21283 members 
Mstep: Class 9 contains 101515 members 
Mstep: Class 10 contains 10828 members 
Mstep: Class 11 contains 101758 members 
Mstep: Class 12 contains 97038 members 
Mstep: Class 13 contains 97013 members 
Mstep: Class 14 contains 1680 members 
Mstep: Class 15 contains 12146 members 
Mstep: Class 16 contains 95302 members 
Mstep: Class 17 contains 86843 members 
Mstep: Class 18 contains 21849 members 
Mstep: Class 19 contains 19863 members 
Mstep: Class 20 contains 2085 members 
Mstep: Class 21 contains 5585 members 
Mstep: Class 22 contains 1210 members 
Mstep: Class 23 contains 537 members 
Entering Unmasked Estep 
Score: -111700128.000000 Penalty: 51317.492188
Splitting cluster 3 changes total score from -111695552.000000 to -111700128.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 4 (103734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103734 members 
Entering Unmasked Estep 
Score: -12793002.000000 Penalty: 1876.807617
	Iteration 0F: 2 clusters Score -1.2793e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51893 members 
Mstep: Class 2 contains 51841 members 
Entering Unmasked Estep 
Score: -12724035.000000 Penalty: 3753.615234
	Iteration 0F: 3 clusters Score -1.272404e+07 nChanged 49648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52271 members 
Mstep: Class 2 contains 51463 members 
Entering Unmasked Estep 
Score: -12753008.000000 Penalty: 3753.615234
	Iteration 1F: 3 clusters Score -1.275301e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52440 members 
Mstep: Class 2 contains 51294 members 
Entering Unmasked Estep 
Score: -12753765.000000 Penalty: 3753.615234
	Iteration 2Q: 3 clusters Score -1.275376e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52695 members 
Mstep: Class 2 contains 51039 members 
Entering Unmasked Estep 
Score: -12754619.000000 Penalty: 3753.615234
	Iteration 3Q: 3 clusters Score -1.275462e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53116 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -12755712.000000 Penalty: 3753.615234
	Iteration 4Q: 3 clusters Score -1.275571e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53774 members 
Mstep: Class 2 contains 49960 members 
Entering Unmasked Estep 
Score: -12756943.000000 Penalty: 3753.615234
	Iteration 5Q: 3 clusters Score -1.275694e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54748 members 
Mstep: Class 2 contains 48986 members 
Entering Unmasked Estep 
Score: -12758560.000000 Penalty: 3753.615234
	Iteration 6Q: 3 clusters Score -1.275856e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55924 members 
Mstep: Class 2 contains 47810 members 
Entering Unmasked Estep 
Score: -12760970.000000 Penalty: 3753.615234
	Iteration 7Q: 3 clusters Score -1.276097e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57310 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -12764271.000000 Penalty: 3753.615234
	Iteration 8F: 3 clusters Score -1.276427e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58528 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -12768298.000000 Penalty: 3753.615234
	Iteration 9F: 3 clusters Score -1.27683e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59711 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -12771676.000000 Penalty: 3753.615234
	Iteration 10F: 3 clusters Score -1.277168e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60659 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -12773906.000000 Penalty: 3753.615234
	Iteration 11Q: 3 clusters Score -1.277391e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61652 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -12775065.000000 Penalty: 3753.615234
	Iteration 12Q: 3 clusters Score -1.277506e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62774 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -12775659.000000 Penalty: 3753.615234
	Iteration 13Q: 3 clusters Score -1.277566e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64122 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -12776306.000000 Penalty: 3753.615234
	Iteration 14Q: 3 clusters Score -1.277631e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65588 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -12776836.000000 Penalty: 3753.615234
	Iteration 15Q: 3 clusters Score -1.277684e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67253 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -12777604.000000 Penalty: 3753.615234
	Iteration 16Q: 3 clusters Score -1.27776e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69106 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -12778465.000000 Penalty: 3753.615234
	Iteration 17Q: 3 clusters Score -1.277846e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71126 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -12779418.000000 Penalty: 3753.615234
	Iteration 18Q: 3 clusters Score -1.277942e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73298 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -12780647.000000 Penalty: 3753.615234
	Iteration 19Q: 3 clusters Score -1.278065e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75555 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -12782070.000000 Penalty: 3753.615234
	Iteration 20F: 3 clusters Score -1.278207e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77790 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -12783574.000000 Penalty: 3753.615234
	Iteration 21Q: 3 clusters Score -1.278357e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79896 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -12785255.000000 Penalty: 3753.615234
	Iteration 22Q: 3 clusters Score -1.278526e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81800 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -12786707.000000 Penalty: 3753.615234
	Iteration 23Q: 3 clusters Score -1.278671e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83353 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -12787815.000000 Penalty: 3753.615234
	Iteration 24Q: 3 clusters Score -1.278782e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84613 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -12788682.000000 Penalty: 3753.615234
	Iteration 25Q: 3 clusters Score -1.278868e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85662 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -12789162.000000 Penalty: 3753.615234
	Iteration 26Q: 3 clusters Score -1.278916e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86527 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -12789563.000000 Penalty: 3753.615234
	Iteration 27Q: 3 clusters Score -1.278956e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87261 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -12789851.000000 Penalty: 3753.615234
	Iteration 28Q: 3 clusters Score -1.278985e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87919 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -12790133.000000 Penalty: 3753.615234
	Iteration 29Q: 3 clusters Score -1.279013e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88563 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -12790291.000000 Penalty: 3753.615234
	Iteration 30Q: 3 clusters Score -1.279029e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89120 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -12790452.000000 Penalty: 3753.615234
	Iteration 31Q: 3 clusters Score -1.279045e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89601 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -12790595.000000 Penalty: 3753.615234
	Iteration 32Q: 3 clusters Score -1.27906e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90067 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -12790715.000000 Penalty: 3753.615234
	Iteration 33Q: 3 clusters Score -1.279072e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90499 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -12790869.000000 Penalty: 3753.615234
	Iteration 34Q: 3 clusters Score -1.279087e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90909 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -12791021.000000 Penalty: 3753.615234
	Iteration 35Q: 3 clusters Score -1.279102e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91307 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -12791127.000000 Penalty: 3753.615234
	Iteration 36Q: 3 clusters Score -1.279113e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91682 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -12791261.000000 Penalty: 3753.615234
	Iteration 37Q: 3 clusters Score -1.279126e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92037 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -12791321.000000 Penalty: 3753.615234
	Iteration 38Q: 3 clusters Score -1.279132e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92356 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -12791391.000000 Penalty: 3753.615234
	Iteration 39Q: 3 clusters Score -1.279139e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92694 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -12791472.000000 Penalty: 3753.615234
	Iteration 40F: 3 clusters Score -1.279147e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93010 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -12791541.000000 Penalty: 3753.615234
	Iteration 41Q: 3 clusters Score -1.279154e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93321 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -12791586.000000 Penalty: 3753.615234
	Iteration 42Q: 3 clusters Score -1.279159e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93599 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -12791624.000000 Penalty: 3753.615234
	Iteration 43Q: 3 clusters Score -1.279162e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93871 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -12791726.000000 Penalty: 3753.615234
	Iteration 44Q: 3 clusters Score -1.279173e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94139 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -12791718.000000 Penalty: 3753.615234
	Iteration 45Q: 3 clusters Score -1.279172e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94392 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -12791746.000000 Penalty: 3753.615234
	Iteration 46Q: 3 clusters Score -1.279175e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94642 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -12791810.000000 Penalty: 3753.615234
	Iteration 47Q: 3 clusters Score -1.279181e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94870 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -12791885.000000 Penalty: 3753.615234
	Iteration 48Q: 3 clusters Score -1.279188e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95065 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -12791914.000000 Penalty: 3753.615234
	Iteration 49Q: 3 clusters Score -1.279191e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95242 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -12791910.000000 Penalty: 3753.615234
	Iteration 50Q: 3 clusters Score -1.279191e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95410 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -12791929.000000 Penalty: 3753.615234
	Iteration 51Q: 3 clusters Score -1.279193e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95576 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -12791984.000000 Penalty: 3753.615234
	Iteration 52Q: 3 clusters Score -1.279198e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95745 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -12791993.000000 Penalty: 3753.615234
	Iteration 53Q: 3 clusters Score -1.279199e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95911 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -12792011.000000 Penalty: 3753.615234
	Iteration 54Q: 3 clusters Score -1.279201e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96067 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -12792015.000000 Penalty: 3753.615234
	Iteration 55Q: 3 clusters Score -1.279202e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96224 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -12792053.000000 Penalty: 3753.615234
	Iteration 56Q: 3 clusters Score -1.279205e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96368 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -12792081.000000 Penalty: 3753.615234
	Iteration 57Q: 3 clusters Score -1.279208e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96505 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -12792099.000000 Penalty: 3753.615234
	Iteration 58Q: 3 clusters Score -1.27921e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96624 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -12792130.000000 Penalty: 3753.615234
	Iteration 59Q: 3 clusters Score -1.279213e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96746 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -12792156.000000 Penalty: 3753.615234
	Iteration 60F: 3 clusters Score -1.279216e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96867 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -12792128.000000 Penalty: 3753.615234
	Iteration 61Q: 3 clusters Score -1.279213e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96977 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -12792137.000000 Penalty: 3753.615234
	Iteration 62Q: 3 clusters Score -1.279214e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97077 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -12792148.000000 Penalty: 3753.615234
	Iteration 63Q: 3 clusters Score -1.279215e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97173 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -12792147.000000 Penalty: 3753.615234
	Iteration 64Q: 3 clusters Score -1.279215e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97260 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -12792159.000000 Penalty: 3753.615234
	Iteration 65Q: 3 clusters Score -1.279216e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97342 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -12792170.000000 Penalty: 3753.615234
	Iteration 66Q: 3 clusters Score -1.279217e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97418 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -12792166.000000 Penalty: 3753.615234
	Iteration 67Q: 3 clusters Score -1.279217e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97498 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -12792151.000000 Penalty: 3753.615234
	Iteration 68Q: 3 clusters Score -1.279215e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97569 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -12792166.000000 Penalty: 3753.615234
	Iteration 69Q: 3 clusters Score -1.279217e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97646 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -12792139.000000 Penalty: 3753.615234
	Iteration 70Q: 3 clusters Score -1.279214e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97722 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -12792149.000000 Penalty: 3753.615234
	Iteration 71Q: 3 clusters Score -1.279215e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97787 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -12792163.000000 Penalty: 3753.615234
	Iteration 72Q: 3 clusters Score -1.279216e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97846 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -12792153.000000 Penalty: 3753.615234
	Iteration 73Q: 3 clusters Score -1.279215e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97891 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -12792147.000000 Penalty: 3753.615234
	Iteration 74Q: 3 clusters Score -1.279215e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97931 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -12792127.000000 Penalty: 3753.615234
	Iteration 75Q: 3 clusters Score -1.279213e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97979 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -12792122.000000 Penalty: 3753.615234
	Iteration 76Q: 3 clusters Score -1.279212e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98018 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -12792087.000000 Penalty: 3753.615234
	Iteration 77Q: 3 clusters Score -1.279209e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98056 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -12792112.000000 Penalty: 3753.615234
	Iteration 78Q: 3 clusters Score -1.279211e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98095 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -12792105.000000 Penalty: 3753.615234
	Iteration 79Q: 3 clusters Score -1.27921e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98129 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -12792104.000000 Penalty: 3753.615234
	Iteration 80F: 3 clusters Score -1.27921e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98165 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -12792094.000000 Penalty: 3753.615234
	Iteration 81Q: 3 clusters Score -1.279209e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98202 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -12792087.000000 Penalty: 3753.615234
	Iteration 82Q: 3 clusters Score -1.279209e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98239 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -12792073.000000 Penalty: 3753.615234
	Iteration 83Q: 3 clusters Score -1.279207e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98271 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -12792075.000000 Penalty: 3753.615234
	Iteration 84Q: 3 clusters Score -1.279208e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98299 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -12792074.000000 Penalty: 3753.615234
	Iteration 85Q: 3 clusters Score -1.279207e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98326 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -12792072.000000 Penalty: 3753.615234
	Iteration 86Q: 3 clusters Score -1.279207e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98360 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -12792069.000000 Penalty: 3753.615234
	Iteration 87Q: 3 clusters Score -1.279207e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98390 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -12792046.000000 Penalty: 3753.615234
	Iteration 88Q: 3 clusters Score -1.279205e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98411 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -12792048.000000 Penalty: 3753.615234
	Iteration 89Q: 3 clusters Score -1.279205e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98434 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -12792046.000000 Penalty: 3753.615234
	Iteration 90Q: 3 clusters Score -1.279205e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98463 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -12792029.000000 Penalty: 3753.615234
	Iteration 91Q: 3 clusters Score -1.279203e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98485 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -12792035.000000 Penalty: 3753.615234
	Iteration 92Q: 3 clusters Score -1.279204e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98500 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -12792034.000000 Penalty: 3753.615234
	Iteration 93Q: 3 clusters Score -1.279203e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98514 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -12792032.000000 Penalty: 3753.615234
	Iteration 94Q: 3 clusters Score -1.279203e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98529 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -12792038.000000 Penalty: 3753.615234
	Iteration 95Q: 3 clusters Score -1.279204e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98545 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -12792037.000000 Penalty: 3753.615234
	Iteration 96Q: 3 clusters Score -1.279204e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98560 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -12792038.000000 Penalty: 3753.615234
	Iteration 97Q: 3 clusters Score -1.279204e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98572 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -12792042.000000 Penalty: 3753.615234
	Iteration 98Q: 3 clusters Score -1.279204e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98585 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -12792042.000000 Penalty: 3753.615234
	Iteration 99Q: 3 clusters Score -1.279204e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98597 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -12792035.000000 Penalty: 3753.615234
	Iteration 100F: 3 clusters Score -1.279204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98603 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -12792045.000000 Penalty: 3753.615234
	Iteration 101Q: 3 clusters Score -1.279204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98610 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -12792037.000000 Penalty: 3753.615234
	Iteration 102Q: 3 clusters Score -1.279204e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98618 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -12792038.000000 Penalty: 3753.615234
	Iteration 103Q: 3 clusters Score -1.279204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98625 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -12792051.000000 Penalty: 3753.615234
	Iteration 104Q: 3 clusters Score -1.279205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98631 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -12792055.000000 Penalty: 3753.615234
	Iteration 105Q: 3 clusters Score -1.279206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98636 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -12792047.000000 Penalty: 3753.615234
	Iteration 106Q: 3 clusters Score -1.279205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98643 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -12792048.000000 Penalty: 3753.615234
	Iteration 107Q: 3 clusters Score -1.279205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98650 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -12792038.000000 Penalty: 3753.615234
	Iteration 108Q: 3 clusters Score -1.279204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98655 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -12792032.000000 Penalty: 3753.615234
	Iteration 109Q: 3 clusters Score -1.279203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98658 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -12792039.000000 Penalty: 3753.615234
	Iteration 110Q: 3 clusters Score -1.279204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98661 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -12792042.000000 Penalty: 3753.615234
	Iteration 111Q: 3 clusters Score -1.279204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98663 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -12792031.000000 Penalty: 3753.615234
	Iteration 112Q: 3 clusters Score -1.279203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98667 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -12792038.000000 Penalty: 3753.615234
	Iteration 113Q: 3 clusters Score -1.279204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98673 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -12792033.000000 Penalty: 3753.615234
	Iteration 114Q: 3 clusters Score -1.279203e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98680 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -12792037.000000 Penalty: 3753.615234
	Iteration 115Q: 3 clusters Score -1.279204e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98690 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -12792039.000000 Penalty: 3753.615234
	Iteration 116Q: 3 clusters Score -1.279204e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98700 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -12792045.000000 Penalty: 3753.615234
	Iteration 117Q: 3 clusters Score -1.279204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98705 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -12792048.000000 Penalty: 3753.615234
	Iteration 118Q: 3 clusters Score -1.279205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98711 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -12792054.000000 Penalty: 3753.615234
	Iteration 119Q: 3 clusters Score -1.279205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98718 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -12792040.000000 Penalty: 3753.615234
	Iteration 120F: 3 clusters Score -1.279204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98727 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -12792038.000000 Penalty: 3753.615234
	Iteration 121Q: 3 clusters Score -1.279204e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98735 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -12792036.000000 Penalty: 3753.615234
	Iteration 122Q: 3 clusters Score -1.279204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98744 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -12792045.000000 Penalty: 3753.615234
	Iteration 123Q: 3 clusters Score -1.279204e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98752 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -12792046.000000 Penalty: 3753.615234
	Iteration 124Q: 3 clusters Score -1.279205e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98760 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -12792047.000000 Penalty: 3753.615234
	Iteration 125Q: 3 clusters Score -1.279205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98764 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -12792044.000000 Penalty: 3753.615234
	Iteration 126Q: 3 clusters Score -1.279204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98767 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -12792044.000000 Penalty: 3753.615234
	Iteration 127Q: 3 clusters Score -1.279204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98770 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -12792043.000000 Penalty: 3753.615234
	Iteration 128Q: 3 clusters Score -1.279204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98777 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -12792041.000000 Penalty: 3753.615234
	Iteration 129Q: 3 clusters Score -1.279204e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98785 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -12792042.000000 Penalty: 3753.615234
	Iteration 130Q: 3 clusters Score -1.279204e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98793 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -12792043.000000 Penalty: 3753.615234
	Iteration 131Q: 3 clusters Score -1.279204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98799 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -12792048.000000 Penalty: 3753.615234
	Iteration 132Q: 3 clusters Score -1.279205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98805 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -12792043.000000 Penalty: 3753.615234
	Iteration 133Q: 3 clusters Score -1.279204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98810 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -12792048.000000 Penalty: 3753.615234
	Iteration 134Q: 3 clusters Score -1.279205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98813 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -12792036.000000 Penalty: 3753.615234
	Iteration 135Q: 3 clusters Score -1.279204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98815 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -12792036.000000 Penalty: 3753.615234
	Iteration 136Q: 3 clusters Score -1.279204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98816 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -12792032.000000 Penalty: 3753.615234
	Iteration 137Q: 3 clusters Score -1.279203e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98816 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -12792032.000000 Penalty: 3753.615234
	Iteration 138F: 3 clusters Score -1.279203e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Entering Unmasked Estep 
Score: -171690.484375 Penalty: 1196.635986
	Iteration 0F: 2 clusters Score -171690.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -169986.531250 Penalty: 2393.271973
	Iteration 0F: 3 clusters Score -169986.5 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -170548.921875 Penalty: 2393.271973
	Iteration 1F: 3 clusters Score -170548.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -170717.015625 Penalty: 2393.271973
	Iteration 2F: 3 clusters Score -170717 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -170830.562500 Penalty: 2393.271973
	Iteration 3F: 3 clusters Score -170830.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -170922.500000 Penalty: 2393.271973
	Iteration 4Q: 3 clusters Score -170922.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -171001.625000 Penalty: 2393.271973
	Iteration 5Q: 3 clusters Score -171001.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -171036.843750 Penalty: 2393.271973
	Iteration 6Q: 3 clusters Score -171036.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -171074.500000 Penalty: 2393.271973
	Iteration 7Q: 3 clusters Score -171074.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -171097.515625 Penalty: 2393.271973
	Iteration 8Q: 3 clusters Score -171097.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -171126.218750 Penalty: 2393.271973
	Iteration 9Q: 3 clusters Score -171126.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -171144.937500 Penalty: 2393.271973
	Iteration 10Q: 3 clusters Score -171144.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -171164.296875 Penalty: 2393.271973
	Iteration 11Q: 3 clusters Score -171164.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -171193.875000 Penalty: 2393.271973
	Iteration 12Q: 3 clusters Score -171193.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -171220.515625 Penalty: 2393.271973
	Iteration 13Q: 3 clusters Score -171220.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -171261.703125 Penalty: 2393.271973
	Iteration 14Q: 3 clusters Score -171261.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -171287.406250 Penalty: 2393.271973
	Iteration 15Q: 3 clusters Score -171287.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -171307.062500 Penalty: 2393.271973
	Iteration 16Q: 3 clusters Score -171307.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -171326.812500 Penalty: 2393.271973
	Iteration 17Q: 3 clusters Score -171326.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -171350.234375 Penalty: 2393.271973
	Iteration 18Q: 3 clusters Score -171350.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -171369.750000 Penalty: 2393.271973
	Iteration 19Q: 3 clusters Score -171369.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -171386.687500 Penalty: 2393.271973
	Iteration 20F: 3 clusters Score -171386.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -171402.187500 Penalty: 2393.271973
	Iteration 21Q: 3 clusters Score -171402.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -171416.328125 Penalty: 2393.271973
	Iteration 22Q: 3 clusters Score -171416.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -171437.328125 Penalty: 2393.271973
	Iteration 23Q: 3 clusters Score -171437.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -171442.015625 Penalty: 2393.271973
	Iteration 24Q: 3 clusters Score -171442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -171450.171875 Penalty: 2393.271973
	Iteration 25Q: 3 clusters Score -171450.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -171454.953125 Penalty: 2393.271973
	Iteration 26Q: 3 clusters Score -171455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -171455.218750 Penalty: 2393.271973
	Iteration 27Q: 3 clusters Score -171455.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -171455.218750 Penalty: 2393.271973
	Iteration 28F: 3 clusters Score -171455.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Entering Unmasked Estep 
Score: -291449.562500 Penalty: 1275.831665
	Iteration 0F: 2 clusters Score -291449.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -289021.593750 Penalty: 2551.663330
	Iteration 0F: 3 clusters Score -289021.6 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -289777.437500 Penalty: 2551.663330
	Iteration 1F: 3 clusters Score -289777.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -290171.500000 Penalty: 2551.663330
	Iteration 2F: 3 clusters Score -290171.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -290419.375000 Penalty: 2551.663330
	Iteration 3F: 3 clusters Score -290419.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -290590.781250 Penalty: 2551.663330
	Iteration 4F: 3 clusters Score -290590.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -290756.093750 Penalty: 2551.663330
	Iteration 5Q: 3 clusters Score -290756.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -290922.875000 Penalty: 2551.663330
	Iteration 6Q: 3 clusters Score -290922.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -291077.656250 Penalty: 2551.663330
	Iteration 7Q: 3 clusters Score -291077.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -291207.250000 Penalty: 2551.663330
	Iteration 8Q: 3 clusters Score -291207.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -291298.031250 Penalty: 2551.663330
	Iteration 9Q: 3 clusters Score -291298 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -291362.468750 Penalty: 2551.663330
	Iteration 10Q: 3 clusters Score -291362.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -291405.781250 Penalty: 2551.663330
	Iteration 11Q: 3 clusters Score -291405.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -291437.062500 Penalty: 2551.663330
	Iteration 12Q: 3 clusters Score -291437.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -291469.781250 Penalty: 2551.663330
	Iteration 13Q: 3 clusters Score -291469.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -291514.718750 Penalty: 2551.663330
	Iteration 14Q: 3 clusters Score -291514.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -291539.312500 Penalty: 2551.663330
	Iteration 15Q: 3 clusters Score -291539.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -291564.062500 Penalty: 2551.663330
	Iteration 16Q: 3 clusters Score -291564.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -291579.968750 Penalty: 2551.663330
	Iteration 17Q: 3 clusters Score -291580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -291594.781250 Penalty: 2551.663330
	Iteration 18Q: 3 clusters Score -291594.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -291613.218750 Penalty: 2551.663330
	Iteration 19Q: 3 clusters Score -291613.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -291630.781250 Penalty: 2551.663330
	Iteration 20F: 3 clusters Score -291630.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -291648.093750 Penalty: 2551.663330
	Iteration 21Q: 3 clusters Score -291648.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -291659.437500 Penalty: 2551.663330
	Iteration 22Q: 3 clusters Score -291659.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -291664.437500 Penalty: 2551.663330
	Iteration 23Q: 3 clusters Score -291664.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -291669.656250 Penalty: 2551.663330
	Iteration 24Q: 3 clusters Score -291669.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -291673.187500 Penalty: 2551.663330
	Iteration 25Q: 3 clusters Score -291673.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -291677.625000 Penalty: 2551.663330
	Iteration 26Q: 3 clusters Score -291677.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -291680.468750 Penalty: 2551.663330
	Iteration 27Q: 3 clusters Score -291680.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -291681.281250 Penalty: 2551.663330
	Iteration 28Q: 3 clusters Score -291681.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -291682.375000 Penalty: 2551.663330
	Iteration 29Q: 3 clusters Score -291682.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -291683.500000 Penalty: 2551.663330
	Iteration 30Q: 3 clusters Score -291683.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -291683.500000 Penalty: 2551.663330
	Iteration 31F: 3 clusters Score -291683.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 106118 members 
Mstep: Class 2 contains 12192 members 
Mstep: Class 3 contains 5452 members 
Mstep: Class 4 contains 103734 members 
Mstep: Class 5 contains 1578 members 
Mstep: Class 6 contains 1862 members 
Mstep: Class 7 contains 9866 members 
Mstep: Class 8 contains 21283 members 
Mstep: Class 9 contains 101515 members 
Mstep: Class 10 contains 10828 members 
Mstep: Class 11 contains 101758 members 
Mstep: Class 12 contains 97038 members 
Mstep: Class 13 contains 97013 members 
Mstep: Class 14 contains 1680 members 
Mstep: Class 15 contains 12146 members 
Mstep: Class 16 contains 95302 members 
Mstep: Class 17 contains 86843 members 
Mstep: Class 18 contains 21849 members 
Mstep: Class 19 contains 19863 members 
Mstep: Class 20 contains 2085 members 
Mstep: Class 21 contains 5585 members 
Mstep: Class 22 contains 1210 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 707 members 
Entering Unmasked Estep 
Score: -111699456.000000 Penalty: 53548.687500
Splitting cluster 6 changes total score from -111695552.000000 to -111699456.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (9866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Entering Unmasked Estep 
Score: -1184401.875000 Penalty: 1494.488037
	Iteration 0F: 2 clusters Score -1184402 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 4905 members 
Entering Unmasked Estep 
Score: -1177370.625000 Penalty: 2988.976074
	Iteration 0F: 3 clusters Score -1177371 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1179644.875000 Penalty: 2988.976074
	Iteration 1F: 3 clusters Score -1179645 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1180003.000000 Penalty: 2988.976074
	Iteration 2F: 3 clusters Score -1180003 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1180423.875000 Penalty: 2988.976074
	Iteration 3F: 3 clusters Score -1180424 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1180950.500000 Penalty: 2988.976074
	Iteration 4F: 3 clusters Score -1180950 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1181655.000000 Penalty: 2988.976074
	Iteration 5F: 3 clusters Score -1181655 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1182514.125000 Penalty: 2988.976074
	Iteration 6F: 3 clusters Score -1182514 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1183506.125000 Penalty: 2988.976074
	Iteration 7F: 3 clusters Score -1183506 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1184353.750000 Penalty: 2988.976074
	Iteration 8F: 3 clusters Score -1184354 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1184968.375000 Penalty: 2988.976074
	Iteration 9Q: 3 clusters Score -1184968 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1185226.875000 Penalty: 2988.976074
	Iteration 10Q: 3 clusters Score -1185227 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1185312.625000 Penalty: 2988.976074
	Iteration 11Q: 3 clusters Score -1185313 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1185340.000000 Penalty: 2988.976074
	Iteration 12Q: 3 clusters Score -1185340 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1185353.250000 Penalty: 2988.976074
	Iteration 13Q: 3 clusters Score -1185353 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1185363.000000 Penalty: 2988.976074
	Iteration 14Q: 3 clusters Score -1185363 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1185367.875000 Penalty: 2988.976074
	Iteration 15Q: 3 clusters Score -1185368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1185370.625000 Penalty: 2988.976074
	Iteration 16Q: 3 clusters Score -1185371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1185370.875000 Penalty: 2988.976074
	Iteration 17Q: 3 clusters Score -1185371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1185371.000000 Penalty: 2988.976074
	Iteration 18Q: 3 clusters Score -1185371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1185371.750000 Penalty: 2988.976074
	Iteration 19Q: 3 clusters Score -1185372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1185370.500000 Penalty: 2988.976074
	Iteration 20F: 3 clusters Score -1185370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1185371.250000 Penalty: 2988.976074
	Iteration 21Q: 3 clusters Score -1185371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1185372.375000 Penalty: 2988.976074
	Iteration 22Q: 3 clusters Score -1185372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1185373.750000 Penalty: 2988.976074
	Iteration 23Q: 3 clusters Score -1185374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1185375.500000 Penalty: 2988.976074
	Iteration 24Q: 3 clusters Score -1185376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1185377.875000 Penalty: 2988.976074
	Iteration 25Q: 3 clusters Score -1185378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1185377.125000 Penalty: 2988.976074
	Iteration 26Q: 3 clusters Score -1185377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1185377.500000 Penalty: 2988.976074
	Iteration 27Q: 3 clusters Score -1185378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1185377.500000 Penalty: 2988.976074
	Iteration 28F: 3 clusters Score -1185378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 106118 members 
Mstep: Class 2 contains 12192 members 
Mstep: Class 3 contains 5452 members 
Mstep: Class 4 contains 103734 members 
Mstep: Class 5 contains 1578 members 
Mstep: Class 6 contains 1862 members 
Mstep: Class 7 contains 6339 members 
Mstep: Class 8 contains 21283 members 
Mstep: Class 9 contains 101515 members 
Mstep: Class 10 contains 10828 members 
Mstep: Class 11 contains 101758 members 
Mstep: Class 12 contains 97038 members 
Mstep: Class 13 contains 97013 members 
Mstep: Class 14 contains 1680 members 
Mstep: Class 15 contains 12146 members 
Mstep: Class 16 contains 95302 members 
Mstep: Class 17 contains 86843 members 
Mstep: Class 18 contains 21849 members 
Mstep: Class 19 contains 19863 members 
Mstep: Class 20 contains 2085 members 
Mstep: Class 21 contains 5585 members 
Mstep: Class 22 contains 1210 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 707 members 
Mstep: Class 25 contains 3527 members 
Entering Unmasked Estep 
Score: -111699160.000000 Penalty: 55779.882812
Splitting cluster 7 changes total score from -111695552.000000 to -111699160.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (21283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Entering Unmasked Estep 
Score: -2616641.250000 Penalty: 1619.420410
	Iteration 0F: 2 clusters Score -2616641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2602094.250000 Penalty: 3238.840820
	Iteration 0F: 3 clusters Score -2602094 nChanged 9737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2607563.250000 Penalty: 3238.840820
	Iteration 1F: 3 clusters Score -2607563 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2607918.500000 Penalty: 3238.840820
	Iteration 2Q: 3 clusters Score -2607918 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2608252.750000 Penalty: 3238.840820
	Iteration 3Q: 3 clusters Score -2608253 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2608612.250000 Penalty: 3238.840820
	Iteration 4Q: 3 clusters Score -2608612 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2609018.500000 Penalty: 3238.840820
	Iteration 5Q: 3 clusters Score -2609018 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2609551.750000 Penalty: 3238.840820
	Iteration 6Q: 3 clusters Score -2609552 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -2610260.250000 Penalty: 3238.840820
	Iteration 7F: 3 clusters Score -2610260 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2611128.000000 Penalty: 3238.840820
	Iteration 8F: 3 clusters Score -2611128 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -2612021.750000 Penalty: 3238.840820
	Iteration 9F: 3 clusters Score -2612022 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -2612800.500000 Penalty: 3238.840820
	Iteration 10Q: 3 clusters Score -2612800 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2613444.250000 Penalty: 3238.840820
	Iteration 11Q: 3 clusters Score -2613444 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2614046.500000 Penalty: 3238.840820
	Iteration 12Q: 3 clusters Score -2614046 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2614617.500000 Penalty: 3238.840820
	Iteration 13Q: 3 clusters Score -2614618 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2615264.000000 Penalty: 3238.840820
	Iteration 14Q: 3 clusters Score -2615264 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2616120.750000 Penalty: 3238.840820
	Iteration 15Q: 3 clusters Score -2616121 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2617210.500000 Penalty: 3238.840820
	Iteration 16Q: 3 clusters Score -2617210 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2618455.500000 Penalty: 3238.840820
	Iteration 17Q: 3 clusters Score -2618456 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2619375.000000 Penalty: 3238.840820
	Iteration 18Q: 3 clusters Score -2619375 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -2619772.000000 Penalty: 3238.840820
	Iteration 19Q: 3 clusters Score -2619772 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2619909.750000 Penalty: 3238.840820
	Iteration 20F: 3 clusters Score -2619910 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2619951.250000 Penalty: 3238.840820
	Iteration 21Q: 3 clusters Score -2619951 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2619975.500000 Penalty: 3238.840820
	Iteration 22Q: 3 clusters Score -2619976 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2619981.000000 Penalty: 3238.840820
	Iteration 23Q: 3 clusters Score -2619981 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -2619983.250000 Penalty: 3238.840820
	Iteration 24Q: 3 clusters Score -2619983 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2619990.750000 Penalty: 3238.840820
	Iteration 25Q: 3 clusters Score -2619991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -2619997.000000 Penalty: 3238.840820
	Iteration 26Q: 3 clusters Score -2619997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2619997.000000 Penalty: 3238.840820
	Iteration 27Q: 3 clusters Score -2619997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2619994.750000 Penalty: 3238.840820
	Iteration 28Q: 3 clusters Score -2619995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2619991.250000 Penalty: 3238.840820
	Iteration 29Q: 3 clusters Score -2619991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2619990.500000 Penalty: 3238.840820
	Iteration 30Q: 3 clusters Score -2619990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2619987.500000 Penalty: 3238.840820
	Iteration 31Q: 3 clusters Score -2619988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2619987.000000 Penalty: 3238.840820
	Iteration 32Q: 3 clusters Score -2619987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2619987.000000 Penalty: 3238.840820
	Iteration 33F: 3 clusters Score -2619987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 106118 members 
Mstep: Class 2 contains 12192 members 
Mstep: Class 3 contains 5452 members 
Mstep: Class 4 contains 103734 members 
Mstep: Class 5 contains 1578 members 
Mstep: Class 6 contains 1862 members 
Mstep: Class 7 contains 6339 members 
Mstep: Class 8 contains 8855 members 
Mstep: Class 9 contains 101515 members 
Mstep: Class 10 contains 10828 members 
Mstep: Class 11 contains 101758 members 
Mstep: Class 12 contains 97038 members 
Mstep: Class 13 contains 97013 members 
Mstep: Class 14 contains 1680 members 
Mstep: Class 15 contains 12146 members 
Mstep: Class 16 contains 95302 members 
Mstep: Class 17 contains 86843 members 
Mstep: Class 18 contains 21849 members 
Mstep: Class 19 contains 19863 members 
Mstep: Class 20 contains 2085 members 
Mstep: Class 21 contains 5585 members 
Mstep: Class 22 contains 1210 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 707 members 
Mstep: Class 25 contains 3527 members 
Mstep: Class 26 contains 12428 members 
Entering Unmasked Estep 
Score: -111702256.000000 Penalty: 58011.078125
Splitting cluster 8 changes total score from -111695552.000000 to -111702256.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (101515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101515 members 
Entering Unmasked Estep 
Score: -12773199.000000 Penalty: 1873.293823
	Iteration 0F: 2 clusters Score -1.27732e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50814 members 
Mstep: Class 2 contains 50701 members 
Entering Unmasked Estep 
Score: -12710022.000000 Penalty: 3746.587646
	Iteration 0F: 3 clusters Score -1.271002e+07 nChanged 48527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51685 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -12738063.000000 Penalty: 3746.587646
	Iteration 1F: 3 clusters Score -1.273806e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52550 members 
Mstep: Class 2 contains 48965 members 
Entering Unmasked Estep 
Score: -12738736.000000 Penalty: 3746.587646
	Iteration 2Q: 3 clusters Score -1.273874e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53848 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -12739595.000000 Penalty: 3746.587646
	Iteration 3Q: 3 clusters Score -1.27396e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55792 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -12740890.000000 Penalty: 3746.587646
	Iteration 4Q: 3 clusters Score -1.274089e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58626 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -12742628.000000 Penalty: 3746.587646
	Iteration 5Q: 3 clusters Score -1.274263e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62674 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -12745308.000000 Penalty: 3746.587646
	Iteration 6F: 3 clusters Score -1.274531e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68145 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -12749362.000000 Penalty: 3746.587646
	Iteration 7F: 3 clusters Score -1.274936e+07 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74667 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -12754890.000000 Penalty: 3746.587646
	Iteration 8F: 3 clusters Score -1.275489e+07 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81255 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -12760945.000000 Penalty: 3746.587646
	Iteration 9F: 3 clusters Score -1.276094e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86452 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -12765958.000000 Penalty: 3746.587646
	Iteration 10F: 3 clusters Score -1.276596e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89957 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -12769151.000000 Penalty: 3746.587646
	Iteration 11Q: 3 clusters Score -1.276915e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92323 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -12770777.000000 Penalty: 3746.587646
	Iteration 12Q: 3 clusters Score -1.277078e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94018 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -12771718.000000 Penalty: 3746.587646
	Iteration 13Q: 3 clusters Score -1.277172e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95277 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -12772203.000000 Penalty: 3746.587646
	Iteration 14Q: 3 clusters Score -1.27722e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96298 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -12772496.000000 Penalty: 3746.587646
	Iteration 15Q: 3 clusters Score -1.27725e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97054 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -12772634.000000 Penalty: 3746.587646
	Iteration 16Q: 3 clusters Score -1.277263e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97638 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -12772731.000000 Penalty: 3746.587646
	Iteration 17Q: 3 clusters Score -1.277273e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98114 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -12772787.000000 Penalty: 3746.587646
	Iteration 18Q: 3 clusters Score -1.277279e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98486 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -12772804.000000 Penalty: 3746.587646
	Iteration 19Q: 3 clusters Score -1.27728e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98782 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -12772838.000000 Penalty: 3746.587646
	Iteration 20F: 3 clusters Score -1.277284e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99020 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -12772823.000000 Penalty: 3746.587646
	Iteration 21Q: 3 clusters Score -1.277282e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99216 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -12772820.000000 Penalty: 3746.587646
	Iteration 22Q: 3 clusters Score -1.277282e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99375 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -12772810.000000 Penalty: 3746.587646
	Iteration 23Q: 3 clusters Score -1.277281e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99484 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -12772816.000000 Penalty: 3746.587646
	Iteration 24Q: 3 clusters Score -1.277282e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99574 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -12772811.000000 Penalty: 3746.587646
	Iteration 25Q: 3 clusters Score -1.277281e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99649 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -12772822.000000 Penalty: 3746.587646
	Iteration 26Q: 3 clusters Score -1.277282e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99721 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -12772812.000000 Penalty: 3746.587646
	Iteration 27Q: 3 clusters Score -1.277281e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99790 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -12772818.000000 Penalty: 3746.587646
	Iteration 28Q: 3 clusters Score -1.277282e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99851 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -12772811.000000 Penalty: 3746.587646
	Iteration 29Q: 3 clusters Score -1.277281e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99896 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -12772785.000000 Penalty: 3746.587646
	Iteration 30Q: 3 clusters Score -1.277278e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99927 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -12772786.000000 Penalty: 3746.587646
	Iteration 31Q: 3 clusters Score -1.277279e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99950 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -12772793.000000 Penalty: 3746.587646
	Iteration 32Q: 3 clusters Score -1.277279e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99971 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -12772802.000000 Penalty: 3746.587646
	Iteration 33Q: 3 clusters Score -1.27728e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99990 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -12772793.000000 Penalty: 3746.587646
	Iteration 34Q: 3 clusters Score -1.277279e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100002 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -12772776.000000 Penalty: 3746.587646
	Iteration 35Q: 3 clusters Score -1.277278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100013 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -12772782.000000 Penalty: 3746.587646
	Iteration 36Q: 3 clusters Score -1.277278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100025 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -12772786.000000 Penalty: 3746.587646
	Iteration 37Q: 3 clusters Score -1.277279e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100038 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -12772776.000000 Penalty: 3746.587646
	Iteration 38Q: 3 clusters Score -1.277278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100050 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -12772772.000000 Penalty: 3746.587646
	Iteration 39Q: 3 clusters Score -1.277277e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100065 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -12772781.000000 Penalty: 3746.587646
	Iteration 40F: 3 clusters Score -1.277278e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100079 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -12772767.000000 Penalty: 3746.587646
	Iteration 41Q: 3 clusters Score -1.277277e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100087 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -12772768.000000 Penalty: 3746.587646
	Iteration 42Q: 3 clusters Score -1.277277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100091 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -12772766.000000 Penalty: 3746.587646
	Iteration 43Q: 3 clusters Score -1.277277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100095 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -12772760.000000 Penalty: 3746.587646
	Iteration 44Q: 3 clusters Score -1.277276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100096 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -12772761.000000 Penalty: 3746.587646
	Iteration 45Q: 3 clusters Score -1.277276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100099 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -12772750.000000 Penalty: 3746.587646
	Iteration 46Q: 3 clusters Score -1.277275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100101 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -12772758.000000 Penalty: 3746.587646
	Iteration 47Q: 3 clusters Score -1.277276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100102 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -12772757.000000 Penalty: 3746.587646
	Iteration 48Q: 3 clusters Score -1.277276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100103 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -12772759.000000 Penalty: 3746.587646
	Iteration 49Q: 3 clusters Score -1.277276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100107 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -12772742.000000 Penalty: 3746.587646
	Iteration 50Q: 3 clusters Score -1.277274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100115 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -12772725.000000 Penalty: 3746.587646
	Iteration 51Q: 3 clusters Score -1.277272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100122 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -12772712.000000 Penalty: 3746.587646
	Iteration 52Q: 3 clusters Score -1.277271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100126 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -12772732.000000 Penalty: 3746.587646
	Iteration 53Q: 3 clusters Score -1.277273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100130 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -12772739.000000 Penalty: 3746.587646
	Iteration 54Q: 3 clusters Score -1.277274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100132 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -12772728.000000 Penalty: 3746.587646
	Iteration 55Q: 3 clusters Score -1.277273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100132 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -12772728.000000 Penalty: 3746.587646
	Iteration 56F: 3 clusters Score -1.277273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Entering Unmasked Estep 
Score: -1274406.000000 Penalty: 1509.607178
	Iteration 0F: 2 clusters Score -1274406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1266742.375000 Penalty: 3019.214355
	Iteration 0F: 3 clusters Score -1266742 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1269879.500000 Penalty: 3019.214355
	Iteration 1F: 3 clusters Score -1269880 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1270971.125000 Penalty: 3019.214355
	Iteration 2F: 3 clusters Score -1270971 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1272162.000000 Penalty: 3019.214355
	Iteration 3F: 3 clusters Score -1272162 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1273176.875000 Penalty: 3019.214355
	Iteration 4F: 3 clusters Score -1273177 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1273845.625000 Penalty: 3019.214355
	Iteration 5F: 3 clusters Score -1273846 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1274212.875000 Penalty: 3019.214355
	Iteration 6F: 3 clusters Score -1274213 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1274396.750000 Penalty: 3019.214355
	Iteration 7Q: 3 clusters Score -1274397 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1274467.375000 Penalty: 3019.214355
	Iteration 8Q: 3 clusters Score -1274467 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1274490.250000 Penalty: 3019.214355
	Iteration 9Q: 3 clusters Score -1274490 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1274502.500000 Penalty: 3019.214355
	Iteration 10Q: 3 clusters Score -1274502 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1274514.250000 Penalty: 3019.214355
	Iteration 11Q: 3 clusters Score -1274514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1274520.625000 Penalty: 3019.214355
	Iteration 12Q: 3 clusters Score -1274521 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1274525.125000 Penalty: 3019.214355
	Iteration 13Q: 3 clusters Score -1274525 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1274536.500000 Penalty: 3019.214355
	Iteration 14Q: 3 clusters Score -1274536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1274542.750000 Penalty: 3019.214355
	Iteration 15Q: 3 clusters Score -1274543 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1274543.750000 Penalty: 3019.214355
	Iteration 16Q: 3 clusters Score -1274544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1274548.250000 Penalty: 3019.214355
	Iteration 17Q: 3 clusters Score -1274548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1274552.250000 Penalty: 3019.214355
	Iteration 18Q: 3 clusters Score -1274552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1274555.750000 Penalty: 3019.214355
	Iteration 19Q: 3 clusters Score -1274556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1274555.500000 Penalty: 3019.214355
	Iteration 20F: 3 clusters Score -1274556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1274556.375000 Penalty: 3019.214355
	Iteration 21Q: 3 clusters Score -1274556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1274558.000000 Penalty: 3019.214355
	Iteration 22Q: 3 clusters Score -1274558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1274558.375000 Penalty: 3019.214355
	Iteration 23Q: 3 clusters Score -1274558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1274559.250000 Penalty: 3019.214355
	Iteration 24Q: 3 clusters Score -1274559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1274558.125000 Penalty: 3019.214355
	Iteration 25Q: 3 clusters Score -1274558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1274557.625000 Penalty: 3019.214355
	Iteration 26Q: 3 clusters Score -1274558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1274557.625000 Penalty: 3019.214355
	Iteration 27F: 3 clusters Score -1274558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 106118 members 
Mstep: Class 2 contains 12192 members 
Mstep: Class 3 contains 5452 members 
Mstep: Class 4 contains 103734 members 
Mstep: Class 5 contains 1578 members 
Mstep: Class 6 contains 1862 members 
Mstep: Class 7 contains 6339 members 
Mstep: Class 8 contains 8855 members 
Mstep: Class 9 contains 101515 members 
Mstep: Class 10 contains 7873 members 
Mstep: Class 11 contains 101758 members 
Mstep: Class 12 contains 97038 members 
Mstep: Class 13 contains 97013 members 
Mstep: Class 14 contains 1680 members 
Mstep: Class 15 contains 12146 members 
Mstep: Class 16 contains 95302 members 
Mstep: Class 17 contains 86843 members 
Mstep: Class 18 contains 21849 members 
Mstep: Class 19 contains 19863 members 
Mstep: Class 20 contains 2085 members 
Mstep: Class 21 contains 5585 members 
Mstep: Class 22 contains 1210 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 707 members 
Mstep: Class 25 contains 3527 members 
Mstep: Class 26 contains 12428 members 
Mstep: Class 27 contains 2955 members 
Entering Unmasked Estep 
Score: -111702024.000000 Penalty: 60242.273438
Splitting cluster 10 changes total score from -111695552.000000 to -111702024.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (101758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101758 members 
Entering Unmasked Estep 
Score: -12786520.000000 Penalty: 1873.682251
	Iteration 0F: 2 clusters Score -1.278652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51053 members 
Mstep: Class 2 contains 50705 members 
Entering Unmasked Estep 
Score: -12719464.000000 Penalty: 3747.364502
	Iteration 0F: 3 clusters Score -1.271946e+07 nChanged 48783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53308 members 
Mstep: Class 2 contains 48450 members 
Entering Unmasked Estep 
Score: -12747849.000000 Penalty: 3747.364502
	Iteration 1F: 3 clusters Score -1.274785e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54976 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -12748800.000000 Penalty: 3747.364502
	Iteration 2Q: 3 clusters Score -1.27488e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57611 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -12750446.000000 Penalty: 3747.364502
	Iteration 3Q: 3 clusters Score -1.275045e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61605 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -12753624.000000 Penalty: 3747.364502
	Iteration 4F: 3 clusters Score -1.275362e+07 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67172 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -12758711.000000 Penalty: 3747.364502
	Iteration 5F: 3 clusters Score -1.275871e+07 nChanged 8216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73676 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -12765419.000000 Penalty: 3747.364502
	Iteration 6F: 3 clusters Score -1.276542e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79398 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -12772211.000000 Penalty: 3747.364502
	Iteration 7F: 3 clusters Score -1.277221e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83033 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -12777038.000000 Penalty: 3747.364502
	Iteration 8F: 3 clusters Score -1.277704e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84819 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -12779388.000000 Penalty: 3747.364502
	Iteration 9Q: 3 clusters Score -1.277939e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85891 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -12780374.000000 Penalty: 3747.364502
	Iteration 10Q: 3 clusters Score -1.278037e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86640 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -12780905.000000 Penalty: 3747.364502
	Iteration 11Q: 3 clusters Score -1.27809e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87277 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -12781181.000000 Penalty: 3747.364502
	Iteration 12Q: 3 clusters Score -1.278118e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87871 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -12781435.000000 Penalty: 3747.364502
	Iteration 13Q: 3 clusters Score -1.278144e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88477 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -12781643.000000 Penalty: 3747.364502
	Iteration 14Q: 3 clusters Score -1.278164e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89020 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -12781851.000000 Penalty: 3747.364502
	Iteration 15Q: 3 clusters Score -1.278185e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89544 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -12782064.000000 Penalty: 3747.364502
	Iteration 16Q: 3 clusters Score -1.278206e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90060 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -12782324.000000 Penalty: 3747.364502
	Iteration 17Q: 3 clusters Score -1.278232e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90571 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -12782569.000000 Penalty: 3747.364502
	Iteration 18Q: 3 clusters Score -1.278257e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91051 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -12782829.000000 Penalty: 3747.364502
	Iteration 19Q: 3 clusters Score -1.278283e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91564 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -12783086.000000 Penalty: 3747.364502
	Iteration 20F: 3 clusters Score -1.278309e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92096 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -12783277.000000 Penalty: 3747.364502
	Iteration 21Q: 3 clusters Score -1.278328e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92667 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -12783554.000000 Penalty: 3747.364502
	Iteration 22Q: 3 clusters Score -1.278355e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93207 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -12783775.000000 Penalty: 3747.364502
	Iteration 23Q: 3 clusters Score -1.278378e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93741 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -12783917.000000 Penalty: 3747.364502
	Iteration 24Q: 3 clusters Score -1.278392e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94249 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -12784118.000000 Penalty: 3747.364502
	Iteration 25Q: 3 clusters Score -1.278412e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94779 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -12784212.000000 Penalty: 3747.364502
	Iteration 26Q: 3 clusters Score -1.278421e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95284 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -12784391.000000 Penalty: 3747.364502
	Iteration 27Q: 3 clusters Score -1.278439e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95793 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -12784624.000000 Penalty: 3747.364502
	Iteration 28Q: 3 clusters Score -1.278462e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96279 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -12784710.000000 Penalty: 3747.364502
	Iteration 29Q: 3 clusters Score -1.278471e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96711 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -12784854.000000 Penalty: 3747.364502
	Iteration 30Q: 3 clusters Score -1.278485e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97114 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -12784966.000000 Penalty: 3747.364502
	Iteration 31Q: 3 clusters Score -1.278497e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97474 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -12785022.000000 Penalty: 3747.364502
	Iteration 32Q: 3 clusters Score -1.278502e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97830 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -12785096.000000 Penalty: 3747.364502
	Iteration 33Q: 3 clusters Score -1.27851e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98159 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -12785205.000000 Penalty: 3747.364502
	Iteration 34Q: 3 clusters Score -1.27852e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98458 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -12785270.000000 Penalty: 3747.364502
	Iteration 35Q: 3 clusters Score -1.278527e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98723 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -12785302.000000 Penalty: 3747.364502
	Iteration 36Q: 3 clusters Score -1.27853e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98958 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -12785280.000000 Penalty: 3747.364502
	Iteration 37Q: 3 clusters Score -1.278528e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99157 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -12785263.000000 Penalty: 3747.364502
	Iteration 38Q: 3 clusters Score -1.278526e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99345 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -12785277.000000 Penalty: 3747.364502
	Iteration 39Q: 3 clusters Score -1.278528e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99509 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -12785308.000000 Penalty: 3747.364502
	Iteration 40F: 3 clusters Score -1.278531e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99655 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -12785344.000000 Penalty: 3747.364502
	Iteration 41Q: 3 clusters Score -1.278534e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99802 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -12785338.000000 Penalty: 3747.364502
	Iteration 42Q: 3 clusters Score -1.278534e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99938 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -12785357.000000 Penalty: 3747.364502
	Iteration 43Q: 3 clusters Score -1.278536e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100060 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -12785376.000000 Penalty: 3747.364502
	Iteration 44Q: 3 clusters Score -1.278538e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100141 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -12785397.000000 Penalty: 3747.364502
	Iteration 45Q: 3 clusters Score -1.27854e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100217 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -12785412.000000 Penalty: 3747.364502
	Iteration 46Q: 3 clusters Score -1.278541e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100291 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -12785415.000000 Penalty: 3747.364502
	Iteration 47Q: 3 clusters Score -1.278542e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100364 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -12785424.000000 Penalty: 3747.364502
	Iteration 48Q: 3 clusters Score -1.278542e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100427 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -12785445.000000 Penalty: 3747.364502
	Iteration 49Q: 3 clusters Score -1.278544e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100487 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -12785437.000000 Penalty: 3747.364502
	Iteration 50Q: 3 clusters Score -1.278544e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100535 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -12785442.000000 Penalty: 3747.364502
	Iteration 51Q: 3 clusters Score -1.278544e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100580 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -12785418.000000 Penalty: 3747.364502
	Iteration 52Q: 3 clusters Score -1.278542e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100620 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -12785431.000000 Penalty: 3747.364502
	Iteration 53Q: 3 clusters Score -1.278543e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100654 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -12785462.000000 Penalty: 3747.364502
	Iteration 54Q: 3 clusters Score -1.278546e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100677 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -12785455.000000 Penalty: 3747.364502
	Iteration 55Q: 3 clusters Score -1.278546e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100694 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -12785445.000000 Penalty: 3747.364502
	Iteration 56Q: 3 clusters Score -1.278544e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100712 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -12785443.000000 Penalty: 3747.364502
	Iteration 57Q: 3 clusters Score -1.278544e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100731 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -12785458.000000 Penalty: 3747.364502
	Iteration 58Q: 3 clusters Score -1.278546e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100749 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -12785442.000000 Penalty: 3747.364502
	Iteration 59Q: 3 clusters Score -1.278544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100756 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -12785434.000000 Penalty: 3747.364502
	Iteration 60F: 3 clusters Score -1.278543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100758 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -12785439.000000 Penalty: 3747.364502
	Iteration 61Q: 3 clusters Score -1.278544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100764 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -12785440.000000 Penalty: 3747.364502
	Iteration 62Q: 3 clusters Score -1.278544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100769 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -12785440.000000 Penalty: 3747.364502
	Iteration 63Q: 3 clusters Score -1.278544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100771 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -12785445.000000 Penalty: 3747.364502
	Iteration 64Q: 3 clusters Score -1.278544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100773 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -12785443.000000 Penalty: 3747.364502
	Iteration 65Q: 3 clusters Score -1.278544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100773 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -12785443.000000 Penalty: 3747.364502
	Iteration 66F: 3 clusters Score -1.278544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (97038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97038 members 
Entering Unmasked Estep 
Score: -12238603.000000 Penalty: 1865.964355
	Iteration 0F: 2 clusters Score -1.22386e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
Score: -12174669.000000 Penalty: 3731.928711
	Iteration 0F: 3 clusters Score -1.217467e+07 nChanged 46335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 50832 members 
Entering Unmasked Estep 
Score: -12202456.000000 Penalty: 3731.928711
	Iteration 1F: 3 clusters Score -1.220246e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44881 members 
Mstep: Class 2 contains 52157 members 
Entering Unmasked Estep 
Score: -12203899.000000 Penalty: 3731.928711
	Iteration 2Q: 3 clusters Score -1.22039e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 54063 members 
Entering Unmasked Estep 
Score: -12206058.000000 Penalty: 3731.928711
	Iteration 3Q: 3 clusters Score -1.220606e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 56630 members 
Entering Unmasked Estep 
Score: -12209117.000000 Penalty: 3731.928711
	Iteration 4F: 3 clusters Score -1.220912e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 59764 members 
Entering Unmasked Estep 
Score: -12212959.000000 Penalty: 3731.928711
	Iteration 5F: 3 clusters Score -1.221296e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 62995 members 
Entering Unmasked Estep 
Score: -12217343.000000 Penalty: 3731.928711
	Iteration 6F: 3 clusters Score -1.221734e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 65752 members 
Entering Unmasked Estep 
Score: -12221099.000000 Penalty: 3731.928711
	Iteration 7F: 3 clusters Score -1.22211e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 67845 members 
Entering Unmasked Estep 
Score: -12223829.000000 Penalty: 3731.928711
	Iteration 8F: 3 clusters Score -1.222383e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 69431 members 
Entering Unmasked Estep 
Score: -12225460.000000 Penalty: 3731.928711
	Iteration 9Q: 3 clusters Score -1.222546e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 70837 members 
Entering Unmasked Estep 
Score: -12226287.000000 Penalty: 3731.928711
	Iteration 10Q: 3 clusters Score -1.222629e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 72174 members 
Entering Unmasked Estep 
Score: -12226792.000000 Penalty: 3731.928711
	Iteration 11Q: 3 clusters Score -1.222679e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 73460 members 
Entering Unmasked Estep 
Score: -12227158.000000 Penalty: 3731.928711
	Iteration 12Q: 3 clusters Score -1.222716e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 74810 members 
Entering Unmasked Estep 
Score: -12227535.000000 Penalty: 3731.928711
	Iteration 13Q: 3 clusters Score -1.222754e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 76168 members 
Entering Unmasked Estep 
Score: -12227951.000000 Penalty: 3731.928711
	Iteration 14Q: 3 clusters Score -1.222795e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 77571 members 
Entering Unmasked Estep 
Score: -12228405.000000 Penalty: 3731.928711
	Iteration 15Q: 3 clusters Score -1.22284e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 79005 members 
Entering Unmasked Estep 
Score: -12228877.000000 Penalty: 3731.928711
	Iteration 16Q: 3 clusters Score -1.222888e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 80411 members 
Entering Unmasked Estep 
Score: -12229289.000000 Penalty: 3731.928711
	Iteration 17Q: 3 clusters Score -1.222929e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 81776 members 
Entering Unmasked Estep 
Score: -12229716.000000 Penalty: 3731.928711
	Iteration 18Q: 3 clusters Score -1.222972e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 83172 members 
Entering Unmasked Estep 
Score: -12230303.000000 Penalty: 3731.928711
	Iteration 19Q: 3 clusters Score -1.22303e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 84601 members 
Entering Unmasked Estep 
Score: -12230885.000000 Penalty: 3731.928711
	Iteration 20F: 3 clusters Score -1.223088e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 86089 members 
Entering Unmasked Estep 
Score: -12231452.000000 Penalty: 3731.928711
	Iteration 21Q: 3 clusters Score -1.223145e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 87591 members 
Entering Unmasked Estep 
Score: -12232209.000000 Penalty: 3731.928711
	Iteration 22Q: 3 clusters Score -1.223221e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 89006 members 
Entering Unmasked Estep 
Score: -12232943.000000 Penalty: 3731.928711
	Iteration 23Q: 3 clusters Score -1.223294e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 90382 members 
Entering Unmasked Estep 
Score: -12233829.000000 Penalty: 3731.928711
	Iteration 24Q: 3 clusters Score -1.223383e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 91682 members 
Entering Unmasked Estep 
Score: -12234686.000000 Penalty: 3731.928711
	Iteration 25Q: 3 clusters Score -1.223469e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 92835 members 
Entering Unmasked Estep 
Score: -12235470.000000 Penalty: 3731.928711
	Iteration 26Q: 3 clusters Score -1.223547e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 93758 members 
Entering Unmasked Estep 
Score: -12236003.000000 Penalty: 3731.928711
	Iteration 27Q: 3 clusters Score -1.2236e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 94474 members 
Entering Unmasked Estep 
Score: -12236342.000000 Penalty: 3731.928711
	Iteration 28Q: 3 clusters Score -1.223634e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 95047 members 
Entering Unmasked Estep 
Score: -12236676.000000 Penalty: 3731.928711
	Iteration 29Q: 3 clusters Score -1.223668e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 95453 members 
Entering Unmasked Estep 
Score: -12236815.000000 Penalty: 3731.928711
	Iteration 30Q: 3 clusters Score -1.223682e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 95732 members 
Entering Unmasked Estep 
Score: -12236899.000000 Penalty: 3731.928711
	Iteration 31Q: 3 clusters Score -1.22369e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 95936 members 
Entering Unmasked Estep 
Score: -12236976.000000 Penalty: 3731.928711
	Iteration 32Q: 3 clusters Score -1.223698e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 96084 members 
Entering Unmasked Estep 
Score: -12237057.000000 Penalty: 3731.928711
	Iteration 33Q: 3 clusters Score -1.223706e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 96206 members 
Entering Unmasked Estep 
Score: -12237127.000000 Penalty: 3731.928711
	Iteration 34Q: 3 clusters Score -1.223713e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 96267 members 
Entering Unmasked Estep 
Score: -12237154.000000 Penalty: 3731.928711
	Iteration 35Q: 3 clusters Score -1.223715e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 96314 members 
Entering Unmasked Estep 
Score: -12237175.000000 Penalty: 3731.928711
	Iteration 36Q: 3 clusters Score -1.223718e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 96352 members 
Entering Unmasked Estep 
Score: -12237180.000000 Penalty: 3731.928711
	Iteration 37Q: 3 clusters Score -1.223718e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 96379 members 
Entering Unmasked Estep 
Score: -12237197.000000 Penalty: 3731.928711
	Iteration 38Q: 3 clusters Score -1.22372e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 96407 members 
Entering Unmasked Estep 
Score: -12237193.000000 Penalty: 3731.928711
	Iteration 39Q: 3 clusters Score -1.223719e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 96431 members 
Entering Unmasked Estep 
Score: -12237204.000000 Penalty: 3731.928711
	Iteration 40F: 3 clusters Score -1.22372e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 96445 members 
Entering Unmasked Estep 
Score: -12237207.000000 Penalty: 3731.928711
	Iteration 41Q: 3 clusters Score -1.223721e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 96457 members 
Entering Unmasked Estep 
Score: -12237207.000000 Penalty: 3731.928711
	Iteration 42Q: 3 clusters Score -1.223721e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 96466 members 
Entering Unmasked Estep 
Score: -12237214.000000 Penalty: 3731.928711
	Iteration 43Q: 3 clusters Score -1.223721e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 96473 members 
Entering Unmasked Estep 
Score: -12237217.000000 Penalty: 3731.928711
	Iteration 44Q: 3 clusters Score -1.223722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 96479 members 
Entering Unmasked Estep 
Score: -12237209.000000 Penalty: 3731.928711
	Iteration 45Q: 3 clusters Score -1.223721e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 96488 members 
Entering Unmasked Estep 
Score: -12237205.000000 Penalty: 3731.928711
	Iteration 46Q: 3 clusters Score -1.22372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 96487 members 
Entering Unmasked Estep 
Score: -12237206.000000 Penalty: 3731.928711
	Iteration 47Q: 3 clusters Score -1.223721e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 96487 members 
Entering Unmasked Estep 
Score: -12237214.000000 Penalty: 3731.928711
	Iteration 48Q: 3 clusters Score -1.223721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 96488 members 
Entering Unmasked Estep 
Score: -12237223.000000 Penalty: 3731.928711
	Iteration 49Q: 3 clusters Score -1.223722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 96500 members 
Entering Unmasked Estep 
Score: -12237236.000000 Penalty: 3731.928711
	Iteration 50Q: 3 clusters Score -1.223724e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 96508 members 
Entering Unmasked Estep 
Score: -12237244.000000 Penalty: 3731.928711
	Iteration 51Q: 3 clusters Score -1.223724e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 96516 members 
Entering Unmasked Estep 
Score: -12237227.000000 Penalty: 3731.928711
	Iteration 52Q: 3 clusters Score -1.223723e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 96522 members 
Entering Unmasked Estep 
Score: -12237219.000000 Penalty: 3731.928711
	Iteration 53Q: 3 clusters Score -1.223722e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 96533 members 
Entering Unmasked Estep 
Score: -12237231.000000 Penalty: 3731.928711
	Iteration 54Q: 3 clusters Score -1.223723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 96538 members 
Entering Unmasked Estep 
Score: -12237222.000000 Penalty: 3731.928711
	Iteration 55Q: 3 clusters Score -1.223722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 96541 members 
Entering Unmasked Estep 
Score: -12237224.000000 Penalty: 3731.928711
	Iteration 56Q: 3 clusters Score -1.223722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 96543 members 
Entering Unmasked Estep 
Score: -12237229.000000 Penalty: 3731.928711
	Iteration 57Q: 3 clusters Score -1.223723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 96544 members 
Entering Unmasked Estep 
Score: -12237223.000000 Penalty: 3731.928711
	Iteration 58Q: 3 clusters Score -1.223722e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 96544 members 
Entering Unmasked Estep 
Score: -12237223.000000 Penalty: 3731.928711
	Iteration 59F: 3 clusters Score -1.223722e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (97013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97013 members 
Entering Unmasked Estep 
Score: -12273167.000000 Penalty: 1865.922485
	Iteration 0F: 2 clusters Score -1.227317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48579 members 
Mstep: Class 2 contains 48434 members 
Entering Unmasked Estep 
Score: -12208715.000000 Penalty: 3731.844971
	Iteration 0F: 3 clusters Score -1.220872e+07 nChanged 46254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
Score: -12235338.000000 Penalty: 3731.844971
	Iteration 1F: 3 clusters Score -1.223534e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51627 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
Score: -12236025.000000 Penalty: 3731.844971
	Iteration 2Q: 3 clusters Score -1.223602e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53446 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -12236861.000000 Penalty: 3731.844971
	Iteration 3Q: 3 clusters Score -1.223686e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56162 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -12238151.000000 Penalty: 3731.844971
	Iteration 4Q: 3 clusters Score -1.223815e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59859 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -12240064.000000 Penalty: 3731.844971
	Iteration 5Q: 3 clusters Score -1.224006e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65036 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -12243114.000000 Penalty: 3731.844971
	Iteration 6F: 3 clusters Score -1.224311e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71438 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -12247726.000000 Penalty: 3731.844971
	Iteration 7F: 3 clusters Score -1.224773e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78447 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -12253690.000000 Penalty: 3731.844971
	Iteration 8F: 3 clusters Score -1.225369e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84718 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -12259642.000000 Penalty: 3731.844971
	Iteration 9F: 3 clusters Score -1.225964e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89435 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -12264114.000000 Penalty: 3731.844971
	Iteration 10Q: 3 clusters Score -1.226411e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92398 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -12267162.000000 Penalty: 3731.844971
	Iteration 11Q: 3 clusters Score -1.226716e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94270 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -12269229.000000 Penalty: 3731.844971
	Iteration 12Q: 3 clusters Score -1.226923e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95433 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -12270375.000000 Penalty: 3731.844971
	Iteration 13Q: 3 clusters Score -1.227038e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96111 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -12270963.000000 Penalty: 3731.844971
	Iteration 14Q: 3 clusters Score -1.227096e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96438 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -12271194.000000 Penalty: 3731.844971
	Iteration 15Q: 3 clusters Score -1.227119e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96596 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -12271325.000000 Penalty: 3731.844971
	Iteration 16Q: 3 clusters Score -1.227132e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96682 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -12271421.000000 Penalty: 3731.844971
	Iteration 17Q: 3 clusters Score -1.227142e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96731 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -12271469.000000 Penalty: 3731.844971
	Iteration 18Q: 3 clusters Score -1.227147e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96748 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -12271494.000000 Penalty: 3731.844971
	Iteration 19Q: 3 clusters Score -1.227149e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96760 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -12271502.000000 Penalty: 3731.844971
	Iteration 20F: 3 clusters Score -1.22715e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96766 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -12271523.000000 Penalty: 3731.844971
	Iteration 21Q: 3 clusters Score -1.227152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96769 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -12271532.000000 Penalty: 3731.844971
	Iteration 22Q: 3 clusters Score -1.227153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96770 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -12271527.000000 Penalty: 3731.844971
	Iteration 23Q: 3 clusters Score -1.227153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96773 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -12271518.000000 Penalty: 3731.844971
	Iteration 24Q: 3 clusters Score -1.227152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96774 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -12271531.000000 Penalty: 3731.844971
	Iteration 25Q: 3 clusters Score -1.227153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96773 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -12271529.000000 Penalty: 3731.844971
	Iteration 26Q: 3 clusters Score -1.227153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96773 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -12271533.000000 Penalty: 3731.844971
	Iteration 27Q: 3 clusters Score -1.227153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96774 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -12271532.000000 Penalty: 3731.844971
	Iteration 28Q: 3 clusters Score -1.227153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96775 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -12271537.000000 Penalty: 3731.844971
	Iteration 29Q: 3 clusters Score -1.227154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96777 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -12271538.000000 Penalty: 3731.844971
	Iteration 30Q: 3 clusters Score -1.227154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96777 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -12271548.000000 Penalty: 3731.844971
	Iteration 31Q: 3 clusters Score -1.227155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96777 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -12271545.000000 Penalty: 3731.844971
	Iteration 32Q: 3 clusters Score -1.227154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96778 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -12271551.000000 Penalty: 3731.844971
	Iteration 33Q: 3 clusters Score -1.227155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96777 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -12271550.000000 Penalty: 3731.844971
	Iteration 34Q: 3 clusters Score -1.227155e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96777 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -12271550.000000 Penalty: 3731.844971
	Iteration 35F: 3 clusters Score -1.227155e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Entering Unmasked Estep 
Score: -162825.218750 Penalty: 1206.814209
	Iteration 0F: 2 clusters Score -162825.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -161256.515625 Penalty: 2413.628418
	Iteration 0F: 3 clusters Score -161256.5 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -162307.203125 Penalty: 2413.628418
	Iteration 1F: 3 clusters Score -162307.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -163015.343750 Penalty: 2413.628418
	Iteration 2F: 3 clusters Score -163015.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -163602.765625 Penalty: 2413.628418
	Iteration 3F: 3 clusters Score -163602.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -163891.953125 Penalty: 2413.628418
	Iteration 4F: 3 clusters Score -163892 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -164204.484375 Penalty: 2413.628418
	Iteration 5Q: 3 clusters Score -164204.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -164487.281250 Penalty: 2413.628418
	Iteration 6Q: 3 clusters Score -164487.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -164709.515625 Penalty: 2413.628418
	Iteration 7Q: 3 clusters Score -164709.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -164804.875000 Penalty: 2413.628418
	Iteration 8Q: 3 clusters Score -164804.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -164823.703125 Penalty: 2413.628418
	Iteration 9Q: 3 clusters Score -164823.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -164828.187500 Penalty: 2413.628418
	Iteration 10Q: 3 clusters Score -164828.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -164829.937500 Penalty: 2413.628418
	Iteration 11Q: 3 clusters Score -164829.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -164830.375000 Penalty: 2413.628418
	Iteration 12Q: 3 clusters Score -164830.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -164834.812500 Penalty: 2413.628418
	Iteration 13Q: 3 clusters Score -164834.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -164835.437500 Penalty: 2413.628418
	Iteration 14Q: 3 clusters Score -164835.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -164845.906250 Penalty: 2413.628418
	Iteration 15F: 3 clusters Score -164845.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -164866.109375 Penalty: 2413.628418
	Iteration 16Q: 3 clusters Score -164866.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -164890.828125 Penalty: 2413.628418
	Iteration 17Q: 3 clusters Score -164890.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -164908.984375 Penalty: 2413.628418
	Iteration 18Q: 3 clusters Score -164909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -164942.312500 Penalty: 2413.628418
	Iteration 19Q: 3 clusters Score -164942.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -164950.593750 Penalty: 2413.628418
	Iteration 20F: 3 clusters Score -164950.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -164952.078125 Penalty: 2413.628418
	Iteration 21Q: 3 clusters Score -164952.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -164956.625000 Penalty: 2413.628418
	Iteration 22Q: 3 clusters Score -164956.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -164965.546875 Penalty: 2413.628418
	Iteration 23Q: 3 clusters Score -164965.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -164972.453125 Penalty: 2413.628418
	Iteration 24Q: 3 clusters Score -164972.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -164980.265625 Penalty: 2413.628418
	Iteration 25Q: 3 clusters Score -164980.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -164989.546875 Penalty: 2413.628418
	Iteration 26Q: 3 clusters Score -164989.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -164991.843750 Penalty: 2413.628418
	Iteration 27Q: 3 clusters Score -164991.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -164992.687500 Penalty: 2413.628418
	Iteration 28Q: 3 clusters Score -164992.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -164993.203125 Penalty: 2413.628418
	Iteration 29Q: 3 clusters Score -164993.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -164994.531250 Penalty: 2413.628418
	Iteration 30Q: 3 clusters Score -164994.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -164995.875000 Penalty: 2413.628418
	Iteration 31Q: 3 clusters Score -164995.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -164996.515625 Penalty: 2413.628418
	Iteration 32Q: 3 clusters Score -164996.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -164996.515625 Penalty: 2413.628418
	Iteration 33F: 3 clusters Score -164996.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 106118 members 
Mstep: Class 2 contains 12192 members 
Mstep: Class 3 contains 5452 members 
Mstep: Class 4 contains 103734 members 
Mstep: Class 5 contains 1578 members 
Mstep: Class 6 contains 1862 members 
Mstep: Class 7 contains 6339 members 
Mstep: Class 8 contains 8855 members 
Mstep: Class 9 contains 101515 members 
Mstep: Class 10 contains 7873 members 
Mstep: Class 11 contains 101758 members 
Mstep: Class 12 contains 97038 members 
Mstep: Class 13 contains 97013 members 
Mstep: Class 14 contains 1251 members 
Mstep: Class 15 contains 12146 members 
Mstep: Class 16 contains 95302 members 
Mstep: Class 17 contains 86843 members 
Mstep: Class 18 contains 21849 members 
Mstep: Class 19 contains 19863 members 
Mstep: Class 20 contains 2085 members 
Mstep: Class 21 contains 5585 members 
Mstep: Class 22 contains 1210 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 707 members 
Mstep: Class 25 contains 3527 members 
Mstep: Class 26 contains 12428 members 
Mstep: Class 27 contains 2955 members 
Mstep: Class 28 contains 429 members 
Entering Unmasked Estep 
Score: -111703480.000000 Penalty: 62473.468750
Splitting cluster 14 changes total score from -111695552.000000 to -111703480.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (12146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Entering Unmasked Estep 
Score: -1505587.750000 Penalty: 1528.272827
	Iteration 0F: 2 clusters Score -1505588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1497123.750000 Penalty: 3056.545654
	Iteration 0F: 3 clusters Score -1497124 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1500167.125000 Penalty: 3056.545654
	Iteration 1F: 3 clusters Score -1500167 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1501165.375000 Penalty: 3056.545654
	Iteration 2F: 3 clusters Score -1501165 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1503394.250000 Penalty: 3056.545654
	Iteration 3F: 3 clusters Score -1503394 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1506584.750000 Penalty: 3056.545654
	Iteration 4F: 3 clusters Score -1506585 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1508334.125000 Penalty: 3056.545654
	Iteration 5F: 3 clusters Score -1508334 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1509064.875000 Penalty: 3056.545654
	Iteration 6F: 3 clusters Score -1509065 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1509382.875000 Penalty: 3056.545654
	Iteration 7Q: 3 clusters Score -1509383 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1509523.875000 Penalty: 3056.545654
	Iteration 8Q: 3 clusters Score -1509524 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1509604.125000 Penalty: 3056.545654
	Iteration 9Q: 3 clusters Score -1509604 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1509648.500000 Penalty: 3056.545654
	Iteration 10Q: 3 clusters Score -1509648 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1509696.000000 Penalty: 3056.545654
	Iteration 11Q: 3 clusters Score -1509696 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1509740.375000 Penalty: 3056.545654
	Iteration 12Q: 3 clusters Score -1509740 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1509787.500000 Penalty: 3056.545654
	Iteration 13Q: 3 clusters Score -1509788 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1509852.000000 Penalty: 3056.545654
	Iteration 14Q: 3 clusters Score -1509852 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1509920.250000 Penalty: 3056.545654
	Iteration 15Q: 3 clusters Score -1509920 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1510027.000000 Penalty: 3056.545654
	Iteration 16Q: 3 clusters Score -1510027 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1510079.750000 Penalty: 3056.545654
	Iteration 17Q: 3 clusters Score -1510080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1510099.125000 Penalty: 3056.545654
	Iteration 18Q: 3 clusters Score -1510099 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1510117.250000 Penalty: 3056.545654
	Iteration 19Q: 3 clusters Score -1510117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1510122.375000 Penalty: 3056.545654
	Iteration 20F: 3 clusters Score -1510122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1510122.625000 Penalty: 3056.545654
	Iteration 21Q: 3 clusters Score -1510123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1510123.500000 Penalty: 3056.545654
	Iteration 22Q: 3 clusters Score -1510124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1510123.375000 Penalty: 3056.545654
	Iteration 23Q: 3 clusters Score -1510123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1510125.875000 Penalty: 3056.545654
	Iteration 24Q: 3 clusters Score -1510126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1510125.500000 Penalty: 3056.545654
	Iteration 25Q: 3 clusters Score -1510126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1510125.500000 Penalty: 3056.545654
	Iteration 26F: 3 clusters Score -1510126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 106118 members 
Mstep: Class 2 contains 12192 members 
Mstep: Class 3 contains 5452 members 
Mstep: Class 4 contains 103734 members 
Mstep: Class 5 contains 1578 members 
Mstep: Class 6 contains 1862 members 
Mstep: Class 7 contains 6339 members 
Mstep: Class 8 contains 8855 members 
Mstep: Class 9 contains 101515 members 
Mstep: Class 10 contains 7873 members 
Mstep: Class 11 contains 101758 members 
Mstep: Class 12 contains 97038 members 
Mstep: Class 13 contains 97013 members 
Mstep: Class 14 contains 1251 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 16 contains 95302 members 
Mstep: Class 17 contains 86843 members 
Mstep: Class 18 contains 21849 members 
Mstep: Class 19 contains 19863 members 
Mstep: Class 20 contains 2085 members 
Mstep: Class 21 contains 5585 members 
Mstep: Class 22 contains 1210 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 707 members 
Mstep: Class 25 contains 3527 members 
Mstep: Class 26 contains 12428 members 
Mstep: Class 27 contains 2955 members 
Mstep: Class 28 contains 429 members 
Mstep: Class 29 contains 9349 members 
Entering Unmasked Estep 
Score: -111707336.000000 Penalty: 64704.664062
Splitting cluster 15 changes total score from -111695552.000000 to -111707336.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (95302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95302 members 
Entering Unmasked Estep 
Score: -11834902.000000 Penalty: 1863.030884
	Iteration 0F: 2 clusters Score -1.18349e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 47651 members 
Entering Unmasked Estep 
Score: -11771406.000000 Penalty: 3726.061768
	Iteration 0F: 3 clusters Score -1.177141e+07 nChanged 45441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 48262 members 
Entering Unmasked Estep 
Score: -11798099.000000 Penalty: 3726.061768
	Iteration 1F: 3 clusters Score -1.17981e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
Score: -11799339.000000 Penalty: 3726.061768
	Iteration 2Q: 3 clusters Score -1.179934e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -11801426.000000 Penalty: 3726.061768
	Iteration 3Q: 3 clusters Score -1.180143e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -11804601.000000 Penalty: 3726.061768
	Iteration 4F: 3 clusters Score -1.18046e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42018 members 
Mstep: Class 2 contains 53284 members 
Entering Unmasked Estep 
Score: -11808875.000000 Penalty: 3726.061768
	Iteration 5F: 3 clusters Score -1.180888e+07 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 55805 members 
Entering Unmasked Estep 
Score: -11813530.000000 Penalty: 3726.061768
	Iteration 6F: 3 clusters Score -1.181353e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 58356 members 
Entering Unmasked Estep 
Score: -11818556.000000 Penalty: 3726.061768
	Iteration 7F: 3 clusters Score -1.181856e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 60479 members 
Entering Unmasked Estep 
Score: -11822547.000000 Penalty: 3726.061768
	Iteration 8F: 3 clusters Score -1.182255e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 62018 members 
Entering Unmasked Estep 
Score: -11825031.000000 Penalty: 3726.061768
	Iteration 9Q: 3 clusters Score -1.182503e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 63141 members 
Entering Unmasked Estep 
Score: -11826380.000000 Penalty: 3726.061768
	Iteration 10Q: 3 clusters Score -1.182638e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 64133 members 
Entering Unmasked Estep 
Score: -11827395.000000 Penalty: 3726.061768
	Iteration 11Q: 3 clusters Score -1.18274e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 64990 members 
Entering Unmasked Estep 
Score: -11828084.000000 Penalty: 3726.061768
	Iteration 12Q: 3 clusters Score -1.182808e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 65770 members 
Entering Unmasked Estep 
Score: -11828527.000000 Penalty: 3726.061768
	Iteration 13Q: 3 clusters Score -1.182853e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 66471 members 
Entering Unmasked Estep 
Score: -11828865.000000 Penalty: 3726.061768
	Iteration 14Q: 3 clusters Score -1.182886e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 67123 members 
Entering Unmasked Estep 
Score: -11829107.000000 Penalty: 3726.061768
	Iteration 15Q: 3 clusters Score -1.182911e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 67735 members 
Entering Unmasked Estep 
Score: -11829395.000000 Penalty: 3726.061768
	Iteration 16Q: 3 clusters Score -1.18294e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 68300 members 
Entering Unmasked Estep 
Score: -11829632.000000 Penalty: 3726.061768
	Iteration 17Q: 3 clusters Score -1.182963e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 68819 members 
Entering Unmasked Estep 
Score: -11829699.000000 Penalty: 3726.061768
	Iteration 18Q: 3 clusters Score -1.18297e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 69349 members 
Entering Unmasked Estep 
Score: -11829915.000000 Penalty: 3726.061768
	Iteration 19Q: 3 clusters Score -1.182992e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 69867 members 
Entering Unmasked Estep 
Score: -11830068.000000 Penalty: 3726.061768
	Iteration 20F: 3 clusters Score -1.183007e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 70361 members 
Entering Unmasked Estep 
Score: -11830218.000000 Penalty: 3726.061768
	Iteration 21Q: 3 clusters Score -1.183022e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 70853 members 
Entering Unmasked Estep 
Score: -11830387.000000 Penalty: 3726.061768
	Iteration 22Q: 3 clusters Score -1.183039e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 71346 members 
Entering Unmasked Estep 
Score: -11830490.000000 Penalty: 3726.061768
	Iteration 23Q: 3 clusters Score -1.183049e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 71823 members 
Entering Unmasked Estep 
Score: -11830652.000000 Penalty: 3726.061768
	Iteration 24Q: 3 clusters Score -1.183065e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 72306 members 
Entering Unmasked Estep 
Score: -11830726.000000 Penalty: 3726.061768
	Iteration 25Q: 3 clusters Score -1.183073e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 72777 members 
Entering Unmasked Estep 
Score: -11830886.000000 Penalty: 3726.061768
	Iteration 26Q: 3 clusters Score -1.183089e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 73251 members 
Entering Unmasked Estep 
Score: -11831010.000000 Penalty: 3726.061768
	Iteration 27Q: 3 clusters Score -1.183101e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 73710 members 
Entering Unmasked Estep 
Score: -11831107.000000 Penalty: 3726.061768
	Iteration 28Q: 3 clusters Score -1.183111e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 74162 members 
Entering Unmasked Estep 
Score: -11831232.000000 Penalty: 3726.061768
	Iteration 29Q: 3 clusters Score -1.183123e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 74629 members 
Entering Unmasked Estep 
Score: -11831348.000000 Penalty: 3726.061768
	Iteration 30Q: 3 clusters Score -1.183135e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 75065 members 
Entering Unmasked Estep 
Score: -11831501.000000 Penalty: 3726.061768
	Iteration 31Q: 3 clusters Score -1.18315e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 75506 members 
Entering Unmasked Estep 
Score: -11831533.000000 Penalty: 3726.061768
	Iteration 32Q: 3 clusters Score -1.183153e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 75947 members 
Entering Unmasked Estep 
Score: -11831642.000000 Penalty: 3726.061768
	Iteration 33Q: 3 clusters Score -1.183164e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 76309 members 
Entering Unmasked Estep 
Score: -11831696.000000 Penalty: 3726.061768
	Iteration 34Q: 3 clusters Score -1.18317e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 76648 members 
Entering Unmasked Estep 
Score: -11831753.000000 Penalty: 3726.061768
	Iteration 35Q: 3 clusters Score -1.183175e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 76984 members 
Entering Unmasked Estep 
Score: -11831831.000000 Penalty: 3726.061768
	Iteration 36Q: 3 clusters Score -1.183183e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 77333 members 
Entering Unmasked Estep 
Score: -11831903.000000 Penalty: 3726.061768
	Iteration 37Q: 3 clusters Score -1.18319e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 77681 members 
Entering Unmasked Estep 
Score: -11831965.000000 Penalty: 3726.061768
	Iteration 38Q: 3 clusters Score -1.183196e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 78047 members 
Entering Unmasked Estep 
Score: -11832014.000000 Penalty: 3726.061768
	Iteration 39Q: 3 clusters Score -1.183201e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 78404 members 
Entering Unmasked Estep 
Score: -11832076.000000 Penalty: 3726.061768
	Iteration 40F: 3 clusters Score -1.183208e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 78768 members 
Entering Unmasked Estep 
Score: -11832114.000000 Penalty: 3726.061768
	Iteration 41Q: 3 clusters Score -1.183211e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 79149 members 
Entering Unmasked Estep 
Score: -11832195.000000 Penalty: 3726.061768
	Iteration 42Q: 3 clusters Score -1.18322e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 79533 members 
Entering Unmasked Estep 
Score: -11832266.000000 Penalty: 3726.061768
	Iteration 43Q: 3 clusters Score -1.183227e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 79893 members 
Entering Unmasked Estep 
Score: -11832323.000000 Penalty: 3726.061768
	Iteration 44Q: 3 clusters Score -1.183232e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 80222 members 
Entering Unmasked Estep 
Score: -11832314.000000 Penalty: 3726.061768
	Iteration 45Q: 3 clusters Score -1.183231e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 80534 members 
Entering Unmasked Estep 
Score: -11832339.000000 Penalty: 3726.061768
	Iteration 46Q: 3 clusters Score -1.183234e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 80820 members 
Entering Unmasked Estep 
Score: -11832363.000000 Penalty: 3726.061768
	Iteration 47Q: 3 clusters Score -1.183236e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 81124 members 
Entering Unmasked Estep 
Score: -11832391.000000 Penalty: 3726.061768
	Iteration 48Q: 3 clusters Score -1.183239e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 81445 members 
Entering Unmasked Estep 
Score: -11832433.000000 Penalty: 3726.061768
	Iteration 49Q: 3 clusters Score -1.183243e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 81787 members 
Entering Unmasked Estep 
Score: -11832498.000000 Penalty: 3726.061768
	Iteration 50Q: 3 clusters Score -1.18325e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 82116 members 
Entering Unmasked Estep 
Score: -11832533.000000 Penalty: 3726.061768
	Iteration 51Q: 3 clusters Score -1.183253e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 82478 members 
Entering Unmasked Estep 
Score: -11832595.000000 Penalty: 3726.061768
	Iteration 52Q: 3 clusters Score -1.18326e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 82812 members 
Entering Unmasked Estep 
Score: -11832642.000000 Penalty: 3726.061768
	Iteration 53Q: 3 clusters Score -1.183264e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 83139 members 
Entering Unmasked Estep 
Score: -11832721.000000 Penalty: 3726.061768
	Iteration 54Q: 3 clusters Score -1.183272e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 83440 members 
Entering Unmasked Estep 
Score: -11832761.000000 Penalty: 3726.061768
	Iteration 55Q: 3 clusters Score -1.183276e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 83744 members 
Entering Unmasked Estep 
Score: -11832801.000000 Penalty: 3726.061768
	Iteration 56Q: 3 clusters Score -1.18328e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 84062 members 
Entering Unmasked Estep 
Score: -11832859.000000 Penalty: 3726.061768
	Iteration 57Q: 3 clusters Score -1.183286e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 84364 members 
Entering Unmasked Estep 
Score: -11832896.000000 Penalty: 3726.061768
	Iteration 58Q: 3 clusters Score -1.18329e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 84655 members 
Entering Unmasked Estep 
Score: -11832950.000000 Penalty: 3726.061768
	Iteration 59Q: 3 clusters Score -1.183295e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 84928 members 
Entering Unmasked Estep 
Score: -11832974.000000 Penalty: 3726.061768
	Iteration 60F: 3 clusters Score -1.183297e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 85177 members 
Entering Unmasked Estep 
Score: -11833020.000000 Penalty: 3726.061768
	Iteration 61Q: 3 clusters Score -1.183302e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 85437 members 
Entering Unmasked Estep 
Score: -11833070.000000 Penalty: 3726.061768
	Iteration 62Q: 3 clusters Score -1.183307e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 85718 members 
Entering Unmasked Estep 
Score: -11833095.000000 Penalty: 3726.061768
	Iteration 63Q: 3 clusters Score -1.18331e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 86021 members 
Entering Unmasked Estep 
Score: -11833141.000000 Penalty: 3726.061768
	Iteration 64Q: 3 clusters Score -1.183314e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 86323 members 
Entering Unmasked Estep 
Score: -11833173.000000 Penalty: 3726.061768
	Iteration 65Q: 3 clusters Score -1.183317e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 86602 members 
Entering Unmasked Estep 
Score: -11833206.000000 Penalty: 3726.061768
	Iteration 66Q: 3 clusters Score -1.183321e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 86869 members 
Entering Unmasked Estep 
Score: -11833258.000000 Penalty: 3726.061768
	Iteration 67Q: 3 clusters Score -1.183326e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 87106 members 
Entering Unmasked Estep 
Score: -11833300.000000 Penalty: 3726.061768
	Iteration 68Q: 3 clusters Score -1.18333e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 87337 members 
Entering Unmasked Estep 
Score: -11833367.000000 Penalty: 3726.061768
	Iteration 69Q: 3 clusters Score -1.183337e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 87544 members 
Entering Unmasked Estep 
Score: -11833404.000000 Penalty: 3726.061768
	Iteration 70Q: 3 clusters Score -1.18334e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 87744 members 
Entering Unmasked Estep 
Score: -11833430.000000 Penalty: 3726.061768
	Iteration 71Q: 3 clusters Score -1.183343e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 87920 members 
Entering Unmasked Estep 
Score: -11833440.000000 Penalty: 3726.061768
	Iteration 72Q: 3 clusters Score -1.183344e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 88096 members 
Entering Unmasked Estep 
Score: -11833453.000000 Penalty: 3726.061768
	Iteration 73Q: 3 clusters Score -1.183345e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 88262 members 
Entering Unmasked Estep 
Score: -11833493.000000 Penalty: 3726.061768
	Iteration 74Q: 3 clusters Score -1.183349e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 88403 members 
Entering Unmasked Estep 
Score: -11833517.000000 Penalty: 3726.061768
	Iteration 75Q: 3 clusters Score -1.183352e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 88564 members 
Entering Unmasked Estep 
Score: -11833580.000000 Penalty: 3726.061768
	Iteration 76Q: 3 clusters Score -1.183358e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 88734 members 
Entering Unmasked Estep 
Score: -11833572.000000 Penalty: 3726.061768
	Iteration 77Q: 3 clusters Score -1.183357e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 88888 members 
Entering Unmasked Estep 
Score: -11833551.000000 Penalty: 3726.061768
	Iteration 78Q: 3 clusters Score -1.183355e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 89051 members 
Entering Unmasked Estep 
Score: -11833584.000000 Penalty: 3726.061768
	Iteration 79Q: 3 clusters Score -1.183358e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 89227 members 
Entering Unmasked Estep 
Score: -11833612.000000 Penalty: 3726.061768
	Iteration 80F: 3 clusters Score -1.183361e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 89385 members 
Entering Unmasked Estep 
Score: -11833672.000000 Penalty: 3726.061768
	Iteration 81Q: 3 clusters Score -1.183367e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 89534 members 
Entering Unmasked Estep 
Score: -11833713.000000 Penalty: 3726.061768
	Iteration 82Q: 3 clusters Score -1.183371e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 89695 members 
Entering Unmasked Estep 
Score: -11833749.000000 Penalty: 3726.061768
	Iteration 83Q: 3 clusters Score -1.183375e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 89843 members 
Entering Unmasked Estep 
Score: -11833794.000000 Penalty: 3726.061768
	Iteration 84Q: 3 clusters Score -1.183379e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 89965 members 
Entering Unmasked Estep 
Score: -11833841.000000 Penalty: 3726.061768
	Iteration 85Q: 3 clusters Score -1.183384e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 90085 members 
Entering Unmasked Estep 
Score: -11833863.000000 Penalty: 3726.061768
	Iteration 86Q: 3 clusters Score -1.183386e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 90207 members 
Entering Unmasked Estep 
Score: -11833885.000000 Penalty: 3726.061768
	Iteration 87Q: 3 clusters Score -1.183388e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 90310 members 
Entering Unmasked Estep 
Score: -11833894.000000 Penalty: 3726.061768
	Iteration 88Q: 3 clusters Score -1.183389e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 90403 members 
Entering Unmasked Estep 
Score: -11833936.000000 Penalty: 3726.061768
	Iteration 89Q: 3 clusters Score -1.183394e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 90487 members 
Entering Unmasked Estep 
Score: -11833950.000000 Penalty: 3726.061768
	Iteration 90Q: 3 clusters Score -1.183395e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 90562 members 
Entering Unmasked Estep 
Score: -11833948.000000 Penalty: 3726.061768
	Iteration 91Q: 3 clusters Score -1.183395e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 90631 members 
Entering Unmasked Estep 
Score: -11833947.000000 Penalty: 3726.061768
	Iteration 92Q: 3 clusters Score -1.183395e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 90701 members 
Entering Unmasked Estep 
Score: -11833961.000000 Penalty: 3726.061768
	Iteration 93Q: 3 clusters Score -1.183396e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 90782 members 
Entering Unmasked Estep 
Score: -11833992.000000 Penalty: 3726.061768
	Iteration 94Q: 3 clusters Score -1.183399e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 90853 members 
Entering Unmasked Estep 
Score: -11833968.000000 Penalty: 3726.061768
	Iteration 95Q: 3 clusters Score -1.183397e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 90923 members 
Entering Unmasked Estep 
Score: -11833981.000000 Penalty: 3726.061768
	Iteration 96Q: 3 clusters Score -1.183398e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 90995 members 
Entering Unmasked Estep 
Score: -11833999.000000 Penalty: 3726.061768
	Iteration 97Q: 3 clusters Score -1.1834e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 91056 members 
Entering Unmasked Estep 
Score: -11834001.000000 Penalty: 3726.061768
	Iteration 98Q: 3 clusters Score -1.1834e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 91108 members 
Entering Unmasked Estep 
Score: -11834016.000000 Penalty: 3726.061768
	Iteration 99Q: 3 clusters Score -1.183402e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 91153 members 
Entering Unmasked Estep 
Score: -11834015.000000 Penalty: 3726.061768
	Iteration 100F: 3 clusters Score -1.183402e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 91200 members 
Entering Unmasked Estep 
Score: -11834015.000000 Penalty: 3726.061768
	Iteration 101Q: 3 clusters Score -1.183402e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 91237 members 
Entering Unmasked Estep 
Score: -11834026.000000 Penalty: 3726.061768
	Iteration 102Q: 3 clusters Score -1.183403e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 91277 members 
Entering Unmasked Estep 
Score: -11834040.000000 Penalty: 3726.061768
	Iteration 103Q: 3 clusters Score -1.183404e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 91321 members 
Entering Unmasked Estep 
Score: -11834020.000000 Penalty: 3726.061768
	Iteration 104Q: 3 clusters Score -1.183402e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 91381 members 
Entering Unmasked Estep 
Score: -11834053.000000 Penalty: 3726.061768
	Iteration 105Q: 3 clusters Score -1.183405e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 91450 members 
Entering Unmasked Estep 
Score: -11834065.000000 Penalty: 3726.061768
	Iteration 106Q: 3 clusters Score -1.183406e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 91519 members 
Entering Unmasked Estep 
Score: -11834068.000000 Penalty: 3726.061768
	Iteration 107Q: 3 clusters Score -1.183407e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 91588 members 
Entering Unmasked Estep 
Score: -11834094.000000 Penalty: 3726.061768
	Iteration 108Q: 3 clusters Score -1.183409e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 91672 members 
Entering Unmasked Estep 
Score: -11834135.000000 Penalty: 3726.061768
	Iteration 109Q: 3 clusters Score -1.183414e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 91762 members 
Entering Unmasked Estep 
Score: -11834147.000000 Penalty: 3726.061768
	Iteration 110Q: 3 clusters Score -1.183415e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 91856 members 
Entering Unmasked Estep 
Score: -11834191.000000 Penalty: 3726.061768
	Iteration 111Q: 3 clusters Score -1.183419e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 91944 members 
Entering Unmasked Estep 
Score: -11834200.000000 Penalty: 3726.061768
	Iteration 112Q: 3 clusters Score -1.18342e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 92011 members 
Entering Unmasked Estep 
Score: -11834210.000000 Penalty: 3726.061768
	Iteration 113Q: 3 clusters Score -1.183421e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 92072 members 
Entering Unmasked Estep 
Score: -11834252.000000 Penalty: 3726.061768
	Iteration 114Q: 3 clusters Score -1.183425e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 92123 members 
Entering Unmasked Estep 
Score: -11834255.000000 Penalty: 3726.061768
	Iteration 115Q: 3 clusters Score -1.183426e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 92183 members 
Entering Unmasked Estep 
Score: -11834271.000000 Penalty: 3726.061768
	Iteration 116Q: 3 clusters Score -1.183427e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 92234 members 
Entering Unmasked Estep 
Score: -11834301.000000 Penalty: 3726.061768
	Iteration 117Q: 3 clusters Score -1.18343e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 92276 members 
Entering Unmasked Estep 
Score: -11834315.000000 Penalty: 3726.061768
	Iteration 118Q: 3 clusters Score -1.183432e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 92307 members 
Entering Unmasked Estep 
Score: -11834324.000000 Penalty: 3726.061768
	Iteration 119Q: 3 clusters Score -1.183432e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 92336 members 
Entering Unmasked Estep 
Score: -11834340.000000 Penalty: 3726.061768
	Iteration 120F: 3 clusters Score -1.183434e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 92361 members 
Entering Unmasked Estep 
Score: -11834329.000000 Penalty: 3726.061768
	Iteration 121Q: 3 clusters Score -1.183433e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 92382 members 
Entering Unmasked Estep 
Score: -11834353.000000 Penalty: 3726.061768
	Iteration 122Q: 3 clusters Score -1.183435e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 92406 members 
Entering Unmasked Estep 
Score: -11834373.000000 Penalty: 3726.061768
	Iteration 123Q: 3 clusters Score -1.183437e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 92422 members 
Entering Unmasked Estep 
Score: -11834373.000000 Penalty: 3726.061768
	Iteration 124Q: 3 clusters Score -1.183437e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 92441 members 
Entering Unmasked Estep 
Score: -11834377.000000 Penalty: 3726.061768
	Iteration 125Q: 3 clusters Score -1.183438e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 92456 members 
Entering Unmasked Estep 
Score: -11834378.000000 Penalty: 3726.061768
	Iteration 126Q: 3 clusters Score -1.183438e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 92469 members 
Entering Unmasked Estep 
Score: -11834367.000000 Penalty: 3726.061768
	Iteration 127Q: 3 clusters Score -1.183437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 92475 members 
Entering Unmasked Estep 
Score: -11834371.000000 Penalty: 3726.061768
	Iteration 128Q: 3 clusters Score -1.183437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 92481 members 
Entering Unmasked Estep 
Score: -11834380.000000 Penalty: 3726.061768
	Iteration 129Q: 3 clusters Score -1.183438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 92482 members 
Entering Unmasked Estep 
Score: -11834377.000000 Penalty: 3726.061768
	Iteration 130Q: 3 clusters Score -1.183438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 92484 members 
Entering Unmasked Estep 
Score: -11834373.000000 Penalty: 3726.061768
	Iteration 131Q: 3 clusters Score -1.183437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 92486 members 
Entering Unmasked Estep 
Score: -11834379.000000 Penalty: 3726.061768
	Iteration 132Q: 3 clusters Score -1.183438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 92489 members 
Entering Unmasked Estep 
Score: -11834383.000000 Penalty: 3726.061768
	Iteration 133Q: 3 clusters Score -1.183438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 92490 members 
Entering Unmasked Estep 
Score: -11834381.000000 Penalty: 3726.061768
	Iteration 134Q: 3 clusters Score -1.183438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 92490 members 
Entering Unmasked Estep 
Score: -11834381.000000 Penalty: 3726.061768
	Iteration 135F: 3 clusters Score -1.183438e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (86843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86843 members 
Entering Unmasked Estep 
Score: -10574520.000000 Penalty: 1847.926758
	Iteration 0F: 2 clusters Score -1.057452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -10516555.000000 Penalty: 3695.853516
	Iteration 0F: 3 clusters Score -1.051656e+07 nChanged 41484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -10541336.000000 Penalty: 3695.853516
	Iteration 1F: 3 clusters Score -1.054134e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -10542685.000000 Penalty: 3695.853516
	Iteration 2Q: 3 clusters Score -1.054268e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -10544075.000000 Penalty: 3695.853516
	Iteration 3Q: 3 clusters Score -1.054408e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -10546142.000000 Penalty: 3695.853516
	Iteration 4Q: 3 clusters Score -1.054614e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -10548922.000000 Penalty: 3695.853516
	Iteration 5F: 3 clusters Score -1.054892e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47669 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -10552484.000000 Penalty: 3695.853516
	Iteration 6F: 3 clusters Score -1.055248e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48183 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -10557157.000000 Penalty: 3695.853516
	Iteration 7F: 3 clusters Score -1.055716e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -10561730.000000 Penalty: 3695.853516
	Iteration 8F: 3 clusters Score -1.056173e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -10565747.000000 Penalty: 3695.853516
	Iteration 9F: 3 clusters Score -1.056575e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48895 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -10569148.000000 Penalty: 3695.853516
	Iteration 10Q: 3 clusters Score -1.056915e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -10572978.000000 Penalty: 3695.853516
	Iteration 11Q: 3 clusters Score -1.057298e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48600 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -10577298.000000 Penalty: 3695.853516
	Iteration 12Q: 3 clusters Score -1.05773e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47645 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -10581016.000000 Penalty: 3695.853516
	Iteration 13Q: 3 clusters Score -1.058102e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -10582360.000000 Penalty: 3695.853516
	Iteration 14Q: 3 clusters Score -1.058236e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46705 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -10582631.000000 Penalty: 3695.853516
	Iteration 15Q: 3 clusters Score -1.058263e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -10582637.000000 Penalty: 3695.853516
	Iteration 16Q: 3 clusters Score -1.058264e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -10582668.000000 Penalty: 3695.853516
	Iteration 17Q: 3 clusters Score -1.058267e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -10582660.000000 Penalty: 3695.853516
	Iteration 18Q: 3 clusters Score -1.058266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -10582650.000000 Penalty: 3695.853516
	Iteration 19Q: 3 clusters Score -1.058265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46662 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -10582645.000000 Penalty: 3695.853516
	Iteration 20F: 3 clusters Score -1.058264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -10582647.000000 Penalty: 3695.853516
	Iteration 21Q: 3 clusters Score -1.058265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -10582648.000000 Penalty: 3695.853516
	Iteration 22Q: 3 clusters Score -1.058265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -10582651.000000 Penalty: 3695.853516
	Iteration 23Q: 3 clusters Score -1.058265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -10582644.000000 Penalty: 3695.853516
	Iteration 24Q: 3 clusters Score -1.058264e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -10582644.000000 Penalty: 3695.853516
	Iteration 25F: 3 clusters Score -1.058264e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 106118 members 
Mstep: Class 2 contains 12192 members 
Mstep: Class 3 contains 5452 members 
Mstep: Class 4 contains 103734 members 
Mstep: Class 5 contains 1578 members 
Mstep: Class 6 contains 1862 members 
Mstep: Class 7 contains 6339 members 
Mstep: Class 8 contains 8855 members 
Mstep: Class 9 contains 101515 members 
Mstep: Class 10 contains 7873 members 
Mstep: Class 11 contains 101758 members 
Mstep: Class 12 contains 97038 members 
Mstep: Class 13 contains 97013 members 
Mstep: Class 14 contains 1251 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 16 contains 95302 members 
Mstep: Class 17 contains 46657 members 
Mstep: Class 18 contains 21849 members 
Mstep: Class 19 contains 19863 members 
Mstep: Class 20 contains 2085 members 
Mstep: Class 21 contains 5585 members 
Mstep: Class 22 contains 1210 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 707 members 
Mstep: Class 25 contains 3527 members 
Mstep: Class 26 contains 12428 members 
Mstep: Class 27 contains 2955 members 
Mstep: Class 28 contains 429 members 
Mstep: Class 29 contains 9349 members 
Mstep: Class 30 contains 40186 members 
Entering Unmasked Estep 
Score: -111715368.000000 Penalty: 66935.859375
Splitting cluster 17 changes total score from -111695552.000000 to -111715368.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 18 (21849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Entering Unmasked Estep 
Score: -2714702.000000 Penalty: 1623.685425
	Iteration 0F: 2 clusters Score -2714702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2699748.750000 Penalty: 3247.370850
	Iteration 0F: 3 clusters Score -2699749 nChanged 9953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2705220.750000 Penalty: 3247.370850
	Iteration 1F: 3 clusters Score -2705221 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2705633.000000 Penalty: 3247.370850
	Iteration 2Q: 3 clusters Score -2705633 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -2706054.250000 Penalty: 3247.370850
	Iteration 3Q: 3 clusters Score -2706054 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2706510.750000 Penalty: 3247.370850
	Iteration 4Q: 3 clusters Score -2706511 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2707058.750000 Penalty: 3247.370850
	Iteration 5Q: 3 clusters Score -2707059 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2707737.500000 Penalty: 3247.370850
	Iteration 6F: 3 clusters Score -2707738 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2708597.000000 Penalty: 3247.370850
	Iteration 7F: 3 clusters Score -2708597 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2709739.000000 Penalty: 3247.370850
	Iteration 8F: 3 clusters Score -2709739 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2710914.000000 Penalty: 3247.370850
	Iteration 9F: 3 clusters Score -2710914 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2711997.500000 Penalty: 3247.370850
	Iteration 10F: 3 clusters Score -2711998 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2712796.500000 Penalty: 3247.370850
	Iteration 11Q: 3 clusters Score -2712796 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2713342.500000 Penalty: 3247.370850
	Iteration 12Q: 3 clusters Score -2713342 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2713601.250000 Penalty: 3247.370850
	Iteration 13Q: 3 clusters Score -2713601 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2713694.500000 Penalty: 3247.370850
	Iteration 14Q: 3 clusters Score -2713694 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2713745.250000 Penalty: 3247.370850
	Iteration 15Q: 3 clusters Score -2713745 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2713776.500000 Penalty: 3247.370850
	Iteration 16Q: 3 clusters Score -2713776 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2713800.000000 Penalty: 3247.370850
	Iteration 17Q: 3 clusters Score -2713800 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2713812.250000 Penalty: 3247.370850
	Iteration 18Q: 3 clusters Score -2713812 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2713826.500000 Penalty: 3247.370850
	Iteration 19Q: 3 clusters Score -2713826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2713837.750000 Penalty: 3247.370850
	Iteration 20F: 3 clusters Score -2713838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2713841.500000 Penalty: 3247.370850
	Iteration 21Q: 3 clusters Score -2713842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2713848.750000 Penalty: 3247.370850
	Iteration 22Q: 3 clusters Score -2713849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2713853.250000 Penalty: 3247.370850
	Iteration 23Q: 3 clusters Score -2713853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2713855.750000 Penalty: 3247.370850
	Iteration 24Q: 3 clusters Score -2713856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2713857.750000 Penalty: 3247.370850
	Iteration 25Q: 3 clusters Score -2713858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2713863.500000 Penalty: 3247.370850
	Iteration 26Q: 3 clusters Score -2713864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2713867.000000 Penalty: 3247.370850
	Iteration 27Q: 3 clusters Score -2713867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2713873.250000 Penalty: 3247.370850
	Iteration 28Q: 3 clusters Score -2713873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2713870.250000 Penalty: 3247.370850
	Iteration 29Q: 3 clusters Score -2713870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2713872.250000 Penalty: 3247.370850
	Iteration 30Q: 3 clusters Score -2713872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2713873.250000 Penalty: 3247.370850
	Iteration 31Q: 3 clusters Score -2713873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2713873.500000 Penalty: 3247.370850
	Iteration 32Q: 3 clusters Score -2713874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2713870.750000 Penalty: 3247.370850
	Iteration 33Q: 3 clusters Score -2713871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2713876.500000 Penalty: 3247.370850
	Iteration 34Q: 3 clusters Score -2713876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2713882.250000 Penalty: 3247.370850
	Iteration 35Q: 3 clusters Score -2713882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2713888.250000 Penalty: 3247.370850
	Iteration 36Q: 3 clusters Score -2713888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2713886.250000 Penalty: 3247.370850
	Iteration 37Q: 3 clusters Score -2713886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2713892.500000 Penalty: 3247.370850
	Iteration 38Q: 3 clusters Score -2713892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2713896.500000 Penalty: 3247.370850
	Iteration 39Q: 3 clusters Score -2713896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2713898.000000 Penalty: 3247.370850
	Iteration 40F: 3 clusters Score -2713898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2713894.750000 Penalty: 3247.370850
	Iteration 41Q: 3 clusters Score -2713895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2713899.000000 Penalty: 3247.370850
	Iteration 42Q: 3 clusters Score -2713899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2713903.750000 Penalty: 3247.370850
	Iteration 43Q: 3 clusters Score -2713904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2713901.750000 Penalty: 3247.370850
	Iteration 44Q: 3 clusters Score -2713902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2713902.500000 Penalty: 3247.370850
	Iteration 45Q: 3 clusters Score -2713902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2713905.250000 Penalty: 3247.370850
	Iteration 46Q: 3 clusters Score -2713905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2713904.250000 Penalty: 3247.370850
	Iteration 47Q: 3 clusters Score -2713904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2713905.250000 Penalty: 3247.370850
	Iteration 48Q: 3 clusters Score -2713905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2713905.250000 Penalty: 3247.370850
	Iteration 49F: 3 clusters Score -2713905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Entering Unmasked Estep 
Score: -2368717.250000 Penalty: 1608.199829
	Iteration 0F: 2 clusters Score -2368717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -2355261.250000 Penalty: 3216.399658
	Iteration 0F: 3 clusters Score -2355261 nChanged 8885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2360453.500000 Penalty: 3216.399658
	Iteration 1F: 3 clusters Score -2360454 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2361845.250000 Penalty: 3216.399658
	Iteration 2F: 3 clusters Score -2361845 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2364026.250000 Penalty: 3216.399658
	Iteration 3F: 3 clusters Score -2364026 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2366295.750000 Penalty: 3216.399658
	Iteration 4F: 3 clusters Score -2366296 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2367838.500000 Penalty: 3216.399658
	Iteration 5F: 3 clusters Score -2367838 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2368588.750000 Penalty: 3216.399658
	Iteration 6F: 3 clusters Score -2368589 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -2368893.500000 Penalty: 3216.399658
	Iteration 7Q: 3 clusters Score -2368894 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2369051.750000 Penalty: 3216.399658
	Iteration 8Q: 3 clusters Score -2369052 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2369144.000000 Penalty: 3216.399658
	Iteration 9Q: 3 clusters Score -2369144 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2369231.000000 Penalty: 3216.399658
	Iteration 10Q: 3 clusters Score -2369231 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -2369291.750000 Penalty: 3216.399658
	Iteration 11Q: 3 clusters Score -2369292 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2369345.750000 Penalty: 3216.399658
	Iteration 12Q: 3 clusters Score -2369346 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -2369373.500000 Penalty: 3216.399658
	Iteration 13Q: 3 clusters Score -2369374 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -2369391.250000 Penalty: 3216.399658
	Iteration 14Q: 3 clusters Score -2369391 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2369416.750000 Penalty: 3216.399658
	Iteration 15Q: 3 clusters Score -2369417 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -2369431.500000 Penalty: 3216.399658
	Iteration 16Q: 3 clusters Score -2369432 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2369454.750000 Penalty: 3216.399658
	Iteration 17Q: 3 clusters Score -2369455 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2369461.750000 Penalty: 3216.399658
	Iteration 18Q: 3 clusters Score -2369462 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -2369469.500000 Penalty: 3216.399658
	Iteration 19Q: 3 clusters Score -2369470 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2369476.750000 Penalty: 3216.399658
	Iteration 20F: 3 clusters Score -2369477 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2369481.000000 Penalty: 3216.399658
	Iteration 21Q: 3 clusters Score -2369481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2369485.250000 Penalty: 3216.399658
	Iteration 22Q: 3 clusters Score -2369485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2369483.250000 Penalty: 3216.399658
	Iteration 23Q: 3 clusters Score -2369483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2369484.000000 Penalty: 3216.399658
	Iteration 24Q: 3 clusters Score -2369484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2369482.250000 Penalty: 3216.399658
	Iteration 25Q: 3 clusters Score -2369482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2369483.500000 Penalty: 3216.399658
	Iteration 26Q: 3 clusters Score -2369484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2369488.250000 Penalty: 3216.399658
	Iteration 27Q: 3 clusters Score -2369488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2369490.250000 Penalty: 3216.399658
	Iteration 28Q: 3 clusters Score -2369490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2369491.000000 Penalty: 3216.399658
	Iteration 29Q: 3 clusters Score -2369491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2369491.750000 Penalty: 3216.399658
	Iteration 30Q: 3 clusters Score -2369492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -2369494.750000 Penalty: 3216.399658
	Iteration 31Q: 3 clusters Score -2369495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2369494.000000 Penalty: 3216.399658
	Iteration 32Q: 3 clusters Score -2369494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2369495.500000 Penalty: 3216.399658
	Iteration 33Q: 3 clusters Score -2369496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2369496.500000 Penalty: 3216.399658
	Iteration 34Q: 3 clusters Score -2369496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2369499.250000 Penalty: 3216.399658
	Iteration 35Q: 3 clusters Score -2369499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2369500.500000 Penalty: 3216.399658
	Iteration 36Q: 3 clusters Score -2369500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -2369499.500000 Penalty: 3216.399658
	Iteration 37Q: 3 clusters Score -2369500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -2369499.500000 Penalty: 3216.399658
	Iteration 38F: 3 clusters Score -2369500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 106118 members 
Mstep: Class 2 contains 12192 members 
Mstep: Class 3 contains 5452 members 
Mstep: Class 4 contains 103734 members 
Mstep: Class 5 contains 1578 members 
Mstep: Class 6 contains 1862 members 
Mstep: Class 7 contains 6339 members 
Mstep: Class 8 contains 8855 members 
Mstep: Class 9 contains 101515 members 
Mstep: Class 10 contains 7873 members 
Mstep: Class 11 contains 101758 members 
Mstep: Class 12 contains 97038 members 
Mstep: Class 13 contains 97013 members 
Mstep: Class 14 contains 1251 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 16 contains 95302 members 
Mstep: Class 17 contains 46657 members 
Mstep: Class 18 contains 21849 members 
Mstep: Class 19 contains 1857 members 
Mstep: Class 20 contains 2085 members 
Mstep: Class 21 contains 5585 members 
Mstep: Class 22 contains 1210 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 707 members 
Mstep: Class 25 contains 3527 members 
Mstep: Class 26 contains 12428 members 
Mstep: Class 27 contains 2955 members 
Mstep: Class 28 contains 429 members 
Mstep: Class 29 contains 9349 members 
Mstep: Class 30 contains 40186 members 
Mstep: Class 31 contains 18006 members 
Entering Unmasked Estep 
Score: -111715000.000000 Penalty: 69167.054688
Splitting cluster 19 changes total score from -111695552.000000 to -111715000.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 20 (2085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Entering Unmasked Estep 
Score: -220493.609375 Penalty: 1241.910156
	Iteration 0F: 2 clusters Score -220493.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -218420.796875 Penalty: 2483.820312
	Iteration 0F: 3 clusters Score -218420.8 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -219091.546875 Penalty: 2483.820312
	Iteration 1F: 3 clusters Score -219091.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -219336.890625 Penalty: 2483.820312
	Iteration 2F: 3 clusters Score -219336.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -219517.203125 Penalty: 2483.820312
	Iteration 3F: 3 clusters Score -219517.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -219670.843750 Penalty: 2483.820312
	Iteration 4F: 3 clusters Score -219670.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -219846.000000 Penalty: 2483.820312
	Iteration 5F: 3 clusters Score -219846 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -220059.890625 Penalty: 2483.820312
	Iteration 6F: 3 clusters Score -220059.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -220494.312500 Penalty: 2483.820312
	Iteration 7F: 3 clusters Score -220494.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -220929.875000 Penalty: 2483.820312
	Iteration 8F: 3 clusters Score -220929.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -221255.468750 Penalty: 2483.820312
	Iteration 9F: 3 clusters Score -221255.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -221447.515625 Penalty: 2483.820312
	Iteration 10Q: 3 clusters Score -221447.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -221526.171875 Penalty: 2483.820312
	Iteration 11Q: 3 clusters Score -221526.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -221555.046875 Penalty: 2483.820312
	Iteration 12Q: 3 clusters Score -221555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -221575.125000 Penalty: 2483.820312
	Iteration 13Q: 3 clusters Score -221575.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -221589.687500 Penalty: 2483.820312
	Iteration 14Q: 3 clusters Score -221589.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -221603.359375 Penalty: 2483.820312
	Iteration 15Q: 3 clusters Score -221603.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -221609.937500 Penalty: 2483.820312
	Iteration 16Q: 3 clusters Score -221609.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -221614.453125 Penalty: 2483.820312
	Iteration 17Q: 3 clusters Score -221614.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -221622.078125 Penalty: 2483.820312
	Iteration 18Q: 3 clusters Score -221622.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -221627.562500 Penalty: 2483.820312
	Iteration 19Q: 3 clusters Score -221627.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -221633.781250 Penalty: 2483.820312
	Iteration 20F: 3 clusters Score -221633.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -221636.046875 Penalty: 2483.820312
	Iteration 21Q: 3 clusters Score -221636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -221638.515625 Penalty: 2483.820312
	Iteration 22Q: 3 clusters Score -221638.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -221643.765625 Penalty: 2483.820312
	Iteration 23Q: 3 clusters Score -221643.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -221644.250000 Penalty: 2483.820312
	Iteration 24Q: 3 clusters Score -221644.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -221644.203125 Penalty: 2483.820312
	Iteration 25Q: 3 clusters Score -221644.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -221644.203125 Penalty: 2483.820312
	Iteration 26F: 3 clusters Score -221644.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 106118 members 
Mstep: Class 2 contains 12192 members 
Mstep: Class 3 contains 5452 members 
Mstep: Class 4 contains 103734 members 
Mstep: Class 5 contains 1578 members 
Mstep: Class 6 contains 1862 members 
Mstep: Class 7 contains 6339 members 
Mstep: Class 8 contains 8855 members 
Mstep: Class 9 contains 101515 members 
Mstep: Class 10 contains 7873 members 
Mstep: Class 11 contains 101758 members 
Mstep: Class 12 contains 97038 members 
Mstep: Class 13 contains 97013 members 
Mstep: Class 14 contains 1251 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 16 contains 95302 members 
Mstep: Class 17 contains 46657 members 
Mstep: Class 18 contains 21849 members 
Mstep: Class 19 contains 1857 members 
Mstep: Class 20 contains 598 members 
Mstep: Class 21 contains 5585 members 
Mstep: Class 22 contains 1210 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 707 members 
Mstep: Class 25 contains 3527 members 
Mstep: Class 26 contains 12428 members 
Mstep: Class 27 contains 2955 members 
Mstep: Class 28 contains 429 members 
Mstep: Class 29 contains 9349 members 
Mstep: Class 30 contains 40186 members 
Mstep: Class 31 contains 18006 members 
Mstep: Class 32 contains 1487 members 
Entering Unmasked Estep 
Score: -111714992.000000 Penalty: 71398.250000
Splitting cluster 20 changes total score from -111695552.000000 to -111714992.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 22 (1210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Entering Unmasked Estep 
Score: -82157.898438 Penalty: 1153.486084
	Iteration 0F: 2 clusters Score -82157.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -81145.296875 Penalty: 2306.972168
	Iteration 0F: 3 clusters Score -81145.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -84179.226562 Penalty: 2306.972168
	Iteration 1F: 3 clusters Score -84179.23 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -85807.945312 Penalty: 2306.972168
	Iteration 2F: 3 clusters Score -85807.95 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -86345.062500 Penalty: 2306.972168
	Iteration 3Q: 3 clusters Score -86345.06 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -86603.976562 Penalty: 2306.972168
	Iteration 4Q: 3 clusters Score -86603.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -86683.218750 Penalty: 2306.972168
	Iteration 5Q: 3 clusters Score -86683.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -86734.750000 Penalty: 2306.972168
	Iteration 6Q: 3 clusters Score -86734.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -86773.187500 Penalty: 2306.972168
	Iteration 7Q: 3 clusters Score -86773.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -86817.773438 Penalty: 2306.972168
	Iteration 8Q: 3 clusters Score -86817.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -86877.843750 Penalty: 2306.972168
	Iteration 9Q: 3 clusters Score -86877.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -86927.523438 Penalty: 2306.972168
	Iteration 10Q: 3 clusters Score -86927.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -87006.031250 Penalty: 2306.972168
	Iteration 11Q: 3 clusters Score -87006.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -87136.484375 Penalty: 2306.972168
	Iteration 12Q: 3 clusters Score -87136.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -87296.039062 Penalty: 2306.972168
	Iteration 13Q: 3 clusters Score -87296.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -87393.804688 Penalty: 2306.972168
	Iteration 14Q: 3 clusters Score -87393.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -87455.070312 Penalty: 2306.972168
	Iteration 15Q: 3 clusters Score -87455.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -87480.320312 Penalty: 2306.972168
	Iteration 16Q: 3 clusters Score -87480.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -87487.046875 Penalty: 2306.972168
	Iteration 17Q: 3 clusters Score -87487.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -87495.304688 Penalty: 2306.972168
	Iteration 18Q: 3 clusters Score -87495.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -87496.187500 Penalty: 2306.972168
	Iteration 19Q: 3 clusters Score -87496.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -87591.859375 Penalty: 2306.972168
	Iteration 20F: 3 clusters Score -87591.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -87849.820312 Penalty: 2306.972168
	Iteration 21Q: 3 clusters Score -87849.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -88043.000000 Penalty: 2306.972168
	Iteration 22Q: 3 clusters Score -88043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -88142.984375 Penalty: 2306.972168
	Iteration 23Q: 3 clusters Score -88142.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -88164.523438 Penalty: 2306.972168
	Iteration 24Q: 3 clusters Score -88164.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -88175.843750 Penalty: 2306.972168
	Iteration 25Q: 3 clusters Score -88175.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -88196.476562 Penalty: 2306.972168
	Iteration 26Q: 3 clusters Score -88196.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -88216.968750 Penalty: 2306.972168
	Iteration 27Q: 3 clusters Score -88216.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -88221.539062 Penalty: 2306.972168
	Iteration 28Q: 3 clusters Score -88221.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -88222.914062 Penalty: 2306.972168
	Iteration 29Q: 3 clusters Score -88222.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -88222.914062 Penalty: 2306.972168
	Iteration 30F: 3 clusters Score -88222.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 106118 members 
Mstep: Class 2 contains 12192 members 
Mstep: Class 3 contains 5452 members 
Mstep: Class 4 contains 103734 members 
Mstep: Class 5 contains 1578 members 
Mstep: Class 6 contains 1862 members 
Mstep: Class 7 contains 6339 members 
Mstep: Class 8 contains 8855 members 
Mstep: Class 9 contains 101515 members 
Mstep: Class 10 contains 7873 members 
Mstep: Class 11 contains 101758 members 
Mstep: Class 12 contains 97038 members 
Mstep: Class 13 contains 97013 members 
Mstep: Class 14 contains 1251 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 16 contains 95302 members 
Mstep: Class 17 contains 46657 members 
Mstep: Class 18 contains 21849 members 
Mstep: Class 19 contains 1857 members 
Mstep: Class 20 contains 598 members 
Mstep: Class 21 contains 5585 members 
Mstep: Class 22 contains 638 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 707 members 
Mstep: Class 25 contains 3527 members 
Mstep: Class 26 contains 12428 members 
Mstep: Class 27 contains 2955 members 
Mstep: Class 28 contains 429 members 
Mstep: Class 29 contains 9349 members 
Mstep: Class 30 contains 40186 members 
Mstep: Class 31 contains 18006 members 
Mstep: Class 32 contains 1487 members 
Mstep: Class 33 contains 572 members 
Entering Unmasked Estep 
Score: -111720096.000000 Penalty: 73629.445312
Splitting cluster 22 changes total score from -111695552.000000 to -111720096.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 106118 members 
Mstep: Class 2 contains 12192 members 
Mstep: Class 3 contains 5452 members 
Mstep: Class 4 contains 103734 members 
Mstep: Class 5 contains 1578 members 
Mstep: Class 6 contains 1862 members 
Mstep: Class 7 contains 6339 members 
Mstep: Class 8 contains 8855 members 
Mstep: Class 9 contains 101515 members 
Mstep: Class 10 contains 7873 members 
Mstep: Class 11 contains 101758 members 
Mstep: Class 12 contains 97038 members 
Mstep: Class 13 contains 97013 members 
Mstep: Class 14 contains 1251 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 16 contains 95302 members 
Mstep: Class 17 contains 46657 members 
Mstep: Class 18 contains 21849 members 
Mstep: Class 19 contains 1857 members 
Mstep: Class 20 contains 598 members 
Mstep: Class 22 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111732584.000000 Penalty: 73629.445312
Iteration 39Q: 34 clusters Score -1.117326e+08 nChanged 24096
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 107891 members 
Mstep: Class 2 contains 12350 members 
Mstep: Class 3 contains 5975 members 
Mstep: Class 4 contains 104900 members 
Mstep: Class 5 contains 1484 members 
Mstep: Class 6 contains 1740 members 
Mstep: Class 7 contains 6340 members 
Mstep: Class 8 contains 9079 members 
Mstep: Class 9 contains 102967 members 
Mstep: Class 10 contains 8110 members 
Mstep: Class 11 contains 103046 members 
Mstep: Class 12 contains 97850 members 
Mstep: Class 13 contains 97814 members 
Mstep: Class 14 contains 1325 members 
Mstep: Class 15 contains 2809 members 
Mstep: Class 16 contains 96117 members 
Mstep: Class 17 contains 42577 members 
Mstep: Class 18 contains 22144 members 
Mstep: Class 19 contains 1851 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 5527 members 
Mstep: Class 22 contains 667 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 700 members 
Mstep: Class 25 contains 3457 members 
Mstep: Class 26 contains 11520 members 
Mstep: Class 27 contains 2664 members 
Mstep: Class 28 contains 418 members 
Mstep: Class 29 contains 9244 members 
Mstep: Class 30 contains 37052 members 
Mstep: Class 31 contains 17380 members 
Mstep: Class 32 contains 1351 members 
Mstep: Class 33 contains 593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111743024.000000 Penalty: 73629.445312
Iteration 40F: 34 clusters Score -1.11743e+08 nChanged 20450
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 108388 members 
Mstep: Class 2 contains 12166 members 
Mstep: Class 3 contains 6220 members 
Mstep: Class 4 contains 105121 members 
Mstep: Class 5 contains 1416 members 
Mstep: Class 6 contains 1667 members 
Mstep: Class 7 contains 5760 members 
Mstep: Class 8 contains 9240 members 
Mstep: Class 9 contains 102137 members 
Mstep: Class 10 contains 8074 members 
Mstep: Class 11 contains 103150 members 
Mstep: Class 12 contains 97864 members 
Mstep: Class 13 contains 98548 members 
Mstep: Class 14 contains 1278 members 
Mstep: Class 15 contains 2826 members 
Mstep: Class 16 contains 96415 members 
Mstep: Class 17 contains 40245 members 
Mstep: Class 18 contains 22154 members 
Mstep: Class 19 contains 1840 members 
Mstep: Class 20 contains 722 members 
Mstep: Class 21 contains 6051 members 
Mstep: Class 22 contains 542 members 
Mstep: Class 23 contains 612 members 
Mstep: Class 24 contains 735 members 
Mstep: Class 25 contains 4057 members 
Mstep: Class 26 contains 12295 members 
Mstep: Class 27 contains 2901 members 
Mstep: Class 28 contains 420 members 
Mstep: Class 29 contains 9311 members 
Mstep: Class 30 contains 36243 members 
Mstep: Class 31 contains 17664 members 
Mstep: Class 32 contains 1482 members 
Mstep: Class 33 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111749136.000000 Penalty: 73629.445312
Iteration 41Q: 34 clusters Score -1.117491e+08 nChanged 14874
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 108359 members 
Mstep: Class 2 contains 12140 members 
Mstep: Class 3 contains 6406 members 
Mstep: Class 4 contains 105482 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 1646 members 
Mstep: Class 7 contains 5496 members 
Mstep: Class 8 contains 9404 members 
Mstep: Class 9 contains 101327 members 
Mstep: Class 10 contains 8069 members 
Mstep: Class 11 contains 103321 members 
Mstep: Class 12 contains 97868 members 
Mstep: Class 13 contains 99034 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2864 members 
Mstep: Class 16 contains 96612 members 
Mstep: Class 17 contains 38773 members 
Mstep: Class 18 contains 22112 members 
Mstep: Class 19 contains 1855 members 
Mstep: Class 20 contains 716 members 
Mstep: Class 21 contains 6355 members 
Mstep: Class 22 contains 522 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 738 members 
Mstep: Class 25 contains 4362 members 
Mstep: Class 26 contains 12869 members 
Mstep: Class 27 contains 3198 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 9337 members 
Mstep: Class 30 contains 35636 members 
Mstep: Class 31 contains 17882 members 
Mstep: Class 32 contains 1563 members 
Mstep: Class 33 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111752512.000000 Penalty: 73629.445312
Iteration 42Q: 34 clusters Score -1.117525e+08 nChanged 11991
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 107921 members 
Mstep: Class 2 contains 12168 members 
Mstep: Class 3 contains 6533 members 
Mstep: Class 4 contains 106027 members 
Mstep: Class 5 contains 1322 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 5349 members 
Mstep: Class 8 contains 9524 members 
Mstep: Class 9 contains 100485 members 
Mstep: Class 10 contains 8061 members 
Mstep: Class 11 contains 103626 members 
Mstep: Class 12 contains 97929 members 
Mstep: Class 13 contains 99234 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 2889 members 
Mstep: Class 16 contains 96732 members 
Mstep: Class 17 contains 37795 members 
Mstep: Class 18 contains 22073 members 
Mstep: Class 19 contains 1893 members 
Mstep: Class 20 contains 710 members 
Mstep: Class 21 contains 6573 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 741 members 
Mstep: Class 25 contains 4522 members 
Mstep: Class 26 contains 13374 members 
Mstep: Class 27 contains 3474 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 9350 members 
Mstep: Class 30 contains 35249 members 
Mstep: Class 31 contains 18046 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111753720.000000 Penalty: 73629.445312
Iteration 43Q: 34 clusters Score -1.117537e+08 nChanged 9911
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 107395 members 
Mstep: Class 2 contains 12202 members 
Mstep: Class 3 contains 6625 members 
Mstep: Class 4 contains 106683 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 1607 members 
Mstep: Class 7 contains 5319 members 
Mstep: Class 8 contains 9602 members 
Mstep: Class 9 contains 99618 members 
Mstep: Class 10 contains 8034 members 
Mstep: Class 11 contains 103912 members 
Mstep: Class 12 contains 97984 members 
Mstep: Class 13 contains 99337 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 2900 members 
Mstep: Class 16 contains 96769 members 
Mstep: Class 17 contains 37165 members 
Mstep: Class 18 contains 22043 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 697 members 
Mstep: Class 21 contains 6758 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 599 members 
Mstep: Class 24 contains 744 members 
Mstep: Class 25 contains 4629 members 
Mstep: Class 26 contains 13809 members 
Mstep: Class 27 contains 3680 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 9355 members 
Mstep: Class 30 contains 34965 members 
Mstep: Class 31 contains 18192 members 
Mstep: Class 32 contains 1652 members 
Mstep: Class 33 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111754808.000000 Penalty: 73629.445312
Iteration 44Q: 34 clusters Score -1.117548e+08 nChanged 8893
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 106868 members 
Mstep: Class 2 contains 12242 members 
Mstep: Class 3 contains 6683 members 
Mstep: Class 4 contains 107266 members 
Mstep: Class 5 contains 1233 members 
Mstep: Class 6 contains 1605 members 
Mstep: Class 7 contains 5350 members 
Mstep: Class 8 contains 9667 members 
Mstep: Class 9 contains 98728 members 
Mstep: Class 10 contains 8015 members 
Mstep: Class 11 contains 104355 members 
Mstep: Class 12 contains 98028 members 
Mstep: Class 13 contains 99344 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 2905 members 
Mstep: Class 16 contains 96678 members 
Mstep: Class 17 contains 36717 members 
Mstep: Class 18 contains 22005 members 
Mstep: Class 19 contains 1945 members 
Mstep: Class 20 contains 692 members 
Mstep: Class 21 contains 6903 members 
Mstep: Class 22 contains 517 members 
Mstep: Class 23 contains 599 members 
Mstep: Class 24 contains 745 members 
Mstep: Class 25 contains 4713 members 
Mstep: Class 26 contains 14216 members 
Mstep: Class 27 contains 3842 members 
Mstep: Class 28 contains 404 members 
Mstep: Class 29 contains 9361 members 
Mstep: Class 30 contains 34763 members 
Mstep: Class 31 contains 18343 members 
Mstep: Class 32 contains 1682 members 
Mstep: Class 33 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111755496.000000 Penalty: 73629.445312
Iteration 45Q: 34 clusters Score -1.117555e+08 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 106394 members 
Mstep: Class 2 contains 12292 members 
Mstep: Class 3 contains 6712 members 
Mstep: Class 4 contains 107943 members 
Mstep: Class 5 contains 1196 members 
Mstep: Class 6 contains 1614 members 
Mstep: Class 7 contains 5412 members 
Mstep: Class 8 contains 9706 members 
Mstep: Class 9 contains 97869 members 
Mstep: Class 10 contains 7989 members 
Mstep: Class 11 contains 104684 members 
Mstep: Class 12 contains 98109 members 
Mstep: Class 13 contains 99186 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 2915 members 
Mstep: Class 16 contains 96523 members 
Mstep: Class 17 contains 36378 members 
Mstep: Class 18 contains 22001 members 
Mstep: Class 19 contains 1995 members 
Mstep: Class 20 contains 689 members 
Mstep: Class 21 contains 7044 members 
Mstep: Class 22 contains 521 members 
Mstep: Class 23 contains 596 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 4776 members 
Mstep: Class 26 contains 14575 members 
Mstep: Class 27 contains 3988 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 9366 members 
Mstep: Class 30 contains 34631 members 
Mstep: Class 31 contains 18461 members 
Mstep: Class 32 contains 1710 members 
Mstep: Class 33 contains 539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756000.000000 Penalty: 73629.445312
Iteration 46Q: 34 clusters Score -1.11756e+08 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 106064 members 
Mstep: Class 2 contains 12350 members 
Mstep: Class 3 contains 6748 members 
Mstep: Class 4 contains 108638 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 1600 members 
Mstep: Class 7 contains 5533 members 
Mstep: Class 8 contains 9736 members 
Mstep: Class 9 contains 97052 members 
Mstep: Class 10 contains 7960 members 
Mstep: Class 11 contains 104964 members 
Mstep: Class 12 contains 98169 members 
Mstep: Class 13 contains 98910 members 
Mstep: Class 14 contains 1191 members 
Mstep: Class 15 contains 2917 members 
Mstep: Class 16 contains 96352 members 
Mstep: Class 17 contains 36086 members 
Mstep: Class 18 contains 22022 members 
Mstep: Class 19 contains 2032 members 
Mstep: Class 20 contains 684 members 
Mstep: Class 21 contains 7148 members 
Mstep: Class 22 contains 523 members 
Mstep: Class 23 contains 598 members 
Mstep: Class 24 contains 747 members 
Mstep: Class 25 contains 4807 members 
Mstep: Class 26 contains 14899 members 
Mstep: Class 27 contains 4107 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 9371 members 
Mstep: Class 30 contains 34511 members 
Mstep: Class 31 contains 18586 members 
Mstep: Class 32 contains 1745 members 
Mstep: Class 33 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756616.000000 Penalty: 73629.445312
Iteration 47Q: 34 clusters Score -1.117566e+08 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 105812 members 
Mstep: Class 2 contains 12401 members 
Mstep: Class 3 contains 6770 members 
Mstep: Class 4 contains 109283 members 
Mstep: Class 5 contains 1162 members 
Mstep: Class 6 contains 1590 members 
Mstep: Class 7 contains 5623 members 
Mstep: Class 8 contains 9748 members 
Mstep: Class 9 contains 96372 members 
Mstep: Class 10 contains 7937 members 
Mstep: Class 11 contains 105167 members 
Mstep: Class 12 contains 98224 members 
Mstep: Class 13 contains 98494 members 
Mstep: Class 14 contains 1190 members 
Mstep: Class 15 contains 2920 members 
Mstep: Class 16 contains 96159 members 
Mstep: Class 17 contains 35894 members 
Mstep: Class 18 contains 22029 members 
Mstep: Class 19 contains 2072 members 
Mstep: Class 20 contains 681 members 
Mstep: Class 21 contains 7224 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 4827 members 
Mstep: Class 26 contains 15221 members 
Mstep: Class 27 contains 4214 members 
Mstep: Class 28 contains 401 members 
Mstep: Class 29 contains 9378 members 
Mstep: Class 30 contains 34448 members 
Mstep: Class 31 contains 18729 members 
Mstep: Class 32 contains 1779 members 
Mstep: Class 33 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757224.000000 Penalty: 73629.445312
Iteration 48Q: 34 clusters Score -1.117572e+08 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 105635 members 
Mstep: Class 2 contains 12420 members 
Mstep: Class 3 contains 6796 members 
Mstep: Class 4 contains 109946 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 1579 members 
Mstep: Class 7 contains 5714 members 
Mstep: Class 8 contains 9758 members 
Mstep: Class 9 contains 95741 members 
Mstep: Class 10 contains 7889 members 
Mstep: Class 11 contains 105265 members 
Mstep: Class 12 contains 98239 members 
Mstep: Class 13 contains 98066 members 
Mstep: Class 14 contains 1191 members 
Mstep: Class 15 contains 2923 members 
Mstep: Class 16 contains 95984 members 
Mstep: Class 17 contains 35720 members 
Mstep: Class 18 contains 22061 members 
Mstep: Class 19 contains 2113 members 
Mstep: Class 20 contains 680 members 
Mstep: Class 21 contains 7298 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 598 members 
Mstep: Class 24 contains 753 members 
Mstep: Class 25 contains 4852 members 
Mstep: Class 26 contains 15516 members 
Mstep: Class 27 contains 4322 members 
Mstep: Class 28 contains 399 members 
Mstep: Class 29 contains 9381 members 
Mstep: Class 30 contains 34424 members 
Mstep: Class 31 contains 18874 members 
Mstep: Class 32 contains 1795 members 
Mstep: Class 33 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757744.000000 Penalty: 73629.445312
Iteration 49Q: 34 clusters Score -1.117577e+08 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 105544 members 
Mstep: Class 2 contains 12431 members 
Mstep: Class 3 contains 6809 members 
Mstep: Class 4 contains 110606 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 5790 members 
Mstep: Class 8 contains 9764 members 
Mstep: Class 9 contains 95146 members 
Mstep: Class 10 contains 7838 members 
Mstep: Class 11 contains 105297 members 
Mstep: Class 12 contains 98181 members 
Mstep: Class 13 contains 97618 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 2924 members 
Mstep: Class 16 contains 95847 members 
Mstep: Class 17 contains 35592 members 
Mstep: Class 18 contains 22071 members 
Mstep: Class 19 contains 2155 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 7360 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 598 members 
Mstep: Class 24 contains 753 members 
Mstep: Class 25 contains 4864 members 
Mstep: Class 26 contains 15815 members 
Mstep: Class 27 contains 4429 members 
Mstep: Class 28 contains 399 members 
Mstep: Class 29 contains 9386 members 
Mstep: Class 30 contains 34405 members 
Mstep: Class 31 contains 19039 members 
Mstep: Class 32 contains 1825 members 
Mstep: Class 33 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 34 clusters Score -1.117581e+08 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 105496 members 
Mstep: Class 2 contains 12433 members 
Mstep: Class 3 contains 6810 members 
Mstep: Class 4 contains 111241 members 
Mstep: Class 5 contains 1160 members 
Mstep: Class 6 contains 1571 members 
Mstep: Class 7 contains 5869 members 
Mstep: Class 8 contains 9765 members 
Mstep: Class 9 contains 94582 members 
Mstep: Class 10 contains 7791 members 
Mstep: Class 11 contains 105317 members 
Mstep: Class 12 contains 98155 members 
Mstep: Class 13 contains 97108 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 95736 members 
Mstep: Class 17 contains 35484 members 
Mstep: Class 18 contains 22087 members 
Mstep: Class 19 contains 2196 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 7415 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 599 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 4868 members 
Mstep: Class 26 contains 16112 members 
Mstep: Class 27 contains 4532 members 
Mstep: Class 28 contains 399 members 
Mstep: Class 29 contains 9392 members 
Mstep: Class 30 contains 34392 members 
Mstep: Class 31 contains 19199 members 
Mstep: Class 32 contains 1841 members 
Mstep: Class 33 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111758864.000000 Penalty: 73629.445312
Iteration 51Q: 34 clusters Score -1.117589e+08 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 105501 members 
Mstep: Class 2 contains 12398 members 
Mstep: Class 3 contains 6818 members 
Mstep: Class 4 contains 111842 members 
Mstep: Class 5 contains 1161 members 
Mstep: Class 6 contains 1564 members 
Mstep: Class 7 contains 5949 members 
Mstep: Class 8 contains 9758 members 
Mstep: Class 9 contains 94086 members 
Mstep: Class 10 contains 7733 members 
Mstep: Class 11 contains 105255 members 
Mstep: Class 12 contains 98097 members 
Mstep: Class 13 contains 96627 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 2925 members 
Mstep: Class 16 contains 95672 members 
Mstep: Class 17 contains 35401 members 
Mstep: Class 18 contains 22098 members 
Mstep: Class 19 contains 2240 members 
Mstep: Class 20 contains 685 members 
Mstep: Class 21 contains 7465 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 597 members 
Mstep: Class 24 contains 746 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 16401 members 
Mstep: Class 27 contains 4664 members 
Mstep: Class 28 contains 399 members 
Mstep: Class 29 contains 9395 members 
Mstep: Class 30 contains 34378 members 
Mstep: Class 31 contains 19358 members 
Mstep: Class 32 contains 1844 members 
Mstep: Class 33 contains 535 members 
Entering Unmasked Estep 
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Iteration 52Q: 34 clusters Score -1.117587e+08 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 105508 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 6823 members 
Mstep: Class 4 contains 112398 members 
Mstep: Class 5 contains 1158 members 
Mstep: Class 6 contains 1562 members 
Mstep: Class 7 contains 6030 members 
Mstep: Class 8 contains 9744 members 
Mstep: Class 9 contains 93621 members 
Mstep: Class 10 contains 7676 members 
Mstep: Class 11 contains 105273 members 
Mstep: Class 12 contains 98008 members 
Mstep: Class 13 contains 96171 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 2925 members 
Mstep: Class 16 contains 95612 members 
Mstep: Class 17 contains 35329 members 
Mstep: Class 18 contains 22102 members 
Mstep: Class 19 contains 2280 members 
Mstep: Class 20 contains 686 members 
Mstep: Class 21 contains 7514 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 595 members 
Mstep: Class 24 contains 744 members 
Mstep: Class 25 contains 4814 members 
Mstep: Class 26 contains 16656 members 
Mstep: Class 27 contains 4809 members 
Mstep: Class 28 contains 399 members 
Mstep: Class 29 contains 9400 members 
Mstep: Class 30 contains 34345 members 
Mstep: Class 31 contains 19508 members 
Mstep: Class 32 contains 1850 members 
Mstep: Class 33 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 34 clusters Score -1.117593e+08 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 105524 members 
Mstep: Class 2 contains 12333 members 
Mstep: Class 3 contains 6840 members 
Mstep: Class 4 contains 112871 members 
Mstep: Class 5 contains 1156 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 6111 members 
Mstep: Class 8 contains 9746 members 
Mstep: Class 9 contains 93148 members 
Mstep: Class 10 contains 7593 members 
Mstep: Class 11 contains 105302 members 
Mstep: Class 12 contains 97956 members 
Mstep: Class 13 contains 95778 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 95532 members 
Mstep: Class 17 contains 35249 members 
Mstep: Class 18 contains 22111 members 
Mstep: Class 19 contains 2308 members 
Mstep: Class 20 contains 685 members 
Mstep: Class 21 contains 7553 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 594 members 
Mstep: Class 24 contains 744 members 
Mstep: Class 25 contains 4769 members 
Mstep: Class 26 contains 16882 members 
Mstep: Class 27 contains 4979 members 
Mstep: Class 28 contains 399 members 
Mstep: Class 29 contains 9402 members 
Mstep: Class 30 contains 34343 members 
Mstep: Class 31 contains 19651 members 
Mstep: Class 32 contains 1866 members 
Mstep: Class 33 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759304.000000 Penalty: 73629.445312
Iteration 54Q: 34 clusters Score -1.117593e+08 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 105534 members 
Mstep: Class 2 contains 12305 members 
Mstep: Class 3 contains 6850 members 
Mstep: Class 4 contains 113359 members 
Mstep: Class 5 contains 1151 members 
Mstep: Class 6 contains 1559 members 
Mstep: Class 7 contains 6204 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 92637 members 
Mstep: Class 10 contains 7530 members 
Mstep: Class 11 contains 105343 members 
Mstep: Class 12 contains 97831 members 
Mstep: Class 13 contains 95386 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 95464 members 
Mstep: Class 17 contains 35182 members 
Mstep: Class 18 contains 22140 members 
Mstep: Class 19 contains 2341 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 7589 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 596 members 
Mstep: Class 24 contains 746 members 
Mstep: Class 25 contains 4745 members 
Mstep: Class 26 contains 17111 members 
Mstep: Class 27 contains 5115 members 
Mstep: Class 28 contains 399 members 
Mstep: Class 29 contains 9408 members 
Mstep: Class 30 contains 34356 members 
Mstep: Class 31 contains 19789 members 
Mstep: Class 32 contains 1876 members 
Mstep: Class 33 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111759688.000000 Penalty: 73629.445312
Iteration 55Q: 34 clusters Score -1.117597e+08 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 105555 members 
Mstep: Class 2 contains 12282 members 
Mstep: Class 3 contains 6857 members 
Mstep: Class 4 contains 113877 members 
Mstep: Class 5 contains 1150 members 
Mstep: Class 6 contains 1558 members 
Mstep: Class 7 contains 6286 members 
Mstep: Class 8 contains 9755 members 
Mstep: Class 9 contains 92122 members 
Mstep: Class 10 contains 7464 members 
Mstep: Class 11 contains 105337 members 
Mstep: Class 12 contains 97725 members 
Mstep: Class 13 contains 95059 members 
Mstep: Class 14 contains 1191 members 
Mstep: Class 15 contains 2923 members 
Mstep: Class 16 contains 95380 members 
Mstep: Class 17 contains 35129 members 
Mstep: Class 18 contains 22179 members 
Mstep: Class 19 contains 2377 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 7617 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 593 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 4740 members 
Mstep: Class 26 contains 17316 members 
Mstep: Class 27 contains 5222 members 
Mstep: Class 28 contains 399 members 
Mstep: Class 29 contains 9411 members 
Mstep: Class 30 contains 34356 members 
Mstep: Class 31 contains 19913 members 
Mstep: Class 32 contains 1892 members 
Mstep: Class 33 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111760360.000000 Penalty: 73629.445312
Iteration 56Q: 34 clusters Score -1.117604e+08 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 105543 members 
Mstep: Class 2 contains 12242 members 
Mstep: Class 3 contains 6867 members 
Mstep: Class 4 contains 114375 members 
Mstep: Class 5 contains 1146 members 
Mstep: Class 6 contains 1558 members 
Mstep: Class 7 contains 6349 members 
Mstep: Class 8 contains 9757 members 
Mstep: Class 9 contains 91611 members 
Mstep: Class 10 contains 7425 members 
Mstep: Class 11 contains 105316 members 
Mstep: Class 12 contains 97595 members 
Mstep: Class 13 contains 94776 members 
Mstep: Class 14 contains 1190 members 
Mstep: Class 15 contains 2929 members 
Mstep: Class 16 contains 95337 members 
Mstep: Class 17 contains 35101 members 
Mstep: Class 18 contains 22211 members 
Mstep: Class 19 contains 2407 members 
Mstep: Class 20 contains 684 members 
Mstep: Class 21 contains 7649 members 
Mstep: Class 22 contains 525 members 
Mstep: Class 23 contains 593 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 4747 members 
Mstep: Class 26 contains 17489 members 
Mstep: Class 27 contains 5300 members 
Mstep: Class 28 contains 399 members 
Mstep: Class 29 contains 9410 members 
Mstep: Class 30 contains 34364 members 
Mstep: Class 31 contains 20067 members 
Mstep: Class 32 contains 1910 members 
Mstep: Class 33 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 34 clusters Score -1.117601e+08 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 105515 members 
Mstep: Class 2 contains 12206 members 
Mstep: Class 3 contains 6886 members 
Mstep: Class 4 contains 114794 members 
Mstep: Class 5 contains 1144 members 
Mstep: Class 6 contains 1556 members 
Mstep: Class 7 contains 6420 members 
Mstep: Class 8 contains 9764 members 
Mstep: Class 9 contains 91164 members 
Mstep: Class 10 contains 7407 members 
Mstep: Class 11 contains 105235 members 
Mstep: Class 12 contains 97505 members 
Mstep: Class 13 contains 94564 members 
Mstep: Class 14 contains 1189 members 
Mstep: Class 15 contains 2938 members 
Mstep: Class 16 contains 95294 members 
Mstep: Class 17 contains 35103 members 
Mstep: Class 18 contains 22237 members 
Mstep: Class 19 contains 2437 members 
Mstep: Class 20 contains 684 members 
Mstep: Class 21 contains 7688 members 
Mstep: Class 22 contains 525 members 
Mstep: Class 23 contains 591 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 4753 members 
Mstep: Class 26 contains 17627 members 
Mstep: Class 27 contains 5360 members 
Mstep: Class 28 contains 399 members 
Mstep: Class 29 contains 9414 members 
Mstep: Class 30 contains 34364 members 
Mstep: Class 31 contains 20191 members 
Mstep: Class 32 contains 1918 members 
Mstep: Class 33 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 58Q: 34 clusters Score -1.117605e+08 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 105481 members 
Mstep: Class 2 contains 12173 members 
Mstep: Class 3 contains 6894 members 
Mstep: Class 4 contains 115100 members 
Mstep: Class 5 contains 1139 members 
Mstep: Class 6 contains 1558 members 
Mstep: Class 7 contains 6502 members 
Mstep: Class 8 contains 9773 members 
Mstep: Class 9 contains 90755 members 
Mstep: Class 10 contains 7375 members 
Mstep: Class 11 contains 105206 members 
Mstep: Class 12 contains 97403 members 
Mstep: Class 13 contains 94332 members 
Mstep: Class 14 contains 1188 members 
Mstep: Class 15 contains 2935 members 
Mstep: Class 16 contains 95282 members 
Mstep: Class 17 contains 35099 members 
Mstep: Class 18 contains 22265 members 
Mstep: Class 19 contains 2462 members 
Mstep: Class 20 contains 685 members 
Mstep: Class 21 contains 7732 members 
Mstep: Class 22 contains 525 members 
Mstep: Class 23 contains 589 members 
Mstep: Class 24 contains 747 members 
Mstep: Class 25 contains 4746 members 
Mstep: Class 26 contains 17772 members 
Mstep: Class 27 contains 5416 members 
Mstep: Class 28 contains 399 members 
Mstep: Class 29 contains 9414 members 
Mstep: Class 30 contains 34397 members 
Mstep: Class 31 contains 20357 members 
Mstep: Class 32 contains 1919 members 
Mstep: Class 33 contains 536 members 
Entering Unmasked Estep 
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Iteration 59Q: 34 clusters Score -1.117605e+08 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 105394 members 
Mstep: Class 2 contains 12150 members 
Mstep: Class 3 contains 6907 members 
Mstep: Class 4 contains 115417 members 
Mstep: Class 5 contains 1138 members 
Mstep: Class 6 contains 1554 members 
Mstep: Class 7 contains 6570 members 
Mstep: Class 8 contains 9775 members 
Mstep: Class 9 contains 90431 members 
Mstep: Class 10 contains 7347 members 
Mstep: Class 11 contains 105164 members 
Mstep: Class 12 contains 97301 members 
Mstep: Class 13 contains 94093 members 
Mstep: Class 14 contains 1187 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 16 contains 95293 members 
Mstep: Class 17 contains 35109 members 
Mstep: Class 18 contains 22293 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 686 members 
Mstep: Class 21 contains 7758 members 
Mstep: Class 22 contains 525 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 746 members 
Mstep: Class 25 contains 4757 members 
Mstep: Class 26 contains 17894 members 
Mstep: Class 27 contains 5458 members 
Mstep: Class 28 contains 399 members 
Mstep: Class 29 contains 9416 members 
Mstep: Class 30 contains 34418 members 
Mstep: Class 31 contains 20513 members 
Mstep: Class 32 contains 1921 members 
Mstep: Class 33 contains 536 members 
Entering Unmasked Estep 
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Iteration 60F: 34 clusters Score -1.117614e+08 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 105305 members 
Mstep: Class 2 contains 12133 members 
Mstep: Class 3 contains 6911 members 
Mstep: Class 4 contains 115703 members 
Mstep: Class 5 contains 1143 members 
Mstep: Class 6 contains 1571 members 
Mstep: Class 7 contains 6634 members 
Mstep: Class 8 contains 9794 members 
Mstep: Class 9 contains 90155 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 105110 members 
Mstep: Class 12 contains 97240 members 
Mstep: Class 13 contains 93790 members 
Mstep: Class 14 contains 1172 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 16 contains 95325 members 
Mstep: Class 17 contains 35126 members 
Mstep: Class 18 contains 22332 members 
Mstep: Class 19 contains 2502 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 7775 members 
Mstep: Class 22 contains 521 members 
Mstep: Class 23 contains 597 members 
Mstep: Class 24 contains 746 members 
Mstep: Class 25 contains 4764 members 
Mstep: Class 26 contains 18013 members 
Mstep: Class 27 contains 5482 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 9415 members 
Mstep: Class 30 contains 34450 members 
Mstep: Class 31 contains 20664 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 573 members 
Entering Unmasked Estep 
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Iteration 61Q: 34 clusters Score -1.117628e+08 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 105242 members 
Mstep: Class 2 contains 12130 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 115887 members 
Mstep: Class 5 contains 1139 members 
Mstep: Class 6 contains 1578 members 
Mstep: Class 7 contains 6678 members 
Mstep: Class 8 contains 9803 members 
Mstep: Class 9 contains 89924 members 
Mstep: Class 10 contains 7293 members 
Mstep: Class 11 contains 105072 members 
Mstep: Class 12 contains 97204 members 
Mstep: Class 13 contains 93492 members 
Mstep: Class 14 contains 1168 members 
Mstep: Class 15 contains 2933 members 
Mstep: Class 16 contains 95360 members 
Mstep: Class 17 contains 35140 members 
Mstep: Class 18 contains 22364 members 
Mstep: Class 19 contains 2527 members 
Mstep: Class 20 contains 698 members 
Mstep: Class 21 contains 7788 members 
Mstep: Class 22 contains 533 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 747 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 18135 members 
Mstep: Class 27 contains 5515 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 9412 members 
Mstep: Class 30 contains 34459 members 
Mstep: Class 31 contains 20827 members 
Mstep: Class 32 contains 1939 members 
Mstep: Class 33 contains 549 members 
Entering Unmasked Estep 
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Iteration 62Q: 34 clusters Score -1.117625e+08 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 105191 members 
Mstep: Class 2 contains 12138 members 
Mstep: Class 3 contains 6920 members 
Mstep: Class 4 contains 116012 members 
Mstep: Class 5 contains 1137 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 6719 members 
Mstep: Class 8 contains 9802 members 
Mstep: Class 9 contains 89742 members 
Mstep: Class 10 contains 7263 members 
Mstep: Class 11 contains 105038 members 
Mstep: Class 12 contains 97211 members 
Mstep: Class 13 contains 93194 members 
Mstep: Class 14 contains 1159 members 
Mstep: Class 15 contains 2939 members 
Mstep: Class 16 contains 95353 members 
Mstep: Class 17 contains 35145 members 
Mstep: Class 18 contains 22402 members 
Mstep: Class 19 contains 2548 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 7794 members 
Mstep: Class 22 contains 543 members 
Mstep: Class 23 contains 598 members 
Mstep: Class 24 contains 747 members 
Mstep: Class 25 contains 4790 members 
Mstep: Class 26 contains 18254 members 
Mstep: Class 27 contains 5543 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 9412 members 
Mstep: Class 30 contains 34472 members 
Mstep: Class 31 contains 20999 members 
Mstep: Class 32 contains 1949 members 
Mstep: Class 33 contains 528 members 
Entering Unmasked Estep 
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Iteration 63Q: 34 clusters Score -1.117628e+08 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 105119 members 
Mstep: Class 2 contains 12160 members 
Mstep: Class 3 contains 6929 members 
Mstep: Class 4 contains 116146 members 
Mstep: Class 5 contains 1133 members 
Mstep: Class 6 contains 1591 members 
Mstep: Class 7 contains 6756 members 
Mstep: Class 8 contains 9801 members 
Mstep: Class 9 contains 89608 members 
Mstep: Class 10 contains 7232 members 
Mstep: Class 11 contains 105002 members 
Mstep: Class 12 contains 97251 members 
Mstep: Class 13 contains 92851 members 
Mstep: Class 14 contains 1152 members 
Mstep: Class 15 contains 2939 members 
Mstep: Class 16 contains 95346 members 
Mstep: Class 17 contains 35162 members 
Mstep: Class 18 contains 22433 members 
Mstep: Class 19 contains 2568 members 
Mstep: Class 20 contains 692 members 
Mstep: Class 21 contains 7812 members 
Mstep: Class 22 contains 541 members 
Mstep: Class 23 contains 597 members 
Mstep: Class 24 contains 747 members 
Mstep: Class 25 contains 4800 members 
Mstep: Class 26 contains 18345 members 
Mstep: Class 27 contains 5569 members 
Mstep: Class 28 contains 396 members 
Mstep: Class 29 contains 9410 members 
Mstep: Class 30 contains 34472 members 
Mstep: Class 31 contains 21180 members 
Mstep: Class 32 contains 1954 members 
Mstep: Class 33 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111762872.000000 Penalty: 73629.445312
Iteration 64Q: 34 clusters Score -1.117629e+08 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 105109 members 
Mstep: Class 2 contains 12187 members 
Mstep: Class 3 contains 6932 members 
Mstep: Class 4 contains 116249 members 
Mstep: Class 5 contains 1129 members 
Mstep: Class 6 contains 1596 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 8 contains 9797 members 
Mstep: Class 9 contains 89537 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 104953 members 
Mstep: Class 12 contains 97325 members 
Mstep: Class 13 contains 92471 members 
Mstep: Class 14 contains 1148 members 
Mstep: Class 15 contains 2939 members 
Mstep: Class 16 contains 95344 members 
Mstep: Class 17 contains 35170 members 
Mstep: Class 18 contains 22452 members 
Mstep: Class 19 contains 2585 members 
Mstep: Class 20 contains 691 members 
Mstep: Class 21 contains 7813 members 
Mstep: Class 22 contains 540 members 
Mstep: Class 23 contains 595 members 
Mstep: Class 24 contains 747 members 
Mstep: Class 25 contains 4811 members 
Mstep: Class 26 contains 18429 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 9407 members 
Mstep: Class 30 contains 34469 members 
Mstep: Class 31 contains 21325 members 
Mstep: Class 32 contains 1962 members 
Mstep: Class 33 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111762432.000000 Penalty: 73629.445312
Iteration 65Q: 34 clusters Score -1.117624e+08 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 105126 members 
Mstep: Class 2 contains 12195 members 
Mstep: Class 3 contains 6935 members 
Mstep: Class 4 contains 116343 members 
Mstep: Class 5 contains 1131 members 
Mstep: Class 6 contains 1598 members 
Mstep: Class 7 contains 6819 members 
Mstep: Class 8 contains 9795 members 
Mstep: Class 9 contains 89558 members 
Mstep: Class 10 contains 7197 members 
Mstep: Class 11 contains 104935 members 
Mstep: Class 12 contains 97390 members 
Mstep: Class 13 contains 92038 members 
Mstep: Class 14 contains 1139 members 
Mstep: Class 15 contains 2939 members 
Mstep: Class 16 contains 95315 members 
Mstep: Class 17 contains 35192 members 
Mstep: Class 18 contains 22475 members 
Mstep: Class 19 contains 2602 members 
Mstep: Class 20 contains 692 members 
Mstep: Class 21 contains 7817 members 
Mstep: Class 22 contains 537 members 
Mstep: Class 23 contains 589 members 
Mstep: Class 24 contains 749 members 
Mstep: Class 25 contains 4814 members 
Mstep: Class 26 contains 18512 members 
Mstep: Class 27 contains 5604 members 
Mstep: Class 28 contains 391 members 
Mstep: Class 29 contains 9406 members 
Mstep: Class 30 contains 34454 members 
Mstep: Class 31 contains 21446 members 
Mstep: Class 32 contains 1965 members 
Mstep: Class 33 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111762064.000000 Penalty: 73629.445312
Iteration 66Q: 34 clusters Score -1.117621e+08 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 105162 members 
Mstep: Class 2 contains 12193 members 
Mstep: Class 3 contains 6935 members 
Mstep: Class 4 contains 116387 members 
Mstep: Class 5 contains 1131 members 
Mstep: Class 6 contains 1602 members 
Mstep: Class 7 contains 6838 members 
Mstep: Class 8 contains 9795 members 
Mstep: Class 9 contains 89618 members 
Mstep: Class 10 contains 7180 members 
Mstep: Class 11 contains 104907 members 
Mstep: Class 12 contains 97426 members 
Mstep: Class 13 contains 91614 members 
Mstep: Class 14 contains 1133 members 
Mstep: Class 15 contains 2944 members 
Mstep: Class 16 contains 95283 members 
Mstep: Class 17 contains 35228 members 
Mstep: Class 18 contains 22481 members 
Mstep: Class 19 contains 2615 members 
Mstep: Class 20 contains 689 members 
Mstep: Class 21 contains 7828 members 
Mstep: Class 22 contains 537 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 751 members 
Mstep: Class 25 contains 4815 members 
Mstep: Class 26 contains 18603 members 
Mstep: Class 27 contains 5630 members 
Mstep: Class 28 contains 391 members 
Mstep: Class 29 contains 9406 members 
Mstep: Class 30 contains 34438 members 
Mstep: Class 31 contains 21580 members 
Mstep: Class 32 contains 1970 members 
Mstep: Class 33 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111762080.000000 Penalty: 73629.445312
Iteration 67Q: 34 clusters Score -1.117621e+08 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 105167 members 
Mstep: Class 2 contains 12198 members 
Mstep: Class 3 contains 6932 members 
Mstep: Class 4 contains 116407 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 1596 members 
Mstep: Class 7 contains 6847 members 
Mstep: Class 8 contains 9802 members 
Mstep: Class 9 contains 89711 members 
Mstep: Class 10 contains 7150 members 
Mstep: Class 11 contains 104873 members 
Mstep: Class 12 contains 97453 members 
Mstep: Class 13 contains 91212 members 
Mstep: Class 14 contains 1131 members 
Mstep: Class 15 contains 2942 members 
Mstep: Class 16 contains 95293 members 
Mstep: Class 17 contains 35260 members 
Mstep: Class 18 contains 22481 members 
Mstep: Class 19 contains 2629 members 
Mstep: Class 20 contains 690 members 
Mstep: Class 21 contains 7841 members 
Mstep: Class 22 contains 536 members 
Mstep: Class 23 contains 587 members 
Mstep: Class 24 contains 755 members 
Mstep: Class 25 contains 4819 members 
Mstep: Class 26 contains 18699 members 
Mstep: Class 27 contains 5649 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 9407 members 
Mstep: Class 30 contains 34433 members 
Mstep: Class 31 contains 21695 members 
Mstep: Class 32 contains 1978 members 
Mstep: Class 33 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111761728.000000 Penalty: 73629.445312
Iteration 68Q: 34 clusters Score -1.117617e+08 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 105114 members 
Mstep: Class 2 contains 12190 members 
Mstep: Class 3 contains 6939 members 
Mstep: Class 4 contains 116434 members 
Mstep: Class 5 contains 1132 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 6852 members 
Mstep: Class 8 contains 9813 members 
Mstep: Class 9 contains 89842 members 
Mstep: Class 10 contains 7133 members 
Mstep: Class 11 contains 104821 members 
Mstep: Class 12 contains 97459 members 
Mstep: Class 13 contains 90846 members 
Mstep: Class 14 contains 1130 members 
Mstep: Class 15 contains 2940 members 
Mstep: Class 16 contains 95331 members 
Mstep: Class 17 contains 35283 members 
Mstep: Class 18 contains 22485 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 690 members 
Mstep: Class 21 contains 7857 members 
Mstep: Class 22 contains 537 members 
Mstep: Class 23 contains 586 members 
Mstep: Class 24 contains 757 members 
Mstep: Class 25 contains 4820 members 
Mstep: Class 26 contains 18795 members 
Mstep: Class 27 contains 5675 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 9407 members 
Mstep: Class 30 contains 34424 members 
Mstep: Class 31 contains 21789 members 
Mstep: Class 32 contains 1987 members 
Mstep: Class 33 contains 519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111761560.000000 Penalty: 73629.445312
Iteration 69Q: 34 clusters Score -1.117616e+08 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 105112 members 
Mstep: Class 2 contains 12193 members 
Mstep: Class 3 contains 6944 members 
Mstep: Class 4 contains 116454 members 
Mstep: Class 5 contains 1129 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 6851 members 
Mstep: Class 8 contains 9812 members 
Mstep: Class 9 contains 89987 members 
Mstep: Class 10 contains 7112 members 
Mstep: Class 11 contains 104750 members 
Mstep: Class 12 contains 97430 members 
Mstep: Class 13 contains 90455 members 
Mstep: Class 14 contains 1129 members 
Mstep: Class 15 contains 2943 members 
Mstep: Class 16 contains 95377 members 
Mstep: Class 17 contains 35307 members 
Mstep: Class 18 contains 22520 members 
Mstep: Class 19 contains 2667 members 
Mstep: Class 20 contains 690 members 
Mstep: Class 21 contains 7872 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 586 members 
Mstep: Class 24 contains 758 members 
Mstep: Class 25 contains 4824 members 
Mstep: Class 26 contains 18881 members 
Mstep: Class 27 contains 5695 members 
Mstep: Class 28 contains 389 members 
Mstep: Class 29 contains 9403 members 
Mstep: Class 30 contains 34428 members 
Mstep: Class 31 contains 21871 members 
Mstep: Class 32 contains 2000 members 
Mstep: Class 33 contains 519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111761816.000000 Penalty: 73629.445312
Iteration 70Q: 34 clusters Score -1.117618e+08 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 105114 members 
Mstep: Class 2 contains 12209 members 
Mstep: Class 3 contains 6939 members 
Mstep: Class 4 contains 116450 members 
Mstep: Class 5 contains 1131 members 
Mstep: Class 6 contains 1590 members 
Mstep: Class 7 contains 6862 members 
Mstep: Class 8 contains 9813 members 
Mstep: Class 9 contains 90178 members 
Mstep: Class 10 contains 7093 members 
Mstep: Class 11 contains 104658 members 
Mstep: Class 12 contains 97410 members 
Mstep: Class 13 contains 90024 members 
Mstep: Class 14 contains 1128 members 
Mstep: Class 15 contains 2944 members 
Mstep: Class 16 contains 95429 members 
Mstep: Class 17 contains 35356 members 
Mstep: Class 18 contains 22544 members 
Mstep: Class 19 contains 2680 members 
Mstep: Class 20 contains 690 members 
Mstep: Class 21 contains 7882 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 759 members 
Mstep: Class 25 contains 4821 members 
Mstep: Class 26 contains 18978 members 
Mstep: Class 27 contains 5710 members 
Mstep: Class 28 contains 389 members 
Mstep: Class 29 contains 9402 members 
Mstep: Class 30 contains 34428 members 
Mstep: Class 31 contains 21957 members 
Mstep: Class 32 contains 2008 members 
Mstep: Class 33 contains 519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111761768.000000 Penalty: 73629.445312
Iteration 71Q: 34 clusters Score -1.117618e+08 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 105053 members 
Mstep: Class 2 contains 12209 members 
Mstep: Class 3 contains 6937 members 
Mstep: Class 4 contains 116412 members 
Mstep: Class 5 contains 1131 members 
Mstep: Class 6 contains 1591 members 
Mstep: Class 7 contains 6872 members 
Mstep: Class 8 contains 9815 members 
Mstep: Class 9 contains 90439 members 
Mstep: Class 10 contains 7082 members 
Mstep: Class 11 contains 104637 members 
Mstep: Class 12 contains 97408 members 
Mstep: Class 13 contains 89580 members 
Mstep: Class 14 contains 1129 members 
Mstep: Class 15 contains 2942 members 
Mstep: Class 16 contains 95456 members 
Mstep: Class 17 contains 35397 members 
Mstep: Class 18 contains 22581 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 690 members 
Mstep: Class 21 contains 7894 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 759 members 
Mstep: Class 25 contains 4824 members 
Mstep: Class 26 contains 19047 members 
Mstep: Class 27 contains 5727 members 
Mstep: Class 28 contains 389 members 
Mstep: Class 29 contains 9399 members 
Mstep: Class 30 contains 34441 members 
Mstep: Class 31 contains 22039 members 
Mstep: Class 32 contains 2008 members 
Mstep: Class 33 contains 519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111761864.000000 Penalty: 73629.445312
Iteration 72Q: 34 clusters Score -1.117619e+08 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 104994 members 
Mstep: Class 2 contains 12192 members 
Mstep: Class 3 contains 6936 members 
Mstep: Class 4 contains 116390 members 
Mstep: Class 5 contains 1130 members 
Mstep: Class 6 contains 1590 members 
Mstep: Class 7 contains 6878 members 
Mstep: Class 8 contains 9807 members 
Mstep: Class 9 contains 90720 members 
Mstep: Class 10 contains 7070 members 
Mstep: Class 11 contains 104618 members 
Mstep: Class 12 contains 97395 members 
Mstep: Class 13 contains 89164 members 
Mstep: Class 14 contains 1129 members 
Mstep: Class 15 contains 2942 members 
Mstep: Class 16 contains 95475 members 
Mstep: Class 17 contains 35435 members 
Mstep: Class 18 contains 22601 members 
Mstep: Class 19 contains 2693 members 
Mstep: Class 20 contains 690 members 
Mstep: Class 21 contains 7906 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 759 members 
Mstep: Class 25 contains 4829 members 
Mstep: Class 26 contains 19120 members 
Mstep: Class 27 contains 5740 members 
Mstep: Class 28 contains 389 members 
Mstep: Class 29 contains 9399 members 
Mstep: Class 30 contains 34460 members 
Mstep: Class 31 contains 22112 members 
Mstep: Class 32 contains 2013 members 
Mstep: Class 33 contains 519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111761560.000000 Penalty: 73629.445312
Iteration 73Q: 34 clusters Score -1.117616e+08 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 104969 members 
Mstep: Class 2 contains 12187 members 
Mstep: Class 3 contains 6929 members 
Mstep: Class 4 contains 116338 members 
Mstep: Class 5 contains 1130 members 
Mstep: Class 6 contains 1591 members 
Mstep: Class 7 contains 6877 members 
Mstep: Class 8 contains 9804 members 
Mstep: Class 9 contains 90914 members 
Mstep: Class 10 contains 7061 members 
Mstep: Class 11 contains 104610 members 
Mstep: Class 12 contains 97401 members 
Mstep: Class 13 contains 88797 members 
Mstep: Class 14 contains 1129 members 
Mstep: Class 15 contains 2941 members 
Mstep: Class 16 contains 95469 members 
Mstep: Class 17 contains 35468 members 
Mstep: Class 18 contains 22636 members 
Mstep: Class 19 contains 2697 members 
Mstep: Class 20 contains 690 members 
Mstep: Class 21 contains 7914 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 759 members 
Mstep: Class 25 contains 4824 members 
Mstep: Class 26 contains 19223 members 
Mstep: Class 27 contains 5754 members 
Mstep: Class 28 contains 389 members 
Mstep: Class 29 contains 9397 members 
Mstep: Class 30 contains 34479 members 
Mstep: Class 31 contains 22179 members 
Mstep: Class 32 contains 2020 members 
Mstep: Class 33 contains 519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111761800.000000 Penalty: 73629.445312
Iteration 74Q: 34 clusters Score -1.117618e+08 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 104905 members 
Mstep: Class 2 contains 12199 members 
Mstep: Class 3 contains 6926 members 
Mstep: Class 4 contains 116326 members 
Mstep: Class 5 contains 1129 members 
Mstep: Class 6 contains 1591 members 
Mstep: Class 7 contains 6878 members 
Mstep: Class 8 contains 9803 members 
Mstep: Class 9 contains 91097 members 
Mstep: Class 10 contains 7066 members 
Mstep: Class 11 contains 104598 members 
Mstep: Class 12 contains 97372 members 
Mstep: Class 13 contains 88478 members 
Mstep: Class 14 contains 1129 members 
Mstep: Class 15 contains 2942 members 
Mstep: Class 16 contains 95488 members 
Mstep: Class 17 contains 35493 members 
Mstep: Class 18 contains 22650 members 
Mstep: Class 19 contains 2704 members 
Mstep: Class 20 contains 690 members 
Mstep: Class 21 contains 7919 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 759 members 
Mstep: Class 25 contains 4821 members 
Mstep: Class 26 contains 19318 members 
Mstep: Class 27 contains 5761 members 
Mstep: Class 28 contains 389 members 
Mstep: Class 29 contains 9394 members 
Mstep: Class 30 contains 34499 members 
Mstep: Class 31 contains 22230 members 
Mstep: Class 32 contains 2022 members 
Mstep: Class 33 contains 519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111761712.000000 Penalty: 73629.445312
Iteration 75Q: 34 clusters Score -1.117617e+08 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 104835 members 
Mstep: Class 2 contains 12202 members 
Mstep: Class 3 contains 6926 members 
Mstep: Class 4 contains 116331 members 
Mstep: Class 5 contains 1129 members 
Mstep: Class 6 contains 1590 members 
Mstep: Class 7 contains 6867 members 
Mstep: Class 8 contains 9801 members 
Mstep: Class 9 contains 91251 members 
Mstep: Class 10 contains 7062 members 
Mstep: Class 11 contains 104581 members 
Mstep: Class 12 contains 97370 members 
Mstep: Class 13 contains 88193 members 
Mstep: Class 14 contains 1129 members 
Mstep: Class 15 contains 2944 members 
Mstep: Class 16 contains 95507 members 
Mstep: Class 17 contains 35513 members 
Mstep: Class 18 contains 22666 members 
Mstep: Class 19 contains 2711 members 
Mstep: Class 20 contains 690 members 
Mstep: Class 21 contains 7924 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 584 members 
Mstep: Class 24 contains 759 members 
Mstep: Class 25 contains 4828 members 
Mstep: Class 26 contains 19404 members 
Mstep: Class 27 contains 5768 members 
Mstep: Class 28 contains 389 members 
Mstep: Class 29 contains 9395 members 
Mstep: Class 30 contains 34513 members 
Mstep: Class 31 contains 22275 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111761336.000000 Penalty: 73629.445312
Iteration 76Q: 34 clusters Score -1.117613e+08 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 104767 members 
Mstep: Class 2 contains 12218 members 
Mstep: Class 3 contains 6929 members 
Mstep: Class 4 contains 116302 members 
Mstep: Class 5 contains 1128 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 6867 members 
Mstep: Class 8 contains 9798 members 
Mstep: Class 9 contains 91359 members 
Mstep: Class 10 contains 7058 members 
Mstep: Class 11 contains 104598 members 
Mstep: Class 12 contains 97344 members 
Mstep: Class 13 contains 87942 members 
Mstep: Class 14 contains 1130 members 
Mstep: Class 15 contains 2944 members 
Mstep: Class 16 contains 95556 members 
Mstep: Class 17 contains 35543 members 
Mstep: Class 18 contains 22679 members 
Mstep: Class 19 contains 2716 members 
Mstep: Class 20 contains 689 members 
Mstep: Class 21 contains 7930 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 584 members 
Mstep: Class 24 contains 759 members 
Mstep: Class 25 contains 4830 members 
Mstep: Class 26 contains 19489 members 
Mstep: Class 27 contains 5773 members 
Mstep: Class 28 contains 389 members 
Mstep: Class 29 contains 9396 members 
Mstep: Class 30 contains 34516 members 
Mstep: Class 31 contains 22312 members 
Mstep: Class 32 contains 2027 members 
Mstep: Class 33 contains 519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111760920.000000 Penalty: 73629.445312
Iteration 77Q: 34 clusters Score -1.117609e+08 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 104707 members 
Mstep: Class 2 contains 12223 members 
Mstep: Class 3 contains 6932 members 
Mstep: Class 4 contains 116283 members 
Mstep: Class 5 contains 1126 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 6864 members 
Mstep: Class 8 contains 9794 members 
Mstep: Class 9 contains 91493 members 
Mstep: Class 10 contains 7063 members 
Mstep: Class 11 contains 104619 members 
Mstep: Class 12 contains 97326 members 
Mstep: Class 13 contains 87646 members 
Mstep: Class 14 contains 1130 members 
Mstep: Class 15 contains 2945 members 
Mstep: Class 16 contains 95606 members 
Mstep: Class 17 contains 35572 members 
Mstep: Class 18 contains 22680 members 
Mstep: Class 19 contains 2724 members 
Mstep: Class 20 contains 688 members 
Mstep: Class 21 contains 7934 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4834 members 
Mstep: Class 26 contains 19578 members 
Mstep: Class 27 contains 5777 members 
Mstep: Class 28 contains 389 members 
Mstep: Class 29 contains 9394 members 
Mstep: Class 30 contains 34518 members 
Mstep: Class 31 contains 22351 members 
Mstep: Class 32 contains 2033 members 
Mstep: Class 33 contains 519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111760840.000000 Penalty: 73629.445312
Iteration 78Q: 34 clusters Score -1.117608e+08 nChanged 2127
Entering ConstructFrom: 
Score: -111760840.000000 Penalty: 73629.445312
Entering ConstructFrom: 
Trying to split cluster 1 (104642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104642 members 
Entering Unmasked Estep 
Score: -13102470.000000 Penalty: 1878.223755
	Iteration 0F: 2 clusters Score -1.310247e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52287 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
Score: -13034773.000000 Penalty: 3756.447510
	Iteration 0F: 3 clusters Score -1.303477e+07 nChanged 50098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 53553 members 
Entering Unmasked Estep 
Score: -13064354.000000 Penalty: 3756.447510
	Iteration 1F: 3 clusters Score -1.306435e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50334 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -13065583.000000 Penalty: 3756.447510
	Iteration 2Q: 3 clusters Score -1.306558e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 55447 members 
Entering Unmasked Estep 
Score: -13067112.000000 Penalty: 3756.447510
	Iteration 3Q: 3 clusters Score -1.306711e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47612 members 
Mstep: Class 2 contains 57030 members 
Entering Unmasked Estep 
Score: -13068995.000000 Penalty: 3756.447510
	Iteration 4Q: 3 clusters Score -1.3069e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 59298 members 
Entering Unmasked Estep 
Score: -13071463.000000 Penalty: 3756.447510
	Iteration 5Q: 3 clusters Score -1.307146e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 62166 members 
Entering Unmasked Estep 
Score: -13074800.000000 Penalty: 3756.447510
	Iteration 6F: 3 clusters Score -1.30748e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 65466 members 
Entering Unmasked Estep 
Score: -13079089.000000 Penalty: 3756.447510
	Iteration 7F: 3 clusters Score -1.307909e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 68755 members 
Entering Unmasked Estep 
Score: -13083518.000000 Penalty: 3756.447510
	Iteration 8F: 3 clusters Score -1.308352e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 71578 members 
Entering Unmasked Estep 
Score: -13087412.000000 Penalty: 3756.447510
	Iteration 9F: 3 clusters Score -1.308741e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 73695 members 
Entering Unmasked Estep 
Score: -13089761.000000 Penalty: 3756.447510
	Iteration 10Q: 3 clusters Score -1.308976e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 75416 members 
Entering Unmasked Estep 
Score: -13091132.000000 Penalty: 3756.447510
	Iteration 11Q: 3 clusters Score -1.309113e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 77058 members 
Entering Unmasked Estep 
Score: -13092091.000000 Penalty: 3756.447510
	Iteration 12Q: 3 clusters Score -1.309209e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 78679 members 
Entering Unmasked Estep 
Score: -13092840.000000 Penalty: 3756.447510
	Iteration 13Q: 3 clusters Score -1.309284e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 80278 members 
Entering Unmasked Estep 
Score: -13093519.000000 Penalty: 3756.447510
	Iteration 14Q: 3 clusters Score -1.309352e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 81836 members 
Entering Unmasked Estep 
Score: -13094133.000000 Penalty: 3756.447510
	Iteration 15Q: 3 clusters Score -1.309413e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 83350 members 
Entering Unmasked Estep 
Score: -13094641.000000 Penalty: 3756.447510
	Iteration 16Q: 3 clusters Score -1.309464e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 84855 members 
Entering Unmasked Estep 
Score: -13095249.000000 Penalty: 3756.447510
	Iteration 17Q: 3 clusters Score -1.309525e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 86324 members 
Entering Unmasked Estep 
Score: -13095850.000000 Penalty: 3756.447510
	Iteration 18Q: 3 clusters Score -1.309585e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 87753 members 
Entering Unmasked Estep 
Score: -13096364.000000 Penalty: 3756.447510
	Iteration 19Q: 3 clusters Score -1.309636e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 89174 members 
Entering Unmasked Estep 
Score: -13096902.000000 Penalty: 3756.447510
	Iteration 20F: 3 clusters Score -1.30969e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 90600 members 
Entering Unmasked Estep 
Score: -13097505.000000 Penalty: 3756.447510
	Iteration 21Q: 3 clusters Score -1.30975e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 92035 members 
Entering Unmasked Estep 
Score: -13098150.000000 Penalty: 3756.447510
	Iteration 22Q: 3 clusters Score -1.309815e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 93419 members 
Entering Unmasked Estep 
Score: -13098724.000000 Penalty: 3756.447510
	Iteration 23Q: 3 clusters Score -1.309872e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 94709 members 
Entering Unmasked Estep 
Score: -13099214.000000 Penalty: 3756.447510
	Iteration 24Q: 3 clusters Score -1.309921e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 95944 members 
Entering Unmasked Estep 
Score: -13099664.000000 Penalty: 3756.447510
	Iteration 25Q: 3 clusters Score -1.309966e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 97124 members 
Entering Unmasked Estep 
Score: -13099927.000000 Penalty: 3756.447510
	Iteration 26Q: 3 clusters Score -1.309993e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 98242 members 
Entering Unmasked Estep 
Score: -13100259.000000 Penalty: 3756.447510
	Iteration 27Q: 3 clusters Score -1.310026e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 99275 members 
Entering Unmasked Estep 
Score: -13100558.000000 Penalty: 3756.447510
	Iteration 28Q: 3 clusters Score -1.310056e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 100212 members 
Entering Unmasked Estep 
Score: -13100786.000000 Penalty: 3756.447510
	Iteration 29Q: 3 clusters Score -1.310079e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 101072 members 
Entering Unmasked Estep 
Score: -13100972.000000 Penalty: 3756.447510
	Iteration 30Q: 3 clusters Score -1.310097e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 101776 members 
Entering Unmasked Estep 
Score: -13101056.000000 Penalty: 3756.447510
	Iteration 31Q: 3 clusters Score -1.310106e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 102349 members 
Entering Unmasked Estep 
Score: -13101130.000000 Penalty: 3756.447510
	Iteration 32Q: 3 clusters Score -1.310113e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 102777 members 
Entering Unmasked Estep 
Score: -13101121.000000 Penalty: 3756.447510
	Iteration 33Q: 3 clusters Score -1.310112e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 103119 members 
Entering Unmasked Estep 
Score: -13101118.000000 Penalty: 3756.447510
	Iteration 34Q: 3 clusters Score -1.310112e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 103396 members 
Entering Unmasked Estep 
Score: -13101143.000000 Penalty: 3756.447510
	Iteration 35Q: 3 clusters Score -1.310114e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 103591 members 
Entering Unmasked Estep 
Score: -13101144.000000 Penalty: 3756.447510
	Iteration 36Q: 3 clusters Score -1.310114e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 103731 members 
Entering Unmasked Estep 
Score: -13101197.000000 Penalty: 3756.447510
	Iteration 37Q: 3 clusters Score -1.31012e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 103824 members 
Entering Unmasked Estep 
Score: -13101197.000000 Penalty: 3756.447510
	Iteration 38Q: 3 clusters Score -1.31012e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 103882 members 
Entering Unmasked Estep 
Score: -13101201.000000 Penalty: 3756.447510
	Iteration 39Q: 3 clusters Score -1.31012e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 103932 members 
Entering Unmasked Estep 
Score: -13101208.000000 Penalty: 3756.447510
	Iteration 40F: 3 clusters Score -1.310121e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 103958 members 
Entering Unmasked Estep 
Score: -13101194.000000 Penalty: 3756.447510
	Iteration 41Q: 3 clusters Score -1.310119e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 103978 members 
Entering Unmasked Estep 
Score: -13101196.000000 Penalty: 3756.447510
	Iteration 42Q: 3 clusters Score -1.31012e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 104000 members 
Entering Unmasked Estep 
Score: -13101212.000000 Penalty: 3756.447510
	Iteration 43Q: 3 clusters Score -1.310121e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 104018 members 
Entering Unmasked Estep 
Score: -13101224.000000 Penalty: 3756.447510
	Iteration 44Q: 3 clusters Score -1.310122e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 104025 members 
Entering Unmasked Estep 
Score: -13101233.000000 Penalty: 3756.447510
	Iteration 45Q: 3 clusters Score -1.310123e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 104037 members 
Entering Unmasked Estep 
Score: -13101230.000000 Penalty: 3756.447510
	Iteration 46Q: 3 clusters Score -1.310123e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 104053 members 
Entering Unmasked Estep 
Score: -13101235.000000 Penalty: 3756.447510
	Iteration 47Q: 3 clusters Score -1.310124e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 104071 members 
Entering Unmasked Estep 
Score: -13101239.000000 Penalty: 3756.447510
	Iteration 48Q: 3 clusters Score -1.310124e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 104080 members 
Entering Unmasked Estep 
Score: -13101245.000000 Penalty: 3756.447510
	Iteration 49Q: 3 clusters Score -1.310124e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 104091 members 
Entering Unmasked Estep 
Score: -13101233.000000 Penalty: 3756.447510
	Iteration 50Q: 3 clusters Score -1.310123e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 104100 members 
Entering Unmasked Estep 
Score: -13101240.000000 Penalty: 3756.447510
	Iteration 51Q: 3 clusters Score -1.310124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 104106 members 
Entering Unmasked Estep 
Score: -13101238.000000 Penalty: 3756.447510
	Iteration 52Q: 3 clusters Score -1.310124e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 104108 members 
Entering Unmasked Estep 
Score: -13101242.000000 Penalty: 3756.447510
	Iteration 53Q: 3 clusters Score -1.310124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 104114 members 
Entering Unmasked Estep 
Score: -13101245.000000 Penalty: 3756.447510
	Iteration 54Q: 3 clusters Score -1.310124e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 104116 members 
Entering Unmasked Estep 
Score: -13101238.000000 Penalty: 3756.447510
	Iteration 55Q: 3 clusters Score -1.310124e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 104121 members 
Entering Unmasked Estep 
Score: -13101233.000000 Penalty: 3756.447510
	Iteration 56Q: 3 clusters Score -1.310123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 104125 members 
Entering Unmasked Estep 
Score: -13101240.000000 Penalty: 3756.447510
	Iteration 57Q: 3 clusters Score -1.310124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 104127 members 
Entering Unmasked Estep 
Score: -13101247.000000 Penalty: 3756.447510
	Iteration 58Q: 3 clusters Score -1.310125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 104127 members 
Entering Unmasked Estep 
Score: -13101256.000000 Penalty: 3756.447510
	Iteration 59Q: 3 clusters Score -1.310126e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 104133 members 
Entering Unmasked Estep 
Score: -13101260.000000 Penalty: 3756.447510
	Iteration 60F: 3 clusters Score -1.310126e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 104137 members 
Entering Unmasked Estep 
Score: -13101275.000000 Penalty: 3756.447510
	Iteration 61Q: 3 clusters Score -1.310128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 104141 members 
Entering Unmasked Estep 
Score: -13101270.000000 Penalty: 3756.447510
	Iteration 62Q: 3 clusters Score -1.310127e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 104151 members 
Entering Unmasked Estep 
Score: -13101270.000000 Penalty: 3756.447510
	Iteration 63Q: 3 clusters Score -1.310127e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 104159 members 
Entering Unmasked Estep 
Score: -13101264.000000 Penalty: 3756.447510
	Iteration 64Q: 3 clusters Score -1.310126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 104164 members 
Entering Unmasked Estep 
Score: -13101259.000000 Penalty: 3756.447510
	Iteration 65Q: 3 clusters Score -1.310126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 104163 members 
Entering Unmasked Estep 
Score: -13101258.000000 Penalty: 3756.447510
	Iteration 66Q: 3 clusters Score -1.310126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 104160 members 
Entering Unmasked Estep 
Score: -13101277.000000 Penalty: 3756.447510
	Iteration 67Q: 3 clusters Score -1.310128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 104160 members 
Entering Unmasked Estep 
Score: -13101273.000000 Penalty: 3756.447510
	Iteration 68Q: 3 clusters Score -1.310127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 104163 members 
Entering Unmasked Estep 
Score: -13101280.000000 Penalty: 3756.447510
	Iteration 69Q: 3 clusters Score -1.310128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 104166 members 
Entering Unmasked Estep 
Score: -13101278.000000 Penalty: 3756.447510
	Iteration 70Q: 3 clusters Score -1.310128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 104167 members 
Entering Unmasked Estep 
Score: -13101272.000000 Penalty: 3756.447510
	Iteration 71Q: 3 clusters Score -1.310127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 104169 members 
Entering Unmasked Estep 
Score: -13101268.000000 Penalty: 3756.447510
	Iteration 72Q: 3 clusters Score -1.310127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 104170 members 
Entering Unmasked Estep 
Score: -13101264.000000 Penalty: 3756.447510
	Iteration 73Q: 3 clusters Score -1.310126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 104172 members 
Entering Unmasked Estep 
Score: -13101272.000000 Penalty: 3756.447510
	Iteration 74Q: 3 clusters Score -1.310127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 104172 members 
Entering Unmasked Estep 
Score: -13101274.000000 Penalty: 3756.447510
	Iteration 75Q: 3 clusters Score -1.310127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 104175 members 
Entering Unmasked Estep 
Score: -13101278.000000 Penalty: 3756.447510
	Iteration 76Q: 3 clusters Score -1.310128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 104177 members 
Entering Unmasked Estep 
Score: -13101283.000000 Penalty: 3756.447510
	Iteration 77Q: 3 clusters Score -1.310128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 104177 members 
Entering Unmasked Estep 
Score: -13101283.000000 Penalty: 3756.447510
	Iteration 78Q: 3 clusters Score -1.310128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 104177 members 
Entering Unmasked Estep 
Score: -13101283.000000 Penalty: 3756.447510
	Iteration 79F: 3 clusters Score -1.310128e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Entering Unmasked Estep 
Score: -1426780.000000 Penalty: 1529.498901
	Iteration 0F: 2 clusters Score -1426780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1418186.125000 Penalty: 3058.997803
	Iteration 0F: 3 clusters Score -1418186 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1421230.750000 Penalty: 3058.997803
	Iteration 1F: 3 clusters Score -1421231 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1421674.875000 Penalty: 3058.997803
	Iteration 2F: 3 clusters Score -1421675 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1422125.500000 Penalty: 3058.997803
	Iteration 3F: 3 clusters Score -1422126 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1422591.125000 Penalty: 3058.997803
	Iteration 4F: 3 clusters Score -1422591 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1423133.750000 Penalty: 3058.997803
	Iteration 5F: 3 clusters Score -1423134 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1423639.250000 Penalty: 3058.997803
	Iteration 6F: 3 clusters Score -1423639 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1424078.625000 Penalty: 3058.997803
	Iteration 7F: 3 clusters Score -1424079 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1424375.875000 Penalty: 3058.997803
	Iteration 8Q: 3 clusters Score -1424376 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1424572.500000 Penalty: 3058.997803
	Iteration 9Q: 3 clusters Score -1424572 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1424728.625000 Penalty: 3058.997803
	Iteration 10Q: 3 clusters Score -1424729 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1424831.375000 Penalty: 3058.997803
	Iteration 11Q: 3 clusters Score -1424831 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1424899.875000 Penalty: 3058.997803
	Iteration 12Q: 3 clusters Score -1424900 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1424944.375000 Penalty: 3058.997803
	Iteration 13Q: 3 clusters Score -1424944 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1424968.125000 Penalty: 3058.997803
	Iteration 14Q: 3 clusters Score -1424968 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1424991.625000 Penalty: 3058.997803
	Iteration 15Q: 3 clusters Score -1424992 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1425014.625000 Penalty: 3058.997803
	Iteration 16Q: 3 clusters Score -1425015 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1425030.250000 Penalty: 3058.997803
	Iteration 17Q: 3 clusters Score -1425030 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1425045.000000 Penalty: 3058.997803
	Iteration 18Q: 3 clusters Score -1425045 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1425060.750000 Penalty: 3058.997803
	Iteration 19Q: 3 clusters Score -1425061 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1425068.125000 Penalty: 3058.997803
	Iteration 20F: 3 clusters Score -1425068 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1425076.875000 Penalty: 3058.997803
	Iteration 21Q: 3 clusters Score -1425077 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1425085.875000 Penalty: 3058.997803
	Iteration 22Q: 3 clusters Score -1425086 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1425096.000000 Penalty: 3058.997803
	Iteration 23Q: 3 clusters Score -1425096 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1425105.500000 Penalty: 3058.997803
	Iteration 24Q: 3 clusters Score -1425106 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1425108.625000 Penalty: 3058.997803
	Iteration 25Q: 3 clusters Score -1425109 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1425117.125000 Penalty: 3058.997803
	Iteration 26Q: 3 clusters Score -1425117 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1425121.250000 Penalty: 3058.997803
	Iteration 27Q: 3 clusters Score -1425121 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1425124.875000 Penalty: 3058.997803
	Iteration 28Q: 3 clusters Score -1425125 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1425124.000000 Penalty: 3058.997803
	Iteration 29Q: 3 clusters Score -1425124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1425127.750000 Penalty: 3058.997803
	Iteration 30Q: 3 clusters Score -1425128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1425131.375000 Penalty: 3058.997803
	Iteration 31Q: 3 clusters Score -1425131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1425133.500000 Penalty: 3058.997803
	Iteration 32Q: 3 clusters Score -1425134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1425137.625000 Penalty: 3058.997803
	Iteration 33Q: 3 clusters Score -1425138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1425137.625000 Penalty: 3058.997803
	Iteration 34Q: 3 clusters Score -1425138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1425134.375000 Penalty: 3058.997803
	Iteration 35Q: 3 clusters Score -1425134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1425135.875000 Penalty: 3058.997803
	Iteration 36Q: 3 clusters Score -1425136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1425135.750000 Penalty: 3058.997803
	Iteration 37Q: 3 clusters Score -1425136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1425140.500000 Penalty: 3058.997803
	Iteration 38Q: 3 clusters Score -1425140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1425141.750000 Penalty: 3058.997803
	Iteration 39Q: 3 clusters Score -1425142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1425143.875000 Penalty: 3058.997803
	Iteration 40F: 3 clusters Score -1425144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1425145.750000 Penalty: 3058.997803
	Iteration 41Q: 3 clusters Score -1425146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1425145.000000 Penalty: 3058.997803
	Iteration 42Q: 3 clusters Score -1425145 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1425152.250000 Penalty: 3058.997803
	Iteration 43Q: 3 clusters Score -1425152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1425152.875000 Penalty: 3058.997803
	Iteration 44Q: 3 clusters Score -1425153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1425156.875000 Penalty: 3058.997803
	Iteration 45Q: 3 clusters Score -1425157 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1425154.750000 Penalty: 3058.997803
	Iteration 46Q: 3 clusters Score -1425155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1425158.125000 Penalty: 3058.997803
	Iteration 47Q: 3 clusters Score -1425158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1425157.625000 Penalty: 3058.997803
	Iteration 48Q: 3 clusters Score -1425158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1425162.750000 Penalty: 3058.997803
	Iteration 49Q: 3 clusters Score -1425163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1425160.750000 Penalty: 3058.997803
	Iteration 50Q: 3 clusters Score -1425161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1425165.750000 Penalty: 3058.997803
	Iteration 51Q: 3 clusters Score -1425166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1425166.875000 Penalty: 3058.997803
	Iteration 52Q: 3 clusters Score -1425167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1425166.250000 Penalty: 3058.997803
	Iteration 53Q: 3 clusters Score -1425166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1425163.500000 Penalty: 3058.997803
	Iteration 54Q: 3 clusters Score -1425164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1425163.625000 Penalty: 3058.997803
	Iteration 55Q: 3 clusters Score -1425164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1425166.875000 Penalty: 3058.997803
	Iteration 56Q: 3 clusters Score -1425167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1425164.250000 Penalty: 3058.997803
	Iteration 57Q: 3 clusters Score -1425164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1425170.250000 Penalty: 3058.997803
	Iteration 58Q: 3 clusters Score -1425170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1425171.625000 Penalty: 3058.997803
	Iteration 59Q: 3 clusters Score -1425172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1425170.875000 Penalty: 3058.997803
	Iteration 60F: 3 clusters Score -1425171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1425173.125000 Penalty: 3058.997803
	Iteration 61Q: 3 clusters Score -1425173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1425175.500000 Penalty: 3058.997803
	Iteration 62Q: 3 clusters Score -1425176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1425175.250000 Penalty: 3058.997803
	Iteration 63Q: 3 clusters Score -1425175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1425174.250000 Penalty: 3058.997803
	Iteration 64Q: 3 clusters Score -1425174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1425175.750000 Penalty: 3058.997803
	Iteration 65Q: 3 clusters Score -1425176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1425178.250000 Penalty: 3058.997803
	Iteration 66Q: 3 clusters Score -1425178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1425180.625000 Penalty: 3058.997803
	Iteration 67Q: 3 clusters Score -1425181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1425179.750000 Penalty: 3058.997803
	Iteration 68Q: 3 clusters Score -1425180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1425182.625000 Penalty: 3058.997803
	Iteration 69Q: 3 clusters Score -1425183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1425185.500000 Penalty: 3058.997803
	Iteration 70Q: 3 clusters Score -1425186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1425183.375000 Penalty: 3058.997803
	Iteration 71Q: 3 clusters Score -1425183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1425183.875000 Penalty: 3058.997803
	Iteration 72Q: 3 clusters Score -1425184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1425186.500000 Penalty: 3058.997803
	Iteration 73Q: 3 clusters Score -1425186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1425183.625000 Penalty: 3058.997803
	Iteration 74Q: 3 clusters Score -1425184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1425186.500000 Penalty: 3058.997803
	Iteration 75Q: 3 clusters Score -1425186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1425185.500000 Penalty: 3058.997803
	Iteration 76Q: 3 clusters Score -1425186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1425185.750000 Penalty: 3058.997803
	Iteration 77Q: 3 clusters Score -1425186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1425184.000000 Penalty: 3058.997803
	Iteration 78Q: 3 clusters Score -1425184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1425187.250000 Penalty: 3058.997803
	Iteration 79Q: 3 clusters Score -1425187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1425187.625000 Penalty: 3058.997803
	Iteration 80F: 3 clusters Score -1425188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1425187.000000 Penalty: 3058.997803
	Iteration 81Q: 3 clusters Score -1425187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1425188.000000 Penalty: 3058.997803
	Iteration 82Q: 3 clusters Score -1425188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1425185.625000 Penalty: 3058.997803
	Iteration 83Q: 3 clusters Score -1425186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1425190.625000 Penalty: 3058.997803
	Iteration 84Q: 3 clusters Score -1425191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1425189.625000 Penalty: 3058.997803
	Iteration 85Q: 3 clusters Score -1425190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1425188.500000 Penalty: 3058.997803
	Iteration 86Q: 3 clusters Score -1425188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1425187.125000 Penalty: 3058.997803
	Iteration 87Q: 3 clusters Score -1425187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1425187.500000 Penalty: 3058.997803
	Iteration 88Q: 3 clusters Score -1425188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1425188.750000 Penalty: 3058.997803
	Iteration 89Q: 3 clusters Score -1425189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1425189.250000 Penalty: 3058.997803
	Iteration 90Q: 3 clusters Score -1425189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1425189.875000 Penalty: 3058.997803
	Iteration 91Q: 3 clusters Score -1425190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1425189.750000 Penalty: 3058.997803
	Iteration 92Q: 3 clusters Score -1425190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1425193.000000 Penalty: 3058.997803
	Iteration 93Q: 3 clusters Score -1425193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1425193.750000 Penalty: 3058.997803
	Iteration 94Q: 3 clusters Score -1425194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1425194.875000 Penalty: 3058.997803
	Iteration 95Q: 3 clusters Score -1425195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1425194.750000 Penalty: 3058.997803
	Iteration 96Q: 3 clusters Score -1425195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1425194.750000 Penalty: 3058.997803
	Iteration 97F: 3 clusters Score -1425195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Entering Unmasked Estep 
Score: -827889.562500 Penalty: 1437.274902
	Iteration 0F: 2 clusters Score -827889.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -822713.812500 Penalty: 2874.549805
	Iteration 0F: 3 clusters Score -822713.8 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -824237.750000 Penalty: 2874.549805
	Iteration 1F: 3 clusters Score -824237.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -824487.312500 Penalty: 2874.549805
	Iteration 2F: 3 clusters Score -824487.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -824764.937500 Penalty: 2874.549805
	Iteration 3F: 3 clusters Score -824764.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -825050.687500 Penalty: 2874.549805
	Iteration 4F: 3 clusters Score -825050.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -825357.500000 Penalty: 2874.549805
	Iteration 5F: 3 clusters Score -825357.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -825614.500000 Penalty: 2874.549805
	Iteration 6F: 3 clusters Score -825614.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -825816.812500 Penalty: 2874.549805
	Iteration 7Q: 3 clusters Score -825816.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -825984.562500 Penalty: 2874.549805
	Iteration 8Q: 3 clusters Score -825984.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -826146.562500 Penalty: 2874.549805
	Iteration 9Q: 3 clusters Score -826146.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -826256.625000 Penalty: 2874.549805
	Iteration 10Q: 3 clusters Score -826256.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -826337.187500 Penalty: 2874.549805
	Iteration 11Q: 3 clusters Score -826337.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -826401.250000 Penalty: 2874.549805
	Iteration 12Q: 3 clusters Score -826401.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -826448.812500 Penalty: 2874.549805
	Iteration 13Q: 3 clusters Score -826448.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -826485.062500 Penalty: 2874.549805
	Iteration 14Q: 3 clusters Score -826485.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -826516.625000 Penalty: 2874.549805
	Iteration 15Q: 3 clusters Score -826516.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -826539.687500 Penalty: 2874.549805
	Iteration 16Q: 3 clusters Score -826539.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -826549.187500 Penalty: 2874.549805
	Iteration 17Q: 3 clusters Score -826549.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -826560.125000 Penalty: 2874.549805
	Iteration 18Q: 3 clusters Score -826560.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -826572.125000 Penalty: 2874.549805
	Iteration 19Q: 3 clusters Score -826572.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -826579.312500 Penalty: 2874.549805
	Iteration 20F: 3 clusters Score -826579.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -826584.625000 Penalty: 2874.549805
	Iteration 21Q: 3 clusters Score -826584.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -826590.125000 Penalty: 2874.549805
	Iteration 22Q: 3 clusters Score -826590.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -826595.500000 Penalty: 2874.549805
	Iteration 23Q: 3 clusters Score -826595.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -826600.125000 Penalty: 2874.549805
	Iteration 24Q: 3 clusters Score -826600.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -826601.750000 Penalty: 2874.549805
	Iteration 25Q: 3 clusters Score -826601.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -826604.687500 Penalty: 2874.549805
	Iteration 26Q: 3 clusters Score -826604.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -826606.312500 Penalty: 2874.549805
	Iteration 27Q: 3 clusters Score -826606.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -826608.000000 Penalty: 2874.549805
	Iteration 28Q: 3 clusters Score -826608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -826611.875000 Penalty: 2874.549805
	Iteration 29Q: 3 clusters Score -826611.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -826613.187500 Penalty: 2874.549805
	Iteration 30Q: 3 clusters Score -826613.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -826615.187500 Penalty: 2874.549805
	Iteration 31Q: 3 clusters Score -826615.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -826616.062500 Penalty: 2874.549805
	Iteration 32Q: 3 clusters Score -826616.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -826618.187500 Penalty: 2874.549805
	Iteration 33Q: 3 clusters Score -826618.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -826618.812500 Penalty: 2874.549805
	Iteration 34Q: 3 clusters Score -826618.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -826626.187500 Penalty: 2874.549805
	Iteration 35Q: 3 clusters Score -826626.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -826630.375000 Penalty: 2874.549805
	Iteration 36Q: 3 clusters Score -826630.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -826632.625000 Penalty: 2874.549805
	Iteration 37Q: 3 clusters Score -826632.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -826636.687500 Penalty: 2874.549805
	Iteration 38Q: 3 clusters Score -826636.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -826639.312500 Penalty: 2874.549805
	Iteration 39Q: 3 clusters Score -826639.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -826640.500000 Penalty: 2874.549805
	Iteration 40F: 3 clusters Score -826640.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -826641.500000 Penalty: 2874.549805
	Iteration 41Q: 3 clusters Score -826641.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -826643.000000 Penalty: 2874.549805
	Iteration 42Q: 3 clusters Score -826643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -826644.187500 Penalty: 2874.549805
	Iteration 43Q: 3 clusters Score -826644.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -826647.437500 Penalty: 2874.549805
	Iteration 44Q: 3 clusters Score -826647.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -826649.000000 Penalty: 2874.549805
	Iteration 45Q: 3 clusters Score -826649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -826651.812500 Penalty: 2874.549805
	Iteration 46Q: 3 clusters Score -826651.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -826651.812500 Penalty: 2874.549805
	Iteration 47F: 3 clusters Score -826651.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (116248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116248 members 
Entering Unmasked Estep 
Score: -14399753.000000 Penalty: 1895.315674
	Iteration 0F: 2 clusters Score -1.439975e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57787 members 
Mstep: Class 2 contains 58461 members 
Entering Unmasked Estep 
Score: -14326559.000000 Penalty: 3790.631348
	Iteration 0F: 3 clusters Score -1.432656e+07 nChanged 55906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 63223 members 
Entering Unmasked Estep 
Score: -14359355.000000 Penalty: 3790.631348
	Iteration 1F: 3 clusters Score -1.435936e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49735 members 
Mstep: Class 2 contains 66513 members 
Entering Unmasked Estep 
Score: -14360854.000000 Penalty: 3790.631348
	Iteration 2Q: 3 clusters Score -1.436085e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44681 members 
Mstep: Class 2 contains 71567 members 
Entering Unmasked Estep 
Score: -14363476.000000 Penalty: 3790.631348
	Iteration 3Q: 3 clusters Score -1.436348e+07 nChanged 7539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 78870 members 
Entering Unmasked Estep 
Score: -14367944.000000 Penalty: 3790.631348
	Iteration 4F: 3 clusters Score -1.436794e+07 nChanged 9825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 88631 members 
Entering Unmasked Estep 
Score: -14375680.000000 Penalty: 3790.631348
	Iteration 5F: 3 clusters Score -1.437568e+07 nChanged 11015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 99626 members 
Entering Unmasked Estep 
Score: -14386302.000000 Penalty: 3790.631348
	Iteration 6F: 3 clusters Score -1.43863e+07 nChanged 9107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 108733 members 
Entering Unmasked Estep 
Score: -14393310.000000 Penalty: 3790.631348
	Iteration 7F: 3 clusters Score -1.439331e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 113481 members 
Entering Unmasked Estep 
Score: -14396337.000000 Penalty: 3790.631348
	Iteration 8Q: 3 clusters Score -1.439634e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 115199 members 
Entering Unmasked Estep 
Score: -14397455.000000 Penalty: 3790.631348
	Iteration 9Q: 3 clusters Score -1.439746e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 115719 members 
Entering Unmasked Estep 
Score: -14397823.000000 Penalty: 3790.631348
	Iteration 10Q: 3 clusters Score -1.439782e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 115891 members 
Entering Unmasked Estep 
Score: -14397979.000000 Penalty: 3790.631348
	Iteration 11Q: 3 clusters Score -1.439798e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 115934 members 
Entering Unmasked Estep 
Score: -14398021.000000 Penalty: 3790.631348
	Iteration 12Q: 3 clusters Score -1.439802e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 115954 members 
Entering Unmasked Estep 
Score: -14398043.000000 Penalty: 3790.631348
	Iteration 13Q: 3 clusters Score -1.439804e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 115963 members 
Entering Unmasked Estep 
Score: -14398055.000000 Penalty: 3790.631348
	Iteration 14Q: 3 clusters Score -1.439806e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 115974 members 
Entering Unmasked Estep 
Score: -14398093.000000 Penalty: 3790.631348
	Iteration 15Q: 3 clusters Score -1.439809e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 115976 members 
Entering Unmasked Estep 
Score: -14398125.000000 Penalty: 3790.631348
	Iteration 16Q: 3 clusters Score -1.439812e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 115978 members 
Entering Unmasked Estep 
Score: -14398135.000000 Penalty: 3790.631348
	Iteration 17Q: 3 clusters Score -1.439814e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 115980 members 
Entering Unmasked Estep 
Score: -14398141.000000 Penalty: 3790.631348
	Iteration 18Q: 3 clusters Score -1.439814e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 115978 members 
Entering Unmasked Estep 
Score: -14398160.000000 Penalty: 3790.631348
	Iteration 19Q: 3 clusters Score -1.439816e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 115971 members 
Entering Unmasked Estep 
Score: -14398172.000000 Penalty: 3790.631348
	Iteration 20F: 3 clusters Score -1.439817e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 115970 members 
Entering Unmasked Estep 
Score: -14398186.000000 Penalty: 3790.631348
	Iteration 21Q: 3 clusters Score -1.439819e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 115975 members 
Entering Unmasked Estep 
Score: -14398191.000000 Penalty: 3790.631348
	Iteration 22Q: 3 clusters Score -1.439819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 115976 members 
Entering Unmasked Estep 
Score: -14398193.000000 Penalty: 3790.631348
	Iteration 23Q: 3 clusters Score -1.439819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 115978 members 
Entering Unmasked Estep 
Score: -14398201.000000 Penalty: 3790.631348
	Iteration 24Q: 3 clusters Score -1.43982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 115980 members 
Entering Unmasked Estep 
Score: -14398211.000000 Penalty: 3790.631348
	Iteration 25Q: 3 clusters Score -1.439821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 115981 members 
Entering Unmasked Estep 
Score: -14398201.000000 Penalty: 3790.631348
	Iteration 26Q: 3 clusters Score -1.43982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 115981 members 
Entering Unmasked Estep 
Score: -14398201.000000 Penalty: 3790.631348
	Iteration 27F: 3 clusters Score -1.43982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -119795.093750 Penalty: 1141.794312
	Iteration 0F: 2 clusters Score -119795.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -118310.656250 Penalty: 2283.588623
	Iteration 0F: 3 clusters Score -118310.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -118841.804688 Penalty: 2283.588623
	Iteration 1F: 3 clusters Score -118841.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -119042.070312 Penalty: 2283.588623
	Iteration 2F: 3 clusters Score -119042.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -119166.632812 Penalty: 2283.588623
	Iteration 3F: 3 clusters Score -119166.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -119248.054688 Penalty: 2283.588623
	Iteration 4F: 3 clusters Score -119248.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -119299.695312 Penalty: 2283.588623
	Iteration 5Q: 3 clusters Score -119299.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -119316.585938 Penalty: 2283.588623
	Iteration 6Q: 3 clusters Score -119316.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -119329.687500 Penalty: 2283.588623
	Iteration 7Q: 3 clusters Score -119329.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -119343.242188 Penalty: 2283.588623
	Iteration 8Q: 3 clusters Score -119343.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -119350.617188 Penalty: 2283.588623
	Iteration 9Q: 3 clusters Score -119350.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -119357.093750 Penalty: 2283.588623
	Iteration 10Q: 3 clusters Score -119357.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -119363.039062 Penalty: 2283.588623
	Iteration 11Q: 3 clusters Score -119363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -119367.820312 Penalty: 2283.588623
	Iteration 12Q: 3 clusters Score -119367.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -119377.148438 Penalty: 2283.588623
	Iteration 13Q: 3 clusters Score -119377.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -119388.632812 Penalty: 2283.588623
	Iteration 14Q: 3 clusters Score -119388.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -119395.585938 Penalty: 2283.588623
	Iteration 15Q: 3 clusters Score -119395.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -119401.937500 Penalty: 2283.588623
	Iteration 16Q: 3 clusters Score -119401.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -119409.007812 Penalty: 2283.588623
	Iteration 17Q: 3 clusters Score -119409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -119420.281250 Penalty: 2283.588623
	Iteration 18Q: 3 clusters Score -119420.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -119427.687500 Penalty: 2283.588623
	Iteration 19Q: 3 clusters Score -119427.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -119433.984375 Penalty: 2283.588623
	Iteration 20F: 3 clusters Score -119434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -119442.585938 Penalty: 2283.588623
	Iteration 21Q: 3 clusters Score -119442.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -119444.359375 Penalty: 2283.588623
	Iteration 22Q: 3 clusters Score -119444.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -119444.546875 Penalty: 2283.588623
	Iteration 23Q: 3 clusters Score -119444.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -119444.546875 Penalty: 2283.588623
	Iteration 24F: 3 clusters Score -119444.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Entering Unmasked Estep 
Score: -176044.593750 Penalty: 1197.150024
	Iteration 0F: 2 clusters Score -176044.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -174241.093750 Penalty: 2394.300049
	Iteration 0F: 3 clusters Score -174241.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -174727.812500 Penalty: 2394.300049
	Iteration 1F: 3 clusters Score -174727.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -174951.281250 Penalty: 2394.300049
	Iteration 2F: 3 clusters Score -174951.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -175130.343750 Penalty: 2394.300049
	Iteration 3F: 3 clusters Score -175130.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -175262.531250 Penalty: 2394.300049
	Iteration 4F: 3 clusters Score -175262.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -175442.250000 Penalty: 2394.300049
	Iteration 5F: 3 clusters Score -175442.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -175546.437500 Penalty: 2394.300049
	Iteration 6F: 3 clusters Score -175546.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -175587.765625 Penalty: 2394.300049
	Iteration 7Q: 3 clusters Score -175587.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -175617.484375 Penalty: 2394.300049
	Iteration 8Q: 3 clusters Score -175617.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -175628.687500 Penalty: 2394.300049
	Iteration 9Q: 3 clusters Score -175628.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -175642.031250 Penalty: 2394.300049
	Iteration 10Q: 3 clusters Score -175642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -175649.062500 Penalty: 2394.300049
	Iteration 11Q: 3 clusters Score -175649.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -175652.062500 Penalty: 2394.300049
	Iteration 12Q: 3 clusters Score -175652.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -175653.359375 Penalty: 2394.300049
	Iteration 13Q: 3 clusters Score -175653.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -175656.515625 Penalty: 2394.300049
	Iteration 14Q: 3 clusters Score -175656.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -175659.921875 Penalty: 2394.300049
	Iteration 15Q: 3 clusters Score -175659.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -175662.218750 Penalty: 2394.300049
	Iteration 16Q: 3 clusters Score -175662.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -175662.984375 Penalty: 2394.300049
	Iteration 17Q: 3 clusters Score -175663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -175662.984375 Penalty: 2394.300049
	Iteration 18F: 3 clusters Score -175663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Entering Unmasked Estep 
Score: -820158.062500 Penalty: 1435.579834
	Iteration 0F: 2 clusters Score -820158.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -815033.312500 Penalty: 2871.159668
	Iteration 0F: 3 clusters Score -815033.3 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -816656.562500 Penalty: 2871.159668
	Iteration 1F: 3 clusters Score -816656.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -816913.250000 Penalty: 2871.159668
	Iteration 2F: 3 clusters Score -816913.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -817098.375000 Penalty: 2871.159668
	Iteration 3F: 3 clusters Score -817098.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -817244.562500 Penalty: 2871.159668
	Iteration 4Q: 3 clusters Score -817244.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -817390.687500 Penalty: 2871.159668
	Iteration 5Q: 3 clusters Score -817390.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -817560.312500 Penalty: 2871.159668
	Iteration 6Q: 3 clusters Score -817560.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -817745.250000 Penalty: 2871.159668
	Iteration 7Q: 3 clusters Score -817745.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -817943.062500 Penalty: 2871.159668
	Iteration 8Q: 3 clusters Score -817943.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -818165.500000 Penalty: 2871.159668
	Iteration 9Q: 3 clusters Score -818165.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -818360.625000 Penalty: 2871.159668
	Iteration 10Q: 3 clusters Score -818360.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -818520.187500 Penalty: 2871.159668
	Iteration 11Q: 3 clusters Score -818520.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -818676.500000 Penalty: 2871.159668
	Iteration 12Q: 3 clusters Score -818676.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -818825.125000 Penalty: 2871.159668
	Iteration 13Q: 3 clusters Score -818825.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -818952.625000 Penalty: 2871.159668
	Iteration 14Q: 3 clusters Score -818952.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -819055.875000 Penalty: 2871.159668
	Iteration 15Q: 3 clusters Score -819055.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -819168.312500 Penalty: 2871.159668
	Iteration 16Q: 3 clusters Score -819168.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -819276.125000 Penalty: 2871.159668
	Iteration 17Q: 3 clusters Score -819276.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -819345.062500 Penalty: 2871.159668
	Iteration 18Q: 3 clusters Score -819345.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -819394.937500 Penalty: 2871.159668
	Iteration 19Q: 3 clusters Score -819394.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -819441.562500 Penalty: 2871.159668
	Iteration 20F: 3 clusters Score -819441.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -819493.437500 Penalty: 2871.159668
	Iteration 21Q: 3 clusters Score -819493.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -819538.437500 Penalty: 2871.159668
	Iteration 22Q: 3 clusters Score -819538.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -819564.187500 Penalty: 2871.159668
	Iteration 23Q: 3 clusters Score -819564.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -819580.125000 Penalty: 2871.159668
	Iteration 24Q: 3 clusters Score -819580.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -819596.437500 Penalty: 2871.159668
	Iteration 25Q: 3 clusters Score -819596.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -819625.062500 Penalty: 2871.159668
	Iteration 26Q: 3 clusters Score -819625.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -819665.437500 Penalty: 2871.159668
	Iteration 27Q: 3 clusters Score -819665.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -819702.812500 Penalty: 2871.159668
	Iteration 28Q: 3 clusters Score -819702.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -819725.500000 Penalty: 2871.159668
	Iteration 29Q: 3 clusters Score -819725.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -819733.500000 Penalty: 2871.159668
	Iteration 30Q: 3 clusters Score -819733.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -819738.750000 Penalty: 2871.159668
	Iteration 31Q: 3 clusters Score -819738.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -819742.562500 Penalty: 2871.159668
	Iteration 32Q: 3 clusters Score -819742.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -819746.062500 Penalty: 2871.159668
	Iteration 33Q: 3 clusters Score -819746.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -819747.812500 Penalty: 2871.159668
	Iteration 34Q: 3 clusters Score -819747.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -819749.875000 Penalty: 2871.159668
	Iteration 35Q: 3 clusters Score -819749.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -819751.125000 Penalty: 2871.159668
	Iteration 36Q: 3 clusters Score -819751.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -819753.000000 Penalty: 2871.159668
	Iteration 37Q: 3 clusters Score -819753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -819754.000000 Penalty: 2871.159668
	Iteration 38Q: 3 clusters Score -819754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -819756.062500 Penalty: 2871.159668
	Iteration 39Q: 3 clusters Score -819756.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -819756.625000 Penalty: 2871.159668
	Iteration 40F: 3 clusters Score -819756.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -819758.000000 Penalty: 2871.159668
	Iteration 41Q: 3 clusters Score -819758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -819758.000000 Penalty: 2871.159668
	Iteration 42F: 3 clusters Score -819758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Entering Unmasked Estep 
Score: -1213699.750000 Penalty: 1493.281372
	Iteration 0F: 2 clusters Score -1213700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1206674.625000 Penalty: 2986.562744
	Iteration 0F: 3 clusters Score -1206675 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1209048.375000 Penalty: 2986.562744
	Iteration 1F: 3 clusters Score -1209048 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1209435.500000 Penalty: 2986.562744
	Iteration 2F: 3 clusters Score -1209436 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1209768.750000 Penalty: 2986.562744
	Iteration 3F: 3 clusters Score -1209769 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1210068.875000 Penalty: 2986.562744
	Iteration 4F: 3 clusters Score -1210069 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1210341.000000 Penalty: 2986.562744
	Iteration 5Q: 3 clusters Score -1210341 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1210638.625000 Penalty: 2986.562744
	Iteration 6Q: 3 clusters Score -1210639 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1210987.250000 Penalty: 2986.562744
	Iteration 7Q: 3 clusters Score -1210987 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1211374.500000 Penalty: 2986.562744
	Iteration 8Q: 3 clusters Score -1211374 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1211730.375000 Penalty: 2986.562744
	Iteration 9Q: 3 clusters Score -1211730 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1212004.500000 Penalty: 2986.562744
	Iteration 10Q: 3 clusters Score -1212004 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1212204.375000 Penalty: 2986.562744
	Iteration 11Q: 3 clusters Score -1212204 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1212334.000000 Penalty: 2986.562744
	Iteration 12Q: 3 clusters Score -1212334 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1212432.125000 Penalty: 2986.562744
	Iteration 13Q: 3 clusters Score -1212432 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1212492.250000 Penalty: 2986.562744
	Iteration 14Q: 3 clusters Score -1212492 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1212527.750000 Penalty: 2986.562744
	Iteration 15Q: 3 clusters Score -1212528 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1212546.500000 Penalty: 2986.562744
	Iteration 16Q: 3 clusters Score -1212546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1212561.500000 Penalty: 2986.562744
	Iteration 17Q: 3 clusters Score -1212562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1212573.750000 Penalty: 2986.562744
	Iteration 18Q: 3 clusters Score -1212574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1212581.625000 Penalty: 2986.562744
	Iteration 19Q: 3 clusters Score -1212582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1212588.250000 Penalty: 2986.562744
	Iteration 20F: 3 clusters Score -1212588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1212595.750000 Penalty: 2986.562744
	Iteration 21Q: 3 clusters Score -1212596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1212606.875000 Penalty: 2986.562744
	Iteration 22Q: 3 clusters Score -1212607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1212612.250000 Penalty: 2986.562744
	Iteration 23Q: 3 clusters Score -1212612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1212615.250000 Penalty: 2986.562744
	Iteration 24Q: 3 clusters Score -1212615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1212619.375000 Penalty: 2986.562744
	Iteration 25Q: 3 clusters Score -1212619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1212620.750000 Penalty: 2986.562744
	Iteration 26Q: 3 clusters Score -1212621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1212624.625000 Penalty: 2986.562744
	Iteration 27Q: 3 clusters Score -1212625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1212628.250000 Penalty: 2986.562744
	Iteration 28Q: 3 clusters Score -1212628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1212637.500000 Penalty: 2986.562744
	Iteration 29Q: 3 clusters Score -1212638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1212642.375000 Penalty: 2986.562744
	Iteration 30Q: 3 clusters Score -1212642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1212647.250000 Penalty: 2986.562744
	Iteration 31Q: 3 clusters Score -1212647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1212647.500000 Penalty: 2986.562744
	Iteration 32Q: 3 clusters Score -1212648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1212646.500000 Penalty: 2986.562744
	Iteration 33Q: 3 clusters Score -1212646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1212647.625000 Penalty: 2986.562744
	Iteration 34Q: 3 clusters Score -1212648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1212649.250000 Penalty: 2986.562744
	Iteration 35Q: 3 clusters Score -1212649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1212652.750000 Penalty: 2986.562744
	Iteration 36Q: 3 clusters Score -1212653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1212653.625000 Penalty: 2986.562744
	Iteration 37Q: 3 clusters Score -1212654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1212656.125000 Penalty: 2986.562744
	Iteration 38Q: 3 clusters Score -1212656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1212655.875000 Penalty: 2986.562744
	Iteration 39Q: 3 clusters Score -1212656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1212656.750000 Penalty: 2986.562744
	Iteration 40F: 3 clusters Score -1212657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1212656.500000 Penalty: 2986.562744
	Iteration 41Q: 3 clusters Score -1212656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1212655.875000 Penalty: 2986.562744
	Iteration 42Q: 3 clusters Score -1212656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1212658.125000 Penalty: 2986.562744
	Iteration 43Q: 3 clusters Score -1212658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1212657.125000 Penalty: 2986.562744
	Iteration 44Q: 3 clusters Score -1212657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1212658.375000 Penalty: 2986.562744
	Iteration 45Q: 3 clusters Score -1212658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1212660.125000 Penalty: 2986.562744
	Iteration 46Q: 3 clusters Score -1212660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1212660.125000 Penalty: 2986.562744
	Iteration 47F: 3 clusters Score -1212660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (91592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91592 members 
Entering Unmasked Estep 
Score: -11525136.000000 Penalty: 1856.578613
	Iteration 0F: 2 clusters Score -1.152514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -11465566.000000 Penalty: 3713.157227
	Iteration 0F: 3 clusters Score -1.146557e+07 nChanged 43855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -11490958.000000 Penalty: 3713.157227
	Iteration 1F: 3 clusters Score -1.149096e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -11491736.000000 Penalty: 3713.157227
	Iteration 2Q: 3 clusters Score -1.149174e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 50944 members 
Entering Unmasked Estep 
Score: -11492790.000000 Penalty: 3713.157227
	Iteration 3Q: 3 clusters Score -1.149279e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -11494280.000000 Penalty: 3713.157227
	Iteration 4Q: 3 clusters Score -1.149428e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 58456 members 
Entering Unmasked Estep 
Score: -11496839.000000 Penalty: 3713.157227
	Iteration 5F: 3 clusters Score -1.149684e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 64563 members 
Entering Unmasked Estep 
Score: -11500911.000000 Penalty: 3713.157227
	Iteration 6F: 3 clusters Score -1.150091e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 71879 members 
Entering Unmasked Estep 
Score: -11506592.000000 Penalty: 3713.157227
	Iteration 7F: 3 clusters Score -1.150659e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 79288 members 
Entering Unmasked Estep 
Score: -11512994.000000 Penalty: 3713.157227
	Iteration 8F: 3 clusters Score -1.151299e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 85172 members 
Entering Unmasked Estep 
Score: -11518424.000000 Penalty: 3713.157227
	Iteration 9F: 3 clusters Score -1.151842e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 88721 members 
Entering Unmasked Estep 
Score: -11521708.000000 Penalty: 3713.157227
	Iteration 10Q: 3 clusters Score -1.152171e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 90416 members 
Entering Unmasked Estep 
Score: -11522899.000000 Penalty: 3713.157227
	Iteration 11Q: 3 clusters Score -1.15229e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 91040 members 
Entering Unmasked Estep 
Score: -11523312.000000 Penalty: 3713.157227
	Iteration 12Q: 3 clusters Score -1.152331e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 91249 members 
Entering Unmasked Estep 
Score: -11523482.000000 Penalty: 3713.157227
	Iteration 13Q: 3 clusters Score -1.152348e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 91311 members 
Entering Unmasked Estep 
Score: -11523522.000000 Penalty: 3713.157227
	Iteration 14Q: 3 clusters Score -1.152352e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 91333 members 
Entering Unmasked Estep 
Score: -11523563.000000 Penalty: 3713.157227
	Iteration 15Q: 3 clusters Score -1.152356e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 91348 members 
Entering Unmasked Estep 
Score: -11523583.000000 Penalty: 3713.157227
	Iteration 16Q: 3 clusters Score -1.152358e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 91349 members 
Entering Unmasked Estep 
Score: -11523589.000000 Penalty: 3713.157227
	Iteration 17Q: 3 clusters Score -1.152359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 91351 members 
Entering Unmasked Estep 
Score: -11523601.000000 Penalty: 3713.157227
	Iteration 18Q: 3 clusters Score -1.15236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 91354 members 
Entering Unmasked Estep 
Score: -11523601.000000 Penalty: 3713.157227
	Iteration 19Q: 3 clusters Score -1.15236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 91357 members 
Entering Unmasked Estep 
Score: -11523607.000000 Penalty: 3713.157227
	Iteration 20F: 3 clusters Score -1.152361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 91362 members 
Entering Unmasked Estep 
Score: -11523614.000000 Penalty: 3713.157227
	Iteration 21Q: 3 clusters Score -1.152361e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 91357 members 
Entering Unmasked Estep 
Score: -11523618.000000 Penalty: 3713.157227
	Iteration 22Q: 3 clusters Score -1.152362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 91357 members 
Entering Unmasked Estep 
Score: -11523620.000000 Penalty: 3713.157227
	Iteration 23Q: 3 clusters Score -1.152362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 91360 members 
Entering Unmasked Estep 
Score: -11523623.000000 Penalty: 3713.157227
	Iteration 24Q: 3 clusters Score -1.152362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 91361 members 
Entering Unmasked Estep 
Score: -11523618.000000 Penalty: 3713.157227
	Iteration 25Q: 3 clusters Score -1.152362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 91364 members 
Entering Unmasked Estep 
Score: -11523619.000000 Penalty: 3713.157227
	Iteration 26Q: 3 clusters Score -1.152362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 91364 members 
Entering Unmasked Estep 
Score: -11523623.000000 Penalty: 3713.157227
	Iteration 27Q: 3 clusters Score -1.152362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 91365 members 
Entering Unmasked Estep 
Score: -11523627.000000 Penalty: 3713.157227
	Iteration 28Q: 3 clusters Score -1.152363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 91366 members 
Entering Unmasked Estep 
Score: -11523627.000000 Penalty: 3713.157227
	Iteration 29Q: 3 clusters Score -1.152363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 91367 members 
Entering Unmasked Estep 
Score: -11523625.000000 Penalty: 3713.157227
	Iteration 30Q: 3 clusters Score -1.152362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 91366 members 
Entering Unmasked Estep 
Score: -11523629.000000 Penalty: 3713.157227
	Iteration 31Q: 3 clusters Score -1.152363e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 91366 members 
Entering Unmasked Estep 
Score: -11523629.000000 Penalty: 3713.157227
	Iteration 32F: 3 clusters Score -1.152363e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Entering Unmasked Estep 
Score: -845763.875000 Penalty: 1440.130615
	Iteration 0F: 2 clusters Score -845763.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -840588.562500 Penalty: 2880.261230
	Iteration 0F: 3 clusters Score -840588.6 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -843149.750000 Penalty: 2880.261230
	Iteration 1F: 3 clusters Score -843149.8 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -844356.437500 Penalty: 2880.261230
	Iteration 2F: 3 clusters Score -844356.4 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -845287.125000 Penalty: 2880.261230
	Iteration 3F: 3 clusters Score -845287.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -845929.937500 Penalty: 2880.261230
	Iteration 4F: 3 clusters Score -845929.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -846268.062500 Penalty: 2880.261230
	Iteration 5F: 3 clusters Score -846268.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -846485.875000 Penalty: 2880.261230
	Iteration 6Q: 3 clusters Score -846485.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -846600.437500 Penalty: 2880.261230
	Iteration 7Q: 3 clusters Score -846600.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -846655.812500 Penalty: 2880.261230
	Iteration 8Q: 3 clusters Score -846655.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -846688.437500 Penalty: 2880.261230
	Iteration 9Q: 3 clusters Score -846688.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -846706.875000 Penalty: 2880.261230
	Iteration 10Q: 3 clusters Score -846706.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -846717.500000 Penalty: 2880.261230
	Iteration 11Q: 3 clusters Score -846717.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -846724.000000 Penalty: 2880.261230
	Iteration 12Q: 3 clusters Score -846724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -846732.250000 Penalty: 2880.261230
	Iteration 13Q: 3 clusters Score -846732.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -846736.500000 Penalty: 2880.261230
	Iteration 14Q: 3 clusters Score -846736.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -846737.937500 Penalty: 2880.261230
	Iteration 15Q: 3 clusters Score -846737.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -846741.687500 Penalty: 2880.261230
	Iteration 16Q: 3 clusters Score -846741.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -846742.437500 Penalty: 2880.261230
	Iteration 17Q: 3 clusters Score -846742.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -846747.250000 Penalty: 2880.261230
	Iteration 18Q: 3 clusters Score -846747.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -846747.500000 Penalty: 2880.261230
	Iteration 19Q: 3 clusters Score -846747.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -846749.875000 Penalty: 2880.261230
	Iteration 20F: 3 clusters Score -846749.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -846750.125000 Penalty: 2880.261230
	Iteration 21Q: 3 clusters Score -846750.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -846751.875000 Penalty: 2880.261230
	Iteration 22Q: 3 clusters Score -846751.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -846755.000000 Penalty: 2880.261230
	Iteration 23Q: 3 clusters Score -846755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -846757.750000 Penalty: 2880.261230
	Iteration 24Q: 3 clusters Score -846757.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -846760.187500 Penalty: 2880.261230
	Iteration 25Q: 3 clusters Score -846760.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -846759.812500 Penalty: 2880.261230
	Iteration 26Q: 3 clusters Score -846759.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -846760.437500 Penalty: 2880.261230
	Iteration 27Q: 3 clusters Score -846760.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -846760.562500 Penalty: 2880.261230
	Iteration 28Q: 3 clusters Score -846760.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -846759.937500 Penalty: 2880.261230
	Iteration 29Q: 3 clusters Score -846759.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -846759.937500 Penalty: 2880.261230
	Iteration 30Q: 3 clusters Score -846759.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -846759.937500 Penalty: 2880.261230
	Iteration 31F: 3 clusters Score -846759.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 104642 members 
Mstep: Class 2 contains 12238 members 
Mstep: Class 3 contains 6938 members 
Mstep: Class 4 contains 116248 members 
Mstep: Class 5 contains 1126 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 6866 members 
Mstep: Class 8 contains 9793 members 
Mstep: Class 9 contains 91592 members 
Mstep: Class 10 contains 3224 members 
Mstep: Class 11 contains 104590 members 
Mstep: Class 12 contains 97344 members 
Mstep: Class 13 contains 87378 members 
Mstep: Class 14 contains 1130 members 
Mstep: Class 15 contains 2950 members 
Mstep: Class 16 contains 95658 members 
Mstep: Class 17 contains 35597 members 
Mstep: Class 18 contains 22697 members 
Mstep: Class 19 contains 2731 members 
Mstep: Class 20 contains 687 members 
Mstep: Class 21 contains 7939 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4839 members 
Mstep: Class 26 contains 19667 members 
Mstep: Class 27 contains 5782 members 
Mstep: Class 28 contains 389 members 
Mstep: Class 29 contains 9394 members 
Mstep: Class 30 contains 34515 members 
Mstep: Class 31 contains 22404 members 
Mstep: Class 32 contains 2037 members 
Mstep: Class 33 contains 519 members 
Mstep: Class 34 contains 3837 members 
Entering Unmasked Estep 
Score: -111760896.000000 Penalty: 75860.640625
Splitting cluster 10 changes total score from -111760840.000000 to -111760896.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 11 (104590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104590 members 
Entering Unmasked Estep 
Score: -13132257.000000 Penalty: 1878.143066
	Iteration 0F: 2 clusters Score -1.313226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52056 members 
Mstep: Class 2 contains 52534 members 
Entering Unmasked Estep 
Score: -13065433.000000 Penalty: 3756.286133
	Iteration 0F: 3 clusters Score -1.306543e+07 nChanged 50010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 56472 members 
Entering Unmasked Estep 
Score: -13094725.000000 Penalty: 3756.286133
	Iteration 1F: 3 clusters Score -1.309472e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 59044 members 
Entering Unmasked Estep 
Score: -13096584.000000 Penalty: 3756.286133
	Iteration 2Q: 3 clusters Score -1.309658e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 62795 members 
Entering Unmasked Estep 
Score: -13099854.000000 Penalty: 3756.286133
	Iteration 3F: 3 clusters Score -1.309985e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 67553 members 
Entering Unmasked Estep 
Score: -13104885.000000 Penalty: 3756.286133
	Iteration 4F: 3 clusters Score -1.310488e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 72535 members 
Entering Unmasked Estep 
Score: -13111576.000000 Penalty: 3756.286133
	Iteration 5F: 3 clusters Score -1.311158e+07 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 76093 members 
Entering Unmasked Estep 
Score: -13117745.000000 Penalty: 3756.286133
	Iteration 6F: 3 clusters Score -1.311774e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 77548 members 
Entering Unmasked Estep 
Score: -13121214.000000 Penalty: 3756.286133
	Iteration 7F: 3 clusters Score -1.312121e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 77863 members 
Entering Unmasked Estep 
Score: -13122237.000000 Penalty: 3756.286133
	Iteration 8Q: 3 clusters Score -1.312224e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 77962 members 
Entering Unmasked Estep 
Score: -13122560.000000 Penalty: 3756.286133
	Iteration 9Q: 3 clusters Score -1.312256e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 77996 members 
Entering Unmasked Estep 
Score: -13122850.000000 Penalty: 3756.286133
	Iteration 10Q: 3 clusters Score -1.312285e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 77917 members 
Entering Unmasked Estep 
Score: -13123071.000000 Penalty: 3756.286133
	Iteration 11Q: 3 clusters Score -1.312307e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 77800 members 
Entering Unmasked Estep 
Score: -13123313.000000 Penalty: 3756.286133
	Iteration 12Q: 3 clusters Score -1.312331e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 77655 members 
Entering Unmasked Estep 
Score: -13123555.000000 Penalty: 3756.286133
	Iteration 13Q: 3 clusters Score -1.312356e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 77466 members 
Entering Unmasked Estep 
Score: -13123697.000000 Penalty: 3756.286133
	Iteration 14Q: 3 clusters Score -1.31237e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 77179 members 
Entering Unmasked Estep 
Score: -13123778.000000 Penalty: 3756.286133
	Iteration 15Q: 3 clusters Score -1.312378e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 76865 members 
Entering Unmasked Estep 
Score: -13123920.000000 Penalty: 3756.286133
	Iteration 16Q: 3 clusters Score -1.312392e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 76501 members 
Entering Unmasked Estep 
Score: -13124037.000000 Penalty: 3756.286133
	Iteration 17Q: 3 clusters Score -1.312404e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 76162 members 
Entering Unmasked Estep 
Score: -13124061.000000 Penalty: 3756.286133
	Iteration 18Q: 3 clusters Score -1.312406e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 75803 members 
Entering Unmasked Estep 
Score: -13124054.000000 Penalty: 3756.286133
	Iteration 19Q: 3 clusters Score -1.312405e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 75376 members 
Entering Unmasked Estep 
Score: -13124046.000000 Penalty: 3756.286133
	Iteration 20F: 3 clusters Score -1.312405e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 74920 members 
Entering Unmasked Estep 
Score: -13124045.000000 Penalty: 3756.286133
	Iteration 21Q: 3 clusters Score -1.312404e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 74448 members 
Entering Unmasked Estep 
Score: -13124049.000000 Penalty: 3756.286133
	Iteration 22Q: 3 clusters Score -1.312405e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 73937 members 
Entering Unmasked Estep 
Score: -13124061.000000 Penalty: 3756.286133
	Iteration 23Q: 3 clusters Score -1.312406e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 73471 members 
Entering Unmasked Estep 
Score: -13124071.000000 Penalty: 3756.286133
	Iteration 24Q: 3 clusters Score -1.312407e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 73002 members 
Entering Unmasked Estep 
Score: -13124078.000000 Penalty: 3756.286133
	Iteration 25Q: 3 clusters Score -1.312408e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 72532 members 
Entering Unmasked Estep 
Score: -13124042.000000 Penalty: 3756.286133
	Iteration 26Q: 3 clusters Score -1.312404e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32521 members 
Mstep: Class 2 contains 72069 members 
Entering Unmasked Estep 
Score: -13124008.000000 Penalty: 3756.286133
	Iteration 27Q: 3 clusters Score -1.312401e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 71610 members 
Entering Unmasked Estep 
Score: -13123976.000000 Penalty: 3756.286133
	Iteration 28Q: 3 clusters Score -1.312398e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 71093 members 
Entering Unmasked Estep 
Score: -13123960.000000 Penalty: 3756.286133
	Iteration 29Q: 3 clusters Score -1.312396e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 70558 members 
Entering Unmasked Estep 
Score: -13123966.000000 Penalty: 3756.286133
	Iteration 30Q: 3 clusters Score -1.312397e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 70022 members 
Entering Unmasked Estep 
Score: -13123918.000000 Penalty: 3756.286133
	Iteration 31Q: 3 clusters Score -1.312392e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 69477 members 
Entering Unmasked Estep 
Score: -13123846.000000 Penalty: 3756.286133
	Iteration 32Q: 3 clusters Score -1.312385e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 68924 members 
Entering Unmasked Estep 
Score: -13123792.000000 Penalty: 3756.286133
	Iteration 33Q: 3 clusters Score -1.312379e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 68358 members 
Entering Unmasked Estep 
Score: -13123745.000000 Penalty: 3756.286133
	Iteration 34Q: 3 clusters Score -1.312374e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 67819 members 
Entering Unmasked Estep 
Score: -13123675.000000 Penalty: 3756.286133
	Iteration 35Q: 3 clusters Score -1.312368e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 67228 members 
Entering Unmasked Estep 
Score: -13123594.000000 Penalty: 3756.286133
	Iteration 36Q: 3 clusters Score -1.312359e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 66617 members 
Entering Unmasked Estep 
Score: -13123551.000000 Penalty: 3756.286133
	Iteration 37Q: 3 clusters Score -1.312355e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 65992 members 
Entering Unmasked Estep 
Score: -13123550.000000 Penalty: 3756.286133
	Iteration 38Q: 3 clusters Score -1.312355e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 65328 members 
Entering Unmasked Estep 
Score: -13123535.000000 Penalty: 3756.286133
	Iteration 39Q: 3 clusters Score -1.312354e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 64696 members 
Entering Unmasked Estep 
Score: -13123497.000000 Penalty: 3756.286133
	Iteration 40F: 3 clusters Score -1.31235e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 64100 members 
Entering Unmasked Estep 
Score: -13123465.000000 Penalty: 3756.286133
	Iteration 41Q: 3 clusters Score -1.312346e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 63525 members 
Entering Unmasked Estep 
Score: -13123370.000000 Penalty: 3756.286133
	Iteration 42Q: 3 clusters Score -1.312337e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 62959 members 
Entering Unmasked Estep 
Score: -13123389.000000 Penalty: 3756.286133
	Iteration 43Q: 3 clusters Score -1.312339e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 62428 members 
Entering Unmasked Estep 
Score: -13123405.000000 Penalty: 3756.286133
	Iteration 44Q: 3 clusters Score -1.31234e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 61922 members 
Entering Unmasked Estep 
Score: -13123437.000000 Penalty: 3756.286133
	Iteration 45Q: 3 clusters Score -1.312344e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 61435 members 
Entering Unmasked Estep 
Score: -13123438.000000 Penalty: 3756.286133
	Iteration 46Q: 3 clusters Score -1.312344e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 60975 members 
Entering Unmasked Estep 
Score: -13123392.000000 Penalty: 3756.286133
	Iteration 47Q: 3 clusters Score -1.312339e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 60497 members 
Entering Unmasked Estep 
Score: -13123399.000000 Penalty: 3756.286133
	Iteration 48Q: 3 clusters Score -1.31234e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 60015 members 
Entering Unmasked Estep 
Score: -13123340.000000 Penalty: 3756.286133
	Iteration 49Q: 3 clusters Score -1.312334e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 59510 members 
Entering Unmasked Estep 
Score: -13123323.000000 Penalty: 3756.286133
	Iteration 50Q: 3 clusters Score -1.312332e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 59032 members 
Entering Unmasked Estep 
Score: -13123329.000000 Penalty: 3756.286133
	Iteration 51Q: 3 clusters Score -1.312333e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45992 members 
Mstep: Class 2 contains 58598 members 
Entering Unmasked Estep 
Score: -13123358.000000 Penalty: 3756.286133
	Iteration 52Q: 3 clusters Score -1.312336e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 58236 members 
Entering Unmasked Estep 
Score: -13123346.000000 Penalty: 3756.286133
	Iteration 53Q: 3 clusters Score -1.312335e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 57888 members 
Entering Unmasked Estep 
Score: -13123390.000000 Penalty: 3756.286133
	Iteration 54Q: 3 clusters Score -1.312339e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 57535 members 
Entering Unmasked Estep 
Score: -13123339.000000 Penalty: 3756.286133
	Iteration 55Q: 3 clusters Score -1.312334e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 57194 members 
Entering Unmasked Estep 
Score: -13123364.000000 Penalty: 3756.286133
	Iteration 56Q: 3 clusters Score -1.312336e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 56842 members 
Entering Unmasked Estep 
Score: -13123415.000000 Penalty: 3756.286133
	Iteration 57Q: 3 clusters Score -1.312342e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48052 members 
Mstep: Class 2 contains 56538 members 
Entering Unmasked Estep 
Score: -13123391.000000 Penalty: 3756.286133
	Iteration 58Q: 3 clusters Score -1.312339e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48401 members 
Mstep: Class 2 contains 56189 members 
Entering Unmasked Estep 
Score: -13123385.000000 Penalty: 3756.286133
	Iteration 59Q: 3 clusters Score -1.312338e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48788 members 
Mstep: Class 2 contains 55802 members 
Entering Unmasked Estep 
Score: -13123379.000000 Penalty: 3756.286133
	Iteration 60F: 3 clusters Score -1.312338e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 55378 members 
Entering Unmasked Estep 
Score: -13123401.000000 Penalty: 3756.286133
	Iteration 61Q: 3 clusters Score -1.31234e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49619 members 
Mstep: Class 2 contains 54971 members 
Entering Unmasked Estep 
Score: -13123398.000000 Penalty: 3756.286133
	Iteration 62Q: 3 clusters Score -1.31234e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50036 members 
Mstep: Class 2 contains 54554 members 
Entering Unmasked Estep 
Score: -13123417.000000 Penalty: 3756.286133
	Iteration 63Q: 3 clusters Score -1.312342e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50418 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -13123379.000000 Penalty: 3756.286133
	Iteration 64Q: 3 clusters Score -1.312338e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 53821 members 
Entering Unmasked Estep 
Score: -13123362.000000 Penalty: 3756.286133
	Iteration 65Q: 3 clusters Score -1.312336e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51106 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -13123394.000000 Penalty: 3756.286133
	Iteration 66Q: 3 clusters Score -1.312339e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51386 members 
Mstep: Class 2 contains 53204 members 
Entering Unmasked Estep 
Score: -13123420.000000 Penalty: 3756.286133
	Iteration 67Q: 3 clusters Score -1.312342e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51660 members 
Mstep: Class 2 contains 52930 members 
Entering Unmasked Estep 
Score: -13123429.000000 Penalty: 3756.286133
	Iteration 68Q: 3 clusters Score -1.312343e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51922 members 
Mstep: Class 2 contains 52668 members 
Entering Unmasked Estep 
Score: -13123452.000000 Penalty: 3756.286133
	Iteration 69Q: 3 clusters Score -1.312345e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52186 members 
Mstep: Class 2 contains 52404 members 
Entering Unmasked Estep 
Score: -13123465.000000 Penalty: 3756.286133
	Iteration 70Q: 3 clusters Score -1.312346e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52457 members 
Mstep: Class 2 contains 52133 members 
Entering Unmasked Estep 
Score: -13123441.000000 Penalty: 3756.286133
	Iteration 71Q: 3 clusters Score -1.312344e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52705 members 
Mstep: Class 2 contains 51885 members 
Entering Unmasked Estep 
Score: -13123467.000000 Penalty: 3756.286133
	Iteration 72Q: 3 clusters Score -1.312347e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52933 members 
Mstep: Class 2 contains 51657 members 
Entering Unmasked Estep 
Score: -13123478.000000 Penalty: 3756.286133
	Iteration 73Q: 3 clusters Score -1.312348e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53173 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
Score: -13123519.000000 Penalty: 3756.286133
	Iteration 74Q: 3 clusters Score -1.312352e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53391 members 
Mstep: Class 2 contains 51199 members 
Entering Unmasked Estep 
Score: -13123516.000000 Penalty: 3756.286133
	Iteration 75Q: 3 clusters Score -1.312352e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53595 members 
Mstep: Class 2 contains 50995 members 
Entering Unmasked Estep 
Score: -13123537.000000 Penalty: 3756.286133
	Iteration 76Q: 3 clusters Score -1.312354e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53783 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -13123513.000000 Penalty: 3756.286133
	Iteration 77Q: 3 clusters Score -1.312351e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53984 members 
Mstep: Class 2 contains 50606 members 
Entering Unmasked Estep 
Score: -13123535.000000 Penalty: 3756.286133
	Iteration 78Q: 3 clusters Score -1.312354e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -13123537.000000 Penalty: 3756.286133
	Iteration 79Q: 3 clusters Score -1.312354e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54300 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -13123515.000000 Penalty: 3756.286133
	Iteration 80F: 3 clusters Score -1.312352e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -13123497.000000 Penalty: 3756.286133
	Iteration 81Q: 3 clusters Score -1.31235e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -13123517.000000 Penalty: 3756.286133
	Iteration 82Q: 3 clusters Score -1.312352e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54694 members 
Mstep: Class 2 contains 49896 members 
Entering Unmasked Estep 
Score: -13123514.000000 Penalty: 3756.286133
	Iteration 83Q: 3 clusters Score -1.312351e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54831 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -13123503.000000 Penalty: 3756.286133
	Iteration 84Q: 3 clusters Score -1.31235e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54941 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -13123505.000000 Penalty: 3756.286133
	Iteration 85Q: 3 clusters Score -1.31235e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55048 members 
Mstep: Class 2 contains 49542 members 
Entering Unmasked Estep 
Score: -13123513.000000 Penalty: 3756.286133
	Iteration 86Q: 3 clusters Score -1.312351e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55153 members 
Mstep: Class 2 contains 49437 members 
Entering Unmasked Estep 
Score: -13123514.000000 Penalty: 3756.286133
	Iteration 87Q: 3 clusters Score -1.312351e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55259 members 
Mstep: Class 2 contains 49331 members 
Entering Unmasked Estep 
Score: -13123500.000000 Penalty: 3756.286133
	Iteration 88Q: 3 clusters Score -1.31235e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55391 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -13123485.000000 Penalty: 3756.286133
	Iteration 89Q: 3 clusters Score -1.312348e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55537 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -13123503.000000 Penalty: 3756.286133
	Iteration 90Q: 3 clusters Score -1.31235e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -13123498.000000 Penalty: 3756.286133
	Iteration 91Q: 3 clusters Score -1.31235e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55824 members 
Mstep: Class 2 contains 48766 members 
Entering Unmasked Estep 
Score: -13123536.000000 Penalty: 3756.286133
	Iteration 92Q: 3 clusters Score -1.312354e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55972 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -13123523.000000 Penalty: 3756.286133
	Iteration 93Q: 3 clusters Score -1.312352e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56133 members 
Mstep: Class 2 contains 48457 members 
Entering Unmasked Estep 
Score: -13123551.000000 Penalty: 3756.286133
	Iteration 94Q: 3 clusters Score -1.312355e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56308 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -13123547.000000 Penalty: 3756.286133
	Iteration 95Q: 3 clusters Score -1.312355e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56466 members 
Mstep: Class 2 contains 48124 members 
Entering Unmasked Estep 
Score: -13123552.000000 Penalty: 3756.286133
	Iteration 96Q: 3 clusters Score -1.312355e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56607 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -13123534.000000 Penalty: 3756.286133
	Iteration 97Q: 3 clusters Score -1.312353e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56766 members 
Mstep: Class 2 contains 47824 members 
Entering Unmasked Estep 
Score: -13123549.000000 Penalty: 3756.286133
	Iteration 98Q: 3 clusters Score -1.312355e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56923 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -13123582.000000 Penalty: 3756.286133
	Iteration 99Q: 3 clusters Score -1.312358e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57068 members 
Mstep: Class 2 contains 47522 members 
Entering Unmasked Estep 
Score: -13123589.000000 Penalty: 3756.286133
	Iteration 100F: 3 clusters Score -1.312359e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57205 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -13123599.000000 Penalty: 3756.286133
	Iteration 101Q: 3 clusters Score -1.31236e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57360 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -13123602.000000 Penalty: 3756.286133
	Iteration 102Q: 3 clusters Score -1.31236e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57547 members 
Mstep: Class 2 contains 47043 members 
Entering Unmasked Estep 
Score: -13123625.000000 Penalty: 3756.286133
	Iteration 103Q: 3 clusters Score -1.312362e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57718 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -13123653.000000 Penalty: 3756.286133
	Iteration 104Q: 3 clusters Score -1.312365e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57912 members 
Mstep: Class 2 contains 46678 members 
Entering Unmasked Estep 
Score: -13123667.000000 Penalty: 3756.286133
	Iteration 105Q: 3 clusters Score -1.312367e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58111 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -13123691.000000 Penalty: 3756.286133
	Iteration 106Q: 3 clusters Score -1.312369e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58334 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -13123710.000000 Penalty: 3756.286133
	Iteration 107Q: 3 clusters Score -1.312371e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58529 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -13123674.000000 Penalty: 3756.286133
	Iteration 108Q: 3 clusters Score -1.312367e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58674 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -13123696.000000 Penalty: 3756.286133
	Iteration 109Q: 3 clusters Score -1.31237e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58820 members 
Mstep: Class 2 contains 45770 members 
Entering Unmasked Estep 
Score: -13123676.000000 Penalty: 3756.286133
	Iteration 110Q: 3 clusters Score -1.312368e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58952 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -13123658.000000 Penalty: 3756.286133
	Iteration 111Q: 3 clusters Score -1.312366e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59071 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -13123652.000000 Penalty: 3756.286133
	Iteration 112Q: 3 clusters Score -1.312365e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59165 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -13123655.000000 Penalty: 3756.286133
	Iteration 113Q: 3 clusters Score -1.312366e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -13123662.000000 Penalty: 3756.286133
	Iteration 114Q: 3 clusters Score -1.312366e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59339 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -13123679.000000 Penalty: 3756.286133
	Iteration 115Q: 3 clusters Score -1.312368e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59390 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -13123672.000000 Penalty: 3756.286133
	Iteration 116Q: 3 clusters Score -1.312367e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59445 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -13123655.000000 Penalty: 3756.286133
	Iteration 117Q: 3 clusters Score -1.312366e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59490 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -13123665.000000 Penalty: 3756.286133
	Iteration 118Q: 3 clusters Score -1.312366e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59563 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -13123654.000000 Penalty: 3756.286133
	Iteration 119Q: 3 clusters Score -1.312365e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -13123672.000000 Penalty: 3756.286133
	Iteration 120F: 3 clusters Score -1.312367e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59654 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
Score: -13123661.000000 Penalty: 3756.286133
	Iteration 121Q: 3 clusters Score -1.312366e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59712 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -13123680.000000 Penalty: 3756.286133
	Iteration 122Q: 3 clusters Score -1.312368e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59779 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
Score: -13123688.000000 Penalty: 3756.286133
	Iteration 123Q: 3 clusters Score -1.312369e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59835 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -13123676.000000 Penalty: 3756.286133
	Iteration 124Q: 3 clusters Score -1.312368e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59899 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -13123684.000000 Penalty: 3756.286133
	Iteration 125Q: 3 clusters Score -1.312368e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59982 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -13123712.000000 Penalty: 3756.286133
	Iteration 126Q: 3 clusters Score -1.312371e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60071 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -13123734.000000 Penalty: 3756.286133
	Iteration 127Q: 3 clusters Score -1.312373e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60149 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -13123721.000000 Penalty: 3756.286133
	Iteration 128Q: 3 clusters Score -1.312372e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60234 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -13123726.000000 Penalty: 3756.286133
	Iteration 129Q: 3 clusters Score -1.312373e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60345 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -13123697.000000 Penalty: 3756.286133
	Iteration 130Q: 3 clusters Score -1.31237e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60469 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -13123714.000000 Penalty: 3756.286133
	Iteration 131Q: 3 clusters Score -1.312371e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60597 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -13123720.000000 Penalty: 3756.286133
	Iteration 132Q: 3 clusters Score -1.312372e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60741 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -13123745.000000 Penalty: 3756.286133
	Iteration 133Q: 3 clusters Score -1.312374e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60895 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -13123736.000000 Penalty: 3756.286133
	Iteration 134Q: 3 clusters Score -1.312374e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61035 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -13123738.000000 Penalty: 3756.286133
	Iteration 135Q: 3 clusters Score -1.312374e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61159 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
Score: -13123749.000000 Penalty: 3756.286133
	Iteration 136Q: 3 clusters Score -1.312375e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61297 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -13123713.000000 Penalty: 3756.286133
	Iteration 137Q: 3 clusters Score -1.312371e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61444 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -13123717.000000 Penalty: 3756.286133
	Iteration 138Q: 3 clusters Score -1.312372e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61602 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -13123719.000000 Penalty: 3756.286133
	Iteration 139Q: 3 clusters Score -1.312372e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61743 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -13123759.000000 Penalty: 3756.286133
	Iteration 140F: 3 clusters Score -1.312376e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61877 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -13123755.000000 Penalty: 3756.286133
	Iteration 141Q: 3 clusters Score -1.312376e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62025 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -13123764.000000 Penalty: 3756.286133
	Iteration 142Q: 3 clusters Score -1.312376e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62206 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -13123762.000000 Penalty: 3756.286133
	Iteration 143Q: 3 clusters Score -1.312376e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62401 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -13123764.000000 Penalty: 3756.286133
	Iteration 144Q: 3 clusters Score -1.312376e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62607 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -13123756.000000 Penalty: 3756.286133
	Iteration 145Q: 3 clusters Score -1.312376e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62825 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -13123744.000000 Penalty: 3756.286133
	Iteration 146Q: 3 clusters Score -1.312374e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63053 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -13123760.000000 Penalty: 3756.286133
	Iteration 147Q: 3 clusters Score -1.312376e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63295 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -13123737.000000 Penalty: 3756.286133
	Iteration 148Q: 3 clusters Score -1.312374e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63585 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -13123761.000000 Penalty: 3756.286133
	Iteration 149Q: 3 clusters Score -1.312376e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63889 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -13123769.000000 Penalty: 3756.286133
	Iteration 150Q: 3 clusters Score -1.312377e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64176 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -13123825.000000 Penalty: 3756.286133
	Iteration 151Q: 3 clusters Score -1.312382e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64501 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -13123891.000000 Penalty: 3756.286133
	Iteration 152Q: 3 clusters Score -1.312389e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64850 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -13123844.000000 Penalty: 3756.286133
	Iteration 153Q: 3 clusters Score -1.312384e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65225 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -13123871.000000 Penalty: 3756.286133
	Iteration 154Q: 3 clusters Score -1.312387e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65603 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -13123904.000000 Penalty: 3756.286133
	Iteration 155Q: 3 clusters Score -1.31239e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66013 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -13123975.000000 Penalty: 3756.286133
	Iteration 156Q: 3 clusters Score -1.312398e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66482 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -13124043.000000 Penalty: 3756.286133
	Iteration 157Q: 3 clusters Score -1.312404e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67000 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -13124073.000000 Penalty: 3756.286133
	Iteration 158Q: 3 clusters Score -1.312407e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67589 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -13124128.000000 Penalty: 3756.286133
	Iteration 159Q: 3 clusters Score -1.312413e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68186 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -13124167.000000 Penalty: 3756.286133
	Iteration 160F: 3 clusters Score -1.312417e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68810 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -13124171.000000 Penalty: 3756.286133
	Iteration 161Q: 3 clusters Score -1.312417e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69478 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -13124181.000000 Penalty: 3756.286133
	Iteration 162Q: 3 clusters Score -1.312418e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70228 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -13124250.000000 Penalty: 3756.286133
	Iteration 163Q: 3 clusters Score -1.312425e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71024 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -13124348.000000 Penalty: 3756.286133
	Iteration 164Q: 3 clusters Score -1.312435e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71890 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -13124462.000000 Penalty: 3756.286133
	Iteration 165Q: 3 clusters Score -1.312446e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72844 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -13124602.000000 Penalty: 3756.286133
	Iteration 166Q: 3 clusters Score -1.31246e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73904 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -13124832.000000 Penalty: 3756.286133
	Iteration 167Q: 3 clusters Score -1.312483e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75043 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -13124972.000000 Penalty: 3756.286133
	Iteration 168Q: 3 clusters Score -1.312497e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76274 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -13125179.000000 Penalty: 3756.286133
	Iteration 169Q: 3 clusters Score -1.312518e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77631 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -13125378.000000 Penalty: 3756.286133
	Iteration 170Q: 3 clusters Score -1.312538e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79079 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -13125675.000000 Penalty: 3756.286133
	Iteration 171Q: 3 clusters Score -1.312568e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80671 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -13126004.000000 Penalty: 3756.286133
	Iteration 172Q: 3 clusters Score -1.3126e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82403 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -13126430.000000 Penalty: 3756.286133
	Iteration 173Q: 3 clusters Score -1.312643e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84215 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -13126815.000000 Penalty: 3756.286133
	Iteration 174Q: 3 clusters Score -1.312682e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86150 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -13127376.000000 Penalty: 3756.286133
	Iteration 175Q: 3 clusters Score -1.312738e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88081 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -13127896.000000 Penalty: 3756.286133
	Iteration 176Q: 3 clusters Score -1.31279e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90052 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -13128571.000000 Penalty: 3756.286133
	Iteration 177Q: 3 clusters Score -1.312857e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91877 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -13129229.000000 Penalty: 3756.286133
	Iteration 178Q: 3 clusters Score -1.312923e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93443 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -13129802.000000 Penalty: 3756.286133
	Iteration 179Q: 3 clusters Score -1.31298e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94707 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -13130244.000000 Penalty: 3756.286133
	Iteration 180F: 3 clusters Score -1.313024e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95779 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -13130546.000000 Penalty: 3756.286133
	Iteration 181Q: 3 clusters Score -1.313055e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96683 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -13130737.000000 Penalty: 3756.286133
	Iteration 182Q: 3 clusters Score -1.313074e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97454 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -13130950.000000 Penalty: 3756.286133
	Iteration 183Q: 3 clusters Score -1.313095e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98076 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -13131023.000000 Penalty: 3756.286133
	Iteration 184Q: 3 clusters Score -1.313102e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98618 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -13131160.000000 Penalty: 3756.286133
	Iteration 185Q: 3 clusters Score -1.313116e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99050 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -13131215.000000 Penalty: 3756.286133
	Iteration 186Q: 3 clusters Score -1.313122e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99413 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -13131247.000000 Penalty: 3756.286133
	Iteration 187Q: 3 clusters Score -1.313125e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99720 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -13131245.000000 Penalty: 3756.286133
	Iteration 188Q: 3 clusters Score -1.313124e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99994 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -13131282.000000 Penalty: 3756.286133
	Iteration 189Q: 3 clusters Score -1.313128e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100242 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -13131290.000000 Penalty: 3756.286133
	Iteration 190Q: 3 clusters Score -1.313129e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100448 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -13131332.000000 Penalty: 3756.286133
	Iteration 191Q: 3 clusters Score -1.313133e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100608 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -13131354.000000 Penalty: 3756.286133
	Iteration 192Q: 3 clusters Score -1.313135e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100751 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -13131326.000000 Penalty: 3756.286133
	Iteration 193Q: 3 clusters Score -1.313133e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100888 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -13131367.000000 Penalty: 3756.286133
	Iteration 194Q: 3 clusters Score -1.313137e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101023 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -13131337.000000 Penalty: 3756.286133
	Iteration 195Q: 3 clusters Score -1.313134e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101150 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -13131357.000000 Penalty: 3756.286133
	Iteration 196Q: 3 clusters Score -1.313136e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101261 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -13131360.000000 Penalty: 3756.286133
	Iteration 197Q: 3 clusters Score -1.313136e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101362 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -13131361.000000 Penalty: 3756.286133
	Iteration 198Q: 3 clusters Score -1.313136e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101463 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -13131341.000000 Penalty: 3756.286133
	Iteration 199Q: 3 clusters Score -1.313134e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101548 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -13131328.000000 Penalty: 3756.286133
	Iteration 200F: 3 clusters Score -1.313133e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101618 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -13131324.000000 Penalty: 3756.286133
	Iteration 201Q: 3 clusters Score -1.313132e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101681 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -13131323.000000 Penalty: 3756.286133
	Iteration 202Q: 3 clusters Score -1.313132e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101744 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -13131355.000000 Penalty: 3756.286133
	Iteration 203Q: 3 clusters Score -1.313136e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101795 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -13131364.000000 Penalty: 3756.286133
	Iteration 204Q: 3 clusters Score -1.313136e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101835 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -13131380.000000 Penalty: 3756.286133
	Iteration 205Q: 3 clusters Score -1.313138e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101874 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -13131373.000000 Penalty: 3756.286133
	Iteration 206Q: 3 clusters Score -1.313137e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101907 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -13131378.000000 Penalty: 3756.286133
	Iteration 207Q: 3 clusters Score -1.313138e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101940 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -13131392.000000 Penalty: 3756.286133
	Iteration 208Q: 3 clusters Score -1.313139e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101970 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -13131389.000000 Penalty: 3756.286133
	Iteration 209Q: 3 clusters Score -1.313139e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101990 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -13131377.000000 Penalty: 3756.286133
	Iteration 210Q: 3 clusters Score -1.313138e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102015 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -13131371.000000 Penalty: 3756.286133
	Iteration 211Q: 3 clusters Score -1.313137e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102032 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -13131399.000000 Penalty: 3756.286133
	Iteration 212Q: 3 clusters Score -1.31314e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102053 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -13131384.000000 Penalty: 3756.286133
	Iteration 213Q: 3 clusters Score -1.313138e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102081 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -13131366.000000 Penalty: 3756.286133
	Iteration 214Q: 3 clusters Score -1.313137e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102096 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -13131376.000000 Penalty: 3756.286133
	Iteration 215Q: 3 clusters Score -1.313138e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102110 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -13131379.000000 Penalty: 3756.286133
	Iteration 216Q: 3 clusters Score -1.313138e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102126 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -13131382.000000 Penalty: 3756.286133
	Iteration 217Q: 3 clusters Score -1.313138e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102142 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -13131388.000000 Penalty: 3756.286133
	Iteration 218Q: 3 clusters Score -1.313139e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102158 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -13131392.000000 Penalty: 3756.286133
	Iteration 219Q: 3 clusters Score -1.313139e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102170 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -13131377.000000 Penalty: 3756.286133
	Iteration 220F: 3 clusters Score -1.313138e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102189 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -13131375.000000 Penalty: 3756.286133
	Iteration 221Q: 3 clusters Score -1.313138e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102207 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -13131368.000000 Penalty: 3756.286133
	Iteration 222Q: 3 clusters Score -1.313137e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102226 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -13131367.000000 Penalty: 3756.286133
	Iteration 223Q: 3 clusters Score -1.313137e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102240 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -13131367.000000 Penalty: 3756.286133
	Iteration 224Q: 3 clusters Score -1.313137e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102251 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -13131356.000000 Penalty: 3756.286133
	Iteration 225Q: 3 clusters Score -1.313136e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102260 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -13131353.000000 Penalty: 3756.286133
	Iteration 226Q: 3 clusters Score -1.313135e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102273 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -13131367.000000 Penalty: 3756.286133
	Iteration 227Q: 3 clusters Score -1.313137e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102283 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -13131373.000000 Penalty: 3756.286133
	Iteration 228Q: 3 clusters Score -1.313137e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102293 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -13131359.000000 Penalty: 3756.286133
	Iteration 229Q: 3 clusters Score -1.313136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102302 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -13131358.000000 Penalty: 3756.286133
	Iteration 230Q: 3 clusters Score -1.313136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102308 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -13131363.000000 Penalty: 3756.286133
	Iteration 231Q: 3 clusters Score -1.313136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102315 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -13131360.000000 Penalty: 3756.286133
	Iteration 232Q: 3 clusters Score -1.313136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102320 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -13131369.000000 Penalty: 3756.286133
	Iteration 233Q: 3 clusters Score -1.313137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102327 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -13131365.000000 Penalty: 3756.286133
	Iteration 234Q: 3 clusters Score -1.313136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102332 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -13131367.000000 Penalty: 3756.286133
	Iteration 235Q: 3 clusters Score -1.313137e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102345 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -13131364.000000 Penalty: 3756.286133
	Iteration 236Q: 3 clusters Score -1.313136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102349 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -13131359.000000 Penalty: 3756.286133
	Iteration 237Q: 3 clusters Score -1.313136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102360 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -13131343.000000 Penalty: 3756.286133
	Iteration 238Q: 3 clusters Score -1.313134e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102369 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -13131340.000000 Penalty: 3756.286133
	Iteration 239Q: 3 clusters Score -1.313134e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102380 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -13131340.000000 Penalty: 3756.286133
	Iteration 240F: 3 clusters Score -1.313134e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102390 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -13131341.000000 Penalty: 3756.286133
	Iteration 241Q: 3 clusters Score -1.313134e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102398 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -13131351.000000 Penalty: 3756.286133
	Iteration 242Q: 3 clusters Score -1.313135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102406 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -13131356.000000 Penalty: 3756.286133
	Iteration 243Q: 3 clusters Score -1.313136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102417 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -13131357.000000 Penalty: 3756.286133
	Iteration 244Q: 3 clusters Score -1.313136e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102430 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -13131357.000000 Penalty: 3756.286133
	Iteration 245Q: 3 clusters Score -1.313136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102439 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -13131365.000000 Penalty: 3756.286133
	Iteration 246Q: 3 clusters Score -1.313136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102451 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -13131368.000000 Penalty: 3756.286133
	Iteration 247Q: 3 clusters Score -1.313137e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102461 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -13131366.000000 Penalty: 3756.286133
	Iteration 248Q: 3 clusters Score -1.313137e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102471 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -13131366.000000 Penalty: 3756.286133
	Iteration 249Q: 3 clusters Score -1.313137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102476 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -13131365.000000 Penalty: 3756.286133
	Iteration 250Q: 3 clusters Score -1.313136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102479 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -13131364.000000 Penalty: 3756.286133
	Iteration 251Q: 3 clusters Score -1.313136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102480 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -13131365.000000 Penalty: 3756.286133
	Iteration 252Q: 3 clusters Score -1.313136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102482 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -13131353.000000 Penalty: 3756.286133
	Iteration 253Q: 3 clusters Score -1.313135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102484 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -13131350.000000 Penalty: 3756.286133
	Iteration 254Q: 3 clusters Score -1.313135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102486 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -13131360.000000 Penalty: 3756.286133
	Iteration 255Q: 3 clusters Score -1.313136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102486 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -13131360.000000 Penalty: 3756.286133
	Iteration 256Q: 3 clusters Score -1.313136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102488 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -13131359.000000 Penalty: 3756.286133
	Iteration 257Q: 3 clusters Score -1.313136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102489 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -13131357.000000 Penalty: 3756.286133
	Iteration 258Q: 3 clusters Score -1.313136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102491 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -13131355.000000 Penalty: 3756.286133
	Iteration 259Q: 3 clusters Score -1.313136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102494 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -13131347.000000 Penalty: 3756.286133
	Iteration 260F: 3 clusters Score -1.313135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102493 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -13131344.000000 Penalty: 3756.286133
	Iteration 261Q: 3 clusters Score -1.313134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102494 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -13131346.000000 Penalty: 3756.286133
	Iteration 262Q: 3 clusters Score -1.313135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102497 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -13131342.000000 Penalty: 3756.286133
	Iteration 263Q: 3 clusters Score -1.313134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102500 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -13131338.000000 Penalty: 3756.286133
	Iteration 264Q: 3 clusters Score -1.313134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102505 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -13131345.000000 Penalty: 3756.286133
	Iteration 265Q: 3 clusters Score -1.313134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102507 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -13131345.000000 Penalty: 3756.286133
	Iteration 266Q: 3 clusters Score -1.313134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102508 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -13131344.000000 Penalty: 3756.286133
	Iteration 267Q: 3 clusters Score -1.313134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102509 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -13131344.000000 Penalty: 3756.286133
	Iteration 268Q: 3 clusters Score -1.313134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102510 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -13131347.000000 Penalty: 3756.286133
	Iteration 269Q: 3 clusters Score -1.313135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102512 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -13131346.000000 Penalty: 3756.286133
	Iteration 270Q: 3 clusters Score -1.313135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102514 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -13131349.000000 Penalty: 3756.286133
	Iteration 271Q: 3 clusters Score -1.313135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102516 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -13131341.000000 Penalty: 3756.286133
	Iteration 272Q: 3 clusters Score -1.313134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102518 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -13131347.000000 Penalty: 3756.286133
	Iteration 273Q: 3 clusters Score -1.313135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102521 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -13131346.000000 Penalty: 3756.286133
	Iteration 274Q: 3 clusters Score -1.313135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102527 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -13131345.000000 Penalty: 3756.286133
	Iteration 275Q: 3 clusters Score -1.313134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102532 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -13131351.000000 Penalty: 3756.286133
	Iteration 276Q: 3 clusters Score -1.313135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102539 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -13131343.000000 Penalty: 3756.286133
	Iteration 277Q: 3 clusters Score -1.313134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102544 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -13131347.000000 Penalty: 3756.286133
	Iteration 278Q: 3 clusters Score -1.313135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102550 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -13131343.000000 Penalty: 3756.286133
	Iteration 279Q: 3 clusters Score -1.313134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102556 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -13131342.000000 Penalty: 3756.286133
	Iteration 280F: 3 clusters Score -1.313134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102565 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -13131342.000000 Penalty: 3756.286133
	Iteration 281Q: 3 clusters Score -1.313134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102568 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -13131339.000000 Penalty: 3756.286133
	Iteration 282Q: 3 clusters Score -1.313134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102575 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -13131327.000000 Penalty: 3756.286133
	Iteration 283Q: 3 clusters Score -1.313133e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102584 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -13131344.000000 Penalty: 3756.286133
	Iteration 284Q: 3 clusters Score -1.313134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102590 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -13131361.000000 Penalty: 3756.286133
	Iteration 285Q: 3 clusters Score -1.313136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102595 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -13131353.000000 Penalty: 3756.286133
	Iteration 286Q: 3 clusters Score -1.313135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102601 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -13131358.000000 Penalty: 3756.286133
	Iteration 287Q: 3 clusters Score -1.313136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102608 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -13131342.000000 Penalty: 3756.286133
	Iteration 288Q: 3 clusters Score -1.313134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102615 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -13131336.000000 Penalty: 3756.286133
	Iteration 289Q: 3 clusters Score -1.313134e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102625 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -13131337.000000 Penalty: 3756.286133
	Iteration 290Q: 3 clusters Score -1.313134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102632 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -13131355.000000 Penalty: 3756.286133
	Iteration 291Q: 3 clusters Score -1.313136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102639 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -13131347.000000 Penalty: 3756.286133
	Iteration 292Q: 3 clusters Score -1.313135e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102644 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -13131354.000000 Penalty: 3756.286133
	Iteration 293Q: 3 clusters Score -1.313135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102650 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -13131352.000000 Penalty: 3756.286133
	Iteration 294Q: 3 clusters Score -1.313135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102656 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -13131352.000000 Penalty: 3756.286133
	Iteration 295Q: 3 clusters Score -1.313135e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102662 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -13131356.000000 Penalty: 3756.286133
	Iteration 296Q: 3 clusters Score -1.313136e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102666 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -13131356.000000 Penalty: 3756.286133
	Iteration 297Q: 3 clusters Score -1.313136e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102677 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -13131354.000000 Penalty: 3756.286133
	Iteration 298Q: 3 clusters Score -1.313135e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102687 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -13131344.000000 Penalty: 3756.286133
	Iteration 299Q: 3 clusters Score -1.313134e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102696 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -13131344.000000 Penalty: 3756.286133
	Iteration 300F: 3 clusters Score -1.313134e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102707 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -13131340.000000 Penalty: 3756.286133
	Iteration 301Q: 3 clusters Score -1.313134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102714 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -13131332.000000 Penalty: 3756.286133
	Iteration 302Q: 3 clusters Score -1.313133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102718 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -13131339.000000 Penalty: 3756.286133
	Iteration 303Q: 3 clusters Score -1.313134e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102719 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -13131348.000000 Penalty: 3756.286133
	Iteration 304Q: 3 clusters Score -1.313135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102725 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -13131346.000000 Penalty: 3756.286133
	Iteration 305Q: 3 clusters Score -1.313135e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102733 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -13131360.000000 Penalty: 3756.286133
	Iteration 306Q: 3 clusters Score -1.313136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102736 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -13131368.000000 Penalty: 3756.286133
	Iteration 307Q: 3 clusters Score -1.313137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102739 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -13131361.000000 Penalty: 3756.286133
	Iteration 308Q: 3 clusters Score -1.313136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102738 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -13131369.000000 Penalty: 3756.286133
	Iteration 309Q: 3 clusters Score -1.313137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102738 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -13131370.000000 Penalty: 3756.286133
	Iteration 310Q: 3 clusters Score -1.313137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102737 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -13131370.000000 Penalty: 3756.286133
	Iteration 311Q: 3 clusters Score -1.313137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102737 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -13131370.000000 Penalty: 3756.286133
	Iteration 312F: 3 clusters Score -1.313137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (97344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97344 members 
Entering Unmasked Estep 
Score: -12280299.000000 Penalty: 1866.476074
	Iteration 0F: 2 clusters Score -1.22803e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 48651 members 
Entering Unmasked Estep 
Score: -12215926.000000 Penalty: 3732.952148
	Iteration 0F: 3 clusters Score -1.221593e+07 nChanged 46564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 48921 members 
Entering Unmasked Estep 
Score: -12243018.000000 Penalty: 3732.952148
	Iteration 1F: 3 clusters Score -1.224302e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48131 members 
Mstep: Class 2 contains 49213 members 
Entering Unmasked Estep 
Score: -12243824.000000 Penalty: 3732.952148
	Iteration 2Q: 3 clusters Score -1.224382e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 49693 members 
Entering Unmasked Estep 
Score: -12244698.000000 Penalty: 3732.952148
	Iteration 3Q: 3 clusters Score -1.22447e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47066 members 
Mstep: Class 2 contains 50278 members 
Entering Unmasked Estep 
Score: -12245650.000000 Penalty: 3732.952148
	Iteration 4Q: 3 clusters Score -1.224565e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -12246759.000000 Penalty: 3732.952148
	Iteration 5Q: 3 clusters Score -1.224676e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 52030 members 
Entering Unmasked Estep 
Score: -12248256.000000 Penalty: 3732.952148
	Iteration 6Q: 3 clusters Score -1.224826e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 53256 members 
Entering Unmasked Estep 
Score: -12250132.000000 Penalty: 3732.952148
	Iteration 7Q: 3 clusters Score -1.225013e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 54603 members 
Entering Unmasked Estep 
Score: -12252624.000000 Penalty: 3732.952148
	Iteration 8Q: 3 clusters Score -1.225262e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 55995 members 
Entering Unmasked Estep 
Score: -12255874.000000 Penalty: 3732.952148
	Iteration 9F: 3 clusters Score -1.225587e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 57262 members 
Entering Unmasked Estep 
Score: -12259607.000000 Penalty: 3732.952148
	Iteration 10F: 3 clusters Score -1.225961e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 58255 members 
Entering Unmasked Estep 
Score: -12262519.000000 Penalty: 3732.952148
	Iteration 11F: 3 clusters Score -1.226252e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 59148 members 
Entering Unmasked Estep 
Score: -12263949.000000 Penalty: 3732.952148
	Iteration 12Q: 3 clusters Score -1.226395e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 59983 members 
Entering Unmasked Estep 
Score: -12264620.000000 Penalty: 3732.952148
	Iteration 13Q: 3 clusters Score -1.226462e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 60817 members 
Entering Unmasked Estep 
Score: -12265027.000000 Penalty: 3732.952148
	Iteration 14Q: 3 clusters Score -1.226503e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 61674 members 
Entering Unmasked Estep 
Score: -12265367.000000 Penalty: 3732.952148
	Iteration 15Q: 3 clusters Score -1.226537e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 62521 members 
Entering Unmasked Estep 
Score: -12265674.000000 Penalty: 3732.952148
	Iteration 16Q: 3 clusters Score -1.226567e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 63401 members 
Entering Unmasked Estep 
Score: -12266080.000000 Penalty: 3732.952148
	Iteration 17Q: 3 clusters Score -1.226608e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 64276 members 
Entering Unmasked Estep 
Score: -12266505.000000 Penalty: 3732.952148
	Iteration 18Q: 3 clusters Score -1.22665e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 65216 members 
Entering Unmasked Estep 
Score: -12266924.000000 Penalty: 3732.952148
	Iteration 19Q: 3 clusters Score -1.226692e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 66169 members 
Entering Unmasked Estep 
Score: -12267437.000000 Penalty: 3732.952148
	Iteration 20F: 3 clusters Score -1.226744e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 67105 members 
Entering Unmasked Estep 
Score: -12267873.000000 Penalty: 3732.952148
	Iteration 21Q: 3 clusters Score -1.226787e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 67994 members 
Entering Unmasked Estep 
Score: -12268404.000000 Penalty: 3732.952148
	Iteration 22Q: 3 clusters Score -1.22684e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 68833 members 
Entering Unmasked Estep 
Score: -12268831.000000 Penalty: 3732.952148
	Iteration 23Q: 3 clusters Score -1.226883e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 69688 members 
Entering Unmasked Estep 
Score: -12269222.000000 Penalty: 3732.952148
	Iteration 24Q: 3 clusters Score -1.226922e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 70549 members 
Entering Unmasked Estep 
Score: -12269536.000000 Penalty: 3732.952148
	Iteration 25Q: 3 clusters Score -1.226954e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 71363 members 
Entering Unmasked Estep 
Score: -12269880.000000 Penalty: 3732.952148
	Iteration 26Q: 3 clusters Score -1.226988e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 72179 members 
Entering Unmasked Estep 
Score: -12270203.000000 Penalty: 3732.952148
	Iteration 27Q: 3 clusters Score -1.22702e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 72987 members 
Entering Unmasked Estep 
Score: -12270543.000000 Penalty: 3732.952148
	Iteration 28Q: 3 clusters Score -1.227054e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 73807 members 
Entering Unmasked Estep 
Score: -12270816.000000 Penalty: 3732.952148
	Iteration 29Q: 3 clusters Score -1.227082e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 74635 members 
Entering Unmasked Estep 
Score: -12271081.000000 Penalty: 3732.952148
	Iteration 30Q: 3 clusters Score -1.227108e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 75460 members 
Entering Unmasked Estep 
Score: -12271390.000000 Penalty: 3732.952148
	Iteration 31Q: 3 clusters Score -1.227139e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 76261 members 
Entering Unmasked Estep 
Score: -12271574.000000 Penalty: 3732.952148
	Iteration 32Q: 3 clusters Score -1.227157e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 77078 members 
Entering Unmasked Estep 
Score: -12271781.000000 Penalty: 3732.952148
	Iteration 33Q: 3 clusters Score -1.227178e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 77857 members 
Entering Unmasked Estep 
Score: -12272018.000000 Penalty: 3732.952148
	Iteration 34Q: 3 clusters Score -1.227202e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 78691 members 
Entering Unmasked Estep 
Score: -12272280.000000 Penalty: 3732.952148
	Iteration 35Q: 3 clusters Score -1.227228e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 79541 members 
Entering Unmasked Estep 
Score: -12272493.000000 Penalty: 3732.952148
	Iteration 36Q: 3 clusters Score -1.227249e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 80362 members 
Entering Unmasked Estep 
Score: -12272741.000000 Penalty: 3732.952148
	Iteration 37Q: 3 clusters Score -1.227274e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 81163 members 
Entering Unmasked Estep 
Score: -12272918.000000 Penalty: 3732.952148
	Iteration 38Q: 3 clusters Score -1.227292e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 81947 members 
Entering Unmasked Estep 
Score: -12273110.000000 Penalty: 3732.952148
	Iteration 39Q: 3 clusters Score -1.227311e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 82755 members 
Entering Unmasked Estep 
Score: -12273378.000000 Penalty: 3732.952148
	Iteration 40F: 3 clusters Score -1.227338e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 83580 members 
Entering Unmasked Estep 
Score: -12273642.000000 Penalty: 3732.952148
	Iteration 41Q: 3 clusters Score -1.227364e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 84471 members 
Entering Unmasked Estep 
Score: -12273983.000000 Penalty: 3732.952148
	Iteration 42Q: 3 clusters Score -1.227398e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 85361 members 
Entering Unmasked Estep 
Score: -12274270.000000 Penalty: 3732.952148
	Iteration 43Q: 3 clusters Score -1.227427e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 86281 members 
Entering Unmasked Estep 
Score: -12274578.000000 Penalty: 3732.952148
	Iteration 44Q: 3 clusters Score -1.227458e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 87205 members 
Entering Unmasked Estep 
Score: -12274875.000000 Penalty: 3732.952148
	Iteration 45Q: 3 clusters Score -1.227488e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 88091 members 
Entering Unmasked Estep 
Score: -12275191.000000 Penalty: 3732.952148
	Iteration 46Q: 3 clusters Score -1.227519e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 88985 members 
Entering Unmasked Estep 
Score: -12275583.000000 Penalty: 3732.952148
	Iteration 47Q: 3 clusters Score -1.227558e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 89851 members 
Entering Unmasked Estep 
Score: -12275981.000000 Penalty: 3732.952148
	Iteration 48Q: 3 clusters Score -1.227598e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 90668 members 
Entering Unmasked Estep 
Score: -12276431.000000 Penalty: 3732.952148
	Iteration 49Q: 3 clusters Score -1.227643e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 91434 members 
Entering Unmasked Estep 
Score: -12276846.000000 Penalty: 3732.952148
	Iteration 50Q: 3 clusters Score -1.227685e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 92101 members 
Entering Unmasked Estep 
Score: -12277191.000000 Penalty: 3732.952148
	Iteration 51Q: 3 clusters Score -1.227719e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 92715 members 
Entering Unmasked Estep 
Score: -12277499.000000 Penalty: 3732.952148
	Iteration 52Q: 3 clusters Score -1.22775e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 93242 members 
Entering Unmasked Estep 
Score: -12277775.000000 Penalty: 3732.952148
	Iteration 53Q: 3 clusters Score -1.227778e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 93689 members 
Entering Unmasked Estep 
Score: -12278004.000000 Penalty: 3732.952148
	Iteration 54Q: 3 clusters Score -1.2278e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 94072 members 
Entering Unmasked Estep 
Score: -12278190.000000 Penalty: 3732.952148
	Iteration 55Q: 3 clusters Score -1.227819e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 94422 members 
Entering Unmasked Estep 
Score: -12278313.000000 Penalty: 3732.952148
	Iteration 56Q: 3 clusters Score -1.227831e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 94708 members 
Entering Unmasked Estep 
Score: -12278398.000000 Penalty: 3732.952148
	Iteration 57Q: 3 clusters Score -1.22784e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 94953 members 
Entering Unmasked Estep 
Score: -12278458.000000 Penalty: 3732.952148
	Iteration 58Q: 3 clusters Score -1.227846e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 95144 members 
Entering Unmasked Estep 
Score: -12278536.000000 Penalty: 3732.952148
	Iteration 59Q: 3 clusters Score -1.227854e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 95317 members 
Entering Unmasked Estep 
Score: -12278586.000000 Penalty: 3732.952148
	Iteration 60F: 3 clusters Score -1.227859e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 95461 members 
Entering Unmasked Estep 
Score: -12278647.000000 Penalty: 3732.952148
	Iteration 61Q: 3 clusters Score -1.227865e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 95587 members 
Entering Unmasked Estep 
Score: -12278690.000000 Penalty: 3732.952148
	Iteration 62Q: 3 clusters Score -1.227869e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 95697 members 
Entering Unmasked Estep 
Score: -12278740.000000 Penalty: 3732.952148
	Iteration 63Q: 3 clusters Score -1.227874e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 95782 members 
Entering Unmasked Estep 
Score: -12278766.000000 Penalty: 3732.952148
	Iteration 64Q: 3 clusters Score -1.227877e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 95866 members 
Entering Unmasked Estep 
Score: -12278779.000000 Penalty: 3732.952148
	Iteration 65Q: 3 clusters Score -1.227878e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 95940 members 
Entering Unmasked Estep 
Score: -12278808.000000 Penalty: 3732.952148
	Iteration 66Q: 3 clusters Score -1.227881e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 95990 members 
Entering Unmasked Estep 
Score: -12278787.000000 Penalty: 3732.952148
	Iteration 67Q: 3 clusters Score -1.227879e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 96028 members 
Entering Unmasked Estep 
Score: -12278796.000000 Penalty: 3732.952148
	Iteration 68Q: 3 clusters Score -1.22788e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 96064 members 
Entering Unmasked Estep 
Score: -12278799.000000 Penalty: 3732.952148
	Iteration 69Q: 3 clusters Score -1.22788e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 96106 members 
Entering Unmasked Estep 
Score: -12278824.000000 Penalty: 3732.952148
	Iteration 70Q: 3 clusters Score -1.227882e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 96127 members 
Entering Unmasked Estep 
Score: -12278829.000000 Penalty: 3732.952148
	Iteration 71Q: 3 clusters Score -1.227883e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 96138 members 
Entering Unmasked Estep 
Score: -12278838.000000 Penalty: 3732.952148
	Iteration 72Q: 3 clusters Score -1.227884e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 96156 members 
Entering Unmasked Estep 
Score: -12278829.000000 Penalty: 3732.952148
	Iteration 73Q: 3 clusters Score -1.227883e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 96174 members 
Entering Unmasked Estep 
Score: -12278829.000000 Penalty: 3732.952148
	Iteration 74Q: 3 clusters Score -1.227883e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 96190 members 
Entering Unmasked Estep 
Score: -12278831.000000 Penalty: 3732.952148
	Iteration 75Q: 3 clusters Score -1.227883e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 96199 members 
Entering Unmasked Estep 
Score: -12278840.000000 Penalty: 3732.952148
	Iteration 76Q: 3 clusters Score -1.227884e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 96206 members 
Entering Unmasked Estep 
Score: -12278847.000000 Penalty: 3732.952148
	Iteration 77Q: 3 clusters Score -1.227885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 96208 members 
Entering Unmasked Estep 
Score: -12278839.000000 Penalty: 3732.952148
	Iteration 78Q: 3 clusters Score -1.227884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 96211 members 
Entering Unmasked Estep 
Score: -12278831.000000 Penalty: 3732.952148
	Iteration 79Q: 3 clusters Score -1.227883e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 96211 members 
Entering Unmasked Estep 
Score: -12278831.000000 Penalty: 3732.952148
	Iteration 80F: 3 clusters Score -1.227883e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (87378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87378 members 
Entering Unmasked Estep 
Score: -11060258.000000 Penalty: 1848.924683
	Iteration 0F: 2 clusters Score -1.106026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -11003217.000000 Penalty: 3697.849365
	Iteration 0F: 3 clusters Score -1.100322e+07 nChanged 41586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -11027157.000000 Penalty: 3697.849365
	Iteration 1F: 3 clusters Score -1.102716e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43032 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -11027637.000000 Penalty: 3697.849365
	Iteration 2Q: 3 clusters Score -1.102764e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -11028051.000000 Penalty: 3697.849365
	Iteration 3Q: 3 clusters Score -1.102805e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 44731 members 
Entering Unmasked Estep 
Score: -11028620.000000 Penalty: 3697.849365
	Iteration 4Q: 3 clusters Score -1.102862e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -11029222.000000 Penalty: 3697.849365
	Iteration 5Q: 3 clusters Score -1.102922e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 45306 members 
Entering Unmasked Estep 
Score: -11029767.000000 Penalty: 3697.849365
	Iteration 6Q: 3 clusters Score -1.102977e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -11030580.000000 Penalty: 3697.849365
	Iteration 7Q: 3 clusters Score -1.103058e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -11031426.000000 Penalty: 3697.849365
	Iteration 8Q: 3 clusters Score -1.103143e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -11032853.000000 Penalty: 3697.849365
	Iteration 9Q: 3 clusters Score -1.103285e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -11035041.000000 Penalty: 3697.849365
	Iteration 10Q: 3 clusters Score -1.103504e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 48277 members 
Entering Unmasked Estep 
Score: -11038295.000000 Penalty: 3697.849365
	Iteration 11F: 3 clusters Score -1.10383e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 49115 members 
Entering Unmasked Estep 
Score: -11042283.000000 Penalty: 3697.849365
	Iteration 12F: 3 clusters Score -1.104228e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 49940 members 
Entering Unmasked Estep 
Score: -11045227.000000 Penalty: 3697.849365
	Iteration 13F: 3 clusters Score -1.104523e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 50912 members 
Entering Unmasked Estep 
Score: -11046510.000000 Penalty: 3697.849365
	Iteration 14Q: 3 clusters Score -1.104651e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 52013 members 
Entering Unmasked Estep 
Score: -11047177.000000 Penalty: 3697.849365
	Iteration 15Q: 3 clusters Score -1.104718e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 53270 members 
Entering Unmasked Estep 
Score: -11047594.000000 Penalty: 3697.849365
	Iteration 16Q: 3 clusters Score -1.104759e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 54752 members 
Entering Unmasked Estep 
Score: -11048082.000000 Penalty: 3697.849365
	Iteration 17Q: 3 clusters Score -1.104808e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 56359 members 
Entering Unmasked Estep 
Score: -11048603.000000 Penalty: 3697.849365
	Iteration 18Q: 3 clusters Score -1.10486e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 58102 members 
Entering Unmasked Estep 
Score: -11049285.000000 Penalty: 3697.849365
	Iteration 19Q: 3 clusters Score -1.104928e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 59960 members 
Entering Unmasked Estep 
Score: -11049959.000000 Penalty: 3697.849365
	Iteration 20F: 3 clusters Score -1.104996e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 61874 members 
Entering Unmasked Estep 
Score: -11050878.000000 Penalty: 3697.849365
	Iteration 21Q: 3 clusters Score -1.105088e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 63671 members 
Entering Unmasked Estep 
Score: -11051589.000000 Penalty: 3697.849365
	Iteration 22Q: 3 clusters Score -1.105159e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 65424 members 
Entering Unmasked Estep 
Score: -11052356.000000 Penalty: 3697.849365
	Iteration 23Q: 3 clusters Score -1.105236e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 67135 members 
Entering Unmasked Estep 
Score: -11053096.000000 Penalty: 3697.849365
	Iteration 24Q: 3 clusters Score -1.10531e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 68662 members 
Entering Unmasked Estep 
Score: -11053663.000000 Penalty: 3697.849365
	Iteration 25Q: 3 clusters Score -1.105366e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 70060 members 
Entering Unmasked Estep 
Score: -11054194.000000 Penalty: 3697.849365
	Iteration 26Q: 3 clusters Score -1.105419e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 71265 members 
Entering Unmasked Estep 
Score: -11054654.000000 Penalty: 3697.849365
	Iteration 27Q: 3 clusters Score -1.105465e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 72338 members 
Entering Unmasked Estep 
Score: -11055002.000000 Penalty: 3697.849365
	Iteration 28Q: 3 clusters Score -1.1055e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 73324 members 
Entering Unmasked Estep 
Score: -11055228.000000 Penalty: 3697.849365
	Iteration 29Q: 3 clusters Score -1.105523e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 74206 members 
Entering Unmasked Estep 
Score: -11055462.000000 Penalty: 3697.849365
	Iteration 30Q: 3 clusters Score -1.105546e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 75004 members 
Entering Unmasked Estep 
Score: -11055656.000000 Penalty: 3697.849365
	Iteration 31Q: 3 clusters Score -1.105566e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 75757 members 
Entering Unmasked Estep 
Score: -11055808.000000 Penalty: 3697.849365
	Iteration 32Q: 3 clusters Score -1.105581e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 76454 members 
Entering Unmasked Estep 
Score: -11055929.000000 Penalty: 3697.849365
	Iteration 33Q: 3 clusters Score -1.105593e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 77110 members 
Entering Unmasked Estep 
Score: -11056050.000000 Penalty: 3697.849365
	Iteration 34Q: 3 clusters Score -1.105605e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 77764 members 
Entering Unmasked Estep 
Score: -11056133.000000 Penalty: 3697.849365
	Iteration 35Q: 3 clusters Score -1.105613e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 78380 members 
Entering Unmasked Estep 
Score: -11056301.000000 Penalty: 3697.849365
	Iteration 36Q: 3 clusters Score -1.10563e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 79061 members 
Entering Unmasked Estep 
Score: -11056387.000000 Penalty: 3697.849365
	Iteration 37Q: 3 clusters Score -1.105639e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 79711 members 
Entering Unmasked Estep 
Score: -11056547.000000 Penalty: 3697.849365
	Iteration 38Q: 3 clusters Score -1.105655e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 80311 members 
Entering Unmasked Estep 
Score: -11056676.000000 Penalty: 3697.849365
	Iteration 39Q: 3 clusters Score -1.105668e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 80888 members 
Entering Unmasked Estep 
Score: -11056863.000000 Penalty: 3697.849365
	Iteration 40F: 3 clusters Score -1.105686e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 81476 members 
Entering Unmasked Estep 
Score: -11057031.000000 Penalty: 3697.849365
	Iteration 41Q: 3 clusters Score -1.105703e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 82028 members 
Entering Unmasked Estep 
Score: -11057164.000000 Penalty: 3697.849365
	Iteration 42Q: 3 clusters Score -1.105716e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 82573 members 
Entering Unmasked Estep 
Score: -11057330.000000 Penalty: 3697.849365
	Iteration 43Q: 3 clusters Score -1.105733e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 83074 members 
Entering Unmasked Estep 
Score: -11057491.000000 Penalty: 3697.849365
	Iteration 44Q: 3 clusters Score -1.105749e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 83534 members 
Entering Unmasked Estep 
Score: -11057681.000000 Penalty: 3697.849365
	Iteration 45Q: 3 clusters Score -1.105768e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 83966 members 
Entering Unmasked Estep 
Score: -11057759.000000 Penalty: 3697.849365
	Iteration 46Q: 3 clusters Score -1.105776e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 84299 members 
Entering Unmasked Estep 
Score: -11057852.000000 Penalty: 3697.849365
	Iteration 47Q: 3 clusters Score -1.105785e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 84615 members 
Entering Unmasked Estep 
Score: -11057976.000000 Penalty: 3697.849365
	Iteration 48Q: 3 clusters Score -1.105798e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 84900 members 
Entering Unmasked Estep 
Score: -11058100.000000 Penalty: 3697.849365
	Iteration 49Q: 3 clusters Score -1.10581e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 85151 members 
Entering Unmasked Estep 
Score: -11058191.000000 Penalty: 3697.849365
	Iteration 50Q: 3 clusters Score -1.105819e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 85383 members 
Entering Unmasked Estep 
Score: -11058261.000000 Penalty: 3697.849365
	Iteration 51Q: 3 clusters Score -1.105826e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 85580 members 
Entering Unmasked Estep 
Score: -11058321.000000 Penalty: 3697.849365
	Iteration 52Q: 3 clusters Score -1.105832e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 85747 members 
Entering Unmasked Estep 
Score: -11058379.000000 Penalty: 3697.849365
	Iteration 53Q: 3 clusters Score -1.105838e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 85912 members 
Entering Unmasked Estep 
Score: -11058454.000000 Penalty: 3697.849365
	Iteration 54Q: 3 clusters Score -1.105845e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 86035 members 
Entering Unmasked Estep 
Score: -11058486.000000 Penalty: 3697.849365
	Iteration 55Q: 3 clusters Score -1.105849e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 86137 members 
Entering Unmasked Estep 
Score: -11058510.000000 Penalty: 3697.849365
	Iteration 56Q: 3 clusters Score -1.105851e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 86226 members 
Entering Unmasked Estep 
Score: -11058561.000000 Penalty: 3697.849365
	Iteration 57Q: 3 clusters Score -1.105856e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 86297 members 
Entering Unmasked Estep 
Score: -11058584.000000 Penalty: 3697.849365
	Iteration 58Q: 3 clusters Score -1.105858e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 86354 members 
Entering Unmasked Estep 
Score: -11058609.000000 Penalty: 3697.849365
	Iteration 59Q: 3 clusters Score -1.105861e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 86393 members 
Entering Unmasked Estep 
Score: -11058630.000000 Penalty: 3697.849365
	Iteration 60F: 3 clusters Score -1.105863e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 86426 members 
Entering Unmasked Estep 
Score: -11058641.000000 Penalty: 3697.849365
	Iteration 61Q: 3 clusters Score -1.105864e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 86457 members 
Entering Unmasked Estep 
Score: -11058644.000000 Penalty: 3697.849365
	Iteration 62Q: 3 clusters Score -1.105864e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 86485 members 
Entering Unmasked Estep 
Score: -11058674.000000 Penalty: 3697.849365
	Iteration 63Q: 3 clusters Score -1.105867e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 86499 members 
Entering Unmasked Estep 
Score: -11058682.000000 Penalty: 3697.849365
	Iteration 64Q: 3 clusters Score -1.105868e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 86513 members 
Entering Unmasked Estep 
Score: -11058684.000000 Penalty: 3697.849365
	Iteration 65Q: 3 clusters Score -1.105868e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 86527 members 
Entering Unmasked Estep 
Score: -11058694.000000 Penalty: 3697.849365
	Iteration 66Q: 3 clusters Score -1.105869e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 86540 members 
Entering Unmasked Estep 
Score: -11058704.000000 Penalty: 3697.849365
	Iteration 67Q: 3 clusters Score -1.10587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 86545 members 
Entering Unmasked Estep 
Score: -11058696.000000 Penalty: 3697.849365
	Iteration 68Q: 3 clusters Score -1.10587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 86550 members 
Entering Unmasked Estep 
Score: -11058708.000000 Penalty: 3697.849365
	Iteration 69Q: 3 clusters Score -1.105871e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 86556 members 
Entering Unmasked Estep 
Score: -11058703.000000 Penalty: 3697.849365
	Iteration 70Q: 3 clusters Score -1.10587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 86565 members 
Entering Unmasked Estep 
Score: -11058703.000000 Penalty: 3697.849365
	Iteration 71Q: 3 clusters Score -1.10587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 86571 members 
Entering Unmasked Estep 
Score: -11058706.000000 Penalty: 3697.849365
	Iteration 72Q: 3 clusters Score -1.105871e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 86577 members 
Entering Unmasked Estep 
Score: -11058704.000000 Penalty: 3697.849365
	Iteration 73Q: 3 clusters Score -1.10587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 86578 members 
Entering Unmasked Estep 
Score: -11058702.000000 Penalty: 3697.849365
	Iteration 74Q: 3 clusters Score -1.10587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 86581 members 
Entering Unmasked Estep 
Score: -11058709.000000 Penalty: 3697.849365
	Iteration 75Q: 3 clusters Score -1.105871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 86586 members 
Entering Unmasked Estep 
Score: -11058704.000000 Penalty: 3697.849365
	Iteration 76Q: 3 clusters Score -1.10587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 86590 members 
Entering Unmasked Estep 
Score: -11058708.000000 Penalty: 3697.849365
	Iteration 77Q: 3 clusters Score -1.105871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 86593 members 
Entering Unmasked Estep 
Score: -11058709.000000 Penalty: 3697.849365
	Iteration 78Q: 3 clusters Score -1.105871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 86596 members 
Entering Unmasked Estep 
Score: -11058717.000000 Penalty: 3697.849365
	Iteration 79Q: 3 clusters Score -1.105872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 86595 members 
Entering Unmasked Estep 
Score: -11058712.000000 Penalty: 3697.849365
	Iteration 80F: 3 clusters Score -1.105871e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Entering Unmasked Estep 
Score: -114411.476562 Penalty: 1142.370605
	Iteration 0F: 2 clusters Score -114411.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -112956.203125 Penalty: 2284.741211
	Iteration 0F: 3 clusters Score -112956.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -113391.085938 Penalty: 2284.741211
	Iteration 1F: 3 clusters Score -113391.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -113692.109375 Penalty: 2284.741211
	Iteration 2F: 3 clusters Score -113692.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -114005.921875 Penalty: 2284.741211
	Iteration 3F: 3 clusters Score -114005.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -114244.929688 Penalty: 2284.741211
	Iteration 4F: 3 clusters Score -114244.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -114470.289062 Penalty: 2284.741211
	Iteration 5F: 3 clusters Score -114470.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -114650.757812 Penalty: 2284.741211
	Iteration 6Q: 3 clusters Score -114650.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -114757.031250 Penalty: 2284.741211
	Iteration 7Q: 3 clusters Score -114757 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -114847.273438 Penalty: 2284.741211
	Iteration 8Q: 3 clusters Score -114847.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -114871.718750 Penalty: 2284.741211
	Iteration 9Q: 3 clusters Score -114871.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -114900.734375 Penalty: 2284.741211
	Iteration 10Q: 3 clusters Score -114900.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -114923.320312 Penalty: 2284.741211
	Iteration 11Q: 3 clusters Score -114923.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -114939.046875 Penalty: 2284.741211
	Iteration 12Q: 3 clusters Score -114939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -114981.140625 Penalty: 2284.741211
	Iteration 13Q: 3 clusters Score -114981.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -115030.539062 Penalty: 2284.741211
	Iteration 14Q: 3 clusters Score -115030.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -115075.335938 Penalty: 2284.741211
	Iteration 15Q: 3 clusters Score -115075.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -115101.914062 Penalty: 2284.741211
	Iteration 16Q: 3 clusters Score -115101.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -115123.820312 Penalty: 2284.741211
	Iteration 17Q: 3 clusters Score -115123.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -115128.773438 Penalty: 2284.741211
	Iteration 18Q: 3 clusters Score -115128.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -115128.773438 Penalty: 2284.741211
	Iteration 19F: 3 clusters Score -115128.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 104642 members 
Mstep: Class 2 contains 12238 members 
Mstep: Class 3 contains 6938 members 
Mstep: Class 4 contains 116248 members 
Mstep: Class 5 contains 1126 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 6866 members 
Mstep: Class 8 contains 9793 members 
Mstep: Class 9 contains 91592 members 
Mstep: Class 10 contains 3224 members 
Mstep: Class 11 contains 104590 members 
Mstep: Class 12 contains 97344 members 
Mstep: Class 13 contains 87378 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 2950 members 
Mstep: Class 16 contains 95658 members 
Mstep: Class 17 contains 35597 members 
Mstep: Class 18 contains 22697 members 
Mstep: Class 19 contains 2731 members 
Mstep: Class 20 contains 687 members 
Mstep: Class 21 contains 7939 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4839 members 
Mstep: Class 26 contains 19667 members 
Mstep: Class 27 contains 5782 members 
Mstep: Class 28 contains 389 members 
Mstep: Class 29 contains 9394 members 
Mstep: Class 30 contains 34515 members 
Mstep: Class 31 contains 22404 members 
Mstep: Class 32 contains 2037 members 
Mstep: Class 33 contains 519 members 
Mstep: Class 34 contains 3837 members 
Mstep: Class 35 contains 728 members 
Entering Unmasked Estep 
Score: -111760288.000000 Penalty: 78091.835938
Splitting cluster 14 changes total score from -111760840.000000 to -111760288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (2950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Entering Unmasked Estep 
Score: -370016.562500 Penalty: 1298.303589
	Iteration 0F: 2 clusters Score -370016.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -367352.343750 Penalty: 2596.607178
	Iteration 0F: 3 clusters Score -367352.3 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -367998.187500 Penalty: 2596.607178
	Iteration 1F: 3 clusters Score -367998.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -368104.281250 Penalty: 2596.607178
	Iteration 2F: 3 clusters Score -368104.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -368174.031250 Penalty: 2596.607178
	Iteration 3Q: 3 clusters Score -368174 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -368212.312500 Penalty: 2596.607178
	Iteration 4Q: 3 clusters Score -368212.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -368239.312500 Penalty: 2596.607178
	Iteration 5Q: 3 clusters Score -368239.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -368261.625000 Penalty: 2596.607178
	Iteration 6Q: 3 clusters Score -368261.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -368280.750000 Penalty: 2596.607178
	Iteration 7Q: 3 clusters Score -368280.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -368306.500000 Penalty: 2596.607178
	Iteration 8Q: 3 clusters Score -368306.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -368331.531250 Penalty: 2596.607178
	Iteration 9Q: 3 clusters Score -368331.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -368356.531250 Penalty: 2596.607178
	Iteration 10Q: 3 clusters Score -368356.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -368381.718750 Penalty: 2596.607178
	Iteration 11Q: 3 clusters Score -368381.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -368404.281250 Penalty: 2596.607178
	Iteration 12Q: 3 clusters Score -368404.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -368430.593750 Penalty: 2596.607178
	Iteration 13Q: 3 clusters Score -368430.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -368457.375000 Penalty: 2596.607178
	Iteration 14Q: 3 clusters Score -368457.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -368481.218750 Penalty: 2596.607178
	Iteration 15Q: 3 clusters Score -368481.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -368500.093750 Penalty: 2596.607178
	Iteration 16Q: 3 clusters Score -368500.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -368513.843750 Penalty: 2596.607178
	Iteration 17Q: 3 clusters Score -368513.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -368537.937500 Penalty: 2596.607178
	Iteration 18Q: 3 clusters Score -368537.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -368559.875000 Penalty: 2596.607178
	Iteration 19Q: 3 clusters Score -368559.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -368574.718750 Penalty: 2596.607178
	Iteration 20F: 3 clusters Score -368574.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -368591.062500 Penalty: 2596.607178
	Iteration 21Q: 3 clusters Score -368591.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -368610.937500 Penalty: 2596.607178
	Iteration 22Q: 3 clusters Score -368610.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -368635.062500 Penalty: 2596.607178
	Iteration 23Q: 3 clusters Score -368635.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -368653.875000 Penalty: 2596.607178
	Iteration 24Q: 3 clusters Score -368653.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -368670.125000 Penalty: 2596.607178
	Iteration 25Q: 3 clusters Score -368670.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -368684.718750 Penalty: 2596.607178
	Iteration 26Q: 3 clusters Score -368684.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -368698.000000 Penalty: 2596.607178
	Iteration 27Q: 3 clusters Score -368698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -368708.500000 Penalty: 2596.607178
	Iteration 28Q: 3 clusters Score -368708.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -368719.750000 Penalty: 2596.607178
	Iteration 29Q: 3 clusters Score -368719.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -368728.718750 Penalty: 2596.607178
	Iteration 30Q: 3 clusters Score -368728.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -368732.781250 Penalty: 2596.607178
	Iteration 31Q: 3 clusters Score -368732.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -368736.593750 Penalty: 2596.607178
	Iteration 32Q: 3 clusters Score -368736.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -368738.781250 Penalty: 2596.607178
	Iteration 33Q: 3 clusters Score -368738.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -368742.156250 Penalty: 2596.607178
	Iteration 34Q: 3 clusters Score -368742.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -368746.406250 Penalty: 2596.607178
	Iteration 35Q: 3 clusters Score -368746.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -368749.656250 Penalty: 2596.607178
	Iteration 36Q: 3 clusters Score -368749.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -368754.437500 Penalty: 2596.607178
	Iteration 37Q: 3 clusters Score -368754.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -368759.687500 Penalty: 2596.607178
	Iteration 38Q: 3 clusters Score -368759.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -368762.937500 Penalty: 2596.607178
	Iteration 39Q: 3 clusters Score -368762.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -368767.656250 Penalty: 2596.607178
	Iteration 40F: 3 clusters Score -368767.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -368776.312500 Penalty: 2596.607178
	Iteration 41Q: 3 clusters Score -368776.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -368779.093750 Penalty: 2596.607178
	Iteration 42Q: 3 clusters Score -368779.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -368782.687500 Penalty: 2596.607178
	Iteration 43Q: 3 clusters Score -368782.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -368785.750000 Penalty: 2596.607178
	Iteration 44Q: 3 clusters Score -368785.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -368787.812500 Penalty: 2596.607178
	Iteration 45Q: 3 clusters Score -368787.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -368790.156250 Penalty: 2596.607178
	Iteration 46Q: 3 clusters Score -368790.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -368792.812500 Penalty: 2596.607178
	Iteration 47Q: 3 clusters Score -368792.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -368793.750000 Penalty: 2596.607178
	Iteration 48Q: 3 clusters Score -368793.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -368793.750000 Penalty: 2596.607178
	Iteration 49Q: 3 clusters Score -368793.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -368793.812500 Penalty: 2596.607178
	Iteration 50Q: 3 clusters Score -368793.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -368793.812500 Penalty: 2596.607178
	Iteration 51F: 3 clusters Score -368793.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (95658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95658 members 
Entering Unmasked Estep 
Score: -11892598.000000 Penalty: 1863.636841
	Iteration 0F: 2 clusters Score -1.18926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 47634 members 
Entering Unmasked Estep 
Score: -11829157.000000 Penalty: 3727.273682
	Iteration 0F: 3 clusters Score -1.182916e+07 nChanged 45717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50437 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -11856054.000000 Penalty: 3727.273682
	Iteration 1F: 3 clusters Score -1.185605e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51639 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -11857538.000000 Penalty: 3727.273682
	Iteration 2Q: 3 clusters Score -1.185754e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53307 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -11859249.000000 Penalty: 3727.273682
	Iteration 3Q: 3 clusters Score -1.185925e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55555 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -11861624.000000 Penalty: 3727.273682
	Iteration 4Q: 3 clusters Score -1.186162e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58410 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -11865060.000000 Penalty: 3727.273682
	Iteration 5F: 3 clusters Score -1.186506e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61898 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -11869282.000000 Penalty: 3727.273682
	Iteration 6F: 3 clusters Score -1.186928e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65574 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -11873994.000000 Penalty: 3727.273682
	Iteration 7F: 3 clusters Score -1.187399e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68996 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -11878110.000000 Penalty: 3727.273682
	Iteration 8F: 3 clusters Score -1.187811e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71914 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -11880963.000000 Penalty: 3727.273682
	Iteration 9Q: 3 clusters Score -1.188096e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74393 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -11882961.000000 Penalty: 3727.273682
	Iteration 10Q: 3 clusters Score -1.188296e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76480 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -11884400.000000 Penalty: 3727.273682
	Iteration 11Q: 3 clusters Score -1.18844e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78252 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -11885435.000000 Penalty: 3727.273682
	Iteration 12Q: 3 clusters Score -1.188544e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79786 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -11886365.000000 Penalty: 3727.273682
	Iteration 13Q: 3 clusters Score -1.188636e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81132 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -11887136.000000 Penalty: 3727.273682
	Iteration 14Q: 3 clusters Score -1.188714e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82349 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -11887726.000000 Penalty: 3727.273682
	Iteration 15Q: 3 clusters Score -1.188773e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83432 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -11888293.000000 Penalty: 3727.273682
	Iteration 16Q: 3 clusters Score -1.188829e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84459 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -11888760.000000 Penalty: 3727.273682
	Iteration 17Q: 3 clusters Score -1.188876e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85409 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -11889179.000000 Penalty: 3727.273682
	Iteration 18Q: 3 clusters Score -1.188918e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86234 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -11889508.000000 Penalty: 3727.273682
	Iteration 19Q: 3 clusters Score -1.188951e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86976 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -11889831.000000 Penalty: 3727.273682
	Iteration 20F: 3 clusters Score -1.188983e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87645 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -11890074.000000 Penalty: 3727.273682
	Iteration 21Q: 3 clusters Score -1.189007e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88193 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -11890284.000000 Penalty: 3727.273682
	Iteration 22Q: 3 clusters Score -1.189028e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88669 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -11890404.000000 Penalty: 3727.273682
	Iteration 23Q: 3 clusters Score -1.18904e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89099 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -11890528.000000 Penalty: 3727.273682
	Iteration 24Q: 3 clusters Score -1.189053e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89474 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -11890622.000000 Penalty: 3727.273682
	Iteration 25Q: 3 clusters Score -1.189062e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89830 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -11890749.000000 Penalty: 3727.273682
	Iteration 26Q: 3 clusters Score -1.189075e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90144 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -11890870.000000 Penalty: 3727.273682
	Iteration 27Q: 3 clusters Score -1.189087e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90432 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -11890944.000000 Penalty: 3727.273682
	Iteration 28Q: 3 clusters Score -1.189094e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90693 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -11891023.000000 Penalty: 3727.273682
	Iteration 29Q: 3 clusters Score -1.189102e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90909 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -11891135.000000 Penalty: 3727.273682
	Iteration 30Q: 3 clusters Score -1.189114e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91117 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -11891217.000000 Penalty: 3727.273682
	Iteration 31Q: 3 clusters Score -1.189122e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91322 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -11891271.000000 Penalty: 3727.273682
	Iteration 32Q: 3 clusters Score -1.189127e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91507 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -11891329.000000 Penalty: 3727.273682
	Iteration 33Q: 3 clusters Score -1.189133e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91674 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -11891364.000000 Penalty: 3727.273682
	Iteration 34Q: 3 clusters Score -1.189136e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91832 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -11891416.000000 Penalty: 3727.273682
	Iteration 35Q: 3 clusters Score -1.189142e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91972 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -11891454.000000 Penalty: 3727.273682
	Iteration 36Q: 3 clusters Score -1.189145e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92090 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -11891476.000000 Penalty: 3727.273682
	Iteration 37Q: 3 clusters Score -1.189148e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92194 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -11891507.000000 Penalty: 3727.273682
	Iteration 38Q: 3 clusters Score -1.189151e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92289 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -11891530.000000 Penalty: 3727.273682
	Iteration 39Q: 3 clusters Score -1.189153e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92375 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -11891526.000000 Penalty: 3727.273682
	Iteration 40F: 3 clusters Score -1.189153e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92456 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -11891563.000000 Penalty: 3727.273682
	Iteration 41Q: 3 clusters Score -1.189156e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92524 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -11891569.000000 Penalty: 3727.273682
	Iteration 42Q: 3 clusters Score -1.189157e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92593 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -11891567.000000 Penalty: 3727.273682
	Iteration 43Q: 3 clusters Score -1.189157e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92648 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -11891597.000000 Penalty: 3727.273682
	Iteration 44Q: 3 clusters Score -1.18916e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92696 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -11891599.000000 Penalty: 3727.273682
	Iteration 45Q: 3 clusters Score -1.18916e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92728 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -11891609.000000 Penalty: 3727.273682
	Iteration 46Q: 3 clusters Score -1.189161e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92759 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -11891620.000000 Penalty: 3727.273682
	Iteration 47Q: 3 clusters Score -1.189162e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92780 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -11891629.000000 Penalty: 3727.273682
	Iteration 48Q: 3 clusters Score -1.189163e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92804 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -11891625.000000 Penalty: 3727.273682
	Iteration 49Q: 3 clusters Score -1.189162e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92824 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -11891625.000000 Penalty: 3727.273682
	Iteration 50Q: 3 clusters Score -1.189162e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92852 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -11891637.000000 Penalty: 3727.273682
	Iteration 51Q: 3 clusters Score -1.189164e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92893 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -11891634.000000 Penalty: 3727.273682
	Iteration 52Q: 3 clusters Score -1.189163e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92921 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -11891626.000000 Penalty: 3727.273682
	Iteration 53Q: 3 clusters Score -1.189163e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92940 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -11891631.000000 Penalty: 3727.273682
	Iteration 54Q: 3 clusters Score -1.189163e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92959 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -11891633.000000 Penalty: 3727.273682
	Iteration 55Q: 3 clusters Score -1.189163e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92973 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -11891624.000000 Penalty: 3727.273682
	Iteration 56Q: 3 clusters Score -1.189162e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92988 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -11891612.000000 Penalty: 3727.273682
	Iteration 57Q: 3 clusters Score -1.189161e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93007 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -11891615.000000 Penalty: 3727.273682
	Iteration 58Q: 3 clusters Score -1.189162e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93025 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -11891600.000000 Penalty: 3727.273682
	Iteration 59Q: 3 clusters Score -1.18916e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93043 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -11891591.000000 Penalty: 3727.273682
	Iteration 60F: 3 clusters Score -1.189159e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93059 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -11891594.000000 Penalty: 3727.273682
	Iteration 61Q: 3 clusters Score -1.189159e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93076 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -11891606.000000 Penalty: 3727.273682
	Iteration 62Q: 3 clusters Score -1.189161e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93089 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -11891612.000000 Penalty: 3727.273682
	Iteration 63Q: 3 clusters Score -1.189161e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93101 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -11891616.000000 Penalty: 3727.273682
	Iteration 64Q: 3 clusters Score -1.189162e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93111 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -11891604.000000 Penalty: 3727.273682
	Iteration 65Q: 3 clusters Score -1.18916e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93126 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -11891618.000000 Penalty: 3727.273682
	Iteration 66Q: 3 clusters Score -1.189162e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93140 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -11891613.000000 Penalty: 3727.273682
	Iteration 67Q: 3 clusters Score -1.189161e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93155 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -11891622.000000 Penalty: 3727.273682
	Iteration 68Q: 3 clusters Score -1.189162e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93169 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -11891614.000000 Penalty: 3727.273682
	Iteration 69Q: 3 clusters Score -1.189161e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93178 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -11891612.000000 Penalty: 3727.273682
	Iteration 70Q: 3 clusters Score -1.189161e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93190 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -11891612.000000 Penalty: 3727.273682
	Iteration 71Q: 3 clusters Score -1.189161e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93205 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -11891619.000000 Penalty: 3727.273682
	Iteration 72Q: 3 clusters Score -1.189162e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93218 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -11891632.000000 Penalty: 3727.273682
	Iteration 73Q: 3 clusters Score -1.189163e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93227 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -11891628.000000 Penalty: 3727.273682
	Iteration 74Q: 3 clusters Score -1.189163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93236 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -11891630.000000 Penalty: 3727.273682
	Iteration 75Q: 3 clusters Score -1.189163e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93244 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -11891623.000000 Penalty: 3727.273682
	Iteration 76Q: 3 clusters Score -1.189162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93248 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -11891632.000000 Penalty: 3727.273682
	Iteration 77Q: 3 clusters Score -1.189163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93249 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -11891626.000000 Penalty: 3727.273682
	Iteration 78Q: 3 clusters Score -1.189163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93254 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -11891638.000000 Penalty: 3727.273682
	Iteration 79Q: 3 clusters Score -1.189164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93257 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -11891638.000000 Penalty: 3727.273682
	Iteration 80F: 3 clusters Score -1.189164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93261 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -11891650.000000 Penalty: 3727.273682
	Iteration 81Q: 3 clusters Score -1.189165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93266 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -11891650.000000 Penalty: 3727.273682
	Iteration 82Q: 3 clusters Score -1.189165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93272 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -11891645.000000 Penalty: 3727.273682
	Iteration 83Q: 3 clusters Score -1.189164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93276 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -11891642.000000 Penalty: 3727.273682
	Iteration 84Q: 3 clusters Score -1.189164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93282 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -11891641.000000 Penalty: 3727.273682
	Iteration 85Q: 3 clusters Score -1.189164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93286 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -11891632.000000 Penalty: 3727.273682
	Iteration 86Q: 3 clusters Score -1.189163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93289 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -11891634.000000 Penalty: 3727.273682
	Iteration 87Q: 3 clusters Score -1.189163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93287 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -11891637.000000 Penalty: 3727.273682
	Iteration 88Q: 3 clusters Score -1.189164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93288 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -11891640.000000 Penalty: 3727.273682
	Iteration 89Q: 3 clusters Score -1.189164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93291 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -11891643.000000 Penalty: 3727.273682
	Iteration 90Q: 3 clusters Score -1.189164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93296 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -11891648.000000 Penalty: 3727.273682
	Iteration 91Q: 3 clusters Score -1.189165e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93304 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -11891641.000000 Penalty: 3727.273682
	Iteration 92Q: 3 clusters Score -1.189164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93311 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -11891646.000000 Penalty: 3727.273682
	Iteration 93Q: 3 clusters Score -1.189165e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93319 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -11891642.000000 Penalty: 3727.273682
	Iteration 94Q: 3 clusters Score -1.189164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93326 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -11891639.000000 Penalty: 3727.273682
	Iteration 95Q: 3 clusters Score -1.189164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93334 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -11891628.000000 Penalty: 3727.273682
	Iteration 96Q: 3 clusters Score -1.189163e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93341 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -11891638.000000 Penalty: 3727.273682
	Iteration 97Q: 3 clusters Score -1.189164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93347 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -11891638.000000 Penalty: 3727.273682
	Iteration 98Q: 3 clusters Score -1.189164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93355 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -11891628.000000 Penalty: 3727.273682
	Iteration 99Q: 3 clusters Score -1.189163e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93362 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -11891625.000000 Penalty: 3727.273682
	Iteration 100F: 3 clusters Score -1.189162e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93368 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -11891614.000000 Penalty: 3727.273682
	Iteration 101Q: 3 clusters Score -1.189161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93372 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -11891623.000000 Penalty: 3727.273682
	Iteration 102Q: 3 clusters Score -1.189162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93373 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -11891618.000000 Penalty: 3727.273682
	Iteration 103Q: 3 clusters Score -1.189162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93374 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -11891617.000000 Penalty: 3727.273682
	Iteration 104Q: 3 clusters Score -1.189162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93375 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -11891616.000000 Penalty: 3727.273682
	Iteration 105Q: 3 clusters Score -1.189162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93375 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -11891616.000000 Penalty: 3727.273682
	Iteration 106F: 3 clusters Score -1.189162e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Entering Unmasked Estep 
Score: -4383354.500000 Penalty: 1703.002686
	Iteration 0F: 2 clusters Score -4383354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -4359624.000000 Penalty: 3406.005371
	Iteration 0F: 3 clusters Score -4359624 nChanged 16498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -4368933.000000 Penalty: 3406.005371
	Iteration 1F: 3 clusters Score -4368933 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -4369585.500000 Penalty: 3406.005371
	Iteration 2Q: 3 clusters Score -4369586 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -4370379.000000 Penalty: 3406.005371
	Iteration 3Q: 3 clusters Score -4370379 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -4371503.500000 Penalty: 3406.005371
	Iteration 4F: 3 clusters Score -4371504 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -4372972.500000 Penalty: 3406.005371
	Iteration 5F: 3 clusters Score -4372972 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -4374815.000000 Penalty: 3406.005371
	Iteration 6F: 3 clusters Score -4374815 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -4376560.000000 Penalty: 3406.005371
	Iteration 7F: 3 clusters Score -4376560 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -4377856.500000 Penalty: 3406.005371
	Iteration 8F: 3 clusters Score -4377856 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -4378655.500000 Penalty: 3406.005371
	Iteration 9Q: 3 clusters Score -4378656 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -4379142.500000 Penalty: 3406.005371
	Iteration 10Q: 3 clusters Score -4379142 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -4379502.500000 Penalty: 3406.005371
	Iteration 11Q: 3 clusters Score -4379502 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -4379787.000000 Penalty: 3406.005371
	Iteration 12Q: 3 clusters Score -4379787 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -4380048.000000 Penalty: 3406.005371
	Iteration 13Q: 3 clusters Score -4380048 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -4380266.500000 Penalty: 3406.005371
	Iteration 14Q: 3 clusters Score -4380266 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -4380463.500000 Penalty: 3406.005371
	Iteration 15Q: 3 clusters Score -4380464 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -4380683.500000 Penalty: 3406.005371
	Iteration 16Q: 3 clusters Score -4380684 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -4380894.500000 Penalty: 3406.005371
	Iteration 17Q: 3 clusters Score -4380894 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -4381131.500000 Penalty: 3406.005371
	Iteration 18Q: 3 clusters Score -4381132 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -4381398.000000 Penalty: 3406.005371
	Iteration 19Q: 3 clusters Score -4381398 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -4381690.000000 Penalty: 3406.005371
	Iteration 20F: 3 clusters Score -4381690 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -4381998.000000 Penalty: 3406.005371
	Iteration 21Q: 3 clusters Score -4381998 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -4382343.500000 Penalty: 3406.005371
	Iteration 22Q: 3 clusters Score -4382344 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -4382684.000000 Penalty: 3406.005371
	Iteration 23Q: 3 clusters Score -4382684 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -4383039.000000 Penalty: 3406.005371
	Iteration 24Q: 3 clusters Score -4383039 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -4383400.500000 Penalty: 3406.005371
	Iteration 25Q: 3 clusters Score -4383400 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -4383709.000000 Penalty: 3406.005371
	Iteration 26Q: 3 clusters Score -4383709 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -4383969.500000 Penalty: 3406.005371
	Iteration 27Q: 3 clusters Score -4383970 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -4384126.000000 Penalty: 3406.005371
	Iteration 28Q: 3 clusters Score -4384126 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -4384247.500000 Penalty: 3406.005371
	Iteration 29Q: 3 clusters Score -4384248 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -4384312.500000 Penalty: 3406.005371
	Iteration 30Q: 3 clusters Score -4384312 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -4384342.000000 Penalty: 3406.005371
	Iteration 31Q: 3 clusters Score -4384342 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -4384378.500000 Penalty: 3406.005371
	Iteration 32Q: 3 clusters Score -4384378 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -4384397.500000 Penalty: 3406.005371
	Iteration 33Q: 3 clusters Score -4384398 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -4384417.000000 Penalty: 3406.005371
	Iteration 34Q: 3 clusters Score -4384417 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -4384448.000000 Penalty: 3406.005371
	Iteration 35Q: 3 clusters Score -4384448 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -4384448.500000 Penalty: 3406.005371
	Iteration 36Q: 3 clusters Score -4384448 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -4384465.500000 Penalty: 3406.005371
	Iteration 37Q: 3 clusters Score -4384466 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -4384464.500000 Penalty: 3406.005371
	Iteration 38Q: 3 clusters Score -4384464 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -4384466.000000 Penalty: 3406.005371
	Iteration 39Q: 3 clusters Score -4384466 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -4384506.500000 Penalty: 3406.005371
	Iteration 40F: 3 clusters Score -4384506 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -4384532.000000 Penalty: 3406.005371
	Iteration 41Q: 3 clusters Score -4384532 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -4384547.500000 Penalty: 3406.005371
	Iteration 42Q: 3 clusters Score -4384548 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -4384553.000000 Penalty: 3406.005371
	Iteration 43Q: 3 clusters Score -4384553 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -4384561.500000 Penalty: 3406.005371
	Iteration 44Q: 3 clusters Score -4384562 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -4384570.000000 Penalty: 3406.005371
	Iteration 45Q: 3 clusters Score -4384570 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -4384581.500000 Penalty: 3406.005371
	Iteration 46Q: 3 clusters Score -4384582 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -4384592.000000 Penalty: 3406.005371
	Iteration 47Q: 3 clusters Score -4384592 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -4384604.500000 Penalty: 3406.005371
	Iteration 48Q: 3 clusters Score -4384604 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -4384615.000000 Penalty: 3406.005371
	Iteration 49Q: 3 clusters Score -4384615 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -4384630.500000 Penalty: 3406.005371
	Iteration 50Q: 3 clusters Score -4384630 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -4384643.000000 Penalty: 3406.005371
	Iteration 51Q: 3 clusters Score -4384643 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -4384663.000000 Penalty: 3406.005371
	Iteration 52Q: 3 clusters Score -4384663 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -4384694.500000 Penalty: 3406.005371
	Iteration 53Q: 3 clusters Score -4384694 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -4384699.000000 Penalty: 3406.005371
	Iteration 54Q: 3 clusters Score -4384699 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -4384704.500000 Penalty: 3406.005371
	Iteration 55Q: 3 clusters Score -4384704 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -4384710.000000 Penalty: 3406.005371
	Iteration 56Q: 3 clusters Score -4384710 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -4384712.500000 Penalty: 3406.005371
	Iteration 57Q: 3 clusters Score -4384712 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -4384714.000000 Penalty: 3406.005371
	Iteration 58Q: 3 clusters Score -4384714 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -4384721.500000 Penalty: 3406.005371
	Iteration 59Q: 3 clusters Score -4384722 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -4384734.500000 Penalty: 3406.005371
	Iteration 60F: 3 clusters Score -4384734 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -4384732.500000 Penalty: 3406.005371
	Iteration 61Q: 3 clusters Score -4384732 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -4384719.000000 Penalty: 3406.005371
	Iteration 62Q: 3 clusters Score -4384719 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -4384726.000000 Penalty: 3406.005371
	Iteration 63Q: 3 clusters Score -4384726 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -4384719.000000 Penalty: 3406.005371
	Iteration 64Q: 3 clusters Score -4384719 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -4384737.500000 Penalty: 3406.005371
	Iteration 65Q: 3 clusters Score -4384738 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -4384736.500000 Penalty: 3406.005371
	Iteration 66Q: 3 clusters Score -4384736 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -4384727.500000 Penalty: 3406.005371
	Iteration 67Q: 3 clusters Score -4384728 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -4384732.500000 Penalty: 3406.005371
	Iteration 68Q: 3 clusters Score -4384732 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -4384735.500000 Penalty: 3406.005371
	Iteration 69Q: 3 clusters Score -4384736 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -4384738.500000 Penalty: 3406.005371
	Iteration 70Q: 3 clusters Score -4384738 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -4384749.000000 Penalty: 3406.005371
	Iteration 71Q: 3 clusters Score -4384749 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -4384753.000000 Penalty: 3406.005371
	Iteration 72Q: 3 clusters Score -4384753 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -4384764.000000 Penalty: 3406.005371
	Iteration 73Q: 3 clusters Score -4384764 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -4384782.500000 Penalty: 3406.005371
	Iteration 74Q: 3 clusters Score -4384782 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -4384774.500000 Penalty: 3406.005371
	Iteration 75Q: 3 clusters Score -4384774 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -4384785.000000 Penalty: 3406.005371
	Iteration 76Q: 3 clusters Score -4384785 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -4384796.500000 Penalty: 3406.005371
	Iteration 77Q: 3 clusters Score -4384796 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -4384818.000000 Penalty: 3406.005371
	Iteration 78Q: 3 clusters Score -4384818 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -4384824.500000 Penalty: 3406.005371
	Iteration 79Q: 3 clusters Score -4384824 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -4384821.000000 Penalty: 3406.005371
	Iteration 80F: 3 clusters Score -4384821 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -4384834.000000 Penalty: 3406.005371
	Iteration 81Q: 3 clusters Score -4384834 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -4384833.500000 Penalty: 3406.005371
	Iteration 82Q: 3 clusters Score -4384834 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -4384837.000000 Penalty: 3406.005371
	Iteration 83Q: 3 clusters Score -4384837 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -4384828.000000 Penalty: 3406.005371
	Iteration 84Q: 3 clusters Score -4384828 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -4384837.000000 Penalty: 3406.005371
	Iteration 85Q: 3 clusters Score -4384837 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -4384847.500000 Penalty: 3406.005371
	Iteration 86Q: 3 clusters Score -4384848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -4384849.000000 Penalty: 3406.005371
	Iteration 87Q: 3 clusters Score -4384849 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -4384859.000000 Penalty: 3406.005371
	Iteration 88Q: 3 clusters Score -4384859 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -4384855.000000 Penalty: 3406.005371
	Iteration 89Q: 3 clusters Score -4384855 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -4384865.000000 Penalty: 3406.005371
	Iteration 90Q: 3 clusters Score -4384865 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -4384867.500000 Penalty: 3406.005371
	Iteration 91Q: 3 clusters Score -4384868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -4384868.000000 Penalty: 3406.005371
	Iteration 92Q: 3 clusters Score -4384868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -4384871.000000 Penalty: 3406.005371
	Iteration 93Q: 3 clusters Score -4384871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -4384874.000000 Penalty: 3406.005371
	Iteration 94Q: 3 clusters Score -4384874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -4384878.500000 Penalty: 3406.005371
	Iteration 95Q: 3 clusters Score -4384878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -4384871.000000 Penalty: 3406.005371
	Iteration 96Q: 3 clusters Score -4384871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -4384874.000000 Penalty: 3406.005371
	Iteration 97Q: 3 clusters Score -4384874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -4384872.500000 Penalty: 3406.005371
	Iteration 98Q: 3 clusters Score -4384872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -4384877.500000 Penalty: 3406.005371
	Iteration 99Q: 3 clusters Score -4384878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -4384873.500000 Penalty: 3406.005371
	Iteration 100F: 3 clusters Score -4384874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -4384875.000000 Penalty: 3406.005371
	Iteration 101Q: 3 clusters Score -4384875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -4384878.000000 Penalty: 3406.005371
	Iteration 102Q: 3 clusters Score -4384878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -4384878.000000 Penalty: 3406.005371
	Iteration 103Q: 3 clusters Score -4384878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -4384873.000000 Penalty: 3406.005371
	Iteration 104Q: 3 clusters Score -4384873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -4384870.500000 Penalty: 3406.005371
	Iteration 105Q: 3 clusters Score -4384870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -4384872.000000 Penalty: 3406.005371
	Iteration 106Q: 3 clusters Score -4384872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -4384869.500000 Penalty: 3406.005371
	Iteration 107Q: 3 clusters Score -4384870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -4384870.000000 Penalty: 3406.005371
	Iteration 108Q: 3 clusters Score -4384870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -4384870.000000 Penalty: 3406.005371
	Iteration 109F: 3 clusters Score -4384870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 104642 members 
Mstep: Class 2 contains 12238 members 
Mstep: Class 3 contains 6938 members 
Mstep: Class 4 contains 116248 members 
Mstep: Class 5 contains 1126 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 6866 members 
Mstep: Class 8 contains 9793 members 
Mstep: Class 9 contains 91592 members 
Mstep: Class 10 contains 3224 members 
Mstep: Class 11 contains 104590 members 
Mstep: Class 12 contains 97344 members 
Mstep: Class 13 contains 87378 members 
Mstep: Class 14 contains 1130 members 
Mstep: Class 15 contains 2950 members 
Mstep: Class 16 contains 95658 members 
Mstep: Class 17 contains 18161 members 
Mstep: Class 18 contains 22697 members 
Mstep: Class 19 contains 2731 members 
Mstep: Class 20 contains 687 members 
Mstep: Class 21 contains 7939 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4839 members 
Mstep: Class 26 contains 19667 members 
Mstep: Class 27 contains 5782 members 
Mstep: Class 28 contains 389 members 
Mstep: Class 29 contains 9394 members 
Mstep: Class 30 contains 34515 members 
Mstep: Class 31 contains 22404 members 
Mstep: Class 32 contains 2037 members 
Mstep: Class 33 contains 519 members 
Mstep: Class 34 contains 3837 members 
Mstep: Class 35 contains 17436 members 
Entering Unmasked Estep 
Score: -111762576.000000 Penalty: 78091.835938
Splitting cluster 17 changes total score from -111760840.000000 to -111762576.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 18 (22697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Entering Unmasked Estep 
Score: -2818597.500000 Penalty: 1629.873047
	Iteration 0F: 2 clusters Score -2818598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2803343.250000 Penalty: 3259.746094
	Iteration 0F: 3 clusters Score -2803343 nChanged 10250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2809211.500000 Penalty: 3259.746094
	Iteration 1F: 3 clusters Score -2809212 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2809786.000000 Penalty: 3259.746094
	Iteration 2F: 3 clusters Score -2809786 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2810349.250000 Penalty: 3259.746094
	Iteration 3F: 3 clusters Score -2810349 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2810951.500000 Penalty: 3259.746094
	Iteration 4F: 3 clusters Score -2810952 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2811765.000000 Penalty: 3259.746094
	Iteration 5F: 3 clusters Score -2811765 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2812892.000000 Penalty: 3259.746094
	Iteration 6F: 3 clusters Score -2812892 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2814420.250000 Penalty: 3259.746094
	Iteration 7F: 3 clusters Score -2814420 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2816093.750000 Penalty: 3259.746094
	Iteration 8F: 3 clusters Score -2816094 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2817240.250000 Penalty: 3259.746094
	Iteration 9F: 3 clusters Score -2817240 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2817889.250000 Penalty: 3259.746094
	Iteration 10F: 3 clusters Score -2817889 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2818395.750000 Penalty: 3259.746094
	Iteration 11Q: 3 clusters Score -2818396 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2818897.500000 Penalty: 3259.746094
	Iteration 12Q: 3 clusters Score -2818898 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2819409.250000 Penalty: 3259.746094
	Iteration 13Q: 3 clusters Score -2819409 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2819945.000000 Penalty: 3259.746094
	Iteration 14Q: 3 clusters Score -2819945 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -2820492.250000 Penalty: 3259.746094
	Iteration 15Q: 3 clusters Score -2820492 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2821180.500000 Penalty: 3259.746094
	Iteration 16Q: 3 clusters Score -2821180 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2822063.500000 Penalty: 3259.746094
	Iteration 17Q: 3 clusters Score -2822064 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2823232.250000 Penalty: 3259.746094
	Iteration 18Q: 3 clusters Score -2823232 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2824332.750000 Penalty: 3259.746094
	Iteration 19Q: 3 clusters Score -2824333 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2825080.500000 Penalty: 3259.746094
	Iteration 20F: 3 clusters Score -2825080 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -2825376.000000 Penalty: 3259.746094
	Iteration 21Q: 3 clusters Score -2825376 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -2825517.250000 Penalty: 3259.746094
	Iteration 22Q: 3 clusters Score -2825517 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2825551.500000 Penalty: 3259.746094
	Iteration 23Q: 3 clusters Score -2825552 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -2825569.500000 Penalty: 3259.746094
	Iteration 24Q: 3 clusters Score -2825570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2825579.500000 Penalty: 3259.746094
	Iteration 25Q: 3 clusters Score -2825580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -2825572.250000 Penalty: 3259.746094
	Iteration 26Q: 3 clusters Score -2825572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2825581.750000 Penalty: 3259.746094
	Iteration 27Q: 3 clusters Score -2825582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2825581.750000 Penalty: 3259.746094
	Iteration 28Q: 3 clusters Score -2825582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2825580.500000 Penalty: 3259.746094
	Iteration 29Q: 3 clusters Score -2825580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2825580.500000 Penalty: 3259.746094
	Iteration 30F: 3 clusters Score -2825580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 104642 members 
Mstep: Class 2 contains 12238 members 
Mstep: Class 3 contains 6938 members 
Mstep: Class 4 contains 116248 members 
Mstep: Class 5 contains 1126 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 6866 members 
Mstep: Class 8 contains 9793 members 
Mstep: Class 9 contains 91592 members 
Mstep: Class 10 contains 3224 members 
Mstep: Class 11 contains 104590 members 
Mstep: Class 12 contains 97344 members 
Mstep: Class 13 contains 87378 members 
Mstep: Class 14 contains 1130 members 
Mstep: Class 15 contains 2950 members 
Mstep: Class 16 contains 95658 members 
Mstep: Class 17 contains 18161 members 
Mstep: Class 18 contains 15949 members 
Mstep: Class 19 contains 2731 members 
Mstep: Class 20 contains 687 members 
Mstep: Class 21 contains 7939 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4839 members 
Mstep: Class 26 contains 19667 members 
Mstep: Class 27 contains 5782 members 
Mstep: Class 28 contains 389 members 
Mstep: Class 29 contains 9394 members 
Mstep: Class 30 contains 34515 members 
Mstep: Class 31 contains 22404 members 
Mstep: Class 32 contains 2037 members 
Mstep: Class 33 contains 519 members 
Mstep: Class 34 contains 3837 members 
Mstep: Class 35 contains 17436 members 
Mstep: Class 36 contains 6748 members 
Entering Unmasked Estep 
Score: -111768992.000000 Penalty: 80323.031250
Splitting cluster 18 changes total score from -111760840.000000 to -111768992.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 19 (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: -315965.843750 Penalty: 1285.768799
	Iteration 0F: 2 clusters Score -315965.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -313424.125000 Penalty: 2571.537598
	Iteration 0F: 3 clusters Score -313424.1 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -314078.250000 Penalty: 2571.537598
	Iteration 1F: 3 clusters Score -314078.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -314180.781250 Penalty: 2571.537598
	Iteration 2F: 3 clusters Score -314180.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -314227.906250 Penalty: 2571.537598
	Iteration 3Q: 3 clusters Score -314227.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -314257.781250 Penalty: 2571.537598
	Iteration 4Q: 3 clusters Score -314257.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -314279.250000 Penalty: 2571.537598
	Iteration 5Q: 3 clusters Score -314279.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -314297.375000 Penalty: 2571.537598
	Iteration 6Q: 3 clusters Score -314297.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -314310.843750 Penalty: 2571.537598
	Iteration 7Q: 3 clusters Score -314310.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -314325.312500 Penalty: 2571.537598
	Iteration 8Q: 3 clusters Score -314325.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -314336.968750 Penalty: 2571.537598
	Iteration 9Q: 3 clusters Score -314337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -314346.406250 Penalty: 2571.537598
	Iteration 10Q: 3 clusters Score -314346.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -314354.375000 Penalty: 2571.537598
	Iteration 11Q: 3 clusters Score -314354.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -314363.750000 Penalty: 2571.537598
	Iteration 12Q: 3 clusters Score -314363.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -314373.531250 Penalty: 2571.537598
	Iteration 13Q: 3 clusters Score -314373.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -314384.343750 Penalty: 2571.537598
	Iteration 14Q: 3 clusters Score -314384.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -314393.875000 Penalty: 2571.537598
	Iteration 15Q: 3 clusters Score -314393.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -314405.062500 Penalty: 2571.537598
	Iteration 16Q: 3 clusters Score -314405.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -314415.656250 Penalty: 2571.537598
	Iteration 17Q: 3 clusters Score -314415.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -314432.375000 Penalty: 2571.537598
	Iteration 18Q: 3 clusters Score -314432.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -314449.343750 Penalty: 2571.537598
	Iteration 19Q: 3 clusters Score -314449.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -314466.375000 Penalty: 2571.537598
	Iteration 20F: 3 clusters Score -314466.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -314495.906250 Penalty: 2571.537598
	Iteration 21Q: 3 clusters Score -314495.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -314546.531250 Penalty: 2571.537598
	Iteration 22Q: 3 clusters Score -314546.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -314592.343750 Penalty: 2571.537598
	Iteration 23Q: 3 clusters Score -314592.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -314659.625000 Penalty: 2571.537598
	Iteration 24Q: 3 clusters Score -314659.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -314749.375000 Penalty: 2571.537598
	Iteration 25Q: 3 clusters Score -314749.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -314853.156250 Penalty: 2571.537598
	Iteration 26Q: 3 clusters Score -314853.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -314937.250000 Penalty: 2571.537598
	Iteration 27Q: 3 clusters Score -314937.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -315012.343750 Penalty: 2571.537598
	Iteration 28Q: 3 clusters Score -315012.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -315061.093750 Penalty: 2571.537598
	Iteration 29Q: 3 clusters Score -315061.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -315092.843750 Penalty: 2571.537598
	Iteration 30Q: 3 clusters Score -315092.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -315113.187500 Penalty: 2571.537598
	Iteration 31Q: 3 clusters Score -315113.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -315119.937500 Penalty: 2571.537598
	Iteration 32Q: 3 clusters Score -315119.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -315130.875000 Penalty: 2571.537598
	Iteration 33Q: 3 clusters Score -315130.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -315136.000000 Penalty: 2571.537598
	Iteration 34Q: 3 clusters Score -315136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -315143.125000 Penalty: 2571.537598
	Iteration 35Q: 3 clusters Score -315143.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -315150.125000 Penalty: 2571.537598
	Iteration 36Q: 3 clusters Score -315150.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -315156.093750 Penalty: 2571.537598
	Iteration 37Q: 3 clusters Score -315156.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -315159.031250 Penalty: 2571.537598
	Iteration 38Q: 3 clusters Score -315159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -315160.187500 Penalty: 2571.537598
	Iteration 39Q: 3 clusters Score -315160.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -315160.187500 Penalty: 2571.537598
	Iteration 40F: 3 clusters Score -315160.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Entering Unmasked Estep 
Score: -71351.023438 Penalty: 1061.504272
	Iteration 0F: 2 clusters Score -71351.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -70212.210938 Penalty: 2123.008545
	Iteration 0F: 3 clusters Score -70212.21 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -70678.820312 Penalty: 2123.008545
	Iteration 1F: 3 clusters Score -70678.82 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -71125.156250 Penalty: 2123.008545
	Iteration 2F: 3 clusters Score -71125.16 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -71483.312500 Penalty: 2123.008545
	Iteration 3F: 3 clusters Score -71483.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -71616.187500 Penalty: 2123.008545
	Iteration 4Q: 3 clusters Score -71616.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -71678.976562 Penalty: 2123.008545
	Iteration 5Q: 3 clusters Score -71678.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -71715.398438 Penalty: 2123.008545
	Iteration 6Q: 3 clusters Score -71715.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -71732.031250 Penalty: 2123.008545
	Iteration 7Q: 3 clusters Score -71732.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -71739.726562 Penalty: 2123.008545
	Iteration 8Q: 3 clusters Score -71739.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -71740.406250 Penalty: 2123.008545
	Iteration 9Q: 3 clusters Score -71740.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -71740.406250 Penalty: 2123.008545
	Iteration 10F: 3 clusters Score -71740.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 104642 members 
Mstep: Class 2 contains 12238 members 
Mstep: Class 3 contains 6938 members 
Mstep: Class 4 contains 116248 members 
Mstep: Class 5 contains 1126 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 6866 members 
Mstep: Class 8 contains 9793 members 
Mstep: Class 9 contains 91592 members 
Mstep: Class 10 contains 3224 members 
Mstep: Class 11 contains 104590 members 
Mstep: Class 12 contains 97344 members 
Mstep: Class 13 contains 87378 members 
Mstep: Class 14 contains 1130 members 
Mstep: Class 15 contains 2950 members 
Mstep: Class 16 contains 95658 members 
Mstep: Class 17 contains 18161 members 
Mstep: Class 18 contains 15949 members 
Mstep: Class 19 contains 2731 members 
Mstep: Class 20 contains 379 members 
Mstep: Class 21 contains 7939 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4839 members 
Mstep: Class 26 contains 19667 members 
Mstep: Class 27 contains 5782 members 
Mstep: Class 28 contains 389 members 
Mstep: Class 29 contains 9394 members 
Mstep: Class 30 contains 34515 members 
Mstep: Class 31 contains 22404 members 
Mstep: Class 32 contains 2037 members 
Mstep: Class 33 contains 519 members 
Mstep: Class 34 contains 3837 members 
Mstep: Class 35 contains 17436 members 
Mstep: Class 36 contains 6748 members 
Mstep: Class 37 contains 308 members 
Entering Unmasked Estep 
Score: -111768240.000000 Penalty: 82554.226562
Splitting cluster 20 changes total score from -111760840.000000 to -111768240.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 21 (7939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Entering Unmasked Estep 
Score: -980436.250000 Penalty: 1459.175659
	Iteration 0F: 2 clusters Score -980436.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -974613.937500 Penalty: 2918.351318
	Iteration 0F: 3 clusters Score -974613.9 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -976515.062500 Penalty: 2918.351318
	Iteration 1F: 3 clusters Score -976515.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -976825.125000 Penalty: 2918.351318
	Iteration 2F: 3 clusters Score -976825.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -977049.000000 Penalty: 2918.351318
	Iteration 3F: 3 clusters Score -977049 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -977205.437500 Penalty: 2918.351318
	Iteration 4Q: 3 clusters Score -977205.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -977333.062500 Penalty: 2918.351318
	Iteration 5Q: 3 clusters Score -977333.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -977437.500000 Penalty: 2918.351318
	Iteration 6Q: 3 clusters Score -977437.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -977531.625000 Penalty: 2918.351318
	Iteration 7Q: 3 clusters Score -977531.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -977654.500000 Penalty: 2918.351318
	Iteration 8Q: 3 clusters Score -977654.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -977827.625000 Penalty: 2918.351318
	Iteration 9Q: 3 clusters Score -977827.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -978017.187500 Penalty: 2918.351318
	Iteration 10Q: 3 clusters Score -978017.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -978227.437500 Penalty: 2918.351318
	Iteration 11Q: 3 clusters Score -978227.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -978436.062500 Penalty: 2918.351318
	Iteration 12Q: 3 clusters Score -978436.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -978630.875000 Penalty: 2918.351318
	Iteration 13Q: 3 clusters Score -978630.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -978791.625000 Penalty: 2918.351318
	Iteration 14Q: 3 clusters Score -978791.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -978934.750000 Penalty: 2918.351318
	Iteration 15Q: 3 clusters Score -978934.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -979041.250000 Penalty: 2918.351318
	Iteration 16Q: 3 clusters Score -979041.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -979121.312500 Penalty: 2918.351318
	Iteration 17Q: 3 clusters Score -979121.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -979176.812500 Penalty: 2918.351318
	Iteration 18Q: 3 clusters Score -979176.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -979228.187500 Penalty: 2918.351318
	Iteration 19Q: 3 clusters Score -979228.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -979280.062500 Penalty: 2918.351318
	Iteration 20F: 3 clusters Score -979280.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -979309.312500 Penalty: 2918.351318
	Iteration 21Q: 3 clusters Score -979309.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -979324.500000 Penalty: 2918.351318
	Iteration 22Q: 3 clusters Score -979324.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -979338.437500 Penalty: 2918.351318
	Iteration 23Q: 3 clusters Score -979338.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -979346.125000 Penalty: 2918.351318
	Iteration 24Q: 3 clusters Score -979346.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -979350.125000 Penalty: 2918.351318
	Iteration 25Q: 3 clusters Score -979350.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -979350.437500 Penalty: 2918.351318
	Iteration 26Q: 3 clusters Score -979350.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -979352.437500 Penalty: 2918.351318
	Iteration 27Q: 3 clusters Score -979352.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -979351.625000 Penalty: 2918.351318
	Iteration 28Q: 3 clusters Score -979351.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -979351.625000 Penalty: 2918.351318
	Iteration 29F: 3 clusters Score -979351.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -43003.222656 Penalty: 1022.078796
	Iteration 0F: 2 clusters Score -43003.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -42064.679688 Penalty: 2044.157593
	Iteration 0F: 3 clusters Score -42064.68 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -42962.433594 Penalty: 2044.157593
	Iteration 1F: 3 clusters Score -42962.43 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43750.121094 Penalty: 2044.157593
	Iteration 2F: 3 clusters Score -43750.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44098.347656 Penalty: 2044.157593
	Iteration 3F: 3 clusters Score -44098.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44239.062500 Penalty: 2044.157593
	Iteration 4Q: 3 clusters Score -44239.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44333.406250 Penalty: 2044.157593
	Iteration 5Q: 3 clusters Score -44333.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44363.226562 Penalty: 2044.157593
	Iteration 6Q: 3 clusters Score -44363.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44370.804688 Penalty: 2044.157593
	Iteration 7Q: 3 clusters Score -44370.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44426.355469 Penalty: 2044.157593
	Iteration 8Q: 3 clusters Score -44426.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44427.218750 Penalty: 2044.157593
	Iteration 9Q: 3 clusters Score -44427.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44427.218750 Penalty: 2044.157593
	Iteration 10F: 3 clusters Score -44427.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 104642 members 
Mstep: Class 2 contains 12238 members 
Mstep: Class 3 contains 6938 members 
Mstep: Class 4 contains 116248 members 
Mstep: Class 5 contains 1126 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 6866 members 
Mstep: Class 8 contains 9793 members 
Mstep: Class 9 contains 91592 members 
Mstep: Class 10 contains 3224 members 
Mstep: Class 11 contains 104590 members 
Mstep: Class 12 contains 97344 members 
Mstep: Class 13 contains 87378 members 
Mstep: Class 14 contains 1130 members 
Mstep: Class 15 contains 2950 members 
Mstep: Class 16 contains 95658 members 
Mstep: Class 17 contains 18161 members 
Mstep: Class 18 contains 15949 members 
Mstep: Class 19 contains 2731 members 
Mstep: Class 20 contains 379 members 
Mstep: Class 21 contains 7939 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4839 members 
Mstep: Class 26 contains 19667 members 
Mstep: Class 27 contains 5782 members 
Mstep: Class 28 contains 389 members 
Mstep: Class 29 contains 9394 members 
Mstep: Class 30 contains 34515 members 
Mstep: Class 31 contains 22404 members 
Mstep: Class 32 contains 2037 members 
Mstep: Class 33 contains 519 members 
Mstep: Class 34 contains 3837 members 
Mstep: Class 35 contains 17436 members 
Mstep: Class 36 contains 6748 members 
Mstep: Class 37 contains 308 members 
Mstep: Class 38 contains 206 members 
Entering Unmasked Estep 
Score: -111768480.000000 Penalty: 84785.421875
Splitting cluster 22 changes total score from -111760840.000000 to -111768480.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 23 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -66334.929688 Penalty: 1035.386963
	Iteration 0F: 2 clusters Score -66334.93 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 286 members 
Entering Unmasked Estep 
Score: -65271.519531 Penalty: 2070.773926
	Iteration 0F: 3 clusters Score -65271.52 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -65513.164062 Penalty: 2070.773926
	Iteration 1F: 3 clusters Score -65513.16 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -65585.890625 Penalty: 2070.773926
	Iteration 2F: 3 clusters Score -65585.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -65625.992188 Penalty: 2070.773926
	Iteration 3Q: 3 clusters Score -65625.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -65641.695312 Penalty: 2070.773926
	Iteration 4Q: 3 clusters Score -65641.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -65676.414062 Penalty: 2070.773926
	Iteration 5Q: 3 clusters Score -65676.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -65703.132812 Penalty: 2070.773926
	Iteration 6Q: 3 clusters Score -65703.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -65746.820312 Penalty: 2070.773926
	Iteration 7Q: 3 clusters Score -65746.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -65806.187500 Penalty: 2070.773926
	Iteration 8Q: 3 clusters Score -65806.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -65896.648438 Penalty: 2070.773926
	Iteration 9Q: 3 clusters Score -65896.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -65963.132812 Penalty: 2070.773926
	Iteration 10Q: 3 clusters Score -65963.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -66018.390625 Penalty: 2070.773926
	Iteration 11Q: 3 clusters Score -66018.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -66074.921875 Penalty: 2070.773926
	Iteration 12Q: 3 clusters Score -66074.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -66126.296875 Penalty: 2070.773926
	Iteration 13Q: 3 clusters Score -66126.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -66169.765625 Penalty: 2070.773926
	Iteration 14Q: 3 clusters Score -66169.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -66199.000000 Penalty: 2070.773926
	Iteration 15Q: 3 clusters Score -66199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -66213.187500 Penalty: 2070.773926
	Iteration 16Q: 3 clusters Score -66213.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -66221.484375 Penalty: 2070.773926
	Iteration 17Q: 3 clusters Score -66221.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -66231.812500 Penalty: 2070.773926
	Iteration 18Q: 3 clusters Score -66231.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -66237.406250 Penalty: 2070.773926
	Iteration 19Q: 3 clusters Score -66237.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -66243.617188 Penalty: 2070.773926
	Iteration 20F: 3 clusters Score -66243.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -66264.187500 Penalty: 2070.773926
	Iteration 21Q: 3 clusters Score -66264.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -66271.093750 Penalty: 2070.773926
	Iteration 22Q: 3 clusters Score -66271.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -66272.718750 Penalty: 2070.773926
	Iteration 23Q: 3 clusters Score -66272.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -66272.718750 Penalty: 2070.773926
	Iteration 24F: 3 clusters Score -66272.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Entering Unmasked Estep 
Score: -89338.882812 Penalty: 1077.914185
	Iteration 0F: 2 clusters Score -89338.88 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 351 members 
Entering Unmasked Estep 
Score: -88046.648438 Penalty: 2155.828369
	Iteration 0F: 3 clusters Score -88046.65 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -88266.960938 Penalty: 2155.828369
	Iteration 1F: 3 clusters Score -88266.96 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -88344.984375 Penalty: 2155.828369
	Iteration 2F: 3 clusters Score -88344.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -88392.132812 Penalty: 2155.828369
	Iteration 3Q: 3 clusters Score -88392.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -88407.164062 Penalty: 2155.828369
	Iteration 4Q: 3 clusters Score -88407.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -88415.312500 Penalty: 2155.828369
	Iteration 5Q: 3 clusters Score -88415.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -88424.210938 Penalty: 2155.828369
	Iteration 6Q: 3 clusters Score -88424.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -88426.132812 Penalty: 2155.828369
	Iteration 7Q: 3 clusters Score -88426.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -88427.687500 Penalty: 2155.828369
	Iteration 8Q: 3 clusters Score -88427.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -88428.671875 Penalty: 2155.828369
	Iteration 9Q: 3 clusters Score -88428.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -88428.671875 Penalty: 2155.828369
	Iteration 10F: 3 clusters Score -88428.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Entering Unmasked Estep 
Score: -603296.250000 Penalty: 1378.725342
	Iteration 0F: 2 clusters Score -603296.2 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 2398 members 
Entering Unmasked Estep 
Score: -599474.437500 Penalty: 2757.450684
	Iteration 0F: 3 clusters Score -599474.4 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -600555.937500 Penalty: 2757.450684
	Iteration 1F: 3 clusters Score -600555.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -600795.625000 Penalty: 2757.450684
	Iteration 2F: 3 clusters Score -600795.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -600998.312500 Penalty: 2757.450684
	Iteration 3F: 3 clusters Score -600998.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -601150.000000 Penalty: 2757.450684
	Iteration 4Q: 3 clusters Score -601150 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -601270.187500 Penalty: 2757.450684
	Iteration 5Q: 3 clusters Score -601270.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -601365.375000 Penalty: 2757.450684
	Iteration 6Q: 3 clusters Score -601365.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -601445.312500 Penalty: 2757.450684
	Iteration 7Q: 3 clusters Score -601445.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -601503.750000 Penalty: 2757.450684
	Iteration 8Q: 3 clusters Score -601503.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -601543.687500 Penalty: 2757.450684
	Iteration 9Q: 3 clusters Score -601543.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -601585.375000 Penalty: 2757.450684
	Iteration 10Q: 3 clusters Score -601585.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -601610.312500 Penalty: 2757.450684
	Iteration 11Q: 3 clusters Score -601610.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -601632.937500 Penalty: 2757.450684
	Iteration 12Q: 3 clusters Score -601632.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -601654.500000 Penalty: 2757.450684
	Iteration 13Q: 3 clusters Score -601654.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -601674.937500 Penalty: 2757.450684
	Iteration 14Q: 3 clusters Score -601674.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -601690.375000 Penalty: 2757.450684
	Iteration 15Q: 3 clusters Score -601690.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -601703.125000 Penalty: 2757.450684
	Iteration 16Q: 3 clusters Score -601703.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -601716.187500 Penalty: 2757.450684
	Iteration 17Q: 3 clusters Score -601716.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -601732.250000 Penalty: 2757.450684
	Iteration 18Q: 3 clusters Score -601732.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -601746.125000 Penalty: 2757.450684
	Iteration 19Q: 3 clusters Score -601746.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -601758.250000 Penalty: 2757.450684
	Iteration 20F: 3 clusters Score -601758.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -601769.750000 Penalty: 2757.450684
	Iteration 21Q: 3 clusters Score -601769.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -601777.125000 Penalty: 2757.450684
	Iteration 22Q: 3 clusters Score -601777.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -601786.125000 Penalty: 2757.450684
	Iteration 23Q: 3 clusters Score -601786.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -601794.375000 Penalty: 2757.450684
	Iteration 24Q: 3 clusters Score -601794.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -601805.812500 Penalty: 2757.450684
	Iteration 25Q: 3 clusters Score -601805.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -601817.812500 Penalty: 2757.450684
	Iteration 26Q: 3 clusters Score -601817.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -601834.812500 Penalty: 2757.450684
	Iteration 27Q: 3 clusters Score -601834.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -601851.312500 Penalty: 2757.450684
	Iteration 28Q: 3 clusters Score -601851.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -601868.937500 Penalty: 2757.450684
	Iteration 29Q: 3 clusters Score -601868.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -601888.937500 Penalty: 2757.450684
	Iteration 30Q: 3 clusters Score -601888.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -601904.500000 Penalty: 2757.450684
	Iteration 31Q: 3 clusters Score -601904.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -601917.500000 Penalty: 2757.450684
	Iteration 32Q: 3 clusters Score -601917.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -601929.187500 Penalty: 2757.450684
	Iteration 33Q: 3 clusters Score -601929.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -601941.125000 Penalty: 2757.450684
	Iteration 34Q: 3 clusters Score -601941.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -601957.187500 Penalty: 2757.450684
	Iteration 35Q: 3 clusters Score -601957.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -601971.062500 Penalty: 2757.450684
	Iteration 36Q: 3 clusters Score -601971.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -601985.562500 Penalty: 2757.450684
	Iteration 37Q: 3 clusters Score -601985.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -601997.250000 Penalty: 2757.450684
	Iteration 38Q: 3 clusters Score -601997.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -602005.375000 Penalty: 2757.450684
	Iteration 39Q: 3 clusters Score -602005.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -602012.625000 Penalty: 2757.450684
	Iteration 40F: 3 clusters Score -602012.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -602018.312500 Penalty: 2757.450684
	Iteration 41Q: 3 clusters Score -602018.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -602024.437500 Penalty: 2757.450684
	Iteration 42Q: 3 clusters Score -602024.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -602030.125000 Penalty: 2757.450684
	Iteration 43Q: 3 clusters Score -602030.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -602036.000000 Penalty: 2757.450684
	Iteration 44Q: 3 clusters Score -602036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -602041.312500 Penalty: 2757.450684
	Iteration 45Q: 3 clusters Score -602041.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -602044.125000 Penalty: 2757.450684
	Iteration 46Q: 3 clusters Score -602044.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -602047.250000 Penalty: 2757.450684
	Iteration 47Q: 3 clusters Score -602047.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -602049.000000 Penalty: 2757.450684
	Iteration 48Q: 3 clusters Score -602049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -602051.375000 Penalty: 2757.450684
	Iteration 49Q: 3 clusters Score -602051.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -602052.125000 Penalty: 2757.450684
	Iteration 50Q: 3 clusters Score -602052.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -602054.125000 Penalty: 2757.450684
	Iteration 51Q: 3 clusters Score -602054.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -602055.125000 Penalty: 2757.450684
	Iteration 52Q: 3 clusters Score -602055.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -602055.125000 Penalty: 2757.450684
	Iteration 53Q: 3 clusters Score -602055.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -602055.125000 Penalty: 2757.450684
	Iteration 54F: 3 clusters Score -602055.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Entering Unmasked Estep 
Score: -2441602.750000 Penalty: 1606.588379
	Iteration 0F: 2 clusters Score -2441603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2428279.500000 Penalty: 3213.176758
	Iteration 0F: 3 clusters Score -2428280 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2433189.250000 Penalty: 3213.176758
	Iteration 1F: 3 clusters Score -2433189 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2433768.000000 Penalty: 3213.176758
	Iteration 2F: 3 clusters Score -2433768 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2434430.500000 Penalty: 3213.176758
	Iteration 3F: 3 clusters Score -2434430 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2435170.250000 Penalty: 3213.176758
	Iteration 4F: 3 clusters Score -2435170 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2435919.750000 Penalty: 3213.176758
	Iteration 5F: 3 clusters Score -2435920 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2436551.750000 Penalty: 3213.176758
	Iteration 6F: 3 clusters Score -2436552 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2437128.000000 Penalty: 3213.176758
	Iteration 7F: 3 clusters Score -2437128 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2437551.500000 Penalty: 3213.176758
	Iteration 8Q: 3 clusters Score -2437552 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2437834.000000 Penalty: 3213.176758
	Iteration 9Q: 3 clusters Score -2437834 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2438022.750000 Penalty: 3213.176758
	Iteration 10Q: 3 clusters Score -2438023 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2438161.750000 Penalty: 3213.176758
	Iteration 11Q: 3 clusters Score -2438162 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2438252.250000 Penalty: 3213.176758
	Iteration 12Q: 3 clusters Score -2438252 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2438327.250000 Penalty: 3213.176758
	Iteration 13Q: 3 clusters Score -2438327 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2438384.750000 Penalty: 3213.176758
	Iteration 14Q: 3 clusters Score -2438385 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -2438429.500000 Penalty: 3213.176758
	Iteration 15Q: 3 clusters Score -2438430 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -2438485.500000 Penalty: 3213.176758
	Iteration 16Q: 3 clusters Score -2438486 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2438542.000000 Penalty: 3213.176758
	Iteration 17Q: 3 clusters Score -2438542 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2438586.000000 Penalty: 3213.176758
	Iteration 18Q: 3 clusters Score -2438586 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2438628.500000 Penalty: 3213.176758
	Iteration 19Q: 3 clusters Score -2438628 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2438651.500000 Penalty: 3213.176758
	Iteration 20F: 3 clusters Score -2438652 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2438685.250000 Penalty: 3213.176758
	Iteration 21Q: 3 clusters Score -2438685 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2438727.000000 Penalty: 3213.176758
	Iteration 22Q: 3 clusters Score -2438727 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2438759.000000 Penalty: 3213.176758
	Iteration 23Q: 3 clusters Score -2438759 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2438784.750000 Penalty: 3213.176758
	Iteration 24Q: 3 clusters Score -2438785 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2438807.750000 Penalty: 3213.176758
	Iteration 25Q: 3 clusters Score -2438808 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2438844.250000 Penalty: 3213.176758
	Iteration 26Q: 3 clusters Score -2438844 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2438859.750000 Penalty: 3213.176758
	Iteration 27Q: 3 clusters Score -2438860 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2438898.000000 Penalty: 3213.176758
	Iteration 28Q: 3 clusters Score -2438898 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -2438924.500000 Penalty: 3213.176758
	Iteration 29Q: 3 clusters Score -2438924 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2438954.250000 Penalty: 3213.176758
	Iteration 30Q: 3 clusters Score -2438954 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2438992.500000 Penalty: 3213.176758
	Iteration 31Q: 3 clusters Score -2438992 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2439035.250000 Penalty: 3213.176758
	Iteration 32Q: 3 clusters Score -2439035 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -2439064.000000 Penalty: 3213.176758
	Iteration 33Q: 3 clusters Score -2439064 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2439092.250000 Penalty: 3213.176758
	Iteration 34Q: 3 clusters Score -2439092 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -2439118.250000 Penalty: 3213.176758
	Iteration 35Q: 3 clusters Score -2439118 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2439149.000000 Penalty: 3213.176758
	Iteration 36Q: 3 clusters Score -2439149 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2439165.000000 Penalty: 3213.176758
	Iteration 37Q: 3 clusters Score -2439165 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -2439190.250000 Penalty: 3213.176758
	Iteration 38Q: 3 clusters Score -2439190 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -2439203.500000 Penalty: 3213.176758
	Iteration 39Q: 3 clusters Score -2439204 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -2439221.000000 Penalty: 3213.176758
	Iteration 40F: 3 clusters Score -2439221 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2439245.500000 Penalty: 3213.176758
	Iteration 41Q: 3 clusters Score -2439246 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2439256.500000 Penalty: 3213.176758
	Iteration 42Q: 3 clusters Score -2439256 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2439276.250000 Penalty: 3213.176758
	Iteration 43Q: 3 clusters Score -2439276 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -2439302.500000 Penalty: 3213.176758
	Iteration 44Q: 3 clusters Score -2439302 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2439319.250000 Penalty: 3213.176758
	Iteration 45Q: 3 clusters Score -2439319 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2439341.750000 Penalty: 3213.176758
	Iteration 46Q: 3 clusters Score -2439342 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -2439365.500000 Penalty: 3213.176758
	Iteration 47Q: 3 clusters Score -2439366 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -2439390.750000 Penalty: 3213.176758
	Iteration 48Q: 3 clusters Score -2439391 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -2439420.000000 Penalty: 3213.176758
	Iteration 49Q: 3 clusters Score -2439420 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2439454.250000 Penalty: 3213.176758
	Iteration 50Q: 3 clusters Score -2439454 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2439468.500000 Penalty: 3213.176758
	Iteration 51Q: 3 clusters Score -2439468 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -2439495.750000 Penalty: 3213.176758
	Iteration 52Q: 3 clusters Score -2439496 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2439521.250000 Penalty: 3213.176758
	Iteration 53Q: 3 clusters Score -2439521 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2439545.000000 Penalty: 3213.176758
	Iteration 54Q: 3 clusters Score -2439545 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2439561.750000 Penalty: 3213.176758
	Iteration 55Q: 3 clusters Score -2439562 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2439579.000000 Penalty: 3213.176758
	Iteration 56Q: 3 clusters Score -2439579 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -2439609.750000 Penalty: 3213.176758
	Iteration 57Q: 3 clusters Score -2439610 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2439638.500000 Penalty: 3213.176758
	Iteration 58Q: 3 clusters Score -2439638 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2439676.250000 Penalty: 3213.176758
	Iteration 59Q: 3 clusters Score -2439676 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2439700.500000 Penalty: 3213.176758
	Iteration 60F: 3 clusters Score -2439700 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2439724.250000 Penalty: 3213.176758
	Iteration 61Q: 3 clusters Score -2439724 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2439742.000000 Penalty: 3213.176758
	Iteration 62Q: 3 clusters Score -2439742 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2439761.500000 Penalty: 3213.176758
	Iteration 63Q: 3 clusters Score -2439762 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2439789.250000 Penalty: 3213.176758
	Iteration 64Q: 3 clusters Score -2439789 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2439818.000000 Penalty: 3213.176758
	Iteration 65Q: 3 clusters Score -2439818 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2439841.750000 Penalty: 3213.176758
	Iteration 66Q: 3 clusters Score -2439842 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2439874.250000 Penalty: 3213.176758
	Iteration 67Q: 3 clusters Score -2439874 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2439902.000000 Penalty: 3213.176758
	Iteration 68Q: 3 clusters Score -2439902 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2439931.500000 Penalty: 3213.176758
	Iteration 69Q: 3 clusters Score -2439932 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2439952.750000 Penalty: 3213.176758
	Iteration 70Q: 3 clusters Score -2439953 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2439972.000000 Penalty: 3213.176758
	Iteration 71Q: 3 clusters Score -2439972 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2439997.000000 Penalty: 3213.176758
	Iteration 72Q: 3 clusters Score -2439997 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -2440011.500000 Penalty: 3213.176758
	Iteration 73Q: 3 clusters Score -2440012 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -2440028.500000 Penalty: 3213.176758
	Iteration 74Q: 3 clusters Score -2440028 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2440042.250000 Penalty: 3213.176758
	Iteration 75Q: 3 clusters Score -2440042 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2440045.500000 Penalty: 3213.176758
	Iteration 76Q: 3 clusters Score -2440046 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2440060.750000 Penalty: 3213.176758
	Iteration 77Q: 3 clusters Score -2440061 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2440074.000000 Penalty: 3213.176758
	Iteration 78Q: 3 clusters Score -2440074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2440076.750000 Penalty: 3213.176758
	Iteration 79Q: 3 clusters Score -2440077 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2440076.250000 Penalty: 3213.176758
	Iteration 80F: 3 clusters Score -2440076 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -2440095.750000 Penalty: 3213.176758
	Iteration 81Q: 3 clusters Score -2440096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2440095.750000 Penalty: 3213.176758
	Iteration 82Q: 3 clusters Score -2440096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -2440105.750000 Penalty: 3213.176758
	Iteration 83Q: 3 clusters Score -2440106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2440110.500000 Penalty: 3213.176758
	Iteration 84Q: 3 clusters Score -2440110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -2440119.500000 Penalty: 3213.176758
	Iteration 85Q: 3 clusters Score -2440120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2440123.500000 Penalty: 3213.176758
	Iteration 86Q: 3 clusters Score -2440124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -2440122.500000 Penalty: 3213.176758
	Iteration 87Q: 3 clusters Score -2440122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2440125.750000 Penalty: 3213.176758
	Iteration 88Q: 3 clusters Score -2440126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2440137.250000 Penalty: 3213.176758
	Iteration 89Q: 3 clusters Score -2440137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -2440141.000000 Penalty: 3213.176758
	Iteration 90Q: 3 clusters Score -2440141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2440141.750000 Penalty: 3213.176758
	Iteration 91Q: 3 clusters Score -2440142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2440146.500000 Penalty: 3213.176758
	Iteration 92Q: 3 clusters Score -2440146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -2440140.250000 Penalty: 3213.176758
	Iteration 93Q: 3 clusters Score -2440140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2440138.750000 Penalty: 3213.176758
	Iteration 94Q: 3 clusters Score -2440139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -2440140.750000 Penalty: 3213.176758
	Iteration 95Q: 3 clusters Score -2440141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2440145.000000 Penalty: 3213.176758
	Iteration 96Q: 3 clusters Score -2440145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2440144.000000 Penalty: 3213.176758
	Iteration 97Q: 3 clusters Score -2440144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -2440143.250000 Penalty: 3213.176758
	Iteration 98Q: 3 clusters Score -2440143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2440145.750000 Penalty: 3213.176758
	Iteration 99Q: 3 clusters Score -2440146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2440149.750000 Penalty: 3213.176758
	Iteration 100F: 3 clusters Score -2440150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -2440148.000000 Penalty: 3213.176758
	Iteration 101Q: 3 clusters Score -2440148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2440148.750000 Penalty: 3213.176758
	Iteration 102Q: 3 clusters Score -2440149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -2440153.000000 Penalty: 3213.176758
	Iteration 103Q: 3 clusters Score -2440153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2440150.750000 Penalty: 3213.176758
	Iteration 104Q: 3 clusters Score -2440151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2440150.500000 Penalty: 3213.176758
	Iteration 105Q: 3 clusters Score -2440150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2440155.750000 Penalty: 3213.176758
	Iteration 106Q: 3 clusters Score -2440156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2440156.000000 Penalty: 3213.176758
	Iteration 107Q: 3 clusters Score -2440156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2440158.500000 Penalty: 3213.176758
	Iteration 108Q: 3 clusters Score -2440158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2440158.750000 Penalty: 3213.176758
	Iteration 109Q: 3 clusters Score -2440159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2440159.250000 Penalty: 3213.176758
	Iteration 110Q: 3 clusters Score -2440159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -2440166.000000 Penalty: 3213.176758
	Iteration 111Q: 3 clusters Score -2440166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2440165.500000 Penalty: 3213.176758
	Iteration 112Q: 3 clusters Score -2440166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2440167.500000 Penalty: 3213.176758
	Iteration 113Q: 3 clusters Score -2440168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2440173.750000 Penalty: 3213.176758
	Iteration 114Q: 3 clusters Score -2440174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -2440173.250000 Penalty: 3213.176758
	Iteration 115Q: 3 clusters Score -2440173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -2440177.750000 Penalty: 3213.176758
	Iteration 116Q: 3 clusters Score -2440178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2440183.250000 Penalty: 3213.176758
	Iteration 117Q: 3 clusters Score -2440183 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2440189.750000 Penalty: 3213.176758
	Iteration 118Q: 3 clusters Score -2440190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2440197.250000 Penalty: 3213.176758
	Iteration 119Q: 3 clusters Score -2440197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2440200.000000 Penalty: 3213.176758
	Iteration 120F: 3 clusters Score -2440200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -2440201.250000 Penalty: 3213.176758
	Iteration 121Q: 3 clusters Score -2440201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2440203.250000 Penalty: 3213.176758
	Iteration 122Q: 3 clusters Score -2440203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2440202.750000 Penalty: 3213.176758
	Iteration 123Q: 3 clusters Score -2440203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2440203.500000 Penalty: 3213.176758
	Iteration 124Q: 3 clusters Score -2440204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -2440199.750000 Penalty: 3213.176758
	Iteration 125Q: 3 clusters Score -2440200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -2440206.250000 Penalty: 3213.176758
	Iteration 126Q: 3 clusters Score -2440206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -2440206.500000 Penalty: 3213.176758
	Iteration 127Q: 3 clusters Score -2440206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2440208.750000 Penalty: 3213.176758
	Iteration 128Q: 3 clusters Score -2440209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -2440214.500000 Penalty: 3213.176758
	Iteration 129Q: 3 clusters Score -2440214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -2440216.500000 Penalty: 3213.176758
	Iteration 130Q: 3 clusters Score -2440216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2440217.500000 Penalty: 3213.176758
	Iteration 131Q: 3 clusters Score -2440218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -2440215.500000 Penalty: 3213.176758
	Iteration 132Q: 3 clusters Score -2440216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -2440216.000000 Penalty: 3213.176758
	Iteration 133Q: 3 clusters Score -2440216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -2440216.000000 Penalty: 3213.176758
	Iteration 134F: 3 clusters Score -2440216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Entering Unmasked Estep 
Score: -683241.875000 Penalty: 1407.657104
	Iteration 0F: 2 clusters Score -683241.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -678756.750000 Penalty: 2815.314209
	Iteration 0F: 3 clusters Score -678756.8 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -680312.562500 Penalty: 2815.314209
	Iteration 1F: 3 clusters Score -680312.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -680707.687500 Penalty: 2815.314209
	Iteration 2F: 3 clusters Score -680707.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -681020.625000 Penalty: 2815.314209
	Iteration 3F: 3 clusters Score -681020.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -681306.437500 Penalty: 2815.314209
	Iteration 4F: 3 clusters Score -681306.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -681610.750000 Penalty: 2815.314209
	Iteration 5F: 3 clusters Score -681610.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -681851.125000 Penalty: 2815.314209
	Iteration 6F: 3 clusters Score -681851.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -682038.750000 Penalty: 2815.314209
	Iteration 7Q: 3 clusters Score -682038.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -682196.937500 Penalty: 2815.314209
	Iteration 8Q: 3 clusters Score -682196.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -682330.875000 Penalty: 2815.314209
	Iteration 9Q: 3 clusters Score -682330.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -682434.750000 Penalty: 2815.314209
	Iteration 10Q: 3 clusters Score -682434.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -682531.562500 Penalty: 2815.314209
	Iteration 11Q: 3 clusters Score -682531.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -682649.062500 Penalty: 2815.314209
	Iteration 12Q: 3 clusters Score -682649.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -682746.875000 Penalty: 2815.314209
	Iteration 13Q: 3 clusters Score -682746.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -682785.250000 Penalty: 2815.314209
	Iteration 14Q: 3 clusters Score -682785.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -682801.500000 Penalty: 2815.314209
	Iteration 15Q: 3 clusters Score -682801.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -682805.312500 Penalty: 2815.314209
	Iteration 16Q: 3 clusters Score -682805.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -682806.875000 Penalty: 2815.314209
	Iteration 17Q: 3 clusters Score -682806.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -682808.375000 Penalty: 2815.314209
	Iteration 18Q: 3 clusters Score -682808.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -682808.500000 Penalty: 2815.314209
	Iteration 19Q: 3 clusters Score -682808.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -682808.375000 Penalty: 2815.314209
	Iteration 20F: 3 clusters Score -682808.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -682808.875000 Penalty: 2815.314209
	Iteration 21Q: 3 clusters Score -682808.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -682809.812500 Penalty: 2815.314209
	Iteration 22Q: 3 clusters Score -682809.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -682810.375000 Penalty: 2815.314209
	Iteration 23Q: 3 clusters Score -682810.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -682809.937500 Penalty: 2815.314209
	Iteration 24Q: 3 clusters Score -682809.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -682809.937500 Penalty: 2815.314209
	Iteration 25F: 3 clusters Score -682809.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -32172.285156 Penalty: 969.081604
	Iteration 0F: 2 clusters Score -32172.29 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 197 members 
Entering Unmasked Estep 
Score: -31289.333984 Penalty: 1938.163208
	Iteration 0F: 3 clusters Score -31289.33 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31611.937500 Penalty: 1938.163208
	Iteration 1F: 3 clusters Score -31611.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31776.767578 Penalty: 1938.163208
	Iteration 2F: 3 clusters Score -31776.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31870.314453 Penalty: 1938.163208
	Iteration 3F: 3 clusters Score -31870.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31895.650391 Penalty: 1938.163208
	Iteration 4Q: 3 clusters Score -31895.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31907.474609 Penalty: 1938.163208
	Iteration 5Q: 3 clusters Score -31907.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31911.933594 Penalty: 1938.163208
	Iteration 6Q: 3 clusters Score -31911.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31914.636719 Penalty: 1938.163208
	Iteration 7Q: 3 clusters Score -31914.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31915.443359 Penalty: 1938.163208
	Iteration 8Q: 3 clusters Score -31915.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31916.146484 Penalty: 1938.163208
	Iteration 9Q: 3 clusters Score -31916.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31916.146484 Penalty: 1938.163208
	Iteration 10F: 3 clusters Score -31916.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Entering Unmasked Estep 
Score: -1172055.500000 Penalty: 1486.521729
	Iteration 0F: 2 clusters Score -1172056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1165286.375000 Penalty: 2973.043457
	Iteration 0F: 3 clusters Score -1165286 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1167660.000000 Penalty: 2973.043457
	Iteration 1F: 3 clusters Score -1167660 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1168191.875000 Penalty: 2973.043457
	Iteration 2F: 3 clusters Score -1168192 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1168718.875000 Penalty: 2973.043457
	Iteration 3F: 3 clusters Score -1168719 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1169305.875000 Penalty: 2973.043457
	Iteration 4F: 3 clusters Score -1169306 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1169967.250000 Penalty: 2973.043457
	Iteration 5F: 3 clusters Score -1169967 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1170544.375000 Penalty: 2973.043457
	Iteration 6F: 3 clusters Score -1170544 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1170960.000000 Penalty: 2973.043457
	Iteration 7Q: 3 clusters Score -1170960 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1171193.625000 Penalty: 2973.043457
	Iteration 8Q: 3 clusters Score -1171194 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1171307.875000 Penalty: 2973.043457
	Iteration 9Q: 3 clusters Score -1171308 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1171378.500000 Penalty: 2973.043457
	Iteration 10Q: 3 clusters Score -1171378 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1171444.500000 Penalty: 2973.043457
	Iteration 11Q: 3 clusters Score -1171444 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1171489.625000 Penalty: 2973.043457
	Iteration 12Q: 3 clusters Score -1171490 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1171515.250000 Penalty: 2973.043457
	Iteration 13Q: 3 clusters Score -1171515 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1171527.875000 Penalty: 2973.043457
	Iteration 14Q: 3 clusters Score -1171528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1171536.750000 Penalty: 2973.043457
	Iteration 15Q: 3 clusters Score -1171537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1171542.375000 Penalty: 2973.043457
	Iteration 16Q: 3 clusters Score -1171542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1171541.500000 Penalty: 2973.043457
	Iteration 17Q: 3 clusters Score -1171542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1171547.250000 Penalty: 2973.043457
	Iteration 18Q: 3 clusters Score -1171547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1171548.000000 Penalty: 2973.043457
	Iteration 19Q: 3 clusters Score -1171548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1171549.875000 Penalty: 2973.043457
	Iteration 20F: 3 clusters Score -1171550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1171554.500000 Penalty: 2973.043457
	Iteration 21Q: 3 clusters Score -1171554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1171559.750000 Penalty: 2973.043457
	Iteration 22Q: 3 clusters Score -1171560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1171563.875000 Penalty: 2973.043457
	Iteration 23Q: 3 clusters Score -1171564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1171567.000000 Penalty: 2973.043457
	Iteration 24Q: 3 clusters Score -1171567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1171568.000000 Penalty: 2973.043457
	Iteration 25Q: 3 clusters Score -1171568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1171568.375000 Penalty: 2973.043457
	Iteration 26Q: 3 clusters Score -1171568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1171567.625000 Penalty: 2973.043457
	Iteration 27Q: 3 clusters Score -1171568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1171568.750000 Penalty: 2973.043457
	Iteration 28Q: 3 clusters Score -1171569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1171568.750000 Penalty: 2973.043457
	Iteration 29F: 3 clusters Score -1171569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (34515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Entering Unmasked Estep 
Score: -4246266.500000 Penalty: 1697.986694
	Iteration 0F: 2 clusters Score -4246266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -4223244.500000 Penalty: 3395.973389
	Iteration 0F: 3 clusters Score -4223244 nChanged 15946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -4232376.500000 Penalty: 3395.973389
	Iteration 1F: 3 clusters Score -4232376 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -4233291.500000 Penalty: 3395.973389
	Iteration 2F: 3 clusters Score -4233292 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -4234475.500000 Penalty: 3395.973389
	Iteration 3F: 3 clusters Score -4234476 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -4235806.000000 Penalty: 3395.973389
	Iteration 4F: 3 clusters Score -4235806 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -4237275.500000 Penalty: 3395.973389
	Iteration 5F: 3 clusters Score -4237276 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -4238670.000000 Penalty: 3395.973389
	Iteration 6F: 3 clusters Score -4238670 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -4240030.000000 Penalty: 3395.973389
	Iteration 7F: 3 clusters Score -4240030 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -4241149.000000 Penalty: 3395.973389
	Iteration 8Q: 3 clusters Score -4241149 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -4241962.000000 Penalty: 3395.973389
	Iteration 9Q: 3 clusters Score -4241962 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -4242546.500000 Penalty: 3395.973389
	Iteration 10Q: 3 clusters Score -4242546 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -4242918.000000 Penalty: 3395.973389
	Iteration 11Q: 3 clusters Score -4242918 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -4243201.000000 Penalty: 3395.973389
	Iteration 12Q: 3 clusters Score -4243201 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -4243454.500000 Penalty: 3395.973389
	Iteration 13Q: 3 clusters Score -4243454 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -4243663.000000 Penalty: 3395.973389
	Iteration 14Q: 3 clusters Score -4243663 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -4243880.500000 Penalty: 3395.973389
	Iteration 15Q: 3 clusters Score -4243880 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -4244088.500000 Penalty: 3395.973389
	Iteration 16Q: 3 clusters Score -4244088 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -4244301.500000 Penalty: 3395.973389
	Iteration 17Q: 3 clusters Score -4244302 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -4244544.500000 Penalty: 3395.973389
	Iteration 18Q: 3 clusters Score -4244544 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -4244753.000000 Penalty: 3395.973389
	Iteration 19Q: 3 clusters Score -4244753 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -4244963.500000 Penalty: 3395.973389
	Iteration 20F: 3 clusters Score -4244964 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -4245134.000000 Penalty: 3395.973389
	Iteration 21Q: 3 clusters Score -4245134 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -4245282.500000 Penalty: 3395.973389
	Iteration 22Q: 3 clusters Score -4245282 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -4245416.500000 Penalty: 3395.973389
	Iteration 23Q: 3 clusters Score -4245416 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -4245506.000000 Penalty: 3395.973389
	Iteration 24Q: 3 clusters Score -4245506 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -4245589.000000 Penalty: 3395.973389
	Iteration 25Q: 3 clusters Score -4245589 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -4245622.500000 Penalty: 3395.973389
	Iteration 26Q: 3 clusters Score -4245622 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -4245675.500000 Penalty: 3395.973389
	Iteration 27Q: 3 clusters Score -4245676 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -4245691.500000 Penalty: 3395.973389
	Iteration 28Q: 3 clusters Score -4245692 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -4245703.000000 Penalty: 3395.973389
	Iteration 29Q: 3 clusters Score -4245703 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -4245742.000000 Penalty: 3395.973389
	Iteration 30Q: 3 clusters Score -4245742 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -4245763.000000 Penalty: 3395.973389
	Iteration 31Q: 3 clusters Score -4245763 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -4245798.500000 Penalty: 3395.973389
	Iteration 32Q: 3 clusters Score -4245798 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -4245811.500000 Penalty: 3395.973389
	Iteration 33Q: 3 clusters Score -4245812 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -4245823.500000 Penalty: 3395.973389
	Iteration 34Q: 3 clusters Score -4245824 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -4245830.500000 Penalty: 3395.973389
	Iteration 35Q: 3 clusters Score -4245830 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -4245837.500000 Penalty: 3395.973389
	Iteration 36Q: 3 clusters Score -4245838 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -4245846.500000 Penalty: 3395.973389
	Iteration 37Q: 3 clusters Score -4245846 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -4245846.000000 Penalty: 3395.973389
	Iteration 38Q: 3 clusters Score -4245846 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -4245844.000000 Penalty: 3395.973389
	Iteration 39Q: 3 clusters Score -4245844 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -4245864.500000 Penalty: 3395.973389
	Iteration 40F: 3 clusters Score -4245864 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -4245865.000000 Penalty: 3395.973389
	Iteration 41Q: 3 clusters Score -4245865 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -4245876.500000 Penalty: 3395.973389
	Iteration 42Q: 3 clusters Score -4245876 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -4245877.000000 Penalty: 3395.973389
	Iteration 43Q: 3 clusters Score -4245877 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -4245888.500000 Penalty: 3395.973389
	Iteration 44Q: 3 clusters Score -4245888 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -4245883.500000 Penalty: 3395.973389
	Iteration 45Q: 3 clusters Score -4245884 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -4245889.000000 Penalty: 3395.973389
	Iteration 46Q: 3 clusters Score -4245889 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -4245899.500000 Penalty: 3395.973389
	Iteration 47Q: 3 clusters Score -4245900 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -4245909.500000 Penalty: 3395.973389
	Iteration 48Q: 3 clusters Score -4245910 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -4245922.500000 Penalty: 3395.973389
	Iteration 49Q: 3 clusters Score -4245922 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -4245924.500000 Penalty: 3395.973389
	Iteration 50Q: 3 clusters Score -4245924 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -4245931.500000 Penalty: 3395.973389
	Iteration 51Q: 3 clusters Score -4245932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -4245942.000000 Penalty: 3395.973389
	Iteration 52Q: 3 clusters Score -4245942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -4245951.000000 Penalty: 3395.973389
	Iteration 53Q: 3 clusters Score -4245951 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -4245959.000000 Penalty: 3395.973389
	Iteration 54Q: 3 clusters Score -4245959 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -4245964.500000 Penalty: 3395.973389
	Iteration 55Q: 3 clusters Score -4245964 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -4245960.500000 Penalty: 3395.973389
	Iteration 56Q: 3 clusters Score -4245960 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -4245963.000000 Penalty: 3395.973389
	Iteration 57Q: 3 clusters Score -4245963 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -4245965.000000 Penalty: 3395.973389
	Iteration 58Q: 3 clusters Score -4245965 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -4245970.000000 Penalty: 3395.973389
	Iteration 59Q: 3 clusters Score -4245970 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -4245967.000000 Penalty: 3395.973389
	Iteration 60F: 3 clusters Score -4245967 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -4245969.000000 Penalty: 3395.973389
	Iteration 61Q: 3 clusters Score -4245969 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -4245967.500000 Penalty: 3395.973389
	Iteration 62Q: 3 clusters Score -4245968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -4245971.000000 Penalty: 3395.973389
	Iteration 63Q: 3 clusters Score -4245971 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -4245976.500000 Penalty: 3395.973389
	Iteration 64Q: 3 clusters Score -4245976 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -4245972.500000 Penalty: 3395.973389
	Iteration 65Q: 3 clusters Score -4245972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -4245978.500000 Penalty: 3395.973389
	Iteration 66Q: 3 clusters Score -4245978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -4245979.000000 Penalty: 3395.973389
	Iteration 67Q: 3 clusters Score -4245979 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -4245978.000000 Penalty: 3395.973389
	Iteration 68Q: 3 clusters Score -4245978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -4245974.000000 Penalty: 3395.973389
	Iteration 69Q: 3 clusters Score -4245974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -4245987.500000 Penalty: 3395.973389
	Iteration 70Q: 3 clusters Score -4245988 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -4245974.500000 Penalty: 3395.973389
	Iteration 71Q: 3 clusters Score -4245974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -4245979.000000 Penalty: 3395.973389
	Iteration 72Q: 3 clusters Score -4245979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -4245977.500000 Penalty: 3395.973389
	Iteration 73Q: 3 clusters Score -4245978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -4245980.000000 Penalty: 3395.973389
	Iteration 74Q: 3 clusters Score -4245980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -4245980.500000 Penalty: 3395.973389
	Iteration 75Q: 3 clusters Score -4245980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -4245978.500000 Penalty: 3395.973389
	Iteration 76Q: 3 clusters Score -4245978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -4245978.500000 Penalty: 3395.973389
	Iteration 77F: 3 clusters Score -4245978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (22404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Entering Unmasked Estep 
Score: -2715423.750000 Penalty: 1627.761597
	Iteration 0F: 2 clusters Score -2715424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2700267.000000 Penalty: 3255.523193
	Iteration 0F: 3 clusters Score -2700267 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2705843.500000 Penalty: 3255.523193
	Iteration 1F: 3 clusters Score -2705844 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2706253.250000 Penalty: 3255.523193
	Iteration 2Q: 3 clusters Score -2706253 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2706705.000000 Penalty: 3255.523193
	Iteration 3Q: 3 clusters Score -2706705 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2707282.000000 Penalty: 3255.523193
	Iteration 4Q: 3 clusters Score -2707282 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2707948.750000 Penalty: 3255.523193
	Iteration 5Q: 3 clusters Score -2707949 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2708778.250000 Penalty: 3255.523193
	Iteration 6F: 3 clusters Score -2708778 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -2709693.000000 Penalty: 3255.523193
	Iteration 7F: 3 clusters Score -2709693 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -2710588.750000 Penalty: 3255.523193
	Iteration 8F: 3 clusters Score -2710589 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2711328.000000 Penalty: 3255.523193
	Iteration 9Q: 3 clusters Score -2711328 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2711913.500000 Penalty: 3255.523193
	Iteration 10Q: 3 clusters Score -2711914 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2712376.250000 Penalty: 3255.523193
	Iteration 11Q: 3 clusters Score -2712376 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2712701.500000 Penalty: 3255.523193
	Iteration 12Q: 3 clusters Score -2712702 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2712958.000000 Penalty: 3255.523193
	Iteration 13Q: 3 clusters Score -2712958 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2713146.750000 Penalty: 3255.523193
	Iteration 14Q: 3 clusters Score -2713147 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2713290.000000 Penalty: 3255.523193
	Iteration 15Q: 3 clusters Score -2713290 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2713410.250000 Penalty: 3255.523193
	Iteration 16Q: 3 clusters Score -2713410 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2713512.000000 Penalty: 3255.523193
	Iteration 17Q: 3 clusters Score -2713512 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2713605.000000 Penalty: 3255.523193
	Iteration 18Q: 3 clusters Score -2713605 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2713667.500000 Penalty: 3255.523193
	Iteration 19Q: 3 clusters Score -2713668 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2713723.500000 Penalty: 3255.523193
	Iteration 20F: 3 clusters Score -2713724 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2713772.750000 Penalty: 3255.523193
	Iteration 21Q: 3 clusters Score -2713773 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2713816.750000 Penalty: 3255.523193
	Iteration 22Q: 3 clusters Score -2713817 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2713846.500000 Penalty: 3255.523193
	Iteration 23Q: 3 clusters Score -2713846 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2713868.250000 Penalty: 3255.523193
	Iteration 24Q: 3 clusters Score -2713868 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2713891.500000 Penalty: 3255.523193
	Iteration 25Q: 3 clusters Score -2713892 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2713900.750000 Penalty: 3255.523193
	Iteration 26Q: 3 clusters Score -2713901 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2713916.250000 Penalty: 3255.523193
	Iteration 27Q: 3 clusters Score -2713916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2713925.000000 Penalty: 3255.523193
	Iteration 28Q: 3 clusters Score -2713925 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2713936.250000 Penalty: 3255.523193
	Iteration 29Q: 3 clusters Score -2713936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2713940.500000 Penalty: 3255.523193
	Iteration 30Q: 3 clusters Score -2713940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2713940.000000 Penalty: 3255.523193
	Iteration 31Q: 3 clusters Score -2713940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2713938.750000 Penalty: 3255.523193
	Iteration 32Q: 3 clusters Score -2713939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2713941.500000 Penalty: 3255.523193
	Iteration 33Q: 3 clusters Score -2713942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2713947.500000 Penalty: 3255.523193
	Iteration 34Q: 3 clusters Score -2713948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2713956.750000 Penalty: 3255.523193
	Iteration 35Q: 3 clusters Score -2713957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2713960.000000 Penalty: 3255.523193
	Iteration 36Q: 3 clusters Score -2713960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2713961.500000 Penalty: 3255.523193
	Iteration 37Q: 3 clusters Score -2713962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2713967.000000 Penalty: 3255.523193
	Iteration 38Q: 3 clusters Score -2713967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2713967.000000 Penalty: 3255.523193
	Iteration 39Q: 3 clusters Score -2713967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2713972.250000 Penalty: 3255.523193
	Iteration 40F: 3 clusters Score -2713972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2713975.000000 Penalty: 3255.523193
	Iteration 41Q: 3 clusters Score -2713975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2713976.000000 Penalty: 3255.523193
	Iteration 42Q: 3 clusters Score -2713976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2713978.250000 Penalty: 3255.523193
	Iteration 43Q: 3 clusters Score -2713978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2713980.500000 Penalty: 3255.523193
	Iteration 44Q: 3 clusters Score -2713980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2713983.000000 Penalty: 3255.523193
	Iteration 45Q: 3 clusters Score -2713983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2713987.750000 Penalty: 3255.523193
	Iteration 46Q: 3 clusters Score -2713988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2713995.500000 Penalty: 3255.523193
	Iteration 47Q: 3 clusters Score -2713996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2713999.250000 Penalty: 3255.523193
	Iteration 48Q: 3 clusters Score -2713999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2714002.500000 Penalty: 3255.523193
	Iteration 49Q: 3 clusters Score -2714002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2714007.500000 Penalty: 3255.523193
	Iteration 50Q: 3 clusters Score -2714008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2714007.250000 Penalty: 3255.523193
	Iteration 51Q: 3 clusters Score -2714007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2714005.750000 Penalty: 3255.523193
	Iteration 52Q: 3 clusters Score -2714006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2714006.500000 Penalty: 3255.523193
	Iteration 53Q: 3 clusters Score -2714006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2714010.000000 Penalty: 3255.523193
	Iteration 54Q: 3 clusters Score -2714010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2714009.000000 Penalty: 3255.523193
	Iteration 55Q: 3 clusters Score -2714009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2714011.250000 Penalty: 3255.523193
	Iteration 56Q: 3 clusters Score -2714011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2714013.250000 Penalty: 3255.523193
	Iteration 57Q: 3 clusters Score -2714013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2714015.000000 Penalty: 3255.523193
	Iteration 58Q: 3 clusters Score -2714015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2714015.500000 Penalty: 3255.523193
	Iteration 59Q: 3 clusters Score -2714016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2714015.500000 Penalty: 3255.523193
	Iteration 60F: 3 clusters Score -2714016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -224669.437500 Penalty: 1238.125488
	Iteration 0F: 2 clusters Score -224669.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -222549.734375 Penalty: 2476.250977
	Iteration 0F: 3 clusters Score -222549.7 nChanged 720
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: -223168.156250 Penalty: 2476.250977
	Iteration 1F: 3 clusters Score -223168.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -223385.031250 Penalty: 2476.250977
	Iteration 2F: 3 clusters Score -223385 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -223513.875000 Penalty: 2476.250977
	Iteration 3F: 3 clusters Score -223513.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -223601.156250 Penalty: 2476.250977
	Iteration 4Q: 3 clusters Score -223601.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -223675.078125 Penalty: 2476.250977
	Iteration 5Q: 3 clusters Score -223675.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -223723.265625 Penalty: 2476.250977
	Iteration 6Q: 3 clusters Score -223723.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -223770.968750 Penalty: 2476.250977
	Iteration 7Q: 3 clusters Score -223771 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -223829.375000 Penalty: 2476.250977
	Iteration 8Q: 3 clusters Score -223829.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -223868.343750 Penalty: 2476.250977
	Iteration 9Q: 3 clusters Score -223868.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -223899.250000 Penalty: 2476.250977
	Iteration 10Q: 3 clusters Score -223899.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -223923.890625 Penalty: 2476.250977
	Iteration 11Q: 3 clusters Score -223923.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -223941.687500 Penalty: 2476.250977
	Iteration 12Q: 3 clusters Score -223941.7 nChanged 15
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: -223949.906250 Penalty: 2476.250977
	Iteration 13Q: 3 clusters Score -223949.9 nChanged 23
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: -223962.390625 Penalty: 2476.250977
	Iteration 14Q: 3 clusters Score -223962.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -223973.984375 Penalty: 2476.250977
	Iteration 15Q: 3 clusters Score -223974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -223983.218750 Penalty: 2476.250977
	Iteration 16Q: 3 clusters Score -223983.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -223987.984375 Penalty: 2476.250977
	Iteration 17Q: 3 clusters Score -223988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -223994.281250 Penalty: 2476.250977
	Iteration 18Q: 3 clusters Score -223994.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -223997.968750 Penalty: 2476.250977
	Iteration 19Q: 3 clusters Score -223998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -224002.531250 Penalty: 2476.250977
	Iteration 20F: 3 clusters Score -224002.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -224006.593750 Penalty: 2476.250977
	Iteration 21Q: 3 clusters Score -224006.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -224010.484375 Penalty: 2476.250977
	Iteration 22Q: 3 clusters Score -224010.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -224013.906250 Penalty: 2476.250977
	Iteration 23Q: 3 clusters Score -224013.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -224015.812500 Penalty: 2476.250977
	Iteration 24Q: 3 clusters Score -224015.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -224018.453125 Penalty: 2476.250977
	Iteration 25Q: 3 clusters Score -224018.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -224020.671875 Penalty: 2476.250977
	Iteration 26Q: 3 clusters Score -224020.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -224026.093750 Penalty: 2476.250977
	Iteration 27Q: 3 clusters Score -224026.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -224034.015625 Penalty: 2476.250977
	Iteration 28Q: 3 clusters Score -224034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -224040.453125 Penalty: 2476.250977
	Iteration 29Q: 3 clusters Score -224040.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -224049.515625 Penalty: 2476.250977
	Iteration 30Q: 3 clusters Score -224049.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -224061.343750 Penalty: 2476.250977
	Iteration 31Q: 3 clusters Score -224061.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -224078.750000 Penalty: 2476.250977
	Iteration 32Q: 3 clusters Score -224078.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -224086.437500 Penalty: 2476.250977
	Iteration 33Q: 3 clusters Score -224086.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -224092.000000 Penalty: 2476.250977
	Iteration 34Q: 3 clusters Score -224092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -224094.062500 Penalty: 2476.250977
	Iteration 35Q: 3 clusters Score -224094.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -224096.296875 Penalty: 2476.250977
	Iteration 36Q: 3 clusters Score -224096.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -224097.656250 Penalty: 2476.250977
	Iteration 37Q: 3 clusters Score -224097.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -224098.031250 Penalty: 2476.250977
	Iteration 38Q: 3 clusters Score -224098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -224098.031250 Penalty: 2476.250977
	Iteration 39F: 3 clusters Score -224098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -25281.505859 Penalty: 1015.934387
	Iteration 0F: 2 clusters Score -25281.51 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 274 members 
Entering Unmasked Estep 
Score: -24564.177734 Penalty: 2031.868774
	Iteration 0F: 3 clusters Score -24564.18 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -25915.072266 Penalty: 2031.868774
	Iteration 1F: 3 clusters Score -25915.07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -26214.103516 Penalty: 2031.868774
	Iteration 2F: 3 clusters Score -26214.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26406.933594 Penalty: 2031.868774
	Iteration 3Q: 3 clusters Score -26406.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -26562.503906 Penalty: 2031.868774
	Iteration 4Q: 3 clusters Score -26562.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -26596.542969 Penalty: 2031.868774
	Iteration 5Q: 3 clusters Score -26596.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26610.822266 Penalty: 2031.868774
	Iteration 6Q: 3 clusters Score -26610.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26612.955078 Penalty: 2031.868774
	Iteration 7Q: 3 clusters Score -26612.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26619.361328 Penalty: 2031.868774
	Iteration 8F: 3 clusters Score -26619.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26639.068359 Penalty: 2031.868774
	Iteration 9Q: 3 clusters Score -26639.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26641.914062 Penalty: 2031.868774
	Iteration 10Q: 3 clusters Score -26641.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -26646.134766 Penalty: 2031.868774
	Iteration 11Q: 3 clusters Score -26646.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26662.878906 Penalty: 2031.868774
	Iteration 12Q: 3 clusters Score -26662.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -26676.972656 Penalty: 2031.868774
	Iteration 13Q: 3 clusters Score -26676.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -26678.875000 Penalty: 2031.868774
	Iteration 14Q: 3 clusters Score -26678.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -26680.244141 Penalty: 2031.868774
	Iteration 15Q: 3 clusters Score -26680.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -26681.712891 Penalty: 2031.868774
	Iteration 16Q: 3 clusters Score -26681.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -26681.712891 Penalty: 2031.868774
	Iteration 17F: 3 clusters Score -26681.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 104642 members 
Mstep: Class 2 contains 12238 members 
Mstep: Class 3 contains 6938 members 
Mstep: Class 4 contains 116248 members 
Mstep: Class 5 contains 1126 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 6866 members 
Mstep: Class 8 contains 9793 members 
Mstep: Class 9 contains 91592 members 
Mstep: Class 10 contains 3224 members 
Mstep: Class 11 contains 104590 members 
Mstep: Class 12 contains 97344 members 
Mstep: Class 13 contains 87378 members 
Mstep: Class 14 contains 1130 members 
Mstep: Class 15 contains 2950 members 
Mstep: Class 16 contains 95658 members 
Mstep: Class 17 contains 18161 members 
Mstep: Class 18 contains 15949 members 
Mstep: Class 19 contains 2731 members 
Mstep: Class 20 contains 379 members 
Mstep: Class 21 contains 7939 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4839 members 
Mstep: Class 26 contains 19667 members 
Mstep: Class 27 contains 5782 members 
Mstep: Class 28 contains 389 members 
Mstep: Class 29 contains 9394 members 
Mstep: Class 30 contains 34515 members 
Mstep: Class 31 contains 22404 members 
Mstep: Class 32 contains 2037 members 
Mstep: Class 33 contains 304 members 
Mstep: Class 34 contains 3837 members 
Mstep: Class 35 contains 17436 members 
Mstep: Class 36 contains 6748 members 
Mstep: Class 37 contains 308 members 
Mstep: Class 38 contains 206 members 
Mstep: Class 39 contains 215 members 
Entering Unmasked Estep 
Score: -111768704.000000 Penalty: 87016.617188
Splitting cluster 33 changes total score from -111760840.000000 to -111768704.000000
So it's getting split into cluster 39.
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 104642 members 
Mstep: Class 2 contains 12238 members 
Mstep: Class 3 contains 6938 members 
Mstep: Class 4 contains 116248 members 
Mstep: Class 5 contains 1126 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 6866 members 
Mstep: Class 8 contains 9793 members 
Mstep: Class 9 contains 91592 members 
Mstep: Class 10 contains 3224 members 
Mstep: Class 11 contains 104590 members 
Mstep: Class 12 contains 97344 members 
Mstep: Class 13 contains 87378 members 
Mstep: Class 14 contains 1130 members 
Mstep: Class 15 contains 2950 members 
Mstep: Class 16 contains 95658 members 
Mstep: Class 17 contains 18161 members 
Mstep: Class 18 contains 15949 members 
Mstep: Class 19 contains 2731 members 
Mstep: Class 20 contains 379 members 
Mstep: Class 21 contains 7939 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 23 contains 585 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4839 members 
Mstep: Class 26 contains 19667 members 
Mstep: Class 27 contains 5782 members 
Mstep: Class 28 contains 389 members 
Mstep: Class 29 contains 9394 members 
Mstep: Class 30 contains 34515 members 
Mstep: Class 31 contains 22404 members 
Mstep: Class 32 contains 2037 members 
Mstep: Class 33 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773768.000000 Penalty: 87016.617188
Iteration 79Q: 40 clusters Score -1.117738e+08 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 104991 members 
Mstep: Class 2 contains 12109 members 
Mstep: Class 3 contains 6955 members 
Mstep: Class 4 contains 115775 members 
Mstep: Class 5 contains 1124 members 
Mstep: Class 6 contains 1584 members 
Mstep: Class 7 contains 6953 members 
Mstep: Class 8 contains 9798 members 
Mstep: Class 9 contains 91580 members 
Mstep: Class 10 contains 3062 members 
Mstep: Class 11 contains 104636 members 
Mstep: Class 12 contains 97471 members 
Mstep: Class 13 contains 87105 members 
Mstep: Class 14 contains 1129 members 
Mstep: Class 15 contains 2965 members 
Mstep: Class 16 contains 95740 members 
Mstep: Class 17 contains 19584 members 
Mstep: Class 18 contains 15731 members 
Mstep: Class 19 contains 2741 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 7933 members 
Mstep: Class 22 contains 345 members 
Mstep: Class 23 contains 584 members 
Mstep: Class 24 contains 763 members 
Mstep: Class 25 contains 4837 members 
Mstep: Class 26 contains 19774 members 
Mstep: Class 27 contains 5986 members 
Mstep: Class 28 contains 386 members 
Mstep: Class 29 contains 9418 members 
Mstep: Class 30 contains 34526 members 
Mstep: Class 31 contains 22453 members 
Mstep: Class 32 contains 2041 members 
Mstep: Class 33 contains 306 members 
Mstep: Class 34 contains 3584 members 
Mstep: Class 35 contains 17082 members 
Mstep: Class 36 contains 6040 members 
Mstep: Class 37 contains 301 members 
Mstep: Class 38 contains 200 members 
Mstep: Class 39 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778552.000000 Penalty: 87016.617188
Iteration 80F: 40 clusters Score -1.117786e+08 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 105101 members 
Mstep: Class 2 contains 11969 members 
Mstep: Class 3 contains 6938 members 
Mstep: Class 4 contains 115448 members 
Mstep: Class 5 contains 1115 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 6986 members 
Mstep: Class 8 contains 9772 members 
Mstep: Class 9 contains 91538 members 
Mstep: Class 10 contains 2900 members 
Mstep: Class 11 contains 104522 members 
Mstep: Class 12 contains 97400 members 
Mstep: Class 13 contains 86819 members 
Mstep: Class 14 contains 1127 members 
Mstep: Class 15 contains 2971 members 
Mstep: Class 16 contains 95742 members 
Mstep: Class 17 contains 20325 members 
Mstep: Class 18 contains 15438 members 
Mstep: Class 19 contains 2745 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 7937 members 
Mstep: Class 22 contains 358 members 
Mstep: Class 23 contains 584 members 
Mstep: Class 24 contains 759 members 
Mstep: Class 25 contains 4833 members 
Mstep: Class 26 contains 19830 members 
Mstep: Class 27 contains 6024 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 9424 members 
Mstep: Class 30 contains 34547 members 
Mstep: Class 31 contains 22519 members 
Mstep: Class 32 contains 2008 members 
Mstep: Class 33 contains 287 members 
Mstep: Class 34 contains 3713 members 
Mstep: Class 35 contains 17154 members 
Mstep: Class 36 contains 6254 members 
Mstep: Class 37 contains 335 members 
Mstep: Class 38 contains 203 members 
Mstep: Class 39 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780376.000000 Penalty: 87016.617188
Iteration 81Q: 40 clusters Score -1.117804e+08 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 105166 members 
Mstep: Class 2 contains 11888 members 
Mstep: Class 3 contains 6939 members 
Mstep: Class 4 contains 115153 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 7024 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 91556 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 104447 members 
Mstep: Class 12 contains 97400 members 
Mstep: Class 13 contains 86534 members 
Mstep: Class 14 contains 1123 members 
Mstep: Class 15 contains 2973 members 
Mstep: Class 16 contains 95753 members 
Mstep: Class 17 contains 20909 members 
Mstep: Class 18 contains 15230 members 
Mstep: Class 19 contains 2748 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 7935 members 
Mstep: Class 22 contains 359 members 
Mstep: Class 23 contains 583 members 
Mstep: Class 24 contains 757 members 
Mstep: Class 25 contains 4831 members 
Mstep: Class 26 contains 19886 members 
Mstep: Class 27 contains 6066 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 9426 members 
Mstep: Class 30 contains 34570 members 
Mstep: Class 31 contains 22576 members 
Mstep: Class 32 contains 1983 members 
Mstep: Class 33 contains 286 members 
Mstep: Class 34 contains 3768 members 
Mstep: Class 35 contains 17205 members 
Mstep: Class 36 contains 6327 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 206 members 
Mstep: Class 39 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780888.000000 Penalty: 87016.617188
Iteration 82Q: 40 clusters Score -1.117809e+08 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 105162 members 
Mstep: Class 2 contains 11825 members 
Mstep: Class 3 contains 6933 members 
Mstep: Class 4 contains 114950 members 
Mstep: Class 5 contains 1094 members 
Mstep: Class 6 contains 1581 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 9739 members 
Mstep: Class 9 contains 91594 members 
Mstep: Class 10 contains 2773 members 
Mstep: Class 11 contains 104381 members 
Mstep: Class 12 contains 97397 members 
Mstep: Class 13 contains 86270 members 
Mstep: Class 14 contains 1122 members 
Mstep: Class 15 contains 2977 members 
Mstep: Class 16 contains 95755 members 
Mstep: Class 17 contains 21373 members 
Mstep: Class 18 contains 15062 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 409 members 
Mstep: Class 21 contains 7937 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 581 members 
Mstep: Class 24 contains 757 members 
Mstep: Class 25 contains 4827 members 
Mstep: Class 26 contains 19955 members 
Mstep: Class 27 contains 6117 members 
Mstep: Class 28 contains 377 members 
Mstep: Class 29 contains 9429 members 
Mstep: Class 30 contains 34602 members 
Mstep: Class 31 contains 22639 members 
Mstep: Class 32 contains 1979 members 
Mstep: Class 33 contains 288 members 
Mstep: Class 34 contains 3784 members 
Mstep: Class 35 contains 17243 members 
Mstep: Class 36 contains 6390 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781944.000000 Penalty: 87016.617188
Iteration 83Q: 40 clusters Score -1.117819e+08 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 105099 members 
Mstep: Class 2 contains 11764 members 
Mstep: Class 3 contains 6931 members 
Mstep: Class 4 contains 114889 members 
Mstep: Class 5 contains 1096 members 
Mstep: Class 6 contains 1579 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 9735 members 
Mstep: Class 9 contains 91635 members 
Mstep: Class 10 contains 2756 members 
Mstep: Class 11 contains 104353 members 
Mstep: Class 12 contains 97356 members 
Mstep: Class 13 contains 86037 members 
Mstep: Class 14 contains 1122 members 
Mstep: Class 15 contains 2978 members 
Mstep: Class 16 contains 95768 members 
Mstep: Class 17 contains 21731 members 
Mstep: Class 18 contains 14912 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 409 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 580 members 
Mstep: Class 24 contains 759 members 
Mstep: Class 25 contains 4819 members 
Mstep: Class 26 contains 20016 members 
Mstep: Class 27 contains 6120 members 
Mstep: Class 28 contains 375 members 
Mstep: Class 29 contains 9433 members 
Mstep: Class 30 contains 34647 members 
Mstep: Class 31 contains 22686 members 
Mstep: Class 32 contains 1970 members 
Mstep: Class 33 contains 290 members 
Mstep: Class 34 contains 3808 members 
Mstep: Class 35 contains 17282 members 
Mstep: Class 36 contains 6425 members 
Mstep: Class 37 contains 352 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781904.000000 Penalty: 87016.617188
Iteration 84Q: 40 clusters Score -1.117819e+08 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 105017 members 
Mstep: Class 2 contains 11699 members 
Mstep: Class 3 contains 6924 members 
Mstep: Class 4 contains 114873 members 
Mstep: Class 5 contains 1096 members 
Mstep: Class 6 contains 1578 members 
Mstep: Class 7 contains 7037 members 
Mstep: Class 8 contains 9731 members 
Mstep: Class 9 contains 91664 members 
Mstep: Class 10 contains 2721 members 
Mstep: Class 11 contains 104366 members 
Mstep: Class 12 contains 97326 members 
Mstep: Class 13 contains 85800 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 15 contains 2981 members 
Mstep: Class 16 contains 95772 members 
Mstep: Class 17 contains 22034 members 
Mstep: Class 18 contains 14807 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 7948 members 
Mstep: Class 22 contains 353 members 
Mstep: Class 23 contains 580 members 
Mstep: Class 24 contains 759 members 
Mstep: Class 25 contains 4816 members 
Mstep: Class 26 contains 20084 members 
Mstep: Class 27 contains 6119 members 
Mstep: Class 28 contains 374 members 
Mstep: Class 29 contains 9431 members 
Mstep: Class 30 contains 34704 members 
Mstep: Class 31 contains 22730 members 
Mstep: Class 32 contains 1968 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 3818 members 
Mstep: Class 35 contains 17306 members 
Mstep: Class 36 contains 6452 members 
Mstep: Class 37 contains 352 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781992.000000 Penalty: 87016.617188
Iteration 85Q: 40 clusters Score -1.11782e+08 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 104914 members 
Mstep: Class 2 contains 11650 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 114897 members 
Mstep: Class 5 contains 1095 members 
Mstep: Class 6 contains 1576 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 9734 members 
Mstep: Class 9 contains 91681 members 
Mstep: Class 10 contains 2702 members 
Mstep: Class 11 contains 104413 members 
Mstep: Class 12 contains 97303 members 
Mstep: Class 13 contains 85593 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 15 contains 2980 members 
Mstep: Class 16 contains 95765 members 
Mstep: Class 17 contains 22271 members 
Mstep: Class 18 contains 14725 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 7958 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 580 members 
Mstep: Class 24 contains 759 members 
Mstep: Class 25 contains 4810 members 
Mstep: Class 26 contains 20142 members 
Mstep: Class 27 contains 6112 members 
Mstep: Class 28 contains 374 members 
Mstep: Class 29 contains 9430 members 
Mstep: Class 30 contains 34745 members 
Mstep: Class 31 contains 22778 members 
Mstep: Class 32 contains 1966 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 3819 members 
Mstep: Class 35 contains 17329 members 
Mstep: Class 36 contains 6466 members 
Mstep: Class 37 contains 353 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782120.000000 Penalty: 87016.617188
Iteration 86Q: 40 clusters Score -1.117821e+08 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 104779 members 
Mstep: Class 2 contains 11612 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 114932 members 
Mstep: Class 5 contains 1095 members 
Mstep: Class 6 contains 1572 members 
Mstep: Class 7 contains 7044 members 
Mstep: Class 8 contains 9731 members 
Mstep: Class 9 contains 91708 members 
Mstep: Class 10 contains 2694 members 
Mstep: Class 11 contains 104431 members 
Mstep: Class 12 contains 97302 members 
Mstep: Class 13 contains 85388 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 15 contains 2981 members 
Mstep: Class 16 contains 95785 members 
Mstep: Class 17 contains 22439 members 
Mstep: Class 18 contains 14651 members 
Mstep: Class 19 contains 2757 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 7964 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 580 members 
Mstep: Class 24 contains 759 members 
Mstep: Class 25 contains 4807 members 
Mstep: Class 26 contains 20205 members 
Mstep: Class 27 contains 6117 members 
Mstep: Class 28 contains 374 members 
Mstep: Class 29 contains 9430 members 
Mstep: Class 30 contains 34781 members 
Mstep: Class 31 contains 22831 members 
Mstep: Class 32 contains 1965 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 3819 members 
Mstep: Class 35 contains 17346 members 
Mstep: Class 36 contains 6474 members 
Mstep: Class 37 contains 353 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781976.000000 Penalty: 87016.617188
Iteration 87Q: 40 clusters Score -1.11782e+08 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 104612 members 
Mstep: Class 2 contains 11584 members 
Mstep: Class 3 contains 6920 members 
Mstep: Class 4 contains 115024 members 
Mstep: Class 5 contains 1095 members 
Mstep: Class 6 contains 1570 members 
Mstep: Class 7 contains 7042 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 91741 members 
Mstep: Class 10 contains 2672 members 
Mstep: Class 11 contains 104476 members 
Mstep: Class 12 contains 97305 members 
Mstep: Class 13 contains 85177 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 15 contains 2980 members 
Mstep: Class 16 contains 95786 members 
Mstep: Class 17 contains 22564 members 
Mstep: Class 18 contains 14597 members 
Mstep: Class 19 contains 2756 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 7973 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 580 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4805 members 
Mstep: Class 26 contains 20269 members 
Mstep: Class 27 contains 6136 members 
Mstep: Class 28 contains 373 members 
Mstep: Class 29 contains 9431 members 
Mstep: Class 30 contains 34810 members 
Mstep: Class 31 contains 22867 members 
Mstep: Class 32 contains 1967 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 3823 members 
Mstep: Class 35 contains 17366 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 353 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781824.000000 Penalty: 87016.617188
Iteration 88Q: 40 clusters Score -1.117818e+08 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 104487 members 
Mstep: Class 2 contains 11564 members 
Mstep: Class 3 contains 6920 members 
Mstep: Class 4 contains 115107 members 
Mstep: Class 5 contains 1094 members 
Mstep: Class 6 contains 1568 members 
Mstep: Class 7 contains 7033 members 
Mstep: Class 8 contains 9730 members 
Mstep: Class 9 contains 91795 members 
Mstep: Class 10 contains 2655 members 
Mstep: Class 11 contains 104505 members 
Mstep: Class 12 contains 97296 members 
Mstep: Class 13 contains 84994 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 95780 members 
Mstep: Class 17 contains 22642 members 
Mstep: Class 18 contains 14563 members 
Mstep: Class 19 contains 2761 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 7974 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 580 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4795 members 
Mstep: Class 26 contains 20335 members 
Mstep: Class 27 contains 6145 members 
Mstep: Class 28 contains 373 members 
Mstep: Class 29 contains 9430 members 
Mstep: Class 30 contains 34832 members 
Mstep: Class 31 contains 22891 members 
Mstep: Class 32 contains 1966 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 3829 members 
Mstep: Class 35 contains 17394 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 353 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782064.000000 Penalty: 87016.617188
Iteration 89Q: 40 clusters Score -1.117821e+08 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 104436 members 
Mstep: Class 2 contains 11554 members 
Mstep: Class 3 contains 6921 members 
Mstep: Class 4 contains 115146 members 
Mstep: Class 5 contains 1094 members 
Mstep: Class 6 contains 1568 members 
Mstep: Class 7 contains 7030 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 91844 members 
Mstep: Class 10 contains 2644 members 
Mstep: Class 11 contains 104510 members 
Mstep: Class 12 contains 97281 members 
Mstep: Class 13 contains 84858 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 95759 members 
Mstep: Class 17 contains 22716 members 
Mstep: Class 18 contains 14528 members 
Mstep: Class 19 contains 2763 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 7971 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 580 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4794 members 
Mstep: Class 26 contains 20391 members 
Mstep: Class 27 contains 6150 members 
Mstep: Class 28 contains 373 members 
Mstep: Class 29 contains 9430 members 
Mstep: Class 30 contains 34844 members 
Mstep: Class 31 contains 22918 members 
Mstep: Class 32 contains 1965 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 3834 members 
Mstep: Class 35 contains 17411 members 
Mstep: Class 36 contains 6484 members 
Mstep: Class 37 contains 352 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781848.000000 Penalty: 87016.617188
Iteration 90Q: 40 clusters Score -1.117818e+08 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 104382 members 
Mstep: Class 2 contains 11542 members 
Mstep: Class 3 contains 6919 members 
Mstep: Class 4 contains 115168 members 
Mstep: Class 5 contains 1094 members 
Mstep: Class 6 contains 1568 members 
Mstep: Class 7 contains 7029 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 91902 members 
Mstep: Class 10 contains 2639 members 
Mstep: Class 11 contains 104539 members 
Mstep: Class 12 contains 97241 members 
Mstep: Class 13 contains 84704 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 15 contains 2983 members 
Mstep: Class 16 contains 95766 members 
Mstep: Class 17 contains 22778 members 
Mstep: Class 18 contains 14497 members 
Mstep: Class 19 contains 2761 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 7977 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 580 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4795 members 
Mstep: Class 26 contains 20436 members 
Mstep: Class 27 contains 6154 members 
Mstep: Class 28 contains 373 members 
Mstep: Class 29 contains 9428 members 
Mstep: Class 30 contains 34870 members 
Mstep: Class 31 contains 22953 members 
Mstep: Class 32 contains 1966 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 3837 members 
Mstep: Class 35 contains 17421 members 
Mstep: Class 36 contains 6479 members 
Mstep: Class 37 contains 352 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781640.000000 Penalty: 87016.617188
Iteration 91Q: 40 clusters Score -1.117816e+08 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 104321 members 
Mstep: Class 2 contains 11532 members 
Mstep: Class 3 contains 6923 members 
Mstep: Class 4 contains 115164 members 
Mstep: Class 5 contains 1094 members 
Mstep: Class 6 contains 1568 members 
Mstep: Class 7 contains 7018 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 91928 members 
Mstep: Class 10 contains 2626 members 
Mstep: Class 11 contains 104555 members 
Mstep: Class 12 contains 97250 members 
Mstep: Class 13 contains 84589 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 15 contains 2987 members 
Mstep: Class 16 contains 95776 members 
Mstep: Class 17 contains 22829 members 
Mstep: Class 18 contains 14472 members 
Mstep: Class 19 contains 2761 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 7980 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 580 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4798 members 
Mstep: Class 26 contains 20486 members 
Mstep: Class 27 contains 6155 members 
Mstep: Class 28 contains 373 members 
Mstep: Class 29 contains 9425 members 
Mstep: Class 30 contains 34889 members 
Mstep: Class 31 contains 22984 members 
Mstep: Class 32 contains 1966 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 3839 members 
Mstep: Class 35 contains 17435 members 
Mstep: Class 36 contains 6477 members 
Mstep: Class 37 contains 352 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781776.000000 Penalty: 87016.617188
Iteration 92Q: 40 clusters Score -1.117818e+08 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 104297 members 
Mstep: Class 2 contains 11528 members 
Mstep: Class 3 contains 6924 members 
Mstep: Class 4 contains 115180 members 
Mstep: Class 5 contains 1094 members 
Mstep: Class 6 contains 1567 members 
Mstep: Class 7 contains 7015 members 
Mstep: Class 8 contains 9725 members 
Mstep: Class 9 contains 91921 members 
Mstep: Class 10 contains 2620 members 
Mstep: Class 11 contains 104559 members 
Mstep: Class 12 contains 97250 members 
Mstep: Class 13 contains 84478 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 95776 members 
Mstep: Class 17 contains 22883 members 
Mstep: Class 18 contains 14455 members 
Mstep: Class 19 contains 2763 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 7979 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 580 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4800 members 
Mstep: Class 26 contains 20541 members 
Mstep: Class 27 contains 6150 members 
Mstep: Class 28 contains 373 members 
Mstep: Class 29 contains 9423 members 
Mstep: Class 30 contains 34902 members 
Mstep: Class 31 contains 23006 members 
Mstep: Class 32 contains 1967 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 3842 members 
Mstep: Class 35 contains 17445 members 
Mstep: Class 36 contains 6477 members 
Mstep: Class 37 contains 351 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781704.000000 Penalty: 87016.617188
Iteration 93Q: 40 clusters Score -1.117817e+08 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 104312 members 
Mstep: Class 2 contains 11513 members 
Mstep: Class 3 contains 6919 members 
Mstep: Class 4 contains 115150 members 
Mstep: Class 5 contains 1094 members 
Mstep: Class 6 contains 1566 members 
Mstep: Class 7 contains 7017 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 91956 members 
Mstep: Class 10 contains 2614 members 
Mstep: Class 11 contains 104565 members 
Mstep: Class 12 contains 97245 members 
Mstep: Class 13 contains 84383 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 15 contains 2993 members 
Mstep: Class 16 contains 95722 members 
Mstep: Class 17 contains 22941 members 
Mstep: Class 18 contains 14447 members 
Mstep: Class 19 contains 2766 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 7984 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 580 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4800 members 
Mstep: Class 26 contains 20592 members 
Mstep: Class 27 contains 6150 members 
Mstep: Class 28 contains 373 members 
Mstep: Class 29 contains 9422 members 
Mstep: Class 30 contains 34914 members 
Mstep: Class 31 contains 23027 members 
Mstep: Class 32 contains 1967 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 3844 members 
Mstep: Class 35 contains 17455 members 
Mstep: Class 36 contains 6475 members 
Mstep: Class 37 contains 351 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781632.000000 Penalty: 87016.617188
Iteration 94Q: 40 clusters Score -1.117816e+08 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 104347 members 
Mstep: Class 2 contains 11497 members 
Mstep: Class 3 contains 6919 members 
Mstep: Class 4 contains 115141 members 
Mstep: Class 5 contains 1094 members 
Mstep: Class 6 contains 1566 members 
Mstep: Class 7 contains 7019 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 91991 members 
Mstep: Class 10 contains 2613 members 
Mstep: Class 11 contains 104556 members 
Mstep: Class 12 contains 97238 members 
Mstep: Class 13 contains 84287 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 15 contains 2994 members 
Mstep: Class 16 contains 95666 members 
Mstep: Class 17 contains 22973 members 
Mstep: Class 18 contains 14448 members 
Mstep: Class 19 contains 2766 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 7989 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 580 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4799 members 
Mstep: Class 26 contains 20632 members 
Mstep: Class 27 contains 6150 members 
Mstep: Class 28 contains 373 members 
Mstep: Class 29 contains 9424 members 
Mstep: Class 30 contains 34926 members 
Mstep: Class 31 contains 23045 members 
Mstep: Class 32 contains 1967 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 3845 members 
Mstep: Class 35 contains 17464 members 
Mstep: Class 36 contains 6476 members 
Mstep: Class 37 contains 351 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781464.000000 Penalty: 87016.617188
Iteration 95Q: 40 clusters Score -1.117815e+08 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 104358 members 
Mstep: Class 2 contains 11489 members 
Mstep: Class 3 contains 6923 members 
Mstep: Class 4 contains 115159 members 
Mstep: Class 5 contains 1094 members 
Mstep: Class 6 contains 1566 members 
Mstep: Class 7 contains 7020 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 92056 members 
Mstep: Class 10 contains 2612 members 
Mstep: Class 11 contains 104556 members 
Mstep: Class 12 contains 97201 members 
Mstep: Class 13 contains 84196 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 15 contains 2997 members 
Mstep: Class 16 contains 95608 members 
Mstep: Class 17 contains 23003 members 
Mstep: Class 18 contains 14442 members 
Mstep: Class 19 contains 2766 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 7991 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 579 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4799 members 
Mstep: Class 26 contains 20672 members 
Mstep: Class 27 contains 6151 members 
Mstep: Class 28 contains 373 members 
Mstep: Class 29 contains 9424 members 
Mstep: Class 30 contains 34937 members 
Mstep: Class 31 contains 23057 members 
Mstep: Class 32 contains 1967 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 3848 members 
Mstep: Class 35 contains 17467 members 
Mstep: Class 36 contains 6475 members 
Mstep: Class 37 contains 351 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781600.000000 Penalty: 87016.617188
Iteration 96Q: 40 clusters Score -1.117816e+08 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 104354 members 
Mstep: Class 2 contains 11482 members 
Mstep: Class 3 contains 6920 members 
Mstep: Class 4 contains 115138 members 
Mstep: Class 5 contains 1094 members 
Mstep: Class 6 contains 1566 members 
Mstep: Class 7 contains 7017 members 
Mstep: Class 8 contains 9719 members 
Mstep: Class 9 contains 92117 members 
Mstep: Class 10 contains 2612 members 
Mstep: Class 11 contains 104606 members 
Mstep: Class 12 contains 97172 members 
Mstep: Class 13 contains 84130 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 15 contains 2997 members 
Mstep: Class 16 contains 95548 members 
Mstep: Class 17 contains 23034 members 
Mstep: Class 18 contains 14434 members 
Mstep: Class 19 contains 2767 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7989 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 580 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4796 members 
Mstep: Class 26 contains 20712 members 
Mstep: Class 27 contains 6155 members 
Mstep: Class 28 contains 373 members 
Mstep: Class 29 contains 9423 members 
Mstep: Class 30 contains 34943 members 
Mstep: Class 31 contains 23066 members 
Mstep: Class 32 contains 1968 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 3847 members 
Mstep: Class 35 contains 17472 members 
Mstep: Class 36 contains 6477 members 
Mstep: Class 37 contains 351 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781544.000000 Penalty: 87016.617188
Iteration 97Q: 40 clusters Score -1.117815e+08 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 104360 members 
Mstep: Class 2 contains 11476 members 
Mstep: Class 3 contains 6919 members 
Mstep: Class 4 contains 115139 members 
Mstep: Class 5 contains 1093 members 
Mstep: Class 6 contains 1566 members 
Mstep: Class 7 contains 7013 members 
Mstep: Class 8 contains 9719 members 
Mstep: Class 9 contains 92172 members 
Mstep: Class 10 contains 2610 members 
Mstep: Class 11 contains 104612 members 
Mstep: Class 12 contains 97154 members 
Mstep: Class 13 contains 84044 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 15 contains 2997 members 
Mstep: Class 16 contains 95496 members 
Mstep: Class 17 contains 23076 members 
Mstep: Class 18 contains 14427 members 
Mstep: Class 19 contains 2768 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7983 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 580 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4794 members 
Mstep: Class 26 contains 20755 members 
Mstep: Class 27 contains 6159 members 
Mstep: Class 28 contains 373 members 
Mstep: Class 29 contains 9423 members 
Mstep: Class 30 contains 34958 members 
Mstep: Class 31 contains 23071 members 
Mstep: Class 32 contains 1970 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 3847 members 
Mstep: Class 35 contains 17477 members 
Mstep: Class 36 contains 6477 members 
Mstep: Class 37 contains 351 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781512.000000 Penalty: 87016.617188
Iteration 98Q: 40 clusters Score -1.117815e+08 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 104392 members 
Mstep: Class 2 contains 11465 members 
Mstep: Class 3 contains 6924 members 
Mstep: Class 4 contains 115146 members 
Mstep: Class 5 contains 1093 members 
Mstep: Class 6 contains 1566 members 
Mstep: Class 7 contains 7015 members 
Mstep: Class 8 contains 9716 members 
Mstep: Class 9 contains 92200 members 
Mstep: Class 10 contains 2607 members 
Mstep: Class 11 contains 104600 members 
Mstep: Class 12 contains 97148 members 
Mstep: Class 13 contains 83999 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 15 contains 2996 members 
Mstep: Class 16 contains 95442 members 
Mstep: Class 17 contains 23104 members 
Mstep: Class 18 contains 14417 members 
Mstep: Class 19 contains 2768 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7980 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 579 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4790 members 
Mstep: Class 26 contains 20787 members 
Mstep: Class 27 contains 6160 members 
Mstep: Class 28 contains 373 members 
Mstep: Class 29 contains 9423 members 
Mstep: Class 30 contains 34965 members 
Mstep: Class 31 contains 23074 members 
Mstep: Class 32 contains 1970 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 3844 members 
Mstep: Class 35 contains 17485 members 
Mstep: Class 36 contains 6480 members 
Mstep: Class 37 contains 351 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781440.000000 Penalty: 87016.617188
Iteration 99Q: 40 clusters Score -1.117814e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 104405 members 
Mstep: Class 2 contains 11457 members 
Mstep: Class 3 contains 6927 members 
Mstep: Class 4 contains 115172 members 
Mstep: Class 5 contains 1092 members 
Mstep: Class 6 contains 1564 members 
Mstep: Class 7 contains 7017 members 
Mstep: Class 8 contains 9720 members 
Mstep: Class 9 contains 92223 members 
Mstep: Class 10 contains 2608 members 
Mstep: Class 11 contains 104544 members 
Mstep: Class 12 contains 97140 members 
Mstep: Class 13 contains 83986 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 15 contains 2999 members 
Mstep: Class 16 contains 95392 members 
Mstep: Class 17 contains 23140 members 
Mstep: Class 18 contains 14405 members 
Mstep: Class 19 contains 2768 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7974 members 
Mstep: Class 22 contains 352 members 
Mstep: Class 23 contains 579 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4786 members 
Mstep: Class 26 contains 20814 members 
Mstep: Class 27 contains 6158 members 
Mstep: Class 28 contains 373 members 
Mstep: Class 29 contains 9423 members 
Mstep: Class 30 contains 34970 members 
Mstep: Class 31 contains 23081 members 
Mstep: Class 32 contains 1970 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 3848 members 
Mstep: Class 35 contains 17491 members 
Mstep: Class 36 contains 6482 members 
Mstep: Class 37 contains 351 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781664.000000 Penalty: 87016.617188
Iteration 100F: 40 clusters Score -1.117817e+08 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 104437 members 
Mstep: Class 2 contains 11457 members 
Mstep: Class 3 contains 6928 members 
Mstep: Class 4 contains 115184 members 
Mstep: Class 5 contains 1091 members 
Mstep: Class 6 contains 1563 members 
Mstep: Class 7 contains 7018 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 92251 members 
Mstep: Class 10 contains 2610 members 
Mstep: Class 11 contains 104490 members 
Mstep: Class 12 contains 97127 members 
Mstep: Class 13 contains 83967 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 15 contains 2998 members 
Mstep: Class 16 contains 95344 members 
Mstep: Class 17 contains 23158 members 
Mstep: Class 18 contains 14393 members 
Mstep: Class 19 contains 2769 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7970 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 579 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4785 members 
Mstep: Class 26 contains 20848 members 
Mstep: Class 27 contains 6155 members 
Mstep: Class 28 contains 373 members 
Mstep: Class 29 contains 9423 members 
Mstep: Class 30 contains 34982 members 
Mstep: Class 31 contains 23082 members 
Mstep: Class 32 contains 1970 members 
Mstep: Class 33 contains 288 members 
Mstep: Class 34 contains 3851 members 
Mstep: Class 35 contains 17504 members 
Mstep: Class 36 contains 6480 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781608.000000 Penalty: 87016.617188
Iteration 101Q: 40 clusters Score -1.117816e+08 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 104439 members 
Mstep: Class 2 contains 11448 members 
Mstep: Class 3 contains 6927 members 
Mstep: Class 4 contains 115178 members 
Mstep: Class 5 contains 1090 members 
Mstep: Class 6 contains 1562 members 
Mstep: Class 7 contains 7016 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 92307 members 
Mstep: Class 10 contains 2610 members 
Mstep: Class 11 contains 104477 members 
Mstep: Class 12 contains 97112 members 
Mstep: Class 13 contains 83956 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 15 contains 3001 members 
Mstep: Class 16 contains 95298 members 
Mstep: Class 17 contains 23181 members 
Mstep: Class 18 contains 14384 members 
Mstep: Class 19 contains 2769 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7966 members 
Mstep: Class 22 contains 345 members 
Mstep: Class 23 contains 580 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4783 members 
Mstep: Class 26 contains 20857 members 
Mstep: Class 27 contains 6158 members 
Mstep: Class 28 contains 373 members 
Mstep: Class 29 contains 9423 members 
Mstep: Class 30 contains 34989 members 
Mstep: Class 31 contains 23085 members 
Mstep: Class 32 contains 1973 members 
Mstep: Class 33 contains 290 members 
Mstep: Class 34 contains 3854 members 
Mstep: Class 35 contains 17513 members 
Mstep: Class 36 contains 6476 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781584.000000 Penalty: 87016.617188
Iteration 102Q: 40 clusters Score -1.117816e+08 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 104460 members 
Mstep: Class 2 contains 11441 members 
Mstep: Class 3 contains 6924 members 
Mstep: Class 4 contains 115180 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 1562 members 
Mstep: Class 7 contains 7017 members 
Mstep: Class 8 contains 9725 members 
Mstep: Class 9 contains 92341 members 
Mstep: Class 10 contains 2608 members 
Mstep: Class 11 contains 104422 members 
Mstep: Class 12 contains 97111 members 
Mstep: Class 13 contains 83958 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 15 contains 3004 members 
Mstep: Class 16 contains 95241 members 
Mstep: Class 17 contains 23208 members 
Mstep: Class 18 contains 14381 members 
Mstep: Class 19 contains 2769 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7965 members 
Mstep: Class 22 contains 341 members 
Mstep: Class 23 contains 579 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4785 members 
Mstep: Class 26 contains 20875 members 
Mstep: Class 27 contains 6160 members 
Mstep: Class 28 contains 373 members 
Mstep: Class 29 contains 9423 members 
Mstep: Class 30 contains 34999 members 
Mstep: Class 31 contains 23089 members 
Mstep: Class 32 contains 1970 members 
Mstep: Class 33 contains 294 members 
Mstep: Class 34 contains 3855 members 
Mstep: Class 35 contains 17519 members 
Mstep: Class 36 contains 6477 members 
Mstep: Class 37 contains 360 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781600.000000 Penalty: 87016.617188
Iteration 103Q: 40 clusters Score -1.117816e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 104509 members 
Mstep: Class 2 contains 11439 members 
Mstep: Class 3 contains 6926 members 
Mstep: Class 4 contains 115154 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 1562 members 
Mstep: Class 7 contains 7015 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 92346 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 104417 members 
Mstep: Class 12 contains 97086 members 
Mstep: Class 13 contains 83938 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 15 contains 3011 members 
Mstep: Class 16 contains 95207 members 
Mstep: Class 17 contains 23225 members 
Mstep: Class 18 contains 14384 members 
Mstep: Class 19 contains 2769 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7966 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 579 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4786 members 
Mstep: Class 26 contains 20890 members 
Mstep: Class 27 contains 6162 members 
Mstep: Class 28 contains 373 members 
Mstep: Class 29 contains 9423 members 
Mstep: Class 30 contains 35001 members 
Mstep: Class 31 contains 23099 members 
Mstep: Class 32 contains 1967 members 
Mstep: Class 33 contains 300 members 
Mstep: Class 34 contains 3854 members 
Mstep: Class 35 contains 17525 members 
Mstep: Class 36 contains 6476 members 
Mstep: Class 37 contains 366 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782000.000000 Penalty: 87016.617188
Iteration 104Q: 40 clusters Score -1.11782e+08 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 104529 members 
Mstep: Class 2 contains 11435 members 
Mstep: Class 3 contains 6926 members 
Mstep: Class 4 contains 115138 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 1562 members 
Mstep: Class 7 contains 7020 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 92374 members 
Mstep: Class 10 contains 2605 members 
Mstep: Class 11 contains 104440 members 
Mstep: Class 12 contains 97068 members 
Mstep: Class 13 contains 83911 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 95156 members 
Mstep: Class 17 contains 23237 members 
Mstep: Class 18 contains 14387 members 
Mstep: Class 19 contains 2769 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7961 members 
Mstep: Class 22 contains 336 members 
Mstep: Class 23 contains 578 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4786 members 
Mstep: Class 26 contains 20910 members 
Mstep: Class 27 contains 6166 members 
Mstep: Class 28 contains 372 members 
Mstep: Class 29 contains 9424 members 
Mstep: Class 30 contains 35000 members 
Mstep: Class 31 contains 23106 members 
Mstep: Class 32 contains 1964 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 3856 members 
Mstep: Class 35 contains 17525 members 
Mstep: Class 36 contains 6474 members 
Mstep: Class 37 contains 368 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781816.000000 Penalty: 87016.617188
Iteration 105Q: 40 clusters Score -1.117818e+08 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 104553 members 
Mstep: Class 2 contains 11435 members 
Mstep: Class 3 contains 6927 members 
Mstep: Class 4 contains 115123 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 1561 members 
Mstep: Class 7 contains 7022 members 
Mstep: Class 8 contains 9725 members 
Mstep: Class 9 contains 92383 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 104477 members 
Mstep: Class 12 contains 97060 members 
Mstep: Class 13 contains 83892 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 15 contains 3017 members 
Mstep: Class 16 contains 95089 members 
Mstep: Class 17 contains 23247 members 
Mstep: Class 18 contains 14390 members 
Mstep: Class 19 contains 2769 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7962 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 577 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4788 members 
Mstep: Class 26 contains 20923 members 
Mstep: Class 27 contains 6168 members 
Mstep: Class 28 contains 370 members 
Mstep: Class 29 contains 9425 members 
Mstep: Class 30 contains 35000 members 
Mstep: Class 31 contains 23111 members 
Mstep: Class 32 contains 1962 members 
Mstep: Class 33 contains 303 members 
Mstep: Class 34 contains 3858 members 
Mstep: Class 35 contains 17527 members 
Mstep: Class 36 contains 6471 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781760.000000 Penalty: 87016.617188
Iteration 106Q: 40 clusters Score -1.117818e+08 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 104602 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 6926 members 
Mstep: Class 4 contains 115136 members 
Mstep: Class 5 contains 1090 members 
Mstep: Class 6 contains 1559 members 
Mstep: Class 7 contains 7021 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 92418 members 
Mstep: Class 10 contains 2601 members 
Mstep: Class 11 contains 104474 members 
Mstep: Class 12 contains 97065 members 
Mstep: Class 13 contains 83825 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 15 contains 3016 members 
Mstep: Class 16 contains 95008 members 
Mstep: Class 17 contains 23266 members 
Mstep: Class 18 contains 14398 members 
Mstep: Class 19 contains 2769 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7962 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 576 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4783 members 
Mstep: Class 26 contains 20932 members 
Mstep: Class 27 contains 6167 members 
Mstep: Class 28 contains 369 members 
Mstep: Class 29 contains 9423 members 
Mstep: Class 30 contains 35007 members 
Mstep: Class 31 contains 23118 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 304 members 
Mstep: Class 34 contains 3861 members 
Mstep: Class 35 contains 17531 members 
Mstep: Class 36 contains 6471 members 
Mstep: Class 37 contains 376 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781488.000000 Penalty: 87016.617188
Iteration 107Q: 40 clusters Score -1.117815e+08 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 104641 members 
Mstep: Class 2 contains 11435 members 
Mstep: Class 3 contains 6929 members 
Mstep: Class 4 contains 115129 members 
Mstep: Class 5 contains 1090 members 
Mstep: Class 6 contains 1558 members 
Mstep: Class 7 contains 7023 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 92447 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 104463 members 
Mstep: Class 12 contains 97083 members 
Mstep: Class 13 contains 83798 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 15 contains 3017 members 
Mstep: Class 16 contains 94916 members 
Mstep: Class 17 contains 23280 members 
Mstep: Class 18 contains 14403 members 
Mstep: Class 19 contains 2768 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7958 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 576 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4782 members 
Mstep: Class 26 contains 20944 members 
Mstep: Class 27 contains 6167 members 
Mstep: Class 28 contains 369 members 
Mstep: Class 29 contains 9424 members 
Mstep: Class 30 contains 35002 members 
Mstep: Class 31 contains 23121 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 303 members 
Mstep: Class 34 contains 3866 members 
Mstep: Class 35 contains 17536 members 
Mstep: Class 36 contains 6471 members 
Mstep: Class 37 contains 382 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781608.000000 Penalty: 87016.617188
Iteration 108Q: 40 clusters Score -1.117816e+08 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 104692 members 
Mstep: Class 2 contains 11442 members 
Mstep: Class 3 contains 6934 members 
Mstep: Class 4 contains 115131 members 
Mstep: Class 5 contains 1090 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 7022 members 
Mstep: Class 8 contains 9734 members 
Mstep: Class 9 contains 92457 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 104451 members 
Mstep: Class 12 contains 97100 members 
Mstep: Class 13 contains 83794 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 15 contains 3016 members 
Mstep: Class 16 contains 94809 members 
Mstep: Class 17 contains 23295 members 
Mstep: Class 18 contains 14403 members 
Mstep: Class 19 contains 2767 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7956 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4779 members 
Mstep: Class 26 contains 20965 members 
Mstep: Class 27 contains 6168 members 
Mstep: Class 28 contains 369 members 
Mstep: Class 29 contains 9425 members 
Mstep: Class 30 contains 34993 members 
Mstep: Class 31 contains 23130 members 
Mstep: Class 32 contains 1950 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 3867 members 
Mstep: Class 35 contains 17539 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 389 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781576.000000 Penalty: 87016.617188
Iteration 109Q: 40 clusters Score -1.117816e+08 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 104709 members 
Mstep: Class 2 contains 11448 members 
Mstep: Class 3 contains 6932 members 
Mstep: Class 4 contains 115140 members 
Mstep: Class 5 contains 1090 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 7009 members 
Mstep: Class 8 contains 9737 members 
Mstep: Class 9 contains 92481 members 
Mstep: Class 10 contains 2599 members 
Mstep: Class 11 contains 104428 members 
Mstep: Class 12 contains 97151 members 
Mstep: Class 13 contains 83794 members 
Mstep: Class 14 contains 1122 members 
Mstep: Class 15 contains 3016 members 
Mstep: Class 16 contains 94711 members 
Mstep: Class 17 contains 23310 members 
Mstep: Class 18 contains 14399 members 
Mstep: Class 19 contains 2767 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7955 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4779 members 
Mstep: Class 26 contains 20988 members 
Mstep: Class 27 contains 6162 members 
Mstep: Class 28 contains 369 members 
Mstep: Class 29 contains 9424 members 
Mstep: Class 30 contains 34981 members 
Mstep: Class 31 contains 23138 members 
Mstep: Class 32 contains 1948 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 3866 members 
Mstep: Class 35 contains 17544 members 
Mstep: Class 36 contains 6473 members 
Mstep: Class 37 contains 395 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781656.000000 Penalty: 87016.617188
Iteration 110Q: 40 clusters Score -1.117817e+08 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 104703 members 
Mstep: Class 2 contains 11458 members 
Mstep: Class 3 contains 6935 members 
Mstep: Class 4 contains 115116 members 
Mstep: Class 5 contains 1091 members 
Mstep: Class 6 contains 1554 members 
Mstep: Class 7 contains 7000 members 
Mstep: Class 8 contains 9738 members 
Mstep: Class 9 contains 92501 members 
Mstep: Class 10 contains 2599 members 
Mstep: Class 11 contains 104429 members 
Mstep: Class 12 contains 97187 members 
Mstep: Class 13 contains 83824 members 
Mstep: Class 14 contains 1122 members 
Mstep: Class 15 contains 3015 members 
Mstep: Class 16 contains 94607 members 
Mstep: Class 17 contains 23326 members 
Mstep: Class 18 contains 14397 members 
Mstep: Class 19 contains 2767 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7955 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4778 members 
Mstep: Class 26 contains 21006 members 
Mstep: Class 27 contains 6166 members 
Mstep: Class 28 contains 369 members 
Mstep: Class 29 contains 9420 members 
Mstep: Class 30 contains 34975 members 
Mstep: Class 31 contains 23154 members 
Mstep: Class 32 contains 1944 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 3866 members 
Mstep: Class 35 contains 17548 members 
Mstep: Class 36 contains 6475 members 
Mstep: Class 37 contains 397 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781952.000000 Penalty: 87016.617188
Iteration 111Q: 40 clusters Score -1.11782e+08 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 104694 members 
Mstep: Class 2 contains 11471 members 
Mstep: Class 3 contains 6933 members 
Mstep: Class 4 contains 115109 members 
Mstep: Class 5 contains 1090 members 
Mstep: Class 6 contains 1553 members 
Mstep: Class 7 contains 6993 members 
Mstep: Class 8 contains 9740 members 
Mstep: Class 9 contains 92507 members 
Mstep: Class 10 contains 2597 members 
Mstep: Class 11 contains 104379 members 
Mstep: Class 12 contains 97236 members 
Mstep: Class 13 contains 83892 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3013 members 
Mstep: Class 16 contains 94500 members 
Mstep: Class 17 contains 23337 members 
Mstep: Class 18 contains 14394 members 
Mstep: Class 19 contains 2766 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7951 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4777 members 
Mstep: Class 26 contains 21023 members 
Mstep: Class 27 contains 6166 members 
Mstep: Class 28 contains 368 members 
Mstep: Class 29 contains 9419 members 
Mstep: Class 30 contains 34972 members 
Mstep: Class 31 contains 23165 members 
Mstep: Class 32 contains 1953 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 3871 members 
Mstep: Class 35 contains 17555 members 
Mstep: Class 36 contains 6479 members 
Mstep: Class 37 contains 399 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781904.000000 Penalty: 87016.617188
Iteration 112Q: 40 clusters Score -1.117819e+08 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 104715 members 
Mstep: Class 2 contains 11473 members 
Mstep: Class 3 contains 6936 members 
Mstep: Class 4 contains 115087 members 
Mstep: Class 5 contains 1091 members 
Mstep: Class 6 contains 1551 members 
Mstep: Class 7 contains 6990 members 
Mstep: Class 8 contains 9741 members 
Mstep: Class 9 contains 92502 members 
Mstep: Class 10 contains 2596 members 
Mstep: Class 11 contains 104335 members 
Mstep: Class 12 contains 97269 members 
Mstep: Class 13 contains 83952 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3016 members 
Mstep: Class 16 contains 94391 members 
Mstep: Class 17 contains 23349 members 
Mstep: Class 18 contains 14398 members 
Mstep: Class 19 contains 2764 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7953 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4770 members 
Mstep: Class 26 contains 21047 members 
Mstep: Class 27 contains 6166 members 
Mstep: Class 28 contains 368 members 
Mstep: Class 29 contains 9420 members 
Mstep: Class 30 contains 34966 members 
Mstep: Class 31 contains 23171 members 
Mstep: Class 32 contains 1967 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 3874 members 
Mstep: Class 35 contains 17561 members 
Mstep: Class 36 contains 6485 members 
Mstep: Class 37 contains 401 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781816.000000 Penalty: 87016.617188
Iteration 113Q: 40 clusters Score -1.117818e+08 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 104761 members 
Mstep: Class 2 contains 11472 members 
Mstep: Class 3 contains 6937 members 
Mstep: Class 4 contains 115070 members 
Mstep: Class 5 contains 1091 members 
Mstep: Class 6 contains 1549 members 
Mstep: Class 7 contains 6985 members 
Mstep: Class 8 contains 9741 members 
Mstep: Class 9 contains 92505 members 
Mstep: Class 10 contains 2586 members 
Mstep: Class 11 contains 104254 members 
Mstep: Class 12 contains 97298 members 
Mstep: Class 13 contains 84010 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3018 members 
Mstep: Class 16 contains 94304 members 
Mstep: Class 17 contains 23356 members 
Mstep: Class 18 contains 14397 members 
Mstep: Class 19 contains 2762 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7954 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4768 members 
Mstep: Class 26 contains 21077 members 
Mstep: Class 27 contains 6163 members 
Mstep: Class 28 contains 368 members 
Mstep: Class 29 contains 9420 members 
Mstep: Class 30 contains 34973 members 
Mstep: Class 31 contains 23176 members 
Mstep: Class 32 contains 1975 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 3879 members 
Mstep: Class 35 contains 17565 members 
Mstep: Class 36 contains 6490 members 
Mstep: Class 37 contains 401 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781984.000000 Penalty: 87016.617188
Iteration 114Q: 40 clusters Score -1.11782e+08 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 104791 members 
Mstep: Class 2 contains 11476 members 
Mstep: Class 3 contains 6936 members 
Mstep: Class 4 contains 115056 members 
Mstep: Class 5 contains 1092 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 6984 members 
Mstep: Class 8 contains 9741 members 
Mstep: Class 9 contains 92512 members 
Mstep: Class 10 contains 2580 members 
Mstep: Class 11 contains 104188 members 
Mstep: Class 12 contains 97317 members 
Mstep: Class 13 contains 84094 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3022 members 
Mstep: Class 16 contains 94210 members 
Mstep: Class 17 contains 23358 members 
Mstep: Class 18 contains 14395 members 
Mstep: Class 19 contains 2762 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7948 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 759 members 
Mstep: Class 25 contains 4764 members 
Mstep: Class 26 contains 21100 members 
Mstep: Class 27 contains 6160 members 
Mstep: Class 28 contains 368 members 
Mstep: Class 29 contains 9424 members 
Mstep: Class 30 contains 34974 members 
Mstep: Class 31 contains 23179 members 
Mstep: Class 32 contains 1979 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 3881 members 
Mstep: Class 35 contains 17575 members 
Mstep: Class 36 contains 6492 members 
Mstep: Class 37 contains 401 members 
Mstep: Class 38 contains 209 members 
Mstep: Class 39 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781776.000000 Penalty: 87016.617188
Iteration 115Q: 40 clusters Score -1.117818e+08 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 104820 members 
Mstep: Class 2 contains 11477 members 
Mstep: Class 3 contains 6934 members 
Mstep: Class 4 contains 115066 members 
Mstep: Class 5 contains 1092 members 
Mstep: Class 6 contains 1547 members 
Mstep: Class 7 contains 6976 members 
Mstep: Class 8 contains 9741 members 
Mstep: Class 9 contains 92534 members 
Mstep: Class 10 contains 2577 members 
Mstep: Class 11 contains 104097 members 
Mstep: Class 12 contains 97305 members 
Mstep: Class 13 contains 84198 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3025 members 
Mstep: Class 16 contains 94132 members 
Mstep: Class 17 contains 23359 members 
Mstep: Class 18 contains 14389 members 
Mstep: Class 19 contains 2759 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7941 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 759 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 21121 members 
Mstep: Class 27 contains 6158 members 
Mstep: Class 28 contains 368 members 
Mstep: Class 29 contains 9427 members 
Mstep: Class 30 contains 34977 members 
Mstep: Class 31 contains 23182 members 
Mstep: Class 32 contains 1984 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 3883 members 
Mstep: Class 35 contains 17582 members 
Mstep: Class 36 contains 6489 members 
Mstep: Class 37 contains 402 members 
Mstep: Class 38 contains 209 members 
Mstep: Class 39 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781800.000000 Penalty: 87016.617188
Iteration 116Q: 40 clusters Score -1.117818e+08 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 104833 members 
Mstep: Class 2 contains 11480 members 
Mstep: Class 3 contains 6934 members 
Mstep: Class 4 contains 115031 members 
Mstep: Class 5 contains 1097 members 
Mstep: Class 6 contains 1542 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 9742 members 
Mstep: Class 9 contains 92538 members 
Mstep: Class 10 contains 2571 members 
Mstep: Class 11 contains 104081 members 
Mstep: Class 12 contains 97287 members 
Mstep: Class 13 contains 84310 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3025 members 
Mstep: Class 16 contains 94027 members 
Mstep: Class 17 contains 23364 members 
Mstep: Class 18 contains 14393 members 
Mstep: Class 19 contains 2761 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7939 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 759 members 
Mstep: Class 25 contains 4767 members 
Mstep: Class 26 contains 21142 members 
Mstep: Class 27 contains 6162 members 
Mstep: Class 28 contains 368 members 
Mstep: Class 29 contains 9426 members 
Mstep: Class 30 contains 34981 members 
Mstep: Class 31 contains 23192 members 
Mstep: Class 32 contains 1985 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 3884 members 
Mstep: Class 35 contains 17583 members 
Mstep: Class 36 contains 6492 members 
Mstep: Class 37 contains 402 members 
Mstep: Class 38 contains 209 members 
Mstep: Class 39 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781920.000000 Penalty: 87016.617188
Iteration 117Q: 40 clusters Score -1.117819e+08 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 104878 members 
Mstep: Class 2 contains 11494 members 
Mstep: Class 3 contains 6935 members 
Mstep: Class 4 contains 115019 members 
Mstep: Class 5 contains 1102 members 
Mstep: Class 6 contains 1539 members 
Mstep: Class 7 contains 6958 members 
Mstep: Class 8 contains 9739 members 
Mstep: Class 9 contains 92572 members 
Mstep: Class 10 contains 2565 members 
Mstep: Class 11 contains 104050 members 
Mstep: Class 12 contains 97266 members 
Mstep: Class 13 contains 84385 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 93896 members 
Mstep: Class 17 contains 23372 members 
Mstep: Class 18 contains 14393 members 
Mstep: Class 19 contains 2762 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7938 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4767 members 
Mstep: Class 26 contains 21162 members 
Mstep: Class 27 contains 6159 members 
Mstep: Class 28 contains 367 members 
Mstep: Class 29 contains 9427 members 
Mstep: Class 30 contains 34985 members 
Mstep: Class 31 contains 23203 members 
Mstep: Class 32 contains 1983 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 3883 members 
Mstep: Class 35 contains 17588 members 
Mstep: Class 36 contains 6490 members 
Mstep: Class 37 contains 402 members 
Mstep: Class 38 contains 209 members 
Mstep: Class 39 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781992.000000 Penalty: 87016.617188
Iteration 118Q: 40 clusters Score -1.11782e+08 nChanged 1448
Entering ConstructFrom: 
Score: -111781992.000000 Penalty: 87016.617188
Entering ConstructFrom: 
Trying to split cluster 1 (104936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104936 members 
Entering Unmasked Estep 
Score: -13143965.000000 Penalty: 1878.679688
	Iteration 0F: 2 clusters Score -1.314396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52476 members 
Mstep: Class 2 contains 52460 members 
Entering Unmasked Estep 
Score: -13076113.000000 Penalty: 3757.359375
	Iteration 0F: 3 clusters Score -1.307611e+07 nChanged 50414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53068 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -13105844.000000 Penalty: 3757.359375
	Iteration 1F: 3 clusters Score -1.310584e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53367 members 
Mstep: Class 2 contains 51569 members 
Entering Unmasked Estep 
Score: -13107411.000000 Penalty: 3757.359375
	Iteration 2Q: 3 clusters Score -1.310741e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53723 members 
Mstep: Class 2 contains 51213 members 
Entering Unmasked Estep 
Score: -13109332.000000 Penalty: 3757.359375
	Iteration 3Q: 3 clusters Score -1.310933e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53956 members 
Mstep: Class 2 contains 50980 members 
Entering Unmasked Estep 
Score: -13111831.000000 Penalty: 3757.359375
	Iteration 4Q: 3 clusters Score -1.311183e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53951 members 
Mstep: Class 2 contains 50985 members 
Entering Unmasked Estep 
Score: -13115095.000000 Penalty: 3757.359375
	Iteration 5F: 3 clusters Score -1.31151e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53420 members 
Mstep: Class 2 contains 51516 members 
Entering Unmasked Estep 
Score: -13118938.000000 Penalty: 3757.359375
	Iteration 6F: 3 clusters Score -1.311894e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 52617 members 
Entering Unmasked Estep 
Score: -13123554.000000 Penalty: 3757.359375
	Iteration 7F: 3 clusters Score -1.312355e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51016 members 
Mstep: Class 2 contains 53920 members 
Entering Unmasked Estep 
Score: -13127877.000000 Penalty: 3757.359375
	Iteration 8F: 3 clusters Score -1.312788e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 55212 members 
Entering Unmasked Estep 
Score: -13130866.000000 Penalty: 3757.359375
	Iteration 9F: 3 clusters Score -1.313087e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 56280 members 
Entering Unmasked Estep 
Score: -13132286.000000 Penalty: 3757.359375
	Iteration 10Q: 3 clusters Score -1.313229e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47576 members 
Mstep: Class 2 contains 57360 members 
Entering Unmasked Estep 
Score: -13133009.000000 Penalty: 3757.359375
	Iteration 11Q: 3 clusters Score -1.313301e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 58397 members 
Entering Unmasked Estep 
Score: -13133603.000000 Penalty: 3757.359375
	Iteration 12Q: 3 clusters Score -1.31336e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45618 members 
Mstep: Class 2 contains 59318 members 
Entering Unmasked Estep 
Score: -13134028.000000 Penalty: 3757.359375
	Iteration 13Q: 3 clusters Score -1.313403e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 60240 members 
Entering Unmasked Estep 
Score: -13134325.000000 Penalty: 3757.359375
	Iteration 14Q: 3 clusters Score -1.313432e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 61206 members 
Entering Unmasked Estep 
Score: -13134717.000000 Penalty: 3757.359375
	Iteration 15Q: 3 clusters Score -1.313472e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 62197 members 
Entering Unmasked Estep 
Score: -13135057.000000 Penalty: 3757.359375
	Iteration 16Q: 3 clusters Score -1.313506e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 63223 members 
Entering Unmasked Estep 
Score: -13135305.000000 Penalty: 3757.359375
	Iteration 17Q: 3 clusters Score -1.31353e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 64268 members 
Entering Unmasked Estep 
Score: -13135560.000000 Penalty: 3757.359375
	Iteration 18Q: 3 clusters Score -1.313556e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 65354 members 
Entering Unmasked Estep 
Score: -13135799.000000 Penalty: 3757.359375
	Iteration 19Q: 3 clusters Score -1.31358e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 66411 members 
Entering Unmasked Estep 
Score: -13136014.000000 Penalty: 3757.359375
	Iteration 20F: 3 clusters Score -1.313601e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 67445 members 
Entering Unmasked Estep 
Score: -13136255.000000 Penalty: 3757.359375
	Iteration 21Q: 3 clusters Score -1.313626e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 68492 members 
Entering Unmasked Estep 
Score: -13136411.000000 Penalty: 3757.359375
	Iteration 22Q: 3 clusters Score -1.313641e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 69583 members 
Entering Unmasked Estep 
Score: -13136608.000000 Penalty: 3757.359375
	Iteration 23Q: 3 clusters Score -1.313661e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 70652 members 
Entering Unmasked Estep 
Score: -13136860.000000 Penalty: 3757.359375
	Iteration 24Q: 3 clusters Score -1.313686e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 71742 members 
Entering Unmasked Estep 
Score: -13137111.000000 Penalty: 3757.359375
	Iteration 25Q: 3 clusters Score -1.313711e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 72880 members 
Entering Unmasked Estep 
Score: -13137315.000000 Penalty: 3757.359375
	Iteration 26Q: 3 clusters Score -1.313732e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 74068 members 
Entering Unmasked Estep 
Score: -13137604.000000 Penalty: 3757.359375
	Iteration 27Q: 3 clusters Score -1.31376e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 75248 members 
Entering Unmasked Estep 
Score: -13137933.000000 Penalty: 3757.359375
	Iteration 28Q: 3 clusters Score -1.313793e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 76402 members 
Entering Unmasked Estep 
Score: -13138221.000000 Penalty: 3757.359375
	Iteration 29Q: 3 clusters Score -1.313822e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 77525 members 
Entering Unmasked Estep 
Score: -13138411.000000 Penalty: 3757.359375
	Iteration 30Q: 3 clusters Score -1.313841e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 78664 members 
Entering Unmasked Estep 
Score: -13138643.000000 Penalty: 3757.359375
	Iteration 31Q: 3 clusters Score -1.313864e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 79764 members 
Entering Unmasked Estep 
Score: -13138910.000000 Penalty: 3757.359375
	Iteration 32Q: 3 clusters Score -1.313891e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 80896 members 
Entering Unmasked Estep 
Score: -13139218.000000 Penalty: 3757.359375
	Iteration 33Q: 3 clusters Score -1.313922e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 81997 members 
Entering Unmasked Estep 
Score: -13139517.000000 Penalty: 3757.359375
	Iteration 34Q: 3 clusters Score -1.313952e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 83094 members 
Entering Unmasked Estep 
Score: -13139748.000000 Penalty: 3757.359375
	Iteration 35Q: 3 clusters Score -1.313975e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 84209 members 
Entering Unmasked Estep 
Score: -13140057.000000 Penalty: 3757.359375
	Iteration 36Q: 3 clusters Score -1.314006e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 85336 members 
Entering Unmasked Estep 
Score: -13140336.000000 Penalty: 3757.359375
	Iteration 37Q: 3 clusters Score -1.314034e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 86472 members 
Entering Unmasked Estep 
Score: -13140755.000000 Penalty: 3757.359375
	Iteration 38Q: 3 clusters Score -1.314076e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 87646 members 
Entering Unmasked Estep 
Score: -13141130.000000 Penalty: 3757.359375
	Iteration 39Q: 3 clusters Score -1.314113e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 88786 members 
Entering Unmasked Estep 
Score: -13141480.000000 Penalty: 3757.359375
	Iteration 40F: 3 clusters Score -1.314148e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 89945 members 
Entering Unmasked Estep 
Score: -13141811.000000 Penalty: 3757.359375
	Iteration 41Q: 3 clusters Score -1.314181e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 91044 members 
Entering Unmasked Estep 
Score: -13142099.000000 Penalty: 3757.359375
	Iteration 42Q: 3 clusters Score -1.31421e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 92117 members 
Entering Unmasked Estep 
Score: -13142477.000000 Penalty: 3757.359375
	Iteration 43Q: 3 clusters Score -1.314248e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 93100 members 
Entering Unmasked Estep 
Score: -13142730.000000 Penalty: 3757.359375
	Iteration 44Q: 3 clusters Score -1.314273e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 94012 members 
Entering Unmasked Estep 
Score: -13143050.000000 Penalty: 3757.359375
	Iteration 45Q: 3 clusters Score -1.314305e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 94875 members 
Entering Unmasked Estep 
Score: -13143290.000000 Penalty: 3757.359375
	Iteration 46Q: 3 clusters Score -1.314329e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 95668 members 
Entering Unmasked Estep 
Score: -13143514.000000 Penalty: 3757.359375
	Iteration 47Q: 3 clusters Score -1.314351e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 96421 members 
Entering Unmasked Estep 
Score: -13143638.000000 Penalty: 3757.359375
	Iteration 48Q: 3 clusters Score -1.314364e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 97110 members 
Entering Unmasked Estep 
Score: -13143733.000000 Penalty: 3757.359375
	Iteration 49Q: 3 clusters Score -1.314373e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 97719 members 
Entering Unmasked Estep 
Score: -13143809.000000 Penalty: 3757.359375
	Iteration 50Q: 3 clusters Score -1.314381e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 98236 members 
Entering Unmasked Estep 
Score: -13143860.000000 Penalty: 3757.359375
	Iteration 51Q: 3 clusters Score -1.314386e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 98681 members 
Entering Unmasked Estep 
Score: -13143874.000000 Penalty: 3757.359375
	Iteration 52Q: 3 clusters Score -1.314387e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 99087 members 
Entering Unmasked Estep 
Score: -13143894.000000 Penalty: 3757.359375
	Iteration 53Q: 3 clusters Score -1.314389e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 99456 members 
Entering Unmasked Estep 
Score: -13143916.000000 Penalty: 3757.359375
	Iteration 54Q: 3 clusters Score -1.314392e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 99786 members 
Entering Unmasked Estep 
Score: -13143916.000000 Penalty: 3757.359375
	Iteration 55Q: 3 clusters Score -1.314392e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 100076 members 
Entering Unmasked Estep 
Score: -13143938.000000 Penalty: 3757.359375
	Iteration 56Q: 3 clusters Score -1.314394e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 100311 members 
Entering Unmasked Estep 
Score: -13143974.000000 Penalty: 3757.359375
	Iteration 57Q: 3 clusters Score -1.314397e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 100540 members 
Entering Unmasked Estep 
Score: -13143981.000000 Penalty: 3757.359375
	Iteration 58Q: 3 clusters Score -1.314398e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 100757 members 
Entering Unmasked Estep 
Score: -13143963.000000 Penalty: 3757.359375
	Iteration 59Q: 3 clusters Score -1.314396e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 100964 members 
Entering Unmasked Estep 
Score: -13143949.000000 Penalty: 3757.359375
	Iteration 60F: 3 clusters Score -1.314395e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 101142 members 
Entering Unmasked Estep 
Score: -13143915.000000 Penalty: 3757.359375
	Iteration 61Q: 3 clusters Score -1.314392e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 101300 members 
Entering Unmasked Estep 
Score: -13143888.000000 Penalty: 3757.359375
	Iteration 62Q: 3 clusters Score -1.314389e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 101447 members 
Entering Unmasked Estep 
Score: -13143896.000000 Penalty: 3757.359375
	Iteration 63Q: 3 clusters Score -1.31439e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 101578 members 
Entering Unmasked Estep 
Score: -13143890.000000 Penalty: 3757.359375
	Iteration 64Q: 3 clusters Score -1.314389e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 101704 members 
Entering Unmasked Estep 
Score: -13143853.000000 Penalty: 3757.359375
	Iteration 65Q: 3 clusters Score -1.314385e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 101835 members 
Entering Unmasked Estep 
Score: -13143833.000000 Penalty: 3757.359375
	Iteration 66Q: 3 clusters Score -1.314383e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 101955 members 
Entering Unmasked Estep 
Score: -13143821.000000 Penalty: 3757.359375
	Iteration 67Q: 3 clusters Score -1.314382e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 102054 members 
Entering Unmasked Estep 
Score: -13143804.000000 Penalty: 3757.359375
	Iteration 68Q: 3 clusters Score -1.31438e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 102149 members 
Entering Unmasked Estep 
Score: -13143830.000000 Penalty: 3757.359375
	Iteration 69Q: 3 clusters Score -1.314383e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 102216 members 
Entering Unmasked Estep 
Score: -13143803.000000 Penalty: 3757.359375
	Iteration 70Q: 3 clusters Score -1.31438e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 102291 members 
Entering Unmasked Estep 
Score: -13143798.000000 Penalty: 3757.359375
	Iteration 71Q: 3 clusters Score -1.31438e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 102351 members 
Entering Unmasked Estep 
Score: -13143795.000000 Penalty: 3757.359375
	Iteration 72Q: 3 clusters Score -1.31438e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 102407 members 
Entering Unmasked Estep 
Score: -13143800.000000 Penalty: 3757.359375
	Iteration 73Q: 3 clusters Score -1.31438e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 102465 members 
Entering Unmasked Estep 
Score: -13143773.000000 Penalty: 3757.359375
	Iteration 74Q: 3 clusters Score -1.314377e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 102505 members 
Entering Unmasked Estep 
Score: -13143783.000000 Penalty: 3757.359375
	Iteration 75Q: 3 clusters Score -1.314378e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 102531 members 
Entering Unmasked Estep 
Score: -13143784.000000 Penalty: 3757.359375
	Iteration 76Q: 3 clusters Score -1.314378e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 102550 members 
Entering Unmasked Estep 
Score: -13143792.000000 Penalty: 3757.359375
	Iteration 77Q: 3 clusters Score -1.314379e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 102566 members 
Entering Unmasked Estep 
Score: -13143773.000000 Penalty: 3757.359375
	Iteration 78Q: 3 clusters Score -1.314377e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 102576 members 
Entering Unmasked Estep 
Score: -13143786.000000 Penalty: 3757.359375
	Iteration 79Q: 3 clusters Score -1.314379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 102586 members 
Entering Unmasked Estep 
Score: -13143773.000000 Penalty: 3757.359375
	Iteration 80F: 3 clusters Score -1.314377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 102593 members 
Entering Unmasked Estep 
Score: -13143775.000000 Penalty: 3757.359375
	Iteration 81Q: 3 clusters Score -1.314378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 102601 members 
Entering Unmasked Estep 
Score: -13143777.000000 Penalty: 3757.359375
	Iteration 82Q: 3 clusters Score -1.314378e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 102610 members 
Entering Unmasked Estep 
Score: -13143761.000000 Penalty: 3757.359375
	Iteration 83Q: 3 clusters Score -1.314376e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 102622 members 
Entering Unmasked Estep 
Score: -13143763.000000 Penalty: 3757.359375
	Iteration 84Q: 3 clusters Score -1.314376e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 102633 members 
Entering Unmasked Estep 
Score: -13143772.000000 Penalty: 3757.359375
	Iteration 85Q: 3 clusters Score -1.314377e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 102641 members 
Entering Unmasked Estep 
Score: -13143780.000000 Penalty: 3757.359375
	Iteration 86Q: 3 clusters Score -1.314378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 102645 members 
Entering Unmasked Estep 
Score: -13143773.000000 Penalty: 3757.359375
	Iteration 87Q: 3 clusters Score -1.314377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 102649 members 
Entering Unmasked Estep 
Score: -13143768.000000 Penalty: 3757.359375
	Iteration 88Q: 3 clusters Score -1.314377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 102651 members 
Entering Unmasked Estep 
Score: -13143767.000000 Penalty: 3757.359375
	Iteration 89Q: 3 clusters Score -1.314377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 102651 members 
Entering Unmasked Estep 
Score: -13143765.000000 Penalty: 3757.359375
	Iteration 90Q: 3 clusters Score -1.314376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 102652 members 
Entering Unmasked Estep 
Score: -13143767.000000 Penalty: 3757.359375
	Iteration 91Q: 3 clusters Score -1.314377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 102654 members 
Entering Unmasked Estep 
Score: -13143771.000000 Penalty: 3757.359375
	Iteration 92Q: 3 clusters Score -1.314377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 102660 members 
Entering Unmasked Estep 
Score: -13143770.000000 Penalty: 3757.359375
	Iteration 93Q: 3 clusters Score -1.314377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 102666 members 
Entering Unmasked Estep 
Score: -13143774.000000 Penalty: 3757.359375
	Iteration 94Q: 3 clusters Score -1.314377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 102668 members 
Entering Unmasked Estep 
Score: -13143766.000000 Penalty: 3757.359375
	Iteration 95Q: 3 clusters Score -1.314377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 102672 members 
Entering Unmasked Estep 
Score: -13143768.000000 Penalty: 3757.359375
	Iteration 96Q: 3 clusters Score -1.314377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 102675 members 
Entering Unmasked Estep 
Score: -13143765.000000 Penalty: 3757.359375
	Iteration 97Q: 3 clusters Score -1.314376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 102678 members 
Entering Unmasked Estep 
Score: -13143752.000000 Penalty: 3757.359375
	Iteration 98Q: 3 clusters Score -1.314375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 102681 members 
Entering Unmasked Estep 
Score: -13143751.000000 Penalty: 3757.359375
	Iteration 99Q: 3 clusters Score -1.314375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 102681 members 
Entering Unmasked Estep 
Score: -13143755.000000 Penalty: 3757.359375
	Iteration 100F: 3 clusters Score -1.314376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 102683 members 
Entering Unmasked Estep 
Score: -13143758.000000 Penalty: 3757.359375
	Iteration 101Q: 3 clusters Score -1.314376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 102683 members 
Entering Unmasked Estep 
Score: -13143763.000000 Penalty: 3757.359375
	Iteration 102Q: 3 clusters Score -1.314376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 102682 members 
Entering Unmasked Estep 
Score: -13143764.000000 Penalty: 3757.359375
	Iteration 103Q: 3 clusters Score -1.314376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 102682 members 
Entering Unmasked Estep 
Score: -13143764.000000 Penalty: 3757.359375
	Iteration 104F: 3 clusters Score -1.314376e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Entering Unmasked Estep 
Score: -1338266.500000 Penalty: 1519.377563
	Iteration 0F: 2 clusters Score -1338266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1330109.500000 Penalty: 3038.755127
	Iteration 0F: 3 clusters Score -1330110 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1333067.250000 Penalty: 3038.755127
	Iteration 1F: 3 clusters Score -1333067 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1333847.750000 Penalty: 3038.755127
	Iteration 2F: 3 clusters Score -1333848 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1334773.625000 Penalty: 3038.755127
	Iteration 3F: 3 clusters Score -1334774 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1335551.250000 Penalty: 3038.755127
	Iteration 4F: 3 clusters Score -1335551 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1336022.750000 Penalty: 3038.755127
	Iteration 5F: 3 clusters Score -1336023 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1336295.750000 Penalty: 3038.755127
	Iteration 6Q: 3 clusters Score -1336296 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1336459.750000 Penalty: 3038.755127
	Iteration 7Q: 3 clusters Score -1336460 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1336588.375000 Penalty: 3038.755127
	Iteration 8Q: 3 clusters Score -1336588 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1336666.375000 Penalty: 3038.755127
	Iteration 9Q: 3 clusters Score -1336666 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1336733.875000 Penalty: 3038.755127
	Iteration 10Q: 3 clusters Score -1336734 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1336792.500000 Penalty: 3038.755127
	Iteration 11Q: 3 clusters Score -1336792 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1336826.500000 Penalty: 3038.755127
	Iteration 12Q: 3 clusters Score -1336826 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1336842.250000 Penalty: 3038.755127
	Iteration 13Q: 3 clusters Score -1336842 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1336858.750000 Penalty: 3038.755127
	Iteration 14Q: 3 clusters Score -1336859 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1336860.625000 Penalty: 3038.755127
	Iteration 15Q: 3 clusters Score -1336861 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1336867.000000 Penalty: 3038.755127
	Iteration 16Q: 3 clusters Score -1336867 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1336871.375000 Penalty: 3038.755127
	Iteration 17Q: 3 clusters Score -1336871 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1336871.125000 Penalty: 3038.755127
	Iteration 18Q: 3 clusters Score -1336871 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1336870.375000 Penalty: 3038.755127
	Iteration 19Q: 3 clusters Score -1336870 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1336882.625000 Penalty: 3038.755127
	Iteration 20F: 3 clusters Score -1336883 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1336885.000000 Penalty: 3038.755127
	Iteration 21Q: 3 clusters Score -1336885 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1336885.250000 Penalty: 3038.755127
	Iteration 22Q: 3 clusters Score -1336885 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1336891.500000 Penalty: 3038.755127
	Iteration 23Q: 3 clusters Score -1336892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1336899.500000 Penalty: 3038.755127
	Iteration 24Q: 3 clusters Score -1336900 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1336901.750000 Penalty: 3038.755127
	Iteration 25Q: 3 clusters Score -1336902 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1336908.375000 Penalty: 3038.755127
	Iteration 26Q: 3 clusters Score -1336908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1336914.875000 Penalty: 3038.755127
	Iteration 27Q: 3 clusters Score -1336915 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1336919.375000 Penalty: 3038.755127
	Iteration 28Q: 3 clusters Score -1336919 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1336923.625000 Penalty: 3038.755127
	Iteration 29Q: 3 clusters Score -1336924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1336925.875000 Penalty: 3038.755127
	Iteration 30Q: 3 clusters Score -1336926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1336929.625000 Penalty: 3038.755127
	Iteration 31Q: 3 clusters Score -1336930 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1336932.375000 Penalty: 3038.755127
	Iteration 32Q: 3 clusters Score -1336932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1336936.750000 Penalty: 3038.755127
	Iteration 33Q: 3 clusters Score -1336937 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1336940.500000 Penalty: 3038.755127
	Iteration 34Q: 3 clusters Score -1336940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1336942.375000 Penalty: 3038.755127
	Iteration 35Q: 3 clusters Score -1336942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1336941.500000 Penalty: 3038.755127
	Iteration 36Q: 3 clusters Score -1336942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1336946.375000 Penalty: 3038.755127
	Iteration 37Q: 3 clusters Score -1336946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1336952.625000 Penalty: 3038.755127
	Iteration 38Q: 3 clusters Score -1336953 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1336956.875000 Penalty: 3038.755127
	Iteration 39Q: 3 clusters Score -1336957 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1336957.125000 Penalty: 3038.755127
	Iteration 40F: 3 clusters Score -1336957 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1336960.875000 Penalty: 3038.755127
	Iteration 41Q: 3 clusters Score -1336961 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1336967.500000 Penalty: 3038.755127
	Iteration 42Q: 3 clusters Score -1336968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1336972.375000 Penalty: 3038.755127
	Iteration 43Q: 3 clusters Score -1336972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1336973.250000 Penalty: 3038.755127
	Iteration 44Q: 3 clusters Score -1336973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1336972.250000 Penalty: 3038.755127
	Iteration 45Q: 3 clusters Score -1336972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1336975.125000 Penalty: 3038.755127
	Iteration 46Q: 3 clusters Score -1336975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1336975.000000 Penalty: 3038.755127
	Iteration 47Q: 3 clusters Score -1336975 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1336978.375000 Penalty: 3038.755127
	Iteration 48Q: 3 clusters Score -1336978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1336983.375000 Penalty: 3038.755127
	Iteration 49Q: 3 clusters Score -1336983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1336985.375000 Penalty: 3038.755127
	Iteration 50Q: 3 clusters Score -1336985 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1336987.375000 Penalty: 3038.755127
	Iteration 51Q: 3 clusters Score -1336987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1336990.375000 Penalty: 3038.755127
	Iteration 52Q: 3 clusters Score -1336990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1336989.625000 Penalty: 3038.755127
	Iteration 53Q: 3 clusters Score -1336990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1336992.875000 Penalty: 3038.755127
	Iteration 54Q: 3 clusters Score -1336993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1336993.250000 Penalty: 3038.755127
	Iteration 55Q: 3 clusters Score -1336993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1336997.250000 Penalty: 3038.755127
	Iteration 56Q: 3 clusters Score -1336997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1336999.750000 Penalty: 3038.755127
	Iteration 57Q: 3 clusters Score -1337000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1337000.000000 Penalty: 3038.755127
	Iteration 58Q: 3 clusters Score -1337000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1337004.750000 Penalty: 3038.755127
	Iteration 59Q: 3 clusters Score -1337005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1337007.000000 Penalty: 3038.755127
	Iteration 60F: 3 clusters Score -1337007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1337008.500000 Penalty: 3038.755127
	Iteration 61Q: 3 clusters Score -1337008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1337009.375000 Penalty: 3038.755127
	Iteration 62Q: 3 clusters Score -1337009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1337009.875000 Penalty: 3038.755127
	Iteration 63Q: 3 clusters Score -1337010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1337011.125000 Penalty: 3038.755127
	Iteration 64Q: 3 clusters Score -1337011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1337008.750000 Penalty: 3038.755127
	Iteration 65Q: 3 clusters Score -1337009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1337011.625000 Penalty: 3038.755127
	Iteration 66Q: 3 clusters Score -1337012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1337012.000000 Penalty: 3038.755127
	Iteration 67Q: 3 clusters Score -1337012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1337013.125000 Penalty: 3038.755127
	Iteration 68Q: 3 clusters Score -1337013 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1337019.500000 Penalty: 3038.755127
	Iteration 69Q: 3 clusters Score -1337020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1337021.125000 Penalty: 3038.755127
	Iteration 70Q: 3 clusters Score -1337021 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1337019.750000 Penalty: 3038.755127
	Iteration 71Q: 3 clusters Score -1337020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1337025.500000 Penalty: 3038.755127
	Iteration 72Q: 3 clusters Score -1337026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1337029.250000 Penalty: 3038.755127
	Iteration 73Q: 3 clusters Score -1337029 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1337036.750000 Penalty: 3038.755127
	Iteration 74Q: 3 clusters Score -1337037 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1337035.750000 Penalty: 3038.755127
	Iteration 75Q: 3 clusters Score -1337036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1337039.250000 Penalty: 3038.755127
	Iteration 76Q: 3 clusters Score -1337039 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1337043.375000 Penalty: 3038.755127
	Iteration 77Q: 3 clusters Score -1337043 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1337046.625000 Penalty: 3038.755127
	Iteration 78Q: 3 clusters Score -1337047 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1337051.375000 Penalty: 3038.755127
	Iteration 79Q: 3 clusters Score -1337051 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1337055.625000 Penalty: 3038.755127
	Iteration 80F: 3 clusters Score -1337056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1337056.000000 Penalty: 3038.755127
	Iteration 81Q: 3 clusters Score -1337056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1337057.625000 Penalty: 3038.755127
	Iteration 82Q: 3 clusters Score -1337058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1337063.375000 Penalty: 3038.755127
	Iteration 83Q: 3 clusters Score -1337063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1337065.375000 Penalty: 3038.755127
	Iteration 84Q: 3 clusters Score -1337065 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1337071.750000 Penalty: 3038.755127
	Iteration 85Q: 3 clusters Score -1337072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1337075.625000 Penalty: 3038.755127
	Iteration 86Q: 3 clusters Score -1337076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1337079.750000 Penalty: 3038.755127
	Iteration 87Q: 3 clusters Score -1337080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1337085.500000 Penalty: 3038.755127
	Iteration 88Q: 3 clusters Score -1337086 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1337091.125000 Penalty: 3038.755127
	Iteration 89Q: 3 clusters Score -1337091 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1337097.000000 Penalty: 3038.755127
	Iteration 90Q: 3 clusters Score -1337097 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1337099.625000 Penalty: 3038.755127
	Iteration 91Q: 3 clusters Score -1337100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1337102.375000 Penalty: 3038.755127
	Iteration 92Q: 3 clusters Score -1337102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1337105.750000 Penalty: 3038.755127
	Iteration 93Q: 3 clusters Score -1337106 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1337111.375000 Penalty: 3038.755127
	Iteration 94Q: 3 clusters Score -1337111 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1337114.750000 Penalty: 3038.755127
	Iteration 95Q: 3 clusters Score -1337115 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1337123.125000 Penalty: 3038.755127
	Iteration 96Q: 3 clusters Score -1337123 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1337134.750000 Penalty: 3038.755127
	Iteration 97Q: 3 clusters Score -1337135 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1337149.125000 Penalty: 3038.755127
	Iteration 98Q: 3 clusters Score -1337149 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1337168.750000 Penalty: 3038.755127
	Iteration 99Q: 3 clusters Score -1337169 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1337195.875000 Penalty: 3038.755127
	Iteration 100F: 3 clusters Score -1337196 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1337223.375000 Penalty: 3038.755127
	Iteration 101Q: 3 clusters Score -1337223 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1337262.500000 Penalty: 3038.755127
	Iteration 102Q: 3 clusters Score -1337262 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1337296.500000 Penalty: 3038.755127
	Iteration 103Q: 3 clusters Score -1337296 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1337326.750000 Penalty: 3038.755127
	Iteration 104Q: 3 clusters Score -1337327 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1337359.000000 Penalty: 3038.755127
	Iteration 105Q: 3 clusters Score -1337359 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1337397.875000 Penalty: 3038.755127
	Iteration 106Q: 3 clusters Score -1337398 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1337439.625000 Penalty: 3038.755127
	Iteration 107Q: 3 clusters Score -1337440 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1337483.500000 Penalty: 3038.755127
	Iteration 108Q: 3 clusters Score -1337484 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1337532.125000 Penalty: 3038.755127
	Iteration 109Q: 3 clusters Score -1337532 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1337575.000000 Penalty: 3038.755127
	Iteration 110Q: 3 clusters Score -1337575 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1337607.000000 Penalty: 3038.755127
	Iteration 111Q: 3 clusters Score -1337607 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1337631.500000 Penalty: 3038.755127
	Iteration 112Q: 3 clusters Score -1337632 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1337652.500000 Penalty: 3038.755127
	Iteration 113Q: 3 clusters Score -1337652 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1337696.625000 Penalty: 3038.755127
	Iteration 114Q: 3 clusters Score -1337697 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1337721.750000 Penalty: 3038.755127
	Iteration 115Q: 3 clusters Score -1337722 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1337747.750000 Penalty: 3038.755127
	Iteration 116Q: 3 clusters Score -1337748 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1337763.250000 Penalty: 3038.755127
	Iteration 117Q: 3 clusters Score -1337763 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1337772.125000 Penalty: 3038.755127
	Iteration 118Q: 3 clusters Score -1337772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1337776.875000 Penalty: 3038.755127
	Iteration 119Q: 3 clusters Score -1337777 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1337789.375000 Penalty: 3038.755127
	Iteration 120F: 3 clusters Score -1337789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1337794.500000 Penalty: 3038.755127
	Iteration 121Q: 3 clusters Score -1337794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1337800.125000 Penalty: 3038.755127
	Iteration 122Q: 3 clusters Score -1337800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1337798.750000 Penalty: 3038.755127
	Iteration 123Q: 3 clusters Score -1337799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1337803.500000 Penalty: 3038.755127
	Iteration 124Q: 3 clusters Score -1337804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1337809.375000 Penalty: 3038.755127
	Iteration 125Q: 3 clusters Score -1337809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1337811.125000 Penalty: 3038.755127
	Iteration 126Q: 3 clusters Score -1337811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1337811.625000 Penalty: 3038.755127
	Iteration 127Q: 3 clusters Score -1337812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1337809.750000 Penalty: 3038.755127
	Iteration 128Q: 3 clusters Score -1337810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1337813.375000 Penalty: 3038.755127
	Iteration 129Q: 3 clusters Score -1337813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1337814.500000 Penalty: 3038.755127
	Iteration 130Q: 3 clusters Score -1337814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1337816.125000 Penalty: 3038.755127
	Iteration 131Q: 3 clusters Score -1337816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1337819.000000 Penalty: 3038.755127
	Iteration 132Q: 3 clusters Score -1337819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1337818.625000 Penalty: 3038.755127
	Iteration 133Q: 3 clusters Score -1337819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1337819.625000 Penalty: 3038.755127
	Iteration 134Q: 3 clusters Score -1337820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1337821.500000 Penalty: 3038.755127
	Iteration 135Q: 3 clusters Score -1337822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1337822.625000 Penalty: 3038.755127
	Iteration 136Q: 3 clusters Score -1337823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1337824.625000 Penalty: 3038.755127
	Iteration 137Q: 3 clusters Score -1337825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1337822.875000 Penalty: 3038.755127
	Iteration 138Q: 3 clusters Score -1337823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1337823.875000 Penalty: 3038.755127
	Iteration 139Q: 3 clusters Score -1337824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1337823.125000 Penalty: 3038.755127
	Iteration 140F: 3 clusters Score -1337823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1337827.250000 Penalty: 3038.755127
	Iteration 141Q: 3 clusters Score -1337827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1337824.000000 Penalty: 3038.755127
	Iteration 142Q: 3 clusters Score -1337824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1337824.000000 Penalty: 3038.755127
	Iteration 143F: 3 clusters Score -1337824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Entering Unmasked Estep 
Score: -827158.562500 Penalty: 1437.204712
	Iteration 0F: 2 clusters Score -827158.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -821974.500000 Penalty: 2874.409424
	Iteration 0F: 3 clusters Score -821974.5 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -823557.437500 Penalty: 2874.409424
	Iteration 1F: 3 clusters Score -823557.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -823827.500000 Penalty: 2874.409424
	Iteration 2F: 3 clusters Score -823827.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -824048.875000 Penalty: 2874.409424
	Iteration 3F: 3 clusters Score -824048.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -824270.500000 Penalty: 2874.409424
	Iteration 4F: 3 clusters Score -824270.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -824459.625000 Penalty: 2874.409424
	Iteration 5F: 3 clusters Score -824459.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -824625.812500 Penalty: 2874.409424
	Iteration 6Q: 3 clusters Score -824625.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -824774.312500 Penalty: 2874.409424
	Iteration 7Q: 3 clusters Score -824774.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -824923.375000 Penalty: 2874.409424
	Iteration 8Q: 3 clusters Score -824923.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -825054.000000 Penalty: 2874.409424
	Iteration 9Q: 3 clusters Score -825054 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -825180.000000 Penalty: 2874.409424
	Iteration 10Q: 3 clusters Score -825180 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -825284.187500 Penalty: 2874.409424
	Iteration 11Q: 3 clusters Score -825284.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -825375.687500 Penalty: 2874.409424
	Iteration 12Q: 3 clusters Score -825375.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -825457.812500 Penalty: 2874.409424
	Iteration 13Q: 3 clusters Score -825457.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -825524.750000 Penalty: 2874.409424
	Iteration 14Q: 3 clusters Score -825524.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -825581.000000 Penalty: 2874.409424
	Iteration 15Q: 3 clusters Score -825581 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -825630.500000 Penalty: 2874.409424
	Iteration 16Q: 3 clusters Score -825630.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -825669.125000 Penalty: 2874.409424
	Iteration 17Q: 3 clusters Score -825669.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -825714.375000 Penalty: 2874.409424
	Iteration 18Q: 3 clusters Score -825714.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -825761.750000 Penalty: 2874.409424
	Iteration 19Q: 3 clusters Score -825761.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -825802.000000 Penalty: 2874.409424
	Iteration 20F: 3 clusters Score -825802 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -825855.250000 Penalty: 2874.409424
	Iteration 21Q: 3 clusters Score -825855.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -825930.562500 Penalty: 2874.409424
	Iteration 22Q: 3 clusters Score -825930.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -826013.062500 Penalty: 2874.409424
	Iteration 23Q: 3 clusters Score -826013.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -826085.375000 Penalty: 2874.409424
	Iteration 24Q: 3 clusters Score -826085.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -826128.562500 Penalty: 2874.409424
	Iteration 25Q: 3 clusters Score -826128.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -826161.437500 Penalty: 2874.409424
	Iteration 26Q: 3 clusters Score -826161.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -826178.125000 Penalty: 2874.409424
	Iteration 27Q: 3 clusters Score -826178.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -826193.312500 Penalty: 2874.409424
	Iteration 28Q: 3 clusters Score -826193.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -826203.000000 Penalty: 2874.409424
	Iteration 29Q: 3 clusters Score -826203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -826211.187500 Penalty: 2874.409424
	Iteration 30Q: 3 clusters Score -826211.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -826213.312500 Penalty: 2874.409424
	Iteration 31Q: 3 clusters Score -826213.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -826215.437500 Penalty: 2874.409424
	Iteration 32Q: 3 clusters Score -826215.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -826216.625000 Penalty: 2874.409424
	Iteration 33Q: 3 clusters Score -826216.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -826217.375000 Penalty: 2874.409424
	Iteration 34Q: 3 clusters Score -826217.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -826217.312500 Penalty: 2874.409424
	Iteration 35Q: 3 clusters Score -826217.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -826218.437500 Penalty: 2874.409424
	Iteration 36Q: 3 clusters Score -826218.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -826220.187500 Penalty: 2874.409424
	Iteration 37Q: 3 clusters Score -826220.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -826220.187500 Penalty: 2874.409424
	Iteration 38F: 3 clusters Score -826220.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (114992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114992 members 
Entering Unmasked Estep 
Score: -14260979.000000 Penalty: 1893.550293
	Iteration 0F: 2 clusters Score -1.426098e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57386 members 
Mstep: Class 2 contains 57606 members 
Entering Unmasked Estep 
Score: -14189177.000000 Penalty: 3787.100586
	Iteration 0F: 3 clusters Score -1.418918e+07 nChanged 54931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56111 members 
Mstep: Class 2 contains 58881 members 
Entering Unmasked Estep 
Score: -14220651.000000 Penalty: 3787.100586
	Iteration 1F: 3 clusters Score -1.422065e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55367 members 
Mstep: Class 2 contains 59625 members 
Entering Unmasked Estep 
Score: -14221571.000000 Penalty: 3787.100586
	Iteration 2Q: 3 clusters Score -1.422157e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54357 members 
Mstep: Class 2 contains 60635 members 
Entering Unmasked Estep 
Score: -14222637.000000 Penalty: 3787.100586
	Iteration 3Q: 3 clusters Score -1.422264e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53109 members 
Mstep: Class 2 contains 61883 members 
Entering Unmasked Estep 
Score: -14223979.000000 Penalty: 3787.100586
	Iteration 4Q: 3 clusters Score -1.422398e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 63552 members 
Entering Unmasked Estep 
Score: -14225850.000000 Penalty: 3787.100586
	Iteration 5Q: 3 clusters Score -1.422585e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49182 members 
Mstep: Class 2 contains 65810 members 
Entering Unmasked Estep 
Score: -14228325.000000 Penalty: 3787.100586
	Iteration 6Q: 3 clusters Score -1.422832e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 68516 members 
Entering Unmasked Estep 
Score: -14232121.000000 Penalty: 3787.100586
	Iteration 7F: 3 clusters Score -1.423212e+07 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 71478 members 
Entering Unmasked Estep 
Score: -14237054.000000 Penalty: 3787.100586
	Iteration 8F: 3 clusters Score -1.423705e+07 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 74179 members 
Entering Unmasked Estep 
Score: -14241356.000000 Penalty: 3787.100586
	Iteration 9F: 3 clusters Score -1.424136e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 76380 members 
Entering Unmasked Estep 
Score: -14244141.000000 Penalty: 3787.100586
	Iteration 10Q: 3 clusters Score -1.424414e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 78152 members 
Entering Unmasked Estep 
Score: -14245457.000000 Penalty: 3787.100586
	Iteration 11Q: 3 clusters Score -1.424546e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 79567 members 
Entering Unmasked Estep 
Score: -14246232.000000 Penalty: 3787.100586
	Iteration 12Q: 3 clusters Score -1.424623e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 80873 members 
Entering Unmasked Estep 
Score: -14246775.000000 Penalty: 3787.100586
	Iteration 13Q: 3 clusters Score -1.424678e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 82077 members 
Entering Unmasked Estep 
Score: -14247276.000000 Penalty: 3787.100586
	Iteration 14Q: 3 clusters Score -1.424728e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 83249 members 
Entering Unmasked Estep 
Score: -14247748.000000 Penalty: 3787.100586
	Iteration 15Q: 3 clusters Score -1.424775e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 84408 members 
Entering Unmasked Estep 
Score: -14248118.000000 Penalty: 3787.100586
	Iteration 16Q: 3 clusters Score -1.424812e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 85564 members 
Entering Unmasked Estep 
Score: -14248520.000000 Penalty: 3787.100586
	Iteration 17Q: 3 clusters Score -1.424852e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 86750 members 
Entering Unmasked Estep 
Score: -14248956.000000 Penalty: 3787.100586
	Iteration 18Q: 3 clusters Score -1.424896e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 87945 members 
Entering Unmasked Estep 
Score: -14249307.000000 Penalty: 3787.100586
	Iteration 19Q: 3 clusters Score -1.424931e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 89201 members 
Entering Unmasked Estep 
Score: -14249803.000000 Penalty: 3787.100586
	Iteration 20F: 3 clusters Score -1.42498e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 90411 members 
Entering Unmasked Estep 
Score: -14250437.000000 Penalty: 3787.100586
	Iteration 21Q: 3 clusters Score -1.425044e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 91821 members 
Entering Unmasked Estep 
Score: -14251300.000000 Penalty: 3787.100586
	Iteration 22Q: 3 clusters Score -1.42513e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 93525 members 
Entering Unmasked Estep 
Score: -14252359.000000 Penalty: 3787.100586
	Iteration 23Q: 3 clusters Score -1.425236e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 95619 members 
Entering Unmasked Estep 
Score: -14253497.000000 Penalty: 3787.100586
	Iteration 24Q: 3 clusters Score -1.42535e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 98065 members 
Entering Unmasked Estep 
Score: -14254581.000000 Penalty: 3787.100586
	Iteration 25Q: 3 clusters Score -1.425458e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 100753 members 
Entering Unmasked Estep 
Score: -14255756.000000 Penalty: 3787.100586
	Iteration 26Q: 3 clusters Score -1.425576e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 103749 members 
Entering Unmasked Estep 
Score: -14256843.000000 Penalty: 3787.100586
	Iteration 27Q: 3 clusters Score -1.425684e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 106917 members 
Entering Unmasked Estep 
Score: -14257865.000000 Penalty: 3787.100586
	Iteration 28Q: 3 clusters Score -1.425786e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 109936 members 
Entering Unmasked Estep 
Score: -14258610.000000 Penalty: 3787.100586
	Iteration 29Q: 3 clusters Score -1.425861e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 112332 members 
Entering Unmasked Estep 
Score: -14259154.000000 Penalty: 3787.100586
	Iteration 30Q: 3 clusters Score -1.425915e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 113794 members 
Entering Unmasked Estep 
Score: -14259288.000000 Penalty: 3787.100586
	Iteration 31Q: 3 clusters Score -1.425929e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 114450 members 
Entering Unmasked Estep 
Score: -14259340.000000 Penalty: 3787.100586
	Iteration 32Q: 3 clusters Score -1.425934e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 114690 members 
Entering Unmasked Estep 
Score: -14259323.000000 Penalty: 3787.100586
	Iteration 33Q: 3 clusters Score -1.425932e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 114768 members 
Entering Unmasked Estep 
Score: -14259361.000000 Penalty: 3787.100586
	Iteration 34Q: 3 clusters Score -1.425936e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 114805 members 
Entering Unmasked Estep 
Score: -14259375.000000 Penalty: 3787.100586
	Iteration 35Q: 3 clusters Score -1.425938e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 114821 members 
Entering Unmasked Estep 
Score: -14259376.000000 Penalty: 3787.100586
	Iteration 36Q: 3 clusters Score -1.425938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 114829 members 
Entering Unmasked Estep 
Score: -14259378.000000 Penalty: 3787.100586
	Iteration 37Q: 3 clusters Score -1.425938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 114835 members 
Entering Unmasked Estep 
Score: -14259395.000000 Penalty: 3787.100586
	Iteration 38Q: 3 clusters Score -1.42594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 114837 members 
Entering Unmasked Estep 
Score: -14259393.000000 Penalty: 3787.100586
	Iteration 39Q: 3 clusters Score -1.425939e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 114837 members 
Entering Unmasked Estep 
Score: -14259393.000000 Penalty: 3787.100586
	Iteration 40F: 3 clusters Score -1.425939e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Entering Unmasked Estep 
Score: -117607.109375 Penalty: 1138.588013
	Iteration 0F: 2 clusters Score -117607.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -116162.648438 Penalty: 2277.176025
	Iteration 0F: 3 clusters Score -116162.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -116442.304688 Penalty: 2277.176025
	Iteration 1F: 3 clusters Score -116442.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -116558.875000 Penalty: 2277.176025
	Iteration 2F: 3 clusters Score -116558.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -116655.976562 Penalty: 2277.176025
	Iteration 3Q: 3 clusters Score -116656 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -116748.820312 Penalty: 2277.176025
	Iteration 4Q: 3 clusters Score -116748.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -116799.007812 Penalty: 2277.176025
	Iteration 5Q: 3 clusters Score -116799 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -116837.843750 Penalty: 2277.176025
	Iteration 6Q: 3 clusters Score -116837.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -116868.359375 Penalty: 2277.176025
	Iteration 7Q: 3 clusters Score -116868.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -116905.523438 Penalty: 2277.176025
	Iteration 8Q: 3 clusters Score -116905.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -116958.476562 Penalty: 2277.176025
	Iteration 9Q: 3 clusters Score -116958.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -117014.648438 Penalty: 2277.176025
	Iteration 10Q: 3 clusters Score -117014.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -117067.085938 Penalty: 2277.176025
	Iteration 11Q: 3 clusters Score -117067.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -117098.234375 Penalty: 2277.176025
	Iteration 12Q: 3 clusters Score -117098.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -117124.343750 Penalty: 2277.176025
	Iteration 13Q: 3 clusters Score -117124.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -117137.203125 Penalty: 2277.176025
	Iteration 14Q: 3 clusters Score -117137.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -117149.289062 Penalty: 2277.176025
	Iteration 15Q: 3 clusters Score -117149.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -117153.765625 Penalty: 2277.176025
	Iteration 16Q: 3 clusters Score -117153.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -117160.312500 Penalty: 2277.176025
	Iteration 17Q: 3 clusters Score -117160.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -117169.734375 Penalty: 2277.176025
	Iteration 18Q: 3 clusters Score -117169.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -117178.875000 Penalty: 2277.176025
	Iteration 19Q: 3 clusters Score -117178.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -117185.085938 Penalty: 2277.176025
	Iteration 20F: 3 clusters Score -117185.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -117194.359375 Penalty: 2277.176025
	Iteration 21Q: 3 clusters Score -117194.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -117199.937500 Penalty: 2277.176025
	Iteration 22Q: 3 clusters Score -117199.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -117203.062500 Penalty: 2277.176025
	Iteration 23Q: 3 clusters Score -117203.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -117206.671875 Penalty: 2277.176025
	Iteration 24Q: 3 clusters Score -117206.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -117210.554688 Penalty: 2277.176025
	Iteration 25Q: 3 clusters Score -117210.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -117215.445312 Penalty: 2277.176025
	Iteration 26Q: 3 clusters Score -117215.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -117219.562500 Penalty: 2277.176025
	Iteration 27Q: 3 clusters Score -117219.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -117223.507812 Penalty: 2277.176025
	Iteration 28Q: 3 clusters Score -117223.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -117231.023438 Penalty: 2277.176025
	Iteration 29Q: 3 clusters Score -117231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -117232.359375 Penalty: 2277.176025
	Iteration 30Q: 3 clusters Score -117232.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -117233.046875 Penalty: 2277.176025
	Iteration 31Q: 3 clusters Score -117233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -117233.046875 Penalty: 2277.176025
	Iteration 32F: 3 clusters Score -117233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Entering Unmasked Estep 
Score: -170858.625000 Penalty: 1192.463745
	Iteration 0F: 2 clusters Score -170858.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -169058.656250 Penalty: 2384.927490
	Iteration 0F: 3 clusters Score -169058.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -169440.656250 Penalty: 2384.927490
	Iteration 1F: 3 clusters Score -169440.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -169568.656250 Penalty: 2384.927490
	Iteration 2F: 3 clusters Score -169568.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -169657.750000 Penalty: 2384.927490
	Iteration 3Q: 3 clusters Score -169657.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -169758.750000 Penalty: 2384.927490
	Iteration 4Q: 3 clusters Score -169758.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -169827.578125 Penalty: 2384.927490
	Iteration 5Q: 3 clusters Score -169827.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -169890.625000 Penalty: 2384.927490
	Iteration 6Q: 3 clusters Score -169890.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -169958.359375 Penalty: 2384.927490
	Iteration 7Q: 3 clusters Score -169958.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -170009.671875 Penalty: 2384.927490
	Iteration 8Q: 3 clusters Score -170009.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -170075.734375 Penalty: 2384.927490
	Iteration 9Q: 3 clusters Score -170075.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -170160.031250 Penalty: 2384.927490
	Iteration 10Q: 3 clusters Score -170160 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -170235.015625 Penalty: 2384.927490
	Iteration 11Q: 3 clusters Score -170235 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -170310.171875 Penalty: 2384.927490
	Iteration 12Q: 3 clusters Score -170310.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -170367.703125 Penalty: 2384.927490
	Iteration 13Q: 3 clusters Score -170367.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -170431.109375 Penalty: 2384.927490
	Iteration 14Q: 3 clusters Score -170431.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -170483.640625 Penalty: 2384.927490
	Iteration 15Q: 3 clusters Score -170483.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -170542.171875 Penalty: 2384.927490
	Iteration 16Q: 3 clusters Score -170542.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -170603.203125 Penalty: 2384.927490
	Iteration 17Q: 3 clusters Score -170603.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -170665.390625 Penalty: 2384.927490
	Iteration 18Q: 3 clusters Score -170665.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -170716.875000 Penalty: 2384.927490
	Iteration 19Q: 3 clusters Score -170716.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -170735.390625 Penalty: 2384.927490
	Iteration 20F: 3 clusters Score -170735.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -170747.031250 Penalty: 2384.927490
	Iteration 21Q: 3 clusters Score -170747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -170752.843750 Penalty: 2384.927490
	Iteration 22Q: 3 clusters Score -170752.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -170760.031250 Penalty: 2384.927490
	Iteration 23Q: 3 clusters Score -170760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -170774.375000 Penalty: 2384.927490
	Iteration 24Q: 3 clusters Score -170774.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -170783.015625 Penalty: 2384.927490
	Iteration 25Q: 3 clusters Score -170783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -170788.296875 Penalty: 2384.927490
	Iteration 26Q: 3 clusters Score -170788.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -170788.296875 Penalty: 2384.927490
	Iteration 27F: 3 clusters Score -170788.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Entering Unmasked Estep 
Score: -831562.750000 Penalty: 1437.579102
	Iteration 0F: 2 clusters Score -831562.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -826393.312500 Penalty: 2875.158203
	Iteration 0F: 3 clusters Score -826393.3 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -828115.625000 Penalty: 2875.158203
	Iteration 1F: 3 clusters Score -828115.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -828428.687500 Penalty: 2875.158203
	Iteration 2F: 3 clusters Score -828428.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -828683.562500 Penalty: 2875.158203
	Iteration 3F: 3 clusters Score -828683.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -828894.062500 Penalty: 2875.158203
	Iteration 4F: 3 clusters Score -828894.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -829089.000000 Penalty: 2875.158203
	Iteration 5Q: 3 clusters Score -829089 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -829309.750000 Penalty: 2875.158203
	Iteration 6Q: 3 clusters Score -829309.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -829570.750000 Penalty: 2875.158203
	Iteration 7Q: 3 clusters Score -829570.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -829844.187500 Penalty: 2875.158203
	Iteration 8Q: 3 clusters Score -829844.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -830157.500000 Penalty: 2875.158203
	Iteration 9Q: 3 clusters Score -830157.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -830402.562500 Penalty: 2875.158203
	Iteration 10Q: 3 clusters Score -830402.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -830603.375000 Penalty: 2875.158203
	Iteration 11Q: 3 clusters Score -830603.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -830730.625000 Penalty: 2875.158203
	Iteration 12Q: 3 clusters Score -830730.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -830820.187500 Penalty: 2875.158203
	Iteration 13Q: 3 clusters Score -830820.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -830875.312500 Penalty: 2875.158203
	Iteration 14Q: 3 clusters Score -830875.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -830916.187500 Penalty: 2875.158203
	Iteration 15Q: 3 clusters Score -830916.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -830952.125000 Penalty: 2875.158203
	Iteration 16Q: 3 clusters Score -830952.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -830989.000000 Penalty: 2875.158203
	Iteration 17Q: 3 clusters Score -830989 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -831008.687500 Penalty: 2875.158203
	Iteration 18Q: 3 clusters Score -831008.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -831026.750000 Penalty: 2875.158203
	Iteration 19Q: 3 clusters Score -831026.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -831041.500000 Penalty: 2875.158203
	Iteration 20F: 3 clusters Score -831041.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -831052.375000 Penalty: 2875.158203
	Iteration 21Q: 3 clusters Score -831052.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -831064.437500 Penalty: 2875.158203
	Iteration 22Q: 3 clusters Score -831064.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -831067.000000 Penalty: 2875.158203
	Iteration 23Q: 3 clusters Score -831067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -831071.375000 Penalty: 2875.158203
	Iteration 24Q: 3 clusters Score -831071.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -831074.062500 Penalty: 2875.158203
	Iteration 25Q: 3 clusters Score -831074.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -831077.812500 Penalty: 2875.158203
	Iteration 26Q: 3 clusters Score -831077.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -831076.812500 Penalty: 2875.158203
	Iteration 27Q: 3 clusters Score -831076.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -831077.062500 Penalty: 2875.158203
	Iteration 28Q: 3 clusters Score -831077.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -831077.000000 Penalty: 2875.158203
	Iteration 29Q: 3 clusters Score -831077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -831078.687500 Penalty: 2875.158203
	Iteration 30Q: 3 clusters Score -831078.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -831079.687500 Penalty: 2875.158203
	Iteration 31Q: 3 clusters Score -831079.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -831079.875000 Penalty: 2875.158203
	Iteration 32Q: 3 clusters Score -831079.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -831079.875000 Penalty: 2875.158203
	Iteration 33F: 3 clusters Score -831079.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Entering Unmasked Estep 
Score: -1206531.125000 Penalty: 1492.299316
	Iteration 0F: 2 clusters Score -1206531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1199574.250000 Penalty: 2984.598633
	Iteration 0F: 3 clusters Score -1199574 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1202043.375000 Penalty: 2984.598633
	Iteration 1F: 3 clusters Score -1202043 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1202400.250000 Penalty: 2984.598633
	Iteration 2F: 3 clusters Score -1202400 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1202737.875000 Penalty: 2984.598633
	Iteration 3F: 3 clusters Score -1202738 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1203073.500000 Penalty: 2984.598633
	Iteration 4F: 3 clusters Score -1203074 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1203351.375000 Penalty: 2984.598633
	Iteration 5Q: 3 clusters Score -1203351 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1203592.625000 Penalty: 2984.598633
	Iteration 6Q: 3 clusters Score -1203593 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1203821.250000 Penalty: 2984.598633
	Iteration 7Q: 3 clusters Score -1203821 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1204054.000000 Penalty: 2984.598633
	Iteration 8Q: 3 clusters Score -1204054 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1204259.625000 Penalty: 2984.598633
	Iteration 9Q: 3 clusters Score -1204260 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1204426.375000 Penalty: 2984.598633
	Iteration 10Q: 3 clusters Score -1204426 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1204528.500000 Penalty: 2984.598633
	Iteration 11Q: 3 clusters Score -1204528 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1204602.500000 Penalty: 2984.598633
	Iteration 12Q: 3 clusters Score -1204602 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1204656.125000 Penalty: 2984.598633
	Iteration 13Q: 3 clusters Score -1204656 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1204695.875000 Penalty: 2984.598633
	Iteration 14Q: 3 clusters Score -1204696 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1204723.500000 Penalty: 2984.598633
	Iteration 15Q: 3 clusters Score -1204724 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1204746.500000 Penalty: 2984.598633
	Iteration 16Q: 3 clusters Score -1204746 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1204763.250000 Penalty: 2984.598633
	Iteration 17Q: 3 clusters Score -1204763 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1204786.000000 Penalty: 2984.598633
	Iteration 18Q: 3 clusters Score -1204786 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1204797.000000 Penalty: 2984.598633
	Iteration 19Q: 3 clusters Score -1204797 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1204817.125000 Penalty: 2984.598633
	Iteration 20F: 3 clusters Score -1204817 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1204836.000000 Penalty: 2984.598633
	Iteration 21Q: 3 clusters Score -1204836 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1204851.375000 Penalty: 2984.598633
	Iteration 22Q: 3 clusters Score -1204851 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1204859.000000 Penalty: 2984.598633
	Iteration 23Q: 3 clusters Score -1204859 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1204873.125000 Penalty: 2984.598633
	Iteration 24Q: 3 clusters Score -1204873 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1204882.875000 Penalty: 2984.598633
	Iteration 25Q: 3 clusters Score -1204883 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1204893.625000 Penalty: 2984.598633
	Iteration 26Q: 3 clusters Score -1204894 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1204906.000000 Penalty: 2984.598633
	Iteration 27Q: 3 clusters Score -1204906 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1204914.000000 Penalty: 2984.598633
	Iteration 28Q: 3 clusters Score -1204914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1204918.250000 Penalty: 2984.598633
	Iteration 29Q: 3 clusters Score -1204918 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1204928.750000 Penalty: 2984.598633
	Iteration 30Q: 3 clusters Score -1204929 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1204938.750000 Penalty: 2984.598633
	Iteration 31Q: 3 clusters Score -1204939 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1204946.875000 Penalty: 2984.598633
	Iteration 32Q: 3 clusters Score -1204947 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1204952.250000 Penalty: 2984.598633
	Iteration 33Q: 3 clusters Score -1204952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1204962.000000 Penalty: 2984.598633
	Iteration 34Q: 3 clusters Score -1204962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1204971.625000 Penalty: 2984.598633
	Iteration 35Q: 3 clusters Score -1204972 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1204979.500000 Penalty: 2984.598633
	Iteration 36Q: 3 clusters Score -1204980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1204992.375000 Penalty: 2984.598633
	Iteration 37Q: 3 clusters Score -1204992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1205000.625000 Penalty: 2984.598633
	Iteration 38Q: 3 clusters Score -1205001 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1205008.875000 Penalty: 2984.598633
	Iteration 39Q: 3 clusters Score -1205009 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1205012.500000 Penalty: 2984.598633
	Iteration 40F: 3 clusters Score -1205012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1205016.750000 Penalty: 2984.598633
	Iteration 41Q: 3 clusters Score -1205017 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1205023.000000 Penalty: 2984.598633
	Iteration 42Q: 3 clusters Score -1205023 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1205031.625000 Penalty: 2984.598633
	Iteration 43Q: 3 clusters Score -1205032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1205037.625000 Penalty: 2984.598633
	Iteration 44Q: 3 clusters Score -1205038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1205042.500000 Penalty: 2984.598633
	Iteration 45Q: 3 clusters Score -1205042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1205044.250000 Penalty: 2984.598633
	Iteration 46Q: 3 clusters Score -1205044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1205050.875000 Penalty: 2984.598633
	Iteration 47Q: 3 clusters Score -1205051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1205051.375000 Penalty: 2984.598633
	Iteration 48Q: 3 clusters Score -1205051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1205053.875000 Penalty: 2984.598633
	Iteration 49Q: 3 clusters Score -1205054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1205055.625000 Penalty: 2984.598633
	Iteration 50Q: 3 clusters Score -1205056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1205060.000000 Penalty: 2984.598633
	Iteration 51Q: 3 clusters Score -1205060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1205061.750000 Penalty: 2984.598633
	Iteration 52Q: 3 clusters Score -1205062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1205061.625000 Penalty: 2984.598633
	Iteration 53Q: 3 clusters Score -1205062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1205065.125000 Penalty: 2984.598633
	Iteration 54Q: 3 clusters Score -1205065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1205064.375000 Penalty: 2984.598633
	Iteration 55Q: 3 clusters Score -1205064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1205066.750000 Penalty: 2984.598633
	Iteration 56Q: 3 clusters Score -1205067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1205068.125000 Penalty: 2984.598633
	Iteration 57Q: 3 clusters Score -1205068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1205069.250000 Penalty: 2984.598633
	Iteration 58Q: 3 clusters Score -1205069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1205069.125000 Penalty: 2984.598633
	Iteration 59Q: 3 clusters Score -1205069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1205069.375000 Penalty: 2984.598633
	Iteration 60F: 3 clusters Score -1205069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1205070.875000 Penalty: 2984.598633
	Iteration 61Q: 3 clusters Score -1205071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1205070.125000 Penalty: 2984.598633
	Iteration 62Q: 3 clusters Score -1205070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1205071.125000 Penalty: 2984.598633
	Iteration 63Q: 3 clusters Score -1205071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1205072.750000 Penalty: 2984.598633
	Iteration 64Q: 3 clusters Score -1205073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1205072.000000 Penalty: 2984.598633
	Iteration 65Q: 3 clusters Score -1205072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1205071.875000 Penalty: 2984.598633
	Iteration 66Q: 3 clusters Score -1205072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1205073.875000 Penalty: 2984.598633
	Iteration 67Q: 3 clusters Score -1205074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1205073.875000 Penalty: 2984.598633
	Iteration 68F: 3 clusters Score -1205074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (92569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92569 members 
Entering Unmasked Estep 
Score: -11655537.000000 Penalty: 1858.302856
	Iteration 0F: 2 clusters Score -1.165554e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -11595783.000000 Penalty: 3716.605713
	Iteration 0F: 3 clusters Score -1.159578e+07 nChanged 44536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -11622256.000000 Penalty: 3716.605713
	Iteration 1F: 3 clusters Score -1.162226e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Mstep: Class 2 contains 45792 members 
Entering Unmasked Estep 
Score: -11623624.000000 Penalty: 3716.605713
	Iteration 2Q: 3 clusters Score -1.162362e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -11625582.000000 Penalty: 3716.605713
	Iteration 3Q: 3 clusters Score -1.162558e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48468 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -11628442.000000 Penalty: 3716.605713
	Iteration 4F: 3 clusters Score -1.162844e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49981 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -11632060.000000 Penalty: 3716.605713
	Iteration 5F: 3 clusters Score -1.163206e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51971 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -11636288.000000 Penalty: 3716.605713
	Iteration 6F: 3 clusters Score -1.163629e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54097 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -11640370.000000 Penalty: 3716.605713
	Iteration 7F: 3 clusters Score -1.164037e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56091 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -11643630.000000 Penalty: 3716.605713
	Iteration 8F: 3 clusters Score -1.164363e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57995 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -11645682.000000 Penalty: 3716.605713
	Iteration 9Q: 3 clusters Score -1.164568e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59751 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -11646851.000000 Penalty: 3716.605713
	Iteration 10Q: 3 clusters Score -1.164685e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61568 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -11647573.000000 Penalty: 3716.605713
	Iteration 11Q: 3 clusters Score -1.164757e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63460 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -11648122.000000 Penalty: 3716.605713
	Iteration 12Q: 3 clusters Score -1.164812e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65359 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -11648728.000000 Penalty: 3716.605713
	Iteration 13Q: 3 clusters Score -1.164873e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67290 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -11649189.000000 Penalty: 3716.605713
	Iteration 14Q: 3 clusters Score -1.164919e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69228 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -11649673.000000 Penalty: 3716.605713
	Iteration 15Q: 3 clusters Score -1.164967e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71202 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -11650147.000000 Penalty: 3716.605713
	Iteration 16Q: 3 clusters Score -1.165015e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73156 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -11650556.000000 Penalty: 3716.605713
	Iteration 17Q: 3 clusters Score -1.165056e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75032 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -11651105.000000 Penalty: 3716.605713
	Iteration 18Q: 3 clusters Score -1.16511e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76731 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -11651562.000000 Penalty: 3716.605713
	Iteration 19Q: 3 clusters Score -1.165156e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78402 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -11652014.000000 Penalty: 3716.605713
	Iteration 20F: 3 clusters Score -1.165201e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80004 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -11652532.000000 Penalty: 3716.605713
	Iteration 21Q: 3 clusters Score -1.165253e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81457 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -11653012.000000 Penalty: 3716.605713
	Iteration 22Q: 3 clusters Score -1.165301e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82831 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -11653468.000000 Penalty: 3716.605713
	Iteration 23Q: 3 clusters Score -1.165347e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84034 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -11653841.000000 Penalty: 3716.605713
	Iteration 24Q: 3 clusters Score -1.165384e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85059 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -11654163.000000 Penalty: 3716.605713
	Iteration 25Q: 3 clusters Score -1.165416e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85967 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -11654377.000000 Penalty: 3716.605713
	Iteration 26Q: 3 clusters Score -1.165438e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86736 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -11654541.000000 Penalty: 3716.605713
	Iteration 27Q: 3 clusters Score -1.165454e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87433 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -11654727.000000 Penalty: 3716.605713
	Iteration 28Q: 3 clusters Score -1.165473e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88010 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -11654817.000000 Penalty: 3716.605713
	Iteration 29Q: 3 clusters Score -1.165482e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88483 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -11654923.000000 Penalty: 3716.605713
	Iteration 30Q: 3 clusters Score -1.165492e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88888 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -11655026.000000 Penalty: 3716.605713
	Iteration 31Q: 3 clusters Score -1.165503e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89215 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -11655091.000000 Penalty: 3716.605713
	Iteration 32Q: 3 clusters Score -1.165509e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89514 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -11655139.000000 Penalty: 3716.605713
	Iteration 33Q: 3 clusters Score -1.165514e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89776 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -11655109.000000 Penalty: 3716.605713
	Iteration 34Q: 3 clusters Score -1.165511e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90010 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -11655043.000000 Penalty: 3716.605713
	Iteration 35Q: 3 clusters Score -1.165504e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90235 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -11654991.000000 Penalty: 3716.605713
	Iteration 36Q: 3 clusters Score -1.165499e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90438 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -11654939.000000 Penalty: 3716.605713
	Iteration 37Q: 3 clusters Score -1.165494e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90622 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -11654882.000000 Penalty: 3716.605713
	Iteration 38Q: 3 clusters Score -1.165488e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90774 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -11654888.000000 Penalty: 3716.605713
	Iteration 39Q: 3 clusters Score -1.165489e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90900 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -11654823.000000 Penalty: 3716.605713
	Iteration 40F: 3 clusters Score -1.165482e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91034 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -11654755.000000 Penalty: 3716.605713
	Iteration 41Q: 3 clusters Score -1.165476e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91157 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -11654713.000000 Penalty: 3716.605713
	Iteration 42Q: 3 clusters Score -1.165471e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91277 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -11654662.000000 Penalty: 3716.605713
	Iteration 43Q: 3 clusters Score -1.165466e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91357 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -11654631.000000 Penalty: 3716.605713
	Iteration 44Q: 3 clusters Score -1.165463e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91422 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -11654610.000000 Penalty: 3716.605713
	Iteration 45Q: 3 clusters Score -1.165461e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91473 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -11654606.000000 Penalty: 3716.605713
	Iteration 46Q: 3 clusters Score -1.165461e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91523 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -11654616.000000 Penalty: 3716.605713
	Iteration 47Q: 3 clusters Score -1.165462e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91564 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -11654616.000000 Penalty: 3716.605713
	Iteration 48Q: 3 clusters Score -1.165462e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91607 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -11654581.000000 Penalty: 3716.605713
	Iteration 49Q: 3 clusters Score -1.165458e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91642 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -11654571.000000 Penalty: 3716.605713
	Iteration 50Q: 3 clusters Score -1.165457e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91663 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -11654569.000000 Penalty: 3716.605713
	Iteration 51Q: 3 clusters Score -1.165457e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91685 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -11654556.000000 Penalty: 3716.605713
	Iteration 52Q: 3 clusters Score -1.165456e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91711 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -11654534.000000 Penalty: 3716.605713
	Iteration 53Q: 3 clusters Score -1.165453e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91729 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -11654544.000000 Penalty: 3716.605713
	Iteration 54Q: 3 clusters Score -1.165454e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91745 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -11654529.000000 Penalty: 3716.605713
	Iteration 55Q: 3 clusters Score -1.165453e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91757 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -11654520.000000 Penalty: 3716.605713
	Iteration 56Q: 3 clusters Score -1.165452e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91765 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -11654525.000000 Penalty: 3716.605713
	Iteration 57Q: 3 clusters Score -1.165452e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91775 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -11654513.000000 Penalty: 3716.605713
	Iteration 58Q: 3 clusters Score -1.165451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91784 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -11654518.000000 Penalty: 3716.605713
	Iteration 59Q: 3 clusters Score -1.165452e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91796 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -11654509.000000 Penalty: 3716.605713
	Iteration 60F: 3 clusters Score -1.165451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91804 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -11654508.000000 Penalty: 3716.605713
	Iteration 61Q: 3 clusters Score -1.165451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91810 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -11654510.000000 Penalty: 3716.605713
	Iteration 62Q: 3 clusters Score -1.165451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91815 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -11654496.000000 Penalty: 3716.605713
	Iteration 63Q: 3 clusters Score -1.16545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91819 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -11654493.000000 Penalty: 3716.605713
	Iteration 64Q: 3 clusters Score -1.165449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91820 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -11654490.000000 Penalty: 3716.605713
	Iteration 65Q: 3 clusters Score -1.165449e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91820 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -11654490.000000 Penalty: 3716.605713
	Iteration 66F: 3 clusters Score -1.165449e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Entering Unmasked Estep 
Score: -312227.062500 Penalty: 1275.324829
	Iteration 0F: 2 clusters Score -312227.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -309778.281250 Penalty: 2550.649658
	Iteration 0F: 3 clusters Score -309778.3 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -310291.375000 Penalty: 2550.649658
	Iteration 1F: 3 clusters Score -310291.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -310378.937500 Penalty: 2550.649658
	Iteration 2F: 3 clusters Score -310378.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -310432.531250 Penalty: 2550.649658
	Iteration 3Q: 3 clusters Score -310432.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -310466.937500 Penalty: 2550.649658
	Iteration 4Q: 3 clusters Score -310466.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -310492.843750 Penalty: 2550.649658
	Iteration 5Q: 3 clusters Score -310492.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -310520.156250 Penalty: 2550.649658
	Iteration 6Q: 3 clusters Score -310520.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -310545.906250 Penalty: 2550.649658
	Iteration 7Q: 3 clusters Score -310545.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -310564.718750 Penalty: 2550.649658
	Iteration 8Q: 3 clusters Score -310564.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -310587.031250 Penalty: 2550.649658
	Iteration 9Q: 3 clusters Score -310587 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -310615.062500 Penalty: 2550.649658
	Iteration 10Q: 3 clusters Score -310615.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -310657.468750 Penalty: 2550.649658
	Iteration 11Q: 3 clusters Score -310657.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -310690.125000 Penalty: 2550.649658
	Iteration 12Q: 3 clusters Score -310690.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -310717.406250 Penalty: 2550.649658
	Iteration 13Q: 3 clusters Score -310717.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -310741.875000 Penalty: 2550.649658
	Iteration 14Q: 3 clusters Score -310741.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -310765.062500 Penalty: 2550.649658
	Iteration 15Q: 3 clusters Score -310765.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -310782.718750 Penalty: 2550.649658
	Iteration 16Q: 3 clusters Score -310782.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -310796.968750 Penalty: 2550.649658
	Iteration 17Q: 3 clusters Score -310797 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -310820.312500 Penalty: 2550.649658
	Iteration 18Q: 3 clusters Score -310820.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -310844.687500 Penalty: 2550.649658
	Iteration 19Q: 3 clusters Score -310844.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -310864.562500 Penalty: 2550.649658
	Iteration 20F: 3 clusters Score -310864.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -310887.468750 Penalty: 2550.649658
	Iteration 21Q: 3 clusters Score -310887.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -310919.343750 Penalty: 2550.649658
	Iteration 22Q: 3 clusters Score -310919.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -310964.500000 Penalty: 2550.649658
	Iteration 23Q: 3 clusters Score -310964.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -311025.593750 Penalty: 2550.649658
	Iteration 24Q: 3 clusters Score -311025.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -311087.656250 Penalty: 2550.649658
	Iteration 25Q: 3 clusters Score -311087.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -311131.281250 Penalty: 2550.649658
	Iteration 26Q: 3 clusters Score -311131.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -311171.781250 Penalty: 2550.649658
	Iteration 27Q: 3 clusters Score -311171.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -311230.625000 Penalty: 2550.649658
	Iteration 28Q: 3 clusters Score -311230.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -311311.531250 Penalty: 2550.649658
	Iteration 29Q: 3 clusters Score -311311.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -311484.000000 Penalty: 2550.649658
	Iteration 30Q: 3 clusters Score -311484 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -311732.218750 Penalty: 2550.649658
	Iteration 31Q: 3 clusters Score -311732.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -311851.531250 Penalty: 2550.649658
	Iteration 32Q: 3 clusters Score -311851.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -311909.468750 Penalty: 2550.649658
	Iteration 33Q: 3 clusters Score -311909.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -311947.250000 Penalty: 2550.649658
	Iteration 34Q: 3 clusters Score -311947.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -311985.593750 Penalty: 2550.649658
	Iteration 35Q: 3 clusters Score -311985.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -311995.500000 Penalty: 2550.649658
	Iteration 36Q: 3 clusters Score -311995.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -311997.000000 Penalty: 2550.649658
	Iteration 37Q: 3 clusters Score -311997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -311997.468750 Penalty: 2550.649658
	Iteration 38Q: 3 clusters Score -311997.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -311998.250000 Penalty: 2550.649658
	Iteration 39Q: 3 clusters Score -311998.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -311998.250000 Penalty: 2550.649658
	Iteration 40F: 3 clusters Score -311998.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (104069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104069 members 
Entering Unmasked Estep 
Score: -13056301.000000 Penalty: 1877.331543
	Iteration 0F: 2 clusters Score -1.30563e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52057 members 
Mstep: Class 2 contains 52012 members 
Entering Unmasked Estep 
Score: -12989995.000000 Penalty: 3754.663086
	Iteration 0F: 3 clusters Score -1.299e+07 nChanged 49656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52841 members 
Mstep: Class 2 contains 51228 members 
Entering Unmasked Estep 
Score: -13019046.000000 Penalty: 3754.663086
	Iteration 1F: 3 clusters Score -1.301905e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 51274 members 
Entering Unmasked Estep 
Score: -13020028.000000 Penalty: 3754.663086
	Iteration 2Q: 3 clusters Score -1.302003e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Mstep: Class 2 contains 51451 members 
Entering Unmasked Estep 
Score: -13021308.000000 Penalty: 3754.663086
	Iteration 3Q: 3 clusters Score -1.302131e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52356 members 
Mstep: Class 2 contains 51713 members 
Entering Unmasked Estep 
Score: -13023226.000000 Penalty: 3754.663086
	Iteration 4Q: 3 clusters Score -1.302323e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51935 members 
Mstep: Class 2 contains 52134 members 
Entering Unmasked Estep 
Score: -13026588.000000 Penalty: 3754.663086
	Iteration 5F: 3 clusters Score -1.302659e+07 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51557 members 
Mstep: Class 2 contains 52512 members 
Entering Unmasked Estep 
Score: -13031295.000000 Penalty: 3754.663086
	Iteration 6F: 3 clusters Score -1.30313e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51079 members 
Mstep: Class 2 contains 52990 members 
Entering Unmasked Estep 
Score: -13036858.000000 Penalty: 3754.663086
	Iteration 7F: 3 clusters Score -1.303686e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50671 members 
Mstep: Class 2 contains 53398 members 
Entering Unmasked Estep 
Score: -13040815.000000 Penalty: 3754.663086
	Iteration 8F: 3 clusters Score -1.304082e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50492 members 
Mstep: Class 2 contains 53577 members 
Entering Unmasked Estep 
Score: -13042167.000000 Penalty: 3754.663086
	Iteration 9Q: 3 clusters Score -1.304217e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50401 members 
Mstep: Class 2 contains 53668 members 
Entering Unmasked Estep 
Score: -13042537.000000 Penalty: 3754.663086
	Iteration 10Q: 3 clusters Score -1.304254e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 53803 members 
Entering Unmasked Estep 
Score: -13042710.000000 Penalty: 3754.663086
	Iteration 11Q: 3 clusters Score -1.304271e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50137 members 
Mstep: Class 2 contains 53932 members 
Entering Unmasked Estep 
Score: -13042930.000000 Penalty: 3754.663086
	Iteration 12Q: 3 clusters Score -1.304293e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50009 members 
Mstep: Class 2 contains 54060 members 
Entering Unmasked Estep 
Score: -13043114.000000 Penalty: 3754.663086
	Iteration 13Q: 3 clusters Score -1.304311e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49899 members 
Mstep: Class 2 contains 54170 members 
Entering Unmasked Estep 
Score: -13043252.000000 Penalty: 3754.663086
	Iteration 14Q: 3 clusters Score -1.304325e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49764 members 
Mstep: Class 2 contains 54305 members 
Entering Unmasked Estep 
Score: -13043427.000000 Penalty: 3754.663086
	Iteration 15Q: 3 clusters Score -1.304343e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49608 members 
Mstep: Class 2 contains 54461 members 
Entering Unmasked Estep 
Score: -13043624.000000 Penalty: 3754.663086
	Iteration 16Q: 3 clusters Score -1.304362e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 54611 members 
Entering Unmasked Estep 
Score: -13043827.000000 Penalty: 3754.663086
	Iteration 17Q: 3 clusters Score -1.304383e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49312 members 
Mstep: Class 2 contains 54757 members 
Entering Unmasked Estep 
Score: -13044174.000000 Penalty: 3754.663086
	Iteration 18Q: 3 clusters Score -1.304417e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Mstep: Class 2 contains 54827 members 
Entering Unmasked Estep 
Score: -13044417.000000 Penalty: 3754.663086
	Iteration 19Q: 3 clusters Score -1.304442e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 54911 members 
Entering Unmasked Estep 
Score: -13044594.000000 Penalty: 3754.663086
	Iteration 20F: 3 clusters Score -1.304459e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 55022 members 
Entering Unmasked Estep 
Score: -13044872.000000 Penalty: 3754.663086
	Iteration 21Q: 3 clusters Score -1.304487e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48963 members 
Mstep: Class 2 contains 55106 members 
Entering Unmasked Estep 
Score: -13045097.000000 Penalty: 3754.663086
	Iteration 22Q: 3 clusters Score -1.30451e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 55173 members 
Entering Unmasked Estep 
Score: -13045343.000000 Penalty: 3754.663086
	Iteration 23Q: 3 clusters Score -1.304534e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 55213 members 
Entering Unmasked Estep 
Score: -13045615.000000 Penalty: 3754.663086
	Iteration 24Q: 3 clusters Score -1.304562e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48819 members 
Mstep: Class 2 contains 55250 members 
Entering Unmasked Estep 
Score: -13045860.000000 Penalty: 3754.663086
	Iteration 25Q: 3 clusters Score -1.304586e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48783 members 
Mstep: Class 2 contains 55286 members 
Entering Unmasked Estep 
Score: -13046158.000000 Penalty: 3754.663086
	Iteration 26Q: 3 clusters Score -1.304616e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48785 members 
Mstep: Class 2 contains 55284 members 
Entering Unmasked Estep 
Score: -13046296.000000 Penalty: 3754.663086
	Iteration 27Q: 3 clusters Score -1.30463e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48867 members 
Mstep: Class 2 contains 55202 members 
Entering Unmasked Estep 
Score: -13046586.000000 Penalty: 3754.663086
	Iteration 28Q: 3 clusters Score -1.304659e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49016 members 
Mstep: Class 2 contains 55053 members 
Entering Unmasked Estep 
Score: -13046784.000000 Penalty: 3754.663086
	Iteration 29Q: 3 clusters Score -1.304678e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 54866 members 
Entering Unmasked Estep 
Score: -13046904.000000 Penalty: 3754.663086
	Iteration 30Q: 3 clusters Score -1.30469e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49489 members 
Mstep: Class 2 contains 54580 members 
Entering Unmasked Estep 
Score: -13046960.000000 Penalty: 3754.663086
	Iteration 31Q: 3 clusters Score -1.304696e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49786 members 
Mstep: Class 2 contains 54283 members 
Entering Unmasked Estep 
Score: -13047128.000000 Penalty: 3754.663086
	Iteration 32Q: 3 clusters Score -1.304713e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50086 members 
Mstep: Class 2 contains 53983 members 
Entering Unmasked Estep 
Score: -13047174.000000 Penalty: 3754.663086
	Iteration 33Q: 3 clusters Score -1.304717e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50345 members 
Mstep: Class 2 contains 53724 members 
Entering Unmasked Estep 
Score: -13047194.000000 Penalty: 3754.663086
	Iteration 34Q: 3 clusters Score -1.304719e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Mstep: Class 2 contains 53448 members 
Entering Unmasked Estep 
Score: -13047175.000000 Penalty: 3754.663086
	Iteration 35Q: 3 clusters Score -1.304718e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 53164 members 
Entering Unmasked Estep 
Score: -13047216.000000 Penalty: 3754.663086
	Iteration 36Q: 3 clusters Score -1.304722e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 52897 members 
Entering Unmasked Estep 
Score: -13047254.000000 Penalty: 3754.663086
	Iteration 37Q: 3 clusters Score -1.304725e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51451 members 
Mstep: Class 2 contains 52618 members 
Entering Unmasked Estep 
Score: -13047241.000000 Penalty: 3754.663086
	Iteration 38Q: 3 clusters Score -1.304724e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51719 members 
Mstep: Class 2 contains 52350 members 
Entering Unmasked Estep 
Score: -13047297.000000 Penalty: 3754.663086
	Iteration 39Q: 3 clusters Score -1.30473e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51943 members 
Mstep: Class 2 contains 52126 members 
Entering Unmasked Estep 
Score: -13047320.000000 Penalty: 3754.663086
	Iteration 40F: 3 clusters Score -1.304732e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52181 members 
Mstep: Class 2 contains 51888 members 
Entering Unmasked Estep 
Score: -13047304.000000 Penalty: 3754.663086
	Iteration 41Q: 3 clusters Score -1.30473e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52464 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
Score: -13047333.000000 Penalty: 3754.663086
	Iteration 42Q: 3 clusters Score -1.304733e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52771 members 
Mstep: Class 2 contains 51298 members 
Entering Unmasked Estep 
Score: -13047355.000000 Penalty: 3754.663086
	Iteration 43Q: 3 clusters Score -1.304736e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53075 members 
Mstep: Class 2 contains 50994 members 
Entering Unmasked Estep 
Score: -13047369.000000 Penalty: 3754.663086
	Iteration 44Q: 3 clusters Score -1.304737e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53356 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -13047423.000000 Penalty: 3754.663086
	Iteration 45Q: 3 clusters Score -1.304742e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53620 members 
Mstep: Class 2 contains 50449 members 
Entering Unmasked Estep 
Score: -13047473.000000 Penalty: 3754.663086
	Iteration 46Q: 3 clusters Score -1.304747e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53880 members 
Mstep: Class 2 contains 50189 members 
Entering Unmasked Estep 
Score: -13047476.000000 Penalty: 3754.663086
	Iteration 47Q: 3 clusters Score -1.304748e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54143 members 
Mstep: Class 2 contains 49926 members 
Entering Unmasked Estep 
Score: -13047541.000000 Penalty: 3754.663086
	Iteration 48Q: 3 clusters Score -1.304754e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54401 members 
Mstep: Class 2 contains 49668 members 
Entering Unmasked Estep 
Score: -13047567.000000 Penalty: 3754.663086
	Iteration 49Q: 3 clusters Score -1.304757e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54647 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -13047597.000000 Penalty: 3754.663086
	Iteration 50Q: 3 clusters Score -1.30476e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54880 members 
Mstep: Class 2 contains 49189 members 
Entering Unmasked Estep 
Score: -13047612.000000 Penalty: 3754.663086
	Iteration 51Q: 3 clusters Score -1.304761e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55117 members 
Mstep: Class 2 contains 48952 members 
Entering Unmasked Estep 
Score: -13047628.000000 Penalty: 3754.663086
	Iteration 52Q: 3 clusters Score -1.304763e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -13047632.000000 Penalty: 3754.663086
	Iteration 53Q: 3 clusters Score -1.304763e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55476 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -13047635.000000 Penalty: 3754.663086
	Iteration 54Q: 3 clusters Score -1.304764e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55660 members 
Mstep: Class 2 contains 48409 members 
Entering Unmasked Estep 
Score: -13047624.000000 Penalty: 3754.663086
	Iteration 55Q: 3 clusters Score -1.304762e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55845 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -13047648.000000 Penalty: 3754.663086
	Iteration 56Q: 3 clusters Score -1.304765e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56035 members 
Mstep: Class 2 contains 48034 members 
Entering Unmasked Estep 
Score: -13047674.000000 Penalty: 3754.663086
	Iteration 57Q: 3 clusters Score -1.304767e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56210 members 
Mstep: Class 2 contains 47859 members 
Entering Unmasked Estep 
Score: -13047711.000000 Penalty: 3754.663086
	Iteration 58Q: 3 clusters Score -1.304771e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56372 members 
Mstep: Class 2 contains 47697 members 
Entering Unmasked Estep 
Score: -13047733.000000 Penalty: 3754.663086
	Iteration 59Q: 3 clusters Score -1.304773e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56535 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -13047705.000000 Penalty: 3754.663086
	Iteration 60F: 3 clusters Score -1.30477e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56688 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
Score: -13047671.000000 Penalty: 3754.663086
	Iteration 61Q: 3 clusters Score -1.304767e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56835 members 
Mstep: Class 2 contains 47234 members 
Entering Unmasked Estep 
Score: -13047663.000000 Penalty: 3754.663086
	Iteration 62Q: 3 clusters Score -1.304766e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56987 members 
Mstep: Class 2 contains 47082 members 
Entering Unmasked Estep 
Score: -13047669.000000 Penalty: 3754.663086
	Iteration 63Q: 3 clusters Score -1.304767e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57170 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -13047677.000000 Penalty: 3754.663086
	Iteration 64Q: 3 clusters Score -1.304768e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57330 members 
Mstep: Class 2 contains 46739 members 
Entering Unmasked Estep 
Score: -13047666.000000 Penalty: 3754.663086
	Iteration 65Q: 3 clusters Score -1.304767e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57459 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
Score: -13047662.000000 Penalty: 3754.663086
	Iteration 66Q: 3 clusters Score -1.304766e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57614 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
Score: -13047681.000000 Penalty: 3754.663086
	Iteration 67Q: 3 clusters Score -1.304768e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57769 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -13047652.000000 Penalty: 3754.663086
	Iteration 68Q: 3 clusters Score -1.304765e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57904 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -13047664.000000 Penalty: 3754.663086
	Iteration 69Q: 3 clusters Score -1.304766e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58043 members 
Mstep: Class 2 contains 46026 members 
Entering Unmasked Estep 
Score: -13047656.000000 Penalty: 3754.663086
	Iteration 70Q: 3 clusters Score -1.304766e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58180 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -13047672.000000 Penalty: 3754.663086
	Iteration 71Q: 3 clusters Score -1.304767e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58294 members 
Mstep: Class 2 contains 45775 members 
Entering Unmasked Estep 
Score: -13047683.000000 Penalty: 3754.663086
	Iteration 72Q: 3 clusters Score -1.304768e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58403 members 
Mstep: Class 2 contains 45666 members 
Entering Unmasked Estep 
Score: -13047697.000000 Penalty: 3754.663086
	Iteration 73Q: 3 clusters Score -1.30477e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58527 members 
Mstep: Class 2 contains 45542 members 
Entering Unmasked Estep 
Score: -13047671.000000 Penalty: 3754.663086
	Iteration 74Q: 3 clusters Score -1.304767e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58640 members 
Mstep: Class 2 contains 45429 members 
Entering Unmasked Estep 
Score: -13047665.000000 Penalty: 3754.663086
	Iteration 75Q: 3 clusters Score -1.304766e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58740 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -13047635.000000 Penalty: 3754.663086
	Iteration 76Q: 3 clusters Score -1.304764e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58834 members 
Mstep: Class 2 contains 45235 members 
Entering Unmasked Estep 
Score: -13047624.000000 Penalty: 3754.663086
	Iteration 77Q: 3 clusters Score -1.304762e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58911 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -13047624.000000 Penalty: 3754.663086
	Iteration 78Q: 3 clusters Score -1.304762e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58984 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -13047643.000000 Penalty: 3754.663086
	Iteration 79Q: 3 clusters Score -1.304764e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59047 members 
Mstep: Class 2 contains 45022 members 
Entering Unmasked Estep 
Score: -13047659.000000 Penalty: 3754.663086
	Iteration 80F: 3 clusters Score -1.304766e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59110 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -13047663.000000 Penalty: 3754.663086
	Iteration 81Q: 3 clusters Score -1.304766e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59181 members 
Mstep: Class 2 contains 44888 members 
Entering Unmasked Estep 
Score: -13047682.000000 Penalty: 3754.663086
	Iteration 82Q: 3 clusters Score -1.304768e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59254 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -13047696.000000 Penalty: 3754.663086
	Iteration 83Q: 3 clusters Score -1.30477e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59336 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -13047703.000000 Penalty: 3754.663086
	Iteration 84Q: 3 clusters Score -1.30477e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 44651 members 
Entering Unmasked Estep 
Score: -13047686.000000 Penalty: 3754.663086
	Iteration 85Q: 3 clusters Score -1.304769e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59498 members 
Mstep: Class 2 contains 44571 members 
Entering Unmasked Estep 
Score: -13047684.000000 Penalty: 3754.663086
	Iteration 86Q: 3 clusters Score -1.304768e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59593 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -13047682.000000 Penalty: 3754.663086
	Iteration 87Q: 3 clusters Score -1.304768e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59690 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -13047683.000000 Penalty: 3754.663086
	Iteration 88Q: 3 clusters Score -1.304768e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59822 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -13047699.000000 Penalty: 3754.663086
	Iteration 89Q: 3 clusters Score -1.30477e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59960 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -13047728.000000 Penalty: 3754.663086
	Iteration 90Q: 3 clusters Score -1.304773e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60088 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -13047758.000000 Penalty: 3754.663086
	Iteration 91Q: 3 clusters Score -1.304776e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60221 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -13047787.000000 Penalty: 3754.663086
	Iteration 92Q: 3 clusters Score -1.304779e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60371 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -13047771.000000 Penalty: 3754.663086
	Iteration 93Q: 3 clusters Score -1.304777e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60529 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -13047807.000000 Penalty: 3754.663086
	Iteration 94Q: 3 clusters Score -1.304781e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60714 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
Score: -13047844.000000 Penalty: 3754.663086
	Iteration 95Q: 3 clusters Score -1.304784e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60909 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -13047861.000000 Penalty: 3754.663086
	Iteration 96Q: 3 clusters Score -1.304786e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61079 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -13047871.000000 Penalty: 3754.663086
	Iteration 97Q: 3 clusters Score -1.304787e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61228 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -13047894.000000 Penalty: 3754.663086
	Iteration 98Q: 3 clusters Score -1.304789e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61430 members 
Mstep: Class 2 contains 42639 members 
Entering Unmasked Estep 
Score: -13047901.000000 Penalty: 3754.663086
	Iteration 99Q: 3 clusters Score -1.30479e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61627 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -13047897.000000 Penalty: 3754.663086
	Iteration 100F: 3 clusters Score -1.30479e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61828 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -13047854.000000 Penalty: 3754.663086
	Iteration 101Q: 3 clusters Score -1.304785e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62033 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -13047882.000000 Penalty: 3754.663086
	Iteration 102Q: 3 clusters Score -1.304788e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62248 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -13047914.000000 Penalty: 3754.663086
	Iteration 103Q: 3 clusters Score -1.304791e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62449 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -13047920.000000 Penalty: 3754.663086
	Iteration 104Q: 3 clusters Score -1.304792e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62670 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -13047958.000000 Penalty: 3754.663086
	Iteration 105Q: 3 clusters Score -1.304796e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62926 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -13048010.000000 Penalty: 3754.663086
	Iteration 106Q: 3 clusters Score -1.304801e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63203 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -13048058.000000 Penalty: 3754.663086
	Iteration 107Q: 3 clusters Score -1.304806e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63490 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -13048063.000000 Penalty: 3754.663086
	Iteration 108Q: 3 clusters Score -1.304806e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63785 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -13048078.000000 Penalty: 3754.663086
	Iteration 109Q: 3 clusters Score -1.304808e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64103 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -13048101.000000 Penalty: 3754.663086
	Iteration 110Q: 3 clusters Score -1.30481e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64453 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -13048109.000000 Penalty: 3754.663086
	Iteration 111Q: 3 clusters Score -1.304811e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64823 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -13048160.000000 Penalty: 3754.663086
	Iteration 112Q: 3 clusters Score -1.304816e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65189 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -13048161.000000 Penalty: 3754.663086
	Iteration 113Q: 3 clusters Score -1.304816e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65597 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -13048193.000000 Penalty: 3754.663086
	Iteration 114Q: 3 clusters Score -1.304819e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66059 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -13048229.000000 Penalty: 3754.663086
	Iteration 115Q: 3 clusters Score -1.304823e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66623 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -13048293.000000 Penalty: 3754.663086
	Iteration 116Q: 3 clusters Score -1.304829e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67217 members 
Mstep: Class 2 contains 36852 members 
Entering Unmasked Estep 
Score: -13048351.000000 Penalty: 3754.663086
	Iteration 117Q: 3 clusters Score -1.304835e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67817 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -13048417.000000 Penalty: 3754.663086
	Iteration 118Q: 3 clusters Score -1.304842e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68510 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -13048444.000000 Penalty: 3754.663086
	Iteration 119Q: 3 clusters Score -1.304844e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69287 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -13048572.000000 Penalty: 3754.663086
	Iteration 120F: 3 clusters Score -1.304857e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70140 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -13048602.000000 Penalty: 3754.663086
	Iteration 121Q: 3 clusters Score -1.30486e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71071 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -13048696.000000 Penalty: 3754.663086
	Iteration 122Q: 3 clusters Score -1.30487e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72088 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -13048792.000000 Penalty: 3754.663086
	Iteration 123Q: 3 clusters Score -1.304879e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73190 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -13048899.000000 Penalty: 3754.663086
	Iteration 124Q: 3 clusters Score -1.30489e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74382 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -13049056.000000 Penalty: 3754.663086
	Iteration 125Q: 3 clusters Score -1.304906e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75698 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -13049390.000000 Penalty: 3754.663086
	Iteration 126Q: 3 clusters Score -1.304939e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77106 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -13049674.000000 Penalty: 3754.663086
	Iteration 127Q: 3 clusters Score -1.304967e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78597 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -13049952.000000 Penalty: 3754.663086
	Iteration 128Q: 3 clusters Score -1.304995e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80084 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -13050200.000000 Penalty: 3754.663086
	Iteration 129Q: 3 clusters Score -1.30502e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81634 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -13050525.000000 Penalty: 3754.663086
	Iteration 130Q: 3 clusters Score -1.305052e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83308 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -13050924.000000 Penalty: 3754.663086
	Iteration 131Q: 3 clusters Score -1.305092e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85057 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -13051327.000000 Penalty: 3754.663086
	Iteration 132Q: 3 clusters Score -1.305133e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86929 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -13051769.000000 Penalty: 3754.663086
	Iteration 133Q: 3 clusters Score -1.305177e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88785 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -13052354.000000 Penalty: 3754.663086
	Iteration 134Q: 3 clusters Score -1.305235e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90614 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -13052999.000000 Penalty: 3754.663086
	Iteration 135Q: 3 clusters Score -1.3053e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92263 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -13053555.000000 Penalty: 3754.663086
	Iteration 136Q: 3 clusters Score -1.305356e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93695 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -13053972.000000 Penalty: 3754.663086
	Iteration 137Q: 3 clusters Score -1.305397e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94867 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -13054358.000000 Penalty: 3754.663086
	Iteration 138Q: 3 clusters Score -1.305436e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95895 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -13054577.000000 Penalty: 3754.663086
	Iteration 139Q: 3 clusters Score -1.305458e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96750 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -13054786.000000 Penalty: 3754.663086
	Iteration 140F: 3 clusters Score -1.305479e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97456 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -13054984.000000 Penalty: 3754.663086
	Iteration 141Q: 3 clusters Score -1.305498e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98113 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -13055125.000000 Penalty: 3754.663086
	Iteration 142Q: 3 clusters Score -1.305512e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98694 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -13055174.000000 Penalty: 3754.663086
	Iteration 143Q: 3 clusters Score -1.305517e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99150 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -13055269.000000 Penalty: 3754.663086
	Iteration 144Q: 3 clusters Score -1.305527e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99512 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -13055301.000000 Penalty: 3754.663086
	Iteration 145Q: 3 clusters Score -1.30553e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99805 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -13055365.000000 Penalty: 3754.663086
	Iteration 146Q: 3 clusters Score -1.305536e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100061 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -13055357.000000 Penalty: 3754.663086
	Iteration 147Q: 3 clusters Score -1.305536e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100253 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -13055404.000000 Penalty: 3754.663086
	Iteration 148Q: 3 clusters Score -1.30554e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100432 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -13055450.000000 Penalty: 3754.663086
	Iteration 149Q: 3 clusters Score -1.305545e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100588 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -13055443.000000 Penalty: 3754.663086
	Iteration 150Q: 3 clusters Score -1.305544e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100730 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -13055397.000000 Penalty: 3754.663086
	Iteration 151Q: 3 clusters Score -1.30554e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100856 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -13055420.000000 Penalty: 3754.663086
	Iteration 152Q: 3 clusters Score -1.305542e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100973 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -13055413.000000 Penalty: 3754.663086
	Iteration 153Q: 3 clusters Score -1.305541e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101073 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -13055441.000000 Penalty: 3754.663086
	Iteration 154Q: 3 clusters Score -1.305544e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101185 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -13055439.000000 Penalty: 3754.663086
	Iteration 155Q: 3 clusters Score -1.305544e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101281 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -13055427.000000 Penalty: 3754.663086
	Iteration 156Q: 3 clusters Score -1.305543e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101350 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -13055448.000000 Penalty: 3754.663086
	Iteration 157Q: 3 clusters Score -1.305545e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101406 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -13055453.000000 Penalty: 3754.663086
	Iteration 158Q: 3 clusters Score -1.305545e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101462 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -13055474.000000 Penalty: 3754.663086
	Iteration 159Q: 3 clusters Score -1.305547e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101525 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -13055463.000000 Penalty: 3754.663086
	Iteration 160F: 3 clusters Score -1.305546e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101575 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -13055456.000000 Penalty: 3754.663086
	Iteration 161Q: 3 clusters Score -1.305546e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101626 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -13055447.000000 Penalty: 3754.663086
	Iteration 162Q: 3 clusters Score -1.305545e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101678 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -13055446.000000 Penalty: 3754.663086
	Iteration 163Q: 3 clusters Score -1.305545e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101731 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -13055440.000000 Penalty: 3754.663086
	Iteration 164Q: 3 clusters Score -1.305544e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101779 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -13055457.000000 Penalty: 3754.663086
	Iteration 165Q: 3 clusters Score -1.305546e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101819 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -13055444.000000 Penalty: 3754.663086
	Iteration 166Q: 3 clusters Score -1.305544e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101849 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -13055471.000000 Penalty: 3754.663086
	Iteration 167Q: 3 clusters Score -1.305547e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101878 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -13055473.000000 Penalty: 3754.663086
	Iteration 168Q: 3 clusters Score -1.305547e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101910 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -13055494.000000 Penalty: 3754.663086
	Iteration 169Q: 3 clusters Score -1.305549e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101937 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -13055489.000000 Penalty: 3754.663086
	Iteration 170Q: 3 clusters Score -1.305549e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101963 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -13055513.000000 Penalty: 3754.663086
	Iteration 171Q: 3 clusters Score -1.305551e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101988 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -13055515.000000 Penalty: 3754.663086
	Iteration 172Q: 3 clusters Score -1.305552e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102013 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -13055529.000000 Penalty: 3754.663086
	Iteration 173Q: 3 clusters Score -1.305553e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102033 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -13055520.000000 Penalty: 3754.663086
	Iteration 174Q: 3 clusters Score -1.305552e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102048 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -13055513.000000 Penalty: 3754.663086
	Iteration 175Q: 3 clusters Score -1.305551e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102057 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -13055513.000000 Penalty: 3754.663086
	Iteration 176Q: 3 clusters Score -1.305551e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102065 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -13055515.000000 Penalty: 3754.663086
	Iteration 177Q: 3 clusters Score -1.305552e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102080 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -13055513.000000 Penalty: 3754.663086
	Iteration 178Q: 3 clusters Score -1.305551e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102090 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -13055513.000000 Penalty: 3754.663086
	Iteration 179Q: 3 clusters Score -1.305551e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102104 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -13055500.000000 Penalty: 3754.663086
	Iteration 180F: 3 clusters Score -1.30555e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102118 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -13055503.000000 Penalty: 3754.663086
	Iteration 181Q: 3 clusters Score -1.30555e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102130 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -13055511.000000 Penalty: 3754.663086
	Iteration 182Q: 3 clusters Score -1.305551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102136 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -13055512.000000 Penalty: 3754.663086
	Iteration 183Q: 3 clusters Score -1.305551e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102144 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -13055524.000000 Penalty: 3754.663086
	Iteration 184Q: 3 clusters Score -1.305552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102149 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -13055522.000000 Penalty: 3754.663086
	Iteration 185Q: 3 clusters Score -1.305552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102153 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -13055530.000000 Penalty: 3754.663086
	Iteration 186Q: 3 clusters Score -1.305553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102156 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -13055526.000000 Penalty: 3754.663086
	Iteration 187Q: 3 clusters Score -1.305553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102161 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -13055517.000000 Penalty: 3754.663086
	Iteration 188Q: 3 clusters Score -1.305552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102160 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -13055521.000000 Penalty: 3754.663086
	Iteration 189Q: 3 clusters Score -1.305552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102161 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -13055513.000000 Penalty: 3754.663086
	Iteration 190Q: 3 clusters Score -1.305551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102161 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -13055514.000000 Penalty: 3754.663086
	Iteration 191Q: 3 clusters Score -1.305551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102162 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -13055511.000000 Penalty: 3754.663086
	Iteration 192Q: 3 clusters Score -1.305551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102164 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -13055511.000000 Penalty: 3754.663086
	Iteration 193Q: 3 clusters Score -1.305551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102165 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -13055502.000000 Penalty: 3754.663086
	Iteration 194Q: 3 clusters Score -1.30555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102165 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -13055502.000000 Penalty: 3754.663086
	Iteration 195F: 3 clusters Score -1.30555e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (97257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97257 members 
Entering Unmasked Estep 
Score: -12274314.000000 Penalty: 1866.330688
	Iteration 0F: 2 clusters Score -1.227431e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -12210086.000000 Penalty: 3732.661377
	Iteration 0F: 3 clusters Score -1.221009e+07 nChanged 46610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 46556 members 
Entering Unmasked Estep 
Score: -12237286.000000 Penalty: 3732.661377
	Iteration 1F: 3 clusters Score -1.223729e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52127 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -12238262.000000 Penalty: 3732.661377
	Iteration 2Q: 3 clusters Score -1.223826e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54344 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -12239765.000000 Penalty: 3732.661377
	Iteration 3Q: 3 clusters Score -1.223976e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57655 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -12242122.000000 Penalty: 3732.661377
	Iteration 4F: 3 clusters Score -1.224212e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62009 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -12245696.000000 Penalty: 3732.661377
	Iteration 5F: 3 clusters Score -1.22457e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66987 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -12250833.000000 Penalty: 3732.661377
	Iteration 6F: 3 clusters Score -1.225083e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71655 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -12256693.000000 Penalty: 3732.661377
	Iteration 7F: 3 clusters Score -1.225669e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74796 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -12261279.000000 Penalty: 3732.661377
	Iteration 8F: 3 clusters Score -1.226128e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76694 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -12263518.000000 Penalty: 3732.661377
	Iteration 9Q: 3 clusters Score -1.226352e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78062 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -12264559.000000 Penalty: 3732.661377
	Iteration 10Q: 3 clusters Score -1.226456e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79286 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -12265254.000000 Penalty: 3732.661377
	Iteration 11Q: 3 clusters Score -1.226525e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80406 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -12265718.000000 Penalty: 3732.661377
	Iteration 12Q: 3 clusters Score -1.226572e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81462 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -12266227.000000 Penalty: 3732.661377
	Iteration 13Q: 3 clusters Score -1.226623e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82493 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -12266682.000000 Penalty: 3732.661377
	Iteration 14Q: 3 clusters Score -1.226668e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83473 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -12267159.000000 Penalty: 3732.661377
	Iteration 15Q: 3 clusters Score -1.226716e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84433 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -12267582.000000 Penalty: 3732.661377
	Iteration 16Q: 3 clusters Score -1.226758e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85395 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -12267993.000000 Penalty: 3732.661377
	Iteration 17Q: 3 clusters Score -1.226799e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86287 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -12268442.000000 Penalty: 3732.661377
	Iteration 18Q: 3 clusters Score -1.226844e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87133 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -12268829.000000 Penalty: 3732.661377
	Iteration 19Q: 3 clusters Score -1.226883e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87958 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -12269153.000000 Penalty: 3732.661377
	Iteration 20F: 3 clusters Score -1.226915e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88773 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -12269501.000000 Penalty: 3732.661377
	Iteration 21Q: 3 clusters Score -1.22695e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89514 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -12269867.000000 Penalty: 3732.661377
	Iteration 22Q: 3 clusters Score -1.226987e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90194 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -12270315.000000 Penalty: 3732.661377
	Iteration 23Q: 3 clusters Score -1.227032e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90874 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -12270717.000000 Penalty: 3732.661377
	Iteration 24Q: 3 clusters Score -1.227072e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91531 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -12271175.000000 Penalty: 3732.661377
	Iteration 25Q: 3 clusters Score -1.227118e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92140 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -12271606.000000 Penalty: 3732.661377
	Iteration 26Q: 3 clusters Score -1.227161e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92757 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -12272001.000000 Penalty: 3732.661377
	Iteration 27Q: 3 clusters Score -1.2272e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93324 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -12272299.000000 Penalty: 3732.661377
	Iteration 28Q: 3 clusters Score -1.22723e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93817 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -12272481.000000 Penalty: 3732.661377
	Iteration 29Q: 3 clusters Score -1.227248e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94206 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -12272684.000000 Penalty: 3732.661377
	Iteration 30Q: 3 clusters Score -1.227268e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94555 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -12272882.000000 Penalty: 3732.661377
	Iteration 31Q: 3 clusters Score -1.227288e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94852 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -12272954.000000 Penalty: 3732.661377
	Iteration 32Q: 3 clusters Score -1.227295e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95102 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -12273002.000000 Penalty: 3732.661377
	Iteration 33Q: 3 clusters Score -1.2273e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95307 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -12273063.000000 Penalty: 3732.661377
	Iteration 34Q: 3 clusters Score -1.227306e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95481 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -12273106.000000 Penalty: 3732.661377
	Iteration 35Q: 3 clusters Score -1.227311e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95613 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -12273137.000000 Penalty: 3732.661377
	Iteration 36Q: 3 clusters Score -1.227314e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95714 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -12273157.000000 Penalty: 3732.661377
	Iteration 37Q: 3 clusters Score -1.227316e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95800 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -12273131.000000 Penalty: 3732.661377
	Iteration 38Q: 3 clusters Score -1.227313e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95863 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -12273134.000000 Penalty: 3732.661377
	Iteration 39Q: 3 clusters Score -1.227313e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95905 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -12273146.000000 Penalty: 3732.661377
	Iteration 40F: 3 clusters Score -1.227315e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95937 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -12273140.000000 Penalty: 3732.661377
	Iteration 41Q: 3 clusters Score -1.227314e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95970 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -12273152.000000 Penalty: 3732.661377
	Iteration 42Q: 3 clusters Score -1.227315e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95997 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -12273148.000000 Penalty: 3732.661377
	Iteration 43Q: 3 clusters Score -1.227315e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96023 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -12273147.000000 Penalty: 3732.661377
	Iteration 44Q: 3 clusters Score -1.227315e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96044 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -12273158.000000 Penalty: 3732.661377
	Iteration 45Q: 3 clusters Score -1.227316e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96068 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -12273172.000000 Penalty: 3732.661377
	Iteration 46Q: 3 clusters Score -1.227317e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96089 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -12273176.000000 Penalty: 3732.661377
	Iteration 47Q: 3 clusters Score -1.227318e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96105 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -12273183.000000 Penalty: 3732.661377
	Iteration 48Q: 3 clusters Score -1.227318e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96119 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -12273175.000000 Penalty: 3732.661377
	Iteration 49Q: 3 clusters Score -1.227318e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96130 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -12273176.000000 Penalty: 3732.661377
	Iteration 50Q: 3 clusters Score -1.227318e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96145 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -12273167.000000 Penalty: 3732.661377
	Iteration 51Q: 3 clusters Score -1.227317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96152 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -12273155.000000 Penalty: 3732.661377
	Iteration 52Q: 3 clusters Score -1.227316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96155 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -12273154.000000 Penalty: 3732.661377
	Iteration 53Q: 3 clusters Score -1.227315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96158 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -12273150.000000 Penalty: 3732.661377
	Iteration 54Q: 3 clusters Score -1.227315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96161 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -12273150.000000 Penalty: 3732.661377
	Iteration 55Q: 3 clusters Score -1.227315e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96161 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -12273150.000000 Penalty: 3732.661377
	Iteration 56F: 3 clusters Score -1.227315e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (84439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84439 members 
Entering Unmasked Estep 
Score: -10690225.000000 Penalty: 1843.364990
	Iteration 0F: 2 clusters Score -1.069022e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -10635178.000000 Penalty: 3686.729980
	Iteration 0F: 3 clusters Score -1.063518e+07 nChanged 40313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
Score: -10658887.000000 Penalty: 3686.729980
	Iteration 1F: 3 clusters Score -1.065889e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -10660085.000000 Penalty: 3686.729980
	Iteration 2Q: 3 clusters Score -1.066008e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 48707 members 
Entering Unmasked Estep 
Score: -10661739.000000 Penalty: 3686.729980
	Iteration 3Q: 3 clusters Score -1.066174e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 52060 members 
Entering Unmasked Estep 
Score: -10664234.000000 Penalty: 3686.729980
	Iteration 4F: 3 clusters Score -1.066423e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 56638 members 
Entering Unmasked Estep 
Score: -10667745.000000 Penalty: 3686.729980
	Iteration 5F: 3 clusters Score -1.066774e+07 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 62277 members 
Entering Unmasked Estep 
Score: -10672346.000000 Penalty: 3686.729980
	Iteration 6F: 3 clusters Score -1.067235e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 68265 members 
Entering Unmasked Estep 
Score: -10677602.000000 Penalty: 3686.729980
	Iteration 7F: 3 clusters Score -1.06776e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 73398 members 
Entering Unmasked Estep 
Score: -10682074.000000 Penalty: 3686.729980
	Iteration 8F: 3 clusters Score -1.068207e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 77068 members 
Entering Unmasked Estep 
Score: -10684830.000000 Penalty: 3686.729980
	Iteration 9Q: 3 clusters Score -1.068483e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 79328 members 
Entering Unmasked Estep 
Score: -10686405.000000 Penalty: 3686.729980
	Iteration 10Q: 3 clusters Score -1.06864e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 80781 members 
Entering Unmasked Estep 
Score: -10687272.000000 Penalty: 3686.729980
	Iteration 11Q: 3 clusters Score -1.068727e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 81799 members 
Entering Unmasked Estep 
Score: -10687723.000000 Penalty: 3686.729980
	Iteration 12Q: 3 clusters Score -1.068772e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 82502 members 
Entering Unmasked Estep 
Score: -10688085.000000 Penalty: 3686.729980
	Iteration 13Q: 3 clusters Score -1.068808e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 82984 members 
Entering Unmasked Estep 
Score: -10688328.000000 Penalty: 3686.729980
	Iteration 14Q: 3 clusters Score -1.068833e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 83302 members 
Entering Unmasked Estep 
Score: -10688480.000000 Penalty: 3686.729980
	Iteration 15Q: 3 clusters Score -1.068848e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 83513 members 
Entering Unmasked Estep 
Score: -10688540.000000 Penalty: 3686.729980
	Iteration 16Q: 3 clusters Score -1.068854e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 83645 members 
Entering Unmasked Estep 
Score: -10688580.000000 Penalty: 3686.729980
	Iteration 17Q: 3 clusters Score -1.068858e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 83728 members 
Entering Unmasked Estep 
Score: -10688591.000000 Penalty: 3686.729980
	Iteration 18Q: 3 clusters Score -1.068859e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 83787 members 
Entering Unmasked Estep 
Score: -10688600.000000 Penalty: 3686.729980
	Iteration 19Q: 3 clusters Score -1.06886e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 83844 members 
Entering Unmasked Estep 
Score: -10688641.000000 Penalty: 3686.729980
	Iteration 20F: 3 clusters Score -1.068864e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 83891 members 
Entering Unmasked Estep 
Score: -10688657.000000 Penalty: 3686.729980
	Iteration 21Q: 3 clusters Score -1.068866e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 83926 members 
Entering Unmasked Estep 
Score: -10688658.000000 Penalty: 3686.729980
	Iteration 22Q: 3 clusters Score -1.068866e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 83951 members 
Entering Unmasked Estep 
Score: -10688665.000000 Penalty: 3686.729980
	Iteration 23Q: 3 clusters Score -1.068866e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 83971 members 
Entering Unmasked Estep 
Score: -10688662.000000 Penalty: 3686.729980
	Iteration 24Q: 3 clusters Score -1.068866e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 83984 members 
Entering Unmasked Estep 
Score: -10688653.000000 Penalty: 3686.729980
	Iteration 25Q: 3 clusters Score -1.068865e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 83992 members 
Entering Unmasked Estep 
Score: -10688667.000000 Penalty: 3686.729980
	Iteration 26Q: 3 clusters Score -1.068867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 84000 members 
Entering Unmasked Estep 
Score: -10688672.000000 Penalty: 3686.729980
	Iteration 27Q: 3 clusters Score -1.068867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 84007 members 
Entering Unmasked Estep 
Score: -10688670.000000 Penalty: 3686.729980
	Iteration 28Q: 3 clusters Score -1.068867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 84014 members 
Entering Unmasked Estep 
Score: -10688670.000000 Penalty: 3686.729980
	Iteration 29Q: 3 clusters Score -1.068867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 84022 members 
Entering Unmasked Estep 
Score: -10688678.000000 Penalty: 3686.729980
	Iteration 30Q: 3 clusters Score -1.068868e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 84031 members 
Entering Unmasked Estep 
Score: -10688677.000000 Penalty: 3686.729980
	Iteration 31Q: 3 clusters Score -1.068868e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 84041 members 
Entering Unmasked Estep 
Score: -10688681.000000 Penalty: 3686.729980
	Iteration 32Q: 3 clusters Score -1.068868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 84047 members 
Entering Unmasked Estep 
Score: -10688679.000000 Penalty: 3686.729980
	Iteration 33Q: 3 clusters Score -1.068868e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 84049 members 
Entering Unmasked Estep 
Score: -10688681.000000 Penalty: 3686.729980
	Iteration 34Q: 3 clusters Score -1.068868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 84053 members 
Entering Unmasked Estep 
Score: -10688682.000000 Penalty: 3686.729980
	Iteration 35Q: 3 clusters Score -1.068868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 84058 members 
Entering Unmasked Estep 
Score: -10688682.000000 Penalty: 3686.729980
	Iteration 36Q: 3 clusters Score -1.068868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 84063 members 
Entering Unmasked Estep 
Score: -10688686.000000 Penalty: 3686.729980
	Iteration 37Q: 3 clusters Score -1.068869e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 84070 members 
Entering Unmasked Estep 
Score: -10688679.000000 Penalty: 3686.729980
	Iteration 38Q: 3 clusters Score -1.068868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 84076 members 
Entering Unmasked Estep 
Score: -10688691.000000 Penalty: 3686.729980
	Iteration 39Q: 3 clusters Score -1.068869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 84078 members 
Entering Unmasked Estep 
Score: -10688694.000000 Penalty: 3686.729980
	Iteration 40F: 3 clusters Score -1.068869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 84078 members 
Entering Unmasked Estep 
Score: -10688697.000000 Penalty: 3686.729980
	Iteration 41Q: 3 clusters Score -1.06887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 84079 members 
Entering Unmasked Estep 
Score: -10688702.000000 Penalty: 3686.729980
	Iteration 42Q: 3 clusters Score -1.06887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 84080 members 
Entering Unmasked Estep 
Score: -10688703.000000 Penalty: 3686.729980
	Iteration 43Q: 3 clusters Score -1.06887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 84080 members 
Entering Unmasked Estep 
Score: -10688703.000000 Penalty: 3686.729980
	Iteration 44F: 3 clusters Score -1.06887e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -113269.929688 Penalty: 1140.781006
	Iteration 0F: 2 clusters Score -113269.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -111777.195312 Penalty: 2281.562012
	Iteration 0F: 3 clusters Score -111777.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -112329.000000 Penalty: 2281.562012
	Iteration 1F: 3 clusters Score -112329 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -112678.218750 Penalty: 2281.562012
	Iteration 2F: 3 clusters Score -112678.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -112953.687500 Penalty: 2281.562012
	Iteration 3F: 3 clusters Score -112953.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -113138.328125 Penalty: 2281.562012
	Iteration 4F: 3 clusters Score -113138.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -113257.234375 Penalty: 2281.562012
	Iteration 5Q: 3 clusters Score -113257.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -113320.007812 Penalty: 2281.562012
	Iteration 6Q: 3 clusters Score -113320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -113381.117188 Penalty: 2281.562012
	Iteration 7Q: 3 clusters Score -113381.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -113461.195312 Penalty: 2281.562012
	Iteration 8Q: 3 clusters Score -113461.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -113542.851562 Penalty: 2281.562012
	Iteration 9Q: 3 clusters Score -113542.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -113565.226562 Penalty: 2281.562012
	Iteration 10Q: 3 clusters Score -113565.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -113569.781250 Penalty: 2281.562012
	Iteration 11Q: 3 clusters Score -113569.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -113570.507812 Penalty: 2281.562012
	Iteration 12Q: 3 clusters Score -113570.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -113574.554688 Penalty: 2281.562012
	Iteration 13F: 3 clusters Score -113574.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -113576.921875 Penalty: 2281.562012
	Iteration 14Q: 3 clusters Score -113576.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -113578.992188 Penalty: 2281.562012
	Iteration 15Q: 3 clusters Score -113579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -113580.453125 Penalty: 2281.562012
	Iteration 16Q: 3 clusters Score -113580.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -113580.453125 Penalty: 2281.562012
	Iteration 17F: 3 clusters Score -113580.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 104936 members 
Mstep: Class 2 contains 11499 members 
Mstep: Class 3 contains 6935 members 
Mstep: Class 4 contains 114992 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 6951 members 
Mstep: Class 8 contains 9734 members 
Mstep: Class 9 contains 92569 members 
Mstep: Class 10 contains 2561 members 
Mstep: Class 11 contains 104069 members 
Mstep: Class 12 contains 97257 members 
Mstep: Class 13 contains 84439 members 
Mstep: Class 14 contains 492 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 93780 members 
Mstep: Class 17 contains 23387 members 
Mstep: Class 18 contains 14395 members 
Mstep: Class 19 contains 2761 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7935 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 759 members 
Mstep: Class 25 contains 4762 members 
Mstep: Class 26 contains 21173 members 
Mstep: Class 27 contains 6159 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 9427 members 
Mstep: Class 30 contains 34990 members 
Mstep: Class 31 contains 23208 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 3887 members 
Mstep: Class 35 contains 17589 members 
Mstep: Class 36 contains 6491 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 209 members 
Mstep: Class 39 contains 360 members 
Mstep: Class 40 contains 627 members 
Entering Unmasked Estep 
Score: -111781032.000000 Penalty: 89247.812500
Splitting cluster 14 changes total score from -111781992.000000 to -111781032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (3027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Entering Unmasked Estep 
Score: -379285.937500 Penalty: 1302.490723
	Iteration 0F: 2 clusters Score -379285.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -376554.437500 Penalty: 2604.981445
	Iteration 0F: 3 clusters Score -376554.4 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -377220.718750 Penalty: 2604.981445
	Iteration 1F: 3 clusters Score -377220.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -377367.062500 Penalty: 2604.981445
	Iteration 2F: 3 clusters Score -377367.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -377466.718750 Penalty: 2604.981445
	Iteration 3F: 3 clusters Score -377466.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -377547.218750 Penalty: 2604.981445
	Iteration 4Q: 3 clusters Score -377547.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -377602.593750 Penalty: 2604.981445
	Iteration 5Q: 3 clusters Score -377602.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -377646.000000 Penalty: 2604.981445
	Iteration 6Q: 3 clusters Score -377646 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -377677.468750 Penalty: 2604.981445
	Iteration 7Q: 3 clusters Score -377677.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -377704.375000 Penalty: 2604.981445
	Iteration 8Q: 3 clusters Score -377704.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -377729.375000 Penalty: 2604.981445
	Iteration 9Q: 3 clusters Score -377729.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -377761.875000 Penalty: 2604.981445
	Iteration 10Q: 3 clusters Score -377761.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -377785.906250 Penalty: 2604.981445
	Iteration 11Q: 3 clusters Score -377785.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -377806.312500 Penalty: 2604.981445
	Iteration 12Q: 3 clusters Score -377806.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -377819.156250 Penalty: 2604.981445
	Iteration 13Q: 3 clusters Score -377819.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -377830.750000 Penalty: 2604.981445
	Iteration 14Q: 3 clusters Score -377830.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -377843.062500 Penalty: 2604.981445
	Iteration 15Q: 3 clusters Score -377843.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -377851.656250 Penalty: 2604.981445
	Iteration 16Q: 3 clusters Score -377851.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -377862.937500 Penalty: 2604.981445
	Iteration 17Q: 3 clusters Score -377862.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -377875.406250 Penalty: 2604.981445
	Iteration 18Q: 3 clusters Score -377875.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -377886.437500 Penalty: 2604.981445
	Iteration 19Q: 3 clusters Score -377886.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -377892.062500 Penalty: 2604.981445
	Iteration 20F: 3 clusters Score -377892.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -377898.062500 Penalty: 2604.981445
	Iteration 21Q: 3 clusters Score -377898.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -377903.375000 Penalty: 2604.981445
	Iteration 22Q: 3 clusters Score -377903.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -377907.093750 Penalty: 2604.981445
	Iteration 23Q: 3 clusters Score -377907.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -377910.593750 Penalty: 2604.981445
	Iteration 24Q: 3 clusters Score -377910.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -377915.593750 Penalty: 2604.981445
	Iteration 25Q: 3 clusters Score -377915.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -377918.937500 Penalty: 2604.981445
	Iteration 26Q: 3 clusters Score -377918.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -377923.687500 Penalty: 2604.981445
	Iteration 27Q: 3 clusters Score -377923.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -377927.593750 Penalty: 2604.981445
	Iteration 28Q: 3 clusters Score -377927.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -377934.437500 Penalty: 2604.981445
	Iteration 29Q: 3 clusters Score -377934.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -377946.281250 Penalty: 2604.981445
	Iteration 30Q: 3 clusters Score -377946.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -377957.062500 Penalty: 2604.981445
	Iteration 31Q: 3 clusters Score -377957.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -377965.437500 Penalty: 2604.981445
	Iteration 32Q: 3 clusters Score -377965.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -377976.718750 Penalty: 2604.981445
	Iteration 33Q: 3 clusters Score -377976.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -377992.750000 Penalty: 2604.981445
	Iteration 34Q: 3 clusters Score -377992.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -378008.093750 Penalty: 2604.981445
	Iteration 35Q: 3 clusters Score -378008.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -378023.500000 Penalty: 2604.981445
	Iteration 36Q: 3 clusters Score -378023.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -378038.656250 Penalty: 2604.981445
	Iteration 37Q: 3 clusters Score -378038.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -378055.937500 Penalty: 2604.981445
	Iteration 38Q: 3 clusters Score -378055.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -378069.281250 Penalty: 2604.981445
	Iteration 39Q: 3 clusters Score -378069.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -378076.250000 Penalty: 2604.981445
	Iteration 40F: 3 clusters Score -378076.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -378087.500000 Penalty: 2604.981445
	Iteration 41Q: 3 clusters Score -378087.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -378095.312500 Penalty: 2604.981445
	Iteration 42Q: 3 clusters Score -378095.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -378108.250000 Penalty: 2604.981445
	Iteration 43Q: 3 clusters Score -378108.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -378118.218750 Penalty: 2604.981445
	Iteration 44Q: 3 clusters Score -378118.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -378124.812500 Penalty: 2604.981445
	Iteration 45Q: 3 clusters Score -378124.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -378133.812500 Penalty: 2604.981445
	Iteration 46Q: 3 clusters Score -378133.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -378141.781250 Penalty: 2604.981445
	Iteration 47Q: 3 clusters Score -378141.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -378144.843750 Penalty: 2604.981445
	Iteration 48Q: 3 clusters Score -378144.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -378146.906250 Penalty: 2604.981445
	Iteration 49Q: 3 clusters Score -378146.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -378147.437500 Penalty: 2604.981445
	Iteration 50Q: 3 clusters Score -378147.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -378148.656250 Penalty: 2604.981445
	Iteration 51Q: 3 clusters Score -378148.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -378149.812500 Penalty: 2604.981445
	Iteration 52Q: 3 clusters Score -378149.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -378150.468750 Penalty: 2604.981445
	Iteration 53Q: 3 clusters Score -378150.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -378152.562500 Penalty: 2604.981445
	Iteration 54Q: 3 clusters Score -378152.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -378155.218750 Penalty: 2604.981445
	Iteration 55Q: 3 clusters Score -378155.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -378157.218750 Penalty: 2604.981445
	Iteration 56Q: 3 clusters Score -378157.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -378160.718750 Penalty: 2604.981445
	Iteration 57Q: 3 clusters Score -378160.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -378163.562500 Penalty: 2604.981445
	Iteration 58Q: 3 clusters Score -378163.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -378164.343750 Penalty: 2604.981445
	Iteration 59Q: 3 clusters Score -378164.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -378164.343750 Penalty: 2604.981445
	Iteration 60F: 3 clusters Score -378164.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (93780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93780 members 
Entering Unmasked Estep 
Score: -11661193.000000 Penalty: 1860.414795
	Iteration 0F: 2 clusters Score -1.166119e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 46893 members 
Entering Unmasked Estep 
Score: -11598769.000000 Penalty: 3720.829590
	Iteration 0F: 3 clusters Score -1.159877e+07 nChanged 44777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -11624700.000000 Penalty: 3720.829590
	Iteration 1F: 3 clusters Score -1.16247e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -11625560.000000 Penalty: 3720.829590
	Iteration 2Q: 3 clusters Score -1.162556e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -11626585.000000 Penalty: 3720.829590
	Iteration 3Q: 3 clusters Score -1.162658e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -11627946.000000 Penalty: 3720.829590
	Iteration 4Q: 3 clusters Score -1.162795e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 51852 members 
Entering Unmasked Estep 
Score: -11630294.000000 Penalty: 3720.829590
	Iteration 5Q: 3 clusters Score -1.163029e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -11633850.000000 Penalty: 3720.829590
	Iteration 6F: 3 clusters Score -1.163385e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 57740 members 
Entering Unmasked Estep 
Score: -11637854.000000 Penalty: 3720.829590
	Iteration 7F: 3 clusters Score -1.163785e+07 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 61063 members 
Entering Unmasked Estep 
Score: -11642089.000000 Penalty: 3720.829590
	Iteration 8F: 3 clusters Score -1.164209e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 63923 members 
Entering Unmasked Estep 
Score: -11645848.000000 Penalty: 3720.829590
	Iteration 9F: 3 clusters Score -1.164585e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 66072 members 
Entering Unmasked Estep 
Score: -11648578.000000 Penalty: 3720.829590
	Iteration 10Q: 3 clusters Score -1.164858e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 67791 members 
Entering Unmasked Estep 
Score: -11650389.000000 Penalty: 3720.829590
	Iteration 11Q: 3 clusters Score -1.165039e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 69377 members 
Entering Unmasked Estep 
Score: -11651608.000000 Penalty: 3720.829590
	Iteration 12Q: 3 clusters Score -1.165161e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 70847 members 
Entering Unmasked Estep 
Score: -11652464.000000 Penalty: 3720.829590
	Iteration 13Q: 3 clusters Score -1.165246e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 72336 members 
Entering Unmasked Estep 
Score: -11653160.000000 Penalty: 3720.829590
	Iteration 14Q: 3 clusters Score -1.165316e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 73866 members 
Entering Unmasked Estep 
Score: -11653896.000000 Penalty: 3720.829590
	Iteration 15Q: 3 clusters Score -1.16539e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 75428 members 
Entering Unmasked Estep 
Score: -11654512.000000 Penalty: 3720.829590
	Iteration 16Q: 3 clusters Score -1.165451e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 76930 members 
Entering Unmasked Estep 
Score: -11655149.000000 Penalty: 3720.829590
	Iteration 17Q: 3 clusters Score -1.165515e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 78371 members 
Entering Unmasked Estep 
Score: -11655752.000000 Penalty: 3720.829590
	Iteration 18Q: 3 clusters Score -1.165575e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 79708 members 
Entering Unmasked Estep 
Score: -11656363.000000 Penalty: 3720.829590
	Iteration 19Q: 3 clusters Score -1.165636e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 81021 members 
Entering Unmasked Estep 
Score: -11657035.000000 Penalty: 3720.829590
	Iteration 20F: 3 clusters Score -1.165704e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 82222 members 
Entering Unmasked Estep 
Score: -11657591.000000 Penalty: 3720.829590
	Iteration 21Q: 3 clusters Score -1.165759e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 83296 members 
Entering Unmasked Estep 
Score: -11658178.000000 Penalty: 3720.829590
	Iteration 22Q: 3 clusters Score -1.165818e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 84214 members 
Entering Unmasked Estep 
Score: -11658588.000000 Penalty: 3720.829590
	Iteration 23Q: 3 clusters Score -1.165859e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 85016 members 
Entering Unmasked Estep 
Score: -11658999.000000 Penalty: 3720.829590
	Iteration 24Q: 3 clusters Score -1.1659e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 85718 members 
Entering Unmasked Estep 
Score: -11659353.000000 Penalty: 3720.829590
	Iteration 25Q: 3 clusters Score -1.165935e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 86310 members 
Entering Unmasked Estep 
Score: -11659538.000000 Penalty: 3720.829590
	Iteration 26Q: 3 clusters Score -1.165954e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 86853 members 
Entering Unmasked Estep 
Score: -11659747.000000 Penalty: 3720.829590
	Iteration 27Q: 3 clusters Score -1.165975e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 87308 members 
Entering Unmasked Estep 
Score: -11659909.000000 Penalty: 3720.829590
	Iteration 28Q: 3 clusters Score -1.165991e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 87675 members 
Entering Unmasked Estep 
Score: -11660001.000000 Penalty: 3720.829590
	Iteration 29Q: 3 clusters Score -1.166e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 87984 members 
Entering Unmasked Estep 
Score: -11660083.000000 Penalty: 3720.829590
	Iteration 30Q: 3 clusters Score -1.166008e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 88282 members 
Entering Unmasked Estep 
Score: -11660172.000000 Penalty: 3720.829590
	Iteration 31Q: 3 clusters Score -1.166017e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 88514 members 
Entering Unmasked Estep 
Score: -11660220.000000 Penalty: 3720.829590
	Iteration 32Q: 3 clusters Score -1.166022e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 88708 members 
Entering Unmasked Estep 
Score: -11660234.000000 Penalty: 3720.829590
	Iteration 33Q: 3 clusters Score -1.166023e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 88912 members 
Entering Unmasked Estep 
Score: -11660286.000000 Penalty: 3720.829590
	Iteration 34Q: 3 clusters Score -1.166029e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 89101 members 
Entering Unmasked Estep 
Score: -11660334.000000 Penalty: 3720.829590
	Iteration 35Q: 3 clusters Score -1.166033e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 89287 members 
Entering Unmasked Estep 
Score: -11660379.000000 Penalty: 3720.829590
	Iteration 36Q: 3 clusters Score -1.166038e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 89439 members 
Entering Unmasked Estep 
Score: -11660390.000000 Penalty: 3720.829590
	Iteration 37Q: 3 clusters Score -1.166039e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 89573 members 
Entering Unmasked Estep 
Score: -11660425.000000 Penalty: 3720.829590
	Iteration 38Q: 3 clusters Score -1.166042e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 89698 members 
Entering Unmasked Estep 
Score: -11660417.000000 Penalty: 3720.829590
	Iteration 39Q: 3 clusters Score -1.166042e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 89807 members 
Entering Unmasked Estep 
Score: -11660483.000000 Penalty: 3720.829590
	Iteration 40F: 3 clusters Score -1.166048e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 89913 members 
Entering Unmasked Estep 
Score: -11660507.000000 Penalty: 3720.829590
	Iteration 41Q: 3 clusters Score -1.166051e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 90006 members 
Entering Unmasked Estep 
Score: -11660556.000000 Penalty: 3720.829590
	Iteration 42Q: 3 clusters Score -1.166056e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 90096 members 
Entering Unmasked Estep 
Score: -11660563.000000 Penalty: 3720.829590
	Iteration 43Q: 3 clusters Score -1.166056e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 90170 members 
Entering Unmasked Estep 
Score: -11660580.000000 Penalty: 3720.829590
	Iteration 44Q: 3 clusters Score -1.166058e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 90221 members 
Entering Unmasked Estep 
Score: -11660591.000000 Penalty: 3720.829590
	Iteration 45Q: 3 clusters Score -1.166059e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 90267 members 
Entering Unmasked Estep 
Score: -11660598.000000 Penalty: 3720.829590
	Iteration 46Q: 3 clusters Score -1.16606e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 90302 members 
Entering Unmasked Estep 
Score: -11660621.000000 Penalty: 3720.829590
	Iteration 47Q: 3 clusters Score -1.166062e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 90340 members 
Entering Unmasked Estep 
Score: -11660645.000000 Penalty: 3720.829590
	Iteration 48Q: 3 clusters Score -1.166064e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 90362 members 
Entering Unmasked Estep 
Score: -11660646.000000 Penalty: 3720.829590
	Iteration 49Q: 3 clusters Score -1.166065e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 90383 members 
Entering Unmasked Estep 
Score: -11660637.000000 Penalty: 3720.829590
	Iteration 50Q: 3 clusters Score -1.166064e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 90406 members 
Entering Unmasked Estep 
Score: -11660634.000000 Penalty: 3720.829590
	Iteration 51Q: 3 clusters Score -1.166063e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 90433 members 
Entering Unmasked Estep 
Score: -11660636.000000 Penalty: 3720.829590
	Iteration 52Q: 3 clusters Score -1.166064e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 90462 members 
Entering Unmasked Estep 
Score: -11660647.000000 Penalty: 3720.829590
	Iteration 53Q: 3 clusters Score -1.166065e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 90493 members 
Entering Unmasked Estep 
Score: -11660659.000000 Penalty: 3720.829590
	Iteration 54Q: 3 clusters Score -1.166066e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 90532 members 
Entering Unmasked Estep 
Score: -11660639.000000 Penalty: 3720.829590
	Iteration 55Q: 3 clusters Score -1.166064e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 90564 members 
Entering Unmasked Estep 
Score: -11660651.000000 Penalty: 3720.829590
	Iteration 56Q: 3 clusters Score -1.166065e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 90587 members 
Entering Unmasked Estep 
Score: -11660654.000000 Penalty: 3720.829590
	Iteration 57Q: 3 clusters Score -1.166065e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 90613 members 
Entering Unmasked Estep 
Score: -11660658.000000 Penalty: 3720.829590
	Iteration 58Q: 3 clusters Score -1.166066e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 90632 members 
Entering Unmasked Estep 
Score: -11660654.000000 Penalty: 3720.829590
	Iteration 59Q: 3 clusters Score -1.166065e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 90654 members 
Entering Unmasked Estep 
Score: -11660673.000000 Penalty: 3720.829590
	Iteration 60F: 3 clusters Score -1.166067e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 90667 members 
Entering Unmasked Estep 
Score: -11660694.000000 Penalty: 3720.829590
	Iteration 61Q: 3 clusters Score -1.166069e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 90677 members 
Entering Unmasked Estep 
Score: -11660702.000000 Penalty: 3720.829590
	Iteration 62Q: 3 clusters Score -1.16607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 90686 members 
Entering Unmasked Estep 
Score: -11660689.000000 Penalty: 3720.829590
	Iteration 63Q: 3 clusters Score -1.166069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 90689 members 
Entering Unmasked Estep 
Score: -11660700.000000 Penalty: 3720.829590
	Iteration 64Q: 3 clusters Score -1.16607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 90694 members 
Entering Unmasked Estep 
Score: -11660700.000000 Penalty: 3720.829590
	Iteration 65Q: 3 clusters Score -1.16607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 90699 members 
Entering Unmasked Estep 
Score: -11660688.000000 Penalty: 3720.829590
	Iteration 66Q: 3 clusters Score -1.166069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 90708 members 
Entering Unmasked Estep 
Score: -11660688.000000 Penalty: 3720.829590
	Iteration 67Q: 3 clusters Score -1.166069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 90712 members 
Entering Unmasked Estep 
Score: -11660683.000000 Penalty: 3720.829590
	Iteration 68Q: 3 clusters Score -1.166068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 90717 members 
Entering Unmasked Estep 
Score: -11660677.000000 Penalty: 3720.829590
	Iteration 69Q: 3 clusters Score -1.166068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 90718 members 
Entering Unmasked Estep 
Score: -11660689.000000 Penalty: 3720.829590
	Iteration 70Q: 3 clusters Score -1.166069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 90721 members 
Entering Unmasked Estep 
Score: -11660692.000000 Penalty: 3720.829590
	Iteration 71Q: 3 clusters Score -1.166069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 90722 members 
Entering Unmasked Estep 
Score: -11660695.000000 Penalty: 3720.829590
	Iteration 72Q: 3 clusters Score -1.16607e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 90722 members 
Entering Unmasked Estep 
Score: -11660695.000000 Penalty: 3720.829590
	Iteration 73F: 3 clusters Score -1.16607e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -2887381.500000 Penalty: 1634.739502
	Iteration 0F: 2 clusters Score -2887382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2871352.750000 Penalty: 3269.479004
	Iteration 0F: 3 clusters Score -2871353 nChanged 10690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -2877397.000000 Penalty: 3269.479004
	Iteration 1F: 3 clusters Score -2877397 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2877899.000000 Penalty: 3269.479004
	Iteration 2F: 3 clusters Score -2877899 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2878408.500000 Penalty: 3269.479004
	Iteration 3F: 3 clusters Score -2878408 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2878973.000000 Penalty: 3269.479004
	Iteration 4Q: 3 clusters Score -2878973 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2879614.250000 Penalty: 3269.479004
	Iteration 5F: 3 clusters Score -2879614 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2880308.250000 Penalty: 3269.479004
	Iteration 6F: 3 clusters Score -2880308 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -2881011.750000 Penalty: 3269.479004
	Iteration 7F: 3 clusters Score -2881012 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -2881717.250000 Penalty: 3269.479004
	Iteration 8Q: 3 clusters Score -2881717 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2882424.500000 Penalty: 3269.479004
	Iteration 9Q: 3 clusters Score -2882424 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2882931.750000 Penalty: 3269.479004
	Iteration 10Q: 3 clusters Score -2882932 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2883225.750000 Penalty: 3269.479004
	Iteration 11Q: 3 clusters Score -2883226 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -2883390.250000 Penalty: 3269.479004
	Iteration 12Q: 3 clusters Score -2883390 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -2883502.000000 Penalty: 3269.479004
	Iteration 13Q: 3 clusters Score -2883502 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2883577.250000 Penalty: 3269.479004
	Iteration 14Q: 3 clusters Score -2883577 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2883629.250000 Penalty: 3269.479004
	Iteration 15Q: 3 clusters Score -2883629 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2883682.000000 Penalty: 3269.479004
	Iteration 16Q: 3 clusters Score -2883682 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -2883743.750000 Penalty: 3269.479004
	Iteration 17Q: 3 clusters Score -2883744 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2883815.250000 Penalty: 3269.479004
	Iteration 18Q: 3 clusters Score -2883815 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2883892.000000 Penalty: 3269.479004
	Iteration 19Q: 3 clusters Score -2883892 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2883973.000000 Penalty: 3269.479004
	Iteration 20F: 3 clusters Score -2883973 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2884051.750000 Penalty: 3269.479004
	Iteration 21Q: 3 clusters Score -2884052 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2884165.250000 Penalty: 3269.479004
	Iteration 22Q: 3 clusters Score -2884165 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2884239.250000 Penalty: 3269.479004
	Iteration 23Q: 3 clusters Score -2884239 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -2884378.250000 Penalty: 3269.479004
	Iteration 24Q: 3 clusters Score -2884378 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2884497.250000 Penalty: 3269.479004
	Iteration 25Q: 3 clusters Score -2884497 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2884639.500000 Penalty: 3269.479004
	Iteration 26Q: 3 clusters Score -2884640 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -2884786.500000 Penalty: 3269.479004
	Iteration 27Q: 3 clusters Score -2884786 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2884931.250000 Penalty: 3269.479004
	Iteration 28Q: 3 clusters Score -2884931 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -2885056.000000 Penalty: 3269.479004
	Iteration 29Q: 3 clusters Score -2885056 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2885176.000000 Penalty: 3269.479004
	Iteration 30Q: 3 clusters Score -2885176 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -2885258.000000 Penalty: 3269.479004
	Iteration 31Q: 3 clusters Score -2885258 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2885324.750000 Penalty: 3269.479004
	Iteration 32Q: 3 clusters Score -2885325 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -2885371.500000 Penalty: 3269.479004
	Iteration 33Q: 3 clusters Score -2885372 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -2885429.000000 Penalty: 3269.479004
	Iteration 34Q: 3 clusters Score -2885429 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -2885462.750000 Penalty: 3269.479004
	Iteration 35Q: 3 clusters Score -2885463 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2885486.250000 Penalty: 3269.479004
	Iteration 36Q: 3 clusters Score -2885486 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -2885513.500000 Penalty: 3269.479004
	Iteration 37Q: 3 clusters Score -2885514 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -2885533.750000 Penalty: 3269.479004
	Iteration 38Q: 3 clusters Score -2885534 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -2885558.250000 Penalty: 3269.479004
	Iteration 39Q: 3 clusters Score -2885558 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -2885569.750000 Penalty: 3269.479004
	Iteration 40F: 3 clusters Score -2885570 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -2885579.500000 Penalty: 3269.479004
	Iteration 41Q: 3 clusters Score -2885580 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -2885605.000000 Penalty: 3269.479004
	Iteration 42Q: 3 clusters Score -2885605 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -2885610.000000 Penalty: 3269.479004
	Iteration 43Q: 3 clusters Score -2885610 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -2885629.750000 Penalty: 3269.479004
	Iteration 44Q: 3 clusters Score -2885630 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -2885648.750000 Penalty: 3269.479004
	Iteration 45Q: 3 clusters Score -2885649 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -2885657.750000 Penalty: 3269.479004
	Iteration 46Q: 3 clusters Score -2885658 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -2885669.250000 Penalty: 3269.479004
	Iteration 47Q: 3 clusters Score -2885669 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -2885673.500000 Penalty: 3269.479004
	Iteration 48Q: 3 clusters Score -2885674 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -2885690.000000 Penalty: 3269.479004
	Iteration 49Q: 3 clusters Score -2885690 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -2885705.750000 Penalty: 3269.479004
	Iteration 50Q: 3 clusters Score -2885706 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -2885709.000000 Penalty: 3269.479004
	Iteration 51Q: 3 clusters Score -2885709 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -2885713.500000 Penalty: 3269.479004
	Iteration 52Q: 3 clusters Score -2885714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -2885728.000000 Penalty: 3269.479004
	Iteration 53Q: 3 clusters Score -2885728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -2885738.000000 Penalty: 3269.479004
	Iteration 54Q: 3 clusters Score -2885738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -2885750.750000 Penalty: 3269.479004
	Iteration 55Q: 3 clusters Score -2885751 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -2885758.250000 Penalty: 3269.479004
	Iteration 56Q: 3 clusters Score -2885758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -2885762.000000 Penalty: 3269.479004
	Iteration 57Q: 3 clusters Score -2885762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -2885768.250000 Penalty: 3269.479004
	Iteration 58Q: 3 clusters Score -2885768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -2885778.250000 Penalty: 3269.479004
	Iteration 59Q: 3 clusters Score -2885778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -2885780.000000 Penalty: 3269.479004
	Iteration 60F: 3 clusters Score -2885780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -2885779.250000 Penalty: 3269.479004
	Iteration 61Q: 3 clusters Score -2885779 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -2885789.000000 Penalty: 3269.479004
	Iteration 62Q: 3 clusters Score -2885789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -2885793.500000 Penalty: 3269.479004
	Iteration 63Q: 3 clusters Score -2885794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -2885795.750000 Penalty: 3269.479004
	Iteration 64Q: 3 clusters Score -2885796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -2885795.250000 Penalty: 3269.479004
	Iteration 65Q: 3 clusters Score -2885795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -2885800.250000 Penalty: 3269.479004
	Iteration 66Q: 3 clusters Score -2885800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -2885804.500000 Penalty: 3269.479004
	Iteration 67Q: 3 clusters Score -2885804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -2885803.500000 Penalty: 3269.479004
	Iteration 68Q: 3 clusters Score -2885804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -2885804.750000 Penalty: 3269.479004
	Iteration 69Q: 3 clusters Score -2885805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -2885807.250000 Penalty: 3269.479004
	Iteration 70Q: 3 clusters Score -2885807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -2885812.250000 Penalty: 3269.479004
	Iteration 71Q: 3 clusters Score -2885812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -2885813.250000 Penalty: 3269.479004
	Iteration 72Q: 3 clusters Score -2885813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -2885818.000000 Penalty: 3269.479004
	Iteration 73Q: 3 clusters Score -2885818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -2885823.000000 Penalty: 3269.479004
	Iteration 74Q: 3 clusters Score -2885823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -2885822.000000 Penalty: 3269.479004
	Iteration 75Q: 3 clusters Score -2885822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -2885824.750000 Penalty: 3269.479004
	Iteration 76Q: 3 clusters Score -2885825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -2885830.250000 Penalty: 3269.479004
	Iteration 77Q: 3 clusters Score -2885830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -2885835.000000 Penalty: 3269.479004
	Iteration 78Q: 3 clusters Score -2885835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -2885836.000000 Penalty: 3269.479004
	Iteration 79Q: 3 clusters Score -2885836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -2885838.000000 Penalty: 3269.479004
	Iteration 80F: 3 clusters Score -2885838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -2885838.750000 Penalty: 3269.479004
	Iteration 81Q: 3 clusters Score -2885839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -2885840.250000 Penalty: 3269.479004
	Iteration 82Q: 3 clusters Score -2885840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -2885838.250000 Penalty: 3269.479004
	Iteration 83Q: 3 clusters Score -2885838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -2885845.000000 Penalty: 3269.479004
	Iteration 84Q: 3 clusters Score -2885845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -2885843.500000 Penalty: 3269.479004
	Iteration 85Q: 3 clusters Score -2885844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -2885842.750000 Penalty: 3269.479004
	Iteration 86Q: 3 clusters Score -2885843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -2885845.250000 Penalty: 3269.479004
	Iteration 87Q: 3 clusters Score -2885845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -2885842.750000 Penalty: 3269.479004
	Iteration 88Q: 3 clusters Score -2885843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -2885842.250000 Penalty: 3269.479004
	Iteration 89Q: 3 clusters Score -2885842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -2885842.250000 Penalty: 3269.479004
	Iteration 90Q: 3 clusters Score -2885842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -2885844.000000 Penalty: 3269.479004
	Iteration 91Q: 3 clusters Score -2885844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -2885841.750000 Penalty: 3269.479004
	Iteration 92Q: 3 clusters Score -2885842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -2885844.000000 Penalty: 3269.479004
	Iteration 93Q: 3 clusters Score -2885844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -2885846.250000 Penalty: 3269.479004
	Iteration 94Q: 3 clusters Score -2885846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -2885849.250000 Penalty: 3269.479004
	Iteration 95Q: 3 clusters Score -2885849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -2885848.250000 Penalty: 3269.479004
	Iteration 96Q: 3 clusters Score -2885848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -2885852.500000 Penalty: 3269.479004
	Iteration 97Q: 3 clusters Score -2885852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -2885852.750000 Penalty: 3269.479004
	Iteration 98Q: 3 clusters Score -2885853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -2885855.500000 Penalty: 3269.479004
	Iteration 99Q: 3 clusters Score -2885856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -2885855.000000 Penalty: 3269.479004
	Iteration 100F: 3 clusters Score -2885855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -2885859.250000 Penalty: 3269.479004
	Iteration 101Q: 3 clusters Score -2885859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -2885859.250000 Penalty: 3269.479004
	Iteration 102Q: 3 clusters Score -2885859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -2885860.250000 Penalty: 3269.479004
	Iteration 103Q: 3 clusters Score -2885860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -2885860.250000 Penalty: 3269.479004
	Iteration 104Q: 3 clusters Score -2885860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -2885861.750000 Penalty: 3269.479004
	Iteration 105Q: 3 clusters Score -2885862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -2885863.000000 Penalty: 3269.479004
	Iteration 106Q: 3 clusters Score -2885863 nChanged 5
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: -2885867.250000 Penalty: 3269.479004
	Iteration 107Q: 3 clusters Score -2885867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -2885864.750000 Penalty: 3269.479004
	Iteration 108Q: 3 clusters Score -2885865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -2885867.000000 Penalty: 3269.479004
	Iteration 109Q: 3 clusters Score -2885867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -2885865.000000 Penalty: 3269.479004
	Iteration 110Q: 3 clusters Score -2885865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -2885865.250000 Penalty: 3269.479004
	Iteration 111Q: 3 clusters Score -2885865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -2885866.250000 Penalty: 3269.479004
	Iteration 112Q: 3 clusters Score -2885866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -2885874.750000 Penalty: 3269.479004
	Iteration 113Q: 3 clusters Score -2885875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -2885880.500000 Penalty: 3269.479004
	Iteration 114Q: 3 clusters Score -2885880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -2885882.250000 Penalty: 3269.479004
	Iteration 115Q: 3 clusters Score -2885882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -2885879.250000 Penalty: 3269.479004
	Iteration 116Q: 3 clusters Score -2885879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -2885882.500000 Penalty: 3269.479004
	Iteration 117Q: 3 clusters Score -2885882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -2885882.500000 Penalty: 3269.479004
	Iteration 118Q: 3 clusters Score -2885882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -2885883.750000 Penalty: 3269.479004
	Iteration 119Q: 3 clusters Score -2885884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -2885883.750000 Penalty: 3269.479004
	Iteration 120F: 3 clusters Score -2885884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Entering Unmasked Estep 
Score: -1795424.750000 Penalty: 1555.878418
	Iteration 0F: 2 clusters Score -1795425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1785378.750000 Penalty: 3111.756836
	Iteration 0F: 3 clusters Score -1785379 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1789341.875000 Penalty: 3111.756836
	Iteration 1F: 3 clusters Score -1789342 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1789918.750000 Penalty: 3111.756836
	Iteration 2F: 3 clusters Score -1789919 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1790462.750000 Penalty: 3111.756836
	Iteration 3F: 3 clusters Score -1790463 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1791020.750000 Penalty: 3111.756836
	Iteration 4F: 3 clusters Score -1791021 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1791541.750000 Penalty: 3111.756836
	Iteration 5F: 3 clusters Score -1791542 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1791983.625000 Penalty: 3111.756836
	Iteration 6F: 3 clusters Score -1791984 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1792382.625000 Penalty: 3111.756836
	Iteration 7Q: 3 clusters Score -1792383 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1792707.250000 Penalty: 3111.756836
	Iteration 8Q: 3 clusters Score -1792707 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1792976.250000 Penalty: 3111.756836
	Iteration 9Q: 3 clusters Score -1792976 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1793230.750000 Penalty: 3111.756836
	Iteration 10Q: 3 clusters Score -1793231 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1793462.625000 Penalty: 3111.756836
	Iteration 11Q: 3 clusters Score -1793463 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1793687.375000 Penalty: 3111.756836
	Iteration 12Q: 3 clusters Score -1793687 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1793892.375000 Penalty: 3111.756836
	Iteration 13Q: 3 clusters Score -1793892 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1794098.625000 Penalty: 3111.756836
	Iteration 14Q: 3 clusters Score -1794099 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1794282.125000 Penalty: 3111.756836
	Iteration 15Q: 3 clusters Score -1794282 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1794408.625000 Penalty: 3111.756836
	Iteration 16Q: 3 clusters Score -1794409 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1794528.375000 Penalty: 3111.756836
	Iteration 17Q: 3 clusters Score -1794528 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1794591.500000 Penalty: 3111.756836
	Iteration 18Q: 3 clusters Score -1794592 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1794650.375000 Penalty: 3111.756836
	Iteration 19Q: 3 clusters Score -1794650 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1794702.250000 Penalty: 3111.756836
	Iteration 20F: 3 clusters Score -1794702 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1794743.625000 Penalty: 3111.756836
	Iteration 21Q: 3 clusters Score -1794744 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1794756.625000 Penalty: 3111.756836
	Iteration 22Q: 3 clusters Score -1794757 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1794767.000000 Penalty: 3111.756836
	Iteration 23Q: 3 clusters Score -1794767 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1794779.625000 Penalty: 3111.756836
	Iteration 24Q: 3 clusters Score -1794780 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1794794.125000 Penalty: 3111.756836
	Iteration 25Q: 3 clusters Score -1794794 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1794801.500000 Penalty: 3111.756836
	Iteration 26Q: 3 clusters Score -1794802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1794801.750000 Penalty: 3111.756836
	Iteration 27Q: 3 clusters Score -1794802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1794798.125000 Penalty: 3111.756836
	Iteration 28Q: 3 clusters Score -1794798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1794801.750000 Penalty: 3111.756836
	Iteration 29Q: 3 clusters Score -1794802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1794800.750000 Penalty: 3111.756836
	Iteration 30Q: 3 clusters Score -1794801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1794807.750000 Penalty: 3111.756836
	Iteration 31Q: 3 clusters Score -1794808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1794808.250000 Penalty: 3111.756836
	Iteration 32Q: 3 clusters Score -1794808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1794809.500000 Penalty: 3111.756836
	Iteration 33Q: 3 clusters Score -1794810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1794812.375000 Penalty: 3111.756836
	Iteration 34Q: 3 clusters Score -1794812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1794814.375000 Penalty: 3111.756836
	Iteration 35Q: 3 clusters Score -1794814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1794815.500000 Penalty: 3111.756836
	Iteration 36Q: 3 clusters Score -1794816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1794815.875000 Penalty: 3111.756836
	Iteration 37Q: 3 clusters Score -1794816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1794817.250000 Penalty: 3111.756836
	Iteration 38Q: 3 clusters Score -1794817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1794816.625000 Penalty: 3111.756836
	Iteration 39Q: 3 clusters Score -1794817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1794818.000000 Penalty: 3111.756836
	Iteration 40F: 3 clusters Score -1794818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1794816.625000 Penalty: 3111.756836
	Iteration 41Q: 3 clusters Score -1794817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1794815.875000 Penalty: 3111.756836
	Iteration 42Q: 3 clusters Score -1794816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1794818.500000 Penalty: 3111.756836
	Iteration 43Q: 3 clusters Score -1794818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1794823.625000 Penalty: 3111.756836
	Iteration 44Q: 3 clusters Score -1794824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1794824.875000 Penalty: 3111.756836
	Iteration 45Q: 3 clusters Score -1794825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1794822.750000 Penalty: 3111.756836
	Iteration 46Q: 3 clusters Score -1794823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1794822.750000 Penalty: 3111.756836
	Iteration 47F: 3 clusters Score -1794823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Entering Unmasked Estep 
Score: -319462.562500 Penalty: 1287.544067
	Iteration 0F: 2 clusters Score -319462.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -316937.812500 Penalty: 2575.088135
	Iteration 0F: 3 clusters Score -316937.8 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -317561.562500 Penalty: 2575.088135
	Iteration 1F: 3 clusters Score -317561.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -317741.875000 Penalty: 2575.088135
	Iteration 2F: 3 clusters Score -317741.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -317885.781250 Penalty: 2575.088135
	Iteration 3F: 3 clusters Score -317885.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -317996.218750 Penalty: 2575.088135
	Iteration 4F: 3 clusters Score -317996.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -318087.718750 Penalty: 2575.088135
	Iteration 5Q: 3 clusters Score -318087.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -318163.500000 Penalty: 2575.088135
	Iteration 6Q: 3 clusters Score -318163.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -318245.718750 Penalty: 2575.088135
	Iteration 7Q: 3 clusters Score -318245.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -318314.625000 Penalty: 2575.088135
	Iteration 8Q: 3 clusters Score -318314.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -318365.468750 Penalty: 2575.088135
	Iteration 9Q: 3 clusters Score -318365.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -318401.875000 Penalty: 2575.088135
	Iteration 10Q: 3 clusters Score -318401.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -318426.156250 Penalty: 2575.088135
	Iteration 11Q: 3 clusters Score -318426.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -318447.750000 Penalty: 2575.088135
	Iteration 12Q: 3 clusters Score -318447.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -318466.156250 Penalty: 2575.088135
	Iteration 13Q: 3 clusters Score -318466.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -318482.812500 Penalty: 2575.088135
	Iteration 14Q: 3 clusters Score -318482.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -318494.718750 Penalty: 2575.088135
	Iteration 15Q: 3 clusters Score -318494.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -318503.156250 Penalty: 2575.088135
	Iteration 16Q: 3 clusters Score -318503.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -318510.687500 Penalty: 2575.088135
	Iteration 17Q: 3 clusters Score -318510.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -318518.812500 Penalty: 2575.088135
	Iteration 18Q: 3 clusters Score -318518.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -318531.062500 Penalty: 2575.088135
	Iteration 19Q: 3 clusters Score -318531.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -318546.406250 Penalty: 2575.088135
	Iteration 20F: 3 clusters Score -318546.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -318555.406250 Penalty: 2575.088135
	Iteration 21Q: 3 clusters Score -318555.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -318560.812500 Penalty: 2575.088135
	Iteration 22Q: 3 clusters Score -318560.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -318566.781250 Penalty: 2575.088135
	Iteration 23Q: 3 clusters Score -318566.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -318573.218750 Penalty: 2575.088135
	Iteration 24Q: 3 clusters Score -318573.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -318579.125000 Penalty: 2575.088135
	Iteration 25Q: 3 clusters Score -318579.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -318582.000000 Penalty: 2575.088135
	Iteration 26Q: 3 clusters Score -318582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -318584.125000 Penalty: 2575.088135
	Iteration 27Q: 3 clusters Score -318584.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -318590.187500 Penalty: 2575.088135
	Iteration 28Q: 3 clusters Score -318590.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -318593.218750 Penalty: 2575.088135
	Iteration 29Q: 3 clusters Score -318593.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -318595.437500 Penalty: 2575.088135
	Iteration 30Q: 3 clusters Score -318595.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -318599.187500 Penalty: 2575.088135
	Iteration 31Q: 3 clusters Score -318599.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -318603.531250 Penalty: 2575.088135
	Iteration 32Q: 3 clusters Score -318603.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -318608.687500 Penalty: 2575.088135
	Iteration 33Q: 3 clusters Score -318608.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -318612.500000 Penalty: 2575.088135
	Iteration 34Q: 3 clusters Score -318612.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -318615.906250 Penalty: 2575.088135
	Iteration 35Q: 3 clusters Score -318615.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -318617.218750 Penalty: 2575.088135
	Iteration 36Q: 3 clusters Score -318617.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -318618.093750 Penalty: 2575.088135
	Iteration 37Q: 3 clusters Score -318618.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -318621.875000 Penalty: 2575.088135
	Iteration 38Q: 3 clusters Score -318621.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -318625.218750 Penalty: 2575.088135
	Iteration 39Q: 3 clusters Score -318625.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -318628.843750 Penalty: 2575.088135
	Iteration 40F: 3 clusters Score -318628.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -318632.093750 Penalty: 2575.088135
	Iteration 41Q: 3 clusters Score -318632.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -318633.500000 Penalty: 2575.088135
	Iteration 42Q: 3 clusters Score -318633.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -318634.187500 Penalty: 2575.088135
	Iteration 43Q: 3 clusters Score -318634.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -318634.906250 Penalty: 2575.088135
	Iteration 44Q: 3 clusters Score -318634.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -318635.781250 Penalty: 2575.088135
	Iteration 45Q: 3 clusters Score -318635.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -318635.687500 Penalty: 2575.088135
	Iteration 46Q: 3 clusters Score -318635.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -318637.062500 Penalty: 2575.088135
	Iteration 47Q: 3 clusters Score -318637.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -318637.562500 Penalty: 2575.088135
	Iteration 48Q: 3 clusters Score -318637.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -318637.562500 Penalty: 2575.088135
	Iteration 49F: 3 clusters Score -318637.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -45308.742188 Penalty: 979.203247
	Iteration 0F: 2 clusters Score -45308.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44312.933594 Penalty: 1958.406494
	Iteration 0F: 3 clusters Score -44312.93 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -44465.414062 Penalty: 1958.406494
	Iteration 1F: 3 clusters Score -44465.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -44544.308594 Penalty: 1958.406494
	Iteration 2F: 3 clusters Score -44544.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -44579.179688 Penalty: 1958.406494
	Iteration 3Q: 3 clusters Score -44579.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -44609.531250 Penalty: 1958.406494
	Iteration 4Q: 3 clusters Score -44609.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -44620.621094 Penalty: 1958.406494
	Iteration 5Q: 3 clusters Score -44620.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -44628.851562 Penalty: 1958.406494
	Iteration 6Q: 3 clusters Score -44628.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -44630.953125 Penalty: 1958.406494
	Iteration 7Q: 3 clusters Score -44630.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -44634.261719 Penalty: 1958.406494
	Iteration 8Q: 3 clusters Score -44634.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -44634.261719 Penalty: 1958.406494
	Iteration 9F: 3 clusters Score -44634.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Entering Unmasked Estep 
Score: -979747.375000 Penalty: 1459.093750
	Iteration 0F: 2 clusters Score -979747.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -973904.937500 Penalty: 2918.187500
	Iteration 0F: 3 clusters Score -973904.9 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -975763.937500 Penalty: 2918.187500
	Iteration 1F: 3 clusters Score -975763.9 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -976073.187500 Penalty: 2918.187500
	Iteration 2F: 3 clusters Score -976073.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -976313.562500 Penalty: 2918.187500
	Iteration 3F: 3 clusters Score -976313.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -976488.187500 Penalty: 2918.187500
	Iteration 4Q: 3 clusters Score -976488.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -976615.312500 Penalty: 2918.187500
	Iteration 5Q: 3 clusters Score -976615.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -976725.125000 Penalty: 2918.187500
	Iteration 6Q: 3 clusters Score -976725.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -976831.375000 Penalty: 2918.187500
	Iteration 7Q: 3 clusters Score -976831.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -976938.312500 Penalty: 2918.187500
	Iteration 8Q: 3 clusters Score -976938.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -977044.875000 Penalty: 2918.187500
	Iteration 9Q: 3 clusters Score -977044.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -977141.062500 Penalty: 2918.187500
	Iteration 10Q: 3 clusters Score -977141.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -977247.000000 Penalty: 2918.187500
	Iteration 11Q: 3 clusters Score -977247 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -977359.250000 Penalty: 2918.187500
	Iteration 12Q: 3 clusters Score -977359.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -977464.750000 Penalty: 2918.187500
	Iteration 13Q: 3 clusters Score -977464.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -977580.375000 Penalty: 2918.187500
	Iteration 14Q: 3 clusters Score -977580.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -977715.750000 Penalty: 2918.187500
	Iteration 15Q: 3 clusters Score -977715.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -977832.062500 Penalty: 2918.187500
	Iteration 16Q: 3 clusters Score -977832.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -977923.875000 Penalty: 2918.187500
	Iteration 17Q: 3 clusters Score -977923.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -978012.437500 Penalty: 2918.187500
	Iteration 18Q: 3 clusters Score -978012.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -978095.375000 Penalty: 2918.187500
	Iteration 19Q: 3 clusters Score -978095.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -978163.375000 Penalty: 2918.187500
	Iteration 20F: 3 clusters Score -978163.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -978230.875000 Penalty: 2918.187500
	Iteration 21Q: 3 clusters Score -978230.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -978282.875000 Penalty: 2918.187500
	Iteration 22Q: 3 clusters Score -978282.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -978329.000000 Penalty: 2918.187500
	Iteration 23Q: 3 clusters Score -978329 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -978360.500000 Penalty: 2918.187500
	Iteration 24Q: 3 clusters Score -978360.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -978391.000000 Penalty: 2918.187500
	Iteration 25Q: 3 clusters Score -978391 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -978417.875000 Penalty: 2918.187500
	Iteration 26Q: 3 clusters Score -978417.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -978433.062500 Penalty: 2918.187500
	Iteration 27Q: 3 clusters Score -978433.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -978439.312500 Penalty: 2918.187500
	Iteration 28Q: 3 clusters Score -978439.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -978448.500000 Penalty: 2918.187500
	Iteration 29Q: 3 clusters Score -978448.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -978460.000000 Penalty: 2918.187500
	Iteration 30Q: 3 clusters Score -978460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -978479.375000 Penalty: 2918.187500
	Iteration 31Q: 3 clusters Score -978479.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -978494.562500 Penalty: 2918.187500
	Iteration 32Q: 3 clusters Score -978494.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -978503.125000 Penalty: 2918.187500
	Iteration 33Q: 3 clusters Score -978503.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -978507.937500 Penalty: 2918.187500
	Iteration 34Q: 3 clusters Score -978507.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -978514.250000 Penalty: 2918.187500
	Iteration 35Q: 3 clusters Score -978514.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -978521.250000 Penalty: 2918.187500
	Iteration 36Q: 3 clusters Score -978521.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -978530.500000 Penalty: 2918.187500
	Iteration 37Q: 3 clusters Score -978530.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -978543.937500 Penalty: 2918.187500
	Iteration 38Q: 3 clusters Score -978543.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -978549.375000 Penalty: 2918.187500
	Iteration 39Q: 3 clusters Score -978549.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -978561.687500 Penalty: 2918.187500
	Iteration 40F: 3 clusters Score -978561.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -978565.875000 Penalty: 2918.187500
	Iteration 41Q: 3 clusters Score -978565.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -978570.562500 Penalty: 2918.187500
	Iteration 42Q: 3 clusters Score -978570.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -978581.312500 Penalty: 2918.187500
	Iteration 43Q: 3 clusters Score -978581.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -978585.312500 Penalty: 2918.187500
	Iteration 44Q: 3 clusters Score -978585.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -978586.625000 Penalty: 2918.187500
	Iteration 45Q: 3 clusters Score -978586.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -978587.812500 Penalty: 2918.187500
	Iteration 46Q: 3 clusters Score -978587.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -978590.187500 Penalty: 2918.187500
	Iteration 47Q: 3 clusters Score -978590.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -978589.812500 Penalty: 2918.187500
	Iteration 48Q: 3 clusters Score -978589.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -978589.812500 Penalty: 2918.187500
	Iteration 49F: 3 clusters Score -978589.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -27585.660156 Penalty: 945.763489
	Iteration 0F: 2 clusters Score -27585.66 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 159 members 
Entering Unmasked Estep 
Score: -26708.496094 Penalty: 1891.526978
	Iteration 0F: 3 clusters Score -26708.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26892.736328 Penalty: 1891.526978
	Iteration 1F: 3 clusters Score -26892.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -26997.410156 Penalty: 1891.526978
	Iteration 2F: 3 clusters Score -26997.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27055.759766 Penalty: 1891.526978
	Iteration 3F: 3 clusters Score -27055.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27079.921875 Penalty: 1891.526978
	Iteration 4Q: 3 clusters Score -27079.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27104.720703 Penalty: 1891.526978
	Iteration 5Q: 3 clusters Score -27104.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27148.234375 Penalty: 1891.526978
	Iteration 6Q: 3 clusters Score -27148.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27197.681641 Penalty: 1891.526978
	Iteration 7Q: 3 clusters Score -27197.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27230.746094 Penalty: 1891.526978
	Iteration 8Q: 3 clusters Score -27230.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27257.357422 Penalty: 1891.526978
	Iteration 9Q: 3 clusters Score -27257.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27277.404297 Penalty: 1891.526978
	Iteration 10Q: 3 clusters Score -27277.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27289.708984 Penalty: 1891.526978
	Iteration 11Q: 3 clusters Score -27289.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27298.515625 Penalty: 1891.526978
	Iteration 12Q: 3 clusters Score -27298.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27315.595703 Penalty: 1891.526978
	Iteration 13F: 3 clusters Score -27315.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27376.431641 Penalty: 1891.526978
	Iteration 14Q: 3 clusters Score -27376.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27433.843750 Penalty: 1891.526978
	Iteration 15Q: 3 clusters Score -27433.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27443.365234 Penalty: 1891.526978
	Iteration 16Q: 3 clusters Score -27443.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27454.464844 Penalty: 1891.526978
	Iteration 17Q: 3 clusters Score -27454.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27454.464844 Penalty: 1891.526978
	Iteration 18F: 3 clusters Score -27454.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -64605.632812 Penalty: 1031.450806
	Iteration 0F: 2 clusters Score -64605.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63504.230469 Penalty: 2062.901611
	Iteration 0F: 3 clusters Score -63504.23 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63737.929688 Penalty: 2062.901611
	Iteration 1F: 3 clusters Score -63737.93 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -63810.363281 Penalty: 2062.901611
	Iteration 2F: 3 clusters Score -63810.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63861.847656 Penalty: 2062.901611
	Iteration 3Q: 3 clusters Score -63861.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -63928.570312 Penalty: 2062.901611
	Iteration 4Q: 3 clusters Score -63928.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63998.781250 Penalty: 2062.901611
	Iteration 5Q: 3 clusters Score -63998.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -64041.187500 Penalty: 2062.901611
	Iteration 6Q: 3 clusters Score -64041.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -64082.597656 Penalty: 2062.901611
	Iteration 7Q: 3 clusters Score -64082.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64093.085938 Penalty: 2062.901611
	Iteration 8Q: 3 clusters Score -64093.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -64096.265625 Penalty: 2062.901611
	Iteration 9Q: 3 clusters Score -64096.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -64105.957031 Penalty: 2062.901611
	Iteration 10Q: 3 clusters Score -64105.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -64134.167969 Penalty: 2062.901611
	Iteration 11Q: 3 clusters Score -64134.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -64218.695312 Penalty: 2062.901611
	Iteration 12Q: 3 clusters Score -64218.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -64309.085938 Penalty: 2062.901611
	Iteration 13Q: 3 clusters Score -64309.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -64388.464844 Penalty: 2062.901611
	Iteration 14Q: 3 clusters Score -64388.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -64428.800781 Penalty: 2062.901611
	Iteration 15Q: 3 clusters Score -64428.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -64480.023438 Penalty: 2062.901611
	Iteration 16Q: 3 clusters Score -64480.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -64532.929688 Penalty: 2062.901611
	Iteration 17Q: 3 clusters Score -64532.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -64569.566406 Penalty: 2062.901611
	Iteration 18Q: 3 clusters Score -64569.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -64612.550781 Penalty: 2062.901611
	Iteration 19Q: 3 clusters Score -64612.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64629.574219 Penalty: 2062.901611
	Iteration 20F: 3 clusters Score -64629.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -64642.804688 Penalty: 2062.901611
	Iteration 21Q: 3 clusters Score -64642.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -64655.777344 Penalty: 2062.901611
	Iteration 22Q: 3 clusters Score -64655.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -64659.222656 Penalty: 2062.901611
	Iteration 23Q: 3 clusters Score -64659.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -64659.222656 Penalty: 2062.901611
	Iteration 24F: 3 clusters Score -64659.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 104936 members 
Mstep: Class 2 contains 11499 members 
Mstep: Class 3 contains 6935 members 
Mstep: Class 4 contains 114992 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 6951 members 
Mstep: Class 8 contains 9734 members 
Mstep: Class 9 contains 92569 members 
Mstep: Class 10 contains 2561 members 
Mstep: Class 11 contains 104069 members 
Mstep: Class 12 contains 97257 members 
Mstep: Class 13 contains 84439 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 93780 members 
Mstep: Class 17 contains 23387 members 
Mstep: Class 18 contains 14395 members 
Mstep: Class 19 contains 2761 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7935 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 268 members 
Mstep: Class 24 contains 759 members 
Mstep: Class 25 contains 4762 members 
Mstep: Class 26 contains 21173 members 
Mstep: Class 27 contains 6159 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 9427 members 
Mstep: Class 30 contains 34990 members 
Mstep: Class 31 contains 23208 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 3887 members 
Mstep: Class 35 contains 17589 members 
Mstep: Class 36 contains 6491 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 209 members 
Mstep: Class 39 contains 360 members 
Mstep: Class 40 contains 303 members 
Entering Unmasked Estep 
Score: -111780768.000000 Penalty: 89247.812500
Splitting cluster 23 changes total score from -111781992.000000 to -111780768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Entering Unmasked Estep 
Score: -89208.406250 Penalty: 1077.700317
	Iteration 0F: 2 clusters Score -89208.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -87954.421875 Penalty: 2155.400635
	Iteration 0F: 3 clusters Score -87954.42 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -88186.140625 Penalty: 2155.400635
	Iteration 1F: 3 clusters Score -88186.14 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -88278.617188 Penalty: 2155.400635
	Iteration 2F: 3 clusters Score -88278.62 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -88335.078125 Penalty: 2155.400635
	Iteration 3F: 3 clusters Score -88335.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -88350.867188 Penalty: 2155.400635
	Iteration 4Q: 3 clusters Score -88350.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -88362.328125 Penalty: 2155.400635
	Iteration 5Q: 3 clusters Score -88362.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -88365.945312 Penalty: 2155.400635
	Iteration 6Q: 3 clusters Score -88365.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -88371.171875 Penalty: 2155.400635
	Iteration 7Q: 3 clusters Score -88371.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -88373.250000 Penalty: 2155.400635
	Iteration 8Q: 3 clusters Score -88373.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -88376.890625 Penalty: 2155.400635
	Iteration 9Q: 3 clusters Score -88376.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -88385.960938 Penalty: 2155.400635
	Iteration 10Q: 3 clusters Score -88385.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -88393.656250 Penalty: 2155.400635
	Iteration 11Q: 3 clusters Score -88393.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -88400.546875 Penalty: 2155.400635
	Iteration 12Q: 3 clusters Score -88400.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -88409.000000 Penalty: 2155.400635
	Iteration 13Q: 3 clusters Score -88409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -88414.414062 Penalty: 2155.400635
	Iteration 14Q: 3 clusters Score -88414.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -88416.304688 Penalty: 2155.400635
	Iteration 15Q: 3 clusters Score -88416.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -88422.828125 Penalty: 2155.400635
	Iteration 16Q: 3 clusters Score -88422.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -88428.117188 Penalty: 2155.400635
	Iteration 17Q: 3 clusters Score -88428.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -88431.429688 Penalty: 2155.400635
	Iteration 18Q: 3 clusters Score -88431.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -88431.429688 Penalty: 2155.400635
	Iteration 19F: 3 clusters Score -88431.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Entering Unmasked Estep 
Score: -593976.437500 Penalty: 1376.118774
	Iteration 0F: 2 clusters Score -593976.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -590175.875000 Penalty: 2752.237549
	Iteration 0F: 3 clusters Score -590175.9 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -591223.437500 Penalty: 2752.237549
	Iteration 1F: 3 clusters Score -591223.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -591414.250000 Penalty: 2752.237549
	Iteration 2F: 3 clusters Score -591414.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -591540.562500 Penalty: 2752.237549
	Iteration 3F: 3 clusters Score -591540.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -591642.625000 Penalty: 2752.237549
	Iteration 4Q: 3 clusters Score -591642.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -591729.875000 Penalty: 2752.237549
	Iteration 5Q: 3 clusters Score -591729.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -591820.500000 Penalty: 2752.237549
	Iteration 6Q: 3 clusters Score -591820.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -591919.625000 Penalty: 2752.237549
	Iteration 7Q: 3 clusters Score -591919.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -592035.687500 Penalty: 2752.237549
	Iteration 8Q: 3 clusters Score -592035.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -592178.812500 Penalty: 2752.237549
	Iteration 9Q: 3 clusters Score -592178.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -592306.062500 Penalty: 2752.237549
	Iteration 10Q: 3 clusters Score -592306.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -592407.500000 Penalty: 2752.237549
	Iteration 11Q: 3 clusters Score -592407.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -592507.062500 Penalty: 2752.237549
	Iteration 12Q: 3 clusters Score -592507.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -592575.062500 Penalty: 2752.237549
	Iteration 13Q: 3 clusters Score -592575.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -592616.187500 Penalty: 2752.237549
	Iteration 14Q: 3 clusters Score -592616.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -592656.062500 Penalty: 2752.237549
	Iteration 15Q: 3 clusters Score -592656.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -592678.875000 Penalty: 2752.237549
	Iteration 16Q: 3 clusters Score -592678.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -592702.250000 Penalty: 2752.237549
	Iteration 17Q: 3 clusters Score -592702.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -592716.375000 Penalty: 2752.237549
	Iteration 18Q: 3 clusters Score -592716.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -592731.000000 Penalty: 2752.237549
	Iteration 19Q: 3 clusters Score -592731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -592737.625000 Penalty: 2752.237549
	Iteration 20F: 3 clusters Score -592737.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -592751.687500 Penalty: 2752.237549
	Iteration 21Q: 3 clusters Score -592751.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -592763.250000 Penalty: 2752.237549
	Iteration 22Q: 3 clusters Score -592763.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -592771.875000 Penalty: 2752.237549
	Iteration 23Q: 3 clusters Score -592771.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -592778.062500 Penalty: 2752.237549
	Iteration 24Q: 3 clusters Score -592778.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -592783.875000 Penalty: 2752.237549
	Iteration 25Q: 3 clusters Score -592783.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -592788.062500 Penalty: 2752.237549
	Iteration 26Q: 3 clusters Score -592788.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -592789.125000 Penalty: 2752.237549
	Iteration 27Q: 3 clusters Score -592789.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -592789.125000 Penalty: 2752.237549
	Iteration 28F: 3 clusters Score -592789.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Entering Unmasked Estep 
Score: -2628049.500000 Penalty: 1618.578247
	Iteration 0F: 2 clusters Score -2628050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2613649.250000 Penalty: 3237.156494
	Iteration 0F: 3 clusters Score -2613649 nChanged 9646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2619206.750000 Penalty: 3237.156494
	Iteration 1F: 3 clusters Score -2619207 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2619736.500000 Penalty: 3237.156494
	Iteration 2F: 3 clusters Score -2619736 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2620306.750000 Penalty: 3237.156494
	Iteration 3F: 3 clusters Score -2620307 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2620881.000000 Penalty: 3237.156494
	Iteration 4F: 3 clusters Score -2620881 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2621390.500000 Penalty: 3237.156494
	Iteration 5F: 3 clusters Score -2621390 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2621910.500000 Penalty: 3237.156494
	Iteration 6F: 3 clusters Score -2621910 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2622431.000000 Penalty: 3237.156494
	Iteration 7Q: 3 clusters Score -2622431 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2623004.000000 Penalty: 3237.156494
	Iteration 8Q: 3 clusters Score -2623004 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2623552.250000 Penalty: 3237.156494
	Iteration 9Q: 3 clusters Score -2623552 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -2623918.500000 Penalty: 3237.156494
	Iteration 10Q: 3 clusters Score -2623918 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -2624182.250000 Penalty: 3237.156494
	Iteration 11Q: 3 clusters Score -2624182 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2624369.250000 Penalty: 3237.156494
	Iteration 12Q: 3 clusters Score -2624369 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2624499.250000 Penalty: 3237.156494
	Iteration 13Q: 3 clusters Score -2624499 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -2624625.250000 Penalty: 3237.156494
	Iteration 14Q: 3 clusters Score -2624625 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2624754.750000 Penalty: 3237.156494
	Iteration 15Q: 3 clusters Score -2624755 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2624904.250000 Penalty: 3237.156494
	Iteration 16Q: 3 clusters Score -2624904 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2625014.250000 Penalty: 3237.156494
	Iteration 17Q: 3 clusters Score -2625014 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2625134.500000 Penalty: 3237.156494
	Iteration 18Q: 3 clusters Score -2625134 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2625269.500000 Penalty: 3237.156494
	Iteration 19Q: 3 clusters Score -2625270 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2625408.750000 Penalty: 3237.156494
	Iteration 20F: 3 clusters Score -2625409 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2625547.000000 Penalty: 3237.156494
	Iteration 21Q: 3 clusters Score -2625547 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2625665.000000 Penalty: 3237.156494
	Iteration 22Q: 3 clusters Score -2625665 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2625794.500000 Penalty: 3237.156494
	Iteration 23Q: 3 clusters Score -2625794 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2625899.500000 Penalty: 3237.156494
	Iteration 24Q: 3 clusters Score -2625900 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2625970.500000 Penalty: 3237.156494
	Iteration 25Q: 3 clusters Score -2625970 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2626050.250000 Penalty: 3237.156494
	Iteration 26Q: 3 clusters Score -2626050 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2626125.250000 Penalty: 3237.156494
	Iteration 27Q: 3 clusters Score -2626125 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2626187.750000 Penalty: 3237.156494
	Iteration 28Q: 3 clusters Score -2626188 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2626245.750000 Penalty: 3237.156494
	Iteration 29Q: 3 clusters Score -2626246 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2626298.500000 Penalty: 3237.156494
	Iteration 30Q: 3 clusters Score -2626298 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2626355.750000 Penalty: 3237.156494
	Iteration 31Q: 3 clusters Score -2626356 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2626401.250000 Penalty: 3237.156494
	Iteration 32Q: 3 clusters Score -2626401 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2626454.500000 Penalty: 3237.156494
	Iteration 33Q: 3 clusters Score -2626454 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2626487.750000 Penalty: 3237.156494
	Iteration 34Q: 3 clusters Score -2626488 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2626527.000000 Penalty: 3237.156494
	Iteration 35Q: 3 clusters Score -2626527 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2626562.500000 Penalty: 3237.156494
	Iteration 36Q: 3 clusters Score -2626562 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2626605.500000 Penalty: 3237.156494
	Iteration 37Q: 3 clusters Score -2626606 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2626628.750000 Penalty: 3237.156494
	Iteration 38Q: 3 clusters Score -2626629 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2626657.750000 Penalty: 3237.156494
	Iteration 39Q: 3 clusters Score -2626658 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2626680.500000 Penalty: 3237.156494
	Iteration 40F: 3 clusters Score -2626680 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2626699.250000 Penalty: 3237.156494
	Iteration 41Q: 3 clusters Score -2626699 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2626720.000000 Penalty: 3237.156494
	Iteration 42Q: 3 clusters Score -2626720 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2626753.000000 Penalty: 3237.156494
	Iteration 43Q: 3 clusters Score -2626753 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2626768.000000 Penalty: 3237.156494
	Iteration 44Q: 3 clusters Score -2626768 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2626785.750000 Penalty: 3237.156494
	Iteration 45Q: 3 clusters Score -2626786 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2626808.250000 Penalty: 3237.156494
	Iteration 46Q: 3 clusters Score -2626808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2626812.250000 Penalty: 3237.156494
	Iteration 47Q: 3 clusters Score -2626812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2626817.500000 Penalty: 3237.156494
	Iteration 48Q: 3 clusters Score -2626818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2626821.750000 Penalty: 3237.156494
	Iteration 49Q: 3 clusters Score -2626822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2626825.500000 Penalty: 3237.156494
	Iteration 50Q: 3 clusters Score -2626826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2626832.500000 Penalty: 3237.156494
	Iteration 51Q: 3 clusters Score -2626832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2626834.500000 Penalty: 3237.156494
	Iteration 52Q: 3 clusters Score -2626834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2626832.250000 Penalty: 3237.156494
	Iteration 53Q: 3 clusters Score -2626832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2626840.250000 Penalty: 3237.156494
	Iteration 54Q: 3 clusters Score -2626840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2626841.000000 Penalty: 3237.156494
	Iteration 55Q: 3 clusters Score -2626841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2626843.250000 Penalty: 3237.156494
	Iteration 56Q: 3 clusters Score -2626843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2626845.000000 Penalty: 3237.156494
	Iteration 57Q: 3 clusters Score -2626845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2626845.750000 Penalty: 3237.156494
	Iteration 58Q: 3 clusters Score -2626846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2626847.750000 Penalty: 3237.156494
	Iteration 59Q: 3 clusters Score -2626848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2626848.750000 Penalty: 3237.156494
	Iteration 60F: 3 clusters Score -2626849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2626860.000000 Penalty: 3237.156494
	Iteration 61Q: 3 clusters Score -2626860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2626866.750000 Penalty: 3237.156494
	Iteration 62Q: 3 clusters Score -2626867 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2626871.750000 Penalty: 3237.156494
	Iteration 63Q: 3 clusters Score -2626872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2626879.500000 Penalty: 3237.156494
	Iteration 64Q: 3 clusters Score -2626880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2626878.750000 Penalty: 3237.156494
	Iteration 65Q: 3 clusters Score -2626879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2626879.250000 Penalty: 3237.156494
	Iteration 66Q: 3 clusters Score -2626879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2626882.250000 Penalty: 3237.156494
	Iteration 67Q: 3 clusters Score -2626882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2626890.750000 Penalty: 3237.156494
	Iteration 68Q: 3 clusters Score -2626891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2626889.000000 Penalty: 3237.156494
	Iteration 69Q: 3 clusters Score -2626889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2626889.000000 Penalty: 3237.156494
	Iteration 70F: 3 clusters Score -2626889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Entering Unmasked Estep 
Score: -726197.437500 Penalty: 1417.921387
	Iteration 0F: 2 clusters Score -726197.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -721544.062500 Penalty: 2835.842773
	Iteration 0F: 3 clusters Score -721544.1 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -722929.750000 Penalty: 2835.842773
	Iteration 1F: 3 clusters Score -722929.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -723143.562500 Penalty: 2835.842773
	Iteration 2F: 3 clusters Score -723143.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -723321.375000 Penalty: 2835.842773
	Iteration 3F: 3 clusters Score -723321.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -723490.000000 Penalty: 2835.842773
	Iteration 4Q: 3 clusters Score -723490 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -723646.125000 Penalty: 2835.842773
	Iteration 5Q: 3 clusters Score -723646.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -723759.875000 Penalty: 2835.842773
	Iteration 6Q: 3 clusters Score -723759.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -723884.437500 Penalty: 2835.842773
	Iteration 7Q: 3 clusters Score -723884.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -724012.562500 Penalty: 2835.842773
	Iteration 8Q: 3 clusters Score -724012.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -724139.937500 Penalty: 2835.842773
	Iteration 9Q: 3 clusters Score -724139.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -724245.562500 Penalty: 2835.842773
	Iteration 10Q: 3 clusters Score -724245.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -724360.187500 Penalty: 2835.842773
	Iteration 11Q: 3 clusters Score -724360.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -724463.750000 Penalty: 2835.842773
	Iteration 12Q: 3 clusters Score -724463.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -724555.750000 Penalty: 2835.842773
	Iteration 13Q: 3 clusters Score -724555.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -724607.812500 Penalty: 2835.842773
	Iteration 14Q: 3 clusters Score -724607.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -724668.812500 Penalty: 2835.842773
	Iteration 15Q: 3 clusters Score -724668.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -724741.875000 Penalty: 2835.842773
	Iteration 16Q: 3 clusters Score -724741.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -724828.687500 Penalty: 2835.842773
	Iteration 17Q: 3 clusters Score -724828.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -724926.500000 Penalty: 2835.842773
	Iteration 18Q: 3 clusters Score -724926.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -725045.937500 Penalty: 2835.842773
	Iteration 19Q: 3 clusters Score -725045.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -725171.750000 Penalty: 2835.842773
	Iteration 20F: 3 clusters Score -725171.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -725299.812500 Penalty: 2835.842773
	Iteration 21Q: 3 clusters Score -725299.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -725445.875000 Penalty: 2835.842773
	Iteration 22Q: 3 clusters Score -725445.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -725527.500000 Penalty: 2835.842773
	Iteration 23Q: 3 clusters Score -725527.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -725584.937500 Penalty: 2835.842773
	Iteration 24Q: 3 clusters Score -725584.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -725626.250000 Penalty: 2835.842773
	Iteration 25Q: 3 clusters Score -725626.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -725655.375000 Penalty: 2835.842773
	Iteration 26Q: 3 clusters Score -725655.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -725678.375000 Penalty: 2835.842773
	Iteration 27Q: 3 clusters Score -725678.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -725690.187500 Penalty: 2835.842773
	Iteration 28Q: 3 clusters Score -725690.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -725698.562500 Penalty: 2835.842773
	Iteration 29Q: 3 clusters Score -725698.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -725704.812500 Penalty: 2835.842773
	Iteration 30Q: 3 clusters Score -725704.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -725713.625000 Penalty: 2835.842773
	Iteration 31Q: 3 clusters Score -725713.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -725719.187500 Penalty: 2835.842773
	Iteration 32Q: 3 clusters Score -725719.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -725725.562500 Penalty: 2835.842773
	Iteration 33Q: 3 clusters Score -725725.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -725732.625000 Penalty: 2835.842773
	Iteration 34Q: 3 clusters Score -725732.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -725734.875000 Penalty: 2835.842773
	Iteration 35Q: 3 clusters Score -725734.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -725736.687500 Penalty: 2835.842773
	Iteration 36Q: 3 clusters Score -725736.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -725737.437500 Penalty: 2835.842773
	Iteration 37Q: 3 clusters Score -725737.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -725738.500000 Penalty: 2835.842773
	Iteration 38Q: 3 clusters Score -725738.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -725739.187500 Penalty: 2835.842773
	Iteration 39Q: 3 clusters Score -725739.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -725739.812500 Penalty: 2835.842773
	Iteration 40F: 3 clusters Score -725739.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -725740.625000 Penalty: 2835.842773
	Iteration 41Q: 3 clusters Score -725740.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -725740.375000 Penalty: 2835.842773
	Iteration 42Q: 3 clusters Score -725740.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -725740.375000 Penalty: 2835.842773
	Iteration 43F: 3 clusters Score -725740.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -30307.962891 Penalty: 959.177917
	Iteration 0F: 2 clusters Score -30307.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29439.574219 Penalty: 1918.355835
	Iteration 0F: 3 clusters Score -29439.57 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -29669.978516 Penalty: 1918.355835
	Iteration 1F: 3 clusters Score -29669.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -29737.851562 Penalty: 1918.355835
	Iteration 2F: 3 clusters Score -29737.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -29807.498047 Penalty: 1918.355835
	Iteration 3F: 3 clusters Score -29807.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29901.107422 Penalty: 1918.355835
	Iteration 4F: 3 clusters Score -29901.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29981.214844 Penalty: 1918.355835
	Iteration 5F: 3 clusters Score -29981.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30156.753906 Penalty: 1918.355835
	Iteration 6F: 3 clusters Score -30156.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30241.726562 Penalty: 1918.355835
	Iteration 7Q: 3 clusters Score -30241.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30273.675781 Penalty: 1918.355835
	Iteration 8Q: 3 clusters Score -30273.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30306.771484 Penalty: 1918.355835
	Iteration 9Q: 3 clusters Score -30306.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30318.697266 Penalty: 1918.355835
	Iteration 10Q: 3 clusters Score -30318.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30318.697266 Penalty: 1918.355835
	Iteration 11F: 3 clusters Score -30318.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 104936 members 
Mstep: Class 2 contains 11499 members 
Mstep: Class 3 contains 6935 members 
Mstep: Class 4 contains 114992 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 6951 members 
Mstep: Class 8 contains 9734 members 
Mstep: Class 9 contains 92569 members 
Mstep: Class 10 contains 2561 members 
Mstep: Class 11 contains 104069 members 
Mstep: Class 12 contains 97257 members 
Mstep: Class 13 contains 84439 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 93780 members 
Mstep: Class 17 contains 23387 members 
Mstep: Class 18 contains 14395 members 
Mstep: Class 19 contains 2761 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7935 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 759 members 
Mstep: Class 25 contains 4762 members 
Mstep: Class 26 contains 21173 members 
Mstep: Class 27 contains 6159 members 
Mstep: Class 28 contains 187 members 
Mstep: Class 29 contains 9427 members 
Mstep: Class 30 contains 34990 members 
Mstep: Class 31 contains 23208 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 3887 members 
Mstep: Class 35 contains 17589 members 
Mstep: Class 36 contains 6491 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 209 members 
Mstep: Class 39 contains 360 members 
Mstep: Class 40 contains 179 members 
Entering Unmasked Estep 
Score: -111780768.000000 Penalty: 89247.812500
Splitting cluster 28 changes total score from -111781992.000000 to -111780768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (9427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Entering Unmasked Estep 
Score: -1176024.750000 Penalty: 1487.091553
	Iteration 0F: 2 clusters Score -1176025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1169206.125000 Penalty: 2974.183105
	Iteration 0F: 3 clusters Score -1169206 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1171449.000000 Penalty: 2974.183105
	Iteration 1F: 3 clusters Score -1171449 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1171853.500000 Penalty: 2974.183105
	Iteration 2F: 3 clusters Score -1171854 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1172307.000000 Penalty: 2974.183105
	Iteration 3F: 3 clusters Score -1172307 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1172934.250000 Penalty: 2974.183105
	Iteration 4F: 3 clusters Score -1172934 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1173755.250000 Penalty: 2974.183105
	Iteration 5F: 3 clusters Score -1173755 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1174483.375000 Penalty: 2974.183105
	Iteration 6F: 3 clusters Score -1174483 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1174975.500000 Penalty: 2974.183105
	Iteration 7Q: 3 clusters Score -1174976 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1175228.250000 Penalty: 2974.183105
	Iteration 8Q: 3 clusters Score -1175228 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1175333.000000 Penalty: 2974.183105
	Iteration 9Q: 3 clusters Score -1175333 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1175388.000000 Penalty: 2974.183105
	Iteration 10Q: 3 clusters Score -1175388 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1175420.500000 Penalty: 2974.183105
	Iteration 11Q: 3 clusters Score -1175420 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1175437.750000 Penalty: 2974.183105
	Iteration 12Q: 3 clusters Score -1175438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1175446.250000 Penalty: 2974.183105
	Iteration 13Q: 3 clusters Score -1175446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1175453.750000 Penalty: 2974.183105
	Iteration 14Q: 3 clusters Score -1175454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1175456.250000 Penalty: 2974.183105
	Iteration 15Q: 3 clusters Score -1175456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1175456.875000 Penalty: 2974.183105
	Iteration 16Q: 3 clusters Score -1175457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1175457.125000 Penalty: 2974.183105
	Iteration 17Q: 3 clusters Score -1175457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1175457.125000 Penalty: 2974.183105
	Iteration 18Q: 3 clusters Score -1175457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1175457.125000 Penalty: 2974.183105
	Iteration 19F: 3 clusters Score -1175457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (34990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Entering Unmasked Estep 
Score: -4305536.000000 Penalty: 1700.207764
	Iteration 0F: 2 clusters Score -4305536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -4282104.500000 Penalty: 3400.415527
	Iteration 0F: 3 clusters Score -4282104 nChanged 16289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -4291298.500000 Penalty: 3400.415527
	Iteration 1F: 3 clusters Score -4291298 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -4292010.500000 Penalty: 3400.415527
	Iteration 2F: 3 clusters Score -4292010 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -4292888.500000 Penalty: 3400.415527
	Iteration 3F: 3 clusters Score -4292888 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -4294012.000000 Penalty: 3400.415527
	Iteration 4F: 3 clusters Score -4294012 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -4295496.500000 Penalty: 3400.415527
	Iteration 5F: 3 clusters Score -4295496 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -4297341.500000 Penalty: 3400.415527
	Iteration 6F: 3 clusters Score -4297342 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -4299629.000000 Penalty: 3400.415527
	Iteration 7F: 3 clusters Score -4299629 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -4301806.500000 Penalty: 3400.415527
	Iteration 8F: 3 clusters Score -4301806 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -4303157.000000 Penalty: 3400.415527
	Iteration 9F: 3 clusters Score -4303157 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -4303900.000000 Penalty: 3400.415527
	Iteration 10Q: 3 clusters Score -4303900 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -4304387.000000 Penalty: 3400.415527
	Iteration 11Q: 3 clusters Score -4304387 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -4304759.000000 Penalty: 3400.415527
	Iteration 12Q: 3 clusters Score -4304759 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -4305050.500000 Penalty: 3400.415527
	Iteration 13Q: 3 clusters Score -4305050 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -4305210.000000 Penalty: 3400.415527
	Iteration 14Q: 3 clusters Score -4305210 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -4305275.500000 Penalty: 3400.415527
	Iteration 15Q: 3 clusters Score -4305276 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -4305311.500000 Penalty: 3400.415527
	Iteration 16Q: 3 clusters Score -4305312 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -4305338.000000 Penalty: 3400.415527
	Iteration 17Q: 3 clusters Score -4305338 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -4305345.000000 Penalty: 3400.415527
	Iteration 18Q: 3 clusters Score -4305345 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -4305350.500000 Penalty: 3400.415527
	Iteration 19Q: 3 clusters Score -4305350 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -4305354.500000 Penalty: 3400.415527
	Iteration 20F: 3 clusters Score -4305354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -4305364.000000 Penalty: 3400.415527
	Iteration 21Q: 3 clusters Score -4305364 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -4305375.500000 Penalty: 3400.415527
	Iteration 22Q: 3 clusters Score -4305376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -4305368.500000 Penalty: 3400.415527
	Iteration 23Q: 3 clusters Score -4305368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -4305359.000000 Penalty: 3400.415527
	Iteration 24Q: 3 clusters Score -4305359 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -4305369.000000 Penalty: 3400.415527
	Iteration 25Q: 3 clusters Score -4305369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -4305364.500000 Penalty: 3400.415527
	Iteration 26Q: 3 clusters Score -4305364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -4305368.500000 Penalty: 3400.415527
	Iteration 27Q: 3 clusters Score -4305368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -4305371.500000 Penalty: 3400.415527
	Iteration 28Q: 3 clusters Score -4305372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -4305370.500000 Penalty: 3400.415527
	Iteration 29Q: 3 clusters Score -4305370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -4305370.000000 Penalty: 3400.415527
	Iteration 30Q: 3 clusters Score -4305370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -4305371.000000 Penalty: 3400.415527
	Iteration 31Q: 3 clusters Score -4305371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -4305375.500000 Penalty: 3400.415527
	Iteration 32Q: 3 clusters Score -4305376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -4305375.000000 Penalty: 3400.415527
	Iteration 33Q: 3 clusters Score -4305375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -4305374.500000 Penalty: 3400.415527
	Iteration 34Q: 3 clusters Score -4305374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -4305377.500000 Penalty: 3400.415527
	Iteration 35Q: 3 clusters Score -4305378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -4305374.500000 Penalty: 3400.415527
	Iteration 36Q: 3 clusters Score -4305374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -4305372.000000 Penalty: 3400.415527
	Iteration 37Q: 3 clusters Score -4305372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -4305370.000000 Penalty: 3400.415527
	Iteration 38Q: 3 clusters Score -4305370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -4305370.000000 Penalty: 3400.415527
	Iteration 39Q: 3 clusters Score -4305370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -4305368.500000 Penalty: 3400.415527
	Iteration 40F: 3 clusters Score -4305368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -4305373.000000 Penalty: 3400.415527
	Iteration 41Q: 3 clusters Score -4305373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -4305379.000000 Penalty: 3400.415527
	Iteration 42Q: 3 clusters Score -4305379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -4305376.500000 Penalty: 3400.415527
	Iteration 43Q: 3 clusters Score -4305376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -4305376.500000 Penalty: 3400.415527
	Iteration 44F: 3 clusters Score -4305376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (23208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Entering Unmasked Estep 
Score: -2812655.500000 Penalty: 1633.491089
	Iteration 0F: 2 clusters Score -2812656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2796948.750000 Penalty: 3266.982178
	Iteration 0F: 3 clusters Score -2796949 nChanged 10448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2802776.000000 Penalty: 3266.982178
	Iteration 1F: 3 clusters Score -2802776 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2803398.250000 Penalty: 3266.982178
	Iteration 2F: 3 clusters Score -2803398 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2804089.000000 Penalty: 3266.982178
	Iteration 3F: 3 clusters Score -2804089 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2804952.250000 Penalty: 3266.982178
	Iteration 4F: 3 clusters Score -2804952 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -2806011.000000 Penalty: 3266.982178
	Iteration 5F: 3 clusters Score -2806011 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2807054.000000 Penalty: 3266.982178
	Iteration 6F: 3 clusters Score -2807054 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -2808025.750000 Penalty: 3266.982178
	Iteration 7F: 3 clusters Score -2808026 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2808827.000000 Penalty: 3266.982178
	Iteration 8Q: 3 clusters Score -2808827 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2809643.750000 Penalty: 3266.982178
	Iteration 9Q: 3 clusters Score -2809644 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2810738.500000 Penalty: 3266.982178
	Iteration 10Q: 3 clusters Score -2810738 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2811295.500000 Penalty: 3266.982178
	Iteration 11Q: 3 clusters Score -2811296 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2811432.000000 Penalty: 3266.982178
	Iteration 12Q: 3 clusters Score -2811432 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2811459.750000 Penalty: 3266.982178
	Iteration 13Q: 3 clusters Score -2811460 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2811482.500000 Penalty: 3266.982178
	Iteration 14Q: 3 clusters Score -2811482 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2811501.750000 Penalty: 3266.982178
	Iteration 15Q: 3 clusters Score -2811502 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2811510.250000 Penalty: 3266.982178
	Iteration 16Q: 3 clusters Score -2811510 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2811518.000000 Penalty: 3266.982178
	Iteration 17Q: 3 clusters Score -2811518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2811524.250000 Penalty: 3266.982178
	Iteration 18Q: 3 clusters Score -2811524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2811522.000000 Penalty: 3266.982178
	Iteration 19Q: 3 clusters Score -2811522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2811526.750000 Penalty: 3266.982178
	Iteration 20F: 3 clusters Score -2811527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2811532.750000 Penalty: 3266.982178
	Iteration 21Q: 3 clusters Score -2811533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2811533.750000 Penalty: 3266.982178
	Iteration 22Q: 3 clusters Score -2811534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2811531.750000 Penalty: 3266.982178
	Iteration 23Q: 3 clusters Score -2811532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2811533.000000 Penalty: 3266.982178
	Iteration 24Q: 3 clusters Score -2811533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2811533.750000 Penalty: 3266.982178
	Iteration 25Q: 3 clusters Score -2811534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2811537.500000 Penalty: 3266.982178
	Iteration 26Q: 3 clusters Score -2811538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2811542.500000 Penalty: 3266.982178
	Iteration 27Q: 3 clusters Score -2811542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2811542.250000 Penalty: 3266.982178
	Iteration 28Q: 3 clusters Score -2811542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2811544.750000 Penalty: 3266.982178
	Iteration 29Q: 3 clusters Score -2811545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2811542.250000 Penalty: 3266.982178
	Iteration 30Q: 3 clusters Score -2811542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2811540.750000 Penalty: 3266.982178
	Iteration 31Q: 3 clusters Score -2811541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2811542.250000 Penalty: 3266.982178
	Iteration 32Q: 3 clusters Score -2811542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2811542.750000 Penalty: 3266.982178
	Iteration 33Q: 3 clusters Score -2811543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2811549.250000 Penalty: 3266.982178
	Iteration 34Q: 3 clusters Score -2811549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2811549.500000 Penalty: 3266.982178
	Iteration 35Q: 3 clusters Score -2811550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2811549.500000 Penalty: 3266.982178
	Iteration 36F: 3 clusters Score -2811550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Entering Unmasked Estep 
Score: -220396.265625 Penalty: 1233.677490
	Iteration 0F: 2 clusters Score -220396.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -218309.828125 Penalty: 2467.354980
	Iteration 0F: 3 clusters Score -218309.8 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -218782.671875 Penalty: 2467.354980
	Iteration 1F: 3 clusters Score -218782.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -218967.703125 Penalty: 2467.354980
	Iteration 2F: 3 clusters Score -218967.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -219091.515625 Penalty: 2467.354980
	Iteration 3F: 3 clusters Score -219091.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -219173.265625 Penalty: 2467.354980
	Iteration 4Q: 3 clusters Score -219173.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -219231.515625 Penalty: 2467.354980
	Iteration 5Q: 3 clusters Score -219231.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -219269.937500 Penalty: 2467.354980
	Iteration 6Q: 3 clusters Score -219269.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -219297.312500 Penalty: 2467.354980
	Iteration 7Q: 3 clusters Score -219297.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -219317.453125 Penalty: 2467.354980
	Iteration 8Q: 3 clusters Score -219317.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -219330.250000 Penalty: 2467.354980
	Iteration 9Q: 3 clusters Score -219330.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -219344.187500 Penalty: 2467.354980
	Iteration 10Q: 3 clusters Score -219344.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -219354.562500 Penalty: 2467.354980
	Iteration 11Q: 3 clusters Score -219354.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -219362.281250 Penalty: 2467.354980
	Iteration 12Q: 3 clusters Score -219362.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -219367.890625 Penalty: 2467.354980
	Iteration 13Q: 3 clusters Score -219367.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -219375.000000 Penalty: 2467.354980
	Iteration 14Q: 3 clusters Score -219375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -219378.437500 Penalty: 2467.354980
	Iteration 15Q: 3 clusters Score -219378.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -219383.562500 Penalty: 2467.354980
	Iteration 16Q: 3 clusters Score -219383.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -219390.671875 Penalty: 2467.354980
	Iteration 17Q: 3 clusters Score -219390.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -219397.250000 Penalty: 2467.354980
	Iteration 18Q: 3 clusters Score -219397.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -219403.937500 Penalty: 2467.354980
	Iteration 19Q: 3 clusters Score -219403.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -219409.609375 Penalty: 2467.354980
	Iteration 20F: 3 clusters Score -219409.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -219413.750000 Penalty: 2467.354980
	Iteration 21Q: 3 clusters Score -219413.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -219417.562500 Penalty: 2467.354980
	Iteration 22Q: 3 clusters Score -219417.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -219421.578125 Penalty: 2467.354980
	Iteration 23Q: 3 clusters Score -219421.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -219425.046875 Penalty: 2467.354980
	Iteration 24Q: 3 clusters Score -219425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -219425.796875 Penalty: 2467.354980
	Iteration 25Q: 3 clusters Score -219425.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -219427.437500 Penalty: 2467.354980
	Iteration 26Q: 3 clusters Score -219427.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -219428.328125 Penalty: 2467.354980
	Iteration 27Q: 3 clusters Score -219428.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -219430.968750 Penalty: 2467.354980
	Iteration 28Q: 3 clusters Score -219431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -219435.265625 Penalty: 2467.354980
	Iteration 29Q: 3 clusters Score -219435.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -219437.625000 Penalty: 2467.354980
	Iteration 30Q: 3 clusters Score -219437.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -219442.890625 Penalty: 2467.354980
	Iteration 31Q: 3 clusters Score -219442.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -219449.750000 Penalty: 2467.354980
	Iteration 32Q: 3 clusters Score -219449.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -219458.156250 Penalty: 2467.354980
	Iteration 33Q: 3 clusters Score -219458.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -219464.062500 Penalty: 2467.354980
	Iteration 34Q: 3 clusters Score -219464.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -219466.734375 Penalty: 2467.354980
	Iteration 35Q: 3 clusters Score -219466.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -219468.515625 Penalty: 2467.354980
	Iteration 36Q: 3 clusters Score -219468.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -219470.421875 Penalty: 2467.354980
	Iteration 37Q: 3 clusters Score -219470.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -219471.937500 Penalty: 2467.354980
	Iteration 38Q: 3 clusters Score -219471.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -219474.312500 Penalty: 2467.354980
	Iteration 39Q: 3 clusters Score -219474.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -219474.546875 Penalty: 2467.354980
	Iteration 40F: 3 clusters Score -219474.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -17898.794922 Penalty: 927.405457
	Iteration 0F: 2 clusters Score -17898.79 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 159 members 
Entering Unmasked Estep 
Score: -17116.662109 Penalty: 1854.810913
	Iteration 0F: 3 clusters Score -17116.66 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -17474.906250 Penalty: 1854.810913
	Iteration 1F: 3 clusters Score -17474.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17712.500000 Penalty: 1854.810913
	Iteration 2F: 3 clusters Score -17712.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17801.253906 Penalty: 1854.810913
	Iteration 3Q: 3 clusters Score -17801.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17884.970703 Penalty: 1854.810913
	Iteration 4Q: 3 clusters Score -17884.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17920.140625 Penalty: 1854.810913
	Iteration 5Q: 3 clusters Score -17920.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17951.761719 Penalty: 1854.810913
	Iteration 6Q: 3 clusters Score -17951.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17979.939453 Penalty: 1854.810913
	Iteration 7Q: 3 clusters Score -17979.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18006.246094 Penalty: 1854.810913
	Iteration 8Q: 3 clusters Score -18006.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18019.099609 Penalty: 1854.810913
	Iteration 9Q: 3 clusters Score -18019.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18048.001953 Penalty: 1854.810913
	Iteration 10Q: 3 clusters Score -18048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18080.080078 Penalty: 1854.810913
	Iteration 11Q: 3 clusters Score -18080.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18118.435547 Penalty: 1854.810913
	Iteration 12Q: 3 clusters Score -18118.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18148.318359 Penalty: 1854.810913
	Iteration 13Q: 3 clusters Score -18148.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18196.429688 Penalty: 1854.810913
	Iteration 14Q: 3 clusters Score -18196.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18202.847656 Penalty: 1854.810913
	Iteration 15Q: 3 clusters Score -18202.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18205.974609 Penalty: 1854.810913
	Iteration 16Q: 3 clusters Score -18205.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18212.273438 Penalty: 1854.810913
	Iteration 17Q: 3 clusters Score -18212.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18222.335938 Penalty: 1854.810913
	Iteration 18Q: 3 clusters Score -18222.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18227.208984 Penalty: 1854.810913
	Iteration 19Q: 3 clusters Score -18227.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18246.416016 Penalty: 1854.810913
	Iteration 20F: 3 clusters Score -18246.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18323.015625 Penalty: 1854.810913
	Iteration 21Q: 3 clusters Score -18323.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18360.841797 Penalty: 1854.810913
	Iteration 22Q: 3 clusters Score -18360.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18372.248047 Penalty: 1854.810913
	Iteration 23Q: 3 clusters Score -18372.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18403.392578 Penalty: 1854.810913
	Iteration 24Q: 3 clusters Score -18403.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18427.943359 Penalty: 1854.810913
	Iteration 25Q: 3 clusters Score -18427.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18438.587891 Penalty: 1854.810913
	Iteration 26Q: 3 clusters Score -18438.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18460.867188 Penalty: 1854.810913
	Iteration 27Q: 3 clusters Score -18460.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18460.867188 Penalty: 1854.810913
	Iteration 28F: 3 clusters Score -18460.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 104936 members 
Mstep: Class 2 contains 11499 members 
Mstep: Class 3 contains 6935 members 
Mstep: Class 4 contains 114992 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 6951 members 
Mstep: Class 8 contains 9734 members 
Mstep: Class 9 contains 92569 members 
Mstep: Class 10 contains 2561 members 
Mstep: Class 11 contains 104069 members 
Mstep: Class 12 contains 97257 members 
Mstep: Class 13 contains 84439 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 93780 members 
Mstep: Class 17 contains 23387 members 
Mstep: Class 18 contains 14395 members 
Mstep: Class 19 contains 2761 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7935 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 759 members 
Mstep: Class 25 contains 4762 members 
Mstep: Class 26 contains 21173 members 
Mstep: Class 27 contains 6159 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 9427 members 
Mstep: Class 30 contains 34990 members 
Mstep: Class 31 contains 23208 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 172 members 
Mstep: Class 34 contains 3887 members 
Mstep: Class 35 contains 17589 members 
Mstep: Class 36 contains 6491 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 209 members 
Mstep: Class 39 contains 360 members 
Mstep: Class 40 contains 129 members 
Entering Unmasked Estep 
Score: -111781224.000000 Penalty: 89247.812500
Splitting cluster 33 changes total score from -111781992.000000 to -111781224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (3887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Entering Unmasked Estep 
Score: -470520.187500 Penalty: 1343.126465
	Iteration 0F: 2 clusters Score -470520.2 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 1910 members 
Entering Unmasked Estep 
Score: -467228.875000 Penalty: 2686.252930
	Iteration 0F: 3 clusters Score -467228.9 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -468592.218750 Penalty: 2686.252930
	Iteration 1F: 3 clusters Score -468592.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -469270.687500 Penalty: 2686.252930
	Iteration 2F: 3 clusters Score -469270.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -469838.625000 Penalty: 2686.252930
	Iteration 3F: 3 clusters Score -469838.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -470331.062500 Penalty: 2686.252930
	Iteration 4F: 3 clusters Score -470331.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -470839.187500 Penalty: 2686.252930
	Iteration 5F: 3 clusters Score -470839.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -471106.656250 Penalty: 2686.252930
	Iteration 6Q: 3 clusters Score -471106.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -471171.093750 Penalty: 2686.252930
	Iteration 7Q: 3 clusters Score -471171.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -471198.531250 Penalty: 2686.252930
	Iteration 8Q: 3 clusters Score -471198.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -471220.156250 Penalty: 2686.252930
	Iteration 9Q: 3 clusters Score -471220.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -471243.218750 Penalty: 2686.252930
	Iteration 10Q: 3 clusters Score -471243.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -471258.093750 Penalty: 2686.252930
	Iteration 11Q: 3 clusters Score -471258.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -471264.500000 Penalty: 2686.252930
	Iteration 12Q: 3 clusters Score -471264.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -471266.968750 Penalty: 2686.252930
	Iteration 13Q: 3 clusters Score -471267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -471270.000000 Penalty: 2686.252930
	Iteration 14Q: 3 clusters Score -471270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -471271.281250 Penalty: 2686.252930
	Iteration 15Q: 3 clusters Score -471271.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -471272.062500 Penalty: 2686.252930
	Iteration 16Q: 3 clusters Score -471272.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -471272.500000 Penalty: 2686.252930
	Iteration 17Q: 3 clusters Score -471272.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -471272.468750 Penalty: 2686.252930
	Iteration 18Q: 3 clusters Score -471272.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -471272.468750 Penalty: 2686.252930
	Iteration 19F: 3 clusters Score -471272.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 104936 members 
Mstep: Class 2 contains 11499 members 
Mstep: Class 3 contains 6935 members 
Mstep: Class 4 contains 114992 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 6951 members 
Mstep: Class 8 contains 9734 members 
Mstep: Class 9 contains 92569 members 
Mstep: Class 10 contains 2561 members 
Mstep: Class 11 contains 104069 members 
Mstep: Class 12 contains 97257 members 
Mstep: Class 13 contains 84439 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 93780 members 
Mstep: Class 17 contains 23387 members 
Mstep: Class 18 contains 14395 members 
Mstep: Class 19 contains 2761 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7935 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 759 members 
Mstep: Class 25 contains 4762 members 
Mstep: Class 26 contains 21173 members 
Mstep: Class 27 contains 6159 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 9427 members 
Mstep: Class 30 contains 34990 members 
Mstep: Class 31 contains 23208 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 2293 members 
Mstep: Class 35 contains 17589 members 
Mstep: Class 36 contains 6491 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 209 members 
Mstep: Class 39 contains 360 members 
Mstep: Class 40 contains 1594 members 
Entering Unmasked Estep 
Score: -111782040.000000 Penalty: 89247.812500
Splitting cluster 34 changes total score from -111781992.000000 to -111782040.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 35 (17589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Entering Unmasked Estep 
Score: -2183795.250000 Penalty: 1588.442261
	Iteration 0F: 2 clusters Score -2183795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2171804.750000 Penalty: 3176.884521
	Iteration 0F: 3 clusters Score -2171805 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2176178.250000 Penalty: 3176.884521
	Iteration 1F: 3 clusters Score -2176178 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2176650.250000 Penalty: 3176.884521
	Iteration 2F: 3 clusters Score -2176650 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2177185.750000 Penalty: 3176.884521
	Iteration 3F: 3 clusters Score -2177186 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2177907.250000 Penalty: 3176.884521
	Iteration 4F: 3 clusters Score -2177907 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2178849.250000 Penalty: 3176.884521
	Iteration 5F: 3 clusters Score -2178849 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2179877.250000 Penalty: 3176.884521
	Iteration 6F: 3 clusters Score -2179877 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2180748.250000 Penalty: 3176.884521
	Iteration 7F: 3 clusters Score -2180748 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2181333.500000 Penalty: 3176.884521
	Iteration 8Q: 3 clusters Score -2181334 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2181686.750000 Penalty: 3176.884521
	Iteration 9Q: 3 clusters Score -2181687 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2181856.750000 Penalty: 3176.884521
	Iteration 10Q: 3 clusters Score -2181857 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2181973.000000 Penalty: 3176.884521
	Iteration 11Q: 3 clusters Score -2181973 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -2182048.000000 Penalty: 3176.884521
	Iteration 12Q: 3 clusters Score -2182048 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -2182101.250000 Penalty: 3176.884521
	Iteration 13Q: 3 clusters Score -2182101 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2182128.250000 Penalty: 3176.884521
	Iteration 14Q: 3 clusters Score -2182128 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2182162.000000 Penalty: 3176.884521
	Iteration 15Q: 3 clusters Score -2182162 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2182180.750000 Penalty: 3176.884521
	Iteration 16Q: 3 clusters Score -2182181 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2182189.750000 Penalty: 3176.884521
	Iteration 17Q: 3 clusters Score -2182190 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -2182203.500000 Penalty: 3176.884521
	Iteration 18Q: 3 clusters Score -2182204 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2182221.500000 Penalty: 3176.884521
	Iteration 19Q: 3 clusters Score -2182222 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2182243.500000 Penalty: 3176.884521
	Iteration 20F: 3 clusters Score -2182244 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2182249.000000 Penalty: 3176.884521
	Iteration 21Q: 3 clusters Score -2182249 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2182256.000000 Penalty: 3176.884521
	Iteration 22Q: 3 clusters Score -2182256 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2182273.000000 Penalty: 3176.884521
	Iteration 23Q: 3 clusters Score -2182273 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2182278.500000 Penalty: 3176.884521
	Iteration 24Q: 3 clusters Score -2182278 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -2182298.000000 Penalty: 3176.884521
	Iteration 25Q: 3 clusters Score -2182298 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -2182303.750000 Penalty: 3176.884521
	Iteration 26Q: 3 clusters Score -2182304 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2182310.250000 Penalty: 3176.884521
	Iteration 27Q: 3 clusters Score -2182310 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2182315.500000 Penalty: 3176.884521
	Iteration 28Q: 3 clusters Score -2182316 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2182327.750000 Penalty: 3176.884521
	Iteration 29Q: 3 clusters Score -2182328 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2182341.500000 Penalty: 3176.884521
	Iteration 30Q: 3 clusters Score -2182342 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2182343.000000 Penalty: 3176.884521
	Iteration 31Q: 3 clusters Score -2182343 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2182345.750000 Penalty: 3176.884521
	Iteration 32Q: 3 clusters Score -2182346 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2182355.750000 Penalty: 3176.884521
	Iteration 33Q: 3 clusters Score -2182356 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -2182363.750000 Penalty: 3176.884521
	Iteration 34Q: 3 clusters Score -2182364 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2182364.250000 Penalty: 3176.884521
	Iteration 35Q: 3 clusters Score -2182364 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -2182367.500000 Penalty: 3176.884521
	Iteration 36Q: 3 clusters Score -2182368 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2182378.750000 Penalty: 3176.884521
	Iteration 37Q: 3 clusters Score -2182379 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2182392.500000 Penalty: 3176.884521
	Iteration 38Q: 3 clusters Score -2182392 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -2182393.750000 Penalty: 3176.884521
	Iteration 39Q: 3 clusters Score -2182394 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2182403.500000 Penalty: 3176.884521
	Iteration 40F: 3 clusters Score -2182404 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2182414.250000 Penalty: 3176.884521
	Iteration 41Q: 3 clusters Score -2182414 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2182432.500000 Penalty: 3176.884521
	Iteration 42Q: 3 clusters Score -2182432 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2182439.250000 Penalty: 3176.884521
	Iteration 43Q: 3 clusters Score -2182439 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2182451.250000 Penalty: 3176.884521
	Iteration 44Q: 3 clusters Score -2182451 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2182469.500000 Penalty: 3176.884521
	Iteration 45Q: 3 clusters Score -2182470 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2182491.750000 Penalty: 3176.884521
	Iteration 46Q: 3 clusters Score -2182492 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2182501.500000 Penalty: 3176.884521
	Iteration 47Q: 3 clusters Score -2182502 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -2182519.500000 Penalty: 3176.884521
	Iteration 48Q: 3 clusters Score -2182520 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2182525.750000 Penalty: 3176.884521
	Iteration 49Q: 3 clusters Score -2182526 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -2182545.250000 Penalty: 3176.884521
	Iteration 50Q: 3 clusters Score -2182545 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2182563.250000 Penalty: 3176.884521
	Iteration 51Q: 3 clusters Score -2182563 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2182574.000000 Penalty: 3176.884521
	Iteration 52Q: 3 clusters Score -2182574 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2182592.500000 Penalty: 3176.884521
	Iteration 53Q: 3 clusters Score -2182592 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2182601.250000 Penalty: 3176.884521
	Iteration 54Q: 3 clusters Score -2182601 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -2182615.750000 Penalty: 3176.884521
	Iteration 55Q: 3 clusters Score -2182616 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -2182632.250000 Penalty: 3176.884521
	Iteration 56Q: 3 clusters Score -2182632 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -2182661.750000 Penalty: 3176.884521
	Iteration 57Q: 3 clusters Score -2182662 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -2182679.250000 Penalty: 3176.884521
	Iteration 58Q: 3 clusters Score -2182679 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2182696.250000 Penalty: 3176.884521
	Iteration 59Q: 3 clusters Score -2182696 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2182716.000000 Penalty: 3176.884521
	Iteration 60F: 3 clusters Score -2182716 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2182730.750000 Penalty: 3176.884521
	Iteration 61Q: 3 clusters Score -2182731 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2182751.000000 Penalty: 3176.884521
	Iteration 62Q: 3 clusters Score -2182751 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -2182758.750000 Penalty: 3176.884521
	Iteration 63Q: 3 clusters Score -2182759 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -2182768.500000 Penalty: 3176.884521
	Iteration 64Q: 3 clusters Score -2182768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -2182777.250000 Penalty: 3176.884521
	Iteration 65Q: 3 clusters Score -2182777 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2182782.000000 Penalty: 3176.884521
	Iteration 66Q: 3 clusters Score -2182782 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2182790.250000 Penalty: 3176.884521
	Iteration 67Q: 3 clusters Score -2182790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2182797.500000 Penalty: 3176.884521
	Iteration 68Q: 3 clusters Score -2182798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2182809.750000 Penalty: 3176.884521
	Iteration 69Q: 3 clusters Score -2182810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2182813.000000 Penalty: 3176.884521
	Iteration 70Q: 3 clusters Score -2182813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2182815.000000 Penalty: 3176.884521
	Iteration 71Q: 3 clusters Score -2182815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2182825.500000 Penalty: 3176.884521
	Iteration 72Q: 3 clusters Score -2182826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2182830.000000 Penalty: 3176.884521
	Iteration 73Q: 3 clusters Score -2182830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2182834.500000 Penalty: 3176.884521
	Iteration 74Q: 3 clusters Score -2182834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2182837.750000 Penalty: 3176.884521
	Iteration 75Q: 3 clusters Score -2182838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2182836.500000 Penalty: 3176.884521
	Iteration 76Q: 3 clusters Score -2182836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2182841.000000 Penalty: 3176.884521
	Iteration 77Q: 3 clusters Score -2182841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2182841.500000 Penalty: 3176.884521
	Iteration 78Q: 3 clusters Score -2182842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2182841.750000 Penalty: 3176.884521
	Iteration 79Q: 3 clusters Score -2182842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2182841.750000 Penalty: 3176.884521
	Iteration 80F: 3 clusters Score -2182842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2182851.250000 Penalty: 3176.884521
	Iteration 81Q: 3 clusters Score -2182851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2182852.250000 Penalty: 3176.884521
	Iteration 82Q: 3 clusters Score -2182852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2182849.750000 Penalty: 3176.884521
	Iteration 83Q: 3 clusters Score -2182850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2182847.250000 Penalty: 3176.884521
	Iteration 84Q: 3 clusters Score -2182847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2182848.250000 Penalty: 3176.884521
	Iteration 85Q: 3 clusters Score -2182848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2182848.750000 Penalty: 3176.884521
	Iteration 86Q: 3 clusters Score -2182849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -2182847.750000 Penalty: 3176.884521
	Iteration 87Q: 3 clusters Score -2182848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2182851.000000 Penalty: 3176.884521
	Iteration 88Q: 3 clusters Score -2182851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2182851.500000 Penalty: 3176.884521
	Iteration 89Q: 3 clusters Score -2182852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -2182854.750000 Penalty: 3176.884521
	Iteration 90Q: 3 clusters Score -2182855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2182855.500000 Penalty: 3176.884521
	Iteration 91Q: 3 clusters Score -2182856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2182853.000000 Penalty: 3176.884521
	Iteration 92Q: 3 clusters Score -2182853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2182854.750000 Penalty: 3176.884521
	Iteration 93Q: 3 clusters Score -2182855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2182858.750000 Penalty: 3176.884521
	Iteration 94Q: 3 clusters Score -2182859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2182857.000000 Penalty: 3176.884521
	Iteration 95Q: 3 clusters Score -2182857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2182859.250000 Penalty: 3176.884521
	Iteration 96Q: 3 clusters Score -2182859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2182859.250000 Penalty: 3176.884521
	Iteration 97F: 3 clusters Score -2182859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Entering Unmasked Estep 
Score: -813975.375000 Penalty: 1426.452881
	Iteration 0F: 2 clusters Score -813975.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -809106.062500 Penalty: 2852.905762
	Iteration 0F: 3 clusters Score -809106.1 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -810603.625000 Penalty: 2852.905762
	Iteration 1F: 3 clusters Score -810603.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -810855.125000 Penalty: 2852.905762
	Iteration 2F: 3 clusters Score -810855.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -811052.687500 Penalty: 2852.905762
	Iteration 3F: 3 clusters Score -811052.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -811239.375000 Penalty: 2852.905762
	Iteration 4Q: 3 clusters Score -811239.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -811423.375000 Penalty: 2852.905762
	Iteration 5Q: 3 clusters Score -811423.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -811630.500000 Penalty: 2852.905762
	Iteration 6Q: 3 clusters Score -811630.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -811844.500000 Penalty: 2852.905762
	Iteration 7Q: 3 clusters Score -811844.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -812051.437500 Penalty: 2852.905762
	Iteration 8Q: 3 clusters Score -812051.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -812251.812500 Penalty: 2852.905762
	Iteration 9Q: 3 clusters Score -812251.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -812425.250000 Penalty: 2852.905762
	Iteration 10Q: 3 clusters Score -812425.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -812568.375000 Penalty: 2852.905762
	Iteration 11Q: 3 clusters Score -812568.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -812654.125000 Penalty: 2852.905762
	Iteration 12Q: 3 clusters Score -812654.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -812707.437500 Penalty: 2852.905762
	Iteration 13Q: 3 clusters Score -812707.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -812738.312500 Penalty: 2852.905762
	Iteration 14Q: 3 clusters Score -812738.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -812767.437500 Penalty: 2852.905762
	Iteration 15Q: 3 clusters Score -812767.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -812796.375000 Penalty: 2852.905762
	Iteration 16Q: 3 clusters Score -812796.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -812816.125000 Penalty: 2852.905762
	Iteration 17Q: 3 clusters Score -812816.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -812833.812500 Penalty: 2852.905762
	Iteration 18Q: 3 clusters Score -812833.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -812853.625000 Penalty: 2852.905762
	Iteration 19Q: 3 clusters Score -812853.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -812864.437500 Penalty: 2852.905762
	Iteration 20F: 3 clusters Score -812864.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -812869.500000 Penalty: 2852.905762
	Iteration 21Q: 3 clusters Score -812869.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -812872.562500 Penalty: 2852.905762
	Iteration 22Q: 3 clusters Score -812872.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -812873.812500 Penalty: 2852.905762
	Iteration 23Q: 3 clusters Score -812873.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -812875.812500 Penalty: 2852.905762
	Iteration 24Q: 3 clusters Score -812875.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -812876.812500 Penalty: 2852.905762
	Iteration 25Q: 3 clusters Score -812876.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -812876.437500 Penalty: 2852.905762
	Iteration 26Q: 3 clusters Score -812876.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -812876.437500 Penalty: 2852.905762
	Iteration 27F: 3 clusters Score -812876.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -40532.789062 Penalty: 974.827209
	Iteration 0F: 2 clusters Score -40532.79 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 201 members 
Entering Unmasked Estep 
Score: -39628.355469 Penalty: 1949.654419
	Iteration 0F: 3 clusters Score -39628.36 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -39869.457031 Penalty: 1949.654419
	Iteration 1F: 3 clusters Score -39869.46 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -39981.617188 Penalty: 1949.654419
	Iteration 2F: 3 clusters Score -39981.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -40033.277344 Penalty: 1949.654419
	Iteration 3Q: 3 clusters Score -40033.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40067.746094 Penalty: 1949.654419
	Iteration 4Q: 3 clusters Score -40067.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40102.136719 Penalty: 1949.654419
	Iteration 5Q: 3 clusters Score -40102.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40107.039062 Penalty: 1949.654419
	Iteration 6Q: 3 clusters Score -40107.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40107.039062 Penalty: 1949.654419
	Iteration 7F: 3 clusters Score -40107.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -18443.767578 Penalty: 868.129333
	Iteration 0F: 2 clusters Score -18443.77 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 119 members 
Entering Unmasked Estep 
Score: -17711.933594 Penalty: 1736.258667
	Iteration 0F: 3 clusters Score -17711.93 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17808.107422 Penalty: 1736.258667
	Iteration 1F: 3 clusters Score -17808.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17853.103516 Penalty: 1736.258667
	Iteration 2Q: 3 clusters Score -17853.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17875.675781 Penalty: 1736.258667
	Iteration 3Q: 3 clusters Score -17875.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17883.353516 Penalty: 1736.258667
	Iteration 4Q: 3 clusters Score -17883.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17905.218750 Penalty: 1736.258667
	Iteration 5Q: 3 clusters Score -17905.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17917.671875 Penalty: 1736.258667
	Iteration 6Q: 3 clusters Score -17917.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17939.867188 Penalty: 1736.258667
	Iteration 7Q: 3 clusters Score -17939.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -17945.183594 Penalty: 1736.258667
	Iteration 8Q: 3 clusters Score -17945.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -17945.183594 Penalty: 1736.258667
	Iteration 9F: 3 clusters Score -17945.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -11909.518555 Penalty: 956.491943
	Iteration 0F: 2 clusters Score -11909.52 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 187 members 
Entering Unmasked Estep 
Score: -11058.443359 Penalty: 1912.983887
	Iteration 0F: 3 clusters Score -11058.44 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -11466.959961 Penalty: 1912.983887
	Iteration 1F: 3 clusters Score -11466.96 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11790.380859 Penalty: 1912.983887
	Iteration 2F: 3 clusters Score -11790.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11918.513672 Penalty: 1912.983887
	Iteration 3Q: 3 clusters Score -11918.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11978.415039 Penalty: 1912.983887
	Iteration 4Q: 3 clusters Score -11978.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11997.083008 Penalty: 1912.983887
	Iteration 5Q: 3 clusters Score -11997.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12003.798828 Penalty: 1912.983887
	Iteration 6Q: 3 clusters Score -12003.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12021.707031 Penalty: 1912.983887
	Iteration 7Q: 3 clusters Score -12021.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12024.220703 Penalty: 1912.983887
	Iteration 8Q: 3 clusters Score -12024.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12027.256836 Penalty: 1912.983887
	Iteration 9Q: 3 clusters Score -12027.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12027.256836 Penalty: 1912.983887
	Iteration 10F: 3 clusters Score -12027.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 104936 members 
Mstep: Class 2 contains 11499 members 
Mstep: Class 3 contains 6935 members 
Mstep: Class 4 contains 114992 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 6951 members 
Mstep: Class 8 contains 9734 members 
Mstep: Class 9 contains 92569 members 
Mstep: Class 10 contains 2561 members 
Mstep: Class 11 contains 104069 members 
Mstep: Class 12 contains 97257 members 
Mstep: Class 13 contains 84439 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 93780 members 
Mstep: Class 17 contains 23387 members 
Mstep: Class 18 contains 14395 members 
Mstep: Class 19 contains 2761 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7935 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 759 members 
Mstep: Class 25 contains 4762 members 
Mstep: Class 26 contains 21173 members 
Mstep: Class 27 contains 6159 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 9427 members 
Mstep: Class 30 contains 34990 members 
Mstep: Class 31 contains 23208 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 2293 members 
Mstep: Class 35 contains 17589 members 
Mstep: Class 36 contains 6491 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 209 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 1594 members 
Mstep: Class 41 contains 157 members 
Entering Unmasked Estep 
Score: -111780800.000000 Penalty: 91479.007812
Splitting cluster 39 changes total score from -111781992.000000 to -111780800.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 104936 members 
Mstep: Class 2 contains 11499 members 
Mstep: Class 3 contains 6935 members 
Mstep: Class 4 contains 114992 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 6951 members 
Mstep: Class 8 contains 9734 members 
Mstep: Class 9 contains 92569 members 
Mstep: Class 10 contains 2561 members 
Mstep: Class 11 contains 104069 members 
Mstep: Class 12 contains 97257 members 
Mstep: Class 13 contains 84439 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 93780 members 
Mstep: Class 17 contains 23387 members 
Mstep: Class 18 contains 14395 members 
Mstep: Class 19 contains 2761 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7935 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 759 members 
Mstep: Class 25 contains 4762 members 
Mstep: Class 26 contains 21173 members 
Mstep: Class 27 contains 6159 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 9427 members 
Mstep: Class 30 contains 34990 members 
Mstep: Class 31 contains 23208 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 2293 members 
Mstep: Class 35 contains 17589 members 
Mstep: Class 36 contains 6491 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 209 members 
Mstep: Class 39 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782544.000000 Penalty: 89247.812500
Iteration 119Q: 41 clusters Score -1.117825e+08 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 104904 members 
Mstep: Class 2 contains 11509 members 
Mstep: Class 3 contains 6940 members 
Mstep: Class 4 contains 114963 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 1537 members 
Mstep: Class 7 contains 6952 members 
Mstep: Class 8 contains 9736 members 
Mstep: Class 9 contains 92533 members 
Mstep: Class 10 contains 2586 members 
Mstep: Class 11 contains 104066 members 
Mstep: Class 12 contains 97208 members 
Mstep: Class 13 contains 84495 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3029 members 
Mstep: Class 16 contains 93608 members 
Mstep: Class 17 contains 23412 members 
Mstep: Class 18 contains 14401 members 
Mstep: Class 19 contains 2760 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7934 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 759 members 
Mstep: Class 25 contains 4759 members 
Mstep: Class 26 contains 21192 members 
Mstep: Class 27 contains 6237 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 9428 members 
Mstep: Class 30 contains 35009 members 
Mstep: Class 31 contains 23213 members 
Mstep: Class 32 contains 1986 members 
Mstep: Class 33 contains 301 members 
Mstep: Class 34 contains 2522 members 
Mstep: Class 35 contains 17589 members 
Mstep: Class 36 contains 6491 members 
Mstep: Class 37 contains 402 members 
Mstep: Class 38 contains 209 members 
Mstep: Class 39 contains 360 members 
Mstep: Class 40 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783240.000000 Penalty: 89247.812500
Iteration 120F: 41 clusters Score -1.117832e+08 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 104889 members 
Mstep: Class 2 contains 11512 members 
Mstep: Class 3 contains 6934 members 
Mstep: Class 4 contains 114919 members 
Mstep: Class 5 contains 1102 members 
Mstep: Class 6 contains 1537 members 
Mstep: Class 7 contains 6945 members 
Mstep: Class 8 contains 9717 members 
Mstep: Class 9 contains 92546 members 
Mstep: Class 10 contains 2589 members 
Mstep: Class 11 contains 104094 members 
Mstep: Class 12 contains 97143 members 
Mstep: Class 13 contains 84551 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 93461 members 
Mstep: Class 17 contains 23416 members 
Mstep: Class 18 contains 14408 members 
Mstep: Class 19 contains 2760 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 7932 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4754 members 
Mstep: Class 26 contains 21206 members 
Mstep: Class 27 contains 6271 members 
Mstep: Class 28 contains 366 members 
Mstep: Class 29 contains 9432 members 
Mstep: Class 30 contains 35020 members 
Mstep: Class 31 contains 23220 members 
Mstep: Class 32 contains 1968 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 2653 members 
Mstep: Class 35 contains 17593 members 
Mstep: Class 36 contains 6495 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 209 members 
Mstep: Class 39 contains 363 members 
Mstep: Class 40 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783448.000000 Penalty: 89247.812500
Iteration 121Q: 41 clusters Score -1.117834e+08 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 104941 members 
Mstep: Class 2 contains 11509 members 
Mstep: Class 3 contains 6932 members 
Mstep: Class 4 contains 114899 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1537 members 
Mstep: Class 7 contains 6949 members 
Mstep: Class 8 contains 9713 members 
Mstep: Class 9 contains 92581 members 
Mstep: Class 10 contains 2581 members 
Mstep: Class 11 contains 104105 members 
Mstep: Class 12 contains 97063 members 
Mstep: Class 13 contains 84631 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3039 members 
Mstep: Class 16 contains 93294 members 
Mstep: Class 17 contains 23410 members 
Mstep: Class 18 contains 14406 members 
Mstep: Class 19 contains 2760 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 7932 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4755 members 
Mstep: Class 26 contains 21208 members 
Mstep: Class 27 contains 6296 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 9435 members 
Mstep: Class 30 contains 35023 members 
Mstep: Class 31 contains 23228 members 
Mstep: Class 32 contains 1968 members 
Mstep: Class 33 contains 300 members 
Mstep: Class 34 contains 2716 members 
Mstep: Class 35 contains 17593 members 
Mstep: Class 36 contains 6498 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 209 members 
Mstep: Class 39 contains 367 members 
Mstep: Class 40 contains 1438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783560.000000 Penalty: 89247.812500
Iteration 122Q: 41 clusters Score -1.117836e+08 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 104983 members 
Mstep: Class 2 contains 11522 members 
Mstep: Class 3 contains 6932 members 
Mstep: Class 4 contains 114887 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 6943 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 92621 members 
Mstep: Class 10 contains 2582 members 
Mstep: Class 11 contains 104111 members 
Mstep: Class 12 contains 96980 members 
Mstep: Class 13 contains 84709 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3044 members 
Mstep: Class 16 contains 93131 members 
Mstep: Class 17 contains 23414 members 
Mstep: Class 18 contains 14406 members 
Mstep: Class 19 contains 2760 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 7928 members 
Mstep: Class 22 contains 327 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4752 members 
Mstep: Class 26 contains 21217 members 
Mstep: Class 27 contains 6333 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 9435 members 
Mstep: Class 30 contains 35027 members 
Mstep: Class 31 contains 23240 members 
Mstep: Class 32 contains 1965 members 
Mstep: Class 33 contains 296 members 
Mstep: Class 34 contains 2760 members 
Mstep: Class 35 contains 17594 members 
Mstep: Class 36 contains 6496 members 
Mstep: Class 37 contains 422 members 
Mstep: Class 38 contains 209 members 
Mstep: Class 39 contains 370 members 
Mstep: Class 40 contains 1421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783480.000000 Penalty: 89247.812500
Iteration 123Q: 41 clusters Score -1.117835e+08 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 105069 members 
Mstep: Class 2 contains 11528 members 
Mstep: Class 3 contains 6930 members 
Mstep: Class 4 contains 114909 members 
Mstep: Class 5 contains 1107 members 
Mstep: Class 6 contains 1534 members 
Mstep: Class 7 contains 6939 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 92649 members 
Mstep: Class 10 contains 2577 members 
Mstep: Class 11 contains 104087 members 
Mstep: Class 12 contains 96906 members 
Mstep: Class 13 contains 84778 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3048 members 
Mstep: Class 16 contains 92987 members 
Mstep: Class 17 contains 23410 members 
Mstep: Class 18 contains 14400 members 
Mstep: Class 19 contains 2761 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 7924 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4747 members 
Mstep: Class 26 contains 21229 members 
Mstep: Class 27 contains 6363 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 9436 members 
Mstep: Class 30 contains 35028 members 
Mstep: Class 31 contains 23249 members 
Mstep: Class 32 contains 1964 members 
Mstep: Class 33 contains 291 members 
Mstep: Class 34 contains 2778 members 
Mstep: Class 35 contains 17594 members 
Mstep: Class 36 contains 6497 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 209 members 
Mstep: Class 39 contains 371 members 
Mstep: Class 40 contains 1409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783664.000000 Penalty: 89247.812500
Iteration 124Q: 41 clusters Score -1.117837e+08 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 105128 members 
Mstep: Class 2 contains 11535 members 
Mstep: Class 3 contains 6928 members 
Mstep: Class 4 contains 114910 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1531 members 
Mstep: Class 7 contains 6934 members 
Mstep: Class 8 contains 9706 members 
Mstep: Class 9 contains 92684 members 
Mstep: Class 10 contains 2574 members 
Mstep: Class 11 contains 104080 members 
Mstep: Class 12 contains 96840 members 
Mstep: Class 13 contains 84862 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3051 members 
Mstep: Class 16 contains 92847 members 
Mstep: Class 17 contains 23424 members 
Mstep: Class 18 contains 14399 members 
Mstep: Class 19 contains 2760 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 7917 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4749 members 
Mstep: Class 26 contains 21242 members 
Mstep: Class 27 contains 6385 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 9435 members 
Mstep: Class 30 contains 35021 members 
Mstep: Class 31 contains 23256 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 287 members 
Mstep: Class 34 contains 2796 members 
Mstep: Class 35 contains 17593 members 
Mstep: Class 36 contains 6495 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 372 members 
Mstep: Class 40 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783760.000000 Penalty: 89247.812500
Iteration 125Q: 41 clusters Score -1.117838e+08 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 105157 members 
Mstep: Class 2 contains 11544 members 
Mstep: Class 3 contains 6931 members 
Mstep: Class 4 contains 114909 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 1526 members 
Mstep: Class 7 contains 6929 members 
Mstep: Class 8 contains 9704 members 
Mstep: Class 9 contains 92724 members 
Mstep: Class 10 contains 2567 members 
Mstep: Class 11 contains 104103 members 
Mstep: Class 12 contains 96788 members 
Mstep: Class 13 contains 84935 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3057 members 
Mstep: Class 16 contains 92712 members 
Mstep: Class 17 contains 23417 members 
Mstep: Class 18 contains 14395 members 
Mstep: Class 19 contains 2760 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 7909 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4748 members 
Mstep: Class 26 contains 21247 members 
Mstep: Class 27 contains 6436 members 
Mstep: Class 28 contains 365 members 
Mstep: Class 29 contains 9437 members 
Mstep: Class 30 contains 35014 members 
Mstep: Class 31 contains 23263 members 
Mstep: Class 32 contains 1959 members 
Mstep: Class 33 contains 283 members 
Mstep: Class 34 contains 2810 members 
Mstep: Class 35 contains 17595 members 
Mstep: Class 36 contains 6496 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 372 members 
Mstep: Class 40 contains 1358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783856.000000 Penalty: 89247.812500
Iteration 126Q: 41 clusters Score -1.117839e+08 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 105150 members 
Mstep: Class 2 contains 11555 members 
Mstep: Class 3 contains 6932 members 
Mstep: Class 4 contains 114918 members 
Mstep: Class 5 contains 1118 members 
Mstep: Class 6 contains 1522 members 
Mstep: Class 7 contains 6922 members 
Mstep: Class 8 contains 9705 members 
Mstep: Class 9 contains 92747 members 
Mstep: Class 10 contains 2563 members 
Mstep: Class 11 contains 104081 members 
Mstep: Class 12 contains 96766 members 
Mstep: Class 13 contains 85075 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3059 members 
Mstep: Class 16 contains 92574 members 
Mstep: Class 17 contains 23420 members 
Mstep: Class 18 contains 14395 members 
Mstep: Class 19 contains 2760 members 
Mstep: Class 20 contains 408 members 
Mstep: Class 21 contains 7901 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4743 members 
Mstep: Class 26 contains 21254 members 
Mstep: Class 27 contains 6487 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9438 members 
Mstep: Class 30 contains 34994 members 
Mstep: Class 31 contains 23271 members 
Mstep: Class 32 contains 1967 members 
Mstep: Class 33 contains 283 members 
Mstep: Class 34 contains 2830 members 
Mstep: Class 35 contains 17596 members 
Mstep: Class 36 contains 6493 members 
Mstep: Class 37 contains 419 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 372 members 
Mstep: Class 40 contains 1311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783992.000000 Penalty: 89247.812500
Iteration 127Q: 41 clusters Score -1.11784e+08 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 105149 members 
Mstep: Class 2 contains 11560 members 
Mstep: Class 3 contains 6933 members 
Mstep: Class 4 contains 114914 members 
Mstep: Class 5 contains 1119 members 
Mstep: Class 6 contains 1518 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 92754 members 
Mstep: Class 10 contains 2560 members 
Mstep: Class 11 contains 104045 members 
Mstep: Class 12 contains 96741 members 
Mstep: Class 13 contains 85236 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3063 members 
Mstep: Class 16 contains 92453 members 
Mstep: Class 17 contains 23415 members 
Mstep: Class 18 contains 14394 members 
Mstep: Class 19 contains 2761 members 
Mstep: Class 20 contains 409 members 
Mstep: Class 21 contains 7896 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4739 members 
Mstep: Class 26 contains 21254 members 
Mstep: Class 27 contains 6524 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9439 members 
Mstep: Class 30 contains 34990 members 
Mstep: Class 31 contains 23281 members 
Mstep: Class 32 contains 1969 members 
Mstep: Class 33 contains 283 members 
Mstep: Class 34 contains 2856 members 
Mstep: Class 35 contains 17594 members 
Mstep: Class 36 contains 6491 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 372 members 
Mstep: Class 40 contains 1271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784224.000000 Penalty: 89247.812500
Iteration 128Q: 41 clusters Score -1.117842e+08 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 105153 members 
Mstep: Class 2 contains 11555 members 
Mstep: Class 3 contains 6934 members 
Mstep: Class 4 contains 114893 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 1515 members 
Mstep: Class 7 contains 6916 members 
Mstep: Class 8 contains 9717 members 
Mstep: Class 9 contains 92771 members 
Mstep: Class 10 contains 2553 members 
Mstep: Class 11 contains 103997 members 
Mstep: Class 12 contains 96695 members 
Mstep: Class 13 contains 85424 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3067 members 
Mstep: Class 16 contains 92317 members 
Mstep: Class 17 contains 23423 members 
Mstep: Class 18 contains 14391 members 
Mstep: Class 19 contains 2761 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 7894 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4740 members 
Mstep: Class 26 contains 21272 members 
Mstep: Class 27 contains 6545 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9441 members 
Mstep: Class 30 contains 34990 members 
Mstep: Class 31 contains 23292 members 
Mstep: Class 32 contains 1969 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 2878 members 
Mstep: Class 35 contains 17596 members 
Mstep: Class 36 contains 6490 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 372 members 
Mstep: Class 40 contains 1241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784568.000000 Penalty: 89247.812500
Iteration 129Q: 41 clusters Score -1.117846e+08 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 105152 members 
Mstep: Class 2 contains 11557 members 
Mstep: Class 3 contains 6936 members 
Mstep: Class 4 contains 114863 members 
Mstep: Class 5 contains 1115 members 
Mstep: Class 6 contains 1513 members 
Mstep: Class 7 contains 6914 members 
Mstep: Class 8 contains 9719 members 
Mstep: Class 9 contains 92807 members 
Mstep: Class 10 contains 2547 members 
Mstep: Class 11 contains 103952 members 
Mstep: Class 12 contains 96656 members 
Mstep: Class 13 contains 85597 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3071 members 
Mstep: Class 16 contains 92185 members 
Mstep: Class 17 contains 23435 members 
Mstep: Class 18 contains 14387 members 
Mstep: Class 19 contains 2759 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 7887 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4735 members 
Mstep: Class 26 contains 21305 members 
Mstep: Class 27 contains 6562 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9439 members 
Mstep: Class 30 contains 34984 members 
Mstep: Class 31 contains 23303 members 
Mstep: Class 32 contains 1975 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 2896 members 
Mstep: Class 35 contains 17595 members 
Mstep: Class 36 contains 6489 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 372 members 
Mstep: Class 40 contains 1212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784560.000000 Penalty: 89247.812500
Iteration 130Q: 41 clusters Score -1.117846e+08 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 105165 members 
Mstep: Class 2 contains 11545 members 
Mstep: Class 3 contains 6933 members 
Mstep: Class 4 contains 114834 members 
Mstep: Class 5 contains 1115 members 
Mstep: Class 6 contains 1513 members 
Mstep: Class 7 contains 6917 members 
Mstep: Class 8 contains 9719 members 
Mstep: Class 9 contains 92822 members 
Mstep: Class 10 contains 2539 members 
Mstep: Class 11 contains 103907 members 
Mstep: Class 12 contains 96629 members 
Mstep: Class 13 contains 85792 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3073 members 
Mstep: Class 16 contains 92041 members 
Mstep: Class 17 contains 23438 members 
Mstep: Class 18 contains 14386 members 
Mstep: Class 19 contains 2759 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 7883 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4732 members 
Mstep: Class 26 contains 21335 members 
Mstep: Class 27 contains 6574 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9437 members 
Mstep: Class 30 contains 34983 members 
Mstep: Class 31 contains 23313 members 
Mstep: Class 32 contains 1977 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 2910 members 
Mstep: Class 35 contains 17597 members 
Mstep: Class 36 contains 6489 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 372 members 
Mstep: Class 40 contains 1191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784616.000000 Penalty: 89247.812500
Iteration 131Q: 41 clusters Score -1.117846e+08 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 105181 members 
Mstep: Class 2 contains 11550 members 
Mstep: Class 3 contains 6935 members 
Mstep: Class 4 contains 114782 members 
Mstep: Class 5 contains 1114 members 
Mstep: Class 6 contains 1513 members 
Mstep: Class 7 contains 6921 members 
Mstep: Class 8 contains 9714 members 
Mstep: Class 9 contains 92794 members 
Mstep: Class 10 contains 2536 members 
Mstep: Class 11 contains 103867 members 
Mstep: Class 12 contains 96633 members 
Mstep: Class 13 contains 86008 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3072 members 
Mstep: Class 16 contains 91886 members 
Mstep: Class 17 contains 23440 members 
Mstep: Class 18 contains 14383 members 
Mstep: Class 19 contains 2760 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 7879 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4733 members 
Mstep: Class 26 contains 21358 members 
Mstep: Class 27 contains 6579 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9437 members 
Mstep: Class 30 contains 34977 members 
Mstep: Class 31 contains 23326 members 
Mstep: Class 32 contains 1978 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 2922 members 
Mstep: Class 35 contains 17599 members 
Mstep: Class 36 contains 6490 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 372 members 
Mstep: Class 40 contains 1181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785048.000000 Penalty: 89247.812500
Iteration 132Q: 41 clusters Score -1.11785e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 105158 members 
Mstep: Class 2 contains 11543 members 
Mstep: Class 3 contains 6943 members 
Mstep: Class 4 contains 114769 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1513 members 
Mstep: Class 7 contains 6922 members 
Mstep: Class 8 contains 9712 members 
Mstep: Class 9 contains 92782 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 103819 members 
Mstep: Class 12 contains 96616 members 
Mstep: Class 13 contains 86239 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3073 members 
Mstep: Class 16 contains 91742 members 
Mstep: Class 17 contains 23441 members 
Mstep: Class 18 contains 14383 members 
Mstep: Class 19 contains 2760 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 7878 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4734 members 
Mstep: Class 26 contains 21386 members 
Mstep: Class 27 contains 6582 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9439 members 
Mstep: Class 30 contains 34965 members 
Mstep: Class 31 contains 23333 members 
Mstep: Class 32 contains 1978 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 2932 members 
Mstep: Class 35 contains 17600 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 372 members 
Mstep: Class 40 contains 1175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785024.000000 Penalty: 89247.812500
Iteration 133Q: 41 clusters Score -1.11785e+08 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 105183 members 
Mstep: Class 2 contains 11543 members 
Mstep: Class 3 contains 6948 members 
Mstep: Class 4 contains 114745 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1513 members 
Mstep: Class 7 contains 6921 members 
Mstep: Class 8 contains 9711 members 
Mstep: Class 9 contains 92776 members 
Mstep: Class 10 contains 2525 members 
Mstep: Class 11 contains 103741 members 
Mstep: Class 12 contains 96586 members 
Mstep: Class 13 contains 86501 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3077 members 
Mstep: Class 16 contains 91570 members 
Mstep: Class 17 contains 23430 members 
Mstep: Class 18 contains 14383 members 
Mstep: Class 19 contains 2760 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 7876 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4730 members 
Mstep: Class 26 contains 21407 members 
Mstep: Class 27 contains 6594 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9439 members 
Mstep: Class 30 contains 34962 members 
Mstep: Class 31 contains 23345 members 
Mstep: Class 32 contains 1978 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 2938 members 
Mstep: Class 35 contains 17603 members 
Mstep: Class 36 contains 6485 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 372 members 
Mstep: Class 40 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785040.000000 Penalty: 89247.812500
Iteration 134Q: 41 clusters Score -1.11785e+08 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 105143 members 
Mstep: Class 2 contains 11538 members 
Mstep: Class 3 contains 6949 members 
Mstep: Class 4 contains 114691 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1513 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 9713 members 
Mstep: Class 9 contains 92770 members 
Mstep: Class 10 contains 2524 members 
Mstep: Class 11 contains 103764 members 
Mstep: Class 12 contains 96545 members 
Mstep: Class 13 contains 86785 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 91386 members 
Mstep: Class 17 contains 23417 members 
Mstep: Class 18 contains 14383 members 
Mstep: Class 19 contains 2760 members 
Mstep: Class 20 contains 409 members 
Mstep: Class 21 contains 7875 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4725 members 
Mstep: Class 26 contains 21425 members 
Mstep: Class 27 contains 6600 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9438 members 
Mstep: Class 30 contains 34961 members 
Mstep: Class 31 contains 23363 members 
Mstep: Class 32 contains 1979 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 2944 members 
Mstep: Class 35 contains 17605 members 
Mstep: Class 36 contains 6484 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 372 members 
Mstep: Class 40 contains 1156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785352.000000 Penalty: 89247.812500
Iteration 135Q: 41 clusters Score -1.117854e+08 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 105115 members 
Mstep: Class 2 contains 11539 members 
Mstep: Class 3 contains 6953 members 
Mstep: Class 4 contains 114643 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1513 members 
Mstep: Class 7 contains 6913 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 92770 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 103739 members 
Mstep: Class 12 contains 96514 members 
Mstep: Class 13 contains 87080 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 91203 members 
Mstep: Class 17 contains 23418 members 
Mstep: Class 18 contains 14382 members 
Mstep: Class 19 contains 2760 members 
Mstep: Class 20 contains 409 members 
Mstep: Class 21 contains 7874 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 570 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4726 members 
Mstep: Class 26 contains 21439 members 
Mstep: Class 27 contains 6602 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9438 members 
Mstep: Class 30 contains 34957 members 
Mstep: Class 31 contains 23379 members 
Mstep: Class 32 contains 1977 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 2949 members 
Mstep: Class 35 contains 17607 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 372 members 
Mstep: Class 40 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785416.000000 Penalty: 89247.812500
Iteration 136Q: 41 clusters Score -1.117854e+08 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 105103 members 
Mstep: Class 2 contains 11541 members 
Mstep: Class 3 contains 6953 members 
Mstep: Class 4 contains 114622 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1513 members 
Mstep: Class 7 contains 6907 members 
Mstep: Class 8 contains 9700 members 
Mstep: Class 9 contains 92745 members 
Mstep: Class 10 contains 2515 members 
Mstep: Class 11 contains 103690 members 
Mstep: Class 12 contains 96448 members 
Mstep: Class 13 contains 87415 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 91041 members 
Mstep: Class 17 contains 23410 members 
Mstep: Class 18 contains 14382 members 
Mstep: Class 19 contains 2761 members 
Mstep: Class 20 contains 409 members 
Mstep: Class 21 contains 7869 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 570 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4725 members 
Mstep: Class 26 contains 21440 members 
Mstep: Class 27 contains 6602 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9438 members 
Mstep: Class 30 contains 34953 members 
Mstep: Class 31 contains 23394 members 
Mstep: Class 32 contains 1979 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 2955 members 
Mstep: Class 35 contains 17613 members 
Mstep: Class 36 contains 6492 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 372 members 
Mstep: Class 40 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785672.000000 Penalty: 89247.812500
Iteration 137Q: 41 clusters Score -1.117857e+08 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 105123 members 
Mstep: Class 2 contains 11536 members 
Mstep: Class 3 contains 6951 members 
Mstep: Class 4 contains 114628 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1513 members 
Mstep: Class 7 contains 6897 members 
Mstep: Class 8 contains 9701 members 
Mstep: Class 9 contains 92751 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 11 contains 103613 members 
Mstep: Class 12 contains 96351 members 
Mstep: Class 13 contains 87715 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 90873 members 
Mstep: Class 17 contains 23409 members 
Mstep: Class 18 contains 14372 members 
Mstep: Class 19 contains 2761 members 
Mstep: Class 20 contains 409 members 
Mstep: Class 21 contains 7867 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 570 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4723 members 
Mstep: Class 26 contains 21443 members 
Mstep: Class 27 contains 6607 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9438 members 
Mstep: Class 30 contains 34960 members 
Mstep: Class 31 contains 23412 members 
Mstep: Class 32 contains 1979 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 2959 members 
Mstep: Class 35 contains 17622 members 
Mstep: Class 36 contains 6493 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 372 members 
Mstep: Class 40 contains 1150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785352.000000 Penalty: 89247.812500
Iteration 138Q: 41 clusters Score -1.117854e+08 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 105150 members 
Mstep: Class 2 contains 11536 members 
Mstep: Class 3 contains 6952 members 
Mstep: Class 4 contains 114606 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1513 members 
Mstep: Class 7 contains 6888 members 
Mstep: Class 8 contains 9699 members 
Mstep: Class 9 contains 92734 members 
Mstep: Class 10 contains 2502 members 
Mstep: Class 11 contains 103571 members 
Mstep: Class 12 contains 96282 members 
Mstep: Class 13 contains 87986 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3085 members 
Mstep: Class 16 contains 90688 members 
Mstep: Class 17 contains 23417 members 
Mstep: Class 18 contains 14367 members 
Mstep: Class 19 contains 2761 members 
Mstep: Class 20 contains 409 members 
Mstep: Class 21 contains 7865 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 570 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4727 members 
Mstep: Class 26 contains 21441 members 
Mstep: Class 27 contains 6609 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9437 members 
Mstep: Class 30 contains 34976 members 
Mstep: Class 31 contains 23433 members 
Mstep: Class 32 contains 1979 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 2964 members 
Mstep: Class 35 contains 17624 members 
Mstep: Class 36 contains 6495 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 372 members 
Mstep: Class 40 contains 1150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785464.000000 Penalty: 89247.812500
Iteration 139Q: 41 clusters Score -1.117855e+08 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 105140 members 
Mstep: Class 2 contains 11543 members 
Mstep: Class 3 contains 6955 members 
Mstep: Class 4 contains 114534 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1513 members 
Mstep: Class 7 contains 6883 members 
Mstep: Class 8 contains 9699 members 
Mstep: Class 9 contains 92713 members 
Mstep: Class 10 contains 2503 members 
Mstep: Class 11 contains 103620 members 
Mstep: Class 12 contains 96243 members 
Mstep: Class 13 contains 88259 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3086 members 
Mstep: Class 16 contains 90490 members 
Mstep: Class 17 contains 23409 members 
Mstep: Class 18 contains 14356 members 
Mstep: Class 19 contains 2761 members 
Mstep: Class 20 contains 409 members 
Mstep: Class 21 contains 7863 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 570 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4728 members 
Mstep: Class 26 contains 21438 members 
Mstep: Class 27 contains 6609 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9436 members 
Mstep: Class 30 contains 34992 members 
Mstep: Class 31 contains 23458 members 
Mstep: Class 32 contains 1979 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 2964 members 
Mstep: Class 35 contains 17627 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 372 members 
Mstep: Class 40 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785336.000000 Penalty: 89247.812500
Iteration 140F: 41 clusters Score -1.117853e+08 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 105158 members 
Mstep: Class 2 contains 11540 members 
Mstep: Class 3 contains 6955 members 
Mstep: Class 4 contains 114484 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1513 members 
Mstep: Class 7 contains 6881 members 
Mstep: Class 8 contains 9702 members 
Mstep: Class 9 contains 92668 members 
Mstep: Class 10 contains 2506 members 
Mstep: Class 11 contains 103607 members 
Mstep: Class 12 contains 96239 members 
Mstep: Class 13 contains 88500 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3089 members 
Mstep: Class 16 contains 90318 members 
Mstep: Class 17 contains 23400 members 
Mstep: Class 18 contains 14352 members 
Mstep: Class 19 contains 2762 members 
Mstep: Class 20 contains 409 members 
Mstep: Class 21 contains 7863 members 
Mstep: Class 22 contains 344 members 
Mstep: Class 23 contains 570 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4728 members 
Mstep: Class 26 contains 21447 members 
Mstep: Class 27 contains 6609 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9436 members 
Mstep: Class 30 contains 35003 members 
Mstep: Class 31 contains 23477 members 
Mstep: Class 32 contains 1979 members 
Mstep: Class 33 contains 277 members 
Mstep: Class 34 contains 2965 members 
Mstep: Class 35 contains 17627 members 
Mstep: Class 36 contains 6482 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 376 members 
Mstep: Class 40 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785544.000000 Penalty: 89247.812500
Iteration 141Q: 41 clusters Score -1.117855e+08 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 105183 members 
Mstep: Class 2 contains 11531 members 
Mstep: Class 3 contains 6954 members 
Mstep: Class 4 contains 114450 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1513 members 
Mstep: Class 7 contains 6882 members 
Mstep: Class 8 contains 9702 members 
Mstep: Class 9 contains 92647 members 
Mstep: Class 10 contains 2506 members 
Mstep: Class 11 contains 103602 members 
Mstep: Class 12 contains 96244 members 
Mstep: Class 13 contains 88700 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3090 members 
Mstep: Class 16 contains 90132 members 
Mstep: Class 17 contains 23399 members 
Mstep: Class 18 contains 14350 members 
Mstep: Class 19 contains 2763 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 7864 members 
Mstep: Class 22 contains 344 members 
Mstep: Class 23 contains 570 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4728 members 
Mstep: Class 26 contains 21445 members 
Mstep: Class 27 contains 6613 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9438 members 
Mstep: Class 30 contains 35006 members 
Mstep: Class 31 contains 23493 members 
Mstep: Class 32 contains 1980 members 
Mstep: Class 33 contains 276 members 
Mstep: Class 34 contains 2967 members 
Mstep: Class 35 contains 17626 members 
Mstep: Class 36 contains 6482 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 379 members 
Mstep: Class 40 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785784.000000 Penalty: 89247.812500
Iteration 142Q: 41 clusters Score -1.117858e+08 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 105217 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 6952 members 
Mstep: Class 4 contains 114450 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1513 members 
Mstep: Class 7 contains 6884 members 
Mstep: Class 8 contains 9702 members 
Mstep: Class 9 contains 92597 members 
Mstep: Class 10 contains 2505 members 
Mstep: Class 11 contains 103603 members 
Mstep: Class 12 contains 96242 members 
Mstep: Class 13 contains 88895 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3092 members 
Mstep: Class 16 contains 89942 members 
Mstep: Class 17 contains 23407 members 
Mstep: Class 18 contains 14350 members 
Mstep: Class 19 contains 2766 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 7863 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 570 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4725 members 
Mstep: Class 26 contains 21435 members 
Mstep: Class 27 contains 6613 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9436 members 
Mstep: Class 30 contains 35008 members 
Mstep: Class 31 contains 23507 members 
Mstep: Class 32 contains 1980 members 
Mstep: Class 33 contains 274 members 
Mstep: Class 34 contains 2974 members 
Mstep: Class 35 contains 17626 members 
Mstep: Class 36 contains 6480 members 
Mstep: Class 37 contains 415 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 380 members 
Mstep: Class 40 contains 1145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785832.000000 Penalty: 89247.812500
Iteration 143Q: 41 clusters Score -1.117858e+08 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 105270 members 
Mstep: Class 2 contains 11532 members 
Mstep: Class 3 contains 6952 members 
Mstep: Class 4 contains 114434 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1513 members 
Mstep: Class 7 contains 6882 members 
Mstep: Class 8 contains 9703 members 
Mstep: Class 9 contains 92559 members 
Mstep: Class 10 contains 2501 members 
Mstep: Class 11 contains 103568 members 
Mstep: Class 12 contains 96293 members 
Mstep: Class 13 contains 89045 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3092 members 
Mstep: Class 16 contains 89760 members 
Mstep: Class 17 contains 23402 members 
Mstep: Class 18 contains 14353 members 
Mstep: Class 19 contains 2767 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 7864 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 570 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4725 members 
Mstep: Class 26 contains 21431 members 
Mstep: Class 27 contains 6619 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9432 members 
Mstep: Class 30 contains 35006 members 
Mstep: Class 31 contains 23528 members 
Mstep: Class 32 contains 1980 members 
Mstep: Class 33 contains 273 members 
Mstep: Class 34 contains 2980 members 
Mstep: Class 35 contains 17626 members 
Mstep: Class 36 contains 6480 members 
Mstep: Class 37 contains 415 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 380 members 
Mstep: Class 40 contains 1141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785744.000000 Penalty: 89247.812500
Iteration 144Q: 41 clusters Score -1.117857e+08 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 105307 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 6948 members 
Mstep: Class 4 contains 114452 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1513 members 
Mstep: Class 7 contains 6881 members 
Mstep: Class 8 contains 9704 members 
Mstep: Class 9 contains 92536 members 
Mstep: Class 10 contains 2501 members 
Mstep: Class 11 contains 103521 members 
Mstep: Class 12 contains 96352 members 
Mstep: Class 13 contains 89208 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3095 members 
Mstep: Class 16 contains 89548 members 
Mstep: Class 17 contains 23404 members 
Mstep: Class 18 contains 14353 members 
Mstep: Class 19 contains 2768 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 7867 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 570 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4724 members 
Mstep: Class 26 contains 21425 members 
Mstep: Class 27 contains 6622 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9432 members 
Mstep: Class 30 contains 35000 members 
Mstep: Class 31 contains 23546 members 
Mstep: Class 32 contains 1979 members 
Mstep: Class 33 contains 272 members 
Mstep: Class 34 contains 2985 members 
Mstep: Class 35 contains 17627 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 415 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 380 members 
Mstep: Class 40 contains 1130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785856.000000 Penalty: 89247.812500
Iteration 145Q: 41 clusters Score -1.117859e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 105394 members 
Mstep: Class 2 contains 11526 members 
Mstep: Class 3 contains 6946 members 
Mstep: Class 4 contains 114465 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1513 members 
Mstep: Class 7 contains 6880 members 
Mstep: Class 8 contains 9702 members 
Mstep: Class 9 contains 92504 members 
Mstep: Class 10 contains 2500 members 
Mstep: Class 11 contains 103455 members 
Mstep: Class 12 contains 96414 members 
Mstep: Class 13 contains 89356 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3096 members 
Mstep: Class 16 contains 89331 members 
Mstep: Class 17 contains 23407 members 
Mstep: Class 18 contains 14350 members 
Mstep: Class 19 contains 2768 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 7867 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4723 members 
Mstep: Class 26 contains 21421 members 
Mstep: Class 27 contains 6622 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9435 members 
Mstep: Class 30 contains 34995 members 
Mstep: Class 31 contains 23561 members 
Mstep: Class 32 contains 1978 members 
Mstep: Class 33 contains 270 members 
Mstep: Class 34 contains 2989 members 
Mstep: Class 35 contains 17628 members 
Mstep: Class 36 contains 6482 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 380 members 
Mstep: Class 40 contains 1129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785928.000000 Penalty: 89247.812500
Iteration 146Q: 41 clusters Score -1.117859e+08 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 105429 members 
Mstep: Class 2 contains 11526 members 
Mstep: Class 3 contains 6946 members 
Mstep: Class 4 contains 114450 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6879 members 
Mstep: Class 8 contains 9696 members 
Mstep: Class 9 contains 92482 members 
Mstep: Class 10 contains 2500 members 
Mstep: Class 11 contains 103451 members 
Mstep: Class 12 contains 96468 members 
Mstep: Class 13 contains 89494 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3099 members 
Mstep: Class 16 contains 89122 members 
Mstep: Class 17 contains 23413 members 
Mstep: Class 18 contains 14353 members 
Mstep: Class 19 contains 2769 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 7868 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4722 members 
Mstep: Class 26 contains 21416 members 
Mstep: Class 27 contains 6622 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9437 members 
Mstep: Class 30 contains 34991 members 
Mstep: Class 31 contains 23586 members 
Mstep: Class 32 contains 1978 members 
Mstep: Class 33 contains 270 members 
Mstep: Class 34 contains 2990 members 
Mstep: Class 35 contains 17628 members 
Mstep: Class 36 contains 6480 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 380 members 
Mstep: Class 40 contains 1128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111786072.000000 Penalty: 89247.812500
Iteration 147Q: 41 clusters Score -1.117861e+08 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 105454 members 
Mstep: Class 2 contains 11521 members 
Mstep: Class 3 contains 6946 members 
Mstep: Class 4 contains 114465 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6877 members 
Mstep: Class 8 contains 9694 members 
Mstep: Class 9 contains 92446 members 
Mstep: Class 10 contains 2500 members 
Mstep: Class 11 contains 103479 members 
Mstep: Class 12 contains 96514 members 
Mstep: Class 13 contains 89624 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3100 members 
Mstep: Class 16 contains 88896 members 
Mstep: Class 17 contains 23416 members 
Mstep: Class 18 contains 14357 members 
Mstep: Class 19 contains 2771 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 7869 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4723 members 
Mstep: Class 26 contains 21422 members 
Mstep: Class 27 contains 6621 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9436 members 
Mstep: Class 30 contains 34983 members 
Mstep: Class 31 contains 23603 members 
Mstep: Class 32 contains 1979 members 
Mstep: Class 33 contains 269 members 
Mstep: Class 34 contains 2991 members 
Mstep: Class 35 contains 17628 members 
Mstep: Class 36 contains 6480 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 380 members 
Mstep: Class 40 contains 1127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785968.000000 Penalty: 89247.812500
Iteration 148Q: 41 clusters Score -1.11786e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 105505 members 
Mstep: Class 2 contains 11522 members 
Mstep: Class 3 contains 6950 members 
Mstep: Class 4 contains 114501 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6869 members 
Mstep: Class 8 contains 9695 members 
Mstep: Class 9 contains 92407 members 
Mstep: Class 10 contains 2502 members 
Mstep: Class 11 contains 103482 members 
Mstep: Class 12 contains 96531 members 
Mstep: Class 13 contains 89749 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3101 members 
Mstep: Class 16 contains 88670 members 
Mstep: Class 17 contains 23414 members 
Mstep: Class 18 contains 14364 members 
Mstep: Class 19 contains 2774 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 7870 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4724 members 
Mstep: Class 26 contains 21430 members 
Mstep: Class 27 contains 6621 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9435 members 
Mstep: Class 30 contains 34977 members 
Mstep: Class 31 contains 23623 members 
Mstep: Class 32 contains 1979 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 2991 members 
Mstep: Class 35 contains 17628 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 380 members 
Mstep: Class 40 contains 1127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111786200.000000 Penalty: 89247.812500
Iteration 149Q: 41 clusters Score -1.117862e+08 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 105577 members 
Mstep: Class 2 contains 11525 members 
Mstep: Class 3 contains 6951 members 
Mstep: Class 4 contains 114524 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6870 members 
Mstep: Class 8 contains 9697 members 
Mstep: Class 9 contains 92366 members 
Mstep: Class 10 contains 2504 members 
Mstep: Class 11 contains 103495 members 
Mstep: Class 12 contains 96545 members 
Mstep: Class 13 contains 89882 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3103 members 
Mstep: Class 16 contains 88414 members 
Mstep: Class 17 contains 23409 members 
Mstep: Class 18 contains 14368 members 
Mstep: Class 19 contains 2777 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 7869 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4727 members 
Mstep: Class 26 contains 21433 members 
Mstep: Class 27 contains 6622 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9435 members 
Mstep: Class 30 contains 34978 members 
Mstep: Class 31 contains 23637 members 
Mstep: Class 32 contains 1979 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 2995 members 
Mstep: Class 35 contains 17628 members 
Mstep: Class 36 contains 6485 members 
Mstep: Class 37 contains 423 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 380 members 
Mstep: Class 40 contains 1127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111786360.000000 Penalty: 89247.812500
Iteration 150Q: 41 clusters Score -1.117864e+08 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 105646 members 
Mstep: Class 2 contains 11528 members 
Mstep: Class 3 contains 6957 members 
Mstep: Class 4 contains 114552 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6869 members 
Mstep: Class 8 contains 9696 members 
Mstep: Class 9 contains 92321 members 
Mstep: Class 10 contains 2506 members 
Mstep: Class 11 contains 103504 members 
Mstep: Class 12 contains 96551 members 
Mstep: Class 13 contains 90034 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3104 members 
Mstep: Class 16 contains 88166 members 
Mstep: Class 17 contains 23408 members 
Mstep: Class 18 contains 14372 members 
Mstep: Class 19 contains 2777 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 7868 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4726 members 
Mstep: Class 26 contains 21431 members 
Mstep: Class 27 contains 6626 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9435 members 
Mstep: Class 30 contains 34972 members 
Mstep: Class 31 contains 23656 members 
Mstep: Class 32 contains 1980 members 
Mstep: Class 33 contains 266 members 
Mstep: Class 34 contains 2994 members 
Mstep: Class 35 contains 17628 members 
Mstep: Class 36 contains 6488 members 
Mstep: Class 37 contains 424 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 380 members 
Mstep: Class 40 contains 1127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111786448.000000 Penalty: 89247.812500
Iteration 151Q: 41 clusters Score -1.117864e+08 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 105701 members 
Mstep: Class 2 contains 11526 members 
Mstep: Class 3 contains 6955 members 
Mstep: Class 4 contains 114590 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6869 members 
Mstep: Class 8 contains 9694 members 
Mstep: Class 9 contains 92272 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 103488 members 
Mstep: Class 12 contains 96561 members 
Mstep: Class 13 contains 90205 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3104 members 
Mstep: Class 16 contains 87933 members 
Mstep: Class 17 contains 23404 members 
Mstep: Class 18 contains 14373 members 
Mstep: Class 19 contains 2777 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 7870 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4728 members 
Mstep: Class 26 contains 21440 members 
Mstep: Class 27 contains 6626 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9435 members 
Mstep: Class 30 contains 34969 members 
Mstep: Class 31 contains 23672 members 
Mstep: Class 32 contains 1978 members 
Mstep: Class 33 contains 266 members 
Mstep: Class 34 contains 2997 members 
Mstep: Class 35 contains 17628 members 
Mstep: Class 36 contains 6492 members 
Mstep: Class 37 contains 425 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 380 members 
Mstep: Class 40 contains 1127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111786432.000000 Penalty: 89247.812500
Iteration 152Q: 41 clusters Score -1.117864e+08 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 105767 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 6952 members 
Mstep: Class 4 contains 114643 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6868 members 
Mstep: Class 8 contains 9693 members 
Mstep: Class 9 contains 92194 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 103439 members 
Mstep: Class 12 contains 96576 members 
Mstep: Class 13 contains 90392 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3105 members 
Mstep: Class 16 contains 87721 members 
Mstep: Class 17 contains 23412 members 
Mstep: Class 18 contains 14372 members 
Mstep: Class 19 contains 2777 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 7870 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 570 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4729 members 
Mstep: Class 26 contains 21443 members 
Mstep: Class 27 contains 6627 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9434 members 
Mstep: Class 30 contains 34965 members 
Mstep: Class 31 contains 23685 members 
Mstep: Class 32 contains 1976 members 
Mstep: Class 33 contains 265 members 
Mstep: Class 34 contains 2998 members 
Mstep: Class 35 contains 17627 members 
Mstep: Class 36 contains 6494 members 
Mstep: Class 37 contains 425 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 380 members 
Mstep: Class 40 contains 1127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111786456.000000 Penalty: 89247.812500
Iteration 153Q: 41 clusters Score -1.117865e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 105807 members 
Mstep: Class 2 contains 11538 members 
Mstep: Class 3 contains 6951 members 
Mstep: Class 4 contains 114710 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6871 members 
Mstep: Class 8 contains 9694 members 
Mstep: Class 9 contains 92083 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 103401 members 
Mstep: Class 12 contains 96595 members 
Mstep: Class 13 contains 90612 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3105 members 
Mstep: Class 16 contains 87487 members 
Mstep: Class 17 contains 23424 members 
Mstep: Class 18 contains 14380 members 
Mstep: Class 19 contains 2778 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 7872 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 570 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4728 members 
Mstep: Class 26 contains 21447 members 
Mstep: Class 27 contains 6626 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9435 members 
Mstep: Class 30 contains 34958 members 
Mstep: Class 31 contains 23691 members 
Mstep: Class 32 contains 1975 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2999 members 
Mstep: Class 35 contains 17627 members 
Mstep: Class 36 contains 6494 members 
Mstep: Class 37 contains 424 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 380 members 
Mstep: Class 40 contains 1127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111786608.000000 Penalty: 89247.812500
Iteration 154Q: 41 clusters Score -1.117866e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 105842 members 
Mstep: Class 2 contains 11536 members 
Mstep: Class 3 contains 6953 members 
Mstep: Class 4 contains 114797 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6867 members 
Mstep: Class 8 contains 9693 members 
Mstep: Class 9 contains 91944 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 103367 members 
Mstep: Class 12 contains 96598 members 
Mstep: Class 13 contains 90885 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3110 members 
Mstep: Class 16 contains 87263 members 
Mstep: Class 17 contains 23426 members 
Mstep: Class 18 contains 14381 members 
Mstep: Class 19 contains 2779 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 7872 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 570 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4732 members 
Mstep: Class 26 contains 21440 members 
Mstep: Class 27 contains 6626 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9435 members 
Mstep: Class 30 contains 34955 members 
Mstep: Class 31 contains 23696 members 
Mstep: Class 32 contains 1974 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2998 members 
Mstep: Class 35 contains 17627 members 
Mstep: Class 36 contains 6491 members 
Mstep: Class 37 contains 425 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 380 members 
Mstep: Class 40 contains 1127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111786888.000000 Penalty: 89247.812500
Iteration 155Q: 41 clusters Score -1.117869e+08 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 105864 members 
Mstep: Class 2 contains 11540 members 
Mstep: Class 3 contains 6954 members 
Mstep: Class 4 contains 114899 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6862 members 
Mstep: Class 8 contains 9693 members 
Mstep: Class 9 contains 91832 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 11 contains 103348 members 
Mstep: Class 12 contains 96601 members 
Mstep: Class 13 contains 91117 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3111 members 
Mstep: Class 16 contains 87040 members 
Mstep: Class 17 contains 23428 members 
Mstep: Class 18 contains 14378 members 
Mstep: Class 19 contains 2779 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7873 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 570 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4736 members 
Mstep: Class 26 contains 21424 members 
Mstep: Class 27 contains 6626 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9435 members 
Mstep: Class 30 contains 34948 members 
Mstep: Class 31 contains 23708 members 
Mstep: Class 32 contains 1973 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2998 members 
Mstep: Class 35 contains 17627 members 
Mstep: Class 36 contains 6491 members 
Mstep: Class 37 contains 425 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 380 members 
Mstep: Class 40 contains 1127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111786928.000000 Penalty: 89247.812500
Iteration 156Q: 41 clusters Score -1.117869e+08 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 105885 members 
Mstep: Class 2 contains 11543 members 
Mstep: Class 3 contains 6955 members 
Mstep: Class 4 contains 114988 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6863 members 
Mstep: Class 8 contains 9692 members 
Mstep: Class 9 contains 91713 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 11 contains 103319 members 
Mstep: Class 12 contains 96588 members 
Mstep: Class 13 contains 91352 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3111 members 
Mstep: Class 16 contains 86843 members 
Mstep: Class 17 contains 23421 members 
Mstep: Class 18 contains 14377 members 
Mstep: Class 19 contains 2779 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7875 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 570 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4737 members 
Mstep: Class 26 contains 21424 members 
Mstep: Class 27 contains 6626 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9434 members 
Mstep: Class 30 contains 34944 members 
Mstep: Class 31 contains 23726 members 
Mstep: Class 32 contains 1973 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2999 members 
Mstep: Class 35 contains 17627 members 
Mstep: Class 36 contains 6491 members 
Mstep: Class 37 contains 425 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 380 members 
Mstep: Class 40 contains 1127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111786960.000000 Penalty: 89247.812500
Iteration 157Q: 41 clusters Score -1.11787e+08 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 105926 members 
Mstep: Class 2 contains 11543 members 
Mstep: Class 3 contains 6955 members 
Mstep: Class 4 contains 115082 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6863 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 91536 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 11 contains 103273 members 
Mstep: Class 12 contains 96579 members 
Mstep: Class 13 contains 91629 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3112 members 
Mstep: Class 16 contains 86660 members 
Mstep: Class 17 contains 23413 members 
Mstep: Class 18 contains 14380 members 
Mstep: Class 19 contains 2779 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7871 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 570 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4739 members 
Mstep: Class 26 contains 21426 members 
Mstep: Class 27 contains 6627 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9433 members 
Mstep: Class 30 contains 34940 members 
Mstep: Class 31 contains 23738 members 
Mstep: Class 32 contains 1973 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2997 members 
Mstep: Class 35 contains 17628 members 
Mstep: Class 36 contains 6492 members 
Mstep: Class 37 contains 424 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 380 members 
Mstep: Class 40 contains 1127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111786968.000000 Penalty: 89247.812500
Iteration 158Q: 41 clusters Score -1.11787e+08 nChanged 1221
Entering ConstructFrom: 
Score: -111786968.000000 Penalty: 89247.812500
Entering ConstructFrom: 
Trying to split cluster 1 (105966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105966 members 
Entering Unmasked Estep 
Score: -13276028.000000 Penalty: 1880.266846
	Iteration 0F: 2 clusters Score -1.327603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52767 members 
Mstep: Class 2 contains 53199 members 
Entering Unmasked Estep 
Score: -13208788.000000 Penalty: 3760.533691
	Iteration 0F: 3 clusters Score -1.320879e+07 nChanged 50612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 57067 members 
Entering Unmasked Estep 
Score: -13239071.000000 Penalty: 3760.533691
	Iteration 1F: 3 clusters Score -1.323907e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 59331 members 
Entering Unmasked Estep 
Score: -13240825.000000 Penalty: 3760.533691
	Iteration 2Q: 3 clusters Score -1.324082e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 62684 members 
Entering Unmasked Estep 
Score: -13243496.000000 Penalty: 3760.533691
	Iteration 3F: 3 clusters Score -1.32435e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 67302 members 
Entering Unmasked Estep 
Score: -13247642.000000 Penalty: 3760.533691
	Iteration 4F: 3 clusters Score -1.324764e+07 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 73059 members 
Entering Unmasked Estep 
Score: -13253652.000000 Penalty: 3760.533691
	Iteration 5F: 3 clusters Score -1.325365e+07 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 78859 members 
Entering Unmasked Estep 
Score: -13260548.000000 Penalty: 3760.533691
	Iteration 6F: 3 clusters Score -1.326055e+07 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 83628 members 
Entering Unmasked Estep 
Score: -13266341.000000 Penalty: 3760.533691
	Iteration 7F: 3 clusters Score -1.326634e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 86627 members 
Entering Unmasked Estep 
Score: -13269614.000000 Penalty: 3760.533691
	Iteration 8Q: 3 clusters Score -1.326961e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 88754 members 
Entering Unmasked Estep 
Score: -13271278.000000 Penalty: 3760.533691
	Iteration 9Q: 3 clusters Score -1.327128e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 90559 members 
Entering Unmasked Estep 
Score: -13272456.000000 Penalty: 3760.533691
	Iteration 10Q: 3 clusters Score -1.327246e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 92111 members 
Entering Unmasked Estep 
Score: -13273276.000000 Penalty: 3760.533691
	Iteration 11Q: 3 clusters Score -1.327328e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 93486 members 
Entering Unmasked Estep 
Score: -13273934.000000 Penalty: 3760.533691
	Iteration 12Q: 3 clusters Score -1.327393e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 94774 members 
Entering Unmasked Estep 
Score: -13274545.000000 Penalty: 3760.533691
	Iteration 13Q: 3 clusters Score -1.327454e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 95982 members 
Entering Unmasked Estep 
Score: -13275065.000000 Penalty: 3760.533691
	Iteration 14Q: 3 clusters Score -1.327506e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 97084 members 
Entering Unmasked Estep 
Score: -13275447.000000 Penalty: 3760.533691
	Iteration 15Q: 3 clusters Score -1.327545e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 98068 members 
Entering Unmasked Estep 
Score: -13275719.000000 Penalty: 3760.533691
	Iteration 16Q: 3 clusters Score -1.327572e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 98925 members 
Entering Unmasked Estep 
Score: -13275944.000000 Penalty: 3760.533691
	Iteration 17Q: 3 clusters Score -1.327594e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 99657 members 
Entering Unmasked Estep 
Score: -13276051.000000 Penalty: 3760.533691
	Iteration 18Q: 3 clusters Score -1.327605e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 100260 members 
Entering Unmasked Estep 
Score: -13276082.000000 Penalty: 3760.533691
	Iteration 19Q: 3 clusters Score -1.327608e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 100843 members 
Entering Unmasked Estep 
Score: -13276134.000000 Penalty: 3760.533691
	Iteration 20F: 3 clusters Score -1.327613e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 101375 members 
Entering Unmasked Estep 
Score: -13276131.000000 Penalty: 3760.533691
	Iteration 21Q: 3 clusters Score -1.327613e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 101855 members 
Entering Unmasked Estep 
Score: -13276193.000000 Penalty: 3760.533691
	Iteration 22Q: 3 clusters Score -1.327619e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 102267 members 
Entering Unmasked Estep 
Score: -13276132.000000 Penalty: 3760.533691
	Iteration 23Q: 3 clusters Score -1.327613e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 102614 members 
Entering Unmasked Estep 
Score: -13275996.000000 Penalty: 3760.533691
	Iteration 24Q: 3 clusters Score -1.3276e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 102876 members 
Entering Unmasked Estep 
Score: -13275979.000000 Penalty: 3760.533691
	Iteration 25Q: 3 clusters Score -1.327598e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 103092 members 
Entering Unmasked Estep 
Score: -13275945.000000 Penalty: 3760.533691
	Iteration 26Q: 3 clusters Score -1.327594e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 103281 members 
Entering Unmasked Estep 
Score: -13275942.000000 Penalty: 3760.533691
	Iteration 27Q: 3 clusters Score -1.327594e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 103440 members 
Entering Unmasked Estep 
Score: -13275895.000000 Penalty: 3760.533691
	Iteration 28Q: 3 clusters Score -1.32759e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 103567 members 
Entering Unmasked Estep 
Score: -13275874.000000 Penalty: 3760.533691
	Iteration 29Q: 3 clusters Score -1.327587e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 103674 members 
Entering Unmasked Estep 
Score: -13275842.000000 Penalty: 3760.533691
	Iteration 30Q: 3 clusters Score -1.327584e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 103754 members 
Entering Unmasked Estep 
Score: -13275807.000000 Penalty: 3760.533691
	Iteration 31Q: 3 clusters Score -1.327581e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 103815 members 
Entering Unmasked Estep 
Score: -13275758.000000 Penalty: 3760.533691
	Iteration 32Q: 3 clusters Score -1.327576e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 103871 members 
Entering Unmasked Estep 
Score: -13275735.000000 Penalty: 3760.533691
	Iteration 33Q: 3 clusters Score -1.327574e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 103930 members 
Entering Unmasked Estep 
Score: -13275707.000000 Penalty: 3760.533691
	Iteration 34Q: 3 clusters Score -1.327571e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 103989 members 
Entering Unmasked Estep 
Score: -13275707.000000 Penalty: 3760.533691
	Iteration 35Q: 3 clusters Score -1.327571e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 104048 members 
Entering Unmasked Estep 
Score: -13275705.000000 Penalty: 3760.533691
	Iteration 36Q: 3 clusters Score -1.32757e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 104112 members 
Entering Unmasked Estep 
Score: -13275691.000000 Penalty: 3760.533691
	Iteration 37Q: 3 clusters Score -1.327569e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 104156 members 
Entering Unmasked Estep 
Score: -13275681.000000 Penalty: 3760.533691
	Iteration 38Q: 3 clusters Score -1.327568e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 104196 members 
Entering Unmasked Estep 
Score: -13275667.000000 Penalty: 3760.533691
	Iteration 39Q: 3 clusters Score -1.327567e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 104238 members 
Entering Unmasked Estep 
Score: -13275667.000000 Penalty: 3760.533691
	Iteration 40F: 3 clusters Score -1.327567e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 104278 members 
Entering Unmasked Estep 
Score: -13275660.000000 Penalty: 3760.533691
	Iteration 41Q: 3 clusters Score -1.327566e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 104311 members 
Entering Unmasked Estep 
Score: -13275631.000000 Penalty: 3760.533691
	Iteration 42Q: 3 clusters Score -1.327563e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 104339 members 
Entering Unmasked Estep 
Score: -13275644.000000 Penalty: 3760.533691
	Iteration 43Q: 3 clusters Score -1.327564e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 104363 members 
Entering Unmasked Estep 
Score: -13275627.000000 Penalty: 3760.533691
	Iteration 44Q: 3 clusters Score -1.327563e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 104386 members 
Entering Unmasked Estep 
Score: -13275597.000000 Penalty: 3760.533691
	Iteration 45Q: 3 clusters Score -1.32756e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 104402 members 
Entering Unmasked Estep 
Score: -13275583.000000 Penalty: 3760.533691
	Iteration 46Q: 3 clusters Score -1.327558e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 104411 members 
Entering Unmasked Estep 
Score: -13275584.000000 Penalty: 3760.533691
	Iteration 47Q: 3 clusters Score -1.327558e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 104421 members 
Entering Unmasked Estep 
Score: -13275586.000000 Penalty: 3760.533691
	Iteration 48Q: 3 clusters Score -1.327559e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 104426 members 
Entering Unmasked Estep 
Score: -13275593.000000 Penalty: 3760.533691
	Iteration 49Q: 3 clusters Score -1.327559e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 104434 members 
Entering Unmasked Estep 
Score: -13275593.000000 Penalty: 3760.533691
	Iteration 50Q: 3 clusters Score -1.327559e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 104439 members 
Entering Unmasked Estep 
Score: -13275600.000000 Penalty: 3760.533691
	Iteration 51Q: 3 clusters Score -1.32756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 104443 members 
Entering Unmasked Estep 
Score: -13275605.000000 Penalty: 3760.533691
	Iteration 52Q: 3 clusters Score -1.32756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 104448 members 
Entering Unmasked Estep 
Score: -13275597.000000 Penalty: 3760.533691
	Iteration 53Q: 3 clusters Score -1.32756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 104450 members 
Entering Unmasked Estep 
Score: -13275579.000000 Penalty: 3760.533691
	Iteration 54Q: 3 clusters Score -1.327558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 104454 members 
Entering Unmasked Estep 
Score: -13275585.000000 Penalty: 3760.533691
	Iteration 55Q: 3 clusters Score -1.327558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 104459 members 
Entering Unmasked Estep 
Score: -13275581.000000 Penalty: 3760.533691
	Iteration 56Q: 3 clusters Score -1.327558e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 104467 members 
Entering Unmasked Estep 
Score: -13275568.000000 Penalty: 3760.533691
	Iteration 57Q: 3 clusters Score -1.327557e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 104480 members 
Entering Unmasked Estep 
Score: -13275564.000000 Penalty: 3760.533691
	Iteration 58Q: 3 clusters Score -1.327556e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 104490 members 
Entering Unmasked Estep 
Score: -13275550.000000 Penalty: 3760.533691
	Iteration 59Q: 3 clusters Score -1.327555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 104494 members 
Entering Unmasked Estep 
Score: -13275563.000000 Penalty: 3760.533691
	Iteration 60F: 3 clusters Score -1.327556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 104495 members 
Entering Unmasked Estep 
Score: -13275556.000000 Penalty: 3760.533691
	Iteration 61Q: 3 clusters Score -1.327556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 104496 members 
Entering Unmasked Estep 
Score: -13275562.000000 Penalty: 3760.533691
	Iteration 62Q: 3 clusters Score -1.327556e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 104496 members 
Entering Unmasked Estep 
Score: -13275562.000000 Penalty: 3760.533691
	Iteration 63F: 3 clusters Score -1.327556e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Entering Unmasked Estep 
Score: -1343112.375000 Penalty: 1519.984131
	Iteration 0F: 2 clusters Score -1343112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1334895.875000 Penalty: 3039.968262
	Iteration 0F: 3 clusters Score -1334896 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1337910.500000 Penalty: 3039.968262
	Iteration 1F: 3 clusters Score -1337910 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1338536.000000 Penalty: 3039.968262
	Iteration 2F: 3 clusters Score -1338536 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1339257.250000 Penalty: 3039.968262
	Iteration 3F: 3 clusters Score -1339257 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1340056.750000 Penalty: 3039.968262
	Iteration 4F: 3 clusters Score -1340057 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1340805.500000 Penalty: 3039.968262
	Iteration 5F: 3 clusters Score -1340806 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1341351.625000 Penalty: 3039.968262
	Iteration 6F: 3 clusters Score -1341352 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1341728.625000 Penalty: 3039.968262
	Iteration 7Q: 3 clusters Score -1341729 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1341960.375000 Penalty: 3039.968262
	Iteration 8Q: 3 clusters Score -1341960 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1342148.250000 Penalty: 3039.968262
	Iteration 9Q: 3 clusters Score -1342148 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1342283.625000 Penalty: 3039.968262
	Iteration 10Q: 3 clusters Score -1342284 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1342390.875000 Penalty: 3039.968262
	Iteration 11Q: 3 clusters Score -1342391 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1342472.375000 Penalty: 3039.968262
	Iteration 12Q: 3 clusters Score -1342472 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1342538.500000 Penalty: 3039.968262
	Iteration 13Q: 3 clusters Score -1342538 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1342584.500000 Penalty: 3039.968262
	Iteration 14Q: 3 clusters Score -1342584 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1342610.875000 Penalty: 3039.968262
	Iteration 15Q: 3 clusters Score -1342611 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1342631.250000 Penalty: 3039.968262
	Iteration 16Q: 3 clusters Score -1342631 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1342648.250000 Penalty: 3039.968262
	Iteration 17Q: 3 clusters Score -1342648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1342654.625000 Penalty: 3039.968262
	Iteration 18Q: 3 clusters Score -1342655 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1342661.250000 Penalty: 3039.968262
	Iteration 19Q: 3 clusters Score -1342661 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1342670.250000 Penalty: 3039.968262
	Iteration 20F: 3 clusters Score -1342670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1342676.250000 Penalty: 3039.968262
	Iteration 21Q: 3 clusters Score -1342676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1342680.250000 Penalty: 3039.968262
	Iteration 22Q: 3 clusters Score -1342680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1342685.625000 Penalty: 3039.968262
	Iteration 23Q: 3 clusters Score -1342686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1342686.500000 Penalty: 3039.968262
	Iteration 24Q: 3 clusters Score -1342686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1342687.750000 Penalty: 3039.968262
	Iteration 25Q: 3 clusters Score -1342688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1342692.875000 Penalty: 3039.968262
	Iteration 26Q: 3 clusters Score -1342693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1342694.000000 Penalty: 3039.968262
	Iteration 27Q: 3 clusters Score -1342694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1342696.625000 Penalty: 3039.968262
	Iteration 28Q: 3 clusters Score -1342697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1342695.625000 Penalty: 3039.968262
	Iteration 29Q: 3 clusters Score -1342696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1342697.875000 Penalty: 3039.968262
	Iteration 30Q: 3 clusters Score -1342698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1342699.125000 Penalty: 3039.968262
	Iteration 31Q: 3 clusters Score -1342699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1342701.375000 Penalty: 3039.968262
	Iteration 32Q: 3 clusters Score -1342701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1342700.750000 Penalty: 3039.968262
	Iteration 33Q: 3 clusters Score -1342701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1342702.000000 Penalty: 3039.968262
	Iteration 34Q: 3 clusters Score -1342702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1342702.625000 Penalty: 3039.968262
	Iteration 35Q: 3 clusters Score -1342703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1342702.625000 Penalty: 3039.968262
	Iteration 36Q: 3 clusters Score -1342703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1342702.875000 Penalty: 3039.968262
	Iteration 37Q: 3 clusters Score -1342703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1342701.750000 Penalty: 3039.968262
	Iteration 38Q: 3 clusters Score -1342702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1342705.250000 Penalty: 3039.968262
	Iteration 39Q: 3 clusters Score -1342705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1342707.375000 Penalty: 3039.968262
	Iteration 40F: 3 clusters Score -1342707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1342708.500000 Penalty: 3039.968262
	Iteration 41Q: 3 clusters Score -1342708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1342708.500000 Penalty: 3039.968262
	Iteration 42F: 3 clusters Score -1342708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Entering Unmasked Estep 
Score: -829959.187500 Penalty: 1437.765991
	Iteration 0F: 2 clusters Score -829959.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -824768.062500 Penalty: 2875.531982
	Iteration 0F: 3 clusters Score -824768.1 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -826422.875000 Penalty: 2875.531982
	Iteration 1F: 3 clusters Score -826422.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -826685.062500 Penalty: 2875.531982
	Iteration 2F: 3 clusters Score -826685.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -826885.000000 Penalty: 2875.531982
	Iteration 3F: 3 clusters Score -826885 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -827087.375000 Penalty: 2875.531982
	Iteration 4F: 3 clusters Score -827087.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -827263.062500 Penalty: 2875.531982
	Iteration 5Q: 3 clusters Score -827263.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -827440.562500 Penalty: 2875.531982
	Iteration 6Q: 3 clusters Score -827440.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -827617.812500 Penalty: 2875.531982
	Iteration 7Q: 3 clusters Score -827617.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -827756.375000 Penalty: 2875.531982
	Iteration 8Q: 3 clusters Score -827756.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -827856.937500 Penalty: 2875.531982
	Iteration 9Q: 3 clusters Score -827856.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -827952.000000 Penalty: 2875.531982
	Iteration 10Q: 3 clusters Score -827952 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -828020.937500 Penalty: 2875.531982
	Iteration 11Q: 3 clusters Score -828020.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -828072.000000 Penalty: 2875.531982
	Iteration 12Q: 3 clusters Score -828072 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -828117.875000 Penalty: 2875.531982
	Iteration 13Q: 3 clusters Score -828117.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -828164.687500 Penalty: 2875.531982
	Iteration 14Q: 3 clusters Score -828164.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -828199.062500 Penalty: 2875.531982
	Iteration 15Q: 3 clusters Score -828199.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -828238.312500 Penalty: 2875.531982
	Iteration 16Q: 3 clusters Score -828238.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -828270.125000 Penalty: 2875.531982
	Iteration 17Q: 3 clusters Score -828270.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -828305.437500 Penalty: 2875.531982
	Iteration 18Q: 3 clusters Score -828305.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -828340.062500 Penalty: 2875.531982
	Iteration 19Q: 3 clusters Score -828340.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -828371.812500 Penalty: 2875.531982
	Iteration 20F: 3 clusters Score -828371.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -828396.125000 Penalty: 2875.531982
	Iteration 21Q: 3 clusters Score -828396.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -828419.187500 Penalty: 2875.531982
	Iteration 22Q: 3 clusters Score -828419.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -828441.250000 Penalty: 2875.531982
	Iteration 23Q: 3 clusters Score -828441.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -828467.937500 Penalty: 2875.531982
	Iteration 24Q: 3 clusters Score -828467.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -828497.375000 Penalty: 2875.531982
	Iteration 25Q: 3 clusters Score -828497.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -828524.625000 Penalty: 2875.531982
	Iteration 26Q: 3 clusters Score -828524.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -828546.000000 Penalty: 2875.531982
	Iteration 27Q: 3 clusters Score -828546 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -828571.125000 Penalty: 2875.531982
	Iteration 28Q: 3 clusters Score -828571.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -828590.250000 Penalty: 2875.531982
	Iteration 29Q: 3 clusters Score -828590.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -828604.000000 Penalty: 2875.531982
	Iteration 30Q: 3 clusters Score -828604 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -828621.437500 Penalty: 2875.531982
	Iteration 31Q: 3 clusters Score -828621.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -828635.937500 Penalty: 2875.531982
	Iteration 32Q: 3 clusters Score -828635.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -828645.437500 Penalty: 2875.531982
	Iteration 33Q: 3 clusters Score -828645.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -828656.562500 Penalty: 2875.531982
	Iteration 34Q: 3 clusters Score -828656.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -828671.500000 Penalty: 2875.531982
	Iteration 35Q: 3 clusters Score -828671.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -828682.625000 Penalty: 2875.531982
	Iteration 36Q: 3 clusters Score -828682.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -828689.375000 Penalty: 2875.531982
	Iteration 37Q: 3 clusters Score -828689.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -828695.312500 Penalty: 2875.531982
	Iteration 38Q: 3 clusters Score -828695.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -828698.875000 Penalty: 2875.531982
	Iteration 39Q: 3 clusters Score -828698.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -828702.437500 Penalty: 2875.531982
	Iteration 40F: 3 clusters Score -828702.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -828710.812500 Penalty: 2875.531982
	Iteration 41Q: 3 clusters Score -828710.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -828719.125000 Penalty: 2875.531982
	Iteration 42Q: 3 clusters Score -828719.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -828723.812500 Penalty: 2875.531982
	Iteration 43Q: 3 clusters Score -828723.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -828728.625000 Penalty: 2875.531982
	Iteration 44Q: 3 clusters Score -828728.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -828732.500000 Penalty: 2875.531982
	Iteration 45Q: 3 clusters Score -828732.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -828734.187500 Penalty: 2875.531982
	Iteration 46Q: 3 clusters Score -828734.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -828735.187500 Penalty: 2875.531982
	Iteration 47Q: 3 clusters Score -828735.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -828739.062500 Penalty: 2875.531982
	Iteration 48Q: 3 clusters Score -828739.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -828744.750000 Penalty: 2875.531982
	Iteration 49Q: 3 clusters Score -828744.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -828751.937500 Penalty: 2875.531982
	Iteration 50Q: 3 clusters Score -828751.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -828761.000000 Penalty: 2875.531982
	Iteration 51Q: 3 clusters Score -828761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -828762.812500 Penalty: 2875.531982
	Iteration 52Q: 3 clusters Score -828762.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -828765.500000 Penalty: 2875.531982
	Iteration 53Q: 3 clusters Score -828765.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -828766.500000 Penalty: 2875.531982
	Iteration 54Q: 3 clusters Score -828766.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -828767.562500 Penalty: 2875.531982
	Iteration 55Q: 3 clusters Score -828767.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -828766.500000 Penalty: 2875.531982
	Iteration 56Q: 3 clusters Score -828766.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -828767.875000 Penalty: 2875.531982
	Iteration 57Q: 3 clusters Score -828767.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -828768.187500 Penalty: 2875.531982
	Iteration 58Q: 3 clusters Score -828768.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -828769.937500 Penalty: 2875.531982
	Iteration 59Q: 3 clusters Score -828769.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -828773.125000 Penalty: 2875.531982
	Iteration 60F: 3 clusters Score -828773.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -828773.812500 Penalty: 2875.531982
	Iteration 61Q: 3 clusters Score -828773.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -828775.250000 Penalty: 2875.531982
	Iteration 62Q: 3 clusters Score -828775.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -828779.312500 Penalty: 2875.531982
	Iteration 63Q: 3 clusters Score -828779.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -828779.500000 Penalty: 2875.531982
	Iteration 64Q: 3 clusters Score -828779.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -828782.500000 Penalty: 2875.531982
	Iteration 65Q: 3 clusters Score -828782.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -828782.000000 Penalty: 2875.531982
	Iteration 66Q: 3 clusters Score -828782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -828782.000000 Penalty: 2875.531982
	Iteration 67F: 3 clusters Score -828782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (115125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115125 members 
Entering Unmasked Estep 
Score: -14281197.000000 Penalty: 1893.738159
	Iteration 0F: 2 clusters Score -1.42812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57584 members 
Mstep: Class 2 contains 57541 members 
Entering Unmasked Estep 
Score: -14208710.000000 Penalty: 3787.476318
	Iteration 0F: 3 clusters Score -1.420871e+07 nChanged 55246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57662 members 
Mstep: Class 2 contains 57463 members 
Entering Unmasked Estep 
Score: -14240832.000000 Penalty: 3787.476318
	Iteration 1F: 3 clusters Score -1.424083e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57522 members 
Mstep: Class 2 contains 57603 members 
Entering Unmasked Estep 
Score: -14241682.000000 Penalty: 3787.476318
	Iteration 2Q: 3 clusters Score -1.424168e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57319 members 
Mstep: Class 2 contains 57806 members 
Entering Unmasked Estep 
Score: -14242638.000000 Penalty: 3787.476318
	Iteration 3Q: 3 clusters Score -1.424264e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56946 members 
Mstep: Class 2 contains 58179 members 
Entering Unmasked Estep 
Score: -14243780.000000 Penalty: 3787.476318
	Iteration 4Q: 3 clusters Score -1.424378e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56363 members 
Mstep: Class 2 contains 58762 members 
Entering Unmasked Estep 
Score: -14245467.000000 Penalty: 3787.476318
	Iteration 5Q: 3 clusters Score -1.424547e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55560 members 
Mstep: Class 2 contains 59565 members 
Entering Unmasked Estep 
Score: -14248215.000000 Penalty: 3787.476318
	Iteration 6Q: 3 clusters Score -1.424822e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54469 members 
Mstep: Class 2 contains 60656 members 
Entering Unmasked Estep 
Score: -14252385.000000 Penalty: 3787.476318
	Iteration 7F: 3 clusters Score -1.425238e+07 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53260 members 
Mstep: Class 2 contains 61865 members 
Entering Unmasked Estep 
Score: -14258070.000000 Penalty: 3787.476318
	Iteration 8F: 3 clusters Score -1.425807e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52095 members 
Mstep: Class 2 contains 63030 members 
Entering Unmasked Estep 
Score: -14262451.000000 Penalty: 3787.476318
	Iteration 9F: 3 clusters Score -1.426245e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51012 members 
Mstep: Class 2 contains 64113 members 
Entering Unmasked Estep 
Score: -14264406.000000 Penalty: 3787.476318
	Iteration 10Q: 3 clusters Score -1.426441e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50075 members 
Mstep: Class 2 contains 65050 members 
Entering Unmasked Estep 
Score: -14264953.000000 Penalty: 3787.476318
	Iteration 11Q: 3 clusters Score -1.426495e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49117 members 
Mstep: Class 2 contains 66008 members 
Entering Unmasked Estep 
Score: -14265268.000000 Penalty: 3787.476318
	Iteration 12Q: 3 clusters Score -1.426527e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48195 members 
Mstep: Class 2 contains 66930 members 
Entering Unmasked Estep 
Score: -14265440.000000 Penalty: 3787.476318
	Iteration 13Q: 3 clusters Score -1.426544e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47248 members 
Mstep: Class 2 contains 67877 members 
Entering Unmasked Estep 
Score: -14265678.000000 Penalty: 3787.476318
	Iteration 14Q: 3 clusters Score -1.426568e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 68903 members 
Entering Unmasked Estep 
Score: -14265921.000000 Penalty: 3787.476318
	Iteration 15Q: 3 clusters Score -1.426592e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 69940 members 
Entering Unmasked Estep 
Score: -14266198.000000 Penalty: 3787.476318
	Iteration 16Q: 3 clusters Score -1.42662e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 70984 members 
Entering Unmasked Estep 
Score: -14266429.000000 Penalty: 3787.476318
	Iteration 17Q: 3 clusters Score -1.426643e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 72065 members 
Entering Unmasked Estep 
Score: -14266702.000000 Penalty: 3787.476318
	Iteration 18Q: 3 clusters Score -1.42667e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 73276 members 
Entering Unmasked Estep 
Score: -14266906.000000 Penalty: 3787.476318
	Iteration 19Q: 3 clusters Score -1.426691e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 74656 members 
Entering Unmasked Estep 
Score: -14267268.000000 Penalty: 3787.476318
	Iteration 20F: 3 clusters Score -1.426727e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 76115 members 
Entering Unmasked Estep 
Score: -14267551.000000 Penalty: 3787.476318
	Iteration 21Q: 3 clusters Score -1.426755e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 77863 members 
Entering Unmasked Estep 
Score: -14268018.000000 Penalty: 3787.476318
	Iteration 22Q: 3 clusters Score -1.426802e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 79763 members 
Entering Unmasked Estep 
Score: -14268490.000000 Penalty: 3787.476318
	Iteration 23Q: 3 clusters Score -1.426849e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 81742 members 
Entering Unmasked Estep 
Score: -14268966.000000 Penalty: 3787.476318
	Iteration 24Q: 3 clusters Score -1.426897e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 83769 members 
Entering Unmasked Estep 
Score: -14269522.000000 Penalty: 3787.476318
	Iteration 25Q: 3 clusters Score -1.426952e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 85977 members 
Entering Unmasked Estep 
Score: -14270177.000000 Penalty: 3787.476318
	Iteration 26Q: 3 clusters Score -1.427018e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 88341 members 
Entering Unmasked Estep 
Score: -14271126.000000 Penalty: 3787.476318
	Iteration 27Q: 3 clusters Score -1.427113e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 90813 members 
Entering Unmasked Estep 
Score: -14272048.000000 Penalty: 3787.476318
	Iteration 28Q: 3 clusters Score -1.427205e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 93309 members 
Entering Unmasked Estep 
Score: -14273074.000000 Penalty: 3787.476318
	Iteration 29Q: 3 clusters Score -1.427307e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 95602 members 
Entering Unmasked Estep 
Score: -14273873.000000 Penalty: 3787.476318
	Iteration 30Q: 3 clusters Score -1.427387e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 97885 members 
Entering Unmasked Estep 
Score: -14274834.000000 Penalty: 3787.476318
	Iteration 31Q: 3 clusters Score -1.427483e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 100013 members 
Entering Unmasked Estep 
Score: -14275584.000000 Penalty: 3787.476318
	Iteration 32Q: 3 clusters Score -1.427558e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 101991 members 
Entering Unmasked Estep 
Score: -14276244.000000 Penalty: 3787.476318
	Iteration 33Q: 3 clusters Score -1.427624e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 103821 members 
Entering Unmasked Estep 
Score: -14276786.000000 Penalty: 3787.476318
	Iteration 34Q: 3 clusters Score -1.427679e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 105466 members 
Entering Unmasked Estep 
Score: -14277215.000000 Penalty: 3787.476318
	Iteration 35Q: 3 clusters Score -1.427722e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 106948 members 
Entering Unmasked Estep 
Score: -14277537.000000 Penalty: 3787.476318
	Iteration 36Q: 3 clusters Score -1.427754e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 108269 members 
Entering Unmasked Estep 
Score: -14277873.000000 Penalty: 3787.476318
	Iteration 37Q: 3 clusters Score -1.427787e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 109385 members 
Entering Unmasked Estep 
Score: -14278286.000000 Penalty: 3787.476318
	Iteration 38Q: 3 clusters Score -1.427829e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 110337 members 
Entering Unmasked Estep 
Score: -14278528.000000 Penalty: 3787.476318
	Iteration 39Q: 3 clusters Score -1.427853e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 111106 members 
Entering Unmasked Estep 
Score: -14278823.000000 Penalty: 3787.476318
	Iteration 40F: 3 clusters Score -1.427882e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 111711 members 
Entering Unmasked Estep 
Score: -14279002.000000 Penalty: 3787.476318
	Iteration 41Q: 3 clusters Score -1.4279e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 112190 members 
Entering Unmasked Estep 
Score: -14279137.000000 Penalty: 3787.476318
	Iteration 42Q: 3 clusters Score -1.427914e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 112575 members 
Entering Unmasked Estep 
Score: -14279193.000000 Penalty: 3787.476318
	Iteration 43Q: 3 clusters Score -1.427919e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 112891 members 
Entering Unmasked Estep 
Score: -14279250.000000 Penalty: 3787.476318
	Iteration 44Q: 3 clusters Score -1.427925e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 113140 members 
Entering Unmasked Estep 
Score: -14279319.000000 Penalty: 3787.476318
	Iteration 45Q: 3 clusters Score -1.427932e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 113339 members 
Entering Unmasked Estep 
Score: -14279394.000000 Penalty: 3787.476318
	Iteration 46Q: 3 clusters Score -1.427939e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 113508 members 
Entering Unmasked Estep 
Score: -14279395.000000 Penalty: 3787.476318
	Iteration 47Q: 3 clusters Score -1.42794e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 113627 members 
Entering Unmasked Estep 
Score: -14279431.000000 Penalty: 3787.476318
	Iteration 48Q: 3 clusters Score -1.427943e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 113723 members 
Entering Unmasked Estep 
Score: -14279493.000000 Penalty: 3787.476318
	Iteration 49Q: 3 clusters Score -1.427949e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 113809 members 
Entering Unmasked Estep 
Score: -14279548.000000 Penalty: 3787.476318
	Iteration 50Q: 3 clusters Score -1.427955e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 113876 members 
Entering Unmasked Estep 
Score: -14279572.000000 Penalty: 3787.476318
	Iteration 51Q: 3 clusters Score -1.427957e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 113951 members 
Entering Unmasked Estep 
Score: -14279561.000000 Penalty: 3787.476318
	Iteration 52Q: 3 clusters Score -1.427956e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 114010 members 
Entering Unmasked Estep 
Score: -14279581.000000 Penalty: 3787.476318
	Iteration 53Q: 3 clusters Score -1.427958e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 114063 members 
Entering Unmasked Estep 
Score: -14279605.000000 Penalty: 3787.476318
	Iteration 54Q: 3 clusters Score -1.42796e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 114106 members 
Entering Unmasked Estep 
Score: -14279633.000000 Penalty: 3787.476318
	Iteration 55Q: 3 clusters Score -1.427963e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 114134 members 
Entering Unmasked Estep 
Score: -14279634.000000 Penalty: 3787.476318
	Iteration 56Q: 3 clusters Score -1.427963e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 114157 members 
Entering Unmasked Estep 
Score: -14279658.000000 Penalty: 3787.476318
	Iteration 57Q: 3 clusters Score -1.427966e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 114185 members 
Entering Unmasked Estep 
Score: -14279686.000000 Penalty: 3787.476318
	Iteration 58Q: 3 clusters Score -1.427969e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 114215 members 
Entering Unmasked Estep 
Score: -14279679.000000 Penalty: 3787.476318
	Iteration 59Q: 3 clusters Score -1.427968e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 114239 members 
Entering Unmasked Estep 
Score: -14279677.000000 Penalty: 3787.476318
	Iteration 60F: 3 clusters Score -1.427968e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 114266 members 
Entering Unmasked Estep 
Score: -14279698.000000 Penalty: 3787.476318
	Iteration 61Q: 3 clusters Score -1.42797e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 114285 members 
Entering Unmasked Estep 
Score: -14279702.000000 Penalty: 3787.476318
	Iteration 62Q: 3 clusters Score -1.42797e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 114316 members 
Entering Unmasked Estep 
Score: -14279697.000000 Penalty: 3787.476318
	Iteration 63Q: 3 clusters Score -1.42797e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 114339 members 
Entering Unmasked Estep 
Score: -14279689.000000 Penalty: 3787.476318
	Iteration 64Q: 3 clusters Score -1.427969e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 114350 members 
Entering Unmasked Estep 
Score: -14279693.000000 Penalty: 3787.476318
	Iteration 65Q: 3 clusters Score -1.427969e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 114363 members 
Entering Unmasked Estep 
Score: -14279687.000000 Penalty: 3787.476318
	Iteration 66Q: 3 clusters Score -1.427969e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 114372 members 
Entering Unmasked Estep 
Score: -14279683.000000 Penalty: 3787.476318
	Iteration 67Q: 3 clusters Score -1.427968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 114377 members 
Entering Unmasked Estep 
Score: -14279692.000000 Penalty: 3787.476318
	Iteration 68Q: 3 clusters Score -1.427969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 114379 members 
Entering Unmasked Estep 
Score: -14279689.000000 Penalty: 3787.476318
	Iteration 69Q: 3 clusters Score -1.427969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 114380 members 
Entering Unmasked Estep 
Score: -14279683.000000 Penalty: 3787.476318
	Iteration 70Q: 3 clusters Score -1.427968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 114383 members 
Entering Unmasked Estep 
Score: -14279690.000000 Penalty: 3787.476318
	Iteration 71Q: 3 clusters Score -1.427969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 114385 members 
Entering Unmasked Estep 
Score: -14279680.000000 Penalty: 3787.476318
	Iteration 72Q: 3 clusters Score -1.427968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 114388 members 
Entering Unmasked Estep 
Score: -14279690.000000 Penalty: 3787.476318
	Iteration 73Q: 3 clusters Score -1.427969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 114390 members 
Entering Unmasked Estep 
Score: -14279695.000000 Penalty: 3787.476318
	Iteration 74Q: 3 clusters Score -1.42797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 114391 members 
Entering Unmasked Estep 
Score: -14279700.000000 Penalty: 3787.476318
	Iteration 75Q: 3 clusters Score -1.42797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 114392 members 
Entering Unmasked Estep 
Score: -14279697.000000 Penalty: 3787.476318
	Iteration 76Q: 3 clusters Score -1.42797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 114393 members 
Entering Unmasked Estep 
Score: -14279692.000000 Penalty: 3787.476318
	Iteration 77Q: 3 clusters Score -1.427969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 114394 members 
Entering Unmasked Estep 
Score: -14279692.000000 Penalty: 3787.476318
	Iteration 78Q: 3 clusters Score -1.427969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 114395 members 
Entering Unmasked Estep 
Score: -14279687.000000 Penalty: 3787.476318
	Iteration 79Q: 3 clusters Score -1.427969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 114395 members 
Entering Unmasked Estep 
Score: -14279687.000000 Penalty: 3787.476318
	Iteration 80F: 3 clusters Score -1.427969e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Entering Unmasked Estep 
Score: -118254.015625 Penalty: 1139.615112
	Iteration 0F: 2 clusters Score -118254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -116789.203125 Penalty: 2279.230225
	Iteration 0F: 3 clusters Score -116789.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -117160.351562 Penalty: 2279.230225
	Iteration 1F: 3 clusters Score -117160.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -117323.578125 Penalty: 2279.230225
	Iteration 2F: 3 clusters Score -117323.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -117447.656250 Penalty: 2279.230225
	Iteration 3F: 3 clusters Score -117447.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -117547.406250 Penalty: 2279.230225
	Iteration 4F: 3 clusters Score -117547.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -117634.125000 Penalty: 2279.230225
	Iteration 5F: 3 clusters Score -117634.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -117700.492188 Penalty: 2279.230225
	Iteration 6Q: 3 clusters Score -117700.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -117765.992188 Penalty: 2279.230225
	Iteration 7Q: 3 clusters Score -117766 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -117816.742188 Penalty: 2279.230225
	Iteration 8Q: 3 clusters Score -117816.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -117855.203125 Penalty: 2279.230225
	Iteration 9Q: 3 clusters Score -117855.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -117870.445312 Penalty: 2279.230225
	Iteration 10Q: 3 clusters Score -117870.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -117881.609375 Penalty: 2279.230225
	Iteration 11Q: 3 clusters Score -117881.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -117887.562500 Penalty: 2279.230225
	Iteration 12Q: 3 clusters Score -117887.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -117894.445312 Penalty: 2279.230225
	Iteration 13Q: 3 clusters Score -117894.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -117899.039062 Penalty: 2279.230225
	Iteration 14Q: 3 clusters Score -117899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -117902.890625 Penalty: 2279.230225
	Iteration 15Q: 3 clusters Score -117902.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -117909.523438 Penalty: 2279.230225
	Iteration 16Q: 3 clusters Score -117909.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -117921.820312 Penalty: 2279.230225
	Iteration 17Q: 3 clusters Score -117921.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -117929.781250 Penalty: 2279.230225
	Iteration 18Q: 3 clusters Score -117929.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -117941.648438 Penalty: 2279.230225
	Iteration 19Q: 3 clusters Score -117941.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -117948.468750 Penalty: 2279.230225
	Iteration 20F: 3 clusters Score -117948.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -117950.015625 Penalty: 2279.230225
	Iteration 21Q: 3 clusters Score -117950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -117950.015625 Penalty: 2279.230225
	Iteration 22F: 3 clusters Score -117950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Entering Unmasked Estep 
Score: -168242.843750 Penalty: 1189.907959
	Iteration 0F: 2 clusters Score -168242.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -166465.515625 Penalty: 2379.815918
	Iteration 0F: 3 clusters Score -166465.5 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -166971.656250 Penalty: 2379.815918
	Iteration 1F: 3 clusters Score -166971.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -167194.640625 Penalty: 2379.815918
	Iteration 2F: 3 clusters Score -167194.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -167370.375000 Penalty: 2379.815918
	Iteration 3F: 3 clusters Score -167370.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -167480.921875 Penalty: 2379.815918
	Iteration 4F: 3 clusters Score -167480.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -167554.640625 Penalty: 2379.815918
	Iteration 5Q: 3 clusters Score -167554.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -167638.125000 Penalty: 2379.815918
	Iteration 6Q: 3 clusters Score -167638.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -167733.437500 Penalty: 2379.815918
	Iteration 7Q: 3 clusters Score -167733.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -167832.593750 Penalty: 2379.815918
	Iteration 8Q: 3 clusters Score -167832.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -167925.015625 Penalty: 2379.815918
	Iteration 9Q: 3 clusters Score -167925 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -167998.515625 Penalty: 2379.815918
	Iteration 10Q: 3 clusters Score -167998.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -168069.734375 Penalty: 2379.815918
	Iteration 11Q: 3 clusters Score -168069.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -168112.296875 Penalty: 2379.815918
	Iteration 12Q: 3 clusters Score -168112.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -168145.015625 Penalty: 2379.815918
	Iteration 13Q: 3 clusters Score -168145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -168155.125000 Penalty: 2379.815918
	Iteration 14Q: 3 clusters Score -168155.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -168161.531250 Penalty: 2379.815918
	Iteration 15Q: 3 clusters Score -168161.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -168165.093750 Penalty: 2379.815918
	Iteration 16Q: 3 clusters Score -168165.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -168170.359375 Penalty: 2379.815918
	Iteration 17Q: 3 clusters Score -168170.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -168174.328125 Penalty: 2379.815918
	Iteration 18Q: 3 clusters Score -168174.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -168177.093750 Penalty: 2379.815918
	Iteration 19Q: 3 clusters Score -168177.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -168183.281250 Penalty: 2379.815918
	Iteration 20F: 3 clusters Score -168183.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -168189.046875 Penalty: 2379.815918
	Iteration 21Q: 3 clusters Score -168189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -168191.843750 Penalty: 2379.815918
	Iteration 22Q: 3 clusters Score -168191.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -168194.453125 Penalty: 2379.815918
	Iteration 23Q: 3 clusters Score -168194.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -168194.453125 Penalty: 2379.815918
	Iteration 24F: 3 clusters Score -168194.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Entering Unmasked Estep 
Score: -820965.750000 Penalty: 1435.485107
	Iteration 0F: 2 clusters Score -820965.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -815776.500000 Penalty: 2870.970215
	Iteration 0F: 3 clusters Score -815776.5 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -817442.000000 Penalty: 2870.970215
	Iteration 1F: 3 clusters Score -817442 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -817712.875000 Penalty: 2870.970215
	Iteration 2F: 3 clusters Score -817712.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -817910.312500 Penalty: 2870.970215
	Iteration 3F: 3 clusters Score -817910.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -818052.500000 Penalty: 2870.970215
	Iteration 4Q: 3 clusters Score -818052.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -818174.562500 Penalty: 2870.970215
	Iteration 5Q: 3 clusters Score -818174.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -818306.937500 Penalty: 2870.970215
	Iteration 6Q: 3 clusters Score -818306.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -818412.625000 Penalty: 2870.970215
	Iteration 7Q: 3 clusters Score -818412.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -818518.875000 Penalty: 2870.970215
	Iteration 8Q: 3 clusters Score -818518.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -818650.750000 Penalty: 2870.970215
	Iteration 9Q: 3 clusters Score -818650.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -818765.750000 Penalty: 2870.970215
	Iteration 10Q: 3 clusters Score -818765.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -818881.625000 Penalty: 2870.970215
	Iteration 11Q: 3 clusters Score -818881.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -819007.437500 Penalty: 2870.970215
	Iteration 12Q: 3 clusters Score -819007.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -819139.750000 Penalty: 2870.970215
	Iteration 13Q: 3 clusters Score -819139.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -819288.250000 Penalty: 2870.970215
	Iteration 14Q: 3 clusters Score -819288.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -819450.687500 Penalty: 2870.970215
	Iteration 15Q: 3 clusters Score -819450.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -819609.812500 Penalty: 2870.970215
	Iteration 16Q: 3 clusters Score -819609.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -819746.937500 Penalty: 2870.970215
	Iteration 17Q: 3 clusters Score -819746.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -819848.062500 Penalty: 2870.970215
	Iteration 18Q: 3 clusters Score -819848.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -819923.500000 Penalty: 2870.970215
	Iteration 19Q: 3 clusters Score -819923.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -819984.062500 Penalty: 2870.970215
	Iteration 20F: 3 clusters Score -819984.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -820033.875000 Penalty: 2870.970215
	Iteration 21Q: 3 clusters Score -820033.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -820062.875000 Penalty: 2870.970215
	Iteration 22Q: 3 clusters Score -820062.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -820080.125000 Penalty: 2870.970215
	Iteration 23Q: 3 clusters Score -820080.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -820099.812500 Penalty: 2870.970215
	Iteration 24Q: 3 clusters Score -820099.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -820120.875000 Penalty: 2870.970215
	Iteration 25Q: 3 clusters Score -820120.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -820135.812500 Penalty: 2870.970215
	Iteration 26Q: 3 clusters Score -820135.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -820152.562500 Penalty: 2870.970215
	Iteration 27Q: 3 clusters Score -820152.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -820162.937500 Penalty: 2870.970215
	Iteration 28Q: 3 clusters Score -820162.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -820175.312500 Penalty: 2870.970215
	Iteration 29Q: 3 clusters Score -820175.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -820184.500000 Penalty: 2870.970215
	Iteration 30Q: 3 clusters Score -820184.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -820194.250000 Penalty: 2870.970215
	Iteration 31Q: 3 clusters Score -820194.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -820200.250000 Penalty: 2870.970215
	Iteration 32Q: 3 clusters Score -820200.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -820206.125000 Penalty: 2870.970215
	Iteration 33Q: 3 clusters Score -820206.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -820208.750000 Penalty: 2870.970215
	Iteration 34Q: 3 clusters Score -820208.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -820215.625000 Penalty: 2870.970215
	Iteration 35Q: 3 clusters Score -820215.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -820221.687500 Penalty: 2870.970215
	Iteration 36Q: 3 clusters Score -820221.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -820225.000000 Penalty: 2870.970215
	Iteration 37Q: 3 clusters Score -820225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -820232.687500 Penalty: 2870.970215
	Iteration 38Q: 3 clusters Score -820232.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -820243.062500 Penalty: 2870.970215
	Iteration 39Q: 3 clusters Score -820243.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -820252.312500 Penalty: 2870.970215
	Iteration 40F: 3 clusters Score -820252.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -820265.687500 Penalty: 2870.970215
	Iteration 41Q: 3 clusters Score -820265.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -820273.812500 Penalty: 2870.970215
	Iteration 42Q: 3 clusters Score -820273.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -820284.125000 Penalty: 2870.970215
	Iteration 43Q: 3 clusters Score -820284.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -820288.687500 Penalty: 2870.970215
	Iteration 44Q: 3 clusters Score -820288.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -820292.437500 Penalty: 2870.970215
	Iteration 45Q: 3 clusters Score -820292.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -820297.812500 Penalty: 2870.970215
	Iteration 46Q: 3 clusters Score -820297.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -820297.812500 Penalty: 2870.970215
	Iteration 47Q: 3 clusters Score -820297.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -820299.687500 Penalty: 2870.970215
	Iteration 48Q: 3 clusters Score -820299.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -820300.250000 Penalty: 2870.970215
	Iteration 49Q: 3 clusters Score -820300.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -820301.312500 Penalty: 2870.970215
	Iteration 50Q: 3 clusters Score -820301.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -820304.437500 Penalty: 2870.970215
	Iteration 51Q: 3 clusters Score -820304.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -820305.687500 Penalty: 2870.970215
	Iteration 52Q: 3 clusters Score -820305.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -820306.562500 Penalty: 2870.970215
	Iteration 53Q: 3 clusters Score -820306.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -820306.625000 Penalty: 2870.970215
	Iteration 54Q: 3 clusters Score -820306.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -820307.687500 Penalty: 2870.970215
	Iteration 55Q: 3 clusters Score -820307.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -820307.187500 Penalty: 2870.970215
	Iteration 56Q: 3 clusters Score -820307.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -820308.625000 Penalty: 2870.970215
	Iteration 57Q: 3 clusters Score -820308.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -820309.687500 Penalty: 2870.970215
	Iteration 58Q: 3 clusters Score -820309.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -820309.687500 Penalty: 2870.970215
	Iteration 59F: 3 clusters Score -820309.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Entering Unmasked Estep 
Score: -1200512.375000 Penalty: 1491.496094
	Iteration 0F: 2 clusters Score -1200512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1193595.625000 Penalty: 2982.992188
	Iteration 0F: 3 clusters Score -1193596 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1196010.750000 Penalty: 2982.992188
	Iteration 1F: 3 clusters Score -1196011 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1196404.000000 Penalty: 2982.992188
	Iteration 2F: 3 clusters Score -1196404 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1196723.750000 Penalty: 2982.992188
	Iteration 3F: 3 clusters Score -1196724 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1197029.625000 Penalty: 2982.992188
	Iteration 4F: 3 clusters Score -1197030 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1197310.000000 Penalty: 2982.992188
	Iteration 5Q: 3 clusters Score -1197310 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1197588.750000 Penalty: 2982.992188
	Iteration 6Q: 3 clusters Score -1197589 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1197825.000000 Penalty: 2982.992188
	Iteration 7Q: 3 clusters Score -1197825 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1198023.250000 Penalty: 2982.992188
	Iteration 8Q: 3 clusters Score -1198023 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1198211.625000 Penalty: 2982.992188
	Iteration 9Q: 3 clusters Score -1198212 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1198352.625000 Penalty: 2982.992188
	Iteration 10Q: 3 clusters Score -1198353 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1198447.125000 Penalty: 2982.992188
	Iteration 11Q: 3 clusters Score -1198447 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1198522.750000 Penalty: 2982.992188
	Iteration 12Q: 3 clusters Score -1198523 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1198597.875000 Penalty: 2982.992188
	Iteration 13Q: 3 clusters Score -1198598 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1198657.125000 Penalty: 2982.992188
	Iteration 14Q: 3 clusters Score -1198657 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1198700.125000 Penalty: 2982.992188
	Iteration 15Q: 3 clusters Score -1198700 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1198732.500000 Penalty: 2982.992188
	Iteration 16Q: 3 clusters Score -1198732 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1198755.750000 Penalty: 2982.992188
	Iteration 17Q: 3 clusters Score -1198756 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1198769.625000 Penalty: 2982.992188
	Iteration 18Q: 3 clusters Score -1198770 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1198786.000000 Penalty: 2982.992188
	Iteration 19Q: 3 clusters Score -1198786 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1198805.875000 Penalty: 2982.992188
	Iteration 20F: 3 clusters Score -1198806 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1198817.000000 Penalty: 2982.992188
	Iteration 21Q: 3 clusters Score -1198817 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1198830.250000 Penalty: 2982.992188
	Iteration 22Q: 3 clusters Score -1198830 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1198840.250000 Penalty: 2982.992188
	Iteration 23Q: 3 clusters Score -1198840 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1198848.375000 Penalty: 2982.992188
	Iteration 24Q: 3 clusters Score -1198848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1198851.500000 Penalty: 2982.992188
	Iteration 25Q: 3 clusters Score -1198852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1198858.000000 Penalty: 2982.992188
	Iteration 26Q: 3 clusters Score -1198858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1198869.500000 Penalty: 2982.992188
	Iteration 27Q: 3 clusters Score -1198870 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1198873.750000 Penalty: 2982.992188
	Iteration 28Q: 3 clusters Score -1198874 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1198881.625000 Penalty: 2982.992188
	Iteration 29Q: 3 clusters Score -1198882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1198886.500000 Penalty: 2982.992188
	Iteration 30Q: 3 clusters Score -1198886 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1198898.250000 Penalty: 2982.992188
	Iteration 31Q: 3 clusters Score -1198898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1198903.875000 Penalty: 2982.992188
	Iteration 32Q: 3 clusters Score -1198904 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1198915.500000 Penalty: 2982.992188
	Iteration 33Q: 3 clusters Score -1198916 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1198922.000000 Penalty: 2982.992188
	Iteration 34Q: 3 clusters Score -1198922 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1198929.125000 Penalty: 2982.992188
	Iteration 35Q: 3 clusters Score -1198929 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1198936.125000 Penalty: 2982.992188
	Iteration 36Q: 3 clusters Score -1198936 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1198940.375000 Penalty: 2982.992188
	Iteration 37Q: 3 clusters Score -1198940 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1198957.750000 Penalty: 2982.992188
	Iteration 38Q: 3 clusters Score -1198958 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1198971.000000 Penalty: 2982.992188
	Iteration 39Q: 3 clusters Score -1198971 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1198988.250000 Penalty: 2982.992188
	Iteration 40F: 3 clusters Score -1198988 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1199006.000000 Penalty: 2982.992188
	Iteration 41Q: 3 clusters Score -1199006 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1199032.125000 Penalty: 2982.992188
	Iteration 42Q: 3 clusters Score -1199032 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1199048.875000 Penalty: 2982.992188
	Iteration 43Q: 3 clusters Score -1199049 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1199065.625000 Penalty: 2982.992188
	Iteration 44Q: 3 clusters Score -1199066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1199080.375000 Penalty: 2982.992188
	Iteration 45Q: 3 clusters Score -1199080 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1199091.250000 Penalty: 2982.992188
	Iteration 46Q: 3 clusters Score -1199091 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1199099.750000 Penalty: 2982.992188
	Iteration 47Q: 3 clusters Score -1199100 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1199108.125000 Penalty: 2982.992188
	Iteration 48Q: 3 clusters Score -1199108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1199114.250000 Penalty: 2982.992188
	Iteration 49Q: 3 clusters Score -1199114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1199116.250000 Penalty: 2982.992188
	Iteration 50Q: 3 clusters Score -1199116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1199118.625000 Penalty: 2982.992188
	Iteration 51Q: 3 clusters Score -1199119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1199120.375000 Penalty: 2982.992188
	Iteration 52Q: 3 clusters Score -1199120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1199120.125000 Penalty: 2982.992188
	Iteration 53Q: 3 clusters Score -1199120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1199119.875000 Penalty: 2982.992188
	Iteration 54Q: 3 clusters Score -1199120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1199120.000000 Penalty: 2982.992188
	Iteration 55Q: 3 clusters Score -1199120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1199121.500000 Penalty: 2982.992188
	Iteration 56Q: 3 clusters Score -1199122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1199121.500000 Penalty: 2982.992188
	Iteration 57F: 3 clusters Score -1199122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (91330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91330 members 
Entering Unmasked Estep 
Score: -11501220.000000 Penalty: 1856.113159
	Iteration 0F: 2 clusters Score -1.150122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 45637 members 
Entering Unmasked Estep 
Score: -11442038.000000 Penalty: 3712.226318
	Iteration 0F: 3 clusters Score -1.144204e+07 nChanged 43784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47495 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -11467713.000000 Penalty: 3712.226318
	Iteration 1F: 3 clusters Score -1.146771e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -11468498.000000 Penalty: 3712.226318
	Iteration 2Q: 3 clusters Score -1.14685e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49561 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -11469502.000000 Penalty: 3712.226318
	Iteration 3Q: 3 clusters Score -1.14695e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51277 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -11470681.000000 Penalty: 3712.226318
	Iteration 4Q: 3 clusters Score -1.147068e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53653 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -11472364.000000 Penalty: 3712.226318
	Iteration 5Q: 3 clusters Score -1.147236e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56821 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -11474626.000000 Penalty: 3712.226318
	Iteration 6F: 3 clusters Score -1.147463e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60661 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -11477618.000000 Penalty: 3712.226318
	Iteration 7F: 3 clusters Score -1.147762e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64700 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -11481496.000000 Penalty: 3712.226318
	Iteration 8F: 3 clusters Score -1.14815e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68495 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -11485956.000000 Penalty: 3712.226318
	Iteration 9F: 3 clusters Score -1.148596e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71221 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -11489384.000000 Penalty: 3712.226318
	Iteration 10Q: 3 clusters Score -1.148938e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72914 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -11491022.000000 Penalty: 3712.226318
	Iteration 11Q: 3 clusters Score -1.149102e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74214 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -11491909.000000 Penalty: 3712.226318
	Iteration 12Q: 3 clusters Score -1.149191e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75462 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -11492603.000000 Penalty: 3712.226318
	Iteration 13Q: 3 clusters Score -1.14926e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76595 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -11493143.000000 Penalty: 3712.226318
	Iteration 14Q: 3 clusters Score -1.149314e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77688 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -11493727.000000 Penalty: 3712.226318
	Iteration 15Q: 3 clusters Score -1.149373e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78753 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -11494222.000000 Penalty: 3712.226318
	Iteration 16Q: 3 clusters Score -1.149422e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79780 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -11494754.000000 Penalty: 3712.226318
	Iteration 17Q: 3 clusters Score -1.149475e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80718 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -11495283.000000 Penalty: 3712.226318
	Iteration 18Q: 3 clusters Score -1.149528e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81625 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -11495766.000000 Penalty: 3712.226318
	Iteration 19Q: 3 clusters Score -1.149577e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82539 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -11496267.000000 Penalty: 3712.226318
	Iteration 20F: 3 clusters Score -1.149627e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83389 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -11496770.000000 Penalty: 3712.226318
	Iteration 21Q: 3 clusters Score -1.149677e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84139 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -11497214.000000 Penalty: 3712.226318
	Iteration 22Q: 3 clusters Score -1.149721e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84810 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -11497647.000000 Penalty: 3712.226318
	Iteration 23Q: 3 clusters Score -1.149765e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85453 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -11498016.000000 Penalty: 3712.226318
	Iteration 24Q: 3 clusters Score -1.149802e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86058 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -11498344.000000 Penalty: 3712.226318
	Iteration 25Q: 3 clusters Score -1.149834e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86589 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -11498632.000000 Penalty: 3712.226318
	Iteration 26Q: 3 clusters Score -1.149863e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87066 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -11498893.000000 Penalty: 3712.226318
	Iteration 27Q: 3 clusters Score -1.149889e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87458 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -11499080.000000 Penalty: 3712.226318
	Iteration 28Q: 3 clusters Score -1.149908e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87790 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -11499310.000000 Penalty: 3712.226318
	Iteration 29Q: 3 clusters Score -1.149931e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88061 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -11499493.000000 Penalty: 3712.226318
	Iteration 30Q: 3 clusters Score -1.149949e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88312 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -11499620.000000 Penalty: 3712.226318
	Iteration 31Q: 3 clusters Score -1.149962e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88504 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -11499707.000000 Penalty: 3712.226318
	Iteration 32Q: 3 clusters Score -1.149971e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88678 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -11499790.000000 Penalty: 3712.226318
	Iteration 33Q: 3 clusters Score -1.149979e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88824 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -11499841.000000 Penalty: 3712.226318
	Iteration 34Q: 3 clusters Score -1.149984e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88948 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -11499933.000000 Penalty: 3712.226318
	Iteration 35Q: 3 clusters Score -1.149993e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89054 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -11499961.000000 Penalty: 3712.226318
	Iteration 36Q: 3 clusters Score -1.149996e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89146 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -11499997.000000 Penalty: 3712.226318
	Iteration 37Q: 3 clusters Score -1.15e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89232 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -11500023.000000 Penalty: 3712.226318
	Iteration 38Q: 3 clusters Score -1.150002e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89302 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -11500087.000000 Penalty: 3712.226318
	Iteration 39Q: 3 clusters Score -1.150009e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89352 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -11500136.000000 Penalty: 3712.226318
	Iteration 40F: 3 clusters Score -1.150014e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89401 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -11500152.000000 Penalty: 3712.226318
	Iteration 41Q: 3 clusters Score -1.150015e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89451 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -11500158.000000 Penalty: 3712.226318
	Iteration 42Q: 3 clusters Score -1.150016e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89497 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -11500174.000000 Penalty: 3712.226318
	Iteration 43Q: 3 clusters Score -1.150017e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89532 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -11500186.000000 Penalty: 3712.226318
	Iteration 44Q: 3 clusters Score -1.150019e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89574 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -11500193.000000 Penalty: 3712.226318
	Iteration 45Q: 3 clusters Score -1.150019e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89601 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -11500207.000000 Penalty: 3712.226318
	Iteration 46Q: 3 clusters Score -1.150021e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89636 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -11500235.000000 Penalty: 3712.226318
	Iteration 47Q: 3 clusters Score -1.150024e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89666 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -11500237.000000 Penalty: 3712.226318
	Iteration 48Q: 3 clusters Score -1.150024e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89695 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -11500245.000000 Penalty: 3712.226318
	Iteration 49Q: 3 clusters Score -1.150024e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89721 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -11500250.000000 Penalty: 3712.226318
	Iteration 50Q: 3 clusters Score -1.150025e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89742 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -11500251.000000 Penalty: 3712.226318
	Iteration 51Q: 3 clusters Score -1.150025e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89756 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -11500252.000000 Penalty: 3712.226318
	Iteration 52Q: 3 clusters Score -1.150025e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89769 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -11500254.000000 Penalty: 3712.226318
	Iteration 53Q: 3 clusters Score -1.150025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89778 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -11500255.000000 Penalty: 3712.226318
	Iteration 54Q: 3 clusters Score -1.150026e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89790 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -11500249.000000 Penalty: 3712.226318
	Iteration 55Q: 3 clusters Score -1.150025e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89801 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -11500259.000000 Penalty: 3712.226318
	Iteration 56Q: 3 clusters Score -1.150026e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89809 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -11500254.000000 Penalty: 3712.226318
	Iteration 57Q: 3 clusters Score -1.150025e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89820 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -11500262.000000 Penalty: 3712.226318
	Iteration 58Q: 3 clusters Score -1.150026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89823 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -11500266.000000 Penalty: 3712.226318
	Iteration 59Q: 3 clusters Score -1.150027e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89823 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -11500264.000000 Penalty: 3712.226318
	Iteration 60F: 3 clusters Score -1.150026e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89827 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -11500265.000000 Penalty: 3712.226318
	Iteration 61Q: 3 clusters Score -1.150026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89831 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -11500261.000000 Penalty: 3712.226318
	Iteration 62Q: 3 clusters Score -1.150026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89834 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -11500266.000000 Penalty: 3712.226318
	Iteration 63Q: 3 clusters Score -1.150027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89835 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -11500268.000000 Penalty: 3712.226318
	Iteration 64Q: 3 clusters Score -1.150027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89834 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -11500265.000000 Penalty: 3712.226318
	Iteration 65Q: 3 clusters Score -1.150026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89835 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -11500273.000000 Penalty: 3712.226318
	Iteration 66Q: 3 clusters Score -1.150027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89835 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -11500273.000000 Penalty: 3712.226318
	Iteration 67Q: 3 clusters Score -1.150027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89837 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -11500270.000000 Penalty: 3712.226318
	Iteration 68Q: 3 clusters Score -1.150027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89839 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -11500277.000000 Penalty: 3712.226318
	Iteration 69Q: 3 clusters Score -1.150028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89841 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -11500276.000000 Penalty: 3712.226318
	Iteration 70Q: 3 clusters Score -1.150028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89842 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -11500270.000000 Penalty: 3712.226318
	Iteration 71Q: 3 clusters Score -1.150027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89842 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -11500270.000000 Penalty: 3712.226318
	Iteration 72F: 3 clusters Score -1.150027e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Entering Unmasked Estep 
Score: -306381.625000 Penalty: 1272.056152
	Iteration 0F: 2 clusters Score -306381.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -303991.937500 Penalty: 2544.112305
	Iteration 0F: 3 clusters Score -303991.9 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -304547.718750 Penalty: 2544.112305
	Iteration 1F: 3 clusters Score -304547.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -304666.000000 Penalty: 2544.112305
	Iteration 2F: 3 clusters Score -304666 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -304727.281250 Penalty: 2544.112305
	Iteration 3Q: 3 clusters Score -304727.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -304764.812500 Penalty: 2544.112305
	Iteration 4Q: 3 clusters Score -304764.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -304804.750000 Penalty: 2544.112305
	Iteration 5Q: 3 clusters Score -304804.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -304830.906250 Penalty: 2544.112305
	Iteration 6Q: 3 clusters Score -304830.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -304852.656250 Penalty: 2544.112305
	Iteration 7Q: 3 clusters Score -304852.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -304866.968750 Penalty: 2544.112305
	Iteration 8Q: 3 clusters Score -304867 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -304881.656250 Penalty: 2544.112305
	Iteration 9Q: 3 clusters Score -304881.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -304896.531250 Penalty: 2544.112305
	Iteration 10Q: 3 clusters Score -304896.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -304905.437500 Penalty: 2544.112305
	Iteration 11Q: 3 clusters Score -304905.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -304912.531250 Penalty: 2544.112305
	Iteration 12Q: 3 clusters Score -304912.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -304919.500000 Penalty: 2544.112305
	Iteration 13Q: 3 clusters Score -304919.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -304925.750000 Penalty: 2544.112305
	Iteration 14Q: 3 clusters Score -304925.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -304933.468750 Penalty: 2544.112305
	Iteration 15Q: 3 clusters Score -304933.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -304939.250000 Penalty: 2544.112305
	Iteration 16Q: 3 clusters Score -304939.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -304946.187500 Penalty: 2544.112305
	Iteration 17Q: 3 clusters Score -304946.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -304950.875000 Penalty: 2544.112305
	Iteration 18Q: 3 clusters Score -304950.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -304957.312500 Penalty: 2544.112305
	Iteration 19Q: 3 clusters Score -304957.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -304963.562500 Penalty: 2544.112305
	Iteration 20F: 3 clusters Score -304963.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -304966.093750 Penalty: 2544.112305
	Iteration 21Q: 3 clusters Score -304966.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -304969.156250 Penalty: 2544.112305
	Iteration 22Q: 3 clusters Score -304969.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -304972.625000 Penalty: 2544.112305
	Iteration 23Q: 3 clusters Score -304972.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -304977.968750 Penalty: 2544.112305
	Iteration 24Q: 3 clusters Score -304978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -304981.812500 Penalty: 2544.112305
	Iteration 25Q: 3 clusters Score -304981.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -304989.156250 Penalty: 2544.112305
	Iteration 26Q: 3 clusters Score -304989.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -304995.406250 Penalty: 2544.112305
	Iteration 27Q: 3 clusters Score -304995.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -305001.656250 Penalty: 2544.112305
	Iteration 28Q: 3 clusters Score -305001.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -305008.468750 Penalty: 2544.112305
	Iteration 29Q: 3 clusters Score -305008.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -305021.687500 Penalty: 2544.112305
	Iteration 30Q: 3 clusters Score -305021.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -305037.718750 Penalty: 2544.112305
	Iteration 31Q: 3 clusters Score -305037.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -305050.875000 Penalty: 2544.112305
	Iteration 32Q: 3 clusters Score -305050.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -305060.281250 Penalty: 2544.112305
	Iteration 33Q: 3 clusters Score -305060.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -305069.843750 Penalty: 2544.112305
	Iteration 34Q: 3 clusters Score -305069.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -305077.656250 Penalty: 2544.112305
	Iteration 35Q: 3 clusters Score -305077.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -305085.000000 Penalty: 2544.112305
	Iteration 36Q: 3 clusters Score -305085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -305096.656250 Penalty: 2544.112305
	Iteration 37Q: 3 clusters Score -305096.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -305110.093750 Penalty: 2544.112305
	Iteration 38Q: 3 clusters Score -305110.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -305120.750000 Penalty: 2544.112305
	Iteration 39Q: 3 clusters Score -305120.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -305134.750000 Penalty: 2544.112305
	Iteration 40F: 3 clusters Score -305134.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -305153.656250 Penalty: 2544.112305
	Iteration 41Q: 3 clusters Score -305153.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -305170.062500 Penalty: 2544.112305
	Iteration 42Q: 3 clusters Score -305170.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -305186.593750 Penalty: 2544.112305
	Iteration 43Q: 3 clusters Score -305186.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -305202.656250 Penalty: 2544.112305
	Iteration 44Q: 3 clusters Score -305202.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -305216.843750 Penalty: 2544.112305
	Iteration 45Q: 3 clusters Score -305216.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -305224.843750 Penalty: 2544.112305
	Iteration 46Q: 3 clusters Score -305224.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -305230.812500 Penalty: 2544.112305
	Iteration 47Q: 3 clusters Score -305230.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -305238.250000 Penalty: 2544.112305
	Iteration 48Q: 3 clusters Score -305238.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -305247.218750 Penalty: 2544.112305
	Iteration 49Q: 3 clusters Score -305247.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -305259.312500 Penalty: 2544.112305
	Iteration 50Q: 3 clusters Score -305259.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -305297.625000 Penalty: 2544.112305
	Iteration 51Q: 3 clusters Score -305297.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -305371.281250 Penalty: 2544.112305
	Iteration 52Q: 3 clusters Score -305371.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -305444.218750 Penalty: 2544.112305
	Iteration 53Q: 3 clusters Score -305444.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -305486.062500 Penalty: 2544.112305
	Iteration 54Q: 3 clusters Score -305486.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -305504.812500 Penalty: 2544.112305
	Iteration 55Q: 3 clusters Score -305504.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -305513.468750 Penalty: 2544.112305
	Iteration 56Q: 3 clusters Score -305513.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -305522.406250 Penalty: 2544.112305
	Iteration 57Q: 3 clusters Score -305522.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -305533.031250 Penalty: 2544.112305
	Iteration 58Q: 3 clusters Score -305533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -305543.843750 Penalty: 2544.112305
	Iteration 59Q: 3 clusters Score -305543.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -305554.062500 Penalty: 2544.112305
	Iteration 60F: 3 clusters Score -305554.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -305563.031250 Penalty: 2544.112305
	Iteration 61Q: 3 clusters Score -305563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -305567.093750 Penalty: 2544.112305
	Iteration 62Q: 3 clusters Score -305567.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -305571.031250 Penalty: 2544.112305
	Iteration 63Q: 3 clusters Score -305571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -305579.093750 Penalty: 2544.112305
	Iteration 64Q: 3 clusters Score -305579.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -305582.250000 Penalty: 2544.112305
	Iteration 65Q: 3 clusters Score -305582.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -305586.781250 Penalty: 2544.112305
	Iteration 66Q: 3 clusters Score -305586.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -305588.531250 Penalty: 2544.112305
	Iteration 67Q: 3 clusters Score -305588.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -305591.968750 Penalty: 2544.112305
	Iteration 68Q: 3 clusters Score -305592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -305595.406250 Penalty: 2544.112305
	Iteration 69Q: 3 clusters Score -305595.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -305597.875000 Penalty: 2544.112305
	Iteration 70Q: 3 clusters Score -305597.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -305600.125000 Penalty: 2544.112305
	Iteration 71Q: 3 clusters Score -305600.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -305604.500000 Penalty: 2544.112305
	Iteration 72Q: 3 clusters Score -305604.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -305609.531250 Penalty: 2544.112305
	Iteration 73Q: 3 clusters Score -305609.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -305612.625000 Penalty: 2544.112305
	Iteration 74Q: 3 clusters Score -305612.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -305614.281250 Penalty: 2544.112305
	Iteration 75Q: 3 clusters Score -305614.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -305616.593750 Penalty: 2544.112305
	Iteration 76Q: 3 clusters Score -305616.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -305618.343750 Penalty: 2544.112305
	Iteration 77Q: 3 clusters Score -305618.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -305619.562500 Penalty: 2544.112305
	Iteration 78Q: 3 clusters Score -305619.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -305620.218750 Penalty: 2544.112305
	Iteration 79Q: 3 clusters Score -305620.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -305622.500000 Penalty: 2544.112305
	Iteration 80F: 3 clusters Score -305622.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -305623.375000 Penalty: 2544.112305
	Iteration 81Q: 3 clusters Score -305623.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -305624.437500 Penalty: 2544.112305
	Iteration 82Q: 3 clusters Score -305624.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -305625.687500 Penalty: 2544.112305
	Iteration 83Q: 3 clusters Score -305625.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -305628.187500 Penalty: 2544.112305
	Iteration 84Q: 3 clusters Score -305628.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -305629.500000 Penalty: 2544.112305
	Iteration 85Q: 3 clusters Score -305629.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -305630.156250 Penalty: 2544.112305
	Iteration 86Q: 3 clusters Score -305630.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -305631.125000 Penalty: 2544.112305
	Iteration 87Q: 3 clusters Score -305631.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -305631.125000 Penalty: 2544.112305
	Iteration 88F: 3 clusters Score -305631.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (103271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103271 members 
Entering Unmasked Estep 
Score: -12945242.000000 Penalty: 1876.080688
	Iteration 0F: 2 clusters Score -1.294524e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 51554 members 
Entering Unmasked Estep 
Score: -12878744.000000 Penalty: 3752.161377
	Iteration 0F: 3 clusters Score -1.287874e+07 nChanged 49439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 50529 members 
Entering Unmasked Estep 
Score: -12907372.000000 Penalty: 3752.161377
	Iteration 1F: 3 clusters Score -1.290737e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53937 members 
Mstep: Class 2 contains 49334 members 
Entering Unmasked Estep 
Score: -12908341.000000 Penalty: 3752.161377
	Iteration 2Q: 3 clusters Score -1.290834e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55898 members 
Mstep: Class 2 contains 47373 members 
Entering Unmasked Estep 
Score: -12909642.000000 Penalty: 3752.161377
	Iteration 3Q: 3 clusters Score -1.290964e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58826 members 
Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
Score: -12911591.000000 Penalty: 3752.161377
	Iteration 4Q: 3 clusters Score -1.291159e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63110 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -12914667.000000 Penalty: 3752.161377
	Iteration 5F: 3 clusters Score -1.291467e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68606 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -12919198.000000 Penalty: 3752.161377
	Iteration 6F: 3 clusters Score -1.29192e+07 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74717 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -12925115.000000 Penalty: 3752.161377
	Iteration 7F: 3 clusters Score -1.292512e+07 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80062 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -12930730.000000 Penalty: 3752.161377
	Iteration 8F: 3 clusters Score -1.293073e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83787 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -12934662.000000 Penalty: 3752.161377
	Iteration 9F: 3 clusters Score -1.293466e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86175 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -12937113.000000 Penalty: 3752.161377
	Iteration 10Q: 3 clusters Score -1.293711e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87885 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -12938447.000000 Penalty: 3752.161377
	Iteration 11Q: 3 clusters Score -1.293845e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89284 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -12939337.000000 Penalty: 3752.161377
	Iteration 12Q: 3 clusters Score -1.293934e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90565 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -12940294.000000 Penalty: 3752.161377
	Iteration 13Q: 3 clusters Score -1.294029e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91817 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -12941299.000000 Penalty: 3752.161377
	Iteration 14Q: 3 clusters Score -1.29413e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93008 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -12942167.000000 Penalty: 3752.161377
	Iteration 15Q: 3 clusters Score -1.294217e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94184 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -12942803.000000 Penalty: 3752.161377
	Iteration 16Q: 3 clusters Score -1.29428e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95299 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -12943412.000000 Penalty: 3752.161377
	Iteration 17Q: 3 clusters Score -1.294341e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96362 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -12943701.000000 Penalty: 3752.161377
	Iteration 18Q: 3 clusters Score -1.29437e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97358 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -12944052.000000 Penalty: 3752.161377
	Iteration 19Q: 3 clusters Score -1.294405e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98261 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -12944333.000000 Penalty: 3752.161377
	Iteration 20F: 3 clusters Score -1.294433e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99058 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -12944431.000000 Penalty: 3752.161377
	Iteration 21Q: 3 clusters Score -1.294443e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99734 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -12944545.000000 Penalty: 3752.161377
	Iteration 22Q: 3 clusters Score -1.294454e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100293 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -12944513.000000 Penalty: 3752.161377
	Iteration 23Q: 3 clusters Score -1.294451e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100787 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -12944462.000000 Penalty: 3752.161377
	Iteration 24Q: 3 clusters Score -1.294446e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101196 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -12944405.000000 Penalty: 3752.161377
	Iteration 25Q: 3 clusters Score -1.29444e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101542 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -12944370.000000 Penalty: 3752.161377
	Iteration 26Q: 3 clusters Score -1.294437e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101829 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -12944273.000000 Penalty: 3752.161377
	Iteration 27Q: 3 clusters Score -1.294427e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102056 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -12944220.000000 Penalty: 3752.161377
	Iteration 28Q: 3 clusters Score -1.294422e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102230 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -12944187.000000 Penalty: 3752.161377
	Iteration 29Q: 3 clusters Score -1.294419e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102363 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -12944166.000000 Penalty: 3752.161377
	Iteration 30Q: 3 clusters Score -1.294417e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102465 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -12944129.000000 Penalty: 3752.161377
	Iteration 31Q: 3 clusters Score -1.294413e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102530 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -12944093.000000 Penalty: 3752.161377
	Iteration 32Q: 3 clusters Score -1.294409e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102577 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -12944099.000000 Penalty: 3752.161377
	Iteration 33Q: 3 clusters Score -1.29441e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102619 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -12944079.000000 Penalty: 3752.161377
	Iteration 34Q: 3 clusters Score -1.294408e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102655 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -12944060.000000 Penalty: 3752.161377
	Iteration 35Q: 3 clusters Score -1.294406e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102688 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -12944083.000000 Penalty: 3752.161377
	Iteration 36Q: 3 clusters Score -1.294408e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102709 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -12944065.000000 Penalty: 3752.161377
	Iteration 37Q: 3 clusters Score -1.294406e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102733 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -12944075.000000 Penalty: 3752.161377
	Iteration 38Q: 3 clusters Score -1.294408e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102745 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -12944072.000000 Penalty: 3752.161377
	Iteration 39Q: 3 clusters Score -1.294407e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102754 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -12944067.000000 Penalty: 3752.161377
	Iteration 40F: 3 clusters Score -1.294407e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102759 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -12944064.000000 Penalty: 3752.161377
	Iteration 41Q: 3 clusters Score -1.294406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102767 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -12944053.000000 Penalty: 3752.161377
	Iteration 42Q: 3 clusters Score -1.294405e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102776 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -12944049.000000 Penalty: 3752.161377
	Iteration 43Q: 3 clusters Score -1.294405e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102784 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -12944047.000000 Penalty: 3752.161377
	Iteration 44Q: 3 clusters Score -1.294405e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102787 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -12944039.000000 Penalty: 3752.161377
	Iteration 45Q: 3 clusters Score -1.294404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102794 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -12944049.000000 Penalty: 3752.161377
	Iteration 46Q: 3 clusters Score -1.294405e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102799 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -12944051.000000 Penalty: 3752.161377
	Iteration 47Q: 3 clusters Score -1.294405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102803 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -12944048.000000 Penalty: 3752.161377
	Iteration 48Q: 3 clusters Score -1.294405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -12944042.000000 Penalty: 3752.161377
	Iteration 49Q: 3 clusters Score -1.294404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102807 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -12944041.000000 Penalty: 3752.161377
	Iteration 50Q: 3 clusters Score -1.294404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102808 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -12944043.000000 Penalty: 3752.161377
	Iteration 51Q: 3 clusters Score -1.294404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102809 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -12944046.000000 Penalty: 3752.161377
	Iteration 52Q: 3 clusters Score -1.294405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102809 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -12944046.000000 Penalty: 3752.161377
	Iteration 53F: 3 clusters Score -1.294405e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (96585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96585 members 
Entering Unmasked Estep 
Score: -12198254.000000 Penalty: 1865.204102
	Iteration 0F: 2 clusters Score -1.219825e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 48361 members 
Entering Unmasked Estep 
Score: -12134574.000000 Penalty: 3730.408203
	Iteration 0F: 3 clusters Score -1.213457e+07 nChanged 45976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46510 members 
Mstep: Class 2 contains 50075 members 
Entering Unmasked Estep 
Score: -12161580.000000 Penalty: 3730.408203
	Iteration 1F: 3 clusters Score -1.216158e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 51176 members 
Entering Unmasked Estep 
Score: -12162552.000000 Penalty: 3730.408203
	Iteration 2Q: 3 clusters Score -1.216255e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 52985 members 
Entering Unmasked Estep 
Score: -12163760.000000 Penalty: 3730.408203
	Iteration 3Q: 3 clusters Score -1.216376e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 55720 members 
Entering Unmasked Estep 
Score: -12165376.000000 Penalty: 3730.408203
	Iteration 4Q: 3 clusters Score -1.216538e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 59616 members 
Entering Unmasked Estep 
Score: -12167725.000000 Penalty: 3730.408203
	Iteration 5F: 3 clusters Score -1.216772e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 64689 members 
Entering Unmasked Estep 
Score: -12171641.000000 Penalty: 3730.408203
	Iteration 6F: 3 clusters Score -1.217164e+07 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 70625 members 
Entering Unmasked Estep 
Score: -12177062.000000 Penalty: 3730.408203
	Iteration 7F: 3 clusters Score -1.217706e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 75972 members 
Entering Unmasked Estep 
Score: -12182990.000000 Penalty: 3730.408203
	Iteration 8F: 3 clusters Score -1.218299e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 79546 members 
Entering Unmasked Estep 
Score: -12187471.000000 Penalty: 3730.408203
	Iteration 9Q: 3 clusters Score -1.218747e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 81519 members 
Entering Unmasked Estep 
Score: -12189742.000000 Penalty: 3730.408203
	Iteration 10Q: 3 clusters Score -1.218974e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 82817 members 
Entering Unmasked Estep 
Score: -12190773.000000 Penalty: 3730.408203
	Iteration 11Q: 3 clusters Score -1.219077e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 83922 members 
Entering Unmasked Estep 
Score: -12191446.000000 Penalty: 3730.408203
	Iteration 12Q: 3 clusters Score -1.219145e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 84936 members 
Entering Unmasked Estep 
Score: -12192001.000000 Penalty: 3730.408203
	Iteration 13Q: 3 clusters Score -1.2192e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 85843 members 
Entering Unmasked Estep 
Score: -12192464.000000 Penalty: 3730.408203
	Iteration 14Q: 3 clusters Score -1.219246e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 86687 members 
Entering Unmasked Estep 
Score: -12192876.000000 Penalty: 3730.408203
	Iteration 15Q: 3 clusters Score -1.219288e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 87476 members 
Entering Unmasked Estep 
Score: -12193274.000000 Penalty: 3730.408203
	Iteration 16Q: 3 clusters Score -1.219327e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 88206 members 
Entering Unmasked Estep 
Score: -12193671.000000 Penalty: 3730.408203
	Iteration 17Q: 3 clusters Score -1.219367e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 88895 members 
Entering Unmasked Estep 
Score: -12193999.000000 Penalty: 3730.408203
	Iteration 18Q: 3 clusters Score -1.2194e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 89518 members 
Entering Unmasked Estep 
Score: -12194307.000000 Penalty: 3730.408203
	Iteration 19Q: 3 clusters Score -1.219431e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 90070 members 
Entering Unmasked Estep 
Score: -12194633.000000 Penalty: 3730.408203
	Iteration 20F: 3 clusters Score -1.219463e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 90572 members 
Entering Unmasked Estep 
Score: -12194959.000000 Penalty: 3730.408203
	Iteration 21Q: 3 clusters Score -1.219496e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 91075 members 
Entering Unmasked Estep 
Score: -12195261.000000 Penalty: 3730.408203
	Iteration 22Q: 3 clusters Score -1.219526e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 91555 members 
Entering Unmasked Estep 
Score: -12195505.000000 Penalty: 3730.408203
	Iteration 23Q: 3 clusters Score -1.21955e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 92003 members 
Entering Unmasked Estep 
Score: -12195760.000000 Penalty: 3730.408203
	Iteration 24Q: 3 clusters Score -1.219576e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 92437 members 
Entering Unmasked Estep 
Score: -12195905.000000 Penalty: 3730.408203
	Iteration 25Q: 3 clusters Score -1.21959e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 92848 members 
Entering Unmasked Estep 
Score: -12196124.000000 Penalty: 3730.408203
	Iteration 26Q: 3 clusters Score -1.219612e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 93219 members 
Entering Unmasked Estep 
Score: -12196271.000000 Penalty: 3730.408203
	Iteration 27Q: 3 clusters Score -1.219627e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 93549 members 
Entering Unmasked Estep 
Score: -12196439.000000 Penalty: 3730.408203
	Iteration 28Q: 3 clusters Score -1.219644e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 93828 members 
Entering Unmasked Estep 
Score: -12196563.000000 Penalty: 3730.408203
	Iteration 29Q: 3 clusters Score -1.219656e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 94064 members 
Entering Unmasked Estep 
Score: -12196607.000000 Penalty: 3730.408203
	Iteration 30Q: 3 clusters Score -1.219661e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 94268 members 
Entering Unmasked Estep 
Score: -12196655.000000 Penalty: 3730.408203
	Iteration 31Q: 3 clusters Score -1.219666e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 94464 members 
Entering Unmasked Estep 
Score: -12196698.000000 Penalty: 3730.408203
	Iteration 32Q: 3 clusters Score -1.21967e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 94607 members 
Entering Unmasked Estep 
Score: -12196734.000000 Penalty: 3730.408203
	Iteration 33Q: 3 clusters Score -1.219673e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 94720 members 
Entering Unmasked Estep 
Score: -12196797.000000 Penalty: 3730.408203
	Iteration 34Q: 3 clusters Score -1.21968e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 94824 members 
Entering Unmasked Estep 
Score: -12196858.000000 Penalty: 3730.408203
	Iteration 35Q: 3 clusters Score -1.219686e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 94924 members 
Entering Unmasked Estep 
Score: -12196893.000000 Penalty: 3730.408203
	Iteration 36Q: 3 clusters Score -1.219689e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 95012 members 
Entering Unmasked Estep 
Score: -12196909.000000 Penalty: 3730.408203
	Iteration 37Q: 3 clusters Score -1.219691e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 95091 members 
Entering Unmasked Estep 
Score: -12196941.000000 Penalty: 3730.408203
	Iteration 38Q: 3 clusters Score -1.219694e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 95154 members 
Entering Unmasked Estep 
Score: -12196967.000000 Penalty: 3730.408203
	Iteration 39Q: 3 clusters Score -1.219697e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 95213 members 
Entering Unmasked Estep 
Score: -12196995.000000 Penalty: 3730.408203
	Iteration 40F: 3 clusters Score -1.2197e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 95254 members 
Entering Unmasked Estep 
Score: -12197028.000000 Penalty: 3730.408203
	Iteration 41Q: 3 clusters Score -1.219703e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 95294 members 
Entering Unmasked Estep 
Score: -12197061.000000 Penalty: 3730.408203
	Iteration 42Q: 3 clusters Score -1.219706e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 95334 members 
Entering Unmasked Estep 
Score: -12197067.000000 Penalty: 3730.408203
	Iteration 43Q: 3 clusters Score -1.219707e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 95359 members 
Entering Unmasked Estep 
Score: -12197065.000000 Penalty: 3730.408203
	Iteration 44Q: 3 clusters Score -1.219706e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 95384 members 
Entering Unmasked Estep 
Score: -12197062.000000 Penalty: 3730.408203
	Iteration 45Q: 3 clusters Score -1.219706e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 95404 members 
Entering Unmasked Estep 
Score: -12197078.000000 Penalty: 3730.408203
	Iteration 46Q: 3 clusters Score -1.219708e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 95424 members 
Entering Unmasked Estep 
Score: -12197081.000000 Penalty: 3730.408203
	Iteration 47Q: 3 clusters Score -1.219708e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 95434 members 
Entering Unmasked Estep 
Score: -12197074.000000 Penalty: 3730.408203
	Iteration 48Q: 3 clusters Score -1.219707e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 95443 members 
Entering Unmasked Estep 
Score: -12197107.000000 Penalty: 3730.408203
	Iteration 49Q: 3 clusters Score -1.219711e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 95449 members 
Entering Unmasked Estep 
Score: -12197111.000000 Penalty: 3730.408203
	Iteration 50Q: 3 clusters Score -1.219711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 95454 members 
Entering Unmasked Estep 
Score: -12197093.000000 Penalty: 3730.408203
	Iteration 51Q: 3 clusters Score -1.219709e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 95460 members 
Entering Unmasked Estep 
Score: -12197087.000000 Penalty: 3730.408203
	Iteration 52Q: 3 clusters Score -1.219709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 95466 members 
Entering Unmasked Estep 
Score: -12197092.000000 Penalty: 3730.408203
	Iteration 53Q: 3 clusters Score -1.219709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 95467 members 
Entering Unmasked Estep 
Score: -12197087.000000 Penalty: 3730.408203
	Iteration 54Q: 3 clusters Score -1.219709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 95471 members 
Entering Unmasked Estep 
Score: -12197093.000000 Penalty: 3730.408203
	Iteration 55Q: 3 clusters Score -1.219709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 95473 members 
Entering Unmasked Estep 
Score: -12197089.000000 Penalty: 3730.408203
	Iteration 56Q: 3 clusters Score -1.219709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 95478 members 
Entering Unmasked Estep 
Score: -12197090.000000 Penalty: 3730.408203
	Iteration 57Q: 3 clusters Score -1.219709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 95485 members 
Entering Unmasked Estep 
Score: -12197088.000000 Penalty: 3730.408203
	Iteration 58Q: 3 clusters Score -1.219709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 95490 members 
Entering Unmasked Estep 
Score: -12197090.000000 Penalty: 3730.408203
	Iteration 59Q: 3 clusters Score -1.219709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 95495 members 
Entering Unmasked Estep 
Score: -12197098.000000 Penalty: 3730.408203
	Iteration 60F: 3 clusters Score -1.21971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 95499 members 
Entering Unmasked Estep 
Score: -12197099.000000 Penalty: 3730.408203
	Iteration 61Q: 3 clusters Score -1.21971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 95502 members 
Entering Unmasked Estep 
Score: -12197097.000000 Penalty: 3730.408203
	Iteration 62Q: 3 clusters Score -1.21971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 95506 members 
Entering Unmasked Estep 
Score: -12197091.000000 Penalty: 3730.408203
	Iteration 63Q: 3 clusters Score -1.219709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 95511 members 
Entering Unmasked Estep 
Score: -12197105.000000 Penalty: 3730.408203
	Iteration 64Q: 3 clusters Score -1.21971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 95514 members 
Entering Unmasked Estep 
Score: -12197109.000000 Penalty: 3730.408203
	Iteration 65Q: 3 clusters Score -1.219711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 95518 members 
Entering Unmasked Estep 
Score: -12197108.000000 Penalty: 3730.408203
	Iteration 66Q: 3 clusters Score -1.219711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 95523 members 
Entering Unmasked Estep 
Score: -12197111.000000 Penalty: 3730.408203
	Iteration 67Q: 3 clusters Score -1.219711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 95523 members 
Entering Unmasked Estep 
Score: -12197110.000000 Penalty: 3730.408203
	Iteration 68Q: 3 clusters Score -1.219711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 95528 members 
Entering Unmasked Estep 
Score: -12197113.000000 Penalty: 3730.408203
	Iteration 69Q: 3 clusters Score -1.219711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 95530 members 
Entering Unmasked Estep 
Score: -12197105.000000 Penalty: 3730.408203
	Iteration 70Q: 3 clusters Score -1.21971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 95530 members 
Entering Unmasked Estep 
Score: -12197105.000000 Penalty: 3730.408203
	Iteration 71F: 3 clusters Score -1.21971e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (91911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91911 members 
Entering Unmasked Estep 
Score: -11621554.000000 Penalty: 1857.143555
	Iteration 0F: 2 clusters Score -1.162155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -11561408.000000 Penalty: 3714.287109
	Iteration 0F: 3 clusters Score -1.156141e+07 nChanged 43933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -11587295.000000 Penalty: 3714.287109
	Iteration 1F: 3 clusters Score -1.15873e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 47540 members 
Entering Unmasked Estep 
Score: -11588277.000000 Penalty: 3714.287109
	Iteration 2Q: 3 clusters Score -1.158828e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 48053 members 
Entering Unmasked Estep 
Score: -11589659.000000 Penalty: 3714.287109
	Iteration 3Q: 3 clusters Score -1.158966e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -11591428.000000 Penalty: 3714.287109
	Iteration 4Q: 3 clusters Score -1.159143e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -11593615.000000 Penalty: 3714.287109
	Iteration 5Q: 3 clusters Score -1.159362e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 50683 members 
Entering Unmasked Estep 
Score: -11596284.000000 Penalty: 3714.287109
	Iteration 6F: 3 clusters Score -1.159628e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 51780 members 
Entering Unmasked Estep 
Score: -11599887.000000 Penalty: 3714.287109
	Iteration 7F: 3 clusters Score -1.159989e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 52525 members 
Entering Unmasked Estep 
Score: -11603731.000000 Penalty: 3714.287109
	Iteration 8F: 3 clusters Score -1.160373e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 52869 members 
Entering Unmasked Estep 
Score: -11607157.000000 Penalty: 3714.287109
	Iteration 9F: 3 clusters Score -1.160716e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -11609060.000000 Penalty: 3714.287109
	Iteration 10Q: 3 clusters Score -1.160906e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 52989 members 
Entering Unmasked Estep 
Score: -11609668.000000 Penalty: 3714.287109
	Iteration 11Q: 3 clusters Score -1.160967e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 53097 members 
Entering Unmasked Estep 
Score: -11609826.000000 Penalty: 3714.287109
	Iteration 12Q: 3 clusters Score -1.160983e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 53272 members 
Entering Unmasked Estep 
Score: -11609944.000000 Penalty: 3714.287109
	Iteration 13Q: 3 clusters Score -1.160994e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 53410 members 
Entering Unmasked Estep 
Score: -11610135.000000 Penalty: 3714.287109
	Iteration 14Q: 3 clusters Score -1.161014e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 53568 members 
Entering Unmasked Estep 
Score: -11610227.000000 Penalty: 3714.287109
	Iteration 15Q: 3 clusters Score -1.161023e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38153 members 
Mstep: Class 2 contains 53758 members 
Entering Unmasked Estep 
Score: -11610375.000000 Penalty: 3714.287109
	Iteration 16Q: 3 clusters Score -1.161038e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 53980 members 
Entering Unmasked Estep 
Score: -11610481.000000 Penalty: 3714.287109
	Iteration 17Q: 3 clusters Score -1.161048e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 54158 members 
Entering Unmasked Estep 
Score: -11610578.000000 Penalty: 3714.287109
	Iteration 18Q: 3 clusters Score -1.161058e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 54390 members 
Entering Unmasked Estep 
Score: -11610631.000000 Penalty: 3714.287109
	Iteration 19Q: 3 clusters Score -1.161063e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 54640 members 
Entering Unmasked Estep 
Score: -11610719.000000 Penalty: 3714.287109
	Iteration 20F: 3 clusters Score -1.161072e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 54874 members 
Entering Unmasked Estep 
Score: -11610838.000000 Penalty: 3714.287109
	Iteration 21Q: 3 clusters Score -1.161084e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 55099 members 
Entering Unmasked Estep 
Score: -11610918.000000 Penalty: 3714.287109
	Iteration 22Q: 3 clusters Score -1.161092e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 55332 members 
Entering Unmasked Estep 
Score: -11610969.000000 Penalty: 3714.287109
	Iteration 23Q: 3 clusters Score -1.161097e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 55580 members 
Entering Unmasked Estep 
Score: -11611003.000000 Penalty: 3714.287109
	Iteration 24Q: 3 clusters Score -1.1611e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 55935 members 
Entering Unmasked Estep 
Score: -11611127.000000 Penalty: 3714.287109
	Iteration 25Q: 3 clusters Score -1.161113e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 56322 members 
Entering Unmasked Estep 
Score: -11611177.000000 Penalty: 3714.287109
	Iteration 26Q: 3 clusters Score -1.161118e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 56740 members 
Entering Unmasked Estep 
Score: -11611315.000000 Penalty: 3714.287109
	Iteration 27Q: 3 clusters Score -1.161132e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 57190 members 
Entering Unmasked Estep 
Score: -11611493.000000 Penalty: 3714.287109
	Iteration 28Q: 3 clusters Score -1.161149e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 57605 members 
Entering Unmasked Estep 
Score: -11611601.000000 Penalty: 3714.287109
	Iteration 29Q: 3 clusters Score -1.16116e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 57990 members 
Entering Unmasked Estep 
Score: -11611787.000000 Penalty: 3714.287109
	Iteration 30Q: 3 clusters Score -1.161179e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 58355 members 
Entering Unmasked Estep 
Score: -11611870.000000 Penalty: 3714.287109
	Iteration 31Q: 3 clusters Score -1.161187e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 58705 members 
Entering Unmasked Estep 
Score: -11612008.000000 Penalty: 3714.287109
	Iteration 32Q: 3 clusters Score -1.161201e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 59070 members 
Entering Unmasked Estep 
Score: -11612121.000000 Penalty: 3714.287109
	Iteration 33Q: 3 clusters Score -1.161212e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 59411 members 
Entering Unmasked Estep 
Score: -11612388.000000 Penalty: 3714.287109
	Iteration 34Q: 3 clusters Score -1.161239e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 59775 members 
Entering Unmasked Estep 
Score: -11612541.000000 Penalty: 3714.287109
	Iteration 35Q: 3 clusters Score -1.161254e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 60114 members 
Entering Unmasked Estep 
Score: -11612576.000000 Penalty: 3714.287109
	Iteration 36Q: 3 clusters Score -1.161258e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 60483 members 
Entering Unmasked Estep 
Score: -11612665.000000 Penalty: 3714.287109
	Iteration 37Q: 3 clusters Score -1.161266e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 60862 members 
Entering Unmasked Estep 
Score: -11612840.000000 Penalty: 3714.287109
	Iteration 38Q: 3 clusters Score -1.161284e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 61249 members 
Entering Unmasked Estep 
Score: -11612923.000000 Penalty: 3714.287109
	Iteration 39Q: 3 clusters Score -1.161292e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 61635 members 
Entering Unmasked Estep 
Score: -11613021.000000 Penalty: 3714.287109
	Iteration 40F: 3 clusters Score -1.161302e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 61978 members 
Entering Unmasked Estep 
Score: -11613133.000000 Penalty: 3714.287109
	Iteration 41Q: 3 clusters Score -1.161313e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 62329 members 
Entering Unmasked Estep 
Score: -11613180.000000 Penalty: 3714.287109
	Iteration 42Q: 3 clusters Score -1.161318e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 62640 members 
Entering Unmasked Estep 
Score: -11613339.000000 Penalty: 3714.287109
	Iteration 43Q: 3 clusters Score -1.161334e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 62913 members 
Entering Unmasked Estep 
Score: -11613414.000000 Penalty: 3714.287109
	Iteration 44Q: 3 clusters Score -1.161341e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 63162 members 
Entering Unmasked Estep 
Score: -11613494.000000 Penalty: 3714.287109
	Iteration 45Q: 3 clusters Score -1.161349e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 63424 members 
Entering Unmasked Estep 
Score: -11613556.000000 Penalty: 3714.287109
	Iteration 46Q: 3 clusters Score -1.161356e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 63704 members 
Entering Unmasked Estep 
Score: -11613616.000000 Penalty: 3714.287109
	Iteration 47Q: 3 clusters Score -1.161362e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 63952 members 
Entering Unmasked Estep 
Score: -11613676.000000 Penalty: 3714.287109
	Iteration 48Q: 3 clusters Score -1.161368e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 64175 members 
Entering Unmasked Estep 
Score: -11613751.000000 Penalty: 3714.287109
	Iteration 49Q: 3 clusters Score -1.161375e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 64399 members 
Entering Unmasked Estep 
Score: -11613810.000000 Penalty: 3714.287109
	Iteration 50Q: 3 clusters Score -1.161381e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 64587 members 
Entering Unmasked Estep 
Score: -11613849.000000 Penalty: 3714.287109
	Iteration 51Q: 3 clusters Score -1.161385e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 64788 members 
Entering Unmasked Estep 
Score: -11613931.000000 Penalty: 3714.287109
	Iteration 52Q: 3 clusters Score -1.161393e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 64981 members 
Entering Unmasked Estep 
Score: -11613924.000000 Penalty: 3714.287109
	Iteration 53Q: 3 clusters Score -1.161392e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 65160 members 
Entering Unmasked Estep 
Score: -11613998.000000 Penalty: 3714.287109
	Iteration 54Q: 3 clusters Score -1.1614e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 65324 members 
Entering Unmasked Estep 
Score: -11614018.000000 Penalty: 3714.287109
	Iteration 55Q: 3 clusters Score -1.161402e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 65487 members 
Entering Unmasked Estep 
Score: -11614035.000000 Penalty: 3714.287109
	Iteration 56Q: 3 clusters Score -1.161404e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 65678 members 
Entering Unmasked Estep 
Score: -11614096.000000 Penalty: 3714.287109
	Iteration 57Q: 3 clusters Score -1.16141e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 65872 members 
Entering Unmasked Estep 
Score: -11614120.000000 Penalty: 3714.287109
	Iteration 58Q: 3 clusters Score -1.161412e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 66036 members 
Entering Unmasked Estep 
Score: -11614124.000000 Penalty: 3714.287109
	Iteration 59Q: 3 clusters Score -1.161412e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 66197 members 
Entering Unmasked Estep 
Score: -11614176.000000 Penalty: 3714.287109
	Iteration 60F: 3 clusters Score -1.161418e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 66372 members 
Entering Unmasked Estep 
Score: -11614225.000000 Penalty: 3714.287109
	Iteration 61Q: 3 clusters Score -1.161422e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 66564 members 
Entering Unmasked Estep 
Score: -11614249.000000 Penalty: 3714.287109
	Iteration 62Q: 3 clusters Score -1.161425e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 66739 members 
Entering Unmasked Estep 
Score: -11614245.000000 Penalty: 3714.287109
	Iteration 63Q: 3 clusters Score -1.161424e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 66859 members 
Entering Unmasked Estep 
Score: -11614253.000000 Penalty: 3714.287109
	Iteration 64Q: 3 clusters Score -1.161425e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 66995 members 
Entering Unmasked Estep 
Score: -11614277.000000 Penalty: 3714.287109
	Iteration 65Q: 3 clusters Score -1.161428e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 67118 members 
Entering Unmasked Estep 
Score: -11614321.000000 Penalty: 3714.287109
	Iteration 66Q: 3 clusters Score -1.161432e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 67248 members 
Entering Unmasked Estep 
Score: -11614298.000000 Penalty: 3714.287109
	Iteration 67Q: 3 clusters Score -1.16143e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 67356 members 
Entering Unmasked Estep 
Score: -11614312.000000 Penalty: 3714.287109
	Iteration 68Q: 3 clusters Score -1.161431e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 67455 members 
Entering Unmasked Estep 
Score: -11614308.000000 Penalty: 3714.287109
	Iteration 69Q: 3 clusters Score -1.161431e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 67553 members 
Entering Unmasked Estep 
Score: -11614330.000000 Penalty: 3714.287109
	Iteration 70Q: 3 clusters Score -1.161433e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 67627 members 
Entering Unmasked Estep 
Score: -11614356.000000 Penalty: 3714.287109
	Iteration 71Q: 3 clusters Score -1.161436e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 67697 members 
Entering Unmasked Estep 
Score: -11614370.000000 Penalty: 3714.287109
	Iteration 72Q: 3 clusters Score -1.161437e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 67752 members 
Entering Unmasked Estep 
Score: -11614384.000000 Penalty: 3714.287109
	Iteration 73Q: 3 clusters Score -1.161438e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 67813 members 
Entering Unmasked Estep 
Score: -11614381.000000 Penalty: 3714.287109
	Iteration 74Q: 3 clusters Score -1.161438e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 67872 members 
Entering Unmasked Estep 
Score: -11614370.000000 Penalty: 3714.287109
	Iteration 75Q: 3 clusters Score -1.161437e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 67928 members 
Entering Unmasked Estep 
Score: -11614409.000000 Penalty: 3714.287109
	Iteration 76Q: 3 clusters Score -1.161441e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 68016 members 
Entering Unmasked Estep 
Score: -11614422.000000 Penalty: 3714.287109
	Iteration 77Q: 3 clusters Score -1.161442e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 68119 members 
Entering Unmasked Estep 
Score: -11614433.000000 Penalty: 3714.287109
	Iteration 78Q: 3 clusters Score -1.161443e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 68210 members 
Entering Unmasked Estep 
Score: -11614469.000000 Penalty: 3714.287109
	Iteration 79Q: 3 clusters Score -1.161447e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 68309 members 
Entering Unmasked Estep 
Score: -11614474.000000 Penalty: 3714.287109
	Iteration 80F: 3 clusters Score -1.161447e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 68396 members 
Entering Unmasked Estep 
Score: -11614495.000000 Penalty: 3714.287109
	Iteration 81Q: 3 clusters Score -1.16145e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 68466 members 
Entering Unmasked Estep 
Score: -11614500.000000 Penalty: 3714.287109
	Iteration 82Q: 3 clusters Score -1.16145e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 68520 members 
Entering Unmasked Estep 
Score: -11614527.000000 Penalty: 3714.287109
	Iteration 83Q: 3 clusters Score -1.161453e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 68572 members 
Entering Unmasked Estep 
Score: -11614549.000000 Penalty: 3714.287109
	Iteration 84Q: 3 clusters Score -1.161455e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 68627 members 
Entering Unmasked Estep 
Score: -11614569.000000 Penalty: 3714.287109
	Iteration 85Q: 3 clusters Score -1.161457e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 68675 members 
Entering Unmasked Estep 
Score: -11614575.000000 Penalty: 3714.287109
	Iteration 86Q: 3 clusters Score -1.161458e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 68711 members 
Entering Unmasked Estep 
Score: -11614604.000000 Penalty: 3714.287109
	Iteration 87Q: 3 clusters Score -1.16146e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 68733 members 
Entering Unmasked Estep 
Score: -11614603.000000 Penalty: 3714.287109
	Iteration 88Q: 3 clusters Score -1.16146e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 68761 members 
Entering Unmasked Estep 
Score: -11614608.000000 Penalty: 3714.287109
	Iteration 89Q: 3 clusters Score -1.161461e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 68778 members 
Entering Unmasked Estep 
Score: -11614624.000000 Penalty: 3714.287109
	Iteration 90Q: 3 clusters Score -1.161462e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 68800 members 
Entering Unmasked Estep 
Score: -11614612.000000 Penalty: 3714.287109
	Iteration 91Q: 3 clusters Score -1.161461e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 68829 members 
Entering Unmasked Estep 
Score: -11614625.000000 Penalty: 3714.287109
	Iteration 92Q: 3 clusters Score -1.161462e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 68855 members 
Entering Unmasked Estep 
Score: -11614636.000000 Penalty: 3714.287109
	Iteration 93Q: 3 clusters Score -1.161464e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 68879 members 
Entering Unmasked Estep 
Score: -11614658.000000 Penalty: 3714.287109
	Iteration 94Q: 3 clusters Score -1.161466e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 68902 members 
Entering Unmasked Estep 
Score: -11614650.000000 Penalty: 3714.287109
	Iteration 95Q: 3 clusters Score -1.161465e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 68916 members 
Entering Unmasked Estep 
Score: -11614655.000000 Penalty: 3714.287109
	Iteration 96Q: 3 clusters Score -1.161466e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 68931 members 
Entering Unmasked Estep 
Score: -11614655.000000 Penalty: 3714.287109
	Iteration 97Q: 3 clusters Score -1.161466e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 68940 members 
Entering Unmasked Estep 
Score: -11614643.000000 Penalty: 3714.287109
	Iteration 98Q: 3 clusters Score -1.161464e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 68941 members 
Entering Unmasked Estep 
Score: -11614654.000000 Penalty: 3714.287109
	Iteration 99Q: 3 clusters Score -1.161465e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 68941 members 
Entering Unmasked Estep 
Score: -11614653.000000 Penalty: 3714.287109
	Iteration 100F: 3 clusters Score -1.161465e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 68945 members 
Entering Unmasked Estep 
Score: -11614658.000000 Penalty: 3714.287109
	Iteration 101Q: 3 clusters Score -1.161466e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 68945 members 
Entering Unmasked Estep 
Score: -11614644.000000 Penalty: 3714.287109
	Iteration 102Q: 3 clusters Score -1.161464e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 68954 members 
Entering Unmasked Estep 
Score: -11614643.000000 Penalty: 3714.287109
	Iteration 103Q: 3 clusters Score -1.161464e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 68954 members 
Entering Unmasked Estep 
Score: -11614648.000000 Penalty: 3714.287109
	Iteration 104Q: 3 clusters Score -1.161465e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 68962 members 
Entering Unmasked Estep 
Score: -11614656.000000 Penalty: 3714.287109
	Iteration 105Q: 3 clusters Score -1.161466e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 68967 members 
Entering Unmasked Estep 
Score: -11614646.000000 Penalty: 3714.287109
	Iteration 106Q: 3 clusters Score -1.161465e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 68969 members 
Entering Unmasked Estep 
Score: -11614639.000000 Penalty: 3714.287109
	Iteration 107Q: 3 clusters Score -1.161464e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 68977 members 
Entering Unmasked Estep 
Score: -11614656.000000 Penalty: 3714.287109
	Iteration 108Q: 3 clusters Score -1.161466e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 68983 members 
Entering Unmasked Estep 
Score: -11614665.000000 Penalty: 3714.287109
	Iteration 109Q: 3 clusters Score -1.161466e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 68988 members 
Entering Unmasked Estep 
Score: -11614660.000000 Penalty: 3714.287109
	Iteration 110Q: 3 clusters Score -1.161466e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 68987 members 
Entering Unmasked Estep 
Score: -11614650.000000 Penalty: 3714.287109
	Iteration 111Q: 3 clusters Score -1.161465e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 68991 members 
Entering Unmasked Estep 
Score: -11614641.000000 Penalty: 3714.287109
	Iteration 112Q: 3 clusters Score -1.161464e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 68993 members 
Entering Unmasked Estep 
Score: -11614652.000000 Penalty: 3714.287109
	Iteration 113Q: 3 clusters Score -1.161465e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 69000 members 
Entering Unmasked Estep 
Score: -11614656.000000 Penalty: 3714.287109
	Iteration 114Q: 3 clusters Score -1.161466e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 69009 members 
Entering Unmasked Estep 
Score: -11614654.000000 Penalty: 3714.287109
	Iteration 115Q: 3 clusters Score -1.161465e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 69020 members 
Entering Unmasked Estep 
Score: -11614636.000000 Penalty: 3714.287109
	Iteration 116Q: 3 clusters Score -1.161464e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 69039 members 
Entering Unmasked Estep 
Score: -11614640.000000 Penalty: 3714.287109
	Iteration 117Q: 3 clusters Score -1.161464e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 69064 members 
Entering Unmasked Estep 
Score: -11614655.000000 Penalty: 3714.287109
	Iteration 118Q: 3 clusters Score -1.161466e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 69094 members 
Entering Unmasked Estep 
Score: -11614655.000000 Penalty: 3714.287109
	Iteration 119Q: 3 clusters Score -1.161466e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 69117 members 
Entering Unmasked Estep 
Score: -11614657.000000 Penalty: 3714.287109
	Iteration 120F: 3 clusters Score -1.161466e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 69139 members 
Entering Unmasked Estep 
Score: -11614665.000000 Penalty: 3714.287109
	Iteration 121Q: 3 clusters Score -1.161466e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 69157 members 
Entering Unmasked Estep 
Score: -11614661.000000 Penalty: 3714.287109
	Iteration 122Q: 3 clusters Score -1.161466e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 69162 members 
Entering Unmasked Estep 
Score: -11614671.000000 Penalty: 3714.287109
	Iteration 123Q: 3 clusters Score -1.161467e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 69163 members 
Entering Unmasked Estep 
Score: -11614671.000000 Penalty: 3714.287109
	Iteration 124Q: 3 clusters Score -1.161467e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 69160 members 
Entering Unmasked Estep 
Score: -11614671.000000 Penalty: 3714.287109
	Iteration 125Q: 3 clusters Score -1.161467e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 69165 members 
Entering Unmasked Estep 
Score: -11614669.000000 Penalty: 3714.287109
	Iteration 126Q: 3 clusters Score -1.161467e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 69172 members 
Entering Unmasked Estep 
Score: -11614674.000000 Penalty: 3714.287109
	Iteration 127Q: 3 clusters Score -1.161467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 69180 members 
Entering Unmasked Estep 
Score: -11614681.000000 Penalty: 3714.287109
	Iteration 128Q: 3 clusters Score -1.161468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 69187 members 
Entering Unmasked Estep 
Score: -11614671.000000 Penalty: 3714.287109
	Iteration 129Q: 3 clusters Score -1.161467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 69190 members 
Entering Unmasked Estep 
Score: -11614678.000000 Penalty: 3714.287109
	Iteration 130Q: 3 clusters Score -1.161468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 69189 members 
Entering Unmasked Estep 
Score: -11614683.000000 Penalty: 3714.287109
	Iteration 131Q: 3 clusters Score -1.161468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 69190 members 
Entering Unmasked Estep 
Score: -11614681.000000 Penalty: 3714.287109
	Iteration 132Q: 3 clusters Score -1.161468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 69191 members 
Entering Unmasked Estep 
Score: -11614680.000000 Penalty: 3714.287109
	Iteration 133Q: 3 clusters Score -1.161468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 69195 members 
Entering Unmasked Estep 
Score: -11614672.000000 Penalty: 3714.287109
	Iteration 134Q: 3 clusters Score -1.161467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 69196 members 
Entering Unmasked Estep 
Score: -11614669.000000 Penalty: 3714.287109
	Iteration 135Q: 3 clusters Score -1.161467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 69199 members 
Entering Unmasked Estep 
Score: -11614667.000000 Penalty: 3714.287109
	Iteration 136Q: 3 clusters Score -1.161467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 69202 members 
Entering Unmasked Estep 
Score: -11614674.000000 Penalty: 3714.287109
	Iteration 137Q: 3 clusters Score -1.161467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 69209 members 
Entering Unmasked Estep 
Score: -11614664.000000 Penalty: 3714.287109
	Iteration 138Q: 3 clusters Score -1.161466e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 69218 members 
Entering Unmasked Estep 
Score: -11614677.000000 Penalty: 3714.287109
	Iteration 139Q: 3 clusters Score -1.161468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 69221 members 
Entering Unmasked Estep 
Score: -11614679.000000 Penalty: 3714.287109
	Iteration 140F: 3 clusters Score -1.161468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 69221 members 
Entering Unmasked Estep 
Score: -11614671.000000 Penalty: 3714.287109
	Iteration 141Q: 3 clusters Score -1.161467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 69222 members 
Entering Unmasked Estep 
Score: -11614673.000000 Penalty: 3714.287109
	Iteration 142Q: 3 clusters Score -1.161467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 69227 members 
Entering Unmasked Estep 
Score: -11614684.000000 Penalty: 3714.287109
	Iteration 143Q: 3 clusters Score -1.161468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 69231 members 
Entering Unmasked Estep 
Score: -11614683.000000 Penalty: 3714.287109
	Iteration 144Q: 3 clusters Score -1.161468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 69238 members 
Entering Unmasked Estep 
Score: -11614684.000000 Penalty: 3714.287109
	Iteration 145Q: 3 clusters Score -1.161468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 69240 members 
Entering Unmasked Estep 
Score: -11614679.000000 Penalty: 3714.287109
	Iteration 146Q: 3 clusters Score -1.161468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 69242 members 
Entering Unmasked Estep 
Score: -11614688.000000 Penalty: 3714.287109
	Iteration 147Q: 3 clusters Score -1.161469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 69242 members 
Entering Unmasked Estep 
Score: -11614694.000000 Penalty: 3714.287109
	Iteration 148Q: 3 clusters Score -1.161469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 69242 members 
Entering Unmasked Estep 
Score: -11614697.000000 Penalty: 3714.287109
	Iteration 149Q: 3 clusters Score -1.16147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 69242 members 
Entering Unmasked Estep 
Score: -11614701.000000 Penalty: 3714.287109
	Iteration 150Q: 3 clusters Score -1.16147e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 69242 members 
Entering Unmasked Estep 
Score: -11614701.000000 Penalty: 3714.287109
	Iteration 151F: 3 clusters Score -1.16147e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -113255.859375 Penalty: 1140.781006
	Iteration 0F: 2 clusters Score -113255.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -111729.328125 Penalty: 2281.562012
	Iteration 0F: 3 clusters Score -111729.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -112085.343750 Penalty: 2281.562012
	Iteration 1F: 3 clusters Score -112085.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -112335.773438 Penalty: 2281.562012
	Iteration 2F: 3 clusters Score -112335.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -112599.328125 Penalty: 2281.562012
	Iteration 3F: 3 clusters Score -112599.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -112854.406250 Penalty: 2281.562012
	Iteration 4F: 3 clusters Score -112854.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -113140.945312 Penalty: 2281.562012
	Iteration 5F: 3 clusters Score -113140.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -113307.875000 Penalty: 2281.562012
	Iteration 6F: 3 clusters Score -113307.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -113376.492188 Penalty: 2281.562012
	Iteration 7Q: 3 clusters Score -113376.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -113431.210938 Penalty: 2281.562012
	Iteration 8Q: 3 clusters Score -113431.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -113460.335938 Penalty: 2281.562012
	Iteration 9Q: 3 clusters Score -113460.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -113475.632812 Penalty: 2281.562012
	Iteration 10Q: 3 clusters Score -113475.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -113487.273438 Penalty: 2281.562012
	Iteration 11Q: 3 clusters Score -113487.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -113494.523438 Penalty: 2281.562012
	Iteration 12Q: 3 clusters Score -113494.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -113507.734375 Penalty: 2281.562012
	Iteration 13Q: 3 clusters Score -113507.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -113522.507812 Penalty: 2281.562012
	Iteration 14Q: 3 clusters Score -113522.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -113531.656250 Penalty: 2281.562012
	Iteration 15Q: 3 clusters Score -113531.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -113537.304688 Penalty: 2281.562012
	Iteration 16Q: 3 clusters Score -113537.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -113542.773438 Penalty: 2281.562012
	Iteration 17Q: 3 clusters Score -113542.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -113548.476562 Penalty: 2281.562012
	Iteration 18Q: 3 clusters Score -113548.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -113554.859375 Penalty: 2281.562012
	Iteration 19Q: 3 clusters Score -113554.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -113558.867188 Penalty: 2281.562012
	Iteration 20F: 3 clusters Score -113558.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -113559.578125 Penalty: 2281.562012
	Iteration 21Q: 3 clusters Score -113559.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -113559.578125 Penalty: 2281.562012
	Iteration 22F: 3 clusters Score -113559.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 105966 members 
Mstep: Class 2 contains 11542 members 
Mstep: Class 3 contains 6959 members 
Mstep: Class 4 contains 115125 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6862 members 
Mstep: Class 8 contains 9686 members 
Mstep: Class 9 contains 91330 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 11 contains 103271 members 
Mstep: Class 12 contains 96585 members 
Mstep: Class 13 contains 91911 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 3113 members 
Mstep: Class 16 contains 86485 members 
Mstep: Class 17 contains 23411 members 
Mstep: Class 18 contains 14379 members 
Mstep: Class 19 contains 2782 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7869 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 570 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4739 members 
Mstep: Class 26 contains 21427 members 
Mstep: Class 27 contains 6628 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9433 members 
Mstep: Class 30 contains 34938 members 
Mstep: Class 31 contains 23754 members 
Mstep: Class 32 contains 1973 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2999 members 
Mstep: Class 35 contains 17628 members 
Mstep: Class 36 contains 6491 members 
Mstep: Class 37 contains 424 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 380 members 
Mstep: Class 40 contains 1125 members 
Mstep: Class 41 contains 596 members 
Entering Unmasked Estep 
Score: -111786288.000000 Penalty: 91479.007812
Splitting cluster 14 changes total score from -111786968.000000 to -111786288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (3113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Entering Unmasked Estep 
Score: -389971.718750 Penalty: 1307.043213
	Iteration 0F: 2 clusters Score -389971.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -387139.968750 Penalty: 2614.086426
	Iteration 0F: 3 clusters Score -387140 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -387847.031250 Penalty: 2614.086426
	Iteration 1F: 3 clusters Score -387847 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -388000.218750 Penalty: 2614.086426
	Iteration 2F: 3 clusters Score -388000.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -388087.187500 Penalty: 2614.086426
	Iteration 3F: 3 clusters Score -388087.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -388144.343750 Penalty: 2614.086426
	Iteration 4Q: 3 clusters Score -388144.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -388197.062500 Penalty: 2614.086426
	Iteration 5Q: 3 clusters Score -388197.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -388238.156250 Penalty: 2614.086426
	Iteration 6Q: 3 clusters Score -388238.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -388271.656250 Penalty: 2614.086426
	Iteration 7Q: 3 clusters Score -388271.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -388300.500000 Penalty: 2614.086426
	Iteration 8Q: 3 clusters Score -388300.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -388321.000000 Penalty: 2614.086426
	Iteration 9Q: 3 clusters Score -388321 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -388335.500000 Penalty: 2614.086426
	Iteration 10Q: 3 clusters Score -388335.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -388344.531250 Penalty: 2614.086426
	Iteration 11Q: 3 clusters Score -388344.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -388349.656250 Penalty: 2614.086426
	Iteration 12Q: 3 clusters Score -388349.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -388352.312500 Penalty: 2614.086426
	Iteration 13Q: 3 clusters Score -388352.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -388355.875000 Penalty: 2614.086426
	Iteration 14Q: 3 clusters Score -388355.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -388358.406250 Penalty: 2614.086426
	Iteration 15Q: 3 clusters Score -388358.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -388360.500000 Penalty: 2614.086426
	Iteration 16Q: 3 clusters Score -388360.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -388363.437500 Penalty: 2614.086426
	Iteration 17Q: 3 clusters Score -388363.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -388365.968750 Penalty: 2614.086426
	Iteration 18Q: 3 clusters Score -388366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -388368.093750 Penalty: 2614.086426
	Iteration 19Q: 3 clusters Score -388368.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -388368.031250 Penalty: 2614.086426
	Iteration 20F: 3 clusters Score -388368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -388368.750000 Penalty: 2614.086426
	Iteration 21Q: 3 clusters Score -388368.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -388368.406250 Penalty: 2614.086426
	Iteration 22Q: 3 clusters Score -388368.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -388368.843750 Penalty: 2614.086426
	Iteration 23Q: 3 clusters Score -388368.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -388369.906250 Penalty: 2614.086426
	Iteration 24Q: 3 clusters Score -388369.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -388370.343750 Penalty: 2614.086426
	Iteration 25Q: 3 clusters Score -388370.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -388370.812500 Penalty: 2614.086426
	Iteration 26Q: 3 clusters Score -388370.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -388372.375000 Penalty: 2614.086426
	Iteration 27Q: 3 clusters Score -388372.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -388374.250000 Penalty: 2614.086426
	Iteration 28Q: 3 clusters Score -388374.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -388374.937500 Penalty: 2614.086426
	Iteration 29Q: 3 clusters Score -388374.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -388376.281250 Penalty: 2614.086426
	Iteration 30Q: 3 clusters Score -388376.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -388377.625000 Penalty: 2614.086426
	Iteration 31Q: 3 clusters Score -388377.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -388379.500000 Penalty: 2614.086426
	Iteration 32Q: 3 clusters Score -388379.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -388382.187500 Penalty: 2614.086426
	Iteration 33Q: 3 clusters Score -388382.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -388384.531250 Penalty: 2614.086426
	Iteration 34Q: 3 clusters Score -388384.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -388388.156250 Penalty: 2614.086426
	Iteration 35Q: 3 clusters Score -388388.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -388390.531250 Penalty: 2614.086426
	Iteration 36Q: 3 clusters Score -388390.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -388393.468750 Penalty: 2614.086426
	Iteration 37Q: 3 clusters Score -388393.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -388396.156250 Penalty: 2614.086426
	Iteration 38Q: 3 clusters Score -388396.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -388398.437500 Penalty: 2614.086426
	Iteration 39Q: 3 clusters Score -388398.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -388400.812500 Penalty: 2614.086426
	Iteration 40F: 3 clusters Score -388400.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -388401.687500 Penalty: 2614.086426
	Iteration 41Q: 3 clusters Score -388401.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -388402.500000 Penalty: 2614.086426
	Iteration 42Q: 3 clusters Score -388402.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -388404.031250 Penalty: 2614.086426
	Iteration 43Q: 3 clusters Score -388404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -388405.437500 Penalty: 2614.086426
	Iteration 44Q: 3 clusters Score -388405.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -388406.406250 Penalty: 2614.086426
	Iteration 45Q: 3 clusters Score -388406.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -388406.843750 Penalty: 2614.086426
	Iteration 46Q: 3 clusters Score -388406.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -388407.156250 Penalty: 2614.086426
	Iteration 47Q: 3 clusters Score -388407.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -388409.875000 Penalty: 2614.086426
	Iteration 48Q: 3 clusters Score -388409.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -388412.437500 Penalty: 2614.086426
	Iteration 49Q: 3 clusters Score -388412.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -388416.312500 Penalty: 2614.086426
	Iteration 50Q: 3 clusters Score -388416.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -388417.906250 Penalty: 2614.086426
	Iteration 51Q: 3 clusters Score -388417.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -388421.625000 Penalty: 2614.086426
	Iteration 52Q: 3 clusters Score -388421.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -388424.656250 Penalty: 2614.086426
	Iteration 53Q: 3 clusters Score -388424.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -388426.500000 Penalty: 2614.086426
	Iteration 54Q: 3 clusters Score -388426.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -388428.062500 Penalty: 2614.086426
	Iteration 55Q: 3 clusters Score -388428.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -388429.375000 Penalty: 2614.086426
	Iteration 56Q: 3 clusters Score -388429.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -388430.562500 Penalty: 2614.086426
	Iteration 57Q: 3 clusters Score -388430.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -388434.593750 Penalty: 2614.086426
	Iteration 58Q: 3 clusters Score -388434.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -388436.937500 Penalty: 2614.086426
	Iteration 59Q: 3 clusters Score -388436.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -388439.781250 Penalty: 2614.086426
	Iteration 60F: 3 clusters Score -388439.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -388442.031250 Penalty: 2614.086426
	Iteration 61Q: 3 clusters Score -388442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -388448.000000 Penalty: 2614.086426
	Iteration 62Q: 3 clusters Score -388448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -388454.531250 Penalty: 2614.086426
	Iteration 63Q: 3 clusters Score -388454.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -388462.750000 Penalty: 2614.086426
	Iteration 64Q: 3 clusters Score -388462.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -388472.250000 Penalty: 2614.086426
	Iteration 65Q: 3 clusters Score -388472.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -388480.500000 Penalty: 2614.086426
	Iteration 66Q: 3 clusters Score -388480.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -388493.843750 Penalty: 2614.086426
	Iteration 67Q: 3 clusters Score -388493.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -388504.437500 Penalty: 2614.086426
	Iteration 68Q: 3 clusters Score -388504.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -388515.406250 Penalty: 2614.086426
	Iteration 69Q: 3 clusters Score -388515.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -388528.718750 Penalty: 2614.086426
	Iteration 70Q: 3 clusters Score -388528.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -388536.218750 Penalty: 2614.086426
	Iteration 71Q: 3 clusters Score -388536.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -388544.468750 Penalty: 2614.086426
	Iteration 72Q: 3 clusters Score -388544.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -388548.562500 Penalty: 2614.086426
	Iteration 73Q: 3 clusters Score -388548.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -388552.500000 Penalty: 2614.086426
	Iteration 74Q: 3 clusters Score -388552.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -388558.406250 Penalty: 2614.086426
	Iteration 75Q: 3 clusters Score -388558.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -388562.625000 Penalty: 2614.086426
	Iteration 76Q: 3 clusters Score -388562.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -388564.656250 Penalty: 2614.086426
	Iteration 77Q: 3 clusters Score -388564.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -388568.812500 Penalty: 2614.086426
	Iteration 78Q: 3 clusters Score -388568.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -388574.500000 Penalty: 2614.086426
	Iteration 79Q: 3 clusters Score -388574.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -388581.031250 Penalty: 2614.086426
	Iteration 80F: 3 clusters Score -388581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -388583.187500 Penalty: 2614.086426
	Iteration 81Q: 3 clusters Score -388583.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -388586.093750 Penalty: 2614.086426
	Iteration 82Q: 3 clusters Score -388586.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -388588.468750 Penalty: 2614.086426
	Iteration 83Q: 3 clusters Score -388588.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -388589.468750 Penalty: 2614.086426
	Iteration 84Q: 3 clusters Score -388589.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -388590.500000 Penalty: 2614.086426
	Iteration 85Q: 3 clusters Score -388590.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -388593.031250 Penalty: 2614.086426
	Iteration 86Q: 3 clusters Score -388593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -388593.093750 Penalty: 2614.086426
	Iteration 87Q: 3 clusters Score -388593.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -388594.000000 Penalty: 2614.086426
	Iteration 88Q: 3 clusters Score -388594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -388594.000000 Penalty: 2614.086426
	Iteration 89F: 3 clusters Score -388594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (86485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86485 members 
Entering Unmasked Estep 
Score: -10754879.000000 Penalty: 1847.255493
	Iteration 0F: 2 clusters Score -1.075488e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -10697403.000000 Penalty: 3694.510986
	Iteration 0F: 3 clusters Score -1.06974e+07 nChanged 41319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 47594 members 
Entering Unmasked Estep 
Score: -10721795.000000 Penalty: 3694.510986
	Iteration 1F: 3 clusters Score -1.07218e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 49594 members 
Entering Unmasked Estep 
Score: -10723437.000000 Penalty: 3694.510986
	Iteration 2Q: 3 clusters Score -1.072344e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 52336 members 
Entering Unmasked Estep 
Score: -10725736.000000 Penalty: 3694.510986
	Iteration 3F: 3 clusters Score -1.072574e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 55958 members 
Entering Unmasked Estep 
Score: -10728920.000000 Penalty: 3694.510986
	Iteration 4F: 3 clusters Score -1.072892e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 60234 members 
Entering Unmasked Estep 
Score: -10733136.000000 Penalty: 3694.510986
	Iteration 5F: 3 clusters Score -1.073314e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 64702 members 
Entering Unmasked Estep 
Score: -10738169.000000 Penalty: 3694.510986
	Iteration 6F: 3 clusters Score -1.073817e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 68569 members 
Entering Unmasked Estep 
Score: -10742989.000000 Penalty: 3694.510986
	Iteration 7F: 3 clusters Score -1.074299e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 71339 members 
Entering Unmasked Estep 
Score: -10746919.000000 Penalty: 3694.510986
	Iteration 8Q: 3 clusters Score -1.074692e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 73134 members 
Entering Unmasked Estep 
Score: -10749202.000000 Penalty: 3694.510986
	Iteration 9Q: 3 clusters Score -1.07492e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 74460 members 
Entering Unmasked Estep 
Score: -10750332.000000 Penalty: 3694.510986
	Iteration 10Q: 3 clusters Score -1.075033e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 75633 members 
Entering Unmasked Estep 
Score: -10750965.000000 Penalty: 3694.510986
	Iteration 11Q: 3 clusters Score -1.075096e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 76651 members 
Entering Unmasked Estep 
Score: -10751382.000000 Penalty: 3694.510986
	Iteration 12Q: 3 clusters Score -1.075138e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 77571 members 
Entering Unmasked Estep 
Score: -10751665.000000 Penalty: 3694.510986
	Iteration 13Q: 3 clusters Score -1.075166e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 78408 members 
Entering Unmasked Estep 
Score: -10751947.000000 Penalty: 3694.510986
	Iteration 14Q: 3 clusters Score -1.075195e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 79159 members 
Entering Unmasked Estep 
Score: -10752221.000000 Penalty: 3694.510986
	Iteration 15Q: 3 clusters Score -1.075222e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 79810 members 
Entering Unmasked Estep 
Score: -10752438.000000 Penalty: 3694.510986
	Iteration 16Q: 3 clusters Score -1.075244e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 80411 members 
Entering Unmasked Estep 
Score: -10752665.000000 Penalty: 3694.510986
	Iteration 17Q: 3 clusters Score -1.075266e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 80940 members 
Entering Unmasked Estep 
Score: -10752840.000000 Penalty: 3694.510986
	Iteration 18Q: 3 clusters Score -1.075284e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 81376 members 
Entering Unmasked Estep 
Score: -10752956.000000 Penalty: 3694.510986
	Iteration 19Q: 3 clusters Score -1.075296e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 81755 members 
Entering Unmasked Estep 
Score: -10753074.000000 Penalty: 3694.510986
	Iteration 20F: 3 clusters Score -1.075307e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 82078 members 
Entering Unmasked Estep 
Score: -10753180.000000 Penalty: 3694.510986
	Iteration 21Q: 3 clusters Score -1.075318e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 82366 members 
Entering Unmasked Estep 
Score: -10753284.000000 Penalty: 3694.510986
	Iteration 22Q: 3 clusters Score -1.075328e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 82598 members 
Entering Unmasked Estep 
Score: -10753327.000000 Penalty: 3694.510986
	Iteration 23Q: 3 clusters Score -1.075333e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 82809 members 
Entering Unmasked Estep 
Score: -10753379.000000 Penalty: 3694.510986
	Iteration 24Q: 3 clusters Score -1.075338e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 82973 members 
Entering Unmasked Estep 
Score: -10753421.000000 Penalty: 3694.510986
	Iteration 25Q: 3 clusters Score -1.075342e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 83113 members 
Entering Unmasked Estep 
Score: -10753437.000000 Penalty: 3694.510986
	Iteration 26Q: 3 clusters Score -1.075344e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 83227 members 
Entering Unmasked Estep 
Score: -10753434.000000 Penalty: 3694.510986
	Iteration 27Q: 3 clusters Score -1.075343e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 83323 members 
Entering Unmasked Estep 
Score: -10753478.000000 Penalty: 3694.510986
	Iteration 28Q: 3 clusters Score -1.075348e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 83386 members 
Entering Unmasked Estep 
Score: -10753471.000000 Penalty: 3694.510986
	Iteration 29Q: 3 clusters Score -1.075347e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 83448 members 
Entering Unmasked Estep 
Score: -10753505.000000 Penalty: 3694.510986
	Iteration 30Q: 3 clusters Score -1.07535e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 83515 members 
Entering Unmasked Estep 
Score: -10753526.000000 Penalty: 3694.510986
	Iteration 31Q: 3 clusters Score -1.075353e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 83585 members 
Entering Unmasked Estep 
Score: -10753529.000000 Penalty: 3694.510986
	Iteration 32Q: 3 clusters Score -1.075353e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 83647 members 
Entering Unmasked Estep 
Score: -10753531.000000 Penalty: 3694.510986
	Iteration 33Q: 3 clusters Score -1.075353e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 83716 members 
Entering Unmasked Estep 
Score: -10753550.000000 Penalty: 3694.510986
	Iteration 34Q: 3 clusters Score -1.075355e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 83770 members 
Entering Unmasked Estep 
Score: -10753551.000000 Penalty: 3694.510986
	Iteration 35Q: 3 clusters Score -1.075355e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 83833 members 
Entering Unmasked Estep 
Score: -10753568.000000 Penalty: 3694.510986
	Iteration 36Q: 3 clusters Score -1.075357e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 83891 members 
Entering Unmasked Estep 
Score: -10753585.000000 Penalty: 3694.510986
	Iteration 37Q: 3 clusters Score -1.075358e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 83932 members 
Entering Unmasked Estep 
Score: -10753598.000000 Penalty: 3694.510986
	Iteration 38Q: 3 clusters Score -1.07536e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 83973 members 
Entering Unmasked Estep 
Score: -10753603.000000 Penalty: 3694.510986
	Iteration 39Q: 3 clusters Score -1.07536e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 84020 members 
Entering Unmasked Estep 
Score: -10753607.000000 Penalty: 3694.510986
	Iteration 40F: 3 clusters Score -1.075361e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 84048 members 
Entering Unmasked Estep 
Score: -10753605.000000 Penalty: 3694.510986
	Iteration 41Q: 3 clusters Score -1.07536e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 84074 members 
Entering Unmasked Estep 
Score: -10753607.000000 Penalty: 3694.510986
	Iteration 42Q: 3 clusters Score -1.075361e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 84104 members 
Entering Unmasked Estep 
Score: -10753607.000000 Penalty: 3694.510986
	Iteration 43Q: 3 clusters Score -1.075361e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 84129 members 
Entering Unmasked Estep 
Score: -10753605.000000 Penalty: 3694.510986
	Iteration 44Q: 3 clusters Score -1.07536e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 84142 members 
Entering Unmasked Estep 
Score: -10753609.000000 Penalty: 3694.510986
	Iteration 45Q: 3 clusters Score -1.075361e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 84154 members 
Entering Unmasked Estep 
Score: -10753611.000000 Penalty: 3694.510986
	Iteration 46Q: 3 clusters Score -1.075361e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 84166 members 
Entering Unmasked Estep 
Score: -10753602.000000 Penalty: 3694.510986
	Iteration 47Q: 3 clusters Score -1.07536e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 84181 members 
Entering Unmasked Estep 
Score: -10753615.000000 Penalty: 3694.510986
	Iteration 48Q: 3 clusters Score -1.075362e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 84198 members 
Entering Unmasked Estep 
Score: -10753617.000000 Penalty: 3694.510986
	Iteration 49Q: 3 clusters Score -1.075362e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 84213 members 
Entering Unmasked Estep 
Score: -10753623.000000 Penalty: 3694.510986
	Iteration 50Q: 3 clusters Score -1.075362e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 84224 members 
Entering Unmasked Estep 
Score: -10753635.000000 Penalty: 3694.510986
	Iteration 51Q: 3 clusters Score -1.075364e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 84237 members 
Entering Unmasked Estep 
Score: -10753643.000000 Penalty: 3694.510986
	Iteration 52Q: 3 clusters Score -1.075364e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 84245 members 
Entering Unmasked Estep 
Score: -10753641.000000 Penalty: 3694.510986
	Iteration 53Q: 3 clusters Score -1.075364e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 84255 members 
Entering Unmasked Estep 
Score: -10753644.000000 Penalty: 3694.510986
	Iteration 54Q: 3 clusters Score -1.075364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 84266 members 
Entering Unmasked Estep 
Score: -10753645.000000 Penalty: 3694.510986
	Iteration 55Q: 3 clusters Score -1.075364e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 84278 members 
Entering Unmasked Estep 
Score: -10753648.000000 Penalty: 3694.510986
	Iteration 56Q: 3 clusters Score -1.075365e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 84288 members 
Entering Unmasked Estep 
Score: -10753653.000000 Penalty: 3694.510986
	Iteration 57Q: 3 clusters Score -1.075365e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 84303 members 
Entering Unmasked Estep 
Score: -10753640.000000 Penalty: 3694.510986
	Iteration 58Q: 3 clusters Score -1.075364e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 84320 members 
Entering Unmasked Estep 
Score: -10753650.000000 Penalty: 3694.510986
	Iteration 59Q: 3 clusters Score -1.075365e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 84333 members 
Entering Unmasked Estep 
Score: -10753649.000000 Penalty: 3694.510986
	Iteration 60F: 3 clusters Score -1.075365e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 84344 members 
Entering Unmasked Estep 
Score: -10753652.000000 Penalty: 3694.510986
	Iteration 61Q: 3 clusters Score -1.075365e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 84355 members 
Entering Unmasked Estep 
Score: -10753653.000000 Penalty: 3694.510986
	Iteration 62Q: 3 clusters Score -1.075365e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 84369 members 
Entering Unmasked Estep 
Score: -10753659.000000 Penalty: 3694.510986
	Iteration 63Q: 3 clusters Score -1.075366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 84380 members 
Entering Unmasked Estep 
Score: -10753650.000000 Penalty: 3694.510986
	Iteration 64Q: 3 clusters Score -1.075365e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 84388 members 
Entering Unmasked Estep 
Score: -10753646.000000 Penalty: 3694.510986
	Iteration 65Q: 3 clusters Score -1.075365e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 84394 members 
Entering Unmasked Estep 
Score: -10753650.000000 Penalty: 3694.510986
	Iteration 66Q: 3 clusters Score -1.075365e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 84401 members 
Entering Unmasked Estep 
Score: -10753654.000000 Penalty: 3694.510986
	Iteration 67Q: 3 clusters Score -1.075365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 84406 members 
Entering Unmasked Estep 
Score: -10753654.000000 Penalty: 3694.510986
	Iteration 68Q: 3 clusters Score -1.075365e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 84410 members 
Entering Unmasked Estep 
Score: -10753655.000000 Penalty: 3694.510986
	Iteration 69Q: 3 clusters Score -1.075366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 84414 members 
Entering Unmasked Estep 
Score: -10753660.000000 Penalty: 3694.510986
	Iteration 70Q: 3 clusters Score -1.075366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 84417 members 
Entering Unmasked Estep 
Score: -10753658.000000 Penalty: 3694.510986
	Iteration 71Q: 3 clusters Score -1.075366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 84421 members 
Entering Unmasked Estep 
Score: -10753665.000000 Penalty: 3694.510986
	Iteration 72Q: 3 clusters Score -1.075366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 84423 members 
Entering Unmasked Estep 
Score: -10753657.000000 Penalty: 3694.510986
	Iteration 73Q: 3 clusters Score -1.075366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 84428 members 
Entering Unmasked Estep 
Score: -10753648.000000 Penalty: 3694.510986
	Iteration 74Q: 3 clusters Score -1.075365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 84431 members 
Entering Unmasked Estep 
Score: -10753650.000000 Penalty: 3694.510986
	Iteration 75Q: 3 clusters Score -1.075365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 84431 members 
Entering Unmasked Estep 
Score: -10753650.000000 Penalty: 3694.510986
	Iteration 76F: 3 clusters Score -1.075365e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Entering Unmasked Estep 
Score: -2890529.500000 Penalty: 1634.906250
	Iteration 0F: 2 clusters Score -2890530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2874818.500000 Penalty: 3269.812500
	Iteration 0F: 3 clusters Score -2874818 nChanged 10474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2880559.500000 Penalty: 3269.812500
	Iteration 1F: 3 clusters Score -2880560 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2880922.000000 Penalty: 3269.812500
	Iteration 2Q: 3 clusters Score -2880922 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -2881334.000000 Penalty: 3269.812500
	Iteration 3Q: 3 clusters Score -2881334 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2881804.000000 Penalty: 3269.812500
	Iteration 4Q: 3 clusters Score -2881804 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2882311.000000 Penalty: 3269.812500
	Iteration 5Q: 3 clusters Score -2882311 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2882886.500000 Penalty: 3269.812500
	Iteration 6Q: 3 clusters Score -2882886 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2883539.250000 Penalty: 3269.812500
	Iteration 7Q: 3 clusters Score -2883539 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -2884330.750000 Penalty: 3269.812500
	Iteration 8F: 3 clusters Score -2884331 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2885333.250000 Penalty: 3269.812500
	Iteration 9F: 3 clusters Score -2885333 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2886343.000000 Penalty: 3269.812500
	Iteration 10F: 3 clusters Score -2886343 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -2887324.000000 Penalty: 3269.812500
	Iteration 11F: 3 clusters Score -2887324 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -2888054.500000 Penalty: 3269.812500
	Iteration 12Q: 3 clusters Score -2888054 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -2888519.500000 Penalty: 3269.812500
	Iteration 13Q: 3 clusters Score -2888520 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -2888821.500000 Penalty: 3269.812500
	Iteration 14Q: 3 clusters Score -2888822 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -2888962.000000 Penalty: 3269.812500
	Iteration 15Q: 3 clusters Score -2888962 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -2889039.500000 Penalty: 3269.812500
	Iteration 16Q: 3 clusters Score -2889040 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -2889086.500000 Penalty: 3269.812500
	Iteration 17Q: 3 clusters Score -2889086 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -2889122.000000 Penalty: 3269.812500
	Iteration 18Q: 3 clusters Score -2889122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -2889144.750000 Penalty: 3269.812500
	Iteration 19Q: 3 clusters Score -2889145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -2889158.750000 Penalty: 3269.812500
	Iteration 20F: 3 clusters Score -2889159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -2889171.500000 Penalty: 3269.812500
	Iteration 21Q: 3 clusters Score -2889172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -2889183.500000 Penalty: 3269.812500
	Iteration 22Q: 3 clusters Score -2889184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -2889197.000000 Penalty: 3269.812500
	Iteration 23Q: 3 clusters Score -2889197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -2889203.250000 Penalty: 3269.812500
	Iteration 24Q: 3 clusters Score -2889203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -2889214.500000 Penalty: 3269.812500
	Iteration 25Q: 3 clusters Score -2889214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -2889221.500000 Penalty: 3269.812500
	Iteration 26Q: 3 clusters Score -2889222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -2889226.000000 Penalty: 3269.812500
	Iteration 27Q: 3 clusters Score -2889226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -2889226.750000 Penalty: 3269.812500
	Iteration 28Q: 3 clusters Score -2889227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -2889226.750000 Penalty: 3269.812500
	Iteration 29F: 3 clusters Score -2889227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Entering Unmasked Estep 
Score: -1793264.125000 Penalty: 1555.697754
	Iteration 0F: 2 clusters Score -1793264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1783286.500000 Penalty: 3111.395508
	Iteration 0F: 3 clusters Score -1783286 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1787068.000000 Penalty: 3111.395508
	Iteration 1F: 3 clusters Score -1787068 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1787826.875000 Penalty: 3111.395508
	Iteration 2F: 3 clusters Score -1787827 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1788529.500000 Penalty: 3111.395508
	Iteration 3F: 3 clusters Score -1788530 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1789140.375000 Penalty: 3111.395508
	Iteration 4F: 3 clusters Score -1789140 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1789637.625000 Penalty: 3111.395508
	Iteration 5F: 3 clusters Score -1789638 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1790059.000000 Penalty: 3111.395508
	Iteration 6F: 3 clusters Score -1790059 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1790373.750000 Penalty: 3111.395508
	Iteration 7Q: 3 clusters Score -1790374 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1790596.750000 Penalty: 3111.395508
	Iteration 8Q: 3 clusters Score -1790597 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1790738.625000 Penalty: 3111.395508
	Iteration 9Q: 3 clusters Score -1790739 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1790828.875000 Penalty: 3111.395508
	Iteration 10Q: 3 clusters Score -1790829 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1790898.625000 Penalty: 3111.395508
	Iteration 11Q: 3 clusters Score -1790899 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1790951.625000 Penalty: 3111.395508
	Iteration 12Q: 3 clusters Score -1790952 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1790993.750000 Penalty: 3111.395508
	Iteration 13Q: 3 clusters Score -1790994 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1791041.000000 Penalty: 3111.395508
	Iteration 14Q: 3 clusters Score -1791041 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1791096.250000 Penalty: 3111.395508
	Iteration 15Q: 3 clusters Score -1791096 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1791144.375000 Penalty: 3111.395508
	Iteration 16Q: 3 clusters Score -1791144 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1791202.125000 Penalty: 3111.395508
	Iteration 17Q: 3 clusters Score -1791202 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1791259.875000 Penalty: 3111.395508
	Iteration 18Q: 3 clusters Score -1791260 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1791304.125000 Penalty: 3111.395508
	Iteration 19Q: 3 clusters Score -1791304 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1791318.500000 Penalty: 3111.395508
	Iteration 20F: 3 clusters Score -1791318 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1791340.750000 Penalty: 3111.395508
	Iteration 21Q: 3 clusters Score -1791341 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1791365.125000 Penalty: 3111.395508
	Iteration 22Q: 3 clusters Score -1791365 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1791386.250000 Penalty: 3111.395508
	Iteration 23Q: 3 clusters Score -1791386 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1791405 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1791411.000000 Penalty: 3111.395508
	Iteration 25Q: 3 clusters Score -1791411 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1791419 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1791431 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1791437 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1791440.750000 Penalty: 3111.395508
	Iteration 29Q: 3 clusters Score -1791441 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1791454.000000 Penalty: 3111.395508
	Iteration 30Q: 3 clusters Score -1791454 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1791454 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1791457.500000 Penalty: 3111.395508
	Iteration 32Q: 3 clusters Score -1791458 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1791457 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1791461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1791462.375000 Penalty: 3111.395508
	Iteration 35Q: 3 clusters Score -1791462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1791464.000000 Penalty: 3111.395508
	Iteration 36Q: 3 clusters Score -1791464 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1791460 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1791462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1791465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1791462.000000 Penalty: 3111.395508
	Iteration 40F: 3 clusters Score -1791462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1791463.000000 Penalty: 3111.395508
	Iteration 41Q: 3 clusters Score -1791463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1791464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1791468.000000 Penalty: 3111.395508
	Iteration 43Q: 3 clusters Score -1791468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1791467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1791472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1791470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1791470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1791470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1791472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1791470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1791473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1791470 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1791471 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 9794 members 
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	Iteration 54Q: 3 clusters Score -1791469 nChanged 8
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Mstep: Class 1 contains 4577 members 
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	Iteration 55Q: 3 clusters Score -1791474 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1791477 nChanged 14
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Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1791479 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1791480 nChanged 13
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Mstep: Class 1 contains 4535 members 
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	Iteration 59Q: 3 clusters Score -1791480 nChanged 13
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Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1791481.000000 Penalty: 3111.395508
	Iteration 60F: 3 clusters Score -1791481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
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	Iteration 61Q: 3 clusters Score -1791482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1791481 nChanged 21
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Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1791484 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 9932 members 
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	Iteration 64Q: 3 clusters Score -1791484 nChanged 16
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Mstep: Class 1 contains 4431 members 
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	Iteration 65Q: 3 clusters Score -1791487 nChanged 15
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Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1791490 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 9975 members 
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	Iteration 67Q: 3 clusters Score -1791492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1791496 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 10001 members 
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	Iteration 69Q: 3 clusters Score -1791498 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 10006 members 
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	Iteration 70Q: 3 clusters Score -1791497 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 10008 members 
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	Iteration 71Q: 3 clusters Score -1791496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 10011 members 
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	Iteration 72Q: 3 clusters Score -1791495 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 10016 members 
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	Iteration 73Q: 3 clusters Score -1791497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 10026 members 
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	Iteration 74Q: 3 clusters Score -1791498 nChanged 10
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Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 10036 members 
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	Iteration 75Q: 3 clusters Score -1791498 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4334 members 
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	Iteration 76Q: 3 clusters Score -1791496 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4327 members 
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	Iteration 77Q: 3 clusters Score -1791498 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4322 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1791500 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 10062 members 
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	Iteration 79Q: 3 clusters Score -1791497 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4311 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1791501 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4300 members 
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	Iteration 81Q: 3 clusters Score -1791503 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1791510 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 10121 members 
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	Iteration 83Q: 3 clusters Score -1791516 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4236 members 
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	Iteration 84Q: 3 clusters Score -1791514 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 10170 members 
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	Iteration 85Q: 3 clusters Score -1791518 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1791522 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1791524 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 10240 members 
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	Iteration 88Q: 3 clusters Score -1791526 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1791528 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1791532.000000 Penalty: 3111.395508
	Iteration 90Q: 3 clusters Score -1791532 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4061 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1791532 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4039 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1791536 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4020 members 
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	Iteration 93Q: 3 clusters Score -1791538 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1791539 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1791547 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 10430 members 
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	Iteration 96Q: 3 clusters Score -1791549 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3925 members 
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Entering Unmasked Estep 
Score: -1791555.000000 Penalty: 3111.395508
	Iteration 97Q: 3 clusters Score -1791555 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1791559 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3872 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1791561 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 10532 members 
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	Iteration 100F: 3 clusters Score -1791555 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3833 members 
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	Iteration 101Q: 3 clusters Score -1791560 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3819 members 
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	Iteration 102Q: 3 clusters Score -1791561 nChanged 12
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Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1791559 nChanged 16
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Mstep: Class 1 contains 3791 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1791566 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3777 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1791564 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3768 members 
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	Iteration 106Q: 3 clusters Score -1791562 nChanged 12
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Mstep: Class 1 contains 3756 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1791560 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3737 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1791564 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3717 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1791563 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3702 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1791572 nChanged 8
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Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1791573 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3683 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1791576 nChanged 5
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Mstep: Class 1 contains 3678 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1791576 nChanged 4
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Mstep: Class 1 contains 3674 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1791577 nChanged 3
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1791579 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1791580 nChanged 0
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Entering Unmasked Estep 
Score: -1791579.875000 Penalty: 3111.395508
	Iteration 117F: 3 clusters Score -1791580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Entering Unmasked Estep 
Score: -321934.875000 Penalty: 1288.775391
	Iteration 0F: 2 clusters Score -321934.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -319344.812500 Penalty: 2577.550781
	Iteration 0F: 3 clusters Score -319344.8 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -320040.750000 Penalty: 2577.550781
	Iteration 1F: 3 clusters Score -320040.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -320200.531250 Penalty: 2577.550781
	Iteration 2F: 3 clusters Score -320200.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -320292.781250 Penalty: 2577.550781
	Iteration 3F: 3 clusters Score -320292.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -320347.500000 Penalty: 2577.550781
	Iteration 4Q: 3 clusters Score -320347.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -320403.656250 Penalty: 2577.550781
	Iteration 5Q: 3 clusters Score -320403.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -320453.093750 Penalty: 2577.550781
	Iteration 6Q: 3 clusters Score -320453.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -320522.968750 Penalty: 2577.550781
	Iteration 7Q: 3 clusters Score -320523 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -320611.781250 Penalty: 2577.550781
	Iteration 8Q: 3 clusters Score -320611.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -320696.375000 Penalty: 2577.550781
	Iteration 9Q: 3 clusters Score -320696.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -320782.750000 Penalty: 2577.550781
	Iteration 10Q: 3 clusters Score -320782.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -320846.781250 Penalty: 2577.550781
	Iteration 11Q: 3 clusters Score -320846.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -320891.000000 Penalty: 2577.550781
	Iteration 12Q: 3 clusters Score -320891 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -320933.187500 Penalty: 2577.550781
	Iteration 13Q: 3 clusters Score -320933.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -320968.843750 Penalty: 2577.550781
	Iteration 14Q: 3 clusters Score -320968.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -321000.093750 Penalty: 2577.550781
	Iteration 15Q: 3 clusters Score -321000.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -321024.968750 Penalty: 2577.550781
	Iteration 16Q: 3 clusters Score -321025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -321041.625000 Penalty: 2577.550781
	Iteration 17Q: 3 clusters Score -321041.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -321058.718750 Penalty: 2577.550781
	Iteration 18Q: 3 clusters Score -321058.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -321076.406250 Penalty: 2577.550781
	Iteration 19Q: 3 clusters Score -321076.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -321088.093750 Penalty: 2577.550781
	Iteration 20F: 3 clusters Score -321088.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -321092.468750 Penalty: 2577.550781
	Iteration 21Q: 3 clusters Score -321092.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -321097.656250 Penalty: 2577.550781
	Iteration 22Q: 3 clusters Score -321097.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -321102.062500 Penalty: 2577.550781
	Iteration 23Q: 3 clusters Score -321102.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -321103.281250 Penalty: 2577.550781
	Iteration 24Q: 3 clusters Score -321103.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -321105.187500 Penalty: 2577.550781
	Iteration 25Q: 3 clusters Score -321105.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -321105.906250 Penalty: 2577.550781
	Iteration 26Q: 3 clusters Score -321105.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -321106.500000 Penalty: 2577.550781
	Iteration 27Q: 3 clusters Score -321106.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -321106.406250 Penalty: 2577.550781
	Iteration 28Q: 3 clusters Score -321106.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -321107.500000 Penalty: 2577.550781
	Iteration 29Q: 3 clusters Score -321107.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -321107.500000 Penalty: 2577.550781
	Iteration 30F: 3 clusters Score -321107.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Entering Unmasked Estep 
Score: -45139.976562 Penalty: 978.810242
	Iteration 0F: 2 clusters Score -45139.98 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 192 members 
Entering Unmasked Estep 
Score: -44154.871094 Penalty: 1957.620483
	Iteration 0F: 3 clusters Score -44154.87 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -44295.496094 Penalty: 1957.620483
	Iteration 1F: 3 clusters Score -44295.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -44328.230469 Penalty: 1957.620483
	Iteration 2Q: 3 clusters Score -44328.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -44342.652344 Penalty: 1957.620483
	Iteration 3Q: 3 clusters Score -44342.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -44356.859375 Penalty: 1957.620483
	Iteration 4Q: 3 clusters Score -44356.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -44361.902344 Penalty: 1957.620483
	Iteration 5Q: 3 clusters Score -44361.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44367.953125 Penalty: 1957.620483
	Iteration 6Q: 3 clusters Score -44367.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44367.953125 Penalty: 1957.620483
	Iteration 7F: 3 clusters Score -44367.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Entering Unmasked Estep 
Score: -971558.875000 Penalty: 1457.736450
	Iteration 0F: 2 clusters Score -971558.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -965742.187500 Penalty: 2915.472900
	Iteration 0F: 3 clusters Score -965742.2 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -967555.062500 Penalty: 2915.472900
	Iteration 1F: 3 clusters Score -967555.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -967796.625000 Penalty: 2915.472900
	Iteration 2F: 3 clusters Score -967796.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -967998.687500 Penalty: 2915.472900
	Iteration 3F: 3 clusters Score -967998.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -968196.437500 Penalty: 2915.472900
	Iteration 4F: 3 clusters Score -968196.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -968367.937500 Penalty: 2915.472900
	Iteration 5Q: 3 clusters Score -968367.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -968546.812500 Penalty: 2915.472900
	Iteration 6Q: 3 clusters Score -968546.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -968734.000000 Penalty: 2915.472900
	Iteration 7Q: 3 clusters Score -968734 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -968872.437500 Penalty: 2915.472900
	Iteration 8Q: 3 clusters Score -968872.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -969009.500000 Penalty: 2915.472900
	Iteration 9Q: 3 clusters Score -969009.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -969138.500000 Penalty: 2915.472900
	Iteration 10Q: 3 clusters Score -969138.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -969258.937500 Penalty: 2915.472900
	Iteration 11Q: 3 clusters Score -969258.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -969375.437500 Penalty: 2915.472900
	Iteration 12Q: 3 clusters Score -969375.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -969476.437500 Penalty: 2915.472900
	Iteration 13Q: 3 clusters Score -969476.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -969555.000000 Penalty: 2915.472900
	Iteration 14Q: 3 clusters Score -969555 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -969634.000000 Penalty: 2915.472900
	Iteration 15Q: 3 clusters Score -969634 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -969691.750000 Penalty: 2915.472900
	Iteration 16Q: 3 clusters Score -969691.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -969753.937500 Penalty: 2915.472900
	Iteration 17Q: 3 clusters Score -969753.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -969807.312500 Penalty: 2915.472900
	Iteration 18Q: 3 clusters Score -969807.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -969860.687500 Penalty: 2915.472900
	Iteration 19Q: 3 clusters Score -969860.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -969915.937500 Penalty: 2915.472900
	Iteration 20F: 3 clusters Score -969915.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -969952.187500 Penalty: 2915.472900
	Iteration 21Q: 3 clusters Score -969952.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -969987.500000 Penalty: 2915.472900
	Iteration 22Q: 3 clusters Score -969987.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -970020.875000 Penalty: 2915.472900
	Iteration 23Q: 3 clusters Score -970020.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -970046.062500 Penalty: 2915.472900
	Iteration 24Q: 3 clusters Score -970046.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -970067.125000 Penalty: 2915.472900
	Iteration 25Q: 3 clusters Score -970067.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -970086.187500 Penalty: 2915.472900
	Iteration 26Q: 3 clusters Score -970086.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -970098.375000 Penalty: 2915.472900
	Iteration 27Q: 3 clusters Score -970098.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -970111.750000 Penalty: 2915.472900
	Iteration 28Q: 3 clusters Score -970111.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -970125.000000 Penalty: 2915.472900
	Iteration 29Q: 3 clusters Score -970125 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -970143.062500 Penalty: 2915.472900
	Iteration 30Q: 3 clusters Score -970143.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -970155.750000 Penalty: 2915.472900
	Iteration 31Q: 3 clusters Score -970155.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -970175.000000 Penalty: 2915.472900
	Iteration 32Q: 3 clusters Score -970175 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -970190.750000 Penalty: 2915.472900
	Iteration 33Q: 3 clusters Score -970190.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -970203.312500 Penalty: 2915.472900
	Iteration 34Q: 3 clusters Score -970203.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -970216.500000 Penalty: 2915.472900
	Iteration 35Q: 3 clusters Score -970216.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -970238.750000 Penalty: 2915.472900
	Iteration 36Q: 3 clusters Score -970238.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -970262.375000 Penalty: 2915.472900
	Iteration 37Q: 3 clusters Score -970262.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -970282.500000 Penalty: 2915.472900
	Iteration 38Q: 3 clusters Score -970282.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -970297.625000 Penalty: 2915.472900
	Iteration 39Q: 3 clusters Score -970297.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -970314.312500 Penalty: 2915.472900
	Iteration 40F: 3 clusters Score -970314.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -970328.312500 Penalty: 2915.472900
	Iteration 41Q: 3 clusters Score -970328.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -970342.500000 Penalty: 2915.472900
	Iteration 42Q: 3 clusters Score -970342.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -970358.812500 Penalty: 2915.472900
	Iteration 43Q: 3 clusters Score -970358.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -970368.187500 Penalty: 2915.472900
	Iteration 44Q: 3 clusters Score -970368.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -970373.375000 Penalty: 2915.472900
	Iteration 45Q: 3 clusters Score -970373.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -970379.062500 Penalty: 2915.472900
	Iteration 46Q: 3 clusters Score -970379.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -970387.500000 Penalty: 2915.472900
	Iteration 47Q: 3 clusters Score -970387.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -970388.937500 Penalty: 2915.472900
	Iteration 48Q: 3 clusters Score -970388.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -970389.500000 Penalty: 2915.472900
	Iteration 49Q: 3 clusters Score -970389.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -970390.937500 Penalty: 2915.472900
	Iteration 50Q: 3 clusters Score -970390.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -970390.937500 Penalty: 2915.472900
	Iteration 51F: 3 clusters Score -970390.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -27873.005859 Penalty: 951.914124
	Iteration 0F: 2 clusters Score -27873.01 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 164 members 
Entering Unmasked Estep 
Score: -26964.863281 Penalty: 1903.828247
	Iteration 0F: 3 clusters Score -26964.86 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27240.875000 Penalty: 1903.828247
	Iteration 1F: 3 clusters Score -27240.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -27433.312500 Penalty: 1903.828247
	Iteration 2F: 3 clusters Score -27433.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -27569.388672 Penalty: 1903.828247
	Iteration 3Q: 3 clusters Score -27569.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27720.835938 Penalty: 1903.828247
	Iteration 4Q: 3 clusters Score -27720.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27825.671875 Penalty: 1903.828247
	Iteration 5Q: 3 clusters Score -27825.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -27878.033203 Penalty: 1903.828247
	Iteration 6Q: 3 clusters Score -27878.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27894.681641 Penalty: 1903.828247
	Iteration 7Q: 3 clusters Score -27894.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27907.896484 Penalty: 1903.828247
	Iteration 8Q: 3 clusters Score -27907.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27907.896484 Penalty: 1903.828247
	Iteration 9F: 3 clusters Score -27907.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 105966 members 
Mstep: Class 2 contains 11542 members 
Mstep: Class 3 contains 6959 members 
Mstep: Class 4 contains 115125 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6862 members 
Mstep: Class 8 contains 9686 members 
Mstep: Class 9 contains 91330 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 11 contains 103271 members 
Mstep: Class 12 contains 96585 members 
Mstep: Class 13 contains 91911 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3113 members 
Mstep: Class 16 contains 86485 members 
Mstep: Class 17 contains 23411 members 
Mstep: Class 18 contains 14379 members 
Mstep: Class 19 contains 2782 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7869 members 
Mstep: Class 22 contains 185 members 
Mstep: Class 23 contains 570 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4739 members 
Mstep: Class 26 contains 21427 members 
Mstep: Class 27 contains 6628 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9433 members 
Mstep: Class 30 contains 34938 members 
Mstep: Class 31 contains 23754 members 
Mstep: Class 32 contains 1973 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2999 members 
Mstep: Class 35 contains 17628 members 
Mstep: Class 36 contains 6491 members 
Mstep: Class 37 contains 424 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 380 members 
Mstep: Class 40 contains 1125 members 
Mstep: Class 41 contains 165 members 
Entering Unmasked Estep 
Score: -111785872.000000 Penalty: 91479.007812
Splitting cluster 22 changes total score from -111786968.000000 to -111785872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -64491.332031 Penalty: 1031.165894
	Iteration 0F: 2 clusters Score -64491.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63418.808594 Penalty: 2062.331787
	Iteration 0F: 3 clusters Score -63418.81 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63650.972656 Penalty: 2062.331787
	Iteration 1F: 3 clusters Score -63650.97 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -63885.585938 Penalty: 2062.331787
	Iteration 2F: 3 clusters Score -63885.59 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -64199.523438 Penalty: 2062.331787
	Iteration 3F: 3 clusters Score -64199.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -64310.773438 Penalty: 2062.331787
	Iteration 4Q: 3 clusters Score -64310.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -64406.500000 Penalty: 2062.331787
	Iteration 5Q: 3 clusters Score -64406.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -64465.593750 Penalty: 2062.331787
	Iteration 6Q: 3 clusters Score -64465.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -64514.484375 Penalty: 2062.331787
	Iteration 7Q: 3 clusters Score -64514.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -64528.789062 Penalty: 2062.331787
	Iteration 8Q: 3 clusters Score -64528.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -64539.625000 Penalty: 2062.331787
	Iteration 9Q: 3 clusters Score -64539.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -64541.085938 Penalty: 2062.331787
	Iteration 10Q: 3 clusters Score -64541.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -64542.800781 Penalty: 2062.331787
	Iteration 11Q: 3 clusters Score -64542.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -64542.800781 Penalty: 2062.331787
	Iteration 12F: 3 clusters Score -64542.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 105966 members 
Mstep: Class 2 contains 11542 members 
Mstep: Class 3 contains 6959 members 
Mstep: Class 4 contains 115125 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6862 members 
Mstep: Class 8 contains 9686 members 
Mstep: Class 9 contains 91330 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 11 contains 103271 members 
Mstep: Class 12 contains 96585 members 
Mstep: Class 13 contains 91911 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3113 members 
Mstep: Class 16 contains 86485 members 
Mstep: Class 17 contains 23411 members 
Mstep: Class 18 contains 14379 members 
Mstep: Class 19 contains 2782 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7869 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4739 members 
Mstep: Class 26 contains 21427 members 
Mstep: Class 27 contains 6628 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9433 members 
Mstep: Class 30 contains 34938 members 
Mstep: Class 31 contains 23754 members 
Mstep: Class 32 contains 1973 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2999 members 
Mstep: Class 35 contains 17628 members 
Mstep: Class 36 contains 6491 members 
Mstep: Class 37 contains 424 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 380 members 
Mstep: Class 40 contains 1125 members 
Mstep: Class 41 contains 332 members 
Entering Unmasked Estep 
Score: -111786008.000000 Penalty: 91479.007812
Splitting cluster 23 changes total score from -111786968.000000 to -111786008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Entering Unmasked Estep 
Score: -89316.679688 Penalty: 1077.914185
	Iteration 0F: 2 clusters Score -89316.68 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 382 members 
Entering Unmasked Estep 
Score: -88064.679688 Penalty: 2155.828369
	Iteration 0F: 3 clusters Score -88064.68 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -88254.820312 Penalty: 2155.828369
	Iteration 1F: 3 clusters Score -88254.82 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -88313.984375 Penalty: 2155.828369
	Iteration 2F: 3 clusters Score -88313.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -88350.992188 Penalty: 2155.828369
	Iteration 3Q: 3 clusters Score -88350.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -88385.335938 Penalty: 2155.828369
	Iteration 4Q: 3 clusters Score -88385.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -88403.000000 Penalty: 2155.828369
	Iteration 5Q: 3 clusters Score -88403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -88419.382812 Penalty: 2155.828369
	Iteration 6Q: 3 clusters Score -88419.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -88425.554688 Penalty: 2155.828369
	Iteration 7Q: 3 clusters Score -88425.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -88436.710938 Penalty: 2155.828369
	Iteration 8Q: 3 clusters Score -88436.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -88443.507812 Penalty: 2155.828369
	Iteration 9Q: 3 clusters Score -88443.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -88450.031250 Penalty: 2155.828369
	Iteration 10Q: 3 clusters Score -88450.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -88461.726562 Penalty: 2155.828369
	Iteration 11Q: 3 clusters Score -88461.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -88466.710938 Penalty: 2155.828369
	Iteration 12Q: 3 clusters Score -88466.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -88468.226562 Penalty: 2155.828369
	Iteration 13Q: 3 clusters Score -88468.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -88469.164062 Penalty: 2155.828369
	Iteration 14Q: 3 clusters Score -88469.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -88469.164062 Penalty: 2155.828369
	Iteration 15F: 3 clusters Score -88469.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Entering Unmasked Estep 
Score: -591228.000000 Penalty: 1375.331909
	Iteration 0F: 2 clusters Score -591228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -587384.625000 Penalty: 2750.663818
	Iteration 0F: 3 clusters Score -587384.6 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -588453.062500 Penalty: 2750.663818
	Iteration 1F: 3 clusters Score -588453.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -588628.312500 Penalty: 2750.663818
	Iteration 2F: 3 clusters Score -588628.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -588774.250000 Penalty: 2750.663818
	Iteration 3F: 3 clusters Score -588774.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -588880.312500 Penalty: 2750.663818
	Iteration 4Q: 3 clusters Score -588880.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -588965.562500 Penalty: 2750.663818
	Iteration 5Q: 3 clusters Score -588965.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -589055.500000 Penalty: 2750.663818
	Iteration 6Q: 3 clusters Score -589055.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -589141.500000 Penalty: 2750.663818
	Iteration 7Q: 3 clusters Score -589141.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -589241.062500 Penalty: 2750.663818
	Iteration 8Q: 3 clusters Score -589241.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -589338.187500 Penalty: 2750.663818
	Iteration 9Q: 3 clusters Score -589338.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -589438.062500 Penalty: 2750.663818
	Iteration 10Q: 3 clusters Score -589438.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -589526.000000 Penalty: 2750.663818
	Iteration 11Q: 3 clusters Score -589526 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -589623.437500 Penalty: 2750.663818
	Iteration 12Q: 3 clusters Score -589623.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -589721.625000 Penalty: 2750.663818
	Iteration 13Q: 3 clusters Score -589721.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -589799.812500 Penalty: 2750.663818
	Iteration 14Q: 3 clusters Score -589799.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -589851.312500 Penalty: 2750.663818
	Iteration 15Q: 3 clusters Score -589851.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -589894.000000 Penalty: 2750.663818
	Iteration 16Q: 3 clusters Score -589894 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -589923.500000 Penalty: 2750.663818
	Iteration 17Q: 3 clusters Score -589923.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -589946.187500 Penalty: 2750.663818
	Iteration 18Q: 3 clusters Score -589946.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -589957.750000 Penalty: 2750.663818
	Iteration 19Q: 3 clusters Score -589957.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -589968.500000 Penalty: 2750.663818
	Iteration 20F: 3 clusters Score -589968.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -589979.062500 Penalty: 2750.663818
	Iteration 21Q: 3 clusters Score -589979.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -589993.000000 Penalty: 2750.663818
	Iteration 22Q: 3 clusters Score -589993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -590000.062500 Penalty: 2750.663818
	Iteration 23Q: 3 clusters Score -590000.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -590006.062500 Penalty: 2750.663818
	Iteration 24Q: 3 clusters Score -590006.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -590015.375000 Penalty: 2750.663818
	Iteration 25Q: 3 clusters Score -590015.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -590021.187500 Penalty: 2750.663818
	Iteration 26Q: 3 clusters Score -590021.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -590028.875000 Penalty: 2750.663818
	Iteration 27Q: 3 clusters Score -590028.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -590039.000000 Penalty: 2750.663818
	Iteration 28Q: 3 clusters Score -590039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -590047.937500 Penalty: 2750.663818
	Iteration 29Q: 3 clusters Score -590047.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -590054.750000 Penalty: 2750.663818
	Iteration 30Q: 3 clusters Score -590054.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -590059.750000 Penalty: 2750.663818
	Iteration 31Q: 3 clusters Score -590059.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -590065.250000 Penalty: 2750.663818
	Iteration 32Q: 3 clusters Score -590065.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -590068.062500 Penalty: 2750.663818
	Iteration 33Q: 3 clusters Score -590068.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -590076.312500 Penalty: 2750.663818
	Iteration 34Q: 3 clusters Score -590076.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -590082.562500 Penalty: 2750.663818
	Iteration 35Q: 3 clusters Score -590082.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -590089.937500 Penalty: 2750.663818
	Iteration 36Q: 3 clusters Score -590089.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -590094.375000 Penalty: 2750.663818
	Iteration 37Q: 3 clusters Score -590094.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -590098.000000 Penalty: 2750.663818
	Iteration 38Q: 3 clusters Score -590098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -590103.875000 Penalty: 2750.663818
	Iteration 39Q: 3 clusters Score -590103.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -590107.000000 Penalty: 2750.663818
	Iteration 40F: 3 clusters Score -590107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -590107.500000 Penalty: 2750.663818
	Iteration 41Q: 3 clusters Score -590107.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -590108.312500 Penalty: 2750.663818
	Iteration 42Q: 3 clusters Score -590108.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -590108.812500 Penalty: 2750.663818
	Iteration 43Q: 3 clusters Score -590108.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -590110.062500 Penalty: 2750.663818
	Iteration 44Q: 3 clusters Score -590110.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -590111.125000 Penalty: 2750.663818
	Iteration 45Q: 3 clusters Score -590111.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -590111.125000 Penalty: 2750.663818
	Iteration 46F: 3 clusters Score -590111.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Entering Unmasked Estep 
Score: -2660479.500000 Penalty: 1620.516235
	Iteration 0F: 2 clusters Score -2660480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2645993.000000 Penalty: 3241.032471
	Iteration 0F: 3 clusters Score -2645993 nChanged 9689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2651326.000000 Penalty: 3241.032471
	Iteration 1F: 3 clusters Score -2651326 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2651750.250000 Penalty: 3241.032471
	Iteration 2F: 3 clusters Score -2651750 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2652196.000000 Penalty: 3241.032471
	Iteration 3F: 3 clusters Score -2652196 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2652688.000000 Penalty: 3241.032471
	Iteration 4Q: 3 clusters Score -2652688 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -2653275.000000 Penalty: 3241.032471
	Iteration 5F: 3 clusters Score -2653275 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2653939.500000 Penalty: 3241.032471
	Iteration 6F: 3 clusters Score -2653940 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2654600.000000 Penalty: 3241.032471
	Iteration 7F: 3 clusters Score -2654600 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2655238.500000 Penalty: 3241.032471
	Iteration 8F: 3 clusters Score -2655238 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2655825.500000 Penalty: 3241.032471
	Iteration 9Q: 3 clusters Score -2655826 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2656317.500000 Penalty: 3241.032471
	Iteration 10Q: 3 clusters Score -2656318 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -2656722.000000 Penalty: 3241.032471
	Iteration 11Q: 3 clusters Score -2656722 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2657038.500000 Penalty: 3241.032471
	Iteration 12Q: 3 clusters Score -2657038 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2657267.250000 Penalty: 3241.032471
	Iteration 13Q: 3 clusters Score -2657267 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -2657481.500000 Penalty: 3241.032471
	Iteration 14Q: 3 clusters Score -2657482 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2657688.500000 Penalty: 3241.032471
	Iteration 15Q: 3 clusters Score -2657688 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2657876.250000 Penalty: 3241.032471
	Iteration 16Q: 3 clusters Score -2657876 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2658012.000000 Penalty: 3241.032471
	Iteration 17Q: 3 clusters Score -2658012 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2658154.250000 Penalty: 3241.032471
	Iteration 18Q: 3 clusters Score -2658154 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2658284.500000 Penalty: 3241.032471
	Iteration 19Q: 3 clusters Score -2658284 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2658417.000000 Penalty: 3241.032471
	Iteration 20F: 3 clusters Score -2658417 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2658557.500000 Penalty: 3241.032471
	Iteration 21Q: 3 clusters Score -2658558 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2658688.750000 Penalty: 3241.032471
	Iteration 22Q: 3 clusters Score -2658689 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2658798.000000 Penalty: 3241.032471
	Iteration 23Q: 3 clusters Score -2658798 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2658897.000000 Penalty: 3241.032471
	Iteration 24Q: 3 clusters Score -2658897 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2658994.500000 Penalty: 3241.032471
	Iteration 25Q: 3 clusters Score -2658994 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2659056.500000 Penalty: 3241.032471
	Iteration 26Q: 3 clusters Score -2659056 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2659108.250000 Penalty: 3241.032471
	Iteration 27Q: 3 clusters Score -2659108 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2659151.750000 Penalty: 3241.032471
	Iteration 28Q: 3 clusters Score -2659152 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2659181.750000 Penalty: 3241.032471
	Iteration 29Q: 3 clusters Score -2659182 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2659206.000000 Penalty: 3241.032471
	Iteration 30Q: 3 clusters Score -2659206 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2659225.250000 Penalty: 3241.032471
	Iteration 31Q: 3 clusters Score -2659225 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2659239.750000 Penalty: 3241.032471
	Iteration 32Q: 3 clusters Score -2659240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2659255.750000 Penalty: 3241.032471
	Iteration 33Q: 3 clusters Score -2659256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2659272.500000 Penalty: 3241.032471
	Iteration 34Q: 3 clusters Score -2659272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2659277.500000 Penalty: 3241.032471
	Iteration 35Q: 3 clusters Score -2659278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2659288.750000 Penalty: 3241.032471
	Iteration 36Q: 3 clusters Score -2659289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2659288.000000 Penalty: 3241.032471
	Iteration 37Q: 3 clusters Score -2659288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2659296.000000 Penalty: 3241.032471
	Iteration 38Q: 3 clusters Score -2659296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2659299.250000 Penalty: 3241.032471
	Iteration 39Q: 3 clusters Score -2659299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2659300.000000 Penalty: 3241.032471
	Iteration 40F: 3 clusters Score -2659300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2659300.000000 Penalty: 3241.032471
	Iteration 41Q: 3 clusters Score -2659300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2659298.750000 Penalty: 3241.032471
	Iteration 42Q: 3 clusters Score -2659299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2659298.750000 Penalty: 3241.032471
	Iteration 43F: 3 clusters Score -2659299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Entering Unmasked Estep 
Score: -781704.125000 Penalty: 1429.846924
	Iteration 0F: 2 clusters Score -781704.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -776702.062500 Penalty: 2859.693848
	Iteration 0F: 3 clusters Score -776702.1 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -778361.625000 Penalty: 2859.693848
	Iteration 1F: 3 clusters Score -778361.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -778723.937500 Penalty: 2859.693848
	Iteration 2F: 3 clusters Score -778723.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -779074.375000 Penalty: 2859.693848
	Iteration 3F: 3 clusters Score -779074.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -779379.062500 Penalty: 2859.693848
	Iteration 4F: 3 clusters Score -779379.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -779623.187500 Penalty: 2859.693848
	Iteration 5F: 3 clusters Score -779623.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -779820.500000 Penalty: 2859.693848
	Iteration 6Q: 3 clusters Score -779820.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -779947.500000 Penalty: 2859.693848
	Iteration 7Q: 3 clusters Score -779947.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -780079.625000 Penalty: 2859.693848
	Iteration 8Q: 3 clusters Score -780079.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -780218.687500 Penalty: 2859.693848
	Iteration 9Q: 3 clusters Score -780218.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -780304.062500 Penalty: 2859.693848
	Iteration 10Q: 3 clusters Score -780304.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -780386.187500 Penalty: 2859.693848
	Iteration 11Q: 3 clusters Score -780386.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -780458.625000 Penalty: 2859.693848
	Iteration 12Q: 3 clusters Score -780458.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -780531.000000 Penalty: 2859.693848
	Iteration 13Q: 3 clusters Score -780531 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -780602.937500 Penalty: 2859.693848
	Iteration 14Q: 3 clusters Score -780602.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -780655.562500 Penalty: 2859.693848
	Iteration 15Q: 3 clusters Score -780655.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -780704.562500 Penalty: 2859.693848
	Iteration 16Q: 3 clusters Score -780704.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -780753.437500 Penalty: 2859.693848
	Iteration 17Q: 3 clusters Score -780753.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -780799.125000 Penalty: 2859.693848
	Iteration 18Q: 3 clusters Score -780799.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -780834.250000 Penalty: 2859.693848
	Iteration 19Q: 3 clusters Score -780834.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -780860.250000 Penalty: 2859.693848
	Iteration 20F: 3 clusters Score -780860.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -780888.187500 Penalty: 2859.693848
	Iteration 21Q: 3 clusters Score -780888.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -780918.437500 Penalty: 2859.693848
	Iteration 22Q: 3 clusters Score -780918.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -780954.625000 Penalty: 2859.693848
	Iteration 23Q: 3 clusters Score -780954.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -780987.312500 Penalty: 2859.693848
	Iteration 24Q: 3 clusters Score -780987.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -781013.812500 Penalty: 2859.693848
	Iteration 25Q: 3 clusters Score -781013.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -781037.187500 Penalty: 2859.693848
	Iteration 26Q: 3 clusters Score -781037.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -781061.125000 Penalty: 2859.693848
	Iteration 27Q: 3 clusters Score -781061.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -781086.187500 Penalty: 2859.693848
	Iteration 28Q: 3 clusters Score -781086.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -781110.500000 Penalty: 2859.693848
	Iteration 29Q: 3 clusters Score -781110.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -781133.500000 Penalty: 2859.693848
	Iteration 30Q: 3 clusters Score -781133.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -781159.625000 Penalty: 2859.693848
	Iteration 31Q: 3 clusters Score -781159.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -781182.937500 Penalty: 2859.693848
	Iteration 32Q: 3 clusters Score -781182.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -781199.625000 Penalty: 2859.693848
	Iteration 33Q: 3 clusters Score -781199.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -781210.875000 Penalty: 2859.693848
	Iteration 34Q: 3 clusters Score -781210.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -781217.437500 Penalty: 2859.693848
	Iteration 35Q: 3 clusters Score -781217.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -781221.875000 Penalty: 2859.693848
	Iteration 36Q: 3 clusters Score -781221.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -781229.187500 Penalty: 2859.693848
	Iteration 37Q: 3 clusters Score -781229.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -781235.312500 Penalty: 2859.693848
	Iteration 38Q: 3 clusters Score -781235.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -781241.437500 Penalty: 2859.693848
	Iteration 39Q: 3 clusters Score -781241.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -781245.187500 Penalty: 2859.693848
	Iteration 40F: 3 clusters Score -781245.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -781250.375000 Penalty: 2859.693848
	Iteration 41Q: 3 clusters Score -781250.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -781254.187500 Penalty: 2859.693848
	Iteration 42Q: 3 clusters Score -781254.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -781260.437500 Penalty: 2859.693848
	Iteration 43Q: 3 clusters Score -781260.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -781267.625000 Penalty: 2859.693848
	Iteration 44Q: 3 clusters Score -781267.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -781274.750000 Penalty: 2859.693848
	Iteration 45Q: 3 clusters Score -781274.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -781283.875000 Penalty: 2859.693848
	Iteration 46Q: 3 clusters Score -781283.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -781292.437500 Penalty: 2859.693848
	Iteration 47Q: 3 clusters Score -781292.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -781298.562500 Penalty: 2859.693848
	Iteration 48Q: 3 clusters Score -781298.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -781300.250000 Penalty: 2859.693848
	Iteration 49Q: 3 clusters Score -781300.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -781303.312500 Penalty: 2859.693848
	Iteration 50Q: 3 clusters Score -781303.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -781305.187500 Penalty: 2859.693848
	Iteration 51Q: 3 clusters Score -781305.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -781305.625000 Penalty: 2859.693848
	Iteration 52Q: 3 clusters Score -781305.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -781310.125000 Penalty: 2859.693848
	Iteration 53Q: 3 clusters Score -781310.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -781309.125000 Penalty: 2859.693848
	Iteration 54Q: 3 clusters Score -781309.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -781310.187500 Penalty: 2859.693848
	Iteration 55Q: 3 clusters Score -781310.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -781311.375000 Penalty: 2859.693848
	Iteration 56Q: 3 clusters Score -781311.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -781311.562500 Penalty: 2859.693848
	Iteration 57Q: 3 clusters Score -781311.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -781313.187500 Penalty: 2859.693848
	Iteration 58Q: 3 clusters Score -781313.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -781313.812500 Penalty: 2859.693848
	Iteration 59Q: 3 clusters Score -781313.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -781314.187500 Penalty: 2859.693848
	Iteration 60F: 3 clusters Score -781314.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -781314.937500 Penalty: 2859.693848
	Iteration 61Q: 3 clusters Score -781314.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -781314.937500 Penalty: 2859.693848
	Iteration 62F: 3 clusters Score -781314.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -30122.925781 Penalty: 958.287476
	Iteration 0F: 2 clusters Score -30122.93 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 178 members 
Entering Unmasked Estep 
Score: -29276.607422 Penalty: 1916.574951
	Iteration 0F: 3 clusters Score -29276.61 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29535.789062 Penalty: 1916.574951
	Iteration 1F: 3 clusters Score -29535.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29631.781250 Penalty: 1916.574951
	Iteration 2F: 3 clusters Score -29631.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29663.644531 Penalty: 1916.574951
	Iteration 3Q: 3 clusters Score -29663.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29720.457031 Penalty: 1916.574951
	Iteration 4Q: 3 clusters Score -29720.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29838.050781 Penalty: 1916.574951
	Iteration 5Q: 3 clusters Score -29838.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29892.824219 Penalty: 1916.574951
	Iteration 6Q: 3 clusters Score -29892.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29920.710938 Penalty: 1916.574951
	Iteration 7Q: 3 clusters Score -29920.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29922.240234 Penalty: 1916.574951
	Iteration 8Q: 3 clusters Score -29922.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29922.240234 Penalty: 1916.574951
	Iteration 9F: 3 clusters Score -29922.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Entering Unmasked Estep 
Score: -1176849.625000 Penalty: 1487.195068
	Iteration 0F: 2 clusters Score -1176850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1170071.500000 Penalty: 2974.390137
	Iteration 0F: 3 clusters Score -1170072 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1172367.000000 Penalty: 2974.390137
	Iteration 1F: 3 clusters Score -1172367 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1172781.250000 Penalty: 2974.390137
	Iteration 2F: 3 clusters Score -1172781 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1173155.500000 Penalty: 2974.390137
	Iteration 3F: 3 clusters Score -1173156 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1173510.375000 Penalty: 2974.390137
	Iteration 4F: 3 clusters Score -1173510 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1173836.250000 Penalty: 2974.390137
	Iteration 5F: 3 clusters Score -1173836 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1174183.375000 Penalty: 2974.390137
	Iteration 6F: 3 clusters Score -1174183 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1174529.250000 Penalty: 2974.390137
	Iteration 7F: 3 clusters Score -1174529 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1174846.750000 Penalty: 2974.390137
	Iteration 8F: 3 clusters Score -1174847 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1175146.875000 Penalty: 2974.390137
	Iteration 9Q: 3 clusters Score -1175147 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1175383.250000 Penalty: 2974.390137
	Iteration 10Q: 3 clusters Score -1175383 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1175574.250000 Penalty: 2974.390137
	Iteration 11Q: 3 clusters Score -1175574 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1175689.375000 Penalty: 2974.390137
	Iteration 12Q: 3 clusters Score -1175689 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1175751.750000 Penalty: 2974.390137
	Iteration 13Q: 3 clusters Score -1175752 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1175792.625000 Penalty: 2974.390137
	Iteration 14Q: 3 clusters Score -1175793 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1175815.000000 Penalty: 2974.390137
	Iteration 15Q: 3 clusters Score -1175815 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1175835.625000 Penalty: 2974.390137
	Iteration 16Q: 3 clusters Score -1175836 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1175848.625000 Penalty: 2974.390137
	Iteration 17Q: 3 clusters Score -1175849 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1175863.000000 Penalty: 2974.390137
	Iteration 18Q: 3 clusters Score -1175863 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1175872.500000 Penalty: 2974.390137
	Iteration 19Q: 3 clusters Score -1175872 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1175882.625000 Penalty: 2974.390137
	Iteration 20F: 3 clusters Score -1175883 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1175892.500000 Penalty: 2974.390137
	Iteration 21Q: 3 clusters Score -1175892 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1175900.875000 Penalty: 2974.390137
	Iteration 22Q: 3 clusters Score -1175901 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1175910.875000 Penalty: 2974.390137
	Iteration 23Q: 3 clusters Score -1175911 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1175916.000000 Penalty: 2974.390137
	Iteration 24Q: 3 clusters Score -1175916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1175923.750000 Penalty: 2974.390137
	Iteration 25Q: 3 clusters Score -1175924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1175929.625000 Penalty: 2974.390137
	Iteration 26Q: 3 clusters Score -1175930 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1175940.875000 Penalty: 2974.390137
	Iteration 27Q: 3 clusters Score -1175941 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1175942.000000 Penalty: 2974.390137
	Iteration 28Q: 3 clusters Score -1175942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1175948.875000 Penalty: 2974.390137
	Iteration 29Q: 3 clusters Score -1175949 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1175953.250000 Penalty: 2974.390137
	Iteration 30Q: 3 clusters Score -1175953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1175957.375000 Penalty: 2974.390137
	Iteration 31Q: 3 clusters Score -1175957 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1175963.250000 Penalty: 2974.390137
	Iteration 32Q: 3 clusters Score -1175963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1175966.875000 Penalty: 2974.390137
	Iteration 33Q: 3 clusters Score -1175967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1175971.750000 Penalty: 2974.390137
	Iteration 34Q: 3 clusters Score -1175972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1175973.625000 Penalty: 2974.390137
	Iteration 35Q: 3 clusters Score -1175974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1175975.000000 Penalty: 2974.390137
	Iteration 36Q: 3 clusters Score -1175975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1175974.750000 Penalty: 2974.390137
	Iteration 37Q: 3 clusters Score -1175975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1175974.500000 Penalty: 2974.390137
	Iteration 38Q: 3 clusters Score -1175974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1175976.000000 Penalty: 2974.390137
	Iteration 39Q: 3 clusters Score -1175976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1175974.125000 Penalty: 2974.390137
	Iteration 40F: 3 clusters Score -1175974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1175974.625000 Penalty: 2974.390137
	Iteration 41Q: 3 clusters Score -1175975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1175974.625000 Penalty: 2974.390137
	Iteration 42F: 3 clusters Score -1175975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (34938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Entering Unmasked Estep 
Score: -4299564.000000 Penalty: 1699.966187
	Iteration 0F: 2 clusters Score -4299564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -4276268.500000 Penalty: 3399.932373
	Iteration 0F: 3 clusters Score -4276268 nChanged 16134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -4285411.000000 Penalty: 3399.932373
	Iteration 1F: 3 clusters Score -4285411 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -4285989.500000 Penalty: 3399.932373
	Iteration 2Q: 3 clusters Score -4285990 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -4286590.500000 Penalty: 3399.932373
	Iteration 3Q: 3 clusters Score -4286590 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -4287394 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -4288466 nChanged 1998
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -4289763 nChanged 1968
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -4291157 nChanged 1849
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -4292579 nChanged 1666
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -4293749 nChanged 1468
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4294674 nChanged 1102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4295248 nChanged 848
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -4295632.000000 Penalty: 3399.932373
	Iteration 12Q: 3 clusters Score -4295632 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4295876 nChanged 504
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Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4296095 nChanged 435
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4296261 nChanged 412
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4296421 nChanged 377
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4296527 nChanged 328
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4296619 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -4296701.000000 Penalty: 3399.932373
	Iteration 19Q: 3 clusters Score -4296701 nChanged 251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4296768 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -4296826.000000 Penalty: 3399.932373
	Iteration 21Q: 3 clusters Score -4296826 nChanged 219
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -4296873.500000 Penalty: 3399.932373
	Iteration 22Q: 3 clusters Score -4296874 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -4296914.000000 Penalty: 3399.932373
	Iteration 23Q: 3 clusters Score -4296914 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4296967 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4296984 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -4297017.000000 Penalty: 3399.932373
	Iteration 26Q: 3 clusters Score -4297017 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -4297030.500000 Penalty: 3399.932373
	Iteration 27Q: 3 clusters Score -4297030 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -4297042.000000 Penalty: 3399.932373
	Iteration 28Q: 3 clusters Score -4297042 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -4297073.500000 Penalty: 3399.932373
	Iteration 29Q: 3 clusters Score -4297074 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -4297090.500000 Penalty: 3399.932373
	Iteration 30Q: 3 clusters Score -4297090 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -4297109.500000 Penalty: 3399.932373
	Iteration 31Q: 3 clusters Score -4297110 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -4297120.500000 Penalty: 3399.932373
	Iteration 32Q: 3 clusters Score -4297120 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -4297131.000000 Penalty: 3399.932373
	Iteration 33Q: 3 clusters Score -4297131 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -4297145.500000 Penalty: 3399.932373
	Iteration 34Q: 3 clusters Score -4297146 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -4297169.000000 Penalty: 3399.932373
	Iteration 35Q: 3 clusters Score -4297169 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4297169 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4297188 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -4297201.000000 Penalty: 3399.932373
	Iteration 38Q: 3 clusters Score -4297201 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -4297205.500000 Penalty: 3399.932373
	Iteration 39Q: 3 clusters Score -4297206 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -4297215.000000 Penalty: 3399.932373
	Iteration 40F: 3 clusters Score -4297215 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -4297235.000000 Penalty: 3399.932373
	Iteration 41Q: 3 clusters Score -4297235 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -4297242.000000 Penalty: 3399.932373
	Iteration 42Q: 3 clusters Score -4297242 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -4297249.000000 Penalty: 3399.932373
	Iteration 43Q: 3 clusters Score -4297249 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -4297267.000000 Penalty: 3399.932373
	Iteration 44Q: 3 clusters Score -4297267 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -4297271.000000 Penalty: 3399.932373
	Iteration 45Q: 3 clusters Score -4297271 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -4297275.500000 Penalty: 3399.932373
	Iteration 46Q: 3 clusters Score -4297276 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -4297283.000000 Penalty: 3399.932373
	Iteration 47Q: 3 clusters Score -4297283 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -4297297.000000 Penalty: 3399.932373
	Iteration 48Q: 3 clusters Score -4297297 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -4297308.500000 Penalty: 3399.932373
	Iteration 49Q: 3 clusters Score -4297308 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -4297321.500000 Penalty: 3399.932373
	Iteration 50Q: 3 clusters Score -4297322 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -4297315.000000 Penalty: 3399.932373
	Iteration 51Q: 3 clusters Score -4297315 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -4297336.000000 Penalty: 3399.932373
	Iteration 52Q: 3 clusters Score -4297336 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30018 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4297338 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4297350 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -4297361.000000 Penalty: 3399.932373
	Iteration 55Q: 3 clusters Score -4297361 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -4297375.000000 Penalty: 3399.932373
	Iteration 56Q: 3 clusters Score -4297375 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -4297377.500000 Penalty: 3399.932373
	Iteration 57Q: 3 clusters Score -4297378 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -4297386.000000 Penalty: 3399.932373
	Iteration 58Q: 3 clusters Score -4297386 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -4297405.000000 Penalty: 3399.932373
	Iteration 59Q: 3 clusters Score -4297405 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -4297423.000000 Penalty: 3399.932373
	Iteration 60F: 3 clusters Score -4297423 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -4297433.000000 Penalty: 3399.932373
	Iteration 61Q: 3 clusters Score -4297433 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -4297447.500000 Penalty: 3399.932373
	Iteration 62Q: 3 clusters Score -4297448 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -4297468.500000 Penalty: 3399.932373
	Iteration 63Q: 3 clusters Score -4297468 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -4297472.000000 Penalty: 3399.932373
	Iteration 64Q: 3 clusters Score -4297472 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -4297488.500000 Penalty: 3399.932373
	Iteration 65Q: 3 clusters Score -4297488 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -4297504.000000 Penalty: 3399.932373
	Iteration 66Q: 3 clusters Score -4297504 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -4297536.000000 Penalty: 3399.932373
	Iteration 67Q: 3 clusters Score -4297536 nChanged 87
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Mstep: Class 1 contains 31253 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4297548 nChanged 88
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Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4297560 nChanged 80
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Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4297587 nChanged 90
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Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -4297614.500000 Penalty: 3399.932373
	Iteration 71Q: 3 clusters Score -4297614 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4297630 nChanged 99
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Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -4297662.000000 Penalty: 3399.932373
	Iteration 73Q: 3 clusters Score -4297662 nChanged 109
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Mstep: Class 1 contains 31770 members 
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Entering Unmasked Estep 
Score: -4297683.500000 Penalty: 3399.932373
	Iteration 74Q: 3 clusters Score -4297684 nChanged 96
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Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -4297705.000000 Penalty: 3399.932373
	Iteration 75Q: 3 clusters Score -4297705 nChanged 103
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Mstep: Class 1 contains 31959 members 
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Entering Unmasked Estep 
Score: -4297722.000000 Penalty: 3399.932373
	Iteration 76Q: 3 clusters Score -4297722 nChanged 121
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Mstep: Class 1 contains 32070 members 
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Entering Unmasked Estep 
Score: -4297752.500000 Penalty: 3399.932373
	Iteration 77Q: 3 clusters Score -4297752 nChanged 119
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Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -4297802.500000 Penalty: 3399.932373
	Iteration 78Q: 3 clusters Score -4297802 nChanged 108
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Mstep: Class 1 contains 32279 members 
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Entering Unmasked Estep 
Score: -4297813.000000 Penalty: 3399.932373
	Iteration 79Q: 3 clusters Score -4297813 nChanged 90
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Mstep: Class 1 contains 32361 members 
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Entering Unmasked Estep 
Score: -4297847.500000 Penalty: 3399.932373
	Iteration 80F: 3 clusters Score -4297848 nChanged 85
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Mstep: Class 1 contains 32436 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4297855 nChanged 89
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Mstep: Class 1 contains 32509 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4297880 nChanged 76
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Mstep: Class 1 contains 32575 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4297904 nChanged 75
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Mstep: Class 1 contains 32642 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4297918 nChanged 86
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Mstep: Class 1 contains 32718 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4297945 nChanged 90
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Mstep: Class 1 contains 32800 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4297980 nChanged 85
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Mstep: Class 1 contains 32877 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4297990 nChanged 68
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Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4297998 nChanged 57
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Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -4298020.500000 Penalty: 3399.932373
	Iteration 89Q: 3 clusters Score -4298020 nChanged 48
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Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4298031.500000 Penalty: 3399.932373
	Iteration 90Q: 3 clusters Score -4298032 nChanged 43
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Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4298043.000000 Penalty: 3399.932373
	Iteration 91Q: 3 clusters Score -4298043 nChanged 52
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Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4298056.000000 Penalty: 3399.932373
	Iteration 92Q: 3 clusters Score -4298056 nChanged 48
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Mstep: Class 1 contains 33169 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4298068 nChanged 53
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Mstep: Class 1 contains 33218 members 
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Entering Unmasked Estep 
Score: -4298093.500000 Penalty: 3399.932373
	Iteration 94Q: 3 clusters Score -4298094 nChanged 49
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Mstep: Class 1 contains 33261 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4298087 nChanged 47
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Mstep: Class 1 contains 33306 members 
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Entering Unmasked Estep 
Score: -4298102.500000 Penalty: 3399.932373
	Iteration 96Q: 3 clusters Score -4298102 nChanged 39
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Entering Unmasked Estep 
Score: -4298099.500000 Penalty: 3399.932373
	Iteration 97Q: 3 clusters Score -4298100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4298109.000000 Penalty: 3399.932373
	Iteration 98Q: 3 clusters Score -4298109 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4298119.000000 Penalty: 3399.932373
	Iteration 99Q: 3 clusters Score -4298119 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4298128.500000 Penalty: 3399.932373
	Iteration 100F: 3 clusters Score -4298128 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4298147.000000 Penalty: 3399.932373
	Iteration 101Q: 3 clusters Score -4298147 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4298150.500000 Penalty: 3399.932373
	Iteration 102Q: 3 clusters Score -4298150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4298154.500000 Penalty: 3399.932373
	Iteration 103Q: 3 clusters Score -4298154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4298166.000000 Penalty: 3399.932373
	Iteration 104Q: 3 clusters Score -4298166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4298174.000000 Penalty: 3399.932373
	Iteration 105Q: 3 clusters Score -4298174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4298174.500000 Penalty: 3399.932373
	Iteration 106Q: 3 clusters Score -4298174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4298179.500000 Penalty: 3399.932373
	Iteration 107Q: 3 clusters Score -4298180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4298187.500000 Penalty: 3399.932373
	Iteration 108Q: 3 clusters Score -4298188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4298196.000000 Penalty: 3399.932373
	Iteration 109Q: 3 clusters Score -4298196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4298190.500000 Penalty: 3399.932373
	Iteration 110Q: 3 clusters Score -4298190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4298197.500000 Penalty: 3399.932373
	Iteration 111Q: 3 clusters Score -4298198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4298195.500000 Penalty: 3399.932373
	Iteration 112Q: 3 clusters Score -4298196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4298204.500000 Penalty: 3399.932373
	Iteration 113Q: 3 clusters Score -4298204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4298206.500000 Penalty: 3399.932373
	Iteration 114Q: 3 clusters Score -4298206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4298209.000000 Penalty: 3399.932373
	Iteration 115Q: 3 clusters Score -4298209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4298209.000000 Penalty: 3399.932373
	Iteration 116Q: 3 clusters Score -4298209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4298211.000000 Penalty: 3399.932373
	Iteration 117Q: 3 clusters Score -4298211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4298207.000000 Penalty: 3399.932373
	Iteration 118Q: 3 clusters Score -4298207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4298208.000000 Penalty: 3399.932373
	Iteration 119Q: 3 clusters Score -4298208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4298208.000000 Penalty: 3399.932373
	Iteration 120F: 3 clusters Score -4298208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4298209.500000 Penalty: 3399.932373
	Iteration 121Q: 3 clusters Score -4298210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4298210.000000 Penalty: 3399.932373
	Iteration 122Q: 3 clusters Score -4298210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4298212.500000 Penalty: 3399.932373
	Iteration 123Q: 3 clusters Score -4298212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4298215.000000 Penalty: 3399.932373
	Iteration 124Q: 3 clusters Score -4298215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4298214.000000 Penalty: 3399.932373
	Iteration 125Q: 3 clusters Score -4298214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4298219.000000 Penalty: 3399.932373
	Iteration 126Q: 3 clusters Score -4298219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4298226.500000 Penalty: 3399.932373
	Iteration 127Q: 3 clusters Score -4298226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4298228.000000 Penalty: 3399.932373
	Iteration 128Q: 3 clusters Score -4298228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4298228.000000 Penalty: 3399.932373
	Iteration 129Q: 3 clusters Score -4298228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4298228.500000 Penalty: 3399.932373
	Iteration 130Q: 3 clusters Score -4298228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4298225.500000 Penalty: 3399.932373
	Iteration 131Q: 3 clusters Score -4298226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4298225.500000 Penalty: 3399.932373
	Iteration 132Q: 3 clusters Score -4298226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4298227.500000 Penalty: 3399.932373
	Iteration 133Q: 3 clusters Score -4298228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4298227.500000 Penalty: 3399.932373
	Iteration 134F: 3 clusters Score -4298228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (23754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Entering Unmasked Estep 
Score: -2879043.250000 Penalty: 1637.269775
	Iteration 0F: 2 clusters Score -2879043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2863031.000000 Penalty: 3274.539551
	Iteration 0F: 3 clusters Score -2863031 nChanged 10857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -2868808.500000 Penalty: 3274.539551
	Iteration 1F: 3 clusters Score -2868808 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2869085.500000 Penalty: 3274.539551
	Iteration 2Q: 3 clusters Score -2869086 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2869333.250000 Penalty: 3274.539551
	Iteration 3Q: 3 clusters Score -2869333 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2869548.250000 Penalty: 3274.539551
	Iteration 4Q: 3 clusters Score -2869548 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2869791.250000 Penalty: 3274.539551
	Iteration 5Q: 3 clusters Score -2869791 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2870114.500000 Penalty: 3274.539551
	Iteration 6Q: 3 clusters Score -2870114 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2870573.500000 Penalty: 3274.539551
	Iteration 7Q: 3 clusters Score -2870574 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2871172.000000 Penalty: 3274.539551
	Iteration 8Q: 3 clusters Score -2871172 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2872019.750000 Penalty: 3274.539551
	Iteration 9F: 3 clusters Score -2872020 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2873067.250000 Penalty: 3274.539551
	Iteration 10F: 3 clusters Score -2873067 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -2874236.750000 Penalty: 3274.539551
	Iteration 11F: 3 clusters Score -2874237 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2875436.000000 Penalty: 3274.539551
	Iteration 12F: 3 clusters Score -2875436 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2876449.250000 Penalty: 3274.539551
	Iteration 13Q: 3 clusters Score -2876449 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2877204.500000 Penalty: 3274.539551
	Iteration 14Q: 3 clusters Score -2877204 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2877586.250000 Penalty: 3274.539551
	Iteration 15Q: 3 clusters Score -2877586 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2877748.750000 Penalty: 3274.539551
	Iteration 16Q: 3 clusters Score -2877749 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2877839.000000 Penalty: 3274.539551
	Iteration 17Q: 3 clusters Score -2877839 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2877898.000000 Penalty: 3274.539551
	Iteration 18Q: 3 clusters Score -2877898 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2877929.500000 Penalty: 3274.539551
	Iteration 19Q: 3 clusters Score -2877930 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2877944.250000 Penalty: 3274.539551
	Iteration 20F: 3 clusters Score -2877944 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2877965.000000 Penalty: 3274.539551
	Iteration 21Q: 3 clusters Score -2877965 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2877972.250000 Penalty: 3274.539551
	Iteration 22Q: 3 clusters Score -2877972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2877985.250000 Penalty: 3274.539551
	Iteration 23Q: 3 clusters Score -2877985 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2877991.750000 Penalty: 3274.539551
	Iteration 24Q: 3 clusters Score -2877992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2877997.500000 Penalty: 3274.539551
	Iteration 25Q: 3 clusters Score -2877998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2878002.250000 Penalty: 3274.539551
	Iteration 26Q: 3 clusters Score -2878002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2878002.250000 Penalty: 3274.539551
	Iteration 27Q: 3 clusters Score -2878002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2878008.250000 Penalty: 3274.539551
	Iteration 28Q: 3 clusters Score -2878008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2878005.000000 Penalty: 3274.539551
	Iteration 29Q: 3 clusters Score -2878005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2878007.500000 Penalty: 3274.539551
	Iteration 30Q: 3 clusters Score -2878008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2878005.500000 Penalty: 3274.539551
	Iteration 31Q: 3 clusters Score -2878006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2878008.500000 Penalty: 3274.539551
	Iteration 32Q: 3 clusters Score -2878008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2878008.500000 Penalty: 3274.539551
	Iteration 33Q: 3 clusters Score -2878008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2878008.500000 Penalty: 3274.539551
	Iteration 34Q: 3 clusters Score -2878008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2878011.750000 Penalty: 3274.539551
	Iteration 35Q: 3 clusters Score -2878012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2878011.500000 Penalty: 3274.539551
	Iteration 36Q: 3 clusters Score -2878012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2878009.750000 Penalty: 3274.539551
	Iteration 37Q: 3 clusters Score -2878010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2878009.750000 Penalty: 3274.539551
	Iteration 38F: 3 clusters Score -2878010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Entering Unmasked Estep 
Score: -219423.687500 Penalty: 1232.937866
	Iteration 0F: 2 clusters Score -219423.7 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 995 members 
Entering Unmasked Estep 
Score: -217339.515625 Penalty: 2465.875732
	Iteration 0F: 3 clusters Score -217339.5 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -217893.062500 Penalty: 2465.875732
	Iteration 1F: 3 clusters Score -217893.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -218080.812500 Penalty: 2465.875732
	Iteration 2F: 3 clusters Score -218080.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -218183.390625 Penalty: 2465.875732
	Iteration 3F: 3 clusters Score -218183.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -218245.250000 Penalty: 2465.875732
	Iteration 4Q: 3 clusters Score -218245.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -218290.843750 Penalty: 2465.875732
	Iteration 5Q: 3 clusters Score -218290.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -218337.343750 Penalty: 2465.875732
	Iteration 6Q: 3 clusters Score -218337.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -218375.546875 Penalty: 2465.875732
	Iteration 7Q: 3 clusters Score -218375.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -218409.328125 Penalty: 2465.875732
	Iteration 8Q: 3 clusters Score -218409.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -218434.765625 Penalty: 2465.875732
	Iteration 9Q: 3 clusters Score -218434.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -218449.093750 Penalty: 2465.875732
	Iteration 10Q: 3 clusters Score -218449.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -218459.218750 Penalty: 2465.875732
	Iteration 11Q: 3 clusters Score -218459.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -218465.718750 Penalty: 2465.875732
	Iteration 12Q: 3 clusters Score -218465.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -218473.859375 Penalty: 2465.875732
	Iteration 13Q: 3 clusters Score -218473.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -218482.765625 Penalty: 2465.875732
	Iteration 14Q: 3 clusters Score -218482.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -218487.656250 Penalty: 2465.875732
	Iteration 15Q: 3 clusters Score -218487.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -218490.062500 Penalty: 2465.875732
	Iteration 16Q: 3 clusters Score -218490.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -218492.140625 Penalty: 2465.875732
	Iteration 17Q: 3 clusters Score -218492.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -218493.593750 Penalty: 2465.875732
	Iteration 18Q: 3 clusters Score -218493.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -218494.953125 Penalty: 2465.875732
	Iteration 19Q: 3 clusters Score -218495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -218496.453125 Penalty: 2465.875732
	Iteration 20F: 3 clusters Score -218496.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -218497.812500 Penalty: 2465.875732
	Iteration 21Q: 3 clusters Score -218497.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -218497.843750 Penalty: 2465.875732
	Iteration 22Q: 3 clusters Score -218497.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -218497.843750 Penalty: 2465.875732
	Iteration 23F: 3 clusters Score -218497.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -15498.875000 Penalty: 906.091736
	Iteration 0F: 2 clusters Score -15498.88 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 131 members 
Entering Unmasked Estep 
Score: -14766.784180 Penalty: 1812.183472
	Iteration 0F: 3 clusters Score -14766.78 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15108.333008 Penalty: 1812.183472
	Iteration 1F: 3 clusters Score -15108.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15194.534180 Penalty: 1812.183472
	Iteration 2F: 3 clusters Score -15194.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15227.187500 Penalty: 1812.183472
	Iteration 3Q: 3 clusters Score -15227.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15242.126953 Penalty: 1812.183472
	Iteration 4Q: 3 clusters Score -15242.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15294.120117 Penalty: 1812.183472
	Iteration 5Q: 3 clusters Score -15294.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15366.514648 Penalty: 1812.183472
	Iteration 6Q: 3 clusters Score -15366.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15387.345703 Penalty: 1812.183472
	Iteration 7Q: 3 clusters Score -15387.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15419.044922 Penalty: 1812.183472
	Iteration 8Q: 3 clusters Score -15419.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15431.795898 Penalty: 1812.183472
	Iteration 9Q: 3 clusters Score -15431.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15432.833984 Penalty: 1812.183472
	Iteration 10Q: 3 clusters Score -15432.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15433.365234 Penalty: 1812.183472
	Iteration 11F: 3 clusters Score -15433.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15453.121094 Penalty: 1812.183472
	Iteration 12Q: 3 clusters Score -15453.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15472.570312 Penalty: 1812.183472
	Iteration 13Q: 3 clusters Score -15472.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15472.570312 Penalty: 1812.183472
	Iteration 14F: 3 clusters Score -15472.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Entering Unmasked Estep 
Score: -369942.437500 Penalty: 1300.980469
	Iteration 0F: 2 clusters Score -369942.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -367214.343750 Penalty: 2601.960938
	Iteration 0F: 3 clusters Score -367214.3 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -367833.406250 Penalty: 2601.960938
	Iteration 1F: 3 clusters Score -367833.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -368065.156250 Penalty: 2601.960938
	Iteration 2F: 3 clusters Score -368065.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -368360.750000 Penalty: 2601.960938
	Iteration 3F: 3 clusters Score -368360.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -368643.093750 Penalty: 2601.960938
	Iteration 4F: 3 clusters Score -368643.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -368944.218750 Penalty: 2601.960938
	Iteration 5F: 3 clusters Score -368944.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -369241.437500 Penalty: 2601.960938
	Iteration 6F: 3 clusters Score -369241.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -369546.750000 Penalty: 2601.960938
	Iteration 7F: 3 clusters Score -369546.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -369865.500000 Penalty: 2601.960938
	Iteration 8F: 3 clusters Score -369865.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -370131.781250 Penalty: 2601.960938
	Iteration 9Q: 3 clusters Score -370131.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -370283.437500 Penalty: 2601.960938
	Iteration 10Q: 3 clusters Score -370283.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -370361.906250 Penalty: 2601.960938
	Iteration 11Q: 3 clusters Score -370361.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -370454.531250 Penalty: 2601.960938
	Iteration 12Q: 3 clusters Score -370454.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -370490.968750 Penalty: 2601.960938
	Iteration 13Q: 3 clusters Score -370491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -370500.625000 Penalty: 2601.960938
	Iteration 14Q: 3 clusters Score -370500.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -370503.000000 Penalty: 2601.960938
	Iteration 15Q: 3 clusters Score -370503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -370503.593750 Penalty: 2601.960938
	Iteration 16Q: 3 clusters Score -370503.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -370503.843750 Penalty: 2601.960938
	Iteration 17Q: 3 clusters Score -370503.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -370503.843750 Penalty: 2601.960938
	Iteration 18F: 3 clusters Score -370503.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 105966 members 
Mstep: Class 2 contains 11542 members 
Mstep: Class 3 contains 6959 members 
Mstep: Class 4 contains 115125 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6862 members 
Mstep: Class 8 contains 9686 members 
Mstep: Class 9 contains 91330 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 11 contains 103271 members 
Mstep: Class 12 contains 96585 members 
Mstep: Class 13 contains 91911 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3113 members 
Mstep: Class 16 contains 86485 members 
Mstep: Class 17 contains 23411 members 
Mstep: Class 18 contains 14379 members 
Mstep: Class 19 contains 2782 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7869 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 570 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4739 members 
Mstep: Class 26 contains 21427 members 
Mstep: Class 27 contains 6628 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9433 members 
Mstep: Class 30 contains 34938 members 
Mstep: Class 31 contains 23754 members 
Mstep: Class 32 contains 1973 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2468 members 
Mstep: Class 35 contains 17628 members 
Mstep: Class 36 contains 6491 members 
Mstep: Class 37 contains 424 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 380 members 
Mstep: Class 40 contains 1125 members 
Mstep: Class 41 contains 531 members 
Entering Unmasked Estep 
Score: -111786760.000000 Penalty: 91479.007812
Splitting cluster 34 changes total score from -111786968.000000 to -111786760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (17628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Entering Unmasked Estep 
Score: -2188559.000000 Penalty: 1588.802124
	Iteration 0F: 2 clusters Score -2188559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2176525.250000 Penalty: 3177.604248
	Iteration 0F: 3 clusters Score -2176525 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2181013.250000 Penalty: 3177.604248
	Iteration 1F: 3 clusters Score -2181013 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2181484.500000 Penalty: 3177.604248
	Iteration 2F: 3 clusters Score -2181484 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -2182036.000000 Penalty: 3177.604248
	Iteration 3F: 3 clusters Score -2182036 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2182739.000000 Penalty: 3177.604248
	Iteration 4F: 3 clusters Score -2182739 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2183437.000000 Penalty: 3177.604248
	Iteration 5F: 3 clusters Score -2183437 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2184121.500000 Penalty: 3177.604248
	Iteration 6F: 3 clusters Score -2184122 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2184764.500000 Penalty: 3177.604248
	Iteration 7F: 3 clusters Score -2184764 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2185293.750000 Penalty: 3177.604248
	Iteration 8F: 3 clusters Score -2185294 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2185702.250000 Penalty: 3177.604248
	Iteration 9Q: 3 clusters Score -2185702 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2186014.250000 Penalty: 3177.604248
	Iteration 10Q: 3 clusters Score -2186014 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2186215.250000 Penalty: 3177.604248
	Iteration 11Q: 3 clusters Score -2186215 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2186346.250000 Penalty: 3177.604248
	Iteration 12Q: 3 clusters Score -2186346 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -2186417.000000 Penalty: 3177.604248
	Iteration 13Q: 3 clusters Score -2186417 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2186479.000000 Penalty: 3177.604248
	Iteration 14Q: 3 clusters Score -2186479 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2186524.000000 Penalty: 3177.604248
	Iteration 15Q: 3 clusters Score -2186524 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2186533.750000 Penalty: 3177.604248
	Iteration 16Q: 3 clusters Score -2186534 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2186543.250000 Penalty: 3177.604248
	Iteration 17Q: 3 clusters Score -2186543 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2186554.000000 Penalty: 3177.604248
	Iteration 18Q: 3 clusters Score -2186554 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2186561.000000 Penalty: 3177.604248
	Iteration 19Q: 3 clusters Score -2186561 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2186562.250000 Penalty: 3177.604248
	Iteration 20F: 3 clusters Score -2186562 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2186571.000000 Penalty: 3177.604248
	Iteration 21Q: 3 clusters Score -2186571 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2186576.000000 Penalty: 3177.604248
	Iteration 22Q: 3 clusters Score -2186576 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2186580.500000 Penalty: 3177.604248
	Iteration 23Q: 3 clusters Score -2186580 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2186579.500000 Penalty: 3177.604248
	Iteration 24Q: 3 clusters Score -2186580 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2186588.500000 Penalty: 3177.604248
	Iteration 25Q: 3 clusters Score -2186588 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -2186594.250000 Penalty: 3177.604248
	Iteration 26Q: 3 clusters Score -2186594 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2186604.500000 Penalty: 3177.604248
	Iteration 27Q: 3 clusters Score -2186604 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2186606.250000 Penalty: 3177.604248
	Iteration 28Q: 3 clusters Score -2186606 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2186610.750000 Penalty: 3177.604248
	Iteration 29Q: 3 clusters Score -2186611 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -2186618.000000 Penalty: 3177.604248
	Iteration 30Q: 3 clusters Score -2186618 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2186618.500000 Penalty: 3177.604248
	Iteration 31Q: 3 clusters Score -2186618 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2186627.500000 Penalty: 3177.604248
	Iteration 32Q: 3 clusters Score -2186628 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2186637.000000 Penalty: 3177.604248
	Iteration 33Q: 3 clusters Score -2186637 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -2186642.000000 Penalty: 3177.604248
	Iteration 34Q: 3 clusters Score -2186642 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2186647.000000 Penalty: 3177.604248
	Iteration 35Q: 3 clusters Score -2186647 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2186655.250000 Penalty: 3177.604248
	Iteration 36Q: 3 clusters Score -2186655 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -2186660.250000 Penalty: 3177.604248
	Iteration 37Q: 3 clusters Score -2186660 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2186670.500000 Penalty: 3177.604248
	Iteration 38Q: 3 clusters Score -2186670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2186672.500000 Penalty: 3177.604248
	Iteration 39Q: 3 clusters Score -2186672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2186674.750000 Penalty: 3177.604248
	Iteration 40F: 3 clusters Score -2186675 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2186679.750000 Penalty: 3177.604248
	Iteration 41Q: 3 clusters Score -2186680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2186680.000000 Penalty: 3177.604248
	Iteration 42Q: 3 clusters Score -2186680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2186681.000000 Penalty: 3177.604248
	Iteration 43Q: 3 clusters Score -2186681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -2186685.250000 Penalty: 3177.604248
	Iteration 44Q: 3 clusters Score -2186685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -2186687.750000 Penalty: 3177.604248
	Iteration 45Q: 3 clusters Score -2186688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2186684.750000 Penalty: 3177.604248
	Iteration 46Q: 3 clusters Score -2186685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2186684.750000 Penalty: 3177.604248
	Iteration 47Q: 3 clusters Score -2186685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2186684.500000 Penalty: 3177.604248
	Iteration 48Q: 3 clusters Score -2186684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2186687.500000 Penalty: 3177.604248
	Iteration 49Q: 3 clusters Score -2186688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2186688.000000 Penalty: 3177.604248
	Iteration 50Q: 3 clusters Score -2186688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2186691.750000 Penalty: 3177.604248
	Iteration 51Q: 3 clusters Score -2186692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2186689.750000 Penalty: 3177.604248
	Iteration 52Q: 3 clusters Score -2186690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2186696.500000 Penalty: 3177.604248
	Iteration 53Q: 3 clusters Score -2186696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -2186701.000000 Penalty: 3177.604248
	Iteration 54Q: 3 clusters Score -2186701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2186695.500000 Penalty: 3177.604248
	Iteration 55Q: 3 clusters Score -2186696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2186699.000000 Penalty: 3177.604248
	Iteration 56Q: 3 clusters Score -2186699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2186700.250000 Penalty: 3177.604248
	Iteration 57Q: 3 clusters Score -2186700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2186698.750000 Penalty: 3177.604248
	Iteration 58Q: 3 clusters Score -2186699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2186702.750000 Penalty: 3177.604248
	Iteration 59Q: 3 clusters Score -2186703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2186703.750000 Penalty: 3177.604248
	Iteration 60F: 3 clusters Score -2186704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2186702.500000 Penalty: 3177.604248
	Iteration 61Q: 3 clusters Score -2186702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2186706.500000 Penalty: 3177.604248
	Iteration 62Q: 3 clusters Score -2186706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2186703.500000 Penalty: 3177.604248
	Iteration 63Q: 3 clusters Score -2186704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -2186706.000000 Penalty: 3177.604248
	Iteration 64Q: 3 clusters Score -2186706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2186707.000000 Penalty: 3177.604248
	Iteration 65Q: 3 clusters Score -2186707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2186706.750000 Penalty: 3177.604248
	Iteration 66Q: 3 clusters Score -2186707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -2186705.750000 Penalty: 3177.604248
	Iteration 67Q: 3 clusters Score -2186706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2186706.250000 Penalty: 3177.604248
	Iteration 68Q: 3 clusters Score -2186706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2186707.250000 Penalty: 3177.604248
	Iteration 69Q: 3 clusters Score -2186707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2186705.250000 Penalty: 3177.604248
	Iteration 70Q: 3 clusters Score -2186705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2186706.500000 Penalty: 3177.604248
	Iteration 71Q: 3 clusters Score -2186706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2186709.500000 Penalty: 3177.604248
	Iteration 72Q: 3 clusters Score -2186710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2186712.500000 Penalty: 3177.604248
	Iteration 73Q: 3 clusters Score -2186712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2186712.500000 Penalty: 3177.604248
	Iteration 74Q: 3 clusters Score -2186712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2186712.250000 Penalty: 3177.604248
	Iteration 75Q: 3 clusters Score -2186712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -2186714.750000 Penalty: 3177.604248
	Iteration 76Q: 3 clusters Score -2186715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2186715.750000 Penalty: 3177.604248
	Iteration 77Q: 3 clusters Score -2186716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2186715.250000 Penalty: 3177.604248
	Iteration 78Q: 3 clusters Score -2186715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2186713.000000 Penalty: 3177.604248
	Iteration 79Q: 3 clusters Score -2186713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2186713.000000 Penalty: 3177.604248
	Iteration 80F: 3 clusters Score -2186713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -2186712.000000 Penalty: 3177.604248
	Iteration 81Q: 3 clusters Score -2186712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -2186712.750000 Penalty: 3177.604248
	Iteration 82Q: 3 clusters Score -2186713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -2186714.500000 Penalty: 3177.604248
	Iteration 83Q: 3 clusters Score -2186714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2186715.500000 Penalty: 3177.604248
	Iteration 84Q: 3 clusters Score -2186716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -2186715.500000 Penalty: 3177.604248
	Iteration 85Q: 3 clusters Score -2186716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2186715.000000 Penalty: 3177.604248
	Iteration 86Q: 3 clusters Score -2186715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -2186715.000000 Penalty: 3177.604248
	Iteration 87Q: 3 clusters Score -2186715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -2186715.000000 Penalty: 3177.604248
	Iteration 88F: 3 clusters Score -2186715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Entering Unmasked Estep 
Score: -813740.687500 Penalty: 1426.452881
	Iteration 0F: 2 clusters Score -813740.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -808760.812500 Penalty: 2852.905762
	Iteration 0F: 3 clusters Score -808760.8 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -810315.750000 Penalty: 2852.905762
	Iteration 1F: 3 clusters Score -810315.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -810615.312500 Penalty: 2852.905762
	Iteration 2F: 3 clusters Score -810615.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -810865.437500 Penalty: 2852.905762
	Iteration 3F: 3 clusters Score -810865.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -811145.625000 Penalty: 2852.905762
	Iteration 4F: 3 clusters Score -811145.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -811400.062500 Penalty: 2852.905762
	Iteration 5F: 3 clusters Score -811400.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -811632.937500 Penalty: 2852.905762
	Iteration 6F: 3 clusters Score -811632.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -811854.625000 Penalty: 2852.905762
	Iteration 7Q: 3 clusters Score -811854.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -812018.250000 Penalty: 2852.905762
	Iteration 8Q: 3 clusters Score -812018.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -812128.937500 Penalty: 2852.905762
	Iteration 9Q: 3 clusters Score -812128.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -812228.187500 Penalty: 2852.905762
	Iteration 10Q: 3 clusters Score -812228.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -812288.625000 Penalty: 2852.905762
	Iteration 11Q: 3 clusters Score -812288.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -812340.500000 Penalty: 2852.905762
	Iteration 12Q: 3 clusters Score -812340.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -812386.750000 Penalty: 2852.905762
	Iteration 13Q: 3 clusters Score -812386.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -812419.812500 Penalty: 2852.905762
	Iteration 14Q: 3 clusters Score -812419.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -812442.437500 Penalty: 2852.905762
	Iteration 15Q: 3 clusters Score -812442.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -812458.875000 Penalty: 2852.905762
	Iteration 16Q: 3 clusters Score -812458.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -812474.250000 Penalty: 2852.905762
	Iteration 17Q: 3 clusters Score -812474.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -812481.312500 Penalty: 2852.905762
	Iteration 18Q: 3 clusters Score -812481.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -812483.812500 Penalty: 2852.905762
	Iteration 19Q: 3 clusters Score -812483.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -812489.375000 Penalty: 2852.905762
	Iteration 20F: 3 clusters Score -812489.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -812491.625000 Penalty: 2852.905762
	Iteration 21Q: 3 clusters Score -812491.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -812494.000000 Penalty: 2852.905762
	Iteration 22Q: 3 clusters Score -812494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -812493.750000 Penalty: 2852.905762
	Iteration 23Q: 3 clusters Score -812493.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -812493.812500 Penalty: 2852.905762
	Iteration 24Q: 3 clusters Score -812493.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -812493.750000 Penalty: 2852.905762
	Iteration 25Q: 3 clusters Score -812493.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -812494.250000 Penalty: 2852.905762
	Iteration 26Q: 3 clusters Score -812494.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -812493.625000 Penalty: 2852.905762
	Iteration 27Q: 3 clusters Score -812493.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -812493.625000 Penalty: 2852.905762
	Iteration 28F: 3 clusters Score -812493.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -42515.734375 Penalty: 983.081726
	Iteration 0F: 2 clusters Score -42515.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -41579.699219 Penalty: 1966.163452
	Iteration 0F: 3 clusters Score -41579.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41807.187500 Penalty: 1966.163452
	Iteration 1F: 3 clusters Score -41807.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -41868.058594 Penalty: 1966.163452
	Iteration 2F: 3 clusters Score -41868.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -41904.699219 Penalty: 1966.163452
	Iteration 3Q: 3 clusters Score -41904.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41926.960938 Penalty: 1966.163452
	Iteration 4Q: 3 clusters Score -41926.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41930.500000 Penalty: 1966.163452
	Iteration 5Q: 3 clusters Score -41930.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41933.972656 Penalty: 1966.163452
	Iteration 6Q: 3 clusters Score -41933.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41963.746094 Penalty: 1966.163452
	Iteration 7Q: 3 clusters Score -41963.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41992.535156 Penalty: 1966.163452
	Iteration 8Q: 3 clusters Score -41992.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42034.355469 Penalty: 1966.163452
	Iteration 9Q: 3 clusters Score -42034.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42053.003906 Penalty: 1966.163452
	Iteration 10Q: 3 clusters Score -42053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42092.863281 Penalty: 1966.163452
	Iteration 11Q: 3 clusters Score -42092.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42118.843750 Penalty: 1966.163452
	Iteration 12Q: 3 clusters Score -42118.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42126.960938 Penalty: 1966.163452
	Iteration 13Q: 3 clusters Score -42126.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42128.304688 Penalty: 1966.163452
	Iteration 14Q: 3 clusters Score -42128.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42128.304688 Penalty: 1966.163452
	Iteration 15F: 3 clusters Score -42128.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -18534.224609 Penalty: 868.904968
	Iteration 0F: 2 clusters Score -18534.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17912.677734 Penalty: 1737.809937
	Iteration 0F: 3 clusters Score -17912.68 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -18139.882812 Penalty: 1737.809937
	Iteration 1F: 3 clusters Score -18139.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -18219.955078 Penalty: 1737.809937
	Iteration 2F: 3 clusters Score -18219.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -18308.064453 Penalty: 1737.809937
	Iteration 3Q: 3 clusters Score -18308.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -18333.460938 Penalty: 1737.809937
	Iteration 4Q: 3 clusters Score -18333.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -18364.234375 Penalty: 1737.809937
	Iteration 5Q: 3 clusters Score -18364.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -18380.441406 Penalty: 1737.809937
	Iteration 6Q: 3 clusters Score -18380.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -18385.501953 Penalty: 1737.809937
	Iteration 7Q: 3 clusters Score -18385.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -18385.501953 Penalty: 1737.809937
	Iteration 8F: 3 clusters Score -18385.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -11887.833984 Penalty: 965.277832
	Iteration 0F: 2 clusters Score -11887.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11029.332031 Penalty: 1930.555664
	Iteration 0F: 3 clusters Score -11029.33 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11468.890625 Penalty: 1930.555664
	Iteration 1F: 3 clusters Score -11468.89 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -11647.858398 Penalty: 1930.555664
	Iteration 2F: 3 clusters Score -11647.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -11895.180664 Penalty: 1930.555664
	Iteration 3F: 3 clusters Score -11895.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12078.293945 Penalty: 1930.555664
	Iteration 4F: 3 clusters Score -12078.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12115.708984 Penalty: 1930.555664
	Iteration 5Q: 3 clusters Score -12115.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12151.311523 Penalty: 1930.555664
	Iteration 6Q: 3 clusters Score -12151.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12151.311523 Penalty: 1930.555664
	Iteration 7F: 3 clusters Score -12151.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 105966 members 
Mstep: Class 2 contains 11542 members 
Mstep: Class 3 contains 6959 members 
Mstep: Class 4 contains 115125 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6862 members 
Mstep: Class 8 contains 9686 members 
Mstep: Class 9 contains 91330 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 11 contains 103271 members 
Mstep: Class 12 contains 96585 members 
Mstep: Class 13 contains 91911 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3113 members 
Mstep: Class 16 contains 86485 members 
Mstep: Class 17 contains 23411 members 
Mstep: Class 18 contains 14379 members 
Mstep: Class 19 contains 2782 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7869 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 570 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4739 members 
Mstep: Class 26 contains 21427 members 
Mstep: Class 27 contains 6628 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9433 members 
Mstep: Class 30 contains 34938 members 
Mstep: Class 31 contains 23754 members 
Mstep: Class 32 contains 1973 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2999 members 
Mstep: Class 35 contains 17628 members 
Mstep: Class 36 contains 6491 members 
Mstep: Class 37 contains 424 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 200 members 
Mstep: Class 40 contains 1125 members 
Mstep: Class 41 contains 180 members 
Entering Unmasked Estep 
Score: -111786112.000000 Penalty: 91479.007812
Splitting cluster 39 changes total score from -111786968.000000 to -111786112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -136189.921875 Penalty: 1141.650024
	Iteration 0F: 2 clusters Score -136189.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -134661.937500 Penalty: 2283.300049
	Iteration 0F: 3 clusters Score -134661.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -134961.281250 Penalty: 2283.300049
	Iteration 1F: 3 clusters Score -134961.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -135029.921875 Penalty: 2283.300049
	Iteration 2F: 3 clusters Score -135029.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -135087.531250 Penalty: 2283.300049
	Iteration 3Q: 3 clusters Score -135087.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -135142.125000 Penalty: 2283.300049
	Iteration 4Q: 3 clusters Score -135142.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -135226.390625 Penalty: 2283.300049
	Iteration 5Q: 3 clusters Score -135226.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -135303.906250 Penalty: 2283.300049
	Iteration 6Q: 3 clusters Score -135303.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -135387.437500 Penalty: 2283.300049
	Iteration 7Q: 3 clusters Score -135387.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -135462.750000 Penalty: 2283.300049
	Iteration 8Q: 3 clusters Score -135462.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -135533.953125 Penalty: 2283.300049
	Iteration 9Q: 3 clusters Score -135534 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -135596.968750 Penalty: 2283.300049
	Iteration 10Q: 3 clusters Score -135597 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -135645.812500 Penalty: 2283.300049
	Iteration 11Q: 3 clusters Score -135645.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -135688.359375 Penalty: 2283.300049
	Iteration 12Q: 3 clusters Score -135688.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -135711.500000 Penalty: 2283.300049
	Iteration 13Q: 3 clusters Score -135711.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -135731.156250 Penalty: 2283.300049
	Iteration 14Q: 3 clusters Score -135731.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -135746.937500 Penalty: 2283.300049
	Iteration 15Q: 3 clusters Score -135746.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -135758.656250 Penalty: 2283.300049
	Iteration 16Q: 3 clusters Score -135758.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -135789.625000 Penalty: 2283.300049
	Iteration 17Q: 3 clusters Score -135789.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -135819.062500 Penalty: 2283.300049
	Iteration 18Q: 3 clusters Score -135819.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -135844.656250 Penalty: 2283.300049
	Iteration 19Q: 3 clusters Score -135844.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -135865.218750 Penalty: 2283.300049
	Iteration 20F: 3 clusters Score -135865.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -135875.546875 Penalty: 2283.300049
	Iteration 21Q: 3 clusters Score -135875.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -135881.328125 Penalty: 2283.300049
	Iteration 22Q: 3 clusters Score -135881.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -135884.437500 Penalty: 2283.300049
	Iteration 23Q: 3 clusters Score -135884.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -135885.500000 Penalty: 2283.300049
	Iteration 24Q: 3 clusters Score -135885.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -135885.500000 Penalty: 2283.300049
	Iteration 25F: 3 clusters Score -135885.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 105966 members 
Mstep: Class 2 contains 11542 members 
Mstep: Class 3 contains 6959 members 
Mstep: Class 4 contains 115125 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6862 members 
Mstep: Class 8 contains 9686 members 
Mstep: Class 9 contains 91330 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 11 contains 103271 members 
Mstep: Class 12 contains 96585 members 
Mstep: Class 13 contains 91911 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3113 members 
Mstep: Class 16 contains 86485 members 
Mstep: Class 17 contains 23411 members 
Mstep: Class 18 contains 14379 members 
Mstep: Class 19 contains 2782 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7869 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 570 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4739 members 
Mstep: Class 26 contains 21427 members 
Mstep: Class 27 contains 6628 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9433 members 
Mstep: Class 30 contains 34938 members 
Mstep: Class 31 contains 23754 members 
Mstep: Class 32 contains 1973 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2999 members 
Mstep: Class 35 contains 17628 members 
Mstep: Class 36 contains 6491 members 
Mstep: Class 37 contains 424 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 380 members 
Mstep: Class 40 contains 1125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111787128.000000 Penalty: 89247.812500
Iteration 159Q: 41 clusters Score -1.117871e+08 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 106005 members 
Mstep: Class 2 contains 11538 members 
Mstep: Class 3 contains 6960 members 
Mstep: Class 4 contains 115170 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6863 members 
Mstep: Class 8 contains 9683 members 
Mstep: Class 9 contains 91091 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 103256 members 
Mstep: Class 12 contains 96588 members 
Mstep: Class 13 contains 92224 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3113 members 
Mstep: Class 16 contains 86318 members 
Mstep: Class 17 contains 23415 members 
Mstep: Class 18 contains 14376 members 
Mstep: Class 19 contains 2785 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7867 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 570 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4738 members 
Mstep: Class 26 contains 21424 members 
Mstep: Class 27 contains 6626 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9433 members 
Mstep: Class 30 contains 34939 members 
Mstep: Class 31 contains 23775 members 
Mstep: Class 32 contains 1973 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3004 members 
Mstep: Class 35 contains 17629 members 
Mstep: Class 36 contains 6495 members 
Mstep: Class 37 contains 424 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 380 members 
Mstep: Class 40 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111787152.000000 Penalty: 89247.812500
Iteration 160F: 41 clusters Score -1.117872e+08 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 106032 members 
Mstep: Class 2 contains 11537 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 115209 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6863 members 
Mstep: Class 8 contains 9682 members 
Mstep: Class 9 contains 90871 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 103234 members 
Mstep: Class 12 contains 96582 members 
Mstep: Class 13 contains 92563 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3114 members 
Mstep: Class 16 contains 86133 members 
Mstep: Class 17 contains 23415 members 
Mstep: Class 18 contains 14377 members 
Mstep: Class 19 contains 2788 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7868 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 570 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4737 members 
Mstep: Class 26 contains 21413 members 
Mstep: Class 27 contains 6630 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9433 members 
Mstep: Class 30 contains 34939 members 
Mstep: Class 31 contains 23799 members 
Mstep: Class 32 contains 1973 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3007 members 
Mstep: Class 35 contains 17630 members 
Mstep: Class 36 contains 6497 members 
Mstep: Class 37 contains 424 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 381 members 
Mstep: Class 40 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111787328.000000 Penalty: 89247.812500
Iteration 161Q: 41 clusters Score -1.117873e+08 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106038 members 
Mstep: Class 2 contains 11542 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 115287 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6860 members 
Mstep: Class 8 contains 9684 members 
Mstep: Class 9 contains 90648 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 11 contains 103248 members 
Mstep: Class 12 contains 96590 members 
Mstep: Class 13 contains 92858 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3113 members 
Mstep: Class 16 contains 85943 members 
Mstep: Class 17 contains 23422 members 
Mstep: Class 18 contains 14372 members 
Mstep: Class 19 contains 2789 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7869 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 570 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4741 members 
Mstep: Class 26 contains 21389 members 
Mstep: Class 27 contains 6631 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9434 members 
Mstep: Class 30 contains 34930 members 
Mstep: Class 31 contains 23825 members 
Mstep: Class 32 contains 1972 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3011 members 
Mstep: Class 35 contains 17631 members 
Mstep: Class 36 contains 6500 members 
Mstep: Class 37 contains 424 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111787256.000000 Penalty: 89247.812500
Iteration 162Q: 41 clusters Score -1.117873e+08 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106090 members 
Mstep: Class 2 contains 11549 members 
Mstep: Class 3 contains 6963 members 
Mstep: Class 4 contains 115374 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6860 members 
Mstep: Class 8 contains 9682 members 
Mstep: Class 9 contains 90403 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 103248 members 
Mstep: Class 12 contains 96588 members 
Mstep: Class 13 contains 93164 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3114 members 
Mstep: Class 16 contains 85725 members 
Mstep: Class 17 contains 23422 members 
Mstep: Class 18 contains 14368 members 
Mstep: Class 19 contains 2790 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7869 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 570 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4746 members 
Mstep: Class 26 contains 21369 members 
Mstep: Class 27 contains 6633 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9436 members 
Mstep: Class 30 contains 34924 members 
Mstep: Class 31 contains 23851 members 
Mstep: Class 32 contains 1972 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3012 members 
Mstep: Class 35 contains 17632 members 
Mstep: Class 36 contains 6504 members 
Mstep: Class 37 contains 424 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111787704.000000 Penalty: 89247.812500
Iteration 163Q: 41 clusters Score -1.117877e+08 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106113 members 
Mstep: Class 2 contains 11551 members 
Mstep: Class 3 contains 6967 members 
Mstep: Class 4 contains 115523 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6862 members 
Mstep: Class 8 contains 9687 members 
Mstep: Class 9 contains 90117 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 103183 members 
Mstep: Class 12 contains 96597 members 
Mstep: Class 13 contains 93512 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3115 members 
Mstep: Class 16 contains 85524 members 
Mstep: Class 17 contains 23428 members 
Mstep: Class 18 contains 14359 members 
Mstep: Class 19 contains 2793 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7872 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 570 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4745 members 
Mstep: Class 26 contains 21356 members 
Mstep: Class 27 contains 6634 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9437 members 
Mstep: Class 30 contains 34921 members 
Mstep: Class 31 contains 23868 members 
Mstep: Class 32 contains 1972 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3014 members 
Mstep: Class 35 contains 17632 members 
Mstep: Class 36 contains 6508 members 
Mstep: Class 37 contains 423 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111787728.000000 Penalty: 89247.812500
Iteration 164Q: 41 clusters Score -1.117877e+08 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106114 members 
Mstep: Class 2 contains 11553 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 115654 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6857 members 
Mstep: Class 8 contains 9689 members 
Mstep: Class 9 contains 89828 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 103163 members 
Mstep: Class 12 contains 96592 members 
Mstep: Class 13 contains 93905 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3114 members 
Mstep: Class 16 contains 85324 members 
Mstep: Class 17 contains 23439 members 
Mstep: Class 18 contains 14351 members 
Mstep: Class 19 contains 2794 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7878 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 570 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4750 members 
Mstep: Class 26 contains 21323 members 
Mstep: Class 27 contains 6638 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9439 members 
Mstep: Class 30 contains 34912 members 
Mstep: Class 31 contains 23886 members 
Mstep: Class 32 contains 1972 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3015 members 
Mstep: Class 35 contains 17632 members 
Mstep: Class 36 contains 6507 members 
Mstep: Class 37 contains 422 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788184.000000 Penalty: 89247.812500
Iteration 165Q: 41 clusters Score -1.117882e+08 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106144 members 
Mstep: Class 2 contains 11550 members 
Mstep: Class 3 contains 6961 members 
Mstep: Class 4 contains 115751 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6855 members 
Mstep: Class 8 contains 9695 members 
Mstep: Class 9 contains 89543 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 11 contains 103180 members 
Mstep: Class 12 contains 96564 members 
Mstep: Class 13 contains 94263 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3115 members 
Mstep: Class 16 contains 85147 members 
Mstep: Class 17 contains 23449 members 
Mstep: Class 18 contains 14349 members 
Mstep: Class 19 contains 2795 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7878 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 569 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4749 members 
Mstep: Class 26 contains 21293 members 
Mstep: Class 27 contains 6641 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9438 members 
Mstep: Class 30 contains 34894 members 
Mstep: Class 31 contains 23909 members 
Mstep: Class 32 contains 1973 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3018 members 
Mstep: Class 35 contains 17633 members 
Mstep: Class 36 contains 6506 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788336.000000 Penalty: 89247.812500
Iteration 166Q: 41 clusters Score -1.117883e+08 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106172 members 
Mstep: Class 2 contains 11549 members 
Mstep: Class 3 contains 6956 members 
Mstep: Class 4 contains 115820 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6855 members 
Mstep: Class 8 contains 9693 members 
Mstep: Class 9 contains 89281 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 11 contains 103180 members 
Mstep: Class 12 contains 96565 members 
Mstep: Class 13 contains 94613 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3115 members 
Mstep: Class 16 contains 84984 members 
Mstep: Class 17 contains 23458 members 
Mstep: Class 18 contains 14344 members 
Mstep: Class 19 contains 2795 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7881 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 570 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4750 members 
Mstep: Class 26 contains 21261 members 
Mstep: Class 27 contains 6641 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9438 members 
Mstep: Class 30 contains 34878 members 
Mstep: Class 31 contains 23933 members 
Mstep: Class 32 contains 1974 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3020 members 
Mstep: Class 35 contains 17634 members 
Mstep: Class 36 contains 6503 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788592.000000 Penalty: 89247.812500
Iteration 167Q: 41 clusters Score -1.117886e+08 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106170 members 
Mstep: Class 2 contains 11538 members 
Mstep: Class 3 contains 6953 members 
Mstep: Class 4 contains 115903 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6857 members 
Mstep: Class 8 contains 9697 members 
Mstep: Class 9 contains 88986 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 11 contains 103168 members 
Mstep: Class 12 contains 96545 members 
Mstep: Class 13 contains 95000 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3115 members 
Mstep: Class 16 contains 84842 members 
Mstep: Class 17 contains 23480 members 
Mstep: Class 18 contains 14343 members 
Mstep: Class 19 contains 2796 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7890 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4752 members 
Mstep: Class 26 contains 21225 members 
Mstep: Class 27 contains 6640 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9439 members 
Mstep: Class 30 contains 34862 members 
Mstep: Class 31 contains 23954 members 
Mstep: Class 32 contains 1975 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3021 members 
Mstep: Class 35 contains 17636 members 
Mstep: Class 36 contains 6504 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788856.000000 Penalty: 89247.812500
Iteration 168Q: 41 clusters Score -1.117889e+08 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106205 members 
Mstep: Class 2 contains 11538 members 
Mstep: Class 3 contains 6954 members 
Mstep: Class 4 contains 115975 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6860 members 
Mstep: Class 8 contains 9695 members 
Mstep: Class 9 contains 88643 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 103179 members 
Mstep: Class 12 contains 96539 members 
Mstep: Class 13 contains 95387 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3111 members 
Mstep: Class 16 contains 84694 members 
Mstep: Class 17 contains 23490 members 
Mstep: Class 18 contains 14342 members 
Mstep: Class 19 contains 2797 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7887 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4755 members 
Mstep: Class 26 contains 21203 members 
Mstep: Class 27 contains 6635 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9440 members 
Mstep: Class 30 contains 34837 members 
Mstep: Class 31 contains 23983 members 
Mstep: Class 32 contains 1974 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3022 members 
Mstep: Class 35 contains 17640 members 
Mstep: Class 36 contains 6506 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788768.000000 Penalty: 89247.812500
Iteration 169Q: 41 clusters Score -1.117888e+08 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106241 members 
Mstep: Class 2 contains 11537 members 
Mstep: Class 3 contains 6955 members 
Mstep: Class 4 contains 116071 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6858 members 
Mstep: Class 8 contains 9691 members 
Mstep: Class 9 contains 88235 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 103176 members 
Mstep: Class 12 contains 96517 members 
Mstep: Class 13 contains 95826 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3112 members 
Mstep: Class 16 contains 84559 members 
Mstep: Class 17 contains 23507 members 
Mstep: Class 18 contains 14340 members 
Mstep: Class 19 contains 2797 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7889 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4756 members 
Mstep: Class 26 contains 21180 members 
Mstep: Class 27 contains 6636 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9441 members 
Mstep: Class 30 contains 34808 members 
Mstep: Class 31 contains 24019 members 
Mstep: Class 32 contains 1975 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3022 members 
Mstep: Class 35 contains 17640 members 
Mstep: Class 36 contains 6504 members 
Mstep: Class 37 contains 419 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788784.000000 Penalty: 89247.812500
Iteration 170Q: 41 clusters Score -1.117888e+08 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106308 members 
Mstep: Class 2 contains 11535 members 
Mstep: Class 3 contains 6954 members 
Mstep: Class 4 contains 116192 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6857 members 
Mstep: Class 8 contains 9691 members 
Mstep: Class 9 contains 87730 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 11 contains 103166 members 
Mstep: Class 12 contains 96491 members 
Mstep: Class 13 contains 96341 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3111 members 
Mstep: Class 16 contains 84423 members 
Mstep: Class 17 contains 23521 members 
Mstep: Class 18 contains 14340 members 
Mstep: Class 19 contains 2798 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7889 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4755 members 
Mstep: Class 26 contains 21149 members 
Mstep: Class 27 contains 6636 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9441 members 
Mstep: Class 30 contains 34780 members 
Mstep: Class 31 contains 24052 members 
Mstep: Class 32 contains 1975 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3020 members 
Mstep: Class 35 contains 17641 members 
Mstep: Class 36 contains 6499 members 
Mstep: Class 37 contains 419 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788368.000000 Penalty: 89247.812500
Iteration 171Q: 41 clusters Score -1.117884e+08 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106359 members 
Mstep: Class 2 contains 11546 members 
Mstep: Class 3 contains 6954 members 
Mstep: Class 4 contains 116330 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6857 members 
Mstep: Class 8 contains 9683 members 
Mstep: Class 9 contains 87076 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 11 contains 103127 members 
Mstep: Class 12 contains 96450 members 
Mstep: Class 13 contains 96998 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3110 members 
Mstep: Class 16 contains 84313 members 
Mstep: Class 17 contains 23548 members 
Mstep: Class 18 contains 14334 members 
Mstep: Class 19 contains 2798 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7890 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4755 members 
Mstep: Class 26 contains 21114 members 
Mstep: Class 27 contains 6635 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9441 members 
Mstep: Class 30 contains 34747 members 
Mstep: Class 31 contains 24089 members 
Mstep: Class 32 contains 1976 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3028 members 
Mstep: Class 35 contains 17641 members 
Mstep: Class 36 contains 6498 members 
Mstep: Class 37 contains 419 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788320.000000 Penalty: 89247.812500
Iteration 172Q: 41 clusters Score -1.117883e+08 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106408 members 
Mstep: Class 2 contains 11560 members 
Mstep: Class 3 contains 6953 members 
Mstep: Class 4 contains 116513 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6855 members 
Mstep: Class 8 contains 9682 members 
Mstep: Class 9 contains 86271 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 11 contains 103087 members 
Mstep: Class 12 contains 96442 members 
Mstep: Class 13 contains 97729 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3111 members 
Mstep: Class 16 contains 84185 members 
Mstep: Class 17 contains 23581 members 
Mstep: Class 18 contains 14338 members 
Mstep: Class 19 contains 2798 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7886 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4753 members 
Mstep: Class 26 contains 21087 members 
Mstep: Class 27 contains 6637 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9441 members 
Mstep: Class 30 contains 34700 members 
Mstep: Class 31 contains 24141 members 
Mstep: Class 32 contains 1976 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3029 members 
Mstep: Class 35 contains 17642 members 
Mstep: Class 36 contains 6494 members 
Mstep: Class 37 contains 419 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788128.000000 Penalty: 89247.812500
Iteration 173Q: 41 clusters Score -1.117881e+08 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106490 members 
Mstep: Class 2 contains 11564 members 
Mstep: Class 3 contains 6951 members 
Mstep: Class 4 contains 116711 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6856 members 
Mstep: Class 8 contains 9688 members 
Mstep: Class 9 contains 85304 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 103093 members 
Mstep: Class 12 contains 96402 members 
Mstep: Class 13 contains 98585 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3114 members 
Mstep: Class 16 contains 84065 members 
Mstep: Class 17 contains 23600 members 
Mstep: Class 18 contains 14334 members 
Mstep: Class 19 contains 2798 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7879 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4750 members 
Mstep: Class 26 contains 21069 members 
Mstep: Class 27 contains 6639 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9442 members 
Mstep: Class 30 contains 34647 members 
Mstep: Class 31 contains 24181 members 
Mstep: Class 32 contains 1976 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3031 members 
Mstep: Class 35 contains 17643 members 
Mstep: Class 36 contains 6488 members 
Mstep: Class 37 contains 419 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111787880.000000 Penalty: 89247.812500
Iteration 174Q: 41 clusters Score -1.117879e+08 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106591 members 
Mstep: Class 2 contains 11577 members 
Mstep: Class 3 contains 6946 members 
Mstep: Class 4 contains 116933 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6854 members 
Mstep: Class 8 contains 9691 members 
Mstep: Class 9 contains 84193 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 103100 members 
Mstep: Class 12 contains 96343 members 
Mstep: Class 13 contains 99522 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3119 members 
Mstep: Class 16 contains 83966 members 
Mstep: Class 17 contains 23617 members 
Mstep: Class 18 contains 14328 members 
Mstep: Class 19 contains 2798 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7874 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4745 members 
Mstep: Class 26 contains 21061 members 
Mstep: Class 27 contains 6638 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9444 members 
Mstep: Class 30 contains 34600 members 
Mstep: Class 31 contains 24224 members 
Mstep: Class 32 contains 1977 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3026 members 
Mstep: Class 35 contains 17645 members 
Mstep: Class 36 contains 6488 members 
Mstep: Class 37 contains 419 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111787928.000000 Penalty: 89247.812500
Iteration 175Q: 41 clusters Score -1.117879e+08 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106732 members 
Mstep: Class 2 contains 11580 members 
Mstep: Class 3 contains 6941 members 
Mstep: Class 4 contains 117238 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6853 members 
Mstep: Class 8 contains 9686 members 
Mstep: Class 9 contains 82857 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 103106 members 
Mstep: Class 12 contains 96306 members 
Mstep: Class 13 contains 100602 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3121 members 
Mstep: Class 16 contains 83838 members 
Mstep: Class 17 contains 23632 members 
Mstep: Class 18 contains 14327 members 
Mstep: Class 19 contains 2797 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7873 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4739 members 
Mstep: Class 26 contains 21065 members 
Mstep: Class 27 contains 6640 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9446 members 
Mstep: Class 30 contains 34528 members 
Mstep: Class 31 contains 24265 members 
Mstep: Class 32 contains 1979 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3019 members 
Mstep: Class 35 contains 17647 members 
Mstep: Class 36 contains 6482 members 
Mstep: Class 37 contains 419 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111787328.000000 Penalty: 89247.812500
Iteration 176Q: 41 clusters Score -1.117873e+08 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106861 members 
Mstep: Class 2 contains 11586 members 
Mstep: Class 3 contains 6932 members 
Mstep: Class 4 contains 117541 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6851 members 
Mstep: Class 8 contains 9688 members 
Mstep: Class 9 contains 81330 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 11 contains 103127 members 
Mstep: Class 12 contains 96297 members 
Mstep: Class 13 contains 101844 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3124 members 
Mstep: Class 16 contains 83740 members 
Mstep: Class 17 contains 23660 members 
Mstep: Class 18 contains 14314 members 
Mstep: Class 19 contains 2800 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7859 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4728 members 
Mstep: Class 26 contains 21062 members 
Mstep: Class 27 contains 6641 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34429 members 
Mstep: Class 31 contains 24314 members 
Mstep: Class 32 contains 1980 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3015 members 
Mstep: Class 35 contains 17647 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 419 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111786704.000000 Penalty: 89247.812500
Iteration 177Q: 41 clusters Score -1.117867e+08 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106945 members 
Mstep: Class 2 contains 11590 members 
Mstep: Class 3 contains 6929 members 
Mstep: Class 4 contains 117913 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6853 members 
Mstep: Class 8 contains 9683 members 
Mstep: Class 9 contains 79607 members 
Mstep: Class 10 contains 2511 members 
Mstep: Class 11 contains 103187 members 
Mstep: Class 12 contains 96382 members 
Mstep: Class 13 contains 103083 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3132 members 
Mstep: Class 16 contains 83633 members 
Mstep: Class 17 contains 23693 members 
Mstep: Class 18 contains 14315 members 
Mstep: Class 19 contains 2800 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7843 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4720 members 
Mstep: Class 26 contains 21056 members 
Mstep: Class 27 contains 6642 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34340 members 
Mstep: Class 31 contains 24381 members 
Mstep: Class 32 contains 1979 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3015 members 
Mstep: Class 35 contains 17650 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 419 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785640.000000 Penalty: 89247.812500
Iteration 178Q: 41 clusters Score -1.117856e+08 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 107071 members 
Mstep: Class 2 contains 11586 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 118382 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6859 members 
Mstep: Class 8 contains 9687 members 
Mstep: Class 9 contains 77683 members 
Mstep: Class 10 contains 2513 members 
Mstep: Class 11 contains 103326 members 
Mstep: Class 12 contains 96550 members 
Mstep: Class 13 contains 104210 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3135 members 
Mstep: Class 16 contains 83547 members 
Mstep: Class 17 contains 23731 members 
Mstep: Class 18 contains 14311 members 
Mstep: Class 19 contains 2802 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7800 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4713 members 
Mstep: Class 26 contains 21070 members 
Mstep: Class 27 contains 6647 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9449 members 
Mstep: Class 30 contains 34245 members 
Mstep: Class 31 contains 24457 members 
Mstep: Class 32 contains 1979 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3012 members 
Mstep: Class 35 contains 17653 members 
Mstep: Class 36 contains 6477 members 
Mstep: Class 37 contains 419 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784632.000000 Penalty: 89247.812500
Iteration 179Q: 41 clusters Score -1.117846e+08 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 107244 members 
Mstep: Class 2 contains 11597 members 
Mstep: Class 3 contains 6908 members 
Mstep: Class 4 contains 118887 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 6867 members 
Mstep: Class 8 contains 9692 members 
Mstep: Class 9 contains 75576 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 103590 members 
Mstep: Class 12 contains 96784 members 
Mstep: Class 13 contains 105177 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3150 members 
Mstep: Class 16 contains 83497 members 
Mstep: Class 17 contains 23795 members 
Mstep: Class 18 contains 14310 members 
Mstep: Class 19 contains 2801 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7748 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4706 members 
Mstep: Class 26 contains 21103 members 
Mstep: Class 27 contains 6641 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9454 members 
Mstep: Class 30 contains 34123 members 
Mstep: Class 31 contains 24539 members 
Mstep: Class 32 contains 1979 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3008 members 
Mstep: Class 35 contains 17655 members 
Mstep: Class 36 contains 6467 members 
Mstep: Class 37 contains 419 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783720.000000 Penalty: 89247.812500
Iteration 180F: 41 clusters Score -1.117837e+08 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 107371 members 
Mstep: Class 2 contains 11614 members 
Mstep: Class 3 contains 6908 members 
Mstep: Class 4 contains 119423 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1512 members 
Mstep: Class 7 contains 6865 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 73560 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 103889 members 
Mstep: Class 12 contains 97065 members 
Mstep: Class 13 contains 105834 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3159 members 
Mstep: Class 16 contains 83511 members 
Mstep: Class 17 contains 23843 members 
Mstep: Class 18 contains 14325 members 
Mstep: Class 19 contains 2799 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7705 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4699 members 
Mstep: Class 26 contains 21146 members 
Mstep: Class 27 contains 6635 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9459 members 
Mstep: Class 30 contains 34045 members 
Mstep: Class 31 contains 24644 members 
Mstep: Class 32 contains 1977 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3009 members 
Mstep: Class 35 contains 17661 members 
Mstep: Class 36 contains 6464 members 
Mstep: Class 37 contains 419 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782648.000000 Penalty: 89247.812500
Iteration 181Q: 41 clusters Score -1.117826e+08 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 107479 members 
Mstep: Class 2 contains 11640 members 
Mstep: Class 3 contains 6905 members 
Mstep: Class 4 contains 119924 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1511 members 
Mstep: Class 7 contains 6869 members 
Mstep: Class 8 contains 9689 members 
Mstep: Class 9 contains 71652 members 
Mstep: Class 10 contains 2515 members 
Mstep: Class 11 contains 104207 members 
Mstep: Class 12 contains 97441 members 
Mstep: Class 13 contains 106244 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3166 members 
Mstep: Class 16 contains 83601 members 
Mstep: Class 17 contains 23886 members 
Mstep: Class 18 contains 14331 members 
Mstep: Class 19 contains 2799 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7668 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4694 members 
Mstep: Class 26 contains 21187 members 
Mstep: Class 27 contains 6632 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9460 members 
Mstep: Class 30 contains 33985 members 
Mstep: Class 31 contains 24720 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3010 members 
Mstep: Class 35 contains 17665 members 
Mstep: Class 36 contains 6463 members 
Mstep: Class 37 contains 419 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781048.000000 Penalty: 89247.812500
Iteration 182Q: 41 clusters Score -1.11781e+08 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 107620 members 
Mstep: Class 2 contains 11651 members 
Mstep: Class 3 contains 6902 members 
Mstep: Class 4 contains 120340 members 
Mstep: Class 5 contains 1110 members 
Mstep: Class 6 contains 1512 members 
Mstep: Class 7 contains 6873 members 
Mstep: Class 8 contains 9695 members 
Mstep: Class 9 contains 69978 members 
Mstep: Class 10 contains 2514 members 
Mstep: Class 11 contains 104451 members 
Mstep: Class 12 contains 97866 members 
Mstep: Class 13 contains 106429 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3167 members 
Mstep: Class 16 contains 83725 members 
Mstep: Class 17 contains 23953 members 
Mstep: Class 18 contains 14330 members 
Mstep: Class 19 contains 2796 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7619 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4693 members 
Mstep: Class 26 contains 21239 members 
Mstep: Class 27 contains 6636 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9461 members 
Mstep: Class 30 contains 33937 members 
Mstep: Class 31 contains 24804 members 
Mstep: Class 32 contains 1985 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3022 members 
Mstep: Class 35 contains 17669 members 
Mstep: Class 36 contains 6460 members 
Mstep: Class 37 contains 419 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780408.000000 Penalty: 89247.812500
Iteration 183Q: 41 clusters Score -1.117804e+08 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 107736 members 
Mstep: Class 2 contains 11657 members 
Mstep: Class 3 contains 6913 members 
Mstep: Class 4 contains 120749 members 
Mstep: Class 5 contains 1110 members 
Mstep: Class 6 contains 1512 members 
Mstep: Class 7 contains 6867 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 68486 members 
Mstep: Class 10 contains 2511 members 
Mstep: Class 11 contains 104641 members 
Mstep: Class 12 contains 98319 members 
Mstep: Class 13 contains 106466 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3172 members 
Mstep: Class 16 contains 83784 members 
Mstep: Class 17 contains 24047 members 
Mstep: Class 18 contains 14339 members 
Mstep: Class 19 contains 2799 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7580 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4696 members 
Mstep: Class 26 contains 21315 members 
Mstep: Class 27 contains 6640 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9465 members 
Mstep: Class 30 contains 33896 members 
Mstep: Class 31 contains 24883 members 
Mstep: Class 32 contains 1987 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3028 members 
Mstep: Class 35 contains 17672 members 
Mstep: Class 36 contains 6460 members 
Mstep: Class 37 contains 419 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779632.000000 Penalty: 89247.812500
Iteration 184Q: 41 clusters Score -1.117796e+08 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 107833 members 
Mstep: Class 2 contains 11680 members 
Mstep: Class 3 contains 6905 members 
Mstep: Class 4 contains 121063 members 
Mstep: Class 5 contains 1110 members 
Mstep: Class 6 contains 1512 members 
Mstep: Class 7 contains 6863 members 
Mstep: Class 8 contains 9716 members 
Mstep: Class 9 contains 67228 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 104837 members 
Mstep: Class 12 contains 98804 members 
Mstep: Class 13 contains 106345 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3175 members 
Mstep: Class 16 contains 83861 members 
Mstep: Class 17 contains 24118 members 
Mstep: Class 18 contains 14339 members 
Mstep: Class 19 contains 2799 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7551 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4696 members 
Mstep: Class 26 contains 21365 members 
Mstep: Class 27 contains 6648 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9466 members 
Mstep: Class 30 contains 33866 members 
Mstep: Class 31 contains 24993 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3029 members 
Mstep: Class 35 contains 17675 members 
Mstep: Class 36 contains 6466 members 
Mstep: Class 37 contains 419 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779568.000000 Penalty: 89247.812500
Iteration 185Q: 41 clusters Score -1.117796e+08 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 107868 members 
Mstep: Class 2 contains 11682 members 
Mstep: Class 3 contains 6898 members 
Mstep: Class 4 contains 121388 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1511 members 
Mstep: Class 7 contains 6866 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 66284 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 104930 members 
Mstep: Class 12 contains 99202 members 
Mstep: Class 13 contains 106179 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3187 members 
Mstep: Class 16 contains 83949 members 
Mstep: Class 17 contains 24181 members 
Mstep: Class 18 contains 14333 members 
Mstep: Class 19 contains 2800 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7531 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4698 members 
Mstep: Class 26 contains 21390 members 
Mstep: Class 27 contains 6654 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9464 members 
Mstep: Class 30 contains 33852 members 
Mstep: Class 31 contains 25092 members 
Mstep: Class 32 contains 1977 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3032 members 
Mstep: Class 35 contains 17678 members 
Mstep: Class 36 contains 6466 members 
Mstep: Class 37 contains 419 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778840.000000 Penalty: 89247.812500
Iteration 186Q: 41 clusters Score -1.117788e+08 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 107872 members 
Mstep: Class 2 contains 11699 members 
Mstep: Class 3 contains 6905 members 
Mstep: Class 4 contains 121709 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 6866 members 
Mstep: Class 8 contains 9734 members 
Mstep: Class 9 contains 65463 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 104970 members 
Mstep: Class 12 contains 99615 members 
Mstep: Class 13 contains 105967 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3190 members 
Mstep: Class 16 contains 84033 members 
Mstep: Class 17 contains 24233 members 
Mstep: Class 18 contains 14337 members 
Mstep: Class 19 contains 2803 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7510 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 759 members 
Mstep: Class 25 contains 4695 members 
Mstep: Class 26 contains 21389 members 
Mstep: Class 27 contains 6653 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9464 members 
Mstep: Class 30 contains 33842 members 
Mstep: Class 31 contains 25203 members 
Mstep: Class 32 contains 1976 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3031 members 
Mstep: Class 35 contains 17680 members 
Mstep: Class 36 contains 6465 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778432.000000 Penalty: 89247.812500
Iteration 187Q: 41 clusters Score -1.117784e+08 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 107838 members 
Mstep: Class 2 contains 11703 members 
Mstep: Class 3 contains 6905 members 
Mstep: Class 4 contains 122013 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 6866 members 
Mstep: Class 8 contains 9740 members 
Mstep: Class 9 contains 64736 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 104974 members 
Mstep: Class 12 contains 100065 members 
Mstep: Class 13 contains 105771 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3193 members 
Mstep: Class 16 contains 84081 members 
Mstep: Class 17 contains 24266 members 
Mstep: Class 18 contains 14340 members 
Mstep: Class 19 contains 2803 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7490 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 759 members 
Mstep: Class 25 contains 4705 members 
Mstep: Class 26 contains 21385 members 
Mstep: Class 27 contains 6656 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9462 members 
Mstep: Class 30 contains 33837 members 
Mstep: Class 31 contains 25329 members 
Mstep: Class 32 contains 1976 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3026 members 
Mstep: Class 35 contains 17684 members 
Mstep: Class 36 contains 6461 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778520.000000 Penalty: 89247.812500
Iteration 188Q: 41 clusters Score -1.117785e+08 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 107805 members 
Mstep: Class 2 contains 11699 members 
Mstep: Class 3 contains 6908 members 
Mstep: Class 4 contains 122324 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 6867 members 
Mstep: Class 8 contains 9742 members 
Mstep: Class 9 contains 64045 members 
Mstep: Class 10 contains 2514 members 
Mstep: Class 11 contains 104964 members 
Mstep: Class 12 contains 100445 members 
Mstep: Class 13 contains 105662 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3194 members 
Mstep: Class 16 contains 84089 members 
Mstep: Class 17 contains 24303 members 
Mstep: Class 18 contains 14344 members 
Mstep: Class 19 contains 2807 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7472 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 576 members 
Mstep: Class 24 contains 759 members 
Mstep: Class 25 contains 4710 members 
Mstep: Class 26 contains 21371 members 
Mstep: Class 27 contains 6656 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9464 members 
Mstep: Class 30 contains 33834 members 
Mstep: Class 31 contains 25447 members 
Mstep: Class 32 contains 1974 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3028 members 
Mstep: Class 35 contains 17685 members 
Mstep: Class 36 contains 6463 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778040.000000 Penalty: 89247.812500
Iteration 189Q: 41 clusters Score -1.11778e+08 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 107745 members 
Mstep: Class 2 contains 11698 members 
Mstep: Class 3 contains 6914 members 
Mstep: Class 4 contains 122617 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 6860 members 
Mstep: Class 8 contains 9746 members 
Mstep: Class 9 contains 63509 members 
Mstep: Class 10 contains 2513 members 
Mstep: Class 11 contains 104959 members 
Mstep: Class 12 contains 100767 members 
Mstep: Class 13 contains 105507 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3196 members 
Mstep: Class 16 contains 84077 members 
Mstep: Class 17 contains 24352 members 
Mstep: Class 18 contains 14347 members 
Mstep: Class 19 contains 2809 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7451 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 576 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4718 members 
Mstep: Class 26 contains 21372 members 
Mstep: Class 27 contains 6659 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9464 members 
Mstep: Class 30 contains 33826 members 
Mstep: Class 31 contains 25557 members 
Mstep: Class 32 contains 1975 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3028 members 
Mstep: Class 35 contains 17682 members 
Mstep: Class 36 contains 6467 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111777960.000000 Penalty: 89247.812500
Iteration 190Q: 41 clusters Score -1.11778e+08 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 107732 members 
Mstep: Class 2 contains 11704 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 122899 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 6860 members 
Mstep: Class 8 contains 9744 members 
Mstep: Class 9 contains 63069 members 
Mstep: Class 10 contains 2518 members 
Mstep: Class 11 contains 104945 members 
Mstep: Class 12 contains 101026 members 
Mstep: Class 13 contains 105290 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3195 members 
Mstep: Class 16 contains 84060 members 
Mstep: Class 17 contains 24397 members 
Mstep: Class 18 contains 14353 members 
Mstep: Class 19 contains 2812 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7433 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 576 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4721 members 
Mstep: Class 26 contains 21381 members 
Mstep: Class 27 contains 6658 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9465 members 
Mstep: Class 30 contains 33814 members 
Mstep: Class 31 contains 25671 members 
Mstep: Class 32 contains 1969 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3025 members 
Mstep: Class 35 contains 17686 members 
Mstep: Class 36 contains 6471 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111777808.000000 Penalty: 89247.812500
Iteration 191Q: 41 clusters Score -1.117778e+08 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 107683 members 
Mstep: Class 2 contains 11711 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 123179 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 6857 members 
Mstep: Class 8 contains 9741 members 
Mstep: Class 9 contains 62717 members 
Mstep: Class 10 contains 2515 members 
Mstep: Class 11 contains 104944 members 
Mstep: Class 12 contains 101216 members 
Mstep: Class 13 contains 105063 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3194 members 
Mstep: Class 16 contains 84047 members 
Mstep: Class 17 contains 24416 members 
Mstep: Class 18 contains 14368 members 
Mstep: Class 19 contains 2815 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7425 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 576 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4726 members 
Mstep: Class 26 contains 21376 members 
Mstep: Class 27 contains 6655 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9466 members 
Mstep: Class 30 contains 33830 members 
Mstep: Class 31 contains 25797 members 
Mstep: Class 32 contains 1968 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3025 members 
Mstep: Class 35 contains 17689 members 
Mstep: Class 36 contains 6475 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111777640.000000 Penalty: 89247.812500
Iteration 192Q: 41 clusters Score -1.117776e+08 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 107629 members 
Mstep: Class 2 contains 11713 members 
Mstep: Class 3 contains 6918 members 
Mstep: Class 4 contains 123455 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 6853 members 
Mstep: Class 8 contains 9744 members 
Mstep: Class 9 contains 62475 members 
Mstep: Class 10 contains 2513 members 
Mstep: Class 11 contains 104939 members 
Mstep: Class 12 contains 101285 members 
Mstep: Class 13 contains 104877 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3195 members 
Mstep: Class 16 contains 84013 members 
Mstep: Class 17 contains 24437 members 
Mstep: Class 18 contains 14376 members 
Mstep: Class 19 contains 2820 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7415 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 576 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4722 members 
Mstep: Class 26 contains 21375 members 
Mstep: Class 27 contains 6658 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9464 members 
Mstep: Class 30 contains 33849 members 
Mstep: Class 31 contains 25928 members 
Mstep: Class 32 contains 1967 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3024 members 
Mstep: Class 35 contains 17690 members 
Mstep: Class 36 contains 6479 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111777360.000000 Penalty: 89247.812500
Iteration 193Q: 41 clusters Score -1.117774e+08 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 107591 members 
Mstep: Class 2 contains 11724 members 
Mstep: Class 3 contains 6926 members 
Mstep: Class 4 contains 123644 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 6853 members 
Mstep: Class 8 contains 9738 members 
Mstep: Class 9 contains 62264 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 104940 members 
Mstep: Class 12 contains 101290 members 
Mstep: Class 13 contains 104772 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3200 members 
Mstep: Class 16 contains 84006 members 
Mstep: Class 17 contains 24454 members 
Mstep: Class 18 contains 14384 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7398 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 576 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4730 members 
Mstep: Class 26 contains 21348 members 
Mstep: Class 27 contains 6659 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9462 members 
Mstep: Class 30 contains 33864 members 
Mstep: Class 31 contains 26070 members 
Mstep: Class 32 contains 1967 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3019 members 
Mstep: Class 35 contains 17690 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776920.000000 Penalty: 89247.812500
Iteration 194Q: 41 clusters Score -1.117769e+08 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 107501 members 
Mstep: Class 2 contains 11712 members 
Mstep: Class 3 contains 6930 members 
Mstep: Class 4 contains 123839 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 6852 members 
Mstep: Class 8 contains 9739 members 
Mstep: Class 9 contains 62090 members 
Mstep: Class 10 contains 2511 members 
Mstep: Class 11 contains 104968 members 
Mstep: Class 12 contains 101308 members 
Mstep: Class 13 contains 104668 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3201 members 
Mstep: Class 16 contains 83969 members 
Mstep: Class 17 contains 24478 members 
Mstep: Class 18 contains 14396 members 
Mstep: Class 19 contains 2830 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7374 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 576 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4731 members 
Mstep: Class 26 contains 21332 members 
Mstep: Class 27 contains 6658 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9461 members 
Mstep: Class 30 contains 33875 members 
Mstep: Class 31 contains 26232 members 
Mstep: Class 32 contains 1967 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3016 members 
Mstep: Class 35 contains 17693 members 
Mstep: Class 36 contains 6482 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776368.000000 Penalty: 89247.812500
Iteration 195Q: 41 clusters Score -1.117764e+08 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 107416 members 
Mstep: Class 2 contains 11700 members 
Mstep: Class 3 contains 6936 members 
Mstep: Class 4 contains 124042 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 6846 members 
Mstep: Class 8 contains 9742 members 
Mstep: Class 9 contains 61999 members 
Mstep: Class 10 contains 2511 members 
Mstep: Class 11 contains 104996 members 
Mstep: Class 12 contains 101311 members 
Mstep: Class 13 contains 104495 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3203 members 
Mstep: Class 16 contains 83939 members 
Mstep: Class 17 contains 24506 members 
Mstep: Class 18 contains 14396 members 
Mstep: Class 19 contains 2830 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7354 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 576 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4737 members 
Mstep: Class 26 contains 21315 members 
Mstep: Class 27 contains 6662 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9458 members 
Mstep: Class 30 contains 33884 members 
Mstep: Class 31 contains 26374 members 
Mstep: Class 32 contains 1968 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3016 members 
Mstep: Class 35 contains 17696 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776080.000000 Penalty: 89247.812500
Iteration 196Q: 41 clusters Score -1.117761e+08 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 107372 members 
Mstep: Class 2 contains 11701 members 
Mstep: Class 3 contains 6935 members 
Mstep: Class 4 contains 124190 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 6842 members 
Mstep: Class 8 contains 9742 members 
Mstep: Class 9 contains 61974 members 
Mstep: Class 10 contains 2511 members 
Mstep: Class 11 contains 105031 members 
Mstep: Class 12 contains 101262 members 
Mstep: Class 13 contains 104313 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3204 members 
Mstep: Class 16 contains 83905 members 
Mstep: Class 17 contains 24531 members 
Mstep: Class 18 contains 14395 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7347 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4740 members 
Mstep: Class 26 contains 21301 members 
Mstep: Class 27 contains 6662 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 33891 members 
Mstep: Class 31 contains 26521 members 
Mstep: Class 32 contains 1968 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3013 members 
Mstep: Class 35 contains 17699 members 
Mstep: Class 36 contains 6479 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776392.000000 Penalty: 89247.812500
Iteration 197Q: 41 clusters Score -1.117764e+08 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 107317 members 
Mstep: Class 2 contains 11704 members 
Mstep: Class 3 contains 6937 members 
Mstep: Class 4 contains 124329 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1507 members 
Mstep: Class 7 contains 6839 members 
Mstep: Class 8 contains 9743 members 
Mstep: Class 9 contains 61999 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 105056 members 
Mstep: Class 12 contains 101198 members 
Mstep: Class 13 contains 104109 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3206 members 
Mstep: Class 16 contains 83870 members 
Mstep: Class 17 contains 24545 members 
Mstep: Class 18 contains 14401 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7344 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4739 members 
Mstep: Class 26 contains 21297 members 
Mstep: Class 27 contains 6662 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9456 members 
Mstep: Class 30 contains 33904 members 
Mstep: Class 31 contains 26664 members 
Mstep: Class 32 contains 1970 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3012 members 
Mstep: Class 35 contains 17701 members 
Mstep: Class 36 contains 6482 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776616.000000 Penalty: 89247.812500
Iteration 198Q: 41 clusters Score -1.117766e+08 nChanged 2601
Entering ConstructFrom: 
Score: -111776616.000000 Penalty: 89247.812500
Entering ConstructFrom: 
Trying to split cluster 1 (107271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107271 members 
Entering Unmasked Estep 
Score: -13441939.000000 Penalty: 1882.255981
	Iteration 0F: 2 clusters Score -1.344194e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53596 members 
Mstep: Class 2 contains 53675 members 
Entering Unmasked Estep 
Score: -13374827.000000 Penalty: 3764.511963
	Iteration 0F: 3 clusters Score -1.337483e+07 nChanged 51314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52640 members 
Mstep: Class 2 contains 54631 members 
Entering Unmasked Estep 
Score: -13405252.000000 Penalty: 3764.511963
	Iteration 1F: 3 clusters Score -1.340525e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51895 members 
Mstep: Class 2 contains 55376 members 
Entering Unmasked Estep 
Score: -13406571.000000 Penalty: 3764.511963
	Iteration 2Q: 3 clusters Score -1.340657e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50623 members 
Mstep: Class 2 contains 56648 members 
Entering Unmasked Estep 
Score: -13408317.000000 Penalty: 3764.511963
	Iteration 3Q: 3 clusters Score -1.340832e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 58442 members 
Entering Unmasked Estep 
Score: -13410692.000000 Penalty: 3764.511963
	Iteration 4Q: 3 clusters Score -1.341069e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46552 members 
Mstep: Class 2 contains 60719 members 
Entering Unmasked Estep 
Score: -13413870.000000 Penalty: 3764.511963
	Iteration 5F: 3 clusters Score -1.341387e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 63289 members 
Entering Unmasked Estep 
Score: -13417916.000000 Penalty: 3764.511963
	Iteration 6F: 3 clusters Score -1.341792e+07 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 65889 members 
Entering Unmasked Estep 
Score: -13422441.000000 Penalty: 3764.511963
	Iteration 7F: 3 clusters Score -1.342244e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 67984 members 
Entering Unmasked Estep 
Score: -13426139.000000 Penalty: 3764.511963
	Iteration 8F: 3 clusters Score -1.342614e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 69599 members 
Entering Unmasked Estep 
Score: -13428051.000000 Penalty: 3764.511963
	Iteration 9Q: 3 clusters Score -1.342805e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 71077 members 
Entering Unmasked Estep 
Score: -13428954.000000 Penalty: 3764.511963
	Iteration 10Q: 3 clusters Score -1.342895e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 72524 members 
Entering Unmasked Estep 
Score: -13429531.000000 Penalty: 3764.511963
	Iteration 11Q: 3 clusters Score -1.342953e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 73978 members 
Entering Unmasked Estep 
Score: -13429887.000000 Penalty: 3764.511963
	Iteration 12Q: 3 clusters Score -1.342989e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 75443 members 
Entering Unmasked Estep 
Score: -13430365.000000 Penalty: 3764.511963
	Iteration 13Q: 3 clusters Score -1.343036e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 77024 members 
Entering Unmasked Estep 
Score: -13430921.000000 Penalty: 3764.511963
	Iteration 14Q: 3 clusters Score -1.343092e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 78630 members 
Entering Unmasked Estep 
Score: -13431448.000000 Penalty: 3764.511963
	Iteration 15Q: 3 clusters Score -1.343145e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 80369 members 
Entering Unmasked Estep 
Score: -13432081.000000 Penalty: 3764.511963
	Iteration 16Q: 3 clusters Score -1.343208e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 82145 members 
Entering Unmasked Estep 
Score: -13432759.000000 Penalty: 3764.511963
	Iteration 17Q: 3 clusters Score -1.343276e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 83896 members 
Entering Unmasked Estep 
Score: -13433474.000000 Penalty: 3764.511963
	Iteration 18Q: 3 clusters Score -1.343347e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 85662 members 
Entering Unmasked Estep 
Score: -13434275.000000 Penalty: 3764.511963
	Iteration 19Q: 3 clusters Score -1.343428e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 87415 members 
Entering Unmasked Estep 
Score: -13435067.000000 Penalty: 3764.511963
	Iteration 20F: 3 clusters Score -1.343507e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 89162 members 
Entering Unmasked Estep 
Score: -13435944.000000 Penalty: 3764.511963
	Iteration 21Q: 3 clusters Score -1.343594e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 90874 members 
Entering Unmasked Estep 
Score: -13436832.000000 Penalty: 3764.511963
	Iteration 22Q: 3 clusters Score -1.343683e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 92535 members 
Entering Unmasked Estep 
Score: -13437645.000000 Penalty: 3764.511963
	Iteration 23Q: 3 clusters Score -1.343764e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 94171 members 
Entering Unmasked Estep 
Score: -13438513.000000 Penalty: 3764.511963
	Iteration 24Q: 3 clusters Score -1.343851e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 95924 members 
Entering Unmasked Estep 
Score: -13439378.000000 Penalty: 3764.511963
	Iteration 25Q: 3 clusters Score -1.343938e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 97812 members 
Entering Unmasked Estep 
Score: -13440179.000000 Penalty: 3764.511963
	Iteration 26Q: 3 clusters Score -1.344018e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 99630 members 
Entering Unmasked Estep 
Score: -13440884.000000 Penalty: 3764.511963
	Iteration 27Q: 3 clusters Score -1.344088e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 101298 members 
Entering Unmasked Estep 
Score: -13441355.000000 Penalty: 3764.511963
	Iteration 28Q: 3 clusters Score -1.344136e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 102788 members 
Entering Unmasked Estep 
Score: -13441496.000000 Penalty: 3764.511963
	Iteration 29Q: 3 clusters Score -1.34415e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 103975 members 
Entering Unmasked Estep 
Score: -13441491.000000 Penalty: 3764.511963
	Iteration 30Q: 3 clusters Score -1.344149e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 104847 members 
Entering Unmasked Estep 
Score: -13441328.000000 Penalty: 3764.511963
	Iteration 31Q: 3 clusters Score -1.344133e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 105431 members 
Entering Unmasked Estep 
Score: -13441321.000000 Penalty: 3764.511963
	Iteration 32Q: 3 clusters Score -1.344132e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 105806 members 
Entering Unmasked Estep 
Score: -13441290.000000 Penalty: 3764.511963
	Iteration 33Q: 3 clusters Score -1.344129e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 106028 members 
Entering Unmasked Estep 
Score: -13441266.000000 Penalty: 3764.511963
	Iteration 34Q: 3 clusters Score -1.344127e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 106175 members 
Entering Unmasked Estep 
Score: -13441255.000000 Penalty: 3764.511963
	Iteration 35Q: 3 clusters Score -1.344126e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 106271 members 
Entering Unmasked Estep 
Score: -13441216.000000 Penalty: 3764.511963
	Iteration 36Q: 3 clusters Score -1.344122e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 106329 members 
Entering Unmasked Estep 
Score: -13441215.000000 Penalty: 3764.511963
	Iteration 37Q: 3 clusters Score -1.344122e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 106368 members 
Entering Unmasked Estep 
Score: -13441158.000000 Penalty: 3764.511963
	Iteration 38Q: 3 clusters Score -1.344116e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 106386 members 
Entering Unmasked Estep 
Score: -13441163.000000 Penalty: 3764.511963
	Iteration 39Q: 3 clusters Score -1.344116e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 106405 members 
Entering Unmasked Estep 
Score: -13441147.000000 Penalty: 3764.511963
	Iteration 40F: 3 clusters Score -1.344115e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 106429 members 
Entering Unmasked Estep 
Score: -13441147.000000 Penalty: 3764.511963
	Iteration 41Q: 3 clusters Score -1.344115e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 106443 members 
Entering Unmasked Estep 
Score: -13441151.000000 Penalty: 3764.511963
	Iteration 42Q: 3 clusters Score -1.344115e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 106455 members 
Entering Unmasked Estep 
Score: -13441155.000000 Penalty: 3764.511963
	Iteration 43Q: 3 clusters Score -1.344116e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 106464 members 
Entering Unmasked Estep 
Score: -13441156.000000 Penalty: 3764.511963
	Iteration 44Q: 3 clusters Score -1.344116e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 106468 members 
Entering Unmasked Estep 
Score: -13441164.000000 Penalty: 3764.511963
	Iteration 45Q: 3 clusters Score -1.344116e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 106471 members 
Entering Unmasked Estep 
Score: -13441171.000000 Penalty: 3764.511963
	Iteration 46Q: 3 clusters Score -1.344117e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 106476 members 
Entering Unmasked Estep 
Score: -13441164.000000 Penalty: 3764.511963
	Iteration 47Q: 3 clusters Score -1.344116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 106481 members 
Entering Unmasked Estep 
Score: -13441155.000000 Penalty: 3764.511963
	Iteration 48Q: 3 clusters Score -1.344116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 106487 members 
Entering Unmasked Estep 
Score: -13441174.000000 Penalty: 3764.511963
	Iteration 49Q: 3 clusters Score -1.344117e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 106493 members 
Entering Unmasked Estep 
Score: -13441166.000000 Penalty: 3764.511963
	Iteration 50Q: 3 clusters Score -1.344117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 106495 members 
Entering Unmasked Estep 
Score: -13441159.000000 Penalty: 3764.511963
	Iteration 51Q: 3 clusters Score -1.344116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 106495 members 
Entering Unmasked Estep 
Score: -13441166.000000 Penalty: 3764.511963
	Iteration 52Q: 3 clusters Score -1.344117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 106494 members 
Entering Unmasked Estep 
Score: -13441166.000000 Penalty: 3764.511963
	Iteration 53Q: 3 clusters Score -1.344117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 106493 members 
Entering Unmasked Estep 
Score: -13441166.000000 Penalty: 3764.511963
	Iteration 54Q: 3 clusters Score -1.344117e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 106493 members 
Entering Unmasked Estep 
Score: -13441166.000000 Penalty: 3764.511963
	Iteration 55F: 3 clusters Score -1.344117e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Entering Unmasked Estep 
Score: -1363344.500000 Penalty: 1522.332275
	Iteration 0F: 2 clusters Score -1363344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1355024.250000 Penalty: 3044.664551
	Iteration 0F: 3 clusters Score -1355024 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1357896.625000 Penalty: 3044.664551
	Iteration 1F: 3 clusters Score -1357897 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1358226.000000 Penalty: 3044.664551
	Iteration 2F: 3 clusters Score -1358226 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1358539.125000 Penalty: 3044.664551
	Iteration 3F: 3 clusters Score -1358539 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1358847.625000 Penalty: 3044.664551
	Iteration 4F: 3 clusters Score -1358848 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1359157.875000 Penalty: 3044.664551
	Iteration 5F: 3 clusters Score -1359158 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1359507.000000 Penalty: 3044.664551
	Iteration 6F: 3 clusters Score -1359507 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1359870.375000 Penalty: 3044.664551
	Iteration 7F: 3 clusters Score -1359870 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1360219.875000 Penalty: 3044.664551
	Iteration 8Q: 3 clusters Score -1360220 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1360592.250000 Penalty: 3044.664551
	Iteration 9Q: 3 clusters Score -1360592 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1360888.875000 Penalty: 3044.664551
	Iteration 10Q: 3 clusters Score -1360889 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1361147.250000 Penalty: 3044.664551
	Iteration 11Q: 3 clusters Score -1361147 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1361387.625000 Penalty: 3044.664551
	Iteration 12Q: 3 clusters Score -1361388 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1361605.375000 Penalty: 3044.664551
	Iteration 13Q: 3 clusters Score -1361605 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1361758.000000 Penalty: 3044.664551
	Iteration 14Q: 3 clusters Score -1361758 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1361865.375000 Penalty: 3044.664551
	Iteration 15Q: 3 clusters Score -1361865 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1361963.500000 Penalty: 3044.664551
	Iteration 16Q: 3 clusters Score -1361964 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1362032.000000 Penalty: 3044.664551
	Iteration 17Q: 3 clusters Score -1362032 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1362089.250000 Penalty: 3044.664551
	Iteration 18Q: 3 clusters Score -1362089 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1362130.000000 Penalty: 3044.664551
	Iteration 19Q: 3 clusters Score -1362130 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1362169.750000 Penalty: 3044.664551
	Iteration 20F: 3 clusters Score -1362170 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1362214.375000 Penalty: 3044.664551
	Iteration 21Q: 3 clusters Score -1362214 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1362249.250000 Penalty: 3044.664551
	Iteration 22Q: 3 clusters Score -1362249 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1362277.250000 Penalty: 3044.664551
	Iteration 23Q: 3 clusters Score -1362277 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1362299.500000 Penalty: 3044.664551
	Iteration 24Q: 3 clusters Score -1362300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1362309.125000 Penalty: 3044.664551
	Iteration 25Q: 3 clusters Score -1362309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1362313.625000 Penalty: 3044.664551
	Iteration 26Q: 3 clusters Score -1362314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1362316.250000 Penalty: 3044.664551
	Iteration 27Q: 3 clusters Score -1362316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1362320.875000 Penalty: 3044.664551
	Iteration 28Q: 3 clusters Score -1362321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1362320.625000 Penalty: 3044.664551
	Iteration 29Q: 3 clusters Score -1362321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1362323.000000 Penalty: 3044.664551
	Iteration 30Q: 3 clusters Score -1362323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1362328.375000 Penalty: 3044.664551
	Iteration 31Q: 3 clusters Score -1362328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1362334.875000 Penalty: 3044.664551
	Iteration 32Q: 3 clusters Score -1362335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1362334.375000 Penalty: 3044.664551
	Iteration 33Q: 3 clusters Score -1362334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1362340.000000 Penalty: 3044.664551
	Iteration 34Q: 3 clusters Score -1362340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1362339.750000 Penalty: 3044.664551
	Iteration 35Q: 3 clusters Score -1362340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1362340.500000 Penalty: 3044.664551
	Iteration 36Q: 3 clusters Score -1362340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1362340.500000 Penalty: 3044.664551
	Iteration 37F: 3 clusters Score -1362340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Entering Unmasked Estep 
Score: -828391.687500 Penalty: 1437.438843
	Iteration 0F: 2 clusters Score -828391.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -823207.062500 Penalty: 2874.877686
	Iteration 0F: 3 clusters Score -823207.1 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -824864.187500 Penalty: 2874.877686
	Iteration 1F: 3 clusters Score -824864.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -825125.062500 Penalty: 2874.877686
	Iteration 2F: 3 clusters Score -825125.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -825327.812500 Penalty: 2874.877686
	Iteration 3F: 3 clusters Score -825327.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -825509.937500 Penalty: 2874.877686
	Iteration 4Q: 3 clusters Score -825509.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -825675.062500 Penalty: 2874.877686
	Iteration 5Q: 3 clusters Score -825675.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -825829.375000 Penalty: 2874.877686
	Iteration 6Q: 3 clusters Score -825829.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -825989.000000 Penalty: 2874.877686
	Iteration 7Q: 3 clusters Score -825989 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -826158.250000 Penalty: 2874.877686
	Iteration 8Q: 3 clusters Score -826158.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -826307.875000 Penalty: 2874.877686
	Iteration 9Q: 3 clusters Score -826307.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -826446.937500 Penalty: 2874.877686
	Iteration 10Q: 3 clusters Score -826446.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -826573.937500 Penalty: 2874.877686
	Iteration 11Q: 3 clusters Score -826573.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -826701.000000 Penalty: 2874.877686
	Iteration 12Q: 3 clusters Score -826701 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -826802.375000 Penalty: 2874.877686
	Iteration 13Q: 3 clusters Score -826802.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -826886.375000 Penalty: 2874.877686
	Iteration 14Q: 3 clusters Score -826886.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -826950.812500 Penalty: 2874.877686
	Iteration 15Q: 3 clusters Score -826950.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -826999.937500 Penalty: 2874.877686
	Iteration 16Q: 3 clusters Score -826999.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -827044.187500 Penalty: 2874.877686
	Iteration 17Q: 3 clusters Score -827044.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -827084.312500 Penalty: 2874.877686
	Iteration 18Q: 3 clusters Score -827084.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -827116.875000 Penalty: 2874.877686
	Iteration 19Q: 3 clusters Score -827116.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -827153.000000 Penalty: 2874.877686
	Iteration 20F: 3 clusters Score -827153 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -827179.125000 Penalty: 2874.877686
	Iteration 21Q: 3 clusters Score -827179.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -827194.125000 Penalty: 2874.877686
	Iteration 22Q: 3 clusters Score -827194.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -827203.750000 Penalty: 2874.877686
	Iteration 23Q: 3 clusters Score -827203.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -827213.687500 Penalty: 2874.877686
	Iteration 24Q: 3 clusters Score -827213.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -827221.250000 Penalty: 2874.877686
	Iteration 25Q: 3 clusters Score -827221.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -827225.125000 Penalty: 2874.877686
	Iteration 26Q: 3 clusters Score -827225.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -827227.687500 Penalty: 2874.877686
	Iteration 27Q: 3 clusters Score -827227.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -827229.562500 Penalty: 2874.877686
	Iteration 28Q: 3 clusters Score -827229.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -827232.062500 Penalty: 2874.877686
	Iteration 29Q: 3 clusters Score -827232.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -827234.750000 Penalty: 2874.877686
	Iteration 30Q: 3 clusters Score -827234.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -827236.250000 Penalty: 2874.877686
	Iteration 31Q: 3 clusters Score -827236.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -827237.187500 Penalty: 2874.877686
	Iteration 32Q: 3 clusters Score -827237.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -827237.187500 Penalty: 2874.877686
	Iteration 33F: 3 clusters Score -827237.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (124461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124461 members 
Entering Unmasked Estep 
Score: -15461787.000000 Penalty: 1906.408936
	Iteration 0F: 2 clusters Score -1.546179e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61737 members 
Mstep: Class 2 contains 62724 members 
Entering Unmasked Estep 
Score: -15386186.000000 Penalty: 3812.817871
	Iteration 0F: 3 clusters Score -1.538619e+07 nChanged 60000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52051 members 
Mstep: Class 2 contains 72410 members 
Entering Unmasked Estep 
Score: -15423965.000000 Penalty: 3812.817871
	Iteration 1F: 3 clusters Score -1.542396e+07 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 78513 members 
Entering Unmasked Estep 
Score: -15428333.000000 Penalty: 3812.817871
	Iteration 2F: 3 clusters Score -1.542833e+07 nChanged 10267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 86682 members 
Entering Unmasked Estep 
Score: -15435725.000000 Penalty: 3812.817871
	Iteration 3F: 3 clusters Score -1.543572e+07 nChanged 11115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 95489 members 
Entering Unmasked Estep 
Score: -15445430.000000 Penalty: 3812.817871
	Iteration 4F: 3 clusters Score -1.544543e+07 nChanged 9418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 103411 members 
Entering Unmasked Estep 
Score: -15452866.000000 Penalty: 3812.817871
	Iteration 5F: 3 clusters Score -1.545287e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 109429 members 
Entering Unmasked Estep 
Score: -15456734.000000 Penalty: 3812.817871
	Iteration 6F: 3 clusters Score -1.545673e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 113733 members 
Entering Unmasked Estep 
Score: -15459283.000000 Penalty: 3812.817871
	Iteration 7Q: 3 clusters Score -1.545928e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 116558 members 
Entering Unmasked Estep 
Score: -15461013.000000 Penalty: 3812.817871
	Iteration 8Q: 3 clusters Score -1.546101e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 118149 members 
Entering Unmasked Estep 
Score: -15461675.000000 Penalty: 3812.817871
	Iteration 9Q: 3 clusters Score -1.546168e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 119170 members 
Entering Unmasked Estep 
Score: -15461893.000000 Penalty: 3812.817871
	Iteration 10Q: 3 clusters Score -1.546189e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 119927 members 
Entering Unmasked Estep 
Score: -15461780.000000 Penalty: 3812.817871
	Iteration 11Q: 3 clusters Score -1.546178e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 120533 members 
Entering Unmasked Estep 
Score: -15461684.000000 Penalty: 3812.817871
	Iteration 12Q: 3 clusters Score -1.546168e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 121024 members 
Entering Unmasked Estep 
Score: -15461473.000000 Penalty: 3812.817871
	Iteration 13Q: 3 clusters Score -1.546147e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 121455 members 
Entering Unmasked Estep 
Score: -15461437.000000 Penalty: 3812.817871
	Iteration 14Q: 3 clusters Score -1.546144e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 121808 members 
Entering Unmasked Estep 
Score: -15461298.000000 Penalty: 3812.817871
	Iteration 15Q: 3 clusters Score -1.54613e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 122133 members 
Entering Unmasked Estep 
Score: -15461197.000000 Penalty: 3812.817871
	Iteration 16Q: 3 clusters Score -1.54612e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 122406 members 
Entering Unmasked Estep 
Score: -15461132.000000 Penalty: 3812.817871
	Iteration 17Q: 3 clusters Score -1.546113e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 122648 members 
Entering Unmasked Estep 
Score: -15461032.000000 Penalty: 3812.817871
	Iteration 18Q: 3 clusters Score -1.546103e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 122849 members 
Entering Unmasked Estep 
Score: -15460987.000000 Penalty: 3812.817871
	Iteration 19Q: 3 clusters Score -1.546099e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 123016 members 
Entering Unmasked Estep 
Score: -15460897.000000 Penalty: 3812.817871
	Iteration 20F: 3 clusters Score -1.54609e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 123154 members 
Entering Unmasked Estep 
Score: -15460821.000000 Penalty: 3812.817871
	Iteration 21Q: 3 clusters Score -1.546082e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 123286 members 
Entering Unmasked Estep 
Score: -15460756.000000 Penalty: 3812.817871
	Iteration 22Q: 3 clusters Score -1.546076e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 123393 members 
Entering Unmasked Estep 
Score: -15460677.000000 Penalty: 3812.817871
	Iteration 23Q: 3 clusters Score -1.546068e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 123473 members 
Entering Unmasked Estep 
Score: -15460622.000000 Penalty: 3812.817871
	Iteration 24Q: 3 clusters Score -1.546062e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 123542 members 
Entering Unmasked Estep 
Score: -15460607.000000 Penalty: 3812.817871
	Iteration 25Q: 3 clusters Score -1.546061e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 123597 members 
Entering Unmasked Estep 
Score: -15460571.000000 Penalty: 3812.817871
	Iteration 26Q: 3 clusters Score -1.546057e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 123643 members 
Entering Unmasked Estep 
Score: -15460550.000000 Penalty: 3812.817871
	Iteration 27Q: 3 clusters Score -1.546055e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 123691 members 
Entering Unmasked Estep 
Score: -15460549.000000 Penalty: 3812.817871
	Iteration 28Q: 3 clusters Score -1.546055e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 123729 members 
Entering Unmasked Estep 
Score: -15460544.000000 Penalty: 3812.817871
	Iteration 29Q: 3 clusters Score -1.546054e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 123761 members 
Entering Unmasked Estep 
Score: -15460520.000000 Penalty: 3812.817871
	Iteration 30Q: 3 clusters Score -1.546052e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 123777 members 
Entering Unmasked Estep 
Score: -15460529.000000 Penalty: 3812.817871
	Iteration 31Q: 3 clusters Score -1.546053e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 123791 members 
Entering Unmasked Estep 
Score: -15460510.000000 Penalty: 3812.817871
	Iteration 32Q: 3 clusters Score -1.546051e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 123803 members 
Entering Unmasked Estep 
Score: -15460521.000000 Penalty: 3812.817871
	Iteration 33Q: 3 clusters Score -1.546052e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 123822 members 
Entering Unmasked Estep 
Score: -15460507.000000 Penalty: 3812.817871
	Iteration 34Q: 3 clusters Score -1.546051e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 123837 members 
Entering Unmasked Estep 
Score: -15460498.000000 Penalty: 3812.817871
	Iteration 35Q: 3 clusters Score -1.54605e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 123848 members 
Entering Unmasked Estep 
Score: -15460495.000000 Penalty: 3812.817871
	Iteration 36Q: 3 clusters Score -1.54605e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 123863 members 
Entering Unmasked Estep 
Score: -15460485.000000 Penalty: 3812.817871
	Iteration 37Q: 3 clusters Score -1.546048e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 123875 members 
Entering Unmasked Estep 
Score: -15460485.000000 Penalty: 3812.817871
	Iteration 38Q: 3 clusters Score -1.546048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 123885 members 
Entering Unmasked Estep 
Score: -15460489.000000 Penalty: 3812.817871
	Iteration 39Q: 3 clusters Score -1.546049e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 123898 members 
Entering Unmasked Estep 
Score: -15460513.000000 Penalty: 3812.817871
	Iteration 40F: 3 clusters Score -1.546051e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 123912 members 
Entering Unmasked Estep 
Score: -15460496.000000 Penalty: 3812.817871
	Iteration 41Q: 3 clusters Score -1.54605e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 123921 members 
Entering Unmasked Estep 
Score: -15460518.000000 Penalty: 3812.817871
	Iteration 42Q: 3 clusters Score -1.546052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 123928 members 
Entering Unmasked Estep 
Score: -15460509.000000 Penalty: 3812.817871
	Iteration 43Q: 3 clusters Score -1.546051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 123933 members 
Entering Unmasked Estep 
Score: -15460505.000000 Penalty: 3812.817871
	Iteration 44Q: 3 clusters Score -1.54605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 123935 members 
Entering Unmasked Estep 
Score: -15460506.000000 Penalty: 3812.817871
	Iteration 45Q: 3 clusters Score -1.546051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 123936 members 
Entering Unmasked Estep 
Score: -15460508.000000 Penalty: 3812.817871
	Iteration 46Q: 3 clusters Score -1.546051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 123936 members 
Entering Unmasked Estep 
Score: -15460508.000000 Penalty: 3812.817871
	Iteration 47F: 3 clusters Score -1.546051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Entering Unmasked Estep 
Score: -118372.023438 Penalty: 1139.761230
	Iteration 0F: 2 clusters Score -118372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -116907.132812 Penalty: 2279.522461
	Iteration 0F: 3 clusters Score -116907.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -117246.632812 Penalty: 2279.522461
	Iteration 1F: 3 clusters Score -117246.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -117411.828125 Penalty: 2279.522461
	Iteration 2F: 3 clusters Score -117411.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -117556.773438 Penalty: 2279.522461
	Iteration 3F: 3 clusters Score -117556.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -117712.398438 Penalty: 2279.522461
	Iteration 4F: 3 clusters Score -117712.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -117806.632812 Penalty: 2279.522461
	Iteration 5F: 3 clusters Score -117806.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -117883.148438 Penalty: 2279.522461
	Iteration 6Q: 3 clusters Score -117883.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -117926.015625 Penalty: 2279.522461
	Iteration 7Q: 3 clusters Score -117926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -117955.312500 Penalty: 2279.522461
	Iteration 8Q: 3 clusters Score -117955.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -117977.375000 Penalty: 2279.522461
	Iteration 9Q: 3 clusters Score -117977.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -118005.343750 Penalty: 2279.522461
	Iteration 10Q: 3 clusters Score -118005.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -118023.804688 Penalty: 2279.522461
	Iteration 11Q: 3 clusters Score -118023.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -118064.460938 Penalty: 2279.522461
	Iteration 12Q: 3 clusters Score -118064.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -118086.679688 Penalty: 2279.522461
	Iteration 13Q: 3 clusters Score -118086.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -118106.007812 Penalty: 2279.522461
	Iteration 14Q: 3 clusters Score -118106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -118126.531250 Penalty: 2279.522461
	Iteration 15Q: 3 clusters Score -118126.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -118139.476562 Penalty: 2279.522461
	Iteration 16Q: 3 clusters Score -118139.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -118160.046875 Penalty: 2279.522461
	Iteration 17Q: 3 clusters Score -118160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -118169.195312 Penalty: 2279.522461
	Iteration 18Q: 3 clusters Score -118169.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -118176.468750 Penalty: 2279.522461
	Iteration 19Q: 3 clusters Score -118176.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -118187.164062 Penalty: 2279.522461
	Iteration 20F: 3 clusters Score -118187.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -118194.101562 Penalty: 2279.522461
	Iteration 21Q: 3 clusters Score -118194.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -118199.101562 Penalty: 2279.522461
	Iteration 22Q: 3 clusters Score -118199.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -118200.054688 Penalty: 2279.522461
	Iteration 23Q: 3 clusters Score -118200.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -118200.054688 Penalty: 2279.522461
	Iteration 24F: 3 clusters Score -118200.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Entering Unmasked Estep 
Score: -167420.484375 Penalty: 1189.154907
	Iteration 0F: 2 clusters Score -167420.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -165670.796875 Penalty: 2378.309814
	Iteration 0F: 3 clusters Score -165670.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -166135.937500 Penalty: 2378.309814
	Iteration 1F: 3 clusters Score -166135.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -166296.484375 Penalty: 2378.309814
	Iteration 2F: 3 clusters Score -166296.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -166399.421875 Penalty: 2378.309814
	Iteration 3F: 3 clusters Score -166399.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -166478.609375 Penalty: 2378.309814
	Iteration 4Q: 3 clusters Score -166478.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -166536.000000 Penalty: 2378.309814
	Iteration 5Q: 3 clusters Score -166536 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -166600.218750 Penalty: 2378.309814
	Iteration 6Q: 3 clusters Score -166600.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -166655.078125 Penalty: 2378.309814
	Iteration 7Q: 3 clusters Score -166655.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -166692.390625 Penalty: 2378.309814
	Iteration 8Q: 3 clusters Score -166692.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -166719.718750 Penalty: 2378.309814
	Iteration 9Q: 3 clusters Score -166719.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -166732.328125 Penalty: 2378.309814
	Iteration 10Q: 3 clusters Score -166732.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -166739.609375 Penalty: 2378.309814
	Iteration 11Q: 3 clusters Score -166739.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -166744.125000 Penalty: 2378.309814
	Iteration 12Q: 3 clusters Score -166744.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -166752.250000 Penalty: 2378.309814
	Iteration 13Q: 3 clusters Score -166752.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -166764.625000 Penalty: 2378.309814
	Iteration 14Q: 3 clusters Score -166764.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -166775.890625 Penalty: 2378.309814
	Iteration 15Q: 3 clusters Score -166775.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -166784.953125 Penalty: 2378.309814
	Iteration 16Q: 3 clusters Score -166785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -166793.015625 Penalty: 2378.309814
	Iteration 17Q: 3 clusters Score -166793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -166800.296875 Penalty: 2378.309814
	Iteration 18Q: 3 clusters Score -166800.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -166810.250000 Penalty: 2378.309814
	Iteration 19Q: 3 clusters Score -166810.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -166822.515625 Penalty: 2378.309814
	Iteration 20F: 3 clusters Score -166822.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -166836.453125 Penalty: 2378.309814
	Iteration 21Q: 3 clusters Score -166836.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -166844.125000 Penalty: 2378.309814
	Iteration 22Q: 3 clusters Score -166844.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -166851.234375 Penalty: 2378.309814
	Iteration 23Q: 3 clusters Score -166851.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -166855.156250 Penalty: 2378.309814
	Iteration 24Q: 3 clusters Score -166855.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -166859.453125 Penalty: 2378.309814
	Iteration 25Q: 3 clusters Score -166859.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -166868.437500 Penalty: 2378.309814
	Iteration 26Q: 3 clusters Score -166868.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -166877.359375 Penalty: 2378.309814
	Iteration 27Q: 3 clusters Score -166877.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -166894.125000 Penalty: 2378.309814
	Iteration 28Q: 3 clusters Score -166894.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -166903.328125 Penalty: 2378.309814
	Iteration 29Q: 3 clusters Score -166903.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -166915.000000 Penalty: 2378.309814
	Iteration 30Q: 3 clusters Score -166915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -166922.203125 Penalty: 2378.309814
	Iteration 31Q: 3 clusters Score -166922.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -166924.656250 Penalty: 2378.309814
	Iteration 32Q: 3 clusters Score -166924.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -166928.265625 Penalty: 2378.309814
	Iteration 33Q: 3 clusters Score -166928.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -166930.171875 Penalty: 2378.309814
	Iteration 34Q: 3 clusters Score -166930.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -166933.531250 Penalty: 2378.309814
	Iteration 35Q: 3 clusters Score -166933.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -166933.953125 Penalty: 2378.309814
	Iteration 36Q: 3 clusters Score -166934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -166933.953125 Penalty: 2378.309814
	Iteration 37F: 3 clusters Score -166934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Entering Unmasked Estep 
Score: -817672.125000 Penalty: 1434.654175
	Iteration 0F: 2 clusters Score -817672.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -812482.937500 Penalty: 2869.308350
	Iteration 0F: 3 clusters Score -812482.9 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -814113.687500 Penalty: 2869.308350
	Iteration 1F: 3 clusters Score -814113.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -814316.812500 Penalty: 2869.308350
	Iteration 2F: 3 clusters Score -814316.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -814444.562500 Penalty: 2869.308350
	Iteration 3Q: 3 clusters Score -814444.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -814550.500000 Penalty: 2869.308350
	Iteration 4Q: 3 clusters Score -814550.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -814634.000000 Penalty: 2869.308350
	Iteration 5Q: 3 clusters Score -814634 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -814697.562500 Penalty: 2869.308350
	Iteration 6Q: 3 clusters Score -814697.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -814751.562500 Penalty: 2869.308350
	Iteration 7Q: 3 clusters Score -814751.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -814796.562500 Penalty: 2869.308350
	Iteration 8Q: 3 clusters Score -814796.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -814843.250000 Penalty: 2869.308350
	Iteration 9Q: 3 clusters Score -814843.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -814906.375000 Penalty: 2869.308350
	Iteration 10Q: 3 clusters Score -814906.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -814973.437500 Penalty: 2869.308350
	Iteration 11Q: 3 clusters Score -814973.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -815040.500000 Penalty: 2869.308350
	Iteration 12Q: 3 clusters Score -815040.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -815098.875000 Penalty: 2869.308350
	Iteration 13Q: 3 clusters Score -815098.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -815149.125000 Penalty: 2869.308350
	Iteration 14Q: 3 clusters Score -815149.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -815201.062500 Penalty: 2869.308350
	Iteration 15Q: 3 clusters Score -815201.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -815247.250000 Penalty: 2869.308350
	Iteration 16Q: 3 clusters Score -815247.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -815293.500000 Penalty: 2869.308350
	Iteration 17Q: 3 clusters Score -815293.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -815329.250000 Penalty: 2869.308350
	Iteration 18Q: 3 clusters Score -815329.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -815358.312500 Penalty: 2869.308350
	Iteration 19Q: 3 clusters Score -815358.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -815382.187500 Penalty: 2869.308350
	Iteration 20F: 3 clusters Score -815382.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -815400.125000 Penalty: 2869.308350
	Iteration 21Q: 3 clusters Score -815400.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -815414.812500 Penalty: 2869.308350
	Iteration 22Q: 3 clusters Score -815414.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -815430.187500 Penalty: 2869.308350
	Iteration 23Q: 3 clusters Score -815430.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -815446.812500 Penalty: 2869.308350
	Iteration 24Q: 3 clusters Score -815446.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -815469.375000 Penalty: 2869.308350
	Iteration 25Q: 3 clusters Score -815469.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -815489.750000 Penalty: 2869.308350
	Iteration 26Q: 3 clusters Score -815489.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -815506.062500 Penalty: 2869.308350
	Iteration 27Q: 3 clusters Score -815506.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -815527.937500 Penalty: 2869.308350
	Iteration 28Q: 3 clusters Score -815527.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -815546.000000 Penalty: 2869.308350
	Iteration 29Q: 3 clusters Score -815546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -815558.812500 Penalty: 2869.308350
	Iteration 30Q: 3 clusters Score -815558.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -815570.000000 Penalty: 2869.308350
	Iteration 31Q: 3 clusters Score -815570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -815578.062500 Penalty: 2869.308350
	Iteration 32Q: 3 clusters Score -815578.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -815590.000000 Penalty: 2869.308350
	Iteration 33Q: 3 clusters Score -815590 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -815604.312500 Penalty: 2869.308350
	Iteration 34Q: 3 clusters Score -815604.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -815613.812500 Penalty: 2869.308350
	Iteration 35Q: 3 clusters Score -815613.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -815623.000000 Penalty: 2869.308350
	Iteration 36Q: 3 clusters Score -815623 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -815630.875000 Penalty: 2869.308350
	Iteration 37Q: 3 clusters Score -815630.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -815638.000000 Penalty: 2869.308350
	Iteration 38Q: 3 clusters Score -815638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -815642.625000 Penalty: 2869.308350
	Iteration 39Q: 3 clusters Score -815642.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -815651.250000 Penalty: 2869.308350
	Iteration 40F: 3 clusters Score -815651.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -815657.562500 Penalty: 2869.308350
	Iteration 41Q: 3 clusters Score -815657.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -815663.500000 Penalty: 2869.308350
	Iteration 42Q: 3 clusters Score -815663.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -815669.125000 Penalty: 2869.308350
	Iteration 43Q: 3 clusters Score -815669.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -815677.687500 Penalty: 2869.308350
	Iteration 44Q: 3 clusters Score -815677.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -815689.625000 Penalty: 2869.308350
	Iteration 45Q: 3 clusters Score -815689.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -815700.500000 Penalty: 2869.308350
	Iteration 46Q: 3 clusters Score -815700.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -815711.500000 Penalty: 2869.308350
	Iteration 47Q: 3 clusters Score -815711.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -815727.062500 Penalty: 2869.308350
	Iteration 48Q: 3 clusters Score -815727.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -815744.437500 Penalty: 2869.308350
	Iteration 49Q: 3 clusters Score -815744.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -815762.000000 Penalty: 2869.308350
	Iteration 50Q: 3 clusters Score -815762 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -815780.937500 Penalty: 2869.308350
	Iteration 51Q: 3 clusters Score -815780.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -815807.062500 Penalty: 2869.308350
	Iteration 52Q: 3 clusters Score -815807.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -815839.125000 Penalty: 2869.308350
	Iteration 53Q: 3 clusters Score -815839.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -815872.125000 Penalty: 2869.308350
	Iteration 54Q: 3 clusters Score -815872.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -815906.312500 Penalty: 2869.308350
	Iteration 55Q: 3 clusters Score -815906.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -815936.312500 Penalty: 2869.308350
	Iteration 56Q: 3 clusters Score -815936.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -815958.000000 Penalty: 2869.308350
	Iteration 57Q: 3 clusters Score -815958 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -815976.312500 Penalty: 2869.308350
	Iteration 58Q: 3 clusters Score -815976.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -816001.500000 Penalty: 2869.308350
	Iteration 59Q: 3 clusters Score -816001.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -816024.687500 Penalty: 2869.308350
	Iteration 60F: 3 clusters Score -816024.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -816047.250000 Penalty: 2869.308350
	Iteration 61Q: 3 clusters Score -816047.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -816066.875000 Penalty: 2869.308350
	Iteration 62Q: 3 clusters Score -816066.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -816087.875000 Penalty: 2869.308350
	Iteration 63Q: 3 clusters Score -816087.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -816104.375000 Penalty: 2869.308350
	Iteration 64Q: 3 clusters Score -816104.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -816122.562500 Penalty: 2869.308350
	Iteration 65Q: 3 clusters Score -816122.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -816140.562500 Penalty: 2869.308350
	Iteration 66Q: 3 clusters Score -816140.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -816156.375000 Penalty: 2869.308350
	Iteration 67Q: 3 clusters Score -816156.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -816173.000000 Penalty: 2869.308350
	Iteration 68Q: 3 clusters Score -816173 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -816194.687500 Penalty: 2869.308350
	Iteration 69Q: 3 clusters Score -816194.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -816219.937500 Penalty: 2869.308350
	Iteration 70Q: 3 clusters Score -816219.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -816242.500000 Penalty: 2869.308350
	Iteration 71Q: 3 clusters Score -816242.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -816256.500000 Penalty: 2869.308350
	Iteration 72Q: 3 clusters Score -816256.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -816266.187500 Penalty: 2869.308350
	Iteration 73Q: 3 clusters Score -816266.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -816282.375000 Penalty: 2869.308350
	Iteration 74Q: 3 clusters Score -816282.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -816293.937500 Penalty: 2869.308350
	Iteration 75Q: 3 clusters Score -816293.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -816304.750000 Penalty: 2869.308350
	Iteration 76Q: 3 clusters Score -816304.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -816314.562500 Penalty: 2869.308350
	Iteration 77Q: 3 clusters Score -816314.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -816327.125000 Penalty: 2869.308350
	Iteration 78Q: 3 clusters Score -816327.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -816338.250000 Penalty: 2869.308350
	Iteration 79Q: 3 clusters Score -816338.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -816353.812500 Penalty: 2869.308350
	Iteration 80F: 3 clusters Score -816353.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -816364.562500 Penalty: 2869.308350
	Iteration 81Q: 3 clusters Score -816364.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -816370.625000 Penalty: 2869.308350
	Iteration 82Q: 3 clusters Score -816370.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -816378.062500 Penalty: 2869.308350
	Iteration 83Q: 3 clusters Score -816378.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -816386.812500 Penalty: 2869.308350
	Iteration 84Q: 3 clusters Score -816386.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -816394.250000 Penalty: 2869.308350
	Iteration 85Q: 3 clusters Score -816394.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -816397.750000 Penalty: 2869.308350
	Iteration 86Q: 3 clusters Score -816397.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -816403.562500 Penalty: 2869.308350
	Iteration 87Q: 3 clusters Score -816403.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -816408.875000 Penalty: 2869.308350
	Iteration 88Q: 3 clusters Score -816408.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -816413.562500 Penalty: 2869.308350
	Iteration 89Q: 3 clusters Score -816413.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -816419.062500 Penalty: 2869.308350
	Iteration 90Q: 3 clusters Score -816419.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -816430.250000 Penalty: 2869.308350
	Iteration 91Q: 3 clusters Score -816430.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -816438.937500 Penalty: 2869.308350
	Iteration 92Q: 3 clusters Score -816438.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -816443.875000 Penalty: 2869.308350
	Iteration 93Q: 3 clusters Score -816443.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -816451.687500 Penalty: 2869.308350
	Iteration 94Q: 3 clusters Score -816451.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -816454.937500 Penalty: 2869.308350
	Iteration 95Q: 3 clusters Score -816454.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -816460.375000 Penalty: 2869.308350
	Iteration 96Q: 3 clusters Score -816460.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -816464.437500 Penalty: 2869.308350
	Iteration 97Q: 3 clusters Score -816464.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -816469.562500 Penalty: 2869.308350
	Iteration 98Q: 3 clusters Score -816469.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -816471.750000 Penalty: 2869.308350
	Iteration 99Q: 3 clusters Score -816471.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -816471.875000 Penalty: 2869.308350
	Iteration 100F: 3 clusters Score -816471.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -816473.812500 Penalty: 2869.308350
	Iteration 101Q: 3 clusters Score -816473.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -816476.562500 Penalty: 2869.308350
	Iteration 102Q: 3 clusters Score -816476.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -816482.750000 Penalty: 2869.308350
	Iteration 103Q: 3 clusters Score -816482.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -816487.375000 Penalty: 2869.308350
	Iteration 104Q: 3 clusters Score -816487.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -816487.312500 Penalty: 2869.308350
	Iteration 105Q: 3 clusters Score -816487.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -816490.125000 Penalty: 2869.308350
	Iteration 106Q: 3 clusters Score -816490.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -816491.000000 Penalty: 2869.308350
	Iteration 107Q: 3 clusters Score -816491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -816492.625000 Penalty: 2869.308350
	Iteration 108Q: 3 clusters Score -816492.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -816492.125000 Penalty: 2869.308350
	Iteration 109Q: 3 clusters Score -816492.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -816493.312500 Penalty: 2869.308350
	Iteration 110Q: 3 clusters Score -816493.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -816495.562500 Penalty: 2869.308350
	Iteration 111Q: 3 clusters Score -816495.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -816497.937500 Penalty: 2869.308350
	Iteration 112Q: 3 clusters Score -816497.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -816498.375000 Penalty: 2869.308350
	Iteration 113Q: 3 clusters Score -816498.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -816499.437500 Penalty: 2869.308350
	Iteration 114Q: 3 clusters Score -816499.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -816500.687500 Penalty: 2869.308350
	Iteration 115Q: 3 clusters Score -816500.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -816504.687500 Penalty: 2869.308350
	Iteration 116Q: 3 clusters Score -816504.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -816503.687500 Penalty: 2869.308350
	Iteration 117Q: 3 clusters Score -816503.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -816503.687500 Penalty: 2869.308350
	Iteration 118F: 3 clusters Score -816503.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Entering Unmasked Estep 
Score: -1207354.375000 Penalty: 1492.399414
	Iteration 0F: 2 clusters Score -1207354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1200331.250000 Penalty: 2984.798828
	Iteration 0F: 3 clusters Score -1200331 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1202607.875000 Penalty: 2984.798828
	Iteration 1F: 3 clusters Score -1202608 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1202958.375000 Penalty: 2984.798828
	Iteration 2F: 3 clusters Score -1202958 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1203271.750000 Penalty: 2984.798828
	Iteration 3F: 3 clusters Score -1203272 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1203551.000000 Penalty: 2984.798828
	Iteration 4F: 3 clusters Score -1203551 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1203855.875000 Penalty: 2984.798828
	Iteration 5Q: 3 clusters Score -1203856 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1204195.375000 Penalty: 2984.798828
	Iteration 6F: 3 clusters Score -1204195 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1204543.750000 Penalty: 2984.798828
	Iteration 7Q: 3 clusters Score -1204544 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1204895.750000 Penalty: 2984.798828
	Iteration 8Q: 3 clusters Score -1204896 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1205221.000000 Penalty: 2984.798828
	Iteration 9Q: 3 clusters Score -1205221 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1205465.500000 Penalty: 2984.798828
	Iteration 10Q: 3 clusters Score -1205466 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1205630.750000 Penalty: 2984.798828
	Iteration 11Q: 3 clusters Score -1205631 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1205739.500000 Penalty: 2984.798828
	Iteration 12Q: 3 clusters Score -1205740 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1205822.250000 Penalty: 2984.798828
	Iteration 13Q: 3 clusters Score -1205822 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1205869.500000 Penalty: 2984.798828
	Iteration 14Q: 3 clusters Score -1205870 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1205897.000000 Penalty: 2984.798828
	Iteration 15Q: 3 clusters Score -1205897 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1205920.750000 Penalty: 2984.798828
	Iteration 16Q: 3 clusters Score -1205921 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1205935.375000 Penalty: 2984.798828
	Iteration 17Q: 3 clusters Score -1205935 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1205954.250000 Penalty: 2984.798828
	Iteration 18Q: 3 clusters Score -1205954 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1205970.625000 Penalty: 2984.798828
	Iteration 19Q: 3 clusters Score -1205971 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1205991.375000 Penalty: 2984.798828
	Iteration 20F: 3 clusters Score -1205991 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1206009.875000 Penalty: 2984.798828
	Iteration 21Q: 3 clusters Score -1206010 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1206031.500000 Penalty: 2984.798828
	Iteration 22Q: 3 clusters Score -1206032 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1206053.875000 Penalty: 2984.798828
	Iteration 23Q: 3 clusters Score -1206054 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1206073.250000 Penalty: 2984.798828
	Iteration 24Q: 3 clusters Score -1206073 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1206090.875000 Penalty: 2984.798828
	Iteration 25Q: 3 clusters Score -1206091 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1206112.625000 Penalty: 2984.798828
	Iteration 26Q: 3 clusters Score -1206113 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1206120.625000 Penalty: 2984.798828
	Iteration 27Q: 3 clusters Score -1206121 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1206129.750000 Penalty: 2984.798828
	Iteration 28Q: 3 clusters Score -1206130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1206135.125000 Penalty: 2984.798828
	Iteration 29Q: 3 clusters Score -1206135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1206138.000000 Penalty: 2984.798828
	Iteration 30Q: 3 clusters Score -1206138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1206142.750000 Penalty: 2984.798828
	Iteration 31Q: 3 clusters Score -1206143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1206146.375000 Penalty: 2984.798828
	Iteration 32Q: 3 clusters Score -1206146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1206149.125000 Penalty: 2984.798828
	Iteration 33Q: 3 clusters Score -1206149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1206147.250000 Penalty: 2984.798828
	Iteration 34Q: 3 clusters Score -1206147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1206148.375000 Penalty: 2984.798828
	Iteration 35Q: 3 clusters Score -1206148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1206148.500000 Penalty: 2984.798828
	Iteration 36Q: 3 clusters Score -1206148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1206149.625000 Penalty: 2984.798828
	Iteration 37Q: 3 clusters Score -1206150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1206151.125000 Penalty: 2984.798828
	Iteration 38Q: 3 clusters Score -1206151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1206153.125000 Penalty: 2984.798828
	Iteration 39Q: 3 clusters Score -1206153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1206155.375000 Penalty: 2984.798828
	Iteration 40F: 3 clusters Score -1206155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1206154.125000 Penalty: 2984.798828
	Iteration 41Q: 3 clusters Score -1206154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1206160.750000 Penalty: 2984.798828
	Iteration 42Q: 3 clusters Score -1206161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1206165.125000 Penalty: 2984.798828
	Iteration 43Q: 3 clusters Score -1206165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1206166.375000 Penalty: 2984.798828
	Iteration 44Q: 3 clusters Score -1206166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1206169.750000 Penalty: 2984.798828
	Iteration 45Q: 3 clusters Score -1206170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1206172.250000 Penalty: 2984.798828
	Iteration 46Q: 3 clusters Score -1206172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1206171.125000 Penalty: 2984.798828
	Iteration 47Q: 3 clusters Score -1206171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1206170.125000 Penalty: 2984.798828
	Iteration 48Q: 3 clusters Score -1206170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1206170.750000 Penalty: 2984.798828
	Iteration 49Q: 3 clusters Score -1206171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1206170.750000 Penalty: 2984.798828
	Iteration 50F: 3 clusters Score -1206171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (62080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62080 members 
Entering Unmasked Estep 
Score: -7809257.000000 Penalty: 1793.379150
	Iteration 0F: 2 clusters Score -7809257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -7768029.500000 Penalty: 3586.758301
	Iteration 0F: 3 clusters Score -7768030 nChanged 29382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -7784609.000000 Penalty: 3586.758301
	Iteration 1F: 3 clusters Score -7784609 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -7785390.000000 Penalty: 3586.758301
	Iteration 2Q: 3 clusters Score -7785390 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -7786620.500000 Penalty: 3586.758301
	Iteration 3Q: 3 clusters Score -7786620 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -7788960.500000 Penalty: 3586.758301
	Iteration 4F: 3 clusters Score -7788960 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -7792669.500000 Penalty: 3586.758301
	Iteration 5F: 3 clusters Score -7792670 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -7797277.000000 Penalty: 3586.758301
	Iteration 6F: 3 clusters Score -7797277 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -7801572.500000 Penalty: 3586.758301
	Iteration 7F: 3 clusters Score -7801572 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54036 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -7804988.500000 Penalty: 3586.758301
	Iteration 8F: 3 clusters Score -7804988 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55314 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -7807043.500000 Penalty: 3586.758301
	Iteration 9Q: 3 clusters Score -7807044 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55905 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -7807767.000000 Penalty: 3586.758301
	Iteration 10Q: 3 clusters Score -7807767 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56307 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -7808002.500000 Penalty: 3586.758301
	Iteration 11Q: 3 clusters Score -7808002 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56643 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -7808110.000000 Penalty: 3586.758301
	Iteration 12Q: 3 clusters Score -7808110 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56955 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -7808172.000000 Penalty: 3586.758301
	Iteration 13Q: 3 clusters Score -7808172 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57223 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -7808239.000000 Penalty: 3586.758301
	Iteration 14Q: 3 clusters Score -7808239 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57454 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -7808257.000000 Penalty: 3586.758301
	Iteration 15Q: 3 clusters Score -7808257 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57651 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -7808272.500000 Penalty: 3586.758301
	Iteration 16Q: 3 clusters Score -7808272 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57819 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -7808291.500000 Penalty: 3586.758301
	Iteration 17Q: 3 clusters Score -7808292 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57991 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -7808305.500000 Penalty: 3586.758301
	Iteration 18Q: 3 clusters Score -7808306 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58122 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -7808302.000000 Penalty: 3586.758301
	Iteration 19Q: 3 clusters Score -7808302 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58257 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -7808313.000000 Penalty: 3586.758301
	Iteration 20F: 3 clusters Score -7808313 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58366 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -7808332.500000 Penalty: 3586.758301
	Iteration 21Q: 3 clusters Score -7808332 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58475 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -7808356.000000 Penalty: 3586.758301
	Iteration 22Q: 3 clusters Score -7808356 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58573 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -7808340.500000 Penalty: 3586.758301
	Iteration 23Q: 3 clusters Score -7808340 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58690 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -7808335.500000 Penalty: 3586.758301
	Iteration 24Q: 3 clusters Score -7808336 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58781 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7808338 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58867 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7808338 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58953 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -7808342.500000 Penalty: 3586.758301
	Iteration 27Q: 3 clusters Score -7808342 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59031 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7808336 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59107 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7808337 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59181 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -7808331.500000 Penalty: 3586.758301
	Iteration 30Q: 3 clusters Score -7808332 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59266 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7808338 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59333 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7808330 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59387 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7808330 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59430 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7808336 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59474 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7808346 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59525 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7808338 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7808336 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7808336 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59651 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7808338 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59698 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7808343 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59745 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -7808353.000000 Penalty: 3586.758301
	Iteration 41Q: 3 clusters Score -7808353 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59781 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -7808326.000000 Penalty: 3586.758301
	Iteration 42Q: 3 clusters Score -7808326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59813 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7808318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59843 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7808318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59873 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -7808324.500000 Penalty: 3586.758301
	Iteration 45Q: 3 clusters Score -7808324 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59901 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7808324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59925 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7808318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59943 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7808324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59957 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7808337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59974 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7808338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59985 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -7808329.000000 Penalty: 3586.758301
	Iteration 51Q: 3 clusters Score -7808329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59993 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -7808319.500000 Penalty: 3586.758301
	Iteration 52Q: 3 clusters Score -7808320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60005 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7808326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60023 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -7808321.500000 Penalty: 3586.758301
	Iteration 54Q: 3 clusters Score -7808322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60037 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7808326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60047 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -7808332.000000 Penalty: 3586.758301
	Iteration 56Q: 3 clusters Score -7808332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60056 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -7808331.500000 Penalty: 3586.758301
	Iteration 57Q: 3 clusters Score -7808332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60064 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7808328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60071 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7808334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60077 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7808336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60085 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7808331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60095 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7808335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60106 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7808334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60118 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7808340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60132 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7808330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60148 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7808337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60163 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -7808343.000000 Penalty: 3586.758301
	Iteration 67Q: 3 clusters Score -7808343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60177 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -7808328.500000 Penalty: 3586.758301
	Iteration 68Q: 3 clusters Score -7808328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60190 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7808326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60209 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7808328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60222 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7808330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60238 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7808346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60261 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -7808348.500000 Penalty: 3586.758301
	Iteration 73Q: 3 clusters Score -7808348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60277 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -7808361.500000 Penalty: 3586.758301
	Iteration 74Q: 3 clusters Score -7808362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60289 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -7808356.500000 Penalty: 3586.758301
	Iteration 75Q: 3 clusters Score -7808356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -7808363.000000 Penalty: 3586.758301
	Iteration 76Q: 3 clusters Score -7808363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60316 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7808362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60333 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -7808375.000000 Penalty: 3586.758301
	Iteration 78Q: 3 clusters Score -7808375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60345 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7808375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60355 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -7808374.000000 Penalty: 3586.758301
	Iteration 80F: 3 clusters Score -7808374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60363 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -7808368.500000 Penalty: 3586.758301
	Iteration 81Q: 3 clusters Score -7808368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60372 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -7808371.500000 Penalty: 3586.758301
	Iteration 82Q: 3 clusters Score -7808372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60380 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7808374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60384 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -7808374.000000 Penalty: 3586.758301
	Iteration 84Q: 3 clusters Score -7808374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60388 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -7808369.000000 Penalty: 3586.758301
	Iteration 85Q: 3 clusters Score -7808369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60391 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -7808379.000000 Penalty: 3586.758301
	Iteration 86Q: 3 clusters Score -7808379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60394 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -7808384.000000 Penalty: 3586.758301
	Iteration 87Q: 3 clusters Score -7808384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60397 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -7808381.500000 Penalty: 3586.758301
	Iteration 88Q: 3 clusters Score -7808382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60398 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -7808383.500000 Penalty: 3586.758301
	Iteration 89Q: 3 clusters Score -7808384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60402 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -7808385.500000 Penalty: 3586.758301
	Iteration 90Q: 3 clusters Score -7808386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60406 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -7808385.500000 Penalty: 3586.758301
	Iteration 91Q: 3 clusters Score -7808386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60410 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -7808384.000000 Penalty: 3586.758301
	Iteration 92Q: 3 clusters Score -7808384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60413 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -7808379.500000 Penalty: 3586.758301
	Iteration 93Q: 3 clusters Score -7808380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60416 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -7808376.500000 Penalty: 3586.758301
	Iteration 94Q: 3 clusters Score -7808376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60418 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -7808381.500000 Penalty: 3586.758301
	Iteration 95Q: 3 clusters Score -7808382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60424 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -7808378.500000 Penalty: 3586.758301
	Iteration 96Q: 3 clusters Score -7808378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60432 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -7808378.000000 Penalty: 3586.758301
	Iteration 97Q: 3 clusters Score -7808378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60439 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -7808381.500000 Penalty: 3586.758301
	Iteration 98Q: 3 clusters Score -7808382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60444 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -7808379.500000 Penalty: 3586.758301
	Iteration 99Q: 3 clusters Score -7808380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60455 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -7808380.000000 Penalty: 3586.758301
	Iteration 100F: 3 clusters Score -7808380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60465 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -7808378.000000 Penalty: 3586.758301
	Iteration 101Q: 3 clusters Score -7808378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60478 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -7808379.000000 Penalty: 3586.758301
	Iteration 102Q: 3 clusters Score -7808379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60490 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -7808387.000000 Penalty: 3586.758301
	Iteration 103Q: 3 clusters Score -7808387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60499 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -7808386.500000 Penalty: 3586.758301
	Iteration 104Q: 3 clusters Score -7808386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60507 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -7808391.000000 Penalty: 3586.758301
	Iteration 105Q: 3 clusters Score -7808391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60512 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -7808390.000000 Penalty: 3586.758301
	Iteration 106Q: 3 clusters Score -7808390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60518 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -7808389.000000 Penalty: 3586.758301
	Iteration 107Q: 3 clusters Score -7808389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60521 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -7808377.000000 Penalty: 3586.758301
	Iteration 108Q: 3 clusters Score -7808377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60524 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -7808372.500000 Penalty: 3586.758301
	Iteration 109Q: 3 clusters Score -7808372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60531 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -7808374.500000 Penalty: 3586.758301
	Iteration 110Q: 3 clusters Score -7808374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60538 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -7808380.500000 Penalty: 3586.758301
	Iteration 111Q: 3 clusters Score -7808380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60549 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -7808386.500000 Penalty: 3586.758301
	Iteration 112Q: 3 clusters Score -7808386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60552 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -7808384.000000 Penalty: 3586.758301
	Iteration 113Q: 3 clusters Score -7808384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60555 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -7808388.500000 Penalty: 3586.758301
	Iteration 114Q: 3 clusters Score -7808388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60555 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -7808388.500000 Penalty: 3586.758301
	Iteration 115F: 3 clusters Score -7808388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Entering Unmasked Estep 
Score: -306010.781250 Penalty: 1271.861816
	Iteration 0F: 2 clusters Score -306010.8 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 1243 members 
Entering Unmasked Estep 
Score: -303633.812500 Penalty: 2543.723633
	Iteration 0F: 3 clusters Score -303633.8 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -304184.812500 Penalty: 2543.723633
	Iteration 1F: 3 clusters Score -304184.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -304302.093750 Penalty: 2543.723633
	Iteration 2F: 3 clusters Score -304302.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -304368.218750 Penalty: 2543.723633
	Iteration 3Q: 3 clusters Score -304368.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -304402.500000 Penalty: 2543.723633
	Iteration 4Q: 3 clusters Score -304402.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -304431.593750 Penalty: 2543.723633
	Iteration 5Q: 3 clusters Score -304431.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -304455.531250 Penalty: 2543.723633
	Iteration 6Q: 3 clusters Score -304455.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -304488.093750 Penalty: 2543.723633
	Iteration 7Q: 3 clusters Score -304488.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -304510.500000 Penalty: 2543.723633
	Iteration 8Q: 3 clusters Score -304510.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -304523.437500 Penalty: 2543.723633
	Iteration 9Q: 3 clusters Score -304523.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -304535.875000 Penalty: 2543.723633
	Iteration 10Q: 3 clusters Score -304535.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -304548.468750 Penalty: 2543.723633
	Iteration 11Q: 3 clusters Score -304548.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -304555.437500 Penalty: 2543.723633
	Iteration 12Q: 3 clusters Score -304555.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -304561.781250 Penalty: 2543.723633
	Iteration 13Q: 3 clusters Score -304561.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -304566.406250 Penalty: 2543.723633
	Iteration 14Q: 3 clusters Score -304566.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -304569.687500 Penalty: 2543.723633
	Iteration 15Q: 3 clusters Score -304569.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -304572.937500 Penalty: 2543.723633
	Iteration 16Q: 3 clusters Score -304572.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -304577.062500 Penalty: 2543.723633
	Iteration 17Q: 3 clusters Score -304577.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -304581.687500 Penalty: 2543.723633
	Iteration 18Q: 3 clusters Score -304581.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -304586.718750 Penalty: 2543.723633
	Iteration 19Q: 3 clusters Score -304586.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -304592.156250 Penalty: 2543.723633
	Iteration 20F: 3 clusters Score -304592.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -304599.562500 Penalty: 2543.723633
	Iteration 21Q: 3 clusters Score -304599.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -304610.843750 Penalty: 2543.723633
	Iteration 22Q: 3 clusters Score -304610.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -304621.093750 Penalty: 2543.723633
	Iteration 23Q: 3 clusters Score -304621.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -304631.687500 Penalty: 2543.723633
	Iteration 24Q: 3 clusters Score -304631.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -304652.343750 Penalty: 2543.723633
	Iteration 25Q: 3 clusters Score -304652.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -304675.312500 Penalty: 2543.723633
	Iteration 26Q: 3 clusters Score -304675.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -304686.875000 Penalty: 2543.723633
	Iteration 27Q: 3 clusters Score -304686.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -304701.750000 Penalty: 2543.723633
	Iteration 28Q: 3 clusters Score -304701.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -304716.375000 Penalty: 2543.723633
	Iteration 29Q: 3 clusters Score -304716.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -304730.718750 Penalty: 2543.723633
	Iteration 30Q: 3 clusters Score -304730.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -304746.031250 Penalty: 2543.723633
	Iteration 31Q: 3 clusters Score -304746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -304765.781250 Penalty: 2543.723633
	Iteration 32Q: 3 clusters Score -304765.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -304778.218750 Penalty: 2543.723633
	Iteration 33Q: 3 clusters Score -304778.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -304787.812500 Penalty: 2543.723633
	Iteration 34Q: 3 clusters Score -304787.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -304796.750000 Penalty: 2543.723633
	Iteration 35Q: 3 clusters Score -304796.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -304805.218750 Penalty: 2543.723633
	Iteration 36Q: 3 clusters Score -304805.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -304812.843750 Penalty: 2543.723633
	Iteration 37Q: 3 clusters Score -304812.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -304817.687500 Penalty: 2543.723633
	Iteration 38Q: 3 clusters Score -304817.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -304820.937500 Penalty: 2543.723633
	Iteration 39Q: 3 clusters Score -304820.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -304824.312500 Penalty: 2543.723633
	Iteration 40F: 3 clusters Score -304824.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -304829.187500 Penalty: 2543.723633
	Iteration 41Q: 3 clusters Score -304829.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -304835.750000 Penalty: 2543.723633
	Iteration 42Q: 3 clusters Score -304835.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -304841.156250 Penalty: 2543.723633
	Iteration 43Q: 3 clusters Score -304841.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -304843.750000 Penalty: 2543.723633
	Iteration 44Q: 3 clusters Score -304843.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -304845.000000 Penalty: 2543.723633
	Iteration 45Q: 3 clusters Score -304845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -304845.343750 Penalty: 2543.723633
	Iteration 46Q: 3 clusters Score -304845.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -304845.531250 Penalty: 2543.723633
	Iteration 47Q: 3 clusters Score -304845.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -304846.937500 Penalty: 2543.723633
	Iteration 48Q: 3 clusters Score -304846.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -304847.281250 Penalty: 2543.723633
	Iteration 49Q: 3 clusters Score -304847.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -304848.437500 Penalty: 2543.723633
	Iteration 50Q: 3 clusters Score -304848.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -304849.156250 Penalty: 2543.723633
	Iteration 51Q: 3 clusters Score -304849.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -304849.218750 Penalty: 2543.723633
	Iteration 52Q: 3 clusters Score -304849.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -304849.781250 Penalty: 2543.723633
	Iteration 53Q: 3 clusters Score -304849.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -304850.093750 Penalty: 2543.723633
	Iteration 54Q: 3 clusters Score -304850.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -304850.312500 Penalty: 2543.723633
	Iteration 55Q: 3 clusters Score -304850.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -304850.937500 Penalty: 2543.723633
	Iteration 56Q: 3 clusters Score -304850.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -304852.125000 Penalty: 2543.723633
	Iteration 57Q: 3 clusters Score -304852.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -304852.843750 Penalty: 2543.723633
	Iteration 58Q: 3 clusters Score -304852.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -304853.312500 Penalty: 2543.723633
	Iteration 59Q: 3 clusters Score -304853.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -304854.093750 Penalty: 2543.723633
	Iteration 60F: 3 clusters Score -304854.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -304856.687500 Penalty: 2543.723633
	Iteration 61Q: 3 clusters Score -304856.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -304859.593750 Penalty: 2543.723633
	Iteration 62Q: 3 clusters Score -304859.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -304860.781250 Penalty: 2543.723633
	Iteration 63Q: 3 clusters Score -304860.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -304861.625000 Penalty: 2543.723633
	Iteration 64Q: 3 clusters Score -304861.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -304861.625000 Penalty: 2543.723633
	Iteration 65F: 3 clusters Score -304861.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (105070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105070 members 
Entering Unmasked Estep 
Score: -13161489.000000 Penalty: 1878.887085
	Iteration 0F: 2 clusters Score -1.316149e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52799 members 
Mstep: Class 2 contains 52271 members 
Entering Unmasked Estep 
Score: -13094519.000000 Penalty: 3757.774170
	Iteration 0F: 3 clusters Score -1.309452e+07 nChanged 50379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57746 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
Score: -13124238.000000 Penalty: 3757.774170
	Iteration 1F: 3 clusters Score -1.312424e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60812 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -13125988.000000 Penalty: 3757.774170
	Iteration 2Q: 3 clusters Score -1.312599e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65307 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -13128581.000000 Penalty: 3757.774170
	Iteration 3F: 3 clusters Score -1.312858e+07 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71680 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -13133027.000000 Penalty: 3757.774170
	Iteration 4F: 3 clusters Score -1.313303e+07 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79721 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -13139955.000000 Penalty: 3757.774170
	Iteration 5F: 3 clusters Score -1.313996e+07 nChanged 8867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88128 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -13148077.000000 Penalty: 3757.774170
	Iteration 6F: 3 clusters Score -1.314808e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94506 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -13155339.000000 Penalty: 3757.774170
	Iteration 7F: 3 clusters Score -1.315534e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98695 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -13159087.000000 Penalty: 3757.774170
	Iteration 8Q: 3 clusters Score -1.315909e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101152 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -13160451.000000 Penalty: 3757.774170
	Iteration 9Q: 3 clusters Score -1.316045e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102518 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -13160689.000000 Penalty: 3757.774170
	Iteration 10Q: 3 clusters Score -1.316069e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103311 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -13160625.000000 Penalty: 3757.774170
	Iteration 11Q: 3 clusters Score -1.316062e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103736 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -13160557.000000 Penalty: 3757.774170
	Iteration 12Q: 3 clusters Score -1.316056e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103985 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -13160533.000000 Penalty: 3757.774170
	Iteration 13Q: 3 clusters Score -1.316053e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104153 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -13160594.000000 Penalty: 3757.774170
	Iteration 14Q: 3 clusters Score -1.316059e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104262 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -13160592.000000 Penalty: 3757.774170
	Iteration 15Q: 3 clusters Score -1.316059e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104323 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -13160588.000000 Penalty: 3757.774170
	Iteration 16Q: 3 clusters Score -1.316059e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104372 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -13160566.000000 Penalty: 3757.774170
	Iteration 17Q: 3 clusters Score -1.316057e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104405 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -13160558.000000 Penalty: 3757.774170
	Iteration 18Q: 3 clusters Score -1.316056e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104427 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -13160547.000000 Penalty: 3757.774170
	Iteration 19Q: 3 clusters Score -1.316055e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104437 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -13160522.000000 Penalty: 3757.774170
	Iteration 20F: 3 clusters Score -1.316052e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104446 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -13160531.000000 Penalty: 3757.774170
	Iteration 21Q: 3 clusters Score -1.316053e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104457 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -13160531.000000 Penalty: 3757.774170
	Iteration 22Q: 3 clusters Score -1.316053e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104461 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -13160529.000000 Penalty: 3757.774170
	Iteration 23Q: 3 clusters Score -1.316053e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104467 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -13160525.000000 Penalty: 3757.774170
	Iteration 24Q: 3 clusters Score -1.316052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104471 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -13160526.000000 Penalty: 3757.774170
	Iteration 25Q: 3 clusters Score -1.316053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104475 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -13160532.000000 Penalty: 3757.774170
	Iteration 26Q: 3 clusters Score -1.316053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104478 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -13160515.000000 Penalty: 3757.774170
	Iteration 27Q: 3 clusters Score -1.316052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104479 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -13160514.000000 Penalty: 3757.774170
	Iteration 28Q: 3 clusters Score -1.316051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104477 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -13160517.000000 Penalty: 3757.774170
	Iteration 29Q: 3 clusters Score -1.316052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104479 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -13160521.000000 Penalty: 3757.774170
	Iteration 30Q: 3 clusters Score -1.316052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104480 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -13160520.000000 Penalty: 3757.774170
	Iteration 31Q: 3 clusters Score -1.316052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104481 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -13160519.000000 Penalty: 3757.774170
	Iteration 32Q: 3 clusters Score -1.316052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104482 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -13160517.000000 Penalty: 3757.774170
	Iteration 33Q: 3 clusters Score -1.316052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104483 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -13160513.000000 Penalty: 3757.774170
	Iteration 34Q: 3 clusters Score -1.316051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104482 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -13160514.000000 Penalty: 3757.774170
	Iteration 35Q: 3 clusters Score -1.316051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104481 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -13160517.000000 Penalty: 3757.774170
	Iteration 36Q: 3 clusters Score -1.316052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104481 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -13160517.000000 Penalty: 3757.774170
	Iteration 37F: 3 clusters Score -1.316052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (101139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101139 members 
Entering Unmasked Estep 
Score: -12765100.000000 Penalty: 1872.690796
	Iteration 0F: 2 clusters Score -1.27651e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 51312 members 
Entering Unmasked Estep 
Score: -12699406.000000 Penalty: 3745.381592
	Iteration 0F: 3 clusters Score -1.269941e+07 nChanged 48145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 61245 members 
Entering Unmasked Estep 
Score: -12729255.000000 Penalty: 3745.381592
	Iteration 1F: 3 clusters Score -1.272926e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 67490 members 
Entering Unmasked Estep 
Score: -12733218.000000 Penalty: 3745.381592
	Iteration 2F: 3 clusters Score -1.273322e+07 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 75966 members 
Entering Unmasked Estep 
Score: -12739784.000000 Penalty: 3745.381592
	Iteration 3F: 3 clusters Score -1.273978e+07 nChanged 9458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 85404 members 
Entering Unmasked Estep 
Score: -12748574.000000 Penalty: 3745.381592
	Iteration 4F: 3 clusters Score -1.274857e+07 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 93258 members 
Entering Unmasked Estep 
Score: -12757323.000000 Penalty: 3745.381592
	Iteration 5F: 3 clusters Score -1.275732e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 98069 members 
Entering Unmasked Estep 
Score: -12761762.000000 Penalty: 3745.381592
	Iteration 6Q: 3 clusters Score -1.276176e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 100097 members 
Entering Unmasked Estep 
Score: -12762995.000000 Penalty: 3745.381592
	Iteration 7Q: 3 clusters Score -1.2763e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 100703 members 
Entering Unmasked Estep 
Score: -12763285.000000 Penalty: 3745.381592
	Iteration 8Q: 3 clusters Score -1.276328e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 100863 members 
Entering Unmasked Estep 
Score: -12763376.000000 Penalty: 3745.381592
	Iteration 9Q: 3 clusters Score -1.276338e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 100908 members 
Entering Unmasked Estep 
Score: -12763462.000000 Penalty: 3745.381592
	Iteration 10Q: 3 clusters Score -1.276346e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 100923 members 
Entering Unmasked Estep 
Score: -12763502.000000 Penalty: 3745.381592
	Iteration 11Q: 3 clusters Score -1.27635e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 100928 members 
Entering Unmasked Estep 
Score: -12763519.000000 Penalty: 3745.381592
	Iteration 12Q: 3 clusters Score -1.276352e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 100934 members 
Entering Unmasked Estep 
Score: -12763532.000000 Penalty: 3745.381592
	Iteration 13Q: 3 clusters Score -1.276353e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 100937 members 
Entering Unmasked Estep 
Score: -12763545.000000 Penalty: 3745.381592
	Iteration 14Q: 3 clusters Score -1.276354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 100938 members 
Entering Unmasked Estep 
Score: -12763558.000000 Penalty: 3745.381592
	Iteration 15Q: 3 clusters Score -1.276356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 100937 members 
Entering Unmasked Estep 
Score: -12763556.000000 Penalty: 3745.381592
	Iteration 16Q: 3 clusters Score -1.276356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 100938 members 
Entering Unmasked Estep 
Score: -12763557.000000 Penalty: 3745.381592
	Iteration 17Q: 3 clusters Score -1.276356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 100937 members 
Entering Unmasked Estep 
Score: -12763568.000000 Penalty: 3745.381592
	Iteration 18Q: 3 clusters Score -1.276357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 100935 members 
Entering Unmasked Estep 
Score: -12763567.000000 Penalty: 3745.381592
	Iteration 19Q: 3 clusters Score -1.276357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 100936 members 
Entering Unmasked Estep 
Score: -12763574.000000 Penalty: 3745.381592
	Iteration 20F: 3 clusters Score -1.276357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 100938 members 
Entering Unmasked Estep 
Score: -12763577.000000 Penalty: 3745.381592
	Iteration 21Q: 3 clusters Score -1.276358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 100939 members 
Entering Unmasked Estep 
Score: -12763580.000000 Penalty: 3745.381592
	Iteration 22Q: 3 clusters Score -1.276358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 100943 members 
Entering Unmasked Estep 
Score: -12763581.000000 Penalty: 3745.381592
	Iteration 23Q: 3 clusters Score -1.276358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 100943 members 
Entering Unmasked Estep 
Score: -12763595.000000 Penalty: 3745.381592
	Iteration 24Q: 3 clusters Score -1.27636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 100943 members 
Entering Unmasked Estep 
Score: -12763603.000000 Penalty: 3745.381592
	Iteration 25Q: 3 clusters Score -1.27636e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 100943 members 
Entering Unmasked Estep 
Score: -12763603.000000 Penalty: 3745.381592
	Iteration 26F: 3 clusters Score -1.27636e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (103896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103896 members 
Entering Unmasked Estep 
Score: -13145192.000000 Penalty: 1877.061157
	Iteration 0F: 2 clusters Score -1.314519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51906 members 
Mstep: Class 2 contains 51990 members 
Entering Unmasked Estep 
Score: -13081109.000000 Penalty: 3754.122314
	Iteration 0F: 3 clusters Score -1.308111e+07 nChanged 49711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 53453 members 
Entering Unmasked Estep 
Score: -13110065.000000 Penalty: 3754.122314
	Iteration 1F: 3 clusters Score -1.311006e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49103 members 
Mstep: Class 2 contains 54793 members 
Entering Unmasked Estep 
Score: -13111056.000000 Penalty: 3754.122314
	Iteration 2Q: 3 clusters Score -1.311106e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 56975 members 
Entering Unmasked Estep 
Score: -13112402.000000 Penalty: 3754.122314
	Iteration 3Q: 3 clusters Score -1.31124e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 60058 members 
Entering Unmasked Estep 
Score: -13114360.000000 Penalty: 3754.122314
	Iteration 4Q: 3 clusters Score -1.311436e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 64028 members 
Entering Unmasked Estep 
Score: -13116816.000000 Penalty: 3754.122314
	Iteration 5F: 3 clusters Score -1.311682e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 68921 members 
Entering Unmasked Estep 
Score: -13120179.000000 Penalty: 3754.122314
	Iteration 6F: 3 clusters Score -1.312018e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 74455 members 
Entering Unmasked Estep 
Score: -13124213.000000 Penalty: 3754.122314
	Iteration 7F: 3 clusters Score -1.312421e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 80315 members 
Entering Unmasked Estep 
Score: -13128591.000000 Penalty: 3754.122314
	Iteration 8F: 3 clusters Score -1.312859e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 85942 members 
Entering Unmasked Estep 
Score: -13133119.000000 Penalty: 3754.122314
	Iteration 9F: 3 clusters Score -1.313312e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 90822 members 
Entering Unmasked Estep 
Score: -13137741.000000 Penalty: 3754.122314
	Iteration 10Q: 3 clusters Score -1.313774e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 94735 members 
Entering Unmasked Estep 
Score: -13141536.000000 Penalty: 3754.122314
	Iteration 11Q: 3 clusters Score -1.314154e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 98016 members 
Entering Unmasked Estep 
Score: -13143530.000000 Penalty: 3754.122314
	Iteration 12Q: 3 clusters Score -1.314353e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 100655 members 
Entering Unmasked Estep 
Score: -13144066.000000 Penalty: 3754.122314
	Iteration 13Q: 3 clusters Score -1.314407e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 102387 members 
Entering Unmasked Estep 
Score: -13143990.000000 Penalty: 3754.122314
	Iteration 14Q: 3 clusters Score -1.314399e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 103198 members 
Entering Unmasked Estep 
Score: -13143768.000000 Penalty: 3754.122314
	Iteration 15Q: 3 clusters Score -1.314377e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 103518 members 
Entering Unmasked Estep 
Score: -13143686.000000 Penalty: 3754.122314
	Iteration 16Q: 3 clusters Score -1.314369e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 103618 members 
Entering Unmasked Estep 
Score: -13143712.000000 Penalty: 3754.122314
	Iteration 17Q: 3 clusters Score -1.314371e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 103651 members 
Entering Unmasked Estep 
Score: -13143718.000000 Penalty: 3754.122314
	Iteration 18Q: 3 clusters Score -1.314372e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 103658 members 
Entering Unmasked Estep 
Score: -13143755.000000 Penalty: 3754.122314
	Iteration 19Q: 3 clusters Score -1.314376e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 103668 members 
Entering Unmasked Estep 
Score: -13143771.000000 Penalty: 3754.122314
	Iteration 20F: 3 clusters Score -1.314377e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 103674 members 
Entering Unmasked Estep 
Score: -13143768.000000 Penalty: 3754.122314
	Iteration 21Q: 3 clusters Score -1.314377e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 103674 members 
Entering Unmasked Estep 
Score: -13143793.000000 Penalty: 3754.122314
	Iteration 22Q: 3 clusters Score -1.314379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 103677 members 
Entering Unmasked Estep 
Score: -13143788.000000 Penalty: 3754.122314
	Iteration 23Q: 3 clusters Score -1.314379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 103680 members 
Entering Unmasked Estep 
Score: -13143788.000000 Penalty: 3754.122314
	Iteration 24Q: 3 clusters Score -1.314379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 103681 members 
Entering Unmasked Estep 
Score: -13143784.000000 Penalty: 3754.122314
	Iteration 25Q: 3 clusters Score -1.314378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 103682 members 
Entering Unmasked Estep 
Score: -13143780.000000 Penalty: 3754.122314
	Iteration 26Q: 3 clusters Score -1.314378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 103682 members 
Entering Unmasked Estep 
Score: -13143791.000000 Penalty: 3754.122314
	Iteration 27Q: 3 clusters Score -1.314379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 103683 members 
Entering Unmasked Estep 
Score: -13143795.000000 Penalty: 3754.122314
	Iteration 28Q: 3 clusters Score -1.31438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 103686 members 
Entering Unmasked Estep 
Score: -13143794.000000 Penalty: 3754.122314
	Iteration 29Q: 3 clusters Score -1.314379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 103688 members 
Entering Unmasked Estep 
Score: -13143796.000000 Penalty: 3754.122314
	Iteration 30Q: 3 clusters Score -1.31438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 103688 members 
Entering Unmasked Estep 
Score: -13143800.000000 Penalty: 3754.122314
	Iteration 31Q: 3 clusters Score -1.31438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 103690 members 
Entering Unmasked Estep 
Score: -13143799.000000 Penalty: 3754.122314
	Iteration 32Q: 3 clusters Score -1.31438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 103689 members 
Entering Unmasked Estep 
Score: -13143805.000000 Penalty: 3754.122314
	Iteration 33Q: 3 clusters Score -1.31438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 103690 members 
Entering Unmasked Estep 
Score: -13143805.000000 Penalty: 3754.122314
	Iteration 34Q: 3 clusters Score -1.31438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 103691 members 
Entering Unmasked Estep 
Score: -13143801.000000 Penalty: 3754.122314
	Iteration 35Q: 3 clusters Score -1.31438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 103691 members 
Entering Unmasked Estep 
Score: -13143801.000000 Penalty: 3754.122314
	Iteration 36F: 3 clusters Score -1.31438e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Entering Unmasked Estep 
Score: -113140.640625 Penalty: 1140.635742
	Iteration 0F: 2 clusters Score -113140.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -111659.578125 Penalty: 2281.271484
	Iteration 0F: 3 clusters Score -111659.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -112117.460938 Penalty: 2281.271484
	Iteration 1F: 3 clusters Score -112117.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -112393.187500 Penalty: 2281.271484
	Iteration 2F: 3 clusters Score -112393.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -112601.890625 Penalty: 2281.271484
	Iteration 3F: 3 clusters Score -112601.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -112764.468750 Penalty: 2281.271484
	Iteration 4F: 3 clusters Score -112764.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -112993.062500 Penalty: 2281.271484
	Iteration 5F: 3 clusters Score -112993.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -113218.546875 Penalty: 2281.271484
	Iteration 6F: 3 clusters Score -113218.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -113406.250000 Penalty: 2281.271484
	Iteration 7F: 3 clusters Score -113406.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -113517.218750 Penalty: 2281.271484
	Iteration 8Q: 3 clusters Score -113517.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -113537.406250 Penalty: 2281.271484
	Iteration 9Q: 3 clusters Score -113537.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -113546.171875 Penalty: 2281.271484
	Iteration 10Q: 3 clusters Score -113546.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -113553.375000 Penalty: 2281.271484
	Iteration 11Q: 3 clusters Score -113553.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -113558.523438 Penalty: 2281.271484
	Iteration 12Q: 3 clusters Score -113558.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -113559.179688 Penalty: 2281.271484
	Iteration 13Q: 3 clusters Score -113559.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -113559.179688 Penalty: 2281.271484
	Iteration 14F: 3 clusters Score -113559.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 107271 members 
Mstep: Class 2 contains 11710 members 
Mstep: Class 3 contains 6945 members 
Mstep: Class 4 contains 124461 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1507 members 
Mstep: Class 7 contains 6827 members 
Mstep: Class 8 contains 9740 members 
Mstep: Class 9 contains 62080 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 105070 members 
Mstep: Class 12 contains 101139 members 
Mstep: Class 13 contains 103896 members 
Mstep: Class 14 contains 635 members 
Mstep: Class 15 contains 3207 members 
Mstep: Class 16 contains 83799 members 
Mstep: Class 17 contains 24556 members 
Mstep: Class 18 contains 14401 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4744 members 
Mstep: Class 26 contains 21283 members 
Mstep: Class 27 contains 6659 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9458 members 
Mstep: Class 30 contains 33907 members 
Mstep: Class 31 contains 26828 members 
Mstep: Class 32 contains 1969 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3012 members 
Mstep: Class 35 contains 17702 members 
Mstep: Class 36 contains 6482 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1112 members 
Mstep: Class 41 contains 483 members 
Entering Unmasked Estep 
Score: -111776056.000000 Penalty: 91479.007812
Splitting cluster 14 changes total score from -111776616.000000 to -111776056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (3207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Entering Unmasked Estep 
Score: -401696.562500 Penalty: 1311.877319
	Iteration 0F: 2 clusters Score -401696.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -398845.718750 Penalty: 2623.754639
	Iteration 0F: 3 clusters Score -398845.7 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -399537.250000 Penalty: 2623.754639
	Iteration 1F: 3 clusters Score -399537.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -399721.687500 Penalty: 2623.754639
	Iteration 2F: 3 clusters Score -399721.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -399856.937500 Penalty: 2623.754639
	Iteration 3F: 3 clusters Score -399856.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -399950.000000 Penalty: 2623.754639
	Iteration 4Q: 3 clusters Score -399950 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -400024.843750 Penalty: 2623.754639
	Iteration 5Q: 3 clusters Score -400024.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -400084.812500 Penalty: 2623.754639
	Iteration 6Q: 3 clusters Score -400084.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -400129.562500 Penalty: 2623.754639
	Iteration 7Q: 3 clusters Score -400129.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -400172.187500 Penalty: 2623.754639
	Iteration 8Q: 3 clusters Score -400172.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -400208.593750 Penalty: 2623.754639
	Iteration 9Q: 3 clusters Score -400208.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -400236.593750 Penalty: 2623.754639
	Iteration 10Q: 3 clusters Score -400236.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -400260.687500 Penalty: 2623.754639
	Iteration 11Q: 3 clusters Score -400260.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -400278.281250 Penalty: 2623.754639
	Iteration 12Q: 3 clusters Score -400278.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -400300.437500 Penalty: 2623.754639
	Iteration 13Q: 3 clusters Score -400300.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -400319.593750 Penalty: 2623.754639
	Iteration 14Q: 3 clusters Score -400319.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -400333.781250 Penalty: 2623.754639
	Iteration 15Q: 3 clusters Score -400333.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -400343.000000 Penalty: 2623.754639
	Iteration 16Q: 3 clusters Score -400343 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -400351.562500 Penalty: 2623.754639
	Iteration 17Q: 3 clusters Score -400351.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -400358.156250 Penalty: 2623.754639
	Iteration 18Q: 3 clusters Score -400358.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -400363.531250 Penalty: 2623.754639
	Iteration 19Q: 3 clusters Score -400363.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -400368.593750 Penalty: 2623.754639
	Iteration 20F: 3 clusters Score -400368.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -400373.812500 Penalty: 2623.754639
	Iteration 21Q: 3 clusters Score -400373.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -400378.375000 Penalty: 2623.754639
	Iteration 22Q: 3 clusters Score -400378.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -400381.937500 Penalty: 2623.754639
	Iteration 23Q: 3 clusters Score -400381.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -400384.093750 Penalty: 2623.754639
	Iteration 24Q: 3 clusters Score -400384.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -400386.437500 Penalty: 2623.754639
	Iteration 25Q: 3 clusters Score -400386.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -400386.500000 Penalty: 2623.754639
	Iteration 26Q: 3 clusters Score -400386.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -400386.437500 Penalty: 2623.754639
	Iteration 27Q: 3 clusters Score -400386.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -400388.312500 Penalty: 2623.754639
	Iteration 28Q: 3 clusters Score -400388.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -400390.750000 Penalty: 2623.754639
	Iteration 29Q: 3 clusters Score -400390.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -400393.812500 Penalty: 2623.754639
	Iteration 30Q: 3 clusters Score -400393.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -400396.375000 Penalty: 2623.754639
	Iteration 31Q: 3 clusters Score -400396.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -400399.343750 Penalty: 2623.754639
	Iteration 32Q: 3 clusters Score -400399.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -400401.593750 Penalty: 2623.754639
	Iteration 33Q: 3 clusters Score -400401.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -400403.593750 Penalty: 2623.754639
	Iteration 34Q: 3 clusters Score -400403.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -400403.531250 Penalty: 2623.754639
	Iteration 35Q: 3 clusters Score -400403.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -400403.562500 Penalty: 2623.754639
	Iteration 36Q: 3 clusters Score -400403.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -400404.031250 Penalty: 2623.754639
	Iteration 37Q: 3 clusters Score -400404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -400404.187500 Penalty: 2623.754639
	Iteration 38Q: 3 clusters Score -400404.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -400404.937500 Penalty: 2623.754639
	Iteration 39Q: 3 clusters Score -400404.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -400405.500000 Penalty: 2623.754639
	Iteration 40F: 3 clusters Score -400405.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -400407.156250 Penalty: 2623.754639
	Iteration 41Q: 3 clusters Score -400407.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -400409.937500 Penalty: 2623.754639
	Iteration 42Q: 3 clusters Score -400409.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -400411.937500 Penalty: 2623.754639
	Iteration 43Q: 3 clusters Score -400411.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -400414.437500 Penalty: 2623.754639
	Iteration 44Q: 3 clusters Score -400414.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -400418.843750 Penalty: 2623.754639
	Iteration 45Q: 3 clusters Score -400418.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -400421.937500 Penalty: 2623.754639
	Iteration 46Q: 3 clusters Score -400421.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -400427.656250 Penalty: 2623.754639
	Iteration 47Q: 3 clusters Score -400427.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -400431.531250 Penalty: 2623.754639
	Iteration 48Q: 3 clusters Score -400431.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -400435.375000 Penalty: 2623.754639
	Iteration 49Q: 3 clusters Score -400435.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -400438.812500 Penalty: 2623.754639
	Iteration 50Q: 3 clusters Score -400438.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -400442.156250 Penalty: 2623.754639
	Iteration 51Q: 3 clusters Score -400442.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -400444.250000 Penalty: 2623.754639
	Iteration 52Q: 3 clusters Score -400444.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -400447.406250 Penalty: 2623.754639
	Iteration 53Q: 3 clusters Score -400447.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -400449.531250 Penalty: 2623.754639
	Iteration 54Q: 3 clusters Score -400449.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -400450.156250 Penalty: 2623.754639
	Iteration 55Q: 3 clusters Score -400450.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -400450.531250 Penalty: 2623.754639
	Iteration 56Q: 3 clusters Score -400450.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -400450.531250 Penalty: 2623.754639
	Iteration 57F: 3 clusters Score -400450.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (83799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83799 members 
Entering Unmasked Estep 
Score: -10420166.000000 Penalty: 1842.128540
	Iteration 0F: 2 clusters Score -1.042017e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -10363923.000000 Penalty: 3684.257080
	Iteration 0F: 3 clusters Score -1.036392e+07 nChanged 40148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -10387801.000000 Penalty: 3684.257080
	Iteration 1F: 3 clusters Score -1.03878e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -10389003.000000 Penalty: 3684.257080
	Iteration 2Q: 3 clusters Score -1.0389e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -10390387.000000 Penalty: 3684.257080
	Iteration 3Q: 3 clusters Score -1.039039e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -10392154.000000 Penalty: 3684.257080
	Iteration 4Q: 3 clusters Score -1.039215e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -10394232.000000 Penalty: 3684.257080
	Iteration 5F: 3 clusters Score -1.039423e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -10397228.000000 Penalty: 3684.257080
	Iteration 6F: 3 clusters Score -1.039723e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46784 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -10400862.000000 Penalty: 3684.257080
	Iteration 7F: 3 clusters Score -1.040086e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49055 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -10404575.000000 Penalty: 3684.257080
	Iteration 8F: 3 clusters Score -1.040458e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51084 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -10407174.000000 Penalty: 3684.257080
	Iteration 9F: 3 clusters Score -1.040717e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52778 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -10408571.000000 Penalty: 3684.257080
	Iteration 10Q: 3 clusters Score -1.040857e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54462 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -10409488.000000 Penalty: 3684.257080
	Iteration 11Q: 3 clusters Score -1.040949e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56178 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -10410197.000000 Penalty: 3684.257080
	Iteration 12Q: 3 clusters Score -1.04102e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57922 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -10410964.000000 Penalty: 3684.257080
	Iteration 13Q: 3 clusters Score -1.041096e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59737 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -10411787.000000 Penalty: 3684.257080
	Iteration 14Q: 3 clusters Score -1.041179e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61520 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -10412529.000000 Penalty: 3684.257080
	Iteration 15Q: 3 clusters Score -1.041253e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63279 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -10413330.000000 Penalty: 3684.257080
	Iteration 16Q: 3 clusters Score -1.041333e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64965 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -10414082.000000 Penalty: 3684.257080
	Iteration 17Q: 3 clusters Score -1.041408e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66538 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -10414806.000000 Penalty: 3684.257080
	Iteration 18Q: 3 clusters Score -1.041481e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67979 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -10415517.000000 Penalty: 3684.257080
	Iteration 19Q: 3 clusters Score -1.041552e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69282 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -10416131.000000 Penalty: 3684.257080
	Iteration 20F: 3 clusters Score -1.041613e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70438 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -10416641.000000 Penalty: 3684.257080
	Iteration 21Q: 3 clusters Score -1.041664e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71512 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -10417076.000000 Penalty: 3684.257080
	Iteration 22Q: 3 clusters Score -1.041708e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72470 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -10417534.000000 Penalty: 3684.257080
	Iteration 23Q: 3 clusters Score -1.041753e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73331 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -10417839.000000 Penalty: 3684.257080
	Iteration 24Q: 3 clusters Score -1.041784e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74068 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -10418103.000000 Penalty: 3684.257080
	Iteration 25Q: 3 clusters Score -1.04181e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74726 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -10418384.000000 Penalty: 3684.257080
	Iteration 26Q: 3 clusters Score -1.041838e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75308 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -10418581.000000 Penalty: 3684.257080
	Iteration 27Q: 3 clusters Score -1.041858e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75855 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -10418727.000000 Penalty: 3684.257080
	Iteration 28Q: 3 clusters Score -1.041873e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76349 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -10418883.000000 Penalty: 3684.257080
	Iteration 29Q: 3 clusters Score -1.041888e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76787 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -10419039.000000 Penalty: 3684.257080
	Iteration 30Q: 3 clusters Score -1.041904e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77195 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -10419138.000000 Penalty: 3684.257080
	Iteration 31Q: 3 clusters Score -1.041914e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77533 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -10419198.000000 Penalty: 3684.257080
	Iteration 32Q: 3 clusters Score -1.04192e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77818 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -10419263.000000 Penalty: 3684.257080
	Iteration 33Q: 3 clusters Score -1.041926e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78082 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -10419267.000000 Penalty: 3684.257080
	Iteration 34Q: 3 clusters Score -1.041927e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78309 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -10419357.000000 Penalty: 3684.257080
	Iteration 35Q: 3 clusters Score -1.041936e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78536 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -10419368.000000 Penalty: 3684.257080
	Iteration 36Q: 3 clusters Score -1.041937e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78747 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -10419413.000000 Penalty: 3684.257080
	Iteration 37Q: 3 clusters Score -1.041941e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78923 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -10419448.000000 Penalty: 3684.257080
	Iteration 38Q: 3 clusters Score -1.041945e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79086 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -10419490.000000 Penalty: 3684.257080
	Iteration 39Q: 3 clusters Score -1.041949e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79225 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -10419522.000000 Penalty: 3684.257080
	Iteration 40F: 3 clusters Score -1.041952e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79373 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -10419539.000000 Penalty: 3684.257080
	Iteration 41Q: 3 clusters Score -1.041954e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79524 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -10419540.000000 Penalty: 3684.257080
	Iteration 42Q: 3 clusters Score -1.041954e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79651 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -10419565.000000 Penalty: 3684.257080
	Iteration 43Q: 3 clusters Score -1.041956e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79748 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -10419588.000000 Penalty: 3684.257080
	Iteration 44Q: 3 clusters Score -1.041959e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79820 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -10419615.000000 Penalty: 3684.257080
	Iteration 45Q: 3 clusters Score -1.041962e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79884 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -10419639.000000 Penalty: 3684.257080
	Iteration 46Q: 3 clusters Score -1.041964e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79956 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -10419631.000000 Penalty: 3684.257080
	Iteration 47Q: 3 clusters Score -1.041963e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80022 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -10419630.000000 Penalty: 3684.257080
	Iteration 48Q: 3 clusters Score -1.041963e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80098 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -10419630.000000 Penalty: 3684.257080
	Iteration 49Q: 3 clusters Score -1.041963e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80158 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -10419614.000000 Penalty: 3684.257080
	Iteration 50Q: 3 clusters Score -1.041961e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80214 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -10419638.000000 Penalty: 3684.257080
	Iteration 51Q: 3 clusters Score -1.041964e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80265 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -10419651.000000 Penalty: 3684.257080
	Iteration 52Q: 3 clusters Score -1.041965e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80317 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -10419651.000000 Penalty: 3684.257080
	Iteration 53Q: 3 clusters Score -1.041965e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80365 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -10419664.000000 Penalty: 3684.257080
	Iteration 54Q: 3 clusters Score -1.041966e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80407 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -10419680.000000 Penalty: 3684.257080
	Iteration 55Q: 3 clusters Score -1.041968e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80445 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -10419685.000000 Penalty: 3684.257080
	Iteration 56Q: 3 clusters Score -1.041968e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80480 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -10419686.000000 Penalty: 3684.257080
	Iteration 57Q: 3 clusters Score -1.041969e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80513 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -10419681.000000 Penalty: 3684.257080
	Iteration 58Q: 3 clusters Score -1.041968e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80547 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -10419682.000000 Penalty: 3684.257080
	Iteration 59Q: 3 clusters Score -1.041968e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80575 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -10419683.000000 Penalty: 3684.257080
	Iteration 60F: 3 clusters Score -1.041968e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80594 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -10419712.000000 Penalty: 3684.257080
	Iteration 61Q: 3 clusters Score -1.041971e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80610 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -10419705.000000 Penalty: 3684.257080
	Iteration 62Q: 3 clusters Score -1.04197e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80629 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -10419704.000000 Penalty: 3684.257080
	Iteration 63Q: 3 clusters Score -1.04197e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80645 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -10419713.000000 Penalty: 3684.257080
	Iteration 64Q: 3 clusters Score -1.041971e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80658 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -10419719.000000 Penalty: 3684.257080
	Iteration 65Q: 3 clusters Score -1.041972e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80669 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -10419712.000000 Penalty: 3684.257080
	Iteration 66Q: 3 clusters Score -1.041971e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80679 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -10419712.000000 Penalty: 3684.257080
	Iteration 67Q: 3 clusters Score -1.041971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80682 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -10419703.000000 Penalty: 3684.257080
	Iteration 68Q: 3 clusters Score -1.04197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80684 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -10419710.000000 Penalty: 3684.257080
	Iteration 69Q: 3 clusters Score -1.041971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80686 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -10419720.000000 Penalty: 3684.257080
	Iteration 70Q: 3 clusters Score -1.041972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80687 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -10419715.000000 Penalty: 3684.257080
	Iteration 71Q: 3 clusters Score -1.041972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80686 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -10419718.000000 Penalty: 3684.257080
	Iteration 72Q: 3 clusters Score -1.041972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80686 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -10419718.000000 Penalty: 3684.257080
	Iteration 73F: 3 clusters Score -1.041972e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Entering Unmasked Estep 
Score: -3032122.250000 Penalty: 1642.665527
	Iteration 0F: 2 clusters Score -3032122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -3015501.750000 Penalty: 3285.331055
	Iteration 0F: 3 clusters Score -3015502 nChanged 11188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -3021768.000000 Penalty: 3285.331055
	Iteration 1F: 3 clusters Score -3021768 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -3022140.250000 Penalty: 3285.331055
	Iteration 2Q: 3 clusters Score -3022140 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -3022543.250000 Penalty: 3285.331055
	Iteration 3Q: 3 clusters Score -3022543 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -3022968.750000 Penalty: 3285.331055
	Iteration 4Q: 3 clusters Score -3022969 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -3023434.000000 Penalty: 3285.331055
	Iteration 5Q: 3 clusters Score -3023434 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -3023985.500000 Penalty: 3285.331055
	Iteration 6Q: 3 clusters Score -3023986 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -3024743.500000 Penalty: 3285.331055
	Iteration 7F: 3 clusters Score -3024744 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -3025682.500000 Penalty: 3285.331055
	Iteration 8F: 3 clusters Score -3025682 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -3026706.750000 Penalty: 3285.331055
	Iteration 9F: 3 clusters Score -3026707 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -3027679.750000 Penalty: 3285.331055
	Iteration 10Q: 3 clusters Score -3027680 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -3028494.500000 Penalty: 3285.331055
	Iteration 11Q: 3 clusters Score -3028494 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -3029095.500000 Penalty: 3285.331055
	Iteration 12Q: 3 clusters Score -3029096 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -3029486.750000 Penalty: 3285.331055
	Iteration 13Q: 3 clusters Score -3029487 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -3029795.250000 Penalty: 3285.331055
	Iteration 14Q: 3 clusters Score -3029795 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -3029991.000000 Penalty: 3285.331055
	Iteration 15Q: 3 clusters Score -3029991 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -3030158.750000 Penalty: 3285.331055
	Iteration 16Q: 3 clusters Score -3030159 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -3030319.500000 Penalty: 3285.331055
	Iteration 17Q: 3 clusters Score -3030320 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -3030466.000000 Penalty: 3285.331055
	Iteration 18Q: 3 clusters Score -3030466 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -3030565.000000 Penalty: 3285.331055
	Iteration 19Q: 3 clusters Score -3030565 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -3030637.000000 Penalty: 3285.331055
	Iteration 20F: 3 clusters Score -3030637 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -3030702.750000 Penalty: 3285.331055
	Iteration 21Q: 3 clusters Score -3030703 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -3030753.250000 Penalty: 3285.331055
	Iteration 22Q: 3 clusters Score -3030753 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -3030805.750000 Penalty: 3285.331055
	Iteration 23Q: 3 clusters Score -3030806 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -3030844.500000 Penalty: 3285.331055
	Iteration 24Q: 3 clusters Score -3030844 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -3030883.750000 Penalty: 3285.331055
	Iteration 25Q: 3 clusters Score -3030884 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -3030911.000000 Penalty: 3285.331055
	Iteration 26Q: 3 clusters Score -3030911 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -3030933.500000 Penalty: 3285.331055
	Iteration 27Q: 3 clusters Score -3030934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -3030952.500000 Penalty: 3285.331055
	Iteration 28Q: 3 clusters Score -3030952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -3030968.250000 Penalty: 3285.331055
	Iteration 29Q: 3 clusters Score -3030968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -3030978.250000 Penalty: 3285.331055
	Iteration 30Q: 3 clusters Score -3030978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -3030984.250000 Penalty: 3285.331055
	Iteration 31Q: 3 clusters Score -3030984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -3030994.000000 Penalty: 3285.331055
	Iteration 32Q: 3 clusters Score -3030994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -3030999.250000 Penalty: 3285.331055
	Iteration 33Q: 3 clusters Score -3030999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -3031009.500000 Penalty: 3285.331055
	Iteration 34Q: 3 clusters Score -3031010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -3031018.500000 Penalty: 3285.331055
	Iteration 35Q: 3 clusters Score -3031018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -3031023.000000 Penalty: 3285.331055
	Iteration 36Q: 3 clusters Score -3031023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -3031019.000000 Penalty: 3285.331055
	Iteration 37Q: 3 clusters Score -3031019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -3031020.000000 Penalty: 3285.331055
	Iteration 38Q: 3 clusters Score -3031020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -3031020.000000 Penalty: 3285.331055
	Iteration 39F: 3 clusters Score -3031020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Entering Unmasked Estep 
Score: -1796033.375000 Penalty: 1555.946167
	Iteration 0F: 2 clusters Score -1796033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1785964.375000 Penalty: 3111.892334
	Iteration 0F: 3 clusters Score -1785964 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1789755.125000 Penalty: 3111.892334
	Iteration 1F: 3 clusters Score -1789755 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1790301.250000 Penalty: 3111.892334
	Iteration 2F: 3 clusters Score -1790301 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1790798.875000 Penalty: 3111.892334
	Iteration 3F: 3 clusters Score -1790799 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1791266.750000 Penalty: 3111.892334
	Iteration 4F: 3 clusters Score -1791267 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1791715.250000 Penalty: 3111.892334
	Iteration 5F: 3 clusters Score -1791715 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1792191.750000 Penalty: 3111.892334
	Iteration 6F: 3 clusters Score -1792192 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1792650.500000 Penalty: 3111.892334
	Iteration 7Q: 3 clusters Score -1792650 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1793088.625000 Penalty: 3111.892334
	Iteration 8Q: 3 clusters Score -1793089 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1793472.875000 Penalty: 3111.892334
	Iteration 9Q: 3 clusters Score -1793473 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1793801.000000 Penalty: 3111.892334
	Iteration 10Q: 3 clusters Score -1793801 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1794036.250000 Penalty: 3111.892334
	Iteration 11Q: 3 clusters Score -1794036 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1794191.500000 Penalty: 3111.892334
	Iteration 12Q: 3 clusters Score -1794192 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1794351.250000 Penalty: 3111.892334
	Iteration 13Q: 3 clusters Score -1794351 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1794469.875000 Penalty: 3111.892334
	Iteration 14Q: 3 clusters Score -1794470 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1794552.875000 Penalty: 3111.892334
	Iteration 15Q: 3 clusters Score -1794553 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1794603.375000 Penalty: 3111.892334
	Iteration 16Q: 3 clusters Score -1794603 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1794650.750000 Penalty: 3111.892334
	Iteration 17Q: 3 clusters Score -1794651 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1794686.500000 Penalty: 3111.892334
	Iteration 18Q: 3 clusters Score -1794686 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1794717.375000 Penalty: 3111.892334
	Iteration 19Q: 3 clusters Score -1794717 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1794745.625000 Penalty: 3111.892334
	Iteration 20F: 3 clusters Score -1794746 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1794769.250000 Penalty: 3111.892334
	Iteration 21Q: 3 clusters Score -1794769 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1794791.250000 Penalty: 3111.892334
	Iteration 22Q: 3 clusters Score -1794791 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1794817.375000 Penalty: 3111.892334
	Iteration 23Q: 3 clusters Score -1794817 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1794837.875000 Penalty: 3111.892334
	Iteration 24Q: 3 clusters Score -1794838 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1794856.625000 Penalty: 3111.892334
	Iteration 25Q: 3 clusters Score -1794857 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1794874.375000 Penalty: 3111.892334
	Iteration 26Q: 3 clusters Score -1794874 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1794888.750000 Penalty: 3111.892334
	Iteration 27Q: 3 clusters Score -1794889 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1794896.375000 Penalty: 3111.892334
	Iteration 28Q: 3 clusters Score -1794896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1794908.750000 Penalty: 3111.892334
	Iteration 29Q: 3 clusters Score -1794909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1794915.750000 Penalty: 3111.892334
	Iteration 30Q: 3 clusters Score -1794916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1794924.875000 Penalty: 3111.892334
	Iteration 31Q: 3 clusters Score -1794925 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1794929.750000 Penalty: 3111.892334
	Iteration 32Q: 3 clusters Score -1794930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1794936.375000 Penalty: 3111.892334
	Iteration 33Q: 3 clusters Score -1794936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1794946.625000 Penalty: 3111.892334
	Iteration 34Q: 3 clusters Score -1794947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1794949.625000 Penalty: 3111.892334
	Iteration 35Q: 3 clusters Score -1794950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1794949.875000 Penalty: 3111.892334
	Iteration 36Q: 3 clusters Score -1794950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1794951.500000 Penalty: 3111.892334
	Iteration 37Q: 3 clusters Score -1794952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1794953.000000 Penalty: 3111.892334
	Iteration 38Q: 3 clusters Score -1794953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1794954.375000 Penalty: 3111.892334
	Iteration 39Q: 3 clusters Score -1794954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1794958.000000 Penalty: 3111.892334
	Iteration 40F: 3 clusters Score -1794958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1794960.125000 Penalty: 3111.892334
	Iteration 41Q: 3 clusters Score -1794960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -1794963.750000 Penalty: 3111.892334
	Iteration 42Q: 3 clusters Score -1794964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1794966.000000 Penalty: 3111.892334
	Iteration 43Q: 3 clusters Score -1794966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1794965.750000 Penalty: 3111.892334
	Iteration 44Q: 3 clusters Score -1794966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1794968.375000 Penalty: 3111.892334
	Iteration 45Q: 3 clusters Score -1794968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1794971.250000 Penalty: 3111.892334
	Iteration 46Q: 3 clusters Score -1794971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1794975.000000 Penalty: 3111.892334
	Iteration 47Q: 3 clusters Score -1794975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1794974.125000 Penalty: 3111.892334
	Iteration 48Q: 3 clusters Score -1794974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1794977.125000 Penalty: 3111.892334
	Iteration 49Q: 3 clusters Score -1794977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1794982.625000 Penalty: 3111.892334
	Iteration 50Q: 3 clusters Score -1794983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1794982.500000 Penalty: 3111.892334
	Iteration 51Q: 3 clusters Score -1794982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1794988.750000 Penalty: 3111.892334
	Iteration 52Q: 3 clusters Score -1794989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1794990.375000 Penalty: 3111.892334
	Iteration 53Q: 3 clusters Score -1794990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1794989.000000 Penalty: 3111.892334
	Iteration 54Q: 3 clusters Score -1794989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1794993.250000 Penalty: 3111.892334
	Iteration 55Q: 3 clusters Score -1794993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1794997.375000 Penalty: 3111.892334
	Iteration 56Q: 3 clusters Score -1794997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1795000.625000 Penalty: 3111.892334
	Iteration 57Q: 3 clusters Score -1795001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1795000.250000 Penalty: 3111.892334
	Iteration 58Q: 3 clusters Score -1795000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1795000.250000 Penalty: 3111.892334
	Iteration 59Q: 3 clusters Score -1795000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1794999.500000 Penalty: 3111.892334
	Iteration 60F: 3 clusters Score -1795000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1794998.000000 Penalty: 3111.892334
	Iteration 61Q: 3 clusters Score -1794998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1795000.750000 Penalty: 3111.892334
	Iteration 62Q: 3 clusters Score -1795001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1795001.000000 Penalty: 3111.892334
	Iteration 63Q: 3 clusters Score -1795001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1795000.625000 Penalty: 3111.892334
	Iteration 64Q: 3 clusters Score -1795001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1795000.750000 Penalty: 3111.892334
	Iteration 65Q: 3 clusters Score -1795001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1794999.500000 Penalty: 3111.892334
	Iteration 66Q: 3 clusters Score -1795000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1795000.375000 Penalty: 3111.892334
	Iteration 67Q: 3 clusters Score -1795000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1795002.250000 Penalty: 3111.892334
	Iteration 68Q: 3 clusters Score -1795002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1795002.250000 Penalty: 3111.892334
	Iteration 69F: 3 clusters Score -1795002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Entering Unmasked Estep 
Score: -326722.531250 Penalty: 1291.152710
	Iteration 0F: 2 clusters Score -326722.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -324103.812500 Penalty: 2582.305420
	Iteration 0F: 3 clusters Score -324103.8 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -324715.218750 Penalty: 2582.305420
	Iteration 1F: 3 clusters Score -324715.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -324859.781250 Penalty: 2582.305420
	Iteration 2F: 3 clusters Score -324859.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -324955.406250 Penalty: 2582.305420
	Iteration 3F: 3 clusters Score -324955.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -325027.031250 Penalty: 2582.305420
	Iteration 4Q: 3 clusters Score -325027 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -325071.156250 Penalty: 2582.305420
	Iteration 5Q: 3 clusters Score -325071.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -325106.437500 Penalty: 2582.305420
	Iteration 6Q: 3 clusters Score -325106.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -325145.156250 Penalty: 2582.305420
	Iteration 7Q: 3 clusters Score -325145.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -325183.781250 Penalty: 2582.305420
	Iteration 8Q: 3 clusters Score -325183.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -325210.187500 Penalty: 2582.305420
	Iteration 9Q: 3 clusters Score -325210.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -325231.187500 Penalty: 2582.305420
	Iteration 10Q: 3 clusters Score -325231.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -325247.500000 Penalty: 2582.305420
	Iteration 11Q: 3 clusters Score -325247.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -325260.625000 Penalty: 2582.305420
	Iteration 12Q: 3 clusters Score -325260.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -325273.593750 Penalty: 2582.305420
	Iteration 13Q: 3 clusters Score -325273.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -325283.875000 Penalty: 2582.305420
	Iteration 14Q: 3 clusters Score -325283.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -325293.750000 Penalty: 2582.305420
	Iteration 15Q: 3 clusters Score -325293.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -325306.375000 Penalty: 2582.305420
	Iteration 16Q: 3 clusters Score -325306.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -325327.875000 Penalty: 2582.305420
	Iteration 17Q: 3 clusters Score -325327.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -325352.562500 Penalty: 2582.305420
	Iteration 18Q: 3 clusters Score -325352.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -325376.750000 Penalty: 2582.305420
	Iteration 19Q: 3 clusters Score -325376.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -325407.343750 Penalty: 2582.305420
	Iteration 20F: 3 clusters Score -325407.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -325459.781250 Penalty: 2582.305420
	Iteration 21Q: 3 clusters Score -325459.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -325532.906250 Penalty: 2582.305420
	Iteration 22Q: 3 clusters Score -325532.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -325596.562500 Penalty: 2582.305420
	Iteration 23Q: 3 clusters Score -325596.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -325650.031250 Penalty: 2582.305420
	Iteration 24Q: 3 clusters Score -325650 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -325692.593750 Penalty: 2582.305420
	Iteration 25Q: 3 clusters Score -325692.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -325719.625000 Penalty: 2582.305420
	Iteration 26Q: 3 clusters Score -325719.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -325752.593750 Penalty: 2582.305420
	Iteration 27Q: 3 clusters Score -325752.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -325779.687500 Penalty: 2582.305420
	Iteration 28Q: 3 clusters Score -325779.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -325796.062500 Penalty: 2582.305420
	Iteration 29Q: 3 clusters Score -325796.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -325807.968750 Penalty: 2582.305420
	Iteration 30Q: 3 clusters Score -325808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -325820.281250 Penalty: 2582.305420
	Iteration 31Q: 3 clusters Score -325820.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -325828.656250 Penalty: 2582.305420
	Iteration 32Q: 3 clusters Score -325828.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -325834.000000 Penalty: 2582.305420
	Iteration 33Q: 3 clusters Score -325834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -325841.218750 Penalty: 2582.305420
	Iteration 34Q: 3 clusters Score -325841.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -325852.500000 Penalty: 2582.305420
	Iteration 35Q: 3 clusters Score -325852.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -325861.437500 Penalty: 2582.305420
	Iteration 36Q: 3 clusters Score -325861.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -325873.437500 Penalty: 2582.305420
	Iteration 37Q: 3 clusters Score -325873.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -325879.281250 Penalty: 2582.305420
	Iteration 38Q: 3 clusters Score -325879.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -325883.062500 Penalty: 2582.305420
	Iteration 39Q: 3 clusters Score -325883.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -325886.156250 Penalty: 2582.305420
	Iteration 40F: 3 clusters Score -325886.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -325888.687500 Penalty: 2582.305420
	Iteration 41Q: 3 clusters Score -325888.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -325891.000000 Penalty: 2582.305420
	Iteration 42Q: 3 clusters Score -325891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -325892.687500 Penalty: 2582.305420
	Iteration 43Q: 3 clusters Score -325892.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -325895.593750 Penalty: 2582.305420
	Iteration 44Q: 3 clusters Score -325895.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -325897.843750 Penalty: 2582.305420
	Iteration 45Q: 3 clusters Score -325897.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -325899.375000 Penalty: 2582.305420
	Iteration 46Q: 3 clusters Score -325899.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -325903.250000 Penalty: 2582.305420
	Iteration 47Q: 3 clusters Score -325903.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -325905.812500 Penalty: 2582.305420
	Iteration 48Q: 3 clusters Score -325905.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -325907.843750 Penalty: 2582.305420
	Iteration 49Q: 3 clusters Score -325907.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -325909.781250 Penalty: 2582.305420
	Iteration 50Q: 3 clusters Score -325909.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -325911.593750 Penalty: 2582.305420
	Iteration 51Q: 3 clusters Score -325911.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -325913.312500 Penalty: 2582.305420
	Iteration 52Q: 3 clusters Score -325913.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -325915.031250 Penalty: 2582.305420
	Iteration 53Q: 3 clusters Score -325915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -325916.968750 Penalty: 2582.305420
	Iteration 54Q: 3 clusters Score -325917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -325918.906250 Penalty: 2582.305420
	Iteration 55Q: 3 clusters Score -325918.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -325920.625000 Penalty: 2582.305420
	Iteration 56Q: 3 clusters Score -325920.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -325921.281250 Penalty: 2582.305420
	Iteration 57Q: 3 clusters Score -325921.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -325921.281250 Penalty: 2582.305420
	Iteration 58F: 3 clusters Score -325921.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Entering Unmasked Estep 
Score: -45139.976562 Penalty: 978.810242
	Iteration 0F: 2 clusters Score -45139.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44132.718750 Penalty: 1957.620483
	Iteration 0F: 3 clusters Score -44132.72 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -44280.808594 Penalty: 1957.620483
	Iteration 1F: 3 clusters Score -44280.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -44344.812500 Penalty: 1957.620483
	Iteration 2F: 3 clusters Score -44344.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -44369.351562 Penalty: 1957.620483
	Iteration 3Q: 3 clusters Score -44369.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -44372.308594 Penalty: 1957.620483
	Iteration 4Q: 3 clusters Score -44372.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -44373.183594 Penalty: 1957.620483
	Iteration 5Q: 3 clusters Score -44373.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -44373.183594 Penalty: 1957.620483
	Iteration 6F: 3 clusters Score -44373.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Entering Unmasked Estep 
Score: -905616.062500 Penalty: 1446.405640
	Iteration 0F: 2 clusters Score -905616.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -900139.125000 Penalty: 2892.811279
	Iteration 0F: 3 clusters Score -900139.1 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -901781.875000 Penalty: 2892.811279
	Iteration 1F: 3 clusters Score -901781.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -902027.000000 Penalty: 2892.811279
	Iteration 2F: 3 clusters Score -902027 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -902240.562500 Penalty: 2892.811279
	Iteration 3F: 3 clusters Score -902240.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -902403.250000 Penalty: 2892.811279
	Iteration 4Q: 3 clusters Score -902403.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -902510.250000 Penalty: 2892.811279
	Iteration 5Q: 3 clusters Score -902510.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -902574.937500 Penalty: 2892.811279
	Iteration 6Q: 3 clusters Score -902574.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -902625.812500 Penalty: 2892.811279
	Iteration 7Q: 3 clusters Score -902625.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -902668.125000 Penalty: 2892.811279
	Iteration 8Q: 3 clusters Score -902668.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -902700.375000 Penalty: 2892.811279
	Iteration 9Q: 3 clusters Score -902700.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -902727.687500 Penalty: 2892.811279
	Iteration 10Q: 3 clusters Score -902727.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -902757.250000 Penalty: 2892.811279
	Iteration 11Q: 3 clusters Score -902757.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -902790.562500 Penalty: 2892.811279
	Iteration 12Q: 3 clusters Score -902790.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -902828.562500 Penalty: 2892.811279
	Iteration 13Q: 3 clusters Score -902828.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -902872.437500 Penalty: 2892.811279
	Iteration 14Q: 3 clusters Score -902872.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -902932.687500 Penalty: 2892.811279
	Iteration 15Q: 3 clusters Score -902932.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -903009.812500 Penalty: 2892.811279
	Iteration 16Q: 3 clusters Score -903009.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -903090.937500 Penalty: 2892.811279
	Iteration 17Q: 3 clusters Score -903090.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -903192.312500 Penalty: 2892.811279
	Iteration 18Q: 3 clusters Score -903192.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -903292.625000 Penalty: 2892.811279
	Iteration 19Q: 3 clusters Score -903292.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -903385.687500 Penalty: 2892.811279
	Iteration 20F: 3 clusters Score -903385.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -903485.750000 Penalty: 2892.811279
	Iteration 21Q: 3 clusters Score -903485.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -903569.437500 Penalty: 2892.811279
	Iteration 22Q: 3 clusters Score -903569.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -903656.562500 Penalty: 2892.811279
	Iteration 23Q: 3 clusters Score -903656.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -903731.250000 Penalty: 2892.811279
	Iteration 24Q: 3 clusters Score -903731.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -903792.437500 Penalty: 2892.811279
	Iteration 25Q: 3 clusters Score -903792.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -903854.937500 Penalty: 2892.811279
	Iteration 26Q: 3 clusters Score -903854.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -903906.687500 Penalty: 2892.811279
	Iteration 27Q: 3 clusters Score -903906.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -903965.750000 Penalty: 2892.811279
	Iteration 28Q: 3 clusters Score -903965.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -904016.437500 Penalty: 2892.811279
	Iteration 29Q: 3 clusters Score -904016.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -904060.437500 Penalty: 2892.811279
	Iteration 30Q: 3 clusters Score -904060.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -904106.937500 Penalty: 2892.811279
	Iteration 31Q: 3 clusters Score -904106.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -904152.812500 Penalty: 2892.811279
	Iteration 32Q: 3 clusters Score -904152.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -904222.937500 Penalty: 2892.811279
	Iteration 33Q: 3 clusters Score -904222.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -904274.500000 Penalty: 2892.811279
	Iteration 34Q: 3 clusters Score -904274.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -904306.875000 Penalty: 2892.811279
	Iteration 35Q: 3 clusters Score -904306.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -904332.625000 Penalty: 2892.811279
	Iteration 36Q: 3 clusters Score -904332.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -904352.562500 Penalty: 2892.811279
	Iteration 37Q: 3 clusters Score -904352.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -904369.000000 Penalty: 2892.811279
	Iteration 38Q: 3 clusters Score -904369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -904377.937500 Penalty: 2892.811279
	Iteration 39Q: 3 clusters Score -904377.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -904381.125000 Penalty: 2892.811279
	Iteration 40F: 3 clusters Score -904381.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -904386.687500 Penalty: 2892.811279
	Iteration 41Q: 3 clusters Score -904386.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -904393.000000 Penalty: 2892.811279
	Iteration 42Q: 3 clusters Score -904393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -904403.250000 Penalty: 2892.811279
	Iteration 43Q: 3 clusters Score -904403.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -904409.062500 Penalty: 2892.811279
	Iteration 44Q: 3 clusters Score -904409.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -904412.312500 Penalty: 2892.811279
	Iteration 45Q: 3 clusters Score -904412.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -904419.187500 Penalty: 2892.811279
	Iteration 46Q: 3 clusters Score -904419.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -904427.125000 Penalty: 2892.811279
	Iteration 47Q: 3 clusters Score -904427.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -904433.500000 Penalty: 2892.811279
	Iteration 48Q: 3 clusters Score -904433.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -904440.562500 Penalty: 2892.811279
	Iteration 49Q: 3 clusters Score -904440.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -904440.625000 Penalty: 2892.811279
	Iteration 50Q: 3 clusters Score -904440.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -904443.562500 Penalty: 2892.811279
	Iteration 51Q: 3 clusters Score -904443.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -904447.687500 Penalty: 2892.811279
	Iteration 52Q: 3 clusters Score -904447.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -904454.312500 Penalty: 2892.811279
	Iteration 53Q: 3 clusters Score -904454.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -904458.812500 Penalty: 2892.811279
	Iteration 54Q: 3 clusters Score -904458.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -904464.625000 Penalty: 2892.811279
	Iteration 55Q: 3 clusters Score -904464.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -904467.812500 Penalty: 2892.811279
	Iteration 56Q: 3 clusters Score -904467.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -904471.562500 Penalty: 2892.811279
	Iteration 57Q: 3 clusters Score -904471.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -904473.500000 Penalty: 2892.811279
	Iteration 58Q: 3 clusters Score -904473.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -904477.062500 Penalty: 2892.811279
	Iteration 59Q: 3 clusters Score -904477.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -904477.312500 Penalty: 2892.811279
	Iteration 60F: 3 clusters Score -904477.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -904477.312500 Penalty: 2892.811279
	Iteration 61Q: 3 clusters Score -904477.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -904478.500000 Penalty: 2892.811279
	Iteration 62Q: 3 clusters Score -904478.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -904478.687500 Penalty: 2892.811279
	Iteration 63Q: 3 clusters Score -904478.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -904478.687500 Penalty: 2892.811279
	Iteration 64F: 3 clusters Score -904478.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -27705.537109 Penalty: 950.982910
	Iteration 0F: 2 clusters Score -27705.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26847.863281 Penalty: 1901.965820
	Iteration 0F: 3 clusters Score -26847.86 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -27257.777344 Penalty: 1901.965820
	Iteration 1F: 3 clusters Score -27257.78 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -27487.761719 Penalty: 1901.965820
	Iteration 2F: 3 clusters Score -27487.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27581.013672 Penalty: 1901.965820
	Iteration 3F: 3 clusters Score -27581.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27628.179688 Penalty: 1901.965820
	Iteration 4Q: 3 clusters Score -27628.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27684.763672 Penalty: 1901.965820
	Iteration 5Q: 3 clusters Score -27684.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -27704.732422 Penalty: 1901.965820
	Iteration 6Q: 3 clusters Score -27704.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27708.935547 Penalty: 1901.965820
	Iteration 7Q: 3 clusters Score -27708.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27708.935547 Penalty: 1901.965820
	Iteration 8F: 3 clusters Score -27708.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 107271 members 
Mstep: Class 2 contains 11710 members 
Mstep: Class 3 contains 6945 members 
Mstep: Class 4 contains 124461 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1507 members 
Mstep: Class 7 contains 6827 members 
Mstep: Class 8 contains 9740 members 
Mstep: Class 9 contains 62080 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 105070 members 
Mstep: Class 12 contains 101139 members 
Mstep: Class 13 contains 103896 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3207 members 
Mstep: Class 16 contains 83799 members 
Mstep: Class 17 contains 24556 members 
Mstep: Class 18 contains 14401 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 170 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4744 members 
Mstep: Class 26 contains 21283 members 
Mstep: Class 27 contains 6659 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9458 members 
Mstep: Class 30 contains 33907 members 
Mstep: Class 31 contains 26828 members 
Mstep: Class 32 contains 1969 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3012 members 
Mstep: Class 35 contains 17702 members 
Mstep: Class 36 contains 6482 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1112 members 
Mstep: Class 41 contains 178 members 
Entering Unmasked Estep 
Score: -111775408.000000 Penalty: 91479.007812
Splitting cluster 22 changes total score from -111776616.000000 to -111775408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -64996.972656 Penalty: 1032.585205
	Iteration 0F: 2 clusters Score -64996.97 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 310 members 
Entering Unmasked Estep 
Score: -63961.046875 Penalty: 2065.170410
	Iteration 0F: 3 clusters Score -63961.05 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -64456.949219 Penalty: 2065.170410
	Iteration 1F: 3 clusters Score -64456.95 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -64817.402344 Penalty: 2065.170410
	Iteration 2F: 3 clusters Score -64817.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -64989.417969 Penalty: 2065.170410
	Iteration 3F: 3 clusters Score -64989.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -65040.953125 Penalty: 2065.170410
	Iteration 4Q: 3 clusters Score -65040.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -65073.074219 Penalty: 2065.170410
	Iteration 5Q: 3 clusters Score -65073.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -65094.359375 Penalty: 2065.170410
	Iteration 6Q: 3 clusters Score -65094.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -65100.511719 Penalty: 2065.170410
	Iteration 7Q: 3 clusters Score -65100.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -65101.402344 Penalty: 2065.170410
	Iteration 8Q: 3 clusters Score -65101.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -65101.402344 Penalty: 2065.170410
	Iteration 9F: 3 clusters Score -65101.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 107271 members 
Mstep: Class 2 contains 11710 members 
Mstep: Class 3 contains 6945 members 
Mstep: Class 4 contains 124461 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1507 members 
Mstep: Class 7 contains 6827 members 
Mstep: Class 8 contains 9740 members 
Mstep: Class 9 contains 62080 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 105070 members 
Mstep: Class 12 contains 101139 members 
Mstep: Class 13 contains 103896 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3207 members 
Mstep: Class 16 contains 83799 members 
Mstep: Class 17 contains 24556 members 
Mstep: Class 18 contains 14401 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 200 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4744 members 
Mstep: Class 26 contains 21283 members 
Mstep: Class 27 contains 6659 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9458 members 
Mstep: Class 30 contains 33907 members 
Mstep: Class 31 contains 26828 members 
Mstep: Class 32 contains 1969 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3012 members 
Mstep: Class 35 contains 17702 members 
Mstep: Class 36 contains 6482 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1112 members 
Mstep: Class 41 contains 375 members 
Entering Unmasked Estep 
Score: -111775664.000000 Penalty: 91479.007812
Splitting cluster 23 changes total score from -111776616.000000 to -111775664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -89435.851562 Penalty: 1078.127930
	Iteration 0F: 2 clusters Score -89435.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -88146.609375 Penalty: 2156.255859
	Iteration 0F: 3 clusters Score -88146.61 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -88356.875000 Penalty: 2156.255859
	Iteration 1F: 3 clusters Score -88356.88 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -88413.976562 Penalty: 2156.255859
	Iteration 2F: 3 clusters Score -88413.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -88452.070312 Penalty: 2156.255859
	Iteration 3Q: 3 clusters Score -88452.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -88477.648438 Penalty: 2156.255859
	Iteration 4Q: 3 clusters Score -88477.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -88499.929688 Penalty: 2156.255859
	Iteration 5Q: 3 clusters Score -88499.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -88524.726562 Penalty: 2156.255859
	Iteration 6Q: 3 clusters Score -88524.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -88539.078125 Penalty: 2156.255859
	Iteration 7Q: 3 clusters Score -88539.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -88549.343750 Penalty: 2156.255859
	Iteration 8Q: 3 clusters Score -88549.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -88557.218750 Penalty: 2156.255859
	Iteration 9Q: 3 clusters Score -88557.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -88568.531250 Penalty: 2156.255859
	Iteration 10Q: 3 clusters Score -88568.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -88574.515625 Penalty: 2156.255859
	Iteration 11Q: 3 clusters Score -88574.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -88579.312500 Penalty: 2156.255859
	Iteration 12Q: 3 clusters Score -88579.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -88582.242188 Penalty: 2156.255859
	Iteration 13Q: 3 clusters Score -88582.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -88586.820312 Penalty: 2156.255859
	Iteration 14Q: 3 clusters Score -88586.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -88590.765625 Penalty: 2156.255859
	Iteration 15Q: 3 clusters Score -88590.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -88593.023438 Penalty: 2156.255859
	Iteration 16Q: 3 clusters Score -88593.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -88595.710938 Penalty: 2156.255859
	Iteration 17Q: 3 clusters Score -88595.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -88596.585938 Penalty: 2156.255859
	Iteration 18Q: 3 clusters Score -88596.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -88596.585938 Penalty: 2156.255859
	Iteration 19F: 3 clusters Score -88596.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Entering Unmasked Estep 
Score: -591685.187500 Penalty: 1375.503296
	Iteration 0F: 2 clusters Score -591685.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -587864.687500 Penalty: 2751.006592
	Iteration 0F: 3 clusters Score -587864.7 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -588961.000000 Penalty: 2751.006592
	Iteration 1F: 3 clusters Score -588961 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -589188.125000 Penalty: 2751.006592
	Iteration 2F: 3 clusters Score -589188.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -589337.250000 Penalty: 2751.006592
	Iteration 3F: 3 clusters Score -589337.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -589445.937500 Penalty: 2751.006592
	Iteration 4Q: 3 clusters Score -589445.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -589543.500000 Penalty: 2751.006592
	Iteration 5Q: 3 clusters Score -589543.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -589631.375000 Penalty: 2751.006592
	Iteration 6Q: 3 clusters Score -589631.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -589711.125000 Penalty: 2751.006592
	Iteration 7Q: 3 clusters Score -589711.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -589801.062500 Penalty: 2751.006592
	Iteration 8Q: 3 clusters Score -589801.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -589881.750000 Penalty: 2751.006592
	Iteration 9Q: 3 clusters Score -589881.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -589944.375000 Penalty: 2751.006592
	Iteration 10Q: 3 clusters Score -589944.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -590006.625000 Penalty: 2751.006592
	Iteration 11Q: 3 clusters Score -590006.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -590054.000000 Penalty: 2751.006592
	Iteration 12Q: 3 clusters Score -590054 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -590110.375000 Penalty: 2751.006592
	Iteration 13Q: 3 clusters Score -590110.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -590183.187500 Penalty: 2751.006592
	Iteration 14Q: 3 clusters Score -590183.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -590257.562500 Penalty: 2751.006592
	Iteration 15Q: 3 clusters Score -590257.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -590316.125000 Penalty: 2751.006592
	Iteration 16Q: 3 clusters Score -590316.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -590352.500000 Penalty: 2751.006592
	Iteration 17Q: 3 clusters Score -590352.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -590383.750000 Penalty: 2751.006592
	Iteration 18Q: 3 clusters Score -590383.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -590405.312500 Penalty: 2751.006592
	Iteration 19Q: 3 clusters Score -590405.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -590418.062500 Penalty: 2751.006592
	Iteration 20F: 3 clusters Score -590418.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -590429.375000 Penalty: 2751.006592
	Iteration 21Q: 3 clusters Score -590429.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -590444.125000 Penalty: 2751.006592
	Iteration 22Q: 3 clusters Score -590444.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -590455.937500 Penalty: 2751.006592
	Iteration 23Q: 3 clusters Score -590455.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -590463.750000 Penalty: 2751.006592
	Iteration 24Q: 3 clusters Score -590463.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -590472.437500 Penalty: 2751.006592
	Iteration 25Q: 3 clusters Score -590472.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -590482.875000 Penalty: 2751.006592
	Iteration 26Q: 3 clusters Score -590482.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -590485.062500 Penalty: 2751.006592
	Iteration 27Q: 3 clusters Score -590485.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -590488.687500 Penalty: 2751.006592
	Iteration 28Q: 3 clusters Score -590488.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -590491.062500 Penalty: 2751.006592
	Iteration 29Q: 3 clusters Score -590491.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -590491.875000 Penalty: 2751.006592
	Iteration 30Q: 3 clusters Score -590491.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -590492.750000 Penalty: 2751.006592
	Iteration 31Q: 3 clusters Score -590492.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -590493.937500 Penalty: 2751.006592
	Iteration 32Q: 3 clusters Score -590493.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -590495.562500 Penalty: 2751.006592
	Iteration 33Q: 3 clusters Score -590495.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -590495.562500 Penalty: 2751.006592
	Iteration 34F: 3 clusters Score -590495.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Entering Unmasked Estep 
Score: -2643233.500000 Penalty: 1619.420410
	Iteration 0F: 2 clusters Score -2643234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2628731.000000 Penalty: 3238.840820
	Iteration 0F: 3 clusters Score -2628731 nChanged 9686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2634256.750000 Penalty: 3238.840820
	Iteration 1F: 3 clusters Score -2634257 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2634740.250000 Penalty: 3238.840820
	Iteration 2F: 3 clusters Score -2634740 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2635198.500000 Penalty: 3238.840820
	Iteration 3Q: 3 clusters Score -2635198 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2635725.500000 Penalty: 3238.840820
	Iteration 4F: 3 clusters Score -2635726 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2636312.000000 Penalty: 3238.840820
	Iteration 5Q: 3 clusters Score -2636312 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -2636923.000000 Penalty: 3238.840820
	Iteration 6Q: 3 clusters Score -2636923 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2637670.500000 Penalty: 3238.840820
	Iteration 7F: 3 clusters Score -2637670 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -2638497.250000 Penalty: 3238.840820
	Iteration 8F: 3 clusters Score -2638497 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -2639384.750000 Penalty: 3238.840820
	Iteration 9Q: 3 clusters Score -2639385 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -2640046.000000 Penalty: 3238.840820
	Iteration 10Q: 3 clusters Score -2640046 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2640517.750000 Penalty: 3238.840820
	Iteration 11Q: 3 clusters Score -2640518 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2640836.750000 Penalty: 3238.840820
	Iteration 12Q: 3 clusters Score -2640837 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2641092.500000 Penalty: 3238.840820
	Iteration 13Q: 3 clusters Score -2641092 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2641264.750000 Penalty: 3238.840820
	Iteration 14Q: 3 clusters Score -2641265 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -2641366.250000 Penalty: 3238.840820
	Iteration 15Q: 3 clusters Score -2641366 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2641464.250000 Penalty: 3238.840820
	Iteration 16Q: 3 clusters Score -2641464 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -2641548.000000 Penalty: 3238.840820
	Iteration 17Q: 3 clusters Score -2641548 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -2641610.000000 Penalty: 3238.840820
	Iteration 18Q: 3 clusters Score -2641610 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2641665.250000 Penalty: 3238.840820
	Iteration 19Q: 3 clusters Score -2641665 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -2641707.000000 Penalty: 3238.840820
	Iteration 20F: 3 clusters Score -2641707 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -2641739.000000 Penalty: 3238.840820
	Iteration 21Q: 3 clusters Score -2641739 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2641769.500000 Penalty: 3238.840820
	Iteration 22Q: 3 clusters Score -2641770 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -2641783.250000 Penalty: 3238.840820
	Iteration 23Q: 3 clusters Score -2641783 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -2641805.750000 Penalty: 3238.840820
	Iteration 24Q: 3 clusters Score -2641806 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -2641824.000000 Penalty: 3238.840820
	Iteration 25Q: 3 clusters Score -2641824 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -2641833.000000 Penalty: 3238.840820
	Iteration 26Q: 3 clusters Score -2641833 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -2641837.250000 Penalty: 3238.840820
	Iteration 27Q: 3 clusters Score -2641837 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2641853.500000 Penalty: 3238.840820
	Iteration 28Q: 3 clusters Score -2641854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -2641861.750000 Penalty: 3238.840820
	Iteration 29Q: 3 clusters Score -2641862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -2641865.000000 Penalty: 3238.840820
	Iteration 30Q: 3 clusters Score -2641865 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -2641868.750000 Penalty: 3238.840820
	Iteration 31Q: 3 clusters Score -2641869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2641871.500000 Penalty: 3238.840820
	Iteration 32Q: 3 clusters Score -2641872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -2641876.250000 Penalty: 3238.840820
	Iteration 33Q: 3 clusters Score -2641876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -2641879.000000 Penalty: 3238.840820
	Iteration 34Q: 3 clusters Score -2641879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2641876.000000 Penalty: 3238.840820
	Iteration 35Q: 3 clusters Score -2641876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -2641879.750000 Penalty: 3238.840820
	Iteration 36Q: 3 clusters Score -2641880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -2641882.000000 Penalty: 3238.840820
	Iteration 37Q: 3 clusters Score -2641882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -2641881.000000 Penalty: 3238.840820
	Iteration 38Q: 3 clusters Score -2641881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -2641882.250000 Penalty: 3238.840820
	Iteration 39Q: 3 clusters Score -2641882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -2641883.750000 Penalty: 3238.840820
	Iteration 40F: 3 clusters Score -2641884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -2641883.750000 Penalty: 3238.840820
	Iteration 41Q: 3 clusters Score -2641884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -2641880.750000 Penalty: 3238.840820
	Iteration 42Q: 3 clusters Score -2641881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -2641881.750000 Penalty: 3238.840820
	Iteration 43Q: 3 clusters Score -2641882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -2641881.750000 Penalty: 3238.840820
	Iteration 44F: 3 clusters Score -2641882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Entering Unmasked Estep 
Score: -785333.125000 Penalty: 1430.605225
	Iteration 0F: 2 clusters Score -785333.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -780375.687500 Penalty: 2861.210449
	Iteration 0F: 3 clusters Score -780375.7 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -782013.562500 Penalty: 2861.210449
	Iteration 1F: 3 clusters Score -782013.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -782349.750000 Penalty: 2861.210449
	Iteration 2F: 3 clusters Score -782349.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -782657.375000 Penalty: 2861.210449
	Iteration 3F: 3 clusters Score -782657.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -782994.250000 Penalty: 2861.210449
	Iteration 4F: 3 clusters Score -782994.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -783321.875000 Penalty: 2861.210449
	Iteration 5F: 3 clusters Score -783321.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -783644.750000 Penalty: 2861.210449
	Iteration 6F: 3 clusters Score -783644.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -783876.875000 Penalty: 2861.210449
	Iteration 7Q: 3 clusters Score -783876.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -784068.812500 Penalty: 2861.210449
	Iteration 8Q: 3 clusters Score -784068.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -784208.250000 Penalty: 2861.210449
	Iteration 9Q: 3 clusters Score -784208.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -784312.937500 Penalty: 2861.210449
	Iteration 10Q: 3 clusters Score -784312.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -784392.750000 Penalty: 2861.210449
	Iteration 11Q: 3 clusters Score -784392.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -784444.750000 Penalty: 2861.210449
	Iteration 12Q: 3 clusters Score -784444.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -784477.562500 Penalty: 2861.210449
	Iteration 13Q: 3 clusters Score -784477.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -784500.937500 Penalty: 2861.210449
	Iteration 14Q: 3 clusters Score -784500.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -784519.062500 Penalty: 2861.210449
	Iteration 15Q: 3 clusters Score -784519.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -784536.125000 Penalty: 2861.210449
	Iteration 16Q: 3 clusters Score -784536.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -784545.625000 Penalty: 2861.210449
	Iteration 17Q: 3 clusters Score -784545.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -784555.500000 Penalty: 2861.210449
	Iteration 18Q: 3 clusters Score -784555.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -784565.312500 Penalty: 2861.210449
	Iteration 19Q: 3 clusters Score -784565.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -784574.437500 Penalty: 2861.210449
	Iteration 20F: 3 clusters Score -784574.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -784581.750000 Penalty: 2861.210449
	Iteration 21Q: 3 clusters Score -784581.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -784589.375000 Penalty: 2861.210449
	Iteration 22Q: 3 clusters Score -784589.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -784594.062500 Penalty: 2861.210449
	Iteration 23Q: 3 clusters Score -784594.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -784601.500000 Penalty: 2861.210449
	Iteration 24Q: 3 clusters Score -784601.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -784611.625000 Penalty: 2861.210449
	Iteration 25Q: 3 clusters Score -784611.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -784618.937500 Penalty: 2861.210449
	Iteration 26Q: 3 clusters Score -784618.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -784622.125000 Penalty: 2861.210449
	Iteration 27Q: 3 clusters Score -784622.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -784627.125000 Penalty: 2861.210449
	Iteration 28Q: 3 clusters Score -784627.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -784632.687500 Penalty: 2861.210449
	Iteration 29Q: 3 clusters Score -784632.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -784645.750000 Penalty: 2861.210449
	Iteration 30Q: 3 clusters Score -784645.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -784656.250000 Penalty: 2861.210449
	Iteration 31Q: 3 clusters Score -784656.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -784676.125000 Penalty: 2861.210449
	Iteration 32Q: 3 clusters Score -784676.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -784696.937500 Penalty: 2861.210449
	Iteration 33Q: 3 clusters Score -784696.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -784729.312500 Penalty: 2861.210449
	Iteration 34Q: 3 clusters Score -784729.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -784766.687500 Penalty: 2861.210449
	Iteration 35Q: 3 clusters Score -784766.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -784831.375000 Penalty: 2861.210449
	Iteration 36Q: 3 clusters Score -784831.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -784888.062500 Penalty: 2861.210449
	Iteration 37Q: 3 clusters Score -784888.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -784923.000000 Penalty: 2861.210449
	Iteration 38Q: 3 clusters Score -784923 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -784943.000000 Penalty: 2861.210449
	Iteration 39Q: 3 clusters Score -784943 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -784960.625000 Penalty: 2861.210449
	Iteration 40F: 3 clusters Score -784960.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -784972.250000 Penalty: 2861.210449
	Iteration 41Q: 3 clusters Score -784972.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -784980.187500 Penalty: 2861.210449
	Iteration 42Q: 3 clusters Score -784980.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -784987.875000 Penalty: 2861.210449
	Iteration 43Q: 3 clusters Score -784987.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -784989.812500 Penalty: 2861.210449
	Iteration 44Q: 3 clusters Score -784989.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -784991.687500 Penalty: 2861.210449
	Iteration 45Q: 3 clusters Score -784991.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -784993.250000 Penalty: 2861.210449
	Iteration 46Q: 3 clusters Score -784993.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -784994.812500 Penalty: 2861.210449
	Iteration 47Q: 3 clusters Score -784994.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -784996.125000 Penalty: 2861.210449
	Iteration 48Q: 3 clusters Score -784996.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -784998.437500 Penalty: 2861.210449
	Iteration 49Q: 3 clusters Score -784998.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -784999.000000 Penalty: 2861.210449
	Iteration 50Q: 3 clusters Score -784999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -784997.625000 Penalty: 2861.210449
	Iteration 51Q: 3 clusters Score -784997.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -784998.500000 Penalty: 2861.210449
	Iteration 52Q: 3 clusters Score -784998.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -784998.500000 Penalty: 2861.210449
	Iteration 53F: 3 clusters Score -784998.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -30122.925781 Penalty: 958.287476
	Iteration 0F: 2 clusters Score -30122.93 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 187 members 
Entering Unmasked Estep 
Score: -29333.546875 Penalty: 1916.574951
	Iteration 0F: 3 clusters Score -29333.55 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29623.218750 Penalty: 1916.574951
	Iteration 1F: 3 clusters Score -29623.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29697.736328 Penalty: 1916.574951
	Iteration 2F: 3 clusters Score -29697.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29751.199219 Penalty: 1916.574951
	Iteration 3Q: 3 clusters Score -29751.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29816.966797 Penalty: 1916.574951
	Iteration 4Q: 3 clusters Score -29816.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29842.152344 Penalty: 1916.574951
	Iteration 5Q: 3 clusters Score -29842.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29849.039062 Penalty: 1916.574951
	Iteration 6Q: 3 clusters Score -29849.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29864.894531 Penalty: 1916.574951
	Iteration 7Q: 3 clusters Score -29864.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29866.824219 Penalty: 1916.574951
	Iteration 8Q: 3 clusters Score -29866.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29866.824219 Penalty: 1916.574951
	Iteration 9F: 3 clusters Score -29866.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Entering Unmasked Estep 
Score: -1179892.875000 Penalty: 1487.625122
	Iteration 0F: 2 clusters Score -1179893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1173061.125000 Penalty: 2975.250244
	Iteration 0F: 3 clusters Score -1173061 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1175401.875000 Penalty: 2975.250244
	Iteration 1F: 3 clusters Score -1175402 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1175680.250000 Penalty: 2975.250244
	Iteration 2F: 3 clusters Score -1175680 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1175928.750000 Penalty: 2975.250244
	Iteration 3F: 3 clusters Score -1175929 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1176146.125000 Penalty: 2975.250244
	Iteration 4Q: 3 clusters Score -1176146 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1176431.500000 Penalty: 2975.250244
	Iteration 5Q: 3 clusters Score -1176432 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1176810.000000 Penalty: 2975.250244
	Iteration 6F: 3 clusters Score -1176810 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1177303.375000 Penalty: 2975.250244
	Iteration 7F: 3 clusters Score -1177303 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1177878.500000 Penalty: 2975.250244
	Iteration 8F: 3 clusters Score -1177878 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1178339.625000 Penalty: 2975.250244
	Iteration 9F: 3 clusters Score -1178340 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1178610.625000 Penalty: 2975.250244
	Iteration 10Q: 3 clusters Score -1178611 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1178804.625000 Penalty: 2975.250244
	Iteration 11Q: 3 clusters Score -1178805 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1178908.250000 Penalty: 2975.250244
	Iteration 12Q: 3 clusters Score -1178908 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1178953.875000 Penalty: 2975.250244
	Iteration 13Q: 3 clusters Score -1178954 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1178990.500000 Penalty: 2975.250244
	Iteration 14Q: 3 clusters Score -1178990 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1179017.375000 Penalty: 2975.250244
	Iteration 15Q: 3 clusters Score -1179017 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1179037.250000 Penalty: 2975.250244
	Iteration 16Q: 3 clusters Score -1179037 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1179056.125000 Penalty: 2975.250244
	Iteration 17Q: 3 clusters Score -1179056 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1179063.250000 Penalty: 2975.250244
	Iteration 18Q: 3 clusters Score -1179063 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1179076.875000 Penalty: 2975.250244
	Iteration 19Q: 3 clusters Score -1179077 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1179084.625000 Penalty: 2975.250244
	Iteration 20F: 3 clusters Score -1179085 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1179090.875000 Penalty: 2975.250244
	Iteration 21Q: 3 clusters Score -1179091 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1179099.000000 Penalty: 2975.250244
	Iteration 22Q: 3 clusters Score -1179099 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1179107.625000 Penalty: 2975.250244
	Iteration 23Q: 3 clusters Score -1179108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1179116.375000 Penalty: 2975.250244
	Iteration 24Q: 3 clusters Score -1179116 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1179122.375000 Penalty: 2975.250244
	Iteration 25Q: 3 clusters Score -1179122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1179130.500000 Penalty: 2975.250244
	Iteration 26Q: 3 clusters Score -1179130 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1179140.625000 Penalty: 2975.250244
	Iteration 27Q: 3 clusters Score -1179141 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1179144.875000 Penalty: 2975.250244
	Iteration 28Q: 3 clusters Score -1179145 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1179151.625000 Penalty: 2975.250244
	Iteration 29Q: 3 clusters Score -1179152 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1179162.375000 Penalty: 2975.250244
	Iteration 30Q: 3 clusters Score -1179162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1179168.625000 Penalty: 2975.250244
	Iteration 31Q: 3 clusters Score -1179169 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1179175.000000 Penalty: 2975.250244
	Iteration 32Q: 3 clusters Score -1179175 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1179179.500000 Penalty: 2975.250244
	Iteration 33Q: 3 clusters Score -1179180 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1179187.625000 Penalty: 2975.250244
	Iteration 34Q: 3 clusters Score -1179188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1179194.125000 Penalty: 2975.250244
	Iteration 35Q: 3 clusters Score -1179194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1179199.375000 Penalty: 2975.250244
	Iteration 36Q: 3 clusters Score -1179199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1179199.000000 Penalty: 2975.250244
	Iteration 37Q: 3 clusters Score -1179199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1179203.500000 Penalty: 2975.250244
	Iteration 38Q: 3 clusters Score -1179204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1179204.875000 Penalty: 2975.250244
	Iteration 39Q: 3 clusters Score -1179205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1179209.250000 Penalty: 2975.250244
	Iteration 40F: 3 clusters Score -1179209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1179209.875000 Penalty: 2975.250244
	Iteration 41Q: 3 clusters Score -1179210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1179214.750000 Penalty: 2975.250244
	Iteration 42Q: 3 clusters Score -1179215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1179220.500000 Penalty: 2975.250244
	Iteration 43Q: 3 clusters Score -1179220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1179227.250000 Penalty: 2975.250244
	Iteration 44Q: 3 clusters Score -1179227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1179229.250000 Penalty: 2975.250244
	Iteration 45Q: 3 clusters Score -1179229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1179232.000000 Penalty: 2975.250244
	Iteration 46Q: 3 clusters Score -1179232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1179234.750000 Penalty: 2975.250244
	Iteration 47Q: 3 clusters Score -1179235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1179234.750000 Penalty: 2975.250244
	Iteration 48Q: 3 clusters Score -1179235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1179236.500000 Penalty: 2975.250244
	Iteration 49Q: 3 clusters Score -1179236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1179235.875000 Penalty: 2975.250244
	Iteration 50Q: 3 clusters Score -1179236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1179237.250000 Penalty: 2975.250244
	Iteration 51Q: 3 clusters Score -1179237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1179240.000000 Penalty: 2975.250244
	Iteration 52Q: 3 clusters Score -1179240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1179241.000000 Penalty: 2975.250244
	Iteration 53Q: 3 clusters Score -1179241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1179238.625000 Penalty: 2975.250244
	Iteration 54Q: 3 clusters Score -1179239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1179241.625000 Penalty: 2975.250244
	Iteration 55Q: 3 clusters Score -1179242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1179243.000000 Penalty: 2975.250244
	Iteration 56Q: 3 clusters Score -1179243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1179244.750000 Penalty: 2975.250244
	Iteration 57Q: 3 clusters Score -1179245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1179246.500000 Penalty: 2975.250244
	Iteration 58Q: 3 clusters Score -1179246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1179244.750000 Penalty: 2975.250244
	Iteration 59Q: 3 clusters Score -1179245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1179244.250000 Penalty: 2975.250244
	Iteration 60F: 3 clusters Score -1179244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1179244.500000 Penalty: 2975.250244
	Iteration 61Q: 3 clusters Score -1179244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1179245.750000 Penalty: 2975.250244
	Iteration 62Q: 3 clusters Score -1179246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1179246.500000 Penalty: 2975.250244
	Iteration 63Q: 3 clusters Score -1179246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1179248.375000 Penalty: 2975.250244
	Iteration 64Q: 3 clusters Score -1179248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1179249.125000 Penalty: 2975.250244
	Iteration 65Q: 3 clusters Score -1179249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1179249.250000 Penalty: 2975.250244
	Iteration 66Q: 3 clusters Score -1179249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1179251.125000 Penalty: 2975.250244
	Iteration 67Q: 3 clusters Score -1179251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1179251.625000 Penalty: 2975.250244
	Iteration 68Q: 3 clusters Score -1179252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1179251.125000 Penalty: 2975.250244
	Iteration 69Q: 3 clusters Score -1179251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1179252.250000 Penalty: 2975.250244
	Iteration 70Q: 3 clusters Score -1179252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1179251.875000 Penalty: 2975.250244
	Iteration 71Q: 3 clusters Score -1179252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1179252.875000 Penalty: 2975.250244
	Iteration 72Q: 3 clusters Score -1179253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1179253.250000 Penalty: 2975.250244
	Iteration 73Q: 3 clusters Score -1179253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1179254.375000 Penalty: 2975.250244
	Iteration 74Q: 3 clusters Score -1179254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1179255.625000 Penalty: 2975.250244
	Iteration 75Q: 3 clusters Score -1179256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1179256.125000 Penalty: 2975.250244
	Iteration 76Q: 3 clusters Score -1179256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1179257.125000 Penalty: 2975.250244
	Iteration 77Q: 3 clusters Score -1179257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1179254.500000 Penalty: 2975.250244
	Iteration 78Q: 3 clusters Score -1179254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1179254.500000 Penalty: 2975.250244
	Iteration 79F: 3 clusters Score -1179254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (33907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Entering Unmasked Estep 
Score: -4172680.250000 Penalty: 1695.098633
	Iteration 0F: 2 clusters Score -4172680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -4149821.500000 Penalty: 3390.197266
	Iteration 0F: 3 clusters Score -4149822 nChanged 15730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -4158847.000000 Penalty: 3390.197266
	Iteration 1F: 3 clusters Score -4158847 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -4159435.250000 Penalty: 3390.197266
	Iteration 2Q: 3 clusters Score -4159435 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -4160035.500000 Penalty: 3390.197266
	Iteration 3Q: 3 clusters Score -4160036 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -4160742.000000 Penalty: 3390.197266
	Iteration 4Q: 3 clusters Score -4160742 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -4161601.250000 Penalty: 3390.197266
	Iteration 5F: 3 clusters Score -4161601 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -4162569.500000 Penalty: 3390.197266
	Iteration 6F: 3 clusters Score -4162570 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -4163642.750000 Penalty: 3390.197266
	Iteration 7F: 3 clusters Score -4163643 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -4164898.000000 Penalty: 3390.197266
	Iteration 8F: 3 clusters Score -4164898 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -4166191.500000 Penalty: 3390.197266
	Iteration 9Q: 3 clusters Score -4166192 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -4167413.250000 Penalty: 3390.197266
	Iteration 10Q: 3 clusters Score -4167413 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -4168325.250000 Penalty: 3390.197266
	Iteration 11Q: 3 clusters Score -4168325 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -4168894.500000 Penalty: 3390.197266
	Iteration 12Q: 3 clusters Score -4168894 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -4169218.750000 Penalty: 3390.197266
	Iteration 13Q: 3 clusters Score -4169219 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -4169455.250000 Penalty: 3390.197266
	Iteration 14Q: 3 clusters Score -4169455 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -4169623.250000 Penalty: 3390.197266
	Iteration 15Q: 3 clusters Score -4169623 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -4169794.750000 Penalty: 3390.197266
	Iteration 16Q: 3 clusters Score -4169795 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -4169885.500000 Penalty: 3390.197266
	Iteration 17Q: 3 clusters Score -4169886 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -4169966.750000 Penalty: 3390.197266
	Iteration 18Q: 3 clusters Score -4169967 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -4170035.000000 Penalty: 3390.197266
	Iteration 19Q: 3 clusters Score -4170035 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -4170088.000000 Penalty: 3390.197266
	Iteration 20F: 3 clusters Score -4170088 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -4170135.750000 Penalty: 3390.197266
	Iteration 21Q: 3 clusters Score -4170136 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -4170188.000000 Penalty: 3390.197266
	Iteration 22Q: 3 clusters Score -4170188 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -4170227.250000 Penalty: 3390.197266
	Iteration 23Q: 3 clusters Score -4170227 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -4170259.000000 Penalty: 3390.197266
	Iteration 24Q: 3 clusters Score -4170259 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -4170314.000000 Penalty: 3390.197266
	Iteration 25Q: 3 clusters Score -4170314 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -4170336.250000 Penalty: 3390.197266
	Iteration 26Q: 3 clusters Score -4170336 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -4170361.000000 Penalty: 3390.197266
	Iteration 27Q: 3 clusters Score -4170361 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -4170399.000000 Penalty: 3390.197266
	Iteration 28Q: 3 clusters Score -4170399 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -4170428.500000 Penalty: 3390.197266
	Iteration 29Q: 3 clusters Score -4170428 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -4170450.750000 Penalty: 3390.197266
	Iteration 30Q: 3 clusters Score -4170451 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -4170484.750000 Penalty: 3390.197266
	Iteration 31Q: 3 clusters Score -4170485 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -4170516.500000 Penalty: 3390.197266
	Iteration 32Q: 3 clusters Score -4170516 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -4170544.250000 Penalty: 3390.197266
	Iteration 33Q: 3 clusters Score -4170544 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -4170578.750000 Penalty: 3390.197266
	Iteration 34Q: 3 clusters Score -4170579 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -4170617.250000 Penalty: 3390.197266
	Iteration 35Q: 3 clusters Score -4170617 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -4170649.750000 Penalty: 3390.197266
	Iteration 36Q: 3 clusters Score -4170650 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -4170678.500000 Penalty: 3390.197266
	Iteration 37Q: 3 clusters Score -4170678 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -4170699.250000 Penalty: 3390.197266
	Iteration 38Q: 3 clusters Score -4170699 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -4170713.250000 Penalty: 3390.197266
	Iteration 39Q: 3 clusters Score -4170713 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -4170719.000000 Penalty: 3390.197266
	Iteration 40F: 3 clusters Score -4170719 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -4170748.250000 Penalty: 3390.197266
	Iteration 41Q: 3 clusters Score -4170748 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -4170753.750000 Penalty: 3390.197266
	Iteration 42Q: 3 clusters Score -4170754 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -4170768.000000 Penalty: 3390.197266
	Iteration 43Q: 3 clusters Score -4170768 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -4170769.500000 Penalty: 3390.197266
	Iteration 44Q: 3 clusters Score -4170770 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -4170781.750000 Penalty: 3390.197266
	Iteration 45Q: 3 clusters Score -4170782 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -4170792.000000 Penalty: 3390.197266
	Iteration 46Q: 3 clusters Score -4170792 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -4170810.000000 Penalty: 3390.197266
	Iteration 47Q: 3 clusters Score -4170810 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -4170813.500000 Penalty: 3390.197266
	Iteration 48Q: 3 clusters Score -4170814 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -4170824.500000 Penalty: 3390.197266
	Iteration 49Q: 3 clusters Score -4170824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -4170823.250000 Penalty: 3390.197266
	Iteration 50Q: 3 clusters Score -4170823 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -4170837.750000 Penalty: 3390.197266
	Iteration 51Q: 3 clusters Score -4170838 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -4170838.500000 Penalty: 3390.197266
	Iteration 52Q: 3 clusters Score -4170838 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -4170829.500000 Penalty: 3390.197266
	Iteration 53Q: 3 clusters Score -4170830 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -4170829.000000 Penalty: 3390.197266
	Iteration 54Q: 3 clusters Score -4170829 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -4170835.250000 Penalty: 3390.197266
	Iteration 55Q: 3 clusters Score -4170835 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -4170842.000000 Penalty: 3390.197266
	Iteration 56Q: 3 clusters Score -4170842 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -4170849.750000 Penalty: 3390.197266
	Iteration 57Q: 3 clusters Score -4170850 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -4170858.000000 Penalty: 3390.197266
	Iteration 58Q: 3 clusters Score -4170858 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -4170861.000000 Penalty: 3390.197266
	Iteration 59Q: 3 clusters Score -4170861 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
Score: -4170865.250000 Penalty: 3390.197266
	Iteration 60F: 3 clusters Score -4170865 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -4170868.500000 Penalty: 3390.197266
	Iteration 61Q: 3 clusters Score -4170868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -4170877.500000 Penalty: 3390.197266
	Iteration 62Q: 3 clusters Score -4170878 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -4170877.250000 Penalty: 3390.197266
	Iteration 63Q: 3 clusters Score -4170877 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -4170881.750000 Penalty: 3390.197266
	Iteration 64Q: 3 clusters Score -4170882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -4170893.250000 Penalty: 3390.197266
	Iteration 65Q: 3 clusters Score -4170893 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -4170888.750000 Penalty: 3390.197266
	Iteration 66Q: 3 clusters Score -4170889 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -4170897.000000 Penalty: 3390.197266
	Iteration 67Q: 3 clusters Score -4170897 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -4170897.750000 Penalty: 3390.197266
	Iteration 68Q: 3 clusters Score -4170898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -4170898.500000 Penalty: 3390.197266
	Iteration 69Q: 3 clusters Score -4170898 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -4170909.500000 Penalty: 3390.197266
	Iteration 70Q: 3 clusters Score -4170910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -4170912.500000 Penalty: 3390.197266
	Iteration 71Q: 3 clusters Score -4170912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -4170912.750000 Penalty: 3390.197266
	Iteration 72Q: 3 clusters Score -4170913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -4170920.500000 Penalty: 3390.197266
	Iteration 73Q: 3 clusters Score -4170920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -4170924.500000 Penalty: 3390.197266
	Iteration 74Q: 3 clusters Score -4170924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -4170922.250000 Penalty: 3390.197266
	Iteration 75Q: 3 clusters Score -4170922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -4170925.000000 Penalty: 3390.197266
	Iteration 76Q: 3 clusters Score -4170925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -4170920.500000 Penalty: 3390.197266
	Iteration 77Q: 3 clusters Score -4170920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -4170926.500000 Penalty: 3390.197266
	Iteration 78Q: 3 clusters Score -4170926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -4170921.500000 Penalty: 3390.197266
	Iteration 79Q: 3 clusters Score -4170922 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -4170926.250000 Penalty: 3390.197266
	Iteration 80F: 3 clusters Score -4170926 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -4170930.250000 Penalty: 3390.197266
	Iteration 81Q: 3 clusters Score -4170930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -4170935.500000 Penalty: 3390.197266
	Iteration 82Q: 3 clusters Score -4170936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -4170941.500000 Penalty: 3390.197266
	Iteration 83Q: 3 clusters Score -4170942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -4170946.500000 Penalty: 3390.197266
	Iteration 84Q: 3 clusters Score -4170946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -4170954.500000 Penalty: 3390.197266
	Iteration 85Q: 3 clusters Score -4170954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -4170964.750000 Penalty: 3390.197266
	Iteration 86Q: 3 clusters Score -4170965 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -4170969.750000 Penalty: 3390.197266
	Iteration 87Q: 3 clusters Score -4170970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -4170965.000000 Penalty: 3390.197266
	Iteration 88Q: 3 clusters Score -4170965 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -4170970.000000 Penalty: 3390.197266
	Iteration 89Q: 3 clusters Score -4170970 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -4170977.500000 Penalty: 3390.197266
	Iteration 90Q: 3 clusters Score -4170978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -4170980.750000 Penalty: 3390.197266
	Iteration 91Q: 3 clusters Score -4170981 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -4170989.250000 Penalty: 3390.197266
	Iteration 92Q: 3 clusters Score -4170989 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -4170989.000000 Penalty: 3390.197266
	Iteration 93Q: 3 clusters Score -4170989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -4170997.250000 Penalty: 3390.197266
	Iteration 94Q: 3 clusters Score -4170997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -4170992.250000 Penalty: 3390.197266
	Iteration 95Q: 3 clusters Score -4170992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -4170992.250000 Penalty: 3390.197266
	Iteration 96Q: 3 clusters Score -4170992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -4170993.250000 Penalty: 3390.197266
	Iteration 97Q: 3 clusters Score -4170993 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -4170996.750000 Penalty: 3390.197266
	Iteration 98Q: 3 clusters Score -4170997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -4171005.000000 Penalty: 3390.197266
	Iteration 99Q: 3 clusters Score -4171005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -4171008.000000 Penalty: 3390.197266
	Iteration 100F: 3 clusters Score -4171008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -4171013.000000 Penalty: 3390.197266
	Iteration 101Q: 3 clusters Score -4171013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -4171010.500000 Penalty: 3390.197266
	Iteration 102Q: 3 clusters Score -4171010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -4171004.250000 Penalty: 3390.197266
	Iteration 103Q: 3 clusters Score -4171004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -4171014.750000 Penalty: 3390.197266
	Iteration 104Q: 3 clusters Score -4171015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -4171013.750000 Penalty: 3390.197266
	Iteration 105Q: 3 clusters Score -4171014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -4171013.500000 Penalty: 3390.197266
	Iteration 106Q: 3 clusters Score -4171014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -4171018.000000 Penalty: 3390.197266
	Iteration 107Q: 3 clusters Score -4171018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -4171014.500000 Penalty: 3390.197266
	Iteration 108Q: 3 clusters Score -4171014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -4171016.500000 Penalty: 3390.197266
	Iteration 109Q: 3 clusters Score -4171016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -4171015.000000 Penalty: 3390.197266
	Iteration 110Q: 3 clusters Score -4171015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -4171017.250000 Penalty: 3390.197266
	Iteration 111Q: 3 clusters Score -4171017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -4171016.750000 Penalty: 3390.197266
	Iteration 112Q: 3 clusters Score -4171017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -4171020.000000 Penalty: 3390.197266
	Iteration 113Q: 3 clusters Score -4171020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -4171021.250000 Penalty: 3390.197266
	Iteration 114Q: 3 clusters Score -4171021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -4171022.750000 Penalty: 3390.197266
	Iteration 115Q: 3 clusters Score -4171023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -4171020.000000 Penalty: 3390.197266
	Iteration 116Q: 3 clusters Score -4171020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -4171021.500000 Penalty: 3390.197266
	Iteration 117Q: 3 clusters Score -4171022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -4171024.250000 Penalty: 3390.197266
	Iteration 118Q: 3 clusters Score -4171024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -4171019.500000 Penalty: 3390.197266
	Iteration 119Q: 3 clusters Score -4171020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -4171018.500000 Penalty: 3390.197266
	Iteration 120F: 3 clusters Score -4171018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -4171022.250000 Penalty: 3390.197266
	Iteration 121Q: 3 clusters Score -4171022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -4171020.750000 Penalty: 3390.197266
	Iteration 122Q: 3 clusters Score -4171021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -4171022.250000 Penalty: 3390.197266
	Iteration 123Q: 3 clusters Score -4171022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -4171027.250000 Penalty: 3390.197266
	Iteration 124Q: 3 clusters Score -4171027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -4171030.500000 Penalty: 3390.197266
	Iteration 125Q: 3 clusters Score -4171030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -4171030.500000 Penalty: 3390.197266
	Iteration 126Q: 3 clusters Score -4171030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -4171034.500000 Penalty: 3390.197266
	Iteration 127Q: 3 clusters Score -4171034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -4171034.500000 Penalty: 3390.197266
	Iteration 128F: 3 clusters Score -4171034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (26828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Entering Unmasked Estep 
Score: -3250277.250000 Penalty: 1657.045288
	Iteration 0F: 2 clusters Score -3250277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -3232055.750000 Penalty: 3314.090576
	Iteration 0F: 3 clusters Score -3232056 nChanged 12473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -3239065.500000 Penalty: 3314.090576
	Iteration 1F: 3 clusters Score -3239066 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -3239531.750000 Penalty: 3314.090576
	Iteration 2Q: 3 clusters Score -3239532 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -3240017.750000 Penalty: 3314.090576
	Iteration 3Q: 3 clusters Score -3240018 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -3240660.500000 Penalty: 3314.090576
	Iteration 4Q: 3 clusters Score -3240660 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -3241459.250000 Penalty: 3314.090576
	Iteration 5F: 3 clusters Score -3241459 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -3242605.250000 Penalty: 3314.090576
	Iteration 6F: 3 clusters Score -3242605 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -3244038.750000 Penalty: 3314.090576
	Iteration 7F: 3 clusters Score -3244039 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -3245458.750000 Penalty: 3314.090576
	Iteration 8F: 3 clusters Score -3245459 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -3246662.000000 Penalty: 3314.090576
	Iteration 9F: 3 clusters Score -3246662 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -3247448.000000 Penalty: 3314.090576
	Iteration 10Q: 3 clusters Score -3247448 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -3247983.250000 Penalty: 3314.090576
	Iteration 11Q: 3 clusters Score -3247983 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -3248341.500000 Penalty: 3314.090576
	Iteration 12Q: 3 clusters Score -3248342 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -3248590.000000 Penalty: 3314.090576
	Iteration 13Q: 3 clusters Score -3248590 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -3248791.500000 Penalty: 3314.090576
	Iteration 14Q: 3 clusters Score -3248792 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -3248903.000000 Penalty: 3314.090576
	Iteration 15Q: 3 clusters Score -3248903 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -3248948.500000 Penalty: 3314.090576
	Iteration 16Q: 3 clusters Score -3248948 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -3248973.250000 Penalty: 3314.090576
	Iteration 17Q: 3 clusters Score -3248973 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -3248997.750000 Penalty: 3314.090576
	Iteration 18Q: 3 clusters Score -3248998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -3249016.000000 Penalty: 3314.090576
	Iteration 19Q: 3 clusters Score -3249016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -3249027.500000 Penalty: 3314.090576
	Iteration 20F: 3 clusters Score -3249028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -3249034.750000 Penalty: 3314.090576
	Iteration 21Q: 3 clusters Score -3249035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -3249044.500000 Penalty: 3314.090576
	Iteration 22Q: 3 clusters Score -3249044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -3249059.250000 Penalty: 3314.090576
	Iteration 23Q: 3 clusters Score -3249059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -3249064.500000 Penalty: 3314.090576
	Iteration 24Q: 3 clusters Score -3249064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -3249068.000000 Penalty: 3314.090576
	Iteration 25Q: 3 clusters Score -3249068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -3249066.000000 Penalty: 3314.090576
	Iteration 26Q: 3 clusters Score -3249066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -3249066.000000 Penalty: 3314.090576
	Iteration 27F: 3 clusters Score -3249066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Entering Unmasked Estep 
Score: -219113.671875 Penalty: 1232.608154
	Iteration 0F: 2 clusters Score -219113.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -217088.843750 Penalty: 2465.216309
	Iteration 0F: 3 clusters Score -217088.8 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -217578.328125 Penalty: 2465.216309
	Iteration 1F: 3 clusters Score -217578.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -217707.828125 Penalty: 2465.216309
	Iteration 2F: 3 clusters Score -217707.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -217781.984375 Penalty: 2465.216309
	Iteration 3Q: 3 clusters Score -217782 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -217833.625000 Penalty: 2465.216309
	Iteration 4Q: 3 clusters Score -217833.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -217865.421875 Penalty: 2465.216309
	Iteration 5Q: 3 clusters Score -217865.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -217884.890625 Penalty: 2465.216309
	Iteration 6Q: 3 clusters Score -217884.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -217897.546875 Penalty: 2465.216309
	Iteration 7Q: 3 clusters Score -217897.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -217906.328125 Penalty: 2465.216309
	Iteration 8Q: 3 clusters Score -217906.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -217914.875000 Penalty: 2465.216309
	Iteration 9Q: 3 clusters Score -217914.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -217929.687500 Penalty: 2465.216309
	Iteration 10Q: 3 clusters Score -217929.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -217936.562500 Penalty: 2465.216309
	Iteration 11Q: 3 clusters Score -217936.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -217943.968750 Penalty: 2465.216309
	Iteration 12Q: 3 clusters Score -217944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -217957.406250 Penalty: 2465.216309
	Iteration 13Q: 3 clusters Score -217957.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -217971.890625 Penalty: 2465.216309
	Iteration 14Q: 3 clusters Score -217971.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -217988.828125 Penalty: 2465.216309
	Iteration 15Q: 3 clusters Score -217988.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -218000.406250 Penalty: 2465.216309
	Iteration 16Q: 3 clusters Score -218000.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -218011.734375 Penalty: 2465.216309
	Iteration 17Q: 3 clusters Score -218011.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -218014.625000 Penalty: 2465.216309
	Iteration 18Q: 3 clusters Score -218014.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -218018.453125 Penalty: 2465.216309
	Iteration 19Q: 3 clusters Score -218018.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -218023.640625 Penalty: 2465.216309
	Iteration 20F: 3 clusters Score -218023.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -218032.390625 Penalty: 2465.216309
	Iteration 21Q: 3 clusters Score -218032.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -218039.468750 Penalty: 2465.216309
	Iteration 22Q: 3 clusters Score -218039.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -218042.796875 Penalty: 2465.216309
	Iteration 23Q: 3 clusters Score -218042.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -218047.812500 Penalty: 2465.216309
	Iteration 24Q: 3 clusters Score -218047.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -218054.562500 Penalty: 2465.216309
	Iteration 25Q: 3 clusters Score -218054.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -218062.843750 Penalty: 2465.216309
	Iteration 26Q: 3 clusters Score -218062.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -218071.828125 Penalty: 2465.216309
	Iteration 27Q: 3 clusters Score -218071.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -218078.843750 Penalty: 2465.216309
	Iteration 28Q: 3 clusters Score -218078.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -218086.015625 Penalty: 2465.216309
	Iteration 29Q: 3 clusters Score -218086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -218092.031250 Penalty: 2465.216309
	Iteration 30Q: 3 clusters Score -218092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -218093.796875 Penalty: 2465.216309
	Iteration 31Q: 3 clusters Score -218093.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -218095.109375 Penalty: 2465.216309
	Iteration 32Q: 3 clusters Score -218095.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -218095.265625 Penalty: 2465.216309
	Iteration 33Q: 3 clusters Score -218095.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -218095.765625 Penalty: 2465.216309
	Iteration 34Q: 3 clusters Score -218095.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -218096.390625 Penalty: 2465.216309
	Iteration 35Q: 3 clusters Score -218096.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -218096.390625 Penalty: 2465.216309
	Iteration 36F: 3 clusters Score -218096.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -15498.875000 Penalty: 906.091736
	Iteration 0F: 2 clusters Score -15498.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14770.939453 Penalty: 1812.183472
	Iteration 0F: 3 clusters Score -14770.94 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15008.634766 Penalty: 1812.183472
	Iteration 1F: 3 clusters Score -15008.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15147.958008 Penalty: 1812.183472
	Iteration 2Q: 3 clusters Score -15147.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15221.005859 Penalty: 1812.183472
	Iteration 3Q: 3 clusters Score -15221.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15282.895508 Penalty: 1812.183472
	Iteration 4Q: 3 clusters Score -15282.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15325.274414 Penalty: 1812.183472
	Iteration 5Q: 3 clusters Score -15325.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15358.784180 Penalty: 1812.183472
	Iteration 6Q: 3 clusters Score -15358.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15409.647461 Penalty: 1812.183472
	Iteration 7Q: 3 clusters Score -15409.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15435.348633 Penalty: 1812.183472
	Iteration 8Q: 3 clusters Score -15435.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15478.819336 Penalty: 1812.183472
	Iteration 9Q: 3 clusters Score -15478.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15498.062500 Penalty: 1812.183472
	Iteration 10Q: 3 clusters Score -15498.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15498.062500 Penalty: 1812.183472
	Iteration 11F: 3 clusters Score -15498.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Entering Unmasked Estep 
Score: -371359.531250 Penalty: 1301.683472
	Iteration 0F: 2 clusters Score -371359.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -368596.156250 Penalty: 2603.366943
	Iteration 0F: 3 clusters Score -368596.2 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -369276.625000 Penalty: 2603.366943
	Iteration 1F: 3 clusters Score -369276.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -369581.750000 Penalty: 2603.366943
	Iteration 2F: 3 clusters Score -369581.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -370024.281250 Penalty: 2603.366943
	Iteration 3F: 3 clusters Score -370024.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -370326.125000 Penalty: 2603.366943
	Iteration 4F: 3 clusters Score -370326.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -370637.531250 Penalty: 2603.366943
	Iteration 5F: 3 clusters Score -370637.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -370886.562500 Penalty: 2603.366943
	Iteration 6F: 3 clusters Score -370886.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -371093.312500 Penalty: 2603.366943
	Iteration 7F: 3 clusters Score -371093.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -371242.000000 Penalty: 2603.366943
	Iteration 8Q: 3 clusters Score -371242 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -371372.312500 Penalty: 2603.366943
	Iteration 9Q: 3 clusters Score -371372.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -371449.093750 Penalty: 2603.366943
	Iteration 10Q: 3 clusters Score -371449.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -371533.718750 Penalty: 2603.366943
	Iteration 11Q: 3 clusters Score -371533.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -371620.031250 Penalty: 2603.366943
	Iteration 12Q: 3 clusters Score -371620 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -371694.937500 Penalty: 2603.366943
	Iteration 13Q: 3 clusters Score -371694.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -371756.875000 Penalty: 2603.366943
	Iteration 14Q: 3 clusters Score -371756.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -371793.437500 Penalty: 2603.366943
	Iteration 15Q: 3 clusters Score -371793.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -371843.843750 Penalty: 2603.366943
	Iteration 16Q: 3 clusters Score -371843.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -371902.625000 Penalty: 2603.366943
	Iteration 17Q: 3 clusters Score -371902.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -371924.625000 Penalty: 2603.366943
	Iteration 18Q: 3 clusters Score -371924.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -371927.093750 Penalty: 2603.366943
	Iteration 19Q: 3 clusters Score -371927.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -371927.218750 Penalty: 2603.366943
	Iteration 20F: 3 clusters Score -371927.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 107271 members 
Mstep: Class 2 contains 11710 members 
Mstep: Class 3 contains 6945 members 
Mstep: Class 4 contains 124461 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1507 members 
Mstep: Class 7 contains 6827 members 
Mstep: Class 8 contains 9740 members 
Mstep: Class 9 contains 62080 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 105070 members 
Mstep: Class 12 contains 101139 members 
Mstep: Class 13 contains 103896 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3207 members 
Mstep: Class 16 contains 83799 members 
Mstep: Class 17 contains 24556 members 
Mstep: Class 18 contains 14401 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4744 members 
Mstep: Class 26 contains 21283 members 
Mstep: Class 27 contains 6659 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9458 members 
Mstep: Class 30 contains 33907 members 
Mstep: Class 31 contains 26828 members 
Mstep: Class 32 contains 1969 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2473 members 
Mstep: Class 35 contains 17702 members 
Mstep: Class 36 contains 6482 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1112 members 
Mstep: Class 41 contains 539 members 
Entering Unmasked Estep 
Score: -111776488.000000 Penalty: 91479.007812
Splitting cluster 34 changes total score from -111776616.000000 to -111776488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (17702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Entering Unmasked Estep 
Score: -2197755.750000 Penalty: 1589.482910
	Iteration 0F: 2 clusters Score -2197756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2185588.000000 Penalty: 3178.965820
	Iteration 0F: 3 clusters Score -2185588 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2190095.500000 Penalty: 3178.965820
	Iteration 1F: 3 clusters Score -2190096 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2190432.500000 Penalty: 3178.965820
	Iteration 2F: 3 clusters Score -2190432 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2190729.500000 Penalty: 3178.965820
	Iteration 3Q: 3 clusters Score -2190730 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2191009.250000 Penalty: 3178.965820
	Iteration 4Q: 3 clusters Score -2191009 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2191289.000000 Penalty: 3178.965820
	Iteration 5Q: 3 clusters Score -2191289 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2191563.250000 Penalty: 3178.965820
	Iteration 6Q: 3 clusters Score -2191563 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2191849.750000 Penalty: 3178.965820
	Iteration 7Q: 3 clusters Score -2191850 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2192147.000000 Penalty: 3178.965820
	Iteration 8Q: 3 clusters Score -2192147 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -2192523.250000 Penalty: 3178.965820
	Iteration 9Q: 3 clusters Score -2192523 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2192973.500000 Penalty: 3178.965820
	Iteration 10Q: 3 clusters Score -2192974 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2193504.000000 Penalty: 3178.965820
	Iteration 11Q: 3 clusters Score -2193504 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2194194.250000 Penalty: 3178.965820
	Iteration 12F: 3 clusters Score -2194194 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -2194869.750000 Penalty: 3178.965820
	Iteration 13F: 3 clusters Score -2194870 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2195428.000000 Penalty: 3178.965820
	Iteration 14Q: 3 clusters Score -2195428 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2195860.250000 Penalty: 3178.965820
	Iteration 15Q: 3 clusters Score -2195860 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2196098.750000 Penalty: 3178.965820
	Iteration 16Q: 3 clusters Score -2196099 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2196235.500000 Penalty: 3178.965820
	Iteration 17Q: 3 clusters Score -2196236 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2196335.250000 Penalty: 3178.965820
	Iteration 18Q: 3 clusters Score -2196335 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2196393.500000 Penalty: 3178.965820
	Iteration 19Q: 3 clusters Score -2196394 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2196438.250000 Penalty: 3178.965820
	Iteration 20F: 3 clusters Score -2196438 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2196463.750000 Penalty: 3178.965820
	Iteration 21Q: 3 clusters Score -2196464 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2196478.500000 Penalty: 3178.965820
	Iteration 22Q: 3 clusters Score -2196478 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2196495.500000 Penalty: 3178.965820
	Iteration 23Q: 3 clusters Score -2196496 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2196508.000000 Penalty: 3178.965820
	Iteration 24Q: 3 clusters Score -2196508 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2196517.750000 Penalty: 3178.965820
	Iteration 25Q: 3 clusters Score -2196518 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2196526.250000 Penalty: 3178.965820
	Iteration 26Q: 3 clusters Score -2196526 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2196543.000000 Penalty: 3178.965820
	Iteration 27Q: 3 clusters Score -2196543 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2196555.000000 Penalty: 3178.965820
	Iteration 28Q: 3 clusters Score -2196555 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2196566.250000 Penalty: 3178.965820
	Iteration 29Q: 3 clusters Score -2196566 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2196578.250000 Penalty: 3178.965820
	Iteration 30Q: 3 clusters Score -2196578 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2196586.750000 Penalty: 3178.965820
	Iteration 31Q: 3 clusters Score -2196587 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2196602.000000 Penalty: 3178.965820
	Iteration 32Q: 3 clusters Score -2196602 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2196623.750000 Penalty: 3178.965820
	Iteration 33Q: 3 clusters Score -2196624 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2196648.500000 Penalty: 3178.965820
	Iteration 34Q: 3 clusters Score -2196648 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2196669.750000 Penalty: 3178.965820
	Iteration 35Q: 3 clusters Score -2196670 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2196688.750000 Penalty: 3178.965820
	Iteration 36Q: 3 clusters Score -2196689 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2196701.250000 Penalty: 3178.965820
	Iteration 37Q: 3 clusters Score -2196701 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2196708.750000 Penalty: 3178.965820
	Iteration 38Q: 3 clusters Score -2196709 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2196715.000000 Penalty: 3178.965820
	Iteration 39Q: 3 clusters Score -2196715 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2196723.250000 Penalty: 3178.965820
	Iteration 40F: 3 clusters Score -2196723 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2196725.500000 Penalty: 3178.965820
	Iteration 41Q: 3 clusters Score -2196726 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2196737.000000 Penalty: 3178.965820
	Iteration 42Q: 3 clusters Score -2196737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2196741.500000 Penalty: 3178.965820
	Iteration 43Q: 3 clusters Score -2196742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2196749.000000 Penalty: 3178.965820
	Iteration 44Q: 3 clusters Score -2196749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2196748.000000 Penalty: 3178.965820
	Iteration 45Q: 3 clusters Score -2196748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2196750.500000 Penalty: 3178.965820
	Iteration 46Q: 3 clusters Score -2196750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2196753.250000 Penalty: 3178.965820
	Iteration 47Q: 3 clusters Score -2196753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2196756.750000 Penalty: 3178.965820
	Iteration 48Q: 3 clusters Score -2196757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2196756.750000 Penalty: 3178.965820
	Iteration 49Q: 3 clusters Score -2196757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2196761.250000 Penalty: 3178.965820
	Iteration 50Q: 3 clusters Score -2196761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2196772.750000 Penalty: 3178.965820
	Iteration 51Q: 3 clusters Score -2196773 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2196776.250000 Penalty: 3178.965820
	Iteration 52Q: 3 clusters Score -2196776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2196778.000000 Penalty: 3178.965820
	Iteration 53Q: 3 clusters Score -2196778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2196781.500000 Penalty: 3178.965820
	Iteration 54Q: 3 clusters Score -2196782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2196781.500000 Penalty: 3178.965820
	Iteration 55Q: 3 clusters Score -2196782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2196782.000000 Penalty: 3178.965820
	Iteration 56Q: 3 clusters Score -2196782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2196784.500000 Penalty: 3178.965820
	Iteration 57Q: 3 clusters Score -2196784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2196789.250000 Penalty: 3178.965820
	Iteration 58Q: 3 clusters Score -2196789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2196794.500000 Penalty: 3178.965820
	Iteration 59Q: 3 clusters Score -2196794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2196800.250000 Penalty: 3178.965820
	Iteration 60F: 3 clusters Score -2196800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2196803.750000 Penalty: 3178.965820
	Iteration 61Q: 3 clusters Score -2196804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2196806.750000 Penalty: 3178.965820
	Iteration 62Q: 3 clusters Score -2196807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2196808.750000 Penalty: 3178.965820
	Iteration 63Q: 3 clusters Score -2196809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2196809.750000 Penalty: 3178.965820
	Iteration 64Q: 3 clusters Score -2196810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2196815.750000 Penalty: 3178.965820
	Iteration 65Q: 3 clusters Score -2196816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2196822.000000 Penalty: 3178.965820
	Iteration 66Q: 3 clusters Score -2196822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2196820.750000 Penalty: 3178.965820
	Iteration 67Q: 3 clusters Score -2196821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2196824.750000 Penalty: 3178.965820
	Iteration 68Q: 3 clusters Score -2196825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2196822.500000 Penalty: 3178.965820
	Iteration 69Q: 3 clusters Score -2196822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2196822.500000 Penalty: 3178.965820
	Iteration 70Q: 3 clusters Score -2196822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2196820.750000 Penalty: 3178.965820
	Iteration 71Q: 3 clusters Score -2196821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2196821.000000 Penalty: 3178.965820
	Iteration 72Q: 3 clusters Score -2196821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2196822.000000 Penalty: 3178.965820
	Iteration 73Q: 3 clusters Score -2196822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2196824.000000 Penalty: 3178.965820
	Iteration 74Q: 3 clusters Score -2196824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2196824.500000 Penalty: 3178.965820
	Iteration 75Q: 3 clusters Score -2196824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2196825.750000 Penalty: 3178.965820
	Iteration 76Q: 3 clusters Score -2196826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2196825.750000 Penalty: 3178.965820
	Iteration 77F: 3 clusters Score -2196826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Entering Unmasked Estep 
Score: -812599.187500 Penalty: 1426.227417
	Iteration 0F: 2 clusters Score -812599.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -807686.500000 Penalty: 2852.454834
	Iteration 0F: 3 clusters Score -807686.5 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -809111.000000 Penalty: 2852.454834
	Iteration 1F: 3 clusters Score -809111 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -809325.125000 Penalty: 2852.454834
	Iteration 2F: 3 clusters Score -809325.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -809495.500000 Penalty: 2852.454834
	Iteration 3F: 3 clusters Score -809495.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -809688.625000 Penalty: 2852.454834
	Iteration 4Q: 3 clusters Score -809688.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -809921.375000 Penalty: 2852.454834
	Iteration 5F: 3 clusters Score -809921.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -810228.187500 Penalty: 2852.454834
	Iteration 6F: 3 clusters Score -810228.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -810493.562500 Penalty: 2852.454834
	Iteration 7F: 3 clusters Score -810493.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -810687.562500 Penalty: 2852.454834
	Iteration 8Q: 3 clusters Score -810687.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -810854.687500 Penalty: 2852.454834
	Iteration 9Q: 3 clusters Score -810854.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -810974.062500 Penalty: 2852.454834
	Iteration 10Q: 3 clusters Score -810974.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -811051.312500 Penalty: 2852.454834
	Iteration 11Q: 3 clusters Score -811051.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -811107.000000 Penalty: 2852.454834
	Iteration 12Q: 3 clusters Score -811107 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -811145.250000 Penalty: 2852.454834
	Iteration 13Q: 3 clusters Score -811145.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -811183.062500 Penalty: 2852.454834
	Iteration 14Q: 3 clusters Score -811183.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -811223.437500 Penalty: 2852.454834
	Iteration 15Q: 3 clusters Score -811223.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -811253.062500 Penalty: 2852.454834
	Iteration 16Q: 3 clusters Score -811253.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -811270.187500 Penalty: 2852.454834
	Iteration 17Q: 3 clusters Score -811270.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -811292.437500 Penalty: 2852.454834
	Iteration 18Q: 3 clusters Score -811292.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -811308.875000 Penalty: 2852.454834
	Iteration 19Q: 3 clusters Score -811308.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -811324.625000 Penalty: 2852.454834
	Iteration 20F: 3 clusters Score -811324.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -811336.000000 Penalty: 2852.454834
	Iteration 21Q: 3 clusters Score -811336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -811341.687500 Penalty: 2852.454834
	Iteration 22Q: 3 clusters Score -811341.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -811346.000000 Penalty: 2852.454834
	Iteration 23Q: 3 clusters Score -811346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -811354.562500 Penalty: 2852.454834
	Iteration 24Q: 3 clusters Score -811354.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -811360.312500 Penalty: 2852.454834
	Iteration 25Q: 3 clusters Score -811360.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -811365.562500 Penalty: 2852.454834
	Iteration 26Q: 3 clusters Score -811365.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -811366.125000 Penalty: 2852.454834
	Iteration 27Q: 3 clusters Score -811366.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -811369.312500 Penalty: 2852.454834
	Iteration 28Q: 3 clusters Score -811369.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -811374.812500 Penalty: 2852.454834
	Iteration 29Q: 3 clusters Score -811374.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -811381.062500 Penalty: 2852.454834
	Iteration 30Q: 3 clusters Score -811381.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -811384.250000 Penalty: 2852.454834
	Iteration 31Q: 3 clusters Score -811384.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -811389.312500 Penalty: 2852.454834
	Iteration 32Q: 3 clusters Score -811389.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -811390.375000 Penalty: 2852.454834
	Iteration 33Q: 3 clusters Score -811390.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -811393.687500 Penalty: 2852.454834
	Iteration 34Q: 3 clusters Score -811393.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -811395.125000 Penalty: 2852.454834
	Iteration 35Q: 3 clusters Score -811395.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -811396.062500 Penalty: 2852.454834
	Iteration 36Q: 3 clusters Score -811396.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -811396.875000 Penalty: 2852.454834
	Iteration 37Q: 3 clusters Score -811396.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -811398.937500 Penalty: 2852.454834
	Iteration 38Q: 3 clusters Score -811398.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -811402.875000 Penalty: 2852.454834
	Iteration 39Q: 3 clusters Score -811402.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -811403.562500 Penalty: 2852.454834
	Iteration 40F: 3 clusters Score -811403.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -811405.062500 Penalty: 2852.454834
	Iteration 41Q: 3 clusters Score -811405.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -811407.187500 Penalty: 2852.454834
	Iteration 42Q: 3 clusters Score -811407.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -811407.187500 Penalty: 2852.454834
	Iteration 43F: 3 clusters Score -811407.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -42212.714844 Penalty: 981.927856
	Iteration 0F: 2 clusters Score -42212.71 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 220 members 
Entering Unmasked Estep 
Score: -41261.945312 Penalty: 1963.855713
	Iteration 0F: 3 clusters Score -41261.95 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -41451.031250 Penalty: 1963.855713
	Iteration 1F: 3 clusters Score -41451.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -41518.507812 Penalty: 1963.855713
	Iteration 2F: 3 clusters Score -41518.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41584.714844 Penalty: 1963.855713
	Iteration 3Q: 3 clusters Score -41584.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -41674.312500 Penalty: 1963.855713
	Iteration 4F: 3 clusters Score -41674.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -41767.210938 Penalty: 1963.855713
	Iteration 5F: 3 clusters Score -41767.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -41803.738281 Penalty: 1963.855713
	Iteration 6Q: 3 clusters Score -41803.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -41825.375000 Penalty: 1963.855713
	Iteration 7Q: 3 clusters Score -41825.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -41829.816406 Penalty: 1963.855713
	Iteration 8Q: 3 clusters Score -41829.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -41830.167969 Penalty: 1963.855713
	Iteration 9Q: 3 clusters Score -41830.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -41830.167969 Penalty: 1963.855713
	Iteration 10F: 3 clusters Score -41830.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -18534.224609 Penalty: 868.904968
	Iteration 0F: 2 clusters Score -18534.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17848.316406 Penalty: 1737.809937
	Iteration 0F: 3 clusters Score -17848.32 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17998.828125 Penalty: 1737.809937
	Iteration 1F: 3 clusters Score -17998.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18114.460938 Penalty: 1737.809937
	Iteration 2F: 3 clusters Score -18114.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18125.048828 Penalty: 1737.809937
	Iteration 3Q: 3 clusters Score -18125.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18126.162109 Penalty: 1737.809937
	Iteration 4Q: 3 clusters Score -18126.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18126.162109 Penalty: 1737.809937
	Iteration 5F: 3 clusters Score -18126.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -11895.183594 Penalty: 966.130859
	Iteration 0F: 2 clusters Score -11895.18 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 211 members 
Entering Unmasked Estep 
Score: -11035.041016 Penalty: 1932.261719
	Iteration 0F: 3 clusters Score -11035.04 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -11297.347656 Penalty: 1932.261719
	Iteration 1F: 3 clusters Score -11297.35 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -11426.852539 Penalty: 1932.261719
	Iteration 2F: 3 clusters Score -11426.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -11469.795898 Penalty: 1932.261719
	Iteration 3F: 3 clusters Score -11469.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -11505.966797 Penalty: 1932.261719
	Iteration 4Q: 3 clusters Score -11505.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -11543.173828 Penalty: 1932.261719
	Iteration 5Q: 3 clusters Score -11543.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11594.156250 Penalty: 1932.261719
	Iteration 6Q: 3 clusters Score -11594.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11617.427734 Penalty: 1932.261719
	Iteration 7Q: 3 clusters Score -11617.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11679.649414 Penalty: 1932.261719
	Iteration 8Q: 3 clusters Score -11679.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11744.269531 Penalty: 1932.261719
	Iteration 9Q: 3 clusters Score -11744.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11776.240234 Penalty: 1932.261719
	Iteration 10Q: 3 clusters Score -11776.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11780.996094 Penalty: 1932.261719
	Iteration 11Q: 3 clusters Score -11781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11784.924805 Penalty: 1932.261719
	Iteration 12Q: 3 clusters Score -11784.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11792.861328 Penalty: 1932.261719
	Iteration 13Q: 3 clusters Score -11792.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11793.626953 Penalty: 1932.261719
	Iteration 14F: 3 clusters Score -11793.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11807.926758 Penalty: 1932.261719
	Iteration 15Q: 3 clusters Score -11807.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11809.328125 Penalty: 1932.261719
	Iteration 16Q: 3 clusters Score -11809.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11811.838867 Penalty: 1932.261719
	Iteration 17Q: 3 clusters Score -11811.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11823.657227 Penalty: 1932.261719
	Iteration 18Q: 3 clusters Score -11823.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11835.611328 Penalty: 1932.261719
	Iteration 19Q: 3 clusters Score -11835.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11852.719727 Penalty: 1932.261719
	Iteration 20F: 3 clusters Score -11852.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11861.367188 Penalty: 1932.261719
	Iteration 21Q: 3 clusters Score -11861.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11864.954102 Penalty: 1932.261719
	Iteration 22Q: 3 clusters Score -11864.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11886.542969 Penalty: 1932.261719
	Iteration 23Q: 3 clusters Score -11886.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11903.254883 Penalty: 1932.261719
	Iteration 24Q: 3 clusters Score -11903.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11933.299805 Penalty: 1932.261719
	Iteration 25Q: 3 clusters Score -11933.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11941.726562 Penalty: 1932.261719
	Iteration 26Q: 3 clusters Score -11941.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11950.999023 Penalty: 1932.261719
	Iteration 27Q: 3 clusters Score -11951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11954.296875 Penalty: 1932.261719
	Iteration 28Q: 3 clusters Score -11954.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11955.392578 Penalty: 1932.261719
	Iteration 29Q: 3 clusters Score -11955.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11957.226562 Penalty: 1932.261719
	Iteration 30F: 3 clusters Score -11957.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11963.881836 Penalty: 1932.261719
	Iteration 31Q: 3 clusters Score -11963.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11989.405273 Penalty: 1932.261719
	Iteration 32Q: 3 clusters Score -11989.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12000.963867 Penalty: 1932.261719
	Iteration 33Q: 3 clusters Score -12000.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12007.564453 Penalty: 1932.261719
	Iteration 34Q: 3 clusters Score -12007.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12007.564453 Penalty: 1932.261719
	Iteration 35F: 3 clusters Score -12007.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 107271 members 
Mstep: Class 2 contains 11710 members 
Mstep: Class 3 contains 6945 members 
Mstep: Class 4 contains 124461 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1507 members 
Mstep: Class 7 contains 6827 members 
Mstep: Class 8 contains 9740 members 
Mstep: Class 9 contains 62080 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 105070 members 
Mstep: Class 12 contains 101139 members 
Mstep: Class 13 contains 103896 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3207 members 
Mstep: Class 16 contains 83799 members 
Mstep: Class 17 contains 24556 members 
Mstep: Class 18 contains 14401 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4744 members 
Mstep: Class 26 contains 21283 members 
Mstep: Class 27 contains 6659 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9458 members 
Mstep: Class 30 contains 33907 members 
Mstep: Class 31 contains 26828 members 
Mstep: Class 32 contains 1969 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3012 members 
Mstep: Class 35 contains 17702 members 
Mstep: Class 36 contains 6482 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 232 members 
Mstep: Class 40 contains 1112 members 
Mstep: Class 41 contains 150 members 
Entering Unmasked Estep 
Score: -111775680.000000 Penalty: 91479.007812
Splitting cluster 39 changes total score from -111776616.000000 to -111775680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (1112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Entering Unmasked Estep 
Score: -134632.515625 Penalty: 1139.761230
	Iteration 0F: 2 clusters Score -134632.5 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 566 members 
Entering Unmasked Estep 
Score: -133091.953125 Penalty: 2279.522461
	Iteration 0F: 3 clusters Score -133092 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -133400.390625 Penalty: 2279.522461
	Iteration 1F: 3 clusters Score -133400.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -133496.031250 Penalty: 2279.522461
	Iteration 2F: 3 clusters Score -133496 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -133542.250000 Penalty: 2279.522461
	Iteration 3Q: 3 clusters Score -133542.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -133574.781250 Penalty: 2279.522461
	Iteration 4Q: 3 clusters Score -133574.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -133613.390625 Penalty: 2279.522461
	Iteration 5Q: 3 clusters Score -133613.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -133640.875000 Penalty: 2279.522461
	Iteration 6Q: 3 clusters Score -133640.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -133668.437500 Penalty: 2279.522461
	Iteration 7Q: 3 clusters Score -133668.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -133687.109375 Penalty: 2279.522461
	Iteration 8Q: 3 clusters Score -133687.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -133709.562500 Penalty: 2279.522461
	Iteration 9Q: 3 clusters Score -133709.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -133728.375000 Penalty: 2279.522461
	Iteration 10Q: 3 clusters Score -133728.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -133752.609375 Penalty: 2279.522461
	Iteration 11Q: 3 clusters Score -133752.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -133780.578125 Penalty: 2279.522461
	Iteration 12Q: 3 clusters Score -133780.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -133810.875000 Penalty: 2279.522461
	Iteration 13Q: 3 clusters Score -133810.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -133834.796875 Penalty: 2279.522461
	Iteration 14Q: 3 clusters Score -133834.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -133857.218750 Penalty: 2279.522461
	Iteration 15Q: 3 clusters Score -133857.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -133866.171875 Penalty: 2279.522461
	Iteration 16Q: 3 clusters Score -133866.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -133871.000000 Penalty: 2279.522461
	Iteration 17Q: 3 clusters Score -133871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -133872.312500 Penalty: 2279.522461
	Iteration 18Q: 3 clusters Score -133872.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -133874.625000 Penalty: 2279.522461
	Iteration 19Q: 3 clusters Score -133874.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -133878.125000 Penalty: 2279.522461
	Iteration 20F: 3 clusters Score -133878.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -133879.703125 Penalty: 2279.522461
	Iteration 21Q: 3 clusters Score -133879.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -133881.343750 Penalty: 2279.522461
	Iteration 22Q: 3 clusters Score -133881.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -133881.343750 Penalty: 2279.522461
	Iteration 23F: 3 clusters Score -133881.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 107271 members 
Mstep: Class 2 contains 11710 members 
Mstep: Class 3 contains 6945 members 
Mstep: Class 4 contains 124461 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1507 members 
Mstep: Class 7 contains 6827 members 
Mstep: Class 8 contains 9740 members 
Mstep: Class 9 contains 62080 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 105070 members 
Mstep: Class 12 contains 101139 members 
Mstep: Class 13 contains 103896 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3207 members 
Mstep: Class 16 contains 83799 members 
Mstep: Class 17 contains 24556 members 
Mstep: Class 18 contains 14401 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4744 members 
Mstep: Class 26 contains 21283 members 
Mstep: Class 27 contains 6659 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9458 members 
Mstep: Class 30 contains 33907 members 
Mstep: Class 31 contains 26828 members 
Mstep: Class 32 contains 1969 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3012 members 
Mstep: Class 35 contains 17702 members 
Mstep: Class 36 contains 6482 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776816.000000 Penalty: 89247.812500
Iteration 199Q: 41 clusters Score -1.117768e+08 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 107209 members 
Mstep: Class 2 contains 11711 members 
Mstep: Class 3 contains 6944 members 
Mstep: Class 4 contains 124524 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1507 members 
Mstep: Class 7 contains 6815 members 
Mstep: Class 8 contains 9738 members 
Mstep: Class 9 contains 62207 members 
Mstep: Class 10 contains 2506 members 
Mstep: Class 11 contains 105085 members 
Mstep: Class 12 contains 101136 members 
Mstep: Class 13 contains 103684 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3208 members 
Mstep: Class 16 contains 83729 members 
Mstep: Class 17 contains 24565 members 
Mstep: Class 18 contains 14396 members 
Mstep: Class 19 contains 2821 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 7330 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4752 members 
Mstep: Class 26 contains 21260 members 
Mstep: Class 27 contains 6659 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9459 members 
Mstep: Class 30 contains 33915 members 
Mstep: Class 31 contains 26996 members 
Mstep: Class 32 contains 1969 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3011 members 
Mstep: Class 35 contains 17702 members 
Mstep: Class 36 contains 6484 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776680.000000 Penalty: 89247.812500
Iteration 200F: 41 clusters Score -1.117767e+08 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 107131 members 
Mstep: Class 2 contains 11716 members 
Mstep: Class 3 contains 6946 members 
Mstep: Class 4 contains 124618 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1507 members 
Mstep: Class 7 contains 6798 members 
Mstep: Class 8 contains 9739 members 
Mstep: Class 9 contains 62377 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 105098 members 
Mstep: Class 12 contains 101108 members 
Mstep: Class 13 contains 103456 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3207 members 
Mstep: Class 16 contains 83625 members 
Mstep: Class 17 contains 24582 members 
Mstep: Class 18 contains 14397 members 
Mstep: Class 19 contains 2819 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7327 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4754 members 
Mstep: Class 26 contains 21237 members 
Mstep: Class 27 contains 6654 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9462 members 
Mstep: Class 30 contains 33930 members 
Mstep: Class 31 contains 27153 members 
Mstep: Class 32 contains 1967 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3011 members 
Mstep: Class 35 contains 17707 members 
Mstep: Class 36 contains 6488 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776824.000000 Penalty: 89247.812500
Iteration 201Q: 41 clusters Score -1.117768e+08 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 107092 members 
Mstep: Class 2 contains 11728 members 
Mstep: Class 3 contains 6946 members 
Mstep: Class 4 contains 124667 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 8 contains 9740 members 
Mstep: Class 9 contains 62595 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 105081 members 
Mstep: Class 12 contains 101047 members 
Mstep: Class 13 contains 103275 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3206 members 
Mstep: Class 16 contains 83510 members 
Mstep: Class 17 contains 24583 members 
Mstep: Class 18 contains 14394 members 
Mstep: Class 19 contains 2814 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7329 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4754 members 
Mstep: Class 26 contains 21191 members 
Mstep: Class 27 contains 6657 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9461 members 
Mstep: Class 30 contains 33942 members 
Mstep: Class 31 contains 27329 members 
Mstep: Class 32 contains 1965 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3011 members 
Mstep: Class 35 contains 17709 members 
Mstep: Class 36 contains 6491 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111777016.000000 Penalty: 89247.812500
Iteration 202Q: 41 clusters Score -1.11777e+08 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 107036 members 
Mstep: Class 2 contains 11718 members 
Mstep: Class 3 contains 6950 members 
Mstep: Class 4 contains 124698 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 6782 members 
Mstep: Class 8 contains 9739 members 
Mstep: Class 9 contains 62882 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 105097 members 
Mstep: Class 12 contains 100989 members 
Mstep: Class 13 contains 103053 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3209 members 
Mstep: Class 16 contains 83388 members 
Mstep: Class 17 contains 24581 members 
Mstep: Class 18 contains 14397 members 
Mstep: Class 19 contains 2813 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7336 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4756 members 
Mstep: Class 26 contains 21133 members 
Mstep: Class 27 contains 6656 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9461 members 
Mstep: Class 30 contains 33952 members 
Mstep: Class 31 contains 27503 members 
Mstep: Class 32 contains 1966 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3010 members 
Mstep: Class 35 contains 17709 members 
Mstep: Class 36 contains 6492 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111777152.000000 Penalty: 89247.812500
Iteration 203Q: 41 clusters Score -1.117772e+08 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 107010 members 
Mstep: Class 2 contains 11727 members 
Mstep: Class 3 contains 6952 members 
Mstep: Class 4 contains 124669 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 6779 members 
Mstep: Class 8 contains 9736 members 
Mstep: Class 9 contains 63189 members 
Mstep: Class 10 contains 2513 members 
Mstep: Class 11 contains 105089 members 
Mstep: Class 12 contains 100945 members 
Mstep: Class 13 contains 102832 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3213 members 
Mstep: Class 16 contains 83240 members 
Mstep: Class 17 contains 24567 members 
Mstep: Class 18 contains 14396 members 
Mstep: Class 19 contains 2808 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7347 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4761 members 
Mstep: Class 26 contains 21093 members 
Mstep: Class 27 contains 6656 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9462 members 
Mstep: Class 30 contains 33959 members 
Mstep: Class 31 contains 27691 members 
Mstep: Class 32 contains 1968 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3008 members 
Mstep: Class 35 contains 17709 members 
Mstep: Class 36 contains 6496 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776976.000000 Penalty: 89247.812500
Iteration 204Q: 41 clusters Score -1.11777e+08 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 107012 members 
Mstep: Class 2 contains 11723 members 
Mstep: Class 3 contains 6954 members 
Mstep: Class 4 contains 124622 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 6767 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 63478 members 
Mstep: Class 10 contains 2515 members 
Mstep: Class 11 contains 105065 members 
Mstep: Class 12 contains 100902 members 
Mstep: Class 13 contains 102655 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3218 members 
Mstep: Class 16 contains 83067 members 
Mstep: Class 17 contains 24553 members 
Mstep: Class 18 contains 14399 members 
Mstep: Class 19 contains 2802 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7360 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 21062 members 
Mstep: Class 27 contains 6661 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9462 members 
Mstep: Class 30 contains 33975 members 
Mstep: Class 31 contains 27888 members 
Mstep: Class 32 contains 1969 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3004 members 
Mstep: Class 35 contains 17712 members 
Mstep: Class 36 contains 6502 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111777096.000000 Penalty: 89247.812500
Iteration 205Q: 41 clusters Score -1.117771e+08 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106995 members 
Mstep: Class 2 contains 11716 members 
Mstep: Class 3 contains 6955 members 
Mstep: Class 4 contains 124567 members 
Mstep: Class 5 contains 1114 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 6755 members 
Mstep: Class 8 contains 9717 members 
Mstep: Class 9 contains 63763 members 
Mstep: Class 10 contains 2517 members 
Mstep: Class 11 contains 105055 members 
Mstep: Class 12 contains 100839 members 
Mstep: Class 13 contains 102549 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3219 members 
Mstep: Class 16 contains 82890 members 
Mstep: Class 17 contains 24542 members 
Mstep: Class 18 contains 14401 members 
Mstep: Class 19 contains 2797 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7376 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4773 members 
Mstep: Class 26 contains 21022 members 
Mstep: Class 27 contains 6660 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9464 members 
Mstep: Class 30 contains 33984 members 
Mstep: Class 31 contains 28072 members 
Mstep: Class 32 contains 1965 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 3000 members 
Mstep: Class 35 contains 17718 members 
Mstep: Class 36 contains 6503 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111777192.000000 Penalty: 89247.812500
Iteration 206Q: 41 clusters Score -1.117772e+08 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 107003 members 
Mstep: Class 2 contains 11721 members 
Mstep: Class 3 contains 6957 members 
Mstep: Class 4 contains 124487 members 
Mstep: Class 5 contains 1114 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 6732 members 
Mstep: Class 8 contains 9715 members 
Mstep: Class 9 contains 64027 members 
Mstep: Class 10 contains 2514 members 
Mstep: Class 11 contains 105028 members 
Mstep: Class 12 contains 100765 members 
Mstep: Class 13 contains 102434 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3218 members 
Mstep: Class 16 contains 82714 members 
Mstep: Class 17 contains 24543 members 
Mstep: Class 18 contains 14401 members 
Mstep: Class 19 contains 2792 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7383 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4775 members 
Mstep: Class 26 contains 21018 members 
Mstep: Class 27 contains 6659 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9464 members 
Mstep: Class 30 contains 33987 members 
Mstep: Class 31 contains 28283 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2997 members 
Mstep: Class 35 contains 17728 members 
Mstep: Class 36 contains 6509 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776976.000000 Penalty: 89247.812500
Iteration 207Q: 41 clusters Score -1.11777e+08 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106988 members 
Mstep: Class 2 contains 11728 members 
Mstep: Class 3 contains 6961 members 
Mstep: Class 4 contains 124409 members 
Mstep: Class 5 contains 1114 members 
Mstep: Class 6 contains 1507 members 
Mstep: Class 7 contains 6714 members 
Mstep: Class 8 contains 9711 members 
Mstep: Class 9 contains 64302 members 
Mstep: Class 10 contains 2514 members 
Mstep: Class 11 contains 105005 members 
Mstep: Class 12 contains 100719 members 
Mstep: Class 13 contains 102295 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3217 members 
Mstep: Class 16 contains 82534 members 
Mstep: Class 17 contains 24533 members 
Mstep: Class 18 contains 14402 members 
Mstep: Class 19 contains 2789 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7393 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4776 members 
Mstep: Class 26 contains 21013 members 
Mstep: Class 27 contains 6660 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9464 members 
Mstep: Class 30 contains 34004 members 
Mstep: Class 31 contains 28488 members 
Mstep: Class 32 contains 1958 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2995 members 
Mstep: Class 35 contains 17733 members 
Mstep: Class 36 contains 6508 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776752.000000 Penalty: 89247.812500
Iteration 208Q: 41 clusters Score -1.117768e+08 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106978 members 
Mstep: Class 2 contains 11722 members 
Mstep: Class 3 contains 6964 members 
Mstep: Class 4 contains 124363 members 
Mstep: Class 5 contains 1115 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 6699 members 
Mstep: Class 8 contains 9711 members 
Mstep: Class 9 contains 64594 members 
Mstep: Class 10 contains 2514 members 
Mstep: Class 11 contains 104949 members 
Mstep: Class 12 contains 100690 members 
Mstep: Class 13 contains 102166 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3216 members 
Mstep: Class 16 contains 82331 members 
Mstep: Class 17 contains 24520 members 
Mstep: Class 18 contains 14395 members 
Mstep: Class 19 contains 2788 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7405 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4775 members 
Mstep: Class 26 contains 21002 members 
Mstep: Class 27 contains 6660 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9466 members 
Mstep: Class 30 contains 34025 members 
Mstep: Class 31 contains 28682 members 
Mstep: Class 32 contains 1957 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2992 members 
Mstep: Class 35 contains 17737 members 
Mstep: Class 36 contains 6510 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776848.000000 Penalty: 89247.812500
Iteration 209Q: 41 clusters Score -1.117768e+08 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106967 members 
Mstep: Class 2 contains 11725 members 
Mstep: Class 3 contains 6967 members 
Mstep: Class 4 contains 124289 members 
Mstep: Class 5 contains 1115 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 6685 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 64920 members 
Mstep: Class 10 contains 2516 members 
Mstep: Class 11 contains 104912 members 
Mstep: Class 12 contains 100665 members 
Mstep: Class 13 contains 102023 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 82122 members 
Mstep: Class 17 contains 24514 members 
Mstep: Class 18 contains 14382 members 
Mstep: Class 19 contains 2789 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7417 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4774 members 
Mstep: Class 26 contains 20974 members 
Mstep: Class 27 contains 6659 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9467 members 
Mstep: Class 30 contains 34059 members 
Mstep: Class 31 contains 28873 members 
Mstep: Class 32 contains 1958 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2990 members 
Mstep: Class 35 contains 17739 members 
Mstep: Class 36 contains 6504 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111777200.000000 Penalty: 89247.812500
Iteration 210Q: 41 clusters Score -1.117772e+08 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106978 members 
Mstep: Class 2 contains 11714 members 
Mstep: Class 3 contains 6967 members 
Mstep: Class 4 contains 124187 members 
Mstep: Class 5 contains 1115 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 9704 members 
Mstep: Class 9 contains 65251 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 104905 members 
Mstep: Class 12 contains 100613 members 
Mstep: Class 13 contains 101883 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 81904 members 
Mstep: Class 17 contains 24500 members 
Mstep: Class 18 contains 14384 members 
Mstep: Class 19 contains 2783 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7425 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4772 members 
Mstep: Class 26 contains 20946 members 
Mstep: Class 27 contains 6665 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9467 members 
Mstep: Class 30 contains 34080 members 
Mstep: Class 31 contains 29078 members 
Mstep: Class 32 contains 1959 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2988 members 
Mstep: Class 35 contains 17744 members 
Mstep: Class 36 contains 6506 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111777680.000000 Penalty: 89247.812500
Iteration 211Q: 41 clusters Score -1.117777e+08 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106973 members 
Mstep: Class 2 contains 11707 members 
Mstep: Class 3 contains 6964 members 
Mstep: Class 4 contains 124109 members 
Mstep: Class 5 contains 1115 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 6657 members 
Mstep: Class 8 contains 9701 members 
Mstep: Class 9 contains 65616 members 
Mstep: Class 10 contains 2524 members 
Mstep: Class 11 contains 104882 members 
Mstep: Class 12 contains 100557 members 
Mstep: Class 13 contains 101722 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3215 members 
Mstep: Class 16 contains 81695 members 
Mstep: Class 17 contains 24495 members 
Mstep: Class 18 contains 14381 members 
Mstep: Class 19 contains 2781 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7432 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 4774 members 
Mstep: Class 26 contains 20911 members 
Mstep: Class 27 contains 6666 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9467 members 
Mstep: Class 30 contains 34102 members 
Mstep: Class 31 contains 29277 members 
Mstep: Class 32 contains 1959 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2986 members 
Mstep: Class 35 contains 17747 members 
Mstep: Class 36 contains 6509 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778080.000000 Penalty: 89247.812500
Iteration 212Q: 41 clusters Score -1.117781e+08 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106965 members 
Mstep: Class 2 contains 11705 members 
Mstep: Class 3 contains 6964 members 
Mstep: Class 4 contains 124047 members 
Mstep: Class 5 contains 1115 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 6625 members 
Mstep: Class 8 contains 9697 members 
Mstep: Class 9 contains 65958 members 
Mstep: Class 10 contains 2525 members 
Mstep: Class 11 contains 104880 members 
Mstep: Class 12 contains 100501 members 
Mstep: Class 13 contains 101544 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 81462 members 
Mstep: Class 17 contains 24498 members 
Mstep: Class 18 contains 14380 members 
Mstep: Class 19 contains 2781 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7449 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4774 members 
Mstep: Class 26 contains 20884 members 
Mstep: Class 27 contains 6667 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9466 members 
Mstep: Class 30 contains 34131 members 
Mstep: Class 31 contains 29487 members 
Mstep: Class 32 contains 1957 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2988 members 
Mstep: Class 35 contains 17750 members 
Mstep: Class 36 contains 6509 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778112.000000 Penalty: 89247.812500
Iteration 213Q: 41 clusters Score -1.117781e+08 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106915 members 
Mstep: Class 2 contains 11698 members 
Mstep: Class 3 contains 6965 members 
Mstep: Class 4 contains 124019 members 
Mstep: Class 5 contains 1115 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 6603 members 
Mstep: Class 8 contains 9695 members 
Mstep: Class 9 contains 66315 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 104864 members 
Mstep: Class 12 contains 100406 members 
Mstep: Class 13 contains 101382 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3215 members 
Mstep: Class 16 contains 81233 members 
Mstep: Class 17 contains 24519 members 
Mstep: Class 18 contains 14385 members 
Mstep: Class 19 contains 2775 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7461 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4769 members 
Mstep: Class 26 contains 20863 members 
Mstep: Class 27 contains 6666 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9466 members 
Mstep: Class 30 contains 34149 members 
Mstep: Class 31 contains 29709 members 
Mstep: Class 32 contains 1955 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2991 members 
Mstep: Class 35 contains 17755 members 
Mstep: Class 36 contains 6510 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778232.000000 Penalty: 89247.812500
Iteration 214Q: 41 clusters Score -1.117782e+08 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106853 members 
Mstep: Class 2 contains 11700 members 
Mstep: Class 3 contains 6966 members 
Mstep: Class 4 contains 123976 members 
Mstep: Class 5 contains 1115 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 6570 members 
Mstep: Class 8 contains 9696 members 
Mstep: Class 9 contains 66622 members 
Mstep: Class 10 contains 2522 members 
Mstep: Class 11 contains 104866 members 
Mstep: Class 12 contains 100346 members 
Mstep: Class 13 contains 101268 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3217 members 
Mstep: Class 16 contains 81004 members 
Mstep: Class 17 contains 24529 members 
Mstep: Class 18 contains 14385 members 
Mstep: Class 19 contains 2776 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7472 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4763 members 
Mstep: Class 26 contains 20821 members 
Mstep: Class 27 contains 6667 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9465 members 
Mstep: Class 30 contains 34172 members 
Mstep: Class 31 contains 29931 members 
Mstep: Class 32 contains 1957 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2991 members 
Mstep: Class 35 contains 17759 members 
Mstep: Class 36 contains 6513 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778448.000000 Penalty: 89247.812500
Iteration 215Q: 41 clusters Score -1.117784e+08 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106796 members 
Mstep: Class 2 contains 11699 members 
Mstep: Class 3 contains 6964 members 
Mstep: Class 4 contains 123961 members 
Mstep: Class 5 contains 1115 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 6531 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 66928 members 
Mstep: Class 10 contains 2524 members 
Mstep: Class 11 contains 104862 members 
Mstep: Class 12 contains 100299 members 
Mstep: Class 13 contains 101142 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3220 members 
Mstep: Class 16 contains 80753 members 
Mstep: Class 17 contains 24530 members 
Mstep: Class 18 contains 14378 members 
Mstep: Class 19 contains 2778 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7484 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4762 members 
Mstep: Class 26 contains 20799 members 
Mstep: Class 27 contains 6665 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9464 members 
Mstep: Class 30 contains 34206 members 
Mstep: Class 31 contains 30148 members 
Mstep: Class 32 contains 1956 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2990 members 
Mstep: Class 35 contains 17764 members 
Mstep: Class 36 contains 6515 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778696.000000 Penalty: 89247.812500
Iteration 216Q: 41 clusters Score -1.117787e+08 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106704 members 
Mstep: Class 2 contains 11697 members 
Mstep: Class 3 contains 6956 members 
Mstep: Class 4 contains 123897 members 
Mstep: Class 5 contains 1115 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 6492 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 67271 members 
Mstep: Class 10 contains 2525 members 
Mstep: Class 11 contains 104892 members 
Mstep: Class 12 contains 100277 members 
Mstep: Class 13 contains 101001 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3222 members 
Mstep: Class 16 contains 80514 members 
Mstep: Class 17 contains 24532 members 
Mstep: Class 18 contains 14377 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7495 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4764 members 
Mstep: Class 26 contains 20768 members 
Mstep: Class 27 contains 6668 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9462 members 
Mstep: Class 30 contains 34228 members 
Mstep: Class 31 contains 30382 members 
Mstep: Class 32 contains 1955 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2991 members 
Mstep: Class 35 contains 17764 members 
Mstep: Class 36 contains 6514 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778640.000000 Penalty: 89247.812500
Iteration 217Q: 41 clusters Score -1.117786e+08 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106585 members 
Mstep: Class 2 contains 11698 members 
Mstep: Class 3 contains 6954 members 
Mstep: Class 4 contains 123857 members 
Mstep: Class 5 contains 1115 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 6455 members 
Mstep: Class 8 contains 9689 members 
Mstep: Class 9 contains 67599 members 
Mstep: Class 10 contains 2524 members 
Mstep: Class 11 contains 104947 members 
Mstep: Class 12 contains 100286 members 
Mstep: Class 13 contains 100884 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3224 members 
Mstep: Class 16 contains 80236 members 
Mstep: Class 17 contains 24523 members 
Mstep: Class 18 contains 14368 members 
Mstep: Class 19 contains 2774 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7509 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 763 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 20721 members 
Mstep: Class 27 contains 6668 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9462 members 
Mstep: Class 30 contains 34246 members 
Mstep: Class 31 contains 30606 members 
Mstep: Class 32 contains 1954 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2990 members 
Mstep: Class 35 contains 17767 members 
Mstep: Class 36 contains 6510 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778576.000000 Penalty: 89247.812500
Iteration 218Q: 41 clusters Score -1.117786e+08 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106485 members 
Mstep: Class 2 contains 11703 members 
Mstep: Class 3 contains 6946 members 
Mstep: Class 4 contains 123803 members 
Mstep: Class 5 contains 1115 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 6430 members 
Mstep: Class 8 contains 9685 members 
Mstep: Class 9 contains 67990 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 104973 members 
Mstep: Class 12 contains 100286 members 
Mstep: Class 13 contains 100688 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3223 members 
Mstep: Class 16 contains 79959 members 
Mstep: Class 17 contains 24525 members 
Mstep: Class 18 contains 14363 members 
Mstep: Class 19 contains 2769 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7519 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 763 members 
Mstep: Class 25 contains 4775 members 
Mstep: Class 26 contains 20687 members 
Mstep: Class 27 contains 6669 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9462 members 
Mstep: Class 30 contains 34267 members 
Mstep: Class 31 contains 30859 members 
Mstep: Class 32 contains 1954 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2990 members 
Mstep: Class 35 contains 17767 members 
Mstep: Class 36 contains 6507 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778712.000000 Penalty: 89247.812500
Iteration 219Q: 41 clusters Score -1.117787e+08 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106387 members 
Mstep: Class 2 contains 11702 members 
Mstep: Class 3 contains 6947 members 
Mstep: Class 4 contains 123705 members 
Mstep: Class 5 contains 1114 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 6399 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 68388 members 
Mstep: Class 10 contains 2522 members 
Mstep: Class 11 contains 104986 members 
Mstep: Class 12 contains 100304 members 
Mstep: Class 13 contains 100569 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3223 members 
Mstep: Class 16 contains 79666 members 
Mstep: Class 17 contains 24539 members 
Mstep: Class 18 contains 14345 members 
Mstep: Class 19 contains 2765 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7527 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 763 members 
Mstep: Class 25 contains 4768 members 
Mstep: Class 26 contains 20638 members 
Mstep: Class 27 contains 6671 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9463 members 
Mstep: Class 30 contains 34279 members 
Mstep: Class 31 contains 31116 members 
Mstep: Class 32 contains 1949 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2989 members 
Mstep: Class 35 contains 17770 members 
Mstep: Class 36 contains 6501 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111778776.000000 Penalty: 89247.812500
Iteration 220F: 41 clusters Score -1.117788e+08 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106341 members 
Mstep: Class 2 contains 11697 members 
Mstep: Class 3 contains 6949 members 
Mstep: Class 4 contains 123679 members 
Mstep: Class 5 contains 1115 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 6373 members 
Mstep: Class 8 contains 9687 members 
Mstep: Class 9 contains 68753 members 
Mstep: Class 10 contains 2522 members 
Mstep: Class 11 contains 104963 members 
Mstep: Class 12 contains 100251 members 
Mstep: Class 13 contains 100452 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3223 members 
Mstep: Class 16 contains 79357 members 
Mstep: Class 17 contains 24549 members 
Mstep: Class 18 contains 14334 members 
Mstep: Class 19 contains 2762 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7541 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 763 members 
Mstep: Class 25 contains 4762 members 
Mstep: Class 26 contains 20595 members 
Mstep: Class 27 contains 6676 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9461 members 
Mstep: Class 30 contains 34296 members 
Mstep: Class 31 contains 31374 members 
Mstep: Class 32 contains 1948 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2988 members 
Mstep: Class 35 contains 17774 members 
Mstep: Class 36 contains 6501 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779064.000000 Penalty: 89247.812500
Iteration 221Q: 41 clusters Score -1.117791e+08 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106316 members 
Mstep: Class 2 contains 11701 members 
Mstep: Class 3 contains 6949 members 
Mstep: Class 4 contains 123591 members 
Mstep: Class 5 contains 1114 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 6357 members 
Mstep: Class 8 contains 9682 members 
Mstep: Class 9 contains 69102 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 104970 members 
Mstep: Class 12 contains 100217 members 
Mstep: Class 13 contains 100318 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3223 members 
Mstep: Class 16 contains 79058 members 
Mstep: Class 17 contains 24565 members 
Mstep: Class 18 contains 14321 members 
Mstep: Class 19 contains 2760 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7554 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 763 members 
Mstep: Class 25 contains 4759 members 
Mstep: Class 26 contains 20559 members 
Mstep: Class 27 contains 6678 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9460 members 
Mstep: Class 30 contains 34312 members 
Mstep: Class 31 contains 31622 members 
Mstep: Class 32 contains 1947 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2989 members 
Mstep: Class 35 contains 17776 members 
Mstep: Class 36 contains 6503 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779552.000000 Penalty: 89247.812500
Iteration 222Q: 41 clusters Score -1.117796e+08 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106281 members 
Mstep: Class 2 contains 11700 members 
Mstep: Class 3 contains 6946 members 
Mstep: Class 4 contains 123492 members 
Mstep: Class 5 contains 1114 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 6332 members 
Mstep: Class 8 contains 9675 members 
Mstep: Class 9 contains 69463 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 104951 members 
Mstep: Class 12 contains 100195 members 
Mstep: Class 13 contains 100210 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3222 members 
Mstep: Class 16 contains 78750 members 
Mstep: Class 17 contains 24576 members 
Mstep: Class 18 contains 14317 members 
Mstep: Class 19 contains 2759 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7570 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 763 members 
Mstep: Class 25 contains 4753 members 
Mstep: Class 26 contains 20521 members 
Mstep: Class 27 contains 6677 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9459 members 
Mstep: Class 30 contains 34324 members 
Mstep: Class 31 contains 31907 members 
Mstep: Class 32 contains 1946 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2989 members 
Mstep: Class 35 contains 17775 members 
Mstep: Class 36 contains 6499 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779848.000000 Penalty: 89247.812500
Iteration 223Q: 41 clusters Score -1.117798e+08 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106272 members 
Mstep: Class 2 contains 11700 members 
Mstep: Class 3 contains 6956 members 
Mstep: Class 4 contains 123387 members 
Mstep: Class 5 contains 1114 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 6301 members 
Mstep: Class 8 contains 9670 members 
Mstep: Class 9 contains 69809 members 
Mstep: Class 10 contains 2521 members 
Mstep: Class 11 contains 104965 members 
Mstep: Class 12 contains 100168 members 
Mstep: Class 13 contains 100067 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3221 members 
Mstep: Class 16 contains 78437 members 
Mstep: Class 17 contains 24584 members 
Mstep: Class 18 contains 14313 members 
Mstep: Class 19 contains 2758 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7585 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 763 members 
Mstep: Class 25 contains 4753 members 
Mstep: Class 26 contains 20483 members 
Mstep: Class 27 contains 6675 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9461 members 
Mstep: Class 30 contains 34347 members 
Mstep: Class 31 contains 32165 members 
Mstep: Class 32 contains 1945 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2988 members 
Mstep: Class 35 contains 17775 members 
Mstep: Class 36 contains 6503 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779560.000000 Penalty: 89247.812500
Iteration 224Q: 41 clusters Score -1.117796e+08 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106262 members 
Mstep: Class 2 contains 11696 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 123316 members 
Mstep: Class 5 contains 1114 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 6271 members 
Mstep: Class 8 contains 9669 members 
Mstep: Class 9 contains 70161 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 104982 members 
Mstep: Class 12 contains 100133 members 
Mstep: Class 13 contains 99904 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3221 members 
Mstep: Class 16 contains 78121 members 
Mstep: Class 17 contains 24597 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 2757 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7598 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 763 members 
Mstep: Class 25 contains 4756 members 
Mstep: Class 26 contains 20453 members 
Mstep: Class 27 contains 6673 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9460 members 
Mstep: Class 30 contains 34370 members 
Mstep: Class 31 contains 32403 members 
Mstep: Class 32 contains 1940 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2987 members 
Mstep: Class 35 contains 17778 members 
Mstep: Class 36 contains 6508 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779768.000000 Penalty: 89247.812500
Iteration 225Q: 41 clusters Score -1.117798e+08 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106247 members 
Mstep: Class 2 contains 11676 members 
Mstep: Class 3 contains 6972 members 
Mstep: Class 4 contains 123215 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 6249 members 
Mstep: Class 8 contains 9670 members 
Mstep: Class 9 contains 70529 members 
Mstep: Class 10 contains 2527 members 
Mstep: Class 11 contains 104988 members 
Mstep: Class 12 contains 100130 members 
Mstep: Class 13 contains 99753 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3219 members 
Mstep: Class 16 contains 77792 members 
Mstep: Class 17 contains 24611 members 
Mstep: Class 18 contains 14302 members 
Mstep: Class 19 contains 2751 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7603 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 763 members 
Mstep: Class 25 contains 4760 members 
Mstep: Class 26 contains 20429 members 
Mstep: Class 27 contains 6667 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9460 members 
Mstep: Class 30 contains 34391 members 
Mstep: Class 31 contains 32655 members 
Mstep: Class 32 contains 1939 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2986 members 
Mstep: Class 35 contains 17780 members 
Mstep: Class 36 contains 6510 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111779800.000000 Penalty: 89247.812500
Iteration 226Q: 41 clusters Score -1.117798e+08 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106243 members 
Mstep: Class 2 contains 11660 members 
Mstep: Class 3 contains 6975 members 
Mstep: Class 4 contains 123113 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 6225 members 
Mstep: Class 8 contains 9664 members 
Mstep: Class 9 contains 70891 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 104947 members 
Mstep: Class 12 contains 100163 members 
Mstep: Class 13 contains 99557 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3219 members 
Mstep: Class 16 contains 77495 members 
Mstep: Class 17 contains 24621 members 
Mstep: Class 18 contains 14300 members 
Mstep: Class 19 contains 2751 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7614 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 763 members 
Mstep: Class 25 contains 4763 members 
Mstep: Class 26 contains 20413 members 
Mstep: Class 27 contains 6671 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9459 members 
Mstep: Class 30 contains 34399 members 
Mstep: Class 31 contains 32922 members 
Mstep: Class 32 contains 1937 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2988 members 
Mstep: Class 35 contains 17783 members 
Mstep: Class 36 contains 6509 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780048.000000 Penalty: 89247.812500
Iteration 227Q: 41 clusters Score -1.1178e+08 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106217 members 
Mstep: Class 2 contains 11652 members 
Mstep: Class 3 contains 6975 members 
Mstep: Class 4 contains 122999 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 6202 members 
Mstep: Class 8 contains 9661 members 
Mstep: Class 9 contains 71245 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 104958 members 
Mstep: Class 12 contains 100169 members 
Mstep: Class 13 contains 99359 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3220 members 
Mstep: Class 16 contains 77215 members 
Mstep: Class 17 contains 24634 members 
Mstep: Class 18 contains 14297 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7625 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 20382 members 
Mstep: Class 27 contains 6673 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9460 members 
Mstep: Class 30 contains 34408 members 
Mstep: Class 31 contains 33190 members 
Mstep: Class 32 contains 1936 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2987 members 
Mstep: Class 35 contains 17787 members 
Mstep: Class 36 contains 6512 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780672.000000 Penalty: 89247.812500
Iteration 228Q: 41 clusters Score -1.117807e+08 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106211 members 
Mstep: Class 2 contains 11645 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 122884 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 6175 members 
Mstep: Class 8 contains 9657 members 
Mstep: Class 9 contains 71588 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 104954 members 
Mstep: Class 12 contains 100134 members 
Mstep: Class 13 contains 99250 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3219 members 
Mstep: Class 16 contains 76911 members 
Mstep: Class 17 contains 24644 members 
Mstep: Class 18 contains 14294 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7641 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4768 members 
Mstep: Class 26 contains 20346 members 
Mstep: Class 27 contains 6682 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9459 members 
Mstep: Class 30 contains 34421 members 
Mstep: Class 31 contains 33456 members 
Mstep: Class 32 contains 1934 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2984 members 
Mstep: Class 35 contains 17787 members 
Mstep: Class 36 contains 6511 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780544.000000 Penalty: 89247.812500
Iteration 229Q: 41 clusters Score -1.117805e+08 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106184 members 
Mstep: Class 2 contains 11625 members 
Mstep: Class 3 contains 6982 members 
Mstep: Class 4 contains 122740 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 6151 members 
Mstep: Class 8 contains 9654 members 
Mstep: Class 9 contains 71941 members 
Mstep: Class 10 contains 2536 members 
Mstep: Class 11 contains 104961 members 
Mstep: Class 12 contains 100109 members 
Mstep: Class 13 contains 99145 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3220 members 
Mstep: Class 16 contains 76628 members 
Mstep: Class 17 contains 24645 members 
Mstep: Class 18 contains 14289 members 
Mstep: Class 19 contains 2744 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7655 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 20304 members 
Mstep: Class 27 contains 6683 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9459 members 
Mstep: Class 30 contains 34433 members 
Mstep: Class 31 contains 33731 members 
Mstep: Class 32 contains 1930 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2987 members 
Mstep: Class 35 contains 17790 members 
Mstep: Class 36 contains 6512 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780776.000000 Penalty: 89247.812500
Iteration 230Q: 41 clusters Score -1.117808e+08 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106185 members 
Mstep: Class 2 contains 11627 members 
Mstep: Class 3 contains 6986 members 
Mstep: Class 4 contains 122610 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 6125 members 
Mstep: Class 8 contains 9657 members 
Mstep: Class 9 contains 72267 members 
Mstep: Class 10 contains 2543 members 
Mstep: Class 11 contains 104942 members 
Mstep: Class 12 contains 100092 members 
Mstep: Class 13 contains 99005 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3221 members 
Mstep: Class 16 contains 76379 members 
Mstep: Class 17 contains 24661 members 
Mstep: Class 18 contains 14280 members 
Mstep: Class 19 contains 2744 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7666 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4776 members 
Mstep: Class 26 contains 20252 members 
Mstep: Class 27 contains 6678 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9460 members 
Mstep: Class 30 contains 34435 members 
Mstep: Class 31 contains 34007 members 
Mstep: Class 32 contains 1926 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2986 members 
Mstep: Class 35 contains 17790 members 
Mstep: Class 36 contains 6510 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780872.000000 Penalty: 89247.812500
Iteration 231Q: 41 clusters Score -1.117809e+08 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106144 members 
Mstep: Class 2 contains 11615 members 
Mstep: Class 3 contains 6987 members 
Mstep: Class 4 contains 122513 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 6089 members 
Mstep: Class 8 contains 9656 members 
Mstep: Class 9 contains 72595 members 
Mstep: Class 10 contains 2543 members 
Mstep: Class 11 contains 104965 members 
Mstep: Class 12 contains 100060 members 
Mstep: Class 13 contains 98850 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3224 members 
Mstep: Class 16 contains 76121 members 
Mstep: Class 17 contains 24668 members 
Mstep: Class 18 contains 14275 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7676 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4782 members 
Mstep: Class 26 contains 20199 members 
Mstep: Class 27 contains 6681 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9459 members 
Mstep: Class 30 contains 34457 members 
Mstep: Class 31 contains 34293 members 
Mstep: Class 32 contains 1926 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2987 members 
Mstep: Class 35 contains 17790 members 
Mstep: Class 36 contains 6514 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111780880.000000 Penalty: 89247.812500
Iteration 232Q: 41 clusters Score -1.117809e+08 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106089 members 
Mstep: Class 2 contains 11607 members 
Mstep: Class 3 contains 6995 members 
Mstep: Class 4 contains 122456 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 6063 members 
Mstep: Class 8 contains 9658 members 
Mstep: Class 9 contains 72896 members 
Mstep: Class 10 contains 2544 members 
Mstep: Class 11 contains 104949 members 
Mstep: Class 12 contains 100021 members 
Mstep: Class 13 contains 98725 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3224 members 
Mstep: Class 16 contains 75888 members 
Mstep: Class 17 contains 24671 members 
Mstep: Class 18 contains 14275 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7701 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4785 members 
Mstep: Class 26 contains 20149 members 
Mstep: Class 27 contains 6684 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9460 members 
Mstep: Class 30 contains 34463 members 
Mstep: Class 31 contains 34551 members 
Mstep: Class 32 contains 1926 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2990 members 
Mstep: Class 35 contains 17792 members 
Mstep: Class 36 contains 6514 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781128.000000 Penalty: 89247.812500
Iteration 233Q: 41 clusters Score -1.117811e+08 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106036 members 
Mstep: Class 2 contains 11612 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 122397 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 6032 members 
Mstep: Class 8 contains 9661 members 
Mstep: Class 9 contains 73144 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 104940 members 
Mstep: Class 12 contains 99994 members 
Mstep: Class 13 contains 98642 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3224 members 
Mstep: Class 16 contains 75669 members 
Mstep: Class 17 contains 24676 members 
Mstep: Class 18 contains 14275 members 
Mstep: Class 19 contains 2730 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7718 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4781 members 
Mstep: Class 26 contains 20106 members 
Mstep: Class 27 contains 6682 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9459 members 
Mstep: Class 30 contains 34469 members 
Mstep: Class 31 contains 34800 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2990 members 
Mstep: Class 35 contains 17793 members 
Mstep: Class 36 contains 6514 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781264.000000 Penalty: 89247.812500
Iteration 234Q: 41 clusters Score -1.117813e+08 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106019 members 
Mstep: Class 2 contains 11609 members 
Mstep: Class 3 contains 6997 members 
Mstep: Class 4 contains 122337 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 6013 members 
Mstep: Class 8 contains 9663 members 
Mstep: Class 9 contains 73387 members 
Mstep: Class 10 contains 2541 members 
Mstep: Class 11 contains 104938 members 
Mstep: Class 12 contains 99957 members 
Mstep: Class 13 contains 98537 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3226 members 
Mstep: Class 16 contains 75477 members 
Mstep: Class 17 contains 24667 members 
Mstep: Class 18 contains 14270 members 
Mstep: Class 19 contains 2725 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7739 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4775 members 
Mstep: Class 26 contains 20060 members 
Mstep: Class 27 contains 6681 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9461 members 
Mstep: Class 30 contains 34466 members 
Mstep: Class 31 contains 35045 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2989 members 
Mstep: Class 35 contains 17794 members 
Mstep: Class 36 contains 6511 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781224.000000 Penalty: 89247.812500
Iteration 235Q: 41 clusters Score -1.117812e+08 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105986 members 
Mstep: Class 2 contains 11606 members 
Mstep: Class 3 contains 6996 members 
Mstep: Class 4 contains 122306 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5999 members 
Mstep: Class 8 contains 9663 members 
Mstep: Class 9 contains 73658 members 
Mstep: Class 10 contains 2539 members 
Mstep: Class 11 contains 104956 members 
Mstep: Class 12 contains 99933 members 
Mstep: Class 13 contains 98395 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3226 members 
Mstep: Class 16 contains 75278 members 
Mstep: Class 17 contains 24671 members 
Mstep: Class 18 contains 14281 members 
Mstep: Class 19 contains 2721 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7752 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 20017 members 
Mstep: Class 27 contains 6680 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9460 members 
Mstep: Class 30 contains 34456 members 
Mstep: Class 31 contains 35236 members 
Mstep: Class 32 contains 1929 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2988 members 
Mstep: Class 35 contains 17795 members 
Mstep: Class 36 contains 6513 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781248.000000 Penalty: 89247.812500
Iteration 236Q: 41 clusters Score -1.117812e+08 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105953 members 
Mstep: Class 2 contains 11616 members 
Mstep: Class 3 contains 6993 members 
Mstep: Class 4 contains 122240 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1511 members 
Mstep: Class 7 contains 5980 members 
Mstep: Class 8 contains 9663 members 
Mstep: Class 9 contains 73912 members 
Mstep: Class 10 contains 2538 members 
Mstep: Class 11 contains 104952 members 
Mstep: Class 12 contains 99916 members 
Mstep: Class 13 contains 98284 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3226 members 
Mstep: Class 16 contains 75090 members 
Mstep: Class 17 contains 24680 members 
Mstep: Class 18 contains 14284 members 
Mstep: Class 19 contains 2722 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7765 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4775 members 
Mstep: Class 26 contains 19977 members 
Mstep: Class 27 contains 6676 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9461 members 
Mstep: Class 30 contains 34453 members 
Mstep: Class 31 contains 35432 members 
Mstep: Class 32 contains 1930 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2988 members 
Mstep: Class 35 contains 17794 members 
Mstep: Class 36 contains 6511 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781496.000000 Penalty: 89247.812500
Iteration 237Q: 41 clusters Score -1.117815e+08 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105920 members 
Mstep: Class 2 contains 11611 members 
Mstep: Class 3 contains 6993 members 
Mstep: Class 4 contains 122141 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1511 members 
Mstep: Class 7 contains 5968 members 
Mstep: Class 8 contains 9663 members 
Mstep: Class 9 contains 74158 members 
Mstep: Class 10 contains 2536 members 
Mstep: Class 11 contains 104981 members 
Mstep: Class 12 contains 99898 members 
Mstep: Class 13 contains 98186 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3226 members 
Mstep: Class 16 contains 74910 members 
Mstep: Class 17 contains 24689 members 
Mstep: Class 18 contains 14284 members 
Mstep: Class 19 contains 2725 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7777 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4774 members 
Mstep: Class 26 contains 19933 members 
Mstep: Class 27 contains 6677 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9462 members 
Mstep: Class 30 contains 34448 members 
Mstep: Class 31 contains 35631 members 
Mstep: Class 32 contains 1931 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2987 members 
Mstep: Class 35 contains 17791 members 
Mstep: Class 36 contains 6511 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781536.000000 Penalty: 89247.812500
Iteration 238Q: 41 clusters Score -1.117815e+08 nChanged 1778
Entering ConstructFrom: 
Score: -111781536.000000 Penalty: 89247.812500
Entering ConstructFrom: 
Trying to split cluster 1 (105887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105887 members 
Entering Unmasked Estep 
Score: -13271927.000000 Penalty: 1880.145752
	Iteration 0F: 2 clusters Score -1.327193e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52984 members 
Mstep: Class 2 contains 52903 members 
Entering Unmasked Estep 
Score: -13205203.000000 Penalty: 3760.291504
	Iteration 0F: 3 clusters Score -1.32052e+07 nChanged 50621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -13235133.000000 Penalty: 3760.291504
	Iteration 1F: 3 clusters Score -1.323513e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55503 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -13236062.000000 Penalty: 3760.291504
	Iteration 2Q: 3 clusters Score -1.323606e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57011 members 
Mstep: Class 2 contains 48876 members 
Entering Unmasked Estep 
Score: -13237345.000000 Penalty: 3760.291504
	Iteration 3Q: 3 clusters Score -1.323734e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59247 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
Score: -13239108.000000 Penalty: 3760.291504
	Iteration 4Q: 3 clusters Score -1.323911e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62464 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -13241869.000000 Penalty: 3760.291504
	Iteration 5F: 3 clusters Score -1.324187e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66669 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -13246013.000000 Penalty: 3760.291504
	Iteration 6F: 3 clusters Score -1.324601e+07 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71390 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -13251682.000000 Penalty: 3760.291504
	Iteration 7F: 3 clusters Score -1.325168e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75692 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -13257780.000000 Penalty: 3760.291504
	Iteration 8F: 3 clusters Score -1.325778e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78623 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -13262541.000000 Penalty: 3760.291504
	Iteration 9F: 3 clusters Score -1.326254e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80377 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -13264876.000000 Penalty: 3760.291504
	Iteration 10Q: 3 clusters Score -1.326488e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81798 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -13265747.000000 Penalty: 3760.291504
	Iteration 11Q: 3 clusters Score -1.326575e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83021 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -13266222.000000 Penalty: 3760.291504
	Iteration 12Q: 3 clusters Score -1.326622e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84221 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -13266630.000000 Penalty: 3760.291504
	Iteration 13Q: 3 clusters Score -1.326663e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85348 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -13267023.000000 Penalty: 3760.291504
	Iteration 14Q: 3 clusters Score -1.326702e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86459 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -13267383.000000 Penalty: 3760.291504
	Iteration 15Q: 3 clusters Score -1.326738e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87568 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -13267625.000000 Penalty: 3760.291504
	Iteration 16Q: 3 clusters Score -1.326762e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88659 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -13268008.000000 Penalty: 3760.291504
	Iteration 17Q: 3 clusters Score -1.326801e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89721 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -13268344.000000 Penalty: 3760.291504
	Iteration 18Q: 3 clusters Score -1.326834e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90826 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -13268739.000000 Penalty: 3760.291504
	Iteration 19Q: 3 clusters Score -1.326874e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91911 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -13269140.000000 Penalty: 3760.291504
	Iteration 20F: 3 clusters Score -1.326914e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92991 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -13269490.000000 Penalty: 3760.291504
	Iteration 21Q: 3 clusters Score -1.326949e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94138 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -13269866.000000 Penalty: 3760.291504
	Iteration 22Q: 3 clusters Score -1.326987e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95330 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -13270270.000000 Penalty: 3760.291504
	Iteration 23Q: 3 clusters Score -1.327027e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96501 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -13270486.000000 Penalty: 3760.291504
	Iteration 24Q: 3 clusters Score -1.327049e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97624 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -13270816.000000 Penalty: 3760.291504
	Iteration 25Q: 3 clusters Score -1.327082e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98737 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -13271067.000000 Penalty: 3760.291504
	Iteration 26Q: 3 clusters Score -1.327107e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99767 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -13271259.000000 Penalty: 3760.291504
	Iteration 27Q: 3 clusters Score -1.327126e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100652 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -13271397.000000 Penalty: 3760.291504
	Iteration 28Q: 3 clusters Score -1.32714e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101419 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -13271526.000000 Penalty: 3760.291504
	Iteration 29Q: 3 clusters Score -1.327153e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102075 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -13271531.000000 Penalty: 3760.291504
	Iteration 30Q: 3 clusters Score -1.327153e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102602 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -13271534.000000 Penalty: 3760.291504
	Iteration 31Q: 3 clusters Score -1.327153e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103034 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -13271535.000000 Penalty: 3760.291504
	Iteration 32Q: 3 clusters Score -1.327154e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103375 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -13271537.000000 Penalty: 3760.291504
	Iteration 33Q: 3 clusters Score -1.327154e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103643 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -13271565.000000 Penalty: 3760.291504
	Iteration 34Q: 3 clusters Score -1.327156e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103841 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -13271541.000000 Penalty: 3760.291504
	Iteration 35Q: 3 clusters Score -1.327154e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103987 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -13271527.000000 Penalty: 3760.291504
	Iteration 36Q: 3 clusters Score -1.327153e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104103 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -13271525.000000 Penalty: 3760.291504
	Iteration 37Q: 3 clusters Score -1.327152e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104185 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -13271491.000000 Penalty: 3760.291504
	Iteration 38Q: 3 clusters Score -1.327149e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104254 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -13271501.000000 Penalty: 3760.291504
	Iteration 39Q: 3 clusters Score -1.32715e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104307 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -13271499.000000 Penalty: 3760.291504
	Iteration 40F: 3 clusters Score -1.32715e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104354 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -13271463.000000 Penalty: 3760.291504
	Iteration 41Q: 3 clusters Score -1.327146e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104385 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -13271465.000000 Penalty: 3760.291504
	Iteration 42Q: 3 clusters Score -1.327146e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104414 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -13271481.000000 Penalty: 3760.291504
	Iteration 43Q: 3 clusters Score -1.327148e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104431 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -13271467.000000 Penalty: 3760.291504
	Iteration 44Q: 3 clusters Score -1.327147e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104440 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -13271451.000000 Penalty: 3760.291504
	Iteration 45Q: 3 clusters Score -1.327145e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104447 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -13271453.000000 Penalty: 3760.291504
	Iteration 46Q: 3 clusters Score -1.327145e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104455 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -13271448.000000 Penalty: 3760.291504
	Iteration 47Q: 3 clusters Score -1.327145e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104465 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -13271450.000000 Penalty: 3760.291504
	Iteration 48Q: 3 clusters Score -1.327145e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104471 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -13271469.000000 Penalty: 3760.291504
	Iteration 49Q: 3 clusters Score -1.327147e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104475 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -13271462.000000 Penalty: 3760.291504
	Iteration 50Q: 3 clusters Score -1.327146e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104478 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -13271442.000000 Penalty: 3760.291504
	Iteration 51Q: 3 clusters Score -1.327144e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104483 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -13271458.000000 Penalty: 3760.291504
	Iteration 52Q: 3 clusters Score -1.327146e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104490 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -13271448.000000 Penalty: 3760.291504
	Iteration 53Q: 3 clusters Score -1.327145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104497 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -13271451.000000 Penalty: 3760.291504
	Iteration 54Q: 3 clusters Score -1.327145e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104501 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -13271445.000000 Penalty: 3760.291504
	Iteration 55Q: 3 clusters Score -1.327144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104503 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -13271451.000000 Penalty: 3760.291504
	Iteration 56Q: 3 clusters Score -1.327145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104504 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -13271443.000000 Penalty: 3760.291504
	Iteration 57Q: 3 clusters Score -1.327144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104506 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -13271446.000000 Penalty: 3760.291504
	Iteration 58Q: 3 clusters Score -1.327145e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104506 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -13271440.000000 Penalty: 3760.291504
	Iteration 59Q: 3 clusters Score -1.327144e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104506 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -13271446.000000 Penalty: 3760.291504
	Iteration 60F: 3 clusters Score -1.327145e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104502 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -13271443.000000 Penalty: 3760.291504
	Iteration 61Q: 3 clusters Score -1.327144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104503 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -13271457.000000 Penalty: 3760.291504
	Iteration 62Q: 3 clusters Score -1.327146e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104504 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -13271454.000000 Penalty: 3760.291504
	Iteration 63Q: 3 clusters Score -1.327145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104506 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -13271443.000000 Penalty: 3760.291504
	Iteration 64Q: 3 clusters Score -1.327144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104511 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -13271447.000000 Penalty: 3760.291504
	Iteration 65Q: 3 clusters Score -1.327145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104512 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -13271440.000000 Penalty: 3760.291504
	Iteration 66Q: 3 clusters Score -1.327144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104515 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -13271441.000000 Penalty: 3760.291504
	Iteration 67Q: 3 clusters Score -1.327144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104514 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -13271441.000000 Penalty: 3760.291504
	Iteration 68Q: 3 clusters Score -1.327144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104513 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -13271444.000000 Penalty: 3760.291504
	Iteration 69Q: 3 clusters Score -1.327144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104510 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -13271438.000000 Penalty: 3760.291504
	Iteration 70Q: 3 clusters Score -1.327144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104510 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -13271438.000000 Penalty: 3760.291504
	Iteration 71F: 3 clusters Score -1.327144e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Entering Unmasked Estep 
Score: -1352188.875000 Penalty: 1521.050415
	Iteration 0F: 2 clusters Score -1352189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1343952.000000 Penalty: 3042.100830
	Iteration 0F: 3 clusters Score -1343952 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1346866.125000 Penalty: 3042.100830
	Iteration 1F: 3 clusters Score -1346866 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1347272.000000 Penalty: 3042.100830
	Iteration 2F: 3 clusters Score -1347272 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1347717.375000 Penalty: 3042.100830
	Iteration 3F: 3 clusters Score -1347717 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1348242.250000 Penalty: 3042.100830
	Iteration 4F: 3 clusters Score -1348242 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1348866.125000 Penalty: 3042.100830
	Iteration 5F: 3 clusters Score -1348866 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1349460.625000 Penalty: 3042.100830
	Iteration 6F: 3 clusters Score -1349461 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1349961.875000 Penalty: 3042.100830
	Iteration 7F: 3 clusters Score -1349962 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1350345.125000 Penalty: 3042.100830
	Iteration 8F: 3 clusters Score -1350345 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1350587.375000 Penalty: 3042.100830
	Iteration 9Q: 3 clusters Score -1350587 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1350740.875000 Penalty: 3042.100830
	Iteration 10Q: 3 clusters Score -1350741 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1350835.250000 Penalty: 3042.100830
	Iteration 11Q: 3 clusters Score -1350835 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1350904.750000 Penalty: 3042.100830
	Iteration 12Q: 3 clusters Score -1350905 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1350974.500000 Penalty: 3042.100830
	Iteration 13Q: 3 clusters Score -1350974 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1351041.000000 Penalty: 3042.100830
	Iteration 14Q: 3 clusters Score -1351041 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1351094.875000 Penalty: 3042.100830
	Iteration 15Q: 3 clusters Score -1351095 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1351138.625000 Penalty: 3042.100830
	Iteration 16Q: 3 clusters Score -1351139 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1351181.000000 Penalty: 3042.100830
	Iteration 17Q: 3 clusters Score -1351181 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1351221.875000 Penalty: 3042.100830
	Iteration 18Q: 3 clusters Score -1351222 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1351258.125000 Penalty: 3042.100830
	Iteration 19Q: 3 clusters Score -1351258 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1351306.875000 Penalty: 3042.100830
	Iteration 20F: 3 clusters Score -1351307 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1351355.000000 Penalty: 3042.100830
	Iteration 21Q: 3 clusters Score -1351355 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1351401.250000 Penalty: 3042.100830
	Iteration 22Q: 3 clusters Score -1351401 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1351429.000000 Penalty: 3042.100830
	Iteration 23Q: 3 clusters Score -1351429 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1351442.125000 Penalty: 3042.100830
	Iteration 24Q: 3 clusters Score -1351442 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1351472.125000 Penalty: 3042.100830
	Iteration 25Q: 3 clusters Score -1351472 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1351495.500000 Penalty: 3042.100830
	Iteration 26Q: 3 clusters Score -1351496 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1351516.500000 Penalty: 3042.100830
	Iteration 27Q: 3 clusters Score -1351516 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1351542.625000 Penalty: 3042.100830
	Iteration 28Q: 3 clusters Score -1351543 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1351582.250000 Penalty: 3042.100830
	Iteration 29Q: 3 clusters Score -1351582 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1351611.625000 Penalty: 3042.100830
	Iteration 30Q: 3 clusters Score -1351612 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1351631.250000 Penalty: 3042.100830
	Iteration 31Q: 3 clusters Score -1351631 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1351647.000000 Penalty: 3042.100830
	Iteration 32Q: 3 clusters Score -1351647 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1351658.250000 Penalty: 3042.100830
	Iteration 33Q: 3 clusters Score -1351658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1351665.875000 Penalty: 3042.100830
	Iteration 34Q: 3 clusters Score -1351666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1351669.500000 Penalty: 3042.100830
	Iteration 35Q: 3 clusters Score -1351670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1351673.125000 Penalty: 3042.100830
	Iteration 36Q: 3 clusters Score -1351673 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1351687.250000 Penalty: 3042.100830
	Iteration 37Q: 3 clusters Score -1351687 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1351686.125000 Penalty: 3042.100830
	Iteration 38Q: 3 clusters Score -1351686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1351690.750000 Penalty: 3042.100830
	Iteration 39Q: 3 clusters Score -1351691 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1351695.625000 Penalty: 3042.100830
	Iteration 40F: 3 clusters Score -1351696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1351701.875000 Penalty: 3042.100830
	Iteration 41Q: 3 clusters Score -1351702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1351706.625000 Penalty: 3042.100830
	Iteration 42Q: 3 clusters Score -1351707 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1351709.750000 Penalty: 3042.100830
	Iteration 43Q: 3 clusters Score -1351710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1351711.875000 Penalty: 3042.100830
	Iteration 44Q: 3 clusters Score -1351712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1351714.875000 Penalty: 3042.100830
	Iteration 45Q: 3 clusters Score -1351715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1351714.000000 Penalty: 3042.100830
	Iteration 46Q: 3 clusters Score -1351714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1351718.750000 Penalty: 3042.100830
	Iteration 47Q: 3 clusters Score -1351719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1351718.500000 Penalty: 3042.100830
	Iteration 48Q: 3 clusters Score -1351718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1351718.250000 Penalty: 3042.100830
	Iteration 49Q: 3 clusters Score -1351718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1351722.250000 Penalty: 3042.100830
	Iteration 50Q: 3 clusters Score -1351722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1351725.250000 Penalty: 3042.100830
	Iteration 51Q: 3 clusters Score -1351725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1351724.875000 Penalty: 3042.100830
	Iteration 52Q: 3 clusters Score -1351725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1351725.000000 Penalty: 3042.100830
	Iteration 53Q: 3 clusters Score -1351725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1351726.750000 Penalty: 3042.100830
	Iteration 54Q: 3 clusters Score -1351727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1351728.500000 Penalty: 3042.100830
	Iteration 55Q: 3 clusters Score -1351728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1351730.500000 Penalty: 3042.100830
	Iteration 56Q: 3 clusters Score -1351730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1351731.125000 Penalty: 3042.100830
	Iteration 57Q: 3 clusters Score -1351731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1351733.000000 Penalty: 3042.100830
	Iteration 58Q: 3 clusters Score -1351733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1351732.500000 Penalty: 3042.100830
	Iteration 59Q: 3 clusters Score -1351732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1351730.500000 Penalty: 3042.100830
	Iteration 60F: 3 clusters Score -1351730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1351731.250000 Penalty: 3042.100830
	Iteration 61Q: 3 clusters Score -1351731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1351732.625000 Penalty: 3042.100830
	Iteration 62Q: 3 clusters Score -1351733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1351730.375000 Penalty: 3042.100830
	Iteration 63Q: 3 clusters Score -1351730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1351732.125000 Penalty: 3042.100830
	Iteration 64Q: 3 clusters Score -1351732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1351730.250000 Penalty: 3042.100830
	Iteration 65Q: 3 clusters Score -1351730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1351730.250000 Penalty: 3042.100830
	Iteration 66F: 3 clusters Score -1351730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Entering Unmasked Estep 
Score: -834257.250000 Penalty: 1438.581299
	Iteration 0F: 2 clusters Score -834257.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -828954.687500 Penalty: 2877.162598
	Iteration 0F: 3 clusters Score -828954.7 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -830698.312500 Penalty: 2877.162598
	Iteration 1F: 3 clusters Score -830698.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -830981.812500 Penalty: 2877.162598
	Iteration 2F: 3 clusters Score -830981.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -831209.687500 Penalty: 2877.162598
	Iteration 3F: 3 clusters Score -831209.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -831433.187500 Penalty: 2877.162598
	Iteration 4F: 3 clusters Score -831433.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -831650.187500 Penalty: 2877.162598
	Iteration 5F: 3 clusters Score -831650.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -831882.375000 Penalty: 2877.162598
	Iteration 6F: 3 clusters Score -831882.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -832133.062500 Penalty: 2877.162598
	Iteration 7Q: 3 clusters Score -832133.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -832357.250000 Penalty: 2877.162598
	Iteration 8Q: 3 clusters Score -832357.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -832527.187500 Penalty: 2877.162598
	Iteration 9Q: 3 clusters Score -832527.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -832655.812500 Penalty: 2877.162598
	Iteration 10Q: 3 clusters Score -832655.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -832745.875000 Penalty: 2877.162598
	Iteration 11Q: 3 clusters Score -832745.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -832811.250000 Penalty: 2877.162598
	Iteration 12Q: 3 clusters Score -832811.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -832853.000000 Penalty: 2877.162598
	Iteration 13Q: 3 clusters Score -832853 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -832884.875000 Penalty: 2877.162598
	Iteration 14Q: 3 clusters Score -832884.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -832915.750000 Penalty: 2877.162598
	Iteration 15Q: 3 clusters Score -832915.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -832940.250000 Penalty: 2877.162598
	Iteration 16Q: 3 clusters Score -832940.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -832951.000000 Penalty: 2877.162598
	Iteration 17Q: 3 clusters Score -832951 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -832962.687500 Penalty: 2877.162598
	Iteration 18Q: 3 clusters Score -832962.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -832992.687500 Penalty: 2877.162598
	Iteration 19Q: 3 clusters Score -832992.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -833015.750000 Penalty: 2877.162598
	Iteration 20F: 3 clusters Score -833015.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -833039.750000 Penalty: 2877.162598
	Iteration 21Q: 3 clusters Score -833039.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -833066.062500 Penalty: 2877.162598
	Iteration 22Q: 3 clusters Score -833066.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -833092.125000 Penalty: 2877.162598
	Iteration 23Q: 3 clusters Score -833092.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -833120.750000 Penalty: 2877.162598
	Iteration 24Q: 3 clusters Score -833120.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -833153.062500 Penalty: 2877.162598
	Iteration 25Q: 3 clusters Score -833153.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -833190.625000 Penalty: 2877.162598
	Iteration 26Q: 3 clusters Score -833190.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -833219.437500 Penalty: 2877.162598
	Iteration 27Q: 3 clusters Score -833219.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -833242.812500 Penalty: 2877.162598
	Iteration 28Q: 3 clusters Score -833242.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -833261.375000 Penalty: 2877.162598
	Iteration 29Q: 3 clusters Score -833261.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -833272.125000 Penalty: 2877.162598
	Iteration 30Q: 3 clusters Score -833272.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -833276.687500 Penalty: 2877.162598
	Iteration 31Q: 3 clusters Score -833276.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -833285.687500 Penalty: 2877.162598
	Iteration 32Q: 3 clusters Score -833285.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -833289.187500 Penalty: 2877.162598
	Iteration 33Q: 3 clusters Score -833289.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -833290.500000 Penalty: 2877.162598
	Iteration 34Q: 3 clusters Score -833290.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -833292.750000 Penalty: 2877.162598
	Iteration 35Q: 3 clusters Score -833292.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -833294.625000 Penalty: 2877.162598
	Iteration 36Q: 3 clusters Score -833294.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -833297.562500 Penalty: 2877.162598
	Iteration 37Q: 3 clusters Score -833297.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -833298.312500 Penalty: 2877.162598
	Iteration 38Q: 3 clusters Score -833298.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -833300.687500 Penalty: 2877.162598
	Iteration 39Q: 3 clusters Score -833300.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -833302.000000 Penalty: 2877.162598
	Iteration 40F: 3 clusters Score -833302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -833301.375000 Penalty: 2877.162598
	Iteration 41Q: 3 clusters Score -833301.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -833302.500000 Penalty: 2877.162598
	Iteration 42Q: 3 clusters Score -833302.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -833303.500000 Penalty: 2877.162598
	Iteration 43Q: 3 clusters Score -833303.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -833303.562500 Penalty: 2877.162598
	Iteration 44Q: 3 clusters Score -833303.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -833304.562500 Penalty: 2877.162598
	Iteration 45Q: 3 clusters Score -833304.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -833304.375000 Penalty: 2877.162598
	Iteration 46Q: 3 clusters Score -833304.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -833306.875000 Penalty: 2877.162598
	Iteration 47Q: 3 clusters Score -833306.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -833308.750000 Penalty: 2877.162598
	Iteration 48Q: 3 clusters Score -833308.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -833311.500000 Penalty: 2877.162598
	Iteration 49Q: 3 clusters Score -833311.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -833313.937500 Penalty: 2877.162598
	Iteration 50Q: 3 clusters Score -833313.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -833316.187500 Penalty: 2877.162598
	Iteration 51Q: 3 clusters Score -833316.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -833316.687500 Penalty: 2877.162598
	Iteration 52Q: 3 clusters Score -833316.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -833318.437500 Penalty: 2877.162598
	Iteration 53Q: 3 clusters Score -833318.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -833318.312500 Penalty: 2877.162598
	Iteration 54Q: 3 clusters Score -833318.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -833319.562500 Penalty: 2877.162598
	Iteration 55Q: 3 clusters Score -833319.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -833320.812500 Penalty: 2877.162598
	Iteration 56Q: 3 clusters Score -833320.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -833323.312500 Penalty: 2877.162598
	Iteration 57Q: 3 clusters Score -833323.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -833324.937500 Penalty: 2877.162598
	Iteration 58Q: 3 clusters Score -833324.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -833325.062500 Penalty: 2877.162598
	Iteration 59Q: 3 clusters Score -833325.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -833325.250000 Penalty: 2877.162598
	Iteration 60F: 3 clusters Score -833325.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -833325.625000 Penalty: 2877.162598
	Iteration 61Q: 3 clusters Score -833325.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -833325.687500 Penalty: 2877.162598
	Iteration 62Q: 3 clusters Score -833325.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -833325.687500 Penalty: 2877.162598
	Iteration 63F: 3 clusters Score -833325.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (122035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122035 members 
Entering Unmasked Estep 
Score: -15208574.000000 Penalty: 1903.210205
	Iteration 0F: 2 clusters Score -1.520857e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61167 members 
Mstep: Class 2 contains 60868 members 
Entering Unmasked Estep 
Score: -15134078.000000 Penalty: 3806.420410
	Iteration 0F: 3 clusters Score -1.513408e+07 nChanged 58610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62369 members 
Mstep: Class 2 contains 59666 members 
Entering Unmasked Estep 
Score: -15168145.000000 Penalty: 3806.420410
	Iteration 1F: 3 clusters Score -1.516814e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63440 members 
Mstep: Class 2 contains 58595 members 
Entering Unmasked Estep 
Score: -15168980.000000 Penalty: 3806.420410
	Iteration 2Q: 3 clusters Score -1.516898e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65085 members 
Mstep: Class 2 contains 56950 members 
Entering Unmasked Estep 
Score: -15169811.000000 Penalty: 3806.420410
	Iteration 3Q: 3 clusters Score -1.516981e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67522 members 
Mstep: Class 2 contains 54513 members 
Entering Unmasked Estep 
Score: -15171045.000000 Penalty: 3806.420410
	Iteration 4Q: 3 clusters Score -1.517104e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71247 members 
Mstep: Class 2 contains 50788 members 
Entering Unmasked Estep 
Score: -15173163.000000 Penalty: 3806.420410
	Iteration 5Q: 3 clusters Score -1.517316e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76708 members 
Mstep: Class 2 contains 45327 members 
Entering Unmasked Estep 
Score: -15177067.000000 Penalty: 3806.420410
	Iteration 6F: 3 clusters Score -1.517707e+07 nChanged 8795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84075 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -15183529.000000 Penalty: 3806.420410
	Iteration 7F: 3 clusters Score -1.518353e+07 nChanged 9663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92280 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -15191984.000000 Penalty: 3806.420410
	Iteration 8F: 3 clusters Score -1.519198e+07 nChanged 8409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99269 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -15199837.000000 Penalty: 3806.420410
	Iteration 9F: 3 clusters Score -1.519984e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104220 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -15204911.000000 Penalty: 3806.420410
	Iteration 10F: 3 clusters Score -1.520491e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107370 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -15207387.000000 Penalty: 3806.420410
	Iteration 11Q: 3 clusters Score -1.520739e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109606 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -15208615.000000 Penalty: 3806.420410
	Iteration 12Q: 3 clusters Score -1.520862e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111344 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -15209333.000000 Penalty: 3806.420410
	Iteration 13Q: 3 clusters Score -1.520933e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112726 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -15209575.000000 Penalty: 3806.420410
	Iteration 14Q: 3 clusters Score -1.520958e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113839 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -15209739.000000 Penalty: 3806.420410
	Iteration 15Q: 3 clusters Score -1.520974e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114789 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -15209658.000000 Penalty: 3806.420410
	Iteration 16Q: 3 clusters Score -1.520966e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115561 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -15209591.000000 Penalty: 3806.420410
	Iteration 17Q: 3 clusters Score -1.520959e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116206 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -15209459.000000 Penalty: 3806.420410
	Iteration 18Q: 3 clusters Score -1.520946e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116794 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -15209317.000000 Penalty: 3806.420410
	Iteration 19Q: 3 clusters Score -1.520932e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117314 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -15209155.000000 Penalty: 3806.420410
	Iteration 20F: 3 clusters Score -1.520916e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117759 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -15208978.000000 Penalty: 3806.420410
	Iteration 21Q: 3 clusters Score -1.520898e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118146 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -15208781.000000 Penalty: 3806.420410
	Iteration 22Q: 3 clusters Score -1.520878e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118488 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -15208634.000000 Penalty: 3806.420410
	Iteration 23Q: 3 clusters Score -1.520863e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118809 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -15208492.000000 Penalty: 3806.420410
	Iteration 24Q: 3 clusters Score -1.520849e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119106 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -15208429.000000 Penalty: 3806.420410
	Iteration 25Q: 3 clusters Score -1.520843e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119361 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -15208365.000000 Penalty: 3806.420410
	Iteration 26Q: 3 clusters Score -1.520836e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119584 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -15208245.000000 Penalty: 3806.420410
	Iteration 27Q: 3 clusters Score -1.520824e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119791 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -15208138.000000 Penalty: 3806.420410
	Iteration 28Q: 3 clusters Score -1.520814e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119993 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -15208062.000000 Penalty: 3806.420410
	Iteration 29Q: 3 clusters Score -1.520806e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120179 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -15208041.000000 Penalty: 3806.420410
	Iteration 30Q: 3 clusters Score -1.520804e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120327 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -15207944.000000 Penalty: 3806.420410
	Iteration 31Q: 3 clusters Score -1.520794e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120455 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -15207884.000000 Penalty: 3806.420410
	Iteration 32Q: 3 clusters Score -1.520788e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120578 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -15207833.000000 Penalty: 3806.420410
	Iteration 33Q: 3 clusters Score -1.520783e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120685 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -15207819.000000 Penalty: 3806.420410
	Iteration 34Q: 3 clusters Score -1.520782e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120798 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -15207781.000000 Penalty: 3806.420410
	Iteration 35Q: 3 clusters Score -1.520778e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120891 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -15207696.000000 Penalty: 3806.420410
	Iteration 36Q: 3 clusters Score -1.52077e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120960 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -15207656.000000 Penalty: 3806.420410
	Iteration 37Q: 3 clusters Score -1.520766e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121016 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -15207611.000000 Penalty: 3806.420410
	Iteration 38Q: 3 clusters Score -1.520761e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121074 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -15207589.000000 Penalty: 3806.420410
	Iteration 39Q: 3 clusters Score -1.520759e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121123 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -15207617.000000 Penalty: 3806.420410
	Iteration 40F: 3 clusters Score -1.520762e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121173 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -15207581.000000 Penalty: 3806.420410
	Iteration 41Q: 3 clusters Score -1.520758e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121214 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -15207577.000000 Penalty: 3806.420410
	Iteration 42Q: 3 clusters Score -1.520758e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121246 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -15207549.000000 Penalty: 3806.420410
	Iteration 43Q: 3 clusters Score -1.520755e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121278 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -15207543.000000 Penalty: 3806.420410
	Iteration 44Q: 3 clusters Score -1.520754e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121310 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -15207500.000000 Penalty: 3806.420410
	Iteration 45Q: 3 clusters Score -1.52075e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121345 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -15207504.000000 Penalty: 3806.420410
	Iteration 46Q: 3 clusters Score -1.52075e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121370 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -15207490.000000 Penalty: 3806.420410
	Iteration 47Q: 3 clusters Score -1.520749e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121393 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -15207485.000000 Penalty: 3806.420410
	Iteration 48Q: 3 clusters Score -1.520748e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121413 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -15207457.000000 Penalty: 3806.420410
	Iteration 49Q: 3 clusters Score -1.520746e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121436 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -15207448.000000 Penalty: 3806.420410
	Iteration 50Q: 3 clusters Score -1.520745e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121455 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -15207463.000000 Penalty: 3806.420410
	Iteration 51Q: 3 clusters Score -1.520746e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121478 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -15207442.000000 Penalty: 3806.420410
	Iteration 52Q: 3 clusters Score -1.520744e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121490 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -15207453.000000 Penalty: 3806.420410
	Iteration 53Q: 3 clusters Score -1.520745e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121500 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -15207455.000000 Penalty: 3806.420410
	Iteration 54Q: 3 clusters Score -1.520746e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121510 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -15207437.000000 Penalty: 3806.420410
	Iteration 55Q: 3 clusters Score -1.520744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121516 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -15207434.000000 Penalty: 3806.420410
	Iteration 56Q: 3 clusters Score -1.520743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121518 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -15207433.000000 Penalty: 3806.420410
	Iteration 57Q: 3 clusters Score -1.520743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121520 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -15207429.000000 Penalty: 3806.420410
	Iteration 58Q: 3 clusters Score -1.520743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121520 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -15207429.000000 Penalty: 3806.420410
	Iteration 59F: 3 clusters Score -1.520743e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Entering Unmasked Estep 
Score: -118460.914062 Penalty: 1139.907349
	Iteration 0F: 2 clusters Score -118460.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -116938.921875 Penalty: 2279.814697
	Iteration 0F: 3 clusters Score -116938.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -117385.445312 Penalty: 2279.814697
	Iteration 1F: 3 clusters Score -117385.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -117539.812500 Penalty: 2279.814697
	Iteration 2F: 3 clusters Score -117539.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -117661.070312 Penalty: 2279.814697
	Iteration 3F: 3 clusters Score -117661.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -117753.593750 Penalty: 2279.814697
	Iteration 4Q: 3 clusters Score -117753.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -117888.320312 Penalty: 2279.814697
	Iteration 5F: 3 clusters Score -117888.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -117993.898438 Penalty: 2279.814697
	Iteration 6F: 3 clusters Score -117993.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -118051.093750 Penalty: 2279.814697
	Iteration 7Q: 3 clusters Score -118051.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -118092.726562 Penalty: 2279.814697
	Iteration 8Q: 3 clusters Score -118092.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -118137.929688 Penalty: 2279.814697
	Iteration 9Q: 3 clusters Score -118137.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -118160.601562 Penalty: 2279.814697
	Iteration 10Q: 3 clusters Score -118160.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -118188.484375 Penalty: 2279.814697
	Iteration 11Q: 3 clusters Score -118188.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -118216.679688 Penalty: 2279.814697
	Iteration 12Q: 3 clusters Score -118216.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -118229.632812 Penalty: 2279.814697
	Iteration 13Q: 3 clusters Score -118229.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -118233.351562 Penalty: 2279.814697
	Iteration 14Q: 3 clusters Score -118233.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -118237.843750 Penalty: 2279.814697
	Iteration 15Q: 3 clusters Score -118237.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -118248.445312 Penalty: 2279.814697
	Iteration 16Q: 3 clusters Score -118248.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -118254.554688 Penalty: 2279.814697
	Iteration 17Q: 3 clusters Score -118254.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -118256.562500 Penalty: 2279.814697
	Iteration 18Q: 3 clusters Score -118256.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -118259.039062 Penalty: 2279.814697
	Iteration 19Q: 3 clusters Score -118259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -118260.375000 Penalty: 2279.814697
	Iteration 20F: 3 clusters Score -118260.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Entering Unmasked Estep 
Score: -167772.390625 Penalty: 1189.478027
	Iteration 0F: 2 clusters Score -167772.4 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 715 members 
Entering Unmasked Estep 
Score: -165992.187500 Penalty: 2378.956055
	Iteration 0F: 3 clusters Score -165992.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -166435.843750 Penalty: 2378.956055
	Iteration 1F: 3 clusters Score -166435.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -166645.031250 Penalty: 2378.956055
	Iteration 2F: 3 clusters Score -166645 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -166818.109375 Penalty: 2378.956055
	Iteration 3F: 3 clusters Score -166818.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -167013.828125 Penalty: 2378.956055
	Iteration 4F: 3 clusters Score -167013.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -167202.687500 Penalty: 2378.956055
	Iteration 5F: 3 clusters Score -167202.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -167315.015625 Penalty: 2378.956055
	Iteration 6F: 3 clusters Score -167315 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -167374.125000 Penalty: 2378.956055
	Iteration 7Q: 3 clusters Score -167374.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -167407.296875 Penalty: 2378.956055
	Iteration 8Q: 3 clusters Score -167407.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -167430.484375 Penalty: 2378.956055
	Iteration 9Q: 3 clusters Score -167430.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -167447.718750 Penalty: 2378.956055
	Iteration 10Q: 3 clusters Score -167447.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -167464.765625 Penalty: 2378.956055
	Iteration 11Q: 3 clusters Score -167464.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -167473.671875 Penalty: 2378.956055
	Iteration 12Q: 3 clusters Score -167473.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -167483.984375 Penalty: 2378.956055
	Iteration 13Q: 3 clusters Score -167484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -167491.296875 Penalty: 2378.956055
	Iteration 14Q: 3 clusters Score -167491.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -167497.062500 Penalty: 2378.956055
	Iteration 15Q: 3 clusters Score -167497.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -167506.046875 Penalty: 2378.956055
	Iteration 16Q: 3 clusters Score -167506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -167514.859375 Penalty: 2378.956055
	Iteration 17Q: 3 clusters Score -167514.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -167524.265625 Penalty: 2378.956055
	Iteration 18Q: 3 clusters Score -167524.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -167532.812500 Penalty: 2378.956055
	Iteration 19Q: 3 clusters Score -167532.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -167545.375000 Penalty: 2378.956055
	Iteration 20F: 3 clusters Score -167545.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -167558.625000 Penalty: 2378.956055
	Iteration 21Q: 3 clusters Score -167558.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -167569.437500 Penalty: 2378.956055
	Iteration 22Q: 3 clusters Score -167569.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -167579.296875 Penalty: 2378.956055
	Iteration 23Q: 3 clusters Score -167579.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -167589.734375 Penalty: 2378.956055
	Iteration 24Q: 3 clusters Score -167589.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -167594.968750 Penalty: 2378.956055
	Iteration 25Q: 3 clusters Score -167595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -167596.406250 Penalty: 2378.956055
	Iteration 26Q: 3 clusters Score -167596.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -167596.406250 Penalty: 2378.956055
	Iteration 27F: 3 clusters Score -167596.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Entering Unmasked Estep 
Score: -712790.500000 Penalty: 1412.147461
	Iteration 0F: 2 clusters Score -712790.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -708283.250000 Penalty: 2824.294922
	Iteration 0F: 3 clusters Score -708283.2 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -709661.187500 Penalty: 2824.294922
	Iteration 1F: 3 clusters Score -709661.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -709843.000000 Penalty: 2824.294922
	Iteration 2F: 3 clusters Score -709843 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -709967.687500 Penalty: 2824.294922
	Iteration 3Q: 3 clusters Score -709967.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -710059.937500 Penalty: 2824.294922
	Iteration 4Q: 3 clusters Score -710059.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -710133.375000 Penalty: 2824.294922
	Iteration 5Q: 3 clusters Score -710133.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -710203.750000 Penalty: 2824.294922
	Iteration 6Q: 3 clusters Score -710203.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -710266.625000 Penalty: 2824.294922
	Iteration 7Q: 3 clusters Score -710266.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -710327.875000 Penalty: 2824.294922
	Iteration 8Q: 3 clusters Score -710327.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -710415.250000 Penalty: 2824.294922
	Iteration 9Q: 3 clusters Score -710415.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -710516.312500 Penalty: 2824.294922
	Iteration 10Q: 3 clusters Score -710516.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -710628.125000 Penalty: 2824.294922
	Iteration 11Q: 3 clusters Score -710628.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -710756.000000 Penalty: 2824.294922
	Iteration 12Q: 3 clusters Score -710756 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -710907.812500 Penalty: 2824.294922
	Iteration 13Q: 3 clusters Score -710907.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -711058.375000 Penalty: 2824.294922
	Iteration 14Q: 3 clusters Score -711058.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -711199.312500 Penalty: 2824.294922
	Iteration 15Q: 3 clusters Score -711199.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -711370.687500 Penalty: 2824.294922
	Iteration 16Q: 3 clusters Score -711370.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -711534.562500 Penalty: 2824.294922
	Iteration 17Q: 3 clusters Score -711534.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -711669.875000 Penalty: 2824.294922
	Iteration 18Q: 3 clusters Score -711669.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -711801.312500 Penalty: 2824.294922
	Iteration 19Q: 3 clusters Score -711801.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -711912.250000 Penalty: 2824.294922
	Iteration 20F: 3 clusters Score -711912.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -711981.062500 Penalty: 2824.294922
	Iteration 21Q: 3 clusters Score -711981.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -712033.937500 Penalty: 2824.294922
	Iteration 22Q: 3 clusters Score -712033.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -712074.625000 Penalty: 2824.294922
	Iteration 23Q: 3 clusters Score -712074.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -712106.125000 Penalty: 2824.294922
	Iteration 24Q: 3 clusters Score -712106.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -712134.125000 Penalty: 2824.294922
	Iteration 25Q: 3 clusters Score -712134.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -712157.375000 Penalty: 2824.294922
	Iteration 26Q: 3 clusters Score -712157.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -712174.187500 Penalty: 2824.294922
	Iteration 27Q: 3 clusters Score -712174.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -712183.125000 Penalty: 2824.294922
	Iteration 28Q: 3 clusters Score -712183.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -712194.625000 Penalty: 2824.294922
	Iteration 29Q: 3 clusters Score -712194.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -712200.937500 Penalty: 2824.294922
	Iteration 30Q: 3 clusters Score -712200.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -712207.500000 Penalty: 2824.294922
	Iteration 31Q: 3 clusters Score -712207.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -712215.312500 Penalty: 2824.294922
	Iteration 32Q: 3 clusters Score -712215.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -712217.062500 Penalty: 2824.294922
	Iteration 33Q: 3 clusters Score -712217.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -712218.500000 Penalty: 2824.294922
	Iteration 34Q: 3 clusters Score -712218.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -712218.500000 Penalty: 2824.294922
	Iteration 35F: 3 clusters Score -712218.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -1197968.375000 Penalty: 1491.126465
	Iteration 0F: 2 clusters Score -1197968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1191046.750000 Penalty: 2982.252930
	Iteration 0F: 3 clusters Score -1191047 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1193276.250000 Penalty: 2982.252930
	Iteration 1F: 3 clusters Score -1193276 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1193637.250000 Penalty: 2982.252930
	Iteration 2F: 3 clusters Score -1193637 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1193917.250000 Penalty: 2982.252930
	Iteration 3F: 3 clusters Score -1193917 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1194114.250000 Penalty: 2982.252930
	Iteration 4F: 3 clusters Score -1194114 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1194306.500000 Penalty: 2982.252930
	Iteration 5Q: 3 clusters Score -1194306 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1194512.250000 Penalty: 2982.252930
	Iteration 6Q: 3 clusters Score -1194512 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1194738.125000 Penalty: 2982.252930
	Iteration 7Q: 3 clusters Score -1194738 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1194983.125000 Penalty: 2982.252930
	Iteration 8Q: 3 clusters Score -1194983 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1195291.875000 Penalty: 2982.252930
	Iteration 9Q: 3 clusters Score -1195292 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1195589.000000 Penalty: 2982.252930
	Iteration 10Q: 3 clusters Score -1195589 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1195842.000000 Penalty: 2982.252930
	Iteration 11Q: 3 clusters Score -1195842 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1196046.000000 Penalty: 2982.252930
	Iteration 12Q: 3 clusters Score -1196046 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1196208.625000 Penalty: 2982.252930
	Iteration 13Q: 3 clusters Score -1196209 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1196328.125000 Penalty: 2982.252930
	Iteration 14Q: 3 clusters Score -1196328 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1196411.250000 Penalty: 2982.252930
	Iteration 15Q: 3 clusters Score -1196411 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1196470.250000 Penalty: 2982.252930
	Iteration 16Q: 3 clusters Score -1196470 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1196506.750000 Penalty: 2982.252930
	Iteration 17Q: 3 clusters Score -1196507 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1196530.625000 Penalty: 2982.252930
	Iteration 18Q: 3 clusters Score -1196531 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1196551.750000 Penalty: 2982.252930
	Iteration 19Q: 3 clusters Score -1196552 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1196572.750000 Penalty: 2982.252930
	Iteration 20F: 3 clusters Score -1196573 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1196585.875000 Penalty: 2982.252930
	Iteration 21Q: 3 clusters Score -1196586 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1196599.750000 Penalty: 2982.252930
	Iteration 22Q: 3 clusters Score -1196600 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1196613.000000 Penalty: 2982.252930
	Iteration 23Q: 3 clusters Score -1196613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1196623.000000 Penalty: 2982.252930
	Iteration 24Q: 3 clusters Score -1196623 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1196631.125000 Penalty: 2982.252930
	Iteration 25Q: 3 clusters Score -1196631 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1196641.625000 Penalty: 2982.252930
	Iteration 26Q: 3 clusters Score -1196642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1196650.125000 Penalty: 2982.252930
	Iteration 27Q: 3 clusters Score -1196650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1196655.750000 Penalty: 2982.252930
	Iteration 28Q: 3 clusters Score -1196656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1196659.750000 Penalty: 2982.252930
	Iteration 29Q: 3 clusters Score -1196660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1196667.500000 Penalty: 2982.252930
	Iteration 30Q: 3 clusters Score -1196668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1196670.750000 Penalty: 2982.252930
	Iteration 31Q: 3 clusters Score -1196671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1196678.125000 Penalty: 2982.252930
	Iteration 32Q: 3 clusters Score -1196678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1196679.250000 Penalty: 2982.252930
	Iteration 33Q: 3 clusters Score -1196679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1196680.500000 Penalty: 2982.252930
	Iteration 34Q: 3 clusters Score -1196680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1196685.375000 Penalty: 2982.252930
	Iteration 35Q: 3 clusters Score -1196685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1196686.875000 Penalty: 2982.252930
	Iteration 36Q: 3 clusters Score -1196687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1196689.125000 Penalty: 2982.252930
	Iteration 37Q: 3 clusters Score -1196689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1196693.875000 Penalty: 2982.252930
	Iteration 38Q: 3 clusters Score -1196694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1196695.000000 Penalty: 2982.252930
	Iteration 39Q: 3 clusters Score -1196695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1196697.375000 Penalty: 2982.252930
	Iteration 40F: 3 clusters Score -1196697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1196697.125000 Penalty: 2982.252930
	Iteration 41Q: 3 clusters Score -1196697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1196699.750000 Penalty: 2982.252930
	Iteration 42Q: 3 clusters Score -1196700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1196699.500000 Penalty: 2982.252930
	Iteration 43Q: 3 clusters Score -1196700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1196701.125000 Penalty: 2982.252930
	Iteration 44Q: 3 clusters Score -1196701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1196702.500000 Penalty: 2982.252930
	Iteration 45Q: 3 clusters Score -1196702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1196703.125000 Penalty: 2982.252930
	Iteration 46Q: 3 clusters Score -1196703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1196703.125000 Penalty: 2982.252930
	Iteration 47F: 3 clusters Score -1196703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (74347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74347 members 
Entering Unmasked Estep 
Score: -9345560.000000 Penalty: 1822.681030
	Iteration 0F: 2 clusters Score -9345560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -9296123.000000 Penalty: 3645.362061
	Iteration 0F: 3 clusters Score -9296123 nChanged 35394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -9316796.000000 Penalty: 3645.362061
	Iteration 1F: 3 clusters Score -9316796 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -9317884.000000 Penalty: 3645.362061
	Iteration 2Q: 3 clusters Score -9317884 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -9319667.000000 Penalty: 3645.362061
	Iteration 3Q: 3 clusters Score -9319667 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -9322234.000000 Penalty: 3645.362061
	Iteration 4F: 3 clusters Score -9322234 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 47894 members 
Entering Unmasked Estep 
Score: -9325307.000000 Penalty: 3645.362061
	Iteration 5F: 3 clusters Score -9325307 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 50820 members 
Entering Unmasked Estep 
Score: -9328648.000000 Penalty: 3645.362061
	Iteration 6F: 3 clusters Score -9328648 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 53729 members 
Entering Unmasked Estep 
Score: -9331738.000000 Penalty: 3645.362061
	Iteration 7F: 3 clusters Score -9331738 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 56352 members 
Entering Unmasked Estep 
Score: -9334265.000000 Penalty: 3645.362061
	Iteration 8F: 3 clusters Score -9334265 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 58637 members 
Entering Unmasked Estep 
Score: -9336133.000000 Penalty: 3645.362061
	Iteration 9Q: 3 clusters Score -9336133 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 60680 members 
Entering Unmasked Estep 
Score: -9337610.000000 Penalty: 3645.362061
	Iteration 10Q: 3 clusters Score -9337610 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 62569 members 
Entering Unmasked Estep 
Score: -9338829.000000 Penalty: 3645.362061
	Iteration 11Q: 3 clusters Score -9338829 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 64210 members 
Entering Unmasked Estep 
Score: -9339677.000000 Penalty: 3645.362061
	Iteration 12Q: 3 clusters Score -9339677 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 65711 members 
Entering Unmasked Estep 
Score: -9340465.000000 Penalty: 3645.362061
	Iteration 13Q: 3 clusters Score -9340465 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 67064 members 
Entering Unmasked Estep 
Score: -9341105.000000 Penalty: 3645.362061
	Iteration 14Q: 3 clusters Score -9341105 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 68263 members 
Entering Unmasked Estep 
Score: -9341652.000000 Penalty: 3645.362061
	Iteration 15Q: 3 clusters Score -9341652 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 69290 members 
Entering Unmasked Estep 
Score: -9342143.000000 Penalty: 3645.362061
	Iteration 16Q: 3 clusters Score -9342143 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 70202 members 
Entering Unmasked Estep 
Score: -9342523.000000 Penalty: 3645.362061
	Iteration 17Q: 3 clusters Score -9342523 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 70917 members 
Entering Unmasked Estep 
Score: -9342836.000000 Penalty: 3645.362061
	Iteration 18Q: 3 clusters Score -9342836 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 71448 members 
Entering Unmasked Estep 
Score: -9343096.000000 Penalty: 3645.362061
	Iteration 19Q: 3 clusters Score -9343096 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 71879 members 
Entering Unmasked Estep 
Score: -9343275.000000 Penalty: 3645.362061
	Iteration 20F: 3 clusters Score -9343275 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 72224 members 
Entering Unmasked Estep 
Score: -9343422.000000 Penalty: 3645.362061
	Iteration 21Q: 3 clusters Score -9343422 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 72477 members 
Entering Unmasked Estep 
Score: -9343526.000000 Penalty: 3645.362061
	Iteration 22Q: 3 clusters Score -9343526 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 72680 members 
Entering Unmasked Estep 
Score: -9343646.000000 Penalty: 3645.362061
	Iteration 23Q: 3 clusters Score -9343646 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 72845 members 
Entering Unmasked Estep 
Score: -9343747.000000 Penalty: 3645.362061
	Iteration 24Q: 3 clusters Score -9343747 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 72977 members 
Entering Unmasked Estep 
Score: -9343799.000000 Penalty: 3645.362061
	Iteration 25Q: 3 clusters Score -9343799 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 73080 members 
Entering Unmasked Estep 
Score: -9343850.000000 Penalty: 3645.362061
	Iteration 26Q: 3 clusters Score -9343850 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 73169 members 
Entering Unmasked Estep 
Score: -9343882.000000 Penalty: 3645.362061
	Iteration 27Q: 3 clusters Score -9343882 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 73245 members 
Entering Unmasked Estep 
Score: -9343925.000000 Penalty: 3645.362061
	Iteration 28Q: 3 clusters Score -9343925 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 73306 members 
Entering Unmasked Estep 
Score: -9343963.000000 Penalty: 3645.362061
	Iteration 29Q: 3 clusters Score -9343963 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 73352 members 
Entering Unmasked Estep 
Score: -9343986.000000 Penalty: 3645.362061
	Iteration 30Q: 3 clusters Score -9343986 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 73393 members 
Entering Unmasked Estep 
Score: -9344004.000000 Penalty: 3645.362061
	Iteration 31Q: 3 clusters Score -9344004 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 73427 members 
Entering Unmasked Estep 
Score: -9344024.000000 Penalty: 3645.362061
	Iteration 32Q: 3 clusters Score -9344024 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 73454 members 
Entering Unmasked Estep 
Score: -9344033.000000 Penalty: 3645.362061
	Iteration 33Q: 3 clusters Score -9344033 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 73472 members 
Entering Unmasked Estep 
Score: -9344052.000000 Penalty: 3645.362061
	Iteration 34Q: 3 clusters Score -9344052 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 73493 members 
Entering Unmasked Estep 
Score: -9344060.000000 Penalty: 3645.362061
	Iteration 35Q: 3 clusters Score -9344060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 73506 members 
Entering Unmasked Estep 
Score: -9344071.000000 Penalty: 3645.362061
	Iteration 36Q: 3 clusters Score -9344071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 73527 members 
Entering Unmasked Estep 
Score: -9344067.000000 Penalty: 3645.362061
	Iteration 37Q: 3 clusters Score -9344067 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 73544 members 
Entering Unmasked Estep 
Score: -9344075.000000 Penalty: 3645.362061
	Iteration 38Q: 3 clusters Score -9344075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 73559 members 
Entering Unmasked Estep 
Score: -9344069.000000 Penalty: 3645.362061
	Iteration 39Q: 3 clusters Score -9344069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 73569 members 
Entering Unmasked Estep 
Score: -9344081.000000 Penalty: 3645.362061
	Iteration 40F: 3 clusters Score -9344081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 73577 members 
Entering Unmasked Estep 
Score: -9344089.000000 Penalty: 3645.362061
	Iteration 41Q: 3 clusters Score -9344089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 73582 members 
Entering Unmasked Estep 
Score: -9344087.000000 Penalty: 3645.362061
	Iteration 42Q: 3 clusters Score -9344087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 73591 members 
Entering Unmasked Estep 
Score: -9344099.000000 Penalty: 3645.362061
	Iteration 43Q: 3 clusters Score -9344099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 73607 members 
Entering Unmasked Estep 
Score: -9344108.000000 Penalty: 3645.362061
	Iteration 44Q: 3 clusters Score -9344108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 73615 members 
Entering Unmasked Estep 
Score: -9344106.000000 Penalty: 3645.362061
	Iteration 45Q: 3 clusters Score -9344106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 73621 members 
Entering Unmasked Estep 
Score: -9344123.000000 Penalty: 3645.362061
	Iteration 46Q: 3 clusters Score -9344123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 73628 members 
Entering Unmasked Estep 
Score: -9344125.000000 Penalty: 3645.362061
	Iteration 47Q: 3 clusters Score -9344125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 73631 members 
Entering Unmasked Estep 
Score: -9344122.000000 Penalty: 3645.362061
	Iteration 48Q: 3 clusters Score -9344122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 73632 members 
Entering Unmasked Estep 
Score: -9344117.000000 Penalty: 3645.362061
	Iteration 49Q: 3 clusters Score -9344117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 73638 members 
Entering Unmasked Estep 
Score: -9344128.000000 Penalty: 3645.362061
	Iteration 50Q: 3 clusters Score -9344128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 73640 members 
Entering Unmasked Estep 
Score: -9344128.000000 Penalty: 3645.362061
	Iteration 51Q: 3 clusters Score -9344128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 73642 members 
Entering Unmasked Estep 
Score: -9344128.000000 Penalty: 3645.362061
	Iteration 52Q: 3 clusters Score -9344128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 73642 members 
Entering Unmasked Estep 
Score: -9344128.000000 Penalty: 3645.362061
	Iteration 53F: 3 clusters Score -9344128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Entering Unmasked Estep 
Score: -309545.906250 Penalty: 1273.730713
	Iteration 0F: 2 clusters Score -309545.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -307140.406250 Penalty: 2547.461426
	Iteration 0F: 3 clusters Score -307140.4 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -307700.718750 Penalty: 2547.461426
	Iteration 1F: 3 clusters Score -307700.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -307843.062500 Penalty: 2547.461426
	Iteration 2F: 3 clusters Score -307843.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -307954.625000 Penalty: 2547.461426
	Iteration 3F: 3 clusters Score -307954.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -308034.562500 Penalty: 2547.461426
	Iteration 4Q: 3 clusters Score -308034.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -308089.968750 Penalty: 2547.461426
	Iteration 5Q: 3 clusters Score -308090 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -308123.406250 Penalty: 2547.461426
	Iteration 6Q: 3 clusters Score -308123.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -308153.843750 Penalty: 2547.461426
	Iteration 7Q: 3 clusters Score -308153.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -308186.000000 Penalty: 2547.461426
	Iteration 8Q: 3 clusters Score -308186 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -308208.875000 Penalty: 2547.461426
	Iteration 9Q: 3 clusters Score -308208.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -308229.593750 Penalty: 2547.461426
	Iteration 10Q: 3 clusters Score -308229.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -308257.218750 Penalty: 2547.461426
	Iteration 11Q: 3 clusters Score -308257.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -308291.218750 Penalty: 2547.461426
	Iteration 12Q: 3 clusters Score -308291.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -308315.093750 Penalty: 2547.461426
	Iteration 13Q: 3 clusters Score -308315.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -308340.343750 Penalty: 2547.461426
	Iteration 14Q: 3 clusters Score -308340.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -308361.312500 Penalty: 2547.461426
	Iteration 15Q: 3 clusters Score -308361.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -308375.531250 Penalty: 2547.461426
	Iteration 16Q: 3 clusters Score -308375.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -308381.593750 Penalty: 2547.461426
	Iteration 17Q: 3 clusters Score -308381.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -308384.781250 Penalty: 2547.461426
	Iteration 18Q: 3 clusters Score -308384.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -308388.031250 Penalty: 2547.461426
	Iteration 19Q: 3 clusters Score -308388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -308389.937500 Penalty: 2547.461426
	Iteration 20F: 3 clusters Score -308389.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -308391.343750 Penalty: 2547.461426
	Iteration 21Q: 3 clusters Score -308391.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -308392.625000 Penalty: 2547.461426
	Iteration 22Q: 3 clusters Score -308392.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -308396.531250 Penalty: 2547.461426
	Iteration 23Q: 3 clusters Score -308396.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -308398.156250 Penalty: 2547.461426
	Iteration 24Q: 3 clusters Score -308398.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -308400.937500 Penalty: 2547.461426
	Iteration 25Q: 3 clusters Score -308400.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -308403.000000 Penalty: 2547.461426
	Iteration 26Q: 3 clusters Score -308403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -308403.343750 Penalty: 2547.461426
	Iteration 27Q: 3 clusters Score -308403.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -308403.500000 Penalty: 2547.461426
	Iteration 28Q: 3 clusters Score -308403.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -308404.156250 Penalty: 2547.461426
	Iteration 29Q: 3 clusters Score -308404.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -308404.156250 Penalty: 2547.461426
	Iteration 30F: 3 clusters Score -308404.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (105027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105027 members 
Entering Unmasked Estep 
Score: -13146481.000000 Penalty: 1878.820557
	Iteration 0F: 2 clusters Score -1.314648e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 52499 members 
Entering Unmasked Estep 
Score: -13079338.000000 Penalty: 3757.641113
	Iteration 0F: 3 clusters Score -1.307934e+07 nChanged 50331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54287 members 
Mstep: Class 2 contains 50740 members 
Entering Unmasked Estep 
Score: -13108802.000000 Penalty: 3757.641113
	Iteration 1F: 3 clusters Score -1.31088e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54972 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -13109721.000000 Penalty: 3757.641113
	Iteration 2Q: 3 clusters Score -1.310972e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55922 members 
Mstep: Class 2 contains 49105 members 
Entering Unmasked Estep 
Score: -13110953.000000 Penalty: 3757.641113
	Iteration 3Q: 3 clusters Score -1.311095e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57365 members 
Mstep: Class 2 contains 47662 members 
Entering Unmasked Estep 
Score: -13112469.000000 Penalty: 3757.641113
	Iteration 4Q: 3 clusters Score -1.311247e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59276 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -13114249.000000 Penalty: 3757.641113
	Iteration 5Q: 3 clusters Score -1.311425e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61695 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
Score: -13116811.000000 Penalty: 3757.641113
	Iteration 6Q: 3 clusters Score -1.311681e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64648 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -13120148.000000 Penalty: 3757.641113
	Iteration 7F: 3 clusters Score -1.312015e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67602 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -13124177.000000 Penalty: 3757.641113
	Iteration 8F: 3 clusters Score -1.312418e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70193 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -13128213.000000 Penalty: 3757.641113
	Iteration 9F: 3 clusters Score -1.312821e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72098 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -13130889.000000 Penalty: 3757.641113
	Iteration 10Q: 3 clusters Score -1.313089e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73726 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -13132117.000000 Penalty: 3757.641113
	Iteration 11Q: 3 clusters Score -1.313212e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75235 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -13132820.000000 Penalty: 3757.641113
	Iteration 12Q: 3 clusters Score -1.313282e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76668 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -13133411.000000 Penalty: 3757.641113
	Iteration 13Q: 3 clusters Score -1.313341e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78143 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -13133991.000000 Penalty: 3757.641113
	Iteration 14Q: 3 clusters Score -1.313399e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79589 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -13134592.000000 Penalty: 3757.641113
	Iteration 15Q: 3 clusters Score -1.313459e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81010 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -13135250.000000 Penalty: 3757.641113
	Iteration 16Q: 3 clusters Score -1.313525e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82463 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -13136009.000000 Penalty: 3757.641113
	Iteration 17Q: 3 clusters Score -1.313601e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83938 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -13136847.000000 Penalty: 3757.641113
	Iteration 18Q: 3 clusters Score -1.313685e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85318 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -13137546.000000 Penalty: 3757.641113
	Iteration 19Q: 3 clusters Score -1.313755e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86712 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -13138327.000000 Penalty: 3757.641113
	Iteration 20F: 3 clusters Score -1.313833e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88070 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -13139063.000000 Penalty: 3757.641113
	Iteration 21Q: 3 clusters Score -1.313906e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89414 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -13139876.000000 Penalty: 3757.641113
	Iteration 22Q: 3 clusters Score -1.313988e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90665 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -13140996.000000 Penalty: 3757.641113
	Iteration 23Q: 3 clusters Score -1.3141e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92033 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -13142036.000000 Penalty: 3757.641113
	Iteration 24Q: 3 clusters Score -1.314204e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93480 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -13143098.000000 Penalty: 3757.641113
	Iteration 25Q: 3 clusters Score -1.31431e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95023 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -13143982.000000 Penalty: 3757.641113
	Iteration 26Q: 3 clusters Score -1.314398e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96522 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -13144646.000000 Penalty: 3757.641113
	Iteration 27Q: 3 clusters Score -1.314465e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97938 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -13145220.000000 Penalty: 3757.641113
	Iteration 28Q: 3 clusters Score -1.314522e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99222 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -13145680.000000 Penalty: 3757.641113
	Iteration 29Q: 3 clusters Score -1.314568e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100323 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -13145918.000000 Penalty: 3757.641113
	Iteration 30Q: 3 clusters Score -1.314592e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101248 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -13146009.000000 Penalty: 3757.641113
	Iteration 31Q: 3 clusters Score -1.314601e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102011 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -13145972.000000 Penalty: 3757.641113
	Iteration 32Q: 3 clusters Score -1.314597e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102595 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -13145897.000000 Penalty: 3757.641113
	Iteration 33Q: 3 clusters Score -1.31459e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103052 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -13145810.000000 Penalty: 3757.641113
	Iteration 34Q: 3 clusters Score -1.314581e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103427 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -13145740.000000 Penalty: 3757.641113
	Iteration 35Q: 3 clusters Score -1.314574e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103705 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -13145596.000000 Penalty: 3757.641113
	Iteration 36Q: 3 clusters Score -1.31456e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103933 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -13145574.000000 Penalty: 3757.641113
	Iteration 37Q: 3 clusters Score -1.314557e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104092 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -13145529.000000 Penalty: 3757.641113
	Iteration 38Q: 3 clusters Score -1.314553e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104208 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -13145462.000000 Penalty: 3757.641113
	Iteration 39Q: 3 clusters Score -1.314546e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104292 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -13145374.000000 Penalty: 3757.641113
	Iteration 40F: 3 clusters Score -1.314537e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104355 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -13145326.000000 Penalty: 3757.641113
	Iteration 41Q: 3 clusters Score -1.314533e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104406 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -13145313.000000 Penalty: 3757.641113
	Iteration 42Q: 3 clusters Score -1.314531e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104446 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -13145293.000000 Penalty: 3757.641113
	Iteration 43Q: 3 clusters Score -1.314529e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104476 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -13145273.000000 Penalty: 3757.641113
	Iteration 44Q: 3 clusters Score -1.314527e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104506 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -13145264.000000 Penalty: 3757.641113
	Iteration 45Q: 3 clusters Score -1.314526e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104527 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -13145248.000000 Penalty: 3757.641113
	Iteration 46Q: 3 clusters Score -1.314525e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104547 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -13145245.000000 Penalty: 3757.641113
	Iteration 47Q: 3 clusters Score -1.314524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104557 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -13145234.000000 Penalty: 3757.641113
	Iteration 48Q: 3 clusters Score -1.314523e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104568 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -13145231.000000 Penalty: 3757.641113
	Iteration 49Q: 3 clusters Score -1.314523e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104580 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -13145223.000000 Penalty: 3757.641113
	Iteration 50Q: 3 clusters Score -1.314522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104588 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -13145225.000000 Penalty: 3757.641113
	Iteration 51Q: 3 clusters Score -1.314522e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104596 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -13145228.000000 Penalty: 3757.641113
	Iteration 52Q: 3 clusters Score -1.314523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104602 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -13145222.000000 Penalty: 3757.641113
	Iteration 53Q: 3 clusters Score -1.314522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104610 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -13145223.000000 Penalty: 3757.641113
	Iteration 54Q: 3 clusters Score -1.314522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104616 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -13145224.000000 Penalty: 3757.641113
	Iteration 55Q: 3 clusters Score -1.314522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104617 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -13145231.000000 Penalty: 3757.641113
	Iteration 56Q: 3 clusters Score -1.314523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104616 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -13145228.000000 Penalty: 3757.641113
	Iteration 57Q: 3 clusters Score -1.314523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104619 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -13145229.000000 Penalty: 3757.641113
	Iteration 58Q: 3 clusters Score -1.314523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104620 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -13145233.000000 Penalty: 3757.641113
	Iteration 59Q: 3 clusters Score -1.314523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104619 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -13145236.000000 Penalty: 3757.641113
	Iteration 60F: 3 clusters Score -1.314524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (99917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99917 members 
Entering Unmasked Estep 
Score: -12608287.000000 Penalty: 1870.715454
	Iteration 0F: 2 clusters Score -1.260829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49849 members 
Mstep: Class 2 contains 50068 members 
Entering Unmasked Estep 
Score: -12543229.000000 Penalty: 3741.430908
	Iteration 0F: 3 clusters Score -1.254323e+07 nChanged 47513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47674 members 
Mstep: Class 2 contains 52243 members 
Entering Unmasked Estep 
Score: -12570719.000000 Penalty: 3741.430908
	Iteration 1F: 3 clusters Score -1.257072e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 53464 members 
Entering Unmasked Estep 
Score: -12571654.000000 Penalty: 3741.430908
	Iteration 2Q: 3 clusters Score -1.257165e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 55216 members 
Entering Unmasked Estep 
Score: -12573054.000000 Penalty: 3741.430908
	Iteration 3Q: 3 clusters Score -1.257305e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 57842 members 
Entering Unmasked Estep 
Score: -12575413.000000 Penalty: 3741.430908
	Iteration 4Q: 3 clusters Score -1.257541e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 61441 members 
Entering Unmasked Estep 
Score: -12578922.000000 Penalty: 3741.430908
	Iteration 5F: 3 clusters Score -1.257892e+07 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 65701 members 
Entering Unmasked Estep 
Score: -12583718.000000 Penalty: 3741.430908
	Iteration 6F: 3 clusters Score -1.258372e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 69767 members 
Entering Unmasked Estep 
Score: -12588781.000000 Penalty: 3741.430908
	Iteration 7F: 3 clusters Score -1.258878e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 72884 members 
Entering Unmasked Estep 
Score: -12592957.000000 Penalty: 3741.430908
	Iteration 8F: 3 clusters Score -1.259296e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 75132 members 
Entering Unmasked Estep 
Score: -12595369.000000 Penalty: 3741.430908
	Iteration 9Q: 3 clusters Score -1.259537e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 76831 members 
Entering Unmasked Estep 
Score: -12596554.000000 Penalty: 3741.430908
	Iteration 10Q: 3 clusters Score -1.259655e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 78295 members 
Entering Unmasked Estep 
Score: -12597308.000000 Penalty: 3741.430908
	Iteration 11Q: 3 clusters Score -1.259731e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 79673 members 
Entering Unmasked Estep 
Score: -12597848.000000 Penalty: 3741.430908
	Iteration 12Q: 3 clusters Score -1.259785e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 81037 members 
Entering Unmasked Estep 
Score: -12598361.000000 Penalty: 3741.430908
	Iteration 13Q: 3 clusters Score -1.259836e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 82333 members 
Entering Unmasked Estep 
Score: -12598957.000000 Penalty: 3741.430908
	Iteration 14Q: 3 clusters Score -1.259896e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 83514 members 
Entering Unmasked Estep 
Score: -12599517.000000 Penalty: 3741.430908
	Iteration 15Q: 3 clusters Score -1.259952e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 84588 members 
Entering Unmasked Estep 
Score: -12599953.000000 Penalty: 3741.430908
	Iteration 16Q: 3 clusters Score -1.259995e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 85669 members 
Entering Unmasked Estep 
Score: -12600543.000000 Penalty: 3741.430908
	Iteration 17Q: 3 clusters Score -1.260054e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 86686 members 
Entering Unmasked Estep 
Score: -12600955.000000 Penalty: 3741.430908
	Iteration 18Q: 3 clusters Score -1.260096e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 87671 members 
Entering Unmasked Estep 
Score: -12601444.000000 Penalty: 3741.430908
	Iteration 19Q: 3 clusters Score -1.260144e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 88629 members 
Entering Unmasked Estep 
Score: -12601939.000000 Penalty: 3741.430908
	Iteration 20F: 3 clusters Score -1.260194e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 89539 members 
Entering Unmasked Estep 
Score: -12602399.000000 Penalty: 3741.430908
	Iteration 21Q: 3 clusters Score -1.26024e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 90444 members 
Entering Unmasked Estep 
Score: -12603119.000000 Penalty: 3741.430908
	Iteration 22Q: 3 clusters Score -1.260312e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 91407 members 
Entering Unmasked Estep 
Score: -12603845.000000 Penalty: 3741.430908
	Iteration 23Q: 3 clusters Score -1.260384e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 92352 members 
Entering Unmasked Estep 
Score: -12604453.000000 Penalty: 3741.430908
	Iteration 24Q: 3 clusters Score -1.260445e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 93283 members 
Entering Unmasked Estep 
Score: -12605016.000000 Penalty: 3741.430908
	Iteration 25Q: 3 clusters Score -1.260502e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 94199 members 
Entering Unmasked Estep 
Score: -12605470.000000 Penalty: 3741.430908
	Iteration 26Q: 3 clusters Score -1.260547e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 95136 members 
Entering Unmasked Estep 
Score: -12605886.000000 Penalty: 3741.430908
	Iteration 27Q: 3 clusters Score -1.260589e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 96012 members 
Entering Unmasked Estep 
Score: -12606221.000000 Penalty: 3741.430908
	Iteration 28Q: 3 clusters Score -1.260622e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 96763 members 
Entering Unmasked Estep 
Score: -12606460.000000 Penalty: 3741.430908
	Iteration 29Q: 3 clusters Score -1.260646e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 97407 members 
Entering Unmasked Estep 
Score: -12606633.000000 Penalty: 3741.430908
	Iteration 30Q: 3 clusters Score -1.260663e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 97881 members 
Entering Unmasked Estep 
Score: -12606782.000000 Penalty: 3741.430908
	Iteration 31Q: 3 clusters Score -1.260678e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 98221 members 
Entering Unmasked Estep 
Score: -12606836.000000 Penalty: 3741.430908
	Iteration 32Q: 3 clusters Score -1.260684e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 98480 members 
Entering Unmasked Estep 
Score: -12606899.000000 Penalty: 3741.430908
	Iteration 33Q: 3 clusters Score -1.26069e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 98670 members 
Entering Unmasked Estep 
Score: -12606969.000000 Penalty: 3741.430908
	Iteration 34Q: 3 clusters Score -1.260697e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 98804 members 
Entering Unmasked Estep 
Score: -12606982.000000 Penalty: 3741.430908
	Iteration 35Q: 3 clusters Score -1.260698e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 98909 members 
Entering Unmasked Estep 
Score: -12607013.000000 Penalty: 3741.430908
	Iteration 36Q: 3 clusters Score -1.260701e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 98991 members 
Entering Unmasked Estep 
Score: -12607030.000000 Penalty: 3741.430908
	Iteration 37Q: 3 clusters Score -1.260703e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 99055 members 
Entering Unmasked Estep 
Score: -12607048.000000 Penalty: 3741.430908
	Iteration 38Q: 3 clusters Score -1.260705e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99110 members 
Entering Unmasked Estep 
Score: -12607055.000000 Penalty: 3741.430908
	Iteration 39Q: 3 clusters Score -1.260706e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 99156 members 
Entering Unmasked Estep 
Score: -12607060.000000 Penalty: 3741.430908
	Iteration 40F: 3 clusters Score -1.260706e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 99182 members 
Entering Unmasked Estep 
Score: -12607072.000000 Penalty: 3741.430908
	Iteration 41Q: 3 clusters Score -1.260707e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 99214 members 
Entering Unmasked Estep 
Score: -12607092.000000 Penalty: 3741.430908
	Iteration 42Q: 3 clusters Score -1.260709e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 99242 members 
Entering Unmasked Estep 
Score: -12607073.000000 Penalty: 3741.430908
	Iteration 43Q: 3 clusters Score -1.260707e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 99258 members 
Entering Unmasked Estep 
Score: -12607078.000000 Penalty: 3741.430908
	Iteration 44Q: 3 clusters Score -1.260708e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 99271 members 
Entering Unmasked Estep 
Score: -12607065.000000 Penalty: 3741.430908
	Iteration 45Q: 3 clusters Score -1.260706e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 99280 members 
Entering Unmasked Estep 
Score: -12607085.000000 Penalty: 3741.430908
	Iteration 46Q: 3 clusters Score -1.260708e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 99294 members 
Entering Unmasked Estep 
Score: -12607078.000000 Penalty: 3741.430908
	Iteration 47Q: 3 clusters Score -1.260708e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 99303 members 
Entering Unmasked Estep 
Score: -12607093.000000 Penalty: 3741.430908
	Iteration 48Q: 3 clusters Score -1.260709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 99307 members 
Entering Unmasked Estep 
Score: -12607095.000000 Penalty: 3741.430908
	Iteration 49Q: 3 clusters Score -1.26071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 99309 members 
Entering Unmasked Estep 
Score: -12607090.000000 Penalty: 3741.430908
	Iteration 50Q: 3 clusters Score -1.260709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 99310 members 
Entering Unmasked Estep 
Score: -12607099.000000 Penalty: 3741.430908
	Iteration 51Q: 3 clusters Score -1.26071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 99311 members 
Entering Unmasked Estep 
Score: -12607098.000000 Penalty: 3741.430908
	Iteration 52Q: 3 clusters Score -1.26071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 99311 members 
Entering Unmasked Estep 
Score: -12607098.000000 Penalty: 3741.430908
	Iteration 53F: 3 clusters Score -1.26071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (98120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98120 members 
Entering Unmasked Estep 
Score: -12424752.000000 Penalty: 1867.766235
	Iteration 0F: 2 clusters Score -1.242475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49310 members 
Mstep: Class 2 contains 48810 members 
Entering Unmasked Estep 
Score: -12361652.000000 Penalty: 3735.532471
	Iteration 0F: 3 clusters Score -1.236165e+07 nChanged 46887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53633 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -12389158.000000 Penalty: 3735.532471
	Iteration 1F: 3 clusters Score -1.238916e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56394 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -12390683.000000 Penalty: 3735.532471
	Iteration 2Q: 3 clusters Score -1.239068e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60348 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -12392795.000000 Penalty: 3735.532471
	Iteration 3Q: 3 clusters Score -1.23928e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65682 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -12396310.000000 Penalty: 3735.532471
	Iteration 4F: 3 clusters Score -1.239631e+07 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72348 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -12401801.000000 Penalty: 3735.532471
	Iteration 5F: 3 clusters Score -1.24018e+07 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79527 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -12408260.000000 Penalty: 3735.532471
	Iteration 6F: 3 clusters Score -1.240826e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85709 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -12414049.000000 Penalty: 3735.532471
	Iteration 7F: 3 clusters Score -1.241405e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89977 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -12418145.000000 Penalty: 3735.532471
	Iteration 8Q: 3 clusters Score -1.241814e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92696 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -12420778.000000 Penalty: 3735.532471
	Iteration 9Q: 3 clusters Score -1.242078e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94485 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -12422174.000000 Penalty: 3735.532471
	Iteration 10Q: 3 clusters Score -1.242217e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95696 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -12422882.000000 Penalty: 3735.532471
	Iteration 11Q: 3 clusters Score -1.242288e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96436 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -12423132.000000 Penalty: 3735.532471
	Iteration 12Q: 3 clusters Score -1.242313e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96901 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -12423213.000000 Penalty: 3735.532471
	Iteration 13Q: 3 clusters Score -1.242321e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97161 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -12423255.000000 Penalty: 3735.532471
	Iteration 14Q: 3 clusters Score -1.242326e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97316 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -12423313.000000 Penalty: 3735.532471
	Iteration 15Q: 3 clusters Score -1.242331e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97438 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -12423308.000000 Penalty: 3735.532471
	Iteration 16Q: 3 clusters Score -1.242331e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97511 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -12423322.000000 Penalty: 3735.532471
	Iteration 17Q: 3 clusters Score -1.242332e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97561 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -12423351.000000 Penalty: 3735.532471
	Iteration 18Q: 3 clusters Score -1.242335e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97602 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -12423351.000000 Penalty: 3735.532471
	Iteration 19Q: 3 clusters Score -1.242335e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97627 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -12423350.000000 Penalty: 3735.532471
	Iteration 20F: 3 clusters Score -1.242335e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97647 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -12423370.000000 Penalty: 3735.532471
	Iteration 21Q: 3 clusters Score -1.242337e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97658 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -12423382.000000 Penalty: 3735.532471
	Iteration 22Q: 3 clusters Score -1.242338e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97671 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -12423376.000000 Penalty: 3735.532471
	Iteration 23Q: 3 clusters Score -1.242338e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97683 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -12423383.000000 Penalty: 3735.532471
	Iteration 24Q: 3 clusters Score -1.242338e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97693 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -12423400.000000 Penalty: 3735.532471
	Iteration 25Q: 3 clusters Score -1.24234e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97701 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -12423410.000000 Penalty: 3735.532471
	Iteration 26Q: 3 clusters Score -1.242341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97706 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -12423418.000000 Penalty: 3735.532471
	Iteration 27Q: 3 clusters Score -1.242342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97713 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -12423410.000000 Penalty: 3735.532471
	Iteration 28Q: 3 clusters Score -1.242341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97719 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -12423409.000000 Penalty: 3735.532471
	Iteration 29Q: 3 clusters Score -1.242341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97723 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -12423420.000000 Penalty: 3735.532471
	Iteration 30Q: 3 clusters Score -1.242342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97721 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -12423421.000000 Penalty: 3735.532471
	Iteration 31Q: 3 clusters Score -1.242342e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97721 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -12423421.000000 Penalty: 3735.532471
	Iteration 32F: 3 clusters Score -1.242342e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Entering Unmasked Estep 
Score: -113342.820312 Penalty: 1140.926147
	Iteration 0F: 2 clusters Score -113342.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -111813.476562 Penalty: 2281.852295
	Iteration 0F: 3 clusters Score -111813.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -112337.242188 Penalty: 2281.852295
	Iteration 1F: 3 clusters Score -112337.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -112723.250000 Penalty: 2281.852295
	Iteration 2F: 3 clusters Score -112723.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -113114.867188 Penalty: 2281.852295
	Iteration 3F: 3 clusters Score -113114.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -113412.304688 Penalty: 2281.852295
	Iteration 4F: 3 clusters Score -113412.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -113564.164062 Penalty: 2281.852295
	Iteration 5F: 3 clusters Score -113564.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -113630.750000 Penalty: 2281.852295
	Iteration 6Q: 3 clusters Score -113630.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -113681.593750 Penalty: 2281.852295
	Iteration 7Q: 3 clusters Score -113681.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -113762.015625 Penalty: 2281.852295
	Iteration 8Q: 3 clusters Score -113762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -113794.375000 Penalty: 2281.852295
	Iteration 9Q: 3 clusters Score -113794.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -113807.773438 Penalty: 2281.852295
	Iteration 10Q: 3 clusters Score -113807.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -113811.093750 Penalty: 2281.852295
	Iteration 11Q: 3 clusters Score -113811.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -113812.523438 Penalty: 2281.852295
	Iteration 12Q: 3 clusters Score -113812.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -113815.593750 Penalty: 2281.852295
	Iteration 13Q: 3 clusters Score -113815.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -113815.593750 Penalty: 2281.852295
	Iteration 14F: 3 clusters Score -113815.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105887 members 
Mstep: Class 2 contains 11618 members 
Mstep: Class 3 contains 6994 members 
Mstep: Class 4 contains 122035 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5944 members 
Mstep: Class 8 contains 9664 members 
Mstep: Class 9 contains 74347 members 
Mstep: Class 10 contains 2536 members 
Mstep: Class 11 contains 105027 members 
Mstep: Class 12 contains 99917 members 
Mstep: Class 13 contains 98120 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 3227 members 
Mstep: Class 16 contains 74714 members 
Mstep: Class 17 contains 24687 members 
Mstep: Class 18 contains 14283 members 
Mstep: Class 19 contains 2728 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7787 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4774 members 
Mstep: Class 26 contains 19885 members 
Mstep: Class 27 contains 6681 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9462 members 
Mstep: Class 30 contains 34442 members 
Mstep: Class 31 contains 35832 members 
Mstep: Class 32 contains 1932 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2987 members 
Mstep: Class 35 contains 17792 members 
Mstep: Class 36 contains 6510 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1110 members 
Mstep: Class 41 contains 583 members 
Entering Unmasked Estep 
Score: -111780776.000000 Penalty: 91479.007812
Splitting cluster 14 changes total score from -111781536.000000 to -111780776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (3227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Entering Unmasked Estep 
Score: -404214.812500 Penalty: 1312.887573
	Iteration 0F: 2 clusters Score -404214.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -401327.500000 Penalty: 2625.775146
	Iteration 0F: 3 clusters Score -401327.5 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -402032.937500 Penalty: 2625.775146
	Iteration 1F: 3 clusters Score -402032.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -402184.812500 Penalty: 2625.775146
	Iteration 2F: 3 clusters Score -402184.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -402272.281250 Penalty: 2625.775146
	Iteration 3F: 3 clusters Score -402272.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -402337.031250 Penalty: 2625.775146
	Iteration 4Q: 3 clusters Score -402337 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -402395.937500 Penalty: 2625.775146
	Iteration 5Q: 3 clusters Score -402395.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -402435.000000 Penalty: 2625.775146
	Iteration 6Q: 3 clusters Score -402435 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -402454.656250 Penalty: 2625.775146
	Iteration 7Q: 3 clusters Score -402454.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -402465.937500 Penalty: 2625.775146
	Iteration 8Q: 3 clusters Score -402465.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -402476.593750 Penalty: 2625.775146
	Iteration 9Q: 3 clusters Score -402476.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -402489.031250 Penalty: 2625.775146
	Iteration 10Q: 3 clusters Score -402489 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -402503.062500 Penalty: 2625.775146
	Iteration 11Q: 3 clusters Score -402503.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -402513.406250 Penalty: 2625.775146
	Iteration 12Q: 3 clusters Score -402513.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -402524.406250 Penalty: 2625.775146
	Iteration 13Q: 3 clusters Score -402524.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -402537.531250 Penalty: 2625.775146
	Iteration 14Q: 3 clusters Score -402537.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -402547.843750 Penalty: 2625.775146
	Iteration 15Q: 3 clusters Score -402547.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -402564.687500 Penalty: 2625.775146
	Iteration 16Q: 3 clusters Score -402564.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -402579.750000 Penalty: 2625.775146
	Iteration 17Q: 3 clusters Score -402579.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -402597.843750 Penalty: 2625.775146
	Iteration 18Q: 3 clusters Score -402597.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -402609.531250 Penalty: 2625.775146
	Iteration 19Q: 3 clusters Score -402609.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -402622.593750 Penalty: 2625.775146
	Iteration 20F: 3 clusters Score -402622.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -402639.343750 Penalty: 2625.775146
	Iteration 21Q: 3 clusters Score -402639.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -402654.906250 Penalty: 2625.775146
	Iteration 22Q: 3 clusters Score -402654.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -402671.781250 Penalty: 2625.775146
	Iteration 23Q: 3 clusters Score -402671.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -402686.781250 Penalty: 2625.775146
	Iteration 24Q: 3 clusters Score -402686.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -402706.062500 Penalty: 2625.775146
	Iteration 25Q: 3 clusters Score -402706.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -402728.093750 Penalty: 2625.775146
	Iteration 26Q: 3 clusters Score -402728.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -402753.062500 Penalty: 2625.775146
	Iteration 27Q: 3 clusters Score -402753.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -402789.656250 Penalty: 2625.775146
	Iteration 28Q: 3 clusters Score -402789.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -402828.875000 Penalty: 2625.775146
	Iteration 29Q: 3 clusters Score -402828.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -402862.125000 Penalty: 2625.775146
	Iteration 30Q: 3 clusters Score -402862.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -402883.781250 Penalty: 2625.775146
	Iteration 31Q: 3 clusters Score -402883.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -402897.750000 Penalty: 2625.775146
	Iteration 32Q: 3 clusters Score -402897.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -402908.093750 Penalty: 2625.775146
	Iteration 33Q: 3 clusters Score -402908.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -402913.718750 Penalty: 2625.775146
	Iteration 34Q: 3 clusters Score -402913.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -402922.187500 Penalty: 2625.775146
	Iteration 35Q: 3 clusters Score -402922.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -402926.062500 Penalty: 2625.775146
	Iteration 36Q: 3 clusters Score -402926.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -402931.437500 Penalty: 2625.775146
	Iteration 37Q: 3 clusters Score -402931.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -402935.468750 Penalty: 2625.775146
	Iteration 38Q: 3 clusters Score -402935.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -402941.031250 Penalty: 2625.775146
	Iteration 39Q: 3 clusters Score -402941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -402946.593750 Penalty: 2625.775146
	Iteration 40F: 3 clusters Score -402946.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -402952.968750 Penalty: 2625.775146
	Iteration 41Q: 3 clusters Score -402953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -402958.343750 Penalty: 2625.775146
	Iteration 42Q: 3 clusters Score -402958.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -402962.437500 Penalty: 2625.775146
	Iteration 43Q: 3 clusters Score -402962.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -402969.937500 Penalty: 2625.775146
	Iteration 44Q: 3 clusters Score -402969.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -402973.218750 Penalty: 2625.775146
	Iteration 45Q: 3 clusters Score -402973.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -402979.125000 Penalty: 2625.775146
	Iteration 46Q: 3 clusters Score -402979.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -402984.218750 Penalty: 2625.775146
	Iteration 47Q: 3 clusters Score -402984.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -402986.312500 Penalty: 2625.775146
	Iteration 48Q: 3 clusters Score -402986.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -402988.093750 Penalty: 2625.775146
	Iteration 49Q: 3 clusters Score -402988.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -402991.375000 Penalty: 2625.775146
	Iteration 50Q: 3 clusters Score -402991.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -402992.250000 Penalty: 2625.775146
	Iteration 51Q: 3 clusters Score -402992.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -402993.875000 Penalty: 2625.775146
	Iteration 52Q: 3 clusters Score -402993.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -402995.343750 Penalty: 2625.775146
	Iteration 53Q: 3 clusters Score -402995.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -402998.125000 Penalty: 2625.775146
	Iteration 54Q: 3 clusters Score -402998.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -403000.468750 Penalty: 2625.775146
	Iteration 55Q: 3 clusters Score -403000.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -403001.468750 Penalty: 2625.775146
	Iteration 56Q: 3 clusters Score -403001.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -403004.187500 Penalty: 2625.775146
	Iteration 57Q: 3 clusters Score -403004.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -403004.375000 Penalty: 2625.775146
	Iteration 58Q: 3 clusters Score -403004.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -403006.218750 Penalty: 2625.775146
	Iteration 59Q: 3 clusters Score -403006.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -403008.875000 Penalty: 2625.775146
	Iteration 60F: 3 clusters Score -403008.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -403010.593750 Penalty: 2625.775146
	Iteration 61Q: 3 clusters Score -403010.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -403012.562500 Penalty: 2625.775146
	Iteration 62Q: 3 clusters Score -403012.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -403013.156250 Penalty: 2625.775146
	Iteration 63Q: 3 clusters Score -403013.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -403013.937500 Penalty: 2625.775146
	Iteration 64Q: 3 clusters Score -403013.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -403015.656250 Penalty: 2625.775146
	Iteration 65Q: 3 clusters Score -403015.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -403016.625000 Penalty: 2625.775146
	Iteration 66Q: 3 clusters Score -403016.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -403017.656250 Penalty: 2625.775146
	Iteration 67Q: 3 clusters Score -403017.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -403018.750000 Penalty: 2625.775146
	Iteration 68Q: 3 clusters Score -403018.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -403019.093750 Penalty: 2625.775146
	Iteration 69Q: 3 clusters Score -403019.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -403019.062500 Penalty: 2625.775146
	Iteration 70Q: 3 clusters Score -403019.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -403019.062500 Penalty: 2625.775146
	Iteration 71F: 3 clusters Score -403019.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (74714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74714 members 
Entering Unmasked Estep 
Score: -9288047.000000 Penalty: 1823.481201
	Iteration 0F: 2 clusters Score -9288047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -9237978.000000 Penalty: 3646.962402
	Iteration 0F: 3 clusters Score -9237978 nChanged 35595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -9258933.000000 Penalty: 3646.962402
	Iteration 1F: 3 clusters Score -9258933 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -9260299.000000 Penalty: 3646.962402
	Iteration 2Q: 3 clusters Score -9260299 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -9262319.000000 Penalty: 3646.962402
	Iteration 3F: 3 clusters Score -9262319 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -9265171.000000 Penalty: 3646.962402
	Iteration 4F: 3 clusters Score -9265171 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51106 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -9268983.000000 Penalty: 3646.962402
	Iteration 5F: 3 clusters Score -9268983 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55784 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -9273434.000000 Penalty: 3646.962402
	Iteration 6F: 3 clusters Score -9273434 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60180 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -9277939.000000 Penalty: 3646.962402
	Iteration 7F: 3 clusters Score -9277939 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63505 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -9281789.000000 Penalty: 3646.962402
	Iteration 8F: 3 clusters Score -9281789 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65498 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -9284365.000000 Penalty: 3646.962402
	Iteration 9Q: 3 clusters Score -9284365 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66568 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -9285549.000000 Penalty: 3646.962402
	Iteration 10Q: 3 clusters Score -9285549 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67300 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -9286094.000000 Penalty: 3646.962402
	Iteration 11Q: 3 clusters Score -9286094 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67833 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -9286313.000000 Penalty: 3646.962402
	Iteration 12Q: 3 clusters Score -9286313 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68258 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -9286520.000000 Penalty: 3646.962402
	Iteration 13Q: 3 clusters Score -9286520 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68634 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -9286677.000000 Penalty: 3646.962402
	Iteration 14Q: 3 clusters Score -9286677 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68975 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -9286744.000000 Penalty: 3646.962402
	Iteration 15Q: 3 clusters Score -9286744 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69318 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -9286876.000000 Penalty: 3646.962402
	Iteration 16Q: 3 clusters Score -9286876 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69586 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -9286907.000000 Penalty: 3646.962402
	Iteration 17Q: 3 clusters Score -9286907 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69826 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -9286969.000000 Penalty: 3646.962402
	Iteration 18Q: 3 clusters Score -9286969 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70026 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -9287013.000000 Penalty: 3646.962402
	Iteration 19Q: 3 clusters Score -9287013 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70203 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -9287041.000000 Penalty: 3646.962402
	Iteration 20F: 3 clusters Score -9287041 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70368 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -9287076.000000 Penalty: 3646.962402
	Iteration 21Q: 3 clusters Score -9287076 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70506 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -9287125.000000 Penalty: 3646.962402
	Iteration 22Q: 3 clusters Score -9287125 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70643 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -9287183.000000 Penalty: 3646.962402
	Iteration 23Q: 3 clusters Score -9287183 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70781 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -9287224.000000 Penalty: 3646.962402
	Iteration 24Q: 3 clusters Score -9287224 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70895 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -9287237.000000 Penalty: 3646.962402
	Iteration 25Q: 3 clusters Score -9287237 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70991 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -9287245.000000 Penalty: 3646.962402
	Iteration 26Q: 3 clusters Score -9287245 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71074 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -9287249.000000 Penalty: 3646.962402
	Iteration 27Q: 3 clusters Score -9287249 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71146 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -9287236.000000 Penalty: 3646.962402
	Iteration 28Q: 3 clusters Score -9287236 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71205 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -9287230.000000 Penalty: 3646.962402
	Iteration 29Q: 3 clusters Score -9287230 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71252 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -9287242.000000 Penalty: 3646.962402
	Iteration 30Q: 3 clusters Score -9287242 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71310 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -9287267.000000 Penalty: 3646.962402
	Iteration 31Q: 3 clusters Score -9287267 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71355 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -9287274.000000 Penalty: 3646.962402
	Iteration 32Q: 3 clusters Score -9287274 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71393 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -9287282.000000 Penalty: 3646.962402
	Iteration 33Q: 3 clusters Score -9287282 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71432 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -9287290.000000 Penalty: 3646.962402
	Iteration 34Q: 3 clusters Score -9287290 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71477 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -9287294.000000 Penalty: 3646.962402
	Iteration 35Q: 3 clusters Score -9287294 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71522 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -9287287.000000 Penalty: 3646.962402
	Iteration 36Q: 3 clusters Score -9287287 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71568 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -9287309.000000 Penalty: 3646.962402
	Iteration 37Q: 3 clusters Score -9287309 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71603 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -9287314.000000 Penalty: 3646.962402
	Iteration 38Q: 3 clusters Score -9287314 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71644 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -9287300.000000 Penalty: 3646.962402
	Iteration 39Q: 3 clusters Score -9287300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71675 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -9287312.000000 Penalty: 3646.962402
	Iteration 40F: 3 clusters Score -9287312 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71706 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -9287310.000000 Penalty: 3646.962402
	Iteration 41Q: 3 clusters Score -9287310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71729 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -9287327.000000 Penalty: 3646.962402
	Iteration 42Q: 3 clusters Score -9287327 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71757 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -9287328.000000 Penalty: 3646.962402
	Iteration 43Q: 3 clusters Score -9287328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71785 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -9287344.000000 Penalty: 3646.962402
	Iteration 44Q: 3 clusters Score -9287344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71808 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -9287351.000000 Penalty: 3646.962402
	Iteration 45Q: 3 clusters Score -9287351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71827 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -9287354.000000 Penalty: 3646.962402
	Iteration 46Q: 3 clusters Score -9287354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71842 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -9287348.000000 Penalty: 3646.962402
	Iteration 47Q: 3 clusters Score -9287348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71851 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -9287349.000000 Penalty: 3646.962402
	Iteration 48Q: 3 clusters Score -9287349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71861 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -9287367.000000 Penalty: 3646.962402
	Iteration 49Q: 3 clusters Score -9287367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71870 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -9287367.000000 Penalty: 3646.962402
	Iteration 50Q: 3 clusters Score -9287367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71876 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -9287374.000000 Penalty: 3646.962402
	Iteration 51Q: 3 clusters Score -9287374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71879 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -9287367.000000 Penalty: 3646.962402
	Iteration 52Q: 3 clusters Score -9287367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71881 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -9287372.000000 Penalty: 3646.962402
	Iteration 53Q: 3 clusters Score -9287372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71882 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -9287371.000000 Penalty: 3646.962402
	Iteration 54Q: 3 clusters Score -9287371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71884 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -9287375.000000 Penalty: 3646.962402
	Iteration 55Q: 3 clusters Score -9287375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71887 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -9287371.000000 Penalty: 3646.962402
	Iteration 56Q: 3 clusters Score -9287371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71888 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -9287375.000000 Penalty: 3646.962402
	Iteration 57Q: 3 clusters Score -9287375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71890 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -9287374.000000 Penalty: 3646.962402
	Iteration 58Q: 3 clusters Score -9287374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71893 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -9287366.000000 Penalty: 3646.962402
	Iteration 59Q: 3 clusters Score -9287366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71893 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -9287366.000000 Penalty: 3646.962402
	Iteration 60F: 3 clusters Score -9287366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Entering Unmasked Estep 
Score: -3047898.000000 Penalty: 1643.530151
	Iteration 0F: 2 clusters Score -3047898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -3031380.000000 Penalty: 3287.060303
	Iteration 0F: 3 clusters Score -3031380 nChanged 11165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -3037768.750000 Penalty: 3287.060303
	Iteration 1F: 3 clusters Score -3037769 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -3038486.750000 Penalty: 3287.060303
	Iteration 2F: 3 clusters Score -3038487 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -3039458.500000 Penalty: 3287.060303
	Iteration 3F: 3 clusters Score -3039458 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -3040734.500000 Penalty: 3287.060303
	Iteration 4F: 3 clusters Score -3040734 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -3042297.500000 Penalty: 3287.060303
	Iteration 5F: 3 clusters Score -3042298 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -3043825.250000 Penalty: 3287.060303
	Iteration 6F: 3 clusters Score -3043825 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3044947.750000 Penalty: 3287.060303
	Iteration 7Q: 3 clusters Score -3044948 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3045614.500000 Penalty: 3287.060303
	Iteration 8Q: 3 clusters Score -3045614 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3045946.000000 Penalty: 3287.060303
	Iteration 9Q: 3 clusters Score -3045946 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3046143.000000 Penalty: 3287.060303
	Iteration 10Q: 3 clusters Score -3046143 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3046275.750000 Penalty: 3287.060303
	Iteration 11Q: 3 clusters Score -3046276 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3046351.750000 Penalty: 3287.060303
	Iteration 12Q: 3 clusters Score -3046352 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3046414.750000 Penalty: 3287.060303
	Iteration 13Q: 3 clusters Score -3046415 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3046453.750000 Penalty: 3287.060303
	Iteration 14Q: 3 clusters Score -3046454 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3046479.000000 Penalty: 3287.060303
	Iteration 15Q: 3 clusters Score -3046479 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3046497.250000 Penalty: 3287.060303
	Iteration 16Q: 3 clusters Score -3046497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3046510.750000 Penalty: 3287.060303
	Iteration 17Q: 3 clusters Score -3046511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3046520.000000 Penalty: 3287.060303
	Iteration 18Q: 3 clusters Score -3046520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3046527.750000 Penalty: 3287.060303
	Iteration 19Q: 3 clusters Score -3046528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3046533.500000 Penalty: 3287.060303
	Iteration 20F: 3 clusters Score -3046534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3046539.750000 Penalty: 3287.060303
	Iteration 21Q: 3 clusters Score -3046540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3046542.250000 Penalty: 3287.060303
	Iteration 22Q: 3 clusters Score -3046542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3046542.250000 Penalty: 3287.060303
	Iteration 23Q: 3 clusters Score -3046542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3046543.250000 Penalty: 3287.060303
	Iteration 24Q: 3 clusters Score -3046543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3046547.500000 Penalty: 3287.060303
	Iteration 25Q: 3 clusters Score -3046548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3046547.500000 Penalty: 3287.060303
	Iteration 26F: 3 clusters Score -3046548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Entering Unmasked Estep 
Score: -1781400.375000 Penalty: 1554.609009
	Iteration 0F: 2 clusters Score -1781400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1771542.125000 Penalty: 3109.218018
	Iteration 0F: 3 clusters Score -1771542 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1774980.500000 Penalty: 3109.218018
	Iteration 1F: 3 clusters Score -1774980 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1775429.875000 Penalty: 3109.218018
	Iteration 2F: 3 clusters Score -1775430 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1775937.250000 Penalty: 3109.218018
	Iteration 3F: 3 clusters Score -1775937 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1776549.375000 Penalty: 3109.218018
	Iteration 4F: 3 clusters Score -1776549 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1777166.625000 Penalty: 3109.218018
	Iteration 5F: 3 clusters Score -1777167 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1777736.000000 Penalty: 3109.218018
	Iteration 6F: 3 clusters Score -1777736 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1778172.875000 Penalty: 3109.218018
	Iteration 7F: 3 clusters Score -1778173 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1778505.500000 Penalty: 3109.218018
	Iteration 8Q: 3 clusters Score -1778506 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1778761.625000 Penalty: 3109.218018
	Iteration 9Q: 3 clusters Score -1778762 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1778949.000000 Penalty: 3109.218018
	Iteration 10Q: 3 clusters Score -1778949 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1779102.750000 Penalty: 3109.218018
	Iteration 11Q: 3 clusters Score -1779103 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1779217.125000 Penalty: 3109.218018
	Iteration 12Q: 3 clusters Score -1779217 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1779293.625000 Penalty: 3109.218018
	Iteration 13Q: 3 clusters Score -1779294 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1779354.625000 Penalty: 3109.218018
	Iteration 14Q: 3 clusters Score -1779355 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1779401.625000 Penalty: 3109.218018
	Iteration 15Q: 3 clusters Score -1779402 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1779444.875000 Penalty: 3109.218018
	Iteration 16Q: 3 clusters Score -1779445 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1779481.500000 Penalty: 3109.218018
	Iteration 17Q: 3 clusters Score -1779482 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1779506.375000 Penalty: 3109.218018
	Iteration 18Q: 3 clusters Score -1779506 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1779538.375000 Penalty: 3109.218018
	Iteration 19Q: 3 clusters Score -1779538 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1779563.500000 Penalty: 3109.218018
	Iteration 20F: 3 clusters Score -1779564 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1779581.625000 Penalty: 3109.218018
	Iteration 21Q: 3 clusters Score -1779582 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1779606.250000 Penalty: 3109.218018
	Iteration 22Q: 3 clusters Score -1779606 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1779634.625000 Penalty: 3109.218018
	Iteration 23Q: 3 clusters Score -1779635 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1779658.500000 Penalty: 3109.218018
	Iteration 24Q: 3 clusters Score -1779658 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1779684.875000 Penalty: 3109.218018
	Iteration 25Q: 3 clusters Score -1779685 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1779700.750000 Penalty: 3109.218018
	Iteration 26Q: 3 clusters Score -1779701 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1779717.375000 Penalty: 3109.218018
	Iteration 27Q: 3 clusters Score -1779717 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1779733.750000 Penalty: 3109.218018
	Iteration 28Q: 3 clusters Score -1779734 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1779748.750000 Penalty: 3109.218018
	Iteration 29Q: 3 clusters Score -1779749 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1779763.375000 Penalty: 3109.218018
	Iteration 30Q: 3 clusters Score -1779763 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1779782.375000 Penalty: 3109.218018
	Iteration 31Q: 3 clusters Score -1779782 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1779795.625000 Penalty: 3109.218018
	Iteration 32Q: 3 clusters Score -1779796 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1779811.250000 Penalty: 3109.218018
	Iteration 33Q: 3 clusters Score -1779811 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1779823.625000 Penalty: 3109.218018
	Iteration 34Q: 3 clusters Score -1779824 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1779835.250000 Penalty: 3109.218018
	Iteration 35Q: 3 clusters Score -1779835 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1779855.125000 Penalty: 3109.218018
	Iteration 36Q: 3 clusters Score -1779855 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1779868.375000 Penalty: 3109.218018
	Iteration 37Q: 3 clusters Score -1779868 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1779884.125000 Penalty: 3109.218018
	Iteration 38Q: 3 clusters Score -1779884 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1779911.375000 Penalty: 3109.218018
	Iteration 39Q: 3 clusters Score -1779911 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1779923.875000 Penalty: 3109.218018
	Iteration 40F: 3 clusters Score -1779924 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1779937.500000 Penalty: 3109.218018
	Iteration 41Q: 3 clusters Score -1779938 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1779952.375000 Penalty: 3109.218018
	Iteration 42Q: 3 clusters Score -1779952 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1779956.750000 Penalty: 3109.218018
	Iteration 43Q: 3 clusters Score -1779957 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1779973.875000 Penalty: 3109.218018
	Iteration 44Q: 3 clusters Score -1779974 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1779981.375000 Penalty: 3109.218018
	Iteration 45Q: 3 clusters Score -1779981 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1779993.875000 Penalty: 3109.218018
	Iteration 46Q: 3 clusters Score -1779994 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1779998.500000 Penalty: 3109.218018
	Iteration 47Q: 3 clusters Score -1779998 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1780008.625000 Penalty: 3109.218018
	Iteration 48Q: 3 clusters Score -1780009 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1780017.750000 Penalty: 3109.218018
	Iteration 49Q: 3 clusters Score -1780018 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1780028.500000 Penalty: 3109.218018
	Iteration 50Q: 3 clusters Score -1780028 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1780037.875000 Penalty: 3109.218018
	Iteration 51Q: 3 clusters Score -1780038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1780040.375000 Penalty: 3109.218018
	Iteration 52Q: 3 clusters Score -1780040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1780044.250000 Penalty: 3109.218018
	Iteration 53Q: 3 clusters Score -1780044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1780047.875000 Penalty: 3109.218018
	Iteration 54Q: 3 clusters Score -1780048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1780049.000000 Penalty: 3109.218018
	Iteration 55Q: 3 clusters Score -1780049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1780046.750000 Penalty: 3109.218018
	Iteration 56Q: 3 clusters Score -1780047 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1780055.875000 Penalty: 3109.218018
	Iteration 57Q: 3 clusters Score -1780056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1780056.625000 Penalty: 3109.218018
	Iteration 58Q: 3 clusters Score -1780057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1780061.375000 Penalty: 3109.218018
	Iteration 59Q: 3 clusters Score -1780061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1780061.625000 Penalty: 3109.218018
	Iteration 60F: 3 clusters Score -1780062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1780058.000000 Penalty: 3109.218018
	Iteration 61Q: 3 clusters Score -1780058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1780063.750000 Penalty: 3109.218018
	Iteration 62Q: 3 clusters Score -1780064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1780063.875000 Penalty: 3109.218018
	Iteration 63Q: 3 clusters Score -1780064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1780066.500000 Penalty: 3109.218018
	Iteration 64Q: 3 clusters Score -1780066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1780067.000000 Penalty: 3109.218018
	Iteration 65Q: 3 clusters Score -1780067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1780069.000000 Penalty: 3109.218018
	Iteration 66Q: 3 clusters Score -1780069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1780070.625000 Penalty: 3109.218018
	Iteration 67Q: 3 clusters Score -1780071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1780076.500000 Penalty: 3109.218018
	Iteration 68Q: 3 clusters Score -1780076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1780073.250000 Penalty: 3109.218018
	Iteration 69Q: 3 clusters Score -1780073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1780072.250000 Penalty: 3109.218018
	Iteration 70Q: 3 clusters Score -1780072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1780072.875000 Penalty: 3109.218018
	Iteration 71Q: 3 clusters Score -1780073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1780074.500000 Penalty: 3109.218018
	Iteration 72Q: 3 clusters Score -1780074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1780076.625000 Penalty: 3109.218018
	Iteration 73Q: 3 clusters Score -1780077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1780078.875000 Penalty: 3109.218018
	Iteration 74Q: 3 clusters Score -1780079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1780074.125000 Penalty: 3109.218018
	Iteration 75Q: 3 clusters Score -1780074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1780073.625000 Penalty: 3109.218018
	Iteration 76Q: 3 clusters Score -1780074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1780073.250000 Penalty: 3109.218018
	Iteration 77Q: 3 clusters Score -1780073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1780073.250000 Penalty: 3109.218018
	Iteration 78F: 3 clusters Score -1780073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Entering Unmasked Estep 
Score: -315428.562500 Penalty: 1285.590210
	Iteration 0F: 2 clusters Score -315428.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -312843.718750 Penalty: 2571.180420
	Iteration 0F: 3 clusters Score -312843.7 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -313461.187500 Penalty: 2571.180420
	Iteration 1F: 3 clusters Score -313461.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -313611.375000 Penalty: 2571.180420
	Iteration 2F: 3 clusters Score -313611.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -313717.968750 Penalty: 2571.180420
	Iteration 3F: 3 clusters Score -313718 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -313805.937500 Penalty: 2571.180420
	Iteration 4Q: 3 clusters Score -313805.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -313882.312500 Penalty: 2571.180420
	Iteration 5Q: 3 clusters Score -313882.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -313943.312500 Penalty: 2571.180420
	Iteration 6Q: 3 clusters Score -313943.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -314024.625000 Penalty: 2571.180420
	Iteration 7Q: 3 clusters Score -314024.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -314097.781250 Penalty: 2571.180420
	Iteration 8Q: 3 clusters Score -314097.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -314146.812500 Penalty: 2571.180420
	Iteration 9Q: 3 clusters Score -314146.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -314183.781250 Penalty: 2571.180420
	Iteration 10Q: 3 clusters Score -314183.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -314218.125000 Penalty: 2571.180420
	Iteration 11Q: 3 clusters Score -314218.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -314261.343750 Penalty: 2571.180420
	Iteration 12Q: 3 clusters Score -314261.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -314295.781250 Penalty: 2571.180420
	Iteration 13Q: 3 clusters Score -314295.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -314323.531250 Penalty: 2571.180420
	Iteration 14Q: 3 clusters Score -314323.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -314350.375000 Penalty: 2571.180420
	Iteration 15Q: 3 clusters Score -314350.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -314378.375000 Penalty: 2571.180420
	Iteration 16Q: 3 clusters Score -314378.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -314406.687500 Penalty: 2571.180420
	Iteration 17Q: 3 clusters Score -314406.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -314430.375000 Penalty: 2571.180420
	Iteration 18Q: 3 clusters Score -314430.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -314451.031250 Penalty: 2571.180420
	Iteration 19Q: 3 clusters Score -314451 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -314474.843750 Penalty: 2571.180420
	Iteration 20F: 3 clusters Score -314474.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -314497.812500 Penalty: 2571.180420
	Iteration 21Q: 3 clusters Score -314497.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -314511.968750 Penalty: 2571.180420
	Iteration 22Q: 3 clusters Score -314512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -314526.281250 Penalty: 2571.180420
	Iteration 23Q: 3 clusters Score -314526.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -314540.093750 Penalty: 2571.180420
	Iteration 24Q: 3 clusters Score -314540.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -314549.468750 Penalty: 2571.180420
	Iteration 25Q: 3 clusters Score -314549.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -314556.625000 Penalty: 2571.180420
	Iteration 26Q: 3 clusters Score -314556.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -314566.093750 Penalty: 2571.180420
	Iteration 27Q: 3 clusters Score -314566.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -314580.281250 Penalty: 2571.180420
	Iteration 28Q: 3 clusters Score -314580.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -314593.625000 Penalty: 2571.180420
	Iteration 29Q: 3 clusters Score -314593.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -314604.500000 Penalty: 2571.180420
	Iteration 30Q: 3 clusters Score -314604.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -314627.281250 Penalty: 2571.180420
	Iteration 31Q: 3 clusters Score -314627.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -314647.718750 Penalty: 2571.180420
	Iteration 32Q: 3 clusters Score -314647.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -314665.343750 Penalty: 2571.180420
	Iteration 33Q: 3 clusters Score -314665.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -314679.750000 Penalty: 2571.180420
	Iteration 34Q: 3 clusters Score -314679.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -314689.875000 Penalty: 2571.180420
	Iteration 35Q: 3 clusters Score -314689.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -314694.093750 Penalty: 2571.180420
	Iteration 36Q: 3 clusters Score -314694.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -314698.875000 Penalty: 2571.180420
	Iteration 37Q: 3 clusters Score -314698.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -314700.000000 Penalty: 2571.180420
	Iteration 38Q: 3 clusters Score -314700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -314700.750000 Penalty: 2571.180420
	Iteration 39Q: 3 clusters Score -314700.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -314700.750000 Penalty: 2571.180420
	Iteration 40F: 3 clusters Score -314700.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -45250.722656 Penalty: 979.203247
	Iteration 0F: 2 clusters Score -45250.72 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 203 members 
Entering Unmasked Estep 
Score: -44250.820312 Penalty: 1958.406494
	Iteration 0F: 3 clusters Score -44250.82 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44420.433594 Penalty: 1958.406494
	Iteration 1F: 3 clusters Score -44420.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -44462.101562 Penalty: 1958.406494
	Iteration 2F: 3 clusters Score -44462.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -44482.558594 Penalty: 1958.406494
	Iteration 3Q: 3 clusters Score -44482.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -44487.949219 Penalty: 1958.406494
	Iteration 4Q: 3 clusters Score -44487.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44492.007812 Penalty: 1958.406494
	Iteration 5Q: 3 clusters Score -44492.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -44495.644531 Penalty: 1958.406494
	Iteration 6Q: 3 clusters Score -44495.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44498.273438 Penalty: 1958.406494
	Iteration 7Q: 3 clusters Score -44498.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44498.273438 Penalty: 1958.406494
	Iteration 8F: 3 clusters Score -44498.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Entering Unmasked Estep 
Score: -961514.750000 Penalty: 1456.034302
	Iteration 0F: 2 clusters Score -961514.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -955804.812500 Penalty: 2912.068604
	Iteration 0F: 3 clusters Score -955804.8 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -957579.687500 Penalty: 2912.068604
	Iteration 1F: 3 clusters Score -957579.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -957842.687500 Penalty: 2912.068604
	Iteration 2F: 3 clusters Score -957842.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -958118.687500 Penalty: 2912.068604
	Iteration 3F: 3 clusters Score -958118.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -958355.312500 Penalty: 2912.068604
	Iteration 4F: 3 clusters Score -958355.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -958537.187500 Penalty: 2912.068604
	Iteration 5Q: 3 clusters Score -958537.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -958689.437500 Penalty: 2912.068604
	Iteration 6Q: 3 clusters Score -958689.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -958846.375000 Penalty: 2912.068604
	Iteration 7Q: 3 clusters Score -958846.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -959001.000000 Penalty: 2912.068604
	Iteration 8Q: 3 clusters Score -959001 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -959146.750000 Penalty: 2912.068604
	Iteration 9Q: 3 clusters Score -959146.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -959276.937500 Penalty: 2912.068604
	Iteration 10Q: 3 clusters Score -959276.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -959418.687500 Penalty: 2912.068604
	Iteration 11Q: 3 clusters Score -959418.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -959584.062500 Penalty: 2912.068604
	Iteration 12Q: 3 clusters Score -959584.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -959734.812500 Penalty: 2912.068604
	Iteration 13Q: 3 clusters Score -959734.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -959860.812500 Penalty: 2912.068604
	Iteration 14Q: 3 clusters Score -959860.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -959976.812500 Penalty: 2912.068604
	Iteration 15Q: 3 clusters Score -959976.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -960075.000000 Penalty: 2912.068604
	Iteration 16Q: 3 clusters Score -960075 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -960154.687500 Penalty: 2912.068604
	Iteration 17Q: 3 clusters Score -960154.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -960212.687500 Penalty: 2912.068604
	Iteration 18Q: 3 clusters Score -960212.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -960258.750000 Penalty: 2912.068604
	Iteration 19Q: 3 clusters Score -960258.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -960299.000000 Penalty: 2912.068604
	Iteration 20F: 3 clusters Score -960299 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -960328.375000 Penalty: 2912.068604
	Iteration 21Q: 3 clusters Score -960328.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -960347.500000 Penalty: 2912.068604
	Iteration 22Q: 3 clusters Score -960347.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -960360.812500 Penalty: 2912.068604
	Iteration 23Q: 3 clusters Score -960360.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -960373.812500 Penalty: 2912.068604
	Iteration 24Q: 3 clusters Score -960373.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -960384.375000 Penalty: 2912.068604
	Iteration 25Q: 3 clusters Score -960384.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -960387.375000 Penalty: 2912.068604
	Iteration 26Q: 3 clusters Score -960387.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -960389.437500 Penalty: 2912.068604
	Iteration 27Q: 3 clusters Score -960389.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -960391.125000 Penalty: 2912.068604
	Iteration 28Q: 3 clusters Score -960391.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -960393.125000 Penalty: 2912.068604
	Iteration 29Q: 3 clusters Score -960393.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -960394.000000 Penalty: 2912.068604
	Iteration 30Q: 3 clusters Score -960394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -960394.000000 Penalty: 2912.068604
	Iteration 31F: 3 clusters Score -960394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -27532.384766 Penalty: 950.046326
	Iteration 0F: 2 clusters Score -27532.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -26631.978516 Penalty: 1900.092651
	Iteration 0F: 3 clusters Score -26631.98 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -27022.785156 Penalty: 1900.092651
	Iteration 1F: 3 clusters Score -27022.79 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -27272.177734 Penalty: 1900.092651
	Iteration 2F: 3 clusters Score -27272.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27399.617188 Penalty: 1900.092651
	Iteration 3F: 3 clusters Score -27399.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27494.082031 Penalty: 1900.092651
	Iteration 4Q: 3 clusters Score -27494.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27533.347656 Penalty: 1900.092651
	Iteration 5Q: 3 clusters Score -27533.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27595.941406 Penalty: 1900.092651
	Iteration 6Q: 3 clusters Score -27595.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -27600.105469 Penalty: 1900.092651
	Iteration 7Q: 3 clusters Score -27600.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -27600.105469 Penalty: 1900.092651
	Iteration 8F: 3 clusters Score -27600.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105887 members 
Mstep: Class 2 contains 11618 members 
Mstep: Class 3 contains 6994 members 
Mstep: Class 4 contains 122035 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5944 members 
Mstep: Class 8 contains 9664 members 
Mstep: Class 9 contains 74347 members 
Mstep: Class 10 contains 2536 members 
Mstep: Class 11 contains 105027 members 
Mstep: Class 12 contains 99917 members 
Mstep: Class 13 contains 98120 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3227 members 
Mstep: Class 16 contains 74714 members 
Mstep: Class 17 contains 24687 members 
Mstep: Class 18 contains 14283 members 
Mstep: Class 19 contains 2728 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7787 members 
Mstep: Class 22 contains 177 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4774 members 
Mstep: Class 26 contains 19885 members 
Mstep: Class 27 contains 6681 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9462 members 
Mstep: Class 30 contains 34442 members 
Mstep: Class 31 contains 35832 members 
Mstep: Class 32 contains 1932 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2987 members 
Mstep: Class 35 contains 17792 members 
Mstep: Class 36 contains 6510 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1110 members 
Mstep: Class 41 contains 169 members 
Entering Unmasked Estep 
Score: -111780192.000000 Penalty: 91479.007812
Splitting cluster 22 changes total score from -111781536.000000 to -111780192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -64743.511719 Penalty: 1032.018921
	Iteration 0F: 2 clusters Score -64743.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -63657.792969 Penalty: 2064.037842
	Iteration 0F: 3 clusters Score -63657.79 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -63873.804688 Penalty: 2064.037842
	Iteration 1F: 3 clusters Score -63873.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -63916.261719 Penalty: 2064.037842
	Iteration 2F: 3 clusters Score -63916.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -63950.476562 Penalty: 2064.037842
	Iteration 3Q: 3 clusters Score -63950.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -63961.691406 Penalty: 2064.037842
	Iteration 4Q: 3 clusters Score -63961.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -63975.222656 Penalty: 2064.037842
	Iteration 5Q: 3 clusters Score -63975.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -63981.593750 Penalty: 2064.037842
	Iteration 6Q: 3 clusters Score -63981.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -63981.593750 Penalty: 2064.037842
	Iteration 7F: 3 clusters Score -63981.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -89788.414062 Penalty: 1078.767334
	Iteration 0F: 2 clusters Score -89788.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -88504.531250 Penalty: 2157.534668
	Iteration 0F: 3 clusters Score -88504.53 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -88760.101562 Penalty: 2157.534668
	Iteration 1F: 3 clusters Score -88760.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -88834.750000 Penalty: 2157.534668
	Iteration 2F: 3 clusters Score -88834.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -88869.695312 Penalty: 2157.534668
	Iteration 3Q: 3 clusters Score -88869.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -88888.742188 Penalty: 2157.534668
	Iteration 4Q: 3 clusters Score -88888.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -88905.734375 Penalty: 2157.534668
	Iteration 5Q: 3 clusters Score -88905.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -88925.179688 Penalty: 2157.534668
	Iteration 6Q: 3 clusters Score -88925.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -88931.414062 Penalty: 2157.534668
	Iteration 7Q: 3 clusters Score -88931.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -88935.375000 Penalty: 2157.534668
	Iteration 8Q: 3 clusters Score -88935.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -88936.234375 Penalty: 2157.534668
	Iteration 9Q: 3 clusters Score -88936.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -88936.875000 Penalty: 2157.534668
	Iteration 10Q: 3 clusters Score -88936.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -88938.765625 Penalty: 2157.534668
	Iteration 11Q: 3 clusters Score -88938.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -88939.476562 Penalty: 2157.534668
	Iteration 12Q: 3 clusters Score -88939.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -88940.304688 Penalty: 2157.534668
	Iteration 13Q: 3 clusters Score -88940.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -88940.304688 Penalty: 2157.534668
	Iteration 14F: 3 clusters Score -88940.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Entering Unmasked Estep 
Score: -595348.750000 Penalty: 1376.527710
	Iteration 0F: 2 clusters Score -595348.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -591486.125000 Penalty: 2753.055420
	Iteration 0F: 3 clusters Score -591486.1 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -592534.187500 Penalty: 2753.055420
	Iteration 1F: 3 clusters Score -592534.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -592706.687500 Penalty: 2753.055420
	Iteration 2F: 3 clusters Score -592706.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -592823.062500 Penalty: 2753.055420
	Iteration 3Q: 3 clusters Score -592823.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -592902.250000 Penalty: 2753.055420
	Iteration 4Q: 3 clusters Score -592902.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -592961.750000 Penalty: 2753.055420
	Iteration 5Q: 3 clusters Score -592961.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -593011.625000 Penalty: 2753.055420
	Iteration 6Q: 3 clusters Score -593011.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -593051.687500 Penalty: 2753.055420
	Iteration 7Q: 3 clusters Score -593051.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -593085.687500 Penalty: 2753.055420
	Iteration 8Q: 3 clusters Score -593085.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -593118.000000 Penalty: 2753.055420
	Iteration 9Q: 3 clusters Score -593118 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -593156.687500 Penalty: 2753.055420
	Iteration 10Q: 3 clusters Score -593156.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -593196.000000 Penalty: 2753.055420
	Iteration 11Q: 3 clusters Score -593196 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -593237.187500 Penalty: 2753.055420
	Iteration 12Q: 3 clusters Score -593237.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -593283.625000 Penalty: 2753.055420
	Iteration 13Q: 3 clusters Score -593283.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -593334.750000 Penalty: 2753.055420
	Iteration 14Q: 3 clusters Score -593334.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -593384.125000 Penalty: 2753.055420
	Iteration 15Q: 3 clusters Score -593384.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -593435.500000 Penalty: 2753.055420
	Iteration 16Q: 3 clusters Score -593435.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -593477.812500 Penalty: 2753.055420
	Iteration 17Q: 3 clusters Score -593477.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -593516.250000 Penalty: 2753.055420
	Iteration 18Q: 3 clusters Score -593516.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -593546.562500 Penalty: 2753.055420
	Iteration 19Q: 3 clusters Score -593546.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -593584.625000 Penalty: 2753.055420
	Iteration 20F: 3 clusters Score -593584.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -593624.062500 Penalty: 2753.055420
	Iteration 21Q: 3 clusters Score -593624.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -593661.000000 Penalty: 2753.055420
	Iteration 22Q: 3 clusters Score -593661 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -593688.625000 Penalty: 2753.055420
	Iteration 23Q: 3 clusters Score -593688.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -593712.125000 Penalty: 2753.055420
	Iteration 24Q: 3 clusters Score -593712.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -593738.375000 Penalty: 2753.055420
	Iteration 25Q: 3 clusters Score -593738.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -593765.000000 Penalty: 2753.055420
	Iteration 26Q: 3 clusters Score -593765 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -593789.937500 Penalty: 2753.055420
	Iteration 27Q: 3 clusters Score -593789.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -593817.062500 Penalty: 2753.055420
	Iteration 28Q: 3 clusters Score -593817.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -593846.000000 Penalty: 2753.055420
	Iteration 29Q: 3 clusters Score -593846 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -593872.062500 Penalty: 2753.055420
	Iteration 30Q: 3 clusters Score -593872.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -593898.500000 Penalty: 2753.055420
	Iteration 31Q: 3 clusters Score -593898.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -593921.187500 Penalty: 2753.055420
	Iteration 32Q: 3 clusters Score -593921.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -593943.875000 Penalty: 2753.055420
	Iteration 33Q: 3 clusters Score -593943.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -593961.125000 Penalty: 2753.055420
	Iteration 34Q: 3 clusters Score -593961.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -593976.062500 Penalty: 2753.055420
	Iteration 35Q: 3 clusters Score -593976.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -593983.750000 Penalty: 2753.055420
	Iteration 36Q: 3 clusters Score -593983.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -593993.187500 Penalty: 2753.055420
	Iteration 37Q: 3 clusters Score -593993.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -594004.687500 Penalty: 2753.055420
	Iteration 38Q: 3 clusters Score -594004.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -594011.062500 Penalty: 2753.055420
	Iteration 39Q: 3 clusters Score -594011.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -594015.937500 Penalty: 2753.055420
	Iteration 40F: 3 clusters Score -594015.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -594020.187500 Penalty: 2753.055420
	Iteration 41Q: 3 clusters Score -594020.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -594024.625000 Penalty: 2753.055420
	Iteration 42Q: 3 clusters Score -594024.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -594028.187500 Penalty: 2753.055420
	Iteration 43Q: 3 clusters Score -594028.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -594030.687500 Penalty: 2753.055420
	Iteration 44Q: 3 clusters Score -594030.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -594034.937500 Penalty: 2753.055420
	Iteration 45Q: 3 clusters Score -594034.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -594042.000000 Penalty: 2753.055420
	Iteration 46Q: 3 clusters Score -594042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -594048.625000 Penalty: 2753.055420
	Iteration 47Q: 3 clusters Score -594048.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -594055.812500 Penalty: 2753.055420
	Iteration 48Q: 3 clusters Score -594055.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -594061.750000 Penalty: 2753.055420
	Iteration 49Q: 3 clusters Score -594061.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -594068.062500 Penalty: 2753.055420
	Iteration 50Q: 3 clusters Score -594068.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -594071.187500 Penalty: 2753.055420
	Iteration 51Q: 3 clusters Score -594071.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -594072.937500 Penalty: 2753.055420
	Iteration 52Q: 3 clusters Score -594072.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -594073.125000 Penalty: 2753.055420
	Iteration 53Q: 3 clusters Score -594073.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -594075.375000 Penalty: 2753.055420
	Iteration 54Q: 3 clusters Score -594075.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -594076.000000 Penalty: 2753.055420
	Iteration 55Q: 3 clusters Score -594076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -594076.000000 Penalty: 2753.055420
	Iteration 56F: 3 clusters Score -594076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Entering Unmasked Estep 
Score: -2470535.000000 Penalty: 1608.379761
	Iteration 0F: 2 clusters Score -2470535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2456918.250000 Penalty: 3216.759521
	Iteration 0F: 3 clusters Score -2456918 nChanged 8928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2461884.000000 Penalty: 3216.759521
	Iteration 1F: 3 clusters Score -2461884 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2462283.250000 Penalty: 3216.759521
	Iteration 2F: 3 clusters Score -2462283 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2462665.500000 Penalty: 3216.759521
	Iteration 3Q: 3 clusters Score -2462666 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2463060.500000 Penalty: 3216.759521
	Iteration 4Q: 3 clusters Score -2463060 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2463496.250000 Penalty: 3216.759521
	Iteration 5Q: 3 clusters Score -2463496 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2464059.000000 Penalty: 3216.759521
	Iteration 6F: 3 clusters Score -2464059 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2464782.000000 Penalty: 3216.759521
	Iteration 7F: 3 clusters Score -2464782 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2465551.250000 Penalty: 3216.759521
	Iteration 8F: 3 clusters Score -2465551 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2466193.000000 Penalty: 3216.759521
	Iteration 9F: 3 clusters Score -2466193 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2466585.000000 Penalty: 3216.759521
	Iteration 10Q: 3 clusters Score -2466585 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2466793.250000 Penalty: 3216.759521
	Iteration 11Q: 3 clusters Score -2466793 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2466915.500000 Penalty: 3216.759521
	Iteration 12Q: 3 clusters Score -2466916 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2467006.750000 Penalty: 3216.759521
	Iteration 13Q: 3 clusters Score -2467007 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -2467050.500000 Penalty: 3216.759521
	Iteration 14Q: 3 clusters Score -2467050 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2467095.750000 Penalty: 3216.759521
	Iteration 15Q: 3 clusters Score -2467096 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2467146.750000 Penalty: 3216.759521
	Iteration 16Q: 3 clusters Score -2467147 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2467187.750000 Penalty: 3216.759521
	Iteration 17Q: 3 clusters Score -2467188 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2467236.000000 Penalty: 3216.759521
	Iteration 18Q: 3 clusters Score -2467236 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2467281.000000 Penalty: 3216.759521
	Iteration 19Q: 3 clusters Score -2467281 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2467325.000000 Penalty: 3216.759521
	Iteration 20F: 3 clusters Score -2467325 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2467383.500000 Penalty: 3216.759521
	Iteration 21Q: 3 clusters Score -2467384 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2467441.750000 Penalty: 3216.759521
	Iteration 22Q: 3 clusters Score -2467442 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2467508.500000 Penalty: 3216.759521
	Iteration 23Q: 3 clusters Score -2467508 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2467573.750000 Penalty: 3216.759521
	Iteration 24Q: 3 clusters Score -2467574 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -2467643.500000 Penalty: 3216.759521
	Iteration 25Q: 3 clusters Score -2467644 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -2467720.500000 Penalty: 3216.759521
	Iteration 26Q: 3 clusters Score -2467720 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2467828.500000 Penalty: 3216.759521
	Iteration 27Q: 3 clusters Score -2467828 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2467913.500000 Penalty: 3216.759521
	Iteration 28Q: 3 clusters Score -2467914 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2468027.000000 Penalty: 3216.759521
	Iteration 29Q: 3 clusters Score -2468027 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -2468135.500000 Penalty: 3216.759521
	Iteration 30Q: 3 clusters Score -2468136 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2468252.500000 Penalty: 3216.759521
	Iteration 31Q: 3 clusters Score -2468252 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -2468355.000000 Penalty: 3216.759521
	Iteration 32Q: 3 clusters Score -2468355 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2468484.250000 Penalty: 3216.759521
	Iteration 33Q: 3 clusters Score -2468484 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -2468593.250000 Penalty: 3216.759521
	Iteration 34Q: 3 clusters Score -2468593 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2468683.750000 Penalty: 3216.759521
	Iteration 35Q: 3 clusters Score -2468684 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2468791.250000 Penalty: 3216.759521
	Iteration 36Q: 3 clusters Score -2468791 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2468862.250000 Penalty: 3216.759521
	Iteration 37Q: 3 clusters Score -2468862 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2468924.750000 Penalty: 3216.759521
	Iteration 38Q: 3 clusters Score -2468925 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2468963.750000 Penalty: 3216.759521
	Iteration 39Q: 3 clusters Score -2468964 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2468990.250000 Penalty: 3216.759521
	Iteration 40F: 3 clusters Score -2468990 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2469017.000000 Penalty: 3216.759521
	Iteration 41Q: 3 clusters Score -2469017 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -2469041.000000 Penalty: 3216.759521
	Iteration 42Q: 3 clusters Score -2469041 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -2469062.250000 Penalty: 3216.759521
	Iteration 43Q: 3 clusters Score -2469062 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2469087.750000 Penalty: 3216.759521
	Iteration 44Q: 3 clusters Score -2469088 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -2469105.250000 Penalty: 3216.759521
	Iteration 45Q: 3 clusters Score -2469105 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2469130.750000 Penalty: 3216.759521
	Iteration 46Q: 3 clusters Score -2469131 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2469154.250000 Penalty: 3216.759521
	Iteration 47Q: 3 clusters Score -2469154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2469166.750000 Penalty: 3216.759521
	Iteration 48Q: 3 clusters Score -2469167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -2469170.500000 Penalty: 3216.759521
	Iteration 49Q: 3 clusters Score -2469170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -2469170.500000 Penalty: 3216.759521
	Iteration 50Q: 3 clusters Score -2469170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2469174.250000 Penalty: 3216.759521
	Iteration 51Q: 3 clusters Score -2469174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2469180.000000 Penalty: 3216.759521
	Iteration 52Q: 3 clusters Score -2469180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -2469180.250000 Penalty: 3216.759521
	Iteration 53Q: 3 clusters Score -2469180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2469191.750000 Penalty: 3216.759521
	Iteration 54Q: 3 clusters Score -2469192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -2469199.750000 Penalty: 3216.759521
	Iteration 55Q: 3 clusters Score -2469200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -2469199.000000 Penalty: 3216.759521
	Iteration 56Q: 3 clusters Score -2469199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -2469208.750000 Penalty: 3216.759521
	Iteration 57Q: 3 clusters Score -2469209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -2469209.750000 Penalty: 3216.759521
	Iteration 58Q: 3 clusters Score -2469210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -2469213.000000 Penalty: 3216.759521
	Iteration 59Q: 3 clusters Score -2469213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2469217.000000 Penalty: 3216.759521
	Iteration 60F: 3 clusters Score -2469217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2469222.250000 Penalty: 3216.759521
	Iteration 61Q: 3 clusters Score -2469222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2469224.750000 Penalty: 3216.759521
	Iteration 62Q: 3 clusters Score -2469225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -2469235.250000 Penalty: 3216.759521
	Iteration 63Q: 3 clusters Score -2469235 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -2469246.000000 Penalty: 3216.759521
	Iteration 64Q: 3 clusters Score -2469246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2469252.750000 Penalty: 3216.759521
	Iteration 65Q: 3 clusters Score -2469253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -2469259.750000 Penalty: 3216.759521
	Iteration 66Q: 3 clusters Score -2469260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2469266.000000 Penalty: 3216.759521
	Iteration 67Q: 3 clusters Score -2469266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -2469262.500000 Penalty: 3216.759521
	Iteration 68Q: 3 clusters Score -2469262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2469268.000000 Penalty: 3216.759521
	Iteration 69Q: 3 clusters Score -2469268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2469271.250000 Penalty: 3216.759521
	Iteration 70Q: 3 clusters Score -2469271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -2469277.250000 Penalty: 3216.759521
	Iteration 71Q: 3 clusters Score -2469277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2469273.500000 Penalty: 3216.759521
	Iteration 72Q: 3 clusters Score -2469274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2469277.500000 Penalty: 3216.759521
	Iteration 73Q: 3 clusters Score -2469278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -2469286.000000 Penalty: 3216.759521
	Iteration 74Q: 3 clusters Score -2469286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2469289.000000 Penalty: 3216.759521
	Iteration 75Q: 3 clusters Score -2469289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -2469290.000000 Penalty: 3216.759521
	Iteration 76Q: 3 clusters Score -2469290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -2469288.500000 Penalty: 3216.759521
	Iteration 77Q: 3 clusters Score -2469288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2469293.750000 Penalty: 3216.759521
	Iteration 78Q: 3 clusters Score -2469294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2469297.750000 Penalty: 3216.759521
	Iteration 79Q: 3 clusters Score -2469298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -2469301.250000 Penalty: 3216.759521
	Iteration 80F: 3 clusters Score -2469301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -2469306.250000 Penalty: 3216.759521
	Iteration 81Q: 3 clusters Score -2469306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2469306.000000 Penalty: 3216.759521
	Iteration 82Q: 3 clusters Score -2469306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2469309.000000 Penalty: 3216.759521
	Iteration 83Q: 3 clusters Score -2469309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2469313.000000 Penalty: 3216.759521
	Iteration 84Q: 3 clusters Score -2469313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -2469316.250000 Penalty: 3216.759521
	Iteration 85Q: 3 clusters Score -2469316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -2469316.000000 Penalty: 3216.759521
	Iteration 86Q: 3 clusters Score -2469316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2469318.250000 Penalty: 3216.759521
	Iteration 87Q: 3 clusters Score -2469318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2469317.250000 Penalty: 3216.759521
	Iteration 88Q: 3 clusters Score -2469317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -2469316.500000 Penalty: 3216.759521
	Iteration 89Q: 3 clusters Score -2469316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -2469316.500000 Penalty: 3216.759521
	Iteration 90Q: 3 clusters Score -2469316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -2469316.500000 Penalty: 3216.759521
	Iteration 91F: 3 clusters Score -2469316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Entering Unmasked Estep 
Score: -787955.687500 Penalty: 1431.141235
	Iteration 0F: 2 clusters Score -787955.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -782984.937500 Penalty: 2862.282471
	Iteration 0F: 3 clusters Score -782984.9 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -784565.562500 Penalty: 2862.282471
	Iteration 1F: 3 clusters Score -784565.6 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -784891.500000 Penalty: 2862.282471
	Iteration 2F: 3 clusters Score -784891.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -785208.187500 Penalty: 2862.282471
	Iteration 3F: 3 clusters Score -785208.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -785620.812500 Penalty: 2862.282471
	Iteration 4F: 3 clusters Score -785620.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -786141.687500 Penalty: 2862.282471
	Iteration 5F: 3 clusters Score -786141.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -786674.187500 Penalty: 2862.282471
	Iteration 6F: 3 clusters Score -786674.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -787141.625000 Penalty: 2862.282471
	Iteration 7F: 3 clusters Score -787141.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -787447.437500 Penalty: 2862.282471
	Iteration 8Q: 3 clusters Score -787447.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -787665.562500 Penalty: 2862.282471
	Iteration 9Q: 3 clusters Score -787665.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -787843.000000 Penalty: 2862.282471
	Iteration 10Q: 3 clusters Score -787843 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -787943.437500 Penalty: 2862.282471
	Iteration 11Q: 3 clusters Score -787943.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -787963.687500 Penalty: 2862.282471
	Iteration 12Q: 3 clusters Score -787963.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -787973.937500 Penalty: 2862.282471
	Iteration 13Q: 3 clusters Score -787973.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -787978.000000 Penalty: 2862.282471
	Iteration 14Q: 3 clusters Score -787978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -787978.000000 Penalty: 2862.282471
	Iteration 15Q: 3 clusters Score -787978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -787978.062500 Penalty: 2862.282471
	Iteration 16Q: 3 clusters Score -787978.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -787977.687500 Penalty: 2862.282471
	Iteration 17Q: 3 clusters Score -787977.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -787977.687500 Penalty: 2862.282471
	Iteration 18F: 3 clusters Score -787977.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105887 members 
Mstep: Class 2 contains 11618 members 
Mstep: Class 3 contains 6994 members 
Mstep: Class 4 contains 122035 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5944 members 
Mstep: Class 8 contains 9664 members 
Mstep: Class 9 contains 74347 members 
Mstep: Class 10 contains 2536 members 
Mstep: Class 11 contains 105027 members 
Mstep: Class 12 contains 99917 members 
Mstep: Class 13 contains 98120 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3227 members 
Mstep: Class 16 contains 74714 members 
Mstep: Class 17 contains 24687 members 
Mstep: Class 18 contains 14283 members 
Mstep: Class 19 contains 2728 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7787 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4774 members 
Mstep: Class 26 contains 19885 members 
Mstep: Class 27 contains 5432 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9462 members 
Mstep: Class 30 contains 34442 members 
Mstep: Class 31 contains 35832 members 
Mstep: Class 32 contains 1932 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2987 members 
Mstep: Class 35 contains 17792 members 
Mstep: Class 36 contains 6510 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1110 members 
Mstep: Class 41 contains 1249 members 
Entering Unmasked Estep 
Score: -111780792.000000 Penalty: 91479.007812
Splitting cluster 27 changes total score from -111781536.000000 to -111780792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -30122.925781 Penalty: 958.287476
	Iteration 0F: 2 clusters Score -30122.93 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 170 members 
Entering Unmasked Estep 
Score: -29232.339844 Penalty: 1916.574951
	Iteration 0F: 3 clusters Score -29232.34 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29485.544922 Penalty: 1916.574951
	Iteration 1F: 3 clusters Score -29485.54 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29553.070312 Penalty: 1916.574951
	Iteration 2F: 3 clusters Score -29553.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29580.550781 Penalty: 1916.574951
	Iteration 3Q: 3 clusters Score -29580.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29591.994141 Penalty: 1916.574951
	Iteration 4Q: 3 clusters Score -29591.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29593.642578 Penalty: 1916.574951
	Iteration 5Q: 3 clusters Score -29593.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29594.941406 Penalty: 1916.574951
	Iteration 6Q: 3 clusters Score -29594.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29595.324219 Penalty: 1916.574951
	Iteration 7Q: 3 clusters Score -29595.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29595.771484 Penalty: 1916.574951
	Iteration 8Q: 3 clusters Score -29595.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29596.621094 Penalty: 1916.574951
	Iteration 9Q: 3 clusters Score -29596.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29597.210938 Penalty: 1916.574951
	Iteration 10Q: 3 clusters Score -29597.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29598.464844 Penalty: 1916.574951
	Iteration 11Q: 3 clusters Score -29598.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -29604.933594 Penalty: 1916.574951
	Iteration 12Q: 3 clusters Score -29604.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29612.816406 Penalty: 1916.574951
	Iteration 13Q: 3 clusters Score -29612.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29615.316406 Penalty: 1916.574951
	Iteration 14Q: 3 clusters Score -29615.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29620.181641 Penalty: 1916.574951
	Iteration 15Q: 3 clusters Score -29620.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29626.066406 Penalty: 1916.574951
	Iteration 16Q: 3 clusters Score -29626.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29631.091797 Penalty: 1916.574951
	Iteration 17Q: 3 clusters Score -29631.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29636.263672 Penalty: 1916.574951
	Iteration 18Q: 3 clusters Score -29636.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29637.634766 Penalty: 1916.574951
	Iteration 19Q: 3 clusters Score -29637.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29638.105469 Penalty: 1916.574951
	Iteration 20F: 3 clusters Score -29638.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29638.718750 Penalty: 1916.574951
	Iteration 21Q: 3 clusters Score -29638.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29638.718750 Penalty: 1916.574951
	Iteration 22F: 3 clusters Score -29638.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Entering Unmasked Estep 
Score: -1180353.625000 Penalty: 1487.693848
	Iteration 0F: 2 clusters Score -1180354 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 4679 members 
Entering Unmasked Estep 
Score: -1173598.375000 Penalty: 2975.387695
	Iteration 0F: 3 clusters Score -1173598 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1175905.250000 Penalty: 2975.387695
	Iteration 1F: 3 clusters Score -1175905 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1176515.750000 Penalty: 2975.387695
	Iteration 2F: 3 clusters Score -1176516 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1177204.125000 Penalty: 2975.387695
	Iteration 3F: 3 clusters Score -1177204 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1177856.250000 Penalty: 2975.387695
	Iteration 4F: 3 clusters Score -1177856 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1178368.750000 Penalty: 2975.387695
	Iteration 5F: 3 clusters Score -1178369 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1178756.500000 Penalty: 2975.387695
	Iteration 6F: 3 clusters Score -1178756 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1179047.250000 Penalty: 2975.387695
	Iteration 7Q: 3 clusters Score -1179047 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1179221.750000 Penalty: 2975.387695
	Iteration 8Q: 3 clusters Score -1179222 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1179325.875000 Penalty: 2975.387695
	Iteration 9Q: 3 clusters Score -1179326 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1179407.625000 Penalty: 2975.387695
	Iteration 10Q: 3 clusters Score -1179408 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1179456.625000 Penalty: 2975.387695
	Iteration 11Q: 3 clusters Score -1179457 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1179484.125000 Penalty: 2975.387695
	Iteration 12Q: 3 clusters Score -1179484 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1179496.750000 Penalty: 2975.387695
	Iteration 13Q: 3 clusters Score -1179497 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1179502.375000 Penalty: 2975.387695
	Iteration 14Q: 3 clusters Score -1179502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1179506.875000 Penalty: 2975.387695
	Iteration 15Q: 3 clusters Score -1179507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1179510.250000 Penalty: 2975.387695
	Iteration 16Q: 3 clusters Score -1179510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1179512.500000 Penalty: 2975.387695
	Iteration 17Q: 3 clusters Score -1179512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1179512.625000 Penalty: 2975.387695
	Iteration 18Q: 3 clusters Score -1179513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1179518.875000 Penalty: 2975.387695
	Iteration 19Q: 3 clusters Score -1179519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1179525.000000 Penalty: 2975.387695
	Iteration 20F: 3 clusters Score -1179525 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1179528.625000 Penalty: 2975.387695
	Iteration 21Q: 3 clusters Score -1179529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1179533.750000 Penalty: 2975.387695
	Iteration 22Q: 3 clusters Score -1179534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1179535.875000 Penalty: 2975.387695
	Iteration 23Q: 3 clusters Score -1179536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1179538.750000 Penalty: 2975.387695
	Iteration 24Q: 3 clusters Score -1179539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1179538.375000 Penalty: 2975.387695
	Iteration 25Q: 3 clusters Score -1179538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1179539.000000 Penalty: 2975.387695
	Iteration 26Q: 3 clusters Score -1179539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1179540.000000 Penalty: 2975.387695
	Iteration 27Q: 3 clusters Score -1179540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1179540.250000 Penalty: 2975.387695
	Iteration 28Q: 3 clusters Score -1179540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1179541.750000 Penalty: 2975.387695
	Iteration 29Q: 3 clusters Score -1179542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1179541.750000 Penalty: 2975.387695
	Iteration 30Q: 3 clusters Score -1179542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1179541.750000 Penalty: 2975.387695
	Iteration 31F: 3 clusters Score -1179542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (34442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Entering Unmasked Estep 
Score: -4238080.000000 Penalty: 1697.642700
	Iteration 0F: 2 clusters Score -4238080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -4214969.500000 Penalty: 3395.285400
	Iteration 0F: 3 clusters Score -4214970 nChanged 15892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -4223896.000000 Penalty: 3395.285400
	Iteration 1F: 3 clusters Score -4223896 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -4224662.000000 Penalty: 3395.285400
	Iteration 2F: 3 clusters Score -4224662 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -4225670.500000 Penalty: 3395.285400
	Iteration 3F: 3 clusters Score -4225670 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -4227097.500000 Penalty: 3395.285400
	Iteration 4F: 3 clusters Score -4227098 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -4229013.500000 Penalty: 3395.285400
	Iteration 5F: 3 clusters Score -4229014 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -4231029.000000 Penalty: 3395.285400
	Iteration 6F: 3 clusters Score -4231029 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -4232683.500000 Penalty: 3395.285400
	Iteration 7F: 3 clusters Score -4232684 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -4233899.500000 Penalty: 3395.285400
	Iteration 8Q: 3 clusters Score -4233900 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -4234608.500000 Penalty: 3395.285400
	Iteration 9Q: 3 clusters Score -4234608 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -4234992.500000 Penalty: 3395.285400
	Iteration 10Q: 3 clusters Score -4234992 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -4235275.500000 Penalty: 3395.285400
	Iteration 11Q: 3 clusters Score -4235276 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -4235473.000000 Penalty: 3395.285400
	Iteration 12Q: 3 clusters Score -4235473 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -4235639.000000 Penalty: 3395.285400
	Iteration 13Q: 3 clusters Score -4235639 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -4235725.500000 Penalty: 3395.285400
	Iteration 14Q: 3 clusters Score -4235726 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -4235840.500000 Penalty: 3395.285400
	Iteration 15Q: 3 clusters Score -4235840 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -4235921.500000 Penalty: 3395.285400
	Iteration 16Q: 3 clusters Score -4235922 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -4235991.000000 Penalty: 3395.285400
	Iteration 17Q: 3 clusters Score -4235991 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -4236083.000000 Penalty: 3395.285400
	Iteration 18Q: 3 clusters Score -4236083 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -4236170.000000 Penalty: 3395.285400
	Iteration 19Q: 3 clusters Score -4236170 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -4236241.500000 Penalty: 3395.285400
	Iteration 20F: 3 clusters Score -4236242 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -4236326.000000 Penalty: 3395.285400
	Iteration 21Q: 3 clusters Score -4236326 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -4236396.000000 Penalty: 3395.285400
	Iteration 22Q: 3 clusters Score -4236396 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4236461.000000 Penalty: 3395.285400
	Iteration 23Q: 3 clusters Score -4236461 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4236536.500000 Penalty: 3395.285400
	Iteration 24Q: 3 clusters Score -4236536 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4236588.000000 Penalty: 3395.285400
	Iteration 25Q: 3 clusters Score -4236588 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4236630.500000 Penalty: 3395.285400
	Iteration 26Q: 3 clusters Score -4236630 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4236644.000000 Penalty: 3395.285400
	Iteration 27Q: 3 clusters Score -4236644 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4236671.500000 Penalty: 3395.285400
	Iteration 28Q: 3 clusters Score -4236672 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4236680.500000 Penalty: 3395.285400
	Iteration 29Q: 3 clusters Score -4236680 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4236699.000000 Penalty: 3395.285400
	Iteration 30Q: 3 clusters Score -4236699 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4236711.000000 Penalty: 3395.285400
	Iteration 31Q: 3 clusters Score -4236711 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4236728.500000 Penalty: 3395.285400
	Iteration 32Q: 3 clusters Score -4236728 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4236753.500000 Penalty: 3395.285400
	Iteration 33Q: 3 clusters Score -4236754 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4236772.000000 Penalty: 3395.285400
	Iteration 34Q: 3 clusters Score -4236772 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4236794.500000 Penalty: 3395.285400
	Iteration 35Q: 3 clusters Score -4236794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4236800.500000 Penalty: 3395.285400
	Iteration 36Q: 3 clusters Score -4236800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4236808.000000 Penalty: 3395.285400
	Iteration 37Q: 3 clusters Score -4236808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4236818.000000 Penalty: 3395.285400
	Iteration 38Q: 3 clusters Score -4236818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4236819.000000 Penalty: 3395.285400
	Iteration 39Q: 3 clusters Score -4236819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4236832.000000 Penalty: 3395.285400
	Iteration 40F: 3 clusters Score -4236832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4236840.000000 Penalty: 3395.285400
	Iteration 41Q: 3 clusters Score -4236840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4236848.500000 Penalty: 3395.285400
	Iteration 42Q: 3 clusters Score -4236848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4236847.000000 Penalty: 3395.285400
	Iteration 43Q: 3 clusters Score -4236847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4236847.500000 Penalty: 3395.285400
	Iteration 44Q: 3 clusters Score -4236848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4236848.000000 Penalty: 3395.285400
	Iteration 45Q: 3 clusters Score -4236848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4236847.000000 Penalty: 3395.285400
	Iteration 46Q: 3 clusters Score -4236847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4236848.500000 Penalty: 3395.285400
	Iteration 47Q: 3 clusters Score -4236848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4236845.000000 Penalty: 3395.285400
	Iteration 48Q: 3 clusters Score -4236845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4236851.500000 Penalty: 3395.285400
	Iteration 49Q: 3 clusters Score -4236852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4236849.000000 Penalty: 3395.285400
	Iteration 50Q: 3 clusters Score -4236849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4236848.500000 Penalty: 3395.285400
	Iteration 51Q: 3 clusters Score -4236848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4236856.000000 Penalty: 3395.285400
	Iteration 52Q: 3 clusters Score -4236856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4236851.500000 Penalty: 3395.285400
	Iteration 53Q: 3 clusters Score -4236852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4236854.000000 Penalty: 3395.285400
	Iteration 54Q: 3 clusters Score -4236854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4236857.500000 Penalty: 3395.285400
	Iteration 55Q: 3 clusters Score -4236858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4236858.500000 Penalty: 3395.285400
	Iteration 56Q: 3 clusters Score -4236858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4236857.500000 Penalty: 3395.285400
	Iteration 57Q: 3 clusters Score -4236858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4236859.500000 Penalty: 3395.285400
	Iteration 58Q: 3 clusters Score -4236860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4236866.000000 Penalty: 3395.285400
	Iteration 59Q: 3 clusters Score -4236866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4236866.000000 Penalty: 3395.285400
	Iteration 60F: 3 clusters Score -4236866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4236864.000000 Penalty: 3395.285400
	Iteration 61Q: 3 clusters Score -4236864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4236865.000000 Penalty: 3395.285400
	Iteration 62Q: 3 clusters Score -4236865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4236870.000000 Penalty: 3395.285400
	Iteration 63Q: 3 clusters Score -4236870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4236867.000000 Penalty: 3395.285400
	Iteration 64Q: 3 clusters Score -4236867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4236867.000000 Penalty: 3395.285400
	Iteration 65F: 3 clusters Score -4236867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (35832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Entering Unmasked Estep 
Score: -4338579.000000 Penalty: 1704.072021
	Iteration 0F: 2 clusters Score -4338579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -4314450.500000 Penalty: 3408.144043
	Iteration 0F: 3 clusters Score -4314450 nChanged 16705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -4324234.500000 Penalty: 3408.144043
	Iteration 1F: 3 clusters Score -4324234 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -4325080.500000 Penalty: 3408.144043
	Iteration 2F: 3 clusters Score -4325080 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -4326066.500000 Penalty: 3408.144043
	Iteration 3F: 3 clusters Score -4326066 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -4327302.500000 Penalty: 3408.144043
	Iteration 4F: 3 clusters Score -4327302 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -4328636.000000 Penalty: 3408.144043
	Iteration 5F: 3 clusters Score -4328636 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -4329987.500000 Penalty: 3408.144043
	Iteration 6F: 3 clusters Score -4329988 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -4331131.500000 Penalty: 3408.144043
	Iteration 7F: 3 clusters Score -4331132 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -4332108.500000 Penalty: 3408.144043
	Iteration 8Q: 3 clusters Score -4332108 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -4332950.500000 Penalty: 3408.144043
	Iteration 9Q: 3 clusters Score -4332950 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -4333727.500000 Penalty: 3408.144043
	Iteration 10Q: 3 clusters Score -4333728 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -4334532.500000 Penalty: 3408.144043
	Iteration 11Q: 3 clusters Score -4334532 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -4335637.000000 Penalty: 3408.144043
	Iteration 12Q: 3 clusters Score -4335637 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -4336658.500000 Penalty: 3408.144043
	Iteration 13Q: 3 clusters Score -4336658 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -4337006.500000 Penalty: 3408.144043
	Iteration 14Q: 3 clusters Score -4337006 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -4337089.000000 Penalty: 3408.144043
	Iteration 15Q: 3 clusters Score -4337089 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -4337150.000000 Penalty: 3408.144043
	Iteration 16Q: 3 clusters Score -4337150 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -4337182.000000 Penalty: 3408.144043
	Iteration 17Q: 3 clusters Score -4337182 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -4337196.500000 Penalty: 3408.144043
	Iteration 18Q: 3 clusters Score -4337196 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -4337222.500000 Penalty: 3408.144043
	Iteration 19Q: 3 clusters Score -4337222 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -4337242.000000 Penalty: 3408.144043
	Iteration 20F: 3 clusters Score -4337242 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -4337258.500000 Penalty: 3408.144043
	Iteration 21Q: 3 clusters Score -4337258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -4337275.000000 Penalty: 3408.144043
	Iteration 22Q: 3 clusters Score -4337275 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -4337280.500000 Penalty: 3408.144043
	Iteration 23Q: 3 clusters Score -4337280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -4337290.000000 Penalty: 3408.144043
	Iteration 24Q: 3 clusters Score -4337290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -4337304.500000 Penalty: 3408.144043
	Iteration 25Q: 3 clusters Score -4337304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -4337302.000000 Penalty: 3408.144043
	Iteration 26Q: 3 clusters Score -4337302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -4337305.500000 Penalty: 3408.144043
	Iteration 27Q: 3 clusters Score -4337306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -4337307.500000 Penalty: 3408.144043
	Iteration 28Q: 3 clusters Score -4337308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -4337309.500000 Penalty: 3408.144043
	Iteration 29Q: 3 clusters Score -4337310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -4337311.500000 Penalty: 3408.144043
	Iteration 30Q: 3 clusters Score -4337312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -4337304.500000 Penalty: 3408.144043
	Iteration 31Q: 3 clusters Score -4337304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -4337303.000000 Penalty: 3408.144043
	Iteration 32Q: 3 clusters Score -4337303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -4337305.000000 Penalty: 3408.144043
	Iteration 33Q: 3 clusters Score -4337305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -4337311.000000 Penalty: 3408.144043
	Iteration 34Q: 3 clusters Score -4337311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -4337312.000000 Penalty: 3408.144043
	Iteration 35Q: 3 clusters Score -4337312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -4337314.500000 Penalty: 3408.144043
	Iteration 36Q: 3 clusters Score -4337314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -4337318.000000 Penalty: 3408.144043
	Iteration 37Q: 3 clusters Score -4337318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -4337319.000000 Penalty: 3408.144043
	Iteration 38Q: 3 clusters Score -4337319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -4337318.000000 Penalty: 3408.144043
	Iteration 39Q: 3 clusters Score -4337318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -4337319.000000 Penalty: 3408.144043
	Iteration 40F: 3 clusters Score -4337319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Entering Unmasked Estep 
Score: -214958.968750 Penalty: 1229.525513
	Iteration 0F: 2 clusters Score -214959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -212906.250000 Penalty: 2459.051025
	Iteration 0F: 3 clusters Score -212906.2 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -213420.656250 Penalty: 2459.051025
	Iteration 1F: 3 clusters Score -213420.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -213607.484375 Penalty: 2459.051025
	Iteration 2F: 3 clusters Score -213607.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -213749.390625 Penalty: 2459.051025
	Iteration 3F: 3 clusters Score -213749.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -213851.953125 Penalty: 2459.051025
	Iteration 4F: 3 clusters Score -213852 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -213901.671875 Penalty: 2459.051025
	Iteration 5Q: 3 clusters Score -213901.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -213938.250000 Penalty: 2459.051025
	Iteration 6Q: 3 clusters Score -213938.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -213972.906250 Penalty: 2459.051025
	Iteration 7Q: 3 clusters Score -213972.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -213992.109375 Penalty: 2459.051025
	Iteration 8Q: 3 clusters Score -213992.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -214005.437500 Penalty: 2459.051025
	Iteration 9Q: 3 clusters Score -214005.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -214020.734375 Penalty: 2459.051025
	Iteration 10Q: 3 clusters Score -214020.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -214029.078125 Penalty: 2459.051025
	Iteration 11Q: 3 clusters Score -214029.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -214033.250000 Penalty: 2459.051025
	Iteration 12Q: 3 clusters Score -214033.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -214034.453125 Penalty: 2459.051025
	Iteration 13Q: 3 clusters Score -214034.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -214036.000000 Penalty: 2459.051025
	Iteration 14Q: 3 clusters Score -214036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -214041.640625 Penalty: 2459.051025
	Iteration 15Q: 3 clusters Score -214041.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -214048.796875 Penalty: 2459.051025
	Iteration 16Q: 3 clusters Score -214048.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -214057.187500 Penalty: 2459.051025
	Iteration 17Q: 3 clusters Score -214057.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -214062.234375 Penalty: 2459.051025
	Iteration 18Q: 3 clusters Score -214062.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -214068.000000 Penalty: 2459.051025
	Iteration 19Q: 3 clusters Score -214068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -214069.937500 Penalty: 2459.051025
	Iteration 20F: 3 clusters Score -214069.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -214072.625000 Penalty: 2459.051025
	Iteration 21Q: 3 clusters Score -214072.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -214080.593750 Penalty: 2459.051025
	Iteration 22Q: 3 clusters Score -214080.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -214088.125000 Penalty: 2459.051025
	Iteration 23Q: 3 clusters Score -214088.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -214095.062500 Penalty: 2459.051025
	Iteration 24Q: 3 clusters Score -214095.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -214105.593750 Penalty: 2459.051025
	Iteration 25Q: 3 clusters Score -214105.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -214110.859375 Penalty: 2459.051025
	Iteration 26Q: 3 clusters Score -214110.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -214115.390625 Penalty: 2459.051025
	Iteration 27Q: 3 clusters Score -214115.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -214118.265625 Penalty: 2459.051025
	Iteration 28Q: 3 clusters Score -214118.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -214120.656250 Penalty: 2459.051025
	Iteration 29Q: 3 clusters Score -214120.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -214124.687500 Penalty: 2459.051025
	Iteration 30Q: 3 clusters Score -214124.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -214126.546875 Penalty: 2459.051025
	Iteration 31Q: 3 clusters Score -214126.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -214127.953125 Penalty: 2459.051025
	Iteration 32Q: 3 clusters Score -214128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -214128.609375 Penalty: 2459.051025
	Iteration 33Q: 3 clusters Score -214128.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -214128.609375 Penalty: 2459.051025
	Iteration 34F: 3 clusters Score -214128.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -15498.875000 Penalty: 906.091736
	Iteration 0F: 2 clusters Score -15498.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14759.677734 Penalty: 1812.183472
	Iteration 0F: 3 clusters Score -14759.68 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15160.011719 Penalty: 1812.183472
	Iteration 1F: 3 clusters Score -15160.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15338.982422 Penalty: 1812.183472
	Iteration 2F: 3 clusters Score -15338.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15372.161133 Penalty: 1812.183472
	Iteration 3Q: 3 clusters Score -15372.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15443.617188 Penalty: 1812.183472
	Iteration 4Q: 3 clusters Score -15443.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15487.491211 Penalty: 1812.183472
	Iteration 5Q: 3 clusters Score -15487.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15530.539062 Penalty: 1812.183472
	Iteration 6Q: 3 clusters Score -15530.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15570.343750 Penalty: 1812.183472
	Iteration 7Q: 3 clusters Score -15570.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15572.331055 Penalty: 1812.183472
	Iteration 8F: 3 clusters Score -15572.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15589.499023 Penalty: 1812.183472
	Iteration 9Q: 3 clusters Score -15589.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15589.499023 Penalty: 1812.183472
	Iteration 10F: 3 clusters Score -15589.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105887 members 
Mstep: Class 2 contains 11618 members 
Mstep: Class 3 contains 6994 members 
Mstep: Class 4 contains 122035 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5944 members 
Mstep: Class 8 contains 9664 members 
Mstep: Class 9 contains 74347 members 
Mstep: Class 10 contains 2536 members 
Mstep: Class 11 contains 105027 members 
Mstep: Class 12 contains 99917 members 
Mstep: Class 13 contains 98120 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3227 members 
Mstep: Class 16 contains 74714 members 
Mstep: Class 17 contains 24687 members 
Mstep: Class 18 contains 14283 members 
Mstep: Class 19 contains 2728 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7787 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4774 members 
Mstep: Class 26 contains 19885 members 
Mstep: Class 27 contains 6681 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9462 members 
Mstep: Class 30 contains 34442 members 
Mstep: Class 31 contains 35832 members 
Mstep: Class 32 contains 1932 members 
Mstep: Class 33 contains 132 members 
Mstep: Class 34 contains 2987 members 
Mstep: Class 35 contains 17792 members 
Mstep: Class 36 contains 6510 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1110 members 
Mstep: Class 41 contains 132 members 
Entering Unmasked Estep 
Score: -111780232.000000 Penalty: 91479.007812
Splitting cluster 33 changes total score from -111781536.000000 to -111780232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (2987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Entering Unmasked Estep 
Score: -368250.968750 Penalty: 1300.328979
	Iteration 0F: 2 clusters Score -368251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -365518.062500 Penalty: 2600.657959
	Iteration 0F: 3 clusters Score -365518.1 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -366243.531250 Penalty: 2600.657959
	Iteration 1F: 3 clusters Score -366243.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -366609.031250 Penalty: 2600.657959
	Iteration 2F: 3 clusters Score -366609 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -366875.781250 Penalty: 2600.657959
	Iteration 3F: 3 clusters Score -366875.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -367108.906250 Penalty: 2600.657959
	Iteration 4F: 3 clusters Score -367108.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -367342.062500 Penalty: 2600.657959
	Iteration 5F: 3 clusters Score -367342.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -367601.468750 Penalty: 2600.657959
	Iteration 6F: 3 clusters Score -367601.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -367841.625000 Penalty: 2600.657959
	Iteration 7F: 3 clusters Score -367841.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -368071.531250 Penalty: 2600.657959
	Iteration 8Q: 3 clusters Score -368071.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -368231.750000 Penalty: 2600.657959
	Iteration 9Q: 3 clusters Score -368231.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -368343.000000 Penalty: 2600.657959
	Iteration 10Q: 3 clusters Score -368343 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -368434.000000 Penalty: 2600.657959
	Iteration 11Q: 3 clusters Score -368434 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -368493.312500 Penalty: 2600.657959
	Iteration 12Q: 3 clusters Score -368493.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -368541.781250 Penalty: 2600.657959
	Iteration 13Q: 3 clusters Score -368541.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -368602.687500 Penalty: 2600.657959
	Iteration 14Q: 3 clusters Score -368602.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -368639.406250 Penalty: 2600.657959
	Iteration 15Q: 3 clusters Score -368639.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -368672.000000 Penalty: 2600.657959
	Iteration 16Q: 3 clusters Score -368672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -368686.468750 Penalty: 2600.657959
	Iteration 17Q: 3 clusters Score -368686.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -368701.718750 Penalty: 2600.657959
	Iteration 18Q: 3 clusters Score -368701.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -368728.593750 Penalty: 2600.657959
	Iteration 19Q: 3 clusters Score -368728.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -368785.031250 Penalty: 2600.657959
	Iteration 20F: 3 clusters Score -368785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -368820.406250 Penalty: 2600.657959
	Iteration 21Q: 3 clusters Score -368820.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -368821.562500 Penalty: 2600.657959
	Iteration 22Q: 3 clusters Score -368821.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -368821.562500 Penalty: 2600.657959
	Iteration 23F: 3 clusters Score -368821.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105887 members 
Mstep: Class 2 contains 11618 members 
Mstep: Class 3 contains 6994 members 
Mstep: Class 4 contains 122035 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5944 members 
Mstep: Class 8 contains 9664 members 
Mstep: Class 9 contains 74347 members 
Mstep: Class 10 contains 2536 members 
Mstep: Class 11 contains 105027 members 
Mstep: Class 12 contains 99917 members 
Mstep: Class 13 contains 98120 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3227 members 
Mstep: Class 16 contains 74714 members 
Mstep: Class 17 contains 24687 members 
Mstep: Class 18 contains 14283 members 
Mstep: Class 19 contains 2728 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7787 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4774 members 
Mstep: Class 26 contains 19885 members 
Mstep: Class 27 contains 6681 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9462 members 
Mstep: Class 30 contains 34442 members 
Mstep: Class 31 contains 35832 members 
Mstep: Class 32 contains 1932 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 522 members 
Mstep: Class 35 contains 17792 members 
Mstep: Class 36 contains 6510 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1110 members 
Mstep: Class 41 contains 2465 members 
Entering Unmasked Estep 
Score: -111781184.000000 Penalty: 91479.007812
Splitting cluster 34 changes total score from -111781536.000000 to -111781184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (17792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Entering Unmasked Estep 
Score: -2208746.250000 Penalty: 1590.306885
	Iteration 0F: 2 clusters Score -2208746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2196594.000000 Penalty: 3180.613770
	Iteration 0F: 3 clusters Score -2196594 nChanged 7932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2201309.500000 Penalty: 3180.613770
	Iteration 1F: 3 clusters Score -2201310 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2201955.750000 Penalty: 3180.613770
	Iteration 2F: 3 clusters Score -2201956 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2202740.500000 Penalty: 3180.613770
	Iteration 3F: 3 clusters Score -2202740 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2203650.000000 Penalty: 3180.613770
	Iteration 4F: 3 clusters Score -2203650 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2204601.000000 Penalty: 3180.613770
	Iteration 5F: 3 clusters Score -2204601 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -2205460.500000 Penalty: 3180.613770
	Iteration 6F: 3 clusters Score -2205460 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2206181.000000 Penalty: 3180.613770
	Iteration 7Q: 3 clusters Score -2206181 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2206927.500000 Penalty: 3180.613770
	Iteration 8Q: 3 clusters Score -2206928 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2207413.500000 Penalty: 3180.613770
	Iteration 9Q: 3 clusters Score -2207414 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2207597.000000 Penalty: 3180.613770
	Iteration 10Q: 3 clusters Score -2207597 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2207675.250000 Penalty: 3180.613770
	Iteration 11Q: 3 clusters Score -2207675 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2207713.250000 Penalty: 3180.613770
	Iteration 12Q: 3 clusters Score -2207713 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2207734.750000 Penalty: 3180.613770
	Iteration 13Q: 3 clusters Score -2207735 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2207748.000000 Penalty: 3180.613770
	Iteration 14Q: 3 clusters Score -2207748 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2207765.750000 Penalty: 3180.613770
	Iteration 15Q: 3 clusters Score -2207766 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2207773.750000 Penalty: 3180.613770
	Iteration 16Q: 3 clusters Score -2207774 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2207781.750000 Penalty: 3180.613770
	Iteration 17Q: 3 clusters Score -2207782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2207794.500000 Penalty: 3180.613770
	Iteration 18Q: 3 clusters Score -2207794 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2207792.250000 Penalty: 3180.613770
	Iteration 19Q: 3 clusters Score -2207792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2207795.000000 Penalty: 3180.613770
	Iteration 20F: 3 clusters Score -2207795 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2207806.000000 Penalty: 3180.613770
	Iteration 21Q: 3 clusters Score -2207806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2207804.750000 Penalty: 3180.613770
	Iteration 22Q: 3 clusters Score -2207805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2207807.250000 Penalty: 3180.613770
	Iteration 23Q: 3 clusters Score -2207807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2207810.500000 Penalty: 3180.613770
	Iteration 24Q: 3 clusters Score -2207810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2207816.500000 Penalty: 3180.613770
	Iteration 25Q: 3 clusters Score -2207816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2207815.500000 Penalty: 3180.613770
	Iteration 26Q: 3 clusters Score -2207816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2207810.750000 Penalty: 3180.613770
	Iteration 27Q: 3 clusters Score -2207811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2207815.750000 Penalty: 3180.613770
	Iteration 28Q: 3 clusters Score -2207816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2207815.500000 Penalty: 3180.613770
	Iteration 29Q: 3 clusters Score -2207816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2207815.750000 Penalty: 3180.613770
	Iteration 30Q: 3 clusters Score -2207816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2207814.000000 Penalty: 3180.613770
	Iteration 31Q: 3 clusters Score -2207814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2207817.250000 Penalty: 3180.613770
	Iteration 32Q: 3 clusters Score -2207817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2207818.750000 Penalty: 3180.613770
	Iteration 33Q: 3 clusters Score -2207819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2207810.750000 Penalty: 3180.613770
	Iteration 34Q: 3 clusters Score -2207811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2207816.000000 Penalty: 3180.613770
	Iteration 35Q: 3 clusters Score -2207816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2207816.750000 Penalty: 3180.613770
	Iteration 36Q: 3 clusters Score -2207817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2207818.750000 Penalty: 3180.613770
	Iteration 37Q: 3 clusters Score -2207819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2207819.750000 Penalty: 3180.613770
	Iteration 38Q: 3 clusters Score -2207820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2207824.000000 Penalty: 3180.613770
	Iteration 39Q: 3 clusters Score -2207824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2207819.750000 Penalty: 3180.613770
	Iteration 40F: 3 clusters Score -2207820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2207821.000000 Penalty: 3180.613770
	Iteration 41Q: 3 clusters Score -2207821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2207817.000000 Penalty: 3180.613770
	Iteration 42Q: 3 clusters Score -2207817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2207821.000000 Penalty: 3180.613770
	Iteration 43Q: 3 clusters Score -2207821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2207820.250000 Penalty: 3180.613770
	Iteration 44Q: 3 clusters Score -2207820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2207824.000000 Penalty: 3180.613770
	Iteration 45Q: 3 clusters Score -2207824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2207821.250000 Penalty: 3180.613770
	Iteration 46Q: 3 clusters Score -2207821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2207821.250000 Penalty: 3180.613770
	Iteration 47F: 3 clusters Score -2207821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Entering Unmasked Estep 
Score: -816113.187500 Penalty: 1426.927856
	Iteration 0F: 2 clusters Score -816113.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -811156.437500 Penalty: 2853.855713
	Iteration 0F: 3 clusters Score -811156.4 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -812590.062500 Penalty: 2853.855713
	Iteration 1F: 3 clusters Score -812590.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -812832.687500 Penalty: 2853.855713
	Iteration 2F: 3 clusters Score -812832.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -813021.187500 Penalty: 2853.855713
	Iteration 3F: 3 clusters Score -813021.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -813227.937500 Penalty: 2853.855713
	Iteration 4F: 3 clusters Score -813227.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -813409.500000 Penalty: 2853.855713
	Iteration 5Q: 3 clusters Score -813409.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -813632.687500 Penalty: 2853.855713
	Iteration 6Q: 3 clusters Score -813632.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -813858.625000 Penalty: 2853.855713
	Iteration 7Q: 3 clusters Score -813858.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -814091.625000 Penalty: 2853.855713
	Iteration 8Q: 3 clusters Score -814091.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -814326.812500 Penalty: 2853.855713
	Iteration 9Q: 3 clusters Score -814326.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -814514.500000 Penalty: 2853.855713
	Iteration 10Q: 3 clusters Score -814514.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -814661.562500 Penalty: 2853.855713
	Iteration 11Q: 3 clusters Score -814661.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -814761.187500 Penalty: 2853.855713
	Iteration 12Q: 3 clusters Score -814761.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -814840.562500 Penalty: 2853.855713
	Iteration 13Q: 3 clusters Score -814840.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -814910.812500 Penalty: 2853.855713
	Iteration 14Q: 3 clusters Score -814910.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -814960.312500 Penalty: 2853.855713
	Iteration 15Q: 3 clusters Score -814960.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -814984.937500 Penalty: 2853.855713
	Iteration 16Q: 3 clusters Score -814984.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -815007.812500 Penalty: 2853.855713
	Iteration 17Q: 3 clusters Score -815007.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -815016.687500 Penalty: 2853.855713
	Iteration 18Q: 3 clusters Score -815016.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -815023.937500 Penalty: 2853.855713
	Iteration 19Q: 3 clusters Score -815023.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -815033.562500 Penalty: 2853.855713
	Iteration 20F: 3 clusters Score -815033.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -815040.500000 Penalty: 2853.855713
	Iteration 21Q: 3 clusters Score -815040.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -815045.812500 Penalty: 2853.855713
	Iteration 22Q: 3 clusters Score -815045.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -815050.750000 Penalty: 2853.855713
	Iteration 23Q: 3 clusters Score -815050.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -815058.062500 Penalty: 2853.855713
	Iteration 24Q: 3 clusters Score -815058.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -815061.750000 Penalty: 2853.855713
	Iteration 25Q: 3 clusters Score -815061.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -815063.125000 Penalty: 2853.855713
	Iteration 26Q: 3 clusters Score -815063.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -815067.437500 Penalty: 2853.855713
	Iteration 27Q: 3 clusters Score -815067.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -815067.562500 Penalty: 2853.855713
	Iteration 28Q: 3 clusters Score -815067.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -815069.312500 Penalty: 2853.855713
	Iteration 29Q: 3 clusters Score -815069.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -815068.375000 Penalty: 2853.855713
	Iteration 30Q: 3 clusters Score -815068.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -815070.375000 Penalty: 2853.855713
	Iteration 31Q: 3 clusters Score -815070.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -815073.250000 Penalty: 2853.855713
	Iteration 32Q: 3 clusters Score -815073.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -815072.250000 Penalty: 2853.855713
	Iteration 33Q: 3 clusters Score -815072.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -815072.250000 Penalty: 2853.855713
	Iteration 34F: 3 clusters Score -815072.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -42108.160156 Penalty: 981.541382
	Iteration 0F: 2 clusters Score -42108.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41156.656250 Penalty: 1963.082764
	Iteration 0F: 3 clusters Score -41156.66 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41440.929688 Penalty: 1963.082764
	Iteration 1F: 3 clusters Score -41440.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41527.937500 Penalty: 1963.082764
	Iteration 2F: 3 clusters Score -41527.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -41590.667969 Penalty: 1963.082764
	Iteration 3Q: 3 clusters Score -41590.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41624.066406 Penalty: 1963.082764
	Iteration 4Q: 3 clusters Score -41624.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41628.152344 Penalty: 1963.082764
	Iteration 5Q: 3 clusters Score -41628.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41628.152344 Penalty: 1963.082764
	Iteration 6F: 3 clusters Score -41628.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -18534.224609 Penalty: 868.904968
	Iteration 0F: 2 clusters Score -18534.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17914.505859 Penalty: 1737.809937
	Iteration 0F: 3 clusters Score -17914.51 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18027.560547 Penalty: 1737.809937
	Iteration 1F: 3 clusters Score -18027.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -18044.974609 Penalty: 1737.809937
	Iteration 2Q: 3 clusters Score -18044.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -18057.591797 Penalty: 1737.809937
	Iteration 3Q: 3 clusters Score -18057.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -18079.871094 Penalty: 1737.809937
	Iteration 4Q: 3 clusters Score -18079.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -18079.871094 Penalty: 1737.809937
	Iteration 5F: 3 clusters Score -18079.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -11895.183594 Penalty: 966.130859
	Iteration 0F: 2 clusters Score -11895.18 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 199 members 
Entering Unmasked Estep 
Score: -11099.431641 Penalty: 1932.261719
	Iteration 0F: 3 clusters Score -11099.43 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -11452.634766 Penalty: 1932.261719
	Iteration 1F: 3 clusters Score -11452.63 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -11627.343750 Penalty: 1932.261719
	Iteration 2F: 3 clusters Score -11627.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -11716.969727 Penalty: 1932.261719
	Iteration 3Q: 3 clusters Score -11716.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -11824.045898 Penalty: 1932.261719
	Iteration 4Q: 3 clusters Score -11824.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -11875.942383 Penalty: 1932.261719
	Iteration 5Q: 3 clusters Score -11875.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -11893.761719 Penalty: 1932.261719
	Iteration 6Q: 3 clusters Score -11893.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -11909.593750 Penalty: 1932.261719
	Iteration 7Q: 3 clusters Score -11909.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -11918.352539 Penalty: 1932.261719
	Iteration 8Q: 3 clusters Score -11918.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -11925.882812 Penalty: 1932.261719
	Iteration 9Q: 3 clusters Score -11925.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -11933.255859 Penalty: 1932.261719
	Iteration 10Q: 3 clusters Score -11933.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -11938.213867 Penalty: 1932.261719
	Iteration 11Q: 3 clusters Score -11938.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -11948.102539 Penalty: 1932.261719
	Iteration 12Q: 3 clusters Score -11948.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -11949.817383 Penalty: 1932.261719
	Iteration 13Q: 3 clusters Score -11949.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -11954.594727 Penalty: 1932.261719
	Iteration 14Q: 3 clusters Score -11954.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -11956.047852 Penalty: 1932.261719
	Iteration 15Q: 3 clusters Score -11956.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -11961.345703 Penalty: 1932.261719
	Iteration 16F: 3 clusters Score -11961.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -12008.072266 Penalty: 1932.261719
	Iteration 17Q: 3 clusters Score -12008.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -12081.584961 Penalty: 1932.261719
	Iteration 18Q: 3 clusters Score -12081.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -12087.792969 Penalty: 1932.261719
	Iteration 19Q: 3 clusters Score -12087.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -12111.835938 Penalty: 1932.261719
	Iteration 20F: 3 clusters Score -12111.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -12140.014648 Penalty: 1932.261719
	Iteration 21Q: 3 clusters Score -12140.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -12144.360352 Penalty: 1932.261719
	Iteration 22Q: 3 clusters Score -12144.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -12145.242188 Penalty: 1932.261719
	Iteration 23Q: 3 clusters Score -12145.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -12147.522461 Penalty: 1932.261719
	Iteration 24Q: 3 clusters Score -12147.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -12147.522461 Penalty: 1932.261719
	Iteration 25F: 3 clusters Score -12147.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105887 members 
Mstep: Class 2 contains 11618 members 
Mstep: Class 3 contains 6994 members 
Mstep: Class 4 contains 122035 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5944 members 
Mstep: Class 8 contains 9664 members 
Mstep: Class 9 contains 74347 members 
Mstep: Class 10 contains 2536 members 
Mstep: Class 11 contains 105027 members 
Mstep: Class 12 contains 99917 members 
Mstep: Class 13 contains 98120 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3227 members 
Mstep: Class 16 contains 74714 members 
Mstep: Class 17 contains 24687 members 
Mstep: Class 18 contains 14283 members 
Mstep: Class 19 contains 2728 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7787 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4774 members 
Mstep: Class 26 contains 19885 members 
Mstep: Class 27 contains 6681 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9462 members 
Mstep: Class 30 contains 34442 members 
Mstep: Class 31 contains 35832 members 
Mstep: Class 32 contains 1932 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2987 members 
Mstep: Class 35 contains 17792 members 
Mstep: Class 36 contains 6510 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 188 members 
Mstep: Class 40 contains 1110 members 
Mstep: Class 41 contains 194 members 
Entering Unmasked Estep 
Score: -111780424.000000 Penalty: 91479.007812
Splitting cluster 39 changes total score from -111781536.000000 to -111780424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -134388.765625 Penalty: 1139.468750
	Iteration 0F: 2 clusters Score -134388.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -132878.453125 Penalty: 2278.937500
	Iteration 0F: 3 clusters Score -132878.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -133170.015625 Penalty: 2278.937500
	Iteration 1F: 3 clusters Score -133170 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -133276.250000 Penalty: 2278.937500
	Iteration 2F: 3 clusters Score -133276.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -133360.812500 Penalty: 2278.937500
	Iteration 3F: 3 clusters Score -133360.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -133450.703125 Penalty: 2278.937500
	Iteration 4Q: 3 clusters Score -133450.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -133573.500000 Penalty: 2278.937500
	Iteration 5Q: 3 clusters Score -133573.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -133702.187500 Penalty: 2278.937500
	Iteration 6Q: 3 clusters Score -133702.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -133796.046875 Penalty: 2278.937500
	Iteration 7Q: 3 clusters Score -133796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -133857.328125 Penalty: 2278.937500
	Iteration 8Q: 3 clusters Score -133857.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -133899.062500 Penalty: 2278.937500
	Iteration 9Q: 3 clusters Score -133899.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -133936.531250 Penalty: 2278.937500
	Iteration 10Q: 3 clusters Score -133936.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -133991.359375 Penalty: 2278.937500
	Iteration 11Q: 3 clusters Score -133991.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -134026.843750 Penalty: 2278.937500
	Iteration 12Q: 3 clusters Score -134026.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -134052.718750 Penalty: 2278.937500
	Iteration 13Q: 3 clusters Score -134052.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -134063.968750 Penalty: 2278.937500
	Iteration 14Q: 3 clusters Score -134064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -134066.234375 Penalty: 2278.937500
	Iteration 15Q: 3 clusters Score -134066.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -134067.390625 Penalty: 2278.937500
	Iteration 16Q: 3 clusters Score -134067.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -134067.843750 Penalty: 2278.937500
	Iteration 17Q: 3 clusters Score -134067.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -134067.843750 Penalty: 2278.937500
	Iteration 18F: 3 clusters Score -134067.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105887 members 
Mstep: Class 2 contains 11618 members 
Mstep: Class 3 contains 6994 members 
Mstep: Class 4 contains 122035 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5944 members 
Mstep: Class 8 contains 9664 members 
Mstep: Class 9 contains 74347 members 
Mstep: Class 10 contains 2536 members 
Mstep: Class 11 contains 105027 members 
Mstep: Class 12 contains 99917 members 
Mstep: Class 13 contains 98120 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3227 members 
Mstep: Class 16 contains 74714 members 
Mstep: Class 17 contains 24687 members 
Mstep: Class 18 contains 14283 members 
Mstep: Class 19 contains 2728 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7787 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4774 members 
Mstep: Class 26 contains 19885 members 
Mstep: Class 27 contains 6681 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9462 members 
Mstep: Class 30 contains 34442 members 
Mstep: Class 31 contains 35832 members 
Mstep: Class 32 contains 1932 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2987 members 
Mstep: Class 35 contains 17792 members 
Mstep: Class 36 contains 6510 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111781512.000000 Penalty: 89247.812500
Iteration 239Q: 41 clusters Score -1.117815e+08 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105849 members 
Mstep: Class 2 contains 11616 members 
Mstep: Class 3 contains 6999 members 
Mstep: Class 4 contains 121950 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5927 members 
Mstep: Class 8 contains 9668 members 
Mstep: Class 9 contains 74529 members 
Mstep: Class 10 contains 2537 members 
Mstep: Class 11 contains 105074 members 
Mstep: Class 12 contains 99925 members 
Mstep: Class 13 contains 98057 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3226 members 
Mstep: Class 16 contains 74522 members 
Mstep: Class 17 contains 24686 members 
Mstep: Class 18 contains 14281 members 
Mstep: Class 19 contains 2726 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7795 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4775 members 
Mstep: Class 26 contains 19848 members 
Mstep: Class 27 contains 6685 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9461 members 
Mstep: Class 30 contains 34439 members 
Mstep: Class 31 contains 36011 members 
Mstep: Class 32 contains 1935 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2988 members 
Mstep: Class 35 contains 17794 members 
Mstep: Class 36 contains 6509 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782024.000000 Penalty: 89247.812500
Iteration 240F: 41 clusters Score -1.11782e+08 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105799 members 
Mstep: Class 2 contains 11623 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 121920 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5909 members 
Mstep: Class 8 contains 9668 members 
Mstep: Class 9 contains 74654 members 
Mstep: Class 10 contains 2538 members 
Mstep: Class 11 contains 105109 members 
Mstep: Class 12 contains 99928 members 
Mstep: Class 13 contains 98020 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3225 members 
Mstep: Class 16 contains 74336 members 
Mstep: Class 17 contains 24689 members 
Mstep: Class 18 contains 14278 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7802 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4777 members 
Mstep: Class 26 contains 19815 members 
Mstep: Class 27 contains 6689 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9460 members 
Mstep: Class 30 contains 34438 members 
Mstep: Class 31 contains 36182 members 
Mstep: Class 32 contains 1936 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2987 members 
Mstep: Class 35 contains 17794 members 
Mstep: Class 36 contains 6509 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782256.000000 Penalty: 89247.812500
Iteration 241Q: 41 clusters Score -1.117823e+08 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105761 members 
Mstep: Class 2 contains 11619 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 121929 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5897 members 
Mstep: Class 8 contains 9665 members 
Mstep: Class 9 contains 74811 members 
Mstep: Class 10 contains 2538 members 
Mstep: Class 11 contains 105078 members 
Mstep: Class 12 contains 99898 members 
Mstep: Class 13 contains 97978 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3223 members 
Mstep: Class 16 contains 74187 members 
Mstep: Class 17 contains 24685 members 
Mstep: Class 18 contains 14277 members 
Mstep: Class 19 contains 2736 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7820 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 765 members 
Mstep: Class 25 contains 4777 members 
Mstep: Class 26 contains 19765 members 
Mstep: Class 27 contains 6693 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9461 members 
Mstep: Class 30 contains 34434 members 
Mstep: Class 31 contains 36345 members 
Mstep: Class 32 contains 1937 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2989 members 
Mstep: Class 35 contains 17796 members 
Mstep: Class 36 contains 6514 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782448.000000 Penalty: 89247.812500
Iteration 242Q: 41 clusters Score -1.117824e+08 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105753 members 
Mstep: Class 2 contains 11614 members 
Mstep: Class 3 contains 6999 members 
Mstep: Class 4 contains 121898 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5886 members 
Mstep: Class 8 contains 9665 members 
Mstep: Class 9 contains 74951 members 
Mstep: Class 10 contains 2537 members 
Mstep: Class 11 contains 105064 members 
Mstep: Class 12 contains 99868 members 
Mstep: Class 13 contains 97957 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3219 members 
Mstep: Class 16 contains 74044 members 
Mstep: Class 17 contains 24691 members 
Mstep: Class 18 contains 14278 members 
Mstep: Class 19 contains 2736 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7831 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 765 members 
Mstep: Class 25 contains 4778 members 
Mstep: Class 26 contains 19703 members 
Mstep: Class 27 contains 6691 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9463 members 
Mstep: Class 30 contains 34433 members 
Mstep: Class 31 contains 36513 members 
Mstep: Class 32 contains 1938 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2987 members 
Mstep: Class 35 contains 17796 members 
Mstep: Class 36 contains 6518 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782624.000000 Penalty: 89247.812500
Iteration 243Q: 41 clusters Score -1.117826e+08 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105765 members 
Mstep: Class 2 contains 11614 members 
Mstep: Class 3 contains 7000 members 
Mstep: Class 4 contains 121859 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5878 members 
Mstep: Class 8 contains 9666 members 
Mstep: Class 9 contains 75120 members 
Mstep: Class 10 contains 2536 members 
Mstep: Class 11 contains 105046 members 
Mstep: Class 12 contains 99819 members 
Mstep: Class 13 contains 97894 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3218 members 
Mstep: Class 16 contains 73892 members 
Mstep: Class 17 contains 24688 members 
Mstep: Class 18 contains 14289 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7841 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 765 members 
Mstep: Class 25 contains 4782 members 
Mstep: Class 26 contains 19666 members 
Mstep: Class 27 contains 6693 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9464 members 
Mstep: Class 30 contains 34432 members 
Mstep: Class 31 contains 36672 members 
Mstep: Class 32 contains 1938 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2984 members 
Mstep: Class 35 contains 17797 members 
Mstep: Class 36 contains 6519 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782464.000000 Penalty: 89247.812500
Iteration 244Q: 41 clusters Score -1.117825e+08 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105799 members 
Mstep: Class 2 contains 11617 members 
Mstep: Class 3 contains 7005 members 
Mstep: Class 4 contains 121788 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5868 members 
Mstep: Class 8 contains 9666 members 
Mstep: Class 9 contains 75293 members 
Mstep: Class 10 contains 2534 members 
Mstep: Class 11 contains 105042 members 
Mstep: Class 12 contains 99797 members 
Mstep: Class 13 contains 97807 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3218 members 
Mstep: Class 16 contains 73730 members 
Mstep: Class 17 contains 24691 members 
Mstep: Class 18 contains 14288 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7852 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 765 members 
Mstep: Class 25 contains 4782 members 
Mstep: Class 26 contains 19623 members 
Mstep: Class 27 contains 6692 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9464 members 
Mstep: Class 30 contains 34433 members 
Mstep: Class 31 contains 36843 members 
Mstep: Class 32 contains 1937 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2983 members 
Mstep: Class 35 contains 17798 members 
Mstep: Class 36 contains 6521 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782408.000000 Penalty: 89247.812500
Iteration 245Q: 41 clusters Score -1.117824e+08 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105810 members 
Mstep: Class 2 contains 11615 members 
Mstep: Class 3 contains 7006 members 
Mstep: Class 4 contains 121734 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5855 members 
Mstep: Class 8 contains 9665 members 
Mstep: Class 9 contains 75391 members 
Mstep: Class 10 contains 2534 members 
Mstep: Class 11 contains 105040 members 
Mstep: Class 12 contains 99793 members 
Mstep: Class 13 contains 97762 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3216 members 
Mstep: Class 16 contains 73599 members 
Mstep: Class 17 contains 24689 members 
Mstep: Class 18 contains 14288 members 
Mstep: Class 19 contains 2744 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7872 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 765 members 
Mstep: Class 25 contains 4785 members 
Mstep: Class 26 contains 19600 members 
Mstep: Class 27 contains 6693 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9465 members 
Mstep: Class 30 contains 34427 members 
Mstep: Class 31 contains 36986 members 
Mstep: Class 32 contains 1937 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2983 members 
Mstep: Class 35 contains 17799 members 
Mstep: Class 36 contains 6522 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782696.000000 Penalty: 89247.812500
Iteration 246Q: 41 clusters Score -1.117827e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105811 members 
Mstep: Class 2 contains 11611 members 
Mstep: Class 3 contains 7006 members 
Mstep: Class 4 contains 121685 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5850 members 
Mstep: Class 8 contains 9665 members 
Mstep: Class 9 contains 75478 members 
Mstep: Class 10 contains 2534 members 
Mstep: Class 11 contains 105043 members 
Mstep: Class 12 contains 99779 members 
Mstep: Class 13 contains 97710 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3216 members 
Mstep: Class 16 contains 73488 members 
Mstep: Class 17 contains 24698 members 
Mstep: Class 18 contains 14286 members 
Mstep: Class 19 contains 2748 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7891 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 765 members 
Mstep: Class 25 contains 4784 members 
Mstep: Class 26 contains 19569 members 
Mstep: Class 27 contains 6691 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9465 members 
Mstep: Class 30 contains 34430 members 
Mstep: Class 31 contains 37135 members 
Mstep: Class 32 contains 1934 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2981 members 
Mstep: Class 35 contains 17800 members 
Mstep: Class 36 contains 6522 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782656.000000 Penalty: 89247.812500
Iteration 247Q: 41 clusters Score -1.117827e+08 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105802 members 
Mstep: Class 2 contains 11613 members 
Mstep: Class 3 contains 7010 members 
Mstep: Class 4 contains 121639 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5846 members 
Mstep: Class 8 contains 9664 members 
Mstep: Class 9 contains 75588 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 105062 members 
Mstep: Class 12 contains 99746 members 
Mstep: Class 13 contains 97677 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3217 members 
Mstep: Class 16 contains 73360 members 
Mstep: Class 17 contains 24708 members 
Mstep: Class 18 contains 14283 members 
Mstep: Class 19 contains 2748 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7909 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 765 members 
Mstep: Class 25 contains 4788 members 
Mstep: Class 26 contains 19532 members 
Mstep: Class 27 contains 6690 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9463 members 
Mstep: Class 30 contains 34427 members 
Mstep: Class 31 contains 37271 members 
Mstep: Class 32 contains 1936 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2978 members 
Mstep: Class 35 contains 17800 members 
Mstep: Class 36 contains 6522 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782672.000000 Penalty: 89247.812500
Iteration 248Q: 41 clusters Score -1.117827e+08 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105791 members 
Mstep: Class 2 contains 11608 members 
Mstep: Class 3 contains 7009 members 
Mstep: Class 4 contains 121616 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5841 members 
Mstep: Class 8 contains 9662 members 
Mstep: Class 9 contains 75700 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 105066 members 
Mstep: Class 12 contains 99720 members 
Mstep: Class 13 contains 97620 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3217 members 
Mstep: Class 16 contains 73248 members 
Mstep: Class 17 contains 24709 members 
Mstep: Class 18 contains 14285 members 
Mstep: Class 19 contains 2748 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7928 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 765 members 
Mstep: Class 25 contains 4788 members 
Mstep: Class 26 contains 19503 members 
Mstep: Class 27 contains 6686 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9463 members 
Mstep: Class 30 contains 34431 members 
Mstep: Class 31 contains 37402 members 
Mstep: Class 32 contains 1936 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2983 members 
Mstep: Class 35 contains 17800 members 
Mstep: Class 36 contains 6520 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782664.000000 Penalty: 89247.812500
Iteration 249Q: 41 clusters Score -1.117827e+08 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105754 members 
Mstep: Class 2 contains 11605 members 
Mstep: Class 3 contains 7007 members 
Mstep: Class 4 contains 121594 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5833 members 
Mstep: Class 8 contains 9667 members 
Mstep: Class 9 contains 75798 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 105027 members 
Mstep: Class 12 contains 99735 members 
Mstep: Class 13 contains 97587 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3218 members 
Mstep: Class 16 contains 73143 members 
Mstep: Class 17 contains 24706 members 
Mstep: Class 18 contains 14290 members 
Mstep: Class 19 contains 2751 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7939 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 765 members 
Mstep: Class 25 contains 4793 members 
Mstep: Class 26 contains 19482 members 
Mstep: Class 27 contains 6686 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9463 members 
Mstep: Class 30 contains 34427 members 
Mstep: Class 31 contains 37539 members 
Mstep: Class 32 contains 1935 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2985 members 
Mstep: Class 35 contains 17800 members 
Mstep: Class 36 contains 6516 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782600.000000 Penalty: 89247.812500
Iteration 250Q: 41 clusters Score -1.117826e+08 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105733 members 
Mstep: Class 2 contains 11588 members 
Mstep: Class 3 contains 7009 members 
Mstep: Class 4 contains 121571 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5825 members 
Mstep: Class 8 contains 9668 members 
Mstep: Class 9 contains 75907 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 105020 members 
Mstep: Class 12 contains 99744 members 
Mstep: Class 13 contains 97528 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3216 members 
Mstep: Class 16 contains 73027 members 
Mstep: Class 17 contains 24710 members 
Mstep: Class 18 contains 14288 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7954 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 765 members 
Mstep: Class 25 contains 4794 members 
Mstep: Class 26 contains 19467 members 
Mstep: Class 27 contains 6684 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9463 members 
Mstep: Class 30 contains 34418 members 
Mstep: Class 31 contains 37675 members 
Mstep: Class 32 contains 1933 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2984 members 
Mstep: Class 35 contains 17801 members 
Mstep: Class 36 contains 6518 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782552.000000 Penalty: 89247.812500
Iteration 251Q: 41 clusters Score -1.117826e+08 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105717 members 
Mstep: Class 2 contains 11587 members 
Mstep: Class 3 contains 7011 members 
Mstep: Class 4 contains 121571 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5813 members 
Mstep: Class 8 contains 9665 members 
Mstep: Class 9 contains 76030 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 104999 members 
Mstep: Class 12 contains 99742 members 
Mstep: Class 13 contains 97440 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3215 members 
Mstep: Class 16 contains 72918 members 
Mstep: Class 17 contains 24711 members 
Mstep: Class 18 contains 14289 members 
Mstep: Class 19 contains 2759 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7959 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 765 members 
Mstep: Class 25 contains 4791 members 
Mstep: Class 26 contains 19452 members 
Mstep: Class 27 contains 6685 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9463 members 
Mstep: Class 30 contains 34417 members 
Mstep: Class 31 contains 37816 members 
Mstep: Class 32 contains 1933 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2981 members 
Mstep: Class 35 contains 17799 members 
Mstep: Class 36 contains 6519 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782568.000000 Penalty: 89247.812500
Iteration 252Q: 41 clusters Score -1.117826e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105709 members 
Mstep: Class 2 contains 11586 members 
Mstep: Class 3 contains 7012 members 
Mstep: Class 4 contains 121565 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5800 members 
Mstep: Class 8 contains 9665 members 
Mstep: Class 9 contains 76103 members 
Mstep: Class 10 contains 2525 members 
Mstep: Class 11 contains 104995 members 
Mstep: Class 12 contains 99733 members 
Mstep: Class 13 contains 97398 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3215 members 
Mstep: Class 16 contains 72797 members 
Mstep: Class 17 contains 24707 members 
Mstep: Class 18 contains 14288 members 
Mstep: Class 19 contains 2765 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7968 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4791 members 
Mstep: Class 26 contains 19439 members 
Mstep: Class 27 contains 6689 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9462 members 
Mstep: Class 30 contains 34412 members 
Mstep: Class 31 contains 37961 members 
Mstep: Class 32 contains 1934 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2979 members 
Mstep: Class 35 contains 17797 members 
Mstep: Class 36 contains 6518 members 
Mstep: Class 37 contains 419 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782768.000000 Penalty: 89247.812500
Iteration 253Q: 41 clusters Score -1.117828e+08 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105668 members 
Mstep: Class 2 contains 11581 members 
Mstep: Class 3 contains 7012 members 
Mstep: Class 4 contains 121565 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5780 members 
Mstep: Class 8 contains 9661 members 
Mstep: Class 9 contains 76172 members 
Mstep: Class 10 contains 2526 members 
Mstep: Class 11 contains 105007 members 
Mstep: Class 12 contains 99718 members 
Mstep: Class 13 contains 97389 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3219 members 
Mstep: Class 16 contains 72673 members 
Mstep: Class 17 contains 24708 members 
Mstep: Class 18 contains 14285 members 
Mstep: Class 19 contains 2769 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7975 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4793 members 
Mstep: Class 26 contains 19416 members 
Mstep: Class 27 contains 6691 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9461 members 
Mstep: Class 30 contains 34414 members 
Mstep: Class 31 contains 38105 members 
Mstep: Class 32 contains 1934 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2977 members 
Mstep: Class 35 contains 17796 members 
Mstep: Class 36 contains 6518 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782640.000000 Penalty: 89247.812500
Iteration 254Q: 41 clusters Score -1.117826e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105659 members 
Mstep: Class 2 contains 11580 members 
Mstep: Class 3 contains 7013 members 
Mstep: Class 4 contains 121553 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5761 members 
Mstep: Class 8 contains 9658 members 
Mstep: Class 9 contains 76275 members 
Mstep: Class 10 contains 2525 members 
Mstep: Class 11 contains 105006 members 
Mstep: Class 12 contains 99713 members 
Mstep: Class 13 contains 97312 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3221 members 
Mstep: Class 16 contains 72555 members 
Mstep: Class 17 contains 24710 members 
Mstep: Class 18 contains 14281 members 
Mstep: Class 19 contains 2780 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7981 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4795 members 
Mstep: Class 26 contains 19390 members 
Mstep: Class 27 contains 6692 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9460 members 
Mstep: Class 30 contains 34415 members 
Mstep: Class 31 contains 38250 members 
Mstep: Class 32 contains 1933 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2976 members 
Mstep: Class 35 contains 17799 members 
Mstep: Class 36 contains 6520 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782464.000000 Penalty: 89247.812500
Iteration 255Q: 41 clusters Score -1.117825e+08 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105645 members 
Mstep: Class 2 contains 11576 members 
Mstep: Class 3 contains 7014 members 
Mstep: Class 4 contains 121539 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5749 members 
Mstep: Class 8 contains 9660 members 
Mstep: Class 9 contains 76347 members 
Mstep: Class 10 contains 2527 members 
Mstep: Class 11 contains 105011 members 
Mstep: Class 12 contains 99703 members 
Mstep: Class 13 contains 97264 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3220 members 
Mstep: Class 16 contains 72456 members 
Mstep: Class 17 contains 24706 members 
Mstep: Class 18 contains 14279 members 
Mstep: Class 19 contains 2789 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7982 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4795 members 
Mstep: Class 26 contains 19363 members 
Mstep: Class 27 contains 6693 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9458 members 
Mstep: Class 30 contains 34425 members 
Mstep: Class 31 contains 38384 members 
Mstep: Class 32 contains 1934 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2973 members 
Mstep: Class 35 contains 17802 members 
Mstep: Class 36 contains 6520 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782656.000000 Penalty: 89247.812500
Iteration 256Q: 41 clusters Score -1.117827e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105623 members 
Mstep: Class 2 contains 11572 members 
Mstep: Class 3 contains 7016 members 
Mstep: Class 4 contains 121572 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5739 members 
Mstep: Class 8 contains 9659 members 
Mstep: Class 9 contains 76426 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 104998 members 
Mstep: Class 12 contains 99695 members 
Mstep: Class 13 contains 97187 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3220 members 
Mstep: Class 16 contains 72354 members 
Mstep: Class 17 contains 24707 members 
Mstep: Class 18 contains 14279 members 
Mstep: Class 19 contains 2798 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7986 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4797 members 
Mstep: Class 26 contains 19348 members 
Mstep: Class 27 contains 6692 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9458 members 
Mstep: Class 30 contains 34431 members 
Mstep: Class 31 contains 38500 members 
Mstep: Class 32 contains 1934 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2972 members 
Mstep: Class 35 contains 17803 members 
Mstep: Class 36 contains 6520 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111782832.000000 Penalty: 89247.812500
Iteration 257Q: 41 clusters Score -1.117828e+08 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105575 members 
Mstep: Class 2 contains 11561 members 
Mstep: Class 3 contains 7018 members 
Mstep: Class 4 contains 121620 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5727 members 
Mstep: Class 8 contains 9660 members 
Mstep: Class 9 contains 76528 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 105014 members 
Mstep: Class 12 contains 99660 members 
Mstep: Class 13 contains 97118 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3220 members 
Mstep: Class 16 contains 72259 members 
Mstep: Class 17 contains 24716 members 
Mstep: Class 18 contains 14277 members 
Mstep: Class 19 contains 2808 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 7989 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4798 members 
Mstep: Class 26 contains 19330 members 
Mstep: Class 27 contains 6692 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9456 members 
Mstep: Class 30 contains 34432 members 
Mstep: Class 31 contains 38607 members 
Mstep: Class 32 contains 1934 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2971 members 
Mstep: Class 35 contains 17803 members 
Mstep: Class 36 contains 6517 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783000.000000 Penalty: 89247.812500
Iteration 258Q: 41 clusters Score -1.11783e+08 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105549 members 
Mstep: Class 2 contains 11548 members 
Mstep: Class 3 contains 7022 members 
Mstep: Class 4 contains 121630 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5716 members 
Mstep: Class 8 contains 9662 members 
Mstep: Class 9 contains 76608 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 105003 members 
Mstep: Class 12 contains 99645 members 
Mstep: Class 13 contains 97073 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3220 members 
Mstep: Class 16 contains 72163 members 
Mstep: Class 17 contains 24724 members 
Mstep: Class 18 contains 14276 members 
Mstep: Class 19 contains 2814 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 7995 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4798 members 
Mstep: Class 26 contains 19311 members 
Mstep: Class 27 contains 6693 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9456 members 
Mstep: Class 30 contains 34432 members 
Mstep: Class 31 contains 38727 members 
Mstep: Class 32 contains 1934 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2974 members 
Mstep: Class 35 contains 17803 members 
Mstep: Class 36 contains 6514 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783152.000000 Penalty: 89247.812500
Iteration 259Q: 41 clusters Score -1.117832e+08 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105523 members 
Mstep: Class 2 contains 11547 members 
Mstep: Class 3 contains 7022 members 
Mstep: Class 4 contains 121660 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5705 members 
Mstep: Class 8 contains 9657 members 
Mstep: Class 9 contains 76646 members 
Mstep: Class 10 contains 2527 members 
Mstep: Class 11 contains 105010 members 
Mstep: Class 12 contains 99608 members 
Mstep: Class 13 contains 97026 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3219 members 
Mstep: Class 16 contains 72087 members 
Mstep: Class 17 contains 24732 members 
Mstep: Class 18 contains 14275 members 
Mstep: Class 19 contains 2817 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 7999 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4796 members 
Mstep: Class 26 contains 19298 members 
Mstep: Class 27 contains 6694 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9456 members 
Mstep: Class 30 contains 34435 members 
Mstep: Class 31 contains 38854 members 
Mstep: Class 32 contains 1934 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2976 members 
Mstep: Class 35 contains 17802 members 
Mstep: Class 36 contains 6514 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783240.000000 Penalty: 89247.812500
Iteration 260F: 41 clusters Score -1.117832e+08 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105498 members 
Mstep: Class 2 contains 11547 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 121716 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5688 members 
Mstep: Class 8 contains 9658 members 
Mstep: Class 9 contains 76670 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 104985 members 
Mstep: Class 12 contains 99559 members 
Mstep: Class 13 contains 97015 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3219 members 
Mstep: Class 16 contains 72013 members 
Mstep: Class 17 contains 24737 members 
Mstep: Class 18 contains 14275 members 
Mstep: Class 19 contains 2822 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8003 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4797 members 
Mstep: Class 26 contains 19281 members 
Mstep: Class 27 contains 6690 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9456 members 
Mstep: Class 30 contains 34440 members 
Mstep: Class 31 contains 38969 members 
Mstep: Class 32 contains 1935 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2974 members 
Mstep: Class 35 contains 17803 members 
Mstep: Class 36 contains 6514 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783304.000000 Penalty: 89247.812500
Iteration 261Q: 41 clusters Score -1.117833e+08 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105493 members 
Mstep: Class 2 contains 11553 members 
Mstep: Class 3 contains 7020 members 
Mstep: Class 4 contains 121724 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5673 members 
Mstep: Class 8 contains 9659 members 
Mstep: Class 9 contains 76689 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 104977 members 
Mstep: Class 12 contains 99528 members 
Mstep: Class 13 contains 96996 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3218 members 
Mstep: Class 16 contains 71939 members 
Mstep: Class 17 contains 24751 members 
Mstep: Class 18 contains 14272 members 
Mstep: Class 19 contains 2826 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8009 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4798 members 
Mstep: Class 26 contains 19263 members 
Mstep: Class 27 contains 6688 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34445 members 
Mstep: Class 31 contains 39079 members 
Mstep: Class 32 contains 1936 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2973 members 
Mstep: Class 35 contains 17807 members 
Mstep: Class 36 contains 6515 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783200.000000 Penalty: 89247.812500
Iteration 262Q: 41 clusters Score -1.117832e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105494 members 
Mstep: Class 2 contains 11549 members 
Mstep: Class 3 contains 7022 members 
Mstep: Class 4 contains 121778 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5659 members 
Mstep: Class 8 contains 9659 members 
Mstep: Class 9 contains 76713 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 104922 members 
Mstep: Class 12 contains 99502 members 
Mstep: Class 13 contains 96948 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3217 members 
Mstep: Class 16 contains 71886 members 
Mstep: Class 17 contains 24765 members 
Mstep: Class 18 contains 14270 members 
Mstep: Class 19 contains 2831 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8013 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4800 members 
Mstep: Class 26 contains 19257 members 
Mstep: Class 27 contains 6686 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9458 members 
Mstep: Class 30 contains 34450 members 
Mstep: Class 31 contains 39181 members 
Mstep: Class 32 contains 1933 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2973 members 
Mstep: Class 35 contains 17809 members 
Mstep: Class 36 contains 6513 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783208.000000 Penalty: 89247.812500
Iteration 263Q: 41 clusters Score -1.117832e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105480 members 
Mstep: Class 2 contains 11546 members 
Mstep: Class 3 contains 7021 members 
Mstep: Class 4 contains 121840 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5650 members 
Mstep: Class 8 contains 9659 members 
Mstep: Class 9 contains 76728 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 104920 members 
Mstep: Class 12 contains 99479 members 
Mstep: Class 13 contains 96912 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3215 members 
Mstep: Class 16 contains 71827 members 
Mstep: Class 17 contains 24767 members 
Mstep: Class 18 contains 14272 members 
Mstep: Class 19 contains 2835 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8017 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4800 members 
Mstep: Class 26 contains 19247 members 
Mstep: Class 27 contains 6681 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9458 members 
Mstep: Class 30 contains 34449 members 
Mstep: Class 31 contains 39262 members 
Mstep: Class 32 contains 1931 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2973 members 
Mstep: Class 35 contains 17811 members 
Mstep: Class 36 contains 6508 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783344.000000 Penalty: 89247.812500
Iteration 264Q: 41 clusters Score -1.117833e+08 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105465 members 
Mstep: Class 2 contains 11547 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 4 contains 121894 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 9661 members 
Mstep: Class 9 contains 76709 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 104919 members 
Mstep: Class 12 contains 99467 members 
Mstep: Class 13 contains 96889 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3215 members 
Mstep: Class 16 contains 71761 members 
Mstep: Class 17 contains 24775 members 
Mstep: Class 18 contains 14271 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8024 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4801 members 
Mstep: Class 26 contains 19234 members 
Mstep: Class 27 contains 6677 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9458 members 
Mstep: Class 30 contains 34455 members 
Mstep: Class 31 contains 39338 members 
Mstep: Class 32 contains 1930 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2974 members 
Mstep: Class 35 contains 17814 members 
Mstep: Class 36 contains 6507 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783584.000000 Penalty: 89247.812500
Iteration 265Q: 41 clusters Score -1.117836e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105445 members 
Mstep: Class 2 contains 11547 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 4 contains 121954 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5626 members 
Mstep: Class 8 contains 9662 members 
Mstep: Class 9 contains 76691 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 104918 members 
Mstep: Class 12 contains 99434 members 
Mstep: Class 13 contains 96892 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3215 members 
Mstep: Class 16 contains 71692 members 
Mstep: Class 17 contains 24779 members 
Mstep: Class 18 contains 14269 members 
Mstep: Class 19 contains 2845 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8026 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4801 members 
Mstep: Class 26 contains 19224 members 
Mstep: Class 27 contains 6676 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9458 members 
Mstep: Class 30 contains 34461 members 
Mstep: Class 31 contains 39421 members 
Mstep: Class 32 contains 1932 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2973 members 
Mstep: Class 35 contains 17816 members 
Mstep: Class 36 contains 6507 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783680.000000 Penalty: 89247.812500
Iteration 266Q: 41 clusters Score -1.117837e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105441 members 
Mstep: Class 2 contains 11549 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 4 contains 121999 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5619 members 
Mstep: Class 8 contains 9661 members 
Mstep: Class 9 contains 76682 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 104926 members 
Mstep: Class 12 contains 99408 members 
Mstep: Class 13 contains 96872 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 71619 members 
Mstep: Class 17 contains 24785 members 
Mstep: Class 18 contains 14272 members 
Mstep: Class 19 contains 2848 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8029 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4801 members 
Mstep: Class 26 contains 19216 members 
Mstep: Class 27 contains 6673 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34460 members 
Mstep: Class 31 contains 39507 members 
Mstep: Class 32 contains 1934 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2973 members 
Mstep: Class 35 contains 17817 members 
Mstep: Class 36 contains 6502 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783688.000000 Penalty: 89247.812500
Iteration 267Q: 41 clusters Score -1.117837e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105415 members 
Mstep: Class 2 contains 11545 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 122024 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5613 members 
Mstep: Class 8 contains 9659 members 
Mstep: Class 9 contains 76667 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 104958 members 
Mstep: Class 12 contains 99384 members 
Mstep: Class 13 contains 96857 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 71539 members 
Mstep: Class 17 contains 24796 members 
Mstep: Class 18 contains 14273 members 
Mstep: Class 19 contains 2853 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8031 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4801 members 
Mstep: Class 26 contains 19207 members 
Mstep: Class 27 contains 6675 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34475 members 
Mstep: Class 31 contains 39602 members 
Mstep: Class 32 contains 1932 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2973 members 
Mstep: Class 35 contains 17816 members 
Mstep: Class 36 contains 6497 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783616.000000 Penalty: 89247.812500
Iteration 268Q: 41 clusters Score -1.117836e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105426 members 
Mstep: Class 2 contains 11543 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 4 contains 122007 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5602 members 
Mstep: Class 8 contains 9662 members 
Mstep: Class 9 contains 76640 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 104993 members 
Mstep: Class 12 contains 99352 members 
Mstep: Class 13 contains 96873 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 71459 members 
Mstep: Class 17 contains 24800 members 
Mstep: Class 18 contains 14270 members 
Mstep: Class 19 contains 2859 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8037 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4801 members 
Mstep: Class 26 contains 19191 members 
Mstep: Class 27 contains 6677 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34478 members 
Mstep: Class 31 contains 39709 members 
Mstep: Class 32 contains 1929 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2973 members 
Mstep: Class 35 contains 17816 members 
Mstep: Class 36 contains 6497 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783496.000000 Penalty: 89247.812500
Iteration 269Q: 41 clusters Score -1.117835e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105443 members 
Mstep: Class 2 contains 11540 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 4 contains 121994 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5594 members 
Mstep: Class 8 contains 9667 members 
Mstep: Class 9 contains 76610 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 105030 members 
Mstep: Class 12 contains 99327 members 
Mstep: Class 13 contains 96902 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3213 members 
Mstep: Class 16 contains 71378 members 
Mstep: Class 17 contains 24804 members 
Mstep: Class 18 contains 14267 members 
Mstep: Class 19 contains 2861 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8039 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4801 members 
Mstep: Class 26 contains 19167 members 
Mstep: Class 27 contains 6677 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34476 members 
Mstep: Class 31 contains 39805 members 
Mstep: Class 32 contains 1929 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2974 members 
Mstep: Class 35 contains 17816 members 
Mstep: Class 36 contains 6494 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783800.000000 Penalty: 89247.812500
Iteration 270Q: 41 clusters Score -1.117838e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105476 members 
Mstep: Class 2 contains 11540 members 
Mstep: Class 3 contains 7017 members 
Mstep: Class 4 contains 122022 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5587 members 
Mstep: Class 8 contains 9669 members 
Mstep: Class 9 contains 76569 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 105070 members 
Mstep: Class 12 contains 99298 members 
Mstep: Class 13 contains 96891 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3213 members 
Mstep: Class 16 contains 71308 members 
Mstep: Class 17 contains 24815 members 
Mstep: Class 18 contains 14258 members 
Mstep: Class 19 contains 2868 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8046 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4800 members 
Mstep: Class 26 contains 19153 members 
Mstep: Class 27 contains 6677 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34473 members 
Mstep: Class 31 contains 39868 members 
Mstep: Class 32 contains 1929 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2974 members 
Mstep: Class 35 contains 17817 members 
Mstep: Class 36 contains 6492 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783824.000000 Penalty: 89247.812500
Iteration 271Q: 41 clusters Score -1.117838e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105495 members 
Mstep: Class 2 contains 11546 members 
Mstep: Class 3 contains 7016 members 
Mstep: Class 4 contains 122014 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5581 members 
Mstep: Class 8 contains 9669 members 
Mstep: Class 9 contains 76531 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 105096 members 
Mstep: Class 12 contains 99282 members 
Mstep: Class 13 contains 96896 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3212 members 
Mstep: Class 16 contains 71239 members 
Mstep: Class 17 contains 24827 members 
Mstep: Class 18 contains 14249 members 
Mstep: Class 19 contains 2876 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8052 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4799 members 
Mstep: Class 26 contains 19142 members 
Mstep: Class 27 contains 6677 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34475 members 
Mstep: Class 31 contains 39940 members 
Mstep: Class 32 contains 1931 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2974 members 
Mstep: Class 35 contains 17817 members 
Mstep: Class 36 contains 6492 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783952.000000 Penalty: 89247.812500
Iteration 272Q: 41 clusters Score -1.11784e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105480 members 
Mstep: Class 2 contains 11545 members 
Mstep: Class 3 contains 7017 members 
Mstep: Class 4 contains 122073 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5577 members 
Mstep: Class 8 contains 9671 members 
Mstep: Class 9 contains 76487 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 105083 members 
Mstep: Class 12 contains 99272 members 
Mstep: Class 13 contains 96905 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3213 members 
Mstep: Class 16 contains 71184 members 
Mstep: Class 17 contains 24837 members 
Mstep: Class 18 contains 14248 members 
Mstep: Class 19 contains 2885 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8057 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4798 members 
Mstep: Class 26 contains 19132 members 
Mstep: Class 27 contains 6677 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34481 members 
Mstep: Class 31 contains 39996 members 
Mstep: Class 32 contains 1930 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2974 members 
Mstep: Class 35 contains 17817 members 
Mstep: Class 36 contains 6491 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783944.000000 Penalty: 89247.812500
Iteration 273Q: 41 clusters Score -1.117839e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105456 members 
Mstep: Class 2 contains 11552 members 
Mstep: Class 3 contains 7017 members 
Mstep: Class 4 contains 122095 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5571 members 
Mstep: Class 8 contains 9672 members 
Mstep: Class 9 contains 76465 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 105050 members 
Mstep: Class 12 contains 99289 members 
Mstep: Class 13 contains 96896 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3216 members 
Mstep: Class 16 contains 71138 members 
Mstep: Class 17 contains 24850 members 
Mstep: Class 18 contains 14246 members 
Mstep: Class 19 contains 2890 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8060 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4798 members 
Mstep: Class 26 contains 19124 members 
Mstep: Class 27 contains 6677 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34486 members 
Mstep: Class 31 contains 40067 members 
Mstep: Class 32 contains 1931 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2974 members 
Mstep: Class 35 contains 17819 members 
Mstep: Class 36 contains 6491 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111783880.000000 Penalty: 89247.812500
Iteration 274Q: 41 clusters Score -1.117839e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105438 members 
Mstep: Class 2 contains 11558 members 
Mstep: Class 3 contains 7017 members 
Mstep: Class 4 contains 122101 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5565 members 
Mstep: Class 8 contains 9670 members 
Mstep: Class 9 contains 76442 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 105033 members 
Mstep: Class 12 contains 99289 members 
Mstep: Class 13 contains 96891 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3215 members 
Mstep: Class 16 contains 71105 members 
Mstep: Class 17 contains 24863 members 
Mstep: Class 18 contains 14247 members 
Mstep: Class 19 contains 2899 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8063 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4802 members 
Mstep: Class 26 contains 19109 members 
Mstep: Class 27 contains 6676 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9459 members 
Mstep: Class 30 contains 34487 members 
Mstep: Class 31 contains 40142 members 
Mstep: Class 32 contains 1929 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2974 members 
Mstep: Class 35 contains 17821 members 
Mstep: Class 36 contains 6492 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784024.000000 Penalty: 89247.812500
Iteration 275Q: 41 clusters Score -1.11784e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105435 members 
Mstep: Class 2 contains 11558 members 
Mstep: Class 3 contains 7018 members 
Mstep: Class 4 contains 122096 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5560 members 
Mstep: Class 8 contains 9676 members 
Mstep: Class 9 contains 76414 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 105011 members 
Mstep: Class 12 contains 99294 members 
Mstep: Class 13 contains 96889 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3215 members 
Mstep: Class 16 contains 71073 members 
Mstep: Class 17 contains 24873 members 
Mstep: Class 18 contains 14251 members 
Mstep: Class 19 contains 2908 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8064 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4802 members 
Mstep: Class 26 contains 19099 members 
Mstep: Class 27 contains 6675 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9460 members 
Mstep: Class 30 contains 34488 members 
Mstep: Class 31 contains 40211 members 
Mstep: Class 32 contains 1929 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2973 members 
Mstep: Class 35 contains 17823 members 
Mstep: Class 36 contains 6491 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784024.000000 Penalty: 89247.812500
Iteration 276Q: 41 clusters Score -1.11784e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105425 members 
Mstep: Class 2 contains 11556 members 
Mstep: Class 3 contains 7018 members 
Mstep: Class 4 contains 122100 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5555 members 
Mstep: Class 8 contains 9678 members 
Mstep: Class 9 contains 76387 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 104996 members 
Mstep: Class 12 contains 99281 members 
Mstep: Class 13 contains 96908 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3215 members 
Mstep: Class 16 contains 71041 members 
Mstep: Class 17 contains 24879 members 
Mstep: Class 18 contains 14253 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8070 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4802 members 
Mstep: Class 26 contains 19086 members 
Mstep: Class 27 contains 6674 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9460 members 
Mstep: Class 30 contains 34491 members 
Mstep: Class 31 contains 40279 members 
Mstep: Class 32 contains 1929 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2974 members 
Mstep: Class 35 contains 17823 members 
Mstep: Class 36 contains 6491 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784208.000000 Penalty: 89247.812500
Iteration 277Q: 41 clusters Score -1.117842e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105393 members 
Mstep: Class 2 contains 11551 members 
Mstep: Class 3 contains 7016 members 
Mstep: Class 4 contains 122140 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5549 members 
Mstep: Class 8 contains 9679 members 
Mstep: Class 9 contains 76377 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 104999 members 
Mstep: Class 12 contains 99278 members 
Mstep: Class 13 contains 96905 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3215 members 
Mstep: Class 16 contains 71004 members 
Mstep: Class 17 contains 24880 members 
Mstep: Class 18 contains 14250 members 
Mstep: Class 19 contains 2921 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8076 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4799 members 
Mstep: Class 26 contains 19076 members 
Mstep: Class 27 contains 6672 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9460 members 
Mstep: Class 30 contains 34491 members 
Mstep: Class 31 contains 40339 members 
Mstep: Class 32 contains 1929 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2974 members 
Mstep: Class 35 contains 17823 members 
Mstep: Class 36 contains 6490 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784520.000000 Penalty: 89247.812500
Iteration 278Q: 41 clusters Score -1.117845e+08 nChanged 646
Entering ConstructFrom: 
Score: -111784520.000000 Penalty: 89247.812500
Entering ConstructFrom: 
Trying to split cluster 1 (105368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105368 members 
Entering Unmasked Estep 
Score: -13207096.000000 Penalty: 1879.347290
	Iteration 0F: 2 clusters Score -1.32071e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52635 members 
Mstep: Class 2 contains 52733 members 
Entering Unmasked Estep 
Score: -13140456.000000 Penalty: 3758.694580
	Iteration 0F: 3 clusters Score -1.314046e+07 nChanged 50445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52938 members 
Mstep: Class 2 contains 52430 members 
Entering Unmasked Estep 
Score: -13169935.000000 Penalty: 3758.694580
	Iteration 1F: 3 clusters Score -1.316994e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53410 members 
Mstep: Class 2 contains 51958 members 
Entering Unmasked Estep 
Score: -13170892.000000 Penalty: 3758.694580
	Iteration 2Q: 3 clusters Score -1.317089e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54152 members 
Mstep: Class 2 contains 51216 members 
Entering Unmasked Estep 
Score: -13171923.000000 Penalty: 3758.694580
	Iteration 3Q: 3 clusters Score -1.317192e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55200 members 
Mstep: Class 2 contains 50168 members 
Entering Unmasked Estep 
Score: -13173583.000000 Penalty: 3758.694580
	Iteration 4Q: 3 clusters Score -1.317358e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56553 members 
Mstep: Class 2 contains 48815 members 
Entering Unmasked Estep 
Score: -13175895.000000 Penalty: 3758.694580
	Iteration 5Q: 3 clusters Score -1.31759e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58184 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
Score: -13179085.000000 Penalty: 3758.694580
	Iteration 6F: 3 clusters Score -1.317908e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60050 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -13183529.000000 Penalty: 3758.694580
	Iteration 7F: 3 clusters Score -1.318353e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61698 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -13188572.000000 Penalty: 3758.694580
	Iteration 8F: 3 clusters Score -1.318857e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62998 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -13192390.000000 Penalty: 3758.694580
	Iteration 9F: 3 clusters Score -1.319239e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64055 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -13194277.000000 Penalty: 3758.694580
	Iteration 10Q: 3 clusters Score -1.319428e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65018 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -13195038.000000 Penalty: 3758.694580
	Iteration 11Q: 3 clusters Score -1.319504e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65985 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -13195424.000000 Penalty: 3758.694580
	Iteration 12Q: 3 clusters Score -1.319542e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66966 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -13195711.000000 Penalty: 3758.694580
	Iteration 13Q: 3 clusters Score -1.319571e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67936 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -13196031.000000 Penalty: 3758.694580
	Iteration 14Q: 3 clusters Score -1.319603e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68945 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -13196538.000000 Penalty: 3758.694580
	Iteration 15Q: 3 clusters Score -1.319654e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69952 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -13196926.000000 Penalty: 3758.694580
	Iteration 16Q: 3 clusters Score -1.319693e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70960 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -13197281.000000 Penalty: 3758.694580
	Iteration 17Q: 3 clusters Score -1.319728e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72036 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -13197680.000000 Penalty: 3758.694580
	Iteration 18Q: 3 clusters Score -1.319768e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73123 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -13198025.000000 Penalty: 3758.694580
	Iteration 19Q: 3 clusters Score -1.319802e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74268 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -13198433.000000 Penalty: 3758.694580
	Iteration 20F: 3 clusters Score -1.319843e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75428 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -13198813.000000 Penalty: 3758.694580
	Iteration 21Q: 3 clusters Score -1.319881e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76574 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -13199188.000000 Penalty: 3758.694580
	Iteration 22Q: 3 clusters Score -1.319919e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77728 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -13199630.000000 Penalty: 3758.694580
	Iteration 23Q: 3 clusters Score -1.319963e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78914 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -13200039.000000 Penalty: 3758.694580
	Iteration 24Q: 3 clusters Score -1.320004e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80057 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -13200368.000000 Penalty: 3758.694580
	Iteration 25Q: 3 clusters Score -1.320037e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81286 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -13200849.000000 Penalty: 3758.694580
	Iteration 26Q: 3 clusters Score -1.320085e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82461 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -13201288.000000 Penalty: 3758.694580
	Iteration 27Q: 3 clusters Score -1.320129e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83574 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -13201564.000000 Penalty: 3758.694580
	Iteration 28Q: 3 clusters Score -1.320156e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84629 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -13201971.000000 Penalty: 3758.694580
	Iteration 29Q: 3 clusters Score -1.320197e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85681 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -13202311.000000 Penalty: 3758.694580
	Iteration 30Q: 3 clusters Score -1.320231e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86711 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -13202600.000000 Penalty: 3758.694580
	Iteration 31Q: 3 clusters Score -1.32026e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87774 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -13202905.000000 Penalty: 3758.694580
	Iteration 32Q: 3 clusters Score -1.32029e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88907 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -13203306.000000 Penalty: 3758.694580
	Iteration 33Q: 3 clusters Score -1.320331e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90009 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -13203729.000000 Penalty: 3758.694580
	Iteration 34Q: 3 clusters Score -1.320373e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91093 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -13204120.000000 Penalty: 3758.694580
	Iteration 35Q: 3 clusters Score -1.320412e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92212 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -13204549.000000 Penalty: 3758.694580
	Iteration 36Q: 3 clusters Score -1.320455e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93322 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -13204916.000000 Penalty: 3758.694580
	Iteration 37Q: 3 clusters Score -1.320492e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94432 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -13205304.000000 Penalty: 3758.694580
	Iteration 38Q: 3 clusters Score -1.32053e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95637 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -13205598.000000 Penalty: 3758.694580
	Iteration 39Q: 3 clusters Score -1.32056e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96834 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -13205897.000000 Penalty: 3758.694580
	Iteration 40F: 3 clusters Score -1.32059e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98067 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -13206168.000000 Penalty: 3758.694580
	Iteration 41Q: 3 clusters Score -1.320617e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99200 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -13206285.000000 Penalty: 3758.694580
	Iteration 42Q: 3 clusters Score -1.320628e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100258 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -13206437.000000 Penalty: 3758.694580
	Iteration 43Q: 3 clusters Score -1.320644e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101173 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -13206512.000000 Penalty: 3758.694580
	Iteration 44Q: 3 clusters Score -1.320651e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101896 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -13206505.000000 Penalty: 3758.694580
	Iteration 45Q: 3 clusters Score -1.32065e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102481 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -13206472.000000 Penalty: 3758.694580
	Iteration 46Q: 3 clusters Score -1.320647e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102955 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -13206417.000000 Penalty: 3758.694580
	Iteration 47Q: 3 clusters Score -1.320642e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103319 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -13206369.000000 Penalty: 3758.694580
	Iteration 48Q: 3 clusters Score -1.320637e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103610 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -13206330.000000 Penalty: 3758.694580
	Iteration 49Q: 3 clusters Score -1.320633e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103847 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -13206288.000000 Penalty: 3758.694580
	Iteration 50Q: 3 clusters Score -1.320629e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104034 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -13206284.000000 Penalty: 3758.694580
	Iteration 51Q: 3 clusters Score -1.320628e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104186 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -13206248.000000 Penalty: 3758.694580
	Iteration 52Q: 3 clusters Score -1.320625e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104315 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -13206252.000000 Penalty: 3758.694580
	Iteration 53Q: 3 clusters Score -1.320625e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104403 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -13206220.000000 Penalty: 3758.694580
	Iteration 54Q: 3 clusters Score -1.320622e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104465 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -13206206.000000 Penalty: 3758.694580
	Iteration 55Q: 3 clusters Score -1.320621e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104514 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -13206180.000000 Penalty: 3758.694580
	Iteration 56Q: 3 clusters Score -1.320618e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104557 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -13206168.000000 Penalty: 3758.694580
	Iteration 57Q: 3 clusters Score -1.320617e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104589 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -13206177.000000 Penalty: 3758.694580
	Iteration 58Q: 3 clusters Score -1.320618e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104608 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -13206168.000000 Penalty: 3758.694580
	Iteration 59Q: 3 clusters Score -1.320617e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104627 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -13206182.000000 Penalty: 3758.694580
	Iteration 60F: 3 clusters Score -1.320618e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104647 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -13206200.000000 Penalty: 3758.694580
	Iteration 61Q: 3 clusters Score -1.32062e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104665 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -13206220.000000 Penalty: 3758.694580
	Iteration 62Q: 3 clusters Score -1.320622e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104675 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -13206211.000000 Penalty: 3758.694580
	Iteration 63Q: 3 clusters Score -1.320621e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104681 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -13206213.000000 Penalty: 3758.694580
	Iteration 64Q: 3 clusters Score -1.320621e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104688 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -13206208.000000 Penalty: 3758.694580
	Iteration 65Q: 3 clusters Score -1.320621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104689 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -13206214.000000 Penalty: 3758.694580
	Iteration 66Q: 3 clusters Score -1.320621e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104693 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -13206218.000000 Penalty: 3758.694580
	Iteration 67Q: 3 clusters Score -1.320622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104700 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -13206214.000000 Penalty: 3758.694580
	Iteration 68Q: 3 clusters Score -1.320621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104707 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -13206198.000000 Penalty: 3758.694580
	Iteration 69Q: 3 clusters Score -1.32062e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104710 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -13206199.000000 Penalty: 3758.694580
	Iteration 70Q: 3 clusters Score -1.32062e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104719 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -13206204.000000 Penalty: 3758.694580
	Iteration 71Q: 3 clusters Score -1.32062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104723 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -13206187.000000 Penalty: 3758.694580
	Iteration 72Q: 3 clusters Score -1.320619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104727 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -13206192.000000 Penalty: 3758.694580
	Iteration 73Q: 3 clusters Score -1.320619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104732 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -13206201.000000 Penalty: 3758.694580
	Iteration 74Q: 3 clusters Score -1.32062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104735 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -13206204.000000 Penalty: 3758.694580
	Iteration 75Q: 3 clusters Score -1.32062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104739 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -13206200.000000 Penalty: 3758.694580
	Iteration 76Q: 3 clusters Score -1.32062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104745 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -13206192.000000 Penalty: 3758.694580
	Iteration 77Q: 3 clusters Score -1.320619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104745 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -13206180.000000 Penalty: 3758.694580
	Iteration 78Q: 3 clusters Score -1.320618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104746 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -13206175.000000 Penalty: 3758.694580
	Iteration 79Q: 3 clusters Score -1.320618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104746 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -13206175.000000 Penalty: 3758.694580
	Iteration 80F: 3 clusters Score -1.320618e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Entering Unmasked Estep 
Score: -1344555.250000 Penalty: 1520.138794
	Iteration 0F: 2 clusters Score -1344555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1336464.875000 Penalty: 3040.277588
	Iteration 0F: 3 clusters Score -1336465 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1339406.375000 Penalty: 3040.277588
	Iteration 1F: 3 clusters Score -1339406 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1340087.750000 Penalty: 3040.277588
	Iteration 2F: 3 clusters Score -1340088 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1340911.125000 Penalty: 3040.277588
	Iteration 3F: 3 clusters Score -1340911 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1341636.875000 Penalty: 3040.277588
	Iteration 4F: 3 clusters Score -1341637 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1342175.000000 Penalty: 3040.277588
	Iteration 5F: 3 clusters Score -1342175 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1342554.000000 Penalty: 3040.277588
	Iteration 6F: 3 clusters Score -1342554 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1342816.500000 Penalty: 3040.277588
	Iteration 7Q: 3 clusters Score -1342816 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1342966.875000 Penalty: 3040.277588
	Iteration 8Q: 3 clusters Score -1342967 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1343062.625000 Penalty: 3040.277588
	Iteration 9Q: 3 clusters Score -1343063 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1343141.375000 Penalty: 3040.277588
	Iteration 10Q: 3 clusters Score -1343141 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1343192.125000 Penalty: 3040.277588
	Iteration 11Q: 3 clusters Score -1343192 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1343216.875000 Penalty: 3040.277588
	Iteration 12Q: 3 clusters Score -1343217 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1343237.250000 Penalty: 3040.277588
	Iteration 13Q: 3 clusters Score -1343237 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1343257.500000 Penalty: 3040.277588
	Iteration 14Q: 3 clusters Score -1343258 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1343280.750000 Penalty: 3040.277588
	Iteration 15Q: 3 clusters Score -1343281 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1343289.375000 Penalty: 3040.277588
	Iteration 16Q: 3 clusters Score -1343289 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1343303.375000 Penalty: 3040.277588
	Iteration 17Q: 3 clusters Score -1343303 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1343309.625000 Penalty: 3040.277588
	Iteration 18Q: 3 clusters Score -1343310 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1343314.000000 Penalty: 3040.277588
	Iteration 19Q: 3 clusters Score -1343314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1343315.500000 Penalty: 3040.277588
	Iteration 20F: 3 clusters Score -1343316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1343321.625000 Penalty: 3040.277588
	Iteration 21Q: 3 clusters Score -1343322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1343325.000000 Penalty: 3040.277588
	Iteration 22Q: 3 clusters Score -1343325 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1343334.250000 Penalty: 3040.277588
	Iteration 23Q: 3 clusters Score -1343334 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1343340.750000 Penalty: 3040.277588
	Iteration 24Q: 3 clusters Score -1343341 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1343344.625000 Penalty: 3040.277588
	Iteration 25Q: 3 clusters Score -1343345 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1343346.750000 Penalty: 3040.277588
	Iteration 26Q: 3 clusters Score -1343347 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1343351.875000 Penalty: 3040.277588
	Iteration 27Q: 3 clusters Score -1343352 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1343362.000000 Penalty: 3040.277588
	Iteration 28Q: 3 clusters Score -1343362 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1343365.250000 Penalty: 3040.277588
	Iteration 29Q: 3 clusters Score -1343365 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1343377.125000 Penalty: 3040.277588
	Iteration 30Q: 3 clusters Score -1343377 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1343386.875000 Penalty: 3040.277588
	Iteration 31Q: 3 clusters Score -1343387 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1343398.000000 Penalty: 3040.277588
	Iteration 32Q: 3 clusters Score -1343398 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1343421.875000 Penalty: 3040.277588
	Iteration 33Q: 3 clusters Score -1343422 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1343445.750000 Penalty: 3040.277588
	Iteration 34Q: 3 clusters Score -1343446 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1343467.125000 Penalty: 3040.277588
	Iteration 35Q: 3 clusters Score -1343467 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1343493.500000 Penalty: 3040.277588
	Iteration 36Q: 3 clusters Score -1343494 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1343519.875000 Penalty: 3040.277588
	Iteration 37Q: 3 clusters Score -1343520 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1343542.375000 Penalty: 3040.277588
	Iteration 38Q: 3 clusters Score -1343542 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1343572.625000 Penalty: 3040.277588
	Iteration 39Q: 3 clusters Score -1343573 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1343605.875000 Penalty: 3040.277588
	Iteration 40F: 3 clusters Score -1343606 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1343645.500000 Penalty: 3040.277588
	Iteration 41Q: 3 clusters Score -1343646 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1343682.500000 Penalty: 3040.277588
	Iteration 42Q: 3 clusters Score -1343682 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1343710.875000 Penalty: 3040.277588
	Iteration 43Q: 3 clusters Score -1343711 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1343744.000000 Penalty: 3040.277588
	Iteration 44Q: 3 clusters Score -1343744 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1343772.250000 Penalty: 3040.277588
	Iteration 45Q: 3 clusters Score -1343772 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1343797.500000 Penalty: 3040.277588
	Iteration 46Q: 3 clusters Score -1343798 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1343820.500000 Penalty: 3040.277588
	Iteration 47Q: 3 clusters Score -1343820 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1343842.750000 Penalty: 3040.277588
	Iteration 48Q: 3 clusters Score -1343843 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1343869.875000 Penalty: 3040.277588
	Iteration 49Q: 3 clusters Score -1343870 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1343900.750000 Penalty: 3040.277588
	Iteration 50Q: 3 clusters Score -1343901 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1343928.750000 Penalty: 3040.277588
	Iteration 51Q: 3 clusters Score -1343929 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1343948.750000 Penalty: 3040.277588
	Iteration 52Q: 3 clusters Score -1343949 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1343964.125000 Penalty: 3040.277588
	Iteration 53Q: 3 clusters Score -1343964 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1343975.125000 Penalty: 3040.277588
	Iteration 54Q: 3 clusters Score -1343975 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1343979.375000 Penalty: 3040.277588
	Iteration 55Q: 3 clusters Score -1343979 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1343993.625000 Penalty: 3040.277588
	Iteration 56Q: 3 clusters Score -1343994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1344000.250000 Penalty: 3040.277588
	Iteration 57Q: 3 clusters Score -1344000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1344008.875000 Penalty: 3040.277588
	Iteration 58Q: 3 clusters Score -1344009 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1344016.625000 Penalty: 3040.277588
	Iteration 59Q: 3 clusters Score -1344017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1344020.500000 Penalty: 3040.277588
	Iteration 60F: 3 clusters Score -1344020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1344026.375000 Penalty: 3040.277588
	Iteration 61Q: 3 clusters Score -1344026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1344033.750000 Penalty: 3040.277588
	Iteration 62Q: 3 clusters Score -1344034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1344036.125000 Penalty: 3040.277588
	Iteration 63Q: 3 clusters Score -1344036 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1344042.875000 Penalty: 3040.277588
	Iteration 64Q: 3 clusters Score -1344043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1344047.875000 Penalty: 3040.277588
	Iteration 65Q: 3 clusters Score -1344048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1344050.375000 Penalty: 3040.277588
	Iteration 66Q: 3 clusters Score -1344050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1344054.375000 Penalty: 3040.277588
	Iteration 67Q: 3 clusters Score -1344054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1344054.625000 Penalty: 3040.277588
	Iteration 68Q: 3 clusters Score -1344055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1344059.250000 Penalty: 3040.277588
	Iteration 69Q: 3 clusters Score -1344059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1344060.500000 Penalty: 3040.277588
	Iteration 70Q: 3 clusters Score -1344060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1344065.375000 Penalty: 3040.277588
	Iteration 71Q: 3 clusters Score -1344065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1344069.375000 Penalty: 3040.277588
	Iteration 72Q: 3 clusters Score -1344069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1344072.250000 Penalty: 3040.277588
	Iteration 73Q: 3 clusters Score -1344072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1344073.625000 Penalty: 3040.277588
	Iteration 74Q: 3 clusters Score -1344074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1344075.750000 Penalty: 3040.277588
	Iteration 75Q: 3 clusters Score -1344076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1344078.500000 Penalty: 3040.277588
	Iteration 76Q: 3 clusters Score -1344078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1344077.625000 Penalty: 3040.277588
	Iteration 77Q: 3 clusters Score -1344078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1344078.125000 Penalty: 3040.277588
	Iteration 78Q: 3 clusters Score -1344078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1344079.250000 Penalty: 3040.277588
	Iteration 79Q: 3 clusters Score -1344079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1344079.250000 Penalty: 3040.277588
	Iteration 80F: 3 clusters Score -1344079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Entering Unmasked Estep 
Score: -836896.062500 Penalty: 1439.091675
	Iteration 0F: 2 clusters Score -836896.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -831636.000000 Penalty: 2878.183350
	Iteration 0F: 3 clusters Score -831636 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -833326.437500 Penalty: 2878.183350
	Iteration 1F: 3 clusters Score -833326.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -833550.375000 Penalty: 2878.183350
	Iteration 2F: 3 clusters Score -833550.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -833733.500000 Penalty: 2878.183350
	Iteration 3F: 3 clusters Score -833733.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -833874.875000 Penalty: 2878.183350
	Iteration 4Q: 3 clusters Score -833874.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -834003.312500 Penalty: 2878.183350
	Iteration 5Q: 3 clusters Score -834003.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -834125.125000 Penalty: 2878.183350
	Iteration 6Q: 3 clusters Score -834125.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -834242.312500 Penalty: 2878.183350
	Iteration 7Q: 3 clusters Score -834242.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -834377.375000 Penalty: 2878.183350
	Iteration 8Q: 3 clusters Score -834377.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -834520.187500 Penalty: 2878.183350
	Iteration 9Q: 3 clusters Score -834520.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -834680.562500 Penalty: 2878.183350
	Iteration 10Q: 3 clusters Score -834680.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -834831.687500 Penalty: 2878.183350
	Iteration 11Q: 3 clusters Score -834831.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -834951.750000 Penalty: 2878.183350
	Iteration 12Q: 3 clusters Score -834951.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -835070.187500 Penalty: 2878.183350
	Iteration 13Q: 3 clusters Score -835070.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -835171.312500 Penalty: 2878.183350
	Iteration 14Q: 3 clusters Score -835171.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -835271.937500 Penalty: 2878.183350
	Iteration 15Q: 3 clusters Score -835271.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -835367.437500 Penalty: 2878.183350
	Iteration 16Q: 3 clusters Score -835367.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -835449.375000 Penalty: 2878.183350
	Iteration 17Q: 3 clusters Score -835449.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -835513.187500 Penalty: 2878.183350
	Iteration 18Q: 3 clusters Score -835513.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -835561.625000 Penalty: 2878.183350
	Iteration 19Q: 3 clusters Score -835561.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -835606.375000 Penalty: 2878.183350
	Iteration 20F: 3 clusters Score -835606.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -835638.312500 Penalty: 2878.183350
	Iteration 21Q: 3 clusters Score -835638.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -835664.375000 Penalty: 2878.183350
	Iteration 22Q: 3 clusters Score -835664.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -835679.687500 Penalty: 2878.183350
	Iteration 23Q: 3 clusters Score -835679.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -835694.812500 Penalty: 2878.183350
	Iteration 24Q: 3 clusters Score -835694.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -835708.937500 Penalty: 2878.183350
	Iteration 25Q: 3 clusters Score -835708.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -835716.437500 Penalty: 2878.183350
	Iteration 26Q: 3 clusters Score -835716.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -835722.437500 Penalty: 2878.183350
	Iteration 27Q: 3 clusters Score -835722.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -835729.750000 Penalty: 2878.183350
	Iteration 28Q: 3 clusters Score -835729.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -835735.375000 Penalty: 2878.183350
	Iteration 29Q: 3 clusters Score -835735.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -835736.062500 Penalty: 2878.183350
	Iteration 30Q: 3 clusters Score -835736.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -835736.937500 Penalty: 2878.183350
	Iteration 31Q: 3 clusters Score -835736.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -835736.750000 Penalty: 2878.183350
	Iteration 32Q: 3 clusters Score -835736.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -835736.750000 Penalty: 2878.183350
	Iteration 33F: 3 clusters Score -835736.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (122173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122173 members 
Entering Unmasked Estep 
Score: -15247233.000000 Penalty: 1903.393799
	Iteration 0F: 2 clusters Score -1.524723e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61124 members 
Mstep: Class 2 contains 61049 members 
Entering Unmasked Estep 
Score: -15172058.000000 Penalty: 3806.787598
	Iteration 0F: 3 clusters Score -1.517206e+07 nChanged 58957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60067 members 
Mstep: Class 2 contains 62106 members 
Entering Unmasked Estep 
Score: -15207084.000000 Penalty: 3806.787598
	Iteration 1F: 3 clusters Score -1.520708e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59598 members 
Mstep: Class 2 contains 62575 members 
Entering Unmasked Estep 
Score: -15208324.000000 Penalty: 3806.787598
	Iteration 2Q: 3 clusters Score -1.520832e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Mstep: Class 2 contains 63253 members 
Entering Unmasked Estep 
Score: -15209914.000000 Penalty: 3806.787598
	Iteration 3Q: 3 clusters Score -1.520991e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57945 members 
Mstep: Class 2 contains 64228 members 
Entering Unmasked Estep 
Score: -15212263.000000 Penalty: 3806.787598
	Iteration 4Q: 3 clusters Score -1.521226e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56634 members 
Mstep: Class 2 contains 65539 members 
Entering Unmasked Estep 
Score: -15215800.000000 Penalty: 3806.787598
	Iteration 5F: 3 clusters Score -1.52158e+07 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54913 members 
Mstep: Class 2 contains 67260 members 
Entering Unmasked Estep 
Score: -15220869.000000 Penalty: 3806.787598
	Iteration 6F: 3 clusters Score -1.522087e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53015 members 
Mstep: Class 2 contains 69158 members 
Entering Unmasked Estep 
Score: -15227502.000000 Penalty: 3806.787598
	Iteration 7F: 3 clusters Score -1.52275e+07 nChanged 8506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51497 members 
Mstep: Class 2 contains 70676 members 
Entering Unmasked Estep 
Score: -15233309.000000 Penalty: 3806.787598
	Iteration 8F: 3 clusters Score -1.523331e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50645 members 
Mstep: Class 2 contains 71528 members 
Entering Unmasked Estep 
Score: -15236698.000000 Penalty: 3806.787598
	Iteration 9F: 3 clusters Score -1.52367e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50294 members 
Mstep: Class 2 contains 71879 members 
Entering Unmasked Estep 
Score: -15237856.000000 Penalty: 3806.787598
	Iteration 10Q: 3 clusters Score -1.523786e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 72068 members 
Entering Unmasked Estep 
Score: -15238274.000000 Penalty: 3806.787598
	Iteration 11Q: 3 clusters Score -1.523827e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 72198 members 
Entering Unmasked Estep 
Score: -15238655.000000 Penalty: 3806.787598
	Iteration 12Q: 3 clusters Score -1.523866e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49854 members 
Mstep: Class 2 contains 72319 members 
Entering Unmasked Estep 
Score: -15238907.000000 Penalty: 3806.787598
	Iteration 13Q: 3 clusters Score -1.523891e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Mstep: Class 2 contains 72446 members 
Entering Unmasked Estep 
Score: -15239168.000000 Penalty: 3806.787598
	Iteration 14Q: 3 clusters Score -1.523917e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49646 members 
Mstep: Class 2 contains 72527 members 
Entering Unmasked Estep 
Score: -15239446.000000 Penalty: 3806.787598
	Iteration 15Q: 3 clusters Score -1.523945e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49527 members 
Mstep: Class 2 contains 72646 members 
Entering Unmasked Estep 
Score: -15239701.000000 Penalty: 3806.787598
	Iteration 16Q: 3 clusters Score -1.52397e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49448 members 
Mstep: Class 2 contains 72725 members 
Entering Unmasked Estep 
Score: -15239906.000000 Penalty: 3806.787598
	Iteration 17Q: 3 clusters Score -1.523991e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49384 members 
Mstep: Class 2 contains 72789 members 
Entering Unmasked Estep 
Score: -15240085.000000 Penalty: 3806.787598
	Iteration 18Q: 3 clusters Score -1.524008e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 72816 members 
Entering Unmasked Estep 
Score: -15240291.000000 Penalty: 3806.787598
	Iteration 19Q: 3 clusters Score -1.524029e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49347 members 
Mstep: Class 2 contains 72826 members 
Entering Unmasked Estep 
Score: -15240405.000000 Penalty: 3806.787598
	Iteration 20F: 3 clusters Score -1.52404e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 72816 members 
Entering Unmasked Estep 
Score: -15240488.000000 Penalty: 3806.787598
	Iteration 21Q: 3 clusters Score -1.524049e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49411 members 
Mstep: Class 2 contains 72762 members 
Entering Unmasked Estep 
Score: -15240601.000000 Penalty: 3806.787598
	Iteration 22Q: 3 clusters Score -1.52406e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49472 members 
Mstep: Class 2 contains 72701 members 
Entering Unmasked Estep 
Score: -15240631.000000 Penalty: 3806.787598
	Iteration 23Q: 3 clusters Score -1.524063e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49620 members 
Mstep: Class 2 contains 72553 members 
Entering Unmasked Estep 
Score: -15240667.000000 Penalty: 3806.787598
	Iteration 24Q: 3 clusters Score -1.524067e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 72434 members 
Entering Unmasked Estep 
Score: -15240731.000000 Penalty: 3806.787598
	Iteration 25Q: 3 clusters Score -1.524073e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49909 members 
Mstep: Class 2 contains 72264 members 
Entering Unmasked Estep 
Score: -15240819.000000 Penalty: 3806.787598
	Iteration 26Q: 3 clusters Score -1.524082e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 72119 members 
Entering Unmasked Estep 
Score: -15240893.000000 Penalty: 3806.787598
	Iteration 27Q: 3 clusters Score -1.524089e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50202 members 
Mstep: Class 2 contains 71971 members 
Entering Unmasked Estep 
Score: -15240936.000000 Penalty: 3806.787598
	Iteration 28Q: 3 clusters Score -1.524094e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50386 members 
Mstep: Class 2 contains 71787 members 
Entering Unmasked Estep 
Score: -15240961.000000 Penalty: 3806.787598
	Iteration 29Q: 3 clusters Score -1.524096e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 71612 members 
Entering Unmasked Estep 
Score: -15240981.000000 Penalty: 3806.787598
	Iteration 30Q: 3 clusters Score -1.524098e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 71419 members 
Entering Unmasked Estep 
Score: -15240954.000000 Penalty: 3806.787598
	Iteration 31Q: 3 clusters Score -1.524095e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50939 members 
Mstep: Class 2 contains 71234 members 
Entering Unmasked Estep 
Score: -15240995.000000 Penalty: 3806.787598
	Iteration 32Q: 3 clusters Score -1.5241e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51095 members 
Mstep: Class 2 contains 71078 members 
Entering Unmasked Estep 
Score: -15240975.000000 Penalty: 3806.787598
	Iteration 33Q: 3 clusters Score -1.524098e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51290 members 
Mstep: Class 2 contains 70883 members 
Entering Unmasked Estep 
Score: -15240980.000000 Penalty: 3806.787598
	Iteration 34Q: 3 clusters Score -1.524098e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51504 members 
Mstep: Class 2 contains 70669 members 
Entering Unmasked Estep 
Score: -15240971.000000 Penalty: 3806.787598
	Iteration 35Q: 3 clusters Score -1.524097e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51697 members 
Mstep: Class 2 contains 70476 members 
Entering Unmasked Estep 
Score: -15240976.000000 Penalty: 3806.787598
	Iteration 36Q: 3 clusters Score -1.524098e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51871 members 
Mstep: Class 2 contains 70302 members 
Entering Unmasked Estep 
Score: -15240953.000000 Penalty: 3806.787598
	Iteration 37Q: 3 clusters Score -1.524095e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52073 members 
Mstep: Class 2 contains 70100 members 
Entering Unmasked Estep 
Score: -15240956.000000 Penalty: 3806.787598
	Iteration 38Q: 3 clusters Score -1.524096e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52258 members 
Mstep: Class 2 contains 69915 members 
Entering Unmasked Estep 
Score: -15240923.000000 Penalty: 3806.787598
	Iteration 39Q: 3 clusters Score -1.524092e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52429 members 
Mstep: Class 2 contains 69744 members 
Entering Unmasked Estep 
Score: -15240889.000000 Penalty: 3806.787598
	Iteration 40F: 3 clusters Score -1.524089e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52634 members 
Mstep: Class 2 contains 69539 members 
Entering Unmasked Estep 
Score: -15240927.000000 Penalty: 3806.787598
	Iteration 41Q: 3 clusters Score -1.524093e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52870 members 
Mstep: Class 2 contains 69303 members 
Entering Unmasked Estep 
Score: -15240898.000000 Penalty: 3806.787598
	Iteration 42Q: 3 clusters Score -1.52409e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53115 members 
Mstep: Class 2 contains 69058 members 
Entering Unmasked Estep 
Score: -15240848.000000 Penalty: 3806.787598
	Iteration 43Q: 3 clusters Score -1.524085e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53347 members 
Mstep: Class 2 contains 68826 members 
Entering Unmasked Estep 
Score: -15240816.000000 Penalty: 3806.787598
	Iteration 44Q: 3 clusters Score -1.524082e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53554 members 
Mstep: Class 2 contains 68619 members 
Entering Unmasked Estep 
Score: -15240765.000000 Penalty: 3806.787598
	Iteration 45Q: 3 clusters Score -1.524076e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53771 members 
Mstep: Class 2 contains 68402 members 
Entering Unmasked Estep 
Score: -15240798.000000 Penalty: 3806.787598
	Iteration 46Q: 3 clusters Score -1.52408e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53976 members 
Mstep: Class 2 contains 68197 members 
Entering Unmasked Estep 
Score: -15240782.000000 Penalty: 3806.787598
	Iteration 47Q: 3 clusters Score -1.524078e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54174 members 
Mstep: Class 2 contains 67999 members 
Entering Unmasked Estep 
Score: -15240789.000000 Penalty: 3806.787598
	Iteration 48Q: 3 clusters Score -1.524079e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54354 members 
Mstep: Class 2 contains 67819 members 
Entering Unmasked Estep 
Score: -15240745.000000 Penalty: 3806.787598
	Iteration 49Q: 3 clusters Score -1.524074e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54523 members 
Mstep: Class 2 contains 67650 members 
Entering Unmasked Estep 
Score: -15240723.000000 Penalty: 3806.787598
	Iteration 50Q: 3 clusters Score -1.524072e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54704 members 
Mstep: Class 2 contains 67469 members 
Entering Unmasked Estep 
Score: -15240694.000000 Penalty: 3806.787598
	Iteration 51Q: 3 clusters Score -1.524069e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54872 members 
Mstep: Class 2 contains 67301 members 
Entering Unmasked Estep 
Score: -15240674.000000 Penalty: 3806.787598
	Iteration 52Q: 3 clusters Score -1.524067e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55046 members 
Mstep: Class 2 contains 67127 members 
Entering Unmasked Estep 
Score: -15240681.000000 Penalty: 3806.787598
	Iteration 53Q: 3 clusters Score -1.524068e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55253 members 
Mstep: Class 2 contains 66920 members 
Entering Unmasked Estep 
Score: -15240655.000000 Penalty: 3806.787598
	Iteration 54Q: 3 clusters Score -1.524066e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55446 members 
Mstep: Class 2 contains 66727 members 
Entering Unmasked Estep 
Score: -15240589.000000 Penalty: 3806.787598
	Iteration 55Q: 3 clusters Score -1.524059e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55646 members 
Mstep: Class 2 contains 66527 members 
Entering Unmasked Estep 
Score: -15240556.000000 Penalty: 3806.787598
	Iteration 56Q: 3 clusters Score -1.524056e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55835 members 
Mstep: Class 2 contains 66338 members 
Entering Unmasked Estep 
Score: -15240565.000000 Penalty: 3806.787598
	Iteration 57Q: 3 clusters Score -1.524056e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56036 members 
Mstep: Class 2 contains 66137 members 
Entering Unmasked Estep 
Score: -15240530.000000 Penalty: 3806.787598
	Iteration 58Q: 3 clusters Score -1.524053e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56290 members 
Mstep: Class 2 contains 65883 members 
Entering Unmasked Estep 
Score: -15240510.000000 Penalty: 3806.787598
	Iteration 59Q: 3 clusters Score -1.524051e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56534 members 
Mstep: Class 2 contains 65639 members 
Entering Unmasked Estep 
Score: -15240510.000000 Penalty: 3806.787598
	Iteration 60F: 3 clusters Score -1.524051e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56773 members 
Mstep: Class 2 contains 65400 members 
Entering Unmasked Estep 
Score: -15240491.000000 Penalty: 3806.787598
	Iteration 61Q: 3 clusters Score -1.524049e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57020 members 
Mstep: Class 2 contains 65153 members 
Entering Unmasked Estep 
Score: -15240429.000000 Penalty: 3806.787598
	Iteration 62Q: 3 clusters Score -1.524043e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57297 members 
Mstep: Class 2 contains 64876 members 
Entering Unmasked Estep 
Score: -15240397.000000 Penalty: 3806.787598
	Iteration 63Q: 3 clusters Score -1.52404e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57566 members 
Mstep: Class 2 contains 64607 members 
Entering Unmasked Estep 
Score: -15240387.000000 Penalty: 3806.787598
	Iteration 64Q: 3 clusters Score -1.524039e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57856 members 
Mstep: Class 2 contains 64317 members 
Entering Unmasked Estep 
Score: -15240362.000000 Penalty: 3806.787598
	Iteration 65Q: 3 clusters Score -1.524036e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58171 members 
Mstep: Class 2 contains 64002 members 
Entering Unmasked Estep 
Score: -15240334.000000 Penalty: 3806.787598
	Iteration 66Q: 3 clusters Score -1.524033e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58498 members 
Mstep: Class 2 contains 63675 members 
Entering Unmasked Estep 
Score: -15240321.000000 Penalty: 3806.787598
	Iteration 67Q: 3 clusters Score -1.524032e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58825 members 
Mstep: Class 2 contains 63348 members 
Entering Unmasked Estep 
Score: -15240285.000000 Penalty: 3806.787598
	Iteration 68Q: 3 clusters Score -1.524028e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59164 members 
Mstep: Class 2 contains 63009 members 
Entering Unmasked Estep 
Score: -15240284.000000 Penalty: 3806.787598
	Iteration 69Q: 3 clusters Score -1.524028e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59527 members 
Mstep: Class 2 contains 62646 members 
Entering Unmasked Estep 
Score: -15240252.000000 Penalty: 3806.787598
	Iteration 70Q: 3 clusters Score -1.524025e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59880 members 
Mstep: Class 2 contains 62293 members 
Entering Unmasked Estep 
Score: -15240198.000000 Penalty: 3806.787598
	Iteration 71Q: 3 clusters Score -1.52402e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60244 members 
Mstep: Class 2 contains 61929 members 
Entering Unmasked Estep 
Score: -15240167.000000 Penalty: 3806.787598
	Iteration 72Q: 3 clusters Score -1.524017e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60663 members 
Mstep: Class 2 contains 61510 members 
Entering Unmasked Estep 
Score: -15240163.000000 Penalty: 3806.787598
	Iteration 73Q: 3 clusters Score -1.524016e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61035 members 
Mstep: Class 2 contains 61138 members 
Entering Unmasked Estep 
Score: -15240160.000000 Penalty: 3806.787598
	Iteration 74Q: 3 clusters Score -1.524016e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61388 members 
Mstep: Class 2 contains 60785 members 
Entering Unmasked Estep 
Score: -15240120.000000 Penalty: 3806.787598
	Iteration 75Q: 3 clusters Score -1.524012e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61764 members 
Mstep: Class 2 contains 60409 members 
Entering Unmasked Estep 
Score: -15240080.000000 Penalty: 3806.787598
	Iteration 76Q: 3 clusters Score -1.524008e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62150 members 
Mstep: Class 2 contains 60023 members 
Entering Unmasked Estep 
Score: -15240048.000000 Penalty: 3806.787598
	Iteration 77Q: 3 clusters Score -1.524005e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62548 members 
Mstep: Class 2 contains 59625 members 
Entering Unmasked Estep 
Score: -15240006.000000 Penalty: 3806.787598
	Iteration 78Q: 3 clusters Score -1.524001e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62947 members 
Mstep: Class 2 contains 59226 members 
Entering Unmasked Estep 
Score: -15239967.000000 Penalty: 3806.787598
	Iteration 79Q: 3 clusters Score -1.523997e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63384 members 
Mstep: Class 2 contains 58789 members 
Entering Unmasked Estep 
Score: -15239916.000000 Penalty: 3806.787598
	Iteration 80F: 3 clusters Score -1.523992e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63889 members 
Mstep: Class 2 contains 58284 members 
Entering Unmasked Estep 
Score: -15239831.000000 Penalty: 3806.787598
	Iteration 81Q: 3 clusters Score -1.523983e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64447 members 
Mstep: Class 2 contains 57726 members 
Entering Unmasked Estep 
Score: -15239729.000000 Penalty: 3806.787598
	Iteration 82Q: 3 clusters Score -1.523973e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65089 members 
Mstep: Class 2 contains 57084 members 
Entering Unmasked Estep 
Score: -15239755.000000 Penalty: 3806.787598
	Iteration 83Q: 3 clusters Score -1.523976e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65790 members 
Mstep: Class 2 contains 56383 members 
Entering Unmasked Estep 
Score: -15239756.000000 Penalty: 3806.787598
	Iteration 84Q: 3 clusters Score -1.523976e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66528 members 
Mstep: Class 2 contains 55645 members 
Entering Unmasked Estep 
Score: -15239744.000000 Penalty: 3806.787598
	Iteration 85Q: 3 clusters Score -1.523974e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67293 members 
Mstep: Class 2 contains 54880 members 
Entering Unmasked Estep 
Score: -15239684.000000 Penalty: 3806.787598
	Iteration 86Q: 3 clusters Score -1.523968e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68140 members 
Mstep: Class 2 contains 54033 members 
Entering Unmasked Estep 
Score: -15239611.000000 Penalty: 3806.787598
	Iteration 87Q: 3 clusters Score -1.523961e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68948 members 
Mstep: Class 2 contains 53225 members 
Entering Unmasked Estep 
Score: -15239559.000000 Penalty: 3806.787598
	Iteration 88Q: 3 clusters Score -1.523956e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69827 members 
Mstep: Class 2 contains 52346 members 
Entering Unmasked Estep 
Score: -15239499.000000 Penalty: 3806.787598
	Iteration 89Q: 3 clusters Score -1.52395e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70725 members 
Mstep: Class 2 contains 51448 members 
Entering Unmasked Estep 
Score: -15239470.000000 Penalty: 3806.787598
	Iteration 90Q: 3 clusters Score -1.523947e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71554 members 
Mstep: Class 2 contains 50619 members 
Entering Unmasked Estep 
Score: -15239462.000000 Penalty: 3806.787598
	Iteration 91Q: 3 clusters Score -1.523946e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72387 members 
Mstep: Class 2 contains 49786 members 
Entering Unmasked Estep 
Score: -15239424.000000 Penalty: 3806.787598
	Iteration 92Q: 3 clusters Score -1.523942e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73257 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -15239404.000000 Penalty: 3806.787598
	Iteration 93Q: 3 clusters Score -1.52394e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74172 members 
Mstep: Class 2 contains 48001 members 
Entering Unmasked Estep 
Score: -15239410.000000 Penalty: 3806.787598
	Iteration 94Q: 3 clusters Score -1.523941e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75072 members 
Mstep: Class 2 contains 47101 members 
Entering Unmasked Estep 
Score: -15239363.000000 Penalty: 3806.787598
	Iteration 95Q: 3 clusters Score -1.523936e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75975 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -15239336.000000 Penalty: 3806.787598
	Iteration 96Q: 3 clusters Score -1.523934e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76844 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -15239316.000000 Penalty: 3806.787598
	Iteration 97Q: 3 clusters Score -1.523932e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77804 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -15239347.000000 Penalty: 3806.787598
	Iteration 98Q: 3 clusters Score -1.523935e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78746 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -15239337.000000 Penalty: 3806.787598
	Iteration 99Q: 3 clusters Score -1.523934e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79834 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -15239286.000000 Penalty: 3806.787598
	Iteration 100F: 3 clusters Score -1.523929e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80926 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -15239280.000000 Penalty: 3806.787598
	Iteration 101Q: 3 clusters Score -1.523928e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82014 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -15239375.000000 Penalty: 3806.787598
	Iteration 102Q: 3 clusters Score -1.523938e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83132 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -15239445.000000 Penalty: 3806.787598
	Iteration 103Q: 3 clusters Score -1.523944e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84342 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -15239412.000000 Penalty: 3806.787598
	Iteration 104Q: 3 clusters Score -1.523941e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85638 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -15239493.000000 Penalty: 3806.787598
	Iteration 105Q: 3 clusters Score -1.523949e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87002 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -15239550.000000 Penalty: 3806.787598
	Iteration 106Q: 3 clusters Score -1.523955e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88415 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -15239705.000000 Penalty: 3806.787598
	Iteration 107Q: 3 clusters Score -1.52397e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89943 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -15239883.000000 Penalty: 3806.787598
	Iteration 108Q: 3 clusters Score -1.523988e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91495 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -15240198.000000 Penalty: 3806.787598
	Iteration 109Q: 3 clusters Score -1.52402e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92872 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -15240485.000000 Penalty: 3806.787598
	Iteration 110Q: 3 clusters Score -1.524048e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94098 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -15240807.000000 Penalty: 3806.787598
	Iteration 111Q: 3 clusters Score -1.524081e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95256 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -15240994.000000 Penalty: 3806.787598
	Iteration 112Q: 3 clusters Score -1.524099e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96389 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -15241223.000000 Penalty: 3806.787598
	Iteration 113Q: 3 clusters Score -1.524122e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97603 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -15241442.000000 Penalty: 3806.787598
	Iteration 114Q: 3 clusters Score -1.524144e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98798 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -15241711.000000 Penalty: 3806.787598
	Iteration 115Q: 3 clusters Score -1.524171e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99971 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -15241894.000000 Penalty: 3806.787598
	Iteration 116Q: 3 clusters Score -1.524189e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101186 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -15241988.000000 Penalty: 3806.787598
	Iteration 117Q: 3 clusters Score -1.524199e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102381 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -15242173.000000 Penalty: 3806.787598
	Iteration 118Q: 3 clusters Score -1.524217e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103634 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -15242424.000000 Penalty: 3806.787598
	Iteration 119Q: 3 clusters Score -1.524242e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104901 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -15242559.000000 Penalty: 3806.787598
	Iteration 120F: 3 clusters Score -1.524256e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106189 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -15242757.000000 Penalty: 3806.787598
	Iteration 121Q: 3 clusters Score -1.524276e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107507 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -15243030.000000 Penalty: 3806.787598
	Iteration 122Q: 3 clusters Score -1.524303e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108793 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -15243333.000000 Penalty: 3806.787598
	Iteration 123Q: 3 clusters Score -1.524333e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110085 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -15243579.000000 Penalty: 3806.787598
	Iteration 124Q: 3 clusters Score -1.524358e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111299 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -15243770.000000 Penalty: 3806.787598
	Iteration 125Q: 3 clusters Score -1.524377e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112417 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -15243972.000000 Penalty: 3806.787598
	Iteration 126Q: 3 clusters Score -1.524397e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113440 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -15244273.000000 Penalty: 3806.787598
	Iteration 127Q: 3 clusters Score -1.524427e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114367 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -15244495.000000 Penalty: 3806.787598
	Iteration 128Q: 3 clusters Score -1.52445e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115181 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -15244696.000000 Penalty: 3806.787598
	Iteration 129Q: 3 clusters Score -1.52447e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115871 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -15244795.000000 Penalty: 3806.787598
	Iteration 130Q: 3 clusters Score -1.52448e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116425 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -15244840.000000 Penalty: 3806.787598
	Iteration 131Q: 3 clusters Score -1.524484e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116882 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -15244931.000000 Penalty: 3806.787598
	Iteration 132Q: 3 clusters Score -1.524493e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117289 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -15245040.000000 Penalty: 3806.787598
	Iteration 133Q: 3 clusters Score -1.524504e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117643 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -15245185.000000 Penalty: 3806.787598
	Iteration 134Q: 3 clusters Score -1.524518e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117950 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -15245315.000000 Penalty: 3806.787598
	Iteration 135Q: 3 clusters Score -1.524532e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118210 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -15245390.000000 Penalty: 3806.787598
	Iteration 136Q: 3 clusters Score -1.524539e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118426 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -15245356.000000 Penalty: 3806.787598
	Iteration 137Q: 3 clusters Score -1.524536e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118598 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -15245433.000000 Penalty: 3806.787598
	Iteration 138Q: 3 clusters Score -1.524543e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118762 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -15245485.000000 Penalty: 3806.787598
	Iteration 139Q: 3 clusters Score -1.524548e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118904 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -15245491.000000 Penalty: 3806.787598
	Iteration 140F: 3 clusters Score -1.524549e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119030 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -15245548.000000 Penalty: 3806.787598
	Iteration 141Q: 3 clusters Score -1.524555e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119131 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -15245566.000000 Penalty: 3806.787598
	Iteration 142Q: 3 clusters Score -1.524557e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119218 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -15245595.000000 Penalty: 3806.787598
	Iteration 143Q: 3 clusters Score -1.52456e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119285 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -15245593.000000 Penalty: 3806.787598
	Iteration 144Q: 3 clusters Score -1.524559e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119350 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -15245609.000000 Penalty: 3806.787598
	Iteration 145Q: 3 clusters Score -1.524561e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119407 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -15245647.000000 Penalty: 3806.787598
	Iteration 146Q: 3 clusters Score -1.524565e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119464 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -15245682.000000 Penalty: 3806.787598
	Iteration 147Q: 3 clusters Score -1.524568e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119518 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -15245675.000000 Penalty: 3806.787598
	Iteration 148Q: 3 clusters Score -1.524568e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119572 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -15245674.000000 Penalty: 3806.787598
	Iteration 149Q: 3 clusters Score -1.524567e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119610 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -15245678.000000 Penalty: 3806.787598
	Iteration 150Q: 3 clusters Score -1.524568e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119635 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -15245705.000000 Penalty: 3806.787598
	Iteration 151Q: 3 clusters Score -1.52457e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119667 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -15245685.000000 Penalty: 3806.787598
	Iteration 152Q: 3 clusters Score -1.524568e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119681 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -15245694.000000 Penalty: 3806.787598
	Iteration 153Q: 3 clusters Score -1.524569e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119694 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -15245715.000000 Penalty: 3806.787598
	Iteration 154Q: 3 clusters Score -1.524572e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119712 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -15245708.000000 Penalty: 3806.787598
	Iteration 155Q: 3 clusters Score -1.524571e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119721 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -15245725.000000 Penalty: 3806.787598
	Iteration 156Q: 3 clusters Score -1.524572e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119734 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -15245728.000000 Penalty: 3806.787598
	Iteration 157Q: 3 clusters Score -1.524573e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119753 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -15245742.000000 Penalty: 3806.787598
	Iteration 158Q: 3 clusters Score -1.524574e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119765 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -15245738.000000 Penalty: 3806.787598
	Iteration 159Q: 3 clusters Score -1.524574e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119777 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -15245750.000000 Penalty: 3806.787598
	Iteration 160F: 3 clusters Score -1.524575e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119794 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -15245765.000000 Penalty: 3806.787598
	Iteration 161Q: 3 clusters Score -1.524576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119800 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -15245774.000000 Penalty: 3806.787598
	Iteration 162Q: 3 clusters Score -1.524577e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119808 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -15245752.000000 Penalty: 3806.787598
	Iteration 163Q: 3 clusters Score -1.524575e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119819 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -15245739.000000 Penalty: 3806.787598
	Iteration 164Q: 3 clusters Score -1.524574e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119834 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -15245741.000000 Penalty: 3806.787598
	Iteration 165Q: 3 clusters Score -1.524574e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119850 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -15245758.000000 Penalty: 3806.787598
	Iteration 166Q: 3 clusters Score -1.524576e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119868 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -15245742.000000 Penalty: 3806.787598
	Iteration 167Q: 3 clusters Score -1.524574e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119871 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -15245766.000000 Penalty: 3806.787598
	Iteration 168Q: 3 clusters Score -1.524577e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119878 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -15245775.000000 Penalty: 3806.787598
	Iteration 169Q: 3 clusters Score -1.524578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119884 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -15245775.000000 Penalty: 3806.787598
	Iteration 170Q: 3 clusters Score -1.524578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119891 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -15245774.000000 Penalty: 3806.787598
	Iteration 171Q: 3 clusters Score -1.524577e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119899 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -15245791.000000 Penalty: 3806.787598
	Iteration 172Q: 3 clusters Score -1.524579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119907 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -15245790.000000 Penalty: 3806.787598
	Iteration 173Q: 3 clusters Score -1.524579e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119918 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -15245782.000000 Penalty: 3806.787598
	Iteration 174Q: 3 clusters Score -1.524578e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119928 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -15245777.000000 Penalty: 3806.787598
	Iteration 175Q: 3 clusters Score -1.524578e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119933 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -15245774.000000 Penalty: 3806.787598
	Iteration 176Q: 3 clusters Score -1.524577e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119945 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -15245792.000000 Penalty: 3806.787598
	Iteration 177Q: 3 clusters Score -1.524579e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119954 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -15245800.000000 Penalty: 3806.787598
	Iteration 178Q: 3 clusters Score -1.52458e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119965 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -15245795.000000 Penalty: 3806.787598
	Iteration 179Q: 3 clusters Score -1.52458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119968 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -15245794.000000 Penalty: 3806.787598
	Iteration 180F: 3 clusters Score -1.524579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119975 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -15245792.000000 Penalty: 3806.787598
	Iteration 181Q: 3 clusters Score -1.524579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119979 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -15245793.000000 Penalty: 3806.787598
	Iteration 182Q: 3 clusters Score -1.524579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119985 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -15245779.000000 Penalty: 3806.787598
	Iteration 183Q: 3 clusters Score -1.524578e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119997 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -15245775.000000 Penalty: 3806.787598
	Iteration 184Q: 3 clusters Score -1.524578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120005 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -15245799.000000 Penalty: 3806.787598
	Iteration 185Q: 3 clusters Score -1.52458e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120010 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -15245795.000000 Penalty: 3806.787598
	Iteration 186Q: 3 clusters Score -1.52458e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120020 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -15245790.000000 Penalty: 3806.787598
	Iteration 187Q: 3 clusters Score -1.524579e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120030 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -15245796.000000 Penalty: 3806.787598
	Iteration 188Q: 3 clusters Score -1.52458e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120042 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -15245799.000000 Penalty: 3806.787598
	Iteration 189Q: 3 clusters Score -1.52458e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120054 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -15245801.000000 Penalty: 3806.787598
	Iteration 190Q: 3 clusters Score -1.52458e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120065 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -15245794.000000 Penalty: 3806.787598
	Iteration 191Q: 3 clusters Score -1.524579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120067 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -15245792.000000 Penalty: 3806.787598
	Iteration 192Q: 3 clusters Score -1.524579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120068 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -15245791.000000 Penalty: 3806.787598
	Iteration 193Q: 3 clusters Score -1.524579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120071 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -15245788.000000 Penalty: 3806.787598
	Iteration 194Q: 3 clusters Score -1.524579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120075 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -15245787.000000 Penalty: 3806.787598
	Iteration 195Q: 3 clusters Score -1.524579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120080 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -15245779.000000 Penalty: 3806.787598
	Iteration 196Q: 3 clusters Score -1.524578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120083 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -15245770.000000 Penalty: 3806.787598
	Iteration 197Q: 3 clusters Score -1.524577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120087 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -15245781.000000 Penalty: 3806.787598
	Iteration 198Q: 3 clusters Score -1.524578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120088 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -15245773.000000 Penalty: 3806.787598
	Iteration 199Q: 3 clusters Score -1.524577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120088 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -15245773.000000 Penalty: 3806.787598
	Iteration 200F: 3 clusters Score -1.524577e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Entering Unmasked Estep 
Score: -118456.929688 Penalty: 1139.907349
	Iteration 0F: 2 clusters Score -118456.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -117000.882812 Penalty: 2279.814697
	Iteration 0F: 3 clusters Score -117000.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -117534.882812 Penalty: 2279.814697
	Iteration 1F: 3 clusters Score -117534.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -117818.757812 Penalty: 2279.814697
	Iteration 2F: 3 clusters Score -117818.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -117985.000000 Penalty: 2279.814697
	Iteration 3F: 3 clusters Score -117985 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -118066.273438 Penalty: 2279.814697
	Iteration 4F: 3 clusters Score -118066.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -118105.554688 Penalty: 2279.814697
	Iteration 5Q: 3 clusters Score -118105.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -118122.523438 Penalty: 2279.814697
	Iteration 6Q: 3 clusters Score -118122.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -118134.250000 Penalty: 2279.814697
	Iteration 7Q: 3 clusters Score -118134.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -118140.968750 Penalty: 2279.814697
	Iteration 8Q: 3 clusters Score -118141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -118146.382812 Penalty: 2279.814697
	Iteration 9Q: 3 clusters Score -118146.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -118148.296875 Penalty: 2279.814697
	Iteration 10Q: 3 clusters Score -118148.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -118151.007812 Penalty: 2279.814697
	Iteration 11Q: 3 clusters Score -118151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -118153.671875 Penalty: 2279.814697
	Iteration 12Q: 3 clusters Score -118153.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -118154.109375 Penalty: 2279.814697
	Iteration 13Q: 3 clusters Score -118154.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -118154.109375 Penalty: 2279.814697
	Iteration 14F: 3 clusters Score -118154.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Entering Unmasked Estep 
Score: -167774.437500 Penalty: 1189.478027
	Iteration 0F: 2 clusters Score -167774.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -166011.328125 Penalty: 2378.956055
	Iteration 0F: 3 clusters Score -166011.3 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -166416.609375 Penalty: 2378.956055
	Iteration 1F: 3 clusters Score -166416.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -166612.546875 Penalty: 2378.956055
	Iteration 2F: 3 clusters Score -166612.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -166775.281250 Penalty: 2378.956055
	Iteration 3F: 3 clusters Score -166775.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -166903.328125 Penalty: 2378.956055
	Iteration 4F: 3 clusters Score -166903.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -166988.109375 Penalty: 2378.956055
	Iteration 5Q: 3 clusters Score -166988.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -167086.343750 Penalty: 2378.956055
	Iteration 6Q: 3 clusters Score -167086.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -167183.031250 Penalty: 2378.956055
	Iteration 7Q: 3 clusters Score -167183 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -167286.734375 Penalty: 2378.956055
	Iteration 8Q: 3 clusters Score -167286.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -167369.390625 Penalty: 2378.956055
	Iteration 9Q: 3 clusters Score -167369.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -167439.125000 Penalty: 2378.956055
	Iteration 10Q: 3 clusters Score -167439.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -167488.296875 Penalty: 2378.956055
	Iteration 11Q: 3 clusters Score -167488.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -167527.765625 Penalty: 2378.956055
	Iteration 12Q: 3 clusters Score -167527.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -167567.968750 Penalty: 2378.956055
	Iteration 13Q: 3 clusters Score -167568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -167593.953125 Penalty: 2378.956055
	Iteration 14Q: 3 clusters Score -167594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -167601.328125 Penalty: 2378.956055
	Iteration 15Q: 3 clusters Score -167601.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -167602.296875 Penalty: 2378.956055
	Iteration 16Q: 3 clusters Score -167602.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -167603.046875 Penalty: 2378.956055
	Iteration 17Q: 3 clusters Score -167603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -167604.609375 Penalty: 2378.956055
	Iteration 18Q: 3 clusters Score -167604.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -167605.828125 Penalty: 2378.956055
	Iteration 19Q: 3 clusters Score -167605.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -167605.828125 Penalty: 2378.956055
	Iteration 20F: 3 clusters Score -167605.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Entering Unmasked Estep 
Score: -665668.750000 Penalty: 1400.973145
	Iteration 0F: 2 clusters Score -665668.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -661383.687500 Penalty: 2801.946289
	Iteration 0F: 3 clusters Score -661383.7 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -662724.750000 Penalty: 2801.946289
	Iteration 1F: 3 clusters Score -662724.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -662906.937500 Penalty: 2801.946289
	Iteration 2F: 3 clusters Score -662906.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -663008.875000 Penalty: 2801.946289
	Iteration 3Q: 3 clusters Score -663008.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -663087.750000 Penalty: 2801.946289
	Iteration 4Q: 3 clusters Score -663087.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -663166.187500 Penalty: 2801.946289
	Iteration 5Q: 3 clusters Score -663166.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -663229.375000 Penalty: 2801.946289
	Iteration 6Q: 3 clusters Score -663229.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -663283.375000 Penalty: 2801.946289
	Iteration 7Q: 3 clusters Score -663283.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -663342.375000 Penalty: 2801.946289
	Iteration 8Q: 3 clusters Score -663342.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -663397.937500 Penalty: 2801.946289
	Iteration 9Q: 3 clusters Score -663397.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -663461.687500 Penalty: 2801.946289
	Iteration 10Q: 3 clusters Score -663461.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -663542.312500 Penalty: 2801.946289
	Iteration 11Q: 3 clusters Score -663542.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -663633.312500 Penalty: 2801.946289
	Iteration 12Q: 3 clusters Score -663633.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -663726.937500 Penalty: 2801.946289
	Iteration 13Q: 3 clusters Score -663726.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -663831.875000 Penalty: 2801.946289
	Iteration 14Q: 3 clusters Score -663831.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -663939.187500 Penalty: 2801.946289
	Iteration 15Q: 3 clusters Score -663939.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -664046.625000 Penalty: 2801.946289
	Iteration 16Q: 3 clusters Score -664046.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -664157.375000 Penalty: 2801.946289
	Iteration 17Q: 3 clusters Score -664157.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -664293.312500 Penalty: 2801.946289
	Iteration 18Q: 3 clusters Score -664293.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -664442.125000 Penalty: 2801.946289
	Iteration 19Q: 3 clusters Score -664442.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -664609.312500 Penalty: 2801.946289
	Iteration 20F: 3 clusters Score -664609.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -664757.875000 Penalty: 2801.946289
	Iteration 21Q: 3 clusters Score -664757.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -664847.437500 Penalty: 2801.946289
	Iteration 22Q: 3 clusters Score -664847.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -664909.687500 Penalty: 2801.946289
	Iteration 23Q: 3 clusters Score -664909.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -664949.125000 Penalty: 2801.946289
	Iteration 24Q: 3 clusters Score -664949.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -664983.187500 Penalty: 2801.946289
	Iteration 25Q: 3 clusters Score -664983.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -665010.375000 Penalty: 2801.946289
	Iteration 26Q: 3 clusters Score -665010.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -665033.500000 Penalty: 2801.946289
	Iteration 27Q: 3 clusters Score -665033.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -665043.000000 Penalty: 2801.946289
	Iteration 28Q: 3 clusters Score -665043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -665049.187500 Penalty: 2801.946289
	Iteration 29Q: 3 clusters Score -665049.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -665050.937500 Penalty: 2801.946289
	Iteration 30Q: 3 clusters Score -665050.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -665056.125000 Penalty: 2801.946289
	Iteration 31Q: 3 clusters Score -665056.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -665061.312500 Penalty: 2801.946289
	Iteration 32Q: 3 clusters Score -665061.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -665070.562500 Penalty: 2801.946289
	Iteration 33Q: 3 clusters Score -665070.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -665082.625000 Penalty: 2801.946289
	Iteration 34Q: 3 clusters Score -665082.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -665090.500000 Penalty: 2801.946289
	Iteration 35Q: 3 clusters Score -665090.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -665095.812500 Penalty: 2801.946289
	Iteration 36Q: 3 clusters Score -665095.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -665098.750000 Penalty: 2801.946289
	Iteration 37Q: 3 clusters Score -665098.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -665098.750000 Penalty: 2801.946289
	Iteration 38F: 3 clusters Score -665098.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Entering Unmasked Estep 
Score: -1199741.750000 Penalty: 1491.378418
	Iteration 0F: 2 clusters Score -1199742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1192871.750000 Penalty: 2982.756836
	Iteration 0F: 3 clusters Score -1192872 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1195171.125000 Penalty: 2982.756836
	Iteration 1F: 3 clusters Score -1195171 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1195460.250000 Penalty: 2982.756836
	Iteration 2F: 3 clusters Score -1195460 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1195668.250000 Penalty: 2982.756836
	Iteration 3F: 3 clusters Score -1195668 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1195843.375000 Penalty: 2982.756836
	Iteration 4Q: 3 clusters Score -1195843 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1196048.000000 Penalty: 2982.756836
	Iteration 5Q: 3 clusters Score -1196048 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1196302.000000 Penalty: 2982.756836
	Iteration 6Q: 3 clusters Score -1196302 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1196633.375000 Penalty: 2982.756836
	Iteration 7F: 3 clusters Score -1196633 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1196983.500000 Penalty: 2982.756836
	Iteration 8F: 3 clusters Score -1196984 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1197288.875000 Penalty: 2982.756836
	Iteration 9Q: 3 clusters Score -1197289 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1197560.500000 Penalty: 2982.756836
	Iteration 10Q: 3 clusters Score -1197560 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1197808.750000 Penalty: 2982.756836
	Iteration 11Q: 3 clusters Score -1197809 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1198012.500000 Penalty: 2982.756836
	Iteration 12Q: 3 clusters Score -1198012 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1198164.750000 Penalty: 2982.756836
	Iteration 13Q: 3 clusters Score -1198165 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1198281.875000 Penalty: 2982.756836
	Iteration 14Q: 3 clusters Score -1198282 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1198356.000000 Penalty: 2982.756836
	Iteration 15Q: 3 clusters Score -1198356 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1198411.000000 Penalty: 2982.756836
	Iteration 16Q: 3 clusters Score -1198411 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1198447.625000 Penalty: 2982.756836
	Iteration 17Q: 3 clusters Score -1198448 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1198477.250000 Penalty: 2982.756836
	Iteration 18Q: 3 clusters Score -1198477 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1198494.125000 Penalty: 2982.756836
	Iteration 19Q: 3 clusters Score -1198494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1198506.375000 Penalty: 2982.756836
	Iteration 20F: 3 clusters Score -1198506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1198515.125000 Penalty: 2982.756836
	Iteration 21Q: 3 clusters Score -1198515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1198520.875000 Penalty: 2982.756836
	Iteration 22Q: 3 clusters Score -1198521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1198524.750000 Penalty: 2982.756836
	Iteration 23Q: 3 clusters Score -1198525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1198529.750000 Penalty: 2982.756836
	Iteration 24Q: 3 clusters Score -1198530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1198535.500000 Penalty: 2982.756836
	Iteration 25Q: 3 clusters Score -1198536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1198539.875000 Penalty: 2982.756836
	Iteration 26Q: 3 clusters Score -1198540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1198540.250000 Penalty: 2982.756836
	Iteration 27Q: 3 clusters Score -1198540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1198542.250000 Penalty: 2982.756836
	Iteration 28Q: 3 clusters Score -1198542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1198542.750000 Penalty: 2982.756836
	Iteration 29Q: 3 clusters Score -1198543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1198543.000000 Penalty: 2982.756836
	Iteration 30Q: 3 clusters Score -1198543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1198544.750000 Penalty: 2982.756836
	Iteration 31Q: 3 clusters Score -1198545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1198544.750000 Penalty: 2982.756836
	Iteration 32F: 3 clusters Score -1198545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (76350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76350 members 
Entering Unmasked Estep 
Score: -9596608.000000 Penalty: 1827.000977
	Iteration 0F: 2 clusters Score -9596608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -9545892.000000 Penalty: 3654.001953
	Iteration 0F: 3 clusters Score -9545892 nChanged 36306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 39122 members 
Entering Unmasked Estep 
Score: -9566799.000000 Penalty: 3654.001953
	Iteration 1F: 3 clusters Score -9566799 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -9567765.000000 Penalty: 3654.001953
	Iteration 2Q: 3 clusters Score -9567765 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -9568956.000000 Penalty: 3654.001953
	Iteration 3Q: 3 clusters Score -9568956 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -9571069.000000 Penalty: 3654.001953
	Iteration 4F: 3 clusters Score -9571069 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -9574309.000000 Penalty: 3654.001953
	Iteration 5F: 3 clusters Score -9574309 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 47558 members 
Entering Unmasked Estep 
Score: -9578420.000000 Penalty: 3654.001953
	Iteration 6F: 3 clusters Score -9578420 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -9582672.000000 Penalty: 3654.001953
	Iteration 7F: 3 clusters Score -9582672 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 53460 members 
Entering Unmasked Estep 
Score: -9586760.000000 Penalty: 3654.001953
	Iteration 8F: 3 clusters Score -9586760 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 55577 members 
Entering Unmasked Estep 
Score: -9589568.000000 Penalty: 3654.001953
	Iteration 9Q: 3 clusters Score -9589568 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 57193 members 
Entering Unmasked Estep 
Score: -9591021.000000 Penalty: 3654.001953
	Iteration 10Q: 3 clusters Score -9591021 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 58574 members 
Entering Unmasked Estep 
Score: -9591906.000000 Penalty: 3654.001953
	Iteration 11Q: 3 clusters Score -9591906 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 59887 members 
Entering Unmasked Estep 
Score: -9592484.000000 Penalty: 3654.001953
	Iteration 12Q: 3 clusters Score -9592484 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 61098 members 
Entering Unmasked Estep 
Score: -9593046.000000 Penalty: 3654.001953
	Iteration 13Q: 3 clusters Score -9593046 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 62239 members 
Entering Unmasked Estep 
Score: -9593434.000000 Penalty: 3654.001953
	Iteration 14Q: 3 clusters Score -9593434 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 63345 members 
Entering Unmasked Estep 
Score: -9593707.000000 Penalty: 3654.001953
	Iteration 15Q: 3 clusters Score -9593707 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 64334 members 
Entering Unmasked Estep 
Score: -9593956.000000 Penalty: 3654.001953
	Iteration 16Q: 3 clusters Score -9593956 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 65261 members 
Entering Unmasked Estep 
Score: -9594186.000000 Penalty: 3654.001953
	Iteration 17Q: 3 clusters Score -9594186 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 66118 members 
Entering Unmasked Estep 
Score: -9594427.000000 Penalty: 3654.001953
	Iteration 18Q: 3 clusters Score -9594427 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 66951 members 
Entering Unmasked Estep 
Score: -9594669.000000 Penalty: 3654.001953
	Iteration 19Q: 3 clusters Score -9594669 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 67675 members 
Entering Unmasked Estep 
Score: -9594801.000000 Penalty: 3654.001953
	Iteration 20F: 3 clusters Score -9594801 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 68331 members 
Entering Unmasked Estep 
Score: -9594922.000000 Penalty: 3654.001953
	Iteration 21Q: 3 clusters Score -9594922 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 68945 members 
Entering Unmasked Estep 
Score: -9595023.000000 Penalty: 3654.001953
	Iteration 22Q: 3 clusters Score -9595023 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 69508 members 
Entering Unmasked Estep 
Score: -9595169.000000 Penalty: 3654.001953
	Iteration 23Q: 3 clusters Score -9595169 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 70009 members 
Entering Unmasked Estep 
Score: -9595261.000000 Penalty: 3654.001953
	Iteration 24Q: 3 clusters Score -9595261 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 70477 members 
Entering Unmasked Estep 
Score: -9595393.000000 Penalty: 3654.001953
	Iteration 25Q: 3 clusters Score -9595393 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 70881 members 
Entering Unmasked Estep 
Score: -9595455.000000 Penalty: 3654.001953
	Iteration 26Q: 3 clusters Score -9595455 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 71228 members 
Entering Unmasked Estep 
Score: -9595536.000000 Penalty: 3654.001953
	Iteration 27Q: 3 clusters Score -9595536 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 71504 members 
Entering Unmasked Estep 
Score: -9595628.000000 Penalty: 3654.001953
	Iteration 28Q: 3 clusters Score -9595628 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 71741 members 
Entering Unmasked Estep 
Score: -9595625.000000 Penalty: 3654.001953
	Iteration 29Q: 3 clusters Score -9595625 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 71965 members 
Entering Unmasked Estep 
Score: -9595657.000000 Penalty: 3654.001953
	Iteration 30Q: 3 clusters Score -9595657 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 72187 members 
Entering Unmasked Estep 
Score: -9595676.000000 Penalty: 3654.001953
	Iteration 31Q: 3 clusters Score -9595676 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 72381 members 
Entering Unmasked Estep 
Score: -9595702.000000 Penalty: 3654.001953
	Iteration 32Q: 3 clusters Score -9595702 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 72569 members 
Entering Unmasked Estep 
Score: -9595724.000000 Penalty: 3654.001953
	Iteration 33Q: 3 clusters Score -9595724 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 72734 members 
Entering Unmasked Estep 
Score: -9595733.000000 Penalty: 3654.001953
	Iteration 34Q: 3 clusters Score -9595733 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 72858 members 
Entering Unmasked Estep 
Score: -9595749.000000 Penalty: 3654.001953
	Iteration 35Q: 3 clusters Score -9595749 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 72971 members 
Entering Unmasked Estep 
Score: -9595758.000000 Penalty: 3654.001953
	Iteration 36Q: 3 clusters Score -9595758 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 73071 members 
Entering Unmasked Estep 
Score: -9595754.000000 Penalty: 3654.001953
	Iteration 37Q: 3 clusters Score -9595754 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 73166 members 
Entering Unmasked Estep 
Score: -9595737.000000 Penalty: 3654.001953
	Iteration 38Q: 3 clusters Score -9595737 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 73246 members 
Entering Unmasked Estep 
Score: -9595730.000000 Penalty: 3654.001953
	Iteration 39Q: 3 clusters Score -9595730 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 73326 members 
Entering Unmasked Estep 
Score: -9595749.000000 Penalty: 3654.001953
	Iteration 40F: 3 clusters Score -9595749 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 73400 members 
Entering Unmasked Estep 
Score: -9595753.000000 Penalty: 3654.001953
	Iteration 41Q: 3 clusters Score -9595753 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 73461 members 
Entering Unmasked Estep 
Score: -9595747.000000 Penalty: 3654.001953
	Iteration 42Q: 3 clusters Score -9595747 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 73511 members 
Entering Unmasked Estep 
Score: -9595754.000000 Penalty: 3654.001953
	Iteration 43Q: 3 clusters Score -9595754 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 73578 members 
Entering Unmasked Estep 
Score: -9595762.000000 Penalty: 3654.001953
	Iteration 44Q: 3 clusters Score -9595762 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 73645 members 
Entering Unmasked Estep 
Score: -9595765.000000 Penalty: 3654.001953
	Iteration 45Q: 3 clusters Score -9595765 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 73710 members 
Entering Unmasked Estep 
Score: -9595761.000000 Penalty: 3654.001953
	Iteration 46Q: 3 clusters Score -9595761 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 73766 members 
Entering Unmasked Estep 
Score: -9595750.000000 Penalty: 3654.001953
	Iteration 47Q: 3 clusters Score -9595750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 73809 members 
Entering Unmasked Estep 
Score: -9595759.000000 Penalty: 3654.001953
	Iteration 48Q: 3 clusters Score -9595759 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 73858 members 
Entering Unmasked Estep 
Score: -9595767.000000 Penalty: 3654.001953
	Iteration 49Q: 3 clusters Score -9595767 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 73898 members 
Entering Unmasked Estep 
Score: -9595753.000000 Penalty: 3654.001953
	Iteration 50Q: 3 clusters Score -9595753 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 73935 members 
Entering Unmasked Estep 
Score: -9595766.000000 Penalty: 3654.001953
	Iteration 51Q: 3 clusters Score -9595766 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 73967 members 
Entering Unmasked Estep 
Score: -9595766.000000 Penalty: 3654.001953
	Iteration 52Q: 3 clusters Score -9595766 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 73998 members 
Entering Unmasked Estep 
Score: -9595755.000000 Penalty: 3654.001953
	Iteration 53Q: 3 clusters Score -9595755 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 74030 members 
Entering Unmasked Estep 
Score: -9595762.000000 Penalty: 3654.001953
	Iteration 54Q: 3 clusters Score -9595762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 74056 members 
Entering Unmasked Estep 
Score: -9595753.000000 Penalty: 3654.001953
	Iteration 55Q: 3 clusters Score -9595753 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 74079 members 
Entering Unmasked Estep 
Score: -9595741.000000 Penalty: 3654.001953
	Iteration 56Q: 3 clusters Score -9595741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 74098 members 
Entering Unmasked Estep 
Score: -9595762.000000 Penalty: 3654.001953
	Iteration 57Q: 3 clusters Score -9595762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 74108 members 
Entering Unmasked Estep 
Score: -9595756.000000 Penalty: 3654.001953
	Iteration 58Q: 3 clusters Score -9595756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 74122 members 
Entering Unmasked Estep 
Score: -9595754.000000 Penalty: 3654.001953
	Iteration 59Q: 3 clusters Score -9595754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 74138 members 
Entering Unmasked Estep 
Score: -9595758.000000 Penalty: 3654.001953
	Iteration 60F: 3 clusters Score -9595758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 74152 members 
Entering Unmasked Estep 
Score: -9595762.000000 Penalty: 3654.001953
	Iteration 61Q: 3 clusters Score -9595762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 74172 members 
Entering Unmasked Estep 
Score: -9595748.000000 Penalty: 3654.001953
	Iteration 62Q: 3 clusters Score -9595748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 74193 members 
Entering Unmasked Estep 
Score: -9595762.000000 Penalty: 3654.001953
	Iteration 63Q: 3 clusters Score -9595762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 74209 members 
Entering Unmasked Estep 
Score: -9595750.000000 Penalty: 3654.001953
	Iteration 64Q: 3 clusters Score -9595750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 74225 members 
Entering Unmasked Estep 
Score: -9595756.000000 Penalty: 3654.001953
	Iteration 65Q: 3 clusters Score -9595756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 74233 members 
Entering Unmasked Estep 
Score: -9595753.000000 Penalty: 3654.001953
	Iteration 66Q: 3 clusters Score -9595753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 74241 members 
Entering Unmasked Estep 
Score: -9595746.000000 Penalty: 3654.001953
	Iteration 67Q: 3 clusters Score -9595746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 74248 members 
Entering Unmasked Estep 
Score: -9595751.000000 Penalty: 3654.001953
	Iteration 68Q: 3 clusters Score -9595751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 74258 members 
Entering Unmasked Estep 
Score: -9595758.000000 Penalty: 3654.001953
	Iteration 69Q: 3 clusters Score -9595758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 74268 members 
Entering Unmasked Estep 
Score: -9595761.000000 Penalty: 3654.001953
	Iteration 70Q: 3 clusters Score -9595761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 74281 members 
Entering Unmasked Estep 
Score: -9595767.000000 Penalty: 3654.001953
	Iteration 71Q: 3 clusters Score -9595767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 74296 members 
Entering Unmasked Estep 
Score: -9595776.000000 Penalty: 3654.001953
	Iteration 72Q: 3 clusters Score -9595776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 74314 members 
Entering Unmasked Estep 
Score: -9595768.000000 Penalty: 3654.001953
	Iteration 73Q: 3 clusters Score -9595768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 74336 members 
Entering Unmasked Estep 
Score: -9595768.000000 Penalty: 3654.001953
	Iteration 74Q: 3 clusters Score -9595768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 74349 members 
Entering Unmasked Estep 
Score: -9595770.000000 Penalty: 3654.001953
	Iteration 75Q: 3 clusters Score -9595770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 74359 members 
Entering Unmasked Estep 
Score: -9595774.000000 Penalty: 3654.001953
	Iteration 76Q: 3 clusters Score -9595774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 74371 members 
Entering Unmasked Estep 
Score: -9595771.000000 Penalty: 3654.001953
	Iteration 77Q: 3 clusters Score -9595771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 74380 members 
Entering Unmasked Estep 
Score: -9595773.000000 Penalty: 3654.001953
	Iteration 78Q: 3 clusters Score -9595773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 74385 members 
Entering Unmasked Estep 
Score: -9595775.000000 Penalty: 3654.001953
	Iteration 79Q: 3 clusters Score -9595775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 74393 members 
Entering Unmasked Estep 
Score: -9595774.000000 Penalty: 3654.001953
	Iteration 80F: 3 clusters Score -9595774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 74399 members 
Entering Unmasked Estep 
Score: -9595768.000000 Penalty: 3654.001953
	Iteration 81Q: 3 clusters Score -9595768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 74403 members 
Entering Unmasked Estep 
Score: -9595762.000000 Penalty: 3654.001953
	Iteration 82Q: 3 clusters Score -9595762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 74406 members 
Entering Unmasked Estep 
Score: -9595757.000000 Penalty: 3654.001953
	Iteration 83Q: 3 clusters Score -9595757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 74408 members 
Entering Unmasked Estep 
Score: -9595753.000000 Penalty: 3654.001953
	Iteration 84Q: 3 clusters Score -9595753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 74410 members 
Entering Unmasked Estep 
Score: -9595750.000000 Penalty: 3654.001953
	Iteration 85Q: 3 clusters Score -9595750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 74412 members 
Entering Unmasked Estep 
Score: -9595756.000000 Penalty: 3654.001953
	Iteration 86Q: 3 clusters Score -9595756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 74416 members 
Entering Unmasked Estep 
Score: -9595762.000000 Penalty: 3654.001953
	Iteration 87Q: 3 clusters Score -9595762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 74421 members 
Entering Unmasked Estep 
Score: -9595754.000000 Penalty: 3654.001953
	Iteration 88Q: 3 clusters Score -9595754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 74426 members 
Entering Unmasked Estep 
Score: -9595753.000000 Penalty: 3654.001953
	Iteration 89Q: 3 clusters Score -9595753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 74433 members 
Entering Unmasked Estep 
Score: -9595753.000000 Penalty: 3654.001953
	Iteration 90Q: 3 clusters Score -9595753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 74436 members 
Entering Unmasked Estep 
Score: -9595742.000000 Penalty: 3654.001953
	Iteration 91Q: 3 clusters Score -9595742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 74439 members 
Entering Unmasked Estep 
Score: -9595741.000000 Penalty: 3654.001953
	Iteration 92Q: 3 clusters Score -9595741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 74440 members 
Entering Unmasked Estep 
Score: -9595738.000000 Penalty: 3654.001953
	Iteration 93Q: 3 clusters Score -9595738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 74440 members 
Entering Unmasked Estep 
Score: -9595738.000000 Penalty: 3654.001953
	Iteration 94F: 3 clusters Score -9595738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Entering Unmasked Estep 
Score: -309063.750000 Penalty: 1273.474243
	Iteration 0F: 2 clusters Score -309063.8 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 1250 members 
Entering Unmasked Estep 
Score: -306654.625000 Penalty: 2546.948486
	Iteration 0F: 3 clusters Score -306654.6 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -307213.812500 Penalty: 2546.948486
	Iteration 1F: 3 clusters Score -307213.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -307328.562500 Penalty: 2546.948486
	Iteration 2F: 3 clusters Score -307328.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -307412.875000 Penalty: 2546.948486
	Iteration 3Q: 3 clusters Score -307412.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -307472.218750 Penalty: 2546.948486
	Iteration 4Q: 3 clusters Score -307472.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -307523.500000 Penalty: 2546.948486
	Iteration 5Q: 3 clusters Score -307523.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -307567.750000 Penalty: 2546.948486
	Iteration 6Q: 3 clusters Score -307567.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -307630.593750 Penalty: 2546.948486
	Iteration 7Q: 3 clusters Score -307630.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -307706.312500 Penalty: 2546.948486
	Iteration 8Q: 3 clusters Score -307706.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -307776.593750 Penalty: 2546.948486
	Iteration 9Q: 3 clusters Score -307776.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -307851.656250 Penalty: 2546.948486
	Iteration 10Q: 3 clusters Score -307851.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -307951.718750 Penalty: 2546.948486
	Iteration 11Q: 3 clusters Score -307951.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -308068.187500 Penalty: 2546.948486
	Iteration 12Q: 3 clusters Score -308068.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -308228.968750 Penalty: 2546.948486
	Iteration 13Q: 3 clusters Score -308229 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -308376.937500 Penalty: 2546.948486
	Iteration 14Q: 3 clusters Score -308376.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -308463.687500 Penalty: 2546.948486
	Iteration 15Q: 3 clusters Score -308463.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -308539.500000 Penalty: 2546.948486
	Iteration 16Q: 3 clusters Score -308539.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -308578.000000 Penalty: 2546.948486
	Iteration 17Q: 3 clusters Score -308578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -308603.906250 Penalty: 2546.948486
	Iteration 18Q: 3 clusters Score -308603.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -308623.000000 Penalty: 2546.948486
	Iteration 19Q: 3 clusters Score -308623 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -308644.593750 Penalty: 2546.948486
	Iteration 20F: 3 clusters Score -308644.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -308666.406250 Penalty: 2546.948486
	Iteration 21Q: 3 clusters Score -308666.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -308679.031250 Penalty: 2546.948486
	Iteration 22Q: 3 clusters Score -308679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -308690.781250 Penalty: 2546.948486
	Iteration 23Q: 3 clusters Score -308690.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -308706.812500 Penalty: 2546.948486
	Iteration 24Q: 3 clusters Score -308706.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -308721.437500 Penalty: 2546.948486
	Iteration 25Q: 3 clusters Score -308721.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -308729.968750 Penalty: 2546.948486
	Iteration 26Q: 3 clusters Score -308730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -308737.812500 Penalty: 2546.948486
	Iteration 27Q: 3 clusters Score -308737.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -308744.343750 Penalty: 2546.948486
	Iteration 28Q: 3 clusters Score -308744.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -308748.625000 Penalty: 2546.948486
	Iteration 29Q: 3 clusters Score -308748.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -308755.250000 Penalty: 2546.948486
	Iteration 30Q: 3 clusters Score -308755.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -308766.593750 Penalty: 2546.948486
	Iteration 31Q: 3 clusters Score -308766.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -308774.031250 Penalty: 2546.948486
	Iteration 32Q: 3 clusters Score -308774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -308782.687500 Penalty: 2546.948486
	Iteration 33Q: 3 clusters Score -308782.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -308794.281250 Penalty: 2546.948486
	Iteration 34Q: 3 clusters Score -308794.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -308826.906250 Penalty: 2546.948486
	Iteration 35Q: 3 clusters Score -308826.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -308915.531250 Penalty: 2546.948486
	Iteration 36Q: 3 clusters Score -308915.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -308996.968750 Penalty: 2546.948486
	Iteration 37Q: 3 clusters Score -308997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -309011.218750 Penalty: 2546.948486
	Iteration 38Q: 3 clusters Score -309011.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -309015.843750 Penalty: 2546.948486
	Iteration 39Q: 3 clusters Score -309015.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -309022.875000 Penalty: 2546.948486
	Iteration 40F: 3 clusters Score -309022.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -309026.468750 Penalty: 2546.948486
	Iteration 41Q: 3 clusters Score -309026.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -309028.906250 Penalty: 2546.948486
	Iteration 42Q: 3 clusters Score -309028.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -309028.906250 Penalty: 2546.948486
	Iteration 43F: 3 clusters Score -309028.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (104967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104967 members 
Entering Unmasked Estep 
Score: -13133859.000000 Penalty: 1878.727783
	Iteration 0F: 2 clusters Score -1.313386e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52662 members 
Mstep: Class 2 contains 52305 members 
Entering Unmasked Estep 
Score: -13066044.000000 Penalty: 3757.455566
	Iteration 0F: 3 clusters Score -1.306604e+07 nChanged 50405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55425 members 
Mstep: Class 2 contains 49542 members 
Entering Unmasked Estep 
Score: -13096357.000000 Penalty: 3757.455566
	Iteration 1F: 3 clusters Score -1.309636e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57007 members 
Mstep: Class 2 contains 47960 members 
Entering Unmasked Estep 
Score: -13097483.000000 Penalty: 3757.455566
	Iteration 2Q: 3 clusters Score -1.309748e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59443 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -13098984.000000 Penalty: 3757.455566
	Iteration 3Q: 3 clusters Score -1.309898e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62981 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -13101184.000000 Penalty: 3757.455566
	Iteration 4Q: 3 clusters Score -1.310118e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67881 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -13104766.000000 Penalty: 3757.455566
	Iteration 5F: 3 clusters Score -1.310477e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73999 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -13110005.000000 Penalty: 3757.455566
	Iteration 6F: 3 clusters Score -1.311e+07 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80642 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -13116159.000000 Penalty: 3757.455566
	Iteration 7F: 3 clusters Score -1.311616e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86401 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -13121557.000000 Penalty: 3757.455566
	Iteration 8F: 3 clusters Score -1.312156e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90710 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -13125363.000000 Penalty: 3757.455566
	Iteration 9Q: 3 clusters Score -1.312536e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93857 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -13127825.000000 Penalty: 3757.455566
	Iteration 10Q: 3 clusters Score -1.312782e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96401 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -13129604.000000 Penalty: 3757.455566
	Iteration 11Q: 3 clusters Score -1.31296e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98462 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -13130801.000000 Penalty: 3757.455566
	Iteration 12Q: 3 clusters Score -1.31308e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100111 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -13131629.000000 Penalty: 3757.455566
	Iteration 13Q: 3 clusters Score -1.313163e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101355 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -13132128.000000 Penalty: 3757.455566
	Iteration 14Q: 3 clusters Score -1.313213e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102244 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -13132387.000000 Penalty: 3757.455566
	Iteration 15Q: 3 clusters Score -1.313239e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102855 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -13132561.000000 Penalty: 3757.455566
	Iteration 16Q: 3 clusters Score -1.313256e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103266 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -13132623.000000 Penalty: 3757.455566
	Iteration 17Q: 3 clusters Score -1.313262e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103543 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -13132659.000000 Penalty: 3757.455566
	Iteration 18Q: 3 clusters Score -1.313266e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103743 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -13132706.000000 Penalty: 3757.455566
	Iteration 19Q: 3 clusters Score -1.313271e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103864 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -13132759.000000 Penalty: 3757.455566
	Iteration 20F: 3 clusters Score -1.313276e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103952 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -13132776.000000 Penalty: 3757.455566
	Iteration 21Q: 3 clusters Score -1.313278e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104023 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -13132788.000000 Penalty: 3757.455566
	Iteration 22Q: 3 clusters Score -1.313279e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104066 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -13132784.000000 Penalty: 3757.455566
	Iteration 23Q: 3 clusters Score -1.313278e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104086 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -13132789.000000 Penalty: 3757.455566
	Iteration 24Q: 3 clusters Score -1.313279e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104109 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -13132777.000000 Penalty: 3757.455566
	Iteration 25Q: 3 clusters Score -1.313278e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104142 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -13132790.000000 Penalty: 3757.455566
	Iteration 26Q: 3 clusters Score -1.313279e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104167 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -13132808.000000 Penalty: 3757.455566
	Iteration 27Q: 3 clusters Score -1.313281e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104185 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -13132795.000000 Penalty: 3757.455566
	Iteration 28Q: 3 clusters Score -1.31328e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104200 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -13132806.000000 Penalty: 3757.455566
	Iteration 29Q: 3 clusters Score -1.313281e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104213 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -13132804.000000 Penalty: 3757.455566
	Iteration 30Q: 3 clusters Score -1.31328e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104222 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -13132816.000000 Penalty: 3757.455566
	Iteration 31Q: 3 clusters Score -1.313282e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104220 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -13132818.000000 Penalty: 3757.455566
	Iteration 32Q: 3 clusters Score -1.313282e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104215 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -13132818.000000 Penalty: 3757.455566
	Iteration 33Q: 3 clusters Score -1.313282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104216 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -13132818.000000 Penalty: 3757.455566
	Iteration 34Q: 3 clusters Score -1.313282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104220 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -13132818.000000 Penalty: 3757.455566
	Iteration 35Q: 3 clusters Score -1.313282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104222 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -13132800.000000 Penalty: 3757.455566
	Iteration 36Q: 3 clusters Score -1.31328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104220 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -13132809.000000 Penalty: 3757.455566
	Iteration 37Q: 3 clusters Score -1.313281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104219 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -13132818.000000 Penalty: 3757.455566
	Iteration 38Q: 3 clusters Score -1.313282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104220 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -13132812.000000 Penalty: 3757.455566
	Iteration 39Q: 3 clusters Score -1.313281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104219 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -13132821.000000 Penalty: 3757.455566
	Iteration 40F: 3 clusters Score -1.313282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104219 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -13132816.000000 Penalty: 3757.455566
	Iteration 41Q: 3 clusters Score -1.313282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104220 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -13132815.000000 Penalty: 3757.455566
	Iteration 42Q: 3 clusters Score -1.313282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104220 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -13132815.000000 Penalty: 3757.455566
	Iteration 43F: 3 clusters Score -1.313282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (99269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99269 members 
Entering Unmasked Estep 
Score: -12527369.000000 Penalty: 1869.658081
	Iteration 0F: 2 clusters Score -1.252737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49638 members 
Mstep: Class 2 contains 49631 members 
Entering Unmasked Estep 
Score: -12461753.000000 Penalty: 3739.316162
	Iteration 0F: 3 clusters Score -1.246175e+07 nChanged 47654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 50083 members 
Entering Unmasked Estep 
Score: -12490048.000000 Penalty: 3739.316162
	Iteration 1F: 3 clusters Score -1.249005e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48780 members 
Mstep: Class 2 contains 50489 members 
Entering Unmasked Estep 
Score: -12490679.000000 Penalty: 3739.316162
	Iteration 2Q: 3 clusters Score -1.249068e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48186 members 
Mstep: Class 2 contains 51083 members 
Entering Unmasked Estep 
Score: -12491542.000000 Penalty: 3739.316162
	Iteration 3Q: 3 clusters Score -1.249154e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47308 members 
Mstep: Class 2 contains 51961 members 
Entering Unmasked Estep 
Score: -12492642.000000 Penalty: 3739.316162
	Iteration 4Q: 3 clusters Score -1.249264e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 53251 members 
Entering Unmasked Estep 
Score: -12494168.000000 Penalty: 3739.316162
	Iteration 5Q: 3 clusters Score -1.249417e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 54918 members 
Entering Unmasked Estep 
Score: -12496425.000000 Penalty: 3739.316162
	Iteration 6Q: 3 clusters Score -1.249642e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 56965 members 
Entering Unmasked Estep 
Score: -12499362.000000 Penalty: 3739.316162
	Iteration 7F: 3 clusters Score -1.249936e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 59177 members 
Entering Unmasked Estep 
Score: -12503243.000000 Penalty: 3739.316162
	Iteration 8F: 3 clusters Score -1.250324e+07 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 61148 members 
Entering Unmasked Estep 
Score: -12507721.000000 Penalty: 3739.316162
	Iteration 9F: 3 clusters Score -1.250772e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 62548 members 
Entering Unmasked Estep 
Score: -12510503.000000 Penalty: 3739.316162
	Iteration 10F: 3 clusters Score -1.25105e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 63532 members 
Entering Unmasked Estep 
Score: -12511487.000000 Penalty: 3739.316162
	Iteration 11Q: 3 clusters Score -1.251149e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 64459 members 
Entering Unmasked Estep 
Score: -12511815.000000 Penalty: 3739.316162
	Iteration 12Q: 3 clusters Score -1.251182e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 65387 members 
Entering Unmasked Estep 
Score: -12512030.000000 Penalty: 3739.316162
	Iteration 13Q: 3 clusters Score -1.251203e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 66375 members 
Entering Unmasked Estep 
Score: -12512303.000000 Penalty: 3739.316162
	Iteration 14Q: 3 clusters Score -1.25123e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 67382 members 
Entering Unmasked Estep 
Score: -12512548.000000 Penalty: 3739.316162
	Iteration 15Q: 3 clusters Score -1.251255e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 68463 members 
Entering Unmasked Estep 
Score: -12512875.000000 Penalty: 3739.316162
	Iteration 16Q: 3 clusters Score -1.251288e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 69588 members 
Entering Unmasked Estep 
Score: -12513234.000000 Penalty: 3739.316162
	Iteration 17Q: 3 clusters Score -1.251323e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 70755 members 
Entering Unmasked Estep 
Score: -12513718.000000 Penalty: 3739.316162
	Iteration 18Q: 3 clusters Score -1.251372e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 71931 members 
Entering Unmasked Estep 
Score: -12514198.000000 Penalty: 3739.316162
	Iteration 19Q: 3 clusters Score -1.25142e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 73057 members 
Entering Unmasked Estep 
Score: -12514546.000000 Penalty: 3739.316162
	Iteration 20F: 3 clusters Score -1.251455e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 74248 members 
Entering Unmasked Estep 
Score: -12515019.000000 Penalty: 3739.316162
	Iteration 21Q: 3 clusters Score -1.251502e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 75443 members 
Entering Unmasked Estep 
Score: -12515464.000000 Penalty: 3739.316162
	Iteration 22Q: 3 clusters Score -1.251546e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 76564 members 
Entering Unmasked Estep 
Score: -12515946.000000 Penalty: 3739.316162
	Iteration 23Q: 3 clusters Score -1.251595e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 77663 members 
Entering Unmasked Estep 
Score: -12516502.000000 Penalty: 3739.316162
	Iteration 24Q: 3 clusters Score -1.25165e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 78696 members 
Entering Unmasked Estep 
Score: -12516999.000000 Penalty: 3739.316162
	Iteration 25Q: 3 clusters Score -1.2517e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 79659 members 
Entering Unmasked Estep 
Score: -12517445.000000 Penalty: 3739.316162
	Iteration 26Q: 3 clusters Score -1.251744e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 80533 members 
Entering Unmasked Estep 
Score: -12517937.000000 Penalty: 3739.316162
	Iteration 27Q: 3 clusters Score -1.251794e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 81382 members 
Entering Unmasked Estep 
Score: -12518441.000000 Penalty: 3739.316162
	Iteration 28Q: 3 clusters Score -1.251844e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 82235 members 
Entering Unmasked Estep 
Score: -12518940.000000 Penalty: 3739.316162
	Iteration 29Q: 3 clusters Score -1.251894e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 83063 members 
Entering Unmasked Estep 
Score: -12519449.000000 Penalty: 3739.316162
	Iteration 30Q: 3 clusters Score -1.251945e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 83830 members 
Entering Unmasked Estep 
Score: -12519988.000000 Penalty: 3739.316162
	Iteration 31Q: 3 clusters Score -1.251999e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 84542 members 
Entering Unmasked Estep 
Score: -12520466.000000 Penalty: 3739.316162
	Iteration 32Q: 3 clusters Score -1.252047e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 85214 members 
Entering Unmasked Estep 
Score: -12520829.000000 Penalty: 3739.316162
	Iteration 33Q: 3 clusters Score -1.252083e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 85890 members 
Entering Unmasked Estep 
Score: -12521191.000000 Penalty: 3739.316162
	Iteration 34Q: 3 clusters Score -1.252119e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 86507 members 
Entering Unmasked Estep 
Score: -12521572.000000 Penalty: 3739.316162
	Iteration 35Q: 3 clusters Score -1.252157e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 87132 members 
Entering Unmasked Estep 
Score: -12521793.000000 Penalty: 3739.316162
	Iteration 36Q: 3 clusters Score -1.252179e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 87758 members 
Entering Unmasked Estep 
Score: -12522099.000000 Penalty: 3739.316162
	Iteration 37Q: 3 clusters Score -1.25221e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 88397 members 
Entering Unmasked Estep 
Score: -12522367.000000 Penalty: 3739.316162
	Iteration 38Q: 3 clusters Score -1.252237e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 89012 members 
Entering Unmasked Estep 
Score: -12522592.000000 Penalty: 3739.316162
	Iteration 39Q: 3 clusters Score -1.252259e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 89631 members 
Entering Unmasked Estep 
Score: -12522939.000000 Penalty: 3739.316162
	Iteration 40F: 3 clusters Score -1.252294e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 90195 members 
Entering Unmasked Estep 
Score: -12523326.000000 Penalty: 3739.316162
	Iteration 41Q: 3 clusters Score -1.252333e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 90792 members 
Entering Unmasked Estep 
Score: -12523796.000000 Penalty: 3739.316162
	Iteration 42Q: 3 clusters Score -1.25238e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 91407 members 
Entering Unmasked Estep 
Score: -12524166.000000 Penalty: 3739.316162
	Iteration 43Q: 3 clusters Score -1.252417e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 92035 members 
Entering Unmasked Estep 
Score: -12524497.000000 Penalty: 3739.316162
	Iteration 44Q: 3 clusters Score -1.25245e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 92681 members 
Entering Unmasked Estep 
Score: -12524824.000000 Penalty: 3739.316162
	Iteration 45Q: 3 clusters Score -1.252482e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 93340 members 
Entering Unmasked Estep 
Score: -12525133.000000 Penalty: 3739.316162
	Iteration 46Q: 3 clusters Score -1.252513e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 94016 members 
Entering Unmasked Estep 
Score: -12525501.000000 Penalty: 3739.316162
	Iteration 47Q: 3 clusters Score -1.25255e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 94664 members 
Entering Unmasked Estep 
Score: -12525774.000000 Penalty: 3739.316162
	Iteration 48Q: 3 clusters Score -1.252577e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 95230 members 
Entering Unmasked Estep 
Score: -12525949.000000 Penalty: 3739.316162
	Iteration 49Q: 3 clusters Score -1.252595e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 95705 members 
Entering Unmasked Estep 
Score: -12526058.000000 Penalty: 3739.316162
	Iteration 50Q: 3 clusters Score -1.252606e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 96114 members 
Entering Unmasked Estep 
Score: -12526136.000000 Penalty: 3739.316162
	Iteration 51Q: 3 clusters Score -1.252614e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 96451 members 
Entering Unmasked Estep 
Score: -12526153.000000 Penalty: 3739.316162
	Iteration 52Q: 3 clusters Score -1.252615e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 96717 members 
Entering Unmasked Estep 
Score: -12526164.000000 Penalty: 3739.316162
	Iteration 53Q: 3 clusters Score -1.252616e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 96950 members 
Entering Unmasked Estep 
Score: -12526181.000000 Penalty: 3739.316162
	Iteration 54Q: 3 clusters Score -1.252618e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 97157 members 
Entering Unmasked Estep 
Score: -12526214.000000 Penalty: 3739.316162
	Iteration 55Q: 3 clusters Score -1.252621e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 97318 members 
Entering Unmasked Estep 
Score: -12526246.000000 Penalty: 3739.316162
	Iteration 56Q: 3 clusters Score -1.252625e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 97448 members 
Entering Unmasked Estep 
Score: -12526242.000000 Penalty: 3739.316162
	Iteration 57Q: 3 clusters Score -1.252624e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 97568 members 
Entering Unmasked Estep 
Score: -12526226.000000 Penalty: 3739.316162
	Iteration 58Q: 3 clusters Score -1.252623e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 97681 members 
Entering Unmasked Estep 
Score: -12526238.000000 Penalty: 3739.316162
	Iteration 59Q: 3 clusters Score -1.252624e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 97763 members 
Entering Unmasked Estep 
Score: -12526253.000000 Penalty: 3739.316162
	Iteration 60F: 3 clusters Score -1.252625e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 97825 members 
Entering Unmasked Estep 
Score: -12526266.000000 Penalty: 3739.316162
	Iteration 61Q: 3 clusters Score -1.252627e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 97877 members 
Entering Unmasked Estep 
Score: -12526270.000000 Penalty: 3739.316162
	Iteration 62Q: 3 clusters Score -1.252627e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 97920 members 
Entering Unmasked Estep 
Score: -12526261.000000 Penalty: 3739.316162
	Iteration 63Q: 3 clusters Score -1.252626e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 97956 members 
Entering Unmasked Estep 
Score: -12526254.000000 Penalty: 3739.316162
	Iteration 64Q: 3 clusters Score -1.252625e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 97988 members 
Entering Unmasked Estep 
Score: -12526268.000000 Penalty: 3739.316162
	Iteration 65Q: 3 clusters Score -1.252627e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 98018 members 
Entering Unmasked Estep 
Score: -12526266.000000 Penalty: 3739.316162
	Iteration 66Q: 3 clusters Score -1.252627e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 98039 members 
Entering Unmasked Estep 
Score: -12526252.000000 Penalty: 3739.316162
	Iteration 67Q: 3 clusters Score -1.252625e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 98057 members 
Entering Unmasked Estep 
Score: -12526266.000000 Penalty: 3739.316162
	Iteration 68Q: 3 clusters Score -1.252627e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 98085 members 
Entering Unmasked Estep 
Score: -12526280.000000 Penalty: 3739.316162
	Iteration 69Q: 3 clusters Score -1.252628e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 98111 members 
Entering Unmasked Estep 
Score: -12526274.000000 Penalty: 3739.316162
	Iteration 70Q: 3 clusters Score -1.252627e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 98136 members 
Entering Unmasked Estep 
Score: -12526291.000000 Penalty: 3739.316162
	Iteration 71Q: 3 clusters Score -1.252629e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 98158 members 
Entering Unmasked Estep 
Score: -12526304.000000 Penalty: 3739.316162
	Iteration 72Q: 3 clusters Score -1.25263e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 98176 members 
Entering Unmasked Estep 
Score: -12526307.000000 Penalty: 3739.316162
	Iteration 73Q: 3 clusters Score -1.252631e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 98199 members 
Entering Unmasked Estep 
Score: -12526317.000000 Penalty: 3739.316162
	Iteration 74Q: 3 clusters Score -1.252632e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 98210 members 
Entering Unmasked Estep 
Score: -12526318.000000 Penalty: 3739.316162
	Iteration 75Q: 3 clusters Score -1.252632e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 98215 members 
Entering Unmasked Estep 
Score: -12526329.000000 Penalty: 3739.316162
	Iteration 76Q: 3 clusters Score -1.252633e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 98229 members 
Entering Unmasked Estep 
Score: -12526327.000000 Penalty: 3739.316162
	Iteration 77Q: 3 clusters Score -1.252633e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 98243 members 
Entering Unmasked Estep 
Score: -12526334.000000 Penalty: 3739.316162
	Iteration 78Q: 3 clusters Score -1.252633e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 98256 members 
Entering Unmasked Estep 
Score: -12526331.000000 Penalty: 3739.316162
	Iteration 79Q: 3 clusters Score -1.252633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 98262 members 
Entering Unmasked Estep 
Score: -12526327.000000 Penalty: 3739.316162
	Iteration 80F: 3 clusters Score -1.252633e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 98270 members 
Entering Unmasked Estep 
Score: -12526317.000000 Penalty: 3739.316162
	Iteration 81Q: 3 clusters Score -1.252632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 98272 members 
Entering Unmasked Estep 
Score: -12526318.000000 Penalty: 3739.316162
	Iteration 82Q: 3 clusters Score -1.252632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 98276 members 
Entering Unmasked Estep 
Score: -12526327.000000 Penalty: 3739.316162
	Iteration 83Q: 3 clusters Score -1.252633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 98280 members 
Entering Unmasked Estep 
Score: -12526318.000000 Penalty: 3739.316162
	Iteration 84Q: 3 clusters Score -1.252632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 98280 members 
Entering Unmasked Estep 
Score: -12526328.000000 Penalty: 3739.316162
	Iteration 85Q: 3 clusters Score -1.252633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 98283 members 
Entering Unmasked Estep 
Score: -12526327.000000 Penalty: 3739.316162
	Iteration 86Q: 3 clusters Score -1.252633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 98284 members 
Entering Unmasked Estep 
Score: -12526330.000000 Penalty: 3739.316162
	Iteration 87Q: 3 clusters Score -1.252633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 98286 members 
Entering Unmasked Estep 
Score: -12526325.000000 Penalty: 3739.316162
	Iteration 88Q: 3 clusters Score -1.252632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 98287 members 
Entering Unmasked Estep 
Score: -12526329.000000 Penalty: 3739.316162
	Iteration 89Q: 3 clusters Score -1.252633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 98287 members 
Entering Unmasked Estep 
Score: -12526324.000000 Penalty: 3739.316162
	Iteration 90Q: 3 clusters Score -1.252632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 98286 members 
Entering Unmasked Estep 
Score: -12526332.000000 Penalty: 3739.316162
	Iteration 91Q: 3 clusters Score -1.252633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 98288 members 
Entering Unmasked Estep 
Score: -12526327.000000 Penalty: 3739.316162
	Iteration 92Q: 3 clusters Score -1.252633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 98290 members 
Entering Unmasked Estep 
Score: -12526332.000000 Penalty: 3739.316162
	Iteration 93Q: 3 clusters Score -1.252633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 98292 members 
Entering Unmasked Estep 
Score: -12526330.000000 Penalty: 3739.316162
	Iteration 94Q: 3 clusters Score -1.252633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 98298 members 
Entering Unmasked Estep 
Score: -12526335.000000 Penalty: 3739.316162
	Iteration 95Q: 3 clusters Score -1.252634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 98301 members 
Entering Unmasked Estep 
Score: -12526344.000000 Penalty: 3739.316162
	Iteration 96Q: 3 clusters Score -1.252634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 98300 members 
Entering Unmasked Estep 
Score: -12526351.000000 Penalty: 3739.316162
	Iteration 97Q: 3 clusters Score -1.252635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 98301 members 
Entering Unmasked Estep 
Score: -12526335.000000 Penalty: 3739.316162
	Iteration 98Q: 3 clusters Score -1.252634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 98303 members 
Entering Unmasked Estep 
Score: -12526341.000000 Penalty: 3739.316162
	Iteration 99Q: 3 clusters Score -1.252634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 98305 members 
Entering Unmasked Estep 
Score: -12526348.000000 Penalty: 3739.316162
	Iteration 100F: 3 clusters Score -1.252635e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (96906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96906 members 
Entering Unmasked Estep 
Score: -12272905.000000 Penalty: 1865.743286
	Iteration 0F: 2 clusters Score -1.22729e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -12209532.000000 Penalty: 3731.486572
	Iteration 0F: 3 clusters Score -1.220953e+07 nChanged 46576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 46410 members 
Entering Unmasked Estep 
Score: -12236619.000000 Penalty: 3731.486572
	Iteration 1F: 3 clusters Score -1.223662e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51925 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -12237416.000000 Penalty: 3731.486572
	Iteration 2Q: 3 clusters Score -1.223742e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54088 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -12238508.000000 Penalty: 3731.486572
	Iteration 3Q: 3 clusters Score -1.223851e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57458 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -12240316.000000 Penalty: 3731.486572
	Iteration 4Q: 3 clusters Score -1.224032e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62412 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -12243460.000000 Penalty: 3731.486572
	Iteration 5F: 3 clusters Score -1.224346e+07 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68988 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -12248605.000000 Penalty: 3731.486572
	Iteration 6F: 3 clusters Score -1.22486e+07 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76278 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -12255369.000000 Penalty: 3731.486572
	Iteration 7F: 3 clusters Score -1.225537e+07 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82335 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -12261724.000000 Penalty: 3731.486572
	Iteration 8F: 3 clusters Score -1.226172e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86050 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -12266245.000000 Penalty: 3731.486572
	Iteration 9Q: 3 clusters Score -1.226624e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87660 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -12268345.000000 Penalty: 3731.486572
	Iteration 10Q: 3 clusters Score -1.226834e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88595 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -12269128.000000 Penalty: 3731.486572
	Iteration 11Q: 3 clusters Score -1.226913e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89311 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -12269551.000000 Penalty: 3731.486572
	Iteration 12Q: 3 clusters Score -1.226955e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89950 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -12269930.000000 Penalty: 3731.486572
	Iteration 13Q: 3 clusters Score -1.226993e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90520 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -12270236.000000 Penalty: 3731.486572
	Iteration 14Q: 3 clusters Score -1.227024e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91090 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -12270534.000000 Penalty: 3731.486572
	Iteration 15Q: 3 clusters Score -1.227053e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91618 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -12270764.000000 Penalty: 3731.486572
	Iteration 16Q: 3 clusters Score -1.227076e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92100 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -12270957.000000 Penalty: 3731.486572
	Iteration 17Q: 3 clusters Score -1.227096e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92552 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -12271159.000000 Penalty: 3731.486572
	Iteration 18Q: 3 clusters Score -1.227116e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92992 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -12271343.000000 Penalty: 3731.486572
	Iteration 19Q: 3 clusters Score -1.227134e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93362 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -12271452.000000 Penalty: 3731.486572
	Iteration 20F: 3 clusters Score -1.227145e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93717 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -12271506.000000 Penalty: 3731.486572
	Iteration 21Q: 3 clusters Score -1.227151e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94066 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -12271579.000000 Penalty: 3731.486572
	Iteration 22Q: 3 clusters Score -1.227158e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94402 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -12271666.000000 Penalty: 3731.486572
	Iteration 23Q: 3 clusters Score -1.227167e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94696 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -12271687.000000 Penalty: 3731.486572
	Iteration 24Q: 3 clusters Score -1.227169e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94976 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -12271712.000000 Penalty: 3731.486572
	Iteration 25Q: 3 clusters Score -1.227171e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95220 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -12271745.000000 Penalty: 3731.486572
	Iteration 26Q: 3 clusters Score -1.227174e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95437 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -12271759.000000 Penalty: 3731.486572
	Iteration 27Q: 3 clusters Score -1.227176e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95627 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -12271775.000000 Penalty: 3731.486572
	Iteration 28Q: 3 clusters Score -1.227178e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95760 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -12271767.000000 Penalty: 3731.486572
	Iteration 29Q: 3 clusters Score -1.227177e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95876 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -12271763.000000 Penalty: 3731.486572
	Iteration 30Q: 3 clusters Score -1.227176e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95984 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -12271745.000000 Penalty: 3731.486572
	Iteration 31Q: 3 clusters Score -1.227174e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96086 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -12271698.000000 Penalty: 3731.486572
	Iteration 32Q: 3 clusters Score -1.22717e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96161 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -12271708.000000 Penalty: 3731.486572
	Iteration 33Q: 3 clusters Score -1.227171e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96215 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -12271706.000000 Penalty: 3731.486572
	Iteration 34Q: 3 clusters Score -1.227171e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96252 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -12271708.000000 Penalty: 3731.486572
	Iteration 35Q: 3 clusters Score -1.227171e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96272 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -12271685.000000 Penalty: 3731.486572
	Iteration 36Q: 3 clusters Score -1.227168e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96303 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -12271660.000000 Penalty: 3731.486572
	Iteration 37Q: 3 clusters Score -1.227166e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96336 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -12271658.000000 Penalty: 3731.486572
	Iteration 38Q: 3 clusters Score -1.227166e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96350 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -12271663.000000 Penalty: 3731.486572
	Iteration 39Q: 3 clusters Score -1.227166e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96362 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -12271644.000000 Penalty: 3731.486572
	Iteration 40F: 3 clusters Score -1.227164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96372 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -12271658.000000 Penalty: 3731.486572
	Iteration 41Q: 3 clusters Score -1.227166e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96388 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -12271658.000000 Penalty: 3731.486572
	Iteration 42Q: 3 clusters Score -1.227166e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96402 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -12271658.000000 Penalty: 3731.486572
	Iteration 43Q: 3 clusters Score -1.227166e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96415 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -12271657.000000 Penalty: 3731.486572
	Iteration 44Q: 3 clusters Score -1.227166e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96428 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -12271651.000000 Penalty: 3731.486572
	Iteration 45Q: 3 clusters Score -1.227165e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96434 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -12271647.000000 Penalty: 3731.486572
	Iteration 46Q: 3 clusters Score -1.227165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96436 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -12271638.000000 Penalty: 3731.486572
	Iteration 47Q: 3 clusters Score -1.227164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96443 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -12271644.000000 Penalty: 3731.486572
	Iteration 48Q: 3 clusters Score -1.227164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96451 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -12271652.000000 Penalty: 3731.486572
	Iteration 49Q: 3 clusters Score -1.227165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96458 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -12271651.000000 Penalty: 3731.486572
	Iteration 50Q: 3 clusters Score -1.227165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96461 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -12271645.000000 Penalty: 3731.486572
	Iteration 51Q: 3 clusters Score -1.227164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96463 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -12271650.000000 Penalty: 3731.486572
	Iteration 52Q: 3 clusters Score -1.227165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96464 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -12271655.000000 Penalty: 3731.486572
	Iteration 53Q: 3 clusters Score -1.227166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96468 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -12271645.000000 Penalty: 3731.486572
	Iteration 54Q: 3 clusters Score -1.227164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96472 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -12271651.000000 Penalty: 3731.486572
	Iteration 55Q: 3 clusters Score -1.227165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96476 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -12271643.000000 Penalty: 3731.486572
	Iteration 56Q: 3 clusters Score -1.227164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96479 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -12271636.000000 Penalty: 3731.486572
	Iteration 57Q: 3 clusters Score -1.227164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96480 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -12271631.000000 Penalty: 3731.486572
	Iteration 58Q: 3 clusters Score -1.227163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96482 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -12271638.000000 Penalty: 3731.486572
	Iteration 59Q: 3 clusters Score -1.227164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96483 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -12271635.000000 Penalty: 3731.486572
	Iteration 60F: 3 clusters Score -1.227164e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Entering Unmasked Estep 
Score: -113342.820312 Penalty: 1140.926147
	Iteration 0F: 2 clusters Score -113342.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -111903.039062 Penalty: 2281.852295
	Iteration 0F: 3 clusters Score -111903 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -112472.492188 Penalty: 2281.852295
	Iteration 1F: 3 clusters Score -112472.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -112900.375000 Penalty: 2281.852295
	Iteration 2F: 3 clusters Score -112900.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -113198.781250 Penalty: 2281.852295
	Iteration 3F: 3 clusters Score -113198.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -113323.210938 Penalty: 2281.852295
	Iteration 4F: 3 clusters Score -113323.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -113362.492188 Penalty: 2281.852295
	Iteration 5Q: 3 clusters Score -113362.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -113378.406250 Penalty: 2281.852295
	Iteration 6Q: 3 clusters Score -113378.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -113395.898438 Penalty: 2281.852295
	Iteration 7Q: 3 clusters Score -113395.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -113403.109375 Penalty: 2281.852295
	Iteration 8Q: 3 clusters Score -113403.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -113406.679688 Penalty: 2281.852295
	Iteration 9Q: 3 clusters Score -113406.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -113411.625000 Penalty: 2281.852295
	Iteration 10Q: 3 clusters Score -113411.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -113417.484375 Penalty: 2281.852295
	Iteration 11Q: 3 clusters Score -113417.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -113425.742188 Penalty: 2281.852295
	Iteration 12Q: 3 clusters Score -113425.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -113427.742188 Penalty: 2281.852295
	Iteration 13Q: 3 clusters Score -113427.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -113428.039062 Penalty: 2281.852295
	Iteration 14Q: 3 clusters Score -113428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -113428.039062 Penalty: 2281.852295
	Iteration 15F: 3 clusters Score -113428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105368 members 
Mstep: Class 2 contains 11553 members 
Mstep: Class 3 contains 7016 members 
Mstep: Class 4 contains 122173 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5549 members 
Mstep: Class 8 contains 9679 members 
Mstep: Class 9 contains 76350 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 104967 members 
Mstep: Class 12 contains 99269 members 
Mstep: Class 13 contains 96906 members 
Mstep: Class 14 contains 444 members 
Mstep: Class 15 contains 3215 members 
Mstep: Class 16 contains 70983 members 
Mstep: Class 17 contains 24896 members 
Mstep: Class 18 contains 14252 members 
Mstep: Class 19 contains 2927 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8076 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4799 members 
Mstep: Class 26 contains 19068 members 
Mstep: Class 27 contains 6669 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9460 members 
Mstep: Class 30 contains 34495 members 
Mstep: Class 31 contains 40400 members 
Mstep: Class 32 contains 1929 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2973 members 
Mstep: Class 35 contains 17822 members 
Mstep: Class 36 contains 6490 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1107 members 
Mstep: Class 41 contains 676 members 
Entering Unmasked Estep 
Score: -111783600.000000 Penalty: 91479.007812
Splitting cluster 14 changes total score from -111784520.000000 to -111783600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (3215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Entering Unmasked Estep 
Score: -402682.125000 Penalty: 1312.282104
	Iteration 0F: 2 clusters Score -402682.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -399811.812500 Penalty: 2624.564209
	Iteration 0F: 3 clusters Score -399811.8 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -400579.937500 Penalty: 2624.564209
	Iteration 1F: 3 clusters Score -400579.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -400791.312500 Penalty: 2624.564209
	Iteration 2F: 3 clusters Score -400791.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -400932.687500 Penalty: 2624.564209
	Iteration 3F: 3 clusters Score -400932.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -401029.781250 Penalty: 2624.564209
	Iteration 4Q: 3 clusters Score -401029.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -401099.156250 Penalty: 2624.564209
	Iteration 5Q: 3 clusters Score -401099.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -401157.781250 Penalty: 2624.564209
	Iteration 6Q: 3 clusters Score -401157.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -401215.218750 Penalty: 2624.564209
	Iteration 7Q: 3 clusters Score -401215.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -401256.031250 Penalty: 2624.564209
	Iteration 8Q: 3 clusters Score -401256 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -401290.218750 Penalty: 2624.564209
	Iteration 9Q: 3 clusters Score -401290.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -401315.812500 Penalty: 2624.564209
	Iteration 10Q: 3 clusters Score -401315.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -401337.937500 Penalty: 2624.564209
	Iteration 11Q: 3 clusters Score -401337.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -401355.406250 Penalty: 2624.564209
	Iteration 12Q: 3 clusters Score -401355.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -401372.718750 Penalty: 2624.564209
	Iteration 13Q: 3 clusters Score -401372.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -401387.812500 Penalty: 2624.564209
	Iteration 14Q: 3 clusters Score -401387.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -401402.468750 Penalty: 2624.564209
	Iteration 15Q: 3 clusters Score -401402.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -401416.093750 Penalty: 2624.564209
	Iteration 16Q: 3 clusters Score -401416.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -401426.531250 Penalty: 2624.564209
	Iteration 17Q: 3 clusters Score -401426.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -401435.875000 Penalty: 2624.564209
	Iteration 18Q: 3 clusters Score -401435.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -401445.156250 Penalty: 2624.564209
	Iteration 19Q: 3 clusters Score -401445.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -401450.750000 Penalty: 2624.564209
	Iteration 20F: 3 clusters Score -401450.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -401453.187500 Penalty: 2624.564209
	Iteration 21Q: 3 clusters Score -401453.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -401454.062500 Penalty: 2624.564209
	Iteration 22Q: 3 clusters Score -401454.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -401454.343750 Penalty: 2624.564209
	Iteration 23Q: 3 clusters Score -401454.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -401454.437500 Penalty: 2624.564209
	Iteration 24Q: 3 clusters Score -401454.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -401455.531250 Penalty: 2624.564209
	Iteration 25Q: 3 clusters Score -401455.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -401455.468750 Penalty: 2624.564209
	Iteration 26Q: 3 clusters Score -401455.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -401455.718750 Penalty: 2624.564209
	Iteration 27Q: 3 clusters Score -401455.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -401455.718750 Penalty: 2624.564209
	Iteration 28F: 3 clusters Score -401455.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (70983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70983 members 
Entering Unmasked Estep 
Score: -8824383.000000 Penalty: 1815.156738
	Iteration 0F: 2 clusters Score -8824383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -8777176.000000 Penalty: 3630.313477
	Iteration 0F: 3 clusters Score -8777176 nChanged 33433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -8796894.000000 Penalty: 3630.313477
	Iteration 1F: 3 clusters Score -8796894 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -8797915.000000 Penalty: 3630.313477
	Iteration 2Q: 3 clusters Score -8797915 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -8799474.000000 Penalty: 3630.313477
	Iteration 3Q: 3 clusters Score -8799474 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44927 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -8801922.000000 Penalty: 3630.313477
	Iteration 4F: 3 clusters Score -8801922 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49269 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -8805390.000000 Penalty: 3630.313477
	Iteration 5F: 3 clusters Score -8805390 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54394 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -8809741.000000 Penalty: 3630.313477
	Iteration 6F: 3 clusters Score -8809741 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59371 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -8814195.000000 Penalty: 3630.313477
	Iteration 7F: 3 clusters Score -8814195 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63174 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -8817589.000000 Penalty: 3630.313477
	Iteration 8F: 3 clusters Score -8817589 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65763 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -8819805.000000 Penalty: 3630.313477
	Iteration 9Q: 3 clusters Score -8819805 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67380 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -8821113.000000 Penalty: 3630.313477
	Iteration 10Q: 3 clusters Score -8821113 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68327 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -8821800.000000 Penalty: 3630.313477
	Iteration 11Q: 3 clusters Score -8821800 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68913 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -8822241.000000 Penalty: 3630.313477
	Iteration 12Q: 3 clusters Score -8822241 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69291 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -8822529.000000 Penalty: 3630.313477
	Iteration 13Q: 3 clusters Score -8822529 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69503 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -8822706.000000 Penalty: 3630.313477
	Iteration 14Q: 3 clusters Score -8822706 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69649 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -8822859.000000 Penalty: 3630.313477
	Iteration 15Q: 3 clusters Score -8822859 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69744 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -8822948.000000 Penalty: 3630.313477
	Iteration 16Q: 3 clusters Score -8822948 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69820 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -8823020.000000 Penalty: 3630.313477
	Iteration 17Q: 3 clusters Score -8823020 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69860 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -8823067.000000 Penalty: 3630.313477
	Iteration 18Q: 3 clusters Score -8823067 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69904 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8823111.000000 Penalty: 3630.313477
	Iteration 19Q: 3 clusters Score -8823111 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69919 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8823154.000000 Penalty: 3630.313477
	Iteration 20F: 3 clusters Score -8823154 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69922 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8823178.000000 Penalty: 3630.313477
	Iteration 21Q: 3 clusters Score -8823178 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69931 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -8823189.000000 Penalty: 3630.313477
	Iteration 22Q: 3 clusters Score -8823189 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69929 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -8823195.000000 Penalty: 3630.313477
	Iteration 23Q: 3 clusters Score -8823195 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69935 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8823211.000000 Penalty: 3630.313477
	Iteration 24Q: 3 clusters Score -8823211 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69948 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8823234.000000 Penalty: 3630.313477
	Iteration 25Q: 3 clusters Score -8823234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69950 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -8823250.000000 Penalty: 3630.313477
	Iteration 26Q: 3 clusters Score -8823250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69937 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -8823264.000000 Penalty: 3630.313477
	Iteration 27Q: 3 clusters Score -8823264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69934 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -8823269.000000 Penalty: 3630.313477
	Iteration 28Q: 3 clusters Score -8823269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69928 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -8823270.000000 Penalty: 3630.313477
	Iteration 29Q: 3 clusters Score -8823270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69921 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -8823270.000000 Penalty: 3630.313477
	Iteration 30Q: 3 clusters Score -8823270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69916 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -8823272.000000 Penalty: 3630.313477
	Iteration 31Q: 3 clusters Score -8823272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69910 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8823271.000000 Penalty: 3630.313477
	Iteration 32Q: 3 clusters Score -8823271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69905 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -8823261.000000 Penalty: 3630.313477
	Iteration 33Q: 3 clusters Score -8823261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69902 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8823264.000000 Penalty: 3630.313477
	Iteration 34Q: 3 clusters Score -8823264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69898 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8823269.000000 Penalty: 3630.313477
	Iteration 35Q: 3 clusters Score -8823269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69893 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -8823272.000000 Penalty: 3630.313477
	Iteration 36Q: 3 clusters Score -8823272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69889 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -8823270.000000 Penalty: 3630.313477
	Iteration 37Q: 3 clusters Score -8823270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69886 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -8823275.000000 Penalty: 3630.313477
	Iteration 38Q: 3 clusters Score -8823275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69883 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -8823279.000000 Penalty: 3630.313477
	Iteration 39Q: 3 clusters Score -8823279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69880 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -8823283.000000 Penalty: 3630.313477
	Iteration 40F: 3 clusters Score -8823283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69879 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -8823288.000000 Penalty: 3630.313477
	Iteration 41Q: 3 clusters Score -8823288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69880 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -8823290.000000 Penalty: 3630.313477
	Iteration 42Q: 3 clusters Score -8823290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69877 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8823292.000000 Penalty: 3630.313477
	Iteration 43Q: 3 clusters Score -8823292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69878 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8823293.000000 Penalty: 3630.313477
	Iteration 44Q: 3 clusters Score -8823293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69879 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -8823293.000000 Penalty: 3630.313477
	Iteration 45Q: 3 clusters Score -8823293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69879 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -8823290.000000 Penalty: 3630.313477
	Iteration 46Q: 3 clusters Score -8823290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69878 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8823294.000000 Penalty: 3630.313477
	Iteration 47Q: 3 clusters Score -8823294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69878 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8823294.000000 Penalty: 3630.313477
	Iteration 48F: 3 clusters Score -8823294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Entering Unmasked Estep 
Score: -3073660.250000 Penalty: 1644.900146
	Iteration 0F: 2 clusters Score -3073660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -3056912.500000 Penalty: 3289.800293
	Iteration 0F: 3 clusters Score -3056912 nChanged 11275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -3063098.500000 Penalty: 3289.800293
	Iteration 1F: 3 clusters Score -3063098 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -3063448.000000 Penalty: 3289.800293
	Iteration 2Q: 3 clusters Score -3063448 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -3063774.250000 Penalty: 3289.800293
	Iteration 3Q: 3 clusters Score -3063774 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -3064092.250000 Penalty: 3289.800293
	Iteration 4Q: 3 clusters Score -3064092 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -3064443.250000 Penalty: 3289.800293
	Iteration 5Q: 3 clusters Score -3064443 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -3064846.750000 Penalty: 3289.800293
	Iteration 6Q: 3 clusters Score -3064847 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -3065375.250000 Penalty: 3289.800293
	Iteration 7Q: 3 clusters Score -3065375 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -3066051.250000 Penalty: 3289.800293
	Iteration 8Q: 3 clusters Score -3066051 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -3066867.000000 Penalty: 3289.800293
	Iteration 9F: 3 clusters Score -3066867 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -3067631.500000 Penalty: 3289.800293
	Iteration 10Q: 3 clusters Score -3067632 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -3068094.750000 Penalty: 3289.800293
	Iteration 11Q: 3 clusters Score -3068095 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -3068293.000000 Penalty: 3289.800293
	Iteration 12Q: 3 clusters Score -3068293 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -3068370.500000 Penalty: 3289.800293
	Iteration 13Q: 3 clusters Score -3068370 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -3068441.750000 Penalty: 3289.800293
	Iteration 14Q: 3 clusters Score -3068442 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -3068494.000000 Penalty: 3289.800293
	Iteration 15Q: 3 clusters Score -3068494 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -3068536.500000 Penalty: 3289.800293
	Iteration 16Q: 3 clusters Score -3068536 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -3068578.500000 Penalty: 3289.800293
	Iteration 17Q: 3 clusters Score -3068578 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -3068621.750000 Penalty: 3289.800293
	Iteration 18Q: 3 clusters Score -3068622 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -3068675.750000 Penalty: 3289.800293
	Iteration 19Q: 3 clusters Score -3068676 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -3068722.500000 Penalty: 3289.800293
	Iteration 20F: 3 clusters Score -3068722 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -3068790.250000 Penalty: 3289.800293
	Iteration 21Q: 3 clusters Score -3068790 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -3068845.750000 Penalty: 3289.800293
	Iteration 22Q: 3 clusters Score -3068846 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -3068895.250000 Penalty: 3289.800293
	Iteration 23Q: 3 clusters Score -3068895 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -3068969.500000 Penalty: 3289.800293
	Iteration 24Q: 3 clusters Score -3068970 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -3069041.000000 Penalty: 3289.800293
	Iteration 25Q: 3 clusters Score -3069041 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -3069118.250000 Penalty: 3289.800293
	Iteration 26Q: 3 clusters Score -3069118 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -3069216.500000 Penalty: 3289.800293
	Iteration 27Q: 3 clusters Score -3069216 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -3069320.750000 Penalty: 3289.800293
	Iteration 28Q: 3 clusters Score -3069321 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -3069436.500000 Penalty: 3289.800293
	Iteration 29Q: 3 clusters Score -3069436 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -3069576.500000 Penalty: 3289.800293
	Iteration 30Q: 3 clusters Score -3069576 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -3069695.000000 Penalty: 3289.800293
	Iteration 31Q: 3 clusters Score -3069695 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -3069827.750000 Penalty: 3289.800293
	Iteration 32Q: 3 clusters Score -3069828 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -3069969.750000 Penalty: 3289.800293
	Iteration 33Q: 3 clusters Score -3069970 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -3070118.000000 Penalty: 3289.800293
	Iteration 34Q: 3 clusters Score -3070118 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -3070299.250000 Penalty: 3289.800293
	Iteration 35Q: 3 clusters Score -3070299 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -3070486.250000 Penalty: 3289.800293
	Iteration 36Q: 3 clusters Score -3070486 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3070707.500000 Penalty: 3289.800293
	Iteration 37Q: 3 clusters Score -3070708 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -3070886.500000 Penalty: 3289.800293
	Iteration 38Q: 3 clusters Score -3070886 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3071060.500000 Penalty: 3289.800293
	Iteration 39Q: 3 clusters Score -3071060 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3071224.250000 Penalty: 3289.800293
	Iteration 40F: 3 clusters Score -3071224 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3071392.250000 Penalty: 3289.800293
	Iteration 41Q: 3 clusters Score -3071392 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3071533.500000 Penalty: 3289.800293
	Iteration 42Q: 3 clusters Score -3071534 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3071655.500000 Penalty: 3289.800293
	Iteration 43Q: 3 clusters Score -3071656 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3071771.250000 Penalty: 3289.800293
	Iteration 44Q: 3 clusters Score -3071771 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3071855.250000 Penalty: 3289.800293
	Iteration 45Q: 3 clusters Score -3071855 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3071925.500000 Penalty: 3289.800293
	Iteration 46Q: 3 clusters Score -3071926 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3071976.000000 Penalty: 3289.800293
	Iteration 47Q: 3 clusters Score -3071976 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3072025.500000 Penalty: 3289.800293
	Iteration 48Q: 3 clusters Score -3072026 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3072068.500000 Penalty: 3289.800293
	Iteration 49Q: 3 clusters Score -3072068 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3072093.000000 Penalty: 3289.800293
	Iteration 50Q: 3 clusters Score -3072093 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3072111.250000 Penalty: 3289.800293
	Iteration 51Q: 3 clusters Score -3072111 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3072135.000000 Penalty: 3289.800293
	Iteration 52Q: 3 clusters Score -3072135 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3072145.750000 Penalty: 3289.800293
	Iteration 53Q: 3 clusters Score -3072146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3072166.500000 Penalty: 3289.800293
	Iteration 54Q: 3 clusters Score -3072166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3072172.000000 Penalty: 3289.800293
	Iteration 55Q: 3 clusters Score -3072172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3072172.000000 Penalty: 3289.800293
	Iteration 56Q: 3 clusters Score -3072172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3072179.750000 Penalty: 3289.800293
	Iteration 57Q: 3 clusters Score -3072180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3072187.250000 Penalty: 3289.800293
	Iteration 58Q: 3 clusters Score -3072187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3072188.000000 Penalty: 3289.800293
	Iteration 59Q: 3 clusters Score -3072188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3072190.750000 Penalty: 3289.800293
	Iteration 60F: 3 clusters Score -3072191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3072192.500000 Penalty: 3289.800293
	Iteration 61Q: 3 clusters Score -3072192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3072195.750000 Penalty: 3289.800293
	Iteration 62Q: 3 clusters Score -3072196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3072201.500000 Penalty: 3289.800293
	Iteration 63Q: 3 clusters Score -3072202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3072204.250000 Penalty: 3289.800293
	Iteration 64Q: 3 clusters Score -3072204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3072205.000000 Penalty: 3289.800293
	Iteration 65Q: 3 clusters Score -3072205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3072203.000000 Penalty: 3289.800293
	Iteration 66Q: 3 clusters Score -3072203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3072203.000000 Penalty: 3289.800293
	Iteration 67Q: 3 clusters Score -3072203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3072201.750000 Penalty: 3289.800293
	Iteration 68Q: 3 clusters Score -3072202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3072205.250000 Penalty: 3289.800293
	Iteration 69Q: 3 clusters Score -3072205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3072206.250000 Penalty: 3289.800293
	Iteration 70Q: 3 clusters Score -3072206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3072205.250000 Penalty: 3289.800293
	Iteration 71Q: 3 clusters Score -3072205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3072210.750000 Penalty: 3289.800293
	Iteration 72Q: 3 clusters Score -3072211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3072211.750000 Penalty: 3289.800293
	Iteration 73Q: 3 clusters Score -3072212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3072211.250000 Penalty: 3289.800293
	Iteration 74Q: 3 clusters Score -3072211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3072211.000000 Penalty: 3289.800293
	Iteration 75Q: 3 clusters Score -3072211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3072214.500000 Penalty: 3289.800293
	Iteration 76Q: 3 clusters Score -3072214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3072215.000000 Penalty: 3289.800293
	Iteration 77Q: 3 clusters Score -3072215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3072216.500000 Penalty: 3289.800293
	Iteration 78Q: 3 clusters Score -3072216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3072219.000000 Penalty: 3289.800293
	Iteration 79Q: 3 clusters Score -3072219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3072217.000000 Penalty: 3289.800293
	Iteration 80F: 3 clusters Score -3072217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3072221.750000 Penalty: 3289.800293
	Iteration 81Q: 3 clusters Score -3072222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3072225.250000 Penalty: 3289.800293
	Iteration 82Q: 3 clusters Score -3072225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3072224.250000 Penalty: 3289.800293
	Iteration 83Q: 3 clusters Score -3072224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3072224.500000 Penalty: 3289.800293
	Iteration 84Q: 3 clusters Score -3072224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3072223.500000 Penalty: 3289.800293
	Iteration 85Q: 3 clusters Score -3072224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3072225.000000 Penalty: 3289.800293
	Iteration 86Q: 3 clusters Score -3072225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3072225.000000 Penalty: 3289.800293
	Iteration 87Q: 3 clusters Score -3072225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3072229.250000 Penalty: 3289.800293
	Iteration 88Q: 3 clusters Score -3072229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3072228.250000 Penalty: 3289.800293
	Iteration 89Q: 3 clusters Score -3072228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3072232.750000 Penalty: 3289.800293
	Iteration 90Q: 3 clusters Score -3072233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3072233.500000 Penalty: 3289.800293
	Iteration 91Q: 3 clusters Score -3072234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3072228.250000 Penalty: 3289.800293
	Iteration 92Q: 3 clusters Score -3072228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3072231.250000 Penalty: 3289.800293
	Iteration 93Q: 3 clusters Score -3072231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3072234.500000 Penalty: 3289.800293
	Iteration 94Q: 3 clusters Score -3072234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3072234.500000 Penalty: 3289.800293
	Iteration 95F: 3 clusters Score -3072234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Entering Unmasked Estep 
Score: -1777557.125000 Penalty: 1554.255981
	Iteration 0F: 2 clusters Score -1777557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1767613.250000 Penalty: 3108.511963
	Iteration 0F: 3 clusters Score -1767613 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1771581.000000 Penalty: 3108.511963
	Iteration 1F: 3 clusters Score -1771581 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1772285.500000 Penalty: 3108.511963
	Iteration 2F: 3 clusters Score -1772286 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1772970.875000 Penalty: 3108.511963
	Iteration 3F: 3 clusters Score -1772971 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1773558.125000 Penalty: 3108.511963
	Iteration 4F: 3 clusters Score -1773558 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1774058.000000 Penalty: 3108.511963
	Iteration 5F: 3 clusters Score -1774058 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1774420.250000 Penalty: 3108.511963
	Iteration 6F: 3 clusters Score -1774420 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1774687.875000 Penalty: 3108.511963
	Iteration 7Q: 3 clusters Score -1774688 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1774915.625000 Penalty: 3108.511963
	Iteration 8Q: 3 clusters Score -1774916 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1775102.125000 Penalty: 3108.511963
	Iteration 9Q: 3 clusters Score -1775102 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1775229.875000 Penalty: 3108.511963
	Iteration 10Q: 3 clusters Score -1775230 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1775343.500000 Penalty: 3108.511963
	Iteration 11Q: 3 clusters Score -1775344 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1775429.000000 Penalty: 3108.511963
	Iteration 12Q: 3 clusters Score -1775429 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1775487.750000 Penalty: 3108.511963
	Iteration 13Q: 3 clusters Score -1775488 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1775546.875000 Penalty: 3108.511963
	Iteration 14Q: 3 clusters Score -1775547 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1775602.375000 Penalty: 3108.511963
	Iteration 15Q: 3 clusters Score -1775602 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1775659.250000 Penalty: 3108.511963
	Iteration 16Q: 3 clusters Score -1775659 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1775712.500000 Penalty: 3108.511963
	Iteration 17Q: 3 clusters Score -1775712 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1775766.250000 Penalty: 3108.511963
	Iteration 18Q: 3 clusters Score -1775766 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1775828.000000 Penalty: 3108.511963
	Iteration 19Q: 3 clusters Score -1775828 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1775890.125000 Penalty: 3108.511963
	Iteration 20F: 3 clusters Score -1775890 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1775964.750000 Penalty: 3108.511963
	Iteration 21Q: 3 clusters Score -1775965 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1776045.875000 Penalty: 3108.511963
	Iteration 22Q: 3 clusters Score -1776046 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1776138.625000 Penalty: 3108.511963
	Iteration 23Q: 3 clusters Score -1776139 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1776253.750000 Penalty: 3108.511963
	Iteration 24Q: 3 clusters Score -1776254 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1776361.375000 Penalty: 3108.511963
	Iteration 25Q: 3 clusters Score -1776361 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1776460.875000 Penalty: 3108.511963
	Iteration 26Q: 3 clusters Score -1776461 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1776553.875000 Penalty: 3108.511963
	Iteration 27Q: 3 clusters Score -1776554 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1776643.875000 Penalty: 3108.511963
	Iteration 28Q: 3 clusters Score -1776644 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1776716.750000 Penalty: 3108.511963
	Iteration 29Q: 3 clusters Score -1776717 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1776790.375000 Penalty: 3108.511963
	Iteration 30Q: 3 clusters Score -1776790 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1776856.375000 Penalty: 3108.511963
	Iteration 31Q: 3 clusters Score -1776856 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1776901.875000 Penalty: 3108.511963
	Iteration 32Q: 3 clusters Score -1776902 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1776945.750000 Penalty: 3108.511963
	Iteration 33Q: 3 clusters Score -1776946 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1776978.000000 Penalty: 3108.511963
	Iteration 34Q: 3 clusters Score -1776978 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1777004.375000 Penalty: 3108.511963
	Iteration 35Q: 3 clusters Score -1777004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1777022.250000 Penalty: 3108.511963
	Iteration 36Q: 3 clusters Score -1777022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1777042.375000 Penalty: 3108.511963
	Iteration 37Q: 3 clusters Score -1777042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1777060.250000 Penalty: 3108.511963
	Iteration 38Q: 3 clusters Score -1777060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1777072.625000 Penalty: 3108.511963
	Iteration 39Q: 3 clusters Score -1777073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1777084.375000 Penalty: 3108.511963
	Iteration 40F: 3 clusters Score -1777084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1777095.500000 Penalty: 3108.511963
	Iteration 41Q: 3 clusters Score -1777096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1777104.875000 Penalty: 3108.511963
	Iteration 42Q: 3 clusters Score -1777105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1777115.375000 Penalty: 3108.511963
	Iteration 43Q: 3 clusters Score -1777115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1777122.750000 Penalty: 3108.511963
	Iteration 44Q: 3 clusters Score -1777123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1777128.250000 Penalty: 3108.511963
	Iteration 45Q: 3 clusters Score -1777128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1777131.750000 Penalty: 3108.511963
	Iteration 46Q: 3 clusters Score -1777132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1777143.750000 Penalty: 3108.511963
	Iteration 47Q: 3 clusters Score -1777144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1777153.125000 Penalty: 3108.511963
	Iteration 48Q: 3 clusters Score -1777153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1777154.125000 Penalty: 3108.511963
	Iteration 49Q: 3 clusters Score -1777154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1777156.375000 Penalty: 3108.511963
	Iteration 50Q: 3 clusters Score -1777156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1777159.500000 Penalty: 3108.511963
	Iteration 51Q: 3 clusters Score -1777160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1777163.250000 Penalty: 3108.511963
	Iteration 52Q: 3 clusters Score -1777163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1777164.000000 Penalty: 3108.511963
	Iteration 53Q: 3 clusters Score -1777164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1777164.500000 Penalty: 3108.511963
	Iteration 54Q: 3 clusters Score -1777164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1777166.250000 Penalty: 3108.511963
	Iteration 55Q: 3 clusters Score -1777166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1777167.000000 Penalty: 3108.511963
	Iteration 56Q: 3 clusters Score -1777167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1777169.000000 Penalty: 3108.511963
	Iteration 57Q: 3 clusters Score -1777169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1777168.500000 Penalty: 3108.511963
	Iteration 58Q: 3 clusters Score -1777168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1777170.750000 Penalty: 3108.511963
	Iteration 59Q: 3 clusters Score -1777171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1777170.500000 Penalty: 3108.511963
	Iteration 60F: 3 clusters Score -1777170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1777172.375000 Penalty: 3108.511963
	Iteration 61Q: 3 clusters Score -1777172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1777172.375000 Penalty: 3108.511963
	Iteration 62F: 3 clusters Score -1777172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Entering Unmasked Estep 
Score: -339023.187500 Penalty: 1297.031616
	Iteration 0F: 2 clusters Score -339023.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -336341.250000 Penalty: 2594.063232
	Iteration 0F: 3 clusters Score -336341.2 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -336997.968750 Penalty: 2594.063232
	Iteration 1F: 3 clusters Score -336998 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -337176.468750 Penalty: 2594.063232
	Iteration 2F: 3 clusters Score -337176.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -337298.187500 Penalty: 2594.063232
	Iteration 3F: 3 clusters Score -337298.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -337380.250000 Penalty: 2594.063232
	Iteration 4Q: 3 clusters Score -337380.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -337456.968750 Penalty: 2594.063232
	Iteration 5Q: 3 clusters Score -337457 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -337512.531250 Penalty: 2594.063232
	Iteration 6Q: 3 clusters Score -337512.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -337563.750000 Penalty: 2594.063232
	Iteration 7Q: 3 clusters Score -337563.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -337607.000000 Penalty: 2594.063232
	Iteration 8Q: 3 clusters Score -337607 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -337649.468750 Penalty: 2594.063232
	Iteration 9Q: 3 clusters Score -337649.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -337684.656250 Penalty: 2594.063232
	Iteration 10Q: 3 clusters Score -337684.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -337720.531250 Penalty: 2594.063232
	Iteration 11Q: 3 clusters Score -337720.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -337752.843750 Penalty: 2594.063232
	Iteration 12Q: 3 clusters Score -337752.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -337780.437500 Penalty: 2594.063232
	Iteration 13Q: 3 clusters Score -337780.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -337800.000000 Penalty: 2594.063232
	Iteration 14Q: 3 clusters Score -337800 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -337820.875000 Penalty: 2594.063232
	Iteration 15Q: 3 clusters Score -337820.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -337834.562500 Penalty: 2594.063232
	Iteration 16Q: 3 clusters Score -337834.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -337856.625000 Penalty: 2594.063232
	Iteration 17Q: 3 clusters Score -337856.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -337879.781250 Penalty: 2594.063232
	Iteration 18Q: 3 clusters Score -337879.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -337905.062500 Penalty: 2594.063232
	Iteration 19Q: 3 clusters Score -337905.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -337931.781250 Penalty: 2594.063232
	Iteration 20F: 3 clusters Score -337931.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -337962.250000 Penalty: 2594.063232
	Iteration 21Q: 3 clusters Score -337962.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -337988.718750 Penalty: 2594.063232
	Iteration 22Q: 3 clusters Score -337988.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -338013.156250 Penalty: 2594.063232
	Iteration 23Q: 3 clusters Score -338013.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -338041.437500 Penalty: 2594.063232
	Iteration 24Q: 3 clusters Score -338041.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -338064.750000 Penalty: 2594.063232
	Iteration 25Q: 3 clusters Score -338064.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -338078.093750 Penalty: 2594.063232
	Iteration 26Q: 3 clusters Score -338078.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -338095.656250 Penalty: 2594.063232
	Iteration 27Q: 3 clusters Score -338095.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -338113.781250 Penalty: 2594.063232
	Iteration 28Q: 3 clusters Score -338113.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -338129.718750 Penalty: 2594.063232
	Iteration 29Q: 3 clusters Score -338129.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -338148.468750 Penalty: 2594.063232
	Iteration 30Q: 3 clusters Score -338148.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -338158.593750 Penalty: 2594.063232
	Iteration 31Q: 3 clusters Score -338158.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -338166.250000 Penalty: 2594.063232
	Iteration 32Q: 3 clusters Score -338166.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -338179.062500 Penalty: 2594.063232
	Iteration 33Q: 3 clusters Score -338179.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -338183.718750 Penalty: 2594.063232
	Iteration 34Q: 3 clusters Score -338183.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -338186.125000 Penalty: 2594.063232
	Iteration 35Q: 3 clusters Score -338186.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -338190.718750 Penalty: 2594.063232
	Iteration 36Q: 3 clusters Score -338190.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -338192.062500 Penalty: 2594.063232
	Iteration 37Q: 3 clusters Score -338192.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -338193.187500 Penalty: 2594.063232
	Iteration 38Q: 3 clusters Score -338193.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -338195.000000 Penalty: 2594.063232
	Iteration 39Q: 3 clusters Score -338195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -338196.468750 Penalty: 2594.063232
	Iteration 40F: 3 clusters Score -338196.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -338196.687500 Penalty: 2594.063232
	Iteration 41Q: 3 clusters Score -338196.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -338196.687500 Penalty: 2594.063232
	Iteration 42F: 3 clusters Score -338196.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -45365.917969 Penalty: 979.595215
	Iteration 0F: 2 clusters Score -45365.92 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 202 members 
Entering Unmasked Estep 
Score: -44385.117188 Penalty: 1959.190430
	Iteration 0F: 3 clusters Score -44385.12 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44550.371094 Penalty: 1959.190430
	Iteration 1F: 3 clusters Score -44550.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44609.214844 Penalty: 1959.190430
	Iteration 2F: 3 clusters Score -44609.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -44626.300781 Penalty: 1959.190430
	Iteration 3Q: 3 clusters Score -44626.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44632.019531 Penalty: 1959.190430
	Iteration 4Q: 3 clusters Score -44632.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -44637.574219 Penalty: 1959.190430
	Iteration 5Q: 3 clusters Score -44637.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -44637.574219 Penalty: 1959.190430
	Iteration 6F: 3 clusters Score -44637.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Entering Unmasked Estep 
Score: -997257.750000 Penalty: 1461.955933
	Iteration 0F: 2 clusters Score -997257.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -991344.500000 Penalty: 2923.911865
	Iteration 0F: 3 clusters Score -991344.5 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -993112.125000 Penalty: 2923.911865
	Iteration 1F: 3 clusters Score -993112.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -993386.875000 Penalty: 2923.911865
	Iteration 2F: 3 clusters Score -993386.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -993652.250000 Penalty: 2923.911865
	Iteration 3F: 3 clusters Score -993652.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -993935.437500 Penalty: 2923.911865
	Iteration 4F: 3 clusters Score -993935.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -994237.875000 Penalty: 2923.911865
	Iteration 5F: 3 clusters Score -994237.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -994558.812500 Penalty: 2923.911865
	Iteration 6F: 3 clusters Score -994558.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -994915.312500 Penalty: 2923.911865
	Iteration 7F: 3 clusters Score -994915.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -995228.437500 Penalty: 2923.911865
	Iteration 8F: 3 clusters Score -995228.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -995495.687500 Penalty: 2923.911865
	Iteration 9Q: 3 clusters Score -995495.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -995704.875000 Penalty: 2923.911865
	Iteration 10Q: 3 clusters Score -995704.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -995833.875000 Penalty: 2923.911865
	Iteration 11Q: 3 clusters Score -995833.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -995910.062500 Penalty: 2923.911865
	Iteration 12Q: 3 clusters Score -995910.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -995965.812500 Penalty: 2923.911865
	Iteration 13Q: 3 clusters Score -995965.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -996003.187500 Penalty: 2923.911865
	Iteration 14Q: 3 clusters Score -996003.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -996038.125000 Penalty: 2923.911865
	Iteration 15Q: 3 clusters Score -996038.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -996070.125000 Penalty: 2923.911865
	Iteration 16Q: 3 clusters Score -996070.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -996088.875000 Penalty: 2923.911865
	Iteration 17Q: 3 clusters Score -996088.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -996101.437500 Penalty: 2923.911865
	Iteration 18Q: 3 clusters Score -996101.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -996113.562500 Penalty: 2923.911865
	Iteration 19Q: 3 clusters Score -996113.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -996121.812500 Penalty: 2923.911865
	Iteration 20F: 3 clusters Score -996121.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -996128.000000 Penalty: 2923.911865
	Iteration 21Q: 3 clusters Score -996128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -996134.312500 Penalty: 2923.911865
	Iteration 22Q: 3 clusters Score -996134.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -996136.437500 Penalty: 2923.911865
	Iteration 23Q: 3 clusters Score -996136.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -996139.687500 Penalty: 2923.911865
	Iteration 24Q: 3 clusters Score -996139.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -996145.250000 Penalty: 2923.911865
	Iteration 25Q: 3 clusters Score -996145.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -996150.312500 Penalty: 2923.911865
	Iteration 26Q: 3 clusters Score -996150.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -996151.937500 Penalty: 2923.911865
	Iteration 27Q: 3 clusters Score -996151.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -996154.125000 Penalty: 2923.911865
	Iteration 28Q: 3 clusters Score -996154.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -996156.250000 Penalty: 2923.911865
	Iteration 29Q: 3 clusters Score -996156.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -996159.500000 Penalty: 2923.911865
	Iteration 30Q: 3 clusters Score -996159.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -996159.187500 Penalty: 2923.911865
	Iteration 31Q: 3 clusters Score -996159.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -996160.250000 Penalty: 2923.911865
	Iteration 32Q: 3 clusters Score -996160.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -996161.250000 Penalty: 2923.911865
	Iteration 33Q: 3 clusters Score -996161.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -996161.250000 Penalty: 2923.911865
	Iteration 34F: 3 clusters Score -996161.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -27532.384766 Penalty: 950.046326
	Iteration 0F: 2 clusters Score -27532.38 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 173 members 
Entering Unmasked Estep 
Score: -26657.208984 Penalty: 1900.092651
	Iteration 0F: 3 clusters Score -26657.21 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -26910.539062 Penalty: 1900.092651
	Iteration 1F: 3 clusters Score -26910.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26987.941406 Penalty: 1900.092651
	Iteration 2F: 3 clusters Score -26987.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27035.226562 Penalty: 1900.092651
	Iteration 3Q: 3 clusters Score -27035.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27051.761719 Penalty: 1900.092651
	Iteration 4Q: 3 clusters Score -27051.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -27088.275391 Penalty: 1900.092651
	Iteration 5Q: 3 clusters Score -27088.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -27181.064453 Penalty: 1900.092651
	Iteration 6Q: 3 clusters Score -27181.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -27309.904297 Penalty: 1900.092651
	Iteration 7Q: 3 clusters Score -27309.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -27346.734375 Penalty: 1900.092651
	Iteration 8Q: 3 clusters Score -27346.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27373.208984 Penalty: 1900.092651
	Iteration 9Q: 3 clusters Score -27373.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27381.798828 Penalty: 1900.092651
	Iteration 10Q: 3 clusters Score -27381.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -27395.025391 Penalty: 1900.092651
	Iteration 11Q: 3 clusters Score -27395.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -27415.443359 Penalty: 1900.092651
	Iteration 12Q: 3 clusters Score -27415.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -27423.341797 Penalty: 1900.092651
	Iteration 13Q: 3 clusters Score -27423.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -27435.837891 Penalty: 1900.092651
	Iteration 14Q: 3 clusters Score -27435.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -27445.939453 Penalty: 1900.092651
	Iteration 15Q: 3 clusters Score -27445.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -27445.939453 Penalty: 1900.092651
	Iteration 16F: 3 clusters Score -27445.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -64743.511719 Penalty: 1032.018921
	Iteration 0F: 2 clusters Score -64743.51 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 303 members 
Entering Unmasked Estep 
Score: -63660.769531 Penalty: 2064.037842
	Iteration 0F: 3 clusters Score -63660.77 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -63871.800781 Penalty: 2064.037842
	Iteration 1F: 3 clusters Score -63871.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -63964.453125 Penalty: 2064.037842
	Iteration 2F: 3 clusters Score -63964.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -64026.222656 Penalty: 2064.037842
	Iteration 3Q: 3 clusters Score -64026.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64121.019531 Penalty: 2064.037842
	Iteration 4Q: 3 clusters Score -64121.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -64240.753906 Penalty: 2064.037842
	Iteration 5Q: 3 clusters Score -64240.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -64324.191406 Penalty: 2064.037842
	Iteration 6Q: 3 clusters Score -64324.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64408.859375 Penalty: 2064.037842
	Iteration 7Q: 3 clusters Score -64408.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -64488.679688 Penalty: 2064.037842
	Iteration 8Q: 3 clusters Score -64488.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -64538.367188 Penalty: 2064.037842
	Iteration 9Q: 3 clusters Score -64538.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -64573.851562 Penalty: 2064.037842
	Iteration 10Q: 3 clusters Score -64573.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -64586.804688 Penalty: 2064.037842
	Iteration 11Q: 3 clusters Score -64586.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -64595.957031 Penalty: 2064.037842
	Iteration 12Q: 3 clusters Score -64595.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -64600.472656 Penalty: 2064.037842
	Iteration 13Q: 3 clusters Score -64600.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -64604.746094 Penalty: 2064.037842
	Iteration 14Q: 3 clusters Score -64604.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -64606.679688 Penalty: 2064.037842
	Iteration 15Q: 3 clusters Score -64606.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -64611.382812 Penalty: 2064.037842
	Iteration 16Q: 3 clusters Score -64611.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -64613.355469 Penalty: 2064.037842
	Iteration 17Q: 3 clusters Score -64613.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -64616.781250 Penalty: 2064.037842
	Iteration 18F: 3 clusters Score -64616.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -64624.234375 Penalty: 2064.037842
	Iteration 19Q: 3 clusters Score -64624.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -64625.324219 Penalty: 2064.037842
	Iteration 20F: 3 clusters Score -64625.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -64625.519531 Penalty: 2064.037842
	Iteration 21Q: 3 clusters Score -64625.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -64625.921875 Penalty: 2064.037842
	Iteration 22Q: 3 clusters Score -64625.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -64625.921875 Penalty: 2064.037842
	Iteration 23F: 3 clusters Score -64625.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -89780.765625 Penalty: 1078.767334
	Iteration 0F: 2 clusters Score -89780.77 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 388 members 
Entering Unmasked Estep 
Score: -88509.210938 Penalty: 2157.534668
	Iteration 0F: 3 clusters Score -88509.21 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -88756.679688 Penalty: 2157.534668
	Iteration 1F: 3 clusters Score -88756.68 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -88846.476562 Penalty: 2157.534668
	Iteration 2F: 3 clusters Score -88846.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -88901.281250 Penalty: 2157.534668
	Iteration 3Q: 3 clusters Score -88901.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -88921.820312 Penalty: 2157.534668
	Iteration 4Q: 3 clusters Score -88921.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -88934.125000 Penalty: 2157.534668
	Iteration 5Q: 3 clusters Score -88934.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -88941.859375 Penalty: 2157.534668
	Iteration 6Q: 3 clusters Score -88941.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -88946.929688 Penalty: 2157.534668
	Iteration 7Q: 3 clusters Score -88946.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -88949.750000 Penalty: 2157.534668
	Iteration 8Q: 3 clusters Score -88949.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -88951.257812 Penalty: 2157.534668
	Iteration 9Q: 3 clusters Score -88951.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -88951.882812 Penalty: 2157.534668
	Iteration 10Q: 3 clusters Score -88951.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -88952.890625 Penalty: 2157.534668
	Iteration 11Q: 3 clusters Score -88952.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -88952.890625 Penalty: 2157.534668
	Iteration 12F: 3 clusters Score -88952.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Entering Unmasked Estep 
Score: -598563.187500 Penalty: 1377.376465
	Iteration 0F: 2 clusters Score -598563.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -594662.625000 Penalty: 2754.752930
	Iteration 0F: 3 clusters Score -594662.6 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -595720.750000 Penalty: 2754.752930
	Iteration 1F: 3 clusters Score -595720.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -595926.125000 Penalty: 2754.752930
	Iteration 2F: 3 clusters Score -595926.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -596093.312500 Penalty: 2754.752930
	Iteration 3F: 3 clusters Score -596093.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -596241.062500 Penalty: 2754.752930
	Iteration 4F: 3 clusters Score -596241.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -596392.812500 Penalty: 2754.752930
	Iteration 5Q: 3 clusters Score -596392.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -596515.500000 Penalty: 2754.752930
	Iteration 6Q: 3 clusters Score -596515.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -596615.312500 Penalty: 2754.752930
	Iteration 7Q: 3 clusters Score -596615.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -596688.187500 Penalty: 2754.752930
	Iteration 8Q: 3 clusters Score -596688.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -596746.812500 Penalty: 2754.752930
	Iteration 9Q: 3 clusters Score -596746.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -596779.687500 Penalty: 2754.752930
	Iteration 10Q: 3 clusters Score -596779.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -596813.062500 Penalty: 2754.752930
	Iteration 11Q: 3 clusters Score -596813.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -596836.437500 Penalty: 2754.752930
	Iteration 12Q: 3 clusters Score -596836.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -596854.312500 Penalty: 2754.752930
	Iteration 13Q: 3 clusters Score -596854.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -596872.562500 Penalty: 2754.752930
	Iteration 14Q: 3 clusters Score -596872.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -596887.437500 Penalty: 2754.752930
	Iteration 15Q: 3 clusters Score -596887.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -596903.500000 Penalty: 2754.752930
	Iteration 16Q: 3 clusters Score -596903.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -596917.500000 Penalty: 2754.752930
	Iteration 17Q: 3 clusters Score -596917.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -596927.500000 Penalty: 2754.752930
	Iteration 18Q: 3 clusters Score -596927.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -596939.875000 Penalty: 2754.752930
	Iteration 19Q: 3 clusters Score -596939.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -596953.750000 Penalty: 2754.752930
	Iteration 20F: 3 clusters Score -596953.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -596967.625000 Penalty: 2754.752930
	Iteration 21Q: 3 clusters Score -596967.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -596977.875000 Penalty: 2754.752930
	Iteration 22Q: 3 clusters Score -596977.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -596988.187500 Penalty: 2754.752930
	Iteration 23Q: 3 clusters Score -596988.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -596998.437500 Penalty: 2754.752930
	Iteration 24Q: 3 clusters Score -596998.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -597005.687500 Penalty: 2754.752930
	Iteration 25Q: 3 clusters Score -597005.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -597008.875000 Penalty: 2754.752930
	Iteration 26Q: 3 clusters Score -597008.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -597011.437500 Penalty: 2754.752930
	Iteration 27Q: 3 clusters Score -597011.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -597013.437500 Penalty: 2754.752930
	Iteration 28Q: 3 clusters Score -597013.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -597013.812500 Penalty: 2754.752930
	Iteration 29Q: 3 clusters Score -597013.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -597013.625000 Penalty: 2754.752930
	Iteration 30Q: 3 clusters Score -597013.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -597013.875000 Penalty: 2754.752930
	Iteration 31Q: 3 clusters Score -597013.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -597014.500000 Penalty: 2754.752930
	Iteration 32Q: 3 clusters Score -597014.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -597015.750000 Penalty: 2754.752930
	Iteration 33Q: 3 clusters Score -597015.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -597016.937500 Penalty: 2754.752930
	Iteration 34Q: 3 clusters Score -597016.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -597016.625000 Penalty: 2754.752930
	Iteration 35Q: 3 clusters Score -597016.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -597016.750000 Penalty: 2754.752930
	Iteration 36Q: 3 clusters Score -597016.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -597017.437500 Penalty: 2754.752930
	Iteration 37Q: 3 clusters Score -597017.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -597019.250000 Penalty: 2754.752930
	Iteration 38Q: 3 clusters Score -597019.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -597019.937500 Penalty: 2754.752930
	Iteration 39Q: 3 clusters Score -597019.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -597020.250000 Penalty: 2754.752930
	Iteration 40F: 3 clusters Score -597020.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -597019.375000 Penalty: 2754.752930
	Iteration 41Q: 3 clusters Score -597019.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -597022.937500 Penalty: 2754.752930
	Iteration 42Q: 3 clusters Score -597022.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -597023.375000 Penalty: 2754.752930
	Iteration 43Q: 3 clusters Score -597023.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -597025.250000 Penalty: 2754.752930
	Iteration 44Q: 3 clusters Score -597025.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -597028.687500 Penalty: 2754.752930
	Iteration 45Q: 3 clusters Score -597028.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -597029.937500 Penalty: 2754.752930
	Iteration 46Q: 3 clusters Score -597029.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -597032.000000 Penalty: 2754.752930
	Iteration 47Q: 3 clusters Score -597032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -597033.375000 Penalty: 2754.752930
	Iteration 48Q: 3 clusters Score -597033.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -597034.812500 Penalty: 2754.752930
	Iteration 49Q: 3 clusters Score -597034.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -597036.500000 Penalty: 2754.752930
	Iteration 50Q: 3 clusters Score -597036.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -597038.937500 Penalty: 2754.752930
	Iteration 51Q: 3 clusters Score -597038.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -597038.625000 Penalty: 2754.752930
	Iteration 52Q: 3 clusters Score -597038.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -597039.875000 Penalty: 2754.752930
	Iteration 53Q: 3 clusters Score -597039.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -597041.250000 Penalty: 2754.752930
	Iteration 54Q: 3 clusters Score -597041.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -597041.562500 Penalty: 2754.752930
	Iteration 55Q: 3 clusters Score -597041.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -597045.562500 Penalty: 2754.752930
	Iteration 56Q: 3 clusters Score -597045.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -597048.375000 Penalty: 2754.752930
	Iteration 57Q: 3 clusters Score -597048.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -597052.500000 Penalty: 2754.752930
	Iteration 58Q: 3 clusters Score -597052.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -597054.750000 Penalty: 2754.752930
	Iteration 59Q: 3 clusters Score -597054.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -597057.062500 Penalty: 2754.752930
	Iteration 60F: 3 clusters Score -597057.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -597059.187500 Penalty: 2754.752930
	Iteration 61Q: 3 clusters Score -597059.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -597059.750000 Penalty: 2754.752930
	Iteration 62Q: 3 clusters Score -597059.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -597063.312500 Penalty: 2754.752930
	Iteration 63Q: 3 clusters Score -597063.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -597070.187500 Penalty: 2754.752930
	Iteration 64Q: 3 clusters Score -597070.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -597075.812500 Penalty: 2754.752930
	Iteration 65Q: 3 clusters Score -597075.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -597084.375000 Penalty: 2754.752930
	Iteration 66Q: 3 clusters Score -597084.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -597090.125000 Penalty: 2754.752930
	Iteration 67Q: 3 clusters Score -597090.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -597096.937500 Penalty: 2754.752930
	Iteration 68Q: 3 clusters Score -597096.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -597100.875000 Penalty: 2754.752930
	Iteration 69Q: 3 clusters Score -597100.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -597105.562500 Penalty: 2754.752930
	Iteration 70Q: 3 clusters Score -597105.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -597106.812500 Penalty: 2754.752930
	Iteration 71Q: 3 clusters Score -597106.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -597111.125000 Penalty: 2754.752930
	Iteration 72Q: 3 clusters Score -597111.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -597111.625000 Penalty: 2754.752930
	Iteration 73Q: 3 clusters Score -597111.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -597114.562500 Penalty: 2754.752930
	Iteration 74Q: 3 clusters Score -597114.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -597118.062500 Penalty: 2754.752930
	Iteration 75Q: 3 clusters Score -597118.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -597126.375000 Penalty: 2754.752930
	Iteration 76Q: 3 clusters Score -597126.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -597133.000000 Penalty: 2754.752930
	Iteration 77Q: 3 clusters Score -597133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -597136.312500 Penalty: 2754.752930
	Iteration 78Q: 3 clusters Score -597136.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -597139.812500 Penalty: 2754.752930
	Iteration 79Q: 3 clusters Score -597139.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -597143.437500 Penalty: 2754.752930
	Iteration 80F: 3 clusters Score -597143.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -597146.375000 Penalty: 2754.752930
	Iteration 81Q: 3 clusters Score -597146.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -597148.437500 Penalty: 2754.752930
	Iteration 82Q: 3 clusters Score -597148.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -597150.562500 Penalty: 2754.752930
	Iteration 83Q: 3 clusters Score -597150.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -597152.750000 Penalty: 2754.752930
	Iteration 84Q: 3 clusters Score -597152.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -597154.250000 Penalty: 2754.752930
	Iteration 85Q: 3 clusters Score -597154.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -597158.500000 Penalty: 2754.752930
	Iteration 86Q: 3 clusters Score -597158.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -597162.437500 Penalty: 2754.752930
	Iteration 87Q: 3 clusters Score -597162.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -597168.562500 Penalty: 2754.752930
	Iteration 88Q: 3 clusters Score -597168.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -597175.375000 Penalty: 2754.752930
	Iteration 89Q: 3 clusters Score -597175.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -597178.750000 Penalty: 2754.752930
	Iteration 90Q: 3 clusters Score -597178.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -597184.750000 Penalty: 2754.752930
	Iteration 91Q: 3 clusters Score -597184.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -597190.812500 Penalty: 2754.752930
	Iteration 92Q: 3 clusters Score -597190.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -597193.312500 Penalty: 2754.752930
	Iteration 93Q: 3 clusters Score -597193.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -597196.375000 Penalty: 2754.752930
	Iteration 94Q: 3 clusters Score -597196.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -597199.625000 Penalty: 2754.752930
	Iteration 95Q: 3 clusters Score -597199.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -597201.937500 Penalty: 2754.752930
	Iteration 96Q: 3 clusters Score -597201.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -597203.625000 Penalty: 2754.752930
	Iteration 97Q: 3 clusters Score -597203.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -597205.375000 Penalty: 2754.752930
	Iteration 98Q: 3 clusters Score -597205.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -597207.937500 Penalty: 2754.752930
	Iteration 99Q: 3 clusters Score -597207.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -597209.625000 Penalty: 2754.752930
	Iteration 100F: 3 clusters Score -597209.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -597211.687500 Penalty: 2754.752930
	Iteration 101Q: 3 clusters Score -597211.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -597215.125000 Penalty: 2754.752930
	Iteration 102Q: 3 clusters Score -597215.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -597217.625000 Penalty: 2754.752930
	Iteration 103Q: 3 clusters Score -597217.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -597223.500000 Penalty: 2754.752930
	Iteration 104Q: 3 clusters Score -597223.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -597224.375000 Penalty: 2754.752930
	Iteration 105Q: 3 clusters Score -597224.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -597227.812500 Penalty: 2754.752930
	Iteration 106Q: 3 clusters Score -597227.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -597230.500000 Penalty: 2754.752930
	Iteration 107Q: 3 clusters Score -597230.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -597232.625000 Penalty: 2754.752930
	Iteration 108Q: 3 clusters Score -597232.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -597234.875000 Penalty: 2754.752930
	Iteration 109Q: 3 clusters Score -597234.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -597236.250000 Penalty: 2754.752930
	Iteration 110Q: 3 clusters Score -597236.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -597237.375000 Penalty: 2754.752930
	Iteration 111Q: 3 clusters Score -597237.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -597238.312500 Penalty: 2754.752930
	Iteration 112Q: 3 clusters Score -597238.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -597239.875000 Penalty: 2754.752930
	Iteration 113Q: 3 clusters Score -597239.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -597240.812500 Penalty: 2754.752930
	Iteration 114Q: 3 clusters Score -597240.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -597241.562500 Penalty: 2754.752930
	Iteration 115Q: 3 clusters Score -597241.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -597243.250000 Penalty: 2754.752930
	Iteration 116Q: 3 clusters Score -597243.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -597244.250000 Penalty: 2754.752930
	Iteration 117Q: 3 clusters Score -597244.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -597245.875000 Penalty: 2754.752930
	Iteration 118Q: 3 clusters Score -597245.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -597247.187500 Penalty: 2754.752930
	Iteration 119Q: 3 clusters Score -597247.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -597247.312500 Penalty: 2754.752930
	Iteration 120F: 3 clusters Score -597247.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -597249.437500 Penalty: 2754.752930
	Iteration 121Q: 3 clusters Score -597249.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -597251.875000 Penalty: 2754.752930
	Iteration 122Q: 3 clusters Score -597251.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -597254.812500 Penalty: 2754.752930
	Iteration 123Q: 3 clusters Score -597254.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -597258.562500 Penalty: 2754.752930
	Iteration 124Q: 3 clusters Score -597258.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -597260.187500 Penalty: 2754.752930
	Iteration 125Q: 3 clusters Score -597260.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -597261.625000 Penalty: 2754.752930
	Iteration 126Q: 3 clusters Score -597261.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -597264.250000 Penalty: 2754.752930
	Iteration 127Q: 3 clusters Score -597264.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -597265.687500 Penalty: 2754.752930
	Iteration 128Q: 3 clusters Score -597265.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -597266.937500 Penalty: 2754.752930
	Iteration 129Q: 3 clusters Score -597266.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -597267.250000 Penalty: 2754.752930
	Iteration 130Q: 3 clusters Score -597267.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -597268.187500 Penalty: 2754.752930
	Iteration 131Q: 3 clusters Score -597268.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -597267.500000 Penalty: 2754.752930
	Iteration 132Q: 3 clusters Score -597267.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -597267.625000 Penalty: 2754.752930
	Iteration 133Q: 3 clusters Score -597267.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -597268.500000 Penalty: 2754.752930
	Iteration 134Q: 3 clusters Score -597268.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -597269.125000 Penalty: 2754.752930
	Iteration 135Q: 3 clusters Score -597269.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -597269.125000 Penalty: 2754.752930
	Iteration 136F: 3 clusters Score -597269.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Entering Unmasked Estep 
Score: -2368753.000000 Penalty: 1601.562134
	Iteration 0F: 2 clusters Score -2368753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2355644.500000 Penalty: 3203.124268
	Iteration 0F: 3 clusters Score -2355644 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2360268.250000 Penalty: 3203.124268
	Iteration 1F: 3 clusters Score -2360268 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2360633.000000 Penalty: 3203.124268
	Iteration 2F: 3 clusters Score -2360633 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2361011.500000 Penalty: 3203.124268
	Iteration 3Q: 3 clusters Score -2361012 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2361497.250000 Penalty: 3203.124268
	Iteration 4F: 3 clusters Score -2361497 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2362160.750000 Penalty: 3203.124268
	Iteration 5F: 3 clusters Score -2362161 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2363109.750000 Penalty: 3203.124268
	Iteration 6F: 3 clusters Score -2363110 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2364233.250000 Penalty: 3203.124268
	Iteration 7F: 3 clusters Score -2364233 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2365392.250000 Penalty: 3203.124268
	Iteration 8F: 3 clusters Score -2365392 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2366236.750000 Penalty: 3203.124268
	Iteration 9F: 3 clusters Score -2366237 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2366756.250000 Penalty: 3203.124268
	Iteration 10Q: 3 clusters Score -2366756 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2367051.750000 Penalty: 3203.124268
	Iteration 11Q: 3 clusters Score -2367052 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2367228.500000 Penalty: 3203.124268
	Iteration 12Q: 3 clusters Score -2367228 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2367338.000000 Penalty: 3203.124268
	Iteration 13Q: 3 clusters Score -2367338 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2367405.000000 Penalty: 3203.124268
	Iteration 14Q: 3 clusters Score -2367405 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2367440.250000 Penalty: 3203.124268
	Iteration 15Q: 3 clusters Score -2367440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2367466.750000 Penalty: 3203.124268
	Iteration 16Q: 3 clusters Score -2367467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2367484.750000 Penalty: 3203.124268
	Iteration 17Q: 3 clusters Score -2367485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2367496.500000 Penalty: 3203.124268
	Iteration 18Q: 3 clusters Score -2367496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2367514.000000 Penalty: 3203.124268
	Iteration 19Q: 3 clusters Score -2367514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2367532.250000 Penalty: 3203.124268
	Iteration 20F: 3 clusters Score -2367532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2367544.500000 Penalty: 3203.124268
	Iteration 21Q: 3 clusters Score -2367544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2367551.500000 Penalty: 3203.124268
	Iteration 22Q: 3 clusters Score -2367552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2367562.750000 Penalty: 3203.124268
	Iteration 23Q: 3 clusters Score -2367563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2367569.250000 Penalty: 3203.124268
	Iteration 24Q: 3 clusters Score -2367569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2367569.500000 Penalty: 3203.124268
	Iteration 25Q: 3 clusters Score -2367570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2367573.000000 Penalty: 3203.124268
	Iteration 26Q: 3 clusters Score -2367573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2367576.000000 Penalty: 3203.124268
	Iteration 27Q: 3 clusters Score -2367576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2367577.500000 Penalty: 3203.124268
	Iteration 28Q: 3 clusters Score -2367578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2367578.500000 Penalty: 3203.124268
	Iteration 29Q: 3 clusters Score -2367578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2367578.500000 Penalty: 3203.124268
	Iteration 30F: 3 clusters Score -2367578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Entering Unmasked Estep 
Score: -786408.312500 Penalty: 1430.849121
	Iteration 0F: 2 clusters Score -786408.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -781387.875000 Penalty: 2861.698242
	Iteration 0F: 3 clusters Score -781387.9 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -783094.812500 Penalty: 2861.698242
	Iteration 1F: 3 clusters Score -783094.8 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -783493.000000 Penalty: 2861.698242
	Iteration 2F: 3 clusters Score -783493 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -783818.500000 Penalty: 2861.698242
	Iteration 3F: 3 clusters Score -783818.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -784091.687500 Penalty: 2861.698242
	Iteration 4F: 3 clusters Score -784091.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -784302.687500 Penalty: 2861.698242
	Iteration 5Q: 3 clusters Score -784302.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -784492.125000 Penalty: 2861.698242
	Iteration 6Q: 3 clusters Score -784492.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -784640.437500 Penalty: 2861.698242
	Iteration 7Q: 3 clusters Score -784640.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -784731.000000 Penalty: 2861.698242
	Iteration 8Q: 3 clusters Score -784731 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -784816.750000 Penalty: 2861.698242
	Iteration 9Q: 3 clusters Score -784816.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -784888.437500 Penalty: 2861.698242
	Iteration 10Q: 3 clusters Score -784888.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -784941.125000 Penalty: 2861.698242
	Iteration 11Q: 3 clusters Score -784941.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -784976.187500 Penalty: 2861.698242
	Iteration 12Q: 3 clusters Score -784976.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -784997.625000 Penalty: 2861.698242
	Iteration 13Q: 3 clusters Score -784997.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -785015.812500 Penalty: 2861.698242
	Iteration 14Q: 3 clusters Score -785015.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -785028.000000 Penalty: 2861.698242
	Iteration 15Q: 3 clusters Score -785028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -785034.000000 Penalty: 2861.698242
	Iteration 16Q: 3 clusters Score -785034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -785040.750000 Penalty: 2861.698242
	Iteration 17Q: 3 clusters Score -785040.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -785049.625000 Penalty: 2861.698242
	Iteration 18Q: 3 clusters Score -785049.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -785056.562500 Penalty: 2861.698242
	Iteration 19Q: 3 clusters Score -785056.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -785060.750000 Penalty: 2861.698242
	Iteration 20F: 3 clusters Score -785060.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -785067.062500 Penalty: 2861.698242
	Iteration 21Q: 3 clusters Score -785067.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -785067.312500 Penalty: 2861.698242
	Iteration 22Q: 3 clusters Score -785067.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -785069.875000 Penalty: 2861.698242
	Iteration 23Q: 3 clusters Score -785069.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -785072.812500 Penalty: 2861.698242
	Iteration 24Q: 3 clusters Score -785072.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -785074.187500 Penalty: 2861.698242
	Iteration 25Q: 3 clusters Score -785074.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -785075.750000 Penalty: 2861.698242
	Iteration 26Q: 3 clusters Score -785075.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -785077.187500 Penalty: 2861.698242
	Iteration 27Q: 3 clusters Score -785077.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -785078.750000 Penalty: 2861.698242
	Iteration 28Q: 3 clusters Score -785078.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -785080.250000 Penalty: 2861.698242
	Iteration 29Q: 3 clusters Score -785080.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -785081.187500 Penalty: 2861.698242
	Iteration 30Q: 3 clusters Score -785081.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -785081.750000 Penalty: 2861.698242
	Iteration 31Q: 3 clusters Score -785081.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -785081.625000 Penalty: 2861.698242
	Iteration 32Q: 3 clusters Score -785081.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -785082.562500 Penalty: 2861.698242
	Iteration 33Q: 3 clusters Score -785082.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -785082.562500 Penalty: 2861.698242
	Iteration 34F: 3 clusters Score -785082.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -30122.925781 Penalty: 958.287476
	Iteration 0F: 2 clusters Score -30122.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -29288.603516 Penalty: 1916.574951
	Iteration 0F: 3 clusters Score -29288.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29673.187500 Penalty: 1916.574951
	Iteration 1F: 3 clusters Score -29673.19 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29899.498047 Penalty: 1916.574951
	Iteration 2F: 3 clusters Score -29899.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -30049.726562 Penalty: 1916.574951
	Iteration 3F: 3 clusters Score -30049.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30121.800781 Penalty: 1916.574951
	Iteration 4Q: 3 clusters Score -30121.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30156.835938 Penalty: 1916.574951
	Iteration 5Q: 3 clusters Score -30156.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30189.513672 Penalty: 1916.574951
	Iteration 6Q: 3 clusters Score -30189.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30217.896484 Penalty: 1916.574951
	Iteration 7Q: 3 clusters Score -30217.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30217.896484 Penalty: 1916.574951
	Iteration 8F: 3 clusters Score -30217.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105368 members 
Mstep: Class 2 contains 11553 members 
Mstep: Class 3 contains 7016 members 
Mstep: Class 4 contains 122173 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5549 members 
Mstep: Class 8 contains 9679 members 
Mstep: Class 9 contains 76350 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 104967 members 
Mstep: Class 12 contains 99269 members 
Mstep: Class 13 contains 96906 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3215 members 
Mstep: Class 16 contains 70983 members 
Mstep: Class 17 contains 24896 members 
Mstep: Class 18 contains 14252 members 
Mstep: Class 19 contains 2927 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8076 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4799 members 
Mstep: Class 26 contains 19068 members 
Mstep: Class 27 contains 6669 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 9460 members 
Mstep: Class 30 contains 34495 members 
Mstep: Class 31 contains 40400 members 
Mstep: Class 32 contains 1929 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2973 members 
Mstep: Class 35 contains 17822 members 
Mstep: Class 36 contains 6490 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1107 members 
Mstep: Class 41 contains 198 members 
Entering Unmasked Estep 
Score: -111783552.000000 Penalty: 91479.007812
Splitting cluster 28 changes total score from -111784520.000000 to -111783552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (9460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Entering Unmasked Estep 
Score: -1180106.000000 Penalty: 1487.659546
	Iteration 0F: 2 clusters Score -1180106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1173407.625000 Penalty: 2975.319092
	Iteration 0F: 3 clusters Score -1173408 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1175700.750000 Penalty: 2975.319092
	Iteration 1F: 3 clusters Score -1175701 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1176110.375000 Penalty: 2975.319092
	Iteration 2F: 3 clusters Score -1176110 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1176439.750000 Penalty: 2975.319092
	Iteration 3F: 3 clusters Score -1176440 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1176725.125000 Penalty: 2975.319092
	Iteration 4F: 3 clusters Score -1176725 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1176992.750000 Penalty: 2975.319092
	Iteration 5F: 3 clusters Score -1176993 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1177296.500000 Penalty: 2975.319092
	Iteration 6F: 3 clusters Score -1177296 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1177654.750000 Penalty: 2975.319092
	Iteration 7F: 3 clusters Score -1177655 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1178010.000000 Penalty: 2975.319092
	Iteration 8Q: 3 clusters Score -1178010 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1178344.500000 Penalty: 2975.319092
	Iteration 9Q: 3 clusters Score -1178344 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1178595.375000 Penalty: 2975.319092
	Iteration 10Q: 3 clusters Score -1178595 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1178804.625000 Penalty: 2975.319092
	Iteration 11Q: 3 clusters Score -1178805 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1178946.125000 Penalty: 2975.319092
	Iteration 12Q: 3 clusters Score -1178946 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1179065.000000 Penalty: 2975.319092
	Iteration 13Q: 3 clusters Score -1179065 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1179145.750000 Penalty: 2975.319092
	Iteration 14Q: 3 clusters Score -1179146 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1179202.125000 Penalty: 2975.319092
	Iteration 15Q: 3 clusters Score -1179202 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1179265.250000 Penalty: 2975.319092
	Iteration 16Q: 3 clusters Score -1179265 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1179316.000000 Penalty: 2975.319092
	Iteration 17Q: 3 clusters Score -1179316 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1179361.750000 Penalty: 2975.319092
	Iteration 18Q: 3 clusters Score -1179362 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1179397.750000 Penalty: 2975.319092
	Iteration 19Q: 3 clusters Score -1179398 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1179414.500000 Penalty: 2975.319092
	Iteration 20F: 3 clusters Score -1179414 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1179427.500000 Penalty: 2975.319092
	Iteration 21Q: 3 clusters Score -1179428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1179437.250000 Penalty: 2975.319092
	Iteration 22Q: 3 clusters Score -1179437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1179442.875000 Penalty: 2975.319092
	Iteration 23Q: 3 clusters Score -1179443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1179447.750000 Penalty: 2975.319092
	Iteration 24Q: 3 clusters Score -1179448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1179452.875000 Penalty: 2975.319092
	Iteration 25Q: 3 clusters Score -1179453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1179454.375000 Penalty: 2975.319092
	Iteration 26Q: 3 clusters Score -1179454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1179462.000000 Penalty: 2975.319092
	Iteration 27Q: 3 clusters Score -1179462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1179464.000000 Penalty: 2975.319092
	Iteration 28Q: 3 clusters Score -1179464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1179467.750000 Penalty: 2975.319092
	Iteration 29Q: 3 clusters Score -1179468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1179473.375000 Penalty: 2975.319092
	Iteration 30Q: 3 clusters Score -1179473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1179476.375000 Penalty: 2975.319092
	Iteration 31Q: 3 clusters Score -1179476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1179477.250000 Penalty: 2975.319092
	Iteration 32Q: 3 clusters Score -1179477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1179479.500000 Penalty: 2975.319092
	Iteration 33Q: 3 clusters Score -1179480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1179484.000000 Penalty: 2975.319092
	Iteration 34Q: 3 clusters Score -1179484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1179485.125000 Penalty: 2975.319092
	Iteration 35Q: 3 clusters Score -1179485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1179483.625000 Penalty: 2975.319092
	Iteration 36Q: 3 clusters Score -1179484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1179483.000000 Penalty: 2975.319092
	Iteration 37Q: 3 clusters Score -1179483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1179483.875000 Penalty: 2975.319092
	Iteration 38Q: 3 clusters Score -1179484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1179485.375000 Penalty: 2975.319092
	Iteration 39Q: 3 clusters Score -1179485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1179486.500000 Penalty: 2975.319092
	Iteration 40F: 3 clusters Score -1179486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1179487.500000 Penalty: 2975.319092
	Iteration 41Q: 3 clusters Score -1179488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1179487.750000 Penalty: 2975.319092
	Iteration 42Q: 3 clusters Score -1179488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1179488.125000 Penalty: 2975.319092
	Iteration 43Q: 3 clusters Score -1179488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1179488.125000 Penalty: 2975.319092
	Iteration 44F: 3 clusters Score -1179488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (34495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Entering Unmasked Estep 
Score: -4244484.500000 Penalty: 1697.892456
	Iteration 0F: 2 clusters Score -4244484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -4221345.500000 Penalty: 3395.784912
	Iteration 0F: 3 clusters Score -4221346 nChanged 15920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -4230509.000000 Penalty: 3395.784912
	Iteration 1F: 3 clusters Score -4230509 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -4231273.000000 Penalty: 3395.784912
	Iteration 2F: 3 clusters Score -4231273 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -4232075.500000 Penalty: 3395.784912
	Iteration 3F: 3 clusters Score -4232076 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -4233051.500000 Penalty: 3395.784912
	Iteration 4F: 3 clusters Score -4233052 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -4234134.000000 Penalty: 3395.784912
	Iteration 5F: 3 clusters Score -4234134 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -4235381.000000 Penalty: 3395.784912
	Iteration 6F: 3 clusters Score -4235381 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -4236769.500000 Penalty: 3395.784912
	Iteration 7F: 3 clusters Score -4236770 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -4238025.500000 Penalty: 3395.784912
	Iteration 8F: 3 clusters Score -4238026 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -4238949.500000 Penalty: 3395.784912
	Iteration 9Q: 3 clusters Score -4238950 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -4239547.000000 Penalty: 3395.784912
	Iteration 10Q: 3 clusters Score -4239547 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -4239938.500000 Penalty: 3395.784912
	Iteration 11Q: 3 clusters Score -4239938 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -4240248.000000 Penalty: 3395.784912
	Iteration 12Q: 3 clusters Score -4240248 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -4240539.000000 Penalty: 3395.784912
	Iteration 13Q: 3 clusters Score -4240539 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -4240807.500000 Penalty: 3395.784912
	Iteration 14Q: 3 clusters Score -4240808 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -4241044.000000 Penalty: 3395.784912
	Iteration 15Q: 3 clusters Score -4241044 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -4241258.000000 Penalty: 3395.784912
	Iteration 16Q: 3 clusters Score -4241258 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -4241441.500000 Penalty: 3395.784912
	Iteration 17Q: 3 clusters Score -4241442 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -4241591.000000 Penalty: 3395.784912
	Iteration 18Q: 3 clusters Score -4241591 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -4241741.000000 Penalty: 3395.784912
	Iteration 19Q: 3 clusters Score -4241741 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -4241920.000000 Penalty: 3395.784912
	Iteration 20F: 3 clusters Score -4241920 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -4242108.500000 Penalty: 3395.784912
	Iteration 21Q: 3 clusters Score -4242108 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -4242346.500000 Penalty: 3395.784912
	Iteration 22Q: 3 clusters Score -4242346 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -4242591.000000 Penalty: 3395.784912
	Iteration 23Q: 3 clusters Score -4242591 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -4242826.000000 Penalty: 3395.784912
	Iteration 24Q: 3 clusters Score -4242826 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -4243082.000000 Penalty: 3395.784912
	Iteration 25Q: 3 clusters Score -4243082 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -4243310.000000 Penalty: 3395.784912
	Iteration 26Q: 3 clusters Score -4243310 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -4243483.500000 Penalty: 3395.784912
	Iteration 27Q: 3 clusters Score -4243484 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -4243643.500000 Penalty: 3395.784912
	Iteration 28Q: 3 clusters Score -4243644 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -4243757.000000 Penalty: 3395.784912
	Iteration 29Q: 3 clusters Score -4243757 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -4243866.000000 Penalty: 3395.784912
	Iteration 30Q: 3 clusters Score -4243866 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -4243953.500000 Penalty: 3395.784912
	Iteration 31Q: 3 clusters Score -4243954 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -4243996.500000 Penalty: 3395.784912
	Iteration 32Q: 3 clusters Score -4243996 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -4244022.500000 Penalty: 3395.784912
	Iteration 33Q: 3 clusters Score -4244022 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -4244029.500000 Penalty: 3395.784912
	Iteration 34Q: 3 clusters Score -4244030 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -4244037.000000 Penalty: 3395.784912
	Iteration 35Q: 3 clusters Score -4244037 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -4244047.500000 Penalty: 3395.784912
	Iteration 36Q: 3 clusters Score -4244048 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -4244055.000000 Penalty: 3395.784912
	Iteration 37Q: 3 clusters Score -4244055 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -4244064.500000 Penalty: 3395.784912
	Iteration 38Q: 3 clusters Score -4244064 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -4244075.500000 Penalty: 3395.784912
	Iteration 39Q: 3 clusters Score -4244076 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -4244091.000000 Penalty: 3395.784912
	Iteration 40F: 3 clusters Score -4244091 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -4244097.500000 Penalty: 3395.784912
	Iteration 41Q: 3 clusters Score -4244098 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -4244096.500000 Penalty: 3395.784912
	Iteration 42Q: 3 clusters Score -4244096 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -4244103.000000 Penalty: 3395.784912
	Iteration 43Q: 3 clusters Score -4244103 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -4244096.000000 Penalty: 3395.784912
	Iteration 44Q: 3 clusters Score -4244096 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -4244096.000000 Penalty: 3395.784912
	Iteration 45Q: 3 clusters Score -4244096 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -4244102.500000 Penalty: 3395.784912
	Iteration 46Q: 3 clusters Score -4244102 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -4244094.000000 Penalty: 3395.784912
	Iteration 47Q: 3 clusters Score -4244094 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -4244111.500000 Penalty: 3395.784912
	Iteration 48Q: 3 clusters Score -4244112 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -4244105.000000 Penalty: 3395.784912
	Iteration 49Q: 3 clusters Score -4244105 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -4244107.500000 Penalty: 3395.784912
	Iteration 50Q: 3 clusters Score -4244108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -4244101.000000 Penalty: 3395.784912
	Iteration 51Q: 3 clusters Score -4244101 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -4244104.500000 Penalty: 3395.784912
	Iteration 52Q: 3 clusters Score -4244104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -4244112.000000 Penalty: 3395.784912
	Iteration 53Q: 3 clusters Score -4244112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -4244104.000000 Penalty: 3395.784912
	Iteration 54Q: 3 clusters Score -4244104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -4244111.500000 Penalty: 3395.784912
	Iteration 55Q: 3 clusters Score -4244112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -4244109.000000 Penalty: 3395.784912
	Iteration 56Q: 3 clusters Score -4244109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -4244119.000000 Penalty: 3395.784912
	Iteration 57Q: 3 clusters Score -4244119 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -4244121.000000 Penalty: 3395.784912
	Iteration 58Q: 3 clusters Score -4244121 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -4244129.500000 Penalty: 3395.784912
	Iteration 59Q: 3 clusters Score -4244130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -4244129.000000 Penalty: 3395.784912
	Iteration 60F: 3 clusters Score -4244129 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -4244123.000000 Penalty: 3395.784912
	Iteration 61Q: 3 clusters Score -4244123 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -4244119.500000 Penalty: 3395.784912
	Iteration 62Q: 3 clusters Score -4244120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -4244126.000000 Penalty: 3395.784912
	Iteration 63Q: 3 clusters Score -4244126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -4244122.500000 Penalty: 3395.784912
	Iteration 64Q: 3 clusters Score -4244122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -4244126.500000 Penalty: 3395.784912
	Iteration 65Q: 3 clusters Score -4244126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -4244118.500000 Penalty: 3395.784912
	Iteration 66Q: 3 clusters Score -4244118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -4244120.500000 Penalty: 3395.784912
	Iteration 67Q: 3 clusters Score -4244120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -4244118.500000 Penalty: 3395.784912
	Iteration 68Q: 3 clusters Score -4244118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -4244113.500000 Penalty: 3395.784912
	Iteration 69Q: 3 clusters Score -4244114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -4244121.000000 Penalty: 3395.784912
	Iteration 70Q: 3 clusters Score -4244121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -4244118.000000 Penalty: 3395.784912
	Iteration 71Q: 3 clusters Score -4244118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -4244114.000000 Penalty: 3395.784912
	Iteration 72Q: 3 clusters Score -4244114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -4244119.500000 Penalty: 3395.784912
	Iteration 73Q: 3 clusters Score -4244120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -4244123.500000 Penalty: 3395.784912
	Iteration 74Q: 3 clusters Score -4244124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -4244126.000000 Penalty: 3395.784912
	Iteration 75Q: 3 clusters Score -4244126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -4244130.500000 Penalty: 3395.784912
	Iteration 76Q: 3 clusters Score -4244130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -4244142.500000 Penalty: 3395.784912
	Iteration 77Q: 3 clusters Score -4244142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -4244143.000000 Penalty: 3395.784912
	Iteration 78Q: 3 clusters Score -4244143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -4244135.000000 Penalty: 3395.784912
	Iteration 79Q: 3 clusters Score -4244135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -4244141.000000 Penalty: 3395.784912
	Iteration 80F: 3 clusters Score -4244141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -4244140.000000 Penalty: 3395.784912
	Iteration 81Q: 3 clusters Score -4244140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -4244140.500000 Penalty: 3395.784912
	Iteration 82Q: 3 clusters Score -4244140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -4244148.000000 Penalty: 3395.784912
	Iteration 83Q: 3 clusters Score -4244148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -4244140.500000 Penalty: 3395.784912
	Iteration 84Q: 3 clusters Score -4244140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -4244153.500000 Penalty: 3395.784912
	Iteration 85Q: 3 clusters Score -4244154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -4244152.500000 Penalty: 3395.784912
	Iteration 86Q: 3 clusters Score -4244152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -4244153.500000 Penalty: 3395.784912
	Iteration 87Q: 3 clusters Score -4244154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -4244155.000000 Penalty: 3395.784912
	Iteration 88Q: 3 clusters Score -4244155 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -4244149.000000 Penalty: 3395.784912
	Iteration 89Q: 3 clusters Score -4244149 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -4244161.000000 Penalty: 3395.784912
	Iteration 90Q: 3 clusters Score -4244161 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -4244158.500000 Penalty: 3395.784912
	Iteration 91Q: 3 clusters Score -4244158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -4244160.500000 Penalty: 3395.784912
	Iteration 92Q: 3 clusters Score -4244160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -4244161.500000 Penalty: 3395.784912
	Iteration 93Q: 3 clusters Score -4244162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -4244166.000000 Penalty: 3395.784912
	Iteration 94Q: 3 clusters Score -4244166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -4244162.500000 Penalty: 3395.784912
	Iteration 95Q: 3 clusters Score -4244162 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -4244157.500000 Penalty: 3395.784912
	Iteration 96Q: 3 clusters Score -4244158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -4244160.000000 Penalty: 3395.784912
	Iteration 97Q: 3 clusters Score -4244160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -4244157.000000 Penalty: 3395.784912
	Iteration 98Q: 3 clusters Score -4244157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -4244155.500000 Penalty: 3395.784912
	Iteration 99Q: 3 clusters Score -4244156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -4244158.000000 Penalty: 3395.784912
	Iteration 100F: 3 clusters Score -4244158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -4244159.000000 Penalty: 3395.784912
	Iteration 101Q: 3 clusters Score -4244159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -4244158.500000 Penalty: 3395.784912
	Iteration 102Q: 3 clusters Score -4244158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -4244156.000000 Penalty: 3395.784912
	Iteration 103Q: 3 clusters Score -4244156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -4244155.000000 Penalty: 3395.784912
	Iteration 104Q: 3 clusters Score -4244155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -4244153.000000 Penalty: 3395.784912
	Iteration 105Q: 3 clusters Score -4244153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -4244155.000000 Penalty: 3395.784912
	Iteration 106Q: 3 clusters Score -4244155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -4244159.500000 Penalty: 3395.784912
	Iteration 107Q: 3 clusters Score -4244160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -4244165.000000 Penalty: 3395.784912
	Iteration 108Q: 3 clusters Score -4244165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -4244172.000000 Penalty: 3395.784912
	Iteration 109Q: 3 clusters Score -4244172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -4244176.500000 Penalty: 3395.784912
	Iteration 110Q: 3 clusters Score -4244176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -4244174.500000 Penalty: 3395.784912
	Iteration 111Q: 3 clusters Score -4244174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -4244177.000000 Penalty: 3395.784912
	Iteration 112Q: 3 clusters Score -4244177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -4244183.500000 Penalty: 3395.784912
	Iteration 113Q: 3 clusters Score -4244184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -4244193.000000 Penalty: 3395.784912
	Iteration 114Q: 3 clusters Score -4244193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -4244199.500000 Penalty: 3395.784912
	Iteration 115Q: 3 clusters Score -4244200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -4244208.500000 Penalty: 3395.784912
	Iteration 116Q: 3 clusters Score -4244208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -4244205.000000 Penalty: 3395.784912
	Iteration 117Q: 3 clusters Score -4244205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -4244208.000000 Penalty: 3395.784912
	Iteration 118Q: 3 clusters Score -4244208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -4244203.500000 Penalty: 3395.784912
	Iteration 119Q: 3 clusters Score -4244204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -4244203.500000 Penalty: 3395.784912
	Iteration 120F: 3 clusters Score -4244204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (40400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Entering Unmasked Estep 
Score: -4894947.000000 Penalty: 1723.570190
	Iteration 0F: 2 clusters Score -4894947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -4868038.500000 Penalty: 3447.140381
	Iteration 0F: 3 clusters Score -4868038 nChanged 18661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -4878260.500000 Penalty: 3447.140381
	Iteration 1F: 3 clusters Score -4878260 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -4878715.500000 Penalty: 3447.140381
	Iteration 2Q: 3 clusters Score -4878716 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -4879243.500000 Penalty: 3447.140381
	Iteration 3Q: 3 clusters Score -4879244 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -4879971.500000 Penalty: 3447.140381
	Iteration 4Q: 3 clusters Score -4879972 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -4880989.500000 Penalty: 3447.140381
	Iteration 5Q: 3 clusters Score -4880990 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -4882460.000000 Penalty: 3447.140381
	Iteration 6F: 3 clusters Score -4882460 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -4884432.500000 Penalty: 3447.140381
	Iteration 7F: 3 clusters Score -4884432 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -4886692.000000 Penalty: 3447.140381
	Iteration 8F: 3 clusters Score -4886692 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -4888987.500000 Penalty: 3447.140381
	Iteration 9F: 3 clusters Score -4888988 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -4890878.500000 Penalty: 3447.140381
	Iteration 10F: 3 clusters Score -4890878 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4892155.000000 Penalty: 3447.140381
	Iteration 11Q: 3 clusters Score -4892155 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4892800.000000 Penalty: 3447.140381
	Iteration 12Q: 3 clusters Score -4892800 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4893056.500000 Penalty: 3447.140381
	Iteration 13Q: 3 clusters Score -4893056 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4893201.500000 Penalty: 3447.140381
	Iteration 14Q: 3 clusters Score -4893202 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4893303.000000 Penalty: 3447.140381
	Iteration 15Q: 3 clusters Score -4893303 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4893358.000000 Penalty: 3447.140381
	Iteration 16Q: 3 clusters Score -4893358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4893392.500000 Penalty: 3447.140381
	Iteration 17Q: 3 clusters Score -4893392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4893415.500000 Penalty: 3447.140381
	Iteration 18Q: 3 clusters Score -4893416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4893428.000000 Penalty: 3447.140381
	Iteration 19Q: 3 clusters Score -4893428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4893435.000000 Penalty: 3447.140381
	Iteration 20F: 3 clusters Score -4893435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4893442.000000 Penalty: 3447.140381
	Iteration 21Q: 3 clusters Score -4893442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -4893453.000000 Penalty: 3447.140381
	Iteration 22Q: 3 clusters Score -4893453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4893458.000000 Penalty: 3447.140381
	Iteration 23Q: 3 clusters Score -4893458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4893462.000000 Penalty: 3447.140381
	Iteration 24Q: 3 clusters Score -4893462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4893464.000000 Penalty: 3447.140381
	Iteration 25Q: 3 clusters Score -4893464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4893467.000000 Penalty: 3447.140381
	Iteration 26Q: 3 clusters Score -4893467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4893465.000000 Penalty: 3447.140381
	Iteration 27Q: 3 clusters Score -4893465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4893468.500000 Penalty: 3447.140381
	Iteration 28Q: 3 clusters Score -4893468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4893468.500000 Penalty: 3447.140381
	Iteration 29Q: 3 clusters Score -4893468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4893469.000000 Penalty: 3447.140381
	Iteration 30Q: 3 clusters Score -4893469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -4893470.500000 Penalty: 3447.140381
	Iteration 31Q: 3 clusters Score -4893470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -4893470.500000 Penalty: 3447.140381
	Iteration 32F: 3 clusters Score -4893470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Entering Unmasked Estep 
Score: -214616.187500 Penalty: 1229.272949
	Iteration 0F: 2 clusters Score -214616.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -212618.906250 Penalty: 2458.545898
	Iteration 0F: 3 clusters Score -212618.9 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -213141.750000 Penalty: 2458.545898
	Iteration 1F: 3 clusters Score -213141.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -213320.125000 Penalty: 2458.545898
	Iteration 2F: 3 clusters Score -213320.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -213448.265625 Penalty: 2458.545898
	Iteration 3F: 3 clusters Score -213448.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -213525.062500 Penalty: 2458.545898
	Iteration 4Q: 3 clusters Score -213525.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -213590.078125 Penalty: 2458.545898
	Iteration 5Q: 3 clusters Score -213590.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -213622.796875 Penalty: 2458.545898
	Iteration 6Q: 3 clusters Score -213622.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -213646.031250 Penalty: 2458.545898
	Iteration 7Q: 3 clusters Score -213646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -213661.234375 Penalty: 2458.545898
	Iteration 8Q: 3 clusters Score -213661.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -213673.281250 Penalty: 2458.545898
	Iteration 9Q: 3 clusters Score -213673.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -213687.453125 Penalty: 2458.545898
	Iteration 10Q: 3 clusters Score -213687.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -213695.953125 Penalty: 2458.545898
	Iteration 11Q: 3 clusters Score -213696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -213699.953125 Penalty: 2458.545898
	Iteration 12Q: 3 clusters Score -213700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -213702.140625 Penalty: 2458.545898
	Iteration 13Q: 3 clusters Score -213702.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -213704.437500 Penalty: 2458.545898
	Iteration 14Q: 3 clusters Score -213704.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -213705.484375 Penalty: 2458.545898
	Iteration 15Q: 3 clusters Score -213705.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -213705.484375 Penalty: 2458.545898
	Iteration 16F: 3 clusters Score -213705.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -15498.875000 Penalty: 906.091736
	Iteration 0F: 2 clusters Score -15498.88 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 122 members 
Entering Unmasked Estep 
Score: -14837.038086 Penalty: 1812.183472
	Iteration 0F: 3 clusters Score -14837.04 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15239.333984 Penalty: 1812.183472
	Iteration 1F: 3 clusters Score -15239.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15536.837891 Penalty: 1812.183472
	Iteration 2F: 3 clusters Score -15536.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15709.103516 Penalty: 1812.183472
	Iteration 3F: 3 clusters Score -15709.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15755.780273 Penalty: 1812.183472
	Iteration 4Q: 3 clusters Score -15755.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15757.974609 Penalty: 1812.183472
	Iteration 5Q: 3 clusters Score -15757.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15757.974609 Penalty: 1812.183472
	Iteration 6F: 3 clusters Score -15757.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105368 members 
Mstep: Class 2 contains 11553 members 
Mstep: Class 3 contains 7016 members 
Mstep: Class 4 contains 122173 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5549 members 
Mstep: Class 8 contains 9679 members 
Mstep: Class 9 contains 76350 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 104967 members 
Mstep: Class 12 contains 99269 members 
Mstep: Class 13 contains 96906 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3215 members 
Mstep: Class 16 contains 70983 members 
Mstep: Class 17 contains 24896 members 
Mstep: Class 18 contains 14252 members 
Mstep: Class 19 contains 2927 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8076 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4799 members 
Mstep: Class 26 contains 19068 members 
Mstep: Class 27 contains 6669 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9460 members 
Mstep: Class 30 contains 34495 members 
Mstep: Class 31 contains 40400 members 
Mstep: Class 32 contains 1929 members 
Mstep: Class 33 contains 156 members 
Mstep: Class 34 contains 2973 members 
Mstep: Class 35 contains 17822 members 
Mstep: Class 36 contains 6490 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1107 members 
Mstep: Class 41 contains 108 members 
Entering Unmasked Estep 
Score: -111783576.000000 Penalty: 91479.007812
Splitting cluster 33 changes total score from -111784520.000000 to -111783576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (2973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Entering Unmasked Estep 
Score: -366473.562500 Penalty: 1299.565674
	Iteration 0F: 2 clusters Score -366473.6 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 1525 members 
Entering Unmasked Estep 
Score: -363743.093750 Penalty: 2599.131348
	Iteration 0F: 3 clusters Score -363743.1 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -364410.437500 Penalty: 2599.131348
	Iteration 1F: 3 clusters Score -364410.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -364570.812500 Penalty: 2599.131348
	Iteration 2F: 3 clusters Score -364570.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -364721.125000 Penalty: 2599.131348
	Iteration 3F: 3 clusters Score -364721.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -364983.593750 Penalty: 2599.131348
	Iteration 4F: 3 clusters Score -364983.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -365487.937500 Penalty: 2599.131348
	Iteration 5F: 3 clusters Score -365487.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -365911.218750 Penalty: 2599.131348
	Iteration 6F: 3 clusters Score -365911.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -366212.093750 Penalty: 2599.131348
	Iteration 7F: 3 clusters Score -366212.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -366464.062500 Penalty: 2599.131348
	Iteration 8F: 3 clusters Score -366464.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -366687.031250 Penalty: 2599.131348
	Iteration 9Q: 3 clusters Score -366687 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -366866.531250 Penalty: 2599.131348
	Iteration 10Q: 3 clusters Score -366866.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -366970.843750 Penalty: 2599.131348
	Iteration 11Q: 3 clusters Score -366970.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -367016.906250 Penalty: 2599.131348
	Iteration 12Q: 3 clusters Score -367016.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -367031.875000 Penalty: 2599.131348
	Iteration 13Q: 3 clusters Score -367031.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -367035.093750 Penalty: 2599.131348
	Iteration 14Q: 3 clusters Score -367035.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -367037.000000 Penalty: 2599.131348
	Iteration 15Q: 3 clusters Score -367037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -367037.000000 Penalty: 2599.131348
	Iteration 16F: 3 clusters Score -367037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105368 members 
Mstep: Class 2 contains 11553 members 
Mstep: Class 3 contains 7016 members 
Mstep: Class 4 contains 122173 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5549 members 
Mstep: Class 8 contains 9679 members 
Mstep: Class 9 contains 76350 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 104967 members 
Mstep: Class 12 contains 99269 members 
Mstep: Class 13 contains 96906 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3215 members 
Mstep: Class 16 contains 70983 members 
Mstep: Class 17 contains 24896 members 
Mstep: Class 18 contains 14252 members 
Mstep: Class 19 contains 2927 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8076 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4799 members 
Mstep: Class 26 contains 19068 members 
Mstep: Class 27 contains 6669 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9460 members 
Mstep: Class 30 contains 34495 members 
Mstep: Class 31 contains 40400 members 
Mstep: Class 32 contains 1929 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 531 members 
Mstep: Class 35 contains 17822 members 
Mstep: Class 36 contains 6490 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1107 members 
Mstep: Class 41 contains 2442 members 
Entering Unmasked Estep 
Score: -111784352.000000 Penalty: 91479.007812
Splitting cluster 34 changes total score from -111784520.000000 to -111784352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (17822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Entering Unmasked Estep 
Score: -2212404.500000 Penalty: 1590.580688
	Iteration 0F: 2 clusters Score -2212404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2200157.000000 Penalty: 3181.161377
	Iteration 0F: 3 clusters Score -2200157 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2204552.250000 Penalty: 3181.161377
	Iteration 1F: 3 clusters Score -2204552 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2204921.500000 Penalty: 3181.161377
	Iteration 2F: 3 clusters Score -2204922 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2205311.750000 Penalty: 3181.161377
	Iteration 3F: 3 clusters Score -2205312 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2205822.750000 Penalty: 3181.161377
	Iteration 4F: 3 clusters Score -2205823 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2206443.500000 Penalty: 3181.161377
	Iteration 5F: 3 clusters Score -2206444 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2207207.000000 Penalty: 3181.161377
	Iteration 6F: 3 clusters Score -2207207 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2208012.750000 Penalty: 3181.161377
	Iteration 7F: 3 clusters Score -2208013 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2208839.750000 Penalty: 3181.161377
	Iteration 8F: 3 clusters Score -2208840 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2209547.500000 Penalty: 3181.161377
	Iteration 9F: 3 clusters Score -2209548 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2210133.000000 Penalty: 3181.161377
	Iteration 10Q: 3 clusters Score -2210133 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2210544.000000 Penalty: 3181.161377
	Iteration 11Q: 3 clusters Score -2210544 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2210822.750000 Penalty: 3181.161377
	Iteration 12Q: 3 clusters Score -2210823 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2210984.250000 Penalty: 3181.161377
	Iteration 13Q: 3 clusters Score -2210984 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2211098.750000 Penalty: 3181.161377
	Iteration 14Q: 3 clusters Score -2211099 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -2211192.500000 Penalty: 3181.161377
	Iteration 15Q: 3 clusters Score -2211192 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2211255.500000 Penalty: 3181.161377
	Iteration 16Q: 3 clusters Score -2211256 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2211318.000000 Penalty: 3181.161377
	Iteration 17Q: 3 clusters Score -2211318 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2211345.750000 Penalty: 3181.161377
	Iteration 18Q: 3 clusters Score -2211346 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2211380.750000 Penalty: 3181.161377
	Iteration 19Q: 3 clusters Score -2211381 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2211407.250000 Penalty: 3181.161377
	Iteration 20F: 3 clusters Score -2211407 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2211436.000000 Penalty: 3181.161377
	Iteration 21Q: 3 clusters Score -2211436 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2211473.500000 Penalty: 3181.161377
	Iteration 22Q: 3 clusters Score -2211474 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -2211494.000000 Penalty: 3181.161377
	Iteration 23Q: 3 clusters Score -2211494 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2211519.000000 Penalty: 3181.161377
	Iteration 24Q: 3 clusters Score -2211519 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2211534.500000 Penalty: 3181.161377
	Iteration 25Q: 3 clusters Score -2211534 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2211558.750000 Penalty: 3181.161377
	Iteration 26Q: 3 clusters Score -2211559 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -2211575.000000 Penalty: 3181.161377
	Iteration 27Q: 3 clusters Score -2211575 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2211592.000000 Penalty: 3181.161377
	Iteration 28Q: 3 clusters Score -2211592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -2211607.250000 Penalty: 3181.161377
	Iteration 29Q: 3 clusters Score -2211607 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -2211617.000000 Penalty: 3181.161377
	Iteration 30Q: 3 clusters Score -2211617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2211620.000000 Penalty: 3181.161377
	Iteration 31Q: 3 clusters Score -2211620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -2211625.000000 Penalty: 3181.161377
	Iteration 32Q: 3 clusters Score -2211625 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2211628.250000 Penalty: 3181.161377
	Iteration 33Q: 3 clusters Score -2211628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2211628.000000 Penalty: 3181.161377
	Iteration 34Q: 3 clusters Score -2211628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2211631.750000 Penalty: 3181.161377
	Iteration 35Q: 3 clusters Score -2211632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -2211637.000000 Penalty: 3181.161377
	Iteration 36Q: 3 clusters Score -2211637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -2211637.750000 Penalty: 3181.161377
	Iteration 37Q: 3 clusters Score -2211638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2211644.250000 Penalty: 3181.161377
	Iteration 38Q: 3 clusters Score -2211644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2211645.500000 Penalty: 3181.161377
	Iteration 39Q: 3 clusters Score -2211646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2211654.750000 Penalty: 3181.161377
	Iteration 40F: 3 clusters Score -2211655 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2211653.000000 Penalty: 3181.161377
	Iteration 41Q: 3 clusters Score -2211653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2211658.750000 Penalty: 3181.161377
	Iteration 42Q: 3 clusters Score -2211659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -2211659.000000 Penalty: 3181.161377
	Iteration 43Q: 3 clusters Score -2211659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2211665.250000 Penalty: 3181.161377
	Iteration 44Q: 3 clusters Score -2211665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2211674.000000 Penalty: 3181.161377
	Iteration 45Q: 3 clusters Score -2211674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2211676.000000 Penalty: 3181.161377
	Iteration 46Q: 3 clusters Score -2211676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -2211681.250000 Penalty: 3181.161377
	Iteration 47Q: 3 clusters Score -2211681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2211678.500000 Penalty: 3181.161377
	Iteration 48Q: 3 clusters Score -2211678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2211679.750000 Penalty: 3181.161377
	Iteration 49Q: 3 clusters Score -2211680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2211681.250000 Penalty: 3181.161377
	Iteration 50Q: 3 clusters Score -2211681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2211683.250000 Penalty: 3181.161377
	Iteration 51Q: 3 clusters Score -2211683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -2211690.250000 Penalty: 3181.161377
	Iteration 52Q: 3 clusters Score -2211690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -2211687.500000 Penalty: 3181.161377
	Iteration 53Q: 3 clusters Score -2211688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -2211692.250000 Penalty: 3181.161377
	Iteration 54Q: 3 clusters Score -2211692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2211692.750000 Penalty: 3181.161377
	Iteration 55Q: 3 clusters Score -2211693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2211694.000000 Penalty: 3181.161377
	Iteration 56Q: 3 clusters Score -2211694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2211690.250000 Penalty: 3181.161377
	Iteration 57Q: 3 clusters Score -2211690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2211693.250000 Penalty: 3181.161377
	Iteration 58Q: 3 clusters Score -2211693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2211692.250000 Penalty: 3181.161377
	Iteration 59Q: 3 clusters Score -2211692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2211694.250000 Penalty: 3181.161377
	Iteration 60F: 3 clusters Score -2211694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2211694.250000 Penalty: 3181.161377
	Iteration 61Q: 3 clusters Score -2211694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -2211693.250000 Penalty: 3181.161377
	Iteration 62Q: 3 clusters Score -2211693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2211693.750000 Penalty: 3181.161377
	Iteration 63Q: 3 clusters Score -2211694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2211692.250000 Penalty: 3181.161377
	Iteration 64Q: 3 clusters Score -2211692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -2211696.250000 Penalty: 3181.161377
	Iteration 65Q: 3 clusters Score -2211696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -2211695.000000 Penalty: 3181.161377
	Iteration 66Q: 3 clusters Score -2211695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2211697.750000 Penalty: 3181.161377
	Iteration 67Q: 3 clusters Score -2211698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2211697.250000 Penalty: 3181.161377
	Iteration 68Q: 3 clusters Score -2211697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2211697.250000 Penalty: 3181.161377
	Iteration 69F: 3 clusters Score -2211697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Entering Unmasked Estep 
Score: -813530.125000 Penalty: 1426.427979
	Iteration 0F: 2 clusters Score -813530.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -808602.687500 Penalty: 2852.855957
	Iteration 0F: 3 clusters Score -808602.7 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -810033.687500 Penalty: 2852.855957
	Iteration 1F: 3 clusters Score -810033.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -810265.000000 Penalty: 2852.855957
	Iteration 2F: 3 clusters Score -810265 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -810446.062500 Penalty: 2852.855957
	Iteration 3F: 3 clusters Score -810446.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -810615.062500 Penalty: 2852.855957
	Iteration 4Q: 3 clusters Score -810615.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -810776.812500 Penalty: 2852.855957
	Iteration 5Q: 3 clusters Score -810776.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -810951.000000 Penalty: 2852.855957
	Iteration 6Q: 3 clusters Score -810951 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -811127.375000 Penalty: 2852.855957
	Iteration 7Q: 3 clusters Score -811127.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -811312.062500 Penalty: 2852.855957
	Iteration 8Q: 3 clusters Score -811312.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -811484.125000 Penalty: 2852.855957
	Iteration 9Q: 3 clusters Score -811484.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -811653.437500 Penalty: 2852.855957
	Iteration 10Q: 3 clusters Score -811653.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -811793.312500 Penalty: 2852.855957
	Iteration 11Q: 3 clusters Score -811793.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -811918.687500 Penalty: 2852.855957
	Iteration 12Q: 3 clusters Score -811918.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -812049.312500 Penalty: 2852.855957
	Iteration 13Q: 3 clusters Score -812049.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -812169.000000 Penalty: 2852.855957
	Iteration 14Q: 3 clusters Score -812169 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -812254.687500 Penalty: 2852.855957
	Iteration 15Q: 3 clusters Score -812254.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -812321.875000 Penalty: 2852.855957
	Iteration 16Q: 3 clusters Score -812321.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -812368.437500 Penalty: 2852.855957
	Iteration 17Q: 3 clusters Score -812368.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -812394.312500 Penalty: 2852.855957
	Iteration 18Q: 3 clusters Score -812394.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -812411.312500 Penalty: 2852.855957
	Iteration 19Q: 3 clusters Score -812411.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -812422.000000 Penalty: 2852.855957
	Iteration 20F: 3 clusters Score -812422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -812434.812500 Penalty: 2852.855957
	Iteration 21Q: 3 clusters Score -812434.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -812444.312500 Penalty: 2852.855957
	Iteration 22Q: 3 clusters Score -812444.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -812448.750000 Penalty: 2852.855957
	Iteration 23Q: 3 clusters Score -812448.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -812450.312500 Penalty: 2852.855957
	Iteration 24Q: 3 clusters Score -812450.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -812457.125000 Penalty: 2852.855957
	Iteration 25Q: 3 clusters Score -812457.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -812460.875000 Penalty: 2852.855957
	Iteration 26Q: 3 clusters Score -812460.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -812464.000000 Penalty: 2852.855957
	Iteration 27Q: 3 clusters Score -812464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -812466.500000 Penalty: 2852.855957
	Iteration 28Q: 3 clusters Score -812466.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -812468.375000 Penalty: 2852.855957
	Iteration 29Q: 3 clusters Score -812468.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -812468.687500 Penalty: 2852.855957
	Iteration 30Q: 3 clusters Score -812468.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -812468.562500 Penalty: 2852.855957
	Iteration 31Q: 3 clusters Score -812468.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -812468.062500 Penalty: 2852.855957
	Iteration 32Q: 3 clusters Score -812468.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -812468.687500 Penalty: 2852.855957
	Iteration 33Q: 3 clusters Score -812468.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -812468.687500 Penalty: 2852.855957
	Iteration 34F: 3 clusters Score -812468.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -41891.250000 Penalty: 980.765747
	Iteration 0F: 2 clusters Score -41891.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40938.925781 Penalty: 1961.531494
	Iteration 0F: 3 clusters Score -40938.93 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41164.242188 Penalty: 1961.531494
	Iteration 1F: 3 clusters Score -41164.24 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -41256.085938 Penalty: 1961.531494
	Iteration 2F: 3 clusters Score -41256.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41305.449219 Penalty: 1961.531494
	Iteration 3Q: 3 clusters Score -41305.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41368.839844 Penalty: 1961.531494
	Iteration 4Q: 3 clusters Score -41368.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41401.183594 Penalty: 1961.531494
	Iteration 5Q: 3 clusters Score -41401.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -41461.179688 Penalty: 1961.531494
	Iteration 6Q: 3 clusters Score -41461.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41496.761719 Penalty: 1961.531494
	Iteration 7Q: 3 clusters Score -41496.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41518.546875 Penalty: 1961.531494
	Iteration 8Q: 3 clusters Score -41518.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41535.902344 Penalty: 1961.531494
	Iteration 9Q: 3 clusters Score -41535.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41558.136719 Penalty: 1961.531494
	Iteration 10Q: 3 clusters Score -41558.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41560.941406 Penalty: 1961.531494
	Iteration 11Q: 3 clusters Score -41560.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41560.941406 Penalty: 1961.531494
	Iteration 12F: 3 clusters Score -41560.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -18534.224609 Penalty: 868.904968
	Iteration 0F: 2 clusters Score -18534.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17861.958984 Penalty: 1737.809937
	Iteration 0F: 3 clusters Score -17861.96 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18016.898438 Penalty: 1737.809937
	Iteration 1F: 3 clusters Score -18016.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18078.113281 Penalty: 1737.809937
	Iteration 2F: 3 clusters Score -18078.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18125.761719 Penalty: 1737.809937
	Iteration 3Q: 3 clusters Score -18125.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18136.806641 Penalty: 1737.809937
	Iteration 4Q: 3 clusters Score -18136.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18136.806641 Penalty: 1737.809937
	Iteration 5F: 3 clusters Score -18136.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -11895.183594 Penalty: 966.130859
	Iteration 0F: 2 clusters Score -11895.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -11075.985352 Penalty: 1932.261719
	Iteration 0F: 3 clusters Score -11075.99 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -11617.884766 Penalty: 1932.261719
	Iteration 1F: 3 clusters Score -11617.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -11760.177734 Penalty: 1932.261719
	Iteration 2F: 3 clusters Score -11760.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -11830.704102 Penalty: 1932.261719
	Iteration 3Q: 3 clusters Score -11830.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -11848.434570 Penalty: 1932.261719
	Iteration 4Q: 3 clusters Score -11848.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -11858.140625 Penalty: 1932.261719
	Iteration 5Q: 3 clusters Score -11858.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -11871.514648 Penalty: 1932.261719
	Iteration 6Q: 3 clusters Score -11871.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -11877.522461 Penalty: 1932.261719
	Iteration 7Q: 3 clusters Score -11877.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -11892.423828 Penalty: 1932.261719
	Iteration 8Q: 3 clusters Score -11892.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -11898.250000 Penalty: 1932.261719
	Iteration 9Q: 3 clusters Score -11898.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -11901.464844 Penalty: 1932.261719
	Iteration 10Q: 3 clusters Score -11901.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -11916.359375 Penalty: 1932.261719
	Iteration 11Q: 3 clusters Score -11916.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -11927.411133 Penalty: 1932.261719
	Iteration 12Q: 3 clusters Score -11927.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -11936.777344 Penalty: 1932.261719
	Iteration 13Q: 3 clusters Score -11936.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -11947.756836 Penalty: 1932.261719
	Iteration 14Q: 3 clusters Score -11947.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -11952.405273 Penalty: 1932.261719
	Iteration 15Q: 3 clusters Score -11952.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -11952.405273 Penalty: 1932.261719
	Iteration 16F: 3 clusters Score -11952.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105368 members 
Mstep: Class 2 contains 11553 members 
Mstep: Class 3 contains 7016 members 
Mstep: Class 4 contains 122173 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5549 members 
Mstep: Class 8 contains 9679 members 
Mstep: Class 9 contains 76350 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 104967 members 
Mstep: Class 12 contains 99269 members 
Mstep: Class 13 contains 96906 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3215 members 
Mstep: Class 16 contains 70983 members 
Mstep: Class 17 contains 24896 members 
Mstep: Class 18 contains 14252 members 
Mstep: Class 19 contains 2927 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8076 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4799 members 
Mstep: Class 26 contains 19068 members 
Mstep: Class 27 contains 6669 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9460 members 
Mstep: Class 30 contains 34495 members 
Mstep: Class 31 contains 40400 members 
Mstep: Class 32 contains 1929 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2973 members 
Mstep: Class 35 contains 17822 members 
Mstep: Class 36 contains 6490 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 1107 members 
Mstep: Class 41 contains 204 members 
Entering Unmasked Estep 
Score: -111783496.000000 Penalty: 91479.007812
Splitting cluster 39 changes total score from -111784520.000000 to -111783496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -134074.187500 Penalty: 1139.028931
	Iteration 0F: 2 clusters Score -134074.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -132559.843750 Penalty: 2278.057861
	Iteration 0F: 3 clusters Score -132559.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -132880.890625 Penalty: 2278.057861
	Iteration 1F: 3 clusters Score -132880.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -133006.906250 Penalty: 2278.057861
	Iteration 2F: 3 clusters Score -133006.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -133059.750000 Penalty: 2278.057861
	Iteration 3Q: 3 clusters Score -133059.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -133110.000000 Penalty: 2278.057861
	Iteration 4Q: 3 clusters Score -133110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -133213.546875 Penalty: 2278.057861
	Iteration 5Q: 3 clusters Score -133213.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -133296.937500 Penalty: 2278.057861
	Iteration 6Q: 3 clusters Score -133296.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -133364.156250 Penalty: 2278.057861
	Iteration 7Q: 3 clusters Score -133364.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -133396.625000 Penalty: 2278.057861
	Iteration 8Q: 3 clusters Score -133396.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -133428.578125 Penalty: 2278.057861
	Iteration 9Q: 3 clusters Score -133428.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -133449.031250 Penalty: 2278.057861
	Iteration 10Q: 3 clusters Score -133449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -133458.718750 Penalty: 2278.057861
	Iteration 11Q: 3 clusters Score -133458.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -133463.468750 Penalty: 2278.057861
	Iteration 12Q: 3 clusters Score -133463.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -133465.468750 Penalty: 2278.057861
	Iteration 13Q: 3 clusters Score -133465.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -133467.859375 Penalty: 2278.057861
	Iteration 14Q: 3 clusters Score -133467.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -133469.187500 Penalty: 2278.057861
	Iteration 15Q: 3 clusters Score -133469.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -133469.187500 Penalty: 2278.057861
	Iteration 16F: 3 clusters Score -133469.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105368 members 
Mstep: Class 2 contains 11553 members 
Mstep: Class 3 contains 7016 members 
Mstep: Class 4 contains 122173 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5549 members 
Mstep: Class 8 contains 9679 members 
Mstep: Class 9 contains 76350 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 104967 members 
Mstep: Class 12 contains 99269 members 
Mstep: Class 13 contains 96906 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3215 members 
Mstep: Class 16 contains 70983 members 
Mstep: Class 17 contains 24896 members 
Mstep: Class 18 contains 14252 members 
Mstep: Class 19 contains 2927 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8076 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4799 members 
Mstep: Class 26 contains 19068 members 
Mstep: Class 27 contains 6669 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9460 members 
Mstep: Class 30 contains 34495 members 
Mstep: Class 31 contains 40400 members 
Mstep: Class 32 contains 1929 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2973 members 
Mstep: Class 35 contains 17822 members 
Mstep: Class 36 contains 6490 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784664.000000 Penalty: 89247.812500
Iteration 279Q: 41 clusters Score -1.117847e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105346 members 
Mstep: Class 2 contains 11552 members 
Mstep: Class 3 contains 7019 members 
Mstep: Class 4 contains 122218 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5544 members 
Mstep: Class 8 contains 9681 members 
Mstep: Class 9 contains 76300 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 104952 members 
Mstep: Class 12 contains 99252 members 
Mstep: Class 13 contains 96928 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3216 members 
Mstep: Class 16 contains 70959 members 
Mstep: Class 17 contains 24903 members 
Mstep: Class 18 contains 14253 members 
Mstep: Class 19 contains 2933 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8080 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4797 members 
Mstep: Class 26 contains 19050 members 
Mstep: Class 27 contains 6669 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9459 members 
Mstep: Class 30 contains 34495 members 
Mstep: Class 31 contains 40463 members 
Mstep: Class 32 contains 1929 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2973 members 
Mstep: Class 35 contains 17822 members 
Mstep: Class 36 contains 6491 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784680.000000 Penalty: 89247.812500
Iteration 280F: 41 clusters Score -1.117847e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105314 members 
Mstep: Class 2 contains 11549 members 
Mstep: Class 3 contains 7019 members 
Mstep: Class 4 contains 122262 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5540 members 
Mstep: Class 8 contains 9681 members 
Mstep: Class 9 contains 76257 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 104952 members 
Mstep: Class 12 contains 99236 members 
Mstep: Class 13 contains 96942 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3217 members 
Mstep: Class 16 contains 70929 members 
Mstep: Class 17 contains 24906 members 
Mstep: Class 18 contains 14256 members 
Mstep: Class 19 contains 2938 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8084 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4797 members 
Mstep: Class 26 contains 19036 members 
Mstep: Class 27 contains 6668 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9459 members 
Mstep: Class 30 contains 34499 members 
Mstep: Class 31 contains 40528 members 
Mstep: Class 32 contains 1929 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2973 members 
Mstep: Class 35 contains 17822 members 
Mstep: Class 36 contains 6491 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784960.000000 Penalty: 89247.812500
Iteration 281Q: 41 clusters Score -1.11785e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105292 members 
Mstep: Class 2 contains 11543 members 
Mstep: Class 3 contains 7020 members 
Mstep: Class 4 contains 122285 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5531 members 
Mstep: Class 8 contains 9683 members 
Mstep: Class 9 contains 76206 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 104972 members 
Mstep: Class 12 contains 99238 members 
Mstep: Class 13 contains 96964 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3218 members 
Mstep: Class 16 contains 70872 members 
Mstep: Class 17 contains 24907 members 
Mstep: Class 18 contains 14258 members 
Mstep: Class 19 contains 2940 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8089 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4797 members 
Mstep: Class 26 contains 19020 members 
Mstep: Class 27 contains 6668 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9459 members 
Mstep: Class 30 contains 34502 members 
Mstep: Class 31 contains 40610 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2972 members 
Mstep: Class 35 contains 17822 members 
Mstep: Class 36 contains 6488 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784960.000000 Penalty: 89247.812500
Iteration 282Q: 41 clusters Score -1.11785e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105263 members 
Mstep: Class 2 contains 11536 members 
Mstep: Class 3 contains 7020 members 
Mstep: Class 4 contains 122307 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5525 members 
Mstep: Class 8 contains 9685 members 
Mstep: Class 9 contains 76172 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 105001 members 
Mstep: Class 12 contains 99241 members 
Mstep: Class 13 contains 96964 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3218 members 
Mstep: Class 16 contains 70826 members 
Mstep: Class 17 contains 24914 members 
Mstep: Class 18 contains 14257 members 
Mstep: Class 19 contains 2945 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8095 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4798 members 
Mstep: Class 26 contains 18999 members 
Mstep: Class 27 contains 6664 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9459 members 
Mstep: Class 30 contains 34503 members 
Mstep: Class 31 contains 40683 members 
Mstep: Class 32 contains 1929 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2972 members 
Mstep: Class 35 contains 17823 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785008.000000 Penalty: 89247.812500
Iteration 283Q: 41 clusters Score -1.11785e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105244 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 7019 members 
Mstep: Class 4 contains 122318 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5518 members 
Mstep: Class 8 contains 9686 members 
Mstep: Class 9 contains 76111 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 105026 members 
Mstep: Class 12 contains 99234 members 
Mstep: Class 13 contains 97000 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3217 members 
Mstep: Class 16 contains 70774 members 
Mstep: Class 17 contains 24917 members 
Mstep: Class 18 contains 14257 members 
Mstep: Class 19 contains 2950 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8102 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4797 members 
Mstep: Class 26 contains 18982 members 
Mstep: Class 27 contains 6664 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9458 members 
Mstep: Class 30 contains 34508 members 
Mstep: Class 31 contains 40762 members 
Mstep: Class 32 contains 1930 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2972 members 
Mstep: Class 35 contains 17824 members 
Mstep: Class 36 contains 6488 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784736.000000 Penalty: 89247.812500
Iteration 284Q: 41 clusters Score -1.117847e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105218 members 
Mstep: Class 2 contains 11527 members 
Mstep: Class 3 contains 7021 members 
Mstep: Class 4 contains 122360 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5506 members 
Mstep: Class 8 contains 9688 members 
Mstep: Class 9 contains 76054 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 105026 members 
Mstep: Class 12 contains 99234 members 
Mstep: Class 13 contains 97017 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3217 members 
Mstep: Class 16 contains 70738 members 
Mstep: Class 17 contains 24918 members 
Mstep: Class 18 contains 14258 members 
Mstep: Class 19 contains 2951 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8108 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4796 members 
Mstep: Class 26 contains 18969 members 
Mstep: Class 27 contains 6664 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34509 members 
Mstep: Class 31 contains 40836 members 
Mstep: Class 32 contains 1930 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2972 members 
Mstep: Class 35 contains 17826 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784912.000000 Penalty: 89247.812500
Iteration 285Q: 41 clusters Score -1.117849e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105204 members 
Mstep: Class 2 contains 11524 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 4 contains 122400 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5497 members 
Mstep: Class 8 contains 9688 members 
Mstep: Class 9 contains 75989 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 105030 members 
Mstep: Class 12 contains 99229 members 
Mstep: Class 13 contains 97043 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3217 members 
Mstep: Class 16 contains 70703 members 
Mstep: Class 17 contains 24925 members 
Mstep: Class 18 contains 14258 members 
Mstep: Class 19 contains 2952 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8116 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4793 members 
Mstep: Class 26 contains 18956 members 
Mstep: Class 27 contains 6667 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9455 members 
Mstep: Class 30 contains 34509 members 
Mstep: Class 31 contains 40897 members 
Mstep: Class 32 contains 1930 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2969 members 
Mstep: Class 35 contains 17827 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785048.000000 Penalty: 89247.812500
Iteration 286Q: 41 clusters Score -1.11785e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105202 members 
Mstep: Class 2 contains 11522 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 122429 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5489 members 
Mstep: Class 8 contains 9688 members 
Mstep: Class 9 contains 75924 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 105030 members 
Mstep: Class 12 contains 99221 members 
Mstep: Class 13 contains 97078 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3216 members 
Mstep: Class 16 contains 70659 members 
Mstep: Class 17 contains 24926 members 
Mstep: Class 18 contains 14259 members 
Mstep: Class 19 contains 2953 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8128 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4794 members 
Mstep: Class 26 contains 18947 members 
Mstep: Class 27 contains 6665 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9455 members 
Mstep: Class 30 contains 34512 members 
Mstep: Class 31 contains 40953 members 
Mstep: Class 32 contains 1930 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2969 members 
Mstep: Class 35 contains 17828 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784904.000000 Penalty: 89247.812500
Iteration 287Q: 41 clusters Score -1.117849e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105200 members 
Mstep: Class 2 contains 11525 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 4 contains 122484 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5481 members 
Mstep: Class 8 contains 9687 members 
Mstep: Class 9 contains 75881 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 105019 members 
Mstep: Class 12 contains 99217 members 
Mstep: Class 13 contains 97073 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3215 members 
Mstep: Class 16 contains 70615 members 
Mstep: Class 17 contains 24928 members 
Mstep: Class 18 contains 14261 members 
Mstep: Class 19 contains 2954 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8139 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4794 members 
Mstep: Class 26 contains 18935 members 
Mstep: Class 27 contains 6665 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9456 members 
Mstep: Class 30 contains 34514 members 
Mstep: Class 31 contains 41007 members 
Mstep: Class 32 contains 1930 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2969 members 
Mstep: Class 35 contains 17830 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784776.000000 Penalty: 89247.812500
Iteration 288Q: 41 clusters Score -1.117848e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105193 members 
Mstep: Class 2 contains 11521 members 
Mstep: Class 3 contains 7022 members 
Mstep: Class 4 contains 122533 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5471 members 
Mstep: Class 8 contains 9686 members 
Mstep: Class 9 contains 75832 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 105034 members 
Mstep: Class 12 contains 99219 members 
Mstep: Class 13 contains 97071 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3211 members 
Mstep: Class 16 contains 70575 members 
Mstep: Class 17 contains 24924 members 
Mstep: Class 18 contains 14261 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8151 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4795 members 
Mstep: Class 26 contains 18916 members 
Mstep: Class 27 contains 6665 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34510 members 
Mstep: Class 31 contains 41069 members 
Mstep: Class 32 contains 1929 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2970 members 
Mstep: Class 35 contains 17832 members 
Mstep: Class 36 contains 6485 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784544.000000 Penalty: 89247.812500
Iteration 289Q: 41 clusters Score -1.117845e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105177 members 
Mstep: Class 2 contains 11522 members 
Mstep: Class 3 contains 7022 members 
Mstep: Class 4 contains 122573 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5464 members 
Mstep: Class 8 contains 9685 members 
Mstep: Class 9 contains 75801 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 105030 members 
Mstep: Class 12 contains 99217 members 
Mstep: Class 13 contains 97068 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3207 members 
Mstep: Class 16 contains 70542 members 
Mstep: Class 17 contains 24928 members 
Mstep: Class 18 contains 14264 members 
Mstep: Class 19 contains 2962 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8160 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4798 members 
Mstep: Class 26 contains 18901 members 
Mstep: Class 27 contains 6666 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9458 members 
Mstep: Class 30 contains 34505 members 
Mstep: Class 31 contains 41120 members 
Mstep: Class 32 contains 1929 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2969 members 
Mstep: Class 35 contains 17834 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784384.000000 Penalty: 89247.812500
Iteration 290Q: 41 clusters Score -1.117844e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105180 members 
Mstep: Class 2 contains 11526 members 
Mstep: Class 3 contains 7022 members 
Mstep: Class 4 contains 122590 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5462 members 
Mstep: Class 8 contains 9687 members 
Mstep: Class 9 contains 75790 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 105033 members 
Mstep: Class 12 contains 99224 members 
Mstep: Class 13 contains 97022 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3206 members 
Mstep: Class 16 contains 70506 members 
Mstep: Class 17 contains 24931 members 
Mstep: Class 18 contains 14267 members 
Mstep: Class 19 contains 2963 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8169 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4795 members 
Mstep: Class 26 contains 18880 members 
Mstep: Class 27 contains 6667 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9459 members 
Mstep: Class 30 contains 34503 members 
Mstep: Class 31 contains 41186 members 
Mstep: Class 32 contains 1929 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2968 members 
Mstep: Class 35 contains 17835 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784560.000000 Penalty: 89247.812500
Iteration 291Q: 41 clusters Score -1.117846e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105171 members 
Mstep: Class 2 contains 11527 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 4 contains 122618 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5457 members 
Mstep: Class 8 contains 9689 members 
Mstep: Class 9 contains 75768 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 105039 members 
Mstep: Class 12 contains 99241 members 
Mstep: Class 13 contains 97000 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3206 members 
Mstep: Class 16 contains 70463 members 
Mstep: Class 17 contains 24936 members 
Mstep: Class 18 contains 14267 members 
Mstep: Class 19 contains 2966 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8176 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4795 members 
Mstep: Class 26 contains 18848 members 
Mstep: Class 27 contains 6667 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9458 members 
Mstep: Class 30 contains 34510 members 
Mstep: Class 31 contains 41241 members 
Mstep: Class 32 contains 1930 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2966 members 
Mstep: Class 35 contains 17837 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784512.000000 Penalty: 89247.812500
Iteration 292Q: 41 clusters Score -1.117845e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105147 members 
Mstep: Class 2 contains 11517 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 122659 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5451 members 
Mstep: Class 8 contains 9691 members 
Mstep: Class 9 contains 75734 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 105047 members 
Mstep: Class 12 contains 99251 members 
Mstep: Class 13 contains 96989 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3205 members 
Mstep: Class 16 contains 70419 members 
Mstep: Class 17 contains 24943 members 
Mstep: Class 18 contains 14271 members 
Mstep: Class 19 contains 2970 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8190 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4794 members 
Mstep: Class 26 contains 18826 members 
Mstep: Class 27 contains 6667 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34515 members 
Mstep: Class 31 contains 41300 members 
Mstep: Class 32 contains 1930 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2966 members 
Mstep: Class 35 contains 17837 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784312.000000 Penalty: 89247.812500
Iteration 293Q: 41 clusters Score -1.117843e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105130 members 
Mstep: Class 2 contains 11517 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 4 contains 122678 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5445 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 75692 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 105065 members 
Mstep: Class 12 contains 99263 members 
Mstep: Class 13 contains 96986 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3205 members 
Mstep: Class 16 contains 70377 members 
Mstep: Class 17 contains 24953 members 
Mstep: Class 18 contains 14274 members 
Mstep: Class 19 contains 2974 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8196 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4794 members 
Mstep: Class 26 contains 18810 members 
Mstep: Class 27 contains 6666 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34522 members 
Mstep: Class 31 contains 41353 members 
Mstep: Class 32 contains 1930 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2966 members 
Mstep: Class 35 contains 17837 members 
Mstep: Class 36 contains 6485 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784464.000000 Penalty: 89247.812500
Iteration 294Q: 41 clusters Score -1.117845e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105130 members 
Mstep: Class 2 contains 11517 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 122677 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5436 members 
Mstep: Class 8 contains 9691 members 
Mstep: Class 9 contains 75647 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 105088 members 
Mstep: Class 12 contains 99275 members 
Mstep: Class 13 contains 96979 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3204 members 
Mstep: Class 16 contains 70350 members 
Mstep: Class 17 contains 24957 members 
Mstep: Class 18 contains 14277 members 
Mstep: Class 19 contains 2975 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8198 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4793 members 
Mstep: Class 26 contains 18792 members 
Mstep: Class 27 contains 6668 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9456 members 
Mstep: Class 30 contains 34523 members 
Mstep: Class 31 contains 41416 members 
Mstep: Class 32 contains 1930 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2965 members 
Mstep: Class 35 contains 17836 members 
Mstep: Class 36 contains 6484 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784392.000000 Penalty: 89247.812500
Iteration 295Q: 41 clusters Score -1.117844e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105113 members 
Mstep: Class 2 contains 11513 members 
Mstep: Class 3 contains 7028 members 
Mstep: Class 4 contains 122697 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5432 members 
Mstep: Class 8 contains 9692 members 
Mstep: Class 9 contains 75628 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 105097 members 
Mstep: Class 12 contains 99289 members 
Mstep: Class 13 contains 96959 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3204 members 
Mstep: Class 16 contains 70310 members 
Mstep: Class 17 contains 24960 members 
Mstep: Class 18 contains 14281 members 
Mstep: Class 19 contains 2977 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8204 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4792 members 
Mstep: Class 26 contains 18776 members 
Mstep: Class 27 contains 6669 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9456 members 
Mstep: Class 30 contains 34527 members 
Mstep: Class 31 contains 41472 members 
Mstep: Class 32 contains 1929 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2965 members 
Mstep: Class 35 contains 17835 members 
Mstep: Class 36 contains 6484 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784312.000000 Penalty: 89247.812500
Iteration 296Q: 41 clusters Score -1.117843e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105095 members 
Mstep: Class 2 contains 11511 members 
Mstep: Class 3 contains 7030 members 
Mstep: Class 4 contains 122731 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5429 members 
Mstep: Class 8 contains 9694 members 
Mstep: Class 9 contains 75581 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 105096 members 
Mstep: Class 12 contains 99312 members 
Mstep: Class 13 contains 96948 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3202 members 
Mstep: Class 16 contains 70275 members 
Mstep: Class 17 contains 24962 members 
Mstep: Class 18 contains 14283 members 
Mstep: Class 19 contains 2978 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8209 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4790 members 
Mstep: Class 26 contains 18764 members 
Mstep: Class 27 contains 6670 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9456 members 
Mstep: Class 30 contains 34532 members 
Mstep: Class 31 contains 41527 members 
Mstep: Class 32 contains 1929 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2965 members 
Mstep: Class 35 contains 17836 members 
Mstep: Class 36 contains 6484 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784672.000000 Penalty: 89247.812500
Iteration 297Q: 41 clusters Score -1.117847e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105109 members 
Mstep: Class 2 contains 11511 members 
Mstep: Class 3 contains 7032 members 
Mstep: Class 4 contains 122739 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5426 members 
Mstep: Class 8 contains 9694 members 
Mstep: Class 9 contains 75530 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 105096 members 
Mstep: Class 12 contains 99316 members 
Mstep: Class 13 contains 96954 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 3200 members 
Mstep: Class 16 contains 70248 members 
Mstep: Class 17 contains 24968 members 
Mstep: Class 18 contains 14284 members 
Mstep: Class 19 contains 2979 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8213 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4787 members 
Mstep: Class 26 contains 18756 members 
Mstep: Class 27 contains 6669 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9456 members 
Mstep: Class 30 contains 34532 members 
Mstep: Class 31 contains 41577 members 
Mstep: Class 32 contains 1929 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2964 members 
Mstep: Class 35 contains 17838 members 
Mstep: Class 36 contains 6484 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784568.000000 Penalty: 89247.812500
Iteration 298Q: 41 clusters Score -1.117846e+08 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105110 members 
Mstep: Class 2 contains 11507 members 
Mstep: Class 3 contains 7033 members 
Mstep: Class 4 contains 122789 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 9695 members 
Mstep: Class 9 contains 75476 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 105086 members 
Mstep: Class 12 contains 99332 members 
Mstep: Class 13 contains 96926 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3199 members 
Mstep: Class 16 contains 70224 members 
Mstep: Class 17 contains 24973 members 
Mstep: Class 18 contains 14289 members 
Mstep: Class 19 contains 2980 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8216 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4786 members 
Mstep: Class 26 contains 18752 members 
Mstep: Class 27 contains 6670 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9456 members 
Mstep: Class 30 contains 34538 members 
Mstep: Class 31 contains 41620 members 
Mstep: Class 32 contains 1929 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2964 members 
Mstep: Class 35 contains 17839 members 
Mstep: Class 36 contains 6484 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784496.000000 Penalty: 89247.812500
Iteration 299Q: 41 clusters Score -1.117845e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105117 members 
Mstep: Class 2 contains 11502 members 
Mstep: Class 3 contains 7034 members 
Mstep: Class 4 contains 122849 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5412 members 
Mstep: Class 8 contains 9697 members 
Mstep: Class 9 contains 75430 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 105085 members 
Mstep: Class 12 contains 99334 members 
Mstep: Class 13 contains 96917 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 16 contains 70189 members 
Mstep: Class 17 contains 24975 members 
Mstep: Class 18 contains 14291 members 
Mstep: Class 19 contains 2980 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4784 members 
Mstep: Class 26 contains 18747 members 
Mstep: Class 27 contains 6669 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9454 members 
Mstep: Class 30 contains 34532 members 
Mstep: Class 31 contains 41659 members 
Mstep: Class 32 contains 1929 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2963 members 
Mstep: Class 35 contains 17840 members 
Mstep: Class 36 contains 6483 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784592.000000 Penalty: 89247.812500
Iteration 300F: 41 clusters Score -1.117846e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105122 members 
Mstep: Class 2 contains 11500 members 
Mstep: Class 3 contains 7033 members 
Mstep: Class 4 contains 122881 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 9697 members 
Mstep: Class 9 contains 75394 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 105080 members 
Mstep: Class 12 contains 99338 members 
Mstep: Class 13 contains 96909 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 16 contains 70147 members 
Mstep: Class 17 contains 24980 members 
Mstep: Class 18 contains 14293 members 
Mstep: Class 19 contains 2980 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4783 members 
Mstep: Class 26 contains 18742 members 
Mstep: Class 27 contains 6670 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9454 members 
Mstep: Class 30 contains 34528 members 
Mstep: Class 31 contains 41709 members 
Mstep: Class 32 contains 1930 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2964 members 
Mstep: Class 35 contains 17840 members 
Mstep: Class 36 contains 6484 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784568.000000 Penalty: 89247.812500
Iteration 301Q: 41 clusters Score -1.117846e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105099 members 
Mstep: Class 2 contains 11501 members 
Mstep: Class 3 contains 7032 members 
Mstep: Class 4 contains 122931 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 9698 members 
Mstep: Class 9 contains 75354 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 105097 members 
Mstep: Class 12 contains 99330 members 
Mstep: Class 13 contains 96898 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 16 contains 70116 members 
Mstep: Class 17 contains 24983 members 
Mstep: Class 18 contains 14294 members 
Mstep: Class 19 contains 2983 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8234 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4782 members 
Mstep: Class 26 contains 18736 members 
Mstep: Class 27 contains 6671 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9454 members 
Mstep: Class 30 contains 34532 members 
Mstep: Class 31 contains 41754 members 
Mstep: Class 32 contains 1929 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2963 members 
Mstep: Class 35 contains 17841 members 
Mstep: Class 36 contains 6485 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784544.000000 Penalty: 89247.812500
Iteration 302Q: 41 clusters Score -1.117845e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105063 members 
Mstep: Class 2 contains 11494 members 
Mstep: Class 3 contains 7031 members 
Mstep: Class 4 contains 122969 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5393 members 
Mstep: Class 8 contains 9697 members 
Mstep: Class 9 contains 75302 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 105103 members 
Mstep: Class 12 contains 99339 members 
Mstep: Class 13 contains 96905 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 16 contains 70095 members 
Mstep: Class 17 contains 24986 members 
Mstep: Class 18 contains 14294 members 
Mstep: Class 19 contains 2986 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8239 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4781 members 
Mstep: Class 26 contains 18730 members 
Mstep: Class 27 contains 6671 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9455 members 
Mstep: Class 30 contains 34534 members 
Mstep: Class 31 contains 41809 members 
Mstep: Class 32 contains 1929 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2963 members 
Mstep: Class 35 contains 17840 members 
Mstep: Class 36 contains 6485 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784688.000000 Penalty: 89247.812500
Iteration 303Q: 41 clusters Score -1.117847e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105046 members 
Mstep: Class 2 contains 11493 members 
Mstep: Class 3 contains 7029 members 
Mstep: Class 4 contains 123007 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5394 members 
Mstep: Class 8 contains 9698 members 
Mstep: Class 9 contains 75269 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 105095 members 
Mstep: Class 12 contains 99325 members 
Mstep: Class 13 contains 96895 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 16 contains 70068 members 
Mstep: Class 17 contains 24989 members 
Mstep: Class 18 contains 14297 members 
Mstep: Class 19 contains 2991 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8245 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4781 members 
Mstep: Class 26 contains 18731 members 
Mstep: Class 27 contains 6670 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34537 members 
Mstep: Class 31 contains 41860 members 
Mstep: Class 32 contains 1929 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2962 members 
Mstep: Class 35 contains 17840 members 
Mstep: Class 36 contains 6485 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784672.000000 Penalty: 89247.812500
Iteration 304Q: 41 clusters Score -1.117847e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105040 members 
Mstep: Class 2 contains 11491 members 
Mstep: Class 3 contains 7027 members 
Mstep: Class 4 contains 123028 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5392 members 
Mstep: Class 8 contains 9699 members 
Mstep: Class 9 contains 75221 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 105081 members 
Mstep: Class 12 contains 99332 members 
Mstep: Class 13 contains 96882 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 16 contains 70055 members 
Mstep: Class 17 contains 24994 members 
Mstep: Class 18 contains 14295 members 
Mstep: Class 19 contains 2993 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8252 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4782 members 
Mstep: Class 26 contains 18725 members 
Mstep: Class 27 contains 6671 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34539 members 
Mstep: Class 31 contains 41923 members 
Mstep: Class 32 contains 1929 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2962 members 
Mstep: Class 35 contains 17839 members 
Mstep: Class 36 contains 6484 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784568.000000 Penalty: 89247.812500
Iteration 305Q: 41 clusters Score -1.117846e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105022 members 
Mstep: Class 2 contains 11491 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 123063 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5389 members 
Mstep: Class 8 contains 9698 members 
Mstep: Class 9 contains 75179 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 105078 members 
Mstep: Class 12 contains 99344 members 
Mstep: Class 13 contains 96860 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 16 contains 70032 members 
Mstep: Class 17 contains 24994 members 
Mstep: Class 18 contains 14292 members 
Mstep: Class 19 contains 2996 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8260 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4783 members 
Mstep: Class 26 contains 18716 members 
Mstep: Class 27 contains 6670 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34551 members 
Mstep: Class 31 contains 41980 members 
Mstep: Class 32 contains 1926 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2962 members 
Mstep: Class 35 contains 17840 members 
Mstep: Class 36 contains 6485 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784752.000000 Penalty: 89247.812500
Iteration 306Q: 41 clusters Score -1.117848e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105012 members 
Mstep: Class 2 contains 11493 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 123080 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 9698 members 
Mstep: Class 9 contains 75151 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 105090 members 
Mstep: Class 12 contains 99350 members 
Mstep: Class 13 contains 96824 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3195 members 
Mstep: Class 16 contains 70008 members 
Mstep: Class 17 contains 24997 members 
Mstep: Class 18 contains 14289 members 
Mstep: Class 19 contains 2998 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8262 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4782 members 
Mstep: Class 26 contains 18710 members 
Mstep: Class 27 contains 6672 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34558 members 
Mstep: Class 31 contains 42041 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2962 members 
Mstep: Class 35 contains 17839 members 
Mstep: Class 36 contains 6484 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784880.000000 Penalty: 89247.812500
Iteration 307Q: 41 clusters Score -1.117849e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 104987 members 
Mstep: Class 2 contains 11493 members 
Mstep: Class 3 contains 7022 members 
Mstep: Class 4 contains 123104 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5389 members 
Mstep: Class 8 contains 9696 members 
Mstep: Class 9 contains 75111 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 105103 members 
Mstep: Class 12 contains 99360 members 
Mstep: Class 13 contains 96815 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3196 members 
Mstep: Class 16 contains 69987 members 
Mstep: Class 17 contains 24998 members 
Mstep: Class 18 contains 14288 members 
Mstep: Class 19 contains 2999 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8272 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4781 members 
Mstep: Class 26 contains 18699 members 
Mstep: Class 27 contains 6673 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34561 members 
Mstep: Class 31 contains 42092 members 
Mstep: Class 32 contains 1924 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2962 members 
Mstep: Class 35 contains 17838 members 
Mstep: Class 36 contains 6483 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784848.000000 Penalty: 89247.812500
Iteration 308Q: 41 clusters Score -1.117848e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 104990 members 
Mstep: Class 2 contains 11493 members 
Mstep: Class 3 contains 7022 members 
Mstep: Class 4 contains 123138 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5385 members 
Mstep: Class 8 contains 9695 members 
Mstep: Class 9 contains 75075 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 105092 members 
Mstep: Class 12 contains 99375 members 
Mstep: Class 13 contains 96799 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3196 members 
Mstep: Class 16 contains 69957 members 
Mstep: Class 17 contains 25000 members 
Mstep: Class 18 contains 14287 members 
Mstep: Class 19 contains 3003 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8279 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4780 members 
Mstep: Class 26 contains 18691 members 
Mstep: Class 27 contains 6673 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34565 members 
Mstep: Class 31 contains 42131 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2962 members 
Mstep: Class 35 contains 17838 members 
Mstep: Class 36 contains 6482 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784904.000000 Penalty: 89247.812500
Iteration 309Q: 41 clusters Score -1.117849e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 104986 members 
Mstep: Class 2 contains 11489 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 4 contains 123182 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5383 members 
Mstep: Class 8 contains 9695 members 
Mstep: Class 9 contains 75022 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 105090 members 
Mstep: Class 12 contains 99383 members 
Mstep: Class 13 contains 96785 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 16 contains 69929 members 
Mstep: Class 17 contains 25002 members 
Mstep: Class 18 contains 14288 members 
Mstep: Class 19 contains 3011 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8284 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4781 members 
Mstep: Class 26 contains 18687 members 
Mstep: Class 27 contains 6673 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34568 members 
Mstep: Class 31 contains 42172 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2959 members 
Mstep: Class 35 contains 17837 members 
Mstep: Class 36 contains 6482 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784808.000000 Penalty: 89247.812500
Iteration 310Q: 41 clusters Score -1.117848e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 104981 members 
Mstep: Class 2 contains 11485 members 
Mstep: Class 3 contains 7021 members 
Mstep: Class 4 contains 123215 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5380 members 
Mstep: Class 8 contains 9698 members 
Mstep: Class 9 contains 74986 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 105083 members 
Mstep: Class 12 contains 99386 members 
Mstep: Class 13 contains 96782 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3198 members 
Mstep: Class 16 contains 69903 members 
Mstep: Class 17 contains 25002 members 
Mstep: Class 18 contains 14288 members 
Mstep: Class 19 contains 3014 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8287 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4781 members 
Mstep: Class 26 contains 18676 members 
Mstep: Class 27 contains 6673 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34570 members 
Mstep: Class 31 contains 42222 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2959 members 
Mstep: Class 35 contains 17837 members 
Mstep: Class 36 contains 6482 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784856.000000 Penalty: 89247.812500
Iteration 311Q: 41 clusters Score -1.117849e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105001 members 
Mstep: Class 2 contains 11482 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 4 contains 123218 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 9699 members 
Mstep: Class 9 contains 74943 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 105088 members 
Mstep: Class 12 contains 99398 members 
Mstep: Class 13 contains 96763 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 16 contains 69872 members 
Mstep: Class 17 contains 25008 members 
Mstep: Class 18 contains 14288 members 
Mstep: Class 19 contains 3016 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8294 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4781 members 
Mstep: Class 26 contains 18667 members 
Mstep: Class 27 contains 6672 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34576 members 
Mstep: Class 31 contains 42268 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2959 members 
Mstep: Class 35 contains 17837 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785096.000000 Penalty: 89247.812500
Iteration 312Q: 41 clusters Score -1.117851e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105017 members 
Mstep: Class 2 contains 11482 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 123259 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5371 members 
Mstep: Class 8 contains 9700 members 
Mstep: Class 9 contains 74897 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 105082 members 
Mstep: Class 12 contains 99398 members 
Mstep: Class 13 contains 96755 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3196 members 
Mstep: Class 16 contains 69844 members 
Mstep: Class 17 contains 25013 members 
Mstep: Class 18 contains 14289 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8301 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4783 members 
Mstep: Class 26 contains 18657 members 
Mstep: Class 27 contains 6672 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34575 members 
Mstep: Class 31 contains 42299 members 
Mstep: Class 32 contains 1926 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2958 members 
Mstep: Class 35 contains 17837 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784912.000000 Penalty: 89247.812500
Iteration 313Q: 41 clusters Score -1.117849e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105039 members 
Mstep: Class 2 contains 11477 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 123282 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5363 members 
Mstep: Class 8 contains 9700 members 
Mstep: Class 9 contains 74863 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 105071 members 
Mstep: Class 12 contains 99383 members 
Mstep: Class 13 contains 96761 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 16 contains 69822 members 
Mstep: Class 17 contains 25018 members 
Mstep: Class 18 contains 14287 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8310 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4783 members 
Mstep: Class 26 contains 18651 members 
Mstep: Class 27 contains 6677 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34573 members 
Mstep: Class 31 contains 42333 members 
Mstep: Class 32 contains 1926 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2958 members 
Mstep: Class 35 contains 17836 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784944.000000 Penalty: 89247.812500
Iteration 314Q: 41 clusters Score -1.117849e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105046 members 
Mstep: Class 2 contains 11474 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 4 contains 123322 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5349 members 
Mstep: Class 8 contains 9699 members 
Mstep: Class 9 contains 74842 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 105070 members 
Mstep: Class 12 contains 99384 members 
Mstep: Class 13 contains 96739 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 16 contains 69807 members 
Mstep: Class 17 contains 25026 members 
Mstep: Class 18 contains 14288 members 
Mstep: Class 19 contains 3021 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8317 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4785 members 
Mstep: Class 26 contains 18636 members 
Mstep: Class 27 contains 6679 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34576 members 
Mstep: Class 31 contains 42353 members 
Mstep: Class 32 contains 1926 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2958 members 
Mstep: Class 35 contains 17836 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784912.000000 Penalty: 89247.812500
Iteration 315Q: 41 clusters Score -1.117849e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105053 members 
Mstep: Class 2 contains 11471 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 4 contains 123344 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 9698 members 
Mstep: Class 9 contains 74813 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 105076 members 
Mstep: Class 12 contains 99382 members 
Mstep: Class 13 contains 96738 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 16 contains 69793 members 
Mstep: Class 17 contains 25035 members 
Mstep: Class 18 contains 14290 members 
Mstep: Class 19 contains 3022 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8319 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4787 members 
Mstep: Class 26 contains 18617 members 
Mstep: Class 27 contains 6683 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34577 members 
Mstep: Class 31 contains 42377 members 
Mstep: Class 32 contains 1926 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2959 members 
Mstep: Class 35 contains 17834 members 
Mstep: Class 36 contains 6480 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784944.000000 Penalty: 89247.812500
Iteration 316Q: 41 clusters Score -1.117849e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105052 members 
Mstep: Class 2 contains 11475 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 4 contains 123336 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5327 members 
Mstep: Class 8 contains 9696 members 
Mstep: Class 9 contains 74776 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 105086 members 
Mstep: Class 12 contains 99380 members 
Mstep: Class 13 contains 96749 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 16 contains 69790 members 
Mstep: Class 17 contains 25043 members 
Mstep: Class 18 contains 14290 members 
Mstep: Class 19 contains 3024 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8321 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4787 members 
Mstep: Class 26 contains 18604 members 
Mstep: Class 27 contains 6686 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34579 members 
Mstep: Class 31 contains 42410 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2959 members 
Mstep: Class 35 contains 17836 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784968.000000 Penalty: 89247.812500
Iteration 317Q: 41 clusters Score -1.11785e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105059 members 
Mstep: Class 2 contains 11472 members 
Mstep: Class 3 contains 7021 members 
Mstep: Class 4 contains 123317 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5316 members 
Mstep: Class 8 contains 9697 members 
Mstep: Class 9 contains 74737 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 105093 members 
Mstep: Class 12 contains 99379 members 
Mstep: Class 13 contains 96781 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 16 contains 69772 members 
Mstep: Class 17 contains 25051 members 
Mstep: Class 18 contains 14290 members 
Mstep: Class 19 contains 3027 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8327 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4788 members 
Mstep: Class 26 contains 18588 members 
Mstep: Class 27 contains 6689 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34581 members 
Mstep: Class 31 contains 42449 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2959 members 
Mstep: Class 35 contains 17836 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784984.000000 Penalty: 89247.812500
Iteration 318Q: 41 clusters Score -1.11785e+08 nChanged 358
Entering ConstructFrom: 
Score: -111784984.000000 Penalty: 89247.812500
Entering ConstructFrom: 
Trying to split cluster 1 (105068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105068 members 
Entering Unmasked Estep 
Score: -13169859.000000 Penalty: 1878.883911
	Iteration 0F: 2 clusters Score -1.316986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52493 members 
Mstep: Class 2 contains 52575 members 
Entering Unmasked Estep 
Score: -13103474.000000 Penalty: 3757.767822
	Iteration 0F: 3 clusters Score -1.310347e+07 nChanged 50067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Mstep: Class 2 contains 53994 members 
Entering Unmasked Estep 
Score: -13132365.000000 Penalty: 3757.767822
	Iteration 1F: 3 clusters Score -1.313236e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50243 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -13133657.000000 Penalty: 3757.767822
	Iteration 2Q: 3 clusters Score -1.313366e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 56121 members 
Entering Unmasked Estep 
Score: -13135327.000000 Penalty: 3757.767822
	Iteration 3Q: 3 clusters Score -1.313533e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 58164 members 
Entering Unmasked Estep 
Score: -13137501.000000 Penalty: 3757.767822
	Iteration 4Q: 3 clusters Score -1.31375e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 61183 members 
Entering Unmasked Estep 
Score: -13140732.000000 Penalty: 3757.767822
	Iteration 5F: 3 clusters Score -1.314073e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 65172 members 
Entering Unmasked Estep 
Score: -13145330.000000 Penalty: 3757.767822
	Iteration 6F: 3 clusters Score -1.314533e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 69705 members 
Entering Unmasked Estep 
Score: -13151350.000000 Penalty: 3757.767822
	Iteration 7F: 3 clusters Score -1.315135e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 73524 members 
Entering Unmasked Estep 
Score: -13157164.000000 Penalty: 3757.767822
	Iteration 8F: 3 clusters Score -1.315716e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 75915 members 
Entering Unmasked Estep 
Score: -13160371.000000 Penalty: 3757.767822
	Iteration 9Q: 3 clusters Score -1.316037e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 77635 members 
Entering Unmasked Estep 
Score: -13161754.000000 Penalty: 3757.767822
	Iteration 10Q: 3 clusters Score -1.316175e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 79167 members 
Entering Unmasked Estep 
Score: -13162427.000000 Penalty: 3757.767822
	Iteration 11Q: 3 clusters Score -1.316243e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 80703 members 
Entering Unmasked Estep 
Score: -13163015.000000 Penalty: 3757.767822
	Iteration 12Q: 3 clusters Score -1.316302e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 82219 members 
Entering Unmasked Estep 
Score: -13163627.000000 Penalty: 3757.767822
	Iteration 13Q: 3 clusters Score -1.316363e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 83663 members 
Entering Unmasked Estep 
Score: -13164118.000000 Penalty: 3757.767822
	Iteration 14Q: 3 clusters Score -1.316412e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 85050 members 
Entering Unmasked Estep 
Score: -13164593.000000 Penalty: 3757.767822
	Iteration 15Q: 3 clusters Score -1.316459e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 86404 members 
Entering Unmasked Estep 
Score: -13165115.000000 Penalty: 3757.767822
	Iteration 16Q: 3 clusters Score -1.316512e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 87784 members 
Entering Unmasked Estep 
Score: -13165629.000000 Penalty: 3757.767822
	Iteration 17Q: 3 clusters Score -1.316563e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 89128 members 
Entering Unmasked Estep 
Score: -13166161.000000 Penalty: 3757.767822
	Iteration 18Q: 3 clusters Score -1.316616e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 90453 members 
Entering Unmasked Estep 
Score: -13166699.000000 Penalty: 3757.767822
	Iteration 19Q: 3 clusters Score -1.31667e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 91794 members 
Entering Unmasked Estep 
Score: -13167235.000000 Penalty: 3757.767822
	Iteration 20F: 3 clusters Score -1.316724e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 93137 members 
Entering Unmasked Estep 
Score: -13167760.000000 Penalty: 3757.767822
	Iteration 21Q: 3 clusters Score -1.316776e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 94497 members 
Entering Unmasked Estep 
Score: -13168353.000000 Penalty: 3757.767822
	Iteration 22Q: 3 clusters Score -1.316835e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 95819 members 
Entering Unmasked Estep 
Score: -13168701.000000 Penalty: 3757.767822
	Iteration 23Q: 3 clusters Score -1.31687e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 97070 members 
Entering Unmasked Estep 
Score: -13168968.000000 Penalty: 3757.767822
	Iteration 24Q: 3 clusters Score -1.316897e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 98258 members 
Entering Unmasked Estep 
Score: -13169248.000000 Penalty: 3757.767822
	Iteration 25Q: 3 clusters Score -1.316925e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 99261 members 
Entering Unmasked Estep 
Score: -13169438.000000 Penalty: 3757.767822
	Iteration 26Q: 3 clusters Score -1.316944e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 100130 members 
Entering Unmasked Estep 
Score: -13169469.000000 Penalty: 3757.767822
	Iteration 27Q: 3 clusters Score -1.316947e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 100904 members 
Entering Unmasked Estep 
Score: -13169589.000000 Penalty: 3757.767822
	Iteration 28Q: 3 clusters Score -1.316959e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 101534 members 
Entering Unmasked Estep 
Score: -13169576.000000 Penalty: 3757.767822
	Iteration 29Q: 3 clusters Score -1.316958e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 102082 members 
Entering Unmasked Estep 
Score: -13169498.000000 Penalty: 3757.767822
	Iteration 30Q: 3 clusters Score -1.31695e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 102525 members 
Entering Unmasked Estep 
Score: -13169429.000000 Penalty: 3757.767822
	Iteration 31Q: 3 clusters Score -1.316943e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 102868 members 
Entering Unmasked Estep 
Score: -13169389.000000 Penalty: 3757.767822
	Iteration 32Q: 3 clusters Score -1.316939e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 103151 members 
Entering Unmasked Estep 
Score: -13169376.000000 Penalty: 3757.767822
	Iteration 33Q: 3 clusters Score -1.316938e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 103368 members 
Entering Unmasked Estep 
Score: -13169307.000000 Penalty: 3757.767822
	Iteration 34Q: 3 clusters Score -1.316931e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 103550 members 
Entering Unmasked Estep 
Score: -13169276.000000 Penalty: 3757.767822
	Iteration 35Q: 3 clusters Score -1.316928e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 103666 members 
Entering Unmasked Estep 
Score: -13169259.000000 Penalty: 3757.767822
	Iteration 36Q: 3 clusters Score -1.316926e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 103760 members 
Entering Unmasked Estep 
Score: -13169255.000000 Penalty: 3757.767822
	Iteration 37Q: 3 clusters Score -1.316926e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 103822 members 
Entering Unmasked Estep 
Score: -13169214.000000 Penalty: 3757.767822
	Iteration 38Q: 3 clusters Score -1.316921e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 103868 members 
Entering Unmasked Estep 
Score: -13169224.000000 Penalty: 3757.767822
	Iteration 39Q: 3 clusters Score -1.316922e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 103907 members 
Entering Unmasked Estep 
Score: -13169179.000000 Penalty: 3757.767822
	Iteration 40F: 3 clusters Score -1.316918e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 103929 members 
Entering Unmasked Estep 
Score: -13169180.000000 Penalty: 3757.767822
	Iteration 41Q: 3 clusters Score -1.316918e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 103950 members 
Entering Unmasked Estep 
Score: -13169178.000000 Penalty: 3757.767822
	Iteration 42Q: 3 clusters Score -1.316918e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 103969 members 
Entering Unmasked Estep 
Score: -13169173.000000 Penalty: 3757.767822
	Iteration 43Q: 3 clusters Score -1.316917e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 103976 members 
Entering Unmasked Estep 
Score: -13169185.000000 Penalty: 3757.767822
	Iteration 44Q: 3 clusters Score -1.316918e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 103989 members 
Entering Unmasked Estep 
Score: -13169182.000000 Penalty: 3757.767822
	Iteration 45Q: 3 clusters Score -1.316918e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 104006 members 
Entering Unmasked Estep 
Score: -13169176.000000 Penalty: 3757.767822
	Iteration 46Q: 3 clusters Score -1.316918e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 104015 members 
Entering Unmasked Estep 
Score: -13169172.000000 Penalty: 3757.767822
	Iteration 47Q: 3 clusters Score -1.316917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 104020 members 
Entering Unmasked Estep 
Score: -13169173.000000 Penalty: 3757.767822
	Iteration 48Q: 3 clusters Score -1.316917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 104027 members 
Entering Unmasked Estep 
Score: -13169160.000000 Penalty: 3757.767822
	Iteration 49Q: 3 clusters Score -1.316916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 104032 members 
Entering Unmasked Estep 
Score: -13169165.000000 Penalty: 3757.767822
	Iteration 50Q: 3 clusters Score -1.316916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 104038 members 
Entering Unmasked Estep 
Score: -13169161.000000 Penalty: 3757.767822
	Iteration 51Q: 3 clusters Score -1.316916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 104044 members 
Entering Unmasked Estep 
Score: -13169168.000000 Penalty: 3757.767822
	Iteration 52Q: 3 clusters Score -1.316917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 104050 members 
Entering Unmasked Estep 
Score: -13169154.000000 Penalty: 3757.767822
	Iteration 53Q: 3 clusters Score -1.316915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 104056 members 
Entering Unmasked Estep 
Score: -13169151.000000 Penalty: 3757.767822
	Iteration 54Q: 3 clusters Score -1.316915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 104062 members 
Entering Unmasked Estep 
Score: -13169151.000000 Penalty: 3757.767822
	Iteration 55Q: 3 clusters Score -1.316915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 104066 members 
Entering Unmasked Estep 
Score: -13169159.000000 Penalty: 3757.767822
	Iteration 56Q: 3 clusters Score -1.316916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 104069 members 
Entering Unmasked Estep 
Score: -13169160.000000 Penalty: 3757.767822
	Iteration 57Q: 3 clusters Score -1.316916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 104073 members 
Entering Unmasked Estep 
Score: -13169161.000000 Penalty: 3757.767822
	Iteration 58Q: 3 clusters Score -1.316916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 104072 members 
Entering Unmasked Estep 
Score: -13169158.000000 Penalty: 3757.767822
	Iteration 59Q: 3 clusters Score -1.316916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 104072 members 
Entering Unmasked Estep 
Score: -13169156.000000 Penalty: 3757.767822
	Iteration 60F: 3 clusters Score -1.316916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 104074 members 
Entering Unmasked Estep 
Score: -13169152.000000 Penalty: 3757.767822
	Iteration 61Q: 3 clusters Score -1.316915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 104073 members 
Entering Unmasked Estep 
Score: -13169148.000000 Penalty: 3757.767822
	Iteration 62Q: 3 clusters Score -1.316915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 104074 members 
Entering Unmasked Estep 
Score: -13169164.000000 Penalty: 3757.767822
	Iteration 63Q: 3 clusters Score -1.316916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 104075 members 
Entering Unmasked Estep 
Score: -13169159.000000 Penalty: 3757.767822
	Iteration 64Q: 3 clusters Score -1.316916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 104080 members 
Entering Unmasked Estep 
Score: -13169153.000000 Penalty: 3757.767822
	Iteration 65Q: 3 clusters Score -1.316915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 104082 members 
Entering Unmasked Estep 
Score: -13169148.000000 Penalty: 3757.767822
	Iteration 66Q: 3 clusters Score -1.316915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 104086 members 
Entering Unmasked Estep 
Score: -13169138.000000 Penalty: 3757.767822
	Iteration 67Q: 3 clusters Score -1.316914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 104088 members 
Entering Unmasked Estep 
Score: -13169148.000000 Penalty: 3757.767822
	Iteration 68Q: 3 clusters Score -1.316915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 104089 members 
Entering Unmasked Estep 
Score: -13169144.000000 Penalty: 3757.767822
	Iteration 69Q: 3 clusters Score -1.316914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 104090 members 
Entering Unmasked Estep 
Score: -13169151.000000 Penalty: 3757.767822
	Iteration 70Q: 3 clusters Score -1.316915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 104091 members 
Entering Unmasked Estep 
Score: -13169151.000000 Penalty: 3757.767822
	Iteration 71Q: 3 clusters Score -1.316915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 104091 members 
Entering Unmasked Estep 
Score: -13169151.000000 Penalty: 3757.767822
	Iteration 72F: 3 clusters Score -1.316915e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Entering Unmasked Estep 
Score: -1334786.500000 Penalty: 1518.981323
	Iteration 0F: 2 clusters Score -1334786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1326666.125000 Penalty: 3037.962646
	Iteration 0F: 3 clusters Score -1326666 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1329571.250000 Penalty: 3037.962646
	Iteration 1F: 3 clusters Score -1329571 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1330315.250000 Penalty: 3037.962646
	Iteration 2F: 3 clusters Score -1330315 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1331172.875000 Penalty: 3037.962646
	Iteration 3F: 3 clusters Score -1331173 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1332050.375000 Penalty: 3037.962646
	Iteration 4F: 3 clusters Score -1332050 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1332813.750000 Penalty: 3037.962646
	Iteration 5F: 3 clusters Score -1332814 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1333335.375000 Penalty: 3037.962646
	Iteration 6F: 3 clusters Score -1333335 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1333643.000000 Penalty: 3037.962646
	Iteration 7Q: 3 clusters Score -1333643 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1333799.625000 Penalty: 3037.962646
	Iteration 8Q: 3 clusters Score -1333800 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1333891.875000 Penalty: 3037.962646
	Iteration 9Q: 3 clusters Score -1333892 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1333957.875000 Penalty: 3037.962646
	Iteration 10Q: 3 clusters Score -1333958 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1334011.625000 Penalty: 3037.962646
	Iteration 11Q: 3 clusters Score -1334012 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1334057.500000 Penalty: 3037.962646
	Iteration 12Q: 3 clusters Score -1334058 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1334096.125000 Penalty: 3037.962646
	Iteration 13Q: 3 clusters Score -1334096 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1334127.125000 Penalty: 3037.962646
	Iteration 14Q: 3 clusters Score -1334127 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1334157.125000 Penalty: 3037.962646
	Iteration 15Q: 3 clusters Score -1334157 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1334188.125000 Penalty: 3037.962646
	Iteration 16Q: 3 clusters Score -1334188 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1334217.375000 Penalty: 3037.962646
	Iteration 17Q: 3 clusters Score -1334217 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1334233.125000 Penalty: 3037.962646
	Iteration 18Q: 3 clusters Score -1334233 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1334246.500000 Penalty: 3037.962646
	Iteration 19Q: 3 clusters Score -1334246 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1334256.125000 Penalty: 3037.962646
	Iteration 20F: 3 clusters Score -1334256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1334266.125000 Penalty: 3037.962646
	Iteration 21Q: 3 clusters Score -1334266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1334274.625000 Penalty: 3037.962646
	Iteration 22Q: 3 clusters Score -1334275 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1334283.375000 Penalty: 3037.962646
	Iteration 23Q: 3 clusters Score -1334283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1334286.125000 Penalty: 3037.962646
	Iteration 24Q: 3 clusters Score -1334286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1334290.750000 Penalty: 3037.962646
	Iteration 25Q: 3 clusters Score -1334291 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1334300.875000 Penalty: 3037.962646
	Iteration 26Q: 3 clusters Score -1334301 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1334304.500000 Penalty: 3037.962646
	Iteration 27Q: 3 clusters Score -1334304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1334308.375000 Penalty: 3037.962646
	Iteration 28Q: 3 clusters Score -1334308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1334314.000000 Penalty: 3037.962646
	Iteration 29Q: 3 clusters Score -1334314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1334321.375000 Penalty: 3037.962646
	Iteration 30Q: 3 clusters Score -1334321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1334324.125000 Penalty: 3037.962646
	Iteration 31Q: 3 clusters Score -1334324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1334325.125000 Penalty: 3037.962646
	Iteration 32Q: 3 clusters Score -1334325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1334327.750000 Penalty: 3037.962646
	Iteration 33Q: 3 clusters Score -1334328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1334333.625000 Penalty: 3037.962646
	Iteration 34Q: 3 clusters Score -1334334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1334332.875000 Penalty: 3037.962646
	Iteration 35Q: 3 clusters Score -1334333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1334332.625000 Penalty: 3037.962646
	Iteration 36Q: 3 clusters Score -1334333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1334335.500000 Penalty: 3037.962646
	Iteration 37Q: 3 clusters Score -1334336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1334336.125000 Penalty: 3037.962646
	Iteration 38Q: 3 clusters Score -1334336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1334340.000000 Penalty: 3037.962646
	Iteration 39Q: 3 clusters Score -1334340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1334336.375000 Penalty: 3037.962646
	Iteration 40F: 3 clusters Score -1334336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1334336.625000 Penalty: 3037.962646
	Iteration 41Q: 3 clusters Score -1334337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1334337.250000 Penalty: 3037.962646
	Iteration 42Q: 3 clusters Score -1334337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1334338.750000 Penalty: 3037.962646
	Iteration 43Q: 3 clusters Score -1334339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1334342.250000 Penalty: 3037.962646
	Iteration 44Q: 3 clusters Score -1334342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1334340.875000 Penalty: 3037.962646
	Iteration 45Q: 3 clusters Score -1334341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1334345.250000 Penalty: 3037.962646
	Iteration 46Q: 3 clusters Score -1334345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1334347.625000 Penalty: 3037.962646
	Iteration 47Q: 3 clusters Score -1334348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1334346.375000 Penalty: 3037.962646
	Iteration 48Q: 3 clusters Score -1334346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1334347.750000 Penalty: 3037.962646
	Iteration 49Q: 3 clusters Score -1334348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1334347.375000 Penalty: 3037.962646
	Iteration 50Q: 3 clusters Score -1334347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1334348.750000 Penalty: 3037.962646
	Iteration 51Q: 3 clusters Score -1334349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1334348.125000 Penalty: 3037.962646
	Iteration 52Q: 3 clusters Score -1334348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1334348.125000 Penalty: 3037.962646
	Iteration 53F: 3 clusters Score -1334348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -837353.000000 Penalty: 1439.184326
	Iteration 0F: 2 clusters Score -837353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -832165.250000 Penalty: 2878.368652
	Iteration 0F: 3 clusters Score -832165.2 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -833844.437500 Penalty: 2878.368652
	Iteration 1F: 3 clusters Score -833844.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -834116.875000 Penalty: 2878.368652
	Iteration 2F: 3 clusters Score -834116.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -834356.062500 Penalty: 2878.368652
	Iteration 3F: 3 clusters Score -834356.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -834585.125000 Penalty: 2878.368652
	Iteration 4F: 3 clusters Score -834585.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -834819.187500 Penalty: 2878.368652
	Iteration 5Q: 3 clusters Score -834819.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -835055.937500 Penalty: 2878.368652
	Iteration 6Q: 3 clusters Score -835055.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -835281.750000 Penalty: 2878.368652
	Iteration 7Q: 3 clusters Score -835281.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -835463.750000 Penalty: 2878.368652
	Iteration 8Q: 3 clusters Score -835463.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -835612.750000 Penalty: 2878.368652
	Iteration 9Q: 3 clusters Score -835612.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -835760.125000 Penalty: 2878.368652
	Iteration 10Q: 3 clusters Score -835760.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -835874.750000 Penalty: 2878.368652
	Iteration 11Q: 3 clusters Score -835874.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -835950.125000 Penalty: 2878.368652
	Iteration 12Q: 3 clusters Score -835950.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -836021.312500 Penalty: 2878.368652
	Iteration 13Q: 3 clusters Score -836021.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -836057.562500 Penalty: 2878.368652
	Iteration 14Q: 3 clusters Score -836057.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -836078.937500 Penalty: 2878.368652
	Iteration 15Q: 3 clusters Score -836078.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -836098.812500 Penalty: 2878.368652
	Iteration 16Q: 3 clusters Score -836098.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -836113.687500 Penalty: 2878.368652
	Iteration 17Q: 3 clusters Score -836113.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -836120.875000 Penalty: 2878.368652
	Iteration 18Q: 3 clusters Score -836120.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -836133.312500 Penalty: 2878.368652
	Iteration 19Q: 3 clusters Score -836133.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -836144.937500 Penalty: 2878.368652
	Iteration 20F: 3 clusters Score -836144.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -836157.250000 Penalty: 2878.368652
	Iteration 21Q: 3 clusters Score -836157.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -836166.500000 Penalty: 2878.368652
	Iteration 22Q: 3 clusters Score -836166.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -836170.750000 Penalty: 2878.368652
	Iteration 23Q: 3 clusters Score -836170.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -836174.312500 Penalty: 2878.368652
	Iteration 24Q: 3 clusters Score -836174.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -836181.937500 Penalty: 2878.368652
	Iteration 25Q: 3 clusters Score -836181.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -836186.187500 Penalty: 2878.368652
	Iteration 26Q: 3 clusters Score -836186.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -836188.375000 Penalty: 2878.368652
	Iteration 27Q: 3 clusters Score -836188.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -836191.500000 Penalty: 2878.368652
	Iteration 28Q: 3 clusters Score -836191.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -836195.312500 Penalty: 2878.368652
	Iteration 29Q: 3 clusters Score -836195.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -836196.750000 Penalty: 2878.368652
	Iteration 30Q: 3 clusters Score -836196.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -836198.062500 Penalty: 2878.368652
	Iteration 31Q: 3 clusters Score -836198.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -836199.187500 Penalty: 2878.368652
	Iteration 32Q: 3 clusters Score -836199.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -836200.250000 Penalty: 2878.368652
	Iteration 33Q: 3 clusters Score -836200.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -836199.375000 Penalty: 2878.368652
	Iteration 34Q: 3 clusters Score -836199.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -836199.375000 Penalty: 2878.368652
	Iteration 35F: 3 clusters Score -836199.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (123311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123311 members 
Entering Unmasked Estep 
Score: -15397687.000000 Penalty: 1904.900513
	Iteration 0F: 2 clusters Score -1.539769e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61360 members 
Mstep: Class 2 contains 61951 members 
Entering Unmasked Estep 
Score: -15322118.000000 Penalty: 3809.801025
	Iteration 0F: 3 clusters Score -1.532212e+07 nChanged 59316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58034 members 
Mstep: Class 2 contains 65277 members 
Entering Unmasked Estep 
Score: -15357407.000000 Penalty: 3809.801025
	Iteration 1F: 3 clusters Score -1.535741e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55997 members 
Mstep: Class 2 contains 67314 members 
Entering Unmasked Estep 
Score: -15358636.000000 Penalty: 3809.801025
	Iteration 2Q: 3 clusters Score -1.535864e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52861 members 
Mstep: Class 2 contains 70450 members 
Entering Unmasked Estep 
Score: -15360509.000000 Penalty: 3809.801025
	Iteration 3Q: 3 clusters Score -1.536051e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48299 members 
Mstep: Class 2 contains 75012 members 
Entering Unmasked Estep 
Score: -15364182.000000 Penalty: 3809.801025
	Iteration 4F: 3 clusters Score -1.536418e+07 nChanged 8803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 81245 members 
Entering Unmasked Estep 
Score: -15370350.000000 Penalty: 3809.801025
	Iteration 5F: 3 clusters Score -1.537035e+07 nChanged 10006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 88145 members 
Entering Unmasked Estep 
Score: -15378932.000000 Penalty: 3809.801025
	Iteration 6F: 3 clusters Score -1.537893e+07 nChanged 9079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 93536 members 
Entering Unmasked Estep 
Score: -15387790.000000 Penalty: 3809.801025
	Iteration 7F: 3 clusters Score -1.538779e+07 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 97064 members 
Entering Unmasked Estep 
Score: -15393215.000000 Penalty: 3809.801025
	Iteration 8F: 3 clusters Score -1.539322e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 99795 members 
Entering Unmasked Estep 
Score: -15395599.000000 Penalty: 3809.801025
	Iteration 9Q: 3 clusters Score -1.53956e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 102248 members 
Entering Unmasked Estep 
Score: -15396848.000000 Penalty: 3809.801025
	Iteration 10Q: 3 clusters Score -1.539685e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 104721 members 
Entering Unmasked Estep 
Score: -15397598.000000 Penalty: 3809.801025
	Iteration 11Q: 3 clusters Score -1.53976e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 107140 members 
Entering Unmasked Estep 
Score: -15398176.000000 Penalty: 3809.801025
	Iteration 12Q: 3 clusters Score -1.539818e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 109416 members 
Entering Unmasked Estep 
Score: -15398574.000000 Penalty: 3809.801025
	Iteration 13Q: 3 clusters Score -1.539857e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 111344 members 
Entering Unmasked Estep 
Score: -15398840.000000 Penalty: 3809.801025
	Iteration 14Q: 3 clusters Score -1.539884e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 112941 members 
Entering Unmasked Estep 
Score: -15399008.000000 Penalty: 3809.801025
	Iteration 15Q: 3 clusters Score -1.539901e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 114240 members 
Entering Unmasked Estep 
Score: -15399039.000000 Penalty: 3809.801025
	Iteration 16Q: 3 clusters Score -1.539904e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 115349 members 
Entering Unmasked Estep 
Score: -15398972.000000 Penalty: 3809.801025
	Iteration 17Q: 3 clusters Score -1.539897e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 116280 members 
Entering Unmasked Estep 
Score: -15398777.000000 Penalty: 3809.801025
	Iteration 18Q: 3 clusters Score -1.539878e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 117096 members 
Entering Unmasked Estep 
Score: -15398723.000000 Penalty: 3809.801025
	Iteration 19Q: 3 clusters Score -1.539872e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 117767 members 
Entering Unmasked Estep 
Score: -15398623.000000 Penalty: 3809.801025
	Iteration 20F: 3 clusters Score -1.539862e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 118303 members 
Entering Unmasked Estep 
Score: -15398490.000000 Penalty: 3809.801025
	Iteration 21Q: 3 clusters Score -1.539849e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 118741 members 
Entering Unmasked Estep 
Score: -15398361.000000 Penalty: 3809.801025
	Iteration 22Q: 3 clusters Score -1.539836e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 119126 members 
Entering Unmasked Estep 
Score: -15398278.000000 Penalty: 3809.801025
	Iteration 23Q: 3 clusters Score -1.539828e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 119476 members 
Entering Unmasked Estep 
Score: -15398117.000000 Penalty: 3809.801025
	Iteration 24Q: 3 clusters Score -1.539812e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 119762 members 
Entering Unmasked Estep 
Score: -15398019.000000 Penalty: 3809.801025
	Iteration 25Q: 3 clusters Score -1.539802e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 120023 members 
Entering Unmasked Estep 
Score: -15397879.000000 Penalty: 3809.801025
	Iteration 26Q: 3 clusters Score -1.539788e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 120250 members 
Entering Unmasked Estep 
Score: -15397794.000000 Penalty: 3809.801025
	Iteration 27Q: 3 clusters Score -1.539779e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 120463 members 
Entering Unmasked Estep 
Score: -15397719.000000 Penalty: 3809.801025
	Iteration 28Q: 3 clusters Score -1.539772e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 120648 members 
Entering Unmasked Estep 
Score: -15397667.000000 Penalty: 3809.801025
	Iteration 29Q: 3 clusters Score -1.539767e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 120829 members 
Entering Unmasked Estep 
Score: -15397615.000000 Penalty: 3809.801025
	Iteration 30Q: 3 clusters Score -1.539762e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 120994 members 
Entering Unmasked Estep 
Score: -15397546.000000 Penalty: 3809.801025
	Iteration 31Q: 3 clusters Score -1.539755e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 121118 members 
Entering Unmasked Estep 
Score: -15397469.000000 Penalty: 3809.801025
	Iteration 32Q: 3 clusters Score -1.539747e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 121230 members 
Entering Unmasked Estep 
Score: -15397406.000000 Penalty: 3809.801025
	Iteration 33Q: 3 clusters Score -1.539741e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 121338 members 
Entering Unmasked Estep 
Score: -15397357.000000 Penalty: 3809.801025
	Iteration 34Q: 3 clusters Score -1.539736e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 121422 members 
Entering Unmasked Estep 
Score: -15397299.000000 Penalty: 3809.801025
	Iteration 35Q: 3 clusters Score -1.53973e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 121505 members 
Entering Unmasked Estep 
Score: -15397271.000000 Penalty: 3809.801025
	Iteration 36Q: 3 clusters Score -1.539727e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 121577 members 
Entering Unmasked Estep 
Score: -15397239.000000 Penalty: 3809.801025
	Iteration 37Q: 3 clusters Score -1.539724e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 121658 members 
Entering Unmasked Estep 
Score: -15397198.000000 Penalty: 3809.801025
	Iteration 38Q: 3 clusters Score -1.53972e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 121735 members 
Entering Unmasked Estep 
Score: -15397144.000000 Penalty: 3809.801025
	Iteration 39Q: 3 clusters Score -1.539714e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 121802 members 
Entering Unmasked Estep 
Score: -15397118.000000 Penalty: 3809.801025
	Iteration 40F: 3 clusters Score -1.539712e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 121867 members 
Entering Unmasked Estep 
Score: -15397081.000000 Penalty: 3809.801025
	Iteration 41Q: 3 clusters Score -1.539708e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 121927 members 
Entering Unmasked Estep 
Score: -15397046.000000 Penalty: 3809.801025
	Iteration 42Q: 3 clusters Score -1.539705e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 121973 members 
Entering Unmasked Estep 
Score: -15396985.000000 Penalty: 3809.801025
	Iteration 43Q: 3 clusters Score -1.539698e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 122014 members 
Entering Unmasked Estep 
Score: -15396985.000000 Penalty: 3809.801025
	Iteration 44Q: 3 clusters Score -1.539698e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 122047 members 
Entering Unmasked Estep 
Score: -15396981.000000 Penalty: 3809.801025
	Iteration 45Q: 3 clusters Score -1.539698e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 122085 members 
Entering Unmasked Estep 
Score: -15396950.000000 Penalty: 3809.801025
	Iteration 46Q: 3 clusters Score -1.539695e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 122119 members 
Entering Unmasked Estep 
Score: -15396933.000000 Penalty: 3809.801025
	Iteration 47Q: 3 clusters Score -1.539693e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 122160 members 
Entering Unmasked Estep 
Score: -15396924.000000 Penalty: 3809.801025
	Iteration 48Q: 3 clusters Score -1.539692e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 122190 members 
Entering Unmasked Estep 
Score: -15396923.000000 Penalty: 3809.801025
	Iteration 49Q: 3 clusters Score -1.539692e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 122220 members 
Entering Unmasked Estep 
Score: -15396914.000000 Penalty: 3809.801025
	Iteration 50Q: 3 clusters Score -1.539691e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 122250 members 
Entering Unmasked Estep 
Score: -15396910.000000 Penalty: 3809.801025
	Iteration 51Q: 3 clusters Score -1.539691e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 122277 members 
Entering Unmasked Estep 
Score: -15396896.000000 Penalty: 3809.801025
	Iteration 52Q: 3 clusters Score -1.53969e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 122298 members 
Entering Unmasked Estep 
Score: -15396885.000000 Penalty: 3809.801025
	Iteration 53Q: 3 clusters Score -1.539688e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 122316 members 
Entering Unmasked Estep 
Score: -15396878.000000 Penalty: 3809.801025
	Iteration 54Q: 3 clusters Score -1.539688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 122329 members 
Entering Unmasked Estep 
Score: -15396869.000000 Penalty: 3809.801025
	Iteration 55Q: 3 clusters Score -1.539687e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 122344 members 
Entering Unmasked Estep 
Score: -15396863.000000 Penalty: 3809.801025
	Iteration 56Q: 3 clusters Score -1.539686e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 122361 members 
Entering Unmasked Estep 
Score: -15396837.000000 Penalty: 3809.801025
	Iteration 57Q: 3 clusters Score -1.539684e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 122374 members 
Entering Unmasked Estep 
Score: -15396821.000000 Penalty: 3809.801025
	Iteration 58Q: 3 clusters Score -1.539682e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 122385 members 
Entering Unmasked Estep 
Score: -15396820.000000 Penalty: 3809.801025
	Iteration 59Q: 3 clusters Score -1.539682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 122393 members 
Entering Unmasked Estep 
Score: -15396814.000000 Penalty: 3809.801025
	Iteration 60F: 3 clusters Score -1.539681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 122399 members 
Entering Unmasked Estep 
Score: -15396819.000000 Penalty: 3809.801025
	Iteration 61Q: 3 clusters Score -1.539682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 122406 members 
Entering Unmasked Estep 
Score: -15396801.000000 Penalty: 3809.801025
	Iteration 62Q: 3 clusters Score -1.53968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 122411 members 
Entering Unmasked Estep 
Score: -15396809.000000 Penalty: 3809.801025
	Iteration 63Q: 3 clusters Score -1.539681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 122417 members 
Entering Unmasked Estep 
Score: -15396808.000000 Penalty: 3809.801025
	Iteration 64Q: 3 clusters Score -1.539681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 122422 members 
Entering Unmasked Estep 
Score: -15396794.000000 Penalty: 3809.801025
	Iteration 65Q: 3 clusters Score -1.539679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 122426 members 
Entering Unmasked Estep 
Score: -15396792.000000 Penalty: 3809.801025
	Iteration 66Q: 3 clusters Score -1.539679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 122432 members 
Entering Unmasked Estep 
Score: -15396794.000000 Penalty: 3809.801025
	Iteration 67Q: 3 clusters Score -1.539679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 122439 members 
Entering Unmasked Estep 
Score: -15396787.000000 Penalty: 3809.801025
	Iteration 68Q: 3 clusters Score -1.539679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 122444 members 
Entering Unmasked Estep 
Score: -15396790.000000 Penalty: 3809.801025
	Iteration 69Q: 3 clusters Score -1.539679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 122448 members 
Entering Unmasked Estep 
Score: -15396783.000000 Penalty: 3809.801025
	Iteration 70Q: 3 clusters Score -1.539678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 122452 members 
Entering Unmasked Estep 
Score: -15396789.000000 Penalty: 3809.801025
	Iteration 71Q: 3 clusters Score -1.539679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 122456 members 
Entering Unmasked Estep 
Score: -15396787.000000 Penalty: 3809.801025
	Iteration 72Q: 3 clusters Score -1.539679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 122460 members 
Entering Unmasked Estep 
Score: -15396780.000000 Penalty: 3809.801025
	Iteration 73Q: 3 clusters Score -1.539678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 122465 members 
Entering Unmasked Estep 
Score: -15396766.000000 Penalty: 3809.801025
	Iteration 74Q: 3 clusters Score -1.539677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 122468 members 
Entering Unmasked Estep 
Score: -15396770.000000 Penalty: 3809.801025
	Iteration 75Q: 3 clusters Score -1.539677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 122472 members 
Entering Unmasked Estep 
Score: -15396761.000000 Penalty: 3809.801025
	Iteration 76Q: 3 clusters Score -1.539676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 122472 members 
Entering Unmasked Estep 
Score: -15396764.000000 Penalty: 3809.801025
	Iteration 77Q: 3 clusters Score -1.539676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 122473 members 
Entering Unmasked Estep 
Score: -15396765.000000 Penalty: 3809.801025
	Iteration 78Q: 3 clusters Score -1.539676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 122475 members 
Entering Unmasked Estep 
Score: -15396763.000000 Penalty: 3809.801025
	Iteration 79Q: 3 clusters Score -1.539676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 122476 members 
Entering Unmasked Estep 
Score: -15396763.000000 Penalty: 3809.801025
	Iteration 80F: 3 clusters Score -1.539676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 122479 members 
Entering Unmasked Estep 
Score: -15396768.000000 Penalty: 3809.801025
	Iteration 81Q: 3 clusters Score -1.539677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 122481 members 
Entering Unmasked Estep 
Score: -15396772.000000 Penalty: 3809.801025
	Iteration 82Q: 3 clusters Score -1.539677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 122482 members 
Entering Unmasked Estep 
Score: -15396762.000000 Penalty: 3809.801025
	Iteration 83Q: 3 clusters Score -1.539676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 122483 members 
Entering Unmasked Estep 
Score: -15396770.000000 Penalty: 3809.801025
	Iteration 84Q: 3 clusters Score -1.539677e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 122483 members 
Entering Unmasked Estep 
Score: -15396770.000000 Penalty: 3809.801025
	Iteration 85F: 3 clusters Score -1.539677e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Entering Unmasked Estep 
Score: -118229.078125 Penalty: 1139.615112
	Iteration 0F: 2 clusters Score -118229.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -116798.398438 Penalty: 2279.230225
	Iteration 0F: 3 clusters Score -116798.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -117249.796875 Penalty: 2279.230225
	Iteration 1F: 3 clusters Score -117249.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -117516.414062 Penalty: 2279.230225
	Iteration 2F: 3 clusters Score -117516.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -117693.562500 Penalty: 2279.230225
	Iteration 3F: 3 clusters Score -117693.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -117850.218750 Penalty: 2279.230225
	Iteration 4F: 3 clusters Score -117850.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -117938.710938 Penalty: 2279.230225
	Iteration 5Q: 3 clusters Score -117938.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -117970.835938 Penalty: 2279.230225
	Iteration 6Q: 3 clusters Score -117970.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -117994.765625 Penalty: 2279.230225
	Iteration 7Q: 3 clusters Score -117994.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -118007.984375 Penalty: 2279.230225
	Iteration 8Q: 3 clusters Score -118008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -118022.234375 Penalty: 2279.230225
	Iteration 9Q: 3 clusters Score -118022.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -118031.046875 Penalty: 2279.230225
	Iteration 10Q: 3 clusters Score -118031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -118033.117188 Penalty: 2279.230225
	Iteration 11Q: 3 clusters Score -118033.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -118033.117188 Penalty: 2279.230225
	Iteration 12F: 3 clusters Score -118033.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Entering Unmasked Estep 
Score: -167761.765625 Penalty: 1189.478027
	Iteration 0F: 2 clusters Score -167761.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -165991.796875 Penalty: 2378.956055
	Iteration 0F: 3 clusters Score -165991.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -166526.093750 Penalty: 2378.956055
	Iteration 1F: 3 clusters Score -166526.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -166799.437500 Penalty: 2378.956055
	Iteration 2F: 3 clusters Score -166799.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -166977.671875 Penalty: 2378.956055
	Iteration 3F: 3 clusters Score -166977.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -167127.312500 Penalty: 2378.956055
	Iteration 4F: 3 clusters Score -167127.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -167243.109375 Penalty: 2378.956055
	Iteration 5F: 3 clusters Score -167243.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -167309.468750 Penalty: 2378.956055
	Iteration 6Q: 3 clusters Score -167309.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -167351.609375 Penalty: 2378.956055
	Iteration 7Q: 3 clusters Score -167351.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -167376.125000 Penalty: 2378.956055
	Iteration 8Q: 3 clusters Score -167376.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -167397.390625 Penalty: 2378.956055
	Iteration 9Q: 3 clusters Score -167397.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -167406.921875 Penalty: 2378.956055
	Iteration 10Q: 3 clusters Score -167406.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -167413.031250 Penalty: 2378.956055
	Iteration 11Q: 3 clusters Score -167413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -167417.453125 Penalty: 2378.956055
	Iteration 12Q: 3 clusters Score -167417.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -167420.953125 Penalty: 2378.956055
	Iteration 13Q: 3 clusters Score -167421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -167424.640625 Penalty: 2378.956055
	Iteration 14Q: 3 clusters Score -167424.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -167424.828125 Penalty: 2378.956055
	Iteration 15Q: 3 clusters Score -167424.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -167424.828125 Penalty: 2378.956055
	Iteration 16F: 3 clusters Score -167424.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Entering Unmasked Estep 
Score: -636929.437500 Penalty: 1393.788330
	Iteration 0F: 2 clusters Score -636929.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -632762.500000 Penalty: 2787.576660
	Iteration 0F: 3 clusters Score -632762.5 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -633969.687500 Penalty: 2787.576660
	Iteration 1F: 3 clusters Score -633969.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -634178.062500 Penalty: 2787.576660
	Iteration 2F: 3 clusters Score -634178.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -634320.312500 Penalty: 2787.576660
	Iteration 3F: 3 clusters Score -634320.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -634426.062500 Penalty: 2787.576660
	Iteration 4Q: 3 clusters Score -634426.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -634513.312500 Penalty: 2787.576660
	Iteration 5Q: 3 clusters Score -634513.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -634591.937500 Penalty: 2787.576660
	Iteration 6Q: 3 clusters Score -634591.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -634667.000000 Penalty: 2787.576660
	Iteration 7Q: 3 clusters Score -634667 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -634747.250000 Penalty: 2787.576660
	Iteration 8Q: 3 clusters Score -634747.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -634824.812500 Penalty: 2787.576660
	Iteration 9Q: 3 clusters Score -634824.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -634904.750000 Penalty: 2787.576660
	Iteration 10Q: 3 clusters Score -634904.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -635017.250000 Penalty: 2787.576660
	Iteration 11Q: 3 clusters Score -635017.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -635173.250000 Penalty: 2787.576660
	Iteration 12Q: 3 clusters Score -635173.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -635353.562500 Penalty: 2787.576660
	Iteration 13Q: 3 clusters Score -635353.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -635517.937500 Penalty: 2787.576660
	Iteration 14Q: 3 clusters Score -635517.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -635663.250000 Penalty: 2787.576660
	Iteration 15Q: 3 clusters Score -635663.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -635789.875000 Penalty: 2787.576660
	Iteration 16Q: 3 clusters Score -635789.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -635889.250000 Penalty: 2787.576660
	Iteration 17Q: 3 clusters Score -635889.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -635987.312500 Penalty: 2787.576660
	Iteration 18Q: 3 clusters Score -635987.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -636083.562500 Penalty: 2787.576660
	Iteration 19Q: 3 clusters Score -636083.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -636148.500000 Penalty: 2787.576660
	Iteration 20F: 3 clusters Score -636148.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -636205.062500 Penalty: 2787.576660
	Iteration 21Q: 3 clusters Score -636205.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -636251.250000 Penalty: 2787.576660
	Iteration 22Q: 3 clusters Score -636251.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -636293.437500 Penalty: 2787.576660
	Iteration 23Q: 3 clusters Score -636293.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -636328.937500 Penalty: 2787.576660
	Iteration 24Q: 3 clusters Score -636328.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -636349.125000 Penalty: 2787.576660
	Iteration 25Q: 3 clusters Score -636349.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -636359.625000 Penalty: 2787.576660
	Iteration 26Q: 3 clusters Score -636359.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -636370.437500 Penalty: 2787.576660
	Iteration 27Q: 3 clusters Score -636370.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -636373.812500 Penalty: 2787.576660
	Iteration 28Q: 3 clusters Score -636373.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -636377.812500 Penalty: 2787.576660
	Iteration 29Q: 3 clusters Score -636377.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -636383.187500 Penalty: 2787.576660
	Iteration 30Q: 3 clusters Score -636383.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -636384.312500 Penalty: 2787.576660
	Iteration 31Q: 3 clusters Score -636384.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -636384.312500 Penalty: 2787.576660
	Iteration 32F: 3 clusters Score -636384.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Entering Unmasked Estep 
Score: -1201765.500000 Penalty: 1491.646851
	Iteration 0F: 2 clusters Score -1201766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1194822.125000 Penalty: 2983.293701
	Iteration 0F: 3 clusters Score -1194822 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1197057.000000 Penalty: 2983.293701
	Iteration 1F: 3 clusters Score -1197057 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1197350.375000 Penalty: 2983.293701
	Iteration 2F: 3 clusters Score -1197350 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1197653.750000 Penalty: 2983.293701
	Iteration 3F: 3 clusters Score -1197654 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1197940.375000 Penalty: 2983.293701
	Iteration 4F: 3 clusters Score -1197940 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1198182.125000 Penalty: 2983.293701
	Iteration 5Q: 3 clusters Score -1198182 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1198432.750000 Penalty: 2983.293701
	Iteration 6Q: 3 clusters Score -1198433 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1198662.000000 Penalty: 2983.293701
	Iteration 7Q: 3 clusters Score -1198662 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1198878.375000 Penalty: 2983.293701
	Iteration 8Q: 3 clusters Score -1198878 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1199128.875000 Penalty: 2983.293701
	Iteration 9Q: 3 clusters Score -1199129 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1199370.750000 Penalty: 2983.293701
	Iteration 10Q: 3 clusters Score -1199371 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1199572.750000 Penalty: 2983.293701
	Iteration 11Q: 3 clusters Score -1199573 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1199730.250000 Penalty: 2983.293701
	Iteration 12Q: 3 clusters Score -1199730 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1199866.500000 Penalty: 2983.293701
	Iteration 13Q: 3 clusters Score -1199866 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1199974.250000 Penalty: 2983.293701
	Iteration 14Q: 3 clusters Score -1199974 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1200052.375000 Penalty: 2983.293701
	Iteration 15Q: 3 clusters Score -1200052 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1200108.250000 Penalty: 2983.293701
	Iteration 16Q: 3 clusters Score -1200108 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1200143.750000 Penalty: 2983.293701
	Iteration 17Q: 3 clusters Score -1200144 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1200183.000000 Penalty: 2983.293701
	Iteration 18Q: 3 clusters Score -1200183 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1200212.750000 Penalty: 2983.293701
	Iteration 19Q: 3 clusters Score -1200213 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1200238.875000 Penalty: 2983.293701
	Iteration 20F: 3 clusters Score -1200239 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1200264.125000 Penalty: 2983.293701
	Iteration 21Q: 3 clusters Score -1200264 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1200281.250000 Penalty: 2983.293701
	Iteration 22Q: 3 clusters Score -1200281 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1200301.625000 Penalty: 2983.293701
	Iteration 23Q: 3 clusters Score -1200302 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1200317.250000 Penalty: 2983.293701
	Iteration 24Q: 3 clusters Score -1200317 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1200330.000000 Penalty: 2983.293701
	Iteration 25Q: 3 clusters Score -1200330 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1200334.375000 Penalty: 2983.293701
	Iteration 26Q: 3 clusters Score -1200334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1200341.000000 Penalty: 2983.293701
	Iteration 27Q: 3 clusters Score -1200341 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1200349.625000 Penalty: 2983.293701
	Iteration 28Q: 3 clusters Score -1200350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1200357.125000 Penalty: 2983.293701
	Iteration 29Q: 3 clusters Score -1200357 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1200356.750000 Penalty: 2983.293701
	Iteration 30Q: 3 clusters Score -1200357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1200360.875000 Penalty: 2983.293701
	Iteration 31Q: 3 clusters Score -1200361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1200360.250000 Penalty: 2983.293701
	Iteration 32Q: 3 clusters Score -1200360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1200362.625000 Penalty: 2983.293701
	Iteration 33Q: 3 clusters Score -1200363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1200365.250000 Penalty: 2983.293701
	Iteration 34Q: 3 clusters Score -1200365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1200367.625000 Penalty: 2983.293701
	Iteration 35Q: 3 clusters Score -1200368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1200370.500000 Penalty: 2983.293701
	Iteration 36Q: 3 clusters Score -1200370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1200372.375000 Penalty: 2983.293701
	Iteration 37Q: 3 clusters Score -1200372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1200373.000000 Penalty: 2983.293701
	Iteration 38Q: 3 clusters Score -1200373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1200372.625000 Penalty: 2983.293701
	Iteration 39Q: 3 clusters Score -1200373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1200373.125000 Penalty: 2983.293701
	Iteration 40F: 3 clusters Score -1200373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1200375.625000 Penalty: 2983.293701
	Iteration 41Q: 3 clusters Score -1200376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1200374.625000 Penalty: 2983.293701
	Iteration 42Q: 3 clusters Score -1200375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1200374.625000 Penalty: 2983.293701
	Iteration 43F: 3 clusters Score -1200375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (74701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74701 members 
Entering Unmasked Estep 
Score: -9388392.000000 Penalty: 1823.452881
	Iteration 0F: 2 clusters Score -9388392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -9338384.000000 Penalty: 3646.905762
	Iteration 0F: 3 clusters Score -9338384 nChanged 35662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -9359389.000000 Penalty: 3646.905762
	Iteration 1F: 3 clusters Score -9359389 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
Score: -9360572.000000 Penalty: 3646.905762
	Iteration 2Q: 3 clusters Score -9360572 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -9362617.000000 Penalty: 3646.905762
	Iteration 3F: 3 clusters Score -9362617 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 50732 members 
Entering Unmasked Estep 
Score: -9366263.000000 Penalty: 3646.905762
	Iteration 4F: 3 clusters Score -9366263 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 56260 members 
Entering Unmasked Estep 
Score: -9371592.000000 Penalty: 3646.905762
	Iteration 5F: 3 clusters Score -9371592 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 61788 members 
Entering Unmasked Estep 
Score: -9377218.000000 Penalty: 3646.905762
	Iteration 6F: 3 clusters Score -9377218 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 66096 members 
Entering Unmasked Estep 
Score: -9381662.000000 Penalty: 3646.905762
	Iteration 7F: 3 clusters Score -9381662 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 68621 members 
Entering Unmasked Estep 
Score: -9384393.000000 Penalty: 3646.905762
	Iteration 8Q: 3 clusters Score -9384393 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 69902 members 
Entering Unmasked Estep 
Score: -9385893.000000 Penalty: 3646.905762
	Iteration 9Q: 3 clusters Score -9385893 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 70512 members 
Entering Unmasked Estep 
Score: -9386579.000000 Penalty: 3646.905762
	Iteration 10Q: 3 clusters Score -9386579 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 70865 members 
Entering Unmasked Estep 
Score: -9386939.000000 Penalty: 3646.905762
	Iteration 11Q: 3 clusters Score -9386939 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 71128 members 
Entering Unmasked Estep 
Score: -9387096.000000 Penalty: 3646.905762
	Iteration 12Q: 3 clusters Score -9387096 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 71335 members 
Entering Unmasked Estep 
Score: -9387230.000000 Penalty: 3646.905762
	Iteration 13Q: 3 clusters Score -9387230 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 71501 members 
Entering Unmasked Estep 
Score: -9387289.000000 Penalty: 3646.905762
	Iteration 14Q: 3 clusters Score -9387289 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 71633 members 
Entering Unmasked Estep 
Score: -9387328.000000 Penalty: 3646.905762
	Iteration 15Q: 3 clusters Score -9387328 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 71738 members 
Entering Unmasked Estep 
Score: -9387351.000000 Penalty: 3646.905762
	Iteration 16Q: 3 clusters Score -9387351 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 71833 members 
Entering Unmasked Estep 
Score: -9387364.000000 Penalty: 3646.905762
	Iteration 17Q: 3 clusters Score -9387364 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 71919 members 
Entering Unmasked Estep 
Score: -9387365.000000 Penalty: 3646.905762
	Iteration 18Q: 3 clusters Score -9387365 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 72000 members 
Entering Unmasked Estep 
Score: -9387387.000000 Penalty: 3646.905762
	Iteration 19Q: 3 clusters Score -9387387 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 72067 members 
Entering Unmasked Estep 
Score: -9387414.000000 Penalty: 3646.905762
	Iteration 20F: 3 clusters Score -9387414 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 72137 members 
Entering Unmasked Estep 
Score: -9387430.000000 Penalty: 3646.905762
	Iteration 21Q: 3 clusters Score -9387430 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 72198 members 
Entering Unmasked Estep 
Score: -9387433.000000 Penalty: 3646.905762
	Iteration 22Q: 3 clusters Score -9387433 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 72243 members 
Entering Unmasked Estep 
Score: -9387457.000000 Penalty: 3646.905762
	Iteration 23Q: 3 clusters Score -9387457 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 72283 members 
Entering Unmasked Estep 
Score: -9387450.000000 Penalty: 3646.905762
	Iteration 24Q: 3 clusters Score -9387450 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 72318 members 
Entering Unmasked Estep 
Score: -9387461.000000 Penalty: 3646.905762
	Iteration 25Q: 3 clusters Score -9387461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 72340 members 
Entering Unmasked Estep 
Score: -9387468.000000 Penalty: 3646.905762
	Iteration 26Q: 3 clusters Score -9387468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 72359 members 
Entering Unmasked Estep 
Score: -9387454.000000 Penalty: 3646.905762
	Iteration 27Q: 3 clusters Score -9387454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 72369 members 
Entering Unmasked Estep 
Score: -9387477.000000 Penalty: 3646.905762
	Iteration 28Q: 3 clusters Score -9387477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 72384 members 
Entering Unmasked Estep 
Score: -9387472.000000 Penalty: 3646.905762
	Iteration 29Q: 3 clusters Score -9387472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 72393 members 
Entering Unmasked Estep 
Score: -9387469.000000 Penalty: 3646.905762
	Iteration 30Q: 3 clusters Score -9387469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 72405 members 
Entering Unmasked Estep 
Score: -9387467.000000 Penalty: 3646.905762
	Iteration 31Q: 3 clusters Score -9387467 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 72424 members 
Entering Unmasked Estep 
Score: -9387482.000000 Penalty: 3646.905762
	Iteration 32Q: 3 clusters Score -9387482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 72445 members 
Entering Unmasked Estep 
Score: -9387487.000000 Penalty: 3646.905762
	Iteration 33Q: 3 clusters Score -9387487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 72465 members 
Entering Unmasked Estep 
Score: -9387503.000000 Penalty: 3646.905762
	Iteration 34Q: 3 clusters Score -9387503 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 72492 members 
Entering Unmasked Estep 
Score: -9387501.000000 Penalty: 3646.905762
	Iteration 35Q: 3 clusters Score -9387501 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 72511 members 
Entering Unmasked Estep 
Score: -9387489.000000 Penalty: 3646.905762
	Iteration 36Q: 3 clusters Score -9387489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 72535 members 
Entering Unmasked Estep 
Score: -9387486.000000 Penalty: 3646.905762
	Iteration 37Q: 3 clusters Score -9387486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 72562 members 
Entering Unmasked Estep 
Score: -9387491.000000 Penalty: 3646.905762
	Iteration 38Q: 3 clusters Score -9387491 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 72593 members 
Entering Unmasked Estep 
Score: -9387488.000000 Penalty: 3646.905762
	Iteration 39Q: 3 clusters Score -9387488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 72623 members 
Entering Unmasked Estep 
Score: -9387494.000000 Penalty: 3646.905762
	Iteration 40F: 3 clusters Score -9387494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 72644 members 
Entering Unmasked Estep 
Score: -9387496.000000 Penalty: 3646.905762
	Iteration 41Q: 3 clusters Score -9387496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 72666 members 
Entering Unmasked Estep 
Score: -9387507.000000 Penalty: 3646.905762
	Iteration 42Q: 3 clusters Score -9387507 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 72687 members 
Entering Unmasked Estep 
Score: -9387505.000000 Penalty: 3646.905762
	Iteration 43Q: 3 clusters Score -9387505 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 72706 members 
Entering Unmasked Estep 
Score: -9387515.000000 Penalty: 3646.905762
	Iteration 44Q: 3 clusters Score -9387515 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 72731 members 
Entering Unmasked Estep 
Score: -9387525.000000 Penalty: 3646.905762
	Iteration 45Q: 3 clusters Score -9387525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 72750 members 
Entering Unmasked Estep 
Score: -9387515.000000 Penalty: 3646.905762
	Iteration 46Q: 3 clusters Score -9387515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 72762 members 
Entering Unmasked Estep 
Score: -9387518.000000 Penalty: 3646.905762
	Iteration 47Q: 3 clusters Score -9387518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 72773 members 
Entering Unmasked Estep 
Score: -9387514.000000 Penalty: 3646.905762
	Iteration 48Q: 3 clusters Score -9387514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 72784 members 
Entering Unmasked Estep 
Score: -9387502.000000 Penalty: 3646.905762
	Iteration 49Q: 3 clusters Score -9387502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 72796 members 
Entering Unmasked Estep 
Score: -9387506.000000 Penalty: 3646.905762
	Iteration 50Q: 3 clusters Score -9387506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 72809 members 
Entering Unmasked Estep 
Score: -9387500.000000 Penalty: 3646.905762
	Iteration 51Q: 3 clusters Score -9387500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 72818 members 
Entering Unmasked Estep 
Score: -9387498.000000 Penalty: 3646.905762
	Iteration 52Q: 3 clusters Score -9387498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 72830 members 
Entering Unmasked Estep 
Score: -9387491.000000 Penalty: 3646.905762
	Iteration 53Q: 3 clusters Score -9387491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 72838 members 
Entering Unmasked Estep 
Score: -9387489.000000 Penalty: 3646.905762
	Iteration 54Q: 3 clusters Score -9387489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 72844 members 
Entering Unmasked Estep 
Score: -9387483.000000 Penalty: 3646.905762
	Iteration 55Q: 3 clusters Score -9387483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 72850 members 
Entering Unmasked Estep 
Score: -9387480.000000 Penalty: 3646.905762
	Iteration 56Q: 3 clusters Score -9387480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 72852 members 
Entering Unmasked Estep 
Score: -9387479.000000 Penalty: 3646.905762
	Iteration 57Q: 3 clusters Score -9387479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 72853 members 
Entering Unmasked Estep 
Score: -9387476.000000 Penalty: 3646.905762
	Iteration 58Q: 3 clusters Score -9387476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 72854 members 
Entering Unmasked Estep 
Score: -9387478.000000 Penalty: 3646.905762
	Iteration 59Q: 3 clusters Score -9387478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 72856 members 
Entering Unmasked Estep 
Score: -9387471.000000 Penalty: 3646.905762
	Iteration 60F: 3 clusters Score -9387471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Entering Unmasked Estep 
Score: -308588.593750 Penalty: 1273.217285
	Iteration 0F: 2 clusters Score -308588.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -306166.687500 Penalty: 2546.434570
	Iteration 0F: 3 clusters Score -306166.7 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -306734.937500 Penalty: 2546.434570
	Iteration 1F: 3 clusters Score -306734.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -306853.875000 Penalty: 2546.434570
	Iteration 2F: 3 clusters Score -306853.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -306926.593750 Penalty: 2546.434570
	Iteration 3Q: 3 clusters Score -306926.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -306974.562500 Penalty: 2546.434570
	Iteration 4Q: 3 clusters Score -306974.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -307018.062500 Penalty: 2546.434570
	Iteration 5Q: 3 clusters Score -307018.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -307057.687500 Penalty: 2546.434570
	Iteration 6Q: 3 clusters Score -307057.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -307084.906250 Penalty: 2546.434570
	Iteration 7Q: 3 clusters Score -307084.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -307101.687500 Penalty: 2546.434570
	Iteration 8Q: 3 clusters Score -307101.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -307114.187500 Penalty: 2546.434570
	Iteration 9Q: 3 clusters Score -307114.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -307125.281250 Penalty: 2546.434570
	Iteration 10Q: 3 clusters Score -307125.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -307137.437500 Penalty: 2546.434570
	Iteration 11Q: 3 clusters Score -307137.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -307149.937500 Penalty: 2546.434570
	Iteration 12Q: 3 clusters Score -307149.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -307161.718750 Penalty: 2546.434570
	Iteration 13Q: 3 clusters Score -307161.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -307172.937500 Penalty: 2546.434570
	Iteration 14Q: 3 clusters Score -307172.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -307185.156250 Penalty: 2546.434570
	Iteration 15Q: 3 clusters Score -307185.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -307198.156250 Penalty: 2546.434570
	Iteration 16Q: 3 clusters Score -307198.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -307212.062500 Penalty: 2546.434570
	Iteration 17Q: 3 clusters Score -307212.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -307226.187500 Penalty: 2546.434570
	Iteration 18Q: 3 clusters Score -307226.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -307238.250000 Penalty: 2546.434570
	Iteration 19Q: 3 clusters Score -307238.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -307244.718750 Penalty: 2546.434570
	Iteration 20F: 3 clusters Score -307244.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -307249.062500 Penalty: 2546.434570
	Iteration 21Q: 3 clusters Score -307249.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -307255.062500 Penalty: 2546.434570
	Iteration 22Q: 3 clusters Score -307255.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -307259.218750 Penalty: 2546.434570
	Iteration 23Q: 3 clusters Score -307259.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -307263.500000 Penalty: 2546.434570
	Iteration 24Q: 3 clusters Score -307263.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -307269.250000 Penalty: 2546.434570
	Iteration 25Q: 3 clusters Score -307269.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -307271.625000 Penalty: 2546.434570
	Iteration 26Q: 3 clusters Score -307271.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -307278.593750 Penalty: 2546.434570
	Iteration 27Q: 3 clusters Score -307278.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -307287.156250 Penalty: 2546.434570
	Iteration 28Q: 3 clusters Score -307287.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -307293.531250 Penalty: 2546.434570
	Iteration 29Q: 3 clusters Score -307293.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -307299.843750 Penalty: 2546.434570
	Iteration 30Q: 3 clusters Score -307299.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -307304.625000 Penalty: 2546.434570
	Iteration 31Q: 3 clusters Score -307304.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -307307.656250 Penalty: 2546.434570
	Iteration 32Q: 3 clusters Score -307307.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -307310.031250 Penalty: 2546.434570
	Iteration 33Q: 3 clusters Score -307310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -307310.843750 Penalty: 2546.434570
	Iteration 34Q: 3 clusters Score -307310.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -307311.250000 Penalty: 2546.434570
	Iteration 35Q: 3 clusters Score -307311.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -307312.625000 Penalty: 2546.434570
	Iteration 36Q: 3 clusters Score -307312.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -307314.437500 Penalty: 2546.434570
	Iteration 37Q: 3 clusters Score -307314.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -307314.843750 Penalty: 2546.434570
	Iteration 38Q: 3 clusters Score -307314.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -307315.031250 Penalty: 2546.434570
	Iteration 39Q: 3 clusters Score -307315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -307315.250000 Penalty: 2546.434570
	Iteration 40F: 3 clusters Score -307315.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -307316.031250 Penalty: 2546.434570
	Iteration 41Q: 3 clusters Score -307316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -307316.312500 Penalty: 2546.434570
	Iteration 42Q: 3 clusters Score -307316.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -307316.343750 Penalty: 2546.434570
	Iteration 43Q: 3 clusters Score -307316.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -307316.781250 Penalty: 2546.434570
	Iteration 44Q: 3 clusters Score -307316.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -307316.781250 Penalty: 2546.434570
	Iteration 45F: 3 clusters Score -307316.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (105096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105096 members 
Entering Unmasked Estep 
Score: -13148425.000000 Penalty: 1878.927368
	Iteration 0F: 2 clusters Score -1.314842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52359 members 
Mstep: Class 2 contains 52737 members 
Entering Unmasked Estep 
Score: -13080736.000000 Penalty: 3757.854736
	Iteration 0F: 3 clusters Score -1.308074e+07 nChanged 50363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 55510 members 
Entering Unmasked Estep 
Score: -13110144.000000 Penalty: 3757.854736
	Iteration 1F: 3 clusters Score -1.311014e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 57086 members 
Entering Unmasked Estep 
Score: -13111280.000000 Penalty: 3757.854736
	Iteration 2Q: 3 clusters Score -1.311128e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 59516 members 
Entering Unmasked Estep 
Score: -13112842.000000 Penalty: 3757.854736
	Iteration 3Q: 3 clusters Score -1.311284e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 63080 members 
Entering Unmasked Estep 
Score: -13115392.000000 Penalty: 3757.854736
	Iteration 4Q: 3 clusters Score -1.311539e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 67965 members 
Entering Unmasked Estep 
Score: -13119234.000000 Penalty: 3757.854736
	Iteration 5F: 3 clusters Score -1.311923e+07 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 73975 members 
Entering Unmasked Estep 
Score: -13124634.000000 Penalty: 3757.854736
	Iteration 6F: 3 clusters Score -1.312463e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 80186 members 
Entering Unmasked Estep 
Score: -13130519.000000 Penalty: 3757.854736
	Iteration 7F: 3 clusters Score -1.313052e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 85623 members 
Entering Unmasked Estep 
Score: -13135479.000000 Penalty: 3757.854736
	Iteration 8F: 3 clusters Score -1.313548e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 89952 members 
Entering Unmasked Estep 
Score: -13139163.000000 Penalty: 3757.854736
	Iteration 9Q: 3 clusters Score -1.313916e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 93247 members 
Entering Unmasked Estep 
Score: -13141546.000000 Penalty: 3757.854736
	Iteration 10Q: 3 clusters Score -1.314155e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 95789 members 
Entering Unmasked Estep 
Score: -13143191.000000 Penalty: 3757.854736
	Iteration 11Q: 3 clusters Score -1.314319e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 97864 members 
Entering Unmasked Estep 
Score: -13144516.000000 Penalty: 3757.854736
	Iteration 12Q: 3 clusters Score -1.314452e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 99567 members 
Entering Unmasked Estep 
Score: -13145479.000000 Penalty: 3757.854736
	Iteration 13Q: 3 clusters Score -1.314548e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 100867 members 
Entering Unmasked Estep 
Score: -13146175.000000 Penalty: 3757.854736
	Iteration 14Q: 3 clusters Score -1.314618e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 101879 members 
Entering Unmasked Estep 
Score: -13146603.000000 Penalty: 3757.854736
	Iteration 15Q: 3 clusters Score -1.31466e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 102598 members 
Entering Unmasked Estep 
Score: -13146871.000000 Penalty: 3757.854736
	Iteration 16Q: 3 clusters Score -1.314687e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 103118 members 
Entering Unmasked Estep 
Score: -13147026.000000 Penalty: 3757.854736
	Iteration 17Q: 3 clusters Score -1.314703e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 103504 members 
Entering Unmasked Estep 
Score: -13147059.000000 Penalty: 3757.854736
	Iteration 18Q: 3 clusters Score -1.314706e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 103740 members 
Entering Unmasked Estep 
Score: -13147124.000000 Penalty: 3757.854736
	Iteration 19Q: 3 clusters Score -1.314712e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 103904 members 
Entering Unmasked Estep 
Score: -13147153.000000 Penalty: 3757.854736
	Iteration 20F: 3 clusters Score -1.314715e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 104013 members 
Entering Unmasked Estep 
Score: -13147164.000000 Penalty: 3757.854736
	Iteration 21Q: 3 clusters Score -1.314716e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 104093 members 
Entering Unmasked Estep 
Score: -13147184.000000 Penalty: 3757.854736
	Iteration 22Q: 3 clusters Score -1.314718e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 104170 members 
Entering Unmasked Estep 
Score: -13147239.000000 Penalty: 3757.854736
	Iteration 23Q: 3 clusters Score -1.314724e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 104214 members 
Entering Unmasked Estep 
Score: -13147264.000000 Penalty: 3757.854736
	Iteration 24Q: 3 clusters Score -1.314726e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 104243 members 
Entering Unmasked Estep 
Score: -13147277.000000 Penalty: 3757.854736
	Iteration 25Q: 3 clusters Score -1.314728e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 104266 members 
Entering Unmasked Estep 
Score: -13147278.000000 Penalty: 3757.854736
	Iteration 26Q: 3 clusters Score -1.314728e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 104284 members 
Entering Unmasked Estep 
Score: -13147290.000000 Penalty: 3757.854736
	Iteration 27Q: 3 clusters Score -1.314729e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 104302 members 
Entering Unmasked Estep 
Score: -13147298.000000 Penalty: 3757.854736
	Iteration 28Q: 3 clusters Score -1.31473e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 104320 members 
Entering Unmasked Estep 
Score: -13147305.000000 Penalty: 3757.854736
	Iteration 29Q: 3 clusters Score -1.31473e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 104328 members 
Entering Unmasked Estep 
Score: -13147328.000000 Penalty: 3757.854736
	Iteration 30Q: 3 clusters Score -1.314733e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 104333 members 
Entering Unmasked Estep 
Score: -13147321.000000 Penalty: 3757.854736
	Iteration 31Q: 3 clusters Score -1.314732e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 104335 members 
Entering Unmasked Estep 
Score: -13147325.000000 Penalty: 3757.854736
	Iteration 32Q: 3 clusters Score -1.314732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 104331 members 
Entering Unmasked Estep 
Score: -13147334.000000 Penalty: 3757.854736
	Iteration 33Q: 3 clusters Score -1.314733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 104329 members 
Entering Unmasked Estep 
Score: -13147333.000000 Penalty: 3757.854736
	Iteration 34Q: 3 clusters Score -1.314733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 104329 members 
Entering Unmasked Estep 
Score: -13147334.000000 Penalty: 3757.854736
	Iteration 35Q: 3 clusters Score -1.314733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 104327 members 
Entering Unmasked Estep 
Score: -13147340.000000 Penalty: 3757.854736
	Iteration 36Q: 3 clusters Score -1.314734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 104328 members 
Entering Unmasked Estep 
Score: -13147344.000000 Penalty: 3757.854736
	Iteration 37Q: 3 clusters Score -1.314734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 104329 members 
Entering Unmasked Estep 
Score: -13147345.000000 Penalty: 3757.854736
	Iteration 38Q: 3 clusters Score -1.314734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 104329 members 
Entering Unmasked Estep 
Score: -13147345.000000 Penalty: 3757.854736
	Iteration 39F: 3 clusters Score -1.314734e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (99379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99379 members 
Entering Unmasked Estep 
Score: -12541338.000000 Penalty: 1869.838013
	Iteration 0F: 2 clusters Score -1.254134e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49645 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -12476237.000000 Penalty: 3739.676025
	Iteration 0F: 3 clusters Score -1.247624e+07 nChanged 47341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49816 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
Score: -12503085.000000 Penalty: 3739.676025
	Iteration 1F: 3 clusters Score -1.250308e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 49275 members 
Entering Unmasked Estep 
Score: -12503719.000000 Penalty: 3739.676025
	Iteration 2Q: 3 clusters Score -1.250372e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50451 members 
Mstep: Class 2 contains 48928 members 
Entering Unmasked Estep 
Score: -12504588.000000 Penalty: 3739.676025
	Iteration 3Q: 3 clusters Score -1.250459e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50853 members 
Mstep: Class 2 contains 48526 members 
Entering Unmasked Estep 
Score: -12505636.000000 Penalty: 3739.676025
	Iteration 4Q: 3 clusters Score -1.250564e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51271 members 
Mstep: Class 2 contains 48108 members 
Entering Unmasked Estep 
Score: -12506966.000000 Penalty: 3739.676025
	Iteration 5Q: 3 clusters Score -1.250697e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 47704 members 
Entering Unmasked Estep 
Score: -12508778.000000 Penalty: 3739.676025
	Iteration 6Q: 3 clusters Score -1.250878e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52203 members 
Mstep: Class 2 contains 47176 members 
Entering Unmasked Estep 
Score: -12511220.000000 Penalty: 3739.676025
	Iteration 7Q: 3 clusters Score -1.251122e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52835 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -12514903.000000 Penalty: 3739.676025
	Iteration 8F: 3 clusters Score -1.25149e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -12519764.000000 Penalty: 3739.676025
	Iteration 9F: 3 clusters Score -1.251976e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54475 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
Score: -12525522.000000 Penalty: 3739.676025
	Iteration 10F: 3 clusters Score -1.252552e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55193 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -12530167.000000 Penalty: 3739.676025
	Iteration 11F: 3 clusters Score -1.253017e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55649 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -12532057.000000 Penalty: 3739.676025
	Iteration 12Q: 3 clusters Score -1.253206e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
Score: -12532688.000000 Penalty: 3739.676025
	Iteration 13Q: 3 clusters Score -1.253269e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55935 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
Score: -12532907.000000 Penalty: 3739.676025
	Iteration 14Q: 3 clusters Score -1.253291e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55944 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
Score: -12533030.000000 Penalty: 3739.676025
	Iteration 15Q: 3 clusters Score -1.253303e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55925 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -12533052.000000 Penalty: 3739.676025
	Iteration 16Q: 3 clusters Score -1.253305e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55841 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -12533070.000000 Penalty: 3739.676025
	Iteration 17Q: 3 clusters Score -1.253307e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55720 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -12533131.000000 Penalty: 3739.676025
	Iteration 18Q: 3 clusters Score -1.253313e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55609 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -12533149.000000 Penalty: 3739.676025
	Iteration 19Q: 3 clusters Score -1.253315e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55502 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -12533171.000000 Penalty: 3739.676025
	Iteration 20F: 3 clusters Score -1.253317e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55384 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -12533192.000000 Penalty: 3739.676025
	Iteration 21Q: 3 clusters Score -1.253319e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -12533186.000000 Penalty: 3739.676025
	Iteration 22Q: 3 clusters Score -1.253319e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55105 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
Score: -12533193.000000 Penalty: 3739.676025
	Iteration 23Q: 3 clusters Score -1.253319e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54957 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
Score: -12533194.000000 Penalty: 3739.676025
	Iteration 24Q: 3 clusters Score -1.253319e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54808 members 
Mstep: Class 2 contains 44571 members 
Entering Unmasked Estep 
Score: -12533196.000000 Penalty: 3739.676025
	Iteration 25Q: 3 clusters Score -1.25332e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54672 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -12533185.000000 Penalty: 3739.676025
	Iteration 26Q: 3 clusters Score -1.253318e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -12533178.000000 Penalty: 3739.676025
	Iteration 27Q: 3 clusters Score -1.253318e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54347 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -12533159.000000 Penalty: 3739.676025
	Iteration 28Q: 3 clusters Score -1.253316e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54158 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -12533184.000000 Penalty: 3739.676025
	Iteration 29Q: 3 clusters Score -1.253318e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53980 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -12533165.000000 Penalty: 3739.676025
	Iteration 30Q: 3 clusters Score -1.253316e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53804 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -12533186.000000 Penalty: 3739.676025
	Iteration 31Q: 3 clusters Score -1.253319e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53617 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -12533170.000000 Penalty: 3739.676025
	Iteration 32Q: 3 clusters Score -1.253317e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -12533144.000000 Penalty: 3739.676025
	Iteration 33Q: 3 clusters Score -1.253314e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53284 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -12533158.000000 Penalty: 3739.676025
	Iteration 34Q: 3 clusters Score -1.253316e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53120 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -12533154.000000 Penalty: 3739.676025
	Iteration 35Q: 3 clusters Score -1.253315e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52979 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
Score: -12533163.000000 Penalty: 3739.676025
	Iteration 36Q: 3 clusters Score -1.253316e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -12533145.000000 Penalty: 3739.676025
	Iteration 37Q: 3 clusters Score -1.253314e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52679 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -12533168.000000 Penalty: 3739.676025
	Iteration 38Q: 3 clusters Score -1.253317e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52549 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -12533173.000000 Penalty: 3739.676025
	Iteration 39Q: 3 clusters Score -1.253317e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52418 members 
Mstep: Class 2 contains 46961 members 
Entering Unmasked Estep 
Score: -12533189.000000 Penalty: 3739.676025
	Iteration 40F: 3 clusters Score -1.253319e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52280 members 
Mstep: Class 2 contains 47099 members 
Entering Unmasked Estep 
Score: -12533197.000000 Penalty: 3739.676025
	Iteration 41Q: 3 clusters Score -1.25332e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52163 members 
Mstep: Class 2 contains 47216 members 
Entering Unmasked Estep 
Score: -12533189.000000 Penalty: 3739.676025
	Iteration 42Q: 3 clusters Score -1.253319e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52052 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -12533213.000000 Penalty: 3739.676025
	Iteration 43Q: 3 clusters Score -1.253321e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 47415 members 
Entering Unmasked Estep 
Score: -12533209.000000 Penalty: 3739.676025
	Iteration 44Q: 3 clusters Score -1.253321e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51884 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -12533231.000000 Penalty: 3739.676025
	Iteration 45Q: 3 clusters Score -1.253323e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51804 members 
Mstep: Class 2 contains 47575 members 
Entering Unmasked Estep 
Score: -12533232.000000 Penalty: 3739.676025
	Iteration 46Q: 3 clusters Score -1.253323e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51737 members 
Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
Score: -12533255.000000 Penalty: 3739.676025
	Iteration 47Q: 3 clusters Score -1.253326e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51676 members 
Mstep: Class 2 contains 47703 members 
Entering Unmasked Estep 
Score: -12533264.000000 Penalty: 3739.676025
	Iteration 48Q: 3 clusters Score -1.253326e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51621 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -12533257.000000 Penalty: 3739.676025
	Iteration 49Q: 3 clusters Score -1.253326e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 47817 members 
Entering Unmasked Estep 
Score: -12533283.000000 Penalty: 3739.676025
	Iteration 50Q: 3 clusters Score -1.253328e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51506 members 
Mstep: Class 2 contains 47873 members 
Entering Unmasked Estep 
Score: -12533270.000000 Penalty: 3739.676025
	Iteration 51Q: 3 clusters Score -1.253327e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51451 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
Score: -12533308.000000 Penalty: 3739.676025
	Iteration 52Q: 3 clusters Score -1.253331e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51392 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -12533323.000000 Penalty: 3739.676025
	Iteration 53Q: 3 clusters Score -1.253332e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 48060 members 
Entering Unmasked Estep 
Score: -12533327.000000 Penalty: 3739.676025
	Iteration 54Q: 3 clusters Score -1.253333e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51254 members 
Mstep: Class 2 contains 48125 members 
Entering Unmasked Estep 
Score: -12533329.000000 Penalty: 3739.676025
	Iteration 55Q: 3 clusters Score -1.253333e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51174 members 
Mstep: Class 2 contains 48205 members 
Entering Unmasked Estep 
Score: -12533310.000000 Penalty: 3739.676025
	Iteration 56Q: 3 clusters Score -1.253331e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51097 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -12533307.000000 Penalty: 3739.676025
	Iteration 57Q: 3 clusters Score -1.253331e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51007 members 
Mstep: Class 2 contains 48372 members 
Entering Unmasked Estep 
Score: -12533313.000000 Penalty: 3739.676025
	Iteration 58Q: 3 clusters Score -1.253331e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50910 members 
Mstep: Class 2 contains 48469 members 
Entering Unmasked Estep 
Score: -12533329.000000 Penalty: 3739.676025
	Iteration 59Q: 3 clusters Score -1.253333e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50811 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -12533347.000000 Penalty: 3739.676025
	Iteration 60F: 3 clusters Score -1.253335e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 48678 members 
Entering Unmasked Estep 
Score: -12533358.000000 Penalty: 3739.676025
	Iteration 61Q: 3 clusters Score -1.253336e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50596 members 
Mstep: Class 2 contains 48783 members 
Entering Unmasked Estep 
Score: -12533344.000000 Penalty: 3739.676025
	Iteration 62Q: 3 clusters Score -1.253334e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50502 members 
Mstep: Class 2 contains 48877 members 
Entering Unmasked Estep 
Score: -12533361.000000 Penalty: 3739.676025
	Iteration 63Q: 3 clusters Score -1.253336e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -12533370.000000 Penalty: 3739.676025
	Iteration 64Q: 3 clusters Score -1.253337e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50372 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -12533385.000000 Penalty: 3739.676025
	Iteration 65Q: 3 clusters Score -1.253338e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 49081 members 
Entering Unmasked Estep 
Score: -12533382.000000 Penalty: 3739.676025
	Iteration 66Q: 3 clusters Score -1.253338e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 49160 members 
Entering Unmasked Estep 
Score: -12533378.000000 Penalty: 3739.676025
	Iteration 67Q: 3 clusters Score -1.253338e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50158 members 
Mstep: Class 2 contains 49221 members 
Entering Unmasked Estep 
Score: -12533383.000000 Penalty: 3739.676025
	Iteration 68Q: 3 clusters Score -1.253338e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50097 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -12533382.000000 Penalty: 3739.676025
	Iteration 69Q: 3 clusters Score -1.253338e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50022 members 
Mstep: Class 2 contains 49357 members 
Entering Unmasked Estep 
Score: -12533364.000000 Penalty: 3739.676025
	Iteration 70Q: 3 clusters Score -1.253336e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49911 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -12533388.000000 Penalty: 3739.676025
	Iteration 71Q: 3 clusters Score -1.253339e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49806 members 
Mstep: Class 2 contains 49573 members 
Entering Unmasked Estep 
Score: -12533400.000000 Penalty: 3739.676025
	Iteration 72Q: 3 clusters Score -1.25334e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49704 members 
Mstep: Class 2 contains 49675 members 
Entering Unmasked Estep 
Score: -12533404.000000 Penalty: 3739.676025
	Iteration 73Q: 3 clusters Score -1.25334e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49622 members 
Mstep: Class 2 contains 49757 members 
Entering Unmasked Estep 
Score: -12533396.000000 Penalty: 3739.676025
	Iteration 74Q: 3 clusters Score -1.25334e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49518 members 
Mstep: Class 2 contains 49861 members 
Entering Unmasked Estep 
Score: -12533420.000000 Penalty: 3739.676025
	Iteration 75Q: 3 clusters Score -1.253342e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49424 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -12533414.000000 Penalty: 3739.676025
	Iteration 76Q: 3 clusters Score -1.253341e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 50045 members 
Entering Unmasked Estep 
Score: -12533422.000000 Penalty: 3739.676025
	Iteration 77Q: 3 clusters Score -1.253342e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49244 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
Score: -12533409.000000 Penalty: 3739.676025
	Iteration 78Q: 3 clusters Score -1.253341e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49172 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
Score: -12533432.000000 Penalty: 3739.676025
	Iteration 79Q: 3 clusters Score -1.253343e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49101 members 
Mstep: Class 2 contains 50278 members 
Entering Unmasked Estep 
Score: -12533404.000000 Penalty: 3739.676025
	Iteration 80F: 3 clusters Score -1.25334e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 50342 members 
Entering Unmasked Estep 
Score: -12533406.000000 Penalty: 3739.676025
	Iteration 81Q: 3 clusters Score -1.253341e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 50390 members 
Entering Unmasked Estep 
Score: -12533414.000000 Penalty: 3739.676025
	Iteration 82Q: 3 clusters Score -1.253341e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -12533404.000000 Penalty: 3739.676025
	Iteration 83Q: 3 clusters Score -1.25334e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 50505 members 
Entering Unmasked Estep 
Score: -12533395.000000 Penalty: 3739.676025
	Iteration 84Q: 3 clusters Score -1.25334e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48823 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -12533387.000000 Penalty: 3739.676025
	Iteration 85Q: 3 clusters Score -1.253339e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 50600 members 
Entering Unmasked Estep 
Score: -12533388.000000 Penalty: 3739.676025
	Iteration 86Q: 3 clusters Score -1.253339e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 50641 members 
Entering Unmasked Estep 
Score: -12533382.000000 Penalty: 3739.676025
	Iteration 87Q: 3 clusters Score -1.253338e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48696 members 
Mstep: Class 2 contains 50683 members 
Entering Unmasked Estep 
Score: -12533381.000000 Penalty: 3739.676025
	Iteration 88Q: 3 clusters Score -1.253338e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 50727 members 
Entering Unmasked Estep 
Score: -12533389.000000 Penalty: 3739.676025
	Iteration 89Q: 3 clusters Score -1.253339e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 50766 members 
Entering Unmasked Estep 
Score: -12533391.000000 Penalty: 3739.676025
	Iteration 90Q: 3 clusters Score -1.253339e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -12533407.000000 Penalty: 3739.676025
	Iteration 91Q: 3 clusters Score -1.253341e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48549 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -12533409.000000 Penalty: 3739.676025
	Iteration 92Q: 3 clusters Score -1.253341e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 50859 members 
Entering Unmasked Estep 
Score: -12533418.000000 Penalty: 3739.676025
	Iteration 93Q: 3 clusters Score -1.253342e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 50907 members 
Entering Unmasked Estep 
Score: -12533404.000000 Penalty: 3739.676025
	Iteration 94Q: 3 clusters Score -1.25334e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48410 members 
Mstep: Class 2 contains 50969 members 
Entering Unmasked Estep 
Score: -12533397.000000 Penalty: 3739.676025
	Iteration 95Q: 3 clusters Score -1.25334e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 51032 members 
Entering Unmasked Estep 
Score: -12533374.000000 Penalty: 3739.676025
	Iteration 96Q: 3 clusters Score -1.253337e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48286 members 
Mstep: Class 2 contains 51093 members 
Entering Unmasked Estep 
Score: -12533361.000000 Penalty: 3739.676025
	Iteration 97Q: 3 clusters Score -1.253336e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48225 members 
Mstep: Class 2 contains 51154 members 
Entering Unmasked Estep 
Score: -12533379.000000 Penalty: 3739.676025
	Iteration 98Q: 3 clusters Score -1.253338e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48144 members 
Mstep: Class 2 contains 51235 members 
Entering Unmasked Estep 
Score: -12533389.000000 Penalty: 3739.676025
	Iteration 99Q: 3 clusters Score -1.253339e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48070 members 
Mstep: Class 2 contains 51309 members 
Entering Unmasked Estep 
Score: -12533395.000000 Penalty: 3739.676025
	Iteration 100F: 3 clusters Score -1.25334e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 51382 members 
Entering Unmasked Estep 
Score: -12533405.000000 Penalty: 3739.676025
	Iteration 101Q: 3 clusters Score -1.25334e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47919 members 
Mstep: Class 2 contains 51460 members 
Entering Unmasked Estep 
Score: -12533412.000000 Penalty: 3739.676025
	Iteration 102Q: 3 clusters Score -1.253341e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47844 members 
Mstep: Class 2 contains 51535 members 
Entering Unmasked Estep 
Score: -12533401.000000 Penalty: 3739.676025
	Iteration 103Q: 3 clusters Score -1.25334e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 51604 members 
Entering Unmasked Estep 
Score: -12533414.000000 Penalty: 3739.676025
	Iteration 104Q: 3 clusters Score -1.253341e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
Score: -12533417.000000 Penalty: 3739.676025
	Iteration 105Q: 3 clusters Score -1.253342e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 51758 members 
Entering Unmasked Estep 
Score: -12533416.000000 Penalty: 3739.676025
	Iteration 106Q: 3 clusters Score -1.253342e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 51848 members 
Entering Unmasked Estep 
Score: -12533423.000000 Penalty: 3739.676025
	Iteration 107Q: 3 clusters Score -1.253342e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 51930 members 
Entering Unmasked Estep 
Score: -12533424.000000 Penalty: 3739.676025
	Iteration 108Q: 3 clusters Score -1.253342e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47385 members 
Mstep: Class 2 contains 51994 members 
Entering Unmasked Estep 
Score: -12533412.000000 Penalty: 3739.676025
	Iteration 109Q: 3 clusters Score -1.253341e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 52047 members 
Entering Unmasked Estep 
Score: -12533437.000000 Penalty: 3739.676025
	Iteration 110Q: 3 clusters Score -1.253344e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 52098 members 
Entering Unmasked Estep 
Score: -12533426.000000 Penalty: 3739.676025
	Iteration 111Q: 3 clusters Score -1.253343e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 52153 members 
Entering Unmasked Estep 
Score: -12533412.000000 Penalty: 3739.676025
	Iteration 112Q: 3 clusters Score -1.253341e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 52211 members 
Entering Unmasked Estep 
Score: -12533434.000000 Penalty: 3739.676025
	Iteration 113Q: 3 clusters Score -1.253343e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 52266 members 
Entering Unmasked Estep 
Score: -12533435.000000 Penalty: 3739.676025
	Iteration 114Q: 3 clusters Score -1.253344e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 52324 members 
Entering Unmasked Estep 
Score: -12533411.000000 Penalty: 3739.676025
	Iteration 115Q: 3 clusters Score -1.253341e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46993 members 
Mstep: Class 2 contains 52386 members 
Entering Unmasked Estep 
Score: -12533416.000000 Penalty: 3739.676025
	Iteration 116Q: 3 clusters Score -1.253342e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 52439 members 
Entering Unmasked Estep 
Score: -12533402.000000 Penalty: 3739.676025
	Iteration 117Q: 3 clusters Score -1.25334e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 52495 members 
Entering Unmasked Estep 
Score: -12533403.000000 Penalty: 3739.676025
	Iteration 118Q: 3 clusters Score -1.25334e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
Score: -12533400.000000 Penalty: 3739.676025
	Iteration 119Q: 3 clusters Score -1.25334e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 52614 members 
Entering Unmasked Estep 
Score: -12533396.000000 Penalty: 3739.676025
	Iteration 120F: 3 clusters Score -1.25334e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 52686 members 
Entering Unmasked Estep 
Score: -12533385.000000 Penalty: 3739.676025
	Iteration 121Q: 3 clusters Score -1.253338e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 52760 members 
Entering Unmasked Estep 
Score: -12533393.000000 Penalty: 3739.676025
	Iteration 122Q: 3 clusters Score -1.253339e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 52842 members 
Entering Unmasked Estep 
Score: -12533402.000000 Penalty: 3739.676025
	Iteration 123Q: 3 clusters Score -1.25334e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 52921 members 
Entering Unmasked Estep 
Score: -12533411.000000 Penalty: 3739.676025
	Iteration 124Q: 3 clusters Score -1.253341e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 53009 members 
Entering Unmasked Estep 
Score: -12533404.000000 Penalty: 3739.676025
	Iteration 125Q: 3 clusters Score -1.25334e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46287 members 
Mstep: Class 2 contains 53092 members 
Entering Unmasked Estep 
Score: -12533390.000000 Penalty: 3739.676025
	Iteration 126Q: 3 clusters Score -1.253339e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 53159 members 
Entering Unmasked Estep 
Score: -12533383.000000 Penalty: 3739.676025
	Iteration 127Q: 3 clusters Score -1.253338e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 53232 members 
Entering Unmasked Estep 
Score: -12533387.000000 Penalty: 3739.676025
	Iteration 128Q: 3 clusters Score -1.253339e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 53314 members 
Entering Unmasked Estep 
Score: -12533404.000000 Penalty: 3739.676025
	Iteration 129Q: 3 clusters Score -1.25334e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45980 members 
Mstep: Class 2 contains 53399 members 
Entering Unmasked Estep 
Score: -12533410.000000 Penalty: 3739.676025
	Iteration 130Q: 3 clusters Score -1.253341e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 53473 members 
Entering Unmasked Estep 
Score: -12533423.000000 Penalty: 3739.676025
	Iteration 131Q: 3 clusters Score -1.253342e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Mstep: Class 2 contains 53539 members 
Entering Unmasked Estep 
Score: -12533425.000000 Penalty: 3739.676025
	Iteration 132Q: 3 clusters Score -1.253342e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 53597 members 
Entering Unmasked Estep 
Score: -12533424.000000 Penalty: 3739.676025
	Iteration 133Q: 3 clusters Score -1.253342e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Mstep: Class 2 contains 53655 members 
Entering Unmasked Estep 
Score: -12533434.000000 Penalty: 3739.676025
	Iteration 134Q: 3 clusters Score -1.253343e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45685 members 
Mstep: Class 2 contains 53694 members 
Entering Unmasked Estep 
Score: -12533445.000000 Penalty: 3739.676025
	Iteration 135Q: 3 clusters Score -1.253344e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -12533448.000000 Penalty: 3739.676025
	Iteration 136Q: 3 clusters Score -1.253345e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 53765 members 
Entering Unmasked Estep 
Score: -12533444.000000 Penalty: 3739.676025
	Iteration 137Q: 3 clusters Score -1.253344e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 53802 members 
Entering Unmasked Estep 
Score: -12533455.000000 Penalty: 3739.676025
	Iteration 138Q: 3 clusters Score -1.253346e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 53850 members 
Entering Unmasked Estep 
Score: -12533468.000000 Penalty: 3739.676025
	Iteration 139Q: 3 clusters Score -1.253347e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 53893 members 
Entering Unmasked Estep 
Score: -12533458.000000 Penalty: 3739.676025
	Iteration 140F: 3 clusters Score -1.253346e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 53927 members 
Entering Unmasked Estep 
Score: -12533468.000000 Penalty: 3739.676025
	Iteration 141Q: 3 clusters Score -1.253347e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 53964 members 
Entering Unmasked Estep 
Score: -12533453.000000 Penalty: 3739.676025
	Iteration 142Q: 3 clusters Score -1.253345e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 54011 members 
Entering Unmasked Estep 
Score: -12533452.000000 Penalty: 3739.676025
	Iteration 143Q: 3 clusters Score -1.253345e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 54047 members 
Entering Unmasked Estep 
Score: -12533425.000000 Penalty: 3739.676025
	Iteration 144Q: 3 clusters Score -1.253342e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 54091 members 
Entering Unmasked Estep 
Score: -12533448.000000 Penalty: 3739.676025
	Iteration 145Q: 3 clusters Score -1.253345e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 54144 members 
Entering Unmasked Estep 
Score: -12533472.000000 Penalty: 3739.676025
	Iteration 146Q: 3 clusters Score -1.253347e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 54187 members 
Entering Unmasked Estep 
Score: -12533491.000000 Penalty: 3739.676025
	Iteration 147Q: 3 clusters Score -1.253349e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 54233 members 
Entering Unmasked Estep 
Score: -12533494.000000 Penalty: 3739.676025
	Iteration 148Q: 3 clusters Score -1.253349e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 54271 members 
Entering Unmasked Estep 
Score: -12533497.000000 Penalty: 3739.676025
	Iteration 149Q: 3 clusters Score -1.25335e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 54316 members 
Entering Unmasked Estep 
Score: -12533486.000000 Penalty: 3739.676025
	Iteration 150Q: 3 clusters Score -1.253349e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45024 members 
Mstep: Class 2 contains 54355 members 
Entering Unmasked Estep 
Score: -12533497.000000 Penalty: 3739.676025
	Iteration 151Q: 3 clusters Score -1.25335e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 54388 members 
Entering Unmasked Estep 
Score: -12533509.000000 Penalty: 3739.676025
	Iteration 152Q: 3 clusters Score -1.253351e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 54416 members 
Entering Unmasked Estep 
Score: -12533513.000000 Penalty: 3739.676025
	Iteration 153Q: 3 clusters Score -1.253351e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 54450 members 
Entering Unmasked Estep 
Score: -12533531.000000 Penalty: 3739.676025
	Iteration 154Q: 3 clusters Score -1.253353e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 54481 members 
Entering Unmasked Estep 
Score: -12533540.000000 Penalty: 3739.676025
	Iteration 155Q: 3 clusters Score -1.253354e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 54500 members 
Entering Unmasked Estep 
Score: -12533537.000000 Penalty: 3739.676025
	Iteration 156Q: 3 clusters Score -1.253354e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 54518 members 
Entering Unmasked Estep 
Score: -12533544.000000 Penalty: 3739.676025
	Iteration 157Q: 3 clusters Score -1.253354e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44842 members 
Mstep: Class 2 contains 54537 members 
Entering Unmasked Estep 
Score: -12533547.000000 Penalty: 3739.676025
	Iteration 158Q: 3 clusters Score -1.253355e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44825 members 
Mstep: Class 2 contains 54554 members 
Entering Unmasked Estep 
Score: -12533550.000000 Penalty: 3739.676025
	Iteration 159Q: 3 clusters Score -1.253355e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -12533554.000000 Penalty: 3739.676025
	Iteration 160F: 3 clusters Score -1.253355e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
Score: -12533560.000000 Penalty: 3739.676025
	Iteration 161Q: 3 clusters Score -1.253356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 54601 members 
Entering Unmasked Estep 
Score: -12533568.000000 Penalty: 3739.676025
	Iteration 162Q: 3 clusters Score -1.253357e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 54620 members 
Entering Unmasked Estep 
Score: -12533559.000000 Penalty: 3739.676025
	Iteration 163Q: 3 clusters Score -1.253356e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 54639 members 
Entering Unmasked Estep 
Score: -12533566.000000 Penalty: 3739.676025
	Iteration 164Q: 3 clusters Score -1.253357e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 54653 members 
Entering Unmasked Estep 
Score: -12533561.000000 Penalty: 3739.676025
	Iteration 165Q: 3 clusters Score -1.253356e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 54661 members 
Entering Unmasked Estep 
Score: -12533567.000000 Penalty: 3739.676025
	Iteration 166Q: 3 clusters Score -1.253357e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -12533580.000000 Penalty: 3739.676025
	Iteration 167Q: 3 clusters Score -1.253358e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 54692 members 
Entering Unmasked Estep 
Score: -12533561.000000 Penalty: 3739.676025
	Iteration 168Q: 3 clusters Score -1.253356e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 54706 members 
Entering Unmasked Estep 
Score: -12533572.000000 Penalty: 3739.676025
	Iteration 169Q: 3 clusters Score -1.253357e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 54730 members 
Entering Unmasked Estep 
Score: -12533577.000000 Penalty: 3739.676025
	Iteration 170Q: 3 clusters Score -1.253358e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 54756 members 
Entering Unmasked Estep 
Score: -12533574.000000 Penalty: 3739.676025
	Iteration 171Q: 3 clusters Score -1.253357e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 54790 members 
Entering Unmasked Estep 
Score: -12533568.000000 Penalty: 3739.676025
	Iteration 172Q: 3 clusters Score -1.253357e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 54823 members 
Entering Unmasked Estep 
Score: -12533574.000000 Penalty: 3739.676025
	Iteration 173Q: 3 clusters Score -1.253357e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 54852 members 
Entering Unmasked Estep 
Score: -12533610.000000 Penalty: 3739.676025
	Iteration 174Q: 3 clusters Score -1.253361e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 54882 members 
Entering Unmasked Estep 
Score: -12533615.000000 Penalty: 3739.676025
	Iteration 175Q: 3 clusters Score -1.253362e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 54910 members 
Entering Unmasked Estep 
Score: -12533609.000000 Penalty: 3739.676025
	Iteration 176Q: 3 clusters Score -1.253361e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 54934 members 
Entering Unmasked Estep 
Score: -12533606.000000 Penalty: 3739.676025
	Iteration 177Q: 3 clusters Score -1.253361e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 54951 members 
Entering Unmasked Estep 
Score: -12533619.000000 Penalty: 3739.676025
	Iteration 178Q: 3 clusters Score -1.253362e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 54973 members 
Entering Unmasked Estep 
Score: -12533632.000000 Penalty: 3739.676025
	Iteration 179Q: 3 clusters Score -1.253363e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 54990 members 
Entering Unmasked Estep 
Score: -12533628.000000 Penalty: 3739.676025
	Iteration 180F: 3 clusters Score -1.253363e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 55003 members 
Entering Unmasked Estep 
Score: -12533619.000000 Penalty: 3739.676025
	Iteration 181Q: 3 clusters Score -1.253362e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 55015 members 
Entering Unmasked Estep 
Score: -12533611.000000 Penalty: 3739.676025
	Iteration 182Q: 3 clusters Score -1.253361e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 55026 members 
Entering Unmasked Estep 
Score: -12533618.000000 Penalty: 3739.676025
	Iteration 183Q: 3 clusters Score -1.253362e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 55039 members 
Entering Unmasked Estep 
Score: -12533602.000000 Penalty: 3739.676025
	Iteration 184Q: 3 clusters Score -1.25336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 55042 members 
Entering Unmasked Estep 
Score: -12533609.000000 Penalty: 3739.676025
	Iteration 185Q: 3 clusters Score -1.253361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 55046 members 
Entering Unmasked Estep 
Score: -12533600.000000 Penalty: 3739.676025
	Iteration 186Q: 3 clusters Score -1.25336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 55048 members 
Entering Unmasked Estep 
Score: -12533605.000000 Penalty: 3739.676025
	Iteration 187Q: 3 clusters Score -1.25336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44329 members 
Mstep: Class 2 contains 55050 members 
Entering Unmasked Estep 
Score: -12533611.000000 Penalty: 3739.676025
	Iteration 188Q: 3 clusters Score -1.253361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 55052 members 
Entering Unmasked Estep 
Score: -12533611.000000 Penalty: 3739.676025
	Iteration 189Q: 3 clusters Score -1.253361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44326 members 
Mstep: Class 2 contains 55053 members 
Entering Unmasked Estep 
Score: -12533613.000000 Penalty: 3739.676025
	Iteration 190Q: 3 clusters Score -1.253361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 55054 members 
Entering Unmasked Estep 
Score: -12533617.000000 Penalty: 3739.676025
	Iteration 191Q: 3 clusters Score -1.253362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 55057 members 
Entering Unmasked Estep 
Score: -12533609.000000 Penalty: 3739.676025
	Iteration 192Q: 3 clusters Score -1.253361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 55059 members 
Entering Unmasked Estep 
Score: -12533617.000000 Penalty: 3739.676025
	Iteration 193Q: 3 clusters Score -1.253362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 55058 members 
Entering Unmasked Estep 
Score: -12533619.000000 Penalty: 3739.676025
	Iteration 194Q: 3 clusters Score -1.253362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 55058 members 
Entering Unmasked Estep 
Score: -12533619.000000 Penalty: 3739.676025
	Iteration 195F: 3 clusters Score -1.253362e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (96794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96794 members 
Entering Unmasked Estep 
Score: -12260301.000000 Penalty: 1865.555298
	Iteration 0F: 2 clusters Score -1.22603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 48152 members 
Entering Unmasked Estep 
Score: -12196948.000000 Penalty: 3731.110596
	Iteration 0F: 3 clusters Score -1.219695e+07 nChanged 46353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52745 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -12223988.000000 Penalty: 3731.110596
	Iteration 1F: 3 clusters Score -1.222399e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55470 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -12225117.000000 Penalty: 3731.110596
	Iteration 2Q: 3 clusters Score -1.222512e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59391 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -12227143.000000 Penalty: 3731.110596
	Iteration 3Q: 3 clusters Score -1.222714e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64989 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -12230561.000000 Penalty: 3731.110596
	Iteration 4F: 3 clusters Score -1.223056e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72356 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -12236076.000000 Penalty: 3731.110596
	Iteration 5F: 3 clusters Score -1.223608e+07 nChanged 8353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80649 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -12243501.000000 Penalty: 3731.110596
	Iteration 6F: 3 clusters Score -1.22435e+07 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87900 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -12250600.000000 Penalty: 3731.110596
	Iteration 7F: 3 clusters Score -1.22506e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92498 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -12255658.000000 Penalty: 3731.110596
	Iteration 8Q: 3 clusters Score -1.225566e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94999 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -12257892.000000 Penalty: 3731.110596
	Iteration 9Q: 3 clusters Score -1.225789e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96070 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -12258376.000000 Penalty: 3731.110596
	Iteration 10Q: 3 clusters Score -1.225838e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96457 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -12258543.000000 Penalty: 3731.110596
	Iteration 11Q: 3 clusters Score -1.225854e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96564 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -12258646.000000 Penalty: 3731.110596
	Iteration 12Q: 3 clusters Score -1.225865e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96604 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -12258682.000000 Penalty: 3731.110596
	Iteration 13Q: 3 clusters Score -1.225868e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96626 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -12258727.000000 Penalty: 3731.110596
	Iteration 14Q: 3 clusters Score -1.225873e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96629 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12258745.000000 Penalty: 3731.110596
	Iteration 15Q: 3 clusters Score -1.225874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96632 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12258748.000000 Penalty: 3731.110596
	Iteration 16Q: 3 clusters Score -1.225875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96636 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12258752.000000 Penalty: 3731.110596
	Iteration 17Q: 3 clusters Score -1.225875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96636 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12258765.000000 Penalty: 3731.110596
	Iteration 18Q: 3 clusters Score -1.225876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96634 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12258762.000000 Penalty: 3731.110596
	Iteration 19Q: 3 clusters Score -1.225876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96634 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12258762.000000 Penalty: 3731.110596
	Iteration 20F: 3 clusters Score -1.225876e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -113240.132812 Penalty: 1140.781006
	Iteration 0F: 2 clusters Score -113240.1 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 566 members 
Entering Unmasked Estep 
Score: -111757.320312 Penalty: 2281.562012
	Iteration 0F: 3 clusters Score -111757.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -112330.234375 Penalty: 2281.562012
	Iteration 1F: 3 clusters Score -112330.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -112614.570312 Penalty: 2281.562012
	Iteration 2F: 3 clusters Score -112614.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -112847.601562 Penalty: 2281.562012
	Iteration 3F: 3 clusters Score -112847.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -113141.570312 Penalty: 2281.562012
	Iteration 4F: 3 clusters Score -113141.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -113325.031250 Penalty: 2281.562012
	Iteration 5Q: 3 clusters Score -113325 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -113414.515625 Penalty: 2281.562012
	Iteration 6Q: 3 clusters Score -113414.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -113475.304688 Penalty: 2281.562012
	Iteration 7Q: 3 clusters Score -113475.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -113497.921875 Penalty: 2281.562012
	Iteration 8Q: 3 clusters Score -113497.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -113507.343750 Penalty: 2281.562012
	Iteration 9Q: 3 clusters Score -113507.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -113509.171875 Penalty: 2281.562012
	Iteration 10Q: 3 clusters Score -113509.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -113509.703125 Penalty: 2281.562012
	Iteration 11Q: 3 clusters Score -113509.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -113509.703125 Penalty: 2281.562012
	Iteration 12F: 3 clusters Score -113509.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105068 members 
Mstep: Class 2 contains 11471 members 
Mstep: Class 3 contains 7020 members 
Mstep: Class 4 contains 123311 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5309 members 
Mstep: Class 8 contains 9695 members 
Mstep: Class 9 contains 74701 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 105096 members 
Mstep: Class 12 contains 99379 members 
Mstep: Class 13 contains 96794 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 16 contains 69758 members 
Mstep: Class 17 contains 25057 members 
Mstep: Class 18 contains 14291 members 
Mstep: Class 19 contains 3031 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8334 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4787 members 
Mstep: Class 26 contains 18574 members 
Mstep: Class 27 contains 6694 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34587 members 
Mstep: Class 31 contains 42476 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2959 members 
Mstep: Class 35 contains 17836 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Mstep: Class 41 contains 590 members 
Entering Unmasked Estep 
Score: -111783744.000000 Penalty: 91479.007812
Splitting cluster 14 changes total score from -111784984.000000 to -111783744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (3197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Entering Unmasked Estep 
Score: -400391.531250 Penalty: 1311.369873
	Iteration 0F: 2 clusters Score -400391.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -397587.031250 Penalty: 2622.739746
	Iteration 0F: 3 clusters Score -397587 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -398290.375000 Penalty: 2622.739746
	Iteration 1F: 3 clusters Score -398290.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -398421.625000 Penalty: 2622.739746
	Iteration 2F: 3 clusters Score -398421.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -398536.937500 Penalty: 2622.739746
	Iteration 3F: 3 clusters Score -398536.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -398625.750000 Penalty: 2622.739746
	Iteration 4Q: 3 clusters Score -398625.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -398682.000000 Penalty: 2622.739746
	Iteration 5Q: 3 clusters Score -398682 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -398744.500000 Penalty: 2622.739746
	Iteration 6Q: 3 clusters Score -398744.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -398801.968750 Penalty: 2622.739746
	Iteration 7Q: 3 clusters Score -398802 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -398864.593750 Penalty: 2622.739746
	Iteration 8Q: 3 clusters Score -398864.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -398914.187500 Penalty: 2622.739746
	Iteration 9Q: 3 clusters Score -398914.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -398962.843750 Penalty: 2622.739746
	Iteration 10Q: 3 clusters Score -398962.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -399001.687500 Penalty: 2622.739746
	Iteration 11Q: 3 clusters Score -399001.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -399040.593750 Penalty: 2622.739746
	Iteration 12Q: 3 clusters Score -399040.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -399072.031250 Penalty: 2622.739746
	Iteration 13Q: 3 clusters Score -399072 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -399100.250000 Penalty: 2622.739746
	Iteration 14Q: 3 clusters Score -399100.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -399125.125000 Penalty: 2622.739746
	Iteration 15Q: 3 clusters Score -399125.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -399157.531250 Penalty: 2622.739746
	Iteration 16Q: 3 clusters Score -399157.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -399193.781250 Penalty: 2622.739746
	Iteration 17Q: 3 clusters Score -399193.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -399215.968750 Penalty: 2622.739746
	Iteration 18Q: 3 clusters Score -399216 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -399236.406250 Penalty: 2622.739746
	Iteration 19Q: 3 clusters Score -399236.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -399252.437500 Penalty: 2622.739746
	Iteration 20F: 3 clusters Score -399252.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -399261.093750 Penalty: 2622.739746
	Iteration 21Q: 3 clusters Score -399261.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -399270.281250 Penalty: 2622.739746
	Iteration 22Q: 3 clusters Score -399270.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -399279.437500 Penalty: 2622.739746
	Iteration 23Q: 3 clusters Score -399279.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -399286.437500 Penalty: 2622.739746
	Iteration 24Q: 3 clusters Score -399286.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -399290.687500 Penalty: 2622.739746
	Iteration 25Q: 3 clusters Score -399290.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -399294.750000 Penalty: 2622.739746
	Iteration 26Q: 3 clusters Score -399294.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -399299.843750 Penalty: 2622.739746
	Iteration 27Q: 3 clusters Score -399299.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -399307.843750 Penalty: 2622.739746
	Iteration 28Q: 3 clusters Score -399307.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -399314.937500 Penalty: 2622.739746
	Iteration 29Q: 3 clusters Score -399314.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -399317.750000 Penalty: 2622.739746
	Iteration 30Q: 3 clusters Score -399317.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -399321.093750 Penalty: 2622.739746
	Iteration 31Q: 3 clusters Score -399321.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -399325.312500 Penalty: 2622.739746
	Iteration 32Q: 3 clusters Score -399325.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -399330.593750 Penalty: 2622.739746
	Iteration 33Q: 3 clusters Score -399330.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -399335.531250 Penalty: 2622.739746
	Iteration 34Q: 3 clusters Score -399335.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -399339.718750 Penalty: 2622.739746
	Iteration 35Q: 3 clusters Score -399339.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -399343.343750 Penalty: 2622.739746
	Iteration 36Q: 3 clusters Score -399343.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -399343.875000 Penalty: 2622.739746
	Iteration 37Q: 3 clusters Score -399343.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -399346.281250 Penalty: 2622.739746
	Iteration 38Q: 3 clusters Score -399346.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -399346.562500 Penalty: 2622.739746
	Iteration 39Q: 3 clusters Score -399346.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -399348.718750 Penalty: 2622.739746
	Iteration 40F: 3 clusters Score -399348.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -399352.000000 Penalty: 2622.739746
	Iteration 41Q: 3 clusters Score -399352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -399355.437500 Penalty: 2622.739746
	Iteration 42Q: 3 clusters Score -399355.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -399358.156250 Penalty: 2622.739746
	Iteration 43Q: 3 clusters Score -399358.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -399361.781250 Penalty: 2622.739746
	Iteration 44Q: 3 clusters Score -399361.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -399366.593750 Penalty: 2622.739746
	Iteration 45Q: 3 clusters Score -399366.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -399370.312500 Penalty: 2622.739746
	Iteration 46Q: 3 clusters Score -399370.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -399372.531250 Penalty: 2622.739746
	Iteration 47Q: 3 clusters Score -399372.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -399373.218750 Penalty: 2622.739746
	Iteration 48Q: 3 clusters Score -399373.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -399373.906250 Penalty: 2622.739746
	Iteration 49Q: 3 clusters Score -399373.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -399374.437500 Penalty: 2622.739746
	Iteration 50Q: 3 clusters Score -399374.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -399374.437500 Penalty: 2622.739746
	Iteration 51F: 3 clusters Score -399374.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (69758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69758 members 
Entering Unmasked Estep 
Score: -8672157.000000 Penalty: 1812.327881
	Iteration 0F: 2 clusters Score -8672157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -8625760.000000 Penalty: 3624.655762
	Iteration 0F: 3 clusters Score -8625760 nChanged 32991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -8645221.000000 Penalty: 3624.655762
	Iteration 1F: 3 clusters Score -8645221 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -8646830.000000 Penalty: 3624.655762
	Iteration 2F: 3 clusters Score -8646830 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -8649321.000000 Penalty: 3624.655762
	Iteration 3F: 3 clusters Score -8649321 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -8652750.000000 Penalty: 3624.655762
	Iteration 4F: 3 clusters Score -8652750 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47785 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -8656689.000000 Penalty: 3624.655762
	Iteration 5F: 3 clusters Score -8656689 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -8660944.000000 Penalty: 3624.655762
	Iteration 6F: 3 clusters Score -8660944 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -8664718.000000 Penalty: 3624.655762
	Iteration 7F: 3 clusters Score -8664718 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56502 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -8666951.000000 Penalty: 3624.655762
	Iteration 8Q: 3 clusters Score -8666951 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57875 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -8668086.000000 Penalty: 3624.655762
	Iteration 9Q: 3 clusters Score -8668086 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58953 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -8668787.000000 Penalty: 3624.655762
	Iteration 10Q: 3 clusters Score -8668787 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59849 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -8669259.000000 Penalty: 3624.655762
	Iteration 11Q: 3 clusters Score -8669259 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60668 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -8669590.000000 Penalty: 3624.655762
	Iteration 12Q: 3 clusters Score -8669590 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61345 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -8669871.000000 Penalty: 3624.655762
	Iteration 13Q: 3 clusters Score -8669871 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61933 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -8670095.000000 Penalty: 3624.655762
	Iteration 14Q: 3 clusters Score -8670095 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62448 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -8670265.000000 Penalty: 3624.655762
	Iteration 15Q: 3 clusters Score -8670265 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62906 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -8670433.000000 Penalty: 3624.655762
	Iteration 16Q: 3 clusters Score -8670433 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63318 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -8670567.000000 Penalty: 3624.655762
	Iteration 17Q: 3 clusters Score -8670567 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63663 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -8670653.000000 Penalty: 3624.655762
	Iteration 18Q: 3 clusters Score -8670653 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63989 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -8670761.000000 Penalty: 3624.655762
	Iteration 19Q: 3 clusters Score -8670761 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64281 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -8670838.000000 Penalty: 3624.655762
	Iteration 20F: 3 clusters Score -8670838 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64542 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -8670870.000000 Penalty: 3624.655762
	Iteration 21Q: 3 clusters Score -8670870 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64776 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -8670935.000000 Penalty: 3624.655762
	Iteration 22Q: 3 clusters Score -8670935 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64988 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -8670971.000000 Penalty: 3624.655762
	Iteration 23Q: 3 clusters Score -8670971 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65176 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -8671032.000000 Penalty: 3624.655762
	Iteration 24Q: 3 clusters Score -8671032 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65354 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -8671043.000000 Penalty: 3624.655762
	Iteration 25Q: 3 clusters Score -8671043 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65497 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -8671086.000000 Penalty: 3624.655762
	Iteration 26Q: 3 clusters Score -8671086 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65633 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -8671115.000000 Penalty: 3624.655762
	Iteration 27Q: 3 clusters Score -8671115 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65751 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -8671113.000000 Penalty: 3624.655762
	Iteration 28Q: 3 clusters Score -8671113 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65863 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -8671132.000000 Penalty: 3624.655762
	Iteration 29Q: 3 clusters Score -8671132 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65974 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -8671142.000000 Penalty: 3624.655762
	Iteration 30Q: 3 clusters Score -8671142 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66069 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -8671154.000000 Penalty: 3624.655762
	Iteration 31Q: 3 clusters Score -8671154 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66151 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -8671170.000000 Penalty: 3624.655762
	Iteration 32Q: 3 clusters Score -8671170 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66230 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -8671167.000000 Penalty: 3624.655762
	Iteration 33Q: 3 clusters Score -8671167 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66308 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -8671212.000000 Penalty: 3624.655762
	Iteration 34Q: 3 clusters Score -8671212 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66364 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -8671207.000000 Penalty: 3624.655762
	Iteration 35Q: 3 clusters Score -8671207 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66412 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -8671218.000000 Penalty: 3624.655762
	Iteration 36Q: 3 clusters Score -8671218 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66458 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -8671218.000000 Penalty: 3624.655762
	Iteration 37Q: 3 clusters Score -8671218 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66499 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -8671208.000000 Penalty: 3624.655762
	Iteration 38Q: 3 clusters Score -8671208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66538 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -8671225.000000 Penalty: 3624.655762
	Iteration 39Q: 3 clusters Score -8671225 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66582 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -8671223.000000 Penalty: 3624.655762
	Iteration 40F: 3 clusters Score -8671223 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66622 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -8671235.000000 Penalty: 3624.655762
	Iteration 41Q: 3 clusters Score -8671235 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66657 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -8671234.000000 Penalty: 3624.655762
	Iteration 42Q: 3 clusters Score -8671234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66689 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -8671264.000000 Penalty: 3624.655762
	Iteration 43Q: 3 clusters Score -8671264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66724 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -8671275.000000 Penalty: 3624.655762
	Iteration 44Q: 3 clusters Score -8671275 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66759 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -8671279.000000 Penalty: 3624.655762
	Iteration 45Q: 3 clusters Score -8671279 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66793 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -8671290.000000 Penalty: 3624.655762
	Iteration 46Q: 3 clusters Score -8671290 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66823 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -8671295.000000 Penalty: 3624.655762
	Iteration 47Q: 3 clusters Score -8671295 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66860 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -8671306.000000 Penalty: 3624.655762
	Iteration 48Q: 3 clusters Score -8671306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66890 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -8671302.000000 Penalty: 3624.655762
	Iteration 49Q: 3 clusters Score -8671302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66906 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -8671300.000000 Penalty: 3624.655762
	Iteration 50Q: 3 clusters Score -8671300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66926 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -8671314.000000 Penalty: 3624.655762
	Iteration 51Q: 3 clusters Score -8671314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66943 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -8671326.000000 Penalty: 3624.655762
	Iteration 52Q: 3 clusters Score -8671326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66964 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -8671329.000000 Penalty: 3624.655762
	Iteration 53Q: 3 clusters Score -8671329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66995 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -8671339.000000 Penalty: 3624.655762
	Iteration 54Q: 3 clusters Score -8671339 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67026 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -8671354.000000 Penalty: 3624.655762
	Iteration 55Q: 3 clusters Score -8671354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -8671360.000000 Penalty: 3624.655762
	Iteration 56Q: 3 clusters Score -8671360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67062 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -8671356.000000 Penalty: 3624.655762
	Iteration 57Q: 3 clusters Score -8671356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67083 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -8671354.000000 Penalty: 3624.655762
	Iteration 58Q: 3 clusters Score -8671354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67109 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -8671357.000000 Penalty: 3624.655762
	Iteration 59Q: 3 clusters Score -8671357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67125 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -8671349.000000 Penalty: 3624.655762
	Iteration 60F: 3 clusters Score -8671349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67136 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -8671354.000000 Penalty: 3624.655762
	Iteration 61Q: 3 clusters Score -8671354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67145 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -8671348.000000 Penalty: 3624.655762
	Iteration 62Q: 3 clusters Score -8671348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67151 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -8671341.000000 Penalty: 3624.655762
	Iteration 63Q: 3 clusters Score -8671341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67159 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -8671343.000000 Penalty: 3624.655762
	Iteration 64Q: 3 clusters Score -8671343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67163 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -8671340.000000 Penalty: 3624.655762
	Iteration 65Q: 3 clusters Score -8671340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67169 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -8671341.000000 Penalty: 3624.655762
	Iteration 66Q: 3 clusters Score -8671341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67171 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -8671335.000000 Penalty: 3624.655762
	Iteration 67Q: 3 clusters Score -8671335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67172 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -8671336.000000 Penalty: 3624.655762
	Iteration 68Q: 3 clusters Score -8671336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67171 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -8671343.000000 Penalty: 3624.655762
	Iteration 69Q: 3 clusters Score -8671343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67171 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -8671343.000000 Penalty: 3624.655762
	Iteration 70F: 3 clusters Score -8671343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Entering Unmasked Estep 
Score: -3093615.750000 Penalty: 1645.947632
	Iteration 0F: 2 clusters Score -3093616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -3076632.000000 Penalty: 3291.895264
	Iteration 0F: 3 clusters Score -3076632 nChanged 11481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -3083166.750000 Penalty: 3291.895264
	Iteration 1F: 3 clusters Score -3083167 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -3083808.500000 Penalty: 3291.895264
	Iteration 2F: 3 clusters Score -3083808 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -3084501.750000 Penalty: 3291.895264
	Iteration 3F: 3 clusters Score -3084502 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -3085319.250000 Penalty: 3291.895264
	Iteration 4F: 3 clusters Score -3085319 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -3086307.000000 Penalty: 3291.895264
	Iteration 5F: 3 clusters Score -3086307 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -3087380.250000 Penalty: 3291.895264
	Iteration 6F: 3 clusters Score -3087380 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -3088529.000000 Penalty: 3291.895264
	Iteration 7F: 3 clusters Score -3088529 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -3089526.750000 Penalty: 3291.895264
	Iteration 8Q: 3 clusters Score -3089527 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -3090262.000000 Penalty: 3291.895264
	Iteration 9Q: 3 clusters Score -3090262 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -3090748.000000 Penalty: 3291.895264
	Iteration 10Q: 3 clusters Score -3090748 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -3091083.250000 Penalty: 3291.895264
	Iteration 11Q: 3 clusters Score -3091083 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3091302.750000 Penalty: 3291.895264
	Iteration 12Q: 3 clusters Score -3091303 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -3091484.000000 Penalty: 3291.895264
	Iteration 13Q: 3 clusters Score -3091484 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3091590.250000 Penalty: 3291.895264
	Iteration 14Q: 3 clusters Score -3091590 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -3091661.250000 Penalty: 3291.895264
	Iteration 15Q: 3 clusters Score -3091661 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -3091711.000000 Penalty: 3291.895264
	Iteration 16Q: 3 clusters Score -3091711 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3091741.250000 Penalty: 3291.895264
	Iteration 17Q: 3 clusters Score -3091741 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3091780.500000 Penalty: 3291.895264
	Iteration 18Q: 3 clusters Score -3091780 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3091801.250000 Penalty: 3291.895264
	Iteration 19Q: 3 clusters Score -3091801 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3091825.500000 Penalty: 3291.895264
	Iteration 20F: 3 clusters Score -3091826 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3091838.250000 Penalty: 3291.895264
	Iteration 21Q: 3 clusters Score -3091838 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3091857.250000 Penalty: 3291.895264
	Iteration 22Q: 3 clusters Score -3091857 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -3091881.000000 Penalty: 3291.895264
	Iteration 23Q: 3 clusters Score -3091881 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3091888.750000 Penalty: 3291.895264
	Iteration 24Q: 3 clusters Score -3091889 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3091906.250000 Penalty: 3291.895264
	Iteration 25Q: 3 clusters Score -3091906 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3091915.000000 Penalty: 3291.895264
	Iteration 26Q: 3 clusters Score -3091915 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3091937.750000 Penalty: 3291.895264
	Iteration 27Q: 3 clusters Score -3091938 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3091944.000000 Penalty: 3291.895264
	Iteration 28Q: 3 clusters Score -3091944 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3091948.000000 Penalty: 3291.895264
	Iteration 29Q: 3 clusters Score -3091948 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3091963.750000 Penalty: 3291.895264
	Iteration 30Q: 3 clusters Score -3091964 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3091974.500000 Penalty: 3291.895264
	Iteration 31Q: 3 clusters Score -3091974 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3091987.250000 Penalty: 3291.895264
	Iteration 32Q: 3 clusters Score -3091987 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3092002.500000 Penalty: 3291.895264
	Iteration 33Q: 3 clusters Score -3092002 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3092014.500000 Penalty: 3291.895264
	Iteration 34Q: 3 clusters Score -3092014 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3092019.500000 Penalty: 3291.895264
	Iteration 35Q: 3 clusters Score -3092020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3092021.750000 Penalty: 3291.895264
	Iteration 36Q: 3 clusters Score -3092022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3092025.250000 Penalty: 3291.895264
	Iteration 37Q: 3 clusters Score -3092025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3092019.250000 Penalty: 3291.895264
	Iteration 38Q: 3 clusters Score -3092019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3092023.250000 Penalty: 3291.895264
	Iteration 39Q: 3 clusters Score -3092023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3092027.000000 Penalty: 3291.895264
	Iteration 40F: 3 clusters Score -3092027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3092033.250000 Penalty: 3291.895264
	Iteration 41Q: 3 clusters Score -3092033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3092033.750000 Penalty: 3291.895264
	Iteration 42Q: 3 clusters Score -3092034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3092038.250000 Penalty: 3291.895264
	Iteration 43Q: 3 clusters Score -3092038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3092039.500000 Penalty: 3291.895264
	Iteration 44Q: 3 clusters Score -3092040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3092040.500000 Penalty: 3291.895264
	Iteration 45Q: 3 clusters Score -3092040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3092041.000000 Penalty: 3291.895264
	Iteration 46Q: 3 clusters Score -3092041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3092040.750000 Penalty: 3291.895264
	Iteration 47Q: 3 clusters Score -3092041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3092042.750000 Penalty: 3291.895264
	Iteration 48Q: 3 clusters Score -3092043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3092043.750000 Penalty: 3291.895264
	Iteration 49Q: 3 clusters Score -3092044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3092041.500000 Penalty: 3291.895264
	Iteration 50Q: 3 clusters Score -3092042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3092044.000000 Penalty: 3291.895264
	Iteration 51Q: 3 clusters Score -3092044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3092046.000000 Penalty: 3291.895264
	Iteration 52Q: 3 clusters Score -3092046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3092046.000000 Penalty: 3291.895264
	Iteration 53Q: 3 clusters Score -3092046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3092047.000000 Penalty: 3291.895264
	Iteration 54Q: 3 clusters Score -3092047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3092047.250000 Penalty: 3291.895264
	Iteration 55Q: 3 clusters Score -3092047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3092051.250000 Penalty: 3291.895264
	Iteration 56Q: 3 clusters Score -3092051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3092054.500000 Penalty: 3291.895264
	Iteration 57Q: 3 clusters Score -3092054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3092051.750000 Penalty: 3291.895264
	Iteration 58Q: 3 clusters Score -3092052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3092051.750000 Penalty: 3291.895264
	Iteration 59F: 3 clusters Score -3092052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Entering Unmasked Estep 
Score: -1782358.250000 Penalty: 1554.700195
	Iteration 0F: 2 clusters Score -1782358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1772359.750000 Penalty: 3109.400391
	Iteration 0F: 3 clusters Score -1772360 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1775864.125000 Penalty: 3109.400391
	Iteration 1F: 3 clusters Score -1775864 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1776393.375000 Penalty: 3109.400391
	Iteration 2F: 3 clusters Score -1776393 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1776863.875000 Penalty: 3109.400391
	Iteration 3F: 3 clusters Score -1776864 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1777287.250000 Penalty: 3109.400391
	Iteration 4F: 3 clusters Score -1777287 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1777693.375000 Penalty: 3109.400391
	Iteration 5F: 3 clusters Score -1777693 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1778074.000000 Penalty: 3109.400391
	Iteration 6F: 3 clusters Score -1778074 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1778450.000000 Penalty: 3109.400391
	Iteration 7Q: 3 clusters Score -1778450 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1778842.375000 Penalty: 3109.400391
	Iteration 8Q: 3 clusters Score -1778842 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1779230.500000 Penalty: 3109.400391
	Iteration 9Q: 3 clusters Score -1779230 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1779590.875000 Penalty: 3109.400391
	Iteration 10Q: 3 clusters Score -1779591 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1779888.500000 Penalty: 3109.400391
	Iteration 11Q: 3 clusters Score -1779888 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1780079.125000 Penalty: 3109.400391
	Iteration 12Q: 3 clusters Score -1780079 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1780214.125000 Penalty: 3109.400391
	Iteration 13Q: 3 clusters Score -1780214 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1780298.625000 Penalty: 3109.400391
	Iteration 14Q: 3 clusters Score -1780299 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1780353.250000 Penalty: 3109.400391
	Iteration 15Q: 3 clusters Score -1780353 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1780407.500000 Penalty: 3109.400391
	Iteration 16Q: 3 clusters Score -1780408 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1780464.875000 Penalty: 3109.400391
	Iteration 17Q: 3 clusters Score -1780465 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1780522.250000 Penalty: 3109.400391
	Iteration 18Q: 3 clusters Score -1780522 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1780589.000000 Penalty: 3109.400391
	Iteration 19Q: 3 clusters Score -1780589 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1780653.000000 Penalty: 3109.400391
	Iteration 20F: 3 clusters Score -1780653 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1780708.125000 Penalty: 3109.400391
	Iteration 21Q: 3 clusters Score -1780708 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1780756.125000 Penalty: 3109.400391
	Iteration 22Q: 3 clusters Score -1780756 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1780787.125000 Penalty: 3109.400391
	Iteration 23Q: 3 clusters Score -1780787 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1780820.000000 Penalty: 3109.400391
	Iteration 24Q: 3 clusters Score -1780820 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1780837.625000 Penalty: 3109.400391
	Iteration 25Q: 3 clusters Score -1780838 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1780874.000000 Penalty: 3109.400391
	Iteration 26Q: 3 clusters Score -1780874 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1780894.625000 Penalty: 3109.400391
	Iteration 27Q: 3 clusters Score -1780895 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1780909.875000 Penalty: 3109.400391
	Iteration 28Q: 3 clusters Score -1780910 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1780933.500000 Penalty: 3109.400391
	Iteration 29Q: 3 clusters Score -1780934 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1780954.125000 Penalty: 3109.400391
	Iteration 30Q: 3 clusters Score -1780954 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1780961.125000 Penalty: 3109.400391
	Iteration 31Q: 3 clusters Score -1780961 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1780963.875000 Penalty: 3109.400391
	Iteration 32Q: 3 clusters Score -1780964 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1780975.500000 Penalty: 3109.400391
	Iteration 33Q: 3 clusters Score -1780976 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1780990.125000 Penalty: 3109.400391
	Iteration 34Q: 3 clusters Score -1780990 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1780985.000000 Penalty: 3109.400391
	Iteration 35Q: 3 clusters Score -1780985 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1780998.625000 Penalty: 3109.400391
	Iteration 36Q: 3 clusters Score -1780999 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1781003.500000 Penalty: 3109.400391
	Iteration 37Q: 3 clusters Score -1781004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1781006.875000 Penalty: 3109.400391
	Iteration 38Q: 3 clusters Score -1781007 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1781016.000000 Penalty: 3109.400391
	Iteration 39Q: 3 clusters Score -1781016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1781022.250000 Penalty: 3109.400391
	Iteration 40F: 3 clusters Score -1781022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1781020.500000 Penalty: 3109.400391
	Iteration 41Q: 3 clusters Score -1781020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1781020.750000 Penalty: 3109.400391
	Iteration 42Q: 3 clusters Score -1781021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1781024.500000 Penalty: 3109.400391
	Iteration 43Q: 3 clusters Score -1781024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1781023.000000 Penalty: 3109.400391
	Iteration 44Q: 3 clusters Score -1781023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1781025.125000 Penalty: 3109.400391
	Iteration 45Q: 3 clusters Score -1781025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1781024.125000 Penalty: 3109.400391
	Iteration 46Q: 3 clusters Score -1781024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1781025.750000 Penalty: 3109.400391
	Iteration 47Q: 3 clusters Score -1781026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1781024.875000 Penalty: 3109.400391
	Iteration 48Q: 3 clusters Score -1781025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1781024.000000 Penalty: 3109.400391
	Iteration 49Q: 3 clusters Score -1781024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1781023.750000 Penalty: 3109.400391
	Iteration 50Q: 3 clusters Score -1781024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1781023.625000 Penalty: 3109.400391
	Iteration 51Q: 3 clusters Score -1781024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1781027.250000 Penalty: 3109.400391
	Iteration 52Q: 3 clusters Score -1781027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1781025.500000 Penalty: 3109.400391
	Iteration 53Q: 3 clusters Score -1781026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1781027.250000 Penalty: 3109.400391
	Iteration 54Q: 3 clusters Score -1781027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1781027.125000 Penalty: 3109.400391
	Iteration 55Q: 3 clusters Score -1781027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1781030.125000 Penalty: 3109.400391
	Iteration 56Q: 3 clusters Score -1781030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1781026.125000 Penalty: 3109.400391
	Iteration 57Q: 3 clusters Score -1781026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1781028.125000 Penalty: 3109.400391
	Iteration 58Q: 3 clusters Score -1781028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1781027.750000 Penalty: 3109.400391
	Iteration 59Q: 3 clusters Score -1781028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1781028.125000 Penalty: 3109.400391
	Iteration 60F: 3 clusters Score -1781028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1781029.625000 Penalty: 3109.400391
	Iteration 61Q: 3 clusters Score -1781030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1781027.875000 Penalty: 3109.400391
	Iteration 62Q: 3 clusters Score -1781028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1781025.375000 Penalty: 3109.400391
	Iteration 63Q: 3 clusters Score -1781025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1781025.375000 Penalty: 3109.400391
	Iteration 64F: 3 clusters Score -1781025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Entering Unmasked Estep 
Score: -351407.468750 Penalty: 1302.705322
	Iteration 0F: 2 clusters Score -351407.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -348707.531250 Penalty: 2605.410645
	Iteration 0F: 3 clusters Score -348707.5 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -349449.093750 Penalty: 2605.410645
	Iteration 1F: 3 clusters Score -349449.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -349633.250000 Penalty: 2605.410645
	Iteration 2F: 3 clusters Score -349633.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -349748.875000 Penalty: 2605.410645
	Iteration 3F: 3 clusters Score -349748.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -349858.437500 Penalty: 2605.410645
	Iteration 4Q: 3 clusters Score -349858.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -349945.093750 Penalty: 2605.410645
	Iteration 5Q: 3 clusters Score -349945.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -350028.312500 Penalty: 2605.410645
	Iteration 6Q: 3 clusters Score -350028.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -350106.875000 Penalty: 2605.410645
	Iteration 7Q: 3 clusters Score -350106.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -350173.000000 Penalty: 2605.410645
	Iteration 8Q: 3 clusters Score -350173 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -350220.125000 Penalty: 2605.410645
	Iteration 9Q: 3 clusters Score -350220.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -350248.843750 Penalty: 2605.410645
	Iteration 10Q: 3 clusters Score -350248.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -350274.125000 Penalty: 2605.410645
	Iteration 11Q: 3 clusters Score -350274.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -350297.000000 Penalty: 2605.410645
	Iteration 12Q: 3 clusters Score -350297 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -350309.718750 Penalty: 2605.410645
	Iteration 13Q: 3 clusters Score -350309.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -350321.218750 Penalty: 2605.410645
	Iteration 14Q: 3 clusters Score -350321.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -350328.843750 Penalty: 2605.410645
	Iteration 15Q: 3 clusters Score -350328.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -350337.312500 Penalty: 2605.410645
	Iteration 16Q: 3 clusters Score -350337.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -350343.468750 Penalty: 2605.410645
	Iteration 17Q: 3 clusters Score -350343.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -350349.906250 Penalty: 2605.410645
	Iteration 18Q: 3 clusters Score -350349.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -350354.375000 Penalty: 2605.410645
	Iteration 19Q: 3 clusters Score -350354.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -350359.250000 Penalty: 2605.410645
	Iteration 20F: 3 clusters Score -350359.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -350362.125000 Penalty: 2605.410645
	Iteration 21Q: 3 clusters Score -350362.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -350364.968750 Penalty: 2605.410645
	Iteration 22Q: 3 clusters Score -350365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -350367.906250 Penalty: 2605.410645
	Iteration 23Q: 3 clusters Score -350367.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -350373.375000 Penalty: 2605.410645
	Iteration 24Q: 3 clusters Score -350373.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -350380.531250 Penalty: 2605.410645
	Iteration 25Q: 3 clusters Score -350380.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -350386.812500 Penalty: 2605.410645
	Iteration 26Q: 3 clusters Score -350386.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -350397.718750 Penalty: 2605.410645
	Iteration 27Q: 3 clusters Score -350397.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -350407.781250 Penalty: 2605.410645
	Iteration 28Q: 3 clusters Score -350407.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -350417.281250 Penalty: 2605.410645
	Iteration 29Q: 3 clusters Score -350417.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -350426.812500 Penalty: 2605.410645
	Iteration 30Q: 3 clusters Score -350426.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -350434.031250 Penalty: 2605.410645
	Iteration 31Q: 3 clusters Score -350434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -350445.750000 Penalty: 2605.410645
	Iteration 32Q: 3 clusters Score -350445.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -350460.000000 Penalty: 2605.410645
	Iteration 33Q: 3 clusters Score -350460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -350466.968750 Penalty: 2605.410645
	Iteration 34Q: 3 clusters Score -350467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -350471.906250 Penalty: 2605.410645
	Iteration 35Q: 3 clusters Score -350471.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -350474.406250 Penalty: 2605.410645
	Iteration 36Q: 3 clusters Score -350474.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -350475.812500 Penalty: 2605.410645
	Iteration 37Q: 3 clusters Score -350475.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -350478.750000 Penalty: 2605.410645
	Iteration 38Q: 3 clusters Score -350478.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -350481.000000 Penalty: 2605.410645
	Iteration 39Q: 3 clusters Score -350481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -350481.781250 Penalty: 2605.410645
	Iteration 40F: 3 clusters Score -350481.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -350482.687500 Penalty: 2605.410645
	Iteration 41Q: 3 clusters Score -350482.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -350483.406250 Penalty: 2605.410645
	Iteration 42Q: 3 clusters Score -350483.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -350483.406250 Penalty: 2605.410645
	Iteration 43F: 3 clusters Score -350483.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -45478.941406 Penalty: 979.986389
	Iteration 0F: 2 clusters Score -45478.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -44479.781250 Penalty: 1959.972778
	Iteration 0F: 3 clusters Score -44479.78 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -44606.062500 Penalty: 1959.972778
	Iteration 1F: 3 clusters Score -44606.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -44641.199219 Penalty: 1959.972778
	Iteration 2Q: 3 clusters Score -44641.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -44658.371094 Penalty: 1959.972778
	Iteration 3Q: 3 clusters Score -44658.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44668.355469 Penalty: 1959.972778
	Iteration 4Q: 3 clusters Score -44668.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44683.027344 Penalty: 1959.972778
	Iteration 5Q: 3 clusters Score -44683.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44687.843750 Penalty: 1959.972778
	Iteration 6Q: 3 clusters Score -44687.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -44690.421875 Penalty: 1959.972778
	Iteration 7Q: 3 clusters Score -44690.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44691.402344 Penalty: 1959.972778
	Iteration 8Q: 3 clusters Score -44691.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44691.402344 Penalty: 1959.972778
	Iteration 9F: 3 clusters Score -44691.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Entering Unmasked Estep 
Score: -1029231.812500 Penalty: 1467.066040
	Iteration 0F: 2 clusters Score -1029232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1023127.625000 Penalty: 2934.132080
	Iteration 0F: 3 clusters Score -1023128 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1025058.437500 Penalty: 2934.132080
	Iteration 1F: 3 clusters Score -1025058 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1025406.812500 Penalty: 2934.132080
	Iteration 2F: 3 clusters Score -1025407 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1025700.437500 Penalty: 2934.132080
	Iteration 3F: 3 clusters Score -1025700 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1025957.562500 Penalty: 2934.132080
	Iteration 4F: 3 clusters Score -1025958 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1026202.875000 Penalty: 2934.132080
	Iteration 5F: 3 clusters Score -1026203 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1026440.187500 Penalty: 2934.132080
	Iteration 6F: 3 clusters Score -1026440 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1026665.000000 Penalty: 2934.132080
	Iteration 7Q: 3 clusters Score -1026665 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1026910.312500 Penalty: 2934.132080
	Iteration 8Q: 3 clusters Score -1026910 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1027135.875000 Penalty: 2934.132080
	Iteration 9Q: 3 clusters Score -1027136 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1027346.125000 Penalty: 2934.132080
	Iteration 10Q: 3 clusters Score -1027346 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1027537.875000 Penalty: 2934.132080
	Iteration 11Q: 3 clusters Score -1027538 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1027691.437500 Penalty: 2934.132080
	Iteration 12Q: 3 clusters Score -1027691 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1027794.312500 Penalty: 2934.132080
	Iteration 13Q: 3 clusters Score -1027794 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1027853.750000 Penalty: 2934.132080
	Iteration 14Q: 3 clusters Score -1027854 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1027899.562500 Penalty: 2934.132080
	Iteration 15Q: 3 clusters Score -1027900 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1027941.375000 Penalty: 2934.132080
	Iteration 16Q: 3 clusters Score -1027941 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1027974.375000 Penalty: 2934.132080
	Iteration 17Q: 3 clusters Score -1027974 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1028000.937500 Penalty: 2934.132080
	Iteration 18Q: 3 clusters Score -1028001 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1028019.000000 Penalty: 2934.132080
	Iteration 19Q: 3 clusters Score -1028019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1028034.812500 Penalty: 2934.132080
	Iteration 20F: 3 clusters Score -1028035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1028048.750000 Penalty: 2934.132080
	Iteration 21Q: 3 clusters Score -1028049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1028054.375000 Penalty: 2934.132080
	Iteration 22Q: 3 clusters Score -1028054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1028062.812500 Penalty: 2934.132080
	Iteration 23Q: 3 clusters Score -1028063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1028068.437500 Penalty: 2934.132080
	Iteration 24Q: 3 clusters Score -1028068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1028069.562500 Penalty: 2934.132080
	Iteration 25Q: 3 clusters Score -1028070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1028075.250000 Penalty: 2934.132080
	Iteration 26Q: 3 clusters Score -1028075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1028083.750000 Penalty: 2934.132080
	Iteration 27Q: 3 clusters Score -1028084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1028084.375000 Penalty: 2934.132080
	Iteration 28Q: 3 clusters Score -1028084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1028087.687500 Penalty: 2934.132080
	Iteration 29Q: 3 clusters Score -1028088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1028090.812500 Penalty: 2934.132080
	Iteration 30Q: 3 clusters Score -1028091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1028093.937500 Penalty: 2934.132080
	Iteration 31Q: 3 clusters Score -1028094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1028096.625000 Penalty: 2934.132080
	Iteration 32Q: 3 clusters Score -1028097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1028098.937500 Penalty: 2934.132080
	Iteration 33Q: 3 clusters Score -1028099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1028098.500000 Penalty: 2934.132080
	Iteration 34Q: 3 clusters Score -1028098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1028098.500000 Penalty: 2934.132080
	Iteration 35F: 3 clusters Score -1028098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -27532.384766 Penalty: 950.046326
	Iteration 0F: 2 clusters Score -27532.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26720.187500 Penalty: 1900.092651
	Iteration 0F: 3 clusters Score -26720.19 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -27224.236328 Penalty: 1900.092651
	Iteration 1F: 3 clusters Score -27224.24 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -27500.859375 Penalty: 1900.092651
	Iteration 2F: 3 clusters Score -27500.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27573.572266 Penalty: 1900.092651
	Iteration 3Q: 3 clusters Score -27573.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27592.146484 Penalty: 1900.092651
	Iteration 4Q: 3 clusters Score -27592.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27600.310547 Penalty: 1900.092651
	Iteration 5Q: 3 clusters Score -27600.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -27600.998047 Penalty: 1900.092651
	Iteration 6Q: 3 clusters Score -27601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27613.537109 Penalty: 1900.092651
	Iteration 7Q: 3 clusters Score -27613.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27618.541016 Penalty: 1900.092651
	Iteration 8Q: 3 clusters Score -27618.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27620.791016 Penalty: 1900.092651
	Iteration 9Q: 3 clusters Score -27620.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -27621.658203 Penalty: 1900.092651
	Iteration 10Q: 3 clusters Score -27621.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -27621.658203 Penalty: 1900.092651
	Iteration 11F: 3 clusters Score -27621.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105068 members 
Mstep: Class 2 contains 11471 members 
Mstep: Class 3 contains 7020 members 
Mstep: Class 4 contains 123311 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5309 members 
Mstep: Class 8 contains 9695 members 
Mstep: Class 9 contains 74701 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 105096 members 
Mstep: Class 12 contains 99379 members 
Mstep: Class 13 contains 96794 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 16 contains 69758 members 
Mstep: Class 17 contains 25057 members 
Mstep: Class 18 contains 14291 members 
Mstep: Class 19 contains 3031 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8334 members 
Mstep: Class 22 contains 175 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4787 members 
Mstep: Class 26 contains 18574 members 
Mstep: Class 27 contains 6694 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34587 members 
Mstep: Class 31 contains 42476 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2959 members 
Mstep: Class 35 contains 17836 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Mstep: Class 41 contains 171 members 
Entering Unmasked Estep 
Score: -111783576.000000 Penalty: 91479.007812
Splitting cluster 22 changes total score from -111784984.000000 to -111783576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -64860.394531 Penalty: 1032.302246
	Iteration 0F: 2 clusters Score -64860.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -63783.117188 Penalty: 2064.604492
	Iteration 0F: 3 clusters Score -63783.12 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -64038.699219 Penalty: 2064.604492
	Iteration 1F: 3 clusters Score -64038.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -64210.433594 Penalty: 2064.604492
	Iteration 2F: 3 clusters Score -64210.43 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -64427.773438 Penalty: 2064.604492
	Iteration 3F: 3 clusters Score -64427.77 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -64622.945312 Penalty: 2064.604492
	Iteration 4F: 3 clusters Score -64622.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -64772.273438 Penalty: 2064.604492
	Iteration 5F: 3 clusters Score -64772.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -64837.960938 Penalty: 2064.604492
	Iteration 6Q: 3 clusters Score -64837.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -64874.933594 Penalty: 2064.604492
	Iteration 7Q: 3 clusters Score -64874.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -64890.875000 Penalty: 2064.604492
	Iteration 8Q: 3 clusters Score -64890.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -64902.636719 Penalty: 2064.604492
	Iteration 9Q: 3 clusters Score -64902.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -64916.191406 Penalty: 2064.604492
	Iteration 10Q: 3 clusters Score -64916.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -64919.949219 Penalty: 2064.604492
	Iteration 11Q: 3 clusters Score -64919.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -64921.691406 Penalty: 2064.604492
	Iteration 12Q: 3 clusters Score -64921.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -64923.023438 Penalty: 2064.604492
	Iteration 13Q: 3 clusters Score -64923.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -64928.316406 Penalty: 2064.604492
	Iteration 14Q: 3 clusters Score -64928.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -64931.886719 Penalty: 2064.604492
	Iteration 15Q: 3 clusters Score -64931.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -64931.886719 Penalty: 2064.604492
	Iteration 16F: 3 clusters Score -64931.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105068 members 
Mstep: Class 2 contains 11471 members 
Mstep: Class 3 contains 7020 members 
Mstep: Class 4 contains 123311 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5309 members 
Mstep: Class 8 contains 9695 members 
Mstep: Class 9 contains 74701 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 105096 members 
Mstep: Class 12 contains 99379 members 
Mstep: Class 13 contains 96794 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 16 contains 69758 members 
Mstep: Class 17 contains 25057 members 
Mstep: Class 18 contains 14291 members 
Mstep: Class 19 contains 3031 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8334 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 372 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4787 members 
Mstep: Class 26 contains 18574 members 
Mstep: Class 27 contains 6694 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34587 members 
Mstep: Class 31 contains 42476 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2959 members 
Mstep: Class 35 contains 17836 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Mstep: Class 41 contains 202 members 
Entering Unmasked Estep 
Score: -111783632.000000 Penalty: 91479.007812
Splitting cluster 23 changes total score from -111784984.000000 to -111783632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -89780.765625 Penalty: 1078.767334
	Iteration 0F: 2 clusters Score -89780.77 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 396 members 
Entering Unmasked Estep 
Score: -88491.789062 Penalty: 2157.534668
	Iteration 0F: 3 clusters Score -88491.79 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -88682.976562 Penalty: 2157.534668
	Iteration 1F: 3 clusters Score -88682.98 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -88736.125000 Penalty: 2157.534668
	Iteration 2F: 3 clusters Score -88736.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -88765.390625 Penalty: 2157.534668
	Iteration 3Q: 3 clusters Score -88765.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -88780.851562 Penalty: 2157.534668
	Iteration 4Q: 3 clusters Score -88780.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -88794.234375 Penalty: 2157.534668
	Iteration 5Q: 3 clusters Score -88794.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -88802.500000 Penalty: 2157.534668
	Iteration 6Q: 3 clusters Score -88802.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -88808.367188 Penalty: 2157.534668
	Iteration 7Q: 3 clusters Score -88808.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -88812.242188 Penalty: 2157.534668
	Iteration 8Q: 3 clusters Score -88812.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -88814.546875 Penalty: 2157.534668
	Iteration 9Q: 3 clusters Score -88814.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -88815.890625 Penalty: 2157.534668
	Iteration 10Q: 3 clusters Score -88815.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -88816.406250 Penalty: 2157.534668
	Iteration 11Q: 3 clusters Score -88816.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -88818.140625 Penalty: 2157.534668
	Iteration 12Q: 3 clusters Score -88818.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -88820.648438 Penalty: 2157.534668
	Iteration 13Q: 3 clusters Score -88820.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -88826.710938 Penalty: 2157.534668
	Iteration 14Q: 3 clusters Score -88826.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -88830.601562 Penalty: 2157.534668
	Iteration 15Q: 3 clusters Score -88830.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -88834.375000 Penalty: 2157.534668
	Iteration 16Q: 3 clusters Score -88834.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -88836.351562 Penalty: 2157.534668
	Iteration 17Q: 3 clusters Score -88836.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -88838.414062 Penalty: 2157.534668
	Iteration 18Q: 3 clusters Score -88838.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -88849.656250 Penalty: 2157.534668
	Iteration 19Q: 3 clusters Score -88849.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -88856.851562 Penalty: 2157.534668
	Iteration 20F: 3 clusters Score -88856.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -88867.328125 Penalty: 2157.534668
	Iteration 21Q: 3 clusters Score -88867.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -88876.093750 Penalty: 2157.534668
	Iteration 22Q: 3 clusters Score -88876.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -88881.445312 Penalty: 2157.534668
	Iteration 23Q: 3 clusters Score -88881.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -88889.437500 Penalty: 2157.534668
	Iteration 24Q: 3 clusters Score -88889.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -88893.937500 Penalty: 2157.534668
	Iteration 25Q: 3 clusters Score -88893.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -88896.015625 Penalty: 2157.534668
	Iteration 26Q: 3 clusters Score -88896.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -88896.015625 Penalty: 2157.534668
	Iteration 27F: 3 clusters Score -88896.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Entering Unmasked Estep 
Score: -597078.437500 Penalty: 1376.969727
	Iteration 0F: 2 clusters Score -597078.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -593264.625000 Penalty: 2753.939453
	Iteration 0F: 3 clusters Score -593264.6 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -594248.812500 Penalty: 2753.939453
	Iteration 1F: 3 clusters Score -594248.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -594415.062500 Penalty: 2753.939453
	Iteration 2F: 3 clusters Score -594415.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -594533.312500 Penalty: 2753.939453
	Iteration 3F: 3 clusters Score -594533.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -594618.187500 Penalty: 2753.939453
	Iteration 4Q: 3 clusters Score -594618.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -594684.312500 Penalty: 2753.939453
	Iteration 5Q: 3 clusters Score -594684.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -594747.875000 Penalty: 2753.939453
	Iteration 6Q: 3 clusters Score -594747.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -594819.562500 Penalty: 2753.939453
	Iteration 7Q: 3 clusters Score -594819.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -594878.187500 Penalty: 2753.939453
	Iteration 8Q: 3 clusters Score -594878.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -594940.312500 Penalty: 2753.939453
	Iteration 9Q: 3 clusters Score -594940.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -595005.375000 Penalty: 2753.939453
	Iteration 10Q: 3 clusters Score -595005.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -595083.562500 Penalty: 2753.939453
	Iteration 11Q: 3 clusters Score -595083.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -595171.625000 Penalty: 2753.939453
	Iteration 12Q: 3 clusters Score -595171.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -595247.562500 Penalty: 2753.939453
	Iteration 13Q: 3 clusters Score -595247.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -595330.375000 Penalty: 2753.939453
	Iteration 14Q: 3 clusters Score -595330.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -595401.312500 Penalty: 2753.939453
	Iteration 15Q: 3 clusters Score -595401.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -595465.625000 Penalty: 2753.939453
	Iteration 16Q: 3 clusters Score -595465.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -595515.625000 Penalty: 2753.939453
	Iteration 17Q: 3 clusters Score -595515.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -595565.187500 Penalty: 2753.939453
	Iteration 18Q: 3 clusters Score -595565.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -595608.812500 Penalty: 2753.939453
	Iteration 19Q: 3 clusters Score -595608.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -595635.312500 Penalty: 2753.939453
	Iteration 20F: 3 clusters Score -595635.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -595662.625000 Penalty: 2753.939453
	Iteration 21Q: 3 clusters Score -595662.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -595684.187500 Penalty: 2753.939453
	Iteration 22Q: 3 clusters Score -595684.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -595708.187500 Penalty: 2753.939453
	Iteration 23Q: 3 clusters Score -595708.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -595727.437500 Penalty: 2753.939453
	Iteration 24Q: 3 clusters Score -595727.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -595743.625000 Penalty: 2753.939453
	Iteration 25Q: 3 clusters Score -595743.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -595760.062500 Penalty: 2753.939453
	Iteration 26Q: 3 clusters Score -595760.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -595776.312500 Penalty: 2753.939453
	Iteration 27Q: 3 clusters Score -595776.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -595786.937500 Penalty: 2753.939453
	Iteration 28Q: 3 clusters Score -595786.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -595798.562500 Penalty: 2753.939453
	Iteration 29Q: 3 clusters Score -595798.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -595805.562500 Penalty: 2753.939453
	Iteration 30Q: 3 clusters Score -595805.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -595809.750000 Penalty: 2753.939453
	Iteration 31Q: 3 clusters Score -595809.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -595810.750000 Penalty: 2753.939453
	Iteration 32Q: 3 clusters Score -595810.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -595812.937500 Penalty: 2753.939453
	Iteration 33Q: 3 clusters Score -595812.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -595813.187500 Penalty: 2753.939453
	Iteration 34Q: 3 clusters Score -595813.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -595815.437500 Penalty: 2753.939453
	Iteration 35Q: 3 clusters Score -595815.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -595816.625000 Penalty: 2753.939453
	Iteration 36Q: 3 clusters Score -595816.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -595820.062500 Penalty: 2753.939453
	Iteration 37Q: 3 clusters Score -595820.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -595823.687500 Penalty: 2753.939453
	Iteration 38Q: 3 clusters Score -595823.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -595825.750000 Penalty: 2753.939453
	Iteration 39Q: 3 clusters Score -595825.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -595828.062500 Penalty: 2753.939453
	Iteration 40F: 3 clusters Score -595828.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -595832.437500 Penalty: 2753.939453
	Iteration 41Q: 3 clusters Score -595832.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -595834.437500 Penalty: 2753.939453
	Iteration 42Q: 3 clusters Score -595834.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -595835.062500 Penalty: 2753.939453
	Iteration 43Q: 3 clusters Score -595835.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -595836.437500 Penalty: 2753.939453
	Iteration 44Q: 3 clusters Score -595836.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -595838.812500 Penalty: 2753.939453
	Iteration 45Q: 3 clusters Score -595838.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -595840.312500 Penalty: 2753.939453
	Iteration 46Q: 3 clusters Score -595840.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -595841.125000 Penalty: 2753.939453
	Iteration 47Q: 3 clusters Score -595841.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -595842.187500 Penalty: 2753.939453
	Iteration 48Q: 3 clusters Score -595842.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -595842.375000 Penalty: 2753.939453
	Iteration 49Q: 3 clusters Score -595842.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -595843.687500 Penalty: 2753.939453
	Iteration 50Q: 3 clusters Score -595843.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -595845.812500 Penalty: 2753.939453
	Iteration 51Q: 3 clusters Score -595845.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -595845.812500 Penalty: 2753.939453
	Iteration 52F: 3 clusters Score -595845.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Entering Unmasked Estep 
Score: -2307427.500000 Penalty: 1597.296753
	Iteration 0F: 2 clusters Score -2307428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -2294655.000000 Penalty: 3194.593506
	Iteration 0F: 3 clusters Score -2294655 nChanged 8442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2299073.250000 Penalty: 3194.593506
	Iteration 1F: 3 clusters Score -2299073 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2299376.250000 Penalty: 3194.593506
	Iteration 2Q: 3 clusters Score -2299376 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2299695.750000 Penalty: 3194.593506
	Iteration 3Q: 3 clusters Score -2299696 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2300014.750000 Penalty: 3194.593506
	Iteration 4Q: 3 clusters Score -2300015 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2300373.750000 Penalty: 3194.593506
	Iteration 5Q: 3 clusters Score -2300374 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2300820.500000 Penalty: 3194.593506
	Iteration 6Q: 3 clusters Score -2300820 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2301345.500000 Penalty: 3194.593506
	Iteration 7F: 3 clusters Score -2301346 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2301960.000000 Penalty: 3194.593506
	Iteration 8F: 3 clusters Score -2301960 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2302714.500000 Penalty: 3194.593506
	Iteration 9F: 3 clusters Score -2302714 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2303501.000000 Penalty: 3194.593506
	Iteration 10F: 3 clusters Score -2303501 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -2304226.500000 Penalty: 3194.593506
	Iteration 11Q: 3 clusters Score -2304226 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2304812.750000 Penalty: 3194.593506
	Iteration 12Q: 3 clusters Score -2304813 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2305120.500000 Penalty: 3194.593506
	Iteration 13Q: 3 clusters Score -2305120 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2305295.250000 Penalty: 3194.593506
	Iteration 14Q: 3 clusters Score -2305295 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2305412.000000 Penalty: 3194.593506
	Iteration 15Q: 3 clusters Score -2305412 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2305492.250000 Penalty: 3194.593506
	Iteration 16Q: 3 clusters Score -2305492 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -2305569.000000 Penalty: 3194.593506
	Iteration 17Q: 3 clusters Score -2305569 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2305630.750000 Penalty: 3194.593506
	Iteration 18Q: 3 clusters Score -2305631 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -2305689.500000 Penalty: 3194.593506
	Iteration 19Q: 3 clusters Score -2305690 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2305734.000000 Penalty: 3194.593506
	Iteration 20F: 3 clusters Score -2305734 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2305782.000000 Penalty: 3194.593506
	Iteration 21Q: 3 clusters Score -2305782 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2305831.000000 Penalty: 3194.593506
	Iteration 22Q: 3 clusters Score -2305831 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2305875.000000 Penalty: 3194.593506
	Iteration 23Q: 3 clusters Score -2305875 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2305924.500000 Penalty: 3194.593506
	Iteration 24Q: 3 clusters Score -2305924 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2305953.250000 Penalty: 3194.593506
	Iteration 25Q: 3 clusters Score -2305953 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -2305965.750000 Penalty: 3194.593506
	Iteration 26Q: 3 clusters Score -2305966 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2305983.250000 Penalty: 3194.593506
	Iteration 27Q: 3 clusters Score -2305983 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -2305997.000000 Penalty: 3194.593506
	Iteration 28Q: 3 clusters Score -2305997 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2306012.000000 Penalty: 3194.593506
	Iteration 29Q: 3 clusters Score -2306012 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2306024.750000 Penalty: 3194.593506
	Iteration 30Q: 3 clusters Score -2306025 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2306037.000000 Penalty: 3194.593506
	Iteration 31Q: 3 clusters Score -2306037 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2306043.250000 Penalty: 3194.593506
	Iteration 32Q: 3 clusters Score -2306043 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -2306047.750000 Penalty: 3194.593506
	Iteration 33Q: 3 clusters Score -2306048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -2306057.250000 Penalty: 3194.593506
	Iteration 34Q: 3 clusters Score -2306057 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -2306064.750000 Penalty: 3194.593506
	Iteration 35Q: 3 clusters Score -2306065 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2306077.500000 Penalty: 3194.593506
	Iteration 36Q: 3 clusters Score -2306078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -2306086.000000 Penalty: 3194.593506
	Iteration 37Q: 3 clusters Score -2306086 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -2306100.500000 Penalty: 3194.593506
	Iteration 38Q: 3 clusters Score -2306100 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2306107.000000 Penalty: 3194.593506
	Iteration 39Q: 3 clusters Score -2306107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -2306111.500000 Penalty: 3194.593506
	Iteration 40F: 3 clusters Score -2306112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2306116.000000 Penalty: 3194.593506
	Iteration 41Q: 3 clusters Score -2306116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2306119.250000 Penalty: 3194.593506
	Iteration 42Q: 3 clusters Score -2306119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -2306132.000000 Penalty: 3194.593506
	Iteration 43Q: 3 clusters Score -2306132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -2306142.250000 Penalty: 3194.593506
	Iteration 44Q: 3 clusters Score -2306142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2306148.500000 Penalty: 3194.593506
	Iteration 45Q: 3 clusters Score -2306148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2306158.750000 Penalty: 3194.593506
	Iteration 46Q: 3 clusters Score -2306159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2306163.500000 Penalty: 3194.593506
	Iteration 47Q: 3 clusters Score -2306164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2306165.250000 Penalty: 3194.593506
	Iteration 48Q: 3 clusters Score -2306165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2306166.000000 Penalty: 3194.593506
	Iteration 49Q: 3 clusters Score -2306166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2306170.500000 Penalty: 3194.593506
	Iteration 50Q: 3 clusters Score -2306170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2306174.000000 Penalty: 3194.593506
	Iteration 51Q: 3 clusters Score -2306174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -2306175.500000 Penalty: 3194.593506
	Iteration 52Q: 3 clusters Score -2306176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2306175.750000 Penalty: 3194.593506
	Iteration 53Q: 3 clusters Score -2306176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2306177.000000 Penalty: 3194.593506
	Iteration 54Q: 3 clusters Score -2306177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2306175.750000 Penalty: 3194.593506
	Iteration 55Q: 3 clusters Score -2306176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2306175.750000 Penalty: 3194.593506
	Iteration 56Q: 3 clusters Score -2306176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2306180.750000 Penalty: 3194.593506
	Iteration 57Q: 3 clusters Score -2306181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2306184.500000 Penalty: 3194.593506
	Iteration 58Q: 3 clusters Score -2306184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2306184.500000 Penalty: 3194.593506
	Iteration 59Q: 3 clusters Score -2306184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2306188.750000 Penalty: 3194.593506
	Iteration 60F: 3 clusters Score -2306189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -2306189.500000 Penalty: 3194.593506
	Iteration 61Q: 3 clusters Score -2306190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2306191.500000 Penalty: 3194.593506
	Iteration 62Q: 3 clusters Score -2306192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2306195.000000 Penalty: 3194.593506
	Iteration 63Q: 3 clusters Score -2306195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -2306195.750000 Penalty: 3194.593506
	Iteration 64Q: 3 clusters Score -2306196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2306193.250000 Penalty: 3194.593506
	Iteration 65Q: 3 clusters Score -2306193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2306193.250000 Penalty: 3194.593506
	Iteration 66F: 3 clusters Score -2306193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Entering Unmasked Estep 
Score: -789360.812500 Penalty: 1431.457031
	Iteration 0F: 2 clusters Score -789360.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -784362.687500 Penalty: 2862.914062
	Iteration 0F: 3 clusters Score -784362.7 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -785910.937500 Penalty: 2862.914062
	Iteration 1F: 3 clusters Score -785910.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -786230.625000 Penalty: 2862.914062
	Iteration 2F: 3 clusters Score -786230.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -786531.562500 Penalty: 2862.914062
	Iteration 3F: 3 clusters Score -786531.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -786856.187500 Penalty: 2862.914062
	Iteration 4F: 3 clusters Score -786856.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -787168.812500 Penalty: 2862.914062
	Iteration 5F: 3 clusters Score -787168.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -787442.125000 Penalty: 2862.914062
	Iteration 6F: 3 clusters Score -787442.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -787698.312500 Penalty: 2862.914062
	Iteration 7Q: 3 clusters Score -787698.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -787964.625000 Penalty: 2862.914062
	Iteration 8Q: 3 clusters Score -787964.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -788220.875000 Penalty: 2862.914062
	Iteration 9Q: 3 clusters Score -788220.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -788445.500000 Penalty: 2862.914062
	Iteration 10Q: 3 clusters Score -788445.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -788666.750000 Penalty: 2862.914062
	Iteration 11Q: 3 clusters Score -788666.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -788889.250000 Penalty: 2862.914062
	Iteration 12Q: 3 clusters Score -788889.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -789103.250000 Penalty: 2862.914062
	Iteration 13Q: 3 clusters Score -789103.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -789271.125000 Penalty: 2862.914062
	Iteration 14Q: 3 clusters Score -789271.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -789390.750000 Penalty: 2862.914062
	Iteration 15Q: 3 clusters Score -789390.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -789450.437500 Penalty: 2862.914062
	Iteration 16Q: 3 clusters Score -789450.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -789481.500000 Penalty: 2862.914062
	Iteration 17Q: 3 clusters Score -789481.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -789490.312500 Penalty: 2862.914062
	Iteration 18Q: 3 clusters Score -789490.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -789495.812500 Penalty: 2862.914062
	Iteration 19Q: 3 clusters Score -789495.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -789497.875000 Penalty: 2862.914062
	Iteration 20F: 3 clusters Score -789497.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -789498.312500 Penalty: 2862.914062
	Iteration 21Q: 3 clusters Score -789498.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -789499.312500 Penalty: 2862.914062
	Iteration 22Q: 3 clusters Score -789499.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -789499.250000 Penalty: 2862.914062
	Iteration 23Q: 3 clusters Score -789499.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -789500.875000 Penalty: 2862.914062
	Iteration 24Q: 3 clusters Score -789500.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -789500.250000 Penalty: 2862.914062
	Iteration 25Q: 3 clusters Score -789500.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -789500.937500 Penalty: 2862.914062
	Iteration 26Q: 3 clusters Score -789500.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -789501.500000 Penalty: 2862.914062
	Iteration 27Q: 3 clusters Score -789501.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -789501.500000 Penalty: 2862.914062
	Iteration 28F: 3 clusters Score -789501.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105068 members 
Mstep: Class 2 contains 11471 members 
Mstep: Class 3 contains 7020 members 
Mstep: Class 4 contains 123311 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5309 members 
Mstep: Class 8 contains 9695 members 
Mstep: Class 9 contains 74701 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 105096 members 
Mstep: Class 12 contains 99379 members 
Mstep: Class 13 contains 96794 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 16 contains 69758 members 
Mstep: Class 17 contains 25057 members 
Mstep: Class 18 contains 14291 members 
Mstep: Class 19 contains 3031 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8334 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4787 members 
Mstep: Class 26 contains 18574 members 
Mstep: Class 27 contains 5742 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34587 members 
Mstep: Class 31 contains 42476 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2959 members 
Mstep: Class 35 contains 17836 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Mstep: Class 41 contains 952 members 
Entering Unmasked Estep 
Score: -111784128.000000 Penalty: 91479.007812
Splitting cluster 27 changes total score from -111784984.000000 to -111784128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -30122.925781 Penalty: 958.287476
	Iteration 0F: 2 clusters Score -30122.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29294.916016 Penalty: 1916.574951
	Iteration 0F: 3 clusters Score -29294.92 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29560.021484 Penalty: 1916.574951
	Iteration 1F: 3 clusters Score -29560.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29661.609375 Penalty: 1916.574951
	Iteration 2F: 3 clusters Score -29661.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29736.707031 Penalty: 1916.574951
	Iteration 3F: 3 clusters Score -29736.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -29787.855469 Penalty: 1916.574951
	Iteration 4Q: 3 clusters Score -29787.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29825.238281 Penalty: 1916.574951
	Iteration 5Q: 3 clusters Score -29825.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29879.642578 Penalty: 1916.574951
	Iteration 6Q: 3 clusters Score -29879.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29908.847656 Penalty: 1916.574951
	Iteration 7Q: 3 clusters Score -29908.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29911.439453 Penalty: 1916.574951
	Iteration 8Q: 3 clusters Score -29911.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29915.765625 Penalty: 1916.574951
	Iteration 9Q: 3 clusters Score -29915.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29932.328125 Penalty: 1916.574951
	Iteration 10Q: 3 clusters Score -29932.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29937.218750 Penalty: 1916.574951
	Iteration 11Q: 3 clusters Score -29937.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29942.433594 Penalty: 1916.574951
	Iteration 12Q: 3 clusters Score -29942.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29942.433594 Penalty: 1916.574951
	Iteration 13F: 3 clusters Score -29942.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Entering Unmasked Estep 
Score: -1179755.000000 Penalty: 1487.607910
	Iteration 0F: 2 clusters Score -1179755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1172914.625000 Penalty: 2975.215820
	Iteration 0F: 3 clusters Score -1172915 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1175297.000000 Penalty: 2975.215820
	Iteration 1F: 3 clusters Score -1175297 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1175751.000000 Penalty: 2975.215820
	Iteration 2F: 3 clusters Score -1175751 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1176164.875000 Penalty: 2975.215820
	Iteration 3F: 3 clusters Score -1176165 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1176516.125000 Penalty: 2975.215820
	Iteration 4F: 3 clusters Score -1176516 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1176823.125000 Penalty: 2975.215820
	Iteration 5F: 3 clusters Score -1176823 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1177103.250000 Penalty: 2975.215820
	Iteration 6Q: 3 clusters Score -1177103 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1177363.125000 Penalty: 2975.215820
	Iteration 7Q: 3 clusters Score -1177363 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1177558.750000 Penalty: 2975.215820
	Iteration 8Q: 3 clusters Score -1177559 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1177743.250000 Penalty: 2975.215820
	Iteration 9Q: 3 clusters Score -1177743 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1177914.250000 Penalty: 2975.215820
	Iteration 10Q: 3 clusters Score -1177914 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1178065.000000 Penalty: 2975.215820
	Iteration 11Q: 3 clusters Score -1178065 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1178200.125000 Penalty: 2975.215820
	Iteration 12Q: 3 clusters Score -1178200 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1178311.250000 Penalty: 2975.215820
	Iteration 13Q: 3 clusters Score -1178311 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1178393.750000 Penalty: 2975.215820
	Iteration 14Q: 3 clusters Score -1178394 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1178464.500000 Penalty: 2975.215820
	Iteration 15Q: 3 clusters Score -1178464 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1178516.875000 Penalty: 2975.215820
	Iteration 16Q: 3 clusters Score -1178517 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1178556.000000 Penalty: 2975.215820
	Iteration 17Q: 3 clusters Score -1178556 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1178588.375000 Penalty: 2975.215820
	Iteration 18Q: 3 clusters Score -1178588 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1178613.625000 Penalty: 2975.215820
	Iteration 19Q: 3 clusters Score -1178614 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1178634.750000 Penalty: 2975.215820
	Iteration 20F: 3 clusters Score -1178635 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1178655.375000 Penalty: 2975.215820
	Iteration 21Q: 3 clusters Score -1178655 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1178663.500000 Penalty: 2975.215820
	Iteration 22Q: 3 clusters Score -1178664 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1178670.875000 Penalty: 2975.215820
	Iteration 23Q: 3 clusters Score -1178671 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1178677.000000 Penalty: 2975.215820
	Iteration 24Q: 3 clusters Score -1178677 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1178683.000000 Penalty: 2975.215820
	Iteration 25Q: 3 clusters Score -1178683 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1178692.250000 Penalty: 2975.215820
	Iteration 26Q: 3 clusters Score -1178692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1178693.375000 Penalty: 2975.215820
	Iteration 27Q: 3 clusters Score -1178693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1178696.875000 Penalty: 2975.215820
	Iteration 28Q: 3 clusters Score -1178697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1178697.875000 Penalty: 2975.215820
	Iteration 29Q: 3 clusters Score -1178698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1178701.000000 Penalty: 2975.215820
	Iteration 30Q: 3 clusters Score -1178701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1178700.000000 Penalty: 2975.215820
	Iteration 31Q: 3 clusters Score -1178700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1178704.375000 Penalty: 2975.215820
	Iteration 32Q: 3 clusters Score -1178704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1178703.875000 Penalty: 2975.215820
	Iteration 33Q: 3 clusters Score -1178704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1178703.875000 Penalty: 2975.215820
	Iteration 34Q: 3 clusters Score -1178704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1178704.250000 Penalty: 2975.215820
	Iteration 35Q: 3 clusters Score -1178704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1178703.875000 Penalty: 2975.215820
	Iteration 36Q: 3 clusters Score -1178704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1178705.750000 Penalty: 2975.215820
	Iteration 37Q: 3 clusters Score -1178706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1178705.125000 Penalty: 2975.215820
	Iteration 38Q: 3 clusters Score -1178705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1178704.625000 Penalty: 2975.215820
	Iteration 39Q: 3 clusters Score -1178705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1178702.500000 Penalty: 2975.215820
	Iteration 40F: 3 clusters Score -1178702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1178704.000000 Penalty: 2975.215820
	Iteration 41Q: 3 clusters Score -1178704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1178705.375000 Penalty: 2975.215820
	Iteration 42Q: 3 clusters Score -1178705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1178705.500000 Penalty: 2975.215820
	Iteration 43Q: 3 clusters Score -1178706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1178705.750000 Penalty: 2975.215820
	Iteration 44Q: 3 clusters Score -1178706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1178705.625000 Penalty: 2975.215820
	Iteration 45Q: 3 clusters Score -1178706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1178706.750000 Penalty: 2975.215820
	Iteration 46Q: 3 clusters Score -1178707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1178707.750000 Penalty: 2975.215820
	Iteration 47Q: 3 clusters Score -1178708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1178708.125000 Penalty: 2975.215820
	Iteration 48Q: 3 clusters Score -1178708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1178710.125000 Penalty: 2975.215820
	Iteration 49Q: 3 clusters Score -1178710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1178709.750000 Penalty: 2975.215820
	Iteration 50Q: 3 clusters Score -1178710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1178708.625000 Penalty: 2975.215820
	Iteration 51Q: 3 clusters Score -1178709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1178707.750000 Penalty: 2975.215820
	Iteration 52Q: 3 clusters Score -1178708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1178707.750000 Penalty: 2975.215820
	Iteration 53F: 3 clusters Score -1178708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (34587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Entering Unmasked Estep 
Score: -4255419.000000 Penalty: 1698.325317
	Iteration 0F: 2 clusters Score -4255419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -4232257.500000 Penalty: 3396.650635
	Iteration 0F: 3 clusters Score -4232258 nChanged 16013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -4241182.000000 Penalty: 3396.650635
	Iteration 1F: 3 clusters Score -4241182 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -4241637.500000 Penalty: 3396.650635
	Iteration 2Q: 3 clusters Score -4241638 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -4242092.500000 Penalty: 3396.650635
	Iteration 3Q: 3 clusters Score -4242092 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -4242627.500000 Penalty: 3396.650635
	Iteration 4Q: 3 clusters Score -4242628 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -4243283.500000 Penalty: 3396.650635
	Iteration 5Q: 3 clusters Score -4243284 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -4244103.500000 Penalty: 3396.650635
	Iteration 6Q: 3 clusters Score -4244104 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -4245196.500000 Penalty: 3396.650635
	Iteration 7F: 3 clusters Score -4245196 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -4246419.500000 Penalty: 3396.650635
	Iteration 8F: 3 clusters Score -4246420 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -4247670.500000 Penalty: 3396.650635
	Iteration 9F: 3 clusters Score -4247670 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -4248785.500000 Penalty: 3396.650635
	Iteration 10Q: 3 clusters Score -4248786 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -4249607.500000 Penalty: 3396.650635
	Iteration 11Q: 3 clusters Score -4249608 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -4250179.500000 Penalty: 3396.650635
	Iteration 12Q: 3 clusters Score -4250180 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -4250598.000000 Penalty: 3396.650635
	Iteration 13Q: 3 clusters Score -4250598 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -4250917.000000 Penalty: 3396.650635
	Iteration 14Q: 3 clusters Score -4250917 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -4251276.000000 Penalty: 3396.650635
	Iteration 15Q: 3 clusters Score -4251276 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -4251594.000000 Penalty: 3396.650635
	Iteration 16Q: 3 clusters Score -4251594 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -4251906.000000 Penalty: 3396.650635
	Iteration 17Q: 3 clusters Score -4251906 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -4252146.000000 Penalty: 3396.650635
	Iteration 18Q: 3 clusters Score -4252146 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -4252380.500000 Penalty: 3396.650635
	Iteration 19Q: 3 clusters Score -4252380 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -4252646.000000 Penalty: 3396.650635
	Iteration 20F: 3 clusters Score -4252646 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -4252875.000000 Penalty: 3396.650635
	Iteration 21Q: 3 clusters Score -4252875 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4253034.500000 Penalty: 3396.650635
	Iteration 22Q: 3 clusters Score -4253034 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4253177.500000 Penalty: 3396.650635
	Iteration 23Q: 3 clusters Score -4253178 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4253296.500000 Penalty: 3396.650635
	Iteration 24Q: 3 clusters Score -4253296 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4253420.500000 Penalty: 3396.650635
	Iteration 25Q: 3 clusters Score -4253420 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4253512.000000 Penalty: 3396.650635
	Iteration 26Q: 3 clusters Score -4253512 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4253604.500000 Penalty: 3396.650635
	Iteration 27Q: 3 clusters Score -4253604 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4253685.000000 Penalty: 3396.650635
	Iteration 28Q: 3 clusters Score -4253685 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4253741.000000 Penalty: 3396.650635
	Iteration 29Q: 3 clusters Score -4253741 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4253769.000000 Penalty: 3396.650635
	Iteration 30Q: 3 clusters Score -4253769 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4253805.000000 Penalty: 3396.650635
	Iteration 31Q: 3 clusters Score -4253805 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4253837.000000 Penalty: 3396.650635
	Iteration 32Q: 3 clusters Score -4253837 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4253863.500000 Penalty: 3396.650635
	Iteration 33Q: 3 clusters Score -4253864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4253870.500000 Penalty: 3396.650635
	Iteration 34Q: 3 clusters Score -4253870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4253882.500000 Penalty: 3396.650635
	Iteration 35Q: 3 clusters Score -4253882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4253888.000000 Penalty: 3396.650635
	Iteration 36Q: 3 clusters Score -4253888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4253899.000000 Penalty: 3396.650635
	Iteration 37Q: 3 clusters Score -4253899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4253914.500000 Penalty: 3396.650635
	Iteration 38Q: 3 clusters Score -4253914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4253922.500000 Penalty: 3396.650635
	Iteration 39Q: 3 clusters Score -4253922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4253926.000000 Penalty: 3396.650635
	Iteration 40F: 3 clusters Score -4253926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4253926.500000 Penalty: 3396.650635
	Iteration 41Q: 3 clusters Score -4253926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4253926.000000 Penalty: 3396.650635
	Iteration 42Q: 3 clusters Score -4253926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4253930.500000 Penalty: 3396.650635
	Iteration 43Q: 3 clusters Score -4253930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4253935.000000 Penalty: 3396.650635
	Iteration 44Q: 3 clusters Score -4253935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4253933.500000 Penalty: 3396.650635
	Iteration 45Q: 3 clusters Score -4253934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4253934.000000 Penalty: 3396.650635
	Iteration 46Q: 3 clusters Score -4253934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4253934.000000 Penalty: 3396.650635
	Iteration 47F: 3 clusters Score -4253934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (42476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Entering Unmasked Estep 
Score: -5148146.000000 Penalty: 1731.712891
	Iteration 0F: 2 clusters Score -5148146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -5119609.000000 Penalty: 3463.425781
	Iteration 0F: 3 clusters Score -5119609 nChanged 19906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -5130942.000000 Penalty: 3463.425781
	Iteration 1F: 3 clusters Score -5130942 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -5131391.000000 Penalty: 3463.425781
	Iteration 2Q: 3 clusters Score -5131391 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -5131819.500000 Penalty: 3463.425781
	Iteration 3Q: 3 clusters Score -5131820 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -5132392.500000 Penalty: 3463.425781
	Iteration 4Q: 3 clusters Score -5132392 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -5133207.500000 Penalty: 3463.425781
	Iteration 5Q: 3 clusters Score -5133208 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -5134472.000000 Penalty: 3463.425781
	Iteration 6F: 3 clusters Score -5134472 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -5136281.500000 Penalty: 3463.425781
	Iteration 7F: 3 clusters Score -5136282 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -5138559.000000 Penalty: 3463.425781
	Iteration 8F: 3 clusters Score -5138559 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -5141048.500000 Penalty: 3463.425781
	Iteration 9F: 3 clusters Score -5141048 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -5143143.500000 Penalty: 3463.425781
	Iteration 10F: 3 clusters Score -5143144 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -5144712.000000 Penalty: 3463.425781
	Iteration 11Q: 3 clusters Score -5144712 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -5145590.500000 Penalty: 3463.425781
	Iteration 12Q: 3 clusters Score -5145590 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -5146032.500000 Penalty: 3463.425781
	Iteration 13Q: 3 clusters Score -5146032 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41733 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5146297.000000 Penalty: 3463.425781
	Iteration 14Q: 3 clusters Score -5146297 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5146467.000000 Penalty: 3463.425781
	Iteration 15Q: 3 clusters Score -5146467 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5146549.000000 Penalty: 3463.425781
	Iteration 16Q: 3 clusters Score -5146549 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5146583.000000 Penalty: 3463.425781
	Iteration 17Q: 3 clusters Score -5146583 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5146594.500000 Penalty: 3463.425781
	Iteration 18Q: 3 clusters Score -5146594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5146611.500000 Penalty: 3463.425781
	Iteration 19Q: 3 clusters Score -5146612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5146623.000000 Penalty: 3463.425781
	Iteration 20F: 3 clusters Score -5146623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5146628.000000 Penalty: 3463.425781
	Iteration 21Q: 3 clusters Score -5146628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5146637.000000 Penalty: 3463.425781
	Iteration 22Q: 3 clusters Score -5146637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5146637.000000 Penalty: 3463.425781
	Iteration 23Q: 3 clusters Score -5146637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5146636.000000 Penalty: 3463.425781
	Iteration 24Q: 3 clusters Score -5146636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5146640.500000 Penalty: 3463.425781
	Iteration 25Q: 3 clusters Score -5146640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5146642.500000 Penalty: 3463.425781
	Iteration 26Q: 3 clusters Score -5146642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5146643.500000 Penalty: 3463.425781
	Iteration 27Q: 3 clusters Score -5146644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5146641.500000 Penalty: 3463.425781
	Iteration 28Q: 3 clusters Score -5146642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5146640.000000 Penalty: 3463.425781
	Iteration 29Q: 3 clusters Score -5146640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5146640.000000 Penalty: 3463.425781
	Iteration 30F: 3 clusters Score -5146640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -214504.343750 Penalty: 1229.188721
	Iteration 0F: 2 clusters Score -214504.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -212457.406250 Penalty: 2458.377441
	Iteration 0F: 3 clusters Score -212457.4 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -212919.718750 Penalty: 2458.377441
	Iteration 1F: 3 clusters Score -212919.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -213083.062500 Penalty: 2458.377441
	Iteration 2F: 3 clusters Score -213083.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -213207.984375 Penalty: 2458.377441
	Iteration 3F: 3 clusters Score -213208 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -213286.765625 Penalty: 2458.377441
	Iteration 4Q: 3 clusters Score -213286.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -213346.328125 Penalty: 2458.377441
	Iteration 5Q: 3 clusters Score -213346.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -213390.265625 Penalty: 2458.377441
	Iteration 6Q: 3 clusters Score -213390.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -213422.640625 Penalty: 2458.377441
	Iteration 7Q: 3 clusters Score -213422.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -213458.515625 Penalty: 2458.377441
	Iteration 8Q: 3 clusters Score -213458.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -213503.359375 Penalty: 2458.377441
	Iteration 9Q: 3 clusters Score -213503.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -213536.906250 Penalty: 2458.377441
	Iteration 10Q: 3 clusters Score -213536.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -213561.156250 Penalty: 2458.377441
	Iteration 11Q: 3 clusters Score -213561.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -213573.531250 Penalty: 2458.377441
	Iteration 12Q: 3 clusters Score -213573.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -213588.859375 Penalty: 2458.377441
	Iteration 13Q: 3 clusters Score -213588.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -213598.578125 Penalty: 2458.377441
	Iteration 14Q: 3 clusters Score -213598.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -213604.687500 Penalty: 2458.377441
	Iteration 15Q: 3 clusters Score -213604.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -213605.421875 Penalty: 2458.377441
	Iteration 16Q: 3 clusters Score -213605.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -213607.218750 Penalty: 2458.377441
	Iteration 17Q: 3 clusters Score -213607.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -213607.218750 Penalty: 2458.377441
	Iteration 18F: 3 clusters Score -213607.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -15498.875000 Penalty: 906.091736
	Iteration 0F: 2 clusters Score -15498.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14732.717773 Penalty: 1812.183472
	Iteration 0F: 3 clusters Score -14732.72 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15133.361328 Penalty: 1812.183472
	Iteration 1F: 3 clusters Score -15133.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15252.525391 Penalty: 1812.183472
	Iteration 2F: 3 clusters Score -15252.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15277.306641 Penalty: 1812.183472
	Iteration 3Q: 3 clusters Score -15277.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15286.918945 Penalty: 1812.183472
	Iteration 4Q: 3 clusters Score -15286.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15293.774414 Penalty: 1812.183472
	Iteration 5Q: 3 clusters Score -15293.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15300.330078 Penalty: 1812.183472
	Iteration 6Q: 3 clusters Score -15300.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15304.637695 Penalty: 1812.183472
	Iteration 7Q: 3 clusters Score -15304.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15304.637695 Penalty: 1812.183472
	Iteration 8F: 3 clusters Score -15304.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Entering Unmasked Estep 
Score: -364755.718750 Penalty: 1298.798584
	Iteration 0F: 2 clusters Score -364755.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -362014.250000 Penalty: 2597.597168
	Iteration 0F: 3 clusters Score -362014.2 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -362694.062500 Penalty: 2597.597168
	Iteration 1F: 3 clusters Score -362694.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -362876.468750 Penalty: 2597.597168
	Iteration 2F: 3 clusters Score -362876.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -363170.093750 Penalty: 2597.597168
	Iteration 3F: 3 clusters Score -363170.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -363548.500000 Penalty: 2597.597168
	Iteration 4F: 3 clusters Score -363548.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -363941.156250 Penalty: 2597.597168
	Iteration 5F: 3 clusters Score -363941.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -364370.000000 Penalty: 2597.597168
	Iteration 6F: 3 clusters Score -364370 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -364740.625000 Penalty: 2597.597168
	Iteration 7F: 3 clusters Score -364740.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -364954.406250 Penalty: 2597.597168
	Iteration 8Q: 3 clusters Score -364954.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -365084.656250 Penalty: 2597.597168
	Iteration 9Q: 3 clusters Score -365084.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -365166.656250 Penalty: 2597.597168
	Iteration 10Q: 3 clusters Score -365166.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -365240.406250 Penalty: 2597.597168
	Iteration 11Q: 3 clusters Score -365240.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -365282.562500 Penalty: 2597.597168
	Iteration 12Q: 3 clusters Score -365282.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -365300.718750 Penalty: 2597.597168
	Iteration 13Q: 3 clusters Score -365300.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -365307.468750 Penalty: 2597.597168
	Iteration 14Q: 3 clusters Score -365307.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -365312.093750 Penalty: 2597.597168
	Iteration 15Q: 3 clusters Score -365312.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -365314.687500 Penalty: 2597.597168
	Iteration 16Q: 3 clusters Score -365314.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -365314.843750 Penalty: 2597.597168
	Iteration 17Q: 3 clusters Score -365314.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -365314.843750 Penalty: 2597.597168
	Iteration 18F: 3 clusters Score -365314.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105068 members 
Mstep: Class 2 contains 11471 members 
Mstep: Class 3 contains 7020 members 
Mstep: Class 4 contains 123311 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5309 members 
Mstep: Class 8 contains 9695 members 
Mstep: Class 9 contains 74701 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 105096 members 
Mstep: Class 12 contains 99379 members 
Mstep: Class 13 contains 96794 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 16 contains 69758 members 
Mstep: Class 17 contains 25057 members 
Mstep: Class 18 contains 14291 members 
Mstep: Class 19 contains 3031 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8334 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4787 members 
Mstep: Class 26 contains 18574 members 
Mstep: Class 27 contains 6694 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34587 members 
Mstep: Class 31 contains 42476 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 532 members 
Mstep: Class 35 contains 17836 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Mstep: Class 41 contains 2427 members 
Entering Unmasked Estep 
Score: -111784536.000000 Penalty: 91479.007812
Splitting cluster 34 changes total score from -111784984.000000 to -111784536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (17836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Entering Unmasked Estep 
Score: -2214011.750000 Penalty: 1590.708252
	Iteration 0F: 2 clusters Score -2214012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2201740.000000 Penalty: 3181.416504
	Iteration 0F: 3 clusters Score -2201740 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2206280.000000 Penalty: 3181.416504
	Iteration 1F: 3 clusters Score -2206280 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2206997.250000 Penalty: 3181.416504
	Iteration 2F: 3 clusters Score -2206997 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2208058.500000 Penalty: 3181.416504
	Iteration 3F: 3 clusters Score -2208058 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2209194.000000 Penalty: 3181.416504
	Iteration 4F: 3 clusters Score -2209194 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2210220.250000 Penalty: 3181.416504
	Iteration 5F: 3 clusters Score -2210220 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2210978.500000 Penalty: 3181.416504
	Iteration 6F: 3 clusters Score -2210978 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2211476.750000 Penalty: 3181.416504
	Iteration 7Q: 3 clusters Score -2211477 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -2211798.500000 Penalty: 3181.416504
	Iteration 8Q: 3 clusters Score -2211798 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2212030.500000 Penalty: 3181.416504
	Iteration 9Q: 3 clusters Score -2212030 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2212206.000000 Penalty: 3181.416504
	Iteration 10Q: 3 clusters Score -2212206 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2212356.250000 Penalty: 3181.416504
	Iteration 11Q: 3 clusters Score -2212356 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2212435.250000 Penalty: 3181.416504
	Iteration 12Q: 3 clusters Score -2212435 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2212494.500000 Penalty: 3181.416504
	Iteration 13Q: 3 clusters Score -2212494 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -2212539.750000 Penalty: 3181.416504
	Iteration 14Q: 3 clusters Score -2212540 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2212575.250000 Penalty: 3181.416504
	Iteration 15Q: 3 clusters Score -2212575 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -2212611.500000 Penalty: 3181.416504
	Iteration 16Q: 3 clusters Score -2212612 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2212640.500000 Penalty: 3181.416504
	Iteration 17Q: 3 clusters Score -2212640 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2212657.000000 Penalty: 3181.416504
	Iteration 18Q: 3 clusters Score -2212657 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2212686.750000 Penalty: 3181.416504
	Iteration 19Q: 3 clusters Score -2212687 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2212719.500000 Penalty: 3181.416504
	Iteration 20F: 3 clusters Score -2212720 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2212741.000000 Penalty: 3181.416504
	Iteration 21Q: 3 clusters Score -2212741 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2212752.500000 Penalty: 3181.416504
	Iteration 22Q: 3 clusters Score -2212752 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2212775.250000 Penalty: 3181.416504
	Iteration 23Q: 3 clusters Score -2212775 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2212794.500000 Penalty: 3181.416504
	Iteration 24Q: 3 clusters Score -2212794 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2212817.750000 Penalty: 3181.416504
	Iteration 25Q: 3 clusters Score -2212818 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2212849.750000 Penalty: 3181.416504
	Iteration 26Q: 3 clusters Score -2212850 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2212882.250000 Penalty: 3181.416504
	Iteration 27Q: 3 clusters Score -2212882 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2212916.500000 Penalty: 3181.416504
	Iteration 28Q: 3 clusters Score -2212916 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2212940.500000 Penalty: 3181.416504
	Iteration 29Q: 3 clusters Score -2212940 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2212955.750000 Penalty: 3181.416504
	Iteration 30Q: 3 clusters Score -2212956 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2212978.250000 Penalty: 3181.416504
	Iteration 31Q: 3 clusters Score -2212978 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2212990.250000 Penalty: 3181.416504
	Iteration 32Q: 3 clusters Score -2212990 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2213009.250000 Penalty: 3181.416504
	Iteration 33Q: 3 clusters Score -2213009 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2213035.000000 Penalty: 3181.416504
	Iteration 34Q: 3 clusters Score -2213035 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2213062.250000 Penalty: 3181.416504
	Iteration 35Q: 3 clusters Score -2213062 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2213096.250000 Penalty: 3181.416504
	Iteration 36Q: 3 clusters Score -2213096 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2213117.000000 Penalty: 3181.416504
	Iteration 37Q: 3 clusters Score -2213117 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2213132.000000 Penalty: 3181.416504
	Iteration 38Q: 3 clusters Score -2213132 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2213155.000000 Penalty: 3181.416504
	Iteration 39Q: 3 clusters Score -2213155 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2213185.250000 Penalty: 3181.416504
	Iteration 40F: 3 clusters Score -2213185 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2213191.500000 Penalty: 3181.416504
	Iteration 41Q: 3 clusters Score -2213192 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2213197.000000 Penalty: 3181.416504
	Iteration 42Q: 3 clusters Score -2213197 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2213205.750000 Penalty: 3181.416504
	Iteration 43Q: 3 clusters Score -2213206 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2213212.500000 Penalty: 3181.416504
	Iteration 44Q: 3 clusters Score -2213212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2213216.250000 Penalty: 3181.416504
	Iteration 45Q: 3 clusters Score -2213216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2213217.500000 Penalty: 3181.416504
	Iteration 46Q: 3 clusters Score -2213218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2213222.000000 Penalty: 3181.416504
	Iteration 47Q: 3 clusters Score -2213222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2213224.500000 Penalty: 3181.416504
	Iteration 48Q: 3 clusters Score -2213224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2213234.250000 Penalty: 3181.416504
	Iteration 49Q: 3 clusters Score -2213234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2213239.000000 Penalty: 3181.416504
	Iteration 50Q: 3 clusters Score -2213239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2213238.250000 Penalty: 3181.416504
	Iteration 51Q: 3 clusters Score -2213238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2213244.500000 Penalty: 3181.416504
	Iteration 52Q: 3 clusters Score -2213244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2213245.750000 Penalty: 3181.416504
	Iteration 53Q: 3 clusters Score -2213246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2213255.250000 Penalty: 3181.416504
	Iteration 54Q: 3 clusters Score -2213255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2213255.000000 Penalty: 3181.416504
	Iteration 55Q: 3 clusters Score -2213255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2213260.000000 Penalty: 3181.416504
	Iteration 56Q: 3 clusters Score -2213260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2213270.750000 Penalty: 3181.416504
	Iteration 57Q: 3 clusters Score -2213271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2213268.250000 Penalty: 3181.416504
	Iteration 58Q: 3 clusters Score -2213268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2213276.000000 Penalty: 3181.416504
	Iteration 59Q: 3 clusters Score -2213276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2213280.250000 Penalty: 3181.416504
	Iteration 60F: 3 clusters Score -2213280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2213282.500000 Penalty: 3181.416504
	Iteration 61Q: 3 clusters Score -2213282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2213284.500000 Penalty: 3181.416504
	Iteration 62Q: 3 clusters Score -2213284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2213287.000000 Penalty: 3181.416504
	Iteration 63Q: 3 clusters Score -2213287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2213287.250000 Penalty: 3181.416504
	Iteration 64Q: 3 clusters Score -2213287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2213294.250000 Penalty: 3181.416504
	Iteration 65Q: 3 clusters Score -2213294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2213295.250000 Penalty: 3181.416504
	Iteration 66Q: 3 clusters Score -2213295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2213294.500000 Penalty: 3181.416504
	Iteration 67Q: 3 clusters Score -2213294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2213296.000000 Penalty: 3181.416504
	Iteration 68Q: 3 clusters Score -2213296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2213296.500000 Penalty: 3181.416504
	Iteration 69Q: 3 clusters Score -2213296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2213293.500000 Penalty: 3181.416504
	Iteration 70Q: 3 clusters Score -2213294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2213294.250000 Penalty: 3181.416504
	Iteration 71Q: 3 clusters Score -2213294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2213294.250000 Penalty: 3181.416504
	Iteration 72F: 3 clusters Score -2213294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Entering Unmasked Estep 
Score: -812403.625000 Penalty: 1426.202393
	Iteration 0F: 2 clusters Score -812403.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -807519.687500 Penalty: 2852.404785
	Iteration 0F: 3 clusters Score -807519.7 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -808929.375000 Penalty: 2852.404785
	Iteration 1F: 3 clusters Score -808929.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -809141.312500 Penalty: 2852.404785
	Iteration 2F: 3 clusters Score -809141.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -809282.375000 Penalty: 2852.404785
	Iteration 3F: 3 clusters Score -809282.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -809416.812500 Penalty: 2852.404785
	Iteration 4Q: 3 clusters Score -809416.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -809557.125000 Penalty: 2852.404785
	Iteration 5Q: 3 clusters Score -809557.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -809727.875000 Penalty: 2852.404785
	Iteration 6Q: 3 clusters Score -809727.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -809956.875000 Penalty: 2852.404785
	Iteration 7Q: 3 clusters Score -809956.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -810222.687500 Penalty: 2852.404785
	Iteration 8F: 3 clusters Score -810222.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -810422.000000 Penalty: 2852.404785
	Iteration 9Q: 3 clusters Score -810422 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -810553.375000 Penalty: 2852.404785
	Iteration 10Q: 3 clusters Score -810553.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -810655.250000 Penalty: 2852.404785
	Iteration 11Q: 3 clusters Score -810655.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -810743.187500 Penalty: 2852.404785
	Iteration 12Q: 3 clusters Score -810743.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -810796.812500 Penalty: 2852.404785
	Iteration 13Q: 3 clusters Score -810796.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -810838.625000 Penalty: 2852.404785
	Iteration 14Q: 3 clusters Score -810838.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -810863.187500 Penalty: 2852.404785
	Iteration 15Q: 3 clusters Score -810863.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -810880.312500 Penalty: 2852.404785
	Iteration 16Q: 3 clusters Score -810880.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -810891.875000 Penalty: 2852.404785
	Iteration 17Q: 3 clusters Score -810891.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -810904.937500 Penalty: 2852.404785
	Iteration 18Q: 3 clusters Score -810904.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -810916.875000 Penalty: 2852.404785
	Iteration 19Q: 3 clusters Score -810916.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -810925.125000 Penalty: 2852.404785
	Iteration 20F: 3 clusters Score -810925.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -810935.875000 Penalty: 2852.404785
	Iteration 21Q: 3 clusters Score -810935.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -810940.750000 Penalty: 2852.404785
	Iteration 22Q: 3 clusters Score -810940.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -810948.812500 Penalty: 2852.404785
	Iteration 23Q: 3 clusters Score -810948.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -810953.687500 Penalty: 2852.404785
	Iteration 24Q: 3 clusters Score -810953.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -810961.375000 Penalty: 2852.404785
	Iteration 25Q: 3 clusters Score -810961.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -810966.812500 Penalty: 2852.404785
	Iteration 26Q: 3 clusters Score -810966.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -810972.875000 Penalty: 2852.404785
	Iteration 27Q: 3 clusters Score -810972.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -810979.750000 Penalty: 2852.404785
	Iteration 28Q: 3 clusters Score -810979.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -810987.937500 Penalty: 2852.404785
	Iteration 29Q: 3 clusters Score -810987.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -810994.062500 Penalty: 2852.404785
	Iteration 30Q: 3 clusters Score -810994.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -810998.375000 Penalty: 2852.404785
	Iteration 31Q: 3 clusters Score -810998.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -810999.937500 Penalty: 2852.404785
	Iteration 32Q: 3 clusters Score -810999.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -811001.500000 Penalty: 2852.404785
	Iteration 33Q: 3 clusters Score -811001.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -811006.500000 Penalty: 2852.404785
	Iteration 34Q: 3 clusters Score -811006.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -811008.562500 Penalty: 2852.404785
	Iteration 35Q: 3 clusters Score -811008.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -811008.250000 Penalty: 2852.404785
	Iteration 36Q: 3 clusters Score -811008.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -811008.875000 Penalty: 2852.404785
	Iteration 37Q: 3 clusters Score -811008.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -811008.187500 Penalty: 2852.404785
	Iteration 38Q: 3 clusters Score -811008.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -811010.250000 Penalty: 2852.404785
	Iteration 39Q: 3 clusters Score -811010.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -811010.625000 Penalty: 2852.404785
	Iteration 40F: 3 clusters Score -811010.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -811013.187500 Penalty: 2852.404785
	Iteration 41Q: 3 clusters Score -811013.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -811013.062500 Penalty: 2852.404785
	Iteration 42Q: 3 clusters Score -811013.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -811012.312500 Penalty: 2852.404785
	Iteration 43Q: 3 clusters Score -811012.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -811012.437500 Penalty: 2852.404785
	Iteration 44Q: 3 clusters Score -811012.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -811013.687500 Penalty: 2852.404785
	Iteration 45Q: 3 clusters Score -811013.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -811015.062500 Penalty: 2852.404785
	Iteration 46Q: 3 clusters Score -811015.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -811015.125000 Penalty: 2852.404785
	Iteration 47Q: 3 clusters Score -811015.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -811014.812500 Penalty: 2852.404785
	Iteration 48Q: 3 clusters Score -811014.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -811013.937500 Penalty: 2852.404785
	Iteration 49Q: 3 clusters Score -811013.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -811013.937500 Penalty: 2852.404785
	Iteration 50F: 3 clusters Score -811013.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -41782.308594 Penalty: 980.376526
	Iteration 0F: 2 clusters Score -41782.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40876.921875 Penalty: 1960.753052
	Iteration 0F: 3 clusters Score -40876.92 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41112.125000 Penalty: 1960.753052
	Iteration 1F: 3 clusters Score -41112.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41202.781250 Penalty: 1960.753052
	Iteration 2F: 3 clusters Score -41202.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -41303.601562 Penalty: 1960.753052
	Iteration 3F: 3 clusters Score -41303.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -41339.574219 Penalty: 1960.753052
	Iteration 4Q: 3 clusters Score -41339.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41363.585938 Penalty: 1960.753052
	Iteration 5Q: 3 clusters Score -41363.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41386.089844 Penalty: 1960.753052
	Iteration 6Q: 3 clusters Score -41386.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41408.699219 Penalty: 1960.753052
	Iteration 7Q: 3 clusters Score -41408.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41419.253906 Penalty: 1960.753052
	Iteration 8Q: 3 clusters Score -41419.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41444.496094 Penalty: 1960.753052
	Iteration 9Q: 3 clusters Score -41444.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41445.800781 Penalty: 1960.753052
	Iteration 10Q: 3 clusters Score -41445.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41445.800781 Penalty: 1960.753052
	Iteration 11F: 3 clusters Score -41445.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -18534.224609 Penalty: 868.904968
	Iteration 0F: 2 clusters Score -18534.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17823.912109 Penalty: 1737.809937
	Iteration 0F: 3 clusters Score -17823.91 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17940.599609 Penalty: 1737.809937
	Iteration 1F: 3 clusters Score -17940.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17962.437500 Penalty: 1737.809937
	Iteration 2Q: 3 clusters Score -17962.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17970.154297 Penalty: 1737.809937
	Iteration 3Q: 3 clusters Score -17970.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17973.376953 Penalty: 1737.809937
	Iteration 4Q: 3 clusters Score -17973.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17975.562500 Penalty: 1737.809937
	Iteration 5Q: 3 clusters Score -17975.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17986.156250 Penalty: 1737.809937
	Iteration 6Q: 3 clusters Score -17986.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17986.156250 Penalty: 1737.809937
	Iteration 7F: 3 clusters Score -17986.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -11895.183594 Penalty: 966.130859
	Iteration 0F: 2 clusters Score -11895.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -11111.528320 Penalty: 1932.261719
	Iteration 0F: 3 clusters Score -11111.53 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -11505.473633 Penalty: 1932.261719
	Iteration 1F: 3 clusters Score -11505.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -11592.398438 Penalty: 1932.261719
	Iteration 2F: 3 clusters Score -11592.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -11661.949219 Penalty: 1932.261719
	Iteration 3Q: 3 clusters Score -11661.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -11697.912109 Penalty: 1932.261719
	Iteration 4Q: 3 clusters Score -11697.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -11718.225586 Penalty: 1932.261719
	Iteration 5Q: 3 clusters Score -11718.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11750.472656 Penalty: 1932.261719
	Iteration 6Q: 3 clusters Score -11750.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11752.027344 Penalty: 1932.261719
	Iteration 7Q: 3 clusters Score -11752.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11752.027344 Penalty: 1932.261719
	Iteration 8F: 3 clusters Score -11752.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Entering Unmasked Estep 
Score: -133955.828125 Penalty: 1138.882080
	Iteration 0F: 2 clusters Score -133955.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -132438.828125 Penalty: 2277.764160
	Iteration 0F: 3 clusters Score -132438.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -132779.687500 Penalty: 2277.764160
	Iteration 1F: 3 clusters Score -132779.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -132904.796875 Penalty: 2277.764160
	Iteration 2F: 3 clusters Score -132904.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -132995.250000 Penalty: 2277.764160
	Iteration 3F: 3 clusters Score -132995.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -133082.890625 Penalty: 2277.764160
	Iteration 4Q: 3 clusters Score -133082.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -133172.875000 Penalty: 2277.764160
	Iteration 5Q: 3 clusters Score -133172.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -133254.937500 Penalty: 2277.764160
	Iteration 6Q: 3 clusters Score -133254.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -133302.078125 Penalty: 2277.764160
	Iteration 7Q: 3 clusters Score -133302.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -133340.343750 Penalty: 2277.764160
	Iteration 8Q: 3 clusters Score -133340.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -133360.828125 Penalty: 2277.764160
	Iteration 9Q: 3 clusters Score -133360.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -133390.984375 Penalty: 2277.764160
	Iteration 10Q: 3 clusters Score -133391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -133415.937500 Penalty: 2277.764160
	Iteration 11Q: 3 clusters Score -133415.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -133449.765625 Penalty: 2277.764160
	Iteration 12Q: 3 clusters Score -133449.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -133492.484375 Penalty: 2277.764160
	Iteration 13Q: 3 clusters Score -133492.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -133518.000000 Penalty: 2277.764160
	Iteration 14Q: 3 clusters Score -133518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -133539.562500 Penalty: 2277.764160
	Iteration 15Q: 3 clusters Score -133539.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -133574.250000 Penalty: 2277.764160
	Iteration 16Q: 3 clusters Score -133574.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -133604.640625 Penalty: 2277.764160
	Iteration 17Q: 3 clusters Score -133604.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -133627.734375 Penalty: 2277.764160
	Iteration 18Q: 3 clusters Score -133627.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -133645.437500 Penalty: 2277.764160
	Iteration 19Q: 3 clusters Score -133645.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -133662.375000 Penalty: 2277.764160
	Iteration 20F: 3 clusters Score -133662.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -133669.984375 Penalty: 2277.764160
	Iteration 21Q: 3 clusters Score -133670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -133679.718750 Penalty: 2277.764160
	Iteration 22Q: 3 clusters Score -133679.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -133688.265625 Penalty: 2277.764160
	Iteration 23Q: 3 clusters Score -133688.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -133701.828125 Penalty: 2277.764160
	Iteration 24Q: 3 clusters Score -133701.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -133723.125000 Penalty: 2277.764160
	Iteration 25Q: 3 clusters Score -133723.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -133735.281250 Penalty: 2277.764160
	Iteration 26Q: 3 clusters Score -133735.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -133738.593750 Penalty: 2277.764160
	Iteration 27Q: 3 clusters Score -133738.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -133741.203125 Penalty: 2277.764160
	Iteration 28Q: 3 clusters Score -133741.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -133741.203125 Penalty: 2277.764160
	Iteration 29F: 3 clusters Score -133741.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105068 members 
Mstep: Class 2 contains 11471 members 
Mstep: Class 3 contains 7020 members 
Mstep: Class 4 contains 123311 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5309 members 
Mstep: Class 8 contains 9695 members 
Mstep: Class 9 contains 74701 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 105096 members 
Mstep: Class 12 contains 99379 members 
Mstep: Class 13 contains 96794 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 16 contains 69758 members 
Mstep: Class 17 contains 25057 members 
Mstep: Class 18 contains 14291 members 
Mstep: Class 19 contains 3031 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8334 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4787 members 
Mstep: Class 26 contains 18574 members 
Mstep: Class 27 contains 6694 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34587 members 
Mstep: Class 31 contains 42476 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2959 members 
Mstep: Class 35 contains 17836 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784824.000000 Penalty: 89247.812500
Iteration 319Q: 41 clusters Score -1.117848e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105072 members 
Mstep: Class 2 contains 11465 members 
Mstep: Class 3 contains 7017 members 
Mstep: Class 4 contains 123327 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5302 members 
Mstep: Class 8 contains 9695 members 
Mstep: Class 9 contains 74683 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 105104 members 
Mstep: Class 12 contains 99375 members 
Mstep: Class 13 contains 96786 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 16 contains 69748 members 
Mstep: Class 17 contains 25060 members 
Mstep: Class 18 contains 14290 members 
Mstep: Class 19 contains 3032 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8336 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4786 members 
Mstep: Class 26 contains 18563 members 
Mstep: Class 27 contains 6698 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9458 members 
Mstep: Class 30 contains 34588 members 
Mstep: Class 31 contains 42504 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2960 members 
Mstep: Class 35 contains 17836 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784872.000000 Penalty: 89247.812500
Iteration 320F: 41 clusters Score -1.117849e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105061 members 
Mstep: Class 2 contains 11461 members 
Mstep: Class 3 contains 7018 members 
Mstep: Class 4 contains 123342 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5300 members 
Mstep: Class 8 contains 9696 members 
Mstep: Class 9 contains 74647 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 105111 members 
Mstep: Class 12 contains 99374 members 
Mstep: Class 13 contains 96795 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 16 contains 69739 members 
Mstep: Class 17 contains 25062 members 
Mstep: Class 18 contains 14289 members 
Mstep: Class 19 contains 3032 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8339 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4784 members 
Mstep: Class 26 contains 18556 members 
Mstep: Class 27 contains 6700 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9458 members 
Mstep: Class 30 contains 34592 members 
Mstep: Class 31 contains 42534 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2959 members 
Mstep: Class 35 contains 17836 members 
Mstep: Class 36 contains 6480 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784880.000000 Penalty: 89247.812500
Iteration 321Q: 41 clusters Score -1.117849e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105062 members 
Mstep: Class 2 contains 11456 members 
Mstep: Class 3 contains 7019 members 
Mstep: Class 4 contains 123376 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5293 members 
Mstep: Class 8 contains 9696 members 
Mstep: Class 9 contains 74606 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 105109 members 
Mstep: Class 12 contains 99374 members 
Mstep: Class 13 contains 96805 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3195 members 
Mstep: Class 16 contains 69723 members 
Mstep: Class 17 contains 25066 members 
Mstep: Class 18 contains 14287 members 
Mstep: Class 19 contains 3033 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8344 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4784 members 
Mstep: Class 26 contains 18546 members 
Mstep: Class 27 contains 6705 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9458 members 
Mstep: Class 30 contains 34591 members 
Mstep: Class 31 contains 42562 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2958 members 
Mstep: Class 35 contains 17836 members 
Mstep: Class 36 contains 6479 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784824.000000 Penalty: 89247.812500
Iteration 322Q: 41 clusters Score -1.117848e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105070 members 
Mstep: Class 2 contains 11451 members 
Mstep: Class 3 contains 7019 members 
Mstep: Class 4 contains 123389 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5287 members 
Mstep: Class 8 contains 9697 members 
Mstep: Class 9 contains 74569 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 105121 members 
Mstep: Class 12 contains 99361 members 
Mstep: Class 13 contains 96823 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3193 members 
Mstep: Class 16 contains 69706 members 
Mstep: Class 17 contains 25069 members 
Mstep: Class 18 contains 14283 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8345 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4783 members 
Mstep: Class 26 contains 18538 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9458 members 
Mstep: Class 30 contains 34592 members 
Mstep: Class 31 contains 42591 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2958 members 
Mstep: Class 35 contains 17836 members 
Mstep: Class 36 contains 6480 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784712.000000 Penalty: 89247.812500
Iteration 323Q: 41 clusters Score -1.117847e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105064 members 
Mstep: Class 2 contains 11449 members 
Mstep: Class 3 contains 7018 members 
Mstep: Class 4 contains 123389 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5280 members 
Mstep: Class 8 contains 9697 members 
Mstep: Class 9 contains 74556 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 105133 members 
Mstep: Class 12 contains 99358 members 
Mstep: Class 13 contains 96827 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3194 members 
Mstep: Class 16 contains 69689 members 
Mstep: Class 17 contains 25073 members 
Mstep: Class 18 contains 14283 members 
Mstep: Class 19 contains 3037 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8349 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4783 members 
Mstep: Class 26 contains 18529 members 
Mstep: Class 27 contains 6710 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9458 members 
Mstep: Class 30 contains 34591 members 
Mstep: Class 31 contains 42620 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2958 members 
Mstep: Class 35 contains 17836 members 
Mstep: Class 36 contains 6482 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784856.000000 Penalty: 89247.812500
Iteration 324Q: 41 clusters Score -1.117849e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105056 members 
Mstep: Class 2 contains 11448 members 
Mstep: Class 3 contains 7017 members 
Mstep: Class 4 contains 123409 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5281 members 
Mstep: Class 8 contains 9697 members 
Mstep: Class 9 contains 74527 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 105148 members 
Mstep: Class 12 contains 99358 members 
Mstep: Class 13 contains 96821 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3195 members 
Mstep: Class 16 contains 69673 members 
Mstep: Class 17 contains 25077 members 
Mstep: Class 18 contains 14280 members 
Mstep: Class 19 contains 3041 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8354 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4783 members 
Mstep: Class 26 contains 18523 members 
Mstep: Class 27 contains 6710 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9458 members 
Mstep: Class 30 contains 34590 members 
Mstep: Class 31 contains 42639 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2959 members 
Mstep: Class 35 contains 17836 members 
Mstep: Class 36 contains 6482 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784944.000000 Penalty: 89247.812500
Iteration 325Q: 41 clusters Score -1.117849e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105067 members 
Mstep: Class 2 contains 11450 members 
Mstep: Class 3 contains 7017 members 
Mstep: Class 4 contains 123415 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5281 members 
Mstep: Class 8 contains 9696 members 
Mstep: Class 9 contains 74474 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 105170 members 
Mstep: Class 12 contains 99363 members 
Mstep: Class 13 contains 96830 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3194 members 
Mstep: Class 16 contains 69652 members 
Mstep: Class 17 contains 25077 members 
Mstep: Class 18 contains 14275 members 
Mstep: Class 19 contains 3043 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8364 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4782 members 
Mstep: Class 26 contains 18511 members 
Mstep: Class 27 contains 6711 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34588 members 
Mstep: Class 31 contains 42668 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2961 members 
Mstep: Class 35 contains 17836 members 
Mstep: Class 36 contains 6482 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785104.000000 Penalty: 89247.812500
Iteration 326Q: 41 clusters Score -1.117851e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105077 members 
Mstep: Class 2 contains 11453 members 
Mstep: Class 3 contains 7018 members 
Mstep: Class 4 contains 123425 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5280 members 
Mstep: Class 8 contains 9696 members 
Mstep: Class 9 contains 74416 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 105181 members 
Mstep: Class 12 contains 99353 members 
Mstep: Class 13 contains 96842 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3194 members 
Mstep: Class 16 contains 69641 members 
Mstep: Class 17 contains 25083 members 
Mstep: Class 18 contains 14272 members 
Mstep: Class 19 contains 3045 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8368 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4780 members 
Mstep: Class 26 contains 18506 members 
Mstep: Class 27 contains 6712 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34590 members 
Mstep: Class 31 contains 42696 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2961 members 
Mstep: Class 35 contains 17835 members 
Mstep: Class 36 contains 6483 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785208.000000 Penalty: 89247.812500
Iteration 327Q: 41 clusters Score -1.117852e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105082 members 
Mstep: Class 2 contains 11456 members 
Mstep: Class 3 contains 7018 members 
Mstep: Class 4 contains 123448 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5278 members 
Mstep: Class 8 contains 9698 members 
Mstep: Class 9 contains 74369 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 105194 members 
Mstep: Class 12 contains 99345 members 
Mstep: Class 13 contains 96847 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3194 members 
Mstep: Class 16 contains 69631 members 
Mstep: Class 17 contains 25082 members 
Mstep: Class 18 contains 14268 members 
Mstep: Class 19 contains 3048 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8375 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4778 members 
Mstep: Class 26 contains 18498 members 
Mstep: Class 27 contains 6713 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9455 members 
Mstep: Class 30 contains 34591 members 
Mstep: Class 31 contains 42717 members 
Mstep: Class 32 contains 1926 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2961 members 
Mstep: Class 35 contains 17836 members 
Mstep: Class 36 contains 6483 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785144.000000 Penalty: 89247.812500
Iteration 328Q: 41 clusters Score -1.117851e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105075 members 
Mstep: Class 2 contains 11457 members 
Mstep: Class 3 contains 7018 members 
Mstep: Class 4 contains 123479 members 
Mstep: Class 5 contains 1111 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5273 members 
Mstep: Class 8 contains 9701 members 
Mstep: Class 9 contains 74320 members 
Mstep: Class 10 contains 2527 members 
Mstep: Class 11 contains 105212 members 
Mstep: Class 12 contains 99334 members 
Mstep: Class 13 contains 96855 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3194 members 
Mstep: Class 16 contains 69623 members 
Mstep: Class 17 contains 25083 members 
Mstep: Class 18 contains 14267 members 
Mstep: Class 19 contains 3053 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8383 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4779 members 
Mstep: Class 26 contains 18483 members 
Mstep: Class 27 contains 6714 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9455 members 
Mstep: Class 30 contains 34593 members 
Mstep: Class 31 contains 42735 members 
Mstep: Class 32 contains 1926 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2960 members 
Mstep: Class 35 contains 17836 members 
Mstep: Class 36 contains 6484 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785064.000000 Penalty: 89247.812500
Iteration 329Q: 41 clusters Score -1.117851e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105082 members 
Mstep: Class 2 contains 11461 members 
Mstep: Class 3 contains 7016 members 
Mstep: Class 4 contains 123501 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5272 members 
Mstep: Class 8 contains 9704 members 
Mstep: Class 9 contains 74270 members 
Mstep: Class 10 contains 2527 members 
Mstep: Class 11 contains 105227 members 
Mstep: Class 12 contains 99322 members 
Mstep: Class 13 contains 96862 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3194 members 
Mstep: Class 16 contains 69601 members 
Mstep: Class 17 contains 25093 members 
Mstep: Class 18 contains 14265 members 
Mstep: Class 19 contains 3063 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8389 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4779 members 
Mstep: Class 26 contains 18476 members 
Mstep: Class 27 contains 6714 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9456 members 
Mstep: Class 30 contains 34588 members 
Mstep: Class 31 contains 42751 members 
Mstep: Class 32 contains 1926 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2959 members 
Mstep: Class 35 contains 17837 members 
Mstep: Class 36 contains 6483 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785128.000000 Penalty: 89247.812500
Iteration 330Q: 41 clusters Score -1.117851e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105066 members 
Mstep: Class 2 contains 11459 members 
Mstep: Class 3 contains 7018 members 
Mstep: Class 4 contains 123540 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5267 members 
Mstep: Class 8 contains 9704 members 
Mstep: Class 9 contains 74245 members 
Mstep: Class 10 contains 2527 members 
Mstep: Class 11 contains 105244 members 
Mstep: Class 12 contains 99298 members 
Mstep: Class 13 contains 96873 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3194 members 
Mstep: Class 16 contains 69579 members 
Mstep: Class 17 contains 25098 members 
Mstep: Class 18 contains 14266 members 
Mstep: Class 19 contains 3072 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8395 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4777 members 
Mstep: Class 26 contains 18464 members 
Mstep: Class 27 contains 6715 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34583 members 
Mstep: Class 31 contains 42774 members 
Mstep: Class 32 contains 1926 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2959 members 
Mstep: Class 35 contains 17836 members 
Mstep: Class 36 contains 6482 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785216.000000 Penalty: 89247.812500
Iteration 331Q: 41 clusters Score -1.117852e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105061 members 
Mstep: Class 2 contains 11459 members 
Mstep: Class 3 contains 7017 members 
Mstep: Class 4 contains 123565 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5260 members 
Mstep: Class 8 contains 9706 members 
Mstep: Class 9 contains 74236 members 
Mstep: Class 10 contains 2527 members 
Mstep: Class 11 contains 105254 members 
Mstep: Class 12 contains 99287 members 
Mstep: Class 13 contains 96857 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3193 members 
Mstep: Class 16 contains 69556 members 
Mstep: Class 17 contains 25104 members 
Mstep: Class 18 contains 14265 members 
Mstep: Class 19 contains 3078 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8399 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4777 members 
Mstep: Class 26 contains 18459 members 
Mstep: Class 27 contains 6717 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34583 members 
Mstep: Class 31 contains 42793 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2960 members 
Mstep: Class 35 contains 17836 members 
Mstep: Class 36 contains 6485 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785208.000000 Penalty: 89247.812500
Iteration 332Q: 41 clusters Score -1.117852e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105047 members 
Mstep: Class 2 contains 11459 members 
Mstep: Class 3 contains 7017 members 
Mstep: Class 4 contains 123618 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5254 members 
Mstep: Class 8 contains 9708 members 
Mstep: Class 9 contains 74208 members 
Mstep: Class 10 contains 2527 members 
Mstep: Class 11 contains 105258 members 
Mstep: Class 12 contains 99296 members 
Mstep: Class 13 contains 96852 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3192 members 
Mstep: Class 16 contains 69522 members 
Mstep: Class 17 contains 25103 members 
Mstep: Class 18 contains 14264 members 
Mstep: Class 19 contains 3083 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8400 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4776 members 
Mstep: Class 26 contains 18459 members 
Mstep: Class 27 contains 6722 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34583 members 
Mstep: Class 31 contains 42804 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2960 members 
Mstep: Class 35 contains 17836 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785224.000000 Penalty: 89247.812500
Iteration 333Q: 41 clusters Score -1.117852e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105024 members 
Mstep: Class 2 contains 11456 members 
Mstep: Class 3 contains 7020 members 
Mstep: Class 4 contains 123649 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5248 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 74194 members 
Mstep: Class 10 contains 2527 members 
Mstep: Class 11 contains 105269 members 
Mstep: Class 12 contains 99308 members 
Mstep: Class 13 contains 96839 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3192 members 
Mstep: Class 16 contains 69499 members 
Mstep: Class 17 contains 25112 members 
Mstep: Class 18 contains 14264 members 
Mstep: Class 19 contains 3089 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8403 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 764 members 
Mstep: Class 25 contains 4776 members 
Mstep: Class 26 contains 18455 members 
Mstep: Class 27 contains 6728 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34576 members 
Mstep: Class 31 contains 42815 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2960 members 
Mstep: Class 35 contains 17836 members 
Mstep: Class 36 contains 6485 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785120.000000 Penalty: 89247.812500
Iteration 334Q: 41 clusters Score -1.117851e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105016 members 
Mstep: Class 2 contains 11456 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 4 contains 123676 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5238 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 74169 members 
Mstep: Class 10 contains 2526 members 
Mstep: Class 11 contains 105290 members 
Mstep: Class 12 contains 99313 members 
Mstep: Class 13 contains 96830 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3191 members 
Mstep: Class 16 contains 69471 members 
Mstep: Class 17 contains 25113 members 
Mstep: Class 18 contains 14262 members 
Mstep: Class 19 contains 3091 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8409 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4775 members 
Mstep: Class 26 contains 18450 members 
Mstep: Class 27 contains 6733 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9457 members 
Mstep: Class 30 contains 34574 members 
Mstep: Class 31 contains 42837 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2960 members 
Mstep: Class 35 contains 17838 members 
Mstep: Class 36 contains 6485 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785024.000000 Penalty: 89247.812500
Iteration 335Q: 41 clusters Score -1.11785e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105016 members 
Mstep: Class 2 contains 11456 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 123678 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5227 members 
Mstep: Class 8 contains 9710 members 
Mstep: Class 9 contains 74147 members 
Mstep: Class 10 contains 2527 members 
Mstep: Class 11 contains 105298 members 
Mstep: Class 12 contains 99302 members 
Mstep: Class 13 contains 96852 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3188 members 
Mstep: Class 16 contains 69450 members 
Mstep: Class 17 contains 25113 members 
Mstep: Class 18 contains 14261 members 
Mstep: Class 19 contains 3094 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8415 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4775 members 
Mstep: Class 26 contains 18444 members 
Mstep: Class 27 contains 6737 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9456 members 
Mstep: Class 30 contains 34572 members 
Mstep: Class 31 contains 42871 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2959 members 
Mstep: Class 35 contains 17838 members 
Mstep: Class 36 contains 6485 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784944.000000 Penalty: 89247.812500
Iteration 336Q: 41 clusters Score -1.117849e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105014 members 
Mstep: Class 2 contains 11454 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 123687 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5215 members 
Mstep: Class 8 contains 9711 members 
Mstep: Class 9 contains 74118 members 
Mstep: Class 10 contains 2527 members 
Mstep: Class 11 contains 105284 members 
Mstep: Class 12 contains 99286 members 
Mstep: Class 13 contains 96869 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3189 members 
Mstep: Class 16 contains 69429 members 
Mstep: Class 17 contains 25119 members 
Mstep: Class 18 contains 14262 members 
Mstep: Class 19 contains 3096 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8416 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4775 members 
Mstep: Class 26 contains 18446 members 
Mstep: Class 27 contains 6740 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9455 members 
Mstep: Class 30 contains 34574 members 
Mstep: Class 31 contains 42923 members 
Mstep: Class 32 contains 1924 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2959 members 
Mstep: Class 35 contains 17838 members 
Mstep: Class 36 contains 6485 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784848.000000 Penalty: 89247.812500
Iteration 337Q: 41 clusters Score -1.117848e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105002 members 
Mstep: Class 2 contains 11450 members 
Mstep: Class 3 contains 7022 members 
Mstep: Class 4 contains 123717 members 
Mstep: Class 5 contains 1112 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 5212 members 
Mstep: Class 8 contains 9712 members 
Mstep: Class 9 contains 74072 members 
Mstep: Class 10 contains 2527 members 
Mstep: Class 11 contains 105275 members 
Mstep: Class 12 contains 99278 members 
Mstep: Class 13 contains 96896 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3190 members 
Mstep: Class 16 contains 69407 members 
Mstep: Class 17 contains 25122 members 
Mstep: Class 18 contains 14263 members 
Mstep: Class 19 contains 3097 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8416 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4776 members 
Mstep: Class 26 contains 18448 members 
Mstep: Class 27 contains 6740 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9455 members 
Mstep: Class 30 contains 34575 members 
Mstep: Class 31 contains 42958 members 
Mstep: Class 32 contains 1926 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2958 members 
Mstep: Class 35 contains 17839 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784792.000000 Penalty: 89247.812500
Iteration 338Q: 41 clusters Score -1.117848e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 104994 members 
Mstep: Class 2 contains 11450 members 
Mstep: Class 3 contains 7022 members 
Mstep: Class 4 contains 123739 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5210 members 
Mstep: Class 8 contains 9715 members 
Mstep: Class 9 contains 74032 members 
Mstep: Class 10 contains 2526 members 
Mstep: Class 11 contains 105280 members 
Mstep: Class 12 contains 99274 members 
Mstep: Class 13 contains 96902 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3187 members 
Mstep: Class 16 contains 69387 members 
Mstep: Class 17 contains 25124 members 
Mstep: Class 18 contains 14265 members 
Mstep: Class 19 contains 3099 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8418 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4774 members 
Mstep: Class 26 contains 18448 members 
Mstep: Class 27 contains 6738 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9455 members 
Mstep: Class 30 contains 34579 members 
Mstep: Class 31 contains 42991 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2957 members 
Mstep: Class 35 contains 17840 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784776.000000 Penalty: 89247.812500
Iteration 339Q: 41 clusters Score -1.117848e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 104989 members 
Mstep: Class 2 contains 11450 members 
Mstep: Class 3 contains 7021 members 
Mstep: Class 4 contains 123758 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5207 members 
Mstep: Class 8 contains 9716 members 
Mstep: Class 9 contains 73979 members 
Mstep: Class 10 contains 2526 members 
Mstep: Class 11 contains 105288 members 
Mstep: Class 12 contains 99291 members 
Mstep: Class 13 contains 96901 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3188 members 
Mstep: Class 16 contains 69365 members 
Mstep: Class 17 contains 25129 members 
Mstep: Class 18 contains 14266 members 
Mstep: Class 19 contains 3101 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8421 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4775 members 
Mstep: Class 26 contains 18451 members 
Mstep: Class 27 contains 6737 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9456 members 
Mstep: Class 30 contains 34575 members 
Mstep: Class 31 contains 43019 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2955 members 
Mstep: Class 35 contains 17842 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784792.000000 Penalty: 89247.812500
Iteration 340F: 41 clusters Score -1.117848e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 104997 members 
Mstep: Class 2 contains 11454 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 4 contains 123766 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5206 members 
Mstep: Class 8 contains 9716 members 
Mstep: Class 9 contains 73925 members 
Mstep: Class 10 contains 2526 members 
Mstep: Class 11 contains 105310 members 
Mstep: Class 12 contains 99299 members 
Mstep: Class 13 contains 96908 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3188 members 
Mstep: Class 16 contains 69334 members 
Mstep: Class 17 contains 25132 members 
Mstep: Class 18 contains 14268 members 
Mstep: Class 19 contains 3108 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8423 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4777 members 
Mstep: Class 26 contains 18447 members 
Mstep: Class 27 contains 6737 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9456 members 
Mstep: Class 30 contains 34574 members 
Mstep: Class 31 contains 43035 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2955 members 
Mstep: Class 35 contains 17841 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784664.000000 Penalty: 89247.812500
Iteration 341Q: 41 clusters Score -1.117847e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 104996 members 
Mstep: Class 2 contains 11455 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 123761 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5206 members 
Mstep: Class 8 contains 9712 members 
Mstep: Class 9 contains 73898 members 
Mstep: Class 10 contains 2525 members 
Mstep: Class 11 contains 105323 members 
Mstep: Class 12 contains 99313 members 
Mstep: Class 13 contains 96905 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3187 members 
Mstep: Class 16 contains 69301 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 14268 members 
Mstep: Class 19 contains 3110 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8426 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4779 members 
Mstep: Class 26 contains 18442 members 
Mstep: Class 27 contains 6737 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9456 members 
Mstep: Class 30 contains 34576 members 
Mstep: Class 31 contains 43072 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2955 members 
Mstep: Class 35 contains 17840 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784616.000000 Penalty: 89247.812500
Iteration 342Q: 41 clusters Score -1.117846e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105008 members 
Mstep: Class 2 contains 11453 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 123758 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5205 members 
Mstep: Class 8 contains 9712 members 
Mstep: Class 9 contains 73860 members 
Mstep: Class 10 contains 2525 members 
Mstep: Class 11 contains 105338 members 
Mstep: Class 12 contains 99320 members 
Mstep: Class 13 contains 96920 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 69269 members 
Mstep: Class 17 contains 25140 members 
Mstep: Class 18 contains 14266 members 
Mstep: Class 19 contains 3116 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8429 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4783 members 
Mstep: Class 26 contains 18432 members 
Mstep: Class 27 contains 6740 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9456 members 
Mstep: Class 30 contains 34576 members 
Mstep: Class 31 contains 43095 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2955 members 
Mstep: Class 35 contains 17839 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784632.000000 Penalty: 89247.812500
Iteration 343Q: 41 clusters Score -1.117846e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105012 members 
Mstep: Class 2 contains 11453 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 123779 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5205 members 
Mstep: Class 8 contains 9712 members 
Mstep: Class 9 contains 73836 members 
Mstep: Class 10 contains 2525 members 
Mstep: Class 11 contains 105346 members 
Mstep: Class 12 contains 99317 members 
Mstep: Class 13 contains 96922 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 69238 members 
Mstep: Class 17 contains 25144 members 
Mstep: Class 18 contains 14264 members 
Mstep: Class 19 contains 3122 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8435 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4784 members 
Mstep: Class 26 contains 18426 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9456 members 
Mstep: Class 30 contains 34570 members 
Mstep: Class 31 contains 43112 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2955 members 
Mstep: Class 35 contains 17839 members 
Mstep: Class 36 contains 6488 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784592.000000 Penalty: 89247.812500
Iteration 344Q: 41 clusters Score -1.117846e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105002 members 
Mstep: Class 2 contains 11452 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 4 contains 123787 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5204 members 
Mstep: Class 8 contains 9714 members 
Mstep: Class 9 contains 73803 members 
Mstep: Class 10 contains 2525 members 
Mstep: Class 11 contains 105359 members 
Mstep: Class 12 contains 99325 members 
Mstep: Class 13 contains 96951 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3187 members 
Mstep: Class 16 contains 69197 members 
Mstep: Class 17 contains 25146 members 
Mstep: Class 18 contains 14267 members 
Mstep: Class 19 contains 3125 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8448 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4785 members 
Mstep: Class 26 contains 18413 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9456 members 
Mstep: Class 30 contains 34565 members 
Mstep: Class 31 contains 43132 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2955 members 
Mstep: Class 35 contains 17839 members 
Mstep: Class 36 contains 6489 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784608.000000 Penalty: 89247.812500
Iteration 345Q: 41 clusters Score -1.117846e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 104993 members 
Mstep: Class 2 contains 11453 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 4 contains 123779 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5204 members 
Mstep: Class 8 contains 9716 members 
Mstep: Class 9 contains 73769 members 
Mstep: Class 10 contains 2525 members 
Mstep: Class 11 contains 105356 members 
Mstep: Class 12 contains 99335 members 
Mstep: Class 13 contains 96959 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3187 members 
Mstep: Class 16 contains 69179 members 
Mstep: Class 17 contains 25148 members 
Mstep: Class 18 contains 14271 members 
Mstep: Class 19 contains 3128 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8462 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4785 members 
Mstep: Class 26 contains 18399 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9456 members 
Mstep: Class 30 contains 34567 members 
Mstep: Class 31 contains 43171 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2955 members 
Mstep: Class 35 contains 17840 members 
Mstep: Class 36 contains 6489 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784488.000000 Penalty: 89247.812500
Iteration 346Q: 41 clusters Score -1.117845e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 104994 members 
Mstep: Class 2 contains 11452 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 4 contains 123768 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5203 members 
Mstep: Class 8 contains 9719 members 
Mstep: Class 9 contains 73732 members 
Mstep: Class 10 contains 2525 members 
Mstep: Class 11 contains 105385 members 
Mstep: Class 12 contains 99334 members 
Mstep: Class 13 contains 96956 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3188 members 
Mstep: Class 16 contains 69151 members 
Mstep: Class 17 contains 25152 members 
Mstep: Class 18 contains 14272 members 
Mstep: Class 19 contains 3129 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8475 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4786 members 
Mstep: Class 26 contains 18386 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9455 members 
Mstep: Class 30 contains 34568 members 
Mstep: Class 31 contains 43209 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2956 members 
Mstep: Class 35 contains 17842 members 
Mstep: Class 36 contains 6489 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784656.000000 Penalty: 89247.812500
Iteration 347Q: 41 clusters Score -1.117847e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105001 members 
Mstep: Class 2 contains 11445 members 
Mstep: Class 3 contains 7020 members 
Mstep: Class 4 contains 123761 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5204 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 73689 members 
Mstep: Class 10 contains 2524 members 
Mstep: Class 11 contains 105413 members 
Mstep: Class 12 contains 99346 members 
Mstep: Class 13 contains 96961 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3187 members 
Mstep: Class 16 contains 69117 members 
Mstep: Class 17 contains 25155 members 
Mstep: Class 18 contains 14275 members 
Mstep: Class 19 contains 3129 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8488 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4788 members 
Mstep: Class 26 contains 18377 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9455 members 
Mstep: Class 30 contains 34561 members 
Mstep: Class 31 contains 43246 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2955 members 
Mstep: Class 35 contains 17842 members 
Mstep: Class 36 contains 6489 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784752.000000 Penalty: 89247.812500
Iteration 348Q: 41 clusters Score -1.117848e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 104992 members 
Mstep: Class 2 contains 11447 members 
Mstep: Class 3 contains 7019 members 
Mstep: Class 4 contains 123777 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5205 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 73679 members 
Mstep: Class 10 contains 2524 members 
Mstep: Class 11 contains 105419 members 
Mstep: Class 12 contains 99360 members 
Mstep: Class 13 contains 96954 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3187 members 
Mstep: Class 16 contains 69083 members 
Mstep: Class 17 contains 25161 members 
Mstep: Class 18 contains 14278 members 
Mstep: Class 19 contains 3131 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8498 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4788 members 
Mstep: Class 26 contains 18358 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9454 members 
Mstep: Class 30 contains 34557 members 
Mstep: Class 31 contains 43270 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2955 members 
Mstep: Class 35 contains 17843 members 
Mstep: Class 36 contains 6490 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784672.000000 Penalty: 89247.812500
Iteration 349Q: 41 clusters Score -1.117847e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 104990 members 
Mstep: Class 2 contains 11440 members 
Mstep: Class 3 contains 7019 members 
Mstep: Class 4 contains 123799 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5205 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 73644 members 
Mstep: Class 10 contains 2524 members 
Mstep: Class 11 contains 105412 members 
Mstep: Class 12 contains 99365 members 
Mstep: Class 13 contains 96988 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 69048 members 
Mstep: Class 17 contains 25162 members 
Mstep: Class 18 contains 14285 members 
Mstep: Class 19 contains 3132 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8506 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4786 members 
Mstep: Class 26 contains 18342 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9454 members 
Mstep: Class 30 contains 34558 members 
Mstep: Class 31 contains 43295 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2954 members 
Mstep: Class 35 contains 17843 members 
Mstep: Class 36 contains 6491 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784640.000000 Penalty: 89247.812500
Iteration 350Q: 41 clusters Score -1.117846e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105001 members 
Mstep: Class 2 contains 11435 members 
Mstep: Class 3 contains 7019 members 
Mstep: Class 4 contains 123828 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5204 members 
Mstep: Class 8 contains 9718 members 
Mstep: Class 9 contains 73640 members 
Mstep: Class 10 contains 2524 members 
Mstep: Class 11 contains 105420 members 
Mstep: Class 12 contains 99355 members 
Mstep: Class 13 contains 96976 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3183 members 
Mstep: Class 16 contains 69015 members 
Mstep: Class 17 contains 25166 members 
Mstep: Class 18 contains 14292 members 
Mstep: Class 19 contains 3134 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8512 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4786 members 
Mstep: Class 26 contains 18327 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9454 members 
Mstep: Class 30 contains 34559 members 
Mstep: Class 31 contains 43312 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2954 members 
Mstep: Class 35 contains 17843 members 
Mstep: Class 36 contains 6492 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784656.000000 Penalty: 89247.812500
Iteration 351Q: 41 clusters Score -1.117847e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 104996 members 
Mstep: Class 2 contains 11432 members 
Mstep: Class 3 contains 7019 members 
Mstep: Class 4 contains 123867 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5201 members 
Mstep: Class 8 contains 9718 members 
Mstep: Class 9 contains 73613 members 
Mstep: Class 10 contains 2524 members 
Mstep: Class 11 contains 105419 members 
Mstep: Class 12 contains 99354 members 
Mstep: Class 13 contains 96989 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3183 members 
Mstep: Class 16 contains 68975 members 
Mstep: Class 17 contains 25176 members 
Mstep: Class 18 contains 14297 members 
Mstep: Class 19 contains 3139 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8514 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4786 members 
Mstep: Class 26 contains 18312 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9454 members 
Mstep: Class 30 contains 34564 members 
Mstep: Class 31 contains 43328 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2954 members 
Mstep: Class 35 contains 17844 members 
Mstep: Class 36 contains 6492 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784784.000000 Penalty: 89247.812500
Iteration 352Q: 41 clusters Score -1.117848e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 104996 members 
Mstep: Class 2 contains 11429 members 
Mstep: Class 3 contains 7019 members 
Mstep: Class 4 contains 123883 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5201 members 
Mstep: Class 8 contains 9719 members 
Mstep: Class 9 contains 73608 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 105417 members 
Mstep: Class 12 contains 99360 members 
Mstep: Class 13 contains 97003 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 68931 members 
Mstep: Class 17 contains 25178 members 
Mstep: Class 18 contains 14299 members 
Mstep: Class 19 contains 3142 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8517 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4787 members 
Mstep: Class 26 contains 18291 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9455 members 
Mstep: Class 30 contains 34567 members 
Mstep: Class 31 contains 43349 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2954 members 
Mstep: Class 35 contains 17844 members 
Mstep: Class 36 contains 6492 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784776.000000 Penalty: 89247.812500
Iteration 353Q: 41 clusters Score -1.117848e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105003 members 
Mstep: Class 2 contains 11424 members 
Mstep: Class 3 contains 7020 members 
Mstep: Class 4 contains 123895 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5201 members 
Mstep: Class 8 contains 9718 members 
Mstep: Class 9 contains 73616 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 105418 members 
Mstep: Class 12 contains 99365 members 
Mstep: Class 13 contains 96992 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 68895 members 
Mstep: Class 17 contains 25180 members 
Mstep: Class 18 contains 14301 members 
Mstep: Class 19 contains 3146 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8523 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4787 members 
Mstep: Class 26 contains 18279 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9455 members 
Mstep: Class 30 contains 34568 members 
Mstep: Class 31 contains 43367 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2952 members 
Mstep: Class 35 contains 17845 members 
Mstep: Class 36 contains 6491 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784888.000000 Penalty: 89247.812500
Iteration 354Q: 41 clusters Score -1.117849e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105015 members 
Mstep: Class 2 contains 11424 members 
Mstep: Class 3 contains 7022 members 
Mstep: Class 4 contains 123915 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5202 members 
Mstep: Class 8 contains 9718 members 
Mstep: Class 9 contains 73609 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 105422 members 
Mstep: Class 12 contains 99359 members 
Mstep: Class 13 contains 96985 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 68856 members 
Mstep: Class 17 contains 25189 members 
Mstep: Class 18 contains 14302 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8529 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4786 members 
Mstep: Class 26 contains 18267 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9455 members 
Mstep: Class 30 contains 34573 members 
Mstep: Class 31 contains 43379 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2952 members 
Mstep: Class 35 contains 17845 members 
Mstep: Class 36 contains 6489 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111784864.000000 Penalty: 89247.812500
Iteration 355Q: 41 clusters Score -1.117849e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105030 members 
Mstep: Class 2 contains 11421 members 
Mstep: Class 3 contains 7022 members 
Mstep: Class 4 contains 123910 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5199 members 
Mstep: Class 8 contains 9719 members 
Mstep: Class 9 contains 73621 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 105416 members 
Mstep: Class 12 contains 99360 members 
Mstep: Class 13 contains 96997 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 68816 members 
Mstep: Class 17 contains 25195 members 
Mstep: Class 18 contains 14309 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8530 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4786 members 
Mstep: Class 26 contains 18252 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9455 members 
Mstep: Class 30 contains 34573 members 
Mstep: Class 31 contains 43397 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2952 members 
Mstep: Class 35 contains 17846 members 
Mstep: Class 36 contains 6488 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785112.000000 Penalty: 89247.812500
Iteration 356Q: 41 clusters Score -1.117851e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105036 members 
Mstep: Class 2 contains 11420 members 
Mstep: Class 3 contains 7022 members 
Mstep: Class 4 contains 123919 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5200 members 
Mstep: Class 8 contains 9718 members 
Mstep: Class 9 contains 73611 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 105415 members 
Mstep: Class 12 contains 99369 members 
Mstep: Class 13 contains 97003 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 68789 members 
Mstep: Class 17 contains 25205 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8533 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4784 members 
Mstep: Class 26 contains 18239 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9455 members 
Mstep: Class 30 contains 34571 members 
Mstep: Class 31 contains 43413 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2952 members 
Mstep: Class 35 contains 17844 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785160.000000 Penalty: 89247.812500
Iteration 357Q: 41 clusters Score -1.117852e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105035 members 
Mstep: Class 2 contains 11418 members 
Mstep: Class 3 contains 7022 members 
Mstep: Class 4 contains 123944 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5199 members 
Mstep: Class 8 contains 9718 members 
Mstep: Class 9 contains 73592 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 105409 members 
Mstep: Class 12 contains 99370 members 
Mstep: Class 13 contains 97023 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 68766 members 
Mstep: Class 17 contains 25205 members 
Mstep: Class 18 contains 14307 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8537 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4784 members 
Mstep: Class 26 contains 18230 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9455 members 
Mstep: Class 30 contains 34565 members 
Mstep: Class 31 contains 43431 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2951 members 
Mstep: Class 35 contains 17844 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785120.000000 Penalty: 89247.812500
Iteration 358Q: 41 clusters Score -1.117851e+08 nChanged 387
Entering ConstructFrom: 
Score: -111785120.000000 Penalty: 89247.812500
Entering ConstructFrom: 
Trying to split cluster 1 (105052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105052 members 
Entering Unmasked Estep 
Score: -13167490.000000 Penalty: 1878.859253
	Iteration 0F: 2 clusters Score -1.316749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52472 members 
Mstep: Class 2 contains 52580 members 
Entering Unmasked Estep 
Score: -13101149.000000 Penalty: 3757.718506
	Iteration 0F: 3 clusters Score -1.310115e+07 nChanged 50313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52269 members 
Mstep: Class 2 contains 52783 members 
Entering Unmasked Estep 
Score: -13130498.000000 Penalty: 3757.718506
	Iteration 1F: 3 clusters Score -1.31305e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52234 members 
Mstep: Class 2 contains 52818 members 
Entering Unmasked Estep 
Score: -13131440.000000 Penalty: 3757.718506
	Iteration 2Q: 3 clusters Score -1.313144e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52208 members 
Mstep: Class 2 contains 52844 members 
Entering Unmasked Estep 
Score: -13132428.000000 Penalty: 3757.718506
	Iteration 3Q: 3 clusters Score -1.313243e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52152 members 
Mstep: Class 2 contains 52900 members 
Entering Unmasked Estep 
Score: -13133677.000000 Penalty: 3757.718506
	Iteration 4Q: 3 clusters Score -1.313368e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 52974 members 
Entering Unmasked Estep 
Score: -13135403.000000 Penalty: 3757.718506
	Iteration 5Q: 3 clusters Score -1.31354e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51850 members 
Mstep: Class 2 contains 53202 members 
Entering Unmasked Estep 
Score: -13137677.000000 Penalty: 3757.718506
	Iteration 6Q: 3 clusters Score -1.313768e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51543 members 
Mstep: Class 2 contains 53509 members 
Entering Unmasked Estep 
Score: -13140571.000000 Penalty: 3757.718506
	Iteration 7F: 3 clusters Score -1.314057e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 53831 members 
Entering Unmasked Estep 
Score: -13144408.000000 Penalty: 3757.718506
	Iteration 8F: 3 clusters Score -1.314441e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50968 members 
Mstep: Class 2 contains 54084 members 
Entering Unmasked Estep 
Score: -13148753.000000 Penalty: 3757.718506
	Iteration 9F: 3 clusters Score -1.314875e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50847 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
Score: -13152168.000000 Penalty: 3757.718506
	Iteration 10F: 3 clusters Score -1.315217e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 54301 members 
Entering Unmasked Estep 
Score: -13154008.000000 Penalty: 3757.718506
	Iteration 11Q: 3 clusters Score -1.315401e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50668 members 
Mstep: Class 2 contains 54384 members 
Entering Unmasked Estep 
Score: -13154926.000000 Penalty: 3757.718506
	Iteration 12Q: 3 clusters Score -1.315493e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50584 members 
Mstep: Class 2 contains 54468 members 
Entering Unmasked Estep 
Score: -13155401.000000 Penalty: 3757.718506
	Iteration 13Q: 3 clusters Score -1.31554e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50569 members 
Mstep: Class 2 contains 54483 members 
Entering Unmasked Estep 
Score: -13155569.000000 Penalty: 3757.718506
	Iteration 14Q: 3 clusters Score -1.315557e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 54443 members 
Entering Unmasked Estep 
Score: -13155802.000000 Penalty: 3757.718506
	Iteration 15Q: 3 clusters Score -1.31558e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50651 members 
Mstep: Class 2 contains 54401 members 
Entering Unmasked Estep 
Score: -13156119.000000 Penalty: 3757.718506
	Iteration 16Q: 3 clusters Score -1.315612e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -13156439.000000 Penalty: 3757.718506
	Iteration 17Q: 3 clusters Score -1.315644e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50826 members 
Mstep: Class 2 contains 54226 members 
Entering Unmasked Estep 
Score: -13156639.000000 Penalty: 3757.718506
	Iteration 18Q: 3 clusters Score -1.315664e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50946 members 
Mstep: Class 2 contains 54106 members 
Entering Unmasked Estep 
Score: -13156884.000000 Penalty: 3757.718506
	Iteration 19Q: 3 clusters Score -1.315688e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51085 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -13157094.000000 Penalty: 3757.718506
	Iteration 20F: 3 clusters Score -1.315709e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51193 members 
Mstep: Class 2 contains 53859 members 
Entering Unmasked Estep 
Score: -13157280.000000 Penalty: 3757.718506
	Iteration 21Q: 3 clusters Score -1.315728e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51379 members 
Mstep: Class 2 contains 53673 members 
Entering Unmasked Estep 
Score: -13157454.000000 Penalty: 3757.718506
	Iteration 22Q: 3 clusters Score -1.315745e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51629 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
Score: -13157604.000000 Penalty: 3757.718506
	Iteration 23Q: 3 clusters Score -1.31576e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51896 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -13157747.000000 Penalty: 3757.718506
	Iteration 24Q: 3 clusters Score -1.315775e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 52808 members 
Entering Unmasked Estep 
Score: -13157857.000000 Penalty: 3757.718506
	Iteration 25Q: 3 clusters Score -1.315786e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52606 members 
Mstep: Class 2 contains 52446 members 
Entering Unmasked Estep 
Score: -13158001.000000 Penalty: 3757.718506
	Iteration 26Q: 3 clusters Score -1.3158e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53040 members 
Mstep: Class 2 contains 52012 members 
Entering Unmasked Estep 
Score: -13158124.000000 Penalty: 3757.718506
	Iteration 27Q: 3 clusters Score -1.315812e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53550 members 
Mstep: Class 2 contains 51502 members 
Entering Unmasked Estep 
Score: -13158279.000000 Penalty: 3757.718506
	Iteration 28Q: 3 clusters Score -1.315828e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54092 members 
Mstep: Class 2 contains 50960 members 
Entering Unmasked Estep 
Score: -13158403.000000 Penalty: 3757.718506
	Iteration 29Q: 3 clusters Score -1.31584e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -13158446.000000 Penalty: 3757.718506
	Iteration 30Q: 3 clusters Score -1.315845e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55368 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -13158624.000000 Penalty: 3757.718506
	Iteration 31Q: 3 clusters Score -1.315862e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56102 members 
Mstep: Class 2 contains 48950 members 
Entering Unmasked Estep 
Score: -13158717.000000 Penalty: 3757.718506
	Iteration 32Q: 3 clusters Score -1.315872e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56876 members 
Mstep: Class 2 contains 48176 members 
Entering Unmasked Estep 
Score: -13158906.000000 Penalty: 3757.718506
	Iteration 33Q: 3 clusters Score -1.315891e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57730 members 
Mstep: Class 2 contains 47322 members 
Entering Unmasked Estep 
Score: -13159001.000000 Penalty: 3757.718506
	Iteration 34Q: 3 clusters Score -1.3159e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58667 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -13159267.000000 Penalty: 3757.718506
	Iteration 35Q: 3 clusters Score -1.315927e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59653 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -13159490.000000 Penalty: 3757.718506
	Iteration 36Q: 3 clusters Score -1.315949e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60746 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -13159852.000000 Penalty: 3757.718506
	Iteration 37Q: 3 clusters Score -1.315985e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61908 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -13160147.000000 Penalty: 3757.718506
	Iteration 38Q: 3 clusters Score -1.316015e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63136 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -13160527.000000 Penalty: 3757.718506
	Iteration 39Q: 3 clusters Score -1.316053e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64401 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -13160832.000000 Penalty: 3757.718506
	Iteration 40F: 3 clusters Score -1.316083e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65642 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -13161156.000000 Penalty: 3757.718506
	Iteration 41Q: 3 clusters Score -1.316116e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66905 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -13161510.000000 Penalty: 3757.718506
	Iteration 42Q: 3 clusters Score -1.316151e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68132 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -13161816.000000 Penalty: 3757.718506
	Iteration 43Q: 3 clusters Score -1.316182e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69298 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -13162054.000000 Penalty: 3757.718506
	Iteration 44Q: 3 clusters Score -1.316205e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70470 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -13162339.000000 Penalty: 3757.718506
	Iteration 45Q: 3 clusters Score -1.316234e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71648 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -13162591.000000 Penalty: 3757.718506
	Iteration 46Q: 3 clusters Score -1.316259e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72789 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -13162914.000000 Penalty: 3757.718506
	Iteration 47Q: 3 clusters Score -1.316291e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73927 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -13163143.000000 Penalty: 3757.718506
	Iteration 48Q: 3 clusters Score -1.316314e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75042 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -13163370.000000 Penalty: 3757.718506
	Iteration 49Q: 3 clusters Score -1.316337e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76086 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -13163679.000000 Penalty: 3757.718506
	Iteration 50Q: 3 clusters Score -1.316368e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77086 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -13163949.000000 Penalty: 3757.718506
	Iteration 51Q: 3 clusters Score -1.316395e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78054 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -13164176.000000 Penalty: 3757.718506
	Iteration 52Q: 3 clusters Score -1.316418e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78989 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -13164373.000000 Penalty: 3757.718506
	Iteration 53Q: 3 clusters Score -1.316437e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79851 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -13164550.000000 Penalty: 3757.718506
	Iteration 54Q: 3 clusters Score -1.316455e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80686 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -13164759.000000 Penalty: 3757.718506
	Iteration 55Q: 3 clusters Score -1.316476e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81521 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -13164973.000000 Penalty: 3757.718506
	Iteration 56Q: 3 clusters Score -1.316497e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82339 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -13165196.000000 Penalty: 3757.718506
	Iteration 57Q: 3 clusters Score -1.31652e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83155 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -13165434.000000 Penalty: 3757.718506
	Iteration 58Q: 3 clusters Score -1.316543e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83928 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -13165656.000000 Penalty: 3757.718506
	Iteration 59Q: 3 clusters Score -1.316566e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84655 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -13165860.000000 Penalty: 3757.718506
	Iteration 60F: 3 clusters Score -1.316586e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85334 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -13166002.000000 Penalty: 3757.718506
	Iteration 61Q: 3 clusters Score -1.3166e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85969 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -13166162.000000 Penalty: 3757.718506
	Iteration 62Q: 3 clusters Score -1.316616e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86578 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -13166271.000000 Penalty: 3757.718506
	Iteration 63Q: 3 clusters Score -1.316627e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87161 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -13166355.000000 Penalty: 3757.718506
	Iteration 64Q: 3 clusters Score -1.316636e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87723 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -13166477.000000 Penalty: 3757.718506
	Iteration 65Q: 3 clusters Score -1.316648e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88261 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -13166573.000000 Penalty: 3757.718506
	Iteration 66Q: 3 clusters Score -1.316657e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88775 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -13166657.000000 Penalty: 3757.718506
	Iteration 67Q: 3 clusters Score -1.316666e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89262 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -13166749.000000 Penalty: 3757.718506
	Iteration 68Q: 3 clusters Score -1.316675e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89738 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -13166819.000000 Penalty: 3757.718506
	Iteration 69Q: 3 clusters Score -1.316682e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90222 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -13166907.000000 Penalty: 3757.718506
	Iteration 70Q: 3 clusters Score -1.316691e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90724 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -13166966.000000 Penalty: 3757.718506
	Iteration 71Q: 3 clusters Score -1.316697e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -13167046.000000 Penalty: 3757.718506
	Iteration 72Q: 3 clusters Score -1.316705e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91687 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -13167144.000000 Penalty: 3757.718506
	Iteration 73Q: 3 clusters Score -1.316714e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92149 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -13167220.000000 Penalty: 3757.718506
	Iteration 74Q: 3 clusters Score -1.316722e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92604 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -13167253.000000 Penalty: 3757.718506
	Iteration 75Q: 3 clusters Score -1.316725e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93078 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -13167343.000000 Penalty: 3757.718506
	Iteration 76Q: 3 clusters Score -1.316734e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93526 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -13167378.000000 Penalty: 3757.718506
	Iteration 77Q: 3 clusters Score -1.316738e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93976 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -13167454.000000 Penalty: 3757.718506
	Iteration 78Q: 3 clusters Score -1.316745e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94421 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -13167479.000000 Penalty: 3757.718506
	Iteration 79Q: 3 clusters Score -1.316748e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94862 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -13167494.000000 Penalty: 3757.718506
	Iteration 80F: 3 clusters Score -1.316749e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95307 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -13167555.000000 Penalty: 3757.718506
	Iteration 81Q: 3 clusters Score -1.316756e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95767 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -13167578.000000 Penalty: 3757.718506
	Iteration 82Q: 3 clusters Score -1.316758e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96233 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -13167579.000000 Penalty: 3757.718506
	Iteration 83Q: 3 clusters Score -1.316758e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96673 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -13167562.000000 Penalty: 3757.718506
	Iteration 84Q: 3 clusters Score -1.316756e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97126 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -13167575.000000 Penalty: 3757.718506
	Iteration 85Q: 3 clusters Score -1.316758e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97563 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -13167618.000000 Penalty: 3757.718506
	Iteration 86Q: 3 clusters Score -1.316762e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97979 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -13167628.000000 Penalty: 3757.718506
	Iteration 87Q: 3 clusters Score -1.316763e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98387 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -13167602.000000 Penalty: 3757.718506
	Iteration 88Q: 3 clusters Score -1.31676e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98777 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -13167585.000000 Penalty: 3757.718506
	Iteration 89Q: 3 clusters Score -1.316758e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99155 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -13167587.000000 Penalty: 3757.718506
	Iteration 90Q: 3 clusters Score -1.316759e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99511 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -13167626.000000 Penalty: 3757.718506
	Iteration 91Q: 3 clusters Score -1.316763e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99837 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -13167621.000000 Penalty: 3757.718506
	Iteration 92Q: 3 clusters Score -1.316762e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100138 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -13167635.000000 Penalty: 3757.718506
	Iteration 93Q: 3 clusters Score -1.316764e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100434 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -13167668.000000 Penalty: 3757.718506
	Iteration 94Q: 3 clusters Score -1.316767e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100708 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -13167650.000000 Penalty: 3757.718506
	Iteration 95Q: 3 clusters Score -1.316765e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100952 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -13167651.000000 Penalty: 3757.718506
	Iteration 96Q: 3 clusters Score -1.316765e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101152 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -13167620.000000 Penalty: 3757.718506
	Iteration 97Q: 3 clusters Score -1.316762e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101342 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -13167589.000000 Penalty: 3757.718506
	Iteration 98Q: 3 clusters Score -1.316759e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101504 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -13167548.000000 Penalty: 3757.718506
	Iteration 99Q: 3 clusters Score -1.316755e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101647 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -13167548.000000 Penalty: 3757.718506
	Iteration 100F: 3 clusters Score -1.316755e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101776 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -13167515.000000 Penalty: 3757.718506
	Iteration 101Q: 3 clusters Score -1.316752e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101873 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -13167486.000000 Penalty: 3757.718506
	Iteration 102Q: 3 clusters Score -1.316749e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101959 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -13167473.000000 Penalty: 3757.718506
	Iteration 103Q: 3 clusters Score -1.316747e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102023 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -13167441.000000 Penalty: 3757.718506
	Iteration 104Q: 3 clusters Score -1.316744e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102080 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -13167470.000000 Penalty: 3757.718506
	Iteration 105Q: 3 clusters Score -1.316747e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102143 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -13167429.000000 Penalty: 3757.718506
	Iteration 106Q: 3 clusters Score -1.316743e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102197 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -13167429.000000 Penalty: 3757.718506
	Iteration 107Q: 3 clusters Score -1.316743e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102248 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -13167410.000000 Penalty: 3757.718506
	Iteration 108Q: 3 clusters Score -1.316741e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102303 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -13167398.000000 Penalty: 3757.718506
	Iteration 109Q: 3 clusters Score -1.31674e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102346 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -13167417.000000 Penalty: 3757.718506
	Iteration 110Q: 3 clusters Score -1.316742e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102379 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -13167387.000000 Penalty: 3757.718506
	Iteration 111Q: 3 clusters Score -1.316739e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102410 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -13167377.000000 Penalty: 3757.718506
	Iteration 112Q: 3 clusters Score -1.316738e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102450 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -13167372.000000 Penalty: 3757.718506
	Iteration 113Q: 3 clusters Score -1.316737e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102490 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -13167367.000000 Penalty: 3757.718506
	Iteration 114Q: 3 clusters Score -1.316737e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102522 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -13167340.000000 Penalty: 3757.718506
	Iteration 115Q: 3 clusters Score -1.316734e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102543 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -13167327.000000 Penalty: 3757.718506
	Iteration 116Q: 3 clusters Score -1.316733e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102567 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -13167333.000000 Penalty: 3757.718506
	Iteration 117Q: 3 clusters Score -1.316733e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102596 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -13167327.000000 Penalty: 3757.718506
	Iteration 118Q: 3 clusters Score -1.316733e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102632 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -13167317.000000 Penalty: 3757.718506
	Iteration 119Q: 3 clusters Score -1.316732e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102667 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -13167289.000000 Penalty: 3757.718506
	Iteration 120F: 3 clusters Score -1.316729e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102703 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -13167280.000000 Penalty: 3757.718506
	Iteration 121Q: 3 clusters Score -1.316728e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102742 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -13167274.000000 Penalty: 3757.718506
	Iteration 122Q: 3 clusters Score -1.316727e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102779 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -13167284.000000 Penalty: 3757.718506
	Iteration 123Q: 3 clusters Score -1.316728e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102809 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -13167287.000000 Penalty: 3757.718506
	Iteration 124Q: 3 clusters Score -1.316729e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102841 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -13167288.000000 Penalty: 3757.718506
	Iteration 125Q: 3 clusters Score -1.316729e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102872 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -13167289.000000 Penalty: 3757.718506
	Iteration 126Q: 3 clusters Score -1.316729e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102895 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -13167270.000000 Penalty: 3757.718506
	Iteration 127Q: 3 clusters Score -1.316727e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102918 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -13167271.000000 Penalty: 3757.718506
	Iteration 128Q: 3 clusters Score -1.316727e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102937 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -13167255.000000 Penalty: 3757.718506
	Iteration 129Q: 3 clusters Score -1.316726e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102946 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -13167260.000000 Penalty: 3757.718506
	Iteration 130Q: 3 clusters Score -1.316726e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102957 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -13167260.000000 Penalty: 3757.718506
	Iteration 131Q: 3 clusters Score -1.316726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102964 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -13167254.000000 Penalty: 3757.718506
	Iteration 132Q: 3 clusters Score -1.316725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102968 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -13167249.000000 Penalty: 3757.718506
	Iteration 133Q: 3 clusters Score -1.316725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102968 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -13167249.000000 Penalty: 3757.718506
	Iteration 134Q: 3 clusters Score -1.316725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102968 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -13167249.000000 Penalty: 3757.718506
	Iteration 135F: 3 clusters Score -1.316725e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Entering Unmasked Estep 
Score: -1328083.500000 Penalty: 1518.186157
	Iteration 0F: 2 clusters Score -1328084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1320056.500000 Penalty: 3036.372314
	Iteration 0F: 3 clusters Score -1320056 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1323160.000000 Penalty: 3036.372314
	Iteration 1F: 3 clusters Score -1323160 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1323798.875000 Penalty: 3036.372314
	Iteration 2F: 3 clusters Score -1323799 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1324507.625000 Penalty: 3036.372314
	Iteration 3F: 3 clusters Score -1324508 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1325218.250000 Penalty: 3036.372314
	Iteration 4F: 3 clusters Score -1325218 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1325805.500000 Penalty: 3036.372314
	Iteration 5F: 3 clusters Score -1325806 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1326205.000000 Penalty: 3036.372314
	Iteration 6F: 3 clusters Score -1326205 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1326502.750000 Penalty: 3036.372314
	Iteration 7Q: 3 clusters Score -1326503 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1326685.250000 Penalty: 3036.372314
	Iteration 8Q: 3 clusters Score -1326685 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1326812.375000 Penalty: 3036.372314
	Iteration 9Q: 3 clusters Score -1326812 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1326907.375000 Penalty: 3036.372314
	Iteration 10Q: 3 clusters Score -1326907 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1327003.625000 Penalty: 3036.372314
	Iteration 11Q: 3 clusters Score -1327004 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1327100.125000 Penalty: 3036.372314
	Iteration 12Q: 3 clusters Score -1327100 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1327188.625000 Penalty: 3036.372314
	Iteration 13Q: 3 clusters Score -1327189 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1327264.250000 Penalty: 3036.372314
	Iteration 14Q: 3 clusters Score -1327264 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1327326.125000 Penalty: 3036.372314
	Iteration 15Q: 3 clusters Score -1327326 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1327377.125000 Penalty: 3036.372314
	Iteration 16Q: 3 clusters Score -1327377 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1327415.625000 Penalty: 3036.372314
	Iteration 17Q: 3 clusters Score -1327416 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1327438.625000 Penalty: 3036.372314
	Iteration 18Q: 3 clusters Score -1327439 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1327463.125000 Penalty: 3036.372314
	Iteration 19Q: 3 clusters Score -1327463 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1327492.875000 Penalty: 3036.372314
	Iteration 20F: 3 clusters Score -1327493 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1327511.125000 Penalty: 3036.372314
	Iteration 21Q: 3 clusters Score -1327511 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1327525.000000 Penalty: 3036.372314
	Iteration 22Q: 3 clusters Score -1327525 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1327538.125000 Penalty: 3036.372314
	Iteration 23Q: 3 clusters Score -1327538 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1327548.375000 Penalty: 3036.372314
	Iteration 24Q: 3 clusters Score -1327548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1327561.625000 Penalty: 3036.372314
	Iteration 25Q: 3 clusters Score -1327562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1327570.750000 Penalty: 3036.372314
	Iteration 26Q: 3 clusters Score -1327571 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1327580.125000 Penalty: 3036.372314
	Iteration 27Q: 3 clusters Score -1327580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1327582.250000 Penalty: 3036.372314
	Iteration 28Q: 3 clusters Score -1327582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1327581.250000 Penalty: 3036.372314
	Iteration 29Q: 3 clusters Score -1327581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1327587.375000 Penalty: 3036.372314
	Iteration 30Q: 3 clusters Score -1327587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1327593.000000 Penalty: 3036.372314
	Iteration 31Q: 3 clusters Score -1327593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1327595.625000 Penalty: 3036.372314
	Iteration 32Q: 3 clusters Score -1327596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1327597.125000 Penalty: 3036.372314
	Iteration 33Q: 3 clusters Score -1327597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1327599.500000 Penalty: 3036.372314
	Iteration 34Q: 3 clusters Score -1327600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1327602.000000 Penalty: 3036.372314
	Iteration 35Q: 3 clusters Score -1327602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1327602.250000 Penalty: 3036.372314
	Iteration 36Q: 3 clusters Score -1327602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1327603.500000 Penalty: 3036.372314
	Iteration 37Q: 3 clusters Score -1327604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1327607.125000 Penalty: 3036.372314
	Iteration 38Q: 3 clusters Score -1327607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1327613.125000 Penalty: 3036.372314
	Iteration 39Q: 3 clusters Score -1327613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1327615.000000 Penalty: 3036.372314
	Iteration 40F: 3 clusters Score -1327615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1327616.250000 Penalty: 3036.372314
	Iteration 41Q: 3 clusters Score -1327616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1327618.375000 Penalty: 3036.372314
	Iteration 42Q: 3 clusters Score -1327618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1327624.375000 Penalty: 3036.372314
	Iteration 43Q: 3 clusters Score -1327624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1327628.750000 Penalty: 3036.372314
	Iteration 44Q: 3 clusters Score -1327629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1327634.500000 Penalty: 3036.372314
	Iteration 45Q: 3 clusters Score -1327634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1327636.750000 Penalty: 3036.372314
	Iteration 46Q: 3 clusters Score -1327637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1327638.250000 Penalty: 3036.372314
	Iteration 47Q: 3 clusters Score -1327638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1327641.125000 Penalty: 3036.372314
	Iteration 48Q: 3 clusters Score -1327641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1327643.250000 Penalty: 3036.372314
	Iteration 49Q: 3 clusters Score -1327643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1327643.000000 Penalty: 3036.372314
	Iteration 50Q: 3 clusters Score -1327643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1327645.500000 Penalty: 3036.372314
	Iteration 51Q: 3 clusters Score -1327646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1327643.375000 Penalty: 3036.372314
	Iteration 52Q: 3 clusters Score -1327643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1327647.250000 Penalty: 3036.372314
	Iteration 53Q: 3 clusters Score -1327647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1327648.375000 Penalty: 3036.372314
	Iteration 54Q: 3 clusters Score -1327648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1327647.250000 Penalty: 3036.372314
	Iteration 55Q: 3 clusters Score -1327647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1327648.875000 Penalty: 3036.372314
	Iteration 56Q: 3 clusters Score -1327649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1327648.000000 Penalty: 3036.372314
	Iteration 57Q: 3 clusters Score -1327648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1327648.000000 Penalty: 3036.372314
	Iteration 58Q: 3 clusters Score -1327648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1327648.125000 Penalty: 3036.372314
	Iteration 59Q: 3 clusters Score -1327648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1327648.125000 Penalty: 3036.372314
	Iteration 60F: 3 clusters Score -1327648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -837354.750000 Penalty: 1439.184326
	Iteration 0F: 2 clusters Score -837354.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -832129.687500 Penalty: 2878.368652
	Iteration 0F: 3 clusters Score -832129.7 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -833737.250000 Penalty: 2878.368652
	Iteration 1F: 3 clusters Score -833737.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -834013.875000 Penalty: 2878.368652
	Iteration 2F: 3 clusters Score -834013.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -834200.312500 Penalty: 2878.368652
	Iteration 3F: 3 clusters Score -834200.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -834377.437500 Penalty: 2878.368652
	Iteration 4Q: 3 clusters Score -834377.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -834570.375000 Penalty: 2878.368652
	Iteration 5Q: 3 clusters Score -834570.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -834740.125000 Penalty: 2878.368652
	Iteration 6Q: 3 clusters Score -834740.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -834880.125000 Penalty: 2878.368652
	Iteration 7Q: 3 clusters Score -834880.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -834975.125000 Penalty: 2878.368652
	Iteration 8Q: 3 clusters Score -834975.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -835043.125000 Penalty: 2878.368652
	Iteration 9Q: 3 clusters Score -835043.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -835103.875000 Penalty: 2878.368652
	Iteration 10Q: 3 clusters Score -835103.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -835142.812500 Penalty: 2878.368652
	Iteration 11Q: 3 clusters Score -835142.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -835189.375000 Penalty: 2878.368652
	Iteration 12Q: 3 clusters Score -835189.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -835238.875000 Penalty: 2878.368652
	Iteration 13Q: 3 clusters Score -835238.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -835284.500000 Penalty: 2878.368652
	Iteration 14Q: 3 clusters Score -835284.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -835334.437500 Penalty: 2878.368652
	Iteration 15Q: 3 clusters Score -835334.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -835388.375000 Penalty: 2878.368652
	Iteration 16Q: 3 clusters Score -835388.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -835462.437500 Penalty: 2878.368652
	Iteration 17Q: 3 clusters Score -835462.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -835556.750000 Penalty: 2878.368652
	Iteration 18Q: 3 clusters Score -835556.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -835663.000000 Penalty: 2878.368652
	Iteration 19Q: 3 clusters Score -835663 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -835781.375000 Penalty: 2878.368652
	Iteration 20F: 3 clusters Score -835781.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -835895.625000 Penalty: 2878.368652
	Iteration 21Q: 3 clusters Score -835895.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -836020.062500 Penalty: 2878.368652
	Iteration 22Q: 3 clusters Score -836020.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -836138.250000 Penalty: 2878.368652
	Iteration 23Q: 3 clusters Score -836138.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -836225.250000 Penalty: 2878.368652
	Iteration 24Q: 3 clusters Score -836225.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -836290.125000 Penalty: 2878.368652
	Iteration 25Q: 3 clusters Score -836290.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -836336.125000 Penalty: 2878.368652
	Iteration 26Q: 3 clusters Score -836336.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -836371.250000 Penalty: 2878.368652
	Iteration 27Q: 3 clusters Score -836371.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -836392.437500 Penalty: 2878.368652
	Iteration 28Q: 3 clusters Score -836392.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -836405.250000 Penalty: 2878.368652
	Iteration 29Q: 3 clusters Score -836405.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -836419.687500 Penalty: 2878.368652
	Iteration 30Q: 3 clusters Score -836419.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -836426.125000 Penalty: 2878.368652
	Iteration 31Q: 3 clusters Score -836426.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -836435.312500 Penalty: 2878.368652
	Iteration 32Q: 3 clusters Score -836435.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -836441.375000 Penalty: 2878.368652
	Iteration 33Q: 3 clusters Score -836441.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -836448.250000 Penalty: 2878.368652
	Iteration 34Q: 3 clusters Score -836448.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -836450.750000 Penalty: 2878.368652
	Iteration 35Q: 3 clusters Score -836450.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -836452.937500 Penalty: 2878.368652
	Iteration 36Q: 3 clusters Score -836452.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -836455.062500 Penalty: 2878.368652
	Iteration 37Q: 3 clusters Score -836455.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -836456.000000 Penalty: 2878.368652
	Iteration 38Q: 3 clusters Score -836456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -836457.687500 Penalty: 2878.368652
	Iteration 39Q: 3 clusters Score -836457.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -836458.312500 Penalty: 2878.368652
	Iteration 40F: 3 clusters Score -836458.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -836459.437500 Penalty: 2878.368652
	Iteration 41Q: 3 clusters Score -836459.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -836461.937500 Penalty: 2878.368652
	Iteration 42Q: 3 clusters Score -836461.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -836463.687500 Penalty: 2878.368652
	Iteration 43Q: 3 clusters Score -836463.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -836464.875000 Penalty: 2878.368652
	Iteration 44Q: 3 clusters Score -836464.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -836465.812500 Penalty: 2878.368652
	Iteration 45Q: 3 clusters Score -836465.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -836465.812500 Penalty: 2878.368652
	Iteration 46Q: 3 clusters Score -836465.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -836465.812500 Penalty: 2878.368652
	Iteration 47F: 3 clusters Score -836465.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (123941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123941 members 
Entering Unmasked Estep 
Score: -15481334.000000 Penalty: 1905.728638
	Iteration 0F: 2 clusters Score -1.548133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62305 members 
Mstep: Class 2 contains 61636 members 
Entering Unmasked Estep 
Score: -15405582.000000 Penalty: 3811.457275
	Iteration 0F: 3 clusters Score -1.540558e+07 nChanged 59785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67142 members 
Mstep: Class 2 contains 56799 members 
Entering Unmasked Estep 
Score: -15440574.000000 Penalty: 3811.457275
	Iteration 1F: 3 clusters Score -1.544057e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70091 members 
Mstep: Class 2 contains 53850 members 
Entering Unmasked Estep 
Score: -15441637.000000 Penalty: 3811.457275
	Iteration 2Q: 3 clusters Score -1.544164e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74748 members 
Mstep: Class 2 contains 49193 members 
Entering Unmasked Estep 
Score: -15443684.000000 Penalty: 3811.457275
	Iteration 3Q: 3 clusters Score -1.544368e+07 nChanged 7321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81861 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -15447793.000000 Penalty: 3811.457275
	Iteration 4F: 3 clusters Score -1.544779e+07 nChanged 9914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91599 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -15455343.000000 Penalty: 3811.457275
	Iteration 5F: 3 clusters Score -1.545534e+07 nChanged 11459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102920 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -15466217.000000 Penalty: 3811.457275
	Iteration 6F: 3 clusters Score -1.546622e+07 nChanged 11028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113934 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -15474871.000000 Penalty: 3811.457275
	Iteration 7F: 3 clusters Score -1.547487e+07 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120798 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -15478780.000000 Penalty: 3811.457275
	Iteration 8F: 3 clusters Score -1.547878e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123153 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -15479367.000000 Penalty: 3811.457275
	Iteration 9Q: 3 clusters Score -1.547937e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123682 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -15479570.000000 Penalty: 3811.457275
	Iteration 10Q: 3 clusters Score -1.547957e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123778 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15479635.000000 Penalty: 3811.457275
	Iteration 11Q: 3 clusters Score -1.547964e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123805 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15479671.000000 Penalty: 3811.457275
	Iteration 12Q: 3 clusters Score -1.547967e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123817 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15479693.000000 Penalty: 3811.457275
	Iteration 13Q: 3 clusters Score -1.547969e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123822 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15479704.000000 Penalty: 3811.457275
	Iteration 14Q: 3 clusters Score -1.54797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123827 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15479717.000000 Penalty: 3811.457275
	Iteration 15Q: 3 clusters Score -1.547972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123828 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15479714.000000 Penalty: 3811.457275
	Iteration 16Q: 3 clusters Score -1.547971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123829 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15479720.000000 Penalty: 3811.457275
	Iteration 17Q: 3 clusters Score -1.547972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123829 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15479720.000000 Penalty: 3811.457275
	Iteration 18F: 3 clusters Score -1.547972e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Entering Unmasked Estep 
Score: -118453.218750 Penalty: 1139.907349
	Iteration 0F: 2 clusters Score -118453.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -117021.914062 Penalty: 2279.814697
	Iteration 0F: 3 clusters Score -117021.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -117358.390625 Penalty: 2279.814697
	Iteration 1F: 3 clusters Score -117358.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -117464.820312 Penalty: 2279.814697
	Iteration 2F: 3 clusters Score -117464.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -117591.742188 Penalty: 2279.814697
	Iteration 3F: 3 clusters Score -117591.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -117684.054688 Penalty: 2279.814697
	Iteration 4F: 3 clusters Score -117684.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -117751.921875 Penalty: 2279.814697
	Iteration 5Q: 3 clusters Score -117751.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -117806.132812 Penalty: 2279.814697
	Iteration 6Q: 3 clusters Score -117806.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -117844.179688 Penalty: 2279.814697
	Iteration 7Q: 3 clusters Score -117844.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -117874.867188 Penalty: 2279.814697
	Iteration 8Q: 3 clusters Score -117874.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -117895.851562 Penalty: 2279.814697
	Iteration 9Q: 3 clusters Score -117895.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -117915.390625 Penalty: 2279.814697
	Iteration 10Q: 3 clusters Score -117915.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -117926.554688 Penalty: 2279.814697
	Iteration 11Q: 3 clusters Score -117926.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -117940.343750 Penalty: 2279.814697
	Iteration 12Q: 3 clusters Score -117940.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -117953.648438 Penalty: 2279.814697
	Iteration 13Q: 3 clusters Score -117953.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -117965.828125 Penalty: 2279.814697
	Iteration 14Q: 3 clusters Score -117965.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -117984.015625 Penalty: 2279.814697
	Iteration 15Q: 3 clusters Score -117984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -117990.351562 Penalty: 2279.814697
	Iteration 16Q: 3 clusters Score -117990.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -118004.796875 Penalty: 2279.814697
	Iteration 17Q: 3 clusters Score -118004.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -118030.312500 Penalty: 2279.814697
	Iteration 18Q: 3 clusters Score -118030.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -118064.468750 Penalty: 2279.814697
	Iteration 19Q: 3 clusters Score -118064.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -118099.781250 Penalty: 2279.814697
	Iteration 20F: 3 clusters Score -118099.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -118135.343750 Penalty: 2279.814697
	Iteration 21Q: 3 clusters Score -118135.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -118194.757812 Penalty: 2279.814697
	Iteration 22Q: 3 clusters Score -118194.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -118217.656250 Penalty: 2279.814697
	Iteration 23Q: 3 clusters Score -118217.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -118240.578125 Penalty: 2279.814697
	Iteration 24Q: 3 clusters Score -118240.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -118251.914062 Penalty: 2279.814697
	Iteration 25Q: 3 clusters Score -118251.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -118256.617188 Penalty: 2279.814697
	Iteration 26Q: 3 clusters Score -118256.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -118260.492188 Penalty: 2279.814697
	Iteration 27Q: 3 clusters Score -118260.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -118262.953125 Penalty: 2279.814697
	Iteration 28Q: 3 clusters Score -118263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -118266.656250 Penalty: 2279.814697
	Iteration 29Q: 3 clusters Score -118266.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -118272.414062 Penalty: 2279.814697
	Iteration 30Q: 3 clusters Score -118272.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -118273.695312 Penalty: 2279.814697
	Iteration 31Q: 3 clusters Score -118273.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -118273.929688 Penalty: 2279.814697
	Iteration 32Q: 3 clusters Score -118273.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -118273.929688 Penalty: 2279.814697
	Iteration 33F: 3 clusters Score -118273.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Entering Unmasked Estep 
Score: -167647.625000 Penalty: 1189.370361
	Iteration 0F: 2 clusters Score -167647.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -165901.000000 Penalty: 2378.740723
	Iteration 0F: 3 clusters Score -165901 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -166371.515625 Penalty: 2378.740723
	Iteration 1F: 3 clusters Score -166371.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -166618.953125 Penalty: 2378.740723
	Iteration 2F: 3 clusters Score -166619 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -166804.375000 Penalty: 2378.740723
	Iteration 3F: 3 clusters Score -166804.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -166944.140625 Penalty: 2378.740723
	Iteration 4F: 3 clusters Score -166944.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -167037.843750 Penalty: 2378.740723
	Iteration 5F: 3 clusters Score -167037.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -167098.281250 Penalty: 2378.740723
	Iteration 6Q: 3 clusters Score -167098.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -167139.703125 Penalty: 2378.740723
	Iteration 7Q: 3 clusters Score -167139.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -167182.609375 Penalty: 2378.740723
	Iteration 8Q: 3 clusters Score -167182.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -167219.718750 Penalty: 2378.740723
	Iteration 9Q: 3 clusters Score -167219.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -167249.718750 Penalty: 2378.740723
	Iteration 10Q: 3 clusters Score -167249.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -167272.281250 Penalty: 2378.740723
	Iteration 11Q: 3 clusters Score -167272.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -167283.609375 Penalty: 2378.740723
	Iteration 12Q: 3 clusters Score -167283.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -167290.000000 Penalty: 2378.740723
	Iteration 13Q: 3 clusters Score -167290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -167298.828125 Penalty: 2378.740723
	Iteration 14Q: 3 clusters Score -167298.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -167310.875000 Penalty: 2378.740723
	Iteration 15Q: 3 clusters Score -167310.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -167325.500000 Penalty: 2378.740723
	Iteration 16Q: 3 clusters Score -167325.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -167340.046875 Penalty: 2378.740723
	Iteration 17Q: 3 clusters Score -167340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -167358.781250 Penalty: 2378.740723
	Iteration 18Q: 3 clusters Score -167358.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -167397.031250 Penalty: 2378.740723
	Iteration 19Q: 3 clusters Score -167397 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -167435.437500 Penalty: 2378.740723
	Iteration 20F: 3 clusters Score -167435.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -167476.703125 Penalty: 2378.740723
	Iteration 21Q: 3 clusters Score -167476.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -167497.000000 Penalty: 2378.740723
	Iteration 22Q: 3 clusters Score -167497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -167504.281250 Penalty: 2378.740723
	Iteration 23Q: 3 clusters Score -167504.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -167507.343750 Penalty: 2378.740723
	Iteration 24Q: 3 clusters Score -167507.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -167509.234375 Penalty: 2378.740723
	Iteration 25Q: 3 clusters Score -167509.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -167509.234375 Penalty: 2378.740723
	Iteration 26F: 3 clusters Score -167509.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Entering Unmasked Estep 
Score: -623781.125000 Penalty: 1390.386108
	Iteration 0F: 2 clusters Score -623781.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -619665.500000 Penalty: 2780.772217
	Iteration 0F: 3 clusters Score -619665.5 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -620930.187500 Penalty: 2780.772217
	Iteration 1F: 3 clusters Score -620930.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -621109.062500 Penalty: 2780.772217
	Iteration 2F: 3 clusters Score -621109.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -621219.500000 Penalty: 2780.772217
	Iteration 3Q: 3 clusters Score -621219.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -621295.312500 Penalty: 2780.772217
	Iteration 4Q: 3 clusters Score -621295.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -621355.437500 Penalty: 2780.772217
	Iteration 5Q: 3 clusters Score -621355.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -621414.437500 Penalty: 2780.772217
	Iteration 6Q: 3 clusters Score -621414.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -621465.562500 Penalty: 2780.772217
	Iteration 7Q: 3 clusters Score -621465.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -621518.000000 Penalty: 2780.772217
	Iteration 8Q: 3 clusters Score -621518 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -621578.000000 Penalty: 2780.772217
	Iteration 9Q: 3 clusters Score -621578 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -621643.062500 Penalty: 2780.772217
	Iteration 10Q: 3 clusters Score -621643.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -621709.687500 Penalty: 2780.772217
	Iteration 11Q: 3 clusters Score -621709.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -621773.125000 Penalty: 2780.772217
	Iteration 12Q: 3 clusters Score -621773.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -621828.187500 Penalty: 2780.772217
	Iteration 13Q: 3 clusters Score -621828.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -621911.687500 Penalty: 2780.772217
	Iteration 14Q: 3 clusters Score -621911.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -622013.625000 Penalty: 2780.772217
	Iteration 15Q: 3 clusters Score -622013.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -622108.250000 Penalty: 2780.772217
	Iteration 16Q: 3 clusters Score -622108.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -622215.187500 Penalty: 2780.772217
	Iteration 17Q: 3 clusters Score -622215.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -622312.937500 Penalty: 2780.772217
	Iteration 18Q: 3 clusters Score -622312.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -622388.000000 Penalty: 2780.772217
	Iteration 19Q: 3 clusters Score -622388 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -622444.812500 Penalty: 2780.772217
	Iteration 20F: 3 clusters Score -622444.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -622489.687500 Penalty: 2780.772217
	Iteration 21Q: 3 clusters Score -622489.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -622519.125000 Penalty: 2780.772217
	Iteration 22Q: 3 clusters Score -622519.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -622548.062500 Penalty: 2780.772217
	Iteration 23Q: 3 clusters Score -622548.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -622569.187500 Penalty: 2780.772217
	Iteration 24Q: 3 clusters Score -622569.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -622587.000000 Penalty: 2780.772217
	Iteration 25Q: 3 clusters Score -622587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -622600.687500 Penalty: 2780.772217
	Iteration 26Q: 3 clusters Score -622600.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -622618.437500 Penalty: 2780.772217
	Iteration 27Q: 3 clusters Score -622618.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -622637.500000 Penalty: 2780.772217
	Iteration 28Q: 3 clusters Score -622637.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -622652.250000 Penalty: 2780.772217
	Iteration 29Q: 3 clusters Score -622652.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -622666.125000 Penalty: 2780.772217
	Iteration 30Q: 3 clusters Score -622666.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -622677.312500 Penalty: 2780.772217
	Iteration 31Q: 3 clusters Score -622677.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -622689.500000 Penalty: 2780.772217
	Iteration 32Q: 3 clusters Score -622689.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -622704.750000 Penalty: 2780.772217
	Iteration 33Q: 3 clusters Score -622704.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -622717.500000 Penalty: 2780.772217
	Iteration 34Q: 3 clusters Score -622717.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -622744.500000 Penalty: 2780.772217
	Iteration 35Q: 3 clusters Score -622744.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -622765.875000 Penalty: 2780.772217
	Iteration 36Q: 3 clusters Score -622765.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -622779.375000 Penalty: 2780.772217
	Iteration 37Q: 3 clusters Score -622779.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -622782.687500 Penalty: 2780.772217
	Iteration 38Q: 3 clusters Score -622782.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -622783.375000 Penalty: 2780.772217
	Iteration 39Q: 3 clusters Score -622783.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -622783.375000 Penalty: 2780.772217
	Iteration 40F: 3 clusters Score -622783.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Entering Unmasked Estep 
Score: -1204643.000000 Penalty: 1492.031982
	Iteration 0F: 2 clusters Score -1204643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1197602.125000 Penalty: 2984.063965
	Iteration 0F: 3 clusters Score -1197602 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1199839.125000 Penalty: 2984.063965
	Iteration 1F: 3 clusters Score -1199839 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1200125.375000 Penalty: 2984.063965
	Iteration 2F: 3 clusters Score -1200125 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1200360.375000 Penalty: 2984.063965
	Iteration 3F: 3 clusters Score -1200360 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1200553.125000 Penalty: 2984.063965
	Iteration 4Q: 3 clusters Score -1200553 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1200704.625000 Penalty: 2984.063965
	Iteration 5Q: 3 clusters Score -1200705 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1200855.750000 Penalty: 2984.063965
	Iteration 6Q: 3 clusters Score -1200856 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1201003.000000 Penalty: 2984.063965
	Iteration 7Q: 3 clusters Score -1201003 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1201143.000000 Penalty: 2984.063965
	Iteration 8Q: 3 clusters Score -1201143 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1201290.000000 Penalty: 2984.063965
	Iteration 9Q: 3 clusters Score -1201290 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1201438.375000 Penalty: 2984.063965
	Iteration 10Q: 3 clusters Score -1201438 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1201607.875000 Penalty: 2984.063965
	Iteration 11Q: 3 clusters Score -1201608 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1201801.625000 Penalty: 2984.063965
	Iteration 12Q: 3 clusters Score -1201802 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1201998.500000 Penalty: 2984.063965
	Iteration 13Q: 3 clusters Score -1201998 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1202210.125000 Penalty: 2984.063965
	Iteration 14Q: 3 clusters Score -1202210 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1202407.625000 Penalty: 2984.063965
	Iteration 15Q: 3 clusters Score -1202408 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1202594.375000 Penalty: 2984.063965
	Iteration 16Q: 3 clusters Score -1202594 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1202759.625000 Penalty: 2984.063965
	Iteration 17Q: 3 clusters Score -1202760 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1202901.375000 Penalty: 2984.063965
	Iteration 18Q: 3 clusters Score -1202901 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1203039.125000 Penalty: 2984.063965
	Iteration 19Q: 3 clusters Score -1203039 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1203149.750000 Penalty: 2984.063965
	Iteration 20F: 3 clusters Score -1203150 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1203251.500000 Penalty: 2984.063965
	Iteration 21Q: 3 clusters Score -1203252 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1203308.500000 Penalty: 2984.063965
	Iteration 22Q: 3 clusters Score -1203308 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1203350.500000 Penalty: 2984.063965
	Iteration 23Q: 3 clusters Score -1203350 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1203377.875000 Penalty: 2984.063965
	Iteration 24Q: 3 clusters Score -1203378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1203395.875000 Penalty: 2984.063965
	Iteration 25Q: 3 clusters Score -1203396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1203409.000000 Penalty: 2984.063965
	Iteration 26Q: 3 clusters Score -1203409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1203419.125000 Penalty: 2984.063965
	Iteration 27Q: 3 clusters Score -1203419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1203435.000000 Penalty: 2984.063965
	Iteration 28Q: 3 clusters Score -1203435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1203442.250000 Penalty: 2984.063965
	Iteration 29Q: 3 clusters Score -1203442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1203447.000000 Penalty: 2984.063965
	Iteration 30Q: 3 clusters Score -1203447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1203449.875000 Penalty: 2984.063965
	Iteration 31Q: 3 clusters Score -1203450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1203458.250000 Penalty: 2984.063965
	Iteration 32Q: 3 clusters Score -1203458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1203461.375000 Penalty: 2984.063965
	Iteration 33Q: 3 clusters Score -1203461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1203464.000000 Penalty: 2984.063965
	Iteration 34Q: 3 clusters Score -1203464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1203462.875000 Penalty: 2984.063965
	Iteration 35Q: 3 clusters Score -1203463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1203464.000000 Penalty: 2984.063965
	Iteration 36Q: 3 clusters Score -1203464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1203464.125000 Penalty: 2984.063965
	Iteration 37Q: 3 clusters Score -1203464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1203464.125000 Penalty: 2984.063965
	Iteration 38F: 3 clusters Score -1203464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (73597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73597 members 
Entering Unmasked Estep 
Score: -9249556.000000 Penalty: 1821.033447
	Iteration 0F: 2 clusters Score -9249556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -9200506.000000 Penalty: 3642.066895
	Iteration 0F: 3 clusters Score -9200506 nChanged 35000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -9220769.000000 Penalty: 3642.066895
	Iteration 1F: 3 clusters Score -9220769 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -9221637.000000 Penalty: 3642.066895
	Iteration 2Q: 3 clusters Score -9221637 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -9222718.000000 Penalty: 3642.066895
	Iteration 3Q: 3 clusters Score -9222718 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -9224447.000000 Penalty: 3642.066895
	Iteration 4Q: 3 clusters Score -9224447 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
Score: -9226910.000000 Penalty: 3642.066895
	Iteration 5F: 3 clusters Score -9226910 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -9230179.000000 Penalty: 3642.066895
	Iteration 6F: 3 clusters Score -9230179 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -9233890.000000 Penalty: 3642.066895
	Iteration 7F: 3 clusters Score -9233890 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -9237446.000000 Penalty: 3642.066895
	Iteration 8F: 3 clusters Score -9237446 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47958 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -9240115.000000 Penalty: 3642.066895
	Iteration 9F: 3 clusters Score -9240115 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49582 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -9241761.000000 Penalty: 3642.066895
	Iteration 10Q: 3 clusters Score -9241761 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -9242906.000000 Penalty: 3642.066895
	Iteration 11Q: 3 clusters Score -9242906 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52517 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -9243627.000000 Penalty: 3642.066895
	Iteration 12Q: 3 clusters Score -9243627 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53871 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -9244271.000000 Penalty: 3642.066895
	Iteration 13Q: 3 clusters Score -9244271 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55165 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -9244849.000000 Penalty: 3642.066895
	Iteration 14Q: 3 clusters Score -9244849 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56373 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -9245371.000000 Penalty: 3642.066895
	Iteration 15Q: 3 clusters Score -9245371 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57461 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -9245679.000000 Penalty: 3642.066895
	Iteration 16Q: 3 clusters Score -9245679 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58447 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -9245933.000000 Penalty: 3642.066895
	Iteration 17Q: 3 clusters Score -9245933 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59369 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -9246197.000000 Penalty: 3642.066895
	Iteration 18Q: 3 clusters Score -9246197 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60240 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -9246354.000000 Penalty: 3642.066895
	Iteration 19Q: 3 clusters Score -9246354 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61091 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -9246556.000000 Penalty: 3642.066895
	Iteration 20F: 3 clusters Score -9246556 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61925 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -9246792.000000 Penalty: 3642.066895
	Iteration 21Q: 3 clusters Score -9246792 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62726 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -9246983.000000 Penalty: 3642.066895
	Iteration 22Q: 3 clusters Score -9246983 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63511 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -9247180.000000 Penalty: 3642.066895
	Iteration 23Q: 3 clusters Score -9247180 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64221 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -9247335.000000 Penalty: 3642.066895
	Iteration 24Q: 3 clusters Score -9247335 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64891 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -9247463.000000 Penalty: 3642.066895
	Iteration 25Q: 3 clusters Score -9247463 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65484 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -9247634.000000 Penalty: 3642.066895
	Iteration 26Q: 3 clusters Score -9247634 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66028 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -9247708.000000 Penalty: 3642.066895
	Iteration 27Q: 3 clusters Score -9247708 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66556 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -9247837.000000 Penalty: 3642.066895
	Iteration 28Q: 3 clusters Score -9247837 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -9247983.000000 Penalty: 3642.066895
	Iteration 29Q: 3 clusters Score -9247983 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67493 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -9248089.000000 Penalty: 3642.066895
	Iteration 30Q: 3 clusters Score -9248089 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67910 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -9248127.000000 Penalty: 3642.066895
	Iteration 31Q: 3 clusters Score -9248127 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68268 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -9248135.000000 Penalty: 3642.066895
	Iteration 32Q: 3 clusters Score -9248135 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68605 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -9248217.000000 Penalty: 3642.066895
	Iteration 33Q: 3 clusters Score -9248217 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68915 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -9248278.000000 Penalty: 3642.066895
	Iteration 34Q: 3 clusters Score -9248278 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69197 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -9248332.000000 Penalty: 3642.066895
	Iteration 35Q: 3 clusters Score -9248332 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69444 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -9248364.000000 Penalty: 3642.066895
	Iteration 36Q: 3 clusters Score -9248364 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69663 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -9248404.000000 Penalty: 3642.066895
	Iteration 37Q: 3 clusters Score -9248404 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69847 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -9248453.000000 Penalty: 3642.066895
	Iteration 38Q: 3 clusters Score -9248453 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70056 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -9248506.000000 Penalty: 3642.066895
	Iteration 39Q: 3 clusters Score -9248506 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70253 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -9248526.000000 Penalty: 3642.066895
	Iteration 40F: 3 clusters Score -9248526 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70437 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -9248564.000000 Penalty: 3642.066895
	Iteration 41Q: 3 clusters Score -9248564 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70587 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -9248572.000000 Penalty: 3642.066895
	Iteration 42Q: 3 clusters Score -9248572 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70720 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -9248609.000000 Penalty: 3642.066895
	Iteration 43Q: 3 clusters Score -9248609 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70818 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -9248591.000000 Penalty: 3642.066895
	Iteration 44Q: 3 clusters Score -9248591 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70894 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -9248603.000000 Penalty: 3642.066895
	Iteration 45Q: 3 clusters Score -9248603 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70955 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -9248613.000000 Penalty: 3642.066895
	Iteration 46Q: 3 clusters Score -9248613 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71018 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -9248605.000000 Penalty: 3642.066895
	Iteration 47Q: 3 clusters Score -9248605 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71077 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -9248605.000000 Penalty: 3642.066895
	Iteration 48Q: 3 clusters Score -9248605 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71132 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -9248609.000000 Penalty: 3642.066895
	Iteration 49Q: 3 clusters Score -9248609 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71184 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -9248622.000000 Penalty: 3642.066895
	Iteration 50Q: 3 clusters Score -9248622 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71227 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -9248623.000000 Penalty: 3642.066895
	Iteration 51Q: 3 clusters Score -9248623 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71261 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -9248619.000000 Penalty: 3642.066895
	Iteration 52Q: 3 clusters Score -9248619 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71296 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -9248623.000000 Penalty: 3642.066895
	Iteration 53Q: 3 clusters Score -9248623 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71323 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -9248610.000000 Penalty: 3642.066895
	Iteration 54Q: 3 clusters Score -9248610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71349 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -9248606.000000 Penalty: 3642.066895
	Iteration 55Q: 3 clusters Score -9248606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71377 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -9248620.000000 Penalty: 3642.066895
	Iteration 56Q: 3 clusters Score -9248620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71397 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -9248619.000000 Penalty: 3642.066895
	Iteration 57Q: 3 clusters Score -9248619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71415 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -9248613.000000 Penalty: 3642.066895
	Iteration 58Q: 3 clusters Score -9248613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71432 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -9248624.000000 Penalty: 3642.066895
	Iteration 59Q: 3 clusters Score -9248624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71454 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -9248617.000000 Penalty: 3642.066895
	Iteration 60F: 3 clusters Score -9248617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71472 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -9248613.000000 Penalty: 3642.066895
	Iteration 61Q: 3 clusters Score -9248613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71481 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -9248615.000000 Penalty: 3642.066895
	Iteration 62Q: 3 clusters Score -9248615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71488 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -9248614.000000 Penalty: 3642.066895
	Iteration 63Q: 3 clusters Score -9248614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71497 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -9248615.000000 Penalty: 3642.066895
	Iteration 64Q: 3 clusters Score -9248615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71508 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -9248606.000000 Penalty: 3642.066895
	Iteration 65Q: 3 clusters Score -9248606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71518 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -9248607.000000 Penalty: 3642.066895
	Iteration 66Q: 3 clusters Score -9248607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71521 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -9248607.000000 Penalty: 3642.066895
	Iteration 67Q: 3 clusters Score -9248607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71523 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -9248607.000000 Penalty: 3642.066895
	Iteration 68Q: 3 clusters Score -9248607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71525 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -9248607.000000 Penalty: 3642.066895
	Iteration 69Q: 3 clusters Score -9248607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71527 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -9248610.000000 Penalty: 3642.066895
	Iteration 70Q: 3 clusters Score -9248610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71528 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -9248611.000000 Penalty: 3642.066895
	Iteration 71Q: 3 clusters Score -9248611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71529 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -9248614.000000 Penalty: 3642.066895
	Iteration 72Q: 3 clusters Score -9248614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71530 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -9248604.000000 Penalty: 3642.066895
	Iteration 73Q: 3 clusters Score -9248604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71531 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -9248604.000000 Penalty: 3642.066895
	Iteration 74Q: 3 clusters Score -9248604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71531 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -9248604.000000 Penalty: 3642.066895
	Iteration 75F: 3 clusters Score -9248604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Entering Unmasked Estep 
Score: -307971.906250 Penalty: 1272.895630
	Iteration 0F: 2 clusters Score -307971.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -305567.906250 Penalty: 2545.791260
	Iteration 0F: 3 clusters Score -305567.9 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -306134.656250 Penalty: 2545.791260
	Iteration 1F: 3 clusters Score -306134.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -306267.500000 Penalty: 2545.791260
	Iteration 2F: 3 clusters Score -306267.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -306335.312500 Penalty: 2545.791260
	Iteration 3Q: 3 clusters Score -306335.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -306384.500000 Penalty: 2545.791260
	Iteration 4Q: 3 clusters Score -306384.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -306414.968750 Penalty: 2545.791260
	Iteration 5Q: 3 clusters Score -306415 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -306449.062500 Penalty: 2545.791260
	Iteration 6Q: 3 clusters Score -306449.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -306473.406250 Penalty: 2545.791260
	Iteration 7Q: 3 clusters Score -306473.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -306493.656250 Penalty: 2545.791260
	Iteration 8Q: 3 clusters Score -306493.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -306513.062500 Penalty: 2545.791260
	Iteration 9Q: 3 clusters Score -306513.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -306524.125000 Penalty: 2545.791260
	Iteration 10Q: 3 clusters Score -306524.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -306531.812500 Penalty: 2545.791260
	Iteration 11Q: 3 clusters Score -306531.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -306538.625000 Penalty: 2545.791260
	Iteration 12Q: 3 clusters Score -306538.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -306551.906250 Penalty: 2545.791260
	Iteration 13Q: 3 clusters Score -306551.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -306560.468750 Penalty: 2545.791260
	Iteration 14Q: 3 clusters Score -306560.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -306566.968750 Penalty: 2545.791260
	Iteration 15Q: 3 clusters Score -306567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -306575.718750 Penalty: 2545.791260
	Iteration 16Q: 3 clusters Score -306575.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -306584.187500 Penalty: 2545.791260
	Iteration 17Q: 3 clusters Score -306584.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -306594.625000 Penalty: 2545.791260
	Iteration 18Q: 3 clusters Score -306594.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -306601.656250 Penalty: 2545.791260
	Iteration 19Q: 3 clusters Score -306601.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -306606.625000 Penalty: 2545.791260
	Iteration 20F: 3 clusters Score -306606.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -306611.718750 Penalty: 2545.791260
	Iteration 21Q: 3 clusters Score -306611.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -306617.687500 Penalty: 2545.791260
	Iteration 22Q: 3 clusters Score -306617.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -306621.500000 Penalty: 2545.791260
	Iteration 23Q: 3 clusters Score -306621.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -306625.718750 Penalty: 2545.791260
	Iteration 24Q: 3 clusters Score -306625.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -306630.906250 Penalty: 2545.791260
	Iteration 25Q: 3 clusters Score -306630.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -306642.500000 Penalty: 2545.791260
	Iteration 26Q: 3 clusters Score -306642.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -306655.000000 Penalty: 2545.791260
	Iteration 27Q: 3 clusters Score -306655 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -306665.562500 Penalty: 2545.791260
	Iteration 28Q: 3 clusters Score -306665.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -306677.781250 Penalty: 2545.791260
	Iteration 29Q: 3 clusters Score -306677.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -306687.500000 Penalty: 2545.791260
	Iteration 30Q: 3 clusters Score -306687.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -306694.906250 Penalty: 2545.791260
	Iteration 31Q: 3 clusters Score -306694.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -306699.843750 Penalty: 2545.791260
	Iteration 32Q: 3 clusters Score -306699.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -306704.156250 Penalty: 2545.791260
	Iteration 33Q: 3 clusters Score -306704.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -306709.187500 Penalty: 2545.791260
	Iteration 34Q: 3 clusters Score -306709.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -306712.875000 Penalty: 2545.791260
	Iteration 35Q: 3 clusters Score -306712.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -306719.218750 Penalty: 2545.791260
	Iteration 36Q: 3 clusters Score -306719.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -306721.937500 Penalty: 2545.791260
	Iteration 37Q: 3 clusters Score -306721.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -306724.656250 Penalty: 2545.791260
	Iteration 38Q: 3 clusters Score -306724.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -306728.156250 Penalty: 2545.791260
	Iteration 39Q: 3 clusters Score -306728.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -306731.218750 Penalty: 2545.791260
	Iteration 40F: 3 clusters Score -306731.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -306732.718750 Penalty: 2545.791260
	Iteration 41Q: 3 clusters Score -306732.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -306737.406250 Penalty: 2545.791260
	Iteration 42Q: 3 clusters Score -306737.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -306742.218750 Penalty: 2545.791260
	Iteration 43Q: 3 clusters Score -306742.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -306751.343750 Penalty: 2545.791260
	Iteration 44Q: 3 clusters Score -306751.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -306760.375000 Penalty: 2545.791260
	Iteration 45Q: 3 clusters Score -306760.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -306773.000000 Penalty: 2545.791260
	Iteration 46Q: 3 clusters Score -306773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -306785.312500 Penalty: 2545.791260
	Iteration 47Q: 3 clusters Score -306785.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -306799.968750 Penalty: 2545.791260
	Iteration 48Q: 3 clusters Score -306800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -306813.812500 Penalty: 2545.791260
	Iteration 49Q: 3 clusters Score -306813.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -306824.937500 Penalty: 2545.791260
	Iteration 50Q: 3 clusters Score -306824.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -306843.843750 Penalty: 2545.791260
	Iteration 51Q: 3 clusters Score -306843.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -306866.593750 Penalty: 2545.791260
	Iteration 52Q: 3 clusters Score -306866.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -306887.031250 Penalty: 2545.791260
	Iteration 53Q: 3 clusters Score -306887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -306898.875000 Penalty: 2545.791260
	Iteration 54Q: 3 clusters Score -306898.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -306906.812500 Penalty: 2545.791260
	Iteration 55Q: 3 clusters Score -306906.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -306910.156250 Penalty: 2545.791260
	Iteration 56Q: 3 clusters Score -306910.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -306915.468750 Penalty: 2545.791260
	Iteration 57Q: 3 clusters Score -306915.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -306920.000000 Penalty: 2545.791260
	Iteration 58Q: 3 clusters Score -306920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -306923.406250 Penalty: 2545.791260
	Iteration 59Q: 3 clusters Score -306923.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -306929.875000 Penalty: 2545.791260
	Iteration 60F: 3 clusters Score -306929.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -306943.000000 Penalty: 2545.791260
	Iteration 61Q: 3 clusters Score -306943 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -306964.656250 Penalty: 2545.791260
	Iteration 62Q: 3 clusters Score -306964.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -306984.062500 Penalty: 2545.791260
	Iteration 63Q: 3 clusters Score -306984.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -306995.687500 Penalty: 2545.791260
	Iteration 64Q: 3 clusters Score -306995.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -307008.125000 Penalty: 2545.791260
	Iteration 65Q: 3 clusters Score -307008.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -307018.343750 Penalty: 2545.791260
	Iteration 66Q: 3 clusters Score -307018.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -307036.062500 Penalty: 2545.791260
	Iteration 67Q: 3 clusters Score -307036.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -307053.906250 Penalty: 2545.791260
	Iteration 68Q: 3 clusters Score -307053.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -307077.875000 Penalty: 2545.791260
	Iteration 69Q: 3 clusters Score -307077.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -307105.375000 Penalty: 2545.791260
	Iteration 70Q: 3 clusters Score -307105.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -307173.968750 Penalty: 2545.791260
	Iteration 71Q: 3 clusters Score -307174 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -307366.500000 Penalty: 2545.791260
	Iteration 72Q: 3 clusters Score -307366.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -307498.187500 Penalty: 2545.791260
	Iteration 73Q: 3 clusters Score -307498.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -307531.031250 Penalty: 2545.791260
	Iteration 74Q: 3 clusters Score -307531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -307539.062500 Penalty: 2545.791260
	Iteration 75Q: 3 clusters Score -307539.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -307550.468750 Penalty: 2545.791260
	Iteration 76Q: 3 clusters Score -307550.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -307556.906250 Penalty: 2545.791260
	Iteration 77Q: 3 clusters Score -307556.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -307561.750000 Penalty: 2545.791260
	Iteration 78Q: 3 clusters Score -307561.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -307568.843750 Penalty: 2545.791260
	Iteration 79Q: 3 clusters Score -307568.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -307572.593750 Penalty: 2545.791260
	Iteration 80F: 3 clusters Score -307572.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -307573.375000 Penalty: 2545.791260
	Iteration 81Q: 3 clusters Score -307573.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -307577.562500 Penalty: 2545.791260
	Iteration 82Q: 3 clusters Score -307577.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -307579.812500 Penalty: 2545.791260
	Iteration 83Q: 3 clusters Score -307579.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -307584.062500 Penalty: 2545.791260
	Iteration 84Q: 3 clusters Score -307584.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -307589.718750 Penalty: 2545.791260
	Iteration 85Q: 3 clusters Score -307589.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -307598.531250 Penalty: 2545.791260
	Iteration 86Q: 3 clusters Score -307598.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -307611.031250 Penalty: 2545.791260
	Iteration 87Q: 3 clusters Score -307611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -307624.437500 Penalty: 2545.791260
	Iteration 88Q: 3 clusters Score -307624.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -307644.187500 Penalty: 2545.791260
	Iteration 89Q: 3 clusters Score -307644.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -307671.093750 Penalty: 2545.791260
	Iteration 90Q: 3 clusters Score -307671.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -307710.875000 Penalty: 2545.791260
	Iteration 91Q: 3 clusters Score -307710.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -307777.781250 Penalty: 2545.791260
	Iteration 92Q: 3 clusters Score -307777.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -307884.750000 Penalty: 2545.791260
	Iteration 93Q: 3 clusters Score -307884.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -307972.281250 Penalty: 2545.791260
	Iteration 94Q: 3 clusters Score -307972.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -308021.593750 Penalty: 2545.791260
	Iteration 95Q: 3 clusters Score -308021.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -308047.437500 Penalty: 2545.791260
	Iteration 96Q: 3 clusters Score -308047.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -308057.500000 Penalty: 2545.791260
	Iteration 97Q: 3 clusters Score -308057.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -308059.437500 Penalty: 2545.791260
	Iteration 98Q: 3 clusters Score -308059.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -308066.250000 Penalty: 2545.791260
	Iteration 99F: 3 clusters Score -308066.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -308068.906250 Penalty: 2545.791260
	Iteration 100F: 3 clusters Score -308068.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105052 members 
Mstep: Class 2 contains 11415 members 
Mstep: Class 3 contains 7020 members 
Mstep: Class 4 contains 123941 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5199 members 
Mstep: Class 8 contains 9718 members 
Mstep: Class 9 contains 73597 members 
Mstep: Class 10 contains 1626 members 
Mstep: Class 11 contains 105401 members 
Mstep: Class 12 contains 99377 members 
Mstep: Class 13 contains 97030 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 68743 members 
Mstep: Class 17 contains 25208 members 
Mstep: Class 18 contains 14307 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8540 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4783 members 
Mstep: Class 26 contains 18218 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9454 members 
Mstep: Class 30 contains 34562 members 
Mstep: Class 31 contains 43446 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2950 members 
Mstep: Class 35 contains 17844 members 
Mstep: Class 36 contains 6488 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Mstep: Class 41 contains 897 members 
Entering Unmasked Estep 
Score: -111784280.000000 Penalty: 91479.007812
Splitting cluster 10 changes total score from -111785120.000000 to -111784280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (105401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105401 members 
Entering Unmasked Estep 
Score: -13185594.000000 Penalty: 1879.398071
	Iteration 0F: 2 clusters Score -1.318559e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52648 members 
Mstep: Class 2 contains 52753 members 
Entering Unmasked Estep 
Score: -13118000.000000 Penalty: 3758.796143
	Iteration 0F: 3 clusters Score -1.3118e+07 nChanged 50367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52763 members 
Mstep: Class 2 contains 52638 members 
Entering Unmasked Estep 
Score: -13146951.000000 Penalty: 3758.796143
	Iteration 1F: 3 clusters Score -1.314695e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 52683 members 
Entering Unmasked Estep 
Score: -13147648.000000 Penalty: 3758.796143
	Iteration 2Q: 3 clusters Score -1.314765e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52626 members 
Mstep: Class 2 contains 52775 members 
Entering Unmasked Estep 
Score: -13148632.000000 Penalty: 3758.796143
	Iteration 3Q: 3 clusters Score -1.314863e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52426 members 
Mstep: Class 2 contains 52975 members 
Entering Unmasked Estep 
Score: -13149719.000000 Penalty: 3758.796143
	Iteration 4Q: 3 clusters Score -1.314972e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52176 members 
Mstep: Class 2 contains 53225 members 
Entering Unmasked Estep 
Score: -13151153.000000 Penalty: 3758.796143
	Iteration 5Q: 3 clusters Score -1.315115e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51901 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -13153168.000000 Penalty: 3758.796143
	Iteration 6Q: 3 clusters Score -1.315317e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51676 members 
Mstep: Class 2 contains 53725 members 
Entering Unmasked Estep 
Score: -13155914.000000 Penalty: 3758.796143
	Iteration 7Q: 3 clusters Score -1.315591e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51539 members 
Mstep: Class 2 contains 53862 members 
Entering Unmasked Estep 
Score: -13159886.000000 Penalty: 3758.796143
	Iteration 8F: 3 clusters Score -1.315989e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51464 members 
Mstep: Class 2 contains 53937 members 
Entering Unmasked Estep 
Score: -13164972.000000 Penalty: 3758.796143
	Iteration 9F: 3 clusters Score -1.316497e+07 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
Score: -13169063.000000 Penalty: 3758.796143
	Iteration 10F: 3 clusters Score -1.316906e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51622 members 
Mstep: Class 2 contains 53779 members 
Entering Unmasked Estep 
Score: -13170829.000000 Penalty: 3758.796143
	Iteration 11Q: 3 clusters Score -1.317083e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51791 members 
Mstep: Class 2 contains 53610 members 
Entering Unmasked Estep 
Score: -13171535.000000 Penalty: 3758.796143
	Iteration 12Q: 3 clusters Score -1.317154e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51955 members 
Mstep: Class 2 contains 53446 members 
Entering Unmasked Estep 
Score: -13171851.000000 Penalty: 3758.796143
	Iteration 13Q: 3 clusters Score -1.317185e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52142 members 
Mstep: Class 2 contains 53259 members 
Entering Unmasked Estep 
Score: -13172154.000000 Penalty: 3758.796143
	Iteration 14Q: 3 clusters Score -1.317215e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52325 members 
Mstep: Class 2 contains 53076 members 
Entering Unmasked Estep 
Score: -13172537.000000 Penalty: 3758.796143
	Iteration 15Q: 3 clusters Score -1.317254e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52527 members 
Mstep: Class 2 contains 52874 members 
Entering Unmasked Estep 
Score: -13172874.000000 Penalty: 3758.796143
	Iteration 16Q: 3 clusters Score -1.317287e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52774 members 
Mstep: Class 2 contains 52627 members 
Entering Unmasked Estep 
Score: -13173207.000000 Penalty: 3758.796143
	Iteration 17Q: 3 clusters Score -1.317321e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53054 members 
Mstep: Class 2 contains 52347 members 
Entering Unmasked Estep 
Score: -13173533.000000 Penalty: 3758.796143
	Iteration 18Q: 3 clusters Score -1.317353e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53347 members 
Mstep: Class 2 contains 52054 members 
Entering Unmasked Estep 
Score: -13173846.000000 Penalty: 3758.796143
	Iteration 19Q: 3 clusters Score -1.317385e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53702 members 
Mstep: Class 2 contains 51699 members 
Entering Unmasked Estep 
Score: -13174220.000000 Penalty: 3758.796143
	Iteration 20F: 3 clusters Score -1.317422e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 51359 members 
Entering Unmasked Estep 
Score: -13174571.000000 Penalty: 3758.796143
	Iteration 21Q: 3 clusters Score -1.317457e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54384 members 
Mstep: Class 2 contains 51017 members 
Entering Unmasked Estep 
Score: -13174763.000000 Penalty: 3758.796143
	Iteration 22Q: 3 clusters Score -1.317476e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54736 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -13175099.000000 Penalty: 3758.796143
	Iteration 23Q: 3 clusters Score -1.31751e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54986 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -13175376.000000 Penalty: 3758.796143
	Iteration 24Q: 3 clusters Score -1.317538e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55203 members 
Mstep: Class 2 contains 50198 members 
Entering Unmasked Estep 
Score: -13175595.000000 Penalty: 3758.796143
	Iteration 25Q: 3 clusters Score -1.31756e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55420 members 
Mstep: Class 2 contains 49981 members 
Entering Unmasked Estep 
Score: -13175928.000000 Penalty: 3758.796143
	Iteration 26Q: 3 clusters Score -1.317593e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55620 members 
Mstep: Class 2 contains 49781 members 
Entering Unmasked Estep 
Score: -13176166.000000 Penalty: 3758.796143
	Iteration 27Q: 3 clusters Score -1.317617e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55785 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -13176439.000000 Penalty: 3758.796143
	Iteration 28Q: 3 clusters Score -1.317644e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 49504 members 
Entering Unmasked Estep 
Score: -13176638.000000 Penalty: 3758.796143
	Iteration 29Q: 3 clusters Score -1.317664e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56022 members 
Mstep: Class 2 contains 49379 members 
Entering Unmasked Estep 
Score: -13176922.000000 Penalty: 3758.796143
	Iteration 30Q: 3 clusters Score -1.317692e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56130 members 
Mstep: Class 2 contains 49271 members 
Entering Unmasked Estep 
Score: -13177128.000000 Penalty: 3758.796143
	Iteration 31Q: 3 clusters Score -1.317713e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56204 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -13177273.000000 Penalty: 3758.796143
	Iteration 32Q: 3 clusters Score -1.317727e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56265 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -13177378.000000 Penalty: 3758.796143
	Iteration 33Q: 3 clusters Score -1.317738e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 49082 members 
Entering Unmasked Estep 
Score: -13177508.000000 Penalty: 3758.796143
	Iteration 34Q: 3 clusters Score -1.317751e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56402 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -13177648.000000 Penalty: 3758.796143
	Iteration 35Q: 3 clusters Score -1.317765e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56430 members 
Mstep: Class 2 contains 48971 members 
Entering Unmasked Estep 
Score: -13177763.000000 Penalty: 3758.796143
	Iteration 36Q: 3 clusters Score -1.317776e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56422 members 
Mstep: Class 2 contains 48979 members 
Entering Unmasked Estep 
Score: -13177833.000000 Penalty: 3758.796143
	Iteration 37Q: 3 clusters Score -1.317783e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56370 members 
Mstep: Class 2 contains 49031 members 
Entering Unmasked Estep 
Score: -13177874.000000 Penalty: 3758.796143
	Iteration 38Q: 3 clusters Score -1.317787e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56317 members 
Mstep: Class 2 contains 49084 members 
Entering Unmasked Estep 
Score: -13177931.000000 Penalty: 3758.796143
	Iteration 39Q: 3 clusters Score -1.317793e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -13178034.000000 Penalty: 3758.796143
	Iteration 40F: 3 clusters Score -1.317803e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56163 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -13178069.000000 Penalty: 3758.796143
	Iteration 41Q: 3 clusters Score -1.317807e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56069 members 
Mstep: Class 2 contains 49332 members 
Entering Unmasked Estep 
Score: -13178095.000000 Penalty: 3758.796143
	Iteration 42Q: 3 clusters Score -1.31781e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55982 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -13178114.000000 Penalty: 3758.796143
	Iteration 43Q: 3 clusters Score -1.317811e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55887 members 
Mstep: Class 2 contains 49514 members 
Entering Unmasked Estep 
Score: -13178070.000000 Penalty: 3758.796143
	Iteration 44Q: 3 clusters Score -1.317807e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55824 members 
Mstep: Class 2 contains 49577 members 
Entering Unmasked Estep 
Score: -13178105.000000 Penalty: 3758.796143
	Iteration 45Q: 3 clusters Score -1.31781e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55741 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -13178139.000000 Penalty: 3758.796143
	Iteration 46Q: 3 clusters Score -1.317814e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 49722 members 
Entering Unmasked Estep 
Score: -13178158.000000 Penalty: 3758.796143
	Iteration 47Q: 3 clusters Score -1.317816e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55641 members 
Mstep: Class 2 contains 49760 members 
Entering Unmasked Estep 
Score: -13178147.000000 Penalty: 3758.796143
	Iteration 48Q: 3 clusters Score -1.317815e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55611 members 
Mstep: Class 2 contains 49790 members 
Entering Unmasked Estep 
Score: -13178169.000000 Penalty: 3758.796143
	Iteration 49Q: 3 clusters Score -1.317817e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55577 members 
Mstep: Class 2 contains 49824 members 
Entering Unmasked Estep 
Score: -13178171.000000 Penalty: 3758.796143
	Iteration 50Q: 3 clusters Score -1.317817e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55562 members 
Mstep: Class 2 contains 49839 members 
Entering Unmasked Estep 
Score: -13178150.000000 Penalty: 3758.796143
	Iteration 51Q: 3 clusters Score -1.317815e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -13178128.000000 Penalty: 3758.796143
	Iteration 52Q: 3 clusters Score -1.317813e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55540 members 
Mstep: Class 2 contains 49861 members 
Entering Unmasked Estep 
Score: -13178129.000000 Penalty: 3758.796143
	Iteration 53Q: 3 clusters Score -1.317813e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55530 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -13178105.000000 Penalty: 3758.796143
	Iteration 54Q: 3 clusters Score -1.31781e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 49878 members 
Entering Unmasked Estep 
Score: -13178110.000000 Penalty: 3758.796143
	Iteration 55Q: 3 clusters Score -1.317811e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55522 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -13178114.000000 Penalty: 3758.796143
	Iteration 56Q: 3 clusters Score -1.317811e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55522 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -13178121.000000 Penalty: 3758.796143
	Iteration 57Q: 3 clusters Score -1.317812e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55524 members 
Mstep: Class 2 contains 49877 members 
Entering Unmasked Estep 
Score: -13178109.000000 Penalty: 3758.796143
	Iteration 58Q: 3 clusters Score -1.317811e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55526 members 
Mstep: Class 2 contains 49875 members 
Entering Unmasked Estep 
Score: -13178100.000000 Penalty: 3758.796143
	Iteration 59Q: 3 clusters Score -1.31781e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55533 members 
Mstep: Class 2 contains 49868 members 
Entering Unmasked Estep 
Score: -13178088.000000 Penalty: 3758.796143
	Iteration 60F: 3 clusters Score -1.317809e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55541 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -13178094.000000 Penalty: 3758.796143
	Iteration 61Q: 3 clusters Score -1.317809e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55542 members 
Mstep: Class 2 contains 49859 members 
Entering Unmasked Estep 
Score: -13178079.000000 Penalty: 3758.796143
	Iteration 62Q: 3 clusters Score -1.317808e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55545 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -13178101.000000 Penalty: 3758.796143
	Iteration 63Q: 3 clusters Score -1.31781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -13178097.000000 Penalty: 3758.796143
	Iteration 64Q: 3 clusters Score -1.31781e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55552 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -13178102.000000 Penalty: 3758.796143
	Iteration 65Q: 3 clusters Score -1.31781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55555 members 
Mstep: Class 2 contains 49846 members 
Entering Unmasked Estep 
Score: -13178091.000000 Penalty: 3758.796143
	Iteration 66Q: 3 clusters Score -1.317809e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55552 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -13178085.000000 Penalty: 3758.796143
	Iteration 67Q: 3 clusters Score -1.317808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55553 members 
Mstep: Class 2 contains 49848 members 
Entering Unmasked Estep 
Score: -13178098.000000 Penalty: 3758.796143
	Iteration 68Q: 3 clusters Score -1.31781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55551 members 
Mstep: Class 2 contains 49850 members 
Entering Unmasked Estep 
Score: -13178109.000000 Penalty: 3758.796143
	Iteration 69Q: 3 clusters Score -1.317811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55551 members 
Mstep: Class 2 contains 49850 members 
Entering Unmasked Estep 
Score: -13178106.000000 Penalty: 3758.796143
	Iteration 70Q: 3 clusters Score -1.317811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -13178112.000000 Penalty: 3758.796143
	Iteration 71Q: 3 clusters Score -1.317811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -13178112.000000 Penalty: 3758.796143
	Iteration 72Q: 3 clusters Score -1.317811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -13178111.000000 Penalty: 3758.796143
	Iteration 73Q: 3 clusters Score -1.317811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -13178112.000000 Penalty: 3758.796143
	Iteration 74Q: 3 clusters Score -1.317811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -13178108.000000 Penalty: 3758.796143
	Iteration 75Q: 3 clusters Score -1.317811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55550 members 
Mstep: Class 2 contains 49851 members 
Entering Unmasked Estep 
Score: -13178105.000000 Penalty: 3758.796143
	Iteration 76Q: 3 clusters Score -1.31781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55550 members 
Mstep: Class 2 contains 49851 members 
Entering Unmasked Estep 
Score: -13178105.000000 Penalty: 3758.796143
	Iteration 77F: 3 clusters Score -1.31781e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (99377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99377 members 
Entering Unmasked Estep 
Score: -12540905.000000 Penalty: 1869.834839
	Iteration 0F: 2 clusters Score -1.25409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 49788 members 
Entering Unmasked Estep 
Score: -12475857.000000 Penalty: 3739.669678
	Iteration 0F: 3 clusters Score -1.247586e+07 nChanged 47297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -12502935.000000 Penalty: 3739.669678
	Iteration 1F: 3 clusters Score -1.250294e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 52509 members 
Entering Unmasked Estep 
Score: -12503875.000000 Penalty: 3739.669678
	Iteration 2Q: 3 clusters Score -1.250388e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 54265 members 
Entering Unmasked Estep 
Score: -12505142.000000 Penalty: 3739.669678
	Iteration 3Q: 3 clusters Score -1.250514e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 56736 members 
Entering Unmasked Estep 
Score: -12506926.000000 Penalty: 3739.669678
	Iteration 4Q: 3 clusters Score -1.250693e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 60279 members 
Entering Unmasked Estep 
Score: -12509601.000000 Penalty: 3739.669678
	Iteration 5F: 3 clusters Score -1.25096e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 64712 members 
Entering Unmasked Estep 
Score: -12513963.000000 Penalty: 3739.669678
	Iteration 6F: 3 clusters Score -1.251396e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 69415 members 
Entering Unmasked Estep 
Score: -12519422.000000 Penalty: 3739.669678
	Iteration 7F: 3 clusters Score -1.251942e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 73195 members 
Entering Unmasked Estep 
Score: -12524571.000000 Penalty: 3739.669678
	Iteration 8F: 3 clusters Score -1.252457e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 75603 members 
Entering Unmasked Estep 
Score: -12527607.000000 Penalty: 3739.669678
	Iteration 9F: 3 clusters Score -1.252761e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 77237 members 
Entering Unmasked Estep 
Score: -12529165.000000 Penalty: 3739.669678
	Iteration 10Q: 3 clusters Score -1.252916e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 78619 members 
Entering Unmasked Estep 
Score: -12530018.000000 Penalty: 3739.669678
	Iteration 11Q: 3 clusters Score -1.253002e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 79929 members 
Entering Unmasked Estep 
Score: -12530584.000000 Penalty: 3739.669678
	Iteration 12Q: 3 clusters Score -1.253058e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 81189 members 
Entering Unmasked Estep 
Score: -12531190.000000 Penalty: 3739.669678
	Iteration 13Q: 3 clusters Score -1.253119e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 82429 members 
Entering Unmasked Estep 
Score: -12531803.000000 Penalty: 3739.669678
	Iteration 14Q: 3 clusters Score -1.25318e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 83602 members 
Entering Unmasked Estep 
Score: -12532386.000000 Penalty: 3739.669678
	Iteration 15Q: 3 clusters Score -1.253239e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 84734 members 
Entering Unmasked Estep 
Score: -12532879.000000 Penalty: 3739.669678
	Iteration 16Q: 3 clusters Score -1.253288e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 85855 members 
Entering Unmasked Estep 
Score: -12533369.000000 Penalty: 3739.669678
	Iteration 17Q: 3 clusters Score -1.253337e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 86941 members 
Entering Unmasked Estep 
Score: -12533923.000000 Penalty: 3739.669678
	Iteration 18Q: 3 clusters Score -1.253392e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 88000 members 
Entering Unmasked Estep 
Score: -12534397.000000 Penalty: 3739.669678
	Iteration 19Q: 3 clusters Score -1.25344e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 89005 members 
Entering Unmasked Estep 
Score: -12534867.000000 Penalty: 3739.669678
	Iteration 20F: 3 clusters Score -1.253487e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 89987 members 
Entering Unmasked Estep 
Score: -12535461.000000 Penalty: 3739.669678
	Iteration 21Q: 3 clusters Score -1.253546e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 90917 members 
Entering Unmasked Estep 
Score: -12536181.000000 Penalty: 3739.669678
	Iteration 22Q: 3 clusters Score -1.253618e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 91871 members 
Entering Unmasked Estep 
Score: -12536854.000000 Penalty: 3739.669678
	Iteration 23Q: 3 clusters Score -1.253685e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 92829 members 
Entering Unmasked Estep 
Score: -12537485.000000 Penalty: 3739.669678
	Iteration 24Q: 3 clusters Score -1.253748e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 93744 members 
Entering Unmasked Estep 
Score: -12538154.000000 Penalty: 3739.669678
	Iteration 25Q: 3 clusters Score -1.253815e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 94622 members 
Entering Unmasked Estep 
Score: -12538762.000000 Penalty: 3739.669678
	Iteration 26Q: 3 clusters Score -1.253876e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 95362 members 
Entering Unmasked Estep 
Score: -12539194.000000 Penalty: 3739.669678
	Iteration 27Q: 3 clusters Score -1.253919e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 95981 members 
Entering Unmasked Estep 
Score: -12539487.000000 Penalty: 3739.669678
	Iteration 28Q: 3 clusters Score -1.253949e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 96445 members 
Entering Unmasked Estep 
Score: -12539663.000000 Penalty: 3739.669678
	Iteration 29Q: 3 clusters Score -1.253966e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 96815 members 
Entering Unmasked Estep 
Score: -12539689.000000 Penalty: 3739.669678
	Iteration 30Q: 3 clusters Score -1.253969e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 97113 members 
Entering Unmasked Estep 
Score: -12539736.000000 Penalty: 3739.669678
	Iteration 31Q: 3 clusters Score -1.253974e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 97339 members 
Entering Unmasked Estep 
Score: -12539753.000000 Penalty: 3739.669678
	Iteration 32Q: 3 clusters Score -1.253975e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 97510 members 
Entering Unmasked Estep 
Score: -12539798.000000 Penalty: 3739.669678
	Iteration 33Q: 3 clusters Score -1.25398e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 97659 members 
Entering Unmasked Estep 
Score: -12539833.000000 Penalty: 3739.669678
	Iteration 34Q: 3 clusters Score -1.253983e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 97764 members 
Entering Unmasked Estep 
Score: -12539860.000000 Penalty: 3739.669678
	Iteration 35Q: 3 clusters Score -1.253986e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 97842 members 
Entering Unmasked Estep 
Score: -12539829.000000 Penalty: 3739.669678
	Iteration 36Q: 3 clusters Score -1.253983e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 97920 members 
Entering Unmasked Estep 
Score: -12539850.000000 Penalty: 3739.669678
	Iteration 37Q: 3 clusters Score -1.253985e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 97991 members 
Entering Unmasked Estep 
Score: -12539870.000000 Penalty: 3739.669678
	Iteration 38Q: 3 clusters Score -1.253987e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 98039 members 
Entering Unmasked Estep 
Score: -12539851.000000 Penalty: 3739.669678
	Iteration 39Q: 3 clusters Score -1.253985e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 98076 members 
Entering Unmasked Estep 
Score: -12539840.000000 Penalty: 3739.669678
	Iteration 40F: 3 clusters Score -1.253984e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 98101 members 
Entering Unmasked Estep 
Score: -12539829.000000 Penalty: 3739.669678
	Iteration 41Q: 3 clusters Score -1.253983e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 98119 members 
Entering Unmasked Estep 
Score: -12539826.000000 Penalty: 3739.669678
	Iteration 42Q: 3 clusters Score -1.253983e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 98142 members 
Entering Unmasked Estep 
Score: -12539831.000000 Penalty: 3739.669678
	Iteration 43Q: 3 clusters Score -1.253983e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 98154 members 
Entering Unmasked Estep 
Score: -12539836.000000 Penalty: 3739.669678
	Iteration 44Q: 3 clusters Score -1.253984e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 98170 members 
Entering Unmasked Estep 
Score: -12539827.000000 Penalty: 3739.669678
	Iteration 45Q: 3 clusters Score -1.253983e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 98180 members 
Entering Unmasked Estep 
Score: -12539819.000000 Penalty: 3739.669678
	Iteration 46Q: 3 clusters Score -1.253982e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 98193 members 
Entering Unmasked Estep 
Score: -12539825.000000 Penalty: 3739.669678
	Iteration 47Q: 3 clusters Score -1.253982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 98201 members 
Entering Unmasked Estep 
Score: -12539825.000000 Penalty: 3739.669678
	Iteration 48Q: 3 clusters Score -1.253982e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 98214 members 
Entering Unmasked Estep 
Score: -12539814.000000 Penalty: 3739.669678
	Iteration 49Q: 3 clusters Score -1.253981e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 98221 members 
Entering Unmasked Estep 
Score: -12539824.000000 Penalty: 3739.669678
	Iteration 50Q: 3 clusters Score -1.253982e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 98230 members 
Entering Unmasked Estep 
Score: -12539821.000000 Penalty: 3739.669678
	Iteration 51Q: 3 clusters Score -1.253982e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 98236 members 
Entering Unmasked Estep 
Score: -12539826.000000 Penalty: 3739.669678
	Iteration 52Q: 3 clusters Score -1.253983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 98241 members 
Entering Unmasked Estep 
Score: -12539834.000000 Penalty: 3739.669678
	Iteration 53Q: 3 clusters Score -1.253983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 98244 members 
Entering Unmasked Estep 
Score: -12539830.000000 Penalty: 3739.669678
	Iteration 54Q: 3 clusters Score -1.253983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 98247 members 
Entering Unmasked Estep 
Score: -12539832.000000 Penalty: 3739.669678
	Iteration 55Q: 3 clusters Score -1.253983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 98251 members 
Entering Unmasked Estep 
Score: -12539833.000000 Penalty: 3739.669678
	Iteration 56Q: 3 clusters Score -1.253983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 98253 members 
Entering Unmasked Estep 
Score: -12539836.000000 Penalty: 3739.669678
	Iteration 57Q: 3 clusters Score -1.253984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 98255 members 
Entering Unmasked Estep 
Score: -12539839.000000 Penalty: 3739.669678
	Iteration 58Q: 3 clusters Score -1.253984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 98256 members 
Entering Unmasked Estep 
Score: -12539833.000000 Penalty: 3739.669678
	Iteration 59Q: 3 clusters Score -1.253983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 98257 members 
Entering Unmasked Estep 
Score: -12539842.000000 Penalty: 3739.669678
	Iteration 60F: 3 clusters Score -1.253984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 98258 members 
Entering Unmasked Estep 
Score: -12539838.000000 Penalty: 3739.669678
	Iteration 61Q: 3 clusters Score -1.253984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 98257 members 
Entering Unmasked Estep 
Score: -12539830.000000 Penalty: 3739.669678
	Iteration 62Q: 3 clusters Score -1.253983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 98257 members 
Entering Unmasked Estep 
Score: -12539831.000000 Penalty: 3739.669678
	Iteration 63Q: 3 clusters Score -1.253983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 98259 members 
Entering Unmasked Estep 
Score: -12539835.000000 Penalty: 3739.669678
	Iteration 64Q: 3 clusters Score -1.253984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 98260 members 
Entering Unmasked Estep 
Score: -12539838.000000 Penalty: 3739.669678
	Iteration 65Q: 3 clusters Score -1.253984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 98259 members 
Entering Unmasked Estep 
Score: -12539838.000000 Penalty: 3739.669678
	Iteration 66Q: 3 clusters Score -1.253984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 98260 members 
Entering Unmasked Estep 
Score: -12539842.000000 Penalty: 3739.669678
	Iteration 67Q: 3 clusters Score -1.253984e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 98260 members 
Entering Unmasked Estep 
Score: -12539842.000000 Penalty: 3739.669678
	Iteration 68F: 3 clusters Score -1.253984e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (97030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97030 members 
Entering Unmasked Estep 
Score: -12289237.000000 Penalty: 1865.951050
	Iteration 0F: 2 clusters Score -1.228924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 48566 members 
Entering Unmasked Estep 
Score: -12226326.000000 Penalty: 3731.902100
	Iteration 0F: 3 clusters Score -1.222633e+07 nChanged 46265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 49331 members 
Entering Unmasked Estep 
Score: -12252422.000000 Penalty: 3731.902100
	Iteration 1F: 3 clusters Score -1.225242e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 49521 members 
Entering Unmasked Estep 
Score: -12252981.000000 Penalty: 3731.902100
	Iteration 2Q: 3 clusters Score -1.225298e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -12253454.000000 Penalty: 3731.902100
	Iteration 3Q: 3 clusters Score -1.225345e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46583 members 
Mstep: Class 2 contains 50447 members 
Entering Unmasked Estep 
Score: -12253902.000000 Penalty: 3731.902100
	Iteration 4Q: 3 clusters Score -1.22539e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 51317 members 
Entering Unmasked Estep 
Score: -12254429.000000 Penalty: 3731.902100
	Iteration 5Q: 3 clusters Score -1.225443e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 52536 members 
Entering Unmasked Estep 
Score: -12255110.000000 Penalty: 3731.902100
	Iteration 6Q: 3 clusters Score -1.225511e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 54373 members 
Entering Unmasked Estep 
Score: -12255982.000000 Penalty: 3731.902100
	Iteration 7Q: 3 clusters Score -1.225598e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 57039 members 
Entering Unmasked Estep 
Score: -12257527.000000 Penalty: 3731.902100
	Iteration 8Q: 3 clusters Score -1.225753e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 60732 members 
Entering Unmasked Estep 
Score: -12259989.000000 Penalty: 3731.902100
	Iteration 9Q: 3 clusters Score -1.225999e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 65510 members 
Entering Unmasked Estep 
Score: -12263581.000000 Penalty: 3731.902100
	Iteration 10F: 3 clusters Score -1.226358e+07 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 70801 members 
Entering Unmasked Estep 
Score: -12268593.000000 Penalty: 3731.902100
	Iteration 11F: 3 clusters Score -1.226859e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 75623 members 
Entering Unmasked Estep 
Score: -12273827.000000 Penalty: 3731.902100
	Iteration 12F: 3 clusters Score -1.227383e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 78871 members 
Entering Unmasked Estep 
Score: -12277948.000000 Penalty: 3731.902100
	Iteration 13F: 3 clusters Score -1.227795e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 80702 members 
Entering Unmasked Estep 
Score: -12280435.000000 Penalty: 3731.902100
	Iteration 14Q: 3 clusters Score -1.228044e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 81958 members 
Entering Unmasked Estep 
Score: -12281592.000000 Penalty: 3731.902100
	Iteration 15Q: 3 clusters Score -1.228159e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 82955 members 
Entering Unmasked Estep 
Score: -12282341.000000 Penalty: 3731.902100
	Iteration 16Q: 3 clusters Score -1.228234e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 83928 members 
Entering Unmasked Estep 
Score: -12282885.000000 Penalty: 3731.902100
	Iteration 17Q: 3 clusters Score -1.228288e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 84739 members 
Entering Unmasked Estep 
Score: -12283400.000000 Penalty: 3731.902100
	Iteration 18Q: 3 clusters Score -1.22834e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 85487 members 
Entering Unmasked Estep 
Score: -12283880.000000 Penalty: 3731.902100
	Iteration 19Q: 3 clusters Score -1.228388e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 86140 members 
Entering Unmasked Estep 
Score: -12284345.000000 Penalty: 3731.902100
	Iteration 20F: 3 clusters Score -1.228434e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 86712 members 
Entering Unmasked Estep 
Score: -12284747.000000 Penalty: 3731.902100
	Iteration 21Q: 3 clusters Score -1.228475e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 87227 members 
Entering Unmasked Estep 
Score: -12285098.000000 Penalty: 3731.902100
	Iteration 22Q: 3 clusters Score -1.22851e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 87697 members 
Entering Unmasked Estep 
Score: -12285371.000000 Penalty: 3731.902100
	Iteration 23Q: 3 clusters Score -1.228537e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 88130 members 
Entering Unmasked Estep 
Score: -12285650.000000 Penalty: 3731.902100
	Iteration 24Q: 3 clusters Score -1.228565e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 88505 members 
Entering Unmasked Estep 
Score: -12285856.000000 Penalty: 3731.902100
	Iteration 25Q: 3 clusters Score -1.228586e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 88900 members 
Entering Unmasked Estep 
Score: -12286033.000000 Penalty: 3731.902100
	Iteration 26Q: 3 clusters Score -1.228603e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 89263 members 
Entering Unmasked Estep 
Score: -12286226.000000 Penalty: 3731.902100
	Iteration 27Q: 3 clusters Score -1.228623e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 89608 members 
Entering Unmasked Estep 
Score: -12286424.000000 Penalty: 3731.902100
	Iteration 28Q: 3 clusters Score -1.228642e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 89962 members 
Entering Unmasked Estep 
Score: -12286582.000000 Penalty: 3731.902100
	Iteration 29Q: 3 clusters Score -1.228658e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 90347 members 
Entering Unmasked Estep 
Score: -12286817.000000 Penalty: 3731.902100
	Iteration 30Q: 3 clusters Score -1.228682e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 90722 members 
Entering Unmasked Estep 
Score: -12287017.000000 Penalty: 3731.902100
	Iteration 31Q: 3 clusters Score -1.228702e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 91096 members 
Entering Unmasked Estep 
Score: -12287144.000000 Penalty: 3731.902100
	Iteration 32Q: 3 clusters Score -1.228714e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 91476 members 
Entering Unmasked Estep 
Score: -12287321.000000 Penalty: 3731.902100
	Iteration 33Q: 3 clusters Score -1.228732e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 91838 members 
Entering Unmasked Estep 
Score: -12287445.000000 Penalty: 3731.902100
	Iteration 34Q: 3 clusters Score -1.228744e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 92200 members 
Entering Unmasked Estep 
Score: -12287518.000000 Penalty: 3731.902100
	Iteration 35Q: 3 clusters Score -1.228752e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 92558 members 
Entering Unmasked Estep 
Score: -12287606.000000 Penalty: 3731.902100
	Iteration 36Q: 3 clusters Score -1.228761e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 92909 members 
Entering Unmasked Estep 
Score: -12287748.000000 Penalty: 3731.902100
	Iteration 37Q: 3 clusters Score -1.228775e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 93261 members 
Entering Unmasked Estep 
Score: -12287881.000000 Penalty: 3731.902100
	Iteration 38Q: 3 clusters Score -1.228788e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 93615 members 
Entering Unmasked Estep 
Score: -12287987.000000 Penalty: 3731.902100
	Iteration 39Q: 3 clusters Score -1.228799e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 93963 members 
Entering Unmasked Estep 
Score: -12288008.000000 Penalty: 3731.902100
	Iteration 40F: 3 clusters Score -1.228801e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 94268 members 
Entering Unmasked Estep 
Score: -12288067.000000 Penalty: 3731.902100
	Iteration 41Q: 3 clusters Score -1.228807e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 94571 members 
Entering Unmasked Estep 
Score: -12288110.000000 Penalty: 3731.902100
	Iteration 42Q: 3 clusters Score -1.228811e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 94837 members 
Entering Unmasked Estep 
Score: -12288116.000000 Penalty: 3731.902100
	Iteration 43Q: 3 clusters Score -1.228812e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 95068 members 
Entering Unmasked Estep 
Score: -12288170.000000 Penalty: 3731.902100
	Iteration 44Q: 3 clusters Score -1.228817e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 95287 members 
Entering Unmasked Estep 
Score: -12288167.000000 Penalty: 3731.902100
	Iteration 45Q: 3 clusters Score -1.228817e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 95459 members 
Entering Unmasked Estep 
Score: -12288149.000000 Penalty: 3731.902100
	Iteration 46Q: 3 clusters Score -1.228815e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 95606 members 
Entering Unmasked Estep 
Score: -12288114.000000 Penalty: 3731.902100
	Iteration 47Q: 3 clusters Score -1.228811e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 95720 members 
Entering Unmasked Estep 
Score: -12288090.000000 Penalty: 3731.902100
	Iteration 48Q: 3 clusters Score -1.228809e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 95824 members 
Entering Unmasked Estep 
Score: -12288081.000000 Penalty: 3731.902100
	Iteration 49Q: 3 clusters Score -1.228808e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 95918 members 
Entering Unmasked Estep 
Score: -12288076.000000 Penalty: 3731.902100
	Iteration 50Q: 3 clusters Score -1.228808e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 96010 members 
Entering Unmasked Estep 
Score: -12288050.000000 Penalty: 3731.902100
	Iteration 51Q: 3 clusters Score -1.228805e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 96090 members 
Entering Unmasked Estep 
Score: -12288035.000000 Penalty: 3731.902100
	Iteration 52Q: 3 clusters Score -1.228804e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 96151 members 
Entering Unmasked Estep 
Score: -12288035.000000 Penalty: 3731.902100
	Iteration 53Q: 3 clusters Score -1.228804e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 96196 members 
Entering Unmasked Estep 
Score: -12288017.000000 Penalty: 3731.902100
	Iteration 54Q: 3 clusters Score -1.228802e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 96235 members 
Entering Unmasked Estep 
Score: -12288015.000000 Penalty: 3731.902100
	Iteration 55Q: 3 clusters Score -1.228802e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 96270 members 
Entering Unmasked Estep 
Score: -12288004.000000 Penalty: 3731.902100
	Iteration 56Q: 3 clusters Score -1.2288e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 96294 members 
Entering Unmasked Estep 
Score: -12288006.000000 Penalty: 3731.902100
	Iteration 57Q: 3 clusters Score -1.228801e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 96316 members 
Entering Unmasked Estep 
Score: -12288004.000000 Penalty: 3731.902100
	Iteration 58Q: 3 clusters Score -1.2288e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 96334 members 
Entering Unmasked Estep 
Score: -12287995.000000 Penalty: 3731.902100
	Iteration 59Q: 3 clusters Score -1.2288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 96349 members 
Entering Unmasked Estep 
Score: -12288002.000000 Penalty: 3731.902100
	Iteration 60F: 3 clusters Score -1.2288e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 96359 members 
Entering Unmasked Estep 
Score: -12287989.000000 Penalty: 3731.902100
	Iteration 61Q: 3 clusters Score -1.228799e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 96368 members 
Entering Unmasked Estep 
Score: -12287981.000000 Penalty: 3731.902100
	Iteration 62Q: 3 clusters Score -1.228798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 96373 members 
Entering Unmasked Estep 
Score: -12287986.000000 Penalty: 3731.902100
	Iteration 63Q: 3 clusters Score -1.228799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 96383 members 
Entering Unmasked Estep 
Score: -12287984.000000 Penalty: 3731.902100
	Iteration 64Q: 3 clusters Score -1.228798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 96394 members 
Entering Unmasked Estep 
Score: -12287969.000000 Penalty: 3731.902100
	Iteration 65Q: 3 clusters Score -1.228797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 96401 members 
Entering Unmasked Estep 
Score: -12287972.000000 Penalty: 3731.902100
	Iteration 66Q: 3 clusters Score -1.228797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 96406 members 
Entering Unmasked Estep 
Score: -12287965.000000 Penalty: 3731.902100
	Iteration 67Q: 3 clusters Score -1.228796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 96412 members 
Entering Unmasked Estep 
Score: -12287975.000000 Penalty: 3731.902100
	Iteration 68Q: 3 clusters Score -1.228798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 96421 members 
Entering Unmasked Estep 
Score: -12287993.000000 Penalty: 3731.902100
	Iteration 69Q: 3 clusters Score -1.228799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 96427 members 
Entering Unmasked Estep 
Score: -12287994.000000 Penalty: 3731.902100
	Iteration 70Q: 3 clusters Score -1.228799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 96436 members 
Entering Unmasked Estep 
Score: -12287987.000000 Penalty: 3731.902100
	Iteration 71Q: 3 clusters Score -1.228799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 96442 members 
Entering Unmasked Estep 
Score: -12287977.000000 Penalty: 3731.902100
	Iteration 72Q: 3 clusters Score -1.228798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 96444 members 
Entering Unmasked Estep 
Score: -12287977.000000 Penalty: 3731.902100
	Iteration 73Q: 3 clusters Score -1.228798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 96444 members 
Entering Unmasked Estep 
Score: -12287977.000000 Penalty: 3731.902100
	Iteration 74F: 3 clusters Score -1.228798e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -113240.132812 Penalty: 1140.781006
	Iteration 0F: 2 clusters Score -113240.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -111746.500000 Penalty: 2281.562012
	Iteration 0F: 3 clusters Score -111746.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -112170.445312 Penalty: 2281.562012
	Iteration 1F: 3 clusters Score -112170.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -112452.875000 Penalty: 2281.562012
	Iteration 2F: 3 clusters Score -112452.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -112713.117188 Penalty: 2281.562012
	Iteration 3F: 3 clusters Score -112713.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -112846.625000 Penalty: 2281.562012
	Iteration 4F: 3 clusters Score -112846.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -112935.945312 Penalty: 2281.562012
	Iteration 5Q: 3 clusters Score -112935.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -113044.031250 Penalty: 2281.562012
	Iteration 6Q: 3 clusters Score -113044 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -113155.796875 Penalty: 2281.562012
	Iteration 7Q: 3 clusters Score -113155.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -113241.312500 Penalty: 2281.562012
	Iteration 8Q: 3 clusters Score -113241.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -113299.546875 Penalty: 2281.562012
	Iteration 9Q: 3 clusters Score -113299.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -113332.437500 Penalty: 2281.562012
	Iteration 10Q: 3 clusters Score -113332.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -113382.250000 Penalty: 2281.562012
	Iteration 11Q: 3 clusters Score -113382.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -113468.578125 Penalty: 2281.562012
	Iteration 12Q: 3 clusters Score -113468.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -113582.632812 Penalty: 2281.562012
	Iteration 13Q: 3 clusters Score -113582.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -113632.648438 Penalty: 2281.562012
	Iteration 14Q: 3 clusters Score -113632.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -113643.445312 Penalty: 2281.562012
	Iteration 15Q: 3 clusters Score -113643.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -113647.351562 Penalty: 2281.562012
	Iteration 16Q: 3 clusters Score -113647.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -113650.867188 Penalty: 2281.562012
	Iteration 17Q: 3 clusters Score -113650.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -113651.851562 Penalty: 2281.562012
	Iteration 18Q: 3 clusters Score -113651.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -113651.851562 Penalty: 2281.562012
	Iteration 19F: 3 clusters Score -113651.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105052 members 
Mstep: Class 2 contains 11415 members 
Mstep: Class 3 contains 7020 members 
Mstep: Class 4 contains 123941 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5199 members 
Mstep: Class 8 contains 9718 members 
Mstep: Class 9 contains 73597 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 105401 members 
Mstep: Class 12 contains 99377 members 
Mstep: Class 13 contains 97030 members 
Mstep: Class 14 contains 622 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 68743 members 
Mstep: Class 17 contains 25208 members 
Mstep: Class 18 contains 14307 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8540 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4783 members 
Mstep: Class 26 contains 18218 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9454 members 
Mstep: Class 30 contains 34562 members 
Mstep: Class 31 contains 43446 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2950 members 
Mstep: Class 35 contains 17844 members 
Mstep: Class 36 contains 6488 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Mstep: Class 41 contains 497 members 
Entering Unmasked Estep 
Score: -111784440.000000 Penalty: 91479.007812
Splitting cluster 14 changes total score from -111785120.000000 to -111784440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (3184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Entering Unmasked Estep 
Score: -398766.812500 Penalty: 1310.707642
	Iteration 0F: 2 clusters Score -398766.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -395970.187500 Penalty: 2621.415283
	Iteration 0F: 3 clusters Score -395970.2 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -396703.218750 Penalty: 2621.415283
	Iteration 1F: 3 clusters Score -396703.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -396847.687500 Penalty: 2621.415283
	Iteration 2F: 3 clusters Score -396847.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -396948.031250 Penalty: 2621.415283
	Iteration 3Q: 3 clusters Score -396948 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -397024.812500 Penalty: 2621.415283
	Iteration 4Q: 3 clusters Score -397024.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -397082.312500 Penalty: 2621.415283
	Iteration 5Q: 3 clusters Score -397082.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -397127.437500 Penalty: 2621.415283
	Iteration 6Q: 3 clusters Score -397127.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -397170.375000 Penalty: 2621.415283
	Iteration 7Q: 3 clusters Score -397170.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -397199.000000 Penalty: 2621.415283
	Iteration 8Q: 3 clusters Score -397199 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -397225.156250 Penalty: 2621.415283
	Iteration 9Q: 3 clusters Score -397225.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -397255.718750 Penalty: 2621.415283
	Iteration 10Q: 3 clusters Score -397255.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -397281.718750 Penalty: 2621.415283
	Iteration 11Q: 3 clusters Score -397281.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -397303.531250 Penalty: 2621.415283
	Iteration 12Q: 3 clusters Score -397303.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -397323.312500 Penalty: 2621.415283
	Iteration 13Q: 3 clusters Score -397323.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -397343.562500 Penalty: 2621.415283
	Iteration 14Q: 3 clusters Score -397343.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -397371.718750 Penalty: 2621.415283
	Iteration 15Q: 3 clusters Score -397371.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -397399.500000 Penalty: 2621.415283
	Iteration 16Q: 3 clusters Score -397399.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -397422.406250 Penalty: 2621.415283
	Iteration 17Q: 3 clusters Score -397422.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -397442.218750 Penalty: 2621.415283
	Iteration 18Q: 3 clusters Score -397442.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -397459.062500 Penalty: 2621.415283
	Iteration 19Q: 3 clusters Score -397459.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -397476.406250 Penalty: 2621.415283
	Iteration 20F: 3 clusters Score -397476.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -397500.000000 Penalty: 2621.415283
	Iteration 21Q: 3 clusters Score -397500 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -397526.375000 Penalty: 2621.415283
	Iteration 22Q: 3 clusters Score -397526.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -397547.593750 Penalty: 2621.415283
	Iteration 23Q: 3 clusters Score -397547.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -397560.812500 Penalty: 2621.415283
	Iteration 24Q: 3 clusters Score -397560.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -397577.656250 Penalty: 2621.415283
	Iteration 25Q: 3 clusters Score -397577.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -397596.500000 Penalty: 2621.415283
	Iteration 26Q: 3 clusters Score -397596.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -397617.687500 Penalty: 2621.415283
	Iteration 27Q: 3 clusters Score -397617.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -397626.312500 Penalty: 2621.415283
	Iteration 28Q: 3 clusters Score -397626.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -397639.375000 Penalty: 2621.415283
	Iteration 29Q: 3 clusters Score -397639.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -397648.468750 Penalty: 2621.415283
	Iteration 30Q: 3 clusters Score -397648.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -397654.875000 Penalty: 2621.415283
	Iteration 31Q: 3 clusters Score -397654.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -397662.937500 Penalty: 2621.415283
	Iteration 32Q: 3 clusters Score -397662.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -397668.843750 Penalty: 2621.415283
	Iteration 33Q: 3 clusters Score -397668.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -397673.750000 Penalty: 2621.415283
	Iteration 34Q: 3 clusters Score -397673.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -397680.093750 Penalty: 2621.415283
	Iteration 35Q: 3 clusters Score -397680.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -397685.218750 Penalty: 2621.415283
	Iteration 36Q: 3 clusters Score -397685.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -397688.406250 Penalty: 2621.415283
	Iteration 37Q: 3 clusters Score -397688.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -397691.468750 Penalty: 2621.415283
	Iteration 38Q: 3 clusters Score -397691.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -397692.093750 Penalty: 2621.415283
	Iteration 39Q: 3 clusters Score -397692.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -397693.125000 Penalty: 2621.415283
	Iteration 40F: 3 clusters Score -397693.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68743 members 
Entering Unmasked Estep 
Score: -8545881.000000 Penalty: 1809.946167
	Iteration 0F: 2 clusters Score -8545881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -8499791.000000 Penalty: 3619.892334
	Iteration 0F: 3 clusters Score -8499791 nChanged 32612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -8518906.000000 Penalty: 3619.892334
	Iteration 1F: 3 clusters Score -8518906 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -8519876.000000 Penalty: 3619.892334
	Iteration 2Q: 3 clusters Score -8519876 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -8521213.000000 Penalty: 3619.892334
	Iteration 3Q: 3 clusters Score -8521213 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -8523426.000000 Penalty: 3619.892334
	Iteration 4F: 3 clusters Score -8523426 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -8526972.000000 Penalty: 3619.892334
	Iteration 5F: 3 clusters Score -8526972 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54069 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -8532012.000000 Penalty: 3619.892334
	Iteration 6F: 3 clusters Score -8532012 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59192 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -8536993.000000 Penalty: 3619.892334
	Iteration 7F: 3 clusters Score -8536993 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62885 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -8540442.000000 Penalty: 3619.892334
	Iteration 8F: 3 clusters Score -8540442 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64968 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -8542287.000000 Penalty: 3619.892334
	Iteration 9Q: 3 clusters Score -8542287 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66072 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -8543174.000000 Penalty: 3619.892334
	Iteration 10Q: 3 clusters Score -8543174 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66659 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -8543569.000000 Penalty: 3619.892334
	Iteration 11Q: 3 clusters Score -8543569 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67015 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -8543821.000000 Penalty: 3619.892334
	Iteration 12Q: 3 clusters Score -8543821 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67264 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -8543974.000000 Penalty: 3619.892334
	Iteration 13Q: 3 clusters Score -8543974 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67452 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -8544082.000000 Penalty: 3619.892334
	Iteration 14Q: 3 clusters Score -8544082 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67584 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -8544181.000000 Penalty: 3619.892334
	Iteration 15Q: 3 clusters Score -8544181 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67683 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -8544255.000000 Penalty: 3619.892334
	Iteration 16Q: 3 clusters Score -8544255 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67762 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -8544313.000000 Penalty: 3619.892334
	Iteration 17Q: 3 clusters Score -8544313 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67825 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -8544366.000000 Penalty: 3619.892334
	Iteration 18Q: 3 clusters Score -8544366 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67864 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8544381.000000 Penalty: 3619.892334
	Iteration 19Q: 3 clusters Score -8544381 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67897 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -8544408.000000 Penalty: 3619.892334
	Iteration 20F: 3 clusters Score -8544408 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67919 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8544420.000000 Penalty: 3619.892334
	Iteration 21Q: 3 clusters Score -8544420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67927 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8544435.000000 Penalty: 3619.892334
	Iteration 22Q: 3 clusters Score -8544435 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67941 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8544444.000000 Penalty: 3619.892334
	Iteration 23Q: 3 clusters Score -8544444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67951 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -8544456.000000 Penalty: 3619.892334
	Iteration 24Q: 3 clusters Score -8544456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67958 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -8544457.000000 Penalty: 3619.892334
	Iteration 25Q: 3 clusters Score -8544457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67967 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -8544454.000000 Penalty: 3619.892334
	Iteration 26Q: 3 clusters Score -8544454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67975 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8544455.000000 Penalty: 3619.892334
	Iteration 27Q: 3 clusters Score -8544455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67979 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8544455.000000 Penalty: 3619.892334
	Iteration 28Q: 3 clusters Score -8544455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67981 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8544460.000000 Penalty: 3619.892334
	Iteration 29Q: 3 clusters Score -8544460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67981 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8544460.000000 Penalty: 3619.892334
	Iteration 30Q: 3 clusters Score -8544460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67977 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8544469.000000 Penalty: 3619.892334
	Iteration 31Q: 3 clusters Score -8544469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67977 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8544477.000000 Penalty: 3619.892334
	Iteration 32Q: 3 clusters Score -8544477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67978 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8544472.000000 Penalty: 3619.892334
	Iteration 33Q: 3 clusters Score -8544472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67979 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8544475.000000 Penalty: 3619.892334
	Iteration 34Q: 3 clusters Score -8544475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67982 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8544478.000000 Penalty: 3619.892334
	Iteration 35Q: 3 clusters Score -8544478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67985 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8544473.000000 Penalty: 3619.892334
	Iteration 36Q: 3 clusters Score -8544473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67990 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8544466.000000 Penalty: 3619.892334
	Iteration 37Q: 3 clusters Score -8544466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67991 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8544469.000000 Penalty: 3619.892334
	Iteration 38Q: 3 clusters Score -8544469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67993 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8544463.000000 Penalty: 3619.892334
	Iteration 39Q: 3 clusters Score -8544463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67994 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8544467.000000 Penalty: 3619.892334
	Iteration 40F: 3 clusters Score -8544467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Entering Unmasked Estep 
Score: -3112211.500000 Penalty: 1646.923950
	Iteration 0F: 2 clusters Score -3112212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -3095121.500000 Penalty: 3293.847900
	Iteration 0F: 3 clusters Score -3095122 nChanged 11540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -3101621.250000 Penalty: 3293.847900
	Iteration 1F: 3 clusters Score -3101621 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -3102166.250000 Penalty: 3293.847900
	Iteration 2F: 3 clusters Score -3102166 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -3102854.750000 Penalty: 3293.847900
	Iteration 3F: 3 clusters Score -3102855 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -3103727.750000 Penalty: 3293.847900
	Iteration 4F: 3 clusters Score -3103728 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -3104866.750000 Penalty: 3293.847900
	Iteration 5F: 3 clusters Score -3104867 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -3106194.000000 Penalty: 3293.847900
	Iteration 6F: 3 clusters Score -3106194 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -3107624.250000 Penalty: 3293.847900
	Iteration 7F: 3 clusters Score -3107624 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3108906.250000 Penalty: 3293.847900
	Iteration 8F: 3 clusters Score -3108906 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3109738.750000 Penalty: 3293.847900
	Iteration 9Q: 3 clusters Score -3109739 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3110176.500000 Penalty: 3293.847900
	Iteration 10Q: 3 clusters Score -3110176 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3110427.000000 Penalty: 3293.847900
	Iteration 11Q: 3 clusters Score -3110427 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3110545.000000 Penalty: 3293.847900
	Iteration 12Q: 3 clusters Score -3110545 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3110616.250000 Penalty: 3293.847900
	Iteration 13Q: 3 clusters Score -3110616 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3110665.250000 Penalty: 3293.847900
	Iteration 14Q: 3 clusters Score -3110665 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3110701.500000 Penalty: 3293.847900
	Iteration 15Q: 3 clusters Score -3110702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3110721.000000 Penalty: 3293.847900
	Iteration 16Q: 3 clusters Score -3110721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3110737.250000 Penalty: 3293.847900
	Iteration 17Q: 3 clusters Score -3110737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3110744.000000 Penalty: 3293.847900
	Iteration 18Q: 3 clusters Score -3110744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3110753.250000 Penalty: 3293.847900
	Iteration 19Q: 3 clusters Score -3110753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3110757.750000 Penalty: 3293.847900
	Iteration 20F: 3 clusters Score -3110758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3110763.250000 Penalty: 3293.847900
	Iteration 21Q: 3 clusters Score -3110763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3110762.000000 Penalty: 3293.847900
	Iteration 22Q: 3 clusters Score -3110762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3110762.000000 Penalty: 3293.847900
	Iteration 23F: 3 clusters Score -3110762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Entering Unmasked Estep 
Score: -1784307.000000 Penalty: 1554.881958
	Iteration 0F: 2 clusters Score -1784307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1774411.875000 Penalty: 3109.763916
	Iteration 0F: 3 clusters Score -1774412 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1777831.000000 Penalty: 3109.763916
	Iteration 1F: 3 clusters Score -1777831 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1778141.250000 Penalty: 3109.763916
	Iteration 2F: 3 clusters Score -1778141 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1778465.375000 Penalty: 3109.763916
	Iteration 3Q: 3 clusters Score -1778465 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1778833.500000 Penalty: 3109.763916
	Iteration 4Q: 3 clusters Score -1778834 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1779223.250000 Penalty: 3109.763916
	Iteration 5Q: 3 clusters Score -1779223 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1779649.250000 Penalty: 3109.763916
	Iteration 6F: 3 clusters Score -1779649 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1780113.125000 Penalty: 3109.763916
	Iteration 7F: 3 clusters Score -1780113 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1780587.500000 Penalty: 3109.763916
	Iteration 8F: 3 clusters Score -1780588 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1781098.750000 Penalty: 3109.763916
	Iteration 9F: 3 clusters Score -1781099 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1781524.375000 Penalty: 3109.763916
	Iteration 10Q: 3 clusters Score -1781524 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1781874.000000 Penalty: 3109.763916
	Iteration 11Q: 3 clusters Score -1781874 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1782127.500000 Penalty: 3109.763916
	Iteration 12Q: 3 clusters Score -1782128 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1782322.000000 Penalty: 3109.763916
	Iteration 13Q: 3 clusters Score -1782322 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1782515.750000 Penalty: 3109.763916
	Iteration 14Q: 3 clusters Score -1782516 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1782683.875000 Penalty: 3109.763916
	Iteration 15Q: 3 clusters Score -1782684 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1782827.750000 Penalty: 3109.763916
	Iteration 16Q: 3 clusters Score -1782828 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1782955.000000 Penalty: 3109.763916
	Iteration 17Q: 3 clusters Score -1782955 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1783064.750000 Penalty: 3109.763916
	Iteration 18Q: 3 clusters Score -1783065 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1783135.375000 Penalty: 3109.763916
	Iteration 19Q: 3 clusters Score -1783135 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1783184.000000 Penalty: 3109.763916
	Iteration 20F: 3 clusters Score -1783184 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1783225.500000 Penalty: 3109.763916
	Iteration 21Q: 3 clusters Score -1783226 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1783266.625000 Penalty: 3109.763916
	Iteration 22Q: 3 clusters Score -1783267 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1783313.250000 Penalty: 3109.763916
	Iteration 23Q: 3 clusters Score -1783313 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1783351.625000 Penalty: 3109.763916
	Iteration 24Q: 3 clusters Score -1783352 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1783396.375000 Penalty: 3109.763916
	Iteration 25Q: 3 clusters Score -1783396 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1783441.000000 Penalty: 3109.763916
	Iteration 26Q: 3 clusters Score -1783441 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1783486.875000 Penalty: 3109.763916
	Iteration 27Q: 3 clusters Score -1783487 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1783545.000000 Penalty: 3109.763916
	Iteration 28Q: 3 clusters Score -1783545 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1783616.250000 Penalty: 3109.763916
	Iteration 29Q: 3 clusters Score -1783616 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1783682.125000 Penalty: 3109.763916
	Iteration 30Q: 3 clusters Score -1783682 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1783719.500000 Penalty: 3109.763916
	Iteration 31Q: 3 clusters Score -1783720 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1783747.250000 Penalty: 3109.763916
	Iteration 32Q: 3 clusters Score -1783747 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1783762.750000 Penalty: 3109.763916
	Iteration 33Q: 3 clusters Score -1783763 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1783776.875000 Penalty: 3109.763916
	Iteration 34Q: 3 clusters Score -1783777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1783782.875000 Penalty: 3109.763916
	Iteration 35Q: 3 clusters Score -1783783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1783785.500000 Penalty: 3109.763916
	Iteration 36Q: 3 clusters Score -1783786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1783787.125000 Penalty: 3109.763916
	Iteration 37Q: 3 clusters Score -1783787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1783790.875000 Penalty: 3109.763916
	Iteration 38Q: 3 clusters Score -1783791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -1783789.625000 Penalty: 3109.763916
	Iteration 39Q: 3 clusters Score -1783790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -1783791.750000 Penalty: 3109.763916
	Iteration 40F: 3 clusters Score -1783792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -1783791.750000 Penalty: 3109.763916
	Iteration 41Q: 3 clusters Score -1783792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1783792.125000 Penalty: 3109.763916
	Iteration 42Q: 3 clusters Score -1783792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1783793.125000 Penalty: 3109.763916
	Iteration 43Q: 3 clusters Score -1783793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1783791.500000 Penalty: 3109.763916
	Iteration 44Q: 3 clusters Score -1783792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1783789.125000 Penalty: 3109.763916
	Iteration 45Q: 3 clusters Score -1783789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1783793.125000 Penalty: 3109.763916
	Iteration 46Q: 3 clusters Score -1783793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1783795.625000 Penalty: 3109.763916
	Iteration 47Q: 3 clusters Score -1783796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1783797.250000 Penalty: 3109.763916
	Iteration 48Q: 3 clusters Score -1783797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1783795.625000 Penalty: 3109.763916
	Iteration 49Q: 3 clusters Score -1783796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1783795.625000 Penalty: 3109.763916
	Iteration 50F: 3 clusters Score -1783796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Entering Unmasked Estep 
Score: -365352.062500 Penalty: 1308.911499
	Iteration 0F: 2 clusters Score -365352.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -362548.437500 Penalty: 2617.822998
	Iteration 0F: 3 clusters Score -362548.4 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -363286.125000 Penalty: 2617.822998
	Iteration 1F: 3 clusters Score -363286.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -363503.375000 Penalty: 2617.822998
	Iteration 2F: 3 clusters Score -363503.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -363664.125000 Penalty: 2617.822998
	Iteration 3F: 3 clusters Score -363664.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -363818.750000 Penalty: 2617.822998
	Iteration 4F: 3 clusters Score -363818.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -363954.062500 Penalty: 2617.822998
	Iteration 5F: 3 clusters Score -363954.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -364049.843750 Penalty: 2617.822998
	Iteration 6Q: 3 clusters Score -364049.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -364155.531250 Penalty: 2617.822998
	Iteration 7Q: 3 clusters Score -364155.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -364250.062500 Penalty: 2617.822998
	Iteration 8Q: 3 clusters Score -364250.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -364313.937500 Penalty: 2617.822998
	Iteration 9Q: 3 clusters Score -364313.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -364366.343750 Penalty: 2617.822998
	Iteration 10Q: 3 clusters Score -364366.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -364404.593750 Penalty: 2617.822998
	Iteration 11Q: 3 clusters Score -364404.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -364440.875000 Penalty: 2617.822998
	Iteration 12Q: 3 clusters Score -364440.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -364464.031250 Penalty: 2617.822998
	Iteration 13Q: 3 clusters Score -364464 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -364486.937500 Penalty: 2617.822998
	Iteration 14Q: 3 clusters Score -364486.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -364502.468750 Penalty: 2617.822998
	Iteration 15Q: 3 clusters Score -364502.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -364516.062500 Penalty: 2617.822998
	Iteration 16Q: 3 clusters Score -364516.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -364523.562500 Penalty: 2617.822998
	Iteration 17Q: 3 clusters Score -364523.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -364526.906250 Penalty: 2617.822998
	Iteration 18Q: 3 clusters Score -364526.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -364530.187500 Penalty: 2617.822998
	Iteration 19Q: 3 clusters Score -364530.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -364530.250000 Penalty: 2617.822998
	Iteration 20F: 3 clusters Score -364530.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -364531.718750 Penalty: 2617.822998
	Iteration 21Q: 3 clusters Score -364531.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -364532.468750 Penalty: 2617.822998
	Iteration 22Q: 3 clusters Score -364532.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -364532.937500 Penalty: 2617.822998
	Iteration 23Q: 3 clusters Score -364532.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -364533.437500 Penalty: 2617.822998
	Iteration 24Q: 3 clusters Score -364533.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -364533.437500 Penalty: 2617.822998
	Iteration 25F: 3 clusters Score -364533.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -45478.941406 Penalty: 979.986389
	Iteration 0F: 2 clusters Score -45478.94 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 181 members 
Entering Unmasked Estep 
Score: -44485.140625 Penalty: 1959.972778
	Iteration 0F: 3 clusters Score -44485.14 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -44630.011719 Penalty: 1959.972778
	Iteration 1F: 3 clusters Score -44630.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44676.761719 Penalty: 1959.972778
	Iteration 2F: 3 clusters Score -44676.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -44695.613281 Penalty: 1959.972778
	Iteration 3Q: 3 clusters Score -44695.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44702.367188 Penalty: 1959.972778
	Iteration 4Q: 3 clusters Score -44702.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -44706.839844 Penalty: 1959.972778
	Iteration 5Q: 3 clusters Score -44706.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -44707.730469 Penalty: 1959.972778
	Iteration 6Q: 3 clusters Score -44707.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -44707.730469 Penalty: 1959.972778
	Iteration 7F: 3 clusters Score -44707.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Entering Unmasked Estep 
Score: -1054822.500000 Penalty: 1471.033813
	Iteration 0F: 2 clusters Score -1054822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1048545.187500 Penalty: 2942.067627
	Iteration 0F: 3 clusters Score -1048545 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1050513.875000 Penalty: 2942.067627
	Iteration 1F: 3 clusters Score -1050514 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1050777.875000 Penalty: 2942.067627
	Iteration 2F: 3 clusters Score -1050778 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1051013.375000 Penalty: 2942.067627
	Iteration 3F: 3 clusters Score -1051013 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1051215.125000 Penalty: 2942.067627
	Iteration 4Q: 3 clusters Score -1051215 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1051375.875000 Penalty: 2942.067627
	Iteration 5Q: 3 clusters Score -1051376 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1051513.750000 Penalty: 2942.067627
	Iteration 6Q: 3 clusters Score -1051514 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1051641.250000 Penalty: 2942.067627
	Iteration 7Q: 3 clusters Score -1051641 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1051775.375000 Penalty: 2942.067627
	Iteration 8Q: 3 clusters Score -1051775 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1051932.375000 Penalty: 2942.067627
	Iteration 9Q: 3 clusters Score -1051932 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1052099.125000 Penalty: 2942.067627
	Iteration 10Q: 3 clusters Score -1052099 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1052248.250000 Penalty: 2942.067627
	Iteration 11Q: 3 clusters Score -1052248 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1052405.500000 Penalty: 2942.067627
	Iteration 12Q: 3 clusters Score -1052406 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1052552.625000 Penalty: 2942.067627
	Iteration 13Q: 3 clusters Score -1052553 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1052691.750000 Penalty: 2942.067627
	Iteration 14Q: 3 clusters Score -1052692 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1052847.000000 Penalty: 2942.067627
	Iteration 15Q: 3 clusters Score -1052847 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1052983.125000 Penalty: 2942.067627
	Iteration 16Q: 3 clusters Score -1052983 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1053093.750000 Penalty: 2942.067627
	Iteration 17Q: 3 clusters Score -1053094 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1053185.750000 Penalty: 2942.067627
	Iteration 18Q: 3 clusters Score -1053186 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1053250.500000 Penalty: 2942.067627
	Iteration 19Q: 3 clusters Score -1053250 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1053294.000000 Penalty: 2942.067627
	Iteration 20F: 3 clusters Score -1053294 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1053331.375000 Penalty: 2942.067627
	Iteration 21Q: 3 clusters Score -1053331 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1053378.000000 Penalty: 2942.067627
	Iteration 22Q: 3 clusters Score -1053378 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1053417.000000 Penalty: 2942.067627
	Iteration 23Q: 3 clusters Score -1053417 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1053445.375000 Penalty: 2942.067627
	Iteration 24Q: 3 clusters Score -1053445 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1053477.125000 Penalty: 2942.067627
	Iteration 25Q: 3 clusters Score -1053477 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1053498.750000 Penalty: 2942.067627
	Iteration 26Q: 3 clusters Score -1053499 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1053524.000000 Penalty: 2942.067627
	Iteration 27Q: 3 clusters Score -1053524 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1053555.250000 Penalty: 2942.067627
	Iteration 28Q: 3 clusters Score -1053555 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1053577.750000 Penalty: 2942.067627
	Iteration 29Q: 3 clusters Score -1053578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1053596.875000 Penalty: 2942.067627
	Iteration 30Q: 3 clusters Score -1053597 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1053611.125000 Penalty: 2942.067627
	Iteration 31Q: 3 clusters Score -1053611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1053624.500000 Penalty: 2942.067627
	Iteration 32Q: 3 clusters Score -1053624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1053634.375000 Penalty: 2942.067627
	Iteration 33Q: 3 clusters Score -1053634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1053640.125000 Penalty: 2942.067627
	Iteration 34Q: 3 clusters Score -1053640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1053649.625000 Penalty: 2942.067627
	Iteration 35Q: 3 clusters Score -1053650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1053659.000000 Penalty: 2942.067627
	Iteration 36Q: 3 clusters Score -1053659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1053662.750000 Penalty: 2942.067627
	Iteration 37Q: 3 clusters Score -1053663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1053666.625000 Penalty: 2942.067627
	Iteration 38Q: 3 clusters Score -1053667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1053666.375000 Penalty: 2942.067627
	Iteration 39Q: 3 clusters Score -1053666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1053673.375000 Penalty: 2942.067627
	Iteration 40F: 3 clusters Score -1053673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1053675.500000 Penalty: 2942.067627
	Iteration 41Q: 3 clusters Score -1053676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1053675.125000 Penalty: 2942.067627
	Iteration 42Q: 3 clusters Score -1053675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1053679.250000 Penalty: 2942.067627
	Iteration 43Q: 3 clusters Score -1053679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1053681.375000 Penalty: 2942.067627
	Iteration 44Q: 3 clusters Score -1053681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1053682.875000 Penalty: 2942.067627
	Iteration 45Q: 3 clusters Score -1053683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1053684.375000 Penalty: 2942.067627
	Iteration 46Q: 3 clusters Score -1053684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1053684.375000 Penalty: 2942.067627
	Iteration 47Q: 3 clusters Score -1053684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1053685.000000 Penalty: 2942.067627
	Iteration 48Q: 3 clusters Score -1053685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1053686.125000 Penalty: 2942.067627
	Iteration 49Q: 3 clusters Score -1053686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1053686.125000 Penalty: 2942.067627
	Iteration 50F: 3 clusters Score -1053686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -27619.662109 Penalty: 950.515259
	Iteration 0F: 2 clusters Score -27619.66 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 169 members 
Entering Unmasked Estep 
Score: -26732.365234 Penalty: 1901.030518
	Iteration 0F: 3 clusters Score -26732.37 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -26943.423828 Penalty: 1901.030518
	Iteration 1F: 3 clusters Score -26943.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27058.755859 Penalty: 1901.030518
	Iteration 2F: 3 clusters Score -27058.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27161.742188 Penalty: 1901.030518
	Iteration 3F: 3 clusters Score -27161.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27267.503906 Penalty: 1901.030518
	Iteration 4F: 3 clusters Score -27267.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27325.300781 Penalty: 1901.030518
	Iteration 5Q: 3 clusters Score -27325.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27375.046875 Penalty: 1901.030518
	Iteration 6Q: 3 clusters Score -27375.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27405.443359 Penalty: 1901.030518
	Iteration 7Q: 3 clusters Score -27405.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27411.705078 Penalty: 1901.030518
	Iteration 8Q: 3 clusters Score -27411.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27412.562500 Penalty: 1901.030518
	Iteration 9Q: 3 clusters Score -27412.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27414.912109 Penalty: 1901.030518
	Iteration 10Q: 3 clusters Score -27414.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27414.912109 Penalty: 1901.030518
	Iteration 11F: 3 clusters Score -27414.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -64860.394531 Penalty: 1032.302246
	Iteration 0F: 2 clusters Score -64860.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -63760.542969 Penalty: 2064.604492
	Iteration 0F: 3 clusters Score -63760.54 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -63969.453125 Penalty: 2064.604492
	Iteration 1F: 3 clusters Score -63969.45 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -64040.496094 Penalty: 2064.604492
	Iteration 2F: 3 clusters Score -64040.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -64133.968750 Penalty: 2064.604492
	Iteration 3F: 3 clusters Score -64133.97 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -64236.343750 Penalty: 2064.604492
	Iteration 4F: 3 clusters Score -64236.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -64385.820312 Penalty: 2064.604492
	Iteration 5F: 3 clusters Score -64385.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -64589.574219 Penalty: 2064.604492
	Iteration 6Q: 3 clusters Score -64589.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -64706.343750 Penalty: 2064.604492
	Iteration 7Q: 3 clusters Score -64706.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -64759.968750 Penalty: 2064.604492
	Iteration 8Q: 3 clusters Score -64759.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -64801.562500 Penalty: 2064.604492
	Iteration 9Q: 3 clusters Score -64801.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -64825.128906 Penalty: 2064.604492
	Iteration 10Q: 3 clusters Score -64825.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -64843.113281 Penalty: 2064.604492
	Iteration 11Q: 3 clusters Score -64843.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -64861.675781 Penalty: 2064.604492
	Iteration 12Q: 3 clusters Score -64861.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -64882.484375 Penalty: 2064.604492
	Iteration 13Q: 3 clusters Score -64882.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -64891.585938 Penalty: 2064.604492
	Iteration 14Q: 3 clusters Score -64891.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -64901.097656 Penalty: 2064.604492
	Iteration 15Q: 3 clusters Score -64901.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -64906.804688 Penalty: 2064.604492
	Iteration 16Q: 3 clusters Score -64906.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -64907.691406 Penalty: 2064.604492
	Iteration 17Q: 3 clusters Score -64907.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -64909.074219 Penalty: 2064.604492
	Iteration 18Q: 3 clusters Score -64909.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -64909.570312 Penalty: 2064.604492
	Iteration 19Q: 3 clusters Score -64909.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -64910.207031 Penalty: 2064.604492
	Iteration 20F: 3 clusters Score -64910.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -64918.484375 Penalty: 2064.604492
	Iteration 21Q: 3 clusters Score -64918.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -64918.484375 Penalty: 2064.604492
	Iteration 22F: 3 clusters Score -64918.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105052 members 
Mstep: Class 2 contains 11415 members 
Mstep: Class 3 contains 7020 members 
Mstep: Class 4 contains 123941 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5199 members 
Mstep: Class 8 contains 9718 members 
Mstep: Class 9 contains 73597 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 105401 members 
Mstep: Class 12 contains 99377 members 
Mstep: Class 13 contains 97030 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 68743 members 
Mstep: Class 17 contains 25208 members 
Mstep: Class 18 contains 14307 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8540 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4783 members 
Mstep: Class 26 contains 18218 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9454 members 
Mstep: Class 30 contains 34562 members 
Mstep: Class 31 contains 43446 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2950 members 
Mstep: Class 35 contains 17844 members 
Mstep: Class 36 contains 6488 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Mstep: Class 41 contains 204 members 
Entering Unmasked Estep 
Score: -111784024.000000 Penalty: 91479.007812
Splitting cluster 23 changes total score from -111785120.000000 to -111784024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -89541.828125 Penalty: 1078.341309
	Iteration 0F: 2 clusters Score -89541.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -88251.242188 Penalty: 2156.682617
	Iteration 0F: 3 clusters Score -88251.24 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -88462.875000 Penalty: 2156.682617
	Iteration 1F: 3 clusters Score -88462.88 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -88514.398438 Penalty: 2156.682617
	Iteration 2F: 3 clusters Score -88514.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -88544.320312 Penalty: 2156.682617
	Iteration 3Q: 3 clusters Score -88544.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -88558.554688 Penalty: 2156.682617
	Iteration 4Q: 3 clusters Score -88558.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -88568.265625 Penalty: 2156.682617
	Iteration 5Q: 3 clusters Score -88568.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -88572.312500 Penalty: 2156.682617
	Iteration 6Q: 3 clusters Score -88572.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -88575.289062 Penalty: 2156.682617
	Iteration 7Q: 3 clusters Score -88575.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -88578.179688 Penalty: 2156.682617
	Iteration 8Q: 3 clusters Score -88578.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -88581.375000 Penalty: 2156.682617
	Iteration 9Q: 3 clusters Score -88581.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -88581.921875 Penalty: 2156.682617
	Iteration 10Q: 3 clusters Score -88581.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -88583.085938 Penalty: 2156.682617
	Iteration 11Q: 3 clusters Score -88583.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -88583.085938 Penalty: 2156.682617
	Iteration 12F: 3 clusters Score -88583.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Entering Unmasked Estep 
Score: -596626.625000 Penalty: 1376.833740
	Iteration 0F: 2 clusters Score -596626.6 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 2388 members 
Entering Unmasked Estep 
Score: -592807.500000 Penalty: 2753.667480
	Iteration 0F: 3 clusters Score -592807.5 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -593861.500000 Penalty: 2753.667480
	Iteration 1F: 3 clusters Score -593861.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -594017.250000 Penalty: 2753.667480
	Iteration 2F: 3 clusters Score -594017.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -594124.937500 Penalty: 2753.667480
	Iteration 3Q: 3 clusters Score -594124.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -594221.312500 Penalty: 2753.667480
	Iteration 4Q: 3 clusters Score -594221.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -594299.687500 Penalty: 2753.667480
	Iteration 5Q: 3 clusters Score -594299.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -594352.562500 Penalty: 2753.667480
	Iteration 6Q: 3 clusters Score -594352.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -594400.875000 Penalty: 2753.667480
	Iteration 7Q: 3 clusters Score -594400.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -594450.125000 Penalty: 2753.667480
	Iteration 8Q: 3 clusters Score -594450.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -594496.312500 Penalty: 2753.667480
	Iteration 9Q: 3 clusters Score -594496.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -594546.437500 Penalty: 2753.667480
	Iteration 10Q: 3 clusters Score -594546.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -594598.437500 Penalty: 2753.667480
	Iteration 11Q: 3 clusters Score -594598.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -594647.812500 Penalty: 2753.667480
	Iteration 12Q: 3 clusters Score -594647.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -594685.500000 Penalty: 2753.667480
	Iteration 13Q: 3 clusters Score -594685.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -594718.687500 Penalty: 2753.667480
	Iteration 14Q: 3 clusters Score -594718.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -594754.375000 Penalty: 2753.667480
	Iteration 15Q: 3 clusters Score -594754.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -594799.875000 Penalty: 2753.667480
	Iteration 16Q: 3 clusters Score -594799.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -594849.437500 Penalty: 2753.667480
	Iteration 17Q: 3 clusters Score -594849.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -594894.125000 Penalty: 2753.667480
	Iteration 18Q: 3 clusters Score -594894.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -594930.250000 Penalty: 2753.667480
	Iteration 19Q: 3 clusters Score -594930.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -594972.375000 Penalty: 2753.667480
	Iteration 20F: 3 clusters Score -594972.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -595013.000000 Penalty: 2753.667480
	Iteration 21Q: 3 clusters Score -595013 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -595039.625000 Penalty: 2753.667480
	Iteration 22Q: 3 clusters Score -595039.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -595066.375000 Penalty: 2753.667480
	Iteration 23Q: 3 clusters Score -595066.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -595084.812500 Penalty: 2753.667480
	Iteration 24Q: 3 clusters Score -595084.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -595097.000000 Penalty: 2753.667480
	Iteration 25Q: 3 clusters Score -595097 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -595106.625000 Penalty: 2753.667480
	Iteration 26Q: 3 clusters Score -595106.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -595116.937500 Penalty: 2753.667480
	Iteration 27Q: 3 clusters Score -595116.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -595127.187500 Penalty: 2753.667480
	Iteration 28Q: 3 clusters Score -595127.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -595137.125000 Penalty: 2753.667480
	Iteration 29Q: 3 clusters Score -595137.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -595147.437500 Penalty: 2753.667480
	Iteration 30Q: 3 clusters Score -595147.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -595154.687500 Penalty: 2753.667480
	Iteration 31Q: 3 clusters Score -595154.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -595164.875000 Penalty: 2753.667480
	Iteration 32Q: 3 clusters Score -595164.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -595172.625000 Penalty: 2753.667480
	Iteration 33Q: 3 clusters Score -595172.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -595179.687500 Penalty: 2753.667480
	Iteration 34Q: 3 clusters Score -595179.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -595182.375000 Penalty: 2753.667480
	Iteration 35Q: 3 clusters Score -595182.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -595184.312500 Penalty: 2753.667480
	Iteration 36Q: 3 clusters Score -595184.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -595185.500000 Penalty: 2753.667480
	Iteration 37Q: 3 clusters Score -595185.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -595187.750000 Penalty: 2753.667480
	Iteration 38Q: 3 clusters Score -595187.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -595191.562500 Penalty: 2753.667480
	Iteration 39Q: 3 clusters Score -595191.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -595193.250000 Penalty: 2753.667480
	Iteration 40F: 3 clusters Score -595193.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -595194.625000 Penalty: 2753.667480
	Iteration 41Q: 3 clusters Score -595194.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -595197.687500 Penalty: 2753.667480
	Iteration 42Q: 3 clusters Score -595197.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -595200.812500 Penalty: 2753.667480
	Iteration 43Q: 3 clusters Score -595200.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -595203.250000 Penalty: 2753.667480
	Iteration 44Q: 3 clusters Score -595203.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -595207.000000 Penalty: 2753.667480
	Iteration 45Q: 3 clusters Score -595207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -595207.687500 Penalty: 2753.667480
	Iteration 46Q: 3 clusters Score -595207.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -595208.750000 Penalty: 2753.667480
	Iteration 47Q: 3 clusters Score -595208.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -595208.437500 Penalty: 2753.667480
	Iteration 48Q: 3 clusters Score -595208.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -595208.375000 Penalty: 2753.667480
	Iteration 49Q: 3 clusters Score -595208.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -595208.875000 Penalty: 2753.667480
	Iteration 50Q: 3 clusters Score -595208.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -595208.500000 Penalty: 2753.667480
	Iteration 51Q: 3 clusters Score -595208.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -595209.000000 Penalty: 2753.667480
	Iteration 52Q: 3 clusters Score -595209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -595209.437500 Penalty: 2753.667480
	Iteration 53Q: 3 clusters Score -595209.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -595209.437500 Penalty: 2753.667480
	Iteration 54F: 3 clusters Score -595209.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Entering Unmasked Estep 
Score: -2263256.000000 Penalty: 1594.151855
	Iteration 0F: 2 clusters Score -2263256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -2250804.000000 Penalty: 3188.303711
	Iteration 0F: 3 clusters Score -2250804 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2255237.500000 Penalty: 3188.303711
	Iteration 1F: 3 clusters Score -2255238 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2255544.500000 Penalty: 3188.303711
	Iteration 2Q: 3 clusters Score -2255544 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2255802.750000 Penalty: 3188.303711
	Iteration 3Q: 3 clusters Score -2255803 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2256073.000000 Penalty: 3188.303711
	Iteration 4Q: 3 clusters Score -2256073 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2256350.000000 Penalty: 3188.303711
	Iteration 5Q: 3 clusters Score -2256350 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -2256702.500000 Penalty: 3188.303711
	Iteration 6Q: 3 clusters Score -2256702 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2257139.250000 Penalty: 3188.303711
	Iteration 7Q: 3 clusters Score -2257139 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2257647.500000 Penalty: 3188.303711
	Iteration 8Q: 3 clusters Score -2257648 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2258191.000000 Penalty: 3188.303711
	Iteration 9Q: 3 clusters Score -2258191 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2258739.500000 Penalty: 3188.303711
	Iteration 10Q: 3 clusters Score -2258740 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2259248.500000 Penalty: 3188.303711
	Iteration 11Q: 3 clusters Score -2259248 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2259676.750000 Penalty: 3188.303711
	Iteration 12Q: 3 clusters Score -2259677 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2260045.750000 Penalty: 3188.303711
	Iteration 13Q: 3 clusters Score -2260046 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2260362.500000 Penalty: 3188.303711
	Iteration 14Q: 3 clusters Score -2260362 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2260652.250000 Penalty: 3188.303711
	Iteration 15Q: 3 clusters Score -2260652 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2260908.250000 Penalty: 3188.303711
	Iteration 16Q: 3 clusters Score -2260908 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2261135.750000 Penalty: 3188.303711
	Iteration 17Q: 3 clusters Score -2261136 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2261300.250000 Penalty: 3188.303711
	Iteration 18Q: 3 clusters Score -2261300 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2261431.750000 Penalty: 3188.303711
	Iteration 19Q: 3 clusters Score -2261432 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2261525.750000 Penalty: 3188.303711
	Iteration 20F: 3 clusters Score -2261526 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2261594.250000 Penalty: 3188.303711
	Iteration 21Q: 3 clusters Score -2261594 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2261647.250000 Penalty: 3188.303711
	Iteration 22Q: 3 clusters Score -2261647 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2261697.250000 Penalty: 3188.303711
	Iteration 23Q: 3 clusters Score -2261697 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2261725.000000 Penalty: 3188.303711
	Iteration 24Q: 3 clusters Score -2261725 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2261763.750000 Penalty: 3188.303711
	Iteration 25Q: 3 clusters Score -2261764 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2261791.000000 Penalty: 3188.303711
	Iteration 26Q: 3 clusters Score -2261791 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2261815.250000 Penalty: 3188.303711
	Iteration 27Q: 3 clusters Score -2261815 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2261829.750000 Penalty: 3188.303711
	Iteration 28Q: 3 clusters Score -2261830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2261849.500000 Penalty: 3188.303711
	Iteration 29Q: 3 clusters Score -2261850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2261866.500000 Penalty: 3188.303711
	Iteration 30Q: 3 clusters Score -2261866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2261891.500000 Penalty: 3188.303711
	Iteration 31Q: 3 clusters Score -2261892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2261903.250000 Penalty: 3188.303711
	Iteration 32Q: 3 clusters Score -2261903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2261915.000000 Penalty: 3188.303711
	Iteration 33Q: 3 clusters Score -2261915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2261922.500000 Penalty: 3188.303711
	Iteration 34Q: 3 clusters Score -2261922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2261927.750000 Penalty: 3188.303711
	Iteration 35Q: 3 clusters Score -2261928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2261939.250000 Penalty: 3188.303711
	Iteration 36Q: 3 clusters Score -2261939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2261942.750000 Penalty: 3188.303711
	Iteration 37Q: 3 clusters Score -2261943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2261941.000000 Penalty: 3188.303711
	Iteration 38Q: 3 clusters Score -2261941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2261942.250000 Penalty: 3188.303711
	Iteration 39Q: 3 clusters Score -2261942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2261942.750000 Penalty: 3188.303711
	Iteration 40F: 3 clusters Score -2261943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2261945.500000 Penalty: 3188.303711
	Iteration 41Q: 3 clusters Score -2261946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2261946.750000 Penalty: 3188.303711
	Iteration 42Q: 3 clusters Score -2261947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2261946.000000 Penalty: 3188.303711
	Iteration 43Q: 3 clusters Score -2261946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2261945.500000 Penalty: 3188.303711
	Iteration 44Q: 3 clusters Score -2261946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2261945.500000 Penalty: 3188.303711
	Iteration 45F: 3 clusters Score -2261946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Entering Unmasked Estep 
Score: -795013.687500 Penalty: 1432.618164
	Iteration 0F: 2 clusters Score -795013.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -790018.125000 Penalty: 2865.236328
	Iteration 0F: 3 clusters Score -790018.1 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -791966.500000 Penalty: 2865.236328
	Iteration 1F: 3 clusters Score -791966.5 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -792529.000000 Penalty: 2865.236328
	Iteration 2F: 3 clusters Score -792529 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -792948.062500 Penalty: 2865.236328
	Iteration 3F: 3 clusters Score -792948.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -793270.937500 Penalty: 2865.236328
	Iteration 4F: 3 clusters Score -793270.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -793667.812500 Penalty: 2865.236328
	Iteration 5F: 3 clusters Score -793667.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -793979.250000 Penalty: 2865.236328
	Iteration 6F: 3 clusters Score -793979.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -794225.937500 Penalty: 2865.236328
	Iteration 7Q: 3 clusters Score -794225.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -794394.062500 Penalty: 2865.236328
	Iteration 8Q: 3 clusters Score -794394.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -794488.125000 Penalty: 2865.236328
	Iteration 9Q: 3 clusters Score -794488.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -794560.125000 Penalty: 2865.236328
	Iteration 10Q: 3 clusters Score -794560.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -794618.562500 Penalty: 2865.236328
	Iteration 11Q: 3 clusters Score -794618.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -794689.000000 Penalty: 2865.236328
	Iteration 12Q: 3 clusters Score -794689 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -794754.125000 Penalty: 2865.236328
	Iteration 13Q: 3 clusters Score -794754.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -794813.312500 Penalty: 2865.236328
	Iteration 14Q: 3 clusters Score -794813.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -794874.437500 Penalty: 2865.236328
	Iteration 15Q: 3 clusters Score -794874.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -794928.125000 Penalty: 2865.236328
	Iteration 16Q: 3 clusters Score -794928.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -794956.250000 Penalty: 2865.236328
	Iteration 17Q: 3 clusters Score -794956.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -794963.437500 Penalty: 2865.236328
	Iteration 18Q: 3 clusters Score -794963.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -794970.375000 Penalty: 2865.236328
	Iteration 19Q: 3 clusters Score -794970.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -794980.687500 Penalty: 2865.236328
	Iteration 20F: 3 clusters Score -794980.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -794988.000000 Penalty: 2865.236328
	Iteration 21Q: 3 clusters Score -794988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -794993.125000 Penalty: 2865.236328
	Iteration 22Q: 3 clusters Score -794993.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -794997.750000 Penalty: 2865.236328
	Iteration 23Q: 3 clusters Score -794997.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -795001.812500 Penalty: 2865.236328
	Iteration 24Q: 3 clusters Score -795001.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -795008.875000 Penalty: 2865.236328
	Iteration 25Q: 3 clusters Score -795008.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -795021.125000 Penalty: 2865.236328
	Iteration 26Q: 3 clusters Score -795021.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -795037.125000 Penalty: 2865.236328
	Iteration 27Q: 3 clusters Score -795037.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -795044.250000 Penalty: 2865.236328
	Iteration 28Q: 3 clusters Score -795044.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -795048.125000 Penalty: 2865.236328
	Iteration 29Q: 3 clusters Score -795048.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -795050.625000 Penalty: 2865.236328
	Iteration 30Q: 3 clusters Score -795050.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -795050.687500 Penalty: 2865.236328
	Iteration 31Q: 3 clusters Score -795050.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -795051.437500 Penalty: 2865.236328
	Iteration 32Q: 3 clusters Score -795051.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -795051.437500 Penalty: 2865.236328
	Iteration 33F: 3 clusters Score -795051.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105052 members 
Mstep: Class 2 contains 11415 members 
Mstep: Class 3 contains 7020 members 
Mstep: Class 4 contains 123941 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5199 members 
Mstep: Class 8 contains 9718 members 
Mstep: Class 9 contains 73597 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 105401 members 
Mstep: Class 12 contains 99377 members 
Mstep: Class 13 contains 97030 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 68743 members 
Mstep: Class 17 contains 25208 members 
Mstep: Class 18 contains 14307 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8540 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4783 members 
Mstep: Class 26 contains 18218 members 
Mstep: Class 27 contains 5710 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9454 members 
Mstep: Class 30 contains 34562 members 
Mstep: Class 31 contains 43446 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2950 members 
Mstep: Class 35 contains 17844 members 
Mstep: Class 36 contains 6488 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Mstep: Class 41 contains 1032 members 
Entering Unmasked Estep 
Score: -111784488.000000 Penalty: 91479.007812
Splitting cluster 27 changes total score from -111785120.000000 to -111784488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -30122.925781 Penalty: 958.287476
	Iteration 0F: 2 clusters Score -30122.93 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 169 members 
Entering Unmasked Estep 
Score: -29246.341797 Penalty: 1916.574951
	Iteration 0F: 3 clusters Score -29246.34 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29480.125000 Penalty: 1916.574951
	Iteration 1F: 3 clusters Score -29480.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -29580.074219 Penalty: 1916.574951
	Iteration 2F: 3 clusters Score -29580.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29677.751953 Penalty: 1916.574951
	Iteration 3F: 3 clusters Score -29677.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -29712.173828 Penalty: 1916.574951
	Iteration 4Q: 3 clusters Score -29712.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29732.671875 Penalty: 1916.574951
	Iteration 5Q: 3 clusters Score -29732.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -29752.423828 Penalty: 1916.574951
	Iteration 6Q: 3 clusters Score -29752.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -29779.042969 Penalty: 1916.574951
	Iteration 7Q: 3 clusters Score -29779.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29796.636719 Penalty: 1916.574951
	Iteration 8Q: 3 clusters Score -29796.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29813.021484 Penalty: 1916.574951
	Iteration 9Q: 3 clusters Score -29813.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -29823.058594 Penalty: 1916.574951
	Iteration 10Q: 3 clusters Score -29823.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -29829.791016 Penalty: 1916.574951
	Iteration 11Q: 3 clusters Score -29829.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -29829.791016 Penalty: 1916.574951
	Iteration 12F: 3 clusters Score -29829.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Entering Unmasked Estep 
Score: -1179376.500000 Penalty: 1487.556396
	Iteration 0F: 2 clusters Score -1179376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1172533.625000 Penalty: 2975.112793
	Iteration 0F: 3 clusters Score -1172534 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1174884.250000 Penalty: 2975.112793
	Iteration 1F: 3 clusters Score -1174884 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1175265.250000 Penalty: 2975.112793
	Iteration 2F: 3 clusters Score -1175265 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1175613.500000 Penalty: 2975.112793
	Iteration 3F: 3 clusters Score -1175614 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1176001.500000 Penalty: 2975.112793
	Iteration 4F: 3 clusters Score -1176002 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1176475.625000 Penalty: 2975.112793
	Iteration 5F: 3 clusters Score -1176476 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1177005.375000 Penalty: 2975.112793
	Iteration 6F: 3 clusters Score -1177005 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1177433.500000 Penalty: 2975.112793
	Iteration 7F: 3 clusters Score -1177434 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1177744.125000 Penalty: 2975.112793
	Iteration 8F: 3 clusters Score -1177744 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1177931.125000 Penalty: 2975.112793
	Iteration 9Q: 3 clusters Score -1177931 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1178054.250000 Penalty: 2975.112793
	Iteration 10Q: 3 clusters Score -1178054 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1178133.000000 Penalty: 2975.112793
	Iteration 11Q: 3 clusters Score -1178133 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1178184.625000 Penalty: 2975.112793
	Iteration 12Q: 3 clusters Score -1178185 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1178228.875000 Penalty: 2975.112793
	Iteration 13Q: 3 clusters Score -1178229 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1178250.500000 Penalty: 2975.112793
	Iteration 14Q: 3 clusters Score -1178250 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1178265.625000 Penalty: 2975.112793
	Iteration 15Q: 3 clusters Score -1178266 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1178276.500000 Penalty: 2975.112793
	Iteration 16Q: 3 clusters Score -1178276 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1178280.375000 Penalty: 2975.112793
	Iteration 17Q: 3 clusters Score -1178280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1178283.250000 Penalty: 2975.112793
	Iteration 18Q: 3 clusters Score -1178283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1178288.375000 Penalty: 2975.112793
	Iteration 19Q: 3 clusters Score -1178288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1178288.000000 Penalty: 2975.112793
	Iteration 20F: 3 clusters Score -1178288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1178287.750000 Penalty: 2975.112793
	Iteration 21Q: 3 clusters Score -1178288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1178289.875000 Penalty: 2975.112793
	Iteration 22Q: 3 clusters Score -1178290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1178290.875000 Penalty: 2975.112793
	Iteration 23Q: 3 clusters Score -1178291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1178289.875000 Penalty: 2975.112793
	Iteration 24Q: 3 clusters Score -1178290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1178291.000000 Penalty: 2975.112793
	Iteration 25Q: 3 clusters Score -1178291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1178291.000000 Penalty: 2975.112793
	Iteration 26F: 3 clusters Score -1178291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (34562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Entering Unmasked Estep 
Score: -4252334.500000 Penalty: 1698.207886
	Iteration 0F: 2 clusters Score -4252334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -4228976.500000 Penalty: 3396.415771
	Iteration 0F: 3 clusters Score -4228976 nChanged 16053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -4237978.500000 Penalty: 3396.415771
	Iteration 1F: 3 clusters Score -4237978 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -4238490.000000 Penalty: 3396.415771
	Iteration 2Q: 3 clusters Score -4238490 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -4239119.000000 Penalty: 3396.415771
	Iteration 3Q: 3 clusters Score -4239119 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -4239990.500000 Penalty: 3396.415771
	Iteration 4Q: 3 clusters Score -4239990 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -4241211.500000 Penalty: 3396.415771
	Iteration 5F: 3 clusters Score -4241212 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -4242813.500000 Penalty: 3396.415771
	Iteration 6F: 3 clusters Score -4242814 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -4244713.500000 Penalty: 3396.415771
	Iteration 7F: 3 clusters Score -4244714 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -4246463.000000 Penalty: 3396.415771
	Iteration 8F: 3 clusters Score -4246463 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -4247864.500000 Penalty: 3396.415771
	Iteration 9F: 3 clusters Score -4247864 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -4248846.000000 Penalty: 3396.415771
	Iteration 10Q: 3 clusters Score -4248846 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -4249522.500000 Penalty: 3396.415771
	Iteration 11Q: 3 clusters Score -4249522 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -4249911.000000 Penalty: 3396.415771
	Iteration 12Q: 3 clusters Score -4249911 nChanged 718
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Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -4250171.500000 Penalty: 3396.415771
	Iteration 13Q: 3 clusters Score -4250172 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -4250378.000000 Penalty: 3396.415771
	Iteration 14Q: 3 clusters Score -4250378 nChanged 464
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -4250515.500000 Penalty: 3396.415771
	Iteration 15Q: 3 clusters Score -4250516 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -4250698.000000 Penalty: 3396.415771
	Iteration 16Q: 3 clusters Score -4250698 nChanged 470
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -4250861.500000 Penalty: 3396.415771
	Iteration 17Q: 3 clusters Score -4250862 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -4251034.000000 Penalty: 3396.415771
	Iteration 18Q: 3 clusters Score -4251034 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -4251195.500000 Penalty: 3396.415771
	Iteration 19Q: 3 clusters Score -4251196 nChanged 426
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -4251359.500000 Penalty: 3396.415771
	Iteration 20F: 3 clusters Score -4251360 nChanged 398
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -4251500.500000 Penalty: 3396.415771
	Iteration 21Q: 3 clusters Score -4251500 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -4251629.500000 Penalty: 3396.415771
	Iteration 22Q: 3 clusters Score -4251630 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -4251712.000000 Penalty: 3396.415771
	Iteration 23Q: 3 clusters Score -4251712 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -4251776.500000 Penalty: 3396.415771
	Iteration 24Q: 3 clusters Score -4251776 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -4251820.000000 Penalty: 3396.415771
	Iteration 25Q: 3 clusters Score -4251820 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -4251854.500000 Penalty: 3396.415771
	Iteration 26Q: 3 clusters Score -4251854 nChanged 122
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -4251875.000000 Penalty: 3396.415771
	Iteration 27Q: 3 clusters Score -4251875 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -4251885.500000 Penalty: 3396.415771
	Iteration 28Q: 3 clusters Score -4251886 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -4251894.500000 Penalty: 3396.415771
	Iteration 29Q: 3 clusters Score -4251894 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -4251912.000000 Penalty: 3396.415771
	Iteration 30Q: 3 clusters Score -4251912 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -4251902.500000 Penalty: 3396.415771
	Iteration 31Q: 3 clusters Score -4251902 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -4251917.500000 Penalty: 3396.415771
	Iteration 32Q: 3 clusters Score -4251918 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -4251931.000000 Penalty: 3396.415771
	Iteration 33Q: 3 clusters Score -4251931 nChanged 42
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Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -4251927.000000 Penalty: 3396.415771
	Iteration 34Q: 3 clusters Score -4251927 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -4251935.000000 Penalty: 3396.415771
	Iteration 35Q: 3 clusters Score -4251935 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -4251940.000000 Penalty: 3396.415771
	Iteration 36Q: 3 clusters Score -4251940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -4251953.000000 Penalty: 3396.415771
	Iteration 37Q: 3 clusters Score -4251953 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -4251949.500000 Penalty: 3396.415771
	Iteration 38Q: 3 clusters Score -4251950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4251953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -4251948.500000 Penalty: 3396.415771
	Iteration 40F: 3 clusters Score -4251948 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -4251946.000000 Penalty: 3396.415771
	Iteration 41Q: 3 clusters Score -4251946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -4251951.000000 Penalty: 3396.415771
	Iteration 42Q: 3 clusters Score -4251951 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -4251951.500000 Penalty: 3396.415771
	Iteration 43Q: 3 clusters Score -4251952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -4251955.500000 Penalty: 3396.415771
	Iteration 44Q: 3 clusters Score -4251956 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -4251961.500000 Penalty: 3396.415771
	Iteration 45Q: 3 clusters Score -4251962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4251962 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -4251972.000000 Penalty: 3396.415771
	Iteration 47Q: 3 clusters Score -4251972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -4251973.500000 Penalty: 3396.415771
	Iteration 48Q: 3 clusters Score -4251974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -4251975.000000 Penalty: 3396.415771
	Iteration 49Q: 3 clusters Score -4251975 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -4251977.500000 Penalty: 3396.415771
	Iteration 50Q: 3 clusters Score -4251978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -4251986.000000 Penalty: 3396.415771
	Iteration 51Q: 3 clusters Score -4251986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -4251990.500000 Penalty: 3396.415771
	Iteration 52Q: 3 clusters Score -4251990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -4251984.000000 Penalty: 3396.415771
	Iteration 53Q: 3 clusters Score -4251984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4251970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -4251978.500000 Penalty: 3396.415771
	Iteration 55Q: 3 clusters Score -4251978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -4251982.500000 Penalty: 3396.415771
	Iteration 56Q: 3 clusters Score -4251982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4251975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -4251969.500000 Penalty: 3396.415771
	Iteration 58Q: 3 clusters Score -4251970 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4251973 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -4251967.000000 Penalty: 3396.415771
	Iteration 60F: 3 clusters Score -4251967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4251972 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4251967 nChanged 14
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Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4251968 nChanged 16
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Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4251972 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4251974 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4251976 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4251978 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 17911 members 
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	Iteration 68Q: 3 clusters Score -4251976 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 17934 members 
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	Iteration 69Q: 3 clusters Score -4251977 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4251968 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4251970 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -4251965.000000 Penalty: 3396.415771
	Iteration 72Q: 3 clusters Score -4251965 nChanged 13
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Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4251968 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4251970 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4251974 nChanged 4
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Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4251974 nChanged 2
Entering Unmasked Mstep 
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	Iteration 77Q: 3 clusters Score -4251978 nChanged 7
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	Iteration 78Q: 3 clusters Score -4251978 nChanged 3
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	Iteration 79Q: 3 clusters Score -4251980 nChanged 2
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Entering Unmasked Estep 
Score: -4251985.500000 Penalty: 3396.415771
	Iteration 80F: 3 clusters Score -4251986 nChanged 4
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Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 18037 members 
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	Iteration 81Q: 3 clusters Score -4251985 nChanged 4
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	Iteration 82Q: 3 clusters Score -4251984 nChanged 6
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Mstep: Class 1 contains 16515 members 
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Entering Unmasked Estep 
Score: -4251982.500000 Penalty: 3396.415771
	Iteration 83Q: 3 clusters Score -4251982 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16509 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4251983 nChanged 3
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	Iteration 85Q: 3 clusters Score -4251986 nChanged 6
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Mstep: Class 1 contains 16500 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4251990 nChanged 9
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Mstep: Class 2 contains 18071 members 
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	Iteration 87Q: 3 clusters Score -4251988 nChanged 5
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Score: -4251993.500000 Penalty: 3396.415771
	Iteration 88Q: 3 clusters Score -4251994 nChanged 10
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	Iteration 89Q: 3 clusters Score -4251994 nChanged 14
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	Iteration 90Q: 3 clusters Score -4251990 nChanged 8
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	Iteration 91Q: 3 clusters Score -4251990 nChanged 17
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Mstep: Class 2 contains 18125 members 
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	Iteration 92Q: 3 clusters Score -4251988 nChanged 21
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Mstep: Class 2 contains 18146 members 
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	Iteration 93Q: 3 clusters Score -4251988 nChanged 18
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Mstep: Class 2 contains 18164 members 
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	Iteration 94Q: 3 clusters Score -4251994 nChanged 24
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	Iteration 95Q: 3 clusters Score -4251992 nChanged 21
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Mstep: Class 2 contains 18207 members 
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	Iteration 96Q: 3 clusters Score -4251992 nChanged 20
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	Iteration 97Q: 3 clusters Score -4251992 nChanged 25
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	Iteration 98Q: 3 clusters Score -4251998 nChanged 18
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	Iteration 99Q: 3 clusters Score -4251992 nChanged 20
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	Iteration 100F: 3 clusters Score -4251994 nChanged 19
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	Iteration 101Q: 3 clusters Score -4251986 nChanged 19
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Mstep: Class 2 contains 18328 members 
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	Iteration 102Q: 3 clusters Score -4251990 nChanged 17
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	Iteration 103Q: 3 clusters Score -4251995 nChanged 14
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	Iteration 104Q: 3 clusters Score -4251991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -4251994.000000 Penalty: 3396.415771
	Iteration 105Q: 3 clusters Score -4251994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -4251994.000000 Penalty: 3396.415771
	Iteration 106Q: 3 clusters Score -4251994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -4251997.000000 Penalty: 3396.415771
	Iteration 107Q: 3 clusters Score -4251997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -4251999.000000 Penalty: 3396.415771
	Iteration 108Q: 3 clusters Score -4251999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -4251996.500000 Penalty: 3396.415771
	Iteration 109Q: 3 clusters Score -4251996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -4251999.000000 Penalty: 3396.415771
	Iteration 110Q: 3 clusters Score -4251999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -4251998.500000 Penalty: 3396.415771
	Iteration 111Q: 3 clusters Score -4251998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -4251995.500000 Penalty: 3396.415771
	Iteration 112Q: 3 clusters Score -4251996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -4251994.500000 Penalty: 3396.415771
	Iteration 113Q: 3 clusters Score -4251994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -4252006.000000 Penalty: 3396.415771
	Iteration 114Q: 3 clusters Score -4252006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -4252011.000000 Penalty: 3396.415771
	Iteration 115Q: 3 clusters Score -4252011 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -4252011.000000 Penalty: 3396.415771
	Iteration 116Q: 3 clusters Score -4252011 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -4252011.500000 Penalty: 3396.415771
	Iteration 117Q: 3 clusters Score -4252012 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -4252013.500000 Penalty: 3396.415771
	Iteration 118Q: 3 clusters Score -4252014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -4252014.500000 Penalty: 3396.415771
	Iteration 119Q: 3 clusters Score -4252014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -4252019.000000 Penalty: 3396.415771
	Iteration 120F: 3 clusters Score -4252019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -4252028.500000 Penalty: 3396.415771
	Iteration 121Q: 3 clusters Score -4252028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -4252022.500000 Penalty: 3396.415771
	Iteration 122Q: 3 clusters Score -4252022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -4252023.500000 Penalty: 3396.415771
	Iteration 123Q: 3 clusters Score -4252024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -4252017.000000 Penalty: 3396.415771
	Iteration 124Q: 3 clusters Score -4252017 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -4252014.500000 Penalty: 3396.415771
	Iteration 125Q: 3 clusters Score -4252014 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -4252006.000000 Penalty: 3396.415771
	Iteration 126Q: 3 clusters Score -4252006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -4252010.500000 Penalty: 3396.415771
	Iteration 127Q: 3 clusters Score -4252010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -4252011.000000 Penalty: 3396.415771
	Iteration 128Q: 3 clusters Score -4252011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -4252015.500000 Penalty: 3396.415771
	Iteration 129Q: 3 clusters Score -4252016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -4252024.500000 Penalty: 3396.415771
	Iteration 130Q: 3 clusters Score -4252024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -4252025.000000 Penalty: 3396.415771
	Iteration 131Q: 3 clusters Score -4252025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -4252022.500000 Penalty: 3396.415771
	Iteration 132Q: 3 clusters Score -4252022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -4252026.500000 Penalty: 3396.415771
	Iteration 133Q: 3 clusters Score -4252026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -4252030.000000 Penalty: 3396.415771
	Iteration 134Q: 3 clusters Score -4252030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -4252040.000000 Penalty: 3396.415771
	Iteration 135Q: 3 clusters Score -4252040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -4252038.000000 Penalty: 3396.415771
	Iteration 136Q: 3 clusters Score -4252038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -4252045.500000 Penalty: 3396.415771
	Iteration 137Q: 3 clusters Score -4252046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -4252047.500000 Penalty: 3396.415771
	Iteration 138Q: 3 clusters Score -4252048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -4252047.500000 Penalty: 3396.415771
	Iteration 139Q: 3 clusters Score -4252048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -4252049.000000 Penalty: 3396.415771
	Iteration 140F: 3 clusters Score -4252049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -4252045.500000 Penalty: 3396.415771
	Iteration 141Q: 3 clusters Score -4252046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -4252045.500000 Penalty: 3396.415771
	Iteration 142Q: 3 clusters Score -4252046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -4252045.500000 Penalty: 3396.415771
	Iteration 143Q: 3 clusters Score -4252046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -4252045.000000 Penalty: 3396.415771
	Iteration 144Q: 3 clusters Score -4252045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -4252042.000000 Penalty: 3396.415771
	Iteration 145Q: 3 clusters Score -4252042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -4252045.000000 Penalty: 3396.415771
	Iteration 146Q: 3 clusters Score -4252045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -4252047.000000 Penalty: 3396.415771
	Iteration 147Q: 3 clusters Score -4252047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -4252047.000000 Penalty: 3396.415771
	Iteration 148F: 3 clusters Score -4252047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (43446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Entering Unmasked Estep 
Score: -5267389.500000 Penalty: 1735.381958
	Iteration 0F: 2 clusters Score -5267390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -5238036.500000 Penalty: 3470.763916
	Iteration 0F: 3 clusters Score -5238036 nChanged 20375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -5249335.000000 Penalty: 3470.763916
	Iteration 1F: 3 clusters Score -5249335 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -5249742.500000 Penalty: 3470.763916
	Iteration 2Q: 3 clusters Score -5249742 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -5250167.500000 Penalty: 3470.763916
	Iteration 3Q: 3 clusters Score -5250168 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -5250683.500000 Penalty: 3470.763916
	Iteration 4Q: 3 clusters Score -5250684 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -5251392.000000 Penalty: 3470.763916
	Iteration 5Q: 3 clusters Score -5251392 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -5252474.000000 Penalty: 3470.763916
	Iteration 6Q: 3 clusters Score -5252474 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -5254097.500000 Penalty: 3470.763916
	Iteration 7F: 3 clusters Score -5254098 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -5256468.000000 Penalty: 3470.763916
	Iteration 8F: 3 clusters Score -5256468 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -5259405.000000 Penalty: 3470.763916
	Iteration 9F: 3 clusters Score -5259405 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -5262149.000000 Penalty: 3470.763916
	Iteration 10F: 3 clusters Score -5262149 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -5264025.000000 Penalty: 3470.763916
	Iteration 11Q: 3 clusters Score -5264025 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -5265055.500000 Penalty: 3470.763916
	Iteration 12Q: 3 clusters Score -5265056 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -5265506.500000 Penalty: 3470.763916
	Iteration 13Q: 3 clusters Score -5265506 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -5265699.500000 Penalty: 3470.763916
	Iteration 14Q: 3 clusters Score -5265700 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -5265789.500000 Penalty: 3470.763916
	Iteration 15Q: 3 clusters Score -5265790 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -5265831.000000 Penalty: 3470.763916
	Iteration 16Q: 3 clusters Score -5265831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -5265854.500000 Penalty: 3470.763916
	Iteration 17Q: 3 clusters Score -5265854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -5265879.000000 Penalty: 3470.763916
	Iteration 18Q: 3 clusters Score -5265879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -5265890.500000 Penalty: 3470.763916
	Iteration 19Q: 3 clusters Score -5265890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -5265895.000000 Penalty: 3470.763916
	Iteration 20F: 3 clusters Score -5265895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -5265898.000000 Penalty: 3470.763916
	Iteration 21Q: 3 clusters Score -5265898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -5265905.500000 Penalty: 3470.763916
	Iteration 22Q: 3 clusters Score -5265906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -5265903.500000 Penalty: 3470.763916
	Iteration 23Q: 3 clusters Score -5265904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -5265910.000000 Penalty: 3470.763916
	Iteration 24Q: 3 clusters Score -5265910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -5265910.000000 Penalty: 3470.763916
	Iteration 25F: 3 clusters Score -5265910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -214514.156250 Penalty: 1229.188721
	Iteration 0F: 2 clusters Score -214514.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -212485.078125 Penalty: 2458.377441
	Iteration 0F: 3 clusters Score -212485.1 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -212927.578125 Penalty: 2458.377441
	Iteration 1F: 3 clusters Score -212927.6 nChanged 162
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: -213063.375000 Penalty: 2458.377441
	Iteration 2F: 3 clusters Score -213063.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -213157.187500 Penalty: 2458.377441
	Iteration 3F: 3 clusters Score -213157.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -213207.171875 Penalty: 2458.377441
	Iteration 4Q: 3 clusters Score -213207.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -213239.593750 Penalty: 2458.377441
	Iteration 5Q: 3 clusters Score -213239.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -213267.500000 Penalty: 2458.377441
	Iteration 6Q: 3 clusters Score -213267.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -213307.890625 Penalty: 2458.377441
	Iteration 7Q: 3 clusters Score -213307.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -213345.562500 Penalty: 2458.377441
	Iteration 8Q: 3 clusters Score -213345.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -213373.703125 Penalty: 2458.377441
	Iteration 9Q: 3 clusters Score -213373.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -213396.500000 Penalty: 2458.377441
	Iteration 10Q: 3 clusters Score -213396.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -213415.031250 Penalty: 2458.377441
	Iteration 11Q: 3 clusters Score -213415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -213433.562500 Penalty: 2458.377441
	Iteration 12Q: 3 clusters Score -213433.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -213452.343750 Penalty: 2458.377441
	Iteration 13Q: 3 clusters Score -213452.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -213463.218750 Penalty: 2458.377441
	Iteration 14Q: 3 clusters Score -213463.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -213470.515625 Penalty: 2458.377441
	Iteration 15Q: 3 clusters Score -213470.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -213486.218750 Penalty: 2458.377441
	Iteration 16Q: 3 clusters Score -213486.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -213504.921875 Penalty: 2458.377441
	Iteration 17Q: 3 clusters Score -213504.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -213522.578125 Penalty: 2458.377441
	Iteration 18Q: 3 clusters Score -213522.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -213536.906250 Penalty: 2458.377441
	Iteration 19Q: 3 clusters Score -213536.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -213554.750000 Penalty: 2458.377441
	Iteration 20F: 3 clusters Score -213554.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -213569.937500 Penalty: 2458.377441
	Iteration 21Q: 3 clusters Score -213569.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -213579.390625 Penalty: 2458.377441
	Iteration 22Q: 3 clusters Score -213579.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -213587.281250 Penalty: 2458.377441
	Iteration 23Q: 3 clusters Score -213587.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -213592.828125 Penalty: 2458.377441
	Iteration 24Q: 3 clusters Score -213592.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -213596.312500 Penalty: 2458.377441
	Iteration 25Q: 3 clusters Score -213596.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -213597.937500 Penalty: 2458.377441
	Iteration 26Q: 3 clusters Score -213597.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -213599.031250 Penalty: 2458.377441
	Iteration 27Q: 3 clusters Score -213599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -213599.593750 Penalty: 2458.377441
	Iteration 28Q: 3 clusters Score -213599.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -213601.406250 Penalty: 2458.377441
	Iteration 29Q: 3 clusters Score -213601.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -213603.781250 Penalty: 2458.377441
	Iteration 30Q: 3 clusters Score -213603.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -213605.515625 Penalty: 2458.377441
	Iteration 31Q: 3 clusters Score -213605.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -213607.203125 Penalty: 2458.377441
	Iteration 32Q: 3 clusters Score -213607.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -213610.890625 Penalty: 2458.377441
	Iteration 33Q: 3 clusters Score -213610.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -213611.734375 Penalty: 2458.377441
	Iteration 34Q: 3 clusters Score -213611.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -213613.531250 Penalty: 2458.377441
	Iteration 35Q: 3 clusters Score -213613.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -213613.531250 Penalty: 2458.377441
	Iteration 36F: 3 clusters Score -213613.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -15498.875000 Penalty: 906.091736
	Iteration 0F: 2 clusters Score -15498.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14771.240234 Penalty: 1812.183472
	Iteration 0F: 3 clusters Score -14771.24 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15103.237305 Penalty: 1812.183472
	Iteration 1F: 3 clusters Score -15103.24 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15317.243164 Penalty: 1812.183472
	Iteration 2F: 3 clusters Score -15317.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15407.133789 Penalty: 1812.183472
	Iteration 3Q: 3 clusters Score -15407.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15415.515625 Penalty: 1812.183472
	Iteration 4Q: 3 clusters Score -15415.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15421.771484 Penalty: 1812.183472
	Iteration 5Q: 3 clusters Score -15421.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15432.214844 Penalty: 1812.183472
	Iteration 6Q: 3 clusters Score -15432.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15434.832031 Penalty: 1812.183472
	Iteration 7Q: 3 clusters Score -15434.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15436.204102 Penalty: 1812.183472
	Iteration 8Q: 3 clusters Score -15436.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15436.204102 Penalty: 1812.183472
	Iteration 9F: 3 clusters Score -15436.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Entering Unmasked Estep 
Score: -363652.156250 Penalty: 1298.303589
	Iteration 0F: 2 clusters Score -363652.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -360988.750000 Penalty: 2596.607178
	Iteration 0F: 3 clusters Score -360988.8 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -361739.031250 Penalty: 2596.607178
	Iteration 1F: 3 clusters Score -361739 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -362171.531250 Penalty: 2596.607178
	Iteration 2F: 3 clusters Score -362171.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -362567.531250 Penalty: 2596.607178
	Iteration 3F: 3 clusters Score -362567.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -362891.375000 Penalty: 2596.607178
	Iteration 4F: 3 clusters Score -362891.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -363183.843750 Penalty: 2596.607178
	Iteration 5F: 3 clusters Score -363183.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -363413.718750 Penalty: 2596.607178
	Iteration 6F: 3 clusters Score -363413.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -363560.500000 Penalty: 2596.607178
	Iteration 7Q: 3 clusters Score -363560.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -363682.218750 Penalty: 2596.607178
	Iteration 8Q: 3 clusters Score -363682.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -363832.125000 Penalty: 2596.607178
	Iteration 9Q: 3 clusters Score -363832.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -363939.937500 Penalty: 2596.607178
	Iteration 10Q: 3 clusters Score -363939.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -364036.843750 Penalty: 2596.607178
	Iteration 11Q: 3 clusters Score -364036.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -364110.937500 Penalty: 2596.607178
	Iteration 12Q: 3 clusters Score -364110.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -364159.562500 Penalty: 2596.607178
	Iteration 13Q: 3 clusters Score -364159.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -364180.968750 Penalty: 2596.607178
	Iteration 14Q: 3 clusters Score -364181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -364196.531250 Penalty: 2596.607178
	Iteration 15Q: 3 clusters Score -364196.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -364199.156250 Penalty: 2596.607178
	Iteration 16Q: 3 clusters Score -364199.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -364198.968750 Penalty: 2596.607178
	Iteration 17Q: 3 clusters Score -364199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -364198.968750 Penalty: 2596.607178
	Iteration 18F: 3 clusters Score -364199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105052 members 
Mstep: Class 2 contains 11415 members 
Mstep: Class 3 contains 7020 members 
Mstep: Class 4 contains 123941 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5199 members 
Mstep: Class 8 contains 9718 members 
Mstep: Class 9 contains 73597 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 105401 members 
Mstep: Class 12 contains 99377 members 
Mstep: Class 13 contains 97030 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 68743 members 
Mstep: Class 17 contains 25208 members 
Mstep: Class 18 contains 14307 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8540 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4783 members 
Mstep: Class 26 contains 18218 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9454 members 
Mstep: Class 30 contains 34562 members 
Mstep: Class 31 contains 43446 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 17844 members 
Mstep: Class 36 contains 6488 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Mstep: Class 41 contains 531 members 
Entering Unmasked Estep 
Score: -111784840.000000 Penalty: 91479.007812
Splitting cluster 34 changes total score from -111785120.000000 to -111784840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (17844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Entering Unmasked Estep 
Score: -2215001.500000 Penalty: 1590.781250
	Iteration 0F: 2 clusters Score -2215002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2202727.000000 Penalty: 3181.562500
	Iteration 0F: 3 clusters Score -2202727 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2207142.250000 Penalty: 3181.562500
	Iteration 1F: 3 clusters Score -2207142 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2207658.000000 Penalty: 3181.562500
	Iteration 2F: 3 clusters Score -2207658 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2208299.250000 Penalty: 3181.562500
	Iteration 3F: 3 clusters Score -2208299 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2209140.250000 Penalty: 3181.562500
	Iteration 4F: 3 clusters Score -2209140 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2210126.500000 Penalty: 3181.562500
	Iteration 5F: 3 clusters Score -2210126 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2211031.750000 Penalty: 3181.562500
	Iteration 6F: 3 clusters Score -2211032 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -2211694.250000 Penalty: 3181.562500
	Iteration 7F: 3 clusters Score -2211694 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -2212179.500000 Penalty: 3181.562500
	Iteration 8Q: 3 clusters Score -2212180 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2212594.000000 Penalty: 3181.562500
	Iteration 9Q: 3 clusters Score -2212594 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2213023.750000 Penalty: 3181.562500
	Iteration 10Q: 3 clusters Score -2213024 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -2213311.500000 Penalty: 3181.562500
	Iteration 11Q: 3 clusters Score -2213312 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2213495.500000 Penalty: 3181.562500
	Iteration 12Q: 3 clusters Score -2213496 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2213614.500000 Penalty: 3181.562500
	Iteration 13Q: 3 clusters Score -2213614 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -2213700.750000 Penalty: 3181.562500
	Iteration 14Q: 3 clusters Score -2213701 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2213771.000000 Penalty: 3181.562500
	Iteration 15Q: 3 clusters Score -2213771 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -2213820.250000 Penalty: 3181.562500
	Iteration 16Q: 3 clusters Score -2213820 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -2213843.500000 Penalty: 3181.562500
	Iteration 17Q: 3 clusters Score -2213844 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2213873.750000 Penalty: 3181.562500
	Iteration 18Q: 3 clusters Score -2213874 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2213890.750000 Penalty: 3181.562500
	Iteration 19Q: 3 clusters Score -2213891 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2213906.500000 Penalty: 3181.562500
	Iteration 20F: 3 clusters Score -2213906 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2213914.000000 Penalty: 3181.562500
	Iteration 21Q: 3 clusters Score -2213914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2213924.250000 Penalty: 3181.562500
	Iteration 22Q: 3 clusters Score -2213924 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -2213928.500000 Penalty: 3181.562500
	Iteration 23Q: 3 clusters Score -2213928 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2213943.000000 Penalty: 3181.562500
	Iteration 24Q: 3 clusters Score -2213943 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2213946.750000 Penalty: 3181.562500
	Iteration 25Q: 3 clusters Score -2213947 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2213952.250000 Penalty: 3181.562500
	Iteration 26Q: 3 clusters Score -2213952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2213957.000000 Penalty: 3181.562500
	Iteration 27Q: 3 clusters Score -2213957 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2213960.000000 Penalty: 3181.562500
	Iteration 28Q: 3 clusters Score -2213960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2213960.000000 Penalty: 3181.562500
	Iteration 29Q: 3 clusters Score -2213960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2213960.750000 Penalty: 3181.562500
	Iteration 30Q: 3 clusters Score -2213961 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2213968.000000 Penalty: 3181.562500
	Iteration 31Q: 3 clusters Score -2213968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2213976.750000 Penalty: 3181.562500
	Iteration 32Q: 3 clusters Score -2213977 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2213974.750000 Penalty: 3181.562500
	Iteration 33Q: 3 clusters Score -2213975 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2213979.250000 Penalty: 3181.562500
	Iteration 34Q: 3 clusters Score -2213979 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2213986.000000 Penalty: 3181.562500
	Iteration 35Q: 3 clusters Score -2213986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2213991.750000 Penalty: 3181.562500
	Iteration 36Q: 3 clusters Score -2213992 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2213990.000000 Penalty: 3181.562500
	Iteration 37Q: 3 clusters Score -2213990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2213997.250000 Penalty: 3181.562500
	Iteration 38Q: 3 clusters Score -2213997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2214002.750000 Penalty: 3181.562500
	Iteration 39Q: 3 clusters Score -2214003 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2214007.750000 Penalty: 3181.562500
	Iteration 40F: 3 clusters Score -2214008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2214012.500000 Penalty: 3181.562500
	Iteration 41Q: 3 clusters Score -2214012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2214012.500000 Penalty: 3181.562500
	Iteration 42Q: 3 clusters Score -2214012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2214013.500000 Penalty: 3181.562500
	Iteration 43Q: 3 clusters Score -2214014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2214013.250000 Penalty: 3181.562500
	Iteration 44Q: 3 clusters Score -2214013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2214016.000000 Penalty: 3181.562500
	Iteration 45Q: 3 clusters Score -2214016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2214015.250000 Penalty: 3181.562500
	Iteration 46Q: 3 clusters Score -2214015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2214016.250000 Penalty: 3181.562500
	Iteration 47Q: 3 clusters Score -2214016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2214019.000000 Penalty: 3181.562500
	Iteration 48Q: 3 clusters Score -2214019 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2214018.000000 Penalty: 3181.562500
	Iteration 49Q: 3 clusters Score -2214018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2214024.250000 Penalty: 3181.562500
	Iteration 50Q: 3 clusters Score -2214024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2214029.000000 Penalty: 3181.562500
	Iteration 51Q: 3 clusters Score -2214029 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2214031.000000 Penalty: 3181.562500
	Iteration 52Q: 3 clusters Score -2214031 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2214041.000000 Penalty: 3181.562500
	Iteration 53Q: 3 clusters Score -2214041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2214042.750000 Penalty: 3181.562500
	Iteration 54Q: 3 clusters Score -2214043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2214043.250000 Penalty: 3181.562500
	Iteration 55Q: 3 clusters Score -2214043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2214047.250000 Penalty: 3181.562500
	Iteration 56Q: 3 clusters Score -2214047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2214051.000000 Penalty: 3181.562500
	Iteration 57Q: 3 clusters Score -2214051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2214049.250000 Penalty: 3181.562500
	Iteration 58Q: 3 clusters Score -2214049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2214052.000000 Penalty: 3181.562500
	Iteration 59Q: 3 clusters Score -2214052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2214050.500000 Penalty: 3181.562500
	Iteration 60F: 3 clusters Score -2214050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2214053.500000 Penalty: 3181.562500
	Iteration 61Q: 3 clusters Score -2214054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2214054.250000 Penalty: 3181.562500
	Iteration 62Q: 3 clusters Score -2214054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2214058.750000 Penalty: 3181.562500
	Iteration 63Q: 3 clusters Score -2214059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2214062.500000 Penalty: 3181.562500
	Iteration 64Q: 3 clusters Score -2214062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2214058.750000 Penalty: 3181.562500
	Iteration 65Q: 3 clusters Score -2214059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2214059.000000 Penalty: 3181.562500
	Iteration 66Q: 3 clusters Score -2214059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2214056.750000 Penalty: 3181.562500
	Iteration 67Q: 3 clusters Score -2214057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2214058.500000 Penalty: 3181.562500
	Iteration 68Q: 3 clusters Score -2214058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2214059.500000 Penalty: 3181.562500
	Iteration 69Q: 3 clusters Score -2214060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2214062.750000 Penalty: 3181.562500
	Iteration 70Q: 3 clusters Score -2214063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2214064.250000 Penalty: 3181.562500
	Iteration 71Q: 3 clusters Score -2214064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2214064.250000 Penalty: 3181.562500
	Iteration 72Q: 3 clusters Score -2214064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2214058.750000 Penalty: 3181.562500
	Iteration 73Q: 3 clusters Score -2214059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2214062.500000 Penalty: 3181.562500
	Iteration 74Q: 3 clusters Score -2214062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2214062.750000 Penalty: 3181.562500
	Iteration 75Q: 3 clusters Score -2214063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2214063.750000 Penalty: 3181.562500
	Iteration 76Q: 3 clusters Score -2214064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2214066.750000 Penalty: 3181.562500
	Iteration 77Q: 3 clusters Score -2214067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2214069.000000 Penalty: 3181.562500
	Iteration 78Q: 3 clusters Score -2214069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2214070.500000 Penalty: 3181.562500
	Iteration 79Q: 3 clusters Score -2214070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2214071.750000 Penalty: 3181.562500
	Iteration 80F: 3 clusters Score -2214072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2214072.250000 Penalty: 3181.562500
	Iteration 81Q: 3 clusters Score -2214072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2214073.750000 Penalty: 3181.562500
	Iteration 82Q: 3 clusters Score -2214074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2214074.500000 Penalty: 3181.562500
	Iteration 83Q: 3 clusters Score -2214074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2214076.500000 Penalty: 3181.562500
	Iteration 84Q: 3 clusters Score -2214076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2214075.750000 Penalty: 3181.562500
	Iteration 85Q: 3 clusters Score -2214076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2214074.750000 Penalty: 3181.562500
	Iteration 86Q: 3 clusters Score -2214075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2214075.250000 Penalty: 3181.562500
	Iteration 87Q: 3 clusters Score -2214075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2214075.250000 Penalty: 3181.562500
	Iteration 88F: 3 clusters Score -2214075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Entering Unmasked Estep 
Score: -813295.250000 Penalty: 1426.377930
	Iteration 0F: 2 clusters Score -813295.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -808421.000000 Penalty: 2852.755859
	Iteration 0F: 3 clusters Score -808421 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -809938.250000 Penalty: 2852.755859
	Iteration 1F: 3 clusters Score -809938.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -810170.750000 Penalty: 2852.755859
	Iteration 2F: 3 clusters Score -810170.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -810362.812500 Penalty: 2852.755859
	Iteration 3F: 3 clusters Score -810362.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -810591.812500 Penalty: 2852.755859
	Iteration 4F: 3 clusters Score -810591.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -810832.437500 Penalty: 2852.755859
	Iteration 5F: 3 clusters Score -810832.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -811118.687500 Penalty: 2852.755859
	Iteration 6F: 3 clusters Score -811118.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -811406.812500 Penalty: 2852.755859
	Iteration 7F: 3 clusters Score -811406.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -811618.187500 Penalty: 2852.755859
	Iteration 8Q: 3 clusters Score -811618.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -811765.250000 Penalty: 2852.755859
	Iteration 9Q: 3 clusters Score -811765.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -811864.812500 Penalty: 2852.755859
	Iteration 10Q: 3 clusters Score -811864.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -811950.312500 Penalty: 2852.755859
	Iteration 11Q: 3 clusters Score -811950.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -812002.312500 Penalty: 2852.755859
	Iteration 12Q: 3 clusters Score -812002.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -812046.375000 Penalty: 2852.755859
	Iteration 13Q: 3 clusters Score -812046.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -812070.312500 Penalty: 2852.755859
	Iteration 14Q: 3 clusters Score -812070.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -812090.625000 Penalty: 2852.755859
	Iteration 15Q: 3 clusters Score -812090.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -812105.062500 Penalty: 2852.755859
	Iteration 16Q: 3 clusters Score -812105.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -812126.437500 Penalty: 2852.755859
	Iteration 17Q: 3 clusters Score -812126.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -812145.312500 Penalty: 2852.755859
	Iteration 18Q: 3 clusters Score -812145.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -812152.562500 Penalty: 2852.755859
	Iteration 19Q: 3 clusters Score -812152.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -812159.125000 Penalty: 2852.755859
	Iteration 20F: 3 clusters Score -812159.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -812165.000000 Penalty: 2852.755859
	Iteration 21Q: 3 clusters Score -812165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -812169.125000 Penalty: 2852.755859
	Iteration 22Q: 3 clusters Score -812169.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -812173.062500 Penalty: 2852.755859
	Iteration 23Q: 3 clusters Score -812173.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -812177.812500 Penalty: 2852.755859
	Iteration 24Q: 3 clusters Score -812177.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -812185.812500 Penalty: 2852.755859
	Iteration 25Q: 3 clusters Score -812185.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -812188.375000 Penalty: 2852.755859
	Iteration 26Q: 3 clusters Score -812188.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -812191.375000 Penalty: 2852.755859
	Iteration 27Q: 3 clusters Score -812191.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -812193.000000 Penalty: 2852.755859
	Iteration 28Q: 3 clusters Score -812193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -812194.875000 Penalty: 2852.755859
	Iteration 29Q: 3 clusters Score -812194.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -812195.062500 Penalty: 2852.755859
	Iteration 30Q: 3 clusters Score -812195.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -812197.500000 Penalty: 2852.755859
	Iteration 31Q: 3 clusters Score -812197.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -812199.375000 Penalty: 2852.755859
	Iteration 32Q: 3 clusters Score -812199.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -812199.062500 Penalty: 2852.755859
	Iteration 33Q: 3 clusters Score -812199.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -812200.437500 Penalty: 2852.755859
	Iteration 34Q: 3 clusters Score -812200.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -812203.750000 Penalty: 2852.755859
	Iteration 35Q: 3 clusters Score -812203.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -812208.875000 Penalty: 2852.755859
	Iteration 36Q: 3 clusters Score -812208.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -812210.625000 Penalty: 2852.755859
	Iteration 37Q: 3 clusters Score -812210.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -812213.687500 Penalty: 2852.755859
	Iteration 38Q: 3 clusters Score -812213.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -812214.437500 Penalty: 2852.755859
	Iteration 39Q: 3 clusters Score -812214.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -812217.062500 Penalty: 2852.755859
	Iteration 40F: 3 clusters Score -812217.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -812218.625000 Penalty: 2852.755859
	Iteration 41Q: 3 clusters Score -812218.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -812219.312500 Penalty: 2852.755859
	Iteration 42Q: 3 clusters Score -812219.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -812218.562500 Penalty: 2852.755859
	Iteration 43Q: 3 clusters Score -812218.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -812221.312500 Penalty: 2852.755859
	Iteration 44Q: 3 clusters Score -812221.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -812223.562500 Penalty: 2852.755859
	Iteration 45Q: 3 clusters Score -812223.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -812227.375000 Penalty: 2852.755859
	Iteration 46Q: 3 clusters Score -812227.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -812230.500000 Penalty: 2852.755859
	Iteration 47Q: 3 clusters Score -812230.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -812233.000000 Penalty: 2852.755859
	Iteration 48Q: 3 clusters Score -812233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -812233.937500 Penalty: 2852.755859
	Iteration 49Q: 3 clusters Score -812233.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -812237.000000 Penalty: 2852.755859
	Iteration 50Q: 3 clusters Score -812237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -812237.937500 Penalty: 2852.755859
	Iteration 51Q: 3 clusters Score -812237.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -812237.187500 Penalty: 2852.755859
	Iteration 52Q: 3 clusters Score -812237.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -812237.187500 Penalty: 2852.755859
	Iteration 53F: 3 clusters Score -812237.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -41782.308594 Penalty: 980.376526
	Iteration 0F: 2 clusters Score -41782.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40860.101562 Penalty: 1960.753052
	Iteration 0F: 3 clusters Score -40860.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -41082.773438 Penalty: 1960.753052
	Iteration 1F: 3 clusters Score -41082.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41144.039062 Penalty: 1960.753052
	Iteration 2F: 3 clusters Score -41144.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41182.089844 Penalty: 1960.753052
	Iteration 3Q: 3 clusters Score -41182.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41216.648438 Penalty: 1960.753052
	Iteration 4Q: 3 clusters Score -41216.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41229.863281 Penalty: 1960.753052
	Iteration 5Q: 3 clusters Score -41229.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -41236.828125 Penalty: 1960.753052
	Iteration 6Q: 3 clusters Score -41236.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -41255.054688 Penalty: 1960.753052
	Iteration 7Q: 3 clusters Score -41255.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41279.648438 Penalty: 1960.753052
	Iteration 8Q: 3 clusters Score -41279.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41299.804688 Penalty: 1960.753052
	Iteration 9Q: 3 clusters Score -41299.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41308.445312 Penalty: 1960.753052
	Iteration 10Q: 3 clusters Score -41308.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41308.445312 Penalty: 1960.753052
	Iteration 11F: 3 clusters Score -41308.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -18534.224609 Penalty: 868.904968
	Iteration 0F: 2 clusters Score -18534.22 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 109 members 
Entering Unmasked Estep 
Score: -17927.564453 Penalty: 1737.809937
	Iteration 0F: 3 clusters Score -17927.56 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -18063.687500 Penalty: 1737.809937
	Iteration 1F: 3 clusters Score -18063.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18097.291016 Penalty: 1737.809937
	Iteration 2Q: 3 clusters Score -18097.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18119.376953 Penalty: 1737.809937
	Iteration 3Q: 3 clusters Score -18119.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18124.410156 Penalty: 1737.809937
	Iteration 4Q: 3 clusters Score -18124.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18124.410156 Penalty: 1737.809937
	Iteration 5F: 3 clusters Score -18124.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -11895.183594 Penalty: 966.130859
	Iteration 0F: 2 clusters Score -11895.18 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 193 members 
Entering Unmasked Estep 
Score: -11097.964844 Penalty: 1932.261719
	Iteration 0F: 3 clusters Score -11097.96 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -11621.782227 Penalty: 1932.261719
	Iteration 1F: 3 clusters Score -11621.78 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -11773.197266 Penalty: 1932.261719
	Iteration 2F: 3 clusters Score -11773.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -11867.541016 Penalty: 1932.261719
	Iteration 3F: 3 clusters Score -11867.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -11919.377930 Penalty: 1932.261719
	Iteration 4Q: 3 clusters Score -11919.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -11934.901367 Penalty: 1932.261719
	Iteration 5Q: 3 clusters Score -11934.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -11946.117188 Penalty: 1932.261719
	Iteration 6Q: 3 clusters Score -11946.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -11946.117188 Penalty: 1932.261719
	Iteration 7F: 3 clusters Score -11946.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105052 members 
Mstep: Class 2 contains 11415 members 
Mstep: Class 3 contains 7020 members 
Mstep: Class 4 contains 123941 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5199 members 
Mstep: Class 8 contains 9718 members 
Mstep: Class 9 contains 73597 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 105401 members 
Mstep: Class 12 contains 99377 members 
Mstep: Class 13 contains 97030 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 68743 members 
Mstep: Class 17 contains 25208 members 
Mstep: Class 18 contains 14307 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8540 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4783 members 
Mstep: Class 26 contains 18218 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9454 members 
Mstep: Class 30 contains 34562 members 
Mstep: Class 31 contains 43446 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2950 members 
Mstep: Class 35 contains 17844 members 
Mstep: Class 36 contains 6488 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 205 members 
Mstep: Class 40 contains 1106 members 
Mstep: Class 41 contains 177 members 
Entering Unmasked Estep 
Score: -111783992.000000 Penalty: 91479.007812
Splitting cluster 39 changes total score from -111785120.000000 to -111783992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (1106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Entering Unmasked Estep 
Score: -133961.718750 Penalty: 1138.882080
	Iteration 0F: 2 clusters Score -133961.7 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 560 members 
Entering Unmasked Estep 
Score: -132451.937500 Penalty: 2277.764160
	Iteration 0F: 3 clusters Score -132451.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -132724.265625 Penalty: 2277.764160
	Iteration 1F: 3 clusters Score -132724.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -132823.406250 Penalty: 2277.764160
	Iteration 2F: 3 clusters Score -132823.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -132897.640625 Penalty: 2277.764160
	Iteration 3F: 3 clusters Score -132897.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -132955.671875 Penalty: 2277.764160
	Iteration 4Q: 3 clusters Score -132955.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -133013.828125 Penalty: 2277.764160
	Iteration 5Q: 3 clusters Score -133013.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -133060.343750 Penalty: 2277.764160
	Iteration 6Q: 3 clusters Score -133060.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -133105.531250 Penalty: 2277.764160
	Iteration 7Q: 3 clusters Score -133105.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -133154.765625 Penalty: 2277.764160
	Iteration 8Q: 3 clusters Score -133154.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -133213.593750 Penalty: 2277.764160
	Iteration 9Q: 3 clusters Score -133213.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -133260.765625 Penalty: 2277.764160
	Iteration 10Q: 3 clusters Score -133260.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -133317.906250 Penalty: 2277.764160
	Iteration 11Q: 3 clusters Score -133317.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -133364.109375 Penalty: 2277.764160
	Iteration 12Q: 3 clusters Score -133364.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -133392.734375 Penalty: 2277.764160
	Iteration 13Q: 3 clusters Score -133392.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -133410.437500 Penalty: 2277.764160
	Iteration 14Q: 3 clusters Score -133410.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -133422.984375 Penalty: 2277.764160
	Iteration 15Q: 3 clusters Score -133423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -133432.484375 Penalty: 2277.764160
	Iteration 16Q: 3 clusters Score -133432.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -133433.625000 Penalty: 2277.764160
	Iteration 17Q: 3 clusters Score -133433.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -133434.812500 Penalty: 2277.764160
	Iteration 18Q: 3 clusters Score -133434.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -133435.656250 Penalty: 2277.764160
	Iteration 19Q: 3 clusters Score -133435.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -133436.140625 Penalty: 2277.764160
	Iteration 20F: 3 clusters Score -133436.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105052 members 
Mstep: Class 2 contains 11415 members 
Mstep: Class 3 contains 7020 members 
Mstep: Class 4 contains 123941 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5199 members 
Mstep: Class 8 contains 9718 members 
Mstep: Class 9 contains 73597 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 105401 members 
Mstep: Class 12 contains 99377 members 
Mstep: Class 13 contains 97030 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 68743 members 
Mstep: Class 17 contains 25208 members 
Mstep: Class 18 contains 14307 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8540 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4783 members 
Mstep: Class 26 contains 18218 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9454 members 
Mstep: Class 30 contains 34562 members 
Mstep: Class 31 contains 43446 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2950 members 
Mstep: Class 35 contains 17844 members 
Mstep: Class 36 contains 6488 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785168.000000 Penalty: 89247.812500
Iteration 359Q: 41 clusters Score -1.117852e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105044 members 
Mstep: Class 2 contains 11409 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 123965 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5198 members 
Mstep: Class 8 contains 9719 members 
Mstep: Class 9 contains 73615 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 105391 members 
Mstep: Class 12 contains 99393 members 
Mstep: Class 13 contains 97013 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 68719 members 
Mstep: Class 17 contains 25212 members 
Mstep: Class 18 contains 14305 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8545 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4783 members 
Mstep: Class 26 contains 18204 members 
Mstep: Class 27 contains 6741 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9454 members 
Mstep: Class 30 contains 34559 members 
Mstep: Class 31 contains 43459 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2951 members 
Mstep: Class 35 contains 17844 members 
Mstep: Class 36 contains 6488 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785216.000000 Penalty: 89247.812500
Iteration 360F: 41 clusters Score -1.117852e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105054 members 
Mstep: Class 2 contains 11406 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 123964 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5198 members 
Mstep: Class 8 contains 9717 members 
Mstep: Class 9 contains 73630 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 105388 members 
Mstep: Class 12 contains 99399 members 
Mstep: Class 13 contains 97011 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 68695 members 
Mstep: Class 17 contains 25215 members 
Mstep: Class 18 contains 14303 members 
Mstep: Class 19 contains 3151 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8548 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4782 members 
Mstep: Class 26 contains 18192 members 
Mstep: Class 27 contains 6739 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9454 members 
Mstep: Class 30 contains 34561 members 
Mstep: Class 31 contains 43471 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2951 members 
Mstep: Class 35 contains 17844 members 
Mstep: Class 36 contains 6488 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785056.000000 Penalty: 89247.812500
Iteration 361Q: 41 clusters Score -1.117851e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105057 members 
Mstep: Class 2 contains 11404 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 123989 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5198 members 
Mstep: Class 8 contains 9717 members 
Mstep: Class 9 contains 73645 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 105381 members 
Mstep: Class 12 contains 99398 members 
Mstep: Class 13 contains 96996 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3183 members 
Mstep: Class 16 contains 68669 members 
Mstep: Class 17 contains 25220 members 
Mstep: Class 18 contains 14302 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8552 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4781 members 
Mstep: Class 26 contains 18177 members 
Mstep: Class 27 contains 6740 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9454 members 
Mstep: Class 30 contains 34562 members 
Mstep: Class 31 contains 43485 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2951 members 
Mstep: Class 35 contains 17844 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785032.000000 Penalty: 89247.812500
Iteration 362Q: 41 clusters Score -1.11785e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105060 members 
Mstep: Class 2 contains 11402 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 124001 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5197 members 
Mstep: Class 8 contains 9716 members 
Mstep: Class 9 contains 73654 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 105396 members 
Mstep: Class 12 contains 99396 members 
Mstep: Class 13 contains 96993 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3183 members 
Mstep: Class 16 contains 68643 members 
Mstep: Class 17 contains 25217 members 
Mstep: Class 18 contains 14300 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8562 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4780 members 
Mstep: Class 26 contains 18158 members 
Mstep: Class 27 contains 6741 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9454 members 
Mstep: Class 30 contains 34563 members 
Mstep: Class 31 contains 43494 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2951 members 
Mstep: Class 35 contains 17844 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785128.000000 Penalty: 89247.812500
Iteration 363Q: 41 clusters Score -1.117851e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105059 members 
Mstep: Class 2 contains 11402 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 4 contains 124008 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5196 members 
Mstep: Class 8 contains 9718 members 
Mstep: Class 9 contains 73662 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 105399 members 
Mstep: Class 12 contains 99402 members 
Mstep: Class 13 contains 96986 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3183 members 
Mstep: Class 16 contains 68615 members 
Mstep: Class 17 contains 25214 members 
Mstep: Class 18 contains 14300 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8573 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4780 members 
Mstep: Class 26 contains 18145 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9454 members 
Mstep: Class 30 contains 34564 members 
Mstep: Class 31 contains 43511 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2950 members 
Mstep: Class 35 contains 17844 members 
Mstep: Class 36 contains 6488 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785168.000000 Penalty: 89247.812500
Iteration 364Q: 41 clusters Score -1.117852e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105065 members 
Mstep: Class 2 contains 11399 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 123994 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5198 members 
Mstep: Class 8 contains 9718 members 
Mstep: Class 9 contains 73672 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 105408 members 
Mstep: Class 12 contains 99418 members 
Mstep: Class 13 contains 96971 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3183 members 
Mstep: Class 16 contains 68599 members 
Mstep: Class 17 contains 25214 members 
Mstep: Class 18 contains 14299 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8582 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4780 members 
Mstep: Class 26 contains 18133 members 
Mstep: Class 27 contains 6741 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9454 members 
Mstep: Class 30 contains 34561 members 
Mstep: Class 31 contains 43525 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2950 members 
Mstep: Class 35 contains 17844 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785192.000000 Penalty: 89247.812500
Iteration 365Q: 41 clusters Score -1.117852e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105069 members 
Mstep: Class 2 contains 11393 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 123993 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5197 members 
Mstep: Class 8 contains 9719 members 
Mstep: Class 9 contains 73682 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 105416 members 
Mstep: Class 12 contains 99419 members 
Mstep: Class 13 contains 96957 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3183 members 
Mstep: Class 16 contains 68584 members 
Mstep: Class 17 contains 25216 members 
Mstep: Class 18 contains 14300 members 
Mstep: Class 19 contains 3153 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4780 members 
Mstep: Class 26 contains 18124 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9453 members 
Mstep: Class 30 contains 34559 members 
Mstep: Class 31 contains 43542 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2949 members 
Mstep: Class 35 contains 17844 members 
Mstep: Class 36 contains 6485 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785184.000000 Penalty: 89247.812500
Iteration 366Q: 41 clusters Score -1.117852e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105084 members 
Mstep: Class 2 contains 11389 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 123974 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5196 members 
Mstep: Class 8 contains 9719 members 
Mstep: Class 9 contains 73703 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 105422 members 
Mstep: Class 12 contains 99423 members 
Mstep: Class 13 contains 96941 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3183 members 
Mstep: Class 16 contains 68562 members 
Mstep: Class 17 contains 25218 members 
Mstep: Class 18 contains 14300 members 
Mstep: Class 19 contains 3153 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4779 members 
Mstep: Class 26 contains 18118 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9452 members 
Mstep: Class 30 contains 34556 members 
Mstep: Class 31 contains 43566 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2949 members 
Mstep: Class 35 contains 17844 members 
Mstep: Class 36 contains 6482 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785152.000000 Penalty: 89247.812500
Iteration 367Q: 41 clusters Score -1.117852e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105101 members 
Mstep: Class 2 contains 11387 members 
Mstep: Class 3 contains 7027 members 
Mstep: Class 4 contains 123956 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5194 members 
Mstep: Class 8 contains 9719 members 
Mstep: Class 9 contains 73736 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 105418 members 
Mstep: Class 12 contains 99438 members 
Mstep: Class 13 contains 96894 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 68554 members 
Mstep: Class 17 contains 25223 members 
Mstep: Class 18 contains 14300 members 
Mstep: Class 19 contains 3155 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8596 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4776 members 
Mstep: Class 26 contains 18111 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9451 members 
Mstep: Class 30 contains 34554 members 
Mstep: Class 31 contains 43580 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2949 members 
Mstep: Class 35 contains 17844 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785224.000000 Penalty: 89247.812500
Iteration 368Q: 41 clusters Score -1.117852e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105114 members 
Mstep: Class 2 contains 11383 members 
Mstep: Class 3 contains 7030 members 
Mstep: Class 4 contains 123942 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5194 members 
Mstep: Class 8 contains 9719 members 
Mstep: Class 9 contains 73754 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 105422 members 
Mstep: Class 12 contains 99447 members 
Mstep: Class 13 contains 96863 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 68542 members 
Mstep: Class 17 contains 25223 members 
Mstep: Class 18 contains 14302 members 
Mstep: Class 19 contains 3155 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8602 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4773 members 
Mstep: Class 26 contains 18102 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9450 members 
Mstep: Class 30 contains 34556 members 
Mstep: Class 31 contains 43599 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2948 members 
Mstep: Class 35 contains 17844 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785304.000000 Penalty: 89247.812500
Iteration 369Q: 41 clusters Score -1.117853e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105121 members 
Mstep: Class 2 contains 11382 members 
Mstep: Class 3 contains 7028 members 
Mstep: Class 4 contains 123929 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5193 members 
Mstep: Class 8 contains 9720 members 
Mstep: Class 9 contains 73770 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 105414 members 
Mstep: Class 12 contains 99455 members 
Mstep: Class 13 contains 96841 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 68539 members 
Mstep: Class 17 contains 25222 members 
Mstep: Class 18 contains 14302 members 
Mstep: Class 19 contains 3155 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8607 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 18093 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9450 members 
Mstep: Class 30 contains 34556 members 
Mstep: Class 31 contains 43624 members 
Mstep: Class 32 contains 1929 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2948 members 
Mstep: Class 35 contains 17844 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785224.000000 Penalty: 89247.812500
Iteration 370Q: 41 clusters Score -1.117852e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105129 members 
Mstep: Class 2 contains 11380 members 
Mstep: Class 3 contains 7027 members 
Mstep: Class 4 contains 123914 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5192 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 73791 members 
Mstep: Class 10 contains 2522 members 
Mstep: Class 11 contains 105422 members 
Mstep: Class 12 contains 99458 members 
Mstep: Class 13 contains 96813 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 68531 members 
Mstep: Class 17 contains 25227 members 
Mstep: Class 18 contains 14301 members 
Mstep: Class 19 contains 3155 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8609 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 18084 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9450 members 
Mstep: Class 30 contains 34557 members 
Mstep: Class 31 contains 43642 members 
Mstep: Class 32 contains 1929 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2948 members 
Mstep: Class 35 contains 17843 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785280.000000 Penalty: 89247.812500
Iteration 371Q: 41 clusters Score -1.117853e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105137 members 
Mstep: Class 2 contains 11381 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 123907 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5192 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 73809 members 
Mstep: Class 10 contains 2522 members 
Mstep: Class 11 contains 105419 members 
Mstep: Class 12 contains 99452 members 
Mstep: Class 13 contains 96807 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 68523 members 
Mstep: Class 17 contains 25230 members 
Mstep: Class 18 contains 14301 members 
Mstep: Class 19 contains 3157 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8609 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 18072 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9450 members 
Mstep: Class 30 contains 34556 members 
Mstep: Class 31 contains 43653 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17844 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785232.000000 Penalty: 89247.812500
Iteration 372Q: 41 clusters Score -1.117852e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105137 members 
Mstep: Class 2 contains 11381 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 123907 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5191 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 73821 members 
Mstep: Class 10 contains 2522 members 
Mstep: Class 11 contains 105419 members 
Mstep: Class 12 contains 99441 members 
Mstep: Class 13 contains 96805 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 68514 members 
Mstep: Class 17 contains 25230 members 
Mstep: Class 18 contains 14303 members 
Mstep: Class 19 contains 3159 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8612 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 18065 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9450 members 
Mstep: Class 30 contains 34556 members 
Mstep: Class 31 contains 43662 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17845 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785216.000000 Penalty: 89247.812500
Iteration 373Q: 41 clusters Score -1.117852e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105144 members 
Mstep: Class 2 contains 11377 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 123899 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5191 members 
Mstep: Class 8 contains 9725 members 
Mstep: Class 9 contains 73834 members 
Mstep: Class 10 contains 2522 members 
Mstep: Class 11 contains 105416 members 
Mstep: Class 12 contains 99428 members 
Mstep: Class 13 contains 96800 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 68510 members 
Mstep: Class 17 contains 25230 members 
Mstep: Class 18 contains 14304 members 
Mstep: Class 19 contains 3159 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8614 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 18058 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9450 members 
Mstep: Class 30 contains 34557 members 
Mstep: Class 31 contains 43679 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17846 members 
Mstep: Class 36 contains 6482 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785272.000000 Penalty: 89247.812500
Iteration 374Q: 41 clusters Score -1.117853e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105146 members 
Mstep: Class 2 contains 11375 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 123902 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5191 members 
Mstep: Class 8 contains 9725 members 
Mstep: Class 9 contains 73843 members 
Mstep: Class 10 contains 2522 members 
Mstep: Class 11 contains 105416 members 
Mstep: Class 12 contains 99421 members 
Mstep: Class 13 contains 96798 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 68507 members 
Mstep: Class 17 contains 25228 members 
Mstep: Class 18 contains 14304 members 
Mstep: Class 19 contains 3159 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8613 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 18048 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9449 members 
Mstep: Class 30 contains 34557 members 
Mstep: Class 31 contains 43690 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17847 members 
Mstep: Class 36 contains 6482 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785224.000000 Penalty: 89247.812500
Iteration 375Q: 41 clusters Score -1.117852e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105147 members 
Mstep: Class 2 contains 11374 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 123912 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5191 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 73858 members 
Mstep: Class 10 contains 2522 members 
Mstep: Class 11 contains 105418 members 
Mstep: Class 12 contains 99411 members 
Mstep: Class 13 contains 96789 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 68502 members 
Mstep: Class 17 contains 25228 members 
Mstep: Class 18 contains 14303 members 
Mstep: Class 19 contains 3159 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8614 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 18036 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9449 members 
Mstep: Class 30 contains 34560 members 
Mstep: Class 31 contains 43700 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17847 members 
Mstep: Class 36 contains 6482 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785320.000000 Penalty: 89247.812500
Iteration 376Q: 41 clusters Score -1.117853e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105136 members 
Mstep: Class 2 contains 11372 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 123915 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5189 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 73865 members 
Mstep: Class 10 contains 2522 members 
Mstep: Class 11 contains 105433 members 
Mstep: Class 12 contains 99404 members 
Mstep: Class 13 contains 96792 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 68498 members 
Mstep: Class 17 contains 25229 members 
Mstep: Class 18 contains 14303 members 
Mstep: Class 19 contains 3159 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8615 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 18026 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9449 members 
Mstep: Class 30 contains 34561 members 
Mstep: Class 31 contains 43707 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17847 members 
Mstep: Class 36 contains 6482 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785344.000000 Penalty: 89247.812500
Iteration 377Q: 41 clusters Score -1.117853e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105131 members 
Mstep: Class 2 contains 11371 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 123911 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5188 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 73872 members 
Mstep: Class 10 contains 2522 members 
Mstep: Class 11 contains 105437 members 
Mstep: Class 12 contains 99400 members 
Mstep: Class 13 contains 96798 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 68490 members 
Mstep: Class 17 contains 25229 members 
Mstep: Class 18 contains 14303 members 
Mstep: Class 19 contains 3160 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8616 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 18019 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9449 members 
Mstep: Class 30 contains 34559 members 
Mstep: Class 31 contains 43718 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17847 members 
Mstep: Class 36 contains 6482 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785280.000000 Penalty: 89247.812500
Iteration 378Q: 41 clusters Score -1.117853e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105127 members 
Mstep: Class 2 contains 11370 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 123921 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5187 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 73881 members 
Mstep: Class 10 contains 2522 members 
Mstep: Class 11 contains 105437 members 
Mstep: Class 12 contains 99389 members 
Mstep: Class 13 contains 96794 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 68487 members 
Mstep: Class 17 contains 25228 members 
Mstep: Class 18 contains 14305 members 
Mstep: Class 19 contains 3163 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8619 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 18014 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9450 members 
Mstep: Class 30 contains 34555 members 
Mstep: Class 31 contains 43723 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2948 members 
Mstep: Class 35 contains 17847 members 
Mstep: Class 36 contains 6482 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785256.000000 Penalty: 89247.812500
Iteration 379Q: 41 clusters Score -1.117853e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105130 members 
Mstep: Class 2 contains 11370 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 123921 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5187 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 73887 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 105433 members 
Mstep: Class 12 contains 99374 members 
Mstep: Class 13 contains 96801 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 68490 members 
Mstep: Class 17 contains 25227 members 
Mstep: Class 18 contains 14306 members 
Mstep: Class 19 contains 3167 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8622 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4770 members 
Mstep: Class 26 contains 18006 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9449 members 
Mstep: Class 30 contains 34555 members 
Mstep: Class 31 contains 43726 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17847 members 
Mstep: Class 36 contains 6482 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785224.000000 Penalty: 89247.812500
Iteration 380F: 41 clusters Score -1.117852e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105123 members 
Mstep: Class 2 contains 11368 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 123925 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5187 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 73892 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 105430 members 
Mstep: Class 12 contains 99370 members 
Mstep: Class 13 contains 96814 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 68488 members 
Mstep: Class 17 contains 25226 members 
Mstep: Class 18 contains 14306 members 
Mstep: Class 19 contains 3169 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8623 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4770 members 
Mstep: Class 26 contains 18000 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9449 members 
Mstep: Class 30 contains 34552 members 
Mstep: Class 31 contains 43732 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17847 members 
Mstep: Class 36 contains 6482 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785272.000000 Penalty: 89247.812500
Iteration 381Q: 41 clusters Score -1.117853e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105122 members 
Mstep: Class 2 contains 11367 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 123925 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5187 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 73886 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 105428 members 
Mstep: Class 12 contains 99364 members 
Mstep: Class 13 contains 96827 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 68489 members 
Mstep: Class 17 contains 25224 members 
Mstep: Class 18 contains 14305 members 
Mstep: Class 19 contains 3171 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8628 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4770 members 
Mstep: Class 26 contains 17996 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9449 members 
Mstep: Class 30 contains 34550 members 
Mstep: Class 31 contains 43734 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17847 members 
Mstep: Class 36 contains 6483 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785248.000000 Penalty: 89247.812500
Iteration 382Q: 41 clusters Score -1.117852e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105121 members 
Mstep: Class 2 contains 11367 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 123923 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5187 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 73882 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 105423 members 
Mstep: Class 12 contains 99361 members 
Mstep: Class 13 contains 96844 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 68488 members 
Mstep: Class 17 contains 25227 members 
Mstep: Class 18 contains 14305 members 
Mstep: Class 19 contains 3174 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8629 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4770 members 
Mstep: Class 26 contains 17989 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9449 members 
Mstep: Class 30 contains 34548 members 
Mstep: Class 31 contains 43735 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17847 members 
Mstep: Class 36 contains 6483 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785408.000000 Penalty: 89247.812500
Iteration 383Q: 41 clusters Score -1.117854e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105130 members 
Mstep: Class 2 contains 11367 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 123926 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5187 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 73872 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 105421 members 
Mstep: Class 12 contains 99357 members 
Mstep: Class 13 contains 96846 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 68485 members 
Mstep: Class 17 contains 25228 members 
Mstep: Class 18 contains 14306 members 
Mstep: Class 19 contains 3175 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8633 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4770 members 
Mstep: Class 26 contains 17983 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9449 members 
Mstep: Class 30 contains 34547 members 
Mstep: Class 31 contains 43737 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17847 members 
Mstep: Class 36 contains 6484 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785336.000000 Penalty: 89247.812500
Iteration 384Q: 41 clusters Score -1.117853e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105133 members 
Mstep: Class 2 contains 11367 members 
Mstep: Class 3 contains 7027 members 
Mstep: Class 4 contains 123926 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5187 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 73872 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 105422 members 
Mstep: Class 12 contains 99352 members 
Mstep: Class 13 contains 96844 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 68483 members 
Mstep: Class 17 contains 25232 members 
Mstep: Class 18 contains 14306 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8636 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 17974 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9449 members 
Mstep: Class 30 contains 34546 members 
Mstep: Class 31 contains 43742 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17847 members 
Mstep: Class 36 contains 6484 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785304.000000 Penalty: 89247.812500
Iteration 385Q: 41 clusters Score -1.117853e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105139 members 
Mstep: Class 2 contains 11366 members 
Mstep: Class 3 contains 7027 members 
Mstep: Class 4 contains 123913 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5187 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 73878 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 105426 members 
Mstep: Class 12 contains 99353 members 
Mstep: Class 13 contains 96838 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 68480 members 
Mstep: Class 17 contains 25233 members 
Mstep: Class 18 contains 14305 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8642 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 17967 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9449 members 
Mstep: Class 30 contains 34546 members 
Mstep: Class 31 contains 43748 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17847 members 
Mstep: Class 36 contains 6484 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785272.000000 Penalty: 89247.812500
Iteration 386Q: 41 clusters Score -1.117853e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105148 members 
Mstep: Class 2 contains 11361 members 
Mstep: Class 3 contains 7027 members 
Mstep: Class 4 contains 123899 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5187 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 73888 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 105431 members 
Mstep: Class 12 contains 99341 members 
Mstep: Class 13 contains 96837 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68474 members 
Mstep: Class 17 contains 25235 members 
Mstep: Class 18 contains 14306 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8644 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 17965 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9449 members 
Mstep: Class 30 contains 34546 members 
Mstep: Class 31 contains 43756 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17847 members 
Mstep: Class 36 contains 6485 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785328.000000 Penalty: 89247.812500
Iteration 387Q: 41 clusters Score -1.117853e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105160 members 
Mstep: Class 2 contains 11356 members 
Mstep: Class 3 contains 7027 members 
Mstep: Class 4 contains 123892 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5187 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 73880 members 
Mstep: Class 10 contains 2522 members 
Mstep: Class 11 contains 105435 members 
Mstep: Class 12 contains 99332 members 
Mstep: Class 13 contains 96848 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68467 members 
Mstep: Class 17 contains 25237 members 
Mstep: Class 18 contains 14306 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8647 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 17966 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9449 members 
Mstep: Class 30 contains 34543 members 
Mstep: Class 31 contains 43761 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17847 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785480.000000 Penalty: 89247.812500
Iteration 388Q: 41 clusters Score -1.117855e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105161 members 
Mstep: Class 2 contains 11357 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 123888 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5187 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 73889 members 
Mstep: Class 10 contains 2521 members 
Mstep: Class 11 contains 105438 members 
Mstep: Class 12 contains 99322 members 
Mstep: Class 13 contains 96842 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68465 members 
Mstep: Class 17 contains 25236 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8652 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 17963 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9449 members 
Mstep: Class 30 contains 34541 members 
Mstep: Class 31 contains 43770 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17847 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785376.000000 Penalty: 89247.812500
Iteration 389Q: 41 clusters Score -1.117854e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105160 members 
Mstep: Class 2 contains 11355 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 123891 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5187 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 73897 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105443 members 
Mstep: Class 12 contains 99319 members 
Mstep: Class 13 contains 96831 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68462 members 
Mstep: Class 17 contains 25235 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8656 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 17960 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9449 members 
Mstep: Class 30 contains 34541 members 
Mstep: Class 31 contains 43775 members 
Mstep: Class 32 contains 1928 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17847 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785504.000000 Penalty: 89247.812500
Iteration 390Q: 41 clusters Score -1.117855e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105163 members 
Mstep: Class 2 contains 11353 members 
Mstep: Class 3 contains 7027 members 
Mstep: Class 4 contains 123900 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5186 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 73891 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 105441 members 
Mstep: Class 12 contains 99316 members 
Mstep: Class 13 contains 96828 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68457 members 
Mstep: Class 17 contains 25235 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8663 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 17954 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9449 members 
Mstep: Class 30 contains 34541 members 
Mstep: Class 31 contains 43783 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17847 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785560.000000 Penalty: 89247.812500
Iteration 391Q: 41 clusters Score -1.117856e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105163 members 
Mstep: Class 2 contains 11351 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 123895 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5185 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 73887 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 105449 members 
Mstep: Class 12 contains 99314 members 
Mstep: Class 13 contains 96828 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68454 members 
Mstep: Class 17 contains 25236 members 
Mstep: Class 18 contains 14306 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8667 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 17949 members 
Mstep: Class 27 contains 6749 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9449 members 
Mstep: Class 30 contains 34541 members 
Mstep: Class 31 contains 43793 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17847 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785488.000000 Penalty: 89247.812500
Iteration 392Q: 41 clusters Score -1.117855e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105176 members 
Mstep: Class 2 contains 11346 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 123891 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5185 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 73890 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 105457 members 
Mstep: Class 12 contains 99309 members 
Mstep: Class 13 contains 96831 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68447 members 
Mstep: Class 17 contains 25237 members 
Mstep: Class 18 contains 14305 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8670 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 17942 members 
Mstep: Class 27 contains 6749 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9449 members 
Mstep: Class 30 contains 34540 members 
Mstep: Class 31 contains 43794 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17847 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785600.000000 Penalty: 89247.812500
Iteration 393Q: 41 clusters Score -1.117856e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105175 members 
Mstep: Class 2 contains 11343 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 123890 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5185 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 73899 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 105461 members 
Mstep: Class 12 contains 99313 members 
Mstep: Class 13 contains 96820 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68444 members 
Mstep: Class 17 contains 25237 members 
Mstep: Class 18 contains 14305 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8674 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 17939 members 
Mstep: Class 27 contains 6749 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9449 members 
Mstep: Class 30 contains 34539 members 
Mstep: Class 31 contains 43795 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17847 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785536.000000 Penalty: 89247.812500
Iteration 394Q: 41 clusters Score -1.117855e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105174 members 
Mstep: Class 2 contains 11343 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 123893 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5185 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 73901 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105461 members 
Mstep: Class 12 contains 99316 members 
Mstep: Class 13 contains 96821 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68439 members 
Mstep: Class 17 contains 25237 members 
Mstep: Class 18 contains 14305 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8676 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 17935 members 
Mstep: Class 27 contains 6749 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34539 members 
Mstep: Class 31 contains 43795 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17847 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785600.000000 Penalty: 89247.812500
Iteration 395Q: 41 clusters Score -1.117856e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105175 members 
Mstep: Class 2 contains 11341 members 
Mstep: Class 3 contains 7027 members 
Mstep: Class 4 contains 123890 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5186 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 73913 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105459 members 
Mstep: Class 12 contains 99321 members 
Mstep: Class 13 contains 96817 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68430 members 
Mstep: Class 17 contains 25237 members 
Mstep: Class 18 contains 14304 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8677 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 17932 members 
Mstep: Class 27 contains 6749 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34539 members 
Mstep: Class 31 contains 43798 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17847 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785464.000000 Penalty: 89247.812500
Iteration 396Q: 41 clusters Score -1.117855e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105175 members 
Mstep: Class 2 contains 11338 members 
Mstep: Class 3 contains 7027 members 
Mstep: Class 4 contains 123890 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5186 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 73920 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105460 members 
Mstep: Class 12 contains 99320 members 
Mstep: Class 13 contains 96821 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68423 members 
Mstep: Class 17 contains 25236 members 
Mstep: Class 18 contains 14304 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8677 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 17928 members 
Mstep: Class 27 contains 6749 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34541 members 
Mstep: Class 31 contains 43800 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17847 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785456.000000 Penalty: 89247.812500
Iteration 397Q: 41 clusters Score -1.117855e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105176 members 
Mstep: Class 2 contains 11338 members 
Mstep: Class 3 contains 7027 members 
Mstep: Class 4 contains 123882 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5186 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 73916 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105463 members 
Mstep: Class 12 contains 99327 members 
Mstep: Class 13 contains 96821 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68417 members 
Mstep: Class 17 contains 25237 members 
Mstep: Class 18 contains 14307 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8678 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 17927 members 
Mstep: Class 27 contains 6749 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34541 members 
Mstep: Class 31 contains 43804 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17847 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785320.000000 Penalty: 89247.812500
Iteration 398Q: 41 clusters Score -1.117853e+08 nChanged 66
Entering ConstructFrom: 
Score: -111785320.000000 Penalty: 89247.812500
Entering ConstructFrom: 
Trying to split cluster 1 (105178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105178 members 
Entering Unmasked Estep 
Score: -13182829.000000 Penalty: 1879.054077
	Iteration 0F: 2 clusters Score -1.318283e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Mstep: Class 2 contains 52563 members 
Entering Unmasked Estep 
Score: -13116457.000000 Penalty: 3758.108154
	Iteration 0F: 3 clusters Score -1.311646e+07 nChanged 50184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52659 members 
Mstep: Class 2 contains 52519 members 
Entering Unmasked Estep 
Score: -13145956.000000 Penalty: 3758.108154
	Iteration 1F: 3 clusters Score -1.314596e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52516 members 
Mstep: Class 2 contains 52662 members 
Entering Unmasked Estep 
Score: -13147179.000000 Penalty: 3758.108154
	Iteration 2Q: 3 clusters Score -1.314718e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52239 members 
Mstep: Class 2 contains 52939 members 
Entering Unmasked Estep 
Score: -13148560.000000 Penalty: 3758.108154
	Iteration 3Q: 3 clusters Score -1.314856e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 53379 members 
Entering Unmasked Estep 
Score: -13150389.000000 Penalty: 3758.108154
	Iteration 4Q: 3 clusters Score -1.315039e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51063 members 
Mstep: Class 2 contains 54115 members 
Entering Unmasked Estep 
Score: -13153014.000000 Penalty: 3758.108154
	Iteration 5Q: 3 clusters Score -1.315301e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49958 members 
Mstep: Class 2 contains 55220 members 
Entering Unmasked Estep 
Score: -13156503.000000 Penalty: 3758.108154
	Iteration 6F: 3 clusters Score -1.31565e+07 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -13160908.000000 Penalty: 3758.108154
	Iteration 7F: 3 clusters Score -1.316091e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 58310 members 
Entering Unmasked Estep 
Score: -13165342.000000 Penalty: 3758.108154
	Iteration 8F: 3 clusters Score -1.316534e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 59889 members 
Entering Unmasked Estep 
Score: -13168666.000000 Penalty: 3758.108154
	Iteration 9F: 3 clusters Score -1.316867e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 61291 members 
Entering Unmasked Estep 
Score: -13170243.000000 Penalty: 3758.108154
	Iteration 10Q: 3 clusters Score -1.317024e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 62532 members 
Entering Unmasked Estep 
Score: -13170876.000000 Penalty: 3758.108154
	Iteration 11Q: 3 clusters Score -1.317088e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 63778 members 
Entering Unmasked Estep 
Score: -13171212.000000 Penalty: 3758.108154
	Iteration 12Q: 3 clusters Score -1.317121e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 65010 members 
Entering Unmasked Estep 
Score: -13171637.000000 Penalty: 3758.108154
	Iteration 13Q: 3 clusters Score -1.317164e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 66380 members 
Entering Unmasked Estep 
Score: -13172068.000000 Penalty: 3758.108154
	Iteration 14Q: 3 clusters Score -1.317207e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 67857 members 
Entering Unmasked Estep 
Score: -13172635.000000 Penalty: 3758.108154
	Iteration 15Q: 3 clusters Score -1.317264e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 69396 members 
Entering Unmasked Estep 
Score: -13173182.000000 Penalty: 3758.108154
	Iteration 16Q: 3 clusters Score -1.317318e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 70909 members 
Entering Unmasked Estep 
Score: -13173691.000000 Penalty: 3758.108154
	Iteration 17Q: 3 clusters Score -1.317369e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 72434 members 
Entering Unmasked Estep 
Score: -13174280.000000 Penalty: 3758.108154
	Iteration 18Q: 3 clusters Score -1.317428e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 73996 members 
Entering Unmasked Estep 
Score: -13174768.000000 Penalty: 3758.108154
	Iteration 19Q: 3 clusters Score -1.317477e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 75568 members 
Entering Unmasked Estep 
Score: -13175333.000000 Penalty: 3758.108154
	Iteration 20F: 3 clusters Score -1.317533e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 77094 members 
Entering Unmasked Estep 
Score: -13175942.000000 Penalty: 3758.108154
	Iteration 21Q: 3 clusters Score -1.317594e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 78608 members 
Entering Unmasked Estep 
Score: -13176536.000000 Penalty: 3758.108154
	Iteration 22Q: 3 clusters Score -1.317654e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 80056 members 
Entering Unmasked Estep 
Score: -13177086.000000 Penalty: 3758.108154
	Iteration 23Q: 3 clusters Score -1.317709e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 81476 members 
Entering Unmasked Estep 
Score: -13177610.000000 Penalty: 3758.108154
	Iteration 24Q: 3 clusters Score -1.317761e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 82899 members 
Entering Unmasked Estep 
Score: -13178131.000000 Penalty: 3758.108154
	Iteration 25Q: 3 clusters Score -1.317813e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 84259 members 
Entering Unmasked Estep 
Score: -13178576.000000 Penalty: 3758.108154
	Iteration 26Q: 3 clusters Score -1.317858e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 85586 members 
Entering Unmasked Estep 
Score: -13178955.000000 Penalty: 3758.108154
	Iteration 27Q: 3 clusters Score -1.317896e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 86849 members 
Entering Unmasked Estep 
Score: -13179405.000000 Penalty: 3758.108154
	Iteration 28Q: 3 clusters Score -1.31794e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 88070 members 
Entering Unmasked Estep 
Score: -13179751.000000 Penalty: 3758.108154
	Iteration 29Q: 3 clusters Score -1.317975e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 89253 members 
Entering Unmasked Estep 
Score: -13180104.000000 Penalty: 3758.108154
	Iteration 30Q: 3 clusters Score -1.31801e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 90394 members 
Entering Unmasked Estep 
Score: -13180545.000000 Penalty: 3758.108154
	Iteration 31Q: 3 clusters Score -1.318054e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 91555 members 
Entering Unmasked Estep 
Score: -13180917.000000 Penalty: 3758.108154
	Iteration 32Q: 3 clusters Score -1.318092e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 92718 members 
Entering Unmasked Estep 
Score: -13181248.000000 Penalty: 3758.108154
	Iteration 33Q: 3 clusters Score -1.318125e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 93854 members 
Entering Unmasked Estep 
Score: -13181540.000000 Penalty: 3758.108154
	Iteration 34Q: 3 clusters Score -1.318154e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 95037 members 
Entering Unmasked Estep 
Score: -13181910.000000 Penalty: 3758.108154
	Iteration 35Q: 3 clusters Score -1.318191e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 96184 members 
Entering Unmasked Estep 
Score: -13182227.000000 Penalty: 3758.108154
	Iteration 36Q: 3 clusters Score -1.318223e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 97343 members 
Entering Unmasked Estep 
Score: -13182538.000000 Penalty: 3758.108154
	Iteration 37Q: 3 clusters Score -1.318254e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 98409 members 
Entering Unmasked Estep 
Score: -13182697.000000 Penalty: 3758.108154
	Iteration 38Q: 3 clusters Score -1.31827e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 99313 members 
Entering Unmasked Estep 
Score: -13182747.000000 Penalty: 3758.108154
	Iteration 39Q: 3 clusters Score -1.318275e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 100146 members 
Entering Unmasked Estep 
Score: -13182751.000000 Penalty: 3758.108154
	Iteration 40F: 3 clusters Score -1.318275e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 100884 members 
Entering Unmasked Estep 
Score: -13182784.000000 Penalty: 3758.108154
	Iteration 41Q: 3 clusters Score -1.318278e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 101501 members 
Entering Unmasked Estep 
Score: -13182775.000000 Penalty: 3758.108154
	Iteration 42Q: 3 clusters Score -1.318278e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 102035 members 
Entering Unmasked Estep 
Score: -13182846.000000 Penalty: 3758.108154
	Iteration 43Q: 3 clusters Score -1.318285e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 102455 members 
Entering Unmasked Estep 
Score: -13182743.000000 Penalty: 3758.108154
	Iteration 44Q: 3 clusters Score -1.318274e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 102809 members 
Entering Unmasked Estep 
Score: -13182653.000000 Penalty: 3758.108154
	Iteration 45Q: 3 clusters Score -1.318265e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 103085 members 
Entering Unmasked Estep 
Score: -13182543.000000 Penalty: 3758.108154
	Iteration 46Q: 3 clusters Score -1.318254e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 103264 members 
Entering Unmasked Estep 
Score: -13182480.000000 Penalty: 3758.108154
	Iteration 47Q: 3 clusters Score -1.318248e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 103415 members 
Entering Unmasked Estep 
Score: -13182439.000000 Penalty: 3758.108154
	Iteration 48Q: 3 clusters Score -1.318244e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 103521 members 
Entering Unmasked Estep 
Score: -13182377.000000 Penalty: 3758.108154
	Iteration 49Q: 3 clusters Score -1.318238e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 103602 members 
Entering Unmasked Estep 
Score: -13182344.000000 Penalty: 3758.108154
	Iteration 50Q: 3 clusters Score -1.318234e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 103672 members 
Entering Unmasked Estep 
Score: -13182354.000000 Penalty: 3758.108154
	Iteration 51Q: 3 clusters Score -1.318235e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 103737 members 
Entering Unmasked Estep 
Score: -13182338.000000 Penalty: 3758.108154
	Iteration 52Q: 3 clusters Score -1.318234e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 103789 members 
Entering Unmasked Estep 
Score: -13182307.000000 Penalty: 3758.108154
	Iteration 53Q: 3 clusters Score -1.318231e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 103838 members 
Entering Unmasked Estep 
Score: -13182278.000000 Penalty: 3758.108154
	Iteration 54Q: 3 clusters Score -1.318228e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 103889 members 
Entering Unmasked Estep 
Score: -13182278.000000 Penalty: 3758.108154
	Iteration 55Q: 3 clusters Score -1.318228e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 103935 members 
Entering Unmasked Estep 
Score: -13182276.000000 Penalty: 3758.108154
	Iteration 56Q: 3 clusters Score -1.318228e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 103958 members 
Entering Unmasked Estep 
Score: -13182290.000000 Penalty: 3758.108154
	Iteration 57Q: 3 clusters Score -1.318229e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 103978 members 
Entering Unmasked Estep 
Score: -13182271.000000 Penalty: 3758.108154
	Iteration 58Q: 3 clusters Score -1.318227e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 103996 members 
Entering Unmasked Estep 
Score: -13182260.000000 Penalty: 3758.108154
	Iteration 59Q: 3 clusters Score -1.318226e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 104011 members 
Entering Unmasked Estep 
Score: -13182258.000000 Penalty: 3758.108154
	Iteration 60F: 3 clusters Score -1.318226e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 104029 members 
Entering Unmasked Estep 
Score: -13182242.000000 Penalty: 3758.108154
	Iteration 61Q: 3 clusters Score -1.318224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 104041 members 
Entering Unmasked Estep 
Score: -13182238.000000 Penalty: 3758.108154
	Iteration 62Q: 3 clusters Score -1.318224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 104048 members 
Entering Unmasked Estep 
Score: -13182232.000000 Penalty: 3758.108154
	Iteration 63Q: 3 clusters Score -1.318223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 104052 members 
Entering Unmasked Estep 
Score: -13182232.000000 Penalty: 3758.108154
	Iteration 64Q: 3 clusters Score -1.318223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 104059 members 
Entering Unmasked Estep 
Score: -13182241.000000 Penalty: 3758.108154
	Iteration 65Q: 3 clusters Score -1.318224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 104062 members 
Entering Unmasked Estep 
Score: -13182225.000000 Penalty: 3758.108154
	Iteration 66Q: 3 clusters Score -1.318222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 104067 members 
Entering Unmasked Estep 
Score: -13182225.000000 Penalty: 3758.108154
	Iteration 67Q: 3 clusters Score -1.318222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 104075 members 
Entering Unmasked Estep 
Score: -13182224.000000 Penalty: 3758.108154
	Iteration 68Q: 3 clusters Score -1.318222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 104080 members 
Entering Unmasked Estep 
Score: -13182213.000000 Penalty: 3758.108154
	Iteration 69Q: 3 clusters Score -1.318221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 104082 members 
Entering Unmasked Estep 
Score: -13182217.000000 Penalty: 3758.108154
	Iteration 70Q: 3 clusters Score -1.318222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 104083 members 
Entering Unmasked Estep 
Score: -13182216.000000 Penalty: 3758.108154
	Iteration 71Q: 3 clusters Score -1.318222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 104084 members 
Entering Unmasked Estep 
Score: -13182220.000000 Penalty: 3758.108154
	Iteration 72Q: 3 clusters Score -1.318222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 104085 members 
Entering Unmasked Estep 
Score: -13182220.000000 Penalty: 3758.108154
	Iteration 73Q: 3 clusters Score -1.318222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 104085 members 
Entering Unmasked Estep 
Score: -13182220.000000 Penalty: 3758.108154
	Iteration 74F: 3 clusters Score -1.318222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Entering Unmasked Estep 
Score: -1319029.125000 Penalty: 1517.100586
	Iteration 0F: 2 clusters Score -1319029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1310949.625000 Penalty: 3034.201172
	Iteration 0F: 3 clusters Score -1310950 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1313610.375000 Penalty: 3034.201172
	Iteration 1F: 3 clusters Score -1313610 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1314097.625000 Penalty: 3034.201172
	Iteration 2F: 3 clusters Score -1314098 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1314711.875000 Penalty: 3034.201172
	Iteration 3F: 3 clusters Score -1314712 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1315439.750000 Penalty: 3034.201172
	Iteration 4F: 3 clusters Score -1315440 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1316134.625000 Penalty: 3034.201172
	Iteration 5F: 3 clusters Score -1316135 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1316721.375000 Penalty: 3034.201172
	Iteration 6F: 3 clusters Score -1316721 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1317133.000000 Penalty: 3034.201172
	Iteration 7F: 3 clusters Score -1317133 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1317398.000000 Penalty: 3034.201172
	Iteration 8Q: 3 clusters Score -1317398 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1317567.875000 Penalty: 3034.201172
	Iteration 9Q: 3 clusters Score -1317568 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1317681.625000 Penalty: 3034.201172
	Iteration 10Q: 3 clusters Score -1317682 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1317749.375000 Penalty: 3034.201172
	Iteration 11Q: 3 clusters Score -1317749 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1317801.125000 Penalty: 3034.201172
	Iteration 12Q: 3 clusters Score -1317801 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1317848.875000 Penalty: 3034.201172
	Iteration 13Q: 3 clusters Score -1317849 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1317898.250000 Penalty: 3034.201172
	Iteration 14Q: 3 clusters Score -1317898 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1317933.500000 Penalty: 3034.201172
	Iteration 15Q: 3 clusters Score -1317934 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1317966.375000 Penalty: 3034.201172
	Iteration 16Q: 3 clusters Score -1317966 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1317991.625000 Penalty: 3034.201172
	Iteration 17Q: 3 clusters Score -1317992 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1318021.500000 Penalty: 3034.201172
	Iteration 18Q: 3 clusters Score -1318022 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1318050.750000 Penalty: 3034.201172
	Iteration 19Q: 3 clusters Score -1318051 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1318079.500000 Penalty: 3034.201172
	Iteration 20F: 3 clusters Score -1318080 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1318111.125000 Penalty: 3034.201172
	Iteration 21Q: 3 clusters Score -1318111 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1318142.500000 Penalty: 3034.201172
	Iteration 22Q: 3 clusters Score -1318142 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1318175.750000 Penalty: 3034.201172
	Iteration 23Q: 3 clusters Score -1318176 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1318208.375000 Penalty: 3034.201172
	Iteration 24Q: 3 clusters Score -1318208 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1318225.875000 Penalty: 3034.201172
	Iteration 25Q: 3 clusters Score -1318226 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1318257.375000 Penalty: 3034.201172
	Iteration 26Q: 3 clusters Score -1318257 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1318271.000000 Penalty: 3034.201172
	Iteration 27Q: 3 clusters Score -1318271 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1318289.750000 Penalty: 3034.201172
	Iteration 28Q: 3 clusters Score -1318290 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1318307.375000 Penalty: 3034.201172
	Iteration 29Q: 3 clusters Score -1318307 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1318325.500000 Penalty: 3034.201172
	Iteration 30Q: 3 clusters Score -1318326 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1318338.875000 Penalty: 3034.201172
	Iteration 31Q: 3 clusters Score -1318339 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1318360.375000 Penalty: 3034.201172
	Iteration 32Q: 3 clusters Score -1318360 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1318375.750000 Penalty: 3034.201172
	Iteration 33Q: 3 clusters Score -1318376 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1318398.250000 Penalty: 3034.201172
	Iteration 34Q: 3 clusters Score -1318398 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1318417.750000 Penalty: 3034.201172
	Iteration 35Q: 3 clusters Score -1318418 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1318438.625000 Penalty: 3034.201172
	Iteration 36Q: 3 clusters Score -1318439 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1318447.500000 Penalty: 3034.201172
	Iteration 37Q: 3 clusters Score -1318448 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1318460.250000 Penalty: 3034.201172
	Iteration 38Q: 3 clusters Score -1318460 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1318468.250000 Penalty: 3034.201172
	Iteration 39Q: 3 clusters Score -1318468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1318475.000000 Penalty: 3034.201172
	Iteration 40F: 3 clusters Score -1318475 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1318478.750000 Penalty: 3034.201172
	Iteration 41Q: 3 clusters Score -1318479 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1318485.375000 Penalty: 3034.201172
	Iteration 42Q: 3 clusters Score -1318485 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1318496.875000 Penalty: 3034.201172
	Iteration 43Q: 3 clusters Score -1318497 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1318501.375000 Penalty: 3034.201172
	Iteration 44Q: 3 clusters Score -1318501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1318505.250000 Penalty: 3034.201172
	Iteration 45Q: 3 clusters Score -1318505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1318509.375000 Penalty: 3034.201172
	Iteration 46Q: 3 clusters Score -1318509 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1318519.000000 Penalty: 3034.201172
	Iteration 47Q: 3 clusters Score -1318519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1318525.375000 Penalty: 3034.201172
	Iteration 48Q: 3 clusters Score -1318525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1318527.250000 Penalty: 3034.201172
	Iteration 49Q: 3 clusters Score -1318527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1318531.875000 Penalty: 3034.201172
	Iteration 50Q: 3 clusters Score -1318532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1318535.125000 Penalty: 3034.201172
	Iteration 51Q: 3 clusters Score -1318535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1318541.625000 Penalty: 3034.201172
	Iteration 52Q: 3 clusters Score -1318542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1318541.875000 Penalty: 3034.201172
	Iteration 53Q: 3 clusters Score -1318542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1318544.250000 Penalty: 3034.201172
	Iteration 54Q: 3 clusters Score -1318544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1318544.875000 Penalty: 3034.201172
	Iteration 55Q: 3 clusters Score -1318545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1318545.625000 Penalty: 3034.201172
	Iteration 56Q: 3 clusters Score -1318546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1318547.875000 Penalty: 3034.201172
	Iteration 57Q: 3 clusters Score -1318548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1318546.875000 Penalty: 3034.201172
	Iteration 58Q: 3 clusters Score -1318547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1318548.500000 Penalty: 3034.201172
	Iteration 59Q: 3 clusters Score -1318548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1318545.625000 Penalty: 3034.201172
	Iteration 60F: 3 clusters Score -1318546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1318546.375000 Penalty: 3034.201172
	Iteration 61Q: 3 clusters Score -1318546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1318546.125000 Penalty: 3034.201172
	Iteration 62Q: 3 clusters Score -1318546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1318546.625000 Penalty: 3034.201172
	Iteration 63Q: 3 clusters Score -1318547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1318547.375000 Penalty: 3034.201172
	Iteration 64Q: 3 clusters Score -1318547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1318548.125000 Penalty: 3034.201172
	Iteration 65Q: 3 clusters Score -1318548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1318548.750000 Penalty: 3034.201172
	Iteration 66Q: 3 clusters Score -1318549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1318550.750000 Penalty: 3034.201172
	Iteration 67Q: 3 clusters Score -1318551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1318550.000000 Penalty: 3034.201172
	Iteration 68Q: 3 clusters Score -1318550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1318550.875000 Penalty: 3034.201172
	Iteration 69Q: 3 clusters Score -1318551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1318552.625000 Penalty: 3034.201172
	Iteration 70Q: 3 clusters Score -1318553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1318551.250000 Penalty: 3034.201172
	Iteration 71Q: 3 clusters Score -1318551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1318551.875000 Penalty: 3034.201172
	Iteration 72Q: 3 clusters Score -1318552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1318553.750000 Penalty: 3034.201172
	Iteration 73Q: 3 clusters Score -1318554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1318555.625000 Penalty: 3034.201172
	Iteration 74Q: 3 clusters Score -1318556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1318557.000000 Penalty: 3034.201172
	Iteration 75Q: 3 clusters Score -1318557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1318555.500000 Penalty: 3034.201172
	Iteration 76Q: 3 clusters Score -1318556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1318556.750000 Penalty: 3034.201172
	Iteration 77Q: 3 clusters Score -1318557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1318558.500000 Penalty: 3034.201172
	Iteration 78Q: 3 clusters Score -1318558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1318557.250000 Penalty: 3034.201172
	Iteration 79Q: 3 clusters Score -1318557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1318558.375000 Penalty: 3034.201172
	Iteration 80F: 3 clusters Score -1318558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1318559.125000 Penalty: 3034.201172
	Iteration 81Q: 3 clusters Score -1318559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1318558.875000 Penalty: 3034.201172
	Iteration 82Q: 3 clusters Score -1318559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1318559.750000 Penalty: 3034.201172
	Iteration 83Q: 3 clusters Score -1318560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1318558.375000 Penalty: 3034.201172
	Iteration 84Q: 3 clusters Score -1318558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1318558.375000 Penalty: 3034.201172
	Iteration 85F: 3 clusters Score -1318558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Entering Unmasked Estep 
Score: -838186.437500 Penalty: 1439.346191
	Iteration 0F: 2 clusters Score -838186.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -832931.250000 Penalty: 2878.692383
	Iteration 0F: 3 clusters Score -832931.2 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -834513.375000 Penalty: 2878.692383
	Iteration 1F: 3 clusters Score -834513.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -834761.312500 Penalty: 2878.692383
	Iteration 2F: 3 clusters Score -834761.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -835002.312500 Penalty: 2878.692383
	Iteration 3F: 3 clusters Score -835002.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -835262.500000 Penalty: 2878.692383
	Iteration 4F: 3 clusters Score -835262.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -835504.625000 Penalty: 2878.692383
	Iteration 5F: 3 clusters Score -835504.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -835736.562500 Penalty: 2878.692383
	Iteration 6F: 3 clusters Score -835736.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -835918.125000 Penalty: 2878.692383
	Iteration 7Q: 3 clusters Score -835918.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -836066.312500 Penalty: 2878.692383
	Iteration 8Q: 3 clusters Score -836066.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -836178.312500 Penalty: 2878.692383
	Iteration 9Q: 3 clusters Score -836178.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -836279.625000 Penalty: 2878.692383
	Iteration 10Q: 3 clusters Score -836279.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -836356.812500 Penalty: 2878.692383
	Iteration 11Q: 3 clusters Score -836356.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -836416.062500 Penalty: 2878.692383
	Iteration 12Q: 3 clusters Score -836416.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -836483.250000 Penalty: 2878.692383
	Iteration 13Q: 3 clusters Score -836483.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -836544.562500 Penalty: 2878.692383
	Iteration 14Q: 3 clusters Score -836544.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -836590.812500 Penalty: 2878.692383
	Iteration 15Q: 3 clusters Score -836590.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -836621.062500 Penalty: 2878.692383
	Iteration 16Q: 3 clusters Score -836621.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -836641.250000 Penalty: 2878.692383
	Iteration 17Q: 3 clusters Score -836641.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -836662.312500 Penalty: 2878.692383
	Iteration 18Q: 3 clusters Score -836662.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -836678.062500 Penalty: 2878.692383
	Iteration 19Q: 3 clusters Score -836678.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -836700.937500 Penalty: 2878.692383
	Iteration 20F: 3 clusters Score -836700.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -836717.187500 Penalty: 2878.692383
	Iteration 21Q: 3 clusters Score -836717.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -836735.437500 Penalty: 2878.692383
	Iteration 22Q: 3 clusters Score -836735.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -836749.750000 Penalty: 2878.692383
	Iteration 23Q: 3 clusters Score -836749.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -836764.125000 Penalty: 2878.692383
	Iteration 24Q: 3 clusters Score -836764.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -836774.437500 Penalty: 2878.692383
	Iteration 25Q: 3 clusters Score -836774.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -836786.312500 Penalty: 2878.692383
	Iteration 26Q: 3 clusters Score -836786.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -836800.500000 Penalty: 2878.692383
	Iteration 27Q: 3 clusters Score -836800.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -836814.812500 Penalty: 2878.692383
	Iteration 28Q: 3 clusters Score -836814.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -836829.875000 Penalty: 2878.692383
	Iteration 29Q: 3 clusters Score -836829.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -836844.125000 Penalty: 2878.692383
	Iteration 30Q: 3 clusters Score -836844.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -836860.625000 Penalty: 2878.692383
	Iteration 31Q: 3 clusters Score -836860.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -836877.750000 Penalty: 2878.692383
	Iteration 32Q: 3 clusters Score -836877.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -836916.687500 Penalty: 2878.692383
	Iteration 33Q: 3 clusters Score -836916.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -836972.437500 Penalty: 2878.692383
	Iteration 34Q: 3 clusters Score -836972.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -837016.000000 Penalty: 2878.692383
	Iteration 35Q: 3 clusters Score -837016 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -837054.625000 Penalty: 2878.692383
	Iteration 36Q: 3 clusters Score -837054.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -837079.625000 Penalty: 2878.692383
	Iteration 37Q: 3 clusters Score -837079.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -837096.000000 Penalty: 2878.692383
	Iteration 38Q: 3 clusters Score -837096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -837110.812500 Penalty: 2878.692383
	Iteration 39Q: 3 clusters Score -837110.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -837121.187500 Penalty: 2878.692383
	Iteration 40F: 3 clusters Score -837121.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -837130.375000 Penalty: 2878.692383
	Iteration 41Q: 3 clusters Score -837130.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -837142.687500 Penalty: 2878.692383
	Iteration 42Q: 3 clusters Score -837142.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -837150.500000 Penalty: 2878.692383
	Iteration 43Q: 3 clusters Score -837150.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -837160.125000 Penalty: 2878.692383
	Iteration 44Q: 3 clusters Score -837160.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -837164.750000 Penalty: 2878.692383
	Iteration 45Q: 3 clusters Score -837164.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -837168.687500 Penalty: 2878.692383
	Iteration 46Q: 3 clusters Score -837168.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -837174.312500 Penalty: 2878.692383
	Iteration 47Q: 3 clusters Score -837174.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -837178.312500 Penalty: 2878.692383
	Iteration 48Q: 3 clusters Score -837178.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -837180.687500 Penalty: 2878.692383
	Iteration 49Q: 3 clusters Score -837180.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -837182.562500 Penalty: 2878.692383
	Iteration 50Q: 3 clusters Score -837182.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -837186.000000 Penalty: 2878.692383
	Iteration 51Q: 3 clusters Score -837186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -837188.187500 Penalty: 2878.692383
	Iteration 52Q: 3 clusters Score -837188.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -837188.000000 Penalty: 2878.692383
	Iteration 53Q: 3 clusters Score -837188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -837188.500000 Penalty: 2878.692383
	Iteration 54Q: 3 clusters Score -837188.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -837190.562500 Penalty: 2878.692383
	Iteration 55Q: 3 clusters Score -837190.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -837190.437500 Penalty: 2878.692383
	Iteration 56Q: 3 clusters Score -837190.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -837189.125000 Penalty: 2878.692383
	Iteration 57Q: 3 clusters Score -837189.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -837190.562500 Penalty: 2878.692383
	Iteration 58Q: 3 clusters Score -837190.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -837190.562500 Penalty: 2878.692383
	Iteration 59F: 3 clusters Score -837190.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (123883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123883 members 
Entering Unmasked Estep 
Score: -15475878.000000 Penalty: 1905.652588
	Iteration 0F: 2 clusters Score -1.547588e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61979 members 
Mstep: Class 2 contains 61904 members 
Entering Unmasked Estep 
Score: -15400170.000000 Penalty: 3811.305176
	Iteration 0F: 3 clusters Score -1.540017e+07 nChanged 59453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61244 members 
Mstep: Class 2 contains 62639 members 
Entering Unmasked Estep 
Score: -15434910.000000 Penalty: 3811.305176
	Iteration 1F: 3 clusters Score -1.543491e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60730 members 
Mstep: Class 2 contains 63153 members 
Entering Unmasked Estep 
Score: -15435855.000000 Penalty: 3811.305176
	Iteration 2Q: 3 clusters Score -1.543586e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59848 members 
Mstep: Class 2 contains 64035 members 
Entering Unmasked Estep 
Score: -15436839.000000 Penalty: 3811.305176
	Iteration 3Q: 3 clusters Score -1.543684e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58418 members 
Mstep: Class 2 contains 65465 members 
Entering Unmasked Estep 
Score: -15438486.000000 Penalty: 3811.305176
	Iteration 4Q: 3 clusters Score -1.543849e+07 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56324 members 
Mstep: Class 2 contains 67559 members 
Entering Unmasked Estep 
Score: -15440922.000000 Penalty: 3811.305176
	Iteration 5Q: 3 clusters Score -1.544092e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53601 members 
Mstep: Class 2 contains 70282 members 
Entering Unmasked Estep 
Score: -15444573.000000 Penalty: 3811.305176
	Iteration 6F: 3 clusters Score -1.544457e+07 nChanged 8389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49948 members 
Mstep: Class 2 contains 73935 members 
Entering Unmasked Estep 
Score: -15449730.000000 Penalty: 3811.305176
	Iteration 7F: 3 clusters Score -1.544973e+07 nChanged 9105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 77946 members 
Entering Unmasked Estep 
Score: -15456459.000000 Penalty: 3811.305176
	Iteration 8F: 3 clusters Score -1.545646e+07 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 81368 members 
Entering Unmasked Estep 
Score: -15463012.000000 Penalty: 3811.305176
	Iteration 9F: 3 clusters Score -1.546301e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 83779 members 
Entering Unmasked Estep 
Score: -15467546.000000 Penalty: 3811.305176
	Iteration 10F: 3 clusters Score -1.546755e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 85499 members 
Entering Unmasked Estep 
Score: -15469663.000000 Penalty: 3811.305176
	Iteration 11Q: 3 clusters Score -1.546966e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 87111 members 
Entering Unmasked Estep 
Score: -15471138.000000 Penalty: 3811.305176
	Iteration 12Q: 3 clusters Score -1.547114e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 88655 members 
Entering Unmasked Estep 
Score: -15472113.000000 Penalty: 3811.305176
	Iteration 13Q: 3 clusters Score -1.547211e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 90060 members 
Entering Unmasked Estep 
Score: -15472944.000000 Penalty: 3811.305176
	Iteration 14Q: 3 clusters Score -1.547294e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 91430 members 
Entering Unmasked Estep 
Score: -15473934.000000 Penalty: 3811.305176
	Iteration 15Q: 3 clusters Score -1.547393e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 92899 members 
Entering Unmasked Estep 
Score: -15474760.000000 Penalty: 3811.305176
	Iteration 16Q: 3 clusters Score -1.547476e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 94512 members 
Entering Unmasked Estep 
Score: -15475537.000000 Penalty: 3811.305176
	Iteration 17Q: 3 clusters Score -1.547554e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 96225 members 
Entering Unmasked Estep 
Score: -15476177.000000 Penalty: 3811.305176
	Iteration 18Q: 3 clusters Score -1.547618e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 98028 members 
Entering Unmasked Estep 
Score: -15476681.000000 Penalty: 3811.305176
	Iteration 19Q: 3 clusters Score -1.547668e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 99916 members 
Entering Unmasked Estep 
Score: -15477115.000000 Penalty: 3811.305176
	Iteration 20F: 3 clusters Score -1.547712e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 101709 members 
Entering Unmasked Estep 
Score: -15477595.000000 Penalty: 3811.305176
	Iteration 21Q: 3 clusters Score -1.54776e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 103516 members 
Entering Unmasked Estep 
Score: -15477922.000000 Penalty: 3811.305176
	Iteration 22Q: 3 clusters Score -1.547792e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 105315 members 
Entering Unmasked Estep 
Score: -15478161.000000 Penalty: 3811.305176
	Iteration 23Q: 3 clusters Score -1.547816e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 107069 members 
Entering Unmasked Estep 
Score: -15478191.000000 Penalty: 3811.305176
	Iteration 24Q: 3 clusters Score -1.547819e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 108673 members 
Entering Unmasked Estep 
Score: -15478296.000000 Penalty: 3811.305176
	Iteration 25Q: 3 clusters Score -1.54783e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 110127 members 
Entering Unmasked Estep 
Score: -15478118.000000 Penalty: 3811.305176
	Iteration 26Q: 3 clusters Score -1.547812e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 111373 members 
Entering Unmasked Estep 
Score: -15478048.000000 Penalty: 3811.305176
	Iteration 27Q: 3 clusters Score -1.547805e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 112493 members 
Entering Unmasked Estep 
Score: -15477942.000000 Penalty: 3811.305176
	Iteration 28Q: 3 clusters Score -1.547794e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 113500 members 
Entering Unmasked Estep 
Score: -15477691.000000 Penalty: 3811.305176
	Iteration 29Q: 3 clusters Score -1.547769e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 114440 members 
Entering Unmasked Estep 
Score: -15477534.000000 Penalty: 3811.305176
	Iteration 30Q: 3 clusters Score -1.547753e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 115334 members 
Entering Unmasked Estep 
Score: -15477352.000000 Penalty: 3811.305176
	Iteration 31Q: 3 clusters Score -1.547735e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 116103 members 
Entering Unmasked Estep 
Score: -15477150.000000 Penalty: 3811.305176
	Iteration 32Q: 3 clusters Score -1.547715e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 116802 members 
Entering Unmasked Estep 
Score: -15477081.000000 Penalty: 3811.305176
	Iteration 33Q: 3 clusters Score -1.547708e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 117436 members 
Entering Unmasked Estep 
Score: -15476905.000000 Penalty: 3811.305176
	Iteration 34Q: 3 clusters Score -1.54769e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 117987 members 
Entering Unmasked Estep 
Score: -15476805.000000 Penalty: 3811.305176
	Iteration 35Q: 3 clusters Score -1.54768e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 118520 members 
Entering Unmasked Estep 
Score: -15476765.000000 Penalty: 3811.305176
	Iteration 36Q: 3 clusters Score -1.547676e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 118995 members 
Entering Unmasked Estep 
Score: -15476617.000000 Penalty: 3811.305176
	Iteration 37Q: 3 clusters Score -1.547662e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 119388 members 
Entering Unmasked Estep 
Score: -15476478.000000 Penalty: 3811.305176
	Iteration 38Q: 3 clusters Score -1.547648e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 119745 members 
Entering Unmasked Estep 
Score: -15476362.000000 Penalty: 3811.305176
	Iteration 39Q: 3 clusters Score -1.547636e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 120030 members 
Entering Unmasked Estep 
Score: -15476252.000000 Penalty: 3811.305176
	Iteration 40F: 3 clusters Score -1.547625e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 120312 members 
Entering Unmasked Estep 
Score: -15476116.000000 Penalty: 3811.305176
	Iteration 41Q: 3 clusters Score -1.547612e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 120597 members 
Entering Unmasked Estep 
Score: -15476001.000000 Penalty: 3811.305176
	Iteration 42Q: 3 clusters Score -1.5476e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 120850 members 
Entering Unmasked Estep 
Score: -15475922.000000 Penalty: 3811.305176
	Iteration 43Q: 3 clusters Score -1.547592e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 121083 members 
Entering Unmasked Estep 
Score: -15475878.000000 Penalty: 3811.305176
	Iteration 44Q: 3 clusters Score -1.547588e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 121286 members 
Entering Unmasked Estep 
Score: -15475786.000000 Penalty: 3811.305176
	Iteration 45Q: 3 clusters Score -1.547579e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 121455 members 
Entering Unmasked Estep 
Score: -15475691.000000 Penalty: 3811.305176
	Iteration 46Q: 3 clusters Score -1.547569e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 121597 members 
Entering Unmasked Estep 
Score: -15475629.000000 Penalty: 3811.305176
	Iteration 47Q: 3 clusters Score -1.547563e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 121716 members 
Entering Unmasked Estep 
Score: -15475570.000000 Penalty: 3811.305176
	Iteration 48Q: 3 clusters Score -1.547557e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 121810 members 
Entering Unmasked Estep 
Score: -15475523.000000 Penalty: 3811.305176
	Iteration 49Q: 3 clusters Score -1.547552e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 121884 members 
Entering Unmasked Estep 
Score: -15475459.000000 Penalty: 3811.305176
	Iteration 50Q: 3 clusters Score -1.547546e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 121956 members 
Entering Unmasked Estep 
Score: -15475413.000000 Penalty: 3811.305176
	Iteration 51Q: 3 clusters Score -1.547541e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 122028 members 
Entering Unmasked Estep 
Score: -15475383.000000 Penalty: 3811.305176
	Iteration 52Q: 3 clusters Score -1.547538e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 122112 members 
Entering Unmasked Estep 
Score: -15475325.000000 Penalty: 3811.305176
	Iteration 53Q: 3 clusters Score -1.547532e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 122191 members 
Entering Unmasked Estep 
Score: -15475288.000000 Penalty: 3811.305176
	Iteration 54Q: 3 clusters Score -1.547529e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 122272 members 
Entering Unmasked Estep 
Score: -15475278.000000 Penalty: 3811.305176
	Iteration 55Q: 3 clusters Score -1.547528e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 122342 members 
Entering Unmasked Estep 
Score: -15475233.000000 Penalty: 3811.305176
	Iteration 56Q: 3 clusters Score -1.547523e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 122405 members 
Entering Unmasked Estep 
Score: -15475233.000000 Penalty: 3811.305176
	Iteration 57Q: 3 clusters Score -1.547523e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 122459 members 
Entering Unmasked Estep 
Score: -15475246.000000 Penalty: 3811.305176
	Iteration 58Q: 3 clusters Score -1.547525e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 122499 members 
Entering Unmasked Estep 
Score: -15475215.000000 Penalty: 3811.305176
	Iteration 59Q: 3 clusters Score -1.547522e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 122542 members 
Entering Unmasked Estep 
Score: -15475223.000000 Penalty: 3811.305176
	Iteration 60F: 3 clusters Score -1.547522e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 122581 members 
Entering Unmasked Estep 
Score: -15475204.000000 Penalty: 3811.305176
	Iteration 61Q: 3 clusters Score -1.54752e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 122613 members 
Entering Unmasked Estep 
Score: -15475172.000000 Penalty: 3811.305176
	Iteration 62Q: 3 clusters Score -1.547517e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 122639 members 
Entering Unmasked Estep 
Score: -15475194.000000 Penalty: 3811.305176
	Iteration 63Q: 3 clusters Score -1.547519e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 122660 members 
Entering Unmasked Estep 
Score: -15475174.000000 Penalty: 3811.305176
	Iteration 64Q: 3 clusters Score -1.547517e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 122678 members 
Entering Unmasked Estep 
Score: -15475151.000000 Penalty: 3811.305176
	Iteration 65Q: 3 clusters Score -1.547515e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 122696 members 
Entering Unmasked Estep 
Score: -15475145.000000 Penalty: 3811.305176
	Iteration 66Q: 3 clusters Score -1.547514e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 122712 members 
Entering Unmasked Estep 
Score: -15475140.000000 Penalty: 3811.305176
	Iteration 67Q: 3 clusters Score -1.547514e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 122727 members 
Entering Unmasked Estep 
Score: -15475122.000000 Penalty: 3811.305176
	Iteration 68Q: 3 clusters Score -1.547512e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 122744 members 
Entering Unmasked Estep 
Score: -15475140.000000 Penalty: 3811.305176
	Iteration 69Q: 3 clusters Score -1.547514e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 122759 members 
Entering Unmasked Estep 
Score: -15475139.000000 Penalty: 3811.305176
	Iteration 70Q: 3 clusters Score -1.547514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 122768 members 
Entering Unmasked Estep 
Score: -15475116.000000 Penalty: 3811.305176
	Iteration 71Q: 3 clusters Score -1.547512e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 122782 members 
Entering Unmasked Estep 
Score: -15475105.000000 Penalty: 3811.305176
	Iteration 72Q: 3 clusters Score -1.54751e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 122798 members 
Entering Unmasked Estep 
Score: -15475109.000000 Penalty: 3811.305176
	Iteration 73Q: 3 clusters Score -1.547511e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 122820 members 
Entering Unmasked Estep 
Score: -15475106.000000 Penalty: 3811.305176
	Iteration 74Q: 3 clusters Score -1.547511e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 122848 members 
Entering Unmasked Estep 
Score: -15475097.000000 Penalty: 3811.305176
	Iteration 75Q: 3 clusters Score -1.54751e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 122869 members 
Entering Unmasked Estep 
Score: -15475083.000000 Penalty: 3811.305176
	Iteration 76Q: 3 clusters Score -1.547508e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 122888 members 
Entering Unmasked Estep 
Score: -15475076.000000 Penalty: 3811.305176
	Iteration 77Q: 3 clusters Score -1.547508e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 122910 members 
Entering Unmasked Estep 
Score: -15475055.000000 Penalty: 3811.305176
	Iteration 78Q: 3 clusters Score -1.547506e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 122930 members 
Entering Unmasked Estep 
Score: -15475031.000000 Penalty: 3811.305176
	Iteration 79Q: 3 clusters Score -1.547503e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 122951 members 
Entering Unmasked Estep 
Score: -15475029.000000 Penalty: 3811.305176
	Iteration 80F: 3 clusters Score -1.547503e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 122967 members 
Entering Unmasked Estep 
Score: -15475022.000000 Penalty: 3811.305176
	Iteration 81Q: 3 clusters Score -1.547502e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 122986 members 
Entering Unmasked Estep 
Score: -15475014.000000 Penalty: 3811.305176
	Iteration 82Q: 3 clusters Score -1.547501e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 123003 members 
Entering Unmasked Estep 
Score: -15475023.000000 Penalty: 3811.305176
	Iteration 83Q: 3 clusters Score -1.547502e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 123019 members 
Entering Unmasked Estep 
Score: -15475002.000000 Penalty: 3811.305176
	Iteration 84Q: 3 clusters Score -1.5475e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 123030 members 
Entering Unmasked Estep 
Score: -15475011.000000 Penalty: 3811.305176
	Iteration 85Q: 3 clusters Score -1.547501e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 123041 members 
Entering Unmasked Estep 
Score: -15475006.000000 Penalty: 3811.305176
	Iteration 86Q: 3 clusters Score -1.547501e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 123055 members 
Entering Unmasked Estep 
Score: -15475000.000000 Penalty: 3811.305176
	Iteration 87Q: 3 clusters Score -1.5475e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 123066 members 
Entering Unmasked Estep 
Score: -15474988.000000 Penalty: 3811.305176
	Iteration 88Q: 3 clusters Score -1.547499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 123077 members 
Entering Unmasked Estep 
Score: -15474984.000000 Penalty: 3811.305176
	Iteration 89Q: 3 clusters Score -1.547498e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 123085 members 
Entering Unmasked Estep 
Score: -15475005.000000 Penalty: 3811.305176
	Iteration 90Q: 3 clusters Score -1.5475e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 123093 members 
Entering Unmasked Estep 
Score: -15475004.000000 Penalty: 3811.305176
	Iteration 91Q: 3 clusters Score -1.5475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 123099 members 
Entering Unmasked Estep 
Score: -15474994.000000 Penalty: 3811.305176
	Iteration 92Q: 3 clusters Score -1.547499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 123105 members 
Entering Unmasked Estep 
Score: -15475011.000000 Penalty: 3811.305176
	Iteration 93Q: 3 clusters Score -1.547501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 123112 members 
Entering Unmasked Estep 
Score: -15474997.000000 Penalty: 3811.305176
	Iteration 94Q: 3 clusters Score -1.5475e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 123119 members 
Entering Unmasked Estep 
Score: -15474993.000000 Penalty: 3811.305176
	Iteration 95Q: 3 clusters Score -1.547499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 123126 members 
Entering Unmasked Estep 
Score: -15475003.000000 Penalty: 3811.305176
	Iteration 96Q: 3 clusters Score -1.5475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 123130 members 
Entering Unmasked Estep 
Score: -15474997.000000 Penalty: 3811.305176
	Iteration 97Q: 3 clusters Score -1.5475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 123133 members 
Entering Unmasked Estep 
Score: -15475003.000000 Penalty: 3811.305176
	Iteration 98Q: 3 clusters Score -1.5475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 123137 members 
Entering Unmasked Estep 
Score: -15475000.000000 Penalty: 3811.305176
	Iteration 99Q: 3 clusters Score -1.5475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 123140 members 
Entering Unmasked Estep 
Score: -15474998.000000 Penalty: 3811.305176
	Iteration 100F: 3 clusters Score -1.5475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 123146 members 
Entering Unmasked Estep 
Score: -15474998.000000 Penalty: 3811.305176
	Iteration 101Q: 3 clusters Score -1.5475e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 123155 members 
Entering Unmasked Estep 
Score: -15474991.000000 Penalty: 3811.305176
	Iteration 102Q: 3 clusters Score -1.547499e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 123167 members 
Entering Unmasked Estep 
Score: -15474980.000000 Penalty: 3811.305176
	Iteration 103Q: 3 clusters Score -1.547498e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 123173 members 
Entering Unmasked Estep 
Score: -15474980.000000 Penalty: 3811.305176
	Iteration 104Q: 3 clusters Score -1.547498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 123180 members 
Entering Unmasked Estep 
Score: -15474969.000000 Penalty: 3811.305176
	Iteration 105Q: 3 clusters Score -1.547497e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 123185 members 
Entering Unmasked Estep 
Score: -15474975.000000 Penalty: 3811.305176
	Iteration 106Q: 3 clusters Score -1.547498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 123189 members 
Entering Unmasked Estep 
Score: -15474965.000000 Penalty: 3811.305176
	Iteration 107Q: 3 clusters Score -1.547496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 123192 members 
Entering Unmasked Estep 
Score: -15474962.000000 Penalty: 3811.305176
	Iteration 108Q: 3 clusters Score -1.547496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 123194 members 
Entering Unmasked Estep 
Score: -15474964.000000 Penalty: 3811.305176
	Iteration 109Q: 3 clusters Score -1.547496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 123198 members 
Entering Unmasked Estep 
Score: -15474961.000000 Penalty: 3811.305176
	Iteration 110Q: 3 clusters Score -1.547496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 123201 members 
Entering Unmasked Estep 
Score: -15474954.000000 Penalty: 3811.305176
	Iteration 111Q: 3 clusters Score -1.547495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 123204 members 
Entering Unmasked Estep 
Score: -15474951.000000 Penalty: 3811.305176
	Iteration 112Q: 3 clusters Score -1.547495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 123207 members 
Entering Unmasked Estep 
Score: -15474942.000000 Penalty: 3811.305176
	Iteration 113Q: 3 clusters Score -1.547494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 123207 members 
Entering Unmasked Estep 
Score: -15474942.000000 Penalty: 3811.305176
	Iteration 114F: 3 clusters Score -1.547494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Entering Unmasked Estep 
Score: -118453.218750 Penalty: 1139.907349
	Iteration 0F: 2 clusters Score -118453.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -117004.414062 Penalty: 2279.814697
	Iteration 0F: 3 clusters Score -117004.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -117506.390625 Penalty: 2279.814697
	Iteration 1F: 3 clusters Score -117506.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -117682.375000 Penalty: 2279.814697
	Iteration 2F: 3 clusters Score -117682.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -117818.179688 Penalty: 2279.814697
	Iteration 3F: 3 clusters Score -117818.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -117951.921875 Penalty: 2279.814697
	Iteration 4F: 3 clusters Score -117951.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -118033.242188 Penalty: 2279.814697
	Iteration 5Q: 3 clusters Score -118033.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -118062.062500 Penalty: 2279.814697
	Iteration 6Q: 3 clusters Score -118062.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -118076.726562 Penalty: 2279.814697
	Iteration 7Q: 3 clusters Score -118076.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -118094.617188 Penalty: 2279.814697
	Iteration 8Q: 3 clusters Score -118094.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -118103.507812 Penalty: 2279.814697
	Iteration 9Q: 3 clusters Score -118103.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -118116.062500 Penalty: 2279.814697
	Iteration 10Q: 3 clusters Score -118116.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -118121.445312 Penalty: 2279.814697
	Iteration 11Q: 3 clusters Score -118121.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -118124.734375 Penalty: 2279.814697
	Iteration 12Q: 3 clusters Score -118124.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -118131.695312 Penalty: 2279.814697
	Iteration 13Q: 3 clusters Score -118131.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -118136.359375 Penalty: 2279.814697
	Iteration 14Q: 3 clusters Score -118136.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -118139.945312 Penalty: 2279.814697
	Iteration 15Q: 3 clusters Score -118139.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -118146.703125 Penalty: 2279.814697
	Iteration 16Q: 3 clusters Score -118146.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -118148.289062 Penalty: 2279.814697
	Iteration 17Q: 3 clusters Score -118148.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -118148.289062 Penalty: 2279.814697
	Iteration 18F: 3 clusters Score -118148.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Entering Unmasked Estep 
Score: -167647.625000 Penalty: 1189.370361
	Iteration 0F: 2 clusters Score -167647.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -165896.750000 Penalty: 2378.740723
	Iteration 0F: 3 clusters Score -165896.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -166269.078125 Penalty: 2378.740723
	Iteration 1F: 3 clusters Score -166269.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -166383.812500 Penalty: 2378.740723
	Iteration 2F: 3 clusters Score -166383.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -166476.140625 Penalty: 2378.740723
	Iteration 3F: 3 clusters Score -166476.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -166538.203125 Penalty: 2378.740723
	Iteration 4Q: 3 clusters Score -166538.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -166578.093750 Penalty: 2378.740723
	Iteration 5Q: 3 clusters Score -166578.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -166601.859375 Penalty: 2378.740723
	Iteration 6Q: 3 clusters Score -166601.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -166620.046875 Penalty: 2378.740723
	Iteration 7Q: 3 clusters Score -166620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -166640.437500 Penalty: 2378.740723
	Iteration 8Q: 3 clusters Score -166640.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -166660.500000 Penalty: 2378.740723
	Iteration 9Q: 3 clusters Score -166660.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -166689.593750 Penalty: 2378.740723
	Iteration 10Q: 3 clusters Score -166689.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -166711.171875 Penalty: 2378.740723
	Iteration 11Q: 3 clusters Score -166711.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -166742.515625 Penalty: 2378.740723
	Iteration 12Q: 3 clusters Score -166742.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -166779.046875 Penalty: 2378.740723
	Iteration 13Q: 3 clusters Score -166779 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -166812.625000 Penalty: 2378.740723
	Iteration 14Q: 3 clusters Score -166812.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -166870.093750 Penalty: 2378.740723
	Iteration 15Q: 3 clusters Score -166870.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -166964.265625 Penalty: 2378.740723
	Iteration 16Q: 3 clusters Score -166964.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -167033.937500 Penalty: 2378.740723
	Iteration 17Q: 3 clusters Score -167033.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -167073.078125 Penalty: 2378.740723
	Iteration 18Q: 3 clusters Score -167073.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -167104.890625 Penalty: 2378.740723
	Iteration 19Q: 3 clusters Score -167104.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -167121.875000 Penalty: 2378.740723
	Iteration 20F: 3 clusters Score -167121.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -167139.328125 Penalty: 2378.740723
	Iteration 21Q: 3 clusters Score -167139.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -167163.406250 Penalty: 2378.740723
	Iteration 22Q: 3 clusters Score -167163.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -167181.453125 Penalty: 2378.740723
	Iteration 23Q: 3 clusters Score -167181.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -167189.031250 Penalty: 2378.740723
	Iteration 24Q: 3 clusters Score -167189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -167198.078125 Penalty: 2378.740723
	Iteration 25Q: 3 clusters Score -167198.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -167201.968750 Penalty: 2378.740723
	Iteration 26Q: 3 clusters Score -167202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -167206.421875 Penalty: 2378.740723
	Iteration 27Q: 3 clusters Score -167206.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -167213.343750 Penalty: 2378.740723
	Iteration 28Q: 3 clusters Score -167213.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -167219.421875 Penalty: 2378.740723
	Iteration 29Q: 3 clusters Score -167219.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -167225.687500 Penalty: 2378.740723
	Iteration 30Q: 3 clusters Score -167225.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -167231.281250 Penalty: 2378.740723
	Iteration 31Q: 3 clusters Score -167231.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -167235.687500 Penalty: 2378.740723
	Iteration 32Q: 3 clusters Score -167235.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -167237.609375 Penalty: 2378.740723
	Iteration 33Q: 3 clusters Score -167237.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -167242.375000 Penalty: 2378.740723
	Iteration 34Q: 3 clusters Score -167242.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -167245.312500 Penalty: 2378.740723
	Iteration 35Q: 3 clusters Score -167245.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -167249.078125 Penalty: 2378.740723
	Iteration 36Q: 3 clusters Score -167249.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -167252.078125 Penalty: 2378.740723
	Iteration 37Q: 3 clusters Score -167252.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -167255.703125 Penalty: 2378.740723
	Iteration 38Q: 3 clusters Score -167255.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -167262.890625 Penalty: 2378.740723
	Iteration 39Q: 3 clusters Score -167262.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -167268.421875 Penalty: 2378.740723
	Iteration 40F: 3 clusters Score -167268.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -167269.968750 Penalty: 2378.740723
	Iteration 41Q: 3 clusters Score -167270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -167270.531250 Penalty: 2378.740723
	Iteration 42Q: 3 clusters Score -167270.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -167270.531250 Penalty: 2378.740723
	Iteration 43F: 3 clusters Score -167270.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Entering Unmasked Estep 
Score: -622210.187500 Penalty: 1389.979126
	Iteration 0F: 2 clusters Score -622210.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -618134.625000 Penalty: 2779.958252
	Iteration 0F: 3 clusters Score -618134.6 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -619408.250000 Penalty: 2779.958252
	Iteration 1F: 3 clusters Score -619408.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -619668.500000 Penalty: 2779.958252
	Iteration 2F: 3 clusters Score -619668.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -619836.937500 Penalty: 2779.958252
	Iteration 3F: 3 clusters Score -619836.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -619958.000000 Penalty: 2779.958252
	Iteration 4Q: 3 clusters Score -619958 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -620076.750000 Penalty: 2779.958252
	Iteration 5Q: 3 clusters Score -620076.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -620223.937500 Penalty: 2779.958252
	Iteration 6Q: 3 clusters Score -620223.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -620379.062500 Penalty: 2779.958252
	Iteration 7Q: 3 clusters Score -620379.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -620543.000000 Penalty: 2779.958252
	Iteration 8Q: 3 clusters Score -620543 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -620708.937500 Penalty: 2779.958252
	Iteration 9Q: 3 clusters Score -620708.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -620866.000000 Penalty: 2779.958252
	Iteration 10Q: 3 clusters Score -620866 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -621043.312500 Penalty: 2779.958252
	Iteration 11Q: 3 clusters Score -621043.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -621206.062500 Penalty: 2779.958252
	Iteration 12Q: 3 clusters Score -621206.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -621300.500000 Penalty: 2779.958252
	Iteration 13Q: 3 clusters Score -621300.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -621371.750000 Penalty: 2779.958252
	Iteration 14Q: 3 clusters Score -621371.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -621418.500000 Penalty: 2779.958252
	Iteration 15Q: 3 clusters Score -621418.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -621448.187500 Penalty: 2779.958252
	Iteration 16Q: 3 clusters Score -621448.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -621482.937500 Penalty: 2779.958252
	Iteration 17Q: 3 clusters Score -621482.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -621506.562500 Penalty: 2779.958252
	Iteration 18Q: 3 clusters Score -621506.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -621515.625000 Penalty: 2779.958252
	Iteration 19Q: 3 clusters Score -621515.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -621521.812500 Penalty: 2779.958252
	Iteration 20F: 3 clusters Score -621521.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -621529.187500 Penalty: 2779.958252
	Iteration 21Q: 3 clusters Score -621529.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -621534.937500 Penalty: 2779.958252
	Iteration 22Q: 3 clusters Score -621534.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -621542.625000 Penalty: 2779.958252
	Iteration 23Q: 3 clusters Score -621542.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -621546.812500 Penalty: 2779.958252
	Iteration 24Q: 3 clusters Score -621546.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -621548.187500 Penalty: 2779.958252
	Iteration 25Q: 3 clusters Score -621548.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -621550.062500 Penalty: 2779.958252
	Iteration 26Q: 3 clusters Score -621550.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -621550.750000 Penalty: 2779.958252
	Iteration 27Q: 3 clusters Score -621550.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -621551.875000 Penalty: 2779.958252
	Iteration 28Q: 3 clusters Score -621551.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -621554.187500 Penalty: 2779.958252
	Iteration 29Q: 3 clusters Score -621554.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -621555.750000 Penalty: 2779.958252
	Iteration 30Q: 3 clusters Score -621555.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -621556.750000 Penalty: 2779.958252
	Iteration 31Q: 3 clusters Score -621556.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -621556.750000 Penalty: 2779.958252
	Iteration 32F: 3 clusters Score -621556.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Entering Unmasked Estep 
Score: -1205010.125000 Penalty: 1492.082153
	Iteration 0F: 2 clusters Score -1205010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1198001.625000 Penalty: 2984.164307
	Iteration 0F: 3 clusters Score -1198002 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1200236.125000 Penalty: 2984.164307
	Iteration 1F: 3 clusters Score -1200236 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1200466.000000 Penalty: 2984.164307
	Iteration 2F: 3 clusters Score -1200466 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1200680.250000 Penalty: 2984.164307
	Iteration 3Q: 3 clusters Score -1200680 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1200902.250000 Penalty: 2984.164307
	Iteration 4Q: 3 clusters Score -1200902 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1201124.875000 Penalty: 2984.164307
	Iteration 5Q: 3 clusters Score -1201125 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1201321.875000 Penalty: 2984.164307
	Iteration 6Q: 3 clusters Score -1201322 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1201544.000000 Penalty: 2984.164307
	Iteration 7Q: 3 clusters Score -1201544 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1201750.000000 Penalty: 2984.164307
	Iteration 8Q: 3 clusters Score -1201750 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1201949.500000 Penalty: 2984.164307
	Iteration 9Q: 3 clusters Score -1201950 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1202142.000000 Penalty: 2984.164307
	Iteration 10Q: 3 clusters Score -1202142 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1202327.000000 Penalty: 2984.164307
	Iteration 11Q: 3 clusters Score -1202327 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1202476.250000 Penalty: 2984.164307
	Iteration 12Q: 3 clusters Score -1202476 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1202632.000000 Penalty: 2984.164307
	Iteration 13Q: 3 clusters Score -1202632 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1202759.125000 Penalty: 2984.164307
	Iteration 14Q: 3 clusters Score -1202759 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1202873.250000 Penalty: 2984.164307
	Iteration 15Q: 3 clusters Score -1202873 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1202944.875000 Penalty: 2984.164307
	Iteration 16Q: 3 clusters Score -1202945 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1203019.750000 Penalty: 2984.164307
	Iteration 17Q: 3 clusters Score -1203020 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1203074.875000 Penalty: 2984.164307
	Iteration 18Q: 3 clusters Score -1203075 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1203128.250000 Penalty: 2984.164307
	Iteration 19Q: 3 clusters Score -1203128 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1203169.750000 Penalty: 2984.164307
	Iteration 20F: 3 clusters Score -1203170 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1203212.125000 Penalty: 2984.164307
	Iteration 21Q: 3 clusters Score -1203212 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1203246.125000 Penalty: 2984.164307
	Iteration 22Q: 3 clusters Score -1203246 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1203279.250000 Penalty: 2984.164307
	Iteration 23Q: 3 clusters Score -1203279 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1203310.125000 Penalty: 2984.164307
	Iteration 24Q: 3 clusters Score -1203310 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1203344.500000 Penalty: 2984.164307
	Iteration 25Q: 3 clusters Score -1203344 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1203368.875000 Penalty: 2984.164307
	Iteration 26Q: 3 clusters Score -1203369 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1203393.375000 Penalty: 2984.164307
	Iteration 27Q: 3 clusters Score -1203393 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1203414.875000 Penalty: 2984.164307
	Iteration 28Q: 3 clusters Score -1203415 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1203433.250000 Penalty: 2984.164307
	Iteration 29Q: 3 clusters Score -1203433 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1203446.750000 Penalty: 2984.164307
	Iteration 30Q: 3 clusters Score -1203447 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1203455.625000 Penalty: 2984.164307
	Iteration 31Q: 3 clusters Score -1203456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1203459.250000 Penalty: 2984.164307
	Iteration 32Q: 3 clusters Score -1203459 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1203469.000000 Penalty: 2984.164307
	Iteration 33Q: 3 clusters Score -1203469 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1203472.750000 Penalty: 2984.164307
	Iteration 34Q: 3 clusters Score -1203473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1203478.125000 Penalty: 2984.164307
	Iteration 35Q: 3 clusters Score -1203478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1203490.500000 Penalty: 2984.164307
	Iteration 36Q: 3 clusters Score -1203490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1203500.375000 Penalty: 2984.164307
	Iteration 37Q: 3 clusters Score -1203500 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1203518.375000 Penalty: 2984.164307
	Iteration 38Q: 3 clusters Score -1203518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1203522.125000 Penalty: 2984.164307
	Iteration 39Q: 3 clusters Score -1203522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1203529.000000 Penalty: 2984.164307
	Iteration 40F: 3 clusters Score -1203529 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1203540.625000 Penalty: 2984.164307
	Iteration 41Q: 3 clusters Score -1203541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1203542.250000 Penalty: 2984.164307
	Iteration 42Q: 3 clusters Score -1203542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1203544.500000 Penalty: 2984.164307
	Iteration 43Q: 3 clusters Score -1203544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1203545.500000 Penalty: 2984.164307
	Iteration 44Q: 3 clusters Score -1203546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1203548.875000 Penalty: 2984.164307
	Iteration 45Q: 3 clusters Score -1203549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1203549.375000 Penalty: 2984.164307
	Iteration 46Q: 3 clusters Score -1203549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1203550.000000 Penalty: 2984.164307
	Iteration 47Q: 3 clusters Score -1203550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1203553.125000 Penalty: 2984.164307
	Iteration 48Q: 3 clusters Score -1203553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1203552.625000 Penalty: 2984.164307
	Iteration 49Q: 3 clusters Score -1203553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1203554.250000 Penalty: 2984.164307
	Iteration 50Q: 3 clusters Score -1203554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1203556.875000 Penalty: 2984.164307
	Iteration 51Q: 3 clusters Score -1203557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1203559.625000 Penalty: 2984.164307
	Iteration 52Q: 3 clusters Score -1203560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1203565.625000 Penalty: 2984.164307
	Iteration 53Q: 3 clusters Score -1203566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1203567.500000 Penalty: 2984.164307
	Iteration 54Q: 3 clusters Score -1203568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1203574.125000 Penalty: 2984.164307
	Iteration 55Q: 3 clusters Score -1203574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1203577.250000 Penalty: 2984.164307
	Iteration 56Q: 3 clusters Score -1203577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1203582.250000 Penalty: 2984.164307
	Iteration 57Q: 3 clusters Score -1203582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1203584.375000 Penalty: 2984.164307
	Iteration 58Q: 3 clusters Score -1203584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1203589.875000 Penalty: 2984.164307
	Iteration 59Q: 3 clusters Score -1203590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1203590.375000 Penalty: 2984.164307
	Iteration 60F: 3 clusters Score -1203590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1203596.000000 Penalty: 2984.164307
	Iteration 61Q: 3 clusters Score -1203596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1203598.000000 Penalty: 2984.164307
	Iteration 62Q: 3 clusters Score -1203598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1203599.375000 Penalty: 2984.164307
	Iteration 63Q: 3 clusters Score -1203599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1203602.625000 Penalty: 2984.164307
	Iteration 64Q: 3 clusters Score -1203603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1203605.250000 Penalty: 2984.164307
	Iteration 65Q: 3 clusters Score -1203605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1203612.125000 Penalty: 2984.164307
	Iteration 66Q: 3 clusters Score -1203612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1203616.125000 Penalty: 2984.164307
	Iteration 67Q: 3 clusters Score -1203616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1203616.375000 Penalty: 2984.164307
	Iteration 68Q: 3 clusters Score -1203616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1203619.750000 Penalty: 2984.164307
	Iteration 69Q: 3 clusters Score -1203620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1203619.250000 Penalty: 2984.164307
	Iteration 70Q: 3 clusters Score -1203619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1203620.375000 Penalty: 2984.164307
	Iteration 71Q: 3 clusters Score -1203620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1203620.375000 Penalty: 2984.164307
	Iteration 72F: 3 clusters Score -1203620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (73917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73917 members 
Entering Unmasked Estep 
Score: -9289268.000000 Penalty: 1821.738403
	Iteration 0F: 2 clusters Score -9289268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -9240020.000000 Penalty: 3643.476807
	Iteration 0F: 3 clusters Score -9240020 nChanged 35017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -9260395.000000 Penalty: 3643.476807
	Iteration 1F: 3 clusters Score -9260395 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -9261427.000000 Penalty: 3643.476807
	Iteration 2Q: 3 clusters Score -9261427 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -9262961.000000 Penalty: 3643.476807
	Iteration 3Q: 3 clusters Score -9262961 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -9265140.000000 Penalty: 3643.476807
	Iteration 4F: 3 clusters Score -9265140 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -9268257.000000 Penalty: 3643.476807
	Iteration 5F: 3 clusters Score -9268257 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -9271721.000000 Penalty: 3643.476807
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -9274915 nChanged 4039
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -9277032 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -9278041 nChanged 1672
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -9278434 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -9278617 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9278795 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9278975 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9279088 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9279212 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9279371 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9279567 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9279687 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9279839 nChanged 932
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9280095 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9280303 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9280607 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 45267 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9280928 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9281336 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9281773 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 48678 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9282247 nChanged 1231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 49877 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9282669 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9283157 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 52363 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9283620 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 53588 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9284070 nChanged 1168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 54742 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9284449 nChanged 1135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 55877 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9284821 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 56934 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9285091 nChanged 961
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 57895 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9285360 nChanged 941
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 58836 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9285570 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 59775 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9285762 nChanged 861
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 60636 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9285995 nChanged 819
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 61455 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9286163 nChanged 765
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 62220 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9286372 nChanged 716
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 62936 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9286559 nChanged 772
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 63708 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9286732 nChanged 749
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 64457 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9286911 nChanged 672
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 65129 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9287104 nChanged 630
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 65759 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9287200 nChanged 570
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 66329 members 
Entering Unmasked Estep 
Score: -9287309.000000 Penalty: 3643.476807
	Iteration 45Q: 3 clusters Score -9287309 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 66825 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9287375 nChanged 460
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 67285 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 67727 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9287595 nChanged 405
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 68132 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9287685 nChanged 397
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Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 68529 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9287797 nChanged 338
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 68867 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9287894 nChanged 301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 69168 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9287923 nChanged 280
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 69448 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9287941 nChanged 251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 69699 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9288003 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 69928 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9288053 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 70121 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9288074 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 70305 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9288107 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3446 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9288109 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3305 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9288144 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 70750 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9288153 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3049 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9288169 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 70965 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9288191 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 71054 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9288187 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 71152 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9288193 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 71261 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9288197 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 71354 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9288217 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 71421 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9288216 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 71477 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9288215 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 71523 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9288208 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2362 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9288209 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 71576 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9288245 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 71595 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9288243 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2301 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9288252 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2278 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9288247 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 71661 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9288250 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2234 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9288255 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2212 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9288238 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 71721 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9288240 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2179 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9288237 nChanged 7
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Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 71745 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9288244 nChanged 12
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Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 71757 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9288247 nChanged 13
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Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 71770 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9288237 nChanged 10
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Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 71780 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9288245 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 71791 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9288243 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2112 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9288240 nChanged 9
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Mstep: Class 1 contains 2105 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9288234 nChanged 8
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Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 71818 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9288239 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2092 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9288227 nChanged 9
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9288223 nChanged 6
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Mstep: Class 1 contains 2079 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9288222 nChanged 6
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Mstep: Class 1 contains 2073 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9288227 nChanged 9
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Mstep: Class 1 contains 2064 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9288225 nChanged 7
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Mstep: Class 1 contains 2057 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9288228 nChanged 4
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9288232 nChanged 5
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9288239 nChanged 4
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9288228 nChanged 4
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9288231 nChanged 4
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9288229 nChanged 5
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Entering Unmasked Estep 
Score: -9288227.000000 Penalty: 3643.476807
	Iteration 99Q: 3 clusters Score -9288227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 71892 members 
Entering Unmasked Estep 
Score: -9288231.000000 Penalty: 3643.476807
	Iteration 100F: 3 clusters Score -9288231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 71896 members 
Entering Unmasked Estep 
Score: -9288231.000000 Penalty: 3643.476807
	Iteration 101Q: 3 clusters Score -9288231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 71901 members 
Entering Unmasked Estep 
Score: -9288224.000000 Penalty: 3643.476807
	Iteration 102Q: 3 clusters Score -9288224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 71906 members 
Entering Unmasked Estep 
Score: -9288219.000000 Penalty: 3643.476807
	Iteration 103Q: 3 clusters Score -9288219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 71911 members 
Entering Unmasked Estep 
Score: -9288203.000000 Penalty: 3643.476807
	Iteration 104Q: 3 clusters Score -9288203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 71918 members 
Entering Unmasked Estep 
Score: -9288212.000000 Penalty: 3643.476807
	Iteration 105Q: 3 clusters Score -9288212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 71927 members 
Entering Unmasked Estep 
Score: -9288213.000000 Penalty: 3643.476807
	Iteration 106Q: 3 clusters Score -9288213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 71934 members 
Entering Unmasked Estep 
Score: -9288212.000000 Penalty: 3643.476807
	Iteration 107Q: 3 clusters Score -9288212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 71943 members 
Entering Unmasked Estep 
Score: -9288211.000000 Penalty: 3643.476807
	Iteration 108Q: 3 clusters Score -9288211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 71951 members 
Entering Unmasked Estep 
Score: -9288209.000000 Penalty: 3643.476807
	Iteration 109Q: 3 clusters Score -9288209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 71964 members 
Entering Unmasked Estep 
Score: -9288203.000000 Penalty: 3643.476807
	Iteration 110Q: 3 clusters Score -9288203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 71974 members 
Entering Unmasked Estep 
Score: -9288199.000000 Penalty: 3643.476807
	Iteration 111Q: 3 clusters Score -9288199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 71978 members 
Entering Unmasked Estep 
Score: -9288203.000000 Penalty: 3643.476807
	Iteration 112Q: 3 clusters Score -9288203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 71984 members 
Entering Unmasked Estep 
Score: -9288197.000000 Penalty: 3643.476807
	Iteration 113Q: 3 clusters Score -9288197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 71992 members 
Entering Unmasked Estep 
Score: -9288196.000000 Penalty: 3643.476807
	Iteration 114Q: 3 clusters Score -9288196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 71996 members 
Entering Unmasked Estep 
Score: -9288196.000000 Penalty: 3643.476807
	Iteration 115Q: 3 clusters Score -9288196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 71999 members 
Entering Unmasked Estep 
Score: -9288202.000000 Penalty: 3643.476807
	Iteration 116Q: 3 clusters Score -9288202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 72005 members 
Entering Unmasked Estep 
Score: -9288197.000000 Penalty: 3643.476807
	Iteration 117Q: 3 clusters Score -9288197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 72010 members 
Entering Unmasked Estep 
Score: -9288194.000000 Penalty: 3643.476807
	Iteration 118Q: 3 clusters Score -9288194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 72010 members 
Entering Unmasked Estep 
Score: -9288194.000000 Penalty: 3643.476807
	Iteration 119F: 3 clusters Score -9288194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -307606.875000 Penalty: 1272.702271
	Iteration 0F: 2 clusters Score -307606.9 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 1226 members 
Entering Unmasked Estep 
Score: -305172.375000 Penalty: 2545.404541
	Iteration 0F: 3 clusters Score -305172.4 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -305691.750000 Penalty: 2545.404541
	Iteration 1F: 3 clusters Score -305691.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -305820.593750 Penalty: 2545.404541
	Iteration 2F: 3 clusters Score -305820.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -305906.500000 Penalty: 2545.404541
	Iteration 3F: 3 clusters Score -305906.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -305958.312500 Penalty: 2545.404541
	Iteration 4Q: 3 clusters Score -305958.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -306001.937500 Penalty: 2545.404541
	Iteration 5Q: 3 clusters Score -306001.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -306037.656250 Penalty: 2545.404541
	Iteration 6Q: 3 clusters Score -306037.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -306087.968750 Penalty: 2545.404541
	Iteration 7Q: 3 clusters Score -306088 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -306124.125000 Penalty: 2545.404541
	Iteration 8Q: 3 clusters Score -306124.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -306153.093750 Penalty: 2545.404541
	Iteration 9Q: 3 clusters Score -306153.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -306182.218750 Penalty: 2545.404541
	Iteration 10Q: 3 clusters Score -306182.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -306205.281250 Penalty: 2545.404541
	Iteration 11Q: 3 clusters Score -306205.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -306223.687500 Penalty: 2545.404541
	Iteration 12Q: 3 clusters Score -306223.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -306243.468750 Penalty: 2545.404541
	Iteration 13Q: 3 clusters Score -306243.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -306260.312500 Penalty: 2545.404541
	Iteration 14Q: 3 clusters Score -306260.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -306273.656250 Penalty: 2545.404541
	Iteration 15Q: 3 clusters Score -306273.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -306285.406250 Penalty: 2545.404541
	Iteration 16Q: 3 clusters Score -306285.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -306296.406250 Penalty: 2545.404541
	Iteration 17Q: 3 clusters Score -306296.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -306303.000000 Penalty: 2545.404541
	Iteration 18Q: 3 clusters Score -306303 nChanged 13
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: -306310.937500 Penalty: 2545.404541
	Iteration 19Q: 3 clusters Score -306310.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -306319.000000 Penalty: 2545.404541
	Iteration 20F: 3 clusters Score -306319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -306324.656250 Penalty: 2545.404541
	Iteration 21Q: 3 clusters Score -306324.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -306327.843750 Penalty: 2545.404541
	Iteration 22Q: 3 clusters Score -306327.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -306329.937500 Penalty: 2545.404541
	Iteration 23Q: 3 clusters Score -306329.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -306332.062500 Penalty: 2545.404541
	Iteration 24Q: 3 clusters Score -306332.1 nChanged 4
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: -306333.812500 Penalty: 2545.404541
	Iteration 25Q: 3 clusters Score -306333.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -306334.468750 Penalty: 2545.404541
	Iteration 26Q: 3 clusters Score -306334.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -306334.468750 Penalty: 2545.404541
	Iteration 27F: 3 clusters Score -306334.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (105467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105467 members 
Entering Unmasked Estep 
Score: -13193915.000000 Penalty: 1879.500000
	Iteration 0F: 2 clusters Score -1.319392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -13126170.000000 Penalty: 3759.000000
	Iteration 0F: 3 clusters Score -1.312617e+07 nChanged 50477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 56426 members 
Entering Unmasked Estep 
Score: -13156430.000000 Penalty: 3759.000000
	Iteration 1F: 3 clusters Score -1.315643e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 58769 members 
Entering Unmasked Estep 
Score: -13157760.000000 Penalty: 3759.000000
	Iteration 2Q: 3 clusters Score -1.315776e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 62193 members 
Entering Unmasked Estep 
Score: -13159741.000000 Penalty: 3759.000000
	Iteration 3Q: 3 clusters Score -1.315974e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 66950 members 
Entering Unmasked Estep 
Score: -13162792.000000 Penalty: 3759.000000
	Iteration 4F: 3 clusters Score -1.316279e+07 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 73253 members 
Entering Unmasked Estep 
Score: -13167433.000000 Penalty: 3759.000000
	Iteration 5F: 3 clusters Score -1.316743e+07 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 80632 members 
Entering Unmasked Estep 
Score: -13173513.000000 Penalty: 3759.000000
	Iteration 6F: 3 clusters Score -1.317351e+07 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 87847 members 
Entering Unmasked Estep 
Score: -13179958.000000 Penalty: 3759.000000
	Iteration 7F: 3 clusters Score -1.317996e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 93672 members 
Entering Unmasked Estep 
Score: -13185506.000000 Penalty: 3759.000000
	Iteration 8F: 3 clusters Score -1.318551e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 98085 members 
Entering Unmasked Estep 
Score: -13189313.000000 Penalty: 3759.000000
	Iteration 9Q: 3 clusters Score -1.318931e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 101281 members 
Entering Unmasked Estep 
Score: -13191350.000000 Penalty: 3759.000000
	Iteration 10Q: 3 clusters Score -1.319135e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 103245 members 
Entering Unmasked Estep 
Score: -13192219.000000 Penalty: 3759.000000
	Iteration 11Q: 3 clusters Score -1.319222e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 104304 members 
Entering Unmasked Estep 
Score: -13192448.000000 Penalty: 3759.000000
	Iteration 12Q: 3 clusters Score -1.319245e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 104811 members 
Entering Unmasked Estep 
Score: -13192435.000000 Penalty: 3759.000000
	Iteration 13Q: 3 clusters Score -1.319244e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 105004 members 
Entering Unmasked Estep 
Score: -13192419.000000 Penalty: 3759.000000
	Iteration 14Q: 3 clusters Score -1.319242e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 105093 members 
Entering Unmasked Estep 
Score: -13192426.000000 Penalty: 3759.000000
	Iteration 15Q: 3 clusters Score -1.319243e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 105141 members 
Entering Unmasked Estep 
Score: -13192467.000000 Penalty: 3759.000000
	Iteration 16Q: 3 clusters Score -1.319247e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 105167 members 
Entering Unmasked Estep 
Score: -13192470.000000 Penalty: 3759.000000
	Iteration 17Q: 3 clusters Score -1.319247e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 105186 members 
Entering Unmasked Estep 
Score: -13192469.000000 Penalty: 3759.000000
	Iteration 18Q: 3 clusters Score -1.319247e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 105195 members 
Entering Unmasked Estep 
Score: -13192474.000000 Penalty: 3759.000000
	Iteration 19Q: 3 clusters Score -1.319247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 105202 members 
Entering Unmasked Estep 
Score: -13192462.000000 Penalty: 3759.000000
	Iteration 20F: 3 clusters Score -1.319246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 105207 members 
Entering Unmasked Estep 
Score: -13192468.000000 Penalty: 3759.000000
	Iteration 21Q: 3 clusters Score -1.319247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 105209 members 
Entering Unmasked Estep 
Score: -13192470.000000 Penalty: 3759.000000
	Iteration 22Q: 3 clusters Score -1.319247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 105213 members 
Entering Unmasked Estep 
Score: -13192468.000000 Penalty: 3759.000000
	Iteration 23Q: 3 clusters Score -1.319247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 105215 members 
Entering Unmasked Estep 
Score: -13192463.000000 Penalty: 3759.000000
	Iteration 24Q: 3 clusters Score -1.319246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 105216 members 
Entering Unmasked Estep 
Score: -13192463.000000 Penalty: 3759.000000
	Iteration 25Q: 3 clusters Score -1.319246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 105216 members 
Entering Unmasked Estep 
Score: -13192463.000000 Penalty: 3759.000000
	Iteration 26F: 3 clusters Score -1.319246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (99326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99326 members 
Entering Unmasked Estep 
Score: -12534692.000000 Penalty: 1869.751465
	Iteration 0F: 2 clusters Score -1.253469e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49532 members 
Mstep: Class 2 contains 49794 members 
Entering Unmasked Estep 
Score: -12469489.000000 Penalty: 3739.502930
	Iteration 0F: 3 clusters Score -1.246949e+07 nChanged 47517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 53139 members 
Entering Unmasked Estep 
Score: -12497368.000000 Penalty: 3739.502930
	Iteration 1F: 3 clusters Score -1.249737e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 55141 members 
Entering Unmasked Estep 
Score: -12498551.000000 Penalty: 3739.502930
	Iteration 2Q: 3 clusters Score -1.249855e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 58033 members 
Entering Unmasked Estep 
Score: -12500357.000000 Penalty: 3739.502930
	Iteration 3Q: 3 clusters Score -1.250036e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 62060 members 
Entering Unmasked Estep 
Score: -12503090.000000 Penalty: 3739.502930
	Iteration 4F: 3 clusters Score -1.250309e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 67235 members 
Entering Unmasked Estep 
Score: -12507180.000000 Penalty: 3739.502930
	Iteration 5F: 3 clusters Score -1.250718e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 72989 members 
Entering Unmasked Estep 
Score: -12512137.000000 Penalty: 3739.502930
	Iteration 6F: 3 clusters Score -1.251214e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 78627 members 
Entering Unmasked Estep 
Score: -12517472.000000 Penalty: 3739.502930
	Iteration 7F: 3 clusters Score -1.251747e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 83407 members 
Entering Unmasked Estep 
Score: -12521983.000000 Penalty: 3739.502930
	Iteration 8F: 3 clusters Score -1.252198e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 86921 members 
Entering Unmasked Estep 
Score: -12525069.000000 Penalty: 3739.502930
	Iteration 9Q: 3 clusters Score -1.252507e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 89377 members 
Entering Unmasked Estep 
Score: -12527076.000000 Penalty: 3739.502930
	Iteration 10Q: 3 clusters Score -1.252708e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 91271 members 
Entering Unmasked Estep 
Score: -12528803.000000 Penalty: 3739.502930
	Iteration 11Q: 3 clusters Score -1.25288e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 92898 members 
Entering Unmasked Estep 
Score: -12529967.000000 Penalty: 3739.502930
	Iteration 12Q: 3 clusters Score -1.252997e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 94288 members 
Entering Unmasked Estep 
Score: -12530958.000000 Penalty: 3739.502930
	Iteration 13Q: 3 clusters Score -1.253096e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 95579 members 
Entering Unmasked Estep 
Score: -12531737.000000 Penalty: 3739.502930
	Iteration 14Q: 3 clusters Score -1.253174e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 96649 members 
Entering Unmasked Estep 
Score: -12532297.000000 Penalty: 3739.502930
	Iteration 15Q: 3 clusters Score -1.25323e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 97485 members 
Entering Unmasked Estep 
Score: -12532583.000000 Penalty: 3739.502930
	Iteration 16Q: 3 clusters Score -1.253258e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 98046 members 
Entering Unmasked Estep 
Score: -12532769.000000 Penalty: 3739.502930
	Iteration 17Q: 3 clusters Score -1.253277e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 98417 members 
Entering Unmasked Estep 
Score: -12532907.000000 Penalty: 3739.502930
	Iteration 18Q: 3 clusters Score -1.253291e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 98640 members 
Entering Unmasked Estep 
Score: -12533003.000000 Penalty: 3739.502930
	Iteration 19Q: 3 clusters Score -1.2533e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 98774 members 
Entering Unmasked Estep 
Score: -12533084.000000 Penalty: 3739.502930
	Iteration 20F: 3 clusters Score -1.253308e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 98843 members 
Entering Unmasked Estep 
Score: -12533131.000000 Penalty: 3739.502930
	Iteration 21Q: 3 clusters Score -1.253313e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 98885 members 
Entering Unmasked Estep 
Score: -12533134.000000 Penalty: 3739.502930
	Iteration 22Q: 3 clusters Score -1.253313e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 98906 members 
Entering Unmasked Estep 
Score: -12533150.000000 Penalty: 3739.502930
	Iteration 23Q: 3 clusters Score -1.253315e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 98913 members 
Entering Unmasked Estep 
Score: -12533150.000000 Penalty: 3739.502930
	Iteration 24Q: 3 clusters Score -1.253315e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 98926 members 
Entering Unmasked Estep 
Score: -12533144.000000 Penalty: 3739.502930
	Iteration 25Q: 3 clusters Score -1.253314e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 98937 members 
Entering Unmasked Estep 
Score: -12533155.000000 Penalty: 3739.502930
	Iteration 26Q: 3 clusters Score -1.253316e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 98950 members 
Entering Unmasked Estep 
Score: -12533160.000000 Penalty: 3739.502930
	Iteration 27Q: 3 clusters Score -1.253316e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 98963 members 
Entering Unmasked Estep 
Score: -12533160.000000 Penalty: 3739.502930
	Iteration 28Q: 3 clusters Score -1.253316e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 98975 members 
Entering Unmasked Estep 
Score: -12533191.000000 Penalty: 3739.502930
	Iteration 29Q: 3 clusters Score -1.253319e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 98986 members 
Entering Unmasked Estep 
Score: -12533186.000000 Penalty: 3739.502930
	Iteration 30Q: 3 clusters Score -1.253319e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 98997 members 
Entering Unmasked Estep 
Score: -12533201.000000 Penalty: 3739.502930
	Iteration 31Q: 3 clusters Score -1.25332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 99006 members 
Entering Unmasked Estep 
Score: -12533196.000000 Penalty: 3739.502930
	Iteration 32Q: 3 clusters Score -1.25332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 99011 members 
Entering Unmasked Estep 
Score: -12533219.000000 Penalty: 3739.502930
	Iteration 33Q: 3 clusters Score -1.253322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 99011 members 
Entering Unmasked Estep 
Score: -12533219.000000 Penalty: 3739.502930
	Iteration 34F: 3 clusters Score -1.253322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (96820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96820 members 
Entering Unmasked Estep 
Score: -12262627.000000 Penalty: 1865.598999
	Iteration 0F: 2 clusters Score -1.226263e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48255 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -12199417.000000 Penalty: 3731.197998
	Iteration 0F: 3 clusters Score -1.219942e+07 nChanged 46434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 51755 members 
Entering Unmasked Estep 
Score: -12226641.000000 Penalty: 3731.197998
	Iteration 1F: 3 clusters Score -1.222664e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 53676 members 
Entering Unmasked Estep 
Score: -12227575.000000 Penalty: 3731.197998
	Iteration 2Q: 3 clusters Score -1.222758e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 56464 members 
Entering Unmasked Estep 
Score: -12228948.000000 Penalty: 3731.197998
	Iteration 3Q: 3 clusters Score -1.222895e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 60415 members 
Entering Unmasked Estep 
Score: -12231248.000000 Penalty: 3731.197998
	Iteration 4Q: 3 clusters Score -1.223125e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 65767 members 
Entering Unmasked Estep 
Score: -12234861.000000 Penalty: 3731.197998
	Iteration 5F: 3 clusters Score -1.223486e+07 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 72480 members 
Entering Unmasked Estep 
Score: -12239912.000000 Penalty: 3731.197998
	Iteration 6F: 3 clusters Score -1.223991e+07 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 79802 members 
Entering Unmasked Estep 
Score: -12246379.000000 Penalty: 3731.197998
	Iteration 7F: 3 clusters Score -1.224638e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 86529 members 
Entering Unmasked Estep 
Score: -12252745.000000 Penalty: 3731.197998
	Iteration 8F: 3 clusters Score -1.225274e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 91156 members 
Entering Unmasked Estep 
Score: -12257025.000000 Penalty: 3731.197998
	Iteration 9Q: 3 clusters Score -1.225702e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 93817 members 
Entering Unmasked Estep 
Score: -12259267.000000 Penalty: 3731.197998
	Iteration 10Q: 3 clusters Score -1.225927e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 95194 members 
Entering Unmasked Estep 
Score: -12260313.000000 Penalty: 3731.197998
	Iteration 11Q: 3 clusters Score -1.226031e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 95848 members 
Entering Unmasked Estep 
Score: -12260691.000000 Penalty: 3731.197998
	Iteration 12Q: 3 clusters Score -1.226069e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 96116 members 
Entering Unmasked Estep 
Score: -12260856.000000 Penalty: 3731.197998
	Iteration 13Q: 3 clusters Score -1.226086e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 96224 members 
Entering Unmasked Estep 
Score: -12260960.000000 Penalty: 3731.197998
	Iteration 14Q: 3 clusters Score -1.226096e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 96288 members 
Entering Unmasked Estep 
Score: -12261036.000000 Penalty: 3731.197998
	Iteration 15Q: 3 clusters Score -1.226104e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 96330 members 
Entering Unmasked Estep 
Score: -12261103.000000 Penalty: 3731.197998
	Iteration 16Q: 3 clusters Score -1.22611e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 96349 members 
Entering Unmasked Estep 
Score: -12261128.000000 Penalty: 3731.197998
	Iteration 17Q: 3 clusters Score -1.226113e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 96361 members 
Entering Unmasked Estep 
Score: -12261168.000000 Penalty: 3731.197998
	Iteration 18Q: 3 clusters Score -1.226117e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 96369 members 
Entering Unmasked Estep 
Score: -12261181.000000 Penalty: 3731.197998
	Iteration 19Q: 3 clusters Score -1.226118e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 96379 members 
Entering Unmasked Estep 
Score: -12261198.000000 Penalty: 3731.197998
	Iteration 20F: 3 clusters Score -1.22612e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 96388 members 
Entering Unmasked Estep 
Score: -12261212.000000 Penalty: 3731.197998
	Iteration 21Q: 3 clusters Score -1.226121e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 96390 members 
Entering Unmasked Estep 
Score: -12261213.000000 Penalty: 3731.197998
	Iteration 22Q: 3 clusters Score -1.226121e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 96392 members 
Entering Unmasked Estep 
Score: -12261225.000000 Penalty: 3731.197998
	Iteration 23Q: 3 clusters Score -1.226122e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 96397 members 
Entering Unmasked Estep 
Score: -12261222.000000 Penalty: 3731.197998
	Iteration 24Q: 3 clusters Score -1.226122e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 96404 members 
Entering Unmasked Estep 
Score: -12261239.000000 Penalty: 3731.197998
	Iteration 25Q: 3 clusters Score -1.226124e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 96405 members 
Entering Unmasked Estep 
Score: -12261253.000000 Penalty: 3731.197998
	Iteration 26Q: 3 clusters Score -1.226125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 96405 members 
Entering Unmasked Estep 
Score: -12261249.000000 Penalty: 3731.197998
	Iteration 27Q: 3 clusters Score -1.226125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 96403 members 
Entering Unmasked Estep 
Score: -12261249.000000 Penalty: 3731.197998
	Iteration 28Q: 3 clusters Score -1.226125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 96404 members 
Entering Unmasked Estep 
Score: -12261241.000000 Penalty: 3731.197998
	Iteration 29Q: 3 clusters Score -1.226124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 96404 members 
Entering Unmasked Estep 
Score: -12261247.000000 Penalty: 3731.197998
	Iteration 30Q: 3 clusters Score -1.226125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 96404 members 
Entering Unmasked Estep 
Score: -12261247.000000 Penalty: 3731.197998
	Iteration 31F: 3 clusters Score -1.226125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -113240.132812 Penalty: 1140.781006
	Iteration 0F: 2 clusters Score -113240.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -111808.390625 Penalty: 2281.562012
	Iteration 0F: 3 clusters Score -111808.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -112507.992188 Penalty: 2281.562012
	Iteration 1F: 3 clusters Score -112508 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -113034.710938 Penalty: 2281.562012
	Iteration 2F: 3 clusters Score -113034.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -113420.960938 Penalty: 2281.562012
	Iteration 3F: 3 clusters Score -113421 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -113604.796875 Penalty: 2281.562012
	Iteration 4F: 3 clusters Score -113604.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -113652.867188 Penalty: 2281.562012
	Iteration 5Q: 3 clusters Score -113652.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -113698.304688 Penalty: 2281.562012
	Iteration 6Q: 3 clusters Score -113698.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -113751.195312 Penalty: 2281.562012
	Iteration 7Q: 3 clusters Score -113751.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -113803.593750 Penalty: 2281.562012
	Iteration 8Q: 3 clusters Score -113803.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -113839.328125 Penalty: 2281.562012
	Iteration 9Q: 3 clusters Score -113839.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -113880.757812 Penalty: 2281.562012
	Iteration 10Q: 3 clusters Score -113880.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -113909.468750 Penalty: 2281.562012
	Iteration 11Q: 3 clusters Score -113909.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -113925.210938 Penalty: 2281.562012
	Iteration 12Q: 3 clusters Score -113925.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -113933.703125 Penalty: 2281.562012
	Iteration 13Q: 3 clusters Score -113933.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -113935.765625 Penalty: 2281.562012
	Iteration 14Q: 3 clusters Score -113935.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -113937.429688 Penalty: 2281.562012
	Iteration 15Q: 3 clusters Score -113937.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -113938.281250 Penalty: 2281.562012
	Iteration 16Q: 3 clusters Score -113938.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -113945.960938 Penalty: 2281.562012
	Iteration 17F: 3 clusters Score -113946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -113951.804688 Penalty: 2281.562012
	Iteration 18Q: 3 clusters Score -113951.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -113952.625000 Penalty: 2281.562012
	Iteration 19Q: 3 clusters Score -113952.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -113953.757812 Penalty: 2281.562012
	Iteration 20F: 3 clusters Score -113953.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -113955.101562 Penalty: 2281.562012
	Iteration 21Q: 3 clusters Score -113955.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -113955.101562 Penalty: 2281.562012
	Iteration 22F: 3 clusters Score -113955.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105178 members 
Mstep: Class 2 contains 11339 members 
Mstep: Class 3 contains 7027 members 
Mstep: Class 4 contains 123883 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5186 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 73917 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105467 members 
Mstep: Class 12 contains 99326 members 
Mstep: Class 13 contains 96820 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68407 members 
Mstep: Class 17 contains 25236 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8678 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 17925 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34540 members 
Mstep: Class 31 contains 43810 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17847 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Mstep: Class 41 contains 409 members 
Entering Unmasked Estep 
Score: -111784792.000000 Penalty: 91479.007812
Splitting cluster 14 changes total score from -111785320.000000 to -111784792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (3186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Entering Unmasked Estep 
Score: -399010.875000 Penalty: 1310.809814
	Iteration 0F: 2 clusters Score -399010.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -396183.500000 Penalty: 2621.619629
	Iteration 0F: 3 clusters Score -396183.5 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -396891.500000 Penalty: 2621.619629
	Iteration 1F: 3 clusters Score -396891.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -397119.812500 Penalty: 2621.619629
	Iteration 2F: 3 clusters Score -397119.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -397318.312500 Penalty: 2621.619629
	Iteration 3F: 3 clusters Score -397318.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -397445.031250 Penalty: 2621.619629
	Iteration 4F: 3 clusters Score -397445 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -397535.843750 Penalty: 2621.619629
	Iteration 5Q: 3 clusters Score -397535.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -397603.843750 Penalty: 2621.619629
	Iteration 6Q: 3 clusters Score -397603.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -397655.031250 Penalty: 2621.619629
	Iteration 7Q: 3 clusters Score -397655 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -397688.968750 Penalty: 2621.619629
	Iteration 8Q: 3 clusters Score -397689 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -397714.000000 Penalty: 2621.619629
	Iteration 9Q: 3 clusters Score -397714 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -397736.843750 Penalty: 2621.619629
	Iteration 10Q: 3 clusters Score -397736.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -397755.781250 Penalty: 2621.619629
	Iteration 11Q: 3 clusters Score -397755.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -397776.031250 Penalty: 2621.619629
	Iteration 12Q: 3 clusters Score -397776 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -397794.531250 Penalty: 2621.619629
	Iteration 13Q: 3 clusters Score -397794.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -397817.750000 Penalty: 2621.619629
	Iteration 14Q: 3 clusters Score -397817.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -397834.250000 Penalty: 2621.619629
	Iteration 15Q: 3 clusters Score -397834.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -397844.906250 Penalty: 2621.619629
	Iteration 16Q: 3 clusters Score -397844.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -397853.031250 Penalty: 2621.619629
	Iteration 17Q: 3 clusters Score -397853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -397858.093750 Penalty: 2621.619629
	Iteration 18Q: 3 clusters Score -397858.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -397862.343750 Penalty: 2621.619629
	Iteration 19Q: 3 clusters Score -397862.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -397864.812500 Penalty: 2621.619629
	Iteration 20F: 3 clusters Score -397864.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -397867.500000 Penalty: 2621.619629
	Iteration 21Q: 3 clusters Score -397867.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -397869.875000 Penalty: 2621.619629
	Iteration 22Q: 3 clusters Score -397869.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -397870.937500 Penalty: 2621.619629
	Iteration 23Q: 3 clusters Score -397870.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -397872.968750 Penalty: 2621.619629
	Iteration 24Q: 3 clusters Score -397873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -397874.968750 Penalty: 2621.619629
	Iteration 25Q: 3 clusters Score -397875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -397880.187500 Penalty: 2621.619629
	Iteration 26Q: 3 clusters Score -397880.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -397884.031250 Penalty: 2621.619629
	Iteration 27Q: 3 clusters Score -397884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -397888.000000 Penalty: 2621.619629
	Iteration 28Q: 3 clusters Score -397888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -397889.062500 Penalty: 2621.619629
	Iteration 29Q: 3 clusters Score -397889.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -397892.156250 Penalty: 2621.619629
	Iteration 30Q: 3 clusters Score -397892.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -397896.062500 Penalty: 2621.619629
	Iteration 31Q: 3 clusters Score -397896.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -397896.343750 Penalty: 2621.619629
	Iteration 32Q: 3 clusters Score -397896.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -397896.750000 Penalty: 2621.619629
	Iteration 33Q: 3 clusters Score -397896.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -397897.375000 Penalty: 2621.619629
	Iteration 34Q: 3 clusters Score -397897.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -397897.375000 Penalty: 2621.619629
	Iteration 35F: 3 clusters Score -397897.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68407 members 
Entering Unmasked Estep 
Score: -8504013.000000 Penalty: 1809.149902
	Iteration 0F: 2 clusters Score -8504013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -8458378.000000 Penalty: 3618.299805
	Iteration 0F: 3 clusters Score -8458378 nChanged 32370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -8477329.000000 Penalty: 3618.299805
	Iteration 1F: 3 clusters Score -8477329 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -8478291.000000 Penalty: 3618.299805
	Iteration 2Q: 3 clusters Score -8478291 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -8479854.000000 Penalty: 3618.299805
	Iteration 3Q: 3 clusters Score -8479854 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -8482270.000000 Penalty: 3618.299805
	Iteration 4F: 3 clusters Score -8482270 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -8485819.000000 Penalty: 3618.299805
	Iteration 5F: 3 clusters Score -8485819 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50333 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -8489905.000000 Penalty: 3618.299805
	Iteration 6F: 3 clusters Score -8489905 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54133 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -8493774.000000 Penalty: 3618.299805
	Iteration 7F: 3 clusters Score -8493774 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56976 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -8496655.000000 Penalty: 3618.299805
	Iteration 8F: 3 clusters Score -8496655 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58781 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -8498546.000000 Penalty: 3618.299805
	Iteration 9Q: 3 clusters Score -8498546 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59918 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -8499808.000000 Penalty: 3618.299805
	Iteration 10Q: 3 clusters Score -8499808 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60691 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -8500639.000000 Penalty: 3618.299805
	Iteration 11Q: 3 clusters Score -8500639 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61333 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -8501164.000000 Penalty: 3618.299805
	Iteration 12Q: 3 clusters Score -8501164 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61886 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -8501579.000000 Penalty: 3618.299805
	Iteration 13Q: 3 clusters Score -8501579 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62361 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -8501929.000000 Penalty: 3618.299805
	Iteration 14Q: 3 clusters Score -8501929 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62798 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -8502209.000000 Penalty: 3618.299805
	Iteration 15Q: 3 clusters Score -8502209 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63169 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -8502434.000000 Penalty: 3618.299805
	Iteration 16Q: 3 clusters Score -8502434 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63477 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -8502591.000000 Penalty: 3618.299805
	Iteration 17Q: 3 clusters Score -8502591 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63730 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -8502712.000000 Penalty: 3618.299805
	Iteration 18Q: 3 clusters Score -8502712 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63952 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -8502785.000000 Penalty: 3618.299805
	Iteration 19Q: 3 clusters Score -8502785 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64117 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -8502814.000000 Penalty: 3618.299805
	Iteration 20F: 3 clusters Score -8502814 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64273 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -8502866.000000 Penalty: 3618.299805
	Iteration 21Q: 3 clusters Score -8502866 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64402 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -8502903.000000 Penalty: 3618.299805
	Iteration 22Q: 3 clusters Score -8502903 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64517 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -8502923.000000 Penalty: 3618.299805
	Iteration 23Q: 3 clusters Score -8502923 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64621 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -8502937.000000 Penalty: 3618.299805
	Iteration 24Q: 3 clusters Score -8502937 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64722 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -8502969.000000 Penalty: 3618.299805
	Iteration 25Q: 3 clusters Score -8502969 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64826 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -8502984.000000 Penalty: 3618.299805
	Iteration 26Q: 3 clusters Score -8502984 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64921 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -8503003.000000 Penalty: 3618.299805
	Iteration 27Q: 3 clusters Score -8503003 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65009 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -8503006.000000 Penalty: 3618.299805
	Iteration 28Q: 3 clusters Score -8503006 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65084 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -8503016.000000 Penalty: 3618.299805
	Iteration 29Q: 3 clusters Score -8503016 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65146 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -8503011.000000 Penalty: 3618.299805
	Iteration 30Q: 3 clusters Score -8503011 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65198 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -8503010.000000 Penalty: 3618.299805
	Iteration 31Q: 3 clusters Score -8503010 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65241 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -8503011.000000 Penalty: 3618.299805
	Iteration 32Q: 3 clusters Score -8503011 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65274 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -8503013.000000 Penalty: 3618.299805
	Iteration 33Q: 3 clusters Score -8503013 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65304 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -8503026.000000 Penalty: 3618.299805
	Iteration 34Q: 3 clusters Score -8503026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65338 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -8503034.000000 Penalty: 3618.299805
	Iteration 35Q: 3 clusters Score -8503034 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65375 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -8503055.000000 Penalty: 3618.299805
	Iteration 36Q: 3 clusters Score -8503055 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65414 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -8503078.000000 Penalty: 3618.299805
	Iteration 37Q: 3 clusters Score -8503078 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65444 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -8503079.000000 Penalty: 3618.299805
	Iteration 38Q: 3 clusters Score -8503079 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65479 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -8503087.000000 Penalty: 3618.299805
	Iteration 39Q: 3 clusters Score -8503087 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65509 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -8503110.000000 Penalty: 3618.299805
	Iteration 40F: 3 clusters Score -8503110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65532 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -8503112.000000 Penalty: 3618.299805
	Iteration 41Q: 3 clusters Score -8503112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65556 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -8503106.000000 Penalty: 3618.299805
	Iteration 42Q: 3 clusters Score -8503106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65582 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -8503131.000000 Penalty: 3618.299805
	Iteration 43Q: 3 clusters Score -8503131 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65615 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -8503124.000000 Penalty: 3618.299805
	Iteration 44Q: 3 clusters Score -8503124 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65646 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -8503123.000000 Penalty: 3618.299805
	Iteration 45Q: 3 clusters Score -8503123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65671 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -8503136.000000 Penalty: 3618.299805
	Iteration 46Q: 3 clusters Score -8503136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65695 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -8503117.000000 Penalty: 3618.299805
	Iteration 47Q: 3 clusters Score -8503117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65712 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -8503130.000000 Penalty: 3618.299805
	Iteration 48Q: 3 clusters Score -8503130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65724 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -8503137.000000 Penalty: 3618.299805
	Iteration 49Q: 3 clusters Score -8503137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65739 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -8503134.000000 Penalty: 3618.299805
	Iteration 50Q: 3 clusters Score -8503134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65754 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -8503131.000000 Penalty: 3618.299805
	Iteration 51Q: 3 clusters Score -8503131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65760 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -8503139.000000 Penalty: 3618.299805
	Iteration 52Q: 3 clusters Score -8503139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65765 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -8503149.000000 Penalty: 3618.299805
	Iteration 53Q: 3 clusters Score -8503149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65771 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -8503141.000000 Penalty: 3618.299805
	Iteration 54Q: 3 clusters Score -8503141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65775 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -8503133.000000 Penalty: 3618.299805
	Iteration 55Q: 3 clusters Score -8503133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65785 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -8503140.000000 Penalty: 3618.299805
	Iteration 56Q: 3 clusters Score -8503140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65792 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -8503144.000000 Penalty: 3618.299805
	Iteration 57Q: 3 clusters Score -8503144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65801 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -8503153.000000 Penalty: 3618.299805
	Iteration 58Q: 3 clusters Score -8503153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65809 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -8503152.000000 Penalty: 3618.299805
	Iteration 59Q: 3 clusters Score -8503152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65816 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -8503155.000000 Penalty: 3618.299805
	Iteration 60F: 3 clusters Score -8503155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65819 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -8503152.000000 Penalty: 3618.299805
	Iteration 61Q: 3 clusters Score -8503152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65824 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -8503156.000000 Penalty: 3618.299805
	Iteration 62Q: 3 clusters Score -8503156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65829 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -8503155.000000 Penalty: 3618.299805
	Iteration 63Q: 3 clusters Score -8503155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65832 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -8503152.000000 Penalty: 3618.299805
	Iteration 64Q: 3 clusters Score -8503152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65833 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -8503153.000000 Penalty: 3618.299805
	Iteration 65Q: 3 clusters Score -8503153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65834 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -8503159.000000 Penalty: 3618.299805
	Iteration 66Q: 3 clusters Score -8503159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65837 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -8503159.000000 Penalty: 3618.299805
	Iteration 67Q: 3 clusters Score -8503159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65839 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -8503163.000000 Penalty: 3618.299805
	Iteration 68Q: 3 clusters Score -8503163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65842 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -8503157.000000 Penalty: 3618.299805
	Iteration 69Q: 3 clusters Score -8503157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65846 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -8503152.000000 Penalty: 3618.299805
	Iteration 70Q: 3 clusters Score -8503152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65849 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -8503152.000000 Penalty: 3618.299805
	Iteration 71Q: 3 clusters Score -8503152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65852 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -8503152.000000 Penalty: 3618.299805
	Iteration 72Q: 3 clusters Score -8503152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65852 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -8503152.000000 Penalty: 3618.299805
	Iteration 73F: 3 clusters Score -8503152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Entering Unmasked Estep 
Score: -3115676.750000 Penalty: 1647.104248
	Iteration 0F: 2 clusters Score -3115677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -3098611.750000 Penalty: 3294.208496
	Iteration 0F: 3 clusters Score -3098612 nChanged 11472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -3105082.250000 Penalty: 3294.208496
	Iteration 1F: 3 clusters Score -3105082 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -3105576.000000 Penalty: 3294.208496
	Iteration 2F: 3 clusters Score -3105576 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -3106097.500000 Penalty: 3294.208496
	Iteration 3Q: 3 clusters Score -3106098 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -3106615.750000 Penalty: 3294.208496
	Iteration 4Q: 3 clusters Score -3106616 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -3107138.500000 Penalty: 3294.208496
	Iteration 5Q: 3 clusters Score -3107138 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -3107741.500000 Penalty: 3294.208496
	Iteration 6Q: 3 clusters Score -3107742 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -3108374.250000 Penalty: 3294.208496
	Iteration 7Q: 3 clusters Score -3108374 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -3109079.500000 Penalty: 3294.208496
	Iteration 8Q: 3 clusters Score -3109080 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -3109695.250000 Penalty: 3294.208496
	Iteration 9Q: 3 clusters Score -3109695 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -3110123.000000 Penalty: 3294.208496
	Iteration 10Q: 3 clusters Score -3110123 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -3110399.000000 Penalty: 3294.208496
	Iteration 11Q: 3 clusters Score -3110399 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -3110580.000000 Penalty: 3294.208496
	Iteration 12Q: 3 clusters Score -3110580 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -3110699.750000 Penalty: 3294.208496
	Iteration 13Q: 3 clusters Score -3110700 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -3110822.250000 Penalty: 3294.208496
	Iteration 14Q: 3 clusters Score -3110822 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -3110929.750000 Penalty: 3294.208496
	Iteration 15Q: 3 clusters Score -3110930 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -3111053.000000 Penalty: 3294.208496
	Iteration 16Q: 3 clusters Score -3111053 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -3111187.500000 Penalty: 3294.208496
	Iteration 17Q: 3 clusters Score -3111188 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -3111294.750000 Penalty: 3294.208496
	Iteration 18Q: 3 clusters Score -3111295 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -3111422.000000 Penalty: 3294.208496
	Iteration 19Q: 3 clusters Score -3111422 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -3111506.500000 Penalty: 3294.208496
	Iteration 20F: 3 clusters Score -3111506 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -3111620.000000 Penalty: 3294.208496
	Iteration 21Q: 3 clusters Score -3111620 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -3111733.250000 Penalty: 3294.208496
	Iteration 22Q: 3 clusters Score -3111733 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -3111844.000000 Penalty: 3294.208496
	Iteration 23Q: 3 clusters Score -3111844 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -3111959.750000 Penalty: 3294.208496
	Iteration 24Q: 3 clusters Score -3111960 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -3112091.750000 Penalty: 3294.208496
	Iteration 25Q: 3 clusters Score -3112092 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -3112225.750000 Penalty: 3294.208496
	Iteration 26Q: 3 clusters Score -3112226 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -3112362.250000 Penalty: 3294.208496
	Iteration 27Q: 3 clusters Score -3112362 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -3112527.750000 Penalty: 3294.208496
	Iteration 28Q: 3 clusters Score -3112528 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -3112702.750000 Penalty: 3294.208496
	Iteration 29Q: 3 clusters Score -3112703 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -3112870.500000 Penalty: 3294.208496
	Iteration 30Q: 3 clusters Score -3112870 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -3113039.500000 Penalty: 3294.208496
	Iteration 31Q: 3 clusters Score -3113040 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -3113208.500000 Penalty: 3294.208496
	Iteration 32Q: 3 clusters Score -3113208 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -3113362.500000 Penalty: 3294.208496
	Iteration 33Q: 3 clusters Score -3113362 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -3113474.000000 Penalty: 3294.208496
	Iteration 34Q: 3 clusters Score -3113474 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -3113578.750000 Penalty: 3294.208496
	Iteration 35Q: 3 clusters Score -3113579 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -3113656.000000 Penalty: 3294.208496
	Iteration 36Q: 3 clusters Score -3113656 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -3113730.750000 Penalty: 3294.208496
	Iteration 37Q: 3 clusters Score -3113731 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -3113779.750000 Penalty: 3294.208496
	Iteration 38Q: 3 clusters Score -3113780 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -3113817.750000 Penalty: 3294.208496
	Iteration 39Q: 3 clusters Score -3113818 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -3113867.500000 Penalty: 3294.208496
	Iteration 40F: 3 clusters Score -3113868 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -3113919.500000 Penalty: 3294.208496
	Iteration 41Q: 3 clusters Score -3113920 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -3113966.000000 Penalty: 3294.208496
	Iteration 42Q: 3 clusters Score -3113966 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -3113984.750000 Penalty: 3294.208496
	Iteration 43Q: 3 clusters Score -3113985 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -3114020.000000 Penalty: 3294.208496
	Iteration 44Q: 3 clusters Score -3114020 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -3114058.000000 Penalty: 3294.208496
	Iteration 45Q: 3 clusters Score -3114058 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -3114078.000000 Penalty: 3294.208496
	Iteration 46Q: 3 clusters Score -3114078 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -3114106.250000 Penalty: 3294.208496
	Iteration 47Q: 3 clusters Score -3114106 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -3114137.500000 Penalty: 3294.208496
	Iteration 48Q: 3 clusters Score -3114138 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -3114157.250000 Penalty: 3294.208496
	Iteration 49Q: 3 clusters Score -3114157 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -3114188.000000 Penalty: 3294.208496
	Iteration 50Q: 3 clusters Score -3114188 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -3114208.500000 Penalty: 3294.208496
	Iteration 51Q: 3 clusters Score -3114208 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -3114225.500000 Penalty: 3294.208496
	Iteration 52Q: 3 clusters Score -3114226 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -3114246.750000 Penalty: 3294.208496
	Iteration 53Q: 3 clusters Score -3114247 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -3114262.750000 Penalty: 3294.208496
	Iteration 54Q: 3 clusters Score -3114263 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -3114270.750000 Penalty: 3294.208496
	Iteration 55Q: 3 clusters Score -3114271 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -3114283.250000 Penalty: 3294.208496
	Iteration 56Q: 3 clusters Score -3114283 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -3114287.250000 Penalty: 3294.208496
	Iteration 57Q: 3 clusters Score -3114287 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -3114293.750000 Penalty: 3294.208496
	Iteration 58Q: 3 clusters Score -3114294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -3114295.250000 Penalty: 3294.208496
	Iteration 59Q: 3 clusters Score -3114295 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3114304.750000 Penalty: 3294.208496
	Iteration 60F: 3 clusters Score -3114305 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -3114319.250000 Penalty: 3294.208496
	Iteration 61Q: 3 clusters Score -3114319 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -3114325.750000 Penalty: 3294.208496
	Iteration 62Q: 3 clusters Score -3114326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -3114329.250000 Penalty: 3294.208496
	Iteration 63Q: 3 clusters Score -3114329 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -3114335.250000 Penalty: 3294.208496
	Iteration 64Q: 3 clusters Score -3114335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -3114342.250000 Penalty: 3294.208496
	Iteration 65Q: 3 clusters Score -3114342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -3114336.750000 Penalty: 3294.208496
	Iteration 66Q: 3 clusters Score -3114337 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -3114339.750000 Penalty: 3294.208496
	Iteration 67Q: 3 clusters Score -3114340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -3114355.750000 Penalty: 3294.208496
	Iteration 68Q: 3 clusters Score -3114356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -3114355.000000 Penalty: 3294.208496
	Iteration 69Q: 3 clusters Score -3114355 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -3114357.750000 Penalty: 3294.208496
	Iteration 70Q: 3 clusters Score -3114358 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -3114373.750000 Penalty: 3294.208496
	Iteration 71Q: 3 clusters Score -3114374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -3114378.000000 Penalty: 3294.208496
	Iteration 72Q: 3 clusters Score -3114378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -3114381.000000 Penalty: 3294.208496
	Iteration 73Q: 3 clusters Score -3114381 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -3114396.000000 Penalty: 3294.208496
	Iteration 74Q: 3 clusters Score -3114396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -3114400.750000 Penalty: 3294.208496
	Iteration 75Q: 3 clusters Score -3114401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -3114409.750000 Penalty: 3294.208496
	Iteration 76Q: 3 clusters Score -3114410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -3114418.250000 Penalty: 3294.208496
	Iteration 77Q: 3 clusters Score -3114418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -3114423.750000 Penalty: 3294.208496
	Iteration 78Q: 3 clusters Score -3114424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -3114432.500000 Penalty: 3294.208496
	Iteration 79Q: 3 clusters Score -3114432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -3114428.500000 Penalty: 3294.208496
	Iteration 80F: 3 clusters Score -3114428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -3114436.750000 Penalty: 3294.208496
	Iteration 81Q: 3 clusters Score -3114437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -3114437.000000 Penalty: 3294.208496
	Iteration 82Q: 3 clusters Score -3114437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -3114429.000000 Penalty: 3294.208496
	Iteration 83Q: 3 clusters Score -3114429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -3114437.500000 Penalty: 3294.208496
	Iteration 84Q: 3 clusters Score -3114438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -3114445.250000 Penalty: 3294.208496
	Iteration 85Q: 3 clusters Score -3114445 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -3114453.000000 Penalty: 3294.208496
	Iteration 86Q: 3 clusters Score -3114453 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -3114463.000000 Penalty: 3294.208496
	Iteration 87Q: 3 clusters Score -3114463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -3114472.750000 Penalty: 3294.208496
	Iteration 88Q: 3 clusters Score -3114473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -3114474.000000 Penalty: 3294.208496
	Iteration 89Q: 3 clusters Score -3114474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -3114472.250000 Penalty: 3294.208496
	Iteration 90Q: 3 clusters Score -3114472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -3114474.500000 Penalty: 3294.208496
	Iteration 91Q: 3 clusters Score -3114474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -3114476.250000 Penalty: 3294.208496
	Iteration 92Q: 3 clusters Score -3114476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -3114479.250000 Penalty: 3294.208496
	Iteration 93Q: 3 clusters Score -3114479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -3114481.750000 Penalty: 3294.208496
	Iteration 94Q: 3 clusters Score -3114482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -3114477.500000 Penalty: 3294.208496
	Iteration 95Q: 3 clusters Score -3114478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -3114479.000000 Penalty: 3294.208496
	Iteration 96Q: 3 clusters Score -3114479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -3114480.000000 Penalty: 3294.208496
	Iteration 97Q: 3 clusters Score -3114480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -3114479.500000 Penalty: 3294.208496
	Iteration 98Q: 3 clusters Score -3114480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -3114478.500000 Penalty: 3294.208496
	Iteration 99Q: 3 clusters Score -3114478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -3114482.500000 Penalty: 3294.208496
	Iteration 100F: 3 clusters Score -3114482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -3114481.000000 Penalty: 3294.208496
	Iteration 101Q: 3 clusters Score -3114481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -3114483.250000 Penalty: 3294.208496
	Iteration 102Q: 3 clusters Score -3114483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -3114482.500000 Penalty: 3294.208496
	Iteration 103Q: 3 clusters Score -3114482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -3114482.750000 Penalty: 3294.208496
	Iteration 104Q: 3 clusters Score -3114483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -3114480.250000 Penalty: 3294.208496
	Iteration 105Q: 3 clusters Score -3114480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -3114481.250000 Penalty: 3294.208496
	Iteration 106Q: 3 clusters Score -3114481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -3114478.250000 Penalty: 3294.208496
	Iteration 107Q: 3 clusters Score -3114478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -3114480.500000 Penalty: 3294.208496
	Iteration 108Q: 3 clusters Score -3114480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -3114481.500000 Penalty: 3294.208496
	Iteration 109Q: 3 clusters Score -3114482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -3114480.250000 Penalty: 3294.208496
	Iteration 110Q: 3 clusters Score -3114480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -3114483.500000 Penalty: 3294.208496
	Iteration 111Q: 3 clusters Score -3114484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -3114484.000000 Penalty: 3294.208496
	Iteration 112Q: 3 clusters Score -3114484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -3114486.500000 Penalty: 3294.208496
	Iteration 113Q: 3 clusters Score -3114486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -3114486.500000 Penalty: 3294.208496
	Iteration 114F: 3 clusters Score -3114486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Entering Unmasked Estep 
Score: -1784446.000000 Penalty: 1554.893311
	Iteration 0F: 2 clusters Score -1784446 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 7128 members 
Entering Unmasked Estep 
Score: -1774523.250000 Penalty: 3109.786621
	Iteration 0F: 3 clusters Score -1774523 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1778107.750000 Penalty: 3109.786621
	Iteration 1F: 3 clusters Score -1778108 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1778757.375000 Penalty: 3109.786621
	Iteration 2F: 3 clusters Score -1778757 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1779654.875000 Penalty: 3109.786621
	Iteration 3F: 3 clusters Score -1779655 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1780591.875000 Penalty: 3109.786621
	Iteration 4F: 3 clusters Score -1780592 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1781352.125000 Penalty: 3109.786621
	Iteration 5F: 3 clusters Score -1781352 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1781838.125000 Penalty: 3109.786621
	Iteration 6F: 3 clusters Score -1781838 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1782103.625000 Penalty: 3109.786621
	Iteration 7Q: 3 clusters Score -1782104 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1782255.750000 Penalty: 3109.786621
	Iteration 8Q: 3 clusters Score -1782256 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1782354.875000 Penalty: 3109.786621
	Iteration 9Q: 3 clusters Score -1782355 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1782431.500000 Penalty: 3109.786621
	Iteration 10Q: 3 clusters Score -1782432 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1782492.125000 Penalty: 3109.786621
	Iteration 11Q: 3 clusters Score -1782492 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1782562.125000 Penalty: 3109.786621
	Iteration 12Q: 3 clusters Score -1782562 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1782613.000000 Penalty: 3109.786621
	Iteration 13Q: 3 clusters Score -1782613 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1782665.125000 Penalty: 3109.786621
	Iteration 14Q: 3 clusters Score -1782665 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1782724.125000 Penalty: 3109.786621
	Iteration 15Q: 3 clusters Score -1782724 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1782771.625000 Penalty: 3109.786621
	Iteration 16Q: 3 clusters Score -1782772 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1782839.125000 Penalty: 3109.786621
	Iteration 17Q: 3 clusters Score -1782839 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1782923.875000 Penalty: 3109.786621
	Iteration 18Q: 3 clusters Score -1782924 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1783016.000000 Penalty: 3109.786621
	Iteration 19Q: 3 clusters Score -1783016 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1783114.625000 Penalty: 3109.786621
	Iteration 20F: 3 clusters Score -1783115 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1783214.875000 Penalty: 3109.786621
	Iteration 21Q: 3 clusters Score -1783215 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1783299.250000 Penalty: 3109.786621
	Iteration 22Q: 3 clusters Score -1783299 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1783372.750000 Penalty: 3109.786621
	Iteration 23Q: 3 clusters Score -1783373 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1783449.250000 Penalty: 3109.786621
	Iteration 24Q: 3 clusters Score -1783449 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1783529.500000 Penalty: 3109.786621
	Iteration 25Q: 3 clusters Score -1783530 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1783593.000000 Penalty: 3109.786621
	Iteration 26Q: 3 clusters Score -1783593 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1783671.875000 Penalty: 3109.786621
	Iteration 27Q: 3 clusters Score -1783672 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1783736.875000 Penalty: 3109.786621
	Iteration 28Q: 3 clusters Score -1783737 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1783795.875000 Penalty: 3109.786621
	Iteration 29Q: 3 clusters Score -1783796 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1783834.500000 Penalty: 3109.786621
	Iteration 30Q: 3 clusters Score -1783834 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1783877.375000 Penalty: 3109.786621
	Iteration 31Q: 3 clusters Score -1783877 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1783905.625000 Penalty: 3109.786621
	Iteration 32Q: 3 clusters Score -1783906 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1783927.875000 Penalty: 3109.786621
	Iteration 33Q: 3 clusters Score -1783928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1783948.625000 Penalty: 3109.786621
	Iteration 34Q: 3 clusters Score -1783949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1783960.500000 Penalty: 3109.786621
	Iteration 35Q: 3 clusters Score -1783960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1783971.500000 Penalty: 3109.786621
	Iteration 36Q: 3 clusters Score -1783972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1783978.875000 Penalty: 3109.786621
	Iteration 37Q: 3 clusters Score -1783979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1783983.875000 Penalty: 3109.786621
	Iteration 38Q: 3 clusters Score -1783984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1783993.125000 Penalty: 3109.786621
	Iteration 39Q: 3 clusters Score -1783993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1784004.375000 Penalty: 3109.786621
	Iteration 40F: 3 clusters Score -1784004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1784008.125000 Penalty: 3109.786621
	Iteration 41Q: 3 clusters Score -1784008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1784016.000000 Penalty: 3109.786621
	Iteration 42Q: 3 clusters Score -1784016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1784021.750000 Penalty: 3109.786621
	Iteration 43Q: 3 clusters Score -1784022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1784025.375000 Penalty: 3109.786621
	Iteration 44Q: 3 clusters Score -1784025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1784030.500000 Penalty: 3109.786621
	Iteration 45Q: 3 clusters Score -1784030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1784038.375000 Penalty: 3109.786621
	Iteration 46Q: 3 clusters Score -1784038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1784048.875000 Penalty: 3109.786621
	Iteration 47Q: 3 clusters Score -1784049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1784050.750000 Penalty: 3109.786621
	Iteration 48Q: 3 clusters Score -1784051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1784054.750000 Penalty: 3109.786621
	Iteration 49Q: 3 clusters Score -1784055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1784060.125000 Penalty: 3109.786621
	Iteration 50Q: 3 clusters Score -1784060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1784062.000000 Penalty: 3109.786621
	Iteration 51Q: 3 clusters Score -1784062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1784065.250000 Penalty: 3109.786621
	Iteration 52Q: 3 clusters Score -1784065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1784067.125000 Penalty: 3109.786621
	Iteration 53Q: 3 clusters Score -1784067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1784070.125000 Penalty: 3109.786621
	Iteration 54Q: 3 clusters Score -1784070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1784072.875000 Penalty: 3109.786621
	Iteration 55Q: 3 clusters Score -1784073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1784074.750000 Penalty: 3109.786621
	Iteration 56Q: 3 clusters Score -1784075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1784075.750000 Penalty: 3109.786621
	Iteration 57Q: 3 clusters Score -1784076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1784076.750000 Penalty: 3109.786621
	Iteration 58Q: 3 clusters Score -1784077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1784079.125000 Penalty: 3109.786621
	Iteration 59Q: 3 clusters Score -1784079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1784078.375000 Penalty: 3109.786621
	Iteration 60F: 3 clusters Score -1784078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1784081.125000 Penalty: 3109.786621
	Iteration 61Q: 3 clusters Score -1784081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1784083.375000 Penalty: 3109.786621
	Iteration 62Q: 3 clusters Score -1784083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1784082.875000 Penalty: 3109.786621
	Iteration 63Q: 3 clusters Score -1784083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1784081.625000 Penalty: 3109.786621
	Iteration 64Q: 3 clusters Score -1784082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1784081.625000 Penalty: 3109.786621
	Iteration 65F: 3 clusters Score -1784082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Entering Unmasked Estep 
Score: -368631.406250 Penalty: 1310.350098
	Iteration 0F: 2 clusters Score -368631.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -365773.906250 Penalty: 2620.700195
	Iteration 0F: 3 clusters Score -365773.9 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -366568.562500 Penalty: 2620.700195
	Iteration 1F: 3 clusters Score -366568.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -366758.156250 Penalty: 2620.700195
	Iteration 2F: 3 clusters Score -366758.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -366884.343750 Penalty: 2620.700195
	Iteration 3F: 3 clusters Score -366884.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -367018.718750 Penalty: 2620.700195
	Iteration 4Q: 3 clusters Score -367018.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -367153.125000 Penalty: 2620.700195
	Iteration 5Q: 3 clusters Score -367153.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -367257.687500 Penalty: 2620.700195
	Iteration 6Q: 3 clusters Score -367257.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -367342.781250 Penalty: 2620.700195
	Iteration 7Q: 3 clusters Score -367342.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -367390.437500 Penalty: 2620.700195
	Iteration 8Q: 3 clusters Score -367390.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -367429.781250 Penalty: 2620.700195
	Iteration 9Q: 3 clusters Score -367429.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -367459.187500 Penalty: 2620.700195
	Iteration 10Q: 3 clusters Score -367459.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -367490.156250 Penalty: 2620.700195
	Iteration 11Q: 3 clusters Score -367490.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -367517.281250 Penalty: 2620.700195
	Iteration 12Q: 3 clusters Score -367517.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -367543.843750 Penalty: 2620.700195
	Iteration 13Q: 3 clusters Score -367543.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -367573.906250 Penalty: 2620.700195
	Iteration 14Q: 3 clusters Score -367573.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -367610.156250 Penalty: 2620.700195
	Iteration 15Q: 3 clusters Score -367610.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -367642.125000 Penalty: 2620.700195
	Iteration 16Q: 3 clusters Score -367642.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -367667.343750 Penalty: 2620.700195
	Iteration 17Q: 3 clusters Score -367667.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -367685.875000 Penalty: 2620.700195
	Iteration 18Q: 3 clusters Score -367685.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -367707.906250 Penalty: 2620.700195
	Iteration 19Q: 3 clusters Score -367707.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -367725.562500 Penalty: 2620.700195
	Iteration 20F: 3 clusters Score -367725.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -367743.281250 Penalty: 2620.700195
	Iteration 21Q: 3 clusters Score -367743.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -367758.593750 Penalty: 2620.700195
	Iteration 22Q: 3 clusters Score -367758.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -367770.187500 Penalty: 2620.700195
	Iteration 23Q: 3 clusters Score -367770.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -367778.812500 Penalty: 2620.700195
	Iteration 24Q: 3 clusters Score -367778.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -367785.562500 Penalty: 2620.700195
	Iteration 25Q: 3 clusters Score -367785.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -367790.781250 Penalty: 2620.700195
	Iteration 26Q: 3 clusters Score -367790.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -367795.406250 Penalty: 2620.700195
	Iteration 27Q: 3 clusters Score -367795.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -367799.031250 Penalty: 2620.700195
	Iteration 28Q: 3 clusters Score -367799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -367801.875000 Penalty: 2620.700195
	Iteration 29Q: 3 clusters Score -367801.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -367803.531250 Penalty: 2620.700195
	Iteration 30Q: 3 clusters Score -367803.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -367805.500000 Penalty: 2620.700195
	Iteration 31Q: 3 clusters Score -367805.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -367807.531250 Penalty: 2620.700195
	Iteration 32Q: 3 clusters Score -367807.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -367808.656250 Penalty: 2620.700195
	Iteration 33Q: 3 clusters Score -367808.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -367810.875000 Penalty: 2620.700195
	Iteration 34Q: 3 clusters Score -367810.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -367812.031250 Penalty: 2620.700195
	Iteration 35Q: 3 clusters Score -367812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -367814.156250 Penalty: 2620.700195
	Iteration 36Q: 3 clusters Score -367814.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -367814.375000 Penalty: 2620.700195
	Iteration 37Q: 3 clusters Score -367814.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -367815.000000 Penalty: 2620.700195
	Iteration 38Q: 3 clusters Score -367815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -367818.187500 Penalty: 2620.700195
	Iteration 39Q: 3 clusters Score -367818.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -367820.281250 Penalty: 2620.700195
	Iteration 40F: 3 clusters Score -367820.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -367820.187500 Penalty: 2620.700195
	Iteration 41Q: 3 clusters Score -367820.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -367820.718750 Penalty: 2620.700195
	Iteration 42Q: 3 clusters Score -367820.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -367820.718750 Penalty: 2620.700195
	Iteration 43F: 3 clusters Score -367820.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -45366.039062 Penalty: 979.595215
	Iteration 0F: 2 clusters Score -45366.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -44394.988281 Penalty: 1959.190430
	Iteration 0F: 3 clusters Score -44394.99 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -44578.957031 Penalty: 1959.190430
	Iteration 1F: 3 clusters Score -44578.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -44635.839844 Penalty: 1959.190430
	Iteration 2F: 3 clusters Score -44635.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44651.027344 Penalty: 1959.190430
	Iteration 3Q: 3 clusters Score -44651.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44668.695312 Penalty: 1959.190430
	Iteration 4Q: 3 clusters Score -44668.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44677.414062 Penalty: 1959.190430
	Iteration 5Q: 3 clusters Score -44677.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44691.593750 Penalty: 1959.190430
	Iteration 6Q: 3 clusters Score -44691.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -44696.609375 Penalty: 1959.190430
	Iteration 7Q: 3 clusters Score -44696.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44697.148438 Penalty: 1959.190430
	Iteration 8Q: 3 clusters Score -44697.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -44697.480469 Penalty: 1959.190430
	Iteration 9Q: 3 clusters Score -44697.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -44697.480469 Penalty: 1959.190430
	Iteration 10F: 3 clusters Score -44697.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Entering Unmasked Estep 
Score: -1071780.750000 Penalty: 1473.638794
	Iteration 0F: 2 clusters Score -1071781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1065463.750000 Penalty: 2947.277588
	Iteration 0F: 3 clusters Score -1065464 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1067372.750000 Penalty: 2947.277588
	Iteration 1F: 3 clusters Score -1067373 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1067583.250000 Penalty: 2947.277588
	Iteration 2F: 3 clusters Score -1067583 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1067796.375000 Penalty: 2947.277588
	Iteration 3F: 3 clusters Score -1067796 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1068006.500000 Penalty: 2947.277588
	Iteration 4Q: 3 clusters Score -1068006 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1068211.375000 Penalty: 2947.277588
	Iteration 5Q: 3 clusters Score -1068211 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1068437.750000 Penalty: 2947.277588
	Iteration 6Q: 3 clusters Score -1068438 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1068689.125000 Penalty: 2947.277588
	Iteration 7Q: 3 clusters Score -1068689 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1068977.125000 Penalty: 2947.277588
	Iteration 8F: 3 clusters Score -1068977 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1069290.125000 Penalty: 2947.277588
	Iteration 9F: 3 clusters Score -1069290 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1069625.875000 Penalty: 2947.277588
	Iteration 10F: 3 clusters Score -1069626 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1069909.625000 Penalty: 2947.277588
	Iteration 11Q: 3 clusters Score -1069910 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1070150.500000 Penalty: 2947.277588
	Iteration 12Q: 3 clusters Score -1070150 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1070320.875000 Penalty: 2947.277588
	Iteration 13Q: 3 clusters Score -1070321 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1070427.750000 Penalty: 2947.277588
	Iteration 14Q: 3 clusters Score -1070428 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1070505.375000 Penalty: 2947.277588
	Iteration 15Q: 3 clusters Score -1070505 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1070534.125000 Penalty: 2947.277588
	Iteration 16Q: 3 clusters Score -1070534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1070552.250000 Penalty: 2947.277588
	Iteration 17Q: 3 clusters Score -1070552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1070576.125000 Penalty: 2947.277588
	Iteration 18Q: 3 clusters Score -1070576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1070597.125000 Penalty: 2947.277588
	Iteration 19Q: 3 clusters Score -1070597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1070605.125000 Penalty: 2947.277588
	Iteration 20F: 3 clusters Score -1070605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1070618.250000 Penalty: 2947.277588
	Iteration 21Q: 3 clusters Score -1070618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1070628.250000 Penalty: 2947.277588
	Iteration 22Q: 3 clusters Score -1070628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1070632.375000 Penalty: 2947.277588
	Iteration 23Q: 3 clusters Score -1070632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1070634.750000 Penalty: 2947.277588
	Iteration 24Q: 3 clusters Score -1070635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1070640.375000 Penalty: 2947.277588
	Iteration 25Q: 3 clusters Score -1070640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1070643.125000 Penalty: 2947.277588
	Iteration 26Q: 3 clusters Score -1070643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1070646.375000 Penalty: 2947.277588
	Iteration 27Q: 3 clusters Score -1070646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1070648.625000 Penalty: 2947.277588
	Iteration 28Q: 3 clusters Score -1070649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1070651.500000 Penalty: 2947.277588
	Iteration 29Q: 3 clusters Score -1070652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1070652.750000 Penalty: 2947.277588
	Iteration 30Q: 3 clusters Score -1070653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1070652.750000 Penalty: 2947.277588
	Iteration 31F: 3 clusters Score -1070653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -27619.662109 Penalty: 950.515259
	Iteration 0F: 2 clusters Score -27619.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26742.574219 Penalty: 1901.030518
	Iteration 0F: 3 clusters Score -26742.57 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -27008.419922 Penalty: 1901.030518
	Iteration 1F: 3 clusters Score -27008.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -27202.212891 Penalty: 1901.030518
	Iteration 2F: 3 clusters Score -27202.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -27420.296875 Penalty: 1901.030518
	Iteration 3F: 3 clusters Score -27420.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -27589.029297 Penalty: 1901.030518
	Iteration 4F: 3 clusters Score -27589.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27657.025391 Penalty: 1901.030518
	Iteration 5Q: 3 clusters Score -27657.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27695.275391 Penalty: 1901.030518
	Iteration 6Q: 3 clusters Score -27695.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -27710.494141 Penalty: 1901.030518
	Iteration 7Q: 3 clusters Score -27710.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -27717.171875 Penalty: 1901.030518
	Iteration 8Q: 3 clusters Score -27717.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -27717.171875 Penalty: 1901.030518
	Iteration 9F: 3 clusters Score -27717.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105178 members 
Mstep: Class 2 contains 11339 members 
Mstep: Class 3 contains 7027 members 
Mstep: Class 4 contains 123883 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5186 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 73917 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105467 members 
Mstep: Class 12 contains 99326 members 
Mstep: Class 13 contains 96820 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68407 members 
Mstep: Class 17 contains 25236 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8678 members 
Mstep: Class 22 contains 176 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 17925 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34540 members 
Mstep: Class 31 contains 43810 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17847 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Mstep: Class 41 contains 171 members 
Entering Unmasked Estep 
Score: -111784112.000000 Penalty: 91479.007812
Splitting cluster 22 changes total score from -111785320.000000 to -111784112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -64860.394531 Penalty: 1032.302246
	Iteration 0F: 2 clusters Score -64860.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -63738.968750 Penalty: 2064.604492
	Iteration 0F: 3 clusters Score -63738.97 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -63937.441406 Penalty: 2064.604492
	Iteration 1F: 3 clusters Score -63937.44 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -64006.921875 Penalty: 2064.604492
	Iteration 2F: 3 clusters Score -64006.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -64061.359375 Penalty: 2064.604492
	Iteration 3F: 3 clusters Score -64061.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -64115.750000 Penalty: 2064.604492
	Iteration 4Q: 3 clusters Score -64115.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -64154.730469 Penalty: 2064.604492
	Iteration 5Q: 3 clusters Score -64154.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -64201.003906 Penalty: 2064.604492
	Iteration 6Q: 3 clusters Score -64201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -64224.562500 Penalty: 2064.604492
	Iteration 7Q: 3 clusters Score -64224.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -64265.144531 Penalty: 2064.604492
	Iteration 8Q: 3 clusters Score -64265.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -64309.941406 Penalty: 2064.604492
	Iteration 9Q: 3 clusters Score -64309.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -64342.640625 Penalty: 2064.604492
	Iteration 10Q: 3 clusters Score -64342.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -64397.894531 Penalty: 2064.604492
	Iteration 11Q: 3 clusters Score -64397.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -64447.347656 Penalty: 2064.604492
	Iteration 12Q: 3 clusters Score -64447.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -64485.699219 Penalty: 2064.604492
	Iteration 13Q: 3 clusters Score -64485.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -64530.718750 Penalty: 2064.604492
	Iteration 14Q: 3 clusters Score -64530.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -64548.921875 Penalty: 2064.604492
	Iteration 15Q: 3 clusters Score -64548.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -64591.828125 Penalty: 2064.604492
	Iteration 16Q: 3 clusters Score -64591.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -64636.769531 Penalty: 2064.604492
	Iteration 17Q: 3 clusters Score -64636.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -64666.289062 Penalty: 2064.604492
	Iteration 18Q: 3 clusters Score -64666.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -64678.003906 Penalty: 2064.604492
	Iteration 19Q: 3 clusters Score -64678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -64713.230469 Penalty: 2064.604492
	Iteration 20F: 3 clusters Score -64713.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -64745.390625 Penalty: 2064.604492
	Iteration 21Q: 3 clusters Score -64745.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -64772.742188 Penalty: 2064.604492
	Iteration 22Q: 3 clusters Score -64772.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -64847.789062 Penalty: 2064.604492
	Iteration 23Q: 3 clusters Score -64847.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -64885.312500 Penalty: 2064.604492
	Iteration 24Q: 3 clusters Score -64885.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -64895.035156 Penalty: 2064.604492
	Iteration 25Q: 3 clusters Score -64895.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -64897.566406 Penalty: 2064.604492
	Iteration 26Q: 3 clusters Score -64897.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -64898.484375 Penalty: 2064.604492
	Iteration 27F: 3 clusters Score -64898.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -64901.421875 Penalty: 2064.604492
	Iteration 28Q: 3 clusters Score -64901.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -64904.597656 Penalty: 2064.604492
	Iteration 29Q: 3 clusters Score -64904.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -64904.597656 Penalty: 2064.604492
	Iteration 30F: 3 clusters Score -64904.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105178 members 
Mstep: Class 2 contains 11339 members 
Mstep: Class 3 contains 7027 members 
Mstep: Class 4 contains 123883 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5186 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 73917 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105467 members 
Mstep: Class 12 contains 99326 members 
Mstep: Class 13 contains 96820 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68407 members 
Mstep: Class 17 contains 25236 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8678 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 166 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 17925 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34540 members 
Mstep: Class 31 contains 43810 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17847 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Mstep: Class 41 contains 408 members 
Entering Unmasked Estep 
Score: -111784216.000000 Penalty: 91479.007812
Splitting cluster 23 changes total score from -111785320.000000 to -111784216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -89541.828125 Penalty: 1078.341309
	Iteration 0F: 2 clusters Score -89541.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -88266.914062 Penalty: 2156.682617
	Iteration 0F: 3 clusters Score -88266.91 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -88477.843750 Penalty: 2156.682617
	Iteration 1F: 3 clusters Score -88477.84 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -88528.125000 Penalty: 2156.682617
	Iteration 2F: 3 clusters Score -88528.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -88558.382812 Penalty: 2156.682617
	Iteration 3Q: 3 clusters Score -88558.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -88601.187500 Penalty: 2156.682617
	Iteration 4Q: 3 clusters Score -88601.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -88625.015625 Penalty: 2156.682617
	Iteration 5Q: 3 clusters Score -88625.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -88640.851562 Penalty: 2156.682617
	Iteration 6Q: 3 clusters Score -88640.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -88654.578125 Penalty: 2156.682617
	Iteration 7Q: 3 clusters Score -88654.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -88662.054688 Penalty: 2156.682617
	Iteration 8Q: 3 clusters Score -88662.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -88666.023438 Penalty: 2156.682617
	Iteration 9Q: 3 clusters Score -88666.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -88670.578125 Penalty: 2156.682617
	Iteration 10Q: 3 clusters Score -88670.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -88672.976562 Penalty: 2156.682617
	Iteration 11Q: 3 clusters Score -88672.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -88674.132812 Penalty: 2156.682617
	Iteration 12Q: 3 clusters Score -88674.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -88675.125000 Penalty: 2156.682617
	Iteration 13Q: 3 clusters Score -88675.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -88675.968750 Penalty: 2156.682617
	Iteration 14Q: 3 clusters Score -88675.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -88677.062500 Penalty: 2156.682617
	Iteration 15Q: 3 clusters Score -88677.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -88677.500000 Penalty: 2156.682617
	Iteration 16Q: 3 clusters Score -88677.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -88678.257812 Penalty: 2156.682617
	Iteration 17Q: 3 clusters Score -88678.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -88678.257812 Penalty: 2156.682617
	Iteration 18F: 3 clusters Score -88678.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Entering Unmasked Estep 
Score: -595146.187500 Penalty: 1376.425537
	Iteration 0F: 2 clusters Score -595146.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -591302.375000 Penalty: 2752.851074
	Iteration 0F: 3 clusters Score -591302.4 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -592328.750000 Penalty: 2752.851074
	Iteration 1F: 3 clusters Score -592328.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -592488.062500 Penalty: 2752.851074
	Iteration 2F: 3 clusters Score -592488.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -592580.937500 Penalty: 2752.851074
	Iteration 3Q: 3 clusters Score -592580.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -592646.750000 Penalty: 2752.851074
	Iteration 4Q: 3 clusters Score -592646.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -592705.812500 Penalty: 2752.851074
	Iteration 5Q: 3 clusters Score -592705.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -592749.875000 Penalty: 2752.851074
	Iteration 6Q: 3 clusters Score -592749.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -592793.187500 Penalty: 2752.851074
	Iteration 7Q: 3 clusters Score -592793.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -592840.687500 Penalty: 2752.851074
	Iteration 8Q: 3 clusters Score -592840.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -592909.187500 Penalty: 2752.851074
	Iteration 9Q: 3 clusters Score -592909.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -592981.812500 Penalty: 2752.851074
	Iteration 10Q: 3 clusters Score -592981.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -593044.187500 Penalty: 2752.851074
	Iteration 11Q: 3 clusters Score -593044.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -593129.187500 Penalty: 2752.851074
	Iteration 12Q: 3 clusters Score -593129.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -593203.937500 Penalty: 2752.851074
	Iteration 13Q: 3 clusters Score -593203.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -593294.187500 Penalty: 2752.851074
	Iteration 14Q: 3 clusters Score -593294.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -593393.750000 Penalty: 2752.851074
	Iteration 15Q: 3 clusters Score -593393.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -593490.937500 Penalty: 2752.851074
	Iteration 16Q: 3 clusters Score -593490.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -593571.062500 Penalty: 2752.851074
	Iteration 17Q: 3 clusters Score -593571.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -593649.562500 Penalty: 2752.851074
	Iteration 18Q: 3 clusters Score -593649.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -593722.187500 Penalty: 2752.851074
	Iteration 19Q: 3 clusters Score -593722.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -593783.062500 Penalty: 2752.851074
	Iteration 20F: 3 clusters Score -593783.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -593827.125000 Penalty: 2752.851074
	Iteration 21Q: 3 clusters Score -593827.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -593860.375000 Penalty: 2752.851074
	Iteration 22Q: 3 clusters Score -593860.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -593887.812500 Penalty: 2752.851074
	Iteration 23Q: 3 clusters Score -593887.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -593907.125000 Penalty: 2752.851074
	Iteration 24Q: 3 clusters Score -593907.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -593928.500000 Penalty: 2752.851074
	Iteration 25Q: 3 clusters Score -593928.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -593944.937500 Penalty: 2752.851074
	Iteration 26Q: 3 clusters Score -593944.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -593962.187500 Penalty: 2752.851074
	Iteration 27Q: 3 clusters Score -593962.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -593975.875000 Penalty: 2752.851074
	Iteration 28Q: 3 clusters Score -593975.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -593982.375000 Penalty: 2752.851074
	Iteration 29Q: 3 clusters Score -593982.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -593985.250000 Penalty: 2752.851074
	Iteration 30Q: 3 clusters Score -593985.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -593985.937500 Penalty: 2752.851074
	Iteration 31Q: 3 clusters Score -593985.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -593987.000000 Penalty: 2752.851074
	Iteration 32Q: 3 clusters Score -593987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -593987.125000 Penalty: 2752.851074
	Iteration 33Q: 3 clusters Score -593987.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -593987.125000 Penalty: 2752.851074
	Iteration 34F: 3 clusters Score -593987.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Entering Unmasked Estep 
Score: -2226826.000000 Penalty: 1591.517212
	Iteration 0F: 2 clusters Score -2226826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2214450.250000 Penalty: 3183.034424
	Iteration 0F: 3 clusters Score -2214450 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2219038.000000 Penalty: 3183.034424
	Iteration 1F: 3 clusters Score -2219038 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2219400.500000 Penalty: 3183.034424
	Iteration 2F: 3 clusters Score -2219400 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2219719.500000 Penalty: 3183.034424
	Iteration 3Q: 3 clusters Score -2219720 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2220033.250000 Penalty: 3183.034424
	Iteration 4Q: 3 clusters Score -2220033 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2220317.000000 Penalty: 3183.034424
	Iteration 5Q: 3 clusters Score -2220317 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2220604.250000 Penalty: 3183.034424
	Iteration 6Q: 3 clusters Score -2220604 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2220894.250000 Penalty: 3183.034424
	Iteration 7Q: 3 clusters Score -2220894 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2221212.750000 Penalty: 3183.034424
	Iteration 8Q: 3 clusters Score -2221213 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2221569.500000 Penalty: 3183.034424
	Iteration 9Q: 3 clusters Score -2221570 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2221941.000000 Penalty: 3183.034424
	Iteration 10Q: 3 clusters Score -2221941 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2222351.750000 Penalty: 3183.034424
	Iteration 11Q: 3 clusters Score -2222352 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2222781.500000 Penalty: 3183.034424
	Iteration 12Q: 3 clusters Score -2222782 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2223136.500000 Penalty: 3183.034424
	Iteration 13Q: 3 clusters Score -2223136 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2223372.750000 Penalty: 3183.034424
	Iteration 14Q: 3 clusters Score -2223373 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2223488.250000 Penalty: 3183.034424
	Iteration 15Q: 3 clusters Score -2223488 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2223554.750000 Penalty: 3183.034424
	Iteration 16Q: 3 clusters Score -2223555 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2223600.750000 Penalty: 3183.034424
	Iteration 17Q: 3 clusters Score -2223601 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2223628.250000 Penalty: 3183.034424
	Iteration 18Q: 3 clusters Score -2223628 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2223646.250000 Penalty: 3183.034424
	Iteration 19Q: 3 clusters Score -2223646 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2223661.750000 Penalty: 3183.034424
	Iteration 20F: 3 clusters Score -2223662 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2223684.000000 Penalty: 3183.034424
	Iteration 21Q: 3 clusters Score -2223684 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2223700.750000 Penalty: 3183.034424
	Iteration 22Q: 3 clusters Score -2223701 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2223714.500000 Penalty: 3183.034424
	Iteration 23Q: 3 clusters Score -2223714 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2223723.250000 Penalty: 3183.034424
	Iteration 24Q: 3 clusters Score -2223723 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2223738.250000 Penalty: 3183.034424
	Iteration 25Q: 3 clusters Score -2223738 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2223747.500000 Penalty: 3183.034424
	Iteration 26Q: 3 clusters Score -2223748 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2223755.500000 Penalty: 3183.034424
	Iteration 27Q: 3 clusters Score -2223756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2223750.000000 Penalty: 3183.034424
	Iteration 28Q: 3 clusters Score -2223750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2223754.000000 Penalty: 3183.034424
	Iteration 29Q: 3 clusters Score -2223754 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2223759.750000 Penalty: 3183.034424
	Iteration 30Q: 3 clusters Score -2223760 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2223766.000000 Penalty: 3183.034424
	Iteration 31Q: 3 clusters Score -2223766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2223770.000000 Penalty: 3183.034424
	Iteration 32Q: 3 clusters Score -2223770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2223779.000000 Penalty: 3183.034424
	Iteration 33Q: 3 clusters Score -2223779 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2223783.250000 Penalty: 3183.034424
	Iteration 34Q: 3 clusters Score -2223783 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2223777.250000 Penalty: 3183.034424
	Iteration 35Q: 3 clusters Score -2223777 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2223781.250000 Penalty: 3183.034424
	Iteration 36Q: 3 clusters Score -2223781 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2223788.250000 Penalty: 3183.034424
	Iteration 37Q: 3 clusters Score -2223788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2223788.500000 Penalty: 3183.034424
	Iteration 38Q: 3 clusters Score -2223788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2223787.750000 Penalty: 3183.034424
	Iteration 39Q: 3 clusters Score -2223788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2223793.500000 Penalty: 3183.034424
	Iteration 40F: 3 clusters Score -2223794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2223800.000000 Penalty: 3183.034424
	Iteration 41Q: 3 clusters Score -2223800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2223800.500000 Penalty: 3183.034424
	Iteration 42Q: 3 clusters Score -2223800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2223805.500000 Penalty: 3183.034424
	Iteration 43Q: 3 clusters Score -2223806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2223808.500000 Penalty: 3183.034424
	Iteration 44Q: 3 clusters Score -2223808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2223812.500000 Penalty: 3183.034424
	Iteration 45Q: 3 clusters Score -2223812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2223809.750000 Penalty: 3183.034424
	Iteration 46Q: 3 clusters Score -2223810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2223809.000000 Penalty: 3183.034424
	Iteration 47Q: 3 clusters Score -2223809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -2223810.750000 Penalty: 3183.034424
	Iteration 48Q: 3 clusters Score -2223811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2223813.250000 Penalty: 3183.034424
	Iteration 49Q: 3 clusters Score -2223813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2223818.250000 Penalty: 3183.034424
	Iteration 50Q: 3 clusters Score -2223818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2223817.500000 Penalty: 3183.034424
	Iteration 51Q: 3 clusters Score -2223818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2223814.250000 Penalty: 3183.034424
	Iteration 52Q: 3 clusters Score -2223814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2223816.750000 Penalty: 3183.034424
	Iteration 53Q: 3 clusters Score -2223817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2223815.750000 Penalty: 3183.034424
	Iteration 54Q: 3 clusters Score -2223816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2223813.750000 Penalty: 3183.034424
	Iteration 55Q: 3 clusters Score -2223814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2223819.750000 Penalty: 3183.034424
	Iteration 56Q: 3 clusters Score -2223820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2223819.250000 Penalty: 3183.034424
	Iteration 57Q: 3 clusters Score -2223819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2223821.750000 Penalty: 3183.034424
	Iteration 58Q: 3 clusters Score -2223822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2223819.500000 Penalty: 3183.034424
	Iteration 59Q: 3 clusters Score -2223820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2223819.000000 Penalty: 3183.034424
	Iteration 60F: 3 clusters Score -2223819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -2223825.750000 Penalty: 3183.034424
	Iteration 61Q: 3 clusters Score -2223826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2223831.250000 Penalty: 3183.034424
	Iteration 62Q: 3 clusters Score -2223831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2223827.000000 Penalty: 3183.034424
	Iteration 63Q: 3 clusters Score -2223827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2223828.500000 Penalty: 3183.034424
	Iteration 64Q: 3 clusters Score -2223828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2223829.750000 Penalty: 3183.034424
	Iteration 65Q: 3 clusters Score -2223830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2223831.250000 Penalty: 3183.034424
	Iteration 66Q: 3 clusters Score -2223831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2223832.250000 Penalty: 3183.034424
	Iteration 67Q: 3 clusters Score -2223832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2223830.750000 Penalty: 3183.034424
	Iteration 68Q: 3 clusters Score -2223831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2223827.250000 Penalty: 3183.034424
	Iteration 69Q: 3 clusters Score -2223827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2223828.500000 Penalty: 3183.034424
	Iteration 70Q: 3 clusters Score -2223828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2223830.000000 Penalty: 3183.034424
	Iteration 71Q: 3 clusters Score -2223830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2223832.000000 Penalty: 3183.034424
	Iteration 72Q: 3 clusters Score -2223832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2223832.000000 Penalty: 3183.034424
	Iteration 73F: 3 clusters Score -2223832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Entering Unmasked Estep 
Score: -795685.125000 Penalty: 1432.762695
	Iteration 0F: 2 clusters Score -795685.1 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 3263 members 
Entering Unmasked Estep 
Score: -790605.375000 Penalty: 2865.525391
	Iteration 0F: 3 clusters Score -790605.4 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -792407.312500 Penalty: 2865.525391
	Iteration 1F: 3 clusters Score -792407.3 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -792901.625000 Penalty: 2865.525391
	Iteration 2F: 3 clusters Score -792901.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -793357.375000 Penalty: 2865.525391
	Iteration 3F: 3 clusters Score -793357.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -793698.250000 Penalty: 2865.525391
	Iteration 4F: 3 clusters Score -793698.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -794008.312500 Penalty: 2865.525391
	Iteration 5F: 3 clusters Score -794008.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -794275.875000 Penalty: 2865.525391
	Iteration 6F: 3 clusters Score -794275.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -794554.312500 Penalty: 2865.525391
	Iteration 7Q: 3 clusters Score -794554.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -794777.250000 Penalty: 2865.525391
	Iteration 8Q: 3 clusters Score -794777.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -794970.625000 Penalty: 2865.525391
	Iteration 9Q: 3 clusters Score -794970.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -795104.812500 Penalty: 2865.525391
	Iteration 10Q: 3 clusters Score -795104.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -795184.187500 Penalty: 2865.525391
	Iteration 11Q: 3 clusters Score -795184.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -795250.250000 Penalty: 2865.525391
	Iteration 12Q: 3 clusters Score -795250.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -795297.750000 Penalty: 2865.525391
	Iteration 13Q: 3 clusters Score -795297.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -795335.250000 Penalty: 2865.525391
	Iteration 14Q: 3 clusters Score -795335.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -795360.937500 Penalty: 2865.525391
	Iteration 15Q: 3 clusters Score -795360.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -795394.000000 Penalty: 2865.525391
	Iteration 16Q: 3 clusters Score -795394 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -795418.750000 Penalty: 2865.525391
	Iteration 17Q: 3 clusters Score -795418.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -795433.875000 Penalty: 2865.525391
	Iteration 18Q: 3 clusters Score -795433.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -795453.312500 Penalty: 2865.525391
	Iteration 19Q: 3 clusters Score -795453.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -795473.687500 Penalty: 2865.525391
	Iteration 20F: 3 clusters Score -795473.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -795489.000000 Penalty: 2865.525391
	Iteration 21Q: 3 clusters Score -795489 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -795501.062500 Penalty: 2865.525391
	Iteration 22Q: 3 clusters Score -795501.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -795517.312500 Penalty: 2865.525391
	Iteration 23Q: 3 clusters Score -795517.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -795537.312500 Penalty: 2865.525391
	Iteration 24Q: 3 clusters Score -795537.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -795548.875000 Penalty: 2865.525391
	Iteration 25Q: 3 clusters Score -795548.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -795554.812500 Penalty: 2865.525391
	Iteration 26Q: 3 clusters Score -795554.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -795561.062500 Penalty: 2865.525391
	Iteration 27Q: 3 clusters Score -795561.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -795567.187500 Penalty: 2865.525391
	Iteration 28Q: 3 clusters Score -795567.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -795569.812500 Penalty: 2865.525391
	Iteration 29Q: 3 clusters Score -795569.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -795572.875000 Penalty: 2865.525391
	Iteration 30Q: 3 clusters Score -795572.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -795576.187500 Penalty: 2865.525391
	Iteration 31Q: 3 clusters Score -795576.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -795579.187500 Penalty: 2865.525391
	Iteration 32Q: 3 clusters Score -795579.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -795586.187500 Penalty: 2865.525391
	Iteration 33Q: 3 clusters Score -795586.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -795593.687500 Penalty: 2865.525391
	Iteration 34Q: 3 clusters Score -795593.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -795598.500000 Penalty: 2865.525391
	Iteration 35Q: 3 clusters Score -795598.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -795605.000000 Penalty: 2865.525391
	Iteration 36Q: 3 clusters Score -795605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -795613.062500 Penalty: 2865.525391
	Iteration 37Q: 3 clusters Score -795613.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -795619.812500 Penalty: 2865.525391
	Iteration 38Q: 3 clusters Score -795619.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -795638.750000 Penalty: 2865.525391
	Iteration 39Q: 3 clusters Score -795638.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -795676.000000 Penalty: 2865.525391
	Iteration 40F: 3 clusters Score -795676 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -795703.375000 Penalty: 2865.525391
	Iteration 41Q: 3 clusters Score -795703.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -795716.875000 Penalty: 2865.525391
	Iteration 42Q: 3 clusters Score -795716.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -795726.500000 Penalty: 2865.525391
	Iteration 43Q: 3 clusters Score -795726.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -795732.875000 Penalty: 2865.525391
	Iteration 44Q: 3 clusters Score -795732.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -795735.187500 Penalty: 2865.525391
	Iteration 45Q: 3 clusters Score -795735.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -795739.812500 Penalty: 2865.525391
	Iteration 46Q: 3 clusters Score -795739.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -795752.687500 Penalty: 2865.525391
	Iteration 47Q: 3 clusters Score -795752.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -795768.687500 Penalty: 2865.525391
	Iteration 48Q: 3 clusters Score -795768.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -795787.812500 Penalty: 2865.525391
	Iteration 49Q: 3 clusters Score -795787.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -795795.312500 Penalty: 2865.525391
	Iteration 50Q: 3 clusters Score -795795.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -795800.937500 Penalty: 2865.525391
	Iteration 51Q: 3 clusters Score -795800.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -795802.812500 Penalty: 2865.525391
	Iteration 52Q: 3 clusters Score -795802.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -795806.562500 Penalty: 2865.525391
	Iteration 53Q: 3 clusters Score -795806.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -795805.812500 Penalty: 2865.525391
	Iteration 54Q: 3 clusters Score -795805.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -795808.562500 Penalty: 2865.525391
	Iteration 55Q: 3 clusters Score -795808.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -795807.937500 Penalty: 2865.525391
	Iteration 56Q: 3 clusters Score -795807.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -795810.312500 Penalty: 2865.525391
	Iteration 57Q: 3 clusters Score -795810.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -795811.062500 Penalty: 2865.525391
	Iteration 58Q: 3 clusters Score -795811.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -795810.750000 Penalty: 2865.525391
	Iteration 59Q: 3 clusters Score -795810.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -795810.750000 Penalty: 2865.525391
	Iteration 60F: 3 clusters Score -795810.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105178 members 
Mstep: Class 2 contains 11339 members 
Mstep: Class 3 contains 7027 members 
Mstep: Class 4 contains 123883 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5186 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 73917 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105467 members 
Mstep: Class 12 contains 99326 members 
Mstep: Class 13 contains 96820 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68407 members 
Mstep: Class 17 contains 25236 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8678 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 17925 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34540 members 
Mstep: Class 31 contains 43810 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17847 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Mstep: Class 41 contains 5537 members 
Entering Unmasked Estep 
Score: -111785008.000000 Penalty: 91479.007812
Splitting cluster 27 changes total score from -111785320.000000 to -111785008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -30122.925781 Penalty: 958.287476
	Iteration 0F: 2 clusters Score -30122.93 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 186 members 
Entering Unmasked Estep 
Score: -29281.250000 Penalty: 1916.574951
	Iteration 0F: 3 clusters Score -29281.25 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29525.269531 Penalty: 1916.574951
	Iteration 1F: 3 clusters Score -29525.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -29589.580078 Penalty: 1916.574951
	Iteration 2F: 3 clusters Score -29589.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29632.408203 Penalty: 1916.574951
	Iteration 3Q: 3 clusters Score -29632.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29662.324219 Penalty: 1916.574951
	Iteration 4Q: 3 clusters Score -29662.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29689.521484 Penalty: 1916.574951
	Iteration 5Q: 3 clusters Score -29689.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29720.462891 Penalty: 1916.574951
	Iteration 6Q: 3 clusters Score -29720.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29735.693359 Penalty: 1916.574951
	Iteration 7Q: 3 clusters Score -29735.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29751.830078 Penalty: 1916.574951
	Iteration 8Q: 3 clusters Score -29751.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -29768.121094 Penalty: 1916.574951
	Iteration 9Q: 3 clusters Score -29768.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29772.640625 Penalty: 1916.574951
	Iteration 10Q: 3 clusters Score -29772.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29779.671875 Penalty: 1916.574951
	Iteration 11Q: 3 clusters Score -29779.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29788.085938 Penalty: 1916.574951
	Iteration 12Q: 3 clusters Score -29788.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29790.095703 Penalty: 1916.574951
	Iteration 13Q: 3 clusters Score -29790.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29790.792969 Penalty: 1916.574951
	Iteration 14Q: 3 clusters Score -29790.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29790.792969 Penalty: 1916.574951
	Iteration 15F: 3 clusters Score -29790.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Entering Unmasked Estep 
Score: -1178670.875000 Penalty: 1487.453247
	Iteration 0F: 2 clusters Score -1178671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1171904.750000 Penalty: 2974.906494
	Iteration 0F: 3 clusters Score -1171905 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1174212.625000 Penalty: 2974.906494
	Iteration 1F: 3 clusters Score -1174213 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1174606.750000 Penalty: 2974.906494
	Iteration 2F: 3 clusters Score -1174607 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1174917.875000 Penalty: 2974.906494
	Iteration 3F: 3 clusters Score -1174918 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1175168.875000 Penalty: 2974.906494
	Iteration 4F: 3 clusters Score -1175169 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1175384.125000 Penalty: 2974.906494
	Iteration 5Q: 3 clusters Score -1175384 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1175636.125000 Penalty: 2974.906494
	Iteration 6Q: 3 clusters Score -1175636 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1175937.000000 Penalty: 2974.906494
	Iteration 7Q: 3 clusters Score -1175937 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1176310.125000 Penalty: 2974.906494
	Iteration 8F: 3 clusters Score -1176310 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1176725.000000 Penalty: 2974.906494
	Iteration 9F: 3 clusters Score -1176725 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1177094.375000 Penalty: 2974.906494
	Iteration 10Q: 3 clusters Score -1177094 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1177373.750000 Penalty: 2974.906494
	Iteration 11Q: 3 clusters Score -1177374 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1177572.250000 Penalty: 2974.906494
	Iteration 12Q: 3 clusters Score -1177572 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1177693.125000 Penalty: 2974.906494
	Iteration 13Q: 3 clusters Score -1177693 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1177784.750000 Penalty: 2974.906494
	Iteration 14Q: 3 clusters Score -1177785 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1177859.750000 Penalty: 2974.906494
	Iteration 15Q: 3 clusters Score -1177860 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1177901.125000 Penalty: 2974.906494
	Iteration 16Q: 3 clusters Score -1177901 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1177938.750000 Penalty: 2974.906494
	Iteration 17Q: 3 clusters Score -1177939 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1177965.875000 Penalty: 2974.906494
	Iteration 18Q: 3 clusters Score -1177966 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1177981.500000 Penalty: 2974.906494
	Iteration 19Q: 3 clusters Score -1177982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1177995.000000 Penalty: 2974.906494
	Iteration 20F: 3 clusters Score -1177995 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1177999.625000 Penalty: 2974.906494
	Iteration 21Q: 3 clusters Score -1178000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1178004.875000 Penalty: 2974.906494
	Iteration 22Q: 3 clusters Score -1178005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1178005.000000 Penalty: 2974.906494
	Iteration 23Q: 3 clusters Score -1178005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1178009.750000 Penalty: 2974.906494
	Iteration 24Q: 3 clusters Score -1178010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1178012.375000 Penalty: 2974.906494
	Iteration 25Q: 3 clusters Score -1178012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1178011.000000 Penalty: 2974.906494
	Iteration 26Q: 3 clusters Score -1178011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1178014.500000 Penalty: 2974.906494
	Iteration 27Q: 3 clusters Score -1178014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1178013.250000 Penalty: 2974.906494
	Iteration 28Q: 3 clusters Score -1178013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1178012.750000 Penalty: 2974.906494
	Iteration 29Q: 3 clusters Score -1178013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1178011.750000 Penalty: 2974.906494
	Iteration 30Q: 3 clusters Score -1178012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1178012.750000 Penalty: 2974.906494
	Iteration 31Q: 3 clusters Score -1178013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1178014.125000 Penalty: 2974.906494
	Iteration 32Q: 3 clusters Score -1178014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1178014.125000 Penalty: 2974.906494
	Iteration 33Q: 3 clusters Score -1178014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1178014.125000 Penalty: 2974.906494
	Iteration 34F: 3 clusters Score -1178014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (34540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Entering Unmasked Estep 
Score: -4249685.500000 Penalty: 1698.104370
	Iteration 0F: 2 clusters Score -4249686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -4226509.500000 Penalty: 3396.208740
	Iteration 0F: 3 clusters Score -4226510 nChanged 16058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -4235650.500000 Penalty: 3396.208740
	Iteration 1F: 3 clusters Score -4235650 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -4236241.000000 Penalty: 3396.208740
	Iteration 2Q: 3 clusters Score -4236241 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -4236929.500000 Penalty: 3396.208740
	Iteration 3Q: 3 clusters Score -4236930 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -4237820.500000 Penalty: 3396.208740
	Iteration 4F: 3 clusters Score -4237820 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -4238993.000000 Penalty: 3396.208740
	Iteration 5F: 3 clusters Score -4238993 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -4240452.500000 Penalty: 3396.208740
	Iteration 6F: 3 clusters Score -4240452 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -4242106.500000 Penalty: 3396.208740
	Iteration 7F: 3 clusters Score -4242106 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -4243550.500000 Penalty: 3396.208740
	Iteration 8F: 3 clusters Score -4243550 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -4244694.000000 Penalty: 3396.208740
	Iteration 9Q: 3 clusters Score -4244694 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -4245552.500000 Penalty: 3396.208740
	Iteration 10Q: 3 clusters Score -4245552 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -4246199.000000 Penalty: 3396.208740
	Iteration 11Q: 3 clusters Score -4246199 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -4246679.500000 Penalty: 3396.208740
	Iteration 12Q: 3 clusters Score -4246680 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -4247009.500000 Penalty: 3396.208740
	Iteration 13Q: 3 clusters Score -4247010 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -4247269.000000 Penalty: 3396.208740
	Iteration 14Q: 3 clusters Score -4247269 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -4247464.500000 Penalty: 3396.208740
	Iteration 15Q: 3 clusters Score -4247464 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -4247621.000000 Penalty: 3396.208740
	Iteration 16Q: 3 clusters Score -4247621 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -4247771.500000 Penalty: 3396.208740
	Iteration 17Q: 3 clusters Score -4247772 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -4247896.500000 Penalty: 3396.208740
	Iteration 18Q: 3 clusters Score -4247896 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -4247985.500000 Penalty: 3396.208740
	Iteration 19Q: 3 clusters Score -4247986 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -4248043.500000 Penalty: 3396.208740
	Iteration 20F: 3 clusters Score -4248044 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -4248071.000000 Penalty: 3396.208740
	Iteration 21Q: 3 clusters Score -4248071 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -4248125.500000 Penalty: 3396.208740
	Iteration 22Q: 3 clusters Score -4248126 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -4248155.000000 Penalty: 3396.208740
	Iteration 23Q: 3 clusters Score -4248155 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -4248177.000000 Penalty: 3396.208740
	Iteration 24Q: 3 clusters Score -4248177 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -4248207.000000 Penalty: 3396.208740
	Iteration 25Q: 3 clusters Score -4248207 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -4248226.500000 Penalty: 3396.208740
	Iteration 26Q: 3 clusters Score -4248226 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -4248247.000000 Penalty: 3396.208740
	Iteration 27Q: 3 clusters Score -4248247 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
Score: -4248248.000000 Penalty: 3396.208740
	Iteration 28Q: 3 clusters Score -4248248 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -4248258.000000 Penalty: 3396.208740
	Iteration 29Q: 3 clusters Score -4248258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -4248264.000000 Penalty: 3396.208740
	Iteration 30Q: 3 clusters Score -4248264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -4248272.000000 Penalty: 3396.208740
	Iteration 31Q: 3 clusters Score -4248272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -4248275.500000 Penalty: 3396.208740
	Iteration 32Q: 3 clusters Score -4248276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -4248281.500000 Penalty: 3396.208740
	Iteration 33Q: 3 clusters Score -4248282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -4248287.000000 Penalty: 3396.208740
	Iteration 34Q: 3 clusters Score -4248287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -4248290.000000 Penalty: 3396.208740
	Iteration 35Q: 3 clusters Score -4248290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -4248292.500000 Penalty: 3396.208740
	Iteration 36Q: 3 clusters Score -4248292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -4248296.500000 Penalty: 3396.208740
	Iteration 37Q: 3 clusters Score -4248296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -4248305.000000 Penalty: 3396.208740
	Iteration 38Q: 3 clusters Score -4248305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -4248307.500000 Penalty: 3396.208740
	Iteration 39Q: 3 clusters Score -4248308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -4248307.500000 Penalty: 3396.208740
	Iteration 40F: 3 clusters Score -4248308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -4248308.500000 Penalty: 3396.208740
	Iteration 41Q: 3 clusters Score -4248308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -4248311.500000 Penalty: 3396.208740
	Iteration 42Q: 3 clusters Score -4248312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -4248320.000000 Penalty: 3396.208740
	Iteration 43Q: 3 clusters Score -4248320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -4248322.500000 Penalty: 3396.208740
	Iteration 44Q: 3 clusters Score -4248322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -4248325.000000 Penalty: 3396.208740
	Iteration 45Q: 3 clusters Score -4248325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -4248331.500000 Penalty: 3396.208740
	Iteration 46Q: 3 clusters Score -4248332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -4248341.000000 Penalty: 3396.208740
	Iteration 47Q: 3 clusters Score -4248341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -4248347.000000 Penalty: 3396.208740
	Iteration 48Q: 3 clusters Score -4248347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -4248351.500000 Penalty: 3396.208740
	Iteration 49Q: 3 clusters Score -4248352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -4248357.000000 Penalty: 3396.208740
	Iteration 50Q: 3 clusters Score -4248357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -4248361.000000 Penalty: 3396.208740
	Iteration 51Q: 3 clusters Score -4248361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -4248369.500000 Penalty: 3396.208740
	Iteration 52Q: 3 clusters Score -4248370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -4248376.000000 Penalty: 3396.208740
	Iteration 53Q: 3 clusters Score -4248376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -4248383.000000 Penalty: 3396.208740
	Iteration 54Q: 3 clusters Score -4248383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -4248388.000000 Penalty: 3396.208740
	Iteration 55Q: 3 clusters Score -4248388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -4248389.500000 Penalty: 3396.208740
	Iteration 56Q: 3 clusters Score -4248390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -4248398.000000 Penalty: 3396.208740
	Iteration 57Q: 3 clusters Score -4248398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -4248397.000000 Penalty: 3396.208740
	Iteration 58Q: 3 clusters Score -4248397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -4248408.000000 Penalty: 3396.208740
	Iteration 59Q: 3 clusters Score -4248408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -4248405.000000 Penalty: 3396.208740
	Iteration 60F: 3 clusters Score -4248405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -4248407.000000 Penalty: 3396.208740
	Iteration 61Q: 3 clusters Score -4248407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -4248410.000000 Penalty: 3396.208740
	Iteration 62Q: 3 clusters Score -4248410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -4248409.500000 Penalty: 3396.208740
	Iteration 63Q: 3 clusters Score -4248410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -4248409.500000 Penalty: 3396.208740
	Iteration 64F: 3 clusters Score -4248410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (43810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43810 members 
Entering Unmasked Estep 
Score: -5312051.500000 Penalty: 1736.737793
	Iteration 0F: 2 clusters Score -5312052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -5282655.000000 Penalty: 3473.475586
	Iteration 0F: 3 clusters Score -5282655 nChanged 20432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -5294416.000000 Penalty: 3473.475586
	Iteration 1F: 3 clusters Score -5294416 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -5295179.000000 Penalty: 3473.475586
	Iteration 2Q: 3 clusters Score -5295179 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -5296164.000000 Penalty: 3473.475586
	Iteration 3F: 3 clusters Score -5296164 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -5297500.000000 Penalty: 3473.475586
	Iteration 4F: 3 clusters Score -5297500 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -5299381.000000 Penalty: 3473.475586
	Iteration 5F: 3 clusters Score -5299381 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -5301681.000000 Penalty: 3473.475586
	Iteration 6F: 3 clusters Score -5301681 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -5304311.500000 Penalty: 3473.475586
	Iteration 7F: 3 clusters Score -5304312 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -5306609.000000 Penalty: 3473.475586
	Iteration 8F: 3 clusters Score -5306609 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -5308338.000000 Penalty: 3473.475586
	Iteration 9Q: 3 clusters Score -5308338 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -5309352.000000 Penalty: 3473.475586
	Iteration 10Q: 3 clusters Score -5309352 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -5309908.000000 Penalty: 3473.475586
	Iteration 11Q: 3 clusters Score -5309908 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -5310220.000000 Penalty: 3473.475586
	Iteration 12Q: 3 clusters Score -5310220 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -5310360.500000 Penalty: 3473.475586
	Iteration 13Q: 3 clusters Score -5310360 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -5310443.000000 Penalty: 3473.475586
	Iteration 14Q: 3 clusters Score -5310443 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
Score: -5310465.500000 Penalty: 3473.475586
	Iteration 15Q: 3 clusters Score -5310466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
Score: -5310479.000000 Penalty: 3473.475586
	Iteration 16Q: 3 clusters Score -5310479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -5310496.500000 Penalty: 3473.475586
	Iteration 17Q: 3 clusters Score -5310496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -5310505.000000 Penalty: 3473.475586
	Iteration 18Q: 3 clusters Score -5310505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -5310516.000000 Penalty: 3473.475586
	Iteration 19Q: 3 clusters Score -5310516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -5310530.000000 Penalty: 3473.475586
	Iteration 20F: 3 clusters Score -5310530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -5310547.500000 Penalty: 3473.475586
	Iteration 21Q: 3 clusters Score -5310548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -5310543.000000 Penalty: 3473.475586
	Iteration 22Q: 3 clusters Score -5310543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -5310551.500000 Penalty: 3473.475586
	Iteration 23Q: 3 clusters Score -5310552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -5310561.500000 Penalty: 3473.475586
	Iteration 24Q: 3 clusters Score -5310562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -5310563.500000 Penalty: 3473.475586
	Iteration 25Q: 3 clusters Score -5310564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 43574 members 
Entering Unmasked Estep 
Score: -5310564.500000 Penalty: 3473.475586
	Iteration 26Q: 3 clusters Score -5310564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -5310561.500000 Penalty: 3473.475586
	Iteration 27Q: 3 clusters Score -5310562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -5310566.500000 Penalty: 3473.475586
	Iteration 28Q: 3 clusters Score -5310566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -5310573.000000 Penalty: 3473.475586
	Iteration 29Q: 3 clusters Score -5310573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -5310573.500000 Penalty: 3473.475586
	Iteration 30Q: 3 clusters Score -5310574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -5310575.500000 Penalty: 3473.475586
	Iteration 31Q: 3 clusters Score -5310576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -5310577.500000 Penalty: 3473.475586
	Iteration 32Q: 3 clusters Score -5310578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -5310577.500000 Penalty: 3473.475586
	Iteration 33F: 3 clusters Score -5310578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Entering Unmasked Estep 
Score: -214407.343750 Penalty: 1229.104492
	Iteration 0F: 2 clusters Score -214407.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -212355.515625 Penalty: 2458.208984
	Iteration 0F: 3 clusters Score -212355.5 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -212790.531250 Penalty: 2458.208984
	Iteration 1F: 3 clusters Score -212790.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -212911.359375 Penalty: 2458.208984
	Iteration 2F: 3 clusters Score -212911.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -212978.671875 Penalty: 2458.208984
	Iteration 3Q: 3 clusters Score -212978.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -213049.734375 Penalty: 2458.208984
	Iteration 4Q: 3 clusters Score -213049.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -213111.468750 Penalty: 2458.208984
	Iteration 5Q: 3 clusters Score -213111.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -213157.859375 Penalty: 2458.208984
	Iteration 6Q: 3 clusters Score -213157.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -213188.046875 Penalty: 2458.208984
	Iteration 7Q: 3 clusters Score -213188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -213205.421875 Penalty: 2458.208984
	Iteration 8Q: 3 clusters Score -213205.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -213221.953125 Penalty: 2458.208984
	Iteration 9Q: 3 clusters Score -213222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -213234.890625 Penalty: 2458.208984
	Iteration 10Q: 3 clusters Score -213234.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -213243.390625 Penalty: 2458.208984
	Iteration 11Q: 3 clusters Score -213243.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -213254.125000 Penalty: 2458.208984
	Iteration 12Q: 3 clusters Score -213254.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -213266.156250 Penalty: 2458.208984
	Iteration 13Q: 3 clusters Score -213266.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -213276.359375 Penalty: 2458.208984
	Iteration 14Q: 3 clusters Score -213276.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -213290.171875 Penalty: 2458.208984
	Iteration 15Q: 3 clusters Score -213290.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -213297.500000 Penalty: 2458.208984
	Iteration 16Q: 3 clusters Score -213297.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -213301.906250 Penalty: 2458.208984
	Iteration 17Q: 3 clusters Score -213301.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -213303.734375 Penalty: 2458.208984
	Iteration 18Q: 3 clusters Score -213303.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -213303.734375 Penalty: 2458.208984
	Iteration 19F: 3 clusters Score -213303.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -15498.875000 Penalty: 906.091736
	Iteration 0F: 2 clusters Score -15498.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14748.940430 Penalty: 1812.183472
	Iteration 0F: 3 clusters Score -14748.94 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15152.309570 Penalty: 1812.183472
	Iteration 1F: 3 clusters Score -15152.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15357.516602 Penalty: 1812.183472
	Iteration 2F: 3 clusters Score -15357.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15551.645508 Penalty: 1812.183472
	Iteration 3F: 3 clusters Score -15551.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15647.852539 Penalty: 1812.183472
	Iteration 4Q: 3 clusters Score -15647.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15713.110352 Penalty: 1812.183472
	Iteration 5Q: 3 clusters Score -15713.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15745.415039 Penalty: 1812.183472
	Iteration 6Q: 3 clusters Score -15745.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15750.561523 Penalty: 1812.183472
	Iteration 7F: 3 clusters Score -15750.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15757.722656 Penalty: 1812.183472
	Iteration 8Q: 3 clusters Score -15757.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15758.351562 Penalty: 1812.183472
	Iteration 9Q: 3 clusters Score -15758.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15758.351562 Penalty: 1812.183472
	Iteration 10F: 3 clusters Score -15758.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105178 members 
Mstep: Class 2 contains 11339 members 
Mstep: Class 3 contains 7027 members 
Mstep: Class 4 contains 123883 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5186 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 73917 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105467 members 
Mstep: Class 12 contains 99326 members 
Mstep: Class 13 contains 96820 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68407 members 
Mstep: Class 17 contains 25236 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8678 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 17925 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34540 members 
Mstep: Class 31 contains 43810 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 145 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17847 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Mstep: Class 41 contains 119 members 
Entering Unmasked Estep 
Score: -111784296.000000 Penalty: 91479.007812
Splitting cluster 33 changes total score from -111785320.000000 to -111784296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (2946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Entering Unmasked Estep 
Score: -363151.437500 Penalty: 1298.083130
	Iteration 0F: 2 clusters Score -363151.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -360439.218750 Penalty: 2596.166260
	Iteration 0F: 3 clusters Score -360439.2 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -361073.968750 Penalty: 2596.166260
	Iteration 1F: 3 clusters Score -361074 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -361264.812500 Penalty: 2596.166260
	Iteration 2F: 3 clusters Score -361264.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -361512.093750 Penalty: 2596.166260
	Iteration 3F: 3 clusters Score -361512.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -361856.156250 Penalty: 2596.166260
	Iteration 4F: 3 clusters Score -361856.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -362148.218750 Penalty: 2596.166260
	Iteration 5F: 3 clusters Score -362148.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -362434.468750 Penalty: 2596.166260
	Iteration 6F: 3 clusters Score -362434.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -362766.031250 Penalty: 2596.166260
	Iteration 7F: 3 clusters Score -362766 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -363072.468750 Penalty: 2596.166260
	Iteration 8F: 3 clusters Score -363072.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -363288.656250 Penalty: 2596.166260
	Iteration 9Q: 3 clusters Score -363288.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -363423.843750 Penalty: 2596.166260
	Iteration 10Q: 3 clusters Score -363423.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -363504.875000 Penalty: 2596.166260
	Iteration 11Q: 3 clusters Score -363504.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -363573.281250 Penalty: 2596.166260
	Iteration 12Q: 3 clusters Score -363573.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -363657.031250 Penalty: 2596.166260
	Iteration 13Q: 3 clusters Score -363657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -363679.750000 Penalty: 2596.166260
	Iteration 14Q: 3 clusters Score -363679.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -363692.656250 Penalty: 2596.166260
	Iteration 15Q: 3 clusters Score -363692.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -363698.062500 Penalty: 2596.166260
	Iteration 16Q: 3 clusters Score -363698.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -363701.281250 Penalty: 2596.166260
	Iteration 17Q: 3 clusters Score -363701.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -363702.250000 Penalty: 2596.166260
	Iteration 18Q: 3 clusters Score -363702.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -363702.250000 Penalty: 2596.166260
	Iteration 19F: 3 clusters Score -363702.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105178 members 
Mstep: Class 2 contains 11339 members 
Mstep: Class 3 contains 7027 members 
Mstep: Class 4 contains 123883 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5186 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 73917 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105467 members 
Mstep: Class 12 contains 99326 members 
Mstep: Class 13 contains 96820 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68407 members 
Mstep: Class 17 contains 25236 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8678 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 17925 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34540 members 
Mstep: Class 31 contains 43810 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 17847 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Mstep: Class 41 contains 2420 members 
Entering Unmasked Estep 
Score: -111785072.000000 Penalty: 91479.007812
Splitting cluster 34 changes total score from -111785320.000000 to -111785072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (17847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Entering Unmasked Estep 
Score: -2215399.500000 Penalty: 1590.808472
	Iteration 0F: 2 clusters Score -2215400 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 8866 members 
Entering Unmasked Estep 
Score: -2203014.500000 Penalty: 3181.616943
	Iteration 0F: 3 clusters Score -2203014 nChanged 8092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2207436.000000 Penalty: 3181.616943
	Iteration 1F: 3 clusters Score -2207436 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2207847.000000 Penalty: 3181.616943
	Iteration 2F: 3 clusters Score -2207847 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2208336.750000 Penalty: 3181.616943
	Iteration 3F: 3 clusters Score -2208337 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2209033.000000 Penalty: 3181.616943
	Iteration 4F: 3 clusters Score -2209033 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2209923.750000 Penalty: 3181.616943
	Iteration 5F: 3 clusters Score -2209924 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -2210829.000000 Penalty: 3181.616943
	Iteration 6F: 3 clusters Score -2210829 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -2211666.500000 Penalty: 3181.616943
	Iteration 7F: 3 clusters Score -2211666 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2212258.500000 Penalty: 3181.616943
	Iteration 8F: 3 clusters Score -2212258 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -2212734.750000 Penalty: 3181.616943
	Iteration 9Q: 3 clusters Score -2212735 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2213073.750000 Penalty: 3181.616943
	Iteration 10Q: 3 clusters Score -2213074 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2213314.500000 Penalty: 3181.616943
	Iteration 11Q: 3 clusters Score -2213314 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2213483.750000 Penalty: 3181.616943
	Iteration 12Q: 3 clusters Score -2213484 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2213596.500000 Penalty: 3181.616943
	Iteration 13Q: 3 clusters Score -2213596 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2213706.750000 Penalty: 3181.616943
	Iteration 14Q: 3 clusters Score -2213707 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2213790.750000 Penalty: 3181.616943
	Iteration 15Q: 3 clusters Score -2213791 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2213856.000000 Penalty: 3181.616943
	Iteration 16Q: 3 clusters Score -2213856 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2213920.250000 Penalty: 3181.616943
	Iteration 17Q: 3 clusters Score -2213920 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2213962.500000 Penalty: 3181.616943
	Iteration 18Q: 3 clusters Score -2213962 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2214017.250000 Penalty: 3181.616943
	Iteration 19Q: 3 clusters Score -2214017 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2214058.000000 Penalty: 3181.616943
	Iteration 20F: 3 clusters Score -2214058 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2214085.000000 Penalty: 3181.616943
	Iteration 21Q: 3 clusters Score -2214085 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2214119.250000 Penalty: 3181.616943
	Iteration 22Q: 3 clusters Score -2214119 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2214146.500000 Penalty: 3181.616943
	Iteration 23Q: 3 clusters Score -2214146 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2214176.000000 Penalty: 3181.616943
	Iteration 24Q: 3 clusters Score -2214176 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2214194.250000 Penalty: 3181.616943
	Iteration 25Q: 3 clusters Score -2214194 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2214224.250000 Penalty: 3181.616943
	Iteration 26Q: 3 clusters Score -2214224 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2214248.000000 Penalty: 3181.616943
	Iteration 27Q: 3 clusters Score -2214248 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2214262.500000 Penalty: 3181.616943
	Iteration 28Q: 3 clusters Score -2214262 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2214283.000000 Penalty: 3181.616943
	Iteration 29Q: 3 clusters Score -2214283 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2214315.250000 Penalty: 3181.616943
	Iteration 30Q: 3 clusters Score -2214315 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2214328.250000 Penalty: 3181.616943
	Iteration 31Q: 3 clusters Score -2214328 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2214349.250000 Penalty: 3181.616943
	Iteration 32Q: 3 clusters Score -2214349 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2214359.250000 Penalty: 3181.616943
	Iteration 33Q: 3 clusters Score -2214359 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2214374.750000 Penalty: 3181.616943
	Iteration 34Q: 3 clusters Score -2214375 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2214376.250000 Penalty: 3181.616943
	Iteration 35Q: 3 clusters Score -2214376 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2214383.000000 Penalty: 3181.616943
	Iteration 36Q: 3 clusters Score -2214383 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2214387.500000 Penalty: 3181.616943
	Iteration 37Q: 3 clusters Score -2214388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2214393.500000 Penalty: 3181.616943
	Iteration 38Q: 3 clusters Score -2214394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2214398.250000 Penalty: 3181.616943
	Iteration 39Q: 3 clusters Score -2214398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2214406.250000 Penalty: 3181.616943
	Iteration 40F: 3 clusters Score -2214406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2214415.500000 Penalty: 3181.616943
	Iteration 41Q: 3 clusters Score -2214416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2214427.000000 Penalty: 3181.616943
	Iteration 42Q: 3 clusters Score -2214427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2214434.500000 Penalty: 3181.616943
	Iteration 43Q: 3 clusters Score -2214434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2214434.250000 Penalty: 3181.616943
	Iteration 44Q: 3 clusters Score -2214434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2214435.000000 Penalty: 3181.616943
	Iteration 45Q: 3 clusters Score -2214435 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2214435.500000 Penalty: 3181.616943
	Iteration 46Q: 3 clusters Score -2214436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2214444.750000 Penalty: 3181.616943
	Iteration 47Q: 3 clusters Score -2214445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2214450.750000 Penalty: 3181.616943
	Iteration 48Q: 3 clusters Score -2214451 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2214454.000000 Penalty: 3181.616943
	Iteration 49Q: 3 clusters Score -2214454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2214461.500000 Penalty: 3181.616943
	Iteration 50Q: 3 clusters Score -2214462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2214464.500000 Penalty: 3181.616943
	Iteration 51Q: 3 clusters Score -2214464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2214470.750000 Penalty: 3181.616943
	Iteration 52Q: 3 clusters Score -2214471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2214472.000000 Penalty: 3181.616943
	Iteration 53Q: 3 clusters Score -2214472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2214472.250000 Penalty: 3181.616943
	Iteration 54Q: 3 clusters Score -2214472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2214472.000000 Penalty: 3181.616943
	Iteration 55Q: 3 clusters Score -2214472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2214471.500000 Penalty: 3181.616943
	Iteration 56Q: 3 clusters Score -2214472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2214475.000000 Penalty: 3181.616943
	Iteration 57Q: 3 clusters Score -2214475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2214474.750000 Penalty: 3181.616943
	Iteration 58Q: 3 clusters Score -2214475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2214477.000000 Penalty: 3181.616943
	Iteration 59Q: 3 clusters Score -2214477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2214477.750000 Penalty: 3181.616943
	Iteration 60F: 3 clusters Score -2214478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2214478.500000 Penalty: 3181.616943
	Iteration 61Q: 3 clusters Score -2214478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2214474.750000 Penalty: 3181.616943
	Iteration 62Q: 3 clusters Score -2214475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2214478.250000 Penalty: 3181.616943
	Iteration 63Q: 3 clusters Score -2214478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2214485.250000 Penalty: 3181.616943
	Iteration 64Q: 3 clusters Score -2214485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2214492.500000 Penalty: 3181.616943
	Iteration 65Q: 3 clusters Score -2214492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2214495.250000 Penalty: 3181.616943
	Iteration 66Q: 3 clusters Score -2214495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2214499.750000 Penalty: 3181.616943
	Iteration 67Q: 3 clusters Score -2214500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2214508.750000 Penalty: 3181.616943
	Iteration 68Q: 3 clusters Score -2214509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2214516.500000 Penalty: 3181.616943
	Iteration 69Q: 3 clusters Score -2214516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2214522.250000 Penalty: 3181.616943
	Iteration 70Q: 3 clusters Score -2214522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2214521.250000 Penalty: 3181.616943
	Iteration 71Q: 3 clusters Score -2214521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2214522.500000 Penalty: 3181.616943
	Iteration 72Q: 3 clusters Score -2214522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2214524.250000 Penalty: 3181.616943
	Iteration 73Q: 3 clusters Score -2214524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2214533.250000 Penalty: 3181.616943
	Iteration 74Q: 3 clusters Score -2214533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2214534.500000 Penalty: 3181.616943
	Iteration 75Q: 3 clusters Score -2214534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2214546.250000 Penalty: 3181.616943
	Iteration 76Q: 3 clusters Score -2214546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2214559.500000 Penalty: 3181.616943
	Iteration 77Q: 3 clusters Score -2214560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2214572.000000 Penalty: 3181.616943
	Iteration 78Q: 3 clusters Score -2214572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2214583.500000 Penalty: 3181.616943
	Iteration 79Q: 3 clusters Score -2214584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2214606.250000 Penalty: 3181.616943
	Iteration 80F: 3 clusters Score -2214606 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2214625.750000 Penalty: 3181.616943
	Iteration 81Q: 3 clusters Score -2214626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2214641.750000 Penalty: 3181.616943
	Iteration 82Q: 3 clusters Score -2214642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2214652.500000 Penalty: 3181.616943
	Iteration 83Q: 3 clusters Score -2214652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2214660.500000 Penalty: 3181.616943
	Iteration 84Q: 3 clusters Score -2214660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2214667.000000 Penalty: 3181.616943
	Iteration 85Q: 3 clusters Score -2214667 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2214674.500000 Penalty: 3181.616943
	Iteration 86Q: 3 clusters Score -2214674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2214686.250000 Penalty: 3181.616943
	Iteration 87Q: 3 clusters Score -2214686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2214681.000000 Penalty: 3181.616943
	Iteration 88Q: 3 clusters Score -2214681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2214682.500000 Penalty: 3181.616943
	Iteration 89Q: 3 clusters Score -2214682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2214690.250000 Penalty: 3181.616943
	Iteration 90Q: 3 clusters Score -2214690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2214691.500000 Penalty: 3181.616943
	Iteration 91Q: 3 clusters Score -2214692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2214694.500000 Penalty: 3181.616943
	Iteration 92Q: 3 clusters Score -2214694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2214693.000000 Penalty: 3181.616943
	Iteration 93Q: 3 clusters Score -2214693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2214689.750000 Penalty: 3181.616943
	Iteration 94Q: 3 clusters Score -2214690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2214690.750000 Penalty: 3181.616943
	Iteration 95Q: 3 clusters Score -2214691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2214691.250000 Penalty: 3181.616943
	Iteration 96Q: 3 clusters Score -2214691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2214691.750000 Penalty: 3181.616943
	Iteration 97Q: 3 clusters Score -2214692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2214693.750000 Penalty: 3181.616943
	Iteration 98Q: 3 clusters Score -2214694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2214696.750000 Penalty: 3181.616943
	Iteration 99Q: 3 clusters Score -2214697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2214698.750000 Penalty: 3181.616943
	Iteration 100F: 3 clusters Score -2214699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2214700.250000 Penalty: 3181.616943
	Iteration 101Q: 3 clusters Score -2214700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2214701.500000 Penalty: 3181.616943
	Iteration 102Q: 3 clusters Score -2214702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2214705.500000 Penalty: 3181.616943
	Iteration 103Q: 3 clusters Score -2214706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2214705.500000 Penalty: 3181.616943
	Iteration 104F: 3 clusters Score -2214706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Entering Unmasked Estep 
Score: -813149.500000 Penalty: 1426.352783
	Iteration 0F: 2 clusters Score -813149.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -808244.250000 Penalty: 2852.705566
	Iteration 0F: 3 clusters Score -808244.2 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -809705.000000 Penalty: 2852.705566
	Iteration 1F: 3 clusters Score -809705 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -809903.375000 Penalty: 2852.705566
	Iteration 2F: 3 clusters Score -809903.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -810058.562500 Penalty: 2852.705566
	Iteration 3F: 3 clusters Score -810058.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -810230.687500 Penalty: 2852.705566
	Iteration 4Q: 3 clusters Score -810230.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -810429.062500 Penalty: 2852.705566
	Iteration 5Q: 3 clusters Score -810429.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -810624.187500 Penalty: 2852.705566
	Iteration 6Q: 3 clusters Score -810624.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -810811.375000 Penalty: 2852.705566
	Iteration 7Q: 3 clusters Score -810811.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -810996.687500 Penalty: 2852.705566
	Iteration 8Q: 3 clusters Score -810996.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -811176.562500 Penalty: 2852.705566
	Iteration 9Q: 3 clusters Score -811176.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -811346.312500 Penalty: 2852.705566
	Iteration 10Q: 3 clusters Score -811346.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -811492.937500 Penalty: 2852.705566
	Iteration 11Q: 3 clusters Score -811492.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -811619.062500 Penalty: 2852.705566
	Iteration 12Q: 3 clusters Score -811619.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -811712.500000 Penalty: 2852.705566
	Iteration 13Q: 3 clusters Score -811712.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -811774.500000 Penalty: 2852.705566
	Iteration 14Q: 3 clusters Score -811774.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -811812.312500 Penalty: 2852.705566
	Iteration 15Q: 3 clusters Score -811812.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -811841.000000 Penalty: 2852.705566
	Iteration 16Q: 3 clusters Score -811841 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -811857.562500 Penalty: 2852.705566
	Iteration 17Q: 3 clusters Score -811857.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -811873.750000 Penalty: 2852.705566
	Iteration 18Q: 3 clusters Score -811873.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -811886.187500 Penalty: 2852.705566
	Iteration 19Q: 3 clusters Score -811886.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -811888.562500 Penalty: 2852.705566
	Iteration 20F: 3 clusters Score -811888.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -811896.000000 Penalty: 2852.705566
	Iteration 21Q: 3 clusters Score -811896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -811903.000000 Penalty: 2852.705566
	Iteration 22Q: 3 clusters Score -811903 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -811909.687500 Penalty: 2852.705566
	Iteration 23Q: 3 clusters Score -811909.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -811922.312500 Penalty: 2852.705566
	Iteration 24Q: 3 clusters Score -811922.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -811929.937500 Penalty: 2852.705566
	Iteration 25Q: 3 clusters Score -811929.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -811931.937500 Penalty: 2852.705566
	Iteration 26Q: 3 clusters Score -811931.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -811937.062500 Penalty: 2852.705566
	Iteration 27Q: 3 clusters Score -811937.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -811941.062500 Penalty: 2852.705566
	Iteration 28Q: 3 clusters Score -811941.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -811946.875000 Penalty: 2852.705566
	Iteration 29Q: 3 clusters Score -811946.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -811954.562500 Penalty: 2852.705566
	Iteration 30Q: 3 clusters Score -811954.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -811959.125000 Penalty: 2852.705566
	Iteration 31Q: 3 clusters Score -811959.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -811965.125000 Penalty: 2852.705566
	Iteration 32Q: 3 clusters Score -811965.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -811967.937500 Penalty: 2852.705566
	Iteration 33Q: 3 clusters Score -811967.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -811973.625000 Penalty: 2852.705566
	Iteration 34Q: 3 clusters Score -811973.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -811979.500000 Penalty: 2852.705566
	Iteration 35Q: 3 clusters Score -811979.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -811985.250000 Penalty: 2852.705566
	Iteration 36Q: 3 clusters Score -811985.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -811986.687500 Penalty: 2852.705566
	Iteration 37Q: 3 clusters Score -811986.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -811992.125000 Penalty: 2852.705566
	Iteration 38Q: 3 clusters Score -811992.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -811994.062500 Penalty: 2852.705566
	Iteration 39Q: 3 clusters Score -811994.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -811997.062500 Penalty: 2852.705566
	Iteration 40F: 3 clusters Score -811997.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -811998.437500 Penalty: 2852.705566
	Iteration 41Q: 3 clusters Score -811998.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -811998.437500 Penalty: 2852.705566
	Iteration 42Q: 3 clusters Score -811998.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -811997.187500 Penalty: 2852.705566
	Iteration 43Q: 3 clusters Score -811997.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -811996.687500 Penalty: 2852.705566
	Iteration 44Q: 3 clusters Score -811996.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -811996.687500 Penalty: 2852.705566
	Iteration 45F: 3 clusters Score -811996.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -41782.308594 Penalty: 980.376526
	Iteration 0F: 2 clusters Score -41782.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40881.199219 Penalty: 1960.753052
	Iteration 0F: 3 clusters Score -40881.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -41095.941406 Penalty: 1960.753052
	Iteration 1F: 3 clusters Score -41095.94 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41187.769531 Penalty: 1960.753052
	Iteration 2F: 3 clusters Score -41187.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41226.601562 Penalty: 1960.753052
	Iteration 3Q: 3 clusters Score -41226.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41265.011719 Penalty: 1960.753052
	Iteration 4Q: 3 clusters Score -41265.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41287.769531 Penalty: 1960.753052
	Iteration 5Q: 3 clusters Score -41287.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41294.113281 Penalty: 1960.753052
	Iteration 6Q: 3 clusters Score -41294.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41300.128906 Penalty: 1960.753052
	Iteration 7Q: 3 clusters Score -41300.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41315.652344 Penalty: 1960.753052
	Iteration 8Q: 3 clusters Score -41315.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41333.761719 Penalty: 1960.753052
	Iteration 9Q: 3 clusters Score -41333.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41337.339844 Penalty: 1960.753052
	Iteration 10Q: 3 clusters Score -41337.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41340.789062 Penalty: 1960.753052
	Iteration 11Q: 3 clusters Score -41340.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41340.789062 Penalty: 1960.753052
	Iteration 12F: 3 clusters Score -41340.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -18534.224609 Penalty: 868.904968
	Iteration 0F: 2 clusters Score -18534.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17847.941406 Penalty: 1737.809937
	Iteration 0F: 3 clusters Score -17847.94 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17975.650391 Penalty: 1737.809937
	Iteration 1F: 3 clusters Score -17975.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -18010.476562 Penalty: 1737.809937
	Iteration 2F: 3 clusters Score -18010.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18014.720703 Penalty: 1737.809937
	Iteration 3Q: 3 clusters Score -18014.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18017.490234 Penalty: 1737.809937
	Iteration 4Q: 3 clusters Score -18017.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18019.759766 Penalty: 1737.809937
	Iteration 5Q: 3 clusters Score -18019.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18019.759766 Penalty: 1737.809937
	Iteration 6F: 3 clusters Score -18019.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -11895.183594 Penalty: 966.130859
	Iteration 0F: 2 clusters Score -11895.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -11074.749023 Penalty: 1932.261719
	Iteration 0F: 3 clusters Score -11074.75 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11526.318359 Penalty: 1932.261719
	Iteration 1F: 3 clusters Score -11526.32 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11799.750977 Penalty: 1932.261719
	Iteration 2F: 3 clusters Score -11799.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11907.178711 Penalty: 1932.261719
	Iteration 3Q: 3 clusters Score -11907.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12048.031250 Penalty: 1932.261719
	Iteration 4Q: 3 clusters Score -12048.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12132.417969 Penalty: 1932.261719
	Iteration 5Q: 3 clusters Score -12132.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12184.806641 Penalty: 1932.261719
	Iteration 6Q: 3 clusters Score -12184.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12204.042969 Penalty: 1932.261719
	Iteration 7Q: 3 clusters Score -12204.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12217.462891 Penalty: 1932.261719
	Iteration 8Q: 3 clusters Score -12217.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12234.896484 Penalty: 1932.261719
	Iteration 9Q: 3 clusters Score -12234.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12245.542969 Penalty: 1932.261719
	Iteration 10Q: 3 clusters Score -12245.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12260.561523 Penalty: 1932.261719
	Iteration 11Q: 3 clusters Score -12260.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -12275.870117 Penalty: 1932.261719
	Iteration 12Q: 3 clusters Score -12275.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12320.311523 Penalty: 1932.261719
	Iteration 13Q: 3 clusters Score -12320.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -12337.699219 Penalty: 1932.261719
	Iteration 14Q: 3 clusters Score -12337.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -12337.699219 Penalty: 1932.261719
	Iteration 15F: 3 clusters Score -12337.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105178 members 
Mstep: Class 2 contains 11339 members 
Mstep: Class 3 contains 7027 members 
Mstep: Class 4 contains 123883 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5186 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 73917 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105467 members 
Mstep: Class 12 contains 99326 members 
Mstep: Class 13 contains 96820 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68407 members 
Mstep: Class 17 contains 25236 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8678 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 17925 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34540 members 
Mstep: Class 31 contains 43810 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17847 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 215 members 
Mstep: Class 40 contains 1101 members 
Mstep: Class 41 contains 167 members 
Entering Unmasked Estep 
Score: -111784608.000000 Penalty: 91479.007812
Splitting cluster 39 changes total score from -111785320.000000 to -111784608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -133365.437500 Penalty: 1138.145752
	Iteration 0F: 2 clusters Score -133365.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -131887.468750 Penalty: 2276.291504
	Iteration 0F: 3 clusters Score -131887.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -132162.468750 Penalty: 2276.291504
	Iteration 1F: 3 clusters Score -132162.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -132272.375000 Penalty: 2276.291504
	Iteration 2F: 3 clusters Score -132272.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -132392.625000 Penalty: 2276.291504
	Iteration 3F: 3 clusters Score -132392.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -132516.921875 Penalty: 2276.291504
	Iteration 4F: 3 clusters Score -132516.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -132602.234375 Penalty: 2276.291504
	Iteration 5Q: 3 clusters Score -132602.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -132704.687500 Penalty: 2276.291504
	Iteration 6Q: 3 clusters Score -132704.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -132790.703125 Penalty: 2276.291504
	Iteration 7Q: 3 clusters Score -132790.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -132854.609375 Penalty: 2276.291504
	Iteration 8Q: 3 clusters Score -132854.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -132886.718750 Penalty: 2276.291504
	Iteration 9Q: 3 clusters Score -132886.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -132897.781250 Penalty: 2276.291504
	Iteration 10Q: 3 clusters Score -132897.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -132907.375000 Penalty: 2276.291504
	Iteration 11Q: 3 clusters Score -132907.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -132919.671875 Penalty: 2276.291504
	Iteration 12Q: 3 clusters Score -132919.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -132932.734375 Penalty: 2276.291504
	Iteration 13Q: 3 clusters Score -132932.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -132944.515625 Penalty: 2276.291504
	Iteration 14Q: 3 clusters Score -132944.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -132957.640625 Penalty: 2276.291504
	Iteration 15Q: 3 clusters Score -132957.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -132964.031250 Penalty: 2276.291504
	Iteration 16Q: 3 clusters Score -132964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -132968.781250 Penalty: 2276.291504
	Iteration 17Q: 3 clusters Score -132968.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -132977.468750 Penalty: 2276.291504
	Iteration 18Q: 3 clusters Score -132977.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -132993.390625 Penalty: 2276.291504
	Iteration 19Q: 3 clusters Score -132993.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -133030.656250 Penalty: 2276.291504
	Iteration 20F: 3 clusters Score -133030.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -133044.906250 Penalty: 2276.291504
	Iteration 21Q: 3 clusters Score -133044.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -133054.937500 Penalty: 2276.291504
	Iteration 22Q: 3 clusters Score -133054.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -133057.921875 Penalty: 2276.291504
	Iteration 23Q: 3 clusters Score -133057.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -133059.687500 Penalty: 2276.291504
	Iteration 24Q: 3 clusters Score -133059.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -133059.687500 Penalty: 2276.291504
	Iteration 25F: 3 clusters Score -133059.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105178 members 
Mstep: Class 2 contains 11339 members 
Mstep: Class 3 contains 7027 members 
Mstep: Class 4 contains 123883 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5186 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 73917 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105467 members 
Mstep: Class 12 contains 99326 members 
Mstep: Class 13 contains 96820 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68407 members 
Mstep: Class 17 contains 25236 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8678 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 17925 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34540 members 
Mstep: Class 31 contains 43810 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17847 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785384.000000 Penalty: 89247.812500
Iteration 399Q: 41 clusters Score -1.117854e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105173 members 
Mstep: Class 2 contains 11339 members 
Mstep: Class 3 contains 7027 members 
Mstep: Class 4 contains 123885 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5186 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 73932 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105470 members 
Mstep: Class 12 contains 99325 members 
Mstep: Class 13 contains 96813 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68397 members 
Mstep: Class 17 contains 25234 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8678 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 17925 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34540 members 
Mstep: Class 31 contains 43813 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6488 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785408.000000 Penalty: 89247.812500
Iteration 400F: 41 clusters Score -1.117854e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105174 members 
Mstep: Class 2 contains 11339 members 
Mstep: Class 3 contains 7027 members 
Mstep: Class 4 contains 123886 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5186 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 73938 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105472 members 
Mstep: Class 12 contains 99325 members 
Mstep: Class 13 contains 96814 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68390 members 
Mstep: Class 17 contains 25234 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8678 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4769 members 
Mstep: Class 26 contains 17924 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34540 members 
Mstep: Class 31 contains 43812 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6488 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785384.000000 Penalty: 89247.812500
Iteration 401Q: 41 clusters Score -1.117854e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105174 members 
Mstep: Class 2 contains 11339 members 
Mstep: Class 3 contains 7027 members 
Mstep: Class 4 contains 123890 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5187 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 73946 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105472 members 
Mstep: Class 12 contains 99320 members 
Mstep: Class 13 contains 96815 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68384 members 
Mstep: Class 17 contains 25233 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8677 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4769 members 
Mstep: Class 26 contains 17922 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34540 members 
Mstep: Class 31 contains 43813 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6488 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785416.000000 Penalty: 89247.812500
Iteration 402Q: 41 clusters Score -1.117854e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105180 members 
Mstep: Class 2 contains 11339 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 123890 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5188 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 73956 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105473 members 
Mstep: Class 12 contains 99312 members 
Mstep: Class 13 contains 96815 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68379 members 
Mstep: Class 17 contains 25232 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8677 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4769 members 
Mstep: Class 26 contains 17917 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34540 members 
Mstep: Class 31 contains 43815 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6488 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785488.000000 Penalty: 89247.812500
Iteration 403Q: 41 clusters Score -1.117855e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105181 members 
Mstep: Class 2 contains 11338 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 123895 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5188 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 73962 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105475 members 
Mstep: Class 12 contains 99311 members 
Mstep: Class 13 contains 96821 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68367 members 
Mstep: Class 17 contains 25232 members 
Mstep: Class 18 contains 14309 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8677 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4768 members 
Mstep: Class 26 contains 17911 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34540 members 
Mstep: Class 31 contains 43815 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785512.000000 Penalty: 89247.812500
Iteration 404Q: 41 clusters Score -1.117855e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105184 members 
Mstep: Class 2 contains 11338 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 123901 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5188 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 73968 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105475 members 
Mstep: Class 12 contains 99308 members 
Mstep: Class 13 contains 96822 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68360 members 
Mstep: Class 17 contains 25232 members 
Mstep: Class 18 contains 14309 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8679 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4768 members 
Mstep: Class 26 contains 17903 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34540 members 
Mstep: Class 31 contains 43816 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785480.000000 Penalty: 89247.812500
Iteration 405Q: 41 clusters Score -1.117855e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105194 members 
Mstep: Class 2 contains 11338 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 123906 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5188 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 73973 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105470 members 
Mstep: Class 12 contains 99306 members 
Mstep: Class 13 contains 96820 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68358 members 
Mstep: Class 17 contains 25232 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8680 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4767 members 
Mstep: Class 26 contains 17895 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34540 members 
Mstep: Class 31 contains 43816 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785456.000000 Penalty: 89247.812500
Iteration 406Q: 41 clusters Score -1.117855e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105197 members 
Mstep: Class 2 contains 11338 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 123910 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5188 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 73977 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105472 members 
Mstep: Class 12 contains 99302 members 
Mstep: Class 13 contains 96817 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68354 members 
Mstep: Class 17 contains 25233 members 
Mstep: Class 18 contains 14309 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8682 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4764 members 
Mstep: Class 26 contains 17894 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34539 members 
Mstep: Class 31 contains 43816 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785488.000000 Penalty: 89247.812500
Iteration 407Q: 41 clusters Score -1.117855e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105201 members 
Mstep: Class 2 contains 11336 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 123923 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5188 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 73984 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105464 members 
Mstep: Class 12 contains 99301 members 
Mstep: Class 13 contains 96807 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68351 members 
Mstep: Class 17 contains 25233 members 
Mstep: Class 18 contains 14310 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8685 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17890 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34537 members 
Mstep: Class 31 contains 43817 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785472.000000 Penalty: 89247.812500
Iteration 408Q: 41 clusters Score -1.117855e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105204 members 
Mstep: Class 2 contains 11333 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 123928 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 5187 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 73992 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105465 members 
Mstep: Class 12 contains 99298 members 
Mstep: Class 13 contains 96802 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68344 members 
Mstep: Class 17 contains 25233 members 
Mstep: Class 18 contains 14310 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8689 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17889 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34535 members 
Mstep: Class 31 contains 43818 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785480.000000 Penalty: 89247.812500
Iteration 409Q: 41 clusters Score -1.117855e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105203 members 
Mstep: Class 2 contains 11332 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 123936 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5186 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 73995 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105465 members 
Mstep: Class 12 contains 99298 members 
Mstep: Class 13 contains 96797 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68338 members 
Mstep: Class 17 contains 25233 members 
Mstep: Class 18 contains 14310 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8692 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17888 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34535 members 
Mstep: Class 31 contains 43820 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785456.000000 Penalty: 89247.812500
Iteration 410Q: 41 clusters Score -1.117855e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105198 members 
Mstep: Class 2 contains 11328 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 123940 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5186 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 73994 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105468 members 
Mstep: Class 12 contains 99297 members 
Mstep: Class 13 contains 96800 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68332 members 
Mstep: Class 17 contains 25233 members 
Mstep: Class 18 contains 14310 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8695 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17889 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34535 members 
Mstep: Class 31 contains 43823 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785376.000000 Penalty: 89247.812500
Iteration 411Q: 41 clusters Score -1.117854e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105201 members 
Mstep: Class 2 contains 11324 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 123938 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5186 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 74000 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105469 members 
Mstep: Class 12 contains 99294 members 
Mstep: Class 13 contains 96800 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68327 members 
Mstep: Class 17 contains 25233 members 
Mstep: Class 18 contains 14309 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8697 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17888 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34535 members 
Mstep: Class 31 contains 43827 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785416.000000 Penalty: 89247.812500
Iteration 412Q: 41 clusters Score -1.117854e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105203 members 
Mstep: Class 2 contains 11324 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 123941 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5186 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 74000 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105469 members 
Mstep: Class 12 contains 99292 members 
Mstep: Class 13 contains 96800 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68319 members 
Mstep: Class 17 contains 25233 members 
Mstep: Class 18 contains 14309 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8699 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17888 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34533 members 
Mstep: Class 31 contains 43832 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785344.000000 Penalty: 89247.812500
Iteration 413Q: 41 clusters Score -1.117853e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105204 members 
Mstep: Class 2 contains 11324 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 123938 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5186 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 74007 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105471 members 
Mstep: Class 12 contains 99291 members 
Mstep: Class 13 contains 96798 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68316 members 
Mstep: Class 17 contains 25233 members 
Mstep: Class 18 contains 14309 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8699 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17883 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34531 members 
Mstep: Class 31 contains 43838 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785344.000000 Penalty: 89247.812500
Iteration 414Q: 41 clusters Score -1.117853e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105210 members 
Mstep: Class 2 contains 11324 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 123930 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5186 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 74012 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105465 members 
Mstep: Class 12 contains 99296 members 
Mstep: Class 13 contains 96795 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68310 members 
Mstep: Class 17 contains 25234 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8699 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17881 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34531 members 
Mstep: Class 31 contains 43847 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785424.000000 Penalty: 89247.812500
Iteration 415Q: 41 clusters Score -1.117854e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105213 members 
Mstep: Class 2 contains 11323 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 123926 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5185 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 74011 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105466 members 
Mstep: Class 12 contains 99303 members 
Mstep: Class 13 contains 96792 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68306 members 
Mstep: Class 17 contains 25236 members 
Mstep: Class 18 contains 14307 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8699 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17879 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34533 members 
Mstep: Class 31 contains 43851 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785392.000000 Penalty: 89247.812500
Iteration 416Q: 41 clusters Score -1.117854e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105213 members 
Mstep: Class 2 contains 11324 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 123925 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5185 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 74009 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105464 members 
Mstep: Class 12 contains 99308 members 
Mstep: Class 13 contains 96793 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68305 members 
Mstep: Class 17 contains 25236 members 
Mstep: Class 18 contains 14306 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8699 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17877 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34532 members 
Mstep: Class 31 contains 43854 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785344.000000 Penalty: 89247.812500
Iteration 417Q: 41 clusters Score -1.117853e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105215 members 
Mstep: Class 2 contains 11324 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 123921 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5185 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 74008 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105463 members 
Mstep: Class 12 contains 99306 members 
Mstep: Class 13 contains 96800 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68302 members 
Mstep: Class 17 contains 25238 members 
Mstep: Class 18 contains 14306 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8700 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17876 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34532 members 
Mstep: Class 31 contains 43854 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785384.000000 Penalty: 89247.812500
Iteration 418Q: 41 clusters Score -1.117854e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105216 members 
Mstep: Class 2 contains 11324 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 123922 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5185 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 74005 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105464 members 
Mstep: Class 12 contains 99304 members 
Mstep: Class 13 contains 96806 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68296 members 
Mstep: Class 17 contains 25239 members 
Mstep: Class 18 contains 14306 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8700 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17877 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34532 members 
Mstep: Class 31 contains 43854 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785424.000000 Penalty: 89247.812500
Iteration 419Q: 41 clusters Score -1.117854e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105213 members 
Mstep: Class 2 contains 11324 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 123922 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5185 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 74010 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105468 members 
Mstep: Class 12 contains 99303 members 
Mstep: Class 13 contains 96805 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68290 members 
Mstep: Class 17 contains 25239 members 
Mstep: Class 18 contains 14306 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8700 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17877 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34532 members 
Mstep: Class 31 contains 43856 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785424.000000 Penalty: 89247.812500
Iteration 420F: 41 clusters Score -1.117854e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105213 members 
Mstep: Class 2 contains 11323 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 123923 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5185 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 74012 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105471 members 
Mstep: Class 12 contains 99305 members 
Mstep: Class 13 contains 96801 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68284 members 
Mstep: Class 17 contains 25238 members 
Mstep: Class 18 contains 14306 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8700 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17877 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34532 members 
Mstep: Class 31 contains 43860 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2946 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785408.000000 Penalty: 89247.812500
Iteration 421Q: 41 clusters Score -1.117854e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105210 members 
Mstep: Class 2 contains 11323 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 4 contains 123926 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5185 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 74017 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105472 members 
Mstep: Class 12 contains 99305 members 
Mstep: Class 13 contains 96798 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68278 members 
Mstep: Class 17 contains 25239 members 
Mstep: Class 18 contains 14306 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8699 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17877 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34532 members 
Mstep: Class 31 contains 43863 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785392.000000 Penalty: 89247.812500
Iteration 422Q: 41 clusters Score -1.117854e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105206 members 
Mstep: Class 2 contains 11323 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 4 contains 123922 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5184 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 74010 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105471 members 
Mstep: Class 12 contains 99309 members 
Mstep: Class 13 contains 96806 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68277 members 
Mstep: Class 17 contains 25240 members 
Mstep: Class 18 contains 14306 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8700 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17877 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34531 members 
Mstep: Class 31 contains 43868 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785360.000000 Penalty: 89247.812500
Iteration 423Q: 41 clusters Score -1.117854e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105200 members 
Mstep: Class 2 contains 11324 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 4 contains 123918 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5184 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 74007 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105471 members 
Mstep: Class 12 contains 99312 members 
Mstep: Class 13 contains 96809 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68276 members 
Mstep: Class 17 contains 25240 members 
Mstep: Class 18 contains 14307 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8700 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17877 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34531 members 
Mstep: Class 31 contains 43874 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785352.000000 Penalty: 89247.812500
Iteration 424Q: 41 clusters Score -1.117854e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105194 members 
Mstep: Class 2 contains 11325 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 4 contains 123914 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5184 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 74005 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105472 members 
Mstep: Class 12 contains 99318 members 
Mstep: Class 13 contains 96810 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68275 members 
Mstep: Class 17 contains 25241 members 
Mstep: Class 18 contains 14307 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8700 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17877 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34531 members 
Mstep: Class 31 contains 43877 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785440.000000 Penalty: 89247.812500
Iteration 425Q: 41 clusters Score -1.117854e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105192 members 
Mstep: Class 2 contains 11327 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 4 contains 123911 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5184 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 73992 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105470 members 
Mstep: Class 12 contains 99322 members 
Mstep: Class 13 contains 96818 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68275 members 
Mstep: Class 17 contains 25241 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8702 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17876 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34532 members 
Mstep: Class 31 contains 43880 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785416.000000 Penalty: 89247.812500
Iteration 426Q: 41 clusters Score -1.117854e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105196 members 
Mstep: Class 2 contains 11327 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 4 contains 123910 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5184 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 73986 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105470 members 
Mstep: Class 12 contains 99327 members 
Mstep: Class 13 contains 96814 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68273 members 
Mstep: Class 17 contains 25241 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8704 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17876 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34532 members 
Mstep: Class 31 contains 43882 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785432.000000 Penalty: 89247.812500
Iteration 427Q: 41 clusters Score -1.117854e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105200 members 
Mstep: Class 2 contains 11327 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 4 contains 123909 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5184 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 73981 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105467 members 
Mstep: Class 12 contains 99329 members 
Mstep: Class 13 contains 96810 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68273 members 
Mstep: Class 17 contains 25242 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8704 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17877 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34532 members 
Mstep: Class 31 contains 43887 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785496.000000 Penalty: 89247.812500
Iteration 428Q: 41 clusters Score -1.117855e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105196 members 
Mstep: Class 2 contains 11327 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 123906 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5184 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 73976 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105472 members 
Mstep: Class 12 contains 99332 members 
Mstep: Class 13 contains 96811 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68272 members 
Mstep: Class 17 contains 25240 members 
Mstep: Class 18 contains 14306 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8704 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17877 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34532 members 
Mstep: Class 31 contains 43893 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785456.000000 Penalty: 89247.812500
Iteration 429Q: 41 clusters Score -1.117855e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105198 members 
Mstep: Class 2 contains 11329 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 123913 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5184 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 73969 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105469 members 
Mstep: Class 12 contains 99335 members 
Mstep: Class 13 contains 96811 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68269 members 
Mstep: Class 17 contains 25237 members 
Mstep: Class 18 contains 14307 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8704 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17877 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34532 members 
Mstep: Class 31 contains 43895 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785440.000000 Penalty: 89247.812500
Iteration 430Q: 41 clusters Score -1.117854e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105202 members 
Mstep: Class 2 contains 11329 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 123915 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5184 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 73965 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105465 members 
Mstep: Class 12 contains 99334 members 
Mstep: Class 13 contains 96817 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68266 members 
Mstep: Class 17 contains 25236 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8704 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17877 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34532 members 
Mstep: Class 31 contains 43895 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785432.000000 Penalty: 89247.812500
Iteration 431Q: 41 clusters Score -1.117854e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105203 members 
Mstep: Class 2 contains 11329 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 123918 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5184 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 73958 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105467 members 
Mstep: Class 12 contains 99332 members 
Mstep: Class 13 contains 96820 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68265 members 
Mstep: Class 17 contains 25234 members 
Mstep: Class 18 contains 14310 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8704 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17878 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34532 members 
Mstep: Class 31 contains 43895 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785472.000000 Penalty: 89247.812500
Iteration 432Q: 41 clusters Score -1.117855e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105203 members 
Mstep: Class 2 contains 11329 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 4 contains 123922 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5184 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 73951 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105467 members 
Mstep: Class 12 contains 99333 members 
Mstep: Class 13 contains 96820 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3187 members 
Mstep: Class 16 contains 68264 members 
Mstep: Class 17 contains 25233 members 
Mstep: Class 18 contains 14310 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8704 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17880 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34532 members 
Mstep: Class 31 contains 43895 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785376.000000 Penalty: 89247.812500
Iteration 433Q: 41 clusters Score -1.117854e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105200 members 
Mstep: Class 2 contains 11329 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 123931 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5184 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 73947 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105465 members 
Mstep: Class 12 contains 99333 members 
Mstep: Class 13 contains 96818 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3188 members 
Mstep: Class 16 contains 68263 members 
Mstep: Class 17 contains 25231 members 
Mstep: Class 18 contains 14310 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8705 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17881 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34532 members 
Mstep: Class 31 contains 43896 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785328.000000 Penalty: 89247.812500
Iteration 434Q: 41 clusters Score -1.117853e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105197 members 
Mstep: Class 2 contains 11330 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 123942 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5184 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 73951 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105465 members 
Mstep: Class 12 contains 99330 members 
Mstep: Class 13 contains 96812 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3187 members 
Mstep: Class 16 contains 68259 members 
Mstep: Class 17 contains 25231 members 
Mstep: Class 18 contains 14311 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8705 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17881 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34532 members 
Mstep: Class 31 contains 43896 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785360.000000 Penalty: 89247.812500
Iteration 435Q: 41 clusters Score -1.117854e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105202 members 
Mstep: Class 2 contains 11332 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 123952 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5184 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 73944 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105460 members 
Mstep: Class 12 contains 99329 members 
Mstep: Class 13 contains 96812 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3187 members 
Mstep: Class 16 contains 68253 members 
Mstep: Class 17 contains 25230 members 
Mstep: Class 18 contains 14313 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8705 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17882 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34532 members 
Mstep: Class 31 contains 43896 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17848 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785408.000000 Penalty: 89247.812500
Iteration 436Q: 41 clusters Score -1.117854e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105204 members 
Mstep: Class 2 contains 11333 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 123961 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5184 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 73946 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105456 members 
Mstep: Class 12 contains 99330 members 
Mstep: Class 13 contains 96804 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3187 members 
Mstep: Class 16 contains 68249 members 
Mstep: Class 17 contains 25232 members 
Mstep: Class 18 contains 14313 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8706 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17880 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34532 members 
Mstep: Class 31 contains 43896 members 
Mstep: Class 32 contains 1926 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17849 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785400.000000 Penalty: 89247.812500
Iteration 437Q: 41 clusters Score -1.117854e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105201 members 
Mstep: Class 2 contains 11333 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 123969 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5184 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 73950 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105462 members 
Mstep: Class 12 contains 99328 members 
Mstep: Class 13 contains 96796 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3187 members 
Mstep: Class 16 contains 68244 members 
Mstep: Class 17 contains 25228 members 
Mstep: Class 18 contains 14314 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8709 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17879 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34532 members 
Mstep: Class 31 contains 43895 members 
Mstep: Class 32 contains 1926 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17851 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785344.000000 Penalty: 89247.812500
Iteration 438Q: 41 clusters Score -1.117853e+08 nChanged 54
Entering ConstructFrom: 
Score: -111785344.000000 Penalty: 89247.812500
Entering ConstructFrom: 
Trying to split cluster 1 (105205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105205 members 
Entering Unmasked Estep 
Score: -13185914.000000 Penalty: 1879.095825
	Iteration 0F: 2 clusters Score -1.318591e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52656 members 
Mstep: Class 2 contains 52549 members 
Entering Unmasked Estep 
Score: -13119287.000000 Penalty: 3758.191650
	Iteration 0F: 3 clusters Score -1.311929e+07 nChanged 50497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54567 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -13149159.000000 Penalty: 3758.191650
	Iteration 1F: 3 clusters Score -1.314916e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55668 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -13150600.000000 Penalty: 3758.191650
	Iteration 2Q: 3 clusters Score -1.31506e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57380 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -13152582.000000 Penalty: 3758.191650
	Iteration 3Q: 3 clusters Score -1.315258e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59877 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -13155484.000000 Penalty: 3758.191650
	Iteration 4F: 3 clusters Score -1.315548e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63189 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -13159844.000000 Penalty: 3758.191650
	Iteration 5F: 3 clusters Score -1.315984e+07 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66951 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -13165656.000000 Penalty: 3758.191650
	Iteration 6F: 3 clusters Score -1.316566e+07 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70450 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -13171889.000000 Penalty: 3758.191650
	Iteration 7F: 3 clusters Score -1.317189e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72951 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -13175853.000000 Penalty: 3758.191650
	Iteration 8F: 3 clusters Score -1.317585e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74611 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -13177404.000000 Penalty: 3758.191650
	Iteration 9Q: 3 clusters Score -1.31774e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76102 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -13178203.000000 Penalty: 3758.191650
	Iteration 10Q: 3 clusters Score -1.31782e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77567 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -13178861.000000 Penalty: 3758.191650
	Iteration 11Q: 3 clusters Score -1.317886e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78985 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -13179420.000000 Penalty: 3758.191650
	Iteration 12Q: 3 clusters Score -1.317942e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80361 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -13179841.000000 Penalty: 3758.191650
	Iteration 13Q: 3 clusters Score -1.317984e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81694 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -13180364.000000 Penalty: 3758.191650
	Iteration 14Q: 3 clusters Score -1.318036e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82974 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -13180748.000000 Penalty: 3758.191650
	Iteration 15Q: 3 clusters Score -1.318075e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84222 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -13181235.000000 Penalty: 3758.191650
	Iteration 16Q: 3 clusters Score -1.318124e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85409 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -13181667.000000 Penalty: 3758.191650
	Iteration 17Q: 3 clusters Score -1.318167e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86572 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -13182079.000000 Penalty: 3758.191650
	Iteration 18Q: 3 clusters Score -1.318208e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87691 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -13182429.000000 Penalty: 3758.191650
	Iteration 19Q: 3 clusters Score -1.318243e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88744 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -13182780.000000 Penalty: 3758.191650
	Iteration 20F: 3 clusters Score -1.318278e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89825 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -13183209.000000 Penalty: 3758.191650
	Iteration 21Q: 3 clusters Score -1.318321e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90949 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -13183663.000000 Penalty: 3758.191650
	Iteration 22Q: 3 clusters Score -1.318366e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92081 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -13184037.000000 Penalty: 3758.191650
	Iteration 23Q: 3 clusters Score -1.318404e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93262 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -13184377.000000 Penalty: 3758.191650
	Iteration 24Q: 3 clusters Score -1.318438e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94476 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -13184795.000000 Penalty: 3758.191650
	Iteration 25Q: 3 clusters Score -1.31848e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95692 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -13185131.000000 Penalty: 3758.191650
	Iteration 26Q: 3 clusters Score -1.318513e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96863 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -13185380.000000 Penalty: 3758.191650
	Iteration 27Q: 3 clusters Score -1.318538e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98015 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -13185545.000000 Penalty: 3758.191650
	Iteration 28Q: 3 clusters Score -1.318554e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99109 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -13185648.000000 Penalty: 3758.191650
	Iteration 29Q: 3 clusters Score -1.318565e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100097 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -13185750.000000 Penalty: 3758.191650
	Iteration 30Q: 3 clusters Score -1.318575e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100979 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -13185805.000000 Penalty: 3758.191650
	Iteration 31Q: 3 clusters Score -1.31858e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101755 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -13185844.000000 Penalty: 3758.191650
	Iteration 32Q: 3 clusters Score -1.318584e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102376 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -13185805.000000 Penalty: 3758.191650
	Iteration 33Q: 3 clusters Score -1.31858e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102851 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -13185665.000000 Penalty: 3758.191650
	Iteration 34Q: 3 clusters Score -1.318566e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103215 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -13185561.000000 Penalty: 3758.191650
	Iteration 35Q: 3 clusters Score -1.318556e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103484 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -13185480.000000 Penalty: 3758.191650
	Iteration 36Q: 3 clusters Score -1.318548e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103686 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -13185463.000000 Penalty: 3758.191650
	Iteration 37Q: 3 clusters Score -1.318546e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103835 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -13185385.000000 Penalty: 3758.191650
	Iteration 38Q: 3 clusters Score -1.318538e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103956 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -13185345.000000 Penalty: 3758.191650
	Iteration 39Q: 3 clusters Score -1.318534e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104039 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -13185326.000000 Penalty: 3758.191650
	Iteration 40F: 3 clusters Score -1.318533e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104107 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -13185292.000000 Penalty: 3758.191650
	Iteration 41Q: 3 clusters Score -1.318529e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104158 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -13185263.000000 Penalty: 3758.191650
	Iteration 42Q: 3 clusters Score -1.318526e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104195 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -13185247.000000 Penalty: 3758.191650
	Iteration 43Q: 3 clusters Score -1.318525e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104228 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -13185231.000000 Penalty: 3758.191650
	Iteration 44Q: 3 clusters Score -1.318523e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104246 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -13185239.000000 Penalty: 3758.191650
	Iteration 45Q: 3 clusters Score -1.318524e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104259 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -13185247.000000 Penalty: 3758.191650
	Iteration 46Q: 3 clusters Score -1.318525e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104271 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -13185229.000000 Penalty: 3758.191650
	Iteration 47Q: 3 clusters Score -1.318523e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104288 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -13185224.000000 Penalty: 3758.191650
	Iteration 48Q: 3 clusters Score -1.318522e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104305 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -13185215.000000 Penalty: 3758.191650
	Iteration 49Q: 3 clusters Score -1.318522e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104317 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -13185229.000000 Penalty: 3758.191650
	Iteration 50Q: 3 clusters Score -1.318523e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104329 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -13185218.000000 Penalty: 3758.191650
	Iteration 51Q: 3 clusters Score -1.318522e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104338 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -13185226.000000 Penalty: 3758.191650
	Iteration 52Q: 3 clusters Score -1.318523e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104349 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -13185212.000000 Penalty: 3758.191650
	Iteration 53Q: 3 clusters Score -1.318521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104350 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -13185212.000000 Penalty: 3758.191650
	Iteration 54Q: 3 clusters Score -1.318521e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104350 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -13185212.000000 Penalty: 3758.191650
	Iteration 55F: 3 clusters Score -1.318521e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Entering Unmasked Estep 
Score: -1318316.500000 Penalty: 1517.014526
	Iteration 0F: 2 clusters Score -1318316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1310389.500000 Penalty: 3034.029053
	Iteration 0F: 3 clusters Score -1310390 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1313248.000000 Penalty: 3034.029053
	Iteration 1F: 3 clusters Score -1313248 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1313712.125000 Penalty: 3034.029053
	Iteration 2F: 3 clusters Score -1313712 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1314204.375000 Penalty: 3034.029053
	Iteration 3F: 3 clusters Score -1314204 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1314811.750000 Penalty: 3034.029053
	Iteration 4F: 3 clusters Score -1314812 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1315368.875000 Penalty: 3034.029053
	Iteration 5F: 3 clusters Score -1315369 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1315834.750000 Penalty: 3034.029053
	Iteration 6F: 3 clusters Score -1315835 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1316179.750000 Penalty: 3034.029053
	Iteration 7F: 3 clusters Score -1316180 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1316405.250000 Penalty: 3034.029053
	Iteration 8Q: 3 clusters Score -1316405 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1316564.375000 Penalty: 3034.029053
	Iteration 9Q: 3 clusters Score -1316564 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1316684.250000 Penalty: 3034.029053
	Iteration 10Q: 3 clusters Score -1316684 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1316776.750000 Penalty: 3034.029053
	Iteration 11Q: 3 clusters Score -1316777 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1316842.250000 Penalty: 3034.029053
	Iteration 12Q: 3 clusters Score -1316842 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1316890.625000 Penalty: 3034.029053
	Iteration 13Q: 3 clusters Score -1316891 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1316921.375000 Penalty: 3034.029053
	Iteration 14Q: 3 clusters Score -1316921 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1316945.875000 Penalty: 3034.029053
	Iteration 15Q: 3 clusters Score -1316946 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1316963.125000 Penalty: 3034.029053
	Iteration 16Q: 3 clusters Score -1316963 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1316976.875000 Penalty: 3034.029053
	Iteration 17Q: 3 clusters Score -1316977 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1316991.125000 Penalty: 3034.029053
	Iteration 18Q: 3 clusters Score -1316991 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1316999.875000 Penalty: 3034.029053
	Iteration 19Q: 3 clusters Score -1317000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1317011.625000 Penalty: 3034.029053
	Iteration 20F: 3 clusters Score -1317012 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1317015.125000 Penalty: 3034.029053
	Iteration 21Q: 3 clusters Score -1317015 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1317017.875000 Penalty: 3034.029053
	Iteration 22Q: 3 clusters Score -1317018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1317022.250000 Penalty: 3034.029053
	Iteration 23Q: 3 clusters Score -1317022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1317026.625000 Penalty: 3034.029053
	Iteration 24Q: 3 clusters Score -1317027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1317029.375000 Penalty: 3034.029053
	Iteration 25Q: 3 clusters Score -1317029 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1317032.875000 Penalty: 3034.029053
	Iteration 26Q: 3 clusters Score -1317033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1317037.500000 Penalty: 3034.029053
	Iteration 27Q: 3 clusters Score -1317038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1317037.875000 Penalty: 3034.029053
	Iteration 28Q: 3 clusters Score -1317038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1317041.000000 Penalty: 3034.029053
	Iteration 29Q: 3 clusters Score -1317041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1317040.375000 Penalty: 3034.029053
	Iteration 30Q: 3 clusters Score -1317040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1317042.000000 Penalty: 3034.029053
	Iteration 31Q: 3 clusters Score -1317042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1317042.250000 Penalty: 3034.029053
	Iteration 32Q: 3 clusters Score -1317042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1317043.625000 Penalty: 3034.029053
	Iteration 33Q: 3 clusters Score -1317044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1317045.875000 Penalty: 3034.029053
	Iteration 34Q: 3 clusters Score -1317046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1317048.250000 Penalty: 3034.029053
	Iteration 35Q: 3 clusters Score -1317048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1317049.625000 Penalty: 3034.029053
	Iteration 36Q: 3 clusters Score -1317050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1317049.625000 Penalty: 3034.029053
	Iteration 37Q: 3 clusters Score -1317050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1317049.625000 Penalty: 3034.029053
	Iteration 38F: 3 clusters Score -1317050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Entering Unmasked Estep 
Score: -837825.625000 Penalty: 1439.276855
	Iteration 0F: 2 clusters Score -837825.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -832542.125000 Penalty: 2878.553711
	Iteration 0F: 3 clusters Score -832542.1 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -834182.000000 Penalty: 2878.553711
	Iteration 1F: 3 clusters Score -834182 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -834445.562500 Penalty: 2878.553711
	Iteration 2F: 3 clusters Score -834445.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -834739.312500 Penalty: 2878.553711
	Iteration 3F: 3 clusters Score -834739.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -835045.375000 Penalty: 2878.553711
	Iteration 4F: 3 clusters Score -835045.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -835341.875000 Penalty: 2878.553711
	Iteration 5F: 3 clusters Score -835341.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -835609.375000 Penalty: 2878.553711
	Iteration 6F: 3 clusters Score -835609.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -835814.000000 Penalty: 2878.553711
	Iteration 7Q: 3 clusters Score -835814 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -835975.812500 Penalty: 2878.553711
	Iteration 8Q: 3 clusters Score -835975.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -836107.500000 Penalty: 2878.553711
	Iteration 9Q: 3 clusters Score -836107.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -836221.187500 Penalty: 2878.553711
	Iteration 10Q: 3 clusters Score -836221.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -836286.312500 Penalty: 2878.553711
	Iteration 11Q: 3 clusters Score -836286.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -836334.875000 Penalty: 2878.553711
	Iteration 12Q: 3 clusters Score -836334.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -836381.875000 Penalty: 2878.553711
	Iteration 13Q: 3 clusters Score -836381.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -836418.250000 Penalty: 2878.553711
	Iteration 14Q: 3 clusters Score -836418.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -836459.500000 Penalty: 2878.553711
	Iteration 15Q: 3 clusters Score -836459.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -836504.125000 Penalty: 2878.553711
	Iteration 16Q: 3 clusters Score -836504.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -836536.937500 Penalty: 2878.553711
	Iteration 17Q: 3 clusters Score -836536.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -836559.125000 Penalty: 2878.553711
	Iteration 18Q: 3 clusters Score -836559.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -836577.875000 Penalty: 2878.553711
	Iteration 19Q: 3 clusters Score -836577.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -836591.437500 Penalty: 2878.553711
	Iteration 20F: 3 clusters Score -836591.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -836609.500000 Penalty: 2878.553711
	Iteration 21Q: 3 clusters Score -836609.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -836618.937500 Penalty: 2878.553711
	Iteration 22Q: 3 clusters Score -836618.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -836627.250000 Penalty: 2878.553711
	Iteration 23Q: 3 clusters Score -836627.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -836633.937500 Penalty: 2878.553711
	Iteration 24Q: 3 clusters Score -836633.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -836645.500000 Penalty: 2878.553711
	Iteration 25Q: 3 clusters Score -836645.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -836653.000000 Penalty: 2878.553711
	Iteration 26Q: 3 clusters Score -836653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -836662.562500 Penalty: 2878.553711
	Iteration 27Q: 3 clusters Score -836662.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -836668.187500 Penalty: 2878.553711
	Iteration 28Q: 3 clusters Score -836668.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -836673.687500 Penalty: 2878.553711
	Iteration 29Q: 3 clusters Score -836673.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -836675.687500 Penalty: 2878.553711
	Iteration 30Q: 3 clusters Score -836675.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -836678.250000 Penalty: 2878.553711
	Iteration 31Q: 3 clusters Score -836678.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -836677.875000 Penalty: 2878.553711
	Iteration 32Q: 3 clusters Score -836677.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -836678.312500 Penalty: 2878.553711
	Iteration 33Q: 3 clusters Score -836678.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -836679.437500 Penalty: 2878.553711
	Iteration 34Q: 3 clusters Score -836679.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -836679.187500 Penalty: 2878.553711
	Iteration 35Q: 3 clusters Score -836679.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -836679.187500 Penalty: 2878.553711
	Iteration 36F: 3 clusters Score -836679.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (123969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123969 members 
Entering Unmasked Estep 
Score: -15487042.000000 Penalty: 1905.765381
	Iteration 0F: 2 clusters Score -1.548704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61950 members 
Mstep: Class 2 contains 62019 members 
Entering Unmasked Estep 
Score: -15411469.000000 Penalty: 3811.530762
	Iteration 0F: 3 clusters Score -1.541147e+07 nChanged 59433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61535 members 
Mstep: Class 2 contains 62434 members 
Entering Unmasked Estep 
Score: -15445871.000000 Penalty: 3811.530762
	Iteration 1F: 3 clusters Score -1.544587e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61247 members 
Mstep: Class 2 contains 62722 members 
Entering Unmasked Estep 
Score: -15446361.000000 Penalty: 3811.530762
	Iteration 2Q: 3 clusters Score -1.544636e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60793 members 
Mstep: Class 2 contains 63176 members 
Entering Unmasked Estep 
Score: -15446761.000000 Penalty: 3811.530762
	Iteration 3Q: 3 clusters Score -1.544676e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60052 members 
Mstep: Class 2 contains 63917 members 
Entering Unmasked Estep 
Score: -15447225.000000 Penalty: 3811.530762
	Iteration 4Q: 3 clusters Score -1.544722e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58857 members 
Mstep: Class 2 contains 65112 members 
Entering Unmasked Estep 
Score: -15447863.000000 Penalty: 3811.530762
	Iteration 5Q: 3 clusters Score -1.544786e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57016 members 
Mstep: Class 2 contains 66953 members 
Entering Unmasked Estep 
Score: -15448641.000000 Penalty: 3811.530762
	Iteration 6Q: 3 clusters Score -1.544864e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54165 members 
Mstep: Class 2 contains 69804 members 
Entering Unmasked Estep 
Score: -15449994.000000 Penalty: 3811.530762
	Iteration 7Q: 3 clusters Score -1.544999e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 73897 members 
Entering Unmasked Estep 
Score: -15452099.000000 Penalty: 3811.530762
	Iteration 8Q: 3 clusters Score -1.54521e+07 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 79846 members 
Entering Unmasked Estep 
Score: -15455572.000000 Penalty: 3811.530762
	Iteration 9Q: 3 clusters Score -1.545557e+07 nChanged 8160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 87926 members 
Entering Unmasked Estep 
Score: -15461436.000000 Penalty: 3811.530762
	Iteration 10F: 3 clusters Score -1.546144e+07 nChanged 9578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 97486 members 
Entering Unmasked Estep 
Score: -15469512.000000 Penalty: 3811.530762
	Iteration 11F: 3 clusters Score -1.546951e+07 nChanged 9191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 106663 members 
Entering Unmasked Estep 
Score: -15476408.000000 Penalty: 3811.530762
	Iteration 12F: 3 clusters Score -1.547641e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 113182 members 
Entering Unmasked Estep 
Score: -15480614.000000 Penalty: 3811.530762
	Iteration 13F: 3 clusters Score -1.548061e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 117122 members 
Entering Unmasked Estep 
Score: -15482730.000000 Penalty: 3811.530762
	Iteration 14Q: 3 clusters Score -1.548273e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 119321 members 
Entering Unmasked Estep 
Score: -15483878.000000 Penalty: 3811.530762
	Iteration 15Q: 3 clusters Score -1.548388e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 120641 members 
Entering Unmasked Estep 
Score: -15484556.000000 Penalty: 3811.530762
	Iteration 16Q: 3 clusters Score -1.548456e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 121483 members 
Entering Unmasked Estep 
Score: -15484851.000000 Penalty: 3811.530762
	Iteration 17Q: 3 clusters Score -1.548485e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 122006 members 
Entering Unmasked Estep 
Score: -15485031.000000 Penalty: 3811.530762
	Iteration 18Q: 3 clusters Score -1.548503e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 122352 members 
Entering Unmasked Estep 
Score: -15485149.000000 Penalty: 3811.530762
	Iteration 19Q: 3 clusters Score -1.548515e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 122589 members 
Entering Unmasked Estep 
Score: -15485225.000000 Penalty: 3811.530762
	Iteration 20F: 3 clusters Score -1.548522e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 122735 members 
Entering Unmasked Estep 
Score: -15485300.000000 Penalty: 3811.530762
	Iteration 21Q: 3 clusters Score -1.54853e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 122851 members 
Entering Unmasked Estep 
Score: -15485365.000000 Penalty: 3811.530762
	Iteration 22Q: 3 clusters Score -1.548536e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 122927 members 
Entering Unmasked Estep 
Score: -15485382.000000 Penalty: 3811.530762
	Iteration 23Q: 3 clusters Score -1.548538e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 122977 members 
Entering Unmasked Estep 
Score: -15485412.000000 Penalty: 3811.530762
	Iteration 24Q: 3 clusters Score -1.548541e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 123034 members 
Entering Unmasked Estep 
Score: -15485468.000000 Penalty: 3811.530762
	Iteration 25Q: 3 clusters Score -1.548547e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 123060 members 
Entering Unmasked Estep 
Score: -15485495.000000 Penalty: 3811.530762
	Iteration 26Q: 3 clusters Score -1.54855e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 123085 members 
Entering Unmasked Estep 
Score: -15485492.000000 Penalty: 3811.530762
	Iteration 27Q: 3 clusters Score -1.548549e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 123117 members 
Entering Unmasked Estep 
Score: -15485495.000000 Penalty: 3811.530762
	Iteration 28Q: 3 clusters Score -1.54855e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 123145 members 
Entering Unmasked Estep 
Score: -15485523.000000 Penalty: 3811.530762
	Iteration 29Q: 3 clusters Score -1.548552e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 123161 members 
Entering Unmasked Estep 
Score: -15485537.000000 Penalty: 3811.530762
	Iteration 30Q: 3 clusters Score -1.548554e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 123176 members 
Entering Unmasked Estep 
Score: -15485557.000000 Penalty: 3811.530762
	Iteration 31Q: 3 clusters Score -1.548556e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 123186 members 
Entering Unmasked Estep 
Score: -15485580.000000 Penalty: 3811.530762
	Iteration 32Q: 3 clusters Score -1.548558e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 123191 members 
Entering Unmasked Estep 
Score: -15485585.000000 Penalty: 3811.530762
	Iteration 33Q: 3 clusters Score -1.548558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 123193 members 
Entering Unmasked Estep 
Score: -15485578.000000 Penalty: 3811.530762
	Iteration 34Q: 3 clusters Score -1.548558e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 123193 members 
Entering Unmasked Estep 
Score: -15485579.000000 Penalty: 3811.530762
	Iteration 35Q: 3 clusters Score -1.548558e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 123203 members 
Entering Unmasked Estep 
Score: -15485598.000000 Penalty: 3811.530762
	Iteration 36Q: 3 clusters Score -1.54856e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 123212 members 
Entering Unmasked Estep 
Score: -15485586.000000 Penalty: 3811.530762
	Iteration 37Q: 3 clusters Score -1.548559e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 123218 members 
Entering Unmasked Estep 
Score: -15485606.000000 Penalty: 3811.530762
	Iteration 38Q: 3 clusters Score -1.548561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 123226 members 
Entering Unmasked Estep 
Score: -15485605.000000 Penalty: 3811.530762
	Iteration 39Q: 3 clusters Score -1.54856e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 123231 members 
Entering Unmasked Estep 
Score: -15485601.000000 Penalty: 3811.530762
	Iteration 40F: 3 clusters Score -1.54856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 123236 members 
Entering Unmasked Estep 
Score: -15485605.000000 Penalty: 3811.530762
	Iteration 41Q: 3 clusters Score -1.54856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 123241 members 
Entering Unmasked Estep 
Score: -15485599.000000 Penalty: 3811.530762
	Iteration 42Q: 3 clusters Score -1.54856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 123244 members 
Entering Unmasked Estep 
Score: -15485593.000000 Penalty: 3811.530762
	Iteration 43Q: 3 clusters Score -1.548559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 123246 members 
Entering Unmasked Estep 
Score: -15485591.000000 Penalty: 3811.530762
	Iteration 44Q: 3 clusters Score -1.548559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 123246 members 
Entering Unmasked Estep 
Score: -15485592.000000 Penalty: 3811.530762
	Iteration 45Q: 3 clusters Score -1.548559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 123247 members 
Entering Unmasked Estep 
Score: -15485600.000000 Penalty: 3811.530762
	Iteration 46Q: 3 clusters Score -1.54856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 123246 members 
Entering Unmasked Estep 
Score: -15485590.000000 Penalty: 3811.530762
	Iteration 47Q: 3 clusters Score -1.548559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 123246 members 
Entering Unmasked Estep 
Score: -15485594.000000 Penalty: 3811.530762
	Iteration 48Q: 3 clusters Score -1.548559e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 123246 members 
Entering Unmasked Estep 
Score: -15485594.000000 Penalty: 3811.530762
	Iteration 49F: 3 clusters Score -1.548559e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Entering Unmasked Estep 
Score: -118453.218750 Penalty: 1139.907349
	Iteration 0F: 2 clusters Score -118453.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -117021.343750 Penalty: 2279.814697
	Iteration 0F: 3 clusters Score -117021.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -117482.515625 Penalty: 2279.814697
	Iteration 1F: 3 clusters Score -117482.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -117663.679688 Penalty: 2279.814697
	Iteration 2F: 3 clusters Score -117663.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -117741.062500 Penalty: 2279.814697
	Iteration 3F: 3 clusters Score -117741.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -117790.812500 Penalty: 2279.814697
	Iteration 4Q: 3 clusters Score -117790.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -117830.976562 Penalty: 2279.814697
	Iteration 5Q: 3 clusters Score -117831 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -117864.890625 Penalty: 2279.814697
	Iteration 6Q: 3 clusters Score -117864.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -117921.117188 Penalty: 2279.814697
	Iteration 7Q: 3 clusters Score -117921.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -117964.609375 Penalty: 2279.814697
	Iteration 8Q: 3 clusters Score -117964.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -117999.906250 Penalty: 2279.814697
	Iteration 9Q: 3 clusters Score -117999.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -118040.765625 Penalty: 2279.814697
	Iteration 10Q: 3 clusters Score -118040.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -118069.007812 Penalty: 2279.814697
	Iteration 11Q: 3 clusters Score -118069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -118085.968750 Penalty: 2279.814697
	Iteration 12Q: 3 clusters Score -118086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -118101.195312 Penalty: 2279.814697
	Iteration 13Q: 3 clusters Score -118101.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -118108.500000 Penalty: 2279.814697
	Iteration 14Q: 3 clusters Score -118108.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -118110.000000 Penalty: 2279.814697
	Iteration 15Q: 3 clusters Score -118110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -118110.992188 Penalty: 2279.814697
	Iteration 16Q: 3 clusters Score -118111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -118111.796875 Penalty: 2279.814697
	Iteration 17Q: 3 clusters Score -118111.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -118112.492188 Penalty: 2279.814697
	Iteration 18Q: 3 clusters Score -118112.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -118115.335938 Penalty: 2279.814697
	Iteration 19Q: 3 clusters Score -118115.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -118119.625000 Penalty: 2279.814697
	Iteration 20F: 3 clusters Score -118119.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -118124.867188 Penalty: 2279.814697
	Iteration 21Q: 3 clusters Score -118124.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -118126.328125 Penalty: 2279.814697
	Iteration 22Q: 3 clusters Score -118126.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -118129.992188 Penalty: 2279.814697
	Iteration 23Q: 3 clusters Score -118130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -118130.859375 Penalty: 2279.814697
	Iteration 24Q: 3 clusters Score -118130.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -118131.640625 Penalty: 2279.814697
	Iteration 25Q: 3 clusters Score -118131.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -118131.812500 Penalty: 2279.814697
	Iteration 26Q: 3 clusters Score -118131.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -118131.812500 Penalty: 2279.814697
	Iteration 27F: 3 clusters Score -118131.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Entering Unmasked Estep 
Score: -167532.250000 Penalty: 1189.262695
	Iteration 0F: 2 clusters Score -167532.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -165779.546875 Penalty: 2378.525391
	Iteration 0F: 3 clusters Score -165779.5 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -166170.859375 Penalty: 2378.525391
	Iteration 1F: 3 clusters Score -166170.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -166329.406250 Penalty: 2378.525391
	Iteration 2F: 3 clusters Score -166329.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -166454.093750 Penalty: 2378.525391
	Iteration 3F: 3 clusters Score -166454.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -166555.953125 Penalty: 2378.525391
	Iteration 4Q: 3 clusters Score -166556 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -166633.390625 Penalty: 2378.525391
	Iteration 5Q: 3 clusters Score -166633.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -166691.859375 Penalty: 2378.525391
	Iteration 6Q: 3 clusters Score -166691.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -166733.531250 Penalty: 2378.525391
	Iteration 7Q: 3 clusters Score -166733.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -166756.375000 Penalty: 2378.525391
	Iteration 8Q: 3 clusters Score -166756.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -166767.625000 Penalty: 2378.525391
	Iteration 9Q: 3 clusters Score -166767.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -166779.625000 Penalty: 2378.525391
	Iteration 10Q: 3 clusters Score -166779.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -166797.718750 Penalty: 2378.525391
	Iteration 11Q: 3 clusters Score -166797.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -166819.015625 Penalty: 2378.525391
	Iteration 12Q: 3 clusters Score -166819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -166840.062500 Penalty: 2378.525391
	Iteration 13Q: 3 clusters Score -166840.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -166858.234375 Penalty: 2378.525391
	Iteration 14Q: 3 clusters Score -166858.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -166884.015625 Penalty: 2378.525391
	Iteration 15Q: 3 clusters Score -166884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -166901.531250 Penalty: 2378.525391
	Iteration 16Q: 3 clusters Score -166901.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -166917.531250 Penalty: 2378.525391
	Iteration 17Q: 3 clusters Score -166917.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -166925.812500 Penalty: 2378.525391
	Iteration 18Q: 3 clusters Score -166925.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -166929.984375 Penalty: 2378.525391
	Iteration 19Q: 3 clusters Score -166930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -166934.140625 Penalty: 2378.525391
	Iteration 20F: 3 clusters Score -166934.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -166937.500000 Penalty: 2378.525391
	Iteration 21Q: 3 clusters Score -166937.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -166938.625000 Penalty: 2378.525391
	Iteration 22Q: 3 clusters Score -166938.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -166939.171875 Penalty: 2378.525391
	Iteration 23Q: 3 clusters Score -166939.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -166940.765625 Penalty: 2378.525391
	Iteration 24Q: 3 clusters Score -166940.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -166941.578125 Penalty: 2378.525391
	Iteration 25Q: 3 clusters Score -166941.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -166943.296875 Penalty: 2378.525391
	Iteration 26Q: 3 clusters Score -166943.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -166949.671875 Penalty: 2378.525391
	Iteration 27Q: 3 clusters Score -166949.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -166954.859375 Penalty: 2378.525391
	Iteration 28Q: 3 clusters Score -166954.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -166957.421875 Penalty: 2378.525391
	Iteration 29Q: 3 clusters Score -166957.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -166963.421875 Penalty: 2378.525391
	Iteration 30Q: 3 clusters Score -166963.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -166971.671875 Penalty: 2378.525391
	Iteration 31Q: 3 clusters Score -166971.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -166973.968750 Penalty: 2378.525391
	Iteration 32Q: 3 clusters Score -166974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -166976.234375 Penalty: 2378.525391
	Iteration 33Q: 3 clusters Score -166976.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -166978.859375 Penalty: 2378.525391
	Iteration 34Q: 3 clusters Score -166978.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -166983.281250 Penalty: 2378.525391
	Iteration 35Q: 3 clusters Score -166983.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -166988.218750 Penalty: 2378.525391
	Iteration 36Q: 3 clusters Score -166988.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -166991.968750 Penalty: 2378.525391
	Iteration 37Q: 3 clusters Score -166992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -166998.343750 Penalty: 2378.525391
	Iteration 38Q: 3 clusters Score -166998.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -167000.843750 Penalty: 2378.525391
	Iteration 39Q: 3 clusters Score -167000.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -167002.406250 Penalty: 2378.525391
	Iteration 40F: 3 clusters Score -167002.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -167003.140625 Penalty: 2378.525391
	Iteration 41Q: 3 clusters Score -167003.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -167003.437500 Penalty: 2378.525391
	Iteration 42Q: 3 clusters Score -167003.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -167003.437500 Penalty: 2378.525391
	Iteration 43F: 3 clusters Score -167003.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Entering Unmasked Estep 
Score: -621964.187500 Penalty: 1389.916504
	Iteration 0F: 2 clusters Score -621964.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -617866.000000 Penalty: 2779.833008
	Iteration 0F: 3 clusters Score -617866 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -619161.125000 Penalty: 2779.833008
	Iteration 1F: 3 clusters Score -619161.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -619373.437500 Penalty: 2779.833008
	Iteration 2F: 3 clusters Score -619373.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -619507.312500 Penalty: 2779.833008
	Iteration 3F: 3 clusters Score -619507.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -619583.000000 Penalty: 2779.833008
	Iteration 4Q: 3 clusters Score -619583 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -619638.312500 Penalty: 2779.833008
	Iteration 5Q: 3 clusters Score -619638.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -619690.500000 Penalty: 2779.833008
	Iteration 6Q: 3 clusters Score -619690.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -619735.500000 Penalty: 2779.833008
	Iteration 7Q: 3 clusters Score -619735.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -619781.437500 Penalty: 2779.833008
	Iteration 8Q: 3 clusters Score -619781.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -619821.125000 Penalty: 2779.833008
	Iteration 9Q: 3 clusters Score -619821.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -619869.937500 Penalty: 2779.833008
	Iteration 10Q: 3 clusters Score -619869.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -619918.562500 Penalty: 2779.833008
	Iteration 11Q: 3 clusters Score -619918.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -619964.750000 Penalty: 2779.833008
	Iteration 12Q: 3 clusters Score -619964.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -620006.187500 Penalty: 2779.833008
	Iteration 13Q: 3 clusters Score -620006.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -620037.437500 Penalty: 2779.833008
	Iteration 14Q: 3 clusters Score -620037.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -620063.062500 Penalty: 2779.833008
	Iteration 15Q: 3 clusters Score -620063.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -620088.437500 Penalty: 2779.833008
	Iteration 16Q: 3 clusters Score -620088.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -620111.125000 Penalty: 2779.833008
	Iteration 17Q: 3 clusters Score -620111.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -620130.625000 Penalty: 2779.833008
	Iteration 18Q: 3 clusters Score -620130.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -620147.375000 Penalty: 2779.833008
	Iteration 19Q: 3 clusters Score -620147.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -620161.000000 Penalty: 2779.833008
	Iteration 20F: 3 clusters Score -620161 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -620182.187500 Penalty: 2779.833008
	Iteration 21Q: 3 clusters Score -620182.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -620201.250000 Penalty: 2779.833008
	Iteration 22Q: 3 clusters Score -620201.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -620216.562500 Penalty: 2779.833008
	Iteration 23Q: 3 clusters Score -620216.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -620238.062500 Penalty: 2779.833008
	Iteration 24Q: 3 clusters Score -620238.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -620255.625000 Penalty: 2779.833008
	Iteration 25Q: 3 clusters Score -620255.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -620273.687500 Penalty: 2779.833008
	Iteration 26Q: 3 clusters Score -620273.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -620295.625000 Penalty: 2779.833008
	Iteration 27Q: 3 clusters Score -620295.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -620315.250000 Penalty: 2779.833008
	Iteration 28Q: 3 clusters Score -620315.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -620335.937500 Penalty: 2779.833008
	Iteration 29Q: 3 clusters Score -620335.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -620358.375000 Penalty: 2779.833008
	Iteration 30Q: 3 clusters Score -620358.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -620382.937500 Penalty: 2779.833008
	Iteration 31Q: 3 clusters Score -620382.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -620418.500000 Penalty: 2779.833008
	Iteration 32Q: 3 clusters Score -620418.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -620466.750000 Penalty: 2779.833008
	Iteration 33Q: 3 clusters Score -620466.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -620516.750000 Penalty: 2779.833008
	Iteration 34Q: 3 clusters Score -620516.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -620554.875000 Penalty: 2779.833008
	Iteration 35Q: 3 clusters Score -620554.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -620585.625000 Penalty: 2779.833008
	Iteration 36Q: 3 clusters Score -620585.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -620635.937500 Penalty: 2779.833008
	Iteration 37Q: 3 clusters Score -620635.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -620668.562500 Penalty: 2779.833008
	Iteration 38Q: 3 clusters Score -620668.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -620683.000000 Penalty: 2779.833008
	Iteration 39Q: 3 clusters Score -620683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -620691.937500 Penalty: 2779.833008
	Iteration 40F: 3 clusters Score -620691.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -620696.375000 Penalty: 2779.833008
	Iteration 41Q: 3 clusters Score -620696.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -620700.250000 Penalty: 2779.833008
	Iteration 42Q: 3 clusters Score -620700.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -620700.750000 Penalty: 2779.833008
	Iteration 43Q: 3 clusters Score -620700.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -620700.500000 Penalty: 2779.833008
	Iteration 44Q: 3 clusters Score -620700.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -620703.000000 Penalty: 2779.833008
	Iteration 45Q: 3 clusters Score -620703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -620704.125000 Penalty: 2779.833008
	Iteration 46Q: 3 clusters Score -620704.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -620704.125000 Penalty: 2779.833008
	Iteration 47F: 3 clusters Score -620704.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Entering Unmasked Estep 
Score: -1205259.625000 Penalty: 1492.115479
	Iteration 0F: 2 clusters Score -1205260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1198380.625000 Penalty: 2984.230957
	Iteration 0F: 3 clusters Score -1198381 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1200568.250000 Penalty: 2984.230957
	Iteration 1F: 3 clusters Score -1200568 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1200837.000000 Penalty: 2984.230957
	Iteration 2F: 3 clusters Score -1200837 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1201069.875000 Penalty: 2984.230957
	Iteration 3F: 3 clusters Score -1201070 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1201254.250000 Penalty: 2984.230957
	Iteration 4Q: 3 clusters Score -1201254 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1201444.250000 Penalty: 2984.230957
	Iteration 5Q: 3 clusters Score -1201444 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1201621.000000 Penalty: 2984.230957
	Iteration 6Q: 3 clusters Score -1201621 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1201793.500000 Penalty: 2984.230957
	Iteration 7Q: 3 clusters Score -1201794 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1201945.250000 Penalty: 2984.230957
	Iteration 8Q: 3 clusters Score -1201945 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1202079.375000 Penalty: 2984.230957
	Iteration 9Q: 3 clusters Score -1202079 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1202221.500000 Penalty: 2984.230957
	Iteration 10Q: 3 clusters Score -1202222 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1202355.125000 Penalty: 2984.230957
	Iteration 11Q: 3 clusters Score -1202355 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1202485.000000 Penalty: 2984.230957
	Iteration 12Q: 3 clusters Score -1202485 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1202618.750000 Penalty: 2984.230957
	Iteration 13Q: 3 clusters Score -1202619 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1202756.125000 Penalty: 2984.230957
	Iteration 14Q: 3 clusters Score -1202756 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1202884.750000 Penalty: 2984.230957
	Iteration 15Q: 3 clusters Score -1202885 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1203025.875000 Penalty: 2984.230957
	Iteration 16Q: 3 clusters Score -1203026 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1203164.000000 Penalty: 2984.230957
	Iteration 17Q: 3 clusters Score -1203164 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1203306.500000 Penalty: 2984.230957
	Iteration 18Q: 3 clusters Score -1203306 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1203437.125000 Penalty: 2984.230957
	Iteration 19Q: 3 clusters Score -1203437 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1203551.250000 Penalty: 2984.230957
	Iteration 20F: 3 clusters Score -1203551 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1203642.625000 Penalty: 2984.230957
	Iteration 21Q: 3 clusters Score -1203643 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1203735.500000 Penalty: 2984.230957
	Iteration 22Q: 3 clusters Score -1203736 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1203828.625000 Penalty: 2984.230957
	Iteration 23Q: 3 clusters Score -1203829 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1203913.000000 Penalty: 2984.230957
	Iteration 24Q: 3 clusters Score -1203913 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1203974.750000 Penalty: 2984.230957
	Iteration 25Q: 3 clusters Score -1203975 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1204006.750000 Penalty: 2984.230957
	Iteration 26Q: 3 clusters Score -1204007 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1204027.125000 Penalty: 2984.230957
	Iteration 27Q: 3 clusters Score -1204027 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1204045.250000 Penalty: 2984.230957
	Iteration 28Q: 3 clusters Score -1204045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1204064.625000 Penalty: 2984.230957
	Iteration 29Q: 3 clusters Score -1204065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1204079.750000 Penalty: 2984.230957
	Iteration 30Q: 3 clusters Score -1204080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1204089.375000 Penalty: 2984.230957
	Iteration 31Q: 3 clusters Score -1204089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1204095.875000 Penalty: 2984.230957
	Iteration 32Q: 3 clusters Score -1204096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1204107.875000 Penalty: 2984.230957
	Iteration 33Q: 3 clusters Score -1204108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1204115.250000 Penalty: 2984.230957
	Iteration 34Q: 3 clusters Score -1204115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1204123.125000 Penalty: 2984.230957
	Iteration 35Q: 3 clusters Score -1204123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1204128.625000 Penalty: 2984.230957
	Iteration 36Q: 3 clusters Score -1204129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1204132.750000 Penalty: 2984.230957
	Iteration 37Q: 3 clusters Score -1204133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1204134.750000 Penalty: 2984.230957
	Iteration 38Q: 3 clusters Score -1204135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1204137.125000 Penalty: 2984.230957
	Iteration 39Q: 3 clusters Score -1204137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1204139.125000 Penalty: 2984.230957
	Iteration 40F: 3 clusters Score -1204139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1204139.250000 Penalty: 2984.230957
	Iteration 41Q: 3 clusters Score -1204139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1204139.250000 Penalty: 2984.230957
	Iteration 42F: 3 clusters Score -1204139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (73951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73951 members 
Entering Unmasked Estep 
Score: -9293499.000000 Penalty: 1821.813110
	Iteration 0F: 2 clusters Score -9293499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -9244198.000000 Penalty: 3643.626221
	Iteration 0F: 3 clusters Score -9244198 nChanged 35115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -9264217.000000 Penalty: 3643.626221
	Iteration 1F: 3 clusters Score -9264217 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -9264964.000000 Penalty: 3643.626221
	Iteration 2Q: 3 clusters Score -9264964 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -9266111.000000 Penalty: 3643.626221
	Iteration 3Q: 3 clusters Score -9266111 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -9267930.000000 Penalty: 3643.626221
	Iteration 4F: 3 clusters Score -9267930 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 48701 members 
Entering Unmasked Estep 
Score: -9270953.000000 Penalty: 3643.626221
	Iteration 5F: 3 clusters Score -9270953 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 53373 members 
Entering Unmasked Estep 
Score: -9275402.000000 Penalty: 3643.626221
	Iteration 6F: 3 clusters Score -9275402 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 58388 members 
Entering Unmasked Estep 
Score: -9280834.000000 Penalty: 3643.626221
	Iteration 7F: 3 clusters Score -9280834 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 62506 members 
Entering Unmasked Estep 
Score: -9285415.000000 Penalty: 3643.626221
	Iteration 8F: 3 clusters Score -9285415 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 65088 members 
Entering Unmasked Estep 
Score: -9288555.000000 Penalty: 3643.626221
	Iteration 9Q: 3 clusters Score -9288555 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 66434 members 
Entering Unmasked Estep 
Score: -9290368.000000 Penalty: 3643.626221
	Iteration 10Q: 3 clusters Score -9290368 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 67236 members 
Entering Unmasked Estep 
Score: -9291147.000000 Penalty: 3643.626221
	Iteration 11Q: 3 clusters Score -9291147 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 67832 members 
Entering Unmasked Estep 
Score: -9291524.000000 Penalty: 3643.626221
	Iteration 12Q: 3 clusters Score -9291524 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 68355 members 
Entering Unmasked Estep 
Score: -9291743.000000 Penalty: 3643.626221
	Iteration 13Q: 3 clusters Score -9291743 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 68788 members 
Entering Unmasked Estep 
Score: -9291907.000000 Penalty: 3643.626221
	Iteration 14Q: 3 clusters Score -9291907 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 69217 members 
Entering Unmasked Estep 
Score: -9292052.000000 Penalty: 3643.626221
	Iteration 15Q: 3 clusters Score -9292052 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 69565 members 
Entering Unmasked Estep 
Score: -9292142.000000 Penalty: 3643.626221
	Iteration 16Q: 3 clusters Score -9292142 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 69830 members 
Entering Unmasked Estep 
Score: -9292213.000000 Penalty: 3643.626221
	Iteration 17Q: 3 clusters Score -9292213 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 70066 members 
Entering Unmasked Estep 
Score: -9292289.000000 Penalty: 3643.626221
	Iteration 18Q: 3 clusters Score -9292289 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 70273 members 
Entering Unmasked Estep 
Score: -9292346.000000 Penalty: 3643.626221
	Iteration 19Q: 3 clusters Score -9292346 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 70465 members 
Entering Unmasked Estep 
Score: -9292383.000000 Penalty: 3643.626221
	Iteration 20F: 3 clusters Score -9292383 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 70626 members 
Entering Unmasked Estep 
Score: -9292392.000000 Penalty: 3643.626221
	Iteration 21Q: 3 clusters Score -9292392 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 70781 members 
Entering Unmasked Estep 
Score: -9292426.000000 Penalty: 3643.626221
	Iteration 22Q: 3 clusters Score -9292426 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 70927 members 
Entering Unmasked Estep 
Score: -9292434.000000 Penalty: 3643.626221
	Iteration 23Q: 3 clusters Score -9292434 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 71046 members 
Entering Unmasked Estep 
Score: -9292460.000000 Penalty: 3643.626221
	Iteration 24Q: 3 clusters Score -9292460 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 71150 members 
Entering Unmasked Estep 
Score: -9292468.000000 Penalty: 3643.626221
	Iteration 25Q: 3 clusters Score -9292468 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 71226 members 
Entering Unmasked Estep 
Score: -9292458.000000 Penalty: 3643.626221
	Iteration 26Q: 3 clusters Score -9292458 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 71295 members 
Entering Unmasked Estep 
Score: -9292449.000000 Penalty: 3643.626221
	Iteration 27Q: 3 clusters Score -9292449 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 71349 members 
Entering Unmasked Estep 
Score: -9292445.000000 Penalty: 3643.626221
	Iteration 28Q: 3 clusters Score -9292445 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 71402 members 
Entering Unmasked Estep 
Score: -9292442.000000 Penalty: 3643.626221
	Iteration 29Q: 3 clusters Score -9292442 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 71461 members 
Entering Unmasked Estep 
Score: -9292441.000000 Penalty: 3643.626221
	Iteration 30Q: 3 clusters Score -9292441 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 71504 members 
Entering Unmasked Estep 
Score: -9292452.000000 Penalty: 3643.626221
	Iteration 31Q: 3 clusters Score -9292452 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 71545 members 
Entering Unmasked Estep 
Score: -9292440.000000 Penalty: 3643.626221
	Iteration 32Q: 3 clusters Score -9292440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 71570 members 
Entering Unmasked Estep 
Score: -9292451.000000 Penalty: 3643.626221
	Iteration 33Q: 3 clusters Score -9292451 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 71603 members 
Entering Unmasked Estep 
Score: -9292455.000000 Penalty: 3643.626221
	Iteration 34Q: 3 clusters Score -9292455 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 71626 members 
Entering Unmasked Estep 
Score: -9292452.000000 Penalty: 3643.626221
	Iteration 35Q: 3 clusters Score -9292452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 71648 members 
Entering Unmasked Estep 
Score: -9292461.000000 Penalty: 3643.626221
	Iteration 36Q: 3 clusters Score -9292461 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 71677 members 
Entering Unmasked Estep 
Score: -9292463.000000 Penalty: 3643.626221
	Iteration 37Q: 3 clusters Score -9292463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 71701 members 
Entering Unmasked Estep 
Score: -9292455.000000 Penalty: 3643.626221
	Iteration 38Q: 3 clusters Score -9292455 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 71726 members 
Entering Unmasked Estep 
Score: -9292478.000000 Penalty: 3643.626221
	Iteration 39Q: 3 clusters Score -9292478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 71748 members 
Entering Unmasked Estep 
Score: -9292480.000000 Penalty: 3643.626221
	Iteration 40F: 3 clusters Score -9292480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 71766 members 
Entering Unmasked Estep 
Score: -9292467.000000 Penalty: 3643.626221
	Iteration 41Q: 3 clusters Score -9292467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 71781 members 
Entering Unmasked Estep 
Score: -9292462.000000 Penalty: 3643.626221
	Iteration 42Q: 3 clusters Score -9292462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 71798 members 
Entering Unmasked Estep 
Score: -9292468.000000 Penalty: 3643.626221
	Iteration 43Q: 3 clusters Score -9292468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 71810 members 
Entering Unmasked Estep 
Score: -9292468.000000 Penalty: 3643.626221
	Iteration 44Q: 3 clusters Score -9292468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 71825 members 
Entering Unmasked Estep 
Score: -9292469.000000 Penalty: 3643.626221
	Iteration 45Q: 3 clusters Score -9292469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 71845 members 
Entering Unmasked Estep 
Score: -9292469.000000 Penalty: 3643.626221
	Iteration 46Q: 3 clusters Score -9292469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 71864 members 
Entering Unmasked Estep 
Score: -9292469.000000 Penalty: 3643.626221
	Iteration 47Q: 3 clusters Score -9292469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 71879 members 
Entering Unmasked Estep 
Score: -9292471.000000 Penalty: 3643.626221
	Iteration 48Q: 3 clusters Score -9292471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 71895 members 
Entering Unmasked Estep 
Score: -9292475.000000 Penalty: 3643.626221
	Iteration 49Q: 3 clusters Score -9292475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 71907 members 
Entering Unmasked Estep 
Score: -9292472.000000 Penalty: 3643.626221
	Iteration 50Q: 3 clusters Score -9292472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 71912 members 
Entering Unmasked Estep 
Score: -9292470.000000 Penalty: 3643.626221
	Iteration 51Q: 3 clusters Score -9292470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 71915 members 
Entering Unmasked Estep 
Score: -9292478.000000 Penalty: 3643.626221
	Iteration 52Q: 3 clusters Score -9292478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 71920 members 
Entering Unmasked Estep 
Score: -9292478.000000 Penalty: 3643.626221
	Iteration 53Q: 3 clusters Score -9292478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 71924 members 
Entering Unmasked Estep 
Score: -9292470.000000 Penalty: 3643.626221
	Iteration 54Q: 3 clusters Score -9292470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 71927 members 
Entering Unmasked Estep 
Score: -9292478.000000 Penalty: 3643.626221
	Iteration 55Q: 3 clusters Score -9292478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 71932 members 
Entering Unmasked Estep 
Score: -9292470.000000 Penalty: 3643.626221
	Iteration 56Q: 3 clusters Score -9292470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 71935 members 
Entering Unmasked Estep 
Score: -9292471.000000 Penalty: 3643.626221
	Iteration 57Q: 3 clusters Score -9292471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 71937 members 
Entering Unmasked Estep 
Score: -9292466.000000 Penalty: 3643.626221
	Iteration 58Q: 3 clusters Score -9292466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 71939 members 
Entering Unmasked Estep 
Score: -9292469.000000 Penalty: 3643.626221
	Iteration 59Q: 3 clusters Score -9292469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 71939 members 
Entering Unmasked Estep 
Score: -9292469.000000 Penalty: 3643.626221
	Iteration 60F: 3 clusters Score -9292469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -307606.875000 Penalty: 1272.702271
	Iteration 0F: 2 clusters Score -307606.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -305204.406250 Penalty: 2545.404541
	Iteration 0F: 3 clusters Score -305204.4 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -305753.062500 Penalty: 2545.404541
	Iteration 1F: 3 clusters Score -305753.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -305874.500000 Penalty: 2545.404541
	Iteration 2F: 3 clusters Score -305874.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -305962.687500 Penalty: 2545.404541
	Iteration 3Q: 3 clusters Score -305962.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -306028.812500 Penalty: 2545.404541
	Iteration 4Q: 3 clusters Score -306028.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -306081.625000 Penalty: 2545.404541
	Iteration 5Q: 3 clusters Score -306081.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -306122.093750 Penalty: 2545.404541
	Iteration 6Q: 3 clusters Score -306122.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -306171.437500 Penalty: 2545.404541
	Iteration 7Q: 3 clusters Score -306171.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -306216.031250 Penalty: 2545.404541
	Iteration 8Q: 3 clusters Score -306216 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -306255.718750 Penalty: 2545.404541
	Iteration 9Q: 3 clusters Score -306255.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -306307.468750 Penalty: 2545.404541
	Iteration 10Q: 3 clusters Score -306307.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -306340.750000 Penalty: 2545.404541
	Iteration 11Q: 3 clusters Score -306340.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -306370.062500 Penalty: 2545.404541
	Iteration 12Q: 3 clusters Score -306370.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -306395.062500 Penalty: 2545.404541
	Iteration 13Q: 3 clusters Score -306395.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -306419.218750 Penalty: 2545.404541
	Iteration 14Q: 3 clusters Score -306419.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -306452.343750 Penalty: 2545.404541
	Iteration 15Q: 3 clusters Score -306452.3 nChanged 34
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: -306490.843750 Penalty: 2545.404541
	Iteration 16Q: 3 clusters Score -306490.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -306588.468750 Penalty: 2545.404541
	Iteration 17Q: 3 clusters Score -306588.5 nChanged 42
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: -306678.281250 Penalty: 2545.404541
	Iteration 18Q: 3 clusters Score -306678.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -306729.250000 Penalty: 2545.404541
	Iteration 19Q: 3 clusters Score -306729.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -306748.562500 Penalty: 2545.404541
	Iteration 20F: 3 clusters Score -306748.6 nChanged 20
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: -306761.281250 Penalty: 2545.404541
	Iteration 21Q: 3 clusters Score -306761.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -306772.500000 Penalty: 2545.404541
	Iteration 22Q: 3 clusters Score -306772.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -306782.812500 Penalty: 2545.404541
	Iteration 23Q: 3 clusters Score -306782.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -306791.750000 Penalty: 2545.404541
	Iteration 24Q: 3 clusters Score -306791.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -306798.000000 Penalty: 2545.404541
	Iteration 25Q: 3 clusters Score -306798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -306802.781250 Penalty: 2545.404541
	Iteration 26Q: 3 clusters Score -306802.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -306806.562500 Penalty: 2545.404541
	Iteration 27Q: 3 clusters Score -306806.6 nChanged 9
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: -306810.843750 Penalty: 2545.404541
	Iteration 28Q: 3 clusters Score -306810.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -306814.843750 Penalty: 2545.404541
	Iteration 29Q: 3 clusters Score -306814.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -306817.156250 Penalty: 2545.404541
	Iteration 30Q: 3 clusters Score -306817.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -306820.500000 Penalty: 2545.404541
	Iteration 31Q: 3 clusters Score -306820.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -306822.375000 Penalty: 2545.404541
	Iteration 32Q: 3 clusters Score -306822.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -306824.656250 Penalty: 2545.404541
	Iteration 33Q: 3 clusters Score -306824.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -306826.968750 Penalty: 2545.404541
	Iteration 34Q: 3 clusters Score -306827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -306827.218750 Penalty: 2545.404541
	Iteration 35Q: 3 clusters Score -306827.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -306827.812500 Penalty: 2545.404541
	Iteration 36Q: 3 clusters Score -306827.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -306827.812500 Penalty: 2545.404541
	Iteration 37F: 3 clusters Score -306827.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (105460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105460 members 
Entering Unmasked Estep 
Score: -13192928.000000 Penalty: 1879.489136
	Iteration 0F: 2 clusters Score -1.319293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 53033 members 
Entering Unmasked Estep 
Score: -13125470.000000 Penalty: 3758.978271
	Iteration 0F: 3 clusters Score -1.312547e+07 nChanged 50577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 59322 members 
Entering Unmasked Estep 
Score: -13156623.000000 Penalty: 3758.978271
	Iteration 1F: 3 clusters Score -1.315662e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 63220 members 
Entering Unmasked Estep 
Score: -13159497.000000 Penalty: 3758.978271
	Iteration 2F: 3 clusters Score -1.31595e+07 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 68461 members 
Entering Unmasked Estep 
Score: -13164092.000000 Penalty: 3758.978271
	Iteration 3F: 3 clusters Score -1.316409e+07 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 74654 members 
Entering Unmasked Estep 
Score: -13170404.000000 Penalty: 3758.978271
	Iteration 4F: 3 clusters Score -1.31704e+07 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 80668 members 
Entering Unmasked Estep 
Score: -13177252.000000 Penalty: 3758.978271
	Iteration 5F: 3 clusters Score -1.317725e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 85246 members 
Entering Unmasked Estep 
Score: -13182727.000000 Penalty: 3758.978271
	Iteration 6F: 3 clusters Score -1.318273e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 87996 members 
Entering Unmasked Estep 
Score: -13186096.000000 Penalty: 3758.978271
	Iteration 7Q: 3 clusters Score -1.31861e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 89621 members 
Entering Unmasked Estep 
Score: -13187684.000000 Penalty: 3758.978271
	Iteration 8Q: 3 clusters Score -1.318768e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 90819 members 
Entering Unmasked Estep 
Score: -13188662.000000 Penalty: 3758.978271
	Iteration 9Q: 3 clusters Score -1.318866e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 92014 members 
Entering Unmasked Estep 
Score: -13189332.000000 Penalty: 3758.978271
	Iteration 10Q: 3 clusters Score -1.318933e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 93333 members 
Entering Unmasked Estep 
Score: -13190097.000000 Penalty: 3758.978271
	Iteration 11Q: 3 clusters Score -1.31901e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 94693 members 
Entering Unmasked Estep 
Score: -13190656.000000 Penalty: 3758.978271
	Iteration 12Q: 3 clusters Score -1.319066e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 96082 members 
Entering Unmasked Estep 
Score: -13191164.000000 Penalty: 3758.978271
	Iteration 13Q: 3 clusters Score -1.319116e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 97446 members 
Entering Unmasked Estep 
Score: -13191568.000000 Penalty: 3758.978271
	Iteration 14Q: 3 clusters Score -1.319157e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 98708 members 
Entering Unmasked Estep 
Score: -13191906.000000 Penalty: 3758.978271
	Iteration 15Q: 3 clusters Score -1.319191e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 99804 members 
Entering Unmasked Estep 
Score: -13192174.000000 Penalty: 3758.978271
	Iteration 16Q: 3 clusters Score -1.319217e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 100834 members 
Entering Unmasked Estep 
Score: -13192338.000000 Penalty: 3758.978271
	Iteration 17Q: 3 clusters Score -1.319234e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 101697 members 
Entering Unmasked Estep 
Score: -13192456.000000 Penalty: 3758.978271
	Iteration 18Q: 3 clusters Score -1.319246e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 102389 members 
Entering Unmasked Estep 
Score: -13192487.000000 Penalty: 3758.978271
	Iteration 19Q: 3 clusters Score -1.319249e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 102947 members 
Entering Unmasked Estep 
Score: -13192408.000000 Penalty: 3758.978271
	Iteration 20F: 3 clusters Score -1.319241e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 103389 members 
Entering Unmasked Estep 
Score: -13192349.000000 Penalty: 3758.978271
	Iteration 21Q: 3 clusters Score -1.319235e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 103756 members 
Entering Unmasked Estep 
Score: -13192260.000000 Penalty: 3758.978271
	Iteration 22Q: 3 clusters Score -1.319226e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 104054 members 
Entering Unmasked Estep 
Score: -13192141.000000 Penalty: 3758.978271
	Iteration 23Q: 3 clusters Score -1.319214e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 104275 members 
Entering Unmasked Estep 
Score: -13192055.000000 Penalty: 3758.978271
	Iteration 24Q: 3 clusters Score -1.319206e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 104446 members 
Entering Unmasked Estep 
Score: -13192001.000000 Penalty: 3758.978271
	Iteration 25Q: 3 clusters Score -1.3192e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 104568 members 
Entering Unmasked Estep 
Score: -13191934.000000 Penalty: 3758.978271
	Iteration 26Q: 3 clusters Score -1.319193e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 104653 members 
Entering Unmasked Estep 
Score: -13191909.000000 Penalty: 3758.978271
	Iteration 27Q: 3 clusters Score -1.319191e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 104719 members 
Entering Unmasked Estep 
Score: -13191855.000000 Penalty: 3758.978271
	Iteration 28Q: 3 clusters Score -1.319186e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 104773 members 
Entering Unmasked Estep 
Score: -13191835.000000 Penalty: 3758.978271
	Iteration 29Q: 3 clusters Score -1.319184e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 104818 members 
Entering Unmasked Estep 
Score: -13191814.000000 Penalty: 3758.978271
	Iteration 30Q: 3 clusters Score -1.319181e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 104856 members 
Entering Unmasked Estep 
Score: -13191783.000000 Penalty: 3758.978271
	Iteration 31Q: 3 clusters Score -1.319178e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 104874 members 
Entering Unmasked Estep 
Score: -13191785.000000 Penalty: 3758.978271
	Iteration 32Q: 3 clusters Score -1.319178e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 104893 members 
Entering Unmasked Estep 
Score: -13191788.000000 Penalty: 3758.978271
	Iteration 33Q: 3 clusters Score -1.319179e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 104913 members 
Entering Unmasked Estep 
Score: -13191777.000000 Penalty: 3758.978271
	Iteration 34Q: 3 clusters Score -1.319178e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 104927 members 
Entering Unmasked Estep 
Score: -13191778.000000 Penalty: 3758.978271
	Iteration 35Q: 3 clusters Score -1.319178e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 104941 members 
Entering Unmasked Estep 
Score: -13191764.000000 Penalty: 3758.978271
	Iteration 36Q: 3 clusters Score -1.319176e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 104953 members 
Entering Unmasked Estep 
Score: -13191768.000000 Penalty: 3758.978271
	Iteration 37Q: 3 clusters Score -1.319177e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 104966 members 
Entering Unmasked Estep 
Score: -13191768.000000 Penalty: 3758.978271
	Iteration 38Q: 3 clusters Score -1.319177e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 104980 members 
Entering Unmasked Estep 
Score: -13191767.000000 Penalty: 3758.978271
	Iteration 39Q: 3 clusters Score -1.319177e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 104988 members 
Entering Unmasked Estep 
Score: -13191781.000000 Penalty: 3758.978271
	Iteration 40F: 3 clusters Score -1.319178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 104993 members 
Entering Unmasked Estep 
Score: -13191782.000000 Penalty: 3758.978271
	Iteration 41Q: 3 clusters Score -1.319178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 104998 members 
Entering Unmasked Estep 
Score: -13191794.000000 Penalty: 3758.978271
	Iteration 42Q: 3 clusters Score -1.319179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 104999 members 
Entering Unmasked Estep 
Score: -13191796.000000 Penalty: 3758.978271
	Iteration 43Q: 3 clusters Score -1.31918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 104999 members 
Entering Unmasked Estep 
Score: -13191796.000000 Penalty: 3758.978271
	Iteration 44Q: 3 clusters Score -1.31918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 104999 members 
Entering Unmasked Estep 
Score: -13191796.000000 Penalty: 3758.978271
	Iteration 45Q: 3 clusters Score -1.31918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 105000 members 
Entering Unmasked Estep 
Score: -13191793.000000 Penalty: 3758.978271
	Iteration 46Q: 3 clusters Score -1.319179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 105000 members 
Entering Unmasked Estep 
Score: -13191793.000000 Penalty: 3758.978271
	Iteration 47F: 3 clusters Score -1.319179e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (99327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99327 members 
Entering Unmasked Estep 
Score: -12534851.000000 Penalty: 1869.753174
	Iteration 0F: 2 clusters Score -1.253485e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49411 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -12469868.000000 Penalty: 3739.506348
	Iteration 0F: 3 clusters Score -1.246987e+07 nChanged 47360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 53256 members 
Entering Unmasked Estep 
Score: -12497099.000000 Penalty: 3739.506348
	Iteration 1F: 3 clusters Score -1.24971e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 55270 members 
Entering Unmasked Estep 
Score: -12498031.000000 Penalty: 3739.506348
	Iteration 2Q: 3 clusters Score -1.249803e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 58264 members 
Entering Unmasked Estep 
Score: -12499583.000000 Penalty: 3739.506348
	Iteration 3Q: 3 clusters Score -1.249958e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 62648 members 
Entering Unmasked Estep 
Score: -12502194.000000 Penalty: 3739.506348
	Iteration 4F: 3 clusters Score -1.250219e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 68629 members 
Entering Unmasked Estep 
Score: -12506625.000000 Penalty: 3739.506348
	Iteration 5F: 3 clusters Score -1.250662e+07 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 75750 members 
Entering Unmasked Estep 
Score: -12512662.000000 Penalty: 3739.506348
	Iteration 6F: 3 clusters Score -1.251266e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 82905 members 
Entering Unmasked Estep 
Score: -12519265.000000 Penalty: 3739.506348
	Iteration 7F: 3 clusters Score -1.251926e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 88738 members 
Entering Unmasked Estep 
Score: -12524839.000000 Penalty: 3739.506348
	Iteration 8F: 3 clusters Score -1.252484e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 92728 members 
Entering Unmasked Estep 
Score: -12529128.000000 Penalty: 3739.506348
	Iteration 9Q: 3 clusters Score -1.252913e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 95406 members 
Entering Unmasked Estep 
Score: -12531392.000000 Penalty: 3739.506348
	Iteration 10Q: 3 clusters Score -1.253139e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 96983 members 
Entering Unmasked Estep 
Score: -12532420.000000 Penalty: 3739.506348
	Iteration 11Q: 3 clusters Score -1.253242e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 97787 members 
Entering Unmasked Estep 
Score: -12532951.000000 Penalty: 3739.506348
	Iteration 12Q: 3 clusters Score -1.253295e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 98211 members 
Entering Unmasked Estep 
Score: -12533200.000000 Penalty: 3739.506348
	Iteration 13Q: 3 clusters Score -1.25332e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 98424 members 
Entering Unmasked Estep 
Score: -12533333.000000 Penalty: 3739.506348
	Iteration 14Q: 3 clusters Score -1.253333e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 98536 members 
Entering Unmasked Estep 
Score: -12533411.000000 Penalty: 3739.506348
	Iteration 15Q: 3 clusters Score -1.253341e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 98602 members 
Entering Unmasked Estep 
Score: -12533491.000000 Penalty: 3739.506348
	Iteration 16Q: 3 clusters Score -1.253349e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 98639 members 
Entering Unmasked Estep 
Score: -12533557.000000 Penalty: 3739.506348
	Iteration 17Q: 3 clusters Score -1.253356e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 98671 members 
Entering Unmasked Estep 
Score: -12533598.000000 Penalty: 3739.506348
	Iteration 18Q: 3 clusters Score -1.25336e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 98688 members 
Entering Unmasked Estep 
Score: -12533622.000000 Penalty: 3739.506348
	Iteration 19Q: 3 clusters Score -1.253362e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 98709 members 
Entering Unmasked Estep 
Score: -12533640.000000 Penalty: 3739.506348
	Iteration 20F: 3 clusters Score -1.253364e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 98715 members 
Entering Unmasked Estep 
Score: -12533655.000000 Penalty: 3739.506348
	Iteration 21Q: 3 clusters Score -1.253366e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 98723 members 
Entering Unmasked Estep 
Score: -12533673.000000 Penalty: 3739.506348
	Iteration 22Q: 3 clusters Score -1.253367e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 98734 members 
Entering Unmasked Estep 
Score: -12533674.000000 Penalty: 3739.506348
	Iteration 23Q: 3 clusters Score -1.253367e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 98745 members 
Entering Unmasked Estep 
Score: -12533700.000000 Penalty: 3739.506348
	Iteration 24Q: 3 clusters Score -1.25337e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 98759 members 
Entering Unmasked Estep 
Score: -12533709.000000 Penalty: 3739.506348
	Iteration 25Q: 3 clusters Score -1.253371e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 98768 members 
Entering Unmasked Estep 
Score: -12533731.000000 Penalty: 3739.506348
	Iteration 26Q: 3 clusters Score -1.253373e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 98780 members 
Entering Unmasked Estep 
Score: -12533729.000000 Penalty: 3739.506348
	Iteration 27Q: 3 clusters Score -1.253373e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 98781 members 
Entering Unmasked Estep 
Score: -12533735.000000 Penalty: 3739.506348
	Iteration 28Q: 3 clusters Score -1.253374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 98783 members 
Entering Unmasked Estep 
Score: -12533731.000000 Penalty: 3739.506348
	Iteration 29Q: 3 clusters Score -1.253373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 98783 members 
Entering Unmasked Estep 
Score: -12533737.000000 Penalty: 3739.506348
	Iteration 30Q: 3 clusters Score -1.253374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 98782 members 
Entering Unmasked Estep 
Score: -12533741.000000 Penalty: 3739.506348
	Iteration 31Q: 3 clusters Score -1.253374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 98782 members 
Entering Unmasked Estep 
Score: -12533740.000000 Penalty: 3739.506348
	Iteration 32Q: 3 clusters Score -1.253374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 98781 members 
Entering Unmasked Estep 
Score: -12533740.000000 Penalty: 3739.506348
	Iteration 33Q: 3 clusters Score -1.253374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 98779 members 
Entering Unmasked Estep 
Score: -12533761.000000 Penalty: 3739.506348
	Iteration 34Q: 3 clusters Score -1.253376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 98777 members 
Entering Unmasked Estep 
Score: -12533754.000000 Penalty: 3739.506348
	Iteration 35Q: 3 clusters Score -1.253375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 98775 members 
Entering Unmasked Estep 
Score: -12533750.000000 Penalty: 3739.506348
	Iteration 36Q: 3 clusters Score -1.253375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 98774 members 
Entering Unmasked Estep 
Score: -12533763.000000 Penalty: 3739.506348
	Iteration 37Q: 3 clusters Score -1.253376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 98771 members 
Entering Unmasked Estep 
Score: -12533772.000000 Penalty: 3739.506348
	Iteration 38Q: 3 clusters Score -1.253377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 98771 members 
Entering Unmasked Estep 
Score: -12533769.000000 Penalty: 3739.506348
	Iteration 39Q: 3 clusters Score -1.253377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 98767 members 
Entering Unmasked Estep 
Score: -12533775.000000 Penalty: 3739.506348
	Iteration 40F: 3 clusters Score -1.253378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 98768 members 
Entering Unmasked Estep 
Score: -12533769.000000 Penalty: 3739.506348
	Iteration 41Q: 3 clusters Score -1.253377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 98768 members 
Entering Unmasked Estep 
Score: -12533769.000000 Penalty: 3739.506348
	Iteration 42F: 3 clusters Score -1.253377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (96794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96794 members 
Entering Unmasked Estep 
Score: -12259195.000000 Penalty: 1865.555298
	Iteration 0F: 2 clusters Score -1.22592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48518 members 
Mstep: Class 2 contains 48276 members 
Entering Unmasked Estep 
Score: -12196000.000000 Penalty: 3731.110596
	Iteration 0F: 3 clusters Score -1.2196e+07 nChanged 46501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 46605 members 
Entering Unmasked Estep 
Score: -12223445.000000 Penalty: 3731.110596
	Iteration 1F: 3 clusters Score -1.222344e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -12224419.000000 Penalty: 3731.110596
	Iteration 2Q: 3 clusters Score -1.222442e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53401 members 
Mstep: Class 2 contains 43393 members 
Entering Unmasked Estep 
Score: -12225844.000000 Penalty: 3731.110596
	Iteration 3Q: 3 clusters Score -1.222584e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56140 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -12227939.000000 Penalty: 3731.110596
	Iteration 4Q: 3 clusters Score -1.222794e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60031 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -12231008.000000 Penalty: 3731.110596
	Iteration 5F: 3 clusters Score -1.223101e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64979 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -12235703.000000 Penalty: 3731.110596
	Iteration 6F: 3 clusters Score -1.22357e+07 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70001 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -12241230.000000 Penalty: 3731.110596
	Iteration 7F: 3 clusters Score -1.224123e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74033 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -12246651.000000 Penalty: 3731.110596
	Iteration 8F: 3 clusters Score -1.224665e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76233 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -12250065.000000 Penalty: 3731.110596
	Iteration 9Q: 3 clusters Score -1.225006e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77369 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -12251410.000000 Penalty: 3731.110596
	Iteration 10Q: 3 clusters Score -1.225141e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78230 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -12252016.000000 Penalty: 3731.110596
	Iteration 11Q: 3 clusters Score -1.225202e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79012 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -12252569.000000 Penalty: 3731.110596
	Iteration 12Q: 3 clusters Score -1.225257e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79735 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -12252914.000000 Penalty: 3731.110596
	Iteration 13Q: 3 clusters Score -1.225291e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80388 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -12253293.000000 Penalty: 3731.110596
	Iteration 14Q: 3 clusters Score -1.225329e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80994 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -12253633.000000 Penalty: 3731.110596
	Iteration 15Q: 3 clusters Score -1.225363e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81559 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -12253898.000000 Penalty: 3731.110596
	Iteration 16Q: 3 clusters Score -1.22539e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82057 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -12254163.000000 Penalty: 3731.110596
	Iteration 17Q: 3 clusters Score -1.225416e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82522 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -12254436.000000 Penalty: 3731.110596
	Iteration 18Q: 3 clusters Score -1.225444e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82981 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -12254622.000000 Penalty: 3731.110596
	Iteration 19Q: 3 clusters Score -1.225462e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83415 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -12254767.000000 Penalty: 3731.110596
	Iteration 20F: 3 clusters Score -1.225477e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83829 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -12254874.000000 Penalty: 3731.110596
	Iteration 21Q: 3 clusters Score -1.225487e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84205 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -12254946.000000 Penalty: 3731.110596
	Iteration 22Q: 3 clusters Score -1.225495e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84557 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -12255043.000000 Penalty: 3731.110596
	Iteration 23Q: 3 clusters Score -1.225504e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84902 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -12255172.000000 Penalty: 3731.110596
	Iteration 24Q: 3 clusters Score -1.225517e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85253 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -12255286.000000 Penalty: 3731.110596
	Iteration 25Q: 3 clusters Score -1.225529e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85584 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -12255371.000000 Penalty: 3731.110596
	Iteration 26Q: 3 clusters Score -1.225537e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85879 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -12255457.000000 Penalty: 3731.110596
	Iteration 27Q: 3 clusters Score -1.225546e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86177 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -12255504.000000 Penalty: 3731.110596
	Iteration 28Q: 3 clusters Score -1.22555e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86446 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -12255589.000000 Penalty: 3731.110596
	Iteration 29Q: 3 clusters Score -1.225559e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86721 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -12255655.000000 Penalty: 3731.110596
	Iteration 30Q: 3 clusters Score -1.225566e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87000 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -12255734.000000 Penalty: 3731.110596
	Iteration 31Q: 3 clusters Score -1.225573e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87253 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -12255814.000000 Penalty: 3731.110596
	Iteration 32Q: 3 clusters Score -1.225581e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87503 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -12255872.000000 Penalty: 3731.110596
	Iteration 33Q: 3 clusters Score -1.225587e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87743 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -12255929.000000 Penalty: 3731.110596
	Iteration 34Q: 3 clusters Score -1.225593e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88016 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -12255978.000000 Penalty: 3731.110596
	Iteration 35Q: 3 clusters Score -1.225598e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88318 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -12256113.000000 Penalty: 3731.110596
	Iteration 36Q: 3 clusters Score -1.225611e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88621 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -12256244.000000 Penalty: 3731.110596
	Iteration 37Q: 3 clusters Score -1.225624e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88943 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -12256335.000000 Penalty: 3731.110596
	Iteration 38Q: 3 clusters Score -1.225634e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89266 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -12256399.000000 Penalty: 3731.110596
	Iteration 39Q: 3 clusters Score -1.22564e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89618 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -12256506.000000 Penalty: 3731.110596
	Iteration 40F: 3 clusters Score -1.225651e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89950 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -12256652.000000 Penalty: 3731.110596
	Iteration 41Q: 3 clusters Score -1.225665e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90265 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -12256794.000000 Penalty: 3731.110596
	Iteration 42Q: 3 clusters Score -1.225679e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90579 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -12256945.000000 Penalty: 3731.110596
	Iteration 43Q: 3 clusters Score -1.225694e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90880 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -12257051.000000 Penalty: 3731.110596
	Iteration 44Q: 3 clusters Score -1.225705e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91171 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -12257168.000000 Penalty: 3731.110596
	Iteration 45Q: 3 clusters Score -1.225717e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91456 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -12257267.000000 Penalty: 3731.110596
	Iteration 46Q: 3 clusters Score -1.225727e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91769 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -12257370.000000 Penalty: 3731.110596
	Iteration 47Q: 3 clusters Score -1.225737e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92095 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -12257491.000000 Penalty: 3731.110596
	Iteration 48Q: 3 clusters Score -1.225749e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92416 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -12257583.000000 Penalty: 3731.110596
	Iteration 49Q: 3 clusters Score -1.225758e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92725 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -12257664.000000 Penalty: 3731.110596
	Iteration 50Q: 3 clusters Score -1.225766e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93023 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -12257742.000000 Penalty: 3731.110596
	Iteration 51Q: 3 clusters Score -1.225774e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93305 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -12257860.000000 Penalty: 3731.110596
	Iteration 52Q: 3 clusters Score -1.225786e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93584 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -12257897.000000 Penalty: 3731.110596
	Iteration 53Q: 3 clusters Score -1.22579e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93860 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -12257923.000000 Penalty: 3731.110596
	Iteration 54Q: 3 clusters Score -1.225792e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94108 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -12257998.000000 Penalty: 3731.110596
	Iteration 55Q: 3 clusters Score -1.2258e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94350 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -12258072.000000 Penalty: 3731.110596
	Iteration 56Q: 3 clusters Score -1.225807e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94571 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -12258058.000000 Penalty: 3731.110596
	Iteration 57Q: 3 clusters Score -1.225806e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94785 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -12258051.000000 Penalty: 3731.110596
	Iteration 58Q: 3 clusters Score -1.225805e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94986 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -12258060.000000 Penalty: 3731.110596
	Iteration 59Q: 3 clusters Score -1.225806e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95159 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -12258023.000000 Penalty: 3731.110596
	Iteration 60F: 3 clusters Score -1.225802e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95289 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -12258032.000000 Penalty: 3731.110596
	Iteration 61Q: 3 clusters Score -1.225803e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95409 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -12258000.000000 Penalty: 3731.110596
	Iteration 62Q: 3 clusters Score -1.2258e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95524 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -12257978.000000 Penalty: 3731.110596
	Iteration 63Q: 3 clusters Score -1.225798e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95620 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -12257953.000000 Penalty: 3731.110596
	Iteration 64Q: 3 clusters Score -1.225795e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95698 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -12257942.000000 Penalty: 3731.110596
	Iteration 65Q: 3 clusters Score -1.225794e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95778 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -12257919.000000 Penalty: 3731.110596
	Iteration 66Q: 3 clusters Score -1.225792e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95833 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -12257919.000000 Penalty: 3731.110596
	Iteration 67Q: 3 clusters Score -1.225792e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95878 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -12257927.000000 Penalty: 3731.110596
	Iteration 68Q: 3 clusters Score -1.225793e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95930 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -12257919.000000 Penalty: 3731.110596
	Iteration 69Q: 3 clusters Score -1.225792e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95969 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -12257948.000000 Penalty: 3731.110596
	Iteration 70Q: 3 clusters Score -1.225795e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96009 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -12257943.000000 Penalty: 3731.110596
	Iteration 71Q: 3 clusters Score -1.225794e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96038 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -12257938.000000 Penalty: 3731.110596
	Iteration 72Q: 3 clusters Score -1.225794e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96061 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -12257938.000000 Penalty: 3731.110596
	Iteration 73Q: 3 clusters Score -1.225794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96075 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -12257924.000000 Penalty: 3731.110596
	Iteration 74Q: 3 clusters Score -1.225792e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96086 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -12257926.000000 Penalty: 3731.110596
	Iteration 75Q: 3 clusters Score -1.225793e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96095 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -12257931.000000 Penalty: 3731.110596
	Iteration 76Q: 3 clusters Score -1.225793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96104 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -12257918.000000 Penalty: 3731.110596
	Iteration 77Q: 3 clusters Score -1.225792e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96115 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -12257917.000000 Penalty: 3731.110596
	Iteration 78Q: 3 clusters Score -1.225792e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96126 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -12257931.000000 Penalty: 3731.110596
	Iteration 79Q: 3 clusters Score -1.225793e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96139 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -12257922.000000 Penalty: 3731.110596
	Iteration 80F: 3 clusters Score -1.225792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96144 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -12257917.000000 Penalty: 3731.110596
	Iteration 81Q: 3 clusters Score -1.225792e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96153 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -12257918.000000 Penalty: 3731.110596
	Iteration 82Q: 3 clusters Score -1.225792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96160 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -12257920.000000 Penalty: 3731.110596
	Iteration 83Q: 3 clusters Score -1.225792e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96170 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -12257912.000000 Penalty: 3731.110596
	Iteration 84Q: 3 clusters Score -1.225791e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96178 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -12257908.000000 Penalty: 3731.110596
	Iteration 85Q: 3 clusters Score -1.225791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96187 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -12257902.000000 Penalty: 3731.110596
	Iteration 86Q: 3 clusters Score -1.22579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96195 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -12257893.000000 Penalty: 3731.110596
	Iteration 87Q: 3 clusters Score -1.225789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96200 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -12257896.000000 Penalty: 3731.110596
	Iteration 88Q: 3 clusters Score -1.22579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96202 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -12257896.000000 Penalty: 3731.110596
	Iteration 89Q: 3 clusters Score -1.22579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96206 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -12257909.000000 Penalty: 3731.110596
	Iteration 90Q: 3 clusters Score -1.225791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96210 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -12257906.000000 Penalty: 3731.110596
	Iteration 91Q: 3 clusters Score -1.225791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96213 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -12257905.000000 Penalty: 3731.110596
	Iteration 92Q: 3 clusters Score -1.22579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96215 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -12257897.000000 Penalty: 3731.110596
	Iteration 93Q: 3 clusters Score -1.22579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96217 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -12257894.000000 Penalty: 3731.110596
	Iteration 94Q: 3 clusters Score -1.225789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96218 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -12257897.000000 Penalty: 3731.110596
	Iteration 95Q: 3 clusters Score -1.22579e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96218 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -12257897.000000 Penalty: 3731.110596
	Iteration 96F: 3 clusters Score -1.22579e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -113240.132812 Penalty: 1140.781006
	Iteration 0F: 2 clusters Score -113240.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -111790.679688 Penalty: 2281.562012
	Iteration 0F: 3 clusters Score -111790.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -112178.187500 Penalty: 2281.562012
	Iteration 1F: 3 clusters Score -112178.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -112336.359375 Penalty: 2281.562012
	Iteration 2F: 3 clusters Score -112336.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -112478.320312 Penalty: 2281.562012
	Iteration 3F: 3 clusters Score -112478.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -112633.835938 Penalty: 2281.562012
	Iteration 4F: 3 clusters Score -112633.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -112795.195312 Penalty: 2281.562012
	Iteration 5F: 3 clusters Score -112795.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -112916.445312 Penalty: 2281.562012
	Iteration 6Q: 3 clusters Score -112916.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -113073.679688 Penalty: 2281.562012
	Iteration 7Q: 3 clusters Score -113073.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -113169.804688 Penalty: 2281.562012
	Iteration 8Q: 3 clusters Score -113169.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -113215.570312 Penalty: 2281.562012
	Iteration 9Q: 3 clusters Score -113215.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -113246.671875 Penalty: 2281.562012
	Iteration 10Q: 3 clusters Score -113246.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -113258.476562 Penalty: 2281.562012
	Iteration 11Q: 3 clusters Score -113258.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -113264.796875 Penalty: 2281.562012
	Iteration 12Q: 3 clusters Score -113264.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -113268.078125 Penalty: 2281.562012
	Iteration 13Q: 3 clusters Score -113268.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -113270.429688 Penalty: 2281.562012
	Iteration 14Q: 3 clusters Score -113270.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -113272.664062 Penalty: 2281.562012
	Iteration 15Q: 3 clusters Score -113272.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -113274.625000 Penalty: 2281.562012
	Iteration 16Q: 3 clusters Score -113274.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -113275.664062 Penalty: 2281.562012
	Iteration 17Q: 3 clusters Score -113275.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -113276.695312 Penalty: 2281.562012
	Iteration 18Q: 3 clusters Score -113276.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -113276.695312 Penalty: 2281.562012
	Iteration 19F: 3 clusters Score -113276.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105205 members 
Mstep: Class 2 contains 11333 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 123969 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5184 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 73951 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105460 members 
Mstep: Class 12 contains 99327 members 
Mstep: Class 13 contains 96794 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 3187 members 
Mstep: Class 16 contains 68237 members 
Mstep: Class 17 contains 25228 members 
Mstep: Class 18 contains 14313 members 
Mstep: Class 19 contains 3178 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17875 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34533 members 
Mstep: Class 31 contains 43899 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17852 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Mstep: Class 41 contains 487 members 
Entering Unmasked Estep 
Score: -111784224.000000 Penalty: 91479.007812
Splitting cluster 14 changes total score from -111785344.000000 to -111784224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (3187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Entering Unmasked Estep 
Score: -399143.718750 Penalty: 1310.860718
	Iteration 0F: 2 clusters Score -399143.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -396297.406250 Penalty: 2621.721436
	Iteration 0F: 3 clusters Score -396297.4 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -397068.218750 Penalty: 2621.721436
	Iteration 1F: 3 clusters Score -397068.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -397285.500000 Penalty: 2621.721436
	Iteration 2F: 3 clusters Score -397285.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -397440.781250 Penalty: 2621.721436
	Iteration 3F: 3 clusters Score -397440.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -397553.593750 Penalty: 2621.721436
	Iteration 4Q: 3 clusters Score -397553.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -397640.625000 Penalty: 2621.721436
	Iteration 5Q: 3 clusters Score -397640.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -397724.937500 Penalty: 2621.721436
	Iteration 6Q: 3 clusters Score -397724.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -397782.218750 Penalty: 2621.721436
	Iteration 7Q: 3 clusters Score -397782.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -397834.468750 Penalty: 2621.721436
	Iteration 8Q: 3 clusters Score -397834.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -397873.687500 Penalty: 2621.721436
	Iteration 9Q: 3 clusters Score -397873.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -397899.468750 Penalty: 2621.721436
	Iteration 10Q: 3 clusters Score -397899.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -397915.687500 Penalty: 2621.721436
	Iteration 11Q: 3 clusters Score -397915.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -397927.093750 Penalty: 2621.721436
	Iteration 12Q: 3 clusters Score -397927.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -397934.187500 Penalty: 2621.721436
	Iteration 13Q: 3 clusters Score -397934.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -397943.218750 Penalty: 2621.721436
	Iteration 14Q: 3 clusters Score -397943.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -397951.031250 Penalty: 2621.721436
	Iteration 15Q: 3 clusters Score -397951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -397958.156250 Penalty: 2621.721436
	Iteration 16Q: 3 clusters Score -397958.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -397961.187500 Penalty: 2621.721436
	Iteration 17Q: 3 clusters Score -397961.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -397963.281250 Penalty: 2621.721436
	Iteration 18Q: 3 clusters Score -397963.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -397965.500000 Penalty: 2621.721436
	Iteration 19Q: 3 clusters Score -397965.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -397966.937500 Penalty: 2621.721436
	Iteration 20F: 3 clusters Score -397966.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -397969.062500 Penalty: 2621.721436
	Iteration 21Q: 3 clusters Score -397969.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -397971.031250 Penalty: 2621.721436
	Iteration 22Q: 3 clusters Score -397971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -397973.750000 Penalty: 2621.721436
	Iteration 23Q: 3 clusters Score -397973.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -397974.875000 Penalty: 2621.721436
	Iteration 24Q: 3 clusters Score -397974.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -397977.312500 Penalty: 2621.721436
	Iteration 25Q: 3 clusters Score -397977.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -397977.718750 Penalty: 2621.721436
	Iteration 26Q: 3 clusters Score -397977.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -397977.937500 Penalty: 2621.721436
	Iteration 27Q: 3 clusters Score -397977.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -397978.656250 Penalty: 2621.721436
	Iteration 28Q: 3 clusters Score -397978.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -397978.656250 Penalty: 2621.721436
	Iteration 29F: 3 clusters Score -397978.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68237 members 
Entering Unmasked Estep 
Score: -8482844.000000 Penalty: 1808.745605
	Iteration 0F: 2 clusters Score -8482844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -8437422.000000 Penalty: 3617.491211
	Iteration 0F: 3 clusters Score -8437422 nChanged 32211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -8455271.000000 Penalty: 3617.491211
	Iteration 1F: 3 clusters Score -8455271 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -8455848.000000 Penalty: 3617.491211
	Iteration 2Q: 3 clusters Score -8455848 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -8456689.000000 Penalty: 3617.491211
	Iteration 3Q: 3 clusters Score -8456689 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -8457664.000000 Penalty: 3617.491211
	Iteration 4Q: 3 clusters Score -8457664 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -8459137.000000 Penalty: 3617.491211
	Iteration 5Q: 3 clusters Score -8459137 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -8461395.000000 Penalty: 3617.491211
	Iteration 6F: 3 clusters Score -8461395 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 49513 members 
Entering Unmasked Estep 
Score: -8464754.000000 Penalty: 3617.491211
	Iteration 7F: 3 clusters Score -8464754 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 54690 members 
Entering Unmasked Estep 
Score: -8469116.000000 Penalty: 3617.491211
	Iteration 8F: 3 clusters Score -8469116 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 59671 members 
Entering Unmasked Estep 
Score: -8473700.000000 Penalty: 3617.491211
	Iteration 9F: 3 clusters Score -8473700 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 63367 members 
Entering Unmasked Estep 
Score: -8477128.000000 Penalty: 3617.491211
	Iteration 10F: 3 clusters Score -8477128 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 65651 members 
Entering Unmasked Estep 
Score: -8479307.000000 Penalty: 3617.491211
	Iteration 11Q: 3 clusters Score -8479307 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 66830 members 
Entering Unmasked Estep 
Score: -8480330.000000 Penalty: 3617.491211
	Iteration 12Q: 3 clusters Score -8480330 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 67362 members 
Entering Unmasked Estep 
Score: -8480765.000000 Penalty: 3617.491211
	Iteration 13Q: 3 clusters Score -8480765 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 67596 members 
Entering Unmasked Estep 
Score: -8481026.000000 Penalty: 3617.491211
	Iteration 14Q: 3 clusters Score -8481026 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 67704 members 
Entering Unmasked Estep 
Score: -8481215.000000 Penalty: 3617.491211
	Iteration 15Q: 3 clusters Score -8481215 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 67761 members 
Entering Unmasked Estep 
Score: -8481336.000000 Penalty: 3617.491211
	Iteration 16Q: 3 clusters Score -8481336 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 67791 members 
Entering Unmasked Estep 
Score: -8481426.000000 Penalty: 3617.491211
	Iteration 17Q: 3 clusters Score -8481426 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 67799 members 
Entering Unmasked Estep 
Score: -8481492.000000 Penalty: 3617.491211
	Iteration 18Q: 3 clusters Score -8481492 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 67795 members 
Entering Unmasked Estep 
Score: -8481535.000000 Penalty: 3617.491211
	Iteration 19Q: 3 clusters Score -8481535 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 67796 members 
Entering Unmasked Estep 
Score: -8481571.000000 Penalty: 3617.491211
	Iteration 20F: 3 clusters Score -8481571 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 67793 members 
Entering Unmasked Estep 
Score: -8481582.000000 Penalty: 3617.491211
	Iteration 21Q: 3 clusters Score -8481582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 67797 members 
Entering Unmasked Estep 
Score: -8481604.000000 Penalty: 3617.491211
	Iteration 22Q: 3 clusters Score -8481604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 67793 members 
Entering Unmasked Estep 
Score: -8481616.000000 Penalty: 3617.491211
	Iteration 23Q: 3 clusters Score -8481616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 67787 members 
Entering Unmasked Estep 
Score: -8481624.000000 Penalty: 3617.491211
	Iteration 24Q: 3 clusters Score -8481624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 67780 members 
Entering Unmasked Estep 
Score: -8481632.000000 Penalty: 3617.491211
	Iteration 25Q: 3 clusters Score -8481632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 67781 members 
Entering Unmasked Estep 
Score: -8481646.000000 Penalty: 3617.491211
	Iteration 26Q: 3 clusters Score -8481646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 67778 members 
Entering Unmasked Estep 
Score: -8481654.000000 Penalty: 3617.491211
	Iteration 27Q: 3 clusters Score -8481654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 67778 members 
Entering Unmasked Estep 
Score: -8481658.000000 Penalty: 3617.491211
	Iteration 28Q: 3 clusters Score -8481658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 67778 members 
Entering Unmasked Estep 
Score: -8481658.000000 Penalty: 3617.491211
	Iteration 29F: 3 clusters Score -8481658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Entering Unmasked Estep 
Score: -3114724.500000 Penalty: 1647.052856
	Iteration 0F: 2 clusters Score -3114724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -3097631.250000 Penalty: 3294.105713
	Iteration 0F: 3 clusters Score -3097631 nChanged 11566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -3104027.250000 Penalty: 3294.105713
	Iteration 1F: 3 clusters Score -3104027 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -3104434.750000 Penalty: 3294.105713
	Iteration 2Q: 3 clusters Score -3104435 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -3104782.250000 Penalty: 3294.105713
	Iteration 3Q: 3 clusters Score -3104782 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -3105116.250000 Penalty: 3294.105713
	Iteration 4Q: 3 clusters Score -3105116 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -3105500.750000 Penalty: 3294.105713
	Iteration 5Q: 3 clusters Score -3105501 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -3106056.750000 Penalty: 3294.105713
	Iteration 6Q: 3 clusters Score -3106057 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -3106817.000000 Penalty: 3294.105713
	Iteration 7Q: 3 clusters Score -3106817 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -3107724.750000 Penalty: 3294.105713
	Iteration 8F: 3 clusters Score -3107725 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -3108663.750000 Penalty: 3294.105713
	Iteration 9F: 3 clusters Score -3108664 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -3109490.250000 Penalty: 3294.105713
	Iteration 10Q: 3 clusters Score -3109490 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -3110205.500000 Penalty: 3294.105713
	Iteration 11Q: 3 clusters Score -3110206 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -3110725.500000 Penalty: 3294.105713
	Iteration 12Q: 3 clusters Score -3110726 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -3111118.000000 Penalty: 3294.105713
	Iteration 13Q: 3 clusters Score -3111118 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -3111436.250000 Penalty: 3294.105713
	Iteration 14Q: 3 clusters Score -3111436 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -3111748.250000 Penalty: 3294.105713
	Iteration 15Q: 3 clusters Score -3111748 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -3112014.000000 Penalty: 3294.105713
	Iteration 16Q: 3 clusters Score -3112014 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3112294.000000 Penalty: 3294.105713
	Iteration 17Q: 3 clusters Score -3112294 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3112528.750000 Penalty: 3294.105713
	Iteration 18Q: 3 clusters Score -3112529 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3112729.000000 Penalty: 3294.105713
	Iteration 19Q: 3 clusters Score -3112729 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3112879.500000 Penalty: 3294.105713
	Iteration 20F: 3 clusters Score -3112880 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3112998.500000 Penalty: 3294.105713
	Iteration 21Q: 3 clusters Score -3112998 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3113076.250000 Penalty: 3294.105713
	Iteration 22Q: 3 clusters Score -3113076 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3113126.500000 Penalty: 3294.105713
	Iteration 23Q: 3 clusters Score -3113126 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3113169.250000 Penalty: 3294.105713
	Iteration 24Q: 3 clusters Score -3113169 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3113204.250000 Penalty: 3294.105713
	Iteration 25Q: 3 clusters Score -3113204 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3113236.250000 Penalty: 3294.105713
	Iteration 26Q: 3 clusters Score -3113236 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3113252.000000 Penalty: 3294.105713
	Iteration 27Q: 3 clusters Score -3113252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3113264.750000 Penalty: 3294.105713
	Iteration 28Q: 3 clusters Score -3113265 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3113278.250000 Penalty: 3294.105713
	Iteration 29Q: 3 clusters Score -3113278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3113298.250000 Penalty: 3294.105713
	Iteration 30Q: 3 clusters Score -3113298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3113309.750000 Penalty: 3294.105713
	Iteration 31Q: 3 clusters Score -3113310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3113322.500000 Penalty: 3294.105713
	Iteration 32Q: 3 clusters Score -3113322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3113343.500000 Penalty: 3294.105713
	Iteration 33Q: 3 clusters Score -3113344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3113350.250000 Penalty: 3294.105713
	Iteration 34Q: 3 clusters Score -3113350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3113359.750000 Penalty: 3294.105713
	Iteration 35Q: 3 clusters Score -3113360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3113360.250000 Penalty: 3294.105713
	Iteration 36Q: 3 clusters Score -3113360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3113371.750000 Penalty: 3294.105713
	Iteration 37Q: 3 clusters Score -3113372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3113380.500000 Penalty: 3294.105713
	Iteration 38Q: 3 clusters Score -3113380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3113381.500000 Penalty: 3294.105713
	Iteration 39Q: 3 clusters Score -3113382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3113383.250000 Penalty: 3294.105713
	Iteration 40F: 3 clusters Score -3113383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3113385.750000 Penalty: 3294.105713
	Iteration 41Q: 3 clusters Score -3113386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3113387.000000 Penalty: 3294.105713
	Iteration 42Q: 3 clusters Score -3113387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3113387.250000 Penalty: 3294.105713
	Iteration 43Q: 3 clusters Score -3113387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3113387.250000 Penalty: 3294.105713
	Iteration 44Q: 3 clusters Score -3113387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3113388.750000 Penalty: 3294.105713
	Iteration 45Q: 3 clusters Score -3113389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3113386.500000 Penalty: 3294.105713
	Iteration 46Q: 3 clusters Score -3113386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3113388.500000 Penalty: 3294.105713
	Iteration 47Q: 3 clusters Score -3113388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3113388.750000 Penalty: 3294.105713
	Iteration 48Q: 3 clusters Score -3113389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3113388.750000 Penalty: 3294.105713
	Iteration 49F: 3 clusters Score -3113389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Entering Unmasked Estep 
Score: -1785057.125000 Penalty: 1554.950195
	Iteration 0F: 2 clusters Score -1785057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1775036.125000 Penalty: 3109.900391
	Iteration 0F: 3 clusters Score -1775036 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1778817.000000 Penalty: 3109.900391
	Iteration 1F: 3 clusters Score -1778817 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1779391.875000 Penalty: 3109.900391
	Iteration 2F: 3 clusters Score -1779392 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1779887.875000 Penalty: 3109.900391
	Iteration 3F: 3 clusters Score -1779888 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1780304.500000 Penalty: 3109.900391
	Iteration 4F: 3 clusters Score -1780304 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1780678.625000 Penalty: 3109.900391
	Iteration 5F: 3 clusters Score -1780679 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1781073.750000 Penalty: 3109.900391
	Iteration 6Q: 3 clusters Score -1781074 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1781549.625000 Penalty: 3109.900391
	Iteration 7Q: 3 clusters Score -1781550 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1782029.625000 Penalty: 3109.900391
	Iteration 8Q: 3 clusters Score -1782030 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1782489.000000 Penalty: 3109.900391
	Iteration 9Q: 3 clusters Score -1782489 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1782860.625000 Penalty: 3109.900391
	Iteration 10Q: 3 clusters Score -1782861 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1783168.875000 Penalty: 3109.900391
	Iteration 11Q: 3 clusters Score -1783169 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1783341.625000 Penalty: 3109.900391
	Iteration 12Q: 3 clusters Score -1783342 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1783437.625000 Penalty: 3109.900391
	Iteration 13Q: 3 clusters Score -1783438 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1783489.375000 Penalty: 3109.900391
	Iteration 14Q: 3 clusters Score -1783489 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1783526.750000 Penalty: 3109.900391
	Iteration 15Q: 3 clusters Score -1783527 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1783553.750000 Penalty: 3109.900391
	Iteration 16Q: 3 clusters Score -1783554 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1783564.375000 Penalty: 3109.900391
	Iteration 17Q: 3 clusters Score -1783564 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1783584.000000 Penalty: 3109.900391
	Iteration 18Q: 3 clusters Score -1783584 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1783594.250000 Penalty: 3109.900391
	Iteration 19Q: 3 clusters Score -1783594 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1783608.750000 Penalty: 3109.900391
	Iteration 20F: 3 clusters Score -1783609 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1783618.000000 Penalty: 3109.900391
	Iteration 21Q: 3 clusters Score -1783618 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1783623.250000 Penalty: 3109.900391
	Iteration 22Q: 3 clusters Score -1783623 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1783633.625000 Penalty: 3109.900391
	Iteration 23Q: 3 clusters Score -1783634 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1783645.375000 Penalty: 3109.900391
	Iteration 24Q: 3 clusters Score -1783645 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1783656.500000 Penalty: 3109.900391
	Iteration 25Q: 3 clusters Score -1783656 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1783662.625000 Penalty: 3109.900391
	Iteration 26Q: 3 clusters Score -1783663 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1783673.375000 Penalty: 3109.900391
	Iteration 27Q: 3 clusters Score -1783673 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1783683.750000 Penalty: 3109.900391
	Iteration 28Q: 3 clusters Score -1783684 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1783694.750000 Penalty: 3109.900391
	Iteration 29Q: 3 clusters Score -1783695 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1783698.500000 Penalty: 3109.900391
	Iteration 30Q: 3 clusters Score -1783698 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1783704.375000 Penalty: 3109.900391
	Iteration 31Q: 3 clusters Score -1783704 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1783709.125000 Penalty: 3109.900391
	Iteration 32Q: 3 clusters Score -1783709 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1783711.375000 Penalty: 3109.900391
	Iteration 33Q: 3 clusters Score -1783711 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1783718.125000 Penalty: 3109.900391
	Iteration 34Q: 3 clusters Score -1783718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1783724.500000 Penalty: 3109.900391
	Iteration 35Q: 3 clusters Score -1783724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1783725.125000 Penalty: 3109.900391
	Iteration 36Q: 3 clusters Score -1783725 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1783732.875000 Penalty: 3109.900391
	Iteration 37Q: 3 clusters Score -1783733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1783733.000000 Penalty: 3109.900391
	Iteration 38Q: 3 clusters Score -1783733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1783733.750000 Penalty: 3109.900391
	Iteration 39Q: 3 clusters Score -1783734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1783734.375000 Penalty: 3109.900391
	Iteration 40F: 3 clusters Score -1783734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1783736.125000 Penalty: 3109.900391
	Iteration 41Q: 3 clusters Score -1783736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1783734.875000 Penalty: 3109.900391
	Iteration 42Q: 3 clusters Score -1783735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1783737.125000 Penalty: 3109.900391
	Iteration 43Q: 3 clusters Score -1783737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1783738.250000 Penalty: 3109.900391
	Iteration 44Q: 3 clusters Score -1783738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1783740.875000 Penalty: 3109.900391
	Iteration 45Q: 3 clusters Score -1783741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1783733.750000 Penalty: 3109.900391
	Iteration 46Q: 3 clusters Score -1783734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1783734.000000 Penalty: 3109.900391
	Iteration 47Q: 3 clusters Score -1783734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1783737.250000 Penalty: 3109.900391
	Iteration 48Q: 3 clusters Score -1783737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1783739.625000 Penalty: 3109.900391
	Iteration 49Q: 3 clusters Score -1783740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1783736.000000 Penalty: 3109.900391
	Iteration 50Q: 3 clusters Score -1783736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1783736.375000 Penalty: 3109.900391
	Iteration 51Q: 3 clusters Score -1783736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1783740.500000 Penalty: 3109.900391
	Iteration 52Q: 3 clusters Score -1783740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1783742.250000 Penalty: 3109.900391
	Iteration 53Q: 3 clusters Score -1783742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1783742.125000 Penalty: 3109.900391
	Iteration 54Q: 3 clusters Score -1783742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1783742.375000 Penalty: 3109.900391
	Iteration 55Q: 3 clusters Score -1783742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1783745.625000 Penalty: 3109.900391
	Iteration 56Q: 3 clusters Score -1783746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1783744.250000 Penalty: 3109.900391
	Iteration 57Q: 3 clusters Score -1783744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1783744.250000 Penalty: 3109.900391
	Iteration 58F: 3 clusters Score -1783744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Entering Unmasked Estep 
Score: -368745.156250 Penalty: 1310.401245
	Iteration 0F: 2 clusters Score -368745.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -365912.906250 Penalty: 2620.802490
	Iteration 0F: 3 clusters Score -365912.9 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -366662.812500 Penalty: 2620.802490
	Iteration 1F: 3 clusters Score -366662.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -366844.281250 Penalty: 2620.802490
	Iteration 2F: 3 clusters Score -366844.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -366984.812500 Penalty: 2620.802490
	Iteration 3F: 3 clusters Score -366984.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -367143.625000 Penalty: 2620.802490
	Iteration 4F: 3 clusters Score -367143.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -367261.531250 Penalty: 2620.802490
	Iteration 5Q: 3 clusters Score -367261.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -367352.000000 Penalty: 2620.802490
	Iteration 6Q: 3 clusters Score -367352 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -367424.218750 Penalty: 2620.802490
	Iteration 7Q: 3 clusters Score -367424.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -367470.656250 Penalty: 2620.802490
	Iteration 8Q: 3 clusters Score -367470.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -367512.250000 Penalty: 2620.802490
	Iteration 9Q: 3 clusters Score -367512.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -367540.687500 Penalty: 2620.802490
	Iteration 10Q: 3 clusters Score -367540.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -367559.156250 Penalty: 2620.802490
	Iteration 11Q: 3 clusters Score -367559.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -367578.000000 Penalty: 2620.802490
	Iteration 12Q: 3 clusters Score -367578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -367588.968750 Penalty: 2620.802490
	Iteration 13Q: 3 clusters Score -367589 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -367599.562500 Penalty: 2620.802490
	Iteration 14Q: 3 clusters Score -367599.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -367609.093750 Penalty: 2620.802490
	Iteration 15Q: 3 clusters Score -367609.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -367613.312500 Penalty: 2620.802490
	Iteration 16Q: 3 clusters Score -367613.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -367616.437500 Penalty: 2620.802490
	Iteration 17Q: 3 clusters Score -367616.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -367619.281250 Penalty: 2620.802490
	Iteration 18Q: 3 clusters Score -367619.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -367622.093750 Penalty: 2620.802490
	Iteration 19Q: 3 clusters Score -367622.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -367625.093750 Penalty: 2620.802490
	Iteration 20F: 3 clusters Score -367625.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -367627.250000 Penalty: 2620.802490
	Iteration 21Q: 3 clusters Score -367627.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -367628.562500 Penalty: 2620.802490
	Iteration 22Q: 3 clusters Score -367628.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -367630.281250 Penalty: 2620.802490
	Iteration 23Q: 3 clusters Score -367630.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -367631.125000 Penalty: 2620.802490
	Iteration 24Q: 3 clusters Score -367631.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -367631.750000 Penalty: 2620.802490
	Iteration 25Q: 3 clusters Score -367631.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -367632.281250 Penalty: 2620.802490
	Iteration 26Q: 3 clusters Score -367632.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -367632.968750 Penalty: 2620.802490
	Iteration 27Q: 3 clusters Score -367633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -367631.937500 Penalty: 2620.802490
	Iteration 28Q: 3 clusters Score -367631.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -367633.500000 Penalty: 2620.802490
	Iteration 29Q: 3 clusters Score -367633.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -367634.687500 Penalty: 2620.802490
	Iteration 30Q: 3 clusters Score -367634.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -367635.406250 Penalty: 2620.802490
	Iteration 31Q: 3 clusters Score -367635.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -367636.125000 Penalty: 2620.802490
	Iteration 32Q: 3 clusters Score -367636.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -367637.343750 Penalty: 2620.802490
	Iteration 33Q: 3 clusters Score -367637.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -367637.343750 Penalty: 2620.802490
	Iteration 34F: 3 clusters Score -367637.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -45366.039062 Penalty: 979.595215
	Iteration 0F: 2 clusters Score -45366.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44378.894531 Penalty: 1959.190430
	Iteration 0F: 3 clusters Score -44378.89 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44537.222656 Penalty: 1959.190430
	Iteration 1F: 3 clusters Score -44537.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -44602.640625 Penalty: 1959.190430
	Iteration 2F: 3 clusters Score -44602.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -44627.734375 Penalty: 1959.190430
	Iteration 3Q: 3 clusters Score -44627.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44655.613281 Penalty: 1959.190430
	Iteration 4Q: 3 clusters Score -44655.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -44682.207031 Penalty: 1959.190430
	Iteration 5Q: 3 clusters Score -44682.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -44698.812500 Penalty: 1959.190430
	Iteration 6Q: 3 clusters Score -44698.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -44702.394531 Penalty: 1959.190430
	Iteration 7Q: 3 clusters Score -44702.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -44702.394531 Penalty: 1959.190430
	Iteration 8F: 3 clusters Score -44702.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Entering Unmasked Estep 
Score: -1076250.500000 Penalty: 1474.311523
	Iteration 0F: 2 clusters Score -1076250 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 4389 members 
Entering Unmasked Estep 
Score: -1069871.625000 Penalty: 2948.623047
	Iteration 0F: 3 clusters Score -1069872 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1071863.250000 Penalty: 2948.623047
	Iteration 1F: 3 clusters Score -1071863 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1072126.625000 Penalty: 2948.623047
	Iteration 2F: 3 clusters Score -1072127 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1072328.500000 Penalty: 2948.623047
	Iteration 3Q: 3 clusters Score -1072328 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1072514.000000 Penalty: 2948.623047
	Iteration 4Q: 3 clusters Score -1072514 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1072711.625000 Penalty: 2948.623047
	Iteration 5Q: 3 clusters Score -1072712 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1072933.625000 Penalty: 2948.623047
	Iteration 6Q: 3 clusters Score -1072934 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1073202.375000 Penalty: 2948.623047
	Iteration 7Q: 3 clusters Score -1073202 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1073540.250000 Penalty: 2948.623047
	Iteration 8F: 3 clusters Score -1073540 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1073904.875000 Penalty: 2948.623047
	Iteration 9F: 3 clusters Score -1073905 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1074211.875000 Penalty: 2948.623047
	Iteration 10Q: 3 clusters Score -1074212 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1074469.000000 Penalty: 2948.623047
	Iteration 11Q: 3 clusters Score -1074469 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1074675.625000 Penalty: 2948.623047
	Iteration 12Q: 3 clusters Score -1074676 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1074822.750000 Penalty: 2948.623047
	Iteration 13Q: 3 clusters Score -1074823 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1074906.875000 Penalty: 2948.623047
	Iteration 14Q: 3 clusters Score -1074907 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1074956.000000 Penalty: 2948.623047
	Iteration 15Q: 3 clusters Score -1074956 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1074994.875000 Penalty: 2948.623047
	Iteration 16Q: 3 clusters Score -1074995 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1075028.875000 Penalty: 2948.623047
	Iteration 17Q: 3 clusters Score -1075029 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1075057.000000 Penalty: 2948.623047
	Iteration 18Q: 3 clusters Score -1075057 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1075069.250000 Penalty: 2948.623047
	Iteration 19Q: 3 clusters Score -1075069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1075080.875000 Penalty: 2948.623047
	Iteration 20F: 3 clusters Score -1075081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1075083.750000 Penalty: 2948.623047
	Iteration 21Q: 3 clusters Score -1075084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1075086.875000 Penalty: 2948.623047
	Iteration 22Q: 3 clusters Score -1075087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1075088.375000 Penalty: 2948.623047
	Iteration 23Q: 3 clusters Score -1075088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1075089.625000 Penalty: 2948.623047
	Iteration 24Q: 3 clusters Score -1075090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1075090.625000 Penalty: 2948.623047
	Iteration 25Q: 3 clusters Score -1075091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1075090.625000 Penalty: 2948.623047
	Iteration 26F: 3 clusters Score -1075091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -27619.662109 Penalty: 950.515259
	Iteration 0F: 2 clusters Score -27619.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26814.990234 Penalty: 1901.030518
	Iteration 0F: 3 clusters Score -26814.99 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27056.435547 Penalty: 1901.030518
	Iteration 1F: 3 clusters Score -27056.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27150.652344 Penalty: 1901.030518
	Iteration 2Q: 3 clusters Score -27150.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27215.886719 Penalty: 1901.030518
	Iteration 3F: 3 clusters Score -27215.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27265.300781 Penalty: 1901.030518
	Iteration 4Q: 3 clusters Score -27265.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -27288.794922 Penalty: 1901.030518
	Iteration 5Q: 3 clusters Score -27288.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -27302.294922 Penalty: 1901.030518
	Iteration 6Q: 3 clusters Score -27302.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -27321.162109 Penalty: 1901.030518
	Iteration 7Q: 3 clusters Score -27321.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -27323.457031 Penalty: 1901.030518
	Iteration 8Q: 3 clusters Score -27323.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -27323.457031 Penalty: 1901.030518
	Iteration 9F: 3 clusters Score -27323.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -64860.394531 Penalty: 1032.302246
	Iteration 0F: 2 clusters Score -64860.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63845.421875 Penalty: 2064.604492
	Iteration 0F: 3 clusters Score -63845.42 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -64100.023438 Penalty: 2064.604492
	Iteration 1F: 3 clusters Score -64100.02 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -64232.125000 Penalty: 2064.604492
	Iteration 2F: 3 clusters Score -64232.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -64430.550781 Penalty: 2064.604492
	Iteration 3F: 3 clusters Score -64430.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -64618.199219 Penalty: 2064.604492
	Iteration 4F: 3 clusters Score -64618.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -64698.457031 Penalty: 2064.604492
	Iteration 5Q: 3 clusters Score -64698.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -64725.187500 Penalty: 2064.604492
	Iteration 6Q: 3 clusters Score -64725.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -64735.773438 Penalty: 2064.604492
	Iteration 7Q: 3 clusters Score -64735.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -64739.394531 Penalty: 2064.604492
	Iteration 8Q: 3 clusters Score -64739.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -64744.210938 Penalty: 2064.604492
	Iteration 9Q: 3 clusters Score -64744.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -64745.921875 Penalty: 2064.604492
	Iteration 10Q: 3 clusters Score -64745.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -64748.390625 Penalty: 2064.604492
	Iteration 11Q: 3 clusters Score -64748.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -64755.070312 Penalty: 2064.604492
	Iteration 12Q: 3 clusters Score -64755.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -64758.000000 Penalty: 2064.604492
	Iteration 13Q: 3 clusters Score -64758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -64759.785156 Penalty: 2064.604492
	Iteration 14Q: 3 clusters Score -64759.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -64761.640625 Penalty: 2064.604492
	Iteration 15Q: 3 clusters Score -64761.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -64763.207031 Penalty: 2064.604492
	Iteration 16Q: 3 clusters Score -64763.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -64766.281250 Penalty: 2064.604492
	Iteration 17Q: 3 clusters Score -64766.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -64767.492188 Penalty: 2064.604492
	Iteration 18Q: 3 clusters Score -64767.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -64768.460938 Penalty: 2064.604492
	Iteration 19Q: 3 clusters Score -64768.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -64768.460938 Penalty: 2064.604492
	Iteration 20F: 3 clusters Score -64768.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -89541.828125 Penalty: 1078.341309
	Iteration 0F: 2 clusters Score -89541.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -88251.570312 Penalty: 2156.682617
	Iteration 0F: 3 clusters Score -88251.57 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -88448.585938 Penalty: 2156.682617
	Iteration 1F: 3 clusters Score -88448.59 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -88533.546875 Penalty: 2156.682617
	Iteration 2F: 3 clusters Score -88533.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -88572.625000 Penalty: 2156.682617
	Iteration 3Q: 3 clusters Score -88572.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -88615.593750 Penalty: 2156.682617
	Iteration 4Q: 3 clusters Score -88615.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -88647.054688 Penalty: 2156.682617
	Iteration 5Q: 3 clusters Score -88647.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -88665.601562 Penalty: 2156.682617
	Iteration 6Q: 3 clusters Score -88665.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -88681.664062 Penalty: 2156.682617
	Iteration 7Q: 3 clusters Score -88681.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -88693.804688 Penalty: 2156.682617
	Iteration 8Q: 3 clusters Score -88693.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -88701.031250 Penalty: 2156.682617
	Iteration 9Q: 3 clusters Score -88701.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -88704.648438 Penalty: 2156.682617
	Iteration 10Q: 3 clusters Score -88704.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -88708.539062 Penalty: 2156.682617
	Iteration 11Q: 3 clusters Score -88708.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -88712.007812 Penalty: 2156.682617
	Iteration 12Q: 3 clusters Score -88712.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -88714.945312 Penalty: 2156.682617
	Iteration 13Q: 3 clusters Score -88714.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -88717.585938 Penalty: 2156.682617
	Iteration 14Q: 3 clusters Score -88717.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -88717.585938 Penalty: 2156.682617
	Iteration 15F: 3 clusters Score -88717.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Entering Unmasked Estep 
Score: -594523.625000 Penalty: 1376.255249
	Iteration 0F: 2 clusters Score -594523.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -590678.062500 Penalty: 2752.510498
	Iteration 0F: 3 clusters Score -590678.1 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -591696.187500 Penalty: 2752.510498
	Iteration 1F: 3 clusters Score -591696.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -591841.250000 Penalty: 2752.510498
	Iteration 2F: 3 clusters Score -591841.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -591935.875000 Penalty: 2752.510498
	Iteration 3Q: 3 clusters Score -591935.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -592011.062500 Penalty: 2752.510498
	Iteration 4Q: 3 clusters Score -592011.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -592088.625000 Penalty: 2752.510498
	Iteration 5Q: 3 clusters Score -592088.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -592165.500000 Penalty: 2752.510498
	Iteration 6Q: 3 clusters Score -592165.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -592254.500000 Penalty: 2752.510498
	Iteration 7Q: 3 clusters Score -592254.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -592344.687500 Penalty: 2752.510498
	Iteration 8Q: 3 clusters Score -592344.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -592451.562500 Penalty: 2752.510498
	Iteration 9Q: 3 clusters Score -592451.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -592561.687500 Penalty: 2752.510498
	Iteration 10Q: 3 clusters Score -592561.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -592665.562500 Penalty: 2752.510498
	Iteration 11Q: 3 clusters Score -592665.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -592741.375000 Penalty: 2752.510498
	Iteration 12Q: 3 clusters Score -592741.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -592806.375000 Penalty: 2752.510498
	Iteration 13Q: 3 clusters Score -592806.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -592869.375000 Penalty: 2752.510498
	Iteration 14Q: 3 clusters Score -592869.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -592909.437500 Penalty: 2752.510498
	Iteration 15Q: 3 clusters Score -592909.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -592938.500000 Penalty: 2752.510498
	Iteration 16Q: 3 clusters Score -592938.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -592954.875000 Penalty: 2752.510498
	Iteration 17Q: 3 clusters Score -592954.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -592972.625000 Penalty: 2752.510498
	Iteration 18Q: 3 clusters Score -592972.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -592987.312500 Penalty: 2752.510498
	Iteration 19Q: 3 clusters Score -592987.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -592995.250000 Penalty: 2752.510498
	Iteration 20F: 3 clusters Score -592995.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -593002.062500 Penalty: 2752.510498
	Iteration 21Q: 3 clusters Score -593002.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -593008.625000 Penalty: 2752.510498
	Iteration 22Q: 3 clusters Score -593008.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -593014.250000 Penalty: 2752.510498
	Iteration 23Q: 3 clusters Score -593014.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -593016.250000 Penalty: 2752.510498
	Iteration 24Q: 3 clusters Score -593016.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -593021.000000 Penalty: 2752.510498
	Iteration 25Q: 3 clusters Score -593021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -593024.812500 Penalty: 2752.510498
	Iteration 26Q: 3 clusters Score -593024.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -593024.750000 Penalty: 2752.510498
	Iteration 27Q: 3 clusters Score -593024.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -593027.937500 Penalty: 2752.510498
	Iteration 28Q: 3 clusters Score -593027.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -593029.125000 Penalty: 2752.510498
	Iteration 29Q: 3 clusters Score -593029.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -593027.250000 Penalty: 2752.510498
	Iteration 30Q: 3 clusters Score -593027.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -593029.125000 Penalty: 2752.510498
	Iteration 31Q: 3 clusters Score -593029.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -593029.000000 Penalty: 2752.510498
	Iteration 32Q: 3 clusters Score -593029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -593030.625000 Penalty: 2752.510498
	Iteration 33Q: 3 clusters Score -593030.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -593033.500000 Penalty: 2752.510498
	Iteration 34Q: 3 clusters Score -593033.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -593035.187500 Penalty: 2752.510498
	Iteration 35Q: 3 clusters Score -593035.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -593036.875000 Penalty: 2752.510498
	Iteration 36Q: 3 clusters Score -593036.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -593036.562500 Penalty: 2752.510498
	Iteration 37Q: 3 clusters Score -593036.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -593036.750000 Penalty: 2752.510498
	Iteration 38Q: 3 clusters Score -593036.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -593039.125000 Penalty: 2752.510498
	Iteration 39Q: 3 clusters Score -593039.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -593039.062500 Penalty: 2752.510498
	Iteration 40F: 3 clusters Score -593039.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -593039.812500 Penalty: 2752.510498
	Iteration 41Q: 3 clusters Score -593039.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -593039.812500 Penalty: 2752.510498
	Iteration 42F: 3 clusters Score -593039.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Entering Unmasked Estep 
Score: -2220697.750000 Penalty: 1591.063232
	Iteration 0F: 2 clusters Score -2220698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2208582.500000 Penalty: 3182.126465
	Iteration 0F: 3 clusters Score -2208582 nChanged 7970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -2213242.250000 Penalty: 3182.126465
	Iteration 1F: 3 clusters Score -2213242 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2213944.500000 Penalty: 3182.126465
	Iteration 2F: 3 clusters Score -2213944 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -2214658.000000 Penalty: 3182.126465
	Iteration 3F: 3 clusters Score -2214658 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2215338.250000 Penalty: 3182.126465
	Iteration 4F: 3 clusters Score -2215338 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2216081.000000 Penalty: 3182.126465
	Iteration 5F: 3 clusters Score -2216081 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2216827.750000 Penalty: 3182.126465
	Iteration 6F: 3 clusters Score -2216828 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2217489.000000 Penalty: 3182.126465
	Iteration 7Q: 3 clusters Score -2217489 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2218023.000000 Penalty: 3182.126465
	Iteration 8Q: 3 clusters Score -2218023 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2218440.500000 Penalty: 3182.126465
	Iteration 9Q: 3 clusters Score -2218440 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2218771.000000 Penalty: 3182.126465
	Iteration 10Q: 3 clusters Score -2218771 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2218994.250000 Penalty: 3182.126465
	Iteration 11Q: 3 clusters Score -2218994 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2219145.500000 Penalty: 3182.126465
	Iteration 12Q: 3 clusters Score -2219146 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2219247.000000 Penalty: 3182.126465
	Iteration 13Q: 3 clusters Score -2219247 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2219315.750000 Penalty: 3182.126465
	Iteration 14Q: 3 clusters Score -2219316 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2219363.000000 Penalty: 3182.126465
	Iteration 15Q: 3 clusters Score -2219363 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2219403.250000 Penalty: 3182.126465
	Iteration 16Q: 3 clusters Score -2219403 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2219428.250000 Penalty: 3182.126465
	Iteration 17Q: 3 clusters Score -2219428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2219441.250000 Penalty: 3182.126465
	Iteration 18Q: 3 clusters Score -2219441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2219449.750000 Penalty: 3182.126465
	Iteration 19Q: 3 clusters Score -2219450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2219461.500000 Penalty: 3182.126465
	Iteration 20F: 3 clusters Score -2219462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2219467.500000 Penalty: 3182.126465
	Iteration 21Q: 3 clusters Score -2219468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2219476.000000 Penalty: 3182.126465
	Iteration 22Q: 3 clusters Score -2219476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2219482.750000 Penalty: 3182.126465
	Iteration 23Q: 3 clusters Score -2219483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2219484.500000 Penalty: 3182.126465
	Iteration 24Q: 3 clusters Score -2219484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2219485.500000 Penalty: 3182.126465
	Iteration 25Q: 3 clusters Score -2219486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2219490.250000 Penalty: 3182.126465
	Iteration 26Q: 3 clusters Score -2219490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2219489.250000 Penalty: 3182.126465
	Iteration 27Q: 3 clusters Score -2219489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2219489.000000 Penalty: 3182.126465
	Iteration 28Q: 3 clusters Score -2219489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2219490.750000 Penalty: 3182.126465
	Iteration 29Q: 3 clusters Score -2219491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2219490.750000 Penalty: 3182.126465
	Iteration 30F: 3 clusters Score -2219491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Entering Unmasked Estep 
Score: -795467.687500 Penalty: 1432.714478
	Iteration 0F: 2 clusters Score -795467.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -790348.562500 Penalty: 2865.428955
	Iteration 0F: 3 clusters Score -790348.6 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -791925.250000 Penalty: 2865.428955
	Iteration 1F: 3 clusters Score -791925.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -792187.812500 Penalty: 2865.428955
	Iteration 2F: 3 clusters Score -792187.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -792446.437500 Penalty: 2865.428955
	Iteration 3F: 3 clusters Score -792446.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -792716.500000 Penalty: 2865.428955
	Iteration 4F: 3 clusters Score -792716.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -792988.437500 Penalty: 2865.428955
	Iteration 5F: 3 clusters Score -792988.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -793230.500000 Penalty: 2865.428955
	Iteration 6Q: 3 clusters Score -793230.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -793481.250000 Penalty: 2865.428955
	Iteration 7Q: 3 clusters Score -793481.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -793711.375000 Penalty: 2865.428955
	Iteration 8Q: 3 clusters Score -793711.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -793958.687500 Penalty: 2865.428955
	Iteration 9Q: 3 clusters Score -793958.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -794149.437500 Penalty: 2865.428955
	Iteration 10Q: 3 clusters Score -794149.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -794305.000000 Penalty: 2865.428955
	Iteration 11Q: 3 clusters Score -794305 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -794474.937500 Penalty: 2865.428955
	Iteration 12Q: 3 clusters Score -794474.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -794658.375000 Penalty: 2865.428955
	Iteration 13Q: 3 clusters Score -794658.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -794842.625000 Penalty: 2865.428955
	Iteration 14Q: 3 clusters Score -794842.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -794989.812500 Penalty: 2865.428955
	Iteration 15Q: 3 clusters Score -794989.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -795058.937500 Penalty: 2865.428955
	Iteration 16Q: 3 clusters Score -795058.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -795096.062500 Penalty: 2865.428955
	Iteration 17Q: 3 clusters Score -795096.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -795107.625000 Penalty: 2865.428955
	Iteration 18Q: 3 clusters Score -795107.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -795112.125000 Penalty: 2865.428955
	Iteration 19Q: 3 clusters Score -795112.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -795111.812500 Penalty: 2865.428955
	Iteration 20F: 3 clusters Score -795111.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -795114.375000 Penalty: 2865.428955
	Iteration 21Q: 3 clusters Score -795114.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -795116.312500 Penalty: 2865.428955
	Iteration 22Q: 3 clusters Score -795116.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -795115.687500 Penalty: 2865.428955
	Iteration 23Q: 3 clusters Score -795115.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -795117.750000 Penalty: 2865.428955
	Iteration 24Q: 3 clusters Score -795117.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -795118.500000 Penalty: 2865.428955
	Iteration 25Q: 3 clusters Score -795118.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -795117.750000 Penalty: 2865.428955
	Iteration 26Q: 3 clusters Score -795117.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -795117.812500 Penalty: 2865.428955
	Iteration 27Q: 3 clusters Score -795117.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -795118.812500 Penalty: 2865.428955
	Iteration 28Q: 3 clusters Score -795118.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -795120.062500 Penalty: 2865.428955
	Iteration 29Q: 3 clusters Score -795120.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -795121.000000 Penalty: 2865.428955
	Iteration 30Q: 3 clusters Score -795121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -795121.312500 Penalty: 2865.428955
	Iteration 31Q: 3 clusters Score -795121.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -795124.625000 Penalty: 2865.428955
	Iteration 32Q: 3 clusters Score -795124.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -795126.500000 Penalty: 2865.428955
	Iteration 33Q: 3 clusters Score -795126.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -795130.375000 Penalty: 2865.428955
	Iteration 34Q: 3 clusters Score -795130.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -795136.062500 Penalty: 2865.428955
	Iteration 35Q: 3 clusters Score -795136.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -795139.875000 Penalty: 2865.428955
	Iteration 36Q: 3 clusters Score -795139.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -795143.812500 Penalty: 2865.428955
	Iteration 37Q: 3 clusters Score -795143.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -795146.812500 Penalty: 2865.428955
	Iteration 38Q: 3 clusters Score -795146.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -795149.687500 Penalty: 2865.428955
	Iteration 39Q: 3 clusters Score -795149.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -795152.125000 Penalty: 2865.428955
	Iteration 40F: 3 clusters Score -795152.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -795153.875000 Penalty: 2865.428955
	Iteration 41Q: 3 clusters Score -795153.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -795154.500000 Penalty: 2865.428955
	Iteration 42Q: 3 clusters Score -795154.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -795154.500000 Penalty: 2865.428955
	Iteration 43Q: 3 clusters Score -795154.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -795154.187500 Penalty: 2865.428955
	Iteration 44Q: 3 clusters Score -795154.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -795156.687500 Penalty: 2865.428955
	Iteration 45Q: 3 clusters Score -795156.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -795155.625000 Penalty: 2865.428955
	Iteration 46Q: 3 clusters Score -795155.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -795157.187500 Penalty: 2865.428955
	Iteration 47Q: 3 clusters Score -795157.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -795156.875000 Penalty: 2865.428955
	Iteration 48Q: 3 clusters Score -795156.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -795156.875000 Penalty: 2865.428955
	Iteration 49F: 3 clusters Score -795156.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -30122.925781 Penalty: 958.287476
	Iteration 0F: 2 clusters Score -30122.93 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 191 members 
Entering Unmasked Estep 
Score: -29322.425781 Penalty: 1916.574951
	Iteration 0F: 3 clusters Score -29322.43 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29687.945312 Penalty: 1916.574951
	Iteration 1F: 3 clusters Score -29687.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29844.283203 Penalty: 1916.574951
	Iteration 2F: 3 clusters Score -29844.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29935.417969 Penalty: 1916.574951
	Iteration 3F: 3 clusters Score -29935.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29973.820312 Penalty: 1916.574951
	Iteration 4Q: 3 clusters Score -29973.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29989.478516 Penalty: 1916.574951
	Iteration 5Q: 3 clusters Score -29989.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29998.066406 Penalty: 1916.574951
	Iteration 6Q: 3 clusters Score -29998.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30003.107422 Penalty: 1916.574951
	Iteration 7Q: 3 clusters Score -30003.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -30004.865234 Penalty: 1916.574951
	Iteration 8Q: 3 clusters Score -30004.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30015.628906 Penalty: 1916.574951
	Iteration 9Q: 3 clusters Score -30015.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30015.628906 Penalty: 1916.574951
	Iteration 10F: 3 clusters Score -30015.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Entering Unmasked Estep 
Score: -1178670.875000 Penalty: 1487.453247
	Iteration 0F: 2 clusters Score -1178671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1171800.000000 Penalty: 2974.906494
	Iteration 0F: 3 clusters Score -1171800 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1174006.500000 Penalty: 2974.906494
	Iteration 1F: 3 clusters Score -1174006 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1174326.250000 Penalty: 2974.906494
	Iteration 2F: 3 clusters Score -1174326 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1174624.625000 Penalty: 2974.906494
	Iteration 3F: 3 clusters Score -1174625 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1174887.250000 Penalty: 2974.906494
	Iteration 4F: 3 clusters Score -1174887 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1175143.625000 Penalty: 2974.906494
	Iteration 5Q: 3 clusters Score -1175144 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1175471.750000 Penalty: 2974.906494
	Iteration 6Q: 3 clusters Score -1175472 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1175831.250000 Penalty: 2974.906494
	Iteration 7F: 3 clusters Score -1175831 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1176194.500000 Penalty: 2974.906494
	Iteration 8F: 3 clusters Score -1176194 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1176547.000000 Penalty: 2974.906494
	Iteration 9F: 3 clusters Score -1176547 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1176821.500000 Penalty: 2974.906494
	Iteration 10Q: 3 clusters Score -1176822 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1177028.375000 Penalty: 2974.906494
	Iteration 11Q: 3 clusters Score -1177028 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1177182.875000 Penalty: 2974.906494
	Iteration 12Q: 3 clusters Score -1177183 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1177301.250000 Penalty: 2974.906494
	Iteration 13Q: 3 clusters Score -1177301 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1177398.125000 Penalty: 2974.906494
	Iteration 14Q: 3 clusters Score -1177398 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1177461.625000 Penalty: 2974.906494
	Iteration 15Q: 3 clusters Score -1177462 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1177499.625000 Penalty: 2974.906494
	Iteration 16Q: 3 clusters Score -1177500 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1177541.875000 Penalty: 2974.906494
	Iteration 17Q: 3 clusters Score -1177542 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1177569.875000 Penalty: 2974.906494
	Iteration 18Q: 3 clusters Score -1177570 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1177594.500000 Penalty: 2974.906494
	Iteration 19Q: 3 clusters Score -1177594 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1177629.000000 Penalty: 2974.906494
	Iteration 20F: 3 clusters Score -1177629 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1177651.625000 Penalty: 2974.906494
	Iteration 21Q: 3 clusters Score -1177652 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1177667.250000 Penalty: 2974.906494
	Iteration 22Q: 3 clusters Score -1177667 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1177677.875000 Penalty: 2974.906494
	Iteration 23Q: 3 clusters Score -1177678 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1177687.750000 Penalty: 2974.906494
	Iteration 24Q: 3 clusters Score -1177688 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1177696.750000 Penalty: 2974.906494
	Iteration 25Q: 3 clusters Score -1177697 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1177700.625000 Penalty: 2974.906494
	Iteration 26Q: 3 clusters Score -1177701 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1177705.750000 Penalty: 2974.906494
	Iteration 27Q: 3 clusters Score -1177706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1177709.625000 Penalty: 2974.906494
	Iteration 28Q: 3 clusters Score -1177710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1177714.375000 Penalty: 2974.906494
	Iteration 29Q: 3 clusters Score -1177714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1177717.250000 Penalty: 2974.906494
	Iteration 30Q: 3 clusters Score -1177717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1177714.875000 Penalty: 2974.906494
	Iteration 31Q: 3 clusters Score -1177715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1177717.500000 Penalty: 2974.906494
	Iteration 32Q: 3 clusters Score -1177718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1177719.750000 Penalty: 2974.906494
	Iteration 33Q: 3 clusters Score -1177720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1177723.000000 Penalty: 2974.906494
	Iteration 34Q: 3 clusters Score -1177723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1177720.125000 Penalty: 2974.906494
	Iteration 35Q: 3 clusters Score -1177720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1177718.125000 Penalty: 2974.906494
	Iteration 36Q: 3 clusters Score -1177718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1177718.125000 Penalty: 2974.906494
	Iteration 37F: 3 clusters Score -1177718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (34533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Entering Unmasked Estep 
Score: -4248812.500000 Penalty: 1698.071533
	Iteration 0F: 2 clusters Score -4248812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -4225607.500000 Penalty: 3396.143066
	Iteration 0F: 3 clusters Score -4225608 nChanged 15916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -4234549.000000 Penalty: 3396.143066
	Iteration 1F: 3 clusters Score -4234549 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -4235331.500000 Penalty: 3396.143066
	Iteration 2F: 3 clusters Score -4235332 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -4236430.000000 Penalty: 3396.143066
	Iteration 3F: 3 clusters Score -4236430 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -4238071.500000 Penalty: 3396.143066
	Iteration 4F: 3 clusters Score -4238072 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -4240350.500000 Penalty: 3396.143066
	Iteration 5F: 3 clusters Score -4240350 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -4242774.500000 Penalty: 3396.143066
	Iteration 6F: 3 clusters Score -4242774 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -4244821.000000 Penalty: 3396.143066
	Iteration 7F: 3 clusters Score -4244821 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -4246090.000000 Penalty: 3396.143066
	Iteration 8Q: 3 clusters Score -4246090 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -4246747.500000 Penalty: 3396.143066
	Iteration 9Q: 3 clusters Score -4246748 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -4247045.500000 Penalty: 3396.143066
	Iteration 10Q: 3 clusters Score -4247046 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -4247175.000000 Penalty: 3396.143066
	Iteration 11Q: 3 clusters Score -4247175 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -4247232.500000 Penalty: 3396.143066
	Iteration 12Q: 3 clusters Score -4247232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -4247268.000000 Penalty: 3396.143066
	Iteration 13Q: 3 clusters Score -4247268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -4247288.500000 Penalty: 3396.143066
	Iteration 14Q: 3 clusters Score -4247288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -4247304.000000 Penalty: 3396.143066
	Iteration 15Q: 3 clusters Score -4247304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -4247310.500000 Penalty: 3396.143066
	Iteration 16Q: 3 clusters Score -4247310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -4247314.000000 Penalty: 3396.143066
	Iteration 17Q: 3 clusters Score -4247314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -4247322.500000 Penalty: 3396.143066
	Iteration 18Q: 3 clusters Score -4247322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -4247326.500000 Penalty: 3396.143066
	Iteration 19Q: 3 clusters Score -4247326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -4247329.500000 Penalty: 3396.143066
	Iteration 20F: 3 clusters Score -4247330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -4247329.000000 Penalty: 3396.143066
	Iteration 21Q: 3 clusters Score -4247329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -4247336.500000 Penalty: 3396.143066
	Iteration 22Q: 3 clusters Score -4247336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -4247336.500000 Penalty: 3396.143066
	Iteration 23Q: 3 clusters Score -4247336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -4247335.000000 Penalty: 3396.143066
	Iteration 24Q: 3 clusters Score -4247335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -4247343.500000 Penalty: 3396.143066
	Iteration 25Q: 3 clusters Score -4247344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -4247345.000000 Penalty: 3396.143066
	Iteration 26Q: 3 clusters Score -4247345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -4247347.000000 Penalty: 3396.143066
	Iteration 27Q: 3 clusters Score -4247347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -4247350.000000 Penalty: 3396.143066
	Iteration 28Q: 3 clusters Score -4247350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -4247352.500000 Penalty: 3396.143066
	Iteration 29Q: 3 clusters Score -4247352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -4247352.500000 Penalty: 3396.143066
	Iteration 30F: 3 clusters Score -4247352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (43899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Entering Unmasked Estep 
Score: -5323023.500000 Penalty: 1737.067627
	Iteration 0F: 2 clusters Score -5323024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -5293535.500000 Penalty: 3474.135254
	Iteration 0F: 3 clusters Score -5293536 nChanged 20505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -5305206.500000 Penalty: 3474.135254
	Iteration 1F: 3 clusters Score -5305206 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -5305733.500000 Penalty: 3474.135254
	Iteration 2Q: 3 clusters Score -5305734 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -5306271.500000 Penalty: 3474.135254
	Iteration 3Q: 3 clusters Score -5306272 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -5306952.500000 Penalty: 3474.135254
	Iteration 4Q: 3 clusters Score -5306952 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -5307938.500000 Penalty: 3474.135254
	Iteration 5Q: 3 clusters Score -5307938 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -5309276.000000 Penalty: 3474.135254
	Iteration 6F: 3 clusters Score -5309276 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -5311047.000000 Penalty: 3474.135254
	Iteration 7F: 3 clusters Score -5311047 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -5312980.000000 Penalty: 3474.135254
	Iteration 8F: 3 clusters Score -5312980 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -5314620.000000 Penalty: 3474.135254
	Iteration 9F: 3 clusters Score -5314620 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -5315973.000000 Penalty: 3474.135254
	Iteration 10Q: 3 clusters Score -5315973 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -5317402.000000 Penalty: 3474.135254
	Iteration 11Q: 3 clusters Score -5317402 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -5318649.500000 Penalty: 3474.135254
	Iteration 12Q: 3 clusters Score -5318650 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -5319500.000000 Penalty: 3474.135254
	Iteration 13Q: 3 clusters Score -5319500 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -5320103.000000 Penalty: 3474.135254
	Iteration 14Q: 3 clusters Score -5320103 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -5320549.000000 Penalty: 3474.135254
	Iteration 15Q: 3 clusters Score -5320549 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -5320854.000000 Penalty: 3474.135254
	Iteration 16Q: 3 clusters Score -5320854 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -5321065.500000 Penalty: 3474.135254
	Iteration 17Q: 3 clusters Score -5321066 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -5321233.000000 Penalty: 3474.135254
	Iteration 18Q: 3 clusters Score -5321233 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -5321352.000000 Penalty: 3474.135254
	Iteration 19Q: 3 clusters Score -5321352 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -5321412.500000 Penalty: 3474.135254
	Iteration 20F: 3 clusters Score -5321412 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -5321474.000000 Penalty: 3474.135254
	Iteration 21Q: 3 clusters Score -5321474 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -5321509.000000 Penalty: 3474.135254
	Iteration 22Q: 3 clusters Score -5321509 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -5321554.000000 Penalty: 3474.135254
	Iteration 23Q: 3 clusters Score -5321554 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -5321600.000000 Penalty: 3474.135254
	Iteration 24Q: 3 clusters Score -5321600 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -5321606.500000 Penalty: 3474.135254
	Iteration 25Q: 3 clusters Score -5321606 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -5321618.500000 Penalty: 3474.135254
	Iteration 26Q: 3 clusters Score -5321618 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -5321637.500000 Penalty: 3474.135254
	Iteration 27Q: 3 clusters Score -5321638 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -5321654.000000 Penalty: 3474.135254
	Iteration 28Q: 3 clusters Score -5321654 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -5321668.000000 Penalty: 3474.135254
	Iteration 29Q: 3 clusters Score -5321668 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -5321681.500000 Penalty: 3474.135254
	Iteration 30Q: 3 clusters Score -5321682 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -5321693.500000 Penalty: 3474.135254
	Iteration 31Q: 3 clusters Score -5321694 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -5321703.000000 Penalty: 3474.135254
	Iteration 32Q: 3 clusters Score -5321703 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -5321717.000000 Penalty: 3474.135254
	Iteration 33Q: 3 clusters Score -5321717 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -5321742.000000 Penalty: 3474.135254
	Iteration 34Q: 3 clusters Score -5321742 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -5321749.500000 Penalty: 3474.135254
	Iteration 35Q: 3 clusters Score -5321750 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -5321765.000000 Penalty: 3474.135254
	Iteration 36Q: 3 clusters Score -5321765 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -5321772.000000 Penalty: 3474.135254
	Iteration 37Q: 3 clusters Score -5321772 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -5321794.500000 Penalty: 3474.135254
	Iteration 38Q: 3 clusters Score -5321794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -5321799.000000 Penalty: 3474.135254
	Iteration 39Q: 3 clusters Score -5321799 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -5321809.500000 Penalty: 3474.135254
	Iteration 40F: 3 clusters Score -5321810 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -5321806.000000 Penalty: 3474.135254
	Iteration 41Q: 3 clusters Score -5321806 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -5321827.000000 Penalty: 3474.135254
	Iteration 42Q: 3 clusters Score -5321827 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -5321836.000000 Penalty: 3474.135254
	Iteration 43Q: 3 clusters Score -5321836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -5321838.000000 Penalty: 3474.135254
	Iteration 44Q: 3 clusters Score -5321838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -5321842.000000 Penalty: 3474.135254
	Iteration 45Q: 3 clusters Score -5321842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -5321848.000000 Penalty: 3474.135254
	Iteration 46Q: 3 clusters Score -5321848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -5321848.500000 Penalty: 3474.135254
	Iteration 47Q: 3 clusters Score -5321848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -5321847.000000 Penalty: 3474.135254
	Iteration 48Q: 3 clusters Score -5321847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -5321847.000000 Penalty: 3474.135254
	Iteration 49Q: 3 clusters Score -5321847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -5321844.000000 Penalty: 3474.135254
	Iteration 50Q: 3 clusters Score -5321844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -5321852.500000 Penalty: 3474.135254
	Iteration 51Q: 3 clusters Score -5321852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -5321851.000000 Penalty: 3474.135254
	Iteration 52Q: 3 clusters Score -5321851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -5321846.500000 Penalty: 3474.135254
	Iteration 53Q: 3 clusters Score -5321846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -5321850.500000 Penalty: 3474.135254
	Iteration 54Q: 3 clusters Score -5321850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -5321848.000000 Penalty: 3474.135254
	Iteration 55Q: 3 clusters Score -5321848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -5321853.500000 Penalty: 3474.135254
	Iteration 56Q: 3 clusters Score -5321854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5321860.000000 Penalty: 3474.135254
	Iteration 57Q: 3 clusters Score -5321860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -5321852.000000 Penalty: 3474.135254
	Iteration 58Q: 3 clusters Score -5321852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -5321857.500000 Penalty: 3474.135254
	Iteration 59Q: 3 clusters Score -5321858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -5321858.500000 Penalty: 3474.135254
	Iteration 60F: 3 clusters Score -5321858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -5321858.500000 Penalty: 3474.135254
	Iteration 61Q: 3 clusters Score -5321858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -5321858.500000 Penalty: 3474.135254
	Iteration 62F: 3 clusters Score -5321858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Entering Unmasked Estep 
Score: -214407.343750 Penalty: 1229.104492
	Iteration 0F: 2 clusters Score -214407.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -212419.843750 Penalty: 2458.208984
	Iteration 0F: 3 clusters Score -212419.8 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -212874.062500 Penalty: 2458.208984
	Iteration 1F: 3 clusters Score -212874.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -213033.078125 Penalty: 2458.208984
	Iteration 2F: 3 clusters Score -213033.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -213152.718750 Penalty: 2458.208984
	Iteration 3F: 3 clusters Score -213152.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -213217.812500 Penalty: 2458.208984
	Iteration 4Q: 3 clusters Score -213217.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -213292.078125 Penalty: 2458.208984
	Iteration 5Q: 3 clusters Score -213292.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -213350.250000 Penalty: 2458.208984
	Iteration 6Q: 3 clusters Score -213350.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -213393.906250 Penalty: 2458.208984
	Iteration 7Q: 3 clusters Score -213393.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -213423.781250 Penalty: 2458.208984
	Iteration 8Q: 3 clusters Score -213423.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -213439.468750 Penalty: 2458.208984
	Iteration 9Q: 3 clusters Score -213439.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -213452.234375 Penalty: 2458.208984
	Iteration 10Q: 3 clusters Score -213452.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -213464.312500 Penalty: 2458.208984
	Iteration 11Q: 3 clusters Score -213464.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -213472.968750 Penalty: 2458.208984
	Iteration 12Q: 3 clusters Score -213473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -213474.609375 Penalty: 2458.208984
	Iteration 13Q: 3 clusters Score -213474.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -213477.109375 Penalty: 2458.208984
	Iteration 14Q: 3 clusters Score -213477.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -213478.187500 Penalty: 2458.208984
	Iteration 15Q: 3 clusters Score -213478.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -213479.000000 Penalty: 2458.208984
	Iteration 16Q: 3 clusters Score -213479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -213479.000000 Penalty: 2458.208984
	Iteration 17F: 3 clusters Score -213479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -15498.875000 Penalty: 906.091736
	Iteration 0F: 2 clusters Score -15498.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14713.339844 Penalty: 1812.183472
	Iteration 0F: 3 clusters Score -14713.34 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15034.868164 Penalty: 1812.183472
	Iteration 1F: 3 clusters Score -15034.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15263.150391 Penalty: 1812.183472
	Iteration 2F: 3 clusters Score -15263.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15331.634766 Penalty: 1812.183472
	Iteration 3Q: 3 clusters Score -15331.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15342.132812 Penalty: 1812.183472
	Iteration 4Q: 3 clusters Score -15342.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15352.330078 Penalty: 1812.183472
	Iteration 5Q: 3 clusters Score -15352.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15352.330078 Penalty: 1812.183472
	Iteration 6F: 3 clusters Score -15352.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Entering Unmasked Estep 
Score: -363279.593750 Penalty: 1298.138184
	Iteration 0F: 2 clusters Score -363279.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -360601.562500 Penalty: 2596.276367
	Iteration 0F: 3 clusters Score -360601.6 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -361506.937500 Penalty: 2596.276367
	Iteration 1F: 3 clusters Score -361506.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -361969.468750 Penalty: 2596.276367
	Iteration 2F: 3 clusters Score -361969.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -362266.562500 Penalty: 2596.276367
	Iteration 3F: 3 clusters Score -362266.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -362531.625000 Penalty: 2596.276367
	Iteration 4F: 3 clusters Score -362531.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -362830.718750 Penalty: 2596.276367
	Iteration 5F: 3 clusters Score -362830.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -363149.187500 Penalty: 2596.276367
	Iteration 6F: 3 clusters Score -363149.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -363436.187500 Penalty: 2596.276367
	Iteration 7F: 3 clusters Score -363436.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -363577.843750 Penalty: 2596.276367
	Iteration 8Q: 3 clusters Score -363577.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -363680.906250 Penalty: 2596.276367
	Iteration 9Q: 3 clusters Score -363680.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -363746.593750 Penalty: 2596.276367
	Iteration 10Q: 3 clusters Score -363746.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -363788.250000 Penalty: 2596.276367
	Iteration 11Q: 3 clusters Score -363788.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -363813.687500 Penalty: 2596.276367
	Iteration 12Q: 3 clusters Score -363813.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -363828.156250 Penalty: 2596.276367
	Iteration 13Q: 3 clusters Score -363828.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -363829.531250 Penalty: 2596.276367
	Iteration 14Q: 3 clusters Score -363829.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -363830.375000 Penalty: 2596.276367
	Iteration 15Q: 3 clusters Score -363830.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -363830.375000 Penalty: 2596.276367
	Iteration 16F: 3 clusters Score -363830.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105205 members 
Mstep: Class 2 contains 11333 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 123969 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5184 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 73951 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105460 members 
Mstep: Class 12 contains 99327 members 
Mstep: Class 13 contains 96794 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3187 members 
Mstep: Class 16 contains 68237 members 
Mstep: Class 17 contains 25228 members 
Mstep: Class 18 contains 14313 members 
Mstep: Class 19 contains 3178 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17875 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34533 members 
Mstep: Class 31 contains 43899 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 17852 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Mstep: Class 41 contains 2418 members 
Entering Unmasked Estep 
Score: -111784976.000000 Penalty: 91479.007812
Splitting cluster 34 changes total score from -111785344.000000 to -111784976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (17852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Entering Unmasked Estep 
Score: -2216004.500000 Penalty: 1590.854126
	Iteration 0F: 2 clusters Score -2216004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2203754.750000 Penalty: 3181.708252
	Iteration 0F: 3 clusters Score -2203755 nChanged 8002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2208159.750000 Penalty: 3181.708252
	Iteration 1F: 3 clusters Score -2208160 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2208796.250000 Penalty: 3181.708252
	Iteration 2F: 3 clusters Score -2208796 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2209550.750000 Penalty: 3181.708252
	Iteration 3F: 3 clusters Score -2209551 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -2210430.000000 Penalty: 3181.708252
	Iteration 4F: 3 clusters Score -2210430 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2211395.000000 Penalty: 3181.708252
	Iteration 5F: 3 clusters Score -2211395 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2212179.000000 Penalty: 3181.708252
	Iteration 6F: 3 clusters Score -2212179 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2212773.500000 Penalty: 3181.708252
	Iteration 7F: 3 clusters Score -2212774 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -2213201.500000 Penalty: 3181.708252
	Iteration 8Q: 3 clusters Score -2213202 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2213556.250000 Penalty: 3181.708252
	Iteration 9Q: 3 clusters Score -2213556 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2213877.750000 Penalty: 3181.708252
	Iteration 10Q: 3 clusters Score -2213878 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2214137.000000 Penalty: 3181.708252
	Iteration 11Q: 3 clusters Score -2214137 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -2214358.000000 Penalty: 3181.708252
	Iteration 12Q: 3 clusters Score -2214358 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2214508.750000 Penalty: 3181.708252
	Iteration 13Q: 3 clusters Score -2214509 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2214640.500000 Penalty: 3181.708252
	Iteration 14Q: 3 clusters Score -2214640 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2214708.250000 Penalty: 3181.708252
	Iteration 15Q: 3 clusters Score -2214708 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -2214793.000000 Penalty: 3181.708252
	Iteration 16Q: 3 clusters Score -2214793 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2214855.750000 Penalty: 3181.708252
	Iteration 17Q: 3 clusters Score -2214856 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2214903.000000 Penalty: 3181.708252
	Iteration 18Q: 3 clusters Score -2214903 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2214953.750000 Penalty: 3181.708252
	Iteration 19Q: 3 clusters Score -2214954 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2215000.250000 Penalty: 3181.708252
	Iteration 20F: 3 clusters Score -2215000 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2215042.750000 Penalty: 3181.708252
	Iteration 21Q: 3 clusters Score -2215043 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2215075.000000 Penalty: 3181.708252
	Iteration 22Q: 3 clusters Score -2215075 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2215096.500000 Penalty: 3181.708252
	Iteration 23Q: 3 clusters Score -2215096 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2215122.750000 Penalty: 3181.708252
	Iteration 24Q: 3 clusters Score -2215123 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2215151.000000 Penalty: 3181.708252
	Iteration 25Q: 3 clusters Score -2215151 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2215166.000000 Penalty: 3181.708252
	Iteration 26Q: 3 clusters Score -2215166 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2215180.750000 Penalty: 3181.708252
	Iteration 27Q: 3 clusters Score -2215181 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2215190.000000 Penalty: 3181.708252
	Iteration 28Q: 3 clusters Score -2215190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2215201.250000 Penalty: 3181.708252
	Iteration 29Q: 3 clusters Score -2215201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -2215205.250000 Penalty: 3181.708252
	Iteration 30Q: 3 clusters Score -2215205 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2215215.750000 Penalty: 3181.708252
	Iteration 31Q: 3 clusters Score -2215216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2215225.000000 Penalty: 3181.708252
	Iteration 32Q: 3 clusters Score -2215225 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2215231.000000 Penalty: 3181.708252
	Iteration 33Q: 3 clusters Score -2215231 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -2215242.500000 Penalty: 3181.708252
	Iteration 34Q: 3 clusters Score -2215242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2215240.250000 Penalty: 3181.708252
	Iteration 35Q: 3 clusters Score -2215240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2215243.750000 Penalty: 3181.708252
	Iteration 36Q: 3 clusters Score -2215244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2215246.750000 Penalty: 3181.708252
	Iteration 37Q: 3 clusters Score -2215247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2215252.250000 Penalty: 3181.708252
	Iteration 38Q: 3 clusters Score -2215252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2215262.000000 Penalty: 3181.708252
	Iteration 39Q: 3 clusters Score -2215262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2215264.750000 Penalty: 3181.708252
	Iteration 40F: 3 clusters Score -2215265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2215268.000000 Penalty: 3181.708252
	Iteration 41Q: 3 clusters Score -2215268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -2215269.250000 Penalty: 3181.708252
	Iteration 42Q: 3 clusters Score -2215269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2215267.000000 Penalty: 3181.708252
	Iteration 43Q: 3 clusters Score -2215267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -2215267.500000 Penalty: 3181.708252
	Iteration 44Q: 3 clusters Score -2215268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -2215272.500000 Penalty: 3181.708252
	Iteration 45Q: 3 clusters Score -2215272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2215278.750000 Penalty: 3181.708252
	Iteration 46Q: 3 clusters Score -2215279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2215278.500000 Penalty: 3181.708252
	Iteration 47Q: 3 clusters Score -2215278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2215284.750000 Penalty: 3181.708252
	Iteration 48Q: 3 clusters Score -2215285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2215291.000000 Penalty: 3181.708252
	Iteration 49Q: 3 clusters Score -2215291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -2215294.000000 Penalty: 3181.708252
	Iteration 50Q: 3 clusters Score -2215294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2215296.750000 Penalty: 3181.708252
	Iteration 51Q: 3 clusters Score -2215297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -2215294.750000 Penalty: 3181.708252
	Iteration 52Q: 3 clusters Score -2215295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2215296.250000 Penalty: 3181.708252
	Iteration 53Q: 3 clusters Score -2215296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2215296.250000 Penalty: 3181.708252
	Iteration 54Q: 3 clusters Score -2215296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2215297.250000 Penalty: 3181.708252
	Iteration 55Q: 3 clusters Score -2215297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -2215298.500000 Penalty: 3181.708252
	Iteration 56Q: 3 clusters Score -2215298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2215297.250000 Penalty: 3181.708252
	Iteration 57Q: 3 clusters Score -2215297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2215297.250000 Penalty: 3181.708252
	Iteration 58F: 3 clusters Score -2215297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Entering Unmasked Estep 
Score: -813029.687500 Penalty: 1426.327637
	Iteration 0F: 2 clusters Score -813029.7 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 3242 members 
Entering Unmasked Estep 
Score: -808122.937500 Penalty: 2852.655273
	Iteration 0F: 3 clusters Score -808122.9 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -809571.125000 Penalty: 2852.655273
	Iteration 1F: 3 clusters Score -809571.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -809842.437500 Penalty: 2852.655273
	Iteration 2F: 3 clusters Score -809842.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -810130.562500 Penalty: 2852.655273
	Iteration 3F: 3 clusters Score -810130.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -810419.250000 Penalty: 2852.655273
	Iteration 4F: 3 clusters Score -810419.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -810685.875000 Penalty: 2852.655273
	Iteration 5F: 3 clusters Score -810685.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -810875.875000 Penalty: 2852.655273
	Iteration 6Q: 3 clusters Score -810875.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -811029.375000 Penalty: 2852.655273
	Iteration 7Q: 3 clusters Score -811029.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -811143.750000 Penalty: 2852.655273
	Iteration 8Q: 3 clusters Score -811143.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -811250.687500 Penalty: 2852.655273
	Iteration 9Q: 3 clusters Score -811250.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -811342.375000 Penalty: 2852.655273
	Iteration 10Q: 3 clusters Score -811342.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -811413.875000 Penalty: 2852.655273
	Iteration 11Q: 3 clusters Score -811413.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -811476.250000 Penalty: 2852.655273
	Iteration 12Q: 3 clusters Score -811476.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -811523.625000 Penalty: 2852.655273
	Iteration 13Q: 3 clusters Score -811523.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -811559.062500 Penalty: 2852.655273
	Iteration 14Q: 3 clusters Score -811559.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -811581.875000 Penalty: 2852.655273
	Iteration 15Q: 3 clusters Score -811581.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -811596.625000 Penalty: 2852.655273
	Iteration 16Q: 3 clusters Score -811596.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -811604.875000 Penalty: 2852.655273
	Iteration 17Q: 3 clusters Score -811604.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -811610.000000 Penalty: 2852.655273
	Iteration 18Q: 3 clusters Score -811610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -811614.375000 Penalty: 2852.655273
	Iteration 19Q: 3 clusters Score -811614.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -811616.562500 Penalty: 2852.655273
	Iteration 20F: 3 clusters Score -811616.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -811618.812500 Penalty: 2852.655273
	Iteration 21Q: 3 clusters Score -811618.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -811621.812500 Penalty: 2852.655273
	Iteration 22Q: 3 clusters Score -811621.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -811623.187500 Penalty: 2852.655273
	Iteration 23Q: 3 clusters Score -811623.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -811624.500000 Penalty: 2852.655273
	Iteration 24Q: 3 clusters Score -811624.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -811625.937500 Penalty: 2852.655273
	Iteration 25Q: 3 clusters Score -811625.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -811625.937500 Penalty: 2852.655273
	Iteration 26F: 3 clusters Score -811625.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -41782.308594 Penalty: 980.376526
	Iteration 0F: 2 clusters Score -41782.31 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 190 members 
Entering Unmasked Estep 
Score: -40859.074219 Penalty: 1960.753052
	Iteration 0F: 3 clusters Score -40859.07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -41182.964844 Penalty: 1960.753052
	Iteration 1F: 3 clusters Score -41182.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -41250.140625 Penalty: 1960.753052
	Iteration 2F: 3 clusters Score -41250.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -41286.117188 Penalty: 1960.753052
	Iteration 3Q: 3 clusters Score -41286.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -41322.960938 Penalty: 1960.753052
	Iteration 4Q: 3 clusters Score -41322.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -41396.453125 Penalty: 1960.753052
	Iteration 5Q: 3 clusters Score -41396.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -41472.105469 Penalty: 1960.753052
	Iteration 6Q: 3 clusters Score -41472.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41492.468750 Penalty: 1960.753052
	Iteration 7Q: 3 clusters Score -41492.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41503.980469 Penalty: 1960.753052
	Iteration 8Q: 3 clusters Score -41503.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41516.148438 Penalty: 1960.753052
	Iteration 9Q: 3 clusters Score -41516.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -41531.988281 Penalty: 1960.753052
	Iteration 10Q: 3 clusters Score -41531.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -41542.468750 Penalty: 1960.753052
	Iteration 11Q: 3 clusters Score -41542.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41559.425781 Penalty: 1960.753052
	Iteration 12Q: 3 clusters Score -41559.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41565.851562 Penalty: 1960.753052
	Iteration 13Q: 3 clusters Score -41565.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41567.531250 Penalty: 1960.753052
	Iteration 14Q: 3 clusters Score -41567.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41567.531250 Penalty: 1960.753052
	Iteration 15F: 3 clusters Score -41567.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -18534.224609 Penalty: 868.904968
	Iteration 0F: 2 clusters Score -18534.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17917.869141 Penalty: 1737.809937
	Iteration 0F: 3 clusters Score -17917.87 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18066.208984 Penalty: 1737.809937
	Iteration 1F: 3 clusters Score -18066.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18128.992188 Penalty: 1737.809937
	Iteration 2F: 3 clusters Score -18128.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18172.486328 Penalty: 1737.809937
	Iteration 3Q: 3 clusters Score -18172.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18185.107422 Penalty: 1737.809937
	Iteration 4Q: 3 clusters Score -18185.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18190.292969 Penalty: 1737.809937
	Iteration 5Q: 3 clusters Score -18190.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18199.490234 Penalty: 1737.809937
	Iteration 6Q: 3 clusters Score -18199.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18199.490234 Penalty: 1737.809937
	Iteration 7F: 3 clusters Score -18199.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -11895.183594 Penalty: 966.130859
	Iteration 0F: 2 clusters Score -11895.18 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 187 members 
Entering Unmasked Estep 
Score: -11042.059570 Penalty: 1932.261719
	Iteration 0F: 3 clusters Score -11042.06 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -11530.793945 Penalty: 1932.261719
	Iteration 1F: 3 clusters Score -11530.79 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11686.948242 Penalty: 1932.261719
	Iteration 2F: 3 clusters Score -11686.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11767.142578 Penalty: 1932.261719
	Iteration 3F: 3 clusters Score -11767.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -11796.707031 Penalty: 1932.261719
	Iteration 4Q: 3 clusters Score -11796.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -11858.541992 Penalty: 1932.261719
	Iteration 5Q: 3 clusters Score -11858.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -11880.923828 Penalty: 1932.261719
	Iteration 6Q: 3 clusters Score -11880.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -11895.379883 Penalty: 1932.261719
	Iteration 7Q: 3 clusters Score -11895.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -11950.326172 Penalty: 1932.261719
	Iteration 8Q: 3 clusters Score -11950.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -12013.937500 Penalty: 1932.261719
	Iteration 9Q: 3 clusters Score -12013.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -12027.450195 Penalty: 1932.261719
	Iteration 10Q: 3 clusters Score -12027.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -12030.758789 Penalty: 1932.261719
	Iteration 11Q: 3 clusters Score -12030.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -12040.745117 Penalty: 1932.261719
	Iteration 12Q: 3 clusters Score -12040.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -12041.878906 Penalty: 1932.261719
	Iteration 13Q: 3 clusters Score -12041.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -12042.291016 Penalty: 1932.261719
	Iteration 14F: 3 clusters Score -12042.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -12057.835938 Penalty: 1932.261719
	Iteration 15Q: 3 clusters Score -12057.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -12058.909180 Penalty: 1932.261719
	Iteration 16Q: 3 clusters Score -12058.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -12059.150391 Penalty: 1932.261719
	Iteration 17Q: 3 clusters Score -12059.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -12059.465820 Penalty: 1932.261719
	Iteration 18Q: 3 clusters Score -12059.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -12060.603516 Penalty: 1932.261719
	Iteration 19Q: 3 clusters Score -12060.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -12061.560547 Penalty: 1932.261719
	Iteration 20F: 3 clusters Score -12061.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -12067.369141 Penalty: 1932.261719
	Iteration 21Q: 3 clusters Score -12067.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -12088.433594 Penalty: 1932.261719
	Iteration 22Q: 3 clusters Score -12088.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -12089.434570 Penalty: 1932.261719
	Iteration 23Q: 3 clusters Score -12089.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -12089.434570 Penalty: 1932.261719
	Iteration 24F: 3 clusters Score -12089.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105205 members 
Mstep: Class 2 contains 11333 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 123969 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5184 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 73951 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105460 members 
Mstep: Class 12 contains 99327 members 
Mstep: Class 13 contains 96794 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3187 members 
Mstep: Class 16 contains 68237 members 
Mstep: Class 17 contains 25228 members 
Mstep: Class 18 contains 14313 members 
Mstep: Class 19 contains 3178 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17875 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34533 members 
Mstep: Class 31 contains 43899 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17852 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 172 members 
Mstep: Class 40 contains 1101 members 
Mstep: Class 41 contains 210 members 
Entering Unmasked Estep 
Score: -111784256.000000 Penalty: 91479.007812
Splitting cluster 39 changes total score from -111785344.000000 to -111784256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -133365.437500 Penalty: 1138.145752
	Iteration 0F: 2 clusters Score -133365.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -131853.203125 Penalty: 2276.291504
	Iteration 0F: 3 clusters Score -131853.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -132108.984375 Penalty: 2276.291504
	Iteration 1F: 3 clusters Score -132109 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -132206.453125 Penalty: 2276.291504
	Iteration 2F: 3 clusters Score -132206.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -132273.093750 Penalty: 2276.291504
	Iteration 3Q: 3 clusters Score -132273.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -132313.343750 Penalty: 2276.291504
	Iteration 4Q: 3 clusters Score -132313.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -132343.421875 Penalty: 2276.291504
	Iteration 5Q: 3 clusters Score -132343.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -132379.515625 Penalty: 2276.291504
	Iteration 6Q: 3 clusters Score -132379.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -132426.671875 Penalty: 2276.291504
	Iteration 7Q: 3 clusters Score -132426.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -132506.875000 Penalty: 2276.291504
	Iteration 8Q: 3 clusters Score -132506.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -132607.875000 Penalty: 2276.291504
	Iteration 9Q: 3 clusters Score -132607.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -132691.062500 Penalty: 2276.291504
	Iteration 10Q: 3 clusters Score -132691.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -132774.218750 Penalty: 2276.291504
	Iteration 11Q: 3 clusters Score -132774.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -132815.562500 Penalty: 2276.291504
	Iteration 12Q: 3 clusters Score -132815.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -132855.562500 Penalty: 2276.291504
	Iteration 13Q: 3 clusters Score -132855.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -132887.343750 Penalty: 2276.291504
	Iteration 14Q: 3 clusters Score -132887.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -132915.359375 Penalty: 2276.291504
	Iteration 15Q: 3 clusters Score -132915.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -132928.718750 Penalty: 2276.291504
	Iteration 16Q: 3 clusters Score -132928.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -132934.578125 Penalty: 2276.291504
	Iteration 17Q: 3 clusters Score -132934.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -132943.921875 Penalty: 2276.291504
	Iteration 18Q: 3 clusters Score -132943.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -132950.125000 Penalty: 2276.291504
	Iteration 19Q: 3 clusters Score -132950.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -132950.281250 Penalty: 2276.291504
	Iteration 20F: 3 clusters Score -132950.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105205 members 
Mstep: Class 2 contains 11333 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 123969 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5184 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 73951 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105460 members 
Mstep: Class 12 contains 99327 members 
Mstep: Class 13 contains 96794 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3187 members 
Mstep: Class 16 contains 68237 members 
Mstep: Class 17 contains 25228 members 
Mstep: Class 18 contains 14313 members 
Mstep: Class 19 contains 3178 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17875 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34533 members 
Mstep: Class 31 contains 43899 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17852 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785288.000000 Penalty: 89247.812500
Iteration 439Q: 41 clusters Score -1.117853e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105202 members 
Mstep: Class 2 contains 11334 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 123978 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5184 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 73951 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105459 members 
Mstep: Class 12 contains 99326 members 
Mstep: Class 13 contains 96790 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3187 members 
Mstep: Class 16 contains 68231 members 
Mstep: Class 17 contains 25228 members 
Mstep: Class 18 contains 14313 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8717 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17876 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34532 members 
Mstep: Class 31 contains 43898 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17854 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785344.000000 Penalty: 89247.812500
Iteration 440F: 41 clusters Score -1.117853e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105207 members 
Mstep: Class 2 contains 11334 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 123982 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5184 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 73960 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105459 members 
Mstep: Class 12 contains 99325 members 
Mstep: Class 13 contains 96782 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3187 members 
Mstep: Class 16 contains 68220 members 
Mstep: Class 17 contains 25229 members 
Mstep: Class 18 contains 14313 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8718 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17876 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34531 members 
Mstep: Class 31 contains 43899 members 
Mstep: Class 32 contains 1926 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17856 members 
Mstep: Class 36 contains 6485 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785376.000000 Penalty: 89247.812500
Iteration 441Q: 41 clusters Score -1.117854e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105206 members 
Mstep: Class 2 contains 11334 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 123987 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5184 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 73974 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105463 members 
Mstep: Class 12 contains 99323 members 
Mstep: Class 13 contains 96777 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3187 members 
Mstep: Class 16 contains 68210 members 
Mstep: Class 17 contains 25226 members 
Mstep: Class 18 contains 14313 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8718 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17874 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34531 members 
Mstep: Class 31 contains 43900 members 
Mstep: Class 32 contains 1926 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17857 members 
Mstep: Class 36 contains 6484 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785360.000000 Penalty: 89247.812500
Iteration 442Q: 41 clusters Score -1.117854e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105205 members 
Mstep: Class 2 contains 11334 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 123990 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5184 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 73981 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105466 members 
Mstep: Class 12 contains 99321 members 
Mstep: Class 13 contains 96767 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3187 members 
Mstep: Class 16 contains 68205 members 
Mstep: Class 17 contains 25226 members 
Mstep: Class 18 contains 14313 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8719 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17874 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34531 members 
Mstep: Class 31 contains 43902 members 
Mstep: Class 32 contains 1926 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2948 members 
Mstep: Class 35 contains 17858 members 
Mstep: Class 36 contains 6484 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785360.000000 Penalty: 89247.812500
Iteration 443Q: 41 clusters Score -1.117854e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105206 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 123992 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 73988 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105473 members 
Mstep: Class 12 contains 99319 members 
Mstep: Class 13 contains 96763 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3187 members 
Mstep: Class 16 contains 68197 members 
Mstep: Class 17 contains 25225 members 
Mstep: Class 18 contains 14313 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8719 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17871 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34531 members 
Mstep: Class 31 contains 43903 members 
Mstep: Class 32 contains 1926 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2949 members 
Mstep: Class 35 contains 17858 members 
Mstep: Class 36 contains 6484 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785328.000000 Penalty: 89247.812500
Iteration 444Q: 41 clusters Score -1.117853e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105205 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 123996 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 73994 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105472 members 
Mstep: Class 12 contains 99318 members 
Mstep: Class 13 contains 96759 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3187 members 
Mstep: Class 16 contains 68193 members 
Mstep: Class 17 contains 25226 members 
Mstep: Class 18 contains 14314 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8720 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17868 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34532 members 
Mstep: Class 31 contains 43904 members 
Mstep: Class 32 contains 1926 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2948 members 
Mstep: Class 35 contains 17858 members 
Mstep: Class 36 contains 6484 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785304.000000 Penalty: 89247.812500
Iteration 445Q: 41 clusters Score -1.117853e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105203 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 124001 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 73996 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105471 members 
Mstep: Class 12 contains 99320 members 
Mstep: Class 13 contains 96762 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3186 members 
Mstep: Class 16 contains 68186 members 
Mstep: Class 17 contains 25226 members 
Mstep: Class 18 contains 14314 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8722 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4766 members 
Mstep: Class 26 contains 17864 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34531 members 
Mstep: Class 31 contains 43904 members 
Mstep: Class 32 contains 1926 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2948 members 
Mstep: Class 35 contains 17858 members 
Mstep: Class 36 contains 6484 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785368.000000 Penalty: 89247.812500
Iteration 446Q: 41 clusters Score -1.117854e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105201 members 
Mstep: Class 2 contains 11339 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 124005 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 73996 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105471 members 
Mstep: Class 12 contains 99322 members 
Mstep: Class 13 contains 96759 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68185 members 
Mstep: Class 17 contains 25227 members 
Mstep: Class 18 contains 14314 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8723 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17860 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34531 members 
Mstep: Class 31 contains 43904 members 
Mstep: Class 32 contains 1926 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2948 members 
Mstep: Class 35 contains 17858 members 
Mstep: Class 36 contains 6484 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785336.000000 Penalty: 89247.812500
Iteration 447Q: 41 clusters Score -1.117853e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105197 members 
Mstep: Class 2 contains 11340 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 124009 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 73998 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105466 members 
Mstep: Class 12 contains 99327 members 
Mstep: Class 13 contains 96758 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68181 members 
Mstep: Class 17 contains 25228 members 
Mstep: Class 18 contains 14314 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8725 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17858 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34531 members 
Mstep: Class 31 contains 43904 members 
Mstep: Class 32 contains 1926 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2948 members 
Mstep: Class 35 contains 17859 members 
Mstep: Class 36 contains 6484 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785368.000000 Penalty: 89247.812500
Iteration 448Q: 41 clusters Score -1.117854e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105195 members 
Mstep: Class 2 contains 11339 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 124015 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 74002 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105459 members 
Mstep: Class 12 contains 99330 members 
Mstep: Class 13 contains 96759 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68176 members 
Mstep: Class 17 contains 25229 members 
Mstep: Class 18 contains 14313 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8726 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17857 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34531 members 
Mstep: Class 31 contains 43905 members 
Mstep: Class 32 contains 1926 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2948 members 
Mstep: Class 35 contains 17859 members 
Mstep: Class 36 contains 6484 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785304.000000 Penalty: 89247.812500
Iteration 449Q: 41 clusters Score -1.117853e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105195 members 
Mstep: Class 2 contains 11339 members 
Mstep: Class 3 contains 7027 members 
Mstep: Class 4 contains 124020 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 74006 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105458 members 
Mstep: Class 12 contains 99331 members 
Mstep: Class 13 contains 96755 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68169 members 
Mstep: Class 17 contains 25229 members 
Mstep: Class 18 contains 14312 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8726 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17856 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34531 members 
Mstep: Class 31 contains 43907 members 
Mstep: Class 32 contains 1926 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2948 members 
Mstep: Class 35 contains 17859 members 
Mstep: Class 36 contains 6484 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785296.000000 Penalty: 89247.812500
Iteration 450Q: 41 clusters Score -1.117853e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105197 members 
Mstep: Class 2 contains 11339 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 124031 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 74009 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105454 members 
Mstep: Class 12 contains 99329 members 
Mstep: Class 13 contains 96752 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68167 members 
Mstep: Class 17 contains 25229 members 
Mstep: Class 18 contains 14312 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8726 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17853 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34531 members 
Mstep: Class 31 contains 43907 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2948 members 
Mstep: Class 35 contains 17859 members 
Mstep: Class 36 contains 6484 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785320.000000 Penalty: 89247.812500
Iteration 451Q: 41 clusters Score -1.117853e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105199 members 
Mstep: Class 2 contains 11340 members 
Mstep: Class 3 contains 7027 members 
Mstep: Class 4 contains 124040 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 74011 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105447 members 
Mstep: Class 12 contains 99328 members 
Mstep: Class 13 contains 96753 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68161 members 
Mstep: Class 17 contains 25230 members 
Mstep: Class 18 contains 14312 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8725 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17850 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34530 members 
Mstep: Class 31 contains 43909 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2948 members 
Mstep: Class 35 contains 17859 members 
Mstep: Class 36 contains 6484 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785336.000000 Penalty: 89247.812500
Iteration 452Q: 41 clusters Score -1.117853e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105202 members 
Mstep: Class 2 contains 11339 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 124045 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 74014 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105441 members 
Mstep: Class 12 contains 99328 members 
Mstep: Class 13 contains 96757 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68153 members 
Mstep: Class 17 contains 25233 members 
Mstep: Class 18 contains 14312 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8725 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17849 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34530 members 
Mstep: Class 31 contains 43909 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2948 members 
Mstep: Class 35 contains 17859 members 
Mstep: Class 36 contains 6483 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785336.000000 Penalty: 89247.812500
Iteration 453Q: 41 clusters Score -1.117853e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105202 members 
Mstep: Class 2 contains 11338 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 124047 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 74016 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105444 members 
Mstep: Class 12 contains 99328 members 
Mstep: Class 13 contains 96758 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68145 members 
Mstep: Class 17 contains 25235 members 
Mstep: Class 18 contains 14311 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8725 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17848 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34530 members 
Mstep: Class 31 contains 43910 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2948 members 
Mstep: Class 35 contains 17859 members 
Mstep: Class 36 contains 6483 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785272.000000 Penalty: 89247.812500
Iteration 454Q: 41 clusters Score -1.117853e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105201 members 
Mstep: Class 2 contains 11338 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 124046 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 74021 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 105443 members 
Mstep: Class 12 contains 99326 members 
Mstep: Class 13 contains 96762 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68140 members 
Mstep: Class 17 contains 25237 members 
Mstep: Class 18 contains 14311 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8725 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17846 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34531 members 
Mstep: Class 31 contains 43910 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2948 members 
Mstep: Class 35 contains 17859 members 
Mstep: Class 36 contains 6483 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785352.000000 Penalty: 89247.812500
Iteration 455Q: 41 clusters Score -1.117854e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105201 members 
Mstep: Class 2 contains 11337 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 124055 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 74022 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 105437 members 
Mstep: Class 12 contains 99325 members 
Mstep: Class 13 contains 96767 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68133 members 
Mstep: Class 17 contains 25240 members 
Mstep: Class 18 contains 14311 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8725 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4764 members 
Mstep: Class 26 contains 17846 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34531 members 
Mstep: Class 31 contains 43910 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17859 members 
Mstep: Class 36 contains 6483 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785416.000000 Penalty: 89247.812500
Iteration 456Q: 41 clusters Score -1.117854e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105201 members 
Mstep: Class 2 contains 11337 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 124064 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 74023 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 105436 members 
Mstep: Class 12 contains 99325 members 
Mstep: Class 13 contains 96765 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68126 members 
Mstep: Class 17 contains 25240 members 
Mstep: Class 18 contains 14311 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8725 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4764 members 
Mstep: Class 26 contains 17846 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34531 members 
Mstep: Class 31 contains 43910 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17859 members 
Mstep: Class 36 contains 6483 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785344.000000 Penalty: 89247.812500
Iteration 457Q: 41 clusters Score -1.117853e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105202 members 
Mstep: Class 2 contains 11337 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 124064 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 74025 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 105440 members 
Mstep: Class 12 contains 99324 members 
Mstep: Class 13 contains 96763 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68117 members 
Mstep: Class 17 contains 25242 members 
Mstep: Class 18 contains 14311 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8725 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4764 members 
Mstep: Class 26 contains 17847 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34532 members 
Mstep: Class 31 contains 43912 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17859 members 
Mstep: Class 36 contains 6483 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785296.000000 Penalty: 89247.812500
Iteration 458Q: 41 clusters Score -1.117853e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105201 members 
Mstep: Class 2 contains 11336 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 124069 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 74033 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 105438 members 
Mstep: Class 12 contains 99322 members 
Mstep: Class 13 contains 96763 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68113 members 
Mstep: Class 17 contains 25241 members 
Mstep: Class 18 contains 14311 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8725 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4764 members 
Mstep: Class 26 contains 17844 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34532 members 
Mstep: Class 31 contains 43913 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17860 members 
Mstep: Class 36 contains 6483 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785344.000000 Penalty: 89247.812500
Iteration 459Q: 41 clusters Score -1.117853e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105201 members 
Mstep: Class 2 contains 11336 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 124071 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 74036 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 105438 members 
Mstep: Class 12 contains 99319 members 
Mstep: Class 13 contains 96764 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68110 members 
Mstep: Class 17 contains 25242 members 
Mstep: Class 18 contains 14311 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8725 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17841 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34533 members 
Mstep: Class 31 contains 43913 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17860 members 
Mstep: Class 36 contains 6483 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785424.000000 Penalty: 89247.812500
Iteration 460F: 41 clusters Score -1.117854e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105203 members 
Mstep: Class 2 contains 11337 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 124074 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 74033 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 105436 members 
Mstep: Class 12 contains 99323 members 
Mstep: Class 13 contains 96762 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68108 members 
Mstep: Class 17 contains 25242 members 
Mstep: Class 18 contains 14311 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8725 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17839 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34533 members 
Mstep: Class 31 contains 43914 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17860 members 
Mstep: Class 36 contains 6483 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785376.000000 Penalty: 89247.812500
Iteration 461Q: 41 clusters Score -1.117854e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105207 members 
Mstep: Class 2 contains 11337 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 124077 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 74031 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 105431 members 
Mstep: Class 12 contains 99327 members 
Mstep: Class 13 contains 96763 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68108 members 
Mstep: Class 17 contains 25241 members 
Mstep: Class 18 contains 14311 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8726 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17835 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34533 members 
Mstep: Class 31 contains 43914 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17860 members 
Mstep: Class 36 contains 6483 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785448.000000 Penalty: 89247.812500
Iteration 462Q: 41 clusters Score -1.117854e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105211 members 
Mstep: Class 2 contains 11339 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 124081 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 74034 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 105431 members 
Mstep: Class 12 contains 99332 members 
Mstep: Class 13 contains 96758 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68102 members 
Mstep: Class 17 contains 25240 members 
Mstep: Class 18 contains 14309 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8726 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17830 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34533 members 
Mstep: Class 31 contains 43914 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17861 members 
Mstep: Class 36 contains 6483 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785408.000000 Penalty: 89247.812500
Iteration 463Q: 41 clusters Score -1.117854e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105209 members 
Mstep: Class 2 contains 11339 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 124088 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 74036 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 105426 members 
Mstep: Class 12 contains 99333 members 
Mstep: Class 13 contains 96756 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68098 members 
Mstep: Class 17 contains 25241 members 
Mstep: Class 18 contains 14310 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8729 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17827 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34534 members 
Mstep: Class 31 contains 43914 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17861 members 
Mstep: Class 36 contains 6483 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785416.000000 Penalty: 89247.812500
Iteration 464Q: 41 clusters Score -1.117854e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105211 members 
Mstep: Class 2 contains 11338 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 124091 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 74032 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 105422 members 
Mstep: Class 12 contains 99333 members 
Mstep: Class 13 contains 96761 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68097 members 
Mstep: Class 17 contains 25242 members 
Mstep: Class 18 contains 14310 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8731 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17823 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34534 members 
Mstep: Class 31 contains 43914 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17861 members 
Mstep: Class 36 contains 6483 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785432.000000 Penalty: 89247.812500
Iteration 465Q: 41 clusters Score -1.117854e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105210 members 
Mstep: Class 2 contains 11338 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 124093 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 74033 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 105419 members 
Mstep: Class 12 contains 99334 members 
Mstep: Class 13 contains 96770 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68094 members 
Mstep: Class 17 contains 25242 members 
Mstep: Class 18 contains 14310 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8731 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17817 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34534 members 
Mstep: Class 31 contains 43914 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17861 members 
Mstep: Class 36 contains 6483 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785400.000000 Penalty: 89247.812500
Iteration 466Q: 41 clusters Score -1.117854e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105211 members 
Mstep: Class 2 contains 11337 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 124090 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 74037 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 105417 members 
Mstep: Class 12 contains 99336 members 
Mstep: Class 13 contains 96771 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68093 members 
Mstep: Class 17 contains 25243 members 
Mstep: Class 18 contains 14310 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8731 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17814 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34534 members 
Mstep: Class 31 contains 43915 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17861 members 
Mstep: Class 36 contains 6483 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785392.000000 Penalty: 89247.812500
Iteration 467Q: 41 clusters Score -1.117854e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105210 members 
Mstep: Class 2 contains 11337 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 124090 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 74041 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 105413 members 
Mstep: Class 12 contains 99344 members 
Mstep: Class 13 contains 96770 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68095 members 
Mstep: Class 17 contains 25243 members 
Mstep: Class 18 contains 14310 members 
Mstep: Class 19 contains 3180 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8731 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17807 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34535 members 
Mstep: Class 31 contains 43912 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17861 members 
Mstep: Class 36 contains 6483 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785416.000000 Penalty: 89247.812500
Iteration 468Q: 41 clusters Score -1.117854e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105211 members 
Mstep: Class 2 contains 11337 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 124090 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 74040 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 105412 members 
Mstep: Class 12 contains 99348 members 
Mstep: Class 13 contains 96770 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68096 members 
Mstep: Class 17 contains 25242 members 
Mstep: Class 18 contains 14310 members 
Mstep: Class 19 contains 3181 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8734 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17801 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34535 members 
Mstep: Class 31 contains 43911 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17861 members 
Mstep: Class 36 contains 6483 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785368.000000 Penalty: 89247.812500
Iteration 469Q: 41 clusters Score -1.117854e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105212 members 
Mstep: Class 2 contains 11337 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 124089 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 74038 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 105413 members 
Mstep: Class 12 contains 99347 members 
Mstep: Class 13 contains 96775 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68098 members 
Mstep: Class 17 contains 25242 members 
Mstep: Class 18 contains 14310 members 
Mstep: Class 19 contains 3182 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8736 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17793 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34535 members 
Mstep: Class 31 contains 43911 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17861 members 
Mstep: Class 36 contains 6483 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785424.000000 Penalty: 89247.812500
Iteration 470Q: 41 clusters Score -1.117854e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105214 members 
Mstep: Class 2 contains 11336 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 124090 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 74037 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 105412 members 
Mstep: Class 12 contains 99346 members 
Mstep: Class 13 contains 96779 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68097 members 
Mstep: Class 17 contains 25243 members 
Mstep: Class 18 contains 14310 members 
Mstep: Class 19 contains 3183 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8741 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17784 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34535 members 
Mstep: Class 31 contains 43911 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17861 members 
Mstep: Class 36 contains 6483 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785320.000000 Penalty: 89247.812500
Iteration 471Q: 41 clusters Score -1.117853e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105214 members 
Mstep: Class 2 contains 11337 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 124092 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 74042 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 105413 members 
Mstep: Class 12 contains 99347 members 
Mstep: Class 13 contains 96779 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68097 members 
Mstep: Class 17 contains 25244 members 
Mstep: Class 18 contains 14310 members 
Mstep: Class 19 contains 3183 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8743 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17774 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34535 members 
Mstep: Class 31 contains 43910 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17861 members 
Mstep: Class 36 contains 6482 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785352.000000 Penalty: 89247.812500
Iteration 472Q: 41 clusters Score -1.117854e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105213 members 
Mstep: Class 2 contains 11338 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 124094 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 74045 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 105412 members 
Mstep: Class 12 contains 99348 members 
Mstep: Class 13 contains 96782 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68097 members 
Mstep: Class 17 contains 25245 members 
Mstep: Class 18 contains 14310 members 
Mstep: Class 19 contains 3183 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8742 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17766 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34535 members 
Mstep: Class 31 contains 43910 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17861 members 
Mstep: Class 36 contains 6482 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785360.000000 Penalty: 89247.812500
Iteration 473Q: 41 clusters Score -1.117854e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105214 members 
Mstep: Class 2 contains 11338 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 124095 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 74042 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 105410 members 
Mstep: Class 12 contains 99347 members 
Mstep: Class 13 contains 96790 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68098 members 
Mstep: Class 17 contains 25246 members 
Mstep: Class 18 contains 14310 members 
Mstep: Class 19 contains 3183 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8743 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17759 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34535 members 
Mstep: Class 31 contains 43910 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17861 members 
Mstep: Class 36 contains 6482 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785368.000000 Penalty: 89247.812500
Iteration 474Q: 41 clusters Score -1.117854e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105214 members 
Mstep: Class 2 contains 11339 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 124093 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 74049 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 105411 members 
Mstep: Class 12 contains 99348 members 
Mstep: Class 13 contains 96785 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68100 members 
Mstep: Class 17 contains 25246 members 
Mstep: Class 18 contains 14310 members 
Mstep: Class 19 contains 3183 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8743 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17755 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34535 members 
Mstep: Class 31 contains 43910 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17861 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785384.000000 Penalty: 89247.812500
Iteration 475Q: 41 clusters Score -1.117854e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105217 members 
Mstep: Class 2 contains 11341 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 124092 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 74056 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 105414 members 
Mstep: Class 12 contains 99350 members 
Mstep: Class 13 contains 96775 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68099 members 
Mstep: Class 17 contains 25246 members 
Mstep: Class 18 contains 14310 members 
Mstep: Class 19 contains 3183 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8744 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17752 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34533 members 
Mstep: Class 31 contains 43910 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17861 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785368.000000 Penalty: 89247.812500
Iteration 476Q: 41 clusters Score -1.117854e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105220 members 
Mstep: Class 2 contains 11342 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 124095 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 74064 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 105412 members 
Mstep: Class 12 contains 99347 members 
Mstep: Class 13 contains 96770 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68099 members 
Mstep: Class 17 contains 25247 members 
Mstep: Class 18 contains 14310 members 
Mstep: Class 19 contains 3183 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8745 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17746 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34532 members 
Mstep: Class 31 contains 43910 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17861 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785400.000000 Penalty: 89247.812500
Iteration 477Q: 41 clusters Score -1.117854e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 105222 members 
Mstep: Class 2 contains 11342 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 124097 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 74062 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 105411 members 
Mstep: Class 12 contains 99345 members 
Mstep: Class 13 contains 96772 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68098 members 
Mstep: Class 17 contains 25248 members 
Mstep: Class 18 contains 14310 members 
Mstep: Class 19 contains 3183 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8747 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17743 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34532 members 
Mstep: Class 31 contains 43910 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17861 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111785432.000000 Penalty: 89247.812500
Iteration 478Q: 41 clusters Score -1.117854e+08 nChanged 34
Entering ConstructFrom: 
Score: -111785432.000000 Penalty: 89247.812500
Entering ConstructFrom: 
Trying to split cluster 1 (105217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105217 members 
Entering Unmasked Estep 
Score: -13187353.000000 Penalty: 1879.114258
	Iteration 0F: 2 clusters Score -1.318735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52764 members 
Mstep: Class 2 contains 52453 members 
Entering Unmasked Estep 
Score: -13120920.000000 Penalty: 3758.228516
	Iteration 0F: 3 clusters Score -1.312092e+07 nChanged 50315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53847 members 
Mstep: Class 2 contains 51370 members 
Entering Unmasked Estep 
Score: -13151774.000000 Penalty: 3758.228516
	Iteration 1F: 3 clusters Score -1.315177e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 50890 members 
Entering Unmasked Estep 
Score: -13153791.000000 Penalty: 3758.228516
	Iteration 2Q: 3 clusters Score -1.315379e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54988 members 
Mstep: Class 2 contains 50229 members 
Entering Unmasked Estep 
Score: -13156658.000000 Penalty: 3758.228516
	Iteration 3F: 3 clusters Score -1.315666e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56028 members 
Mstep: Class 2 contains 49189 members 
Entering Unmasked Estep 
Score: -13160607.000000 Penalty: 3758.228516
	Iteration 4F: 3 clusters Score -1.316061e+07 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57410 members 
Mstep: Class 2 contains 47807 members 
Entering Unmasked Estep 
Score: -13165352.000000 Penalty: 3758.228516
	Iteration 5F: 3 clusters Score -1.316535e+07 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58897 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -13169880.000000 Penalty: 3758.228516
	Iteration 6F: 3 clusters Score -1.316988e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60080 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -13173458.000000 Penalty: 3758.228516
	Iteration 7F: 3 clusters Score -1.317346e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61153 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -13175656.000000 Penalty: 3758.228516
	Iteration 8Q: 3 clusters Score -1.317566e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -13176534.000000 Penalty: 3758.228516
	Iteration 9Q: 3 clusters Score -1.317653e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63123 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -13176974.000000 Penalty: 3758.228516
	Iteration 10Q: 3 clusters Score -1.317697e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64103 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -13177354.000000 Penalty: 3758.228516
	Iteration 11Q: 3 clusters Score -1.317735e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65145 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -13177710.000000 Penalty: 3758.228516
	Iteration 12Q: 3 clusters Score -1.317771e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66248 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -13177982.000000 Penalty: 3758.228516
	Iteration 13Q: 3 clusters Score -1.317798e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67377 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -13178271.000000 Penalty: 3758.228516
	Iteration 14Q: 3 clusters Score -1.317827e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68550 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -13178550.000000 Penalty: 3758.228516
	Iteration 15Q: 3 clusters Score -1.317855e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69801 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -13178965.000000 Penalty: 3758.228516
	Iteration 16Q: 3 clusters Score -1.317896e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71134 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -13179395.000000 Penalty: 3758.228516
	Iteration 17Q: 3 clusters Score -1.31794e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72571 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -13179852.000000 Penalty: 3758.228516
	Iteration 18Q: 3 clusters Score -1.317985e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74112 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -13180312.000000 Penalty: 3758.228516
	Iteration 19Q: 3 clusters Score -1.318031e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75817 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -13180983.000000 Penalty: 3758.228516
	Iteration 20F: 3 clusters Score -1.318098e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77576 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -13181716.000000 Penalty: 3758.228516
	Iteration 21Q: 3 clusters Score -1.318172e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79402 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -13182547.000000 Penalty: 3758.228516
	Iteration 22Q: 3 clusters Score -1.318255e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81281 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -13183492.000000 Penalty: 3758.228516
	Iteration 23Q: 3 clusters Score -1.318349e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83116 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -13184323.000000 Penalty: 3758.228516
	Iteration 24Q: 3 clusters Score -1.318432e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84899 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -13185149.000000 Penalty: 3758.228516
	Iteration 25Q: 3 clusters Score -1.318515e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86558 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -13185866.000000 Penalty: 3758.228516
	Iteration 26Q: 3 clusters Score -1.318587e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88027 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -13186435.000000 Penalty: 3758.228516
	Iteration 27Q: 3 clusters Score -1.318644e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89400 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -13186987.000000 Penalty: 3758.228516
	Iteration 28Q: 3 clusters Score -1.318699e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90575 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -13187328.000000 Penalty: 3758.228516
	Iteration 29Q: 3 clusters Score -1.318733e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91552 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -13187663.000000 Penalty: 3758.228516
	Iteration 30Q: 3 clusters Score -1.318766e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92428 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -13187963.000000 Penalty: 3758.228516
	Iteration 31Q: 3 clusters Score -1.318796e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93168 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -13188192.000000 Penalty: 3758.228516
	Iteration 32Q: 3 clusters Score -1.318819e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93818 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -13188371.000000 Penalty: 3758.228516
	Iteration 33Q: 3 clusters Score -1.318837e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94374 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -13188460.000000 Penalty: 3758.228516
	Iteration 34Q: 3 clusters Score -1.318846e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94884 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -13188590.000000 Penalty: 3758.228516
	Iteration 35Q: 3 clusters Score -1.318859e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95358 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -13188676.000000 Penalty: 3758.228516
	Iteration 36Q: 3 clusters Score -1.318868e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95791 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -13188639.000000 Penalty: 3758.228516
	Iteration 37Q: 3 clusters Score -1.318864e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96171 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -13188676.000000 Penalty: 3758.228516
	Iteration 38Q: 3 clusters Score -1.318868e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96480 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -13188687.000000 Penalty: 3758.228516
	Iteration 39Q: 3 clusters Score -1.318869e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96782 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -13188680.000000 Penalty: 3758.228516
	Iteration 40F: 3 clusters Score -1.318868e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97047 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -13188673.000000 Penalty: 3758.228516
	Iteration 41Q: 3 clusters Score -1.318867e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97278 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -13188706.000000 Penalty: 3758.228516
	Iteration 42Q: 3 clusters Score -1.318871e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97472 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -13188693.000000 Penalty: 3758.228516
	Iteration 43Q: 3 clusters Score -1.318869e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97641 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -13188686.000000 Penalty: 3758.228516
	Iteration 44Q: 3 clusters Score -1.318869e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97787 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -13188701.000000 Penalty: 3758.228516
	Iteration 45Q: 3 clusters Score -1.31887e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97926 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -13188710.000000 Penalty: 3758.228516
	Iteration 46Q: 3 clusters Score -1.318871e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98046 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -13188702.000000 Penalty: 3758.228516
	Iteration 47Q: 3 clusters Score -1.31887e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98149 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -13188733.000000 Penalty: 3758.228516
	Iteration 48Q: 3 clusters Score -1.318873e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98237 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -13188719.000000 Penalty: 3758.228516
	Iteration 49Q: 3 clusters Score -1.318872e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98313 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -13188718.000000 Penalty: 3758.228516
	Iteration 50Q: 3 clusters Score -1.318872e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98378 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -13188698.000000 Penalty: 3758.228516
	Iteration 51Q: 3 clusters Score -1.31887e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98453 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -13188722.000000 Penalty: 3758.228516
	Iteration 52Q: 3 clusters Score -1.318872e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98505 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -13188715.000000 Penalty: 3758.228516
	Iteration 53Q: 3 clusters Score -1.318872e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98561 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -13188712.000000 Penalty: 3758.228516
	Iteration 54Q: 3 clusters Score -1.318871e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98618 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -13188723.000000 Penalty: 3758.228516
	Iteration 55Q: 3 clusters Score -1.318872e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98666 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -13188724.000000 Penalty: 3758.228516
	Iteration 56Q: 3 clusters Score -1.318872e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98707 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -13188731.000000 Penalty: 3758.228516
	Iteration 57Q: 3 clusters Score -1.318873e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98743 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -13188738.000000 Penalty: 3758.228516
	Iteration 58Q: 3 clusters Score -1.318874e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98776 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -13188742.000000 Penalty: 3758.228516
	Iteration 59Q: 3 clusters Score -1.318874e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98802 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -13188713.000000 Penalty: 3758.228516
	Iteration 60F: 3 clusters Score -1.318871e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98827 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -13188724.000000 Penalty: 3758.228516
	Iteration 61Q: 3 clusters Score -1.318872e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98850 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -13188703.000000 Penalty: 3758.228516
	Iteration 62Q: 3 clusters Score -1.31887e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98868 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -13188706.000000 Penalty: 3758.228516
	Iteration 63Q: 3 clusters Score -1.318871e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98887 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -13188694.000000 Penalty: 3758.228516
	Iteration 64Q: 3 clusters Score -1.318869e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98910 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -13188685.000000 Penalty: 3758.228516
	Iteration 65Q: 3 clusters Score -1.318868e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98931 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -13188682.000000 Penalty: 3758.228516
	Iteration 66Q: 3 clusters Score -1.318868e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98956 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -13188686.000000 Penalty: 3758.228516
	Iteration 67Q: 3 clusters Score -1.318869e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98976 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -13188690.000000 Penalty: 3758.228516
	Iteration 68Q: 3 clusters Score -1.318869e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98997 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -13188683.000000 Penalty: 3758.228516
	Iteration 69Q: 3 clusters Score -1.318868e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99011 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -13188672.000000 Penalty: 3758.228516
	Iteration 70Q: 3 clusters Score -1.318867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99022 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -13188673.000000 Penalty: 3758.228516
	Iteration 71Q: 3 clusters Score -1.318867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99032 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -13188666.000000 Penalty: 3758.228516
	Iteration 72Q: 3 clusters Score -1.318867e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99044 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -13188674.000000 Penalty: 3758.228516
	Iteration 73Q: 3 clusters Score -1.318867e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99063 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -13188674.000000 Penalty: 3758.228516
	Iteration 74Q: 3 clusters Score -1.318867e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99081 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -13188658.000000 Penalty: 3758.228516
	Iteration 75Q: 3 clusters Score -1.318866e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99092 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -13188663.000000 Penalty: 3758.228516
	Iteration 76Q: 3 clusters Score -1.318866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99099 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -13188666.000000 Penalty: 3758.228516
	Iteration 77Q: 3 clusters Score -1.318867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99105 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -13188662.000000 Penalty: 3758.228516
	Iteration 78Q: 3 clusters Score -1.318866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99106 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -13188665.000000 Penalty: 3758.228516
	Iteration 79Q: 3 clusters Score -1.318866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99108 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -13188669.000000 Penalty: 3758.228516
	Iteration 80F: 3 clusters Score -1.318867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99112 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -13188660.000000 Penalty: 3758.228516
	Iteration 81Q: 3 clusters Score -1.318866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99114 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -13188662.000000 Penalty: 3758.228516
	Iteration 82Q: 3 clusters Score -1.318866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99118 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -13188663.000000 Penalty: 3758.228516
	Iteration 83Q: 3 clusters Score -1.318866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99121 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -13188670.000000 Penalty: 3758.228516
	Iteration 84Q: 3 clusters Score -1.318867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99125 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -13188667.000000 Penalty: 3758.228516
	Iteration 85Q: 3 clusters Score -1.318867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99126 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -13188669.000000 Penalty: 3758.228516
	Iteration 86Q: 3 clusters Score -1.318867e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99126 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -13188669.000000 Penalty: 3758.228516
	Iteration 87F: 3 clusters Score -1.318867e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 99126 members 
Mstep: Class 2 contains 11341 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 124098 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 74063 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 105415 members 
Mstep: Class 12 contains 99349 members 
Mstep: Class 13 contains 96771 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68094 members 
Mstep: Class 17 contains 25248 members 
Mstep: Class 18 contains 14310 members 
Mstep: Class 19 contains 3183 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8748 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17743 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34531 members 
Mstep: Class 31 contains 43910 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17862 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Mstep: Class 41 contains 6091 members 
Entering Unmasked Estep 
Score: -111786728.000000 Penalty: 91479.007812
Splitting cluster 1 changes total score from -111785432.000000 to -111786728.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 2 (11341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Entering Unmasked Estep 
Score: -1319241.875000 Penalty: 1517.129150
	Iteration 0F: 2 clusters Score -1319242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1311112.250000 Penalty: 3034.258301
	Iteration 0F: 3 clusters Score -1311112 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1314121.625000 Penalty: 3034.258301
	Iteration 1F: 3 clusters Score -1314122 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1314682.250000 Penalty: 3034.258301
	Iteration 2F: 3 clusters Score -1314682 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1315315.375000 Penalty: 3034.258301
	Iteration 3F: 3 clusters Score -1315315 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1316007.750000 Penalty: 3034.258301
	Iteration 4F: 3 clusters Score -1316008 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1316635.875000 Penalty: 3034.258301
	Iteration 5F: 3 clusters Score -1316636 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1317059.875000 Penalty: 3034.258301
	Iteration 6F: 3 clusters Score -1317060 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1317346.875000 Penalty: 3034.258301
	Iteration 7Q: 3 clusters Score -1317347 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1317569.500000 Penalty: 3034.258301
	Iteration 8Q: 3 clusters Score -1317570 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1317712.375000 Penalty: 3034.258301
	Iteration 9Q: 3 clusters Score -1317712 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1317802.000000 Penalty: 3034.258301
	Iteration 10Q: 3 clusters Score -1317802 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1317852.500000 Penalty: 3034.258301
	Iteration 11Q: 3 clusters Score -1317852 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1317880.375000 Penalty: 3034.258301
	Iteration 12Q: 3 clusters Score -1317880 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1317903.000000 Penalty: 3034.258301
	Iteration 13Q: 3 clusters Score -1317903 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1317915.375000 Penalty: 3034.258301
	Iteration 14Q: 3 clusters Score -1317915 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1317931 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1317945 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1317958 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1317964.000000 Penalty: 3034.258301
	Iteration 19Q: 3 clusters Score -1317964 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1317972.250000 Penalty: 3034.258301
	Iteration 20F: 3 clusters Score -1317972 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1317978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1317979.750000 Penalty: 3034.258301
	Iteration 22Q: 3 clusters Score -1317980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1317988 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1317995.875000 Penalty: 3034.258301
	Iteration 24Q: 3 clusters Score -1317996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1317998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1317998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1318002.125000 Penalty: 3034.258301
	Iteration 27Q: 3 clusters Score -1318002 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1318005.125000 Penalty: 3034.258301
	Iteration 28Q: 3 clusters Score -1318005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1318002.750000 Penalty: 3034.258301
	Iteration 29Q: 3 clusters Score -1318003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1318011.125000 Penalty: 3034.258301
	Iteration 30Q: 3 clusters Score -1318011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1318011.625000 Penalty: 3034.258301
	Iteration 31Q: 3 clusters Score -1318012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1318008.625000 Penalty: 3034.258301
	Iteration 32Q: 3 clusters Score -1318009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1318014.375000 Penalty: 3034.258301
	Iteration 33Q: 3 clusters Score -1318014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1318014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1318018.750000 Penalty: 3034.258301
	Iteration 35Q: 3 clusters Score -1318019 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1318022.000000 Penalty: 3034.258301
	Iteration 36Q: 3 clusters Score -1318022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1318019.750000 Penalty: 3034.258301
	Iteration 37Q: 3 clusters Score -1318020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1318026.500000 Penalty: 3034.258301
	Iteration 38Q: 3 clusters Score -1318026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1318029.250000 Penalty: 3034.258301
	Iteration 39Q: 3 clusters Score -1318029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1318033.500000 Penalty: 3034.258301
	Iteration 40F: 3 clusters Score -1318034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1318032.125000 Penalty: 3034.258301
	Iteration 41Q: 3 clusters Score -1318032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1318037.750000 Penalty: 3034.258301
	Iteration 42Q: 3 clusters Score -1318038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1318036.125000 Penalty: 3034.258301
	Iteration 43Q: 3 clusters Score -1318036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1318041.375000 Penalty: 3034.258301
	Iteration 44Q: 3 clusters Score -1318041 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1318046.375000 Penalty: 3034.258301
	Iteration 45Q: 3 clusters Score -1318046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1318050.375000 Penalty: 3034.258301
	Iteration 46Q: 3 clusters Score -1318050 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1318057.125000 Penalty: 3034.258301
	Iteration 47Q: 3 clusters Score -1318057 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1318061.125000 Penalty: 3034.258301
	Iteration 48Q: 3 clusters Score -1318061 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1318067.875000 Penalty: 3034.258301
	Iteration 49Q: 3 clusters Score -1318068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1318070.250000 Penalty: 3034.258301
	Iteration 50Q: 3 clusters Score -1318070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1318074.875000 Penalty: 3034.258301
	Iteration 51Q: 3 clusters Score -1318075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1318075.625000 Penalty: 3034.258301
	Iteration 52Q: 3 clusters Score -1318076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1318077.250000 Penalty: 3034.258301
	Iteration 53Q: 3 clusters Score -1318077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1318078.625000 Penalty: 3034.258301
	Iteration 54Q: 3 clusters Score -1318079 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1318083.000000 Penalty: 3034.258301
	Iteration 55Q: 3 clusters Score -1318083 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1318093.000000 Penalty: 3034.258301
	Iteration 56Q: 3 clusters Score -1318093 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1318106.125000 Penalty: 3034.258301
	Iteration 57Q: 3 clusters Score -1318106 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1318120.375000 Penalty: 3034.258301
	Iteration 58Q: 3 clusters Score -1318120 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1318128.500000 Penalty: 3034.258301
	Iteration 59Q: 3 clusters Score -1318128 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1318138.000000 Penalty: 3034.258301
	Iteration 60F: 3 clusters Score -1318138 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1318151.875000 Penalty: 3034.258301
	Iteration 61Q: 3 clusters Score -1318152 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1318166.000000 Penalty: 3034.258301
	Iteration 62Q: 3 clusters Score -1318166 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1318183.125000 Penalty: 3034.258301
	Iteration 63Q: 3 clusters Score -1318183 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1318199.375000 Penalty: 3034.258301
	Iteration 64Q: 3 clusters Score -1318199 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1318220.875000 Penalty: 3034.258301
	Iteration 65Q: 3 clusters Score -1318221 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1318252.625000 Penalty: 3034.258301
	Iteration 66Q: 3 clusters Score -1318253 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1318280 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1318305.875000 Penalty: 3034.258301
	Iteration 68Q: 3 clusters Score -1318306 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1318338.000000 Penalty: 3034.258301
	Iteration 69Q: 3 clusters Score -1318338 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1318371.500000 Penalty: 3034.258301
	Iteration 70Q: 3 clusters Score -1318372 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1318403.250000 Penalty: 3034.258301
	Iteration 71Q: 3 clusters Score -1318403 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1318426 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1318448.000000 Penalty: 3034.258301
	Iteration 73Q: 3 clusters Score -1318448 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1318465.625000 Penalty: 3034.258301
	Iteration 74Q: 3 clusters Score -1318466 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1318490 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1318513.125000 Penalty: 3034.258301
	Iteration 76Q: 3 clusters Score -1318513 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1318531.750000 Penalty: 3034.258301
	Iteration 77Q: 3 clusters Score -1318532 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1318549.500000 Penalty: 3034.258301
	Iteration 78Q: 3 clusters Score -1318550 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1318574.500000 Penalty: 3034.258301
	Iteration 79Q: 3 clusters Score -1318574 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1318585.625000 Penalty: 3034.258301
	Iteration 80F: 3 clusters Score -1318586 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1318614.125000 Penalty: 3034.258301
	Iteration 81Q: 3 clusters Score -1318614 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1318636.625000 Penalty: 3034.258301
	Iteration 82Q: 3 clusters Score -1318637 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1318648.375000 Penalty: 3034.258301
	Iteration 83Q: 3 clusters Score -1318648 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1318661.125000 Penalty: 3034.258301
	Iteration 84Q: 3 clusters Score -1318661 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1318670.000000 Penalty: 3034.258301
	Iteration 85Q: 3 clusters Score -1318670 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1318680.500000 Penalty: 3034.258301
	Iteration 86Q: 3 clusters Score -1318680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1318686.375000 Penalty: 3034.258301
	Iteration 87Q: 3 clusters Score -1318686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1318692.250000 Penalty: 3034.258301
	Iteration 88Q: 3 clusters Score -1318692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1318694.875000 Penalty: 3034.258301
	Iteration 89Q: 3 clusters Score -1318695 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1318702.750000 Penalty: 3034.258301
	Iteration 90Q: 3 clusters Score -1318703 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1318706.375000 Penalty: 3034.258301
	Iteration 91Q: 3 clusters Score -1318706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1318711.625000 Penalty: 3034.258301
	Iteration 92Q: 3 clusters Score -1318712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1318720.250000 Penalty: 3034.258301
	Iteration 93Q: 3 clusters Score -1318720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1318726.000000 Penalty: 3034.258301
	Iteration 94Q: 3 clusters Score -1318726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1318732.625000 Penalty: 3034.258301
	Iteration 95Q: 3 clusters Score -1318733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1318735.000000 Penalty: 3034.258301
	Iteration 96Q: 3 clusters Score -1318735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1318733.875000 Penalty: 3034.258301
	Iteration 97Q: 3 clusters Score -1318734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1318737.000000 Penalty: 3034.258301
	Iteration 98Q: 3 clusters Score -1318737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1318741.125000 Penalty: 3034.258301
	Iteration 99Q: 3 clusters Score -1318741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1318748.125000 Penalty: 3034.258301
	Iteration 100F: 3 clusters Score -1318748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1318746.875000 Penalty: 3034.258301
	Iteration 101Q: 3 clusters Score -1318747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1318753.375000 Penalty: 3034.258301
	Iteration 102Q: 3 clusters Score -1318753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1318755.625000 Penalty: 3034.258301
	Iteration 103Q: 3 clusters Score -1318756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1318758.625000 Penalty: 3034.258301
	Iteration 104Q: 3 clusters Score -1318759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1318763.250000 Penalty: 3034.258301
	Iteration 105Q: 3 clusters Score -1318763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1318764.500000 Penalty: 3034.258301
	Iteration 106Q: 3 clusters Score -1318764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1318767.500000 Penalty: 3034.258301
	Iteration 107Q: 3 clusters Score -1318768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1318765.000000 Penalty: 3034.258301
	Iteration 108Q: 3 clusters Score -1318765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1318767.000000 Penalty: 3034.258301
	Iteration 109Q: 3 clusters Score -1318767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1318767.375000 Penalty: 3034.258301
	Iteration 110Q: 3 clusters Score -1318767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1318768.625000 Penalty: 3034.258301
	Iteration 111Q: 3 clusters Score -1318769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1318768.250000 Penalty: 3034.258301
	Iteration 112Q: 3 clusters Score -1318768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1318765.875000 Penalty: 3034.258301
	Iteration 113Q: 3 clusters Score -1318766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1318766.375000 Penalty: 3034.258301
	Iteration 114Q: 3 clusters Score -1318766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1318767.625000 Penalty: 3034.258301
	Iteration 115Q: 3 clusters Score -1318768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1318768.625000 Penalty: 3034.258301
	Iteration 116Q: 3 clusters Score -1318769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1318767.500000 Penalty: 3034.258301
	Iteration 117Q: 3 clusters Score -1318768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1318767.500000 Penalty: 3034.258301
	Iteration 118F: 3 clusters Score -1318768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Entering Unmasked Estep 
Score: -837946.625000 Penalty: 1439.299927
	Iteration 0F: 2 clusters Score -837946.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -832698.250000 Penalty: 2878.599854
	Iteration 0F: 3 clusters Score -832698.2 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -834313.625000 Penalty: 2878.599854
	Iteration 1F: 3 clusters Score -834313.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -834513.125000 Penalty: 2878.599854
	Iteration 2F: 3 clusters Score -834513.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -834670.250000 Penalty: 2878.599854
	Iteration 3F: 3 clusters Score -834670.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -834801.625000 Penalty: 2878.599854
	Iteration 4Q: 3 clusters Score -834801.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -834926.312500 Penalty: 2878.599854
	Iteration 5Q: 3 clusters Score -834926.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -835017.937500 Penalty: 2878.599854
	Iteration 6Q: 3 clusters Score -835017.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -835097.875000 Penalty: 2878.599854
	Iteration 7Q: 3 clusters Score -835097.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -835163.125000 Penalty: 2878.599854
	Iteration 8Q: 3 clusters Score -835163.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -835231.312500 Penalty: 2878.599854
	Iteration 9Q: 3 clusters Score -835231.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -835290.250000 Penalty: 2878.599854
	Iteration 10Q: 3 clusters Score -835290.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -835361.937500 Penalty: 2878.599854
	Iteration 11Q: 3 clusters Score -835361.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -835433.812500 Penalty: 2878.599854
	Iteration 12Q: 3 clusters Score -835433.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -835501.125000 Penalty: 2878.599854
	Iteration 13Q: 3 clusters Score -835501.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -835565.687500 Penalty: 2878.599854
	Iteration 14Q: 3 clusters Score -835565.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -835636.000000 Penalty: 2878.599854
	Iteration 15Q: 3 clusters Score -835636 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -835707.250000 Penalty: 2878.599854
	Iteration 16Q: 3 clusters Score -835707.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -835764.312500 Penalty: 2878.599854
	Iteration 17Q: 3 clusters Score -835764.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -835816.750000 Penalty: 2878.599854
	Iteration 18Q: 3 clusters Score -835816.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -835872.625000 Penalty: 2878.599854
	Iteration 19Q: 3 clusters Score -835872.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -835933.750000 Penalty: 2878.599854
	Iteration 20F: 3 clusters Score -835933.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -835993.125000 Penalty: 2878.599854
	Iteration 21Q: 3 clusters Score -835993.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -836077.500000 Penalty: 2878.599854
	Iteration 22Q: 3 clusters Score -836077.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -836173.250000 Penalty: 2878.599854
	Iteration 23Q: 3 clusters Score -836173.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -836259.375000 Penalty: 2878.599854
	Iteration 24Q: 3 clusters Score -836259.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -836341.500000 Penalty: 2878.599854
	Iteration 25Q: 3 clusters Score -836341.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -836416.625000 Penalty: 2878.599854
	Iteration 26Q: 3 clusters Score -836416.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -836467.062500 Penalty: 2878.599854
	Iteration 27Q: 3 clusters Score -836467.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -836499.062500 Penalty: 2878.599854
	Iteration 28Q: 3 clusters Score -836499.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -836526.812500 Penalty: 2878.599854
	Iteration 29Q: 3 clusters Score -836526.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -836551.437500 Penalty: 2878.599854
	Iteration 30Q: 3 clusters Score -836551.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -836577.875000 Penalty: 2878.599854
	Iteration 31Q: 3 clusters Score -836577.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -836600.875000 Penalty: 2878.599854
	Iteration 32Q: 3 clusters Score -836600.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -836623.062500 Penalty: 2878.599854
	Iteration 33Q: 3 clusters Score -836623.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -836646.875000 Penalty: 2878.599854
	Iteration 34Q: 3 clusters Score -836646.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -836662.937500 Penalty: 2878.599854
	Iteration 35Q: 3 clusters Score -836662.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -836678.125000 Penalty: 2878.599854
	Iteration 36Q: 3 clusters Score -836678.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -836695.750000 Penalty: 2878.599854
	Iteration 37Q: 3 clusters Score -836695.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -836711.750000 Penalty: 2878.599854
	Iteration 38Q: 3 clusters Score -836711.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -836720.500000 Penalty: 2878.599854
	Iteration 39Q: 3 clusters Score -836720.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -836732.125000 Penalty: 2878.599854
	Iteration 40F: 3 clusters Score -836732.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -836744.250000 Penalty: 2878.599854
	Iteration 41Q: 3 clusters Score -836744.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -836758.750000 Penalty: 2878.599854
	Iteration 42Q: 3 clusters Score -836758.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -836771.437500 Penalty: 2878.599854
	Iteration 43Q: 3 clusters Score -836771.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -836777.000000 Penalty: 2878.599854
	Iteration 44Q: 3 clusters Score -836777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -836784.125000 Penalty: 2878.599854
	Iteration 45Q: 3 clusters Score -836784.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -836790.750000 Penalty: 2878.599854
	Iteration 46Q: 3 clusters Score -836790.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -836797.937500 Penalty: 2878.599854
	Iteration 47Q: 3 clusters Score -836797.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -836811.625000 Penalty: 2878.599854
	Iteration 48Q: 3 clusters Score -836811.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -836827.250000 Penalty: 2878.599854
	Iteration 49Q: 3 clusters Score -836827.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -836842.312500 Penalty: 2878.599854
	Iteration 50Q: 3 clusters Score -836842.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -836866.000000 Penalty: 2878.599854
	Iteration 51Q: 3 clusters Score -836866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -836894.312500 Penalty: 2878.599854
	Iteration 52Q: 3 clusters Score -836894.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -836912.187500 Penalty: 2878.599854
	Iteration 53Q: 3 clusters Score -836912.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -836924.437500 Penalty: 2878.599854
	Iteration 54Q: 3 clusters Score -836924.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -836937.375000 Penalty: 2878.599854
	Iteration 55Q: 3 clusters Score -836937.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -836950.125000 Penalty: 2878.599854
	Iteration 56Q: 3 clusters Score -836950.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -836962.812500 Penalty: 2878.599854
	Iteration 57Q: 3 clusters Score -836962.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -836979.875000 Penalty: 2878.599854
	Iteration 58Q: 3 clusters Score -836979.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -836991.000000 Penalty: 2878.599854
	Iteration 59Q: 3 clusters Score -836991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -836995.375000 Penalty: 2878.599854
	Iteration 60F: 3 clusters Score -836995.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -836994.125000 Penalty: 2878.599854
	Iteration 61Q: 3 clusters Score -836994.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -836995.500000 Penalty: 2878.599854
	Iteration 62Q: 3 clusters Score -836995.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -836996.937500 Penalty: 2878.599854
	Iteration 63Q: 3 clusters Score -836996.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -836996.625000 Penalty: 2878.599854
	Iteration 64Q: 3 clusters Score -836996.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -836996.625000 Penalty: 2878.599854
	Iteration 65F: 3 clusters Score -836996.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (124098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124098 members 
Entering Unmasked Estep 
Score: -15503343.000000 Penalty: 1905.934326
	Iteration 0F: 2 clusters Score -1.550334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61939 members 
Mstep: Class 2 contains 62159 members 
Entering Unmasked Estep 
Score: -15427714.000000 Penalty: 3811.868652
	Iteration 0F: 3 clusters Score -1.542771e+07 nChanged 59549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60146 members 
Mstep: Class 2 contains 63952 members 
Entering Unmasked Estep 
Score: -15462415.000000 Penalty: 3811.868652
	Iteration 1F: 3 clusters Score -1.546242e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59095 members 
Mstep: Class 2 contains 65003 members 
Entering Unmasked Estep 
Score: -15463247.000000 Penalty: 3811.868652
	Iteration 2Q: 3 clusters Score -1.546325e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57596 members 
Mstep: Class 2 contains 66502 members 
Entering Unmasked Estep 
Score: -15464171.000000 Penalty: 3811.868652
	Iteration 3Q: 3 clusters Score -1.546417e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55327 members 
Mstep: Class 2 contains 68771 members 
Entering Unmasked Estep 
Score: -15465383.000000 Penalty: 3811.868652
	Iteration 4Q: 3 clusters Score -1.546538e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52051 members 
Mstep: Class 2 contains 72047 members 
Entering Unmasked Estep 
Score: -15467419.000000 Penalty: 3811.868652
	Iteration 5Q: 3 clusters Score -1.546742e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 76771 members 
Entering Unmasked Estep 
Score: -15470823.000000 Penalty: 3811.868652
	Iteration 6Q: 3 clusters Score -1.547082e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 82936 members 
Entering Unmasked Estep 
Score: -15476011.000000 Penalty: 3811.868652
	Iteration 7F: 3 clusters Score -1.547601e+07 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 89803 members 
Entering Unmasked Estep 
Score: -15482591.000000 Penalty: 3811.868652
	Iteration 8F: 3 clusters Score -1.548259e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 96085 members 
Entering Unmasked Estep 
Score: -15489129.000000 Penalty: 3811.868652
	Iteration 9F: 3 clusters Score -1.548913e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 101209 members 
Entering Unmasked Estep 
Score: -15493487.000000 Penalty: 3811.868652
	Iteration 10Q: 3 clusters Score -1.549349e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 105303 members 
Entering Unmasked Estep 
Score: -15496042.000000 Penalty: 3811.868652
	Iteration 11Q: 3 clusters Score -1.549604e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 108506 members 
Entering Unmasked Estep 
Score: -15497369.000000 Penalty: 3811.868652
	Iteration 12Q: 3 clusters Score -1.549737e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 111170 members 
Entering Unmasked Estep 
Score: -15498237.000000 Penalty: 3811.868652
	Iteration 13Q: 3 clusters Score -1.549824e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 113560 members 
Entering Unmasked Estep 
Score: -15498987.000000 Penalty: 3811.868652
	Iteration 14Q: 3 clusters Score -1.549899e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 115672 members 
Entering Unmasked Estep 
Score: -15499472.000000 Penalty: 3811.868652
	Iteration 15Q: 3 clusters Score -1.549947e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 117461 members 
Entering Unmasked Estep 
Score: -15500009.000000 Penalty: 3811.868652
	Iteration 16Q: 3 clusters Score -1.550001e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 118947 members 
Entering Unmasked Estep 
Score: -15500410.000000 Penalty: 3811.868652
	Iteration 17Q: 3 clusters Score -1.550041e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 120102 members 
Entering Unmasked Estep 
Score: -15500704.000000 Penalty: 3811.868652
	Iteration 18Q: 3 clusters Score -1.55007e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 120961 members 
Entering Unmasked Estep 
Score: -15500915.000000 Penalty: 3811.868652
	Iteration 19Q: 3 clusters Score -1.550092e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 121541 members 
Entering Unmasked Estep 
Score: -15501091.000000 Penalty: 3811.868652
	Iteration 20F: 3 clusters Score -1.550109e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 121967 members 
Entering Unmasked Estep 
Score: -15501182.000000 Penalty: 3811.868652
	Iteration 21Q: 3 clusters Score -1.550118e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 122265 members 
Entering Unmasked Estep 
Score: -15501266.000000 Penalty: 3811.868652
	Iteration 22Q: 3 clusters Score -1.550127e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 122478 members 
Entering Unmasked Estep 
Score: -15501320.000000 Penalty: 3811.868652
	Iteration 23Q: 3 clusters Score -1.550132e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 122629 members 
Entering Unmasked Estep 
Score: -15501384.000000 Penalty: 3811.868652
	Iteration 24Q: 3 clusters Score -1.550138e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 122746 members 
Entering Unmasked Estep 
Score: -15501429.000000 Penalty: 3811.868652
	Iteration 25Q: 3 clusters Score -1.550143e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 122851 members 
Entering Unmasked Estep 
Score: -15501464.000000 Penalty: 3811.868652
	Iteration 26Q: 3 clusters Score -1.550146e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 122929 members 
Entering Unmasked Estep 
Score: -15501528.000000 Penalty: 3811.868652
	Iteration 27Q: 3 clusters Score -1.550153e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 122997 members 
Entering Unmasked Estep 
Score: -15501558.000000 Penalty: 3811.868652
	Iteration 28Q: 3 clusters Score -1.550156e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 123046 members 
Entering Unmasked Estep 
Score: -15501583.000000 Penalty: 3811.868652
	Iteration 29Q: 3 clusters Score -1.550158e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 123083 members 
Entering Unmasked Estep 
Score: -15501592.000000 Penalty: 3811.868652
	Iteration 30Q: 3 clusters Score -1.550159e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 123111 members 
Entering Unmasked Estep 
Score: -15501609.000000 Penalty: 3811.868652
	Iteration 31Q: 3 clusters Score -1.550161e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 123133 members 
Entering Unmasked Estep 
Score: -15501626.000000 Penalty: 3811.868652
	Iteration 32Q: 3 clusters Score -1.550163e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 123153 members 
Entering Unmasked Estep 
Score: -15501642.000000 Penalty: 3811.868652
	Iteration 33Q: 3 clusters Score -1.550164e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 123170 members 
Entering Unmasked Estep 
Score: -15501656.000000 Penalty: 3811.868652
	Iteration 34Q: 3 clusters Score -1.550166e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 123193 members 
Entering Unmasked Estep 
Score: -15501681.000000 Penalty: 3811.868652
	Iteration 35Q: 3 clusters Score -1.550168e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 123204 members 
Entering Unmasked Estep 
Score: -15501695.000000 Penalty: 3811.868652
	Iteration 36Q: 3 clusters Score -1.55017e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 123223 members 
Entering Unmasked Estep 
Score: -15501697.000000 Penalty: 3811.868652
	Iteration 37Q: 3 clusters Score -1.55017e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 123235 members 
Entering Unmasked Estep 
Score: -15501716.000000 Penalty: 3811.868652
	Iteration 38Q: 3 clusters Score -1.550172e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 123248 members 
Entering Unmasked Estep 
Score: -15501703.000000 Penalty: 3811.868652
	Iteration 39Q: 3 clusters Score -1.55017e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 123267 members 
Entering Unmasked Estep 
Score: -15501713.000000 Penalty: 3811.868652
	Iteration 40F: 3 clusters Score -1.550171e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 123283 members 
Entering Unmasked Estep 
Score: -15501738.000000 Penalty: 3811.868652
	Iteration 41Q: 3 clusters Score -1.550174e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 123290 members 
Entering Unmasked Estep 
Score: -15501740.000000 Penalty: 3811.868652
	Iteration 42Q: 3 clusters Score -1.550174e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 123296 members 
Entering Unmasked Estep 
Score: -15501733.000000 Penalty: 3811.868652
	Iteration 43Q: 3 clusters Score -1.550173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 123301 members 
Entering Unmasked Estep 
Score: -15501723.000000 Penalty: 3811.868652
	Iteration 44Q: 3 clusters Score -1.550172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 123305 members 
Entering Unmasked Estep 
Score: -15501727.000000 Penalty: 3811.868652
	Iteration 45Q: 3 clusters Score -1.550173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 123313 members 
Entering Unmasked Estep 
Score: -15501729.000000 Penalty: 3811.868652
	Iteration 46Q: 3 clusters Score -1.550173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 123321 members 
Entering Unmasked Estep 
Score: -15501729.000000 Penalty: 3811.868652
	Iteration 47Q: 3 clusters Score -1.550173e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 123329 members 
Entering Unmasked Estep 
Score: -15501742.000000 Penalty: 3811.868652
	Iteration 48Q: 3 clusters Score -1.550174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 123329 members 
Entering Unmasked Estep 
Score: -15501738.000000 Penalty: 3811.868652
	Iteration 49Q: 3 clusters Score -1.550174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 123335 members 
Entering Unmasked Estep 
Score: -15501736.000000 Penalty: 3811.868652
	Iteration 50Q: 3 clusters Score -1.550174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 123336 members 
Entering Unmasked Estep 
Score: -15501735.000000 Penalty: 3811.868652
	Iteration 51Q: 3 clusters Score -1.550174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 123336 members 
Entering Unmasked Estep 
Score: -15501735.000000 Penalty: 3811.868652
	Iteration 52F: 3 clusters Score -1.550174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Entering Unmasked Estep 
Score: -118453.218750 Penalty: 1139.907349
	Iteration 0F: 2 clusters Score -118453.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -116934.929688 Penalty: 2279.814697
	Iteration 0F: 3 clusters Score -116934.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -117335.023438 Penalty: 2279.814697
	Iteration 1F: 3 clusters Score -117335 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -117524.148438 Penalty: 2279.814697
	Iteration 2F: 3 clusters Score -117524.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -117669.632812 Penalty: 2279.814697
	Iteration 3F: 3 clusters Score -117669.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -117736.921875 Penalty: 2279.814697
	Iteration 4F: 3 clusters Score -117736.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -117783.562500 Penalty: 2279.814697
	Iteration 5Q: 3 clusters Score -117783.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -117821.773438 Penalty: 2279.814697
	Iteration 6Q: 3 clusters Score -117821.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -117847.343750 Penalty: 2279.814697
	Iteration 7Q: 3 clusters Score -117847.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -117864.671875 Penalty: 2279.814697
	Iteration 8Q: 3 clusters Score -117864.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -117872.359375 Penalty: 2279.814697
	Iteration 9Q: 3 clusters Score -117872.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -117882.296875 Penalty: 2279.814697
	Iteration 10Q: 3 clusters Score -117882.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -117887.734375 Penalty: 2279.814697
	Iteration 11Q: 3 clusters Score -117887.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -117893.054688 Penalty: 2279.814697
	Iteration 12Q: 3 clusters Score -117893.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -117903.921875 Penalty: 2279.814697
	Iteration 13Q: 3 clusters Score -117903.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -117911.109375 Penalty: 2279.814697
	Iteration 14Q: 3 clusters Score -117911.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -117918.429688 Penalty: 2279.814697
	Iteration 15Q: 3 clusters Score -117918.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -117925.335938 Penalty: 2279.814697
	Iteration 16Q: 3 clusters Score -117925.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -117929.117188 Penalty: 2279.814697
	Iteration 17Q: 3 clusters Score -117929.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -117934.773438 Penalty: 2279.814697
	Iteration 18Q: 3 clusters Score -117934.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -117953.882812 Penalty: 2279.814697
	Iteration 19Q: 3 clusters Score -117953.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -117973.570312 Penalty: 2279.814697
	Iteration 20F: 3 clusters Score -117973.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -118003.546875 Penalty: 2279.814697
	Iteration 21Q: 3 clusters Score -118003.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -118018.335938 Penalty: 2279.814697
	Iteration 22Q: 3 clusters Score -118018.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -118023.796875 Penalty: 2279.814697
	Iteration 23Q: 3 clusters Score -118023.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -118024.601562 Penalty: 2279.814697
	Iteration 24Q: 3 clusters Score -118024.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -118026.500000 Penalty: 2279.814697
	Iteration 25Q: 3 clusters Score -118026.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -118030.515625 Penalty: 2279.814697
	Iteration 26Q: 3 clusters Score -118030.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -118040.390625 Penalty: 2279.814697
	Iteration 27Q: 3 clusters Score -118040.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -118041.062500 Penalty: 2279.814697
	Iteration 28Q: 3 clusters Score -118041.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -118041.437500 Penalty: 2279.814697
	Iteration 29Q: 3 clusters Score -118041.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -118041.437500 Penalty: 2279.814697
	Iteration 30F: 3 clusters Score -118041.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Entering Unmasked Estep 
Score: -167532.250000 Penalty: 1189.262695
	Iteration 0F: 2 clusters Score -167532.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -165776.546875 Penalty: 2378.525391
	Iteration 0F: 3 clusters Score -165776.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -166294.250000 Penalty: 2378.525391
	Iteration 1F: 3 clusters Score -166294.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -166547.328125 Penalty: 2378.525391
	Iteration 2F: 3 clusters Score -166547.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -166740.218750 Penalty: 2378.525391
	Iteration 3F: 3 clusters Score -166740.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -166859.812500 Penalty: 2378.525391
	Iteration 4F: 3 clusters Score -166859.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -166949.328125 Penalty: 2378.525391
	Iteration 5Q: 3 clusters Score -166949.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -167029.625000 Penalty: 2378.525391
	Iteration 6Q: 3 clusters Score -167029.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -167087.156250 Penalty: 2378.525391
	Iteration 7Q: 3 clusters Score -167087.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -167143.843750 Penalty: 2378.525391
	Iteration 8Q: 3 clusters Score -167143.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -167189.671875 Penalty: 2378.525391
	Iteration 9Q: 3 clusters Score -167189.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -167224.500000 Penalty: 2378.525391
	Iteration 10Q: 3 clusters Score -167224.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -167259.593750 Penalty: 2378.525391
	Iteration 11Q: 3 clusters Score -167259.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -167295.484375 Penalty: 2378.525391
	Iteration 12Q: 3 clusters Score -167295.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -167330.250000 Penalty: 2378.525391
	Iteration 13Q: 3 clusters Score -167330.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -167353.515625 Penalty: 2378.525391
	Iteration 14Q: 3 clusters Score -167353.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -167366.500000 Penalty: 2378.525391
	Iteration 15Q: 3 clusters Score -167366.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -167390.156250 Penalty: 2378.525391
	Iteration 16Q: 3 clusters Score -167390.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -167399.890625 Penalty: 2378.525391
	Iteration 17Q: 3 clusters Score -167399.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -167404.828125 Penalty: 2378.525391
	Iteration 18Q: 3 clusters Score -167404.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -167406.375000 Penalty: 2378.525391
	Iteration 19Q: 3 clusters Score -167406.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -167408.140625 Penalty: 2378.525391
	Iteration 20F: 3 clusters Score -167408.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -167411.125000 Penalty: 2378.525391
	Iteration 21Q: 3 clusters Score -167411.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -167411.750000 Penalty: 2378.525391
	Iteration 22Q: 3 clusters Score -167411.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -167411.984375 Penalty: 2378.525391
	Iteration 23Q: 3 clusters Score -167412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -167411.984375 Penalty: 2378.525391
	Iteration 24F: 3 clusters Score -167412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Entering Unmasked Estep 
Score: -621721.187500 Penalty: 1389.853760
	Iteration 0F: 2 clusters Score -621721.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -617579.937500 Penalty: 2779.707520
	Iteration 0F: 3 clusters Score -617579.9 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -618842.312500 Penalty: 2779.707520
	Iteration 1F: 3 clusters Score -618842.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -619037.125000 Penalty: 2779.707520
	Iteration 2F: 3 clusters Score -619037.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -619149.875000 Penalty: 2779.707520
	Iteration 3F: 3 clusters Score -619149.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -619239.437500 Penalty: 2779.707520
	Iteration 4Q: 3 clusters Score -619239.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -619305.312500 Penalty: 2779.707520
	Iteration 5Q: 3 clusters Score -619305.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -619370.687500 Penalty: 2779.707520
	Iteration 6Q: 3 clusters Score -619370.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -619427.812500 Penalty: 2779.707520
	Iteration 7Q: 3 clusters Score -619427.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -619472.437500 Penalty: 2779.707520
	Iteration 8Q: 3 clusters Score -619472.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -619530.250000 Penalty: 2779.707520
	Iteration 9Q: 3 clusters Score -619530.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -619600.437500 Penalty: 2779.707520
	Iteration 10Q: 3 clusters Score -619600.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -619672.625000 Penalty: 2779.707520
	Iteration 11Q: 3 clusters Score -619672.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -619751.500000 Penalty: 2779.707520
	Iteration 12Q: 3 clusters Score -619751.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -619837.937500 Penalty: 2779.707520
	Iteration 13Q: 3 clusters Score -619837.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -619939.250000 Penalty: 2779.707520
	Iteration 14Q: 3 clusters Score -619939.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -620080.000000 Penalty: 2779.707520
	Iteration 15Q: 3 clusters Score -620080 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -620249.187500 Penalty: 2779.707520
	Iteration 16Q: 3 clusters Score -620249.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -620421.812500 Penalty: 2779.707520
	Iteration 17Q: 3 clusters Score -620421.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -620553.500000 Penalty: 2779.707520
	Iteration 18Q: 3 clusters Score -620553.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -620704.687500 Penalty: 2779.707520
	Iteration 19Q: 3 clusters Score -620704.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -620810.562500 Penalty: 2779.707520
	Iteration 20F: 3 clusters Score -620810.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -620887.187500 Penalty: 2779.707520
	Iteration 21Q: 3 clusters Score -620887.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -620971.187500 Penalty: 2779.707520
	Iteration 22Q: 3 clusters Score -620971.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -621054.937500 Penalty: 2779.707520
	Iteration 23Q: 3 clusters Score -621054.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -621112.875000 Penalty: 2779.707520
	Iteration 24Q: 3 clusters Score -621112.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -621143.437500 Penalty: 2779.707520
	Iteration 25Q: 3 clusters Score -621143.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -621162.937500 Penalty: 2779.707520
	Iteration 26Q: 3 clusters Score -621162.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -621183.125000 Penalty: 2779.707520
	Iteration 27Q: 3 clusters Score -621183.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -621203.000000 Penalty: 2779.707520
	Iteration 28Q: 3 clusters Score -621203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -621216.500000 Penalty: 2779.707520
	Iteration 29Q: 3 clusters Score -621216.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -621222.375000 Penalty: 2779.707520
	Iteration 30Q: 3 clusters Score -621222.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -621229.750000 Penalty: 2779.707520
	Iteration 31Q: 3 clusters Score -621229.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -621247.625000 Penalty: 2779.707520
	Iteration 32Q: 3 clusters Score -621247.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -621254.687500 Penalty: 2779.707520
	Iteration 33Q: 3 clusters Score -621254.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -621262.125000 Penalty: 2779.707520
	Iteration 34Q: 3 clusters Score -621262.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -621271.125000 Penalty: 2779.707520
	Iteration 35Q: 3 clusters Score -621271.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -621275.437500 Penalty: 2779.707520
	Iteration 36Q: 3 clusters Score -621275.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -621281.000000 Penalty: 2779.707520
	Iteration 37Q: 3 clusters Score -621281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -621283.187500 Penalty: 2779.707520
	Iteration 38Q: 3 clusters Score -621283.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -621283.187500 Penalty: 2779.707520
	Iteration 39F: 3 clusters Score -621283.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Entering Unmasked Estep 
Score: -1205254.125000 Penalty: 1492.115479
	Iteration 0F: 2 clusters Score -1205254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1198323.250000 Penalty: 2984.230957
	Iteration 0F: 3 clusters Score -1198323 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1200607.750000 Penalty: 2984.230957
	Iteration 1F: 3 clusters Score -1200608 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1200896.375000 Penalty: 2984.230957
	Iteration 2F: 3 clusters Score -1200896 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1201132.625000 Penalty: 2984.230957
	Iteration 3F: 3 clusters Score -1201133 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1201348.375000 Penalty: 2984.230957
	Iteration 4Q: 3 clusters Score -1201348 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1201541.625000 Penalty: 2984.230957
	Iteration 5Q: 3 clusters Score -1201542 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1201736.750000 Penalty: 2984.230957
	Iteration 6Q: 3 clusters Score -1201737 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1201923.125000 Penalty: 2984.230957
	Iteration 7Q: 3 clusters Score -1201923 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1202068.875000 Penalty: 2984.230957
	Iteration 8Q: 3 clusters Score -1202069 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1202216.875000 Penalty: 2984.230957
	Iteration 9Q: 3 clusters Score -1202217 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1202391.500000 Penalty: 2984.230957
	Iteration 10Q: 3 clusters Score -1202392 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1202548.125000 Penalty: 2984.230957
	Iteration 11Q: 3 clusters Score -1202548 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1202691.875000 Penalty: 2984.230957
	Iteration 12Q: 3 clusters Score -1202692 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1202790.875000 Penalty: 2984.230957
	Iteration 13Q: 3 clusters Score -1202791 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1202884.500000 Penalty: 2984.230957
	Iteration 14Q: 3 clusters Score -1202884 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1202973.500000 Penalty: 2984.230957
	Iteration 15Q: 3 clusters Score -1202974 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1203052.250000 Penalty: 2984.230957
	Iteration 16Q: 3 clusters Score -1203052 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1203117.500000 Penalty: 2984.230957
	Iteration 17Q: 3 clusters Score -1203118 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1203165.750000 Penalty: 2984.230957
	Iteration 18Q: 3 clusters Score -1203166 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1203190.250000 Penalty: 2984.230957
	Iteration 19Q: 3 clusters Score -1203190 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1203212.125000 Penalty: 2984.230957
	Iteration 20F: 3 clusters Score -1203212 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1203229.250000 Penalty: 2984.230957
	Iteration 21Q: 3 clusters Score -1203229 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1203246.875000 Penalty: 2984.230957
	Iteration 22Q: 3 clusters Score -1203247 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1203273.375000 Penalty: 2984.230957
	Iteration 23Q: 3 clusters Score -1203273 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1203299.625000 Penalty: 2984.230957
	Iteration 24Q: 3 clusters Score -1203300 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1203326.250000 Penalty: 2984.230957
	Iteration 25Q: 3 clusters Score -1203326 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1203354.750000 Penalty: 2984.230957
	Iteration 26Q: 3 clusters Score -1203355 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1203377.750000 Penalty: 2984.230957
	Iteration 27Q: 3 clusters Score -1203378 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1203398.375000 Penalty: 2984.230957
	Iteration 28Q: 3 clusters Score -1203398 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1203414.000000 Penalty: 2984.230957
	Iteration 29Q: 3 clusters Score -1203414 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1203432.875000 Penalty: 2984.230957
	Iteration 30Q: 3 clusters Score -1203433 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1203444.000000 Penalty: 2984.230957
	Iteration 31Q: 3 clusters Score -1203444 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1203455.375000 Penalty: 2984.230957
	Iteration 32Q: 3 clusters Score -1203455 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1203468.500000 Penalty: 2984.230957
	Iteration 33Q: 3 clusters Score -1203468 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1203480.375000 Penalty: 2984.230957
	Iteration 34Q: 3 clusters Score -1203480 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1203491.000000 Penalty: 2984.230957
	Iteration 35Q: 3 clusters Score -1203491 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1203505.250000 Penalty: 2984.230957
	Iteration 36Q: 3 clusters Score -1203505 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1203513.500000 Penalty: 2984.230957
	Iteration 37Q: 3 clusters Score -1203514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1203527.000000 Penalty: 2984.230957
	Iteration 38Q: 3 clusters Score -1203527 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1203548.125000 Penalty: 2984.230957
	Iteration 39Q: 3 clusters Score -1203548 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1203556.375000 Penalty: 2984.230957
	Iteration 40F: 3 clusters Score -1203556 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1203564.500000 Penalty: 2984.230957
	Iteration 41Q: 3 clusters Score -1203564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1203576.250000 Penalty: 2984.230957
	Iteration 42Q: 3 clusters Score -1203576 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1203582.750000 Penalty: 2984.230957
	Iteration 43Q: 3 clusters Score -1203583 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1203587.250000 Penalty: 2984.230957
	Iteration 44Q: 3 clusters Score -1203587 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1203595.750000 Penalty: 2984.230957
	Iteration 45Q: 3 clusters Score -1203596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1203608.125000 Penalty: 2984.230957
	Iteration 46Q: 3 clusters Score -1203608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1203615.250000 Penalty: 2984.230957
	Iteration 47Q: 3 clusters Score -1203615 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1203623.750000 Penalty: 2984.230957
	Iteration 48Q: 3 clusters Score -1203624 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1203639.000000 Penalty: 2984.230957
	Iteration 49Q: 3 clusters Score -1203639 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1203663.625000 Penalty: 2984.230957
	Iteration 50Q: 3 clusters Score -1203664 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1203679.750000 Penalty: 2984.230957
	Iteration 51Q: 3 clusters Score -1203680 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1203704.750000 Penalty: 2984.230957
	Iteration 52Q: 3 clusters Score -1203705 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1203724.000000 Penalty: 2984.230957
	Iteration 53Q: 3 clusters Score -1203724 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1203735.750000 Penalty: 2984.230957
	Iteration 54Q: 3 clusters Score -1203736 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1203746.125000 Penalty: 2984.230957
	Iteration 55Q: 3 clusters Score -1203746 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1203759.750000 Penalty: 2984.230957
	Iteration 56Q: 3 clusters Score -1203760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1203772.750000 Penalty: 2984.230957
	Iteration 57Q: 3 clusters Score -1203773 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1203784.875000 Penalty: 2984.230957
	Iteration 58Q: 3 clusters Score -1203785 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1203794.125000 Penalty: 2984.230957
	Iteration 59Q: 3 clusters Score -1203794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1203805.875000 Penalty: 2984.230957
	Iteration 60F: 3 clusters Score -1203806 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1203824.125000 Penalty: 2984.230957
	Iteration 61Q: 3 clusters Score -1203824 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1203839.875000 Penalty: 2984.230957
	Iteration 62Q: 3 clusters Score -1203840 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1203858.125000 Penalty: 2984.230957
	Iteration 63Q: 3 clusters Score -1203858 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1203874.250000 Penalty: 2984.230957
	Iteration 64Q: 3 clusters Score -1203874 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1203887.750000 Penalty: 2984.230957
	Iteration 65Q: 3 clusters Score -1203888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1203899.625000 Penalty: 2984.230957
	Iteration 66Q: 3 clusters Score -1203900 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1203908.750000 Penalty: 2984.230957
	Iteration 67Q: 3 clusters Score -1203909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1203913.125000 Penalty: 2984.230957
	Iteration 68Q: 3 clusters Score -1203913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1203921.875000 Penalty: 2984.230957
	Iteration 69Q: 3 clusters Score -1203922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1203927.250000 Penalty: 2984.230957
	Iteration 70Q: 3 clusters Score -1203927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1203939.375000 Penalty: 2984.230957
	Iteration 71Q: 3 clusters Score -1203939 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1203949.375000 Penalty: 2984.230957
	Iteration 72Q: 3 clusters Score -1203949 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1203967.625000 Penalty: 2984.230957
	Iteration 73Q: 3 clusters Score -1203968 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1203980.750000 Penalty: 2984.230957
	Iteration 74Q: 3 clusters Score -1203981 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1203994.125000 Penalty: 2984.230957
	Iteration 75Q: 3 clusters Score -1203994 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1204004.125000 Penalty: 2984.230957
	Iteration 76Q: 3 clusters Score -1204004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1204011.875000 Penalty: 2984.230957
	Iteration 77Q: 3 clusters Score -1204012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1204016.250000 Penalty: 2984.230957
	Iteration 78Q: 3 clusters Score -1204016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1204015.750000 Penalty: 2984.230957
	Iteration 79Q: 3 clusters Score -1204016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1204020.000000 Penalty: 2984.230957
	Iteration 80F: 3 clusters Score -1204020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1204026.000000 Penalty: 2984.230957
	Iteration 81Q: 3 clusters Score -1204026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1204027.500000 Penalty: 2984.230957
	Iteration 82Q: 3 clusters Score -1204028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1204033.125000 Penalty: 2984.230957
	Iteration 83Q: 3 clusters Score -1204033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1204038.000000 Penalty: 2984.230957
	Iteration 84Q: 3 clusters Score -1204038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1204045.625000 Penalty: 2984.230957
	Iteration 85Q: 3 clusters Score -1204046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1204051.000000 Penalty: 2984.230957
	Iteration 86Q: 3 clusters Score -1204051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1204055.875000 Penalty: 2984.230957
	Iteration 87Q: 3 clusters Score -1204056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1204062.375000 Penalty: 2984.230957
	Iteration 88Q: 3 clusters Score -1204062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1204063.250000 Penalty: 2984.230957
	Iteration 89Q: 3 clusters Score -1204063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1204064.000000 Penalty: 2984.230957
	Iteration 90Q: 3 clusters Score -1204064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1204067.125000 Penalty: 2984.230957
	Iteration 91Q: 3 clusters Score -1204067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1204065.500000 Penalty: 2984.230957
	Iteration 92Q: 3 clusters Score -1204066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1204066.500000 Penalty: 2984.230957
	Iteration 93Q: 3 clusters Score -1204066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1204066.500000 Penalty: 2984.230957
	Iteration 94F: 3 clusters Score -1204066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (74063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74063 members 
Entering Unmasked Estep 
Score: -9307526.000000 Penalty: 1822.059082
	Iteration 0F: 2 clusters Score -9307526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -9258102.000000 Penalty: 3644.118164
	Iteration 0F: 3 clusters Score -9258102 nChanged 35154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -9278753.000000 Penalty: 3644.118164
	Iteration 1F: 3 clusters Score -9278753 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -9279956.000000 Penalty: 3644.118164
	Iteration 2Q: 3 clusters Score -9279956 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -9281891.000000 Penalty: 3644.118164
	Iteration 3F: 3 clusters Score -9281891 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 49478 members 
Entering Unmasked Estep 
Score: -9285276.000000 Penalty: 3644.118164
	Iteration 4F: 3 clusters Score -9285276 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 54696 members 
Entering Unmasked Estep 
Score: -9290106.000000 Penalty: 3644.118164
	Iteration 5F: 3 clusters Score -9290106 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 60155 members 
Entering Unmasked Estep 
Score: -9295447.000000 Penalty: 3644.118164
	Iteration 6F: 3 clusters Score -9295447 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 64381 members 
Entering Unmasked Estep 
Score: -9299644.000000 Penalty: 3644.118164
	Iteration 7F: 3 clusters Score -9299644 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 67153 members 
Entering Unmasked Estep 
Score: -9302181.000000 Penalty: 3644.118164
	Iteration 8Q: 3 clusters Score -9302181 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 68780 members 
Entering Unmasked Estep 
Score: -9303736.000000 Penalty: 3644.118164
	Iteration 9Q: 3 clusters Score -9303736 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 69751 members 
Entering Unmasked Estep 
Score: -9304571.000000 Penalty: 3644.118164
	Iteration 10Q: 3 clusters Score -9304571 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 70389 members 
Entering Unmasked Estep 
Score: -9305100.000000 Penalty: 3644.118164
	Iteration 11Q: 3 clusters Score -9305100 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 70859 members 
Entering Unmasked Estep 
Score: -9305420.000000 Penalty: 3644.118164
	Iteration 12Q: 3 clusters Score -9305420 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 71187 members 
Entering Unmasked Estep 
Score: -9305664.000000 Penalty: 3644.118164
	Iteration 13Q: 3 clusters Score -9305664 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 71449 members 
Entering Unmasked Estep 
Score: -9305827.000000 Penalty: 3644.118164
	Iteration 14Q: 3 clusters Score -9305827 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 71668 members 
Entering Unmasked Estep 
Score: -9305936.000000 Penalty: 3644.118164
	Iteration 15Q: 3 clusters Score -9305936 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 71853 members 
Entering Unmasked Estep 
Score: -9306069.000000 Penalty: 3644.118164
	Iteration 16Q: 3 clusters Score -9306069 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 71993 members 
Entering Unmasked Estep 
Score: -9306142.000000 Penalty: 3644.118164
	Iteration 17Q: 3 clusters Score -9306142 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 72095 members 
Entering Unmasked Estep 
Score: -9306205.000000 Penalty: 3644.118164
	Iteration 18Q: 3 clusters Score -9306205 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 72172 members 
Entering Unmasked Estep 
Score: -9306241.000000 Penalty: 3644.118164
	Iteration 19Q: 3 clusters Score -9306241 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 72255 members 
Entering Unmasked Estep 
Score: -9306314.000000 Penalty: 3644.118164
	Iteration 20F: 3 clusters Score -9306314 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 72302 members 
Entering Unmasked Estep 
Score: -9306335.000000 Penalty: 3644.118164
	Iteration 21Q: 3 clusters Score -9306335 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 72348 members 
Entering Unmasked Estep 
Score: -9306348.000000 Penalty: 3644.118164
	Iteration 22Q: 3 clusters Score -9306348 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 72386 members 
Entering Unmasked Estep 
Score: -9306365.000000 Penalty: 3644.118164
	Iteration 23Q: 3 clusters Score -9306365 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 72441 members 
Entering Unmasked Estep 
Score: -9306389.000000 Penalty: 3644.118164
	Iteration 24Q: 3 clusters Score -9306389 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 72479 members 
Entering Unmasked Estep 
Score: -9306403.000000 Penalty: 3644.118164
	Iteration 25Q: 3 clusters Score -9306403 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 72503 members 
Entering Unmasked Estep 
Score: -9306419.000000 Penalty: 3644.118164
	Iteration 26Q: 3 clusters Score -9306419 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 72532 members 
Entering Unmasked Estep 
Score: -9306417.000000 Penalty: 3644.118164
	Iteration 27Q: 3 clusters Score -9306417 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 72560 members 
Entering Unmasked Estep 
Score: -9306410.000000 Penalty: 3644.118164
	Iteration 28Q: 3 clusters Score -9306410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 72589 members 
Entering Unmasked Estep 
Score: -9306406.000000 Penalty: 3644.118164
	Iteration 29Q: 3 clusters Score -9306406 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 72610 members 
Entering Unmasked Estep 
Score: -9306412.000000 Penalty: 3644.118164
	Iteration 30Q: 3 clusters Score -9306412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 72622 members 
Entering Unmasked Estep 
Score: -9306408.000000 Penalty: 3644.118164
	Iteration 31Q: 3 clusters Score -9306408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 72633 members 
Entering Unmasked Estep 
Score: -9306405.000000 Penalty: 3644.118164
	Iteration 32Q: 3 clusters Score -9306405 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 72650 members 
Entering Unmasked Estep 
Score: -9306408.000000 Penalty: 3644.118164
	Iteration 33Q: 3 clusters Score -9306408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 72661 members 
Entering Unmasked Estep 
Score: -9306418.000000 Penalty: 3644.118164
	Iteration 34Q: 3 clusters Score -9306418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 72670 members 
Entering Unmasked Estep 
Score: -9306422.000000 Penalty: 3644.118164
	Iteration 35Q: 3 clusters Score -9306422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 72679 members 
Entering Unmasked Estep 
Score: -9306426.000000 Penalty: 3644.118164
	Iteration 36Q: 3 clusters Score -9306426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 72687 members 
Entering Unmasked Estep 
Score: -9306425.000000 Penalty: 3644.118164
	Iteration 37Q: 3 clusters Score -9306425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 72700 members 
Entering Unmasked Estep 
Score: -9306438.000000 Penalty: 3644.118164
	Iteration 38Q: 3 clusters Score -9306438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 72707 members 
Entering Unmasked Estep 
Score: -9306437.000000 Penalty: 3644.118164
	Iteration 39Q: 3 clusters Score -9306437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 72715 members 
Entering Unmasked Estep 
Score: -9306445.000000 Penalty: 3644.118164
	Iteration 40F: 3 clusters Score -9306445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 72725 members 
Entering Unmasked Estep 
Score: -9306441.000000 Penalty: 3644.118164
	Iteration 41Q: 3 clusters Score -9306441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 72739 members 
Entering Unmasked Estep 
Score: -9306446.000000 Penalty: 3644.118164
	Iteration 42Q: 3 clusters Score -9306446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 72750 members 
Entering Unmasked Estep 
Score: -9306449.000000 Penalty: 3644.118164
	Iteration 43Q: 3 clusters Score -9306449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 72759 members 
Entering Unmasked Estep 
Score: -9306444.000000 Penalty: 3644.118164
	Iteration 44Q: 3 clusters Score -9306444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 72766 members 
Entering Unmasked Estep 
Score: -9306446.000000 Penalty: 3644.118164
	Iteration 45Q: 3 clusters Score -9306446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 72770 members 
Entering Unmasked Estep 
Score: -9306440.000000 Penalty: 3644.118164
	Iteration 46Q: 3 clusters Score -9306440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 72775 members 
Entering Unmasked Estep 
Score: -9306447.000000 Penalty: 3644.118164
	Iteration 47Q: 3 clusters Score -9306447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 72782 members 
Entering Unmasked Estep 
Score: -9306444.000000 Penalty: 3644.118164
	Iteration 48Q: 3 clusters Score -9306444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 72785 members 
Entering Unmasked Estep 
Score: -9306437.000000 Penalty: 3644.118164
	Iteration 49Q: 3 clusters Score -9306437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 72790 members 
Entering Unmasked Estep 
Score: -9306443.000000 Penalty: 3644.118164
	Iteration 50Q: 3 clusters Score -9306443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 72791 members 
Entering Unmasked Estep 
Score: -9306443.000000 Penalty: 3644.118164
	Iteration 51Q: 3 clusters Score -9306443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 72792 members 
Entering Unmasked Estep 
Score: -9306441.000000 Penalty: 3644.118164
	Iteration 52Q: 3 clusters Score -9306441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 72791 members 
Entering Unmasked Estep 
Score: -9306443.000000 Penalty: 3644.118164
	Iteration 53Q: 3 clusters Score -9306443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 72789 members 
Entering Unmasked Estep 
Score: -9306437.000000 Penalty: 3644.118164
	Iteration 54Q: 3 clusters Score -9306437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 72789 members 
Entering Unmasked Estep 
Score: -9306440.000000 Penalty: 3644.118164
	Iteration 55Q: 3 clusters Score -9306440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 72792 members 
Entering Unmasked Estep 
Score: -9306438.000000 Penalty: 3644.118164
	Iteration 56Q: 3 clusters Score -9306438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 72795 members 
Entering Unmasked Estep 
Score: -9306441.000000 Penalty: 3644.118164
	Iteration 57Q: 3 clusters Score -9306441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 72798 members 
Entering Unmasked Estep 
Score: -9306436.000000 Penalty: 3644.118164
	Iteration 58Q: 3 clusters Score -9306436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 72800 members 
Entering Unmasked Estep 
Score: -9306444.000000 Penalty: 3644.118164
	Iteration 59Q: 3 clusters Score -9306444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 72800 members 
Entering Unmasked Estep 
Score: -9306442.000000 Penalty: 3644.118164
	Iteration 60F: 3 clusters Score -9306442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 72802 members 
Entering Unmasked Estep 
Score: -9306445.000000 Penalty: 3644.118164
	Iteration 61Q: 3 clusters Score -9306445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 72808 members 
Entering Unmasked Estep 
Score: -9306456.000000 Penalty: 3644.118164
	Iteration 62Q: 3 clusters Score -9306456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 72813 members 
Entering Unmasked Estep 
Score: -9306455.000000 Penalty: 3644.118164
	Iteration 63Q: 3 clusters Score -9306455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 72819 members 
Entering Unmasked Estep 
Score: -9306453.000000 Penalty: 3644.118164
	Iteration 64Q: 3 clusters Score -9306453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 72824 members 
Entering Unmasked Estep 
Score: -9306458.000000 Penalty: 3644.118164
	Iteration 65Q: 3 clusters Score -9306458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 72828 members 
Entering Unmasked Estep 
Score: -9306464.000000 Penalty: 3644.118164
	Iteration 66Q: 3 clusters Score -9306464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 72831 members 
Entering Unmasked Estep 
Score: -9306455.000000 Penalty: 3644.118164
	Iteration 67Q: 3 clusters Score -9306455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 72831 members 
Entering Unmasked Estep 
Score: -9306454.000000 Penalty: 3644.118164
	Iteration 68Q: 3 clusters Score -9306454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 72830 members 
Entering Unmasked Estep 
Score: -9306459.000000 Penalty: 3644.118164
	Iteration 69Q: 3 clusters Score -9306459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 72833 members 
Entering Unmasked Estep 
Score: -9306457.000000 Penalty: 3644.118164
	Iteration 70Q: 3 clusters Score -9306457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 72836 members 
Entering Unmasked Estep 
Score: -9306459.000000 Penalty: 3644.118164
	Iteration 71Q: 3 clusters Score -9306459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 72837 members 
Entering Unmasked Estep 
Score: -9306467.000000 Penalty: 3644.118164
	Iteration 72Q: 3 clusters Score -9306467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 72841 members 
Entering Unmasked Estep 
Score: -9306465.000000 Penalty: 3644.118164
	Iteration 73Q: 3 clusters Score -9306465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 72845 members 
Entering Unmasked Estep 
Score: -9306462.000000 Penalty: 3644.118164
	Iteration 74Q: 3 clusters Score -9306462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 72852 members 
Entering Unmasked Estep 
Score: -9306463.000000 Penalty: 3644.118164
	Iteration 75Q: 3 clusters Score -9306463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 72855 members 
Entering Unmasked Estep 
Score: -9306464.000000 Penalty: 3644.118164
	Iteration 76Q: 3 clusters Score -9306464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 72858 members 
Entering Unmasked Estep 
Score: -9306462.000000 Penalty: 3644.118164
	Iteration 77Q: 3 clusters Score -9306462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 72859 members 
Entering Unmasked Estep 
Score: -9306469.000000 Penalty: 3644.118164
	Iteration 78Q: 3 clusters Score -9306469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 72860 members 
Entering Unmasked Estep 
Score: -9306468.000000 Penalty: 3644.118164
	Iteration 79Q: 3 clusters Score -9306468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 72860 members 
Entering Unmasked Estep 
Score: -9306468.000000 Penalty: 3644.118164
	Iteration 80F: 3 clusters Score -9306468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Entering Unmasked Estep 
Score: -307482.000000 Penalty: 1272.637817
	Iteration 0F: 2 clusters Score -307482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -305031.656250 Penalty: 2545.275635
	Iteration 0F: 3 clusters Score -305031.7 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -305532.031250 Penalty: 2545.275635
	Iteration 1F: 3 clusters Score -305532 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -305658.718750 Penalty: 2545.275635
	Iteration 2F: 3 clusters Score -305658.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -305734.281250 Penalty: 2545.275635
	Iteration 3F: 3 clusters Score -305734.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -305786.093750 Penalty: 2545.275635
	Iteration 4Q: 3 clusters Score -305786.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -305828.906250 Penalty: 2545.275635
	Iteration 5Q: 3 clusters Score -305828.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -305859.000000 Penalty: 2545.275635
	Iteration 6Q: 3 clusters Score -305859 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -305883.937500 Penalty: 2545.275635
	Iteration 7Q: 3 clusters Score -305883.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -305905.312500 Penalty: 2545.275635
	Iteration 8Q: 3 clusters Score -305905.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -305922.218750 Penalty: 2545.275635
	Iteration 9Q: 3 clusters Score -305922.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -305938.687500 Penalty: 2545.275635
	Iteration 10Q: 3 clusters Score -305938.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -305952.343750 Penalty: 2545.275635
	Iteration 11Q: 3 clusters Score -305952.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -305974.125000 Penalty: 2545.275635
	Iteration 12Q: 3 clusters Score -305974.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -305990.750000 Penalty: 2545.275635
	Iteration 13Q: 3 clusters Score -305990.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -306006.062500 Penalty: 2545.275635
	Iteration 14Q: 3 clusters Score -306006.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -306023.281250 Penalty: 2545.275635
	Iteration 15Q: 3 clusters Score -306023.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -306031.750000 Penalty: 2545.275635
	Iteration 16Q: 3 clusters Score -306031.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -306040.093750 Penalty: 2545.275635
	Iteration 17Q: 3 clusters Score -306040.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -306049.500000 Penalty: 2545.275635
	Iteration 18Q: 3 clusters Score -306049.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -306058.968750 Penalty: 2545.275635
	Iteration 19Q: 3 clusters Score -306059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -306066.156250 Penalty: 2545.275635
	Iteration 20F: 3 clusters Score -306066.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -306070.875000 Penalty: 2545.275635
	Iteration 21Q: 3 clusters Score -306070.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -306075.156250 Penalty: 2545.275635
	Iteration 22Q: 3 clusters Score -306075.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -306079.531250 Penalty: 2545.275635
	Iteration 23Q: 3 clusters Score -306079.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -306082.593750 Penalty: 2545.275635
	Iteration 24Q: 3 clusters Score -306082.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -306085.156250 Penalty: 2545.275635
	Iteration 25Q: 3 clusters Score -306085.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -306088.031250 Penalty: 2545.275635
	Iteration 26Q: 3 clusters Score -306088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -306091.875000 Penalty: 2545.275635
	Iteration 27Q: 3 clusters Score -306091.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -306098.218750 Penalty: 2545.275635
	Iteration 28Q: 3 clusters Score -306098.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -306103.843750 Penalty: 2545.275635
	Iteration 29Q: 3 clusters Score -306103.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -306111.000000 Penalty: 2545.275635
	Iteration 30Q: 3 clusters Score -306111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -306118.625000 Penalty: 2545.275635
	Iteration 31Q: 3 clusters Score -306118.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -306124.593750 Penalty: 2545.275635
	Iteration 32Q: 3 clusters Score -306124.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -306129.187500 Penalty: 2545.275635
	Iteration 33Q: 3 clusters Score -306129.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -306136.312500 Penalty: 2545.275635
	Iteration 34Q: 3 clusters Score -306136.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -306143.000000 Penalty: 2545.275635
	Iteration 35Q: 3 clusters Score -306143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -306151.406250 Penalty: 2545.275635
	Iteration 36Q: 3 clusters Score -306151.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -306158.406250 Penalty: 2545.275635
	Iteration 37Q: 3 clusters Score -306158.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -306161.906250 Penalty: 2545.275635
	Iteration 38Q: 3 clusters Score -306161.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -306167.312500 Penalty: 2545.275635
	Iteration 39Q: 3 clusters Score -306167.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -306173.375000 Penalty: 2545.275635
	Iteration 40F: 3 clusters Score -306173.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -306178.625000 Penalty: 2545.275635
	Iteration 41Q: 3 clusters Score -306178.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -306184.281250 Penalty: 2545.275635
	Iteration 42Q: 3 clusters Score -306184.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -306189.625000 Penalty: 2545.275635
	Iteration 43Q: 3 clusters Score -306189.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -306191.937500 Penalty: 2545.275635
	Iteration 44Q: 3 clusters Score -306191.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -306197.562500 Penalty: 2545.275635
	Iteration 45Q: 3 clusters Score -306197.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -306198.968750 Penalty: 2545.275635
	Iteration 46Q: 3 clusters Score -306199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -306201.406250 Penalty: 2545.275635
	Iteration 47Q: 3 clusters Score -306201.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -306203.656250 Penalty: 2545.275635
	Iteration 48Q: 3 clusters Score -306203.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -306205.437500 Penalty: 2545.275635
	Iteration 49Q: 3 clusters Score -306205.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -306207.031250 Penalty: 2545.275635
	Iteration 50Q: 3 clusters Score -306207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -306209.781250 Penalty: 2545.275635
	Iteration 51Q: 3 clusters Score -306209.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -306211.781250 Penalty: 2545.275635
	Iteration 52Q: 3 clusters Score -306211.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -306213.156250 Penalty: 2545.275635
	Iteration 53Q: 3 clusters Score -306213.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -306215.187500 Penalty: 2545.275635
	Iteration 54Q: 3 clusters Score -306215.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -306215.906250 Penalty: 2545.275635
	Iteration 55Q: 3 clusters Score -306215.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -306216.875000 Penalty: 2545.275635
	Iteration 56Q: 3 clusters Score -306216.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -306217.000000 Penalty: 2545.275635
	Iteration 57Q: 3 clusters Score -306217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -306217.000000 Penalty: 2545.275635
	Iteration 58F: 3 clusters Score -306217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (105415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105415 members 
Entering Unmasked Estep 
Score: -13187359.000000 Penalty: 1879.419800
	Iteration 0F: 2 clusters Score -1.318736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52646 members 
Mstep: Class 2 contains 52769 members 
Entering Unmasked Estep 
Score: -13119778.000000 Penalty: 3758.839600
	Iteration 0F: 3 clusters Score -1.311978e+07 nChanged 50483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51257 members 
Mstep: Class 2 contains 54158 members 
Entering Unmasked Estep 
Score: -13148724.000000 Penalty: 3758.839600
	Iteration 1F: 3 clusters Score -1.314872e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 55149 members 
Entering Unmasked Estep 
Score: -13149810.000000 Penalty: 3758.839600
	Iteration 2Q: 3 clusters Score -1.314981e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48690 members 
Mstep: Class 2 contains 56725 members 
Entering Unmasked Estep 
Score: -13151369.000000 Penalty: 3758.839600
	Iteration 3Q: 3 clusters Score -1.315137e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 59059 members 
Entering Unmasked Estep 
Score: -13154003.000000 Penalty: 3758.839600
	Iteration 4F: 3 clusters Score -1.3154e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 62260 members 
Entering Unmasked Estep 
Score: -13158108.000000 Penalty: 3758.839600
	Iteration 5F: 3 clusters Score -1.315811e+07 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 66033 members 
Entering Unmasked Estep 
Score: -13164128.000000 Penalty: 3758.839600
	Iteration 6F: 3 clusters Score -1.316413e+07 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 69464 members 
Entering Unmasked Estep 
Score: -13170961.000000 Penalty: 3758.839600
	Iteration 7F: 3 clusters Score -1.317096e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 71661 members 
Entering Unmasked Estep 
Score: -13175799.000000 Penalty: 3758.839600
	Iteration 8F: 3 clusters Score -1.31758e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 72755 members 
Entering Unmasked Estep 
Score: -13177574.000000 Penalty: 3758.839600
	Iteration 9Q: 3 clusters Score -1.317757e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 73504 members 
Entering Unmasked Estep 
Score: -13178318.000000 Penalty: 3758.839600
	Iteration 10Q: 3 clusters Score -1.317832e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 74161 members 
Entering Unmasked Estep 
Score: -13178739.000000 Penalty: 3758.839600
	Iteration 11Q: 3 clusters Score -1.317874e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 74704 members 
Entering Unmasked Estep 
Score: -13179159.000000 Penalty: 3758.839600
	Iteration 12Q: 3 clusters Score -1.317916e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 75151 members 
Entering Unmasked Estep 
Score: -13179430.000000 Penalty: 3758.839600
	Iteration 13Q: 3 clusters Score -1.317943e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 75505 members 
Entering Unmasked Estep 
Score: -13179769.000000 Penalty: 3758.839600
	Iteration 14Q: 3 clusters Score -1.317977e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 75881 members 
Entering Unmasked Estep 
Score: -13179993.000000 Penalty: 3758.839600
	Iteration 15Q: 3 clusters Score -1.317999e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 76222 members 
Entering Unmasked Estep 
Score: -13180194.000000 Penalty: 3758.839600
	Iteration 16Q: 3 clusters Score -1.318019e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 76564 members 
Entering Unmasked Estep 
Score: -13180399.000000 Penalty: 3758.839600
	Iteration 17Q: 3 clusters Score -1.31804e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 76880 members 
Entering Unmasked Estep 
Score: -13180554.000000 Penalty: 3758.839600
	Iteration 18Q: 3 clusters Score -1.318055e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 77176 members 
Entering Unmasked Estep 
Score: -13180698.000000 Penalty: 3758.839600
	Iteration 19Q: 3 clusters Score -1.31807e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 77427 members 
Entering Unmasked Estep 
Score: -13180802.000000 Penalty: 3758.839600
	Iteration 20F: 3 clusters Score -1.31808e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 77653 members 
Entering Unmasked Estep 
Score: -13180950.000000 Penalty: 3758.839600
	Iteration 21Q: 3 clusters Score -1.318095e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 77845 members 
Entering Unmasked Estep 
Score: -13181023.000000 Penalty: 3758.839600
	Iteration 22Q: 3 clusters Score -1.318102e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 78000 members 
Entering Unmasked Estep 
Score: -13181155.000000 Penalty: 3758.839600
	Iteration 23Q: 3 clusters Score -1.318116e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 78128 members 
Entering Unmasked Estep 
Score: -13181244.000000 Penalty: 3758.839600
	Iteration 24Q: 3 clusters Score -1.318124e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 78235 members 
Entering Unmasked Estep 
Score: -13181325.000000 Penalty: 3758.839600
	Iteration 25Q: 3 clusters Score -1.318132e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 78325 members 
Entering Unmasked Estep 
Score: -13181386.000000 Penalty: 3758.839600
	Iteration 26Q: 3 clusters Score -1.318139e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 78409 members 
Entering Unmasked Estep 
Score: -13181421.000000 Penalty: 3758.839600
	Iteration 27Q: 3 clusters Score -1.318142e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 78488 members 
Entering Unmasked Estep 
Score: -13181450.000000 Penalty: 3758.839600
	Iteration 28Q: 3 clusters Score -1.318145e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 78523 members 
Entering Unmasked Estep 
Score: -13181483.000000 Penalty: 3758.839600
	Iteration 29Q: 3 clusters Score -1.318148e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 78539 members 
Entering Unmasked Estep 
Score: -13181553.000000 Penalty: 3758.839600
	Iteration 30Q: 3 clusters Score -1.318155e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 78562 members 
Entering Unmasked Estep 
Score: -13181552.000000 Penalty: 3758.839600
	Iteration 31Q: 3 clusters Score -1.318155e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 78589 members 
Entering Unmasked Estep 
Score: -13181609.000000 Penalty: 3758.839600
	Iteration 32Q: 3 clusters Score -1.318161e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 78613 members 
Entering Unmasked Estep 
Score: -13181595.000000 Penalty: 3758.839600
	Iteration 33Q: 3 clusters Score -1.31816e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 78631 members 
Entering Unmasked Estep 
Score: -13181589.000000 Penalty: 3758.839600
	Iteration 34Q: 3 clusters Score -1.318159e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 78669 members 
Entering Unmasked Estep 
Score: -13181621.000000 Penalty: 3758.839600
	Iteration 35Q: 3 clusters Score -1.318162e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 78706 members 
Entering Unmasked Estep 
Score: -13181644.000000 Penalty: 3758.839600
	Iteration 36Q: 3 clusters Score -1.318164e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 78752 members 
Entering Unmasked Estep 
Score: -13181648.000000 Penalty: 3758.839600
	Iteration 37Q: 3 clusters Score -1.318165e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 78798 members 
Entering Unmasked Estep 
Score: -13181713.000000 Penalty: 3758.839600
	Iteration 38Q: 3 clusters Score -1.318171e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 78842 members 
Entering Unmasked Estep 
Score: -13181700.000000 Penalty: 3758.839600
	Iteration 39Q: 3 clusters Score -1.31817e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 78894 members 
Entering Unmasked Estep 
Score: -13181701.000000 Penalty: 3758.839600
	Iteration 40F: 3 clusters Score -1.31817e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 78956 members 
Entering Unmasked Estep 
Score: -13181730.000000 Penalty: 3758.839600
	Iteration 41Q: 3 clusters Score -1.318173e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 79019 members 
Entering Unmasked Estep 
Score: -13181811.000000 Penalty: 3758.839600
	Iteration 42Q: 3 clusters Score -1.318181e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 79098 members 
Entering Unmasked Estep 
Score: -13181839.000000 Penalty: 3758.839600
	Iteration 43Q: 3 clusters Score -1.318184e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 79188 members 
Entering Unmasked Estep 
Score: -13181890.000000 Penalty: 3758.839600
	Iteration 44Q: 3 clusters Score -1.318189e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 79288 members 
Entering Unmasked Estep 
Score: -13181910.000000 Penalty: 3758.839600
	Iteration 45Q: 3 clusters Score -1.318191e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 79391 members 
Entering Unmasked Estep 
Score: -13181914.000000 Penalty: 3758.839600
	Iteration 46Q: 3 clusters Score -1.318191e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 79495 members 
Entering Unmasked Estep 
Score: -13181930.000000 Penalty: 3758.839600
	Iteration 47Q: 3 clusters Score -1.318193e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 79590 members 
Entering Unmasked Estep 
Score: -13181977.000000 Penalty: 3758.839600
	Iteration 48Q: 3 clusters Score -1.318198e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 79705 members 
Entering Unmasked Estep 
Score: -13181961.000000 Penalty: 3758.839600
	Iteration 49Q: 3 clusters Score -1.318196e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 79808 members 
Entering Unmasked Estep 
Score: -13181973.000000 Penalty: 3758.839600
	Iteration 50Q: 3 clusters Score -1.318197e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 79900 members 
Entering Unmasked Estep 
Score: -13181977.000000 Penalty: 3758.839600
	Iteration 51Q: 3 clusters Score -1.318198e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 80007 members 
Entering Unmasked Estep 
Score: -13181967.000000 Penalty: 3758.839600
	Iteration 52Q: 3 clusters Score -1.318197e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 80108 members 
Entering Unmasked Estep 
Score: -13182013.000000 Penalty: 3758.839600
	Iteration 53Q: 3 clusters Score -1.318201e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 80219 members 
Entering Unmasked Estep 
Score: -13182062.000000 Penalty: 3758.839600
	Iteration 54Q: 3 clusters Score -1.318206e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 80338 members 
Entering Unmasked Estep 
Score: -13182092.000000 Penalty: 3758.839600
	Iteration 55Q: 3 clusters Score -1.318209e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 80446 members 
Entering Unmasked Estep 
Score: -13182120.000000 Penalty: 3758.839600
	Iteration 56Q: 3 clusters Score -1.318212e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 80547 members 
Entering Unmasked Estep 
Score: -13182141.000000 Penalty: 3758.839600
	Iteration 57Q: 3 clusters Score -1.318214e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 80638 members 
Entering Unmasked Estep 
Score: -13182145.000000 Penalty: 3758.839600
	Iteration 58Q: 3 clusters Score -1.318214e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 80728 members 
Entering Unmasked Estep 
Score: -13182181.000000 Penalty: 3758.839600
	Iteration 59Q: 3 clusters Score -1.318218e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 80811 members 
Entering Unmasked Estep 
Score: -13182185.000000 Penalty: 3758.839600
	Iteration 60F: 3 clusters Score -1.318218e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 80891 members 
Entering Unmasked Estep 
Score: -13182224.000000 Penalty: 3758.839600
	Iteration 61Q: 3 clusters Score -1.318222e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 80985 members 
Entering Unmasked Estep 
Score: -13182231.000000 Penalty: 3758.839600
	Iteration 62Q: 3 clusters Score -1.318223e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 81062 members 
Entering Unmasked Estep 
Score: -13182221.000000 Penalty: 3758.839600
	Iteration 63Q: 3 clusters Score -1.318222e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 81141 members 
Entering Unmasked Estep 
Score: -13182233.000000 Penalty: 3758.839600
	Iteration 64Q: 3 clusters Score -1.318223e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 81219 members 
Entering Unmasked Estep 
Score: -13182258.000000 Penalty: 3758.839600
	Iteration 65Q: 3 clusters Score -1.318226e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 81283 members 
Entering Unmasked Estep 
Score: -13182259.000000 Penalty: 3758.839600
	Iteration 66Q: 3 clusters Score -1.318226e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 81341 members 
Entering Unmasked Estep 
Score: -13182267.000000 Penalty: 3758.839600
	Iteration 67Q: 3 clusters Score -1.318227e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 81385 members 
Entering Unmasked Estep 
Score: -13182272.000000 Penalty: 3758.839600
	Iteration 68Q: 3 clusters Score -1.318227e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 81420 members 
Entering Unmasked Estep 
Score: -13182262.000000 Penalty: 3758.839600
	Iteration 69Q: 3 clusters Score -1.318226e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 81454 members 
Entering Unmasked Estep 
Score: -13182254.000000 Penalty: 3758.839600
	Iteration 70Q: 3 clusters Score -1.318225e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 81494 members 
Entering Unmasked Estep 
Score: -13182252.000000 Penalty: 3758.839600
	Iteration 71Q: 3 clusters Score -1.318225e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 81538 members 
Entering Unmasked Estep 
Score: -13182267.000000 Penalty: 3758.839600
	Iteration 72Q: 3 clusters Score -1.318227e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 81578 members 
Entering Unmasked Estep 
Score: -13182279.000000 Penalty: 3758.839600
	Iteration 73Q: 3 clusters Score -1.318228e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 81608 members 
Entering Unmasked Estep 
Score: -13182291.000000 Penalty: 3758.839600
	Iteration 74Q: 3 clusters Score -1.318229e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 81643 members 
Entering Unmasked Estep 
Score: -13182285.000000 Penalty: 3758.839600
	Iteration 75Q: 3 clusters Score -1.318228e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 81680 members 
Entering Unmasked Estep 
Score: -13182301.000000 Penalty: 3758.839600
	Iteration 76Q: 3 clusters Score -1.31823e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 81714 members 
Entering Unmasked Estep 
Score: -13182318.000000 Penalty: 3758.839600
	Iteration 77Q: 3 clusters Score -1.318232e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 81756 members 
Entering Unmasked Estep 
Score: -13182326.000000 Penalty: 3758.839600
	Iteration 78Q: 3 clusters Score -1.318233e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 81793 members 
Entering Unmasked Estep 
Score: -13182355.000000 Penalty: 3758.839600
	Iteration 79Q: 3 clusters Score -1.318236e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 81830 members 
Entering Unmasked Estep 
Score: -13182363.000000 Penalty: 3758.839600
	Iteration 80F: 3 clusters Score -1.318236e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 81863 members 
Entering Unmasked Estep 
Score: -13182369.000000 Penalty: 3758.839600
	Iteration 81Q: 3 clusters Score -1.318237e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 81895 members 
Entering Unmasked Estep 
Score: -13182385.000000 Penalty: 3758.839600
	Iteration 82Q: 3 clusters Score -1.318238e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 81936 members 
Entering Unmasked Estep 
Score: -13182385.000000 Penalty: 3758.839600
	Iteration 83Q: 3 clusters Score -1.318238e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 81981 members 
Entering Unmasked Estep 
Score: -13182376.000000 Penalty: 3758.839600
	Iteration 84Q: 3 clusters Score -1.318238e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 82009 members 
Entering Unmasked Estep 
Score: -13182376.000000 Penalty: 3758.839600
	Iteration 85Q: 3 clusters Score -1.318238e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 82035 members 
Entering Unmasked Estep 
Score: -13182379.000000 Penalty: 3758.839600
	Iteration 86Q: 3 clusters Score -1.318238e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 82058 members 
Entering Unmasked Estep 
Score: -13182400.000000 Penalty: 3758.839600
	Iteration 87Q: 3 clusters Score -1.31824e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 82083 members 
Entering Unmasked Estep 
Score: -13182398.000000 Penalty: 3758.839600
	Iteration 88Q: 3 clusters Score -1.31824e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 82110 members 
Entering Unmasked Estep 
Score: -13182402.000000 Penalty: 3758.839600
	Iteration 89Q: 3 clusters Score -1.31824e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 82137 members 
Entering Unmasked Estep 
Score: -13182408.000000 Penalty: 3758.839600
	Iteration 90Q: 3 clusters Score -1.318241e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 82174 members 
Entering Unmasked Estep 
Score: -13182406.000000 Penalty: 3758.839600
	Iteration 91Q: 3 clusters Score -1.318241e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 82206 members 
Entering Unmasked Estep 
Score: -13182419.000000 Penalty: 3758.839600
	Iteration 92Q: 3 clusters Score -1.318242e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 82232 members 
Entering Unmasked Estep 
Score: -13182411.000000 Penalty: 3758.839600
	Iteration 93Q: 3 clusters Score -1.318241e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 82256 members 
Entering Unmasked Estep 
Score: -13182433.000000 Penalty: 3758.839600
	Iteration 94Q: 3 clusters Score -1.318243e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 82281 members 
Entering Unmasked Estep 
Score: -13182440.000000 Penalty: 3758.839600
	Iteration 95Q: 3 clusters Score -1.318244e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 82312 members 
Entering Unmasked Estep 
Score: -13182434.000000 Penalty: 3758.839600
	Iteration 96Q: 3 clusters Score -1.318243e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 82346 members 
Entering Unmasked Estep 
Score: -13182443.000000 Penalty: 3758.839600
	Iteration 97Q: 3 clusters Score -1.318244e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 82394 members 
Entering Unmasked Estep 
Score: -13182450.000000 Penalty: 3758.839600
	Iteration 98Q: 3 clusters Score -1.318245e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 82438 members 
Entering Unmasked Estep 
Score: -13182442.000000 Penalty: 3758.839600
	Iteration 99Q: 3 clusters Score -1.318244e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 82477 members 
Entering Unmasked Estep 
Score: -13182453.000000 Penalty: 3758.839600
	Iteration 100F: 3 clusters Score -1.318245e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 82523 members 
Entering Unmasked Estep 
Score: -13182464.000000 Penalty: 3758.839600
	Iteration 101Q: 3 clusters Score -1.318246e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 82561 members 
Entering Unmasked Estep 
Score: -13182449.000000 Penalty: 3758.839600
	Iteration 102Q: 3 clusters Score -1.318245e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 82601 members 
Entering Unmasked Estep 
Score: -13182457.000000 Penalty: 3758.839600
	Iteration 103Q: 3 clusters Score -1.318246e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 82651 members 
Entering Unmasked Estep 
Score: -13182460.000000 Penalty: 3758.839600
	Iteration 104Q: 3 clusters Score -1.318246e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 82701 members 
Entering Unmasked Estep 
Score: -13182468.000000 Penalty: 3758.839600
	Iteration 105Q: 3 clusters Score -1.318247e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 82751 members 
Entering Unmasked Estep 
Score: -13182477.000000 Penalty: 3758.839600
	Iteration 106Q: 3 clusters Score -1.318248e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 82804 members 
Entering Unmasked Estep 
Score: -13182478.000000 Penalty: 3758.839600
	Iteration 107Q: 3 clusters Score -1.318248e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 82861 members 
Entering Unmasked Estep 
Score: -13182493.000000 Penalty: 3758.839600
	Iteration 108Q: 3 clusters Score -1.318249e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 82921 members 
Entering Unmasked Estep 
Score: -13182509.000000 Penalty: 3758.839600
	Iteration 109Q: 3 clusters Score -1.318251e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 82989 members 
Entering Unmasked Estep 
Score: -13182512.000000 Penalty: 3758.839600
	Iteration 110Q: 3 clusters Score -1.318251e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 83071 members 
Entering Unmasked Estep 
Score: -13182562.000000 Penalty: 3758.839600
	Iteration 111Q: 3 clusters Score -1.318256e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 83159 members 
Entering Unmasked Estep 
Score: -13182564.000000 Penalty: 3758.839600
	Iteration 112Q: 3 clusters Score -1.318256e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 83244 members 
Entering Unmasked Estep 
Score: -13182567.000000 Penalty: 3758.839600
	Iteration 113Q: 3 clusters Score -1.318257e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 83330 members 
Entering Unmasked Estep 
Score: -13182583.000000 Penalty: 3758.839600
	Iteration 114Q: 3 clusters Score -1.318258e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 83410 members 
Entering Unmasked Estep 
Score: -13182573.000000 Penalty: 3758.839600
	Iteration 115Q: 3 clusters Score -1.318257e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 83483 members 
Entering Unmasked Estep 
Score: -13182579.000000 Penalty: 3758.839600
	Iteration 116Q: 3 clusters Score -1.318258e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 83574 members 
Entering Unmasked Estep 
Score: -13182591.000000 Penalty: 3758.839600
	Iteration 117Q: 3 clusters Score -1.318259e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 83666 members 
Entering Unmasked Estep 
Score: -13182617.000000 Penalty: 3758.839600
	Iteration 118Q: 3 clusters Score -1.318262e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 83776 members 
Entering Unmasked Estep 
Score: -13182651.000000 Penalty: 3758.839600
	Iteration 119Q: 3 clusters Score -1.318265e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 83887 members 
Entering Unmasked Estep 
Score: -13182680.000000 Penalty: 3758.839600
	Iteration 120F: 3 clusters Score -1.318268e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 84011 members 
Entering Unmasked Estep 
Score: -13182698.000000 Penalty: 3758.839600
	Iteration 121Q: 3 clusters Score -1.31827e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 84150 members 
Entering Unmasked Estep 
Score: -13182713.000000 Penalty: 3758.839600
	Iteration 122Q: 3 clusters Score -1.318271e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 84281 members 
Entering Unmasked Estep 
Score: -13182709.000000 Penalty: 3758.839600
	Iteration 123Q: 3 clusters Score -1.318271e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 84417 members 
Entering Unmasked Estep 
Score: -13182707.000000 Penalty: 3758.839600
	Iteration 124Q: 3 clusters Score -1.318271e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 84553 members 
Entering Unmasked Estep 
Score: -13182697.000000 Penalty: 3758.839600
	Iteration 125Q: 3 clusters Score -1.31827e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 84674 members 
Entering Unmasked Estep 
Score: -13182716.000000 Penalty: 3758.839600
	Iteration 126Q: 3 clusters Score -1.318272e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 84792 members 
Entering Unmasked Estep 
Score: -13182705.000000 Penalty: 3758.839600
	Iteration 127Q: 3 clusters Score -1.31827e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 84935 members 
Entering Unmasked Estep 
Score: -13182737.000000 Penalty: 3758.839600
	Iteration 128Q: 3 clusters Score -1.318274e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 85061 members 
Entering Unmasked Estep 
Score: -13182725.000000 Penalty: 3758.839600
	Iteration 129Q: 3 clusters Score -1.318272e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 85190 members 
Entering Unmasked Estep 
Score: -13182757.000000 Penalty: 3758.839600
	Iteration 130Q: 3 clusters Score -1.318276e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 85328 members 
Entering Unmasked Estep 
Score: -13182814.000000 Penalty: 3758.839600
	Iteration 131Q: 3 clusters Score -1.318281e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 85475 members 
Entering Unmasked Estep 
Score: -13182850.000000 Penalty: 3758.839600
	Iteration 132Q: 3 clusters Score -1.318285e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 85626 members 
Entering Unmasked Estep 
Score: -13182878.000000 Penalty: 3758.839600
	Iteration 133Q: 3 clusters Score -1.318288e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 85771 members 
Entering Unmasked Estep 
Score: -13182885.000000 Penalty: 3758.839600
	Iteration 134Q: 3 clusters Score -1.318288e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 85905 members 
Entering Unmasked Estep 
Score: -13182920.000000 Penalty: 3758.839600
	Iteration 135Q: 3 clusters Score -1.318292e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 86078 members 
Entering Unmasked Estep 
Score: -13182966.000000 Penalty: 3758.839600
	Iteration 136Q: 3 clusters Score -1.318297e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 86255 members 
Entering Unmasked Estep 
Score: -13182948.000000 Penalty: 3758.839600
	Iteration 137Q: 3 clusters Score -1.318295e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 86429 members 
Entering Unmasked Estep 
Score: -13182995.000000 Penalty: 3758.839600
	Iteration 138Q: 3 clusters Score -1.3183e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 86634 members 
Entering Unmasked Estep 
Score: -13183071.000000 Penalty: 3758.839600
	Iteration 139Q: 3 clusters Score -1.318307e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 86856 members 
Entering Unmasked Estep 
Score: -13183142.000000 Penalty: 3758.839600
	Iteration 140F: 3 clusters Score -1.318314e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 87112 members 
Entering Unmasked Estep 
Score: -13183242.000000 Penalty: 3758.839600
	Iteration 141Q: 3 clusters Score -1.318324e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 87379 members 
Entering Unmasked Estep 
Score: -13183309.000000 Penalty: 3758.839600
	Iteration 142Q: 3 clusters Score -1.318331e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 87646 members 
Entering Unmasked Estep 
Score: -13183380.000000 Penalty: 3758.839600
	Iteration 143Q: 3 clusters Score -1.318338e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 87926 members 
Entering Unmasked Estep 
Score: -13183460.000000 Penalty: 3758.839600
	Iteration 144Q: 3 clusters Score -1.318346e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 88236 members 
Entering Unmasked Estep 
Score: -13183525.000000 Penalty: 3758.839600
	Iteration 145Q: 3 clusters Score -1.318352e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 88534 members 
Entering Unmasked Estep 
Score: -13183640.000000 Penalty: 3758.839600
	Iteration 146Q: 3 clusters Score -1.318364e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 88845 members 
Entering Unmasked Estep 
Score: -13183750.000000 Penalty: 3758.839600
	Iteration 147Q: 3 clusters Score -1.318375e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 89140 members 
Entering Unmasked Estep 
Score: -13183805.000000 Penalty: 3758.839600
	Iteration 148Q: 3 clusters Score -1.31838e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 89407 members 
Entering Unmasked Estep 
Score: -13183869.000000 Penalty: 3758.839600
	Iteration 149Q: 3 clusters Score -1.318387e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 89683 members 
Entering Unmasked Estep 
Score: -13183988.000000 Penalty: 3758.839600
	Iteration 150Q: 3 clusters Score -1.318399e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 90000 members 
Entering Unmasked Estep 
Score: -13184159.000000 Penalty: 3758.839600
	Iteration 151Q: 3 clusters Score -1.318416e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 90348 members 
Entering Unmasked Estep 
Score: -13184283.000000 Penalty: 3758.839600
	Iteration 152Q: 3 clusters Score -1.318428e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 90775 members 
Entering Unmasked Estep 
Score: -13184450.000000 Penalty: 3758.839600
	Iteration 153Q: 3 clusters Score -1.318445e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 91277 members 
Entering Unmasked Estep 
Score: -13184632.000000 Penalty: 3758.839600
	Iteration 154Q: 3 clusters Score -1.318463e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 91867 members 
Entering Unmasked Estep 
Score: -13184926.000000 Penalty: 3758.839600
	Iteration 155Q: 3 clusters Score -1.318493e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 92544 members 
Entering Unmasked Estep 
Score: -13185192.000000 Penalty: 3758.839600
	Iteration 156Q: 3 clusters Score -1.318519e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 93294 members 
Entering Unmasked Estep 
Score: -13185462.000000 Penalty: 3758.839600
	Iteration 157Q: 3 clusters Score -1.318546e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 94168 members 
Entering Unmasked Estep 
Score: -13185697.000000 Penalty: 3758.839600
	Iteration 158Q: 3 clusters Score -1.31857e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 95069 members 
Entering Unmasked Estep 
Score: -13185921.000000 Penalty: 3758.839600
	Iteration 159Q: 3 clusters Score -1.318592e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 95990 members 
Entering Unmasked Estep 
Score: -13186162.000000 Penalty: 3758.839600
	Iteration 160F: 3 clusters Score -1.318616e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 96924 members 
Entering Unmasked Estep 
Score: -13186393.000000 Penalty: 3758.839600
	Iteration 161Q: 3 clusters Score -1.318639e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 97863 members 
Entering Unmasked Estep 
Score: -13186524.000000 Penalty: 3758.839600
	Iteration 162Q: 3 clusters Score -1.318652e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 98771 members 
Entering Unmasked Estep 
Score: -13186744.000000 Penalty: 3758.839600
	Iteration 163Q: 3 clusters Score -1.318674e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 99684 members 
Entering Unmasked Estep 
Score: -13186932.000000 Penalty: 3758.839600
	Iteration 164Q: 3 clusters Score -1.318693e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 100542 members 
Entering Unmasked Estep 
Score: -13186878.000000 Penalty: 3758.839600
	Iteration 165Q: 3 clusters Score -1.318688e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 101283 members 
Entering Unmasked Estep 
Score: -13186923.000000 Penalty: 3758.839600
	Iteration 166Q: 3 clusters Score -1.318692e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 101951 members 
Entering Unmasked Estep 
Score: -13186863.000000 Penalty: 3758.839600
	Iteration 167Q: 3 clusters Score -1.318686e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 102534 members 
Entering Unmasked Estep 
Score: -13186812.000000 Penalty: 3758.839600
	Iteration 168Q: 3 clusters Score -1.318681e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 103021 members 
Entering Unmasked Estep 
Score: -13186772.000000 Penalty: 3758.839600
	Iteration 169Q: 3 clusters Score -1.318677e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 103434 members 
Entering Unmasked Estep 
Score: -13186767.000000 Penalty: 3758.839600
	Iteration 170Q: 3 clusters Score -1.318677e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 103774 members 
Entering Unmasked Estep 
Score: -13186643.000000 Penalty: 3758.839600
	Iteration 171Q: 3 clusters Score -1.318664e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 104039 members 
Entering Unmasked Estep 
Score: -13186528.000000 Penalty: 3758.839600
	Iteration 172Q: 3 clusters Score -1.318653e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 104255 members 
Entering Unmasked Estep 
Score: -13186407.000000 Penalty: 3758.839600
	Iteration 173Q: 3 clusters Score -1.318641e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 104420 members 
Entering Unmasked Estep 
Score: -13186386.000000 Penalty: 3758.839600
	Iteration 174Q: 3 clusters Score -1.318639e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 104549 members 
Entering Unmasked Estep 
Score: -13186340.000000 Penalty: 3758.839600
	Iteration 175Q: 3 clusters Score -1.318634e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 104646 members 
Entering Unmasked Estep 
Score: -13186323.000000 Penalty: 3758.839600
	Iteration 176Q: 3 clusters Score -1.318632e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 104705 members 
Entering Unmasked Estep 
Score: -13186286.000000 Penalty: 3758.839600
	Iteration 177Q: 3 clusters Score -1.318629e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 104753 members 
Entering Unmasked Estep 
Score: -13186250.000000 Penalty: 3758.839600
	Iteration 178Q: 3 clusters Score -1.318625e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 104799 members 
Entering Unmasked Estep 
Score: -13186229.000000 Penalty: 3758.839600
	Iteration 179Q: 3 clusters Score -1.318623e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 104832 members 
Entering Unmasked Estep 
Score: -13186203.000000 Penalty: 3758.839600
	Iteration 180F: 3 clusters Score -1.31862e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 104856 members 
Entering Unmasked Estep 
Score: -13186182.000000 Penalty: 3758.839600
	Iteration 181Q: 3 clusters Score -1.318618e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 104875 members 
Entering Unmasked Estep 
Score: -13186176.000000 Penalty: 3758.839600
	Iteration 182Q: 3 clusters Score -1.318618e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 104894 members 
Entering Unmasked Estep 
Score: -13186177.000000 Penalty: 3758.839600
	Iteration 183Q: 3 clusters Score -1.318618e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 104907 members 
Entering Unmasked Estep 
Score: -13186165.000000 Penalty: 3758.839600
	Iteration 184Q: 3 clusters Score -1.318616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 104911 members 
Entering Unmasked Estep 
Score: -13186173.000000 Penalty: 3758.839600
	Iteration 185Q: 3 clusters Score -1.318617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 104914 members 
Entering Unmasked Estep 
Score: -13186168.000000 Penalty: 3758.839600
	Iteration 186Q: 3 clusters Score -1.318617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 104919 members 
Entering Unmasked Estep 
Score: -13186163.000000 Penalty: 3758.839600
	Iteration 187Q: 3 clusters Score -1.318616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 104922 members 
Entering Unmasked Estep 
Score: -13186169.000000 Penalty: 3758.839600
	Iteration 188Q: 3 clusters Score -1.318617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 104926 members 
Entering Unmasked Estep 
Score: -13186172.000000 Penalty: 3758.839600
	Iteration 189Q: 3 clusters Score -1.318617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 104933 members 
Entering Unmasked Estep 
Score: -13186175.000000 Penalty: 3758.839600
	Iteration 190Q: 3 clusters Score -1.318618e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 104943 members 
Entering Unmasked Estep 
Score: -13186166.000000 Penalty: 3758.839600
	Iteration 191Q: 3 clusters Score -1.318617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 104951 members 
Entering Unmasked Estep 
Score: -13186157.000000 Penalty: 3758.839600
	Iteration 192Q: 3 clusters Score -1.318616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 104960 members 
Entering Unmasked Estep 
Score: -13186160.000000 Penalty: 3758.839600
	Iteration 193Q: 3 clusters Score -1.318616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 104963 members 
Entering Unmasked Estep 
Score: -13186158.000000 Penalty: 3758.839600
	Iteration 194Q: 3 clusters Score -1.318616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 104965 members 
Entering Unmasked Estep 
Score: -13186151.000000 Penalty: 3758.839600
	Iteration 195Q: 3 clusters Score -1.318615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 104967 members 
Entering Unmasked Estep 
Score: -13186151.000000 Penalty: 3758.839600
	Iteration 196Q: 3 clusters Score -1.318615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 104970 members 
Entering Unmasked Estep 
Score: -13186143.000000 Penalty: 3758.839600
	Iteration 197Q: 3 clusters Score -1.318614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 104971 members 
Entering Unmasked Estep 
Score: -13186136.000000 Penalty: 3758.839600
	Iteration 198Q: 3 clusters Score -1.318614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 104971 members 
Entering Unmasked Estep 
Score: -13186140.000000 Penalty: 3758.839600
	Iteration 199Q: 3 clusters Score -1.318614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 104973 members 
Entering Unmasked Estep 
Score: -13186147.000000 Penalty: 3758.839600
	Iteration 200F: 3 clusters Score -1.318615e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 104974 members 
Entering Unmasked Estep 
Score: -13186148.000000 Penalty: 3758.839600
	Iteration 201Q: 3 clusters Score -1.318615e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 104973 members 
Entering Unmasked Estep 
Score: -13186146.000000 Penalty: 3758.839600
	Iteration 202Q: 3 clusters Score -1.318615e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 104973 members 
Entering Unmasked Estep 
Score: -13186146.000000 Penalty: 3758.839600
	Iteration 203F: 3 clusters Score -1.318615e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (99349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99349 members 
Entering Unmasked Estep 
Score: -12537646.000000 Penalty: 1869.789062
	Iteration 0F: 2 clusters Score -1.253765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49574 members 
Mstep: Class 2 contains 49775 members 
Entering Unmasked Estep 
Score: -12472437.000000 Penalty: 3739.578125
	Iteration 0F: 3 clusters Score -1.247244e+07 nChanged 47531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 50692 members 
Entering Unmasked Estep 
Score: -12500738.000000 Penalty: 3739.578125
	Iteration 1F: 3 clusters Score -1.250074e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48396 members 
Mstep: Class 2 contains 50953 members 
Entering Unmasked Estep 
Score: -12501635.000000 Penalty: 3739.578125
	Iteration 2Q: 3 clusters Score -1.250164e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47929 members 
Mstep: Class 2 contains 51420 members 
Entering Unmasked Estep 
Score: -12502604.000000 Penalty: 3739.578125
	Iteration 3Q: 3 clusters Score -1.25026e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 52141 members 
Entering Unmasked Estep 
Score: -12503639.000000 Penalty: 3739.578125
	Iteration 4Q: 3 clusters Score -1.250364e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 53145 members 
Entering Unmasked Estep 
Score: -12504915.000000 Penalty: 3739.578125
	Iteration 5Q: 3 clusters Score -1.250492e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 54626 members 
Entering Unmasked Estep 
Score: -12506292.000000 Penalty: 3739.578125
	Iteration 6Q: 3 clusters Score -1.250629e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42725 members 
Mstep: Class 2 contains 56624 members 
Entering Unmasked Estep 
Score: -12507980.000000 Penalty: 3739.578125
	Iteration 7Q: 3 clusters Score -1.250798e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 59162 members 
Entering Unmasked Estep 
Score: -12510170.000000 Penalty: 3739.578125
	Iteration 8Q: 3 clusters Score -1.251017e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 62260 members 
Entering Unmasked Estep 
Score: -12512874.000000 Penalty: 3739.578125
	Iteration 9Q: 3 clusters Score -1.251287e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 65553 members 
Entering Unmasked Estep 
Score: -12515800.000000 Penalty: 3739.578125
	Iteration 10F: 3 clusters Score -1.25158e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 68862 members 
Entering Unmasked Estep 
Score: -12518918.000000 Penalty: 3739.578125
	Iteration 11F: 3 clusters Score -1.251892e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 71706 members 
Entering Unmasked Estep 
Score: -12521432.000000 Penalty: 3739.578125
	Iteration 12Q: 3 clusters Score -1.252143e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 74078 members 
Entering Unmasked Estep 
Score: -12523149.000000 Penalty: 3739.578125
	Iteration 13Q: 3 clusters Score -1.252315e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 76174 members 
Entering Unmasked Estep 
Score: -12524400.000000 Penalty: 3739.578125
	Iteration 14Q: 3 clusters Score -1.25244e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 78082 members 
Entering Unmasked Estep 
Score: -12525275.000000 Penalty: 3739.578125
	Iteration 15Q: 3 clusters Score -1.252528e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 79889 members 
Entering Unmasked Estep 
Score: -12526153.000000 Penalty: 3739.578125
	Iteration 16Q: 3 clusters Score -1.252615e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 81725 members 
Entering Unmasked Estep 
Score: -12527040.000000 Penalty: 3739.578125
	Iteration 17Q: 3 clusters Score -1.252704e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 83473 members 
Entering Unmasked Estep 
Score: -12527860.000000 Penalty: 3739.578125
	Iteration 18Q: 3 clusters Score -1.252786e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 85162 members 
Entering Unmasked Estep 
Score: -12528660.000000 Penalty: 3739.578125
	Iteration 19Q: 3 clusters Score -1.252866e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 86764 members 
Entering Unmasked Estep 
Score: -12529518.000000 Penalty: 3739.578125
	Iteration 20F: 3 clusters Score -1.252952e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 88288 members 
Entering Unmasked Estep 
Score: -12530303.000000 Penalty: 3739.578125
	Iteration 21Q: 3 clusters Score -1.25303e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 89787 members 
Entering Unmasked Estep 
Score: -12531161.000000 Penalty: 3739.578125
	Iteration 22Q: 3 clusters Score -1.253116e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 91248 members 
Entering Unmasked Estep 
Score: -12532223.000000 Penalty: 3739.578125
	Iteration 23Q: 3 clusters Score -1.253222e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 92604 members 
Entering Unmasked Estep 
Score: -12533234.000000 Penalty: 3739.578125
	Iteration 24Q: 3 clusters Score -1.253323e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 93861 members 
Entering Unmasked Estep 
Score: -12534069.000000 Penalty: 3739.578125
	Iteration 25Q: 3 clusters Score -1.253407e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 94996 members 
Entering Unmasked Estep 
Score: -12534755.000000 Penalty: 3739.578125
	Iteration 26Q: 3 clusters Score -1.253476e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 95953 members 
Entering Unmasked Estep 
Score: -12535276.000000 Penalty: 3739.578125
	Iteration 27Q: 3 clusters Score -1.253528e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 96749 members 
Entering Unmasked Estep 
Score: -12535621.000000 Penalty: 3739.578125
	Iteration 28Q: 3 clusters Score -1.253562e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 97332 members 
Entering Unmasked Estep 
Score: -12535793.000000 Penalty: 3739.578125
	Iteration 29Q: 3 clusters Score -1.253579e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 97734 members 
Entering Unmasked Estep 
Score: -12535920.000000 Penalty: 3739.578125
	Iteration 30Q: 3 clusters Score -1.253592e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 98033 members 
Entering Unmasked Estep 
Score: -12536006.000000 Penalty: 3739.578125
	Iteration 31Q: 3 clusters Score -1.253601e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 98237 members 
Entering Unmasked Estep 
Score: -12536101.000000 Penalty: 3739.578125
	Iteration 32Q: 3 clusters Score -1.25361e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 98370 members 
Entering Unmasked Estep 
Score: -12536112.000000 Penalty: 3739.578125
	Iteration 33Q: 3 clusters Score -1.253611e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 98470 members 
Entering Unmasked Estep 
Score: -12536145.000000 Penalty: 3739.578125
	Iteration 34Q: 3 clusters Score -1.253614e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 98540 members 
Entering Unmasked Estep 
Score: -12536152.000000 Penalty: 3739.578125
	Iteration 35Q: 3 clusters Score -1.253615e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 98593 members 
Entering Unmasked Estep 
Score: -12536156.000000 Penalty: 3739.578125
	Iteration 36Q: 3 clusters Score -1.253616e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 98634 members 
Entering Unmasked Estep 
Score: -12536166.000000 Penalty: 3739.578125
	Iteration 37Q: 3 clusters Score -1.253617e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 98667 members 
Entering Unmasked Estep 
Score: -12536184.000000 Penalty: 3739.578125
	Iteration 38Q: 3 clusters Score -1.253618e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 98691 members 
Entering Unmasked Estep 
Score: -12536199.000000 Penalty: 3739.578125
	Iteration 39Q: 3 clusters Score -1.25362e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 98707 members 
Entering Unmasked Estep 
Score: -12536209.000000 Penalty: 3739.578125
	Iteration 40F: 3 clusters Score -1.253621e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 98717 members 
Entering Unmasked Estep 
Score: -12536206.000000 Penalty: 3739.578125
	Iteration 41Q: 3 clusters Score -1.253621e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 98727 members 
Entering Unmasked Estep 
Score: -12536223.000000 Penalty: 3739.578125
	Iteration 42Q: 3 clusters Score -1.253622e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 98733 members 
Entering Unmasked Estep 
Score: -12536225.000000 Penalty: 3739.578125
	Iteration 43Q: 3 clusters Score -1.253622e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 98745 members 
Entering Unmasked Estep 
Score: -12536234.000000 Penalty: 3739.578125
	Iteration 44Q: 3 clusters Score -1.253623e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 98756 members 
Entering Unmasked Estep 
Score: -12536230.000000 Penalty: 3739.578125
	Iteration 45Q: 3 clusters Score -1.253623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 98762 members 
Entering Unmasked Estep 
Score: -12536240.000000 Penalty: 3739.578125
	Iteration 46Q: 3 clusters Score -1.253624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 98769 members 
Entering Unmasked Estep 
Score: -12536255.000000 Penalty: 3739.578125
	Iteration 47Q: 3 clusters Score -1.253626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 98771 members 
Entering Unmasked Estep 
Score: -12536248.000000 Penalty: 3739.578125
	Iteration 48Q: 3 clusters Score -1.253625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 98774 members 
Entering Unmasked Estep 
Score: -12536234.000000 Penalty: 3739.578125
	Iteration 49Q: 3 clusters Score -1.253623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 98775 members 
Entering Unmasked Estep 
Score: -12536233.000000 Penalty: 3739.578125
	Iteration 50Q: 3 clusters Score -1.253623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 98777 members 
Entering Unmasked Estep 
Score: -12536242.000000 Penalty: 3739.578125
	Iteration 51Q: 3 clusters Score -1.253624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 98780 members 
Entering Unmasked Estep 
Score: -12536241.000000 Penalty: 3739.578125
	Iteration 52Q: 3 clusters Score -1.253624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 98782 members 
Entering Unmasked Estep 
Score: -12536243.000000 Penalty: 3739.578125
	Iteration 53Q: 3 clusters Score -1.253624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 98785 members 
Entering Unmasked Estep 
Score: -12536249.000000 Penalty: 3739.578125
	Iteration 54Q: 3 clusters Score -1.253625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 98786 members 
Entering Unmasked Estep 
Score: -12536244.000000 Penalty: 3739.578125
	Iteration 55Q: 3 clusters Score -1.253624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 98787 members 
Entering Unmasked Estep 
Score: -12536243.000000 Penalty: 3739.578125
	Iteration 56Q: 3 clusters Score -1.253624e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 98787 members 
Entering Unmasked Estep 
Score: -12536243.000000 Penalty: 3739.578125
	Iteration 57F: 3 clusters Score -1.253624e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (96771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96771 members 
Entering Unmasked Estep 
Score: -12256017.000000 Penalty: 1865.516602
	Iteration 0F: 2 clusters Score -1.225602e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -12192980.000000 Penalty: 3731.033203
	Iteration 0F: 3 clusters Score -1.219298e+07 nChanged 45996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 49431 members 
Entering Unmasked Estep 
Score: -12220479.000000 Penalty: 3731.033203
	Iteration 1F: 3 clusters Score -1.222048e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 50247 members 
Entering Unmasked Estep 
Score: -12221645.000000 Penalty: 3731.033203
	Iteration 2Q: 3 clusters Score -1.222164e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 51450 members 
Entering Unmasked Estep 
Score: -12223152.000000 Penalty: 3731.033203
	Iteration 3Q: 3 clusters Score -1.222315e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43535 members 
Mstep: Class 2 contains 53236 members 
Entering Unmasked Estep 
Score: -12225178.000000 Penalty: 3731.033203
	Iteration 4Q: 3 clusters Score -1.222518e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 55646 members 
Entering Unmasked Estep 
Score: -12228373.000000 Penalty: 3731.033203
	Iteration 5F: 3 clusters Score -1.222837e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 58660 members 
Entering Unmasked Estep 
Score: -12232432.000000 Penalty: 3731.033203
	Iteration 6F: 3 clusters Score -1.223243e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 61856 members 
Entering Unmasked Estep 
Score: -12237439.000000 Penalty: 3731.033203
	Iteration 7F: 3 clusters Score -1.223744e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 64517 members 
Entering Unmasked Estep 
Score: -12242477.000000 Penalty: 3731.033203
	Iteration 8F: 3 clusters Score -1.224248e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 66239 members 
Entering Unmasked Estep 
Score: -12245506.000000 Penalty: 3731.033203
	Iteration 9Q: 3 clusters Score -1.224551e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 67317 members 
Entering Unmasked Estep 
Score: -12246721.000000 Penalty: 3731.033203
	Iteration 10Q: 3 clusters Score -1.224672e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 68184 members 
Entering Unmasked Estep 
Score: -12247408.000000 Penalty: 3731.033203
	Iteration 11Q: 3 clusters Score -1.224741e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 68929 members 
Entering Unmasked Estep 
Score: -12247871.000000 Penalty: 3731.033203
	Iteration 12Q: 3 clusters Score -1.224787e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 69647 members 
Entering Unmasked Estep 
Score: -12248361.000000 Penalty: 3731.033203
	Iteration 13Q: 3 clusters Score -1.224836e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 70294 members 
Entering Unmasked Estep 
Score: -12248638.000000 Penalty: 3731.033203
	Iteration 14Q: 3 clusters Score -1.224864e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 70881 members 
Entering Unmasked Estep 
Score: -12248952.000000 Penalty: 3731.033203
	Iteration 15Q: 3 clusters Score -1.224895e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 71388 members 
Entering Unmasked Estep 
Score: -12249131.000000 Penalty: 3731.033203
	Iteration 16Q: 3 clusters Score -1.224913e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 71858 members 
Entering Unmasked Estep 
Score: -12249399.000000 Penalty: 3731.033203
	Iteration 17Q: 3 clusters Score -1.22494e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 72306 members 
Entering Unmasked Estep 
Score: -12249528.000000 Penalty: 3731.033203
	Iteration 18Q: 3 clusters Score -1.224953e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 72740 members 
Entering Unmasked Estep 
Score: -12249679.000000 Penalty: 3731.033203
	Iteration 19Q: 3 clusters Score -1.224968e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 73164 members 
Entering Unmasked Estep 
Score: -12249842.000000 Penalty: 3731.033203
	Iteration 20F: 3 clusters Score -1.224984e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 73582 members 
Entering Unmasked Estep 
Score: -12249982.000000 Penalty: 3731.033203
	Iteration 21Q: 3 clusters Score -1.224998e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 73932 members 
Entering Unmasked Estep 
Score: -12250044.000000 Penalty: 3731.033203
	Iteration 22Q: 3 clusters Score -1.225004e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 74275 members 
Entering Unmasked Estep 
Score: -12250092.000000 Penalty: 3731.033203
	Iteration 23Q: 3 clusters Score -1.225009e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 74593 members 
Entering Unmasked Estep 
Score: -12250154.000000 Penalty: 3731.033203
	Iteration 24Q: 3 clusters Score -1.225015e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 74947 members 
Entering Unmasked Estep 
Score: -12250248.000000 Penalty: 3731.033203
	Iteration 25Q: 3 clusters Score -1.225025e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 75292 members 
Entering Unmasked Estep 
Score: -12250329.000000 Penalty: 3731.033203
	Iteration 26Q: 3 clusters Score -1.225033e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 75668 members 
Entering Unmasked Estep 
Score: -12250423.000000 Penalty: 3731.033203
	Iteration 27Q: 3 clusters Score -1.225042e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 76050 members 
Entering Unmasked Estep 
Score: -12250501.000000 Penalty: 3731.033203
	Iteration 28Q: 3 clusters Score -1.22505e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 76440 members 
Entering Unmasked Estep 
Score: -12250590.000000 Penalty: 3731.033203
	Iteration 29Q: 3 clusters Score -1.225059e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 76822 members 
Entering Unmasked Estep 
Score: -12250671.000000 Penalty: 3731.033203
	Iteration 30Q: 3 clusters Score -1.225067e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 77205 members 
Entering Unmasked Estep 
Score: -12250767.000000 Penalty: 3731.033203
	Iteration 31Q: 3 clusters Score -1.225077e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 77568 members 
Entering Unmasked Estep 
Score: -12250861.000000 Penalty: 3731.033203
	Iteration 32Q: 3 clusters Score -1.225086e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 77932 members 
Entering Unmasked Estep 
Score: -12250930.000000 Penalty: 3731.033203
	Iteration 33Q: 3 clusters Score -1.225093e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 78266 members 
Entering Unmasked Estep 
Score: -12250983.000000 Penalty: 3731.033203
	Iteration 34Q: 3 clusters Score -1.225098e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 78620 members 
Entering Unmasked Estep 
Score: -12251066.000000 Penalty: 3731.033203
	Iteration 35Q: 3 clusters Score -1.225107e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 78970 members 
Entering Unmasked Estep 
Score: -12251112.000000 Penalty: 3731.033203
	Iteration 36Q: 3 clusters Score -1.225111e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 79308 members 
Entering Unmasked Estep 
Score: -12251147.000000 Penalty: 3731.033203
	Iteration 37Q: 3 clusters Score -1.225115e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 79631 members 
Entering Unmasked Estep 
Score: -12251219.000000 Penalty: 3731.033203
	Iteration 38Q: 3 clusters Score -1.225122e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 79946 members 
Entering Unmasked Estep 
Score: -12251257.000000 Penalty: 3731.033203
	Iteration 39Q: 3 clusters Score -1.225126e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 80215 members 
Entering Unmasked Estep 
Score: -12251364.000000 Penalty: 3731.033203
	Iteration 40F: 3 clusters Score -1.225136e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 80518 members 
Entering Unmasked Estep 
Score: -12251405.000000 Penalty: 3731.033203
	Iteration 41Q: 3 clusters Score -1.22514e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 80825 members 
Entering Unmasked Estep 
Score: -12251453.000000 Penalty: 3731.033203
	Iteration 42Q: 3 clusters Score -1.225145e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 81116 members 
Entering Unmasked Estep 
Score: -12251509.000000 Penalty: 3731.033203
	Iteration 43Q: 3 clusters Score -1.225151e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 81415 members 
Entering Unmasked Estep 
Score: -12251532.000000 Penalty: 3731.033203
	Iteration 44Q: 3 clusters Score -1.225153e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 81709 members 
Entering Unmasked Estep 
Score: -12251605.000000 Penalty: 3731.033203
	Iteration 45Q: 3 clusters Score -1.22516e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 82006 members 
Entering Unmasked Estep 
Score: -12251649.000000 Penalty: 3731.033203
	Iteration 46Q: 3 clusters Score -1.225165e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 82320 members 
Entering Unmasked Estep 
Score: -12251691.000000 Penalty: 3731.033203
	Iteration 47Q: 3 clusters Score -1.225169e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 82613 members 
Entering Unmasked Estep 
Score: -12251749.000000 Penalty: 3731.033203
	Iteration 48Q: 3 clusters Score -1.225175e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 82903 members 
Entering Unmasked Estep 
Score: -12251782.000000 Penalty: 3731.033203
	Iteration 49Q: 3 clusters Score -1.225178e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 83177 members 
Entering Unmasked Estep 
Score: -12251815.000000 Penalty: 3731.033203
	Iteration 50Q: 3 clusters Score -1.225182e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 83462 members 
Entering Unmasked Estep 
Score: -12251850.000000 Penalty: 3731.033203
	Iteration 51Q: 3 clusters Score -1.225185e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 83724 members 
Entering Unmasked Estep 
Score: -12251928.000000 Penalty: 3731.033203
	Iteration 52Q: 3 clusters Score -1.225193e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 84010 members 
Entering Unmasked Estep 
Score: -12251981.000000 Penalty: 3731.033203
	Iteration 53Q: 3 clusters Score -1.225198e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 84291 members 
Entering Unmasked Estep 
Score: -12252001.000000 Penalty: 3731.033203
	Iteration 54Q: 3 clusters Score -1.2252e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 84570 members 
Entering Unmasked Estep 
Score: -12252101.000000 Penalty: 3731.033203
	Iteration 55Q: 3 clusters Score -1.22521e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 84865 members 
Entering Unmasked Estep 
Score: -12252189.000000 Penalty: 3731.033203
	Iteration 56Q: 3 clusters Score -1.225219e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 85184 members 
Entering Unmasked Estep 
Score: -12252255.000000 Penalty: 3731.033203
	Iteration 57Q: 3 clusters Score -1.225226e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 85478 members 
Entering Unmasked Estep 
Score: -12252342.000000 Penalty: 3731.033203
	Iteration 58Q: 3 clusters Score -1.225234e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 85757 members 
Entering Unmasked Estep 
Score: -12252379.000000 Penalty: 3731.033203
	Iteration 59Q: 3 clusters Score -1.225238e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 86033 members 
Entering Unmasked Estep 
Score: -12252431.000000 Penalty: 3731.033203
	Iteration 60F: 3 clusters Score -1.225243e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 86310 members 
Entering Unmasked Estep 
Score: -12252494.000000 Penalty: 3731.033203
	Iteration 61Q: 3 clusters Score -1.225249e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 86567 members 
Entering Unmasked Estep 
Score: -12252502.000000 Penalty: 3731.033203
	Iteration 62Q: 3 clusters Score -1.22525e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 86803 members 
Entering Unmasked Estep 
Score: -12252575.000000 Penalty: 3731.033203
	Iteration 63Q: 3 clusters Score -1.225258e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 87029 members 
Entering Unmasked Estep 
Score: -12252605.000000 Penalty: 3731.033203
	Iteration 64Q: 3 clusters Score -1.22526e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 87279 members 
Entering Unmasked Estep 
Score: -12252685.000000 Penalty: 3731.033203
	Iteration 65Q: 3 clusters Score -1.225268e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 87543 members 
Entering Unmasked Estep 
Score: -12252767.000000 Penalty: 3731.033203
	Iteration 66Q: 3 clusters Score -1.225277e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 87818 members 
Entering Unmasked Estep 
Score: -12252800.000000 Penalty: 3731.033203
	Iteration 67Q: 3 clusters Score -1.22528e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 88106 members 
Entering Unmasked Estep 
Score: -12252918.000000 Penalty: 3731.033203
	Iteration 68Q: 3 clusters Score -1.225292e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 88414 members 
Entering Unmasked Estep 
Score: -12253051.000000 Penalty: 3731.033203
	Iteration 69Q: 3 clusters Score -1.225305e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 88730 members 
Entering Unmasked Estep 
Score: -12253145.000000 Penalty: 3731.033203
	Iteration 70Q: 3 clusters Score -1.225314e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 89055 members 
Entering Unmasked Estep 
Score: -12253222.000000 Penalty: 3731.033203
	Iteration 71Q: 3 clusters Score -1.225322e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 89378 members 
Entering Unmasked Estep 
Score: -12253278.000000 Penalty: 3731.033203
	Iteration 72Q: 3 clusters Score -1.225328e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 89665 members 
Entering Unmasked Estep 
Score: -12253371.000000 Penalty: 3731.033203
	Iteration 73Q: 3 clusters Score -1.225337e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 89948 members 
Entering Unmasked Estep 
Score: -12253481.000000 Penalty: 3731.033203
	Iteration 74Q: 3 clusters Score -1.225348e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 90267 members 
Entering Unmasked Estep 
Score: -12253630.000000 Penalty: 3731.033203
	Iteration 75Q: 3 clusters Score -1.225363e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 90596 members 
Entering Unmasked Estep 
Score: -12253794.000000 Penalty: 3731.033203
	Iteration 76Q: 3 clusters Score -1.225379e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 90901 members 
Entering Unmasked Estep 
Score: -12253875.000000 Penalty: 3731.033203
	Iteration 77Q: 3 clusters Score -1.225388e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 91185 members 
Entering Unmasked Estep 
Score: -12254002.000000 Penalty: 3731.033203
	Iteration 78Q: 3 clusters Score -1.2254e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 91467 members 
Entering Unmasked Estep 
Score: -12254141.000000 Penalty: 3731.033203
	Iteration 79Q: 3 clusters Score -1.225414e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 91762 members 
Entering Unmasked Estep 
Score: -12254249.000000 Penalty: 3731.033203
	Iteration 80F: 3 clusters Score -1.225425e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 92067 members 
Entering Unmasked Estep 
Score: -12254343.000000 Penalty: 3731.033203
	Iteration 81Q: 3 clusters Score -1.225434e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 92373 members 
Entering Unmasked Estep 
Score: -12254435.000000 Penalty: 3731.033203
	Iteration 82Q: 3 clusters Score -1.225444e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 92670 members 
Entering Unmasked Estep 
Score: -12254521.000000 Penalty: 3731.033203
	Iteration 83Q: 3 clusters Score -1.225452e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 92932 members 
Entering Unmasked Estep 
Score: -12254568.000000 Penalty: 3731.033203
	Iteration 84Q: 3 clusters Score -1.225457e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 93223 members 
Entering Unmasked Estep 
Score: -12254658.000000 Penalty: 3731.033203
	Iteration 85Q: 3 clusters Score -1.225466e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 93503 members 
Entering Unmasked Estep 
Score: -12254693.000000 Penalty: 3731.033203
	Iteration 86Q: 3 clusters Score -1.225469e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 93773 members 
Entering Unmasked Estep 
Score: -12254748.000000 Penalty: 3731.033203
	Iteration 87Q: 3 clusters Score -1.225475e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 94021 members 
Entering Unmasked Estep 
Score: -12254829.000000 Penalty: 3731.033203
	Iteration 88Q: 3 clusters Score -1.225483e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 94262 members 
Entering Unmasked Estep 
Score: -12254853.000000 Penalty: 3731.033203
	Iteration 89Q: 3 clusters Score -1.225485e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 94484 members 
Entering Unmasked Estep 
Score: -12254909.000000 Penalty: 3731.033203
	Iteration 90Q: 3 clusters Score -1.225491e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 94687 members 
Entering Unmasked Estep 
Score: -12254899.000000 Penalty: 3731.033203
	Iteration 91Q: 3 clusters Score -1.22549e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 94879 members 
Entering Unmasked Estep 
Score: -12254898.000000 Penalty: 3731.033203
	Iteration 92Q: 3 clusters Score -1.22549e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 95053 members 
Entering Unmasked Estep 
Score: -12254860.000000 Penalty: 3731.033203
	Iteration 93Q: 3 clusters Score -1.225486e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 95195 members 
Entering Unmasked Estep 
Score: -12254864.000000 Penalty: 3731.033203
	Iteration 94Q: 3 clusters Score -1.225486e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 95314 members 
Entering Unmasked Estep 
Score: -12254851.000000 Penalty: 3731.033203
	Iteration 95Q: 3 clusters Score -1.225485e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 95422 members 
Entering Unmasked Estep 
Score: -12254847.000000 Penalty: 3731.033203
	Iteration 96Q: 3 clusters Score -1.225485e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 95535 members 
Entering Unmasked Estep 
Score: -12254835.000000 Penalty: 3731.033203
	Iteration 97Q: 3 clusters Score -1.225484e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 95626 members 
Entering Unmasked Estep 
Score: -12254826.000000 Penalty: 3731.033203
	Iteration 98Q: 3 clusters Score -1.225483e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 95696 members 
Entering Unmasked Estep 
Score: -12254810.000000 Penalty: 3731.033203
	Iteration 99Q: 3 clusters Score -1.225481e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 95763 members 
Entering Unmasked Estep 
Score: -12254810.000000 Penalty: 3731.033203
	Iteration 100F: 3 clusters Score -1.225481e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 95830 members 
Entering Unmasked Estep 
Score: -12254787.000000 Penalty: 3731.033203
	Iteration 101Q: 3 clusters Score -1.225479e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 95878 members 
Entering Unmasked Estep 
Score: -12254761.000000 Penalty: 3731.033203
	Iteration 102Q: 3 clusters Score -1.225476e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 95923 members 
Entering Unmasked Estep 
Score: -12254754.000000 Penalty: 3731.033203
	Iteration 103Q: 3 clusters Score -1.225475e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 95966 members 
Entering Unmasked Estep 
Score: -12254775.000000 Penalty: 3731.033203
	Iteration 104Q: 3 clusters Score -1.225478e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 96002 members 
Entering Unmasked Estep 
Score: -12254769.000000 Penalty: 3731.033203
	Iteration 105Q: 3 clusters Score -1.225477e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 96026 members 
Entering Unmasked Estep 
Score: -12254778.000000 Penalty: 3731.033203
	Iteration 106Q: 3 clusters Score -1.225478e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 96042 members 
Entering Unmasked Estep 
Score: -12254775.000000 Penalty: 3731.033203
	Iteration 107Q: 3 clusters Score -1.225478e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 96060 members 
Entering Unmasked Estep 
Score: -12254756.000000 Penalty: 3731.033203
	Iteration 108Q: 3 clusters Score -1.225476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 96066 members 
Entering Unmasked Estep 
Score: -12254759.000000 Penalty: 3731.033203
	Iteration 109Q: 3 clusters Score -1.225476e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 96072 members 
Entering Unmasked Estep 
Score: -12254751.000000 Penalty: 3731.033203
	Iteration 110Q: 3 clusters Score -1.225475e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 96079 members 
Entering Unmasked Estep 
Score: -12254758.000000 Penalty: 3731.033203
	Iteration 111Q: 3 clusters Score -1.225476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 96086 members 
Entering Unmasked Estep 
Score: -12254743.000000 Penalty: 3731.033203
	Iteration 112Q: 3 clusters Score -1.225474e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 96093 members 
Entering Unmasked Estep 
Score: -12254734.000000 Penalty: 3731.033203
	Iteration 113Q: 3 clusters Score -1.225473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 96095 members 
Entering Unmasked Estep 
Score: -12254739.000000 Penalty: 3731.033203
	Iteration 114Q: 3 clusters Score -1.225474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 96097 members 
Entering Unmasked Estep 
Score: -12254739.000000 Penalty: 3731.033203
	Iteration 115Q: 3 clusters Score -1.225474e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 96101 members 
Entering Unmasked Estep 
Score: -12254735.000000 Penalty: 3731.033203
	Iteration 116Q: 3 clusters Score -1.225474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 96110 members 
Entering Unmasked Estep 
Score: -12254735.000000 Penalty: 3731.033203
	Iteration 117Q: 3 clusters Score -1.225474e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 96117 members 
Entering Unmasked Estep 
Score: -12254733.000000 Penalty: 3731.033203
	Iteration 118Q: 3 clusters Score -1.225473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 96124 members 
Entering Unmasked Estep 
Score: -12254730.000000 Penalty: 3731.033203
	Iteration 119Q: 3 clusters Score -1.225473e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 96135 members 
Entering Unmasked Estep 
Score: -12254737.000000 Penalty: 3731.033203
	Iteration 120F: 3 clusters Score -1.225474e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 96142 members 
Entering Unmasked Estep 
Score: -12254738.000000 Penalty: 3731.033203
	Iteration 121Q: 3 clusters Score -1.225474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 96147 members 
Entering Unmasked Estep 
Score: -12254740.000000 Penalty: 3731.033203
	Iteration 122Q: 3 clusters Score -1.225474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 96151 members 
Entering Unmasked Estep 
Score: -12254731.000000 Penalty: 3731.033203
	Iteration 123Q: 3 clusters Score -1.225473e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 96152 members 
Entering Unmasked Estep 
Score: -12254729.000000 Penalty: 3731.033203
	Iteration 124Q: 3 clusters Score -1.225473e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 96153 members 
Entering Unmasked Estep 
Score: -12254733.000000 Penalty: 3731.033203
	Iteration 125Q: 3 clusters Score -1.225473e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 96153 members 
Entering Unmasked Estep 
Score: -12254733.000000 Penalty: 3731.033203
	Iteration 126F: 3 clusters Score -1.225473e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -113240.132812 Penalty: 1140.781006
	Iteration 0F: 2 clusters Score -113240.1 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 571 members 
Entering Unmasked Estep 
Score: -111778.687500 Penalty: 2281.562012
	Iteration 0F: 3 clusters Score -111778.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -112262.234375 Penalty: 2281.562012
	Iteration 1F: 3 clusters Score -112262.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -112455.445312 Penalty: 2281.562012
	Iteration 2F: 3 clusters Score -112455.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -112681.218750 Penalty: 2281.562012
	Iteration 3F: 3 clusters Score -112681.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -112904.914062 Penalty: 2281.562012
	Iteration 4F: 3 clusters Score -112904.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -113110.453125 Penalty: 2281.562012
	Iteration 5F: 3 clusters Score -113110.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -113349.625000 Penalty: 2281.562012
	Iteration 6F: 3 clusters Score -113349.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -113517.140625 Penalty: 2281.562012
	Iteration 7Q: 3 clusters Score -113517.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -113574.265625 Penalty: 2281.562012
	Iteration 8Q: 3 clusters Score -113574.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -113627.031250 Penalty: 2281.562012
	Iteration 9Q: 3 clusters Score -113627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -113669.703125 Penalty: 2281.562012
	Iteration 10Q: 3 clusters Score -113669.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -113700.484375 Penalty: 2281.562012
	Iteration 11Q: 3 clusters Score -113700.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -113724.054688 Penalty: 2281.562012
	Iteration 12Q: 3 clusters Score -113724.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -113730.828125 Penalty: 2281.562012
	Iteration 13Q: 3 clusters Score -113730.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -113735.140625 Penalty: 2281.562012
	Iteration 14Q: 3 clusters Score -113735.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -113735.140625 Penalty: 2281.562012
	Iteration 15F: 3 clusters Score -113735.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 99126 members 
Mstep: Class 2 contains 11341 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 124098 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 74063 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 105415 members 
Mstep: Class 12 contains 99349 members 
Mstep: Class 13 contains 96771 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68094 members 
Mstep: Class 17 contains 25248 members 
Mstep: Class 18 contains 14310 members 
Mstep: Class 19 contains 3183 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8748 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17743 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34531 members 
Mstep: Class 31 contains 43910 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17862 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Mstep: Class 41 contains 6091 members 
Mstep: Class 42 contains 545 members 
Entering Unmasked Estep 
Score: -111786072.000000 Penalty: 93710.203125
Splitting cluster 14 changes total score from -111785432.000000 to -111786072.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 15 (3185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Entering Unmasked Estep 
Score: -398899.218750 Penalty: 1310.758789
	Iteration 0F: 2 clusters Score -398899.2 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 1609 members 
Entering Unmasked Estep 
Score: -396086.031250 Penalty: 2621.517578
	Iteration 0F: 3 clusters Score -396086 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -396729.125000 Penalty: 2621.517578
	Iteration 1F: 3 clusters Score -396729.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -396863.843750 Penalty: 2621.517578
	Iteration 2F: 3 clusters Score -396863.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -396942.156250 Penalty: 2621.517578
	Iteration 3Q: 3 clusters Score -396942.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -397000.531250 Penalty: 2621.517578
	Iteration 4Q: 3 clusters Score -397000.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -397056.718750 Penalty: 2621.517578
	Iteration 5Q: 3 clusters Score -397056.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -397100.156250 Penalty: 2621.517578
	Iteration 6Q: 3 clusters Score -397100.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -397134.750000 Penalty: 2621.517578
	Iteration 7Q: 3 clusters Score -397134.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -397168.312500 Penalty: 2621.517578
	Iteration 8Q: 3 clusters Score -397168.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -397195.156250 Penalty: 2621.517578
	Iteration 9Q: 3 clusters Score -397195.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -397220.656250 Penalty: 2621.517578
	Iteration 10Q: 3 clusters Score -397220.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -397247.156250 Penalty: 2621.517578
	Iteration 11Q: 3 clusters Score -397247.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -397267.343750 Penalty: 2621.517578
	Iteration 12Q: 3 clusters Score -397267.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -397283.625000 Penalty: 2621.517578
	Iteration 13Q: 3 clusters Score -397283.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -397299.718750 Penalty: 2621.517578
	Iteration 14Q: 3 clusters Score -397299.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -397321.906250 Penalty: 2621.517578
	Iteration 15Q: 3 clusters Score -397321.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -397339.906250 Penalty: 2621.517578
	Iteration 16Q: 3 clusters Score -397339.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -397352.968750 Penalty: 2621.517578
	Iteration 17Q: 3 clusters Score -397353 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -397369.406250 Penalty: 2621.517578
	Iteration 18Q: 3 clusters Score -397369.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -397388.250000 Penalty: 2621.517578
	Iteration 19Q: 3 clusters Score -397388.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -397401.906250 Penalty: 2621.517578
	Iteration 20F: 3 clusters Score -397401.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -397414.062500 Penalty: 2621.517578
	Iteration 21Q: 3 clusters Score -397414.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -397423.437500 Penalty: 2621.517578
	Iteration 22Q: 3 clusters Score -397423.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -397439.093750 Penalty: 2621.517578
	Iteration 23Q: 3 clusters Score -397439.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -397446.562500 Penalty: 2621.517578
	Iteration 24Q: 3 clusters Score -397446.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -397454.750000 Penalty: 2621.517578
	Iteration 25Q: 3 clusters Score -397454.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -397461.125000 Penalty: 2621.517578
	Iteration 26Q: 3 clusters Score -397461.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -397470.718750 Penalty: 2621.517578
	Iteration 27Q: 3 clusters Score -397470.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -397478.375000 Penalty: 2621.517578
	Iteration 28Q: 3 clusters Score -397478.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -397484.218750 Penalty: 2621.517578
	Iteration 29Q: 3 clusters Score -397484.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -397490.031250 Penalty: 2621.517578
	Iteration 30Q: 3 clusters Score -397490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -397494.343750 Penalty: 2621.517578
	Iteration 31Q: 3 clusters Score -397494.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -397501.187500 Penalty: 2621.517578
	Iteration 32Q: 3 clusters Score -397501.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -397509.593750 Penalty: 2621.517578
	Iteration 33Q: 3 clusters Score -397509.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -397517.062500 Penalty: 2621.517578
	Iteration 34Q: 3 clusters Score -397517.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -397524.562500 Penalty: 2621.517578
	Iteration 35Q: 3 clusters Score -397524.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -397533.968750 Penalty: 2621.517578
	Iteration 36Q: 3 clusters Score -397534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -397544.312500 Penalty: 2621.517578
	Iteration 37Q: 3 clusters Score -397544.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -397559.250000 Penalty: 2621.517578
	Iteration 38Q: 3 clusters Score -397559.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -397578.531250 Penalty: 2621.517578
	Iteration 39Q: 3 clusters Score -397578.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -397590.500000 Penalty: 2621.517578
	Iteration 40F: 3 clusters Score -397590.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -397600.343750 Penalty: 2621.517578
	Iteration 41Q: 3 clusters Score -397600.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -397608.375000 Penalty: 2621.517578
	Iteration 42Q: 3 clusters Score -397608.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -397627.968750 Penalty: 2621.517578
	Iteration 43Q: 3 clusters Score -397628 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -397652.406250 Penalty: 2621.517578
	Iteration 44Q: 3 clusters Score -397652.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -397682.093750 Penalty: 2621.517578
	Iteration 45Q: 3 clusters Score -397682.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -397706.562500 Penalty: 2621.517578
	Iteration 46Q: 3 clusters Score -397706.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -397731.843750 Penalty: 2621.517578
	Iteration 47Q: 3 clusters Score -397731.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -397749.031250 Penalty: 2621.517578
	Iteration 48Q: 3 clusters Score -397749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -397760.812500 Penalty: 2621.517578
	Iteration 49Q: 3 clusters Score -397760.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -397772.218750 Penalty: 2621.517578
	Iteration 50Q: 3 clusters Score -397772.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -397779.781250 Penalty: 2621.517578
	Iteration 51Q: 3 clusters Score -397779.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -397782.906250 Penalty: 2621.517578
	Iteration 52Q: 3 clusters Score -397782.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -397786.218750 Penalty: 2621.517578
	Iteration 53Q: 3 clusters Score -397786.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -397791.625000 Penalty: 2621.517578
	Iteration 54Q: 3 clusters Score -397791.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -397796.687500 Penalty: 2621.517578
	Iteration 55Q: 3 clusters Score -397796.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -397799.875000 Penalty: 2621.517578
	Iteration 56Q: 3 clusters Score -397799.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -397803.562500 Penalty: 2621.517578
	Iteration 57Q: 3 clusters Score -397803.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -397809.812500 Penalty: 2621.517578
	Iteration 58Q: 3 clusters Score -397809.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -397816.406250 Penalty: 2621.517578
	Iteration 59Q: 3 clusters Score -397816.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -397824.937500 Penalty: 2621.517578
	Iteration 60F: 3 clusters Score -397824.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -397830.562500 Penalty: 2621.517578
	Iteration 61Q: 3 clusters Score -397830.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -397834.562500 Penalty: 2621.517578
	Iteration 62Q: 3 clusters Score -397834.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -397837.906250 Penalty: 2621.517578
	Iteration 63Q: 3 clusters Score -397837.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -397841.531250 Penalty: 2621.517578
	Iteration 64Q: 3 clusters Score -397841.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -397844.062500 Penalty: 2621.517578
	Iteration 65Q: 3 clusters Score -397844.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -397846.687500 Penalty: 2621.517578
	Iteration 66Q: 3 clusters Score -397846.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -397850.406250 Penalty: 2621.517578
	Iteration 67Q: 3 clusters Score -397850.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -397851.468750 Penalty: 2621.517578
	Iteration 68Q: 3 clusters Score -397851.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -397854.125000 Penalty: 2621.517578
	Iteration 69Q: 3 clusters Score -397854.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -397857.656250 Penalty: 2621.517578
	Iteration 70Q: 3 clusters Score -397857.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -397860.750000 Penalty: 2621.517578
	Iteration 71Q: 3 clusters Score -397860.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -397862.812500 Penalty: 2621.517578
	Iteration 72Q: 3 clusters Score -397862.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -397864.250000 Penalty: 2621.517578
	Iteration 73Q: 3 clusters Score -397864.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -397865.812500 Penalty: 2621.517578
	Iteration 74Q: 3 clusters Score -397865.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -397868.656250 Penalty: 2621.517578
	Iteration 75Q: 3 clusters Score -397868.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -397869.718750 Penalty: 2621.517578
	Iteration 76Q: 3 clusters Score -397869.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -397869.500000 Penalty: 2621.517578
	Iteration 77Q: 3 clusters Score -397869.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -397869.500000 Penalty: 2621.517578
	Iteration 78F: 3 clusters Score -397869.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68094 members 
Entering Unmasked Estep 
Score: -8464979.000000 Penalty: 1808.404663
	Iteration 0F: 2 clusters Score -8464979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -8419018.000000 Penalty: 3616.809326
	Iteration 0F: 3 clusters Score -8419018 nChanged 32411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -8437884.000000 Penalty: 3616.809326
	Iteration 1F: 3 clusters Score -8437884 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -8438618.000000 Penalty: 3616.809326
	Iteration 2Q: 3 clusters Score -8438618 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -8439422.000000 Penalty: 3616.809326
	Iteration 3Q: 3 clusters Score -8439422 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -8440319.000000 Penalty: 3616.809326
	Iteration 4Q: 3 clusters Score -8440319 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -8441643.000000 Penalty: 3616.809326
	Iteration 5Q: 3 clusters Score -8441643 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -8443514.000000 Penalty: 3616.809326
	Iteration 6F: 3 clusters Score -8443514 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -8446043.000000 Penalty: 3616.809326
	Iteration 7F: 3 clusters Score -8446043 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -8449200.000000 Penalty: 3616.809326
	Iteration 8F: 3 clusters Score -8449200 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -8452549.000000 Penalty: 3616.809326
	Iteration 9F: 3 clusters Score -8452549 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47817 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -8454833.000000 Penalty: 3616.809326
	Iteration 10F: 3 clusters Score -8454833 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49120 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -8456050.000000 Penalty: 3616.809326
	Iteration 11Q: 3 clusters Score -8456050 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50319 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -8456838.000000 Penalty: 3616.809326
	Iteration 12Q: 3 clusters Score -8456838 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51453 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -8457452.000000 Penalty: 3616.809326
	Iteration 13Q: 3 clusters Score -8457452 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52531 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -8457949.000000 Penalty: 3616.809326
	Iteration 14Q: 3 clusters Score -8457949 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53564 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -8458337.000000 Penalty: 3616.809326
	Iteration 15Q: 3 clusters Score -8458337 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54557 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -8458744.000000 Penalty: 3616.809326
	Iteration 16Q: 3 clusters Score -8458744 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55518 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -8459160.000000 Penalty: 3616.809326
	Iteration 17Q: 3 clusters Score -8459160 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56509 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -8459568.000000 Penalty: 3616.809326
	Iteration 18Q: 3 clusters Score -8459568 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57454 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -8459978.000000 Penalty: 3616.809326
	Iteration 19Q: 3 clusters Score -8459978 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -8460314.000000 Penalty: 3616.809326
	Iteration 20F: 3 clusters Score -8460314 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59156 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -8460666.000000 Penalty: 3616.809326
	Iteration 21Q: 3 clusters Score -8460666 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59933 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -8461060.000000 Penalty: 3616.809326
	Iteration 22Q: 3 clusters Score -8461060 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60717 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -8461462.000000 Penalty: 3616.809326
	Iteration 23Q: 3 clusters Score -8461462 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61428 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -8461818.000000 Penalty: 3616.809326
	Iteration 24Q: 3 clusters Score -8461818 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62040 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -8462153.000000 Penalty: 3616.809326
	Iteration 25Q: 3 clusters Score -8462153 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62560 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -8462507.000000 Penalty: 3616.809326
	Iteration 26Q: 3 clusters Score -8462507 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63011 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -8462810.000000 Penalty: 3616.809326
	Iteration 27Q: 3 clusters Score -8462810 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63394 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -8463080.000000 Penalty: 3616.809326
	Iteration 28Q: 3 clusters Score -8463080 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63720 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -8463329.000000 Penalty: 3616.809326
	Iteration 29Q: 3 clusters Score -8463329 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63978 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -8463516.000000 Penalty: 3616.809326
	Iteration 30Q: 3 clusters Score -8463516 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64167 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -8463658.000000 Penalty: 3616.809326
	Iteration 31Q: 3 clusters Score -8463658 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64346 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -8463768.000000 Penalty: 3616.809326
	Iteration 32Q: 3 clusters Score -8463768 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64480 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -8463813.000000 Penalty: 3616.809326
	Iteration 33Q: 3 clusters Score -8463813 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64605 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -8463862.000000 Penalty: 3616.809326
	Iteration 34Q: 3 clusters Score -8463862 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64705 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -8463900.000000 Penalty: 3616.809326
	Iteration 35Q: 3 clusters Score -8463900 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64801 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -8463920.000000 Penalty: 3616.809326
	Iteration 36Q: 3 clusters Score -8463920 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64884 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -8463924.000000 Penalty: 3616.809326
	Iteration 37Q: 3 clusters Score -8463924 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64971 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -8463951.000000 Penalty: 3616.809326
	Iteration 38Q: 3 clusters Score -8463951 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65045 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -8463974.000000 Penalty: 3616.809326
	Iteration 39Q: 3 clusters Score -8463974 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65111 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -8464002.000000 Penalty: 3616.809326
	Iteration 40F: 3 clusters Score -8464002 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65147 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -8464025.000000 Penalty: 3616.809326
	Iteration 41Q: 3 clusters Score -8464025 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65186 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -8464030.000000 Penalty: 3616.809326
	Iteration 42Q: 3 clusters Score -8464030 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65224 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -8464036.000000 Penalty: 3616.809326
	Iteration 43Q: 3 clusters Score -8464036 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65273 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -8464046.000000 Penalty: 3616.809326
	Iteration 44Q: 3 clusters Score -8464046 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65316 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -8464056.000000 Penalty: 3616.809326
	Iteration 45Q: 3 clusters Score -8464056 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65358 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -8464079.000000 Penalty: 3616.809326
	Iteration 46Q: 3 clusters Score -8464079 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65395 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -8464067.000000 Penalty: 3616.809326
	Iteration 47Q: 3 clusters Score -8464067 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65421 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -8464077.000000 Penalty: 3616.809326
	Iteration 48Q: 3 clusters Score -8464077 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65445 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -8464071.000000 Penalty: 3616.809326
	Iteration 49Q: 3 clusters Score -8464071 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65471 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -8464072.000000 Penalty: 3616.809326
	Iteration 50Q: 3 clusters Score -8464072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65505 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -8464063.000000 Penalty: 3616.809326
	Iteration 51Q: 3 clusters Score -8464063 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65530 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -8464076.000000 Penalty: 3616.809326
	Iteration 52Q: 3 clusters Score -8464076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65557 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -8464078.000000 Penalty: 3616.809326
	Iteration 53Q: 3 clusters Score -8464078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65585 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -8464087.000000 Penalty: 3616.809326
	Iteration 54Q: 3 clusters Score -8464087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65608 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -8464092.000000 Penalty: 3616.809326
	Iteration 55Q: 3 clusters Score -8464092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65625 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -8464090.000000 Penalty: 3616.809326
	Iteration 56Q: 3 clusters Score -8464090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65641 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -8464099.000000 Penalty: 3616.809326
	Iteration 57Q: 3 clusters Score -8464099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65652 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -8464097.000000 Penalty: 3616.809326
	Iteration 58Q: 3 clusters Score -8464097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65663 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -8464106.000000 Penalty: 3616.809326
	Iteration 59Q: 3 clusters Score -8464106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65677 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -8464104.000000 Penalty: 3616.809326
	Iteration 60F: 3 clusters Score -8464104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65693 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -8464123.000000 Penalty: 3616.809326
	Iteration 61Q: 3 clusters Score -8464123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65709 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -8464118.000000 Penalty: 3616.809326
	Iteration 62Q: 3 clusters Score -8464118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65721 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -8464125.000000 Penalty: 3616.809326
	Iteration 63Q: 3 clusters Score -8464125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65730 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -8464126.000000 Penalty: 3616.809326
	Iteration 64Q: 3 clusters Score -8464126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65738 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -8464126.000000 Penalty: 3616.809326
	Iteration 65Q: 3 clusters Score -8464126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65741 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -8464125.000000 Penalty: 3616.809326
	Iteration 66Q: 3 clusters Score -8464125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65744 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -8464127.000000 Penalty: 3616.809326
	Iteration 67Q: 3 clusters Score -8464127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65748 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -8464132.000000 Penalty: 3616.809326
	Iteration 68Q: 3 clusters Score -8464132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65753 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -8464131.000000 Penalty: 3616.809326
	Iteration 69Q: 3 clusters Score -8464131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65757 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -8464136.000000 Penalty: 3616.809326
	Iteration 70Q: 3 clusters Score -8464136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65757 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -8464136.000000 Penalty: 3616.809326
	Iteration 71F: 3 clusters Score -8464136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Entering Unmasked Estep 
Score: -3117142.000000 Penalty: 1647.181641
	Iteration 0F: 2 clusters Score -3117142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -3100058.250000 Penalty: 3294.363281
	Iteration 0F: 3 clusters Score -3100058 nChanged 11514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -3106478.250000 Penalty: 3294.363281
	Iteration 1F: 3 clusters Score -3106478 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -3106836.500000 Penalty: 3294.363281
	Iteration 2Q: 3 clusters Score -3106836 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -3107223.250000 Penalty: 3294.363281
	Iteration 3Q: 3 clusters Score -3107223 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -3107668.500000 Penalty: 3294.363281
	Iteration 4Q: 3 clusters Score -3107668 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -3108225.250000 Penalty: 3294.363281
	Iteration 5Q: 3 clusters Score -3108225 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -3108990.000000 Penalty: 3294.363281
	Iteration 6F: 3 clusters Score -3108990 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -3109918.000000 Penalty: 3294.363281
	Iteration 7F: 3 clusters Score -3109918 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -3111049.000000 Penalty: 3294.363281
	Iteration 8F: 3 clusters Score -3111049 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -3112175.000000 Penalty: 3294.363281
	Iteration 9F: 3 clusters Score -3112175 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -3113184.500000 Penalty: 3294.363281
	Iteration 10Q: 3 clusters Score -3113184 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -3113992.750000 Penalty: 3294.363281
	Iteration 11Q: 3 clusters Score -3113993 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -3114561.000000 Penalty: 3294.363281
	Iteration 12Q: 3 clusters Score -3114561 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -3114895.750000 Penalty: 3294.363281
	Iteration 13Q: 3 clusters Score -3114896 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -3115105.500000 Penalty: 3294.363281
	Iteration 14Q: 3 clusters Score -3115106 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -3115252.750000 Penalty: 3294.363281
	Iteration 15Q: 3 clusters Score -3115253 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -3115363.750000 Penalty: 3294.363281
	Iteration 16Q: 3 clusters Score -3115364 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -3115426.750000 Penalty: 3294.363281
	Iteration 17Q: 3 clusters Score -3115427 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -3115483.750000 Penalty: 3294.363281
	Iteration 18Q: 3 clusters Score -3115484 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -3115538.500000 Penalty: 3294.363281
	Iteration 19Q: 3 clusters Score -3115538 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -3115582.750000 Penalty: 3294.363281
	Iteration 20F: 3 clusters Score -3115583 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -3115612.750000 Penalty: 3294.363281
	Iteration 21Q: 3 clusters Score -3115613 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -3115629.500000 Penalty: 3294.363281
	Iteration 22Q: 3 clusters Score -3115630 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -3115653.250000 Penalty: 3294.363281
	Iteration 23Q: 3 clusters Score -3115653 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -3115665.750000 Penalty: 3294.363281
	Iteration 24Q: 3 clusters Score -3115666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -3115677.500000 Penalty: 3294.363281
	Iteration 25Q: 3 clusters Score -3115678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -3115681.500000 Penalty: 3294.363281
	Iteration 26Q: 3 clusters Score -3115682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -3115691.250000 Penalty: 3294.363281
	Iteration 27Q: 3 clusters Score -3115691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -3115690.250000 Penalty: 3294.363281
	Iteration 28Q: 3 clusters Score -3115690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -3115691.500000 Penalty: 3294.363281
	Iteration 29Q: 3 clusters Score -3115692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -3115696.250000 Penalty: 3294.363281
	Iteration 30Q: 3 clusters Score -3115696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -3115696.750000 Penalty: 3294.363281
	Iteration 31Q: 3 clusters Score -3115697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -3115703.250000 Penalty: 3294.363281
	Iteration 32Q: 3 clusters Score -3115703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -3115707.750000 Penalty: 3294.363281
	Iteration 33Q: 3 clusters Score -3115708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -3115708.250000 Penalty: 3294.363281
	Iteration 34Q: 3 clusters Score -3115708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -3115709.250000 Penalty: 3294.363281
	Iteration 35Q: 3 clusters Score -3115709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -3115709.250000 Penalty: 3294.363281
	Iteration 36Q: 3 clusters Score -3115709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -3115708.750000 Penalty: 3294.363281
	Iteration 37Q: 3 clusters Score -3115709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -3115708.750000 Penalty: 3294.363281
	Iteration 38F: 3 clusters Score -3115709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Entering Unmasked Estep 
Score: -1784677.125000 Penalty: 1554.916016
	Iteration 0F: 2 clusters Score -1784677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1774672.125000 Penalty: 3109.832031
	Iteration 0F: 3 clusters Score -1774672 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1778140.375000 Penalty: 3109.832031
	Iteration 1F: 3 clusters Score -1778140 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1778496.000000 Penalty: 3109.832031
	Iteration 2F: 3 clusters Score -1778496 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1779029.000000 Penalty: 3109.832031
	Iteration 3F: 3 clusters Score -1779029 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1779816.875000 Penalty: 3109.832031
	Iteration 4F: 3 clusters Score -1779817 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1780666.875000 Penalty: 3109.832031
	Iteration 5F: 3 clusters Score -1780667 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1781556.125000 Penalty: 3109.832031
	Iteration 6F: 3 clusters Score -1781556 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1782333.750000 Penalty: 3109.832031
	Iteration 7F: 3 clusters Score -1782334 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1782923.000000 Penalty: 3109.832031
	Iteration 8F: 3 clusters Score -1782923 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1783333.875000 Penalty: 3109.832031
	Iteration 9Q: 3 clusters Score -1783334 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1783621.625000 Penalty: 3109.832031
	Iteration 10Q: 3 clusters Score -1783622 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1783810.875000 Penalty: 3109.832031
	Iteration 11Q: 3 clusters Score -1783811 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1783922.750000 Penalty: 3109.832031
	Iteration 12Q: 3 clusters Score -1783923 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1784000.875000 Penalty: 3109.832031
	Iteration 13Q: 3 clusters Score -1784001 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1784053.875000 Penalty: 3109.832031
	Iteration 14Q: 3 clusters Score -1784054 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1784084.000000 Penalty: 3109.832031
	Iteration 15Q: 3 clusters Score -1784084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -1784107.750000 Penalty: 3109.832031
	Iteration 16Q: 3 clusters Score -1784108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1784115.875000 Penalty: 3109.832031
	Iteration 17Q: 3 clusters Score -1784116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1784127.000000 Penalty: 3109.832031
	Iteration 18Q: 3 clusters Score -1784127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1784136.250000 Penalty: 3109.832031
	Iteration 19Q: 3 clusters Score -1784136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1784139.500000 Penalty: 3109.832031
	Iteration 20F: 3 clusters Score -1784140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1784143.500000 Penalty: 3109.832031
	Iteration 21Q: 3 clusters Score -1784144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1784142.500000 Penalty: 3109.832031
	Iteration 22Q: 3 clusters Score -1784142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1784143.875000 Penalty: 3109.832031
	Iteration 23Q: 3 clusters Score -1784144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1784144.250000 Penalty: 3109.832031
	Iteration 24Q: 3 clusters Score -1784144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1784144.250000 Penalty: 3109.832031
	Iteration 25F: 3 clusters Score -1784144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Entering Unmasked Estep 
Score: -369352.187500 Penalty: 1310.656616
	Iteration 0F: 2 clusters Score -369352.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -366526.625000 Penalty: 2621.313232
	Iteration 0F: 3 clusters Score -366526.6 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -367268.843750 Penalty: 2621.313232
	Iteration 1F: 3 clusters Score -367268.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -367431.906250 Penalty: 2621.313232
	Iteration 2F: 3 clusters Score -367431.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -367551.937500 Penalty: 2621.313232
	Iteration 3F: 3 clusters Score -367551.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -367643.843750 Penalty: 2621.313232
	Iteration 4Q: 3 clusters Score -367643.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -367733.312500 Penalty: 2621.313232
	Iteration 5Q: 3 clusters Score -367733.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -367818.843750 Penalty: 2621.313232
	Iteration 6Q: 3 clusters Score -367818.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -367937.593750 Penalty: 2621.313232
	Iteration 7Q: 3 clusters Score -367937.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -368074.781250 Penalty: 2621.313232
	Iteration 8Q: 3 clusters Score -368074.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -368165.406250 Penalty: 2621.313232
	Iteration 9Q: 3 clusters Score -368165.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -368240.656250 Penalty: 2621.313232
	Iteration 10Q: 3 clusters Score -368240.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -368297.812500 Penalty: 2621.313232
	Iteration 11Q: 3 clusters Score -368297.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -368342.468750 Penalty: 2621.313232
	Iteration 12Q: 3 clusters Score -368342.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -368379.312500 Penalty: 2621.313232
	Iteration 13Q: 3 clusters Score -368379.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -368410.656250 Penalty: 2621.313232
	Iteration 14Q: 3 clusters Score -368410.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -368432.968750 Penalty: 2621.313232
	Iteration 15Q: 3 clusters Score -368433 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -368451.187500 Penalty: 2621.313232
	Iteration 16Q: 3 clusters Score -368451.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -368469.750000 Penalty: 2621.313232
	Iteration 17Q: 3 clusters Score -368469.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -368479.968750 Penalty: 2621.313232
	Iteration 18Q: 3 clusters Score -368480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -368485.843750 Penalty: 2621.313232
	Iteration 19Q: 3 clusters Score -368485.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -368492.750000 Penalty: 2621.313232
	Iteration 20F: 3 clusters Score -368492.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -368497.312500 Penalty: 2621.313232
	Iteration 21Q: 3 clusters Score -368497.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -368499.531250 Penalty: 2621.313232
	Iteration 22Q: 3 clusters Score -368499.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -368501.187500 Penalty: 2621.313232
	Iteration 23Q: 3 clusters Score -368501.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -368502.093750 Penalty: 2621.313232
	Iteration 24Q: 3 clusters Score -368502.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -368502.093750 Penalty: 2621.313232
	Iteration 25F: 3 clusters Score -368502.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -45366.039062 Penalty: 979.595215
	Iteration 0F: 2 clusters Score -45366.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -44393.578125 Penalty: 1959.190430
	Iteration 0F: 3 clusters Score -44393.58 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44557.777344 Penalty: 1959.190430
	Iteration 1F: 3 clusters Score -44557.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44601.441406 Penalty: 1959.190430
	Iteration 2Q: 3 clusters Score -44601.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -44626.687500 Penalty: 1959.190430
	Iteration 3Q: 3 clusters Score -44626.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -44655.808594 Penalty: 1959.190430
	Iteration 4Q: 3 clusters Score -44655.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -44671.492188 Penalty: 1959.190430
	Iteration 5Q: 3 clusters Score -44671.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -44682.093750 Penalty: 1959.190430
	Iteration 6Q: 3 clusters Score -44682.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -44692.644531 Penalty: 1959.190430
	Iteration 7Q: 3 clusters Score -44692.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -44693.929688 Penalty: 1959.190430
	Iteration 8Q: 3 clusters Score -44693.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -44695.503906 Penalty: 1959.190430
	Iteration 9Q: 3 clusters Score -44695.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -44698.121094 Penalty: 1959.190430
	Iteration 10Q: 3 clusters Score -44698.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -44698.121094 Penalty: 1959.190430
	Iteration 11F: 3 clusters Score -44698.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Entering Unmasked Estep 
Score: -1080439.125000 Penalty: 1474.944214
	Iteration 0F: 2 clusters Score -1080439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1074070.125000 Penalty: 2949.888428
	Iteration 0F: 3 clusters Score -1074070 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1076087.250000 Penalty: 2949.888428
	Iteration 1F: 3 clusters Score -1076087 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1076449.250000 Penalty: 2949.888428
	Iteration 2F: 3 clusters Score -1076449 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1076801.375000 Penalty: 2949.888428
	Iteration 3F: 3 clusters Score -1076801 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1077124.875000 Penalty: 2949.888428
	Iteration 4F: 3 clusters Score -1077125 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1077500.875000 Penalty: 2949.888428
	Iteration 5F: 3 clusters Score -1077501 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1077931.500000 Penalty: 2949.888428
	Iteration 6F: 3 clusters Score -1077932 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1078368.125000 Penalty: 2949.888428
	Iteration 7F: 3 clusters Score -1078368 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1078737.375000 Penalty: 2949.888428
	Iteration 8Q: 3 clusters Score -1078737 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1078989.750000 Penalty: 2949.888428
	Iteration 9Q: 3 clusters Score -1078990 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1079135.000000 Penalty: 2949.888428
	Iteration 10Q: 3 clusters Score -1079135 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1079212.125000 Penalty: 2949.888428
	Iteration 11Q: 3 clusters Score -1079212 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1079256.875000 Penalty: 2949.888428
	Iteration 12Q: 3 clusters Score -1079257 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1079284.250000 Penalty: 2949.888428
	Iteration 13Q: 3 clusters Score -1079284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1079302.750000 Penalty: 2949.888428
	Iteration 14Q: 3 clusters Score -1079303 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1079322.750000 Penalty: 2949.888428
	Iteration 15Q: 3 clusters Score -1079323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1079335.250000 Penalty: 2949.888428
	Iteration 16Q: 3 clusters Score -1079335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1079351.500000 Penalty: 2949.888428
	Iteration 17Q: 3 clusters Score -1079352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1079356.000000 Penalty: 2949.888428
	Iteration 18Q: 3 clusters Score -1079356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1079360.000000 Penalty: 2949.888428
	Iteration 19Q: 3 clusters Score -1079360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1079366.250000 Penalty: 2949.888428
	Iteration 20F: 3 clusters Score -1079366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1079368.375000 Penalty: 2949.888428
	Iteration 21Q: 3 clusters Score -1079368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1079373.625000 Penalty: 2949.888428
	Iteration 22Q: 3 clusters Score -1079374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1079379.125000 Penalty: 2949.888428
	Iteration 23Q: 3 clusters Score -1079379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1079380.125000 Penalty: 2949.888428
	Iteration 24Q: 3 clusters Score -1079380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1079381.375000 Penalty: 2949.888428
	Iteration 25Q: 3 clusters Score -1079381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1079381.375000 Penalty: 2949.888428
	Iteration 26F: 3 clusters Score -1079381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -27619.662109 Penalty: 950.515259
	Iteration 0F: 2 clusters Score -27619.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26835.337891 Penalty: 1901.030518
	Iteration 0F: 3 clusters Score -26835.34 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27145.564453 Penalty: 1901.030518
	Iteration 1F: 3 clusters Score -27145.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27305.068359 Penalty: 1901.030518
	Iteration 2F: 3 clusters Score -27305.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -27515.945312 Penalty: 1901.030518
	Iteration 3F: 3 clusters Score -27515.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27670.992188 Penalty: 1901.030518
	Iteration 4F: 3 clusters Score -27670.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -27734.871094 Penalty: 1901.030518
	Iteration 5Q: 3 clusters Score -27734.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -27739.847656 Penalty: 1901.030518
	Iteration 6Q: 3 clusters Score -27739.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -27741.679688 Penalty: 1901.030518
	Iteration 7Q: 3 clusters Score -27741.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -27741.679688 Penalty: 1901.030518
	Iteration 8F: 3 clusters Score -27741.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 99126 members 
Mstep: Class 2 contains 11341 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 124098 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 74063 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 105415 members 
Mstep: Class 12 contains 99349 members 
Mstep: Class 13 contains 96771 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68094 members 
Mstep: Class 17 contains 25248 members 
Mstep: Class 18 contains 14310 members 
Mstep: Class 19 contains 3183 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8748 members 
Mstep: Class 22 contains 185 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17743 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34531 members 
Mstep: Class 31 contains 43910 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17862 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Mstep: Class 41 contains 6091 members 
Mstep: Class 42 contains 545 members 
Mstep: Class 43 contains 162 members 
Entering Unmasked Estep 
Score: -111784856.000000 Penalty: 95941.398438
Splitting cluster 22 changes total score from -111785432.000000 to -111784856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -64860.394531 Penalty: 1032.302246
	Iteration 0F: 2 clusters Score -64860.39 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 289 members 
Entering Unmasked Estep 
Score: -63784.265625 Penalty: 2064.604492
	Iteration 0F: 3 clusters Score -63784.27 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -64001.449219 Penalty: 2064.604492
	Iteration 1F: 3 clusters Score -64001.45 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -64177.812500 Penalty: 2064.604492
	Iteration 2F: 3 clusters Score -64177.81 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -64466.851562 Penalty: 2064.604492
	Iteration 3F: 3 clusters Score -64466.85 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -64708.203125 Penalty: 2064.604492
	Iteration 4F: 3 clusters Score -64708.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -64870.863281 Penalty: 2064.604492
	Iteration 5F: 3 clusters Score -64870.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -64932.812500 Penalty: 2064.604492
	Iteration 6Q: 3 clusters Score -64932.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -64951.589844 Penalty: 2064.604492
	Iteration 7Q: 3 clusters Score -64951.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -64957.234375 Penalty: 2064.604492
	Iteration 8Q: 3 clusters Score -64957.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -64961.480469 Penalty: 2064.604492
	Iteration 9Q: 3 clusters Score -64961.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -64963.781250 Penalty: 2064.604492
	Iteration 10Q: 3 clusters Score -64963.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64964.230469 Penalty: 2064.604492
	Iteration 11Q: 3 clusters Score -64964.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -64967.703125 Penalty: 2064.604492
	Iteration 12Q: 3 clusters Score -64967.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64973.898438 Penalty: 2064.604492
	Iteration 13Q: 3 clusters Score -64973.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -64977.703125 Penalty: 2064.604492
	Iteration 14Q: 3 clusters Score -64977.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -64979.902344 Penalty: 2064.604492
	Iteration 15Q: 3 clusters Score -64979.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -64980.644531 Penalty: 2064.604492
	Iteration 16Q: 3 clusters Score -64980.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -64980.644531 Penalty: 2064.604492
	Iteration 17F: 3 clusters Score -64980.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 99126 members 
Mstep: Class 2 contains 11341 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 124098 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 74063 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 105415 members 
Mstep: Class 12 contains 99349 members 
Mstep: Class 13 contains 96771 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68094 members 
Mstep: Class 17 contains 25248 members 
Mstep: Class 18 contains 14310 members 
Mstep: Class 19 contains 3183 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8748 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 306 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17743 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34531 members 
Mstep: Class 31 contains 43910 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17862 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Mstep: Class 41 contains 6091 members 
Mstep: Class 42 contains 545 members 
Mstep: Class 43 contains 268 members 
Entering Unmasked Estep 
Score: -111784952.000000 Penalty: 95941.398438
Splitting cluster 23 changes total score from -111785432.000000 to -111784952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -89541.828125 Penalty: 1078.341309
	Iteration 0F: 2 clusters Score -89541.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -88255.789062 Penalty: 2156.682617
	Iteration 0F: 3 clusters Score -88255.79 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -88472.093750 Penalty: 2156.682617
	Iteration 1F: 3 clusters Score -88472.09 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -88568.867188 Penalty: 2156.682617
	Iteration 2F: 3 clusters Score -88568.87 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -88631.382812 Penalty: 2156.682617
	Iteration 3Q: 3 clusters Score -88631.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -88663.000000 Penalty: 2156.682617
	Iteration 4Q: 3 clusters Score -88663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -88681.085938 Penalty: 2156.682617
	Iteration 5Q: 3 clusters Score -88681.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -88701.968750 Penalty: 2156.682617
	Iteration 6Q: 3 clusters Score -88701.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -88720.039062 Penalty: 2156.682617
	Iteration 7Q: 3 clusters Score -88720.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -88731.234375 Penalty: 2156.682617
	Iteration 8Q: 3 clusters Score -88731.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -88739.093750 Penalty: 2156.682617
	Iteration 9Q: 3 clusters Score -88739.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -88745.632812 Penalty: 2156.682617
	Iteration 10Q: 3 clusters Score -88745.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -88747.687500 Penalty: 2156.682617
	Iteration 11Q: 3 clusters Score -88747.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -88751.453125 Penalty: 2156.682617
	Iteration 12Q: 3 clusters Score -88751.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -88753.992188 Penalty: 2156.682617
	Iteration 13Q: 3 clusters Score -88753.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -88757.476562 Penalty: 2156.682617
	Iteration 14Q: 3 clusters Score -88757.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -88760.695312 Penalty: 2156.682617
	Iteration 15Q: 3 clusters Score -88760.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -88760.695312 Penalty: 2156.682617
	Iteration 16F: 3 clusters Score -88760.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Entering Unmasked Estep 
Score: -594411.812500 Penalty: 1376.221191
	Iteration 0F: 2 clusters Score -594411.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -590538.187500 Penalty: 2752.442383
	Iteration 0F: 3 clusters Score -590538.2 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -591609.812500 Penalty: 2752.442383
	Iteration 1F: 3 clusters Score -591609.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -591759.437500 Penalty: 2752.442383
	Iteration 2F: 3 clusters Score -591759.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -591867.937500 Penalty: 2752.442383
	Iteration 3Q: 3 clusters Score -591867.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -591955.750000 Penalty: 2752.442383
	Iteration 4Q: 3 clusters Score -591955.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -592040.000000 Penalty: 2752.442383
	Iteration 5Q: 3 clusters Score -592040 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -592140.000000 Penalty: 2752.442383
	Iteration 6Q: 3 clusters Score -592140 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -592226.125000 Penalty: 2752.442383
	Iteration 7Q: 3 clusters Score -592226.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -592293.937500 Penalty: 2752.442383
	Iteration 8Q: 3 clusters Score -592293.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -592357.062500 Penalty: 2752.442383
	Iteration 9Q: 3 clusters Score -592357.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -592428.250000 Penalty: 2752.442383
	Iteration 10Q: 3 clusters Score -592428.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -592502.812500 Penalty: 2752.442383
	Iteration 11Q: 3 clusters Score -592502.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -592576.375000 Penalty: 2752.442383
	Iteration 12Q: 3 clusters Score -592576.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -592649.312500 Penalty: 2752.442383
	Iteration 13Q: 3 clusters Score -592649.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -592722.437500 Penalty: 2752.442383
	Iteration 14Q: 3 clusters Score -592722.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -592788.437500 Penalty: 2752.442383
	Iteration 15Q: 3 clusters Score -592788.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -592838.750000 Penalty: 2752.442383
	Iteration 16Q: 3 clusters Score -592838.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -592879.562500 Penalty: 2752.442383
	Iteration 17Q: 3 clusters Score -592879.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -592906.812500 Penalty: 2752.442383
	Iteration 18Q: 3 clusters Score -592906.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -592929.687500 Penalty: 2752.442383
	Iteration 19Q: 3 clusters Score -592929.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -592948.250000 Penalty: 2752.442383
	Iteration 20F: 3 clusters Score -592948.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -592963.312500 Penalty: 2752.442383
	Iteration 21Q: 3 clusters Score -592963.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -592980.187500 Penalty: 2752.442383
	Iteration 22Q: 3 clusters Score -592980.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -592996.500000 Penalty: 2752.442383
	Iteration 23Q: 3 clusters Score -592996.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -593006.875000 Penalty: 2752.442383
	Iteration 24Q: 3 clusters Score -593006.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -593019.437500 Penalty: 2752.442383
	Iteration 25Q: 3 clusters Score -593019.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -593029.687500 Penalty: 2752.442383
	Iteration 26Q: 3 clusters Score -593029.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -593038.562500 Penalty: 2752.442383
	Iteration 27Q: 3 clusters Score -593038.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -593050.187500 Penalty: 2752.442383
	Iteration 28Q: 3 clusters Score -593050.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -593065.937500 Penalty: 2752.442383
	Iteration 29Q: 3 clusters Score -593065.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -593076.250000 Penalty: 2752.442383
	Iteration 30Q: 3 clusters Score -593076.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -593085.000000 Penalty: 2752.442383
	Iteration 31Q: 3 clusters Score -593085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -593091.312500 Penalty: 2752.442383
	Iteration 32Q: 3 clusters Score -593091.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -593098.312500 Penalty: 2752.442383
	Iteration 33Q: 3 clusters Score -593098.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -593101.187500 Penalty: 2752.442383
	Iteration 34Q: 3 clusters Score -593101.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -593103.500000 Penalty: 2752.442383
	Iteration 35Q: 3 clusters Score -593103.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -593105.000000 Penalty: 2752.442383
	Iteration 36Q: 3 clusters Score -593105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -593105.500000 Penalty: 2752.442383
	Iteration 37Q: 3 clusters Score -593105.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -593106.750000 Penalty: 2752.442383
	Iteration 38Q: 3 clusters Score -593106.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -593108.125000 Penalty: 2752.442383
	Iteration 39Q: 3 clusters Score -593108.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -593109.187500 Penalty: 2752.442383
	Iteration 40F: 3 clusters Score -593109.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -593109.937500 Penalty: 2752.442383
	Iteration 41Q: 3 clusters Score -593109.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -593110.812500 Penalty: 2752.442383
	Iteration 42Q: 3 clusters Score -593110.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -593111.500000 Penalty: 2752.442383
	Iteration 43Q: 3 clusters Score -593111.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -593111.500000 Penalty: 2752.442383
	Iteration 44F: 3 clusters Score -593111.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Entering Unmasked Estep 
Score: -2204318.250000 Penalty: 1589.858887
	Iteration 0F: 2 clusters Score -2204318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2192065.250000 Penalty: 3179.717773
	Iteration 0F: 3 clusters Score -2192065 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2196390.000000 Penalty: 3179.717773
	Iteration 1F: 3 clusters Score -2196390 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2196679.500000 Penalty: 3179.717773
	Iteration 2F: 3 clusters Score -2196680 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2196943.250000 Penalty: 3179.717773
	Iteration 3Q: 3 clusters Score -2196943 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2197211.500000 Penalty: 3179.717773
	Iteration 4Q: 3 clusters Score -2197212 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2197548.000000 Penalty: 3179.717773
	Iteration 5Q: 3 clusters Score -2197548 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2197958.750000 Penalty: 3179.717773
	Iteration 6Q: 3 clusters Score -2197959 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2198505.000000 Penalty: 3179.717773
	Iteration 7F: 3 clusters Score -2198505 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2199260.250000 Penalty: 3179.717773
	Iteration 8F: 3 clusters Score -2199260 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2200178.250000 Penalty: 3179.717773
	Iteration 9F: 3 clusters Score -2200178 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2201117.000000 Penalty: 3179.717773
	Iteration 10F: 3 clusters Score -2201117 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2201845.250000 Penalty: 3179.717773
	Iteration 11Q: 3 clusters Score -2201845 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2202340.500000 Penalty: 3179.717773
	Iteration 12Q: 3 clusters Score -2202340 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2202622.750000 Penalty: 3179.717773
	Iteration 13Q: 3 clusters Score -2202623 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2202762.000000 Penalty: 3179.717773
	Iteration 14Q: 3 clusters Score -2202762 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2202858.250000 Penalty: 3179.717773
	Iteration 15Q: 3 clusters Score -2202858 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2202926.750000 Penalty: 3179.717773
	Iteration 16Q: 3 clusters Score -2202927 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -2202962.000000 Penalty: 3179.717773
	Iteration 17Q: 3 clusters Score -2202962 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -2202994.250000 Penalty: 3179.717773
	Iteration 18Q: 3 clusters Score -2202994 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -2203023.750000 Penalty: 3179.717773
	Iteration 19Q: 3 clusters Score -2203024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2203042.500000 Penalty: 3179.717773
	Iteration 20F: 3 clusters Score -2203042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -2203047.500000 Penalty: 3179.717773
	Iteration 21Q: 3 clusters Score -2203048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2203055.750000 Penalty: 3179.717773
	Iteration 22Q: 3 clusters Score -2203056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2203059.750000 Penalty: 3179.717773
	Iteration 23Q: 3 clusters Score -2203060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2203071.250000 Penalty: 3179.717773
	Iteration 24Q: 3 clusters Score -2203071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -2203072.000000 Penalty: 3179.717773
	Iteration 25Q: 3 clusters Score -2203072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2203073.750000 Penalty: 3179.717773
	Iteration 26Q: 3 clusters Score -2203074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2203073.000000 Penalty: 3179.717773
	Iteration 27Q: 3 clusters Score -2203073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2203075.000000 Penalty: 3179.717773
	Iteration 28Q: 3 clusters Score -2203075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2203075.000000 Penalty: 3179.717773
	Iteration 29F: 3 clusters Score -2203075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Entering Unmasked Estep 
Score: -795118.375000 Penalty: 1432.642334
	Iteration 0F: 2 clusters Score -795118.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -789954.562500 Penalty: 2865.284668
	Iteration 0F: 3 clusters Score -789954.6 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -791609.312500 Penalty: 2865.284668
	Iteration 1F: 3 clusters Score -791609.3 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -791987.687500 Penalty: 2865.284668
	Iteration 2F: 3 clusters Score -791987.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -792414.937500 Penalty: 2865.284668
	Iteration 3F: 3 clusters Score -792414.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -792848.000000 Penalty: 2865.284668
	Iteration 4F: 3 clusters Score -792848 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -793316.562500 Penalty: 2865.284668
	Iteration 5F: 3 clusters Score -793316.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -793741.375000 Penalty: 2865.284668
	Iteration 6F: 3 clusters Score -793741.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -794051.500000 Penalty: 2865.284668
	Iteration 7F: 3 clusters Score -794051.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -794285.875000 Penalty: 2865.284668
	Iteration 8Q: 3 clusters Score -794285.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -794465.062500 Penalty: 2865.284668
	Iteration 9Q: 3 clusters Score -794465.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -794630.625000 Penalty: 2865.284668
	Iteration 10Q: 3 clusters Score -794630.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -794731.937500 Penalty: 2865.284668
	Iteration 11Q: 3 clusters Score -794731.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -794791.187500 Penalty: 2865.284668
	Iteration 12Q: 3 clusters Score -794791.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -794844.437500 Penalty: 2865.284668
	Iteration 13Q: 3 clusters Score -794844.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -794891.125000 Penalty: 2865.284668
	Iteration 14Q: 3 clusters Score -794891.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -794932.500000 Penalty: 2865.284668
	Iteration 15Q: 3 clusters Score -794932.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -794969.812500 Penalty: 2865.284668
	Iteration 16Q: 3 clusters Score -794969.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -795002.625000 Penalty: 2865.284668
	Iteration 17Q: 3 clusters Score -795002.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -795019.562500 Penalty: 2865.284668
	Iteration 18Q: 3 clusters Score -795019.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -795029.437500 Penalty: 2865.284668
	Iteration 19Q: 3 clusters Score -795029.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -795040.187500 Penalty: 2865.284668
	Iteration 20F: 3 clusters Score -795040.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -795049.562500 Penalty: 2865.284668
	Iteration 21Q: 3 clusters Score -795049.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -795069.562500 Penalty: 2865.284668
	Iteration 22Q: 3 clusters Score -795069.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -795103.375000 Penalty: 2865.284668
	Iteration 23Q: 3 clusters Score -795103.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -795126.437500 Penalty: 2865.284668
	Iteration 24Q: 3 clusters Score -795126.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -795136.312500 Penalty: 2865.284668
	Iteration 25Q: 3 clusters Score -795136.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -795143.937500 Penalty: 2865.284668
	Iteration 26Q: 3 clusters Score -795143.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -795149.437500 Penalty: 2865.284668
	Iteration 27Q: 3 clusters Score -795149.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -795151.125000 Penalty: 2865.284668
	Iteration 28Q: 3 clusters Score -795151.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -795152.312500 Penalty: 2865.284668
	Iteration 29Q: 3 clusters Score -795152.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -795153.750000 Penalty: 2865.284668
	Iteration 30Q: 3 clusters Score -795153.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -795157.000000 Penalty: 2865.284668
	Iteration 31Q: 3 clusters Score -795157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -795158.250000 Penalty: 2865.284668
	Iteration 32Q: 3 clusters Score -795158.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -795158.500000 Penalty: 2865.284668
	Iteration 33Q: 3 clusters Score -795158.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -795158.500000 Penalty: 2865.284668
	Iteration 34F: 3 clusters Score -795158.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 99126 members 
Mstep: Class 2 contains 11341 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 124098 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 74063 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 105415 members 
Mstep: Class 12 contains 99349 members 
Mstep: Class 13 contains 96771 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68094 members 
Mstep: Class 17 contains 25248 members 
Mstep: Class 18 contains 14310 members 
Mstep: Class 19 contains 3183 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8748 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17743 members 
Mstep: Class 27 contains 1369 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34531 members 
Mstep: Class 31 contains 43910 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17862 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Mstep: Class 41 contains 6091 members 
Mstep: Class 42 contains 545 members 
Mstep: Class 43 contains 5374 members 
Entering Unmasked Estep 
Score: -111785648.000000 Penalty: 95941.398438
Splitting cluster 27 changes total score from -111785432.000000 to -111785648.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 28 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -30122.925781 Penalty: 958.287476
	Iteration 0F: 2 clusters Score -30122.93 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 178 members 
Entering Unmasked Estep 
Score: -29299.148438 Penalty: 1916.574951
	Iteration 0F: 3 clusters Score -29299.15 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29575.880859 Penalty: 1916.574951
	Iteration 1F: 3 clusters Score -29575.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29658.986328 Penalty: 1916.574951
	Iteration 2F: 3 clusters Score -29658.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -29737.841797 Penalty: 1916.574951
	Iteration 3F: 3 clusters Score -29737.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -29757.644531 Penalty: 1916.574951
	Iteration 4Q: 3 clusters Score -29757.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -29783.304688 Penalty: 1916.574951
	Iteration 5Q: 3 clusters Score -29783.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -29799.646484 Penalty: 1916.574951
	Iteration 6Q: 3 clusters Score -29799.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -29806.138672 Penalty: 1916.574951
	Iteration 7Q: 3 clusters Score -29806.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -29808.105469 Penalty: 1916.574951
	Iteration 8Q: 3 clusters Score -29808.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -29808.105469 Penalty: 1916.574951
	Iteration 9F: 3 clusters Score -29808.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Entering Unmasked Estep 
Score: -1178670.875000 Penalty: 1487.453247
	Iteration 0F: 2 clusters Score -1178671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1171867.375000 Penalty: 2974.906494
	Iteration 0F: 3 clusters Score -1171867 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1174138.625000 Penalty: 2974.906494
	Iteration 1F: 3 clusters Score -1174139 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1174554.375000 Penalty: 2974.906494
	Iteration 2F: 3 clusters Score -1174554 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1174887.125000 Penalty: 2974.906494
	Iteration 3F: 3 clusters Score -1174887 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1175194.000000 Penalty: 2974.906494
	Iteration 4F: 3 clusters Score -1175194 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1175500.000000 Penalty: 2974.906494
	Iteration 5F: 3 clusters Score -1175500 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1175780.750000 Penalty: 2974.906494
	Iteration 6F: 3 clusters Score -1175781 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1176043.000000 Penalty: 2974.906494
	Iteration 7Q: 3 clusters Score -1176043 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1176269.375000 Penalty: 2974.906494
	Iteration 8Q: 3 clusters Score -1176269 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1176474.500000 Penalty: 2974.906494
	Iteration 9Q: 3 clusters Score -1176474 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1176654.625000 Penalty: 2974.906494
	Iteration 10Q: 3 clusters Score -1176655 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1176828.000000 Penalty: 2974.906494
	Iteration 11Q: 3 clusters Score -1176828 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1176968.750000 Penalty: 2974.906494
	Iteration 12Q: 3 clusters Score -1176969 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1177119.000000 Penalty: 2974.906494
	Iteration 13Q: 3 clusters Score -1177119 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1177274.875000 Penalty: 2974.906494
	Iteration 14Q: 3 clusters Score -1177275 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1177400.500000 Penalty: 2974.906494
	Iteration 15Q: 3 clusters Score -1177400 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1177495.375000 Penalty: 2974.906494
	Iteration 16Q: 3 clusters Score -1177495 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1177562.000000 Penalty: 2974.906494
	Iteration 17Q: 3 clusters Score -1177562 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1177608.875000 Penalty: 2974.906494
	Iteration 18Q: 3 clusters Score -1177609 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1177646.625000 Penalty: 2974.906494
	Iteration 19Q: 3 clusters Score -1177647 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1177674.125000 Penalty: 2974.906494
	Iteration 20F: 3 clusters Score -1177674 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1177688.125000 Penalty: 2974.906494
	Iteration 21Q: 3 clusters Score -1177688 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1177700.500000 Penalty: 2974.906494
	Iteration 22Q: 3 clusters Score -1177700 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1177711.375000 Penalty: 2974.906494
	Iteration 23Q: 3 clusters Score -1177711 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1177722.875000 Penalty: 2974.906494
	Iteration 24Q: 3 clusters Score -1177723 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1177744.875000 Penalty: 2974.906494
	Iteration 25Q: 3 clusters Score -1177745 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1177764.625000 Penalty: 2974.906494
	Iteration 26Q: 3 clusters Score -1177765 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1177783.875000 Penalty: 2974.906494
	Iteration 27Q: 3 clusters Score -1177784 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1177794.000000 Penalty: 2974.906494
	Iteration 28Q: 3 clusters Score -1177794 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1177799.125000 Penalty: 2974.906494
	Iteration 29Q: 3 clusters Score -1177799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1177803.250000 Penalty: 2974.906494
	Iteration 30Q: 3 clusters Score -1177803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1177809.500000 Penalty: 2974.906494
	Iteration 31Q: 3 clusters Score -1177810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1177812.250000 Penalty: 2974.906494
	Iteration 32Q: 3 clusters Score -1177812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1177817.750000 Penalty: 2974.906494
	Iteration 33Q: 3 clusters Score -1177818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1177821.750000 Penalty: 2974.906494
	Iteration 34Q: 3 clusters Score -1177822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1177826.500000 Penalty: 2974.906494
	Iteration 35Q: 3 clusters Score -1177826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1177827.625000 Penalty: 2974.906494
	Iteration 36Q: 3 clusters Score -1177828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1177830.625000 Penalty: 2974.906494
	Iteration 37Q: 3 clusters Score -1177831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1177830.500000 Penalty: 2974.906494
	Iteration 38Q: 3 clusters Score -1177830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1177833.250000 Penalty: 2974.906494
	Iteration 39Q: 3 clusters Score -1177833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1177838.125000 Penalty: 2974.906494
	Iteration 40F: 3 clusters Score -1177838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1177839.875000 Penalty: 2974.906494
	Iteration 41Q: 3 clusters Score -1177840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1177842.500000 Penalty: 2974.906494
	Iteration 42Q: 3 clusters Score -1177842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1177846.750000 Penalty: 2974.906494
	Iteration 43Q: 3 clusters Score -1177847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1177850.875000 Penalty: 2974.906494
	Iteration 44Q: 3 clusters Score -1177851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1177852.500000 Penalty: 2974.906494
	Iteration 45Q: 3 clusters Score -1177852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1177854.750000 Penalty: 2974.906494
	Iteration 46Q: 3 clusters Score -1177855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1177856.250000 Penalty: 2974.906494
	Iteration 47Q: 3 clusters Score -1177856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1177856.875000 Penalty: 2974.906494
	Iteration 48Q: 3 clusters Score -1177857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1177854.875000 Penalty: 2974.906494
	Iteration 49Q: 3 clusters Score -1177855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1177854.375000 Penalty: 2974.906494
	Iteration 50Q: 3 clusters Score -1177854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1177854.500000 Penalty: 2974.906494
	Iteration 51Q: 3 clusters Score -1177854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1177856.125000 Penalty: 2974.906494
	Iteration 52Q: 3 clusters Score -1177856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1177857.500000 Penalty: 2974.906494
	Iteration 53Q: 3 clusters Score -1177858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1177856.875000 Penalty: 2974.906494
	Iteration 54Q: 3 clusters Score -1177857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1177857.750000 Penalty: 2974.906494
	Iteration 55Q: 3 clusters Score -1177858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1177856.625000 Penalty: 2974.906494
	Iteration 56Q: 3 clusters Score -1177857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1177859.000000 Penalty: 2974.906494
	Iteration 57Q: 3 clusters Score -1177859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1177859.000000 Penalty: 2974.906494
	Iteration 58F: 3 clusters Score -1177859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (34531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Entering Unmasked Estep 
Score: -4248581.000000 Penalty: 1698.062012
	Iteration 0F: 2 clusters Score -4248581 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 17184 members 
Entering Unmasked Estep 
Score: -4225451.000000 Penalty: 3396.124023
	Iteration 0F: 3 clusters Score -4225451 nChanged 15849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -4234479.500000 Penalty: 3396.124023
	Iteration 1F: 3 clusters Score -4234480 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -4235159.000000 Penalty: 3396.124023
	Iteration 2Q: 3 clusters Score -4235159 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -4236093.500000 Penalty: 3396.124023
	Iteration 3F: 3 clusters Score -4236094 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -4237402.500000 Penalty: 3396.124023
	Iteration 4F: 3 clusters Score -4237402 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -4239201.000000 Penalty: 3396.124023
	Iteration 5F: 3 clusters Score -4239201 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -4241277.500000 Penalty: 3396.124023
	Iteration 6F: 3 clusters Score -4241278 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -4243326.000000 Penalty: 3396.124023
	Iteration 7F: 3 clusters Score -4243326 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -4244760.500000 Penalty: 3396.124023
	Iteration 8F: 3 clusters Score -4244760 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -4245615.000000 Penalty: 3396.124023
	Iteration 9Q: 3 clusters Score -4245615 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -4246061.500000 Penalty: 3396.124023
	Iteration 10Q: 3 clusters Score -4246062 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -4246419.000000 Penalty: 3396.124023
	Iteration 11Q: 3 clusters Score -4246419 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -4246663.500000 Penalty: 3396.124023
	Iteration 12Q: 3 clusters Score -4246664 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -4246874.500000 Penalty: 3396.124023
	Iteration 13Q: 3 clusters Score -4246874 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -4247110.000000 Penalty: 3396.124023
	Iteration 14Q: 3 clusters Score -4247110 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -4247306.500000 Penalty: 3396.124023
	Iteration 15Q: 3 clusters Score -4247306 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -4247541.500000 Penalty: 3396.124023
	Iteration 16Q: 3 clusters Score -4247542 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -4247781.500000 Penalty: 3396.124023
	Iteration 17Q: 3 clusters Score -4247782 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -4247989.500000 Penalty: 3396.124023
	Iteration 18Q: 3 clusters Score -4247990 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -4248094.000000 Penalty: 3396.124023
	Iteration 19Q: 3 clusters Score -4248094 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -4248171.000000 Penalty: 3396.124023
	Iteration 20F: 3 clusters Score -4248171 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -4248237.500000 Penalty: 3396.124023
	Iteration 21Q: 3 clusters Score -4248238 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -4248272.500000 Penalty: 3396.124023
	Iteration 22Q: 3 clusters Score -4248272 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -4248304.500000 Penalty: 3396.124023
	Iteration 23Q: 3 clusters Score -4248304 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -4248304.500000 Penalty: 3396.124023
	Iteration 24Q: 3 clusters Score -4248304 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -4248308.000000 Penalty: 3396.124023
	Iteration 25Q: 3 clusters Score -4248308 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -4248323.000000 Penalty: 3396.124023
	Iteration 26Q: 3 clusters Score -4248323 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -4248330.000000 Penalty: 3396.124023
	Iteration 27Q: 3 clusters Score -4248330 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -4248341.500000 Penalty: 3396.124023
	Iteration 28Q: 3 clusters Score -4248342 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -4248341.000000 Penalty: 3396.124023
	Iteration 29Q: 3 clusters Score -4248341 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -4248353.500000 Penalty: 3396.124023
	Iteration 30Q: 3 clusters Score -4248354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -4248357.000000 Penalty: 3396.124023
	Iteration 31Q: 3 clusters Score -4248357 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -4248358.500000 Penalty: 3396.124023
	Iteration 32Q: 3 clusters Score -4248358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -4248363.000000 Penalty: 3396.124023
	Iteration 33Q: 3 clusters Score -4248363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -4248360.000000 Penalty: 3396.124023
	Iteration 34Q: 3 clusters Score -4248360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -4248349.000000 Penalty: 3396.124023
	Iteration 35Q: 3 clusters Score -4248349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -4248349.000000 Penalty: 3396.124023
	Iteration 36Q: 3 clusters Score -4248349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -4248352.000000 Penalty: 3396.124023
	Iteration 37Q: 3 clusters Score -4248352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -4248355.500000 Penalty: 3396.124023
	Iteration 38Q: 3 clusters Score -4248356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -4248357.000000 Penalty: 3396.124023
	Iteration 39Q: 3 clusters Score -4248357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -4248354.000000 Penalty: 3396.124023
	Iteration 40F: 3 clusters Score -4248354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -4248352.000000 Penalty: 3396.124023
	Iteration 41Q: 3 clusters Score -4248352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -4248353.000000 Penalty: 3396.124023
	Iteration 42Q: 3 clusters Score -4248353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -4248349.000000 Penalty: 3396.124023
	Iteration 43Q: 3 clusters Score -4248349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -4248351.000000 Penalty: 3396.124023
	Iteration 44Q: 3 clusters Score -4248351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -4248351.500000 Penalty: 3396.124023
	Iteration 45Q: 3 clusters Score -4248352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -4248351.500000 Penalty: 3396.124023
	Iteration 46Q: 3 clusters Score -4248352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -4248354.500000 Penalty: 3396.124023
	Iteration 47Q: 3 clusters Score -4248354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -4248355.000000 Penalty: 3396.124023
	Iteration 48Q: 3 clusters Score -4248355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -4248350.500000 Penalty: 3396.124023
	Iteration 49Q: 3 clusters Score -4248350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -4248353.000000 Penalty: 3396.124023
	Iteration 50Q: 3 clusters Score -4248353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -4248352.500000 Penalty: 3396.124023
	Iteration 51Q: 3 clusters Score -4248352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -4248352.500000 Penalty: 3396.124023
	Iteration 52Q: 3 clusters Score -4248352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -4248357.000000 Penalty: 3396.124023
	Iteration 53Q: 3 clusters Score -4248357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -4248356.500000 Penalty: 3396.124023
	Iteration 54Q: 3 clusters Score -4248356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -4248359.000000 Penalty: 3396.124023
	Iteration 55Q: 3 clusters Score -4248359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -4248359.000000 Penalty: 3396.124023
	Iteration 56F: 3 clusters Score -4248359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (43910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Entering Unmasked Estep 
Score: -5324380.000000 Penalty: 1737.108398
	Iteration 0F: 2 clusters Score -5324380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -5295039.500000 Penalty: 3474.216797
	Iteration 0F: 3 clusters Score -5295040 nChanged 20463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -5306572.500000 Penalty: 3474.216797
	Iteration 1F: 3 clusters Score -5306572 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -5307046.000000 Penalty: 3474.216797
	Iteration 2Q: 3 clusters Score -5307046 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -5307460.500000 Penalty: 3474.216797
	Iteration 3Q: 3 clusters Score -5307460 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -5307991.000000 Penalty: 3474.216797
	Iteration 4Q: 3 clusters Score -5307991 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -5308532.500000 Penalty: 3474.216797
	Iteration 5Q: 3 clusters Score -5308532 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -5309208.000000 Penalty: 3474.216797
	Iteration 6Q: 3 clusters Score -5309208 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -5310216.500000 Penalty: 3474.216797
	Iteration 7Q: 3 clusters Score -5310216 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -5311399.500000 Penalty: 3474.216797
	Iteration 8Q: 3 clusters Score -5311400 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -5312811.500000 Penalty: 3474.216797
	Iteration 9F: 3 clusters Score -5312812 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -5314357.000000 Penalty: 3474.216797
	Iteration 10F: 3 clusters Score -5314357 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -5315829.000000 Penalty: 3474.216797
	Iteration 11Q: 3 clusters Score -5315829 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -5317095.500000 Penalty: 3474.216797
	Iteration 12Q: 3 clusters Score -5317096 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -5318137.500000 Penalty: 3474.216797
	Iteration 13Q: 3 clusters Score -5318138 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -5318963.000000 Penalty: 3474.216797
	Iteration 14Q: 3 clusters Score -5318963 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -5319591.000000 Penalty: 3474.216797
	Iteration 15Q: 3 clusters Score -5319591 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -5320187.500000 Penalty: 3474.216797
	Iteration 16Q: 3 clusters Score -5320188 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -5320699.000000 Penalty: 3474.216797
	Iteration 17Q: 3 clusters Score -5320699 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -5321129.500000 Penalty: 3474.216797
	Iteration 18Q: 3 clusters Score -5321130 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -5321538.500000 Penalty: 3474.216797
	Iteration 19Q: 3 clusters Score -5321538 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -5321866.000000 Penalty: 3474.216797
	Iteration 20F: 3 clusters Score -5321866 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -5322100.000000 Penalty: 3474.216797
	Iteration 21Q: 3 clusters Score -5322100 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -5322270.000000 Penalty: 3474.216797
	Iteration 22Q: 3 clusters Score -5322270 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -5322417.500000 Penalty: 3474.216797
	Iteration 23Q: 3 clusters Score -5322418 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5322549.000000 Penalty: 3474.216797
	Iteration 24Q: 3 clusters Score -5322549 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5322614.500000 Penalty: 3474.216797
	Iteration 25Q: 3 clusters Score -5322614 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5322682.500000 Penalty: 3474.216797
	Iteration 26Q: 3 clusters Score -5322682 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -5322741.000000 Penalty: 3474.216797
	Iteration 27Q: 3 clusters Score -5322741 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5322775.500000 Penalty: 3474.216797
	Iteration 28Q: 3 clusters Score -5322776 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5322801.500000 Penalty: 3474.216797
	Iteration 29Q: 3 clusters Score -5322802 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5322816.000000 Penalty: 3474.216797
	Iteration 30Q: 3 clusters Score -5322816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5322831.500000 Penalty: 3474.216797
	Iteration 31Q: 3 clusters Score -5322832 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5322834.000000 Penalty: 3474.216797
	Iteration 32Q: 3 clusters Score -5322834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5322855.500000 Penalty: 3474.216797
	Iteration 33Q: 3 clusters Score -5322856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5322867.000000 Penalty: 3474.216797
	Iteration 34Q: 3 clusters Score -5322867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43260 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5322872.500000 Penalty: 3474.216797
	Iteration 35Q: 3 clusters Score -5322872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5322874.500000 Penalty: 3474.216797
	Iteration 36Q: 3 clusters Score -5322874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5322874.000000 Penalty: 3474.216797
	Iteration 37Q: 3 clusters Score -5322874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5322878.500000 Penalty: 3474.216797
	Iteration 38Q: 3 clusters Score -5322878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5322880.500000 Penalty: 3474.216797
	Iteration 39Q: 3 clusters Score -5322880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5322889.000000 Penalty: 3474.216797
	Iteration 40F: 3 clusters Score -5322889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5322897.500000 Penalty: 3474.216797
	Iteration 41Q: 3 clusters Score -5322898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5322904.500000 Penalty: 3474.216797
	Iteration 42Q: 3 clusters Score -5322904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5322905.500000 Penalty: 3474.216797
	Iteration 43Q: 3 clusters Score -5322906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43353 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5322906.500000 Penalty: 3474.216797
	Iteration 44Q: 3 clusters Score -5322906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5322905.500000 Penalty: 3474.216797
	Iteration 45Q: 3 clusters Score -5322906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5322916.000000 Penalty: 3474.216797
	Iteration 46Q: 3 clusters Score -5322916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5322915.000000 Penalty: 3474.216797
	Iteration 47Q: 3 clusters Score -5322915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43367 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5322916.500000 Penalty: 3474.216797
	Iteration 48Q: 3 clusters Score -5322916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43367 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5322916.500000 Penalty: 3474.216797
	Iteration 49F: 3 clusters Score -5322916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Entering Unmasked Estep 
Score: -214182.562500 Penalty: 1228.935669
	Iteration 0F: 2 clusters Score -214182.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -212205.359375 Penalty: 2457.871338
	Iteration 0F: 3 clusters Score -212205.4 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -212686.453125 Penalty: 2457.871338
	Iteration 1F: 3 clusters Score -212686.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -212823.296875 Penalty: 2457.871338
	Iteration 2F: 3 clusters Score -212823.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -212919.546875 Penalty: 2457.871338
	Iteration 3F: 3 clusters Score -212919.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -212978.859375 Penalty: 2457.871338
	Iteration 4Q: 3 clusters Score -212978.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -213025.734375 Penalty: 2457.871338
	Iteration 5Q: 3 clusters Score -213025.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -213051.687500 Penalty: 2457.871338
	Iteration 6Q: 3 clusters Score -213051.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -213067.796875 Penalty: 2457.871338
	Iteration 7Q: 3 clusters Score -213067.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -213085.421875 Penalty: 2457.871338
	Iteration 8Q: 3 clusters Score -213085.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -213107.656250 Penalty: 2457.871338
	Iteration 9Q: 3 clusters Score -213107.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -213123.109375 Penalty: 2457.871338
	Iteration 10Q: 3 clusters Score -213123.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -213131.296875 Penalty: 2457.871338
	Iteration 11Q: 3 clusters Score -213131.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -213135.187500 Penalty: 2457.871338
	Iteration 12Q: 3 clusters Score -213135.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -213139.687500 Penalty: 2457.871338
	Iteration 13Q: 3 clusters Score -213139.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -213146.515625 Penalty: 2457.871338
	Iteration 14Q: 3 clusters Score -213146.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -213156.937500 Penalty: 2457.871338
	Iteration 15Q: 3 clusters Score -213156.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -213162.453125 Penalty: 2457.871338
	Iteration 16Q: 3 clusters Score -213162.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -213166.406250 Penalty: 2457.871338
	Iteration 17Q: 3 clusters Score -213166.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -213168.453125 Penalty: 2457.871338
	Iteration 18Q: 3 clusters Score -213168.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -213170.265625 Penalty: 2457.871338
	Iteration 19Q: 3 clusters Score -213170.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -213172.234375 Penalty: 2457.871338
	Iteration 20F: 3 clusters Score -213172.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -213174.750000 Penalty: 2457.871338
	Iteration 21Q: 3 clusters Score -213174.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -213178.125000 Penalty: 2457.871338
	Iteration 22Q: 3 clusters Score -213178.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -213180.156250 Penalty: 2457.871338
	Iteration 23Q: 3 clusters Score -213180.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -213182.421875 Penalty: 2457.871338
	Iteration 24Q: 3 clusters Score -213182.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -213183.562500 Penalty: 2457.871338
	Iteration 25Q: 3 clusters Score -213183.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -213185.046875 Penalty: 2457.871338
	Iteration 26Q: 3 clusters Score -213185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -213185.859375 Penalty: 2457.871338
	Iteration 27Q: 3 clusters Score -213185.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -213186.000000 Penalty: 2457.871338
	Iteration 28Q: 3 clusters Score -213186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -213186.000000 Penalty: 2457.871338
	Iteration 29F: 3 clusters Score -213186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -15498.875000 Penalty: 906.091736
	Iteration 0F: 2 clusters Score -15498.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14790.020508 Penalty: 1812.183472
	Iteration 0F: 3 clusters Score -14790.02 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15271.851562 Penalty: 1812.183472
	Iteration 1F: 3 clusters Score -15271.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15406.660156 Penalty: 1812.183472
	Iteration 2F: 3 clusters Score -15406.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15429.285156 Penalty: 1812.183472
	Iteration 3Q: 3 clusters Score -15429.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15445.738281 Penalty: 1812.183472
	Iteration 4Q: 3 clusters Score -15445.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15458.680664 Penalty: 1812.183472
	Iteration 5Q: 3 clusters Score -15458.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15465.908203 Penalty: 1812.183472
	Iteration 6Q: 3 clusters Score -15465.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15484.386719 Penalty: 1812.183472
	Iteration 7Q: 3 clusters Score -15484.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15490.342773 Penalty: 1812.183472
	Iteration 8Q: 3 clusters Score -15490.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15490.342773 Penalty: 1812.183472
	Iteration 9F: 3 clusters Score -15490.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Entering Unmasked Estep 
Score: -363276.156250 Penalty: 1298.138184
	Iteration 0F: 2 clusters Score -363276.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -360564.718750 Penalty: 2596.276367
	Iteration 0F: 3 clusters Score -360564.7 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -361541.468750 Penalty: 2596.276367
	Iteration 1F: 3 clusters Score -361541.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -362078.562500 Penalty: 2596.276367
	Iteration 2F: 3 clusters Score -362078.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -362496.468750 Penalty: 2596.276367
	Iteration 3F: 3 clusters Score -362496.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -362860.468750 Penalty: 2596.276367
	Iteration 4F: 3 clusters Score -362860.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -363126.656250 Penalty: 2596.276367
	Iteration 5F: 3 clusters Score -363126.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -363397.218750 Penalty: 2596.276367
	Iteration 6F: 3 clusters Score -363397.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -363605.343750 Penalty: 2596.276367
	Iteration 7Q: 3 clusters Score -363605.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -363758.781250 Penalty: 2596.276367
	Iteration 8Q: 3 clusters Score -363758.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -363809.000000 Penalty: 2596.276367
	Iteration 9Q: 3 clusters Score -363809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -363825.062500 Penalty: 2596.276367
	Iteration 10Q: 3 clusters Score -363825.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -363827.093750 Penalty: 2596.276367
	Iteration 11Q: 3 clusters Score -363827.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -363829.531250 Penalty: 2596.276367
	Iteration 12Q: 3 clusters Score -363829.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -363829.531250 Penalty: 2596.276367
	Iteration 13F: 3 clusters Score -363829.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 99126 members 
Mstep: Class 2 contains 11341 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 124098 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 74063 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 105415 members 
Mstep: Class 12 contains 99349 members 
Mstep: Class 13 contains 96771 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68094 members 
Mstep: Class 17 contains 25248 members 
Mstep: Class 18 contains 14310 members 
Mstep: Class 19 contains 3183 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8748 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17743 members 
Mstep: Class 27 contains 1369 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34531 members 
Mstep: Class 31 contains 43910 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2429 members 
Mstep: Class 35 contains 17862 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Mstep: Class 41 contains 6091 members 
Mstep: Class 42 contains 545 members 
Mstep: Class 43 contains 5374 members 
Mstep: Class 44 contains 518 members 
Entering Unmasked Estep 
Score: -111785328.000000 Penalty: 98172.593750
Splitting cluster 34 changes total score from -111785432.000000 to -111785328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (17862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Entering Unmasked Estep 
Score: -2217235.000000 Penalty: 1590.945068
	Iteration 0F: 2 clusters Score -2217235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2204997.250000 Penalty: 3181.890137
	Iteration 0F: 3 clusters Score -2204997 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2209244.750000 Penalty: 3181.890137
	Iteration 1F: 3 clusters Score -2209245 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2209794.250000 Penalty: 3181.890137
	Iteration 2F: 3 clusters Score -2209794 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2210511.250000 Penalty: 3181.890137
	Iteration 3F: 3 clusters Score -2210511 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2211495.750000 Penalty: 3181.890137
	Iteration 4F: 3 clusters Score -2211496 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2212579.250000 Penalty: 3181.890137
	Iteration 5F: 3 clusters Score -2212579 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2213647.500000 Penalty: 3181.890137
	Iteration 6F: 3 clusters Score -2213648 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2214445.250000 Penalty: 3181.890137
	Iteration 7F: 3 clusters Score -2214445 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2214896.000000 Penalty: 3181.890137
	Iteration 8Q: 3 clusters Score -2214896 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2215122.500000 Penalty: 3181.890137
	Iteration 9Q: 3 clusters Score -2215122 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -2215260.750000 Penalty: 3181.890137
	Iteration 10Q: 3 clusters Score -2215261 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2215327.000000 Penalty: 3181.890137
	Iteration 11Q: 3 clusters Score -2215327 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2215386.750000 Penalty: 3181.890137
	Iteration 12Q: 3 clusters Score -2215387 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2215416.750000 Penalty: 3181.890137
	Iteration 13Q: 3 clusters Score -2215417 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2215452.500000 Penalty: 3181.890137
	Iteration 14Q: 3 clusters Score -2215452 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -2215485.250000 Penalty: 3181.890137
	Iteration 15Q: 3 clusters Score -2215485 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -2215495.500000 Penalty: 3181.890137
	Iteration 16Q: 3 clusters Score -2215496 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2215510.500000 Penalty: 3181.890137
	Iteration 17Q: 3 clusters Score -2215510 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2215526.000000 Penalty: 3181.890137
	Iteration 18Q: 3 clusters Score -2215526 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -2215549.750000 Penalty: 3181.890137
	Iteration 19Q: 3 clusters Score -2215550 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2215556.250000 Penalty: 3181.890137
	Iteration 20F: 3 clusters Score -2215556 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2215573.500000 Penalty: 3181.890137
	Iteration 21Q: 3 clusters Score -2215574 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -2215584.750000 Penalty: 3181.890137
	Iteration 22Q: 3 clusters Score -2215585 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2215598.250000 Penalty: 3181.890137
	Iteration 23Q: 3 clusters Score -2215598 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2215606.750000 Penalty: 3181.890137
	Iteration 24Q: 3 clusters Score -2215607 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2215615.250000 Penalty: 3181.890137
	Iteration 25Q: 3 clusters Score -2215615 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2215628.500000 Penalty: 3181.890137
	Iteration 26Q: 3 clusters Score -2215628 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2215642.250000 Penalty: 3181.890137
	Iteration 27Q: 3 clusters Score -2215642 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2215657.750000 Penalty: 3181.890137
	Iteration 28Q: 3 clusters Score -2215658 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2215673.500000 Penalty: 3181.890137
	Iteration 29Q: 3 clusters Score -2215674 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2215691.500000 Penalty: 3181.890137
	Iteration 30Q: 3 clusters Score -2215692 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2215707.250000 Penalty: 3181.890137
	Iteration 31Q: 3 clusters Score -2215707 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2215729.250000 Penalty: 3181.890137
	Iteration 32Q: 3 clusters Score -2215729 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2215735.750000 Penalty: 3181.890137
	Iteration 33Q: 3 clusters Score -2215736 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2215750.250000 Penalty: 3181.890137
	Iteration 34Q: 3 clusters Score -2215750 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2215757.000000 Penalty: 3181.890137
	Iteration 35Q: 3 clusters Score -2215757 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2215766.000000 Penalty: 3181.890137
	Iteration 36Q: 3 clusters Score -2215766 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2215771.750000 Penalty: 3181.890137
	Iteration 37Q: 3 clusters Score -2215772 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2215777.250000 Penalty: 3181.890137
	Iteration 38Q: 3 clusters Score -2215777 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2215781.500000 Penalty: 3181.890137
	Iteration 39Q: 3 clusters Score -2215782 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2215790.500000 Penalty: 3181.890137
	Iteration 40F: 3 clusters Score -2215790 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -2215793.000000 Penalty: 3181.890137
	Iteration 41Q: 3 clusters Score -2215793 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2215803.500000 Penalty: 3181.890137
	Iteration 42Q: 3 clusters Score -2215804 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2215803.000000 Penalty: 3181.890137
	Iteration 43Q: 3 clusters Score -2215803 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -2215817.500000 Penalty: 3181.890137
	Iteration 44Q: 3 clusters Score -2215818 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2215834.000000 Penalty: 3181.890137
	Iteration 45Q: 3 clusters Score -2215834 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2215831.500000 Penalty: 3181.890137
	Iteration 46Q: 3 clusters Score -2215832 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2215835.750000 Penalty: 3181.890137
	Iteration 47Q: 3 clusters Score -2215836 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2215843.250000 Penalty: 3181.890137
	Iteration 48Q: 3 clusters Score -2215843 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2215855.000000 Penalty: 3181.890137
	Iteration 49Q: 3 clusters Score -2215855 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2215866.000000 Penalty: 3181.890137
	Iteration 50Q: 3 clusters Score -2215866 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2215884.750000 Penalty: 3181.890137
	Iteration 51Q: 3 clusters Score -2215885 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2215907.250000 Penalty: 3181.890137
	Iteration 52Q: 3 clusters Score -2215907 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2215923.250000 Penalty: 3181.890137
	Iteration 53Q: 3 clusters Score -2215923 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2215939.500000 Penalty: 3181.890137
	Iteration 54Q: 3 clusters Score -2215940 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2215950.750000 Penalty: 3181.890137
	Iteration 55Q: 3 clusters Score -2215951 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2215967.000000 Penalty: 3181.890137
	Iteration 56Q: 3 clusters Score -2215967 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2215975.000000 Penalty: 3181.890137
	Iteration 57Q: 3 clusters Score -2215975 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2215986.500000 Penalty: 3181.890137
	Iteration 58Q: 3 clusters Score -2215986 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2216001.250000 Penalty: 3181.890137
	Iteration 59Q: 3 clusters Score -2216001 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2216011.500000 Penalty: 3181.890137
	Iteration 60F: 3 clusters Score -2216012 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2216019.500000 Penalty: 3181.890137
	Iteration 61Q: 3 clusters Score -2216020 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2216038.500000 Penalty: 3181.890137
	Iteration 62Q: 3 clusters Score -2216038 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2216042.750000 Penalty: 3181.890137
	Iteration 63Q: 3 clusters Score -2216043 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2216064.000000 Penalty: 3181.890137
	Iteration 64Q: 3 clusters Score -2216064 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2216080.500000 Penalty: 3181.890137
	Iteration 65Q: 3 clusters Score -2216080 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2216089.000000 Penalty: 3181.890137
	Iteration 66Q: 3 clusters Score -2216089 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2216117.750000 Penalty: 3181.890137
	Iteration 67Q: 3 clusters Score -2216118 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2216136.500000 Penalty: 3181.890137
	Iteration 68Q: 3 clusters Score -2216136 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2216154.250000 Penalty: 3181.890137
	Iteration 69Q: 3 clusters Score -2216154 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2216173.750000 Penalty: 3181.890137
	Iteration 70Q: 3 clusters Score -2216174 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2216184.750000 Penalty: 3181.890137
	Iteration 71Q: 3 clusters Score -2216185 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2216193.500000 Penalty: 3181.890137
	Iteration 72Q: 3 clusters Score -2216194 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2216209.000000 Penalty: 3181.890137
	Iteration 73Q: 3 clusters Score -2216209 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2216224.000000 Penalty: 3181.890137
	Iteration 74Q: 3 clusters Score -2216224 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2216237.250000 Penalty: 3181.890137
	Iteration 75Q: 3 clusters Score -2216237 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2216258.250000 Penalty: 3181.890137
	Iteration 76Q: 3 clusters Score -2216258 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2216263.250000 Penalty: 3181.890137
	Iteration 77Q: 3 clusters Score -2216263 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2216272.250000 Penalty: 3181.890137
	Iteration 78Q: 3 clusters Score -2216272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2216278.500000 Penalty: 3181.890137
	Iteration 79Q: 3 clusters Score -2216278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2216288.250000 Penalty: 3181.890137
	Iteration 80F: 3 clusters Score -2216288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2216289.750000 Penalty: 3181.890137
	Iteration 81Q: 3 clusters Score -2216290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2216297.250000 Penalty: 3181.890137
	Iteration 82Q: 3 clusters Score -2216297 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2216307.000000 Penalty: 3181.890137
	Iteration 83Q: 3 clusters Score -2216307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2216305.750000 Penalty: 3181.890137
	Iteration 84Q: 3 clusters Score -2216306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2216308.500000 Penalty: 3181.890137
	Iteration 85Q: 3 clusters Score -2216308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2216304.000000 Penalty: 3181.890137
	Iteration 86Q: 3 clusters Score -2216304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2216308.500000 Penalty: 3181.890137
	Iteration 87Q: 3 clusters Score -2216308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2216309.750000 Penalty: 3181.890137
	Iteration 88Q: 3 clusters Score -2216310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2216310.000000 Penalty: 3181.890137
	Iteration 89Q: 3 clusters Score -2216310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2216317.500000 Penalty: 3181.890137
	Iteration 90Q: 3 clusters Score -2216318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2216320.500000 Penalty: 3181.890137
	Iteration 91Q: 3 clusters Score -2216320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2216332.000000 Penalty: 3181.890137
	Iteration 92Q: 3 clusters Score -2216332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2216343.000000 Penalty: 3181.890137
	Iteration 93Q: 3 clusters Score -2216343 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2216351.250000 Penalty: 3181.890137
	Iteration 94Q: 3 clusters Score -2216351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2216358.250000 Penalty: 3181.890137
	Iteration 95Q: 3 clusters Score -2216358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2216366.250000 Penalty: 3181.890137
	Iteration 96Q: 3 clusters Score -2216366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2216371.750000 Penalty: 3181.890137
	Iteration 97Q: 3 clusters Score -2216372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2216374.250000 Penalty: 3181.890137
	Iteration 98Q: 3 clusters Score -2216374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2216384.250000 Penalty: 3181.890137
	Iteration 99Q: 3 clusters Score -2216384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2216387.500000 Penalty: 3181.890137
	Iteration 100F: 3 clusters Score -2216388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2216401.500000 Penalty: 3181.890137
	Iteration 101Q: 3 clusters Score -2216402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2216412.500000 Penalty: 3181.890137
	Iteration 102Q: 3 clusters Score -2216412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2216425.000000 Penalty: 3181.890137
	Iteration 103Q: 3 clusters Score -2216425 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2216437.750000 Penalty: 3181.890137
	Iteration 104Q: 3 clusters Score -2216438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2216448.250000 Penalty: 3181.890137
	Iteration 105Q: 3 clusters Score -2216448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2216468.000000 Penalty: 3181.890137
	Iteration 106Q: 3 clusters Score -2216468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2216478.750000 Penalty: 3181.890137
	Iteration 107Q: 3 clusters Score -2216479 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2216493.750000 Penalty: 3181.890137
	Iteration 108Q: 3 clusters Score -2216494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2216499.500000 Penalty: 3181.890137
	Iteration 109Q: 3 clusters Score -2216500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2216508.250000 Penalty: 3181.890137
	Iteration 110Q: 3 clusters Score -2216508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2216514.500000 Penalty: 3181.890137
	Iteration 111Q: 3 clusters Score -2216514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2216523.750000 Penalty: 3181.890137
	Iteration 112Q: 3 clusters Score -2216524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2216522.500000 Penalty: 3181.890137
	Iteration 113Q: 3 clusters Score -2216522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2216527.000000 Penalty: 3181.890137
	Iteration 114Q: 3 clusters Score -2216527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2216524.500000 Penalty: 3181.890137
	Iteration 115Q: 3 clusters Score -2216524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2216527.000000 Penalty: 3181.890137
	Iteration 116Q: 3 clusters Score -2216527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2216534.250000 Penalty: 3181.890137
	Iteration 117Q: 3 clusters Score -2216534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2216533.250000 Penalty: 3181.890137
	Iteration 118Q: 3 clusters Score -2216533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2216539.000000 Penalty: 3181.890137
	Iteration 119Q: 3 clusters Score -2216539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2216542.250000 Penalty: 3181.890137
	Iteration 120F: 3 clusters Score -2216542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2216545.500000 Penalty: 3181.890137
	Iteration 121Q: 3 clusters Score -2216546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2216546.750000 Penalty: 3181.890137
	Iteration 122Q: 3 clusters Score -2216547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2216550.750000 Penalty: 3181.890137
	Iteration 123Q: 3 clusters Score -2216551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2216547.750000 Penalty: 3181.890137
	Iteration 124Q: 3 clusters Score -2216548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2216548.500000 Penalty: 3181.890137
	Iteration 125Q: 3 clusters Score -2216548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2216553.750000 Penalty: 3181.890137
	Iteration 126Q: 3 clusters Score -2216554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2216552.250000 Penalty: 3181.890137
	Iteration 127Q: 3 clusters Score -2216552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2216552.250000 Penalty: 3181.890137
	Iteration 128F: 3 clusters Score -2216552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Entering Unmasked Estep 
Score: -812414.562500 Penalty: 1426.202393
	Iteration 0F: 2 clusters Score -812414.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -807406.625000 Penalty: 2852.404785
	Iteration 0F: 3 clusters Score -807406.6 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -808885.875000 Penalty: 2852.404785
	Iteration 1F: 3 clusters Score -808885.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -809087.812500 Penalty: 2852.404785
	Iteration 2F: 3 clusters Score -809087.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -809243.687500 Penalty: 2852.404785
	Iteration 3F: 3 clusters Score -809243.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -809409.750000 Penalty: 2852.404785
	Iteration 4Q: 3 clusters Score -809409.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -809597.437500 Penalty: 2852.404785
	Iteration 5Q: 3 clusters Score -809597.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -809838.062500 Penalty: 2852.404785
	Iteration 6F: 3 clusters Score -809838.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -810101.937500 Penalty: 2852.404785
	Iteration 7F: 3 clusters Score -810101.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -810413.562500 Penalty: 2852.404785
	Iteration 8F: 3 clusters Score -810413.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -810724.937500 Penalty: 2852.404785
	Iteration 9F: 3 clusters Score -810724.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -810960.187500 Penalty: 2852.404785
	Iteration 10Q: 3 clusters Score -810960.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -811128.812500 Penalty: 2852.404785
	Iteration 11Q: 3 clusters Score -811128.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -811210.062500 Penalty: 2852.404785
	Iteration 12Q: 3 clusters Score -811210.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -811260.250000 Penalty: 2852.404785
	Iteration 13Q: 3 clusters Score -811260.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -811288.562500 Penalty: 2852.404785
	Iteration 14Q: 3 clusters Score -811288.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -811304.875000 Penalty: 2852.404785
	Iteration 15Q: 3 clusters Score -811304.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -811314.625000 Penalty: 2852.404785
	Iteration 16Q: 3 clusters Score -811314.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -811328.000000 Penalty: 2852.404785
	Iteration 17Q: 3 clusters Score -811328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -811330.625000 Penalty: 2852.404785
	Iteration 18Q: 3 clusters Score -811330.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -811331.812500 Penalty: 2852.404785
	Iteration 19Q: 3 clusters Score -811331.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -811332.250000 Penalty: 2852.404785
	Iteration 20F: 3 clusters Score -811332.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -811333.250000 Penalty: 2852.404785
	Iteration 21Q: 3 clusters Score -811333.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -811333.687500 Penalty: 2852.404785
	Iteration 22Q: 3 clusters Score -811333.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -811334.687500 Penalty: 2852.404785
	Iteration 23Q: 3 clusters Score -811334.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -811336.500000 Penalty: 2852.404785
	Iteration 24Q: 3 clusters Score -811336.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -811337.625000 Penalty: 2852.404785
	Iteration 25Q: 3 clusters Score -811337.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -811338.812500 Penalty: 2852.404785
	Iteration 26Q: 3 clusters Score -811338.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -811340.875000 Penalty: 2852.404785
	Iteration 27Q: 3 clusters Score -811340.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -811340.500000 Penalty: 2852.404785
	Iteration 28Q: 3 clusters Score -811340.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -811341.000000 Penalty: 2852.404785
	Iteration 29Q: 3 clusters Score -811341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -811341.812500 Penalty: 2852.404785
	Iteration 30Q: 3 clusters Score -811341.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -811343.500000 Penalty: 2852.404785
	Iteration 31Q: 3 clusters Score -811343.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -811344.750000 Penalty: 2852.404785
	Iteration 32Q: 3 clusters Score -811344.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -811344.875000 Penalty: 2852.404785
	Iteration 33Q: 3 clusters Score -811344.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -811346.500000 Penalty: 2852.404785
	Iteration 34Q: 3 clusters Score -811346.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -811346.375000 Penalty: 2852.404785
	Iteration 35Q: 3 clusters Score -811346.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -811348.062500 Penalty: 2852.404785
	Iteration 36Q: 3 clusters Score -811348.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -811348.375000 Penalty: 2852.404785
	Iteration 37Q: 3 clusters Score -811348.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -811349.312500 Penalty: 2852.404785
	Iteration 38Q: 3 clusters Score -811349.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -811349.312500 Penalty: 2852.404785
	Iteration 39F: 3 clusters Score -811349.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -41782.308594 Penalty: 980.376526
	Iteration 0F: 2 clusters Score -41782.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40802.125000 Penalty: 1960.753052
	Iteration 0F: 3 clusters Score -40802.12 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40991.007812 Penalty: 1960.753052
	Iteration 1F: 3 clusters Score -40991.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41101.125000 Penalty: 1960.753052
	Iteration 2F: 3 clusters Score -41101.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41153.320312 Penalty: 1960.753052
	Iteration 3F: 3 clusters Score -41153.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41177.222656 Penalty: 1960.753052
	Iteration 4Q: 3 clusters Score -41177.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41207.105469 Penalty: 1960.753052
	Iteration 5Q: 3 clusters Score -41207.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41227.914062 Penalty: 1960.753052
	Iteration 6Q: 3 clusters Score -41227.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41249.921875 Penalty: 1960.753052
	Iteration 7Q: 3 clusters Score -41249.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41254.132812 Penalty: 1960.753052
	Iteration 8Q: 3 clusters Score -41254.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41254.589844 Penalty: 1960.753052
	Iteration 9Q: 3 clusters Score -41254.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -41254.992188 Penalty: 1960.753052
	Iteration 10Q: 3 clusters Score -41254.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -41254.992188 Penalty: 1960.753052
	Iteration 11F: 3 clusters Score -41254.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -18534.224609 Penalty: 868.904968
	Iteration 0F: 2 clusters Score -18534.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17835.728516 Penalty: 1737.809937
	Iteration 0F: 3 clusters Score -17835.73 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17930.869141 Penalty: 1737.809937
	Iteration 1F: 3 clusters Score -17930.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17956.664062 Penalty: 1737.809937
	Iteration 2Q: 3 clusters Score -17956.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -17973.414062 Penalty: 1737.809937
	Iteration 3Q: 3 clusters Score -17973.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -17973.414062 Penalty: 1737.809937
	Iteration 4F: 3 clusters Score -17973.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -11895.183594 Penalty: 966.130859
	Iteration 0F: 2 clusters Score -11895.18 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 206 members 
Entering Unmasked Estep 
Score: -11037.266602 Penalty: 1932.261719
	Iteration 0F: 3 clusters Score -11037.27 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11411.254883 Penalty: 1932.261719
	Iteration 1F: 3 clusters Score -11411.25 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -11647.734375 Penalty: 1932.261719
	Iteration 2F: 3 clusters Score -11647.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -11781.797852 Penalty: 1932.261719
	Iteration 3F: 3 clusters Score -11781.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11805.797852 Penalty: 1932.261719
	Iteration 4Q: 3 clusters Score -11805.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11828.069336 Penalty: 1932.261719
	Iteration 5Q: 3 clusters Score -11828.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11852.036133 Penalty: 1932.261719
	Iteration 6Q: 3 clusters Score -11852.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11858.993164 Penalty: 1932.261719
	Iteration 7Q: 3 clusters Score -11858.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11863.721680 Penalty: 1932.261719
	Iteration 8Q: 3 clusters Score -11863.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11863.749023 Penalty: 1932.261719
	Iteration 9F: 3 clusters Score -11863.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11871.012695 Penalty: 1932.261719
	Iteration 10Q: 3 clusters Score -11871.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11887.558594 Penalty: 1932.261719
	Iteration 11Q: 3 clusters Score -11887.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11890.125977 Penalty: 1932.261719
	Iteration 12Q: 3 clusters Score -11890.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11890.125977 Penalty: 1932.261719
	Iteration 13F: 3 clusters Score -11890.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -133365.437500 Penalty: 1138.145752
	Iteration 0F: 2 clusters Score -133365.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -131857.781250 Penalty: 2276.291504
	Iteration 0F: 3 clusters Score -131857.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -132196.390625 Penalty: 2276.291504
	Iteration 1F: 3 clusters Score -132196.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -132318.906250 Penalty: 2276.291504
	Iteration 2F: 3 clusters Score -132318.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -132423.578125 Penalty: 2276.291504
	Iteration 3F: 3 clusters Score -132423.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -132504.390625 Penalty: 2276.291504
	Iteration 4Q: 3 clusters Score -132504.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -132589.687500 Penalty: 2276.291504
	Iteration 5Q: 3 clusters Score -132589.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -132657.578125 Penalty: 2276.291504
	Iteration 6Q: 3 clusters Score -132657.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -132701.531250 Penalty: 2276.291504
	Iteration 7Q: 3 clusters Score -132701.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -132736.546875 Penalty: 2276.291504
	Iteration 8Q: 3 clusters Score -132736.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -132767.406250 Penalty: 2276.291504
	Iteration 9Q: 3 clusters Score -132767.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -132792.437500 Penalty: 2276.291504
	Iteration 10Q: 3 clusters Score -132792.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -132823.500000 Penalty: 2276.291504
	Iteration 11Q: 3 clusters Score -132823.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -132881.203125 Penalty: 2276.291504
	Iteration 12Q: 3 clusters Score -132881.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -132962.078125 Penalty: 2276.291504
	Iteration 13Q: 3 clusters Score -132962.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -133025.171875 Penalty: 2276.291504
	Iteration 14Q: 3 clusters Score -133025.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -133072.328125 Penalty: 2276.291504
	Iteration 15Q: 3 clusters Score -133072.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -133095.312500 Penalty: 2276.291504
	Iteration 16Q: 3 clusters Score -133095.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -133104.953125 Penalty: 2276.291504
	Iteration 17Q: 3 clusters Score -133105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -133114.125000 Penalty: 2276.291504
	Iteration 18Q: 3 clusters Score -133114.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -133118.093750 Penalty: 2276.291504
	Iteration 19Q: 3 clusters Score -133118.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -133121.625000 Penalty: 2276.291504
	Iteration 20F: 3 clusters Score -133121.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -133126.312500 Penalty: 2276.291504
	Iteration 21Q: 3 clusters Score -133126.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -133126.765625 Penalty: 2276.291504
	Iteration 22Q: 3 clusters Score -133126.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -133126.765625 Penalty: 2276.291504
	Iteration 23F: 3 clusters Score -133126.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 99126 members 
Mstep: Class 2 contains 11341 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 124098 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 74063 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 105415 members 
Mstep: Class 12 contains 99349 members 
Mstep: Class 13 contains 96771 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 68094 members 
Mstep: Class 17 contains 25248 members 
Mstep: Class 18 contains 14310 members 
Mstep: Class 19 contains 3183 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8748 members 
Mstep: Class 22 contains 347 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17743 members 
Mstep: Class 27 contains 1369 members 
Mstep: Class 28 contains 364 members 
Mstep: Class 29 contains 9448 members 
Mstep: Class 30 contains 34531 members 
Mstep: Class 31 contains 43910 members 
Mstep: Class 32 contains 1925 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 17862 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111786848.000000 Penalty: 95941.398438
Iteration 479Q: 44 clusters Score -1.117868e+08 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 99801 members 
Mstep: Class 2 contains 11346 members 
Mstep: Class 3 contains 7030 members 
Mstep: Class 4 contains 124203 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1515 members 
Mstep: Class 7 contains 5181 members 
Mstep: Class 8 contains 9730 members 
Mstep: Class 9 contains 74198 members 
Mstep: Class 10 contains 2539 members 
Mstep: Class 11 contains 105046 members 
Mstep: Class 12 contains 99335 members 
Mstep: Class 13 contains 96615 members 
Mstep: Class 14 contains 591 members 
Mstep: Class 15 contains 3179 members 
Mstep: Class 16 contains 67765 members 
Mstep: Class 17 contains 25204 members 
Mstep: Class 18 contains 14319 members 
Mstep: Class 19 contains 3183 members 
Mstep: Class 20 contains 417 members 
Mstep: Class 21 contains 8750 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4773 members 
Mstep: Class 26 contains 17782 members 
Mstep: Class 27 contains 1436 members 
Mstep: Class 28 contains 347 members 
Mstep: Class 29 contains 9412 members 
Mstep: Class 30 contains 34724 members 
Mstep: Class 31 contains 43901 members 
Mstep: Class 32 contains 1932 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2965 members 
Mstep: Class 35 contains 17892 members 
Mstep: Class 36 contains 6493 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1117 members 
Mstep: Class 41 contains 5987 members 
Mstep: Class 42 contains 539 members 
Mstep: Class 43 contains 5086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111788320.000000 Penalty: 95941.398438
Iteration 480F: 44 clusters Score -1.117883e+08 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 100604 members 
Mstep: Class 2 contains 11326 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 4 contains 123742 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 1494 members 
Mstep: Class 7 contains 5148 members 
Mstep: Class 8 contains 9739 members 
Mstep: Class 9 contains 74109 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 104605 members 
Mstep: Class 12 contains 99132 members 
Mstep: Class 13 contains 96480 members 
Mstep: Class 14 contains 607 members 
Mstep: Class 15 contains 3163 members 
Mstep: Class 16 contains 67371 members 
Mstep: Class 17 contains 25156 members 
Mstep: Class 18 contains 14299 members 
Mstep: Class 19 contains 3185 members 
Mstep: Class 20 contains 420 members 
Mstep: Class 21 contains 8751 members 
Mstep: Class 22 contains 345 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 4762 members 
Mstep: Class 26 contains 17777 members 
Mstep: Class 27 contains 1460 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 9389 members 
Mstep: Class 30 contains 34715 members 
Mstep: Class 31 contains 43889 members 
Mstep: Class 32 contains 1917 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2969 members 
Mstep: Class 35 contains 17816 members 
Mstep: Class 36 contains 6497 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 6849 members 
Mstep: Class 42 contains 586 members 
Mstep: Class 43 contains 5366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111789248.000000 Penalty: 95941.398438
Iteration 481Q: 44 clusters Score -1.117892e+08 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 101295 members 
Mstep: Class 2 contains 11304 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 123350 members 
Mstep: Class 5 contains 1100 members 
Mstep: Class 6 contains 1491 members 
Mstep: Class 7 contains 5123 members 
Mstep: Class 8 contains 9737 members 
Mstep: Class 9 contains 74024 members 
Mstep: Class 10 contains 2557 members 
Mstep: Class 11 contains 104183 members 
Mstep: Class 12 contains 98899 members 
Mstep: Class 13 contains 96430 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 15 contains 3162 members 
Mstep: Class 16 contains 67079 members 
Mstep: Class 17 contains 25134 members 
Mstep: Class 18 contains 14305 members 
Mstep: Class 19 contains 3191 members 
Mstep: Class 20 contains 420 members 
Mstep: Class 21 contains 8752 members 
Mstep: Class 22 contains 345 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 759 members 
Mstep: Class 25 contains 4764 members 
Mstep: Class 26 contains 17778 members 
Mstep: Class 27 contains 1500 members 
Mstep: Class 28 contains 321 members 
Mstep: Class 29 contains 9371 members 
Mstep: Class 30 contains 34726 members 
Mstep: Class 31 contains 43869 members 
Mstep: Class 32 contains 1907 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2963 members 
Mstep: Class 35 contains 17761 members 
Mstep: Class 36 contains 6496 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1125 members 
Mstep: Class 41 contains 7580 members 
Mstep: Class 42 contains 600 members 
Mstep: Class 43 contains 5516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111789928.000000 Penalty: 95941.398438
Iteration 482Q: 44 clusters Score -1.117899e+08 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 101672 members 
Mstep: Class 2 contains 11300 members 
Mstep: Class 3 contains 7022 members 
Mstep: Class 4 contains 122989 members 
Mstep: Class 5 contains 1100 members 
Mstep: Class 6 contains 1489 members 
Mstep: Class 7 contains 5116 members 
Mstep: Class 8 contains 9737 members 
Mstep: Class 9 contains 73935 members 
Mstep: Class 10 contains 2561 members 
Mstep: Class 11 contains 103991 members 
Mstep: Class 12 contains 98689 members 
Mstep: Class 13 contains 96415 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 15 contains 3155 members 
Mstep: Class 16 contains 66859 members 
Mstep: Class 17 contains 25117 members 
Mstep: Class 18 contains 14310 members 
Mstep: Class 19 contains 3199 members 
Mstep: Class 20 contains 421 members 
Mstep: Class 21 contains 8757 members 
Mstep: Class 22 contains 345 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 758 members 
Mstep: Class 25 contains 4764 members 
Mstep: Class 26 contains 17771 members 
Mstep: Class 27 contains 1525 members 
Mstep: Class 28 contains 319 members 
Mstep: Class 29 contains 9360 members 
Mstep: Class 30 contains 34717 members 
Mstep: Class 31 contains 43856 members 
Mstep: Class 32 contains 1905 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2962 members 
Mstep: Class 35 contains 17733 members 
Mstep: Class 36 contains 6495 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1124 members 
Mstep: Class 41 contains 8265 members 
Mstep: Class 42 contains 605 members 
Mstep: Class 43 contains 5606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111790776.000000 Penalty: 95941.398438
Iteration 483Q: 44 clusters Score -1.117908e+08 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 101863 members 
Mstep: Class 2 contains 11293 members 
Mstep: Class 3 contains 7028 members 
Mstep: Class 4 contains 122657 members 
Mstep: Class 5 contains 1101 members 
Mstep: Class 6 contains 1489 members 
Mstep: Class 7 contains 5107 members 
Mstep: Class 8 contains 9743 members 
Mstep: Class 9 contains 73850 members 
Mstep: Class 10 contains 2561 members 
Mstep: Class 11 contains 103954 members 
Mstep: Class 12 contains 98479 members 
Mstep: Class 13 contains 96419 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 15 contains 3154 members 
Mstep: Class 16 contains 66654 members 
Mstep: Class 17 contains 25099 members 
Mstep: Class 18 contains 14320 members 
Mstep: Class 19 contains 3204 members 
Mstep: Class 20 contains 421 members 
Mstep: Class 21 contains 8759 members 
Mstep: Class 22 contains 345 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 755 members 
Mstep: Class 25 contains 4764 members 
Mstep: Class 26 contains 17758 members 
Mstep: Class 27 contains 1542 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 9359 members 
Mstep: Class 30 contains 34715 members 
Mstep: Class 31 contains 43824 members 
Mstep: Class 32 contains 1911 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2962 members 
Mstep: Class 35 contains 17713 members 
Mstep: Class 36 contains 6497 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1124 members 
Mstep: Class 41 contains 8940 members 
Mstep: Class 42 contains 606 members 
Mstep: Class 43 contains 5656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111791168.000000 Penalty: 95941.398438
Iteration 484Q: 44 clusters Score -1.117912e+08 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 101920 members 
Mstep: Class 2 contains 11286 members 
Mstep: Class 3 contains 7029 members 
Mstep: Class 4 contains 122309 members 
Mstep: Class 5 contains 1100 members 
Mstep: Class 6 contains 1488 members 
Mstep: Class 7 contains 5096 members 
Mstep: Class 8 contains 9748 members 
Mstep: Class 9 contains 73723 members 
Mstep: Class 10 contains 2566 members 
Mstep: Class 11 contains 104003 members 
Mstep: Class 12 contains 98355 members 
Mstep: Class 13 contains 96446 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 15 contains 3151 members 
Mstep: Class 16 contains 66512 members 
Mstep: Class 17 contains 25096 members 
Mstep: Class 18 contains 14322 members 
Mstep: Class 19 contains 3211 members 
Mstep: Class 20 contains 422 members 
Mstep: Class 21 contains 8766 members 
Mstep: Class 22 contains 345 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 755 members 
Mstep: Class 25 contains 4767 members 
Mstep: Class 26 contains 17733 members 
Mstep: Class 27 contains 1552 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 9356 members 
Mstep: Class 30 contains 34700 members 
Mstep: Class 31 contains 43802 members 
Mstep: Class 32 contains 1916 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2961 members 
Mstep: Class 35 contains 17704 members 
Mstep: Class 36 contains 6493 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1126 members 
Mstep: Class 41 contains 9577 members 
Mstep: Class 42 contains 607 members 
Mstep: Class 43 contains 5683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111791824.000000 Penalty: 95941.398438
Iteration 485Q: 44 clusters Score -1.117918e+08 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 101829 members 
Mstep: Class 2 contains 11276 members 
Mstep: Class 3 contains 7022 members 
Mstep: Class 4 contains 122040 members 
Mstep: Class 5 contains 1099 members 
Mstep: Class 6 contains 1488 members 
Mstep: Class 7 contains 5085 members 
Mstep: Class 8 contains 9743 members 
Mstep: Class 9 contains 73587 members 
Mstep: Class 10 contains 2565 members 
Mstep: Class 11 contains 104135 members 
Mstep: Class 12 contains 98248 members 
Mstep: Class 13 contains 96451 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 15 contains 3147 members 
Mstep: Class 16 contains 66383 members 
Mstep: Class 17 contains 25069 members 
Mstep: Class 18 contains 14332 members 
Mstep: Class 19 contains 3217 members 
Mstep: Class 20 contains 423 members 
Mstep: Class 21 contains 8775 members 
Mstep: Class 22 contains 345 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 755 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 17715 members 
Mstep: Class 27 contains 1559 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 9352 members 
Mstep: Class 30 contains 34691 members 
Mstep: Class 31 contains 43777 members 
Mstep: Class 32 contains 1919 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2962 members 
Mstep: Class 35 contains 17702 members 
Mstep: Class 36 contains 6495 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1126 members 
Mstep: Class 41 contains 10239 members 
Mstep: Class 42 contains 608 members 
Mstep: Class 43 contains 5702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111791984.000000 Penalty: 95941.398438
Iteration 486Q: 44 clusters Score -1.11792e+08 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 101662 members 
Mstep: Class 2 contains 11268 members 
Mstep: Class 3 contains 7018 members 
Mstep: Class 4 contains 121749 members 
Mstep: Class 5 contains 1099 members 
Mstep: Class 6 contains 1488 members 
Mstep: Class 7 contains 5077 members 
Mstep: Class 8 contains 9741 members 
Mstep: Class 9 contains 73467 members 
Mstep: Class 10 contains 2562 members 
Mstep: Class 11 contains 104236 members 
Mstep: Class 12 contains 98203 members 
Mstep: Class 13 contains 96442 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 15 contains 3148 members 
Mstep: Class 16 contains 66271 members 
Mstep: Class 17 contains 25040 members 
Mstep: Class 18 contains 14339 members 
Mstep: Class 19 contains 3218 members 
Mstep: Class 20 contains 423 members 
Mstep: Class 21 contains 8783 members 
Mstep: Class 22 contains 345 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 756 members 
Mstep: Class 25 contains 4764 members 
Mstep: Class 26 contains 17702 members 
Mstep: Class 27 contains 1568 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 9351 members 
Mstep: Class 30 contains 34702 members 
Mstep: Class 31 contains 43767 members 
Mstep: Class 32 contains 1924 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2966 members 
Mstep: Class 35 contains 17700 members 
Mstep: Class 36 contains 6490 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1126 members 
Mstep: Class 41 contains 10917 members 
Mstep: Class 42 contains 609 members 
Mstep: Class 43 contains 5705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111792280.000000 Penalty: 95941.398438
Iteration 487Q: 44 clusters Score -1.117923e+08 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 101525 members 
Mstep: Class 2 contains 11259 members 
Mstep: Class 3 contains 7017 members 
Mstep: Class 4 contains 121466 members 
Mstep: Class 5 contains 1099 members 
Mstep: Class 6 contains 1488 members 
Mstep: Class 7 contains 5071 members 
Mstep: Class 8 contains 9741 members 
Mstep: Class 9 contains 73312 members 
Mstep: Class 10 contains 2562 members 
Mstep: Class 11 contains 104323 members 
Mstep: Class 12 contains 98135 members 
Mstep: Class 13 contains 96503 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 15 contains 3152 members 
Mstep: Class 16 contains 66162 members 
Mstep: Class 17 contains 25016 members 
Mstep: Class 18 contains 14353 members 
Mstep: Class 19 contains 3220 members 
Mstep: Class 20 contains 423 members 
Mstep: Class 21 contains 8788 members 
Mstep: Class 22 contains 345 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 756 members 
Mstep: Class 25 contains 4760 members 
Mstep: Class 26 contains 17685 members 
Mstep: Class 27 contains 1568 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 9348 members 
Mstep: Class 30 contains 34714 members 
Mstep: Class 31 contains 43756 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2969 members 
Mstep: Class 35 contains 17700 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 11542 members 
Mstep: Class 42 contains 609 members 
Mstep: Class 43 contains 5717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111792776.000000 Penalty: 95941.398438
Iteration 488Q: 44 clusters Score -1.117928e+08 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 101383 members 
Mstep: Class 2 contains 11243 members 
Mstep: Class 3 contains 7016 members 
Mstep: Class 4 contains 121234 members 
Mstep: Class 5 contains 1099 members 
Mstep: Class 6 contains 1488 members 
Mstep: Class 7 contains 5070 members 
Mstep: Class 8 contains 9743 members 
Mstep: Class 9 contains 73167 members 
Mstep: Class 10 contains 2563 members 
Mstep: Class 11 contains 104392 members 
Mstep: Class 12 contains 98112 members 
Mstep: Class 13 contains 96548 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 15 contains 3147 members 
Mstep: Class 16 contains 66045 members 
Mstep: Class 17 contains 24987 members 
Mstep: Class 18 contains 14366 members 
Mstep: Class 19 contains 3219 members 
Mstep: Class 20 contains 423 members 
Mstep: Class 21 contains 8792 members 
Mstep: Class 22 contains 345 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 756 members 
Mstep: Class 25 contains 4755 members 
Mstep: Class 26 contains 17672 members 
Mstep: Class 27 contains 1566 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 9347 members 
Mstep: Class 30 contains 34716 members 
Mstep: Class 31 contains 43752 members 
Mstep: Class 32 contains 1933 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2973 members 
Mstep: Class 35 contains 17700 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 12120 members 
Mstep: Class 42 contains 609 members 
Mstep: Class 43 contains 5730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111792920.000000 Penalty: 95941.398438
Iteration 489Q: 44 clusters Score -1.117929e+08 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 101183 members 
Mstep: Class 2 contains 11228 members 
Mstep: Class 3 contains 7012 members 
Mstep: Class 4 contains 121002 members 
Mstep: Class 5 contains 1099 members 
Mstep: Class 6 contains 1488 members 
Mstep: Class 7 contains 5071 members 
Mstep: Class 8 contains 9750 members 
Mstep: Class 9 contains 73032 members 
Mstep: Class 10 contains 2560 members 
Mstep: Class 11 contains 104464 members 
Mstep: Class 12 contains 98104 members 
Mstep: Class 13 contains 96570 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 15 contains 3145 members 
Mstep: Class 16 contains 65956 members 
Mstep: Class 17 contains 24966 members 
Mstep: Class 18 contains 14381 members 
Mstep: Class 19 contains 3223 members 
Mstep: Class 20 contains 423 members 
Mstep: Class 21 contains 8796 members 
Mstep: Class 22 contains 345 members 
Mstep: Class 23 contains 570 members 
Mstep: Class 24 contains 756 members 
Mstep: Class 25 contains 4754 members 
Mstep: Class 26 contains 17666 members 
Mstep: Class 27 contains 1562 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 9351 members 
Mstep: Class 30 contains 34730 members 
Mstep: Class 31 contains 43738 members 
Mstep: Class 32 contains 1936 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2975 members 
Mstep: Class 35 contains 17694 members 
Mstep: Class 36 contains 6485 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1127 members 
Mstep: Class 41 contains 12707 members 
Mstep: Class 42 contains 609 members 
Mstep: Class 43 contains 5739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111793384.000000 Penalty: 95941.398438
Iteration 490Q: 44 clusters Score -1.117934e+08 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 101111 members 
Mstep: Class 2 contains 11215 members 
Mstep: Class 3 contains 7012 members 
Mstep: Class 4 contains 120790 members 
Mstep: Class 5 contains 1099 members 
Mstep: Class 6 contains 1488 members 
Mstep: Class 7 contains 5076 members 
Mstep: Class 8 contains 9749 members 
Mstep: Class 9 contains 72932 members 
Mstep: Class 10 contains 2559 members 
Mstep: Class 11 contains 104469 members 
Mstep: Class 12 contains 98041 members 
Mstep: Class 13 contains 96586 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 15 contains 3143 members 
Mstep: Class 16 contains 65834 members 
Mstep: Class 17 contains 24951 members 
Mstep: Class 18 contains 14378 members 
Mstep: Class 19 contains 3226 members 
Mstep: Class 20 contains 423 members 
Mstep: Class 21 contains 8800 members 
Mstep: Class 22 contains 345 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 756 members 
Mstep: Class 25 contains 4755 members 
Mstep: Class 26 contains 17660 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 9350 members 
Mstep: Class 30 contains 34737 members 
Mstep: Class 31 contains 43728 members 
Mstep: Class 32 contains 1944 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2978 members 
Mstep: Class 35 contains 17688 members 
Mstep: Class 36 contains 6485 members 
Mstep: Class 37 contains 419 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1126 members 
Mstep: Class 41 contains 13284 members 
Mstep: Class 42 contains 609 members 
Mstep: Class 43 contains 5746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111793736.000000 Penalty: 95941.398438
Iteration 491Q: 44 clusters Score -1.117937e+08 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 101017 members 
Mstep: Class 2 contains 11213 members 
Mstep: Class 3 contains 7013 members 
Mstep: Class 4 contains 120580 members 
Mstep: Class 5 contains 1099 members 
Mstep: Class 6 contains 1488 members 
Mstep: Class 7 contains 5079 members 
Mstep: Class 8 contains 9750 members 
Mstep: Class 9 contains 72850 members 
Mstep: Class 10 contains 2559 members 
Mstep: Class 11 contains 104489 members 
Mstep: Class 12 contains 97991 members 
Mstep: Class 13 contains 96579 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 15 contains 3145 members 
Mstep: Class 16 contains 65741 members 
Mstep: Class 17 contains 24934 members 
Mstep: Class 18 contains 14374 members 
Mstep: Class 19 contains 3229 members 
Mstep: Class 20 contains 423 members 
Mstep: Class 21 contains 8801 members 
Mstep: Class 22 contains 345 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 756 members 
Mstep: Class 25 contains 4754 members 
Mstep: Class 26 contains 17661 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 9349 members 
Mstep: Class 30 contains 34750 members 
Mstep: Class 31 contains 43719 members 
Mstep: Class 32 contains 1950 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2977 members 
Mstep: Class 35 contains 17688 members 
Mstep: Class 36 contains 6484 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1125 members 
Mstep: Class 41 contains 13808 members 
Mstep: Class 42 contains 609 members 
Mstep: Class 43 contains 5744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111794016.000000 Penalty: 95941.398438
Iteration 492Q: 44 clusters Score -1.11794e+08 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 100957 members 
Mstep: Class 2 contains 11206 members 
Mstep: Class 3 contains 7017 members 
Mstep: Class 4 contains 120362 members 
Mstep: Class 5 contains 1099 members 
Mstep: Class 6 contains 1488 members 
Mstep: Class 7 contains 5079 members 
Mstep: Class 8 contains 9749 members 
Mstep: Class 9 contains 72734 members 
Mstep: Class 10 contains 2562 members 
Mstep: Class 11 contains 104564 members 
Mstep: Class 12 contains 97937 members 
Mstep: Class 13 contains 96557 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 15 contains 3150 members 
Mstep: Class 16 contains 65646 members 
Mstep: Class 17 contains 24910 members 
Mstep: Class 18 contains 14384 members 
Mstep: Class 19 contains 3236 members 
Mstep: Class 20 contains 423 members 
Mstep: Class 21 contains 8803 members 
Mstep: Class 22 contains 345 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 756 members 
Mstep: Class 25 contains 4753 members 
Mstep: Class 26 contains 17656 members 
Mstep: Class 27 contains 1551 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 9348 members 
Mstep: Class 30 contains 34754 members 
Mstep: Class 31 contains 43701 members 
Mstep: Class 32 contains 1953 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2984 members 
Mstep: Class 35 contains 17688 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 420 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1124 members 
Mstep: Class 41 contains 14307 members 
Mstep: Class 42 contains 610 members 
Mstep: Class 43 contains 5747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111794136.000000 Penalty: 95941.398438
Iteration 493Q: 44 clusters Score -1.117941e+08 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 100852 members 
Mstep: Class 2 contains 11198 members 
Mstep: Class 3 contains 7015 members 
Mstep: Class 4 contains 120190 members 
Mstep: Class 5 contains 1099 members 
Mstep: Class 6 contains 1488 members 
Mstep: Class 7 contains 5080 members 
Mstep: Class 8 contains 9751 members 
Mstep: Class 9 contains 72654 members 
Mstep: Class 10 contains 2562 members 
Mstep: Class 11 contains 104635 members 
Mstep: Class 12 contains 97856 members 
Mstep: Class 13 contains 96552 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 15 contains 3148 members 
Mstep: Class 16 contains 65564 members 
Mstep: Class 17 contains 24899 members 
Mstep: Class 18 contains 14406 members 
Mstep: Class 19 contains 3247 members 
Mstep: Class 20 contains 423 members 
Mstep: Class 21 contains 8802 members 
Mstep: Class 22 contains 345 members 
Mstep: Class 23 contains 567 members 
Mstep: Class 24 contains 756 members 
Mstep: Class 25 contains 4755 members 
Mstep: Class 26 contains 17645 members 
Mstep: Class 27 contains 1548 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 9345 members 
Mstep: Class 30 contains 34756 members 
Mstep: Class 31 contains 43674 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2986 members 
Mstep: Class 35 contains 17686 members 
Mstep: Class 36 contains 6490 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1124 members 
Mstep: Class 41 contains 14775 members 
Mstep: Class 42 contains 610 members 
Mstep: Class 43 contains 5751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111793952.000000 Penalty: 95941.398438
Iteration 494Q: 44 clusters Score -1.11794e+08 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 100828 members 
Mstep: Class 2 contains 11197 members 
Mstep: Class 3 contains 7010 members 
Mstep: Class 4 contains 119992 members 
Mstep: Class 5 contains 1099 members 
Mstep: Class 6 contains 1488 members 
Mstep: Class 7 contains 5079 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 72565 members 
Mstep: Class 10 contains 2564 members 
Mstep: Class 11 contains 104669 members 
Mstep: Class 12 contains 97770 members 
Mstep: Class 13 contains 96554 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 15 contains 3149 members 
Mstep: Class 16 contains 65468 members 
Mstep: Class 17 contains 24903 members 
Mstep: Class 18 contains 14421 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 422 members 
Mstep: Class 21 contains 8806 members 
Mstep: Class 22 contains 345 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 757 members 
Mstep: Class 25 contains 4752 members 
Mstep: Class 26 contains 17637 members 
Mstep: Class 27 contains 1540 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 9345 members 
Mstep: Class 30 contains 34768 members 
Mstep: Class 31 contains 43644 members 
Mstep: Class 32 contains 1968 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2987 members 
Mstep: Class 35 contains 17683 members 
Mstep: Class 36 contains 6490 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1125 members 
Mstep: Class 41 contains 15236 members 
Mstep: Class 42 contains 611 members 
Mstep: Class 43 contains 5757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111794192.000000 Penalty: 95941.398438
Iteration 495Q: 44 clusters Score -1.117942e+08 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 100810 members 
Mstep: Class 2 contains 11197 members 
Mstep: Class 3 contains 7010 members 
Mstep: Class 4 contains 119792 members 
Mstep: Class 5 contains 1099 members 
Mstep: Class 6 contains 1488 members 
Mstep: Class 7 contains 5082 members 
Mstep: Class 8 contains 9749 members 
Mstep: Class 9 contains 72485 members 
Mstep: Class 10 contains 2568 members 
Mstep: Class 11 contains 104710 members 
Mstep: Class 12 contains 97696 members 
Mstep: Class 13 contains 96557 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 15 contains 3148 members 
Mstep: Class 16 contains 65374 members 
Mstep: Class 17 contains 24889 members 
Mstep: Class 18 contains 14427 members 
Mstep: Class 19 contains 3257 members 
Mstep: Class 20 contains 422 members 
Mstep: Class 21 contains 8812 members 
Mstep: Class 22 contains 345 members 
Mstep: Class 23 contains 563 members 
Mstep: Class 24 contains 757 members 
Mstep: Class 25 contains 4747 members 
Mstep: Class 26 contains 17619 members 
Mstep: Class 27 contains 1538 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 9338 members 
Mstep: Class 30 contains 34775 members 
Mstep: Class 31 contains 43611 members 
Mstep: Class 32 contains 1969 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2990 members 
Mstep: Class 35 contains 17681 members 
Mstep: Class 36 contains 6492 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1124 members 
Mstep: Class 41 contains 15698 members 
Mstep: Class 42 contains 611 members 
Mstep: Class 43 contains 5764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111794096.000000 Penalty: 95941.398438
Iteration 496Q: 44 clusters Score -1.117941e+08 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 100754 members 
Mstep: Class 2 contains 11191 members 
Mstep: Class 3 contains 7007 members 
Mstep: Class 4 contains 119660 members 
Mstep: Class 5 contains 1099 members 
Mstep: Class 6 contains 1489 members 
Mstep: Class 7 contains 5085 members 
Mstep: Class 8 contains 9750 members 
Mstep: Class 9 contains 72399 members 
Mstep: Class 10 contains 2570 members 
Mstep: Class 11 contains 104730 members 
Mstep: Class 12 contains 97642 members 
Mstep: Class 13 contains 96576 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 15 contains 3150 members 
Mstep: Class 16 contains 65272 members 
Mstep: Class 17 contains 24880 members 
Mstep: Class 18 contains 14432 members 
Mstep: Class 19 contains 3260 members 
Mstep: Class 20 contains 423 members 
Mstep: Class 21 contains 8819 members 
Mstep: Class 22 contains 345 members 
Mstep: Class 23 contains 563 members 
Mstep: Class 24 contains 757 members 
Mstep: Class 25 contains 4752 members 
Mstep: Class 26 contains 17605 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 9335 members 
Mstep: Class 30 contains 34767 members 
Mstep: Class 31 contains 43572 members 
Mstep: Class 32 contains 1970 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2993 members 
Mstep: Class 35 contains 17679 members 
Mstep: Class 36 contains 6493 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1125 members 
Mstep: Class 41 contains 16128 members 
Mstep: Class 42 contains 611 members 
Mstep: Class 43 contains 5780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111794504.000000 Penalty: 95941.398438
Iteration 497Q: 44 clusters Score -1.117945e+08 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 100686 members 
Mstep: Class 2 contains 11193 members 
Mstep: Class 3 contains 7002 members 
Mstep: Class 4 contains 119544 members 
Mstep: Class 5 contains 1099 members 
Mstep: Class 6 contains 1489 members 
Mstep: Class 7 contains 5088 members 
Mstep: Class 8 contains 9755 members 
Mstep: Class 9 contains 72320 members 
Mstep: Class 10 contains 2573 members 
Mstep: Class 11 contains 104762 members 
Mstep: Class 12 contains 97582 members 
Mstep: Class 13 contains 96618 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 15 contains 3149 members 
Mstep: Class 16 contains 65173 members 
Mstep: Class 17 contains 24868 members 
Mstep: Class 18 contains 14434 members 
Mstep: Class 19 contains 3261 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 8824 members 
Mstep: Class 22 contains 345 members 
Mstep: Class 23 contains 563 members 
Mstep: Class 24 contains 757 members 
Mstep: Class 25 contains 4752 members 
Mstep: Class 26 contains 17605 members 
Mstep: Class 27 contains 1527 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 9332 members 
Mstep: Class 30 contains 34756 members 
Mstep: Class 31 contains 43524 members 
Mstep: Class 32 contains 1969 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2995 members 
Mstep: Class 35 contains 17678 members 
Mstep: Class 36 contains 6493 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1126 members 
Mstep: Class 41 contains 16529 members 
Mstep: Class 42 contains 611 members 
Mstep: Class 43 contains 5788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111794832.000000 Penalty: 95941.398438
Iteration 498Q: 44 clusters Score -1.117948e+08 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 100561 members 
Mstep: Class 2 contains 11191 members 
Mstep: Class 3 contains 6997 members 
Mstep: Class 4 contains 119466 members 
Mstep: Class 5 contains 1098 members 
Mstep: Class 6 contains 1489 members 
Mstep: Class 7 contains 5088 members 
Mstep: Class 8 contains 9759 members 
Mstep: Class 9 contains 72255 members 
Mstep: Class 10 contains 2574 members 
Mstep: Class 11 contains 104801 members 
Mstep: Class 12 contains 97501 members 
Mstep: Class 13 contains 96653 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 15 contains 3150 members 
Mstep: Class 16 contains 65099 members 
Mstep: Class 17 contains 24860 members 
Mstep: Class 18 contains 14434 members 
Mstep: Class 19 contains 3265 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 8827 members 
Mstep: Class 22 contains 345 members 
Mstep: Class 23 contains 563 members 
Mstep: Class 24 contains 757 members 
Mstep: Class 25 contains 4753 members 
Mstep: Class 26 contains 17598 members 
Mstep: Class 27 contains 1528 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 9332 members 
Mstep: Class 30 contains 34763 members 
Mstep: Class 31 contains 43479 members 
Mstep: Class 32 contains 1969 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2995 members 
Mstep: Class 35 contains 17675 members 
Mstep: Class 36 contains 6493 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1126 members 
Mstep: Class 41 contains 16920 members 
Mstep: Class 42 contains 611 members 
Mstep: Class 43 contains 5795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111794712.000000 Penalty: 95941.398438
Iteration 499Q: 44 clusters Score -1.117947e+08 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 100488 members 
Mstep: Class 2 contains 11181 members 
Mstep: Class 3 contains 6997 members 
Mstep: Class 4 contains 119394 members 
Mstep: Class 5 contains 1098 members 
Mstep: Class 6 contains 1488 members 
Mstep: Class 7 contains 5087 members 
Mstep: Class 8 contains 9757 members 
Mstep: Class 9 contains 72198 members 
Mstep: Class 10 contains 2576 members 
Mstep: Class 11 contains 104841 members 
Mstep: Class 12 contains 97429 members 
Mstep: Class 13 contains 96660 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 15 contains 3157 members 
Mstep: Class 16 contains 65026 members 
Mstep: Class 17 contains 24844 members 
Mstep: Class 18 contains 14439 members 
Mstep: Class 19 contains 3267 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 8828 members 
Mstep: Class 22 contains 345 members 
Mstep: Class 23 contains 563 members 
Mstep: Class 24 contains 757 members 
Mstep: Class 25 contains 4751 members 
Mstep: Class 26 contains 17595 members 
Mstep: Class 27 contains 1526 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 9333 members 
Mstep: Class 30 contains 34761 members 
Mstep: Class 31 contains 43442 members 
Mstep: Class 32 contains 1969 members 
Mstep: Class 33 contains 264 members 
Mstep: Class 34 contains 2997 members 
Mstep: Class 35 contains 17674 members 
Mstep: Class 36 contains 6489 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 1126 members 
Mstep: Class 41 contains 17272 members 
Mstep: Class 42 contains 611 members 
Mstep: Class 43 contains 5804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111795096.000000 Penalty: 95941.398438
Iteration 500F: 44 clusters Score -1.117951e+08 nChanged 1827
Maximum iterations exceeded
--- Evaluating fit on full set of 2755323 points ---
Entering Unmasked Estep 
Score: -339725824.000000 Penalty: 103617.953125
23->44 Clusters: Score -339725824.000000, best is -339757952.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 918441 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 39560 members 
Mstep: Class 3 contains 39708 members 
Mstep: Class 4 contains 40299 members 
Mstep: Class 5 contains 39781 members 
Mstep: Class 6 contains 39691 members 
Mstep: Class 7 contains 39712 members 
Mstep: Class 8 contains 40184 members 
Mstep: Class 9 contains 39795 members 
Mstep: Class 10 contains 40234 members 
Mstep: Class 11 contains 40292 members 
Mstep: Class 12 contains 39837 members 
Mstep: Class 13 contains 39756 members 
Mstep: Class 14 contains 40174 members 
Mstep: Class 15 contains 40018 members 
Mstep: Class 16 contains 40027 members 
Mstep: Class 17 contains 40034 members 
Mstep: Class 18 contains 39977 members 
Mstep: Class 19 contains 39952 members 
Mstep: Class 20 contains 39700 members 
Mstep: Class 21 contains 39844 members 
Mstep: Class 22 contains 40055 members 
Mstep: Class 23 contains 40016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1277.695312 but Gain 2231.195312
Score: -105295168.000000 Penalty: 49086.296875
Iteration 0F: 23 clusters Score -1.052952e+08 nChanged 878381
Entering Unmasked Mstep 
Mstep: Class 0 contains 1817 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 8134 members 
Mstep: Class 4 contains 35679 members 
Mstep: Class 5 contains 17138 members 
Mstep: Class 6 contains 3264 members 
Mstep: Class 8 contains 2855 members 
Mstep: Class 9 contains 19480 members 
Mstep: Class 10 contains 14283 members 
Mstep: Class 11 contains 31552 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 16515 members 
Mstep: Class 14 contains 7768 members 
Mstep: Class 15 contains 8403 members 
Mstep: Class 16 contains 3605 members 
Mstep: Class 17 contains 256003 members 
Mstep: Class 18 contains 15014 members 
Mstep: Class 19 contains 24699 members 
Mstep: Class 20 contains 402212 members 
Mstep: Class 21 contains 13899 members 
Mstep: Class 22 contains 1997 members 
Mstep: Class 23 contains 19431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109814088.000000 Penalty: 49086.296875
Iteration 1F: 23 clusters Score -1.098141e+08 nChanged 284593
Entering Unmasked Mstep 
Mstep: Class 0 contains 1327 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 8896 members 
Mstep: Class 4 contains 42115 members 
Mstep: Class 5 contains 8054 members 
Mstep: Class 6 contains 3414 members 
Mstep: Class 8 contains 2771 members 
Mstep: Class 9 contains 16755 members 
Mstep: Class 10 contains 11500 members 
Mstep: Class 11 contains 18164 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 16301 members 
Mstep: Class 14 contains 25223 members 
Mstep: Class 15 contains 13587 members 
Mstep: Class 16 contains 3402 members 
Mstep: Class 17 contains 272333 members 
Mstep: Class 18 contains 10431 members 
Mstep: Class 19 contains 30511 members 
Mstep: Class 20 contains 383066 members 
Mstep: Class 21 contains 13000 members 
Mstep: Class 22 contains 1320 members 
Mstep: Class 23 contains 22718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110366920.000000 Penalty: 49086.296875
Iteration 2F: 23 clusters Score -1.103669e+08 nChanged 201698
Entering Unmasked Mstep 
Mstep: Class 0 contains 929 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 2478 members 
Mstep: Class 3 contains 12006 members 
Mstep: Class 4 contains 54043 members 
Mstep: Class 5 contains 6402 members 
Mstep: Class 6 contains 5076 members 
Mstep: Class 8 contains 2092 members 
Mstep: Class 9 contains 18800 members 
Mstep: Class 10 contains 9029 members 
Mstep: Class 11 contains 13223 members 
Mstep: Class 12 contains 2521 members 
Mstep: Class 13 contains 21782 members 
Mstep: Class 14 contains 49408 members 
Mstep: Class 15 contains 17647 members 
Mstep: Class 16 contains 3857 members 
Mstep: Class 17 contains 231216 members 
Mstep: Class 18 contains 9042 members 
Mstep: Class 19 contains 40373 members 
Mstep: Class 20 contains 351184 members 
Mstep: Class 21 contains 14151 members 
Mstep: Class 22 contains 1253 members 
Mstep: Class 23 contains 42575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110710248.000000 Penalty: 49086.296875
Iteration 3F: 23 clusters Score -1.107102e+08 nChanged 182414
Entering Unmasked Mstep 
Mstep: Class 0 contains 778 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 3039 members 
Mstep: Class 3 contains 14905 members 
Mstep: Class 4 contains 71690 members 
Mstep: Class 5 contains 5844 members 
Mstep: Class 6 contains 6884 members 
Mstep: Class 8 contains 2610 members 
Mstep: Class 9 contains 19293 members 
Mstep: Class 10 contains 6916 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 2098 members 
Mstep: Class 13 contains 29897 members 
Mstep: Class 14 contains 66216 members 
Mstep: Class 15 contains 20082 members 
Mstep: Class 16 contains 4317 members 
Mstep: Class 17 contains 226394 members 
Mstep: Class 18 contains 7949 members 
Mstep: Class 19 contains 48068 members 
Mstep: Class 20 contains 276744 members 
Mstep: Class 21 contains 15066 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 69941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110980936.000000 Penalty: 49086.296875
Iteration 4F: 23 clusters Score -1.109809e+08 nChanged 150242
Entering Unmasked Mstep 
Mstep: Class 0 contains 687 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 3302 members 
Mstep: Class 3 contains 16479 members 
Mstep: Class 4 contains 93439 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 8709 members 
Mstep: Class 8 contains 3668 members 
Mstep: Class 9 contains 18757 members 
Mstep: Class 10 contains 5151 members 
Mstep: Class 11 contains 7823 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 37284 members 
Mstep: Class 14 contains 75888 members 
Mstep: Class 15 contains 21167 members 
Mstep: Class 16 contains 4775 members 
Mstep: Class 17 contains 207956 members 
Mstep: Class 18 contains 6585 members 
Mstep: Class 19 contains 52502 members 
Mstep: Class 20 contains 229081 members 
Mstep: Class 21 contains 15243 members 
Mstep: Class 22 contains 755 members 
Mstep: Class 23 contains 93530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111192336.000000 Penalty: 49086.296875
Iteration 5F: 23 clusters Score -1.111923e+08 nChanged 116451
Entering Unmasked Mstep 
Mstep: Class 0 contains 612 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 3457 members 
Mstep: Class 3 contains 17621 members 
Mstep: Class 4 contains 114145 members 
Mstep: Class 5 contains 6080 members 
Mstep: Class 6 contains 10048 members 
Mstep: Class 8 contains 4676 members 
Mstep: Class 9 contains 17312 members 
Mstep: Class 10 contains 3550 members 
Mstep: Class 11 contains 6889 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 42951 members 
Mstep: Class 14 contains 78303 members 
Mstep: Class 15 contains 21262 members 
Mstep: Class 16 contains 5014 members 
Mstep: Class 17 contains 203518 members 
Mstep: Class 18 contains 5196 members 
Mstep: Class 19 contains 54425 members 
Mstep: Class 20 contains 188928 members 
Mstep: Class 21 contains 14665 members 
Mstep: Class 22 contains 641 members 
Mstep: Class 23 contains 110333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111314168.000000 Penalty: 49086.296875
Iteration 6F: 23 clusters Score -1.113142e+08 nChanged 98724
Entering Unmasked Mstep 
Mstep: Class 0 contains 547 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 3553 members 
Mstep: Class 3 contains 19520 members 
Mstep: Class 4 contains 128388 members 
Mstep: Class 5 contains 6479 members 
Mstep: Class 6 contains 10835 members 
Mstep: Class 8 contains 5510 members 
Mstep: Class 9 contains 15659 members 
Mstep: Class 10 contains 2442 members 
Mstep: Class 11 contains 6366 members 
Mstep: Class 12 contains 1707 members 
Mstep: Class 13 contains 46219 members 
Mstep: Class 14 contains 78405 members 
Mstep: Class 15 contains 21084 members 
Mstep: Class 16 contains 5030 members 
Mstep: Class 17 contains 194558 members 
Mstep: Class 18 contains 4216 members 
Mstep: Class 19 contains 56644 members 
Mstep: Class 20 contains 166342 members 
Mstep: Class 21 contains 13942 members 
Mstep: Class 22 contains 616 members 
Mstep: Class 23 contains 123905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111378416.000000 Penalty: 49086.296875
Iteration 7F: 23 clusters Score -1.113784e+08 nChanged 81177
Entering Unmasked Mstep 
Mstep: Class 0 contains 494 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 3661 members 
Mstep: Class 3 contains 22640 members 
Mstep: Class 4 contains 129685 members 
Mstep: Class 5 contains 6787 members 
Mstep: Class 6 contains 11115 members 
Mstep: Class 8 contains 6224 members 
Mstep: Class 9 contains 13897 members 
Mstep: Class 10 contains 1810 members 
Mstep: Class 11 contains 6110 members 
Mstep: Class 12 contains 1538 members 
Mstep: Class 13 contains 49124 members 
Mstep: Class 14 contains 76206 members 
Mstep: Class 15 contains 20918 members 
Mstep: Class 16 contains 5092 members 
Mstep: Class 17 contains 195266 members 
Mstep: Class 18 contains 3769 members 
Mstep: Class 19 contains 59391 members 
Mstep: Class 20 contains 151576 members 
Mstep: Class 21 contains 13775 members 
Mstep: Class 22 contains 637 members 
Mstep: Class 23 contains 132465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111418120.000000 Penalty: 49086.296875
Iteration 8F: 23 clusters Score -1.114181e+08 nChanged 61955
Entering Unmasked Mstep 
Mstep: Class 0 contains 460 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 3660 members 
Mstep: Class 3 contains 26448 members 
Mstep: Class 4 contains 125468 members 
Mstep: Class 5 contains 6928 members 
Mstep: Class 6 contains 11356 members 
Mstep: Class 8 contains 6759 members 
Mstep: Class 9 contains 12128 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 6056 members 
Mstep: Class 12 contains 1402 members 
Mstep: Class 13 contains 51860 members 
Mstep: Class 14 contains 74944 members 
Mstep: Class 15 contains 20658 members 
Mstep: Class 16 contains 5193 members 
Mstep: Class 17 contains 194578 members 
Mstep: Class 18 contains 3753 members 
Mstep: Class 19 contains 62176 members 
Mstep: Class 20 contains 145581 members 
Mstep: Class 21 contains 13910 members 
Mstep: Class 22 contains 687 members 
Mstep: Class 23 contains 136690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111453256.000000 Penalty: 49086.296875
Iteration 9F: 23 clusters Score -1.114533e+08 nChanged 50928
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 3631 members 
Mstep: Class 3 contains 30843 members 
Mstep: Class 4 contains 121971 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 11657 members 
Mstep: Class 8 contains 7181 members 
Mstep: Class 9 contains 10417 members 
Mstep: Class 10 contains 1288 members 
Mstep: Class 11 contains 6060 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 54504 members 
Mstep: Class 14 contains 74199 members 
Mstep: Class 15 contains 20394 members 
Mstep: Class 16 contains 5365 members 
Mstep: Class 17 contains 193508 members 
Mstep: Class 18 contains 3954 members 
Mstep: Class 19 contains 64582 members 
Mstep: Class 20 contains 141871 members 
Mstep: Class 21 contains 14031 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 137209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111483152.000000 Penalty: 49086.296875
Iteration 10F: 23 clusters Score -1.114832e+08 nChanged 43127
Entering Unmasked Mstep 
Mstep: Class 0 contains 418 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 3589 members 
Mstep: Class 3 contains 35575 members 
Mstep: Class 4 contains 119408 members 
Mstep: Class 5 contains 6955 members 
Mstep: Class 6 contains 12019 members 
Mstep: Class 8 contains 7507 members 
Mstep: Class 9 contains 8826 members 
Mstep: Class 10 contains 1205 members 
Mstep: Class 11 contains 6106 members 
Mstep: Class 12 contains 1237 members 
Mstep: Class 13 contains 57069 members 
Mstep: Class 14 contains 73908 members 
Mstep: Class 15 contains 20048 members 
Mstep: Class 16 contains 5601 members 
Mstep: Class 17 contains 191879 members 
Mstep: Class 18 contains 4242 members 
Mstep: Class 19 contains 66610 members 
Mstep: Class 20 contains 139214 members 
Mstep: Class 21 contains 14133 members 
Mstep: Class 22 contains 755 members 
Mstep: Class 23 contains 135770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111506648.000000 Penalty: 49086.296875
Iteration 11Q: 23 clusters Score -1.115066e+08 nChanged 37461
Entering Unmasked Mstep 
Mstep: Class 0 contains 407 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 3547 members 
Mstep: Class 3 contains 40714 members 
Mstep: Class 4 contains 117309 members 
Mstep: Class 5 contains 6891 members 
Mstep: Class 6 contains 12303 members 
Mstep: Class 8 contains 7745 members 
Mstep: Class 9 contains 7370 members 
Mstep: Class 10 contains 1163 members 
Mstep: Class 11 contains 6182 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 59570 members 
Mstep: Class 14 contains 73974 members 
Mstep: Class 15 contains 19685 members 
Mstep: Class 16 contains 5840 members 
Mstep: Class 17 contains 189883 members 
Mstep: Class 18 contains 4593 members 
Mstep: Class 19 contains 68372 members 
Mstep: Class 20 contains 136975 members 
Mstep: Class 21 contains 14271 members 
Mstep: Class 22 contains 784 members 
Mstep: Class 23 contains 133279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111526352.000000 Penalty: 49086.296875
Iteration 12Q: 23 clusters Score -1.115264e+08 nChanged 33525
Entering Unmasked Mstep 
Mstep: Class 0 contains 405 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 3501 members 
Mstep: Class 3 contains 46252 members 
Mstep: Class 4 contains 115514 members 
Mstep: Class 5 contains 6818 members 
Mstep: Class 6 contains 12514 members 
Mstep: Class 8 contains 7920 members 
Mstep: Class 9 contains 6089 members 
Mstep: Class 10 contains 1147 members 
Mstep: Class 11 contains 6235 members 
Mstep: Class 12 contains 1164 members 
Mstep: Class 13 contains 62013 members 
Mstep: Class 14 contains 74089 members 
Mstep: Class 15 contains 19336 members 
Mstep: Class 16 contains 6057 members 
Mstep: Class 17 contains 188039 members 
Mstep: Class 18 contains 5027 members 
Mstep: Class 19 contains 69907 members 
Mstep: Class 20 contains 134757 members 
Mstep: Class 21 contains 14473 members 
Mstep: Class 22 contains 788 members 
Mstep: Class 23 contains 130023 members 
Entering Unmasked Estep 
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Iteration 13Q: 23 clusters Score -1.11544e+08 nChanged 31154
Entering Unmasked Mstep 
Mstep: Class 0 contains 405 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 52171 members 
Mstep: Class 4 contains 114070 members 
Mstep: Class 5 contains 6702 members 
Mstep: Class 6 contains 12509 members 
Mstep: Class 8 contains 8045 members 
Mstep: Class 9 contains 5078 members 
Mstep: Class 10 contains 1150 members 
Mstep: Class 11 contains 6276 members 
Mstep: Class 12 contains 1152 members 
Mstep: Class 13 contains 64108 members 
Mstep: Class 14 contains 74202 members 
Mstep: Class 15 contains 19048 members 
Mstep: Class 16 contains 6343 members 
Mstep: Class 17 contains 186260 members 
Mstep: Class 18 contains 5583 members 
Mstep: Class 19 contains 71085 members 
Mstep: Class 20 contains 132717 members 
Mstep: Class 21 contains 14663 members 
Mstep: Class 22 contains 789 members 
Mstep: Class 23 contains 126371 members 
Entering Unmasked Estep 
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Iteration 14Q: 23 clusters Score -1.115588e+08 nChanged 28914
Entering Unmasked Mstep 
Mstep: Class 0 contains 405 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 3397 members 
Mstep: Class 3 contains 58507 members 
Mstep: Class 4 contains 112792 members 
Mstep: Class 5 contains 6541 members 
Mstep: Class 6 contains 12413 members 
Mstep: Class 8 contains 8166 members 
Mstep: Class 9 contains 4265 members 
Mstep: Class 10 contains 1129 members 
Mstep: Class 11 contains 6356 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 65820 members 
Mstep: Class 14 contains 74294 members 
Mstep: Class 15 contains 18755 members 
Mstep: Class 16 contains 6664 members 
Mstep: Class 17 contains 184394 members 
Mstep: Class 18 contains 6199 members 
Mstep: Class 19 contains 72092 members 
Mstep: Class 20 contains 130806 members 
Mstep: Class 21 contains 14815 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 122656 members 
Entering Unmasked Estep 
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Iteration 15Q: 23 clusters Score -1.115698e+08 nChanged 27297
Entering Unmasked Mstep 
Mstep: Class 0 contains 405 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3330 members 
Mstep: Class 3 contains 65463 members 
Mstep: Class 4 contains 111572 members 
Mstep: Class 5 contains 6353 members 
Mstep: Class 6 contains 12256 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 3633 members 
Mstep: Class 10 contains 1132 members 
Mstep: Class 11 contains 6430 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 66932 members 
Mstep: Class 14 contains 74455 members 
Mstep: Class 15 contains 18411 members 
Mstep: Class 16 contains 6975 members 
Mstep: Class 17 contains 182398 members 
Mstep: Class 18 contains 6921 members 
Mstep: Class 19 contains 73145 members 
Mstep: Class 20 contains 129059 members 
Mstep: Class 21 contains 14735 members 
Mstep: Class 22 contains 784 members 
Mstep: Class 23 contains 118864 members 
Entering Unmasked Estep 
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Iteration 16Q: 23 clusters Score -1.115813e+08 nChanged 25462
Entering Unmasked Mstep 
Mstep: Class 0 contains 405 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 3274 members 
Mstep: Class 3 contains 72837 members 
Mstep: Class 4 contains 110347 members 
Mstep: Class 5 contains 6205 members 
Mstep: Class 6 contains 12053 members 
Mstep: Class 8 contains 8342 members 
Mstep: Class 9 contains 3155 members 
Mstep: Class 10 contains 1163 members 
Mstep: Class 11 contains 6533 members 
Mstep: Class 12 contains 1150 members 
Mstep: Class 13 contains 67500 members 
Mstep: Class 14 contains 74575 members 
Mstep: Class 15 contains 18024 members 
Mstep: Class 16 contains 7313 members 
Mstep: Class 17 contains 180280 members 
Mstep: Class 18 contains 7712 members 
Mstep: Class 19 contains 74252 members 
Mstep: Class 20 contains 127312 members 
Mstep: Class 21 contains 14370 members 
Mstep: Class 22 contains 783 members 
Mstep: Class 23 contains 115332 members 
Entering Unmasked Estep 
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Iteration 17Q: 23 clusters Score -1.115921e+08 nChanged 23846
Entering Unmasked Mstep 
Mstep: Class 0 contains 405 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 80684 members 
Mstep: Class 4 contains 108910 members 
Mstep: Class 5 contains 6059 members 
Mstep: Class 6 contains 11849 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 2787 members 
Mstep: Class 10 contains 1192 members 
Mstep: Class 11 contains 6653 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 67647 members 
Mstep: Class 14 contains 74727 members 
Mstep: Class 15 contains 17664 members 
Mstep: Class 16 contains 7512 members 
Mstep: Class 17 contains 178207 members 
Mstep: Class 18 contains 8403 members 
Mstep: Class 19 contains 75335 members 
Mstep: Class 20 contains 125563 members 
Mstep: Class 21 contains 13740 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 112016 members 
Entering Unmasked Estep 
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Iteration 18Q: 23 clusters Score -1.116e+08 nChanged 21813
Entering Unmasked Mstep 
Mstep: Class 0 contains 405 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3218 members 
Mstep: Class 3 contains 88624 members 
Mstep: Class 4 contains 107604 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 8 contains 8531 members 
Mstep: Class 9 contains 2528 members 
Mstep: Class 10 contains 1212 members 
Mstep: Class 11 contains 6772 members 
Mstep: Class 12 contains 1155 members 
Mstep: Class 13 contains 67532 members 
Mstep: Class 14 contains 74806 members 
Mstep: Class 15 contains 17412 members 
Mstep: Class 16 contains 7587 members 
Mstep: Class 17 contains 175842 members 
Mstep: Class 18 contains 8958 members 
Mstep: Class 19 contains 76427 members 
Mstep: Class 20 contains 123880 members 
Mstep: Class 21 contains 12977 members 
Mstep: Class 22 contains 789 members 
Mstep: Class 23 contains 109118 members 
Entering Unmasked Estep 
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Iteration 19Q: 23 clusters Score -1.116077e+08 nChanged 19947
Entering Unmasked Mstep 
Mstep: Class 0 contains 405 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 96604 members 
Mstep: Class 4 contains 106420 members 
Mstep: Class 5 contains 5806 members 
Mstep: Class 6 contains 11412 members 
Mstep: Class 8 contains 8613 members 
Mstep: Class 9 contains 2296 members 
Mstep: Class 10 contains 1224 members 
Mstep: Class 11 contains 6888 members 
Mstep: Class 12 contains 1156 members 
Mstep: Class 13 contains 67149 members 
Mstep: Class 14 contains 74888 members 
Mstep: Class 15 contains 17265 members 
Mstep: Class 16 contains 7595 members 
Mstep: Class 17 contains 173239 members 
Mstep: Class 18 contains 9436 members 
Mstep: Class 19 contains 77437 members 
Mstep: Class 20 contains 122261 members 
Mstep: Class 21 contains 12154 members 
Mstep: Class 22 contains 788 members 
Mstep: Class 23 contains 106588 members 
Entering Unmasked Estep 
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Iteration 20F: 23 clusters Score -1.116178e+08 nChanged 21053
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3110 members 
Mstep: Class 3 contains 106614 members 
Mstep: Class 4 contains 104361 members 
Mstep: Class 5 contains 5709 members 
Mstep: Class 6 contains 11240 members 
Mstep: Class 8 contains 8660 members 
Mstep: Class 9 contains 2146 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 7025 members 
Mstep: Class 12 contains 1130 members 
Mstep: Class 13 contains 66833 members 
Mstep: Class 14 contains 74955 members 
Mstep: Class 15 contains 17195 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 169813 members 
Mstep: Class 18 contains 9887 members 
Mstep: Class 19 contains 78344 members 
Mstep: Class 20 contains 120593 members 
Mstep: Class 21 contains 11356 members 
Mstep: Class 22 contains 815 members 
Mstep: Class 23 contains 103665 members 
Entering Unmasked Estep 
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Iteration 21Q: 23 clusters Score -1.116263e+08 nChanged 26557
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 3051 members 
Mstep: Class 3 contains 118525 members 
Mstep: Class 4 contains 100951 members 
Mstep: Class 5 contains 5673 members 
Mstep: Class 6 contains 11067 members 
Mstep: Class 8 contains 8696 members 
Mstep: Class 9 contains 2042 members 
Mstep: Class 10 contains 1238 members 
Mstep: Class 11 contains 7175 members 
Mstep: Class 12 contains 1098 members 
Mstep: Class 13 contains 66631 members 
Mstep: Class 14 contains 74905 members 
Mstep: Class 15 contains 17192 members 
Mstep: Class 16 contains 7509 members 
Mstep: Class 17 contains 166168 members 
Mstep: Class 18 contains 10253 members 
Mstep: Class 19 contains 79369 members 
Mstep: Class 20 contains 119114 members 
Mstep: Class 21 contains 10657 members 
Mstep: Class 22 contains 827 members 
Mstep: Class 23 contains 100007 members 
Entering Unmasked Estep 
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Iteration 22Q: 23 clusters Score -1.116282e+08 nChanged 28604
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2987 members 
Mstep: Class 3 contains 127723 members 
Mstep: Class 4 contains 98371 members 
Mstep: Class 5 contains 5635 members 
Mstep: Class 6 contains 10913 members 
Mstep: Class 8 contains 8724 members 
Mstep: Class 9 contains 1986 members 
Mstep: Class 10 contains 1230 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 66520 members 
Mstep: Class 14 contains 74693 members 
Mstep: Class 15 contains 17255 members 
Mstep: Class 16 contains 7448 members 
Mstep: Class 17 contains 163386 members 
Mstep: Class 18 contains 10583 members 
Mstep: Class 19 contains 79883 members 
Mstep: Class 20 contains 117828 members 
Mstep: Class 21 contains 10332 members 
Mstep: Class 22 contains 836 members 
Mstep: Class 23 contains 97416 members 
Entering Unmasked Estep 
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Iteration 23Q: 23 clusters Score -1.116256e+08 nChanged 24962
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2948 members 
Mstep: Class 3 contains 130273 members 
Mstep: Class 4 contains 98265 members 
Mstep: Class 5 contains 5589 members 
Mstep: Class 6 contains 10776 members 
Mstep: Class 8 contains 8739 members 
Mstep: Class 9 contains 1984 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 7352 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 66290 members 
Mstep: Class 14 contains 74447 members 
Mstep: Class 15 contains 17290 members 
Mstep: Class 16 contains 7361 members 
Mstep: Class 17 contains 161893 members 
Mstep: Class 18 contains 10827 members 
Mstep: Class 19 contains 80039 members 
Mstep: Class 20 contains 117257 members 
Mstep: Class 21 contains 10272 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 97346 members 
Entering Unmasked Estep 
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Iteration 24Q: 23 clusters Score -1.116267e+08 nChanged 18605
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2905 members 
Mstep: Class 3 contains 129004 members 
Mstep: Class 4 contains 99371 members 
Mstep: Class 5 contains 5588 members 
Mstep: Class 6 contains 10650 members 
Mstep: Class 8 contains 8747 members 
Mstep: Class 9 contains 1992 members 
Mstep: Class 10 contains 1203 members 
Mstep: Class 11 contains 7482 members 
Mstep: Class 12 contains 1064 members 
Mstep: Class 13 contains 66033 members 
Mstep: Class 14 contains 74214 members 
Mstep: Class 15 contains 17297 members 
Mstep: Class 16 contains 7328 members 
Mstep: Class 17 contains 161223 members 
Mstep: Class 18 contains 11036 members 
Mstep: Class 19 contains 80191 members 
Mstep: Class 20 contains 116977 members 
Mstep: Class 21 contains 10291 members 
Mstep: Class 22 contains 844 members 
Mstep: Class 23 contains 98652 members 
Entering Unmasked Estep 
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Iteration 25Q: 23 clusters Score -1.116286e+08 nChanged 14422
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 126787 members 
Mstep: Class 4 contains 100651 members 
Mstep: Class 5 contains 5615 members 
Mstep: Class 6 contains 10544 members 
Mstep: Class 8 contains 8747 members 
Mstep: Class 9 contains 2023 members 
Mstep: Class 10 contains 1193 members 
Mstep: Class 11 contains 7754 members 
Mstep: Class 12 contains 1059 members 
Mstep: Class 13 contains 65882 members 
Mstep: Class 14 contains 74102 members 
Mstep: Class 15 contains 17293 members 
Mstep: Class 16 contains 7308 members 
Mstep: Class 17 contains 160669 members 
Mstep: Class 18 contains 11205 members 
Mstep: Class 19 contains 80347 members 
Mstep: Class 20 contains 116684 members 
Mstep: Class 21 contains 10289 members 
Mstep: Class 22 contains 845 members 
Mstep: Class 23 contains 100234 members 
Entering Unmasked Estep 
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Iteration 26Q: 23 clusters Score -1.116322e+08 nChanged 12745
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 2847 members 
Mstep: Class 3 contains 124602 members 
Mstep: Class 4 contains 101810 members 
Mstep: Class 5 contains 5597 members 
Mstep: Class 6 contains 10454 members 
Mstep: Class 8 contains 8738 members 
Mstep: Class 9 contains 2082 members 
Mstep: Class 10 contains 1186 members 
Mstep: Class 11 contains 8116 members 
Mstep: Class 12 contains 1058 members 
Mstep: Class 13 contains 65749 members 
Mstep: Class 14 contains 74080 members 
Mstep: Class 15 contains 17307 members 
Mstep: Class 16 contains 7287 members 
Mstep: Class 17 contains 159977 members 
Mstep: Class 18 contains 11356 members 
Mstep: Class 19 contains 80468 members 
Mstep: Class 20 contains 116310 members 
Mstep: Class 21 contains 10331 members 
Mstep: Class 22 contains 844 members 
Mstep: Class 23 contains 101908 members 
Entering Unmasked Estep 
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Iteration 27Q: 23 clusters Score -1.116354e+08 nChanged 12050
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2832 members 
Mstep: Class 3 contains 122662 members 
Mstep: Class 4 contains 102697 members 
Mstep: Class 5 contains 5604 members 
Mstep: Class 6 contains 10390 members 
Mstep: Class 8 contains 8741 members 
Mstep: Class 9 contains 2124 members 
Mstep: Class 10 contains 1194 members 
Mstep: Class 11 contains 8608 members 
Mstep: Class 12 contains 1058 members 
Mstep: Class 13 contains 65674 members 
Mstep: Class 14 contains 74053 members 
Mstep: Class 15 contains 17320 members 
Mstep: Class 16 contains 7274 members 
Mstep: Class 17 contains 159206 members 
Mstep: Class 18 contains 11462 members 
Mstep: Class 19 contains 80591 members 
Mstep: Class 20 contains 115914 members 
Mstep: Class 21 contains 10439 members 
Mstep: Class 22 contains 844 members 
Mstep: Class 23 contains 103432 members 
Entering Unmasked Estep 
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Iteration 28Q: 23 clusters Score -1.116384e+08 nChanged 11486
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2817 members 
Mstep: Class 3 contains 121244 members 
Mstep: Class 4 contains 103213 members 
Mstep: Class 5 contains 5640 members 
Mstep: Class 6 contains 10345 members 
Mstep: Class 8 contains 8742 members 
Mstep: Class 9 contains 2185 members 
Mstep: Class 10 contains 1208 members 
Mstep: Class 11 contains 9138 members 
Mstep: Class 12 contains 1057 members 
Mstep: Class 13 contains 65610 members 
Mstep: Class 14 contains 74020 members 
Mstep: Class 15 contains 17323 members 
Mstep: Class 16 contains 7262 members 
Mstep: Class 17 contains 158370 members 
Mstep: Class 18 contains 11505 members 
Mstep: Class 19 contains 80726 members 
Mstep: Class 20 contains 115542 members 
Mstep: Class 21 contains 10578 members 
Mstep: Class 22 contains 845 members 
Mstep: Class 23 contains 104749 members 
Entering Unmasked Estep 
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Iteration 29Q: 23 clusters Score -1.116414e+08 nChanged 11022
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 2810 members 
Mstep: Class 3 contains 120191 members 
Mstep: Class 4 contains 103487 members 
Mstep: Class 5 contains 5700 members 
Mstep: Class 6 contains 10297 members 
Mstep: Class 8 contains 8745 members 
Mstep: Class 9 contains 2236 members 
Mstep: Class 10 contains 1219 members 
Mstep: Class 11 contains 9780 members 
Mstep: Class 12 contains 1055 members 
Mstep: Class 13 contains 65537 members 
Mstep: Class 14 contains 73992 members 
Mstep: Class 15 contains 17327 members 
Mstep: Class 16 contains 7259 members 
Mstep: Class 17 contains 157398 members 
Mstep: Class 18 contains 11512 members 
Mstep: Class 19 contains 80847 members 
Mstep: Class 20 contains 115251 members 
Mstep: Class 21 contains 10749 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 105887 members 
Entering Unmasked Estep 
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Iteration 30Q: 23 clusters Score -1.116437e+08 nChanged 10734
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 2802 members 
Mstep: Class 3 contains 119412 members 
Mstep: Class 4 contains 103527 members 
Mstep: Class 5 contains 5762 members 
Mstep: Class 6 contains 10275 members 
Mstep: Class 8 contains 8746 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 10521 members 
Mstep: Class 12 contains 1055 members 
Mstep: Class 13 contains 65477 members 
Mstep: Class 14 contains 73926 members 
Mstep: Class 15 contains 17342 members 
Mstep: Class 16 contains 7241 members 
Mstep: Class 17 contains 156355 members 
Mstep: Class 18 contains 11518 members 
Mstep: Class 19 contains 80974 members 
Mstep: Class 20 contains 115009 members 
Mstep: Class 21 contains 10885 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 106914 members 
Entering Unmasked Estep 
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Iteration 31Q: 23 clusters Score -1.116463e+08 nChanged 10432
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2794 members 
Mstep: Class 3 contains 118912 members 
Mstep: Class 4 contains 103622 members 
Mstep: Class 5 contains 5844 members 
Mstep: Class 6 contains 10255 members 
Mstep: Class 8 contains 8760 members 
Mstep: Class 9 contains 2354 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 11226 members 
Mstep: Class 12 contains 1054 members 
Mstep: Class 13 contains 65385 members 
Mstep: Class 14 contains 73787 members 
Mstep: Class 15 contains 17356 members 
Mstep: Class 16 contains 7231 members 
Mstep: Class 17 contains 155234 members 
Mstep: Class 18 contains 11493 members 
Mstep: Class 19 contains 81218 members 
Mstep: Class 20 contains 114803 members 
Mstep: Class 21 contains 10980 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 107679 members 
Entering Unmasked Estep 
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Iteration 32Q: 23 clusters Score -1.116486e+08 nChanged 10054
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 2784 members 
Mstep: Class 3 contains 118581 members 
Mstep: Class 4 contains 103878 members 
Mstep: Class 5 contains 5922 members 
Mstep: Class 6 contains 10230 members 
Mstep: Class 8 contains 8770 members 
Mstep: Class 9 contains 2415 members 
Mstep: Class 10 contains 1388 members 
Mstep: Class 11 contains 11828 members 
Mstep: Class 12 contains 1054 members 
Mstep: Class 13 contains 65286 members 
Mstep: Class 14 contains 73663 members 
Mstep: Class 15 contains 17347 members 
Mstep: Class 16 contains 7233 members 
Mstep: Class 17 contains 154021 members 
Mstep: Class 18 contains 11469 members 
Mstep: Class 19 contains 81453 members 
Mstep: Class 20 contains 114562 members 
Mstep: Class 21 contains 10996 members 
Mstep: Class 22 contains 839 members 
Mstep: Class 23 contains 108409 members 
Entering Unmasked Estep 
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Iteration 33Q: 23 clusters Score -1.116508e+08 nChanged 9561
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2778 members 
Mstep: Class 3 contains 118458 members 
Mstep: Class 4 contains 104164 members 
Mstep: Class 5 contains 6033 members 
Mstep: Class 6 contains 10222 members 
Mstep: Class 8 contains 8791 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 1496 members 
Mstep: Class 11 contains 12227 members 
Mstep: Class 12 contains 1053 members 
Mstep: Class 13 contains 65184 members 
Mstep: Class 14 contains 73512 members 
Mstep: Class 15 contains 17342 members 
Mstep: Class 16 contains 7253 members 
Mstep: Class 17 contains 152824 members 
Mstep: Class 18 contains 11429 members 
Mstep: Class 19 contains 81724 members 
Mstep: Class 20 contains 114322 members 
Mstep: Class 21 contains 11022 members 
Mstep: Class 22 contains 836 members 
Mstep: Class 23 contains 109003 members 
Entering Unmasked Estep 
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Iteration 34Q: 23 clusters Score -1.116537e+08 nChanged 9171
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 2774 members 
Mstep: Class 3 contains 118397 members 
Mstep: Class 4 contains 104537 members 
Mstep: Class 5 contains 6135 members 
Mstep: Class 6 contains 10211 members 
Mstep: Class 8 contains 8816 members 
Mstep: Class 9 contains 2517 members 
Mstep: Class 10 contains 1590 members 
Mstep: Class 11 contains 12564 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 65162 members 
Mstep: Class 14 contains 73346 members 
Mstep: Class 15 contains 17331 members 
Mstep: Class 16 contains 7285 members 
Mstep: Class 17 contains 151733 members 
Mstep: Class 18 contains 11351 members 
Mstep: Class 19 contains 81945 members 
Mstep: Class 20 contains 114092 members 
Mstep: Class 21 contains 11042 members 
Mstep: Class 22 contains 836 members 
Mstep: Class 23 contains 109439 members 
Entering Unmasked Estep 
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Iteration 35Q: 23 clusters Score -1.116556e+08 nChanged 8924
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 2761 members 
Mstep: Class 3 contains 118340 members 
Mstep: Class 4 contains 105059 members 
Mstep: Class 5 contains 6233 members 
Mstep: Class 6 contains 10207 members 
Mstep: Class 8 contains 8837 members 
Mstep: Class 9 contains 2552 members 
Mstep: Class 10 contains 1657 members 
Mstep: Class 11 contains 12729 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 65229 members 
Mstep: Class 14 contains 73183 members 
Mstep: Class 15 contains 17332 members 
Mstep: Class 16 contains 7327 members 
Mstep: Class 17 contains 150702 members 
Mstep: Class 18 contains 11237 members 
Mstep: Class 19 contains 82147 members 
Mstep: Class 20 contains 113877 members 
Mstep: Class 21 contains 11067 members 
Mstep: Class 22 contains 837 members 
Mstep: Class 23 contains 109780 members 
Entering Unmasked Estep 
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Iteration 36Q: 23 clusters Score -1.116568e+08 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2757 members 
Mstep: Class 3 contains 118257 members 
Mstep: Class 4 contains 105501 members 
Mstep: Class 5 contains 6338 members 
Mstep: Class 6 contains 10187 members 
Mstep: Class 8 contains 8853 members 
Mstep: Class 9 contains 2587 members 
Mstep: Class 10 contains 1716 members 
Mstep: Class 11 contains 12922 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 65342 members 
Mstep: Class 14 contains 73048 members 
Mstep: Class 15 contains 17339 members 
Mstep: Class 16 contains 7374 members 
Mstep: Class 17 contains 149879 members 
Mstep: Class 18 contains 11094 members 
Mstep: Class 19 contains 82283 members 
Mstep: Class 20 contains 113724 members 
Mstep: Class 21 contains 11072 members 
Mstep: Class 22 contains 836 members 
Mstep: Class 23 contains 109983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111657496.000000 Penalty: 49086.296875
Iteration 37Q: 23 clusters Score -1.116575e+08 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 2751 members 
Mstep: Class 3 contains 118195 members 
Mstep: Class 4 contains 105855 members 
Mstep: Class 5 contains 6438 members 
Mstep: Class 6 contains 10176 members 
Mstep: Class 8 contains 8870 members 
Mstep: Class 9 contains 2617 members 
Mstep: Class 10 contains 1730 members 
Mstep: Class 11 contains 13093 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 65493 members 
Mstep: Class 14 contains 72956 members 
Mstep: Class 15 contains 17353 members 
Mstep: Class 16 contains 7438 members 
Mstep: Class 17 contains 149139 members 
Mstep: Class 18 contains 10926 members 
Mstep: Class 19 contains 82387 members 
Mstep: Class 20 contains 113631 members 
Mstep: Class 21 contains 11067 members 
Mstep: Class 22 contains 835 members 
Mstep: Class 23 contains 110152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111657648.000000 Penalty: 49086.296875
Iteration 38Q: 23 clusters Score -1.116576e+08 nChanged 6971
Entering ConstructFrom: 
Score: -111657648.000000 Penalty: 49086.296875
Entering ConstructFrom: 
Trying to split cluster 1 (5915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Entering Unmasked Estep 
Score: -687754.375000 Penalty: 1411.352539
	Iteration 0F: 2 clusters Score -687754.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -683166.187500 Penalty: 2822.705078
	Iteration 0F: 3 clusters Score -683166.2 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -684595.562500 Penalty: 2822.705078
	Iteration 1F: 3 clusters Score -684595.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -684972.687500 Penalty: 2822.705078
	Iteration 2F: 3 clusters Score -684972.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -685447.812500 Penalty: 2822.705078
	Iteration 3F: 3 clusters Score -685447.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -685944.312500 Penalty: 2822.705078
	Iteration 4F: 3 clusters Score -685944.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -686377.062500 Penalty: 2822.705078
	Iteration 5F: 3 clusters Score -686377.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -686684.000000 Penalty: 2822.705078
	Iteration 6F: 3 clusters Score -686684 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -686931.562500 Penalty: 2822.705078
	Iteration 7Q: 3 clusters Score -686931.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -687174.125000 Penalty: 2822.705078
	Iteration 8Q: 3 clusters Score -687174.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -687348.750000 Penalty: 2822.705078
	Iteration 9Q: 3 clusters Score -687348.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -687447.687500 Penalty: 2822.705078
	Iteration 10Q: 3 clusters Score -687447.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -687503.625000 Penalty: 2822.705078
	Iteration 11Q: 3 clusters Score -687503.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -687533.500000 Penalty: 2822.705078
	Iteration 12Q: 3 clusters Score -687533.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -687549.375000 Penalty: 2822.705078
	Iteration 13Q: 3 clusters Score -687549.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -687564.437500 Penalty: 2822.705078
	Iteration 14Q: 3 clusters Score -687564.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -687577.437500 Penalty: 2822.705078
	Iteration 15Q: 3 clusters Score -687577.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -687588.687500 Penalty: 2822.705078
	Iteration 16Q: 3 clusters Score -687588.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -687600.125000 Penalty: 2822.705078
	Iteration 17Q: 3 clusters Score -687600.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -687609.500000 Penalty: 2822.705078
	Iteration 18Q: 3 clusters Score -687609.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -687613.000000 Penalty: 2822.705078
	Iteration 19Q: 3 clusters Score -687613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -687615.312500 Penalty: 2822.705078
	Iteration 20F: 3 clusters Score -687615.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -687617.375000 Penalty: 2822.705078
	Iteration 21Q: 3 clusters Score -687617.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -687619.375000 Penalty: 2822.705078
	Iteration 22Q: 3 clusters Score -687619.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -687622.500000 Penalty: 2822.705078
	Iteration 23Q: 3 clusters Score -687622.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -687626.375000 Penalty: 2822.705078
	Iteration 24Q: 3 clusters Score -687626.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -687627.000000 Penalty: 2822.705078
	Iteration 25Q: 3 clusters Score -687627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -687630.437500 Penalty: 2822.705078
	Iteration 26Q: 3 clusters Score -687630.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -687629.875000 Penalty: 2822.705078
	Iteration 27Q: 3 clusters Score -687629.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -687632.000000 Penalty: 2822.705078
	Iteration 28Q: 3 clusters Score -687632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -687631.187500 Penalty: 2822.705078
	Iteration 29Q: 3 clusters Score -687631.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -687632.625000 Penalty: 2822.705078
	Iteration 30Q: 3 clusters Score -687632.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -687632.687500 Penalty: 2822.705078
	Iteration 31Q: 3 clusters Score -687632.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -687635.062500 Penalty: 2822.705078
	Iteration 32Q: 3 clusters Score -687635.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -687634.250000 Penalty: 2822.705078
	Iteration 33Q: 3 clusters Score -687634.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -687635.687500 Penalty: 2822.705078
	Iteration 34Q: 3 clusters Score -687635.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -687636.687500 Penalty: 2822.705078
	Iteration 35Q: 3 clusters Score -687636.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -687637.875000 Penalty: 2822.705078
	Iteration 36Q: 3 clusters Score -687637.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -687639.625000 Penalty: 2822.705078
	Iteration 37Q: 3 clusters Score -687639.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -687640.000000 Penalty: 2822.705078
	Iteration 38Q: 3 clusters Score -687640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -687639.125000 Penalty: 2822.705078
	Iteration 39Q: 3 clusters Score -687639.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -687639.125000 Penalty: 2822.705078
	Iteration 40F: 3 clusters Score -687639.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Entering Unmasked Estep 
Score: -275185.000000 Penalty: 1286.836304
	Iteration 0F: 2 clusters Score -275185 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 1391 members 
Entering Unmasked Estep 
Score: -272776.625000 Penalty: 2573.672607
	Iteration 0F: 3 clusters Score -272776.6 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -274539.687500 Penalty: 2573.672607
	Iteration 1F: 3 clusters Score -274539.7 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -276426.968750 Penalty: 2573.672607
	Iteration 2F: 3 clusters Score -276427 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -277267.750000 Penalty: 2573.672607
	Iteration 3F: 3 clusters Score -277267.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -277513.812500 Penalty: 2573.672607
	Iteration 4F: 3 clusters Score -277513.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -277601.281250 Penalty: 2573.672607
	Iteration 5Q: 3 clusters Score -277601.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -277656.093750 Penalty: 2573.672607
	Iteration 6Q: 3 clusters Score -277656.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -277696.062500 Penalty: 2573.672607
	Iteration 7Q: 3 clusters Score -277696.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -277719.531250 Penalty: 2573.672607
	Iteration 8Q: 3 clusters Score -277719.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -277728.500000 Penalty: 2573.672607
	Iteration 9Q: 3 clusters Score -277728.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -277730.312500 Penalty: 2573.672607
	Iteration 10Q: 3 clusters Score -277730.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -277732.906250 Penalty: 2573.672607
	Iteration 11Q: 3 clusters Score -277732.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -277739.562500 Penalty: 2573.672607
	Iteration 12Q: 3 clusters Score -277739.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -277743.687500 Penalty: 2573.672607
	Iteration 13Q: 3 clusters Score -277743.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -277745.000000 Penalty: 2573.672607
	Iteration 14Q: 3 clusters Score -277745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -277747.156250 Penalty: 2573.672607
	Iteration 15Q: 3 clusters Score -277747.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -277747.218750 Penalty: 2573.672607
	Iteration 16Q: 3 clusters Score -277747.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -277747.218750 Penalty: 2573.672607
	Iteration 17F: 3 clusters Score -277747.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1016 members 
Mstep: Class 3 contains 118101 members 
Mstep: Class 4 contains 106199 members 
Mstep: Class 5 contains 6548 members 
Mstep: Class 6 contains 10163 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 8875 members 
Mstep: Class 9 contains 2647 members 
Mstep: Class 10 contains 1740 members 
Mstep: Class 11 contains 13242 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 65661 members 
Mstep: Class 14 contains 72871 members 
Mstep: Class 15 contains 17357 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 148521 members 
Mstep: Class 18 contains 10739 members 
Mstep: Class 19 contains 82505 members 
Mstep: Class 20 contains 113554 members 
Mstep: Class 21 contains 11046 members 
Mstep: Class 22 contains 833 members 
Mstep: Class 23 contains 110225 members 
Entering Unmasked Estep 
Score: -111659352.000000 Penalty: 51317.492188
Splitting cluster 2 changes total score from -111657648.000000 to -111659352.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 3 (118101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118101 members 
Entering Unmasked Estep 
Score: -14815100.000000 Penalty: 1897.885498
	Iteration 0F: 2 clusters Score -1.48151e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58921 members 
Mstep: Class 2 contains 59180 members 
Entering Unmasked Estep 
Score: -14748412.000000 Penalty: 3795.770996
	Iteration 0F: 3 clusters Score -1.474841e+07 nChanged 56459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56048 members 
Mstep: Class 2 contains 62053 members 
Entering Unmasked Estep 
Score: -14781874.000000 Penalty: 3795.770996
	Iteration 1F: 3 clusters Score -1.478187e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53889 members 
Mstep: Class 2 contains 64212 members 
Entering Unmasked Estep 
Score: -14783440.000000 Penalty: 3795.770996
	Iteration 2Q: 3 clusters Score -1.478344e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50681 members 
Mstep: Class 2 contains 67420 members 
Entering Unmasked Estep 
Score: -14785977.000000 Penalty: 3795.770996
	Iteration 3Q: 3 clusters Score -1.478598e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46320 members 
Mstep: Class 2 contains 71781 members 
Entering Unmasked Estep 
Score: -14789717.000000 Penalty: 3795.770996
	Iteration 4F: 3 clusters Score -1.478972e+07 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 77104 members 
Entering Unmasked Estep 
Score: -14795043.000000 Penalty: 3795.770996
	Iteration 5F: 3 clusters Score -1.479504e+07 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 82733 members 
Entering Unmasked Estep 
Score: -14801398.000000 Penalty: 3795.770996
	Iteration 6F: 3 clusters Score -1.48014e+07 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 87609 members 
Entering Unmasked Estep 
Score: -14807522.000000 Penalty: 3795.770996
	Iteration 7F: 3 clusters Score -1.480752e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 91115 members 
Entering Unmasked Estep 
Score: -14811831.000000 Penalty: 3795.770996
	Iteration 8F: 3 clusters Score -1.481183e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 93518 members 
Entering Unmasked Estep 
Score: -14814215.000000 Penalty: 3795.770996
	Iteration 9Q: 3 clusters Score -1.481422e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 95653 members 
Entering Unmasked Estep 
Score: -14815500.000000 Penalty: 3795.770996
	Iteration 10Q: 3 clusters Score -1.48155e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 97878 members 
Entering Unmasked Estep 
Score: -14816212.000000 Penalty: 3795.770996
	Iteration 11Q: 3 clusters Score -1.481621e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 100227 members 
Entering Unmasked Estep 
Score: -14816482.000000 Penalty: 3795.770996
	Iteration 12Q: 3 clusters Score -1.481648e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 102460 members 
Entering Unmasked Estep 
Score: -14816752.000000 Penalty: 3795.770996
	Iteration 13Q: 3 clusters Score -1.481675e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 104669 members 
Entering Unmasked Estep 
Score: -14816570.000000 Penalty: 3795.770996
	Iteration 14Q: 3 clusters Score -1.481657e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 106785 members 
Entering Unmasked Estep 
Score: -14816421.000000 Penalty: 3795.770996
	Iteration 15Q: 3 clusters Score -1.481642e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 108602 members 
Entering Unmasked Estep 
Score: -14816182.000000 Penalty: 3795.770996
	Iteration 16Q: 3 clusters Score -1.481618e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 110010 members 
Entering Unmasked Estep 
Score: -14815708.000000 Penalty: 3795.770996
	Iteration 17Q: 3 clusters Score -1.481571e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 111153 members 
Entering Unmasked Estep 
Score: -14815403.000000 Penalty: 3795.770996
	Iteration 18Q: 3 clusters Score -1.48154e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 112080 members 
Entering Unmasked Estep 
Score: -14815232.000000 Penalty: 3795.770996
	Iteration 19Q: 3 clusters Score -1.481523e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 112854 members 
Entering Unmasked Estep 
Score: -14815071.000000 Penalty: 3795.770996
	Iteration 20F: 3 clusters Score -1.481507e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 113492 members 
Entering Unmasked Estep 
Score: -14815068.000000 Penalty: 3795.770996
	Iteration 21Q: 3 clusters Score -1.481507e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 114030 members 
Entering Unmasked Estep 
Score: -14815011.000000 Penalty: 3795.770996
	Iteration 22Q: 3 clusters Score -1.481501e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 114475 members 
Entering Unmasked Estep 
Score: -14814935.000000 Penalty: 3795.770996
	Iteration 23Q: 3 clusters Score -1.481494e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 114817 members 
Entering Unmasked Estep 
Score: -14814918.000000 Penalty: 3795.770996
	Iteration 24Q: 3 clusters Score -1.481492e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 115090 members 
Entering Unmasked Estep 
Score: -14814954.000000 Penalty: 3795.770996
	Iteration 25Q: 3 clusters Score -1.481495e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 115297 members 
Entering Unmasked Estep 
Score: -14815034.000000 Penalty: 3795.770996
	Iteration 26Q: 3 clusters Score -1.481503e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 115454 members 
Entering Unmasked Estep 
Score: -14815162.000000 Penalty: 3795.770996
	Iteration 27Q: 3 clusters Score -1.481516e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 115569 members 
Entering Unmasked Estep 
Score: -14815232.000000 Penalty: 3795.770996
	Iteration 28Q: 3 clusters Score -1.481523e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 115640 members 
Entering Unmasked Estep 
Score: -14815334.000000 Penalty: 3795.770996
	Iteration 29Q: 3 clusters Score -1.481533e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 115660 members 
Entering Unmasked Estep 
Score: -14815416.000000 Penalty: 3795.770996
	Iteration 30Q: 3 clusters Score -1.481542e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 115661 members 
Entering Unmasked Estep 
Score: -14815466.000000 Penalty: 3795.770996
	Iteration 31Q: 3 clusters Score -1.481547e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 115639 members 
Entering Unmasked Estep 
Score: -14815524.000000 Penalty: 3795.770996
	Iteration 32Q: 3 clusters Score -1.481552e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 115618 members 
Entering Unmasked Estep 
Score: -14815573.000000 Penalty: 3795.770996
	Iteration 33Q: 3 clusters Score -1.481557e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 115597 members 
Entering Unmasked Estep 
Score: -14815641.000000 Penalty: 3795.770996
	Iteration 34Q: 3 clusters Score -1.481564e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 115583 members 
Entering Unmasked Estep 
Score: -14815651.000000 Penalty: 3795.770996
	Iteration 35Q: 3 clusters Score -1.481565e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 115551 members 
Entering Unmasked Estep 
Score: -14815684.000000 Penalty: 3795.770996
	Iteration 36Q: 3 clusters Score -1.481568e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 115526 members 
Entering Unmasked Estep 
Score: -14815681.000000 Penalty: 3795.770996
	Iteration 37Q: 3 clusters Score -1.481568e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 115497 members 
Entering Unmasked Estep 
Score: -14815714.000000 Penalty: 3795.770996
	Iteration 38Q: 3 clusters Score -1.481571e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 115470 members 
Entering Unmasked Estep 
Score: -14815763.000000 Penalty: 3795.770996
	Iteration 39Q: 3 clusters Score -1.481576e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 115437 members 
Entering Unmasked Estep 
Score: -14815823.000000 Penalty: 3795.770996
	Iteration 40F: 3 clusters Score -1.481582e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 115374 members 
Entering Unmasked Estep 
Score: -14815843.000000 Penalty: 3795.770996
	Iteration 41Q: 3 clusters Score -1.481584e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 115309 members 
Entering Unmasked Estep 
Score: -14815865.000000 Penalty: 3795.770996
	Iteration 42Q: 3 clusters Score -1.481586e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 115265 members 
Entering Unmasked Estep 
Score: -14815882.000000 Penalty: 3795.770996
	Iteration 43Q: 3 clusters Score -1.481588e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 115229 members 
Entering Unmasked Estep 
Score: -14815922.000000 Penalty: 3795.770996
	Iteration 44Q: 3 clusters Score -1.481592e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 115196 members 
Entering Unmasked Estep 
Score: -14815915.000000 Penalty: 3795.770996
	Iteration 45Q: 3 clusters Score -1.481592e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 115164 members 
Entering Unmasked Estep 
Score: -14815947.000000 Penalty: 3795.770996
	Iteration 46Q: 3 clusters Score -1.481595e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 115137 members 
Entering Unmasked Estep 
Score: -14815987.000000 Penalty: 3795.770996
	Iteration 47Q: 3 clusters Score -1.481599e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 115109 members 
Entering Unmasked Estep 
Score: -14816004.000000 Penalty: 3795.770996
	Iteration 48Q: 3 clusters Score -1.4816e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 115075 members 
Entering Unmasked Estep 
Score: -14816019.000000 Penalty: 3795.770996
	Iteration 49Q: 3 clusters Score -1.481602e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 115040 members 
Entering Unmasked Estep 
Score: -14816049.000000 Penalty: 3795.770996
	Iteration 50Q: 3 clusters Score -1.481605e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 115016 members 
Entering Unmasked Estep 
Score: -14816065.000000 Penalty: 3795.770996
	Iteration 51Q: 3 clusters Score -1.481606e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 114987 members 
Entering Unmasked Estep 
Score: -14816075.000000 Penalty: 3795.770996
	Iteration 52Q: 3 clusters Score -1.481608e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 114963 members 
Entering Unmasked Estep 
Score: -14816097.000000 Penalty: 3795.770996
	Iteration 53Q: 3 clusters Score -1.48161e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 114952 members 
Entering Unmasked Estep 
Score: -14816111.000000 Penalty: 3795.770996
	Iteration 54Q: 3 clusters Score -1.481611e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 114938 members 
Entering Unmasked Estep 
Score: -14816121.000000 Penalty: 3795.770996
	Iteration 55Q: 3 clusters Score -1.481612e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 114929 members 
Entering Unmasked Estep 
Score: -14816139.000000 Penalty: 3795.770996
	Iteration 56Q: 3 clusters Score -1.481614e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 114917 members 
Entering Unmasked Estep 
Score: -14816133.000000 Penalty: 3795.770996
	Iteration 57Q: 3 clusters Score -1.481613e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 114903 members 
Entering Unmasked Estep 
Score: -14816145.000000 Penalty: 3795.770996
	Iteration 58Q: 3 clusters Score -1.481614e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 114890 members 
Entering Unmasked Estep 
Score: -14816160.000000 Penalty: 3795.770996
	Iteration 59Q: 3 clusters Score -1.481616e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 114870 members 
Entering Unmasked Estep 
Score: -14816150.000000 Penalty: 3795.770996
	Iteration 60F: 3 clusters Score -1.481615e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 114851 members 
Entering Unmasked Estep 
Score: -14816147.000000 Penalty: 3795.770996
	Iteration 61Q: 3 clusters Score -1.481615e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 114823 members 
Entering Unmasked Estep 
Score: -14816171.000000 Penalty: 3795.770996
	Iteration 62Q: 3 clusters Score -1.481617e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 114797 members 
Entering Unmasked Estep 
Score: -14816218.000000 Penalty: 3795.770996
	Iteration 63Q: 3 clusters Score -1.481622e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 114780 members 
Entering Unmasked Estep 
Score: -14816222.000000 Penalty: 3795.770996
	Iteration 64Q: 3 clusters Score -1.481622e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 114763 members 
Entering Unmasked Estep 
Score: -14816252.000000 Penalty: 3795.770996
	Iteration 65Q: 3 clusters Score -1.481625e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 114744 members 
Entering Unmasked Estep 
Score: -14816254.000000 Penalty: 3795.770996
	Iteration 66Q: 3 clusters Score -1.481625e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 114725 members 
Entering Unmasked Estep 
Score: -14816258.000000 Penalty: 3795.770996
	Iteration 67Q: 3 clusters Score -1.481626e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 114708 members 
Entering Unmasked Estep 
Score: -14816272.000000 Penalty: 3795.770996
	Iteration 68Q: 3 clusters Score -1.481627e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 114704 members 
Entering Unmasked Estep 
Score: -14816277.000000 Penalty: 3795.770996
	Iteration 69Q: 3 clusters Score -1.481628e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 114697 members 
Entering Unmasked Estep 
Score: -14816277.000000 Penalty: 3795.770996
	Iteration 70Q: 3 clusters Score -1.481628e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 114684 members 
Entering Unmasked Estep 
Score: -14816295.000000 Penalty: 3795.770996
	Iteration 71Q: 3 clusters Score -1.48163e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 114672 members 
Entering Unmasked Estep 
Score: -14816303.000000 Penalty: 3795.770996
	Iteration 72Q: 3 clusters Score -1.48163e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 114660 members 
Entering Unmasked Estep 
Score: -14816294.000000 Penalty: 3795.770996
	Iteration 73Q: 3 clusters Score -1.481629e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 114644 members 
Entering Unmasked Estep 
Score: -14816304.000000 Penalty: 3795.770996
	Iteration 74Q: 3 clusters Score -1.48163e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 114621 members 
Entering Unmasked Estep 
Score: -14816339.000000 Penalty: 3795.770996
	Iteration 75Q: 3 clusters Score -1.481634e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 114598 members 
Entering Unmasked Estep 
Score: -14816374.000000 Penalty: 3795.770996
	Iteration 76Q: 3 clusters Score -1.481637e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 114572 members 
Entering Unmasked Estep 
Score: -14816409.000000 Penalty: 3795.770996
	Iteration 77Q: 3 clusters Score -1.481641e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 114546 members 
Entering Unmasked Estep 
Score: -14816434.000000 Penalty: 3795.770996
	Iteration 78Q: 3 clusters Score -1.481643e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 114506 members 
Entering Unmasked Estep 
Score: -14816461.000000 Penalty: 3795.770996
	Iteration 79Q: 3 clusters Score -1.481646e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 114464 members 
Entering Unmasked Estep 
Score: -14816494.000000 Penalty: 3795.770996
	Iteration 80F: 3 clusters Score -1.481649e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 114419 members 
Entering Unmasked Estep 
Score: -14816497.000000 Penalty: 3795.770996
	Iteration 81Q: 3 clusters Score -1.48165e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 114383 members 
Entering Unmasked Estep 
Score: -14816525.000000 Penalty: 3795.770996
	Iteration 82Q: 3 clusters Score -1.481652e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 114356 members 
Entering Unmasked Estep 
Score: -14816547.000000 Penalty: 3795.770996
	Iteration 83Q: 3 clusters Score -1.481655e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 114330 members 
Entering Unmasked Estep 
Score: -14816554.000000 Penalty: 3795.770996
	Iteration 84Q: 3 clusters Score -1.481655e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 114305 members 
Entering Unmasked Estep 
Score: -14816576.000000 Penalty: 3795.770996
	Iteration 85Q: 3 clusters Score -1.481658e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 114276 members 
Entering Unmasked Estep 
Score: -14816590.000000 Penalty: 3795.770996
	Iteration 86Q: 3 clusters Score -1.481659e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 114253 members 
Entering Unmasked Estep 
Score: -14816587.000000 Penalty: 3795.770996
	Iteration 87Q: 3 clusters Score -1.481659e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 114232 members 
Entering Unmasked Estep 
Score: -14816588.000000 Penalty: 3795.770996
	Iteration 88Q: 3 clusters Score -1.481659e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 114220 members 
Entering Unmasked Estep 
Score: -14816624.000000 Penalty: 3795.770996
	Iteration 89Q: 3 clusters Score -1.481662e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 114203 members 
Entering Unmasked Estep 
Score: -14816628.000000 Penalty: 3795.770996
	Iteration 90Q: 3 clusters Score -1.481663e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 114192 members 
Entering Unmasked Estep 
Score: -14816650.000000 Penalty: 3795.770996
	Iteration 91Q: 3 clusters Score -1.481665e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 114178 members 
Entering Unmasked Estep 
Score: -14816672.000000 Penalty: 3795.770996
	Iteration 92Q: 3 clusters Score -1.481667e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 114168 members 
Entering Unmasked Estep 
Score: -14816692.000000 Penalty: 3795.770996
	Iteration 93Q: 3 clusters Score -1.481669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 114157 members 
Entering Unmasked Estep 
Score: -14816696.000000 Penalty: 3795.770996
	Iteration 94Q: 3 clusters Score -1.48167e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 114147 members 
Entering Unmasked Estep 
Score: -14816700.000000 Penalty: 3795.770996
	Iteration 95Q: 3 clusters Score -1.48167e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 114136 members 
Entering Unmasked Estep 
Score: -14816701.000000 Penalty: 3795.770996
	Iteration 96Q: 3 clusters Score -1.48167e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 114126 members 
Entering Unmasked Estep 
Score: -14816693.000000 Penalty: 3795.770996
	Iteration 97Q: 3 clusters Score -1.481669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 114122 members 
Entering Unmasked Estep 
Score: -14816679.000000 Penalty: 3795.770996
	Iteration 98Q: 3 clusters Score -1.481668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 114114 members 
Entering Unmasked Estep 
Score: -14816684.000000 Penalty: 3795.770996
	Iteration 99Q: 3 clusters Score -1.481668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 114104 members 
Entering Unmasked Estep 
Score: -14816691.000000 Penalty: 3795.770996
	Iteration 100F: 3 clusters Score -1.481669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 114097 members 
Entering Unmasked Estep 
Score: -14816698.000000 Penalty: 3795.770996
	Iteration 101Q: 3 clusters Score -1.48167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 114091 members 
Entering Unmasked Estep 
Score: -14816696.000000 Penalty: 3795.770996
	Iteration 102Q: 3 clusters Score -1.48167e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 114082 members 
Entering Unmasked Estep 
Score: -14816710.000000 Penalty: 3795.770996
	Iteration 103Q: 3 clusters Score -1.481671e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 114062 members 
Entering Unmasked Estep 
Score: -14816727.000000 Penalty: 3795.770996
	Iteration 104Q: 3 clusters Score -1.481673e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 114037 members 
Entering Unmasked Estep 
Score: -14816739.000000 Penalty: 3795.770996
	Iteration 105Q: 3 clusters Score -1.481674e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 114021 members 
Entering Unmasked Estep 
Score: -14816737.000000 Penalty: 3795.770996
	Iteration 106Q: 3 clusters Score -1.481674e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 113997 members 
Entering Unmasked Estep 
Score: -14816786.000000 Penalty: 3795.770996
	Iteration 107Q: 3 clusters Score -1.481679e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 113983 members 
Entering Unmasked Estep 
Score: -14816790.000000 Penalty: 3795.770996
	Iteration 108Q: 3 clusters Score -1.481679e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 113970 members 
Entering Unmasked Estep 
Score: -14816787.000000 Penalty: 3795.770996
	Iteration 109Q: 3 clusters Score -1.481679e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 113957 members 
Entering Unmasked Estep 
Score: -14816799.000000 Penalty: 3795.770996
	Iteration 110Q: 3 clusters Score -1.48168e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 113943 members 
Entering Unmasked Estep 
Score: -14816802.000000 Penalty: 3795.770996
	Iteration 111Q: 3 clusters Score -1.48168e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 113924 members 
Entering Unmasked Estep 
Score: -14816801.000000 Penalty: 3795.770996
	Iteration 112Q: 3 clusters Score -1.48168e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 113910 members 
Entering Unmasked Estep 
Score: -14816804.000000 Penalty: 3795.770996
	Iteration 113Q: 3 clusters Score -1.48168e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 113895 members 
Entering Unmasked Estep 
Score: -14816809.000000 Penalty: 3795.770996
	Iteration 114Q: 3 clusters Score -1.481681e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 113884 members 
Entering Unmasked Estep 
Score: -14816812.000000 Penalty: 3795.770996
	Iteration 115Q: 3 clusters Score -1.481681e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 113871 members 
Entering Unmasked Estep 
Score: -14816819.000000 Penalty: 3795.770996
	Iteration 116Q: 3 clusters Score -1.481682e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 113862 members 
Entering Unmasked Estep 
Score: -14816812.000000 Penalty: 3795.770996
	Iteration 117Q: 3 clusters Score -1.481681e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 113851 members 
Entering Unmasked Estep 
Score: -14816823.000000 Penalty: 3795.770996
	Iteration 118Q: 3 clusters Score -1.481682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 113847 members 
Entering Unmasked Estep 
Score: -14816817.000000 Penalty: 3795.770996
	Iteration 119Q: 3 clusters Score -1.481682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 113843 members 
Entering Unmasked Estep 
Score: -14816829.000000 Penalty: 3795.770996
	Iteration 120F: 3 clusters Score -1.481683e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 113833 members 
Entering Unmasked Estep 
Score: -14816824.000000 Penalty: 3795.770996
	Iteration 121Q: 3 clusters Score -1.481682e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 113820 members 
Entering Unmasked Estep 
Score: -14816810.000000 Penalty: 3795.770996
	Iteration 122Q: 3 clusters Score -1.481681e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 113811 members 
Entering Unmasked Estep 
Score: -14816817.000000 Penalty: 3795.770996
	Iteration 123Q: 3 clusters Score -1.481682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 113806 members 
Entering Unmasked Estep 
Score: -14816829.000000 Penalty: 3795.770996
	Iteration 124Q: 3 clusters Score -1.481683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 113805 members 
Entering Unmasked Estep 
Score: -14816844.000000 Penalty: 3795.770996
	Iteration 125Q: 3 clusters Score -1.481684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 113804 members 
Entering Unmasked Estep 
Score: -14816845.000000 Penalty: 3795.770996
	Iteration 126Q: 3 clusters Score -1.481684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 113804 members 
Entering Unmasked Estep 
Score: -14816840.000000 Penalty: 3795.770996
	Iteration 127Q: 3 clusters Score -1.481684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 113804 members 
Entering Unmasked Estep 
Score: -14816840.000000 Penalty: 3795.770996
	Iteration 128F: 3 clusters Score -1.481684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1016 members 
Mstep: Class 3 contains 4297 members 
Mstep: Class 4 contains 106199 members 
Mstep: Class 5 contains 6548 members 
Mstep: Class 6 contains 10163 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 8875 members 
Mstep: Class 9 contains 2647 members 
Mstep: Class 10 contains 1740 members 
Mstep: Class 11 contains 13242 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 65661 members 
Mstep: Class 14 contains 72871 members 
Mstep: Class 15 contains 17357 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 148521 members 
Mstep: Class 18 contains 10739 members 
Mstep: Class 19 contains 82505 members 
Mstep: Class 20 contains 113554 members 
Mstep: Class 21 contains 11046 members 
Mstep: Class 22 contains 833 members 
Mstep: Class 23 contains 110225 members 
Mstep: Class 24 contains 113804 members 
Entering Unmasked Estep 
Score: -111660816.000000 Penalty: 53548.687500
Splitting cluster 3 changes total score from -111657648.000000 to -111660816.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 4 (106199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106199 members 
Entering Unmasked Estep 
Score: -13367488.000000 Penalty: 1880.623779
	Iteration 0F: 2 clusters Score -1.336749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52948 members 
Mstep: Class 2 contains 53251 members 
Entering Unmasked Estep 
Score: -13301959.000000 Penalty: 3761.247559
	Iteration 0F: 3 clusters Score -1.330196e+07 nChanged 50947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50021 members 
Mstep: Class 2 contains 56178 members 
Entering Unmasked Estep 
Score: -13332083.000000 Penalty: 3761.247559
	Iteration 1F: 3 clusters Score -1.333208e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48312 members 
Mstep: Class 2 contains 57887 members 
Entering Unmasked Estep 
Score: -13333499.000000 Penalty: 3761.247559
	Iteration 2Q: 3 clusters Score -1.33335e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 60500 members 
Entering Unmasked Estep 
Score: -13335801.000000 Penalty: 3761.247559
	Iteration 3Q: 3 clusters Score -1.33358e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 64133 members 
Entering Unmasked Estep 
Score: -13339456.000000 Penalty: 3761.247559
	Iteration 4F: 3 clusters Score -1.333946e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 68521 members 
Entering Unmasked Estep 
Score: -13344438.000000 Penalty: 3761.247559
	Iteration 5F: 3 clusters Score -1.334444e+07 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 73055 members 
Entering Unmasked Estep 
Score: -13350196.000000 Penalty: 3761.247559
	Iteration 6F: 3 clusters Score -1.33502e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 76540 members 
Entering Unmasked Estep 
Score: -13355523.000000 Penalty: 3761.247559
	Iteration 7F: 3 clusters Score -1.335552e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 78764 members 
Entering Unmasked Estep 
Score: -13358696.000000 Penalty: 3761.247559
	Iteration 8Q: 3 clusters Score -1.33587e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -13360356.000000 Penalty: 3761.247559
	Iteration 9Q: 3 clusters Score -1.336036e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 81746 members 
Entering Unmasked Estep 
Score: -13361167.000000 Penalty: 3761.247559
	Iteration 10Q: 3 clusters Score -1.336117e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 83135 members 
Entering Unmasked Estep 
Score: -13361869.000000 Penalty: 3761.247559
	Iteration 11Q: 3 clusters Score -1.336187e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 84523 members 
Entering Unmasked Estep 
Score: -13362499.000000 Penalty: 3761.247559
	Iteration 12Q: 3 clusters Score -1.33625e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 85890 members 
Entering Unmasked Estep 
Score: -13363051.000000 Penalty: 3761.247559
	Iteration 13Q: 3 clusters Score -1.336305e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 87188 members 
Entering Unmasked Estep 
Score: -13363716.000000 Penalty: 3761.247559
	Iteration 14Q: 3 clusters Score -1.336372e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 88483 members 
Entering Unmasked Estep 
Score: -13364372.000000 Penalty: 3761.247559
	Iteration 15Q: 3 clusters Score -1.336437e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 89737 members 
Entering Unmasked Estep 
Score: -13365130.000000 Penalty: 3761.247559
	Iteration 16Q: 3 clusters Score -1.336513e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 90968 members 
Entering Unmasked Estep 
Score: -13366014.000000 Penalty: 3761.247559
	Iteration 17Q: 3 clusters Score -1.336601e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 92202 members 
Entering Unmasked Estep 
Score: -13366759.000000 Penalty: 3761.247559
	Iteration 18Q: 3 clusters Score -1.336676e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 93372 members 
Entering Unmasked Estep 
Score: -13367466.000000 Penalty: 3761.247559
	Iteration 19Q: 3 clusters Score -1.336747e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 94467 members 
Entering Unmasked Estep 
Score: -13368188.000000 Penalty: 3761.247559
	Iteration 20F: 3 clusters Score -1.336819e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 95546 members 
Entering Unmasked Estep 
Score: -13368736.000000 Penalty: 3761.247559
	Iteration 21Q: 3 clusters Score -1.336874e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 96563 members 
Entering Unmasked Estep 
Score: -13369022.000000 Penalty: 3761.247559
	Iteration 22Q: 3 clusters Score -1.336902e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 97438 members 
Entering Unmasked Estep 
Score: -13369297.000000 Penalty: 3761.247559
	Iteration 23Q: 3 clusters Score -1.33693e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 98214 members 
Entering Unmasked Estep 
Score: -13369383.000000 Penalty: 3761.247559
	Iteration 24Q: 3 clusters Score -1.336938e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 98847 members 
Entering Unmasked Estep 
Score: -13369343.000000 Penalty: 3761.247559
	Iteration 25Q: 3 clusters Score -1.336934e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 99427 members 
Entering Unmasked Estep 
Score: -13369347.000000 Penalty: 3761.247559
	Iteration 26Q: 3 clusters Score -1.336935e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 99930 members 
Entering Unmasked Estep 
Score: -13369296.000000 Penalty: 3761.247559
	Iteration 27Q: 3 clusters Score -1.33693e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 100357 members 
Entering Unmasked Estep 
Score: -13369235.000000 Penalty: 3761.247559
	Iteration 28Q: 3 clusters Score -1.336924e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 100706 members 
Entering Unmasked Estep 
Score: -13369207.000000 Penalty: 3761.247559
	Iteration 29Q: 3 clusters Score -1.336921e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 101014 members 
Entering Unmasked Estep 
Score: -13369169.000000 Penalty: 3761.247559
	Iteration 30Q: 3 clusters Score -1.336917e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 101288 members 
Entering Unmasked Estep 
Score: -13369103.000000 Penalty: 3761.247559
	Iteration 31Q: 3 clusters Score -1.33691e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 101519 members 
Entering Unmasked Estep 
Score: -13369024.000000 Penalty: 3761.247559
	Iteration 32Q: 3 clusters Score -1.336902e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 101717 members 
Entering Unmasked Estep 
Score: -13368944.000000 Penalty: 3761.247559
	Iteration 33Q: 3 clusters Score -1.336894e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 101898 members 
Entering Unmasked Estep 
Score: -13368883.000000 Penalty: 3761.247559
	Iteration 34Q: 3 clusters Score -1.336888e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 102053 members 
Entering Unmasked Estep 
Score: -13368894.000000 Penalty: 3761.247559
	Iteration 35Q: 3 clusters Score -1.336889e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 102194 members 
Entering Unmasked Estep 
Score: -13368798.000000 Penalty: 3761.247559
	Iteration 36Q: 3 clusters Score -1.33688e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 102335 members 
Entering Unmasked Estep 
Score: -13368768.000000 Penalty: 3761.247559
	Iteration 37Q: 3 clusters Score -1.336877e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 102450 members 
Entering Unmasked Estep 
Score: -13368720.000000 Penalty: 3761.247559
	Iteration 38Q: 3 clusters Score -1.336872e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 102566 members 
Entering Unmasked Estep 
Score: -13368694.000000 Penalty: 3761.247559
	Iteration 39Q: 3 clusters Score -1.336869e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 102680 members 
Entering Unmasked Estep 
Score: -13368682.000000 Penalty: 3761.247559
	Iteration 40F: 3 clusters Score -1.336868e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 102794 members 
Entering Unmasked Estep 
Score: -13368625.000000 Penalty: 3761.247559
	Iteration 41Q: 3 clusters Score -1.336862e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 102877 members 
Entering Unmasked Estep 
Score: -13368623.000000 Penalty: 3761.247559
	Iteration 42Q: 3 clusters Score -1.336862e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 102963 members 
Entering Unmasked Estep 
Score: -13368564.000000 Penalty: 3761.247559
	Iteration 43Q: 3 clusters Score -1.336856e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 103038 members 
Entering Unmasked Estep 
Score: -13368558.000000 Penalty: 3761.247559
	Iteration 44Q: 3 clusters Score -1.336856e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 103108 members 
Entering Unmasked Estep 
Score: -13368566.000000 Penalty: 3761.247559
	Iteration 45Q: 3 clusters Score -1.336857e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 103158 members 
Entering Unmasked Estep 
Score: -13368519.000000 Penalty: 3761.247559
	Iteration 46Q: 3 clusters Score -1.336852e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 103204 members 
Entering Unmasked Estep 
Score: -13368494.000000 Penalty: 3761.247559
	Iteration 47Q: 3 clusters Score -1.336849e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 103239 members 
Entering Unmasked Estep 
Score: -13368454.000000 Penalty: 3761.247559
	Iteration 48Q: 3 clusters Score -1.336845e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 103274 members 
Entering Unmasked Estep 
Score: -13368424.000000 Penalty: 3761.247559
	Iteration 49Q: 3 clusters Score -1.336842e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 103296 members 
Entering Unmasked Estep 
Score: -13368422.000000 Penalty: 3761.247559
	Iteration 50Q: 3 clusters Score -1.336842e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 103324 members 
Entering Unmasked Estep 
Score: -13368408.000000 Penalty: 3761.247559
	Iteration 51Q: 3 clusters Score -1.336841e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 103361 members 
Entering Unmasked Estep 
Score: -13368384.000000 Penalty: 3761.247559
	Iteration 52Q: 3 clusters Score -1.336838e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 103392 members 
Entering Unmasked Estep 
Score: -13368367.000000 Penalty: 3761.247559
	Iteration 53Q: 3 clusters Score -1.336837e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 103418 members 
Entering Unmasked Estep 
Score: -13368369.000000 Penalty: 3761.247559
	Iteration 54Q: 3 clusters Score -1.336837e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 103435 members 
Entering Unmasked Estep 
Score: -13368356.000000 Penalty: 3761.247559
	Iteration 55Q: 3 clusters Score -1.336836e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 103453 members 
Entering Unmasked Estep 
Score: -13368351.000000 Penalty: 3761.247559
	Iteration 56Q: 3 clusters Score -1.336835e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 103466 members 
Entering Unmasked Estep 
Score: -13368334.000000 Penalty: 3761.247559
	Iteration 57Q: 3 clusters Score -1.336833e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 103484 members 
Entering Unmasked Estep 
Score: -13368336.000000 Penalty: 3761.247559
	Iteration 58Q: 3 clusters Score -1.336834e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 103501 members 
Entering Unmasked Estep 
Score: -13368335.000000 Penalty: 3761.247559
	Iteration 59Q: 3 clusters Score -1.336834e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 103515 members 
Entering Unmasked Estep 
Score: -13368338.000000 Penalty: 3761.247559
	Iteration 60F: 3 clusters Score -1.336834e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 103534 members 
Entering Unmasked Estep 
Score: -13368323.000000 Penalty: 3761.247559
	Iteration 61Q: 3 clusters Score -1.336832e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 103551 members 
Entering Unmasked Estep 
Score: -13368324.000000 Penalty: 3761.247559
	Iteration 62Q: 3 clusters Score -1.336832e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 103575 members 
Entering Unmasked Estep 
Score: -13368323.000000 Penalty: 3761.247559
	Iteration 63Q: 3 clusters Score -1.336832e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 103587 members 
Entering Unmasked Estep 
Score: -13368323.000000 Penalty: 3761.247559
	Iteration 64Q: 3 clusters Score -1.336832e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 103598 members 
Entering Unmasked Estep 
Score: -13368308.000000 Penalty: 3761.247559
	Iteration 65Q: 3 clusters Score -1.336831e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 103609 members 
Entering Unmasked Estep 
Score: -13368297.000000 Penalty: 3761.247559
	Iteration 66Q: 3 clusters Score -1.33683e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 103623 members 
Entering Unmasked Estep 
Score: -13368301.000000 Penalty: 3761.247559
	Iteration 67Q: 3 clusters Score -1.33683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 103632 members 
Entering Unmasked Estep 
Score: -13368273.000000 Penalty: 3761.247559
	Iteration 68Q: 3 clusters Score -1.336827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 103635 members 
Entering Unmasked Estep 
Score: -13368285.000000 Penalty: 3761.247559
	Iteration 69Q: 3 clusters Score -1.336828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 103643 members 
Entering Unmasked Estep 
Score: -13368284.000000 Penalty: 3761.247559
	Iteration 70Q: 3 clusters Score -1.336828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 103650 members 
Entering Unmasked Estep 
Score: -13368284.000000 Penalty: 3761.247559
	Iteration 71Q: 3 clusters Score -1.336828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 103660 members 
Entering Unmasked Estep 
Score: -13368289.000000 Penalty: 3761.247559
	Iteration 72Q: 3 clusters Score -1.336829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 103665 members 
Entering Unmasked Estep 
Score: -13368284.000000 Penalty: 3761.247559
	Iteration 73Q: 3 clusters Score -1.336828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 103667 members 
Entering Unmasked Estep 
Score: -13368281.000000 Penalty: 3761.247559
	Iteration 74Q: 3 clusters Score -1.336828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 103668 members 
Entering Unmasked Estep 
Score: -13368276.000000 Penalty: 3761.247559
	Iteration 75Q: 3 clusters Score -1.336828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 103669 members 
Entering Unmasked Estep 
Score: -13368273.000000 Penalty: 3761.247559
	Iteration 76Q: 3 clusters Score -1.336827e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 103669 members 
Entering Unmasked Estep 
Score: -13368273.000000 Penalty: 3761.247559
	Iteration 77F: 3 clusters Score -1.336827e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1016 members 
Mstep: Class 3 contains 4297 members 
Mstep: Class 4 contains 2530 members 
Mstep: Class 5 contains 6548 members 
Mstep: Class 6 contains 10163 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 8875 members 
Mstep: Class 9 contains 2647 members 
Mstep: Class 10 contains 1740 members 
Mstep: Class 11 contains 13242 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 65661 members 
Mstep: Class 14 contains 72871 members 
Mstep: Class 15 contains 17357 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 148521 members 
Mstep: Class 18 contains 10739 members 
Mstep: Class 19 contains 82505 members 
Mstep: Class 20 contains 113554 members 
Mstep: Class 21 contains 11046 members 
Mstep: Class 22 contains 833 members 
Mstep: Class 23 contains 110225 members 
Mstep: Class 24 contains 113804 members 
Mstep: Class 25 contains 103669 members 
Entering Unmasked Estep 
Score: -111660832.000000 Penalty: 55779.882812
Splitting cluster 4 changes total score from -111657648.000000 to -111660832.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 5 (6548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Entering Unmasked Estep 
Score: -732496.687500 Penalty: 1427.873657
	Iteration 0F: 2 clusters Score -732496.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -727600.375000 Penalty: 2855.747314
	Iteration 0F: 3 clusters Score -727600.4 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -729506.875000 Penalty: 2855.747314
	Iteration 1F: 3 clusters Score -729506.9 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -730080.062500 Penalty: 2855.747314
	Iteration 2F: 3 clusters Score -730080.1 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -730744.875000 Penalty: 2855.747314
	Iteration 3F: 3 clusters Score -730744.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -731329.687500 Penalty: 2855.747314
	Iteration 4F: 3 clusters Score -731329.7 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -731785.125000 Penalty: 2855.747314
	Iteration 5F: 3 clusters Score -731785.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -732039.375000 Penalty: 2855.747314
	Iteration 6F: 3 clusters Score -732039.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -732175.500000 Penalty: 2855.747314
	Iteration 7Q: 3 clusters Score -732175.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -732283.312500 Penalty: 2855.747314
	Iteration 8Q: 3 clusters Score -732283.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -732366.812500 Penalty: 2855.747314
	Iteration 9Q: 3 clusters Score -732366.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -732445.937500 Penalty: 2855.747314
	Iteration 10Q: 3 clusters Score -732445.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -732508.500000 Penalty: 2855.747314
	Iteration 11Q: 3 clusters Score -732508.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -732563.625000 Penalty: 2855.747314
	Iteration 12Q: 3 clusters Score -732563.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -732613.750000 Penalty: 2855.747314
	Iteration 13Q: 3 clusters Score -732613.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -732673.812500 Penalty: 2855.747314
	Iteration 14Q: 3 clusters Score -732673.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -732730.125000 Penalty: 2855.747314
	Iteration 15Q: 3 clusters Score -732730.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -732778.937500 Penalty: 2855.747314
	Iteration 16Q: 3 clusters Score -732778.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -732831.750000 Penalty: 2855.747314
	Iteration 17Q: 3 clusters Score -732831.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -732895.000000 Penalty: 2855.747314
	Iteration 18Q: 3 clusters Score -732895 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -732935.750000 Penalty: 2855.747314
	Iteration 19Q: 3 clusters Score -732935.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -732980.250000 Penalty: 2855.747314
	Iteration 20F: 3 clusters Score -732980.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -733018.375000 Penalty: 2855.747314
	Iteration 21Q: 3 clusters Score -733018.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -733054.062500 Penalty: 2855.747314
	Iteration 22Q: 3 clusters Score -733054.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -733093.625000 Penalty: 2855.747314
	Iteration 23Q: 3 clusters Score -733093.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -733126.687500 Penalty: 2855.747314
	Iteration 24Q: 3 clusters Score -733126.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -733170.000000 Penalty: 2855.747314
	Iteration 25Q: 3 clusters Score -733170 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -733214.937500 Penalty: 2855.747314
	Iteration 26Q: 3 clusters Score -733214.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -733246.562500 Penalty: 2855.747314
	Iteration 27Q: 3 clusters Score -733246.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -733287.125000 Penalty: 2855.747314
	Iteration 28Q: 3 clusters Score -733287.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -733334.625000 Penalty: 2855.747314
	Iteration 29Q: 3 clusters Score -733334.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -733371.875000 Penalty: 2855.747314
	Iteration 30Q: 3 clusters Score -733371.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -733404.187500 Penalty: 2855.747314
	Iteration 31Q: 3 clusters Score -733404.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -733438.000000 Penalty: 2855.747314
	Iteration 32Q: 3 clusters Score -733438 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -733465.500000 Penalty: 2855.747314
	Iteration 33Q: 3 clusters Score -733465.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -733511.562500 Penalty: 2855.747314
	Iteration 34Q: 3 clusters Score -733511.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -733559.125000 Penalty: 2855.747314
	Iteration 35Q: 3 clusters Score -733559.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -733583.625000 Penalty: 2855.747314
	Iteration 36Q: 3 clusters Score -733583.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -733602.562500 Penalty: 2855.747314
	Iteration 37Q: 3 clusters Score -733602.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -733629.625000 Penalty: 2855.747314
	Iteration 38Q: 3 clusters Score -733629.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -733651.437500 Penalty: 2855.747314
	Iteration 39Q: 3 clusters Score -733651.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -733697.375000 Penalty: 2855.747314
	Iteration 40F: 3 clusters Score -733697.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -733722.937500 Penalty: 2855.747314
	Iteration 41Q: 3 clusters Score -733722.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -733733.312500 Penalty: 2855.747314
	Iteration 42Q: 3 clusters Score -733733.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -733733.375000 Penalty: 2855.747314
	Iteration 43Q: 3 clusters Score -733733.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -733733.375000 Penalty: 2855.747314
	Iteration 44F: 3 clusters Score -733733.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1016 members 
Mstep: Class 3 contains 4297 members 
Mstep: Class 4 contains 2530 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 10163 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 8875 members 
Mstep: Class 9 contains 2647 members 
Mstep: Class 10 contains 1740 members 
Mstep: Class 11 contains 13242 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 65661 members 
Mstep: Class 14 contains 72871 members 
Mstep: Class 15 contains 17357 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 148521 members 
Mstep: Class 18 contains 10739 members 
Mstep: Class 19 contains 82505 members 
Mstep: Class 20 contains 113554 members 
Mstep: Class 21 contains 11046 members 
Mstep: Class 22 contains 833 members 
Mstep: Class 23 contains 110225 members 
Mstep: Class 24 contains 113804 members 
Mstep: Class 25 contains 103669 members 
Mstep: Class 26 contains 658 members 
Entering Unmasked Estep 
Score: -111660896.000000 Penalty: 58011.078125
Splitting cluster 5 changes total score from -111657648.000000 to -111660896.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 6 (10163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Entering Unmasked Estep 
Score: -1226881.250000 Penalty: 1499.307739
	Iteration 0F: 2 clusters Score -1226881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1219612.000000 Penalty: 2998.615479
	Iteration 0F: 3 clusters Score -1219612 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1221959.375000 Penalty: 2998.615479
	Iteration 1F: 3 clusters Score -1221959 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1222242.750000 Penalty: 2998.615479
	Iteration 2F: 3 clusters Score -1222243 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1222507.750000 Penalty: 2998.615479
	Iteration 3F: 3 clusters Score -1222508 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1222766.250000 Penalty: 2998.615479
	Iteration 4Q: 3 clusters Score -1222766 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1223049.625000 Penalty: 2998.615479
	Iteration 5F: 3 clusters Score -1223050 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1223349.375000 Penalty: 2998.615479
	Iteration 6Q: 3 clusters Score -1223349 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1223702.500000 Penalty: 2998.615479
	Iteration 7F: 3 clusters Score -1223702 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1224078.375000 Penalty: 2998.615479
	Iteration 8F: 3 clusters Score -1224078 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1224453.375000 Penalty: 2998.615479
	Iteration 9F: 3 clusters Score -1224453 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1224829.250000 Penalty: 2998.615479
	Iteration 10Q: 3 clusters Score -1224829 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1225172.750000 Penalty: 2998.615479
	Iteration 11Q: 3 clusters Score -1225173 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1225437.125000 Penalty: 2998.615479
	Iteration 12Q: 3 clusters Score -1225437 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1225680.000000 Penalty: 2998.615479
	Iteration 13Q: 3 clusters Score -1225680 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1225916.000000 Penalty: 2998.615479
	Iteration 14Q: 3 clusters Score -1225916 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1226146.000000 Penalty: 2998.615479
	Iteration 15Q: 3 clusters Score -1226146 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1226259.250000 Penalty: 2998.615479
	Iteration 16Q: 3 clusters Score -1226259 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1226323.000000 Penalty: 2998.615479
	Iteration 17Q: 3 clusters Score -1226323 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1226362.500000 Penalty: 2998.615479
	Iteration 18Q: 3 clusters Score -1226362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1226381.250000 Penalty: 2998.615479
	Iteration 19Q: 3 clusters Score -1226381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1226394.375000 Penalty: 2998.615479
	Iteration 20F: 3 clusters Score -1226394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1226396.375000 Penalty: 2998.615479
	Iteration 21Q: 3 clusters Score -1226396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1226397.750000 Penalty: 2998.615479
	Iteration 22Q: 3 clusters Score -1226398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1226399.125000 Penalty: 2998.615479
	Iteration 23Q: 3 clusters Score -1226399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1226399.125000 Penalty: 2998.615479
	Iteration 24Q: 3 clusters Score -1226399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1226399.125000 Penalty: 2998.615479
	Iteration 25F: 3 clusters Score -1226399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Entering Unmasked Estep 
Score: -1042415.062500 Penalty: 1477.286499
	Iteration 0F: 2 clusters Score -1042415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1035957.750000 Penalty: 2954.572998
	Iteration 0F: 3 clusters Score -1035958 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1038580.500000 Penalty: 2954.572998
	Iteration 1F: 3 clusters Score -1038580 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1039301.875000 Penalty: 2954.572998
	Iteration 2F: 3 clusters Score -1039302 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1039899.562500 Penalty: 2954.572998
	Iteration 3F: 3 clusters Score -1039900 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1040231.062500 Penalty: 2954.572998
	Iteration 4F: 3 clusters Score -1040231 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1040426.062500 Penalty: 2954.572998
	Iteration 5Q: 3 clusters Score -1040426 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1040569.937500 Penalty: 2954.572998
	Iteration 6Q: 3 clusters Score -1040570 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1040682.562500 Penalty: 2954.572998
	Iteration 7Q: 3 clusters Score -1040683 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1040797.375000 Penalty: 2954.572998
	Iteration 8Q: 3 clusters Score -1040797 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1040925.125000 Penalty: 2954.572998
	Iteration 9Q: 3 clusters Score -1040925 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1041093.250000 Penalty: 2954.572998
	Iteration 10Q: 3 clusters Score -1041093 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1041296.000000 Penalty: 2954.572998
	Iteration 11Q: 3 clusters Score -1041296 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1041519.000000 Penalty: 2954.572998
	Iteration 12Q: 3 clusters Score -1041519 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1041699.687500 Penalty: 2954.572998
	Iteration 13Q: 3 clusters Score -1041700 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1041823.125000 Penalty: 2954.572998
	Iteration 14Q: 3 clusters Score -1041823 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1041910.187500 Penalty: 2954.572998
	Iteration 15Q: 3 clusters Score -1041910 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1041973.062500 Penalty: 2954.572998
	Iteration 16Q: 3 clusters Score -1041973 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1042036.500000 Penalty: 2954.572998
	Iteration 17Q: 3 clusters Score -1042036 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1042091.875000 Penalty: 2954.572998
	Iteration 18Q: 3 clusters Score -1042092 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1042137.562500 Penalty: 2954.572998
	Iteration 19Q: 3 clusters Score -1042138 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1042185.625000 Penalty: 2954.572998
	Iteration 20F: 3 clusters Score -1042186 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1042257.250000 Penalty: 2954.572998
	Iteration 21Q: 3 clusters Score -1042257 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1042300.125000 Penalty: 2954.572998
	Iteration 22Q: 3 clusters Score -1042300 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1042322.687500 Penalty: 2954.572998
	Iteration 23Q: 3 clusters Score -1042323 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1042333.250000 Penalty: 2954.572998
	Iteration 24Q: 3 clusters Score -1042333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1042340.562500 Penalty: 2954.572998
	Iteration 25Q: 3 clusters Score -1042341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1042342.750000 Penalty: 2954.572998
	Iteration 26Q: 3 clusters Score -1042343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1042347.562500 Penalty: 2954.572998
	Iteration 27Q: 3 clusters Score -1042348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1042346.375000 Penalty: 2954.572998
	Iteration 28Q: 3 clusters Score -1042346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1042348.500000 Penalty: 2954.572998
	Iteration 29Q: 3 clusters Score -1042348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1042350.812500 Penalty: 2954.572998
	Iteration 30Q: 3 clusters Score -1042351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1042356.875000 Penalty: 2954.572998
	Iteration 31Q: 3 clusters Score -1042357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1042370.125000 Penalty: 2954.572998
	Iteration 32Q: 3 clusters Score -1042370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1042382.500000 Penalty: 2954.572998
	Iteration 33Q: 3 clusters Score -1042382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1042394.687500 Penalty: 2954.572998
	Iteration 34Q: 3 clusters Score -1042395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1042405.312500 Penalty: 2954.572998
	Iteration 35Q: 3 clusters Score -1042405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1042405.000000 Penalty: 2954.572998
	Iteration 36Q: 3 clusters Score -1042405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1042407.000000 Penalty: 2954.572998
	Iteration 37Q: 3 clusters Score -1042407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1042407.062500 Penalty: 2954.572998
	Iteration 38Q: 3 clusters Score -1042407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1042408.812500 Penalty: 2954.572998
	Iteration 39Q: 3 clusters Score -1042409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1042411.250000 Penalty: 2954.572998
	Iteration 40F: 3 clusters Score -1042411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1042411.937500 Penalty: 2954.572998
	Iteration 41Q: 3 clusters Score -1042412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1042412.250000 Penalty: 2954.572998
	Iteration 42Q: 3 clusters Score -1042412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1042412.937500 Penalty: 2954.572998
	Iteration 43Q: 3 clusters Score -1042413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1042412.937500 Penalty: 2954.572998
	Iteration 44F: 3 clusters Score -1042413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Entering Unmasked Estep 
Score: -320882.093750 Penalty: 1280.692139
	Iteration 0F: 2 clusters Score -320882.1 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 1292 members 
Entering Unmasked Estep 
Score: -318405.125000 Penalty: 2561.384277
	Iteration 0F: 3 clusters Score -318405.1 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -319077.562500 Penalty: 2561.384277
	Iteration 1F: 3 clusters Score -319077.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -319318.375000 Penalty: 2561.384277
	Iteration 2F: 3 clusters Score -319318.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -319499.375000 Penalty: 2561.384277
	Iteration 3F: 3 clusters Score -319499.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -319642.687500 Penalty: 2561.384277
	Iteration 4F: 3 clusters Score -319642.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -319742.500000 Penalty: 2561.384277
	Iteration 5Q: 3 clusters Score -319742.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -319816.875000 Penalty: 2561.384277
	Iteration 6Q: 3 clusters Score -319816.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -319855.968750 Penalty: 2561.384277
	Iteration 7Q: 3 clusters Score -319856 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -319885.093750 Penalty: 2561.384277
	Iteration 8Q: 3 clusters Score -319885.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -319907.812500 Penalty: 2561.384277
	Iteration 9Q: 3 clusters Score -319907.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -319926.250000 Penalty: 2561.384277
	Iteration 10Q: 3 clusters Score -319926.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -319938.781250 Penalty: 2561.384277
	Iteration 11Q: 3 clusters Score -319938.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -319950.031250 Penalty: 2561.384277
	Iteration 12Q: 3 clusters Score -319950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -319965.312500 Penalty: 2561.384277
	Iteration 13Q: 3 clusters Score -319965.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -319986.468750 Penalty: 2561.384277
	Iteration 14Q: 3 clusters Score -319986.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -320001.031250 Penalty: 2561.384277
	Iteration 15Q: 3 clusters Score -320001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -320009.687500 Penalty: 2561.384277
	Iteration 16Q: 3 clusters Score -320009.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -320015.875000 Penalty: 2561.384277
	Iteration 17Q: 3 clusters Score -320015.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -320025.093750 Penalty: 2561.384277
	Iteration 18Q: 3 clusters Score -320025.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -320028.718750 Penalty: 2561.384277
	Iteration 19Q: 3 clusters Score -320028.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -320028.718750 Penalty: 2561.384277
	Iteration 20F: 3 clusters Score -320028.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Entering Unmasked Estep 
Score: -213892.765625 Penalty: 1212.516602
	Iteration 0F: 2 clusters Score -213892.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -211926.390625 Penalty: 2425.033203
	Iteration 0F: 3 clusters Score -211926.4 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -212296.562500 Penalty: 2425.033203
	Iteration 1F: 3 clusters Score -212296.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -212381.750000 Penalty: 2425.033203
	Iteration 2F: 3 clusters Score -212381.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -212445.156250 Penalty: 2425.033203
	Iteration 3Q: 3 clusters Score -212445.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -212503.937500 Penalty: 2425.033203
	Iteration 4Q: 3 clusters Score -212503.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -212563.796875 Penalty: 2425.033203
	Iteration 5Q: 3 clusters Score -212563.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -212620.843750 Penalty: 2425.033203
	Iteration 6Q: 3 clusters Score -212620.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -212666.000000 Penalty: 2425.033203
	Iteration 7Q: 3 clusters Score -212666 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -212697.890625 Penalty: 2425.033203
	Iteration 8Q: 3 clusters Score -212697.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -212732.937500 Penalty: 2425.033203
	Iteration 9Q: 3 clusters Score -212732.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -212782.562500 Penalty: 2425.033203
	Iteration 10Q: 3 clusters Score -212782.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -212849.453125 Penalty: 2425.033203
	Iteration 11Q: 3 clusters Score -212849.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -212912.406250 Penalty: 2425.033203
	Iteration 12Q: 3 clusters Score -212912.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -212967.343750 Penalty: 2425.033203
	Iteration 13Q: 3 clusters Score -212967.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -213017.781250 Penalty: 2425.033203
	Iteration 14Q: 3 clusters Score -213017.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -213075.515625 Penalty: 2425.033203
	Iteration 15Q: 3 clusters Score -213075.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -213144.218750 Penalty: 2425.033203
	Iteration 16Q: 3 clusters Score -213144.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -213167.671875 Penalty: 2425.033203
	Iteration 17Q: 3 clusters Score -213167.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -213181.031250 Penalty: 2425.033203
	Iteration 18Q: 3 clusters Score -213181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -213190.562500 Penalty: 2425.033203
	Iteration 19Q: 3 clusters Score -213190.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -213196.656250 Penalty: 2425.033203
	Iteration 20F: 3 clusters Score -213196.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -213203.890625 Penalty: 2425.033203
	Iteration 21Q: 3 clusters Score -213203.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -213208.812500 Penalty: 2425.033203
	Iteration 22Q: 3 clusters Score -213208.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -213216.984375 Penalty: 2425.033203
	Iteration 23Q: 3 clusters Score -213217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -213222.812500 Penalty: 2425.033203
	Iteration 24Q: 3 clusters Score -213222.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -213227.500000 Penalty: 2425.033203
	Iteration 25Q: 3 clusters Score -213227.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -213229.750000 Penalty: 2425.033203
	Iteration 26Q: 3 clusters Score -213229.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -213230.968750 Penalty: 2425.033203
	Iteration 27Q: 3 clusters Score -213231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -213231.546875 Penalty: 2425.033203
	Iteration 28Q: 3 clusters Score -213231.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -213231.921875 Penalty: 2425.033203
	Iteration 29Q: 3 clusters Score -213231.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -213231.921875 Penalty: 2425.033203
	Iteration 30F: 3 clusters Score -213231.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Entering Unmasked Estep 
Score: -1650757.000000 Penalty: 1542.311646
	Iteration 0F: 2 clusters Score -1650757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1641553.000000 Penalty: 3084.623291
	Iteration 0F: 3 clusters Score -1641553 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1644922.125000 Penalty: 3084.623291
	Iteration 1F: 3 clusters Score -1644922 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1645677.125000 Penalty: 3084.623291
	Iteration 2F: 3 clusters Score -1645677 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1646309.250000 Penalty: 3084.623291
	Iteration 3F: 3 clusters Score -1646309 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1646818.875000 Penalty: 3084.623291
	Iteration 4F: 3 clusters Score -1646819 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1647237.125000 Penalty: 3084.623291
	Iteration 5F: 3 clusters Score -1647237 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1647594.625000 Penalty: 3084.623291
	Iteration 6F: 3 clusters Score -1647595 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1647882.375000 Penalty: 3084.623291
	Iteration 7Q: 3 clusters Score -1647882 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1648159.625000 Penalty: 3084.623291
	Iteration 8Q: 3 clusters Score -1648160 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1648388.750000 Penalty: 3084.623291
	Iteration 9Q: 3 clusters Score -1648389 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1648560.750000 Penalty: 3084.623291
	Iteration 10Q: 3 clusters Score -1648561 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1648701.250000 Penalty: 3084.623291
	Iteration 11Q: 3 clusters Score -1648701 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1648821.375000 Penalty: 3084.623291
	Iteration 12Q: 3 clusters Score -1648821 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1648931.125000 Penalty: 3084.623291
	Iteration 13Q: 3 clusters Score -1648931 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1649026.625000 Penalty: 3084.623291
	Iteration 14Q: 3 clusters Score -1649027 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1649119.875000 Penalty: 3084.623291
	Iteration 15Q: 3 clusters Score -1649120 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1649198.375000 Penalty: 3084.623291
	Iteration 16Q: 3 clusters Score -1649198 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1649270.125000 Penalty: 3084.623291
	Iteration 17Q: 3 clusters Score -1649270 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1649316.250000 Penalty: 3084.623291
	Iteration 18Q: 3 clusters Score -1649316 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1649346.500000 Penalty: 3084.623291
	Iteration 19Q: 3 clusters Score -1649346 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1649374.000000 Penalty: 3084.623291
	Iteration 20F: 3 clusters Score -1649374 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1649386.000000 Penalty: 3084.623291
	Iteration 21Q: 3 clusters Score -1649386 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1649398.625000 Penalty: 3084.623291
	Iteration 22Q: 3 clusters Score -1649399 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1649408.000000 Penalty: 3084.623291
	Iteration 23Q: 3 clusters Score -1649408 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1649417.625000 Penalty: 3084.623291
	Iteration 24Q: 3 clusters Score -1649418 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1649420.875000 Penalty: 3084.623291
	Iteration 25Q: 3 clusters Score -1649421 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1649427.875000 Penalty: 3084.623291
	Iteration 26Q: 3 clusters Score -1649428 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1649434.250000 Penalty: 3084.623291
	Iteration 27Q: 3 clusters Score -1649434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1649442.250000 Penalty: 3084.623291
	Iteration 28Q: 3 clusters Score -1649442 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1649447.500000 Penalty: 3084.623291
	Iteration 29Q: 3 clusters Score -1649448 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1649446.875000 Penalty: 3084.623291
	Iteration 30Q: 3 clusters Score -1649447 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1649453.750000 Penalty: 3084.623291
	Iteration 31Q: 3 clusters Score -1649454 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1649459.125000 Penalty: 3084.623291
	Iteration 32Q: 3 clusters Score -1649459 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1649468.125000 Penalty: 3084.623291
	Iteration 33Q: 3 clusters Score -1649468 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1649476.625000 Penalty: 3084.623291
	Iteration 34Q: 3 clusters Score -1649477 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1649486.000000 Penalty: 3084.623291
	Iteration 35Q: 3 clusters Score -1649486 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1649493.375000 Penalty: 3084.623291
	Iteration 36Q: 3 clusters Score -1649493 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1649497.250000 Penalty: 3084.623291
	Iteration 37Q: 3 clusters Score -1649497 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1649501.875000 Penalty: 3084.623291
	Iteration 38Q: 3 clusters Score -1649502 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1649512.625000 Penalty: 3084.623291
	Iteration 39Q: 3 clusters Score -1649513 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1649518.750000 Penalty: 3084.623291
	Iteration 40F: 3 clusters Score -1649519 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1649534.125000 Penalty: 3084.623291
	Iteration 41Q: 3 clusters Score -1649534 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1649543.125000 Penalty: 3084.623291
	Iteration 42Q: 3 clusters Score -1649543 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1649544.375000 Penalty: 3084.623291
	Iteration 43Q: 3 clusters Score -1649544 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1649555.750000 Penalty: 3084.623291
	Iteration 44Q: 3 clusters Score -1649556 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1649559.500000 Penalty: 3084.623291
	Iteration 45Q: 3 clusters Score -1649560 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1649566.375000 Penalty: 3084.623291
	Iteration 46Q: 3 clusters Score -1649566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1649570.125000 Penalty: 3084.623291
	Iteration 47Q: 3 clusters Score -1649570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1649573.750000 Penalty: 3084.623291
	Iteration 48Q: 3 clusters Score -1649574 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1649579.500000 Penalty: 3084.623291
	Iteration 49Q: 3 clusters Score -1649580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1649589.500000 Penalty: 3084.623291
	Iteration 50Q: 3 clusters Score -1649590 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1649589.250000 Penalty: 3084.623291
	Iteration 51Q: 3 clusters Score -1649589 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1649593.375000 Penalty: 3084.623291
	Iteration 52Q: 3 clusters Score -1649593 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1649599.375000 Penalty: 3084.623291
	Iteration 53Q: 3 clusters Score -1649599 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1649600.000000 Penalty: 3084.623291
	Iteration 54Q: 3 clusters Score -1649600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1649602.750000 Penalty: 3084.623291
	Iteration 55Q: 3 clusters Score -1649603 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1649605.125000 Penalty: 3084.623291
	Iteration 56Q: 3 clusters Score -1649605 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1649611.375000 Penalty: 3084.623291
	Iteration 57Q: 3 clusters Score -1649611 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1649619.250000 Penalty: 3084.623291
	Iteration 58Q: 3 clusters Score -1649619 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1649627.500000 Penalty: 3084.623291
	Iteration 59Q: 3 clusters Score -1649628 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1649636.375000 Penalty: 3084.623291
	Iteration 60F: 3 clusters Score -1649636 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1649641.625000 Penalty: 3084.623291
	Iteration 61Q: 3 clusters Score -1649642 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1649648.250000 Penalty: 3084.623291
	Iteration 62Q: 3 clusters Score -1649648 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1649657.875000 Penalty: 3084.623291
	Iteration 63Q: 3 clusters Score -1649658 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1649665.625000 Penalty: 3084.623291
	Iteration 64Q: 3 clusters Score -1649666 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1649673.750000 Penalty: 3084.623291
	Iteration 65Q: 3 clusters Score -1649674 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1649680.500000 Penalty: 3084.623291
	Iteration 66Q: 3 clusters Score -1649680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1649685.500000 Penalty: 3084.623291
	Iteration 67Q: 3 clusters Score -1649686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1649691.375000 Penalty: 3084.623291
	Iteration 68Q: 3 clusters Score -1649691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1649691.875000 Penalty: 3084.623291
	Iteration 69Q: 3 clusters Score -1649692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1649693.500000 Penalty: 3084.623291
	Iteration 70Q: 3 clusters Score -1649694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1649695.750000 Penalty: 3084.623291
	Iteration 71Q: 3 clusters Score -1649696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1649699.500000 Penalty: 3084.623291
	Iteration 72Q: 3 clusters Score -1649700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1649699.625000 Penalty: 3084.623291
	Iteration 73Q: 3 clusters Score -1649700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1649697.125000 Penalty: 3084.623291
	Iteration 74Q: 3 clusters Score -1649697 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1649707.500000 Penalty: 3084.623291
	Iteration 75Q: 3 clusters Score -1649708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1649708.250000 Penalty: 3084.623291
	Iteration 76Q: 3 clusters Score -1649708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1649709.625000 Penalty: 3084.623291
	Iteration 77Q: 3 clusters Score -1649710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1649711.375000 Penalty: 3084.623291
	Iteration 78Q: 3 clusters Score -1649711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1649715.500000 Penalty: 3084.623291
	Iteration 79Q: 3 clusters Score -1649716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1649714.750000 Penalty: 3084.623291
	Iteration 80F: 3 clusters Score -1649715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1649716.875000 Penalty: 3084.623291
	Iteration 81Q: 3 clusters Score -1649717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1649721.250000 Penalty: 3084.623291
	Iteration 82Q: 3 clusters Score -1649721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1649723.125000 Penalty: 3084.623291
	Iteration 83Q: 3 clusters Score -1649723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1649723.750000 Penalty: 3084.623291
	Iteration 84Q: 3 clusters Score -1649724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1649726.125000 Penalty: 3084.623291
	Iteration 85Q: 3 clusters Score -1649726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1649728.500000 Penalty: 3084.623291
	Iteration 86Q: 3 clusters Score -1649728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1649734.250000 Penalty: 3084.623291
	Iteration 87Q: 3 clusters Score -1649734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1649733.375000 Penalty: 3084.623291
	Iteration 88Q: 3 clusters Score -1649733 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1649736.125000 Penalty: 3084.623291
	Iteration 89Q: 3 clusters Score -1649736 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1649745.250000 Penalty: 3084.623291
	Iteration 90Q: 3 clusters Score -1649745 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1649747.375000 Penalty: 3084.623291
	Iteration 91Q: 3 clusters Score -1649747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1649749.000000 Penalty: 3084.623291
	Iteration 92Q: 3 clusters Score -1649749 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1649751.625000 Penalty: 3084.623291
	Iteration 93Q: 3 clusters Score -1649752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1649757.875000 Penalty: 3084.623291
	Iteration 94Q: 3 clusters Score -1649758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1649763.750000 Penalty: 3084.623291
	Iteration 95Q: 3 clusters Score -1649764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1649764 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1649771.750000 Penalty: 3084.623291
	Iteration 97Q: 3 clusters Score -1649772 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1649777 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1649789 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1649799.500000 Penalty: 3084.623291
	Iteration 100F: 3 clusters Score -1649800 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1649807.375000 Penalty: 3084.623291
	Iteration 101Q: 3 clusters Score -1649807 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1649804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1649809.000000 Penalty: 3084.623291
	Iteration 103Q: 3 clusters Score -1649809 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1649811.375000 Penalty: 3084.623291
	Iteration 104Q: 3 clusters Score -1649811 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1649817.750000 Penalty: 3084.623291
	Iteration 105Q: 3 clusters Score -1649818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1649817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1649824.750000 Penalty: 3084.623291
	Iteration 107Q: 3 clusters Score -1649825 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1649833 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1649841.250000 Penalty: 3084.623291
	Iteration 109Q: 3 clusters Score -1649841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1649846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1649842 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1649852 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1649862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1649866 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1649868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1649875 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1649876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1649882.000000 Penalty: 3084.623291
	Iteration 118Q: 3 clusters Score -1649882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1649888 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1649889.875000 Penalty: 3084.623291
	Iteration 120F: 3 clusters Score -1649890 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1649895 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1649907.000000 Penalty: 3084.623291
	Iteration 122Q: 3 clusters Score -1649907 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1649913.000000 Penalty: 3084.623291
	Iteration 123Q: 3 clusters Score -1649913 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1649921.000000 Penalty: 3084.623291
	Iteration 124Q: 3 clusters Score -1649921 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1649925.875000 Penalty: 3084.623291
	Iteration 125Q: 3 clusters Score -1649926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1649933.875000 Penalty: 3084.623291
	Iteration 126Q: 3 clusters Score -1649934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1649937.625000 Penalty: 3084.623291
	Iteration 127Q: 3 clusters Score -1649938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1649945 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1649952.000000 Penalty: 3084.623291
	Iteration 129Q: 3 clusters Score -1649952 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1649959 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1649971.000000 Penalty: 3084.623291
	Iteration 131Q: 3 clusters Score -1649971 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1649977.375000 Penalty: 3084.623291
	Iteration 132Q: 3 clusters Score -1649977 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1649987 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1649996 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1650001.500000 Penalty: 3084.623291
	Iteration 135Q: 3 clusters Score -1650002 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1650007.875000 Penalty: 3084.623291
	Iteration 136Q: 3 clusters Score -1650008 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1650016.125000 Penalty: 3084.623291
	Iteration 137Q: 3 clusters Score -1650016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1650024.125000 Penalty: 3084.623291
	Iteration 138Q: 3 clusters Score -1650024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1650026.875000 Penalty: 3084.623291
	Iteration 139Q: 3 clusters Score -1650027 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1650029.750000 Penalty: 3084.623291
	Iteration 140F: 3 clusters Score -1650030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1650041.875000 Penalty: 3084.623291
	Iteration 141Q: 3 clusters Score -1650042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1650042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1650043.750000 Penalty: 3084.623291
	Iteration 143Q: 3 clusters Score -1650044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1650048.000000 Penalty: 3084.623291
	Iteration 144Q: 3 clusters Score -1650048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1650055.625000 Penalty: 3084.623291
	Iteration 145Q: 3 clusters Score -1650056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1650058.125000 Penalty: 3084.623291
	Iteration 146Q: 3 clusters Score -1650058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1650062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1650065.750000 Penalty: 3084.623291
	Iteration 148Q: 3 clusters Score -1650066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1650071.125000 Penalty: 3084.623291
	Iteration 149Q: 3 clusters Score -1650071 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1650071 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1650080.000000 Penalty: 3084.623291
	Iteration 151Q: 3 clusters Score -1650080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1650091.625000 Penalty: 3084.623291
	Iteration 152Q: 3 clusters Score -1650092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1650098 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1650103.000000 Penalty: 3084.623291
	Iteration 154Q: 3 clusters Score -1650103 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1650114.875000 Penalty: 3084.623291
	Iteration 155Q: 3 clusters Score -1650115 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
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Entering Unmasked Estep 
Score: -1650117.750000 Penalty: 3084.623291
	Iteration 156Q: 3 clusters Score -1650118 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1650119.625000 Penalty: 3084.623291
	Iteration 157Q: 3 clusters Score -1650120 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1650127.750000 Penalty: 3084.623291
	Iteration 158Q: 3 clusters Score -1650128 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1650132.625000 Penalty: 3084.623291
	Iteration 159Q: 3 clusters Score -1650133 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1650134.000000 Penalty: 3084.623291
	Iteration 160F: 3 clusters Score -1650134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1650138.625000 Penalty: 3084.623291
	Iteration 161Q: 3 clusters Score -1650139 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1650138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1650144 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
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	Iteration 164Q: 3 clusters Score -1650147 nChanged 20
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Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1650151.750000 Penalty: 3084.623291
	Iteration 165Q: 3 clusters Score -1650152 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1650155.375000 Penalty: 3084.623291
	Iteration 166Q: 3 clusters Score -1650155 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1650152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1650156.875000 Penalty: 3084.623291
	Iteration 168Q: 3 clusters Score -1650157 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
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Entering Unmasked Estep 
Score: -1650163.250000 Penalty: 3084.623291
	Iteration 169Q: 3 clusters Score -1650163 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1650167.250000 Penalty: 3084.623291
	Iteration 170Q: 3 clusters Score -1650167 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1650172.500000 Penalty: 3084.623291
	Iteration 171Q: 3 clusters Score -1650172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1650173.625000 Penalty: 3084.623291
	Iteration 172Q: 3 clusters Score -1650174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1650175.500000 Penalty: 3084.623291
	Iteration 173Q: 3 clusters Score -1650176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1650180.500000 Penalty: 3084.623291
	Iteration 174Q: 3 clusters Score -1650180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1650182.875000 Penalty: 3084.623291
	Iteration 175Q: 3 clusters Score -1650183 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1650183.875000 Penalty: 3084.623291
	Iteration 176Q: 3 clusters Score -1650184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1650192.000000 Penalty: 3084.623291
	Iteration 177Q: 3 clusters Score -1650192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1650195.500000 Penalty: 3084.623291
	Iteration 178Q: 3 clusters Score -1650196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1650200.125000 Penalty: 3084.623291
	Iteration 179Q: 3 clusters Score -1650200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1650201.250000 Penalty: 3084.623291
	Iteration 180F: 3 clusters Score -1650201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1650207.875000 Penalty: 3084.623291
	Iteration 181Q: 3 clusters Score -1650208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1650209.000000 Penalty: 3084.623291
	Iteration 182Q: 3 clusters Score -1650209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1650210.000000 Penalty: 3084.623291
	Iteration 183Q: 3 clusters Score -1650210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1650212.000000 Penalty: 3084.623291
	Iteration 184Q: 3 clusters Score -1650212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1650215.125000 Penalty: 3084.623291
	Iteration 185Q: 3 clusters Score -1650215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1650215.000000 Penalty: 3084.623291
	Iteration 186Q: 3 clusters Score -1650215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1650213.750000 Penalty: 3084.623291
	Iteration 187Q: 3 clusters Score -1650214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1650213.000000 Penalty: 3084.623291
	Iteration 188Q: 3 clusters Score -1650213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1650214.250000 Penalty: 3084.623291
	Iteration 189Q: 3 clusters Score -1650214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1650217.500000 Penalty: 3084.623291
	Iteration 190Q: 3 clusters Score -1650218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1650219.625000 Penalty: 3084.623291
	Iteration 191Q: 3 clusters Score -1650220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1650220.125000 Penalty: 3084.623291
	Iteration 192Q: 3 clusters Score -1650220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1650225.000000 Penalty: 3084.623291
	Iteration 193Q: 3 clusters Score -1650225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1650224.125000 Penalty: 3084.623291
	Iteration 194Q: 3 clusters Score -1650224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1650225.250000 Penalty: 3084.623291
	Iteration 195Q: 3 clusters Score -1650225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1650226.250000 Penalty: 3084.623291
	Iteration 196Q: 3 clusters Score -1650226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1650228.875000 Penalty: 3084.623291
	Iteration 197Q: 3 clusters Score -1650229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1650232.125000 Penalty: 3084.623291
	Iteration 198Q: 3 clusters Score -1650232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1650232.500000 Penalty: 3084.623291
	Iteration 199Q: 3 clusters Score -1650232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1650231.000000 Penalty: 3084.623291
	Iteration 200F: 3 clusters Score -1650231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1650232.250000 Penalty: 3084.623291
	Iteration 201Q: 3 clusters Score -1650232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1650235.875000 Penalty: 3084.623291
	Iteration 202Q: 3 clusters Score -1650236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1650238.875000 Penalty: 3084.623291
	Iteration 203Q: 3 clusters Score -1650239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1650240.250000 Penalty: 3084.623291
	Iteration 204Q: 3 clusters Score -1650240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1650242.250000 Penalty: 3084.623291
	Iteration 205Q: 3 clusters Score -1650242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1650242.125000 Penalty: 3084.623291
	Iteration 206Q: 3 clusters Score -1650242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1650246.375000 Penalty: 3084.623291
	Iteration 207Q: 3 clusters Score -1650246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1650244.375000 Penalty: 3084.623291
	Iteration 208Q: 3 clusters Score -1650244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1650245.250000 Penalty: 3084.623291
	Iteration 209Q: 3 clusters Score -1650245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1650248.250000 Penalty: 3084.623291
	Iteration 210Q: 3 clusters Score -1650248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1650252.875000 Penalty: 3084.623291
	Iteration 211Q: 3 clusters Score -1650253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1650252.000000 Penalty: 3084.623291
	Iteration 212Q: 3 clusters Score -1650252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1650254.125000 Penalty: 3084.623291
	Iteration 213Q: 3 clusters Score -1650254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1650255.250000 Penalty: 3084.623291
	Iteration 214Q: 3 clusters Score -1650255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1650256.125000 Penalty: 3084.623291
	Iteration 215Q: 3 clusters Score -1650256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1650256.625000 Penalty: 3084.623291
	Iteration 216Q: 3 clusters Score -1650257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1650262.000000 Penalty: 3084.623291
	Iteration 217Q: 3 clusters Score -1650262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1650264.500000 Penalty: 3084.623291
	Iteration 218Q: 3 clusters Score -1650264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1650264.125000 Penalty: 3084.623291
	Iteration 219Q: 3 clusters Score -1650264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1650263.250000 Penalty: 3084.623291
	Iteration 220F: 3 clusters Score -1650263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1650261.500000 Penalty: 3084.623291
	Iteration 221Q: 3 clusters Score -1650262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1650261.125000 Penalty: 3084.623291
	Iteration 222Q: 3 clusters Score -1650261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1650263.625000 Penalty: 3084.623291
	Iteration 223Q: 3 clusters Score -1650264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1650263.250000 Penalty: 3084.623291
	Iteration 224Q: 3 clusters Score -1650263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1650261.500000 Penalty: 3084.623291
	Iteration 225Q: 3 clusters Score -1650262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1650259.375000 Penalty: 3084.623291
	Iteration 226Q: 3 clusters Score -1650259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1650263.750000 Penalty: 3084.623291
	Iteration 227Q: 3 clusters Score -1650264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1650264.875000 Penalty: 3084.623291
	Iteration 228Q: 3 clusters Score -1650265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1650266.625000 Penalty: 3084.623291
	Iteration 229Q: 3 clusters Score -1650267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1650270.125000 Penalty: 3084.623291
	Iteration 230Q: 3 clusters Score -1650270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1650273.750000 Penalty: 3084.623291
	Iteration 231Q: 3 clusters Score -1650274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1650274.875000 Penalty: 3084.623291
	Iteration 232Q: 3 clusters Score -1650275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1650274.625000 Penalty: 3084.623291
	Iteration 233Q: 3 clusters Score -1650275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1650275.500000 Penalty: 3084.623291
	Iteration 234Q: 3 clusters Score -1650276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1650276.750000 Penalty: 3084.623291
	Iteration 235Q: 3 clusters Score -1650277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1650284.125000 Penalty: 3084.623291
	Iteration 236Q: 3 clusters Score -1650284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1650282.375000 Penalty: 3084.623291
	Iteration 237Q: 3 clusters Score -1650282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1650283.125000 Penalty: 3084.623291
	Iteration 238Q: 3 clusters Score -1650283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1650284.500000 Penalty: 3084.623291
	Iteration 239Q: 3 clusters Score -1650284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1650285.375000 Penalty: 3084.623291
	Iteration 240F: 3 clusters Score -1650285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1650289.000000 Penalty: 3084.623291
	Iteration 241Q: 3 clusters Score -1650289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1650288.500000 Penalty: 3084.623291
	Iteration 242Q: 3 clusters Score -1650288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1650288.625000 Penalty: 3084.623291
	Iteration 243Q: 3 clusters Score -1650289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1650288.625000 Penalty: 3084.623291
	Iteration 244F: 3 clusters Score -1650289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Entering Unmasked Estep 
Score: -65992.851562 Penalty: 1130.747925
	Iteration 0F: 2 clusters Score -65992.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -65193.300781 Penalty: 2261.495850
	Iteration 0F: 3 clusters Score -65193.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67743.828125 Penalty: 2261.495850
	Iteration 1F: 3 clusters Score -67743.83 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -68832.148438 Penalty: 2261.495850
	Iteration 2F: 3 clusters Score -68832.15 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -69827.156250 Penalty: 2261.495850
	Iteration 3F: 3 clusters Score -69827.16 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -70219.031250 Penalty: 2261.495850
	Iteration 4Q: 3 clusters Score -70219.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -70406.437500 Penalty: 2261.495850
	Iteration 5Q: 3 clusters Score -70406.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -70492.710938 Penalty: 2261.495850
	Iteration 6Q: 3 clusters Score -70492.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -70531.242188 Penalty: 2261.495850
	Iteration 7Q: 3 clusters Score -70531.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -70564.414062 Penalty: 2261.495850
	Iteration 8Q: 3 clusters Score -70564.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -70575.265625 Penalty: 2261.495850
	Iteration 9Q: 3 clusters Score -70575.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -70578.031250 Penalty: 2261.495850
	Iteration 10Q: 3 clusters Score -70578.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -70579.031250 Penalty: 2261.495850
	Iteration 11Q: 3 clusters Score -70579.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -70579.031250 Penalty: 2261.495850
	Iteration 12F: 3 clusters Score -70579.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1016 members 
Mstep: Class 3 contains 4297 members 
Mstep: Class 4 contains 2530 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 10163 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 8875 members 
Mstep: Class 9 contains 2647 members 
Mstep: Class 10 contains 1740 members 
Mstep: Class 11 contains 13242 members 
Mstep: Class 12 contains 605 members 
Mstep: Class 13 contains 65661 members 
Mstep: Class 14 contains 72871 members 
Mstep: Class 15 contains 17357 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 148521 members 
Mstep: Class 18 contains 10739 members 
Mstep: Class 19 contains 82505 members 
Mstep: Class 20 contains 113554 members 
Mstep: Class 21 contains 11046 members 
Mstep: Class 22 contains 833 members 
Mstep: Class 23 contains 110225 members 
Mstep: Class 24 contains 113804 members 
Mstep: Class 25 contains 103669 members 
Mstep: Class 26 contains 658 members 
Mstep: Class 27 contains 447 members 
Entering Unmasked Estep 
Score: -111664632.000000 Penalty: 60242.273438
Splitting cluster 12 changes total score from -111657648.000000 to -111664632.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (65661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65661 members 
Entering Unmasked Estep 
Score: -8183089.500000 Penalty: 1802.492310
	Iteration 0F: 2 clusters Score -8183090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -8139403.500000 Penalty: 3604.984619
	Iteration 0F: 3 clusters Score -8139404 nChanged 31043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -8157117.000000 Penalty: 3604.984619
	Iteration 1F: 3 clusters Score -8157117 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -8157906.500000 Penalty: 3604.984619
	Iteration 2Q: 3 clusters Score -8157906 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -8159160.500000 Penalty: 3604.984619
	Iteration 3Q: 3 clusters Score -8159160 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -8161227.000000 Penalty: 3604.984619
	Iteration 4F: 3 clusters Score -8161227 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
Score: -8164490.000000 Penalty: 3604.984619
	Iteration 5F: 3 clusters Score -8164490 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -8169037.000000 Penalty: 3604.984619
	Iteration 6F: 3 clusters Score -8169037 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 54962 members 
Entering Unmasked Estep 
Score: -8173779.500000 Penalty: 3604.984619
	Iteration 7F: 3 clusters Score -8173780 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 58435 members 
Entering Unmasked Estep 
Score: -8177478.000000 Penalty: 3604.984619
	Iteration 8F: 3 clusters Score -8177478 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 60369 members 
Entering Unmasked Estep 
Score: -8179659.000000 Penalty: 3604.984619
	Iteration 9Q: 3 clusters Score -8179659 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 61351 members 
Entering Unmasked Estep 
Score: -8180791.500000 Penalty: 3604.984619
	Iteration 10Q: 3 clusters Score -8180792 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 61912 members 
Entering Unmasked Estep 
Score: -8181300.500000 Penalty: 3604.984619
	Iteration 11Q: 3 clusters Score -8181300 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 62297 members 
Entering Unmasked Estep 
Score: -8181558.500000 Penalty: 3604.984619
	Iteration 12Q: 3 clusters Score -8181558 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 62621 members 
Entering Unmasked Estep 
Score: -8181747.500000 Penalty: 3604.984619
	Iteration 13Q: 3 clusters Score -8181748 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 62872 members 
Entering Unmasked Estep 
Score: -8181889.500000 Penalty: 3604.984619
	Iteration 14Q: 3 clusters Score -8181890 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 63082 members 
Entering Unmasked Estep 
Score: -8181967.000000 Penalty: 3604.984619
	Iteration 15Q: 3 clusters Score -8181967 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 63228 members 
Entering Unmasked Estep 
Score: -8182040.500000 Penalty: 3604.984619
	Iteration 16Q: 3 clusters Score -8182040 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 63350 members 
Entering Unmasked Estep 
Score: -8182078.500000 Penalty: 3604.984619
	Iteration 17Q: 3 clusters Score -8182078 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 63456 members 
Entering Unmasked Estep 
Score: -8182120.500000 Penalty: 3604.984619
	Iteration 18Q: 3 clusters Score -8182120 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 63538 members 
Entering Unmasked Estep 
Score: -8182141.500000 Penalty: 3604.984619
	Iteration 19Q: 3 clusters Score -8182142 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 63607 members 
Entering Unmasked Estep 
Score: -8182143.000000 Penalty: 3604.984619
	Iteration 20F: 3 clusters Score -8182143 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 63671 members 
Entering Unmasked Estep 
Score: -8182171.500000 Penalty: 3604.984619
	Iteration 21Q: 3 clusters Score -8182172 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 63720 members 
Entering Unmasked Estep 
Score: -8182177.500000 Penalty: 3604.984619
	Iteration 22Q: 3 clusters Score -8182178 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 63759 members 
Entering Unmasked Estep 
Score: -8182194.500000 Penalty: 3604.984619
	Iteration 23Q: 3 clusters Score -8182194 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 63793 members 
Entering Unmasked Estep 
Score: -8182186.000000 Penalty: 3604.984619
	Iteration 24Q: 3 clusters Score -8182186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 63816 members 
Entering Unmasked Estep 
Score: -8182183.500000 Penalty: 3604.984619
	Iteration 25Q: 3 clusters Score -8182184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 63830 members 
Entering Unmasked Estep 
Score: -8182180.500000 Penalty: 3604.984619
	Iteration 26Q: 3 clusters Score -8182180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 63837 members 
Entering Unmasked Estep 
Score: -8182174.000000 Penalty: 3604.984619
	Iteration 27Q: 3 clusters Score -8182174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 63844 members 
Entering Unmasked Estep 
Score: -8182181.000000 Penalty: 3604.984619
	Iteration 28Q: 3 clusters Score -8182181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 63850 members 
Entering Unmasked Estep 
Score: -8182179.500000 Penalty: 3604.984619
	Iteration 29Q: 3 clusters Score -8182180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 63857 members 
Entering Unmasked Estep 
Score: -8182188.500000 Penalty: 3604.984619
	Iteration 30Q: 3 clusters Score -8182188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 63860 members 
Entering Unmasked Estep 
Score: -8182183.500000 Penalty: 3604.984619
	Iteration 31Q: 3 clusters Score -8182184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 63865 members 
Entering Unmasked Estep 
Score: -8182184.500000 Penalty: 3604.984619
	Iteration 32Q: 3 clusters Score -8182184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 63875 members 
Entering Unmasked Estep 
Score: -8182185.000000 Penalty: 3604.984619
	Iteration 33Q: 3 clusters Score -8182185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 63886 members 
Entering Unmasked Estep 
Score: -8182186.500000 Penalty: 3604.984619
	Iteration 34Q: 3 clusters Score -8182186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 63902 members 
Entering Unmasked Estep 
Score: -8182194.000000 Penalty: 3604.984619
	Iteration 35Q: 3 clusters Score -8182194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 63919 members 
Entering Unmasked Estep 
Score: -8182195.000000 Penalty: 3604.984619
	Iteration 36Q: 3 clusters Score -8182195 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 63936 members 
Entering Unmasked Estep 
Score: -8182203.500000 Penalty: 3604.984619
	Iteration 37Q: 3 clusters Score -8182204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 63952 members 
Entering Unmasked Estep 
Score: -8182213.500000 Penalty: 3604.984619
	Iteration 38Q: 3 clusters Score -8182214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 63966 members 
Entering Unmasked Estep 
Score: -8182214.000000 Penalty: 3604.984619
	Iteration 39Q: 3 clusters Score -8182214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 63975 members 
Entering Unmasked Estep 
Score: -8182227.000000 Penalty: 3604.984619
	Iteration 40F: 3 clusters Score -8182227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 63984 members 
Entering Unmasked Estep 
Score: -8182223.500000 Penalty: 3604.984619
	Iteration 41Q: 3 clusters Score -8182224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 63993 members 
Entering Unmasked Estep 
Score: -8182227.000000 Penalty: 3604.984619
	Iteration 42Q: 3 clusters Score -8182227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 64002 members 
Entering Unmasked Estep 
Score: -8182223.500000 Penalty: 3604.984619
	Iteration 43Q: 3 clusters Score -8182224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 64008 members 
Entering Unmasked Estep 
Score: -8182218.500000 Penalty: 3604.984619
	Iteration 44Q: 3 clusters Score -8182218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 64016 members 
Entering Unmasked Estep 
Score: -8182225.500000 Penalty: 3604.984619
	Iteration 45Q: 3 clusters Score -8182226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 64025 members 
Entering Unmasked Estep 
Score: -8182219.500000 Penalty: 3604.984619
	Iteration 46Q: 3 clusters Score -8182220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 64031 members 
Entering Unmasked Estep 
Score: -8182218.000000 Penalty: 3604.984619
	Iteration 47Q: 3 clusters Score -8182218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 64036 members 
Entering Unmasked Estep 
Score: -8182215.000000 Penalty: 3604.984619
	Iteration 48Q: 3 clusters Score -8182215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 64044 members 
Entering Unmasked Estep 
Score: -8182216.500000 Penalty: 3604.984619
	Iteration 49Q: 3 clusters Score -8182216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 64055 members 
Entering Unmasked Estep 
Score: -8182217.000000 Penalty: 3604.984619
	Iteration 50Q: 3 clusters Score -8182217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 64065 members 
Entering Unmasked Estep 
Score: -8182213.500000 Penalty: 3604.984619
	Iteration 51Q: 3 clusters Score -8182214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 64076 members 
Entering Unmasked Estep 
Score: -8182219.500000 Penalty: 3604.984619
	Iteration 52Q: 3 clusters Score -8182220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 64087 members 
Entering Unmasked Estep 
Score: -8182219.500000 Penalty: 3604.984619
	Iteration 53Q: 3 clusters Score -8182220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 64097 members 
Entering Unmasked Estep 
Score: -8182225.000000 Penalty: 3604.984619
	Iteration 54Q: 3 clusters Score -8182225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 64102 members 
Entering Unmasked Estep 
Score: -8182227.500000 Penalty: 3604.984619
	Iteration 55Q: 3 clusters Score -8182228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 64104 members 
Entering Unmasked Estep 
Score: -8182232.500000 Penalty: 3604.984619
	Iteration 56Q: 3 clusters Score -8182232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 64107 members 
Entering Unmasked Estep 
Score: -8182228.500000 Penalty: 3604.984619
	Iteration 57Q: 3 clusters Score -8182228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 64110 members 
Entering Unmasked Estep 
Score: -8182223.000000 Penalty: 3604.984619
	Iteration 58Q: 3 clusters Score -8182223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 64111 members 
Entering Unmasked Estep 
Score: -8182221.000000 Penalty: 3604.984619
	Iteration 59Q: 3 clusters Score -8182221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 64111 members 
Entering Unmasked Estep 
Score: -8182221.000000 Penalty: 3604.984619
	Iteration 60F: 3 clusters Score -8182221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (72871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72871 members 
Entering Unmasked Estep 
Score: -8909971.000000 Penalty: 1819.422485
	Iteration 0F: 2 clusters Score -8909971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -8861113.000000 Penalty: 3638.844971
	Iteration 0F: 3 clusters Score -8861113 nChanged 34636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -8880942.000000 Penalty: 3638.844971
	Iteration 1F: 3 clusters Score -8880942 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -8881713.000000 Penalty: 3638.844971
	Iteration 2Q: 3 clusters Score -8881713 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -8882649.000000 Penalty: 3638.844971
	Iteration 3Q: 3 clusters Score -8882649 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -8883852.000000 Penalty: 3638.844971
	Iteration 4Q: 3 clusters Score -8883852 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -8885495.000000 Penalty: 3638.844971
	Iteration 5Q: 3 clusters Score -8885495 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 40088 members 
Entering Unmasked Estep 
Score: -8887402.000000 Penalty: 3638.844971
	Iteration 6F: 3 clusters Score -8887402 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -8889561.000000 Penalty: 3638.844971
	Iteration 7F: 3 clusters Score -8889561 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -8891399.000000 Penalty: 3638.844971
	Iteration 8F: 3 clusters Score -8891399 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 44197 members 
Entering Unmasked Estep 
Score: -8892751.000000 Penalty: 3638.844971
	Iteration 9Q: 3 clusters Score -8892751 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 45665 members 
Entering Unmasked Estep 
Score: -8893871.000000 Penalty: 3638.844971
	Iteration 10Q: 3 clusters Score -8893871 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -8894747.000000 Penalty: 3638.844971
	Iteration 11Q: 3 clusters Score -8894747 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 48679 members 
Entering Unmasked Estep 
Score: -8895695.000000 Penalty: 3638.844971
	Iteration 12Q: 3 clusters Score -8895695 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 50397 members 
Entering Unmasked Estep 
Score: -8896823.000000 Penalty: 3638.844971
	Iteration 13Q: 3 clusters Score -8896823 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 52279 members 
Entering Unmasked Estep 
Score: -8898065.000000 Penalty: 3638.844971
	Iteration 14Q: 3 clusters Score -8898065 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 54209 members 
Entering Unmasked Estep 
Score: -8899608.000000 Penalty: 3638.844971
	Iteration 15Q: 3 clusters Score -8899608 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 56197 members 
Entering Unmasked Estep 
Score: -8901396.000000 Penalty: 3638.844971
	Iteration 16Q: 3 clusters Score -8901396 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 58027 members 
Entering Unmasked Estep 
Score: -8903227.000000 Penalty: 3638.844971
	Iteration 17Q: 3 clusters Score -8903227 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 59632 members 
Entering Unmasked Estep 
Score: -8904517.000000 Penalty: 3638.844971
	Iteration 18Q: 3 clusters Score -8904517 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 61012 members 
Entering Unmasked Estep 
Score: -8905446.000000 Penalty: 3638.844971
	Iteration 19Q: 3 clusters Score -8905446 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 62164 members 
Entering Unmasked Estep 
Score: -8906194.000000 Penalty: 3638.844971
	Iteration 20F: 3 clusters Score -8906194 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 63116 members 
Entering Unmasked Estep 
Score: -8906692.000000 Penalty: 3638.844971
	Iteration 21Q: 3 clusters Score -8906692 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 63933 members 
Entering Unmasked Estep 
Score: -8907081.000000 Penalty: 3638.844971
	Iteration 22Q: 3 clusters Score -8907081 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 64626 members 
Entering Unmasked Estep 
Score: -8907385.000000 Penalty: 3638.844971
	Iteration 23Q: 3 clusters Score -8907385 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 65202 members 
Entering Unmasked Estep 
Score: -8907621.000000 Penalty: 3638.844971
	Iteration 24Q: 3 clusters Score -8907621 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 65679 members 
Entering Unmasked Estep 
Score: -8907848.000000 Penalty: 3638.844971
	Iteration 25Q: 3 clusters Score -8907848 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 66100 members 
Entering Unmasked Estep 
Score: -8908016.000000 Penalty: 3638.844971
	Iteration 26Q: 3 clusters Score -8908016 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 66495 members 
Entering Unmasked Estep 
Score: -8908165.000000 Penalty: 3638.844971
	Iteration 27Q: 3 clusters Score -8908165 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 66832 members 
Entering Unmasked Estep 
Score: -8908269.000000 Penalty: 3638.844971
	Iteration 28Q: 3 clusters Score -8908269 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 67128 members 
Entering Unmasked Estep 
Score: -8908348.000000 Penalty: 3638.844971
	Iteration 29Q: 3 clusters Score -8908348 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 67379 members 
Entering Unmasked Estep 
Score: -8908396.000000 Penalty: 3638.844971
	Iteration 30Q: 3 clusters Score -8908396 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 67588 members 
Entering Unmasked Estep 
Score: -8908425.000000 Penalty: 3638.844971
	Iteration 31Q: 3 clusters Score -8908425 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 67760 members 
Entering Unmasked Estep 
Score: -8908482.000000 Penalty: 3638.844971
	Iteration 32Q: 3 clusters Score -8908482 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 67900 members 
Entering Unmasked Estep 
Score: -8908509.000000 Penalty: 3638.844971
	Iteration 33Q: 3 clusters Score -8908509 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 68021 members 
Entering Unmasked Estep 
Score: -8908512.000000 Penalty: 3638.844971
	Iteration 34Q: 3 clusters Score -8908512 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 68144 members 
Entering Unmasked Estep 
Score: -8908528.000000 Penalty: 3638.844971
	Iteration 35Q: 3 clusters Score -8908528 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 68259 members 
Entering Unmasked Estep 
Score: -8908577.000000 Penalty: 3638.844971
	Iteration 36Q: 3 clusters Score -8908577 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 68376 members 
Entering Unmasked Estep 
Score: -8908587.000000 Penalty: 3638.844971
	Iteration 37Q: 3 clusters Score -8908587 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 68473 members 
Entering Unmasked Estep 
Score: -8908621.000000 Penalty: 3638.844971
	Iteration 38Q: 3 clusters Score -8908621 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 68566 members 
Entering Unmasked Estep 
Score: -8908625.000000 Penalty: 3638.844971
	Iteration 39Q: 3 clusters Score -8908625 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 68653 members 
Entering Unmasked Estep 
Score: -8908630.000000 Penalty: 3638.844971
	Iteration 40F: 3 clusters Score -8908630 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 68730 members 
Entering Unmasked Estep 
Score: -8908638.000000 Penalty: 3638.844971
	Iteration 41Q: 3 clusters Score -8908638 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 68804 members 
Entering Unmasked Estep 
Score: -8908644.000000 Penalty: 3638.844971
	Iteration 42Q: 3 clusters Score -8908644 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 68871 members 
Entering Unmasked Estep 
Score: -8908670.000000 Penalty: 3638.844971
	Iteration 43Q: 3 clusters Score -8908670 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 68929 members 
Entering Unmasked Estep 
Score: -8908689.000000 Penalty: 3638.844971
	Iteration 44Q: 3 clusters Score -8908689 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 68980 members 
Entering Unmasked Estep 
Score: -8908688.000000 Penalty: 3638.844971
	Iteration 45Q: 3 clusters Score -8908688 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 69029 members 
Entering Unmasked Estep 
Score: -8908682.000000 Penalty: 3638.844971
	Iteration 46Q: 3 clusters Score -8908682 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 69080 members 
Entering Unmasked Estep 
Score: -8908692.000000 Penalty: 3638.844971
	Iteration 47Q: 3 clusters Score -8908692 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 69131 members 
Entering Unmasked Estep 
Score: -8908689.000000 Penalty: 3638.844971
	Iteration 48Q: 3 clusters Score -8908689 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 69174 members 
Entering Unmasked Estep 
Score: -8908704.000000 Penalty: 3638.844971
	Iteration 49Q: 3 clusters Score -8908704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 69210 members 
Entering Unmasked Estep 
Score: -8908721.000000 Penalty: 3638.844971
	Iteration 50Q: 3 clusters Score -8908721 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 69242 members 
Entering Unmasked Estep 
Score: -8908727.000000 Penalty: 3638.844971
	Iteration 51Q: 3 clusters Score -8908727 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 69264 members 
Entering Unmasked Estep 
Score: -8908736.000000 Penalty: 3638.844971
	Iteration 52Q: 3 clusters Score -8908736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 69290 members 
Entering Unmasked Estep 
Score: -8908744.000000 Penalty: 3638.844971
	Iteration 53Q: 3 clusters Score -8908744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 69312 members 
Entering Unmasked Estep 
Score: -8908738.000000 Penalty: 3638.844971
	Iteration 54Q: 3 clusters Score -8908738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 69336 members 
Entering Unmasked Estep 
Score: -8908735.000000 Penalty: 3638.844971
	Iteration 55Q: 3 clusters Score -8908735 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 69360 members 
Entering Unmasked Estep 
Score: -8908750.000000 Penalty: 3638.844971
	Iteration 56Q: 3 clusters Score -8908750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 69377 members 
Entering Unmasked Estep 
Score: -8908745.000000 Penalty: 3638.844971
	Iteration 57Q: 3 clusters Score -8908745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 69386 members 
Entering Unmasked Estep 
Score: -8908747.000000 Penalty: 3638.844971
	Iteration 58Q: 3 clusters Score -8908747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 69392 members 
Entering Unmasked Estep 
Score: -8908758.000000 Penalty: 3638.844971
	Iteration 59Q: 3 clusters Score -8908758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 69397 members 
Entering Unmasked Estep 
Score: -8908755.000000 Penalty: 3638.844971
	Iteration 60F: 3 clusters Score -8908755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 69404 members 
Entering Unmasked Estep 
Score: -8908768.000000 Penalty: 3638.844971
	Iteration 61Q: 3 clusters Score -8908768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 69408 members 
Entering Unmasked Estep 
Score: -8908765.000000 Penalty: 3638.844971
	Iteration 62Q: 3 clusters Score -8908765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 69414 members 
Entering Unmasked Estep 
Score: -8908751.000000 Penalty: 3638.844971
	Iteration 63Q: 3 clusters Score -8908751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 69418 members 
Entering Unmasked Estep 
Score: -8908754.000000 Penalty: 3638.844971
	Iteration 64Q: 3 clusters Score -8908754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 69424 members 
Entering Unmasked Estep 
Score: -8908748.000000 Penalty: 3638.844971
	Iteration 65Q: 3 clusters Score -8908748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 69430 members 
Entering Unmasked Estep 
Score: -8908748.000000 Penalty: 3638.844971
	Iteration 66Q: 3 clusters Score -8908748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 69435 members 
Entering Unmasked Estep 
Score: -8908744.000000 Penalty: 3638.844971
	Iteration 67Q: 3 clusters Score -8908744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 69440 members 
Entering Unmasked Estep 
Score: -8908743.000000 Penalty: 3638.844971
	Iteration 68Q: 3 clusters Score -8908743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 69444 members 
Entering Unmasked Estep 
Score: -8908754.000000 Penalty: 3638.844971
	Iteration 69Q: 3 clusters Score -8908754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 69452 members 
Entering Unmasked Estep 
Score: -8908746.000000 Penalty: 3638.844971
	Iteration 70Q: 3 clusters Score -8908746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 69456 members 
Entering Unmasked Estep 
Score: -8908741.000000 Penalty: 3638.844971
	Iteration 71Q: 3 clusters Score -8908741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 69457 members 
Entering Unmasked Estep 
Score: -8908746.000000 Penalty: 3638.844971
	Iteration 72Q: 3 clusters Score -8908746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 69460 members 
Entering Unmasked Estep 
Score: -8908756.000000 Penalty: 3638.844971
	Iteration 73Q: 3 clusters Score -8908756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 69466 members 
Entering Unmasked Estep 
Score: -8908759.000000 Penalty: 3638.844971
	Iteration 74Q: 3 clusters Score -8908759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 69470 members 
Entering Unmasked Estep 
Score: -8908746.000000 Penalty: 3638.844971
	Iteration 75Q: 3 clusters Score -8908746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 69473 members 
Entering Unmasked Estep 
Score: -8908752.000000 Penalty: 3638.844971
	Iteration 76Q: 3 clusters Score -8908752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 69475 members 
Entering Unmasked Estep 
Score: -8908753.000000 Penalty: 3638.844971
	Iteration 77Q: 3 clusters Score -8908753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 69476 members 
Entering Unmasked Estep 
Score: -8908757.000000 Penalty: 3638.844971
	Iteration 78Q: 3 clusters Score -8908757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 69479 members 
Entering Unmasked Estep 
Score: -8908761.000000 Penalty: 3638.844971
	Iteration 79Q: 3 clusters Score -8908761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 69481 members 
Entering Unmasked Estep 
Score: -8908760.000000 Penalty: 3638.844971
	Iteration 80F: 3 clusters Score -8908760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 69486 members 
Entering Unmasked Estep 
Score: -8908759.000000 Penalty: 3638.844971
	Iteration 81Q: 3 clusters Score -8908759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 69490 members 
Entering Unmasked Estep 
Score: -8908762.000000 Penalty: 3638.844971
	Iteration 82Q: 3 clusters Score -8908762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 69499 members 
Entering Unmasked Estep 
Score: -8908749.000000 Penalty: 3638.844971
	Iteration 83Q: 3 clusters Score -8908749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 69510 members 
Entering Unmasked Estep 
Score: -8908766.000000 Penalty: 3638.844971
	Iteration 84Q: 3 clusters Score -8908766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 69522 members 
Entering Unmasked Estep 
Score: -8908778.000000 Penalty: 3638.844971
	Iteration 85Q: 3 clusters Score -8908778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 69534 members 
Entering Unmasked Estep 
Score: -8908767.000000 Penalty: 3638.844971
	Iteration 86Q: 3 clusters Score -8908767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 69548 members 
Entering Unmasked Estep 
Score: -8908759.000000 Penalty: 3638.844971
	Iteration 87Q: 3 clusters Score -8908759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 69565 members 
Entering Unmasked Estep 
Score: -8908771.000000 Penalty: 3638.844971
	Iteration 88Q: 3 clusters Score -8908771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 69577 members 
Entering Unmasked Estep 
Score: -8908767.000000 Penalty: 3638.844971
	Iteration 89Q: 3 clusters Score -8908767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 69587 members 
Entering Unmasked Estep 
Score: -8908761.000000 Penalty: 3638.844971
	Iteration 90Q: 3 clusters Score -8908761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 69597 members 
Entering Unmasked Estep 
Score: -8908760.000000 Penalty: 3638.844971
	Iteration 91Q: 3 clusters Score -8908760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 69608 members 
Entering Unmasked Estep 
Score: -8908769.000000 Penalty: 3638.844971
	Iteration 92Q: 3 clusters Score -8908769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 69614 members 
Entering Unmasked Estep 
Score: -8908770.000000 Penalty: 3638.844971
	Iteration 93Q: 3 clusters Score -8908770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 69621 members 
Entering Unmasked Estep 
Score: -8908774.000000 Penalty: 3638.844971
	Iteration 94Q: 3 clusters Score -8908774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 69626 members 
Entering Unmasked Estep 
Score: -8908766.000000 Penalty: 3638.844971
	Iteration 95Q: 3 clusters Score -8908766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 69627 members 
Entering Unmasked Estep 
Score: -8908774.000000 Penalty: 3638.844971
	Iteration 96Q: 3 clusters Score -8908774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 69631 members 
Entering Unmasked Estep 
Score: -8908771.000000 Penalty: 3638.844971
	Iteration 97Q: 3 clusters Score -8908771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 69635 members 
Entering Unmasked Estep 
Score: -8908764.000000 Penalty: 3638.844971
	Iteration 98Q: 3 clusters Score -8908764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 69637 members 
Entering Unmasked Estep 
Score: -8908766.000000 Penalty: 3638.844971
	Iteration 99Q: 3 clusters Score -8908766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 69637 members 
Entering Unmasked Estep 
Score: -8908766.000000 Penalty: 3638.844971
	Iteration 100F: 3 clusters Score -8908766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Entering Unmasked Estep 
Score: -2143838.000000 Penalty: 1586.284546
	Iteration 0F: 2 clusters Score -2143838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2131915.750000 Penalty: 3172.569092
	Iteration 0F: 3 clusters Score -2131916 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2136371.500000 Penalty: 3172.569092
	Iteration 1F: 3 clusters Score -2136372 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2136756.500000 Penalty: 3172.569092
	Iteration 2F: 3 clusters Score -2136756 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2137090.750000 Penalty: 3172.569092
	Iteration 3Q: 3 clusters Score -2137091 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -2137413.250000 Penalty: 3172.569092
	Iteration 4Q: 3 clusters Score -2137413 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -2137727.750000 Penalty: 3172.569092
	Iteration 5Q: 3 clusters Score -2137728 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -2138040.500000 Penalty: 3172.569092
	Iteration 6Q: 3 clusters Score -2138040 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2138348.000000 Penalty: 3172.569092
	Iteration 7Q: 3 clusters Score -2138348 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -2138709.750000 Penalty: 3172.569092
	Iteration 8Q: 3 clusters Score -2138710 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2139185.750000 Penalty: 3172.569092
	Iteration 9Q: 3 clusters Score -2139186 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -2139842.250000 Penalty: 3172.569092
	Iteration 10F: 3 clusters Score -2139842 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2140536.000000 Penalty: 3172.569092
	Iteration 11Q: 3 clusters Score -2140536 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2141105.500000 Penalty: 3172.569092
	Iteration 12Q: 3 clusters Score -2141106 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2141527.750000 Penalty: 3172.569092
	Iteration 13Q: 3 clusters Score -2141528 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2141809.750000 Penalty: 3172.569092
	Iteration 14Q: 3 clusters Score -2141810 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2141998.250000 Penalty: 3172.569092
	Iteration 15Q: 3 clusters Score -2141998 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2142123.000000 Penalty: 3172.569092
	Iteration 16Q: 3 clusters Score -2142123 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2142211.000000 Penalty: 3172.569092
	Iteration 17Q: 3 clusters Score -2142211 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2142263.250000 Penalty: 3172.569092
	Iteration 18Q: 3 clusters Score -2142263 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2142312.000000 Penalty: 3172.569092
	Iteration 19Q: 3 clusters Score -2142312 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2142348.250000 Penalty: 3172.569092
	Iteration 20F: 3 clusters Score -2142348 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2142382.250000 Penalty: 3172.569092
	Iteration 21Q: 3 clusters Score -2142382 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2142399.250000 Penalty: 3172.569092
	Iteration 22Q: 3 clusters Score -2142399 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2142411.500000 Penalty: 3172.569092
	Iteration 23Q: 3 clusters Score -2142412 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2142416.750000 Penalty: 3172.569092
	Iteration 24Q: 3 clusters Score -2142417 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2142427.250000 Penalty: 3172.569092
	Iteration 25Q: 3 clusters Score -2142427 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2142432.500000 Penalty: 3172.569092
	Iteration 26Q: 3 clusters Score -2142432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2142442.750000 Penalty: 3172.569092
	Iteration 27Q: 3 clusters Score -2142443 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2142446.750000 Penalty: 3172.569092
	Iteration 28Q: 3 clusters Score -2142447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2142446.750000 Penalty: 3172.569092
	Iteration 29Q: 3 clusters Score -2142447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2142451.000000 Penalty: 3172.569092
	Iteration 30Q: 3 clusters Score -2142451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2142452.500000 Penalty: 3172.569092
	Iteration 31Q: 3 clusters Score -2142452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2142459.500000 Penalty: 3172.569092
	Iteration 32Q: 3 clusters Score -2142460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2142467.000000 Penalty: 3172.569092
	Iteration 33Q: 3 clusters Score -2142467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2142468.000000 Penalty: 3172.569092
	Iteration 34Q: 3 clusters Score -2142468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2142470.500000 Penalty: 3172.569092
	Iteration 35Q: 3 clusters Score -2142470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2142472.000000 Penalty: 3172.569092
	Iteration 36Q: 3 clusters Score -2142472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2142472.000000 Penalty: 3172.569092
	Iteration 37F: 3 clusters Score -2142472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Entering Unmasked Estep 
Score: -883723.812500 Penalty: 1450.451050
	Iteration 0F: 2 clusters Score -883723.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -878175.937500 Penalty: 2900.902100
	Iteration 0F: 3 clusters Score -878175.9 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -880384.500000 Penalty: 2900.902100
	Iteration 1F: 3 clusters Score -880384.5 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -881426.000000 Penalty: 2900.902100
	Iteration 2F: 3 clusters Score -881426 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -882382.125000 Penalty: 2900.902100
	Iteration 3F: 3 clusters Score -882382.1 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -882995.562500 Penalty: 2900.902100
	Iteration 4F: 3 clusters Score -882995.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -883277.687500 Penalty: 2900.902100
	Iteration 5F: 3 clusters Score -883277.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -883402.250000 Penalty: 2900.902100
	Iteration 6Q: 3 clusters Score -883402.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -883453.875000 Penalty: 2900.902100
	Iteration 7Q: 3 clusters Score -883453.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -883487.187500 Penalty: 2900.902100
	Iteration 8Q: 3 clusters Score -883487.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -883505.250000 Penalty: 2900.902100
	Iteration 9Q: 3 clusters Score -883505.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -883512.875000 Penalty: 2900.902100
	Iteration 10Q: 3 clusters Score -883512.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -883520.187500 Penalty: 2900.902100
	Iteration 11Q: 3 clusters Score -883520.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -883524.250000 Penalty: 2900.902100
	Iteration 12Q: 3 clusters Score -883524.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -883528.250000 Penalty: 2900.902100
	Iteration 13Q: 3 clusters Score -883528.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -883526.937500 Penalty: 2900.902100
	Iteration 14Q: 3 clusters Score -883526.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -883532.687500 Penalty: 2900.902100
	Iteration 15Q: 3 clusters Score -883532.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -883534.375000 Penalty: 2900.902100
	Iteration 16Q: 3 clusters Score -883534.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -883534.875000 Penalty: 2900.902100
	Iteration 17Q: 3 clusters Score -883534.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -883539.625000 Penalty: 2900.902100
	Iteration 18Q: 3 clusters Score -883539.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -883541.312500 Penalty: 2900.902100
	Iteration 19Q: 3 clusters Score -883541.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -883543.625000 Penalty: 2900.902100
	Iteration 20F: 3 clusters Score -883543.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -883544.437500 Penalty: 2900.902100
	Iteration 21Q: 3 clusters Score -883544.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -883543.687500 Penalty: 2900.902100
	Iteration 22Q: 3 clusters Score -883543.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -883544.250000 Penalty: 2900.902100
	Iteration 23Q: 3 clusters Score -883544.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -883546.000000 Penalty: 2900.902100
	Iteration 24Q: 3 clusters Score -883546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -883546.750000 Penalty: 2900.902100
	Iteration 25Q: 3 clusters Score -883546.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -883547.312500 Penalty: 2900.902100
	Iteration 26Q: 3 clusters Score -883547.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -883547.250000 Penalty: 2900.902100
	Iteration 27Q: 3 clusters Score -883547.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -883547.250000 Penalty: 2900.902100
	Iteration 28F: 3 clusters Score -883547.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (148521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148521 members 
Entering Unmasked Estep 
Score: -18576762.000000 Penalty: 1935.128296
	Iteration 0F: 2 clusters Score -1.857676e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74050 members 
Mstep: Class 2 contains 74471 members 
Entering Unmasked Estep 
Score: -18501470.000000 Penalty: 3870.256592
	Iteration 0F: 3 clusters Score -1.850147e+07 nChanged 71698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71648 members 
Mstep: Class 2 contains 76873 members 
Entering Unmasked Estep 
Score: -18544616.000000 Penalty: 3870.256592
	Iteration 1F: 3 clusters Score -1.854462e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70555 members 
Mstep: Class 2 contains 77966 members 
Entering Unmasked Estep 
Score: -18546124.000000 Penalty: 3870.256592
	Iteration 2Q: 3 clusters Score -1.854612e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69211 members 
Mstep: Class 2 contains 79310 members 
Entering Unmasked Estep 
Score: -18548054.000000 Penalty: 3870.256592
	Iteration 3Q: 3 clusters Score -1.854805e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67432 members 
Mstep: Class 2 contains 81089 members 
Entering Unmasked Estep 
Score: -18550578.000000 Penalty: 3870.256592
	Iteration 4Q: 3 clusters Score -1.855058e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64968 members 
Mstep: Class 2 contains 83553 members 
Entering Unmasked Estep 
Score: -18553600.000000 Penalty: 3870.256592
	Iteration 5Q: 3 clusters Score -1.85536e+07 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61499 members 
Mstep: Class 2 contains 87022 members 
Entering Unmasked Estep 
Score: -18557568.000000 Penalty: 3870.256592
	Iteration 6Q: 3 clusters Score -1.855757e+07 nChanged 7929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57086 members 
Mstep: Class 2 contains 91435 members 
Entering Unmasked Estep 
Score: -18562360.000000 Penalty: 3870.256592
	Iteration 7F: 3 clusters Score -1.856236e+07 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52342 members 
Mstep: Class 2 contains 96179 members 
Entering Unmasked Estep 
Score: -18567424.000000 Penalty: 3870.256592
	Iteration 8F: 3 clusters Score -1.856742e+07 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48131 members 
Mstep: Class 2 contains 100390 members 
Entering Unmasked Estep 
Score: -18571958.000000 Penalty: 3870.256592
	Iteration 9F: 3 clusters Score -1.857196e+07 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 103334 members 
Entering Unmasked Estep 
Score: -18575270.000000 Penalty: 3870.256592
	Iteration 10Q: 3 clusters Score -1.857527e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 105112 members 
Entering Unmasked Estep 
Score: -18577434.000000 Penalty: 3870.256592
	Iteration 11Q: 3 clusters Score -1.857743e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 106073 members 
Entering Unmasked Estep 
Score: -18578558.000000 Penalty: 3870.256592
	Iteration 12Q: 3 clusters Score -1.857856e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 106686 members 
Entering Unmasked Estep 
Score: -18579034.000000 Penalty: 3870.256592
	Iteration 13Q: 3 clusters Score -1.857903e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 106963 members 
Entering Unmasked Estep 
Score: -18579378.000000 Penalty: 3870.256592
	Iteration 14Q: 3 clusters Score -1.857938e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 107139 members 
Entering Unmasked Estep 
Score: -18579576.000000 Penalty: 3870.256592
	Iteration 15Q: 3 clusters Score -1.857958e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 107207 members 
Entering Unmasked Estep 
Score: -18579716.000000 Penalty: 3870.256592
	Iteration 16Q: 3 clusters Score -1.857972e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 107242 members 
Entering Unmasked Estep 
Score: -18579774.000000 Penalty: 3870.256592
	Iteration 17Q: 3 clusters Score -1.857977e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 107224 members 
Entering Unmasked Estep 
Score: -18579820.000000 Penalty: 3870.256592
	Iteration 18Q: 3 clusters Score -1.857982e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 107176 members 
Entering Unmasked Estep 
Score: -18579882.000000 Penalty: 3870.256592
	Iteration 19Q: 3 clusters Score -1.857988e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 107090 members 
Entering Unmasked Estep 
Score: -18580000.000000 Penalty: 3870.256592
	Iteration 20F: 3 clusters Score -1.858e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 106934 members 
Entering Unmasked Estep 
Score: -18580076.000000 Penalty: 3870.256592
	Iteration 21Q: 3 clusters Score -1.858008e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 106786 members 
Entering Unmasked Estep 
Score: -18580190.000000 Penalty: 3870.256592
	Iteration 22Q: 3 clusters Score -1.858019e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 106662 members 
Entering Unmasked Estep 
Score: -18580248.000000 Penalty: 3870.256592
	Iteration 23Q: 3 clusters Score -1.858025e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 106480 members 
Entering Unmasked Estep 
Score: -18580316.000000 Penalty: 3870.256592
	Iteration 24Q: 3 clusters Score -1.858032e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 106237 members 
Entering Unmasked Estep 
Score: -18580438.000000 Penalty: 3870.256592
	Iteration 25Q: 3 clusters Score -1.858044e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Mstep: Class 2 contains 106005 members 
Entering Unmasked Estep 
Score: -18580554.000000 Penalty: 3870.256592
	Iteration 26Q: 3 clusters Score -1.858055e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 105707 members 
Entering Unmasked Estep 
Score: -18580644.000000 Penalty: 3870.256592
	Iteration 27Q: 3 clusters Score -1.858064e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 105343 members 
Entering Unmasked Estep 
Score: -18580638.000000 Penalty: 3870.256592
	Iteration 28Q: 3 clusters Score -1.858064e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 104972 members 
Entering Unmasked Estep 
Score: -18580676.000000 Penalty: 3870.256592
	Iteration 29Q: 3 clusters Score -1.858068e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 104611 members 
Entering Unmasked Estep 
Score: -18580744.000000 Penalty: 3870.256592
	Iteration 30Q: 3 clusters Score -1.858074e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 104269 members 
Entering Unmasked Estep 
Score: -18580852.000000 Penalty: 3870.256592
	Iteration 31Q: 3 clusters Score -1.858085e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 103943 members 
Entering Unmasked Estep 
Score: -18580884.000000 Penalty: 3870.256592
	Iteration 32Q: 3 clusters Score -1.858088e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 103569 members 
Entering Unmasked Estep 
Score: -18580914.000000 Penalty: 3870.256592
	Iteration 33Q: 3 clusters Score -1.858091e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45342 members 
Mstep: Class 2 contains 103179 members 
Entering Unmasked Estep 
Score: -18580972.000000 Penalty: 3870.256592
	Iteration 34Q: 3 clusters Score -1.858097e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 102842 members 
Entering Unmasked Estep 
Score: -18581048.000000 Penalty: 3870.256592
	Iteration 35Q: 3 clusters Score -1.858105e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 102543 members 
Entering Unmasked Estep 
Score: -18581114.000000 Penalty: 3870.256592
	Iteration 36Q: 3 clusters Score -1.858111e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 102251 members 
Entering Unmasked Estep 
Score: -18581152.000000 Penalty: 3870.256592
	Iteration 37Q: 3 clusters Score -1.858115e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 101950 members 
Entering Unmasked Estep 
Score: -18581218.000000 Penalty: 3870.256592
	Iteration 38Q: 3 clusters Score -1.858122e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 101646 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1.858126e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 101341 members 
Entering Unmasked Estep 
Score: -18581328.000000 Penalty: 3870.256592
	Iteration 40F: 3 clusters Score -1.858133e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 101067 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1.858136e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 100793 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1.858135e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 100534 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1.858136e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48240 members 
Mstep: Class 2 contains 100281 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1.858139e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 100052 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1.858144e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 99862 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1.858145e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 99667 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1.858146e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 99495 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1.858147e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49139 members 
Mstep: Class 2 contains 99382 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1.858153e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49268 members 
Mstep: Class 2 contains 99253 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1.858154e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 99112 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1.858154e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49542 members 
Mstep: Class 2 contains 98979 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1.858157e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49655 members 
Mstep: Class 2 contains 98866 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1.858157e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49798 members 
Mstep: Class 2 contains 98723 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1.85816e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49924 members 
Mstep: Class 2 contains 98597 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1.858167e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Mstep: Class 2 contains 98463 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1.858172e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50218 members 
Mstep: Class 2 contains 98303 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1.858173e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50369 members 
Mstep: Class 2 contains 98152 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1.858172e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50516 members 
Mstep: Class 2 contains 98005 members 
Entering Unmasked Estep 
Score: -18581730.000000 Penalty: 3870.256592
	Iteration 59Q: 3 clusters Score -1.858173e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 97824 members 
Entering Unmasked Estep 
Score: -18581746.000000 Penalty: 3870.256592
	Iteration 60F: 3 clusters Score -1.858175e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50811 members 
Mstep: Class 2 contains 97710 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1.858183e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50931 members 
Mstep: Class 2 contains 97590 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1.858182e+07 nChanged 356
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51063 members 
Mstep: Class 2 contains 97458 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1.858182e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 97335 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1.858188e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 97164 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1.858189e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51564 members 
Mstep: Class 2 contains 96957 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1.858193e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51789 members 
Mstep: Class 2 contains 96732 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1.858204e+07 nChanged 542
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52007 members 
Mstep: Class 2 contains 96514 members 
Entering Unmasked Estep 
Score: -18582158.000000 Penalty: 3870.256592
	Iteration 68Q: 3 clusters Score -1.858216e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52220 members 
Mstep: Class 2 contains 96301 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1.858225e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52417 members 
Mstep: Class 2 contains 96104 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1.85823e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Mstep: Class 2 contains 95903 members 
Entering Unmasked Estep 
Score: -18582322.000000 Penalty: 3870.256592
	Iteration 71Q: 3 clusters Score -1.858232e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 95666 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1.858242e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53090 members 
Mstep: Class 2 contains 95431 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1.858252e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 95239 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1.858251e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53445 members 
Mstep: Class 2 contains 95076 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1.858255e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53591 members 
Mstep: Class 2 contains 94930 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1.858254e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 94786 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1.858256e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53870 members 
Mstep: Class 2 contains 94651 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1.858263e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53981 members 
Mstep: Class 2 contains 94540 members 
Entering Unmasked Estep 
Score: -18582648.000000 Penalty: 3870.256592
	Iteration 79Q: 3 clusters Score -1.858265e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 94458 members 
Entering Unmasked Estep 
Score: -18582646.000000 Penalty: 3870.256592
	Iteration 80F: 3 clusters Score -1.858265e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54138 members 
Mstep: Class 2 contains 94383 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1.858269e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54175 members 
Mstep: Class 2 contains 94346 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1.858273e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54153 members 
Mstep: Class 2 contains 94368 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1.858271e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54198 members 
Mstep: Class 2 contains 94323 members 
Entering Unmasked Estep 
Score: -18582712.000000 Penalty: 3870.256592
	Iteration 84Q: 3 clusters Score -1.858271e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54203 members 
Mstep: Class 2 contains 94318 members 
Entering Unmasked Estep 
Score: -18582728.000000 Penalty: 3870.256592
	Iteration 85Q: 3 clusters Score -1.858273e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54211 members 
Mstep: Class 2 contains 94310 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1.85827e+07 nChanged 246
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54211 members 
Mstep: Class 2 contains 94310 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1.858276e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 94329 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.858276e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54182 members 
Mstep: Class 2 contains 94339 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.858275e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54172 members 
Mstep: Class 2 contains 94349 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.858271e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 94336 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.858269e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54207 members 
Mstep: Class 2 contains 94314 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1.858263e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54249 members 
Mstep: Class 2 contains 94272 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1.858268e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54277 members 
Mstep: Class 2 contains 94244 members 
Entering Unmasked Estep 
Score: -18582690.000000 Penalty: 3870.256592
	Iteration 94Q: 3 clusters Score -1.858269e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54307 members 
Mstep: Class 2 contains 94214 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.858268e+07 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54349 members 
Mstep: Class 2 contains 94172 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.858268e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54384 members 
Mstep: Class 2 contains 94137 members 
Entering Unmasked Estep 
Score: -18582684.000000 Penalty: 3870.256592
	Iteration 97Q: 3 clusters Score -1.858268e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54414 members 
Mstep: Class 2 contains 94107 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.858265e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54461 members 
Mstep: Class 2 contains 94060 members 
Entering Unmasked Estep 
Score: -18582642.000000 Penalty: 3870.256592
	Iteration 99Q: 3 clusters Score -1.858264e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54483 members 
Mstep: Class 2 contains 94038 members 
Entering Unmasked Estep 
Score: -18582644.000000 Penalty: 3870.256592
	Iteration 100F: 3 clusters Score -1.858264e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54513 members 
Mstep: Class 2 contains 94008 members 
Entering Unmasked Estep 
Score: -18582616.000000 Penalty: 3870.256592
	Iteration 101Q: 3 clusters Score -1.858262e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54526 members 
Mstep: Class 2 contains 93995 members 
Entering Unmasked Estep 
Score: -18582624.000000 Penalty: 3870.256592
	Iteration 102Q: 3 clusters Score -1.858262e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54528 members 
Mstep: Class 2 contains 93993 members 
Entering Unmasked Estep 
Score: -18582630.000000 Penalty: 3870.256592
	Iteration 103Q: 3 clusters Score -1.858263e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Mstep: Class 2 contains 93989 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1.858267e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54548 members 
Mstep: Class 2 contains 93973 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1.858267e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54564 members 
Mstep: Class 2 contains 93957 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1.858266e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54578 members 
Mstep: Class 2 contains 93943 members 
Entering Unmasked Estep 
Score: -18582672.000000 Penalty: 3870.256592
	Iteration 107Q: 3 clusters Score -1.858267e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 93920 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1.858266e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54618 members 
Mstep: Class 2 contains 93903 members 
Entering Unmasked Estep 
Score: -18582658.000000 Penalty: 3870.256592
	Iteration 109Q: 3 clusters Score -1.858266e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54630 members 
Mstep: Class 2 contains 93891 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1.858264e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54640 members 
Mstep: Class 2 contains 93881 members 
Entering Unmasked Estep 
Score: -18582614.000000 Penalty: 3870.256592
	Iteration 111Q: 3 clusters Score -1.858261e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54657 members 
Mstep: Class 2 contains 93864 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.858262e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54666 members 
Mstep: Class 2 contains 93855 members 
Entering Unmasked Estep 
Score: -18582620.000000 Penalty: 3870.256592
	Iteration 113Q: 3 clusters Score -1.858262e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54677 members 
Mstep: Class 2 contains 93844 members 
Entering Unmasked Estep 
Score: -18582616.000000 Penalty: 3870.256592
	Iteration 114Q: 3 clusters Score -1.858262e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54715 members 
Mstep: Class 2 contains 93806 members 
Entering Unmasked Estep 
Score: -18582626.000000 Penalty: 3870.256592
	Iteration 115Q: 3 clusters Score -1.858263e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 93771 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1.858264e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54797 members 
Mstep: Class 2 contains 93724 members 
Entering Unmasked Estep 
Score: -18582638.000000 Penalty: 3870.256592
	Iteration 117Q: 3 clusters Score -1.858264e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54832 members 
Mstep: Class 2 contains 93689 members 
Entering Unmasked Estep 
Score: -18582642.000000 Penalty: 3870.256592
	Iteration 118Q: 3 clusters Score -1.858264e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54856 members 
Mstep: Class 2 contains 93665 members 
Entering Unmasked Estep 
Score: -18582640.000000 Penalty: 3870.256592
	Iteration 119Q: 3 clusters Score -1.858264e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54886 members 
Mstep: Class 2 contains 93635 members 
Entering Unmasked Estep 
Score: -18582676.000000 Penalty: 3870.256592
	Iteration 120F: 3 clusters Score -1.858268e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54917 members 
Mstep: Class 2 contains 93604 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1.858272e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 93570 members 
Entering Unmasked Estep 
Score: -18582756.000000 Penalty: 3870.256592
	Iteration 122Q: 3 clusters Score -1.858276e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54969 members 
Mstep: Class 2 contains 93552 members 
Entering Unmasked Estep 
Score: -18582754.000000 Penalty: 3870.256592
	Iteration 123Q: 3 clusters Score -1.858275e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54968 members 
Mstep: Class 2 contains 93553 members 
Entering Unmasked Estep 
Score: -18582760.000000 Penalty: 3870.256592
	Iteration 124Q: 3 clusters Score -1.858276e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54983 members 
Mstep: Class 2 contains 93538 members 
Entering Unmasked Estep 
Score: -18582754.000000 Penalty: 3870.256592
	Iteration 125Q: 3 clusters Score -1.858275e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54982 members 
Mstep: Class 2 contains 93539 members 
Entering Unmasked Estep 
Score: -18582718.000000 Penalty: 3870.256592
	Iteration 126Q: 3 clusters Score -1.858272e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54996 members 
Mstep: Class 2 contains 93525 members 
Entering Unmasked Estep 
Score: -18582724.000000 Penalty: 3870.256592
	Iteration 127Q: 3 clusters Score -1.858272e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55011 members 
Mstep: Class 2 contains 93510 members 
Entering Unmasked Estep 
Score: -18582718.000000 Penalty: 3870.256592
	Iteration 128Q: 3 clusters Score -1.858272e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55028 members 
Mstep: Class 2 contains 93493 members 
Entering Unmasked Estep 
Score: -18582756.000000 Penalty: 3870.256592
	Iteration 129Q: 3 clusters Score -1.858276e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55044 members 
Mstep: Class 2 contains 93477 members 
Entering Unmasked Estep 
Score: -18582754.000000 Penalty: 3870.256592
	Iteration 130Q: 3 clusters Score -1.858275e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55054 members 
Mstep: Class 2 contains 93467 members 
Entering Unmasked Estep 
Score: -18582762.000000 Penalty: 3870.256592
	Iteration 131Q: 3 clusters Score -1.858276e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55067 members 
Mstep: Class 2 contains 93454 members 
Entering Unmasked Estep 
Score: -18582776.000000 Penalty: 3870.256592
	Iteration 132Q: 3 clusters Score -1.858278e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55076 members 
Mstep: Class 2 contains 93445 members 
Entering Unmasked Estep 
Score: -18582768.000000 Penalty: 3870.256592
	Iteration 133Q: 3 clusters Score -1.858277e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55067 members 
Mstep: Class 2 contains 93454 members 
Entering Unmasked Estep 
Score: -18582754.000000 Penalty: 3870.256592
	Iteration 134Q: 3 clusters Score -1.858275e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55048 members 
Mstep: Class 2 contains 93473 members 
Entering Unmasked Estep 
Score: -18582782.000000 Penalty: 3870.256592
	Iteration 135Q: 3 clusters Score -1.858278e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55032 members 
Mstep: Class 2 contains 93489 members 
Entering Unmasked Estep 
Score: -18582792.000000 Penalty: 3870.256592
	Iteration 136Q: 3 clusters Score -1.858279e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55025 members 
Mstep: Class 2 contains 93496 members 
Entering Unmasked Estep 
Score: -18582810.000000 Penalty: 3870.256592
	Iteration 137Q: 3 clusters Score -1.858281e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55021 members 
Mstep: Class 2 contains 93500 members 
Entering Unmasked Estep 
Score: -18582818.000000 Penalty: 3870.256592
	Iteration 138Q: 3 clusters Score -1.858282e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55020 members 
Mstep: Class 2 contains 93501 members 
Entering Unmasked Estep 
Score: -18582818.000000 Penalty: 3870.256592
	Iteration 139Q: 3 clusters Score -1.858282e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55022 members 
Mstep: Class 2 contains 93499 members 
Entering Unmasked Estep 
Score: -18582812.000000 Penalty: 3870.256592
	Iteration 140F: 3 clusters Score -1.858281e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55021 members 
Mstep: Class 2 contains 93500 members 
Entering Unmasked Estep 
Score: -18582798.000000 Penalty: 3870.256592
	Iteration 141Q: 3 clusters Score -1.85828e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55021 members 
Mstep: Class 2 contains 93500 members 
Entering Unmasked Estep 
Score: -18582804.000000 Penalty: 3870.256592
	Iteration 142Q: 3 clusters Score -1.85828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55021 members 
Mstep: Class 2 contains 93500 members 
Entering Unmasked Estep 
Score: -18582802.000000 Penalty: 3870.256592
	Iteration 143Q: 3 clusters Score -1.85828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55025 members 
Mstep: Class 2 contains 93496 members 
Entering Unmasked Estep 
Score: -18582802.000000 Penalty: 3870.256592
	Iteration 144Q: 3 clusters Score -1.85828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55028 members 
Mstep: Class 2 contains 93493 members 
Entering Unmasked Estep 
Score: -18582802.000000 Penalty: 3870.256592
	Iteration 145Q: 3 clusters Score -1.85828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55028 members 
Mstep: Class 2 contains 93493 members 
Entering Unmasked Estep 
Score: -18582794.000000 Penalty: 3870.256592
	Iteration 146Q: 3 clusters Score -1.858279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 93487 members 
Entering Unmasked Estep 
Score: -18582810.000000 Penalty: 3870.256592
	Iteration 147Q: 3 clusters Score -1.858281e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55038 members 
Mstep: Class 2 contains 93483 members 
Entering Unmasked Estep 
Score: -18582816.000000 Penalty: 3870.256592
	Iteration 148Q: 3 clusters Score -1.858282e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55042 members 
Mstep: Class 2 contains 93479 members 
Entering Unmasked Estep 
Score: -18582806.000000 Penalty: 3870.256592
	Iteration 149Q: 3 clusters Score -1.858281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55040 members 
Mstep: Class 2 contains 93481 members 
Entering Unmasked Estep 
Score: -18582802.000000 Penalty: 3870.256592
	Iteration 150Q: 3 clusters Score -1.85828e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55041 members 
Mstep: Class 2 contains 93480 members 
Entering Unmasked Estep 
Score: -18582802.000000 Penalty: 3870.256592
	Iteration 151Q: 3 clusters Score -1.85828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55040 members 
Mstep: Class 2 contains 93481 members 
Entering Unmasked Estep 
Score: -18582804.000000 Penalty: 3870.256592
	Iteration 152Q: 3 clusters Score -1.85828e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55039 members 
Mstep: Class 2 contains 93482 members 
Entering Unmasked Estep 
Score: -18582818.000000 Penalty: 3870.256592
	Iteration 153Q: 3 clusters Score -1.858282e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55043 members 
Mstep: Class 2 contains 93478 members 
Entering Unmasked Estep 
Score: -18582808.000000 Penalty: 3870.256592
	Iteration 154Q: 3 clusters Score -1.858281e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55040 members 
Mstep: Class 2 contains 93481 members 
Entering Unmasked Estep 
Score: -18582808.000000 Penalty: 3870.256592
	Iteration 155Q: 3 clusters Score -1.858281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55038 members 
Mstep: Class 2 contains 93483 members 
Entering Unmasked Estep 
Score: -18582816.000000 Penalty: 3870.256592
	Iteration 156Q: 3 clusters Score -1.858282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55035 members 
Mstep: Class 2 contains 93486 members 
Entering Unmasked Estep 
Score: -18582814.000000 Penalty: 3870.256592
	Iteration 157Q: 3 clusters Score -1.858281e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 93487 members 
Entering Unmasked Estep 
Score: -18582814.000000 Penalty: 3870.256592
	Iteration 158Q: 3 clusters Score -1.858281e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55036 members 
Mstep: Class 2 contains 93485 members 
Entering Unmasked Estep 
Score: -18582820.000000 Penalty: 3870.256592
	Iteration 159Q: 3 clusters Score -1.858282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55033 members 
Mstep: Class 2 contains 93488 members 
Entering Unmasked Estep 
Score: -18582822.000000 Penalty: 3870.256592
	Iteration 160F: 3 clusters Score -1.858282e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55031 members 
Mstep: Class 2 contains 93490 members 
Entering Unmasked Estep 
Score: -18582806.000000 Penalty: 3870.256592
	Iteration 161Q: 3 clusters Score -1.858281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55031 members 
Mstep: Class 2 contains 93490 members 
Entering Unmasked Estep 
Score: -18582804.000000 Penalty: 3870.256592
	Iteration 162Q: 3 clusters Score -1.85828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55027 members 
Mstep: Class 2 contains 93494 members 
Entering Unmasked Estep 
Score: -18582800.000000 Penalty: 3870.256592
	Iteration 163Q: 3 clusters Score -1.85828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55027 members 
Mstep: Class 2 contains 93494 members 
Entering Unmasked Estep 
Score: -18582796.000000 Penalty: 3870.256592
	Iteration 164Q: 3 clusters Score -1.85828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55028 members 
Mstep: Class 2 contains 93493 members 
Entering Unmasked Estep 
Score: -18582798.000000 Penalty: 3870.256592
	Iteration 165Q: 3 clusters Score -1.85828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55030 members 
Mstep: Class 2 contains 93491 members 
Entering Unmasked Estep 
Score: -18582804.000000 Penalty: 3870.256592
	Iteration 166Q: 3 clusters Score -1.85828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55026 members 
Mstep: Class 2 contains 93495 members 
Entering Unmasked Estep 
Score: -18582786.000000 Penalty: 3870.256592
	Iteration 167Q: 3 clusters Score -1.858279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55024 members 
Mstep: Class 2 contains 93497 members 
Entering Unmasked Estep 
Score: -18582800.000000 Penalty: 3870.256592
	Iteration 168Q: 3 clusters Score -1.85828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55023 members 
Mstep: Class 2 contains 93498 members 
Entering Unmasked Estep 
Score: -18582808.000000 Penalty: 3870.256592
	Iteration 169Q: 3 clusters Score -1.858281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55023 members 
Mstep: Class 2 contains 93498 members 
Entering Unmasked Estep 
Score: -18582810.000000 Penalty: 3870.256592
	Iteration 170Q: 3 clusters Score -1.858281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55026 members 
Mstep: Class 2 contains 93495 members 
Entering Unmasked Estep 
Score: -18582806.000000 Penalty: 3870.256592
	Iteration 171Q: 3 clusters Score -1.858281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55025 members 
Mstep: Class 2 contains 93496 members 
Entering Unmasked Estep 
Score: -18582808.000000 Penalty: 3870.256592
	Iteration 172Q: 3 clusters Score -1.858281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55030 members 
Mstep: Class 2 contains 93491 members 
Entering Unmasked Estep 
Score: -18582806.000000 Penalty: 3870.256592
	Iteration 173Q: 3 clusters Score -1.858281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55030 members 
Mstep: Class 2 contains 93491 members 
Entering Unmasked Estep 
Score: -18582810.000000 Penalty: 3870.256592
	Iteration 174Q: 3 clusters Score -1.858281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55028 members 
Mstep: Class 2 contains 93493 members 
Entering Unmasked Estep 
Score: -18582786.000000 Penalty: 3870.256592
	Iteration 175Q: 3 clusters Score -1.858279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55025 members 
Mstep: Class 2 contains 93496 members 
Entering Unmasked Estep 
Score: -18582794.000000 Penalty: 3870.256592
	Iteration 176Q: 3 clusters Score -1.858279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55022 members 
Mstep: Class 2 contains 93499 members 
Entering Unmasked Estep 
Score: -18582780.000000 Penalty: 3870.256592
	Iteration 177Q: 3 clusters Score -1.858278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55021 members 
Mstep: Class 2 contains 93500 members 
Entering Unmasked Estep 
Score: -18582778.000000 Penalty: 3870.256592
	Iteration 178Q: 3 clusters Score -1.858278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55021 members 
Mstep: Class 2 contains 93500 members 
Entering Unmasked Estep 
Score: -18582778.000000 Penalty: 3870.256592
	Iteration 179Q: 3 clusters Score -1.858278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55019 members 
Mstep: Class 2 contains 93502 members 
Entering Unmasked Estep 
Score: -18582784.000000 Penalty: 3870.256592
	Iteration 180F: 3 clusters Score -1.858278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55015 members 
Mstep: Class 2 contains 93506 members 
Entering Unmasked Estep 
Score: -18582786.000000 Penalty: 3870.256592
	Iteration 181Q: 3 clusters Score -1.858279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55014 members 
Mstep: Class 2 contains 93507 members 
Entering Unmasked Estep 
Score: -18582790.000000 Penalty: 3870.256592
	Iteration 182Q: 3 clusters Score -1.858279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55013 members 
Mstep: Class 2 contains 93508 members 
Entering Unmasked Estep 
Score: -18582790.000000 Penalty: 3870.256592
	Iteration 183Q: 3 clusters Score -1.858279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55012 members 
Mstep: Class 2 contains 93509 members 
Entering Unmasked Estep 
Score: -18582790.000000 Penalty: 3870.256592
	Iteration 184Q: 3 clusters Score -1.858279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55014 members 
Mstep: Class 2 contains 93507 members 
Entering Unmasked Estep 
Score: -18582784.000000 Penalty: 3870.256592
	Iteration 185Q: 3 clusters Score -1.858278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55016 members 
Mstep: Class 2 contains 93505 members 
Entering Unmasked Estep 
Score: -18582776.000000 Penalty: 3870.256592
	Iteration 186Q: 3 clusters Score -1.858278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55018 members 
Mstep: Class 2 contains 93503 members 
Entering Unmasked Estep 
Score: -18582766.000000 Penalty: 3870.256592
	Iteration 187Q: 3 clusters Score -1.858277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55019 members 
Mstep: Class 2 contains 93502 members 
Entering Unmasked Estep 
Score: -18582772.000000 Penalty: 3870.256592
	Iteration 188Q: 3 clusters Score -1.858277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55020 members 
Mstep: Class 2 contains 93501 members 
Entering Unmasked Estep 
Score: -18582776.000000 Penalty: 3870.256592
	Iteration 189Q: 3 clusters Score -1.858278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55020 members 
Mstep: Class 2 contains 93501 members 
Entering Unmasked Estep 
Score: -18582776.000000 Penalty: 3870.256592
	Iteration 190F: 3 clusters Score -1.858278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1016 members 
Mstep: Class 3 contains 4297 members 
Mstep: Class 4 contains 2530 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 10163 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 8875 members 
Mstep: Class 9 contains 2647 members 
Mstep: Class 10 contains 1740 members 
Mstep: Class 11 contains 13242 members 
Mstep: Class 12 contains 605 members 
Mstep: Class 13 contains 65661 members 
Mstep: Class 14 contains 72871 members 
Mstep: Class 15 contains 17357 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 55020 members 
Mstep: Class 18 contains 10739 members 
Mstep: Class 19 contains 82505 members 
Mstep: Class 20 contains 113554 members 
Mstep: Class 21 contains 11046 members 
Mstep: Class 22 contains 833 members 
Mstep: Class 23 contains 110225 members 
Mstep: Class 24 contains 113804 members 
Mstep: Class 25 contains 103669 members 
Mstep: Class 26 contains 658 members 
Mstep: Class 27 contains 447 members 
Mstep: Class 28 contains 93501 members 
Entering Unmasked Estep 
Score: -111670296.000000 Penalty: 62473.468750
Splitting cluster 17 changes total score from -111657648.000000 to -111670296.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (10739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Entering Unmasked Estep 
Score: -1291913.000000 Penalty: 1508.265991
	Iteration 0F: 2 clusters Score -1291913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1284304.875000 Penalty: 3016.531982
	Iteration 0F: 3 clusters Score -1284305 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1286856.000000 Penalty: 3016.531982
	Iteration 1F: 3 clusters Score -1286856 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1287300.875000 Penalty: 3016.531982
	Iteration 2F: 3 clusters Score -1287301 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1287770.500000 Penalty: 3016.531982
	Iteration 3F: 3 clusters Score -1287770 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1288250.750000 Penalty: 3016.531982
	Iteration 4F: 3 clusters Score -1288251 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1288676.500000 Penalty: 3016.531982
	Iteration 5F: 3 clusters Score -1288676 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1289049.500000 Penalty: 3016.531982
	Iteration 6F: 3 clusters Score -1289050 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1289473.750000 Penalty: 3016.531982
	Iteration 7F: 3 clusters Score -1289474 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1289973.000000 Penalty: 3016.531982
	Iteration 8F: 3 clusters Score -1289973 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1290548.875000 Penalty: 3016.531982
	Iteration 9F: 3 clusters Score -1290549 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1291081.000000 Penalty: 3016.531982
	Iteration 10F: 3 clusters Score -1291081 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1291534.250000 Penalty: 3016.531982
	Iteration 11F: 3 clusters Score -1291534 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1291823.250000 Penalty: 3016.531982
	Iteration 12Q: 3 clusters Score -1291823 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1292040.000000 Penalty: 3016.531982
	Iteration 13Q: 3 clusters Score -1292040 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1292195.500000 Penalty: 3016.531982
	Iteration 14Q: 3 clusters Score -1292196 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1292329.625000 Penalty: 3016.531982
	Iteration 15Q: 3 clusters Score -1292330 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1292466.375000 Penalty: 3016.531982
	Iteration 16Q: 3 clusters Score -1292466 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1292565.875000 Penalty: 3016.531982
	Iteration 17Q: 3 clusters Score -1292566 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1292624.375000 Penalty: 3016.531982
	Iteration 18Q: 3 clusters Score -1292624 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1292670.000000 Penalty: 3016.531982
	Iteration 19Q: 3 clusters Score -1292670 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1292712.000000 Penalty: 3016.531982
	Iteration 20F: 3 clusters Score -1292712 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1292754.000000 Penalty: 3016.531982
	Iteration 21Q: 3 clusters Score -1292754 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1292795.875000 Penalty: 3016.531982
	Iteration 22Q: 3 clusters Score -1292796 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1292841.875000 Penalty: 3016.531982
	Iteration 23Q: 3 clusters Score -1292842 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1292899.375000 Penalty: 3016.531982
	Iteration 24Q: 3 clusters Score -1292899 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1292982.375000 Penalty: 3016.531982
	Iteration 25Q: 3 clusters Score -1292982 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1293107.875000 Penalty: 3016.531982
	Iteration 26Q: 3 clusters Score -1293108 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1293320.000000 Penalty: 3016.531982
	Iteration 27Q: 3 clusters Score -1293320 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1293604.125000 Penalty: 3016.531982
	Iteration 28Q: 3 clusters Score -1293604 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1293812.000000 Penalty: 3016.531982
	Iteration 29Q: 3 clusters Score -1293812 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1293913.000000 Penalty: 3016.531982
	Iteration 30Q: 3 clusters Score -1293913 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1293957.125000 Penalty: 3016.531982
	Iteration 31Q: 3 clusters Score -1293957 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1293982.000000 Penalty: 3016.531982
	Iteration 32Q: 3 clusters Score -1293982 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1294004.375000 Penalty: 3016.531982
	Iteration 33Q: 3 clusters Score -1294004 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1294014.125000 Penalty: 3016.531982
	Iteration 34Q: 3 clusters Score -1294014 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1294028.125000 Penalty: 3016.531982
	Iteration 35Q: 3 clusters Score -1294028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1294032.500000 Penalty: 3016.531982
	Iteration 36Q: 3 clusters Score -1294032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1294032.500000 Penalty: 3016.531982
	Iteration 37Q: 3 clusters Score -1294032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1294037.625000 Penalty: 3016.531982
	Iteration 38Q: 3 clusters Score -1294038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1294037.750000 Penalty: 3016.531982
	Iteration 39Q: 3 clusters Score -1294038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1294039.250000 Penalty: 3016.531982
	Iteration 40F: 3 clusters Score -1294039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1294043.125000 Penalty: 3016.531982
	Iteration 41Q: 3 clusters Score -1294043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1294040.125000 Penalty: 3016.531982
	Iteration 42Q: 3 clusters Score -1294040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1294038.625000 Penalty: 3016.531982
	Iteration 43Q: 3 clusters Score -1294039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1294039.375000 Penalty: 3016.531982
	Iteration 44Q: 3 clusters Score -1294039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1294039.375000 Penalty: 3016.531982
	Iteration 45F: 3 clusters Score -1294039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1016 members 
Mstep: Class 3 contains 4297 members 
Mstep: Class 4 contains 2530 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 10163 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 8875 members 
Mstep: Class 9 contains 2647 members 
Mstep: Class 10 contains 1740 members 
Mstep: Class 11 contains 13242 members 
Mstep: Class 12 contains 605 members 
Mstep: Class 13 contains 65661 members 
Mstep: Class 14 contains 72871 members 
Mstep: Class 15 contains 17357 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 55020 members 
Mstep: Class 18 contains 6453 members 
Mstep: Class 19 contains 82505 members 
Mstep: Class 20 contains 113554 members 
Mstep: Class 21 contains 11046 members 
Mstep: Class 22 contains 833 members 
Mstep: Class 23 contains 110225 members 
Mstep: Class 24 contains 113804 members 
Mstep: Class 25 contains 103669 members 
Mstep: Class 26 contains 658 members 
Mstep: Class 27 contains 447 members 
Mstep: Class 28 contains 93501 members 
Mstep: Class 29 contains 4286 members 
Entering Unmasked Estep 
Score: -111671608.000000 Penalty: 64704.664062
Splitting cluster 18 changes total score from -111657648.000000 to -111671608.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 19 (82505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82505 members 
Entering Unmasked Estep 
Score: -10054439.000000 Penalty: 1839.599731
	Iteration 0F: 2 clusters Score -1.005444e+07 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 41344 members 
Entering Unmasked Estep 
Score: -9999291.000000 Penalty: 3679.199463
	Iteration 0F: 3 clusters Score -9999291 nChanged 39332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -10022091.000000 Penalty: 3679.199463
	Iteration 1F: 3 clusters Score -1.002209e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -10023009.000000 Penalty: 3679.199463
	Iteration 2Q: 3 clusters Score -1.002301e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -10024134.000000 Penalty: 3679.199463
	Iteration 3Q: 3 clusters Score -1.002413e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 45527 members 
Entering Unmasked Estep 
Score: -10025530.000000 Penalty: 3679.199463
	Iteration 4Q: 3 clusters Score -1.002553e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 47567 members 
Entering Unmasked Estep 
Score: -10027345.000000 Penalty: 3679.199463
	Iteration 5Q: 3 clusters Score -1.002734e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 50315 members 
Entering Unmasked Estep 
Score: -10030025.000000 Penalty: 3679.199463
	Iteration 6F: 3 clusters Score -1.003002e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 53674 members 
Entering Unmasked Estep 
Score: -10033523.000000 Penalty: 3679.199463
	Iteration 7F: 3 clusters Score -1.003352e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -10037477.000000 Penalty: 3679.199463
	Iteration 8F: 3 clusters Score -1.003748e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 60909 members 
Entering Unmasked Estep 
Score: -10041475.000000 Penalty: 3679.199463
	Iteration 9F: 3 clusters Score -1.004148e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 63789 members 
Entering Unmasked Estep 
Score: -10044854.000000 Penalty: 3679.199463
	Iteration 10Q: 3 clusters Score -1.004485e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 65997 members 
Entering Unmasked Estep 
Score: -10047605.000000 Penalty: 3679.199463
	Iteration 11Q: 3 clusters Score -1.00476e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 67708 members 
Entering Unmasked Estep 
Score: -10049928.000000 Penalty: 3679.199463
	Iteration 12Q: 3 clusters Score -1.004993e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 69003 members 
Entering Unmasked Estep 
Score: -10051970.000000 Penalty: 3679.199463
	Iteration 13Q: 3 clusters Score -1.005197e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 70032 members 
Entering Unmasked Estep 
Score: -10053411.000000 Penalty: 3679.199463
	Iteration 14Q: 3 clusters Score -1.005341e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 70902 members 
Entering Unmasked Estep 
Score: -10054545.000000 Penalty: 3679.199463
	Iteration 15Q: 3 clusters Score -1.005454e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 71696 members 
Entering Unmasked Estep 
Score: -10055591.000000 Penalty: 3679.199463
	Iteration 16Q: 3 clusters Score -1.005559e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 72377 members 
Entering Unmasked Estep 
Score: -10056604.000000 Penalty: 3679.199463
	Iteration 17Q: 3 clusters Score -1.00566e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 72936 members 
Entering Unmasked Estep 
Score: -10057428.000000 Penalty: 3679.199463
	Iteration 18Q: 3 clusters Score -1.005743e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 73353 members 
Entering Unmasked Estep 
Score: -10057894.000000 Penalty: 3679.199463
	Iteration 19Q: 3 clusters Score -1.005789e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 73673 members 
Entering Unmasked Estep 
Score: -10058115.000000 Penalty: 3679.199463
	Iteration 20F: 3 clusters Score -1.005812e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 73880 members 
Entering Unmasked Estep 
Score: -10058220.000000 Penalty: 3679.199463
	Iteration 21Q: 3 clusters Score -1.005822e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 74040 members 
Entering Unmasked Estep 
Score: -10058245.000000 Penalty: 3679.199463
	Iteration 22Q: 3 clusters Score -1.005824e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 74177 members 
Entering Unmasked Estep 
Score: -10058270.000000 Penalty: 3679.199463
	Iteration 23Q: 3 clusters Score -1.005827e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 74292 members 
Entering Unmasked Estep 
Score: -10058305.000000 Penalty: 3679.199463
	Iteration 24Q: 3 clusters Score -1.00583e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 74373 members 
Entering Unmasked Estep 
Score: -10058315.000000 Penalty: 3679.199463
	Iteration 25Q: 3 clusters Score -1.005832e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 74444 members 
Entering Unmasked Estep 
Score: -10058323.000000 Penalty: 3679.199463
	Iteration 26Q: 3 clusters Score -1.005832e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 74490 members 
Entering Unmasked Estep 
Score: -10058309.000000 Penalty: 3679.199463
	Iteration 27Q: 3 clusters Score -1.005831e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 74527 members 
Entering Unmasked Estep 
Score: -10058317.000000 Penalty: 3679.199463
	Iteration 28Q: 3 clusters Score -1.005832e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 74565 members 
Entering Unmasked Estep 
Score: -10058330.000000 Penalty: 3679.199463
	Iteration 29Q: 3 clusters Score -1.005833e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 74591 members 
Entering Unmasked Estep 
Score: -10058313.000000 Penalty: 3679.199463
	Iteration 30Q: 3 clusters Score -1.005831e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 74602 members 
Entering Unmasked Estep 
Score: -10058317.000000 Penalty: 3679.199463
	Iteration 31Q: 3 clusters Score -1.005832e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 74614 members 
Entering Unmasked Estep 
Score: -10058315.000000 Penalty: 3679.199463
	Iteration 32Q: 3 clusters Score -1.005832e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 74626 members 
Entering Unmasked Estep 
Score: -10058320.000000 Penalty: 3679.199463
	Iteration 33Q: 3 clusters Score -1.005832e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 74637 members 
Entering Unmasked Estep 
Score: -10058317.000000 Penalty: 3679.199463
	Iteration 34Q: 3 clusters Score -1.005832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 74643 members 
Entering Unmasked Estep 
Score: -10058323.000000 Penalty: 3679.199463
	Iteration 35Q: 3 clusters Score -1.005832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 74648 members 
Entering Unmasked Estep 
Score: -10058318.000000 Penalty: 3679.199463
	Iteration 36Q: 3 clusters Score -1.005832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 74654 members 
Entering Unmasked Estep 
Score: -10058320.000000 Penalty: 3679.199463
	Iteration 37Q: 3 clusters Score -1.005832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 74657 members 
Entering Unmasked Estep 
Score: -10058323.000000 Penalty: 3679.199463
	Iteration 38Q: 3 clusters Score -1.005832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 74660 members 
Entering Unmasked Estep 
Score: -10058322.000000 Penalty: 3679.199463
	Iteration 39Q: 3 clusters Score -1.005832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 74661 members 
Entering Unmasked Estep 
Score: -10058326.000000 Penalty: 3679.199463
	Iteration 40F: 3 clusters Score -1.005833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 74663 members 
Entering Unmasked Estep 
Score: -10058324.000000 Penalty: 3679.199463
	Iteration 41Q: 3 clusters Score -1.005832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 74663 members 
Entering Unmasked Estep 
Score: -10058324.000000 Penalty: 3679.199463
	Iteration 42F: 3 clusters Score -1.005832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1016 members 
Mstep: Class 3 contains 4297 members 
Mstep: Class 4 contains 2530 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 10163 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 8875 members 
Mstep: Class 9 contains 2647 members 
Mstep: Class 10 contains 1740 members 
Mstep: Class 11 contains 13242 members 
Mstep: Class 12 contains 605 members 
Mstep: Class 13 contains 65661 members 
Mstep: Class 14 contains 72871 members 
Mstep: Class 15 contains 17357 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 55020 members 
Mstep: Class 18 contains 6453 members 
Mstep: Class 19 contains 7842 members 
Mstep: Class 20 contains 113554 members 
Mstep: Class 21 contains 11046 members 
Mstep: Class 22 contains 833 members 
Mstep: Class 23 contains 110225 members 
Mstep: Class 24 contains 113804 members 
Mstep: Class 25 contains 103669 members 
Mstep: Class 26 contains 658 members 
Mstep: Class 27 contains 447 members 
Mstep: Class 28 contains 93501 members 
Mstep: Class 29 contains 4286 members 
Mstep: Class 30 contains 74663 members 
Entering Unmasked Estep 
Score: -111675688.000000 Penalty: 66935.859375
Splitting cluster 19 changes total score from -111657648.000000 to -111675688.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 20 (113554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113554 members 
Entering Unmasked Estep 
Score: -14348339.000000 Penalty: 1891.505493
	Iteration 0F: 2 clusters Score -1.434834e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56822 members 
Mstep: Class 2 contains 56732 members 
Entering Unmasked Estep 
Score: -14288369.000000 Penalty: 3783.010986
	Iteration 0F: 3 clusters Score -1.428837e+07 nChanged 54611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58697 members 
Mstep: Class 2 contains 54857 members 
Entering Unmasked Estep 
Score: -14322099.000000 Penalty: 3783.010986
	Iteration 1F: 3 clusters Score -1.43221e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60109 members 
Mstep: Class 2 contains 53445 members 
Entering Unmasked Estep 
Score: -14324401.000000 Penalty: 3783.010986
	Iteration 2Q: 3 clusters Score -1.43244e+07 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61975 members 
Mstep: Class 2 contains 51579 members 
Entering Unmasked Estep 
Score: -14328186.000000 Penalty: 3783.010986
	Iteration 3F: 3 clusters Score -1.432819e+07 nChanged 7766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63953 members 
Mstep: Class 2 contains 49601 members 
Entering Unmasked Estep 
Score: -14333198.000000 Penalty: 3783.010986
	Iteration 4F: 3 clusters Score -1.43332e+07 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65526 members 
Mstep: Class 2 contains 48028 members 
Entering Unmasked Estep 
Score: -14339027.000000 Penalty: 3783.010986
	Iteration 5F: 3 clusters Score -1.433903e+07 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66228 members 
Mstep: Class 2 contains 47326 members 
Entering Unmasked Estep 
Score: -14343354.000000 Penalty: 3783.010986
	Iteration 6F: 3 clusters Score -1.434335e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66364 members 
Mstep: Class 2 contains 47190 members 
Entering Unmasked Estep 
Score: -14345401.000000 Penalty: 3783.010986
	Iteration 7Q: 3 clusters Score -1.43454e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66216 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -14346053.000000 Penalty: 3783.010986
	Iteration 8Q: 3 clusters Score -1.434605e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65985 members 
Mstep: Class 2 contains 47569 members 
Entering Unmasked Estep 
Score: -14346532.000000 Penalty: 3783.010986
	Iteration 9Q: 3 clusters Score -1.434653e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65787 members 
Mstep: Class 2 contains 47767 members 
Entering Unmasked Estep 
Score: -14346863.000000 Penalty: 3783.010986
	Iteration 10Q: 3 clusters Score -1.434686e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65543 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
Score: -14346977.000000 Penalty: 3783.010986
	Iteration 11Q: 3 clusters Score -1.434698e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65298 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -14347081.000000 Penalty: 3783.010986
	Iteration 12Q: 3 clusters Score -1.434708e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65032 members 
Mstep: Class 2 contains 48522 members 
Entering Unmasked Estep 
Score: -14347279.000000 Penalty: 3783.010986
	Iteration 13Q: 3 clusters Score -1.434728e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64768 members 
Mstep: Class 2 contains 48786 members 
Entering Unmasked Estep 
Score: -14347380.000000 Penalty: 3783.010986
	Iteration 14Q: 3 clusters Score -1.434738e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64534 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -14347533.000000 Penalty: 3783.010986
	Iteration 15Q: 3 clusters Score -1.434753e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64271 members 
Mstep: Class 2 contains 49283 members 
Entering Unmasked Estep 
Score: -14347668.000000 Penalty: 3783.010986
	Iteration 16Q: 3 clusters Score -1.434767e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63989 members 
Mstep: Class 2 contains 49565 members 
Entering Unmasked Estep 
Score: -14347812.000000 Penalty: 3783.010986
	Iteration 17Q: 3 clusters Score -1.434781e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63762 members 
Mstep: Class 2 contains 49792 members 
Entering Unmasked Estep 
Score: -14347971.000000 Penalty: 3783.010986
	Iteration 18Q: 3 clusters Score -1.434797e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63514 members 
Mstep: Class 2 contains 50040 members 
Entering Unmasked Estep 
Score: -14348079.000000 Penalty: 3783.010986
	Iteration 19Q: 3 clusters Score -1.434808e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63310 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -14348189.000000 Penalty: 3783.010986
	Iteration 20F: 3 clusters Score -1.434819e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63056 members 
Mstep: Class 2 contains 50498 members 
Entering Unmasked Estep 
Score: -14348316.000000 Penalty: 3783.010986
	Iteration 21Q: 3 clusters Score -1.434832e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62828 members 
Mstep: Class 2 contains 50726 members 
Entering Unmasked Estep 
Score: -14348377.000000 Penalty: 3783.010986
	Iteration 22Q: 3 clusters Score -1.434838e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62607 members 
Mstep: Class 2 contains 50947 members 
Entering Unmasked Estep 
Score: -14348485.000000 Penalty: 3783.010986
	Iteration 23Q: 3 clusters Score -1.434848e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62369 members 
Mstep: Class 2 contains 51185 members 
Entering Unmasked Estep 
Score: -14348550.000000 Penalty: 3783.010986
	Iteration 24Q: 3 clusters Score -1.434855e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62135 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -14348627.000000 Penalty: 3783.010986
	Iteration 25Q: 3 clusters Score -1.434863e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61875 members 
Mstep: Class 2 contains 51679 members 
Entering Unmasked Estep 
Score: -14348718.000000 Penalty: 3783.010986
	Iteration 26Q: 3 clusters Score -1.434872e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61594 members 
Mstep: Class 2 contains 51960 members 
Entering Unmasked Estep 
Score: -14348781.000000 Penalty: 3783.010986
	Iteration 27Q: 3 clusters Score -1.434878e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61324 members 
Mstep: Class 2 contains 52230 members 
Entering Unmasked Estep 
Score: -14348851.000000 Penalty: 3783.010986
	Iteration 28Q: 3 clusters Score -1.434885e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61012 members 
Mstep: Class 2 contains 52542 members 
Entering Unmasked Estep 
Score: -14348957.000000 Penalty: 3783.010986
	Iteration 29Q: 3 clusters Score -1.434896e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60709 members 
Mstep: Class 2 contains 52845 members 
Entering Unmasked Estep 
Score: -14348997.000000 Penalty: 3783.010986
	Iteration 30Q: 3 clusters Score -1.4349e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60416 members 
Mstep: Class 2 contains 53138 members 
Entering Unmasked Estep 
Score: -14349055.000000 Penalty: 3783.010986
	Iteration 31Q: 3 clusters Score -1.434906e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60109 members 
Mstep: Class 2 contains 53445 members 
Entering Unmasked Estep 
Score: -14349108.000000 Penalty: 3783.010986
	Iteration 32Q: 3 clusters Score -1.434911e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59809 members 
Mstep: Class 2 contains 53745 members 
Entering Unmasked Estep 
Score: -14349179.000000 Penalty: 3783.010986
	Iteration 33Q: 3 clusters Score -1.434918e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59444 members 
Mstep: Class 2 contains 54110 members 
Entering Unmasked Estep 
Score: -14349201.000000 Penalty: 3783.010986
	Iteration 34Q: 3 clusters Score -1.43492e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 54417 members 
Entering Unmasked Estep 
Score: -14349309.000000 Penalty: 3783.010986
	Iteration 35Q: 3 clusters Score -1.434931e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58825 members 
Mstep: Class 2 contains 54729 members 
Entering Unmasked Estep 
Score: -14349352.000000 Penalty: 3783.010986
	Iteration 36Q: 3 clusters Score -1.434935e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58521 members 
Mstep: Class 2 contains 55033 members 
Entering Unmasked Estep 
Score: -14349362.000000 Penalty: 3783.010986
	Iteration 37Q: 3 clusters Score -1.434936e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58214 members 
Mstep: Class 2 contains 55340 members 
Entering Unmasked Estep 
Score: -14349359.000000 Penalty: 3783.010986
	Iteration 38Q: 3 clusters Score -1.434936e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57898 members 
Mstep: Class 2 contains 55656 members 
Entering Unmasked Estep 
Score: -14349376.000000 Penalty: 3783.010986
	Iteration 39Q: 3 clusters Score -1.434938e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57608 members 
Mstep: Class 2 contains 55946 members 
Entering Unmasked Estep 
Score: -14349350.000000 Penalty: 3783.010986
	Iteration 40F: 3 clusters Score -1.434935e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57335 members 
Mstep: Class 2 contains 56219 members 
Entering Unmasked Estep 
Score: -14349392.000000 Penalty: 3783.010986
	Iteration 41Q: 3 clusters Score -1.434939e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57070 members 
Mstep: Class 2 contains 56484 members 
Entering Unmasked Estep 
Score: -14349368.000000 Penalty: 3783.010986
	Iteration 42Q: 3 clusters Score -1.434937e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56844 members 
Mstep: Class 2 contains 56710 members 
Entering Unmasked Estep 
Score: -14349365.000000 Penalty: 3783.010986
	Iteration 43Q: 3 clusters Score -1.434936e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56639 members 
Mstep: Class 2 contains 56915 members 
Entering Unmasked Estep 
Score: -14349374.000000 Penalty: 3783.010986
	Iteration 44Q: 3 clusters Score -1.434937e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56449 members 
Mstep: Class 2 contains 57105 members 
Entering Unmasked Estep 
Score: -14349385.000000 Penalty: 3783.010986
	Iteration 45Q: 3 clusters Score -1.434938e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56228 members 
Mstep: Class 2 contains 57326 members 
Entering Unmasked Estep 
Score: -14349371.000000 Penalty: 3783.010986
	Iteration 46Q: 3 clusters Score -1.434937e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56018 members 
Mstep: Class 2 contains 57536 members 
Entering Unmasked Estep 
Score: -14349374.000000 Penalty: 3783.010986
	Iteration 47Q: 3 clusters Score -1.434937e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55804 members 
Mstep: Class 2 contains 57750 members 
Entering Unmasked Estep 
Score: -14349419.000000 Penalty: 3783.010986
	Iteration 48Q: 3 clusters Score -1.434942e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55591 members 
Mstep: Class 2 contains 57963 members 
Entering Unmasked Estep 
Score: -14349414.000000 Penalty: 3783.010986
	Iteration 49Q: 3 clusters Score -1.434941e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55380 members 
Mstep: Class 2 contains 58174 members 
Entering Unmasked Estep 
Score: -14349436.000000 Penalty: 3783.010986
	Iteration 50Q: 3 clusters Score -1.434944e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55185 members 
Mstep: Class 2 contains 58369 members 
Entering Unmasked Estep 
Score: -14349442.000000 Penalty: 3783.010986
	Iteration 51Q: 3 clusters Score -1.434944e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54965 members 
Mstep: Class 2 contains 58589 members 
Entering Unmasked Estep 
Score: -14349450.000000 Penalty: 3783.010986
	Iteration 52Q: 3 clusters Score -1.434945e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54765 members 
Mstep: Class 2 contains 58789 members 
Entering Unmasked Estep 
Score: -14349482.000000 Penalty: 3783.010986
	Iteration 53Q: 3 clusters Score -1.434948e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54600 members 
Mstep: Class 2 contains 58954 members 
Entering Unmasked Estep 
Score: -14349495.000000 Penalty: 3783.010986
	Iteration 54Q: 3 clusters Score -1.43495e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54427 members 
Mstep: Class 2 contains 59127 members 
Entering Unmasked Estep 
Score: -14349539.000000 Penalty: 3783.010986
	Iteration 55Q: 3 clusters Score -1.434954e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54254 members 
Mstep: Class 2 contains 59300 members 
Entering Unmasked Estep 
Score: -14349537.000000 Penalty: 3783.010986
	Iteration 56Q: 3 clusters Score -1.434954e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54084 members 
Mstep: Class 2 contains 59470 members 
Entering Unmasked Estep 
Score: -14349529.000000 Penalty: 3783.010986
	Iteration 57Q: 3 clusters Score -1.434953e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53926 members 
Mstep: Class 2 contains 59628 members 
Entering Unmasked Estep 
Score: -14349555.000000 Penalty: 3783.010986
	Iteration 58Q: 3 clusters Score -1.434956e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53788 members 
Mstep: Class 2 contains 59766 members 
Entering Unmasked Estep 
Score: -14349527.000000 Penalty: 3783.010986
	Iteration 59Q: 3 clusters Score -1.434953e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53652 members 
Mstep: Class 2 contains 59902 members 
Entering Unmasked Estep 
Score: -14349540.000000 Penalty: 3783.010986
	Iteration 60F: 3 clusters Score -1.434954e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53531 members 
Mstep: Class 2 contains 60023 members 
Entering Unmasked Estep 
Score: -14349541.000000 Penalty: 3783.010986
	Iteration 61Q: 3 clusters Score -1.434954e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53399 members 
Mstep: Class 2 contains 60155 members 
Entering Unmasked Estep 
Score: -14349535.000000 Penalty: 3783.010986
	Iteration 62Q: 3 clusters Score -1.434954e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Mstep: Class 2 contains 60274 members 
Entering Unmasked Estep 
Score: -14349495.000000 Penalty: 3783.010986
	Iteration 63Q: 3 clusters Score -1.43495e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53164 members 
Mstep: Class 2 contains 60390 members 
Entering Unmasked Estep 
Score: -14349525.000000 Penalty: 3783.010986
	Iteration 64Q: 3 clusters Score -1.434952e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53045 members 
Mstep: Class 2 contains 60509 members 
Entering Unmasked Estep 
Score: -14349542.000000 Penalty: 3783.010986
	Iteration 65Q: 3 clusters Score -1.434954e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52934 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -14349539.000000 Penalty: 3783.010986
	Iteration 66Q: 3 clusters Score -1.434954e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52822 members 
Mstep: Class 2 contains 60732 members 
Entering Unmasked Estep 
Score: -14349530.000000 Penalty: 3783.010986
	Iteration 67Q: 3 clusters Score -1.434953e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52708 members 
Mstep: Class 2 contains 60846 members 
Entering Unmasked Estep 
Score: -14349573.000000 Penalty: 3783.010986
	Iteration 68Q: 3 clusters Score -1.434957e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52597 members 
Mstep: Class 2 contains 60957 members 
Entering Unmasked Estep 
Score: -14349560.000000 Penalty: 3783.010986
	Iteration 69Q: 3 clusters Score -1.434956e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52504 members 
Mstep: Class 2 contains 61050 members 
Entering Unmasked Estep 
Score: -14349583.000000 Penalty: 3783.010986
	Iteration 70Q: 3 clusters Score -1.434958e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52408 members 
Mstep: Class 2 contains 61146 members 
Entering Unmasked Estep 
Score: -14349575.000000 Penalty: 3783.010986
	Iteration 71Q: 3 clusters Score -1.434958e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52313 members 
Mstep: Class 2 contains 61241 members 
Entering Unmasked Estep 
Score: -14349599.000000 Penalty: 3783.010986
	Iteration 72Q: 3 clusters Score -1.43496e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52198 members 
Mstep: Class 2 contains 61356 members 
Entering Unmasked Estep 
Score: -14349630.000000 Penalty: 3783.010986
	Iteration 73Q: 3 clusters Score -1.434963e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52095 members 
Mstep: Class 2 contains 61459 members 
Entering Unmasked Estep 
Score: -14349637.000000 Penalty: 3783.010986
	Iteration 74Q: 3 clusters Score -1.434964e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52007 members 
Mstep: Class 2 contains 61547 members 
Entering Unmasked Estep 
Score: -14349671.000000 Penalty: 3783.010986
	Iteration 75Q: 3 clusters Score -1.434967e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 61636 members 
Entering Unmasked Estep 
Score: -14349693.000000 Penalty: 3783.010986
	Iteration 76Q: 3 clusters Score -1.434969e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51856 members 
Mstep: Class 2 contains 61698 members 
Entering Unmasked Estep 
Score: -14349681.000000 Penalty: 3783.010986
	Iteration 77Q: 3 clusters Score -1.434968e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51770 members 
Mstep: Class 2 contains 61784 members 
Entering Unmasked Estep 
Score: -14349671.000000 Penalty: 3783.010986
	Iteration 78Q: 3 clusters Score -1.434967e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51701 members 
Mstep: Class 2 contains 61853 members 
Entering Unmasked Estep 
Score: -14349694.000000 Penalty: 3783.010986
	Iteration 79Q: 3 clusters Score -1.434969e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51628 members 
Mstep: Class 2 contains 61926 members 
Entering Unmasked Estep 
Score: -14349701.000000 Penalty: 3783.010986
	Iteration 80F: 3 clusters Score -1.43497e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51553 members 
Mstep: Class 2 contains 62001 members 
Entering Unmasked Estep 
Score: -14349727.000000 Penalty: 3783.010986
	Iteration 81Q: 3 clusters Score -1.434973e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51490 members 
Mstep: Class 2 contains 62064 members 
Entering Unmasked Estep 
Score: -14349696.000000 Penalty: 3783.010986
	Iteration 82Q: 3 clusters Score -1.43497e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51426 members 
Mstep: Class 2 contains 62128 members 
Entering Unmasked Estep 
Score: -14349705.000000 Penalty: 3783.010986
	Iteration 83Q: 3 clusters Score -1.43497e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51364 members 
Mstep: Class 2 contains 62190 members 
Entering Unmasked Estep 
Score: -14349741.000000 Penalty: 3783.010986
	Iteration 84Q: 3 clusters Score -1.434974e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51292 members 
Mstep: Class 2 contains 62262 members 
Entering Unmasked Estep 
Score: -14349734.000000 Penalty: 3783.010986
	Iteration 85Q: 3 clusters Score -1.434973e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 62342 members 
Entering Unmasked Estep 
Score: -14349748.000000 Penalty: 3783.010986
	Iteration 86Q: 3 clusters Score -1.434975e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51118 members 
Mstep: Class 2 contains 62436 members 
Entering Unmasked Estep 
Score: -14349751.000000 Penalty: 3783.010986
	Iteration 87Q: 3 clusters Score -1.434975e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51033 members 
Mstep: Class 2 contains 62521 members 
Entering Unmasked Estep 
Score: -14349742.000000 Penalty: 3783.010986
	Iteration 88Q: 3 clusters Score -1.434974e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50946 members 
Mstep: Class 2 contains 62608 members 
Entering Unmasked Estep 
Score: -14349763.000000 Penalty: 3783.010986
	Iteration 89Q: 3 clusters Score -1.434976e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50871 members 
Mstep: Class 2 contains 62683 members 
Entering Unmasked Estep 
Score: -14349773.000000 Penalty: 3783.010986
	Iteration 90Q: 3 clusters Score -1.434977e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50807 members 
Mstep: Class 2 contains 62747 members 
Entering Unmasked Estep 
Score: -14349780.000000 Penalty: 3783.010986
	Iteration 91Q: 3 clusters Score -1.434978e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50765 members 
Mstep: Class 2 contains 62789 members 
Entering Unmasked Estep 
Score: -14349769.000000 Penalty: 3783.010986
	Iteration 92Q: 3 clusters Score -1.434977e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50722 members 
Mstep: Class 2 contains 62832 members 
Entering Unmasked Estep 
Score: -14349755.000000 Penalty: 3783.010986
	Iteration 93Q: 3 clusters Score -1.434976e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 62863 members 
Entering Unmasked Estep 
Score: -14349753.000000 Penalty: 3783.010986
	Iteration 94Q: 3 clusters Score -1.434975e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50649 members 
Mstep: Class 2 contains 62905 members 
Entering Unmasked Estep 
Score: -14349751.000000 Penalty: 3783.010986
	Iteration 95Q: 3 clusters Score -1.434975e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50624 members 
Mstep: Class 2 contains 62930 members 
Entering Unmasked Estep 
Score: -14349762.000000 Penalty: 3783.010986
	Iteration 96Q: 3 clusters Score -1.434976e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50601 members 
Mstep: Class 2 contains 62953 members 
Entering Unmasked Estep 
Score: -14349768.000000 Penalty: 3783.010986
	Iteration 97Q: 3 clusters Score -1.434977e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50571 members 
Mstep: Class 2 contains 62983 members 
Entering Unmasked Estep 
Score: -14349772.000000 Penalty: 3783.010986
	Iteration 98Q: 3 clusters Score -1.434977e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 62993 members 
Entering Unmasked Estep 
Score: -14349788.000000 Penalty: 3783.010986
	Iteration 99Q: 3 clusters Score -1.434979e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50568 members 
Mstep: Class 2 contains 62986 members 
Entering Unmasked Estep 
Score: -14349798.000000 Penalty: 3783.010986
	Iteration 100F: 3 clusters Score -1.43498e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50571 members 
Mstep: Class 2 contains 62983 members 
Entering Unmasked Estep 
Score: -14349819.000000 Penalty: 3783.010986
	Iteration 101Q: 3 clusters Score -1.434982e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50572 members 
Mstep: Class 2 contains 62982 members 
Entering Unmasked Estep 
Score: -14349835.000000 Penalty: 3783.010986
	Iteration 102Q: 3 clusters Score -1.434984e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50556 members 
Mstep: Class 2 contains 62998 members 
Entering Unmasked Estep 
Score: -14349829.000000 Penalty: 3783.010986
	Iteration 103Q: 3 clusters Score -1.434983e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50536 members 
Mstep: Class 2 contains 63018 members 
Entering Unmasked Estep 
Score: -14349812.000000 Penalty: 3783.010986
	Iteration 104Q: 3 clusters Score -1.434981e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50530 members 
Mstep: Class 2 contains 63024 members 
Entering Unmasked Estep 
Score: -14349836.000000 Penalty: 3783.010986
	Iteration 105Q: 3 clusters Score -1.434984e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50526 members 
Mstep: Class 2 contains 63028 members 
Entering Unmasked Estep 
Score: -14349838.000000 Penalty: 3783.010986
	Iteration 106Q: 3 clusters Score -1.434984e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50514 members 
Mstep: Class 2 contains 63040 members 
Entering Unmasked Estep 
Score: -14349829.000000 Penalty: 3783.010986
	Iteration 107Q: 3 clusters Score -1.434983e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50501 members 
Mstep: Class 2 contains 63053 members 
Entering Unmasked Estep 
Score: -14349834.000000 Penalty: 3783.010986
	Iteration 108Q: 3 clusters Score -1.434983e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50478 members 
Mstep: Class 2 contains 63076 members 
Entering Unmasked Estep 
Score: -14349851.000000 Penalty: 3783.010986
	Iteration 109Q: 3 clusters Score -1.434985e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50464 members 
Mstep: Class 2 contains 63090 members 
Entering Unmasked Estep 
Score: -14349837.000000 Penalty: 3783.010986
	Iteration 110Q: 3 clusters Score -1.434984e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50439 members 
Mstep: Class 2 contains 63115 members 
Entering Unmasked Estep 
Score: -14349860.000000 Penalty: 3783.010986
	Iteration 111Q: 3 clusters Score -1.434986e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50407 members 
Mstep: Class 2 contains 63147 members 
Entering Unmasked Estep 
Score: -14349840.000000 Penalty: 3783.010986
	Iteration 112Q: 3 clusters Score -1.434984e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50396 members 
Mstep: Class 2 contains 63158 members 
Entering Unmasked Estep 
Score: -14349849.000000 Penalty: 3783.010986
	Iteration 113Q: 3 clusters Score -1.434985e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50392 members 
Mstep: Class 2 contains 63162 members 
Entering Unmasked Estep 
Score: -14349859.000000 Penalty: 3783.010986
	Iteration 114Q: 3 clusters Score -1.434986e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50386 members 
Mstep: Class 2 contains 63168 members 
Entering Unmasked Estep 
Score: -14349852.000000 Penalty: 3783.010986
	Iteration 115Q: 3 clusters Score -1.434985e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50358 members 
Mstep: Class 2 contains 63196 members 
Entering Unmasked Estep 
Score: -14349858.000000 Penalty: 3783.010986
	Iteration 116Q: 3 clusters Score -1.434986e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50352 members 
Mstep: Class 2 contains 63202 members 
Entering Unmasked Estep 
Score: -14349861.000000 Penalty: 3783.010986
	Iteration 117Q: 3 clusters Score -1.434986e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50338 members 
Mstep: Class 2 contains 63216 members 
Entering Unmasked Estep 
Score: -14349880.000000 Penalty: 3783.010986
	Iteration 118Q: 3 clusters Score -1.434988e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50328 members 
Mstep: Class 2 contains 63226 members 
Entering Unmasked Estep 
Score: -14349862.000000 Penalty: 3783.010986
	Iteration 119Q: 3 clusters Score -1.434986e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50320 members 
Mstep: Class 2 contains 63234 members 
Entering Unmasked Estep 
Score: -14349856.000000 Penalty: 3783.010986
	Iteration 120F: 3 clusters Score -1.434986e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50316 members 
Mstep: Class 2 contains 63238 members 
Entering Unmasked Estep 
Score: -14349877.000000 Penalty: 3783.010986
	Iteration 121Q: 3 clusters Score -1.434988e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50322 members 
Mstep: Class 2 contains 63232 members 
Entering Unmasked Estep 
Score: -14349860.000000 Penalty: 3783.010986
	Iteration 122Q: 3 clusters Score -1.434986e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50322 members 
Mstep: Class 2 contains 63232 members 
Entering Unmasked Estep 
Score: -14349865.000000 Penalty: 3783.010986
	Iteration 123Q: 3 clusters Score -1.434986e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50323 members 
Mstep: Class 2 contains 63231 members 
Entering Unmasked Estep 
Score: -14349864.000000 Penalty: 3783.010986
	Iteration 124Q: 3 clusters Score -1.434986e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 63233 members 
Entering Unmasked Estep 
Score: -14349874.000000 Penalty: 3783.010986
	Iteration 125Q: 3 clusters Score -1.434987e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50316 members 
Mstep: Class 2 contains 63238 members 
Entering Unmasked Estep 
Score: -14349880.000000 Penalty: 3783.010986
	Iteration 126Q: 3 clusters Score -1.434988e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50307 members 
Mstep: Class 2 contains 63247 members 
Entering Unmasked Estep 
Score: -14349876.000000 Penalty: 3783.010986
	Iteration 127Q: 3 clusters Score -1.434988e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 63250 members 
Entering Unmasked Estep 
Score: -14349888.000000 Penalty: 3783.010986
	Iteration 128Q: 3 clusters Score -1.434989e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50302 members 
Mstep: Class 2 contains 63252 members 
Entering Unmasked Estep 
Score: -14349896.000000 Penalty: 3783.010986
	Iteration 129Q: 3 clusters Score -1.43499e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50289 members 
Mstep: Class 2 contains 63265 members 
Entering Unmasked Estep 
Score: -14349885.000000 Penalty: 3783.010986
	Iteration 130Q: 3 clusters Score -1.434988e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 63280 members 
Entering Unmasked Estep 
Score: -14349882.000000 Penalty: 3783.010986
	Iteration 131Q: 3 clusters Score -1.434988e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50257 members 
Mstep: Class 2 contains 63297 members 
Entering Unmasked Estep 
Score: -14349859.000000 Penalty: 3783.010986
	Iteration 132Q: 3 clusters Score -1.434986e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 63300 members 
Entering Unmasked Estep 
Score: -14349860.000000 Penalty: 3783.010986
	Iteration 133Q: 3 clusters Score -1.434986e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50247 members 
Mstep: Class 2 contains 63307 members 
Entering Unmasked Estep 
Score: -14349859.000000 Penalty: 3783.010986
	Iteration 134Q: 3 clusters Score -1.434986e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50229 members 
Mstep: Class 2 contains 63325 members 
Entering Unmasked Estep 
Score: -14349852.000000 Penalty: 3783.010986
	Iteration 135Q: 3 clusters Score -1.434985e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50209 members 
Mstep: Class 2 contains 63345 members 
Entering Unmasked Estep 
Score: -14349857.000000 Penalty: 3783.010986
	Iteration 136Q: 3 clusters Score -1.434986e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50196 members 
Mstep: Class 2 contains 63358 members 
Entering Unmasked Estep 
Score: -14349851.000000 Penalty: 3783.010986
	Iteration 137Q: 3 clusters Score -1.434985e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50183 members 
Mstep: Class 2 contains 63371 members 
Entering Unmasked Estep 
Score: -14349848.000000 Penalty: 3783.010986
	Iteration 138Q: 3 clusters Score -1.434985e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50162 members 
Mstep: Class 2 contains 63392 members 
Entering Unmasked Estep 
Score: -14349820.000000 Penalty: 3783.010986
	Iteration 139Q: 3 clusters Score -1.434982e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50140 members 
Mstep: Class 2 contains 63414 members 
Entering Unmasked Estep 
Score: -14349825.000000 Penalty: 3783.010986
	Iteration 140F: 3 clusters Score -1.434982e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 63430 members 
Entering Unmasked Estep 
Score: -14349838.000000 Penalty: 3783.010986
	Iteration 141Q: 3 clusters Score -1.434984e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 63449 members 
Entering Unmasked Estep 
Score: -14349840.000000 Penalty: 3783.010986
	Iteration 142Q: 3 clusters Score -1.434984e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 63469 members 
Entering Unmasked Estep 
Score: -14349860.000000 Penalty: 3783.010986
	Iteration 143Q: 3 clusters Score -1.434986e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50067 members 
Mstep: Class 2 contains 63487 members 
Entering Unmasked Estep 
Score: -14349867.000000 Penalty: 3783.010986
	Iteration 144Q: 3 clusters Score -1.434987e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50052 members 
Mstep: Class 2 contains 63502 members 
Entering Unmasked Estep 
Score: -14349860.000000 Penalty: 3783.010986
	Iteration 145Q: 3 clusters Score -1.434986e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50041 members 
Mstep: Class 2 contains 63513 members 
Entering Unmasked Estep 
Score: -14349866.000000 Penalty: 3783.010986
	Iteration 146Q: 3 clusters Score -1.434987e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50030 members 
Mstep: Class 2 contains 63524 members 
Entering Unmasked Estep 
Score: -14349879.000000 Penalty: 3783.010986
	Iteration 147Q: 3 clusters Score -1.434988e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50022 members 
Mstep: Class 2 contains 63532 members 
Entering Unmasked Estep 
Score: -14349884.000000 Penalty: 3783.010986
	Iteration 148Q: 3 clusters Score -1.434988e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50008 members 
Mstep: Class 2 contains 63546 members 
Entering Unmasked Estep 
Score: -14349875.000000 Penalty: 3783.010986
	Iteration 149Q: 3 clusters Score -1.434988e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49999 members 
Mstep: Class 2 contains 63555 members 
Entering Unmasked Estep 
Score: -14349887.000000 Penalty: 3783.010986
	Iteration 150Q: 3 clusters Score -1.434989e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 63559 members 
Entering Unmasked Estep 
Score: -14349901.000000 Penalty: 3783.010986
	Iteration 151Q: 3 clusters Score -1.43499e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49981 members 
Mstep: Class 2 contains 63573 members 
Entering Unmasked Estep 
Score: -14349901.000000 Penalty: 3783.010986
	Iteration 152Q: 3 clusters Score -1.43499e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 63584 members 
Entering Unmasked Estep 
Score: -14349897.000000 Penalty: 3783.010986
	Iteration 153Q: 3 clusters Score -1.43499e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 63588 members 
Entering Unmasked Estep 
Score: -14349897.000000 Penalty: 3783.010986
	Iteration 154Q: 3 clusters Score -1.43499e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49953 members 
Mstep: Class 2 contains 63601 members 
Entering Unmasked Estep 
Score: -14349887.000000 Penalty: 3783.010986
	Iteration 155Q: 3 clusters Score -1.434989e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49939 members 
Mstep: Class 2 contains 63615 members 
Entering Unmasked Estep 
Score: -14349891.000000 Penalty: 3783.010986
	Iteration 156Q: 3 clusters Score -1.434989e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49926 members 
Mstep: Class 2 contains 63628 members 
Entering Unmasked Estep 
Score: -14349903.000000 Penalty: 3783.010986
	Iteration 157Q: 3 clusters Score -1.43499e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 63647 members 
Entering Unmasked Estep 
Score: -14349921.000000 Penalty: 3783.010986
	Iteration 158Q: 3 clusters Score -1.434992e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49882 members 
Mstep: Class 2 contains 63672 members 
Entering Unmasked Estep 
Score: -14349924.000000 Penalty: 3783.010986
	Iteration 159Q: 3 clusters Score -1.434992e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 63695 members 
Entering Unmasked Estep 
Score: -14349909.000000 Penalty: 3783.010986
	Iteration 160F: 3 clusters Score -1.434991e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 63724 members 
Entering Unmasked Estep 
Score: -14349915.000000 Penalty: 3783.010986
	Iteration 161Q: 3 clusters Score -1.434992e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49812 members 
Mstep: Class 2 contains 63742 members 
Entering Unmasked Estep 
Score: -14349914.000000 Penalty: 3783.010986
	Iteration 162Q: 3 clusters Score -1.434991e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49797 members 
Mstep: Class 2 contains 63757 members 
Entering Unmasked Estep 
Score: -14349886.000000 Penalty: 3783.010986
	Iteration 163Q: 3 clusters Score -1.434989e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 63770 members 
Entering Unmasked Estep 
Score: -14349904.000000 Penalty: 3783.010986
	Iteration 164Q: 3 clusters Score -1.43499e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 63778 members 
Entering Unmasked Estep 
Score: -14349899.000000 Penalty: 3783.010986
	Iteration 165Q: 3 clusters Score -1.43499e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49770 members 
Mstep: Class 2 contains 63784 members 
Entering Unmasked Estep 
Score: -14349910.000000 Penalty: 3783.010986
	Iteration 166Q: 3 clusters Score -1.434991e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49757 members 
Mstep: Class 2 contains 63797 members 
Entering Unmasked Estep 
Score: -14349911.000000 Penalty: 3783.010986
	Iteration 167Q: 3 clusters Score -1.434991e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49736 members 
Mstep: Class 2 contains 63818 members 
Entering Unmasked Estep 
Score: -14349910.000000 Penalty: 3783.010986
	Iteration 168Q: 3 clusters Score -1.434991e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49715 members 
Mstep: Class 2 contains 63839 members 
Entering Unmasked Estep 
Score: -14349929.000000 Penalty: 3783.010986
	Iteration 169Q: 3 clusters Score -1.434993e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49695 members 
Mstep: Class 2 contains 63859 members 
Entering Unmasked Estep 
Score: -14349930.000000 Penalty: 3783.010986
	Iteration 170Q: 3 clusters Score -1.434993e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49668 members 
Mstep: Class 2 contains 63886 members 
Entering Unmasked Estep 
Score: -14349939.000000 Penalty: 3783.010986
	Iteration 171Q: 3 clusters Score -1.434994e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49655 members 
Mstep: Class 2 contains 63899 members 
Entering Unmasked Estep 
Score: -14349936.000000 Penalty: 3783.010986
	Iteration 172Q: 3 clusters Score -1.434994e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 63915 members 
Entering Unmasked Estep 
Score: -14349950.000000 Penalty: 3783.010986
	Iteration 173Q: 3 clusters Score -1.434995e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49622 members 
Mstep: Class 2 contains 63932 members 
Entering Unmasked Estep 
Score: -14349948.000000 Penalty: 3783.010986
	Iteration 174Q: 3 clusters Score -1.434995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49614 members 
Mstep: Class 2 contains 63940 members 
Entering Unmasked Estep 
Score: -14349959.000000 Penalty: 3783.010986
	Iteration 175Q: 3 clusters Score -1.434996e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 63952 members 
Entering Unmasked Estep 
Score: -14349955.000000 Penalty: 3783.010986
	Iteration 176Q: 3 clusters Score -1.434996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 63965 members 
Entering Unmasked Estep 
Score: -14349942.000000 Penalty: 3783.010986
	Iteration 177Q: 3 clusters Score -1.434994e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49578 members 
Mstep: Class 2 contains 63976 members 
Entering Unmasked Estep 
Score: -14349953.000000 Penalty: 3783.010986
	Iteration 178Q: 3 clusters Score -1.434995e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49569 members 
Mstep: Class 2 contains 63985 members 
Entering Unmasked Estep 
Score: -14349941.000000 Penalty: 3783.010986
	Iteration 179Q: 3 clusters Score -1.434994e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49556 members 
Mstep: Class 2 contains 63998 members 
Entering Unmasked Estep 
Score: -14349953.000000 Penalty: 3783.010986
	Iteration 180F: 3 clusters Score -1.434995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49550 members 
Mstep: Class 2 contains 64004 members 
Entering Unmasked Estep 
Score: -14349956.000000 Penalty: 3783.010986
	Iteration 181Q: 3 clusters Score -1.434996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49550 members 
Mstep: Class 2 contains 64004 members 
Entering Unmasked Estep 
Score: -14349958.000000 Penalty: 3783.010986
	Iteration 182Q: 3 clusters Score -1.434996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 64001 members 
Entering Unmasked Estep 
Score: -14349958.000000 Penalty: 3783.010986
	Iteration 183Q: 3 clusters Score -1.434996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49549 members 
Mstep: Class 2 contains 64005 members 
Entering Unmasked Estep 
Score: -14349949.000000 Penalty: 3783.010986
	Iteration 184Q: 3 clusters Score -1.434995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49552 members 
Mstep: Class 2 contains 64002 members 
Entering Unmasked Estep 
Score: -14349948.000000 Penalty: 3783.010986
	Iteration 185Q: 3 clusters Score -1.434995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 64006 members 
Entering Unmasked Estep 
Score: -14349955.000000 Penalty: 3783.010986
	Iteration 186Q: 3 clusters Score -1.434996e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49549 members 
Mstep: Class 2 contains 64005 members 
Entering Unmasked Estep 
Score: -14349957.000000 Penalty: 3783.010986
	Iteration 187Q: 3 clusters Score -1.434996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49546 members 
Mstep: Class 2 contains 64008 members 
Entering Unmasked Estep 
Score: -14349946.000000 Penalty: 3783.010986
	Iteration 188Q: 3 clusters Score -1.434995e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49550 members 
Mstep: Class 2 contains 64004 members 
Entering Unmasked Estep 
Score: -14349936.000000 Penalty: 3783.010986
	Iteration 189Q: 3 clusters Score -1.434994e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49551 members 
Mstep: Class 2 contains 64003 members 
Entering Unmasked Estep 
Score: -14349943.000000 Penalty: 3783.010986
	Iteration 190Q: 3 clusters Score -1.434994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49547 members 
Mstep: Class 2 contains 64007 members 
Entering Unmasked Estep 
Score: -14349939.000000 Penalty: 3783.010986
	Iteration 191Q: 3 clusters Score -1.434994e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49539 members 
Mstep: Class 2 contains 64015 members 
Entering Unmasked Estep 
Score: -14349953.000000 Penalty: 3783.010986
	Iteration 192Q: 3 clusters Score -1.434995e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 64017 members 
Entering Unmasked Estep 
Score: -14349960.000000 Penalty: 3783.010986
	Iteration 193Q: 3 clusters Score -1.434996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49536 members 
Mstep: Class 2 contains 64018 members 
Entering Unmasked Estep 
Score: -14349968.000000 Penalty: 3783.010986
	Iteration 194Q: 3 clusters Score -1.434997e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49535 members 
Mstep: Class 2 contains 64019 members 
Entering Unmasked Estep 
Score: -14349981.000000 Penalty: 3783.010986
	Iteration 195Q: 3 clusters Score -1.434998e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 64017 members 
Entering Unmasked Estep 
Score: -14349970.000000 Penalty: 3783.010986
	Iteration 196Q: 3 clusters Score -1.434997e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 64017 members 
Entering Unmasked Estep 
Score: -14349967.000000 Penalty: 3783.010986
	Iteration 197Q: 3 clusters Score -1.434997e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49541 members 
Mstep: Class 2 contains 64013 members 
Entering Unmasked Estep 
Score: -14349959.000000 Penalty: 3783.010986
	Iteration 198Q: 3 clusters Score -1.434996e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49534 members 
Mstep: Class 2 contains 64020 members 
Entering Unmasked Estep 
Score: -14349966.000000 Penalty: 3783.010986
	Iteration 199Q: 3 clusters Score -1.434997e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49529 members 
Mstep: Class 2 contains 64025 members 
Entering Unmasked Estep 
Score: -14349981.000000 Penalty: 3783.010986
	Iteration 200F: 3 clusters Score -1.434998e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49524 members 
Mstep: Class 2 contains 64030 members 
Entering Unmasked Estep 
Score: -14349974.000000 Penalty: 3783.010986
	Iteration 201Q: 3 clusters Score -1.434997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49517 members 
Mstep: Class 2 contains 64037 members 
Entering Unmasked Estep 
Score: -14349986.000000 Penalty: 3783.010986
	Iteration 202Q: 3 clusters Score -1.434999e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 64046 members 
Entering Unmasked Estep 
Score: -14349976.000000 Penalty: 3783.010986
	Iteration 203Q: 3 clusters Score -1.434998e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49503 members 
Mstep: Class 2 contains 64051 members 
Entering Unmasked Estep 
Score: -14349981.000000 Penalty: 3783.010986
	Iteration 204Q: 3 clusters Score -1.434998e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49494 members 
Mstep: Class 2 contains 64060 members 
Entering Unmasked Estep 
Score: -14349967.000000 Penalty: 3783.010986
	Iteration 205Q: 3 clusters Score -1.434997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49491 members 
Mstep: Class 2 contains 64063 members 
Entering Unmasked Estep 
Score: -14349976.000000 Penalty: 3783.010986
	Iteration 206Q: 3 clusters Score -1.434998e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 64074 members 
Entering Unmasked Estep 
Score: -14349976.000000 Penalty: 3783.010986
	Iteration 207Q: 3 clusters Score -1.434998e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 64088 members 
Entering Unmasked Estep 
Score: -14349973.000000 Penalty: 3783.010986
	Iteration 208Q: 3 clusters Score -1.434997e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49457 members 
Mstep: Class 2 contains 64097 members 
Entering Unmasked Estep 
Score: -14349982.000000 Penalty: 3783.010986
	Iteration 209Q: 3 clusters Score -1.434998e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49448 members 
Mstep: Class 2 contains 64106 members 
Entering Unmasked Estep 
Score: -14349971.000000 Penalty: 3783.010986
	Iteration 210Q: 3 clusters Score -1.434997e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49441 members 
Mstep: Class 2 contains 64113 members 
Entering Unmasked Estep 
Score: -14349974.000000 Penalty: 3783.010986
	Iteration 211Q: 3 clusters Score -1.434997e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 64117 members 
Entering Unmasked Estep 
Score: -14349977.000000 Penalty: 3783.010986
	Iteration 212Q: 3 clusters Score -1.434998e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 64118 members 
Entering Unmasked Estep 
Score: -14349983.000000 Penalty: 3783.010986
	Iteration 213Q: 3 clusters Score -1.434998e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 64121 members 
Entering Unmasked Estep 
Score: -14349981.000000 Penalty: 3783.010986
	Iteration 214Q: 3 clusters Score -1.434998e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 64124 members 
Entering Unmasked Estep 
Score: -14349976.000000 Penalty: 3783.010986
	Iteration 215Q: 3 clusters Score -1.434998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 64124 members 
Entering Unmasked Estep 
Score: -14349972.000000 Penalty: 3783.010986
	Iteration 216Q: 3 clusters Score -1.434997e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 64128 members 
Entering Unmasked Estep 
Score: -14349973.000000 Penalty: 3783.010986
	Iteration 217Q: 3 clusters Score -1.434997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 64128 members 
Entering Unmasked Estep 
Score: -14349980.000000 Penalty: 3783.010986
	Iteration 218Q: 3 clusters Score -1.434998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49425 members 
Mstep: Class 2 contains 64129 members 
Entering Unmasked Estep 
Score: -14349982.000000 Penalty: 3783.010986
	Iteration 219Q: 3 clusters Score -1.434998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 64131 members 
Entering Unmasked Estep 
Score: -14349987.000000 Penalty: 3783.010986
	Iteration 220F: 3 clusters Score -1.434999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 64131 members 
Entering Unmasked Estep 
Score: -14349989.000000 Penalty: 3783.010986
	Iteration 221Q: 3 clusters Score -1.434999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 64131 members 
Entering Unmasked Estep 
Score: -14349989.000000 Penalty: 3783.010986
	Iteration 222Q: 3 clusters Score -1.434999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 64128 members 
Entering Unmasked Estep 
Score: -14349989.000000 Penalty: 3783.010986
	Iteration 223Q: 3 clusters Score -1.434999e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49424 members 
Mstep: Class 2 contains 64130 members 
Entering Unmasked Estep 
Score: -14349990.000000 Penalty: 3783.010986
	Iteration 224Q: 3 clusters Score -1.434999e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49424 members 
Mstep: Class 2 contains 64130 members 
Entering Unmasked Estep 
Score: -14349979.000000 Penalty: 3783.010986
	Iteration 225Q: 3 clusters Score -1.434998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 64131 members 
Entering Unmasked Estep 
Score: -14349985.000000 Penalty: 3783.010986
	Iteration 226Q: 3 clusters Score -1.434998e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49418 members 
Mstep: Class 2 contains 64136 members 
Entering Unmasked Estep 
Score: -14349986.000000 Penalty: 3783.010986
	Iteration 227Q: 3 clusters Score -1.434999e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 64138 members 
Entering Unmasked Estep 
Score: -14349996.000000 Penalty: 3783.010986
	Iteration 228Q: 3 clusters Score -1.435e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 64138 members 
Entering Unmasked Estep 
Score: -14349999.000000 Penalty: 3783.010986
	Iteration 229Q: 3 clusters Score -1.435e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 64145 members 
Entering Unmasked Estep 
Score: -14350011.000000 Penalty: 3783.010986
	Iteration 230Q: 3 clusters Score -1.435001e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49385 members 
Mstep: Class 2 contains 64169 members 
Entering Unmasked Estep 
Score: -14350016.000000 Penalty: 3783.010986
	Iteration 231Q: 3 clusters Score -1.435002e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49374 members 
Mstep: Class 2 contains 64180 members 
Entering Unmasked Estep 
Score: -14349999.000000 Penalty: 3783.010986
	Iteration 232Q: 3 clusters Score -1.435e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 64178 members 
Entering Unmasked Estep 
Score: -14350020.000000 Penalty: 3783.010986
	Iteration 233Q: 3 clusters Score -1.435002e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49368 members 
Mstep: Class 2 contains 64186 members 
Entering Unmasked Estep 
Score: -14350020.000000 Penalty: 3783.010986
	Iteration 234Q: 3 clusters Score -1.435002e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 64188 members 
Entering Unmasked Estep 
Score: -14350017.000000 Penalty: 3783.010986
	Iteration 235Q: 3 clusters Score -1.435002e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 64192 members 
Entering Unmasked Estep 
Score: -14349993.000000 Penalty: 3783.010986
	Iteration 236Q: 3 clusters Score -1.434999e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49356 members 
Mstep: Class 2 contains 64198 members 
Entering Unmasked Estep 
Score: -14350004.000000 Penalty: 3783.010986
	Iteration 237Q: 3 clusters Score -1.435e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 64204 members 
Entering Unmasked Estep 
Score: -14350008.000000 Penalty: 3783.010986
	Iteration 238Q: 3 clusters Score -1.435001e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49342 members 
Mstep: Class 2 contains 64212 members 
Entering Unmasked Estep 
Score: -14350014.000000 Penalty: 3783.010986
	Iteration 239Q: 3 clusters Score -1.435001e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49344 members 
Mstep: Class 2 contains 64210 members 
Entering Unmasked Estep 
Score: -14350018.000000 Penalty: 3783.010986
	Iteration 240F: 3 clusters Score -1.435002e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49342 members 
Mstep: Class 2 contains 64212 members 
Entering Unmasked Estep 
Score: -14350021.000000 Penalty: 3783.010986
	Iteration 241Q: 3 clusters Score -1.435002e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 64215 members 
Entering Unmasked Estep 
Score: -14350023.000000 Penalty: 3783.010986
	Iteration 242Q: 3 clusters Score -1.435002e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 64215 members 
Entering Unmasked Estep 
Score: -14350023.000000 Penalty: 3783.010986
	Iteration 243Q: 3 clusters Score -1.435002e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 64213 members 
Entering Unmasked Estep 
Score: -14350043.000000 Penalty: 3783.010986
	Iteration 244Q: 3 clusters Score -1.435004e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49343 members 
Mstep: Class 2 contains 64211 members 
Entering Unmasked Estep 
Score: -14350039.000000 Penalty: 3783.010986
	Iteration 245Q: 3 clusters Score -1.435004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49343 members 
Mstep: Class 2 contains 64211 members 
Entering Unmasked Estep 
Score: -14350051.000000 Penalty: 3783.010986
	Iteration 246Q: 3 clusters Score -1.435005e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49342 members 
Mstep: Class 2 contains 64212 members 
Entering Unmasked Estep 
Score: -14350047.000000 Penalty: 3783.010986
	Iteration 247Q: 3 clusters Score -1.435005e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 64215 members 
Entering Unmasked Estep 
Score: -14350050.000000 Penalty: 3783.010986
	Iteration 248Q: 3 clusters Score -1.435005e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 64218 members 
Entering Unmasked Estep 
Score: -14350045.000000 Penalty: 3783.010986
	Iteration 249Q: 3 clusters Score -1.435004e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 64217 members 
Entering Unmasked Estep 
Score: -14350033.000000 Penalty: 3783.010986
	Iteration 250Q: 3 clusters Score -1.435003e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 64216 members 
Entering Unmasked Estep 
Score: -14350020.000000 Penalty: 3783.010986
	Iteration 251Q: 3 clusters Score -1.435002e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49342 members 
Mstep: Class 2 contains 64212 members 
Entering Unmasked Estep 
Score: -14350017.000000 Penalty: 3783.010986
	Iteration 252Q: 3 clusters Score -1.435002e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 64213 members 
Entering Unmasked Estep 
Score: -14350007.000000 Penalty: 3783.010986
	Iteration 253Q: 3 clusters Score -1.435001e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49333 members 
Mstep: Class 2 contains 64221 members 
Entering Unmasked Estep 
Score: -14350006.000000 Penalty: 3783.010986
	Iteration 254Q: 3 clusters Score -1.435001e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49326 members 
Mstep: Class 2 contains 64228 members 
Entering Unmasked Estep 
Score: -14350015.000000 Penalty: 3783.010986
	Iteration 255Q: 3 clusters Score -1.435002e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49315 members 
Mstep: Class 2 contains 64239 members 
Entering Unmasked Estep 
Score: -14350024.000000 Penalty: 3783.010986
	Iteration 256Q: 3 clusters Score -1.435002e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49303 members 
Mstep: Class 2 contains 64251 members 
Entering Unmasked Estep 
Score: -14350009.000000 Penalty: 3783.010986
	Iteration 257Q: 3 clusters Score -1.435001e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49306 members 
Mstep: Class 2 contains 64248 members 
Entering Unmasked Estep 
Score: -14350009.000000 Penalty: 3783.010986
	Iteration 258Q: 3 clusters Score -1.435001e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49289 members 
Mstep: Class 2 contains 64265 members 
Entering Unmasked Estep 
Score: -14350022.000000 Penalty: 3783.010986
	Iteration 259Q: 3 clusters Score -1.435002e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 64276 members 
Entering Unmasked Estep 
Score: -14350039.000000 Penalty: 3783.010986
	Iteration 260F: 3 clusters Score -1.435004e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 64276 members 
Entering Unmasked Estep 
Score: -14350026.000000 Penalty: 3783.010986
	Iteration 261Q: 3 clusters Score -1.435003e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49280 members 
Mstep: Class 2 contains 64274 members 
Entering Unmasked Estep 
Score: -14350045.000000 Penalty: 3783.010986
	Iteration 262Q: 3 clusters Score -1.435004e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49280 members 
Mstep: Class 2 contains 64274 members 
Entering Unmasked Estep 
Score: -14350046.000000 Penalty: 3783.010986
	Iteration 263Q: 3 clusters Score -1.435005e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49273 members 
Mstep: Class 2 contains 64281 members 
Entering Unmasked Estep 
Score: -14350037.000000 Penalty: 3783.010986
	Iteration 264Q: 3 clusters Score -1.435004e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49263 members 
Mstep: Class 2 contains 64291 members 
Entering Unmasked Estep 
Score: -14350046.000000 Penalty: 3783.010986
	Iteration 265Q: 3 clusters Score -1.435005e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49260 members 
Mstep: Class 2 contains 64294 members 
Entering Unmasked Estep 
Score: -14350053.000000 Penalty: 3783.010986
	Iteration 266Q: 3 clusters Score -1.435005e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49257 members 
Mstep: Class 2 contains 64297 members 
Entering Unmasked Estep 
Score: -14350042.000000 Penalty: 3783.010986
	Iteration 267Q: 3 clusters Score -1.435004e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49258 members 
Mstep: Class 2 contains 64296 members 
Entering Unmasked Estep 
Score: -14350058.000000 Penalty: 3783.010986
	Iteration 268Q: 3 clusters Score -1.435006e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 64295 members 
Entering Unmasked Estep 
Score: -14350053.000000 Penalty: 3783.010986
	Iteration 269Q: 3 clusters Score -1.435005e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49265 members 
Mstep: Class 2 contains 64289 members 
Entering Unmasked Estep 
Score: -14350048.000000 Penalty: 3783.010986
	Iteration 270Q: 3 clusters Score -1.435005e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49269 members 
Mstep: Class 2 contains 64285 members 
Entering Unmasked Estep 
Score: -14350047.000000 Penalty: 3783.010986
	Iteration 271Q: 3 clusters Score -1.435005e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49263 members 
Mstep: Class 2 contains 64291 members 
Entering Unmasked Estep 
Score: -14350051.000000 Penalty: 3783.010986
	Iteration 272Q: 3 clusters Score -1.435005e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49266 members 
Mstep: Class 2 contains 64288 members 
Entering Unmasked Estep 
Score: -14350041.000000 Penalty: 3783.010986
	Iteration 273Q: 3 clusters Score -1.435004e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49272 members 
Mstep: Class 2 contains 64282 members 
Entering Unmasked Estep 
Score: -14350045.000000 Penalty: 3783.010986
	Iteration 274Q: 3 clusters Score -1.435004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49270 members 
Mstep: Class 2 contains 64284 members 
Entering Unmasked Estep 
Score: -14350042.000000 Penalty: 3783.010986
	Iteration 275Q: 3 clusters Score -1.435004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 64287 members 
Entering Unmasked Estep 
Score: -14350037.000000 Penalty: 3783.010986
	Iteration 276Q: 3 clusters Score -1.435004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49264 members 
Mstep: Class 2 contains 64290 members 
Entering Unmasked Estep 
Score: -14350043.000000 Penalty: 3783.010986
	Iteration 277Q: 3 clusters Score -1.435004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 64292 members 
Entering Unmasked Estep 
Score: -14350038.000000 Penalty: 3783.010986
	Iteration 278Q: 3 clusters Score -1.435004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 64295 members 
Entering Unmasked Estep 
Score: -14350038.000000 Penalty: 3783.010986
	Iteration 279Q: 3 clusters Score -1.435004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49256 members 
Mstep: Class 2 contains 64298 members 
Entering Unmasked Estep 
Score: -14350040.000000 Penalty: 3783.010986
	Iteration 280F: 3 clusters Score -1.435004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49254 members 
Mstep: Class 2 contains 64300 members 
Entering Unmasked Estep 
Score: -14350030.000000 Penalty: 3783.010986
	Iteration 281Q: 3 clusters Score -1.435003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49253 members 
Mstep: Class 2 contains 64301 members 
Entering Unmasked Estep 
Score: -14350032.000000 Penalty: 3783.010986
	Iteration 282Q: 3 clusters Score -1.435003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49253 members 
Mstep: Class 2 contains 64301 members 
Entering Unmasked Estep 
Score: -14350032.000000 Penalty: 3783.010986
	Iteration 283F: 3 clusters Score -1.435003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1016 members 
Mstep: Class 3 contains 4297 members 
Mstep: Class 4 contains 2530 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 10163 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 8875 members 
Mstep: Class 9 contains 2647 members 
Mstep: Class 10 contains 1740 members 
Mstep: Class 11 contains 13242 members 
Mstep: Class 12 contains 605 members 
Mstep: Class 13 contains 65661 members 
Mstep: Class 14 contains 72871 members 
Mstep: Class 15 contains 17357 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 55020 members 
Mstep: Class 18 contains 6453 members 
Mstep: Class 19 contains 7842 members 
Mstep: Class 20 contains 49253 members 
Mstep: Class 21 contains 11046 members 
Mstep: Class 22 contains 833 members 
Mstep: Class 23 contains 110225 members 
Mstep: Class 24 contains 113804 members 
Mstep: Class 25 contains 103669 members 
Mstep: Class 26 contains 658 members 
Mstep: Class 27 contains 447 members 
Mstep: Class 28 contains 93501 members 
Mstep: Class 29 contains 4286 members 
Mstep: Class 30 contains 74663 members 
Mstep: Class 31 contains 64301 members 
Entering Unmasked Estep 
Score: -111676600.000000 Penalty: 69167.054688
Splitting cluster 20 changes total score from -111657648.000000 to -111676600.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 21 (11046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Entering Unmasked Estep 
Score: -1362661.250000 Penalty: 1512.846436
	Iteration 0F: 2 clusters Score -1362661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1354938.125000 Penalty: 3025.692871
	Iteration 0F: 3 clusters Score -1354938 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1357772.875000 Penalty: 3025.692871
	Iteration 1F: 3 clusters Score -1357773 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1358544.375000 Penalty: 3025.692871
	Iteration 2F: 3 clusters Score -1358544 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1359187.625000 Penalty: 3025.692871
	Iteration 3F: 3 clusters Score -1359188 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1359699.500000 Penalty: 3025.692871
	Iteration 4F: 3 clusters Score -1359700 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1360113.750000 Penalty: 3025.692871
	Iteration 5F: 3 clusters Score -1360114 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1360489.875000 Penalty: 3025.692871
	Iteration 6F: 3 clusters Score -1360490 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1360844.375000 Penalty: 3025.692871
	Iteration 7F: 3 clusters Score -1360844 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1361252.625000 Penalty: 3025.692871
	Iteration 8Q: 3 clusters Score -1361253 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1361795.875000 Penalty: 3025.692871
	Iteration 9F: 3 clusters Score -1361796 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1362529.250000 Penalty: 3025.692871
	Iteration 10F: 3 clusters Score -1362529 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1363114.000000 Penalty: 3025.692871
	Iteration 11F: 3 clusters Score -1363114 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1363408.125000 Penalty: 3025.692871
	Iteration 12Q: 3 clusters Score -1363408 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1363625.500000 Penalty: 3025.692871
	Iteration 13Q: 3 clusters Score -1363626 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1363800.875000 Penalty: 3025.692871
	Iteration 14Q: 3 clusters Score -1363801 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1363966.625000 Penalty: 3025.692871
	Iteration 15Q: 3 clusters Score -1363967 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1364185.750000 Penalty: 3025.692871
	Iteration 16Q: 3 clusters Score -1364186 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1364471.375000 Penalty: 3025.692871
	Iteration 17Q: 3 clusters Score -1364471 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1364803.250000 Penalty: 3025.692871
	Iteration 18Q: 3 clusters Score -1364803 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1365027.750000 Penalty: 3025.692871
	Iteration 19Q: 3 clusters Score -1365028 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1365115.000000 Penalty: 3025.692871
	Iteration 20F: 3 clusters Score -1365115 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1365146.250000 Penalty: 3025.692871
	Iteration 21Q: 3 clusters Score -1365146 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1365145.625000 Penalty: 3025.692871
	Iteration 22Q: 3 clusters Score -1365146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1365152.375000 Penalty: 3025.692871
	Iteration 23Q: 3 clusters Score -1365152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1365158.250000 Penalty: 3025.692871
	Iteration 24Q: 3 clusters Score -1365158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1365154.375000 Penalty: 3025.692871
	Iteration 25Q: 3 clusters Score -1365154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1365153.000000 Penalty: 3025.692871
	Iteration 26Q: 3 clusters Score -1365153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1365153.000000 Penalty: 3025.692871
	Iteration 27Q: 3 clusters Score -1365153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1365154.500000 Penalty: 3025.692871
	Iteration 28Q: 3 clusters Score -1365154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1365152.000000 Penalty: 3025.692871
	Iteration 29Q: 3 clusters Score -1365152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1365153.125000 Penalty: 3025.692871
	Iteration 30Q: 3 clusters Score -1365153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1365155.375000 Penalty: 3025.692871
	Iteration 31Q: 3 clusters Score -1365155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1365155.500000 Penalty: 3025.692871
	Iteration 32Q: 3 clusters Score -1365156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1365157.500000 Penalty: 3025.692871
	Iteration 33Q: 3 clusters Score -1365158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1365157.500000 Penalty: 3025.692871
	Iteration 34F: 3 clusters Score -1365158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1016 members 
Mstep: Class 3 contains 4297 members 
Mstep: Class 4 contains 2530 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 10163 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 8875 members 
Mstep: Class 9 contains 2647 members 
Mstep: Class 10 contains 1740 members 
Mstep: Class 11 contains 13242 members 
Mstep: Class 12 contains 605 members 
Mstep: Class 13 contains 65661 members 
Mstep: Class 14 contains 72871 members 
Mstep: Class 15 contains 17357 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 55020 members 
Mstep: Class 18 contains 6453 members 
Mstep: Class 19 contains 7842 members 
Mstep: Class 20 contains 49253 members 
Mstep: Class 21 contains 5473 members 
Mstep: Class 22 contains 833 members 
Mstep: Class 23 contains 110225 members 
Mstep: Class 24 contains 113804 members 
Mstep: Class 25 contains 103669 members 
Mstep: Class 26 contains 658 members 
Mstep: Class 27 contains 447 members 
Mstep: Class 28 contains 93501 members 
Mstep: Class 29 contains 4286 members 
Mstep: Class 30 contains 74663 members 
Mstep: Class 31 contains 64301 members 
Mstep: Class 32 contains 5573 members 
Entering Unmasked Estep 
Score: -111678472.000000 Penalty: 71398.250000
Splitting cluster 21 changes total score from -111657648.000000 to -111678472.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 22 (833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Entering Unmasked Estep 
Score: -85878.789062 Penalty: 1092.817993
	Iteration 0F: 2 clusters Score -85878.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -84883.945312 Penalty: 2185.635986
	Iteration 0F: 3 clusters Score -84883.95 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -85843.625000 Penalty: 2185.635986
	Iteration 1F: 3 clusters Score -85843.62 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -86233.117188 Penalty: 2185.635986
	Iteration 2F: 3 clusters Score -86233.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -86371.187500 Penalty: 2185.635986
	Iteration 3Q: 3 clusters Score -86371.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -86455.414062 Penalty: 2185.635986
	Iteration 4Q: 3 clusters Score -86455.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -86495.429688 Penalty: 2185.635986
	Iteration 5Q: 3 clusters Score -86495.43 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -86579.679688 Penalty: 2185.635986
	Iteration 6Q: 3 clusters Score -86579.68 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -86805.132812 Penalty: 2185.635986
	Iteration 7F: 3 clusters Score -86805.13 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -87179.718750 Penalty: 2185.635986
	Iteration 8F: 3 clusters Score -87179.72 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -87328.335938 Penalty: 2185.635986
	Iteration 9Q: 3 clusters Score -87328.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -87426.796875 Penalty: 2185.635986
	Iteration 10Q: 3 clusters Score -87426.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -87469.734375 Penalty: 2185.635986
	Iteration 11Q: 3 clusters Score -87469.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -87510.117188 Penalty: 2185.635986
	Iteration 12Q: 3 clusters Score -87510.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -87562.078125 Penalty: 2185.635986
	Iteration 13Q: 3 clusters Score -87562.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -87586.132812 Penalty: 2185.635986
	Iteration 14Q: 3 clusters Score -87586.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -87598.093750 Penalty: 2185.635986
	Iteration 15Q: 3 clusters Score -87598.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -87612.187500 Penalty: 2185.635986
	Iteration 16Q: 3 clusters Score -87612.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -87620.289062 Penalty: 2185.635986
	Iteration 17Q: 3 clusters Score -87620.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -87620.289062 Penalty: 2185.635986
	Iteration 18F: 3 clusters Score -87620.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1016 members 
Mstep: Class 3 contains 4297 members 
Mstep: Class 4 contains 2530 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 10163 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 8875 members 
Mstep: Class 9 contains 2647 members 
Mstep: Class 10 contains 1740 members 
Mstep: Class 11 contains 13242 members 
Mstep: Class 12 contains 605 members 
Mstep: Class 13 contains 65661 members 
Mstep: Class 14 contains 72871 members 
Mstep: Class 15 contains 17357 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 55020 members 
Mstep: Class 18 contains 6453 members 
Mstep: Class 19 contains 7842 members 
Mstep: Class 20 contains 49253 members 
Mstep: Class 21 contains 5473 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 110225 members 
Mstep: Class 24 contains 113804 members 
Mstep: Class 25 contains 103669 members 
Mstep: Class 26 contains 658 members 
Mstep: Class 27 contains 447 members 
Mstep: Class 28 contains 93501 members 
Mstep: Class 29 contains 4286 members 
Mstep: Class 30 contains 74663 members 
Mstep: Class 31 contains 64301 members 
Mstep: Class 32 contains 5573 members 
Mstep: Class 33 contains 387 members 
Entering Unmasked Estep 
Score: -111679024.000000 Penalty: 73629.445312
Splitting cluster 22 changes total score from -111657648.000000 to -111679024.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 23 (110225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110225 members 
Entering Unmasked Estep 
Score: -13651124.000000 Penalty: 1886.670410
	Iteration 0F: 2 clusters Score -1.365112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55167 members 
Mstep: Class 2 contains 55058 members 
Entering Unmasked Estep 
Score: -13582070.000000 Penalty: 3773.340820
	Iteration 0F: 3 clusters Score -1.358207e+07 nChanged 53076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56857 members 
Mstep: Class 2 contains 53368 members 
Entering Unmasked Estep 
Score: -13614473.000000 Penalty: 3773.340820
	Iteration 1F: 3 clusters Score -1.361447e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57759 members 
Mstep: Class 2 contains 52466 members 
Entering Unmasked Estep 
Score: -13616581.000000 Penalty: 3773.340820
	Iteration 2Q: 3 clusters Score -1.361658e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58850 members 
Mstep: Class 2 contains 51375 members 
Entering Unmasked Estep 
Score: -13618998.000000 Penalty: 3773.340820
	Iteration 3Q: 3 clusters Score -1.3619e+07 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60187 members 
Mstep: Class 2 contains 50038 members 
Entering Unmasked Estep 
Score: -13622340.000000 Penalty: 3773.340820
	Iteration 4F: 3 clusters Score -1.362234e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61777 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -13626099.000000 Penalty: 3773.340820
	Iteration 5F: 3 clusters Score -1.36261e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63522 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
Score: -13630090.000000 Penalty: 3773.340820
	Iteration 6F: 3 clusters Score -1.363009e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65332 members 
Mstep: Class 2 contains 44893 members 
Entering Unmasked Estep 
Score: -13634016.000000 Penalty: 3773.340820
	Iteration 7F: 3 clusters Score -1.363402e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67186 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
Score: -13637004.000000 Penalty: 3773.340820
	Iteration 8F: 3 clusters Score -1.3637e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69053 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -13638701.000000 Penalty: 3773.340820
	Iteration 9Q: 3 clusters Score -1.36387e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70885 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -13639671.000000 Penalty: 3773.340820
	Iteration 10Q: 3 clusters Score -1.363967e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72633 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -13640436.000000 Penalty: 3773.340820
	Iteration 11Q: 3 clusters Score -1.364044e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74441 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -13641135.000000 Penalty: 3773.340820
	Iteration 12Q: 3 clusters Score -1.364114e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76235 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -13641768.000000 Penalty: 3773.340820
	Iteration 13Q: 3 clusters Score -1.364177e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78007 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -13642357.000000 Penalty: 3773.340820
	Iteration 14Q: 3 clusters Score -1.364236e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79687 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -13642932.000000 Penalty: 3773.340820
	Iteration 15Q: 3 clusters Score -1.364293e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81344 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -13643472.000000 Penalty: 3773.340820
	Iteration 16Q: 3 clusters Score -1.364347e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83005 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -13644065.000000 Penalty: 3773.340820
	Iteration 17Q: 3 clusters Score -1.364406e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84574 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -13644479.000000 Penalty: 3773.340820
	Iteration 18Q: 3 clusters Score -1.364448e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86159 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -13644971.000000 Penalty: 3773.340820
	Iteration 19Q: 3 clusters Score -1.364497e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87704 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -13645476.000000 Penalty: 3773.340820
	Iteration 20F: 3 clusters Score -1.364548e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89240 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -13645873.000000 Penalty: 3773.340820
	Iteration 21Q: 3 clusters Score -1.364587e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90780 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -13646359.000000 Penalty: 3773.340820
	Iteration 22Q: 3 clusters Score -1.364636e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92286 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -13646881.000000 Penalty: 3773.340820
	Iteration 23Q: 3 clusters Score -1.364688e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93793 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -13647314.000000 Penalty: 3773.340820
	Iteration 24Q: 3 clusters Score -1.364731e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95266 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -13647659.000000 Penalty: 3773.340820
	Iteration 25Q: 3 clusters Score -1.364766e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96702 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -13647874.000000 Penalty: 3773.340820
	Iteration 26Q: 3 clusters Score -1.364787e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98114 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -13648063.000000 Penalty: 3773.340820
	Iteration 27Q: 3 clusters Score -1.364806e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99481 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -13648317.000000 Penalty: 3773.340820
	Iteration 28Q: 3 clusters Score -1.364832e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100719 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -13648639.000000 Penalty: 3773.340820
	Iteration 29Q: 3 clusters Score -1.364864e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101880 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -13648932.000000 Penalty: 3773.340820
	Iteration 30Q: 3 clusters Score -1.364893e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102980 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -13649351.000000 Penalty: 3773.340820
	Iteration 31Q: 3 clusters Score -1.364935e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103966 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -13649676.000000 Penalty: 3773.340820
	Iteration 32Q: 3 clusters Score -1.364968e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104801 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -13649821.000000 Penalty: 3773.340820
	Iteration 33Q: 3 clusters Score -1.364982e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105502 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -13649933.000000 Penalty: 3773.340820
	Iteration 34Q: 3 clusters Score -1.364993e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106068 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -13649955.000000 Penalty: 3773.340820
	Iteration 35Q: 3 clusters Score -1.364996e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106540 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -13649927.000000 Penalty: 3773.340820
	Iteration 36Q: 3 clusters Score -1.364993e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106954 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -13649958.000000 Penalty: 3773.340820
	Iteration 37Q: 3 clusters Score -1.364996e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107314 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -13649999.000000 Penalty: 3773.340820
	Iteration 38Q: 3 clusters Score -1.365e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107621 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -13650058.000000 Penalty: 3773.340820
	Iteration 39Q: 3 clusters Score -1.365006e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107846 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -13650087.000000 Penalty: 3773.340820
	Iteration 40F: 3 clusters Score -1.365009e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108001 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -13650104.000000 Penalty: 3773.340820
	Iteration 41Q: 3 clusters Score -1.36501e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108157 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -13650131.000000 Penalty: 3773.340820
	Iteration 42Q: 3 clusters Score -1.365013e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108277 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -13650135.000000 Penalty: 3773.340820
	Iteration 43Q: 3 clusters Score -1.365014e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108370 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -13650139.000000 Penalty: 3773.340820
	Iteration 44Q: 3 clusters Score -1.365014e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108457 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -13650143.000000 Penalty: 3773.340820
	Iteration 45Q: 3 clusters Score -1.365014e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108515 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -13650143.000000 Penalty: 3773.340820
	Iteration 46Q: 3 clusters Score -1.365014e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108572 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -13650145.000000 Penalty: 3773.340820
	Iteration 47Q: 3 clusters Score -1.365014e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108618 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -13650177.000000 Penalty: 3773.340820
	Iteration 48Q: 3 clusters Score -1.365018e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108657 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -13650168.000000 Penalty: 3773.340820
	Iteration 49Q: 3 clusters Score -1.365017e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108694 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -13650153.000000 Penalty: 3773.340820
	Iteration 50Q: 3 clusters Score -1.365015e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108730 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -13650157.000000 Penalty: 3773.340820
	Iteration 51Q: 3 clusters Score -1.365016e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108764 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -13650163.000000 Penalty: 3773.340820
	Iteration 52Q: 3 clusters Score -1.365016e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108796 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -13650181.000000 Penalty: 3773.340820
	Iteration 53Q: 3 clusters Score -1.365018e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108824 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -13650185.000000 Penalty: 3773.340820
	Iteration 54Q: 3 clusters Score -1.365018e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108845 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -13650221.000000 Penalty: 3773.340820
	Iteration 55Q: 3 clusters Score -1.365022e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108862 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -13650223.000000 Penalty: 3773.340820
	Iteration 56Q: 3 clusters Score -1.365022e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108877 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -13650214.000000 Penalty: 3773.340820
	Iteration 57Q: 3 clusters Score -1.365021e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108899 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -13650226.000000 Penalty: 3773.340820
	Iteration 58Q: 3 clusters Score -1.365023e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108912 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -13650225.000000 Penalty: 3773.340820
	Iteration 59Q: 3 clusters Score -1.365022e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108924 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -13650240.000000 Penalty: 3773.340820
	Iteration 60F: 3 clusters Score -1.365024e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108931 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -13650244.000000 Penalty: 3773.340820
	Iteration 61Q: 3 clusters Score -1.365024e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108932 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -13650243.000000 Penalty: 3773.340820
	Iteration 62Q: 3 clusters Score -1.365024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108932 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -13650245.000000 Penalty: 3773.340820
	Iteration 63Q: 3 clusters Score -1.365024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108932 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -13650243.000000 Penalty: 3773.340820
	Iteration 64Q: 3 clusters Score -1.365024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108936 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -13650235.000000 Penalty: 3773.340820
	Iteration 65Q: 3 clusters Score -1.365024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108942 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -13650226.000000 Penalty: 3773.340820
	Iteration 66Q: 3 clusters Score -1.365023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108942 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -13650229.000000 Penalty: 3773.340820
	Iteration 67Q: 3 clusters Score -1.365023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108942 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -13650223.000000 Penalty: 3773.340820
	Iteration 68Q: 3 clusters Score -1.365022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108944 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -13650224.000000 Penalty: 3773.340820
	Iteration 69Q: 3 clusters Score -1.365022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108945 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -13650226.000000 Penalty: 3773.340820
	Iteration 70Q: 3 clusters Score -1.365023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108946 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -13650225.000000 Penalty: 3773.340820
	Iteration 71Q: 3 clusters Score -1.365022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108948 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -13650227.000000 Penalty: 3773.340820
	Iteration 72Q: 3 clusters Score -1.365023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108952 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -13650225.000000 Penalty: 3773.340820
	Iteration 73Q: 3 clusters Score -1.365022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108955 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -13650230.000000 Penalty: 3773.340820
	Iteration 74Q: 3 clusters Score -1.365023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108957 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -13650226.000000 Penalty: 3773.340820
	Iteration 75Q: 3 clusters Score -1.365023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108959 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -13650217.000000 Penalty: 3773.340820
	Iteration 76Q: 3 clusters Score -1.365022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108959 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -13650217.000000 Penalty: 3773.340820
	Iteration 77F: 3 clusters Score -1.365022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1016 members 
Mstep: Class 3 contains 4297 members 
Mstep: Class 4 contains 2530 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 10163 members 
Mstep: Class 8 contains 8875 members 
Mstep: Class 9 contains 2647 members 
Mstep: Class 10 contains 1740 members 
Mstep: Class 11 contains 13242 members 
Mstep: Class 12 contains 605 members 
Mstep: Class 13 contains 65661 members 
Mstep: Class 14 contains 72871 members 
Mstep: Class 15 contains 17357 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 55020 members 
Mstep: Class 18 contains 6453 members 
Mstep: Class 19 contains 7842 members 
Mstep: Class 20 contains 49253 members 
Mstep: Class 21 contains 5473 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 110225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111699264.000000 Penalty: 73629.445312
Iteration 39Q: 34 clusters Score -1.116993e+08 nChanged 38312
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1035 members 
Mstep: Class 3 contains 4887 members 
Mstep: Class 4 contains 3127 members 
Mstep: Class 5 contains 6295 members 
Mstep: Class 6 contains 10634 members 
Mstep: Class 7 contains 1777 members 
Mstep: Class 8 contains 8876 members 
Mstep: Class 9 contains 2816 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 13473 members 
Mstep: Class 12 contains 601 members 
Mstep: Class 13 contains 66241 members 
Mstep: Class 14 contains 73540 members 
Mstep: Class 15 contains 17362 members 
Mstep: Class 16 contains 7693 members 
Mstep: Class 17 contains 62980 members 
Mstep: Class 18 contains 6380 members 
Mstep: Class 19 contains 7937 members 
Mstep: Class 20 contains 52874 members 
Mstep: Class 21 contains 5933 members 
Mstep: Class 22 contains 492 members 
Mstep: Class 23 contains 110918 members 
Mstep: Class 24 contains 110471 members 
Mstep: Class 25 contains 99080 members 
Mstep: Class 26 contains 659 members 
Mstep: Class 27 contains 515 members 
Mstep: Class 28 contains 88982 members 
Mstep: Class 29 contains 4222 members 
Mstep: Class 30 contains 72457 members 
Mstep: Class 31 contains 62729 members 
Mstep: Class 32 contains 5019 members 
Mstep: Class 33 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111717320.000000 Penalty: 73629.445312
Iteration 40F: 34 clusters Score -1.117173e+08 nChanged 28706
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1006 members 
Mstep: Class 3 contains 5333 members 
Mstep: Class 4 contains 3452 members 
Mstep: Class 5 contains 6476 members 
Mstep: Class 6 contains 10562 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 8881 members 
Mstep: Class 9 contains 2930 members 
Mstep: Class 10 contains 1752 members 
Mstep: Class 11 contains 13575 members 
Mstep: Class 12 contains 534 members 
Mstep: Class 13 contains 65506 members 
Mstep: Class 14 contains 71364 members 
Mstep: Class 15 contains 17262 members 
Mstep: Class 16 contains 7636 members 
Mstep: Class 17 contains 65947 members 
Mstep: Class 18 contains 6262 members 
Mstep: Class 19 contains 8030 members 
Mstep: Class 20 contains 54025 members 
Mstep: Class 21 contains 6099 members 
Mstep: Class 22 contains 539 members 
Mstep: Class 23 contains 109609 members 
Mstep: Class 24 contains 108799 members 
Mstep: Class 25 contains 98317 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 543 members 
Mstep: Class 28 contains 89389 members 
Mstep: Class 29 contains 4470 members 
Mstep: Class 30 contains 72884 members 
Mstep: Class 31 contains 63178 members 
Mstep: Class 32 contains 4858 members 
Mstep: Class 33 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111725152.000000 Penalty: 73629.445312
Iteration 41Q: 34 clusters Score -1.117252e+08 nChanged 18684
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 984 members 
Mstep: Class 3 contains 5789 members 
Mstep: Class 4 contains 3744 members 
Mstep: Class 5 contains 6700 members 
Mstep: Class 6 contains 10479 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 8836 members 
Mstep: Class 9 contains 3029 members 
Mstep: Class 10 contains 1749 members 
Mstep: Class 11 contains 13640 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 64786 members 
Mstep: Class 14 contains 69893 members 
Mstep: Class 15 contains 17188 members 
Mstep: Class 16 contains 7623 members 
Mstep: Class 17 contains 68508 members 
Mstep: Class 18 contains 6135 members 
Mstep: Class 19 contains 8167 members 
Mstep: Class 20 contains 54909 members 
Mstep: Class 21 contains 6192 members 
Mstep: Class 22 contains 556 members 
Mstep: Class 23 contains 107967 members 
Mstep: Class 24 contains 107192 members 
Mstep: Class 25 contains 98185 members 
Mstep: Class 26 contains 869 members 
Mstep: Class 27 contains 528 members 
Mstep: Class 28 contains 89576 members 
Mstep: Class 29 contains 4593 members 
Mstep: Class 30 contains 73226 members 
Mstep: Class 31 contains 63693 members 
Mstep: Class 32 contains 4812 members 
Mstep: Class 33 contains 452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111729816.000000 Penalty: 73629.445312
Iteration 42Q: 34 clusters Score -1.117298e+08 nChanged 15237
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 953 members 
Mstep: Class 3 contains 6204 members 
Mstep: Class 4 contains 3999 members 
Mstep: Class 5 contains 6882 members 
Mstep: Class 6 contains 10312 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 8754 members 
Mstep: Class 9 contains 3102 members 
Mstep: Class 10 contains 1748 members 
Mstep: Class 11 contains 13716 members 
Mstep: Class 12 contains 536 members 
Mstep: Class 13 contains 64088 members 
Mstep: Class 14 contains 68803 members 
Mstep: Class 15 contains 17132 members 
Mstep: Class 16 contains 7614 members 
Mstep: Class 17 contains 71033 members 
Mstep: Class 18 contains 5951 members 
Mstep: Class 19 contains 8316 members 
Mstep: Class 20 contains 55648 members 
Mstep: Class 21 contains 6255 members 
Mstep: Class 22 contains 562 members 
Mstep: Class 23 contains 106240 members 
Mstep: Class 24 contains 105762 members 
Mstep: Class 25 contains 98272 members 
Mstep: Class 26 contains 900 members 
Mstep: Class 27 contains 514 members 
Mstep: Class 28 contains 89659 members 
Mstep: Class 29 contains 4659 members 
Mstep: Class 30 contains 73512 members 
Mstep: Class 31 contains 64177 members 
Mstep: Class 32 contains 4786 members 
Mstep: Class 33 contains 456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111733232.000000 Penalty: 73629.445312
Iteration 43Q: 34 clusters Score -1.117332e+08 nChanged 13195
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 941 members 
Mstep: Class 3 contains 6608 members 
Mstep: Class 4 contains 4299 members 
Mstep: Class 5 contains 7041 members 
Mstep: Class 6 contains 10114 members 
Mstep: Class 7 contains 1924 members 
Mstep: Class 8 contains 8686 members 
Mstep: Class 9 contains 3166 members 
Mstep: Class 10 contains 1746 members 
Mstep: Class 11 contains 13777 members 
Mstep: Class 12 contains 536 members 
Mstep: Class 13 contains 63233 members 
Mstep: Class 14 contains 67973 members 
Mstep: Class 15 contains 17100 members 
Mstep: Class 16 contains 7615 members 
Mstep: Class 17 contains 73457 members 
Mstep: Class 18 contains 5778 members 
Mstep: Class 19 contains 8462 members 
Mstep: Class 20 contains 56370 members 
Mstep: Class 21 contains 6305 members 
Mstep: Class 22 contains 572 members 
Mstep: Class 23 contains 104561 members 
Mstep: Class 24 contains 104441 members 
Mstep: Class 25 contains 98441 members 
Mstep: Class 26 contains 916 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 89610 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 73746 members 
Mstep: Class 31 contains 64639 members 
Mstep: Class 32 contains 4767 members 
Mstep: Class 33 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111736584.000000 Penalty: 73629.445312
Iteration 44Q: 34 clusters Score -1.117366e+08 nChanged 11714
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 4561 members 
Mstep: Class 5 contains 7196 members 
Mstep: Class 6 contains 9898 members 
Mstep: Class 7 contains 1927 members 
Mstep: Class 8 contains 8609 members 
Mstep: Class 9 contains 3212 members 
Mstep: Class 10 contains 1751 members 
Mstep: Class 11 contains 13819 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 62378 members 
Mstep: Class 14 contains 67382 members 
Mstep: Class 15 contains 17064 members 
Mstep: Class 16 contains 7596 members 
Mstep: Class 17 contains 75739 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 8592 members 
Mstep: Class 20 contains 56957 members 
Mstep: Class 21 contains 6339 members 
Mstep: Class 22 contains 574 members 
Mstep: Class 23 contains 103005 members 
Mstep: Class 24 contains 103266 members 
Mstep: Class 25 contains 98557 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 507 members 
Mstep: Class 28 contains 89520 members 
Mstep: Class 29 contains 4747 members 
Mstep: Class 30 contains 73949 members 
Mstep: Class 31 contains 65141 members 
Mstep: Class 32 contains 4748 members 
Mstep: Class 33 contains 455 members 
Entering Unmasked Estep 
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Iteration 45Q: 34 clusters Score -1.117384e+08 nChanged 10829
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 941 members 
Mstep: Class 3 contains 7376 members 
Mstep: Class 4 contains 4798 members 
Mstep: Class 5 contains 7340 members 
Mstep: Class 6 contains 9685 members 
Mstep: Class 7 contains 1937 members 
Mstep: Class 8 contains 8525 members 
Mstep: Class 9 contains 3243 members 
Mstep: Class 10 contains 1745 members 
Mstep: Class 11 contains 13833 members 
Mstep: Class 12 contains 539 members 
Mstep: Class 13 contains 61412 members 
Mstep: Class 14 contains 66905 members 
Mstep: Class 15 contains 17036 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 78005 members 
Mstep: Class 18 contains 5493 members 
Mstep: Class 19 contains 8710 members 
Mstep: Class 20 contains 57529 members 
Mstep: Class 21 contains 6383 members 
Mstep: Class 22 contains 581 members 
Mstep: Class 23 contains 101447 members 
Mstep: Class 24 contains 102366 members 
Mstep: Class 25 contains 98645 members 
Mstep: Class 26 contains 939 members 
Mstep: Class 27 contains 506 members 
Mstep: Class 28 contains 89276 members 
Mstep: Class 29 contains 4780 members 
Mstep: Class 30 contains 74150 members 
Mstep: Class 31 contains 65636 members 
Mstep: Class 32 contains 4751 members 
Mstep: Class 33 contains 457 members 
Entering Unmasked Estep 
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Iteration 46Q: 34 clusters Score -1.117394e+08 nChanged 10386
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 7744 members 
Mstep: Class 4 contains 5052 members 
Mstep: Class 5 contains 7473 members 
Mstep: Class 6 contains 9506 members 
Mstep: Class 7 contains 1936 members 
Mstep: Class 8 contains 8448 members 
Mstep: Class 9 contains 3265 members 
Mstep: Class 10 contains 1738 members 
Mstep: Class 11 contains 13848 members 
Mstep: Class 12 contains 539 members 
Mstep: Class 13 contains 60487 members 
Mstep: Class 14 contains 66499 members 
Mstep: Class 15 contains 17012 members 
Mstep: Class 16 contains 7536 members 
Mstep: Class 17 contains 80102 members 
Mstep: Class 18 contains 5368 members 
Mstep: Class 19 contains 8812 members 
Mstep: Class 20 contains 57919 members 
Mstep: Class 21 contains 6437 members 
Mstep: Class 22 contains 584 members 
Mstep: Class 23 contains 99974 members 
Mstep: Class 24 contains 101787 members 
Mstep: Class 25 contains 98658 members 
Mstep: Class 26 contains 945 members 
Mstep: Class 27 contains 506 members 
Mstep: Class 28 contains 88890 members 
Mstep: Class 29 contains 4796 members 
Mstep: Class 30 contains 74374 members 
Mstep: Class 31 contains 66178 members 
Mstep: Class 32 contains 4743 members 
Mstep: Class 33 contains 456 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 34 clusters Score -1.117413e+08 nChanged 9886
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 941 members 
Mstep: Class 3 contains 8125 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 7566 members 
Mstep: Class 6 contains 9354 members 
Mstep: Class 7 contains 1937 members 
Mstep: Class 8 contains 8363 members 
Mstep: Class 9 contains 3278 members 
Mstep: Class 10 contains 1735 members 
Mstep: Class 11 contains 13873 members 
Mstep: Class 12 contains 539 members 
Mstep: Class 13 contains 59501 members 
Mstep: Class 14 contains 66180 members 
Mstep: Class 15 contains 16978 members 
Mstep: Class 16 contains 7510 members 
Mstep: Class 17 contains 82059 members 
Mstep: Class 18 contains 5266 members 
Mstep: Class 19 contains 8912 members 
Mstep: Class 20 contains 58242 members 
Mstep: Class 21 contains 6500 members 
Mstep: Class 22 contains 587 members 
Mstep: Class 23 contains 98582 members 
Mstep: Class 24 contains 101401 members 
Mstep: Class 25 contains 98607 members 
Mstep: Class 26 contains 952 members 
Mstep: Class 27 contains 506 members 
Mstep: Class 28 contains 88427 members 
Mstep: Class 29 contains 4812 members 
Mstep: Class 30 contains 74588 members 
Mstep: Class 31 contains 66799 members 
Mstep: Class 32 contains 4741 members 
Mstep: Class 33 contains 456 members 
Entering Unmasked Estep 
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Iteration 48Q: 34 clusters Score -1.117428e+08 nChanged 9634
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 8476 members 
Mstep: Class 4 contains 5449 members 
Mstep: Class 5 contains 7655 members 
Mstep: Class 6 contains 9215 members 
Mstep: Class 7 contains 1940 members 
Mstep: Class 8 contains 8276 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 1743 members 
Mstep: Class 11 contains 13891 members 
Mstep: Class 12 contains 539 members 
Mstep: Class 13 contains 58558 members 
Mstep: Class 14 contains 65914 members 
Mstep: Class 15 contains 16953 members 
Mstep: Class 16 contains 7466 members 
Mstep: Class 17 contains 83954 members 
Mstep: Class 18 contains 5157 members 
Mstep: Class 19 contains 9014 members 
Mstep: Class 20 contains 58500 members 
Mstep: Class 21 contains 6569 members 
Mstep: Class 22 contains 590 members 
Mstep: Class 23 contains 97231 members 
Mstep: Class 24 contains 101151 members 
Mstep: Class 25 contains 98551 members 
Mstep: Class 26 contains 954 members 
Mstep: Class 27 contains 506 members 
Mstep: Class 28 contains 87882 members 
Mstep: Class 29 contains 4818 members 
Mstep: Class 30 contains 74768 members 
Mstep: Class 31 contains 67464 members 
Mstep: Class 32 contains 4731 members 
Mstep: Class 33 contains 455 members 
Entering Unmasked Estep 
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Score: -111744376.000000 Penalty: 73629.445312
Iteration 49Q: 34 clusters Score -1.117444e+08 nChanged 9458
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 8848 members 
Mstep: Class 4 contains 5642 members 
Mstep: Class 5 contains 7732 members 
Mstep: Class 6 contains 9088 members 
Mstep: Class 7 contains 1937 members 
Mstep: Class 8 contains 8194 members 
Mstep: Class 9 contains 3334 members 
Mstep: Class 10 contains 1741 members 
Mstep: Class 11 contains 13902 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 57603 members 
Mstep: Class 14 contains 65711 members 
Mstep: Class 15 contains 16925 members 
Mstep: Class 16 contains 7448 members 
Mstep: Class 17 contains 85741 members 
Mstep: Class 18 contains 5073 members 
Mstep: Class 19 contains 9093 members 
Mstep: Class 20 contains 58750 members 
Mstep: Class 21 contains 6592 members 
Mstep: Class 22 contains 595 members 
Mstep: Class 23 contains 96060 members 
Mstep: Class 24 contains 100933 members 
Mstep: Class 25 contains 98457 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 506 members 
Mstep: Class 28 contains 87188 members 
Mstep: Class 29 contains 4820 members 
Mstep: Class 30 contains 74970 members 
Mstep: Class 31 contains 68147 members 
Mstep: Class 32 contains 4733 members 
Mstep: Class 33 contains 456 members 
Entering Unmasked Estep 
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Score: -111745288.000000 Penalty: 73629.445312
Iteration 50Q: 34 clusters Score -1.117453e+08 nChanged 9438
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 939 members 
Mstep: Class 3 contains 9205 members 
Mstep: Class 4 contains 5846 members 
Mstep: Class 5 contains 7806 members 
Mstep: Class 6 contains 8963 members 
Mstep: Class 7 contains 1938 members 
Mstep: Class 8 contains 8111 members 
Mstep: Class 9 contains 3386 members 
Mstep: Class 10 contains 1748 members 
Mstep: Class 11 contains 13919 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 56607 members 
Mstep: Class 14 contains 65551 members 
Mstep: Class 15 contains 16900 members 
Mstep: Class 16 contains 7440 members 
Mstep: Class 17 contains 87554 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 9168 members 
Mstep: Class 20 contains 58919 members 
Mstep: Class 21 contains 6583 members 
Mstep: Class 22 contains 599 members 
Mstep: Class 23 contains 94977 members 
Mstep: Class 24 contains 100776 members 
Mstep: Class 25 contains 98321 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 506 members 
Mstep: Class 28 contains 86388 members 
Mstep: Class 29 contains 4823 members 
Mstep: Class 30 contains 75222 members 
Mstep: Class 31 contains 68829 members 
Mstep: Class 32 contains 4743 members 
Mstep: Class 33 contains 456 members 
Entering Unmasked Estep 
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Score: -111746808.000000 Penalty: 73629.445312
Iteration 51Q: 34 clusters Score -1.117468e+08 nChanged 9362
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 9563 members 
Mstep: Class 4 contains 6018 members 
Mstep: Class 5 contains 7890 members 
Mstep: Class 6 contains 8862 members 
Mstep: Class 7 contains 1934 members 
Mstep: Class 8 contains 8039 members 
Mstep: Class 9 contains 3428 members 
Mstep: Class 10 contains 1743 members 
Mstep: Class 11 contains 13953 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 55615 members 
Mstep: Class 14 contains 65426 members 
Mstep: Class 15 contains 16872 members 
Mstep: Class 16 contains 7449 members 
Mstep: Class 17 contains 89409 members 
Mstep: Class 18 contains 4919 members 
Mstep: Class 19 contains 9233 members 
Mstep: Class 20 contains 58995 members 
Mstep: Class 21 contains 6574 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 94037 members 
Mstep: Class 24 contains 100640 members 
Mstep: Class 25 contains 98194 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 506 members 
Mstep: Class 28 contains 85450 members 
Mstep: Class 29 contains 4820 members 
Mstep: Class 30 contains 75378 members 
Mstep: Class 31 contains 69568 members 
Mstep: Class 32 contains 4754 members 
Mstep: Class 33 contains 454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111747696.000000 Penalty: 73629.445312
Iteration 52Q: 34 clusters Score -1.117477e+08 nChanged 9397
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 9920 members 
Mstep: Class 4 contains 6202 members 
Mstep: Class 5 contains 7974 members 
Mstep: Class 6 contains 8764 members 
Mstep: Class 7 contains 1931 members 
Mstep: Class 8 contains 7965 members 
Mstep: Class 9 contains 3465 members 
Mstep: Class 10 contains 1736 members 
Mstep: Class 11 contains 13974 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 54707 members 
Mstep: Class 14 contains 65308 members 
Mstep: Class 15 contains 16846 members 
Mstep: Class 16 contains 7441 members 
Mstep: Class 17 contains 91313 members 
Mstep: Class 18 contains 4836 members 
Mstep: Class 19 contains 9292 members 
Mstep: Class 20 contains 58956 members 
Mstep: Class 21 contains 6563 members 
Mstep: Class 22 contains 607 members 
Mstep: Class 23 contains 93201 members 
Mstep: Class 24 contains 100511 members 
Mstep: Class 25 contains 98106 members 
Mstep: Class 26 contains 971 members 
Mstep: Class 27 contains 506 members 
Mstep: Class 28 contains 84323 members 
Mstep: Class 29 contains 4818 members 
Mstep: Class 30 contains 75563 members 
Mstep: Class 31 contains 70330 members 
Mstep: Class 32 contains 4758 members 
Mstep: Class 33 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 34 clusters Score -1.117486e+08 nChanged 9394
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 930 members 
Mstep: Class 3 contains 10266 members 
Mstep: Class 4 contains 6374 members 
Mstep: Class 5 contains 8060 members 
Mstep: Class 6 contains 8679 members 
Mstep: Class 7 contains 1929 members 
Mstep: Class 8 contains 7892 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 1742 members 
Mstep: Class 11 contains 13986 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 53832 members 
Mstep: Class 14 contains 65144 members 
Mstep: Class 15 contains 16822 members 
Mstep: Class 16 contains 7464 members 
Mstep: Class 17 contains 93277 members 
Mstep: Class 18 contains 4767 members 
Mstep: Class 19 contains 9332 members 
Mstep: Class 20 contains 58830 members 
Mstep: Class 21 contains 6546 members 
Mstep: Class 22 contains 612 members 
Mstep: Class 23 contains 92328 members 
Mstep: Class 24 contains 100592 members 
Mstep: Class 25 contains 97995 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 506 members 
Mstep: Class 28 contains 83106 members 
Mstep: Class 29 contains 4822 members 
Mstep: Class 30 contains 75698 members 
Mstep: Class 31 contains 71079 members 
Mstep: Class 32 contains 4763 members 
Mstep: Class 33 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 34 clusters Score -1.117497e+08 nChanged 9359
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 925 members 
Mstep: Class 3 contains 10624 members 
Mstep: Class 4 contains 6547 members 
Mstep: Class 5 contains 8138 members 
Mstep: Class 6 contains 8565 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 7829 members 
Mstep: Class 9 contains 3606 members 
Mstep: Class 10 contains 1735 members 
Mstep: Class 11 contains 13983 members 
Mstep: Class 12 contains 536 members 
Mstep: Class 13 contains 52990 members 
Mstep: Class 14 contains 64957 members 
Mstep: Class 15 contains 16798 members 
Mstep: Class 16 contains 7501 members 
Mstep: Class 17 contains 95268 members 
Mstep: Class 18 contains 4696 members 
Mstep: Class 19 contains 9374 members 
Mstep: Class 20 contains 58629 members 
Mstep: Class 21 contains 6534 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 91532 members 
Mstep: Class 24 contains 100787 members 
Mstep: Class 25 contains 97883 members 
Mstep: Class 26 contains 984 members 
Mstep: Class 27 contains 506 members 
Mstep: Class 28 contains 81776 members 
Mstep: Class 29 contains 4825 members 
Mstep: Class 30 contains 75809 members 
Mstep: Class 31 contains 71850 members 
Mstep: Class 32 contains 4761 members 
Mstep: Class 33 contains 452 members 
Entering Unmasked Estep 
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Iteration 55Q: 34 clusters Score -1.1175e+08 nChanged 9255
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 10975 members 
Mstep: Class 4 contains 6679 members 
Mstep: Class 5 contains 8206 members 
Mstep: Class 6 contains 8475 members 
Mstep: Class 7 contains 1920 members 
Mstep: Class 8 contains 7788 members 
Mstep: Class 9 contains 3665 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 13981 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 52195 members 
Mstep: Class 14 contains 64703 members 
Mstep: Class 15 contains 16793 members 
Mstep: Class 16 contains 7532 members 
Mstep: Class 17 contains 97446 members 
Mstep: Class 18 contains 4634 members 
Mstep: Class 19 contains 9428 members 
Mstep: Class 20 contains 58307 members 
Mstep: Class 21 contains 6529 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 90795 members 
Mstep: Class 24 contains 100923 members 
Mstep: Class 25 contains 97734 members 
Mstep: Class 26 contains 992 members 
Mstep: Class 27 contains 506 members 
Mstep: Class 28 contains 80283 members 
Mstep: Class 29 contains 4829 members 
Mstep: Class 30 contains 75978 members 
Mstep: Class 31 contains 72688 members 
Mstep: Class 32 contains 4764 members 
Mstep: Class 33 contains 452 members 
Entering Unmasked Estep 
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Iteration 56Q: 34 clusters Score -1.117518e+08 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 11315 members 
Mstep: Class 4 contains 6793 members 
Mstep: Class 5 contains 8282 members 
Mstep: Class 6 contains 8403 members 
Mstep: Class 7 contains 1917 members 
Mstep: Class 8 contains 7750 members 
Mstep: Class 9 contains 3721 members 
Mstep: Class 10 contains 1716 members 
Mstep: Class 11 contains 13992 members 
Mstep: Class 12 contains 536 members 
Mstep: Class 13 contains 51481 members 
Mstep: Class 14 contains 64469 members 
Mstep: Class 15 contains 16785 members 
Mstep: Class 16 contains 7560 members 
Mstep: Class 17 contains 100166 members 
Mstep: Class 18 contains 4578 members 
Mstep: Class 19 contains 9473 members 
Mstep: Class 20 contains 57845 members 
Mstep: Class 21 contains 6526 members 
Mstep: Class 22 contains 632 members 
Mstep: Class 23 contains 90005 members 
Mstep: Class 24 contains 100830 members 
Mstep: Class 25 contains 97421 members 
Mstep: Class 26 contains 998 members 
Mstep: Class 27 contains 506 members 
Mstep: Class 28 contains 78809 members 
Mstep: Class 29 contains 4832 members 
Mstep: Class 30 contains 76130 members 
Mstep: Class 31 contains 73465 members 
Mstep: Class 32 contains 4765 members 
Mstep: Class 33 contains 452 members 
Entering Unmasked Estep 
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Iteration 57Q: 34 clusters Score -1.117538e+08 nChanged 10225
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 914 members 
Mstep: Class 3 contains 11649 members 
Mstep: Class 4 contains 6892 members 
Mstep: Class 5 contains 8344 members 
Mstep: Class 6 contains 8316 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 7713 members 
Mstep: Class 9 contains 3784 members 
Mstep: Class 10 contains 1705 members 
Mstep: Class 11 contains 13983 members 
Mstep: Class 12 contains 535 members 
Mstep: Class 13 contains 50787 members 
Mstep: Class 14 contains 64229 members 
Mstep: Class 15 contains 16782 members 
Mstep: Class 16 contains 7589 members 
Mstep: Class 17 contains 103562 members 
Mstep: Class 18 contains 4528 members 
Mstep: Class 19 contains 9509 members 
Mstep: Class 20 contains 57185 members 
Mstep: Class 21 contains 6529 members 
Mstep: Class 22 contains 638 members 
Mstep: Class 23 contains 89072 members 
Mstep: Class 24 contains 100354 members 
Mstep: Class 25 contains 96822 members 
Mstep: Class 26 contains 1009 members 
Mstep: Class 27 contains 506 members 
Mstep: Class 28 contains 77805 members 
Mstep: Class 29 contains 4835 members 
Mstep: Class 30 contains 76321 members 
Mstep: Class 31 contains 74107 members 
Mstep: Class 32 contains 4760 members 
Mstep: Class 33 contains 452 members 
Entering Unmasked Estep 
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Iteration 58Q: 34 clusters Score -1.117552e+08 nChanged 11757
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 910 members 
Mstep: Class 3 contains 11960 members 
Mstep: Class 4 contains 6952 members 
Mstep: Class 5 contains 8426 members 
Mstep: Class 6 contains 8210 members 
Mstep: Class 7 contains 1903 members 
Mstep: Class 8 contains 7693 members 
Mstep: Class 9 contains 3851 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 11 contains 13978 members 
Mstep: Class 12 contains 536 members 
Mstep: Class 13 contains 50126 members 
Mstep: Class 14 contains 63961 members 
Mstep: Class 15 contains 16774 members 
Mstep: Class 16 contains 7620 members 
Mstep: Class 17 contains 107380 members 
Mstep: Class 18 contains 4482 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 56438 members 
Mstep: Class 21 contains 6518 members 
Mstep: Class 22 contains 641 members 
Mstep: Class 23 contains 88001 members 
Mstep: Class 24 contains 99538 members 
Mstep: Class 25 contains 95966 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 506 members 
Mstep: Class 28 contains 77391 members 
Mstep: Class 29 contains 4830 members 
Mstep: Class 30 contains 76507 members 
Mstep: Class 31 contains 74606 members 
Mstep: Class 32 contains 4764 members 
Mstep: Class 33 contains 452 members 
Entering Unmasked Estep 
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Iteration 59Q: 34 clusters Score -1.117556e+08 nChanged 13298
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 908 members 
Mstep: Class 3 contains 12266 members 
Mstep: Class 4 contains 6987 members 
Mstep: Class 5 contains 8519 members 
Mstep: Class 6 contains 8105 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 7687 members 
Mstep: Class 9 contains 3929 members 
Mstep: Class 10 contains 1691 members 
Mstep: Class 11 contains 13972 members 
Mstep: Class 12 contains 536 members 
Mstep: Class 13 contains 49487 members 
Mstep: Class 14 contains 63679 members 
Mstep: Class 15 contains 16773 members 
Mstep: Class 16 contains 7663 members 
Mstep: Class 17 contains 111308 members 
Mstep: Class 18 contains 4440 members 
Mstep: Class 19 contains 9559 members 
Mstep: Class 20 contains 55603 members 
Mstep: Class 21 contains 6499 members 
Mstep: Class 22 contains 645 members 
Mstep: Class 23 contains 86692 members 
Mstep: Class 24 contains 98550 members 
Mstep: Class 25 contains 95082 members 
Mstep: Class 26 contains 1022 members 
Mstep: Class 27 contains 506 members 
Mstep: Class 28 contains 77482 members 
Mstep: Class 29 contains 4832 members 
Mstep: Class 30 contains 76686 members 
Mstep: Class 31 contains 75018 members 
Mstep: Class 32 contains 4767 members 
Mstep: Class 33 contains 452 members 
Entering Unmasked Estep 
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Iteration 60F: 34 clusters Score -1.117567e+08 nChanged 14335
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 12581 members 
Mstep: Class 4 contains 7197 members 
Mstep: Class 5 contains 8620 members 
Mstep: Class 6 contains 8020 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 7664 members 
Mstep: Class 9 contains 4007 members 
Mstep: Class 10 contains 1687 members 
Mstep: Class 11 contains 13940 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 48908 members 
Mstep: Class 14 contains 63438 members 
Mstep: Class 15 contains 16756 members 
Mstep: Class 16 contains 7681 members 
Mstep: Class 17 contains 114621 members 
Mstep: Class 18 contains 4397 members 
Mstep: Class 19 contains 9574 members 
Mstep: Class 20 contains 54698 members 
Mstep: Class 21 contains 6534 members 
Mstep: Class 22 contains 651 members 
Mstep: Class 23 contains 85251 members 
Mstep: Class 24 contains 97689 members 
Mstep: Class 25 contains 94129 members 
Mstep: Class 26 contains 1059 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 78270 members 
Mstep: Class 29 contains 4831 members 
Mstep: Class 30 contains 76599 members 
Mstep: Class 31 contains 75498 members 
Mstep: Class 32 contains 4760 members 
Mstep: Class 33 contains 452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756080.000000 Penalty: 73629.445312
Iteration 61Q: 34 clusters Score -1.117561e+08 nChanged 14503
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 12947 members 
Mstep: Class 4 contains 7419 members 
Mstep: Class 5 contains 8758 members 
Mstep: Class 6 contains 7938 members 
Mstep: Class 7 contains 1866 members 
Mstep: Class 8 contains 7647 members 
Mstep: Class 9 contains 4088 members 
Mstep: Class 10 contains 1687 members 
Mstep: Class 11 contains 13921 members 
Mstep: Class 12 contains 540 members 
Mstep: Class 13 contains 48408 members 
Mstep: Class 14 contains 63222 members 
Mstep: Class 15 contains 16750 members 
Mstep: Class 16 contains 7722 members 
Mstep: Class 17 contains 116947 members 
Mstep: Class 18 contains 4355 members 
Mstep: Class 19 contains 9595 members 
Mstep: Class 20 contains 53803 members 
Mstep: Class 21 contains 6547 members 
Mstep: Class 22 contains 662 members 
Mstep: Class 23 contains 83741 members 
Mstep: Class 24 contains 97205 members 
Mstep: Class 25 contains 93214 members 
Mstep: Class 26 contains 1078 members 
Mstep: Class 27 contains 518 members 
Mstep: Class 28 contains 79590 members 
Mstep: Class 29 contains 4827 members 
Mstep: Class 30 contains 76289 members 
Mstep: Class 31 contains 76041 members 
Mstep: Class 32 contains 4766 members 
Mstep: Class 33 contains 452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111755192.000000 Penalty: 73629.445312
Iteration 62Q: 34 clusters Score -1.117552e+08 nChanged 13787
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 865 members 
Mstep: Class 3 contains 13299 members 
Mstep: Class 4 contains 7611 members 
Mstep: Class 5 contains 8875 members 
Mstep: Class 6 contains 7866 members 
Mstep: Class 7 contains 1866 members 
Mstep: Class 8 contains 7629 members 
Mstep: Class 9 contains 4153 members 
Mstep: Class 10 contains 1688 members 
Mstep: Class 11 contains 13903 members 
Mstep: Class 12 contains 542 members 
Mstep: Class 13 contains 47950 members 
Mstep: Class 14 contains 63025 members 
Mstep: Class 15 contains 16748 members 
Mstep: Class 16 contains 7765 members 
Mstep: Class 17 contains 118188 members 
Mstep: Class 18 contains 4323 members 
Mstep: Class 19 contains 9608 members 
Mstep: Class 20 contains 53020 members 
Mstep: Class 21 contains 6553 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 82327 members 
Mstep: Class 24 contains 97194 members 
Mstep: Class 25 contains 92213 members 
Mstep: Class 26 contains 1076 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 81387 members 
Mstep: Class 29 contains 4825 members 
Mstep: Class 30 contains 75875 members 
Mstep: Class 31 contains 76703 members 
Mstep: Class 32 contains 4774 members 
Mstep: Class 33 contains 452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111754176.000000 Penalty: 73629.445312
Iteration 63Q: 34 clusters Score -1.117542e+08 nChanged 12748
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 857 members 
Mstep: Class 3 contains 13672 members 
Mstep: Class 4 contains 7803 members 
Mstep: Class 5 contains 8975 members 
Mstep: Class 6 contains 7820 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 7608 members 
Mstep: Class 9 contains 4215 members 
Mstep: Class 10 contains 1689 members 
Mstep: Class 11 contains 13868 members 
Mstep: Class 12 contains 539 members 
Mstep: Class 13 contains 47571 members 
Mstep: Class 14 contains 62843 members 
Mstep: Class 15 contains 16749 members 
Mstep: Class 16 contains 7796 members 
Mstep: Class 17 contains 118379 members 
Mstep: Class 18 contains 4290 members 
Mstep: Class 19 contains 9625 members 
Mstep: Class 20 contains 52235 members 
Mstep: Class 21 contains 6556 members 
Mstep: Class 22 contains 672 members 
Mstep: Class 23 contains 81146 members 
Mstep: Class 24 contains 97659 members 
Mstep: Class 25 contains 91108 members 
Mstep: Class 26 contains 1076 members 
Mstep: Class 27 contains 505 members 
Mstep: Class 28 contains 83434 members 
Mstep: Class 29 contains 4822 members 
Mstep: Class 30 contains 75377 members 
Mstep: Class 31 contains 77540 members 
Mstep: Class 32 contains 4785 members 
Mstep: Class 33 contains 452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111753616.000000 Penalty: 73629.445312
Iteration 64Q: 34 clusters Score -1.117536e+08 nChanged 11798
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 14029 members 
Mstep: Class 4 contains 7996 members 
Mstep: Class 5 contains 9074 members 
Mstep: Class 6 contains 7771 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 8 contains 7594 members 
Mstep: Class 9 contains 4273 members 
Mstep: Class 10 contains 1681 members 
Mstep: Class 11 contains 13849 members 
Mstep: Class 12 contains 542 members 
Mstep: Class 13 contains 47219 members 
Mstep: Class 14 contains 62643 members 
Mstep: Class 15 contains 16766 members 
Mstep: Class 16 contains 7812 members 
Mstep: Class 17 contains 117893 members 
Mstep: Class 18 contains 4253 members 
Mstep: Class 19 contains 9647 members 
Mstep: Class 20 contains 51576 members 
Mstep: Class 21 contains 6558 members 
Mstep: Class 22 contains 674 members 
Mstep: Class 23 contains 80078 members 
Mstep: Class 24 contains 98257 members 
Mstep: Class 25 contains 89952 members 
Mstep: Class 26 contains 1077 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 85651 members 
Mstep: Class 29 contains 4819 members 
Mstep: Class 30 contains 74995 members 
Mstep: Class 31 contains 78444 members 
Mstep: Class 32 contains 4793 members 
Mstep: Class 33 contains 452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111753888.000000 Penalty: 73629.445312
Iteration 65Q: 34 clusters Score -1.117539e+08 nChanged 11038
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 849 members 
Mstep: Class 3 contains 14377 members 
Mstep: Class 4 contains 8185 members 
Mstep: Class 5 contains 9168 members 
Mstep: Class 6 contains 7744 members 
Mstep: Class 7 contains 1863 members 
Mstep: Class 8 contains 7578 members 
Mstep: Class 9 contains 4307 members 
Mstep: Class 10 contains 1671 members 
Mstep: Class 11 contains 13847 members 
Mstep: Class 12 contains 540 members 
Mstep: Class 13 contains 46927 members 
Mstep: Class 14 contains 62465 members 
Mstep: Class 15 contains 16779 members 
Mstep: Class 16 contains 7829 members 
Mstep: Class 17 contains 117213 members 
Mstep: Class 18 contains 4224 members 
Mstep: Class 19 contains 9668 members 
Mstep: Class 20 contains 50895 members 
Mstep: Class 21 contains 6562 members 
Mstep: Class 22 contains 677 members 
Mstep: Class 23 contains 79116 members 
Mstep: Class 24 contains 98942 members 
Mstep: Class 25 contains 88681 members 
Mstep: Class 26 contains 1076 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 87830 members 
Mstep: Class 29 contains 4823 members 
Mstep: Class 30 contains 74657 members 
Mstep: Class 31 contains 79397 members 
Mstep: Class 32 contains 4798 members 
Mstep: Class 33 contains 452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111754280.000000 Penalty: 73629.445312
Iteration 66Q: 34 clusters Score -1.117543e+08 nChanged 10171
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 847 members 
Mstep: Class 3 contains 14680 members 
Mstep: Class 4 contains 8373 members 
Mstep: Class 5 contains 9246 members 
Mstep: Class 6 contains 7732 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 7577 members 
Mstep: Class 9 contains 4338 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 13845 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 46704 members 
Mstep: Class 14 contains 62256 members 
Mstep: Class 15 contains 16785 members 
Mstep: Class 16 contains 7838 members 
Mstep: Class 17 contains 116352 members 
Mstep: Class 18 contains 4189 members 
Mstep: Class 19 contains 9697 members 
Mstep: Class 20 contains 50239 members 
Mstep: Class 21 contains 6570 members 
Mstep: Class 22 contains 680 members 
Mstep: Class 23 contains 78297 members 
Mstep: Class 24 contains 99662 members 
Mstep: Class 25 contains 87333 members 
Mstep: Class 26 contains 1076 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 90017 members 
Mstep: Class 29 contains 4827 members 
Mstep: Class 30 contains 74354 members 
Mstep: Class 31 contains 80372 members 
Mstep: Class 32 contains 4806 members 
Mstep: Class 33 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111755096.000000 Penalty: 73629.445312
Iteration 67Q: 34 clusters Score -1.117551e+08 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 845 members 
Mstep: Class 3 contains 14946 members 
Mstep: Class 4 contains 8544 members 
Mstep: Class 5 contains 9300 members 
Mstep: Class 6 contains 7727 members 
Mstep: Class 7 contains 1859 members 
Mstep: Class 8 contains 7563 members 
Mstep: Class 9 contains 4372 members 
Mstep: Class 10 contains 1633 members 
Mstep: Class 11 contains 13825 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 46523 members 
Mstep: Class 14 contains 62012 members 
Mstep: Class 15 contains 16803 members 
Mstep: Class 16 contains 7844 members 
Mstep: Class 17 contains 115512 members 
Mstep: Class 18 contains 4156 members 
Mstep: Class 19 contains 9731 members 
Mstep: Class 20 contains 49516 members 
Mstep: Class 21 contains 6584 members 
Mstep: Class 22 contains 681 members 
Mstep: Class 23 contains 77596 members 
Mstep: Class 24 contains 100390 members 
Mstep: Class 25 contains 85979 members 
Mstep: Class 26 contains 1077 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 92151 members 
Mstep: Class 29 contains 4828 members 
Mstep: Class 30 contains 74085 members 
Mstep: Class 31 contains 81365 members 
Mstep: Class 32 contains 4812 members 
Mstep: Class 33 contains 454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111755560.000000 Penalty: 73629.445312
Iteration 68Q: 34 clusters Score -1.117556e+08 nChanged 8959
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 840 members 
Mstep: Class 3 contains 15219 members 
Mstep: Class 4 contains 8718 members 
Mstep: Class 5 contains 9368 members 
Mstep: Class 6 contains 7722 members 
Mstep: Class 7 contains 1860 members 
Mstep: Class 8 contains 7558 members 
Mstep: Class 9 contains 4399 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13806 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 46359 members 
Mstep: Class 14 contains 61644 members 
Mstep: Class 15 contains 16812 members 
Mstep: Class 16 contains 7848 members 
Mstep: Class 17 contains 114685 members 
Mstep: Class 18 contains 4117 members 
Mstep: Class 19 contains 9750 members 
Mstep: Class 20 contains 48760 members 
Mstep: Class 21 contains 6603 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 77000 members 
Mstep: Class 24 contains 101071 members 
Mstep: Class 25 contains 84659 members 
Mstep: Class 26 contains 1080 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 94207 members 
Mstep: Class 29 contains 4832 members 
Mstep: Class 30 contains 73852 members 
Mstep: Class 31 contains 82413 members 
Mstep: Class 32 contains 4828 members 
Mstep: Class 33 contains 456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111755984.000000 Penalty: 73629.445312
Iteration 69Q: 34 clusters Score -1.11756e+08 nChanged 8557
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 838 members 
Mstep: Class 3 contains 15432 members 
Mstep: Class 4 contains 8891 members 
Mstep: Class 5 contains 9431 members 
Mstep: Class 6 contains 7713 members 
Mstep: Class 7 contains 1856 members 
Mstep: Class 8 contains 7540 members 
Mstep: Class 9 contains 4414 members 
Mstep: Class 10 contains 1584 members 
Mstep: Class 11 contains 13802 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 46234 members 
Mstep: Class 14 contains 61182 members 
Mstep: Class 15 contains 16805 members 
Mstep: Class 16 contains 7859 members 
Mstep: Class 17 contains 113996 members 
Mstep: Class 18 contains 4084 members 
Mstep: Class 19 contains 9763 members 
Mstep: Class 20 contains 47955 members 
Mstep: Class 21 contains 6621 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 76522 members 
Mstep: Class 24 contains 101729 members 
Mstep: Class 25 contains 83306 members 
Mstep: Class 26 contains 1078 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 96186 members 
Mstep: Class 29 contains 4839 members 
Mstep: Class 30 contains 73691 members 
Mstep: Class 31 contains 83472 members 
Mstep: Class 32 contains 4828 members 
Mstep: Class 33 contains 456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756112.000000 Penalty: 73629.445312
Iteration 70Q: 34 clusters Score -1.117561e+08 nChanged 8396
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 15605 members 
Mstep: Class 4 contains 9074 members 
Mstep: Class 5 contains 9459 members 
Mstep: Class 6 contains 7715 members 
Mstep: Class 7 contains 1859 members 
Mstep: Class 8 contains 7510 members 
Mstep: Class 9 contains 4442 members 
Mstep: Class 10 contains 1569 members 
Mstep: Class 11 contains 13797 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 46106 members 
Mstep: Class 14 contains 60649 members 
Mstep: Class 15 contains 16807 members 
Mstep: Class 16 contains 7868 members 
Mstep: Class 17 contains 113237 members 
Mstep: Class 18 contains 4053 members 
Mstep: Class 19 contains 9782 members 
Mstep: Class 20 contains 47144 members 
Mstep: Class 21 contains 6620 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 76150 members 
Mstep: Class 24 contains 102317 members 
Mstep: Class 25 contains 81967 members 
Mstep: Class 26 contains 1080 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 98222 members 
Mstep: Class 29 contains 4845 members 
Mstep: Class 30 contains 73607 members 
Mstep: Class 31 contains 84524 members 
Mstep: Class 32 contains 4838 members 
Mstep: Class 33 contains 456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756624.000000 Penalty: 73629.445312
Iteration 71Q: 34 clusters Score -1.117566e+08 nChanged 8328
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 15757 members 
Mstep: Class 4 contains 9269 members 
Mstep: Class 5 contains 9516 members 
Mstep: Class 6 contains 7711 members 
Mstep: Class 7 contains 1858 members 
Mstep: Class 8 contains 7480 members 
Mstep: Class 9 contains 4455 members 
Mstep: Class 10 contains 1543 members 
Mstep: Class 11 contains 13799 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 45999 members 
Mstep: Class 14 contains 60133 members 
Mstep: Class 15 contains 16808 members 
Mstep: Class 16 contains 7864 members 
Mstep: Class 17 contains 112537 members 
Mstep: Class 18 contains 4017 members 
Mstep: Class 19 contains 9798 members 
Mstep: Class 20 contains 46329 members 
Mstep: Class 21 contains 6627 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 75817 members 
Mstep: Class 24 contains 102780 members 
Mstep: Class 25 contains 80585 members 
Mstep: Class 26 contains 1082 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 100224 members 
Mstep: Class 29 contains 4850 members 
Mstep: Class 30 contains 73576 members 
Mstep: Class 31 contains 85605 members 
Mstep: Class 32 contains 4845 members 
Mstep: Class 33 contains 457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756792.000000 Penalty: 73629.445312
Iteration 72Q: 34 clusters Score -1.117568e+08 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 827 members 
Mstep: Class 3 contains 15895 members 
Mstep: Class 4 contains 9427 members 
Mstep: Class 5 contains 9587 members 
Mstep: Class 6 contains 7717 members 
Mstep: Class 7 contains 1858 members 
Mstep: Class 8 contains 7430 members 
Mstep: Class 9 contains 4472 members 
Mstep: Class 10 contains 1530 members 
Mstep: Class 11 contains 13799 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 45908 members 
Mstep: Class 14 contains 59606 members 
Mstep: Class 15 contains 16813 members 
Mstep: Class 16 contains 7858 members 
Mstep: Class 17 contains 111866 members 
Mstep: Class 18 contains 3986 members 
Mstep: Class 19 contains 9810 members 
Mstep: Class 20 contains 45505 members 
Mstep: Class 21 contains 6633 members 
Mstep: Class 22 contains 687 members 
Mstep: Class 23 contains 75614 members 
Mstep: Class 24 contains 103126 members 
Mstep: Class 25 contains 79215 members 
Mstep: Class 26 contains 1083 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 102199 members 
Mstep: Class 29 contains 4847 members 
Mstep: Class 30 contains 73576 members 
Mstep: Class 31 contains 86680 members 
Mstep: Class 32 contains 4849 members 
Mstep: Class 33 contains 457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757216.000000 Penalty: 73629.445312
Iteration 73Q: 34 clusters Score -1.117572e+08 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 823 members 
Mstep: Class 3 contains 16040 members 
Mstep: Class 4 contains 9614 members 
Mstep: Class 5 contains 9673 members 
Mstep: Class 6 contains 7727 members 
Mstep: Class 7 contains 1859 members 
Mstep: Class 8 contains 7379 members 
Mstep: Class 9 contains 4485 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 13798 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 45861 members 
Mstep: Class 14 contains 59053 members 
Mstep: Class 15 contains 16813 members 
Mstep: Class 16 contains 7858 members 
Mstep: Class 17 contains 111315 members 
Mstep: Class 18 contains 3956 members 
Mstep: Class 19 contains 9823 members 
Mstep: Class 20 contains 44617 members 
Mstep: Class 21 contains 6637 members 
Mstep: Class 22 contains 688 members 
Mstep: Class 23 contains 75453 members 
Mstep: Class 24 contains 103310 members 
Mstep: Class 25 contains 77855 members 
Mstep: Class 26 contains 1083 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 104077 members 
Mstep: Class 29 contains 4846 members 
Mstep: Class 30 contains 73580 members 
Mstep: Class 31 contains 87823 members 
Mstep: Class 32 contains 4859 members 
Mstep: Class 33 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111757320.000000 Penalty: 73629.445312
Iteration 74Q: 34 clusters Score -1.117573e+08 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 822 members 
Mstep: Class 3 contains 16173 members 
Mstep: Class 4 contains 9791 members 
Mstep: Class 5 contains 9729 members 
Mstep: Class 6 contains 7746 members 
Mstep: Class 7 contains 1857 members 
Mstep: Class 8 contains 7338 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 13804 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 45853 members 
Mstep: Class 14 contains 58460 members 
Mstep: Class 15 contains 16800 members 
Mstep: Class 16 contains 7861 members 
Mstep: Class 17 contains 110801 members 
Mstep: Class 18 contains 3932 members 
Mstep: Class 19 contains 9831 members 
Mstep: Class 20 contains 43678 members 
Mstep: Class 21 contains 6638 members 
Mstep: Class 22 contains 690 members 
Mstep: Class 23 contains 75300 members 
Mstep: Class 24 contains 103466 members 
Mstep: Class 25 contains 76516 members 
Mstep: Class 26 contains 1084 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 105811 members 
Mstep: Class 29 contains 4849 members 
Mstep: Class 30 contains 73660 members 
Mstep: Class 31 contains 89084 members 
Mstep: Class 32 contains 4858 members 
Mstep: Class 33 contains 457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756928.000000 Penalty: 73629.445312
Iteration 75Q: 34 clusters Score -1.117569e+08 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 822 members 
Mstep: Class 3 contains 16289 members 
Mstep: Class 4 contains 9944 members 
Mstep: Class 5 contains 9785 members 
Mstep: Class 6 contains 7760 members 
Mstep: Class 7 contains 1854 members 
Mstep: Class 8 contains 7302 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 13797 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 45832 members 
Mstep: Class 14 contains 57883 members 
Mstep: Class 15 contains 16785 members 
Mstep: Class 16 contains 7867 members 
Mstep: Class 17 contains 110286 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 9843 members 
Mstep: Class 20 contains 42667 members 
Mstep: Class 21 contains 6632 members 
Mstep: Class 22 contains 690 members 
Mstep: Class 23 contains 75190 members 
Mstep: Class 24 contains 103566 members 
Mstep: Class 25 contains 75236 members 
Mstep: Class 26 contains 1085 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 107535 members 
Mstep: Class 29 contains 4850 members 
Mstep: Class 30 contains 73779 members 
Mstep: Class 31 contains 90393 members 
Mstep: Class 32 contains 4859 members 
Mstep: Class 33 contains 457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756920.000000 Penalty: 73629.445312
Iteration 76Q: 34 clusters Score -1.117569e+08 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 821 members 
Mstep: Class 3 contains 16424 members 
Mstep: Class 4 contains 10084 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 7768 members 
Mstep: Class 7 contains 1852 members 
Mstep: Class 8 contains 7251 members 
Mstep: Class 9 contains 4518 members 
Mstep: Class 10 contains 1519 members 
Mstep: Class 11 contains 13796 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 45799 members 
Mstep: Class 14 contains 57336 members 
Mstep: Class 15 contains 16782 members 
Mstep: Class 16 contains 7874 members 
Mstep: Class 17 contains 109874 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 9845 members 
Mstep: Class 20 contains 41651 members 
Mstep: Class 21 contains 6636 members 
Mstep: Class 22 contains 690 members 
Mstep: Class 23 contains 75098 members 
Mstep: Class 24 contains 103600 members 
Mstep: Class 25 contains 74101 members 
Mstep: Class 26 contains 1084 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 109115 members 
Mstep: Class 29 contains 4852 members 
Mstep: Class 30 contains 73915 members 
Mstep: Class 31 contains 91624 members 
Mstep: Class 32 contains 4857 members 
Mstep: Class 33 contains 457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756384.000000 Penalty: 73629.445312
Iteration 77Q: 34 clusters Score -1.117564e+08 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 821 members 
Mstep: Class 3 contains 16555 members 
Mstep: Class 4 contains 10191 members 
Mstep: Class 5 contains 9890 members 
Mstep: Class 6 contains 7787 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 8 contains 7198 members 
Mstep: Class 9 contains 4527 members 
Mstep: Class 10 contains 1521 members 
Mstep: Class 11 contains 13793 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 45771 members 
Mstep: Class 14 contains 56873 members 
Mstep: Class 15 contains 16781 members 
Mstep: Class 16 contains 7884 members 
Mstep: Class 17 contains 109408 members 
Mstep: Class 18 contains 3862 members 
Mstep: Class 19 contains 9849 members 
Mstep: Class 20 contains 40696 members 
Mstep: Class 21 contains 6636 members 
Mstep: Class 22 contains 690 members 
Mstep: Class 23 contains 75036 members 
Mstep: Class 24 contains 103664 members 
Mstep: Class 25 contains 73083 members 
Mstep: Class 26 contains 1084 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 110670 members 
Mstep: Class 29 contains 4853 members 
Mstep: Class 30 contains 73977 members 
Mstep: Class 31 contains 92716 members 
Mstep: Class 32 contains 4850 members 
Mstep: Class 33 contains 457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111756064.000000 Penalty: 73629.445312
Iteration 78Q: 34 clusters Score -1.117561e+08 nChanged 6847
Entering ConstructFrom: 
Score: -111756064.000000 Penalty: 73629.445312
Entering ConstructFrom: 
Trying to split cluster 1 (4232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Entering Unmasked Estep 
Score: -487011.500000 Penalty: 1356.944824
	Iteration 0F: 2 clusters Score -487011.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -483441.375000 Penalty: 2713.889648
	Iteration 0F: 3 clusters Score -483441.4 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -484609.375000 Penalty: 2713.889648
	Iteration 1F: 3 clusters Score -484609.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -485049.250000 Penalty: 2713.889648
	Iteration 2F: 3 clusters Score -485049.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -485349.031250 Penalty: 2713.889648
	Iteration 3F: 3 clusters Score -485349 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -485573.250000 Penalty: 2713.889648
	Iteration 4F: 3 clusters Score -485573.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -485785.437500 Penalty: 2713.889648
	Iteration 5F: 3 clusters Score -485785.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -485945.437500 Penalty: 2713.889648
	Iteration 6F: 3 clusters Score -485945.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -486034.187500 Penalty: 2713.889648
	Iteration 7Q: 3 clusters Score -486034.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -486095.343750 Penalty: 2713.889648
	Iteration 8Q: 3 clusters Score -486095.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -486139.093750 Penalty: 2713.889648
	Iteration 9Q: 3 clusters Score -486139.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -486173.312500 Penalty: 2713.889648
	Iteration 10Q: 3 clusters Score -486173.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -486205.531250 Penalty: 2713.889648
	Iteration 11Q: 3 clusters Score -486205.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -486230.781250 Penalty: 2713.889648
	Iteration 12Q: 3 clusters Score -486230.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -486246.312500 Penalty: 2713.889648
	Iteration 13Q: 3 clusters Score -486246.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -486257.812500 Penalty: 2713.889648
	Iteration 14Q: 3 clusters Score -486257.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -486272.250000 Penalty: 2713.889648
	Iteration 15Q: 3 clusters Score -486272.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -486291.500000 Penalty: 2713.889648
	Iteration 16Q: 3 clusters Score -486291.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -486308.250000 Penalty: 2713.889648
	Iteration 17Q: 3 clusters Score -486308.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -486334.312500 Penalty: 2713.889648
	Iteration 18Q: 3 clusters Score -486334.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -486361.312500 Penalty: 2713.889648
	Iteration 19Q: 3 clusters Score -486361.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -486385.593750 Penalty: 2713.889648
	Iteration 20F: 3 clusters Score -486385.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -486404.687500 Penalty: 2713.889648
	Iteration 21Q: 3 clusters Score -486404.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -486417.062500 Penalty: 2713.889648
	Iteration 22Q: 3 clusters Score -486417.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -486432.593750 Penalty: 2713.889648
	Iteration 23Q: 3 clusters Score -486432.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -486444.437500 Penalty: 2713.889648
	Iteration 24Q: 3 clusters Score -486444.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -486453.500000 Penalty: 2713.889648
	Iteration 25Q: 3 clusters Score -486453.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -486463.937500 Penalty: 2713.889648
	Iteration 26Q: 3 clusters Score -486463.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -486468.906250 Penalty: 2713.889648
	Iteration 27Q: 3 clusters Score -486468.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -486471.593750 Penalty: 2713.889648
	Iteration 28Q: 3 clusters Score -486471.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -486474.156250 Penalty: 2713.889648
	Iteration 29Q: 3 clusters Score -486474.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -486478.937500 Penalty: 2713.889648
	Iteration 30Q: 3 clusters Score -486478.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -486482.375000 Penalty: 2713.889648
	Iteration 31Q: 3 clusters Score -486482.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -486486.468750 Penalty: 2713.889648
	Iteration 32Q: 3 clusters Score -486486.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -486493.093750 Penalty: 2713.889648
	Iteration 33Q: 3 clusters Score -486493.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -486494.656250 Penalty: 2713.889648
	Iteration 34Q: 3 clusters Score -486494.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -486496.843750 Penalty: 2713.889648
	Iteration 35Q: 3 clusters Score -486496.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -486498.187500 Penalty: 2713.889648
	Iteration 36Q: 3 clusters Score -486498.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -486499.531250 Penalty: 2713.889648
	Iteration 37Q: 3 clusters Score -486499.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -486502.625000 Penalty: 2713.889648
	Iteration 38Q: 3 clusters Score -486502.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -486504.437500 Penalty: 2713.889648
	Iteration 39Q: 3 clusters Score -486504.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -486504.656250 Penalty: 2713.889648
	Iteration 40F: 3 clusters Score -486504.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -486507.093750 Penalty: 2713.889648
	Iteration 41Q: 3 clusters Score -486507.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -486508.625000 Penalty: 2713.889648
	Iteration 42Q: 3 clusters Score -486508.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -486508.625000 Penalty: 2713.889648
	Iteration 43F: 3 clusters Score -486508.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -75762.835938 Penalty: 1090.459961
	Iteration 0F: 2 clusters Score -75762.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -74558.328125 Penalty: 2180.919922
	Iteration 0F: 3 clusters Score -74558.33 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -74974.328125 Penalty: 2180.919922
	Iteration 1F: 3 clusters Score -74974.33 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -75170.507812 Penalty: 2180.919922
	Iteration 2F: 3 clusters Score -75170.51 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -75280.265625 Penalty: 2180.919922
	Iteration 3F: 3 clusters Score -75280.27 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -75394.578125 Penalty: 2180.919922
	Iteration 4Q: 3 clusters Score -75394.58 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -75508.210938 Penalty: 2180.919922
	Iteration 5Q: 3 clusters Score -75508.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -75590.789062 Penalty: 2180.919922
	Iteration 6Q: 3 clusters Score -75590.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -75620.140625 Penalty: 2180.919922
	Iteration 7Q: 3 clusters Score -75620.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -75632.117188 Penalty: 2180.919922
	Iteration 8Q: 3 clusters Score -75632.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -75648.750000 Penalty: 2180.919922
	Iteration 9Q: 3 clusters Score -75648.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -75667.398438 Penalty: 2180.919922
	Iteration 10Q: 3 clusters Score -75667.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -75677.375000 Penalty: 2180.919922
	Iteration 11Q: 3 clusters Score -75677.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -75682.218750 Penalty: 2180.919922
	Iteration 12Q: 3 clusters Score -75682.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -75683.625000 Penalty: 2180.919922
	Iteration 13Q: 3 clusters Score -75683.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -75683.625000 Penalty: 2180.919922
	Iteration 14F: 3 clusters Score -75683.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Entering Unmasked Estep 
Score: -2121899.000000 Penalty: 1579.751221
	Iteration 0F: 2 clusters Score -2121899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2110419.250000 Penalty: 3159.502441
	Iteration 0F: 3 clusters Score -2110419 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2114508.000000 Penalty: 3159.502441
	Iteration 1F: 3 clusters Score -2114508 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2114800.750000 Penalty: 3159.502441
	Iteration 2F: 3 clusters Score -2114801 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2115045.500000 Penalty: 3159.502441
	Iteration 3Q: 3 clusters Score -2115046 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2115302.750000 Penalty: 3159.502441
	Iteration 4Q: 3 clusters Score -2115303 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2115548.500000 Penalty: 3159.502441
	Iteration 5Q: 3 clusters Score -2115548 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2115789.750000 Penalty: 3159.502441
	Iteration 6Q: 3 clusters Score -2115790 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -2116109.250000 Penalty: 3159.502441
	Iteration 7Q: 3 clusters Score -2116109 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -2116519.500000 Penalty: 3159.502441
	Iteration 8Q: 3 clusters Score -2116520 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -2117084.500000 Penalty: 3159.502441
	Iteration 9Q: 3 clusters Score -2117084 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2117733.000000 Penalty: 3159.502441
	Iteration 10F: 3 clusters Score -2117733 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2118284.750000 Penalty: 3159.502441
	Iteration 11Q: 3 clusters Score -2118285 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2118761.500000 Penalty: 3159.502441
	Iteration 12Q: 3 clusters Score -2118762 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2119098.500000 Penalty: 3159.502441
	Iteration 13Q: 3 clusters Score -2119098 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2119311.000000 Penalty: 3159.502441
	Iteration 14Q: 3 clusters Score -2119311 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2119522.750000 Penalty: 3159.502441
	Iteration 15Q: 3 clusters Score -2119523 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2119700.000000 Penalty: 3159.502441
	Iteration 16Q: 3 clusters Score -2119700 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2119838.750000 Penalty: 3159.502441
	Iteration 17Q: 3 clusters Score -2119839 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2119937.500000 Penalty: 3159.502441
	Iteration 18Q: 3 clusters Score -2119938 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2120018.500000 Penalty: 3159.502441
	Iteration 19Q: 3 clusters Score -2120018 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2120112.750000 Penalty: 3159.502441
	Iteration 20F: 3 clusters Score -2120113 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2120193.000000 Penalty: 3159.502441
	Iteration 21Q: 3 clusters Score -2120193 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2120256.250000 Penalty: 3159.502441
	Iteration 22Q: 3 clusters Score -2120256 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2120328.250000 Penalty: 3159.502441
	Iteration 23Q: 3 clusters Score -2120328 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2120377.250000 Penalty: 3159.502441
	Iteration 24Q: 3 clusters Score -2120377 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2120427.250000 Penalty: 3159.502441
	Iteration 25Q: 3 clusters Score -2120427 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2120457.000000 Penalty: 3159.502441
	Iteration 26Q: 3 clusters Score -2120457 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2120485.000000 Penalty: 3159.502441
	Iteration 27Q: 3 clusters Score -2120485 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2120509.000000 Penalty: 3159.502441
	Iteration 28Q: 3 clusters Score -2120509 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2120521.750000 Penalty: 3159.502441
	Iteration 29Q: 3 clusters Score -2120522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2120533.000000 Penalty: 3159.502441
	Iteration 30Q: 3 clusters Score -2120533 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2120551.500000 Penalty: 3159.502441
	Iteration 31Q: 3 clusters Score -2120552 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2120565.750000 Penalty: 3159.502441
	Iteration 32Q: 3 clusters Score -2120566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2120573.750000 Penalty: 3159.502441
	Iteration 33Q: 3 clusters Score -2120574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2120584.500000 Penalty: 3159.502441
	Iteration 34Q: 3 clusters Score -2120584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2120585.500000 Penalty: 3159.502441
	Iteration 35Q: 3 clusters Score -2120586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2120591.000000 Penalty: 3159.502441
	Iteration 36Q: 3 clusters Score -2120591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2120592.750000 Penalty: 3159.502441
	Iteration 37Q: 3 clusters Score -2120593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2120597.000000 Penalty: 3159.502441
	Iteration 38Q: 3 clusters Score -2120597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2120597.000000 Penalty: 3159.502441
	Iteration 39Q: 3 clusters Score -2120597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2120600.250000 Penalty: 3159.502441
	Iteration 40F: 3 clusters Score -2120600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2120602.750000 Penalty: 3159.502441
	Iteration 41Q: 3 clusters Score -2120603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2120604.500000 Penalty: 3159.502441
	Iteration 42Q: 3 clusters Score -2120604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2120607.250000 Penalty: 3159.502441
	Iteration 43Q: 3 clusters Score -2120607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2120607.250000 Penalty: 3159.502441
	Iteration 44Q: 3 clusters Score -2120607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2120608.750000 Penalty: 3159.502441
	Iteration 45Q: 3 clusters Score -2120609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2120608.000000 Penalty: 3159.502441
	Iteration 46Q: 3 clusters Score -2120608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2120608.000000 Penalty: 3159.502441
	Iteration 47F: 3 clusters Score -2120608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Entering Unmasked Estep 
Score: -1298363.500000 Penalty: 1501.057007
	Iteration 0F: 2 clusters Score -1298364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1290974.125000 Penalty: 3002.114014
	Iteration 0F: 3 clusters Score -1290974 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1293326.500000 Penalty: 3002.114014
	Iteration 1F: 3 clusters Score -1293326 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1293575.125000 Penalty: 3002.114014
	Iteration 2F: 3 clusters Score -1293575 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1293761.125000 Penalty: 3002.114014
	Iteration 3Q: 3 clusters Score -1293761 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1293925.500000 Penalty: 3002.114014
	Iteration 4Q: 3 clusters Score -1293926 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1294082.250000 Penalty: 3002.114014
	Iteration 5Q: 3 clusters Score -1294082 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1294271.750000 Penalty: 3002.114014
	Iteration 6Q: 3 clusters Score -1294272 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1294500.000000 Penalty: 3002.114014
	Iteration 7Q: 3 clusters Score -1294500 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1294742.125000 Penalty: 3002.114014
	Iteration 8Q: 3 clusters Score -1294742 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1295027.000000 Penalty: 3002.114014
	Iteration 9Q: 3 clusters Score -1295027 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1295351.625000 Penalty: 3002.114014
	Iteration 10Q: 3 clusters Score -1295352 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1295656.625000 Penalty: 3002.114014
	Iteration 11Q: 3 clusters Score -1295657 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1295924.750000 Penalty: 3002.114014
	Iteration 12Q: 3 clusters Score -1295925 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1296131.500000 Penalty: 3002.114014
	Iteration 13Q: 3 clusters Score -1296132 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1296272.625000 Penalty: 3002.114014
	Iteration 14Q: 3 clusters Score -1296273 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1296369.375000 Penalty: 3002.114014
	Iteration 15Q: 3 clusters Score -1296369 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1296439.500000 Penalty: 3002.114014
	Iteration 16Q: 3 clusters Score -1296440 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1296505.250000 Penalty: 3002.114014
	Iteration 17Q: 3 clusters Score -1296505 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1296560.500000 Penalty: 3002.114014
	Iteration 18Q: 3 clusters Score -1296560 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1296613.875000 Penalty: 3002.114014
	Iteration 19Q: 3 clusters Score -1296614 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1296647.500000 Penalty: 3002.114014
	Iteration 20F: 3 clusters Score -1296648 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1296685.625000 Penalty: 3002.114014
	Iteration 21Q: 3 clusters Score -1296686 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1296716.000000 Penalty: 3002.114014
	Iteration 22Q: 3 clusters Score -1296716 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1296745.500000 Penalty: 3002.114014
	Iteration 23Q: 3 clusters Score -1296746 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1296769.375000 Penalty: 3002.114014
	Iteration 24Q: 3 clusters Score -1296769 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1296794.125000 Penalty: 3002.114014
	Iteration 25Q: 3 clusters Score -1296794 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1296815.750000 Penalty: 3002.114014
	Iteration 26Q: 3 clusters Score -1296816 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1296843.750000 Penalty: 3002.114014
	Iteration 27Q: 3 clusters Score -1296844 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1296872.500000 Penalty: 3002.114014
	Iteration 28Q: 3 clusters Score -1296872 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1296895.875000 Penalty: 3002.114014
	Iteration 29Q: 3 clusters Score -1296896 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1296911.875000 Penalty: 3002.114014
	Iteration 30Q: 3 clusters Score -1296912 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1296925.625000 Penalty: 3002.114014
	Iteration 31Q: 3 clusters Score -1296926 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1296944.875000 Penalty: 3002.114014
	Iteration 32Q: 3 clusters Score -1296945 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1296956.500000 Penalty: 3002.114014
	Iteration 33Q: 3 clusters Score -1296956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1296968.250000 Penalty: 3002.114014
	Iteration 34Q: 3 clusters Score -1296968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1296981.625000 Penalty: 3002.114014
	Iteration 35Q: 3 clusters Score -1296982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1296988.875000 Penalty: 3002.114014
	Iteration 36Q: 3 clusters Score -1296989 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1296998.375000 Penalty: 3002.114014
	Iteration 37Q: 3 clusters Score -1296998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1297002.125000 Penalty: 3002.114014
	Iteration 38Q: 3 clusters Score -1297002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1297004.875000 Penalty: 3002.114014
	Iteration 39Q: 3 clusters Score -1297005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1297007.000000 Penalty: 3002.114014
	Iteration 40F: 3 clusters Score -1297007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1297007.500000 Penalty: 3002.114014
	Iteration 41Q: 3 clusters Score -1297008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1297009.625000 Penalty: 3002.114014
	Iteration 42Q: 3 clusters Score -1297010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1297012.375000 Penalty: 3002.114014
	Iteration 43Q: 3 clusters Score -1297012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1297013.375000 Penalty: 3002.114014
	Iteration 44Q: 3 clusters Score -1297013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1297015.125000 Penalty: 3002.114014
	Iteration 45Q: 3 clusters Score -1297015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1297014.375000 Penalty: 3002.114014
	Iteration 46Q: 3 clusters Score -1297014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1297014.625000 Penalty: 3002.114014
	Iteration 47Q: 3 clusters Score -1297015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1297014.000000 Penalty: 3002.114014
	Iteration 48Q: 3 clusters Score -1297014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1297014.000000 Penalty: 3002.114014
	Iteration 49F: 3 clusters Score -1297014 nChanged 0
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: -1158141.875000 Penalty: 1495.571533
	Iteration 0F: 2 clusters Score -1158142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1151081.000000 Penalty: 2991.143066
	Iteration 0F: 3 clusters Score -1151081 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1153480.250000 Penalty: 2991.143066
	Iteration 1F: 3 clusters Score -1153480 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1153802.500000 Penalty: 2991.143066
	Iteration 2F: 3 clusters Score -1153802 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1154050.500000 Penalty: 2991.143066
	Iteration 3F: 3 clusters Score -1154050 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1154289.500000 Penalty: 2991.143066
	Iteration 4Q: 3 clusters Score -1154290 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1154485.500000 Penalty: 2991.143066
	Iteration 5Q: 3 clusters Score -1154486 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1154669.375000 Penalty: 2991.143066
	Iteration 6Q: 3 clusters Score -1154669 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1154857.250000 Penalty: 2991.143066
	Iteration 7Q: 3 clusters Score -1154857 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1155022.500000 Penalty: 2991.143066
	Iteration 8Q: 3 clusters Score -1155022 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1155187.000000 Penalty: 2991.143066
	Iteration 9Q: 3 clusters Score -1155187 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1155319.000000 Penalty: 2991.143066
	Iteration 10Q: 3 clusters Score -1155319 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1155465.750000 Penalty: 2991.143066
	Iteration 11Q: 3 clusters Score -1155466 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1155625.250000 Penalty: 2991.143066
	Iteration 12Q: 3 clusters Score -1155625 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1155768.125000 Penalty: 2991.143066
	Iteration 13Q: 3 clusters Score -1155768 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1155921.000000 Penalty: 2991.143066
	Iteration 14Q: 3 clusters Score -1155921 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1156067.625000 Penalty: 2991.143066
	Iteration 15Q: 3 clusters Score -1156068 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1156213.250000 Penalty: 2991.143066
	Iteration 16Q: 3 clusters Score -1156213 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1156326.625000 Penalty: 2991.143066
	Iteration 17Q: 3 clusters Score -1156327 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1156457.000000 Penalty: 2991.143066
	Iteration 18Q: 3 clusters Score -1156457 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1156574.500000 Penalty: 2991.143066
	Iteration 19Q: 3 clusters Score -1156574 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1156674.500000 Penalty: 2991.143066
	Iteration 20F: 3 clusters Score -1156674 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1156755.125000 Penalty: 2991.143066
	Iteration 21Q: 3 clusters Score -1156755 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1156799.875000 Penalty: 2991.143066
	Iteration 22Q: 3 clusters Score -1156800 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1156833.000000 Penalty: 2991.143066
	Iteration 23Q: 3 clusters Score -1156833 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1156851.625000 Penalty: 2991.143066
	Iteration 24Q: 3 clusters Score -1156852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1156863.625000 Penalty: 2991.143066
	Iteration 25Q: 3 clusters Score -1156864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1156875.000000 Penalty: 2991.143066
	Iteration 26Q: 3 clusters Score -1156875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1156880.625000 Penalty: 2991.143066
	Iteration 27Q: 3 clusters Score -1156881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1156887.750000 Penalty: 2991.143066
	Iteration 28Q: 3 clusters Score -1156888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1156891.875000 Penalty: 2991.143066
	Iteration 29Q: 3 clusters Score -1156892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1156897.125000 Penalty: 2991.143066
	Iteration 30Q: 3 clusters Score -1156897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1156900.250000 Penalty: 2991.143066
	Iteration 31Q: 3 clusters Score -1156900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1156901.250000 Penalty: 2991.143066
	Iteration 32Q: 3 clusters Score -1156901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1156908.375000 Penalty: 2991.143066
	Iteration 33Q: 3 clusters Score -1156908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1156911.875000 Penalty: 2991.143066
	Iteration 34Q: 3 clusters Score -1156912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1156918.375000 Penalty: 2991.143066
	Iteration 35Q: 3 clusters Score -1156918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1156922.375000 Penalty: 2991.143066
	Iteration 36Q: 3 clusters Score -1156922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1156928.625000 Penalty: 2991.143066
	Iteration 37Q: 3 clusters Score -1156929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1156931.375000 Penalty: 2991.143066
	Iteration 38Q: 3 clusters Score -1156931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1156930.875000 Penalty: 2991.143066
	Iteration 39Q: 3 clusters Score -1156931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1156931.250000 Penalty: 2991.143066
	Iteration 40F: 3 clusters Score -1156931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1156932.375000 Penalty: 2991.143066
	Iteration 41Q: 3 clusters Score -1156932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1156931.625000 Penalty: 2991.143066
	Iteration 42Q: 3 clusters Score -1156932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1156935.125000 Penalty: 2991.143066
	Iteration 43Q: 3 clusters Score -1156935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1156936.125000 Penalty: 2991.143066
	Iteration 44Q: 3 clusters Score -1156936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1156938.875000 Penalty: 2991.143066
	Iteration 45Q: 3 clusters Score -1156939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1156938.500000 Penalty: 2991.143066
	Iteration 46Q: 3 clusters Score -1156938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1156938.750000 Penalty: 2991.143066
	Iteration 47Q: 3 clusters Score -1156939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1156940.250000 Penalty: 2991.143066
	Iteration 48Q: 3 clusters Score -1156940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1156940.500000 Penalty: 2991.143066
	Iteration 49Q: 3 clusters Score -1156940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1156940.500000 Penalty: 2991.143066
	Iteration 50F: 3 clusters Score -1156940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Entering Unmasked Estep 
Score: -945751.812500 Penalty: 1456.242798
	Iteration 0F: 2 clusters Score -945751.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -940074.687500 Penalty: 2912.485596
	Iteration 0F: 3 clusters Score -940074.7 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -941867.562500 Penalty: 2912.485596
	Iteration 1F: 3 clusters Score -941867.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -942074.562500 Penalty: 2912.485596
	Iteration 2F: 3 clusters Score -942074.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -942226.437500 Penalty: 2912.485596
	Iteration 3Q: 3 clusters Score -942226.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -942360.500000 Penalty: 2912.485596
	Iteration 4Q: 3 clusters Score -942360.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -942477.562500 Penalty: 2912.485596
	Iteration 5Q: 3 clusters Score -942477.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -942587.687500 Penalty: 2912.485596
	Iteration 6Q: 3 clusters Score -942587.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -942713.375000 Penalty: 2912.485596
	Iteration 7Q: 3 clusters Score -942713.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -942825.937500 Penalty: 2912.485596
	Iteration 8Q: 3 clusters Score -942825.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -942967.187500 Penalty: 2912.485596
	Iteration 9Q: 3 clusters Score -942967.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -943144.812500 Penalty: 2912.485596
	Iteration 10Q: 3 clusters Score -943144.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -943364.687500 Penalty: 2912.485596
	Iteration 11Q: 3 clusters Score -943364.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -943627.375000 Penalty: 2912.485596
	Iteration 12Q: 3 clusters Score -943627.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -943837.500000 Penalty: 2912.485596
	Iteration 13Q: 3 clusters Score -943837.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -944031.187500 Penalty: 2912.485596
	Iteration 14Q: 3 clusters Score -944031.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -944187.250000 Penalty: 2912.485596
	Iteration 15Q: 3 clusters Score -944187.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -944392.562500 Penalty: 2912.485596
	Iteration 16Q: 3 clusters Score -944392.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -944582.875000 Penalty: 2912.485596
	Iteration 17Q: 3 clusters Score -944582.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -944686.812500 Penalty: 2912.485596
	Iteration 18Q: 3 clusters Score -944686.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -944742.000000 Penalty: 2912.485596
	Iteration 19Q: 3 clusters Score -944742 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -944778.937500 Penalty: 2912.485596
	Iteration 20F: 3 clusters Score -944778.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -944809.250000 Penalty: 2912.485596
	Iteration 21Q: 3 clusters Score -944809.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -944845.312500 Penalty: 2912.485596
	Iteration 22Q: 3 clusters Score -944845.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -944877.562500 Penalty: 2912.485596
	Iteration 23Q: 3 clusters Score -944877.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -944900.437500 Penalty: 2912.485596
	Iteration 24Q: 3 clusters Score -944900.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -944923.750000 Penalty: 2912.485596
	Iteration 25Q: 3 clusters Score -944923.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -944944.937500 Penalty: 2912.485596
	Iteration 26Q: 3 clusters Score -944944.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -944961.500000 Penalty: 2912.485596
	Iteration 27Q: 3 clusters Score -944961.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -944977.812500 Penalty: 2912.485596
	Iteration 28Q: 3 clusters Score -944977.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -944998.187500 Penalty: 2912.485596
	Iteration 29Q: 3 clusters Score -944998.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -945013.000000 Penalty: 2912.485596
	Iteration 30Q: 3 clusters Score -945013 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -945024.437500 Penalty: 2912.485596
	Iteration 31Q: 3 clusters Score -945024.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -945029.812500 Penalty: 2912.485596
	Iteration 32Q: 3 clusters Score -945029.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -945034.812500 Penalty: 2912.485596
	Iteration 33Q: 3 clusters Score -945034.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -945038.000000 Penalty: 2912.485596
	Iteration 34Q: 3 clusters Score -945038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -945041.812500 Penalty: 2912.485596
	Iteration 35Q: 3 clusters Score -945041.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -945041.000000 Penalty: 2912.485596
	Iteration 36Q: 3 clusters Score -945041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -945044.125000 Penalty: 2912.485596
	Iteration 37Q: 3 clusters Score -945044.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -945042.562500 Penalty: 2912.485596
	Iteration 38Q: 3 clusters Score -945042.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -945045.187500 Penalty: 2912.485596
	Iteration 39Q: 3 clusters Score -945045.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -945045.937500 Penalty: 2912.485596
	Iteration 40F: 3 clusters Score -945045.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -945047.250000 Penalty: 2912.485596
	Iteration 41Q: 3 clusters Score -945047.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -945048.437500 Penalty: 2912.485596
	Iteration 42Q: 3 clusters Score -945048.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -945050.437500 Penalty: 2912.485596
	Iteration 43Q: 3 clusters Score -945050.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -945050.125000 Penalty: 2912.485596
	Iteration 44Q: 3 clusters Score -945050.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -945053.187500 Penalty: 2912.485596
	Iteration 45Q: 3 clusters Score -945053.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -945055.187500 Penalty: 2912.485596
	Iteration 46Q: 3 clusters Score -945055.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -945058.312500 Penalty: 2912.485596
	Iteration 47Q: 3 clusters Score -945058.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -945057.500000 Penalty: 2912.485596
	Iteration 48Q: 3 clusters Score -945057.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -945057.375000 Penalty: 2912.485596
	Iteration 49Q: 3 clusters Score -945057.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -945063.375000 Penalty: 2912.485596
	Iteration 50Q: 3 clusters Score -945063.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -945068.437500 Penalty: 2912.485596
	Iteration 51Q: 3 clusters Score -945068.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -945074.812500 Penalty: 2912.485596
	Iteration 52Q: 3 clusters Score -945074.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -945077.875000 Penalty: 2912.485596
	Iteration 53Q: 3 clusters Score -945077.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -945077.687500 Penalty: 2912.485596
	Iteration 54Q: 3 clusters Score -945077.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -945078.750000 Penalty: 2912.485596
	Iteration 55Q: 3 clusters Score -945078.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -945080.750000 Penalty: 2912.485596
	Iteration 56Q: 3 clusters Score -945080.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -945080.937500 Penalty: 2912.485596
	Iteration 57Q: 3 clusters Score -945080.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -945080.937500 Penalty: 2912.485596
	Iteration 58F: 3 clusters Score -945080.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Entering Unmasked Estep 
Score: -195265.828125 Penalty: 1222.477905
	Iteration 0F: 2 clusters Score -195265.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -193367.562500 Penalty: 2444.955811
	Iteration 0F: 3 clusters Score -193367.6 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -194129.828125 Penalty: 2444.955811
	Iteration 1F: 3 clusters Score -194129.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -194528.640625 Penalty: 2444.955811
	Iteration 2F: 3 clusters Score -194528.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -195036.656250 Penalty: 2444.955811
	Iteration 3F: 3 clusters Score -195036.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -195268.046875 Penalty: 2444.955811
	Iteration 4F: 3 clusters Score -195268 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -195478.812500 Penalty: 2444.955811
	Iteration 5F: 3 clusters Score -195478.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -195660.750000 Penalty: 2444.955811
	Iteration 6F: 3 clusters Score -195660.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -195786.531250 Penalty: 2444.955811
	Iteration 7Q: 3 clusters Score -195786.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -195853.625000 Penalty: 2444.955811
	Iteration 8Q: 3 clusters Score -195853.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -195937.203125 Penalty: 2444.955811
	Iteration 9Q: 3 clusters Score -195937.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -196006.687500 Penalty: 2444.955811
	Iteration 10Q: 3 clusters Score -196006.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -196089.812500 Penalty: 2444.955811
	Iteration 11Q: 3 clusters Score -196089.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -196196.843750 Penalty: 2444.955811
	Iteration 12Q: 3 clusters Score -196196.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -196276.281250 Penalty: 2444.955811
	Iteration 13Q: 3 clusters Score -196276.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -196362.359375 Penalty: 2444.955811
	Iteration 14Q: 3 clusters Score -196362.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -196433.421875 Penalty: 2444.955811
	Iteration 15Q: 3 clusters Score -196433.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -196476.828125 Penalty: 2444.955811
	Iteration 16Q: 3 clusters Score -196476.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -196507.328125 Penalty: 2444.955811
	Iteration 17Q: 3 clusters Score -196507.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -196524.234375 Penalty: 2444.955811
	Iteration 18Q: 3 clusters Score -196524.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -196539.000000 Penalty: 2444.955811
	Iteration 19Q: 3 clusters Score -196539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -196561.484375 Penalty: 2444.955811
	Iteration 20F: 3 clusters Score -196561.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -196603.140625 Penalty: 2444.955811
	Iteration 21Q: 3 clusters Score -196603.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -196622.656250 Penalty: 2444.955811
	Iteration 22Q: 3 clusters Score -196622.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -196646.406250 Penalty: 2444.955811
	Iteration 23Q: 3 clusters Score -196646.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -196679.109375 Penalty: 2444.955811
	Iteration 24Q: 3 clusters Score -196679.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -196716.218750 Penalty: 2444.955811
	Iteration 25Q: 3 clusters Score -196716.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -196766.921875 Penalty: 2444.955811
	Iteration 26Q: 3 clusters Score -196766.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -196800.750000 Penalty: 2444.955811
	Iteration 27Q: 3 clusters Score -196800.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -196820.562500 Penalty: 2444.955811
	Iteration 28Q: 3 clusters Score -196820.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -196837.500000 Penalty: 2444.955811
	Iteration 29Q: 3 clusters Score -196837.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -196843.687500 Penalty: 2444.955811
	Iteration 30Q: 3 clusters Score -196843.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -196856.218750 Penalty: 2444.955811
	Iteration 31Q: 3 clusters Score -196856.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -196865.656250 Penalty: 2444.955811
	Iteration 32Q: 3 clusters Score -196865.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -196876.625000 Penalty: 2444.955811
	Iteration 33Q: 3 clusters Score -196876.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -196883.046875 Penalty: 2444.955811
	Iteration 34Q: 3 clusters Score -196883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -196889.593750 Penalty: 2444.955811
	Iteration 35Q: 3 clusters Score -196889.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -196890.687500 Penalty: 2444.955811
	Iteration 36Q: 3 clusters Score -196890.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -196890.812500 Penalty: 2444.955811
	Iteration 37Q: 3 clusters Score -196890.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -196890.812500 Penalty: 2444.955811
	Iteration 38F: 3 clusters Score -196890.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 821 members 
Mstep: Class 3 contains 16673 members 
Mstep: Class 4 contains 10273 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 7797 members 
Mstep: Class 7 contains 740 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 4539 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 13803 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 45700 members 
Mstep: Class 14 contains 56468 members 
Mstep: Class 15 contains 16780 members 
Mstep: Class 16 contains 7890 members 
Mstep: Class 17 contains 109056 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 9851 members 
Mstep: Class 20 contains 39861 members 
Mstep: Class 21 contains 6642 members 
Mstep: Class 22 contains 690 members 
Mstep: Class 23 contains 74946 members 
Mstep: Class 24 contains 103708 members 
Mstep: Class 25 contains 72098 members 
Mstep: Class 26 contains 1084 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 112113 members 
Mstep: Class 29 contains 4856 members 
Mstep: Class 30 contains 74039 members 
Mstep: Class 31 contains 93712 members 
Mstep: Class 32 contains 4838 members 
Mstep: Class 33 contains 457 members 
Mstep: Class 34 contains 1110 members 
Entering Unmasked Estep 
Score: -111756304.000000 Penalty: 75860.640625
Splitting cluster 7 changes total score from -111756064.000000 to -111756304.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 8 (7149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Entering Unmasked Estep 
Score: -833423.937500 Penalty: 1442.143311
	Iteration 0F: 2 clusters Score -833423.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -828087.812500 Penalty: 2884.286621
	Iteration 0F: 3 clusters Score -828087.8 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -829881.437500 Penalty: 2884.286621
	Iteration 1F: 3 clusters Score -829881.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -830296.312500 Penalty: 2884.286621
	Iteration 2F: 3 clusters Score -830296.3 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -830744.750000 Penalty: 2884.286621
	Iteration 3F: 3 clusters Score -830744.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -831103.187500 Penalty: 2884.286621
	Iteration 4F: 3 clusters Score -831103.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -831358.750000 Penalty: 2884.286621
	Iteration 5F: 3 clusters Score -831358.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -831532.937500 Penalty: 2884.286621
	Iteration 6Q: 3 clusters Score -831532.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -831736.000000 Penalty: 2884.286621
	Iteration 7Q: 3 clusters Score -831736 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -832016.812500 Penalty: 2884.286621
	Iteration 8Q: 3 clusters Score -832016.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -832357.687500 Penalty: 2884.286621
	Iteration 9F: 3 clusters Score -832357.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -832628.500000 Penalty: 2884.286621
	Iteration 10F: 3 clusters Score -832628.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -832854.687500 Penalty: 2884.286621
	Iteration 11Q: 3 clusters Score -832854.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -832960.000000 Penalty: 2884.286621
	Iteration 12Q: 3 clusters Score -832960 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -833022.937500 Penalty: 2884.286621
	Iteration 13Q: 3 clusters Score -833022.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -833063.250000 Penalty: 2884.286621
	Iteration 14Q: 3 clusters Score -833063.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -833087.812500 Penalty: 2884.286621
	Iteration 15Q: 3 clusters Score -833087.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -833110.750000 Penalty: 2884.286621
	Iteration 16Q: 3 clusters Score -833110.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -833127.187500 Penalty: 2884.286621
	Iteration 17Q: 3 clusters Score -833127.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -833138.562500 Penalty: 2884.286621
	Iteration 18Q: 3 clusters Score -833138.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -833150.312500 Penalty: 2884.286621
	Iteration 19Q: 3 clusters Score -833150.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -833159.062500 Penalty: 2884.286621
	Iteration 20F: 3 clusters Score -833159.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -833169.000000 Penalty: 2884.286621
	Iteration 21Q: 3 clusters Score -833169 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -833176.250000 Penalty: 2884.286621
	Iteration 22Q: 3 clusters Score -833176.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -833186.687500 Penalty: 2884.286621
	Iteration 23Q: 3 clusters Score -833186.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -833189.937500 Penalty: 2884.286621
	Iteration 24Q: 3 clusters Score -833189.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -833196.312500 Penalty: 2884.286621
	Iteration 25Q: 3 clusters Score -833196.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -833197.812500 Penalty: 2884.286621
	Iteration 26Q: 3 clusters Score -833197.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -833200.187500 Penalty: 2884.286621
	Iteration 27Q: 3 clusters Score -833200.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -833202.750000 Penalty: 2884.286621
	Iteration 28Q: 3 clusters Score -833202.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -833205.375000 Penalty: 2884.286621
	Iteration 29Q: 3 clusters Score -833205.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -833204.250000 Penalty: 2884.286621
	Iteration 30Q: 3 clusters Score -833204.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -833204.875000 Penalty: 2884.286621
	Iteration 31Q: 3 clusters Score -833204.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -833205.937500 Penalty: 2884.286621
	Iteration 32Q: 3 clusters Score -833205.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -833205.750000 Penalty: 2884.286621
	Iteration 33Q: 3 clusters Score -833205.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -833205.750000 Penalty: 2884.286621
	Iteration 34F: 3 clusters Score -833205.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Entering Unmasked Estep 
Score: -547766.187500 Penalty: 1368.325073
	Iteration 0F: 2 clusters Score -547766.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -544132.937500 Penalty: 2736.650146
	Iteration 0F: 3 clusters Score -544132.9 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -545221.187500 Penalty: 2736.650146
	Iteration 1F: 3 clusters Score -545221.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -545584.937500 Penalty: 2736.650146
	Iteration 2F: 3 clusters Score -545584.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -546015.125000 Penalty: 2736.650146
	Iteration 3F: 3 clusters Score -546015.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -546526.000000 Penalty: 2736.650146
	Iteration 4F: 3 clusters Score -546526 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -546936.937500 Penalty: 2736.650146
	Iteration 5F: 3 clusters Score -546936.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -547205.375000 Penalty: 2736.650146
	Iteration 6F: 3 clusters Score -547205.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -547344.750000 Penalty: 2736.650146
	Iteration 7Q: 3 clusters Score -547344.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -547416.875000 Penalty: 2736.650146
	Iteration 8Q: 3 clusters Score -547416.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -547451.750000 Penalty: 2736.650146
	Iteration 9Q: 3 clusters Score -547451.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -547472.562500 Penalty: 2736.650146
	Iteration 10Q: 3 clusters Score -547472.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -547478.437500 Penalty: 2736.650146
	Iteration 11Q: 3 clusters Score -547478.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -547483.312500 Penalty: 2736.650146
	Iteration 12Q: 3 clusters Score -547483.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -547487.937500 Penalty: 2736.650146
	Iteration 13Q: 3 clusters Score -547487.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -547493.000000 Penalty: 2736.650146
	Iteration 14Q: 3 clusters Score -547493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -547496.125000 Penalty: 2736.650146
	Iteration 15Q: 3 clusters Score -547496.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -547499.312500 Penalty: 2736.650146
	Iteration 16Q: 3 clusters Score -547499.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -547500.875000 Penalty: 2736.650146
	Iteration 17Q: 3 clusters Score -547500.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -547503.812500 Penalty: 2736.650146
	Iteration 18Q: 3 clusters Score -547503.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -547506.187500 Penalty: 2736.650146
	Iteration 19Q: 3 clusters Score -547506.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -547508.312500 Penalty: 2736.650146
	Iteration 20F: 3 clusters Score -547508.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -547508.812500 Penalty: 2736.650146
	Iteration 21Q: 3 clusters Score -547508.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -547509.125000 Penalty: 2736.650146
	Iteration 22Q: 3 clusters Score -547509.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -547510.562500 Penalty: 2736.650146
	Iteration 23Q: 3 clusters Score -547510.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -547510.125000 Penalty: 2736.650146
	Iteration 24Q: 3 clusters Score -547510.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -547510.125000 Penalty: 2736.650146
	Iteration 25F: 3 clusters Score -547510.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Entering Unmasked Estep 
Score: -188494.500000 Penalty: 1190.977783
	Iteration 0F: 2 clusters Score -188494.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -186676.953125 Penalty: 2381.955566
	Iteration 0F: 3 clusters Score -186677 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -187024.937500 Penalty: 2381.955566
	Iteration 1F: 3 clusters Score -187024.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -187115.906250 Penalty: 2381.955566
	Iteration 2F: 3 clusters Score -187115.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -187165.843750 Penalty: 2381.955566
	Iteration 3Q: 3 clusters Score -187165.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -187203.250000 Penalty: 2381.955566
	Iteration 4Q: 3 clusters Score -187203.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -187240.343750 Penalty: 2381.955566
	Iteration 5Q: 3 clusters Score -187240.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -187260.968750 Penalty: 2381.955566
	Iteration 6Q: 3 clusters Score -187261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -187276.421875 Penalty: 2381.955566
	Iteration 7Q: 3 clusters Score -187276.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -187292.421875 Penalty: 2381.955566
	Iteration 8Q: 3 clusters Score -187292.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -187301.640625 Penalty: 2381.955566
	Iteration 9Q: 3 clusters Score -187301.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -187310.187500 Penalty: 2381.955566
	Iteration 10Q: 3 clusters Score -187310.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -187312.687500 Penalty: 2381.955566
	Iteration 11Q: 3 clusters Score -187312.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -187318.093750 Penalty: 2381.955566
	Iteration 12Q: 3 clusters Score -187318.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -187323.359375 Penalty: 2381.955566
	Iteration 13Q: 3 clusters Score -187323.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -187328.656250 Penalty: 2381.955566
	Iteration 14Q: 3 clusters Score -187328.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -187336.500000 Penalty: 2381.955566
	Iteration 15Q: 3 clusters Score -187336.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -187343.187500 Penalty: 2381.955566
	Iteration 16Q: 3 clusters Score -187343.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -187356.796875 Penalty: 2381.955566
	Iteration 17Q: 3 clusters Score -187356.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -187365.562500 Penalty: 2381.955566
	Iteration 18Q: 3 clusters Score -187365.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -187373.234375 Penalty: 2381.955566
	Iteration 19Q: 3 clusters Score -187373.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -187379.734375 Penalty: 2381.955566
	Iteration 20F: 3 clusters Score -187379.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -187391.796875 Penalty: 2381.955566
	Iteration 21Q: 3 clusters Score -187391.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -187409.515625 Penalty: 2381.955566
	Iteration 22Q: 3 clusters Score -187409.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -187436.375000 Penalty: 2381.955566
	Iteration 23Q: 3 clusters Score -187436.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -187463.218750 Penalty: 2381.955566
	Iteration 24Q: 3 clusters Score -187463.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -187523.593750 Penalty: 2381.955566
	Iteration 25Q: 3 clusters Score -187523.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -187579.875000 Penalty: 2381.955566
	Iteration 26Q: 3 clusters Score -187579.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -187644.109375 Penalty: 2381.955566
	Iteration 27Q: 3 clusters Score -187644.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -187699.765625 Penalty: 2381.955566
	Iteration 28Q: 3 clusters Score -187699.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -187743.265625 Penalty: 2381.955566
	Iteration 29Q: 3 clusters Score -187743.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -187783.609375 Penalty: 2381.955566
	Iteration 30Q: 3 clusters Score -187783.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -187814.531250 Penalty: 2381.955566
	Iteration 31Q: 3 clusters Score -187814.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -187840.593750 Penalty: 2381.955566
	Iteration 32Q: 3 clusters Score -187840.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -187864.359375 Penalty: 2381.955566
	Iteration 33Q: 3 clusters Score -187864.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -187894.312500 Penalty: 2381.955566
	Iteration 34Q: 3 clusters Score -187894.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -187923.375000 Penalty: 2381.955566
	Iteration 35Q: 3 clusters Score -187923.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -187946.828125 Penalty: 2381.955566
	Iteration 36Q: 3 clusters Score -187946.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -187972.578125 Penalty: 2381.955566
	Iteration 37Q: 3 clusters Score -187972.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -188002.781250 Penalty: 2381.955566
	Iteration 38Q: 3 clusters Score -188002.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -188028.156250 Penalty: 2381.955566
	Iteration 39Q: 3 clusters Score -188028.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -188047.625000 Penalty: 2381.955566
	Iteration 40F: 3 clusters Score -188047.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -188067.000000 Penalty: 2381.955566
	Iteration 41Q: 3 clusters Score -188067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -188077.796875 Penalty: 2381.955566
	Iteration 42Q: 3 clusters Score -188077.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -188087.468750 Penalty: 2381.955566
	Iteration 43Q: 3 clusters Score -188087.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -188099.937500 Penalty: 2381.955566
	Iteration 44Q: 3 clusters Score -188099.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -188110.828125 Penalty: 2381.955566
	Iteration 45Q: 3 clusters Score -188110.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -188116.750000 Penalty: 2381.955566
	Iteration 46Q: 3 clusters Score -188116.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -188120.796875 Penalty: 2381.955566
	Iteration 47Q: 3 clusters Score -188120.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -188124.343750 Penalty: 2381.955566
	Iteration 48Q: 3 clusters Score -188124.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -188130.421875 Penalty: 2381.955566
	Iteration 49Q: 3 clusters Score -188130.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -188140.812500 Penalty: 2381.955566
	Iteration 50Q: 3 clusters Score -188140.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -188150.609375 Penalty: 2381.955566
	Iteration 51Q: 3 clusters Score -188150.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -188163.984375 Penalty: 2381.955566
	Iteration 52Q: 3 clusters Score -188164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -188177.375000 Penalty: 2381.955566
	Iteration 53Q: 3 clusters Score -188177.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -188196.281250 Penalty: 2381.955566
	Iteration 54Q: 3 clusters Score -188196.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -188225.000000 Penalty: 2381.955566
	Iteration 55Q: 3 clusters Score -188225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -188250.609375 Penalty: 2381.955566
	Iteration 56Q: 3 clusters Score -188250.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -188265.546875 Penalty: 2381.955566
	Iteration 57Q: 3 clusters Score -188265.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -188283.468750 Penalty: 2381.955566
	Iteration 58Q: 3 clusters Score -188283.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -188295.593750 Penalty: 2381.955566
	Iteration 59Q: 3 clusters Score -188295.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -188310.671875 Penalty: 2381.955566
	Iteration 60F: 3 clusters Score -188310.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -188320.937500 Penalty: 2381.955566
	Iteration 61Q: 3 clusters Score -188320.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -188326.343750 Penalty: 2381.955566
	Iteration 62Q: 3 clusters Score -188326.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -188328.750000 Penalty: 2381.955566
	Iteration 63Q: 3 clusters Score -188328.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -188328.750000 Penalty: 2381.955566
	Iteration 64F: 3 clusters Score -188328.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Entering Unmasked Estep 
Score: -1718258.000000 Penalty: 1549.054199
	Iteration 0F: 2 clusters Score -1718258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1708668.250000 Penalty: 3098.108398
	Iteration 0F: 3 clusters Score -1708668 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1712014.250000 Penalty: 3098.108398
	Iteration 1F: 3 clusters Score -1712014 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1712506.750000 Penalty: 3098.108398
	Iteration 2F: 3 clusters Score -1712507 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1713192.625000 Penalty: 3098.108398
	Iteration 3F: 3 clusters Score -1713193 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1714059.000000 Penalty: 3098.108398
	Iteration 4F: 3 clusters Score -1714059 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1714951.500000 Penalty: 3098.108398
	Iteration 5F: 3 clusters Score -1714952 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1715802.000000 Penalty: 3098.108398
	Iteration 6F: 3 clusters Score -1715802 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1716473.500000 Penalty: 3098.108398
	Iteration 7F: 3 clusters Score -1716474 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1716889.500000 Penalty: 3098.108398
	Iteration 8Q: 3 clusters Score -1716890 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1717101.250000 Penalty: 3098.108398
	Iteration 9Q: 3 clusters Score -1717101 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1717260.500000 Penalty: 3098.108398
	Iteration 10Q: 3 clusters Score -1717260 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1717374.250000 Penalty: 3098.108398
	Iteration 11Q: 3 clusters Score -1717374 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1717470.250000 Penalty: 3098.108398
	Iteration 12Q: 3 clusters Score -1717470 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1717539.000000 Penalty: 3098.108398
	Iteration 13Q: 3 clusters Score -1717539 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1717586.500000 Penalty: 3098.108398
	Iteration 14Q: 3 clusters Score -1717586 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1717631.000000 Penalty: 3098.108398
	Iteration 15Q: 3 clusters Score -1717631 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1717671.625000 Penalty: 3098.108398
	Iteration 16Q: 3 clusters Score -1717672 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1717715.250000 Penalty: 3098.108398
	Iteration 17Q: 3 clusters Score -1717715 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1717744.375000 Penalty: 3098.108398
	Iteration 18Q: 3 clusters Score -1717744 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1717777.250000 Penalty: 3098.108398
	Iteration 19Q: 3 clusters Score -1717777 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1717801.500000 Penalty: 3098.108398
	Iteration 20F: 3 clusters Score -1717802 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1717812.250000 Penalty: 3098.108398
	Iteration 21Q: 3 clusters Score -1717812 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1717816.750000 Penalty: 3098.108398
	Iteration 22Q: 3 clusters Score -1717817 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1717826.750000 Penalty: 3098.108398
	Iteration 23Q: 3 clusters Score -1717827 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1717841.125000 Penalty: 3098.108398
	Iteration 24Q: 3 clusters Score -1717841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1717847.750000 Penalty: 3098.108398
	Iteration 25Q: 3 clusters Score -1717848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1717855.500000 Penalty: 3098.108398
	Iteration 26Q: 3 clusters Score -1717856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1717867.875000 Penalty: 3098.108398
	Iteration 27Q: 3 clusters Score -1717868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1717875.500000 Penalty: 3098.108398
	Iteration 28Q: 3 clusters Score -1717876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1717876.000000 Penalty: 3098.108398
	Iteration 29Q: 3 clusters Score -1717876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1717881.500000 Penalty: 3098.108398
	Iteration 30Q: 3 clusters Score -1717882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1717881.875000 Penalty: 3098.108398
	Iteration 31Q: 3 clusters Score -1717882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1717894.250000 Penalty: 3098.108398
	Iteration 32Q: 3 clusters Score -1717894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1717900.625000 Penalty: 3098.108398
	Iteration 33Q: 3 clusters Score -1717901 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1717908.000000 Penalty: 3098.108398
	Iteration 34Q: 3 clusters Score -1717908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1717911.125000 Penalty: 3098.108398
	Iteration 35Q: 3 clusters Score -1717911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1717912.000000 Penalty: 3098.108398
	Iteration 36Q: 3 clusters Score -1717912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1717916.000000 Penalty: 3098.108398
	Iteration 37Q: 3 clusters Score -1717916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1717914.625000 Penalty: 3098.108398
	Iteration 38Q: 3 clusters Score -1717915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1717917.750000 Penalty: 3098.108398
	Iteration 39Q: 3 clusters Score -1717918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1717918.500000 Penalty: 3098.108398
	Iteration 40F: 3 clusters Score -1717918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1717920.125000 Penalty: 3098.108398
	Iteration 41Q: 3 clusters Score -1717920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1717920.625000 Penalty: 3098.108398
	Iteration 42Q: 3 clusters Score -1717921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1717919.125000 Penalty: 3098.108398
	Iteration 43Q: 3 clusters Score -1717919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1717921.875000 Penalty: 3098.108398
	Iteration 44Q: 3 clusters Score -1717922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1717922.500000 Penalty: 3098.108398
	Iteration 45Q: 3 clusters Score -1717922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1717920.500000 Penalty: 3098.108398
	Iteration 46Q: 3 clusters Score -1717920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1717921.500000 Penalty: 3098.108398
	Iteration 47Q: 3 clusters Score -1717922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1717923.875000 Penalty: 3098.108398
	Iteration 48Q: 3 clusters Score -1717924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1717923.750000 Penalty: 3098.108398
	Iteration 49Q: 3 clusters Score -1717924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1717927.625000 Penalty: 3098.108398
	Iteration 50Q: 3 clusters Score -1717928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1717929.875000 Penalty: 3098.108398
	Iteration 51Q: 3 clusters Score -1717930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1717929.875000 Penalty: 3098.108398
	Iteration 52F: 3 clusters Score -1717930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -40009.902344 Penalty: 1021.474670
	Iteration 0F: 2 clusters Score -40009.9 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 253 members 
Entering Unmasked Estep 
Score: -39071.250000 Penalty: 2042.949341
	Iteration 0F: 3 clusters Score -39071.25 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -39844.160156 Penalty: 2042.949341
	Iteration 1F: 3 clusters Score -39844.16 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -40223.027344 Penalty: 2042.949341
	Iteration 2F: 3 clusters Score -40223.03 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -40400.800781 Penalty: 2042.949341
	Iteration 3F: 3 clusters Score -40400.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -40503.109375 Penalty: 2042.949341
	Iteration 4Q: 3 clusters Score -40503.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -40574.277344 Penalty: 2042.949341
	Iteration 5Q: 3 clusters Score -40574.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -40596.035156 Penalty: 2042.949341
	Iteration 6Q: 3 clusters Score -40596.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -40599.855469 Penalty: 2042.949341
	Iteration 7Q: 3 clusters Score -40599.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -40603.324219 Penalty: 2042.949341
	Iteration 8Q: 3 clusters Score -40603.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -40620.082031 Penalty: 2042.949341
	Iteration 9Q: 3 clusters Score -40620.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -40620.238281 Penalty: 2042.949341
	Iteration 10Q: 3 clusters Score -40620.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -40625.128906 Penalty: 2042.949341
	Iteration 11F: 3 clusters Score -40625.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -40652.617188 Penalty: 2042.949341
	Iteration 12Q: 3 clusters Score -40652.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -40668.359375 Penalty: 2042.949341
	Iteration 13Q: 3 clusters Score -40668.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -40670.550781 Penalty: 2042.949341
	Iteration 14Q: 3 clusters Score -40670.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -40670.550781 Penalty: 2042.949341
	Iteration 15F: 3 clusters Score -40670.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 821 members 
Mstep: Class 3 contains 16673 members 
Mstep: Class 4 contains 10273 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 7797 members 
Mstep: Class 7 contains 740 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 4539 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 13803 members 
Mstep: Class 12 contains 254 members 
Mstep: Class 13 contains 45700 members 
Mstep: Class 14 contains 56468 members 
Mstep: Class 15 contains 16780 members 
Mstep: Class 16 contains 7890 members 
Mstep: Class 17 contains 109056 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 9851 members 
Mstep: Class 20 contains 39861 members 
Mstep: Class 21 contains 6642 members 
Mstep: Class 22 contains 690 members 
Mstep: Class 23 contains 74946 members 
Mstep: Class 24 contains 103708 members 
Mstep: Class 25 contains 72098 members 
Mstep: Class 26 contains 1084 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 112113 members 
Mstep: Class 29 contains 4856 members 
Mstep: Class 30 contains 74039 members 
Mstep: Class 31 contains 93712 members 
Mstep: Class 32 contains 4838 members 
Mstep: Class 33 contains 457 members 
Mstep: Class 34 contains 1110 members 
Mstep: Class 35 contains 283 members 
Entering Unmasked Estep 
Score: -111755808.000000 Penalty: 78091.835938
Splitting cluster 12 changes total score from -111756064.000000 to -111755808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (45700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45700 members 
Entering Unmasked Estep 
Score: -5683117.500000 Penalty: 1743.601196
	Iteration 0F: 2 clusters Score -5683118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -5652535.500000 Penalty: 3487.202393
	Iteration 0F: 3 clusters Score -5652536 nChanged 21395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -5664557.000000 Penalty: 3487.202393
	Iteration 1F: 3 clusters Score -5664557 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -5665252.000000 Penalty: 3487.202393
	Iteration 2Q: 3 clusters Score -5665252 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -5666236.000000 Penalty: 3487.202393
	Iteration 3Q: 3 clusters Score -5666236 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -5667665.000000 Penalty: 3487.202393
	Iteration 4F: 3 clusters Score -5667665 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -5669438.000000 Penalty: 3487.202393
	Iteration 5F: 3 clusters Score -5669438 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -5671591.000000 Penalty: 3487.202393
	Iteration 6F: 3 clusters Score -5671591 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -5674073.500000 Penalty: 3487.202393
	Iteration 7F: 3 clusters Score -5674074 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -5676514.500000 Penalty: 3487.202393
	Iteration 8F: 3 clusters Score -5676514 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -5678607.000000 Penalty: 3487.202393
	Iteration 9F: 3 clusters Score -5678607 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -5680027.000000 Penalty: 3487.202393
	Iteration 10Q: 3 clusters Score -5680027 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -5680850.500000 Penalty: 3487.202393
	Iteration 11Q: 3 clusters Score -5680850 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5681234.000000 Penalty: 3487.202393
	Iteration 12Q: 3 clusters Score -5681234 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45147 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5681436.000000 Penalty: 3487.202393
	Iteration 13Q: 3 clusters Score -5681436 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45255 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5681534.500000 Penalty: 3487.202393
	Iteration 14Q: 3 clusters Score -5681534 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5681581.000000 Penalty: 3487.202393
	Iteration 15Q: 3 clusters Score -5681581 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45342 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5681606.000000 Penalty: 3487.202393
	Iteration 16Q: 3 clusters Score -5681606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5681623.500000 Penalty: 3487.202393
	Iteration 17Q: 3 clusters Score -5681624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45374 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5681642.000000 Penalty: 3487.202393
	Iteration 18Q: 3 clusters Score -5681642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5681647.000000 Penalty: 3487.202393
	Iteration 19Q: 3 clusters Score -5681647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5681649.000000 Penalty: 3487.202393
	Iteration 20F: 3 clusters Score -5681649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5681659.000000 Penalty: 3487.202393
	Iteration 21Q: 3 clusters Score -5681659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5681667.500000 Penalty: 3487.202393
	Iteration 22Q: 3 clusters Score -5681668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5681666.500000 Penalty: 3487.202393
	Iteration 23Q: 3 clusters Score -5681666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5681671.000000 Penalty: 3487.202393
	Iteration 24Q: 3 clusters Score -5681671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5681672.000000 Penalty: 3487.202393
	Iteration 25Q: 3 clusters Score -5681672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5681674.000000 Penalty: 3487.202393
	Iteration 26Q: 3 clusters Score -5681674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5681675.500000 Penalty: 3487.202393
	Iteration 27Q: 3 clusters Score -5681676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5681674.000000 Penalty: 3487.202393
	Iteration 28Q: 3 clusters Score -5681674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5681676.000000 Penalty: 3487.202393
	Iteration 29Q: 3 clusters Score -5681676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5681680.500000 Penalty: 3487.202393
	Iteration 30Q: 3 clusters Score -5681680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5681678.500000 Penalty: 3487.202393
	Iteration 31Q: 3 clusters Score -5681678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5681678.500000 Penalty: 3487.202393
	Iteration 32F: 3 clusters Score -5681678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56468 members 
Entering Unmasked Estep 
Score: -6881555.500000 Penalty: 1777.982178
	Iteration 0F: 2 clusters Score -6881556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -6843840.000000 Penalty: 3555.964355
	Iteration 0F: 3 clusters Score -6843840 nChanged 26722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -6859303.000000 Penalty: 3555.964355
	Iteration 1F: 3 clusters Score -6859303 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -6860126.500000 Penalty: 3555.964355
	Iteration 2Q: 3 clusters Score -6860126 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -6861215.500000 Penalty: 3555.964355
	Iteration 3Q: 3 clusters Score -6861216 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -6862655.500000 Penalty: 3555.964355
	Iteration 4F: 3 clusters Score -6862656 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -6864570.500000 Penalty: 3555.964355
	Iteration 5F: 3 clusters Score -6864570 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -6867260.500000 Penalty: 3555.964355
	Iteration 6F: 3 clusters Score -6867260 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -6870585.500000 Penalty: 3555.964355
	Iteration 7F: 3 clusters Score -6870586 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 48450 members 
Entering Unmasked Estep 
Score: -6873777.500000 Penalty: 3555.964355
	Iteration 8F: 3 clusters Score -6873778 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 51410 members 
Entering Unmasked Estep 
Score: -6876327.000000 Penalty: 3555.964355
	Iteration 9F: 3 clusters Score -6876327 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 53475 members 
Entering Unmasked Estep 
Score: -6877971.000000 Penalty: 3555.964355
	Iteration 10Q: 3 clusters Score -6877971 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 54775 members 
Entering Unmasked Estep 
Score: -6879050.500000 Penalty: 3555.964355
	Iteration 11Q: 3 clusters Score -6879050 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 55480 members 
Entering Unmasked Estep 
Score: -6879618.000000 Penalty: 3555.964355
	Iteration 12Q: 3 clusters Score -6879618 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 55812 members 
Entering Unmasked Estep 
Score: -6879818.500000 Penalty: 3555.964355
	Iteration 13Q: 3 clusters Score -6879818 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 55980 members 
Entering Unmasked Estep 
Score: -6879931.000000 Penalty: 3555.964355
	Iteration 14Q: 3 clusters Score -6879931 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 56057 members 
Entering Unmasked Estep 
Score: -6879987.000000 Penalty: 3555.964355
	Iteration 15Q: 3 clusters Score -6879987 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 56118 members 
Entering Unmasked Estep 
Score: -6880031.500000 Penalty: 3555.964355
	Iteration 16Q: 3 clusters Score -6880032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 56143 members 
Entering Unmasked Estep 
Score: -6880077.500000 Penalty: 3555.964355
	Iteration 17Q: 3 clusters Score -6880078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 56157 members 
Entering Unmasked Estep 
Score: -6880098.000000 Penalty: 3555.964355
	Iteration 18Q: 3 clusters Score -6880098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 56169 members 
Entering Unmasked Estep 
Score: -6880120.500000 Penalty: 3555.964355
	Iteration 19Q: 3 clusters Score -6880120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 56172 members 
Entering Unmasked Estep 
Score: -6880128.500000 Penalty: 3555.964355
	Iteration 20F: 3 clusters Score -6880128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 56175 members 
Entering Unmasked Estep 
Score: -6880126.000000 Penalty: 3555.964355
	Iteration 21Q: 3 clusters Score -6880126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 56177 members 
Entering Unmasked Estep 
Score: -6880126.500000 Penalty: 3555.964355
	Iteration 22Q: 3 clusters Score -6880126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 56179 members 
Entering Unmasked Estep 
Score: -6880128.000000 Penalty: 3555.964355
	Iteration 23Q: 3 clusters Score -6880128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 56182 members 
Entering Unmasked Estep 
Score: -6880129.000000 Penalty: 3555.964355
	Iteration 24Q: 3 clusters Score -6880129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 56182 members 
Entering Unmasked Estep 
Score: -6880129.000000 Penalty: 3555.964355
	Iteration 25F: 3 clusters Score -6880129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Entering Unmasked Estep 
Score: -2073767.875000 Penalty: 1580.790771
	Iteration 0F: 2 clusters Score -2073768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2062158.750000 Penalty: 3161.581543
	Iteration 0F: 3 clusters Score -2062159 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2066566.625000 Penalty: 3161.581543
	Iteration 1F: 3 clusters Score -2066567 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2067060.500000 Penalty: 3161.581543
	Iteration 2F: 3 clusters Score -2067060 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2067537.625000 Penalty: 3161.581543
	Iteration 3F: 3 clusters Score -2067538 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2068094.000000 Penalty: 3161.581543
	Iteration 4F: 3 clusters Score -2068094 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2068749.875000 Penalty: 3161.581543
	Iteration 5F: 3 clusters Score -2068750 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2069518.250000 Penalty: 3161.581543
	Iteration 6F: 3 clusters Score -2069518 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2070306.125000 Penalty: 3161.581543
	Iteration 7F: 3 clusters Score -2070306 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -2071016.000000 Penalty: 3161.581543
	Iteration 8Q: 3 clusters Score -2071016 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2071525.625000 Penalty: 3161.581543
	Iteration 9Q: 3 clusters Score -2071526 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2071906.500000 Penalty: 3161.581543
	Iteration 10Q: 3 clusters Score -2071906 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2072259.750000 Penalty: 3161.581543
	Iteration 11Q: 3 clusters Score -2072260 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2072641.625000 Penalty: 3161.581543
	Iteration 12Q: 3 clusters Score -2072642 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2073135.250000 Penalty: 3161.581543
	Iteration 13Q: 3 clusters Score -2073135 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2073763.750000 Penalty: 3161.581543
	Iteration 14Q: 3 clusters Score -2073764 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2074692.625000 Penalty: 3161.581543
	Iteration 15Q: 3 clusters Score -2074693 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2076210.250000 Penalty: 3161.581543
	Iteration 16Q: 3 clusters Score -2076210 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2077947.750000 Penalty: 3161.581543
	Iteration 17Q: 3 clusters Score -2077948 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2079201.125000 Penalty: 3161.581543
	Iteration 18Q: 3 clusters Score -2079201 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2079587.250000 Penalty: 3161.581543
	Iteration 19Q: 3 clusters Score -2079587 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2079671.375000 Penalty: 3161.581543
	Iteration 20F: 3 clusters Score -2079671 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2079680.000000 Penalty: 3161.581543
	Iteration 21Q: 3 clusters Score -2079680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2079687.750000 Penalty: 3161.581543
	Iteration 22Q: 3 clusters Score -2079688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2079680.375000 Penalty: 3161.581543
	Iteration 23Q: 3 clusters Score -2079680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2079682.875000 Penalty: 3161.581543
	Iteration 24Q: 3 clusters Score -2079683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2079681.375000 Penalty: 3161.581543
	Iteration 25Q: 3 clusters Score -2079681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2079680.875000 Penalty: 3161.581543
	Iteration 26Q: 3 clusters Score -2079681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2079680.000000 Penalty: 3161.581543
	Iteration 27Q: 3 clusters Score -2079680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2079679.750000 Penalty: 3161.581543
	Iteration 28Q: 3 clusters Score -2079680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2079679.750000 Penalty: 3161.581543
	Iteration 29F: 3 clusters Score -2079680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 821 members 
Mstep: Class 3 contains 16673 members 
Mstep: Class 4 contains 10273 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 7797 members 
Mstep: Class 7 contains 740 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 4539 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 13803 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 45700 members 
Mstep: Class 14 contains 56468 members 
Mstep: Class 15 contains 9800 members 
Mstep: Class 16 contains 7890 members 
Mstep: Class 17 contains 109056 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 9851 members 
Mstep: Class 20 contains 39861 members 
Mstep: Class 21 contains 6642 members 
Mstep: Class 22 contains 690 members 
Mstep: Class 23 contains 74946 members 
Mstep: Class 24 contains 103708 members 
Mstep: Class 25 contains 72098 members 
Mstep: Class 26 contains 1084 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 112113 members 
Mstep: Class 29 contains 4856 members 
Mstep: Class 30 contains 74039 members 
Mstep: Class 31 contains 93712 members 
Mstep: Class 32 contains 4838 members 
Mstep: Class 33 contains 457 members 
Mstep: Class 34 contains 1110 members 
Mstep: Class 35 contains 6980 members 
Entering Unmasked Estep 
Score: -111761232.000000 Penalty: 78091.835938
Splitting cluster 15 changes total score from -111756064.000000 to -111761232.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 16 (7890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Entering Unmasked Estep 
Score: -927512.687500 Penalty: 1458.169556
	Iteration 0F: 2 clusters Score -927512.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -921630.000000 Penalty: 2916.339111
	Iteration 0F: 3 clusters Score -921630 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -923496.062500 Penalty: 2916.339111
	Iteration 1F: 3 clusters Score -923496.1 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -923887.125000 Penalty: 2916.339111
	Iteration 2F: 3 clusters Score -923887.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -924385.500000 Penalty: 2916.339111
	Iteration 3F: 3 clusters Score -924385.5 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -924936.125000 Penalty: 2916.339111
	Iteration 4F: 3 clusters Score -924936.1 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -925459.562500 Penalty: 2916.339111
	Iteration 5F: 3 clusters Score -925459.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -925914.312500 Penalty: 2916.339111
	Iteration 6F: 3 clusters Score -925914.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -926272.125000 Penalty: 2916.339111
	Iteration 7F: 3 clusters Score -926272.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -926551.125000 Penalty: 2916.339111
	Iteration 8Q: 3 clusters Score -926551.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -926734.062500 Penalty: 2916.339111
	Iteration 9Q: 3 clusters Score -926734.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -926847.875000 Penalty: 2916.339111
	Iteration 10Q: 3 clusters Score -926847.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -926899.062500 Penalty: 2916.339111
	Iteration 11Q: 3 clusters Score -926899.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -926927.437500 Penalty: 2916.339111
	Iteration 12Q: 3 clusters Score -926927.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -926943.875000 Penalty: 2916.339111
	Iteration 13Q: 3 clusters Score -926943.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -926957.500000 Penalty: 2916.339111
	Iteration 14Q: 3 clusters Score -926957.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -926961.812500 Penalty: 2916.339111
	Iteration 15Q: 3 clusters Score -926961.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -926965.687500 Penalty: 2916.339111
	Iteration 16Q: 3 clusters Score -926965.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -926965.562500 Penalty: 2916.339111
	Iteration 17Q: 3 clusters Score -926965.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -926969.875000 Penalty: 2916.339111
	Iteration 18Q: 3 clusters Score -926969.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -926971.125000 Penalty: 2916.339111
	Iteration 19Q: 3 clusters Score -926971.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -926972.937500 Penalty: 2916.339111
	Iteration 20F: 3 clusters Score -926972.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -926973.437500 Penalty: 2916.339111
	Iteration 21Q: 3 clusters Score -926973.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -926975.437500 Penalty: 2916.339111
	Iteration 22Q: 3 clusters Score -926975.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -926979.750000 Penalty: 2916.339111
	Iteration 23Q: 3 clusters Score -926979.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -926981.000000 Penalty: 2916.339111
	Iteration 24Q: 3 clusters Score -926981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -926982.500000 Penalty: 2916.339111
	Iteration 25Q: 3 clusters Score -926982.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -926981.687500 Penalty: 2916.339111
	Iteration 26Q: 3 clusters Score -926981.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -926985.437500 Penalty: 2916.339111
	Iteration 27Q: 3 clusters Score -926985.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -926987.875000 Penalty: 2916.339111
	Iteration 28Q: 3 clusters Score -926987.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -926987.500000 Penalty: 2916.339111
	Iteration 29Q: 3 clusters Score -926987.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -926988.187500 Penalty: 2916.339111
	Iteration 30Q: 3 clusters Score -926988.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -926987.125000 Penalty: 2916.339111
	Iteration 31Q: 3 clusters Score -926987.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -926986.187500 Penalty: 2916.339111
	Iteration 32Q: 3 clusters Score -926986.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -926988.250000 Penalty: 2916.339111
	Iteration 33Q: 3 clusters Score -926988.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -926987.750000 Penalty: 2916.339111
	Iteration 34Q: 3 clusters Score -926987.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -926988.000000 Penalty: 2916.339111
	Iteration 35Q: 3 clusters Score -926988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -926988.562500 Penalty: 2916.339111
	Iteration 36Q: 3 clusters Score -926988.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -926991.062500 Penalty: 2916.339111
	Iteration 37Q: 3 clusters Score -926991.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -926991.375000 Penalty: 2916.339111
	Iteration 38Q: 3 clusters Score -926991.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -926993.750000 Penalty: 2916.339111
	Iteration 39Q: 3 clusters Score -926993.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -926995.875000 Penalty: 2916.339111
	Iteration 40F: 3 clusters Score -926995.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -926994.625000 Penalty: 2916.339111
	Iteration 41Q: 3 clusters Score -926994.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -926997.500000 Penalty: 2916.339111
	Iteration 42Q: 3 clusters Score -926997.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -926999.562500 Penalty: 2916.339111
	Iteration 43Q: 3 clusters Score -926999.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -926998.812500 Penalty: 2916.339111
	Iteration 44Q: 3 clusters Score -926998.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -927000.000000 Penalty: 2916.339111
	Iteration 45Q: 3 clusters Score -927000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -926999.312500 Penalty: 2916.339111
	Iteration 46Q: 3 clusters Score -926999.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -926998.937500 Penalty: 2916.339111
	Iteration 47Q: 3 clusters Score -926998.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -926999.250000 Penalty: 2916.339111
	Iteration 48Q: 3 clusters Score -926999.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -926999.062500 Penalty: 2916.339111
	Iteration 49Q: 3 clusters Score -926999.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -927000.937500 Penalty: 2916.339111
	Iteration 50Q: 3 clusters Score -927000.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -926999.562500 Penalty: 2916.339111
	Iteration 51Q: 3 clusters Score -926999.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -927000.062500 Penalty: 2916.339111
	Iteration 52Q: 3 clusters Score -927000.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -927000.312500 Penalty: 2916.339111
	Iteration 53Q: 3 clusters Score -927000.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -927000.312500 Penalty: 2916.339111
	Iteration 54F: 3 clusters Score -927000.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (109056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109056 members 
Entering Unmasked Estep 
Score: -13722141.000000 Penalty: 1884.937744
	Iteration 0F: 2 clusters Score -1.372214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54841 members 
Mstep: Class 2 contains 54215 members 
Entering Unmasked Estep 
Score: -13654816.000000 Penalty: 3769.875488
	Iteration 0F: 3 clusters Score -1.365482e+07 nChanged 52196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58717 members 
Mstep: Class 2 contains 50339 members 
Entering Unmasked Estep 
Score: -13686358.000000 Penalty: 3769.875488
	Iteration 1F: 3 clusters Score -1.368636e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61287 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -13688102.000000 Penalty: 3769.875488
	Iteration 2Q: 3 clusters Score -1.36881e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65101 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -13691032.000000 Penalty: 3769.875488
	Iteration 3F: 3 clusters Score -1.369103e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70241 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -13695815.000000 Penalty: 3769.875488
	Iteration 4F: 3 clusters Score -1.369582e+07 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76194 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -13702689.000000 Penalty: 3769.875488
	Iteration 5F: 3 clusters Score -1.370269e+07 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81123 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -13709789.000000 Penalty: 3769.875488
	Iteration 6F: 3 clusters Score -1.370979e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83805 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -13714687.000000 Penalty: 3769.875488
	Iteration 7F: 3 clusters Score -1.371469e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84896 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -13716790.000000 Penalty: 3769.875488
	Iteration 8Q: 3 clusters Score -1.371679e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85453 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -13717732.000000 Penalty: 3769.875488
	Iteration 9Q: 3 clusters Score -1.371773e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85856 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -13718403.000000 Penalty: 3769.875488
	Iteration 10Q: 3 clusters Score -1.37184e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86114 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -13719001.000000 Penalty: 3769.875488
	Iteration 11Q: 3 clusters Score -1.3719e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86266 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -13719413.000000 Penalty: 3769.875488
	Iteration 12Q: 3 clusters Score -1.371941e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86295 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -13719665.000000 Penalty: 3769.875488
	Iteration 13Q: 3 clusters Score -1.371966e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86231 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -13719855.000000 Penalty: 3769.875488
	Iteration 14Q: 3 clusters Score -1.371986e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86145 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -13720052.000000 Penalty: 3769.875488
	Iteration 15Q: 3 clusters Score -1.372005e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85997 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -13720255.000000 Penalty: 3769.875488
	Iteration 16Q: 3 clusters Score -1.372026e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85857 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -13720264.000000 Penalty: 3769.875488
	Iteration 17Q: 3 clusters Score -1.372026e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85685 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -13720258.000000 Penalty: 3769.875488
	Iteration 18Q: 3 clusters Score -1.372026e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85485 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -13720256.000000 Penalty: 3769.875488
	Iteration 19Q: 3 clusters Score -1.372026e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85245 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -13720254.000000 Penalty: 3769.875488
	Iteration 20F: 3 clusters Score -1.372025e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85041 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -13720183.000000 Penalty: 3769.875488
	Iteration 21Q: 3 clusters Score -1.372018e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84807 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -13720201.000000 Penalty: 3769.875488
	Iteration 22Q: 3 clusters Score -1.37202e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84576 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -13720180.000000 Penalty: 3769.875488
	Iteration 23Q: 3 clusters Score -1.372018e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84294 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -13720138.000000 Penalty: 3769.875488
	Iteration 24Q: 3 clusters Score -1.372014e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84009 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -13720139.000000 Penalty: 3769.875488
	Iteration 25Q: 3 clusters Score -1.372014e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83722 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -13720147.000000 Penalty: 3769.875488
	Iteration 26Q: 3 clusters Score -1.372015e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83447 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -13720114.000000 Penalty: 3769.875488
	Iteration 27Q: 3 clusters Score -1.372011e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83165 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -13720082.000000 Penalty: 3769.875488
	Iteration 28Q: 3 clusters Score -1.372008e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82883 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -13720087.000000 Penalty: 3769.875488
	Iteration 29Q: 3 clusters Score -1.372009e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82598 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -13720088.000000 Penalty: 3769.875488
	Iteration 30Q: 3 clusters Score -1.372009e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82298 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -13720037.000000 Penalty: 3769.875488
	Iteration 31Q: 3 clusters Score -1.372004e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82009 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -13720019.000000 Penalty: 3769.875488
	Iteration 32Q: 3 clusters Score -1.372002e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81727 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -13719980.000000 Penalty: 3769.875488
	Iteration 33Q: 3 clusters Score -1.371998e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81441 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -13719946.000000 Penalty: 3769.875488
	Iteration 34Q: 3 clusters Score -1.371995e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81173 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -13719948.000000 Penalty: 3769.875488
	Iteration 35Q: 3 clusters Score -1.371995e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80882 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -13719943.000000 Penalty: 3769.875488
	Iteration 36Q: 3 clusters Score -1.371994e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80586 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -13719898.000000 Penalty: 3769.875488
	Iteration 37Q: 3 clusters Score -1.37199e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80258 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -13719908.000000 Penalty: 3769.875488
	Iteration 38Q: 3 clusters Score -1.371991e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79927 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -13719876.000000 Penalty: 3769.875488
	Iteration 39Q: 3 clusters Score -1.371988e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79593 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -13719817.000000 Penalty: 3769.875488
	Iteration 40F: 3 clusters Score -1.371982e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79283 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -13719800.000000 Penalty: 3769.875488
	Iteration 41Q: 3 clusters Score -1.37198e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78973 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -13719753.000000 Penalty: 3769.875488
	Iteration 42Q: 3 clusters Score -1.371975e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78680 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -13719751.000000 Penalty: 3769.875488
	Iteration 43Q: 3 clusters Score -1.371975e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78360 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -13719747.000000 Penalty: 3769.875488
	Iteration 44Q: 3 clusters Score -1.371975e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78000 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -13719707.000000 Penalty: 3769.875488
	Iteration 45Q: 3 clusters Score -1.371971e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77604 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -13719699.000000 Penalty: 3769.875488
	Iteration 46Q: 3 clusters Score -1.37197e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77168 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -13719687.000000 Penalty: 3769.875488
	Iteration 47Q: 3 clusters Score -1.371969e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76756 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -13719693.000000 Penalty: 3769.875488
	Iteration 48Q: 3 clusters Score -1.371969e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76352 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -13719672.000000 Penalty: 3769.875488
	Iteration 49Q: 3 clusters Score -1.371967e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75971 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -13719652.000000 Penalty: 3769.875488
	Iteration 50Q: 3 clusters Score -1.371965e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75603 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -13719593.000000 Penalty: 3769.875488
	Iteration 51Q: 3 clusters Score -1.371959e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75258 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -13719580.000000 Penalty: 3769.875488
	Iteration 52Q: 3 clusters Score -1.371958e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74902 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -13719568.000000 Penalty: 3769.875488
	Iteration 53Q: 3 clusters Score -1.371957e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74556 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -13719526.000000 Penalty: 3769.875488
	Iteration 54Q: 3 clusters Score -1.371953e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74219 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -13719518.000000 Penalty: 3769.875488
	Iteration 55Q: 3 clusters Score -1.371952e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73882 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -13719497.000000 Penalty: 3769.875488
	Iteration 56Q: 3 clusters Score -1.37195e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73525 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -13719537.000000 Penalty: 3769.875488
	Iteration 57Q: 3 clusters Score -1.371954e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73156 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -13719548.000000 Penalty: 3769.875488
	Iteration 58Q: 3 clusters Score -1.371955e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72777 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -13719520.000000 Penalty: 3769.875488
	Iteration 59Q: 3 clusters Score -1.371952e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72410 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -13719506.000000 Penalty: 3769.875488
	Iteration 60F: 3 clusters Score -1.371951e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72050 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -13719506.000000 Penalty: 3769.875488
	Iteration 61Q: 3 clusters Score -1.371951e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71674 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -13719486.000000 Penalty: 3769.875488
	Iteration 62Q: 3 clusters Score -1.371949e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71278 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -13719522.000000 Penalty: 3769.875488
	Iteration 63Q: 3 clusters Score -1.371952e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70891 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -13719484.000000 Penalty: 3769.875488
	Iteration 64Q: 3 clusters Score -1.371948e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70478 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -13719482.000000 Penalty: 3769.875488
	Iteration 65Q: 3 clusters Score -1.371948e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70069 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -13719454.000000 Penalty: 3769.875488
	Iteration 66Q: 3 clusters Score -1.371945e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69689 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -13719448.000000 Penalty: 3769.875488
	Iteration 67Q: 3 clusters Score -1.371945e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69334 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -13719478.000000 Penalty: 3769.875488
	Iteration 68Q: 3 clusters Score -1.371948e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68974 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -13719501.000000 Penalty: 3769.875488
	Iteration 69Q: 3 clusters Score -1.37195e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68606 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -13719468.000000 Penalty: 3769.875488
	Iteration 70Q: 3 clusters Score -1.371947e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68208 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -13719444.000000 Penalty: 3769.875488
	Iteration 71Q: 3 clusters Score -1.371944e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67796 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -13719433.000000 Penalty: 3769.875488
	Iteration 72Q: 3 clusters Score -1.371943e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67376 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -13719362.000000 Penalty: 3769.875488
	Iteration 73Q: 3 clusters Score -1.371936e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66975 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -13719384.000000 Penalty: 3769.875488
	Iteration 74Q: 3 clusters Score -1.371938e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66569 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -13719350.000000 Penalty: 3769.875488
	Iteration 75Q: 3 clusters Score -1.371935e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66124 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -13719334.000000 Penalty: 3769.875488
	Iteration 76Q: 3 clusters Score -1.371933e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65680 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -13719276.000000 Penalty: 3769.875488
	Iteration 77Q: 3 clusters Score -1.371928e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65208 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -13719288.000000 Penalty: 3769.875488
	Iteration 78Q: 3 clusters Score -1.371929e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64756 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -13719296.000000 Penalty: 3769.875488
	Iteration 79Q: 3 clusters Score -1.37193e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64304 members 
Mstep: Class 2 contains 44752 members 
Entering Unmasked Estep 
Score: -13719322.000000 Penalty: 3769.875488
	Iteration 80F: 3 clusters Score -1.371932e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63806 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -13719340.000000 Penalty: 3769.875488
	Iteration 81Q: 3 clusters Score -1.371934e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63261 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -13719366.000000 Penalty: 3769.875488
	Iteration 82Q: 3 clusters Score -1.371937e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62712 members 
Mstep: Class 2 contains 46344 members 
Entering Unmasked Estep 
Score: -13719362.000000 Penalty: 3769.875488
	Iteration 83Q: 3 clusters Score -1.371936e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62098 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -13719351.000000 Penalty: 3769.875488
	Iteration 84Q: 3 clusters Score -1.371935e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61492 members 
Mstep: Class 2 contains 47564 members 
Entering Unmasked Estep 
Score: -13719343.000000 Penalty: 3769.875488
	Iteration 85Q: 3 clusters Score -1.371934e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60863 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
Score: -13719338.000000 Penalty: 3769.875488
	Iteration 86Q: 3 clusters Score -1.371934e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60252 members 
Mstep: Class 2 contains 48804 members 
Entering Unmasked Estep 
Score: -13719289.000000 Penalty: 3769.875488
	Iteration 87Q: 3 clusters Score -1.371929e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59679 members 
Mstep: Class 2 contains 49377 members 
Entering Unmasked Estep 
Score: -13719280.000000 Penalty: 3769.875488
	Iteration 88Q: 3 clusters Score -1.371928e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59077 members 
Mstep: Class 2 contains 49979 members 
Entering Unmasked Estep 
Score: -13719255.000000 Penalty: 3769.875488
	Iteration 89Q: 3 clusters Score -1.371926e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58436 members 
Mstep: Class 2 contains 50620 members 
Entering Unmasked Estep 
Score: -13719281.000000 Penalty: 3769.875488
	Iteration 90Q: 3 clusters Score -1.371928e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57756 members 
Mstep: Class 2 contains 51300 members 
Entering Unmasked Estep 
Score: -13719293.000000 Penalty: 3769.875488
	Iteration 91Q: 3 clusters Score -1.371929e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57120 members 
Mstep: Class 2 contains 51936 members 
Entering Unmasked Estep 
Score: -13719304.000000 Penalty: 3769.875488
	Iteration 92Q: 3 clusters Score -1.37193e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56462 members 
Mstep: Class 2 contains 52594 members 
Entering Unmasked Estep 
Score: -13719395.000000 Penalty: 3769.875488
	Iteration 93Q: 3 clusters Score -1.37194e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55813 members 
Mstep: Class 2 contains 53243 members 
Entering Unmasked Estep 
Score: -13719435.000000 Penalty: 3769.875488
	Iteration 94Q: 3 clusters Score -1.371944e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55204 members 
Mstep: Class 2 contains 53852 members 
Entering Unmasked Estep 
Score: -13719451.000000 Penalty: 3769.875488
	Iteration 95Q: 3 clusters Score -1.371945e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54701 members 
Mstep: Class 2 contains 54355 members 
Entering Unmasked Estep 
Score: -13719376.000000 Penalty: 3769.875488
	Iteration 96Q: 3 clusters Score -1.371938e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54249 members 
Mstep: Class 2 contains 54807 members 
Entering Unmasked Estep 
Score: -13719336.000000 Penalty: 3769.875488
	Iteration 97Q: 3 clusters Score -1.371934e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53832 members 
Mstep: Class 2 contains 55224 members 
Entering Unmasked Estep 
Score: -13719348.000000 Penalty: 3769.875488
	Iteration 98Q: 3 clusters Score -1.371935e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53452 members 
Mstep: Class 2 contains 55604 members 
Entering Unmasked Estep 
Score: -13719308.000000 Penalty: 3769.875488
	Iteration 99Q: 3 clusters Score -1.371931e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53057 members 
Mstep: Class 2 contains 55999 members 
Entering Unmasked Estep 
Score: -13719287.000000 Penalty: 3769.875488
	Iteration 100F: 3 clusters Score -1.371929e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52711 members 
Mstep: Class 2 contains 56345 members 
Entering Unmasked Estep 
Score: -13719328.000000 Penalty: 3769.875488
	Iteration 101Q: 3 clusters Score -1.371933e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52377 members 
Mstep: Class 2 contains 56679 members 
Entering Unmasked Estep 
Score: -13719356.000000 Penalty: 3769.875488
	Iteration 102Q: 3 clusters Score -1.371936e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52076 members 
Mstep: Class 2 contains 56980 members 
Entering Unmasked Estep 
Score: -13719352.000000 Penalty: 3769.875488
	Iteration 103Q: 3 clusters Score -1.371935e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 57242 members 
Entering Unmasked Estep 
Score: -13719334.000000 Penalty: 3769.875488
	Iteration 104Q: 3 clusters Score -1.371933e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51593 members 
Mstep: Class 2 contains 57463 members 
Entering Unmasked Estep 
Score: -13719375.000000 Penalty: 3769.875488
	Iteration 105Q: 3 clusters Score -1.371938e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51391 members 
Mstep: Class 2 contains 57665 members 
Entering Unmasked Estep 
Score: -13719335.000000 Penalty: 3769.875488
	Iteration 106Q: 3 clusters Score -1.371934e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 57852 members 
Entering Unmasked Estep 
Score: -13719371.000000 Penalty: 3769.875488
	Iteration 107Q: 3 clusters Score -1.371937e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51064 members 
Mstep: Class 2 contains 57992 members 
Entering Unmasked Estep 
Score: -13719326.000000 Penalty: 3769.875488
	Iteration 108Q: 3 clusters Score -1.371933e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 58123 members 
Entering Unmasked Estep 
Score: -13719337.000000 Penalty: 3769.875488
	Iteration 109Q: 3 clusters Score -1.371934e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50790 members 
Mstep: Class 2 contains 58266 members 
Entering Unmasked Estep 
Score: -13719358.000000 Penalty: 3769.875488
	Iteration 110Q: 3 clusters Score -1.371936e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50654 members 
Mstep: Class 2 contains 58402 members 
Entering Unmasked Estep 
Score: -13719345.000000 Penalty: 3769.875488
	Iteration 111Q: 3 clusters Score -1.371934e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50509 members 
Mstep: Class 2 contains 58547 members 
Entering Unmasked Estep 
Score: -13719358.000000 Penalty: 3769.875488
	Iteration 112Q: 3 clusters Score -1.371936e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 58666 members 
Entering Unmasked Estep 
Score: -13719368.000000 Penalty: 3769.875488
	Iteration 113Q: 3 clusters Score -1.371937e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 58776 members 
Entering Unmasked Estep 
Score: -13719368.000000 Penalty: 3769.875488
	Iteration 114Q: 3 clusters Score -1.371937e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50186 members 
Mstep: Class 2 contains 58870 members 
Entering Unmasked Estep 
Score: -13719377.000000 Penalty: 3769.875488
	Iteration 115Q: 3 clusters Score -1.371938e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50096 members 
Mstep: Class 2 contains 58960 members 
Entering Unmasked Estep 
Score: -13719411.000000 Penalty: 3769.875488
	Iteration 116Q: 3 clusters Score -1.371941e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50021 members 
Mstep: Class 2 contains 59035 members 
Entering Unmasked Estep 
Score: -13719418.000000 Penalty: 3769.875488
	Iteration 117Q: 3 clusters Score -1.371942e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49952 members 
Mstep: Class 2 contains 59104 members 
Entering Unmasked Estep 
Score: -13719415.000000 Penalty: 3769.875488
	Iteration 118Q: 3 clusters Score -1.371942e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49882 members 
Mstep: Class 2 contains 59174 members 
Entering Unmasked Estep 
Score: -13719411.000000 Penalty: 3769.875488
	Iteration 119Q: 3 clusters Score -1.371941e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 59248 members 
Entering Unmasked Estep 
Score: -13719407.000000 Penalty: 3769.875488
	Iteration 120F: 3 clusters Score -1.371941e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49729 members 
Mstep: Class 2 contains 59327 members 
Entering Unmasked Estep 
Score: -13719385.000000 Penalty: 3769.875488
	Iteration 121Q: 3 clusters Score -1.371938e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49665 members 
Mstep: Class 2 contains 59391 members 
Entering Unmasked Estep 
Score: -13719374.000000 Penalty: 3769.875488
	Iteration 122Q: 3 clusters Score -1.371937e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49612 members 
Mstep: Class 2 contains 59444 members 
Entering Unmasked Estep 
Score: -13719375.000000 Penalty: 3769.875488
	Iteration 123Q: 3 clusters Score -1.371938e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 59480 members 
Entering Unmasked Estep 
Score: -13719369.000000 Penalty: 3769.875488
	Iteration 124Q: 3 clusters Score -1.371937e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49543 members 
Mstep: Class 2 contains 59513 members 
Entering Unmasked Estep 
Score: -13719368.000000 Penalty: 3769.875488
	Iteration 125Q: 3 clusters Score -1.371937e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49504 members 
Mstep: Class 2 contains 59552 members 
Entering Unmasked Estep 
Score: -13719375.000000 Penalty: 3769.875488
	Iteration 126Q: 3 clusters Score -1.371938e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 59585 members 
Entering Unmasked Estep 
Score: -13719394.000000 Penalty: 3769.875488
	Iteration 127Q: 3 clusters Score -1.371939e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49448 members 
Mstep: Class 2 contains 59608 members 
Entering Unmasked Estep 
Score: -13719412.000000 Penalty: 3769.875488
	Iteration 128Q: 3 clusters Score -1.371941e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49434 members 
Mstep: Class 2 contains 59622 members 
Entering Unmasked Estep 
Score: -13719392.000000 Penalty: 3769.875488
	Iteration 129Q: 3 clusters Score -1.371939e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49417 members 
Mstep: Class 2 contains 59639 members 
Entering Unmasked Estep 
Score: -13719380.000000 Penalty: 3769.875488
	Iteration 130Q: 3 clusters Score -1.371938e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49408 members 
Mstep: Class 2 contains 59648 members 
Entering Unmasked Estep 
Score: -13719360.000000 Penalty: 3769.875488
	Iteration 131Q: 3 clusters Score -1.371936e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49402 members 
Mstep: Class 2 contains 59654 members 
Entering Unmasked Estep 
Score: -13719365.000000 Penalty: 3769.875488
	Iteration 132Q: 3 clusters Score -1.371936e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49395 members 
Mstep: Class 2 contains 59661 members 
Entering Unmasked Estep 
Score: -13719365.000000 Penalty: 3769.875488
	Iteration 133Q: 3 clusters Score -1.371936e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49391 members 
Mstep: Class 2 contains 59665 members 
Entering Unmasked Estep 
Score: -13719354.000000 Penalty: 3769.875488
	Iteration 134Q: 3 clusters Score -1.371935e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 59662 members 
Entering Unmasked Estep 
Score: -13719352.000000 Penalty: 3769.875488
	Iteration 135Q: 3 clusters Score -1.371935e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49388 members 
Mstep: Class 2 contains 59668 members 
Entering Unmasked Estep 
Score: -13719360.000000 Penalty: 3769.875488
	Iteration 136Q: 3 clusters Score -1.371936e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 59663 members 
Entering Unmasked Estep 
Score: -13719382.000000 Penalty: 3769.875488
	Iteration 137Q: 3 clusters Score -1.371938e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49395 members 
Mstep: Class 2 contains 59661 members 
Entering Unmasked Estep 
Score: -13719380.000000 Penalty: 3769.875488
	Iteration 138Q: 3 clusters Score -1.371938e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49395 members 
Mstep: Class 2 contains 59661 members 
Entering Unmasked Estep 
Score: -13719379.000000 Penalty: 3769.875488
	Iteration 139Q: 3 clusters Score -1.371938e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 59663 members 
Entering Unmasked Estep 
Score: -13719383.000000 Penalty: 3769.875488
	Iteration 140F: 3 clusters Score -1.371938e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 59669 members 
Entering Unmasked Estep 
Score: -13719387.000000 Penalty: 3769.875488
	Iteration 141Q: 3 clusters Score -1.371939e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49386 members 
Mstep: Class 2 contains 59670 members 
Entering Unmasked Estep 
Score: -13719391.000000 Penalty: 3769.875488
	Iteration 142Q: 3 clusters Score -1.371939e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 59678 members 
Entering Unmasked Estep 
Score: -13719379.000000 Penalty: 3769.875488
	Iteration 143Q: 3 clusters Score -1.371938e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49377 members 
Mstep: Class 2 contains 59679 members 
Entering Unmasked Estep 
Score: -13719377.000000 Penalty: 3769.875488
	Iteration 144Q: 3 clusters Score -1.371938e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 59680 members 
Entering Unmasked Estep 
Score: -13719378.000000 Penalty: 3769.875488
	Iteration 145Q: 3 clusters Score -1.371938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49377 members 
Mstep: Class 2 contains 59679 members 
Entering Unmasked Estep 
Score: -13719369.000000 Penalty: 3769.875488
	Iteration 146Q: 3 clusters Score -1.371937e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 59678 members 
Entering Unmasked Estep 
Score: -13719368.000000 Penalty: 3769.875488
	Iteration 147Q: 3 clusters Score -1.371937e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 59681 members 
Entering Unmasked Estep 
Score: -13719374.000000 Penalty: 3769.875488
	Iteration 148Q: 3 clusters Score -1.371937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 59680 members 
Entering Unmasked Estep 
Score: -13719373.000000 Penalty: 3769.875488
	Iteration 149Q: 3 clusters Score -1.371937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 59681 members 
Entering Unmasked Estep 
Score: -13719372.000000 Penalty: 3769.875488
	Iteration 150Q: 3 clusters Score -1.371937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 59681 members 
Entering Unmasked Estep 
Score: -13719374.000000 Penalty: 3769.875488
	Iteration 151Q: 3 clusters Score -1.371937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 59680 members 
Entering Unmasked Estep 
Score: -13719372.000000 Penalty: 3769.875488
	Iteration 152Q: 3 clusters Score -1.371937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 59680 members 
Entering Unmasked Estep 
Score: -13719369.000000 Penalty: 3769.875488
	Iteration 153Q: 3 clusters Score -1.371937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 59681 members 
Entering Unmasked Estep 
Score: -13719370.000000 Penalty: 3769.875488
	Iteration 154Q: 3 clusters Score -1.371937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49377 members 
Mstep: Class 2 contains 59679 members 
Entering Unmasked Estep 
Score: -13719361.000000 Penalty: 3769.875488
	Iteration 155Q: 3 clusters Score -1.371936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49377 members 
Mstep: Class 2 contains 59679 members 
Entering Unmasked Estep 
Score: -13719354.000000 Penalty: 3769.875488
	Iteration 156Q: 3 clusters Score -1.371935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 59680 members 
Entering Unmasked Estep 
Score: -13719363.000000 Penalty: 3769.875488
	Iteration 157Q: 3 clusters Score -1.371936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 59678 members 
Entering Unmasked Estep 
Score: -13719350.000000 Penalty: 3769.875488
	Iteration 158Q: 3 clusters Score -1.371935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 59676 members 
Entering Unmasked Estep 
Score: -13719355.000000 Penalty: 3769.875488
	Iteration 159Q: 3 clusters Score -1.371936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49379 members 
Mstep: Class 2 contains 59677 members 
Entering Unmasked Estep 
Score: -13719353.000000 Penalty: 3769.875488
	Iteration 160F: 3 clusters Score -1.371935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 59676 members 
Entering Unmasked Estep 
Score: -13719355.000000 Penalty: 3769.875488
	Iteration 161Q: 3 clusters Score -1.371936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 59676 members 
Entering Unmasked Estep 
Score: -13719355.000000 Penalty: 3769.875488
	Iteration 162F: 3 clusters Score -1.371936e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Entering Unmasked Estep 
Score: -452259.375000 Penalty: 1341.022461
	Iteration 0F: 2 clusters Score -452259.4 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 1893 members 
Entering Unmasked Estep 
Score: -449034.656250 Penalty: 2682.044922
	Iteration 0F: 3 clusters Score -449034.7 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -449999.000000 Penalty: 2682.044922
	Iteration 1F: 3 clusters Score -449999 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -450214.156250 Penalty: 2682.044922
	Iteration 2F: 3 clusters Score -450214.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -450342.906250 Penalty: 2682.044922
	Iteration 3F: 3 clusters Score -450342.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -450468.375000 Penalty: 2682.044922
	Iteration 4Q: 3 clusters Score -450468.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -450552.312500 Penalty: 2682.044922
	Iteration 5Q: 3 clusters Score -450552.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -450625.343750 Penalty: 2682.044922
	Iteration 6Q: 3 clusters Score -450625.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -450688.437500 Penalty: 2682.044922
	Iteration 7Q: 3 clusters Score -450688.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -450731.000000 Penalty: 2682.044922
	Iteration 8Q: 3 clusters Score -450731 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -450768.906250 Penalty: 2682.044922
	Iteration 9Q: 3 clusters Score -450768.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -450818.062500 Penalty: 2682.044922
	Iteration 10Q: 3 clusters Score -450818.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -450874.281250 Penalty: 2682.044922
	Iteration 11Q: 3 clusters Score -450874.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -450939.750000 Penalty: 2682.044922
	Iteration 12Q: 3 clusters Score -450939.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -451003.250000 Penalty: 2682.044922
	Iteration 13Q: 3 clusters Score -451003.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -451055.187500 Penalty: 2682.044922
	Iteration 14Q: 3 clusters Score -451055.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -451094.218750 Penalty: 2682.044922
	Iteration 15Q: 3 clusters Score -451094.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -451125.187500 Penalty: 2682.044922
	Iteration 16Q: 3 clusters Score -451125.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -451151.906250 Penalty: 2682.044922
	Iteration 17Q: 3 clusters Score -451151.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -451173.875000 Penalty: 2682.044922
	Iteration 18Q: 3 clusters Score -451173.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -451194.187500 Penalty: 2682.044922
	Iteration 19Q: 3 clusters Score -451194.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -451218.093750 Penalty: 2682.044922
	Iteration 20F: 3 clusters Score -451218.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -451230.093750 Penalty: 2682.044922
	Iteration 21Q: 3 clusters Score -451230.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -451239.531250 Penalty: 2682.044922
	Iteration 22Q: 3 clusters Score -451239.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -451247.062500 Penalty: 2682.044922
	Iteration 23Q: 3 clusters Score -451247.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -451254.125000 Penalty: 2682.044922
	Iteration 24Q: 3 clusters Score -451254.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -451258.281250 Penalty: 2682.044922
	Iteration 25Q: 3 clusters Score -451258.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -451260.093750 Penalty: 2682.044922
	Iteration 26Q: 3 clusters Score -451260.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -451260.781250 Penalty: 2682.044922
	Iteration 27Q: 3 clusters Score -451260.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -451261.437500 Penalty: 2682.044922
	Iteration 28Q: 3 clusters Score -451261.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -451262.656250 Penalty: 2682.044922
	Iteration 29Q: 3 clusters Score -451262.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -451265.625000 Penalty: 2682.044922
	Iteration 30Q: 3 clusters Score -451265.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -451268.718750 Penalty: 2682.044922
	Iteration 31Q: 3 clusters Score -451268.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -451270.218750 Penalty: 2682.044922
	Iteration 32Q: 3 clusters Score -451270.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -451270.312500 Penalty: 2682.044922
	Iteration 33Q: 3 clusters Score -451270.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -451271.593750 Penalty: 2682.044922
	Iteration 34Q: 3 clusters Score -451271.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -451273.875000 Penalty: 2682.044922
	Iteration 35Q: 3 clusters Score -451273.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -451275.187500 Penalty: 2682.044922
	Iteration 36Q: 3 clusters Score -451275.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -451276.312500 Penalty: 2682.044922
	Iteration 37Q: 3 clusters Score -451276.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -451277.656250 Penalty: 2682.044922
	Iteration 38Q: 3 clusters Score -451277.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -451278.406250 Penalty: 2682.044922
	Iteration 39Q: 3 clusters Score -451278.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -451279.906250 Penalty: 2682.044922
	Iteration 40F: 3 clusters Score -451279.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -451282.187500 Penalty: 2682.044922
	Iteration 41Q: 3 clusters Score -451282.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -451283.656250 Penalty: 2682.044922
	Iteration 42Q: 3 clusters Score -451283.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -451285.906250 Penalty: 2682.044922
	Iteration 43Q: 3 clusters Score -451285.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -451287.312500 Penalty: 2682.044922
	Iteration 44Q: 3 clusters Score -451287.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -451290.687500 Penalty: 2682.044922
	Iteration 45Q: 3 clusters Score -451290.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -451292.031250 Penalty: 2682.044922
	Iteration 46Q: 3 clusters Score -451292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -451293.843750 Penalty: 2682.044922
	Iteration 47Q: 3 clusters Score -451293.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -451294.375000 Penalty: 2682.044922
	Iteration 48Q: 3 clusters Score -451294.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -451294.750000 Penalty: 2682.044922
	Iteration 49Q: 3 clusters Score -451294.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -451294.750000 Penalty: 2682.044922
	Iteration 50Q: 3 clusters Score -451294.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -451295.531250 Penalty: 2682.044922
	Iteration 51Q: 3 clusters Score -451295.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -451296.062500 Penalty: 2682.044922
	Iteration 52Q: 3 clusters Score -451296.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -451296.062500 Penalty: 2682.044922
	Iteration 53F: 3 clusters Score -451296.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -1242084.125000 Penalty: 1494.240967
	Iteration 0F: 2 clusters Score -1242084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1234955.500000 Penalty: 2988.481934
	Iteration 0F: 3 clusters Score -1234956 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1237223.125000 Penalty: 2988.481934
	Iteration 1F: 3 clusters Score -1237223 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1237475.000000 Penalty: 2988.481934
	Iteration 2F: 3 clusters Score -1237475 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1237662.500000 Penalty: 2988.481934
	Iteration 3Q: 3 clusters Score -1237662 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1237823.250000 Penalty: 2988.481934
	Iteration 4Q: 3 clusters Score -1237823 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1237983.000000 Penalty: 2988.481934
	Iteration 5Q: 3 clusters Score -1237983 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1238141.500000 Penalty: 2988.481934
	Iteration 6Q: 3 clusters Score -1238142 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1238282.625000 Penalty: 2988.481934
	Iteration 7Q: 3 clusters Score -1238283 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1238409.000000 Penalty: 2988.481934
	Iteration 8Q: 3 clusters Score -1238409 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1238541.375000 Penalty: 2988.481934
	Iteration 9Q: 3 clusters Score -1238541 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1238659.375000 Penalty: 2988.481934
	Iteration 10Q: 3 clusters Score -1238659 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1238793.875000 Penalty: 2988.481934
	Iteration 11Q: 3 clusters Score -1238794 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1238954.250000 Penalty: 2988.481934
	Iteration 12Q: 3 clusters Score -1238954 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1239118.750000 Penalty: 2988.481934
	Iteration 13Q: 3 clusters Score -1239119 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1239284.125000 Penalty: 2988.481934
	Iteration 14Q: 3 clusters Score -1239284 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1239451.750000 Penalty: 2988.481934
	Iteration 15Q: 3 clusters Score -1239452 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1239616.000000 Penalty: 2988.481934
	Iteration 16Q: 3 clusters Score -1239616 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1239734.125000 Penalty: 2988.481934
	Iteration 17Q: 3 clusters Score -1239734 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1239824.125000 Penalty: 2988.481934
	Iteration 18Q: 3 clusters Score -1239824 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1239911.250000 Penalty: 2988.481934
	Iteration 19Q: 3 clusters Score -1239911 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1239999.750000 Penalty: 2988.481934
	Iteration 20F: 3 clusters Score -1240000 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1240101.750000 Penalty: 2988.481934
	Iteration 21Q: 3 clusters Score -1240102 nChanged 178
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: -1240188.750000 Penalty: 2988.481934
	Iteration 22Q: 3 clusters Score -1240189 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1240264.750000 Penalty: 2988.481934
	Iteration 23Q: 3 clusters Score -1240265 nChanged 158
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: -1240347.000000 Penalty: 2988.481934
	Iteration 24Q: 3 clusters Score -1240347 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1240422.375000 Penalty: 2988.481934
	Iteration 25Q: 3 clusters Score -1240422 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1240489.500000 Penalty: 2988.481934
	Iteration 26Q: 3 clusters Score -1240490 nChanged 120
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: -1240550.000000 Penalty: 2988.481934
	Iteration 27Q: 3 clusters Score -1240550 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1240609.500000 Penalty: 2988.481934
	Iteration 28Q: 3 clusters Score -1240610 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1240679.500000 Penalty: 2988.481934
	Iteration 29Q: 3 clusters Score -1240680 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1240744.250000 Penalty: 2988.481934
	Iteration 30Q: 3 clusters Score -1240744 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1240813.375000 Penalty: 2988.481934
	Iteration 31Q: 3 clusters Score -1240813 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1240875.000000 Penalty: 2988.481934
	Iteration 32Q: 3 clusters Score -1240875 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1240916.500000 Penalty: 2988.481934
	Iteration 33Q: 3 clusters Score -1240916 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1240948.625000 Penalty: 2988.481934
	Iteration 34Q: 3 clusters Score -1240949 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1240967.625000 Penalty: 2988.481934
	Iteration 35Q: 3 clusters Score -1240968 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1240976.875000 Penalty: 2988.481934
	Iteration 36Q: 3 clusters Score -1240977 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1240989.875000 Penalty: 2988.481934
	Iteration 37Q: 3 clusters Score -1240990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1240998.250000 Penalty: 2988.481934
	Iteration 38Q: 3 clusters Score -1240998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1241005.250000 Penalty: 2988.481934
	Iteration 39Q: 3 clusters Score -1241005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1241007.875000 Penalty: 2988.481934
	Iteration 40F: 3 clusters Score -1241008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1241014.000000 Penalty: 2988.481934
	Iteration 41Q: 3 clusters Score -1241014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1241017.000000 Penalty: 2988.481934
	Iteration 42Q: 3 clusters Score -1241017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1241025.625000 Penalty: 2988.481934
	Iteration 43Q: 3 clusters Score -1241026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1241028.750000 Penalty: 2988.481934
	Iteration 44Q: 3 clusters Score -1241029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1241030.625000 Penalty: 2988.481934
	Iteration 45Q: 3 clusters Score -1241031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1241033.375000 Penalty: 2988.481934
	Iteration 46Q: 3 clusters Score -1241033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1241033.250000 Penalty: 2988.481934
	Iteration 47Q: 3 clusters Score -1241033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1241037.625000 Penalty: 2988.481934
	Iteration 48Q: 3 clusters Score -1241038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1241038.250000 Penalty: 2988.481934
	Iteration 49Q: 3 clusters Score -1241038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1241039.375000 Penalty: 2988.481934
	Iteration 50Q: 3 clusters Score -1241039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1241041.875000 Penalty: 2988.481934
	Iteration 51Q: 3 clusters Score -1241042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1241043.125000 Penalty: 2988.481934
	Iteration 52Q: 3 clusters Score -1241043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1241046.875000 Penalty: 2988.481934
	Iteration 53Q: 3 clusters Score -1241047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1241049.125000 Penalty: 2988.481934
	Iteration 54Q: 3 clusters Score -1241049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1241049.375000 Penalty: 2988.481934
	Iteration 55Q: 3 clusters Score -1241049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1241049.625000 Penalty: 2988.481934
	Iteration 56Q: 3 clusters Score -1241050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1241054.375000 Penalty: 2988.481934
	Iteration 57Q: 3 clusters Score -1241054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1241054.250000 Penalty: 2988.481934
	Iteration 58Q: 3 clusters Score -1241054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1241054.250000 Penalty: 2988.481934
	Iteration 59F: 3 clusters Score -1241054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Entering Unmasked Estep 
Score: -5084361.000000 Penalty: 1721.387573
	Iteration 0F: 2 clusters Score -5084361 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 19945 members 
Entering Unmasked Estep 
Score: -5057657.500000 Penalty: 3442.775146
	Iteration 0F: 3 clusters Score -5057658 nChanged 18343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -5068102.500000 Penalty: 3442.775146
	Iteration 1F: 3 clusters Score -5068102 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -5068472.000000 Penalty: 3442.775146
	Iteration 2Q: 3 clusters Score -5068472 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -5068836.500000 Penalty: 3442.775146
	Iteration 3Q: 3 clusters Score -5068836 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -5069299.500000 Penalty: 3442.775146
	Iteration 4Q: 3 clusters Score -5069300 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -5069903.500000 Penalty: 3442.775146
	Iteration 5Q: 3 clusters Score -5069904 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -5070660.500000 Penalty: 3442.775146
	Iteration 6Q: 3 clusters Score -5070660 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -5071680.500000 Penalty: 3442.775146
	Iteration 7Q: 3 clusters Score -5071680 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -5073021.000000 Penalty: 3442.775146
	Iteration 8F: 3 clusters Score -5073021 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -5074850.000000 Penalty: 3442.775146
	Iteration 9F: 3 clusters Score -5074850 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -5076930.500000 Penalty: 3442.775146
	Iteration 10F: 3 clusters Score -5076930 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -5078602.000000 Penalty: 3442.775146
	Iteration 11Q: 3 clusters Score -5078602 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -5079444.500000 Penalty: 3442.775146
	Iteration 12Q: 3 clusters Score -5079444 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -5079880.000000 Penalty: 3442.775146
	Iteration 13Q: 3 clusters Score -5079880 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -5080127.000000 Penalty: 3442.775146
	Iteration 14Q: 3 clusters Score -5080127 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -5080297.500000 Penalty: 3442.775146
	Iteration 15Q: 3 clusters Score -5080298 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -5080454.000000 Penalty: 3442.775146
	Iteration 16Q: 3 clusters Score -5080454 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -5080615.000000 Penalty: 3442.775146
	Iteration 17Q: 3 clusters Score -5080615 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -5080776.000000 Penalty: 3442.775146
	Iteration 18Q: 3 clusters Score -5080776 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -5080918.500000 Penalty: 3442.775146
	Iteration 19Q: 3 clusters Score -5080918 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -5081059.500000 Penalty: 3442.775146
	Iteration 20F: 3 clusters Score -5081060 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -5081151.500000 Penalty: 3442.775146
	Iteration 21Q: 3 clusters Score -5081152 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -5081262.500000 Penalty: 3442.775146
	Iteration 22Q: 3 clusters Score -5081262 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -5081341.000000 Penalty: 3442.775146
	Iteration 23Q: 3 clusters Score -5081341 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -5081430.000000 Penalty: 3442.775146
	Iteration 24Q: 3 clusters Score -5081430 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -5081529.500000 Penalty: 3442.775146
	Iteration 25Q: 3 clusters Score -5081530 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -5081625.500000 Penalty: 3442.775146
	Iteration 26Q: 3 clusters Score -5081626 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -5081682.000000 Penalty: 3442.775146
	Iteration 27Q: 3 clusters Score -5081682 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -5081755.500000 Penalty: 3442.775146
	Iteration 28Q: 3 clusters Score -5081756 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -5081832.000000 Penalty: 3442.775146
	Iteration 29Q: 3 clusters Score -5081832 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -5081907.000000 Penalty: 3442.775146
	Iteration 30Q: 3 clusters Score -5081907 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -5081962.000000 Penalty: 3442.775146
	Iteration 31Q: 3 clusters Score -5081962 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -5082015.000000 Penalty: 3442.775146
	Iteration 32Q: 3 clusters Score -5082015 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -5082104.000000 Penalty: 3442.775146
	Iteration 33Q: 3 clusters Score -5082104 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -5082183.500000 Penalty: 3442.775146
	Iteration 34Q: 3 clusters Score -5082184 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -5082244.000000 Penalty: 3442.775146
	Iteration 35Q: 3 clusters Score -5082244 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -5082290.500000 Penalty: 3442.775146
	Iteration 36Q: 3 clusters Score -5082290 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -5082341.500000 Penalty: 3442.775146
	Iteration 37Q: 3 clusters Score -5082342 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -5082389.500000 Penalty: 3442.775146
	Iteration 38Q: 3 clusters Score -5082390 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -5082407.500000 Penalty: 3442.775146
	Iteration 39Q: 3 clusters Score -5082408 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -5082458.500000 Penalty: 3442.775146
	Iteration 40F: 3 clusters Score -5082458 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -5082490.500000 Penalty: 3442.775146
	Iteration 41Q: 3 clusters Score -5082490 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -5082530.000000 Penalty: 3442.775146
	Iteration 42Q: 3 clusters Score -5082530 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -5082560.500000 Penalty: 3442.775146
	Iteration 43Q: 3 clusters Score -5082560 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -5082593.000000 Penalty: 3442.775146
	Iteration 44Q: 3 clusters Score -5082593 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -5082621.500000 Penalty: 3442.775146
	Iteration 45Q: 3 clusters Score -5082622 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -5082628.000000 Penalty: 3442.775146
	Iteration 46Q: 3 clusters Score -5082628 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -5082641.500000 Penalty: 3442.775146
	Iteration 47Q: 3 clusters Score -5082642 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
Score: -5082657.500000 Penalty: 3442.775146
	Iteration 48Q: 3 clusters Score -5082658 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -5082669.500000 Penalty: 3442.775146
	Iteration 49Q: 3 clusters Score -5082670 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -5082687.500000 Penalty: 3442.775146
	Iteration 50Q: 3 clusters Score -5082688 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -5082694.000000 Penalty: 3442.775146
	Iteration 51Q: 3 clusters Score -5082694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -5082703.000000 Penalty: 3442.775146
	Iteration 52Q: 3 clusters Score -5082703 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -5082710.500000 Penalty: 3442.775146
	Iteration 53Q: 3 clusters Score -5082710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -5082724.000000 Penalty: 3442.775146
	Iteration 54Q: 3 clusters Score -5082724 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -5082732.500000 Penalty: 3442.775146
	Iteration 55Q: 3 clusters Score -5082732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -5082731.000000 Penalty: 3442.775146
	Iteration 56Q: 3 clusters Score -5082731 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -5082745.500000 Penalty: 3442.775146
	Iteration 57Q: 3 clusters Score -5082746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -5082761.000000 Penalty: 3442.775146
	Iteration 58Q: 3 clusters Score -5082761 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -5082770.000000 Penalty: 3442.775146
	Iteration 59Q: 3 clusters Score -5082770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -5082780.500000 Penalty: 3442.775146
	Iteration 60F: 3 clusters Score -5082780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -5082788.500000 Penalty: 3442.775146
	Iteration 61Q: 3 clusters Score -5082788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -5082793.500000 Penalty: 3442.775146
	Iteration 62Q: 3 clusters Score -5082794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -5082797.500000 Penalty: 3442.775146
	Iteration 63Q: 3 clusters Score -5082798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -5082796.000000 Penalty: 3442.775146
	Iteration 64Q: 3 clusters Score -5082796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -5082791.500000 Penalty: 3442.775146
	Iteration 65Q: 3 clusters Score -5082792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -5082794.000000 Penalty: 3442.775146
	Iteration 66Q: 3 clusters Score -5082794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -5082801.000000 Penalty: 3442.775146
	Iteration 67Q: 3 clusters Score -5082801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -5082797.000000 Penalty: 3442.775146
	Iteration 68Q: 3 clusters Score -5082797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -5082801.500000 Penalty: 3442.775146
	Iteration 69Q: 3 clusters Score -5082802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -5082801.000000 Penalty: 3442.775146
	Iteration 70Q: 3 clusters Score -5082801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -5082801.000000 Penalty: 3442.775146
	Iteration 71Q: 3 clusters Score -5082801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -5082801.000000 Penalty: 3442.775146
	Iteration 72F: 3 clusters Score -5082801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Entering Unmasked Estep 
Score: -828709.875000 Penalty: 1430.189819
	Iteration 0F: 2 clusters Score -828709.9 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 3264 members 
Entering Unmasked Estep 
Score: -823645.437500 Penalty: 2860.379639
	Iteration 0F: 3 clusters Score -823645.4 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -825188.187500 Penalty: 2860.379639
	Iteration 1F: 3 clusters Score -825188.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -825610.625000 Penalty: 2860.379639
	Iteration 2F: 3 clusters Score -825610.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -826262.500000 Penalty: 2860.379639
	Iteration 3F: 3 clusters Score -826262.5 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -826967.250000 Penalty: 2860.379639
	Iteration 4F: 3 clusters Score -826967.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -827486.750000 Penalty: 2860.379639
	Iteration 5F: 3 clusters Score -827486.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -827797.375000 Penalty: 2860.379639
	Iteration 6F: 3 clusters Score -827797.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -828015.125000 Penalty: 2860.379639
	Iteration 7Q: 3 clusters Score -828015.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -828151.437500 Penalty: 2860.379639
	Iteration 8Q: 3 clusters Score -828151.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -828236.187500 Penalty: 2860.379639
	Iteration 9Q: 3 clusters Score -828236.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -828286.875000 Penalty: 2860.379639
	Iteration 10Q: 3 clusters Score -828286.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -828312.250000 Penalty: 2860.379639
	Iteration 11Q: 3 clusters Score -828312.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -828322.312500 Penalty: 2860.379639
	Iteration 12Q: 3 clusters Score -828322.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -828335.562500 Penalty: 2860.379639
	Iteration 13Q: 3 clusters Score -828335.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -828345.062500 Penalty: 2860.379639
	Iteration 14Q: 3 clusters Score -828345.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -828347.375000 Penalty: 2860.379639
	Iteration 15Q: 3 clusters Score -828347.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -828351.937500 Penalty: 2860.379639
	Iteration 16Q: 3 clusters Score -828351.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -828355.250000 Penalty: 2860.379639
	Iteration 17Q: 3 clusters Score -828355.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -828357.000000 Penalty: 2860.379639
	Iteration 18Q: 3 clusters Score -828357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -828356.937500 Penalty: 2860.379639
	Iteration 19Q: 3 clusters Score -828356.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -828357.500000 Penalty: 2860.379639
	Iteration 20F: 3 clusters Score -828357.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -828359.875000 Penalty: 2860.379639
	Iteration 21Q: 3 clusters Score -828359.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -828359.937500 Penalty: 2860.379639
	Iteration 22Q: 3 clusters Score -828359.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -828359.937500 Penalty: 2860.379639
	Iteration 23F: 3 clusters Score -828359.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Entering Unmasked Estep 
Score: -71070.062500 Penalty: 1062.212402
	Iteration 0F: 2 clusters Score -71070.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -69921.484375 Penalty: 2124.424805
	Iteration 0F: 3 clusters Score -69921.48 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -70261.523438 Penalty: 2124.424805
	Iteration 1F: 3 clusters Score -70261.52 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -70355.625000 Penalty: 2124.424805
	Iteration 2F: 3 clusters Score -70355.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -70438.007812 Penalty: 2124.424805
	Iteration 3Q: 3 clusters Score -70438.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -70512.109375 Penalty: 2124.424805
	Iteration 4Q: 3 clusters Score -70512.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -70561.281250 Penalty: 2124.424805
	Iteration 5Q: 3 clusters Score -70561.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -70602.875000 Penalty: 2124.424805
	Iteration 6Q: 3 clusters Score -70602.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -70617.398438 Penalty: 2124.424805
	Iteration 7Q: 3 clusters Score -70617.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -70631.023438 Penalty: 2124.424805
	Iteration 8Q: 3 clusters Score -70631.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -70642.593750 Penalty: 2124.424805
	Iteration 9Q: 3 clusters Score -70642.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -70656.609375 Penalty: 2124.424805
	Iteration 10Q: 3 clusters Score -70656.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -70680.992188 Penalty: 2124.424805
	Iteration 11Q: 3 clusters Score -70680.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -70733.820312 Penalty: 2124.424805
	Iteration 12Q: 3 clusters Score -70733.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -70782.601562 Penalty: 2124.424805
	Iteration 13Q: 3 clusters Score -70782.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -70815.679688 Penalty: 2124.424805
	Iteration 14Q: 3 clusters Score -70815.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -70826.781250 Penalty: 2124.424805
	Iteration 15Q: 3 clusters Score -70826.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -70847.117188 Penalty: 2124.424805
	Iteration 16Q: 3 clusters Score -70847.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -70860.234375 Penalty: 2124.424805
	Iteration 17Q: 3 clusters Score -70860.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -70876.031250 Penalty: 2124.424805
	Iteration 18Q: 3 clusters Score -70876.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -70886.531250 Penalty: 2124.424805
	Iteration 19Q: 3 clusters Score -70886.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -70921.968750 Penalty: 2124.424805
	Iteration 20F: 3 clusters Score -70921.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -70939.609375 Penalty: 2124.424805
	Iteration 21Q: 3 clusters Score -70939.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -70948.421875 Penalty: 2124.424805
	Iteration 22Q: 3 clusters Score -70948.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -70968.320312 Penalty: 2124.424805
	Iteration 23Q: 3 clusters Score -70968.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -70978.328125 Penalty: 2124.424805
	Iteration 24Q: 3 clusters Score -70978.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -70991.828125 Penalty: 2124.424805
	Iteration 25Q: 3 clusters Score -70991.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -71000.531250 Penalty: 2124.424805
	Iteration 26Q: 3 clusters Score -71000.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -71005.937500 Penalty: 2124.424805
	Iteration 27Q: 3 clusters Score -71005.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -71011.539062 Penalty: 2124.424805
	Iteration 28Q: 3 clusters Score -71011.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -71012.742188 Penalty: 2124.424805
	Iteration 29Q: 3 clusters Score -71012.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -71012.742188 Penalty: 2124.424805
	Iteration 30F: 3 clusters Score -71012.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (74946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74946 members 
Entering Unmasked Estep 
Score: -9319951.000000 Penalty: 1823.985107
	Iteration 0F: 2 clusters Score -9319951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -9269914.000000 Penalty: 3647.970215
	Iteration 0F: 3 clusters Score -9269914 nChanged 35528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -9290184.000000 Penalty: 3647.970215
	Iteration 1F: 3 clusters Score -9290184 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -9291232.000000 Penalty: 3647.970215
	Iteration 2Q: 3 clusters Score -9291232 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -9292812.000000 Penalty: 3647.970215
	Iteration 3Q: 3 clusters Score -9292812 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 45681 members 
Entering Unmasked Estep 
Score: -9295405.000000 Penalty: 3647.970215
	Iteration 4F: 3 clusters Score -9295405 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -9299444.000000 Penalty: 3647.970215
	Iteration 5F: 3 clusters Score -9299444 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 55098 members 
Entering Unmasked Estep 
Score: -9304645.000000 Penalty: 3647.970215
	Iteration 6F: 3 clusters Score -9304645 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 59785 members 
Entering Unmasked Estep 
Score: -9309609.000000 Penalty: 3647.970215
	Iteration 7F: 3 clusters Score -9309609 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 63009 members 
Entering Unmasked Estep 
Score: -9313149.000000 Penalty: 3647.970215
	Iteration 8F: 3 clusters Score -9313149 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 64934 members 
Entering Unmasked Estep 
Score: -9315232.000000 Penalty: 3647.970215
	Iteration 9Q: 3 clusters Score -9315232 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 66140 members 
Entering Unmasked Estep 
Score: -9316324.000000 Penalty: 3647.970215
	Iteration 10Q: 3 clusters Score -9316324 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 66987 members 
Entering Unmasked Estep 
Score: -9316858.000000 Penalty: 3647.970215
	Iteration 11Q: 3 clusters Score -9316858 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 67688 members 
Entering Unmasked Estep 
Score: -9317249.000000 Penalty: 3647.970215
	Iteration 12Q: 3 clusters Score -9317249 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 68269 members 
Entering Unmasked Estep 
Score: -9317556.000000 Penalty: 3647.970215
	Iteration 13Q: 3 clusters Score -9317556 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 68774 members 
Entering Unmasked Estep 
Score: -9317763.000000 Penalty: 3647.970215
	Iteration 14Q: 3 clusters Score -9317763 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 69211 members 
Entering Unmasked Estep 
Score: -9317937.000000 Penalty: 3647.970215
	Iteration 15Q: 3 clusters Score -9317937 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 69612 members 
Entering Unmasked Estep 
Score: -9318058.000000 Penalty: 3647.970215
	Iteration 16Q: 3 clusters Score -9318058 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 69947 members 
Entering Unmasked Estep 
Score: -9318164.000000 Penalty: 3647.970215
	Iteration 17Q: 3 clusters Score -9318164 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 70260 members 
Entering Unmasked Estep 
Score: -9318265.000000 Penalty: 3647.970215
	Iteration 18Q: 3 clusters Score -9318265 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 70553 members 
Entering Unmasked Estep 
Score: -9318337.000000 Penalty: 3647.970215
	Iteration 19Q: 3 clusters Score -9318337 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 70814 members 
Entering Unmasked Estep 
Score: -9318406.000000 Penalty: 3647.970215
	Iteration 20F: 3 clusters Score -9318406 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 71074 members 
Entering Unmasked Estep 
Score: -9318458.000000 Penalty: 3647.970215
	Iteration 21Q: 3 clusters Score -9318458 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 71307 members 
Entering Unmasked Estep 
Score: -9318555.000000 Penalty: 3647.970215
	Iteration 22Q: 3 clusters Score -9318555 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 71495 members 
Entering Unmasked Estep 
Score: -9318619.000000 Penalty: 3647.970215
	Iteration 23Q: 3 clusters Score -9318619 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 71642 members 
Entering Unmasked Estep 
Score: -9318653.000000 Penalty: 3647.970215
	Iteration 24Q: 3 clusters Score -9318653 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 71754 members 
Entering Unmasked Estep 
Score: -9318673.000000 Penalty: 3647.970215
	Iteration 25Q: 3 clusters Score -9318673 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 71862 members 
Entering Unmasked Estep 
Score: -9318729.000000 Penalty: 3647.970215
	Iteration 26Q: 3 clusters Score -9318729 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 71944 members 
Entering Unmasked Estep 
Score: -9318730.000000 Penalty: 3647.970215
	Iteration 27Q: 3 clusters Score -9318730 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 72009 members 
Entering Unmasked Estep 
Score: -9318725.000000 Penalty: 3647.970215
	Iteration 28Q: 3 clusters Score -9318725 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 72052 members 
Entering Unmasked Estep 
Score: -9318743.000000 Penalty: 3647.970215
	Iteration 29Q: 3 clusters Score -9318743 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 72101 members 
Entering Unmasked Estep 
Score: -9318749.000000 Penalty: 3647.970215
	Iteration 30Q: 3 clusters Score -9318749 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 72146 members 
Entering Unmasked Estep 
Score: -9318754.000000 Penalty: 3647.970215
	Iteration 31Q: 3 clusters Score -9318754 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 72180 members 
Entering Unmasked Estep 
Score: -9318761.000000 Penalty: 3647.970215
	Iteration 32Q: 3 clusters Score -9318761 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 72222 members 
Entering Unmasked Estep 
Score: -9318780.000000 Penalty: 3647.970215
	Iteration 33Q: 3 clusters Score -9318780 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 72255 members 
Entering Unmasked Estep 
Score: -9318768.000000 Penalty: 3647.970215
	Iteration 34Q: 3 clusters Score -9318768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 72283 members 
Entering Unmasked Estep 
Score: -9318767.000000 Penalty: 3647.970215
	Iteration 35Q: 3 clusters Score -9318767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 72305 members 
Entering Unmasked Estep 
Score: -9318764.000000 Penalty: 3647.970215
	Iteration 36Q: 3 clusters Score -9318764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 72335 members 
Entering Unmasked Estep 
Score: -9318779.000000 Penalty: 3647.970215
	Iteration 37Q: 3 clusters Score -9318779 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 72367 members 
Entering Unmasked Estep 
Score: -9318792.000000 Penalty: 3647.970215
	Iteration 38Q: 3 clusters Score -9318792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 72388 members 
Entering Unmasked Estep 
Score: -9318801.000000 Penalty: 3647.970215
	Iteration 39Q: 3 clusters Score -9318801 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 72409 members 
Entering Unmasked Estep 
Score: -9318798.000000 Penalty: 3647.970215
	Iteration 40F: 3 clusters Score -9318798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 72429 members 
Entering Unmasked Estep 
Score: -9318800.000000 Penalty: 3647.970215
	Iteration 41Q: 3 clusters Score -9318800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 72442 members 
Entering Unmasked Estep 
Score: -9318800.000000 Penalty: 3647.970215
	Iteration 42Q: 3 clusters Score -9318800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 72445 members 
Entering Unmasked Estep 
Score: -9318801.000000 Penalty: 3647.970215
	Iteration 43Q: 3 clusters Score -9318801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 72449 members 
Entering Unmasked Estep 
Score: -9318803.000000 Penalty: 3647.970215
	Iteration 44Q: 3 clusters Score -9318803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 72451 members 
Entering Unmasked Estep 
Score: -9318803.000000 Penalty: 3647.970215
	Iteration 45Q: 3 clusters Score -9318803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 72453 members 
Entering Unmasked Estep 
Score: -9318800.000000 Penalty: 3647.970215
	Iteration 46Q: 3 clusters Score -9318800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 72456 members 
Entering Unmasked Estep 
Score: -9318806.000000 Penalty: 3647.970215
	Iteration 47Q: 3 clusters Score -9318806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 72460 members 
Entering Unmasked Estep 
Score: -9318805.000000 Penalty: 3647.970215
	Iteration 48Q: 3 clusters Score -9318805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 72461 members 
Entering Unmasked Estep 
Score: -9318809.000000 Penalty: 3647.970215
	Iteration 49Q: 3 clusters Score -9318809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 72463 members 
Entering Unmasked Estep 
Score: -9318805.000000 Penalty: 3647.970215
	Iteration 50Q: 3 clusters Score -9318805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 72464 members 
Entering Unmasked Estep 
Score: -9318808.000000 Penalty: 3647.970215
	Iteration 51Q: 3 clusters Score -9318808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 72465 members 
Entering Unmasked Estep 
Score: -9318804.000000 Penalty: 3647.970215
	Iteration 52Q: 3 clusters Score -9318804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 72465 members 
Entering Unmasked Estep 
Score: -9318804.000000 Penalty: 3647.970215
	Iteration 53F: 3 clusters Score -9318804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (103708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103708 members 
Entering Unmasked Estep 
Score: -12988505.000000 Penalty: 1876.766846
	Iteration 0F: 2 clusters Score -1.29885e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51792 members 
Mstep: Class 2 contains 51916 members 
Entering Unmasked Estep 
Score: -12921910.000000 Penalty: 3753.533691
	Iteration 0F: 3 clusters Score -1.292191e+07 nChanged 49678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51002 members 
Mstep: Class 2 contains 52706 members 
Entering Unmasked Estep 
Score: -12950790.000000 Penalty: 3753.533691
	Iteration 1F: 3 clusters Score -1.295079e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50695 members 
Mstep: Class 2 contains 53013 members 
Entering Unmasked Estep 
Score: -12951748.000000 Penalty: 3753.533691
	Iteration 2Q: 3 clusters Score -1.295175e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50229 members 
Mstep: Class 2 contains 53479 members 
Entering Unmasked Estep 
Score: -12952784.000000 Penalty: 3753.533691
	Iteration 3Q: 3 clusters Score -1.295278e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 54207 members 
Entering Unmasked Estep 
Score: -12954175.000000 Penalty: 3753.533691
	Iteration 4Q: 3 clusters Score -1.295418e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48576 members 
Mstep: Class 2 contains 55132 members 
Entering Unmasked Estep 
Score: -12956089.000000 Penalty: 3753.533691
	Iteration 5Q: 3 clusters Score -1.295609e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 56340 members 
Entering Unmasked Estep 
Score: -12958861.000000 Penalty: 3753.533691
	Iteration 6Q: 3 clusters Score -1.295886e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 57819 members 
Entering Unmasked Estep 
Score: -12963014.000000 Penalty: 3753.533691
	Iteration 7F: 3 clusters Score -1.296301e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 59451 members 
Entering Unmasked Estep 
Score: -12968282.000000 Penalty: 3753.533691
	Iteration 8F: 3 clusters Score -1.296828e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 60987 members 
Entering Unmasked Estep 
Score: -12973204.000000 Penalty: 3753.533691
	Iteration 9F: 3 clusters Score -1.29732e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 62235 members 
Entering Unmasked Estep 
Score: -12976239.000000 Penalty: 3753.533691
	Iteration 10F: 3 clusters Score -1.297624e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 63296 members 
Entering Unmasked Estep 
Score: -12977506.000000 Penalty: 3753.533691
	Iteration 11Q: 3 clusters Score -1.297751e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 64301 members 
Entering Unmasked Estep 
Score: -12978095.000000 Penalty: 3753.533691
	Iteration 12Q: 3 clusters Score -1.29781e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 65368 members 
Entering Unmasked Estep 
Score: -12978560.000000 Penalty: 3753.533691
	Iteration 13Q: 3 clusters Score -1.297856e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 66455 members 
Entering Unmasked Estep 
Score: -12979008.000000 Penalty: 3753.533691
	Iteration 14Q: 3 clusters Score -1.297901e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 67621 members 
Entering Unmasked Estep 
Score: -12979359.000000 Penalty: 3753.533691
	Iteration 15Q: 3 clusters Score -1.297936e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 68839 members 
Entering Unmasked Estep 
Score: -12979815.000000 Penalty: 3753.533691
	Iteration 16Q: 3 clusters Score -1.297982e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 70057 members 
Entering Unmasked Estep 
Score: -12980245.000000 Penalty: 3753.533691
	Iteration 17Q: 3 clusters Score -1.298024e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 71266 members 
Entering Unmasked Estep 
Score: -12980656.000000 Penalty: 3753.533691
	Iteration 18Q: 3 clusters Score -1.298066e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 72440 members 
Entering Unmasked Estep 
Score: -12981017.000000 Penalty: 3753.533691
	Iteration 19Q: 3 clusters Score -1.298102e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 73626 members 
Entering Unmasked Estep 
Score: -12981510.000000 Penalty: 3753.533691
	Iteration 20F: 3 clusters Score -1.298151e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 74782 members 
Entering Unmasked Estep 
Score: -12981905.000000 Penalty: 3753.533691
	Iteration 21Q: 3 clusters Score -1.29819e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 75919 members 
Entering Unmasked Estep 
Score: -12982357.000000 Penalty: 3753.533691
	Iteration 22Q: 3 clusters Score -1.298236e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 77011 members 
Entering Unmasked Estep 
Score: -12982764.000000 Penalty: 3753.533691
	Iteration 23Q: 3 clusters Score -1.298276e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 78070 members 
Entering Unmasked Estep 
Score: -12983171.000000 Penalty: 3753.533691
	Iteration 24Q: 3 clusters Score -1.298317e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 79150 members 
Entering Unmasked Estep 
Score: -12983580.000000 Penalty: 3753.533691
	Iteration 25Q: 3 clusters Score -1.298358e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 80220 members 
Entering Unmasked Estep 
Score: -12983964.000000 Penalty: 3753.533691
	Iteration 26Q: 3 clusters Score -1.298396e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 81251 members 
Entering Unmasked Estep 
Score: -12984363.000000 Penalty: 3753.533691
	Iteration 27Q: 3 clusters Score -1.298436e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 82308 members 
Entering Unmasked Estep 
Score: -12984812.000000 Penalty: 3753.533691
	Iteration 28Q: 3 clusters Score -1.298481e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 83345 members 
Entering Unmasked Estep 
Score: -12985213.000000 Penalty: 3753.533691
	Iteration 29Q: 3 clusters Score -1.298521e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 84341 members 
Entering Unmasked Estep 
Score: -12985534.000000 Penalty: 3753.533691
	Iteration 30Q: 3 clusters Score -1.298553e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 85319 members 
Entering Unmasked Estep 
Score: -12985954.000000 Penalty: 3753.533691
	Iteration 31Q: 3 clusters Score -1.298595e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 86246 members 
Entering Unmasked Estep 
Score: -12986366.000000 Penalty: 3753.533691
	Iteration 32Q: 3 clusters Score -1.298637e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 87162 members 
Entering Unmasked Estep 
Score: -12986643.000000 Penalty: 3753.533691
	Iteration 33Q: 3 clusters Score -1.298664e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 87976 members 
Entering Unmasked Estep 
Score: -12986942.000000 Penalty: 3753.533691
	Iteration 34Q: 3 clusters Score -1.298694e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 88743 members 
Entering Unmasked Estep 
Score: -12987192.000000 Penalty: 3753.533691
	Iteration 35Q: 3 clusters Score -1.298719e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 89449 members 
Entering Unmasked Estep 
Score: -12987436.000000 Penalty: 3753.533691
	Iteration 36Q: 3 clusters Score -1.298744e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 90115 members 
Entering Unmasked Estep 
Score: -12987578.000000 Penalty: 3753.533691
	Iteration 37Q: 3 clusters Score -1.298758e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 90716 members 
Entering Unmasked Estep 
Score: -12987716.000000 Penalty: 3753.533691
	Iteration 38Q: 3 clusters Score -1.298772e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 91259 members 
Entering Unmasked Estep 
Score: -12987775.000000 Penalty: 3753.533691
	Iteration 39Q: 3 clusters Score -1.298778e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 91766 members 
Entering Unmasked Estep 
Score: -12987843.000000 Penalty: 3753.533691
	Iteration 40F: 3 clusters Score -1.298784e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 92265 members 
Entering Unmasked Estep 
Score: -12987944.000000 Penalty: 3753.533691
	Iteration 41Q: 3 clusters Score -1.298794e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 92768 members 
Entering Unmasked Estep 
Score: -12988089.000000 Penalty: 3753.533691
	Iteration 42Q: 3 clusters Score -1.298809e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 93264 members 
Entering Unmasked Estep 
Score: -12988148.000000 Penalty: 3753.533691
	Iteration 43Q: 3 clusters Score -1.298815e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 93719 members 
Entering Unmasked Estep 
Score: -12988199.000000 Penalty: 3753.533691
	Iteration 44Q: 3 clusters Score -1.29882e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 94172 members 
Entering Unmasked Estep 
Score: -12988211.000000 Penalty: 3753.533691
	Iteration 45Q: 3 clusters Score -1.298821e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 94633 members 
Entering Unmasked Estep 
Score: -12988301.000000 Penalty: 3753.533691
	Iteration 46Q: 3 clusters Score -1.29883e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 95042 members 
Entering Unmasked Estep 
Score: -12988296.000000 Penalty: 3753.533691
	Iteration 47Q: 3 clusters Score -1.29883e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 95475 members 
Entering Unmasked Estep 
Score: -12988333.000000 Penalty: 3753.533691
	Iteration 48Q: 3 clusters Score -1.298833e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 95884 members 
Entering Unmasked Estep 
Score: -12988396.000000 Penalty: 3753.533691
	Iteration 49Q: 3 clusters Score -1.29884e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 96279 members 
Entering Unmasked Estep 
Score: -12988389.000000 Penalty: 3753.533691
	Iteration 50Q: 3 clusters Score -1.298839e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 96653 members 
Entering Unmasked Estep 
Score: -12988386.000000 Penalty: 3753.533691
	Iteration 51Q: 3 clusters Score -1.298839e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 97007 members 
Entering Unmasked Estep 
Score: -12988399.000000 Penalty: 3753.533691
	Iteration 52Q: 3 clusters Score -1.29884e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 97337 members 
Entering Unmasked Estep 
Score: -12988432.000000 Penalty: 3753.533691
	Iteration 53Q: 3 clusters Score -1.298843e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 97651 members 
Entering Unmasked Estep 
Score: -12988386.000000 Penalty: 3753.533691
	Iteration 54Q: 3 clusters Score -1.298839e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 97908 members 
Entering Unmasked Estep 
Score: -12988354.000000 Penalty: 3753.533691
	Iteration 55Q: 3 clusters Score -1.298835e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 98158 members 
Entering Unmasked Estep 
Score: -12988371.000000 Penalty: 3753.533691
	Iteration 56Q: 3 clusters Score -1.298837e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 98372 members 
Entering Unmasked Estep 
Score: -12988362.000000 Penalty: 3753.533691
	Iteration 57Q: 3 clusters Score -1.298836e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 98580 members 
Entering Unmasked Estep 
Score: -12988393.000000 Penalty: 3753.533691
	Iteration 58Q: 3 clusters Score -1.298839e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 98775 members 
Entering Unmasked Estep 
Score: -12988392.000000 Penalty: 3753.533691
	Iteration 59Q: 3 clusters Score -1.298839e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 98954 members 
Entering Unmasked Estep 
Score: -12988391.000000 Penalty: 3753.533691
	Iteration 60F: 3 clusters Score -1.298839e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 99110 members 
Entering Unmasked Estep 
Score: -12988360.000000 Penalty: 3753.533691
	Iteration 61Q: 3 clusters Score -1.298836e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 99240 members 
Entering Unmasked Estep 
Score: -12988288.000000 Penalty: 3753.533691
	Iteration 62Q: 3 clusters Score -1.298829e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 99355 members 
Entering Unmasked Estep 
Score: -12988285.000000 Penalty: 3753.533691
	Iteration 63Q: 3 clusters Score -1.298828e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 99462 members 
Entering Unmasked Estep 
Score: -12988292.000000 Penalty: 3753.533691
	Iteration 64Q: 3 clusters Score -1.298829e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 99557 members 
Entering Unmasked Estep 
Score: -12988261.000000 Penalty: 3753.533691
	Iteration 65Q: 3 clusters Score -1.298826e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 99665 members 
Entering Unmasked Estep 
Score: -12988215.000000 Penalty: 3753.533691
	Iteration 66Q: 3 clusters Score -1.298822e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 99768 members 
Entering Unmasked Estep 
Score: -12988227.000000 Penalty: 3753.533691
	Iteration 67Q: 3 clusters Score -1.298823e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 99858 members 
Entering Unmasked Estep 
Score: -12988217.000000 Penalty: 3753.533691
	Iteration 68Q: 3 clusters Score -1.298822e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 99948 members 
Entering Unmasked Estep 
Score: -12988217.000000 Penalty: 3753.533691
	Iteration 69Q: 3 clusters Score -1.298822e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 100046 members 
Entering Unmasked Estep 
Score: -12988214.000000 Penalty: 3753.533691
	Iteration 70Q: 3 clusters Score -1.298821e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 100124 members 
Entering Unmasked Estep 
Score: -12988214.000000 Penalty: 3753.533691
	Iteration 71Q: 3 clusters Score -1.298821e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 100195 members 
Entering Unmasked Estep 
Score: -12988209.000000 Penalty: 3753.533691
	Iteration 72Q: 3 clusters Score -1.298821e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 100252 members 
Entering Unmasked Estep 
Score: -12988210.000000 Penalty: 3753.533691
	Iteration 73Q: 3 clusters Score -1.298821e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 100314 members 
Entering Unmasked Estep 
Score: -12988219.000000 Penalty: 3753.533691
	Iteration 74Q: 3 clusters Score -1.298822e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 100358 members 
Entering Unmasked Estep 
Score: -12988218.000000 Penalty: 3753.533691
	Iteration 75Q: 3 clusters Score -1.298822e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 100393 members 
Entering Unmasked Estep 
Score: -12988224.000000 Penalty: 3753.533691
	Iteration 76Q: 3 clusters Score -1.298822e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 100431 members 
Entering Unmasked Estep 
Score: -12988243.000000 Penalty: 3753.533691
	Iteration 77Q: 3 clusters Score -1.298824e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 100460 members 
Entering Unmasked Estep 
Score: -12988220.000000 Penalty: 3753.533691
	Iteration 78Q: 3 clusters Score -1.298822e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 100489 members 
Entering Unmasked Estep 
Score: -12988226.000000 Penalty: 3753.533691
	Iteration 79Q: 3 clusters Score -1.298823e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 100522 members 
Entering Unmasked Estep 
Score: -12988215.000000 Penalty: 3753.533691
	Iteration 80F: 3 clusters Score -1.298822e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 100553 members 
Entering Unmasked Estep 
Score: -12988200.000000 Penalty: 3753.533691
	Iteration 81Q: 3 clusters Score -1.29882e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 100578 members 
Entering Unmasked Estep 
Score: -12988193.000000 Penalty: 3753.533691
	Iteration 82Q: 3 clusters Score -1.298819e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 100599 members 
Entering Unmasked Estep 
Score: -12988173.000000 Penalty: 3753.533691
	Iteration 83Q: 3 clusters Score -1.298817e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 100616 members 
Entering Unmasked Estep 
Score: -12988165.000000 Penalty: 3753.533691
	Iteration 84Q: 3 clusters Score -1.298816e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 100626 members 
Entering Unmasked Estep 
Score: -12988163.000000 Penalty: 3753.533691
	Iteration 85Q: 3 clusters Score -1.298816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 100631 members 
Entering Unmasked Estep 
Score: -12988161.000000 Penalty: 3753.533691
	Iteration 86Q: 3 clusters Score -1.298816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 100635 members 
Entering Unmasked Estep 
Score: -12988153.000000 Penalty: 3753.533691
	Iteration 87Q: 3 clusters Score -1.298815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 100637 members 
Entering Unmasked Estep 
Score: -12988161.000000 Penalty: 3753.533691
	Iteration 88Q: 3 clusters Score -1.298816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 100638 members 
Entering Unmasked Estep 
Score: -12988164.000000 Penalty: 3753.533691
	Iteration 89Q: 3 clusters Score -1.298816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 100638 members 
Entering Unmasked Estep 
Score: -12988161.000000 Penalty: 3753.533691
	Iteration 90Q: 3 clusters Score -1.298816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 100640 members 
Entering Unmasked Estep 
Score: -12988159.000000 Penalty: 3753.533691
	Iteration 91Q: 3 clusters Score -1.298816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 100643 members 
Entering Unmasked Estep 
Score: -12988166.000000 Penalty: 3753.533691
	Iteration 92Q: 3 clusters Score -1.298817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 100647 members 
Entering Unmasked Estep 
Score: -12988158.000000 Penalty: 3753.533691
	Iteration 93Q: 3 clusters Score -1.298816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 100649 members 
Entering Unmasked Estep 
Score: -12988151.000000 Penalty: 3753.533691
	Iteration 94Q: 3 clusters Score -1.298815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 100651 members 
Entering Unmasked Estep 
Score: -12988152.000000 Penalty: 3753.533691
	Iteration 95Q: 3 clusters Score -1.298815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 100657 members 
Entering Unmasked Estep 
Score: -12988150.000000 Penalty: 3753.533691
	Iteration 96Q: 3 clusters Score -1.298815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 100665 members 
Entering Unmasked Estep 
Score: -12988156.000000 Penalty: 3753.533691
	Iteration 97Q: 3 clusters Score -1.298816e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 100677 members 
Entering Unmasked Estep 
Score: -12988155.000000 Penalty: 3753.533691
	Iteration 98Q: 3 clusters Score -1.298816e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 100689 members 
Entering Unmasked Estep 
Score: -12988143.000000 Penalty: 3753.533691
	Iteration 99Q: 3 clusters Score -1.298814e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 100701 members 
Entering Unmasked Estep 
Score: -12988154.000000 Penalty: 3753.533691
	Iteration 100F: 3 clusters Score -1.298815e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 100713 members 
Entering Unmasked Estep 
Score: -12988142.000000 Penalty: 3753.533691
	Iteration 101Q: 3 clusters Score -1.298814e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 100719 members 
Entering Unmasked Estep 
Score: -12988136.000000 Penalty: 3753.533691
	Iteration 102Q: 3 clusters Score -1.298814e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 100730 members 
Entering Unmasked Estep 
Score: -12988134.000000 Penalty: 3753.533691
	Iteration 103Q: 3 clusters Score -1.298813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 100741 members 
Entering Unmasked Estep 
Score: -12988147.000000 Penalty: 3753.533691
	Iteration 104Q: 3 clusters Score -1.298815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 100750 members 
Entering Unmasked Estep 
Score: -12988141.000000 Penalty: 3753.533691
	Iteration 105Q: 3 clusters Score -1.298814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 100759 members 
Entering Unmasked Estep 
Score: -12988142.000000 Penalty: 3753.533691
	Iteration 106Q: 3 clusters Score -1.298814e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 100775 members 
Entering Unmasked Estep 
Score: -12988149.000000 Penalty: 3753.533691
	Iteration 107Q: 3 clusters Score -1.298815e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 100792 members 
Entering Unmasked Estep 
Score: -12988136.000000 Penalty: 3753.533691
	Iteration 108Q: 3 clusters Score -1.298814e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 100811 members 
Entering Unmasked Estep 
Score: -12988129.000000 Penalty: 3753.533691
	Iteration 109Q: 3 clusters Score -1.298813e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 100823 members 
Entering Unmasked Estep 
Score: -12988122.000000 Penalty: 3753.533691
	Iteration 110Q: 3 clusters Score -1.298812e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 100832 members 
Entering Unmasked Estep 
Score: -12988118.000000 Penalty: 3753.533691
	Iteration 111Q: 3 clusters Score -1.298812e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 100842 members 
Entering Unmasked Estep 
Score: -12988128.000000 Penalty: 3753.533691
	Iteration 112Q: 3 clusters Score -1.298813e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 100858 members 
Entering Unmasked Estep 
Score: -12988122.000000 Penalty: 3753.533691
	Iteration 113Q: 3 clusters Score -1.298812e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 100873 members 
Entering Unmasked Estep 
Score: -12988140.000000 Penalty: 3753.533691
	Iteration 114Q: 3 clusters Score -1.298814e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 100886 members 
Entering Unmasked Estep 
Score: -12988117.000000 Penalty: 3753.533691
	Iteration 115Q: 3 clusters Score -1.298812e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 100897 members 
Entering Unmasked Estep 
Score: -12988120.000000 Penalty: 3753.533691
	Iteration 116Q: 3 clusters Score -1.298812e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 100901 members 
Entering Unmasked Estep 
Score: -12988132.000000 Penalty: 3753.533691
	Iteration 117Q: 3 clusters Score -1.298813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 100912 members 
Entering Unmasked Estep 
Score: -12988132.000000 Penalty: 3753.533691
	Iteration 118Q: 3 clusters Score -1.298813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 100921 members 
Entering Unmasked Estep 
Score: -12988120.000000 Penalty: 3753.533691
	Iteration 119Q: 3 clusters Score -1.298812e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 100931 members 
Entering Unmasked Estep 
Score: -12988109.000000 Penalty: 3753.533691
	Iteration 120F: 3 clusters Score -1.298811e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 100943 members 
Entering Unmasked Estep 
Score: -12988101.000000 Penalty: 3753.533691
	Iteration 121Q: 3 clusters Score -1.29881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 100950 members 
Entering Unmasked Estep 
Score: -12988091.000000 Penalty: 3753.533691
	Iteration 122Q: 3 clusters Score -1.298809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 100954 members 
Entering Unmasked Estep 
Score: -12988092.000000 Penalty: 3753.533691
	Iteration 123Q: 3 clusters Score -1.298809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 100958 members 
Entering Unmasked Estep 
Score: -12988103.000000 Penalty: 3753.533691
	Iteration 124Q: 3 clusters Score -1.29881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 100962 members 
Entering Unmasked Estep 
Score: -12988091.000000 Penalty: 3753.533691
	Iteration 125Q: 3 clusters Score -1.298809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 100965 members 
Entering Unmasked Estep 
Score: -12988097.000000 Penalty: 3753.533691
	Iteration 126Q: 3 clusters Score -1.29881e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 100971 members 
Entering Unmasked Estep 
Score: -12988090.000000 Penalty: 3753.533691
	Iteration 127Q: 3 clusters Score -1.298809e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 100982 members 
Entering Unmasked Estep 
Score: -12988087.000000 Penalty: 3753.533691
	Iteration 128Q: 3 clusters Score -1.298809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 100987 members 
Entering Unmasked Estep 
Score: -12988083.000000 Penalty: 3753.533691
	Iteration 129Q: 3 clusters Score -1.298808e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 100996 members 
Entering Unmasked Estep 
Score: -12988103.000000 Penalty: 3753.533691
	Iteration 130Q: 3 clusters Score -1.29881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 101001 members 
Entering Unmasked Estep 
Score: -12988094.000000 Penalty: 3753.533691
	Iteration 131Q: 3 clusters Score -1.298809e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 101005 members 
Entering Unmasked Estep 
Score: -12988093.000000 Penalty: 3753.533691
	Iteration 132Q: 3 clusters Score -1.298809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 101006 members 
Entering Unmasked Estep 
Score: -12988101.000000 Penalty: 3753.533691
	Iteration 133Q: 3 clusters Score -1.29881e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 101010 members 
Entering Unmasked Estep 
Score: -12988104.000000 Penalty: 3753.533691
	Iteration 134Q: 3 clusters Score -1.29881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 101010 members 
Entering Unmasked Estep 
Score: -12988100.000000 Penalty: 3753.533691
	Iteration 135Q: 3 clusters Score -1.29881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 101012 members 
Entering Unmasked Estep 
Score: -12988102.000000 Penalty: 3753.533691
	Iteration 136Q: 3 clusters Score -1.29881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 101015 members 
Entering Unmasked Estep 
Score: -12988099.000000 Penalty: 3753.533691
	Iteration 137Q: 3 clusters Score -1.29881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 101017 members 
Entering Unmasked Estep 
Score: -12988096.000000 Penalty: 3753.533691
	Iteration 138Q: 3 clusters Score -1.29881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 101018 members 
Entering Unmasked Estep 
Score: -12988106.000000 Penalty: 3753.533691
	Iteration 139Q: 3 clusters Score -1.298811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 101018 members 
Entering Unmasked Estep 
Score: -12988107.000000 Penalty: 3753.533691
	Iteration 140F: 3 clusters Score -1.298811e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (72098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72098 members 
Entering Unmasked Estep 
Score: -9118050.000000 Penalty: 1817.689453
	Iteration 0F: 2 clusters Score -9118050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -9069816.000000 Penalty: 3635.378906
	Iteration 0F: 3 clusters Score -9069816 nChanged 34461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -9089788.000000 Penalty: 3635.378906
	Iteration 1F: 3 clusters Score -9089788 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -9090433.000000 Penalty: 3635.378906
	Iteration 2Q: 3 clusters Score -9090433 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -9091306.000000 Penalty: 3635.378906
	Iteration 3Q: 3 clusters Score -9091306 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -9092573.000000 Penalty: 3635.378906
	Iteration 4Q: 3 clusters Score -9092573 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -9094231.000000 Penalty: 3635.378906
	Iteration 5Q: 3 clusters Score -9094231 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45685 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -9096741.000000 Penalty: 3635.378906
	Iteration 6F: 3 clusters Score -9096741 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49311 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -9100055.000000 Penalty: 3635.378906
	Iteration 7F: 3 clusters Score -9100055 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53092 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -9103555.000000 Penalty: 3635.378906
	Iteration 8F: 3 clusters Score -9103555 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56390 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -9106582.000000 Penalty: 3635.378906
	Iteration 9F: 3 clusters Score -9106582 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59019 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -9108842.000000 Penalty: 3635.378906
	Iteration 10Q: 3 clusters Score -9108842 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61156 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -9110429.000000 Penalty: 3635.378906
	Iteration 11Q: 3 clusters Score -9110429 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62839 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -9111578.000000 Penalty: 3635.378906
	Iteration 12Q: 3 clusters Score -9111578 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64272 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -9112469.000000 Penalty: 3635.378906
	Iteration 13Q: 3 clusters Score -9112469 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65511 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -9113248.000000 Penalty: 3635.378906
	Iteration 14Q: 3 clusters Score -9113248 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66554 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -9113845.000000 Penalty: 3635.378906
	Iteration 15Q: 3 clusters Score -9113845 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67460 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -9114292.000000 Penalty: 3635.378906
	Iteration 16Q: 3 clusters Score -9114292 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68254 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -9114797.000000 Penalty: 3635.378906
	Iteration 17Q: 3 clusters Score -9114797 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68919 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -9115145.000000 Penalty: 3635.378906
	Iteration 18Q: 3 clusters Score -9115145 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69414 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -9115414.000000 Penalty: 3635.378906
	Iteration 19Q: 3 clusters Score -9115414 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69826 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -9115618.000000 Penalty: 3635.378906
	Iteration 20F: 3 clusters Score -9115618 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70141 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -9115772.000000 Penalty: 3635.378906
	Iteration 21Q: 3 clusters Score -9115772 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70408 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -9115886.000000 Penalty: 3635.378906
	Iteration 22Q: 3 clusters Score -9115886 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70640 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -9116010.000000 Penalty: 3635.378906
	Iteration 23Q: 3 clusters Score -9116010 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70835 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -9116117.000000 Penalty: 3635.378906
	Iteration 24Q: 3 clusters Score -9116117 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70977 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -9116187.000000 Penalty: 3635.378906
	Iteration 25Q: 3 clusters Score -9116187 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71089 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -9116237.000000 Penalty: 3635.378906
	Iteration 26Q: 3 clusters Score -9116237 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71163 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -9116295.000000 Penalty: 3635.378906
	Iteration 27Q: 3 clusters Score -9116295 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71224 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -9116324.000000 Penalty: 3635.378906
	Iteration 28Q: 3 clusters Score -9116324 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71274 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -9116357.000000 Penalty: 3635.378906
	Iteration 29Q: 3 clusters Score -9116357 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71311 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9116387.000000 Penalty: 3635.378906
	Iteration 30Q: 3 clusters Score -9116387 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71346 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9116413.000000 Penalty: 3635.378906
	Iteration 31Q: 3 clusters Score -9116413 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71368 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -9116423.000000 Penalty: 3635.378906
	Iteration 32Q: 3 clusters Score -9116423 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71391 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -9116434.000000 Penalty: 3635.378906
	Iteration 33Q: 3 clusters Score -9116434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71408 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -9116442.000000 Penalty: 3635.378906
	Iteration 34Q: 3 clusters Score -9116442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71420 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -9116456.000000 Penalty: 3635.378906
	Iteration 35Q: 3 clusters Score -9116456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71428 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9116461.000000 Penalty: 3635.378906
	Iteration 36Q: 3 clusters Score -9116461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71434 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9116466.000000 Penalty: 3635.378906
	Iteration 37Q: 3 clusters Score -9116466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71446 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9116475.000000 Penalty: 3635.378906
	Iteration 38Q: 3 clusters Score -9116475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71460 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9116482.000000 Penalty: 3635.378906
	Iteration 39Q: 3 clusters Score -9116482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71463 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -9116487.000000 Penalty: 3635.378906
	Iteration 40F: 3 clusters Score -9116487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71472 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -9116496.000000 Penalty: 3635.378906
	Iteration 41Q: 3 clusters Score -9116496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71476 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -9116498.000000 Penalty: 3635.378906
	Iteration 42Q: 3 clusters Score -9116498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71476 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -9116495.000000 Penalty: 3635.378906
	Iteration 43Q: 3 clusters Score -9116495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71479 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -9116501.000000 Penalty: 3635.378906
	Iteration 44Q: 3 clusters Score -9116501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71481 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -9116501.000000 Penalty: 3635.378906
	Iteration 45Q: 3 clusters Score -9116501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71484 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -9116500.000000 Penalty: 3635.378906
	Iteration 46Q: 3 clusters Score -9116500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71485 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -9116508.000000 Penalty: 3635.378906
	Iteration 47Q: 3 clusters Score -9116508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71485 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -9116508.000000 Penalty: 3635.378906
	Iteration 48F: 3 clusters Score -9116508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Entering Unmasked Estep 
Score: -113139.625000 Penalty: 1135.617188
	Iteration 0F: 2 clusters Score -113139.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -111749.992188 Penalty: 2271.234375
	Iteration 0F: 3 clusters Score -111750 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -112280.242188 Penalty: 2271.234375
	Iteration 1F: 3 clusters Score -112280.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -112597.578125 Penalty: 2271.234375
	Iteration 2F: 3 clusters Score -112597.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -112878.523438 Penalty: 2271.234375
	Iteration 3F: 3 clusters Score -112878.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -113139.015625 Penalty: 2271.234375
	Iteration 4F: 3 clusters Score -113139 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -113382.882812 Penalty: 2271.234375
	Iteration 5F: 3 clusters Score -113382.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -113520.507812 Penalty: 2271.234375
	Iteration 6F: 3 clusters Score -113520.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -113564.242188 Penalty: 2271.234375
	Iteration 7Q: 3 clusters Score -113564.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -113576.226562 Penalty: 2271.234375
	Iteration 8Q: 3 clusters Score -113576.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -113580.929688 Penalty: 2271.234375
	Iteration 9Q: 3 clusters Score -113580.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -113581.828125 Penalty: 2271.234375
	Iteration 10Q: 3 clusters Score -113581.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -113581.867188 Penalty: 2271.234375
	Iteration 11Q: 3 clusters Score -113581.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -113581.867188 Penalty: 2271.234375
	Iteration 12F: 3 clusters Score -113581.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 821 members 
Mstep: Class 3 contains 16673 members 
Mstep: Class 4 contains 10273 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 7797 members 
Mstep: Class 7 contains 740 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 4539 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 13803 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 45700 members 
Mstep: Class 14 contains 56468 members 
Mstep: Class 15 contains 9800 members 
Mstep: Class 16 contains 7890 members 
Mstep: Class 17 contains 109056 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 9851 members 
Mstep: Class 20 contains 39861 members 
Mstep: Class 21 contains 6642 members 
Mstep: Class 22 contains 690 members 
Mstep: Class 23 contains 74946 members 
Mstep: Class 24 contains 103708 members 
Mstep: Class 25 contains 72098 members 
Mstep: Class 26 contains 318 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 112113 members 
Mstep: Class 29 contains 4856 members 
Mstep: Class 30 contains 74039 members 
Mstep: Class 31 contains 93712 members 
Mstep: Class 32 contains 4838 members 
Mstep: Class 33 contains 457 members 
Mstep: Class 34 contains 1110 members 
Mstep: Class 35 contains 6980 members 
Mstep: Class 36 contains 766 members 
Entering Unmasked Estep 
Score: -111760464.000000 Penalty: 80323.031250
Splitting cluster 26 changes total score from -111756064.000000 to -111760464.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 27 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -22474.996094 Penalty: 1010.198486
	Iteration 0F: 2 clusters Score -22475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21800.615234 Penalty: 2020.396973
	Iteration 0F: 3 clusters Score -21800.62 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22853.441406 Penalty: 2020.396973
	Iteration 1F: 3 clusters Score -22853.44 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -23243.312500 Penalty: 2020.396973
	Iteration 2F: 3 clusters Score -23243.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23385.001953 Penalty: 2020.396973
	Iteration 3Q: 3 clusters Score -23385 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23578.726562 Penalty: 2020.396973
	Iteration 4Q: 3 clusters Score -23578.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -23645.681641 Penalty: 2020.396973
	Iteration 5Q: 3 clusters Score -23645.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -23706.566406 Penalty: 2020.396973
	Iteration 6Q: 3 clusters Score -23706.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -23728.593750 Penalty: 2020.396973
	Iteration 7Q: 3 clusters Score -23728.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -23739.859375 Penalty: 2020.396973
	Iteration 8Q: 3 clusters Score -23739.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -23751.568359 Penalty: 2020.396973
	Iteration 9Q: 3 clusters Score -23751.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -23765.041016 Penalty: 2020.396973
	Iteration 10Q: 3 clusters Score -23765.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -23767.953125 Penalty: 2020.396973
	Iteration 11Q: 3 clusters Score -23767.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -23769.447266 Penalty: 2020.396973
	Iteration 12Q: 3 clusters Score -23769.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -23772.212891 Penalty: 2020.396973
	Iteration 13Q: 3 clusters Score -23772.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -23775.964844 Penalty: 2020.396973
	Iteration 14Q: 3 clusters Score -23775.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -23777.087891 Penalty: 2020.396973
	Iteration 15Q: 3 clusters Score -23777.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -23778.542969 Penalty: 2020.396973
	Iteration 16F: 3 clusters Score -23778.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -23789.410156 Penalty: 2020.396973
	Iteration 17Q: 3 clusters Score -23789.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -23798.285156 Penalty: 2020.396973
	Iteration 18Q: 3 clusters Score -23798.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -23836.808594 Penalty: 2020.396973
	Iteration 19Q: 3 clusters Score -23836.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23879.988281 Penalty: 2020.396973
	Iteration 20F: 3 clusters Score -23879.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23895.648438 Penalty: 2020.396973
	Iteration 21Q: 3 clusters Score -23895.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -23902.265625 Penalty: 2020.396973
	Iteration 22Q: 3 clusters Score -23902.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -23903.595703 Penalty: 2020.396973
	Iteration 23Q: 3 clusters Score -23903.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -23903.595703 Penalty: 2020.396973
	Iteration 24F: 3 clusters Score -23903.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 821 members 
Mstep: Class 3 contains 16673 members 
Mstep: Class 4 contains 10273 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 7797 members 
Mstep: Class 7 contains 740 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 4539 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 13803 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 45700 members 
Mstep: Class 14 contains 56468 members 
Mstep: Class 15 contains 9800 members 
Mstep: Class 16 contains 7890 members 
Mstep: Class 17 contains 109056 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 9851 members 
Mstep: Class 20 contains 39861 members 
Mstep: Class 21 contains 6642 members 
Mstep: Class 22 contains 690 members 
Mstep: Class 23 contains 74946 members 
Mstep: Class 24 contains 103708 members 
Mstep: Class 25 contains 72098 members 
Mstep: Class 26 contains 318 members 
Mstep: Class 27 contains 236 members 
Mstep: Class 28 contains 112113 members 
Mstep: Class 29 contains 4856 members 
Mstep: Class 30 contains 74039 members 
Mstep: Class 31 contains 93712 members 
Mstep: Class 32 contains 4838 members 
Mstep: Class 33 contains 457 members 
Mstep: Class 34 contains 1110 members 
Mstep: Class 35 contains 6980 members 
Mstep: Class 36 contains 766 members 
Mstep: Class 37 contains 265 members 
Entering Unmasked Estep 
Score: -111760768.000000 Penalty: 82554.226562
Splitting cluster 27 changes total score from -111756064.000000 to -111760768.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 28 (112113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112113 members 
Entering Unmasked Estep 
Score: -14050408.000000 Penalty: 1889.430054
	Iteration 0F: 2 clusters Score -1.405041e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55684 members 
Mstep: Class 2 contains 56429 members 
Entering Unmasked Estep 
Score: -13978210.000000 Penalty: 3778.860107
	Iteration 0F: 3 clusters Score -1.397821e+07 nChanged 53830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 62335 members 
Entering Unmasked Estep 
Score: -14010114.000000 Penalty: 3778.860107
	Iteration 1F: 3 clusters Score -1.401011e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45944 members 
Mstep: Class 2 contains 66169 members 
Entering Unmasked Estep 
Score: -14011896.000000 Penalty: 3778.860107
	Iteration 2Q: 3 clusters Score -1.40119e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 71752 members 
Entering Unmasked Estep 
Score: -14015246.000000 Penalty: 3778.860107
	Iteration 3F: 3 clusters Score -1.401525e+07 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 79337 members 
Entering Unmasked Estep 
Score: -14020762.000000 Penalty: 3778.860107
	Iteration 4F: 3 clusters Score -1.402076e+07 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 88197 members 
Entering Unmasked Estep 
Score: -14028555.000000 Penalty: 3778.860107
	Iteration 5F: 3 clusters Score -1.402856e+07 nChanged 8518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 96547 members 
Entering Unmasked Estep 
Score: -14037325.000000 Penalty: 3778.860107
	Iteration 6F: 3 clusters Score -1.403732e+07 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 103554 members 
Entering Unmasked Estep 
Score: -14043894.000000 Penalty: 3778.860107
	Iteration 7F: 3 clusters Score -1.404389e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 108436 members 
Entering Unmasked Estep 
Score: -14047165.000000 Penalty: 3778.860107
	Iteration 8Q: 3 clusters Score -1.404716e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 110878 members 
Entering Unmasked Estep 
Score: -14048343.000000 Penalty: 3778.860107
	Iteration 9Q: 3 clusters Score -1.404834e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 111691 members 
Entering Unmasked Estep 
Score: -14048657.000000 Penalty: 3778.860107
	Iteration 10Q: 3 clusters Score -1.404866e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 111887 members 
Entering Unmasked Estep 
Score: -14048745.000000 Penalty: 3778.860107
	Iteration 11Q: 3 clusters Score -1.404874e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 111959 members 
Entering Unmasked Estep 
Score: -14048773.000000 Penalty: 3778.860107
	Iteration 12Q: 3 clusters Score -1.404877e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 111975 members 
Entering Unmasked Estep 
Score: -14048811.000000 Penalty: 3778.860107
	Iteration 13Q: 3 clusters Score -1.404881e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 111981 members 
Entering Unmasked Estep 
Score: -14048812.000000 Penalty: 3778.860107
	Iteration 14Q: 3 clusters Score -1.404881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 111983 members 
Entering Unmasked Estep 
Score: -14048812.000000 Penalty: 3778.860107
	Iteration 15Q: 3 clusters Score -1.404881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 111983 members 
Entering Unmasked Estep 
Score: -14048812.000000 Penalty: 3778.860107
	Iteration 16F: 3 clusters Score -1.404881e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Entering Unmasked Estep 
Score: -603556.187500 Penalty: 1379.295166
	Iteration 0F: 2 clusters Score -603556.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -599743.375000 Penalty: 2758.590332
	Iteration 0F: 3 clusters Score -599743.4 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -600747.562500 Penalty: 2758.590332
	Iteration 1F: 3 clusters Score -600747.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -600906.625000 Penalty: 2758.590332
	Iteration 2F: 3 clusters Score -600906.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -600993.437500 Penalty: 2758.590332
	Iteration 3Q: 3 clusters Score -600993.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -601062.562500 Penalty: 2758.590332
	Iteration 4Q: 3 clusters Score -601062.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -601109.375000 Penalty: 2758.590332
	Iteration 5Q: 3 clusters Score -601109.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -601152.625000 Penalty: 2758.590332
	Iteration 6Q: 3 clusters Score -601152.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -601188.312500 Penalty: 2758.590332
	Iteration 7Q: 3 clusters Score -601188.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -601235.937500 Penalty: 2758.590332
	Iteration 8Q: 3 clusters Score -601235.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -601274.375000 Penalty: 2758.590332
	Iteration 9Q: 3 clusters Score -601274.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -601308.937500 Penalty: 2758.590332
	Iteration 10Q: 3 clusters Score -601308.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -601345.687500 Penalty: 2758.590332
	Iteration 11Q: 3 clusters Score -601345.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -601392.500000 Penalty: 2758.590332
	Iteration 12Q: 3 clusters Score -601392.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -601445.312500 Penalty: 2758.590332
	Iteration 13Q: 3 clusters Score -601445.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -601495.312500 Penalty: 2758.590332
	Iteration 14Q: 3 clusters Score -601495.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -601540.437500 Penalty: 2758.590332
	Iteration 15Q: 3 clusters Score -601540.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -601592.750000 Penalty: 2758.590332
	Iteration 16Q: 3 clusters Score -601592.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -601651.187500 Penalty: 2758.590332
	Iteration 17Q: 3 clusters Score -601651.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -601710.937500 Penalty: 2758.590332
	Iteration 18Q: 3 clusters Score -601710.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -601770.375000 Penalty: 2758.590332
	Iteration 19Q: 3 clusters Score -601770.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -601832.437500 Penalty: 2758.590332
	Iteration 20F: 3 clusters Score -601832.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -601898.062500 Penalty: 2758.590332
	Iteration 21Q: 3 clusters Score -601898.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -601981.187500 Penalty: 2758.590332
	Iteration 22Q: 3 clusters Score -601981.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -602063.687500 Penalty: 2758.590332
	Iteration 23Q: 3 clusters Score -602063.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -602127.937500 Penalty: 2758.590332
	Iteration 24Q: 3 clusters Score -602127.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -602184.937500 Penalty: 2758.590332
	Iteration 25Q: 3 clusters Score -602184.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -602224.500000 Penalty: 2758.590332
	Iteration 26Q: 3 clusters Score -602224.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -602248.625000 Penalty: 2758.590332
	Iteration 27Q: 3 clusters Score -602248.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -602264.375000 Penalty: 2758.590332
	Iteration 28Q: 3 clusters Score -602264.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -602281.687500 Penalty: 2758.590332
	Iteration 29Q: 3 clusters Score -602281.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -602300.437500 Penalty: 2758.590332
	Iteration 30Q: 3 clusters Score -602300.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -602313.875000 Penalty: 2758.590332
	Iteration 31Q: 3 clusters Score -602313.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -602324.750000 Penalty: 2758.590332
	Iteration 32Q: 3 clusters Score -602324.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -602332.812500 Penalty: 2758.590332
	Iteration 33Q: 3 clusters Score -602332.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -602336.875000 Penalty: 2758.590332
	Iteration 34Q: 3 clusters Score -602336.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -602344.125000 Penalty: 2758.590332
	Iteration 35Q: 3 clusters Score -602344.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -602347.937500 Penalty: 2758.590332
	Iteration 36Q: 3 clusters Score -602347.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -602350.875000 Penalty: 2758.590332
	Iteration 37Q: 3 clusters Score -602350.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -602353.437500 Penalty: 2758.590332
	Iteration 38Q: 3 clusters Score -602353.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -602356.812500 Penalty: 2758.590332
	Iteration 39Q: 3 clusters Score -602356.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -602360.312500 Penalty: 2758.590332
	Iteration 40F: 3 clusters Score -602360.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -602365.125000 Penalty: 2758.590332
	Iteration 41Q: 3 clusters Score -602365.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -602373.750000 Penalty: 2758.590332
	Iteration 42Q: 3 clusters Score -602373.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -602378.562500 Penalty: 2758.590332
	Iteration 43Q: 3 clusters Score -602378.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -602384.000000 Penalty: 2758.590332
	Iteration 44Q: 3 clusters Score -602384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -602387.437500 Penalty: 2758.590332
	Iteration 45Q: 3 clusters Score -602387.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -602393.000000 Penalty: 2758.590332
	Iteration 46Q: 3 clusters Score -602393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -602396.875000 Penalty: 2758.590332
	Iteration 47Q: 3 clusters Score -602396.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -602399.000000 Penalty: 2758.590332
	Iteration 48Q: 3 clusters Score -602399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -602399.687500 Penalty: 2758.590332
	Iteration 49Q: 3 clusters Score -602399.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -602400.562500 Penalty: 2758.590332
	Iteration 50Q: 3 clusters Score -602400.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -602400.562500 Penalty: 2758.590332
	Iteration 51F: 3 clusters Score -602400.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (74039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74039 members 
Entering Unmasked Estep 
Score: -9006037.000000 Penalty: 1822.006348
	Iteration 0F: 2 clusters Score -9006037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -8956556.000000 Penalty: 3644.012695
	Iteration 0F: 3 clusters Score -8956556 nChanged 35232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -8977278.000000 Penalty: 3644.012695
	Iteration 1F: 3 clusters Score -8977278 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -8978117.000000 Penalty: 3644.012695
	Iteration 2Q: 3 clusters Score -8978117 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -8979001.000000 Penalty: 3644.012695
	Iteration 3Q: 3 clusters Score -8979001 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -8980253.000000 Penalty: 3644.012695
	Iteration 4Q: 3 clusters Score -8980253 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -8981924.000000 Penalty: 3644.012695
	Iteration 5Q: 3 clusters Score -8981924 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 46303 members 
Entering Unmasked Estep 
Score: -8984210.000000 Penalty: 3644.012695
	Iteration 6F: 3 clusters Score -8984210 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -8987185.000000 Penalty: 3644.012695
	Iteration 7F: 3 clusters Score -8987185 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 52254 members 
Entering Unmasked Estep 
Score: -8990417.000000 Penalty: 3644.012695
	Iteration 8F: 3 clusters Score -8990417 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 54790 members 
Entering Unmasked Estep 
Score: -8993130.000000 Penalty: 3644.012695
	Iteration 9F: 3 clusters Score -8993130 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 56673 members 
Entering Unmasked Estep 
Score: -8995102.000000 Penalty: 3644.012695
	Iteration 10Q: 3 clusters Score -8995102 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 58155 members 
Entering Unmasked Estep 
Score: -8996409.000000 Penalty: 3644.012695
	Iteration 11Q: 3 clusters Score -8996409 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 59436 members 
Entering Unmasked Estep 
Score: -8997439.000000 Penalty: 3644.012695
	Iteration 12Q: 3 clusters Score -8997439 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 60581 members 
Entering Unmasked Estep 
Score: -8998389.000000 Penalty: 3644.012695
	Iteration 13Q: 3 clusters Score -8998389 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 61648 members 
Entering Unmasked Estep 
Score: -8999452.000000 Penalty: 3644.012695
	Iteration 14Q: 3 clusters Score -8999452 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 62552 members 
Entering Unmasked Estep 
Score: -9000513.000000 Penalty: 3644.012695
	Iteration 15Q: 3 clusters Score -9000513 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 63235 members 
Entering Unmasked Estep 
Score: -9001155.000000 Penalty: 3644.012695
	Iteration 16Q: 3 clusters Score -9001155 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 63753 members 
Entering Unmasked Estep 
Score: -9001458.000000 Penalty: 3644.012695
	Iteration 17Q: 3 clusters Score -9001458 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 64223 members 
Entering Unmasked Estep 
Score: -9001747.000000 Penalty: 3644.012695
	Iteration 18Q: 3 clusters Score -9001747 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 64671 members 
Entering Unmasked Estep 
Score: -9001932.000000 Penalty: 3644.012695
	Iteration 19Q: 3 clusters Score -9001932 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 65128 members 
Entering Unmasked Estep 
Score: -9002106.000000 Penalty: 3644.012695
	Iteration 20F: 3 clusters Score -9002106 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 65625 members 
Entering Unmasked Estep 
Score: -9002292.000000 Penalty: 3644.012695
	Iteration 21Q: 3 clusters Score -9002292 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 66114 members 
Entering Unmasked Estep 
Score: -9002447.000000 Penalty: 3644.012695
	Iteration 22Q: 3 clusters Score -9002447 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 66560 members 
Entering Unmasked Estep 
Score: -9002609.000000 Penalty: 3644.012695
	Iteration 23Q: 3 clusters Score -9002609 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 67007 members 
Entering Unmasked Estep 
Score: -9002766.000000 Penalty: 3644.012695
	Iteration 24Q: 3 clusters Score -9002766 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 67472 members 
Entering Unmasked Estep 
Score: -9002948.000000 Penalty: 3644.012695
	Iteration 25Q: 3 clusters Score -9002948 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 67927 members 
Entering Unmasked Estep 
Score: -9003127.000000 Penalty: 3644.012695
	Iteration 26Q: 3 clusters Score -9003127 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 68381 members 
Entering Unmasked Estep 
Score: -9003322.000000 Penalty: 3644.012695
	Iteration 27Q: 3 clusters Score -9003322 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 68803 members 
Entering Unmasked Estep 
Score: -9003415.000000 Penalty: 3644.012695
	Iteration 28Q: 3 clusters Score -9003415 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 69205 members 
Entering Unmasked Estep 
Score: -9003538.000000 Penalty: 3644.012695
	Iteration 29Q: 3 clusters Score -9003538 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 69586 members 
Entering Unmasked Estep 
Score: -9003691.000000 Penalty: 3644.012695
	Iteration 30Q: 3 clusters Score -9003691 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 69935 members 
Entering Unmasked Estep 
Score: -9003811.000000 Penalty: 3644.012695
	Iteration 31Q: 3 clusters Score -9003811 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 70252 members 
Entering Unmasked Estep 
Score: -9003904.000000 Penalty: 3644.012695
	Iteration 32Q: 3 clusters Score -9003904 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 70541 members 
Entering Unmasked Estep 
Score: -9004010.000000 Penalty: 3644.012695
	Iteration 33Q: 3 clusters Score -9004010 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 70814 members 
Entering Unmasked Estep 
Score: -9004094.000000 Penalty: 3644.012695
	Iteration 34Q: 3 clusters Score -9004094 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 71040 members 
Entering Unmasked Estep 
Score: -9004150.000000 Penalty: 3644.012695
	Iteration 35Q: 3 clusters Score -9004150 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 71232 members 
Entering Unmasked Estep 
Score: -9004217.000000 Penalty: 3644.012695
	Iteration 36Q: 3 clusters Score -9004217 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 71420 members 
Entering Unmasked Estep 
Score: -9004289.000000 Penalty: 3644.012695
	Iteration 37Q: 3 clusters Score -9004289 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 71593 members 
Entering Unmasked Estep 
Score: -9004354.000000 Penalty: 3644.012695
	Iteration 38Q: 3 clusters Score -9004354 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 71761 members 
Entering Unmasked Estep 
Score: -9004436.000000 Penalty: 3644.012695
	Iteration 39Q: 3 clusters Score -9004436 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 71916 members 
Entering Unmasked Estep 
Score: -9004488.000000 Penalty: 3644.012695
	Iteration 40F: 3 clusters Score -9004488 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 72044 members 
Entering Unmasked Estep 
Score: -9004559.000000 Penalty: 3644.012695
	Iteration 41Q: 3 clusters Score -9004559 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 72139 members 
Entering Unmasked Estep 
Score: -9004584.000000 Penalty: 3644.012695
	Iteration 42Q: 3 clusters Score -9004584 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 72230 members 
Entering Unmasked Estep 
Score: -9004598.000000 Penalty: 3644.012695
	Iteration 43Q: 3 clusters Score -9004598 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 72304 members 
Entering Unmasked Estep 
Score: -9004646.000000 Penalty: 3644.012695
	Iteration 44Q: 3 clusters Score -9004646 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 72374 members 
Entering Unmasked Estep 
Score: -9004673.000000 Penalty: 3644.012695
	Iteration 45Q: 3 clusters Score -9004673 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 72448 members 
Entering Unmasked Estep 
Score: -9004699.000000 Penalty: 3644.012695
	Iteration 46Q: 3 clusters Score -9004699 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 72495 members 
Entering Unmasked Estep 
Score: -9004725.000000 Penalty: 3644.012695
	Iteration 47Q: 3 clusters Score -9004725 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 72545 members 
Entering Unmasked Estep 
Score: -9004746.000000 Penalty: 3644.012695
	Iteration 48Q: 3 clusters Score -9004746 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 72589 members 
Entering Unmasked Estep 
Score: -9004770.000000 Penalty: 3644.012695
	Iteration 49Q: 3 clusters Score -9004770 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 72618 members 
Entering Unmasked Estep 
Score: -9004788.000000 Penalty: 3644.012695
	Iteration 50Q: 3 clusters Score -9004788 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 72645 members 
Entering Unmasked Estep 
Score: -9004786.000000 Penalty: 3644.012695
	Iteration 51Q: 3 clusters Score -9004786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 72667 members 
Entering Unmasked Estep 
Score: -9004783.000000 Penalty: 3644.012695
	Iteration 52Q: 3 clusters Score -9004783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 72676 members 
Entering Unmasked Estep 
Score: -9004790.000000 Penalty: 3644.012695
	Iteration 53Q: 3 clusters Score -9004790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 72689 members 
Entering Unmasked Estep 
Score: -9004798.000000 Penalty: 3644.012695
	Iteration 54Q: 3 clusters Score -9004798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 72701 members 
Entering Unmasked Estep 
Score: -9004818.000000 Penalty: 3644.012695
	Iteration 55Q: 3 clusters Score -9004818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 72718 members 
Entering Unmasked Estep 
Score: -9004822.000000 Penalty: 3644.012695
	Iteration 56Q: 3 clusters Score -9004822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 72731 members 
Entering Unmasked Estep 
Score: -9004824.000000 Penalty: 3644.012695
	Iteration 57Q: 3 clusters Score -9004824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 72737 members 
Entering Unmasked Estep 
Score: -9004831.000000 Penalty: 3644.012695
	Iteration 58Q: 3 clusters Score -9004831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 72746 members 
Entering Unmasked Estep 
Score: -9004826.000000 Penalty: 3644.012695
	Iteration 59Q: 3 clusters Score -9004826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 72754 members 
Entering Unmasked Estep 
Score: -9004830.000000 Penalty: 3644.012695
	Iteration 60F: 3 clusters Score -9004830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 72758 members 
Entering Unmasked Estep 
Score: -9004835.000000 Penalty: 3644.012695
	Iteration 61Q: 3 clusters Score -9004835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 72759 members 
Entering Unmasked Estep 
Score: -9004832.000000 Penalty: 3644.012695
	Iteration 62Q: 3 clusters Score -9004832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 72761 members 
Entering Unmasked Estep 
Score: -9004830.000000 Penalty: 3644.012695
	Iteration 63Q: 3 clusters Score -9004830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 72762 members 
Entering Unmasked Estep 
Score: -9004831.000000 Penalty: 3644.012695
	Iteration 64Q: 3 clusters Score -9004831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 72763 members 
Entering Unmasked Estep 
Score: -9004833.000000 Penalty: 3644.012695
	Iteration 65Q: 3 clusters Score -9004833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 72763 members 
Entering Unmasked Estep 
Score: -9004832.000000 Penalty: 3644.012695
	Iteration 66Q: 3 clusters Score -9004832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 72763 members 
Entering Unmasked Estep 
Score: -9004836.000000 Penalty: 3644.012695
	Iteration 67Q: 3 clusters Score -9004836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 72763 members 
Entering Unmasked Estep 
Score: -9004836.000000 Penalty: 3644.012695
	Iteration 68F: 3 clusters Score -9004836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (93712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93712 members 
Entering Unmasked Estep 
Score: -11846444.000000 Penalty: 1860.296997
	Iteration 0F: 2 clusters Score -1.184644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -11784327.000000 Penalty: 3720.593994
	Iteration 0F: 3 clusters Score -1.178433e+07 nChanged 44667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -11810604.000000 Penalty: 3720.593994
	Iteration 1F: 3 clusters Score -1.18106e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52306 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -11811905.000000 Penalty: 3720.593994
	Iteration 2Q: 3 clusters Score -1.18119e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55182 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -11813787.000000 Penalty: 3720.593994
	Iteration 3Q: 3 clusters Score -1.181379e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59207 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -11816204.000000 Penalty: 3720.593994
	Iteration 4F: 3 clusters Score -1.18162e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64392 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -11819553.000000 Penalty: 3720.593994
	Iteration 5F: 3 clusters Score -1.181955e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70635 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -11824608.000000 Penalty: 3720.593994
	Iteration 6F: 3 clusters Score -1.182461e+07 nChanged 7102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77379 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -11830630.000000 Penalty: 3720.593994
	Iteration 7F: 3 clusters Score -1.183063e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83326 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -11836565.000000 Penalty: 3720.593994
	Iteration 8F: 3 clusters Score -1.183656e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87315 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -11840411.000000 Penalty: 3720.593994
	Iteration 9Q: 3 clusters Score -1.184041e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89544 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -11842577.000000 Penalty: 3720.593994
	Iteration 10Q: 3 clusters Score -1.184258e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90677 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -11843754.000000 Penalty: 3720.593994
	Iteration 11Q: 3 clusters Score -1.184375e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91282 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -11844406.000000 Penalty: 3720.593994
	Iteration 12Q: 3 clusters Score -1.184441e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91568 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -11844796.000000 Penalty: 3720.593994
	Iteration 13Q: 3 clusters Score -1.18448e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91720 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -11845006.000000 Penalty: 3720.593994
	Iteration 14Q: 3 clusters Score -1.184501e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91827 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -11845144.000000 Penalty: 3720.593994
	Iteration 15Q: 3 clusters Score -1.184514e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91889 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -11845225.000000 Penalty: 3720.593994
	Iteration 16Q: 3 clusters Score -1.184522e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91932 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -11845266.000000 Penalty: 3720.593994
	Iteration 17Q: 3 clusters Score -1.184527e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91959 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -11845287.000000 Penalty: 3720.593994
	Iteration 18Q: 3 clusters Score -1.184529e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91974 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -11845303.000000 Penalty: 3720.593994
	Iteration 19Q: 3 clusters Score -1.18453e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91992 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -11845317.000000 Penalty: 3720.593994
	Iteration 20F: 3 clusters Score -1.184532e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92005 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -11845330.000000 Penalty: 3720.593994
	Iteration 21Q: 3 clusters Score -1.184533e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92020 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -11845340.000000 Penalty: 3720.593994
	Iteration 22Q: 3 clusters Score -1.184534e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92044 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -11845335.000000 Penalty: 3720.593994
	Iteration 23Q: 3 clusters Score -1.184534e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92061 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -11845363.000000 Penalty: 3720.593994
	Iteration 24Q: 3 clusters Score -1.184536e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92083 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -11845356.000000 Penalty: 3720.593994
	Iteration 25Q: 3 clusters Score -1.184536e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92103 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -11845350.000000 Penalty: 3720.593994
	Iteration 26Q: 3 clusters Score -1.184535e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92113 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -11845352.000000 Penalty: 3720.593994
	Iteration 27Q: 3 clusters Score -1.184535e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92119 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -11845366.000000 Penalty: 3720.593994
	Iteration 28Q: 3 clusters Score -1.184537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92123 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -11845360.000000 Penalty: 3720.593994
	Iteration 29Q: 3 clusters Score -1.184536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92126 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -11845371.000000 Penalty: 3720.593994
	Iteration 30Q: 3 clusters Score -1.184537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92130 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -11845375.000000 Penalty: 3720.593994
	Iteration 31Q: 3 clusters Score -1.184538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92136 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -11845376.000000 Penalty: 3720.593994
	Iteration 32Q: 3 clusters Score -1.184538e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92141 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -11845374.000000 Penalty: 3720.593994
	Iteration 33Q: 3 clusters Score -1.184537e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92148 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -11845380.000000 Penalty: 3720.593994
	Iteration 34Q: 3 clusters Score -1.184538e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92153 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -11845376.000000 Penalty: 3720.593994
	Iteration 35Q: 3 clusters Score -1.184538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92155 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -11845387.000000 Penalty: 3720.593994
	Iteration 36Q: 3 clusters Score -1.184539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92157 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -11845381.000000 Penalty: 3720.593994
	Iteration 37Q: 3 clusters Score -1.184538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92159 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -11845387.000000 Penalty: 3720.593994
	Iteration 38Q: 3 clusters Score -1.184539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92161 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -11845383.000000 Penalty: 3720.593994
	Iteration 39Q: 3 clusters Score -1.184538e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92161 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -11845383.000000 Penalty: 3720.593994
	Iteration 40F: 3 clusters Score -1.184538e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Entering Unmasked Estep 
Score: -595107.250000 Penalty: 1378.691772
	Iteration 0F: 2 clusters Score -595107.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -591256.750000 Penalty: 2757.383545
	Iteration 0F: 3 clusters Score -591256.8 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -592660.875000 Penalty: 2757.383545
	Iteration 1F: 3 clusters Score -592660.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -593065.750000 Penalty: 2757.383545
	Iteration 2F: 3 clusters Score -593065.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -593445.500000 Penalty: 2757.383545
	Iteration 3F: 3 clusters Score -593445.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -593899.937500 Penalty: 2757.383545
	Iteration 4F: 3 clusters Score -593899.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -594449.562500 Penalty: 2757.383545
	Iteration 5F: 3 clusters Score -594449.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -594985.687500 Penalty: 2757.383545
	Iteration 6F: 3 clusters Score -594985.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -595427.562500 Penalty: 2757.383545
	Iteration 7F: 3 clusters Score -595427.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -596015.812500 Penalty: 2757.383545
	Iteration 8F: 3 clusters Score -596015.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -596473.000000 Penalty: 2757.383545
	Iteration 9Q: 3 clusters Score -596473 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -596688.375000 Penalty: 2757.383545
	Iteration 10Q: 3 clusters Score -596688.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -596823.562500 Penalty: 2757.383545
	Iteration 11Q: 3 clusters Score -596823.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -596889.187500 Penalty: 2757.383545
	Iteration 12Q: 3 clusters Score -596889.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -596909.625000 Penalty: 2757.383545
	Iteration 13Q: 3 clusters Score -596909.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -596917.625000 Penalty: 2757.383545
	Iteration 14Q: 3 clusters Score -596917.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -596920.312500 Penalty: 2757.383545
	Iteration 15Q: 3 clusters Score -596920.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -596919.687500 Penalty: 2757.383545
	Iteration 16Q: 3 clusters Score -596919.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -596920.625000 Penalty: 2757.383545
	Iteration 17Q: 3 clusters Score -596920.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -596920.750000 Penalty: 2757.383545
	Iteration 18Q: 3 clusters Score -596920.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -596920.750000 Penalty: 2757.383545
	Iteration 19F: 3 clusters Score -596920.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 821 members 
Mstep: Class 3 contains 16673 members 
Mstep: Class 4 contains 10273 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 7797 members 
Mstep: Class 7 contains 740 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 4539 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 13803 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 45700 members 
Mstep: Class 14 contains 56468 members 
Mstep: Class 15 contains 9800 members 
Mstep: Class 16 contains 7890 members 
Mstep: Class 17 contains 109056 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 9851 members 
Mstep: Class 20 contains 39861 members 
Mstep: Class 21 contains 6642 members 
Mstep: Class 22 contains 690 members 
Mstep: Class 23 contains 74946 members 
Mstep: Class 24 contains 103708 members 
Mstep: Class 25 contains 72098 members 
Mstep: Class 26 contains 318 members 
Mstep: Class 27 contains 236 members 
Mstep: Class 28 contains 112113 members 
Mstep: Class 29 contains 4856 members 
Mstep: Class 30 contains 74039 members 
Mstep: Class 31 contains 93712 members 
Mstep: Class 32 contains 2350 members 
Mstep: Class 33 contains 457 members 
Mstep: Class 34 contains 1110 members 
Mstep: Class 35 contains 6980 members 
Mstep: Class 36 contains 766 members 
Mstep: Class 37 contains 265 members 
Mstep: Class 38 contains 2488 members 
Entering Unmasked Estep 
Score: -111761592.000000 Penalty: 84785.421875
Splitting cluster 32 changes total score from -111756064.000000 to -111761592.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 33 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -51387.714844 Penalty: 995.261047
	Iteration 0F: 2 clusters Score -51387.71 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 236 members 
Entering Unmasked Estep 
Score: -50493.093750 Penalty: 1990.522095
	Iteration 0F: 3 clusters Score -50493.09 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -50701.562500 Penalty: 1990.522095
	Iteration 1F: 3 clusters Score -50701.56 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -50852.464844 Penalty: 1990.522095
	Iteration 2F: 3 clusters Score -50852.46 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -50970.085938 Penalty: 1990.522095
	Iteration 3F: 3 clusters Score -50970.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -51112.628906 Penalty: 1990.522095
	Iteration 4F: 3 clusters Score -51112.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -51252.953125 Penalty: 1990.522095
	Iteration 5Q: 3 clusters Score -51252.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -51334.957031 Penalty: 1990.522095
	Iteration 6Q: 3 clusters Score -51334.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -51380.140625 Penalty: 1990.522095
	Iteration 7Q: 3 clusters Score -51380.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -51393.265625 Penalty: 1990.522095
	Iteration 8Q: 3 clusters Score -51393.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -51397.859375 Penalty: 1990.522095
	Iteration 9Q: 3 clusters Score -51397.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -51401.597656 Penalty: 1990.522095
	Iteration 10F: 3 clusters Score -51401.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -51424.812500 Penalty: 1990.522095
	Iteration 11Q: 3 clusters Score -51424.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -51431.117188 Penalty: 1990.522095
	Iteration 12Q: 3 clusters Score -51431.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -51436.082031 Penalty: 1990.522095
	Iteration 13Q: 3 clusters Score -51436.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -51440.816406 Penalty: 1990.522095
	Iteration 14Q: 3 clusters Score -51440.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -51440.816406 Penalty: 1990.522095
	Iteration 15F: 3 clusters Score -51440.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 821 members 
Mstep: Class 3 contains 16673 members 
Mstep: Class 4 contains 10273 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 7797 members 
Mstep: Class 7 contains 740 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 4539 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 13803 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 45700 members 
Mstep: Class 14 contains 56468 members 
Mstep: Class 15 contains 9800 members 
Mstep: Class 16 contains 7890 members 
Mstep: Class 17 contains 109056 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 9851 members 
Mstep: Class 20 contains 39861 members 
Mstep: Class 21 contains 6642 members 
Mstep: Class 22 contains 690 members 
Mstep: Class 23 contains 74946 members 
Mstep: Class 24 contains 103708 members 
Mstep: Class 25 contains 72098 members 
Mstep: Class 26 contains 318 members 
Mstep: Class 27 contains 236 members 
Mstep: Class 28 contains 112113 members 
Mstep: Class 29 contains 4856 members 
Mstep: Class 30 contains 74039 members 
Mstep: Class 31 contains 93712 members 
Mstep: Class 32 contains 2350 members 
Mstep: Class 33 contains 61 members 
Mstep: Class 34 contains 1110 members 
Mstep: Class 35 contains 6980 members 
Mstep: Class 36 contains 766 members 
Mstep: Class 37 contains 265 members 
Mstep: Class 38 contains 2488 members 
Mstep: Class 39 contains 396 members 
Entering Unmasked Estep 
Score: -111760376.000000 Penalty: 87016.617188
Splitting cluster 33 changes total score from -111756064.000000 to -111760376.000000
So it's getting split into cluster 39.
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 821 members 
Mstep: Class 3 contains 16673 members 
Mstep: Class 4 contains 10273 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 7797 members 
Mstep: Class 7 contains 740 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 4539 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 13803 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 45700 members 
Mstep: Class 14 contains 56468 members 
Mstep: Class 15 contains 9800 members 
Mstep: Class 16 contains 7890 members 
Mstep: Class 17 contains 109056 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 9851 members 
Mstep: Class 20 contains 39861 members 
Mstep: Class 21 contains 6642 members 
Mstep: Class 22 contains 690 members 
Mstep: Class 23 contains 74946 members 
Mstep: Class 24 contains 103708 members 
Mstep: Class 25 contains 72098 members 
Mstep: Class 26 contains 318 members 
Mstep: Class 27 contains 236 members 
Mstep: Class 28 contains 112113 members 
Mstep: Class 29 contains 4856 members 
Mstep: Class 30 contains 74039 members 
Mstep: Class 31 contains 93712 members 
Mstep: Class 32 contains 2350 members 
Mstep: Class 33 contains 61 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 33. Lose 2161.991211 but Gain 2231.195312
Score: -111763096.000000 Penalty: 84785.421875
Iteration 79Q: 39 clusters Score -1.117631e+08 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 825 members 
Mstep: Class 3 contains 16762 members 
Mstep: Class 4 contains 10386 members 
Mstep: Class 5 contains 9972 members 
Mstep: Class 6 contains 7804 members 
Mstep: Class 7 contains 837 members 
Mstep: Class 8 contains 7096 members 
Mstep: Class 9 contains 4539 members 
Mstep: Class 10 contains 1538 members 
Mstep: Class 11 contains 13813 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 45635 members 
Mstep: Class 14 contains 56095 members 
Mstep: Class 15 contains 9552 members 
Mstep: Class 16 contains 7997 members 
Mstep: Class 17 contains 108738 members 
Mstep: Class 18 contains 3824 members 
Mstep: Class 19 contains 9856 members 
Mstep: Class 20 contains 39117 members 
Mstep: Class 21 contains 6704 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 74955 members 
Mstep: Class 24 contains 103840 members 
Mstep: Class 25 contains 71207 members 
Mstep: Class 26 contains 344 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 113527 members 
Mstep: Class 29 contains 4855 members 
Mstep: Class 30 contains 74145 members 
Mstep: Class 31 contains 94601 members 
Mstep: Class 32 contains 2634 members 
Mstep: Class 34 contains 1078 members 
Mstep: Class 35 contains 6680 members 
Mstep: Class 36 contains 753 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 2215 members 
Mstep: Class 39 contains 394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111767000.000000 Penalty: 84785.421875
Iteration 80F: 39 clusters Score -1.11767e+08 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 787 members 
Mstep: Class 3 contains 16833 members 
Mstep: Class 4 contains 10475 members 
Mstep: Class 5 contains 9868 members 
Mstep: Class 6 contains 7527 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 7033 members 
Mstep: Class 9 contains 4531 members 
Mstep: Class 10 contains 1498 members 
Mstep: Class 11 contains 13803 members 
Mstep: Class 12 contains 451 members 
Mstep: Class 13 contains 45528 members 
Mstep: Class 14 contains 55721 members 
Mstep: Class 15 contains 9444 members 
Mstep: Class 16 contains 8006 members 
Mstep: Class 17 contains 108554 members 
Mstep: Class 18 contains 3799 members 
Mstep: Class 19 contains 9858 members 
Mstep: Class 20 contains 38437 members 
Mstep: Class 21 contains 6722 members 
Mstep: Class 22 contains 678 members 
Mstep: Class 23 contains 74819 members 
Mstep: Class 24 contains 103821 members 
Mstep: Class 25 contains 70233 members 
Mstep: Class 26 contains 427 members 
Mstep: Class 27 contains 290 members 
Mstep: Class 28 contains 114720 members 
Mstep: Class 29 contains 4853 members 
Mstep: Class 30 contains 74232 members 
Mstep: Class 31 contains 95312 members 
Mstep: Class 32 contains 2781 members 
Mstep: Class 34 contains 1093 members 
Mstep: Class 35 contains 7386 members 
Mstep: Class 36 contains 900 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 2203 members 
Mstep: Class 39 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111768576.000000 Penalty: 84785.421875
Iteration 81Q: 39 clusters Score -1.117686e+08 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 764 members 
Mstep: Class 3 contains 16949 members 
Mstep: Class 4 contains 10598 members 
Mstep: Class 5 contains 9810 members 
Mstep: Class 6 contains 7321 members 
Mstep: Class 7 contains 896 members 
Mstep: Class 8 contains 6965 members 
Mstep: Class 9 contains 4542 members 
Mstep: Class 10 contains 1466 members 
Mstep: Class 11 contains 13795 members 
Mstep: Class 12 contains 422 members 
Mstep: Class 13 contains 45468 members 
Mstep: Class 14 contains 55322 members 
Mstep: Class 15 contains 9401 members 
Mstep: Class 16 contains 8038 members 
Mstep: Class 17 contains 108370 members 
Mstep: Class 18 contains 3767 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 37841 members 
Mstep: Class 21 contains 6723 members 
Mstep: Class 22 contains 667 members 
Mstep: Class 23 contains 74756 members 
Mstep: Class 24 contains 103848 members 
Mstep: Class 25 contains 69297 members 
Mstep: Class 26 contains 448 members 
Mstep: Class 27 contains 299 members 
Mstep: Class 28 contains 115837 members 
Mstep: Class 29 contains 4857 members 
Mstep: Class 30 contains 74355 members 
Mstep: Class 31 contains 95926 members 
Mstep: Class 32 contains 2868 members 
Mstep: Class 34 contains 1107 members 
Mstep: Class 35 contains 7833 members 
Mstep: Class 36 contains 986 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 2188 members 
Mstep: Class 39 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111768440.000000 Penalty: 84785.421875
Iteration 82Q: 39 clusters Score -1.117684e+08 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 752 members 
Mstep: Class 3 contains 17074 members 
Mstep: Class 4 contains 10738 members 
Mstep: Class 5 contains 9777 members 
Mstep: Class 6 contains 7147 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 6897 members 
Mstep: Class 9 contains 4552 members 
Mstep: Class 10 contains 1459 members 
Mstep: Class 11 contains 13784 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 45457 members 
Mstep: Class 14 contains 54949 members 
Mstep: Class 15 contains 9375 members 
Mstep: Class 16 contains 8097 members 
Mstep: Class 17 contains 108269 members 
Mstep: Class 18 contains 3742 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 37338 members 
Mstep: Class 21 contains 6727 members 
Mstep: Class 22 contains 661 members 
Mstep: Class 23 contains 74706 members 
Mstep: Class 24 contains 103788 members 
Mstep: Class 25 contains 68481 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 116709 members 
Mstep: Class 29 contains 4863 members 
Mstep: Class 30 contains 74525 members 
Mstep: Class 31 contains 96471 members 
Mstep: Class 32 contains 2916 members 
Mstep: Class 34 contains 1109 members 
Mstep: Class 35 contains 8136 members 
Mstep: Class 36 contains 1042 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 2181 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769000.000000 Penalty: 84785.421875
Iteration 83Q: 39 clusters Score -1.11769e+08 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 742 members 
Mstep: Class 3 contains 17190 members 
Mstep: Class 4 contains 10883 members 
Mstep: Class 5 contains 9764 members 
Mstep: Class 6 contains 6987 members 
Mstep: Class 7 contains 921 members 
Mstep: Class 8 contains 6846 members 
Mstep: Class 9 contains 4565 members 
Mstep: Class 10 contains 1448 members 
Mstep: Class 11 contains 13791 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 45457 members 
Mstep: Class 14 contains 54550 members 
Mstep: Class 15 contains 9366 members 
Mstep: Class 16 contains 8132 members 
Mstep: Class 17 contains 108260 members 
Mstep: Class 18 contains 3716 members 
Mstep: Class 19 contains 9873 members 
Mstep: Class 20 contains 36868 members 
Mstep: Class 21 contains 6736 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 74640 members 
Mstep: Class 24 contains 103750 members 
Mstep: Class 25 contains 67789 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 310 members 
Mstep: Class 28 contains 117402 members 
Mstep: Class 29 contains 4864 members 
Mstep: Class 30 contains 74665 members 
Mstep: Class 31 contains 96987 members 
Mstep: Class 32 contains 2948 members 
Mstep: Class 34 contains 1116 members 
Mstep: Class 35 contains 8403 members 
Mstep: Class 36 contains 1082 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 2178 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111768920.000000 Penalty: 84785.421875
Iteration 84Q: 39 clusters Score -1.117689e+08 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 17300 members 
Mstep: Class 4 contains 10989 members 
Mstep: Class 5 contains 9754 members 
Mstep: Class 6 contains 6847 members 
Mstep: Class 7 contains 929 members 
Mstep: Class 8 contains 6796 members 
Mstep: Class 9 contains 4573 members 
Mstep: Class 10 contains 1434 members 
Mstep: Class 11 contains 13788 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 45483 members 
Mstep: Class 14 contains 54154 members 
Mstep: Class 15 contains 9366 members 
Mstep: Class 16 contains 8169 members 
Mstep: Class 17 contains 108397 members 
Mstep: Class 18 contains 3690 members 
Mstep: Class 19 contains 9878 members 
Mstep: Class 20 contains 36525 members 
Mstep: Class 21 contains 6742 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 74622 members 
Mstep: Class 24 contains 103734 members 
Mstep: Class 25 contains 67123 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 312 members 
Mstep: Class 28 contains 117870 members 
Mstep: Class 29 contains 4868 members 
Mstep: Class 30 contains 74863 members 
Mstep: Class 31 contains 97371 members 
Mstep: Class 32 contains 2965 members 
Mstep: Class 34 contains 1116 members 
Mstep: Class 35 contains 8597 members 
Mstep: Class 36 contains 1104 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 2179 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111768368.000000 Penalty: 84785.421875
Iteration 85Q: 39 clusters Score -1.117684e+08 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 735 members 
Mstep: Class 3 contains 17407 members 
Mstep: Class 4 contains 11120 members 
Mstep: Class 5 contains 9765 members 
Mstep: Class 6 contains 6728 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 6736 members 
Mstep: Class 9 contains 4586 members 
Mstep: Class 10 contains 1434 members 
Mstep: Class 11 contains 13792 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 45467 members 
Mstep: Class 14 contains 53761 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 8209 members 
Mstep: Class 17 contains 108580 members 
Mstep: Class 18 contains 3672 members 
Mstep: Class 19 contains 9873 members 
Mstep: Class 20 contains 36185 members 
Mstep: Class 21 contains 6741 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 74622 members 
Mstep: Class 24 contains 103706 members 
Mstep: Class 25 contains 66547 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 118195 members 
Mstep: Class 29 contains 4867 members 
Mstep: Class 30 contains 75084 members 
Mstep: Class 31 contains 97757 members 
Mstep: Class 32 contains 2977 members 
Mstep: Class 34 contains 1116 members 
Mstep: Class 35 contains 8747 members 
Mstep: Class 36 contains 1119 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 2174 members 
Mstep: Class 39 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111767792.000000 Penalty: 84785.421875
Iteration 86Q: 39 clusters Score -1.117678e+08 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 734 members 
Mstep: Class 3 contains 17516 members 
Mstep: Class 4 contains 11245 members 
Mstep: Class 5 contains 9774 members 
Mstep: Class 6 contains 6659 members 
Mstep: Class 7 contains 937 members 
Mstep: Class 8 contains 6676 members 
Mstep: Class 9 contains 4595 members 
Mstep: Class 10 contains 1443 members 
Mstep: Class 11 contains 13805 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 45437 members 
Mstep: Class 14 contains 53397 members 
Mstep: Class 15 contains 9356 members 
Mstep: Class 16 contains 8246 members 
Mstep: Class 17 contains 108755 members 
Mstep: Class 18 contains 3654 members 
Mstep: Class 19 contains 9869 members 
Mstep: Class 20 contains 35842 members 
Mstep: Class 21 contains 6737 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 74627 members 
Mstep: Class 24 contains 103737 members 
Mstep: Class 25 contains 66076 members 
Mstep: Class 26 contains 442 members 
Mstep: Class 27 contains 312 members 
Mstep: Class 28 contains 118358 members 
Mstep: Class 29 contains 4867 members 
Mstep: Class 30 contains 75274 members 
Mstep: Class 31 contains 98121 members 
Mstep: Class 32 contains 2995 members 
Mstep: Class 34 contains 1116 members 
Mstep: Class 35 contains 8867 members 
Mstep: Class 36 contains 1129 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 2175 members 
Mstep: Class 39 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111767416.000000 Penalty: 84785.421875
Iteration 87Q: 39 clusters Score -1.117674e+08 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 734 members 
Mstep: Class 3 contains 17620 members 
Mstep: Class 4 contains 11353 members 
Mstep: Class 5 contains 9783 members 
Mstep: Class 6 contains 6618 members 
Mstep: Class 7 contains 938 members 
Mstep: Class 8 contains 6614 members 
Mstep: Class 9 contains 4601 members 
Mstep: Class 10 contains 1439 members 
Mstep: Class 11 contains 13809 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 45428 members 
Mstep: Class 14 contains 52998 members 
Mstep: Class 15 contains 9351 members 
Mstep: Class 16 contains 8270 members 
Mstep: Class 17 contains 108943 members 
Mstep: Class 18 contains 3637 members 
Mstep: Class 19 contains 9871 members 
Mstep: Class 20 contains 35523 members 
Mstep: Class 21 contains 6734 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 74660 members 
Mstep: Class 24 contains 103787 members 
Mstep: Class 25 contains 65715 members 
Mstep: Class 26 contains 445 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 118425 members 
Mstep: Class 29 contains 4870 members 
Mstep: Class 30 contains 75460 members 
Mstep: Class 31 contains 98461 members 
Mstep: Class 32 contains 3006 members 
Mstep: Class 34 contains 1116 members 
Mstep: Class 35 contains 8971 members 
Mstep: Class 36 contains 1136 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 2168 members 
Mstep: Class 39 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111766816.000000 Penalty: 84785.421875
Iteration 88Q: 39 clusters Score -1.117668e+08 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 733 members 
Mstep: Class 3 contains 17734 members 
Mstep: Class 4 contains 11472 members 
Mstep: Class 5 contains 9802 members 
Mstep: Class 6 contains 6606 members 
Mstep: Class 7 contains 941 members 
Mstep: Class 8 contains 6559 members 
Mstep: Class 9 contains 4604 members 
Mstep: Class 10 contains 1437 members 
Mstep: Class 11 contains 13828 members 
Mstep: Class 12 contains 400 members 
Mstep: Class 13 contains 45385 members 
Mstep: Class 14 contains 52624 members 
Mstep: Class 15 contains 9351 members 
Mstep: Class 16 contains 8289 members 
Mstep: Class 17 contains 109138 members 
Mstep: Class 18 contains 3619 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 35294 members 
Mstep: Class 21 contains 6738 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 74729 members 
Mstep: Class 24 contains 103831 members 
Mstep: Class 25 contains 65451 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 310 members 
Mstep: Class 28 contains 118390 members 
Mstep: Class 29 contains 4876 members 
Mstep: Class 30 contains 75577 members 
Mstep: Class 31 contains 98688 members 
Mstep: Class 32 contains 3013 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 9058 members 
Mstep: Class 36 contains 1143 members 
Mstep: Class 37 contains 284 members 
Mstep: Class 38 contains 2170 members 
Mstep: Class 39 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111765888.000000 Penalty: 84785.421875
Iteration 89Q: 39 clusters Score -1.117659e+08 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 733 members 
Mstep: Class 3 contains 17837 members 
Mstep: Class 4 contains 11582 members 
Mstep: Class 5 contains 9815 members 
Mstep: Class 6 contains 6575 members 
Mstep: Class 7 contains 941 members 
Mstep: Class 8 contains 6510 members 
Mstep: Class 9 contains 4613 members 
Mstep: Class 10 contains 1435 members 
Mstep: Class 11 contains 13829 members 
Mstep: Class 12 contains 399 members 
Mstep: Class 13 contains 45366 members 
Mstep: Class 14 contains 52291 members 
Mstep: Class 15 contains 9352 members 
Mstep: Class 16 contains 8309 members 
Mstep: Class 17 contains 109191 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 9854 members 
Mstep: Class 20 contains 35104 members 
Mstep: Class 21 contains 6745 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 74845 members 
Mstep: Class 24 contains 103888 members 
Mstep: Class 25 contains 65279 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 310 members 
Mstep: Class 28 contains 118342 members 
Mstep: Class 29 contains 4878 members 
Mstep: Class 30 contains 75694 members 
Mstep: Class 31 contains 98861 members 
Mstep: Class 32 contains 3017 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 9138 members 
Mstep: Class 36 contains 1152 members 
Mstep: Class 37 contains 285 members 
Mstep: Class 38 contains 2169 members 
Mstep: Class 39 contains 469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111765280.000000 Penalty: 84785.421875
Iteration 90Q: 39 clusters Score -1.117653e+08 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 733 members 
Mstep: Class 3 contains 17906 members 
Mstep: Class 4 contains 11712 members 
Mstep: Class 5 contains 9831 members 
Mstep: Class 6 contains 6584 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 6458 members 
Mstep: Class 9 contains 4619 members 
Mstep: Class 10 contains 1432 members 
Mstep: Class 11 contains 13843 members 
Mstep: Class 12 contains 399 members 
Mstep: Class 13 contains 45324 members 
Mstep: Class 14 contains 52002 members 
Mstep: Class 15 contains 9354 members 
Mstep: Class 16 contains 8330 members 
Mstep: Class 17 contains 109164 members 
Mstep: Class 18 contains 3605 members 
Mstep: Class 19 contains 9845 members 
Mstep: Class 20 contains 34965 members 
Mstep: Class 21 contains 6744 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 74936 members 
Mstep: Class 24 contains 103992 members 
Mstep: Class 25 contains 65142 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 308 members 
Mstep: Class 28 contains 118203 members 
Mstep: Class 29 contains 4882 members 
Mstep: Class 30 contains 75811 members 
Mstep: Class 31 contains 99051 members 
Mstep: Class 32 contains 3022 members 
Mstep: Class 34 contains 1114 members 
Mstep: Class 35 contains 9208 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 2172 members 
Mstep: Class 39 contains 468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111764664.000000 Penalty: 84785.421875
Iteration 91Q: 39 clusters Score -1.117647e+08 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 733 members 
Mstep: Class 3 contains 17978 members 
Mstep: Class 4 contains 11829 members 
Mstep: Class 5 contains 9851 members 
Mstep: Class 6 contains 6611 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 6419 members 
Mstep: Class 9 contains 4619 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 13849 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 45287 members 
Mstep: Class 14 contains 51698 members 
Mstep: Class 15 contains 9351 members 
Mstep: Class 16 contains 8339 members 
Mstep: Class 17 contains 109125 members 
Mstep: Class 18 contains 3592 members 
Mstep: Class 19 contains 9826 members 
Mstep: Class 20 contains 34865 members 
Mstep: Class 21 contains 6745 members 
Mstep: Class 22 contains 656 members 
Mstep: Class 23 contains 75064 members 
Mstep: Class 24 contains 104088 members 
Mstep: Class 25 contains 65055 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 308 members 
Mstep: Class 28 contains 118038 members 
Mstep: Class 29 contains 4887 members 
Mstep: Class 30 contains 75931 members 
Mstep: Class 31 contains 99200 members 
Mstep: Class 32 contains 3026 members 
Mstep: Class 34 contains 1114 members 
Mstep: Class 35 contains 9261 members 
Mstep: Class 36 contains 1161 members 
Mstep: Class 37 contains 287 members 
Mstep: Class 38 contains 2169 members 
Mstep: Class 39 contains 469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111764168.000000 Penalty: 84785.421875
Iteration 92Q: 39 clusters Score -1.117642e+08 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 733 members 
Mstep: Class 3 contains 18053 members 
Mstep: Class 4 contains 11956 members 
Mstep: Class 5 contains 9846 members 
Mstep: Class 6 contains 6668 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 6390 members 
Mstep: Class 9 contains 4614 members 
Mstep: Class 10 contains 1440 members 
Mstep: Class 11 contains 13856 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 45258 members 
Mstep: Class 14 contains 51417 members 
Mstep: Class 15 contains 9347 members 
Mstep: Class 16 contains 8360 members 
Mstep: Class 17 contains 108982 members 
Mstep: Class 18 contains 3582 members 
Mstep: Class 19 contains 9810 members 
Mstep: Class 20 contains 34841 members 
Mstep: Class 21 contains 6752 members 
Mstep: Class 22 contains 656 members 
Mstep: Class 23 contains 75226 members 
Mstep: Class 24 contains 104187 members 
Mstep: Class 25 contains 65013 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 117853 members 
Mstep: Class 29 contains 4889 members 
Mstep: Class 30 contains 76021 members 
Mstep: Class 31 contains 99279 members 
Mstep: Class 32 contains 3035 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 9296 members 
Mstep: Class 36 contains 1167 members 
Mstep: Class 37 contains 288 members 
Mstep: Class 38 contains 2165 members 
Mstep: Class 39 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111763736.000000 Penalty: 84785.421875
Iteration 93Q: 39 clusters Score -1.117637e+08 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 733 members 
Mstep: Class 3 contains 18118 members 
Mstep: Class 4 contains 12062 members 
Mstep: Class 5 contains 9870 members 
Mstep: Class 6 contains 6741 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 6357 members 
Mstep: Class 9 contains 4614 members 
Mstep: Class 10 contains 1442 members 
Mstep: Class 11 contains 13860 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 45250 members 
Mstep: Class 14 contains 51143 members 
Mstep: Class 15 contains 9348 members 
Mstep: Class 16 contains 8377 members 
Mstep: Class 17 contains 108841 members 
Mstep: Class 18 contains 3560 members 
Mstep: Class 19 contains 9790 members 
Mstep: Class 20 contains 34815 members 
Mstep: Class 21 contains 6762 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 75387 members 
Mstep: Class 24 contains 104239 members 
Mstep: Class 25 contains 65042 members 
Mstep: Class 26 contains 448 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 117574 members 
Mstep: Class 29 contains 4894 members 
Mstep: Class 30 contains 76129 members 
Mstep: Class 31 contains 99392 members 
Mstep: Class 32 contains 3042 members 
Mstep: Class 34 contains 1117 members 
Mstep: Class 35 contains 9328 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 288 members 
Mstep: Class 38 contains 2161 members 
Mstep: Class 39 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111762440.000000 Penalty: 84785.421875
Iteration 94Q: 39 clusters Score -1.117624e+08 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 733 members 
Mstep: Class 3 contains 18200 members 
Mstep: Class 4 contains 12159 members 
Mstep: Class 5 contains 9860 members 
Mstep: Class 6 contains 6817 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 6295 members 
Mstep: Class 9 contains 4609 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 11 contains 13855 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 45254 members 
Mstep: Class 14 contains 50897 members 
Mstep: Class 15 contains 9348 members 
Mstep: Class 16 contains 8401 members 
Mstep: Class 17 contains 108710 members 
Mstep: Class 18 contains 3561 members 
Mstep: Class 19 contains 9773 members 
Mstep: Class 20 contains 34793 members 
Mstep: Class 21 contains 6769 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 75557 members 
Mstep: Class 24 contains 104260 members 
Mstep: Class 25 contains 65095 members 
Mstep: Class 26 contains 448 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 117261 members 
Mstep: Class 29 contains 4894 members 
Mstep: Class 30 contains 76245 members 
Mstep: Class 31 contains 99519 members 
Mstep: Class 32 contains 3051 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 9362 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 288 members 
Mstep: Class 38 contains 2155 members 
Mstep: Class 39 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111762552.000000 Penalty: 84785.421875
Iteration 95Q: 39 clusters Score -1.117626e+08 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 18267 members 
Mstep: Class 4 contains 12262 members 
Mstep: Class 5 contains 9849 members 
Mstep: Class 6 contains 6875 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 6210 members 
Mstep: Class 9 contains 4612 members 
Mstep: Class 10 contains 1452 members 
Mstep: Class 11 contains 13848 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 45242 members 
Mstep: Class 14 contains 50671 members 
Mstep: Class 15 contains 9347 members 
Mstep: Class 16 contains 8418 members 
Mstep: Class 17 contains 108651 members 
Mstep: Class 18 contains 3554 members 
Mstep: Class 19 contains 9761 members 
Mstep: Class 20 contains 34828 members 
Mstep: Class 21 contains 6770 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 75724 members 
Mstep: Class 24 contains 104274 members 
Mstep: Class 25 contains 65180 members 
Mstep: Class 26 contains 448 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 116895 members 
Mstep: Class 29 contains 4895 members 
Mstep: Class 30 contains 76367 members 
Mstep: Class 31 contains 99600 members 
Mstep: Class 32 contains 3056 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 9394 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 288 members 
Mstep: Class 38 contains 2154 members 
Mstep: Class 39 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111762048.000000 Penalty: 84785.421875
Iteration 96Q: 39 clusters Score -1.11762e+08 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 18343 members 
Mstep: Class 4 contains 12362 members 
Mstep: Class 5 contains 9846 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 6121 members 
Mstep: Class 9 contains 4616 members 
Mstep: Class 10 contains 1449 members 
Mstep: Class 11 contains 13857 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 45218 members 
Mstep: Class 14 contains 50419 members 
Mstep: Class 15 contains 9346 members 
Mstep: Class 16 contains 8438 members 
Mstep: Class 17 contains 108692 members 
Mstep: Class 18 contains 3549 members 
Mstep: Class 19 contains 9752 members 
Mstep: Class 20 contains 34896 members 
Mstep: Class 21 contains 6767 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 75901 members 
Mstep: Class 24 contains 104214 members 
Mstep: Class 25 contains 65326 members 
Mstep: Class 26 contains 450 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 116451 members 
Mstep: Class 29 contains 4898 members 
Mstep: Class 30 contains 76499 members 
Mstep: Class 31 contains 99643 members 
Mstep: Class 32 contains 3062 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 9430 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 288 members 
Mstep: Class 38 contains 2152 members 
Mstep: Class 39 contains 468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111761712.000000 Penalty: 84785.421875
Iteration 97Q: 39 clusters Score -1.117617e+08 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 18422 members 
Mstep: Class 4 contains 12453 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 6951 members 
Mstep: Class 7 contains 941 members 
Mstep: Class 8 contains 6036 members 
Mstep: Class 9 contains 4617 members 
Mstep: Class 10 contains 1450 members 
Mstep: Class 11 contains 13862 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 45212 members 
Mstep: Class 14 contains 50154 members 
Mstep: Class 15 contains 9346 members 
Mstep: Class 16 contains 8454 members 
Mstep: Class 17 contains 108791 members 
Mstep: Class 18 contains 3542 members 
Mstep: Class 19 contains 9744 members 
Mstep: Class 20 contains 35005 members 
Mstep: Class 21 contains 6762 members 
Mstep: Class 22 contains 648 members 
Mstep: Class 23 contains 76082 members 
Mstep: Class 24 contains 104103 members 
Mstep: Class 25 contains 65517 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 115979 members 
Mstep: Class 29 contains 4902 members 
Mstep: Class 30 contains 76613 members 
Mstep: Class 31 contains 99647 members 
Mstep: Class 32 contains 3070 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 9455 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 288 members 
Mstep: Class 38 contains 2156 members 
Mstep: Class 39 contains 468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111761680.000000 Penalty: 84785.421875
Iteration 98Q: 39 clusters Score -1.117617e+08 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 18531 members 
Mstep: Class 4 contains 12547 members 
Mstep: Class 5 contains 9841 members 
Mstep: Class 6 contains 7005 members 
Mstep: Class 7 contains 941 members 
Mstep: Class 8 contains 5934 members 
Mstep: Class 9 contains 4619 members 
Mstep: Class 10 contains 1450 members 
Mstep: Class 11 contains 13863 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 45205 members 
Mstep: Class 14 contains 49860 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 8472 members 
Mstep: Class 17 contains 108901 members 
Mstep: Class 18 contains 3544 members 
Mstep: Class 19 contains 9735 members 
Mstep: Class 20 contains 35128 members 
Mstep: Class 21 contains 6762 members 
Mstep: Class 22 contains 647 members 
Mstep: Class 23 contains 76235 members 
Mstep: Class 24 contains 103997 members 
Mstep: Class 25 contains 65718 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 306 members 
Mstep: Class 28 contains 115521 members 
Mstep: Class 29 contains 4908 members 
Mstep: Class 30 contains 76735 members 
Mstep: Class 31 contains 99619 members 
Mstep: Class 32 contains 3076 members 
Mstep: Class 34 contains 1114 members 
Mstep: Class 35 contains 9474 members 
Mstep: Class 36 contains 1175 members 
Mstep: Class 37 contains 288 members 
Mstep: Class 38 contains 2159 members 
Mstep: Class 39 contains 469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111761648.000000 Penalty: 84785.421875
Iteration 99Q: 39 clusters Score -1.117616e+08 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 731 members 
Mstep: Class 3 contains 18664 members 
Mstep: Class 4 contains 12655 members 
Mstep: Class 5 contains 9829 members 
Mstep: Class 6 contains 7044 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 4623 members 
Mstep: Class 10 contains 1455 members 
Mstep: Class 11 contains 13871 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 45201 members 
Mstep: Class 14 contains 49570 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 8482 members 
Mstep: Class 17 contains 108884 members 
Mstep: Class 18 contains 3543 members 
Mstep: Class 19 contains 9731 members 
Mstep: Class 20 contains 35304 members 
Mstep: Class 21 contains 6761 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 76393 members 
Mstep: Class 24 contains 103944 members 
Mstep: Class 25 contains 65981 members 
Mstep: Class 26 contains 457 members 
Mstep: Class 27 contains 306 members 
Mstep: Class 28 contains 115047 members 
Mstep: Class 29 contains 4911 members 
Mstep: Class 30 contains 76799 members 
Mstep: Class 31 contains 99578 members 
Mstep: Class 32 contains 3086 members 
Mstep: Class 34 contains 1112 members 
Mstep: Class 35 contains 9495 members 
Mstep: Class 36 contains 1173 members 
Mstep: Class 37 contains 288 members 
Mstep: Class 38 contains 2159 members 
Mstep: Class 39 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111761840.000000 Penalty: 84785.421875
Iteration 100F: 39 clusters Score -1.117618e+08 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 730 members 
Mstep: Class 3 contains 18796 members 
Mstep: Class 4 contains 12747 members 
Mstep: Class 5 contains 9829 members 
Mstep: Class 6 contains 7066 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 5723 members 
Mstep: Class 9 contains 4626 members 
Mstep: Class 10 contains 1457 members 
Mstep: Class 11 contains 13873 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 45206 members 
Mstep: Class 14 contains 49336 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 8492 members 
Mstep: Class 17 contains 108860 members 
Mstep: Class 18 contains 3537 members 
Mstep: Class 19 contains 9727 members 
Mstep: Class 20 contains 35497 members 
Mstep: Class 21 contains 6762 members 
Mstep: Class 22 contains 641 members 
Mstep: Class 23 contains 76534 members 
Mstep: Class 24 contains 103885 members 
Mstep: Class 25 contains 66272 members 
Mstep: Class 26 contains 494 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 114578 members 
Mstep: Class 29 contains 4913 members 
Mstep: Class 30 contains 76884 members 
Mstep: Class 31 contains 99490 members 
Mstep: Class 32 contains 3090 members 
Mstep: Class 34 contains 1112 members 
Mstep: Class 35 contains 9506 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 300 members 
Mstep: Class 38 contains 2161 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111762312.000000 Penalty: 84785.421875
Iteration 101Q: 39 clusters Score -1.117623e+08 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 18925 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 7068 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 5622 members 
Mstep: Class 9 contains 4623 members 
Mstep: Class 10 contains 1456 members 
Mstep: Class 11 contains 13884 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 45203 members 
Mstep: Class 14 contains 49104 members 
Mstep: Class 15 contains 9339 members 
Mstep: Class 16 contains 8503 members 
Mstep: Class 17 contains 108848 members 
Mstep: Class 18 contains 3537 members 
Mstep: Class 19 contains 9714 members 
Mstep: Class 20 contains 35702 members 
Mstep: Class 21 contains 6758 members 
Mstep: Class 22 contains 641 members 
Mstep: Class 23 contains 76670 members 
Mstep: Class 24 contains 103799 members 
Mstep: Class 25 contains 66610 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 299 members 
Mstep: Class 28 contains 114126 members 
Mstep: Class 29 contains 4917 members 
Mstep: Class 30 contains 76995 members 
Mstep: Class 31 contains 99368 members 
Mstep: Class 32 contains 3096 members 
Mstep: Class 34 contains 1112 members 
Mstep: Class 35 contains 9508 members 
Mstep: Class 36 contains 1179 members 
Mstep: Class 37 contains 305 members 
Mstep: Class 38 contains 2157 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111762416.000000 Penalty: 84785.421875
Iteration 102Q: 39 clusters Score -1.117624e+08 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 733 members 
Mstep: Class 3 contains 19055 members 
Mstep: Class 4 contains 12911 members 
Mstep: Class 5 contains 9840 members 
Mstep: Class 6 contains 7068 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 5523 members 
Mstep: Class 9 contains 4620 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 13877 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 45212 members 
Mstep: Class 14 contains 48851 members 
Mstep: Class 15 contains 9340 members 
Mstep: Class 16 contains 8513 members 
Mstep: Class 17 contains 108800 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 9706 members 
Mstep: Class 20 contains 35898 members 
Mstep: Class 21 contains 6758 members 
Mstep: Class 22 contains 639 members 
Mstep: Class 23 contains 76829 members 
Mstep: Class 24 contains 103702 members 
Mstep: Class 25 contains 66949 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 301 members 
Mstep: Class 28 contains 113736 members 
Mstep: Class 29 contains 4923 members 
Mstep: Class 30 contains 77137 members 
Mstep: Class 31 contains 99214 members 
Mstep: Class 32 contains 3100 members 
Mstep: Class 34 contains 1110 members 
Mstep: Class 35 contains 9512 members 
Mstep: Class 36 contains 1180 members 
Mstep: Class 37 contains 303 members 
Mstep: Class 38 contains 2155 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111762384.000000 Penalty: 84785.421875
Iteration 103Q: 39 clusters Score -1.117624e+08 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 733 members 
Mstep: Class 3 contains 19183 members 
Mstep: Class 4 contains 12999 members 
Mstep: Class 5 contains 9844 members 
Mstep: Class 6 contains 7069 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 5426 members 
Mstep: Class 9 contains 4615 members 
Mstep: Class 10 contains 1458 members 
Mstep: Class 11 contains 13874 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 45190 members 
Mstep: Class 14 contains 48589 members 
Mstep: Class 15 contains 9339 members 
Mstep: Class 16 contains 8528 members 
Mstep: Class 17 contains 108794 members 
Mstep: Class 18 contains 3515 members 
Mstep: Class 19 contains 9693 members 
Mstep: Class 20 contains 36107 members 
Mstep: Class 21 contains 6755 members 
Mstep: Class 22 contains 640 members 
Mstep: Class 23 contains 76998 members 
Mstep: Class 24 contains 103596 members 
Mstep: Class 25 contains 67290 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 113315 members 
Mstep: Class 29 contains 4925 members 
Mstep: Class 30 contains 77280 members 
Mstep: Class 31 contains 99073 members 
Mstep: Class 32 contains 3102 members 
Mstep: Class 34 contains 1113 members 
Mstep: Class 35 contains 9511 members 
Mstep: Class 36 contains 1183 members 
Mstep: Class 37 contains 302 members 
Mstep: Class 38 contains 2154 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111762352.000000 Penalty: 84785.421875
Iteration 104Q: 39 clusters Score -1.117624e+08 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 731 members 
Mstep: Class 3 contains 19311 members 
Mstep: Class 4 contains 13094 members 
Mstep: Class 5 contains 9862 members 
Mstep: Class 6 contains 7083 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 5314 members 
Mstep: Class 9 contains 4611 members 
Mstep: Class 10 contains 1458 members 
Mstep: Class 11 contains 13874 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 45169 members 
Mstep: Class 14 contains 48344 members 
Mstep: Class 15 contains 9340 members 
Mstep: Class 16 contains 8539 members 
Mstep: Class 17 contains 108774 members 
Mstep: Class 18 contains 3498 members 
Mstep: Class 19 contains 9685 members 
Mstep: Class 20 contains 36344 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 638 members 
Mstep: Class 23 contains 77166 members 
Mstep: Class 24 contains 103512 members 
Mstep: Class 25 contains 67650 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 112820 members 
Mstep: Class 29 contains 4931 members 
Mstep: Class 30 contains 77391 members 
Mstep: Class 31 contains 98941 members 
Mstep: Class 32 contains 3104 members 
Mstep: Class 34 contains 1114 members 
Mstep: Class 35 contains 9512 members 
Mstep: Class 36 contains 1183 members 
Mstep: Class 37 contains 301 members 
Mstep: Class 38 contains 2153 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111762808.000000 Penalty: 84785.421875
Iteration 105Q: 39 clusters Score -1.117628e+08 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 730 members 
Mstep: Class 3 contains 19430 members 
Mstep: Class 4 contains 13177 members 
Mstep: Class 5 contains 9881 members 
Mstep: Class 6 contains 7090 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 5234 members 
Mstep: Class 9 contains 4612 members 
Mstep: Class 10 contains 1459 members 
Mstep: Class 11 contains 13874 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 45140 members 
Mstep: Class 14 contains 48130 members 
Mstep: Class 15 contains 9339 members 
Mstep: Class 16 contains 8556 members 
Mstep: Class 17 contains 108699 members 
Mstep: Class 18 contains 3482 members 
Mstep: Class 19 contains 9669 members 
Mstep: Class 20 contains 36579 members 
Mstep: Class 21 contains 6747 members 
Mstep: Class 22 contains 640 members 
Mstep: Class 23 contains 77303 members 
Mstep: Class 24 contains 103447 members 
Mstep: Class 25 contains 68050 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 112348 members 
Mstep: Class 29 contains 4935 members 
Mstep: Class 30 contains 77470 members 
Mstep: Class 31 contains 98817 members 
Mstep: Class 32 contains 3104 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 9515 members 
Mstep: Class 36 contains 1181 members 
Mstep: Class 37 contains 301 members 
Mstep: Class 38 contains 2147 members 
Mstep: Class 39 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111763008.000000 Penalty: 84785.421875
Iteration 106Q: 39 clusters Score -1.11763e+08 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 19548 members 
Mstep: Class 4 contains 13286 members 
Mstep: Class 5 contains 9895 members 
Mstep: Class 6 contains 7090 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 4617 members 
Mstep: Class 10 contains 1457 members 
Mstep: Class 11 contains 13874 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 45105 members 
Mstep: Class 14 contains 47929 members 
Mstep: Class 15 contains 9340 members 
Mstep: Class 16 contains 8562 members 
Mstep: Class 17 contains 108727 members 
Mstep: Class 18 contains 3477 members 
Mstep: Class 19 contains 9665 members 
Mstep: Class 20 contains 36817 members 
Mstep: Class 21 contains 6746 members 
Mstep: Class 22 contains 640 members 
Mstep: Class 23 contains 77454 members 
Mstep: Class 24 contains 103357 members 
Mstep: Class 25 contains 68421 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 111745 members 
Mstep: Class 29 contains 4940 members 
Mstep: Class 30 contains 77565 members 
Mstep: Class 31 contains 98699 members 
Mstep: Class 32 contains 3108 members 
Mstep: Class 34 contains 1116 members 
Mstep: Class 35 contains 9521 members 
Mstep: Class 36 contains 1180 members 
Mstep: Class 37 contains 301 members 
Mstep: Class 38 contains 2145 members 
Mstep: Class 39 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111763304.000000 Penalty: 84785.421875
Iteration 107Q: 39 clusters Score -1.117633e+08 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 727 members 
Mstep: Class 3 contains 19675 members 
Mstep: Class 4 contains 13365 members 
Mstep: Class 5 contains 9931 members 
Mstep: Class 6 contains 7081 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 5074 members 
Mstep: Class 9 contains 4618 members 
Mstep: Class 10 contains 1456 members 
Mstep: Class 11 contains 13880 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 45065 members 
Mstep: Class 14 contains 47770 members 
Mstep: Class 15 contains 9338 members 
Mstep: Class 16 contains 8567 members 
Mstep: Class 17 contains 108636 members 
Mstep: Class 18 contains 3470 members 
Mstep: Class 19 contains 9656 members 
Mstep: Class 20 contains 37095 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 640 members 
Mstep: Class 23 contains 77588 members 
Mstep: Class 24 contains 103265 members 
Mstep: Class 25 contains 68794 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 111191 members 
Mstep: Class 29 contains 4947 members 
Mstep: Class 30 contains 77675 members 
Mstep: Class 31 contains 98584 members 
Mstep: Class 32 contains 3109 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 9525 members 
Mstep: Class 36 contains 1179 members 
Mstep: Class 37 contains 301 members 
Mstep: Class 38 contains 2147 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111763104.000000 Penalty: 84785.421875
Iteration 108Q: 39 clusters Score -1.117631e+08 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 727 members 
Mstep: Class 3 contains 19812 members 
Mstep: Class 4 contains 13447 members 
Mstep: Class 5 contains 9964 members 
Mstep: Class 6 contains 7075 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 4619 members 
Mstep: Class 10 contains 1455 members 
Mstep: Class 11 contains 13887 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 45038 members 
Mstep: Class 14 contains 47598 members 
Mstep: Class 15 contains 9339 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 108496 members 
Mstep: Class 18 contains 3467 members 
Mstep: Class 19 contains 9653 members 
Mstep: Class 20 contains 37363 members 
Mstep: Class 21 contains 6754 members 
Mstep: Class 22 contains 640 members 
Mstep: Class 23 contains 77723 members 
Mstep: Class 24 contains 103158 members 
Mstep: Class 25 contains 69193 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 110686 members 
Mstep: Class 29 contains 4949 members 
Mstep: Class 30 contains 77760 members 
Mstep: Class 31 contains 98468 members 
Mstep: Class 32 contains 3112 members 
Mstep: Class 34 contains 1112 members 
Mstep: Class 35 contains 9530 members 
Mstep: Class 36 contains 1179 members 
Mstep: Class 37 contains 301 members 
Mstep: Class 38 contains 2146 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111762864.000000 Penalty: 84785.421875
Iteration 109Q: 39 clusters Score -1.117629e+08 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 727 members 
Mstep: Class 3 contains 19930 members 
Mstep: Class 4 contains 13532 members 
Mstep: Class 5 contains 9989 members 
Mstep: Class 6 contains 7049 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 4955 members 
Mstep: Class 9 contains 4626 members 
Mstep: Class 10 contains 1455 members 
Mstep: Class 11 contains 13885 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 45002 members 
Mstep: Class 14 contains 47421 members 
Mstep: Class 15 contains 9338 members 
Mstep: Class 16 contains 8558 members 
Mstep: Class 17 contains 108466 members 
Mstep: Class 18 contains 3462 members 
Mstep: Class 19 contains 9648 members 
Mstep: Class 20 contains 37632 members 
Mstep: Class 21 contains 6756 members 
Mstep: Class 22 contains 639 members 
Mstep: Class 23 contains 77860 members 
Mstep: Class 24 contains 103028 members 
Mstep: Class 25 contains 69624 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 110146 members 
Mstep: Class 29 contains 4950 members 
Mstep: Class 30 contains 77842 members 
Mstep: Class 31 contains 98331 members 
Mstep: Class 32 contains 3114 members 
Mstep: Class 34 contains 1109 members 
Mstep: Class 35 contains 9537 members 
Mstep: Class 36 contains 1180 members 
Mstep: Class 37 contains 301 members 
Mstep: Class 38 contains 2146 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111762768.000000 Penalty: 84785.421875
Iteration 110Q: 39 clusters Score -1.117628e+08 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 727 members 
Mstep: Class 3 contains 20001 members 
Mstep: Class 4 contains 13587 members 
Mstep: Class 5 contains 10011 members 
Mstep: Class 6 contains 7015 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 4890 members 
Mstep: Class 9 contains 4633 members 
Mstep: Class 10 contains 1456 members 
Mstep: Class 11 contains 13884 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 44961 members 
Mstep: Class 14 contains 47273 members 
Mstep: Class 15 contains 9338 members 
Mstep: Class 16 contains 8557 members 
Mstep: Class 17 contains 108515 members 
Mstep: Class 18 contains 3458 members 
Mstep: Class 19 contains 9643 members 
Mstep: Class 20 contains 37863 members 
Mstep: Class 21 contains 6759 members 
Mstep: Class 22 contains 639 members 
Mstep: Class 23 contains 77978 members 
Mstep: Class 24 contains 102943 members 
Mstep: Class 25 contains 69978 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 109686 members 
Mstep: Class 29 contains 4950 members 
Mstep: Class 30 contains 77920 members 
Mstep: Class 31 contains 98184 members 
Mstep: Class 32 contains 3119 members 
Mstep: Class 34 contains 1106 members 
Mstep: Class 35 contains 9546 members 
Mstep: Class 36 contains 1179 members 
Mstep: Class 37 contains 301 members 
Mstep: Class 38 contains 2146 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111763208.000000 Penalty: 84785.421875
Iteration 111Q: 39 clusters Score -1.117632e+08 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 20070 members 
Mstep: Class 4 contains 13650 members 
Mstep: Class 5 contains 10022 members 
Mstep: Class 6 contains 6999 members 
Mstep: Class 7 contains 941 members 
Mstep: Class 8 contains 4837 members 
Mstep: Class 9 contains 4633 members 
Mstep: Class 10 contains 1457 members 
Mstep: Class 11 contains 13885 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 44915 members 
Mstep: Class 14 contains 47116 members 
Mstep: Class 15 contains 9337 members 
Mstep: Class 16 contains 8557 members 
Mstep: Class 17 contains 108563 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 9640 members 
Mstep: Class 20 contains 38065 members 
Mstep: Class 21 contains 6763 members 
Mstep: Class 22 contains 638 members 
Mstep: Class 23 contains 78092 members 
Mstep: Class 24 contains 102826 members 
Mstep: Class 25 contains 70333 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 109305 members 
Mstep: Class 29 contains 4951 members 
Mstep: Class 30 contains 77979 members 
Mstep: Class 31 contains 98039 members 
Mstep: Class 32 contains 3121 members 
Mstep: Class 34 contains 1105 members 
Mstep: Class 35 contains 9545 members 
Mstep: Class 36 contains 1181 members 
Mstep: Class 37 contains 301 members 
Mstep: Class 38 contains 2149 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111763600.000000 Penalty: 84785.421875
Iteration 112Q: 39 clusters Score -1.117636e+08 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 20126 members 
Mstep: Class 4 contains 13705 members 
Mstep: Class 5 contains 10024 members 
Mstep: Class 6 contains 6985 members 
Mstep: Class 7 contains 941 members 
Mstep: Class 8 contains 4786 members 
Mstep: Class 9 contains 4638 members 
Mstep: Class 10 contains 1457 members 
Mstep: Class 11 contains 13886 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 44872 members 
Mstep: Class 14 contains 46998 members 
Mstep: Class 15 contains 9337 members 
Mstep: Class 16 contains 8559 members 
Mstep: Class 17 contains 108573 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 9635 members 
Mstep: Class 20 contains 38306 members 
Mstep: Class 21 contains 6768 members 
Mstep: Class 22 contains 639 members 
Mstep: Class 23 contains 78217 members 
Mstep: Class 24 contains 102657 members 
Mstep: Class 25 contains 70649 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 108964 members 
Mstep: Class 29 contains 4952 members 
Mstep: Class 30 contains 78033 members 
Mstep: Class 31 contains 97910 members 
Mstep: Class 32 contains 3124 members 
Mstep: Class 34 contains 1105 members 
Mstep: Class 35 contains 9546 members 
Mstep: Class 36 contains 1181 members 
Mstep: Class 37 contains 301 members 
Mstep: Class 38 contains 2149 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111763576.000000 Penalty: 84785.421875
Iteration 113Q: 39 clusters Score -1.117636e+08 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 20176 members 
Mstep: Class 4 contains 13758 members 
Mstep: Class 5 contains 10036 members 
Mstep: Class 6 contains 6962 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 4741 members 
Mstep: Class 9 contains 4647 members 
Mstep: Class 10 contains 1455 members 
Mstep: Class 11 contains 13884 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 44828 members 
Mstep: Class 14 contains 46896 members 
Mstep: Class 15 contains 9338 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 108591 members 
Mstep: Class 18 contains 3445 members 
Mstep: Class 19 contains 9633 members 
Mstep: Class 20 contains 38518 members 
Mstep: Class 21 contains 6768 members 
Mstep: Class 22 contains 639 members 
Mstep: Class 23 contains 78317 members 
Mstep: Class 24 contains 102526 members 
Mstep: Class 25 contains 70973 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 108626 members 
Mstep: Class 29 contains 4956 members 
Mstep: Class 30 contains 78085 members 
Mstep: Class 31 contains 97776 members 
Mstep: Class 32 contains 3127 members 
Mstep: Class 34 contains 1104 members 
Mstep: Class 35 contains 9545 members 
Mstep: Class 36 contains 1180 members 
Mstep: Class 37 contains 301 members 
Mstep: Class 38 contains 2150 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111763880.000000 Penalty: 84785.421875
Iteration 114Q: 39 clusters Score -1.117639e+08 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 20213 members 
Mstep: Class 4 contains 13796 members 
Mstep: Class 5 contains 10042 members 
Mstep: Class 6 contains 6936 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 4707 members 
Mstep: Class 9 contains 4649 members 
Mstep: Class 10 contains 1457 members 
Mstep: Class 11 contains 13879 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 44780 members 
Mstep: Class 14 contains 46771 members 
Mstep: Class 15 contains 9340 members 
Mstep: Class 16 contains 8544 members 
Mstep: Class 17 contains 108570 members 
Mstep: Class 18 contains 3442 members 
Mstep: Class 19 contains 9631 members 
Mstep: Class 20 contains 38715 members 
Mstep: Class 21 contains 6767 members 
Mstep: Class 22 contains 639 members 
Mstep: Class 23 contains 78425 members 
Mstep: Class 24 contains 102399 members 
Mstep: Class 25 contains 71304 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 108369 members 
Mstep: Class 29 contains 4960 members 
Mstep: Class 30 contains 78154 members 
Mstep: Class 31 contains 97636 members 
Mstep: Class 32 contains 3128 members 
Mstep: Class 34 contains 1103 members 
Mstep: Class 35 contains 9550 members 
Mstep: Class 36 contains 1180 members 
Mstep: Class 37 contains 301 members 
Mstep: Class 38 contains 2150 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111764008.000000 Penalty: 84785.421875
Iteration 115Q: 39 clusters Score -1.11764e+08 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 20253 members 
Mstep: Class 4 contains 13825 members 
Mstep: Class 5 contains 10040 members 
Mstep: Class 6 contains 6924 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 4679 members 
Mstep: Class 9 contains 4652 members 
Mstep: Class 10 contains 1457 members 
Mstep: Class 11 contains 13879 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 44728 members 
Mstep: Class 14 contains 46668 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 8537 members 
Mstep: Class 17 contains 108569 members 
Mstep: Class 18 contains 3438 members 
Mstep: Class 19 contains 9631 members 
Mstep: Class 20 contains 38926 members 
Mstep: Class 21 contains 6766 members 
Mstep: Class 22 contains 639 members 
Mstep: Class 23 contains 78507 members 
Mstep: Class 24 contains 102273 members 
Mstep: Class 25 contains 71603 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 108096 members 
Mstep: Class 29 contains 4961 members 
Mstep: Class 30 contains 78238 members 
Mstep: Class 31 contains 97500 members 
Mstep: Class 32 contains 3128 members 
Mstep: Class 34 contains 1103 members 
Mstep: Class 35 contains 9551 members 
Mstep: Class 36 contains 1180 members 
Mstep: Class 37 contains 301 members 
Mstep: Class 38 contains 2150 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111763792.000000 Penalty: 84785.421875
Iteration 116Q: 39 clusters Score -1.117638e+08 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 20305 members 
Mstep: Class 4 contains 13853 members 
Mstep: Class 5 contains 10044 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 4657 members 
Mstep: Class 9 contains 4656 members 
Mstep: Class 10 contains 1459 members 
Mstep: Class 11 contains 13882 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 44677 members 
Mstep: Class 14 contains 46559 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 8536 members 
Mstep: Class 17 contains 108567 members 
Mstep: Class 18 contains 3439 members 
Mstep: Class 19 contains 9628 members 
Mstep: Class 20 contains 39134 members 
Mstep: Class 21 contains 6766 members 
Mstep: Class 22 contains 640 members 
Mstep: Class 23 contains 78557 members 
Mstep: Class 24 contains 102183 members 
Mstep: Class 25 contains 71888 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 107813 members 
Mstep: Class 29 contains 4960 members 
Mstep: Class 30 contains 78310 members 
Mstep: Class 31 contains 97376 members 
Mstep: Class 32 contains 3128 members 
Mstep: Class 34 contains 1103 members 
Mstep: Class 35 contains 9545 members 
Mstep: Class 36 contains 1180 members 
Mstep: Class 37 contains 301 members 
Mstep: Class 38 contains 2147 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111763920.000000 Penalty: 84785.421875
Iteration 117Q: 39 clusters Score -1.117639e+08 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 20342 members 
Mstep: Class 4 contains 13892 members 
Mstep: Class 5 contains 10046 members 
Mstep: Class 6 contains 6901 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 4622 members 
Mstep: Class 9 contains 4663 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 13876 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 44624 members 
Mstep: Class 14 contains 46447 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 8532 members 
Mstep: Class 17 contains 108596 members 
Mstep: Class 18 contains 3439 members 
Mstep: Class 19 contains 9623 members 
Mstep: Class 20 contains 39366 members 
Mstep: Class 21 contains 6769 members 
Mstep: Class 22 contains 640 members 
Mstep: Class 23 contains 78586 members 
Mstep: Class 24 contains 102102 members 
Mstep: Class 25 contains 72147 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 107569 members 
Mstep: Class 29 contains 4959 members 
Mstep: Class 30 contains 78337 members 
Mstep: Class 31 contains 97266 members 
Mstep: Class 32 contains 3131 members 
Mstep: Class 34 contains 1103 members 
Mstep: Class 35 contains 9543 members 
Mstep: Class 36 contains 1179 members 
Mstep: Class 37 contains 301 members 
Mstep: Class 38 contains 2145 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111763856.000000 Penalty: 84785.421875
Iteration 118Q: 39 clusters Score -1.117639e+08 nChanged 2740
Entering ConstructFrom: 
Score: -111763856.000000 Penalty: 84785.421875
Entering ConstructFrom: 
Trying to split cluster 1 (3499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Entering Unmasked Estep 
Score: -403231.093750 Penalty: 1326.037842
	Iteration 0F: 2 clusters Score -403231.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -400216.062500 Penalty: 2652.075684
	Iteration 0F: 3 clusters Score -400216.1 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -401287.312500 Penalty: 2652.075684
	Iteration 1F: 3 clusters Score -401287.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -401634.468750 Penalty: 2652.075684
	Iteration 2F: 3 clusters Score -401634.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -401851.281250 Penalty: 2652.075684
	Iteration 3F: 3 clusters Score -401851.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -402001.468750 Penalty: 2652.075684
	Iteration 4F: 3 clusters Score -402001.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -402132.000000 Penalty: 2652.075684
	Iteration 5Q: 3 clusters Score -402132 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -402254.406250 Penalty: 2652.075684
	Iteration 6Q: 3 clusters Score -402254.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -402375.250000 Penalty: 2652.075684
	Iteration 7Q: 3 clusters Score -402375.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -402494.906250 Penalty: 2652.075684
	Iteration 8Q: 3 clusters Score -402494.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -402596.875000 Penalty: 2652.075684
	Iteration 9Q: 3 clusters Score -402596.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -402672.406250 Penalty: 2652.075684
	Iteration 10Q: 3 clusters Score -402672.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -402712.937500 Penalty: 2652.075684
	Iteration 11Q: 3 clusters Score -402712.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -402739.937500 Penalty: 2652.075684
	Iteration 12Q: 3 clusters Score -402739.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -402762.437500 Penalty: 2652.075684
	Iteration 13Q: 3 clusters Score -402762.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -402778.156250 Penalty: 2652.075684
	Iteration 14Q: 3 clusters Score -402778.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -402790.218750 Penalty: 2652.075684
	Iteration 15Q: 3 clusters Score -402790.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -402801.406250 Penalty: 2652.075684
	Iteration 16Q: 3 clusters Score -402801.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -402813.062500 Penalty: 2652.075684
	Iteration 17Q: 3 clusters Score -402813.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -402820.468750 Penalty: 2652.075684
	Iteration 18Q: 3 clusters Score -402820.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -402825.468750 Penalty: 2652.075684
	Iteration 19Q: 3 clusters Score -402825.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -402829.687500 Penalty: 2652.075684
	Iteration 20F: 3 clusters Score -402829.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -402834.343750 Penalty: 2652.075684
	Iteration 21Q: 3 clusters Score -402834.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -402841.250000 Penalty: 2652.075684
	Iteration 22Q: 3 clusters Score -402841.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -402846.250000 Penalty: 2652.075684
	Iteration 23Q: 3 clusters Score -402846.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -402853.093750 Penalty: 2652.075684
	Iteration 24Q: 3 clusters Score -402853.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -402858.156250 Penalty: 2652.075684
	Iteration 25Q: 3 clusters Score -402858.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -402861.500000 Penalty: 2652.075684
	Iteration 26Q: 3 clusters Score -402861.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -402864.875000 Penalty: 2652.075684
	Iteration 27Q: 3 clusters Score -402864.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -402867.125000 Penalty: 2652.075684
	Iteration 28Q: 3 clusters Score -402867.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -402867.562500 Penalty: 2652.075684
	Iteration 29Q: 3 clusters Score -402867.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -402869.093750 Penalty: 2652.075684
	Iteration 30Q: 3 clusters Score -402869.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -402870.531250 Penalty: 2652.075684
	Iteration 31Q: 3 clusters Score -402870.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -402872.093750 Penalty: 2652.075684
	Iteration 32Q: 3 clusters Score -402872.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -402871.781250 Penalty: 2652.075684
	Iteration 33Q: 3 clusters Score -402871.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -402873.812500 Penalty: 2652.075684
	Iteration 34Q: 3 clusters Score -402873.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -402873.375000 Penalty: 2652.075684
	Iteration 35Q: 3 clusters Score -402873.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -402874.031250 Penalty: 2652.075684
	Iteration 36Q: 3 clusters Score -402874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -402875.093750 Penalty: 2652.075684
	Iteration 37Q: 3 clusters Score -402875.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -402875.093750 Penalty: 2652.075684
	Iteration 38Q: 3 clusters Score -402875.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -402875.093750 Penalty: 2652.075684
	Iteration 39F: 3 clusters Score -402875.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -66276.265625 Penalty: 1070.476929
	Iteration 0F: 2 clusters Score -66276.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -65215.089844 Penalty: 2140.953857
	Iteration 0F: 3 clusters Score -65215.09 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -65935.867188 Penalty: 2140.953857
	Iteration 1F: 3 clusters Score -65935.87 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -66337.773438 Penalty: 2140.953857
	Iteration 2F: 3 clusters Score -66337.77 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -66489.695312 Penalty: 2140.953857
	Iteration 3F: 3 clusters Score -66489.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -66524.179688 Penalty: 2140.953857
	Iteration 4Q: 3 clusters Score -66524.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -66544.554688 Penalty: 2140.953857
	Iteration 5Q: 3 clusters Score -66544.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -66553.976562 Penalty: 2140.953857
	Iteration 6Q: 3 clusters Score -66553.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -66557.617188 Penalty: 2140.953857
	Iteration 7Q: 3 clusters Score -66557.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -66562.976562 Penalty: 2140.953857
	Iteration 8Q: 3 clusters Score -66562.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -66564.289062 Penalty: 2140.953857
	Iteration 9Q: 3 clusters Score -66564.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -66601.562500 Penalty: 2140.953857
	Iteration 10Q: 3 clusters Score -66601.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -66613.773438 Penalty: 2140.953857
	Iteration 11Q: 3 clusters Score -66613.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -66639.843750 Penalty: 2140.953857
	Iteration 12Q: 3 clusters Score -66639.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -66673.218750 Penalty: 2140.953857
	Iteration 13Q: 3 clusters Score -66673.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -66682.015625 Penalty: 2140.953857
	Iteration 14Q: 3 clusters Score -66682.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -66690.640625 Penalty: 2140.953857
	Iteration 15Q: 3 clusters Score -66690.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -66695.757812 Penalty: 2140.953857
	Iteration 16Q: 3 clusters Score -66695.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -66699.046875 Penalty: 2140.953857
	Iteration 17Q: 3 clusters Score -66699.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -66701.648438 Penalty: 2140.953857
	Iteration 18Q: 3 clusters Score -66701.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -66704.359375 Penalty: 2140.953857
	Iteration 19Q: 3 clusters Score -66704.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -66706.679688 Penalty: 2140.953857
	Iteration 20F: 3 clusters Score -66706.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 266 members 
Mstep: Class 3 contains 20380 members 
Mstep: Class 4 contains 13943 members 
Mstep: Class 5 contains 10042 members 
Mstep: Class 6 contains 6902 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 4570 members 
Mstep: Class 9 contains 4663 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 11 contains 13879 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 44569 members 
Mstep: Class 14 contains 46375 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 8531 members 
Mstep: Class 17 contains 108574 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 9620 members 
Mstep: Class 20 contains 39598 members 
Mstep: Class 21 contains 6772 members 
Mstep: Class 22 contains 640 members 
Mstep: Class 23 contains 78599 members 
Mstep: Class 24 contains 102007 members 
Mstep: Class 25 contains 72397 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 107369 members 
Mstep: Class 29 contains 4959 members 
Mstep: Class 30 contains 78370 members 
Mstep: Class 31 contains 97150 members 
Mstep: Class 32 contains 3132 members 
Mstep: Class 33 contains 460 members 
Mstep: Class 34 contains 1103 members 
Mstep: Class 35 contains 9542 members 
Mstep: Class 36 contains 1179 members 
Mstep: Class 37 contains 301 members 
Mstep: Class 38 contains 2143 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
Score: -111763232.000000 Penalty: 87016.617188
Splitting cluster 2 changes total score from -111763856.000000 to -111763232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (20380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Entering Unmasked Estep 
Score: -2592499.750000 Penalty: 1612.375244
	Iteration 0F: 2 clusters Score -2592500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2578609.250000 Penalty: 3224.750488
	Iteration 0F: 3 clusters Score -2578609 nChanged 9205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2583586.250000 Penalty: 3224.750488
	Iteration 1F: 3 clusters Score -2583586 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -2583902.250000 Penalty: 3224.750488
	Iteration 2Q: 3 clusters Score -2583902 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2584186.750000 Penalty: 3224.750488
	Iteration 3Q: 3 clusters Score -2584187 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2584483.250000 Penalty: 3224.750488
	Iteration 4Q: 3 clusters Score -2584483 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2584800.750000 Penalty: 3224.750488
	Iteration 5Q: 3 clusters Score -2584801 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2585255.250000 Penalty: 3224.750488
	Iteration 6Q: 3 clusters Score -2585255 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -2585907.250000 Penalty: 3224.750488
	Iteration 7F: 3 clusters Score -2585907 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2586837.750000 Penalty: 3224.750488
	Iteration 8F: 3 clusters Score -2586838 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2587907.750000 Penalty: 3224.750488
	Iteration 9F: 3 clusters Score -2587908 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -2588842.000000 Penalty: 3224.750488
	Iteration 10F: 3 clusters Score -2588842 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -2589498.500000 Penalty: 3224.750488
	Iteration 11Q: 3 clusters Score -2589498 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -2589997.500000 Penalty: 3224.750488
	Iteration 12Q: 3 clusters Score -2589998 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -2590364.250000 Penalty: 3224.750488
	Iteration 13Q: 3 clusters Score -2590364 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -2590619.000000 Penalty: 3224.750488
	Iteration 14Q: 3 clusters Score -2590619 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2590759.500000 Penalty: 3224.750488
	Iteration 15Q: 3 clusters Score -2590760 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -2590833.000000 Penalty: 3224.750488
	Iteration 16Q: 3 clusters Score -2590833 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -2590894.250000 Penalty: 3224.750488
	Iteration 17Q: 3 clusters Score -2590894 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -2590938.500000 Penalty: 3224.750488
	Iteration 18Q: 3 clusters Score -2590938 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2590971.750000 Penalty: 3224.750488
	Iteration 19Q: 3 clusters Score -2590972 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2591003.500000 Penalty: 3224.750488
	Iteration 20F: 3 clusters Score -2591004 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2591021.500000 Penalty: 3224.750488
	Iteration 21Q: 3 clusters Score -2591022 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -2591033.750000 Penalty: 3224.750488
	Iteration 22Q: 3 clusters Score -2591034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -2591040.000000 Penalty: 3224.750488
	Iteration 23Q: 3 clusters Score -2591040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -2591045.750000 Penalty: 3224.750488
	Iteration 24Q: 3 clusters Score -2591046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2591056.000000 Penalty: 3224.750488
	Iteration 25Q: 3 clusters Score -2591056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2591069.750000 Penalty: 3224.750488
	Iteration 26Q: 3 clusters Score -2591070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -2591066.750000 Penalty: 3224.750488
	Iteration 27Q: 3 clusters Score -2591067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2591071.250000 Penalty: 3224.750488
	Iteration 28Q: 3 clusters Score -2591071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2591073.000000 Penalty: 3224.750488
	Iteration 29Q: 3 clusters Score -2591073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -2591080.750000 Penalty: 3224.750488
	Iteration 30Q: 3 clusters Score -2591081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -2591090.500000 Penalty: 3224.750488
	Iteration 31Q: 3 clusters Score -2591090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2591094.750000 Penalty: 3224.750488
	Iteration 32Q: 3 clusters Score -2591095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2591094.500000 Penalty: 3224.750488
	Iteration 33Q: 3 clusters Score -2591094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -2591093.500000 Penalty: 3224.750488
	Iteration 34Q: 3 clusters Score -2591094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -2591095.000000 Penalty: 3224.750488
	Iteration 35Q: 3 clusters Score -2591095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -2591100.250000 Penalty: 3224.750488
	Iteration 36Q: 3 clusters Score -2591100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2591099.000000 Penalty: 3224.750488
	Iteration 37Q: 3 clusters Score -2591099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -2591098.750000 Penalty: 3224.750488
	Iteration 38Q: 3 clusters Score -2591099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -2591098.750000 Penalty: 3224.750488
	Iteration 39F: 3 clusters Score -2591099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Entering Unmasked Estep 
Score: -1761947.625000 Penalty: 1550.694092
	Iteration 0F: 2 clusters Score -1761948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1752260.500000 Penalty: 3101.388184
	Iteration 0F: 3 clusters Score -1752260 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1755568.125000 Penalty: 3101.388184
	Iteration 1F: 3 clusters Score -1755568 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1755900.875000 Penalty: 3101.388184
	Iteration 2F: 3 clusters Score -1755901 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1756189.500000 Penalty: 3101.388184
	Iteration 3F: 3 clusters Score -1756190 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1756521.625000 Penalty: 3101.388184
	Iteration 4Q: 3 clusters Score -1756522 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1756950.500000 Penalty: 3101.388184
	Iteration 5F: 3 clusters Score -1756950 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1757481.000000 Penalty: 3101.388184
	Iteration 6F: 3 clusters Score -1757481 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1758028.375000 Penalty: 3101.388184
	Iteration 7F: 3 clusters Score -1758028 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1758553.750000 Penalty: 3101.388184
	Iteration 8Q: 3 clusters Score -1758554 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1758956.375000 Penalty: 3101.388184
	Iteration 9Q: 3 clusters Score -1758956 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1759212.875000 Penalty: 3101.388184
	Iteration 10Q: 3 clusters Score -1759213 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1759364.500000 Penalty: 3101.388184
	Iteration 11Q: 3 clusters Score -1759364 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1759471.750000 Penalty: 3101.388184
	Iteration 12Q: 3 clusters Score -1759472 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1759559.500000 Penalty: 3101.388184
	Iteration 13Q: 3 clusters Score -1759560 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1759617.875000 Penalty: 3101.388184
	Iteration 14Q: 3 clusters Score -1759618 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1759671.625000 Penalty: 3101.388184
	Iteration 15Q: 3 clusters Score -1759672 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1759709.875000 Penalty: 3101.388184
	Iteration 16Q: 3 clusters Score -1759710 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1759768.625000 Penalty: 3101.388184
	Iteration 17Q: 3 clusters Score -1759769 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1759838.125000 Penalty: 3101.388184
	Iteration 18Q: 3 clusters Score -1759838 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1759911.125000 Penalty: 3101.388184
	Iteration 19Q: 3 clusters Score -1759911 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1759966.125000 Penalty: 3101.388184
	Iteration 20F: 3 clusters Score -1759966 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1760009.625000 Penalty: 3101.388184
	Iteration 21Q: 3 clusters Score -1760010 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1760066.375000 Penalty: 3101.388184
	Iteration 22Q: 3 clusters Score -1760066 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1760120.125000 Penalty: 3101.388184
	Iteration 23Q: 3 clusters Score -1760120 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1760165.375000 Penalty: 3101.388184
	Iteration 24Q: 3 clusters Score -1760165 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1760208.375000 Penalty: 3101.388184
	Iteration 25Q: 3 clusters Score -1760208 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1760252.750000 Penalty: 3101.388184
	Iteration 26Q: 3 clusters Score -1760253 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1760294.375000 Penalty: 3101.388184
	Iteration 27Q: 3 clusters Score -1760294 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1760321.625000 Penalty: 3101.388184
	Iteration 28Q: 3 clusters Score -1760322 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1760349.625000 Penalty: 3101.388184
	Iteration 29Q: 3 clusters Score -1760350 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1760364.375000 Penalty: 3101.388184
	Iteration 30Q: 3 clusters Score -1760364 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1760370.250000 Penalty: 3101.388184
	Iteration 31Q: 3 clusters Score -1760370 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1760380.875000 Penalty: 3101.388184
	Iteration 32Q: 3 clusters Score -1760381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1760387.750000 Penalty: 3101.388184
	Iteration 33Q: 3 clusters Score -1760388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1760392.625000 Penalty: 3101.388184
	Iteration 34Q: 3 clusters Score -1760393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1760392.500000 Penalty: 3101.388184
	Iteration 35Q: 3 clusters Score -1760392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1760393.750000 Penalty: 3101.388184
	Iteration 36Q: 3 clusters Score -1760394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1760396.625000 Penalty: 3101.388184
	Iteration 37Q: 3 clusters Score -1760397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1760395.500000 Penalty: 3101.388184
	Iteration 38Q: 3 clusters Score -1760396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1760395.500000 Penalty: 3101.388184
	Iteration 39Q: 3 clusters Score -1760396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1760399.500000 Penalty: 3101.388184
	Iteration 40F: 3 clusters Score -1760400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1760400.500000 Penalty: 3101.388184
	Iteration 41Q: 3 clusters Score -1760400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1760404.625000 Penalty: 3101.388184
	Iteration 42Q: 3 clusters Score -1760405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1760406.000000 Penalty: 3101.388184
	Iteration 43Q: 3 clusters Score -1760406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1760404.625000 Penalty: 3101.388184
	Iteration 44Q: 3 clusters Score -1760405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1760405.500000 Penalty: 3101.388184
	Iteration 45Q: 3 clusters Score -1760406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1760408.125000 Penalty: 3101.388184
	Iteration 46Q: 3 clusters Score -1760408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1760406.500000 Penalty: 3101.388184
	Iteration 47Q: 3 clusters Score -1760406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1760412.500000 Penalty: 3101.388184
	Iteration 48Q: 3 clusters Score -1760412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1760414.875000 Penalty: 3101.388184
	Iteration 49Q: 3 clusters Score -1760415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1760419.500000 Penalty: 3101.388184
	Iteration 50Q: 3 clusters Score -1760420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1760420.500000 Penalty: 3101.388184
	Iteration 51Q: 3 clusters Score -1760420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1760421.375000 Penalty: 3101.388184
	Iteration 52Q: 3 clusters Score -1760421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1760421.375000 Penalty: 3101.388184
	Iteration 53Q: 3 clusters Score -1760421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1760420.500000 Penalty: 3101.388184
	Iteration 54Q: 3 clusters Score -1760420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1760420.250000 Penalty: 3101.388184
	Iteration 55Q: 3 clusters Score -1760420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1760424.250000 Penalty: 3101.388184
	Iteration 56Q: 3 clusters Score -1760424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1760424.875000 Penalty: 3101.388184
	Iteration 57Q: 3 clusters Score -1760425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1760425.750000 Penalty: 3101.388184
	Iteration 58Q: 3 clusters Score -1760426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1760425.125000 Penalty: 3101.388184
	Iteration 59Q: 3 clusters Score -1760425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1760427.125000 Penalty: 3101.388184
	Iteration 60F: 3 clusters Score -1760427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1760432.000000 Penalty: 3101.388184
	Iteration 61Q: 3 clusters Score -1760432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1760430.875000 Penalty: 3101.388184
	Iteration 62Q: 3 clusters Score -1760431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1760431.500000 Penalty: 3101.388184
	Iteration 63Q: 3 clusters Score -1760432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1760433.500000 Penalty: 3101.388184
	Iteration 64Q: 3 clusters Score -1760434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1760433.500000 Penalty: 3101.388184
	Iteration 65Q: 3 clusters Score -1760434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1760435.625000 Penalty: 3101.388184
	Iteration 66Q: 3 clusters Score -1760436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1760435.625000 Penalty: 3101.388184
	Iteration 67F: 3 clusters Score -1760436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Entering Unmasked Estep 
Score: -1173625.000000 Penalty: 1497.361450
	Iteration 0F: 2 clusters Score -1173625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1166349.375000 Penalty: 2994.722900
	Iteration 0F: 3 clusters Score -1166349 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1168701.000000 Penalty: 2994.722900
	Iteration 1F: 3 clusters Score -1168701 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1168987.250000 Penalty: 2994.722900
	Iteration 2F: 3 clusters Score -1168987 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1169248.250000 Penalty: 2994.722900
	Iteration 3F: 3 clusters Score -1169248 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1169502.500000 Penalty: 2994.722900
	Iteration 4F: 3 clusters Score -1169502 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1169768.125000 Penalty: 2994.722900
	Iteration 5Q: 3 clusters Score -1169768 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1170038.000000 Penalty: 2994.722900
	Iteration 6Q: 3 clusters Score -1170038 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1170317.250000 Penalty: 2994.722900
	Iteration 7Q: 3 clusters Score -1170317 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1170614.000000 Penalty: 2994.722900
	Iteration 8Q: 3 clusters Score -1170614 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1170905.375000 Penalty: 2994.722900
	Iteration 9Q: 3 clusters Score -1170905 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1171204.750000 Penalty: 2994.722900
	Iteration 10Q: 3 clusters Score -1171205 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1171488.375000 Penalty: 2994.722900
	Iteration 11Q: 3 clusters Score -1171488 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1171697.750000 Penalty: 2994.722900
	Iteration 12Q: 3 clusters Score -1171698 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1171858.500000 Penalty: 2994.722900
	Iteration 13Q: 3 clusters Score -1171858 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1171986.625000 Penalty: 2994.722900
	Iteration 14Q: 3 clusters Score -1171987 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1172064.625000 Penalty: 2994.722900
	Iteration 15Q: 3 clusters Score -1172065 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1172115.875000 Penalty: 2994.722900
	Iteration 16Q: 3 clusters Score -1172116 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1172158.125000 Penalty: 2994.722900
	Iteration 17Q: 3 clusters Score -1172158 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1172188.000000 Penalty: 2994.722900
	Iteration 18Q: 3 clusters Score -1172188 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1172228.500000 Penalty: 2994.722900
	Iteration 19Q: 3 clusters Score -1172228 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1172257.000000 Penalty: 2994.722900
	Iteration 20F: 3 clusters Score -1172257 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1172280.750000 Penalty: 2994.722900
	Iteration 21Q: 3 clusters Score -1172281 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1172296.625000 Penalty: 2994.722900
	Iteration 22Q: 3 clusters Score -1172297 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1172311.125000 Penalty: 2994.722900
	Iteration 23Q: 3 clusters Score -1172311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1172319.250000 Penalty: 2994.722900
	Iteration 24Q: 3 clusters Score -1172319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1172329.625000 Penalty: 2994.722900
	Iteration 25Q: 3 clusters Score -1172330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1172339.250000 Penalty: 2994.722900
	Iteration 26Q: 3 clusters Score -1172339 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1172350.125000 Penalty: 2994.722900
	Iteration 27Q: 3 clusters Score -1172350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1172351.375000 Penalty: 2994.722900
	Iteration 28Q: 3 clusters Score -1172351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1172354.750000 Penalty: 2994.722900
	Iteration 29Q: 3 clusters Score -1172355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1172360.000000 Penalty: 2994.722900
	Iteration 30Q: 3 clusters Score -1172360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1172369.375000 Penalty: 2994.722900
	Iteration 31Q: 3 clusters Score -1172369 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1172376.500000 Penalty: 2994.722900
	Iteration 32Q: 3 clusters Score -1172376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1172389.750000 Penalty: 2994.722900
	Iteration 33Q: 3 clusters Score -1172390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1172405.500000 Penalty: 2994.722900
	Iteration 34Q: 3 clusters Score -1172406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1172416.250000 Penalty: 2994.722900
	Iteration 35Q: 3 clusters Score -1172416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1172424.875000 Penalty: 2994.722900
	Iteration 36Q: 3 clusters Score -1172425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1172432.000000 Penalty: 2994.722900
	Iteration 37Q: 3 clusters Score -1172432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1172433.500000 Penalty: 2994.722900
	Iteration 38Q: 3 clusters Score -1172434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1172439.000000 Penalty: 2994.722900
	Iteration 39Q: 3 clusters Score -1172439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1172441.500000 Penalty: 2994.722900
	Iteration 40F: 3 clusters Score -1172442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1172440.125000 Penalty: 2994.722900
	Iteration 41Q: 3 clusters Score -1172440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1172442.500000 Penalty: 2994.722900
	Iteration 42Q: 3 clusters Score -1172442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1172442.125000 Penalty: 2994.722900
	Iteration 43Q: 3 clusters Score -1172442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1172443.250000 Penalty: 2994.722900
	Iteration 44Q: 3 clusters Score -1172443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1172443.250000 Penalty: 2994.722900
	Iteration 45F: 3 clusters Score -1172443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Entering Unmasked Estep 
Score: -851743.000000 Penalty: 1436.429565
	Iteration 0F: 2 clusters Score -851743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -846547.000000 Penalty: 2872.859131
	Iteration 0F: 3 clusters Score -846547 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -848055.437500 Penalty: 2872.859131
	Iteration 1F: 3 clusters Score -848055.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -848233.812500 Penalty: 2872.859131
	Iteration 2F: 3 clusters Score -848233.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -848368.437500 Penalty: 2872.859131
	Iteration 3Q: 3 clusters Score -848368.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -848487.500000 Penalty: 2872.859131
	Iteration 4Q: 3 clusters Score -848487.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -848613.187500 Penalty: 2872.859131
	Iteration 5Q: 3 clusters Score -848613.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -848776.937500 Penalty: 2872.859131
	Iteration 6Q: 3 clusters Score -848776.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -849041.625000 Penalty: 2872.859131
	Iteration 7Q: 3 clusters Score -849041.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -849523.937500 Penalty: 2872.859131
	Iteration 8F: 3 clusters Score -849523.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -850215.562500 Penalty: 2872.859131
	Iteration 9F: 3 clusters Score -850215.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -850896.187500 Penalty: 2872.859131
	Iteration 10F: 3 clusters Score -850896.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -851266.937500 Penalty: 2872.859131
	Iteration 11F: 3 clusters Score -851266.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -851474.437500 Penalty: 2872.859131
	Iteration 12Q: 3 clusters Score -851474.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -851604.437500 Penalty: 2872.859131
	Iteration 13Q: 3 clusters Score -851604.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -851697.437500 Penalty: 2872.859131
	Iteration 14Q: 3 clusters Score -851697.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -851736.687500 Penalty: 2872.859131
	Iteration 15Q: 3 clusters Score -851736.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -851757.062500 Penalty: 2872.859131
	Iteration 16Q: 3 clusters Score -851757.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -851775.750000 Penalty: 2872.859131
	Iteration 17Q: 3 clusters Score -851775.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -851790.312500 Penalty: 2872.859131
	Iteration 18Q: 3 clusters Score -851790.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -851808.562500 Penalty: 2872.859131
	Iteration 19Q: 3 clusters Score -851808.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -851831.812500 Penalty: 2872.859131
	Iteration 20F: 3 clusters Score -851831.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -851856.437500 Penalty: 2872.859131
	Iteration 21Q: 3 clusters Score -851856.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -851885.812500 Penalty: 2872.859131
	Iteration 22Q: 3 clusters Score -851885.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -851916.125000 Penalty: 2872.859131
	Iteration 23Q: 3 clusters Score -851916.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -851938.062500 Penalty: 2872.859131
	Iteration 24Q: 3 clusters Score -851938.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -851950.187500 Penalty: 2872.859131
	Iteration 25Q: 3 clusters Score -851950.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -851956.062500 Penalty: 2872.859131
	Iteration 26Q: 3 clusters Score -851956.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -851957.875000 Penalty: 2872.859131
	Iteration 27Q: 3 clusters Score -851957.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -851959.812500 Penalty: 2872.859131
	Iteration 28Q: 3 clusters Score -851959.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -851960.062500 Penalty: 2872.859131
	Iteration 29Q: 3 clusters Score -851960.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -851959.062500 Penalty: 2872.859131
	Iteration 30Q: 3 clusters Score -851959.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -851959.562500 Penalty: 2872.859131
	Iteration 31Q: 3 clusters Score -851959.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -851960.062500 Penalty: 2872.859131
	Iteration 32Q: 3 clusters Score -851960.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -851959.312500 Penalty: 2872.859131
	Iteration 33Q: 3 clusters Score -851959.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -851959.312500 Penalty: 2872.859131
	Iteration 34F: 3 clusters Score -851959.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 20380 members 
Mstep: Class 4 contains 13943 members 
Mstep: Class 5 contains 10042 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 4570 members 
Mstep: Class 9 contains 4663 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 11 contains 13879 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 44569 members 
Mstep: Class 14 contains 46375 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 8531 members 
Mstep: Class 17 contains 108574 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 9620 members 
Mstep: Class 20 contains 39598 members 
Mstep: Class 21 contains 6772 members 
Mstep: Class 22 contains 640 members 
Mstep: Class 23 contains 78599 members 
Mstep: Class 24 contains 102007 members 
Mstep: Class 25 contains 72397 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 107369 members 
Mstep: Class 29 contains 4959 members 
Mstep: Class 30 contains 78370 members 
Mstep: Class 31 contains 97150 members 
Mstep: Class 32 contains 3132 members 
Mstep: Class 33 contains 4703 members 
Mstep: Class 34 contains 1103 members 
Mstep: Class 35 contains 9542 members 
Mstep: Class 36 contains 1179 members 
Mstep: Class 37 contains 301 members 
Mstep: Class 38 contains 2143 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
Score: -111763528.000000 Penalty: 87016.617188
Splitting cluster 6 changes total score from -111763856.000000 to -111763528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Entering Unmasked Estep 
Score: -106212.000000 Penalty: 1112.800903
	Iteration 0F: 2 clusters Score -106212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -104795.625000 Penalty: 2225.601807
	Iteration 0F: 3 clusters Score -104795.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -105251.429688 Penalty: 2225.601807
	Iteration 1F: 3 clusters Score -105251.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -105521.921875 Penalty: 2225.601807
	Iteration 2F: 3 clusters Score -105521.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -105925.320312 Penalty: 2225.601807
	Iteration 3F: 3 clusters Score -105925.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -106103.781250 Penalty: 2225.601807
	Iteration 4F: 3 clusters Score -106103.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -106196.648438 Penalty: 2225.601807
	Iteration 5F: 3 clusters Score -106196.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -106237.695312 Penalty: 2225.601807
	Iteration 6Q: 3 clusters Score -106237.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -106263.593750 Penalty: 2225.601807
	Iteration 7Q: 3 clusters Score -106263.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -106273.617188 Penalty: 2225.601807
	Iteration 8Q: 3 clusters Score -106273.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -106279.156250 Penalty: 2225.601807
	Iteration 9Q: 3 clusters Score -106279.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -106282.554688 Penalty: 2225.601807
	Iteration 10Q: 3 clusters Score -106282.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -106283.515625 Penalty: 2225.601807
	Iteration 11Q: 3 clusters Score -106283.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -106283.515625 Penalty: 2225.601807
	Iteration 12F: 3 clusters Score -106283.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 20380 members 
Mstep: Class 4 contains 13943 members 
Mstep: Class 5 contains 10042 members 
Mstep: Class 6 contains 6902 members 
Mstep: Class 7 contains 684 members 
Mstep: Class 8 contains 4570 members 
Mstep: Class 9 contains 4663 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 11 contains 13879 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 44569 members 
Mstep: Class 14 contains 46375 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 8531 members 
Mstep: Class 17 contains 108574 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 9620 members 
Mstep: Class 20 contains 39598 members 
Mstep: Class 21 contains 6772 members 
Mstep: Class 22 contains 640 members 
Mstep: Class 23 contains 78599 members 
Mstep: Class 24 contains 102007 members 
Mstep: Class 25 contains 72397 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 107369 members 
Mstep: Class 29 contains 4959 members 
Mstep: Class 30 contains 78370 members 
Mstep: Class 31 contains 97150 members 
Mstep: Class 32 contains 3132 members 
Mstep: Class 33 contains 258 members 
Mstep: Class 34 contains 1103 members 
Mstep: Class 35 contains 9542 members 
Mstep: Class 36 contains 1179 members 
Mstep: Class 37 contains 301 members 
Mstep: Class 38 contains 2143 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
Score: -111763016.000000 Penalty: 87016.617188
Splitting cluster 7 changes total score from -111763856.000000 to -111763016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (4570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Entering Unmasked Estep 
Score: -524377.500000 Penalty: 1369.431030
	Iteration 0F: 2 clusters Score -524377.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -520700.250000 Penalty: 2738.862061
	Iteration 0F: 3 clusters Score -520700.2 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -521869.750000 Penalty: 2738.862061
	Iteration 1F: 3 clusters Score -521869.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -522213.750000 Penalty: 2738.862061
	Iteration 2F: 3 clusters Score -522213.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -522496.656250 Penalty: 2738.862061
	Iteration 3F: 3 clusters Score -522496.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -522764.687500 Penalty: 2738.862061
	Iteration 4F: 3 clusters Score -522764.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -523014.875000 Penalty: 2738.862061
	Iteration 5F: 3 clusters Score -523014.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -523210.031250 Penalty: 2738.862061
	Iteration 6Q: 3 clusters Score -523210 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -523380.625000 Penalty: 2738.862061
	Iteration 7Q: 3 clusters Score -523380.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -523531.468750 Penalty: 2738.862061
	Iteration 8Q: 3 clusters Score -523531.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -523687.875000 Penalty: 2738.862061
	Iteration 9Q: 3 clusters Score -523687.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -523875.062500 Penalty: 2738.862061
	Iteration 10Q: 3 clusters Score -523875.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -524031.531250 Penalty: 2738.862061
	Iteration 11Q: 3 clusters Score -524031.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -524162.437500 Penalty: 2738.862061
	Iteration 12Q: 3 clusters Score -524162.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -524257.000000 Penalty: 2738.862061
	Iteration 13Q: 3 clusters Score -524257 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -524307.375000 Penalty: 2738.862061
	Iteration 14Q: 3 clusters Score -524307.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -524350.625000 Penalty: 2738.862061
	Iteration 15Q: 3 clusters Score -524350.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -524389.562500 Penalty: 2738.862061
	Iteration 16Q: 3 clusters Score -524389.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -524409.687500 Penalty: 2738.862061
	Iteration 17Q: 3 clusters Score -524409.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -524423.687500 Penalty: 2738.862061
	Iteration 18Q: 3 clusters Score -524423.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -524435.375000 Penalty: 2738.862061
	Iteration 19Q: 3 clusters Score -524435.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -524445.000000 Penalty: 2738.862061
	Iteration 20F: 3 clusters Score -524445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -524449.312500 Penalty: 2738.862061
	Iteration 21Q: 3 clusters Score -524449.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -524452.500000 Penalty: 2738.862061
	Iteration 22Q: 3 clusters Score -524452.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -524455.562500 Penalty: 2738.862061
	Iteration 23Q: 3 clusters Score -524455.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -524457.250000 Penalty: 2738.862061
	Iteration 24Q: 3 clusters Score -524457.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -524457.812500 Penalty: 2738.862061
	Iteration 25Q: 3 clusters Score -524457.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -524458.625000 Penalty: 2738.862061
	Iteration 26Q: 3 clusters Score -524458.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -524458.187500 Penalty: 2738.862061
	Iteration 27Q: 3 clusters Score -524458.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -524458.187500 Penalty: 2738.862061
	Iteration 28Q: 3 clusters Score -524458.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -524458.187500 Penalty: 2738.862061
	Iteration 29F: 3 clusters Score -524458.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 20380 members 
Mstep: Class 4 contains 13943 members 
Mstep: Class 5 contains 10042 members 
Mstep: Class 6 contains 6902 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 4663 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 11 contains 13879 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 44569 members 
Mstep: Class 14 contains 46375 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 8531 members 
Mstep: Class 17 contains 108574 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 9620 members 
Mstep: Class 20 contains 39598 members 
Mstep: Class 21 contains 6772 members 
Mstep: Class 22 contains 640 members 
Mstep: Class 23 contains 78599 members 
Mstep: Class 24 contains 102007 members 
Mstep: Class 25 contains 72397 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 107369 members 
Mstep: Class 29 contains 4959 members 
Mstep: Class 30 contains 78370 members 
Mstep: Class 31 contains 97150 members 
Mstep: Class 32 contains 3132 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 1103 members 
Mstep: Class 35 contains 9542 members 
Mstep: Class 36 contains 1179 members 
Mstep: Class 37 contains 301 members 
Mstep: Class 38 contains 2143 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
Score: -111763264.000000 Penalty: 87016.617188
Splitting cluster 8 changes total score from -111763856.000000 to -111763264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (4663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Entering Unmasked Estep 
Score: -562104.937500 Penalty: 1372.704834
	Iteration 0F: 2 clusters Score -562104.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -558329.187500 Penalty: 2745.409668
	Iteration 0F: 3 clusters Score -558329.2 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -559313.812500 Penalty: 2745.409668
	Iteration 1F: 3 clusters Score -559313.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -559550.062500 Penalty: 2745.409668
	Iteration 2F: 3 clusters Score -559550.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -559752.812500 Penalty: 2745.409668
	Iteration 3F: 3 clusters Score -559752.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -559974.875000 Penalty: 2745.409668
	Iteration 4F: 3 clusters Score -559974.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -560312.687500 Penalty: 2745.409668
	Iteration 5F: 3 clusters Score -560312.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -560700.500000 Penalty: 2745.409668
	Iteration 6F: 3 clusters Score -560700.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -561086.500000 Penalty: 2745.409668
	Iteration 7F: 3 clusters Score -561086.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -561441.000000 Penalty: 2745.409668
	Iteration 8F: 3 clusters Score -561441 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -561695.250000 Penalty: 2745.409668
	Iteration 9Q: 3 clusters Score -561695.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -561845.375000 Penalty: 2745.409668
	Iteration 10Q: 3 clusters Score -561845.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -561932.625000 Penalty: 2745.409668
	Iteration 11Q: 3 clusters Score -561932.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -561991.687500 Penalty: 2745.409668
	Iteration 12Q: 3 clusters Score -561991.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -562024.375000 Penalty: 2745.409668
	Iteration 13Q: 3 clusters Score -562024.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -562055.375000 Penalty: 2745.409668
	Iteration 14Q: 3 clusters Score -562055.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -562081.562500 Penalty: 2745.409668
	Iteration 15Q: 3 clusters Score -562081.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -562110.062500 Penalty: 2745.409668
	Iteration 16Q: 3 clusters Score -562110.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -562129.937500 Penalty: 2745.409668
	Iteration 17Q: 3 clusters Score -562129.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -562142.187500 Penalty: 2745.409668
	Iteration 18Q: 3 clusters Score -562142.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -562153.875000 Penalty: 2745.409668
	Iteration 19Q: 3 clusters Score -562153.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -562155.937500 Penalty: 2745.409668
	Iteration 20F: 3 clusters Score -562155.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -562158.750000 Penalty: 2745.409668
	Iteration 21Q: 3 clusters Score -562158.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -562159.937500 Penalty: 2745.409668
	Iteration 22Q: 3 clusters Score -562159.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -562159.937500 Penalty: 2745.409668
	Iteration 23F: 3 clusters Score -562159.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 20380 members 
Mstep: Class 4 contains 13943 members 
Mstep: Class 5 contains 10042 members 
Mstep: Class 6 contains 6902 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 4570 members 
Mstep: Class 9 contains 4040 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 11 contains 13879 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 44569 members 
Mstep: Class 14 contains 46375 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 8531 members 
Mstep: Class 17 contains 108574 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 9620 members 
Mstep: Class 20 contains 39598 members 
Mstep: Class 21 contains 6772 members 
Mstep: Class 22 contains 640 members 
Mstep: Class 23 contains 78599 members 
Mstep: Class 24 contains 102007 members 
Mstep: Class 25 contains 72397 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 107369 members 
Mstep: Class 29 contains 4959 members 
Mstep: Class 30 contains 78370 members 
Mstep: Class 31 contains 97150 members 
Mstep: Class 32 contains 3132 members 
Mstep: Class 33 contains 623 members 
Mstep: Class 34 contains 1103 members 
Mstep: Class 35 contains 9542 members 
Mstep: Class 36 contains 1179 members 
Mstep: Class 37 contains 301 members 
Mstep: Class 38 contains 2143 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
Score: -111763512.000000 Penalty: 87016.617188
Splitting cluster 9 changes total score from -111763856.000000 to -111763512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (1463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Entering Unmasked Estep 
Score: -181595.703125 Penalty: 1184.339722
	Iteration 0F: 2 clusters Score -181595.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -179842.156250 Penalty: 2368.679443
	Iteration 0F: 3 clusters Score -179842.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -180218.984375 Penalty: 2368.679443
	Iteration 1F: 3 clusters Score -180219 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -180310.843750 Penalty: 2368.679443
	Iteration 2F: 3 clusters Score -180310.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -180376.687500 Penalty: 2368.679443
	Iteration 3Q: 3 clusters Score -180376.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -180451.312500 Penalty: 2368.679443
	Iteration 4Q: 3 clusters Score -180451.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -180547.750000 Penalty: 2368.679443
	Iteration 5Q: 3 clusters Score -180547.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -180729.375000 Penalty: 2368.679443
	Iteration 6F: 3 clusters Score -180729.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -180905.125000 Penalty: 2368.679443
	Iteration 7F: 3 clusters Score -180905.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -181039.437500 Penalty: 2368.679443
	Iteration 8F: 3 clusters Score -181039.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -181146.406250 Penalty: 2368.679443
	Iteration 9F: 3 clusters Score -181146.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -181206.937500 Penalty: 2368.679443
	Iteration 10Q: 3 clusters Score -181206.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -181272.656250 Penalty: 2368.679443
	Iteration 11Q: 3 clusters Score -181272.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -181320.640625 Penalty: 2368.679443
	Iteration 12Q: 3 clusters Score -181320.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -181369.125000 Penalty: 2368.679443
	Iteration 13Q: 3 clusters Score -181369.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -181404.500000 Penalty: 2368.679443
	Iteration 14Q: 3 clusters Score -181404.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -181429.921875 Penalty: 2368.679443
	Iteration 15Q: 3 clusters Score -181429.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -181452.750000 Penalty: 2368.679443
	Iteration 16Q: 3 clusters Score -181452.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -181469.968750 Penalty: 2368.679443
	Iteration 17Q: 3 clusters Score -181470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -181476.437500 Penalty: 2368.679443
	Iteration 18Q: 3 clusters Score -181476.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -181478.171875 Penalty: 2368.679443
	Iteration 19Q: 3 clusters Score -181478.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -181478.171875 Penalty: 2368.679443
	Iteration 20F: 3 clusters Score -181478.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Entering Unmasked Estep 
Score: -1727660.250000 Penalty: 1549.946411
	Iteration 0F: 2 clusters Score -1727660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1718048.125000 Penalty: 3099.892822
	Iteration 0F: 3 clusters Score -1718048 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1721465.375000 Penalty: 3099.892822
	Iteration 1F: 3 clusters Score -1721465 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1722066.375000 Penalty: 3099.892822
	Iteration 2F: 3 clusters Score -1722066 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1722741.375000 Penalty: 3099.892822
	Iteration 3F: 3 clusters Score -1722741 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1723330.875000 Penalty: 3099.892822
	Iteration 4F: 3 clusters Score -1723331 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1723798.125000 Penalty: 3099.892822
	Iteration 5F: 3 clusters Score -1723798 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1724237.125000 Penalty: 3099.892822
	Iteration 6F: 3 clusters Score -1724237 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1724623.125000 Penalty: 3099.892822
	Iteration 7F: 3 clusters Score -1724623 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1725007.625000 Penalty: 3099.892822
	Iteration 8Q: 3 clusters Score -1725008 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1725358.625000 Penalty: 3099.892822
	Iteration 9Q: 3 clusters Score -1725359 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1725675.250000 Penalty: 3099.892822
	Iteration 10Q: 3 clusters Score -1725675 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1725914.000000 Penalty: 3099.892822
	Iteration 11Q: 3 clusters Score -1725914 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1726146.250000 Penalty: 3099.892822
	Iteration 12Q: 3 clusters Score -1726146 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1726362.125000 Penalty: 3099.892822
	Iteration 13Q: 3 clusters Score -1726362 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1726536.000000 Penalty: 3099.892822
	Iteration 14Q: 3 clusters Score -1726536 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1726661.750000 Penalty: 3099.892822
	Iteration 15Q: 3 clusters Score -1726662 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1726733.500000 Penalty: 3099.892822
	Iteration 16Q: 3 clusters Score -1726734 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1726777.500000 Penalty: 3099.892822
	Iteration 17Q: 3 clusters Score -1726778 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1726815.125000 Penalty: 3099.892822
	Iteration 18Q: 3 clusters Score -1726815 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1726837.250000 Penalty: 3099.892822
	Iteration 19Q: 3 clusters Score -1726837 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1726864.000000 Penalty: 3099.892822
	Iteration 20F: 3 clusters Score -1726864 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1726890.875000 Penalty: 3099.892822
	Iteration 21Q: 3 clusters Score -1726891 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1726904.000000 Penalty: 3099.892822
	Iteration 22Q: 3 clusters Score -1726904 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1726908.250000 Penalty: 3099.892822
	Iteration 23Q: 3 clusters Score -1726908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1726915.000000 Penalty: 3099.892822
	Iteration 24Q: 3 clusters Score -1726915 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1726921.250000 Penalty: 3099.892822
	Iteration 25Q: 3 clusters Score -1726921 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1726924.750000 Penalty: 3099.892822
	Iteration 26Q: 3 clusters Score -1726925 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1726928.750000 Penalty: 3099.892822
	Iteration 27Q: 3 clusters Score -1726929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1726928.500000 Penalty: 3099.892822
	Iteration 28Q: 3 clusters Score -1726928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1726933.250000 Penalty: 3099.892822
	Iteration 29Q: 3 clusters Score -1726933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1726933.375000 Penalty: 3099.892822
	Iteration 30Q: 3 clusters Score -1726933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1726936.625000 Penalty: 3099.892822
	Iteration 31Q: 3 clusters Score -1726937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1726939.250000 Penalty: 3099.892822
	Iteration 32Q: 3 clusters Score -1726939 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1726943.875000 Penalty: 3099.892822
	Iteration 33Q: 3 clusters Score -1726944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1726941.875000 Penalty: 3099.892822
	Iteration 34Q: 3 clusters Score -1726942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1726945.750000 Penalty: 3099.892822
	Iteration 35Q: 3 clusters Score -1726946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1726945.500000 Penalty: 3099.892822
	Iteration 36Q: 3 clusters Score -1726946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1726948.250000 Penalty: 3099.892822
	Iteration 37Q: 3 clusters Score -1726948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1726949.375000 Penalty: 3099.892822
	Iteration 38Q: 3 clusters Score -1726949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1726957.375000 Penalty: 3099.892822
	Iteration 39Q: 3 clusters Score -1726957 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1726960.375000 Penalty: 3099.892822
	Iteration 40F: 3 clusters Score -1726960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1726960.125000 Penalty: 3099.892822
	Iteration 41Q: 3 clusters Score -1726960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1726964.750000 Penalty: 3099.892822
	Iteration 42Q: 3 clusters Score -1726965 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1726973.625000 Penalty: 3099.892822
	Iteration 43Q: 3 clusters Score -1726974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1726981.250000 Penalty: 3099.892822
	Iteration 44Q: 3 clusters Score -1726981 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1726982.375000 Penalty: 3099.892822
	Iteration 45Q: 3 clusters Score -1726982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1726987.750000 Penalty: 3099.892822
	Iteration 46Q: 3 clusters Score -1726988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1726992.750000 Penalty: 3099.892822
	Iteration 47Q: 3 clusters Score -1726993 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1726994.250000 Penalty: 3099.892822
	Iteration 48Q: 3 clusters Score -1726994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1726992.625000 Penalty: 3099.892822
	Iteration 49Q: 3 clusters Score -1726993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1726995.000000 Penalty: 3099.892822
	Iteration 50Q: 3 clusters Score -1726995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1726997.750000 Penalty: 3099.892822
	Iteration 51Q: 3 clusters Score -1726998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1727000.750000 Penalty: 3099.892822
	Iteration 52Q: 3 clusters Score -1727001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1727004.000000 Penalty: 3099.892822
	Iteration 53Q: 3 clusters Score -1727004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1727006.250000 Penalty: 3099.892822
	Iteration 54Q: 3 clusters Score -1727006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1727007.750000 Penalty: 3099.892822
	Iteration 55Q: 3 clusters Score -1727008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1727010.250000 Penalty: 3099.892822
	Iteration 56Q: 3 clusters Score -1727010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1727013.250000 Penalty: 3099.892822
	Iteration 57Q: 3 clusters Score -1727013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1727016.500000 Penalty: 3099.892822
	Iteration 58Q: 3 clusters Score -1727016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1727018.250000 Penalty: 3099.892822
	Iteration 59Q: 3 clusters Score -1727018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1727018.375000 Penalty: 3099.892822
	Iteration 60F: 3 clusters Score -1727018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1727021.750000 Penalty: 3099.892822
	Iteration 61Q: 3 clusters Score -1727022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1727017.750000 Penalty: 3099.892822
	Iteration 62Q: 3 clusters Score -1727018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1727019.625000 Penalty: 3099.892822
	Iteration 63Q: 3 clusters Score -1727020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1727019.125000 Penalty: 3099.892822
	Iteration 64Q: 3 clusters Score -1727019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1727018.375000 Penalty: 3099.892822
	Iteration 65Q: 3 clusters Score -1727018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1727018.500000 Penalty: 3099.892822
	Iteration 66Q: 3 clusters Score -1727018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1727019.625000 Penalty: 3099.892822
	Iteration 67Q: 3 clusters Score -1727020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1727021.500000 Penalty: 3099.892822
	Iteration 68Q: 3 clusters Score -1727022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1727019.125000 Penalty: 3099.892822
	Iteration 69Q: 3 clusters Score -1727019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1727021.500000 Penalty: 3099.892822
	Iteration 70Q: 3 clusters Score -1727022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1727024.625000 Penalty: 3099.892822
	Iteration 71Q: 3 clusters Score -1727025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1727023.250000 Penalty: 3099.892822
	Iteration 72Q: 3 clusters Score -1727023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1727022.000000 Penalty: 3099.892822
	Iteration 73Q: 3 clusters Score -1727022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1727021.125000 Penalty: 3099.892822
	Iteration 74Q: 3 clusters Score -1727021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1727024.750000 Penalty: 3099.892822
	Iteration 75Q: 3 clusters Score -1727025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1727024.125000 Penalty: 3099.892822
	Iteration 76Q: 3 clusters Score -1727024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1727025.125000 Penalty: 3099.892822
	Iteration 77Q: 3 clusters Score -1727025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1727027.750000 Penalty: 3099.892822
	Iteration 78Q: 3 clusters Score -1727028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1727029.250000 Penalty: 3099.892822
	Iteration 79Q: 3 clusters Score -1727029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1727030.125000 Penalty: 3099.892822
	Iteration 80F: 3 clusters Score -1727030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1727031.750000 Penalty: 3099.892822
	Iteration 81Q: 3 clusters Score -1727032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1727034.250000 Penalty: 3099.892822
	Iteration 82Q: 3 clusters Score -1727034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1727035.625000 Penalty: 3099.892822
	Iteration 83Q: 3 clusters Score -1727036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1727043.875000 Penalty: 3099.892822
	Iteration 84Q: 3 clusters Score -1727044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1727045.625000 Penalty: 3099.892822
	Iteration 85Q: 3 clusters Score -1727046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1727046.125000 Penalty: 3099.892822
	Iteration 86Q: 3 clusters Score -1727046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1727048.375000 Penalty: 3099.892822
	Iteration 87Q: 3 clusters Score -1727048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1727055.000000 Penalty: 3099.892822
	Iteration 88Q: 3 clusters Score -1727055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1727059.250000 Penalty: 3099.892822
	Iteration 89Q: 3 clusters Score -1727059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1727059.000000 Penalty: 3099.892822
	Iteration 90Q: 3 clusters Score -1727059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1727063.125000 Penalty: 3099.892822
	Iteration 91Q: 3 clusters Score -1727063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1727065.500000 Penalty: 3099.892822
	Iteration 92Q: 3 clusters Score -1727066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1727070.500000 Penalty: 3099.892822
	Iteration 93Q: 3 clusters Score -1727070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1727070.375000 Penalty: 3099.892822
	Iteration 94Q: 3 clusters Score -1727070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1727073.375000 Penalty: 3099.892822
	Iteration 95Q: 3 clusters Score -1727073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1727075.000000 Penalty: 3099.892822
	Iteration 96Q: 3 clusters Score -1727075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1727075.875000 Penalty: 3099.892822
	Iteration 97Q: 3 clusters Score -1727076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1727075.500000 Penalty: 3099.892822
	Iteration 98Q: 3 clusters Score -1727076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1727077.125000 Penalty: 3099.892822
	Iteration 99Q: 3 clusters Score -1727077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1727078.125000 Penalty: 3099.892822
	Iteration 100F: 3 clusters Score -1727078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1727076.625000 Penalty: 3099.892822
	Iteration 101Q: 3 clusters Score -1727077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1727079.750000 Penalty: 3099.892822
	Iteration 102Q: 3 clusters Score -1727080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1727076.250000 Penalty: 3099.892822
	Iteration 103Q: 3 clusters Score -1727076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1727081.000000 Penalty: 3099.892822
	Iteration 104Q: 3 clusters Score -1727081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1727079.500000 Penalty: 3099.892822
	Iteration 105Q: 3 clusters Score -1727080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1727083.250000 Penalty: 3099.892822
	Iteration 106Q: 3 clusters Score -1727083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1727084.250000 Penalty: 3099.892822
	Iteration 107Q: 3 clusters Score -1727084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1727084.125000 Penalty: 3099.892822
	Iteration 108Q: 3 clusters Score -1727084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1727087.875000 Penalty: 3099.892822
	Iteration 109Q: 3 clusters Score -1727088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1727090.625000 Penalty: 3099.892822
	Iteration 110Q: 3 clusters Score -1727091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1727092.375000 Penalty: 3099.892822
	Iteration 111Q: 3 clusters Score -1727092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1727097.125000 Penalty: 3099.892822
	Iteration 112Q: 3 clusters Score -1727097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1727097.875000 Penalty: 3099.892822
	Iteration 113Q: 3 clusters Score -1727098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1727100.375000 Penalty: 3099.892822
	Iteration 114Q: 3 clusters Score -1727100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1727101.750000 Penalty: 3099.892822
	Iteration 115Q: 3 clusters Score -1727102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1727101.375000 Penalty: 3099.892822
	Iteration 116Q: 3 clusters Score -1727101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1727099.125000 Penalty: 3099.892822
	Iteration 117Q: 3 clusters Score -1727099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1727099.875000 Penalty: 3099.892822
	Iteration 118Q: 3 clusters Score -1727100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1727101.625000 Penalty: 3099.892822
	Iteration 119Q: 3 clusters Score -1727102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1727101.625000 Penalty: 3099.892822
	Iteration 120F: 3 clusters Score -1727102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -27405.013672 Penalty: 957.392151
	Iteration 0F: 2 clusters Score -27405.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -26531.818359 Penalty: 1914.784302
	Iteration 0F: 3 clusters Score -26531.82 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -26957.101562 Penalty: 1914.784302
	Iteration 1F: 3 clusters Score -26957.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27080.078125 Penalty: 1914.784302
	Iteration 2F: 3 clusters Score -27080.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27146.460938 Penalty: 1914.784302
	Iteration 3Q: 3 clusters Score -27146.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27221.152344 Penalty: 1914.784302
	Iteration 4Q: 3 clusters Score -27221.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -27302.166016 Penalty: 1914.784302
	Iteration 5F: 3 clusters Score -27302.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -27330.640625 Penalty: 1914.784302
	Iteration 6Q: 3 clusters Score -27330.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -27403.919922 Penalty: 1914.784302
	Iteration 7Q: 3 clusters Score -27403.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -27418.431641 Penalty: 1914.784302
	Iteration 8Q: 3 clusters Score -27418.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -27418.431641 Penalty: 1914.784302
	Iteration 9F: 3 clusters Score -27418.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 20380 members 
Mstep: Class 4 contains 13943 members 
Mstep: Class 5 contains 10042 members 
Mstep: Class 6 contains 6902 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 4570 members 
Mstep: Class 9 contains 4663 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 11 contains 13879 members 
Mstep: Class 12 contains 262 members 
Mstep: Class 13 contains 44569 members 
Mstep: Class 14 contains 46375 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 8531 members 
Mstep: Class 17 contains 108574 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 9620 members 
Mstep: Class 20 contains 39598 members 
Mstep: Class 21 contains 6772 members 
Mstep: Class 22 contains 640 members 
Mstep: Class 23 contains 78599 members 
Mstep: Class 24 contains 102007 members 
Mstep: Class 25 contains 72397 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 107369 members 
Mstep: Class 29 contains 4959 members 
Mstep: Class 30 contains 78370 members 
Mstep: Class 31 contains 97150 members 
Mstep: Class 32 contains 3132 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 34 contains 1103 members 
Mstep: Class 35 contains 9542 members 
Mstep: Class 36 contains 1179 members 
Mstep: Class 37 contains 301 members 
Mstep: Class 38 contains 2143 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
Score: -111762792.000000 Penalty: 87016.617188
Splitting cluster 12 changes total score from -111763856.000000 to -111762792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (44569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Entering Unmasked Estep 
Score: -5544097.000000 Penalty: 1739.529053
	Iteration 0F: 2 clusters Score -5544097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -5514221.500000 Penalty: 3479.058105
	Iteration 0F: 3 clusters Score -5514222 nChanged 20981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -5526768.500000 Penalty: 3479.058105
	Iteration 1F: 3 clusters Score -5526768 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -5527833.000000 Penalty: 3479.058105
	Iteration 2F: 3 clusters Score -5527833 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -5529290.000000 Penalty: 3479.058105
	Iteration 3F: 3 clusters Score -5529290 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -5531029.500000 Penalty: 3479.058105
	Iteration 4F: 3 clusters Score -5531030 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -5532921.000000 Penalty: 3479.058105
	Iteration 5F: 3 clusters Score -5532921 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -5534656.000000 Penalty: 3479.058105
	Iteration 6F: 3 clusters Score -5534656 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -5536117.500000 Penalty: 3479.058105
	Iteration 7Q: 3 clusters Score -5536118 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -5537182.500000 Penalty: 3479.058105
	Iteration 8Q: 3 clusters Score -5537182 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -5537952.000000 Penalty: 3479.058105
	Iteration 9Q: 3 clusters Score -5537952 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -5538388.000000 Penalty: 3479.058105
	Iteration 10Q: 3 clusters Score -5538388 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -5538723.000000 Penalty: 3479.058105
	Iteration 11Q: 3 clusters Score -5538723 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -5539027.500000 Penalty: 3479.058105
	Iteration 12Q: 3 clusters Score -5539028 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -5539326.500000 Penalty: 3479.058105
	Iteration 13Q: 3 clusters Score -5539326 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -5539632.500000 Penalty: 3479.058105
	Iteration 14Q: 3 clusters Score -5539632 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -5539933.000000 Penalty: 3479.058105
	Iteration 15Q: 3 clusters Score -5539933 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -5540213.500000 Penalty: 3479.058105
	Iteration 16Q: 3 clusters Score -5540214 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -5540513.000000 Penalty: 3479.058105
	Iteration 17Q: 3 clusters Score -5540513 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -5540827.500000 Penalty: 3479.058105
	Iteration 18Q: 3 clusters Score -5540828 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -5541116.000000 Penalty: 3479.058105
	Iteration 19Q: 3 clusters Score -5541116 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -5541390.500000 Penalty: 3479.058105
	Iteration 20F: 3 clusters Score -5541390 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -5541671.000000 Penalty: 3479.058105
	Iteration 21Q: 3 clusters Score -5541671 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -5541919.000000 Penalty: 3479.058105
	Iteration 22Q: 3 clusters Score -5541919 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -5542141.000000 Penalty: 3479.058105
	Iteration 23Q: 3 clusters Score -5542141 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -5542323.000000 Penalty: 3479.058105
	Iteration 24Q: 3 clusters Score -5542323 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -5542458.500000 Penalty: 3479.058105
	Iteration 25Q: 3 clusters Score -5542458 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -5542580.500000 Penalty: 3479.058105
	Iteration 26Q: 3 clusters Score -5542580 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5542669.000000 Penalty: 3479.058105
	Iteration 27Q: 3 clusters Score -5542669 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5542723.000000 Penalty: 3479.058105
	Iteration 28Q: 3 clusters Score -5542723 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -5542766.500000 Penalty: 3479.058105
	Iteration 29Q: 3 clusters Score -5542766 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -5542803.000000 Penalty: 3479.058105
	Iteration 30Q: 3 clusters Score -5542803 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -5542814.500000 Penalty: 3479.058105
	Iteration 31Q: 3 clusters Score -5542814 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -5542831.500000 Penalty: 3479.058105
	Iteration 32Q: 3 clusters Score -5542832 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5542847.500000 Penalty: 3479.058105
	Iteration 33Q: 3 clusters Score -5542848 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5542856.500000 Penalty: 3479.058105
	Iteration 34Q: 3 clusters Score -5542856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -5542863.500000 Penalty: 3479.058105
	Iteration 35Q: 3 clusters Score -5542864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5542869.000000 Penalty: 3479.058105
	Iteration 36Q: 3 clusters Score -5542869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5542866.500000 Penalty: 3479.058105
	Iteration 37Q: 3 clusters Score -5542866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -5542875.500000 Penalty: 3479.058105
	Iteration 38Q: 3 clusters Score -5542876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5542884.000000 Penalty: 3479.058105
	Iteration 39Q: 3 clusters Score -5542884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -5542896.000000 Penalty: 3479.058105
	Iteration 40F: 3 clusters Score -5542896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -5542899.000000 Penalty: 3479.058105
	Iteration 41Q: 3 clusters Score -5542899 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -5542899.000000 Penalty: 3479.058105
	Iteration 42Q: 3 clusters Score -5542899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5542904.000000 Penalty: 3479.058105
	Iteration 43Q: 3 clusters Score -5542904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5542920.500000 Penalty: 3479.058105
	Iteration 44Q: 3 clusters Score -5542920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5542920.500000 Penalty: 3479.058105
	Iteration 45Q: 3 clusters Score -5542920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5542921.000000 Penalty: 3479.058105
	Iteration 46Q: 3 clusters Score -5542921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5542924.500000 Penalty: 3479.058105
	Iteration 47Q: 3 clusters Score -5542924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5542928.000000 Penalty: 3479.058105
	Iteration 48Q: 3 clusters Score -5542928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -5542930.500000 Penalty: 3479.058105
	Iteration 49Q: 3 clusters Score -5542930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5542936.000000 Penalty: 3479.058105
	Iteration 50Q: 3 clusters Score -5542936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5542939.500000 Penalty: 3479.058105
	Iteration 51Q: 3 clusters Score -5542940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -5542945.500000 Penalty: 3479.058105
	Iteration 52Q: 3 clusters Score -5542946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5542944.500000 Penalty: 3479.058105
	Iteration 53Q: 3 clusters Score -5542944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -5542947.500000 Penalty: 3479.058105
	Iteration 54Q: 3 clusters Score -5542948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43311 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5542958.500000 Penalty: 3479.058105
	Iteration 55Q: 3 clusters Score -5542958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5542965.500000 Penalty: 3479.058105
	Iteration 56Q: 3 clusters Score -5542966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -5542969.000000 Penalty: 3479.058105
	Iteration 57Q: 3 clusters Score -5542969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43330 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5542978.500000 Penalty: 3479.058105
	Iteration 58Q: 3 clusters Score -5542978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5542981.500000 Penalty: 3479.058105
	Iteration 59Q: 3 clusters Score -5542982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -5542985.500000 Penalty: 3479.058105
	Iteration 60F: 3 clusters Score -5542986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5542984.000000 Penalty: 3479.058105
	Iteration 61Q: 3 clusters Score -5542984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -5542989.000000 Penalty: 3479.058105
	Iteration 62Q: 3 clusters Score -5542989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5542995.500000 Penalty: 3479.058105
	Iteration 63Q: 3 clusters Score -5542996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43330 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5542991.500000 Penalty: 3479.058105
	Iteration 64Q: 3 clusters Score -5542992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5542992.000000 Penalty: 3479.058105
	Iteration 65Q: 3 clusters Score -5542992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5542992.500000 Penalty: 3479.058105
	Iteration 66Q: 3 clusters Score -5542992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5542992.500000 Penalty: 3479.058105
	Iteration 67F: 3 clusters Score -5542992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Entering Unmasked Estep 
Score: -5615394.500000 Penalty: 1745.983765
	Iteration 0F: 2 clusters Score -5615394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -5584253.000000 Penalty: 3491.967529
	Iteration 0F: 3 clusters Score -5584253 nChanged 21753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -5596622.500000 Penalty: 3491.967529
	Iteration 1F: 3 clusters Score -5596622 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -5597267.500000 Penalty: 3491.967529
	Iteration 2Q: 3 clusters Score -5597268 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -5597913.000000 Penalty: 3491.967529
	Iteration 3Q: 3 clusters Score -5597913 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -5598796.000000 Penalty: 3491.967529
	Iteration 4Q: 3 clusters Score -5598796 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -5599881.000000 Penalty: 3491.967529
	Iteration 5Q: 3 clusters Score -5599881 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -5601157.000000 Penalty: 3491.967529
	Iteration 6F: 3 clusters Score -5601157 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -5602491.500000 Penalty: 3491.967529
	Iteration 7F: 3 clusters Score -5602492 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -5603853.500000 Penalty: 3491.967529
	Iteration 8F: 3 clusters Score -5603854 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -5605137.000000 Penalty: 3491.967529
	Iteration 9Q: 3 clusters Score -5605137 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -5606279.000000 Penalty: 3491.967529
	Iteration 10Q: 3 clusters Score -5606279 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -5607334.000000 Penalty: 3491.967529
	Iteration 11Q: 3 clusters Score -5607334 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -5608454.000000 Penalty: 3491.967529
	Iteration 12Q: 3 clusters Score -5608454 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -5609390.000000 Penalty: 3491.967529
	Iteration 13Q: 3 clusters Score -5609390 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -5610247.000000 Penalty: 3491.967529
	Iteration 14Q: 3 clusters Score -5610247 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -5610977.000000 Penalty: 3491.967529
	Iteration 15Q: 3 clusters Score -5610977 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -5611636.500000 Penalty: 3491.967529
	Iteration 16Q: 3 clusters Score -5611636 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -5612280.500000 Penalty: 3491.967529
	Iteration 17Q: 3 clusters Score -5612280 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -5612792.500000 Penalty: 3491.967529
	Iteration 18Q: 3 clusters Score -5612792 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -5613183.000000 Penalty: 3491.967529
	Iteration 19Q: 3 clusters Score -5613183 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -5613498.500000 Penalty: 3491.967529
	Iteration 20F: 3 clusters Score -5613498 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -5613718.500000 Penalty: 3491.967529
	Iteration 21Q: 3 clusters Score -5613718 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -5613881.500000 Penalty: 3491.967529
	Iteration 22Q: 3 clusters Score -5613882 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -5613999.500000 Penalty: 3491.967529
	Iteration 23Q: 3 clusters Score -5614000 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -5614092.000000 Penalty: 3491.967529
	Iteration 24Q: 3 clusters Score -5614092 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -5614155.500000 Penalty: 3491.967529
	Iteration 25Q: 3 clusters Score -5614156 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -5614203.500000 Penalty: 3491.967529
	Iteration 26Q: 3 clusters Score -5614204 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -5614250.500000 Penalty: 3491.967529
	Iteration 27Q: 3 clusters Score -5614250 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -5614267.500000 Penalty: 3491.967529
	Iteration 28Q: 3 clusters Score -5614268 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -5614281.500000 Penalty: 3491.967529
	Iteration 29Q: 3 clusters Score -5614282 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -5614298.000000 Penalty: 3491.967529
	Iteration 30Q: 3 clusters Score -5614298 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -5614314.500000 Penalty: 3491.967529
	Iteration 31Q: 3 clusters Score -5614314 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -5614333.500000 Penalty: 3491.967529
	Iteration 32Q: 3 clusters Score -5614334 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -5614338.000000 Penalty: 3491.967529
	Iteration 33Q: 3 clusters Score -5614338 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -5614341.000000 Penalty: 3491.967529
	Iteration 34Q: 3 clusters Score -5614341 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -5614345.500000 Penalty: 3491.967529
	Iteration 35Q: 3 clusters Score -5614346 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -5614346.500000 Penalty: 3491.967529
	Iteration 36Q: 3 clusters Score -5614346 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -5614367.500000 Penalty: 3491.967529
	Iteration 37Q: 3 clusters Score -5614368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -5614365.000000 Penalty: 3491.967529
	Iteration 38Q: 3 clusters Score -5614365 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -5614379.000000 Penalty: 3491.967529
	Iteration 39Q: 3 clusters Score -5614379 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -5614389.000000 Penalty: 3491.967529
	Iteration 40F: 3 clusters Score -5614389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -5614381.500000 Penalty: 3491.967529
	Iteration 41Q: 3 clusters Score -5614382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -5614397.000000 Penalty: 3491.967529
	Iteration 42Q: 3 clusters Score -5614397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -5614394.000000 Penalty: 3491.967529
	Iteration 43Q: 3 clusters Score -5614394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -5614395.500000 Penalty: 3491.967529
	Iteration 44Q: 3 clusters Score -5614396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -5614398.500000 Penalty: 3491.967529
	Iteration 45Q: 3 clusters Score -5614398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -5614403.000000 Penalty: 3491.967529
	Iteration 46Q: 3 clusters Score -5614403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5614406.500000 Penalty: 3491.967529
	Iteration 47Q: 3 clusters Score -5614406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44126 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -5614401.000000 Penalty: 3491.967529
	Iteration 48Q: 3 clusters Score -5614401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -5614411.500000 Penalty: 3491.967529
	Iteration 49Q: 3 clusters Score -5614412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -5614413.500000 Penalty: 3491.967529
	Iteration 50Q: 3 clusters Score -5614414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -5614427.500000 Penalty: 3491.967529
	Iteration 51Q: 3 clusters Score -5614428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -5614434.500000 Penalty: 3491.967529
	Iteration 52Q: 3 clusters Score -5614434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -5614420.500000 Penalty: 3491.967529
	Iteration 53Q: 3 clusters Score -5614420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44208 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -5614426.000000 Penalty: 3491.967529
	Iteration 54Q: 3 clusters Score -5614426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -5614433.000000 Penalty: 3491.967529
	Iteration 55Q: 3 clusters Score -5614433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44232 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -5614434.500000 Penalty: 3491.967529
	Iteration 56Q: 3 clusters Score -5614434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -5614447.000000 Penalty: 3491.967529
	Iteration 57Q: 3 clusters Score -5614447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -5614443.500000 Penalty: 3491.967529
	Iteration 58Q: 3 clusters Score -5614444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -5614437.500000 Penalty: 3491.967529
	Iteration 59Q: 3 clusters Score -5614438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -5614436.000000 Penalty: 3491.967529
	Iteration 60F: 3 clusters Score -5614436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44268 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -5614436.000000 Penalty: 3491.967529
	Iteration 61Q: 3 clusters Score -5614436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5614441.500000 Penalty: 3491.967529
	Iteration 62Q: 3 clusters Score -5614442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -5614447.000000 Penalty: 3491.967529
	Iteration 63Q: 3 clusters Score -5614447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -5614446.000000 Penalty: 3491.967529
	Iteration 64Q: 3 clusters Score -5614446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -5614446.000000 Penalty: 3491.967529
	Iteration 65F: 3 clusters Score -5614446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Entering Unmasked Estep 
Score: -1166131.125000 Penalty: 1485.619873
	Iteration 0F: 2 clusters Score -1166131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1159492.750000 Penalty: 2971.239746
	Iteration 0F: 3 clusters Score -1159493 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1161756.625000 Penalty: 2971.239746
	Iteration 1F: 3 clusters Score -1161757 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1162081.625000 Penalty: 2971.239746
	Iteration 2F: 3 clusters Score -1162082 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1162417.875000 Penalty: 2971.239746
	Iteration 3F: 3 clusters Score -1162418 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1162813.500000 Penalty: 2971.239746
	Iteration 4F: 3 clusters Score -1162814 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1163271.875000 Penalty: 2971.239746
	Iteration 5F: 3 clusters Score -1163272 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1163809.625000 Penalty: 2971.239746
	Iteration 6F: 3 clusters Score -1163810 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1164384.625000 Penalty: 2971.239746
	Iteration 7F: 3 clusters Score -1164385 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1164829.125000 Penalty: 2971.239746
	Iteration 8F: 3 clusters Score -1164829 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1165062.750000 Penalty: 2971.239746
	Iteration 9Q: 3 clusters Score -1165063 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1165202.250000 Penalty: 2971.239746
	Iteration 10Q: 3 clusters Score -1165202 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1165286.000000 Penalty: 2971.239746
	Iteration 11Q: 3 clusters Score -1165286 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1165330.625000 Penalty: 2971.239746
	Iteration 12Q: 3 clusters Score -1165331 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1165361.250000 Penalty: 2971.239746
	Iteration 13Q: 3 clusters Score -1165361 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1165390.000000 Penalty: 2971.239746
	Iteration 14Q: 3 clusters Score -1165390 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1165404.750000 Penalty: 2971.239746
	Iteration 15Q: 3 clusters Score -1165405 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1165414.000000 Penalty: 2971.239746
	Iteration 16Q: 3 clusters Score -1165414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1165419.750000 Penalty: 2971.239746
	Iteration 17Q: 3 clusters Score -1165420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1165424.500000 Penalty: 2971.239746
	Iteration 18Q: 3 clusters Score -1165424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1165424.625000 Penalty: 2971.239746
	Iteration 19Q: 3 clusters Score -1165425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1165424.875000 Penalty: 2971.239746
	Iteration 20F: 3 clusters Score -1165425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1165424.875000 Penalty: 2971.239746
	Iteration 21Q: 3 clusters Score -1165425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1165426.375000 Penalty: 2971.239746
	Iteration 22Q: 3 clusters Score -1165426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1165428.875000 Penalty: 2971.239746
	Iteration 23Q: 3 clusters Score -1165429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1165429.625000 Penalty: 2971.239746
	Iteration 24Q: 3 clusters Score -1165430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1165428.250000 Penalty: 2971.239746
	Iteration 25Q: 3 clusters Score -1165428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1165429.375000 Penalty: 2971.239746
	Iteration 26Q: 3 clusters Score -1165429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1165429.375000 Penalty: 2971.239746
	Iteration 27F: 3 clusters Score -1165429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Entering Unmasked Estep 
Score: -1002033.250000 Penalty: 1470.862549
	Iteration 0F: 2 clusters Score -1002033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -995883.437500 Penalty: 2941.725098
	Iteration 0F: 3 clusters Score -995883.4 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -998062.937500 Penalty: 2941.725098
	Iteration 1F: 3 clusters Score -998062.9 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -998510.250000 Penalty: 2941.725098
	Iteration 2F: 3 clusters Score -998510.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -998927.562500 Penalty: 2941.725098
	Iteration 3F: 3 clusters Score -998927.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -999372.000000 Penalty: 2941.725098
	Iteration 4F: 3 clusters Score -999372 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -999779.062500 Penalty: 2941.725098
	Iteration 5F: 3 clusters Score -999779.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1000130.312500 Penalty: 2941.725098
	Iteration 6F: 3 clusters Score -1000130 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1000475.437500 Penalty: 2941.725098
	Iteration 7Q: 3 clusters Score -1000475 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1000771.437500 Penalty: 2941.725098
	Iteration 8Q: 3 clusters Score -1000771 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1001062.875000 Penalty: 2941.725098
	Iteration 9Q: 3 clusters Score -1001063 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1001370.875000 Penalty: 2941.725098
	Iteration 10Q: 3 clusters Score -1001371 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1001607.937500 Penalty: 2941.725098
	Iteration 11Q: 3 clusters Score -1001608 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1001779.000000 Penalty: 2941.725098
	Iteration 12Q: 3 clusters Score -1001779 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1001938.687500 Penalty: 2941.725098
	Iteration 13Q: 3 clusters Score -1001939 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1002098.375000 Penalty: 2941.725098
	Iteration 14Q: 3 clusters Score -1002098 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1002186.375000 Penalty: 2941.725098
	Iteration 15Q: 3 clusters Score -1002186 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1002239.500000 Penalty: 2941.725098
	Iteration 16Q: 3 clusters Score -1002240 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1002287.250000 Penalty: 2941.725098
	Iteration 17Q: 3 clusters Score -1002287 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1002320.062500 Penalty: 2941.725098
	Iteration 18Q: 3 clusters Score -1002320 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1002349.312500 Penalty: 2941.725098
	Iteration 19Q: 3 clusters Score -1002349 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1002368.062500 Penalty: 2941.725098
	Iteration 20F: 3 clusters Score -1002368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1002385.000000 Penalty: 2941.725098
	Iteration 21Q: 3 clusters Score -1002385 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1002416.062500 Penalty: 2941.725098
	Iteration 22Q: 3 clusters Score -1002416 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1002450.187500 Penalty: 2941.725098
	Iteration 23Q: 3 clusters Score -1002450 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1002480.562500 Penalty: 2941.725098
	Iteration 24Q: 3 clusters Score -1002481 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1002497.000000 Penalty: 2941.725098
	Iteration 25Q: 3 clusters Score -1002497 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1002505.812500 Penalty: 2941.725098
	Iteration 26Q: 3 clusters Score -1002506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1002509.000000 Penalty: 2941.725098
	Iteration 27Q: 3 clusters Score -1002509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1002509.375000 Penalty: 2941.725098
	Iteration 28Q: 3 clusters Score -1002509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1002509.437500 Penalty: 2941.725098
	Iteration 29Q: 3 clusters Score -1002509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1002510.062500 Penalty: 2941.725098
	Iteration 30Q: 3 clusters Score -1002510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1002511.812500 Penalty: 2941.725098
	Iteration 31Q: 3 clusters Score -1002512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1002512.500000 Penalty: 2941.725098
	Iteration 32Q: 3 clusters Score -1002512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1002513.312500 Penalty: 2941.725098
	Iteration 33Q: 3 clusters Score -1002513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1002514.375000 Penalty: 2941.725098
	Iteration 34Q: 3 clusters Score -1002514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1002513.812500 Penalty: 2941.725098
	Iteration 35Q: 3 clusters Score -1002514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1002515.062500 Penalty: 2941.725098
	Iteration 36Q: 3 clusters Score -1002515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1002518.000000 Penalty: 2941.725098
	Iteration 37Q: 3 clusters Score -1002518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1002516.625000 Penalty: 2941.725098
	Iteration 38Q: 3 clusters Score -1002517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1002517.750000 Penalty: 2941.725098
	Iteration 39Q: 3 clusters Score -1002518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1002514.875000 Penalty: 2941.725098
	Iteration 40F: 3 clusters Score -1002515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1002516.062500 Penalty: 2941.725098
	Iteration 41Q: 3 clusters Score -1002516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1002516.187500 Penalty: 2941.725098
	Iteration 42Q: 3 clusters Score -1002516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1002516.187500 Penalty: 2941.725098
	Iteration 43F: 3 clusters Score -1002516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 20380 members 
Mstep: Class 4 contains 13943 members 
Mstep: Class 5 contains 10042 members 
Mstep: Class 6 contains 6902 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 4570 members 
Mstep: Class 9 contains 4663 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 11 contains 13879 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 44569 members 
Mstep: Class 14 contains 46375 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 7272 members 
Mstep: Class 17 contains 108574 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 9620 members 
Mstep: Class 20 contains 39598 members 
Mstep: Class 21 contains 6772 members 
Mstep: Class 22 contains 640 members 
Mstep: Class 23 contains 78599 members 
Mstep: Class 24 contains 102007 members 
Mstep: Class 25 contains 72397 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 107369 members 
Mstep: Class 29 contains 4959 members 
Mstep: Class 30 contains 78370 members 
Mstep: Class 31 contains 97150 members 
Mstep: Class 32 contains 3132 members 
Mstep: Class 33 contains 1259 members 
Mstep: Class 34 contains 1103 members 
Mstep: Class 35 contains 9542 members 
Mstep: Class 36 contains 1179 members 
Mstep: Class 37 contains 301 members 
Mstep: Class 38 contains 2143 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
Score: -111763888.000000 Penalty: 87016.617188
Splitting cluster 16 changes total score from -111763856.000000 to -111763888.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 17 (108574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108574 members 
Entering Unmasked Estep 
Score: -13649774.000000 Penalty: 1884.217896
	Iteration 0F: 2 clusters Score -1.364977e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 54389 members 
Entering Unmasked Estep 
Score: -13582677.000000 Penalty: 3768.435791
	Iteration 0F: 3 clusters Score -1.358268e+07 nChanged 52061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Mstep: Class 2 contains 55956 members 
Entering Unmasked Estep 
Score: -13613303.000000 Penalty: 3768.435791
	Iteration 1F: 3 clusters Score -1.36133e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51926 members 
Mstep: Class 2 contains 56648 members 
Entering Unmasked Estep 
Score: -13614992.000000 Penalty: 3768.435791
	Iteration 2Q: 3 clusters Score -1.361499e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50958 members 
Mstep: Class 2 contains 57616 members 
Entering Unmasked Estep 
Score: -13617972.000000 Penalty: 3768.435791
	Iteration 3F: 3 clusters Score -1.361797e+07 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 58833 members 
Entering Unmasked Estep 
Score: -13623136.000000 Penalty: 3768.435791
	Iteration 4F: 3 clusters Score -1.362314e+07 nChanged 8498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48527 members 
Mstep: Class 2 contains 60047 members 
Entering Unmasked Estep 
Score: -13630494.000000 Penalty: 3768.435791
	Iteration 5F: 3 clusters Score -1.363049e+07 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 60544 members 
Entering Unmasked Estep 
Score: -13636623.000000 Penalty: 3768.435791
	Iteration 6F: 3 clusters Score -1.363662e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48274 members 
Mstep: Class 2 contains 60300 members 
Entering Unmasked Estep 
Score: -13638991.000000 Penalty: 3768.435791
	Iteration 7F: 3 clusters Score -1.363899e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48961 members 
Mstep: Class 2 contains 59613 members 
Entering Unmasked Estep 
Score: -13639896.000000 Penalty: 3768.435791
	Iteration 8Q: 3 clusters Score -1.36399e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49875 members 
Mstep: Class 2 contains 58699 members 
Entering Unmasked Estep 
Score: -13640261.000000 Penalty: 3768.435791
	Iteration 9Q: 3 clusters Score -1.364026e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 57582 members 
Entering Unmasked Estep 
Score: -13640634.000000 Penalty: 3768.435791
	Iteration 10Q: 3 clusters Score -1.364063e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52224 members 
Mstep: Class 2 contains 56350 members 
Entering Unmasked Estep 
Score: -13640965.000000 Penalty: 3768.435791
	Iteration 11Q: 3 clusters Score -1.364096e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53576 members 
Mstep: Class 2 contains 54998 members 
Entering Unmasked Estep 
Score: -13641278.000000 Penalty: 3768.435791
	Iteration 12Q: 3 clusters Score -1.364128e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55120 members 
Mstep: Class 2 contains 53454 members 
Entering Unmasked Estep 
Score: -13641591.000000 Penalty: 3768.435791
	Iteration 13Q: 3 clusters Score -1.364159e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56759 members 
Mstep: Class 2 contains 51815 members 
Entering Unmasked Estep 
Score: -13641896.000000 Penalty: 3768.435791
	Iteration 14Q: 3 clusters Score -1.36419e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58568 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -13642181.000000 Penalty: 3768.435791
	Iteration 15Q: 3 clusters Score -1.364218e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60281 members 
Mstep: Class 2 contains 48293 members 
Entering Unmasked Estep 
Score: -13642520.000000 Penalty: 3768.435791
	Iteration 16Q: 3 clusters Score -1.364252e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61861 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -13642650.000000 Penalty: 3768.435791
	Iteration 17Q: 3 clusters Score -1.364265e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63351 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -13642783.000000 Penalty: 3768.435791
	Iteration 18Q: 3 clusters Score -1.364278e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64788 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -13642820.000000 Penalty: 3768.435791
	Iteration 19Q: 3 clusters Score -1.364282e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66390 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -13642960.000000 Penalty: 3768.435791
	Iteration 20F: 3 clusters Score -1.364296e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68151 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -13643066.000000 Penalty: 3768.435791
	Iteration 21Q: 3 clusters Score -1.364307e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70046 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -13643337.000000 Penalty: 3768.435791
	Iteration 22Q: 3 clusters Score -1.364334e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72098 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -13643485.000000 Penalty: 3768.435791
	Iteration 23Q: 3 clusters Score -1.364348e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74245 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -13643584.000000 Penalty: 3768.435791
	Iteration 24Q: 3 clusters Score -1.364358e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76620 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -13643890.000000 Penalty: 3768.435791
	Iteration 25Q: 3 clusters Score -1.364389e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79234 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -13644153.000000 Penalty: 3768.435791
	Iteration 26Q: 3 clusters Score -1.364415e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81900 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -13644422.000000 Penalty: 3768.435791
	Iteration 27Q: 3 clusters Score -1.364442e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84590 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -13644757.000000 Penalty: 3768.435791
	Iteration 28Q: 3 clusters Score -1.364476e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87330 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -13645178.000000 Penalty: 3768.435791
	Iteration 29Q: 3 clusters Score -1.364518e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90235 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -13645991.000000 Penalty: 3768.435791
	Iteration 30Q: 3 clusters Score -1.364599e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92992 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -13647574.000000 Penalty: 3768.435791
	Iteration 31Q: 3 clusters Score -1.364757e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94947 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -13648348.000000 Penalty: 3768.435791
	Iteration 32Q: 3 clusters Score -1.364835e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96488 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -13648856.000000 Penalty: 3768.435791
	Iteration 33Q: 3 clusters Score -1.364886e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97766 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -13649296.000000 Penalty: 3768.435791
	Iteration 34Q: 3 clusters Score -1.36493e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98816 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -13649549.000000 Penalty: 3768.435791
	Iteration 35Q: 3 clusters Score -1.364955e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99643 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -13649747.000000 Penalty: 3768.435791
	Iteration 36Q: 3 clusters Score -1.364975e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100346 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -13649824.000000 Penalty: 3768.435791
	Iteration 37Q: 3 clusters Score -1.364982e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100934 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -13649876.000000 Penalty: 3768.435791
	Iteration 38Q: 3 clusters Score -1.364988e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101421 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -13649891.000000 Penalty: 3768.435791
	Iteration 39Q: 3 clusters Score -1.364989e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101817 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -13649829.000000 Penalty: 3768.435791
	Iteration 40F: 3 clusters Score -1.364983e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102180 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -13649831.000000 Penalty: 3768.435791
	Iteration 41Q: 3 clusters Score -1.364983e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102546 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -13649817.000000 Penalty: 3768.435791
	Iteration 42Q: 3 clusters Score -1.364982e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102855 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -13649783.000000 Penalty: 3768.435791
	Iteration 43Q: 3 clusters Score -1.364978e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103158 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -13649728.000000 Penalty: 3768.435791
	Iteration 44Q: 3 clusters Score -1.364973e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103406 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -13649630.000000 Penalty: 3768.435791
	Iteration 45Q: 3 clusters Score -1.364963e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103603 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -13649597.000000 Penalty: 3768.435791
	Iteration 46Q: 3 clusters Score -1.36496e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103785 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -13649569.000000 Penalty: 3768.435791
	Iteration 47Q: 3 clusters Score -1.364957e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103961 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -13649528.000000 Penalty: 3768.435791
	Iteration 48Q: 3 clusters Score -1.364953e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104126 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -13649442.000000 Penalty: 3768.435791
	Iteration 49Q: 3 clusters Score -1.364944e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104270 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -13649420.000000 Penalty: 3768.435791
	Iteration 50Q: 3 clusters Score -1.364942e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104391 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -13649385.000000 Penalty: 3768.435791
	Iteration 51Q: 3 clusters Score -1.364938e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104531 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -13649419.000000 Penalty: 3768.435791
	Iteration 52Q: 3 clusters Score -1.364942e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104662 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -13649422.000000 Penalty: 3768.435791
	Iteration 53Q: 3 clusters Score -1.364942e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104775 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -13649388.000000 Penalty: 3768.435791
	Iteration 54Q: 3 clusters Score -1.364939e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104878 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -13649388.000000 Penalty: 3768.435791
	Iteration 55Q: 3 clusters Score -1.364939e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104961 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -13649361.000000 Penalty: 3768.435791
	Iteration 56Q: 3 clusters Score -1.364936e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105028 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -13649369.000000 Penalty: 3768.435791
	Iteration 57Q: 3 clusters Score -1.364937e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105095 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -13649346.000000 Penalty: 3768.435791
	Iteration 58Q: 3 clusters Score -1.364935e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105156 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -13649335.000000 Penalty: 3768.435791
	Iteration 59Q: 3 clusters Score -1.364934e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105200 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -13649330.000000 Penalty: 3768.435791
	Iteration 60F: 3 clusters Score -1.364933e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105249 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -13649340.000000 Penalty: 3768.435791
	Iteration 61Q: 3 clusters Score -1.364934e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105295 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -13649335.000000 Penalty: 3768.435791
	Iteration 62Q: 3 clusters Score -1.364934e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105331 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -13649336.000000 Penalty: 3768.435791
	Iteration 63Q: 3 clusters Score -1.364934e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105376 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -13649311.000000 Penalty: 3768.435791
	Iteration 64Q: 3 clusters Score -1.364931e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105421 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -13649330.000000 Penalty: 3768.435791
	Iteration 65Q: 3 clusters Score -1.364933e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105462 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -13649325.000000 Penalty: 3768.435791
	Iteration 66Q: 3 clusters Score -1.364932e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105511 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -13649314.000000 Penalty: 3768.435791
	Iteration 67Q: 3 clusters Score -1.364931e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105548 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -13649307.000000 Penalty: 3768.435791
	Iteration 68Q: 3 clusters Score -1.364931e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105588 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -13649296.000000 Penalty: 3768.435791
	Iteration 69Q: 3 clusters Score -1.36493e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105621 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -13649262.000000 Penalty: 3768.435791
	Iteration 70Q: 3 clusters Score -1.364926e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105651 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -13649247.000000 Penalty: 3768.435791
	Iteration 71Q: 3 clusters Score -1.364925e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105668 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -13649242.000000 Penalty: 3768.435791
	Iteration 72Q: 3 clusters Score -1.364924e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105684 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -13649261.000000 Penalty: 3768.435791
	Iteration 73Q: 3 clusters Score -1.364926e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105706 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -13649243.000000 Penalty: 3768.435791
	Iteration 74Q: 3 clusters Score -1.364924e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105725 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -13649243.000000 Penalty: 3768.435791
	Iteration 75Q: 3 clusters Score -1.364924e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105750 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -13649224.000000 Penalty: 3768.435791
	Iteration 76Q: 3 clusters Score -1.364922e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105775 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -13649205.000000 Penalty: 3768.435791
	Iteration 77Q: 3 clusters Score -1.36492e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105798 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -13649200.000000 Penalty: 3768.435791
	Iteration 78Q: 3 clusters Score -1.36492e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105827 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -13649202.000000 Penalty: 3768.435791
	Iteration 79Q: 3 clusters Score -1.36492e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105855 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -13649206.000000 Penalty: 3768.435791
	Iteration 80F: 3 clusters Score -1.364921e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105881 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -13649196.000000 Penalty: 3768.435791
	Iteration 81Q: 3 clusters Score -1.36492e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105897 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -13649194.000000 Penalty: 3768.435791
	Iteration 82Q: 3 clusters Score -1.364919e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105910 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -13649220.000000 Penalty: 3768.435791
	Iteration 83Q: 3 clusters Score -1.364922e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105926 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -13649202.000000 Penalty: 3768.435791
	Iteration 84Q: 3 clusters Score -1.36492e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105944 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -13649188.000000 Penalty: 3768.435791
	Iteration 85Q: 3 clusters Score -1.364919e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105965 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -13649208.000000 Penalty: 3768.435791
	Iteration 86Q: 3 clusters Score -1.364921e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105986 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -13649215.000000 Penalty: 3768.435791
	Iteration 87Q: 3 clusters Score -1.364922e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106005 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -13649205.000000 Penalty: 3768.435791
	Iteration 88Q: 3 clusters Score -1.36492e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106028 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -13649196.000000 Penalty: 3768.435791
	Iteration 89Q: 3 clusters Score -1.36492e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106054 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -13649174.000000 Penalty: 3768.435791
	Iteration 90Q: 3 clusters Score -1.364917e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106070 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -13649178.000000 Penalty: 3768.435791
	Iteration 91Q: 3 clusters Score -1.364918e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106085 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -13649181.000000 Penalty: 3768.435791
	Iteration 92Q: 3 clusters Score -1.364918e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106092 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -13649185.000000 Penalty: 3768.435791
	Iteration 93Q: 3 clusters Score -1.364918e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106100 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -13649177.000000 Penalty: 3768.435791
	Iteration 94Q: 3 clusters Score -1.364918e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106113 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -13649189.000000 Penalty: 3768.435791
	Iteration 95Q: 3 clusters Score -1.364919e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106124 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -13649177.000000 Penalty: 3768.435791
	Iteration 96Q: 3 clusters Score -1.364918e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106137 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -13649168.000000 Penalty: 3768.435791
	Iteration 97Q: 3 clusters Score -1.364917e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106160 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -13649159.000000 Penalty: 3768.435791
	Iteration 98Q: 3 clusters Score -1.364916e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106181 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -13649160.000000 Penalty: 3768.435791
	Iteration 99Q: 3 clusters Score -1.364916e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106206 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -13649160.000000 Penalty: 3768.435791
	Iteration 100F: 3 clusters Score -1.364916e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106237 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -13649160.000000 Penalty: 3768.435791
	Iteration 101Q: 3 clusters Score -1.364916e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106267 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -13649160.000000 Penalty: 3768.435791
	Iteration 102Q: 3 clusters Score -1.364916e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106298 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -13649149.000000 Penalty: 3768.435791
	Iteration 103Q: 3 clusters Score -1.364915e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106323 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -13649152.000000 Penalty: 3768.435791
	Iteration 104Q: 3 clusters Score -1.364915e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106342 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -13649157.000000 Penalty: 3768.435791
	Iteration 105Q: 3 clusters Score -1.364916e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106374 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -13649126.000000 Penalty: 3768.435791
	Iteration 106Q: 3 clusters Score -1.364913e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106394 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -13649143.000000 Penalty: 3768.435791
	Iteration 107Q: 3 clusters Score -1.364914e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106406 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -13649133.000000 Penalty: 3768.435791
	Iteration 108Q: 3 clusters Score -1.364913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106414 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -13649131.000000 Penalty: 3768.435791
	Iteration 109Q: 3 clusters Score -1.364913e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106423 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -13649129.000000 Penalty: 3768.435791
	Iteration 110Q: 3 clusters Score -1.364913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106431 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -13649114.000000 Penalty: 3768.435791
	Iteration 111Q: 3 clusters Score -1.364911e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106440 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -13649118.000000 Penalty: 3768.435791
	Iteration 112Q: 3 clusters Score -1.364912e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106450 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -13649118.000000 Penalty: 3768.435791
	Iteration 113Q: 3 clusters Score -1.364912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106453 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -13649135.000000 Penalty: 3768.435791
	Iteration 114Q: 3 clusters Score -1.364914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106462 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -13649126.000000 Penalty: 3768.435791
	Iteration 115Q: 3 clusters Score -1.364913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106470 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -13649135.000000 Penalty: 3768.435791
	Iteration 116Q: 3 clusters Score -1.364914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106474 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -13649123.000000 Penalty: 3768.435791
	Iteration 117Q: 3 clusters Score -1.364912e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106484 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -13649110.000000 Penalty: 3768.435791
	Iteration 118Q: 3 clusters Score -1.364911e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106493 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -13649117.000000 Penalty: 3768.435791
	Iteration 119Q: 3 clusters Score -1.364912e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106509 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -13649115.000000 Penalty: 3768.435791
	Iteration 120F: 3 clusters Score -1.364912e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106521 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -13649122.000000 Penalty: 3768.435791
	Iteration 121Q: 3 clusters Score -1.364912e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106529 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -13649127.000000 Penalty: 3768.435791
	Iteration 122Q: 3 clusters Score -1.364913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106536 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -13649131.000000 Penalty: 3768.435791
	Iteration 123Q: 3 clusters Score -1.364913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106540 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -13649117.000000 Penalty: 3768.435791
	Iteration 124Q: 3 clusters Score -1.364912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106544 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -13649124.000000 Penalty: 3768.435791
	Iteration 125Q: 3 clusters Score -1.364912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106547 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -13649129.000000 Penalty: 3768.435791
	Iteration 126Q: 3 clusters Score -1.364913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106552 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -13649124.000000 Penalty: 3768.435791
	Iteration 127Q: 3 clusters Score -1.364912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106552 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -13649135.000000 Penalty: 3768.435791
	Iteration 128Q: 3 clusters Score -1.364914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106551 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -13649147.000000 Penalty: 3768.435791
	Iteration 129Q: 3 clusters Score -1.364915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106552 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -13649137.000000 Penalty: 3768.435791
	Iteration 130Q: 3 clusters Score -1.364914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106555 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -13649123.000000 Penalty: 3768.435791
	Iteration 131Q: 3 clusters Score -1.364912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106563 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -13649124.000000 Penalty: 3768.435791
	Iteration 132Q: 3 clusters Score -1.364912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106568 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -13649128.000000 Penalty: 3768.435791
	Iteration 133Q: 3 clusters Score -1.364913e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106571 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -13649129.000000 Penalty: 3768.435791
	Iteration 134Q: 3 clusters Score -1.364913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106573 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -13649120.000000 Penalty: 3768.435791
	Iteration 135Q: 3 clusters Score -1.364912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106576 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -13649118.000000 Penalty: 3768.435791
	Iteration 136Q: 3 clusters Score -1.364912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106579 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -13649116.000000 Penalty: 3768.435791
	Iteration 137Q: 3 clusters Score -1.364912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106584 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -13649118.000000 Penalty: 3768.435791
	Iteration 138Q: 3 clusters Score -1.364912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106592 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -13649116.000000 Penalty: 3768.435791
	Iteration 139Q: 3 clusters Score -1.364912e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106600 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -13649111.000000 Penalty: 3768.435791
	Iteration 140F: 3 clusters Score -1.364911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106603 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -13649102.000000 Penalty: 3768.435791
	Iteration 141Q: 3 clusters Score -1.36491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106605 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -13649108.000000 Penalty: 3768.435791
	Iteration 142Q: 3 clusters Score -1.364911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106610 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -13649103.000000 Penalty: 3768.435791
	Iteration 143Q: 3 clusters Score -1.36491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106612 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -13649093.000000 Penalty: 3768.435791
	Iteration 144Q: 3 clusters Score -1.364909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106614 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -13649096.000000 Penalty: 3768.435791
	Iteration 145Q: 3 clusters Score -1.36491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106620 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -13649101.000000 Penalty: 3768.435791
	Iteration 146Q: 3 clusters Score -1.36491e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106627 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -13649122.000000 Penalty: 3768.435791
	Iteration 147Q: 3 clusters Score -1.364912e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106641 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -13649113.000000 Penalty: 3768.435791
	Iteration 148Q: 3 clusters Score -1.364911e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106653 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -13649103.000000 Penalty: 3768.435791
	Iteration 149Q: 3 clusters Score -1.36491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106657 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -13649112.000000 Penalty: 3768.435791
	Iteration 150Q: 3 clusters Score -1.364911e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106664 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -13649103.000000 Penalty: 3768.435791
	Iteration 151Q: 3 clusters Score -1.36491e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106673 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -13649109.000000 Penalty: 3768.435791
	Iteration 152Q: 3 clusters Score -1.364911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106678 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -13649111.000000 Penalty: 3768.435791
	Iteration 153Q: 3 clusters Score -1.364911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106685 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -13649102.000000 Penalty: 3768.435791
	Iteration 154Q: 3 clusters Score -1.36491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106689 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -13649111.000000 Penalty: 3768.435791
	Iteration 155Q: 3 clusters Score -1.364911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106694 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -13649109.000000 Penalty: 3768.435791
	Iteration 156Q: 3 clusters Score -1.364911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106699 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -13649105.000000 Penalty: 3768.435791
	Iteration 157Q: 3 clusters Score -1.36491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106700 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -13649108.000000 Penalty: 3768.435791
	Iteration 158Q: 3 clusters Score -1.364911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106702 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -13649109.000000 Penalty: 3768.435791
	Iteration 159Q: 3 clusters Score -1.364911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106703 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -13649106.000000 Penalty: 3768.435791
	Iteration 160F: 3 clusters Score -1.364911e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Entering Unmasked Estep 
Score: -406857.468750 Penalty: 1323.037964
	Iteration 0F: 2 clusters Score -406857.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -403856.750000 Penalty: 2646.075928
	Iteration 0F: 3 clusters Score -403856.8 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -404583.156250 Penalty: 2646.075928
	Iteration 1F: 3 clusters Score -404583.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -404775.906250 Penalty: 2646.075928
	Iteration 2F: 3 clusters Score -404775.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -404935.500000 Penalty: 2646.075928
	Iteration 3F: 3 clusters Score -404935.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -405062.000000 Penalty: 2646.075928
	Iteration 4Q: 3 clusters Score -405062 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -405171.875000 Penalty: 2646.075928
	Iteration 5Q: 3 clusters Score -405171.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -405292.468750 Penalty: 2646.075928
	Iteration 6Q: 3 clusters Score -405292.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -405417.375000 Penalty: 2646.075928
	Iteration 7Q: 3 clusters Score -405417.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -405555.843750 Penalty: 2646.075928
	Iteration 8Q: 3 clusters Score -405555.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -405694.125000 Penalty: 2646.075928
	Iteration 9Q: 3 clusters Score -405694.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -405794.562500 Penalty: 2646.075928
	Iteration 10Q: 3 clusters Score -405794.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -405861.843750 Penalty: 2646.075928
	Iteration 11Q: 3 clusters Score -405861.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -405908.937500 Penalty: 2646.075928
	Iteration 12Q: 3 clusters Score -405908.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -405947.031250 Penalty: 2646.075928
	Iteration 13Q: 3 clusters Score -405947 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -405963.000000 Penalty: 2646.075928
	Iteration 14Q: 3 clusters Score -405963 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -405971.218750 Penalty: 2646.075928
	Iteration 15Q: 3 clusters Score -405971.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -405977.781250 Penalty: 2646.075928
	Iteration 16Q: 3 clusters Score -405977.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -405983.375000 Penalty: 2646.075928
	Iteration 17Q: 3 clusters Score -405983.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -405989.125000 Penalty: 2646.075928
	Iteration 18Q: 3 clusters Score -405989.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -405992.250000 Penalty: 2646.075928
	Iteration 19Q: 3 clusters Score -405992.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -405995.562500 Penalty: 2646.075928
	Iteration 20F: 3 clusters Score -405995.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -405998.593750 Penalty: 2646.075928
	Iteration 21Q: 3 clusters Score -405998.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -406001.531250 Penalty: 2646.075928
	Iteration 22Q: 3 clusters Score -406001.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -406003.687500 Penalty: 2646.075928
	Iteration 23Q: 3 clusters Score -406003.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -406004.937500 Penalty: 2646.075928
	Iteration 24Q: 3 clusters Score -406004.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -406005.218750 Penalty: 2646.075928
	Iteration 25Q: 3 clusters Score -406005.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -406006.718750 Penalty: 2646.075928
	Iteration 26Q: 3 clusters Score -406006.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -406007.656250 Penalty: 2646.075928
	Iteration 27Q: 3 clusters Score -406007.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -406008.156250 Penalty: 2646.075928
	Iteration 28Q: 3 clusters Score -406008.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -406008.250000 Penalty: 2646.075928
	Iteration 29Q: 3 clusters Score -406008.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -406008.562500 Penalty: 2646.075928
	Iteration 30Q: 3 clusters Score -406008.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -406009.343750 Penalty: 2646.075928
	Iteration 31Q: 3 clusters Score -406009.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -406009.625000 Penalty: 2646.075928
	Iteration 32Q: 3 clusters Score -406009.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -406009.625000 Penalty: 2646.075928
	Iteration 33F: 3 clusters Score -406009.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Entering Unmasked Estep 
Score: -1212853.625000 Penalty: 1490.384888
	Iteration 0F: 2 clusters Score -1212854 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 4807 members 
Entering Unmasked Estep 
Score: -1205961.250000 Penalty: 2980.769775
	Iteration 0F: 3 clusters Score -1205961 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1208186.375000 Penalty: 2980.769775
	Iteration 1F: 3 clusters Score -1208186 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1208434.625000 Penalty: 2980.769775
	Iteration 2F: 3 clusters Score -1208435 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1208617.500000 Penalty: 2980.769775
	Iteration 3Q: 3 clusters Score -1208618 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1208744.125000 Penalty: 2980.769775
	Iteration 4Q: 3 clusters Score -1208744 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1208836.250000 Penalty: 2980.769775
	Iteration 5Q: 3 clusters Score -1208836 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1208948.375000 Penalty: 2980.769775
	Iteration 6Q: 3 clusters Score -1208948 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1209075.000000 Penalty: 2980.769775
	Iteration 7Q: 3 clusters Score -1209075 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1209253.875000 Penalty: 2980.769775
	Iteration 8Q: 3 clusters Score -1209254 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1209506.500000 Penalty: 2980.769775
	Iteration 9Q: 3 clusters Score -1209506 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1209805.000000 Penalty: 2980.769775
	Iteration 10Q: 3 clusters Score -1209805 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1210097.500000 Penalty: 2980.769775
	Iteration 11Q: 3 clusters Score -1210098 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1210394.375000 Penalty: 2980.769775
	Iteration 12Q: 3 clusters Score -1210394 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1210638.750000 Penalty: 2980.769775
	Iteration 13Q: 3 clusters Score -1210639 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1210854.625000 Penalty: 2980.769775
	Iteration 14Q: 3 clusters Score -1210855 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1211059.875000 Penalty: 2980.769775
	Iteration 15Q: 3 clusters Score -1211060 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1211257.000000 Penalty: 2980.769775
	Iteration 16Q: 3 clusters Score -1211257 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1211395.625000 Penalty: 2980.769775
	Iteration 17Q: 3 clusters Score -1211396 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1211479.000000 Penalty: 2980.769775
	Iteration 18Q: 3 clusters Score -1211479 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1211545.375000 Penalty: 2980.769775
	Iteration 19Q: 3 clusters Score -1211545 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1211613.750000 Penalty: 2980.769775
	Iteration 20F: 3 clusters Score -1211614 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1211670.500000 Penalty: 2980.769775
	Iteration 21Q: 3 clusters Score -1211670 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1211706.750000 Penalty: 2980.769775
	Iteration 22Q: 3 clusters Score -1211707 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1211738.875000 Penalty: 2980.769775
	Iteration 23Q: 3 clusters Score -1211739 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1211769.375000 Penalty: 2980.769775
	Iteration 24Q: 3 clusters Score -1211769 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1211811.750000 Penalty: 2980.769775
	Iteration 25Q: 3 clusters Score -1211812 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1211830.750000 Penalty: 2980.769775
	Iteration 26Q: 3 clusters Score -1211831 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1211847.625000 Penalty: 2980.769775
	Iteration 27Q: 3 clusters Score -1211848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1211860.250000 Penalty: 2980.769775
	Iteration 28Q: 3 clusters Score -1211860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1211873.125000 Penalty: 2980.769775
	Iteration 29Q: 3 clusters Score -1211873 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1211888.125000 Penalty: 2980.769775
	Iteration 30Q: 3 clusters Score -1211888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1211896.750000 Penalty: 2980.769775
	Iteration 31Q: 3 clusters Score -1211897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1211898.750000 Penalty: 2980.769775
	Iteration 32Q: 3 clusters Score -1211899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1211901.375000 Penalty: 2980.769775
	Iteration 33Q: 3 clusters Score -1211901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1211904.375000 Penalty: 2980.769775
	Iteration 34Q: 3 clusters Score -1211904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1211907.875000 Penalty: 2980.769775
	Iteration 35Q: 3 clusters Score -1211908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1211910.000000 Penalty: 2980.769775
	Iteration 36Q: 3 clusters Score -1211910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1211913.000000 Penalty: 2980.769775
	Iteration 37Q: 3 clusters Score -1211913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1211912.750000 Penalty: 2980.769775
	Iteration 38Q: 3 clusters Score -1211913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1211915.375000 Penalty: 2980.769775
	Iteration 39Q: 3 clusters Score -1211915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1211916.125000 Penalty: 2980.769775
	Iteration 40F: 3 clusters Score -1211916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1211916.125000 Penalty: 2980.769775
	Iteration 41Q: 3 clusters Score -1211916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1211920.250000 Penalty: 2980.769775
	Iteration 42Q: 3 clusters Score -1211920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1211919.625000 Penalty: 2980.769775
	Iteration 43Q: 3 clusters Score -1211920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1211922.125000 Penalty: 2980.769775
	Iteration 44Q: 3 clusters Score -1211922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1211923.000000 Penalty: 2980.769775
	Iteration 45Q: 3 clusters Score -1211923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1211921.500000 Penalty: 2980.769775
	Iteration 46Q: 3 clusters Score -1211922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1211921.500000 Penalty: 2980.769775
	Iteration 47F: 3 clusters Score -1211922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Entering Unmasked Estep 
Score: -5055964.500000 Penalty: 1720.311646
	Iteration 0F: 2 clusters Score -5055964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -5029376.500000 Penalty: 3440.623291
	Iteration 0F: 3 clusters Score -5029376 nChanged 18526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -5039822.000000 Penalty: 3440.623291
	Iteration 1F: 3 clusters Score -5039822 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -5040273.000000 Penalty: 3440.623291
	Iteration 2Q: 3 clusters Score -5040273 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -5040658.000000 Penalty: 3440.623291
	Iteration 3Q: 3 clusters Score -5040658 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -5041049.500000 Penalty: 3440.623291
	Iteration 4Q: 3 clusters Score -5041050 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -5041519.500000 Penalty: 3440.623291
	Iteration 5Q: 3 clusters Score -5041520 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -5042095.000000 Penalty: 3440.623291
	Iteration 6Q: 3 clusters Score -5042095 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -5042999.000000 Penalty: 3440.623291
	Iteration 7Q: 3 clusters Score -5042999 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -5044303.000000 Penalty: 3440.623291
	Iteration 8F: 3 clusters Score -5044303 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -5046095.500000 Penalty: 3440.623291
	Iteration 9F: 3 clusters Score -5046096 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -5048180.500000 Penalty: 3440.623291
	Iteration 10F: 3 clusters Score -5048180 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -5050061.000000 Penalty: 3440.623291
	Iteration 11F: 3 clusters Score -5050061 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -5051441.000000 Penalty: 3440.623291
	Iteration 12Q: 3 clusters Score -5051441 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -5052415.500000 Penalty: 3440.623291
	Iteration 13Q: 3 clusters Score -5052416 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -5053040.000000 Penalty: 3440.623291
	Iteration 14Q: 3 clusters Score -5053040 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -5053440.000000 Penalty: 3440.623291
	Iteration 15Q: 3 clusters Score -5053440 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -5053763.500000 Penalty: 3440.623291
	Iteration 16Q: 3 clusters Score -5053764 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -5053981.500000 Penalty: 3440.623291
	Iteration 17Q: 3 clusters Score -5053982 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -5054130.500000 Penalty: 3440.623291
	Iteration 18Q: 3 clusters Score -5054130 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -5054299.000000 Penalty: 3440.623291
	Iteration 19Q: 3 clusters Score -5054299 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -5054402.000000 Penalty: 3440.623291
	Iteration 20F: 3 clusters Score -5054402 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -5054463.500000 Penalty: 3440.623291
	Iteration 21Q: 3 clusters Score -5054464 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -5054495.000000 Penalty: 3440.623291
	Iteration 22Q: 3 clusters Score -5054495 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -5054517.500000 Penalty: 3440.623291
	Iteration 23Q: 3 clusters Score -5054518 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -5054542.500000 Penalty: 3440.623291
	Iteration 24Q: 3 clusters Score -5054542 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -5054553.500000 Penalty: 3440.623291
	Iteration 25Q: 3 clusters Score -5054554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -5054567.500000 Penalty: 3440.623291
	Iteration 26Q: 3 clusters Score -5054568 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -5054571.500000 Penalty: 3440.623291
	Iteration 27Q: 3 clusters Score -5054572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -5054572.500000 Penalty: 3440.623291
	Iteration 28Q: 3 clusters Score -5054572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
Score: -5054574.500000 Penalty: 3440.623291
	Iteration 29Q: 3 clusters Score -5054574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -5054573.500000 Penalty: 3440.623291
	Iteration 30Q: 3 clusters Score -5054574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -5054571.500000 Penalty: 3440.623291
	Iteration 31Q: 3 clusters Score -5054572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -5054572.000000 Penalty: 3440.623291
	Iteration 32Q: 3 clusters Score -5054572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -5054572.000000 Penalty: 3440.623291
	Iteration 33Q: 3 clusters Score -5054572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -5054580.500000 Penalty: 3440.623291
	Iteration 34Q: 3 clusters Score -5054580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -5054578.500000 Penalty: 3440.623291
	Iteration 35Q: 3 clusters Score -5054578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
Score: -5054584.000000 Penalty: 3440.623291
	Iteration 36Q: 3 clusters Score -5054584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -5054586.000000 Penalty: 3440.623291
	Iteration 37Q: 3 clusters Score -5054586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -5054579.000000 Penalty: 3440.623291
	Iteration 38Q: 3 clusters Score -5054579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -5054583.000000 Penalty: 3440.623291
	Iteration 39Q: 3 clusters Score -5054583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -5054591.000000 Penalty: 3440.623291
	Iteration 40F: 3 clusters Score -5054591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -5054595.500000 Penalty: 3440.623291
	Iteration 41Q: 3 clusters Score -5054596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -5054599.000000 Penalty: 3440.623291
	Iteration 42Q: 3 clusters Score -5054599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -5054601.000000 Penalty: 3440.623291
	Iteration 43Q: 3 clusters Score -5054601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -5054606.500000 Penalty: 3440.623291
	Iteration 44Q: 3 clusters Score -5054606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -5054611.500000 Penalty: 3440.623291
	Iteration 45Q: 3 clusters Score -5054612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -5054612.500000 Penalty: 3440.623291
	Iteration 46Q: 3 clusters Score -5054612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -5054614.000000 Penalty: 3440.623291
	Iteration 47Q: 3 clusters Score -5054614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -5054615.500000 Penalty: 3440.623291
	Iteration 48Q: 3 clusters Score -5054616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -5054615.500000 Penalty: 3440.623291
	Iteration 49Q: 3 clusters Score -5054616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -5054618.000000 Penalty: 3440.623291
	Iteration 50Q: 3 clusters Score -5054618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -5054618.000000 Penalty: 3440.623291
	Iteration 51F: 3 clusters Score -5054618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Entering Unmasked Estep 
Score: -844770.187500 Penalty: 1433.339722
	Iteration 0F: 2 clusters Score -844770.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -839677.875000 Penalty: 2866.679443
	Iteration 0F: 3 clusters Score -839677.9 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -841331.750000 Penalty: 2866.679443
	Iteration 1F: 3 clusters Score -841331.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -841992.250000 Penalty: 2866.679443
	Iteration 2F: 3 clusters Score -841992.2 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -842940.000000 Penalty: 2866.679443
	Iteration 3F: 3 clusters Score -842940 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -843667.562500 Penalty: 2866.679443
	Iteration 4F: 3 clusters Score -843667.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -844084.312500 Penalty: 2866.679443
	Iteration 5F: 3 clusters Score -844084.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -844255.812500 Penalty: 2866.679443
	Iteration 6Q: 3 clusters Score -844255.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -844332.687500 Penalty: 2866.679443
	Iteration 7Q: 3 clusters Score -844332.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -844372.437500 Penalty: 2866.679443
	Iteration 8Q: 3 clusters Score -844372.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -844397.562500 Penalty: 2866.679443
	Iteration 9Q: 3 clusters Score -844397.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -844411.187500 Penalty: 2866.679443
	Iteration 10Q: 3 clusters Score -844411.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -844426.250000 Penalty: 2866.679443
	Iteration 11Q: 3 clusters Score -844426.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -844433.125000 Penalty: 2866.679443
	Iteration 12Q: 3 clusters Score -844433.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -844434.812500 Penalty: 2866.679443
	Iteration 13Q: 3 clusters Score -844434.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -844435.625000 Penalty: 2866.679443
	Iteration 14Q: 3 clusters Score -844435.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -844436.687500 Penalty: 2866.679443
	Iteration 15Q: 3 clusters Score -844436.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -844438.500000 Penalty: 2866.679443
	Iteration 16Q: 3 clusters Score -844438.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -844438.062500 Penalty: 2866.679443
	Iteration 17Q: 3 clusters Score -844438.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -844438.062500 Penalty: 2866.679443
	Iteration 18F: 3 clusters Score -844438.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -66223.367188 Penalty: 1049.988525
	Iteration 0F: 2 clusters Score -66223.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -65095.718750 Penalty: 2099.977051
	Iteration 0F: 3 clusters Score -65095.72 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -65503.289062 Penalty: 2099.977051
	Iteration 1F: 3 clusters Score -65503.29 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -65803.812500 Penalty: 2099.977051
	Iteration 2F: 3 clusters Score -65803.81 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -65932.148438 Penalty: 2099.977051
	Iteration 3F: 3 clusters Score -65932.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -66002.648438 Penalty: 2099.977051
	Iteration 4Q: 3 clusters Score -66002.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -66055.304688 Penalty: 2099.977051
	Iteration 5Q: 3 clusters Score -66055.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -66079.820312 Penalty: 2099.977051
	Iteration 6Q: 3 clusters Score -66079.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -66100.570312 Penalty: 2099.977051
	Iteration 7Q: 3 clusters Score -66100.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -66118.781250 Penalty: 2099.977051
	Iteration 8Q: 3 clusters Score -66118.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -66119.632812 Penalty: 2099.977051
	Iteration 9Q: 3 clusters Score -66119.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -66120.367188 Penalty: 2099.977051
	Iteration 10Q: 3 clusters Score -66120.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -66121.539062 Penalty: 2099.977051
	Iteration 11Q: 3 clusters Score -66121.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -66121.539062 Penalty: 2099.977051
	Iteration 12F: 3 clusters Score -66121.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (78599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78599 members 
Entering Unmasked Estep 
Score: -9780050.000000 Penalty: 1831.718506
	Iteration 0F: 2 clusters Score -9780050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -9727677.000000 Penalty: 3663.437012
	Iteration 0F: 3 clusters Score -9727677 nChanged 37276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -9749131.000000 Penalty: 3663.437012
	Iteration 1F: 3 clusters Score -9749131 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -9749814.000000 Penalty: 3663.437012
	Iteration 2Q: 3 clusters Score -9749814 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -9750736.000000 Penalty: 3663.437012
	Iteration 3Q: 3 clusters Score -9750736 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -9752148.000000 Penalty: 3663.437012
	Iteration 4Q: 3 clusters Score -9752148 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 41973 members 
Entering Unmasked Estep 
Score: -9754185.000000 Penalty: 3663.437012
	Iteration 5Q: 3 clusters Score -9754185 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -9757167.000000 Penalty: 3663.437012
	Iteration 6F: 3 clusters Score -9757167 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -9760462.000000 Penalty: 3663.437012
	Iteration 7F: 3 clusters Score -9760462 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -9763955.000000 Penalty: 3663.437012
	Iteration 8F: 3 clusters Score -9763955 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -9766381.000000 Penalty: 3663.437012
	Iteration 9F: 3 clusters Score -9766381 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -9767584.000000 Penalty: 3663.437012
	Iteration 10Q: 3 clusters Score -9767584 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -9768202.000000 Penalty: 3663.437012
	Iteration 11Q: 3 clusters Score -9768202 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -9768522.000000 Penalty: 3663.437012
	Iteration 12Q: 3 clusters Score -9768522 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -9768741.000000 Penalty: 3663.437012
	Iteration 13Q: 3 clusters Score -9768741 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -9768925.000000 Penalty: 3663.437012
	Iteration 14Q: 3 clusters Score -9768925 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -9769107.000000 Penalty: 3663.437012
	Iteration 15Q: 3 clusters Score -9769107 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 46715 members 
Entering Unmasked Estep 
Score: -9769327.000000 Penalty: 3663.437012
	Iteration 16Q: 3 clusters Score -9769327 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 47088 members 
Entering Unmasked Estep 
Score: -9769471.000000 Penalty: 3663.437012
	Iteration 17Q: 3 clusters Score -9769471 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -9769623.000000 Penalty: 3663.437012
	Iteration 18Q: 3 clusters Score -9769623 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 47884 members 
Entering Unmasked Estep 
Score: -9769744.000000 Penalty: 3663.437012
	Iteration 19Q: 3 clusters Score -9769744 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -9769899.000000 Penalty: 3663.437012
	Iteration 20F: 3 clusters Score -9769899 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 48717 members 
Entering Unmasked Estep 
Score: -9770022.000000 Penalty: 3663.437012
	Iteration 21Q: 3 clusters Score -9770022 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 49202 members 
Entering Unmasked Estep 
Score: -9770174.000000 Penalty: 3663.437012
	Iteration 22Q: 3 clusters Score -9770174 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -9770281.000000 Penalty: 3663.437012
	Iteration 23Q: 3 clusters Score -9770281 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -9770362.000000 Penalty: 3663.437012
	Iteration 24Q: 3 clusters Score -9770362 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 50625 members 
Entering Unmasked Estep 
Score: -9770487.000000 Penalty: 3663.437012
	Iteration 25Q: 3 clusters Score -9770487 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 51138 members 
Entering Unmasked Estep 
Score: -9770607.000000 Penalty: 3663.437012
	Iteration 26Q: 3 clusters Score -9770607 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
Score: -9770734.000000 Penalty: 3663.437012
	Iteration 27Q: 3 clusters Score -9770734 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 52263 members 
Entering Unmasked Estep 
Score: -9770865.000000 Penalty: 3663.437012
	Iteration 28Q: 3 clusters Score -9770865 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 52860 members 
Entering Unmasked Estep 
Score: -9770958.000000 Penalty: 3663.437012
	Iteration 29Q: 3 clusters Score -9770958 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 53516 members 
Entering Unmasked Estep 
Score: -9771146.000000 Penalty: 3663.437012
	Iteration 30Q: 3 clusters Score -9771146 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 54212 members 
Entering Unmasked Estep 
Score: -9771279.000000 Penalty: 3663.437012
	Iteration 31Q: 3 clusters Score -9771279 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 54934 members 
Entering Unmasked Estep 
Score: -9771448.000000 Penalty: 3663.437012
	Iteration 32Q: 3 clusters Score -9771448 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 55743 members 
Entering Unmasked Estep 
Score: -9771641.000000 Penalty: 3663.437012
	Iteration 33Q: 3 clusters Score -9771641 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 56571 members 
Entering Unmasked Estep 
Score: -9771825.000000 Penalty: 3663.437012
	Iteration 34Q: 3 clusters Score -9771825 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 57390 members 
Entering Unmasked Estep 
Score: -9772045.000000 Penalty: 3663.437012
	Iteration 35Q: 3 clusters Score -9772045 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 58283 members 
Entering Unmasked Estep 
Score: -9772253.000000 Penalty: 3663.437012
	Iteration 36Q: 3 clusters Score -9772253 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 59238 members 
Entering Unmasked Estep 
Score: -9772534.000000 Penalty: 3663.437012
	Iteration 37Q: 3 clusters Score -9772534 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 60263 members 
Entering Unmasked Estep 
Score: -9772789.000000 Penalty: 3663.437012
	Iteration 38Q: 3 clusters Score -9772789 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 61307 members 
Entering Unmasked Estep 
Score: -9773080.000000 Penalty: 3663.437012
	Iteration 39Q: 3 clusters Score -9773080 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 62419 members 
Entering Unmasked Estep 
Score: -9773454.000000 Penalty: 3663.437012
	Iteration 40F: 3 clusters Score -9773454 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 63536 members 
Entering Unmasked Estep 
Score: -9773816.000000 Penalty: 3663.437012
	Iteration 41Q: 3 clusters Score -9773816 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 64660 members 
Entering Unmasked Estep 
Score: -9774146.000000 Penalty: 3663.437012
	Iteration 42Q: 3 clusters Score -9774146 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 65745 members 
Entering Unmasked Estep 
Score: -9774504.000000 Penalty: 3663.437012
	Iteration 43Q: 3 clusters Score -9774504 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 66843 members 
Entering Unmasked Estep 
Score: -9774856.000000 Penalty: 3663.437012
	Iteration 44Q: 3 clusters Score -9774856 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 67942 members 
Entering Unmasked Estep 
Score: -9775238.000000 Penalty: 3663.437012
	Iteration 45Q: 3 clusters Score -9775238 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 69042 members 
Entering Unmasked Estep 
Score: -9775622.000000 Penalty: 3663.437012
	Iteration 46Q: 3 clusters Score -9775622 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 69994 members 
Entering Unmasked Estep 
Score: -9775948.000000 Penalty: 3663.437012
	Iteration 47Q: 3 clusters Score -9775948 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 70887 members 
Entering Unmasked Estep 
Score: -9776292.000000 Penalty: 3663.437012
	Iteration 48Q: 3 clusters Score -9776292 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 71763 members 
Entering Unmasked Estep 
Score: -9776641.000000 Penalty: 3663.437012
	Iteration 49Q: 3 clusters Score -9776641 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 72560 members 
Entering Unmasked Estep 
Score: -9776932.000000 Penalty: 3663.437012
	Iteration 50Q: 3 clusters Score -9776932 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 73259 members 
Entering Unmasked Estep 
Score: -9777207.000000 Penalty: 3663.437012
	Iteration 51Q: 3 clusters Score -9777207 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 73920 members 
Entering Unmasked Estep 
Score: -9777465.000000 Penalty: 3663.437012
	Iteration 52Q: 3 clusters Score -9777465 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 74504 members 
Entering Unmasked Estep 
Score: -9777677.000000 Penalty: 3663.437012
	Iteration 53Q: 3 clusters Score -9777677 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 74993 members 
Entering Unmasked Estep 
Score: -9777882.000000 Penalty: 3663.437012
	Iteration 54Q: 3 clusters Score -9777882 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 75405 members 
Entering Unmasked Estep 
Score: -9778019.000000 Penalty: 3663.437012
	Iteration 55Q: 3 clusters Score -9778019 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 75726 members 
Entering Unmasked Estep 
Score: -9778141.000000 Penalty: 3663.437012
	Iteration 56Q: 3 clusters Score -9778141 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 76019 members 
Entering Unmasked Estep 
Score: -9778232.000000 Penalty: 3663.437012
	Iteration 57Q: 3 clusters Score -9778232 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 76255 members 
Entering Unmasked Estep 
Score: -9778313.000000 Penalty: 3663.437012
	Iteration 58Q: 3 clusters Score -9778313 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 76422 members 
Entering Unmasked Estep 
Score: -9778378.000000 Penalty: 3663.437012
	Iteration 59Q: 3 clusters Score -9778378 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 76568 members 
Entering Unmasked Estep 
Score: -9778428.000000 Penalty: 3663.437012
	Iteration 60F: 3 clusters Score -9778428 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 76703 members 
Entering Unmasked Estep 
Score: -9778452.000000 Penalty: 3663.437012
	Iteration 61Q: 3 clusters Score -9778452 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 76799 members 
Entering Unmasked Estep 
Score: -9778501.000000 Penalty: 3663.437012
	Iteration 62Q: 3 clusters Score -9778501 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 76879 members 
Entering Unmasked Estep 
Score: -9778527.000000 Penalty: 3663.437012
	Iteration 63Q: 3 clusters Score -9778527 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 76966 members 
Entering Unmasked Estep 
Score: -9778542.000000 Penalty: 3663.437012
	Iteration 64Q: 3 clusters Score -9778542 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 77026 members 
Entering Unmasked Estep 
Score: -9778553.000000 Penalty: 3663.437012
	Iteration 65Q: 3 clusters Score -9778553 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 77078 members 
Entering Unmasked Estep 
Score: -9778577.000000 Penalty: 3663.437012
	Iteration 66Q: 3 clusters Score -9778577 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 77116 members 
Entering Unmasked Estep 
Score: -9778576.000000 Penalty: 3663.437012
	Iteration 67Q: 3 clusters Score -9778576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 77139 members 
Entering Unmasked Estep 
Score: -9778579.000000 Penalty: 3663.437012
	Iteration 68Q: 3 clusters Score -9778579 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 77164 members 
Entering Unmasked Estep 
Score: -9778594.000000 Penalty: 3663.437012
	Iteration 69Q: 3 clusters Score -9778594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 77187 members 
Entering Unmasked Estep 
Score: -9778600.000000 Penalty: 3663.437012
	Iteration 70Q: 3 clusters Score -9778600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 77206 members 
Entering Unmasked Estep 
Score: -9778594.000000 Penalty: 3663.437012
	Iteration 71Q: 3 clusters Score -9778594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 77214 members 
Entering Unmasked Estep 
Score: -9778597.000000 Penalty: 3663.437012
	Iteration 72Q: 3 clusters Score -9778597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 77228 members 
Entering Unmasked Estep 
Score: -9778599.000000 Penalty: 3663.437012
	Iteration 73Q: 3 clusters Score -9778599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 77235 members 
Entering Unmasked Estep 
Score: -9778597.000000 Penalty: 3663.437012
	Iteration 74Q: 3 clusters Score -9778597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 77242 members 
Entering Unmasked Estep 
Score: -9778605.000000 Penalty: 3663.437012
	Iteration 75Q: 3 clusters Score -9778605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 77244 members 
Entering Unmasked Estep 
Score: -9778607.000000 Penalty: 3663.437012
	Iteration 76Q: 3 clusters Score -9778607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 77251 members 
Entering Unmasked Estep 
Score: -9778603.000000 Penalty: 3663.437012
	Iteration 77Q: 3 clusters Score -9778603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 77258 members 
Entering Unmasked Estep 
Score: -9778609.000000 Penalty: 3663.437012
	Iteration 78Q: 3 clusters Score -9778609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 77265 members 
Entering Unmasked Estep 
Score: -9778615.000000 Penalty: 3663.437012
	Iteration 79Q: 3 clusters Score -9778615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 77271 members 
Entering Unmasked Estep 
Score: -9778613.000000 Penalty: 3663.437012
	Iteration 80F: 3 clusters Score -9778613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 77281 members 
Entering Unmasked Estep 
Score: -9778618.000000 Penalty: 3663.437012
	Iteration 81Q: 3 clusters Score -9778618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 77286 members 
Entering Unmasked Estep 
Score: -9778622.000000 Penalty: 3663.437012
	Iteration 82Q: 3 clusters Score -9778622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 77290 members 
Entering Unmasked Estep 
Score: -9778629.000000 Penalty: 3663.437012
	Iteration 83Q: 3 clusters Score -9778629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 77292 members 
Entering Unmasked Estep 
Score: -9778628.000000 Penalty: 3663.437012
	Iteration 84Q: 3 clusters Score -9778628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 77295 members 
Entering Unmasked Estep 
Score: -9778627.000000 Penalty: 3663.437012
	Iteration 85Q: 3 clusters Score -9778627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 77296 members 
Entering Unmasked Estep 
Score: -9778627.000000 Penalty: 3663.437012
	Iteration 86Q: 3 clusters Score -9778627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 77296 members 
Entering Unmasked Estep 
Score: -9778627.000000 Penalty: 3663.437012
	Iteration 87F: 3 clusters Score -9778627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (102007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102007 members 
Entering Unmasked Estep 
Score: -12774708.000000 Penalty: 1874.079468
	Iteration 0F: 2 clusters Score -1.277471e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50714 members 
Mstep: Class 2 contains 51293 members 
Entering Unmasked Estep 
Score: -12709358.000000 Penalty: 3748.158936
	Iteration 0F: 3 clusters Score -1.270936e+07 nChanged 48711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 56116 members 
Entering Unmasked Estep 
Score: -12737903.000000 Penalty: 3748.158936
	Iteration 1F: 3 clusters Score -1.27379e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 59251 members 
Entering Unmasked Estep 
Score: -12739761.000000 Penalty: 3748.158936
	Iteration 2Q: 3 clusters Score -1.273976e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 63954 members 
Entering Unmasked Estep 
Score: -12742637.000000 Penalty: 3748.158936
	Iteration 3F: 3 clusters Score -1.274264e+07 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 70530 members 
Entering Unmasked Estep 
Score: -12747263.000000 Penalty: 3748.158936
	Iteration 4F: 3 clusters Score -1.274726e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 78665 members 
Entering Unmasked Estep 
Score: -12754178.000000 Penalty: 3748.158936
	Iteration 5F: 3 clusters Score -1.275418e+07 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 87073 members 
Entering Unmasked Estep 
Score: -12762240.000000 Penalty: 3748.158936
	Iteration 6F: 3 clusters Score -1.276224e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 93878 members 
Entering Unmasked Estep 
Score: -12768962.000000 Penalty: 3748.158936
	Iteration 7F: 3 clusters Score -1.276896e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 97998 members 
Entering Unmasked Estep 
Score: -12771833.000000 Penalty: 3748.158936
	Iteration 8Q: 3 clusters Score -1.277183e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 99965 members 
Entering Unmasked Estep 
Score: -12772799.000000 Penalty: 3748.158936
	Iteration 9Q: 3 clusters Score -1.27728e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 100782 members 
Entering Unmasked Estep 
Score: -12773118.000000 Penalty: 3748.158936
	Iteration 10Q: 3 clusters Score -1.277312e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 101116 members 
Entering Unmasked Estep 
Score: -12773227.000000 Penalty: 3748.158936
	Iteration 11Q: 3 clusters Score -1.277323e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 101282 members 
Entering Unmasked Estep 
Score: -12773303.000000 Penalty: 3748.158936
	Iteration 12Q: 3 clusters Score -1.27733e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 101378 members 
Entering Unmasked Estep 
Score: -12773322.000000 Penalty: 3748.158936
	Iteration 13Q: 3 clusters Score -1.277332e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 101430 members 
Entering Unmasked Estep 
Score: -12773362.000000 Penalty: 3748.158936
	Iteration 14Q: 3 clusters Score -1.277336e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 101466 members 
Entering Unmasked Estep 
Score: -12773353.000000 Penalty: 3748.158936
	Iteration 15Q: 3 clusters Score -1.277335e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 101493 members 
Entering Unmasked Estep 
Score: -12773374.000000 Penalty: 3748.158936
	Iteration 16Q: 3 clusters Score -1.277337e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 101504 members 
Entering Unmasked Estep 
Score: -12773377.000000 Penalty: 3748.158936
	Iteration 17Q: 3 clusters Score -1.277338e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 101519 members 
Entering Unmasked Estep 
Score: -12773388.000000 Penalty: 3748.158936
	Iteration 18Q: 3 clusters Score -1.277339e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 101528 members 
Entering Unmasked Estep 
Score: -12773401.000000 Penalty: 3748.158936
	Iteration 19Q: 3 clusters Score -1.27734e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 101539 members 
Entering Unmasked Estep 
Score: -12773401.000000 Penalty: 3748.158936
	Iteration 20F: 3 clusters Score -1.27734e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 101551 members 
Entering Unmasked Estep 
Score: -12773404.000000 Penalty: 3748.158936
	Iteration 21Q: 3 clusters Score -1.27734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 101558 members 
Entering Unmasked Estep 
Score: -12773412.000000 Penalty: 3748.158936
	Iteration 22Q: 3 clusters Score -1.277341e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 101563 members 
Entering Unmasked Estep 
Score: -12773404.000000 Penalty: 3748.158936
	Iteration 23Q: 3 clusters Score -1.27734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 101562 members 
Entering Unmasked Estep 
Score: -12773410.000000 Penalty: 3748.158936
	Iteration 24Q: 3 clusters Score -1.277341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 101566 members 
Entering Unmasked Estep 
Score: -12773419.000000 Penalty: 3748.158936
	Iteration 25Q: 3 clusters Score -1.277342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 101565 members 
Entering Unmasked Estep 
Score: -12773425.000000 Penalty: 3748.158936
	Iteration 26Q: 3 clusters Score -1.277342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 101562 members 
Entering Unmasked Estep 
Score: -12773422.000000 Penalty: 3748.158936
	Iteration 27Q: 3 clusters Score -1.277342e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 101562 members 
Entering Unmasked Estep 
Score: -12773422.000000 Penalty: 3748.158936
	Iteration 28F: 3 clusters Score -1.277342e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (72397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72397 members 
Entering Unmasked Estep 
Score: -9169976.000000 Penalty: 1818.362061
	Iteration 0F: 2 clusters Score -9169976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -9122084.000000 Penalty: 3636.724121
	Iteration 0F: 3 clusters Score -9122084 nChanged 34265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -9141606.000000 Penalty: 3636.724121
	Iteration 1F: 3 clusters Score -9141606 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -9142440.000000 Penalty: 3636.724121
	Iteration 2Q: 3 clusters Score -9142440 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -9143440.000000 Penalty: 3636.724121
	Iteration 3Q: 3 clusters Score -9143440 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -9144864.000000 Penalty: 3636.724121
	Iteration 4Q: 3 clusters Score -9144864 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -9146920.000000 Penalty: 3636.724121
	Iteration 5F: 3 clusters Score -9146920 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -9149831.000000 Penalty: 3636.724121
	Iteration 6F: 3 clusters Score -9149831 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52474 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -9153359.000000 Penalty: 3636.724121
	Iteration 7F: 3 clusters Score -9153359 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56628 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -9156793.000000 Penalty: 3636.724121
	Iteration 8F: 3 clusters Score -9156793 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60085 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -9159646.000000 Penalty: 3636.724121
	Iteration 9F: 3 clusters Score -9159646 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62812 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -9161795.000000 Penalty: 3636.724121
	Iteration 10Q: 3 clusters Score -9161795 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65025 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -9163459.000000 Penalty: 3636.724121
	Iteration 11Q: 3 clusters Score -9163459 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66849 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -9164865.000000 Penalty: 3636.724121
	Iteration 12Q: 3 clusters Score -9164865 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68266 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -9165955.000000 Penalty: 3636.724121
	Iteration 13Q: 3 clusters Score -9165955 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69391 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -9166924.000000 Penalty: 3636.724121
	Iteration 14Q: 3 clusters Score -9166924 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70126 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -9167585.000000 Penalty: 3636.724121
	Iteration 15Q: 3 clusters Score -9167585 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70604 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -9168069.000000 Penalty: 3636.724121
	Iteration 16Q: 3 clusters Score -9168069 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70911 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -9168398.000000 Penalty: 3636.724121
	Iteration 17Q: 3 clusters Score -9168398 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71095 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -9168598.000000 Penalty: 3636.724121
	Iteration 18Q: 3 clusters Score -9168598 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71183 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -9168716.000000 Penalty: 3636.724121
	Iteration 19Q: 3 clusters Score -9168716 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71248 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -9168778.000000 Penalty: 3636.724121
	Iteration 20F: 3 clusters Score -9168778 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71289 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -9168820.000000 Penalty: 3636.724121
	Iteration 21Q: 3 clusters Score -9168820 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71328 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -9168863.000000 Penalty: 3636.724121
	Iteration 22Q: 3 clusters Score -9168863 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71357 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -9168885.000000 Penalty: 3636.724121
	Iteration 23Q: 3 clusters Score -9168885 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71377 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -9168900.000000 Penalty: 3636.724121
	Iteration 24Q: 3 clusters Score -9168900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71387 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -9168914.000000 Penalty: 3636.724121
	Iteration 25Q: 3 clusters Score -9168914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71394 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -9168926.000000 Penalty: 3636.724121
	Iteration 26Q: 3 clusters Score -9168926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71402 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -9168935.000000 Penalty: 3636.724121
	Iteration 27Q: 3 clusters Score -9168935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71412 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -9168939.000000 Penalty: 3636.724121
	Iteration 28Q: 3 clusters Score -9168939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71421 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -9168945.000000 Penalty: 3636.724121
	Iteration 29Q: 3 clusters Score -9168945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71425 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -9168942.000000 Penalty: 3636.724121
	Iteration 30Q: 3 clusters Score -9168942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71431 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -9168949.000000 Penalty: 3636.724121
	Iteration 31Q: 3 clusters Score -9168949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71439 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -9168943.000000 Penalty: 3636.724121
	Iteration 32Q: 3 clusters Score -9168943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71442 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -9168939.000000 Penalty: 3636.724121
	Iteration 33Q: 3 clusters Score -9168939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71447 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -9168937.000000 Penalty: 3636.724121
	Iteration 34Q: 3 clusters Score -9168937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71449 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -9168934.000000 Penalty: 3636.724121
	Iteration 35Q: 3 clusters Score -9168934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71449 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -9168933.000000 Penalty: 3636.724121
	Iteration 36Q: 3 clusters Score -9168933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71452 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -9168932.000000 Penalty: 3636.724121
	Iteration 37Q: 3 clusters Score -9168932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71455 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -9168941.000000 Penalty: 3636.724121
	Iteration 38Q: 3 clusters Score -9168941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71458 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -9168933.000000 Penalty: 3636.724121
	Iteration 39Q: 3 clusters Score -9168933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71459 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -9168934.000000 Penalty: 3636.724121
	Iteration 40F: 3 clusters Score -9168934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71458 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -9168933.000000 Penalty: 3636.724121
	Iteration 41Q: 3 clusters Score -9168933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71458 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -9168935.000000 Penalty: 3636.724121
	Iteration 42Q: 3 clusters Score -9168935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71458 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -9168935.000000 Penalty: 3636.724121
	Iteration 43F: 3 clusters Score -9168935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -45914.253906 Penalty: 1001.880371
	Iteration 0F: 2 clusters Score -45914.25 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 234 members 
Entering Unmasked Estep 
Score: -44935.695312 Penalty: 2003.760742
	Iteration 0F: 3 clusters Score -44935.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45274.339844 Penalty: 2003.760742
	Iteration 1F: 3 clusters Score -45274.34 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -45448.660156 Penalty: 2003.760742
	Iteration 2F: 3 clusters Score -45448.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45628.933594 Penalty: 2003.760742
	Iteration 3F: 3 clusters Score -45628.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -45728.031250 Penalty: 2003.760742
	Iteration 4F: 3 clusters Score -45728.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45756.015625 Penalty: 2003.760742
	Iteration 5Q: 3 clusters Score -45756.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45763.468750 Penalty: 2003.760742
	Iteration 6Q: 3 clusters Score -45763.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45765.800781 Penalty: 2003.760742
	Iteration 7Q: 3 clusters Score -45765.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45765.800781 Penalty: 2003.760742
	Iteration 8F: 3 clusters Score -45765.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -17976.482422 Penalty: 927.944336
	Iteration 0F: 2 clusters Score -17976.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -17292.021484 Penalty: 1855.888672
	Iteration 0F: 3 clusters Score -17292.02 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17660.138672 Penalty: 1855.888672
	Iteration 1F: 3 clusters Score -17660.14 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17811.318359 Penalty: 1855.888672
	Iteration 2F: 3 clusters Score -17811.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17967.697266 Penalty: 1855.888672
	Iteration 3F: 3 clusters Score -17967.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18086.150391 Penalty: 1855.888672
	Iteration 4F: 3 clusters Score -18086.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18133.240234 Penalty: 1855.888672
	Iteration 5Q: 3 clusters Score -18133.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18157.371094 Penalty: 1855.888672
	Iteration 6Q: 3 clusters Score -18157.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18157.371094 Penalty: 1855.888672
	Iteration 7F: 3 clusters Score -18157.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 20380 members 
Mstep: Class 4 contains 13943 members 
Mstep: Class 5 contains 10042 members 
Mstep: Class 6 contains 6902 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 4570 members 
Mstep: Class 9 contains 4663 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 11 contains 13879 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 44569 members 
Mstep: Class 14 contains 46375 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 7272 members 
Mstep: Class 17 contains 108574 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 9620 members 
Mstep: Class 20 contains 39598 members 
Mstep: Class 21 contains 6772 members 
Mstep: Class 22 contains 640 members 
Mstep: Class 23 contains 78599 members 
Mstep: Class 24 contains 102007 members 
Mstep: Class 25 contains 72397 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 106 members 
Mstep: Class 28 contains 107369 members 
Mstep: Class 29 contains 4959 members 
Mstep: Class 30 contains 78370 members 
Mstep: Class 31 contains 97150 members 
Mstep: Class 32 contains 3132 members 
Mstep: Class 33 contains 1259 members 
Mstep: Class 34 contains 1103 members 
Mstep: Class 35 contains 9542 members 
Mstep: Class 36 contains 1179 members 
Mstep: Class 37 contains 301 members 
Mstep: Class 38 contains 2143 members 
Mstep: Class 39 contains 474 members 
Mstep: Class 40 contains 196 members 
Entering Unmasked Estep 
Score: -111762760.000000 Penalty: 89247.812500
Splitting cluster 27 changes total score from -111763856.000000 to -111762760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (107369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107369 members 
Entering Unmasked Estep 
Score: -13427444.000000 Penalty: 1882.404297
	Iteration 0F: 2 clusters Score -1.342744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53737 members 
Mstep: Class 2 contains 53632 members 
Entering Unmasked Estep 
Score: -13359002.000000 Penalty: 3764.808594
	Iteration 0F: 3 clusters Score -1.3359e+07 nChanged 51390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54223 members 
Mstep: Class 2 contains 53146 members 
Entering Unmasked Estep 
Score: -13389210.000000 Penalty: 3764.808594
	Iteration 1F: 3 clusters Score -1.338921e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54357 members 
Mstep: Class 2 contains 53012 members 
Entering Unmasked Estep 
Score: -13390305.000000 Penalty: 3764.808594
	Iteration 2Q: 3 clusters Score -1.33903e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54658 members 
Mstep: Class 2 contains 52711 members 
Entering Unmasked Estep 
Score: -13392062.000000 Penalty: 3764.808594
	Iteration 3Q: 3 clusters Score -1.339206e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55393 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -13394795.000000 Penalty: 3764.808594
	Iteration 4F: 3 clusters Score -1.33948e+07 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56857 members 
Mstep: Class 2 contains 50512 members 
Entering Unmasked Estep 
Score: -13399109.000000 Penalty: 3764.808594
	Iteration 5F: 3 clusters Score -1.339911e+07 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59121 members 
Mstep: Class 2 contains 48248 members 
Entering Unmasked Estep 
Score: -13405228.000000 Penalty: 3764.808594
	Iteration 6F: 3 clusters Score -1.340523e+07 nChanged 9548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61417 members 
Mstep: Class 2 contains 45952 members 
Entering Unmasked Estep 
Score: -13413012.000000 Penalty: 3764.808594
	Iteration 7F: 3 clusters Score -1.341301e+07 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62240 members 
Mstep: Class 2 contains 45129 members 
Entering Unmasked Estep 
Score: -13418058.000000 Penalty: 3764.808594
	Iteration 8F: 3 clusters Score -1.341806e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61666 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -13419379.000000 Penalty: 3764.808594
	Iteration 9Q: 3 clusters Score -1.341938e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60626 members 
Mstep: Class 2 contains 46743 members 
Entering Unmasked Estep 
Score: -13419617.000000 Penalty: 3764.808594
	Iteration 10Q: 3 clusters Score -1.341962e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59493 members 
Mstep: Class 2 contains 47876 members 
Entering Unmasked Estep 
Score: -13419910.000000 Penalty: 3764.808594
	Iteration 11Q: 3 clusters Score -1.341991e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58291 members 
Mstep: Class 2 contains 49078 members 
Entering Unmasked Estep 
Score: -13420021.000000 Penalty: 3764.808594
	Iteration 12Q: 3 clusters Score -1.342002e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57034 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -13420084.000000 Penalty: 3764.808594
	Iteration 13Q: 3 clusters Score -1.342008e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55676 members 
Mstep: Class 2 contains 51693 members 
Entering Unmasked Estep 
Score: -13420063.000000 Penalty: 3764.808594
	Iteration 14Q: 3 clusters Score -1.342006e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54252 members 
Mstep: Class 2 contains 53117 members 
Entering Unmasked Estep 
Score: -13420162.000000 Penalty: 3764.808594
	Iteration 15Q: 3 clusters Score -1.342016e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52840 members 
Mstep: Class 2 contains 54529 members 
Entering Unmasked Estep 
Score: -13420232.000000 Penalty: 3764.808594
	Iteration 16Q: 3 clusters Score -1.342023e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51534 members 
Mstep: Class 2 contains 55835 members 
Entering Unmasked Estep 
Score: -13420330.000000 Penalty: 3764.808594
	Iteration 17Q: 3 clusters Score -1.342033e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50364 members 
Mstep: Class 2 contains 57005 members 
Entering Unmasked Estep 
Score: -13420370.000000 Penalty: 3764.808594
	Iteration 18Q: 3 clusters Score -1.342037e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49289 members 
Mstep: Class 2 contains 58080 members 
Entering Unmasked Estep 
Score: -13420501.000000 Penalty: 3764.808594
	Iteration 19Q: 3 clusters Score -1.34205e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48365 members 
Mstep: Class 2 contains 59004 members 
Entering Unmasked Estep 
Score: -13420547.000000 Penalty: 3764.808594
	Iteration 20F: 3 clusters Score -1.342055e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47573 members 
Mstep: Class 2 contains 59796 members 
Entering Unmasked Estep 
Score: -13420557.000000 Penalty: 3764.808594
	Iteration 21Q: 3 clusters Score -1.342056e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 60431 members 
Entering Unmasked Estep 
Score: -13420607.000000 Penalty: 3764.808594
	Iteration 22Q: 3 clusters Score -1.342061e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 60965 members 
Entering Unmasked Estep 
Score: -13420636.000000 Penalty: 3764.808594
	Iteration 23Q: 3 clusters Score -1.342064e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45966 members 
Mstep: Class 2 contains 61403 members 
Entering Unmasked Estep 
Score: -13420635.000000 Penalty: 3764.808594
	Iteration 24Q: 3 clusters Score -1.342064e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 61754 members 
Entering Unmasked Estep 
Score: -13420650.000000 Penalty: 3764.808594
	Iteration 25Q: 3 clusters Score -1.342065e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 62076 members 
Entering Unmasked Estep 
Score: -13420681.000000 Penalty: 3764.808594
	Iteration 26Q: 3 clusters Score -1.342068e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45030 members 
Mstep: Class 2 contains 62339 members 
Entering Unmasked Estep 
Score: -13420667.000000 Penalty: 3764.808594
	Iteration 27Q: 3 clusters Score -1.342067e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 62550 members 
Entering Unmasked Estep 
Score: -13420668.000000 Penalty: 3764.808594
	Iteration 28Q: 3 clusters Score -1.342067e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 62733 members 
Entering Unmasked Estep 
Score: -13420650.000000 Penalty: 3764.808594
	Iteration 29Q: 3 clusters Score -1.342065e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 62921 members 
Entering Unmasked Estep 
Score: -13420617.000000 Penalty: 3764.808594
	Iteration 30Q: 3 clusters Score -1.342062e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 63112 members 
Entering Unmasked Estep 
Score: -13420554.000000 Penalty: 3764.808594
	Iteration 31Q: 3 clusters Score -1.342055e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 63286 members 
Entering Unmasked Estep 
Score: -13420542.000000 Penalty: 3764.808594
	Iteration 32Q: 3 clusters Score -1.342054e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 63455 members 
Entering Unmasked Estep 
Score: -13420523.000000 Penalty: 3764.808594
	Iteration 33Q: 3 clusters Score -1.342052e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 63642 members 
Entering Unmasked Estep 
Score: -13420509.000000 Penalty: 3764.808594
	Iteration 34Q: 3 clusters Score -1.342051e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 63864 members 
Entering Unmasked Estep 
Score: -13420485.000000 Penalty: 3764.808594
	Iteration 35Q: 3 clusters Score -1.342048e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 64069 members 
Entering Unmasked Estep 
Score: -13420495.000000 Penalty: 3764.808594
	Iteration 36Q: 3 clusters Score -1.34205e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43080 members 
Mstep: Class 2 contains 64289 members 
Entering Unmasked Estep 
Score: -13420475.000000 Penalty: 3764.808594
	Iteration 37Q: 3 clusters Score -1.342048e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 64504 members 
Entering Unmasked Estep 
Score: -13420429.000000 Penalty: 3764.808594
	Iteration 38Q: 3 clusters Score -1.342043e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 64746 members 
Entering Unmasked Estep 
Score: -13420407.000000 Penalty: 3764.808594
	Iteration 39Q: 3 clusters Score -1.342041e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42377 members 
Mstep: Class 2 contains 64992 members 
Entering Unmasked Estep 
Score: -13420364.000000 Penalty: 3764.808594
	Iteration 40F: 3 clusters Score -1.342036e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 65289 members 
Entering Unmasked Estep 
Score: -13420307.000000 Penalty: 3764.808594
	Iteration 41Q: 3 clusters Score -1.342031e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 65615 members 
Entering Unmasked Estep 
Score: -13420285.000000 Penalty: 3764.808594
	Iteration 42Q: 3 clusters Score -1.342028e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 65963 members 
Entering Unmasked Estep 
Score: -13420246.000000 Penalty: 3764.808594
	Iteration 43Q: 3 clusters Score -1.342025e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 66367 members 
Entering Unmasked Estep 
Score: -13420215.000000 Penalty: 3764.808594
	Iteration 44Q: 3 clusters Score -1.342022e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 66794 members 
Entering Unmasked Estep 
Score: -13420129.000000 Penalty: 3764.808594
	Iteration 45Q: 3 clusters Score -1.342013e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 67315 members 
Entering Unmasked Estep 
Score: -13420121.000000 Penalty: 3764.808594
	Iteration 46Q: 3 clusters Score -1.342012e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 67947 members 
Entering Unmasked Estep 
Score: -13420049.000000 Penalty: 3764.808594
	Iteration 47Q: 3 clusters Score -1.342005e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 68683 members 
Entering Unmasked Estep 
Score: -13419955.000000 Penalty: 3764.808594
	Iteration 48Q: 3 clusters Score -1.341996e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 69535 members 
Entering Unmasked Estep 
Score: -13419820.000000 Penalty: 3764.808594
	Iteration 49Q: 3 clusters Score -1.341982e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 70487 members 
Entering Unmasked Estep 
Score: -13419775.000000 Penalty: 3764.808594
	Iteration 50Q: 3 clusters Score -1.341978e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 71594 members 
Entering Unmasked Estep 
Score: -13419765.000000 Penalty: 3764.808594
	Iteration 51Q: 3 clusters Score -1.341976e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 72843 members 
Entering Unmasked Estep 
Score: -13419747.000000 Penalty: 3764.808594
	Iteration 52Q: 3 clusters Score -1.341975e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 74212 members 
Entering Unmasked Estep 
Score: -13419742.000000 Penalty: 3764.808594
	Iteration 53Q: 3 clusters Score -1.341974e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 75791 members 
Entering Unmasked Estep 
Score: -13419670.000000 Penalty: 3764.808594
	Iteration 54Q: 3 clusters Score -1.341967e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 77533 members 
Entering Unmasked Estep 
Score: -13419784.000000 Penalty: 3764.808594
	Iteration 55Q: 3 clusters Score -1.341978e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 79526 members 
Entering Unmasked Estep 
Score: -13419942.000000 Penalty: 3764.808594
	Iteration 56Q: 3 clusters Score -1.341994e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 81682 members 
Entering Unmasked Estep 
Score: -13420266.000000 Penalty: 3764.808594
	Iteration 57Q: 3 clusters Score -1.342027e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 84150 members 
Entering Unmasked Estep 
Score: -13420646.000000 Penalty: 3764.808594
	Iteration 58Q: 3 clusters Score -1.342065e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 86777 members 
Entering Unmasked Estep 
Score: -13421254.000000 Penalty: 3764.808594
	Iteration 59Q: 3 clusters Score -1.342125e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 89612 members 
Entering Unmasked Estep 
Score: -13421959.000000 Penalty: 3764.808594
	Iteration 60F: 3 clusters Score -1.342196e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 92526 members 
Entering Unmasked Estep 
Score: -13423668.000000 Penalty: 3764.808594
	Iteration 61Q: 3 clusters Score -1.342367e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 94806 members 
Entering Unmasked Estep 
Score: -13424777.000000 Penalty: 3764.808594
	Iteration 62Q: 3 clusters Score -1.342478e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 96623 members 
Entering Unmasked Estep 
Score: -13425429.000000 Penalty: 3764.808594
	Iteration 63Q: 3 clusters Score -1.342543e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 98139 members 
Entering Unmasked Estep 
Score: -13425911.000000 Penalty: 3764.808594
	Iteration 64Q: 3 clusters Score -1.342591e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 99414 members 
Entering Unmasked Estep 
Score: -13426192.000000 Penalty: 3764.808594
	Iteration 65Q: 3 clusters Score -1.342619e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 100483 members 
Entering Unmasked Estep 
Score: -13426335.000000 Penalty: 3764.808594
	Iteration 66Q: 3 clusters Score -1.342634e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 101350 members 
Entering Unmasked Estep 
Score: -13426490.000000 Penalty: 3764.808594
	Iteration 67Q: 3 clusters Score -1.342649e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 102061 members 
Entering Unmasked Estep 
Score: -13426525.000000 Penalty: 3764.808594
	Iteration 68Q: 3 clusters Score -1.342652e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 102642 members 
Entering Unmasked Estep 
Score: -13426557.000000 Penalty: 3764.808594
	Iteration 69Q: 3 clusters Score -1.342656e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 103110 members 
Entering Unmasked Estep 
Score: -13426579.000000 Penalty: 3764.808594
	Iteration 70Q: 3 clusters Score -1.342658e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 103460 members 
Entering Unmasked Estep 
Score: -13426581.000000 Penalty: 3764.808594
	Iteration 71Q: 3 clusters Score -1.342658e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 103778 members 
Entering Unmasked Estep 
Score: -13426546.000000 Penalty: 3764.808594
	Iteration 72Q: 3 clusters Score -1.342655e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 104041 members 
Entering Unmasked Estep 
Score: -13426531.000000 Penalty: 3764.808594
	Iteration 73Q: 3 clusters Score -1.342653e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 104248 members 
Entering Unmasked Estep 
Score: -13426454.000000 Penalty: 3764.808594
	Iteration 74Q: 3 clusters Score -1.342645e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 104435 members 
Entering Unmasked Estep 
Score: -13426475.000000 Penalty: 3764.808594
	Iteration 75Q: 3 clusters Score -1.342648e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 104601 members 
Entering Unmasked Estep 
Score: -13426491.000000 Penalty: 3764.808594
	Iteration 76Q: 3 clusters Score -1.342649e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 104751 members 
Entering Unmasked Estep 
Score: -13426492.000000 Penalty: 3764.808594
	Iteration 77Q: 3 clusters Score -1.342649e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 104876 members 
Entering Unmasked Estep 
Score: -13426479.000000 Penalty: 3764.808594
	Iteration 78Q: 3 clusters Score -1.342648e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 104989 members 
Entering Unmasked Estep 
Score: -13426459.000000 Penalty: 3764.808594
	Iteration 79Q: 3 clusters Score -1.342646e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 105089 members 
Entering Unmasked Estep 
Score: -13426424.000000 Penalty: 3764.808594
	Iteration 80F: 3 clusters Score -1.342642e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 105171 members 
Entering Unmasked Estep 
Score: -13426430.000000 Penalty: 3764.808594
	Iteration 81Q: 3 clusters Score -1.342643e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 105250 members 
Entering Unmasked Estep 
Score: -13426441.000000 Penalty: 3764.808594
	Iteration 82Q: 3 clusters Score -1.342644e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 105316 members 
Entering Unmasked Estep 
Score: -13426406.000000 Penalty: 3764.808594
	Iteration 83Q: 3 clusters Score -1.342641e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 105375 members 
Entering Unmasked Estep 
Score: -13426386.000000 Penalty: 3764.808594
	Iteration 84Q: 3 clusters Score -1.342639e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 105430 members 
Entering Unmasked Estep 
Score: -13426382.000000 Penalty: 3764.808594
	Iteration 85Q: 3 clusters Score -1.342638e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 105471 members 
Entering Unmasked Estep 
Score: -13426393.000000 Penalty: 3764.808594
	Iteration 86Q: 3 clusters Score -1.342639e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 105504 members 
Entering Unmasked Estep 
Score: -13426405.000000 Penalty: 3764.808594
	Iteration 87Q: 3 clusters Score -1.34264e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 105544 members 
Entering Unmasked Estep 
Score: -13426378.000000 Penalty: 3764.808594
	Iteration 88Q: 3 clusters Score -1.342638e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 105561 members 
Entering Unmasked Estep 
Score: -13426364.000000 Penalty: 3764.808594
	Iteration 89Q: 3 clusters Score -1.342636e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 105582 members 
Entering Unmasked Estep 
Score: -13426348.000000 Penalty: 3764.808594
	Iteration 90Q: 3 clusters Score -1.342635e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 105596 members 
Entering Unmasked Estep 
Score: -13426351.000000 Penalty: 3764.808594
	Iteration 91Q: 3 clusters Score -1.342635e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 105611 members 
Entering Unmasked Estep 
Score: -13426382.000000 Penalty: 3764.808594
	Iteration 92Q: 3 clusters Score -1.342638e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 105629 members 
Entering Unmasked Estep 
Score: -13426382.000000 Penalty: 3764.808594
	Iteration 93Q: 3 clusters Score -1.342638e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 105641 members 
Entering Unmasked Estep 
Score: -13426380.000000 Penalty: 3764.808594
	Iteration 94Q: 3 clusters Score -1.342638e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 105657 members 
Entering Unmasked Estep 
Score: -13426381.000000 Penalty: 3764.808594
	Iteration 95Q: 3 clusters Score -1.342638e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 105665 members 
Entering Unmasked Estep 
Score: -13426358.000000 Penalty: 3764.808594
	Iteration 96Q: 3 clusters Score -1.342636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 105670 members 
Entering Unmasked Estep 
Score: -13426352.000000 Penalty: 3764.808594
	Iteration 97Q: 3 clusters Score -1.342635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 105674 members 
Entering Unmasked Estep 
Score: -13426357.000000 Penalty: 3764.808594
	Iteration 98Q: 3 clusters Score -1.342636e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 105686 members 
Entering Unmasked Estep 
Score: -13426365.000000 Penalty: 3764.808594
	Iteration 99Q: 3 clusters Score -1.342636e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 105695 members 
Entering Unmasked Estep 
Score: -13426362.000000 Penalty: 3764.808594
	Iteration 100F: 3 clusters Score -1.342636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 105698 members 
Entering Unmasked Estep 
Score: -13426361.000000 Penalty: 3764.808594
	Iteration 101Q: 3 clusters Score -1.342636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 105704 members 
Entering Unmasked Estep 
Score: -13426364.000000 Penalty: 3764.808594
	Iteration 102Q: 3 clusters Score -1.342636e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 105711 members 
Entering Unmasked Estep 
Score: -13426368.000000 Penalty: 3764.808594
	Iteration 103Q: 3 clusters Score -1.342637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 105717 members 
Entering Unmasked Estep 
Score: -13426360.000000 Penalty: 3764.808594
	Iteration 104Q: 3 clusters Score -1.342636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 105720 members 
Entering Unmasked Estep 
Score: -13426357.000000 Penalty: 3764.808594
	Iteration 105Q: 3 clusters Score -1.342636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 105723 members 
Entering Unmasked Estep 
Score: -13426359.000000 Penalty: 3764.808594
	Iteration 106Q: 3 clusters Score -1.342636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 105723 members 
Entering Unmasked Estep 
Score: -13426362.000000 Penalty: 3764.808594
	Iteration 107Q: 3 clusters Score -1.342636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 105721 members 
Entering Unmasked Estep 
Score: -13426366.000000 Penalty: 3764.808594
	Iteration 108Q: 3 clusters Score -1.342637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 105720 members 
Entering Unmasked Estep 
Score: -13426365.000000 Penalty: 3764.808594
	Iteration 109Q: 3 clusters Score -1.342636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 105722 members 
Entering Unmasked Estep 
Score: -13426363.000000 Penalty: 3764.808594
	Iteration 110Q: 3 clusters Score -1.342636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 105724 members 
Entering Unmasked Estep 
Score: -13426358.000000 Penalty: 3764.808594
	Iteration 111Q: 3 clusters Score -1.342636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 105729 members 
Entering Unmasked Estep 
Score: -13426362.000000 Penalty: 3764.808594
	Iteration 112Q: 3 clusters Score -1.342636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 105736 members 
Entering Unmasked Estep 
Score: -13426355.000000 Penalty: 3764.808594
	Iteration 113Q: 3 clusters Score -1.342636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 105739 members 
Entering Unmasked Estep 
Score: -13426368.000000 Penalty: 3764.808594
	Iteration 114Q: 3 clusters Score -1.342637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 105747 members 
Entering Unmasked Estep 
Score: -13426369.000000 Penalty: 3764.808594
	Iteration 115Q: 3 clusters Score -1.342637e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 105759 members 
Entering Unmasked Estep 
Score: -13426368.000000 Penalty: 3764.808594
	Iteration 116Q: 3 clusters Score -1.342637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 105766 members 
Entering Unmasked Estep 
Score: -13426381.000000 Penalty: 3764.808594
	Iteration 117Q: 3 clusters Score -1.342638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 105773 members 
Entering Unmasked Estep 
Score: -13426374.000000 Penalty: 3764.808594
	Iteration 118Q: 3 clusters Score -1.342637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 105777 members 
Entering Unmasked Estep 
Score: -13426371.000000 Penalty: 3764.808594
	Iteration 119Q: 3 clusters Score -1.342637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 105783 members 
Entering Unmasked Estep 
Score: -13426373.000000 Penalty: 3764.808594
	Iteration 120F: 3 clusters Score -1.342637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 105790 members 
Entering Unmasked Estep 
Score: -13426364.000000 Penalty: 3764.808594
	Iteration 121Q: 3 clusters Score -1.342636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 105796 members 
Entering Unmasked Estep 
Score: -13426374.000000 Penalty: 3764.808594
	Iteration 122Q: 3 clusters Score -1.342637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 105802 members 
Entering Unmasked Estep 
Score: -13426372.000000 Penalty: 3764.808594
	Iteration 123Q: 3 clusters Score -1.342637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 105809 members 
Entering Unmasked Estep 
Score: -13426371.000000 Penalty: 3764.808594
	Iteration 124Q: 3 clusters Score -1.342637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 105816 members 
Entering Unmasked Estep 
Score: -13426366.000000 Penalty: 3764.808594
	Iteration 125Q: 3 clusters Score -1.342637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 105815 members 
Entering Unmasked Estep 
Score: -13426368.000000 Penalty: 3764.808594
	Iteration 126Q: 3 clusters Score -1.342637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 105814 members 
Entering Unmasked Estep 
Score: -13426378.000000 Penalty: 3764.808594
	Iteration 127Q: 3 clusters Score -1.342638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 105819 members 
Entering Unmasked Estep 
Score: -13426378.000000 Penalty: 3764.808594
	Iteration 128Q: 3 clusters Score -1.342638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 105817 members 
Entering Unmasked Estep 
Score: -13426381.000000 Penalty: 3764.808594
	Iteration 129Q: 3 clusters Score -1.342638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 105816 members 
Entering Unmasked Estep 
Score: -13426375.000000 Penalty: 3764.808594
	Iteration 130Q: 3 clusters Score -1.342638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 105818 members 
Entering Unmasked Estep 
Score: -13426376.000000 Penalty: 3764.808594
	Iteration 131Q: 3 clusters Score -1.342638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 105821 members 
Entering Unmasked Estep 
Score: -13426377.000000 Penalty: 3764.808594
	Iteration 132Q: 3 clusters Score -1.342638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 105824 members 
Entering Unmasked Estep 
Score: -13426378.000000 Penalty: 3764.808594
	Iteration 133Q: 3 clusters Score -1.342638e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 105824 members 
Entering Unmasked Estep 
Score: -13426378.000000 Penalty: 3764.808594
	Iteration 134F: 3 clusters Score -1.342638e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Entering Unmasked Estep 
Score: -616050.812500 Penalty: 1382.705933
	Iteration 0F: 2 clusters Score -616050.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -612024.187500 Penalty: 2765.411865
	Iteration 0F: 3 clusters Score -612024.2 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -613115.062500 Penalty: 2765.411865
	Iteration 1F: 3 clusters Score -613115.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -613317.875000 Penalty: 2765.411865
	Iteration 2F: 3 clusters Score -613317.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -613478.312500 Penalty: 2765.411865
	Iteration 3F: 3 clusters Score -613478.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -613605.375000 Penalty: 2765.411865
	Iteration 4Q: 3 clusters Score -613605.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -613726.312500 Penalty: 2765.411865
	Iteration 5Q: 3 clusters Score -613726.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -613825.312500 Penalty: 2765.411865
	Iteration 6Q: 3 clusters Score -613825.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -613948.125000 Penalty: 2765.411865
	Iteration 7Q: 3 clusters Score -613948.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -614062.625000 Penalty: 2765.411865
	Iteration 8Q: 3 clusters Score -614062.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -614168.375000 Penalty: 2765.411865
	Iteration 9Q: 3 clusters Score -614168.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -614265.250000 Penalty: 2765.411865
	Iteration 10Q: 3 clusters Score -614265.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -614353.250000 Penalty: 2765.411865
	Iteration 11Q: 3 clusters Score -614353.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -614418.750000 Penalty: 2765.411865
	Iteration 12Q: 3 clusters Score -614418.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -614481.375000 Penalty: 2765.411865
	Iteration 13Q: 3 clusters Score -614481.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -614552.375000 Penalty: 2765.411865
	Iteration 14Q: 3 clusters Score -614552.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -614616.500000 Penalty: 2765.411865
	Iteration 15Q: 3 clusters Score -614616.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -614665.812500 Penalty: 2765.411865
	Iteration 16Q: 3 clusters Score -614665.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -614689.125000 Penalty: 2765.411865
	Iteration 17Q: 3 clusters Score -614689.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -614705.062500 Penalty: 2765.411865
	Iteration 18Q: 3 clusters Score -614705.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -614721.687500 Penalty: 2765.411865
	Iteration 19Q: 3 clusters Score -614721.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -614735.375000 Penalty: 2765.411865
	Iteration 20F: 3 clusters Score -614735.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -614750.187500 Penalty: 2765.411865
	Iteration 21Q: 3 clusters Score -614750.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -614764.125000 Penalty: 2765.411865
	Iteration 22Q: 3 clusters Score -614764.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -614776.312500 Penalty: 2765.411865
	Iteration 23Q: 3 clusters Score -614776.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -614782.937500 Penalty: 2765.411865
	Iteration 24Q: 3 clusters Score -614782.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -614786.000000 Penalty: 2765.411865
	Iteration 25Q: 3 clusters Score -614786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -614790.000000 Penalty: 2765.411865
	Iteration 26Q: 3 clusters Score -614790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -614792.062500 Penalty: 2765.411865
	Iteration 27Q: 3 clusters Score -614792.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -614794.250000 Penalty: 2765.411865
	Iteration 28Q: 3 clusters Score -614794.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -614795.875000 Penalty: 2765.411865
	Iteration 29Q: 3 clusters Score -614795.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -614797.437500 Penalty: 2765.411865
	Iteration 30Q: 3 clusters Score -614797.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -614799.437500 Penalty: 2765.411865
	Iteration 31Q: 3 clusters Score -614799.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -614800.000000 Penalty: 2765.411865
	Iteration 32Q: 3 clusters Score -614800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -614801.812500 Penalty: 2765.411865
	Iteration 33Q: 3 clusters Score -614801.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -614804.250000 Penalty: 2765.411865
	Iteration 34Q: 3 clusters Score -614804.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -614805.250000 Penalty: 2765.411865
	Iteration 35Q: 3 clusters Score -614805.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -614807.000000 Penalty: 2765.411865
	Iteration 36Q: 3 clusters Score -614807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -614809.000000 Penalty: 2765.411865
	Iteration 37Q: 3 clusters Score -614809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -614811.062500 Penalty: 2765.411865
	Iteration 38Q: 3 clusters Score -614811.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -614814.000000 Penalty: 2765.411865
	Iteration 39Q: 3 clusters Score -614814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -614814.000000 Penalty: 2765.411865
	Iteration 40F: 3 clusters Score -614814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (78370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78370 members 
Entering Unmasked Estep 
Score: -9534336.000000 Penalty: 1831.244385
	Iteration 0F: 2 clusters Score -9534336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -9482077.000000 Penalty: 3662.488770
	Iteration 0F: 3 clusters Score -9482077 nChanged 37022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38948 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -9503752.000000 Penalty: 3662.488770
	Iteration 1F: 3 clusters Score -9503752 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -9504704.000000 Penalty: 3662.488770
	Iteration 2Q: 3 clusters Score -9504704 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -9505628.000000 Penalty: 3662.488770
	Iteration 3Q: 3 clusters Score -9505628 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -9506498.000000 Penalty: 3662.488770
	Iteration 4Q: 3 clusters Score -9506498 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -9507332.000000 Penalty: 3662.488770
	Iteration 5Q: 3 clusters Score -9507332 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -9508275.000000 Penalty: 3662.488770
	Iteration 6Q: 3 clusters Score -9508275 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -9509308.000000 Penalty: 3662.488770
	Iteration 7Q: 3 clusters Score -9509308 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -9510552.000000 Penalty: 3662.488770
	Iteration 8Q: 3 clusters Score -9510552 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -9512077.000000 Penalty: 3662.488770
	Iteration 9Q: 3 clusters Score -9512077 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -9514137.000000 Penalty: 3662.488770
	Iteration 10Q: 3 clusters Score -9514137 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -9516522.000000 Penalty: 3662.488770
	Iteration 11Q: 3 clusters Score -9516522 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -9518466.000000 Penalty: 3662.488770
	Iteration 12Q: 3 clusters Score -9518466 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -9519468.000000 Penalty: 3662.488770
	Iteration 13Q: 3 clusters Score -9519468 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -9519888.000000 Penalty: 3662.488770
	Iteration 14Q: 3 clusters Score -9519888 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -9520059.000000 Penalty: 3662.488770
	Iteration 15Q: 3 clusters Score -9520059 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -9520122.000000 Penalty: 3662.488770
	Iteration 16Q: 3 clusters Score -9520122 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39026 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -9520165.000000 Penalty: 3662.488770
	Iteration 17Q: 3 clusters Score -9520165 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -9520192.000000 Penalty: 3662.488770
	Iteration 18Q: 3 clusters Score -9520192 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -9520215.000000 Penalty: 3662.488770
	Iteration 19Q: 3 clusters Score -9520215 nChanged 376
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -9520222.000000 Penalty: 3662.488770
	Iteration 20F: 3 clusters Score -9520222 nChanged 379
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9520272 nChanged 420
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9520378 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9520468 nChanged 466
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9520546 nChanged 465
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9520613 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9520622 nChanged 443
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9520664 nChanged 411
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9520715 nChanged 357
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9520767 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9520750 nChanged 333
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9520757 nChanged 339
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9520788 nChanged 339
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9520822 nChanged 324
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9520861 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -9520897.000000 Penalty: 3662.488770
	Iteration 35Q: 3 clusters Score -9520897 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9520964 nChanged 363
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -9520971.000000 Penalty: 3662.488770
	Iteration 37Q: 3 clusters Score -9520971 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -9521024.000000 Penalty: 3662.488770
	Iteration 38Q: 3 clusters Score -9521024 nChanged 380
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -9521016.000000 Penalty: 3662.488770
	Iteration 39Q: 3 clusters Score -9521016 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9521052 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9521100 nChanged 416
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9521167 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9521216 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9521271 nChanged 385
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9521316 nChanged 416
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9521325 nChanged 439
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -9521409.000000 Penalty: 3662.488770
	Iteration 47Q: 3 clusters Score -9521409 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9521453 nChanged 472
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -9521521.000000 Penalty: 3662.488770
	Iteration 49Q: 3 clusters Score -9521521 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9521567 nChanged 486
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44838 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9521640 nChanged 561
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9521736 nChanged 580
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45897 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9521849 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9521948 nChanged 706
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9522099 nChanged 768
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47924 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9522269 nChanged 816
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48724 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9522386 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49550 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9522522 nChanged 876
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50420 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9522720 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -9522904.000000 Penalty: 3662.488770
	Iteration 60F: 3 clusters Score -9522904 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -9523138.000000 Penalty: 3662.488770
	Iteration 61Q: 3 clusters Score -9523138 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53286 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9523410 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9523624 nChanged 963
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55220 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9523837 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56198 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9524100 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57183 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9524428 nChanged 1019
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58198 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9524689 nChanged 1024
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9524957 nChanged 1049
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60263 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9525282 nChanged 1102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61361 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9525705 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62511 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9526147 nChanged 1145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63656 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9526586 nChanged 1116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64764 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9527092 nChanged 1041
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65795 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9527567 nChanged 987
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66772 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -9528015.000000 Penalty: 3662.488770
	Iteration 75Q: 3 clusters Score -9528015 nChanged 913
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67673 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9528461 nChanged 829
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68478 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9528995 nChanged 711
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69145 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9529580 nChanged 639
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69678 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9530060 nChanged 602
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70152 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9530481 nChanged 567
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Mstep: Class 1 contains 70585 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9530683 nChanged 512
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70979 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9530849 nChanged 489
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71382 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9531037 nChanged 457
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71765 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9531207 nChanged 470
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72177 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9531346 nChanged 450
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Mstep: Class 1 contains 72575 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9531498 nChanged 421
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Mstep: Class 1 contains 72940 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9531639 nChanged 352
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73250 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9531748 nChanged 349
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Mstep: Class 1 contains 73559 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9531844 nChanged 328
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Mstep: Class 1 contains 73835 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9531938 nChanged 308
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Mstep: Class 1 contains 74101 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9532044 nChanged 301
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Mstep: Class 1 contains 74340 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9532165 nChanged 303
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Mstep: Class 1 contains 74577 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9532250 nChanged 256
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Mstep: Class 1 contains 74787 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9532301 nChanged 198
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Mstep: Class 1 contains 74947 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9532339 nChanged 179
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Mstep: Class 1 contains 75094 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9532375 nChanged 177
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Mstep: Class 1 contains 75237 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9532408 nChanged 152
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Mstep: Class 1 contains 75355 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9532444 nChanged 106
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Mstep: Class 1 contains 75441 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9532456 nChanged 95
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Mstep: Class 1 contains 75514 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9532482 nChanged 95
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Mstep: Class 1 contains 75587 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9532495 nChanged 110
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Mstep: Class 1 contains 75675 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9532521 nChanged 112
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Mstep: Class 1 contains 75763 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9532531 nChanged 91
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Mstep: Class 1 contains 75832 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9532557 nChanged 91
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Mstep: Class 1 contains 75907 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9532576 nChanged 71
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Mstep: Class 1 contains 75960 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9532606 nChanged 76
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Mstep: Class 1 contains 76016 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9532611 nChanged 70
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Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9532618 nChanged 75
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Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9532656 nChanged 71
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9532690 nChanged 57
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9532679 nChanged 51
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Mstep: Class 1 contains 76256 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9532695 nChanged 46
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Mstep: Class 1 contains 76290 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9532707 nChanged 30
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Mstep: Class 1 contains 76312 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -9532710.000000 Penalty: 3662.488770
	Iteration 114Q: 3 clusters Score -9532710 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76335 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -9532731.000000 Penalty: 3662.488770
	Iteration 115Q: 3 clusters Score -9532731 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76364 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -9532736.000000 Penalty: 3662.488770
	Iteration 116Q: 3 clusters Score -9532736 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76392 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -9532741.000000 Penalty: 3662.488770
	Iteration 117Q: 3 clusters Score -9532741 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76426 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -9532756.000000 Penalty: 3662.488770
	Iteration 118Q: 3 clusters Score -9532756 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76464 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -9532791.000000 Penalty: 3662.488770
	Iteration 119Q: 3 clusters Score -9532791 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76502 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -9532804.000000 Penalty: 3662.488770
	Iteration 120F: 3 clusters Score -9532804 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76547 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -9532822.000000 Penalty: 3662.488770
	Iteration 121Q: 3 clusters Score -9532822 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76580 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -9532836.000000 Penalty: 3662.488770
	Iteration 122Q: 3 clusters Score -9532836 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76608 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -9532833.000000 Penalty: 3662.488770
	Iteration 123Q: 3 clusters Score -9532833 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76644 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -9532852.000000 Penalty: 3662.488770
	Iteration 124Q: 3 clusters Score -9532852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76662 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -9532865.000000 Penalty: 3662.488770
	Iteration 125Q: 3 clusters Score -9532865 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76679 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -9532860.000000 Penalty: 3662.488770
	Iteration 126Q: 3 clusters Score -9532860 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76693 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -9532858.000000 Penalty: 3662.488770
	Iteration 127Q: 3 clusters Score -9532858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76701 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -9532855.000000 Penalty: 3662.488770
	Iteration 128Q: 3 clusters Score -9532855 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76709 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -9532862.000000 Penalty: 3662.488770
	Iteration 129Q: 3 clusters Score -9532862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76717 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -9532875.000000 Penalty: 3662.488770
	Iteration 130Q: 3 clusters Score -9532875 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76730 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -9532861.000000 Penalty: 3662.488770
	Iteration 131Q: 3 clusters Score -9532861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76738 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -9532869.000000 Penalty: 3662.488770
	Iteration 132Q: 3 clusters Score -9532869 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76746 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -9532870.000000 Penalty: 3662.488770
	Iteration 133Q: 3 clusters Score -9532870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76746 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -9532869.000000 Penalty: 3662.488770
	Iteration 134Q: 3 clusters Score -9532869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76752 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -9532867.000000 Penalty: 3662.488770
	Iteration 135Q: 3 clusters Score -9532867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76756 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -9532873.000000 Penalty: 3662.488770
	Iteration 136Q: 3 clusters Score -9532873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76762 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -9532862.000000 Penalty: 3662.488770
	Iteration 137Q: 3 clusters Score -9532862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76766 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -9532868.000000 Penalty: 3662.488770
	Iteration 138Q: 3 clusters Score -9532868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76769 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -9532868.000000 Penalty: 3662.488770
	Iteration 139Q: 3 clusters Score -9532868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76775 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -9532877.000000 Penalty: 3662.488770
	Iteration 140F: 3 clusters Score -9532877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76780 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -9532881.000000 Penalty: 3662.488770
	Iteration 141Q: 3 clusters Score -9532881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76784 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -9532882.000000 Penalty: 3662.488770
	Iteration 142Q: 3 clusters Score -9532882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76789 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -9532877.000000 Penalty: 3662.488770
	Iteration 143Q: 3 clusters Score -9532877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76795 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -9532881.000000 Penalty: 3662.488770
	Iteration 144Q: 3 clusters Score -9532881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76803 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -9532884.000000 Penalty: 3662.488770
	Iteration 145Q: 3 clusters Score -9532884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76812 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -9532886.000000 Penalty: 3662.488770
	Iteration 146Q: 3 clusters Score -9532886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76817 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -9532889.000000 Penalty: 3662.488770
	Iteration 147Q: 3 clusters Score -9532889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76824 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -9532884.000000 Penalty: 3662.488770
	Iteration 148Q: 3 clusters Score -9532884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76832 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -9532886.000000 Penalty: 3662.488770
	Iteration 149Q: 3 clusters Score -9532886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76835 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -9532879.000000 Penalty: 3662.488770
	Iteration 150Q: 3 clusters Score -9532879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76841 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -9532877.000000 Penalty: 3662.488770
	Iteration 151Q: 3 clusters Score -9532877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76842 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -9532884.000000 Penalty: 3662.488770
	Iteration 152Q: 3 clusters Score -9532884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76844 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -9532879.000000 Penalty: 3662.488770
	Iteration 153Q: 3 clusters Score -9532879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76848 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -9532879.000000 Penalty: 3662.488770
	Iteration 154Q: 3 clusters Score -9532879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76849 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -9532880.000000 Penalty: 3662.488770
	Iteration 155Q: 3 clusters Score -9532880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76849 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -9532880.000000 Penalty: 3662.488770
	Iteration 156Q: 3 clusters Score -9532880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76850 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -9532881.000000 Penalty: 3662.488770
	Iteration 157Q: 3 clusters Score -9532881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76850 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -9532881.000000 Penalty: 3662.488770
	Iteration 158F: 3 clusters Score -9532881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (97150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97150 members 
Entering Unmasked Estep 
Score: -12275757.000000 Penalty: 1866.151855
	Iteration 0F: 2 clusters Score -1.227576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 48492 members 
Entering Unmasked Estep 
Score: -12212697.000000 Penalty: 3732.303711
	Iteration 0F: 3 clusters Score -1.22127e+07 nChanged 46519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 48397 members 
Entering Unmasked Estep 
Score: -12239790.000000 Penalty: 3732.303711
	Iteration 1F: 3 clusters Score -1.223979e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 2 contains 48583 members 
Entering Unmasked Estep 
Score: -12240815.000000 Penalty: 3732.303711
	Iteration 2Q: 3 clusters Score -1.224082e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48275 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -12242485.000000 Penalty: 3732.303711
	Iteration 3Q: 3 clusters Score -1.224248e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -12244868.000000 Penalty: 3732.303711
	Iteration 4Q: 3 clusters Score -1.224487e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 50272 members 
Entering Unmasked Estep 
Score: -12248274.000000 Penalty: 3732.303711
	Iteration 5F: 3 clusters Score -1.224827e+07 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45696 members 
Mstep: Class 2 contains 51454 members 
Entering Unmasked Estep 
Score: -12252861.000000 Penalty: 3732.303711
	Iteration 6F: 3 clusters Score -1.225286e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 53016 members 
Entering Unmasked Estep 
Score: -12258372.000000 Penalty: 3732.303711
	Iteration 7F: 3 clusters Score -1.225837e+07 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -12262980.000000 Penalty: 3732.303711
	Iteration 8F: 3 clusters Score -1.226298e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 55742 members 
Entering Unmasked Estep 
Score: -12265720.000000 Penalty: 3732.303711
	Iteration 9F: 3 clusters Score -1.226572e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 56590 members 
Entering Unmasked Estep 
Score: -12266882.000000 Penalty: 3732.303711
	Iteration 10Q: 3 clusters Score -1.226688e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 57303 members 
Entering Unmasked Estep 
Score: -12267548.000000 Penalty: 3732.303711
	Iteration 11Q: 3 clusters Score -1.226755e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 57964 members 
Entering Unmasked Estep 
Score: -12268081.000000 Penalty: 3732.303711
	Iteration 12Q: 3 clusters Score -1.226808e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 58586 members 
Entering Unmasked Estep 
Score: -12268564.000000 Penalty: 3732.303711
	Iteration 13Q: 3 clusters Score -1.226856e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 59262 members 
Entering Unmasked Estep 
Score: -12268971.000000 Penalty: 3732.303711
	Iteration 14Q: 3 clusters Score -1.226897e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 59875 members 
Entering Unmasked Estep 
Score: -12269376.000000 Penalty: 3732.303711
	Iteration 15Q: 3 clusters Score -1.226938e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 60439 members 
Entering Unmasked Estep 
Score: -12269641.000000 Penalty: 3732.303711
	Iteration 16Q: 3 clusters Score -1.226964e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 60916 members 
Entering Unmasked Estep 
Score: -12269864.000000 Penalty: 3732.303711
	Iteration 17Q: 3 clusters Score -1.226986e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 61344 members 
Entering Unmasked Estep 
Score: -12269966.000000 Penalty: 3732.303711
	Iteration 18Q: 3 clusters Score -1.226997e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 61796 members 
Entering Unmasked Estep 
Score: -12270100.000000 Penalty: 3732.303711
	Iteration 19Q: 3 clusters Score -1.22701e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 62202 members 
Entering Unmasked Estep 
Score: -12270203.000000 Penalty: 3732.303711
	Iteration 20F: 3 clusters Score -1.22702e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 62613 members 
Entering Unmasked Estep 
Score: -12270271.000000 Penalty: 3732.303711
	Iteration 21Q: 3 clusters Score -1.227027e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 63029 members 
Entering Unmasked Estep 
Score: -12270353.000000 Penalty: 3732.303711
	Iteration 22Q: 3 clusters Score -1.227035e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 63441 members 
Entering Unmasked Estep 
Score: -12270448.000000 Penalty: 3732.303711
	Iteration 23Q: 3 clusters Score -1.227045e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 63848 members 
Entering Unmasked Estep 
Score: -12270487.000000 Penalty: 3732.303711
	Iteration 24Q: 3 clusters Score -1.227049e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 64237 members 
Entering Unmasked Estep 
Score: -12270571.000000 Penalty: 3732.303711
	Iteration 25Q: 3 clusters Score -1.227057e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 64636 members 
Entering Unmasked Estep 
Score: -12270642.000000 Penalty: 3732.303711
	Iteration 26Q: 3 clusters Score -1.227064e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 65032 members 
Entering Unmasked Estep 
Score: -12270696.000000 Penalty: 3732.303711
	Iteration 27Q: 3 clusters Score -1.22707e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 65461 members 
Entering Unmasked Estep 
Score: -12270732.000000 Penalty: 3732.303711
	Iteration 28Q: 3 clusters Score -1.227073e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 65890 members 
Entering Unmasked Estep 
Score: -12270807.000000 Penalty: 3732.303711
	Iteration 29Q: 3 clusters Score -1.227081e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 66339 members 
Entering Unmasked Estep 
Score: -12270911.000000 Penalty: 3732.303711
	Iteration 30Q: 3 clusters Score -1.227091e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 66772 members 
Entering Unmasked Estep 
Score: -12270977.000000 Penalty: 3732.303711
	Iteration 31Q: 3 clusters Score -1.227098e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 67201 members 
Entering Unmasked Estep 
Score: -12271008.000000 Penalty: 3732.303711
	Iteration 32Q: 3 clusters Score -1.227101e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 67647 members 
Entering Unmasked Estep 
Score: -12271048.000000 Penalty: 3732.303711
	Iteration 33Q: 3 clusters Score -1.227105e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 68125 members 
Entering Unmasked Estep 
Score: -12271077.000000 Penalty: 3732.303711
	Iteration 34Q: 3 clusters Score -1.227108e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 68619 members 
Entering Unmasked Estep 
Score: -12271129.000000 Penalty: 3732.303711
	Iteration 35Q: 3 clusters Score -1.227113e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 69142 members 
Entering Unmasked Estep 
Score: -12271203.000000 Penalty: 3732.303711
	Iteration 36Q: 3 clusters Score -1.22712e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 69634 members 
Entering Unmasked Estep 
Score: -12271278.000000 Penalty: 3732.303711
	Iteration 37Q: 3 clusters Score -1.227128e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 70187 members 
Entering Unmasked Estep 
Score: -12271383.000000 Penalty: 3732.303711
	Iteration 38Q: 3 clusters Score -1.227138e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 70729 members 
Entering Unmasked Estep 
Score: -12271435.000000 Penalty: 3732.303711
	Iteration 39Q: 3 clusters Score -1.227144e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 71275 members 
Entering Unmasked Estep 
Score: -12271488.000000 Penalty: 3732.303711
	Iteration 40F: 3 clusters Score -1.227149e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 71850 members 
Entering Unmasked Estep 
Score: -12271562.000000 Penalty: 3732.303711
	Iteration 41Q: 3 clusters Score -1.227156e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 72409 members 
Entering Unmasked Estep 
Score: -12271693.000000 Penalty: 3732.303711
	Iteration 42Q: 3 clusters Score -1.227169e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 72930 members 
Entering Unmasked Estep 
Score: -12271837.000000 Penalty: 3732.303711
	Iteration 43Q: 3 clusters Score -1.227184e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 73442 members 
Entering Unmasked Estep 
Score: -12271947.000000 Penalty: 3732.303711
	Iteration 44Q: 3 clusters Score -1.227195e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 73963 members 
Entering Unmasked Estep 
Score: -12272028.000000 Penalty: 3732.303711
	Iteration 45Q: 3 clusters Score -1.227203e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 74483 members 
Entering Unmasked Estep 
Score: -12272123.000000 Penalty: 3732.303711
	Iteration 46Q: 3 clusters Score -1.227212e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 75017 members 
Entering Unmasked Estep 
Score: -12272232.000000 Penalty: 3732.303711
	Iteration 47Q: 3 clusters Score -1.227223e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 75546 members 
Entering Unmasked Estep 
Score: -12272272.000000 Penalty: 3732.303711
	Iteration 48Q: 3 clusters Score -1.227227e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 76022 members 
Entering Unmasked Estep 
Score: -12272301.000000 Penalty: 3732.303711
	Iteration 49Q: 3 clusters Score -1.22723e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 76488 members 
Entering Unmasked Estep 
Score: -12272349.000000 Penalty: 3732.303711
	Iteration 50Q: 3 clusters Score -1.227235e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 76954 members 
Entering Unmasked Estep 
Score: -12272415.000000 Penalty: 3732.303711
	Iteration 51Q: 3 clusters Score -1.227242e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 77426 members 
Entering Unmasked Estep 
Score: -12272494.000000 Penalty: 3732.303711
	Iteration 52Q: 3 clusters Score -1.227249e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 77903 members 
Entering Unmasked Estep 
Score: -12272585.000000 Penalty: 3732.303711
	Iteration 53Q: 3 clusters Score -1.227258e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 78361 members 
Entering Unmasked Estep 
Score: -12272658.000000 Penalty: 3732.303711
	Iteration 54Q: 3 clusters Score -1.227266e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 78843 members 
Entering Unmasked Estep 
Score: -12272761.000000 Penalty: 3732.303711
	Iteration 55Q: 3 clusters Score -1.227276e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 79321 members 
Entering Unmasked Estep 
Score: -12272909.000000 Penalty: 3732.303711
	Iteration 56Q: 3 clusters Score -1.227291e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 79821 members 
Entering Unmasked Estep 
Score: -12272963.000000 Penalty: 3732.303711
	Iteration 57Q: 3 clusters Score -1.227296e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 80321 members 
Entering Unmasked Estep 
Score: -12273042.000000 Penalty: 3732.303711
	Iteration 58Q: 3 clusters Score -1.227304e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 80810 members 
Entering Unmasked Estep 
Score: -12273116.000000 Penalty: 3732.303711
	Iteration 59Q: 3 clusters Score -1.227312e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 81263 members 
Entering Unmasked Estep 
Score: -12273227.000000 Penalty: 3732.303711
	Iteration 60F: 3 clusters Score -1.227323e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 81723 members 
Entering Unmasked Estep 
Score: -12273320.000000 Penalty: 3732.303711
	Iteration 61Q: 3 clusters Score -1.227332e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 82190 members 
Entering Unmasked Estep 
Score: -12273415.000000 Penalty: 3732.303711
	Iteration 62Q: 3 clusters Score -1.227342e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 82627 members 
Entering Unmasked Estep 
Score: -12273506.000000 Penalty: 3732.303711
	Iteration 63Q: 3 clusters Score -1.227351e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 83027 members 
Entering Unmasked Estep 
Score: -12273580.000000 Penalty: 3732.303711
	Iteration 64Q: 3 clusters Score -1.227358e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 83423 members 
Entering Unmasked Estep 
Score: -12273618.000000 Penalty: 3732.303711
	Iteration 65Q: 3 clusters Score -1.227362e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 83820 members 
Entering Unmasked Estep 
Score: -12273723.000000 Penalty: 3732.303711
	Iteration 66Q: 3 clusters Score -1.227372e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 84233 members 
Entering Unmasked Estep 
Score: -12273793.000000 Penalty: 3732.303711
	Iteration 67Q: 3 clusters Score -1.227379e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 84656 members 
Entering Unmasked Estep 
Score: -12273899.000000 Penalty: 3732.303711
	Iteration 68Q: 3 clusters Score -1.22739e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 85114 members 
Entering Unmasked Estep 
Score: -12274023.000000 Penalty: 3732.303711
	Iteration 69Q: 3 clusters Score -1.227402e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 85507 members 
Entering Unmasked Estep 
Score: -12274073.000000 Penalty: 3732.303711
	Iteration 70Q: 3 clusters Score -1.227407e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 85907 members 
Entering Unmasked Estep 
Score: -12274128.000000 Penalty: 3732.303711
	Iteration 71Q: 3 clusters Score -1.227413e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 86288 members 
Entering Unmasked Estep 
Score: -12274224.000000 Penalty: 3732.303711
	Iteration 72Q: 3 clusters Score -1.227422e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 86668 members 
Entering Unmasked Estep 
Score: -12274304.000000 Penalty: 3732.303711
	Iteration 73Q: 3 clusters Score -1.22743e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 87049 members 
Entering Unmasked Estep 
Score: -12274417.000000 Penalty: 3732.303711
	Iteration 74Q: 3 clusters Score -1.227442e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 87441 members 
Entering Unmasked Estep 
Score: -12274506.000000 Penalty: 3732.303711
	Iteration 75Q: 3 clusters Score -1.227451e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 87805 members 
Entering Unmasked Estep 
Score: -12274588.000000 Penalty: 3732.303711
	Iteration 76Q: 3 clusters Score -1.227459e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 88178 members 
Entering Unmasked Estep 
Score: -12274683.000000 Penalty: 3732.303711
	Iteration 77Q: 3 clusters Score -1.227468e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 88554 members 
Entering Unmasked Estep 
Score: -12274725.000000 Penalty: 3732.303711
	Iteration 78Q: 3 clusters Score -1.227472e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 88915 members 
Entering Unmasked Estep 
Score: -12274760.000000 Penalty: 3732.303711
	Iteration 79Q: 3 clusters Score -1.227476e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 89287 members 
Entering Unmasked Estep 
Score: -12274882.000000 Penalty: 3732.303711
	Iteration 80F: 3 clusters Score -1.227488e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 89676 members 
Entering Unmasked Estep 
Score: -12274999.000000 Penalty: 3732.303711
	Iteration 81Q: 3 clusters Score -1.2275e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 90047 members 
Entering Unmasked Estep 
Score: -12275060.000000 Penalty: 3732.303711
	Iteration 82Q: 3 clusters Score -1.227506e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 90447 members 
Entering Unmasked Estep 
Score: -12275148.000000 Penalty: 3732.303711
	Iteration 83Q: 3 clusters Score -1.227515e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 90868 members 
Entering Unmasked Estep 
Score: -12275200.000000 Penalty: 3732.303711
	Iteration 84Q: 3 clusters Score -1.22752e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 91264 members 
Entering Unmasked Estep 
Score: -12275256.000000 Penalty: 3732.303711
	Iteration 85Q: 3 clusters Score -1.227526e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 91665 members 
Entering Unmasked Estep 
Score: -12275316.000000 Penalty: 3732.303711
	Iteration 86Q: 3 clusters Score -1.227532e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 92072 members 
Entering Unmasked Estep 
Score: -12275396.000000 Penalty: 3732.303711
	Iteration 87Q: 3 clusters Score -1.22754e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 92464 members 
Entering Unmasked Estep 
Score: -12275464.000000 Penalty: 3732.303711
	Iteration 88Q: 3 clusters Score -1.227546e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 92798 members 
Entering Unmasked Estep 
Score: -12275470.000000 Penalty: 3732.303711
	Iteration 89Q: 3 clusters Score -1.227547e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 93106 members 
Entering Unmasked Estep 
Score: -12275509.000000 Penalty: 3732.303711
	Iteration 90Q: 3 clusters Score -1.227551e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 93384 members 
Entering Unmasked Estep 
Score: -12275517.000000 Penalty: 3732.303711
	Iteration 91Q: 3 clusters Score -1.227552e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 93627 members 
Entering Unmasked Estep 
Score: -12275511.000000 Penalty: 3732.303711
	Iteration 92Q: 3 clusters Score -1.227551e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 93858 members 
Entering Unmasked Estep 
Score: -12275541.000000 Penalty: 3732.303711
	Iteration 93Q: 3 clusters Score -1.227554e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 94084 members 
Entering Unmasked Estep 
Score: -12275518.000000 Penalty: 3732.303711
	Iteration 94Q: 3 clusters Score -1.227552e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 94290 members 
Entering Unmasked Estep 
Score: -12275509.000000 Penalty: 3732.303711
	Iteration 95Q: 3 clusters Score -1.227551e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 94458 members 
Entering Unmasked Estep 
Score: -12275449.000000 Penalty: 3732.303711
	Iteration 96Q: 3 clusters Score -1.227545e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 94595 members 
Entering Unmasked Estep 
Score: -12275424.000000 Penalty: 3732.303711
	Iteration 97Q: 3 clusters Score -1.227542e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 94726 members 
Entering Unmasked Estep 
Score: -12275416.000000 Penalty: 3732.303711
	Iteration 98Q: 3 clusters Score -1.227542e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 94845 members 
Entering Unmasked Estep 
Score: -12275420.000000 Penalty: 3732.303711
	Iteration 99Q: 3 clusters Score -1.227542e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 94972 members 
Entering Unmasked Estep 
Score: -12275400.000000 Penalty: 3732.303711
	Iteration 100F: 3 clusters Score -1.22754e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 95083 members 
Entering Unmasked Estep 
Score: -12275382.000000 Penalty: 3732.303711
	Iteration 101Q: 3 clusters Score -1.227538e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 95168 members 
Entering Unmasked Estep 
Score: -12275367.000000 Penalty: 3732.303711
	Iteration 102Q: 3 clusters Score -1.227537e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 95241 members 
Entering Unmasked Estep 
Score: -12275362.000000 Penalty: 3732.303711
	Iteration 103Q: 3 clusters Score -1.227536e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 95305 members 
Entering Unmasked Estep 
Score: -12275330.000000 Penalty: 3732.303711
	Iteration 104Q: 3 clusters Score -1.227533e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 95364 members 
Entering Unmasked Estep 
Score: -12275301.000000 Penalty: 3732.303711
	Iteration 105Q: 3 clusters Score -1.22753e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 95430 members 
Entering Unmasked Estep 
Score: -12275277.000000 Penalty: 3732.303711
	Iteration 106Q: 3 clusters Score -1.227528e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 95487 members 
Entering Unmasked Estep 
Score: -12275265.000000 Penalty: 3732.303711
	Iteration 107Q: 3 clusters Score -1.227526e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 95548 members 
Entering Unmasked Estep 
Score: -12275252.000000 Penalty: 3732.303711
	Iteration 108Q: 3 clusters Score -1.227525e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 95601 members 
Entering Unmasked Estep 
Score: -12275226.000000 Penalty: 3732.303711
	Iteration 109Q: 3 clusters Score -1.227523e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 95645 members 
Entering Unmasked Estep 
Score: -12275233.000000 Penalty: 3732.303711
	Iteration 110Q: 3 clusters Score -1.227523e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 95685 members 
Entering Unmasked Estep 
Score: -12275218.000000 Penalty: 3732.303711
	Iteration 111Q: 3 clusters Score -1.227522e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 95719 members 
Entering Unmasked Estep 
Score: -12275212.000000 Penalty: 3732.303711
	Iteration 112Q: 3 clusters Score -1.227521e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 95737 members 
Entering Unmasked Estep 
Score: -12275220.000000 Penalty: 3732.303711
	Iteration 113Q: 3 clusters Score -1.227522e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 95763 members 
Entering Unmasked Estep 
Score: -12275207.000000 Penalty: 3732.303711
	Iteration 114Q: 3 clusters Score -1.227521e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 95790 members 
Entering Unmasked Estep 
Score: -12275175.000000 Penalty: 3732.303711
	Iteration 115Q: 3 clusters Score -1.227518e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 95808 members 
Entering Unmasked Estep 
Score: -12275169.000000 Penalty: 3732.303711
	Iteration 116Q: 3 clusters Score -1.227517e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 95826 members 
Entering Unmasked Estep 
Score: -12275165.000000 Penalty: 3732.303711
	Iteration 117Q: 3 clusters Score -1.227516e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 95833 members 
Entering Unmasked Estep 
Score: -12275171.000000 Penalty: 3732.303711
	Iteration 118Q: 3 clusters Score -1.227517e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 95840 members 
Entering Unmasked Estep 
Score: -12275161.000000 Penalty: 3732.303711
	Iteration 119Q: 3 clusters Score -1.227516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 95850 members 
Entering Unmasked Estep 
Score: -12275164.000000 Penalty: 3732.303711
	Iteration 120F: 3 clusters Score -1.227516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 95858 members 
Entering Unmasked Estep 
Score: -12275162.000000 Penalty: 3732.303711
	Iteration 121Q: 3 clusters Score -1.227516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 95863 members 
Entering Unmasked Estep 
Score: -12275151.000000 Penalty: 3732.303711
	Iteration 122Q: 3 clusters Score -1.227515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 95868 members 
Entering Unmasked Estep 
Score: -12275150.000000 Penalty: 3732.303711
	Iteration 123Q: 3 clusters Score -1.227515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 95872 members 
Entering Unmasked Estep 
Score: -12275152.000000 Penalty: 3732.303711
	Iteration 124Q: 3 clusters Score -1.227515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 95876 members 
Entering Unmasked Estep 
Score: -12275147.000000 Penalty: 3732.303711
	Iteration 125Q: 3 clusters Score -1.227515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 95881 members 
Entering Unmasked Estep 
Score: -12275141.000000 Penalty: 3732.303711
	Iteration 126Q: 3 clusters Score -1.227514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 95884 members 
Entering Unmasked Estep 
Score: -12275137.000000 Penalty: 3732.303711
	Iteration 127Q: 3 clusters Score -1.227514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 95890 members 
Entering Unmasked Estep 
Score: -12275142.000000 Penalty: 3732.303711
	Iteration 128Q: 3 clusters Score -1.227514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 95896 members 
Entering Unmasked Estep 
Score: -12275136.000000 Penalty: 3732.303711
	Iteration 129Q: 3 clusters Score -1.227514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 95901 members 
Entering Unmasked Estep 
Score: -12275123.000000 Penalty: 3732.303711
	Iteration 130Q: 3 clusters Score -1.227512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 95908 members 
Entering Unmasked Estep 
Score: -12275120.000000 Penalty: 3732.303711
	Iteration 131Q: 3 clusters Score -1.227512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 95914 members 
Entering Unmasked Estep 
Score: -12275116.000000 Penalty: 3732.303711
	Iteration 132Q: 3 clusters Score -1.227512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 95920 members 
Entering Unmasked Estep 
Score: -12275107.000000 Penalty: 3732.303711
	Iteration 133Q: 3 clusters Score -1.227511e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 95926 members 
Entering Unmasked Estep 
Score: -12275100.000000 Penalty: 3732.303711
	Iteration 134Q: 3 clusters Score -1.22751e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 95935 members 
Entering Unmasked Estep 
Score: -12275097.000000 Penalty: 3732.303711
	Iteration 135Q: 3 clusters Score -1.22751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 95941 members 
Entering Unmasked Estep 
Score: -12275102.000000 Penalty: 3732.303711
	Iteration 136Q: 3 clusters Score -1.22751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 95947 members 
Entering Unmasked Estep 
Score: -12275098.000000 Penalty: 3732.303711
	Iteration 137Q: 3 clusters Score -1.22751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 95951 members 
Entering Unmasked Estep 
Score: -12275108.000000 Penalty: 3732.303711
	Iteration 138Q: 3 clusters Score -1.227511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 95956 members 
Entering Unmasked Estep 
Score: -12275107.000000 Penalty: 3732.303711
	Iteration 139Q: 3 clusters Score -1.227511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 95957 members 
Entering Unmasked Estep 
Score: -12275105.000000 Penalty: 3732.303711
	Iteration 140F: 3 clusters Score -1.22751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 95960 members 
Entering Unmasked Estep 
Score: -12275105.000000 Penalty: 3732.303711
	Iteration 141Q: 3 clusters Score -1.22751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 95963 members 
Entering Unmasked Estep 
Score: -12275105.000000 Penalty: 3732.303711
	Iteration 142Q: 3 clusters Score -1.22751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 95965 members 
Entering Unmasked Estep 
Score: -12275102.000000 Penalty: 3732.303711
	Iteration 143Q: 3 clusters Score -1.22751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 95966 members 
Entering Unmasked Estep 
Score: -12275103.000000 Penalty: 3732.303711
	Iteration 144Q: 3 clusters Score -1.22751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 95966 members 
Entering Unmasked Estep 
Score: -12275103.000000 Penalty: 3732.303711
	Iteration 145F: 3 clusters Score -1.22751e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Entering Unmasked Estep 
Score: -392139.968750 Penalty: 1308.031860
	Iteration 0F: 2 clusters Score -392140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -389352.812500 Penalty: 2616.063721
	Iteration 0F: 3 clusters Score -389352.8 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -389971.625000 Penalty: 2616.063721
	Iteration 1F: 3 clusters Score -389971.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -390135.375000 Penalty: 2616.063721
	Iteration 2F: 3 clusters Score -390135.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -390246.187500 Penalty: 2616.063721
	Iteration 3F: 3 clusters Score -390246.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -390306.343750 Penalty: 2616.063721
	Iteration 4Q: 3 clusters Score -390306.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -390359.562500 Penalty: 2616.063721
	Iteration 5Q: 3 clusters Score -390359.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -390410.812500 Penalty: 2616.063721
	Iteration 6Q: 3 clusters Score -390410.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -390457.531250 Penalty: 2616.063721
	Iteration 7Q: 3 clusters Score -390457.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -390502.718750 Penalty: 2616.063721
	Iteration 8Q: 3 clusters Score -390502.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -390542.781250 Penalty: 2616.063721
	Iteration 9Q: 3 clusters Score -390542.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -390579.968750 Penalty: 2616.063721
	Iteration 10Q: 3 clusters Score -390580 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -390613.500000 Penalty: 2616.063721
	Iteration 11Q: 3 clusters Score -390613.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -390647.718750 Penalty: 2616.063721
	Iteration 12Q: 3 clusters Score -390647.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -390678.031250 Penalty: 2616.063721
	Iteration 13Q: 3 clusters Score -390678 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -390718.093750 Penalty: 2616.063721
	Iteration 14Q: 3 clusters Score -390718.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -390759.656250 Penalty: 2616.063721
	Iteration 15Q: 3 clusters Score -390759.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -390792.375000 Penalty: 2616.063721
	Iteration 16Q: 3 clusters Score -390792.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -390819.562500 Penalty: 2616.063721
	Iteration 17Q: 3 clusters Score -390819.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -390845.781250 Penalty: 2616.063721
	Iteration 18Q: 3 clusters Score -390845.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -390869.187500 Penalty: 2616.063721
	Iteration 19Q: 3 clusters Score -390869.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -390889.312500 Penalty: 2616.063721
	Iteration 20F: 3 clusters Score -390889.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -390908.125000 Penalty: 2616.063721
	Iteration 21Q: 3 clusters Score -390908.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -390923.625000 Penalty: 2616.063721
	Iteration 22Q: 3 clusters Score -390923.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -390938.218750 Penalty: 2616.063721
	Iteration 23Q: 3 clusters Score -390938.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -390952.656250 Penalty: 2616.063721
	Iteration 24Q: 3 clusters Score -390952.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -390967.718750 Penalty: 2616.063721
	Iteration 25Q: 3 clusters Score -390967.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -390973.906250 Penalty: 2616.063721
	Iteration 26Q: 3 clusters Score -390973.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -390981.218750 Penalty: 2616.063721
	Iteration 27Q: 3 clusters Score -390981.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -390986.906250 Penalty: 2616.063721
	Iteration 28Q: 3 clusters Score -390986.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -390993.250000 Penalty: 2616.063721
	Iteration 29Q: 3 clusters Score -390993.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -390998.593750 Penalty: 2616.063721
	Iteration 30Q: 3 clusters Score -390998.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -391002.812500 Penalty: 2616.063721
	Iteration 31Q: 3 clusters Score -391002.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -391008.343750 Penalty: 2616.063721
	Iteration 32Q: 3 clusters Score -391008.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -391015.125000 Penalty: 2616.063721
	Iteration 33Q: 3 clusters Score -391015.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -391023.218750 Penalty: 2616.063721
	Iteration 34Q: 3 clusters Score -391023.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -391029.062500 Penalty: 2616.063721
	Iteration 35Q: 3 clusters Score -391029.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -391033.937500 Penalty: 2616.063721
	Iteration 36Q: 3 clusters Score -391033.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -391037.406250 Penalty: 2616.063721
	Iteration 37Q: 3 clusters Score -391037.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -391041.531250 Penalty: 2616.063721
	Iteration 38Q: 3 clusters Score -391041.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -391047.968750 Penalty: 2616.063721
	Iteration 39Q: 3 clusters Score -391048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -391054.468750 Penalty: 2616.063721
	Iteration 40F: 3 clusters Score -391054.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -391057.125000 Penalty: 2616.063721
	Iteration 41Q: 3 clusters Score -391057.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -391059.437500 Penalty: 2616.063721
	Iteration 42Q: 3 clusters Score -391059.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -391059.531250 Penalty: 2616.063721
	Iteration 43Q: 3 clusters Score -391059.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -391059.625000 Penalty: 2616.063721
	Iteration 44Q: 3 clusters Score -391059.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -391060.125000 Penalty: 2616.063721
	Iteration 45Q: 3 clusters Score -391060.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -391060.062500 Penalty: 2616.063721
	Iteration 46Q: 3 clusters Score -391060.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -391059.875000 Penalty: 2616.063721
	Iteration 47Q: 3 clusters Score -391059.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -391060.500000 Penalty: 2616.063721
	Iteration 48Q: 3 clusters Score -391060.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -391060.500000 Penalty: 2616.063721
	Iteration 49F: 3 clusters Score -391060.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -114188.343750 Penalty: 1138.440674
	Iteration 0F: 2 clusters Score -114188.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -112716.164062 Penalty: 2276.881348
	Iteration 0F: 3 clusters Score -112716.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -113174.945312 Penalty: 2276.881348
	Iteration 1F: 3 clusters Score -113174.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -113507.570312 Penalty: 2276.881348
	Iteration 2F: 3 clusters Score -113507.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -113811.851562 Penalty: 2276.881348
	Iteration 3F: 3 clusters Score -113811.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -114072.453125 Penalty: 2276.881348
	Iteration 4F: 3 clusters Score -114072.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -114238.117188 Penalty: 2276.881348
	Iteration 5F: 3 clusters Score -114238.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -114335.750000 Penalty: 2276.881348
	Iteration 6Q: 3 clusters Score -114335.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -114383.226562 Penalty: 2276.881348
	Iteration 7Q: 3 clusters Score -114383.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -114404.507812 Penalty: 2276.881348
	Iteration 8Q: 3 clusters Score -114404.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -114423.718750 Penalty: 2276.881348
	Iteration 9Q: 3 clusters Score -114423.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -114435.679688 Penalty: 2276.881348
	Iteration 10Q: 3 clusters Score -114435.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -114440.562500 Penalty: 2276.881348
	Iteration 11Q: 3 clusters Score -114440.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -114443.976562 Penalty: 2276.881348
	Iteration 12Q: 3 clusters Score -114444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -114445.195312 Penalty: 2276.881348
	Iteration 13Q: 3 clusters Score -114445.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -114445.195312 Penalty: 2276.881348
	Iteration 14F: 3 clusters Score -114445.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 20380 members 
Mstep: Class 4 contains 13943 members 
Mstep: Class 5 contains 10042 members 
Mstep: Class 6 contains 6902 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 4570 members 
Mstep: Class 9 contains 4663 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 11 contains 13879 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 44569 members 
Mstep: Class 14 contains 46375 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 7272 members 
Mstep: Class 17 contains 108574 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 9620 members 
Mstep: Class 20 contains 39598 members 
Mstep: Class 21 contains 6772 members 
Mstep: Class 22 contains 640 members 
Mstep: Class 23 contains 78599 members 
Mstep: Class 24 contains 102007 members 
Mstep: Class 25 contains 72397 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 107369 members 
Mstep: Class 29 contains 4959 members 
Mstep: Class 30 contains 78370 members 
Mstep: Class 31 contains 97150 members 
Mstep: Class 32 contains 3132 members 
Mstep: Class 33 contains 1259 members 
Mstep: Class 34 contains 734 members 
Mstep: Class 35 contains 9542 members 
Mstep: Class 36 contains 1179 members 
Mstep: Class 37 contains 301 members 
Mstep: Class 38 contains 2143 members 
Mstep: Class 39 contains 474 members 
Mstep: Class 40 contains 369 members 
Entering Unmasked Estep 
Score: -111762952.000000 Penalty: 89247.812500
Splitting cluster 34 changes total score from -111763856.000000 to -111762952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (9542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Entering Unmasked Estep 
Score: -1182434.750000 Penalty: 1489.062012
	Iteration 0F: 2 clusters Score -1182435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1175479.750000 Penalty: 2978.124023
	Iteration 0F: 3 clusters Score -1175480 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1177673.125000 Penalty: 2978.124023
	Iteration 1F: 3 clusters Score -1177673 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1177892.125000 Penalty: 2978.124023
	Iteration 2F: 3 clusters Score -1177892 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1178041.250000 Penalty: 2978.124023
	Iteration 3Q: 3 clusters Score -1178041 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1178160.000000 Penalty: 2978.124023
	Iteration 4Q: 3 clusters Score -1178160 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1178307.750000 Penalty: 2978.124023
	Iteration 5Q: 3 clusters Score -1178308 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1178476.000000 Penalty: 2978.124023
	Iteration 6Q: 3 clusters Score -1178476 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1178644.875000 Penalty: 2978.124023
	Iteration 7Q: 3 clusters Score -1178645 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1178837.625000 Penalty: 2978.124023
	Iteration 8Q: 3 clusters Score -1178838 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1179050.875000 Penalty: 2978.124023
	Iteration 9Q: 3 clusters Score -1179051 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1179271.375000 Penalty: 2978.124023
	Iteration 10Q: 3 clusters Score -1179271 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1179506.125000 Penalty: 2978.124023
	Iteration 11Q: 3 clusters Score -1179506 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1179731.250000 Penalty: 2978.124023
	Iteration 12Q: 3 clusters Score -1179731 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1179960.000000 Penalty: 2978.124023
	Iteration 13Q: 3 clusters Score -1179960 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1180128.375000 Penalty: 2978.124023
	Iteration 14Q: 3 clusters Score -1180128 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1180317.000000 Penalty: 2978.124023
	Iteration 15Q: 3 clusters Score -1180317 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1180490.250000 Penalty: 2978.124023
	Iteration 16Q: 3 clusters Score -1180490 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1180606.500000 Penalty: 2978.124023
	Iteration 17Q: 3 clusters Score -1180606 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1180718.000000 Penalty: 2978.124023
	Iteration 18Q: 3 clusters Score -1180718 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1180839.250000 Penalty: 2978.124023
	Iteration 19Q: 3 clusters Score -1180839 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1180925.375000 Penalty: 2978.124023
	Iteration 20F: 3 clusters Score -1180925 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1181005.125000 Penalty: 2978.124023
	Iteration 21Q: 3 clusters Score -1181005 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1181075.750000 Penalty: 2978.124023
	Iteration 22Q: 3 clusters Score -1181076 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1181145.625000 Penalty: 2978.124023
	Iteration 23Q: 3 clusters Score -1181146 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1181205.500000 Penalty: 2978.124023
	Iteration 24Q: 3 clusters Score -1181206 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1181241.250000 Penalty: 2978.124023
	Iteration 25Q: 3 clusters Score -1181241 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1181267.750000 Penalty: 2978.124023
	Iteration 26Q: 3 clusters Score -1181268 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1181287.500000 Penalty: 2978.124023
	Iteration 27Q: 3 clusters Score -1181288 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1181307.375000 Penalty: 2978.124023
	Iteration 28Q: 3 clusters Score -1181307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1181319.375000 Penalty: 2978.124023
	Iteration 29Q: 3 clusters Score -1181319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1181324.500000 Penalty: 2978.124023
	Iteration 30Q: 3 clusters Score -1181324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1181333.250000 Penalty: 2978.124023
	Iteration 31Q: 3 clusters Score -1181333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1181340.500000 Penalty: 2978.124023
	Iteration 32Q: 3 clusters Score -1181340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1181350.375000 Penalty: 2978.124023
	Iteration 33Q: 3 clusters Score -1181350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1181358.500000 Penalty: 2978.124023
	Iteration 34Q: 3 clusters Score -1181358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1181360.250000 Penalty: 2978.124023
	Iteration 35Q: 3 clusters Score -1181360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1181370.000000 Penalty: 2978.124023
	Iteration 36Q: 3 clusters Score -1181370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1181376.375000 Penalty: 2978.124023
	Iteration 37Q: 3 clusters Score -1181376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1181384.750000 Penalty: 2978.124023
	Iteration 38Q: 3 clusters Score -1181385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1181391.125000 Penalty: 2978.124023
	Iteration 39Q: 3 clusters Score -1181391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1181401.500000 Penalty: 2978.124023
	Iteration 40F: 3 clusters Score -1181402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1181406.375000 Penalty: 2978.124023
	Iteration 41Q: 3 clusters Score -1181406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1181412.000000 Penalty: 2978.124023
	Iteration 42Q: 3 clusters Score -1181412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1181413.750000 Penalty: 2978.124023
	Iteration 43Q: 3 clusters Score -1181414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1181417.000000 Penalty: 2978.124023
	Iteration 44Q: 3 clusters Score -1181417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1181419.375000 Penalty: 2978.124023
	Iteration 45Q: 3 clusters Score -1181419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1181419.625000 Penalty: 2978.124023
	Iteration 46Q: 3 clusters Score -1181420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1181420.375000 Penalty: 2978.124023
	Iteration 47Q: 3 clusters Score -1181420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1181420.000000 Penalty: 2978.124023
	Iteration 48Q: 3 clusters Score -1181420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1181419.250000 Penalty: 2978.124023
	Iteration 49Q: 3 clusters Score -1181419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1181419.250000 Penalty: 2978.124023
	Iteration 50F: 3 clusters Score -1181419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Entering Unmasked Estep 
Score: -127957.195312 Penalty: 1149.268555
	Iteration 0F: 2 clusters Score -127957.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -126425.953125 Penalty: 2298.537109
	Iteration 0F: 3 clusters Score -126426 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -126787.585938 Penalty: 2298.537109
	Iteration 1F: 3 clusters Score -126787.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -126943.789062 Penalty: 2298.537109
	Iteration 2F: 3 clusters Score -126943.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -127029.546875 Penalty: 2298.537109
	Iteration 3F: 3 clusters Score -127029.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -127094.734375 Penalty: 2298.537109
	Iteration 4F: 3 clusters Score -127094.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -127144.343750 Penalty: 2298.537109
	Iteration 5Q: 3 clusters Score -127144.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -127174.968750 Penalty: 2298.537109
	Iteration 6Q: 3 clusters Score -127175 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -127207.359375 Penalty: 2298.537109
	Iteration 7Q: 3 clusters Score -127207.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -127240.171875 Penalty: 2298.537109
	Iteration 8Q: 3 clusters Score -127240.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -127275.171875 Penalty: 2298.537109
	Iteration 9Q: 3 clusters Score -127275.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -127303.148438 Penalty: 2298.537109
	Iteration 10Q: 3 clusters Score -127303.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -127319.031250 Penalty: 2298.537109
	Iteration 11Q: 3 clusters Score -127319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -127339.781250 Penalty: 2298.537109
	Iteration 12Q: 3 clusters Score -127339.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -127360.015625 Penalty: 2298.537109
	Iteration 13Q: 3 clusters Score -127360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -127377.273438 Penalty: 2298.537109
	Iteration 14Q: 3 clusters Score -127377.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -127383.250000 Penalty: 2298.537109
	Iteration 15Q: 3 clusters Score -127383.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -127384.382812 Penalty: 2298.537109
	Iteration 16Q: 3 clusters Score -127384.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -127389.140625 Penalty: 2298.537109
	Iteration 17Q: 3 clusters Score -127389.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -127393.000000 Penalty: 2298.537109
	Iteration 18Q: 3 clusters Score -127393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -127397.140625 Penalty: 2298.537109
	Iteration 19Q: 3 clusters Score -127397.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -127404.140625 Penalty: 2298.537109
	Iteration 20F: 3 clusters Score -127404.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -127408.125000 Penalty: 2298.537109
	Iteration 21Q: 3 clusters Score -127408.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -127410.390625 Penalty: 2298.537109
	Iteration 22Q: 3 clusters Score -127410.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -127410.898438 Penalty: 2298.537109
	Iteration 23Q: 3 clusters Score -127410.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -127411.476562 Penalty: 2298.537109
	Iteration 24Q: 3 clusters Score -127411.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -127411.476562 Penalty: 2298.537109
	Iteration 25F: 3 clusters Score -127411.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -11006.496094 Penalty: 927.405457
	Iteration 0F: 2 clusters Score -11006.5 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 158 members 
Entering Unmasked Estep 
Score: -10245.944336 Penalty: 1854.810913
	Iteration 0F: 3 clusters Score -10245.94 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10579.022461 Penalty: 1854.810913
	Iteration 1F: 3 clusters Score -10579.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -10726.947266 Penalty: 1854.810913
	Iteration 2F: 3 clusters Score -10726.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -10811.483398 Penalty: 1854.810913
	Iteration 3Q: 3 clusters Score -10811.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -10929.232422 Penalty: 1854.810913
	Iteration 4F: 3 clusters Score -10929.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11078.741211 Penalty: 1854.810913
	Iteration 5Q: 3 clusters Score -11078.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -11160.117188 Penalty: 1854.810913
	Iteration 6Q: 3 clusters Score -11160.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11344.343750 Penalty: 1854.810913
	Iteration 7Q: 3 clusters Score -11344.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -11439.708008 Penalty: 1854.810913
	Iteration 8Q: 3 clusters Score -11439.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -11462.874023 Penalty: 1854.810913
	Iteration 9Q: 3 clusters Score -11462.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -11476.864258 Penalty: 1854.810913
	Iteration 10Q: 3 clusters Score -11476.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11482.238281 Penalty: 1854.810913
	Iteration 11Q: 3 clusters Score -11482.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11484.680664 Penalty: 1854.810913
	Iteration 12Q: 3 clusters Score -11484.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11484.680664 Penalty: 1854.810913
	Iteration 13F: 3 clusters Score -11484.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 20380 members 
Mstep: Class 4 contains 13943 members 
Mstep: Class 5 contains 10042 members 
Mstep: Class 6 contains 6902 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 4570 members 
Mstep: Class 9 contains 4663 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 11 contains 13879 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 44569 members 
Mstep: Class 14 contains 46375 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 7272 members 
Mstep: Class 17 contains 108574 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 9620 members 
Mstep: Class 20 contains 39598 members 
Mstep: Class 21 contains 6772 members 
Mstep: Class 22 contains 640 members 
Mstep: Class 23 contains 78599 members 
Mstep: Class 24 contains 102007 members 
Mstep: Class 25 contains 72397 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 107369 members 
Mstep: Class 29 contains 4959 members 
Mstep: Class 30 contains 78370 members 
Mstep: Class 31 contains 97150 members 
Mstep: Class 32 contains 3132 members 
Mstep: Class 33 contains 1259 members 
Mstep: Class 34 contains 1103 members 
Mstep: Class 35 contains 9542 members 
Mstep: Class 36 contains 1179 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 2143 members 
Mstep: Class 39 contains 474 members 
Mstep: Class 40 contains 160 members 
Entering Unmasked Estep 
Score: -111763048.000000 Penalty: 89247.812500
Splitting cluster 37 changes total score from -111763856.000000 to -111763048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (2143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Entering Unmasked Estep 
Score: -263443.625000 Penalty: 1246.368774
	Iteration 0F: 2 clusters Score -263443.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -261250.796875 Penalty: 2492.737549
	Iteration 0F: 3 clusters Score -261250.8 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -261761.906250 Penalty: 2492.737549
	Iteration 1F: 3 clusters Score -261761.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -261936.265625 Penalty: 2492.737549
	Iteration 2F: 3 clusters Score -261936.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -262061.843750 Penalty: 2492.737549
	Iteration 3F: 3 clusters Score -262061.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -262157.593750 Penalty: 2492.737549
	Iteration 4Q: 3 clusters Score -262157.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -262238.218750 Penalty: 2492.737549
	Iteration 5Q: 3 clusters Score -262238.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -262291.250000 Penalty: 2492.737549
	Iteration 6Q: 3 clusters Score -262291.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -262331.031250 Penalty: 2492.737549
	Iteration 7Q: 3 clusters Score -262331 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -262377.500000 Penalty: 2492.737549
	Iteration 8Q: 3 clusters Score -262377.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -262412.312500 Penalty: 2492.737549
	Iteration 9Q: 3 clusters Score -262412.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -262450.562500 Penalty: 2492.737549
	Iteration 10Q: 3 clusters Score -262450.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -262494.531250 Penalty: 2492.737549
	Iteration 11Q: 3 clusters Score -262494.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -262536.187500 Penalty: 2492.737549
	Iteration 12Q: 3 clusters Score -262536.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -262576.468750 Penalty: 2492.737549
	Iteration 13Q: 3 clusters Score -262576.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -262614.937500 Penalty: 2492.737549
	Iteration 14Q: 3 clusters Score -262614.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -262639.906250 Penalty: 2492.737549
	Iteration 15Q: 3 clusters Score -262639.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -262657.125000 Penalty: 2492.737549
	Iteration 16Q: 3 clusters Score -262657.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -262667.656250 Penalty: 2492.737549
	Iteration 17Q: 3 clusters Score -262667.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -262674.406250 Penalty: 2492.737549
	Iteration 18Q: 3 clusters Score -262674.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -262680.312500 Penalty: 2492.737549
	Iteration 19Q: 3 clusters Score -262680.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -262686.000000 Penalty: 2492.737549
	Iteration 20F: 3 clusters Score -262686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -262689.312500 Penalty: 2492.737549
	Iteration 21Q: 3 clusters Score -262689.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -262692.531250 Penalty: 2492.737549
	Iteration 22Q: 3 clusters Score -262692.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -262695.781250 Penalty: 2492.737549
	Iteration 23Q: 3 clusters Score -262695.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -262700.656250 Penalty: 2492.737549
	Iteration 24Q: 3 clusters Score -262700.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -262706.562500 Penalty: 2492.737549
	Iteration 25Q: 3 clusters Score -262706.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -262717.031250 Penalty: 2492.737549
	Iteration 26Q: 3 clusters Score -262717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -262725.250000 Penalty: 2492.737549
	Iteration 27Q: 3 clusters Score -262725.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -262734.093750 Penalty: 2492.737549
	Iteration 28Q: 3 clusters Score -262734.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -262740.531250 Penalty: 2492.737549
	Iteration 29Q: 3 clusters Score -262740.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -262751.531250 Penalty: 2492.737549
	Iteration 30Q: 3 clusters Score -262751.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -262761.500000 Penalty: 2492.737549
	Iteration 31Q: 3 clusters Score -262761.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -262772.781250 Penalty: 2492.737549
	Iteration 32Q: 3 clusters Score -262772.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -262778.656250 Penalty: 2492.737549
	Iteration 33Q: 3 clusters Score -262778.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -262783.281250 Penalty: 2492.737549
	Iteration 34Q: 3 clusters Score -262783.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -262787.218750 Penalty: 2492.737549
	Iteration 35Q: 3 clusters Score -262787.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -262790.281250 Penalty: 2492.737549
	Iteration 36Q: 3 clusters Score -262790.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -262791.500000 Penalty: 2492.737549
	Iteration 37Q: 3 clusters Score -262791.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -262792.343750 Penalty: 2492.737549
	Iteration 38Q: 3 clusters Score -262792.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -262792.343750 Penalty: 2492.737549
	Iteration 39F: 3 clusters Score -262792.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -54424.304688 Penalty: 1001.196167
	Iteration 0F: 2 clusters Score -54424.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -53410.300781 Penalty: 2002.392334
	Iteration 0F: 3 clusters Score -53410.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -53589.972656 Penalty: 2002.392334
	Iteration 1F: 3 clusters Score -53589.97 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -53646.144531 Penalty: 2002.392334
	Iteration 2F: 3 clusters Score -53646.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -53690.792969 Penalty: 2002.392334
	Iteration 3Q: 3 clusters Score -53690.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -53741.125000 Penalty: 2002.392334
	Iteration 4Q: 3 clusters Score -53741.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -53773.117188 Penalty: 2002.392334
	Iteration 5Q: 3 clusters Score -53773.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -53799.742188 Penalty: 2002.392334
	Iteration 6Q: 3 clusters Score -53799.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -53815.933594 Penalty: 2002.392334
	Iteration 7Q: 3 clusters Score -53815.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -53835.796875 Penalty: 2002.392334
	Iteration 8Q: 3 clusters Score -53835.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -53848.183594 Penalty: 2002.392334
	Iteration 9Q: 3 clusters Score -53848.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -53883.656250 Penalty: 2002.392334
	Iteration 10Q: 3 clusters Score -53883.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -53921.136719 Penalty: 2002.392334
	Iteration 11Q: 3 clusters Score -53921.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -53957.359375 Penalty: 2002.392334
	Iteration 12Q: 3 clusters Score -53957.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53986.042969 Penalty: 2002.392334
	Iteration 13Q: 3 clusters Score -53986.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -54013.921875 Penalty: 2002.392334
	Iteration 14Q: 3 clusters Score -54013.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -54042.218750 Penalty: 2002.392334
	Iteration 15Q: 3 clusters Score -54042.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -54071.562500 Penalty: 2002.392334
	Iteration 16Q: 3 clusters Score -54071.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -54079.160156 Penalty: 2002.392334
	Iteration 17Q: 3 clusters Score -54079.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -54079.160156 Penalty: 2002.392334
	Iteration 18F: 3 clusters Score -54079.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 20380 members 
Mstep: Class 4 contains 13943 members 
Mstep: Class 5 contains 10042 members 
Mstep: Class 6 contains 6902 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 4570 members 
Mstep: Class 9 contains 4663 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 11 contains 13879 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 44569 members 
Mstep: Class 14 contains 46375 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 7272 members 
Mstep: Class 17 contains 108574 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 9620 members 
Mstep: Class 20 contains 39598 members 
Mstep: Class 21 contains 6772 members 
Mstep: Class 22 contains 640 members 
Mstep: Class 23 contains 78599 members 
Mstep: Class 24 contains 102007 members 
Mstep: Class 25 contains 72397 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 107369 members 
Mstep: Class 29 contains 4959 members 
Mstep: Class 30 contains 78370 members 
Mstep: Class 31 contains 97150 members 
Mstep: Class 32 contains 3132 members 
Mstep: Class 34 contains 1103 members 
Mstep: Class 35 contains 9542 members 
Mstep: Class 36 contains 1179 members 
Mstep: Class 37 contains 301 members 
Mstep: Class 38 contains 2143 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111764088.000000 Penalty: 87016.617188
Iteration 119Q: 40 clusters Score -1.117641e+08 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 20417 members 
Mstep: Class 4 contains 13996 members 
Mstep: Class 5 contains 10031 members 
Mstep: Class 6 contains 6893 members 
Mstep: Class 7 contains 943 members 
Mstep: Class 8 contains 4513 members 
Mstep: Class 9 contains 4639 members 
Mstep: Class 10 contains 1467 members 
Mstep: Class 11 contains 13893 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 44531 members 
Mstep: Class 14 contains 46304 members 
Mstep: Class 15 contains 9328 members 
Mstep: Class 16 contains 7464 members 
Mstep: Class 17 contains 108593 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 9607 members 
Mstep: Class 20 contains 39817 members 
Mstep: Class 21 contains 6778 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 78616 members 
Mstep: Class 24 contains 101911 members 
Mstep: Class 25 contains 72609 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 107169 members 
Mstep: Class 29 contains 4960 members 
Mstep: Class 30 contains 78229 members 
Mstep: Class 31 contains 97032 members 
Mstep: Class 32 contains 3130 members 
Mstep: Class 33 contains 1249 members 
Mstep: Class 34 contains 1104 members 
Mstep: Class 35 contains 9540 members 
Mstep: Class 36 contains 1178 members 
Mstep: Class 37 contains 301 members 
Mstep: Class 38 contains 2166 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111764600.000000 Penalty: 87016.617188
Iteration 120F: 40 clusters Score -1.117646e+08 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 727 members 
Mstep: Class 3 contains 20451 members 
Mstep: Class 4 contains 14032 members 
Mstep: Class 5 contains 10021 members 
Mstep: Class 6 contains 6893 members 
Mstep: Class 7 contains 945 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 4608 members 
Mstep: Class 10 contains 1468 members 
Mstep: Class 11 contains 13891 members 
Mstep: Class 12 contains 360 members 
Mstep: Class 13 contains 44513 members 
Mstep: Class 14 contains 46247 members 
Mstep: Class 15 contains 9318 members 
Mstep: Class 16 contains 7629 members 
Mstep: Class 17 contains 108625 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 9599 members 
Mstep: Class 20 contains 40038 members 
Mstep: Class 21 contains 6779 members 
Mstep: Class 22 contains 642 members 
Mstep: Class 23 contains 78654 members 
Mstep: Class 24 contains 101804 members 
Mstep: Class 25 contains 72776 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 106935 members 
Mstep: Class 29 contains 4956 members 
Mstep: Class 30 contains 78155 members 
Mstep: Class 31 contains 96902 members 
Mstep: Class 32 contains 3134 members 
Mstep: Class 33 contains 1294 members 
Mstep: Class 34 contains 1103 members 
Mstep: Class 35 contains 9532 members 
Mstep: Class 36 contains 1178 members 
Mstep: Class 37 contains 312 members 
Mstep: Class 38 contains 2168 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111765288.000000 Penalty: 87016.617188
Iteration 121Q: 40 clusters Score -1.117653e+08 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 20488 members 
Mstep: Class 4 contains 14053 members 
Mstep: Class 5 contains 10003 members 
Mstep: Class 6 contains 6900 members 
Mstep: Class 7 contains 945 members 
Mstep: Class 8 contains 4438 members 
Mstep: Class 9 contains 4587 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 11 contains 13893 members 
Mstep: Class 12 contains 357 members 
Mstep: Class 13 contains 44481 members 
Mstep: Class 14 contains 46207 members 
Mstep: Class 15 contains 9311 members 
Mstep: Class 16 contains 7760 members 
Mstep: Class 17 contains 108611 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 9588 members 
Mstep: Class 20 contains 40288 members 
Mstep: Class 21 contains 6781 members 
Mstep: Class 22 contains 639 members 
Mstep: Class 23 contains 78712 members 
Mstep: Class 24 contains 101659 members 
Mstep: Class 25 contains 72959 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 304 members 
Mstep: Class 28 contains 106755 members 
Mstep: Class 29 contains 4954 members 
Mstep: Class 30 contains 78077 members 
Mstep: Class 31 contains 96805 members 
Mstep: Class 32 contains 3137 members 
Mstep: Class 33 contains 1317 members 
Mstep: Class 34 contains 1102 members 
Mstep: Class 35 contains 9525 members 
Mstep: Class 36 contains 1181 members 
Mstep: Class 37 contains 320 members 
Mstep: Class 38 contains 2172 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111765616.000000 Penalty: 87016.617188
Iteration 122Q: 40 clusters Score -1.117656e+08 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 20543 members 
Mstep: Class 4 contains 14075 members 
Mstep: Class 5 contains 9998 members 
Mstep: Class 6 contains 6897 members 
Mstep: Class 7 contains 945 members 
Mstep: Class 8 contains 4405 members 
Mstep: Class 9 contains 4568 members 
Mstep: Class 10 contains 1459 members 
Mstep: Class 11 contains 13892 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 44465 members 
Mstep: Class 14 contains 46156 members 
Mstep: Class 15 contains 9304 members 
Mstep: Class 16 contains 7860 members 
Mstep: Class 17 contains 108593 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 9583 members 
Mstep: Class 20 contains 40536 members 
Mstep: Class 21 contains 6780 members 
Mstep: Class 22 contains 640 members 
Mstep: Class 23 contains 78719 members 
Mstep: Class 24 contains 101535 members 
Mstep: Class 25 contains 73118 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 304 members 
Mstep: Class 28 contains 106634 members 
Mstep: Class 29 contains 4952 members 
Mstep: Class 30 contains 78004 members 
Mstep: Class 31 contains 96703 members 
Mstep: Class 32 contains 3139 members 
Mstep: Class 33 contains 1337 members 
Mstep: Class 34 contains 1103 members 
Mstep: Class 35 contains 9527 members 
Mstep: Class 36 contains 1179 members 
Mstep: Class 37 contains 322 members 
Mstep: Class 38 contains 2167 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111766192.000000 Penalty: 87016.617188
Iteration 123Q: 40 clusters Score -1.117662e+08 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 20589 members 
Mstep: Class 4 contains 14123 members 
Mstep: Class 5 contains 9998 members 
Mstep: Class 6 contains 6891 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4389 members 
Mstep: Class 9 contains 4530 members 
Mstep: Class 10 contains 1458 members 
Mstep: Class 11 contains 13890 members 
Mstep: Class 12 contains 354 members 
Mstep: Class 13 contains 44456 members 
Mstep: Class 14 contains 46092 members 
Mstep: Class 15 contains 9303 members 
Mstep: Class 16 contains 7961 members 
Mstep: Class 17 contains 108561 members 
Mstep: Class 18 contains 3428 members 
Mstep: Class 19 contains 9579 members 
Mstep: Class 20 contains 40785 members 
Mstep: Class 21 contains 6781 members 
Mstep: Class 22 contains 639 members 
Mstep: Class 23 contains 78745 members 
Mstep: Class 24 contains 101427 members 
Mstep: Class 25 contains 73251 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 106534 members 
Mstep: Class 29 contains 4951 members 
Mstep: Class 30 contains 77933 members 
Mstep: Class 31 contains 96571 members 
Mstep: Class 32 contains 3137 members 
Mstep: Class 33 contains 1349 members 
Mstep: Class 34 contains 1107 members 
Mstep: Class 35 contains 9532 members 
Mstep: Class 36 contains 1178 members 
Mstep: Class 37 contains 325 members 
Mstep: Class 38 contains 2162 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111766400.000000 Penalty: 87016.617188
Iteration 124Q: 40 clusters Score -1.117664e+08 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 721 members 
Mstep: Class 3 contains 20630 members 
Mstep: Class 4 contains 14152 members 
Mstep: Class 5 contains 9998 members 
Mstep: Class 6 contains 6881 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4365 members 
Mstep: Class 9 contains 4463 members 
Mstep: Class 10 contains 1457 members 
Mstep: Class 11 contains 13886 members 
Mstep: Class 12 contains 354 members 
Mstep: Class 13 contains 44433 members 
Mstep: Class 14 contains 46014 members 
Mstep: Class 15 contains 9302 members 
Mstep: Class 16 contains 8077 members 
Mstep: Class 17 contains 108607 members 
Mstep: Class 18 contains 3426 members 
Mstep: Class 19 contains 9589 members 
Mstep: Class 20 contains 40987 members 
Mstep: Class 21 contains 6777 members 
Mstep: Class 22 contains 639 members 
Mstep: Class 23 contains 78737 members 
Mstep: Class 24 contains 101375 members 
Mstep: Class 25 contains 73357 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 305 members 
Mstep: Class 28 contains 106410 members 
Mstep: Class 29 contains 4949 members 
Mstep: Class 30 contains 77894 members 
Mstep: Class 31 contains 96471 members 
Mstep: Class 32 contains 3135 members 
Mstep: Class 33 contains 1358 members 
Mstep: Class 34 contains 1111 members 
Mstep: Class 35 contains 9536 members 
Mstep: Class 36 contains 1179 members 
Mstep: Class 37 contains 324 members 
Mstep: Class 38 contains 2160 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111766192.000000 Penalty: 87016.617188
Iteration 125Q: 40 clusters Score -1.117662e+08 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 718 members 
Mstep: Class 3 contains 20680 members 
Mstep: Class 4 contains 14182 members 
Mstep: Class 5 contains 9995 members 
Mstep: Class 6 contains 6872 members 
Mstep: Class 7 contains 945 members 
Mstep: Class 8 contains 4356 members 
Mstep: Class 9 contains 4398 members 
Mstep: Class 10 contains 1454 members 
Mstep: Class 11 contains 13882 members 
Mstep: Class 12 contains 354 members 
Mstep: Class 13 contains 44419 members 
Mstep: Class 14 contains 45928 members 
Mstep: Class 15 contains 9302 members 
Mstep: Class 16 contains 8183 members 
Mstep: Class 17 contains 108618 members 
Mstep: Class 18 contains 3424 members 
Mstep: Class 19 contains 9604 members 
Mstep: Class 20 contains 41206 members 
Mstep: Class 21 contains 6775 members 
Mstep: Class 22 contains 638 members 
Mstep: Class 23 contains 78753 members 
Mstep: Class 24 contains 101258 members 
Mstep: Class 25 contains 73465 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 305 members 
Mstep: Class 28 contains 106341 members 
Mstep: Class 29 contains 4948 members 
Mstep: Class 30 contains 77835 members 
Mstep: Class 31 contains 96380 members 
Mstep: Class 32 contains 3138 members 
Mstep: Class 33 contains 1371 members 
Mstep: Class 34 contains 1117 members 
Mstep: Class 35 contains 9534 members 
Mstep: Class 36 contains 1179 members 
Mstep: Class 37 contains 324 members 
Mstep: Class 38 contains 2156 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111766632.000000 Penalty: 87016.617188
Iteration 126Q: 40 clusters Score -1.117666e+08 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 717 members 
Mstep: Class 3 contains 20739 members 
Mstep: Class 4 contains 14220 members 
Mstep: Class 5 contains 9996 members 
Mstep: Class 6 contains 6864 members 
Mstep: Class 7 contains 948 members 
Mstep: Class 8 contains 4357 members 
Mstep: Class 9 contains 4344 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 11 contains 13882 members 
Mstep: Class 12 contains 354 members 
Mstep: Class 13 contains 44404 members 
Mstep: Class 14 contains 45837 members 
Mstep: Class 15 contains 9299 members 
Mstep: Class 16 contains 8278 members 
Mstep: Class 17 contains 108634 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 9615 members 
Mstep: Class 20 contains 41431 members 
Mstep: Class 21 contains 6771 members 
Mstep: Class 22 contains 638 members 
Mstep: Class 23 contains 78747 members 
Mstep: Class 24 contains 101152 members 
Mstep: Class 25 contains 73556 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 305 members 
Mstep: Class 28 contains 106277 members 
Mstep: Class 29 contains 4945 members 
Mstep: Class 30 contains 77810 members 
Mstep: Class 31 contains 96256 members 
Mstep: Class 32 contains 3141 members 
Mstep: Class 33 contains 1382 members 
Mstep: Class 34 contains 1117 members 
Mstep: Class 35 contains 9531 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 324 members 
Mstep: Class 38 contains 2157 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111767032.000000 Penalty: 87016.617188
Iteration 127Q: 40 clusters Score -1.11767e+08 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 716 members 
Mstep: Class 3 contains 20786 members 
Mstep: Class 4 contains 14283 members 
Mstep: Class 5 contains 9989 members 
Mstep: Class 6 contains 6858 members 
Mstep: Class 7 contains 952 members 
Mstep: Class 8 contains 4350 members 
Mstep: Class 9 contains 4324 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 11 contains 13880 members 
Mstep: Class 12 contains 354 members 
Mstep: Class 13 contains 44392 members 
Mstep: Class 14 contains 45759 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 8345 members 
Mstep: Class 17 contains 108587 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 9633 members 
Mstep: Class 20 contains 41615 members 
Mstep: Class 21 contains 6769 members 
Mstep: Class 22 contains 637 members 
Mstep: Class 23 contains 78727 members 
Mstep: Class 24 contains 101012 members 
Mstep: Class 25 contains 73637 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 305 members 
Mstep: Class 28 contains 106311 members 
Mstep: Class 29 contains 4944 members 
Mstep: Class 30 contains 77762 members 
Mstep: Class 31 contains 96155 members 
Mstep: Class 32 contains 3144 members 
Mstep: Class 33 contains 1392 members 
Mstep: Class 34 contains 1116 members 
Mstep: Class 35 contains 9535 members 
Mstep: Class 36 contains 1175 members 
Mstep: Class 37 contains 324 members 
Mstep: Class 38 contains 2157 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111767240.000000 Penalty: 87016.617188
Iteration 128Q: 40 clusters Score -1.117672e+08 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 713 members 
Mstep: Class 3 contains 20839 members 
Mstep: Class 4 contains 14330 members 
Mstep: Class 5 contains 9992 members 
Mstep: Class 6 contains 6857 members 
Mstep: Class 7 contains 953 members 
Mstep: Class 8 contains 4338 members 
Mstep: Class 9 contains 4331 members 
Mstep: Class 10 contains 1450 members 
Mstep: Class 11 contains 13876 members 
Mstep: Class 12 contains 354 members 
Mstep: Class 13 contains 44372 members 
Mstep: Class 14 contains 45671 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 8383 members 
Mstep: Class 17 contains 108584 members 
Mstep: Class 18 contains 3418 members 
Mstep: Class 19 contains 9646 members 
Mstep: Class 20 contains 41783 members 
Mstep: Class 21 contains 6767 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 78704 members 
Mstep: Class 24 contains 100876 members 
Mstep: Class 25 contains 73717 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 305 members 
Mstep: Class 28 contains 106330 members 
Mstep: Class 29 contains 4945 members 
Mstep: Class 30 contains 77729 members 
Mstep: Class 31 contains 96066 members 
Mstep: Class 32 contains 3148 members 
Mstep: Class 33 contains 1401 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 9533 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 324 members 
Mstep: Class 38 contains 2157 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111767304.000000 Penalty: 87016.617188
Iteration 129Q: 40 clusters Score -1.117673e+08 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 712 members 
Mstep: Class 3 contains 20868 members 
Mstep: Class 4 contains 14376 members 
Mstep: Class 5 contains 9995 members 
Mstep: Class 6 contains 6852 members 
Mstep: Class 7 contains 953 members 
Mstep: Class 8 contains 4315 members 
Mstep: Class 9 contains 4349 members 
Mstep: Class 10 contains 1450 members 
Mstep: Class 11 contains 13873 members 
Mstep: Class 12 contains 354 members 
Mstep: Class 13 contains 44315 members 
Mstep: Class 14 contains 45601 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 8409 members 
Mstep: Class 17 contains 108598 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 9659 members 
Mstep: Class 20 contains 41979 members 
Mstep: Class 21 contains 6772 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 78682 members 
Mstep: Class 24 contains 100761 members 
Mstep: Class 25 contains 73804 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 305 members 
Mstep: Class 28 contains 106341 members 
Mstep: Class 29 contains 4946 members 
Mstep: Class 30 contains 77701 members 
Mstep: Class 31 contains 95953 members 
Mstep: Class 32 contains 3152 members 
Mstep: Class 33 contains 1409 members 
Mstep: Class 34 contains 1112 members 
Mstep: Class 35 contains 9533 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 324 members 
Mstep: Class 38 contains 2155 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111767568.000000 Penalty: 87016.617188
Iteration 130Q: 40 clusters Score -1.117676e+08 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 709 members 
Mstep: Class 3 contains 20907 members 
Mstep: Class 4 contains 14394 members 
Mstep: Class 5 contains 9999 members 
Mstep: Class 6 contains 6842 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4290 members 
Mstep: Class 9 contains 4377 members 
Mstep: Class 10 contains 1450 members 
Mstep: Class 11 contains 13873 members 
Mstep: Class 12 contains 354 members 
Mstep: Class 13 contains 44262 members 
Mstep: Class 14 contains 45549 members 
Mstep: Class 15 contains 9299 members 
Mstep: Class 16 contains 8431 members 
Mstep: Class 17 contains 108554 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 9671 members 
Mstep: Class 20 contains 42158 members 
Mstep: Class 21 contains 6774 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 78642 members 
Mstep: Class 24 contains 100660 members 
Mstep: Class 25 contains 73918 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 305 members 
Mstep: Class 28 contains 106376 members 
Mstep: Class 29 contains 4945 members 
Mstep: Class 30 contains 77672 members 
Mstep: Class 31 contains 95883 members 
Mstep: Class 32 contains 3151 members 
Mstep: Class 33 contains 1416 members 
Mstep: Class 34 contains 1112 members 
Mstep: Class 35 contains 9531 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 324 members 
Mstep: Class 38 contains 2156 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111767664.000000 Penalty: 87016.617188
Iteration 131Q: 40 clusters Score -1.117677e+08 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 20953 members 
Mstep: Class 4 contains 14406 members 
Mstep: Class 5 contains 10000 members 
Mstep: Class 6 contains 6840 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4273 members 
Mstep: Class 9 contains 4398 members 
Mstep: Class 10 contains 1449 members 
Mstep: Class 11 contains 13870 members 
Mstep: Class 12 contains 354 members 
Mstep: Class 13 contains 44217 members 
Mstep: Class 14 contains 45528 members 
Mstep: Class 15 contains 9300 members 
Mstep: Class 16 contains 8440 members 
Mstep: Class 17 contains 108497 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 9681 members 
Mstep: Class 20 contains 42330 members 
Mstep: Class 21 contains 6776 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 78589 members 
Mstep: Class 24 contains 100602 members 
Mstep: Class 25 contains 74021 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 305 members 
Mstep: Class 28 contains 106365 members 
Mstep: Class 29 contains 4945 members 
Mstep: Class 30 contains 77627 members 
Mstep: Class 31 contains 95822 members 
Mstep: Class 32 contains 3152 members 
Mstep: Class 33 contains 1425 members 
Mstep: Class 34 contains 1112 members 
Mstep: Class 35 contains 9531 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 324 members 
Mstep: Class 38 contains 2162 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111767968.000000 Penalty: 87016.617188
Iteration 132Q: 40 clusters Score -1.11768e+08 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 20983 members 
Mstep: Class 4 contains 14426 members 
Mstep: Class 5 contains 10008 members 
Mstep: Class 6 contains 6838 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 4262 members 
Mstep: Class 9 contains 4414 members 
Mstep: Class 10 contains 1449 members 
Mstep: Class 11 contains 13875 members 
Mstep: Class 12 contains 354 members 
Mstep: Class 13 contains 44182 members 
Mstep: Class 14 contains 45497 members 
Mstep: Class 15 contains 9299 members 
Mstep: Class 16 contains 8452 members 
Mstep: Class 17 contains 108463 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 9691 members 
Mstep: Class 20 contains 42484 members 
Mstep: Class 21 contains 6778 members 
Mstep: Class 22 contains 634 members 
Mstep: Class 23 contains 78532 members 
Mstep: Class 24 contains 100550 members 
Mstep: Class 25 contains 74107 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 305 members 
Mstep: Class 28 contains 106330 members 
Mstep: Class 29 contains 4946 members 
Mstep: Class 30 contains 77607 members 
Mstep: Class 31 contains 95769 members 
Mstep: Class 32 contains 3152 members 
Mstep: Class 33 contains 1433 members 
Mstep: Class 34 contains 1109 members 
Mstep: Class 35 contains 9533 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 324 members 
Mstep: Class 38 contains 2164 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111768064.000000 Penalty: 87016.617188
Iteration 133Q: 40 clusters Score -1.117681e+08 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 21008 members 
Mstep: Class 4 contains 14453 members 
Mstep: Class 5 contains 10013 members 
Mstep: Class 6 contains 6834 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4244 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 11 contains 13880 members 
Mstep: Class 12 contains 354 members 
Mstep: Class 13 contains 44140 members 
Mstep: Class 14 contains 45480 members 
Mstep: Class 15 contains 9299 members 
Mstep: Class 16 contains 8466 members 
Mstep: Class 17 contains 108441 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 9700 members 
Mstep: Class 20 contains 42617 members 
Mstep: Class 21 contains 6777 members 
Mstep: Class 22 contains 633 members 
Mstep: Class 23 contains 78494 members 
Mstep: Class 24 contains 100496 members 
Mstep: Class 25 contains 74185 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 305 members 
Mstep: Class 28 contains 106311 members 
Mstep: Class 29 contains 4945 members 
Mstep: Class 30 contains 77581 members 
Mstep: Class 31 contains 95722 members 
Mstep: Class 32 contains 3150 members 
Mstep: Class 33 contains 1438 members 
Mstep: Class 34 contains 1106 members 
Mstep: Class 35 contains 9530 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 324 members 
Mstep: Class 38 contains 2163 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111768016.000000 Penalty: 87016.617188
Iteration 134Q: 40 clusters Score -1.11768e+08 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 21042 members 
Mstep: Class 4 contains 14476 members 
Mstep: Class 5 contains 10011 members 
Mstep: Class 6 contains 6828 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4227 members 
Mstep: Class 9 contains 4433 members 
Mstep: Class 10 contains 1449 members 
Mstep: Class 11 contains 13886 members 
Mstep: Class 12 contains 354 members 
Mstep: Class 13 contains 44112 members 
Mstep: Class 14 contains 45472 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 8477 members 
Mstep: Class 17 contains 108417 members 
Mstep: Class 18 contains 3406 members 
Mstep: Class 19 contains 9707 members 
Mstep: Class 20 contains 42763 members 
Mstep: Class 21 contains 6779 members 
Mstep: Class 22 contains 632 members 
Mstep: Class 23 contains 78472 members 
Mstep: Class 24 contains 100426 members 
Mstep: Class 25 contains 74256 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 305 members 
Mstep: Class 28 contains 106271 members 
Mstep: Class 29 contains 4945 members 
Mstep: Class 30 contains 77580 members 
Mstep: Class 31 contains 95651 members 
Mstep: Class 32 contains 3147 members 
Mstep: Class 33 contains 1444 members 
Mstep: Class 34 contains 1103 members 
Mstep: Class 35 contains 9530 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 324 members 
Mstep: Class 38 contains 2161 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111768016.000000 Penalty: 87016.617188
Iteration 135Q: 40 clusters Score -1.11768e+08 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 21082 members 
Mstep: Class 4 contains 14506 members 
Mstep: Class 5 contains 10015 members 
Mstep: Class 6 contains 6826 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4205 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 1450 members 
Mstep: Class 11 contains 13888 members 
Mstep: Class 12 contains 354 members 
Mstep: Class 13 contains 44093 members 
Mstep: Class 14 contains 45460 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 8484 members 
Mstep: Class 17 contains 108378 members 
Mstep: Class 18 contains 3405 members 
Mstep: Class 19 contains 9716 members 
Mstep: Class 20 contains 42884 members 
Mstep: Class 21 contains 6781 members 
Mstep: Class 22 contains 631 members 
Mstep: Class 23 contains 78469 members 
Mstep: Class 24 contains 100335 members 
Mstep: Class 25 contains 74332 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 305 members 
Mstep: Class 28 contains 106252 members 
Mstep: Class 29 contains 4943 members 
Mstep: Class 30 contains 77584 members 
Mstep: Class 31 contains 95572 members 
Mstep: Class 32 contains 3149 members 
Mstep: Class 33 contains 1448 members 
Mstep: Class 34 contains 1099 members 
Mstep: Class 35 contains 9526 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 324 members 
Mstep: Class 38 contains 2159 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111767968.000000 Penalty: 87016.617188
Iteration 136Q: 40 clusters Score -1.11768e+08 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 21112 members 
Mstep: Class 4 contains 14523 members 
Mstep: Class 5 contains 10012 members 
Mstep: Class 6 contains 6830 members 
Mstep: Class 7 contains 945 members 
Mstep: Class 8 contains 4186 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 1450 members 
Mstep: Class 11 contains 13896 members 
Mstep: Class 12 contains 354 members 
Mstep: Class 13 contains 44072 members 
Mstep: Class 14 contains 45444 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 8484 members 
Mstep: Class 17 contains 108347 members 
Mstep: Class 18 contains 3403 members 
Mstep: Class 19 contains 9725 members 
Mstep: Class 20 contains 43008 members 
Mstep: Class 21 contains 6783 members 
Mstep: Class 22 contains 631 members 
Mstep: Class 23 contains 78464 members 
Mstep: Class 24 contains 100298 members 
Mstep: Class 25 contains 74414 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 305 members 
Mstep: Class 28 contains 106200 members 
Mstep: Class 29 contains 4941 members 
Mstep: Class 30 contains 77578 members 
Mstep: Class 31 contains 95501 members 
Mstep: Class 32 contains 3150 members 
Mstep: Class 33 contains 1450 members 
Mstep: Class 34 contains 1096 members 
Mstep: Class 35 contains 9523 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 324 members 
Mstep: Class 38 contains 2158 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111767896.000000 Penalty: 87016.617188
Iteration 137Q: 40 clusters Score -1.117679e+08 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 21137 members 
Mstep: Class 4 contains 14566 members 
Mstep: Class 5 contains 10007 members 
Mstep: Class 6 contains 6834 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4159 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 1450 members 
Mstep: Class 11 contains 13900 members 
Mstep: Class 12 contains 354 members 
Mstep: Class 13 contains 44040 members 
Mstep: Class 14 contains 45443 members 
Mstep: Class 15 contains 9296 members 
Mstep: Class 16 contains 8495 members 
Mstep: Class 17 contains 108290 members 
Mstep: Class 18 contains 3401 members 
Mstep: Class 19 contains 9732 members 
Mstep: Class 20 contains 43143 members 
Mstep: Class 21 contains 6783 members 
Mstep: Class 22 contains 632 members 
Mstep: Class 23 contains 78458 members 
Mstep: Class 24 contains 100225 members 
Mstep: Class 25 contains 74486 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 305 members 
Mstep: Class 28 contains 106180 members 
Mstep: Class 29 contains 4942 members 
Mstep: Class 30 contains 77568 members 
Mstep: Class 31 contains 95442 members 
Mstep: Class 32 contains 3150 members 
Mstep: Class 33 contains 1450 members 
Mstep: Class 34 contains 1092 members 
Mstep: Class 35 contains 9520 members 
Mstep: Class 36 contains 1162 members 
Mstep: Class 37 contains 324 members 
Mstep: Class 38 contains 2155 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111768072.000000 Penalty: 87016.617188
Iteration 138Q: 40 clusters Score -1.117681e+08 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21163 members 
Mstep: Class 4 contains 14605 members 
Mstep: Class 5 contains 9998 members 
Mstep: Class 6 contains 6838 members 
Mstep: Class 7 contains 945 members 
Mstep: Class 8 contains 4145 members 
Mstep: Class 9 contains 4440 members 
Mstep: Class 10 contains 1450 members 
Mstep: Class 11 contains 13897 members 
Mstep: Class 12 contains 354 members 
Mstep: Class 13 contains 43991 members 
Mstep: Class 14 contains 45452 members 
Mstep: Class 15 contains 9295 members 
Mstep: Class 16 contains 8504 members 
Mstep: Class 17 contains 108247 members 
Mstep: Class 18 contains 3400 members 
Mstep: Class 19 contains 9735 members 
Mstep: Class 20 contains 43304 members 
Mstep: Class 21 contains 6781 members 
Mstep: Class 22 contains 631 members 
Mstep: Class 23 contains 78458 members 
Mstep: Class 24 contains 100164 members 
Mstep: Class 25 contains 74532 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 305 members 
Mstep: Class 28 contains 106127 members 
Mstep: Class 29 contains 4943 members 
Mstep: Class 30 contains 77585 members 
Mstep: Class 31 contains 95365 members 
Mstep: Class 32 contains 3150 members 
Mstep: Class 33 contains 1452 members 
Mstep: Class 34 contains 1091 members 
Mstep: Class 35 contains 9520 members 
Mstep: Class 36 contains 1161 members 
Mstep: Class 37 contains 324 members 
Mstep: Class 38 contains 2156 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111768288.000000 Penalty: 87016.617188
Iteration 139Q: 40 clusters Score -1.117683e+08 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21187 members 
Mstep: Class 4 contains 14644 members 
Mstep: Class 5 contains 9991 members 
Mstep: Class 6 contains 6840 members 
Mstep: Class 7 contains 945 members 
Mstep: Class 8 contains 4131 members 
Mstep: Class 9 contains 4446 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 11 contains 13892 members 
Mstep: Class 12 contains 354 members 
Mstep: Class 13 contains 43941 members 
Mstep: Class 14 contains 45451 members 
Mstep: Class 15 contains 9293 members 
Mstep: Class 16 contains 8508 members 
Mstep: Class 17 contains 108219 members 
Mstep: Class 18 contains 3406 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 43423 members 
Mstep: Class 21 contains 6777 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 78438 members 
Mstep: Class 24 contains 100113 members 
Mstep: Class 25 contains 74571 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 305 members 
Mstep: Class 28 contains 106116 members 
Mstep: Class 29 contains 4943 members 
Mstep: Class 30 contains 77564 members 
Mstep: Class 31 contains 95339 members 
Mstep: Class 32 contains 3151 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 1091 members 
Mstep: Class 35 contains 9523 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 324 members 
Mstep: Class 38 contains 2157 members 
Mstep: Class 39 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111768224.000000 Penalty: 87016.617188
Iteration 140F: 40 clusters Score -1.117682e+08 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21215 members 
Mstep: Class 4 contains 14683 members 
Mstep: Class 5 contains 9982 members 
Mstep: Class 6 contains 6842 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4124 members 
Mstep: Class 9 contains 4447 members 
Mstep: Class 10 contains 1452 members 
Mstep: Class 11 contains 13893 members 
Mstep: Class 12 contains 354 members 
Mstep: Class 13 contains 43882 members 
Mstep: Class 14 contains 45448 members 
Mstep: Class 15 contains 9293 members 
Mstep: Class 16 contains 8518 members 
Mstep: Class 17 contains 108201 members 
Mstep: Class 18 contains 3401 members 
Mstep: Class 19 contains 9747 members 
Mstep: Class 20 contains 43560 members 
Mstep: Class 21 contains 6775 members 
Mstep: Class 22 contains 631 members 
Mstep: Class 23 contains 78444 members 
Mstep: Class 24 contains 100058 members 
Mstep: Class 25 contains 74585 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 304 members 
Mstep: Class 28 contains 106054 members 
Mstep: Class 29 contains 4943 members 
Mstep: Class 30 contains 77543 members 
Mstep: Class 31 contains 95335 members 
Mstep: Class 32 contains 3152 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 1090 members 
Mstep: Class 35 contains 9530 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 332 members 
Mstep: Class 38 contains 2153 members 
Mstep: Class 39 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111768304.000000 Penalty: 87016.617188
Iteration 141Q: 40 clusters Score -1.117683e+08 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 21231 members 
Mstep: Class 4 contains 14716 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 6836 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4121 members 
Mstep: Class 9 contains 4452 members 
Mstep: Class 10 contains 1452 members 
Mstep: Class 11 contains 13895 members 
Mstep: Class 12 contains 354 members 
Mstep: Class 13 contains 43808 members 
Mstep: Class 14 contains 45442 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 8522 members 
Mstep: Class 17 contains 108220 members 
Mstep: Class 18 contains 3402 members 
Mstep: Class 19 contains 9750 members 
Mstep: Class 20 contains 43724 members 
Mstep: Class 21 contains 6776 members 
Mstep: Class 22 contains 631 members 
Mstep: Class 23 contains 78462 members 
Mstep: Class 24 contains 100007 members 
Mstep: Class 25 contains 74604 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 304 members 
Mstep: Class 28 contains 105999 members 
Mstep: Class 29 contains 4945 members 
Mstep: Class 30 contains 77516 members 
Mstep: Class 31 contains 95276 members 
Mstep: Class 32 contains 3152 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 1090 members 
Mstep: Class 35 contains 9530 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 338 members 
Mstep: Class 38 contains 2153 members 
Mstep: Class 39 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111768440.000000 Penalty: 87016.617188
Iteration 142Q: 40 clusters Score -1.117684e+08 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 21246 members 
Mstep: Class 4 contains 14740 members 
Mstep: Class 5 contains 9982 members 
Mstep: Class 6 contains 6834 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4115 members 
Mstep: Class 9 contains 4454 members 
Mstep: Class 10 contains 1452 members 
Mstep: Class 11 contains 13894 members 
Mstep: Class 12 contains 354 members 
Mstep: Class 13 contains 43758 members 
Mstep: Class 14 contains 45445 members 
Mstep: Class 15 contains 9293 members 
Mstep: Class 16 contains 8523 members 
Mstep: Class 17 contains 108213 members 
Mstep: Class 18 contains 3403 members 
Mstep: Class 19 contains 9756 members 
Mstep: Class 20 contains 43873 members 
Mstep: Class 21 contains 6774 members 
Mstep: Class 22 contains 631 members 
Mstep: Class 23 contains 78465 members 
Mstep: Class 24 contains 99955 members 
Mstep: Class 25 contains 74624 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 105963 members 
Mstep: Class 29 contains 4946 members 
Mstep: Class 30 contains 77492 members 
Mstep: Class 31 contains 95227 members 
Mstep: Class 32 contains 3154 members 
Mstep: Class 33 contains 1454 members 
Mstep: Class 34 contains 1091 members 
Mstep: Class 35 contains 9531 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 338 members 
Mstep: Class 38 contains 2155 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111768488.000000 Penalty: 87016.617188
Iteration 143Q: 40 clusters Score -1.117685e+08 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 21269 members 
Mstep: Class 4 contains 14762 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 6830 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4109 members 
Mstep: Class 9 contains 4458 members 
Mstep: Class 10 contains 1452 members 
Mstep: Class 11 contains 13899 members 
Mstep: Class 12 contains 354 members 
Mstep: Class 13 contains 43702 members 
Mstep: Class 14 contains 45430 members 
Mstep: Class 15 contains 9292 members 
Mstep: Class 16 contains 8526 members 
Mstep: Class 17 contains 108234 members 
Mstep: Class 18 contains 3403 members 
Mstep: Class 19 contains 9756 members 
Mstep: Class 20 contains 44027 members 
Mstep: Class 21 contains 6772 members 
Mstep: Class 22 contains 631 members 
Mstep: Class 23 contains 78440 members 
Mstep: Class 24 contains 99924 members 
Mstep: Class 25 contains 74643 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 105902 members 
Mstep: Class 29 contains 4947 members 
Mstep: Class 30 contains 77466 members 
Mstep: Class 31 contains 95208 members 
Mstep: Class 32 contains 3153 members 
Mstep: Class 33 contains 1455 members 
Mstep: Class 34 contains 1092 members 
Mstep: Class 35 contains 9530 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 2156 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111768544.000000 Penalty: 87016.617188
Iteration 144Q: 40 clusters Score -1.117685e+08 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21281 members 
Mstep: Class 4 contains 14780 members 
Mstep: Class 5 contains 9974 members 
Mstep: Class 6 contains 6826 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4100 members 
Mstep: Class 9 contains 4461 members 
Mstep: Class 10 contains 1452 members 
Mstep: Class 11 contains 13905 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 43651 members 
Mstep: Class 14 contains 45426 members 
Mstep: Class 15 contains 9291 members 
Mstep: Class 16 contains 8534 members 
Mstep: Class 17 contains 108253 members 
Mstep: Class 18 contains 3407 members 
Mstep: Class 19 contains 9756 members 
Mstep: Class 20 contains 44187 members 
Mstep: Class 21 contains 6770 members 
Mstep: Class 22 contains 631 members 
Mstep: Class 23 contains 78419 members 
Mstep: Class 24 contains 99913 members 
Mstep: Class 25 contains 74665 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 105841 members 
Mstep: Class 29 contains 4945 members 
Mstep: Class 30 contains 77429 members 
Mstep: Class 31 contains 95170 members 
Mstep: Class 32 contains 3152 members 
Mstep: Class 33 contains 1455 members 
Mstep: Class 34 contains 1092 members 
Mstep: Class 35 contains 9531 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 338 members 
Mstep: Class 38 contains 2155 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111768488.000000 Penalty: 87016.617188
Iteration 145Q: 40 clusters Score -1.117685e+08 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 21288 members 
Mstep: Class 4 contains 14803 members 
Mstep: Class 5 contains 9968 members 
Mstep: Class 6 contains 6825 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4094 members 
Mstep: Class 9 contains 4462 members 
Mstep: Class 10 contains 1452 members 
Mstep: Class 11 contains 13910 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 43587 members 
Mstep: Class 14 contains 45416 members 
Mstep: Class 15 contains 9291 members 
Mstep: Class 16 contains 8538 members 
Mstep: Class 17 contains 108244 members 
Mstep: Class 18 contains 3410 members 
Mstep: Class 19 contains 9754 members 
Mstep: Class 20 contains 44346 members 
Mstep: Class 21 contains 6771 members 
Mstep: Class 22 contains 631 members 
Mstep: Class 23 contains 78404 members 
Mstep: Class 24 contains 99867 members 
Mstep: Class 25 contains 74709 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 105813 members 
Mstep: Class 29 contains 4945 members 
Mstep: Class 30 contains 77416 members 
Mstep: Class 31 contains 95125 members 
Mstep: Class 32 contains 3153 members 
Mstep: Class 33 contains 1455 members 
Mstep: Class 34 contains 1090 members 
Mstep: Class 35 contains 9533 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 338 members 
Mstep: Class 38 contains 2156 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111768416.000000 Penalty: 87016.617188
Iteration 146Q: 40 clusters Score -1.117684e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 21295 members 
Mstep: Class 4 contains 14841 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 6823 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4094 members 
Mstep: Class 9 contains 4469 members 
Mstep: Class 10 contains 1452 members 
Mstep: Class 11 contains 13909 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 43532 members 
Mstep: Class 14 contains 45389 members 
Mstep: Class 15 contains 9291 members 
Mstep: Class 16 contains 8542 members 
Mstep: Class 17 contains 108209 members 
Mstep: Class 18 contains 3406 members 
Mstep: Class 19 contains 9754 members 
Mstep: Class 20 contains 44513 members 
Mstep: Class 21 contains 6771 members 
Mstep: Class 22 contains 631 members 
Mstep: Class 23 contains 78383 members 
Mstep: Class 24 contains 99849 members 
Mstep: Class 25 contains 74736 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 105796 members 
Mstep: Class 29 contains 4945 members 
Mstep: Class 30 contains 77402 members 
Mstep: Class 31 contains 95082 members 
Mstep: Class 32 contains 3154 members 
Mstep: Class 33 contains 1455 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9532 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 338 members 
Mstep: Class 38 contains 2157 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111768576.000000 Penalty: 87016.617188
Iteration 147Q: 40 clusters Score -1.117686e+08 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 21307 members 
Mstep: Class 4 contains 14864 members 
Mstep: Class 5 contains 9958 members 
Mstep: Class 6 contains 6819 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4088 members 
Mstep: Class 9 contains 4474 members 
Mstep: Class 10 contains 1452 members 
Mstep: Class 11 contains 13908 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 43466 members 
Mstep: Class 14 contains 45371 members 
Mstep: Class 15 contains 9291 members 
Mstep: Class 16 contains 8540 members 
Mstep: Class 17 contains 108181 members 
Mstep: Class 18 contains 3406 members 
Mstep: Class 19 contains 9754 members 
Mstep: Class 20 contains 44659 members 
Mstep: Class 21 contains 6768 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 78371 members 
Mstep: Class 24 contains 99808 members 
Mstep: Class 25 contains 74774 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 105796 members 
Mstep: Class 29 contains 4944 members 
Mstep: Class 30 contains 77407 members 
Mstep: Class 31 contains 95039 members 
Mstep: Class 32 contains 3155 members 
Mstep: Class 33 contains 1455 members 
Mstep: Class 34 contains 1087 members 
Mstep: Class 35 contains 9535 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 338 members 
Mstep: Class 38 contains 2158 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111768632.000000 Penalty: 87016.617188
Iteration 148Q: 40 clusters Score -1.117686e+08 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 21315 members 
Mstep: Class 4 contains 14891 members 
Mstep: Class 5 contains 9956 members 
Mstep: Class 6 contains 6819 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4080 members 
Mstep: Class 9 contains 4475 members 
Mstep: Class 10 contains 1450 members 
Mstep: Class 11 contains 13914 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 43421 members 
Mstep: Class 14 contains 45362 members 
Mstep: Class 15 contains 9290 members 
Mstep: Class 16 contains 8541 members 
Mstep: Class 17 contains 108171 members 
Mstep: Class 18 contains 3404 members 
Mstep: Class 19 contains 9755 members 
Mstep: Class 20 contains 44815 members 
Mstep: Class 21 contains 6767 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 78367 members 
Mstep: Class 24 contains 99774 members 
Mstep: Class 25 contains 74818 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 105751 members 
Mstep: Class 29 contains 4942 members 
Mstep: Class 30 contains 77393 members 
Mstep: Class 31 contains 94976 members 
Mstep: Class 32 contains 3156 members 
Mstep: Class 33 contains 1455 members 
Mstep: Class 34 contains 1087 members 
Mstep: Class 35 contains 9535 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 338 members 
Mstep: Class 38 contains 2158 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111768736.000000 Penalty: 87016.617188
Iteration 149Q: 40 clusters Score -1.117687e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 21330 members 
Mstep: Class 4 contains 14920 members 
Mstep: Class 5 contains 9955 members 
Mstep: Class 6 contains 6814 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4067 members 
Mstep: Class 9 contains 4482 members 
Mstep: Class 10 contains 1449 members 
Mstep: Class 11 contains 13913 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 43375 members 
Mstep: Class 14 contains 45362 members 
Mstep: Class 15 contains 9290 members 
Mstep: Class 16 contains 8544 members 
Mstep: Class 17 contains 108152 members 
Mstep: Class 18 contains 3402 members 
Mstep: Class 19 contains 9756 members 
Mstep: Class 20 contains 44945 members 
Mstep: Class 21 contains 6764 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 78351 members 
Mstep: Class 24 contains 99773 members 
Mstep: Class 25 contains 74861 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 105698 members 
Mstep: Class 29 contains 4940 members 
Mstep: Class 30 contains 77382 members 
Mstep: Class 31 contains 94924 members 
Mstep: Class 32 contains 3157 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 1086 members 
Mstep: Class 35 contains 9534 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 338 members 
Mstep: Class 38 contains 2160 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769088.000000 Penalty: 87016.617188
Iteration 150Q: 40 clusters Score -1.117691e+08 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 21333 members 
Mstep: Class 4 contains 14940 members 
Mstep: Class 5 contains 9953 members 
Mstep: Class 6 contains 6814 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4059 members 
Mstep: Class 9 contains 4483 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 13914 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 43318 members 
Mstep: Class 14 contains 45366 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 8542 members 
Mstep: Class 17 contains 108139 members 
Mstep: Class 18 contains 3403 members 
Mstep: Class 19 contains 9758 members 
Mstep: Class 20 contains 45119 members 
Mstep: Class 21 contains 6761 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 78322 members 
Mstep: Class 24 contains 99779 members 
Mstep: Class 25 contains 74887 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 105648 members 
Mstep: Class 29 contains 4939 members 
Mstep: Class 30 contains 77364 members 
Mstep: Class 31 contains 94866 members 
Mstep: Class 32 contains 3158 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1086 members 
Mstep: Class 35 contains 9536 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 338 members 
Mstep: Class 38 contains 2162 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769056.000000 Penalty: 87016.617188
Iteration 151Q: 40 clusters Score -1.117691e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 21339 members 
Mstep: Class 4 contains 14956 members 
Mstep: Class 5 contains 9951 members 
Mstep: Class 6 contains 6815 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4050 members 
Mstep: Class 9 contains 4485 members 
Mstep: Class 10 contains 1445 members 
Mstep: Class 11 contains 13913 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 43281 members 
Mstep: Class 14 contains 45373 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 8544 members 
Mstep: Class 17 contains 108131 members 
Mstep: Class 18 contains 3401 members 
Mstep: Class 19 contains 9758 members 
Mstep: Class 20 contains 45244 members 
Mstep: Class 21 contains 6760 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 78289 members 
Mstep: Class 24 contains 99778 members 
Mstep: Class 25 contains 74912 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 105620 members 
Mstep: Class 29 contains 4939 members 
Mstep: Class 30 contains 77333 members 
Mstep: Class 31 contains 94834 members 
Mstep: Class 32 contains 3157 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1086 members 
Mstep: Class 35 contains 9538 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 338 members 
Mstep: Class 38 contains 2163 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769072.000000 Penalty: 87016.617188
Iteration 152Q: 40 clusters Score -1.117691e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 21356 members 
Mstep: Class 4 contains 14968 members 
Mstep: Class 5 contains 9941 members 
Mstep: Class 6 contains 6816 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4047 members 
Mstep: Class 9 contains 4487 members 
Mstep: Class 10 contains 1445 members 
Mstep: Class 11 contains 13915 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 43239 members 
Mstep: Class 14 contains 45371 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 8547 members 
Mstep: Class 17 contains 108143 members 
Mstep: Class 18 contains 3401 members 
Mstep: Class 19 contains 9758 members 
Mstep: Class 20 contains 45366 members 
Mstep: Class 21 contains 6757 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 78267 members 
Mstep: Class 24 contains 99766 members 
Mstep: Class 25 contains 74939 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 105596 members 
Mstep: Class 29 contains 4938 members 
Mstep: Class 30 contains 77306 members 
Mstep: Class 31 contains 94784 members 
Mstep: Class 32 contains 3156 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1085 members 
Mstep: Class 35 contains 9539 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 338 members 
Mstep: Class 38 contains 2163 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769032.000000 Penalty: 87016.617188
Iteration 153Q: 40 clusters Score -1.11769e+08 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 21378 members 
Mstep: Class 4 contains 14979 members 
Mstep: Class 5 contains 9939 members 
Mstep: Class 6 contains 6817 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4040 members 
Mstep: Class 9 contains 4489 members 
Mstep: Class 10 contains 1445 members 
Mstep: Class 11 contains 13914 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 43205 members 
Mstep: Class 14 contains 45368 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 8549 members 
Mstep: Class 17 contains 108134 members 
Mstep: Class 18 contains 3400 members 
Mstep: Class 19 contains 9758 members 
Mstep: Class 20 contains 45462 members 
Mstep: Class 21 contains 6756 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 78236 members 
Mstep: Class 24 contains 99754 members 
Mstep: Class 25 contains 74990 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 105555 members 
Mstep: Class 29 contains 4936 members 
Mstep: Class 30 contains 77293 members 
Mstep: Class 31 contains 94756 members 
Mstep: Class 32 contains 3159 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1085 members 
Mstep: Class 35 contains 9539 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 338 members 
Mstep: Class 38 contains 2162 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111768880.000000 Penalty: 87016.617188
Iteration 154Q: 40 clusters Score -1.117689e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 21403 members 
Mstep: Class 4 contains 14996 members 
Mstep: Class 5 contains 9935 members 
Mstep: Class 6 contains 6819 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4036 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 1445 members 
Mstep: Class 11 contains 13912 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 43148 members 
Mstep: Class 14 contains 45358 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 8554 members 
Mstep: Class 17 contains 108134 members 
Mstep: Class 18 contains 3402 members 
Mstep: Class 19 contains 9758 members 
Mstep: Class 20 contains 45595 members 
Mstep: Class 21 contains 6754 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 78205 members 
Mstep: Class 24 contains 99738 members 
Mstep: Class 25 contains 75021 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 105514 members 
Mstep: Class 29 contains 4934 members 
Mstep: Class 30 contains 77278 members 
Mstep: Class 31 contains 94723 members 
Mstep: Class 32 contains 3159 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1085 members 
Mstep: Class 35 contains 9536 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 338 members 
Mstep: Class 38 contains 2163 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769176.000000 Penalty: 87016.617188
Iteration 155Q: 40 clusters Score -1.117692e+08 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 21413 members 
Mstep: Class 4 contains 15012 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 6812 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4033 members 
Mstep: Class 9 contains 4496 members 
Mstep: Class 10 contains 1444 members 
Mstep: Class 11 contains 13911 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 43072 members 
Mstep: Class 14 contains 45354 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 108165 members 
Mstep: Class 18 contains 3406 members 
Mstep: Class 19 contains 9758 members 
Mstep: Class 20 contains 45737 members 
Mstep: Class 21 contains 6752 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 78178 members 
Mstep: Class 24 contains 99730 members 
Mstep: Class 25 contains 75037 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 105452 members 
Mstep: Class 29 contains 4933 members 
Mstep: Class 30 contains 77270 members 
Mstep: Class 31 contains 94699 members 
Mstep: Class 32 contains 3159 members 
Mstep: Class 33 contains 1460 members 
Mstep: Class 34 contains 1085 members 
Mstep: Class 35 contains 9535 members 
Mstep: Class 36 contains 1162 members 
Mstep: Class 37 contains 338 members 
Mstep: Class 38 contains 2161 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769352.000000 Penalty: 87016.617188
Iteration 156Q: 40 clusters Score -1.117694e+08 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 21436 members 
Mstep: Class 4 contains 15027 members 
Mstep: Class 5 contains 9931 members 
Mstep: Class 6 contains 6810 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4029 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 1444 members 
Mstep: Class 11 contains 13914 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 42979 members 
Mstep: Class 14 contains 45358 members 
Mstep: Class 15 contains 9290 members 
Mstep: Class 16 contains 8568 members 
Mstep: Class 17 contains 108158 members 
Mstep: Class 18 contains 3407 members 
Mstep: Class 19 contains 9758 members 
Mstep: Class 20 contains 45864 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 78152 members 
Mstep: Class 24 contains 99714 members 
Mstep: Class 25 contains 75041 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 105427 members 
Mstep: Class 29 contains 4931 members 
Mstep: Class 30 contains 77264 members 
Mstep: Class 31 contains 94700 members 
Mstep: Class 32 contains 3159 members 
Mstep: Class 33 contains 1461 members 
Mstep: Class 34 contains 1085 members 
Mstep: Class 35 contains 9533 members 
Mstep: Class 36 contains 1162 members 
Mstep: Class 37 contains 338 members 
Mstep: Class 38 contains 2160 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769288.000000 Penalty: 87016.617188
Iteration 157Q: 40 clusters Score -1.117693e+08 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 21465 members 
Mstep: Class 4 contains 15052 members 
Mstep: Class 5 contains 9928 members 
Mstep: Class 6 contains 6806 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4015 members 
Mstep: Class 9 contains 4505 members 
Mstep: Class 10 contains 1443 members 
Mstep: Class 11 contains 13911 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 42901 members 
Mstep: Class 14 contains 45382 members 
Mstep: Class 15 contains 9290 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 108162 members 
Mstep: Class 18 contains 3409 members 
Mstep: Class 19 contains 9758 members 
Mstep: Class 20 contains 46010 members 
Mstep: Class 21 contains 6750 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 78122 members 
Mstep: Class 24 contains 99668 members 
Mstep: Class 25 contains 75044 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 105430 members 
Mstep: Class 29 contains 4929 members 
Mstep: Class 30 contains 77238 members 
Mstep: Class 31 contains 94663 members 
Mstep: Class 32 contains 3161 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1085 members 
Mstep: Class 35 contains 9531 members 
Mstep: Class 36 contains 1162 members 
Mstep: Class 37 contains 338 members 
Mstep: Class 38 contains 2158 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769504.000000 Penalty: 87016.617188
Iteration 158Q: 40 clusters Score -1.117695e+08 nChanged 1075
Entering ConstructFrom: 
Score: -111769504.000000 Penalty: 87016.617188
Entering ConstructFrom: 
Trying to split cluster 1 (3134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Entering Unmasked Estep 
Score: -359323.281250 Penalty: 1308.135620
	Iteration 0F: 2 clusters Score -359323.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -356571.781250 Penalty: 2616.271240
	Iteration 0F: 3 clusters Score -356571.8 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -357474.718750 Penalty: 2616.271240
	Iteration 1F: 3 clusters Score -357474.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -357749.312500 Penalty: 2616.271240
	Iteration 2F: 3 clusters Score -357749.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -357980.843750 Penalty: 2616.271240
	Iteration 3F: 3 clusters Score -357980.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -358189.656250 Penalty: 2616.271240
	Iteration 4F: 3 clusters Score -358189.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -358338.750000 Penalty: 2616.271240
	Iteration 5F: 3 clusters Score -358338.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -358455.593750 Penalty: 2616.271240
	Iteration 6Q: 3 clusters Score -358455.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -358517.843750 Penalty: 2616.271240
	Iteration 7Q: 3 clusters Score -358517.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -358556.250000 Penalty: 2616.271240
	Iteration 8Q: 3 clusters Score -358556.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -358586.500000 Penalty: 2616.271240
	Iteration 9Q: 3 clusters Score -358586.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -358621.000000 Penalty: 2616.271240
	Iteration 10Q: 3 clusters Score -358621 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -358647.781250 Penalty: 2616.271240
	Iteration 11Q: 3 clusters Score -358647.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -358668.312500 Penalty: 2616.271240
	Iteration 12Q: 3 clusters Score -358668.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -358692.593750 Penalty: 2616.271240
	Iteration 13Q: 3 clusters Score -358692.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -358703.593750 Penalty: 2616.271240
	Iteration 14Q: 3 clusters Score -358703.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -358714.062500 Penalty: 2616.271240
	Iteration 15Q: 3 clusters Score -358714.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -358724.187500 Penalty: 2616.271240
	Iteration 16Q: 3 clusters Score -358724.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -358732.968750 Penalty: 2616.271240
	Iteration 17Q: 3 clusters Score -358733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -358740.687500 Penalty: 2616.271240
	Iteration 18Q: 3 clusters Score -358740.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -358746.281250 Penalty: 2616.271240
	Iteration 19Q: 3 clusters Score -358746.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -358751.468750 Penalty: 2616.271240
	Iteration 20F: 3 clusters Score -358751.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -358758.125000 Penalty: 2616.271240
	Iteration 21Q: 3 clusters Score -358758.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -358766.437500 Penalty: 2616.271240
	Iteration 22Q: 3 clusters Score -358766.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -358774.843750 Penalty: 2616.271240
	Iteration 23Q: 3 clusters Score -358774.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -358784.218750 Penalty: 2616.271240
	Iteration 24Q: 3 clusters Score -358784.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -358792.125000 Penalty: 2616.271240
	Iteration 25Q: 3 clusters Score -358792.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -358801.062500 Penalty: 2616.271240
	Iteration 26Q: 3 clusters Score -358801.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -358811.437500 Penalty: 2616.271240
	Iteration 27Q: 3 clusters Score -358811.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -358823.687500 Penalty: 2616.271240
	Iteration 28Q: 3 clusters Score -358823.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -358840.875000 Penalty: 2616.271240
	Iteration 29Q: 3 clusters Score -358840.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -358864.218750 Penalty: 2616.271240
	Iteration 30Q: 3 clusters Score -358864.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -358880.875000 Penalty: 2616.271240
	Iteration 31Q: 3 clusters Score -358880.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -358896.000000 Penalty: 2616.271240
	Iteration 32Q: 3 clusters Score -358896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -358901.843750 Penalty: 2616.271240
	Iteration 33Q: 3 clusters Score -358901.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -358906.281250 Penalty: 2616.271240
	Iteration 34Q: 3 clusters Score -358906.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -358912.125000 Penalty: 2616.271240
	Iteration 35Q: 3 clusters Score -358912.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -358917.406250 Penalty: 2616.271240
	Iteration 36Q: 3 clusters Score -358917.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -358919.500000 Penalty: 2616.271240
	Iteration 37Q: 3 clusters Score -358919.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -358924.968750 Penalty: 2616.271240
	Iteration 38Q: 3 clusters Score -358925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -358928.156250 Penalty: 2616.271240
	Iteration 39Q: 3 clusters Score -358928.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -358930.156250 Penalty: 2616.271240
	Iteration 40F: 3 clusters Score -358930.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -358930.468750 Penalty: 2616.271240
	Iteration 41Q: 3 clusters Score -358930.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -358930.468750 Penalty: 2616.271240
	Iteration 42F: 3 clusters Score -358930.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Entering Unmasked Estep 
Score: -63948.570312 Penalty: 1065.707153
	Iteration 0F: 2 clusters Score -63948.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -62824.480469 Penalty: 2131.414307
	Iteration 0F: 3 clusters Score -62824.48 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -63420.488281 Penalty: 2131.414307
	Iteration 1F: 3 clusters Score -63420.49 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -63872.414062 Penalty: 2131.414307
	Iteration 2F: 3 clusters Score -63872.41 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -64094.898438 Penalty: 2131.414307
	Iteration 3F: 3 clusters Score -64094.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -64191.199219 Penalty: 2131.414307
	Iteration 4Q: 3 clusters Score -64191.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -64221.375000 Penalty: 2131.414307
	Iteration 5Q: 3 clusters Score -64221.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -64236.695312 Penalty: 2131.414307
	Iteration 6Q: 3 clusters Score -64236.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -64254.707031 Penalty: 2131.414307
	Iteration 7Q: 3 clusters Score -64254.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -64275.468750 Penalty: 2131.414307
	Iteration 8Q: 3 clusters Score -64275.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -64295.023438 Penalty: 2131.414307
	Iteration 9Q: 3 clusters Score -64295.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -64300.425781 Penalty: 2131.414307
	Iteration 10Q: 3 clusters Score -64300.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -64307.113281 Penalty: 2131.414307
	Iteration 11Q: 3 clusters Score -64307.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -64312.820312 Penalty: 2131.414307
	Iteration 12Q: 3 clusters Score -64312.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -64315.914062 Penalty: 2131.414307
	Iteration 13Q: 3 clusters Score -64315.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -64316.933594 Penalty: 2131.414307
	Iteration 14Q: 3 clusters Score -64316.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -64316.933594 Penalty: 2131.414307
	Iteration 15F: 3 clusters Score -64316.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 244 members 
Mstep: Class 3 contains 21500 members 
Mstep: Class 4 contains 15071 members 
Mstep: Class 5 contains 9927 members 
Mstep: Class 6 contains 6811 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4014 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 1442 members 
Mstep: Class 11 contains 13911 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 42826 members 
Mstep: Class 14 contains 45378 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 8579 members 
Mstep: Class 17 contains 108183 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 9760 members 
Mstep: Class 20 contains 46152 members 
Mstep: Class 21 contains 6746 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 78096 members 
Mstep: Class 24 contains 99650 members 
Mstep: Class 25 contains 75059 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 105414 members 
Mstep: Class 29 contains 4926 members 
Mstep: Class 30 contains 77204 members 
Mstep: Class 31 contains 94599 members 
Mstep: Class 32 contains 3161 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1085 members 
Mstep: Class 35 contains 9533 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 338 members 
Mstep: Class 38 contains 2159 members 
Mstep: Class 39 contains 473 members 
Mstep: Class 40 contains 461 members 
Entering Unmasked Estep 
Score: -111768544.000000 Penalty: 89247.812500
Splitting cluster 2 changes total score from -111769504.000000 to -111768544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (21500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Entering Unmasked Estep 
Score: -2733682.500000 Penalty: 1621.068848
	Iteration 0F: 2 clusters Score -2733682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2718956.000000 Penalty: 3242.137695
	Iteration 0F: 3 clusters Score -2718956 nChanged 9689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2724336.000000 Penalty: 3242.137695
	Iteration 1F: 3 clusters Score -2724336 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2724689.750000 Penalty: 3242.137695
	Iteration 2Q: 3 clusters Score -2724690 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2725064.250000 Penalty: 3242.137695
	Iteration 3Q: 3 clusters Score -2725064 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2725528.750000 Penalty: 3242.137695
	Iteration 4Q: 3 clusters Score -2725529 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -2726080.500000 Penalty: 3242.137695
	Iteration 5Q: 3 clusters Score -2726080 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2726828.500000 Penalty: 3242.137695
	Iteration 6F: 3 clusters Score -2726828 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2727769.000000 Penalty: 3242.137695
	Iteration 7F: 3 clusters Score -2727769 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2728920.250000 Penalty: 3242.137695
	Iteration 8F: 3 clusters Score -2728920 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2730069.500000 Penalty: 3242.137695
	Iteration 9F: 3 clusters Score -2730070 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -2730991.250000 Penalty: 3242.137695
	Iteration 10Q: 3 clusters Score -2730991 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -2731547.500000 Penalty: 3242.137695
	Iteration 11Q: 3 clusters Score -2731548 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -2731845.750000 Penalty: 3242.137695
	Iteration 12Q: 3 clusters Score -2731846 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2732026.000000 Penalty: 3242.137695
	Iteration 13Q: 3 clusters Score -2732026 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -2732130.750000 Penalty: 3242.137695
	Iteration 14Q: 3 clusters Score -2732131 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -2732201.500000 Penalty: 3242.137695
	Iteration 15Q: 3 clusters Score -2732202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -2732226.500000 Penalty: 3242.137695
	Iteration 16Q: 3 clusters Score -2732226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -2732247.500000 Penalty: 3242.137695
	Iteration 17Q: 3 clusters Score -2732248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -2732258.250000 Penalty: 3242.137695
	Iteration 18Q: 3 clusters Score -2732258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -2732269.500000 Penalty: 3242.137695
	Iteration 19Q: 3 clusters Score -2732270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -2732272.500000 Penalty: 3242.137695
	Iteration 20F: 3 clusters Score -2732272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -2732278.250000 Penalty: 3242.137695
	Iteration 21Q: 3 clusters Score -2732278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -2732282.000000 Penalty: 3242.137695
	Iteration 22Q: 3 clusters Score -2732282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -2732288.250000 Penalty: 3242.137695
	Iteration 23Q: 3 clusters Score -2732288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -2732290.750000 Penalty: 3242.137695
	Iteration 24Q: 3 clusters Score -2732291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -2732288.750000 Penalty: 3242.137695
	Iteration 25Q: 3 clusters Score -2732289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -2732288.750000 Penalty: 3242.137695
	Iteration 26F: 3 clusters Score -2732289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Entering Unmasked Estep 
Score: -1904306.250000 Penalty: 1563.335693
	Iteration 0F: 2 clusters Score -1904306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1893768.625000 Penalty: 3126.671387
	Iteration 0F: 3 clusters Score -1893769 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1897329.750000 Penalty: 3126.671387
	Iteration 1F: 3 clusters Score -1897330 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1897545.625000 Penalty: 3126.671387
	Iteration 2Q: 3 clusters Score -1897546 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1897776.875000 Penalty: 3126.671387
	Iteration 3Q: 3 clusters Score -1897777 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1898006.375000 Penalty: 3126.671387
	Iteration 4Q: 3 clusters Score -1898006 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1898299.750000 Penalty: 3126.671387
	Iteration 5Q: 3 clusters Score -1898300 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1898661.125000 Penalty: 3126.671387
	Iteration 6Q: 3 clusters Score -1898661 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1899107.125000 Penalty: 3126.671387
	Iteration 7F: 3 clusters Score -1899107 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1899689.250000 Penalty: 3126.671387
	Iteration 8F: 3 clusters Score -1899689 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1900439.875000 Penalty: 3126.671387
	Iteration 9F: 3 clusters Score -1900440 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1901243.875000 Penalty: 3126.671387
	Iteration 10F: 3 clusters Score -1901244 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1901904.625000 Penalty: 3126.671387
	Iteration 11Q: 3 clusters Score -1901905 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1902358.000000 Penalty: 3126.671387
	Iteration 12Q: 3 clusters Score -1902358 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1902585.000000 Penalty: 3126.671387
	Iteration 13Q: 3 clusters Score -1902585 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1902718.750000 Penalty: 3126.671387
	Iteration 14Q: 3 clusters Score -1902719 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1902801.375000 Penalty: 3126.671387
	Iteration 15Q: 3 clusters Score -1902801 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1902856.875000 Penalty: 3126.671387
	Iteration 16Q: 3 clusters Score -1902857 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1902890.375000 Penalty: 3126.671387
	Iteration 17Q: 3 clusters Score -1902890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1902904.500000 Penalty: 3126.671387
	Iteration 18Q: 3 clusters Score -1902904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1902918.875000 Penalty: 3126.671387
	Iteration 19Q: 3 clusters Score -1902919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1902929.875000 Penalty: 3126.671387
	Iteration 20F: 3 clusters Score -1902930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1902934.250000 Penalty: 3126.671387
	Iteration 21Q: 3 clusters Score -1902934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1902939.500000 Penalty: 3126.671387
	Iteration 22Q: 3 clusters Score -1902940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1902942.875000 Penalty: 3126.671387
	Iteration 23Q: 3 clusters Score -1902943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1902943.250000 Penalty: 3126.671387
	Iteration 24Q: 3 clusters Score -1902943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1902946.125000 Penalty: 3126.671387
	Iteration 25Q: 3 clusters Score -1902946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1902947.250000 Penalty: 3126.671387
	Iteration 26Q: 3 clusters Score -1902947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1902947.250000 Penalty: 3126.671387
	Iteration 27F: 3 clusters Score -1902947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Entering Unmasked Estep 
Score: -1160637.125000 Penalty: 1495.489624
	Iteration 0F: 2 clusters Score -1160637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1153524.125000 Penalty: 2990.979248
	Iteration 0F: 3 clusters Score -1153524 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1155722.750000 Penalty: 2990.979248
	Iteration 1F: 3 clusters Score -1155723 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1155960.125000 Penalty: 2990.979248
	Iteration 2F: 3 clusters Score -1155960 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1156136.125000 Penalty: 2990.979248
	Iteration 3F: 3 clusters Score -1156136 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1156280.250000 Penalty: 2990.979248
	Iteration 4Q: 3 clusters Score -1156280 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1156406.625000 Penalty: 2990.979248
	Iteration 5Q: 3 clusters Score -1156407 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1156528.625000 Penalty: 2990.979248
	Iteration 6Q: 3 clusters Score -1156529 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1156651.375000 Penalty: 2990.979248
	Iteration 7Q: 3 clusters Score -1156651 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1156757.250000 Penalty: 2990.979248
	Iteration 8Q: 3 clusters Score -1156757 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1156835.500000 Penalty: 2990.979248
	Iteration 9Q: 3 clusters Score -1156836 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1156919.500000 Penalty: 2990.979248
	Iteration 10Q: 3 clusters Score -1156920 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1157005.750000 Penalty: 2990.979248
	Iteration 11Q: 3 clusters Score -1157006 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1157079.125000 Penalty: 2990.979248
	Iteration 12Q: 3 clusters Score -1157079 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1157148.875000 Penalty: 2990.979248
	Iteration 13Q: 3 clusters Score -1157149 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1157235.375000 Penalty: 2990.979248
	Iteration 14Q: 3 clusters Score -1157235 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1157326.500000 Penalty: 2990.979248
	Iteration 15Q: 3 clusters Score -1157326 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1157421.500000 Penalty: 2990.979248
	Iteration 16Q: 3 clusters Score -1157422 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1157519.875000 Penalty: 2990.979248
	Iteration 17Q: 3 clusters Score -1157520 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1157642.625000 Penalty: 2990.979248
	Iteration 18Q: 3 clusters Score -1157643 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1157812.125000 Penalty: 2990.979248
	Iteration 19Q: 3 clusters Score -1157812 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1157991.500000 Penalty: 2990.979248
	Iteration 20F: 3 clusters Score -1157992 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1158200.250000 Penalty: 2990.979248
	Iteration 21Q: 3 clusters Score -1158200 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1158397.000000 Penalty: 2990.979248
	Iteration 22Q: 3 clusters Score -1158397 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1158609.750000 Penalty: 2990.979248
	Iteration 23Q: 3 clusters Score -1158610 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1158817.500000 Penalty: 2990.979248
	Iteration 24Q: 3 clusters Score -1158818 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1158994.500000 Penalty: 2990.979248
	Iteration 25Q: 3 clusters Score -1158994 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1159127.000000 Penalty: 2990.979248
	Iteration 26Q: 3 clusters Score -1159127 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1159234.500000 Penalty: 2990.979248
	Iteration 27Q: 3 clusters Score -1159234 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1159309.000000 Penalty: 2990.979248
	Iteration 28Q: 3 clusters Score -1159309 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1159368.500000 Penalty: 2990.979248
	Iteration 29Q: 3 clusters Score -1159368 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1159405.250000 Penalty: 2990.979248
	Iteration 30Q: 3 clusters Score -1159405 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1159421.625000 Penalty: 2990.979248
	Iteration 31Q: 3 clusters Score -1159422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1159434.375000 Penalty: 2990.979248
	Iteration 32Q: 3 clusters Score -1159434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1159442.500000 Penalty: 2990.979248
	Iteration 33Q: 3 clusters Score -1159442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1159448.000000 Penalty: 2990.979248
	Iteration 34Q: 3 clusters Score -1159448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1159452.250000 Penalty: 2990.979248
	Iteration 35Q: 3 clusters Score -1159452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1159456.000000 Penalty: 2990.979248
	Iteration 36Q: 3 clusters Score -1159456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1159458.375000 Penalty: 2990.979248
	Iteration 37Q: 3 clusters Score -1159458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1159459.625000 Penalty: 2990.979248
	Iteration 38Q: 3 clusters Score -1159460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1159460.375000 Penalty: 2990.979248
	Iteration 39Q: 3 clusters Score -1159460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1159461.125000 Penalty: 2990.979248
	Iteration 40F: 3 clusters Score -1159461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1159463.750000 Penalty: 2990.979248
	Iteration 41Q: 3 clusters Score -1159464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1159464.375000 Penalty: 2990.979248
	Iteration 42Q: 3 clusters Score -1159464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1159464.375000 Penalty: 2990.979248
	Iteration 43F: 3 clusters Score -1159464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Entering Unmasked Estep 
Score: -841434.875000 Penalty: 1434.272705
	Iteration 0F: 2 clusters Score -841434.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -836252.437500 Penalty: 2868.545410
	Iteration 0F: 3 clusters Score -836252.4 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -837996.437500 Penalty: 2868.545410
	Iteration 1F: 3 clusters Score -837996.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -838337.187500 Penalty: 2868.545410
	Iteration 2F: 3 clusters Score -838337.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -838625.937500 Penalty: 2868.545410
	Iteration 3F: 3 clusters Score -838625.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -838959.000000 Penalty: 2868.545410
	Iteration 4F: 3 clusters Score -838959 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -839447.812500 Penalty: 2868.545410
	Iteration 5F: 3 clusters Score -839447.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -840005.937500 Penalty: 2868.545410
	Iteration 6F: 3 clusters Score -840005.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -840410.125000 Penalty: 2868.545410
	Iteration 7F: 3 clusters Score -840410.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -840680.500000 Penalty: 2868.545410
	Iteration 8Q: 3 clusters Score -840680.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -840812.187500 Penalty: 2868.545410
	Iteration 9Q: 3 clusters Score -840812.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -840897.750000 Penalty: 2868.545410
	Iteration 10Q: 3 clusters Score -840897.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -840975.125000 Penalty: 2868.545410
	Iteration 11Q: 3 clusters Score -840975.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -841062.625000 Penalty: 2868.545410
	Iteration 12Q: 3 clusters Score -841062.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -841182.312500 Penalty: 2868.545410
	Iteration 13Q: 3 clusters Score -841182.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -841326.625000 Penalty: 2868.545410
	Iteration 14Q: 3 clusters Score -841326.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -841438.500000 Penalty: 2868.545410
	Iteration 15Q: 3 clusters Score -841438.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -841481.812500 Penalty: 2868.545410
	Iteration 16Q: 3 clusters Score -841481.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -841508.937500 Penalty: 2868.545410
	Iteration 17Q: 3 clusters Score -841508.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -841514.500000 Penalty: 2868.545410
	Iteration 18Q: 3 clusters Score -841514.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -841520.125000 Penalty: 2868.545410
	Iteration 19Q: 3 clusters Score -841520.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -841520.437500 Penalty: 2868.545410
	Iteration 20F: 3 clusters Score -841520.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -841523.625000 Penalty: 2868.545410
	Iteration 21Q: 3 clusters Score -841523.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -841525.000000 Penalty: 2868.545410
	Iteration 22Q: 3 clusters Score -841525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -841525.500000 Penalty: 2868.545410
	Iteration 23Q: 3 clusters Score -841525.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -841526.937500 Penalty: 2868.545410
	Iteration 24Q: 3 clusters Score -841526.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -841526.937500 Penalty: 2868.545410
	Iteration 25F: 3 clusters Score -841526.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 21500 members 
Mstep: Class 4 contains 15071 members 
Mstep: Class 5 contains 9927 members 
Mstep: Class 6 contains 4654 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4014 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 1442 members 
Mstep: Class 11 contains 13911 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 42826 members 
Mstep: Class 14 contains 45378 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 8579 members 
Mstep: Class 17 contains 108183 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 9760 members 
Mstep: Class 20 contains 46152 members 
Mstep: Class 21 contains 6746 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 78096 members 
Mstep: Class 24 contains 99650 members 
Mstep: Class 25 contains 75059 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 105414 members 
Mstep: Class 29 contains 4926 members 
Mstep: Class 30 contains 77204 members 
Mstep: Class 31 contains 94599 members 
Mstep: Class 32 contains 3161 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1085 members 
Mstep: Class 35 contains 9533 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 338 members 
Mstep: Class 38 contains 2159 members 
Mstep: Class 39 contains 473 members 
Mstep: Class 40 contains 2157 members 
Entering Unmasked Estep 
Score: -111768896.000000 Penalty: 89247.812500
Splitting cluster 6 changes total score from -111769504.000000 to -111768896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -106702.343750 Penalty: 1113.489380
	Iteration 0F: 2 clusters Score -106702.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -105284.929688 Penalty: 2226.978760
	Iteration 0F: 3 clusters Score -105284.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -105633.101562 Penalty: 2226.978760
	Iteration 1F: 3 clusters Score -105633.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -105930.164062 Penalty: 2226.978760
	Iteration 2F: 3 clusters Score -105930.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -106134.726562 Penalty: 2226.978760
	Iteration 3F: 3 clusters Score -106134.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -106250.125000 Penalty: 2226.978760
	Iteration 4F: 3 clusters Score -106250.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -106327.398438 Penalty: 2226.978760
	Iteration 5Q: 3 clusters Score -106327.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -106380.742188 Penalty: 2226.978760
	Iteration 6Q: 3 clusters Score -106380.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -106471.359375 Penalty: 2226.978760
	Iteration 7Q: 3 clusters Score -106471.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -106722.156250 Penalty: 2226.978760
	Iteration 8F: 3 clusters Score -106722.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -107066.882812 Penalty: 2226.978760
	Iteration 9Q: 3 clusters Score -107066.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -107235.289062 Penalty: 2226.978760
	Iteration 10Q: 3 clusters Score -107235.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -107295.515625 Penalty: 2226.978760
	Iteration 11Q: 3 clusters Score -107295.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -107312.164062 Penalty: 2226.978760
	Iteration 12Q: 3 clusters Score -107312.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -107314.625000 Penalty: 2226.978760
	Iteration 13Q: 3 clusters Score -107314.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -107314.625000 Penalty: 2226.978760
	Iteration 14F: 3 clusters Score -107314.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 21500 members 
Mstep: Class 4 contains 15071 members 
Mstep: Class 5 contains 9927 members 
Mstep: Class 6 contains 6811 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 4014 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 1442 members 
Mstep: Class 11 contains 13911 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 42826 members 
Mstep: Class 14 contains 45378 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 8579 members 
Mstep: Class 17 contains 108183 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 9760 members 
Mstep: Class 20 contains 46152 members 
Mstep: Class 21 contains 6746 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 78096 members 
Mstep: Class 24 contains 99650 members 
Mstep: Class 25 contains 75059 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 105414 members 
Mstep: Class 29 contains 4926 members 
Mstep: Class 30 contains 77204 members 
Mstep: Class 31 contains 94599 members 
Mstep: Class 32 contains 3161 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1085 members 
Mstep: Class 35 contains 9533 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 338 members 
Mstep: Class 38 contains 2159 members 
Mstep: Class 39 contains 473 members 
Mstep: Class 40 contains 454 members 
Entering Unmasked Estep 
Score: -111768776.000000 Penalty: 89247.812500
Splitting cluster 7 changes total score from -111769504.000000 to -111768776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (4014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Entering Unmasked Estep 
Score: -458406.875000 Penalty: 1348.350830
	Iteration 0F: 2 clusters Score -458406.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -455102.906250 Penalty: 2696.701660
	Iteration 0F: 3 clusters Score -455102.9 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -456104.406250 Penalty: 2696.701660
	Iteration 1F: 3 clusters Score -456104.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -456390.218750 Penalty: 2696.701660
	Iteration 2F: 3 clusters Score -456390.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -456591.843750 Penalty: 2696.701660
	Iteration 3F: 3 clusters Score -456591.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -456737.250000 Penalty: 2696.701660
	Iteration 4F: 3 clusters Score -456737.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -456859.562500 Penalty: 2696.701660
	Iteration 5Q: 3 clusters Score -456859.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -456975.000000 Penalty: 2696.701660
	Iteration 6Q: 3 clusters Score -456975 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -457102.750000 Penalty: 2696.701660
	Iteration 7Q: 3 clusters Score -457102.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -457257.062500 Penalty: 2696.701660
	Iteration 8Q: 3 clusters Score -457257.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -457485.375000 Penalty: 2696.701660
	Iteration 9Q: 3 clusters Score -457485.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -457747.593750 Penalty: 2696.701660
	Iteration 10F: 3 clusters Score -457747.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -457954.218750 Penalty: 2696.701660
	Iteration 11Q: 3 clusters Score -457954.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -458080.750000 Penalty: 2696.701660
	Iteration 12Q: 3 clusters Score -458080.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -458157.187500 Penalty: 2696.701660
	Iteration 13Q: 3 clusters Score -458157.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -458220.562500 Penalty: 2696.701660
	Iteration 14Q: 3 clusters Score -458220.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -458282.250000 Penalty: 2696.701660
	Iteration 15Q: 3 clusters Score -458282.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -458357.000000 Penalty: 2696.701660
	Iteration 16Q: 3 clusters Score -458357 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -458422.968750 Penalty: 2696.701660
	Iteration 17Q: 3 clusters Score -458423 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -458481.281250 Penalty: 2696.701660
	Iteration 18Q: 3 clusters Score -458481.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -458505.406250 Penalty: 2696.701660
	Iteration 19Q: 3 clusters Score -458505.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -458517.625000 Penalty: 2696.701660
	Iteration 20F: 3 clusters Score -458517.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -458522.031250 Penalty: 2696.701660
	Iteration 21Q: 3 clusters Score -458522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -458524.468750 Penalty: 2696.701660
	Iteration 22Q: 3 clusters Score -458524.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -458525.437500 Penalty: 2696.701660
	Iteration 23Q: 3 clusters Score -458525.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -458525.656250 Penalty: 2696.701660
	Iteration 24Q: 3 clusters Score -458525.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -458525.500000 Penalty: 2696.701660
	Iteration 25Q: 3 clusters Score -458525.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -458526.218750 Penalty: 2696.701660
	Iteration 26Q: 3 clusters Score -458526.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -458526.218750 Penalty: 2696.701660
	Iteration 27F: 3 clusters Score -458526.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 21500 members 
Mstep: Class 4 contains 15071 members 
Mstep: Class 5 contains 9927 members 
Mstep: Class 6 contains 6811 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 1558 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 1442 members 
Mstep: Class 11 contains 13911 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 42826 members 
Mstep: Class 14 contains 45378 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 8579 members 
Mstep: Class 17 contains 108183 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 9760 members 
Mstep: Class 20 contains 46152 members 
Mstep: Class 21 contains 6746 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 78096 members 
Mstep: Class 24 contains 99650 members 
Mstep: Class 25 contains 75059 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 105414 members 
Mstep: Class 29 contains 4926 members 
Mstep: Class 30 contains 77204 members 
Mstep: Class 31 contains 94599 members 
Mstep: Class 32 contains 3161 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1085 members 
Mstep: Class 35 contains 9533 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 338 members 
Mstep: Class 38 contains 2159 members 
Mstep: Class 39 contains 473 members 
Mstep: Class 40 contains 2456 members 
Entering Unmasked Estep 
Score: -111768544.000000 Penalty: 89247.812500
Splitting cluster 8 changes total score from -111769504.000000 to -111768544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (4506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Entering Unmasked Estep 
Score: -545366.875000 Penalty: 1367.139282
	Iteration 0F: 2 clusters Score -545366.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -541685.062500 Penalty: 2734.278564
	Iteration 0F: 3 clusters Score -541685.1 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -542744.625000 Penalty: 2734.278564
	Iteration 1F: 3 clusters Score -542744.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -542921.312500 Penalty: 2734.278564
	Iteration 2F: 3 clusters Score -542921.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -543029.375000 Penalty: 2734.278564
	Iteration 3Q: 3 clusters Score -543029.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -543104.187500 Penalty: 2734.278564
	Iteration 4Q: 3 clusters Score -543104.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -543160.625000 Penalty: 2734.278564
	Iteration 5Q: 3 clusters Score -543160.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -543214.000000 Penalty: 2734.278564
	Iteration 6Q: 3 clusters Score -543214 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -543267.375000 Penalty: 2734.278564
	Iteration 7Q: 3 clusters Score -543267.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -543315.500000 Penalty: 2734.278564
	Iteration 8Q: 3 clusters Score -543315.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -543359.562500 Penalty: 2734.278564
	Iteration 9Q: 3 clusters Score -543359.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -543394.062500 Penalty: 2734.278564
	Iteration 10Q: 3 clusters Score -543394.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -543428.875000 Penalty: 2734.278564
	Iteration 11Q: 3 clusters Score -543428.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -543464.562500 Penalty: 2734.278564
	Iteration 12Q: 3 clusters Score -543464.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -543508.000000 Penalty: 2734.278564
	Iteration 13Q: 3 clusters Score -543508 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -543553.562500 Penalty: 2734.278564
	Iteration 14Q: 3 clusters Score -543553.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -543604.312500 Penalty: 2734.278564
	Iteration 15Q: 3 clusters Score -543604.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -543662.750000 Penalty: 2734.278564
	Iteration 16Q: 3 clusters Score -543662.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -543736.437500 Penalty: 2734.278564
	Iteration 17Q: 3 clusters Score -543736.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -543821.687500 Penalty: 2734.278564
	Iteration 18Q: 3 clusters Score -543821.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -543897.937500 Penalty: 2734.278564
	Iteration 19Q: 3 clusters Score -543897.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -543968.500000 Penalty: 2734.278564
	Iteration 20F: 3 clusters Score -543968.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -544046.125000 Penalty: 2734.278564
	Iteration 21Q: 3 clusters Score -544046.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -544109.312500 Penalty: 2734.278564
	Iteration 22Q: 3 clusters Score -544109.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -544144.312500 Penalty: 2734.278564
	Iteration 23Q: 3 clusters Score -544144.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -544174.125000 Penalty: 2734.278564
	Iteration 24Q: 3 clusters Score -544174.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -544202.750000 Penalty: 2734.278564
	Iteration 25Q: 3 clusters Score -544202.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -544227.312500 Penalty: 2734.278564
	Iteration 26Q: 3 clusters Score -544227.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -544249.187500 Penalty: 2734.278564
	Iteration 27Q: 3 clusters Score -544249.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -544273.437500 Penalty: 2734.278564
	Iteration 28Q: 3 clusters Score -544273.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -544289.812500 Penalty: 2734.278564
	Iteration 29Q: 3 clusters Score -544289.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -544299.375000 Penalty: 2734.278564
	Iteration 30Q: 3 clusters Score -544299.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -544313.125000 Penalty: 2734.278564
	Iteration 31Q: 3 clusters Score -544313.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -544322.500000 Penalty: 2734.278564
	Iteration 32Q: 3 clusters Score -544322.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -544329.937500 Penalty: 2734.278564
	Iteration 33Q: 3 clusters Score -544329.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -544334.937500 Penalty: 2734.278564
	Iteration 34Q: 3 clusters Score -544334.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -544341.562500 Penalty: 2734.278564
	Iteration 35Q: 3 clusters Score -544341.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -544348.062500 Penalty: 2734.278564
	Iteration 36Q: 3 clusters Score -544348.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -544352.312500 Penalty: 2734.278564
	Iteration 37Q: 3 clusters Score -544352.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -544358.687500 Penalty: 2734.278564
	Iteration 38Q: 3 clusters Score -544358.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -544362.312500 Penalty: 2734.278564
	Iteration 39Q: 3 clusters Score -544362.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -544364.750000 Penalty: 2734.278564
	Iteration 40F: 3 clusters Score -544364.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -544369.187500 Penalty: 2734.278564
	Iteration 41Q: 3 clusters Score -544369.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -544370.562500 Penalty: 2734.278564
	Iteration 42Q: 3 clusters Score -544370.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -544371.625000 Penalty: 2734.278564
	Iteration 43Q: 3 clusters Score -544371.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -544371.812500 Penalty: 2734.278564
	Iteration 44Q: 3 clusters Score -544371.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -544373.125000 Penalty: 2734.278564
	Iteration 45Q: 3 clusters Score -544373.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -544373.125000 Penalty: 2734.278564
	Iteration 46F: 3 clusters Score -544373.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Entering Unmasked Estep 
Score: -178946.046875 Penalty: 1181.990356
	Iteration 0F: 2 clusters Score -178946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -177197.000000 Penalty: 2363.980713
	Iteration 0F: 3 clusters Score -177197 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -177555.812500 Penalty: 2363.980713
	Iteration 1F: 3 clusters Score -177555.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -177642.703125 Penalty: 2363.980713
	Iteration 2F: 3 clusters Score -177642.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -177707.531250 Penalty: 2363.980713
	Iteration 3Q: 3 clusters Score -177707.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -177765.875000 Penalty: 2363.980713
	Iteration 4Q: 3 clusters Score -177765.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -177826.531250 Penalty: 2363.980713
	Iteration 5Q: 3 clusters Score -177826.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -177930.015625 Penalty: 2363.980713
	Iteration 6Q: 3 clusters Score -177930 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -178085.515625 Penalty: 2363.980713
	Iteration 7Q: 3 clusters Score -178085.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -178289.218750 Penalty: 2363.980713
	Iteration 8F: 3 clusters Score -178289.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -178455.281250 Penalty: 2363.980713
	Iteration 9F: 3 clusters Score -178455.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -178598.109375 Penalty: 2363.980713
	Iteration 10F: 3 clusters Score -178598.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -178696.687500 Penalty: 2363.980713
	Iteration 11Q: 3 clusters Score -178696.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -178759.000000 Penalty: 2363.980713
	Iteration 12Q: 3 clusters Score -178759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -178805.171875 Penalty: 2363.980713
	Iteration 13Q: 3 clusters Score -178805.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -178821.546875 Penalty: 2363.980713
	Iteration 14Q: 3 clusters Score -178821.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -178828.265625 Penalty: 2363.980713
	Iteration 15Q: 3 clusters Score -178828.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -178834.156250 Penalty: 2363.980713
	Iteration 16Q: 3 clusters Score -178834.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -178840.718750 Penalty: 2363.980713
	Iteration 17Q: 3 clusters Score -178840.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -178845.796875 Penalty: 2363.980713
	Iteration 18Q: 3 clusters Score -178845.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -178848.859375 Penalty: 2363.980713
	Iteration 19Q: 3 clusters Score -178848.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -178848.859375 Penalty: 2363.980713
	Iteration 20F: 3 clusters Score -178848.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Entering Unmasked Estep 
Score: -1731151.625000 Penalty: 1550.320679
	Iteration 0F: 2 clusters Score -1731152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1721521.875000 Penalty: 3100.641357
	Iteration 0F: 3 clusters Score -1721522 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1725125.000000 Penalty: 3100.641357
	Iteration 1F: 3 clusters Score -1725125 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1725721.500000 Penalty: 3100.641357
	Iteration 2F: 3 clusters Score -1725722 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1726499.250000 Penalty: 3100.641357
	Iteration 3F: 3 clusters Score -1726499 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1727281.125000 Penalty: 3100.641357
	Iteration 4F: 3 clusters Score -1727281 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1727929.750000 Penalty: 3100.641357
	Iteration 5F: 3 clusters Score -1727930 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1728517.000000 Penalty: 3100.641357
	Iteration 6F: 3 clusters Score -1728517 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1729044.125000 Penalty: 3100.641357
	Iteration 7F: 3 clusters Score -1729044 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1729506.375000 Penalty: 3100.641357
	Iteration 8F: 3 clusters Score -1729506 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1729871.875000 Penalty: 3100.641357
	Iteration 9Q: 3 clusters Score -1729872 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1730146.500000 Penalty: 3100.641357
	Iteration 10Q: 3 clusters Score -1730146 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1730302.750000 Penalty: 3100.641357
	Iteration 11Q: 3 clusters Score -1730303 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1730418.250000 Penalty: 3100.641357
	Iteration 12Q: 3 clusters Score -1730418 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1730515.625000 Penalty: 3100.641357
	Iteration 13Q: 3 clusters Score -1730516 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1730574.250000 Penalty: 3100.641357
	Iteration 14Q: 3 clusters Score -1730574 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1730626.500000 Penalty: 3100.641357
	Iteration 15Q: 3 clusters Score -1730626 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1730667.625000 Penalty: 3100.641357
	Iteration 16Q: 3 clusters Score -1730668 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1730696.875000 Penalty: 3100.641357
	Iteration 17Q: 3 clusters Score -1730697 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1730719.125000 Penalty: 3100.641357
	Iteration 18Q: 3 clusters Score -1730719 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1730736.125000 Penalty: 3100.641357
	Iteration 19Q: 3 clusters Score -1730736 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1730743.250000 Penalty: 3100.641357
	Iteration 20F: 3 clusters Score -1730743 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1730751.625000 Penalty: 3100.641357
	Iteration 21Q: 3 clusters Score -1730752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1730761.875000 Penalty: 3100.641357
	Iteration 22Q: 3 clusters Score -1730762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1730762.000000 Penalty: 3100.641357
	Iteration 23Q: 3 clusters Score -1730762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1730770.250000 Penalty: 3100.641357
	Iteration 24Q: 3 clusters Score -1730770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1730781.750000 Penalty: 3100.641357
	Iteration 25Q: 3 clusters Score -1730782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1730791.875000 Penalty: 3100.641357
	Iteration 26Q: 3 clusters Score -1730792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1730795.625000 Penalty: 3100.641357
	Iteration 27Q: 3 clusters Score -1730796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1730802.875000 Penalty: 3100.641357
	Iteration 28Q: 3 clusters Score -1730803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1730805.000000 Penalty: 3100.641357
	Iteration 29Q: 3 clusters Score -1730805 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1730813.375000 Penalty: 3100.641357
	Iteration 30Q: 3 clusters Score -1730813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1730823.875000 Penalty: 3100.641357
	Iteration 31Q: 3 clusters Score -1730824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1730824.250000 Penalty: 3100.641357
	Iteration 32Q: 3 clusters Score -1730824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1730829.625000 Penalty: 3100.641357
	Iteration 33Q: 3 clusters Score -1730830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1730829.375000 Penalty: 3100.641357
	Iteration 34Q: 3 clusters Score -1730829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1730829.750000 Penalty: 3100.641357
	Iteration 35Q: 3 clusters Score -1730830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1730832.750000 Penalty: 3100.641357
	Iteration 36Q: 3 clusters Score -1730833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1730836.500000 Penalty: 3100.641357
	Iteration 37Q: 3 clusters Score -1730836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1730836.125000 Penalty: 3100.641357
	Iteration 38Q: 3 clusters Score -1730836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1730837.375000 Penalty: 3100.641357
	Iteration 39Q: 3 clusters Score -1730837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1730837.375000 Penalty: 3100.641357
	Iteration 40F: 3 clusters Score -1730837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -26884.195312 Penalty: 954.219177
	Iteration 0F: 2 clusters Score -26884.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -26080.638672 Penalty: 1908.438354
	Iteration 0F: 3 clusters Score -26080.64 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26559.466797 Penalty: 1908.438354
	Iteration 1F: 3 clusters Score -26559.47 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -26821.175781 Penalty: 1908.438354
	Iteration 2F: 3 clusters Score -26821.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -26891.421875 Penalty: 1908.438354
	Iteration 3Q: 3 clusters Score -26891.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -26929.039062 Penalty: 1908.438354
	Iteration 4Q: 3 clusters Score -26929.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -26938.982422 Penalty: 1908.438354
	Iteration 5Q: 3 clusters Score -26938.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -26942.544922 Penalty: 1908.438354
	Iteration 6Q: 3 clusters Score -26942.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -26942.544922 Penalty: 1908.438354
	Iteration 7F: 3 clusters Score -26942.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 21500 members 
Mstep: Class 4 contains 15071 members 
Mstep: Class 5 contains 9927 members 
Mstep: Class 6 contains 6811 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4014 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 1442 members 
Mstep: Class 11 contains 13911 members 
Mstep: Class 12 contains 104 members 
Mstep: Class 13 contains 42826 members 
Mstep: Class 14 contains 45378 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 8579 members 
Mstep: Class 17 contains 108183 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 9760 members 
Mstep: Class 20 contains 46152 members 
Mstep: Class 21 contains 6746 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 78096 members 
Mstep: Class 24 contains 99650 members 
Mstep: Class 25 contains 75059 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 105414 members 
Mstep: Class 29 contains 4926 members 
Mstep: Class 30 contains 77204 members 
Mstep: Class 31 contains 94599 members 
Mstep: Class 32 contains 3161 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1085 members 
Mstep: Class 35 contains 9533 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 338 members 
Mstep: Class 38 contains 2159 members 
Mstep: Class 39 contains 473 members 
Mstep: Class 40 contains 251 members 
Entering Unmasked Estep 
Score: -111768184.000000 Penalty: 89247.812500
Splitting cluster 12 changes total score from -111769504.000000 to -111768184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (42826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42826 members 
Entering Unmasked Estep 
Score: -5324734.500000 Penalty: 1733.046387
	Iteration 0F: 2 clusters Score -5324734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -5296071.500000 Penalty: 3466.092773
	Iteration 0F: 3 clusters Score -5296072 nChanged 19909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -5307285.000000 Penalty: 3466.092773
	Iteration 1F: 3 clusters Score -5307285 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -5307945.000000 Penalty: 3466.092773
	Iteration 2Q: 3 clusters Score -5307945 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -5308781.000000 Penalty: 3466.092773
	Iteration 3Q: 3 clusters Score -5308781 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -5309926.500000 Penalty: 3466.092773
	Iteration 4F: 3 clusters Score -5309926 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -5311653.500000 Penalty: 3466.092773
	Iteration 5F: 3 clusters Score -5311654 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -5314019.500000 Penalty: 3466.092773
	Iteration 6F: 3 clusters Score -5314020 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -5316957.000000 Penalty: 3466.092773
	Iteration 7F: 3 clusters Score -5316957 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -5319689.500000 Penalty: 3466.092773
	Iteration 8F: 3 clusters Score -5319690 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5321501.000000 Penalty: 3466.092773
	Iteration 9Q: 3 clusters Score -5321501 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5322503.500000 Penalty: 3466.092773
	Iteration 10Q: 3 clusters Score -5322504 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5322897.000000 Penalty: 3466.092773
	Iteration 11Q: 3 clusters Score -5322897 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5323039.000000 Penalty: 3466.092773
	Iteration 12Q: 3 clusters Score -5323039 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5323113.500000 Penalty: 3466.092773
	Iteration 13Q: 3 clusters Score -5323114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5323159.500000 Penalty: 3466.092773
	Iteration 14Q: 3 clusters Score -5323160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -5323193.500000 Penalty: 3466.092773
	Iteration 15Q: 3 clusters Score -5323194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -5323206.500000 Penalty: 3466.092773
	Iteration 16Q: 3 clusters Score -5323206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -5323218.500000 Penalty: 3466.092773
	Iteration 17Q: 3 clusters Score -5323218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -5323225.500000 Penalty: 3466.092773
	Iteration 18Q: 3 clusters Score -5323226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -5323238.500000 Penalty: 3466.092773
	Iteration 19Q: 3 clusters Score -5323238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -5323244.500000 Penalty: 3466.092773
	Iteration 20F: 3 clusters Score -5323244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -5323246.000000 Penalty: 3466.092773
	Iteration 21Q: 3 clusters Score -5323246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -5323242.500000 Penalty: 3466.092773
	Iteration 22Q: 3 clusters Score -5323242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -5323242.500000 Penalty: 3466.092773
	Iteration 23F: 3 clusters Score -5323242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45378 members 
Entering Unmasked Estep 
Score: -5487159.500000 Penalty: 1742.452271
	Iteration 0F: 2 clusters Score -5487160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -5456786.500000 Penalty: 3484.904541
	Iteration 0F: 3 clusters Score -5456786 nChanged 21240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -5468923.000000 Penalty: 3484.904541
	Iteration 1F: 3 clusters Score -5468923 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -5469769.000000 Penalty: 3484.904541
	Iteration 2Q: 3 clusters Score -5469769 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -5470971.000000 Penalty: 3484.904541
	Iteration 3F: 3 clusters Score -5470971 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -5472761.000000 Penalty: 3484.904541
	Iteration 4F: 3 clusters Score -5472761 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -5474944.500000 Penalty: 3484.904541
	Iteration 5F: 3 clusters Score -5474944 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -5477106.500000 Penalty: 3484.904541
	Iteration 6F: 3 clusters Score -5477106 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -5479168.500000 Penalty: 3484.904541
	Iteration 7F: 3 clusters Score -5479168 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -5481070.000000 Penalty: 3484.904541
	Iteration 8F: 3 clusters Score -5481070 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -5483057.500000 Penalty: 3484.904541
	Iteration 9Q: 3 clusters Score -5483058 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -5484583.000000 Penalty: 3484.904541
	Iteration 10Q: 3 clusters Score -5484583 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -5485251.000000 Penalty: 3484.904541
	Iteration 11Q: 3 clusters Score -5485251 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -5485549.000000 Penalty: 3484.904541
	Iteration 12Q: 3 clusters Score -5485549 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -5485762.500000 Penalty: 3484.904541
	Iteration 13Q: 3 clusters Score -5485762 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -5485867.500000 Penalty: 3484.904541
	Iteration 14Q: 3 clusters Score -5485868 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -5485956.500000 Penalty: 3484.904541
	Iteration 15Q: 3 clusters Score -5485956 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -5486026.000000 Penalty: 3484.904541
	Iteration 16Q: 3 clusters Score -5486026 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
Score: -5486060.500000 Penalty: 3484.904541
	Iteration 17Q: 3 clusters Score -5486060 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -5486114.500000 Penalty: 3484.904541
	Iteration 18Q: 3 clusters Score -5486114 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -5486136.500000 Penalty: 3484.904541
	Iteration 19Q: 3 clusters Score -5486136 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -5486164.500000 Penalty: 3484.904541
	Iteration 20F: 3 clusters Score -5486164 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -5486193.000000 Penalty: 3484.904541
	Iteration 21Q: 3 clusters Score -5486193 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -5486203.000000 Penalty: 3484.904541
	Iteration 22Q: 3 clusters Score -5486203 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -5486217.500000 Penalty: 3484.904541
	Iteration 23Q: 3 clusters Score -5486218 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -5486219.000000 Penalty: 3484.904541
	Iteration 24Q: 3 clusters Score -5486219 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -5486241.500000 Penalty: 3484.904541
	Iteration 25Q: 3 clusters Score -5486242 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -5486245.500000 Penalty: 3484.904541
	Iteration 26Q: 3 clusters Score -5486246 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -5486240.000000 Penalty: 3484.904541
	Iteration 27Q: 3 clusters Score -5486240 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -5486262.500000 Penalty: 3484.904541
	Iteration 28Q: 3 clusters Score -5486262 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -5486273.000000 Penalty: 3484.904541
	Iteration 29Q: 3 clusters Score -5486273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -5486277.500000 Penalty: 3484.904541
	Iteration 30Q: 3 clusters Score -5486278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -5486280.500000 Penalty: 3484.904541
	Iteration 31Q: 3 clusters Score -5486280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -5486287.500000 Penalty: 3484.904541
	Iteration 32Q: 3 clusters Score -5486288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -5486297.000000 Penalty: 3484.904541
	Iteration 33Q: 3 clusters Score -5486297 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -5486300.500000 Penalty: 3484.904541
	Iteration 34Q: 3 clusters Score -5486300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -5486309.000000 Penalty: 3484.904541
	Iteration 35Q: 3 clusters Score -5486309 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -5486322.500000 Penalty: 3484.904541
	Iteration 36Q: 3 clusters Score -5486322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -5486321.500000 Penalty: 3484.904541
	Iteration 37Q: 3 clusters Score -5486322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -5486329.000000 Penalty: 3484.904541
	Iteration 38Q: 3 clusters Score -5486329 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -5486328.500000 Penalty: 3484.904541
	Iteration 39Q: 3 clusters Score -5486328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -5486336.500000 Penalty: 3484.904541
	Iteration 40F: 3 clusters Score -5486336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -5486340.000000 Penalty: 3484.904541
	Iteration 41Q: 3 clusters Score -5486340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -5486344.000000 Penalty: 3484.904541
	Iteration 42Q: 3 clusters Score -5486344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -5486348.000000 Penalty: 3484.904541
	Iteration 43Q: 3 clusters Score -5486348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -5486349.000000 Penalty: 3484.904541
	Iteration 44Q: 3 clusters Score -5486349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -5486346.500000 Penalty: 3484.904541
	Iteration 45Q: 3 clusters Score -5486346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -5486356.500000 Penalty: 3484.904541
	Iteration 46Q: 3 clusters Score -5486356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -5486364.000000 Penalty: 3484.904541
	Iteration 47Q: 3 clusters Score -5486364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -5486361.000000 Penalty: 3484.904541
	Iteration 48Q: 3 clusters Score -5486361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -5486362.500000 Penalty: 3484.904541
	Iteration 49Q: 3 clusters Score -5486362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -5486369.500000 Penalty: 3484.904541
	Iteration 50Q: 3 clusters Score -5486370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
Score: -5486375.000000 Penalty: 3484.904541
	Iteration 51Q: 3 clusters Score -5486375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -5486373.500000 Penalty: 3484.904541
	Iteration 52Q: 3 clusters Score -5486374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -5486376.500000 Penalty: 3484.904541
	Iteration 53Q: 3 clusters Score -5486376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -5486381.000000 Penalty: 3484.904541
	Iteration 54Q: 3 clusters Score -5486381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -5486378.500000 Penalty: 3484.904541
	Iteration 55Q: 3 clusters Score -5486378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -5486374.500000 Penalty: 3484.904541
	Iteration 56Q: 3 clusters Score -5486374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -5486374.500000 Penalty: 3484.904541
	Iteration 57F: 3 clusters Score -5486374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Entering Unmasked Estep 
Score: -1159806.500000 Penalty: 1484.695312
	Iteration 0F: 2 clusters Score -1159806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1153092.250000 Penalty: 2969.390625
	Iteration 0F: 3 clusters Score -1153092 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1155314.125000 Penalty: 2969.390625
	Iteration 1F: 3 clusters Score -1155314 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1155547.875000 Penalty: 2969.390625
	Iteration 2F: 3 clusters Score -1155548 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1155741.125000 Penalty: 2969.390625
	Iteration 3Q: 3 clusters Score -1155741 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1155913.625000 Penalty: 2969.390625
	Iteration 4Q: 3 clusters Score -1155914 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1156077.375000 Penalty: 2969.390625
	Iteration 5Q: 3 clusters Score -1156077 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1156263.250000 Penalty: 2969.390625
	Iteration 6Q: 3 clusters Score -1156263 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1156510.625000 Penalty: 2969.390625
	Iteration 7Q: 3 clusters Score -1156511 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1156830.125000 Penalty: 2969.390625
	Iteration 8F: 3 clusters Score -1156830 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1157250.000000 Penalty: 2969.390625
	Iteration 9F: 3 clusters Score -1157250 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1157780.000000 Penalty: 2969.390625
	Iteration 10F: 3 clusters Score -1157780 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1158289.375000 Penalty: 2969.390625
	Iteration 11F: 3 clusters Score -1158289 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1158610.250000 Penalty: 2969.390625
	Iteration 12Q: 3 clusters Score -1158610 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1158792.375000 Penalty: 2969.390625
	Iteration 13Q: 3 clusters Score -1158792 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1158900.125000 Penalty: 2969.390625
	Iteration 14Q: 3 clusters Score -1158900 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1158978.000000 Penalty: 2969.390625
	Iteration 15Q: 3 clusters Score -1158978 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1159023.625000 Penalty: 2969.390625
	Iteration 16Q: 3 clusters Score -1159024 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1159055.375000 Penalty: 2969.390625
	Iteration 17Q: 3 clusters Score -1159055 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1159075.000000 Penalty: 2969.390625
	Iteration 18Q: 3 clusters Score -1159075 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1159093.750000 Penalty: 2969.390625
	Iteration 19Q: 3 clusters Score -1159094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1159109.000000 Penalty: 2969.390625
	Iteration 20F: 3 clusters Score -1159109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1159115.250000 Penalty: 2969.390625
	Iteration 21Q: 3 clusters Score -1159115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1159118.500000 Penalty: 2969.390625
	Iteration 22Q: 3 clusters Score -1159118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1159123.875000 Penalty: 2969.390625
	Iteration 23Q: 3 clusters Score -1159124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1159128.125000 Penalty: 2969.390625
	Iteration 24Q: 3 clusters Score -1159128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1159131.125000 Penalty: 2969.390625
	Iteration 25Q: 3 clusters Score -1159131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1159129.500000 Penalty: 2969.390625
	Iteration 26Q: 3 clusters Score -1159130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1159130.875000 Penalty: 2969.390625
	Iteration 27Q: 3 clusters Score -1159131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1159130.875000 Penalty: 2969.390625
	Iteration 28F: 3 clusters Score -1159131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Entering Unmasked Estep 
Score: -1009736.625000 Penalty: 1471.774292
	Iteration 0F: 2 clusters Score -1009737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1003482.125000 Penalty: 2943.548584
	Iteration 0F: 3 clusters Score -1003482 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1005533.437500 Penalty: 2943.548584
	Iteration 1F: 3 clusters Score -1005533 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1005992.312500 Penalty: 2943.548584
	Iteration 2F: 3 clusters Score -1005992 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1006382.250000 Penalty: 2943.548584
	Iteration 3F: 3 clusters Score -1006382 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1006682.625000 Penalty: 2943.548584
	Iteration 4F: 3 clusters Score -1006683 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1006960.312500 Penalty: 2943.548584
	Iteration 5F: 3 clusters Score -1006960 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1007203.125000 Penalty: 2943.548584
	Iteration 6Q: 3 clusters Score -1007203 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1007389.125000 Penalty: 2943.548584
	Iteration 7Q: 3 clusters Score -1007389 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1007540.250000 Penalty: 2943.548584
	Iteration 8Q: 3 clusters Score -1007540 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1007679.750000 Penalty: 2943.548584
	Iteration 9Q: 3 clusters Score -1007680 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1007808.125000 Penalty: 2943.548584
	Iteration 10Q: 3 clusters Score -1007808 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1007946.687500 Penalty: 2943.548584
	Iteration 11Q: 3 clusters Score -1007947 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1008099.500000 Penalty: 2943.548584
	Iteration 12Q: 3 clusters Score -1008100 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1008231.375000 Penalty: 2943.548584
	Iteration 13Q: 3 clusters Score -1008231 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1008358.687500 Penalty: 2943.548584
	Iteration 14Q: 3 clusters Score -1008359 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1008461.875000 Penalty: 2943.548584
	Iteration 15Q: 3 clusters Score -1008462 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1008561.062500 Penalty: 2943.548584
	Iteration 16Q: 3 clusters Score -1008561 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1008688.625000 Penalty: 2943.548584
	Iteration 17Q: 3 clusters Score -1008689 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1008826.500000 Penalty: 2943.548584
	Iteration 18Q: 3 clusters Score -1008826 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1008966.312500 Penalty: 2943.548584
	Iteration 19Q: 3 clusters Score -1008966 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1009074.500000 Penalty: 2943.548584
	Iteration 20F: 3 clusters Score -1009074 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1009166.437500 Penalty: 2943.548584
	Iteration 21Q: 3 clusters Score -1009166 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1009245.937500 Penalty: 2943.548584
	Iteration 22Q: 3 clusters Score -1009246 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1009301.750000 Penalty: 2943.548584
	Iteration 23Q: 3 clusters Score -1009302 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1009325.687500 Penalty: 2943.548584
	Iteration 24Q: 3 clusters Score -1009326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1009339.062500 Penalty: 2943.548584
	Iteration 25Q: 3 clusters Score -1009339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1009346.750000 Penalty: 2943.548584
	Iteration 26Q: 3 clusters Score -1009347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1009348.750000 Penalty: 2943.548584
	Iteration 27Q: 3 clusters Score -1009349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1009351.312500 Penalty: 2943.548584
	Iteration 28Q: 3 clusters Score -1009351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1009352.187500 Penalty: 2943.548584
	Iteration 29Q: 3 clusters Score -1009352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1009354.125000 Penalty: 2943.548584
	Iteration 30Q: 3 clusters Score -1009354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1009356.875000 Penalty: 2943.548584
	Iteration 31Q: 3 clusters Score -1009357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1009358.687500 Penalty: 2943.548584
	Iteration 32Q: 3 clusters Score -1009359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1009358.750000 Penalty: 2943.548584
	Iteration 33Q: 3 clusters Score -1009359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1009358.312500 Penalty: 2943.548584
	Iteration 34Q: 3 clusters Score -1009358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1009360.250000 Penalty: 2943.548584
	Iteration 35Q: 3 clusters Score -1009360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1009361.937500 Penalty: 2943.548584
	Iteration 36Q: 3 clusters Score -1009362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1009361.875000 Penalty: 2943.548584
	Iteration 37Q: 3 clusters Score -1009362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1009360.687500 Penalty: 2943.548584
	Iteration 38Q: 3 clusters Score -1009361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1009362.062500 Penalty: 2943.548584
	Iteration 39Q: 3 clusters Score -1009362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1009364.250000 Penalty: 2943.548584
	Iteration 40F: 3 clusters Score -1009364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (108183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108183 members 
Entering Unmasked Estep 
Score: -13594879.000000 Penalty: 1883.631714
	Iteration 0F: 2 clusters Score -1.359488e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53899 members 
Mstep: Class 2 contains 54284 members 
Entering Unmasked Estep 
Score: -13526625.000000 Penalty: 3767.263428
	Iteration 0F: 3 clusters Score -1.352662e+07 nChanged 52122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49527 members 
Mstep: Class 2 contains 58656 members 
Entering Unmasked Estep 
Score: -13558027.000000 Penalty: 3767.263428
	Iteration 1F: 3 clusters Score -1.355803e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46630 members 
Mstep: Class 2 contains 61553 members 
Entering Unmasked Estep 
Score: -13559736.000000 Penalty: 3767.263428
	Iteration 2Q: 3 clusters Score -1.355974e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 65887 members 
Entering Unmasked Estep 
Score: -13562723.000000 Penalty: 3767.263428
	Iteration 3F: 3 clusters Score -1.356272e+07 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 72011 members 
Entering Unmasked Estep 
Score: -13567325.000000 Penalty: 3767.263428
	Iteration 4F: 3 clusters Score -1.356732e+07 nChanged 8615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 79516 members 
Entering Unmasked Estep 
Score: -13573600.000000 Penalty: 3767.263428
	Iteration 5F: 3 clusters Score -1.35736e+07 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 86763 members 
Entering Unmasked Estep 
Score: -13580229.000000 Penalty: 3767.263428
	Iteration 6F: 3 clusters Score -1.358023e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 92148 members 
Entering Unmasked Estep 
Score: -13586743.000000 Penalty: 3767.263428
	Iteration 7F: 3 clusters Score -1.358674e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 95760 members 
Entering Unmasked Estep 
Score: -13591433.000000 Penalty: 3767.263428
	Iteration 8Q: 3 clusters Score -1.359143e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 98208 members 
Entering Unmasked Estep 
Score: -13593716.000000 Penalty: 3767.263428
	Iteration 9Q: 3 clusters Score -1.359372e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 99978 members 
Entering Unmasked Estep 
Score: -13594778.000000 Penalty: 3767.263428
	Iteration 10Q: 3 clusters Score -1.359478e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 101328 members 
Entering Unmasked Estep 
Score: -13595261.000000 Penalty: 3767.263428
	Iteration 11Q: 3 clusters Score -1.359526e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 102369 members 
Entering Unmasked Estep 
Score: -13595441.000000 Penalty: 3767.263428
	Iteration 12Q: 3 clusters Score -1.359544e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 103235 members 
Entering Unmasked Estep 
Score: -13595394.000000 Penalty: 3767.263428
	Iteration 13Q: 3 clusters Score -1.359539e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 103911 members 
Entering Unmasked Estep 
Score: -13595249.000000 Penalty: 3767.263428
	Iteration 14Q: 3 clusters Score -1.359525e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 104457 members 
Entering Unmasked Estep 
Score: -13595091.000000 Penalty: 3767.263428
	Iteration 15Q: 3 clusters Score -1.359509e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 104922 members 
Entering Unmasked Estep 
Score: -13595036.000000 Penalty: 3767.263428
	Iteration 16Q: 3 clusters Score -1.359504e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 105304 members 
Entering Unmasked Estep 
Score: -13594855.000000 Penalty: 3767.263428
	Iteration 17Q: 3 clusters Score -1.359486e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 105619 members 
Entering Unmasked Estep 
Score: -13594703.000000 Penalty: 3767.263428
	Iteration 18Q: 3 clusters Score -1.35947e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 105866 members 
Entering Unmasked Estep 
Score: -13594636.000000 Penalty: 3767.263428
	Iteration 19Q: 3 clusters Score -1.359464e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 106089 members 
Entering Unmasked Estep 
Score: -13594552.000000 Penalty: 3767.263428
	Iteration 20F: 3 clusters Score -1.359455e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 106280 members 
Entering Unmasked Estep 
Score: -13594520.000000 Penalty: 3767.263428
	Iteration 21Q: 3 clusters Score -1.359452e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 106427 members 
Entering Unmasked Estep 
Score: -13594456.000000 Penalty: 3767.263428
	Iteration 22Q: 3 clusters Score -1.359446e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 106544 members 
Entering Unmasked Estep 
Score: -13594407.000000 Penalty: 3767.263428
	Iteration 23Q: 3 clusters Score -1.359441e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 106661 members 
Entering Unmasked Estep 
Score: -13594350.000000 Penalty: 3767.263428
	Iteration 24Q: 3 clusters Score -1.359435e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 106761 members 
Entering Unmasked Estep 
Score: -13594300.000000 Penalty: 3767.263428
	Iteration 25Q: 3 clusters Score -1.35943e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 106831 members 
Entering Unmasked Estep 
Score: -13594234.000000 Penalty: 3767.263428
	Iteration 26Q: 3 clusters Score -1.359423e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 106891 members 
Entering Unmasked Estep 
Score: -13594179.000000 Penalty: 3767.263428
	Iteration 27Q: 3 clusters Score -1.359418e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 106945 members 
Entering Unmasked Estep 
Score: -13594161.000000 Penalty: 3767.263428
	Iteration 28Q: 3 clusters Score -1.359416e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 106988 members 
Entering Unmasked Estep 
Score: -13594158.000000 Penalty: 3767.263428
	Iteration 29Q: 3 clusters Score -1.359416e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 107022 members 
Entering Unmasked Estep 
Score: -13594155.000000 Penalty: 3767.263428
	Iteration 30Q: 3 clusters Score -1.359416e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 107054 members 
Entering Unmasked Estep 
Score: -13594144.000000 Penalty: 3767.263428
	Iteration 31Q: 3 clusters Score -1.359414e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 107081 members 
Entering Unmasked Estep 
Score: -13594135.000000 Penalty: 3767.263428
	Iteration 32Q: 3 clusters Score -1.359414e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 107101 members 
Entering Unmasked Estep 
Score: -13594130.000000 Penalty: 3767.263428
	Iteration 33Q: 3 clusters Score -1.359413e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 107119 members 
Entering Unmasked Estep 
Score: -13594131.000000 Penalty: 3767.263428
	Iteration 34Q: 3 clusters Score -1.359413e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 107137 members 
Entering Unmasked Estep 
Score: -13594120.000000 Penalty: 3767.263428
	Iteration 35Q: 3 clusters Score -1.359412e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 107153 members 
Entering Unmasked Estep 
Score: -13594116.000000 Penalty: 3767.263428
	Iteration 36Q: 3 clusters Score -1.359412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 107160 members 
Entering Unmasked Estep 
Score: -13594116.000000 Penalty: 3767.263428
	Iteration 37Q: 3 clusters Score -1.359412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 107171 members 
Entering Unmasked Estep 
Score: -13594124.000000 Penalty: 3767.263428
	Iteration 38Q: 3 clusters Score -1.359412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 107179 members 
Entering Unmasked Estep 
Score: -13594116.000000 Penalty: 3767.263428
	Iteration 39Q: 3 clusters Score -1.359412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 107186 members 
Entering Unmasked Estep 
Score: -13594110.000000 Penalty: 3767.263428
	Iteration 40F: 3 clusters Score -1.359411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 107193 members 
Entering Unmasked Estep 
Score: -13594115.000000 Penalty: 3767.263428
	Iteration 41Q: 3 clusters Score -1.359412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 107199 members 
Entering Unmasked Estep 
Score: -13594105.000000 Penalty: 3767.263428
	Iteration 42Q: 3 clusters Score -1.35941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 107203 members 
Entering Unmasked Estep 
Score: -13594109.000000 Penalty: 3767.263428
	Iteration 43Q: 3 clusters Score -1.359411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 107207 members 
Entering Unmasked Estep 
Score: -13594103.000000 Penalty: 3767.263428
	Iteration 44Q: 3 clusters Score -1.35941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 107209 members 
Entering Unmasked Estep 
Score: -13594086.000000 Penalty: 3767.263428
	Iteration 45Q: 3 clusters Score -1.359409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 107210 members 
Entering Unmasked Estep 
Score: -13594084.000000 Penalty: 3767.263428
	Iteration 46Q: 3 clusters Score -1.359408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 107210 members 
Entering Unmasked Estep 
Score: -13594084.000000 Penalty: 3767.263428
	Iteration 47F: 3 clusters Score -1.359408e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Entering Unmasked Estep 
Score: -404290.000000 Penalty: 1321.898682
	Iteration 0F: 2 clusters Score -404290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -401327.093750 Penalty: 2643.797363
	Iteration 0F: 3 clusters Score -401327.1 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -402046.062500 Penalty: 2643.797363
	Iteration 1F: 3 clusters Score -402046.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -402243.937500 Penalty: 2643.797363
	Iteration 2F: 3 clusters Score -402243.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -402398.531250 Penalty: 2643.797363
	Iteration 3F: 3 clusters Score -402398.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -402492.750000 Penalty: 2643.797363
	Iteration 4F: 3 clusters Score -402492.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -402558.968750 Penalty: 2643.797363
	Iteration 5Q: 3 clusters Score -402559 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -402631.437500 Penalty: 2643.797363
	Iteration 6Q: 3 clusters Score -402631.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -402712.687500 Penalty: 2643.797363
	Iteration 7Q: 3 clusters Score -402712.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -402795.281250 Penalty: 2643.797363
	Iteration 8Q: 3 clusters Score -402795.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -402869.156250 Penalty: 2643.797363
	Iteration 9Q: 3 clusters Score -402869.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -402930.531250 Penalty: 2643.797363
	Iteration 10Q: 3 clusters Score -402930.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -402979.718750 Penalty: 2643.797363
	Iteration 11Q: 3 clusters Score -402979.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -403023.093750 Penalty: 2643.797363
	Iteration 12Q: 3 clusters Score -403023.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -403057.156250 Penalty: 2643.797363
	Iteration 13Q: 3 clusters Score -403057.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -403092.656250 Penalty: 2643.797363
	Iteration 14Q: 3 clusters Score -403092.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -403115.687500 Penalty: 2643.797363
	Iteration 15Q: 3 clusters Score -403115.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -403142.375000 Penalty: 2643.797363
	Iteration 16Q: 3 clusters Score -403142.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -403173.281250 Penalty: 2643.797363
	Iteration 17Q: 3 clusters Score -403173.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -403196.156250 Penalty: 2643.797363
	Iteration 18Q: 3 clusters Score -403196.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -403215.906250 Penalty: 2643.797363
	Iteration 19Q: 3 clusters Score -403215.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -403229.718750 Penalty: 2643.797363
	Iteration 20F: 3 clusters Score -403229.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -403243.218750 Penalty: 2643.797363
	Iteration 21Q: 3 clusters Score -403243.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -403256.843750 Penalty: 2643.797363
	Iteration 22Q: 3 clusters Score -403256.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -403263.625000 Penalty: 2643.797363
	Iteration 23Q: 3 clusters Score -403263.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -403270.718750 Penalty: 2643.797363
	Iteration 24Q: 3 clusters Score -403270.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -403281.031250 Penalty: 2643.797363
	Iteration 25Q: 3 clusters Score -403281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -403294.093750 Penalty: 2643.797363
	Iteration 26Q: 3 clusters Score -403294.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -403298.937500 Penalty: 2643.797363
	Iteration 27Q: 3 clusters Score -403298.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -403300.156250 Penalty: 2643.797363
	Iteration 28Q: 3 clusters Score -403300.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -403301.250000 Penalty: 2643.797363
	Iteration 29Q: 3 clusters Score -403301.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -403301.250000 Penalty: 2643.797363
	Iteration 30F: 3 clusters Score -403301.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Entering Unmasked Estep 
Score: -1229983.250000 Penalty: 1492.732788
	Iteration 0F: 2 clusters Score -1229983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1222978.750000 Penalty: 2985.465576
	Iteration 0F: 3 clusters Score -1222979 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1225264.000000 Penalty: 2985.465576
	Iteration 1F: 3 clusters Score -1225264 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1225489.500000 Penalty: 2985.465576
	Iteration 2F: 3 clusters Score -1225490 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1225669.250000 Penalty: 2985.465576
	Iteration 3Q: 3 clusters Score -1225669 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1225856.625000 Penalty: 2985.465576
	Iteration 4Q: 3 clusters Score -1225857 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1226065.500000 Penalty: 2985.465576
	Iteration 5Q: 3 clusters Score -1226066 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1226337.750000 Penalty: 2985.465576
	Iteration 6Q: 3 clusters Score -1226338 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1226674.875000 Penalty: 2985.465576
	Iteration 7F: 3 clusters Score -1226675 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1227057.375000 Penalty: 2985.465576
	Iteration 8F: 3 clusters Score -1227057 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1227477.625000 Penalty: 2985.465576
	Iteration 9F: 3 clusters Score -1227478 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1227836.750000 Penalty: 2985.465576
	Iteration 10Q: 3 clusters Score -1227837 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1228133.625000 Penalty: 2985.465576
	Iteration 11Q: 3 clusters Score -1228134 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1228400.250000 Penalty: 2985.465576
	Iteration 12Q: 3 clusters Score -1228400 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1228598.250000 Penalty: 2985.465576
	Iteration 13Q: 3 clusters Score -1228598 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1228745.875000 Penalty: 2985.465576
	Iteration 14Q: 3 clusters Score -1228746 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1228880.875000 Penalty: 2985.465576
	Iteration 15Q: 3 clusters Score -1228881 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1228965.250000 Penalty: 2985.465576
	Iteration 16Q: 3 clusters Score -1228965 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1229023.750000 Penalty: 2985.465576
	Iteration 17Q: 3 clusters Score -1229024 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1229044.375000 Penalty: 2985.465576
	Iteration 18Q: 3 clusters Score -1229044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1229057.250000 Penalty: 2985.465576
	Iteration 19Q: 3 clusters Score -1229057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1229062.250000 Penalty: 2985.465576
	Iteration 20F: 3 clusters Score -1229062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1229068.750000 Penalty: 2985.465576
	Iteration 21Q: 3 clusters Score -1229069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1229068.875000 Penalty: 2985.465576
	Iteration 22Q: 3 clusters Score -1229069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1229071.625000 Penalty: 2985.465576
	Iteration 23Q: 3 clusters Score -1229072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1229071.625000 Penalty: 2985.465576
	Iteration 24F: 3 clusters Score -1229072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46152 members 
Entering Unmasked Estep 
Score: -5888775.500000 Penalty: 1745.200562
	Iteration 0F: 2 clusters Score -5888776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -5857955.000000 Penalty: 3490.401123
	Iteration 0F: 3 clusters Score -5857955 nChanged 21605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -5870167.500000 Penalty: 3490.401123
	Iteration 1F: 3 clusters Score -5870168 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -5870581.500000 Penalty: 3490.401123
	Iteration 2Q: 3 clusters Score -5870582 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -5871014.000000 Penalty: 3490.401123
	Iteration 3Q: 3 clusters Score -5871014 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -5871497.500000 Penalty: 3490.401123
	Iteration 4Q: 3 clusters Score -5871498 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -5872148.000000 Penalty: 3490.401123
	Iteration 5Q: 3 clusters Score -5872148 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -5872971.500000 Penalty: 3490.401123
	Iteration 6Q: 3 clusters Score -5872972 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -5874152.000000 Penalty: 3490.401123
	Iteration 7Q: 3 clusters Score -5874152 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -5875810.500000 Penalty: 3490.401123
	Iteration 8F: 3 clusters Score -5875810 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -5877963.000000 Penalty: 3490.401123
	Iteration 9F: 3 clusters Score -5877963 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -5880069.500000 Penalty: 3490.401123
	Iteration 10F: 3 clusters Score -5880070 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -5881822.500000 Penalty: 3490.401123
	Iteration 11Q: 3 clusters Score -5881822 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -5883085.500000 Penalty: 3490.401123
	Iteration 12Q: 3 clusters Score -5883086 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -5884038.500000 Penalty: 3490.401123
	Iteration 13Q: 3 clusters Score -5884038 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -5884792.500000 Penalty: 3490.401123
	Iteration 14Q: 3 clusters Score -5884792 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -5885388.500000 Penalty: 3490.401123
	Iteration 15Q: 3 clusters Score -5885388 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -5885848.500000 Penalty: 3490.401123
	Iteration 16Q: 3 clusters Score -5885848 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -5886211.000000 Penalty: 3490.401123
	Iteration 17Q: 3 clusters Score -5886211 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5886531.500000 Penalty: 3490.401123
	Iteration 18Q: 3 clusters Score -5886532 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5886772.000000 Penalty: 3490.401123
	Iteration 19Q: 3 clusters Score -5886772 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5886954.000000 Penalty: 3490.401123
	Iteration 20F: 3 clusters Score -5886954 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5887053.500000 Penalty: 3490.401123
	Iteration 21Q: 3 clusters Score -5887054 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5887117.000000 Penalty: 3490.401123
	Iteration 22Q: 3 clusters Score -5887117 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5887168.500000 Penalty: 3490.401123
	Iteration 23Q: 3 clusters Score -5887168 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45547 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5887205.000000 Penalty: 3490.401123
	Iteration 24Q: 3 clusters Score -5887205 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5887219.500000 Penalty: 3490.401123
	Iteration 25Q: 3 clusters Score -5887220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5887224.000000 Penalty: 3490.401123
	Iteration 26Q: 3 clusters Score -5887224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5887246.500000 Penalty: 3490.401123
	Iteration 27Q: 3 clusters Score -5887246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5887253.500000 Penalty: 3490.401123
	Iteration 28Q: 3 clusters Score -5887254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5887255.000000 Penalty: 3490.401123
	Iteration 29Q: 3 clusters Score -5887255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5887255.500000 Penalty: 3490.401123
	Iteration 30Q: 3 clusters Score -5887256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5887251.500000 Penalty: 3490.401123
	Iteration 31Q: 3 clusters Score -5887252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5887255.500000 Penalty: 3490.401123
	Iteration 32Q: 3 clusters Score -5887256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5887259.000000 Penalty: 3490.401123
	Iteration 33Q: 3 clusters Score -5887259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45642 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5887259.500000 Penalty: 3490.401123
	Iteration 34Q: 3 clusters Score -5887260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45642 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5887259.500000 Penalty: 3490.401123
	Iteration 35F: 3 clusters Score -5887260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Entering Unmasked Estep 
Score: -841418.500000 Penalty: 1432.714478
	Iteration 0F: 2 clusters Score -841418.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -836372.125000 Penalty: 2865.428955
	Iteration 0F: 3 clusters Score -836372.1 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -837942.437500 Penalty: 2865.428955
	Iteration 1F: 3 clusters Score -837942.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -838459.812500 Penalty: 2865.428955
	Iteration 2F: 3 clusters Score -838459.8 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -839160.750000 Penalty: 2865.428955
	Iteration 3F: 3 clusters Score -839160.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -839924.687500 Penalty: 2865.428955
	Iteration 4F: 3 clusters Score -839924.7 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -840441.937500 Penalty: 2865.428955
	Iteration 5F: 3 clusters Score -840441.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -840715.750000 Penalty: 2865.428955
	Iteration 6F: 3 clusters Score -840715.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -840869.000000 Penalty: 2865.428955
	Iteration 7Q: 3 clusters Score -840869 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -840955.750000 Penalty: 2865.428955
	Iteration 8Q: 3 clusters Score -840955.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -841004.125000 Penalty: 2865.428955
	Iteration 9Q: 3 clusters Score -841004.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -841030.875000 Penalty: 2865.428955
	Iteration 10Q: 3 clusters Score -841030.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -841047.062500 Penalty: 2865.428955
	Iteration 11Q: 3 clusters Score -841047.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -841056.187500 Penalty: 2865.428955
	Iteration 12Q: 3 clusters Score -841056.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -841063.250000 Penalty: 2865.428955
	Iteration 13Q: 3 clusters Score -841063.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -841069.687500 Penalty: 2865.428955
	Iteration 14Q: 3 clusters Score -841069.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -841075.000000 Penalty: 2865.428955
	Iteration 15Q: 3 clusters Score -841075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -841078.062500 Penalty: 2865.428955
	Iteration 16Q: 3 clusters Score -841078.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -841080.812500 Penalty: 2865.428955
	Iteration 17Q: 3 clusters Score -841080.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -841085.250000 Penalty: 2865.428955
	Iteration 18Q: 3 clusters Score -841085.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -841089.375000 Penalty: 2865.428955
	Iteration 19Q: 3 clusters Score -841089.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -841087.500000 Penalty: 2865.428955
	Iteration 20F: 3 clusters Score -841087.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -841088.750000 Penalty: 2865.428955
	Iteration 21Q: 3 clusters Score -841088.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -841091.375000 Penalty: 2865.428955
	Iteration 22Q: 3 clusters Score -841091.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -841091.187500 Penalty: 2865.428955
	Iteration 23Q: 3 clusters Score -841091.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -841090.125000 Penalty: 2865.428955
	Iteration 24Q: 3 clusters Score -841090.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -841090.250000 Penalty: 2865.428955
	Iteration 25Q: 3 clusters Score -841090.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -841090.250000 Penalty: 2865.428955
	Iteration 26F: 3 clusters Score -841090.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -65269.125000 Penalty: 1047.429443
	Iteration 0F: 2 clusters Score -65269.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -64149.863281 Penalty: 2094.858887
	Iteration 0F: 3 clusters Score -64149.86 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -64605.222656 Penalty: 2094.858887
	Iteration 1F: 3 clusters Score -64605.22 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -64840.949219 Penalty: 2094.858887
	Iteration 2F: 3 clusters Score -64840.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -64973.625000 Penalty: 2094.858887
	Iteration 3F: 3 clusters Score -64973.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -65039.484375 Penalty: 2094.858887
	Iteration 4Q: 3 clusters Score -65039.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -65070.871094 Penalty: 2094.858887
	Iteration 5Q: 3 clusters Score -65070.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -65099.421875 Penalty: 2094.858887
	Iteration 6Q: 3 clusters Score -65099.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -65125.269531 Penalty: 2094.858887
	Iteration 7Q: 3 clusters Score -65125.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -65132.808594 Penalty: 2094.858887
	Iteration 8Q: 3 clusters Score -65132.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -65144.199219 Penalty: 2094.858887
	Iteration 9Q: 3 clusters Score -65144.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -65159.527344 Penalty: 2094.858887
	Iteration 10Q: 3 clusters Score -65159.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -65182.351562 Penalty: 2094.858887
	Iteration 11Q: 3 clusters Score -65182.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -65185.855469 Penalty: 2094.858887
	Iteration 12Q: 3 clusters Score -65185.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -65187.601562 Penalty: 2094.858887
	Iteration 13Q: 3 clusters Score -65187.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -65187.601562 Penalty: 2094.858887
	Iteration 14F: 3 clusters Score -65187.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -9716410.000000 Penalty: 1830.675171
	Iteration 0F: 2 clusters Score -9716410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -9664195.000000 Penalty: 3661.350342
	Iteration 0F: 3 clusters Score -9664195 nChanged 37011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -9686259.000000 Penalty: 3661.350342
	Iteration 1F: 3 clusters Score -9686259 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -9687695.000000 Penalty: 3661.350342
	Iteration 2Q: 3 clusters Score -9687695 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -9689447.000000 Penalty: 3661.350342
	Iteration 3F: 3 clusters Score -9689447 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -9691847.000000 Penalty: 3661.350342
	Iteration 4F: 3 clusters Score -9691847 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -9694982.000000 Penalty: 3661.350342
	Iteration 5F: 3 clusters Score -9694982 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
Score: -9698791.000000 Penalty: 3661.350342
	Iteration 6F: 3 clusters Score -9698791 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -9702360.000000 Penalty: 3661.350342
	Iteration 7F: 3 clusters Score -9702360 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 46592 members 
Entering Unmasked Estep 
Score: -9704725.000000 Penalty: 3661.350342
	Iteration 8F: 3 clusters Score -9704725 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 46922 members 
Entering Unmasked Estep 
Score: -9705850.000000 Penalty: 3661.350342
	Iteration 9Q: 3 clusters Score -9705850 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -9706369.000000 Penalty: 3661.350342
	Iteration 10Q: 3 clusters Score -9706369 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -9706666.000000 Penalty: 3661.350342
	Iteration 11Q: 3 clusters Score -9706666 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 48228 members 
Entering Unmasked Estep 
Score: -9706847.000000 Penalty: 3661.350342
	Iteration 12Q: 3 clusters Score -9706847 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -9706911.000000 Penalty: 3661.350342
	Iteration 13Q: 3 clusters Score -9706911 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 49239 members 
Entering Unmasked Estep 
Score: -9707033.000000 Penalty: 3661.350342
	Iteration 14Q: 3 clusters Score -9707033 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 49749 members 
Entering Unmasked Estep 
Score: -9707135.000000 Penalty: 3661.350342
	Iteration 15Q: 3 clusters Score -9707135 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -9707187.000000 Penalty: 3661.350342
	Iteration 16Q: 3 clusters Score -9707187 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -9707301.000000 Penalty: 3661.350342
	Iteration 17Q: 3 clusters Score -9707301 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 51522 members 
Entering Unmasked Estep 
Score: -9707478.000000 Penalty: 3661.350342
	Iteration 18Q: 3 clusters Score -9707478 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -9707656.000000 Penalty: 3661.350342
	Iteration 19Q: 3 clusters Score -9707656 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 52903 members 
Entering Unmasked Estep 
Score: -9707881.000000 Penalty: 3661.350342
	Iteration 20F: 3 clusters Score -9707881 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 53685 members 
Entering Unmasked Estep 
Score: -9708121.000000 Penalty: 3661.350342
	Iteration 21Q: 3 clusters Score -9708121 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 54479 members 
Entering Unmasked Estep 
Score: -9708355.000000 Penalty: 3661.350342
	Iteration 22Q: 3 clusters Score -9708355 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 55311 members 
Entering Unmasked Estep 
Score: -9708682.000000 Penalty: 3661.350342
	Iteration 23Q: 3 clusters Score -9708682 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 56169 members 
Entering Unmasked Estep 
Score: -9708949.000000 Penalty: 3661.350342
	Iteration 24Q: 3 clusters Score -9708949 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 57000 members 
Entering Unmasked Estep 
Score: -9709236.000000 Penalty: 3661.350342
	Iteration 25Q: 3 clusters Score -9709236 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 57855 members 
Entering Unmasked Estep 
Score: -9709501.000000 Penalty: 3661.350342
	Iteration 26Q: 3 clusters Score -9709501 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 58737 members 
Entering Unmasked Estep 
Score: -9709812.000000 Penalty: 3661.350342
	Iteration 27Q: 3 clusters Score -9709812 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 59536 members 
Entering Unmasked Estep 
Score: -9710055.000000 Penalty: 3661.350342
	Iteration 28Q: 3 clusters Score -9710055 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 60270 members 
Entering Unmasked Estep 
Score: -9710289.000000 Penalty: 3661.350342
	Iteration 29Q: 3 clusters Score -9710289 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 60993 members 
Entering Unmasked Estep 
Score: -9710515.000000 Penalty: 3661.350342
	Iteration 30Q: 3 clusters Score -9710515 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 61722 members 
Entering Unmasked Estep 
Score: -9710722.000000 Penalty: 3661.350342
	Iteration 31Q: 3 clusters Score -9710722 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 62404 members 
Entering Unmasked Estep 
Score: -9710952.000000 Penalty: 3661.350342
	Iteration 32Q: 3 clusters Score -9710952 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 63079 members 
Entering Unmasked Estep 
Score: -9711156.000000 Penalty: 3661.350342
	Iteration 33Q: 3 clusters Score -9711156 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 63759 members 
Entering Unmasked Estep 
Score: -9711305.000000 Penalty: 3661.350342
	Iteration 34Q: 3 clusters Score -9711305 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 64423 members 
Entering Unmasked Estep 
Score: -9711472.000000 Penalty: 3661.350342
	Iteration 35Q: 3 clusters Score -9711472 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 65072 members 
Entering Unmasked Estep 
Score: -9711692.000000 Penalty: 3661.350342
	Iteration 36Q: 3 clusters Score -9711692 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 65705 members 
Entering Unmasked Estep 
Score: -9711871.000000 Penalty: 3661.350342
	Iteration 37Q: 3 clusters Score -9711871 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 66314 members 
Entering Unmasked Estep 
Score: -9712030.000000 Penalty: 3661.350342
	Iteration 38Q: 3 clusters Score -9712030 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 66929 members 
Entering Unmasked Estep 
Score: -9712205.000000 Penalty: 3661.350342
	Iteration 39Q: 3 clusters Score -9712205 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 67509 members 
Entering Unmasked Estep 
Score: -9712393.000000 Penalty: 3661.350342
	Iteration 40F: 3 clusters Score -9712393 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 68046 members 
Entering Unmasked Estep 
Score: -9712516.000000 Penalty: 3661.350342
	Iteration 41Q: 3 clusters Score -9712516 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 68542 members 
Entering Unmasked Estep 
Score: -9712655.000000 Penalty: 3661.350342
	Iteration 42Q: 3 clusters Score -9712655 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 69001 members 
Entering Unmasked Estep 
Score: -9712799.000000 Penalty: 3661.350342
	Iteration 43Q: 3 clusters Score -9712799 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 69476 members 
Entering Unmasked Estep 
Score: -9712963.000000 Penalty: 3661.350342
	Iteration 44Q: 3 clusters Score -9712963 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 69913 members 
Entering Unmasked Estep 
Score: -9713072.000000 Penalty: 3661.350342
	Iteration 45Q: 3 clusters Score -9713072 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 70322 members 
Entering Unmasked Estep 
Score: -9713170.000000 Penalty: 3661.350342
	Iteration 46Q: 3 clusters Score -9713170 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 70722 members 
Entering Unmasked Estep 
Score: -9713287.000000 Penalty: 3661.350342
	Iteration 47Q: 3 clusters Score -9713287 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 71102 members 
Entering Unmasked Estep 
Score: -9713371.000000 Penalty: 3661.350342
	Iteration 48Q: 3 clusters Score -9713371 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 71483 members 
Entering Unmasked Estep 
Score: -9713452.000000 Penalty: 3661.350342
	Iteration 49Q: 3 clusters Score -9713452 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 71851 members 
Entering Unmasked Estep 
Score: -9713594.000000 Penalty: 3661.350342
	Iteration 50Q: 3 clusters Score -9713594 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 72207 members 
Entering Unmasked Estep 
Score: -9713694.000000 Penalty: 3661.350342
	Iteration 51Q: 3 clusters Score -9713694 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 72543 members 
Entering Unmasked Estep 
Score: -9713772.000000 Penalty: 3661.350342
	Iteration 52Q: 3 clusters Score -9713772 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 72885 members 
Entering Unmasked Estep 
Score: -9713880.000000 Penalty: 3661.350342
	Iteration 53Q: 3 clusters Score -9713880 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 73206 members 
Entering Unmasked Estep 
Score: -9713994.000000 Penalty: 3661.350342
	Iteration 54Q: 3 clusters Score -9713994 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 73527 members 
Entering Unmasked Estep 
Score: -9714110.000000 Penalty: 3661.350342
	Iteration 55Q: 3 clusters Score -9714110 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 73801 members 
Entering Unmasked Estep 
Score: -9714176.000000 Penalty: 3661.350342
	Iteration 56Q: 3 clusters Score -9714176 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 74054 members 
Entering Unmasked Estep 
Score: -9714259.000000 Penalty: 3661.350342
	Iteration 57Q: 3 clusters Score -9714259 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 74286 members 
Entering Unmasked Estep 
Score: -9714334.000000 Penalty: 3661.350342
	Iteration 58Q: 3 clusters Score -9714334 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 74494 members 
Entering Unmasked Estep 
Score: -9714378.000000 Penalty: 3661.350342
	Iteration 59Q: 3 clusters Score -9714378 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 74690 members 
Entering Unmasked Estep 
Score: -9714407.000000 Penalty: 3661.350342
	Iteration 60F: 3 clusters Score -9714407 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 74888 members 
Entering Unmasked Estep 
Score: -9714475.000000 Penalty: 3661.350342
	Iteration 61Q: 3 clusters Score -9714475 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 75069 members 
Entering Unmasked Estep 
Score: -9714489.000000 Penalty: 3661.350342
	Iteration 62Q: 3 clusters Score -9714489 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 75243 members 
Entering Unmasked Estep 
Score: -9714548.000000 Penalty: 3661.350342
	Iteration 63Q: 3 clusters Score -9714548 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 75419 members 
Entering Unmasked Estep 
Score: -9714614.000000 Penalty: 3661.350342
	Iteration 64Q: 3 clusters Score -9714614 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 75574 members 
Entering Unmasked Estep 
Score: -9714649.000000 Penalty: 3661.350342
	Iteration 65Q: 3 clusters Score -9714649 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 75702 members 
Entering Unmasked Estep 
Score: -9714665.000000 Penalty: 3661.350342
	Iteration 66Q: 3 clusters Score -9714665 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 75815 members 
Entering Unmasked Estep 
Score: -9714673.000000 Penalty: 3661.350342
	Iteration 67Q: 3 clusters Score -9714673 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 75907 members 
Entering Unmasked Estep 
Score: -9714710.000000 Penalty: 3661.350342
	Iteration 68Q: 3 clusters Score -9714710 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 75990 members 
Entering Unmasked Estep 
Score: -9714734.000000 Penalty: 3661.350342
	Iteration 69Q: 3 clusters Score -9714734 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 76077 members 
Entering Unmasked Estep 
Score: -9714758.000000 Penalty: 3661.350342
	Iteration 70Q: 3 clusters Score -9714758 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 76176 members 
Entering Unmasked Estep 
Score: -9714775.000000 Penalty: 3661.350342
	Iteration 71Q: 3 clusters Score -9714775 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 76249 members 
Entering Unmasked Estep 
Score: -9714784.000000 Penalty: 3661.350342
	Iteration 72Q: 3 clusters Score -9714784 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 76318 members 
Entering Unmasked Estep 
Score: -9714792.000000 Penalty: 3661.350342
	Iteration 73Q: 3 clusters Score -9714792 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 76380 members 
Entering Unmasked Estep 
Score: -9714820.000000 Penalty: 3661.350342
	Iteration 74Q: 3 clusters Score -9714820 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 76448 members 
Entering Unmasked Estep 
Score: -9714852.000000 Penalty: 3661.350342
	Iteration 75Q: 3 clusters Score -9714852 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 76494 members 
Entering Unmasked Estep 
Score: -9714869.000000 Penalty: 3661.350342
	Iteration 76Q: 3 clusters Score -9714869 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 76543 members 
Entering Unmasked Estep 
Score: -9714898.000000 Penalty: 3661.350342
	Iteration 77Q: 3 clusters Score -9714898 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 76597 members 
Entering Unmasked Estep 
Score: -9714916.000000 Penalty: 3661.350342
	Iteration 78Q: 3 clusters Score -9714916 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 76654 members 
Entering Unmasked Estep 
Score: -9714927.000000 Penalty: 3661.350342
	Iteration 79Q: 3 clusters Score -9714927 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 76699 members 
Entering Unmasked Estep 
Score: -9714939.000000 Penalty: 3661.350342
	Iteration 80F: 3 clusters Score -9714939 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 76743 members 
Entering Unmasked Estep 
Score: -9714957.000000 Penalty: 3661.350342
	Iteration 81Q: 3 clusters Score -9714957 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 76772 members 
Entering Unmasked Estep 
Score: -9714969.000000 Penalty: 3661.350342
	Iteration 82Q: 3 clusters Score -9714969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 76796 members 
Entering Unmasked Estep 
Score: -9714976.000000 Penalty: 3661.350342
	Iteration 83Q: 3 clusters Score -9714976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 76816 members 
Entering Unmasked Estep 
Score: -9714970.000000 Penalty: 3661.350342
	Iteration 84Q: 3 clusters Score -9714970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 76830 members 
Entering Unmasked Estep 
Score: -9714983.000000 Penalty: 3661.350342
	Iteration 85Q: 3 clusters Score -9714983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 76850 members 
Entering Unmasked Estep 
Score: -9714983.000000 Penalty: 3661.350342
	Iteration 86Q: 3 clusters Score -9714983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 76859 members 
Entering Unmasked Estep 
Score: -9714988.000000 Penalty: 3661.350342
	Iteration 87Q: 3 clusters Score -9714988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 76869 members 
Entering Unmasked Estep 
Score: -9714990.000000 Penalty: 3661.350342
	Iteration 88Q: 3 clusters Score -9714990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 76877 members 
Entering Unmasked Estep 
Score: -9714991.000000 Penalty: 3661.350342
	Iteration 89Q: 3 clusters Score -9714991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 76886 members 
Entering Unmasked Estep 
Score: -9714988.000000 Penalty: 3661.350342
	Iteration 90Q: 3 clusters Score -9714988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 76898 members 
Entering Unmasked Estep 
Score: -9714987.000000 Penalty: 3661.350342
	Iteration 91Q: 3 clusters Score -9714987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 76907 members 
Entering Unmasked Estep 
Score: -9715000.000000 Penalty: 3661.350342
	Iteration 92Q: 3 clusters Score -9715000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 76913 members 
Entering Unmasked Estep 
Score: -9714999.000000 Penalty: 3661.350342
	Iteration 93Q: 3 clusters Score -9714999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 76917 members 
Entering Unmasked Estep 
Score: -9714996.000000 Penalty: 3661.350342
	Iteration 94Q: 3 clusters Score -9714996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 76918 members 
Entering Unmasked Estep 
Score: -9714997.000000 Penalty: 3661.350342
	Iteration 95Q: 3 clusters Score -9714997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 76918 members 
Entering Unmasked Estep 
Score: -9714994.000000 Penalty: 3661.350342
	Iteration 96Q: 3 clusters Score -9714994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 76917 members 
Entering Unmasked Estep 
Score: -9714993.000000 Penalty: 3661.350342
	Iteration 97Q: 3 clusters Score -9714993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 76919 members 
Entering Unmasked Estep 
Score: -9714997.000000 Penalty: 3661.350342
	Iteration 98Q: 3 clusters Score -9714997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 76920 members 
Entering Unmasked Estep 
Score: -9715000.000000 Penalty: 3661.350342
	Iteration 99Q: 3 clusters Score -9715000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 76923 members 
Entering Unmasked Estep 
Score: -9715001.000000 Penalty: 3661.350342
	Iteration 100F: 3 clusters Score -9715001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 76924 members 
Entering Unmasked Estep 
Score: -9715008.000000 Penalty: 3661.350342
	Iteration 101Q: 3 clusters Score -9715008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 76926 members 
Entering Unmasked Estep 
Score: -9715010.000000 Penalty: 3661.350342
	Iteration 102Q: 3 clusters Score -9715010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 76928 members 
Entering Unmasked Estep 
Score: -9715009.000000 Penalty: 3661.350342
	Iteration 103Q: 3 clusters Score -9715009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 76930 members 
Entering Unmasked Estep 
Score: -9715008.000000 Penalty: 3661.350342
	Iteration 104Q: 3 clusters Score -9715008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 76933 members 
Entering Unmasked Estep 
Score: -9715007.000000 Penalty: 3661.350342
	Iteration 105Q: 3 clusters Score -9715007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 76937 members 
Entering Unmasked Estep 
Score: -9715005.000000 Penalty: 3661.350342
	Iteration 106Q: 3 clusters Score -9715005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 76945 members 
Entering Unmasked Estep 
Score: -9715011.000000 Penalty: 3661.350342
	Iteration 107Q: 3 clusters Score -9715011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 76950 members 
Entering Unmasked Estep 
Score: -9715015.000000 Penalty: 3661.350342
	Iteration 108Q: 3 clusters Score -9715015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 76953 members 
Entering Unmasked Estep 
Score: -9715019.000000 Penalty: 3661.350342
	Iteration 109Q: 3 clusters Score -9715019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 76955 members 
Entering Unmasked Estep 
Score: -9715009.000000 Penalty: 3661.350342
	Iteration 110Q: 3 clusters Score -9715009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 76956 members 
Entering Unmasked Estep 
Score: -9715010.000000 Penalty: 3661.350342
	Iteration 111Q: 3 clusters Score -9715010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 76960 members 
Entering Unmasked Estep 
Score: -9715013.000000 Penalty: 3661.350342
	Iteration 112Q: 3 clusters Score -9715013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 76967 members 
Entering Unmasked Estep 
Score: -9715015.000000 Penalty: 3661.350342
	Iteration 113Q: 3 clusters Score -9715015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 76971 members 
Entering Unmasked Estep 
Score: -9715004.000000 Penalty: 3661.350342
	Iteration 114Q: 3 clusters Score -9715004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 76973 members 
Entering Unmasked Estep 
Score: -9715013.000000 Penalty: 3661.350342
	Iteration 115Q: 3 clusters Score -9715013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 76975 members 
Entering Unmasked Estep 
Score: -9715018.000000 Penalty: 3661.350342
	Iteration 116Q: 3 clusters Score -9715018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 76979 members 
Entering Unmasked Estep 
Score: -9715018.000000 Penalty: 3661.350342
	Iteration 117Q: 3 clusters Score -9715018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 76984 members 
Entering Unmasked Estep 
Score: -9715025.000000 Penalty: 3661.350342
	Iteration 118Q: 3 clusters Score -9715025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 76992 members 
Entering Unmasked Estep 
Score: -9715035.000000 Penalty: 3661.350342
	Iteration 119Q: 3 clusters Score -9715035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 76999 members 
Entering Unmasked Estep 
Score: -9715029.000000 Penalty: 3661.350342
	Iteration 120F: 3 clusters Score -9715029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 77005 members 
Entering Unmasked Estep 
Score: -9715033.000000 Penalty: 3661.350342
	Iteration 121Q: 3 clusters Score -9715033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 77009 members 
Entering Unmasked Estep 
Score: -9715032.000000 Penalty: 3661.350342
	Iteration 122Q: 3 clusters Score -9715032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 77016 members 
Entering Unmasked Estep 
Score: -9715027.000000 Penalty: 3661.350342
	Iteration 123Q: 3 clusters Score -9715027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 77023 members 
Entering Unmasked Estep 
Score: -9715035.000000 Penalty: 3661.350342
	Iteration 124Q: 3 clusters Score -9715035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 77026 members 
Entering Unmasked Estep 
Score: -9715039.000000 Penalty: 3661.350342
	Iteration 125Q: 3 clusters Score -9715039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 77027 members 
Entering Unmasked Estep 
Score: -9715036.000000 Penalty: 3661.350342
	Iteration 126Q: 3 clusters Score -9715036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 77028 members 
Entering Unmasked Estep 
Score: -9715035.000000 Penalty: 3661.350342
	Iteration 127Q: 3 clusters Score -9715035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 77029 members 
Entering Unmasked Estep 
Score: -9715032.000000 Penalty: 3661.350342
	Iteration 128Q: 3 clusters Score -9715032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 77032 members 
Entering Unmasked Estep 
Score: -9715033.000000 Penalty: 3661.350342
	Iteration 129Q: 3 clusters Score -9715033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 77037 members 
Entering Unmasked Estep 
Score: -9715044.000000 Penalty: 3661.350342
	Iteration 130Q: 3 clusters Score -9715044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 77040 members 
Entering Unmasked Estep 
Score: -9715046.000000 Penalty: 3661.350342
	Iteration 131Q: 3 clusters Score -9715046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 77044 members 
Entering Unmasked Estep 
Score: -9715042.000000 Penalty: 3661.350342
	Iteration 132Q: 3 clusters Score -9715042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 77045 members 
Entering Unmasked Estep 
Score: -9715046.000000 Penalty: 3661.350342
	Iteration 133Q: 3 clusters Score -9715046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 77046 members 
Entering Unmasked Estep 
Score: -9715046.000000 Penalty: 3661.350342
	Iteration 134Q: 3 clusters Score -9715046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 77048 members 
Entering Unmasked Estep 
Score: -9715046.000000 Penalty: 3661.350342
	Iteration 135Q: 3 clusters Score -9715046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 77049 members 
Entering Unmasked Estep 
Score: -9715045.000000 Penalty: 3661.350342
	Iteration 136Q: 3 clusters Score -9715045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 77052 members 
Entering Unmasked Estep 
Score: -9715048.000000 Penalty: 3661.350342
	Iteration 137Q: 3 clusters Score -9715048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 77054 members 
Entering Unmasked Estep 
Score: -9715051.000000 Penalty: 3661.350342
	Iteration 138Q: 3 clusters Score -9715051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 77056 members 
Entering Unmasked Estep 
Score: -9715047.000000 Penalty: 3661.350342
	Iteration 139Q: 3 clusters Score -9715047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 77060 members 
Entering Unmasked Estep 
Score: -9715052.000000 Penalty: 3661.350342
	Iteration 140F: 3 clusters Score -9715052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 77061 members 
Entering Unmasked Estep 
Score: -9715054.000000 Penalty: 3661.350342
	Iteration 141Q: 3 clusters Score -9715054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 77064 members 
Entering Unmasked Estep 
Score: -9715051.000000 Penalty: 3661.350342
	Iteration 142Q: 3 clusters Score -9715051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 77066 members 
Entering Unmasked Estep 
Score: -9715054.000000 Penalty: 3661.350342
	Iteration 143Q: 3 clusters Score -9715054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 77069 members 
Entering Unmasked Estep 
Score: -9715060.000000 Penalty: 3661.350342
	Iteration 144Q: 3 clusters Score -9715060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 77073 members 
Entering Unmasked Estep 
Score: -9715057.000000 Penalty: 3661.350342
	Iteration 145Q: 3 clusters Score -9715057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 77078 members 
Entering Unmasked Estep 
Score: -9715058.000000 Penalty: 3661.350342
	Iteration 146Q: 3 clusters Score -9715058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 77086 members 
Entering Unmasked Estep 
Score: -9715068.000000 Penalty: 3661.350342
	Iteration 147Q: 3 clusters Score -9715068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 77091 members 
Entering Unmasked Estep 
Score: -9715070.000000 Penalty: 3661.350342
	Iteration 148Q: 3 clusters Score -9715070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 77095 members 
Entering Unmasked Estep 
Score: -9715062.000000 Penalty: 3661.350342
	Iteration 149Q: 3 clusters Score -9715062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 77097 members 
Entering Unmasked Estep 
Score: -9715067.000000 Penalty: 3661.350342
	Iteration 150Q: 3 clusters Score -9715067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 77101 members 
Entering Unmasked Estep 
Score: -9715058.000000 Penalty: 3661.350342
	Iteration 151Q: 3 clusters Score -9715058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 77103 members 
Entering Unmasked Estep 
Score: -9715063.000000 Penalty: 3661.350342
	Iteration 152Q: 3 clusters Score -9715063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 77106 members 
Entering Unmasked Estep 
Score: -9715061.000000 Penalty: 3661.350342
	Iteration 153Q: 3 clusters Score -9715061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 77108 members 
Entering Unmasked Estep 
Score: -9715056.000000 Penalty: 3661.350342
	Iteration 154Q: 3 clusters Score -9715056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 77108 members 
Entering Unmasked Estep 
Score: -9715058.000000 Penalty: 3661.350342
	Iteration 155Q: 3 clusters Score -9715058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 77108 members 
Entering Unmasked Estep 
Score: -9715058.000000 Penalty: 3661.350342
	Iteration 156F: 3 clusters Score -9715058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (99650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99650 members 
Entering Unmasked Estep 
Score: -12486046.000000 Penalty: 1870.280640
	Iteration 0F: 2 clusters Score -1.248605e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50002 members 
Mstep: Class 2 contains 49648 members 
Entering Unmasked Estep 
Score: -12421377.000000 Penalty: 3740.561279
	Iteration 0F: 3 clusters Score -1.242138e+07 nChanged 47534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51396 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -12449632.000000 Penalty: 3740.561279
	Iteration 1F: 3 clusters Score -1.244963e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52690 members 
Mstep: Class 2 contains 46960 members 
Entering Unmasked Estep 
Score: -12450916.000000 Penalty: 3740.561279
	Iteration 2Q: 3 clusters Score -1.245092e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54495 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -12452802.000000 Penalty: 3740.561279
	Iteration 3Q: 3 clusters Score -1.24528e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56914 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -12455565.000000 Penalty: 3740.561279
	Iteration 4F: 3 clusters Score -1.245556e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59954 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -12459237.000000 Penalty: 3740.561279
	Iteration 5F: 3 clusters Score -1.245924e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63264 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -12463722.000000 Penalty: 3740.561279
	Iteration 6F: 3 clusters Score -1.246372e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66361 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -12467972.000000 Penalty: 3740.561279
	Iteration 7F: 3 clusters Score -1.246797e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68971 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -12471329.000000 Penalty: 3740.561279
	Iteration 8F: 3 clusters Score -1.247133e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71057 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -12473636.000000 Penalty: 3740.561279
	Iteration 9Q: 3 clusters Score -1.247364e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72767 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -12475041.000000 Penalty: 3740.561279
	Iteration 10Q: 3 clusters Score -1.247504e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74347 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -12475886.000000 Penalty: 3740.561279
	Iteration 11Q: 3 clusters Score -1.247589e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75816 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -12476550.000000 Penalty: 3740.561279
	Iteration 12Q: 3 clusters Score -1.247655e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77292 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -12477128.000000 Penalty: 3740.561279
	Iteration 13Q: 3 clusters Score -1.247713e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78723 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -12477762.000000 Penalty: 3740.561279
	Iteration 14Q: 3 clusters Score -1.247776e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80262 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -12478470.000000 Penalty: 3740.561279
	Iteration 15Q: 3 clusters Score -1.247847e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81837 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -12479108.000000 Penalty: 3740.561279
	Iteration 16Q: 3 clusters Score -1.247911e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83398 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -12479852.000000 Penalty: 3740.561279
	Iteration 17Q: 3 clusters Score -1.247985e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84889 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -12480633.000000 Penalty: 3740.561279
	Iteration 18Q: 3 clusters Score -1.248063e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86282 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -12481327.000000 Penalty: 3740.561279
	Iteration 19Q: 3 clusters Score -1.248133e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87597 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -12481921.000000 Penalty: 3740.561279
	Iteration 20F: 3 clusters Score -1.248192e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88818 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -12482433.000000 Penalty: 3740.561279
	Iteration 21Q: 3 clusters Score -1.248243e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89944 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -12482969.000000 Penalty: 3740.561279
	Iteration 22Q: 3 clusters Score -1.248297e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90977 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -12483471.000000 Penalty: 3740.561279
	Iteration 23Q: 3 clusters Score -1.248347e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91851 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -12483913.000000 Penalty: 3740.561279
	Iteration 24Q: 3 clusters Score -1.248391e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92570 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -12484321.000000 Penalty: 3740.561279
	Iteration 25Q: 3 clusters Score -1.248432e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93241 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -12484752.000000 Penalty: 3740.561279
	Iteration 26Q: 3 clusters Score -1.248475e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93811 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -12485108.000000 Penalty: 3740.561279
	Iteration 27Q: 3 clusters Score -1.248511e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94269 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -12485357.000000 Penalty: 3740.561279
	Iteration 28Q: 3 clusters Score -1.248536e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94630 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -12485539.000000 Penalty: 3740.561279
	Iteration 29Q: 3 clusters Score -1.248554e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94903 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -12485651.000000 Penalty: 3740.561279
	Iteration 30Q: 3 clusters Score -1.248565e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95126 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -12485693.000000 Penalty: 3740.561279
	Iteration 31Q: 3 clusters Score -1.248569e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95298 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -12485734.000000 Penalty: 3740.561279
	Iteration 32Q: 3 clusters Score -1.248573e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95455 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -12485736.000000 Penalty: 3740.561279
	Iteration 33Q: 3 clusters Score -1.248574e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95599 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -12485794.000000 Penalty: 3740.561279
	Iteration 34Q: 3 clusters Score -1.248579e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95729 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -12485796.000000 Penalty: 3740.561279
	Iteration 35Q: 3 clusters Score -1.24858e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95812 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -12485803.000000 Penalty: 3740.561279
	Iteration 36Q: 3 clusters Score -1.24858e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95893 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -12485823.000000 Penalty: 3740.561279
	Iteration 37Q: 3 clusters Score -1.248582e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95946 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -12485813.000000 Penalty: 3740.561279
	Iteration 38Q: 3 clusters Score -1.248581e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95993 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -12485821.000000 Penalty: 3740.561279
	Iteration 39Q: 3 clusters Score -1.248582e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96042 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -12485829.000000 Penalty: 3740.561279
	Iteration 40F: 3 clusters Score -1.248583e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96079 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -12485794.000000 Penalty: 3740.561279
	Iteration 41Q: 3 clusters Score -1.248579e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96096 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -12485810.000000 Penalty: 3740.561279
	Iteration 42Q: 3 clusters Score -1.248581e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96120 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -12485820.000000 Penalty: 3740.561279
	Iteration 43Q: 3 clusters Score -1.248582e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96151 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -12485805.000000 Penalty: 3740.561279
	Iteration 44Q: 3 clusters Score -1.24858e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96175 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -12485786.000000 Penalty: 3740.561279
	Iteration 45Q: 3 clusters Score -1.248579e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96193 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -12485799.000000 Penalty: 3740.561279
	Iteration 46Q: 3 clusters Score -1.24858e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96217 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -12485802.000000 Penalty: 3740.561279
	Iteration 47Q: 3 clusters Score -1.24858e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96230 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -12485805.000000 Penalty: 3740.561279
	Iteration 48Q: 3 clusters Score -1.24858e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96242 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -12485808.000000 Penalty: 3740.561279
	Iteration 49Q: 3 clusters Score -1.248581e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96252 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -12485813.000000 Penalty: 3740.561279
	Iteration 50Q: 3 clusters Score -1.248581e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96261 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -12485810.000000 Penalty: 3740.561279
	Iteration 51Q: 3 clusters Score -1.248581e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96272 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -12485818.000000 Penalty: 3740.561279
	Iteration 52Q: 3 clusters Score -1.248582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96280 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -12485822.000000 Penalty: 3740.561279
	Iteration 53Q: 3 clusters Score -1.248582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96284 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -12485819.000000 Penalty: 3740.561279
	Iteration 54Q: 3 clusters Score -1.248582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96287 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -12485821.000000 Penalty: 3740.561279
	Iteration 55Q: 3 clusters Score -1.248582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96288 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -12485822.000000 Penalty: 3740.561279
	Iteration 56Q: 3 clusters Score -1.248582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96288 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -12485822.000000 Penalty: 3740.561279
	Iteration 57F: 3 clusters Score -1.248582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (75059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75059 members 
Entering Unmasked Estep 
Score: -9505540.000000 Penalty: 1824.229736
	Iteration 0F: 2 clusters Score -9505540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -9455643.000000 Penalty: 3648.459473
	Iteration 0F: 3 clusters Score -9455643 nChanged 35544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -9475865.000000 Penalty: 3648.459473
	Iteration 1F: 3 clusters Score -9475865 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -9476620.000000 Penalty: 3648.459473
	Iteration 2Q: 3 clusters Score -9476620 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -9477602.000000 Penalty: 3648.459473
	Iteration 3Q: 3 clusters Score -9477602 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -9478903.000000 Penalty: 3648.459473
	Iteration 4Q: 3 clusters Score -9478903 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -9480724.000000 Penalty: 3648.459473
	Iteration 5Q: 3 clusters Score -9480724 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -9483469.000000 Penalty: 3648.459473
	Iteration 6F: 3 clusters Score -9483469 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55664 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -9487395.000000 Penalty: 3648.459473
	Iteration 7F: 3 clusters Score -9487395 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61246 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -9492195.000000 Penalty: 3648.459473
	Iteration 8F: 3 clusters Score -9492195 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66207 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -9496603.000000 Penalty: 3648.459473
	Iteration 9F: 3 clusters Score -9496603 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69755 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -9499751.000000 Penalty: 3648.459473
	Iteration 10Q: 3 clusters Score -9499751 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71999 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -9501693.000000 Penalty: 3648.459473
	Iteration 11Q: 3 clusters Score -9501693 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73241 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -9502678.000000 Penalty: 3648.459473
	Iteration 12Q: 3 clusters Score -9502678 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73933 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -9503276.000000 Penalty: 3648.459473
	Iteration 13Q: 3 clusters Score -9503276 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74329 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -9503587.000000 Penalty: 3648.459473
	Iteration 14Q: 3 clusters Score -9503587 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74504 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -9503720.000000 Penalty: 3648.459473
	Iteration 15Q: 3 clusters Score -9503720 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74612 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9503826.000000 Penalty: 3648.459473
	Iteration 16Q: 3 clusters Score -9503826 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74667 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9503866.000000 Penalty: 3648.459473
	Iteration 17Q: 3 clusters Score -9503866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74707 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9503899.000000 Penalty: 3648.459473
	Iteration 18Q: 3 clusters Score -9503899 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74732 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9503926.000000 Penalty: 3648.459473
	Iteration 19Q: 3 clusters Score -9503926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74754 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9503947.000000 Penalty: 3648.459473
	Iteration 20F: 3 clusters Score -9503947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74762 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9503953.000000 Penalty: 3648.459473
	Iteration 21Q: 3 clusters Score -9503953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74767 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9503951.000000 Penalty: 3648.459473
	Iteration 22Q: 3 clusters Score -9503951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74771 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9503952.000000 Penalty: 3648.459473
	Iteration 23Q: 3 clusters Score -9503952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74773 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -9503956.000000 Penalty: 3648.459473
	Iteration 24Q: 3 clusters Score -9503956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74774 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -9503951.000000 Penalty: 3648.459473
	Iteration 25Q: 3 clusters Score -9503951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74774 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -9503951.000000 Penalty: 3648.459473
	Iteration 26F: 3 clusters Score -9503951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Entering Unmasked Estep 
Score: -45260.980469 Penalty: 1000.164429
	Iteration 0F: 2 clusters Score -45260.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -44283.855469 Penalty: 2000.328857
	Iteration 0F: 3 clusters Score -44283.86 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -44713.207031 Penalty: 2000.328857
	Iteration 1F: 3 clusters Score -44713.21 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -44899.398438 Penalty: 2000.328857
	Iteration 2F: 3 clusters Score -44899.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -44986.046875 Penalty: 2000.328857
	Iteration 3F: 3 clusters Score -44986.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45065.218750 Penalty: 2000.328857
	Iteration 4Q: 3 clusters Score -45065.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -45124.988281 Penalty: 2000.328857
	Iteration 5Q: 3 clusters Score -45124.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45167.968750 Penalty: 2000.328857
	Iteration 6Q: 3 clusters Score -45167.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -45193.898438 Penalty: 2000.328857
	Iteration 7Q: 3 clusters Score -45193.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45229.335938 Penalty: 2000.328857
	Iteration 8Q: 3 clusters Score -45229.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45237.519531 Penalty: 2000.328857
	Iteration 9Q: 3 clusters Score -45237.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45241.062500 Penalty: 2000.328857
	Iteration 10Q: 3 clusters Score -45241.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45245.285156 Penalty: 2000.328857
	Iteration 11Q: 3 clusters Score -45245.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45249.828125 Penalty: 2000.328857
	Iteration 12Q: 3 clusters Score -45249.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45249.828125 Penalty: 2000.328857
	Iteration 13F: 3 clusters Score -45249.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -18181.251953 Penalty: 928.481567
	Iteration 0F: 2 clusters Score -18181.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17486.501953 Penalty: 1856.963135
	Iteration 0F: 3 clusters Score -17486.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -17902.466797 Penalty: 1856.963135
	Iteration 1F: 3 clusters Score -17902.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18123.371094 Penalty: 1856.963135
	Iteration 2F: 3 clusters Score -18123.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18231.470703 Penalty: 1856.963135
	Iteration 3Q: 3 clusters Score -18231.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18264.300781 Penalty: 1856.963135
	Iteration 4Q: 3 clusters Score -18264.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18353.525391 Penalty: 1856.963135
	Iteration 5Q: 3 clusters Score -18353.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18382.068359 Penalty: 1856.963135
	Iteration 6Q: 3 clusters Score -18382.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18395.619141 Penalty: 1856.963135
	Iteration 7Q: 3 clusters Score -18395.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18399.599609 Penalty: 1856.963135
	Iteration 8Q: 3 clusters Score -18399.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18406.845703 Penalty: 1856.963135
	Iteration 9Q: 3 clusters Score -18406.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -18412.650391 Penalty: 1856.963135
	Iteration 10Q: 3 clusters Score -18412.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -18415.878906 Penalty: 1856.963135
	Iteration 11Q: 3 clusters Score -18415.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -18426.703125 Penalty: 1856.963135
	Iteration 12F: 3 clusters Score -18426.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18470.501953 Penalty: 1856.963135
	Iteration 13Q: 3 clusters Score -18470.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18487.410156 Penalty: 1856.963135
	Iteration 14Q: 3 clusters Score -18487.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18487.410156 Penalty: 1856.963135
	Iteration 15F: 3 clusters Score -18487.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 21500 members 
Mstep: Class 4 contains 15071 members 
Mstep: Class 5 contains 9927 members 
Mstep: Class 6 contains 6811 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4014 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 1442 members 
Mstep: Class 11 contains 13911 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 42826 members 
Mstep: Class 14 contains 45378 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 8579 members 
Mstep: Class 17 contains 108183 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 9760 members 
Mstep: Class 20 contains 46152 members 
Mstep: Class 21 contains 6746 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 78096 members 
Mstep: Class 24 contains 99650 members 
Mstep: Class 25 contains 75059 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 113 members 
Mstep: Class 28 contains 105414 members 
Mstep: Class 29 contains 4926 members 
Mstep: Class 30 contains 77204 members 
Mstep: Class 31 contains 94599 members 
Mstep: Class 32 contains 3161 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1085 members 
Mstep: Class 35 contains 9533 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 338 members 
Mstep: Class 38 contains 2159 members 
Mstep: Class 39 contains 473 members 
Mstep: Class 40 contains 190 members 
Entering Unmasked Estep 
Score: -111768496.000000 Penalty: 89247.812500
Splitting cluster 27 changes total score from -111769504.000000 to -111768496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (105414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105414 members 
Entering Unmasked Estep 
Score: -13177482.000000 Penalty: 1879.418335
	Iteration 0F: 2 clusters Score -1.317748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 52696 members 
Entering Unmasked Estep 
Score: -13109566.000000 Penalty: 3758.836670
	Iteration 0F: 3 clusters Score -1.310957e+07 nChanged 50603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52221 members 
Mstep: Class 2 contains 53193 members 
Entering Unmasked Estep 
Score: -13138856.000000 Penalty: 3758.836670
	Iteration 1F: 3 clusters Score -1.313886e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51582 members 
Mstep: Class 2 contains 53832 members 
Entering Unmasked Estep 
Score: -13139443.000000 Penalty: 3758.836670
	Iteration 2Q: 3 clusters Score -1.313944e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 54758 members 
Entering Unmasked Estep 
Score: -13140066.000000 Penalty: 3758.836670
	Iteration 3Q: 3 clusters Score -1.314007e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49289 members 
Mstep: Class 2 contains 56125 members 
Entering Unmasked Estep 
Score: -13140882.000000 Penalty: 3758.836670
	Iteration 4Q: 3 clusters Score -1.314088e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 58191 members 
Entering Unmasked Estep 
Score: -13141869.000000 Penalty: 3758.836670
	Iteration 5Q: 3 clusters Score -1.314187e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 60942 members 
Entering Unmasked Estep 
Score: -13143303.000000 Penalty: 3758.836670
	Iteration 6Q: 3 clusters Score -1.31433e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 64622 members 
Entering Unmasked Estep 
Score: -13145390.000000 Penalty: 3758.836670
	Iteration 7Q: 3 clusters Score -1.314539e+07 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 69084 members 
Entering Unmasked Estep 
Score: -13149112.000000 Penalty: 3758.836670
	Iteration 8F: 3 clusters Score -1.314911e+07 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 74035 members 
Entering Unmasked Estep 
Score: -13154552.000000 Penalty: 3758.836670
	Iteration 9F: 3 clusters Score -1.315455e+07 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 78184 members 
Entering Unmasked Estep 
Score: -13160667.000000 Penalty: 3758.836670
	Iteration 10F: 3 clusters Score -1.316067e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 80316 members 
Entering Unmasked Estep 
Score: -13165651.000000 Penalty: 3758.836670
	Iteration 11F: 3 clusters Score -1.316565e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 80665 members 
Entering Unmasked Estep 
Score: -13168017.000000 Penalty: 3758.836670
	Iteration 12Q: 3 clusters Score -1.316802e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 80284 members 
Entering Unmasked Estep 
Score: -13168923.000000 Penalty: 3758.836670
	Iteration 13Q: 3 clusters Score -1.316892e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 79690 members 
Entering Unmasked Estep 
Score: -13169275.000000 Penalty: 3758.836670
	Iteration 14Q: 3 clusters Score -1.316928e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 78923 members 
Entering Unmasked Estep 
Score: -13169570.000000 Penalty: 3758.836670
	Iteration 15Q: 3 clusters Score -1.316957e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 78022 members 
Entering Unmasked Estep 
Score: -13169661.000000 Penalty: 3758.836670
	Iteration 16Q: 3 clusters Score -1.316966e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 76923 members 
Entering Unmasked Estep 
Score: -13169592.000000 Penalty: 3758.836670
	Iteration 17Q: 3 clusters Score -1.316959e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 75690 members 
Entering Unmasked Estep 
Score: -13169415.000000 Penalty: 3758.836670
	Iteration 18Q: 3 clusters Score -1.316942e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 74424 members 
Entering Unmasked Estep 
Score: -13169181.000000 Penalty: 3758.836670
	Iteration 19Q: 3 clusters Score -1.316918e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 73118 members 
Entering Unmasked Estep 
Score: -13169204.000000 Penalty: 3758.836670
	Iteration 20F: 3 clusters Score -1.31692e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 71776 members 
Entering Unmasked Estep 
Score: -13169034.000000 Penalty: 3758.836670
	Iteration 21Q: 3 clusters Score -1.316903e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 70383 members 
Entering Unmasked Estep 
Score: -13168953.000000 Penalty: 3758.836670
	Iteration 22Q: 3 clusters Score -1.316895e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 68936 members 
Entering Unmasked Estep 
Score: -13168818.000000 Penalty: 3758.836670
	Iteration 23Q: 3 clusters Score -1.316882e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 67428 members 
Entering Unmasked Estep 
Score: -13168657.000000 Penalty: 3758.836670
	Iteration 24Q: 3 clusters Score -1.316866e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 65955 members 
Entering Unmasked Estep 
Score: -13168616.000000 Penalty: 3758.836670
	Iteration 25Q: 3 clusters Score -1.316862e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 64460 members 
Entering Unmasked Estep 
Score: -13168630.000000 Penalty: 3758.836670
	Iteration 26Q: 3 clusters Score -1.316863e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 62968 members 
Entering Unmasked Estep 
Score: -13168557.000000 Penalty: 3758.836670
	Iteration 27Q: 3 clusters Score -1.316856e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 61477 members 
Entering Unmasked Estep 
Score: -13168430.000000 Penalty: 3758.836670
	Iteration 28Q: 3 clusters Score -1.316843e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 59936 members 
Entering Unmasked Estep 
Score: -13168442.000000 Penalty: 3758.836670
	Iteration 29Q: 3 clusters Score -1.316844e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 58366 members 
Entering Unmasked Estep 
Score: -13168500.000000 Penalty: 3758.836670
	Iteration 30Q: 3 clusters Score -1.31685e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48598 members 
Mstep: Class 2 contains 56816 members 
Entering Unmasked Estep 
Score: -13168562.000000 Penalty: 3758.836670
	Iteration 31Q: 3 clusters Score -1.316856e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50131 members 
Mstep: Class 2 contains 55283 members 
Entering Unmasked Estep 
Score: -13168588.000000 Penalty: 3758.836670
	Iteration 32Q: 3 clusters Score -1.316859e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51733 members 
Mstep: Class 2 contains 53681 members 
Entering Unmasked Estep 
Score: -13168856.000000 Penalty: 3758.836670
	Iteration 33Q: 3 clusters Score -1.316886e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53249 members 
Mstep: Class 2 contains 52165 members 
Entering Unmasked Estep 
Score: -13169120.000000 Penalty: 3758.836670
	Iteration 34Q: 3 clusters Score -1.316912e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54667 members 
Mstep: Class 2 contains 50747 members 
Entering Unmasked Estep 
Score: -13169275.000000 Penalty: 3758.836670
	Iteration 35Q: 3 clusters Score -1.316928e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55804 members 
Mstep: Class 2 contains 49610 members 
Entering Unmasked Estep 
Score: -13169396.000000 Penalty: 3758.836670
	Iteration 36Q: 3 clusters Score -1.31694e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56796 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -13169455.000000 Penalty: 3758.836670
	Iteration 37Q: 3 clusters Score -1.316946e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57628 members 
Mstep: Class 2 contains 47786 members 
Entering Unmasked Estep 
Score: -13169464.000000 Penalty: 3758.836670
	Iteration 38Q: 3 clusters Score -1.316946e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58256 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
Score: -13169468.000000 Penalty: 3758.836670
	Iteration 39Q: 3 clusters Score -1.316947e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58777 members 
Mstep: Class 2 contains 46637 members 
Entering Unmasked Estep 
Score: -13169542.000000 Penalty: 3758.836670
	Iteration 40F: 3 clusters Score -1.316954e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59222 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -13169563.000000 Penalty: 3758.836670
	Iteration 41Q: 3 clusters Score -1.316956e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59598 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -13169562.000000 Penalty: 3758.836670
	Iteration 42Q: 3 clusters Score -1.316956e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59907 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
Score: -13169562.000000 Penalty: 3758.836670
	Iteration 43Q: 3 clusters Score -1.316956e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60167 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -13169567.000000 Penalty: 3758.836670
	Iteration 44Q: 3 clusters Score -1.316957e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60345 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -13169579.000000 Penalty: 3758.836670
	Iteration 45Q: 3 clusters Score -1.316958e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60492 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -13169586.000000 Penalty: 3758.836670
	Iteration 46Q: 3 clusters Score -1.316959e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60587 members 
Mstep: Class 2 contains 44827 members 
Entering Unmasked Estep 
Score: -13169591.000000 Penalty: 3758.836670
	Iteration 47Q: 3 clusters Score -1.316959e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60685 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -13169578.000000 Penalty: 3758.836670
	Iteration 48Q: 3 clusters Score -1.316958e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60785 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -13169558.000000 Penalty: 3758.836670
	Iteration 49Q: 3 clusters Score -1.316956e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60877 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -13169539.000000 Penalty: 3758.836670
	Iteration 50Q: 3 clusters Score -1.316954e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60958 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -13169521.000000 Penalty: 3758.836670
	Iteration 51Q: 3 clusters Score -1.316952e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61053 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -13169501.000000 Penalty: 3758.836670
	Iteration 52Q: 3 clusters Score -1.31695e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61146 members 
Mstep: Class 2 contains 44268 members 
Entering Unmasked Estep 
Score: -13169492.000000 Penalty: 3758.836670
	Iteration 53Q: 3 clusters Score -1.316949e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61241 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -13169469.000000 Penalty: 3758.836670
	Iteration 54Q: 3 clusters Score -1.316947e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61357 members 
Mstep: Class 2 contains 44057 members 
Entering Unmasked Estep 
Score: -13169475.000000 Penalty: 3758.836670
	Iteration 55Q: 3 clusters Score -1.316948e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61490 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -13169495.000000 Penalty: 3758.836670
	Iteration 56Q: 3 clusters Score -1.31695e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61649 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -13169473.000000 Penalty: 3758.836670
	Iteration 57Q: 3 clusters Score -1.316947e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61820 members 
Mstep: Class 2 contains 43594 members 
Entering Unmasked Estep 
Score: -13169433.000000 Penalty: 3758.836670
	Iteration 58Q: 3 clusters Score -1.316943e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62001 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -13169398.000000 Penalty: 3758.836670
	Iteration 59Q: 3 clusters Score -1.31694e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62180 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -13169402.000000 Penalty: 3758.836670
	Iteration 60F: 3 clusters Score -1.31694e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62343 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -13169361.000000 Penalty: 3758.836670
	Iteration 61Q: 3 clusters Score -1.316936e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62503 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -13169372.000000 Penalty: 3758.836670
	Iteration 62Q: 3 clusters Score -1.316937e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62668 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -13169345.000000 Penalty: 3758.836670
	Iteration 63Q: 3 clusters Score -1.316934e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62838 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -13169335.000000 Penalty: 3758.836670
	Iteration 64Q: 3 clusters Score -1.316934e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62987 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -13169312.000000 Penalty: 3758.836670
	Iteration 65Q: 3 clusters Score -1.316931e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63162 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -13169284.000000 Penalty: 3758.836670
	Iteration 66Q: 3 clusters Score -1.316928e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63380 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -13169266.000000 Penalty: 3758.836670
	Iteration 67Q: 3 clusters Score -1.316927e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63636 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -13169318.000000 Penalty: 3758.836670
	Iteration 68Q: 3 clusters Score -1.316932e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63907 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -13169260.000000 Penalty: 3758.836670
	Iteration 69Q: 3 clusters Score -1.316926e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64183 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -13169292.000000 Penalty: 3758.836670
	Iteration 70Q: 3 clusters Score -1.316929e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64504 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -13169293.000000 Penalty: 3758.836670
	Iteration 71Q: 3 clusters Score -1.316929e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64883 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -13169294.000000 Penalty: 3758.836670
	Iteration 72Q: 3 clusters Score -1.316929e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65275 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -13169258.000000 Penalty: 3758.836670
	Iteration 73Q: 3 clusters Score -1.316926e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65696 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -13169192.000000 Penalty: 3758.836670
	Iteration 74Q: 3 clusters Score -1.316919e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66176 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -13169160.000000 Penalty: 3758.836670
	Iteration 75Q: 3 clusters Score -1.316916e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66720 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -13169127.000000 Penalty: 3758.836670
	Iteration 76Q: 3 clusters Score -1.316913e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67373 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -13169054.000000 Penalty: 3758.836670
	Iteration 77Q: 3 clusters Score -1.316905e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68112 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1.316909e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68938 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1.316904e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69917 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -13168977.000000 Penalty: 3758.836670
	Iteration 80F: 3 clusters Score -1.316898e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71026 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -13168930.000000 Penalty: 3758.836670
	Iteration 81Q: 3 clusters Score -1.316893e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72367 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -13169007.000000 Penalty: 3758.836670
	Iteration 82Q: 3 clusters Score -1.316901e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73844 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -13169060.000000 Penalty: 3758.836670
	Iteration 83Q: 3 clusters Score -1.316906e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75568 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -13169161.000000 Penalty: 3758.836670
	Iteration 84Q: 3 clusters Score -1.316916e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77501 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -13169408.000000 Penalty: 3758.836670
	Iteration 85Q: 3 clusters Score -1.316941e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79646 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1.316967e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81975 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1.317004e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84477 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.317059e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87191 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -13171221.000000 Penalty: 3758.836670
	Iteration 89Q: 3 clusters Score -1.317122e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90045 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.317197e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92913 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.317391e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95089 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1.31751e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96817 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -13175772.000000 Penalty: 3758.836670
	Iteration 93Q: 3 clusters Score -1.317577e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98143 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.31762e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99183 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -13176455.000000 Penalty: 3758.836670
	Iteration 95Q: 3 clusters Score -1.317646e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99957 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -13176525.000000 Penalty: 3758.836670
	Iteration 96Q: 3 clusters Score -1.317652e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100560 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -13176626.000000 Penalty: 3758.836670
	Iteration 97Q: 3 clusters Score -1.317663e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101074 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.317667e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101473 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.317667e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101831 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -13176688.000000 Penalty: 3758.836670
	Iteration 100F: 3 clusters Score -1.317669e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102117 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -13176707.000000 Penalty: 3758.836670
	Iteration 101Q: 3 clusters Score -1.317671e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102359 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -13176682.000000 Penalty: 3758.836670
	Iteration 102Q: 3 clusters Score -1.317668e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102557 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -13176684.000000 Penalty: 3758.836670
	Iteration 103Q: 3 clusters Score -1.317668e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102737 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -13176698.000000 Penalty: 3758.836670
	Iteration 104Q: 3 clusters Score -1.31767e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102883 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -13176661.000000 Penalty: 3758.836670
	Iteration 105Q: 3 clusters Score -1.317666e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103018 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -13176662.000000 Penalty: 3758.836670
	Iteration 106Q: 3 clusters Score -1.317666e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103130 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -13176654.000000 Penalty: 3758.836670
	Iteration 107Q: 3 clusters Score -1.317665e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103241 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -13176645.000000 Penalty: 3758.836670
	Iteration 108Q: 3 clusters Score -1.317664e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103335 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -13176630.000000 Penalty: 3758.836670
	Iteration 109Q: 3 clusters Score -1.317663e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103402 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -13176621.000000 Penalty: 3758.836670
	Iteration 110Q: 3 clusters Score -1.317662e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103465 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -13176629.000000 Penalty: 3758.836670
	Iteration 111Q: 3 clusters Score -1.317663e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103532 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.317663e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103581 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -13176623.000000 Penalty: 3758.836670
	Iteration 113Q: 3 clusters Score -1.317662e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103622 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -13176606.000000 Penalty: 3758.836670
	Iteration 114Q: 3 clusters Score -1.317661e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103654 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -13176603.000000 Penalty: 3758.836670
	Iteration 115Q: 3 clusters Score -1.31766e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103684 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -13176613.000000 Penalty: 3758.836670
	Iteration 116Q: 3 clusters Score -1.317661e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103708 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -13176619.000000 Penalty: 3758.836670
	Iteration 117Q: 3 clusters Score -1.317662e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103732 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -13176591.000000 Penalty: 3758.836670
	Iteration 118Q: 3 clusters Score -1.317659e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103760 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -13176576.000000 Penalty: 3758.836670
	Iteration 119Q: 3 clusters Score -1.317658e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103782 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -13176585.000000 Penalty: 3758.836670
	Iteration 120F: 3 clusters Score -1.317658e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103797 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -13176589.000000 Penalty: 3758.836670
	Iteration 121Q: 3 clusters Score -1.317659e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103819 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -13176598.000000 Penalty: 3758.836670
	Iteration 122Q: 3 clusters Score -1.31766e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103834 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1.317659e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103849 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1.317661e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103860 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -13176610.000000 Penalty: 3758.836670
	Iteration 125Q: 3 clusters Score -1.317661e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103870 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1.317661e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103880 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -13176596.000000 Penalty: 3758.836670
	Iteration 127Q: 3 clusters Score -1.31766e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103892 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -13176613.000000 Penalty: 3758.836670
	Iteration 128Q: 3 clusters Score -1.317661e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103903 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1.317661e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103913 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1.31766e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103926 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1.31766e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103939 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -13176589.000000 Penalty: 3758.836670
	Iteration 132Q: 3 clusters Score -1.317659e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103941 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1.31766e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103949 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1.31766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103952 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -13176597.000000 Penalty: 3758.836670
	Iteration 135Q: 3 clusters Score -1.31766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103956 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -13176594.000000 Penalty: 3758.836670
	Iteration 136Q: 3 clusters Score -1.317659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103955 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1.31766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103954 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -13176601.000000 Penalty: 3758.836670
	Iteration 138Q: 3 clusters Score -1.31766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103955 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1.31766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103957 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -13176612.000000 Penalty: 3758.836670
	Iteration 140F: 3 clusters Score -1.317661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103958 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1.31766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103961 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1.31766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103962 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1.317661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103966 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1.31766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103969 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1.31766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103970 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1.317659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103969 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1.31766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103972 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -13176602.000000 Penalty: 3758.836670
	Iteration 148Q: 3 clusters Score -1.31766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103976 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1.31766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103981 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -13176600.000000 Penalty: 3758.836670
	Iteration 150Q: 3 clusters Score -1.31766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103985 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -13176596.000000 Penalty: 3758.836670
	Iteration 151Q: 3 clusters Score -1.31766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103993 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -13176603.000000 Penalty: 3758.836670
	Iteration 152Q: 3 clusters Score -1.31766e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104004 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1.31766e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104009 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -13176611.000000 Penalty: 3758.836670
	Iteration 154Q: 3 clusters Score -1.317661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104014 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -13176605.000000 Penalty: 3758.836670
	Iteration 155Q: 3 clusters Score -1.31766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104017 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -13176608.000000 Penalty: 3758.836670
	Iteration 156Q: 3 clusters Score -1.317661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104020 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -13176612.000000 Penalty: 3758.836670
	Iteration 157Q: 3 clusters Score -1.317661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104021 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -13176604.000000 Penalty: 3758.836670
	Iteration 158Q: 3 clusters Score -1.31766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104022 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -13176608.000000 Penalty: 3758.836670
	Iteration 159Q: 3 clusters Score -1.317661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104022 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -13176608.000000 Penalty: 3758.836670
	Iteration 160F: 3 clusters Score -1.317661e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Entering Unmasked Estep 
Score: -611849.500000 Penalty: 1381.620850
	Iteration 0F: 2 clusters Score -611849.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -607875.750000 Penalty: 2763.241699
	Iteration 0F: 3 clusters Score -607875.8 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -609004.812500 Penalty: 2763.241699
	Iteration 1F: 3 clusters Score -609004.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -609177.687500 Penalty: 2763.241699
	Iteration 2F: 3 clusters Score -609177.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -609298.750000 Penalty: 2763.241699
	Iteration 3F: 3 clusters Score -609298.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -609387.062500 Penalty: 2763.241699
	Iteration 4Q: 3 clusters Score -609387.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -609441.437500 Penalty: 2763.241699
	Iteration 5Q: 3 clusters Score -609441.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -609489.250000 Penalty: 2763.241699
	Iteration 6Q: 3 clusters Score -609489.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -609529.875000 Penalty: 2763.241699
	Iteration 7Q: 3 clusters Score -609529.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -609563.250000 Penalty: 2763.241699
	Iteration 8Q: 3 clusters Score -609563.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -609593.125000 Penalty: 2763.241699
	Iteration 9Q: 3 clusters Score -609593.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -609618.750000 Penalty: 2763.241699
	Iteration 10Q: 3 clusters Score -609618.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -609648.437500 Penalty: 2763.241699
	Iteration 11Q: 3 clusters Score -609648.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -609682.937500 Penalty: 2763.241699
	Iteration 12Q: 3 clusters Score -609682.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -609733.125000 Penalty: 2763.241699
	Iteration 13Q: 3 clusters Score -609733.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -609786.812500 Penalty: 2763.241699
	Iteration 14Q: 3 clusters Score -609786.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -609846.375000 Penalty: 2763.241699
	Iteration 15Q: 3 clusters Score -609846.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -609937.187500 Penalty: 2763.241699
	Iteration 16Q: 3 clusters Score -609937.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -610044.250000 Penalty: 2763.241699
	Iteration 17Q: 3 clusters Score -610044.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -610142.687500 Penalty: 2763.241699
	Iteration 18Q: 3 clusters Score -610142.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -610229.750000 Penalty: 2763.241699
	Iteration 19Q: 3 clusters Score -610229.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -610315.312500 Penalty: 2763.241699
	Iteration 20F: 3 clusters Score -610315.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -610397.625000 Penalty: 2763.241699
	Iteration 21Q: 3 clusters Score -610397.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -610479.562500 Penalty: 2763.241699
	Iteration 22Q: 3 clusters Score -610479.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -610531.437500 Penalty: 2763.241699
	Iteration 23Q: 3 clusters Score -610531.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -610576.875000 Penalty: 2763.241699
	Iteration 24Q: 3 clusters Score -610576.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -610620.500000 Penalty: 2763.241699
	Iteration 25Q: 3 clusters Score -610620.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -610655.625000 Penalty: 2763.241699
	Iteration 26Q: 3 clusters Score -610655.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -610689.125000 Penalty: 2763.241699
	Iteration 27Q: 3 clusters Score -610689.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -610709.062500 Penalty: 2763.241699
	Iteration 28Q: 3 clusters Score -610709.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -610719.937500 Penalty: 2763.241699
	Iteration 29Q: 3 clusters Score -610719.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -610725.312500 Penalty: 2763.241699
	Iteration 30Q: 3 clusters Score -610725.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -610730.625000 Penalty: 2763.241699
	Iteration 31Q: 3 clusters Score -610730.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -610735.812500 Penalty: 2763.241699
	Iteration 32Q: 3 clusters Score -610735.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -610737.687500 Penalty: 2763.241699
	Iteration 33Q: 3 clusters Score -610737.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -610741.125000 Penalty: 2763.241699
	Iteration 34Q: 3 clusters Score -610741.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -610744.062500 Penalty: 2763.241699
	Iteration 35Q: 3 clusters Score -610744.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -610747.125000 Penalty: 2763.241699
	Iteration 36Q: 3 clusters Score -610747.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -610749.312500 Penalty: 2763.241699
	Iteration 37Q: 3 clusters Score -610749.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -610750.562500 Penalty: 2763.241699
	Iteration 38Q: 3 clusters Score -610750.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -610751.687500 Penalty: 2763.241699
	Iteration 39Q: 3 clusters Score -610751.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -610752.562500 Penalty: 2763.241699
	Iteration 40F: 3 clusters Score -610752.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (77204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77204 members 
Entering Unmasked Estep 
Score: -9398200.000000 Penalty: 1828.808594
	Iteration 0F: 2 clusters Score -9398200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -9346897.000000 Penalty: 3657.617188
	Iteration 0F: 3 clusters Score -9346897 nChanged 36471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -9367746.000000 Penalty: 3657.617188
	Iteration 1F: 3 clusters Score -9367746 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -9368395.000000 Penalty: 3657.617188
	Iteration 2Q: 3 clusters Score -9368395 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -9369076.000000 Penalty: 3657.617188
	Iteration 3Q: 3 clusters Score -9369076 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -9369778.000000 Penalty: 3657.617188
	Iteration 4Q: 3 clusters Score -9369778 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -9370620.000000 Penalty: 3657.617188
	Iteration 5Q: 3 clusters Score -9370620 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44551 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -9371729.000000 Penalty: 3657.617188
	Iteration 6Q: 3 clusters Score -9371729 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -9373424.000000 Penalty: 3657.617188
	Iteration 7Q: 3 clusters Score -9373424 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50339 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -9375672.000000 Penalty: 3657.617188
	Iteration 8F: 3 clusters Score -9375672 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54350 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -9378677.000000 Penalty: 3657.617188
	Iteration 9F: 3 clusters Score -9378677 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58774 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -9382224.000000 Penalty: 3657.617188
	Iteration 10F: 3 clusters Score -9382224 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62965 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -9385602.000000 Penalty: 3657.617188
	Iteration 11F: 3 clusters Score -9385602 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66656 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -9388563.000000 Penalty: 3657.617188
	Iteration 12Q: 3 clusters Score -9388563 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69707 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -9391065.000000 Penalty: 3657.617188
	Iteration 13Q: 3 clusters Score -9391065 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72092 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -9392967.000000 Penalty: 3657.617188
	Iteration 14Q: 3 clusters Score -9392967 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73822 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -9394298.000000 Penalty: 3657.617188
	Iteration 15Q: 3 clusters Score -9394298 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75027 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -9395169.000000 Penalty: 3657.617188
	Iteration 16Q: 3 clusters Score -9395169 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75806 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -9395706.000000 Penalty: 3657.617188
	Iteration 17Q: 3 clusters Score -9395706 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76266 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -9396074.000000 Penalty: 3657.617188
	Iteration 18Q: 3 clusters Score -9396074 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76536 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -9396288.000000 Penalty: 3657.617188
	Iteration 19Q: 3 clusters Score -9396288 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76669 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9396396.000000 Penalty: 3657.617188
	Iteration 20F: 3 clusters Score -9396396 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76749 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9396488.000000 Penalty: 3657.617188
	Iteration 21Q: 3 clusters Score -9396488 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76794 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -9396524.000000 Penalty: 3657.617188
	Iteration 22Q: 3 clusters Score -9396524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76815 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -9396552.000000 Penalty: 3657.617188
	Iteration 23Q: 3 clusters Score -9396552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76837 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9396576.000000 Penalty: 3657.617188
	Iteration 24Q: 3 clusters Score -9396576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76854 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9396593.000000 Penalty: 3657.617188
	Iteration 25Q: 3 clusters Score -9396593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76869 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9396600.000000 Penalty: 3657.617188
	Iteration 26Q: 3 clusters Score -9396600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76876 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -9396609.000000 Penalty: 3657.617188
	Iteration 27Q: 3 clusters Score -9396609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76884 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9396611.000000 Penalty: 3657.617188
	Iteration 28Q: 3 clusters Score -9396611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76894 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9396618.000000 Penalty: 3657.617188
	Iteration 29Q: 3 clusters Score -9396618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76904 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -9396630.000000 Penalty: 3657.617188
	Iteration 30Q: 3 clusters Score -9396630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76903 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9396644.000000 Penalty: 3657.617188
	Iteration 31Q: 3 clusters Score -9396644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76905 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9396655.000000 Penalty: 3657.617188
	Iteration 32Q: 3 clusters Score -9396655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76907 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9396653.000000 Penalty: 3657.617188
	Iteration 33Q: 3 clusters Score -9396653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76907 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9396658.000000 Penalty: 3657.617188
	Iteration 34Q: 3 clusters Score -9396658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76907 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9396657.000000 Penalty: 3657.617188
	Iteration 35Q: 3 clusters Score -9396657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76911 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9396657.000000 Penalty: 3657.617188
	Iteration 36Q: 3 clusters Score -9396657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76913 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9396665.000000 Penalty: 3657.617188
	Iteration 37Q: 3 clusters Score -9396665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76913 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9396665.000000 Penalty: 3657.617188
	Iteration 38F: 3 clusters Score -9396665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (94599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94599 members 
Entering Unmasked Estep 
Score: -11950882.000000 Penalty: 1861.827881
	Iteration 0F: 2 clusters Score -1.195088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 47395 members 
Entering Unmasked Estep 
Score: -11888361.000000 Penalty: 3723.655762
	Iteration 0F: 3 clusters Score -1.188836e+07 nChanged 45241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 50572 members 
Entering Unmasked Estep 
Score: -11915199.000000 Penalty: 3723.655762
	Iteration 1F: 3 clusters Score -1.19152e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 52241 members 
Entering Unmasked Estep 
Score: -11916068.000000 Penalty: 3723.655762
	Iteration 2Q: 3 clusters Score -1.191607e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 54727 members 
Entering Unmasked Estep 
Score: -11917495.000000 Penalty: 3723.655762
	Iteration 3Q: 3 clusters Score -1.19175e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 58237 members 
Entering Unmasked Estep 
Score: -11919651.000000 Penalty: 3723.655762
	Iteration 4F: 3 clusters Score -1.191965e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 63115 members 
Entering Unmasked Estep 
Score: -11923323.000000 Penalty: 3723.655762
	Iteration 5F: 3 clusters Score -1.192332e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 69276 members 
Entering Unmasked Estep 
Score: -11928880.000000 Penalty: 3723.655762
	Iteration 6F: 3 clusters Score -1.192888e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 75941 members 
Entering Unmasked Estep 
Score: -11935386.000000 Penalty: 3723.655762
	Iteration 7F: 3 clusters Score -1.193539e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 81812 members 
Entering Unmasked Estep 
Score: -11941192.000000 Penalty: 3723.655762
	Iteration 8F: 3 clusters Score -1.194119e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 85799 members 
Entering Unmasked Estep 
Score: -11945362.000000 Penalty: 3723.655762
	Iteration 9Q: 3 clusters Score -1.194536e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 87943 members 
Entering Unmasked Estep 
Score: -11947805.000000 Penalty: 3723.655762
	Iteration 10Q: 3 clusters Score -1.19478e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 88961 members 
Entering Unmasked Estep 
Score: -11949101.000000 Penalty: 3723.655762
	Iteration 11Q: 3 clusters Score -1.19491e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 89464 members 
Entering Unmasked Estep 
Score: -11949630.000000 Penalty: 3723.655762
	Iteration 12Q: 3 clusters Score -1.194963e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 89839 members 
Entering Unmasked Estep 
Score: -11949811.000000 Penalty: 3723.655762
	Iteration 13Q: 3 clusters Score -1.194981e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 90169 members 
Entering Unmasked Estep 
Score: -11949911.000000 Penalty: 3723.655762
	Iteration 14Q: 3 clusters Score -1.194991e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 90463 members 
Entering Unmasked Estep 
Score: -11949952.000000 Penalty: 3723.655762
	Iteration 15Q: 3 clusters Score -1.194995e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 90710 members 
Entering Unmasked Estep 
Score: -11949958.000000 Penalty: 3723.655762
	Iteration 16Q: 3 clusters Score -1.194996e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 90964 members 
Entering Unmasked Estep 
Score: -11950047.000000 Penalty: 3723.655762
	Iteration 17Q: 3 clusters Score -1.195005e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 91189 members 
Entering Unmasked Estep 
Score: -11950045.000000 Penalty: 3723.655762
	Iteration 18Q: 3 clusters Score -1.195004e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 91377 members 
Entering Unmasked Estep 
Score: -11950055.000000 Penalty: 3723.655762
	Iteration 19Q: 3 clusters Score -1.195006e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 91555 members 
Entering Unmasked Estep 
Score: -11950047.000000 Penalty: 3723.655762
	Iteration 20F: 3 clusters Score -1.195005e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 91729 members 
Entering Unmasked Estep 
Score: -11950057.000000 Penalty: 3723.655762
	Iteration 21Q: 3 clusters Score -1.195006e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 91905 members 
Entering Unmasked Estep 
Score: -11950077.000000 Penalty: 3723.655762
	Iteration 22Q: 3 clusters Score -1.195008e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 92066 members 
Entering Unmasked Estep 
Score: -11950070.000000 Penalty: 3723.655762
	Iteration 23Q: 3 clusters Score -1.195007e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 92201 members 
Entering Unmasked Estep 
Score: -11950076.000000 Penalty: 3723.655762
	Iteration 24Q: 3 clusters Score -1.195008e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 92324 members 
Entering Unmasked Estep 
Score: -11950056.000000 Penalty: 3723.655762
	Iteration 25Q: 3 clusters Score -1.195006e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 92421 members 
Entering Unmasked Estep 
Score: -11950035.000000 Penalty: 3723.655762
	Iteration 26Q: 3 clusters Score -1.195004e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 92493 members 
Entering Unmasked Estep 
Score: -11950014.000000 Penalty: 3723.655762
	Iteration 27Q: 3 clusters Score -1.195001e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 92569 members 
Entering Unmasked Estep 
Score: -11950016.000000 Penalty: 3723.655762
	Iteration 28Q: 3 clusters Score -1.195002e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 92649 members 
Entering Unmasked Estep 
Score: -11950011.000000 Penalty: 3723.655762
	Iteration 29Q: 3 clusters Score -1.195001e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 92702 members 
Entering Unmasked Estep 
Score: -11950005.000000 Penalty: 3723.655762
	Iteration 30Q: 3 clusters Score -1.195e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 92762 members 
Entering Unmasked Estep 
Score: -11949994.000000 Penalty: 3723.655762
	Iteration 31Q: 3 clusters Score -1.194999e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 92812 members 
Entering Unmasked Estep 
Score: -11950015.000000 Penalty: 3723.655762
	Iteration 32Q: 3 clusters Score -1.195002e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 92863 members 
Entering Unmasked Estep 
Score: -11950016.000000 Penalty: 3723.655762
	Iteration 33Q: 3 clusters Score -1.195002e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 92912 members 
Entering Unmasked Estep 
Score: -11950002.000000 Penalty: 3723.655762
	Iteration 34Q: 3 clusters Score -1.195e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 92949 members 
Entering Unmasked Estep 
Score: -11949995.000000 Penalty: 3723.655762
	Iteration 35Q: 3 clusters Score -1.195e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 92977 members 
Entering Unmasked Estep 
Score: -11949992.000000 Penalty: 3723.655762
	Iteration 36Q: 3 clusters Score -1.194999e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 93002 members 
Entering Unmasked Estep 
Score: -11949993.000000 Penalty: 3723.655762
	Iteration 37Q: 3 clusters Score -1.194999e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 93023 members 
Entering Unmasked Estep 
Score: -11949990.000000 Penalty: 3723.655762
	Iteration 38Q: 3 clusters Score -1.194999e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 93043 members 
Entering Unmasked Estep 
Score: -11949994.000000 Penalty: 3723.655762
	Iteration 39Q: 3 clusters Score -1.194999e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 93053 members 
Entering Unmasked Estep 
Score: -11949987.000000 Penalty: 3723.655762
	Iteration 40F: 3 clusters Score -1.194999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 93056 members 
Entering Unmasked Estep 
Score: -11949985.000000 Penalty: 3723.655762
	Iteration 41Q: 3 clusters Score -1.194998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 93058 members 
Entering Unmasked Estep 
Score: -11949989.000000 Penalty: 3723.655762
	Iteration 42Q: 3 clusters Score -1.194999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 93065 members 
Entering Unmasked Estep 
Score: -11949987.000000 Penalty: 3723.655762
	Iteration 43Q: 3 clusters Score -1.194999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 93072 members 
Entering Unmasked Estep 
Score: -11949999.000000 Penalty: 3723.655762
	Iteration 44Q: 3 clusters Score -1.195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 93079 members 
Entering Unmasked Estep 
Score: -11949997.000000 Penalty: 3723.655762
	Iteration 45Q: 3 clusters Score -1.195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 93086 members 
Entering Unmasked Estep 
Score: -11950006.000000 Penalty: 3723.655762
	Iteration 46Q: 3 clusters Score -1.195001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 93089 members 
Entering Unmasked Estep 
Score: -11950010.000000 Penalty: 3723.655762
	Iteration 47Q: 3 clusters Score -1.195001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 93090 members 
Entering Unmasked Estep 
Score: -11950008.000000 Penalty: 3723.655762
	Iteration 48Q: 3 clusters Score -1.195001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 93091 members 
Entering Unmasked Estep 
Score: -11950009.000000 Penalty: 3723.655762
	Iteration 49Q: 3 clusters Score -1.195001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 93095 members 
Entering Unmasked Estep 
Score: -11950002.000000 Penalty: 3723.655762
	Iteration 50Q: 3 clusters Score -1.195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 93099 members 
Entering Unmasked Estep 
Score: -11950004.000000 Penalty: 3723.655762
	Iteration 51Q: 3 clusters Score -1.195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 93101 members 
Entering Unmasked Estep 
Score: -11950009.000000 Penalty: 3723.655762
	Iteration 52Q: 3 clusters Score -1.195001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 93102 members 
Entering Unmasked Estep 
Score: -11950002.000000 Penalty: 3723.655762
	Iteration 53Q: 3 clusters Score -1.195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 93102 members 
Entering Unmasked Estep 
Score: -11950002.000000 Penalty: 3723.655762
	Iteration 54F: 3 clusters Score -1.195e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Entering Unmasked Estep 
Score: -395723.343750 Penalty: 1309.529541
	Iteration 0F: 2 clusters Score -395723.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -392912.781250 Penalty: 2619.059082
	Iteration 0F: 3 clusters Score -392912.8 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -393658.562500 Penalty: 2619.059082
	Iteration 1F: 3 clusters Score -393658.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -393816.500000 Penalty: 2619.059082
	Iteration 2F: 3 clusters Score -393816.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -393928.687500 Penalty: 2619.059082
	Iteration 3F: 3 clusters Score -393928.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -394007.187500 Penalty: 2619.059082
	Iteration 4Q: 3 clusters Score -394007.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -394075.281250 Penalty: 2619.059082
	Iteration 5Q: 3 clusters Score -394075.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -394133.781250 Penalty: 2619.059082
	Iteration 6Q: 3 clusters Score -394133.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -394181.062500 Penalty: 2619.059082
	Iteration 7Q: 3 clusters Score -394181.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -394216.875000 Penalty: 2619.059082
	Iteration 8Q: 3 clusters Score -394216.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -394239.125000 Penalty: 2619.059082
	Iteration 9Q: 3 clusters Score -394239.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -394265.750000 Penalty: 2619.059082
	Iteration 10Q: 3 clusters Score -394265.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -394290.937500 Penalty: 2619.059082
	Iteration 11Q: 3 clusters Score -394290.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -394312.250000 Penalty: 2619.059082
	Iteration 12Q: 3 clusters Score -394312.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -394328.656250 Penalty: 2619.059082
	Iteration 13Q: 3 clusters Score -394328.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -394344.375000 Penalty: 2619.059082
	Iteration 14Q: 3 clusters Score -394344.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -394358.281250 Penalty: 2619.059082
	Iteration 15Q: 3 clusters Score -394358.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -394373.906250 Penalty: 2619.059082
	Iteration 16Q: 3 clusters Score -394373.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -394382.656250 Penalty: 2619.059082
	Iteration 17Q: 3 clusters Score -394382.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -394392.343750 Penalty: 2619.059082
	Iteration 18Q: 3 clusters Score -394392.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -394400.125000 Penalty: 2619.059082
	Iteration 19Q: 3 clusters Score -394400.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -394408.750000 Penalty: 2619.059082
	Iteration 20F: 3 clusters Score -394408.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -394416.781250 Penalty: 2619.059082
	Iteration 21Q: 3 clusters Score -394416.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -394424.968750 Penalty: 2619.059082
	Iteration 22Q: 3 clusters Score -394425 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -394436.875000 Penalty: 2619.059082
	Iteration 23Q: 3 clusters Score -394436.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -394446.812500 Penalty: 2619.059082
	Iteration 24Q: 3 clusters Score -394446.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -394453.625000 Penalty: 2619.059082
	Iteration 25Q: 3 clusters Score -394453.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -394459.000000 Penalty: 2619.059082
	Iteration 26Q: 3 clusters Score -394459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -394460.031250 Penalty: 2619.059082
	Iteration 27Q: 3 clusters Score -394460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -394460.593750 Penalty: 2619.059082
	Iteration 28Q: 3 clusters Score -394460.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -394461.218750 Penalty: 2619.059082
	Iteration 29Q: 3 clusters Score -394461.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -394462.781250 Penalty: 2619.059082
	Iteration 30Q: 3 clusters Score -394462.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -394463.375000 Penalty: 2619.059082
	Iteration 31Q: 3 clusters Score -394463.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -394463.718750 Penalty: 2619.059082
	Iteration 32Q: 3 clusters Score -394463.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -394463.718750 Penalty: 2619.059082
	Iteration 33F: 3 clusters Score -394463.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Entering Unmasked Estep 
Score: -174929.359375 Penalty: 1184.228516
	Iteration 0F: 2 clusters Score -174929.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -173170.656250 Penalty: 2368.457031
	Iteration 0F: 3 clusters Score -173170.7 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -173600.093750 Penalty: 2368.457031
	Iteration 1F: 3 clusters Score -173600.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -173745.625000 Penalty: 2368.457031
	Iteration 2F: 3 clusters Score -173745.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -173848.781250 Penalty: 2368.457031
	Iteration 3F: 3 clusters Score -173848.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -173930.609375 Penalty: 2368.457031
	Iteration 4Q: 3 clusters Score -173930.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -174001.484375 Penalty: 2368.457031
	Iteration 5Q: 3 clusters Score -174001.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -174086.703125 Penalty: 2368.457031
	Iteration 6Q: 3 clusters Score -174086.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -174194.218750 Penalty: 2368.457031
	Iteration 7Q: 3 clusters Score -174194.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -174282.781250 Penalty: 2368.457031
	Iteration 8Q: 3 clusters Score -174282.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -174351.390625 Penalty: 2368.457031
	Iteration 9Q: 3 clusters Score -174351.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -174391.156250 Penalty: 2368.457031
	Iteration 10Q: 3 clusters Score -174391.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -174413.453125 Penalty: 2368.457031
	Iteration 11Q: 3 clusters Score -174413.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -174425.156250 Penalty: 2368.457031
	Iteration 12Q: 3 clusters Score -174425.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -174431.562500 Penalty: 2368.457031
	Iteration 13Q: 3 clusters Score -174431.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -174433.937500 Penalty: 2368.457031
	Iteration 14Q: 3 clusters Score -174433.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -174434.453125 Penalty: 2368.457031
	Iteration 15Q: 3 clusters Score -174434.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -174434.453125 Penalty: 2368.457031
	Iteration 16F: 3 clusters Score -174434.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Entering Unmasked Estep 
Score: -112065.578125 Penalty: 1135.766968
	Iteration 0F: 2 clusters Score -112065.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -110587.906250 Penalty: 2271.533936
	Iteration 0F: 3 clusters Score -110587.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -111182.835938 Penalty: 2271.533936
	Iteration 1F: 3 clusters Score -111182.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -111557.687500 Penalty: 2271.533936
	Iteration 2F: 3 clusters Score -111557.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -111775.109375 Penalty: 2271.533936
	Iteration 3F: 3 clusters Score -111775.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -111881.257812 Penalty: 2271.533936
	Iteration 4F: 3 clusters Score -111881.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -111979.726562 Penalty: 2271.533936
	Iteration 5Q: 3 clusters Score -111979.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -112054.914062 Penalty: 2271.533936
	Iteration 6Q: 3 clusters Score -112054.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -112086.656250 Penalty: 2271.533936
	Iteration 7Q: 3 clusters Score -112086.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -112106.093750 Penalty: 2271.533936
	Iteration 8Q: 3 clusters Score -112106.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -112131.625000 Penalty: 2271.533936
	Iteration 9Q: 3 clusters Score -112131.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -112147.695312 Penalty: 2271.533936
	Iteration 10Q: 3 clusters Score -112147.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -112161.882812 Penalty: 2271.533936
	Iteration 11Q: 3 clusters Score -112161.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -112165.515625 Penalty: 2271.533936
	Iteration 12Q: 3 clusters Score -112165.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -112166.414062 Penalty: 2271.533936
	Iteration 13Q: 3 clusters Score -112166.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -112166.414062 Penalty: 2271.533936
	Iteration 14F: 3 clusters Score -112166.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 21500 members 
Mstep: Class 4 contains 15071 members 
Mstep: Class 5 contains 9927 members 
Mstep: Class 6 contains 6811 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4014 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 1442 members 
Mstep: Class 11 contains 13911 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 42826 members 
Mstep: Class 14 contains 45378 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 8579 members 
Mstep: Class 17 contains 108183 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 9760 members 
Mstep: Class 20 contains 46152 members 
Mstep: Class 21 contains 6746 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 78096 members 
Mstep: Class 24 contains 99650 members 
Mstep: Class 25 contains 75059 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 105414 members 
Mstep: Class 29 contains 4926 members 
Mstep: Class 30 contains 77204 members 
Mstep: Class 31 contains 94599 members 
Mstep: Class 32 contains 3161 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 261 members 
Mstep: Class 35 contains 9533 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 338 members 
Mstep: Class 38 contains 2159 members 
Mstep: Class 39 contains 473 members 
Mstep: Class 40 contains 824 members 
Entering Unmasked Estep 
Score: -111768464.000000 Penalty: 89247.812500
Splitting cluster 34 changes total score from -111769504.000000 to -111768464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (9533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Entering Unmasked Estep 
Score: -1181264.000000 Penalty: 1488.908691
	Iteration 0F: 2 clusters Score -1181264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1174412.500000 Penalty: 2977.817383
	Iteration 0F: 3 clusters Score -1174412 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1176770.125000 Penalty: 2977.817383
	Iteration 1F: 3 clusters Score -1176770 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1177165.125000 Penalty: 2977.817383
	Iteration 2F: 3 clusters Score -1177165 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1177562.875000 Penalty: 2977.817383
	Iteration 3F: 3 clusters Score -1177563 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1177982.375000 Penalty: 2977.817383
	Iteration 4F: 3 clusters Score -1177982 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1178394.750000 Penalty: 2977.817383
	Iteration 5F: 3 clusters Score -1178395 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1178822.750000 Penalty: 2977.817383
	Iteration 6F: 3 clusters Score -1178823 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1179094.375000 Penalty: 2977.817383
	Iteration 7F: 3 clusters Score -1179094 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1179268.000000 Penalty: 2977.817383
	Iteration 8Q: 3 clusters Score -1179268 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1179404.625000 Penalty: 2977.817383
	Iteration 9Q: 3 clusters Score -1179405 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1179505.375000 Penalty: 2977.817383
	Iteration 10Q: 3 clusters Score -1179505 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1179575.375000 Penalty: 2977.817383
	Iteration 11Q: 3 clusters Score -1179575 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1179643.875000 Penalty: 2977.817383
	Iteration 12Q: 3 clusters Score -1179644 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1179715.750000 Penalty: 2977.817383
	Iteration 13Q: 3 clusters Score -1179716 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1179765.875000 Penalty: 2977.817383
	Iteration 14Q: 3 clusters Score -1179766 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1179804.500000 Penalty: 2977.817383
	Iteration 15Q: 3 clusters Score -1179804 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1179838.875000 Penalty: 2977.817383
	Iteration 16Q: 3 clusters Score -1179839 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1179872.625000 Penalty: 2977.817383
	Iteration 17Q: 3 clusters Score -1179873 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1179910.000000 Penalty: 2977.817383
	Iteration 18Q: 3 clusters Score -1179910 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1179942.250000 Penalty: 2977.817383
	Iteration 19Q: 3 clusters Score -1179942 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1179969.250000 Penalty: 2977.817383
	Iteration 20F: 3 clusters Score -1179969 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1179990.625000 Penalty: 2977.817383
	Iteration 21Q: 3 clusters Score -1179991 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1180004.625000 Penalty: 2977.817383
	Iteration 22Q: 3 clusters Score -1180005 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1180019.875000 Penalty: 2977.817383
	Iteration 23Q: 3 clusters Score -1180020 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1180031.875000 Penalty: 2977.817383
	Iteration 24Q: 3 clusters Score -1180032 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1180044.750000 Penalty: 2977.817383
	Iteration 25Q: 3 clusters Score -1180045 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1180058.750000 Penalty: 2977.817383
	Iteration 26Q: 3 clusters Score -1180059 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1180078.500000 Penalty: 2977.817383
	Iteration 27Q: 3 clusters Score -1180078 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1180091.625000 Penalty: 2977.817383
	Iteration 28Q: 3 clusters Score -1180092 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1180101.500000 Penalty: 2977.817383
	Iteration 29Q: 3 clusters Score -1180102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1180110.750000 Penalty: 2977.817383
	Iteration 30Q: 3 clusters Score -1180111 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1180117.125000 Penalty: 2977.817383
	Iteration 31Q: 3 clusters Score -1180117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1180122.500000 Penalty: 2977.817383
	Iteration 32Q: 3 clusters Score -1180122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1180132.625000 Penalty: 2977.817383
	Iteration 33Q: 3 clusters Score -1180133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1180139.250000 Penalty: 2977.817383
	Iteration 34Q: 3 clusters Score -1180139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1180146.125000 Penalty: 2977.817383
	Iteration 35Q: 3 clusters Score -1180146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1180152.375000 Penalty: 2977.817383
	Iteration 36Q: 3 clusters Score -1180152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1180158.750000 Penalty: 2977.817383
	Iteration 37Q: 3 clusters Score -1180159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1180164.250000 Penalty: 2977.817383
	Iteration 38Q: 3 clusters Score -1180164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1180165.375000 Penalty: 2977.817383
	Iteration 39Q: 3 clusters Score -1180165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1180166.125000 Penalty: 2977.817383
	Iteration 40F: 3 clusters Score -1180166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1180172.750000 Penalty: 2977.817383
	Iteration 41Q: 3 clusters Score -1180173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1180176.875000 Penalty: 2977.817383
	Iteration 42Q: 3 clusters Score -1180177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1180178.625000 Penalty: 2977.817383
	Iteration 43Q: 3 clusters Score -1180179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1180183.625000 Penalty: 2977.817383
	Iteration 44Q: 3 clusters Score -1180184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1180185.000000 Penalty: 2977.817383
	Iteration 45Q: 3 clusters Score -1180185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1180188.125000 Penalty: 2977.817383
	Iteration 46Q: 3 clusters Score -1180188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1180193.250000 Penalty: 2977.817383
	Iteration 47Q: 3 clusters Score -1180193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1180191.625000 Penalty: 2977.817383
	Iteration 48Q: 3 clusters Score -1180192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1180190.875000 Penalty: 2977.817383
	Iteration 49Q: 3 clusters Score -1180191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1180191.500000 Penalty: 2977.817383
	Iteration 50Q: 3 clusters Score -1180192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1180191.375000 Penalty: 2977.817383
	Iteration 51Q: 3 clusters Score -1180191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1180192.750000 Penalty: 2977.817383
	Iteration 52Q: 3 clusters Score -1180193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1180192.250000 Penalty: 2977.817383
	Iteration 53Q: 3 clusters Score -1180192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1180193.375000 Penalty: 2977.817383
	Iteration 54Q: 3 clusters Score -1180193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1180194.000000 Penalty: 2977.817383
	Iteration 55Q: 3 clusters Score -1180194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1180194.250000 Penalty: 2977.817383
	Iteration 56Q: 3 clusters Score -1180194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1180194.625000 Penalty: 2977.817383
	Iteration 57Q: 3 clusters Score -1180195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1180194.625000 Penalty: 2977.817383
	Iteration 58F: 3 clusters Score -1180195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Entering Unmasked Estep 
Score: -126246.898438 Penalty: 1147.048218
	Iteration 0F: 2 clusters Score -126246.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -124754.875000 Penalty: 2294.096436
	Iteration 0F: 3 clusters Score -124754.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -125100.765625 Penalty: 2294.096436
	Iteration 1F: 3 clusters Score -125100.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -125202.585938 Penalty: 2294.096436
	Iteration 2F: 3 clusters Score -125202.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -125284.882812 Penalty: 2294.096436
	Iteration 3F: 3 clusters Score -125284.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -125336.492188 Penalty: 2294.096436
	Iteration 4Q: 3 clusters Score -125336.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -125377.046875 Penalty: 2294.096436
	Iteration 5Q: 3 clusters Score -125377 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -125436.781250 Penalty: 2294.096436
	Iteration 6Q: 3 clusters Score -125436.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -125513.382812 Penalty: 2294.096436
	Iteration 7Q: 3 clusters Score -125513.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -125567.703125 Penalty: 2294.096436
	Iteration 8Q: 3 clusters Score -125567.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -125604.007812 Penalty: 2294.096436
	Iteration 9Q: 3 clusters Score -125604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -125617.578125 Penalty: 2294.096436
	Iteration 10Q: 3 clusters Score -125617.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -125632.601562 Penalty: 2294.096436
	Iteration 11Q: 3 clusters Score -125632.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -125648.687500 Penalty: 2294.096436
	Iteration 12Q: 3 clusters Score -125648.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -125657.226562 Penalty: 2294.096436
	Iteration 13Q: 3 clusters Score -125657.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -125664.578125 Penalty: 2294.096436
	Iteration 14Q: 3 clusters Score -125664.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -125669.257812 Penalty: 2294.096436
	Iteration 15Q: 3 clusters Score -125669.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -125673.328125 Penalty: 2294.096436
	Iteration 16Q: 3 clusters Score -125673.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -125680.500000 Penalty: 2294.096436
	Iteration 17Q: 3 clusters Score -125680.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -125686.851562 Penalty: 2294.096436
	Iteration 18Q: 3 clusters Score -125686.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -125689.382812 Penalty: 2294.096436
	Iteration 19Q: 3 clusters Score -125689.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -125691.062500 Penalty: 2294.096436
	Iteration 20F: 3 clusters Score -125691.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -125693.289062 Penalty: 2294.096436
	Iteration 21Q: 3 clusters Score -125693.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -125698.164062 Penalty: 2294.096436
	Iteration 22Q: 3 clusters Score -125698.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -125700.890625 Penalty: 2294.096436
	Iteration 23Q: 3 clusters Score -125700.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -125705.906250 Penalty: 2294.096436
	Iteration 24Q: 3 clusters Score -125705.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -125711.671875 Penalty: 2294.096436
	Iteration 25Q: 3 clusters Score -125711.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -125715.773438 Penalty: 2294.096436
	Iteration 26Q: 3 clusters Score -125715.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -125717.757812 Penalty: 2294.096436
	Iteration 27Q: 3 clusters Score -125717.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -125719.882812 Penalty: 2294.096436
	Iteration 28Q: 3 clusters Score -125719.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -125723.046875 Penalty: 2294.096436
	Iteration 29Q: 3 clusters Score -125723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -125724.765625 Penalty: 2294.096436
	Iteration 30Q: 3 clusters Score -125724.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -125725.734375 Penalty: 2294.096436
	Iteration 31Q: 3 clusters Score -125725.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -125725.734375 Penalty: 2294.096436
	Iteration 32F: 3 clusters Score -125725.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -11181.208984 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -11181.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -10421.006836 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -10421.01 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10693.430664 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -10693.43 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -10859.884766 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -10859.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -10978.456055 Penalty: 1892.489868
	Iteration 3F: 3 clusters Score -10978.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -11024.304688 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -11024.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -11036.585938 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -11036.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -11041.546875 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -11041.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -11044.187500 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -11044.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -11045.022461 Penalty: 1892.489868
	Iteration 8Q: 3 clusters Score -11045.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -11047.992188 Penalty: 1892.489868
	Iteration 9Q: 3 clusters Score -11047.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -11049.830078 Penalty: 1892.489868
	Iteration 10Q: 3 clusters Score -11049.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -11049.830078 Penalty: 1892.489868
	Iteration 11F: 3 clusters Score -11049.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Entering Unmasked Estep 
Score: -265233.500000 Penalty: 1247.577637
	Iteration 0F: 2 clusters Score -265233.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -263064.937500 Penalty: 2495.155273
	Iteration 0F: 3 clusters Score -263064.9 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -263579.593750 Penalty: 2495.155273
	Iteration 1F: 3 clusters Score -263579.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -263706.437500 Penalty: 2495.155273
	Iteration 2F: 3 clusters Score -263706.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -263823.281250 Penalty: 2495.155273
	Iteration 3F: 3 clusters Score -263823.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -263914.843750 Penalty: 2495.155273
	Iteration 4Q: 3 clusters Score -263914.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -263979.593750 Penalty: 2495.155273
	Iteration 5Q: 3 clusters Score -263979.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -264021.843750 Penalty: 2495.155273
	Iteration 6Q: 3 clusters Score -264021.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -264045.718750 Penalty: 2495.155273
	Iteration 7Q: 3 clusters Score -264045.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -264066.437500 Penalty: 2495.155273
	Iteration 8Q: 3 clusters Score -264066.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -264083.750000 Penalty: 2495.155273
	Iteration 9Q: 3 clusters Score -264083.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -264101.093750 Penalty: 2495.155273
	Iteration 10Q: 3 clusters Score -264101.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -264111.312500 Penalty: 2495.155273
	Iteration 11Q: 3 clusters Score -264111.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -264119.187500 Penalty: 2495.155273
	Iteration 12Q: 3 clusters Score -264119.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -264125.125000 Penalty: 2495.155273
	Iteration 13Q: 3 clusters Score -264125.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -264129.062500 Penalty: 2495.155273
	Iteration 14Q: 3 clusters Score -264129.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -264131.875000 Penalty: 2495.155273
	Iteration 15Q: 3 clusters Score -264131.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -264135.218750 Penalty: 2495.155273
	Iteration 16Q: 3 clusters Score -264135.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -264137.468750 Penalty: 2495.155273
	Iteration 17Q: 3 clusters Score -264137.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -264141.531250 Penalty: 2495.155273
	Iteration 18Q: 3 clusters Score -264141.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -264149.750000 Penalty: 2495.155273
	Iteration 19Q: 3 clusters Score -264149.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -264154.625000 Penalty: 2495.155273
	Iteration 20F: 3 clusters Score -264154.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -264156.437500 Penalty: 2495.155273
	Iteration 21Q: 3 clusters Score -264156.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -264159.156250 Penalty: 2495.155273
	Iteration 22Q: 3 clusters Score -264159.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -264161.031250 Penalty: 2495.155273
	Iteration 23Q: 3 clusters Score -264161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -264162.031250 Penalty: 2495.155273
	Iteration 24Q: 3 clusters Score -264162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -264163.062500 Penalty: 2495.155273
	Iteration 25Q: 3 clusters Score -264163.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -264164.500000 Penalty: 2495.155273
	Iteration 26Q: 3 clusters Score -264164.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -264167.312500 Penalty: 2495.155273
	Iteration 27Q: 3 clusters Score -264167.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -264173.437500 Penalty: 2495.155273
	Iteration 28Q: 3 clusters Score -264173.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -264182.156250 Penalty: 2495.155273
	Iteration 29Q: 3 clusters Score -264182.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -264190.843750 Penalty: 2495.155273
	Iteration 30Q: 3 clusters Score -264190.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -264202.125000 Penalty: 2495.155273
	Iteration 31Q: 3 clusters Score -264202.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -264211.281250 Penalty: 2495.155273
	Iteration 32Q: 3 clusters Score -264211.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -264220.781250 Penalty: 2495.155273
	Iteration 33Q: 3 clusters Score -264220.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -264227.750000 Penalty: 2495.155273
	Iteration 34Q: 3 clusters Score -264227.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -264233.625000 Penalty: 2495.155273
	Iteration 35Q: 3 clusters Score -264233.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -264238.218750 Penalty: 2495.155273
	Iteration 36Q: 3 clusters Score -264238.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -264242.406250 Penalty: 2495.155273
	Iteration 37Q: 3 clusters Score -264242.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -264246.406250 Penalty: 2495.155273
	Iteration 38Q: 3 clusters Score -264246.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -264249.781250 Penalty: 2495.155273
	Iteration 39Q: 3 clusters Score -264249.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -264251.937500 Penalty: 2495.155273
	Iteration 40F: 3 clusters Score -264251.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -264255.593750 Penalty: 2495.155273
	Iteration 41Q: 3 clusters Score -264255.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -264260.562500 Penalty: 2495.155273
	Iteration 42Q: 3 clusters Score -264260.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -264266.656250 Penalty: 2495.155273
	Iteration 43Q: 3 clusters Score -264266.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -264271.500000 Penalty: 2495.155273
	Iteration 44Q: 3 clusters Score -264271.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -264274.968750 Penalty: 2495.155273
	Iteration 45Q: 3 clusters Score -264275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -264275.281250 Penalty: 2495.155273
	Iteration 46Q: 3 clusters Score -264275.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -264275.656250 Penalty: 2495.155273
	Iteration 47Q: 3 clusters Score -264275.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -264275.968750 Penalty: 2495.155273
	Iteration 48Q: 3 clusters Score -264276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -264275.968750 Penalty: 2495.155273
	Iteration 49F: 3 clusters Score -264276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -54310.195312 Penalty: 1000.852966
	Iteration 0F: 2 clusters Score -54310.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -53289.785156 Penalty: 2001.705933
	Iteration 0F: 3 clusters Score -53289.79 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -53522.734375 Penalty: 2001.705933
	Iteration 1F: 3 clusters Score -53522.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -53677.585938 Penalty: 2001.705933
	Iteration 2F: 3 clusters Score -53677.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -53768.636719 Penalty: 2001.705933
	Iteration 3F: 3 clusters Score -53768.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -53848.683594 Penalty: 2001.705933
	Iteration 4F: 3 clusters Score -53848.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -53913.378906 Penalty: 2001.705933
	Iteration 5Q: 3 clusters Score -53913.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -53941.078125 Penalty: 2001.705933
	Iteration 6Q: 3 clusters Score -53941.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -53952.000000 Penalty: 2001.705933
	Iteration 7Q: 3 clusters Score -53952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -53961.117188 Penalty: 2001.705933
	Iteration 8Q: 3 clusters Score -53961.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -53965.000000 Penalty: 2001.705933
	Iteration 9Q: 3 clusters Score -53965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -53965.000000 Penalty: 2001.705933
	Iteration 10F: 3 clusters Score -53965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 21500 members 
Mstep: Class 4 contains 15071 members 
Mstep: Class 5 contains 9927 members 
Mstep: Class 6 contains 6811 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4014 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 1442 members 
Mstep: Class 11 contains 13911 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 42826 members 
Mstep: Class 14 contains 45378 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 8579 members 
Mstep: Class 17 contains 108183 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 9760 members 
Mstep: Class 20 contains 46152 members 
Mstep: Class 21 contains 6746 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 78096 members 
Mstep: Class 24 contains 99650 members 
Mstep: Class 25 contains 75059 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 105414 members 
Mstep: Class 29 contains 4926 members 
Mstep: Class 30 contains 77204 members 
Mstep: Class 31 contains 94599 members 
Mstep: Class 32 contains 3161 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1085 members 
Mstep: Class 35 contains 9533 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 338 members 
Mstep: Class 38 contains 2159 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769528.000000 Penalty: 87016.617188
Iteration 159Q: 40 clusters Score -1.117695e+08 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 21529 members 
Mstep: Class 4 contains 15086 members 
Mstep: Class 5 contains 9924 members 
Mstep: Class 6 contains 6812 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4014 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 1440 members 
Mstep: Class 11 contains 13906 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 42739 members 
Mstep: Class 14 contains 45381 members 
Mstep: Class 15 contains 9290 members 
Mstep: Class 16 contains 8583 members 
Mstep: Class 17 contains 108200 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 9762 members 
Mstep: Class 20 contains 46289 members 
Mstep: Class 21 contains 6744 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 78068 members 
Mstep: Class 24 contains 99629 members 
Mstep: Class 25 contains 75080 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 105405 members 
Mstep: Class 29 contains 4924 members 
Mstep: Class 30 contains 77202 members 
Mstep: Class 31 contains 94528 members 
Mstep: Class 32 contains 3161 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1085 members 
Mstep: Class 35 contains 9534 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 338 members 
Mstep: Class 38 contains 2159 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769480.000000 Penalty: 87016.617188
Iteration 160F: 40 clusters Score -1.117695e+08 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 21560 members 
Mstep: Class 4 contains 15104 members 
Mstep: Class 5 contains 9926 members 
Mstep: Class 6 contains 6812 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 4508 members 
Mstep: Class 10 contains 1437 members 
Mstep: Class 11 contains 13910 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 42657 members 
Mstep: Class 14 contains 45382 members 
Mstep: Class 15 contains 9290 members 
Mstep: Class 16 contains 8583 members 
Mstep: Class 17 contains 108215 members 
Mstep: Class 18 contains 3413 members 
Mstep: Class 19 contains 9764 members 
Mstep: Class 20 contains 46437 members 
Mstep: Class 21 contains 6742 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 78032 members 
Mstep: Class 24 contains 99598 members 
Mstep: Class 25 contains 75124 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 105392 members 
Mstep: Class 29 contains 4922 members 
Mstep: Class 30 contains 77182 members 
Mstep: Class 31 contains 94448 members 
Mstep: Class 32 contains 3161 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1085 members 
Mstep: Class 35 contains 9535 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 2158 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769760.000000 Penalty: 87016.617188
Iteration 161Q: 40 clusters Score -1.117698e+08 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 21587 members 
Mstep: Class 4 contains 15123 members 
Mstep: Class 5 contains 9924 members 
Mstep: Class 6 contains 6809 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4014 members 
Mstep: Class 9 contains 4511 members 
Mstep: Class 10 contains 1435 members 
Mstep: Class 11 contains 13910 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 42576 members 
Mstep: Class 14 contains 45387 members 
Mstep: Class 15 contains 9291 members 
Mstep: Class 16 contains 8583 members 
Mstep: Class 17 contains 108225 members 
Mstep: Class 18 contains 3414 members 
Mstep: Class 19 contains 9766 members 
Mstep: Class 20 contains 46579 members 
Mstep: Class 21 contains 6738 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 78008 members 
Mstep: Class 24 contains 99564 members 
Mstep: Class 25 contains 75157 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105393 members 
Mstep: Class 29 contains 4921 members 
Mstep: Class 30 contains 77170 members 
Mstep: Class 31 contains 94370 members 
Mstep: Class 32 contains 3161 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1085 members 
Mstep: Class 35 contains 9536 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 2157 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769824.000000 Penalty: 87016.617188
Iteration 162Q: 40 clusters Score -1.117698e+08 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 21606 members 
Mstep: Class 4 contains 15140 members 
Mstep: Class 5 contains 9922 members 
Mstep: Class 6 contains 6807 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 8 contains 4011 members 
Mstep: Class 9 contains 4514 members 
Mstep: Class 10 contains 1435 members 
Mstep: Class 11 contains 13909 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 42512 members 
Mstep: Class 14 contains 45395 members 
Mstep: Class 15 contains 9292 members 
Mstep: Class 16 contains 8585 members 
Mstep: Class 17 contains 108218 members 
Mstep: Class 18 contains 3414 members 
Mstep: Class 19 contains 9767 members 
Mstep: Class 20 contains 46717 members 
Mstep: Class 21 contains 6737 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 77976 members 
Mstep: Class 24 contains 99556 members 
Mstep: Class 25 contains 75195 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 105401 members 
Mstep: Class 29 contains 4920 members 
Mstep: Class 30 contains 77149 members 
Mstep: Class 31 contains 94285 members 
Mstep: Class 32 contains 3160 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1086 members 
Mstep: Class 35 contains 9533 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 2155 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769800.000000 Penalty: 87016.617188
Iteration 163Q: 40 clusters Score -1.117698e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 21626 members 
Mstep: Class 4 contains 15160 members 
Mstep: Class 5 contains 9917 members 
Mstep: Class 6 contains 6805 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 8 contains 4010 members 
Mstep: Class 9 contains 4518 members 
Mstep: Class 10 contains 1435 members 
Mstep: Class 11 contains 13907 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 42442 members 
Mstep: Class 14 contains 45399 members 
Mstep: Class 15 contains 9292 members 
Mstep: Class 16 contains 8584 members 
Mstep: Class 17 contains 108221 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 9767 members 
Mstep: Class 20 contains 46847 members 
Mstep: Class 21 contains 6735 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 77942 members 
Mstep: Class 24 contains 99576 members 
Mstep: Class 25 contains 75216 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105376 members 
Mstep: Class 29 contains 4917 members 
Mstep: Class 30 contains 77145 members 
Mstep: Class 31 contains 94217 members 
Mstep: Class 32 contains 3160 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1085 members 
Mstep: Class 35 contains 9532 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 2152 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769864.000000 Penalty: 87016.617188
Iteration 164Q: 40 clusters Score -1.117699e+08 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21649 members 
Mstep: Class 4 contains 15177 members 
Mstep: Class 5 contains 9914 members 
Mstep: Class 6 contains 6803 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 8 contains 4007 members 
Mstep: Class 9 contains 4521 members 
Mstep: Class 10 contains 1435 members 
Mstep: Class 11 contains 13907 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 42368 members 
Mstep: Class 14 contains 45410 members 
Mstep: Class 15 contains 9292 members 
Mstep: Class 16 contains 8583 members 
Mstep: Class 17 contains 108231 members 
Mstep: Class 18 contains 3418 members 
Mstep: Class 19 contains 9768 members 
Mstep: Class 20 contains 46985 members 
Mstep: Class 21 contains 6734 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 77907 members 
Mstep: Class 24 contains 99597 members 
Mstep: Class 25 contains 75234 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105324 members 
Mstep: Class 29 contains 4916 members 
Mstep: Class 30 contains 77146 members 
Mstep: Class 31 contains 94146 members 
Mstep: Class 32 contains 3159 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1085 members 
Mstep: Class 35 contains 9532 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 2151 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769776.000000 Penalty: 87016.617188
Iteration 165Q: 40 clusters Score -1.117698e+08 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21672 members 
Mstep: Class 4 contains 15199 members 
Mstep: Class 5 contains 9910 members 
Mstep: Class 6 contains 6799 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 8 contains 4006 members 
Mstep: Class 9 contains 4526 members 
Mstep: Class 10 contains 1435 members 
Mstep: Class 11 contains 13904 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 42300 members 
Mstep: Class 14 contains 45414 members 
Mstep: Class 15 contains 9292 members 
Mstep: Class 16 contains 8584 members 
Mstep: Class 17 contains 108206 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 9768 members 
Mstep: Class 20 contains 47150 members 
Mstep: Class 21 contains 6734 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 77886 members 
Mstep: Class 24 contains 99571 members 
Mstep: Class 25 contains 75246 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105328 members 
Mstep: Class 29 contains 4915 members 
Mstep: Class 30 contains 77152 members 
Mstep: Class 31 contains 94057 members 
Mstep: Class 32 contains 3160 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1084 members 
Mstep: Class 35 contains 9533 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 2152 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769784.000000 Penalty: 87016.617188
Iteration 166Q: 40 clusters Score -1.117698e+08 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21702 members 
Mstep: Class 4 contains 15219 members 
Mstep: Class 5 contains 9907 members 
Mstep: Class 6 contains 6797 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 8 contains 4002 members 
Mstep: Class 9 contains 4528 members 
Mstep: Class 10 contains 1435 members 
Mstep: Class 11 contains 13901 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 42226 members 
Mstep: Class 14 contains 45423 members 
Mstep: Class 15 contains 9292 members 
Mstep: Class 16 contains 8586 members 
Mstep: Class 17 contains 108184 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 9771 members 
Mstep: Class 20 contains 47301 members 
Mstep: Class 21 contains 6731 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 77852 members 
Mstep: Class 24 contains 99579 members 
Mstep: Class 25 contains 75249 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105305 members 
Mstep: Class 29 contains 4915 members 
Mstep: Class 30 contains 77154 members 
Mstep: Class 31 contains 93993 members 
Mstep: Class 32 contains 3160 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1084 members 
Mstep: Class 35 contains 9535 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 2152 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769808.000000 Penalty: 87016.617188
Iteration 167Q: 40 clusters Score -1.117698e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21723 members 
Mstep: Class 4 contains 15244 members 
Mstep: Class 5 contains 9907 members 
Mstep: Class 6 contains 6795 members 
Mstep: Class 7 contains 948 members 
Mstep: Class 8 contains 3999 members 
Mstep: Class 9 contains 4530 members 
Mstep: Class 10 contains 1435 members 
Mstep: Class 11 contains 13902 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 42155 members 
Mstep: Class 14 contains 45419 members 
Mstep: Class 15 contains 9292 members 
Mstep: Class 16 contains 8591 members 
Mstep: Class 17 contains 108177 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 9772 members 
Mstep: Class 20 contains 47455 members 
Mstep: Class 21 contains 6733 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 77832 members 
Mstep: Class 24 contains 99555 members 
Mstep: Class 25 contains 75259 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105301 members 
Mstep: Class 29 contains 4915 members 
Mstep: Class 30 contains 77136 members 
Mstep: Class 31 contains 93926 members 
Mstep: Class 32 contains 3159 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1084 members 
Mstep: Class 35 contains 9533 members 
Mstep: Class 36 contains 1162 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 2152 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769800.000000 Penalty: 87016.617188
Iteration 168Q: 40 clusters Score -1.117698e+08 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21747 members 
Mstep: Class 4 contains 15276 members 
Mstep: Class 5 contains 9908 members 
Mstep: Class 6 contains 6790 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 3999 members 
Mstep: Class 9 contains 4530 members 
Mstep: Class 10 contains 1435 members 
Mstep: Class 11 contains 13903 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 42086 members 
Mstep: Class 14 contains 45415 members 
Mstep: Class 15 contains 9293 members 
Mstep: Class 16 contains 8593 members 
Mstep: Class 17 contains 108165 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 9773 members 
Mstep: Class 20 contains 47579 members 
Mstep: Class 21 contains 6735 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 77788 members 
Mstep: Class 24 contains 99550 members 
Mstep: Class 25 contains 75268 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105289 members 
Mstep: Class 29 contains 4914 members 
Mstep: Class 30 contains 77126 members 
Mstep: Class 31 contains 93893 members 
Mstep: Class 32 contains 3158 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1084 members 
Mstep: Class 35 contains 9533 members 
Mstep: Class 36 contains 1162 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 2151 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769696.000000 Penalty: 87016.617188
Iteration 169Q: 40 clusters Score -1.117697e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21773 members 
Mstep: Class 4 contains 15305 members 
Mstep: Class 5 contains 9908 members 
Mstep: Class 6 contains 6787 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 4001 members 
Mstep: Class 9 contains 4530 members 
Mstep: Class 10 contains 1434 members 
Mstep: Class 11 contains 13901 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 42016 members 
Mstep: Class 14 contains 45413 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 8592 members 
Mstep: Class 17 contains 108162 members 
Mstep: Class 18 contains 3428 members 
Mstep: Class 19 contains 9775 members 
Mstep: Class 20 contains 47696 members 
Mstep: Class 21 contains 6735 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 77745 members 
Mstep: Class 24 contains 99549 members 
Mstep: Class 25 contains 75279 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105273 members 
Mstep: Class 29 contains 4914 members 
Mstep: Class 30 contains 77109 members 
Mstep: Class 31 contains 93859 members 
Mstep: Class 32 contains 3158 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1084 members 
Mstep: Class 35 contains 9534 members 
Mstep: Class 36 contains 1162 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 2151 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769696.000000 Penalty: 87016.617188
Iteration 170Q: 40 clusters Score -1.117697e+08 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21795 members 
Mstep: Class 4 contains 15319 members 
Mstep: Class 5 contains 9907 members 
Mstep: Class 6 contains 6785 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 3999 members 
Mstep: Class 9 contains 4529 members 
Mstep: Class 10 contains 1433 members 
Mstep: Class 11 contains 13903 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 41959 members 
Mstep: Class 14 contains 45411 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 8590 members 
Mstep: Class 17 contains 108153 members 
Mstep: Class 18 contains 3432 members 
Mstep: Class 19 contains 9777 members 
Mstep: Class 20 contains 47785 members 
Mstep: Class 21 contains 6738 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 77716 members 
Mstep: Class 24 contains 99545 members 
Mstep: Class 25 contains 75310 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105264 members 
Mstep: Class 29 contains 4913 members 
Mstep: Class 30 contains 77081 members 
Mstep: Class 31 contains 93845 members 
Mstep: Class 32 contains 3157 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1084 members 
Mstep: Class 35 contains 9531 members 
Mstep: Class 36 contains 1162 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 2150 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769696.000000 Penalty: 87016.617188
Iteration 171Q: 40 clusters Score -1.117697e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21817 members 
Mstep: Class 4 contains 15337 members 
Mstep: Class 5 contains 9911 members 
Mstep: Class 6 contains 6782 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 3995 members 
Mstep: Class 9 contains 4528 members 
Mstep: Class 10 contains 1433 members 
Mstep: Class 11 contains 13903 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 41910 members 
Mstep: Class 14 contains 45398 members 
Mstep: Class 15 contains 9295 members 
Mstep: Class 16 contains 8589 members 
Mstep: Class 17 contains 108156 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 9778 members 
Mstep: Class 20 contains 47887 members 
Mstep: Class 21 contains 6737 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 77690 members 
Mstep: Class 24 contains 99518 members 
Mstep: Class 25 contains 75323 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105277 members 
Mstep: Class 29 contains 4911 members 
Mstep: Class 30 contains 77056 members 
Mstep: Class 31 contains 93812 members 
Mstep: Class 32 contains 3154 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1084 members 
Mstep: Class 35 contains 9532 members 
Mstep: Class 36 contains 1162 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 2150 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769808.000000 Penalty: 87016.617188
Iteration 172Q: 40 clusters Score -1.117698e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21835 members 
Mstep: Class 4 contains 15348 members 
Mstep: Class 5 contains 9907 members 
Mstep: Class 6 contains 6779 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 3991 members 
Mstep: Class 9 contains 4532 members 
Mstep: Class 10 contains 1433 members 
Mstep: Class 11 contains 13900 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 41859 members 
Mstep: Class 14 contains 45387 members 
Mstep: Class 15 contains 9295 members 
Mstep: Class 16 contains 8589 members 
Mstep: Class 17 contains 108143 members 
Mstep: Class 18 contains 3445 members 
Mstep: Class 19 contains 9778 members 
Mstep: Class 20 contains 48004 members 
Mstep: Class 21 contains 6737 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 77648 members 
Mstep: Class 24 contains 99519 members 
Mstep: Class 25 contains 75348 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105289 members 
Mstep: Class 29 contains 4911 members 
Mstep: Class 30 contains 77032 members 
Mstep: Class 31 contains 93775 members 
Mstep: Class 32 contains 3154 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1084 members 
Mstep: Class 35 contains 9533 members 
Mstep: Class 36 contains 1162 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 2148 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769896.000000 Penalty: 87016.617188
Iteration 173Q: 40 clusters Score -1.117699e+08 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21852 members 
Mstep: Class 4 contains 15370 members 
Mstep: Class 5 contains 9908 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 3987 members 
Mstep: Class 9 contains 4535 members 
Mstep: Class 10 contains 1434 members 
Mstep: Class 11 contains 13898 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 41816 members 
Mstep: Class 14 contains 45370 members 
Mstep: Class 15 contains 9295 members 
Mstep: Class 16 contains 8591 members 
Mstep: Class 17 contains 108159 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 9778 members 
Mstep: Class 20 contains 48095 members 
Mstep: Class 21 contains 6739 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 77599 members 
Mstep: Class 24 contains 99505 members 
Mstep: Class 25 contains 75368 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105290 members 
Mstep: Class 29 contains 4909 members 
Mstep: Class 30 contains 77016 members 
Mstep: Class 31 contains 93743 members 
Mstep: Class 32 contains 3153 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1084 members 
Mstep: Class 35 contains 9533 members 
Mstep: Class 36 contains 1162 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 2149 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769864.000000 Penalty: 87016.617188
Iteration 174Q: 40 clusters Score -1.117699e+08 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21860 members 
Mstep: Class 4 contains 15391 members 
Mstep: Class 5 contains 9904 members 
Mstep: Class 6 contains 6775 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 3981 members 
Mstep: Class 9 contains 4535 members 
Mstep: Class 10 contains 1433 members 
Mstep: Class 11 contains 13894 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 41765 members 
Mstep: Class 14 contains 45355 members 
Mstep: Class 15 contains 9296 members 
Mstep: Class 16 contains 8593 members 
Mstep: Class 17 contains 108157 members 
Mstep: Class 18 contains 3464 members 
Mstep: Class 19 contains 9778 members 
Mstep: Class 20 contains 48179 members 
Mstep: Class 21 contains 6736 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 77573 members 
Mstep: Class 24 contains 99498 members 
Mstep: Class 25 contains 75376 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105294 members 
Mstep: Class 29 contains 4907 members 
Mstep: Class 30 contains 76994 members 
Mstep: Class 31 contains 93748 members 
Mstep: Class 32 contains 3154 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1084 members 
Mstep: Class 35 contains 9533 members 
Mstep: Class 36 contains 1162 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 2149 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769840.000000 Penalty: 87016.617188
Iteration 175Q: 40 clusters Score -1.117698e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21880 members 
Mstep: Class 4 contains 15413 members 
Mstep: Class 5 contains 9901 members 
Mstep: Class 6 contains 6774 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3974 members 
Mstep: Class 9 contains 4532 members 
Mstep: Class 10 contains 1433 members 
Mstep: Class 11 contains 13892 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 41736 members 
Mstep: Class 14 contains 45343 members 
Mstep: Class 15 contains 9295 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 108203 members 
Mstep: Class 18 contains 3466 members 
Mstep: Class 19 contains 9778 members 
Mstep: Class 20 contains 48270 members 
Mstep: Class 21 contains 6735 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 77555 members 
Mstep: Class 24 contains 99482 members 
Mstep: Class 25 contains 75376 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105267 members 
Mstep: Class 29 contains 4904 members 
Mstep: Class 30 contains 76983 members 
Mstep: Class 31 contains 93694 members 
Mstep: Class 32 contains 3154 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9534 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 2150 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769888.000000 Penalty: 87016.617188
Iteration 176Q: 40 clusters Score -1.117699e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21899 members 
Mstep: Class 4 contains 15438 members 
Mstep: Class 5 contains 9899 members 
Mstep: Class 6 contains 6778 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3974 members 
Mstep: Class 9 contains 4534 members 
Mstep: Class 10 contains 1433 members 
Mstep: Class 11 contains 13893 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 41686 members 
Mstep: Class 14 contains 45321 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 108218 members 
Mstep: Class 18 contains 3468 members 
Mstep: Class 19 contains 9779 members 
Mstep: Class 20 contains 48347 members 
Mstep: Class 21 contains 6734 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 77523 members 
Mstep: Class 24 contains 99452 members 
Mstep: Class 25 contains 75379 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105265 members 
Mstep: Class 29 contains 4901 members 
Mstep: Class 30 contains 76983 members 
Mstep: Class 31 contains 93684 members 
Mstep: Class 32 contains 3155 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9535 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 2152 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769912.000000 Penalty: 87016.617188
Iteration 177Q: 40 clusters Score -1.117699e+08 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21909 members 
Mstep: Class 4 contains 15455 members 
Mstep: Class 5 contains 9897 members 
Mstep: Class 6 contains 6773 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3975 members 
Mstep: Class 9 contains 4536 members 
Mstep: Class 10 contains 1428 members 
Mstep: Class 11 contains 13888 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 41643 members 
Mstep: Class 14 contains 45304 members 
Mstep: Class 15 contains 9295 members 
Mstep: Class 16 contains 8597 members 
Mstep: Class 17 contains 108246 members 
Mstep: Class 18 contains 3472 members 
Mstep: Class 19 contains 9780 members 
Mstep: Class 20 contains 48421 members 
Mstep: Class 21 contains 6733 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 77499 members 
Mstep: Class 24 contains 99423 members 
Mstep: Class 25 contains 75369 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105254 members 
Mstep: Class 29 contains 4901 members 
Mstep: Class 30 contains 76973 members 
Mstep: Class 31 contains 93708 members 
Mstep: Class 32 contains 3156 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9534 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 2152 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769920.000000 Penalty: 87016.617188
Iteration 178Q: 40 clusters Score -1.117699e+08 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21921 members 
Mstep: Class 4 contains 15482 members 
Mstep: Class 5 contains 9901 members 
Mstep: Class 6 contains 6771 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3975 members 
Mstep: Class 9 contains 4538 members 
Mstep: Class 10 contains 1425 members 
Mstep: Class 11 contains 13892 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 41585 members 
Mstep: Class 14 contains 45290 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 8593 members 
Mstep: Class 17 contains 108249 members 
Mstep: Class 18 contains 3473 members 
Mstep: Class 19 contains 9781 members 
Mstep: Class 20 contains 48492 members 
Mstep: Class 21 contains 6733 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 77483 members 
Mstep: Class 24 contains 99388 members 
Mstep: Class 25 contains 75356 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105259 members 
Mstep: Class 29 contains 4900 members 
Mstep: Class 30 contains 76976 members 
Mstep: Class 31 contains 93717 members 
Mstep: Class 32 contains 3158 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9534 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 2153 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769968.000000 Penalty: 87016.617188
Iteration 179Q: 40 clusters Score -1.1177e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21927 members 
Mstep: Class 4 contains 15523 members 
Mstep: Class 5 contains 9900 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3975 members 
Mstep: Class 9 contains 4540 members 
Mstep: Class 10 contains 1425 members 
Mstep: Class 11 contains 13892 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 41539 members 
Mstep: Class 14 contains 45278 members 
Mstep: Class 15 contains 9296 members 
Mstep: Class 16 contains 8593 members 
Mstep: Class 17 contains 108250 members 
Mstep: Class 18 contains 3474 members 
Mstep: Class 19 contains 9781 members 
Mstep: Class 20 contains 48579 members 
Mstep: Class 21 contains 6734 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 77458 members 
Mstep: Class 24 contains 99339 members 
Mstep: Class 25 contains 75342 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105272 members 
Mstep: Class 29 contains 4895 members 
Mstep: Class 30 contains 76959 members 
Mstep: Class 31 contains 93736 members 
Mstep: Class 32 contains 3158 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9533 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 2153 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769896.000000 Penalty: 87016.617188
Iteration 180F: 40 clusters Score -1.117699e+08 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21921 members 
Mstep: Class 4 contains 15561 members 
Mstep: Class 5 contains 9896 members 
Mstep: Class 6 contains 6771 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3974 members 
Mstep: Class 9 contains 4538 members 
Mstep: Class 10 contains 1425 members 
Mstep: Class 11 contains 13887 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 41488 members 
Mstep: Class 14 contains 45279 members 
Mstep: Class 15 contains 9296 members 
Mstep: Class 16 contains 8592 members 
Mstep: Class 17 contains 108290 members 
Mstep: Class 18 contains 3475 members 
Mstep: Class 19 contains 9782 members 
Mstep: Class 20 contains 48652 members 
Mstep: Class 21 contains 6733 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 77441 members 
Mstep: Class 24 contains 99287 members 
Mstep: Class 25 contains 75346 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105265 members 
Mstep: Class 29 contains 4894 members 
Mstep: Class 30 contains 76955 members 
Mstep: Class 31 contains 93736 members 
Mstep: Class 32 contains 3158 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9530 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 2152 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769752.000000 Penalty: 87016.617188
Iteration 181Q: 40 clusters Score -1.117698e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21928 members 
Mstep: Class 4 contains 15577 members 
Mstep: Class 5 contains 9900 members 
Mstep: Class 6 contains 6765 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3974 members 
Mstep: Class 9 contains 4536 members 
Mstep: Class 10 contains 1424 members 
Mstep: Class 11 contains 13888 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 41457 members 
Mstep: Class 14 contains 45289 members 
Mstep: Class 15 contains 9295 members 
Mstep: Class 16 contains 8592 members 
Mstep: Class 17 contains 108294 members 
Mstep: Class 18 contains 3478 members 
Mstep: Class 19 contains 9783 members 
Mstep: Class 20 contains 48763 members 
Mstep: Class 21 contains 6731 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 77407 members 
Mstep: Class 24 contains 99240 members 
Mstep: Class 25 contains 75348 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105275 members 
Mstep: Class 29 contains 4891 members 
Mstep: Class 30 contains 76940 members 
Mstep: Class 31 contains 93711 members 
Mstep: Class 32 contains 3158 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9528 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 360 members 
Mstep: Class 38 contains 2152 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769752.000000 Penalty: 87016.617188
Iteration 182Q: 40 clusters Score -1.117698e+08 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21933 members 
Mstep: Class 4 contains 15602 members 
Mstep: Class 5 contains 9905 members 
Mstep: Class 6 contains 6767 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3973 members 
Mstep: Class 9 contains 4536 members 
Mstep: Class 10 contains 1425 members 
Mstep: Class 11 contains 13892 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 41415 members 
Mstep: Class 14 contains 45301 members 
Mstep: Class 15 contains 9295 members 
Mstep: Class 16 contains 8590 members 
Mstep: Class 17 contains 108338 members 
Mstep: Class 18 contains 3479 members 
Mstep: Class 19 contains 9783 members 
Mstep: Class 20 contains 48886 members 
Mstep: Class 21 contains 6732 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 77381 members 
Mstep: Class 24 contains 99186 members 
Mstep: Class 25 contains 75335 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105231 members 
Mstep: Class 29 contains 4889 members 
Mstep: Class 30 contains 76931 members 
Mstep: Class 31 contains 93683 members 
Mstep: Class 32 contains 3158 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9528 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2150 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769720.000000 Penalty: 87016.617188
Iteration 183Q: 40 clusters Score -1.117697e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 21938 members 
Mstep: Class 4 contains 15628 members 
Mstep: Class 5 contains 9911 members 
Mstep: Class 6 contains 6763 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3970 members 
Mstep: Class 9 contains 4534 members 
Mstep: Class 10 contains 1424 members 
Mstep: Class 11 contains 13892 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 41386 members 
Mstep: Class 14 contains 45317 members 
Mstep: Class 15 contains 9295 members 
Mstep: Class 16 contains 8590 members 
Mstep: Class 17 contains 108356 members 
Mstep: Class 18 contains 3479 members 
Mstep: Class 19 contains 9782 members 
Mstep: Class 20 contains 48983 members 
Mstep: Class 21 contains 6733 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 77343 members 
Mstep: Class 24 contains 99157 members 
Mstep: Class 25 contains 75338 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105223 members 
Mstep: Class 29 contains 4886 members 
Mstep: Class 30 contains 76925 members 
Mstep: Class 31 contains 93641 members 
Mstep: Class 32 contains 3157 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9526 members 
Mstep: Class 36 contains 1162 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 2148 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769712.000000 Penalty: 87016.617188
Iteration 184Q: 40 clusters Score -1.117697e+08 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 21941 members 
Mstep: Class 4 contains 15657 members 
Mstep: Class 5 contains 9909 members 
Mstep: Class 6 contains 6762 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 4536 members 
Mstep: Class 10 contains 1425 members 
Mstep: Class 11 contains 13897 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 41349 members 
Mstep: Class 14 contains 45325 members 
Mstep: Class 15 contains 9295 members 
Mstep: Class 16 contains 8592 members 
Mstep: Class 17 contains 108393 members 
Mstep: Class 18 contains 3479 members 
Mstep: Class 19 contains 9781 members 
Mstep: Class 20 contains 49135 members 
Mstep: Class 21 contains 6732 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 77301 members 
Mstep: Class 24 contains 99116 members 
Mstep: Class 25 contains 75332 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105205 members 
Mstep: Class 29 contains 4886 members 
Mstep: Class 30 contains 76926 members 
Mstep: Class 31 contains 93557 members 
Mstep: Class 32 contains 3156 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9527 members 
Mstep: Class 36 contains 1162 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 2147 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769848.000000 Penalty: 87016.617188
Iteration 185Q: 40 clusters Score -1.117698e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 21952 members 
Mstep: Class 4 contains 15690 members 
Mstep: Class 5 contains 9906 members 
Mstep: Class 6 contains 6762 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3965 members 
Mstep: Class 9 contains 4536 members 
Mstep: Class 10 contains 1425 members 
Mstep: Class 11 contains 13899 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 41312 members 
Mstep: Class 14 contains 45330 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 8594 members 
Mstep: Class 17 contains 108391 members 
Mstep: Class 18 contains 3480 members 
Mstep: Class 19 contains 9781 members 
Mstep: Class 20 contains 49267 members 
Mstep: Class 21 contains 6731 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 77263 members 
Mstep: Class 24 contains 99066 members 
Mstep: Class 25 contains 75338 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105206 members 
Mstep: Class 29 contains 4886 members 
Mstep: Class 30 contains 76916 members 
Mstep: Class 31 contains 93506 members 
Mstep: Class 32 contains 3158 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9524 members 
Mstep: Class 36 contains 1162 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 2150 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769656.000000 Penalty: 87016.617188
Iteration 186Q: 40 clusters Score -1.117697e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 21960 members 
Mstep: Class 4 contains 15725 members 
Mstep: Class 5 contains 9903 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3965 members 
Mstep: Class 9 contains 4537 members 
Mstep: Class 10 contains 1425 members 
Mstep: Class 11 contains 13906 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 41286 members 
Mstep: Class 14 contains 45327 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 108377 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 9780 members 
Mstep: Class 20 contains 49408 members 
Mstep: Class 21 contains 6730 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 77220 members 
Mstep: Class 24 contains 99018 members 
Mstep: Class 25 contains 75350 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105197 members 
Mstep: Class 29 contains 4885 members 
Mstep: Class 30 contains 76906 members 
Mstep: Class 31 contains 93461 members 
Mstep: Class 32 contains 3158 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9523 members 
Mstep: Class 36 contains 1162 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 2151 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769568.000000 Penalty: 87016.617188
Iteration 187Q: 40 clusters Score -1.117696e+08 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 21974 members 
Mstep: Class 4 contains 15765 members 
Mstep: Class 5 contains 9904 members 
Mstep: Class 6 contains 6753 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3962 members 
Mstep: Class 9 contains 4538 members 
Mstep: Class 10 contains 1425 members 
Mstep: Class 11 contains 13915 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 41243 members 
Mstep: Class 14 contains 45324 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 8598 members 
Mstep: Class 17 contains 108359 members 
Mstep: Class 18 contains 3482 members 
Mstep: Class 19 contains 9779 members 
Mstep: Class 20 contains 49574 members 
Mstep: Class 21 contains 6732 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 77176 members 
Mstep: Class 24 contains 98985 members 
Mstep: Class 25 contains 75356 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105153 members 
Mstep: Class 29 contains 4884 members 
Mstep: Class 30 contains 76910 members 
Mstep: Class 31 contains 93410 members 
Mstep: Class 32 contains 3158 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9521 members 
Mstep: Class 36 contains 1162 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 2154 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769672.000000 Penalty: 87016.617188
Iteration 188Q: 40 clusters Score -1.117697e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 21990 members 
Mstep: Class 4 contains 15799 members 
Mstep: Class 5 contains 9907 members 
Mstep: Class 6 contains 6755 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3962 members 
Mstep: Class 9 contains 4539 members 
Mstep: Class 10 contains 1424 members 
Mstep: Class 11 contains 13918 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 41190 members 
Mstep: Class 14 contains 45314 members 
Mstep: Class 15 contains 9292 members 
Mstep: Class 16 contains 8598 members 
Mstep: Class 17 contains 108352 members 
Mstep: Class 18 contains 3484 members 
Mstep: Class 19 contains 9781 members 
Mstep: Class 20 contains 49717 members 
Mstep: Class 21 contains 6730 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 77129 members 
Mstep: Class 24 contains 98954 members 
Mstep: Class 25 contains 75373 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105144 members 
Mstep: Class 29 contains 4883 members 
Mstep: Class 30 contains 76892 members 
Mstep: Class 31 contains 93368 members 
Mstep: Class 32 contains 3158 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9521 members 
Mstep: Class 36 contains 1162 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 2155 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769568.000000 Penalty: 87016.617188
Iteration 189Q: 40 clusters Score -1.117696e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 21996 members 
Mstep: Class 4 contains 15828 members 
Mstep: Class 5 contains 9903 members 
Mstep: Class 6 contains 6755 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3962 members 
Mstep: Class 9 contains 4536 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 13921 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 41147 members 
Mstep: Class 14 contains 45299 members 
Mstep: Class 15 contains 9290 members 
Mstep: Class 16 contains 8599 members 
Mstep: Class 17 contains 108368 members 
Mstep: Class 18 contains 3485 members 
Mstep: Class 19 contains 9783 members 
Mstep: Class 20 contains 49819 members 
Mstep: Class 21 contains 6730 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 77077 members 
Mstep: Class 24 contains 98938 members 
Mstep: Class 25 contains 75384 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105148 members 
Mstep: Class 29 contains 4882 members 
Mstep: Class 30 contains 76882 members 
Mstep: Class 31 contains 93346 members 
Mstep: Class 32 contains 3157 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9518 members 
Mstep: Class 36 contains 1162 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 2155 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769440.000000 Penalty: 87016.617188
Iteration 190Q: 40 clusters Score -1.117694e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22008 members 
Mstep: Class 4 contains 15848 members 
Mstep: Class 5 contains 9907 members 
Mstep: Class 6 contains 6753 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3961 members 
Mstep: Class 9 contains 4535 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 13922 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 41102 members 
Mstep: Class 14 contains 45299 members 
Mstep: Class 15 contains 9290 members 
Mstep: Class 16 contains 8602 members 
Mstep: Class 17 contains 108401 members 
Mstep: Class 18 contains 3484 members 
Mstep: Class 19 contains 9782 members 
Mstep: Class 20 contains 49911 members 
Mstep: Class 21 contains 6732 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 77032 members 
Mstep: Class 24 contains 98921 members 
Mstep: Class 25 contains 75395 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105131 members 
Mstep: Class 29 contains 4882 members 
Mstep: Class 30 contains 76869 members 
Mstep: Class 31 contains 93312 members 
Mstep: Class 32 contains 3159 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9513 members 
Mstep: Class 36 contains 1162 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 2157 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769272.000000 Penalty: 87016.617188
Iteration 191Q: 40 clusters Score -1.117693e+08 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22025 members 
Mstep: Class 4 contains 15874 members 
Mstep: Class 5 contains 9909 members 
Mstep: Class 6 contains 6747 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3960 members 
Mstep: Class 9 contains 4533 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 11 contains 13928 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 41070 members 
Mstep: Class 14 contains 45301 members 
Mstep: Class 15 contains 9290 members 
Mstep: Class 16 contains 8601 members 
Mstep: Class 17 contains 108418 members 
Mstep: Class 18 contains 3481 members 
Mstep: Class 19 contains 9782 members 
Mstep: Class 20 contains 50003 members 
Mstep: Class 21 contains 6730 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 77000 members 
Mstep: Class 24 contains 98884 members 
Mstep: Class 25 contains 75396 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105130 members 
Mstep: Class 29 contains 4881 members 
Mstep: Class 30 contains 76862 members 
Mstep: Class 31 contains 93275 members 
Mstep: Class 32 contains 3160 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9513 members 
Mstep: Class 36 contains 1162 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 2156 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769320.000000 Penalty: 87016.617188
Iteration 192Q: 40 clusters Score -1.117693e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22036 members 
Mstep: Class 4 contains 15900 members 
Mstep: Class 5 contains 9910 members 
Mstep: Class 6 contains 6744 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3960 members 
Mstep: Class 9 contains 4533 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 13933 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 41024 members 
Mstep: Class 14 contains 45315 members 
Mstep: Class 15 contains 9290 members 
Mstep: Class 16 contains 8603 members 
Mstep: Class 17 contains 108426 members 
Mstep: Class 18 contains 3480 members 
Mstep: Class 19 contains 9782 members 
Mstep: Class 20 contains 50096 members 
Mstep: Class 21 contains 6728 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 76979 members 
Mstep: Class 24 contains 98833 members 
Mstep: Class 25 contains 75419 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105108 members 
Mstep: Class 29 contains 4881 members 
Mstep: Class 30 contains 76852 members 
Mstep: Class 31 contains 93245 members 
Mstep: Class 32 contains 3162 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9513 members 
Mstep: Class 36 contains 1162 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 2156 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769328.000000 Penalty: 87016.617188
Iteration 193Q: 40 clusters Score -1.117693e+08 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22050 members 
Mstep: Class 4 contains 15927 members 
Mstep: Class 5 contains 9906 members 
Mstep: Class 6 contains 6744 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3959 members 
Mstep: Class 9 contains 4534 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 13930 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 40986 members 
Mstep: Class 14 contains 45335 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 8602 members 
Mstep: Class 17 contains 108407 members 
Mstep: Class 18 contains 3480 members 
Mstep: Class 19 contains 9782 members 
Mstep: Class 20 contains 50184 members 
Mstep: Class 21 contains 6726 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 76949 members 
Mstep: Class 24 contains 98784 members 
Mstep: Class 25 contains 75438 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105101 members 
Mstep: Class 29 contains 4880 members 
Mstep: Class 30 contains 76852 members 
Mstep: Class 31 contains 93235 members 
Mstep: Class 32 contains 3160 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9512 members 
Mstep: Class 36 contains 1162 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 2156 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769040.000000 Penalty: 87016.617188
Iteration 194Q: 40 clusters Score -1.11769e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22059 members 
Mstep: Class 4 contains 15968 members 
Mstep: Class 5 contains 9906 members 
Mstep: Class 6 contains 6743 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3956 members 
Mstep: Class 9 contains 4535 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 13927 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 40936 members 
Mstep: Class 14 contains 45351 members 
Mstep: Class 15 contains 9288 members 
Mstep: Class 16 contains 8602 members 
Mstep: Class 17 contains 108402 members 
Mstep: Class 18 contains 3481 members 
Mstep: Class 19 contains 9782 members 
Mstep: Class 20 contains 50270 members 
Mstep: Class 21 contains 6726 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 76912 members 
Mstep: Class 24 contains 98747 members 
Mstep: Class 25 contains 75465 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105063 members 
Mstep: Class 29 contains 4880 members 
Mstep: Class 30 contains 76849 members 
Mstep: Class 31 contains 93231 members 
Mstep: Class 32 contains 3160 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9512 members 
Mstep: Class 36 contains 1162 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 2158 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769032.000000 Penalty: 87016.617188
Iteration 195Q: 40 clusters Score -1.11769e+08 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22067 members 
Mstep: Class 4 contains 15998 members 
Mstep: Class 5 contains 9898 members 
Mstep: Class 6 contains 6742 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3956 members 
Mstep: Class 9 contains 4539 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 13927 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 40890 members 
Mstep: Class 14 contains 45370 members 
Mstep: Class 15 contains 9287 members 
Mstep: Class 16 contains 8603 members 
Mstep: Class 17 contains 108405 members 
Mstep: Class 18 contains 3480 members 
Mstep: Class 19 contains 9782 members 
Mstep: Class 20 contains 50368 members 
Mstep: Class 21 contains 6727 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 76867 members 
Mstep: Class 24 contains 98711 members 
Mstep: Class 25 contains 75479 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105047 members 
Mstep: Class 29 contains 4880 members 
Mstep: Class 30 contains 76834 members 
Mstep: Class 31 contains 93222 members 
Mstep: Class 32 contains 3159 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9512 members 
Mstep: Class 36 contains 1162 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 2158 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111768896.000000 Penalty: 87016.617188
Iteration 196Q: 40 clusters Score -1.117689e+08 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22079 members 
Mstep: Class 4 contains 16045 members 
Mstep: Class 5 contains 9896 members 
Mstep: Class 6 contains 6744 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 4541 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 13924 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 40825 members 
Mstep: Class 14 contains 45385 members 
Mstep: Class 15 contains 9287 members 
Mstep: Class 16 contains 8605 members 
Mstep: Class 17 contains 108402 members 
Mstep: Class 18 contains 3481 members 
Mstep: Class 19 contains 9781 members 
Mstep: Class 20 contains 50460 members 
Mstep: Class 21 contains 6729 members 
Mstep: Class 22 contains 629 members 
Mstep: Class 23 contains 76812 members 
Mstep: Class 24 contains 98665 members 
Mstep: Class 25 contains 75485 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105041 members 
Mstep: Class 29 contains 4880 members 
Mstep: Class 30 contains 76829 members 
Mstep: Class 31 contains 93229 members 
Mstep: Class 32 contains 3159 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9510 members 
Mstep: Class 36 contains 1162 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 2159 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769056.000000 Penalty: 87016.617188
Iteration 197Q: 40 clusters Score -1.117691e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22093 members 
Mstep: Class 4 contains 16080 members 
Mstep: Class 5 contains 9891 members 
Mstep: Class 6 contains 6742 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 4544 members 
Mstep: Class 10 contains 1419 members 
Mstep: Class 11 contains 13928 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 40779 members 
Mstep: Class 14 contains 45407 members 
Mstep: Class 15 contains 9287 members 
Mstep: Class 16 contains 8603 members 
Mstep: Class 17 contains 108421 members 
Mstep: Class 18 contains 3488 members 
Mstep: Class 19 contains 9780 members 
Mstep: Class 20 contains 50561 members 
Mstep: Class 21 contains 6729 members 
Mstep: Class 22 contains 629 members 
Mstep: Class 23 contains 76761 members 
Mstep: Class 24 contains 98616 members 
Mstep: Class 25 contains 75474 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105019 members 
Mstep: Class 29 contains 4878 members 
Mstep: Class 30 contains 76818 members 
Mstep: Class 31 contains 93227 members 
Mstep: Class 32 contains 3158 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9509 members 
Mstep: Class 36 contains 1162 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 2161 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769280.000000 Penalty: 87016.617188
Iteration 198Q: 40 clusters Score -1.117693e+08 nChanged 971
Entering ConstructFrom: 
Score: -111769280.000000 Penalty: 87016.617188
Entering ConstructFrom: 
Trying to split cluster 1 (3113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Entering Unmasked Estep 
Score: -356862.937500 Penalty: 1307.043213
	Iteration 0F: 2 clusters Score -356862.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -354063.843750 Penalty: 2614.086426
	Iteration 0F: 3 clusters Score -354063.8 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -354952.281250 Penalty: 2614.086426
	Iteration 1F: 3 clusters Score -354952.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -355306.125000 Penalty: 2614.086426
	Iteration 2F: 3 clusters Score -355306.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -355583.031250 Penalty: 2614.086426
	Iteration 3F: 3 clusters Score -355583 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -355819.875000 Penalty: 2614.086426
	Iteration 4F: 3 clusters Score -355819.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -356038.968750 Penalty: 2614.086426
	Iteration 5F: 3 clusters Score -356039 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -356219.062500 Penalty: 2614.086426
	Iteration 6F: 3 clusters Score -356219.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -356384.937500 Penalty: 2614.086426
	Iteration 7Q: 3 clusters Score -356384.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -356530.062500 Penalty: 2614.086426
	Iteration 8Q: 3 clusters Score -356530.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -356635.406250 Penalty: 2614.086426
	Iteration 9Q: 3 clusters Score -356635.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -356739.968750 Penalty: 2614.086426
	Iteration 10Q: 3 clusters Score -356740 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -356816.000000 Penalty: 2614.086426
	Iteration 11Q: 3 clusters Score -356816 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -356891.593750 Penalty: 2614.086426
	Iteration 12Q: 3 clusters Score -356891.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -356945.312500 Penalty: 2614.086426
	Iteration 13Q: 3 clusters Score -356945.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -356989.156250 Penalty: 2614.086426
	Iteration 14Q: 3 clusters Score -356989.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -357018.250000 Penalty: 2614.086426
	Iteration 15Q: 3 clusters Score -357018.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -357046.343750 Penalty: 2614.086426
	Iteration 16Q: 3 clusters Score -357046.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -357081.250000 Penalty: 2614.086426
	Iteration 17Q: 3 clusters Score -357081.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -357128.718750 Penalty: 2614.086426
	Iteration 18Q: 3 clusters Score -357128.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -357158.812500 Penalty: 2614.086426
	Iteration 19Q: 3 clusters Score -357158.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -357167.406250 Penalty: 2614.086426
	Iteration 20F: 3 clusters Score -357167.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -357174.000000 Penalty: 2614.086426
	Iteration 21Q: 3 clusters Score -357174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -357176.093750 Penalty: 2614.086426
	Iteration 22Q: 3 clusters Score -357176.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -357177.156250 Penalty: 2614.086426
	Iteration 23Q: 3 clusters Score -357177.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -357177.156250 Penalty: 2614.086426
	Iteration 24F: 3 clusters Score -357177.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22099 members 
Mstep: Class 4 contains 16113 members 
Mstep: Class 5 contains 9897 members 
Mstep: Class 6 contains 6740 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 4545 members 
Mstep: Class 10 contains 1419 members 
Mstep: Class 11 contains 13927 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 40738 members 
Mstep: Class 14 contains 45455 members 
Mstep: Class 15 contains 9288 members 
Mstep: Class 16 contains 8602 members 
Mstep: Class 17 contains 108465 members 
Mstep: Class 18 contains 3493 members 
Mstep: Class 19 contains 9782 members 
Mstep: Class 20 contains 50628 members 
Mstep: Class 21 contains 6730 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 76697 members 
Mstep: Class 24 contains 98584 members 
Mstep: Class 25 contains 75480 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104969 members 
Mstep: Class 29 contains 4875 members 
Mstep: Class 30 contains 76791 members 
Mstep: Class 31 contains 93228 members 
Mstep: Class 32 contains 3158 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9509 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 2161 members 
Mstep: Class 39 contains 472 members 
Mstep: Class 40 contains 2743 members 
Entering Unmasked Estep 
Score: -111768584.000000 Penalty: 89247.812500
Splitting cluster 1 changes total score from -111769280.000000 to -111768584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Entering Unmasked Estep 
Score: -63867.839844 Penalty: 1066.167480
	Iteration 0F: 2 clusters Score -63867.84 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 367 members 
Entering Unmasked Estep 
Score: -62806.921875 Penalty: 2132.334961
	Iteration 0F: 3 clusters Score -62806.92 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -63192.503906 Penalty: 2132.334961
	Iteration 1F: 3 clusters Score -63192.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -63421.214844 Penalty: 2132.334961
	Iteration 2F: 3 clusters Score -63421.21 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -63710.007812 Penalty: 2132.334961
	Iteration 3F: 3 clusters Score -63710.01 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -63982.214844 Penalty: 2132.334961
	Iteration 4F: 3 clusters Score -63982.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -64036.011719 Penalty: 2132.334961
	Iteration 5Q: 3 clusters Score -64036.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -64088.023438 Penalty: 2132.334961
	Iteration 6Q: 3 clusters Score -64088.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -64102.136719 Penalty: 2132.334961
	Iteration 7Q: 3 clusters Score -64102.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -64111.437500 Penalty: 2132.334961
	Iteration 8Q: 3 clusters Score -64111.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -64114.816406 Penalty: 2132.334961
	Iteration 9Q: 3 clusters Score -64114.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -64119.847656 Penalty: 2132.334961
	Iteration 10Q: 3 clusters Score -64119.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -64125.398438 Penalty: 2132.334961
	Iteration 11Q: 3 clusters Score -64125.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -64125.398438 Penalty: 2132.334961
	Iteration 12F: 3 clusters Score -64125.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 22099 members 
Mstep: Class 4 contains 16113 members 
Mstep: Class 5 contains 9897 members 
Mstep: Class 6 contains 6740 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 4545 members 
Mstep: Class 10 contains 1419 members 
Mstep: Class 11 contains 13927 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 40738 members 
Mstep: Class 14 contains 45455 members 
Mstep: Class 15 contains 9288 members 
Mstep: Class 16 contains 8602 members 
Mstep: Class 17 contains 108465 members 
Mstep: Class 18 contains 3493 members 
Mstep: Class 19 contains 9782 members 
Mstep: Class 20 contains 50628 members 
Mstep: Class 21 contains 6730 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 76697 members 
Mstep: Class 24 contains 98584 members 
Mstep: Class 25 contains 75480 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104969 members 
Mstep: Class 29 contains 4875 members 
Mstep: Class 30 contains 76791 members 
Mstep: Class 31 contains 93228 members 
Mstep: Class 32 contains 3158 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9509 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 2161 members 
Mstep: Class 39 contains 472 members 
Mstep: Class 40 contains 526 members 
Entering Unmasked Estep 
Score: -111768272.000000 Penalty: 89247.812500
Splitting cluster 2 changes total score from -111769280.000000 to -111768272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (22099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Entering Unmasked Estep 
Score: -2809617.000000 Penalty: 1625.534180
	Iteration 0F: 2 clusters Score -2809617 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 10918 members 
Entering Unmasked Estep 
Score: -2794624.250000 Penalty: 3251.068359
	Iteration 0F: 3 clusters Score -2794624 nChanged 10012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2800075.750000 Penalty: 3251.068359
	Iteration 1F: 3 clusters Score -2800076 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2800476.250000 Penalty: 3251.068359
	Iteration 2Q: 3 clusters Score -2800476 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2800983.250000 Penalty: 3251.068359
	Iteration 3Q: 3 clusters Score -2800983 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -2801695.250000 Penalty: 3251.068359
	Iteration 4F: 3 clusters Score -2801695 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2802692.000000 Penalty: 3251.068359
	Iteration 5F: 3 clusters Score -2802692 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2803971.500000 Penalty: 3251.068359
	Iteration 6F: 3 clusters Score -2803972 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2805325.000000 Penalty: 3251.068359
	Iteration 7F: 3 clusters Score -2805325 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2806525.500000 Penalty: 3251.068359
	Iteration 8F: 3 clusters Score -2806526 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2807308.750000 Penalty: 3251.068359
	Iteration 9Q: 3 clusters Score -2807309 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2807762.250000 Penalty: 3251.068359
	Iteration 10Q: 3 clusters Score -2807762 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2807951.250000 Penalty: 3251.068359
	Iteration 11Q: 3 clusters Score -2807951 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2808036.000000 Penalty: 3251.068359
	Iteration 12Q: 3 clusters Score -2808036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2808073.750000 Penalty: 3251.068359
	Iteration 13Q: 3 clusters Score -2808074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2808105.250000 Penalty: 3251.068359
	Iteration 14Q: 3 clusters Score -2808105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2808122.500000 Penalty: 3251.068359
	Iteration 15Q: 3 clusters Score -2808122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2808132.250000 Penalty: 3251.068359
	Iteration 16Q: 3 clusters Score -2808132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2808150.500000 Penalty: 3251.068359
	Iteration 17Q: 3 clusters Score -2808150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -2808153.250000 Penalty: 3251.068359
	Iteration 18Q: 3 clusters Score -2808153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -2808158.250000 Penalty: 3251.068359
	Iteration 19Q: 3 clusters Score -2808158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -2808158.000000 Penalty: 3251.068359
	Iteration 20F: 3 clusters Score -2808158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2808159.500000 Penalty: 3251.068359
	Iteration 21Q: 3 clusters Score -2808160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2808161.000000 Penalty: 3251.068359
	Iteration 22Q: 3 clusters Score -2808161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2808161.000000 Penalty: 3251.068359
	Iteration 23F: 3 clusters Score -2808161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Entering Unmasked Estep 
Score: -2034576.250000 Penalty: 1574.199585
	Iteration 0F: 2 clusters Score -2034576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2023445.750000 Penalty: 3148.399170
	Iteration 0F: 3 clusters Score -2023446 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2027392.125000 Penalty: 3148.399170
	Iteration 1F: 3 clusters Score -2027392 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2027738.875000 Penalty: 3148.399170
	Iteration 2F: 3 clusters Score -2027739 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -2028108.250000 Penalty: 3148.399170
	Iteration 3Q: 3 clusters Score -2028108 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2028488.625000 Penalty: 3148.399170
	Iteration 4Q: 3 clusters Score -2028489 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2028925.375000 Penalty: 3148.399170
	Iteration 5Q: 3 clusters Score -2028925 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2029450.375000 Penalty: 3148.399170
	Iteration 6F: 3 clusters Score -2029450 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2030049.375000 Penalty: 3148.399170
	Iteration 7F: 3 clusters Score -2030049 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2030617.750000 Penalty: 3148.399170
	Iteration 8F: 3 clusters Score -2030618 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2031049.125000 Penalty: 3148.399170
	Iteration 9Q: 3 clusters Score -2031049 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2031338.125000 Penalty: 3148.399170
	Iteration 10Q: 3 clusters Score -2031338 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2031486.750000 Penalty: 3148.399170
	Iteration 11Q: 3 clusters Score -2031487 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2031590.625000 Penalty: 3148.399170
	Iteration 12Q: 3 clusters Score -2031591 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2031651.000000 Penalty: 3148.399170
	Iteration 13Q: 3 clusters Score -2031651 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2031728.625000 Penalty: 3148.399170
	Iteration 14Q: 3 clusters Score -2031729 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2031784.625000 Penalty: 3148.399170
	Iteration 15Q: 3 clusters Score -2031785 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2031838.750000 Penalty: 3148.399170
	Iteration 16Q: 3 clusters Score -2031839 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2031899.000000 Penalty: 3148.399170
	Iteration 17Q: 3 clusters Score -2031899 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2031949.000000 Penalty: 3148.399170
	Iteration 18Q: 3 clusters Score -2031949 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2031990.625000 Penalty: 3148.399170
	Iteration 19Q: 3 clusters Score -2031991 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -2032044.625000 Penalty: 3148.399170
	Iteration 20F: 3 clusters Score -2032045 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2032108.000000 Penalty: 3148.399170
	Iteration 21Q: 3 clusters Score -2032108 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2032187.375000 Penalty: 3148.399170
	Iteration 22Q: 3 clusters Score -2032187 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2032262.250000 Penalty: 3148.399170
	Iteration 23Q: 3 clusters Score -2032262 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2032338.500000 Penalty: 3148.399170
	Iteration 24Q: 3 clusters Score -2032338 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2032401.250000 Penalty: 3148.399170
	Iteration 25Q: 3 clusters Score -2032401 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2032471.375000 Penalty: 3148.399170
	Iteration 26Q: 3 clusters Score -2032471 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2032545.500000 Penalty: 3148.399170
	Iteration 27Q: 3 clusters Score -2032546 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2032625.000000 Penalty: 3148.399170
	Iteration 28Q: 3 clusters Score -2032625 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2032703.750000 Penalty: 3148.399170
	Iteration 29Q: 3 clusters Score -2032704 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2032774.375000 Penalty: 3148.399170
	Iteration 30Q: 3 clusters Score -2032774 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2032830.625000 Penalty: 3148.399170
	Iteration 31Q: 3 clusters Score -2032831 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -2032876.125000 Penalty: 3148.399170
	Iteration 32Q: 3 clusters Score -2032876 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2032920.125000 Penalty: 3148.399170
	Iteration 33Q: 3 clusters Score -2032920 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2032967.000000 Penalty: 3148.399170
	Iteration 34Q: 3 clusters Score -2032967 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2033008.250000 Penalty: 3148.399170
	Iteration 35Q: 3 clusters Score -2033008 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -2033038.750000 Penalty: 3148.399170
	Iteration 36Q: 3 clusters Score -2033039 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2033064.250000 Penalty: 3148.399170
	Iteration 37Q: 3 clusters Score -2033064 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -2033078.375000 Penalty: 3148.399170
	Iteration 38Q: 3 clusters Score -2033078 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2033111.750000 Penalty: 3148.399170
	Iteration 39Q: 3 clusters Score -2033112 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -2033137.875000 Penalty: 3148.399170
	Iteration 40F: 3 clusters Score -2033138 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2033150.125000 Penalty: 3148.399170
	Iteration 41Q: 3 clusters Score -2033150 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -2033163.500000 Penalty: 3148.399170
	Iteration 42Q: 3 clusters Score -2033164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2033172.500000 Penalty: 3148.399170
	Iteration 43Q: 3 clusters Score -2033172 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -2033185.000000 Penalty: 3148.399170
	Iteration 44Q: 3 clusters Score -2033185 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -2033192.000000 Penalty: 3148.399170
	Iteration 45Q: 3 clusters Score -2033192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2033205.125000 Penalty: 3148.399170
	Iteration 46Q: 3 clusters Score -2033205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -2033209.375000 Penalty: 3148.399170
	Iteration 47Q: 3 clusters Score -2033209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2033211.625000 Penalty: 3148.399170
	Iteration 48Q: 3 clusters Score -2033212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2033220.250000 Penalty: 3148.399170
	Iteration 49Q: 3 clusters Score -2033220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -2033223.125000 Penalty: 3148.399170
	Iteration 50Q: 3 clusters Score -2033223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -2033225.000000 Penalty: 3148.399170
	Iteration 51Q: 3 clusters Score -2033225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -2033225.625000 Penalty: 3148.399170
	Iteration 52Q: 3 clusters Score -2033226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2033226.875000 Penalty: 3148.399170
	Iteration 53Q: 3 clusters Score -2033227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -2033228.500000 Penalty: 3148.399170
	Iteration 54Q: 3 clusters Score -2033228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2033224.750000 Penalty: 3148.399170
	Iteration 55Q: 3 clusters Score -2033225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -2033226.625000 Penalty: 3148.399170
	Iteration 56Q: 3 clusters Score -2033227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2033227.125000 Penalty: 3148.399170
	Iteration 57Q: 3 clusters Score -2033227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2033229.750000 Penalty: 3148.399170
	Iteration 58Q: 3 clusters Score -2033230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -2033235.000000 Penalty: 3148.399170
	Iteration 59Q: 3 clusters Score -2033235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2033235.250000 Penalty: 3148.399170
	Iteration 60F: 3 clusters Score -2033235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2033236.000000 Penalty: 3148.399170
	Iteration 61Q: 3 clusters Score -2033236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -2033236.875000 Penalty: 3148.399170
	Iteration 62Q: 3 clusters Score -2033237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -2033237.625000 Penalty: 3148.399170
	Iteration 63Q: 3 clusters Score -2033238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2033238.875000 Penalty: 3148.399170
	Iteration 64Q: 3 clusters Score -2033239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2033238.375000 Penalty: 3148.399170
	Iteration 65Q: 3 clusters Score -2033238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -2033239.875000 Penalty: 3148.399170
	Iteration 66Q: 3 clusters Score -2033240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -2033238.375000 Penalty: 3148.399170
	Iteration 67Q: 3 clusters Score -2033238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -2033241.125000 Penalty: 3148.399170
	Iteration 68Q: 3 clusters Score -2033241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -2033241.125000 Penalty: 3148.399170
	Iteration 69Q: 3 clusters Score -2033241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2033241.625000 Penalty: 3148.399170
	Iteration 70Q: 3 clusters Score -2033242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2033241.000000 Penalty: 3148.399170
	Iteration 71Q: 3 clusters Score -2033241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -2033238.500000 Penalty: 3148.399170
	Iteration 72Q: 3 clusters Score -2033238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2033240.625000 Penalty: 3148.399170
	Iteration 73Q: 3 clusters Score -2033241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -2033241.500000 Penalty: 3148.399170
	Iteration 74Q: 3 clusters Score -2033242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -2033241.500000 Penalty: 3148.399170
	Iteration 75F: 3 clusters Score -2033242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Entering Unmasked Estep 
Score: -1157151.250000 Penalty: 1494.997925
	Iteration 0F: 2 clusters Score -1157151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1150047.250000 Penalty: 2989.995850
	Iteration 0F: 3 clusters Score -1150047 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1152405.875000 Penalty: 2989.995850
	Iteration 1F: 3 clusters Score -1152406 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1152774.750000 Penalty: 2989.995850
	Iteration 2F: 3 clusters Score -1152775 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1153064.125000 Penalty: 2989.995850
	Iteration 3F: 3 clusters Score -1153064 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1153275.000000 Penalty: 2989.995850
	Iteration 4Q: 3 clusters Score -1153275 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1153456.125000 Penalty: 2989.995850
	Iteration 5Q: 3 clusters Score -1153456 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1153625.625000 Penalty: 2989.995850
	Iteration 6Q: 3 clusters Score -1153626 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1153797.250000 Penalty: 2989.995850
	Iteration 7Q: 3 clusters Score -1153797 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1153983.125000 Penalty: 2989.995850
	Iteration 8Q: 3 clusters Score -1153983 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1154208.500000 Penalty: 2989.995850
	Iteration 9Q: 3 clusters Score -1154208 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1154411.750000 Penalty: 2989.995850
	Iteration 10Q: 3 clusters Score -1154412 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1154636.250000 Penalty: 2989.995850
	Iteration 11Q: 3 clusters Score -1154636 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1154849.750000 Penalty: 2989.995850
	Iteration 12Q: 3 clusters Score -1154850 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1155032.750000 Penalty: 2989.995850
	Iteration 13Q: 3 clusters Score -1155033 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1155222.250000 Penalty: 2989.995850
	Iteration 14Q: 3 clusters Score -1155222 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1155405.875000 Penalty: 2989.995850
	Iteration 15Q: 3 clusters Score -1155406 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1155552.250000 Penalty: 2989.995850
	Iteration 16Q: 3 clusters Score -1155552 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1155661.125000 Penalty: 2989.995850
	Iteration 17Q: 3 clusters Score -1155661 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1155730.250000 Penalty: 2989.995850
	Iteration 18Q: 3 clusters Score -1155730 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1155765.750000 Penalty: 2989.995850
	Iteration 19Q: 3 clusters Score -1155766 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1155793.375000 Penalty: 2989.995850
	Iteration 20F: 3 clusters Score -1155793 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1155814.500000 Penalty: 2989.995850
	Iteration 21Q: 3 clusters Score -1155814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1155828.625000 Penalty: 2989.995850
	Iteration 22Q: 3 clusters Score -1155829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1155836.250000 Penalty: 2989.995850
	Iteration 23Q: 3 clusters Score -1155836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1155842.250000 Penalty: 2989.995850
	Iteration 24Q: 3 clusters Score -1155842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1155851.375000 Penalty: 2989.995850
	Iteration 25Q: 3 clusters Score -1155851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1155860.000000 Penalty: 2989.995850
	Iteration 26Q: 3 clusters Score -1155860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1155866.625000 Penalty: 2989.995850
	Iteration 27Q: 3 clusters Score -1155867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1155877.125000 Penalty: 2989.995850
	Iteration 28Q: 3 clusters Score -1155877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1155882.375000 Penalty: 2989.995850
	Iteration 29Q: 3 clusters Score -1155882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1155889.875000 Penalty: 2989.995850
	Iteration 30Q: 3 clusters Score -1155890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1155892.625000 Penalty: 2989.995850
	Iteration 31Q: 3 clusters Score -1155893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1155897.000000 Penalty: 2989.995850
	Iteration 32Q: 3 clusters Score -1155897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1155899.000000 Penalty: 2989.995850
	Iteration 33Q: 3 clusters Score -1155899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1155901.250000 Penalty: 2989.995850
	Iteration 34Q: 3 clusters Score -1155901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1155907.500000 Penalty: 2989.995850
	Iteration 35Q: 3 clusters Score -1155908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1155908.125000 Penalty: 2989.995850
	Iteration 36Q: 3 clusters Score -1155908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1155908.125000 Penalty: 2989.995850
	Iteration 37Q: 3 clusters Score -1155908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1155911.375000 Penalty: 2989.995850
	Iteration 38Q: 3 clusters Score -1155911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1155910.750000 Penalty: 2989.995850
	Iteration 39Q: 3 clusters Score -1155911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1155912.625000 Penalty: 2989.995850
	Iteration 40F: 3 clusters Score -1155913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Entering Unmasked Estep 
Score: -832746.375000 Penalty: 1432.569946
	Iteration 0F: 2 clusters Score -832746.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -827737.687500 Penalty: 2865.139893
	Iteration 0F: 3 clusters Score -827737.7 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -829278.875000 Penalty: 2865.139893
	Iteration 1F: 3 clusters Score -829278.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -829576.875000 Penalty: 2865.139893
	Iteration 2F: 3 clusters Score -829576.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -829871.437500 Penalty: 2865.139893
	Iteration 3F: 3 clusters Score -829871.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -830157.500000 Penalty: 2865.139893
	Iteration 4F: 3 clusters Score -830157.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -830477.812500 Penalty: 2865.139893
	Iteration 5F: 3 clusters Score -830477.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -830851.875000 Penalty: 2865.139893
	Iteration 6F: 3 clusters Score -830851.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -831251.437500 Penalty: 2865.139893
	Iteration 7F: 3 clusters Score -831251.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -831652.125000 Penalty: 2865.139893
	Iteration 8F: 3 clusters Score -831652.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -831967.562500 Penalty: 2865.139893
	Iteration 9Q: 3 clusters Score -831967.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -832142.875000 Penalty: 2865.139893
	Iteration 10Q: 3 clusters Score -832142.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -832271.437500 Penalty: 2865.139893
	Iteration 11Q: 3 clusters Score -832271.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -832386.250000 Penalty: 2865.139893
	Iteration 12Q: 3 clusters Score -832386.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -832507.750000 Penalty: 2865.139893
	Iteration 13Q: 3 clusters Score -832507.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -832571.250000 Penalty: 2865.139893
	Iteration 14Q: 3 clusters Score -832571.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -832595.500000 Penalty: 2865.139893
	Iteration 15Q: 3 clusters Score -832595.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -832613.500000 Penalty: 2865.139893
	Iteration 16Q: 3 clusters Score -832613.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -832620.125000 Penalty: 2865.139893
	Iteration 17Q: 3 clusters Score -832620.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -832621.312500 Penalty: 2865.139893
	Iteration 18Q: 3 clusters Score -832621.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -832624.937500 Penalty: 2865.139893
	Iteration 19Q: 3 clusters Score -832624.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -832625.687500 Penalty: 2865.139893
	Iteration 20F: 3 clusters Score -832625.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -832627.812500 Penalty: 2865.139893
	Iteration 21Q: 3 clusters Score -832627.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -832629.687500 Penalty: 2865.139893
	Iteration 22Q: 3 clusters Score -832629.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -832629.750000 Penalty: 2865.139893
	Iteration 23Q: 3 clusters Score -832629.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -832629.750000 Penalty: 2865.139893
	Iteration 24F: 3 clusters Score -832629.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Entering Unmasked Estep 
Score: -107153.421875 Penalty: 1114.175049
	Iteration 0F: 2 clusters Score -107153.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -105762.773438 Penalty: 2228.350098
	Iteration 0F: 3 clusters Score -105762.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -106005.195312 Penalty: 2228.350098
	Iteration 1F: 3 clusters Score -106005.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -106156.187500 Penalty: 2228.350098
	Iteration 2F: 3 clusters Score -106156.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -106462.546875 Penalty: 2228.350098
	Iteration 3F: 3 clusters Score -106462.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -106802.187500 Penalty: 2228.350098
	Iteration 4F: 3 clusters Score -106802.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -106975.328125 Penalty: 2228.350098
	Iteration 5F: 3 clusters Score -106975.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -107082.195312 Penalty: 2228.350098
	Iteration 6F: 3 clusters Score -107082.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -107148.382812 Penalty: 2228.350098
	Iteration 7Q: 3 clusters Score -107148.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -107188.359375 Penalty: 2228.350098
	Iteration 8Q: 3 clusters Score -107188.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -107204.835938 Penalty: 2228.350098
	Iteration 9Q: 3 clusters Score -107204.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -107216.617188 Penalty: 2228.350098
	Iteration 10Q: 3 clusters Score -107216.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -107224.906250 Penalty: 2228.350098
	Iteration 11Q: 3 clusters Score -107224.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -107230.390625 Penalty: 2228.350098
	Iteration 12Q: 3 clusters Score -107230.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -107237.828125 Penalty: 2228.350098
	Iteration 13Q: 3 clusters Score -107237.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -107241.890625 Penalty: 2228.350098
	Iteration 14Q: 3 clusters Score -107241.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -107242.250000 Penalty: 2228.350098
	Iteration 15Q: 3 clusters Score -107242.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -107244.039062 Penalty: 2228.350098
	Iteration 16Q: 3 clusters Score -107244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -107247.937500 Penalty: 2228.350098
	Iteration 17Q: 3 clusters Score -107247.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -107253.226562 Penalty: 2228.350098
	Iteration 18Q: 3 clusters Score -107253.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -107256.117188 Penalty: 2228.350098
	Iteration 19Q: 3 clusters Score -107256.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -107260.460938 Penalty: 2228.350098
	Iteration 20F: 3 clusters Score -107260.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -107263.171875 Penalty: 2228.350098
	Iteration 21Q: 3 clusters Score -107263.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -107264.187500 Penalty: 2228.350098
	Iteration 22Q: 3 clusters Score -107264.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -107265.945312 Penalty: 2228.350098
	Iteration 23Q: 3 clusters Score -107265.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -107265.945312 Penalty: 2228.350098
	Iteration 24F: 3 clusters Score -107265.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22099 members 
Mstep: Class 4 contains 16113 members 
Mstep: Class 5 contains 9897 members 
Mstep: Class 6 contains 6740 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 4545 members 
Mstep: Class 10 contains 1419 members 
Mstep: Class 11 contains 13927 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 40738 members 
Mstep: Class 14 contains 45455 members 
Mstep: Class 15 contains 9288 members 
Mstep: Class 16 contains 8602 members 
Mstep: Class 17 contains 108465 members 
Mstep: Class 18 contains 3493 members 
Mstep: Class 19 contains 9782 members 
Mstep: Class 20 contains 50628 members 
Mstep: Class 21 contains 6730 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 76697 members 
Mstep: Class 24 contains 98584 members 
Mstep: Class 25 contains 75480 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104969 members 
Mstep: Class 29 contains 4875 members 
Mstep: Class 30 contains 76791 members 
Mstep: Class 31 contains 93228 members 
Mstep: Class 32 contains 3158 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9509 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 2161 members 
Mstep: Class 39 contains 472 members 
Mstep: Class 40 contains 684 members 
Entering Unmasked Estep 
Score: -111768104.000000 Penalty: 89247.812500
Splitting cluster 7 changes total score from -111769280.000000 to -111768104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (3958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Entering Unmasked Estep 
Score: -451756.281250 Penalty: 1346.067749
	Iteration 0F: 2 clusters Score -451756.3 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 1970 members 
Entering Unmasked Estep 
Score: -448481.937500 Penalty: 2692.135498
	Iteration 0F: 3 clusters Score -448481.9 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -449514.000000 Penalty: 2692.135498
	Iteration 1F: 3 clusters Score -449514 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -449761.968750 Penalty: 2692.135498
	Iteration 2F: 3 clusters Score -449762 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -449943.625000 Penalty: 2692.135498
	Iteration 3F: 3 clusters Score -449943.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -450104.656250 Penalty: 2692.135498
	Iteration 4F: 3 clusters Score -450104.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -450239.000000 Penalty: 2692.135498
	Iteration 5Q: 3 clusters Score -450239 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -450372.468750 Penalty: 2692.135498
	Iteration 6Q: 3 clusters Score -450372.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -450491.593750 Penalty: 2692.135498
	Iteration 7Q: 3 clusters Score -450491.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -450585.625000 Penalty: 2692.135498
	Iteration 8Q: 3 clusters Score -450585.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -450649.937500 Penalty: 2692.135498
	Iteration 9Q: 3 clusters Score -450649.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -450698.062500 Penalty: 2692.135498
	Iteration 10Q: 3 clusters Score -450698.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -450734.562500 Penalty: 2692.135498
	Iteration 11Q: 3 clusters Score -450734.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -450762.093750 Penalty: 2692.135498
	Iteration 12Q: 3 clusters Score -450762.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -450784.968750 Penalty: 2692.135498
	Iteration 13Q: 3 clusters Score -450785 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -450802.468750 Penalty: 2692.135498
	Iteration 14Q: 3 clusters Score -450802.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -450812.000000 Penalty: 2692.135498
	Iteration 15Q: 3 clusters Score -450812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -450818.781250 Penalty: 2692.135498
	Iteration 16Q: 3 clusters Score -450818.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -450823.531250 Penalty: 2692.135498
	Iteration 17Q: 3 clusters Score -450823.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -450830.093750 Penalty: 2692.135498
	Iteration 18Q: 3 clusters Score -450830.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -450833.093750 Penalty: 2692.135498
	Iteration 19Q: 3 clusters Score -450833.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -450835.375000 Penalty: 2692.135498
	Iteration 20F: 3 clusters Score -450835.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -450836.000000 Penalty: 2692.135498
	Iteration 21Q: 3 clusters Score -450836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -450835.625000 Penalty: 2692.135498
	Iteration 22Q: 3 clusters Score -450835.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -450836.562500 Penalty: 2692.135498
	Iteration 23Q: 3 clusters Score -450836.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -450837.437500 Penalty: 2692.135498
	Iteration 24Q: 3 clusters Score -450837.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -450838.125000 Penalty: 2692.135498
	Iteration 25Q: 3 clusters Score -450838.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -450840.250000 Penalty: 2692.135498
	Iteration 26Q: 3 clusters Score -450840.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -450843.375000 Penalty: 2692.135498
	Iteration 27Q: 3 clusters Score -450843.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -450846.062500 Penalty: 2692.135498
	Iteration 28Q: 3 clusters Score -450846.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -450849.031250 Penalty: 2692.135498
	Iteration 29Q: 3 clusters Score -450849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -450850.375000 Penalty: 2692.135498
	Iteration 30Q: 3 clusters Score -450850.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -450850.718750 Penalty: 2692.135498
	Iteration 31Q: 3 clusters Score -450850.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -450853.281250 Penalty: 2692.135498
	Iteration 32Q: 3 clusters Score -450853.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -450854.312500 Penalty: 2692.135498
	Iteration 33Q: 3 clusters Score -450854.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -450856.125000 Penalty: 2692.135498
	Iteration 34Q: 3 clusters Score -450856.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -450857.625000 Penalty: 2692.135498
	Iteration 35Q: 3 clusters Score -450857.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -450857.593750 Penalty: 2692.135498
	Iteration 36Q: 3 clusters Score -450857.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -450859.812500 Penalty: 2692.135498
	Iteration 37Q: 3 clusters Score -450859.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -450860.937500 Penalty: 2692.135498
	Iteration 38Q: 3 clusters Score -450860.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -450862.968750 Penalty: 2692.135498
	Iteration 39Q: 3 clusters Score -450863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -450863.875000 Penalty: 2692.135498
	Iteration 40F: 3 clusters Score -450863.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -450864.906250 Penalty: 2692.135498
	Iteration 41Q: 3 clusters Score -450864.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -450865.187500 Penalty: 2692.135498
	Iteration 42Q: 3 clusters Score -450865.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -450866.656250 Penalty: 2692.135498
	Iteration 43Q: 3 clusters Score -450866.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -450867.687500 Penalty: 2692.135498
	Iteration 44Q: 3 clusters Score -450867.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -450867.468750 Penalty: 2692.135498
	Iteration 45Q: 3 clusters Score -450867.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -450867.750000 Penalty: 2692.135498
	Iteration 46Q: 3 clusters Score -450867.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -450868.625000 Penalty: 2692.135498
	Iteration 47Q: 3 clusters Score -450868.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -450868.781250 Penalty: 2692.135498
	Iteration 48Q: 3 clusters Score -450868.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -450869.343750 Penalty: 2692.135498
	Iteration 49Q: 3 clusters Score -450869.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -450869.343750 Penalty: 2692.135498
	Iteration 50Q: 3 clusters Score -450869.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -450869.343750 Penalty: 2692.135498
	Iteration 51F: 3 clusters Score -450869.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Entering Unmasked Estep 
Score: -550073.687500 Penalty: 1368.539795
	Iteration 0F: 2 clusters Score -550073.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -546438.250000 Penalty: 2737.079590
	Iteration 0F: 3 clusters Score -546438.2 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -547425.625000 Penalty: 2737.079590
	Iteration 1F: 3 clusters Score -547425.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -547626.062500 Penalty: 2737.079590
	Iteration 2F: 3 clusters Score -547626.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -547764.562500 Penalty: 2737.079590
	Iteration 3F: 3 clusters Score -547764.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -547870.937500 Penalty: 2737.079590
	Iteration 4Q: 3 clusters Score -547870.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -547956.375000 Penalty: 2737.079590
	Iteration 5Q: 3 clusters Score -547956.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -548010.312500 Penalty: 2737.079590
	Iteration 6Q: 3 clusters Score -548010.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -548070.937500 Penalty: 2737.079590
	Iteration 7Q: 3 clusters Score -548070.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -548107.750000 Penalty: 2737.079590
	Iteration 8Q: 3 clusters Score -548107.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -548151.937500 Penalty: 2737.079590
	Iteration 9Q: 3 clusters Score -548151.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -548193.500000 Penalty: 2737.079590
	Iteration 10Q: 3 clusters Score -548193.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -548229.187500 Penalty: 2737.079590
	Iteration 11Q: 3 clusters Score -548229.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -548266.437500 Penalty: 2737.079590
	Iteration 12Q: 3 clusters Score -548266.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -548303.312500 Penalty: 2737.079590
	Iteration 13Q: 3 clusters Score -548303.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -548344.562500 Penalty: 2737.079590
	Iteration 14Q: 3 clusters Score -548344.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -548386.500000 Penalty: 2737.079590
	Iteration 15Q: 3 clusters Score -548386.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -548419.562500 Penalty: 2737.079590
	Iteration 16Q: 3 clusters Score -548419.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -548454.562500 Penalty: 2737.079590
	Iteration 17Q: 3 clusters Score -548454.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -548487.250000 Penalty: 2737.079590
	Iteration 18Q: 3 clusters Score -548487.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -548506.250000 Penalty: 2737.079590
	Iteration 19Q: 3 clusters Score -548506.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -548526.812500 Penalty: 2737.079590
	Iteration 20F: 3 clusters Score -548526.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -548546.875000 Penalty: 2737.079590
	Iteration 21Q: 3 clusters Score -548546.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -548566.375000 Penalty: 2737.079590
	Iteration 22Q: 3 clusters Score -548566.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -548586.187500 Penalty: 2737.079590
	Iteration 23Q: 3 clusters Score -548586.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -548609.875000 Penalty: 2737.079590
	Iteration 24Q: 3 clusters Score -548609.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -548629.687500 Penalty: 2737.079590
	Iteration 25Q: 3 clusters Score -548629.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -548650.625000 Penalty: 2737.079590
	Iteration 26Q: 3 clusters Score -548650.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -548673.375000 Penalty: 2737.079590
	Iteration 27Q: 3 clusters Score -548673.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -548694.375000 Penalty: 2737.079590
	Iteration 28Q: 3 clusters Score -548694.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -548716.437500 Penalty: 2737.079590
	Iteration 29Q: 3 clusters Score -548716.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -548733.187500 Penalty: 2737.079590
	Iteration 30Q: 3 clusters Score -548733.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -548750.187500 Penalty: 2737.079590
	Iteration 31Q: 3 clusters Score -548750.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -548767.000000 Penalty: 2737.079590
	Iteration 32Q: 3 clusters Score -548767 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -548781.937500 Penalty: 2737.079590
	Iteration 33Q: 3 clusters Score -548781.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -548794.937500 Penalty: 2737.079590
	Iteration 34Q: 3 clusters Score -548794.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -548806.312500 Penalty: 2737.079590
	Iteration 35Q: 3 clusters Score -548806.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -548813.125000 Penalty: 2737.079590
	Iteration 36Q: 3 clusters Score -548813.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -548819.000000 Penalty: 2737.079590
	Iteration 37Q: 3 clusters Score -548819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -548822.000000 Penalty: 2737.079590
	Iteration 38Q: 3 clusters Score -548822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -548826.187500 Penalty: 2737.079590
	Iteration 39Q: 3 clusters Score -548826.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -548829.875000 Penalty: 2737.079590
	Iteration 40F: 3 clusters Score -548829.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -548834.812500 Penalty: 2737.079590
	Iteration 41Q: 3 clusters Score -548834.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -548840.937500 Penalty: 2737.079590
	Iteration 42Q: 3 clusters Score -548840.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -548845.437500 Penalty: 2737.079590
	Iteration 43Q: 3 clusters Score -548845.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -548849.062500 Penalty: 2737.079590
	Iteration 44Q: 3 clusters Score -548849.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -548852.812500 Penalty: 2737.079590
	Iteration 45Q: 3 clusters Score -548852.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -548855.875000 Penalty: 2737.079590
	Iteration 46Q: 3 clusters Score -548855.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -548860.312500 Penalty: 2737.079590
	Iteration 47Q: 3 clusters Score -548860.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -548863.250000 Penalty: 2737.079590
	Iteration 48Q: 3 clusters Score -548863.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -548866.187500 Penalty: 2737.079590
	Iteration 49Q: 3 clusters Score -548866.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -548866.562500 Penalty: 2737.079590
	Iteration 50Q: 3 clusters Score -548866.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -548868.187500 Penalty: 2737.079590
	Iteration 51Q: 3 clusters Score -548868.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -548869.437500 Penalty: 2737.079590
	Iteration 52Q: 3 clusters Score -548869.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -548871.937500 Penalty: 2737.079590
	Iteration 53Q: 3 clusters Score -548871.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -548877.312500 Penalty: 2737.079590
	Iteration 54Q: 3 clusters Score -548877.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -548879.562500 Penalty: 2737.079590
	Iteration 55Q: 3 clusters Score -548879.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -548880.687500 Penalty: 2737.079590
	Iteration 56Q: 3 clusters Score -548880.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -548882.562500 Penalty: 2737.079590
	Iteration 57Q: 3 clusters Score -548882.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -548885.812500 Penalty: 2737.079590
	Iteration 58Q: 3 clusters Score -548885.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -548887.125000 Penalty: 2737.079590
	Iteration 59Q: 3 clusters Score -548887.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -548887.812500 Penalty: 2737.079590
	Iteration 60F: 3 clusters Score -548887.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Entering Unmasked Estep 
Score: -176067.125000 Penalty: 1179.377441
	Iteration 0F: 2 clusters Score -176067.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -174355.203125 Penalty: 2358.754883
	Iteration 0F: 3 clusters Score -174355.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -174655.093750 Penalty: 2358.754883
	Iteration 1F: 3 clusters Score -174655.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -174770.687500 Penalty: 2358.754883
	Iteration 2F: 3 clusters Score -174770.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -174846.140625 Penalty: 2358.754883
	Iteration 3F: 3 clusters Score -174846.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -174926.546875 Penalty: 2358.754883
	Iteration 4Q: 3 clusters Score -174926.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -174992.140625 Penalty: 2358.754883
	Iteration 5Q: 3 clusters Score -174992.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -175080.546875 Penalty: 2358.754883
	Iteration 6Q: 3 clusters Score -175080.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -175191.203125 Penalty: 2358.754883
	Iteration 7Q: 3 clusters Score -175191.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -175386.250000 Penalty: 2358.754883
	Iteration 8F: 3 clusters Score -175386.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -175569.765625 Penalty: 2358.754883
	Iteration 9F: 3 clusters Score -175569.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -175710.312500 Penalty: 2358.754883
	Iteration 10F: 3 clusters Score -175710.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -175807.359375 Penalty: 2358.754883
	Iteration 11Q: 3 clusters Score -175807.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -175885.265625 Penalty: 2358.754883
	Iteration 12Q: 3 clusters Score -175885.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -175921.625000 Penalty: 2358.754883
	Iteration 13Q: 3 clusters Score -175921.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -175943.281250 Penalty: 2358.754883
	Iteration 14Q: 3 clusters Score -175943.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -175952.546875 Penalty: 2358.754883
	Iteration 15Q: 3 clusters Score -175952.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -175956.921875 Penalty: 2358.754883
	Iteration 16Q: 3 clusters Score -175956.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -175960.625000 Penalty: 2358.754883
	Iteration 17Q: 3 clusters Score -175960.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -175963.156250 Penalty: 2358.754883
	Iteration 18Q: 3 clusters Score -175963.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -175963.156250 Penalty: 2358.754883
	Iteration 19F: 3 clusters Score -175963.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Entering Unmasked Estep 
Score: -1732875.500000 Penalty: 1550.507568
	Iteration 0F: 2 clusters Score -1732876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1723129.375000 Penalty: 3101.015137
	Iteration 0F: 3 clusters Score -1723129 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1726471.000000 Penalty: 3101.015137
	Iteration 1F: 3 clusters Score -1726471 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1726770.500000 Penalty: 3101.015137
	Iteration 2F: 3 clusters Score -1726770 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1727036.875000 Penalty: 3101.015137
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1727289 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1727567 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1727966 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -1728472 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -1729073 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -1729646 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -1730074 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1730331 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1730483 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1730586 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1730674 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1730727 nChanged 143
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Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1730757 nChanged 127
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1730792 nChanged 109
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Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1730811 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1730823 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1730839 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1730844 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1730859 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1730861 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1730876 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1730880 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1730890 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1730893.250000 Penalty: 3101.015137
	Iteration 27Q: 3 clusters Score -1730893 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1730902 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1730909 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1730912 nChanged 39
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Mstep: Class 1 contains 8839 members 
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Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1730919 nChanged 47
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Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1730923.125000 Penalty: 3101.015137
	Iteration 32Q: 3 clusters Score -1730923 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1730926 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1730935 nChanged 74
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Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1730952 nChanged 75
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Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1730966 nChanged 66
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Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1730972 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1730987 nChanged 82
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Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1731007.875000 Penalty: 3101.015137
	Iteration 39Q: 3 clusters Score -1731008 nChanged 85
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Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1731026 nChanged 95
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Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1731040.000000 Penalty: 3101.015137
	Iteration 41Q: 3 clusters Score -1731040 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1731055 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1731073 nChanged 101
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Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1731097 nChanged 114
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1731116.250000 Penalty: 3101.015137
	Iteration 45Q: 3 clusters Score -1731116 nChanged 118
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Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1731152 nChanged 118
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Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1731180 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1731212 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1731256 nChanged 157
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1731306.625000 Penalty: 3101.015137
	Iteration 50Q: 3 clusters Score -1731307 nChanged 154
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Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1731355 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1731406 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1731456 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1731504.000000 Penalty: 3101.015137
	Iteration 54Q: 3 clusters Score -1731504 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1731569 nChanged 176
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Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1731638.750000 Penalty: 3101.015137
	Iteration 56Q: 3 clusters Score -1731639 nChanged 144
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Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1731696 nChanged 157
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Mstep: Class 1 contains 11810 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1731753 nChanged 147
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Mstep: Class 1 contains 11949 members 
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Entering Unmasked Estep 
Score: -1731822.000000 Penalty: 3101.015137
	Iteration 59Q: 3 clusters Score -1731822 nChanged 149
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Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1731891.625000 Penalty: 3101.015137
	Iteration 60F: 3 clusters Score -1731892 nChanged 144
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Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1731965.875000 Penalty: 3101.015137
	Iteration 61Q: 3 clusters Score -1731966 nChanged 124
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Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1732013.125000 Penalty: 3101.015137
	Iteration 62Q: 3 clusters Score -1732013 nChanged 92
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Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1732048 nChanged 80
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Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1732079 nChanged 63
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Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1732104.250000 Penalty: 3101.015137
	Iteration 65Q: 3 clusters Score -1732104 nChanged 56
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Mstep: Class 1 contains 12621 members 
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Entering Unmasked Estep 
Score: -1732117.125000 Penalty: 3101.015137
	Iteration 66Q: 3 clusters Score -1732117 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1732133.375000 Penalty: 3101.015137
	Iteration 67Q: 3 clusters Score -1732133 nChanged 41
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Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1732141.875000 Penalty: 3101.015137
	Iteration 68Q: 3 clusters Score -1732142 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12736 members 
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Entering Unmasked Estep 
Score: -1732158.625000 Penalty: 3101.015137
	Iteration 69Q: 3 clusters Score -1732159 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12762 members 
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Entering Unmasked Estep 
Score: -1732165.250000 Penalty: 3101.015137
	Iteration 70Q: 3 clusters Score -1732165 nChanged 27
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Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1732175.750000 Penalty: 3101.015137
	Iteration 71Q: 3 clusters Score -1732176 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1732181.000000 Penalty: 3101.015137
	Iteration 72Q: 3 clusters Score -1732181 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1732183.875000 Penalty: 3101.015137
	Iteration 73Q: 3 clusters Score -1732184 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1732188.500000 Penalty: 3101.015137
	Iteration 74Q: 3 clusters Score -1732188 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1732191.750000 Penalty: 3101.015137
	Iteration 75Q: 3 clusters Score -1732192 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1732196.500000 Penalty: 3101.015137
	Iteration 76Q: 3 clusters Score -1732196 nChanged 12
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Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1732201.500000 Penalty: 3101.015137
	Iteration 77Q: 3 clusters Score -1732202 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1732202 nChanged 14
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Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1732205.375000 Penalty: 3101.015137
	Iteration 79Q: 3 clusters Score -1732205 nChanged 6
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Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1732210.250000 Penalty: 3101.015137
	Iteration 80F: 3 clusters Score -1732210 nChanged 8
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Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1732212.000000 Penalty: 3101.015137
	Iteration 81Q: 3 clusters Score -1732212 nChanged 7
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Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1732212 nChanged 5
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Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1732216 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1732216 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1732221.250000 Penalty: 3101.015137
	Iteration 85Q: 3 clusters Score -1732221 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1732223.250000 Penalty: 3101.015137
	Iteration 86Q: 3 clusters Score -1732223 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1732225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1732226.500000 Penalty: 3101.015137
	Iteration 88Q: 3 clusters Score -1732226 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1732227.000000 Penalty: 3101.015137
	Iteration 89Q: 3 clusters Score -1732227 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1732231.875000 Penalty: 3101.015137
	Iteration 90Q: 3 clusters Score -1732232 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1732232 nChanged 2
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Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1732234 nChanged 2
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Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1732234.875000 Penalty: 3101.015137
	Iteration 93Q: 3 clusters Score -1732235 nChanged 4
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Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1732236.750000 Penalty: 3101.015137
	Iteration 94Q: 3 clusters Score -1732237 nChanged 5
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Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1732240.875000 Penalty: 3101.015137
	Iteration 95Q: 3 clusters Score -1732241 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1732244.750000 Penalty: 3101.015137
	Iteration 96Q: 3 clusters Score -1732245 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1732243.875000 Penalty: 3101.015137
	Iteration 97Q: 3 clusters Score -1732244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1732246.250000 Penalty: 3101.015137
	Iteration 98Q: 3 clusters Score -1732246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1732250.375000 Penalty: 3101.015137
	Iteration 99Q: 3 clusters Score -1732250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1732250.875000 Penalty: 3101.015137
	Iteration 100F: 3 clusters Score -1732251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1732251.250000 Penalty: 3101.015137
	Iteration 101Q: 3 clusters Score -1732251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1732253.375000 Penalty: 3101.015137
	Iteration 102Q: 3 clusters Score -1732253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1732252.000000 Penalty: 3101.015137
	Iteration 103Q: 3 clusters Score -1732252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1732252.500000 Penalty: 3101.015137
	Iteration 104Q: 3 clusters Score -1732252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1732251.500000 Penalty: 3101.015137
	Iteration 105Q: 3 clusters Score -1732252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1732256.000000 Penalty: 3101.015137
	Iteration 106Q: 3 clusters Score -1732256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1732259.000000 Penalty: 3101.015137
	Iteration 107Q: 3 clusters Score -1732259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1732262.375000 Penalty: 3101.015137
	Iteration 108Q: 3 clusters Score -1732262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1732264.750000 Penalty: 3101.015137
	Iteration 109Q: 3 clusters Score -1732265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1732264.500000 Penalty: 3101.015137
	Iteration 110Q: 3 clusters Score -1732264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1732265.875000 Penalty: 3101.015137
	Iteration 111Q: 3 clusters Score -1732266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1732268.125000 Penalty: 3101.015137
	Iteration 112Q: 3 clusters Score -1732268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1732269.875000 Penalty: 3101.015137
	Iteration 113Q: 3 clusters Score -1732270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1732271.500000 Penalty: 3101.015137
	Iteration 114Q: 3 clusters Score -1732272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1732271.875000 Penalty: 3101.015137
	Iteration 115Q: 3 clusters Score -1732272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1732274.625000 Penalty: 3101.015137
	Iteration 116Q: 3 clusters Score -1732275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1732273.375000 Penalty: 3101.015137
	Iteration 117Q: 3 clusters Score -1732273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1732273.375000 Penalty: 3101.015137
	Iteration 118F: 3 clusters Score -1732273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -26884.195312 Penalty: 954.219177
	Iteration 0F: 2 clusters Score -26884.2 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 177 members 
Entering Unmasked Estep 
Score: -26115.773438 Penalty: 1908.438354
	Iteration 0F: 3 clusters Score -26115.77 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26554.806641 Penalty: 1908.438354
	Iteration 1F: 3 clusters Score -26554.81 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26815.302734 Penalty: 1908.438354
	Iteration 2F: 3 clusters Score -26815.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26927.974609 Penalty: 1908.438354
	Iteration 3Q: 3 clusters Score -26927.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27040.718750 Penalty: 1908.438354
	Iteration 4Q: 3 clusters Score -27040.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27115.490234 Penalty: 1908.438354
	Iteration 5Q: 3 clusters Score -27115.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27160.421875 Penalty: 1908.438354
	Iteration 6Q: 3 clusters Score -27160.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27221.482422 Penalty: 1908.438354
	Iteration 7Q: 3 clusters Score -27221.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27286.375000 Penalty: 1908.438354
	Iteration 8Q: 3 clusters Score -27286.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -27341.900391 Penalty: 1908.438354
	Iteration 9Q: 3 clusters Score -27341.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -27369.281250 Penalty: 1908.438354
	Iteration 10Q: 3 clusters Score -27369.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27372.294922 Penalty: 1908.438354
	Iteration 11Q: 3 clusters Score -27372.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27372.294922 Penalty: 1908.438354
	Iteration 12F: 3 clusters Score -27372.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22099 members 
Mstep: Class 4 contains 16113 members 
Mstep: Class 5 contains 9897 members 
Mstep: Class 6 contains 6740 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 4545 members 
Mstep: Class 10 contains 1419 members 
Mstep: Class 11 contains 13927 members 
Mstep: Class 12 contains 187 members 
Mstep: Class 13 contains 40738 members 
Mstep: Class 14 contains 45455 members 
Mstep: Class 15 contains 9288 members 
Mstep: Class 16 contains 8602 members 
Mstep: Class 17 contains 108465 members 
Mstep: Class 18 contains 3493 members 
Mstep: Class 19 contains 9782 members 
Mstep: Class 20 contains 50628 members 
Mstep: Class 21 contains 6730 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 76697 members 
Mstep: Class 24 contains 98584 members 
Mstep: Class 25 contains 75480 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104969 members 
Mstep: Class 29 contains 4875 members 
Mstep: Class 30 contains 76791 members 
Mstep: Class 31 contains 93228 members 
Mstep: Class 32 contains 3158 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9509 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 2161 members 
Mstep: Class 39 contains 472 members 
Mstep: Class 40 contains 168 members 
Entering Unmasked Estep 
Score: -111768456.000000 Penalty: 89247.812500
Splitting cluster 12 changes total score from -111769280.000000 to -111768456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (40738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Entering Unmasked Estep 
Score: -5063826.000000 Penalty: 1724.923950
	Iteration 0F: 2 clusters Score -5063826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -5036787.000000 Penalty: 3449.847900
	Iteration 0F: 3 clusters Score -5036787 nChanged 18905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -5047764.000000 Penalty: 3449.847900
	Iteration 1F: 3 clusters Score -5047764 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -5048516.000000 Penalty: 3449.847900
	Iteration 2Q: 3 clusters Score -5048516 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -5049465.500000 Penalty: 3449.847900
	Iteration 3F: 3 clusters Score -5049466 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -5050434.500000 Penalty: 3449.847900
	Iteration 4F: 3 clusters Score -5050434 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -5051398.000000 Penalty: 3449.847900
	Iteration 5F: 3 clusters Score -5051398 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -5052311.000000 Penalty: 3449.847900
	Iteration 6Q: 3 clusters Score -5052311 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -5053249.000000 Penalty: 3449.847900
	Iteration 7Q: 3 clusters Score -5053249 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -5054176.500000 Penalty: 3449.847900
	Iteration 8Q: 3 clusters Score -5054176 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -5055125.000000 Penalty: 3449.847900
	Iteration 9Q: 3 clusters Score -5055125 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -5056027.000000 Penalty: 3449.847900
	Iteration 10Q: 3 clusters Score -5056027 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -5056794.000000 Penalty: 3449.847900
	Iteration 11Q: 3 clusters Score -5056794 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -5057310.500000 Penalty: 3449.847900
	Iteration 12Q: 3 clusters Score -5057310 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -5057654.500000 Penalty: 3449.847900
	Iteration 13Q: 3 clusters Score -5057654 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -5057938.500000 Penalty: 3449.847900
	Iteration 14Q: 3 clusters Score -5057938 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -5058207.000000 Penalty: 3449.847900
	Iteration 15Q: 3 clusters Score -5058207 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -5058513.000000 Penalty: 3449.847900
	Iteration 16Q: 3 clusters Score -5058513 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -5058810.000000 Penalty: 3449.847900
	Iteration 17Q: 3 clusters Score -5058810 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -5059172.000000 Penalty: 3449.847900
	Iteration 18Q: 3 clusters Score -5059172 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -5059480.000000 Penalty: 3449.847900
	Iteration 19Q: 3 clusters Score -5059480 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -5059780.500000 Penalty: 3449.847900
	Iteration 20F: 3 clusters Score -5059780 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -5060038.000000 Penalty: 3449.847900
	Iteration 21Q: 3 clusters Score -5060038 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -5060226.500000 Penalty: 3449.847900
	Iteration 22Q: 3 clusters Score -5060226 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -5060363.000000 Penalty: 3449.847900
	Iteration 23Q: 3 clusters Score -5060363 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -5060519.500000 Penalty: 3449.847900
	Iteration 24Q: 3 clusters Score -5060520 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -5060617.500000 Penalty: 3449.847900
	Iteration 25Q: 3 clusters Score -5060618 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -5060684.500000 Penalty: 3449.847900
	Iteration 26Q: 3 clusters Score -5060684 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -5060732.500000 Penalty: 3449.847900
	Iteration 27Q: 3 clusters Score -5060732 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -5060791.500000 Penalty: 3449.847900
	Iteration 28Q: 3 clusters Score -5060792 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -5060860.000000 Penalty: 3449.847900
	Iteration 29Q: 3 clusters Score -5060860 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -5060907.000000 Penalty: 3449.847900
	Iteration 30Q: 3 clusters Score -5060907 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -5060948.500000 Penalty: 3449.847900
	Iteration 31Q: 3 clusters Score -5060948 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -5060957.000000 Penalty: 3449.847900
	Iteration 32Q: 3 clusters Score -5060957 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -5061025.500000 Penalty: 3449.847900
	Iteration 33Q: 3 clusters Score -5061026 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -5061082.500000 Penalty: 3449.847900
	Iteration 34Q: 3 clusters Score -5061082 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -5061148.000000 Penalty: 3449.847900
	Iteration 35Q: 3 clusters Score -5061148 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -5061214.500000 Penalty: 3449.847900
	Iteration 36Q: 3 clusters Score -5061214 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34741 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -5061252.500000 Penalty: 3449.847900
	Iteration 37Q: 3 clusters Score -5061252 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -5061322.500000 Penalty: 3449.847900
	Iteration 38Q: 3 clusters Score -5061322 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -5061397.500000 Penalty: 3449.847900
	Iteration 39Q: 3 clusters Score -5061398 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -5061446.000000 Penalty: 3449.847900
	Iteration 40F: 3 clusters Score -5061446 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -5061527.000000 Penalty: 3449.847900
	Iteration 41Q: 3 clusters Score -5061527 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -5061597.500000 Penalty: 3449.847900
	Iteration 42Q: 3 clusters Score -5061598 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -5061656.000000 Penalty: 3449.847900
	Iteration 43Q: 3 clusters Score -5061656 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -5061708.500000 Penalty: 3449.847900
	Iteration 44Q: 3 clusters Score -5061708 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -5061773.500000 Penalty: 3449.847900
	Iteration 45Q: 3 clusters Score -5061774 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -5061861.500000 Penalty: 3449.847900
	Iteration 46Q: 3 clusters Score -5061862 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -5061910.000000 Penalty: 3449.847900
	Iteration 47Q: 3 clusters Score -5061910 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -5061959.000000 Penalty: 3449.847900
	Iteration 48Q: 3 clusters Score -5061959 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -5062012.500000 Penalty: 3449.847900
	Iteration 49Q: 3 clusters Score -5062012 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -5062063.500000 Penalty: 3449.847900
	Iteration 50Q: 3 clusters Score -5062064 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -5062101.000000 Penalty: 3449.847900
	Iteration 51Q: 3 clusters Score -5062101 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -5062159.000000 Penalty: 3449.847900
	Iteration 52Q: 3 clusters Score -5062159 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -5062189.500000 Penalty: 3449.847900
	Iteration 53Q: 3 clusters Score -5062190 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -5062239.500000 Penalty: 3449.847900
	Iteration 54Q: 3 clusters Score -5062240 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -5062280.000000 Penalty: 3449.847900
	Iteration 55Q: 3 clusters Score -5062280 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -5062323.000000 Penalty: 3449.847900
	Iteration 56Q: 3 clusters Score -5062323 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -5062353.500000 Penalty: 3449.847900
	Iteration 57Q: 3 clusters Score -5062354 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -5062370.500000 Penalty: 3449.847900
	Iteration 58Q: 3 clusters Score -5062370 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -5062402.500000 Penalty: 3449.847900
	Iteration 59Q: 3 clusters Score -5062402 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -5062436.500000 Penalty: 3449.847900
	Iteration 60F: 3 clusters Score -5062436 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -5062476.000000 Penalty: 3449.847900
	Iteration 61Q: 3 clusters Score -5062476 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -5062508.000000 Penalty: 3449.847900
	Iteration 62Q: 3 clusters Score -5062508 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -5062518.000000 Penalty: 3449.847900
	Iteration 63Q: 3 clusters Score -5062518 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -5062530.500000 Penalty: 3449.847900
	Iteration 64Q: 3 clusters Score -5062530 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -5062549.500000 Penalty: 3449.847900
	Iteration 65Q: 3 clusters Score -5062550 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -5062570.000000 Penalty: 3449.847900
	Iteration 66Q: 3 clusters Score -5062570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5062575.000000 Penalty: 3449.847900
	Iteration 67Q: 3 clusters Score -5062575 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -5062585.500000 Penalty: 3449.847900
	Iteration 68Q: 3 clusters Score -5062586 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5062590.000000 Penalty: 3449.847900
	Iteration 69Q: 3 clusters Score -5062590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -5062598.500000 Penalty: 3449.847900
	Iteration 70Q: 3 clusters Score -5062598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -5062592.500000 Penalty: 3449.847900
	Iteration 71Q: 3 clusters Score -5062592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -5062593.000000 Penalty: 3449.847900
	Iteration 72Q: 3 clusters Score -5062593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -5062598.000000 Penalty: 3449.847900
	Iteration 73Q: 3 clusters Score -5062598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5062603.500000 Penalty: 3449.847900
	Iteration 74Q: 3 clusters Score -5062604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -5062609.500000 Penalty: 3449.847900
	Iteration 75Q: 3 clusters Score -5062610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5062609.500000 Penalty: 3449.847900
	Iteration 76Q: 3 clusters Score -5062610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5062624.000000 Penalty: 3449.847900
	Iteration 77Q: 3 clusters Score -5062624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5062622.500000 Penalty: 3449.847900
	Iteration 78Q: 3 clusters Score -5062622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5062620.500000 Penalty: 3449.847900
	Iteration 79Q: 3 clusters Score -5062620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -5062626.500000 Penalty: 3449.847900
	Iteration 80F: 3 clusters Score -5062626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5062632.000000 Penalty: 3449.847900
	Iteration 81Q: 3 clusters Score -5062632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5062626.500000 Penalty: 3449.847900
	Iteration 82Q: 3 clusters Score -5062626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -5062633.000000 Penalty: 3449.847900
	Iteration 83Q: 3 clusters Score -5062633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -5062645.000000 Penalty: 3449.847900
	Iteration 84Q: 3 clusters Score -5062645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5062642.000000 Penalty: 3449.847900
	Iteration 85Q: 3 clusters Score -5062642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5062649.500000 Penalty: 3449.847900
	Iteration 86Q: 3 clusters Score -5062650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5062653.500000 Penalty: 3449.847900
	Iteration 87Q: 3 clusters Score -5062654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5062649.000000 Penalty: 3449.847900
	Iteration 88Q: 3 clusters Score -5062649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -5062649.000000 Penalty: 3449.847900
	Iteration 89Q: 3 clusters Score -5062649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5062650.500000 Penalty: 3449.847900
	Iteration 90Q: 3 clusters Score -5062650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5062653.000000 Penalty: 3449.847900
	Iteration 91Q: 3 clusters Score -5062653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5062654.000000 Penalty: 3449.847900
	Iteration 92Q: 3 clusters Score -5062654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5062657.000000 Penalty: 3449.847900
	Iteration 93Q: 3 clusters Score -5062657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5062659.500000 Penalty: 3449.847900
	Iteration 94Q: 3 clusters Score -5062660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5062659.000000 Penalty: 3449.847900
	Iteration 95Q: 3 clusters Score -5062659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5062659.000000 Penalty: 3449.847900
	Iteration 96Q: 3 clusters Score -5062659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -5062657.000000 Penalty: 3449.847900
	Iteration 97Q: 3 clusters Score -5062657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5062653.500000 Penalty: 3449.847900
	Iteration 98Q: 3 clusters Score -5062654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -5062656.000000 Penalty: 3449.847900
	Iteration 99Q: 3 clusters Score -5062656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5062658.500000 Penalty: 3449.847900
	Iteration 100F: 3 clusters Score -5062658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5062652.500000 Penalty: 3449.847900
	Iteration 101Q: 3 clusters Score -5062652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5062656.500000 Penalty: 3449.847900
	Iteration 102Q: 3 clusters Score -5062656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5062658.000000 Penalty: 3449.847900
	Iteration 103Q: 3 clusters Score -5062658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5062661.500000 Penalty: 3449.847900
	Iteration 104Q: 3 clusters Score -5062662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -5062668.000000 Penalty: 3449.847900
	Iteration 105Q: 3 clusters Score -5062668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5062672.500000 Penalty: 3449.847900
	Iteration 106Q: 3 clusters Score -5062672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5062675.000000 Penalty: 3449.847900
	Iteration 107Q: 3 clusters Score -5062675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5062675.000000 Penalty: 3449.847900
	Iteration 108Q: 3 clusters Score -5062675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -5062673.500000 Penalty: 3449.847900
	Iteration 109Q: 3 clusters Score -5062674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5062677.500000 Penalty: 3449.847900
	Iteration 110Q: 3 clusters Score -5062678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5062679.000000 Penalty: 3449.847900
	Iteration 111Q: 3 clusters Score -5062679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5062679.000000 Penalty: 3449.847900
	Iteration 112F: 3 clusters Score -5062679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Entering Unmasked Estep 
Score: -5495370.500000 Penalty: 1742.727661
	Iteration 0F: 2 clusters Score -5495370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -5464832.500000 Penalty: 3485.455322
	Iteration 0F: 3 clusters Score -5464832 nChanged 21302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -5477575.000000 Penalty: 3485.455322
	Iteration 1F: 3 clusters Score -5477575 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -5479178.000000 Penalty: 3485.455322
	Iteration 2F: 3 clusters Score -5479178 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -5481648.000000 Penalty: 3485.455322
	Iteration 3F: 3 clusters Score -5481648 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -5485012.500000 Penalty: 3485.455322
	Iteration 4F: 3 clusters Score -5485012 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -5488564.500000 Penalty: 3485.455322
	Iteration 5F: 3 clusters Score -5488564 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -5491339.000000 Penalty: 3485.455322
	Iteration 6F: 3 clusters Score -5491339 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -5492873.500000 Penalty: 3485.455322
	Iteration 7Q: 3 clusters Score -5492874 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -5493550.000000 Penalty: 3485.455322
	Iteration 8Q: 3 clusters Score -5493550 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -5493769.000000 Penalty: 3485.455322
	Iteration 9Q: 3 clusters Score -5493769 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -5493862.000000 Penalty: 3485.455322
	Iteration 10Q: 3 clusters Score -5493862 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 45186 members 
Entering Unmasked Estep 
Score: -5493914.000000 Penalty: 3485.455322
	Iteration 11Q: 3 clusters Score -5493914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -5493938.000000 Penalty: 3485.455322
	Iteration 12Q: 3 clusters Score -5493938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -5493945.000000 Penalty: 3485.455322
	Iteration 13Q: 3 clusters Score -5493945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -5493948.000000 Penalty: 3485.455322
	Iteration 14Q: 3 clusters Score -5493948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -5493949.000000 Penalty: 3485.455322
	Iteration 15Q: 3 clusters Score -5493949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -5493955.500000 Penalty: 3485.455322
	Iteration 16Q: 3 clusters Score -5493956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -5493958.500000 Penalty: 3485.455322
	Iteration 17Q: 3 clusters Score -5493958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -5493958.500000 Penalty: 3485.455322
	Iteration 18Q: 3 clusters Score -5493958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -5493959.000000 Penalty: 3485.455322
	Iteration 19Q: 3 clusters Score -5493959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 45213 members 
Entering Unmasked Estep 
Score: -5493972.000000 Penalty: 3485.455322
	Iteration 20F: 3 clusters Score -5493972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -5493978.000000 Penalty: 3485.455322
	Iteration 21Q: 3 clusters Score -5493978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -5493978.000000 Penalty: 3485.455322
	Iteration 22F: 3 clusters Score -5493978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Entering Unmasked Estep 
Score: -1159677.500000 Penalty: 1484.677734
	Iteration 0F: 2 clusters Score -1159678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1152929.500000 Penalty: 2969.355469
	Iteration 0F: 3 clusters Score -1152930 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1155107.250000 Penalty: 2969.355469
	Iteration 1F: 3 clusters Score -1155107 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1155374.500000 Penalty: 2969.355469
	Iteration 2F: 3 clusters Score -1155374 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1155586.000000 Penalty: 2969.355469
	Iteration 3F: 3 clusters Score -1155586 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1155840.625000 Penalty: 2969.355469
	Iteration 4Q: 3 clusters Score -1155841 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1156146.125000 Penalty: 2969.355469
	Iteration 5Q: 3 clusters Score -1156146 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1156588.625000 Penalty: 2969.355469
	Iteration 6F: 3 clusters Score -1156589 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1157140.125000 Penalty: 2969.355469
	Iteration 7F: 3 clusters Score -1157140 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1157647.500000 Penalty: 2969.355469
	Iteration 8F: 3 clusters Score -1157648 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1158015.875000 Penalty: 2969.355469
	Iteration 9F: 3 clusters Score -1158016 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1158232.125000 Penalty: 2969.355469
	Iteration 10Q: 3 clusters Score -1158232 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1158373.750000 Penalty: 2969.355469
	Iteration 11Q: 3 clusters Score -1158374 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1158456.750000 Penalty: 2969.355469
	Iteration 12Q: 3 clusters Score -1158457 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1158517.250000 Penalty: 2969.355469
	Iteration 13Q: 3 clusters Score -1158517 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1158549.500000 Penalty: 2969.355469
	Iteration 14Q: 3 clusters Score -1158550 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1158568.500000 Penalty: 2969.355469
	Iteration 15Q: 3 clusters Score -1158568 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1158585.750000 Penalty: 2969.355469
	Iteration 16Q: 3 clusters Score -1158586 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1158595.375000 Penalty: 2969.355469
	Iteration 17Q: 3 clusters Score -1158595 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1158609.125000 Penalty: 2969.355469
	Iteration 18Q: 3 clusters Score -1158609 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1158614.750000 Penalty: 2969.355469
	Iteration 19Q: 3 clusters Score -1158615 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1158626.000000 Penalty: 2969.355469
	Iteration 20F: 3 clusters Score -1158626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1158636.625000 Penalty: 2969.355469
	Iteration 21Q: 3 clusters Score -1158637 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1158644.875000 Penalty: 2969.355469
	Iteration 22Q: 3 clusters Score -1158645 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1158647.000000 Penalty: 2969.355469
	Iteration 23Q: 3 clusters Score -1158647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1158648.000000 Penalty: 2969.355469
	Iteration 24Q: 3 clusters Score -1158648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1158650.125000 Penalty: 2969.355469
	Iteration 25Q: 3 clusters Score -1158650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1158654.750000 Penalty: 2969.355469
	Iteration 26Q: 3 clusters Score -1158655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1158652.625000 Penalty: 2969.355469
	Iteration 27Q: 3 clusters Score -1158653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1158656.125000 Penalty: 2969.355469
	Iteration 28Q: 3 clusters Score -1158656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1158659.375000 Penalty: 2969.355469
	Iteration 29Q: 3 clusters Score -1158659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1158660.500000 Penalty: 2969.355469
	Iteration 30Q: 3 clusters Score -1158660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1158659.750000 Penalty: 2969.355469
	Iteration 31Q: 3 clusters Score -1158660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1158660.500000 Penalty: 2969.355469
	Iteration 32Q: 3 clusters Score -1158660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1158661.750000 Penalty: 2969.355469
	Iteration 33Q: 3 clusters Score -1158662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1158663.750000 Penalty: 2969.355469
	Iteration 34Q: 3 clusters Score -1158664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1158664.125000 Penalty: 2969.355469
	Iteration 35Q: 3 clusters Score -1158664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1158663.375000 Penalty: 2969.355469
	Iteration 36Q: 3 clusters Score -1158663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1158663.500000 Penalty: 2969.355469
	Iteration 37Q: 3 clusters Score -1158664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1158663.500000 Penalty: 2969.355469
	Iteration 38F: 3 clusters Score -1158664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Entering Unmasked Estep 
Score: -1012384.125000 Penalty: 1472.209351
	Iteration 0F: 2 clusters Score -1012384 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 4312 members 
Entering Unmasked Estep 
Score: -1006125.437500 Penalty: 2944.418701
	Iteration 0F: 3 clusters Score -1006125 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1008480.875000 Penalty: 2944.418701
	Iteration 1F: 3 clusters Score -1008481 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1008996.812500 Penalty: 2944.418701
	Iteration 2F: 3 clusters Score -1008997 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1009428.375000 Penalty: 2944.418701
	Iteration 3F: 3 clusters Score -1009428 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1009795.375000 Penalty: 2944.418701
	Iteration 4F: 3 clusters Score -1009795 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1010123.250000 Penalty: 2944.418701
	Iteration 5F: 3 clusters Score -1010123 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1010446.562500 Penalty: 2944.418701
	Iteration 6Q: 3 clusters Score -1010447 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1010716.687500 Penalty: 2944.418701
	Iteration 7Q: 3 clusters Score -1010717 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1010910.937500 Penalty: 2944.418701
	Iteration 8Q: 3 clusters Score -1010911 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1011083.750000 Penalty: 2944.418701
	Iteration 9Q: 3 clusters Score -1011084 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1011226.750000 Penalty: 2944.418701
	Iteration 10Q: 3 clusters Score -1011227 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1011323.375000 Penalty: 2944.418701
	Iteration 11Q: 3 clusters Score -1011323 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1011394.875000 Penalty: 2944.418701
	Iteration 12Q: 3 clusters Score -1011395 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1011447.875000 Penalty: 2944.418701
	Iteration 13Q: 3 clusters Score -1011448 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1011501.312500 Penalty: 2944.418701
	Iteration 14Q: 3 clusters Score -1011501 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1011547.000000 Penalty: 2944.418701
	Iteration 15Q: 3 clusters Score -1011547 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1011602.437500 Penalty: 2944.418701
	Iteration 16Q: 3 clusters Score -1011602 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1011673.125000 Penalty: 2944.418701
	Iteration 17Q: 3 clusters Score -1011673 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1011756.312500 Penalty: 2944.418701
	Iteration 18Q: 3 clusters Score -1011756 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1011866.250000 Penalty: 2944.418701
	Iteration 19Q: 3 clusters Score -1011866 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1011933.062500 Penalty: 2944.418701
	Iteration 20F: 3 clusters Score -1011933 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1011958.812500 Penalty: 2944.418701
	Iteration 21Q: 3 clusters Score -1011959 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1011975.437500 Penalty: 2944.418701
	Iteration 22Q: 3 clusters Score -1011975 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1011986.000000 Penalty: 2944.418701
	Iteration 23Q: 3 clusters Score -1011986 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1011999.062500 Penalty: 2944.418701
	Iteration 24Q: 3 clusters Score -1011999 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1012009.375000 Penalty: 2944.418701
	Iteration 25Q: 3 clusters Score -1012009 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1012017.437500 Penalty: 2944.418701
	Iteration 26Q: 3 clusters Score -1012017 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1012024.437500 Penalty: 2944.418701
	Iteration 27Q: 3 clusters Score -1012024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1012030.625000 Penalty: 2944.418701
	Iteration 28Q: 3 clusters Score -1012031 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1012036.125000 Penalty: 2944.418701
	Iteration 29Q: 3 clusters Score -1012036 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1012042.562500 Penalty: 2944.418701
	Iteration 30Q: 3 clusters Score -1012043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1012045.312500 Penalty: 2944.418701
	Iteration 31Q: 3 clusters Score -1012045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1012052.062500 Penalty: 2944.418701
	Iteration 32Q: 3 clusters Score -1012052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1012056.375000 Penalty: 2944.418701
	Iteration 33Q: 3 clusters Score -1012056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1012069.062500 Penalty: 2944.418701
	Iteration 34Q: 3 clusters Score -1012069 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1012083.312500 Penalty: 2944.418701
	Iteration 35Q: 3 clusters Score -1012083 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1012107.187500 Penalty: 2944.418701
	Iteration 36Q: 3 clusters Score -1012107 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1012125.687500 Penalty: 2944.418701
	Iteration 37Q: 3 clusters Score -1012126 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1012160.875000 Penalty: 2944.418701
	Iteration 38Q: 3 clusters Score -1012161 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1012196.562500 Penalty: 2944.418701
	Iteration 39Q: 3 clusters Score -1012197 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1012241.687500 Penalty: 2944.418701
	Iteration 40F: 3 clusters Score -1012242 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1012281.750000 Penalty: 2944.418701
	Iteration 41Q: 3 clusters Score -1012282 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1012313.750000 Penalty: 2944.418701
	Iteration 42Q: 3 clusters Score -1012314 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1012337.562500 Penalty: 2944.418701
	Iteration 43Q: 3 clusters Score -1012338 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1012346.875000 Penalty: 2944.418701
	Iteration 44Q: 3 clusters Score -1012347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1012353.062500 Penalty: 2944.418701
	Iteration 45Q: 3 clusters Score -1012353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1012360.062500 Penalty: 2944.418701
	Iteration 46Q: 3 clusters Score -1012360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1012367.125000 Penalty: 2944.418701
	Iteration 47Q: 3 clusters Score -1012367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1012373.562500 Penalty: 2944.418701
	Iteration 48Q: 3 clusters Score -1012374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1012377.687500 Penalty: 2944.418701
	Iteration 49Q: 3 clusters Score -1012378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1012380.000000 Penalty: 2944.418701
	Iteration 50Q: 3 clusters Score -1012380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1012378.750000 Penalty: 2944.418701
	Iteration 51Q: 3 clusters Score -1012379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1012379.312500 Penalty: 2944.418701
	Iteration 52Q: 3 clusters Score -1012379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1012381.312500 Penalty: 2944.418701
	Iteration 53Q: 3 clusters Score -1012381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1012383.250000 Penalty: 2944.418701
	Iteration 54Q: 3 clusters Score -1012383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1012381.437500 Penalty: 2944.418701
	Iteration 55Q: 3 clusters Score -1012381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1012386.437500 Penalty: 2944.418701
	Iteration 56Q: 3 clusters Score -1012386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1012385.625000 Penalty: 2944.418701
	Iteration 57Q: 3 clusters Score -1012386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1012387.500000 Penalty: 2944.418701
	Iteration 58Q: 3 clusters Score -1012388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1012387.062500 Penalty: 2944.418701
	Iteration 59Q: 3 clusters Score -1012387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1012386.437500 Penalty: 2944.418701
	Iteration 60F: 3 clusters Score -1012386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22099 members 
Mstep: Class 4 contains 16113 members 
Mstep: Class 5 contains 9897 members 
Mstep: Class 6 contains 6740 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 4545 members 
Mstep: Class 10 contains 1419 members 
Mstep: Class 11 contains 13927 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 40738 members 
Mstep: Class 14 contains 45455 members 
Mstep: Class 15 contains 9288 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 108465 members 
Mstep: Class 18 contains 3493 members 
Mstep: Class 19 contains 9782 members 
Mstep: Class 20 contains 50628 members 
Mstep: Class 21 contains 6730 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 76697 members 
Mstep: Class 24 contains 98584 members 
Mstep: Class 25 contains 75480 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104969 members 
Mstep: Class 29 contains 4875 members 
Mstep: Class 30 contains 76791 members 
Mstep: Class 31 contains 93228 members 
Mstep: Class 32 contains 3158 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9509 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 2161 members 
Mstep: Class 39 contains 472 members 
Mstep: Class 40 contains 6988 members 
Entering Unmasked Estep 
Score: -111768488.000000 Penalty: 89247.812500
Splitting cluster 16 changes total score from -111769280.000000 to -111768488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (108465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108465 members 
Entering Unmasked Estep 
Score: -13626880.000000 Penalty: 1884.054688
	Iteration 0F: 2 clusters Score -1.362688e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54126 members 
Mstep: Class 2 contains 54339 members 
Entering Unmasked Estep 
Score: -13558922.000000 Penalty: 3768.109375
	Iteration 0F: 3 clusters Score -1.355892e+07 nChanged 51909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52749 members 
Mstep: Class 2 contains 55716 members 
Entering Unmasked Estep 
Score: -13589220.000000 Penalty: 3768.109375
	Iteration 1F: 3 clusters Score -1.358922e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51901 members 
Mstep: Class 2 contains 56564 members 
Entering Unmasked Estep 
Score: -13589997.000000 Penalty: 3768.109375
	Iteration 2Q: 3 clusters Score -1.359e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50527 members 
Mstep: Class 2 contains 57938 members 
Entering Unmasked Estep 
Score: -13591259.000000 Penalty: 3768.109375
	Iteration 3Q: 3 clusters Score -1.359126e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48380 members 
Mstep: Class 2 contains 60085 members 
Entering Unmasked Estep 
Score: -13593016.000000 Penalty: 3768.109375
	Iteration 4Q: 3 clusters Score -1.359302e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 63182 members 
Entering Unmasked Estep 
Score: -13595658.000000 Penalty: 3768.109375
	Iteration 5Q: 3 clusters Score -1.359566e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 67347 members 
Entering Unmasked Estep 
Score: -13599529.000000 Penalty: 3768.109375
	Iteration 6F: 3 clusters Score -1.359953e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 72547 members 
Entering Unmasked Estep 
Score: -13604368.000000 Penalty: 3768.109375
	Iteration 7F: 3 clusters Score -1.360437e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 78204 members 
Entering Unmasked Estep 
Score: -13609330.000000 Penalty: 3768.109375
	Iteration 8F: 3 clusters Score -1.360933e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 83732 members 
Entering Unmasked Estep 
Score: -13613867.000000 Penalty: 3768.109375
	Iteration 9F: 3 clusters Score -1.361387e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 88579 members 
Entering Unmasked Estep 
Score: -13617039.000000 Penalty: 3768.109375
	Iteration 10Q: 3 clusters Score -1.361704e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 92838 members 
Entering Unmasked Estep 
Score: -13620401.000000 Penalty: 3768.109375
	Iteration 11Q: 3 clusters Score -1.36204e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 95987 members 
Entering Unmasked Estep 
Score: -13622330.000000 Penalty: 3768.109375
	Iteration 12Q: 3 clusters Score -1.362233e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 98313 members 
Entering Unmasked Estep 
Score: -13623697.000000 Penalty: 3768.109375
	Iteration 13Q: 3 clusters Score -1.36237e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 100076 members 
Entering Unmasked Estep 
Score: -13624499.000000 Penalty: 3768.109375
	Iteration 14Q: 3 clusters Score -1.36245e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 101395 members 
Entering Unmasked Estep 
Score: -13624901.000000 Penalty: 3768.109375
	Iteration 15Q: 3 clusters Score -1.36249e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 102419 members 
Entering Unmasked Estep 
Score: -13625222.000000 Penalty: 3768.109375
	Iteration 16Q: 3 clusters Score -1.362522e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 103244 members 
Entering Unmasked Estep 
Score: -13625323.000000 Penalty: 3768.109375
	Iteration 17Q: 3 clusters Score -1.362532e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 103864 members 
Entering Unmasked Estep 
Score: -13625381.000000 Penalty: 3768.109375
	Iteration 18Q: 3 clusters Score -1.362538e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 104333 members 
Entering Unmasked Estep 
Score: -13625380.000000 Penalty: 3768.109375
	Iteration 19Q: 3 clusters Score -1.362538e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 104713 members 
Entering Unmasked Estep 
Score: -13625469.000000 Penalty: 3768.109375
	Iteration 20F: 3 clusters Score -1.362547e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 105036 members 
Entering Unmasked Estep 
Score: -13625481.000000 Penalty: 3768.109375
	Iteration 21Q: 3 clusters Score -1.362548e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 105322 members 
Entering Unmasked Estep 
Score: -13625478.000000 Penalty: 3768.109375
	Iteration 22Q: 3 clusters Score -1.362548e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 105581 members 
Entering Unmasked Estep 
Score: -13625546.000000 Penalty: 3768.109375
	Iteration 23Q: 3 clusters Score -1.362555e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 105807 members 
Entering Unmasked Estep 
Score: -13625562.000000 Penalty: 3768.109375
	Iteration 24Q: 3 clusters Score -1.362556e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 105991 members 
Entering Unmasked Estep 
Score: -13625622.000000 Penalty: 3768.109375
	Iteration 25Q: 3 clusters Score -1.362562e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 106115 members 
Entering Unmasked Estep 
Score: -13625588.000000 Penalty: 3768.109375
	Iteration 26Q: 3 clusters Score -1.362559e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 106227 members 
Entering Unmasked Estep 
Score: -13625587.000000 Penalty: 3768.109375
	Iteration 27Q: 3 clusters Score -1.362559e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 106321 members 
Entering Unmasked Estep 
Score: -13625593.000000 Penalty: 3768.109375
	Iteration 28Q: 3 clusters Score -1.362559e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 106406 members 
Entering Unmasked Estep 
Score: -13625611.000000 Penalty: 3768.109375
	Iteration 29Q: 3 clusters Score -1.362561e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 106489 members 
Entering Unmasked Estep 
Score: -13625626.000000 Penalty: 3768.109375
	Iteration 30Q: 3 clusters Score -1.362563e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 106570 members 
Entering Unmasked Estep 
Score: -13625625.000000 Penalty: 3768.109375
	Iteration 31Q: 3 clusters Score -1.362562e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 106628 members 
Entering Unmasked Estep 
Score: -13625634.000000 Penalty: 3768.109375
	Iteration 32Q: 3 clusters Score -1.362563e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 106677 members 
Entering Unmasked Estep 
Score: -13625648.000000 Penalty: 3768.109375
	Iteration 33Q: 3 clusters Score -1.362565e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 106714 members 
Entering Unmasked Estep 
Score: -13625618.000000 Penalty: 3768.109375
	Iteration 34Q: 3 clusters Score -1.362562e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 106746 members 
Entering Unmasked Estep 
Score: -13625624.000000 Penalty: 3768.109375
	Iteration 35Q: 3 clusters Score -1.362562e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 106780 members 
Entering Unmasked Estep 
Score: -13625641.000000 Penalty: 3768.109375
	Iteration 36Q: 3 clusters Score -1.362564e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 106808 members 
Entering Unmasked Estep 
Score: -13625619.000000 Penalty: 3768.109375
	Iteration 37Q: 3 clusters Score -1.362562e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 106825 members 
Entering Unmasked Estep 
Score: -13625629.000000 Penalty: 3768.109375
	Iteration 38Q: 3 clusters Score -1.362563e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 106837 members 
Entering Unmasked Estep 
Score: -13625633.000000 Penalty: 3768.109375
	Iteration 39Q: 3 clusters Score -1.362563e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 106853 members 
Entering Unmasked Estep 
Score: -13625633.000000 Penalty: 3768.109375
	Iteration 40F: 3 clusters Score -1.362563e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 106876 members 
Entering Unmasked Estep 
Score: -13625619.000000 Penalty: 3768.109375
	Iteration 41Q: 3 clusters Score -1.362562e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 106891 members 
Entering Unmasked Estep 
Score: -13625615.000000 Penalty: 3768.109375
	Iteration 42Q: 3 clusters Score -1.362562e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 106903 members 
Entering Unmasked Estep 
Score: -13625627.000000 Penalty: 3768.109375
	Iteration 43Q: 3 clusters Score -1.362563e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 106912 members 
Entering Unmasked Estep 
Score: -13625622.000000 Penalty: 3768.109375
	Iteration 44Q: 3 clusters Score -1.362562e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 106926 members 
Entering Unmasked Estep 
Score: -13625623.000000 Penalty: 3768.109375
	Iteration 45Q: 3 clusters Score -1.362562e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 106937 members 
Entering Unmasked Estep 
Score: -13625633.000000 Penalty: 3768.109375
	Iteration 46Q: 3 clusters Score -1.362563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 106941 members 
Entering Unmasked Estep 
Score: -13625641.000000 Penalty: 3768.109375
	Iteration 47Q: 3 clusters Score -1.362564e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 106946 members 
Entering Unmasked Estep 
Score: -13625645.000000 Penalty: 3768.109375
	Iteration 48Q: 3 clusters Score -1.362564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 106948 members 
Entering Unmasked Estep 
Score: -13625641.000000 Penalty: 3768.109375
	Iteration 49Q: 3 clusters Score -1.362564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 106950 members 
Entering Unmasked Estep 
Score: -13625637.000000 Penalty: 3768.109375
	Iteration 50Q: 3 clusters Score -1.362564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 106955 members 
Entering Unmasked Estep 
Score: -13625638.000000 Penalty: 3768.109375
	Iteration 51Q: 3 clusters Score -1.362564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 106956 members 
Entering Unmasked Estep 
Score: -13625644.000000 Penalty: 3768.109375
	Iteration 52Q: 3 clusters Score -1.362564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 106957 members 
Entering Unmasked Estep 
Score: -13625648.000000 Penalty: 3768.109375
	Iteration 53Q: 3 clusters Score -1.362565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 106960 members 
Entering Unmasked Estep 
Score: -13625632.000000 Penalty: 3768.109375
	Iteration 54Q: 3 clusters Score -1.362563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 106962 members 
Entering Unmasked Estep 
Score: -13625646.000000 Penalty: 3768.109375
	Iteration 55Q: 3 clusters Score -1.362565e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 106964 members 
Entering Unmasked Estep 
Score: -13625635.000000 Penalty: 3768.109375
	Iteration 56Q: 3 clusters Score -1.362564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 106968 members 
Entering Unmasked Estep 
Score: -13625638.000000 Penalty: 3768.109375
	Iteration 57Q: 3 clusters Score -1.362564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 106969 members 
Entering Unmasked Estep 
Score: -13625643.000000 Penalty: 3768.109375
	Iteration 58Q: 3 clusters Score -1.362564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 106969 members 
Entering Unmasked Estep 
Score: -13625643.000000 Penalty: 3768.109375
	Iteration 59F: 3 clusters Score -1.362564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Entering Unmasked Estep 
Score: -414307.718750 Penalty: 1325.758789
	Iteration 0F: 2 clusters Score -414307.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -411305.562500 Penalty: 2651.517578
	Iteration 0F: 3 clusters Score -411305.6 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -412133.937500 Penalty: 2651.517578
	Iteration 1F: 3 clusters Score -412133.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -412349.031250 Penalty: 2651.517578
	Iteration 2F: 3 clusters Score -412349 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -412492.406250 Penalty: 2651.517578
	Iteration 3F: 3 clusters Score -412492.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -412605.812500 Penalty: 2651.517578
	Iteration 4Q: 3 clusters Score -412605.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -412674.531250 Penalty: 2651.517578
	Iteration 5Q: 3 clusters Score -412674.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -412733.312500 Penalty: 2651.517578
	Iteration 6Q: 3 clusters Score -412733.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -412780.843750 Penalty: 2651.517578
	Iteration 7Q: 3 clusters Score -412780.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -412816.156250 Penalty: 2651.517578
	Iteration 8Q: 3 clusters Score -412816.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -412846.343750 Penalty: 2651.517578
	Iteration 9Q: 3 clusters Score -412846.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -412867.593750 Penalty: 2651.517578
	Iteration 10Q: 3 clusters Score -412867.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -412890.625000 Penalty: 2651.517578
	Iteration 11Q: 3 clusters Score -412890.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -412904.781250 Penalty: 2651.517578
	Iteration 12Q: 3 clusters Score -412904.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -412914.906250 Penalty: 2651.517578
	Iteration 13Q: 3 clusters Score -412914.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -412927.937500 Penalty: 2651.517578
	Iteration 14Q: 3 clusters Score -412927.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -412942.625000 Penalty: 2651.517578
	Iteration 15Q: 3 clusters Score -412942.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -412957.343750 Penalty: 2651.517578
	Iteration 16Q: 3 clusters Score -412957.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -412966.500000 Penalty: 2651.517578
	Iteration 17Q: 3 clusters Score -412966.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -412972.125000 Penalty: 2651.517578
	Iteration 18Q: 3 clusters Score -412972.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -412978.281250 Penalty: 2651.517578
	Iteration 19Q: 3 clusters Score -412978.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -412985.187500 Penalty: 2651.517578
	Iteration 20F: 3 clusters Score -412985.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -412993.937500 Penalty: 2651.517578
	Iteration 21Q: 3 clusters Score -412993.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -413000.000000 Penalty: 2651.517578
	Iteration 22Q: 3 clusters Score -413000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -413006.687500 Penalty: 2651.517578
	Iteration 23Q: 3 clusters Score -413006.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -413009.968750 Penalty: 2651.517578
	Iteration 24Q: 3 clusters Score -413010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -413014.250000 Penalty: 2651.517578
	Iteration 25Q: 3 clusters Score -413014.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -413020.843750 Penalty: 2651.517578
	Iteration 26Q: 3 clusters Score -413020.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -413026.312500 Penalty: 2651.517578
	Iteration 27Q: 3 clusters Score -413026.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -413029.062500 Penalty: 2651.517578
	Iteration 28Q: 3 clusters Score -413029.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -413033.406250 Penalty: 2651.517578
	Iteration 29Q: 3 clusters Score -413033.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -413037.406250 Penalty: 2651.517578
	Iteration 30Q: 3 clusters Score -413037.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -413041.156250 Penalty: 2651.517578
	Iteration 31Q: 3 clusters Score -413041.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -413044.937500 Penalty: 2651.517578
	Iteration 32Q: 3 clusters Score -413044.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -413048.312500 Penalty: 2651.517578
	Iteration 33Q: 3 clusters Score -413048.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -413052.812500 Penalty: 2651.517578
	Iteration 34Q: 3 clusters Score -413052.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -413057.187500 Penalty: 2651.517578
	Iteration 35Q: 3 clusters Score -413057.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -413061.468750 Penalty: 2651.517578
	Iteration 36Q: 3 clusters Score -413061.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -413066.812500 Penalty: 2651.517578
	Iteration 37Q: 3 clusters Score -413066.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -413070.281250 Penalty: 2651.517578
	Iteration 38Q: 3 clusters Score -413070.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -413075.312500 Penalty: 2651.517578
	Iteration 39Q: 3 clusters Score -413075.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -413079.312500 Penalty: 2651.517578
	Iteration 40F: 3 clusters Score -413079.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -413083.031250 Penalty: 2651.517578
	Iteration 41Q: 3 clusters Score -413083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -413082.906250 Penalty: 2651.517578
	Iteration 42Q: 3 clusters Score -413082.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -413084.062500 Penalty: 2651.517578
	Iteration 43Q: 3 clusters Score -413084.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -413085.718750 Penalty: 2651.517578
	Iteration 44Q: 3 clusters Score -413085.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -413086.531250 Penalty: 2651.517578
	Iteration 45Q: 3 clusters Score -413086.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -413087.562500 Penalty: 2651.517578
	Iteration 46Q: 3 clusters Score -413087.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -413089.937500 Penalty: 2651.517578
	Iteration 47Q: 3 clusters Score -413089.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -413091.343750 Penalty: 2651.517578
	Iteration 48Q: 3 clusters Score -413091.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -413092.593750 Penalty: 2651.517578
	Iteration 49Q: 3 clusters Score -413092.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -413093.062500 Penalty: 2651.517578
	Iteration 50Q: 3 clusters Score -413093.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -413093.062500 Penalty: 2651.517578
	Iteration 51F: 3 clusters Score -413093.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Entering Unmasked Estep 
Score: -1232677.750000 Penalty: 1493.098633
	Iteration 0F: 2 clusters Score -1232678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1225674.500000 Penalty: 2986.197266
	Iteration 0F: 3 clusters Score -1225674 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1227891.750000 Penalty: 2986.197266
	Iteration 1F: 3 clusters Score -1227892 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1228128.000000 Penalty: 2986.197266
	Iteration 2F: 3 clusters Score -1228128 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1228341.250000 Penalty: 2986.197266
	Iteration 3Q: 3 clusters Score -1228341 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1228539.500000 Penalty: 2986.197266
	Iteration 4Q: 3 clusters Score -1228540 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1228727.500000 Penalty: 2986.197266
	Iteration 5Q: 3 clusters Score -1228728 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1228913.875000 Penalty: 2986.197266
	Iteration 6Q: 3 clusters Score -1228914 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1229080.500000 Penalty: 2986.197266
	Iteration 7Q: 3 clusters Score -1229080 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1229223.625000 Penalty: 2986.197266
	Iteration 8Q: 3 clusters Score -1229224 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1229376.250000 Penalty: 2986.197266
	Iteration 9Q: 3 clusters Score -1229376 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1229556.000000 Penalty: 2986.197266
	Iteration 10Q: 3 clusters Score -1229556 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1229730.125000 Penalty: 2986.197266
	Iteration 11Q: 3 clusters Score -1229730 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1229926.625000 Penalty: 2986.197266
	Iteration 12Q: 3 clusters Score -1229927 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1230129.250000 Penalty: 2986.197266
	Iteration 13Q: 3 clusters Score -1230129 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1230366.500000 Penalty: 2986.197266
	Iteration 14Q: 3 clusters Score -1230366 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1230632.750000 Penalty: 2986.197266
	Iteration 15Q: 3 clusters Score -1230633 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1230826.000000 Penalty: 2986.197266
	Iteration 16Q: 3 clusters Score -1230826 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1230968.750000 Penalty: 2986.197266
	Iteration 17Q: 3 clusters Score -1230969 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1231061.750000 Penalty: 2986.197266
	Iteration 18Q: 3 clusters Score -1231062 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1231144.125000 Penalty: 2986.197266
	Iteration 19Q: 3 clusters Score -1231144 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1231217.625000 Penalty: 2986.197266
	Iteration 20F: 3 clusters Score -1231218 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1231293.375000 Penalty: 2986.197266
	Iteration 21Q: 3 clusters Score -1231293 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1231348.000000 Penalty: 2986.197266
	Iteration 22Q: 3 clusters Score -1231348 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1231399.125000 Penalty: 2986.197266
	Iteration 23Q: 3 clusters Score -1231399 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1231442.250000 Penalty: 2986.197266
	Iteration 24Q: 3 clusters Score -1231442 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1231488.625000 Penalty: 2986.197266
	Iteration 25Q: 3 clusters Score -1231489 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1231519.875000 Penalty: 2986.197266
	Iteration 26Q: 3 clusters Score -1231520 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1231556.750000 Penalty: 2986.197266
	Iteration 27Q: 3 clusters Score -1231557 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1231585.250000 Penalty: 2986.197266
	Iteration 28Q: 3 clusters Score -1231585 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1231612.250000 Penalty: 2986.197266
	Iteration 29Q: 3 clusters Score -1231612 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1231636.750000 Penalty: 2986.197266
	Iteration 30Q: 3 clusters Score -1231637 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1231657.250000 Penalty: 2986.197266
	Iteration 31Q: 3 clusters Score -1231657 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1231673.000000 Penalty: 2986.197266
	Iteration 32Q: 3 clusters Score -1231673 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1231684.500000 Penalty: 2986.197266
	Iteration 33Q: 3 clusters Score -1231684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1231689.500000 Penalty: 2986.197266
	Iteration 34Q: 3 clusters Score -1231690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1231692.625000 Penalty: 2986.197266
	Iteration 35Q: 3 clusters Score -1231693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1231700.500000 Penalty: 2986.197266
	Iteration 36Q: 3 clusters Score -1231700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1231706.125000 Penalty: 2986.197266
	Iteration 37Q: 3 clusters Score -1231706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1231710.125000 Penalty: 2986.197266
	Iteration 38Q: 3 clusters Score -1231710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1231713.750000 Penalty: 2986.197266
	Iteration 39Q: 3 clusters Score -1231714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1231717.125000 Penalty: 2986.197266
	Iteration 40F: 3 clusters Score -1231717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1231721.250000 Penalty: 2986.197266
	Iteration 41Q: 3 clusters Score -1231721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1231725.250000 Penalty: 2986.197266
	Iteration 42Q: 3 clusters Score -1231725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1231733.625000 Penalty: 2986.197266
	Iteration 43Q: 3 clusters Score -1231734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1231740.250000 Penalty: 2986.197266
	Iteration 44Q: 3 clusters Score -1231740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1231743.125000 Penalty: 2986.197266
	Iteration 45Q: 3 clusters Score -1231743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1231747.375000 Penalty: 2986.197266
	Iteration 46Q: 3 clusters Score -1231747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1231750.750000 Penalty: 2986.197266
	Iteration 47Q: 3 clusters Score -1231751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1231755.750000 Penalty: 2986.197266
	Iteration 48Q: 3 clusters Score -1231756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1231755.375000 Penalty: 2986.197266
	Iteration 49Q: 3 clusters Score -1231755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1231756.375000 Penalty: 2986.197266
	Iteration 50Q: 3 clusters Score -1231756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1231759.750000 Penalty: 2986.197266
	Iteration 51Q: 3 clusters Score -1231760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1231759.250000 Penalty: 2986.197266
	Iteration 52Q: 3 clusters Score -1231759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1231759.500000 Penalty: 2986.197266
	Iteration 53Q: 3 clusters Score -1231760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1231759.500000 Penalty: 2986.197266
	Iteration 54F: 3 clusters Score -1231760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (50628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50628 members 
Entering Unmasked Estep 
Score: -6453559.500000 Penalty: 1760.242310
	Iteration 0F: 2 clusters Score -6453560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -6419726.500000 Penalty: 3520.484619
	Iteration 0F: 3 clusters Score -6419726 nChanged 23614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -6432936.000000 Penalty: 3520.484619
	Iteration 1F: 3 clusters Score -6432936 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -6433278.000000 Penalty: 3520.484619
	Iteration 2Q: 3 clusters Score -6433278 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -6433634.500000 Penalty: 3520.484619
	Iteration 3Q: 3 clusters Score -6433634 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -6434005.000000 Penalty: 3520.484619
	Iteration 4Q: 3 clusters Score -6434005 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -6434416.500000 Penalty: 3520.484619
	Iteration 5Q: 3 clusters Score -6434416 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -6434871.500000 Penalty: 3520.484619
	Iteration 6Q: 3 clusters Score -6434872 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -6435425.500000 Penalty: 3520.484619
	Iteration 7Q: 3 clusters Score -6435426 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -6436207.000000 Penalty: 3520.484619
	Iteration 8Q: 3 clusters Score -6436207 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -6437324.500000 Penalty: 3520.484619
	Iteration 9Q: 3 clusters Score -6437324 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -6439004.000000 Penalty: 3520.484619
	Iteration 10F: 3 clusters Score -6439004 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -6441066.000000 Penalty: 3520.484619
	Iteration 11F: 3 clusters Score -6441066 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -6442717.000000 Penalty: 3520.484619
	Iteration 12F: 3 clusters Score -6442717 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -6443363.000000 Penalty: 3520.484619
	Iteration 13Q: 3 clusters Score -6443363 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -6443585.500000 Penalty: 3520.484619
	Iteration 14Q: 3 clusters Score -6443586 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -6443723.500000 Penalty: 3520.484619
	Iteration 15Q: 3 clusters Score -6443724 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -6443848.500000 Penalty: 3520.484619
	Iteration 16Q: 3 clusters Score -6443848 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -6443969.000000 Penalty: 3520.484619
	Iteration 17Q: 3 clusters Score -6443969 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -6444080.000000 Penalty: 3520.484619
	Iteration 18Q: 3 clusters Score -6444080 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -6444234.500000 Penalty: 3520.484619
	Iteration 19Q: 3 clusters Score -6444234 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -6444365.500000 Penalty: 3520.484619
	Iteration 20F: 3 clusters Score -6444366 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -6444501.500000 Penalty: 3520.484619
	Iteration 21Q: 3 clusters Score -6444502 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -6444678.000000 Penalty: 3520.484619
	Iteration 22Q: 3 clusters Score -6444678 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -6444885.000000 Penalty: 3520.484619
	Iteration 23Q: 3 clusters Score -6444885 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -6445102.500000 Penalty: 3520.484619
	Iteration 24Q: 3 clusters Score -6445102 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -6445341.500000 Penalty: 3520.484619
	Iteration 25Q: 3 clusters Score -6445342 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -6445613.000000 Penalty: 3520.484619
	Iteration 26Q: 3 clusters Score -6445613 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -6445932.000000 Penalty: 3520.484619
	Iteration 27Q: 3 clusters Score -6445932 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -6446313.500000 Penalty: 3520.484619
	Iteration 28Q: 3 clusters Score -6446314 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -6446748.000000 Penalty: 3520.484619
	Iteration 29Q: 3 clusters Score -6446748 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -6447257.500000 Penalty: 3520.484619
	Iteration 30Q: 3 clusters Score -6447258 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -6447715.500000 Penalty: 3520.484619
	Iteration 31Q: 3 clusters Score -6447716 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -6448200.000000 Penalty: 3520.484619
	Iteration 32Q: 3 clusters Score -6448200 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -6448677.500000 Penalty: 3520.484619
	Iteration 33Q: 3 clusters Score -6448678 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -6449152.500000 Penalty: 3520.484619
	Iteration 34Q: 3 clusters Score -6449152 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -6449651.000000 Penalty: 3520.484619
	Iteration 35Q: 3 clusters Score -6449651 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -6450108.500000 Penalty: 3520.484619
	Iteration 36Q: 3 clusters Score -6450108 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47498 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -6450550.000000 Penalty: 3520.484619
	Iteration 37Q: 3 clusters Score -6450550 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48006 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -6450838.000000 Penalty: 3520.484619
	Iteration 38Q: 3 clusters Score -6450838 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48412 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -6451119.000000 Penalty: 3520.484619
	Iteration 39Q: 3 clusters Score -6451119 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48746 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -6451401.500000 Penalty: 3520.484619
	Iteration 40F: 3 clusters Score -6451402 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49027 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -6451583.500000 Penalty: 3520.484619
	Iteration 41Q: 3 clusters Score -6451584 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49254 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -6451731.000000 Penalty: 3520.484619
	Iteration 42Q: 3 clusters Score -6451731 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49404 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -6451845.500000 Penalty: 3520.484619
	Iteration 43Q: 3 clusters Score -6451846 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49535 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -6451930.500000 Penalty: 3520.484619
	Iteration 44Q: 3 clusters Score -6451930 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49643 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -6452014.000000 Penalty: 3520.484619
	Iteration 45Q: 3 clusters Score -6452014 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -6452088.000000 Penalty: 3520.484619
	Iteration 46Q: 3 clusters Score -6452088 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49768 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6452100.500000 Penalty: 3520.484619
	Iteration 47Q: 3 clusters Score -6452100 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49807 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -6452136.500000 Penalty: 3520.484619
	Iteration 48Q: 3 clusters Score -6452136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49832 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6452166.000000 Penalty: 3520.484619
	Iteration 49Q: 3 clusters Score -6452166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6452180.000000 Penalty: 3520.484619
	Iteration 50Q: 3 clusters Score -6452180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49869 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6452195.000000 Penalty: 3520.484619
	Iteration 51Q: 3 clusters Score -6452195 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49881 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6452195.500000 Penalty: 3520.484619
	Iteration 52Q: 3 clusters Score -6452196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49890 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6452205.500000 Penalty: 3520.484619
	Iteration 53Q: 3 clusters Score -6452206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49898 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6452217.000000 Penalty: 3520.484619
	Iteration 54Q: 3 clusters Score -6452217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49902 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6452214.500000 Penalty: 3520.484619
	Iteration 55Q: 3 clusters Score -6452214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6452219.500000 Penalty: 3520.484619
	Iteration 56Q: 3 clusters Score -6452220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49908 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -6452222.000000 Penalty: 3520.484619
	Iteration 57Q: 3 clusters Score -6452222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6452222.000000 Penalty: 3520.484619
	Iteration 58Q: 3 clusters Score -6452222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -6452217.000000 Penalty: 3520.484619
	Iteration 59Q: 3 clusters Score -6452217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6452220.000000 Penalty: 3520.484619
	Iteration 60F: 3 clusters Score -6452220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49927 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6452226.000000 Penalty: 3520.484619
	Iteration 61Q: 3 clusters Score -6452226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6452226.500000 Penalty: 3520.484619
	Iteration 62Q: 3 clusters Score -6452226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -6452226.000000 Penalty: 3520.484619
	Iteration 63Q: 3 clusters Score -6452226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49935 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6452227.500000 Penalty: 3520.484619
	Iteration 64Q: 3 clusters Score -6452228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6452228.500000 Penalty: 3520.484619
	Iteration 65Q: 3 clusters Score -6452228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -6452228.500000 Penalty: 3520.484619
	Iteration 66Q: 3 clusters Score -6452228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -6452228.500000 Penalty: 3520.484619
	Iteration 67F: 3 clusters Score -6452228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Entering Unmasked Estep 
Score: -839473.187500 Penalty: 1432.328613
	Iteration 0F: 2 clusters Score -839473.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -834394.375000 Penalty: 2864.657227
	Iteration 0F: 3 clusters Score -834394.4 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -836282.812500 Penalty: 2864.657227
	Iteration 1F: 3 clusters Score -836282.8 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -837061.562500 Penalty: 2864.657227
	Iteration 2F: 3 clusters Score -837061.6 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -837780.875000 Penalty: 2864.657227
	Iteration 3F: 3 clusters Score -837780.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -838351.562500 Penalty: 2864.657227
	Iteration 4F: 3 clusters Score -838351.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -838735.000000 Penalty: 2864.657227
	Iteration 5F: 3 clusters Score -838735 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -838940.125000 Penalty: 2864.657227
	Iteration 6Q: 3 clusters Score -838940.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -839041.562500 Penalty: 2864.657227
	Iteration 7Q: 3 clusters Score -839041.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -839092.500000 Penalty: 2864.657227
	Iteration 8Q: 3 clusters Score -839092.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -839112.250000 Penalty: 2864.657227
	Iteration 9Q: 3 clusters Score -839112.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -839124.437500 Penalty: 2864.657227
	Iteration 10Q: 3 clusters Score -839124.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -839131.812500 Penalty: 2864.657227
	Iteration 11Q: 3 clusters Score -839131.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -839137.750000 Penalty: 2864.657227
	Iteration 12Q: 3 clusters Score -839137.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -839143.375000 Penalty: 2864.657227
	Iteration 13Q: 3 clusters Score -839143.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -839147.625000 Penalty: 2864.657227
	Iteration 14Q: 3 clusters Score -839147.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -839151.125000 Penalty: 2864.657227
	Iteration 15Q: 3 clusters Score -839151.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -839155.312500 Penalty: 2864.657227
	Iteration 16Q: 3 clusters Score -839155.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -839157.000000 Penalty: 2864.657227
	Iteration 17Q: 3 clusters Score -839157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -839157.437500 Penalty: 2864.657227
	Iteration 18Q: 3 clusters Score -839157.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -839158.062500 Penalty: 2864.657227
	Iteration 19Q: 3 clusters Score -839158.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -839158.062500 Penalty: 2864.657227
	Iteration 20F: 3 clusters Score -839158.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Entering Unmasked Estep 
Score: -65047.566406 Penalty: 1046.912720
	Iteration 0F: 2 clusters Score -65047.57 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 333 members 
Entering Unmasked Estep 
Score: -64003.726562 Penalty: 2093.825439
	Iteration 0F: 3 clusters Score -64003.73 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -64380.835938 Penalty: 2093.825439
	Iteration 1F: 3 clusters Score -64380.84 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -64564.480469 Penalty: 2093.825439
	Iteration 2F: 3 clusters Score -64564.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -64673.085938 Penalty: 2093.825439
	Iteration 3F: 3 clusters Score -64673.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -64709.074219 Penalty: 2093.825439
	Iteration 4Q: 3 clusters Score -64709.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -64730.019531 Penalty: 2093.825439
	Iteration 5Q: 3 clusters Score -64730.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -64743.574219 Penalty: 2093.825439
	Iteration 6Q: 3 clusters Score -64743.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -64749.777344 Penalty: 2093.825439
	Iteration 7Q: 3 clusters Score -64749.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -64751.351562 Penalty: 2093.825439
	Iteration 8Q: 3 clusters Score -64751.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -64751.351562 Penalty: 2093.825439
	Iteration 9F: 3 clusters Score -64751.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (76697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76697 members 
Entering Unmasked Estep 
Score: -9541555.000000 Penalty: 1827.737915
	Iteration 0F: 2 clusters Score -9541555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -9490361.000000 Penalty: 3655.475830
	Iteration 0F: 3 clusters Score -9490361 nChanged 36495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -9512520.000000 Penalty: 3655.475830
	Iteration 1F: 3 clusters Score -9512520 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -9515225.000000 Penalty: 3655.475830
	Iteration 2F: 3 clusters Score -9515225 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52006 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -9519490.000000 Penalty: 3655.475830
	Iteration 3F: 3 clusters Score -9519490 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57763 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -9525208.000000 Penalty: 3655.475830
	Iteration 4F: 3 clusters Score -9525208 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63113 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -9530988.000000 Penalty: 3655.475830
	Iteration 5F: 3 clusters Score -9530988 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66669 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -9535217.000000 Penalty: 3655.475830
	Iteration 6F: 3 clusters Score -9535217 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68466 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -9537632.000000 Penalty: 3655.475830
	Iteration 7Q: 3 clusters Score -9537632 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69363 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -9538605.000000 Penalty: 3655.475830
	Iteration 8Q: 3 clusters Score -9538605 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70024 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -9538997.000000 Penalty: 3655.475830
	Iteration 9Q: 3 clusters Score -9538997 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70560 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -9539265.000000 Penalty: 3655.475830
	Iteration 10Q: 3 clusters Score -9539265 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71007 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -9539481.000000 Penalty: 3655.475830
	Iteration 11Q: 3 clusters Score -9539481 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71421 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -9539615.000000 Penalty: 3655.475830
	Iteration 12Q: 3 clusters Score -9539615 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71803 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -9539808.000000 Penalty: 3655.475830
	Iteration 13Q: 3 clusters Score -9539808 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72132 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -9539885.000000 Penalty: 3655.475830
	Iteration 14Q: 3 clusters Score -9539885 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72410 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -9539955.000000 Penalty: 3655.475830
	Iteration 15Q: 3 clusters Score -9539955 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72652 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -9540060.000000 Penalty: 3655.475830
	Iteration 16Q: 3 clusters Score -9540060 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72843 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -9540126.000000 Penalty: 3655.475830
	Iteration 17Q: 3 clusters Score -9540126 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73027 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -9540157.000000 Penalty: 3655.475830
	Iteration 18Q: 3 clusters Score -9540157 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73200 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -9540217.000000 Penalty: 3655.475830
	Iteration 19Q: 3 clusters Score -9540217 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73357 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -9540264.000000 Penalty: 3655.475830
	Iteration 20F: 3 clusters Score -9540264 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73484 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -9540310.000000 Penalty: 3655.475830
	Iteration 21Q: 3 clusters Score -9540310 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73606 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -9540310.000000 Penalty: 3655.475830
	Iteration 22Q: 3 clusters Score -9540310 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73710 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -9540340.000000 Penalty: 3655.475830
	Iteration 23Q: 3 clusters Score -9540340 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73789 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -9540348.000000 Penalty: 3655.475830
	Iteration 24Q: 3 clusters Score -9540348 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73860 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -9540371.000000 Penalty: 3655.475830
	Iteration 25Q: 3 clusters Score -9540371 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73923 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -9540376.000000 Penalty: 3655.475830
	Iteration 26Q: 3 clusters Score -9540376 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73977 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -9540395.000000 Penalty: 3655.475830
	Iteration 27Q: 3 clusters Score -9540395 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74014 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -9540394.000000 Penalty: 3655.475830
	Iteration 28Q: 3 clusters Score -9540394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74041 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -9540382.000000 Penalty: 3655.475830
	Iteration 29Q: 3 clusters Score -9540382 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74075 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -9540370.000000 Penalty: 3655.475830
	Iteration 30Q: 3 clusters Score -9540370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74097 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -9540366.000000 Penalty: 3655.475830
	Iteration 31Q: 3 clusters Score -9540366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74113 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -9540380.000000 Penalty: 3655.475830
	Iteration 32Q: 3 clusters Score -9540380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74134 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -9540381.000000 Penalty: 3655.475830
	Iteration 33Q: 3 clusters Score -9540381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74152 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -9540379.000000 Penalty: 3655.475830
	Iteration 34Q: 3 clusters Score -9540379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74168 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -9540379.000000 Penalty: 3655.475830
	Iteration 35Q: 3 clusters Score -9540379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74181 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -9540376.000000 Penalty: 3655.475830
	Iteration 36Q: 3 clusters Score -9540376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74193 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -9540383.000000 Penalty: 3655.475830
	Iteration 37Q: 3 clusters Score -9540383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74206 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -9540378.000000 Penalty: 3655.475830
	Iteration 38Q: 3 clusters Score -9540378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74220 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -9540375.000000 Penalty: 3655.475830
	Iteration 39Q: 3 clusters Score -9540375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74235 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -9540378.000000 Penalty: 3655.475830
	Iteration 40F: 3 clusters Score -9540378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74256 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -9540372.000000 Penalty: 3655.475830
	Iteration 41Q: 3 clusters Score -9540372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74277 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -9540372.000000 Penalty: 3655.475830
	Iteration 42Q: 3 clusters Score -9540372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74301 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -9540389.000000 Penalty: 3655.475830
	Iteration 43Q: 3 clusters Score -9540389 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74329 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -9540385.000000 Penalty: 3655.475830
	Iteration 44Q: 3 clusters Score -9540385 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74360 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -9540401.000000 Penalty: 3655.475830
	Iteration 45Q: 3 clusters Score -9540401 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74394 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -9540404.000000 Penalty: 3655.475830
	Iteration 46Q: 3 clusters Score -9540404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74409 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -9540405.000000 Penalty: 3655.475830
	Iteration 47Q: 3 clusters Score -9540405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74427 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -9540410.000000 Penalty: 3655.475830
	Iteration 48Q: 3 clusters Score -9540410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74449 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -9540414.000000 Penalty: 3655.475830
	Iteration 49Q: 3 clusters Score -9540414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74470 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -9540418.000000 Penalty: 3655.475830
	Iteration 50Q: 3 clusters Score -9540418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74488 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -9540424.000000 Penalty: 3655.475830
	Iteration 51Q: 3 clusters Score -9540424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74501 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -9540435.000000 Penalty: 3655.475830
	Iteration 52Q: 3 clusters Score -9540435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74509 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -9540441.000000 Penalty: 3655.475830
	Iteration 53Q: 3 clusters Score -9540441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74519 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -9540432.000000 Penalty: 3655.475830
	Iteration 54Q: 3 clusters Score -9540432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74527 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -9540439.000000 Penalty: 3655.475830
	Iteration 55Q: 3 clusters Score -9540439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74535 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -9540427.000000 Penalty: 3655.475830
	Iteration 56Q: 3 clusters Score -9540427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74542 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -9540429.000000 Penalty: 3655.475830
	Iteration 57Q: 3 clusters Score -9540429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74549 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -9540426.000000 Penalty: 3655.475830
	Iteration 58Q: 3 clusters Score -9540426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74556 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -9540435.000000 Penalty: 3655.475830
	Iteration 59Q: 3 clusters Score -9540435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74563 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -9540437.000000 Penalty: 3655.475830
	Iteration 60F: 3 clusters Score -9540437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74572 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -9540447.000000 Penalty: 3655.475830
	Iteration 61Q: 3 clusters Score -9540447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74580 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -9540451.000000 Penalty: 3655.475830
	Iteration 62Q: 3 clusters Score -9540451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74586 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -9540444.000000 Penalty: 3655.475830
	Iteration 63Q: 3 clusters Score -9540444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74592 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -9540453.000000 Penalty: 3655.475830
	Iteration 64Q: 3 clusters Score -9540453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74599 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -9540449.000000 Penalty: 3655.475830
	Iteration 65Q: 3 clusters Score -9540449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74603 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -9540450.000000 Penalty: 3655.475830
	Iteration 66Q: 3 clusters Score -9540450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74606 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -9540447.000000 Penalty: 3655.475830
	Iteration 67Q: 3 clusters Score -9540447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74606 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -9540447.000000 Penalty: 3655.475830
	Iteration 68F: 3 clusters Score -9540447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (98584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98584 members 
Entering Unmasked Estep 
Score: -12354293.000000 Penalty: 1868.532837
	Iteration 0F: 2 clusters Score -1.235429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49279 members 
Mstep: Class 2 contains 49305 members 
Entering Unmasked Estep 
Score: -12290248.000000 Penalty: 3737.065674
	Iteration 0F: 3 clusters Score -1.229025e+07 nChanged 47166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -12318971.000000 Penalty: 3737.065674
	Iteration 1F: 3 clusters Score -1.231897e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -12320494.000000 Penalty: 3737.065674
	Iteration 2Q: 3 clusters Score -1.232049e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46583 members 
Mstep: Class 2 contains 52001 members 
Entering Unmasked Estep 
Score: -12322407.000000 Penalty: 3737.065674
	Iteration 3Q: 3 clusters Score -1.232241e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 54013 members 
Entering Unmasked Estep 
Score: -12325138.000000 Penalty: 3737.065674
	Iteration 4F: 3 clusters Score -1.232514e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 56877 members 
Entering Unmasked Estep 
Score: -12328819.000000 Penalty: 3737.065674
	Iteration 5F: 3 clusters Score -1.232882e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 60186 members 
Entering Unmasked Estep 
Score: -12333611.000000 Penalty: 3737.065674
	Iteration 6F: 3 clusters Score -1.233361e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 63215 members 
Entering Unmasked Estep 
Score: -12338276.000000 Penalty: 3737.065674
	Iteration 7F: 3 clusters Score -1.233828e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 65734 members 
Entering Unmasked Estep 
Score: -12341348.000000 Penalty: 3737.065674
	Iteration 8F: 3 clusters Score -1.234135e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 67679 members 
Entering Unmasked Estep 
Score: -12342808.000000 Penalty: 3737.065674
	Iteration 9Q: 3 clusters Score -1.234281e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 69451 members 
Entering Unmasked Estep 
Score: -12343667.000000 Penalty: 3737.065674
	Iteration 10Q: 3 clusters Score -1.234367e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 71171 members 
Entering Unmasked Estep 
Score: -12344367.000000 Penalty: 3737.065674
	Iteration 11Q: 3 clusters Score -1.234437e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 72824 members 
Entering Unmasked Estep 
Score: -12344960.000000 Penalty: 3737.065674
	Iteration 12Q: 3 clusters Score -1.234496e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 74398 members 
Entering Unmasked Estep 
Score: -12345672.000000 Penalty: 3737.065674
	Iteration 13Q: 3 clusters Score -1.234567e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 75950 members 
Entering Unmasked Estep 
Score: -12346285.000000 Penalty: 3737.065674
	Iteration 14Q: 3 clusters Score -1.234628e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 77436 members 
Entering Unmasked Estep 
Score: -12346925.000000 Penalty: 3737.065674
	Iteration 15Q: 3 clusters Score -1.234692e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 78861 members 
Entering Unmasked Estep 
Score: -12347514.000000 Penalty: 3737.065674
	Iteration 16Q: 3 clusters Score -1.234751e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 80302 members 
Entering Unmasked Estep 
Score: -12348092.000000 Penalty: 3737.065674
	Iteration 17Q: 3 clusters Score -1.234809e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 81657 members 
Entering Unmasked Estep 
Score: -12348620.000000 Penalty: 3737.065674
	Iteration 18Q: 3 clusters Score -1.234862e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 83009 members 
Entering Unmasked Estep 
Score: -12349124.000000 Penalty: 3737.065674
	Iteration 19Q: 3 clusters Score -1.234912e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 84235 members 
Entering Unmasked Estep 
Score: -12349536.000000 Penalty: 3737.065674
	Iteration 20F: 3 clusters Score -1.234954e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 85427 members 
Entering Unmasked Estep 
Score: -12350037.000000 Penalty: 3737.065674
	Iteration 21Q: 3 clusters Score -1.235004e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 86560 members 
Entering Unmasked Estep 
Score: -12350486.000000 Penalty: 3737.065674
	Iteration 22Q: 3 clusters Score -1.235049e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 87692 members 
Entering Unmasked Estep 
Score: -12350877.000000 Penalty: 3737.065674
	Iteration 23Q: 3 clusters Score -1.235088e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 88734 members 
Entering Unmasked Estep 
Score: -12351388.000000 Penalty: 3737.065674
	Iteration 24Q: 3 clusters Score -1.235139e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 89706 members 
Entering Unmasked Estep 
Score: -12351805.000000 Penalty: 3737.065674
	Iteration 25Q: 3 clusters Score -1.23518e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 90655 members 
Entering Unmasked Estep 
Score: -12352164.000000 Penalty: 3737.065674
	Iteration 26Q: 3 clusters Score -1.235216e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 91619 members 
Entering Unmasked Estep 
Score: -12352567.000000 Penalty: 3737.065674
	Iteration 27Q: 3 clusters Score -1.235257e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 92478 members 
Entering Unmasked Estep 
Score: -12352920.000000 Penalty: 3737.065674
	Iteration 28Q: 3 clusters Score -1.235292e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 93298 members 
Entering Unmasked Estep 
Score: -12353161.000000 Penalty: 3737.065674
	Iteration 29Q: 3 clusters Score -1.235316e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 94025 members 
Entering Unmasked Estep 
Score: -12353397.000000 Penalty: 3737.065674
	Iteration 30Q: 3 clusters Score -1.23534e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 94672 members 
Entering Unmasked Estep 
Score: -12353483.000000 Penalty: 3737.065674
	Iteration 31Q: 3 clusters Score -1.235348e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 95184 members 
Entering Unmasked Estep 
Score: -12353490.000000 Penalty: 3737.065674
	Iteration 32Q: 3 clusters Score -1.235349e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 95618 members 
Entering Unmasked Estep 
Score: -12353517.000000 Penalty: 3737.065674
	Iteration 33Q: 3 clusters Score -1.235352e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 95983 members 
Entering Unmasked Estep 
Score: -12353550.000000 Penalty: 3737.065674
	Iteration 34Q: 3 clusters Score -1.235355e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 96279 members 
Entering Unmasked Estep 
Score: -12353509.000000 Penalty: 3737.065674
	Iteration 35Q: 3 clusters Score -1.235351e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 96514 members 
Entering Unmasked Estep 
Score: -12353428.000000 Penalty: 3737.065674
	Iteration 36Q: 3 clusters Score -1.235343e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 96724 members 
Entering Unmasked Estep 
Score: -12353483.000000 Penalty: 3737.065674
	Iteration 37Q: 3 clusters Score -1.235348e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 96891 members 
Entering Unmasked Estep 
Score: -12353454.000000 Penalty: 3737.065674
	Iteration 38Q: 3 clusters Score -1.235345e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 97007 members 
Entering Unmasked Estep 
Score: -12353427.000000 Penalty: 3737.065674
	Iteration 39Q: 3 clusters Score -1.235343e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 97107 members 
Entering Unmasked Estep 
Score: -12353421.000000 Penalty: 3737.065674
	Iteration 40F: 3 clusters Score -1.235342e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 97182 members 
Entering Unmasked Estep 
Score: -12353413.000000 Penalty: 3737.065674
	Iteration 41Q: 3 clusters Score -1.235341e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 97265 members 
Entering Unmasked Estep 
Score: -12353393.000000 Penalty: 3737.065674
	Iteration 42Q: 3 clusters Score -1.235339e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 97329 members 
Entering Unmasked Estep 
Score: -12353398.000000 Penalty: 3737.065674
	Iteration 43Q: 3 clusters Score -1.23534e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 97381 members 
Entering Unmasked Estep 
Score: -12353397.000000 Penalty: 3737.065674
	Iteration 44Q: 3 clusters Score -1.23534e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 97422 members 
Entering Unmasked Estep 
Score: -12353389.000000 Penalty: 3737.065674
	Iteration 45Q: 3 clusters Score -1.235339e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 97452 members 
Entering Unmasked Estep 
Score: -12353383.000000 Penalty: 3737.065674
	Iteration 46Q: 3 clusters Score -1.235338e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 97474 members 
Entering Unmasked Estep 
Score: -12353354.000000 Penalty: 3737.065674
	Iteration 47Q: 3 clusters Score -1.235335e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 97494 members 
Entering Unmasked Estep 
Score: -12353355.000000 Penalty: 3737.065674
	Iteration 48Q: 3 clusters Score -1.235336e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 97514 members 
Entering Unmasked Estep 
Score: -12353328.000000 Penalty: 3737.065674
	Iteration 49Q: 3 clusters Score -1.235333e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 97532 members 
Entering Unmasked Estep 
Score: -12353329.000000 Penalty: 3737.065674
	Iteration 50Q: 3 clusters Score -1.235333e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 97550 members 
Entering Unmasked Estep 
Score: -12353331.000000 Penalty: 3737.065674
	Iteration 51Q: 3 clusters Score -1.235333e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 97561 members 
Entering Unmasked Estep 
Score: -12353338.000000 Penalty: 3737.065674
	Iteration 52Q: 3 clusters Score -1.235334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 97573 members 
Entering Unmasked Estep 
Score: -12353352.000000 Penalty: 3737.065674
	Iteration 53Q: 3 clusters Score -1.235335e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 97589 members 
Entering Unmasked Estep 
Score: -12353347.000000 Penalty: 3737.065674
	Iteration 54Q: 3 clusters Score -1.235335e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 97608 members 
Entering Unmasked Estep 
Score: -12353347.000000 Penalty: 3737.065674
	Iteration 55Q: 3 clusters Score -1.235335e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 97622 members 
Entering Unmasked Estep 
Score: -12353338.000000 Penalty: 3737.065674
	Iteration 56Q: 3 clusters Score -1.235334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 97631 members 
Entering Unmasked Estep 
Score: -12353334.000000 Penalty: 3737.065674
	Iteration 57Q: 3 clusters Score -1.235333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 97637 members 
Entering Unmasked Estep 
Score: -12353315.000000 Penalty: 3737.065674
	Iteration 58Q: 3 clusters Score -1.235332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 97639 members 
Entering Unmasked Estep 
Score: -12353318.000000 Penalty: 3737.065674
	Iteration 59Q: 3 clusters Score -1.235332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 97642 members 
Entering Unmasked Estep 
Score: -12353325.000000 Penalty: 3737.065674
	Iteration 60F: 3 clusters Score -1.235332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 97644 members 
Entering Unmasked Estep 
Score: -12353324.000000 Penalty: 3737.065674
	Iteration 61Q: 3 clusters Score -1.235332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 97649 members 
Entering Unmasked Estep 
Score: -12353312.000000 Penalty: 3737.065674
	Iteration 62Q: 3 clusters Score -1.235331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 97656 members 
Entering Unmasked Estep 
Score: -12353315.000000 Penalty: 3737.065674
	Iteration 63Q: 3 clusters Score -1.235332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 97660 members 
Entering Unmasked Estep 
Score: -12353304.000000 Penalty: 3737.065674
	Iteration 64Q: 3 clusters Score -1.23533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 97662 members 
Entering Unmasked Estep 
Score: -12353290.000000 Penalty: 3737.065674
	Iteration 65Q: 3 clusters Score -1.235329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 97664 members 
Entering Unmasked Estep 
Score: -12353299.000000 Penalty: 3737.065674
	Iteration 66Q: 3 clusters Score -1.23533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 97665 members 
Entering Unmasked Estep 
Score: -12353299.000000 Penalty: 3737.065674
	Iteration 67Q: 3 clusters Score -1.23533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 97665 members 
Entering Unmasked Estep 
Score: -12353299.000000 Penalty: 3737.065674
	Iteration 68F: 3 clusters Score -1.23533e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (75480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75480 members 
Entering Unmasked Estep 
Score: -9558438.000000 Penalty: 1825.138672
	Iteration 0F: 2 clusters Score -9558438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -9508547.000000 Penalty: 3650.277344
	Iteration 0F: 3 clusters Score -9508547 nChanged 35919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -9528722.000000 Penalty: 3650.277344
	Iteration 1F: 3 clusters Score -9528722 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -9529191.000000 Penalty: 3650.277344
	Iteration 2Q: 3 clusters Score -9529191 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -9529730.000000 Penalty: 3650.277344
	Iteration 3Q: 3 clusters Score -9529730 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -9530346.000000 Penalty: 3650.277344
	Iteration 4Q: 3 clusters Score -9530346 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -9531021.000000 Penalty: 3650.277344
	Iteration 5Q: 3 clusters Score -9531021 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -9531748.000000 Penalty: 3650.277344
	Iteration 6Q: 3 clusters Score -9531748 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 39765 members 
Entering Unmasked Estep 
Score: -9532663.000000 Penalty: 3650.277344
	Iteration 7Q: 3 clusters Score -9532663 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -9533994.000000 Penalty: 3650.277344
	Iteration 8Q: 3 clusters Score -9533994 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -9536160.000000 Penalty: 3650.277344
	Iteration 9Q: 3 clusters Score -9536160 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -9538830.000000 Penalty: 3650.277344
	Iteration 10F: 3 clusters Score -9538830 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -9542071.000000 Penalty: 3650.277344
	Iteration 11F: 3 clusters Score -9542071 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -9544591.000000 Penalty: 3650.277344
	Iteration 12F: 3 clusters Score -9544591 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -9545905.000000 Penalty: 3650.277344
	Iteration 13Q: 3 clusters Score -9545905 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 46605 members 
Entering Unmasked Estep 
Score: -9546379.000000 Penalty: 3650.277344
	Iteration 14Q: 3 clusters Score -9546379 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 47133 members 
Entering Unmasked Estep 
Score: -9546596.000000 Penalty: 3650.277344
	Iteration 15Q: 3 clusters Score -9546596 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -9546754.000000 Penalty: 3650.277344
	Iteration 16Q: 3 clusters Score -9546754 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 48185 members 
Entering Unmasked Estep 
Score: -9546894.000000 Penalty: 3650.277344
	Iteration 17Q: 3 clusters Score -9546894 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -9547022.000000 Penalty: 3650.277344
	Iteration 18Q: 3 clusters Score -9547022 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -9547156.000000 Penalty: 3650.277344
	Iteration 19Q: 3 clusters Score -9547156 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 49874 members 
Entering Unmasked Estep 
Score: -9547318.000000 Penalty: 3650.277344
	Iteration 20F: 3 clusters Score -9547318 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 50492 members 
Entering Unmasked Estep 
Score: -9547463.000000 Penalty: 3650.277344
	Iteration 21Q: 3 clusters Score -9547463 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 51113 members 
Entering Unmasked Estep 
Score: -9547609.000000 Penalty: 3650.277344
	Iteration 22Q: 3 clusters Score -9547609 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 51789 members 
Entering Unmasked Estep 
Score: -9547770.000000 Penalty: 3650.277344
	Iteration 23Q: 3 clusters Score -9547770 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 52452 members 
Entering Unmasked Estep 
Score: -9547974.000000 Penalty: 3650.277344
	Iteration 24Q: 3 clusters Score -9547974 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 53145 members 
Entering Unmasked Estep 
Score: -9548224.000000 Penalty: 3650.277344
	Iteration 25Q: 3 clusters Score -9548224 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 53837 members 
Entering Unmasked Estep 
Score: -9548479.000000 Penalty: 3650.277344
	Iteration 26Q: 3 clusters Score -9548479 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -9548686.000000 Penalty: 3650.277344
	Iteration 27Q: 3 clusters Score -9548686 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 55298 members 
Entering Unmasked Estep 
Score: -9548887.000000 Penalty: 3650.277344
	Iteration 28Q: 3 clusters Score -9548887 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 56048 members 
Entering Unmasked Estep 
Score: -9549154.000000 Penalty: 3650.277344
	Iteration 29Q: 3 clusters Score -9549154 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 56878 members 
Entering Unmasked Estep 
Score: -9549402.000000 Penalty: 3650.277344
	Iteration 30Q: 3 clusters Score -9549402 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 57757 members 
Entering Unmasked Estep 
Score: -9549705.000000 Penalty: 3650.277344
	Iteration 31Q: 3 clusters Score -9549705 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 58609 members 
Entering Unmasked Estep 
Score: -9549938.000000 Penalty: 3650.277344
	Iteration 32Q: 3 clusters Score -9549938 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 59442 members 
Entering Unmasked Estep 
Score: -9550231.000000 Penalty: 3650.277344
	Iteration 33Q: 3 clusters Score -9550231 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 60281 members 
Entering Unmasked Estep 
Score: -9550552.000000 Penalty: 3650.277344
	Iteration 34Q: 3 clusters Score -9550552 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 61149 members 
Entering Unmasked Estep 
Score: -9550854.000000 Penalty: 3650.277344
	Iteration 35Q: 3 clusters Score -9550854 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 62075 members 
Entering Unmasked Estep 
Score: -9551230.000000 Penalty: 3650.277344
	Iteration 36Q: 3 clusters Score -9551230 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 62984 members 
Entering Unmasked Estep 
Score: -9551584.000000 Penalty: 3650.277344
	Iteration 37Q: 3 clusters Score -9551584 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 63872 members 
Entering Unmasked Estep 
Score: -9551900.000000 Penalty: 3650.277344
	Iteration 38Q: 3 clusters Score -9551900 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 64774 members 
Entering Unmasked Estep 
Score: -9552346.000000 Penalty: 3650.277344
	Iteration 39Q: 3 clusters Score -9552346 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 65724 members 
Entering Unmasked Estep 
Score: -9552747.000000 Penalty: 3650.277344
	Iteration 40F: 3 clusters Score -9552747 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 66678 members 
Entering Unmasked Estep 
Score: -9553130.000000 Penalty: 3650.277344
	Iteration 41Q: 3 clusters Score -9553130 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 67582 members 
Entering Unmasked Estep 
Score: -9553538.000000 Penalty: 3650.277344
	Iteration 42Q: 3 clusters Score -9553538 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 68449 members 
Entering Unmasked Estep 
Score: -9553927.000000 Penalty: 3650.277344
	Iteration 43Q: 3 clusters Score -9553927 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 69243 members 
Entering Unmasked Estep 
Score: -9554295.000000 Penalty: 3650.277344
	Iteration 44Q: 3 clusters Score -9554295 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 70000 members 
Entering Unmasked Estep 
Score: -9554643.000000 Penalty: 3650.277344
	Iteration 45Q: 3 clusters Score -9554643 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 70695 members 
Entering Unmasked Estep 
Score: -9554941.000000 Penalty: 3650.277344
	Iteration 46Q: 3 clusters Score -9554941 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 71340 members 
Entering Unmasked Estep 
Score: -9555273.000000 Penalty: 3650.277344
	Iteration 47Q: 3 clusters Score -9555273 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 71892 members 
Entering Unmasked Estep 
Score: -9555508.000000 Penalty: 3650.277344
	Iteration 48Q: 3 clusters Score -9555508 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 72342 members 
Entering Unmasked Estep 
Score: -9555735.000000 Penalty: 3650.277344
	Iteration 49Q: 3 clusters Score -9555735 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 72753 members 
Entering Unmasked Estep 
Score: -9555918.000000 Penalty: 3650.277344
	Iteration 50Q: 3 clusters Score -9555918 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 73091 members 
Entering Unmasked Estep 
Score: -9556042.000000 Penalty: 3650.277344
	Iteration 51Q: 3 clusters Score -9556042 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 73385 members 
Entering Unmasked Estep 
Score: -9556179.000000 Penalty: 3650.277344
	Iteration 52Q: 3 clusters Score -9556179 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 73604 members 
Entering Unmasked Estep 
Score: -9556294.000000 Penalty: 3650.277344
	Iteration 53Q: 3 clusters Score -9556294 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 73778 members 
Entering Unmasked Estep 
Score: -9556350.000000 Penalty: 3650.277344
	Iteration 54Q: 3 clusters Score -9556350 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 73933 members 
Entering Unmasked Estep 
Score: -9556422.000000 Penalty: 3650.277344
	Iteration 55Q: 3 clusters Score -9556422 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 74075 members 
Entering Unmasked Estep 
Score: -9556506.000000 Penalty: 3650.277344
	Iteration 56Q: 3 clusters Score -9556506 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 74179 members 
Entering Unmasked Estep 
Score: -9556529.000000 Penalty: 3650.277344
	Iteration 57Q: 3 clusters Score -9556529 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 74260 members 
Entering Unmasked Estep 
Score: -9556578.000000 Penalty: 3650.277344
	Iteration 58Q: 3 clusters Score -9556578 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 74347 members 
Entering Unmasked Estep 
Score: -9556620.000000 Penalty: 3650.277344
	Iteration 59Q: 3 clusters Score -9556620 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 74418 members 
Entering Unmasked Estep 
Score: -9556659.000000 Penalty: 3650.277344
	Iteration 60F: 3 clusters Score -9556659 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 74495 members 
Entering Unmasked Estep 
Score: -9556679.000000 Penalty: 3650.277344
	Iteration 61Q: 3 clusters Score -9556679 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 74551 members 
Entering Unmasked Estep 
Score: -9556703.000000 Penalty: 3650.277344
	Iteration 62Q: 3 clusters Score -9556703 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 74593 members 
Entering Unmasked Estep 
Score: -9556732.000000 Penalty: 3650.277344
	Iteration 63Q: 3 clusters Score -9556732 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 74634 members 
Entering Unmasked Estep 
Score: -9556753.000000 Penalty: 3650.277344
	Iteration 64Q: 3 clusters Score -9556753 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 74677 members 
Entering Unmasked Estep 
Score: -9556772.000000 Penalty: 3650.277344
	Iteration 65Q: 3 clusters Score -9556772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 74707 members 
Entering Unmasked Estep 
Score: -9556777.000000 Penalty: 3650.277344
	Iteration 66Q: 3 clusters Score -9556777 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 74737 members 
Entering Unmasked Estep 
Score: -9556810.000000 Penalty: 3650.277344
	Iteration 67Q: 3 clusters Score -9556810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 74761 members 
Entering Unmasked Estep 
Score: -9556822.000000 Penalty: 3650.277344
	Iteration 68Q: 3 clusters Score -9556822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 74790 members 
Entering Unmasked Estep 
Score: -9556842.000000 Penalty: 3650.277344
	Iteration 69Q: 3 clusters Score -9556842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 74816 members 
Entering Unmasked Estep 
Score: -9556870.000000 Penalty: 3650.277344
	Iteration 70Q: 3 clusters Score -9556870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 74836 members 
Entering Unmasked Estep 
Score: -9556878.000000 Penalty: 3650.277344
	Iteration 71Q: 3 clusters Score -9556878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 74863 members 
Entering Unmasked Estep 
Score: -9556877.000000 Penalty: 3650.277344
	Iteration 72Q: 3 clusters Score -9556877 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 74886 members 
Entering Unmasked Estep 
Score: -9556902.000000 Penalty: 3650.277344
	Iteration 73Q: 3 clusters Score -9556902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 74900 members 
Entering Unmasked Estep 
Score: -9556909.000000 Penalty: 3650.277344
	Iteration 74Q: 3 clusters Score -9556909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 74912 members 
Entering Unmasked Estep 
Score: -9556917.000000 Penalty: 3650.277344
	Iteration 75Q: 3 clusters Score -9556917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 74923 members 
Entering Unmasked Estep 
Score: -9556923.000000 Penalty: 3650.277344
	Iteration 76Q: 3 clusters Score -9556923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 74934 members 
Entering Unmasked Estep 
Score: -9556933.000000 Penalty: 3650.277344
	Iteration 77Q: 3 clusters Score -9556933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 74943 members 
Entering Unmasked Estep 
Score: -9556934.000000 Penalty: 3650.277344
	Iteration 78Q: 3 clusters Score -9556934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 74953 members 
Entering Unmasked Estep 
Score: -9556945.000000 Penalty: 3650.277344
	Iteration 79Q: 3 clusters Score -9556945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 74956 members 
Entering Unmasked Estep 
Score: -9556950.000000 Penalty: 3650.277344
	Iteration 80F: 3 clusters Score -9556950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 74957 members 
Entering Unmasked Estep 
Score: -9556955.000000 Penalty: 3650.277344
	Iteration 81Q: 3 clusters Score -9556955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 74959 members 
Entering Unmasked Estep 
Score: -9556954.000000 Penalty: 3650.277344
	Iteration 82Q: 3 clusters Score -9556954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 74960 members 
Entering Unmasked Estep 
Score: -9556956.000000 Penalty: 3650.277344
	Iteration 83Q: 3 clusters Score -9556956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 74961 members 
Entering Unmasked Estep 
Score: -9556957.000000 Penalty: 3650.277344
	Iteration 84Q: 3 clusters Score -9556957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 74962 members 
Entering Unmasked Estep 
Score: -9556959.000000 Penalty: 3650.277344
	Iteration 85Q: 3 clusters Score -9556959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 74962 members 
Entering Unmasked Estep 
Score: -9556959.000000 Penalty: 3650.277344
	Iteration 86F: 3 clusters Score -9556959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -45472.488281 Penalty: 1000.852966
	Iteration 0F: 2 clusters Score -45472.49 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 225 members 
Entering Unmasked Estep 
Score: -44518.113281 Penalty: 2001.705933
	Iteration 0F: 3 clusters Score -44518.11 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44824.402344 Penalty: 2001.705933
	Iteration 1F: 3 clusters Score -44824.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -44905.484375 Penalty: 2001.705933
	Iteration 2F: 3 clusters Score -44905.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44950.769531 Penalty: 2001.705933
	Iteration 3Q: 3 clusters Score -44950.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -44975.363281 Penalty: 2001.705933
	Iteration 4Q: 3 clusters Score -44975.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -45003.773438 Penalty: 2001.705933
	Iteration 5Q: 3 clusters Score -45003.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45026.484375 Penalty: 2001.705933
	Iteration 6Q: 3 clusters Score -45026.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -45035.789062 Penalty: 2001.705933
	Iteration 7Q: 3 clusters Score -45035.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -45049.453125 Penalty: 2001.705933
	Iteration 8Q: 3 clusters Score -45049.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -45061.414062 Penalty: 2001.705933
	Iteration 9Q: 3 clusters Score -45061.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -45064.460938 Penalty: 2001.705933
	Iteration 10Q: 3 clusters Score -45064.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45067.304688 Penalty: 2001.705933
	Iteration 11Q: 3 clusters Score -45067.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -45070.921875 Penalty: 2001.705933
	Iteration 12Q: 3 clusters Score -45070.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -45072.949219 Penalty: 2001.705933
	Iteration 13Q: 3 clusters Score -45072.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45076.296875 Penalty: 2001.705933
	Iteration 14Q: 3 clusters Score -45076.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45076.296875 Penalty: 2001.705933
	Iteration 15F: 3 clusters Score -45076.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -18189.689453 Penalty: 927.944336
	Iteration 0F: 2 clusters Score -18189.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17495.304688 Penalty: 1855.888672
	Iteration 0F: 3 clusters Score -17495.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17791.750000 Penalty: 1855.888672
	Iteration 1F: 3 clusters Score -17791.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17900.802734 Penalty: 1855.888672
	Iteration 2F: 3 clusters Score -17900.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18108.867188 Penalty: 1855.888672
	Iteration 3F: 3 clusters Score -18108.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18270.900391 Penalty: 1855.888672
	Iteration 4F: 3 clusters Score -18270.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18324.437500 Penalty: 1855.888672
	Iteration 5Q: 3 clusters Score -18324.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18357.146484 Penalty: 1855.888672
	Iteration 6Q: 3 clusters Score -18357.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18383.763672 Penalty: 1855.888672
	Iteration 7Q: 3 clusters Score -18383.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18385.912109 Penalty: 1855.888672
	Iteration 8Q: 3 clusters Score -18385.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18386.396484 Penalty: 1855.888672
	Iteration 9Q: 3 clusters Score -18386.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18386.396484 Penalty: 1855.888672
	Iteration 10F: 3 clusters Score -18386.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22099 members 
Mstep: Class 4 contains 16113 members 
Mstep: Class 5 contains 9897 members 
Mstep: Class 6 contains 6740 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 4545 members 
Mstep: Class 10 contains 1419 members 
Mstep: Class 11 contains 13927 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 40738 members 
Mstep: Class 14 contains 45455 members 
Mstep: Class 15 contains 9288 members 
Mstep: Class 16 contains 8602 members 
Mstep: Class 17 contains 108465 members 
Mstep: Class 18 contains 3493 members 
Mstep: Class 19 contains 9782 members 
Mstep: Class 20 contains 50628 members 
Mstep: Class 21 contains 6730 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 76697 members 
Mstep: Class 24 contains 98584 members 
Mstep: Class 25 contains 75480 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 155 members 
Mstep: Class 28 contains 104969 members 
Mstep: Class 29 contains 4875 members 
Mstep: Class 30 contains 76791 members 
Mstep: Class 31 contains 93228 members 
Mstep: Class 32 contains 3158 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9509 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 2161 members 
Mstep: Class 39 contains 472 members 
Mstep: Class 40 contains 147 members 
Entering Unmasked Estep 
Score: -111768256.000000 Penalty: 89247.812500
Splitting cluster 27 changes total score from -111769280.000000 to -111768256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (104969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104969 members 
Entering Unmasked Estep 
Score: -13122401.000000 Penalty: 1878.730835
	Iteration 0F: 2 clusters Score -1.31224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52737 members 
Mstep: Class 2 contains 52232 members 
Entering Unmasked Estep 
Score: -13055071.000000 Penalty: 3757.461670
	Iteration 0F: 3 clusters Score -1.305507e+07 nChanged 50116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55511 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -13084921.000000 Penalty: 3757.461670
	Iteration 1F: 3 clusters Score -1.308492e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57506 members 
Mstep: Class 2 contains 47463 members 
Entering Unmasked Estep 
Score: -13086487.000000 Penalty: 3757.461670
	Iteration 2Q: 3 clusters Score -1.308649e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60379 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -13088673.000000 Penalty: 3757.461670
	Iteration 3Q: 3 clusters Score -1.308867e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64104 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -13091663.000000 Penalty: 3757.461670
	Iteration 4Q: 3 clusters Score -1.309166e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68741 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -13095528.000000 Penalty: 3757.461670
	Iteration 5F: 3 clusters Score -1.309553e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74153 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -13100065.000000 Penalty: 3757.461670
	Iteration 6F: 3 clusters Score -1.310006e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80099 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -13105133.000000 Penalty: 3757.461670
	Iteration 7F: 3 clusters Score -1.310513e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85801 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -13109589.000000 Penalty: 3757.461670
	Iteration 8F: 3 clusters Score -1.310959e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90846 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -13113703.000000 Penalty: 3757.461670
	Iteration 9F: 3 clusters Score -1.31137e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94779 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -13117686.000000 Penalty: 3757.461670
	Iteration 10Q: 3 clusters Score -1.311769e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97766 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -13120139.000000 Penalty: 3757.461670
	Iteration 11Q: 3 clusters Score -1.312014e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99801 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -13121352.000000 Penalty: 3757.461670
	Iteration 12Q: 3 clusters Score -1.312135e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101098 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -13121923.000000 Penalty: 3757.461670
	Iteration 13Q: 3 clusters Score -1.312192e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101885 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -13122268.000000 Penalty: 3757.461670
	Iteration 14Q: 3 clusters Score -1.312227e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102382 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -13122412.000000 Penalty: 3757.461670
	Iteration 15Q: 3 clusters Score -1.312241e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102711 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -13122492.000000 Penalty: 3757.461670
	Iteration 16Q: 3 clusters Score -1.312249e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102912 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -13122525.000000 Penalty: 3757.461670
	Iteration 17Q: 3 clusters Score -1.312252e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103055 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -13122516.000000 Penalty: 3757.461670
	Iteration 18Q: 3 clusters Score -1.312252e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103162 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -13122537.000000 Penalty: 3757.461670
	Iteration 19Q: 3 clusters Score -1.312254e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103232 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -13122551.000000 Penalty: 3757.461670
	Iteration 20F: 3 clusters Score -1.312255e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103283 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -13122553.000000 Penalty: 3757.461670
	Iteration 21Q: 3 clusters Score -1.312255e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103328 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -13122530.000000 Penalty: 3757.461670
	Iteration 22Q: 3 clusters Score -1.312253e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103362 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -13122532.000000 Penalty: 3757.461670
	Iteration 23Q: 3 clusters Score -1.312253e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103391 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -13122519.000000 Penalty: 3757.461670
	Iteration 24Q: 3 clusters Score -1.312252e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103410 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -13122509.000000 Penalty: 3757.461670
	Iteration 25Q: 3 clusters Score -1.312251e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103435 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -13122497.000000 Penalty: 3757.461670
	Iteration 26Q: 3 clusters Score -1.31225e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103463 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -13122503.000000 Penalty: 3757.461670
	Iteration 27Q: 3 clusters Score -1.31225e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103488 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -13122488.000000 Penalty: 3757.461670
	Iteration 28Q: 3 clusters Score -1.312249e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103498 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -13122480.000000 Penalty: 3757.461670
	Iteration 29Q: 3 clusters Score -1.312248e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103506 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -13122501.000000 Penalty: 3757.461670
	Iteration 30Q: 3 clusters Score -1.31225e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103518 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -13122485.000000 Penalty: 3757.461670
	Iteration 31Q: 3 clusters Score -1.312248e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103528 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -13122493.000000 Penalty: 3757.461670
	Iteration 32Q: 3 clusters Score -1.312249e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103540 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -13122502.000000 Penalty: 3757.461670
	Iteration 33Q: 3 clusters Score -1.31225e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103545 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -13122498.000000 Penalty: 3757.461670
	Iteration 34Q: 3 clusters Score -1.31225e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103551 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -13122501.000000 Penalty: 3757.461670
	Iteration 35Q: 3 clusters Score -1.31225e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103559 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -13122496.000000 Penalty: 3757.461670
	Iteration 36Q: 3 clusters Score -1.31225e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103563 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -13122482.000000 Penalty: 3757.461670
	Iteration 37Q: 3 clusters Score -1.312248e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103558 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -13122499.000000 Penalty: 3757.461670
	Iteration 38Q: 3 clusters Score -1.31225e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103563 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -13122501.000000 Penalty: 3757.461670
	Iteration 39Q: 3 clusters Score -1.31225e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103565 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -13122502.000000 Penalty: 3757.461670
	Iteration 40F: 3 clusters Score -1.31225e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103571 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -13122497.000000 Penalty: 3757.461670
	Iteration 41Q: 3 clusters Score -1.31225e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103576 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -13122497.000000 Penalty: 3757.461670
	Iteration 42Q: 3 clusters Score -1.31225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103577 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -13122499.000000 Penalty: 3757.461670
	Iteration 43Q: 3 clusters Score -1.31225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103579 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -13122495.000000 Penalty: 3757.461670
	Iteration 44Q: 3 clusters Score -1.31225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103582 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -13122508.000000 Penalty: 3757.461670
	Iteration 45Q: 3 clusters Score -1.312251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103583 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -13122500.000000 Penalty: 3757.461670
	Iteration 46Q: 3 clusters Score -1.31225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103585 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -13122503.000000 Penalty: 3757.461670
	Iteration 47Q: 3 clusters Score -1.31225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103588 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -13122493.000000 Penalty: 3757.461670
	Iteration 48Q: 3 clusters Score -1.312249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103589 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -13122497.000000 Penalty: 3757.461670
	Iteration 49Q: 3 clusters Score -1.31225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103589 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -13122499.000000 Penalty: 3757.461670
	Iteration 50Q: 3 clusters Score -1.31225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103589 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -13122499.000000 Penalty: 3757.461670
	Iteration 51F: 3 clusters Score -1.31225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22099 members 
Mstep: Class 4 contains 16113 members 
Mstep: Class 5 contains 9897 members 
Mstep: Class 6 contains 6740 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 4545 members 
Mstep: Class 10 contains 1419 members 
Mstep: Class 11 contains 13927 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 40738 members 
Mstep: Class 14 contains 45455 members 
Mstep: Class 15 contains 9288 members 
Mstep: Class 16 contains 8602 members 
Mstep: Class 17 contains 108465 members 
Mstep: Class 18 contains 3493 members 
Mstep: Class 19 contains 9782 members 
Mstep: Class 20 contains 50628 members 
Mstep: Class 21 contains 6730 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 76697 members 
Mstep: Class 24 contains 98584 members 
Mstep: Class 25 contains 75480 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103589 members 
Mstep: Class 29 contains 4875 members 
Mstep: Class 30 contains 76791 members 
Mstep: Class 31 contains 93228 members 
Mstep: Class 32 contains 3158 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9509 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 2161 members 
Mstep: Class 39 contains 472 members 
Mstep: Class 40 contains 1380 members 
Entering Unmasked Estep 
Score: -111768896.000000 Penalty: 89247.812500
Splitting cluster 28 changes total score from -111769280.000000 to -111768896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (4875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Entering Unmasked Estep 
Score: -605533.250000 Penalty: 1379.929810
	Iteration 0F: 2 clusters Score -605533.2 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 2346 members 
Entering Unmasked Estep 
Score: -601682.687500 Penalty: 2759.859619
	Iteration 0F: 3 clusters Score -601682.7 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -602732.312500 Penalty: 2759.859619
	Iteration 1F: 3 clusters Score -602732.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -602899.312500 Penalty: 2759.859619
	Iteration 2F: 3 clusters Score -602899.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -603017.812500 Penalty: 2759.859619
	Iteration 3Q: 3 clusters Score -603017.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -603131.312500 Penalty: 2759.859619
	Iteration 4Q: 3 clusters Score -603131.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -603229.500000 Penalty: 2759.859619
	Iteration 5Q: 3 clusters Score -603229.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -603316.187500 Penalty: 2759.859619
	Iteration 6Q: 3 clusters Score -603316.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -603403.312500 Penalty: 2759.859619
	Iteration 7Q: 3 clusters Score -603403.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -603505.375000 Penalty: 2759.859619
	Iteration 8Q: 3 clusters Score -603505.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -603620.937500 Penalty: 2759.859619
	Iteration 9Q: 3 clusters Score -603620.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -603704.000000 Penalty: 2759.859619
	Iteration 10Q: 3 clusters Score -603704 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -603788.375000 Penalty: 2759.859619
	Iteration 11Q: 3 clusters Score -603788.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -603874.375000 Penalty: 2759.859619
	Iteration 12Q: 3 clusters Score -603874.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -603933.562500 Penalty: 2759.859619
	Iteration 13Q: 3 clusters Score -603933.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -603993.250000 Penalty: 2759.859619
	Iteration 14Q: 3 clusters Score -603993.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -604048.625000 Penalty: 2759.859619
	Iteration 15Q: 3 clusters Score -604048.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -604112.000000 Penalty: 2759.859619
	Iteration 16Q: 3 clusters Score -604112 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -604161.750000 Penalty: 2759.859619
	Iteration 17Q: 3 clusters Score -604161.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -604198.750000 Penalty: 2759.859619
	Iteration 18Q: 3 clusters Score -604198.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -604218.625000 Penalty: 2759.859619
	Iteration 19Q: 3 clusters Score -604218.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -604238.000000 Penalty: 2759.859619
	Iteration 20F: 3 clusters Score -604238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -604248.375000 Penalty: 2759.859619
	Iteration 21Q: 3 clusters Score -604248.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -604259.875000 Penalty: 2759.859619
	Iteration 22Q: 3 clusters Score -604259.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -604265.562500 Penalty: 2759.859619
	Iteration 23Q: 3 clusters Score -604265.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -604266.312500 Penalty: 2759.859619
	Iteration 24Q: 3 clusters Score -604266.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -604267.625000 Penalty: 2759.859619
	Iteration 25Q: 3 clusters Score -604267.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -604270.812500 Penalty: 2759.859619
	Iteration 26Q: 3 clusters Score -604270.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -604277.687500 Penalty: 2759.859619
	Iteration 27Q: 3 clusters Score -604277.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -604280.375000 Penalty: 2759.859619
	Iteration 28Q: 3 clusters Score -604280.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -604285.250000 Penalty: 2759.859619
	Iteration 29Q: 3 clusters Score -604285.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -604286.375000 Penalty: 2759.859619
	Iteration 30Q: 3 clusters Score -604286.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -604286.375000 Penalty: 2759.859619
	Iteration 31F: 3 clusters Score -604286.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (76791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76791 members 
Entering Unmasked Estep 
Score: -9349236.000000 Penalty: 1827.937012
	Iteration 0F: 2 clusters Score -9349236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -9297931.000000 Penalty: 3655.874023
	Iteration 0F: 3 clusters Score -9297931 nChanged 36674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -9318701.000000 Penalty: 3655.874023
	Iteration 1F: 3 clusters Score -9318701 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -9319188.000000 Penalty: 3655.874023
	Iteration 2Q: 3 clusters Score -9319188 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -9319717.000000 Penalty: 3655.874023
	Iteration 3Q: 3 clusters Score -9319717 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -9320344.000000 Penalty: 3655.874023
	Iteration 4Q: 3 clusters Score -9320344 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -9321018.000000 Penalty: 3655.874023
	Iteration 5Q: 3 clusters Score -9321018 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -9321657.000000 Penalty: 3655.874023
	Iteration 6Q: 3 clusters Score -9321657 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -9322361.000000 Penalty: 3655.874023
	Iteration 7Q: 3 clusters Score -9322361 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -9323156.000000 Penalty: 3655.874023
	Iteration 8Q: 3 clusters Score -9323156 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42381 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -9323996.000000 Penalty: 3655.874023
	Iteration 9Q: 3 clusters Score -9323996 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -9324999.000000 Penalty: 3655.874023
	Iteration 10Q: 3 clusters Score -9324999 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -9326548.000000 Penalty: 3655.874023
	Iteration 11Q: 3 clusters Score -9326548 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -9328591.000000 Penalty: 3655.874023
	Iteration 12Q: 3 clusters Score -9328591 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53839 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -9331442.000000 Penalty: 3655.874023
	Iteration 13F: 3 clusters Score -9331442 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58180 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -9334755.000000 Penalty: 3655.874023
	Iteration 14F: 3 clusters Score -9334755 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62329 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -9337993.000000 Penalty: 3655.874023
	Iteration 15F: 3 clusters Score -9337993 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65898 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -9340683.000000 Penalty: 3655.874023
	Iteration 16Q: 3 clusters Score -9340683 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68857 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -9342962.000000 Penalty: 3655.874023
	Iteration 17Q: 3 clusters Score -9342962 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71164 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -9344702.000000 Penalty: 3655.874023
	Iteration 18Q: 3 clusters Score -9344702 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72855 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -9345972.000000 Penalty: 3655.874023
	Iteration 19Q: 3 clusters Score -9345972 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74022 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -9346836.000000 Penalty: 3655.874023
	Iteration 20F: 3 clusters Score -9346836 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74829 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -9347404.000000 Penalty: 3655.874023
	Iteration 21Q: 3 clusters Score -9347404 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75311 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -9347713.000000 Penalty: 3655.874023
	Iteration 22Q: 3 clusters Score -9347713 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75571 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -9347926.000000 Penalty: 3655.874023
	Iteration 23Q: 3 clusters Score -9347926 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75736 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -9348072.000000 Penalty: 3655.874023
	Iteration 24Q: 3 clusters Score -9348072 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75853 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -9348161.000000 Penalty: 3655.874023
	Iteration 25Q: 3 clusters Score -9348161 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75920 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -9348238.000000 Penalty: 3655.874023
	Iteration 26Q: 3 clusters Score -9348238 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75968 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -9348264.000000 Penalty: 3655.874023
	Iteration 27Q: 3 clusters Score -9348264 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75992 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -9348273.000000 Penalty: 3655.874023
	Iteration 28Q: 3 clusters Score -9348273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76006 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -9348294.000000 Penalty: 3655.874023
	Iteration 29Q: 3 clusters Score -9348294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76020 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -9348312.000000 Penalty: 3655.874023
	Iteration 30Q: 3 clusters Score -9348312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76029 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9348325.000000 Penalty: 3655.874023
	Iteration 31Q: 3 clusters Score -9348325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76033 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -9348329.000000 Penalty: 3655.874023
	Iteration 32Q: 3 clusters Score -9348329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76039 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9348333.000000 Penalty: 3655.874023
	Iteration 33Q: 3 clusters Score -9348333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76043 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9348331.000000 Penalty: 3655.874023
	Iteration 34Q: 3 clusters Score -9348331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76046 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -9348322.000000 Penalty: 3655.874023
	Iteration 35Q: 3 clusters Score -9348322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76048 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -9348327.000000 Penalty: 3655.874023
	Iteration 36Q: 3 clusters Score -9348327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76050 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -9348327.000000 Penalty: 3655.874023
	Iteration 37Q: 3 clusters Score -9348327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76051 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -9348326.000000 Penalty: 3655.874023
	Iteration 38Q: 3 clusters Score -9348326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76051 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -9348331.000000 Penalty: 3655.874023
	Iteration 39Q: 3 clusters Score -9348331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76052 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9348328.000000 Penalty: 3655.874023
	Iteration 40F: 3 clusters Score -9348328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (93228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93228 members 
Entering Unmasked Estep 
Score: -11775921.000000 Penalty: 1859.455566
	Iteration 0F: 2 clusters Score -1.177592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 46476 members 
Entering Unmasked Estep 
Score: -11715008.000000 Penalty: 3718.911133
	Iteration 0F: 3 clusters Score -1.171501e+07 nChanged 44374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49112 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -11740438.000000 Penalty: 3718.911133
	Iteration 1F: 3 clusters Score -1.174044e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50646 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -11741342.000000 Penalty: 3718.911133
	Iteration 2Q: 3 clusters Score -1.174134e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52967 members 
Mstep: Class 2 contains 40261 members 
Entering Unmasked Estep 
Score: -11742582.000000 Penalty: 3718.911133
	Iteration 3Q: 3 clusters Score -1.174258e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56457 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -11744851.000000 Penalty: 3718.911133
	Iteration 4Q: 3 clusters Score -1.174485e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61429 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -11748807.000000 Penalty: 3718.911133
	Iteration 5F: 3 clusters Score -1.174881e+07 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67934 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -11754703.000000 Penalty: 3718.911133
	Iteration 6F: 3 clusters Score -1.17547e+07 nChanged 7757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74879 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -11761605.000000 Penalty: 3718.911133
	Iteration 7F: 3 clusters Score -1.17616e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80749 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -11767588.000000 Penalty: 3718.911133
	Iteration 8F: 3 clusters Score -1.176759e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84358 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -11771681.000000 Penalty: 3718.911133
	Iteration 9Q: 3 clusters Score -1.177168e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86114 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -11773720.000000 Penalty: 3718.911133
	Iteration 10Q: 3 clusters Score -1.177372e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86973 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -11774450.000000 Penalty: 3718.911133
	Iteration 11Q: 3 clusters Score -1.177445e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87538 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -11774805.000000 Penalty: 3718.911133
	Iteration 12Q: 3 clusters Score -1.17748e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88000 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -11774965.000000 Penalty: 3718.911133
	Iteration 13Q: 3 clusters Score -1.177496e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88367 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -11775034.000000 Penalty: 3718.911133
	Iteration 14Q: 3 clusters Score -1.177503e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88684 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -11775104.000000 Penalty: 3718.911133
	Iteration 15Q: 3 clusters Score -1.17751e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88969 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -11775151.000000 Penalty: 3718.911133
	Iteration 16Q: 3 clusters Score -1.177515e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89237 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -11775212.000000 Penalty: 3718.911133
	Iteration 17Q: 3 clusters Score -1.177521e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89469 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -11775258.000000 Penalty: 3718.911133
	Iteration 18Q: 3 clusters Score -1.177526e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89675 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -11775238.000000 Penalty: 3718.911133
	Iteration 19Q: 3 clusters Score -1.177524e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89874 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -11775250.000000 Penalty: 3718.911133
	Iteration 20F: 3 clusters Score -1.177525e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90069 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -11775256.000000 Penalty: 3718.911133
	Iteration 21Q: 3 clusters Score -1.177526e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90259 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -11775232.000000 Penalty: 3718.911133
	Iteration 22Q: 3 clusters Score -1.177523e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90440 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -11775212.000000 Penalty: 3718.911133
	Iteration 23Q: 3 clusters Score -1.177521e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90599 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -11775225.000000 Penalty: 3718.911133
	Iteration 24Q: 3 clusters Score -1.177522e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90753 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -11775202.000000 Penalty: 3718.911133
	Iteration 25Q: 3 clusters Score -1.17752e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90905 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -11775224.000000 Penalty: 3718.911133
	Iteration 26Q: 3 clusters Score -1.177522e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91044 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -11775227.000000 Penalty: 3718.911133
	Iteration 27Q: 3 clusters Score -1.177523e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91146 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -11775198.000000 Penalty: 3718.911133
	Iteration 28Q: 3 clusters Score -1.17752e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91238 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -11775158.000000 Penalty: 3718.911133
	Iteration 29Q: 3 clusters Score -1.177516e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91330 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -11775189.000000 Penalty: 3718.911133
	Iteration 30Q: 3 clusters Score -1.177519e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91423 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -11775157.000000 Penalty: 3718.911133
	Iteration 31Q: 3 clusters Score -1.177516e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91510 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -11775119.000000 Penalty: 3718.911133
	Iteration 32Q: 3 clusters Score -1.177512e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91589 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -11775116.000000 Penalty: 3718.911133
	Iteration 33Q: 3 clusters Score -1.177512e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91649 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -11775118.000000 Penalty: 3718.911133
	Iteration 34Q: 3 clusters Score -1.177512e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91707 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -11775108.000000 Penalty: 3718.911133
	Iteration 35Q: 3 clusters Score -1.177511e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91747 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -11775088.000000 Penalty: 3718.911133
	Iteration 36Q: 3 clusters Score -1.177509e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91784 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -11775073.000000 Penalty: 3718.911133
	Iteration 37Q: 3 clusters Score -1.177507e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91817 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -11775052.000000 Penalty: 3718.911133
	Iteration 38Q: 3 clusters Score -1.177505e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91836 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -11775045.000000 Penalty: 3718.911133
	Iteration 39Q: 3 clusters Score -1.177504e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91852 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -11775036.000000 Penalty: 3718.911133
	Iteration 40F: 3 clusters Score -1.177504e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91869 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -11775042.000000 Penalty: 3718.911133
	Iteration 41Q: 3 clusters Score -1.177504e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91891 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -11775038.000000 Penalty: 3718.911133
	Iteration 42Q: 3 clusters Score -1.177504e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91906 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -11775043.000000 Penalty: 3718.911133
	Iteration 43Q: 3 clusters Score -1.177504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91912 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -11775048.000000 Penalty: 3718.911133
	Iteration 44Q: 3 clusters Score -1.177505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91918 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -11775044.000000 Penalty: 3718.911133
	Iteration 45Q: 3 clusters Score -1.177504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91925 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -11775038.000000 Penalty: 3718.911133
	Iteration 46Q: 3 clusters Score -1.177504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91930 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -11775044.000000 Penalty: 3718.911133
	Iteration 47Q: 3 clusters Score -1.177504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91932 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -11775040.000000 Penalty: 3718.911133
	Iteration 48Q: 3 clusters Score -1.177504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91933 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -11775039.000000 Penalty: 3718.911133
	Iteration 49Q: 3 clusters Score -1.177504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91934 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -11775035.000000 Penalty: 3718.911133
	Iteration 50Q: 3 clusters Score -1.177504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91936 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -11775041.000000 Penalty: 3718.911133
	Iteration 51Q: 3 clusters Score -1.177504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91938 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -11775043.000000 Penalty: 3718.911133
	Iteration 52Q: 3 clusters Score -1.177504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91942 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -11775047.000000 Penalty: 3718.911133
	Iteration 53Q: 3 clusters Score -1.177505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91945 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -11775036.000000 Penalty: 3718.911133
	Iteration 54Q: 3 clusters Score -1.177504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91948 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -11775041.000000 Penalty: 3718.911133
	Iteration 55Q: 3 clusters Score -1.177504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91949 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -11775046.000000 Penalty: 3718.911133
	Iteration 56Q: 3 clusters Score -1.177505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91949 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -11775046.000000 Penalty: 3718.911133
	Iteration 57F: 3 clusters Score -1.177505e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Entering Unmasked Estep 
Score: -395359.250000 Penalty: 1309.375366
	Iteration 0F: 2 clusters Score -395359.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -392581.312500 Penalty: 2618.750732
	Iteration 0F: 3 clusters Score -392581.3 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -393295.218750 Penalty: 2618.750732
	Iteration 1F: 3 clusters Score -393295.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -393435.156250 Penalty: 2618.750732
	Iteration 2F: 3 clusters Score -393435.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -393511.968750 Penalty: 2618.750732
	Iteration 3Q: 3 clusters Score -393512 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -393563.437500 Penalty: 2618.750732
	Iteration 4Q: 3 clusters Score -393563.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -393605.750000 Penalty: 2618.750732
	Iteration 5Q: 3 clusters Score -393605.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -393654.625000 Penalty: 2618.750732
	Iteration 6Q: 3 clusters Score -393654.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -393700.062500 Penalty: 2618.750732
	Iteration 7Q: 3 clusters Score -393700.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -393735.625000 Penalty: 2618.750732
	Iteration 8Q: 3 clusters Score -393735.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -393777.343750 Penalty: 2618.750732
	Iteration 9Q: 3 clusters Score -393777.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -393807.000000 Penalty: 2618.750732
	Iteration 10Q: 3 clusters Score -393807 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -393836.687500 Penalty: 2618.750732
	Iteration 11Q: 3 clusters Score -393836.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -393866.781250 Penalty: 2618.750732
	Iteration 12Q: 3 clusters Score -393866.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -393897.343750 Penalty: 2618.750732
	Iteration 13Q: 3 clusters Score -393897.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -393931.562500 Penalty: 2618.750732
	Iteration 14Q: 3 clusters Score -393931.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -393956.625000 Penalty: 2618.750732
	Iteration 15Q: 3 clusters Score -393956.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -393981.093750 Penalty: 2618.750732
	Iteration 16Q: 3 clusters Score -393981.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -393999.875000 Penalty: 2618.750732
	Iteration 17Q: 3 clusters Score -393999.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -394028.500000 Penalty: 2618.750732
	Iteration 18Q: 3 clusters Score -394028.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -394051.500000 Penalty: 2618.750732
	Iteration 19Q: 3 clusters Score -394051.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -394077.343750 Penalty: 2618.750732
	Iteration 20F: 3 clusters Score -394077.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -394102.968750 Penalty: 2618.750732
	Iteration 21Q: 3 clusters Score -394103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -394120.187500 Penalty: 2618.750732
	Iteration 22Q: 3 clusters Score -394120.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -394134.875000 Penalty: 2618.750732
	Iteration 23Q: 3 clusters Score -394134.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -394149.218750 Penalty: 2618.750732
	Iteration 24Q: 3 clusters Score -394149.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -394165.843750 Penalty: 2618.750732
	Iteration 25Q: 3 clusters Score -394165.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -394180.062500 Penalty: 2618.750732
	Iteration 26Q: 3 clusters Score -394180.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -394190.000000 Penalty: 2618.750732
	Iteration 27Q: 3 clusters Score -394190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -394199.437500 Penalty: 2618.750732
	Iteration 28Q: 3 clusters Score -394199.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -394210.656250 Penalty: 2618.750732
	Iteration 29Q: 3 clusters Score -394210.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -394224.250000 Penalty: 2618.750732
	Iteration 30Q: 3 clusters Score -394224.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -394234.468750 Penalty: 2618.750732
	Iteration 31Q: 3 clusters Score -394234.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -394238.968750 Penalty: 2618.750732
	Iteration 32Q: 3 clusters Score -394239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -394243.968750 Penalty: 2618.750732
	Iteration 33Q: 3 clusters Score -394244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -394245.812500 Penalty: 2618.750732
	Iteration 34Q: 3 clusters Score -394245.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -394246.875000 Penalty: 2618.750732
	Iteration 35Q: 3 clusters Score -394246.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -394247.656250 Penalty: 2618.750732
	Iteration 36Q: 3 clusters Score -394247.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -394247.656250 Penalty: 2618.750732
	Iteration 37F: 3 clusters Score -394247.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Entering Unmasked Estep 
Score: -174929.359375 Penalty: 1184.228516
	Iteration 0F: 2 clusters Score -174929.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -173198.203125 Penalty: 2368.457031
	Iteration 0F: 3 clusters Score -173198.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -173627.187500 Penalty: 2368.457031
	Iteration 1F: 3 clusters Score -173627.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -173782.328125 Penalty: 2368.457031
	Iteration 2F: 3 clusters Score -173782.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -173868.875000 Penalty: 2368.457031
	Iteration 3F: 3 clusters Score -173868.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -173935.203125 Penalty: 2368.457031
	Iteration 4Q: 3 clusters Score -173935.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -173966.765625 Penalty: 2368.457031
	Iteration 5Q: 3 clusters Score -173966.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -173998.093750 Penalty: 2368.457031
	Iteration 6Q: 3 clusters Score -173998.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -174024.015625 Penalty: 2368.457031
	Iteration 7Q: 3 clusters Score -174024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -174041.765625 Penalty: 2368.457031
	Iteration 8Q: 3 clusters Score -174041.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -174054.671875 Penalty: 2368.457031
	Iteration 9Q: 3 clusters Score -174054.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -174062.625000 Penalty: 2368.457031
	Iteration 10Q: 3 clusters Score -174062.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -174073.328125 Penalty: 2368.457031
	Iteration 11Q: 3 clusters Score -174073.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -174078.500000 Penalty: 2368.457031
	Iteration 12Q: 3 clusters Score -174078.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -174082.656250 Penalty: 2368.457031
	Iteration 13Q: 3 clusters Score -174082.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -174084.421875 Penalty: 2368.457031
	Iteration 14Q: 3 clusters Score -174084.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -174086.671875 Penalty: 2368.457031
	Iteration 15Q: 3 clusters Score -174086.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -174087.203125 Penalty: 2368.457031
	Iteration 16Q: 3 clusters Score -174087.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -174087.203125 Penalty: 2368.457031
	Iteration 17F: 3 clusters Score -174087.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Entering Unmasked Estep 
Score: -111735.429688 Penalty: 1135.317017
	Iteration 0F: 2 clusters Score -111735.4 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 554 members 
Entering Unmasked Estep 
Score: -110267.039062 Penalty: 2270.634033
	Iteration 0F: 3 clusters Score -110267 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -110844.570312 Penalty: 2270.634033
	Iteration 1F: 3 clusters Score -110844.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -111121.179688 Penalty: 2270.634033
	Iteration 2F: 3 clusters Score -111121.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -111297.671875 Penalty: 2270.634033
	Iteration 3F: 3 clusters Score -111297.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -111477.664062 Penalty: 2270.634033
	Iteration 4F: 3 clusters Score -111477.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -111641.046875 Penalty: 2270.634033
	Iteration 5F: 3 clusters Score -111641 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -111762.195312 Penalty: 2270.634033
	Iteration 6Q: 3 clusters Score -111762.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -111844.757812 Penalty: 2270.634033
	Iteration 7Q: 3 clusters Score -111844.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -111872.359375 Penalty: 2270.634033
	Iteration 8Q: 3 clusters Score -111872.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -111884.656250 Penalty: 2270.634033
	Iteration 9Q: 3 clusters Score -111884.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -111895.992188 Penalty: 2270.634033
	Iteration 10Q: 3 clusters Score -111896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -111898.898438 Penalty: 2270.634033
	Iteration 11Q: 3 clusters Score -111898.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -111898.898438 Penalty: 2270.634033
	Iteration 12F: 3 clusters Score -111898.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22099 members 
Mstep: Class 4 contains 16113 members 
Mstep: Class 5 contains 9897 members 
Mstep: Class 6 contains 6740 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 4545 members 
Mstep: Class 10 contains 1419 members 
Mstep: Class 11 contains 13927 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 40738 members 
Mstep: Class 14 contains 45455 members 
Mstep: Class 15 contains 9288 members 
Mstep: Class 16 contains 8602 members 
Mstep: Class 17 contains 108465 members 
Mstep: Class 18 contains 3493 members 
Mstep: Class 19 contains 9782 members 
Mstep: Class 20 contains 50628 members 
Mstep: Class 21 contains 6730 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 76697 members 
Mstep: Class 24 contains 98584 members 
Mstep: Class 25 contains 75480 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104969 members 
Mstep: Class 29 contains 4875 members 
Mstep: Class 30 contains 76791 members 
Mstep: Class 31 contains 93228 members 
Mstep: Class 32 contains 3158 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 793 members 
Mstep: Class 35 contains 9509 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 2161 members 
Mstep: Class 39 contains 472 members 
Mstep: Class 40 contains 289 members 
Entering Unmasked Estep 
Score: -111768272.000000 Penalty: 89247.812500
Splitting cluster 34 changes total score from -111769280.000000 to -111768272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (9509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Entering Unmasked Estep 
Score: -1178180.875000 Penalty: 1488.499023
	Iteration 0F: 2 clusters Score -1178181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1171322.625000 Penalty: 2976.998047
	Iteration 0F: 3 clusters Score -1171323 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1173631.250000 Penalty: 2976.998047
	Iteration 1F: 3 clusters Score -1173631 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1174089.250000 Penalty: 2976.998047
	Iteration 2F: 3 clusters Score -1174089 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1174635.750000 Penalty: 2976.998047
	Iteration 3F: 3 clusters Score -1174636 nChanged 672
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1175131.250000 Penalty: 2976.998047
	Iteration 4F: 3 clusters Score -1175131 nChanged 609
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1175564.500000 Penalty: 2976.998047
	Iteration 5F: 3 clusters Score -1175564 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -1175858 nChanged 419
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1176068 nChanged 302
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1176196 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1176266 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1176303 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1176331 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1176345.750000 Penalty: 2976.998047
	Iteration 12Q: 3 clusters Score -1176346 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1176360.875000 Penalty: 2976.998047
	Iteration 13Q: 3 clusters Score -1176361 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1176374 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1176380 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1176391.125000 Penalty: 2976.998047
	Iteration 16Q: 3 clusters Score -1176391 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1176394.000000 Penalty: 2976.998047
	Iteration 17Q: 3 clusters Score -1176394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1176397.875000 Penalty: 2976.998047
	Iteration 18Q: 3 clusters Score -1176398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1176403.375000 Penalty: 2976.998047
	Iteration 19Q: 3 clusters Score -1176403 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1176406.500000 Penalty: 2976.998047
	Iteration 20F: 3 clusters Score -1176406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1176413.625000 Penalty: 2976.998047
	Iteration 21Q: 3 clusters Score -1176414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1176414.250000 Penalty: 2976.998047
	Iteration 22Q: 3 clusters Score -1176414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1176415.500000 Penalty: 2976.998047
	Iteration 23Q: 3 clusters Score -1176416 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1176415.250000 Penalty: 2976.998047
	Iteration 24Q: 3 clusters Score -1176415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1176416.750000 Penalty: 2976.998047
	Iteration 25Q: 3 clusters Score -1176417 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1176418.250000 Penalty: 2976.998047
	Iteration 26Q: 3 clusters Score -1176418 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1176421.500000 Penalty: 2976.998047
	Iteration 27Q: 3 clusters Score -1176422 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1176427.625000 Penalty: 2976.998047
	Iteration 28Q: 3 clusters Score -1176428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1176428.250000 Penalty: 2976.998047
	Iteration 29Q: 3 clusters Score -1176428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1176429.250000 Penalty: 2976.998047
	Iteration 30Q: 3 clusters Score -1176429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1176432.500000 Penalty: 2976.998047
	Iteration 31Q: 3 clusters Score -1176432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1176433.000000 Penalty: 2976.998047
	Iteration 32Q: 3 clusters Score -1176433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1176434.500000 Penalty: 2976.998047
	Iteration 33Q: 3 clusters Score -1176434 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1176437.625000 Penalty: 2976.998047
	Iteration 34Q: 3 clusters Score -1176438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1176440.250000 Penalty: 2976.998047
	Iteration 35Q: 3 clusters Score -1176440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1176443.500000 Penalty: 2976.998047
	Iteration 36Q: 3 clusters Score -1176444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1176442.625000 Penalty: 2976.998047
	Iteration 37Q: 3 clusters Score -1176443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1176444.875000 Penalty: 2976.998047
	Iteration 38Q: 3 clusters Score -1176445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1176444.750000 Penalty: 2976.998047
	Iteration 39Q: 3 clusters Score -1176445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1176445.625000 Penalty: 2976.998047
	Iteration 40F: 3 clusters Score -1176446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1176451.625000 Penalty: 2976.998047
	Iteration 41Q: 3 clusters Score -1176452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1176452.875000 Penalty: 2976.998047
	Iteration 42Q: 3 clusters Score -1176453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1176454.375000 Penalty: 2976.998047
	Iteration 43Q: 3 clusters Score -1176454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1176454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1176456.875000 Penalty: 2976.998047
	Iteration 45Q: 3 clusters Score -1176457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1176455.625000 Penalty: 2976.998047
	Iteration 46Q: 3 clusters Score -1176456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1176459.250000 Penalty: 2976.998047
	Iteration 47Q: 3 clusters Score -1176459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1176462.125000 Penalty: 2976.998047
	Iteration 48Q: 3 clusters Score -1176462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1176464.875000 Penalty: 2976.998047
	Iteration 49Q: 3 clusters Score -1176465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1176468.625000 Penalty: 2976.998047
	Iteration 50Q: 3 clusters Score -1176469 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1176473.875000 Penalty: 2976.998047
	Iteration 51Q: 3 clusters Score -1176474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1176473.625000 Penalty: 2976.998047
	Iteration 52Q: 3 clusters Score -1176474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1176478.750000 Penalty: 2976.998047
	Iteration 53Q: 3 clusters Score -1176479 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1176477.875000 Penalty: 2976.998047
	Iteration 54Q: 3 clusters Score -1176478 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1176482.375000 Penalty: 2976.998047
	Iteration 55Q: 3 clusters Score -1176482 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1176490.000000 Penalty: 2976.998047
	Iteration 56Q: 3 clusters Score -1176490 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1176492.500000 Penalty: 2976.998047
	Iteration 57Q: 3 clusters Score -1176492 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1176497.125000 Penalty: 2976.998047
	Iteration 58Q: 3 clusters Score -1176497 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1176504.875000 Penalty: 2976.998047
	Iteration 59Q: 3 clusters Score -1176505 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1176510.625000 Penalty: 2976.998047
	Iteration 60F: 3 clusters Score -1176511 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1176516.875000 Penalty: 2976.998047
	Iteration 61Q: 3 clusters Score -1176517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1176520.875000 Penalty: 2976.998047
	Iteration 62Q: 3 clusters Score -1176521 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1176531.125000 Penalty: 2976.998047
	Iteration 63Q: 3 clusters Score -1176531 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1176537.625000 Penalty: 2976.998047
	Iteration 64Q: 3 clusters Score -1176538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1176544.375000 Penalty: 2976.998047
	Iteration 65Q: 3 clusters Score -1176544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1176547.375000 Penalty: 2976.998047
	Iteration 66Q: 3 clusters Score -1176547 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1176553.375000 Penalty: 2976.998047
	Iteration 67Q: 3 clusters Score -1176553 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1176559.500000 Penalty: 2976.998047
	Iteration 68Q: 3 clusters Score -1176560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1176568.375000 Penalty: 2976.998047
	Iteration 69Q: 3 clusters Score -1176568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1176571.375000 Penalty: 2976.998047
	Iteration 70Q: 3 clusters Score -1176571 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1176578.250000 Penalty: 2976.998047
	Iteration 71Q: 3 clusters Score -1176578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1176581.000000 Penalty: 2976.998047
	Iteration 72Q: 3 clusters Score -1176581 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1176586.250000 Penalty: 2976.998047
	Iteration 73Q: 3 clusters Score -1176586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1176595.375000 Penalty: 2976.998047
	Iteration 74Q: 3 clusters Score -1176595 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1176600.250000 Penalty: 2976.998047
	Iteration 75Q: 3 clusters Score -1176600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1176604.375000 Penalty: 2976.998047
	Iteration 76Q: 3 clusters Score -1176604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1176606.625000 Penalty: 2976.998047
	Iteration 77Q: 3 clusters Score -1176607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1176606.250000 Penalty: 2976.998047
	Iteration 78Q: 3 clusters Score -1176606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1176607.750000 Penalty: 2976.998047
	Iteration 79Q: 3 clusters Score -1176608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1176612.875000 Penalty: 2976.998047
	Iteration 80F: 3 clusters Score -1176613 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1176616.250000 Penalty: 2976.998047
	Iteration 81Q: 3 clusters Score -1176616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1176620.250000 Penalty: 2976.998047
	Iteration 82Q: 3 clusters Score -1176620 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1176621.250000 Penalty: 2976.998047
	Iteration 83Q: 3 clusters Score -1176621 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1176626.625000 Penalty: 2976.998047
	Iteration 84Q: 3 clusters Score -1176627 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1176629.625000 Penalty: 2976.998047
	Iteration 85Q: 3 clusters Score -1176630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1176633.250000 Penalty: 2976.998047
	Iteration 86Q: 3 clusters Score -1176633 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1176634.375000 Penalty: 2976.998047
	Iteration 87Q: 3 clusters Score -1176634 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1176633.875000 Penalty: 2976.998047
	Iteration 88Q: 3 clusters Score -1176634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1176637.250000 Penalty: 2976.998047
	Iteration 89Q: 3 clusters Score -1176637 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1176640.375000 Penalty: 2976.998047
	Iteration 90Q: 3 clusters Score -1176640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1176640.875000 Penalty: 2976.998047
	Iteration 91Q: 3 clusters Score -1176641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1176643.875000 Penalty: 2976.998047
	Iteration 92Q: 3 clusters Score -1176644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1176646.375000 Penalty: 2976.998047
	Iteration 93Q: 3 clusters Score -1176646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1176646.500000 Penalty: 2976.998047
	Iteration 94Q: 3 clusters Score -1176646 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1176648.875000 Penalty: 2976.998047
	Iteration 95Q: 3 clusters Score -1176649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1176651.375000 Penalty: 2976.998047
	Iteration 96Q: 3 clusters Score -1176651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1176655.500000 Penalty: 2976.998047
	Iteration 97Q: 3 clusters Score -1176656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1176654.000000 Penalty: 2976.998047
	Iteration 98Q: 3 clusters Score -1176654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1176659.250000 Penalty: 2976.998047
	Iteration 99Q: 3 clusters Score -1176659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1176661.125000 Penalty: 2976.998047
	Iteration 100F: 3 clusters Score -1176661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1176662.625000 Penalty: 2976.998047
	Iteration 101Q: 3 clusters Score -1176663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1176663.750000 Penalty: 2976.998047
	Iteration 102Q: 3 clusters Score -1176664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1176665.500000 Penalty: 2976.998047
	Iteration 103Q: 3 clusters Score -1176666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1176667.125000 Penalty: 2976.998047
	Iteration 104Q: 3 clusters Score -1176667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1176670.625000 Penalty: 2976.998047
	Iteration 105Q: 3 clusters Score -1176671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1176673.625000 Penalty: 2976.998047
	Iteration 106Q: 3 clusters Score -1176674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1176675.750000 Penalty: 2976.998047
	Iteration 107Q: 3 clusters Score -1176676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1176683.000000 Penalty: 2976.998047
	Iteration 108Q: 3 clusters Score -1176683 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1176685.375000 Penalty: 2976.998047
	Iteration 109Q: 3 clusters Score -1176685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1176687.875000 Penalty: 2976.998047
	Iteration 110Q: 3 clusters Score -1176688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1176696.875000 Penalty: 2976.998047
	Iteration 111Q: 3 clusters Score -1176697 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1176700.625000 Penalty: 2976.998047
	Iteration 112Q: 3 clusters Score -1176701 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1176704.500000 Penalty: 2976.998047
	Iteration 113Q: 3 clusters Score -1176704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1176714.000000 Penalty: 2976.998047
	Iteration 114Q: 3 clusters Score -1176714 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1176721.625000 Penalty: 2976.998047
	Iteration 115Q: 3 clusters Score -1176722 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1176728.750000 Penalty: 2976.998047
	Iteration 116Q: 3 clusters Score -1176729 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1176733.750000 Penalty: 2976.998047
	Iteration 117Q: 3 clusters Score -1176734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1176736.125000 Penalty: 2976.998047
	Iteration 118Q: 3 clusters Score -1176736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1176740.625000 Penalty: 2976.998047
	Iteration 119Q: 3 clusters Score -1176741 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1176751.375000 Penalty: 2976.998047
	Iteration 120F: 3 clusters Score -1176751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1176756.375000 Penalty: 2976.998047
	Iteration 121Q: 3 clusters Score -1176756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1176759.875000 Penalty: 2976.998047
	Iteration 122Q: 3 clusters Score -1176760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1176764.875000 Penalty: 2976.998047
	Iteration 123Q: 3 clusters Score -1176765 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1176768.375000 Penalty: 2976.998047
	Iteration 124Q: 3 clusters Score -1176768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1176776.500000 Penalty: 2976.998047
	Iteration 125Q: 3 clusters Score -1176776 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1176782.625000 Penalty: 2976.998047
	Iteration 126Q: 3 clusters Score -1176783 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1176791.875000 Penalty: 2976.998047
	Iteration 127Q: 3 clusters Score -1176792 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1176801.125000 Penalty: 2976.998047
	Iteration 128Q: 3 clusters Score -1176801 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1176808.750000 Penalty: 2976.998047
	Iteration 129Q: 3 clusters Score -1176809 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1176814.625000 Penalty: 2976.998047
	Iteration 130Q: 3 clusters Score -1176815 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1176819.750000 Penalty: 2976.998047
	Iteration 131Q: 3 clusters Score -1176820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1176828.125000 Penalty: 2976.998047
	Iteration 132Q: 3 clusters Score -1176828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1176835.125000 Penalty: 2976.998047
	Iteration 133Q: 3 clusters Score -1176835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1176841.000000 Penalty: 2976.998047
	Iteration 134Q: 3 clusters Score -1176841 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1176853.875000 Penalty: 2976.998047
	Iteration 135Q: 3 clusters Score -1176854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1176866.250000 Penalty: 2976.998047
	Iteration 136Q: 3 clusters Score -1176866 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1176875.000000 Penalty: 2976.998047
	Iteration 137Q: 3 clusters Score -1176875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1176880.500000 Penalty: 2976.998047
	Iteration 138Q: 3 clusters Score -1176880 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1176891.875000 Penalty: 2976.998047
	Iteration 139Q: 3 clusters Score -1176892 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1176905.625000 Penalty: 2976.998047
	Iteration 140F: 3 clusters Score -1176906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1176919.500000 Penalty: 2976.998047
	Iteration 141Q: 3 clusters Score -1176920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1176928.250000 Penalty: 2976.998047
	Iteration 142Q: 3 clusters Score -1176928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1176934.875000 Penalty: 2976.998047
	Iteration 143Q: 3 clusters Score -1176935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1176936.625000 Penalty: 2976.998047
	Iteration 144Q: 3 clusters Score -1176937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1176937.125000 Penalty: 2976.998047
	Iteration 145Q: 3 clusters Score -1176937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1176939.250000 Penalty: 2976.998047
	Iteration 146Q: 3 clusters Score -1176939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1176942.500000 Penalty: 2976.998047
	Iteration 147Q: 3 clusters Score -1176942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1176943.500000 Penalty: 2976.998047
	Iteration 148Q: 3 clusters Score -1176944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1176947.000000 Penalty: 2976.998047
	Iteration 149Q: 3 clusters Score -1176947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1176948.000000 Penalty: 2976.998047
	Iteration 150Q: 3 clusters Score -1176948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1176949.500000 Penalty: 2976.998047
	Iteration 151Q: 3 clusters Score -1176950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1176954.250000 Penalty: 2976.998047
	Iteration 152Q: 3 clusters Score -1176954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1176956.125000 Penalty: 2976.998047
	Iteration 153Q: 3 clusters Score -1176956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1176954.750000 Penalty: 2976.998047
	Iteration 154Q: 3 clusters Score -1176955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1176955.500000 Penalty: 2976.998047
	Iteration 155Q: 3 clusters Score -1176956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1176956.625000 Penalty: 2976.998047
	Iteration 156Q: 3 clusters Score -1176957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1176957.875000 Penalty: 2976.998047
	Iteration 157Q: 3 clusters Score -1176958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1176958.625000 Penalty: 2976.998047
	Iteration 158Q: 3 clusters Score -1176959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1176959.625000 Penalty: 2976.998047
	Iteration 159Q: 3 clusters Score -1176960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1176958.875000 Penalty: 2976.998047
	Iteration 160F: 3 clusters Score -1176959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1176958.000000 Penalty: 2976.998047
	Iteration 161Q: 3 clusters Score -1176958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1176959.625000 Penalty: 2976.998047
	Iteration 162Q: 3 clusters Score -1176960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1176961.250000 Penalty: 2976.998047
	Iteration 163Q: 3 clusters Score -1176961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1176961.250000 Penalty: 2976.998047
	Iteration 164F: 3 clusters Score -1176961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Entering Unmasked Estep 
Score: -126241.750000 Penalty: 1147.048218
	Iteration 0F: 2 clusters Score -126241.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -124715.335938 Penalty: 2294.096436
	Iteration 0F: 3 clusters Score -124715.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -125123.523438 Penalty: 2294.096436
	Iteration 1F: 3 clusters Score -125123.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -125295.976562 Penalty: 2294.096436
	Iteration 2F: 3 clusters Score -125296 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -125391.875000 Penalty: 2294.096436
	Iteration 3F: 3 clusters Score -125391.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -125473.335938 Penalty: 2294.096436
	Iteration 4F: 3 clusters Score -125473.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -125536.398438 Penalty: 2294.096436
	Iteration 5Q: 3 clusters Score -125536.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -125603.984375 Penalty: 2294.096436
	Iteration 6F: 3 clusters Score -125604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -125683.476562 Penalty: 2294.096436
	Iteration 7Q: 3 clusters Score -125683.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -125735.906250 Penalty: 2294.096436
	Iteration 8Q: 3 clusters Score -125735.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -125774.070312 Penalty: 2294.096436
	Iteration 9Q: 3 clusters Score -125774.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -125803.500000 Penalty: 2294.096436
	Iteration 10Q: 3 clusters Score -125803.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -125820.906250 Penalty: 2294.096436
	Iteration 11Q: 3 clusters Score -125820.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -125834.914062 Penalty: 2294.096436
	Iteration 12Q: 3 clusters Score -125834.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -125839.437500 Penalty: 2294.096436
	Iteration 13Q: 3 clusters Score -125839.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -125844.789062 Penalty: 2294.096436
	Iteration 14Q: 3 clusters Score -125844.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -125846.312500 Penalty: 2294.096436
	Iteration 15Q: 3 clusters Score -125846.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -125848.359375 Penalty: 2294.096436
	Iteration 16Q: 3 clusters Score -125848.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -125851.257812 Penalty: 2294.096436
	Iteration 17Q: 3 clusters Score -125851.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -125854.976562 Penalty: 2294.096436
	Iteration 18Q: 3 clusters Score -125855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -125856.875000 Penalty: 2294.096436
	Iteration 19Q: 3 clusters Score -125856.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -125859.859375 Penalty: 2294.096436
	Iteration 20F: 3 clusters Score -125859.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -11209.448242 Penalty: 956.942627
	Iteration 0F: 2 clusters Score -11209.45 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 179 members 
Entering Unmasked Estep 
Score: -10410.336914 Penalty: 1913.885254
	Iteration 0F: 3 clusters Score -10410.34 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -10921.658203 Penalty: 1913.885254
	Iteration 1F: 3 clusters Score -10921.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -11010.191406 Penalty: 1913.885254
	Iteration 2F: 3 clusters Score -11010.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -11055.598633 Penalty: 1913.885254
	Iteration 3Q: 3 clusters Score -11055.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -11077.218750 Penalty: 1913.885254
	Iteration 4Q: 3 clusters Score -11077.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -11100.431641 Penalty: 1913.885254
	Iteration 5Q: 3 clusters Score -11100.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -11111.565430 Penalty: 1913.885254
	Iteration 6Q: 3 clusters Score -11111.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -11112.480469 Penalty: 1913.885254
	Iteration 7Q: 3 clusters Score -11112.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -11125.373047 Penalty: 1913.885254
	Iteration 8Q: 3 clusters Score -11125.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -11125.373047 Penalty: 1913.885254
	Iteration 9F: 3 clusters Score -11125.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Entering Unmasked Estep 
Score: -265459.343750 Penalty: 1247.728027
	Iteration 0F: 2 clusters Score -265459.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -263280.187500 Penalty: 2495.456055
	Iteration 0F: 3 clusters Score -263280.2 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -263769.937500 Penalty: 2495.456055
	Iteration 1F: 3 clusters Score -263769.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -263917.531250 Penalty: 2495.456055
	Iteration 2F: 3 clusters Score -263917.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -264008.062500 Penalty: 2495.456055
	Iteration 3Q: 3 clusters Score -264008.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -264077.906250 Penalty: 2495.456055
	Iteration 4Q: 3 clusters Score -264077.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -264132.250000 Penalty: 2495.456055
	Iteration 5Q: 3 clusters Score -264132.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -264173.250000 Penalty: 2495.456055
	Iteration 6Q: 3 clusters Score -264173.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -264208.125000 Penalty: 2495.456055
	Iteration 7Q: 3 clusters Score -264208.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -264252.750000 Penalty: 2495.456055
	Iteration 8Q: 3 clusters Score -264252.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -264308.687500 Penalty: 2495.456055
	Iteration 9Q: 3 clusters Score -264308.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -264358.250000 Penalty: 2495.456055
	Iteration 10Q: 3 clusters Score -264358.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -264402.593750 Penalty: 2495.456055
	Iteration 11Q: 3 clusters Score -264402.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -264442.375000 Penalty: 2495.456055
	Iteration 12Q: 3 clusters Score -264442.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -264488.468750 Penalty: 2495.456055
	Iteration 13Q: 3 clusters Score -264488.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -264528.593750 Penalty: 2495.456055
	Iteration 14Q: 3 clusters Score -264528.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -264563.000000 Penalty: 2495.456055
	Iteration 15Q: 3 clusters Score -264563 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -264595.031250 Penalty: 2495.456055
	Iteration 16Q: 3 clusters Score -264595 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -264615.437500 Penalty: 2495.456055
	Iteration 17Q: 3 clusters Score -264615.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -264638.156250 Penalty: 2495.456055
	Iteration 18Q: 3 clusters Score -264638.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -264654.000000 Penalty: 2495.456055
	Iteration 19Q: 3 clusters Score -264654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -264664.500000 Penalty: 2495.456055
	Iteration 20F: 3 clusters Score -264664.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -264679.562500 Penalty: 2495.456055
	Iteration 21Q: 3 clusters Score -264679.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -264692.843750 Penalty: 2495.456055
	Iteration 22Q: 3 clusters Score -264692.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -264700.187500 Penalty: 2495.456055
	Iteration 23Q: 3 clusters Score -264700.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -264703.343750 Penalty: 2495.456055
	Iteration 24Q: 3 clusters Score -264703.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -264705.562500 Penalty: 2495.456055
	Iteration 25Q: 3 clusters Score -264705.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -264710.343750 Penalty: 2495.456055
	Iteration 26Q: 3 clusters Score -264710.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -264713.687500 Penalty: 2495.456055
	Iteration 27Q: 3 clusters Score -264713.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -264714.281250 Penalty: 2495.456055
	Iteration 28Q: 3 clusters Score -264714.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -264714.281250 Penalty: 2495.456055
	Iteration 29F: 3 clusters Score -264714.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -54195.687500 Penalty: 1000.509094
	Iteration 0F: 2 clusters Score -54195.69 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 236 members 
Entering Unmasked Estep 
Score: -53163.359375 Penalty: 2001.018188
	Iteration 0F: 3 clusters Score -53163.36 nChanged 105
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: -53387.156250 Penalty: 2001.018188
	Iteration 1F: 3 clusters Score -53387.16 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -53516.101562 Penalty: 2001.018188
	Iteration 2F: 3 clusters Score -53516.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -53646.625000 Penalty: 2001.018188
	Iteration 3Q: 3 clusters Score -53646.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -53698.679688 Penalty: 2001.018188
	Iteration 4Q: 3 clusters Score -53698.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -53720.542969 Penalty: 2001.018188
	Iteration 5Q: 3 clusters Score -53720.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -53731.570312 Penalty: 2001.018188
	Iteration 6Q: 3 clusters Score -53731.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -53744.820312 Penalty: 2001.018188
	Iteration 7Q: 3 clusters Score -53744.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -53755.066406 Penalty: 2001.018188
	Iteration 8Q: 3 clusters Score -53755.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53765.121094 Penalty: 2001.018188
	Iteration 9Q: 3 clusters Score -53765.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -53766.222656 Penalty: 2001.018188
	Iteration 10Q: 3 clusters Score -53766.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53768.062500 Penalty: 2001.018188
	Iteration 11Q: 3 clusters Score -53768.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53774.343750 Penalty: 2001.018188
	Iteration 12Q: 3 clusters Score -53774.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -53781.539062 Penalty: 2001.018188
	Iteration 13Q: 3 clusters Score -53781.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53783.738281 Penalty: 2001.018188
	Iteration 14Q: 3 clusters Score -53783.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53783.738281 Penalty: 2001.018188
	Iteration 15F: 3 clusters Score -53783.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22099 members 
Mstep: Class 4 contains 16113 members 
Mstep: Class 5 contains 9897 members 
Mstep: Class 6 contains 6740 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 4545 members 
Mstep: Class 10 contains 1419 members 
Mstep: Class 11 contains 13927 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 40738 members 
Mstep: Class 14 contains 45455 members 
Mstep: Class 15 contains 9288 members 
Mstep: Class 16 contains 8602 members 
Mstep: Class 17 contains 108465 members 
Mstep: Class 18 contains 3493 members 
Mstep: Class 19 contains 9782 members 
Mstep: Class 20 contains 50628 members 
Mstep: Class 21 contains 6730 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 76697 members 
Mstep: Class 24 contains 98584 members 
Mstep: Class 25 contains 75480 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104969 members 
Mstep: Class 29 contains 4875 members 
Mstep: Class 30 contains 76791 members 
Mstep: Class 31 contains 93228 members 
Mstep: Class 32 contains 3158 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9509 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 2161 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769328.000000 Penalty: 87016.617188
Iteration 199Q: 40 clusters Score -1.117693e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22106 members 
Mstep: Class 4 contains 16151 members 
Mstep: Class 5 contains 9899 members 
Mstep: Class 6 contains 6740 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 4545 members 
Mstep: Class 10 contains 1419 members 
Mstep: Class 11 contains 13924 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 40708 members 
Mstep: Class 14 contains 45507 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 8602 members 
Mstep: Class 17 contains 108455 members 
Mstep: Class 18 contains 3491 members 
Mstep: Class 19 contains 9784 members 
Mstep: Class 20 contains 50702 members 
Mstep: Class 21 contains 6727 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 76635 members 
Mstep: Class 24 contains 98557 members 
Mstep: Class 25 contains 75478 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104948 members 
Mstep: Class 29 contains 4872 members 
Mstep: Class 30 contains 76787 members 
Mstep: Class 31 contains 93220 members 
Mstep: Class 32 contains 3158 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9509 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 2161 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769424.000000 Penalty: 87016.617188
Iteration 200F: 40 clusters Score -1.117694e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22117 members 
Mstep: Class 4 contains 16192 members 
Mstep: Class 5 contains 9908 members 
Mstep: Class 6 contains 6741 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 4544 members 
Mstep: Class 10 contains 1419 members 
Mstep: Class 11 contains 13920 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 40663 members 
Mstep: Class 14 contains 45544 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 108400 members 
Mstep: Class 18 contains 3491 members 
Mstep: Class 19 contains 9784 members 
Mstep: Class 20 contains 50803 members 
Mstep: Class 21 contains 6726 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 76575 members 
Mstep: Class 24 contains 98538 members 
Mstep: Class 25 contains 75464 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104980 members 
Mstep: Class 29 contains 4873 members 
Mstep: Class 30 contains 76780 members 
Mstep: Class 31 contains 93196 members 
Mstep: Class 32 contains 3160 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9506 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2161 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769552.000000 Penalty: 87016.617188
Iteration 201Q: 40 clusters Score -1.117696e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22119 members 
Mstep: Class 4 contains 16247 members 
Mstep: Class 5 contains 9910 members 
Mstep: Class 6 contains 6743 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 4545 members 
Mstep: Class 10 contains 1419 members 
Mstep: Class 11 contains 13920 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 40621 members 
Mstep: Class 14 contains 45576 members 
Mstep: Class 15 contains 9288 members 
Mstep: Class 16 contains 8603 members 
Mstep: Class 17 contains 108364 members 
Mstep: Class 18 contains 3491 members 
Mstep: Class 19 contains 9784 members 
Mstep: Class 20 contains 50894 members 
Mstep: Class 21 contains 6725 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 76510 members 
Mstep: Class 24 contains 98527 members 
Mstep: Class 25 contains 75443 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 105000 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 76765 members 
Mstep: Class 31 contains 93183 members 
Mstep: Class 32 contains 3160 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9505 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2161 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769560.000000 Penalty: 87016.617188
Iteration 202Q: 40 clusters Score -1.117696e+08 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22112 members 
Mstep: Class 4 contains 16289 members 
Mstep: Class 5 contains 9912 members 
Mstep: Class 6 contains 6743 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 4545 members 
Mstep: Class 10 contains 1419 members 
Mstep: Class 11 contains 13918 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 40580 members 
Mstep: Class 14 contains 45611 members 
Mstep: Class 15 contains 9288 members 
Mstep: Class 16 contains 8604 members 
Mstep: Class 17 contains 108377 members 
Mstep: Class 18 contains 3491 members 
Mstep: Class 19 contains 9785 members 
Mstep: Class 20 contains 50981 members 
Mstep: Class 21 contains 6727 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 76462 members 
Mstep: Class 24 contains 98506 members 
Mstep: Class 25 contains 75435 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104964 members 
Mstep: Class 29 contains 4869 members 
Mstep: Class 30 contains 76765 members 
Mstep: Class 31 contains 93162 members 
Mstep: Class 32 contains 3162 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9506 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2161 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769752.000000 Penalty: 87016.617188
Iteration 203Q: 40 clusters Score -1.117698e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22116 members 
Mstep: Class 4 contains 16332 members 
Mstep: Class 5 contains 9911 members 
Mstep: Class 6 contains 6744 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 4546 members 
Mstep: Class 10 contains 1418 members 
Mstep: Class 11 contains 13916 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 40544 members 
Mstep: Class 14 contains 45644 members 
Mstep: Class 15 contains 9288 members 
Mstep: Class 16 contains 8605 members 
Mstep: Class 17 contains 108425 members 
Mstep: Class 18 contains 3489 members 
Mstep: Class 19 contains 9783 members 
Mstep: Class 20 contains 51056 members 
Mstep: Class 21 contains 6729 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 76392 members 
Mstep: Class 24 contains 98459 members 
Mstep: Class 25 contains 75429 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104934 members 
Mstep: Class 29 contains 4865 members 
Mstep: Class 30 contains 76791 members 
Mstep: Class 31 contains 93129 members 
Mstep: Class 32 contains 3162 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9504 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2162 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769664.000000 Penalty: 87016.617188
Iteration 204Q: 40 clusters Score -1.117697e+08 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22133 members 
Mstep: Class 4 contains 16368 members 
Mstep: Class 5 contains 9904 members 
Mstep: Class 6 contains 6743 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3959 members 
Mstep: Class 9 contains 4545 members 
Mstep: Class 10 contains 1418 members 
Mstep: Class 11 contains 13916 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 40514 members 
Mstep: Class 14 contains 45680 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 8605 members 
Mstep: Class 17 contains 108454 members 
Mstep: Class 18 contains 3487 members 
Mstep: Class 19 contains 9784 members 
Mstep: Class 20 contains 51137 members 
Mstep: Class 21 contains 6728 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 76328 members 
Mstep: Class 24 contains 98429 members 
Mstep: Class 25 contains 75410 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104920 members 
Mstep: Class 29 contains 4863 members 
Mstep: Class 30 contains 76785 members 
Mstep: Class 31 contains 93108 members 
Mstep: Class 32 contains 3162 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9500 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2163 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769624.000000 Penalty: 87016.617188
Iteration 205Q: 40 clusters Score -1.117696e+08 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22137 members 
Mstep: Class 4 contains 16397 members 
Mstep: Class 5 contains 9904 members 
Mstep: Class 6 contains 6743 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3960 members 
Mstep: Class 9 contains 4547 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13913 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 40490 members 
Mstep: Class 14 contains 45707 members 
Mstep: Class 15 contains 9290 members 
Mstep: Class 16 contains 8607 members 
Mstep: Class 17 contains 108517 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 9783 members 
Mstep: Class 20 contains 51194 members 
Mstep: Class 21 contains 6727 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 76259 members 
Mstep: Class 24 contains 98383 members 
Mstep: Class 25 contains 75385 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104920 members 
Mstep: Class 29 contains 4859 members 
Mstep: Class 30 contains 76790 members 
Mstep: Class 31 contains 93098 members 
Mstep: Class 32 contains 3163 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9498 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2162 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769552.000000 Penalty: 87016.617188
Iteration 206Q: 40 clusters Score -1.117696e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22134 members 
Mstep: Class 4 contains 16432 members 
Mstep: Class 5 contains 9903 members 
Mstep: Class 6 contains 6744 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3960 members 
Mstep: Class 9 contains 4551 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13909 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 40439 members 
Mstep: Class 14 contains 45750 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 8611 members 
Mstep: Class 17 contains 108627 members 
Mstep: Class 18 contains 3482 members 
Mstep: Class 19 contains 9783 members 
Mstep: Class 20 contains 51215 members 
Mstep: Class 21 contains 6725 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 76194 members 
Mstep: Class 24 contains 98355 members 
Mstep: Class 25 contains 75370 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104874 members 
Mstep: Class 29 contains 4856 members 
Mstep: Class 30 contains 76791 members 
Mstep: Class 31 contains 93094 members 
Mstep: Class 32 contains 3164 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9501 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2162 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769600.000000 Penalty: 87016.617188
Iteration 207Q: 40 clusters Score -1.117696e+08 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22130 members 
Mstep: Class 4 contains 16485 members 
Mstep: Class 5 contains 9898 members 
Mstep: Class 6 contains 6744 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3959 members 
Mstep: Class 9 contains 4552 members 
Mstep: Class 10 contains 1416 members 
Mstep: Class 11 contains 13908 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 40396 members 
Mstep: Class 14 contains 45791 members 
Mstep: Class 15 contains 9288 members 
Mstep: Class 16 contains 8614 members 
Mstep: Class 17 contains 108679 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 9782 members 
Mstep: Class 20 contains 51241 members 
Mstep: Class 21 contains 6725 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 76129 members 
Mstep: Class 24 contains 98337 members 
Mstep: Class 25 contains 75376 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104846 members 
Mstep: Class 29 contains 4854 members 
Mstep: Class 30 contains 76788 members 
Mstep: Class 31 contains 93084 members 
Mstep: Class 32 contains 3164 members 
Mstep: Class 33 contains 1461 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9502 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2162 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769496.000000 Penalty: 87016.617188
Iteration 208Q: 40 clusters Score -1.117695e+08 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22126 members 
Mstep: Class 4 contains 16538 members 
Mstep: Class 5 contains 9901 members 
Mstep: Class 6 contains 6746 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3960 members 
Mstep: Class 9 contains 4552 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13903 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 40365 members 
Mstep: Class 14 contains 45841 members 
Mstep: Class 15 contains 9288 members 
Mstep: Class 16 contains 8613 members 
Mstep: Class 17 contains 108716 members 
Mstep: Class 18 contains 3484 members 
Mstep: Class 19 contains 9783 members 
Mstep: Class 20 contains 51283 members 
Mstep: Class 21 contains 6725 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 76063 members 
Mstep: Class 24 contains 98296 members 
Mstep: Class 25 contains 75379 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104813 members 
Mstep: Class 29 contains 4853 members 
Mstep: Class 30 contains 76792 members 
Mstep: Class 31 contains 93069 members 
Mstep: Class 32 contains 3164 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9502 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2160 members 
Mstep: Class 39 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769552.000000 Penalty: 87016.617188
Iteration 209Q: 40 clusters Score -1.117696e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22123 members 
Mstep: Class 4 contains 16583 members 
Mstep: Class 5 contains 9907 members 
Mstep: Class 6 contains 6750 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3959 members 
Mstep: Class 9 contains 4554 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13898 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 40337 members 
Mstep: Class 14 contains 45892 members 
Mstep: Class 15 contains 9288 members 
Mstep: Class 16 contains 8612 members 
Mstep: Class 17 contains 108718 members 
Mstep: Class 18 contains 3485 members 
Mstep: Class 19 contains 9783 members 
Mstep: Class 20 contains 51343 members 
Mstep: Class 21 contains 6727 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 76006 members 
Mstep: Class 24 contains 98268 members 
Mstep: Class 25 contains 75367 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104790 members 
Mstep: Class 29 contains 4852 members 
Mstep: Class 30 contains 76789 members 
Mstep: Class 31 contains 93052 members 
Mstep: Class 32 contains 3165 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9503 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2162 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769344.000000 Penalty: 87016.617188
Iteration 210Q: 40 clusters Score -1.117693e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22121 members 
Mstep: Class 4 contains 16640 members 
Mstep: Class 5 contains 9908 members 
Mstep: Class 6 contains 6750 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 4556 members 
Mstep: Class 10 contains 1418 members 
Mstep: Class 11 contains 13894 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 40301 members 
Mstep: Class 14 contains 45945 members 
Mstep: Class 15 contains 9288 members 
Mstep: Class 16 contains 8613 members 
Mstep: Class 17 contains 108745 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 9782 members 
Mstep: Class 20 contains 51399 members 
Mstep: Class 21 contains 6727 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 75953 members 
Mstep: Class 24 contains 98224 members 
Mstep: Class 25 contains 75366 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104769 members 
Mstep: Class 29 contains 4852 members 
Mstep: Class 30 contains 76784 members 
Mstep: Class 31 contains 93019 members 
Mstep: Class 32 contains 3165 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9504 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2166 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769112.000000 Penalty: 87016.617188
Iteration 211Q: 40 clusters Score -1.117691e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22123 members 
Mstep: Class 4 contains 16702 members 
Mstep: Class 5 contains 9912 members 
Mstep: Class 6 contains 6750 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 4558 members 
Mstep: Class 10 contains 1416 members 
Mstep: Class 11 contains 13896 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 40263 members 
Mstep: Class 14 contains 46003 members 
Mstep: Class 15 contains 9287 members 
Mstep: Class 16 contains 8612 members 
Mstep: Class 17 contains 108756 members 
Mstep: Class 18 contains 3482 members 
Mstep: Class 19 contains 9781 members 
Mstep: Class 20 contains 51454 members 
Mstep: Class 21 contains 6727 members 
Mstep: Class 22 contains 629 members 
Mstep: Class 23 contains 75905 members 
Mstep: Class 24 contains 98187 members 
Mstep: Class 25 contains 75367 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104741 members 
Mstep: Class 29 contains 4851 members 
Mstep: Class 30 contains 76768 members 
Mstep: Class 31 contains 92997 members 
Mstep: Class 32 contains 3163 members 
Mstep: Class 33 contains 1464 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9503 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2165 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111768792.000000 Penalty: 87016.617188
Iteration 212Q: 40 clusters Score -1.117688e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22124 members 
Mstep: Class 4 contains 16767 members 
Mstep: Class 5 contains 9915 members 
Mstep: Class 6 contains 6749 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3956 members 
Mstep: Class 9 contains 4558 members 
Mstep: Class 10 contains 1416 members 
Mstep: Class 11 contains 13890 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 40225 members 
Mstep: Class 14 contains 46079 members 
Mstep: Class 15 contains 9288 members 
Mstep: Class 16 contains 8614 members 
Mstep: Class 17 contains 108756 members 
Mstep: Class 18 contains 3481 members 
Mstep: Class 19 contains 9782 members 
Mstep: Class 20 contains 51530 members 
Mstep: Class 21 contains 6728 members 
Mstep: Class 22 contains 629 members 
Mstep: Class 23 contains 75836 members 
Mstep: Class 24 contains 98146 members 
Mstep: Class 25 contains 75371 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104691 members 
Mstep: Class 29 contains 4849 members 
Mstep: Class 30 contains 76751 members 
Mstep: Class 31 contains 92997 members 
Mstep: Class 32 contains 3163 members 
Mstep: Class 33 contains 1464 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9498 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2166 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769080.000000 Penalty: 87016.617188
Iteration 213Q: 40 clusters Score -1.117691e+08 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22135 members 
Mstep: Class 4 contains 16831 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 6748 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3959 members 
Mstep: Class 9 contains 4561 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 11 contains 13886 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 40188 members 
Mstep: Class 14 contains 46165 members 
Mstep: Class 15 contains 9288 members 
Mstep: Class 16 contains 8614 members 
Mstep: Class 17 contains 108734 members 
Mstep: Class 18 contains 3476 members 
Mstep: Class 19 contains 9783 members 
Mstep: Class 20 contains 51611 members 
Mstep: Class 21 contains 6726 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 75767 members 
Mstep: Class 24 contains 98101 members 
Mstep: Class 25 contains 75369 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104638 members 
Mstep: Class 29 contains 4847 members 
Mstep: Class 30 contains 76747 members 
Mstep: Class 31 contains 92993 members 
Mstep: Class 32 contains 3161 members 
Mstep: Class 33 contains 1464 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9499 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2166 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769168.000000 Penalty: 87016.617188
Iteration 214Q: 40 clusters Score -1.117692e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22139 members 
Mstep: Class 4 contains 16888 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 6749 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3960 members 
Mstep: Class 9 contains 4562 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 11 contains 13886 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 40152 members 
Mstep: Class 14 contains 46239 members 
Mstep: Class 15 contains 9290 members 
Mstep: Class 16 contains 8615 members 
Mstep: Class 17 contains 108708 members 
Mstep: Class 18 contains 3474 members 
Mstep: Class 19 contains 9782 members 
Mstep: Class 20 contains 51655 members 
Mstep: Class 21 contains 6725 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 75690 members 
Mstep: Class 24 contains 98058 members 
Mstep: Class 25 contains 75374 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104638 members 
Mstep: Class 29 contains 4848 members 
Mstep: Class 30 contains 76737 members 
Mstep: Class 31 contains 93003 members 
Mstep: Class 32 contains 3158 members 
Mstep: Class 33 contains 1464 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9499 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2165 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769088.000000 Penalty: 87016.617188
Iteration 215Q: 40 clusters Score -1.117691e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22138 members 
Mstep: Class 4 contains 16927 members 
Mstep: Class 5 contains 9920 members 
Mstep: Class 6 contains 6745 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3960 members 
Mstep: Class 9 contains 4563 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 11 contains 13882 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 40119 members 
Mstep: Class 14 contains 46310 members 
Mstep: Class 15 contains 9291 members 
Mstep: Class 16 contains 8619 members 
Mstep: Class 17 contains 108731 members 
Mstep: Class 18 contains 3473 members 
Mstep: Class 19 contains 9782 members 
Mstep: Class 20 contains 51715 members 
Mstep: Class 21 contains 6724 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 75619 members 
Mstep: Class 24 contains 98029 members 
Mstep: Class 25 contains 75360 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104620 members 
Mstep: Class 29 contains 4848 members 
Mstep: Class 30 contains 76722 members 
Mstep: Class 31 contains 92994 members 
Mstep: Class 32 contains 3158 members 
Mstep: Class 33 contains 1464 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9498 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2166 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769128.000000 Penalty: 87016.617188
Iteration 216Q: 40 clusters Score -1.117691e+08 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22134 members 
Mstep: Class 4 contains 16980 members 
Mstep: Class 5 contains 9920 members 
Mstep: Class 6 contains 6744 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3961 members 
Mstep: Class 9 contains 4565 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 11 contains 13880 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 40073 members 
Mstep: Class 14 contains 46387 members 
Mstep: Class 15 contains 9292 members 
Mstep: Class 16 contains 8619 members 
Mstep: Class 17 contains 108758 members 
Mstep: Class 18 contains 3473 members 
Mstep: Class 19 contains 9782 members 
Mstep: Class 20 contains 51766 members 
Mstep: Class 21 contains 6724 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 75559 members 
Mstep: Class 24 contains 98005 members 
Mstep: Class 25 contains 75353 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104573 members 
Mstep: Class 29 contains 4849 members 
Mstep: Class 30 contains 76705 members 
Mstep: Class 31 contains 92983 members 
Mstep: Class 32 contains 3161 members 
Mstep: Class 33 contains 1464 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9501 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2166 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769128.000000 Penalty: 87016.617188
Iteration 217Q: 40 clusters Score -1.117691e+08 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22131 members 
Mstep: Class 4 contains 17035 members 
Mstep: Class 5 contains 9928 members 
Mstep: Class 6 contains 6736 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3963 members 
Mstep: Class 9 contains 4565 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 11 contains 13873 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 40027 members 
Mstep: Class 14 contains 46477 members 
Mstep: Class 15 contains 9295 members 
Mstep: Class 16 contains 8618 members 
Mstep: Class 17 contains 108762 members 
Mstep: Class 18 contains 3477 members 
Mstep: Class 19 contains 9781 members 
Mstep: Class 20 contains 51796 members 
Mstep: Class 21 contains 6722 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 75491 members 
Mstep: Class 24 contains 97977 members 
Mstep: Class 25 contains 75361 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104555 members 
Mstep: Class 29 contains 4849 members 
Mstep: Class 30 contains 76705 members 
Mstep: Class 31 contains 92958 members 
Mstep: Class 32 contains 3161 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9504 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2167 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769136.000000 Penalty: 87016.617188
Iteration 218Q: 40 clusters Score -1.117691e+08 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22127 members 
Mstep: Class 4 contains 17082 members 
Mstep: Class 5 contains 9939 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3963 members 
Mstep: Class 9 contains 4565 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 11 contains 13871 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39987 members 
Mstep: Class 14 contains 46581 members 
Mstep: Class 15 contains 9296 members 
Mstep: Class 16 contains 8617 members 
Mstep: Class 17 contains 108811 members 
Mstep: Class 18 contains 3480 members 
Mstep: Class 19 contains 9781 members 
Mstep: Class 20 contains 51821 members 
Mstep: Class 21 contains 6719 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 75437 members 
Mstep: Class 24 contains 97935 members 
Mstep: Class 25 contains 75335 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104494 members 
Mstep: Class 29 contains 4849 members 
Mstep: Class 30 contains 76723 members 
Mstep: Class 31 contains 92938 members 
Mstep: Class 32 contains 3162 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9502 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2168 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769232.000000 Penalty: 87016.617188
Iteration 219Q: 40 clusters Score -1.117692e+08 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22135 members 
Mstep: Class 4 contains 17135 members 
Mstep: Class 5 contains 9937 members 
Mstep: Class 6 contains 6727 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3965 members 
Mstep: Class 9 contains 4565 members 
Mstep: Class 10 contains 1413 members 
Mstep: Class 11 contains 13875 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39947 members 
Mstep: Class 14 contains 46689 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 8620 members 
Mstep: Class 17 contains 108856 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 9780 members 
Mstep: Class 20 contains 51874 members 
Mstep: Class 21 contains 6719 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 75365 members 
Mstep: Class 24 contains 97871 members 
Mstep: Class 25 contains 75316 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104436 members 
Mstep: Class 29 contains 4848 members 
Mstep: Class 30 contains 76721 members 
Mstep: Class 31 contains 92918 members 
Mstep: Class 32 contains 3163 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9504 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2169 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769384.000000 Penalty: 87016.617188
Iteration 220F: 40 clusters Score -1.117694e+08 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22148 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 9941 members 
Mstep: Class 6 contains 6723 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 4564 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 11 contains 13875 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39924 members 
Mstep: Class 14 contains 46811 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 8625 members 
Mstep: Class 17 contains 108876 members 
Mstep: Class 18 contains 3485 members 
Mstep: Class 19 contains 9780 members 
Mstep: Class 20 contains 51933 members 
Mstep: Class 21 contains 6720 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 75296 members 
Mstep: Class 24 contains 97814 members 
Mstep: Class 25 contains 75283 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104400 members 
Mstep: Class 29 contains 4848 members 
Mstep: Class 30 contains 76709 members 
Mstep: Class 31 contains 92875 members 
Mstep: Class 32 contains 3164 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9505 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2167 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769632.000000 Penalty: 87016.617188
Iteration 221Q: 40 clusters Score -1.117696e+08 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22165 members 
Mstep: Class 4 contains 17225 members 
Mstep: Class 5 contains 9947 members 
Mstep: Class 6 contains 6717 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3968 members 
Mstep: Class 9 contains 4566 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 11 contains 13872 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39896 members 
Mstep: Class 14 contains 46937 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 8630 members 
Mstep: Class 17 contains 108884 members 
Mstep: Class 18 contains 3487 members 
Mstep: Class 19 contains 9781 members 
Mstep: Class 20 contains 51980 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 75245 members 
Mstep: Class 24 contains 97770 members 
Mstep: Class 25 contains 75257 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104345 members 
Mstep: Class 29 contains 4848 members 
Mstep: Class 30 contains 76712 members 
Mstep: Class 31 contains 92829 members 
Mstep: Class 32 contains 3163 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9509 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2167 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769488.000000 Penalty: 87016.617188
Iteration 222Q: 40 clusters Score -1.117695e+08 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22170 members 
Mstep: Class 4 contains 17264 members 
Mstep: Class 5 contains 9951 members 
Mstep: Class 6 contains 6719 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3971 members 
Mstep: Class 9 contains 4567 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 11 contains 13869 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39860 members 
Mstep: Class 14 contains 47034 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 8631 members 
Mstep: Class 17 contains 108925 members 
Mstep: Class 18 contains 3490 members 
Mstep: Class 19 contains 9779 members 
Mstep: Class 20 contains 52007 members 
Mstep: Class 21 contains 6716 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 75185 members 
Mstep: Class 24 contains 97739 members 
Mstep: Class 25 contains 75242 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104296 members 
Mstep: Class 29 contains 4849 members 
Mstep: Class 30 contains 76709 members 
Mstep: Class 31 contains 92803 members 
Mstep: Class 32 contains 3163 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9508 members 
Mstep: Class 36 contains 1167 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2167 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769616.000000 Penalty: 87016.617188
Iteration 223Q: 40 clusters Score -1.117696e+08 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22162 members 
Mstep: Class 4 contains 17332 members 
Mstep: Class 5 contains 9958 members 
Mstep: Class 6 contains 6716 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3973 members 
Mstep: Class 9 contains 4569 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 11 contains 13868 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39816 members 
Mstep: Class 14 contains 47142 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 8634 members 
Mstep: Class 17 contains 108997 members 
Mstep: Class 18 contains 3493 members 
Mstep: Class 19 contains 9778 members 
Mstep: Class 20 contains 52003 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 75119 members 
Mstep: Class 24 contains 97709 members 
Mstep: Class 25 contains 75205 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104242 members 
Mstep: Class 29 contains 4849 members 
Mstep: Class 30 contains 76704 members 
Mstep: Class 31 contains 92793 members 
Mstep: Class 32 contains 3165 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9509 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2166 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769416.000000 Penalty: 87016.617188
Iteration 224Q: 40 clusters Score -1.117694e+08 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22160 members 
Mstep: Class 4 contains 17386 members 
Mstep: Class 5 contains 9967 members 
Mstep: Class 6 contains 6713 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3977 members 
Mstep: Class 9 contains 4569 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 11 contains 13868 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39771 members 
Mstep: Class 14 contains 47267 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 8633 members 
Mstep: Class 17 contains 108996 members 
Mstep: Class 18 contains 3491 members 
Mstep: Class 19 contains 9776 members 
Mstep: Class 20 contains 52022 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 75051 members 
Mstep: Class 24 contains 97684 members 
Mstep: Class 25 contains 75184 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104191 members 
Mstep: Class 29 contains 4849 members 
Mstep: Class 30 contains 76712 members 
Mstep: Class 31 contains 92794 members 
Mstep: Class 32 contains 3165 members 
Mstep: Class 33 contains 1461 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9512 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2168 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769568.000000 Penalty: 87016.617188
Iteration 225Q: 40 clusters Score -1.117696e+08 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22158 members 
Mstep: Class 4 contains 17435 members 
Mstep: Class 5 contains 9968 members 
Mstep: Class 6 contains 6712 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3981 members 
Mstep: Class 9 contains 4569 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 11 contains 13865 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39736 members 
Mstep: Class 14 contains 47392 members 
Mstep: Class 15 contains 9295 members 
Mstep: Class 16 contains 8634 members 
Mstep: Class 17 contains 108984 members 
Mstep: Class 18 contains 3492 members 
Mstep: Class 19 contains 9775 members 
Mstep: Class 20 contains 52046 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 74973 members 
Mstep: Class 24 contains 97651 members 
Mstep: Class 25 contains 75142 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104190 members 
Mstep: Class 29 contains 4850 members 
Mstep: Class 30 contains 76704 members 
Mstep: Class 31 contains 92797 members 
Mstep: Class 32 contains 3166 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9516 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2170 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769624.000000 Penalty: 87016.617188
Iteration 226Q: 40 clusters Score -1.117696e+08 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22168 members 
Mstep: Class 4 contains 17479 members 
Mstep: Class 5 contains 9973 members 
Mstep: Class 6 contains 6709 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3982 members 
Mstep: Class 9 contains 4570 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 11 contains 13862 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39692 members 
Mstep: Class 14 contains 47506 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 8637 members 
Mstep: Class 17 contains 109016 members 
Mstep: Class 18 contains 3493 members 
Mstep: Class 19 contains 9773 members 
Mstep: Class 20 contains 52084 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 74898 members 
Mstep: Class 24 contains 97623 members 
Mstep: Class 25 contains 75126 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104116 members 
Mstep: Class 29 contains 4853 members 
Mstep: Class 30 contains 76708 members 
Mstep: Class 31 contains 92788 members 
Mstep: Class 32 contains 3165 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9515 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2169 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769848.000000 Penalty: 87016.617188
Iteration 227Q: 40 clusters Score -1.117698e+08 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22172 members 
Mstep: Class 4 contains 17527 members 
Mstep: Class 5 contains 9975 members 
Mstep: Class 6 contains 6709 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3982 members 
Mstep: Class 9 contains 4574 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 11 contains 13866 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39654 members 
Mstep: Class 14 contains 47632 members 
Mstep: Class 15 contains 9292 members 
Mstep: Class 16 contains 8639 members 
Mstep: Class 17 contains 109043 members 
Mstep: Class 18 contains 3495 members 
Mstep: Class 19 contains 9771 members 
Mstep: Class 20 contains 52107 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 74828 members 
Mstep: Class 24 contains 97599 members 
Mstep: Class 25 contains 75094 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104046 members 
Mstep: Class 29 contains 4851 members 
Mstep: Class 30 contains 76697 members 
Mstep: Class 31 contains 92794 members 
Mstep: Class 32 contains 3166 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9516 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2169 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111769808.000000 Penalty: 87016.617188
Iteration 228Q: 40 clusters Score -1.117698e+08 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22186 members 
Mstep: Class 4 contains 17580 members 
Mstep: Class 5 contains 9970 members 
Mstep: Class 6 contains 6707 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3982 members 
Mstep: Class 9 contains 4574 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 11 contains 13866 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39611 members 
Mstep: Class 14 contains 47740 members 
Mstep: Class 15 contains 9293 members 
Mstep: Class 16 contains 8646 members 
Mstep: Class 17 contains 109030 members 
Mstep: Class 18 contains 3501 members 
Mstep: Class 19 contains 9771 members 
Mstep: Class 20 contains 52167 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 74748 members 
Mstep: Class 24 contains 97536 members 
Mstep: Class 25 contains 75071 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 104063 members 
Mstep: Class 29 contains 4852 members 
Mstep: Class 30 contains 76684 members 
Mstep: Class 31 contains 92761 members 
Mstep: Class 32 contains 3169 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9520 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2171 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111770160.000000 Penalty: 87016.617188
Iteration 229Q: 40 clusters Score -1.117702e+08 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22176 members 
Mstep: Class 4 contains 17644 members 
Mstep: Class 5 contains 9972 members 
Mstep: Class 6 contains 6709 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3982 members 
Mstep: Class 9 contains 4577 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 11 contains 13865 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39593 members 
Mstep: Class 14 contains 47852 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 8649 members 
Mstep: Class 17 contains 109046 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 9770 members 
Mstep: Class 20 contains 52220 members 
Mstep: Class 21 contains 6711 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 74676 members 
Mstep: Class 24 contains 97503 members 
Mstep: Class 25 contains 75047 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103976 members 
Mstep: Class 29 contains 4852 members 
Mstep: Class 30 contains 76702 members 
Mstep: Class 31 contains 92731 members 
Mstep: Class 32 contains 3172 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9518 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2171 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111770208.000000 Penalty: 87016.617188
Iteration 230Q: 40 clusters Score -1.117702e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22174 members 
Mstep: Class 4 contains 17701 members 
Mstep: Class 5 contains 9979 members 
Mstep: Class 6 contains 6712 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3983 members 
Mstep: Class 9 contains 4578 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13864 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39569 members 
Mstep: Class 14 contains 47957 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 8654 members 
Mstep: Class 17 contains 109039 members 
Mstep: Class 18 contains 3497 members 
Mstep: Class 19 contains 9768 members 
Mstep: Class 20 contains 52267 members 
Mstep: Class 21 contains 6710 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 74611 members 
Mstep: Class 24 contains 97473 members 
Mstep: Class 25 contains 75019 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103933 members 
Mstep: Class 29 contains 4851 members 
Mstep: Class 30 contains 76704 members 
Mstep: Class 31 contains 92709 members 
Mstep: Class 32 contains 3171 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9521 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2173 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111770256.000000 Penalty: 87016.617188
Iteration 231Q: 40 clusters Score -1.117703e+08 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22170 members 
Mstep: Class 4 contains 17749 members 
Mstep: Class 5 contains 9984 members 
Mstep: Class 6 contains 6714 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3985 members 
Mstep: Class 9 contains 4582 members 
Mstep: Class 10 contains 1418 members 
Mstep: Class 11 contains 13865 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39539 members 
Mstep: Class 14 contains 48073 members 
Mstep: Class 15 contains 9292 members 
Mstep: Class 16 contains 8655 members 
Mstep: Class 17 contains 108997 members 
Mstep: Class 18 contains 3494 members 
Mstep: Class 19 contains 9768 members 
Mstep: Class 20 contains 52321 members 
Mstep: Class 21 contains 6710 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 74541 members 
Mstep: Class 24 contains 97465 members 
Mstep: Class 25 contains 74980 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103903 members 
Mstep: Class 29 contains 4851 members 
Mstep: Class 30 contains 76698 members 
Mstep: Class 31 contains 92709 members 
Mstep: Class 32 contains 3167 members 
Mstep: Class 33 contains 1462 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9525 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2173 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111770344.000000 Penalty: 87016.617188
Iteration 232Q: 40 clusters Score -1.117703e+08 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22176 members 
Mstep: Class 4 contains 17787 members 
Mstep: Class 5 contains 9987 members 
Mstep: Class 6 contains 6716 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3990 members 
Mstep: Class 9 contains 4583 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13869 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39505 members 
Mstep: Class 14 contains 48178 members 
Mstep: Class 15 contains 9292 members 
Mstep: Class 16 contains 8656 members 
Mstep: Class 17 contains 108974 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 9766 members 
Mstep: Class 20 contains 52382 members 
Mstep: Class 21 contains 6709 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 74447 members 
Mstep: Class 24 contains 97431 members 
Mstep: Class 25 contains 74935 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103915 members 
Mstep: Class 29 contains 4848 members 
Mstep: Class 30 contains 76684 members 
Mstep: Class 31 contains 92714 members 
Mstep: Class 32 contains 3168 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9526 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2173 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111770400.000000 Penalty: 87016.617188
Iteration 233Q: 40 clusters Score -1.117704e+08 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22184 members 
Mstep: Class 4 contains 17837 members 
Mstep: Class 5 contains 9990 members 
Mstep: Class 6 contains 6717 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3993 members 
Mstep: Class 9 contains 4583 members 
Mstep: Class 10 contains 1418 members 
Mstep: Class 11 contains 13873 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39465 members 
Mstep: Class 14 contains 48298 members 
Mstep: Class 15 contains 9292 members 
Mstep: Class 16 contains 8655 members 
Mstep: Class 17 contains 108958 members 
Mstep: Class 18 contains 3500 members 
Mstep: Class 19 contains 9766 members 
Mstep: Class 20 contains 52401 members 
Mstep: Class 21 contains 6707 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 74380 members 
Mstep: Class 24 contains 97396 members 
Mstep: Class 25 contains 74905 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103884 members 
Mstep: Class 29 contains 4847 members 
Mstep: Class 30 contains 76691 members 
Mstep: Class 31 contains 92717 members 
Mstep: Class 32 contains 3169 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9526 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2175 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111770536.000000 Penalty: 87016.617188
Iteration 234Q: 40 clusters Score -1.117705e+08 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22175 members 
Mstep: Class 4 contains 17896 members 
Mstep: Class 5 contains 9992 members 
Mstep: Class 6 contains 6721 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 3998 members 
Mstep: Class 9 contains 4582 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13874 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39426 members 
Mstep: Class 14 contains 48414 members 
Mstep: Class 15 contains 9291 members 
Mstep: Class 16 contains 8657 members 
Mstep: Class 17 contains 108955 members 
Mstep: Class 18 contains 3500 members 
Mstep: Class 19 contains 9767 members 
Mstep: Class 20 contains 52444 members 
Mstep: Class 21 contains 6703 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 74279 members 
Mstep: Class 24 contains 97389 members 
Mstep: Class 25 contains 74881 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103850 members 
Mstep: Class 29 contains 4847 members 
Mstep: Class 30 contains 76676 members 
Mstep: Class 31 contains 92725 members 
Mstep: Class 32 contains 3167 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9526 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2175 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111770544.000000 Penalty: 87016.617188
Iteration 235Q: 40 clusters Score -1.117705e+08 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22170 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 9992 members 
Mstep: Class 6 contains 6723 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4001 members 
Mstep: Class 9 contains 4583 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 13875 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39390 members 
Mstep: Class 14 contains 48540 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 8661 members 
Mstep: Class 17 contains 108963 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 9767 members 
Mstep: Class 20 contains 52500 members 
Mstep: Class 21 contains 6700 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 74198 members 
Mstep: Class 24 contains 97370 members 
Mstep: Class 25 contains 74835 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103830 members 
Mstep: Class 29 contains 4848 members 
Mstep: Class 30 contains 76655 members 
Mstep: Class 31 contains 92697 members 
Mstep: Class 32 contains 3163 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9526 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2174 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111770536.000000 Penalty: 87016.617188
Iteration 236Q: 40 clusters Score -1.117705e+08 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22160 members 
Mstep: Class 4 contains 18023 members 
Mstep: Class 5 contains 9984 members 
Mstep: Class 6 contains 6727 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4005 members 
Mstep: Class 9 contains 4584 members 
Mstep: Class 10 contains 1418 members 
Mstep: Class 11 contains 13879 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39352 members 
Mstep: Class 14 contains 48664 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 8663 members 
Mstep: Class 17 contains 108963 members 
Mstep: Class 18 contains 3501 members 
Mstep: Class 19 contains 9767 members 
Mstep: Class 20 contains 52539 members 
Mstep: Class 21 contains 6698 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 74116 members 
Mstep: Class 24 contains 97339 members 
Mstep: Class 25 contains 74802 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103819 members 
Mstep: Class 29 contains 4849 members 
Mstep: Class 30 contains 76656 members 
Mstep: Class 31 contains 92668 members 
Mstep: Class 32 contains 3160 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9525 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2175 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111770408.000000 Penalty: 87016.617188
Iteration 237Q: 40 clusters Score -1.117704e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22161 members 
Mstep: Class 4 contains 18084 members 
Mstep: Class 5 contains 9983 members 
Mstep: Class 6 contains 6731 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4007 members 
Mstep: Class 9 contains 4584 members 
Mstep: Class 10 contains 1418 members 
Mstep: Class 11 contains 13884 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39302 members 
Mstep: Class 14 contains 48787 members 
Mstep: Class 15 contains 9290 members 
Mstep: Class 16 contains 8667 members 
Mstep: Class 17 contains 108997 members 
Mstep: Class 18 contains 3506 members 
Mstep: Class 19 contains 9767 members 
Mstep: Class 20 contains 52585 members 
Mstep: Class 21 contains 6696 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 74049 members 
Mstep: Class 24 contains 97294 members 
Mstep: Class 25 contains 74746 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103798 members 
Mstep: Class 29 contains 4849 members 
Mstep: Class 30 contains 76633 members 
Mstep: Class 31 contains 92644 members 
Mstep: Class 32 contains 3160 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9527 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2176 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111770520.000000 Penalty: 87016.617188
Iteration 238Q: 40 clusters Score -1.117705e+08 nChanged 1418
Entering ConstructFrom: 
Score: -111770520.000000 Penalty: 87016.617188
Entering ConstructFrom: 
Trying to split cluster 1 (3113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Entering Unmasked Estep 
Score: -356859.125000 Penalty: 1307.043213
	Iteration 0F: 2 clusters Score -356859.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -354094.906250 Penalty: 2614.086426
	Iteration 0F: 3 clusters Score -354094.9 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -354888.125000 Penalty: 2614.086426
	Iteration 1F: 3 clusters Score -354888.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -355166.718750 Penalty: 2614.086426
	Iteration 2F: 3 clusters Score -355166.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -355349.343750 Penalty: 2614.086426
	Iteration 3F: 3 clusters Score -355349.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -355469.500000 Penalty: 2614.086426
	Iteration 4Q: 3 clusters Score -355469.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -355562.031250 Penalty: 2614.086426
	Iteration 5Q: 3 clusters Score -355562 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -355646.937500 Penalty: 2614.086426
	Iteration 6Q: 3 clusters Score -355646.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -355717.968750 Penalty: 2614.086426
	Iteration 7Q: 3 clusters Score -355718 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -355807.937500 Penalty: 2614.086426
	Iteration 8Q: 3 clusters Score -355807.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -355918.843750 Penalty: 2614.086426
	Iteration 9Q: 3 clusters Score -355918.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -356024.906250 Penalty: 2614.086426
	Iteration 10Q: 3 clusters Score -356024.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -356097.312500 Penalty: 2614.086426
	Iteration 11Q: 3 clusters Score -356097.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -356163.031250 Penalty: 2614.086426
	Iteration 12Q: 3 clusters Score -356163 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -356215.062500 Penalty: 2614.086426
	Iteration 13Q: 3 clusters Score -356215.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -356249.625000 Penalty: 2614.086426
	Iteration 14Q: 3 clusters Score -356249.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -356279.812500 Penalty: 2614.086426
	Iteration 15Q: 3 clusters Score -356279.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -356302.656250 Penalty: 2614.086426
	Iteration 16Q: 3 clusters Score -356302.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -356320.281250 Penalty: 2614.086426
	Iteration 17Q: 3 clusters Score -356320.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -356336.687500 Penalty: 2614.086426
	Iteration 18Q: 3 clusters Score -356336.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -356353.562500 Penalty: 2614.086426
	Iteration 19Q: 3 clusters Score -356353.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -356370.687500 Penalty: 2614.086426
	Iteration 20F: 3 clusters Score -356370.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -356384.125000 Penalty: 2614.086426
	Iteration 21Q: 3 clusters Score -356384.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -356396.500000 Penalty: 2614.086426
	Iteration 22Q: 3 clusters Score -356396.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -356407.250000 Penalty: 2614.086426
	Iteration 23Q: 3 clusters Score -356407.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -356412.843750 Penalty: 2614.086426
	Iteration 24Q: 3 clusters Score -356412.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -356416.531250 Penalty: 2614.086426
	Iteration 25Q: 3 clusters Score -356416.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -356419.906250 Penalty: 2614.086426
	Iteration 26Q: 3 clusters Score -356419.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -356426.468750 Penalty: 2614.086426
	Iteration 27Q: 3 clusters Score -356426.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -356433.250000 Penalty: 2614.086426
	Iteration 28Q: 3 clusters Score -356433.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -356441.843750 Penalty: 2614.086426
	Iteration 29Q: 3 clusters Score -356441.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -356447.718750 Penalty: 2614.086426
	Iteration 30Q: 3 clusters Score -356447.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -356452.625000 Penalty: 2614.086426
	Iteration 31Q: 3 clusters Score -356452.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -356459.156250 Penalty: 2614.086426
	Iteration 32Q: 3 clusters Score -356459.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -356465.218750 Penalty: 2614.086426
	Iteration 33Q: 3 clusters Score -356465.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -356469.468750 Penalty: 2614.086426
	Iteration 34Q: 3 clusters Score -356469.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -356471.562500 Penalty: 2614.086426
	Iteration 35Q: 3 clusters Score -356471.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -356473.750000 Penalty: 2614.086426
	Iteration 36Q: 3 clusters Score -356473.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -356475.875000 Penalty: 2614.086426
	Iteration 37Q: 3 clusters Score -356475.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -356476.625000 Penalty: 2614.086426
	Iteration 38Q: 3 clusters Score -356476.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -356476.625000 Penalty: 2614.086426
	Iteration 39F: 3 clusters Score -356476.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Entering Unmasked Estep 
Score: -63867.839844 Penalty: 1066.167480
	Iteration 0F: 2 clusters Score -63867.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -62808.796875 Penalty: 2132.334961
	Iteration 0F: 3 clusters Score -62808.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -63322.300781 Penalty: 2132.334961
	Iteration 1F: 3 clusters Score -63322.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -63851.363281 Penalty: 2132.334961
	Iteration 2F: 3 clusters Score -63851.36 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -64101.656250 Penalty: 2132.334961
	Iteration 3F: 3 clusters Score -64101.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64174.257812 Penalty: 2132.334961
	Iteration 4Q: 3 clusters Score -64174.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -64192.417969 Penalty: 2132.334961
	Iteration 5Q: 3 clusters Score -64192.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -64229.585938 Penalty: 2132.334961
	Iteration 6Q: 3 clusters Score -64229.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -64231.800781 Penalty: 2132.334961
	Iteration 7Q: 3 clusters Score -64231.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -64231.800781 Penalty: 2132.334961
	Iteration 8F: 3 clusters Score -64231.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 454 members 
Mstep: Class 3 contains 22153 members 
Mstep: Class 4 contains 18156 members 
Mstep: Class 5 contains 9981 members 
Mstep: Class 6 contains 6733 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4010 members 
Mstep: Class 9 contains 4585 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13880 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39267 members 
Mstep: Class 14 contains 48911 members 
Mstep: Class 15 contains 9291 members 
Mstep: Class 16 contains 8671 members 
Mstep: Class 17 contains 109028 members 
Mstep: Class 18 contains 3509 members 
Mstep: Class 19 contains 9765 members 
Mstep: Class 20 contains 52637 members 
Mstep: Class 21 contains 6695 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 73980 members 
Mstep: Class 24 contains 97231 members 
Mstep: Class 25 contains 74716 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103769 members 
Mstep: Class 29 contains 4849 members 
Mstep: Class 30 contains 76631 members 
Mstep: Class 31 contains 92597 members 
Mstep: Class 32 contains 3160 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9524 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2181 members 
Mstep: Class 39 contains 474 members 
Mstep: Class 40 contains 253 members 
Entering Unmasked Estep 
Score: -111769936.000000 Penalty: 89247.812500
Splitting cluster 2 changes total score from -111770520.000000 to -111769936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (22153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Entering Unmasked Estep 
Score: -2816827.500000 Penalty: 1625.930786
	Iteration 0F: 2 clusters Score -2816828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2801818.750000 Penalty: 3251.861572
	Iteration 0F: 3 clusters Score -2801819 nChanged 10075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2807327.000000 Penalty: 3251.861572
	Iteration 1F: 3 clusters Score -2807327 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2807611.750000 Penalty: 3251.861572
	Iteration 2Q: 3 clusters Score -2807612 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2807862.250000 Penalty: 3251.861572
	Iteration 3Q: 3 clusters Score -2807862 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2808126.750000 Penalty: 3251.861572
	Iteration 4Q: 3 clusters Score -2808127 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2808343.750000 Penalty: 3251.861572
	Iteration 5Q: 3 clusters Score -2808344 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2808612.750000 Penalty: 3251.861572
	Iteration 6Q: 3 clusters Score -2808613 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2808904.750000 Penalty: 3251.861572
	Iteration 7Q: 3 clusters Score -2808905 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2809278.250000 Penalty: 3251.861572
	Iteration 8Q: 3 clusters Score -2809278 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2809703.750000 Penalty: 3251.861572
	Iteration 9Q: 3 clusters Score -2809704 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2810265.500000 Penalty: 3251.861572
	Iteration 10Q: 3 clusters Score -2810266 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2810845.750000 Penalty: 3251.861572
	Iteration 11Q: 3 clusters Score -2810846 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2811465.250000 Penalty: 3251.861572
	Iteration 12Q: 3 clusters Score -2811465 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2812141.750000 Penalty: 3251.861572
	Iteration 13Q: 3 clusters Score -2812142 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2812811.500000 Penalty: 3251.861572
	Iteration 14Q: 3 clusters Score -2812812 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2813467.750000 Penalty: 3251.861572
	Iteration 15Q: 3 clusters Score -2813468 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2814030.750000 Penalty: 3251.861572
	Iteration 16Q: 3 clusters Score -2814031 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2814466.000000 Penalty: 3251.861572
	Iteration 17Q: 3 clusters Score -2814466 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2814774.250000 Penalty: 3251.861572
	Iteration 18Q: 3 clusters Score -2814774 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2814970.250000 Penalty: 3251.861572
	Iteration 19Q: 3 clusters Score -2814970 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2815108.250000 Penalty: 3251.861572
	Iteration 20F: 3 clusters Score -2815108 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2815202.000000 Penalty: 3251.861572
	Iteration 21Q: 3 clusters Score -2815202 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2815280.750000 Penalty: 3251.861572
	Iteration 22Q: 3 clusters Score -2815281 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2815325.750000 Penalty: 3251.861572
	Iteration 23Q: 3 clusters Score -2815326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2815349.250000 Penalty: 3251.861572
	Iteration 24Q: 3 clusters Score -2815349 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2815367.500000 Penalty: 3251.861572
	Iteration 25Q: 3 clusters Score -2815368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2815385.250000 Penalty: 3251.861572
	Iteration 26Q: 3 clusters Score -2815385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2815398.500000 Penalty: 3251.861572
	Iteration 27Q: 3 clusters Score -2815398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2815409.250000 Penalty: 3251.861572
	Iteration 28Q: 3 clusters Score -2815409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2815420.500000 Penalty: 3251.861572
	Iteration 29Q: 3 clusters Score -2815420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2815428.750000 Penalty: 3251.861572
	Iteration 30Q: 3 clusters Score -2815429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2815429.000000 Penalty: 3251.861572
	Iteration 31Q: 3 clusters Score -2815429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2815431.000000 Penalty: 3251.861572
	Iteration 32Q: 3 clusters Score -2815431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2815431.000000 Penalty: 3251.861572
	Iteration 33F: 3 clusters Score -2815431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Entering Unmasked Estep 
Score: -2290394.000000 Penalty: 1593.597900
	Iteration 0F: 2 clusters Score -2290394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2277877.500000 Penalty: 3187.195801
	Iteration 0F: 3 clusters Score -2277878 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2282552.000000 Penalty: 3187.195801
	Iteration 1F: 3 clusters Score -2282552 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2283091.250000 Penalty: 3187.195801
	Iteration 2F: 3 clusters Score -2283091 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2283767.000000 Penalty: 3187.195801
	Iteration 3F: 3 clusters Score -2283767 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2284594.250000 Penalty: 3187.195801
	Iteration 4F: 3 clusters Score -2284594 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2285683.250000 Penalty: 3187.195801
	Iteration 5F: 3 clusters Score -2285683 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -2286760.500000 Penalty: 3187.195801
	Iteration 6F: 3 clusters Score -2286760 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2287665.250000 Penalty: 3187.195801
	Iteration 7Q: 3 clusters Score -2287665 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2288169.500000 Penalty: 3187.195801
	Iteration 8Q: 3 clusters Score -2288170 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2288393.000000 Penalty: 3187.195801
	Iteration 9Q: 3 clusters Score -2288393 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2288484.250000 Penalty: 3187.195801
	Iteration 10Q: 3 clusters Score -2288484 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2288569.250000 Penalty: 3187.195801
	Iteration 11Q: 3 clusters Score -2288569 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2288624.000000 Penalty: 3187.195801
	Iteration 12Q: 3 clusters Score -2288624 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2288673.250000 Penalty: 3187.195801
	Iteration 13Q: 3 clusters Score -2288673 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2288708.500000 Penalty: 3187.195801
	Iteration 14Q: 3 clusters Score -2288708 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2288736.750000 Penalty: 3187.195801
	Iteration 15Q: 3 clusters Score -2288737 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2288757.250000 Penalty: 3187.195801
	Iteration 16Q: 3 clusters Score -2288757 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2288778.750000 Penalty: 3187.195801
	Iteration 17Q: 3 clusters Score -2288779 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2288802.000000 Penalty: 3187.195801
	Iteration 18Q: 3 clusters Score -2288802 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2288825.750000 Penalty: 3187.195801
	Iteration 19Q: 3 clusters Score -2288826 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2288841.250000 Penalty: 3187.195801
	Iteration 20F: 3 clusters Score -2288841 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2288855.250000 Penalty: 3187.195801
	Iteration 21Q: 3 clusters Score -2288855 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2288871.000000 Penalty: 3187.195801
	Iteration 22Q: 3 clusters Score -2288871 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2288886.250000 Penalty: 3187.195801
	Iteration 23Q: 3 clusters Score -2288886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2288898.000000 Penalty: 3187.195801
	Iteration 24Q: 3 clusters Score -2288898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2288903.750000 Penalty: 3187.195801
	Iteration 25Q: 3 clusters Score -2288904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2288907.250000 Penalty: 3187.195801
	Iteration 26Q: 3 clusters Score -2288907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2288912.250000 Penalty: 3187.195801
	Iteration 27Q: 3 clusters Score -2288912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2288919.750000 Penalty: 3187.195801
	Iteration 28Q: 3 clusters Score -2288920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2288926.250000 Penalty: 3187.195801
	Iteration 29Q: 3 clusters Score -2288926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2288931.750000 Penalty: 3187.195801
	Iteration 30Q: 3 clusters Score -2288932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2288932.250000 Penalty: 3187.195801
	Iteration 31Q: 3 clusters Score -2288932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2288942.250000 Penalty: 3187.195801
	Iteration 32Q: 3 clusters Score -2288942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2288941.250000 Penalty: 3187.195801
	Iteration 33Q: 3 clusters Score -2288941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2288937.250000 Penalty: 3187.195801
	Iteration 34Q: 3 clusters Score -2288937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2288943.000000 Penalty: 3187.195801
	Iteration 35Q: 3 clusters Score -2288943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2288947.500000 Penalty: 3187.195801
	Iteration 36Q: 3 clusters Score -2288948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2288953.000000 Penalty: 3187.195801
	Iteration 37Q: 3 clusters Score -2288953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2288958.250000 Penalty: 3187.195801
	Iteration 38Q: 3 clusters Score -2288958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2288961.250000 Penalty: 3187.195801
	Iteration 39Q: 3 clusters Score -2288961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2288961.250000 Penalty: 3187.195801
	Iteration 40F: 3 clusters Score -2288961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2288963.250000 Penalty: 3187.195801
	Iteration 41Q: 3 clusters Score -2288963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2288965.750000 Penalty: 3187.195801
	Iteration 42Q: 3 clusters Score -2288966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2288969.250000 Penalty: 3187.195801
	Iteration 43Q: 3 clusters Score -2288969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2288973.500000 Penalty: 3187.195801
	Iteration 44Q: 3 clusters Score -2288974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2288972.500000 Penalty: 3187.195801
	Iteration 45Q: 3 clusters Score -2288972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2288973.000000 Penalty: 3187.195801
	Iteration 46Q: 3 clusters Score -2288973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2288975.500000 Penalty: 3187.195801
	Iteration 47Q: 3 clusters Score -2288976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2288976.750000 Penalty: 3187.195801
	Iteration 48Q: 3 clusters Score -2288977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2288977.500000 Penalty: 3187.195801
	Iteration 49Q: 3 clusters Score -2288978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2288974.750000 Penalty: 3187.195801
	Iteration 50Q: 3 clusters Score -2288975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2288977.000000 Penalty: 3187.195801
	Iteration 51Q: 3 clusters Score -2288977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2288977.750000 Penalty: 3187.195801
	Iteration 52Q: 3 clusters Score -2288978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2288978.750000 Penalty: 3187.195801
	Iteration 53Q: 3 clusters Score -2288979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2288979.000000 Penalty: 3187.195801
	Iteration 54Q: 3 clusters Score -2288979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2288977.250000 Penalty: 3187.195801
	Iteration 55Q: 3 clusters Score -2288977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2288977.250000 Penalty: 3187.195801
	Iteration 56F: 3 clusters Score -2288977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Entering Unmasked Estep 
Score: -1166984.500000 Penalty: 1496.371338
	Iteration 0F: 2 clusters Score -1166984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1159922.750000 Penalty: 2992.742676
	Iteration 0F: 3 clusters Score -1159923 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1162336.625000 Penalty: 2992.742676
	Iteration 1F: 3 clusters Score -1162337 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1162650.000000 Penalty: 2992.742676
	Iteration 2F: 3 clusters Score -1162650 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1162915.000000 Penalty: 2992.742676
	Iteration 3F: 3 clusters Score -1162915 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1163131.125000 Penalty: 2992.742676
	Iteration 4Q: 3 clusters Score -1163131 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1163328.375000 Penalty: 2992.742676
	Iteration 5Q: 3 clusters Score -1163328 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1163497.125000 Penalty: 2992.742676
	Iteration 6Q: 3 clusters Score -1163497 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1163652.000000 Penalty: 2992.742676
	Iteration 7Q: 3 clusters Score -1163652 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1163816.125000 Penalty: 2992.742676
	Iteration 8Q: 3 clusters Score -1163816 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1163981.250000 Penalty: 2992.742676
	Iteration 9Q: 3 clusters Score -1163981 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1164200.500000 Penalty: 2992.742676
	Iteration 10Q: 3 clusters Score -1164200 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1164408.375000 Penalty: 2992.742676
	Iteration 11Q: 3 clusters Score -1164408 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1164587.875000 Penalty: 2992.742676
	Iteration 12Q: 3 clusters Score -1164588 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1164699.625000 Penalty: 2992.742676
	Iteration 13Q: 3 clusters Score -1164700 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1164772.375000 Penalty: 2992.742676
	Iteration 14Q: 3 clusters Score -1164772 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1164814.125000 Penalty: 2992.742676
	Iteration 15Q: 3 clusters Score -1164814 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1164851.375000 Penalty: 2992.742676
	Iteration 16Q: 3 clusters Score -1164851 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1164880.250000 Penalty: 2992.742676
	Iteration 17Q: 3 clusters Score -1164880 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1164907.125000 Penalty: 2992.742676
	Iteration 18Q: 3 clusters Score -1164907 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1164927.375000 Penalty: 2992.742676
	Iteration 19Q: 3 clusters Score -1164927 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1164941.250000 Penalty: 2992.742676
	Iteration 20F: 3 clusters Score -1164941 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1164955.250000 Penalty: 2992.742676
	Iteration 21Q: 3 clusters Score -1164955 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1164970.000000 Penalty: 2992.742676
	Iteration 22Q: 3 clusters Score -1164970 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1164983.625000 Penalty: 2992.742676
	Iteration 23Q: 3 clusters Score -1164984 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1164995.625000 Penalty: 2992.742676
	Iteration 24Q: 3 clusters Score -1164996 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1165005.875000 Penalty: 2992.742676
	Iteration 25Q: 3 clusters Score -1165006 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1165013.875000 Penalty: 2992.742676
	Iteration 26Q: 3 clusters Score -1165014 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1165022.750000 Penalty: 2992.742676
	Iteration 27Q: 3 clusters Score -1165023 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1165026.625000 Penalty: 2992.742676
	Iteration 28Q: 3 clusters Score -1165027 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1165034.250000 Penalty: 2992.742676
	Iteration 29Q: 3 clusters Score -1165034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1165038.125000 Penalty: 2992.742676
	Iteration 30Q: 3 clusters Score -1165038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1165045.375000 Penalty: 2992.742676
	Iteration 31Q: 3 clusters Score -1165045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1165051.000000 Penalty: 2992.742676
	Iteration 32Q: 3 clusters Score -1165051 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1165056.500000 Penalty: 2992.742676
	Iteration 33Q: 3 clusters Score -1165056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1165062.625000 Penalty: 2992.742676
	Iteration 34Q: 3 clusters Score -1165063 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1165064.000000 Penalty: 2992.742676
	Iteration 35Q: 3 clusters Score -1165064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1165072.000000 Penalty: 2992.742676
	Iteration 36Q: 3 clusters Score -1165072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1165078.125000 Penalty: 2992.742676
	Iteration 37Q: 3 clusters Score -1165078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1165080.125000 Penalty: 2992.742676
	Iteration 38Q: 3 clusters Score -1165080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1165086.625000 Penalty: 2992.742676
	Iteration 39Q: 3 clusters Score -1165087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1165087.500000 Penalty: 2992.742676
	Iteration 40F: 3 clusters Score -1165088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1165089.750000 Penalty: 2992.742676
	Iteration 41Q: 3 clusters Score -1165090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1165091.250000 Penalty: 2992.742676
	Iteration 42Q: 3 clusters Score -1165091 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1165091.125000 Penalty: 2992.742676
	Iteration 43Q: 3 clusters Score -1165091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1165096.750000 Penalty: 2992.742676
	Iteration 44Q: 3 clusters Score -1165097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1165095.625000 Penalty: 2992.742676
	Iteration 45Q: 3 clusters Score -1165096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1165097.750000 Penalty: 2992.742676
	Iteration 46Q: 3 clusters Score -1165098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1165097.500000 Penalty: 2992.742676
	Iteration 47Q: 3 clusters Score -1165098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1165097.750000 Penalty: 2992.742676
	Iteration 48Q: 3 clusters Score -1165098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1165098.750000 Penalty: 2992.742676
	Iteration 49Q: 3 clusters Score -1165099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1165098.875000 Penalty: 2992.742676
	Iteration 50Q: 3 clusters Score -1165099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1165098.500000 Penalty: 2992.742676
	Iteration 51Q: 3 clusters Score -1165098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1165101.125000 Penalty: 2992.742676
	Iteration 52Q: 3 clusters Score -1165101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1165103.125000 Penalty: 2992.742676
	Iteration 53Q: 3 clusters Score -1165103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1165103.250000 Penalty: 2992.742676
	Iteration 54Q: 3 clusters Score -1165103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1165103.250000 Penalty: 2992.742676
	Iteration 55Q: 3 clusters Score -1165103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1165103.375000 Penalty: 2992.742676
	Iteration 56Q: 3 clusters Score -1165103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1165105.125000 Penalty: 2992.742676
	Iteration 57Q: 3 clusters Score -1165105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1165107.125000 Penalty: 2992.742676
	Iteration 58Q: 3 clusters Score -1165107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1165108.000000 Penalty: 2992.742676
	Iteration 59Q: 3 clusters Score -1165108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1165109.250000 Penalty: 2992.742676
	Iteration 60F: 3 clusters Score -1165109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1165108.125000 Penalty: 2992.742676
	Iteration 61Q: 3 clusters Score -1165108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1165109.000000 Penalty: 2992.742676
	Iteration 62Q: 3 clusters Score -1165109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1165111.875000 Penalty: 2992.742676
	Iteration 63Q: 3 clusters Score -1165112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1165111.375000 Penalty: 2992.742676
	Iteration 64Q: 3 clusters Score -1165111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1165108.750000 Penalty: 2992.742676
	Iteration 65Q: 3 clusters Score -1165109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1165110.625000 Penalty: 2992.742676
	Iteration 66Q: 3 clusters Score -1165111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1165110.750000 Penalty: 2992.742676
	Iteration 67Q: 3 clusters Score -1165111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1165114.000000 Penalty: 2992.742676
	Iteration 68Q: 3 clusters Score -1165114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1165114.750000 Penalty: 2992.742676
	Iteration 69Q: 3 clusters Score -1165115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1165114.750000 Penalty: 2992.742676
	Iteration 70F: 3 clusters Score -1165115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Entering Unmasked Estep 
Score: -832080.250000 Penalty: 1432.401123
	Iteration 0F: 2 clusters Score -832080.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -826988.187500 Penalty: 2864.802246
	Iteration 0F: 3 clusters Score -826988.2 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -828519.000000 Penalty: 2864.802246
	Iteration 1F: 3 clusters Score -828519 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -828753.687500 Penalty: 2864.802246
	Iteration 2F: 3 clusters Score -828753.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -828987.937500 Penalty: 2864.802246
	Iteration 3F: 3 clusters Score -828987.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -829226.937500 Penalty: 2864.802246
	Iteration 4F: 3 clusters Score -829226.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -829479.312500 Penalty: 2864.802246
	Iteration 5F: 3 clusters Score -829479.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -829811.000000 Penalty: 2864.802246
	Iteration 6F: 3 clusters Score -829811 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -830250.437500 Penalty: 2864.802246
	Iteration 7F: 3 clusters Score -830250.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -830852.937500 Penalty: 2864.802246
	Iteration 8F: 3 clusters Score -830852.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -831331.437500 Penalty: 2864.802246
	Iteration 9F: 3 clusters Score -831331.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -831634.125000 Penalty: 2864.802246
	Iteration 10F: 3 clusters Score -831634.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -831784.812500 Penalty: 2864.802246
	Iteration 11Q: 3 clusters Score -831784.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -831849.625000 Penalty: 2864.802246
	Iteration 12Q: 3 clusters Score -831849.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -831880.687500 Penalty: 2864.802246
	Iteration 13Q: 3 clusters Score -831880.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -831898.750000 Penalty: 2864.802246
	Iteration 14Q: 3 clusters Score -831898.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -831908.562500 Penalty: 2864.802246
	Iteration 15Q: 3 clusters Score -831908.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -831911.750000 Penalty: 2864.802246
	Iteration 16Q: 3 clusters Score -831911.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -831918.250000 Penalty: 2864.802246
	Iteration 17Q: 3 clusters Score -831918.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -831920.062500 Penalty: 2864.802246
	Iteration 18Q: 3 clusters Score -831920.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -831923.187500 Penalty: 2864.802246
	Iteration 19Q: 3 clusters Score -831923.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -831926.312500 Penalty: 2864.802246
	Iteration 20F: 3 clusters Score -831926.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -831927.062500 Penalty: 2864.802246
	Iteration 21Q: 3 clusters Score -831927.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -831929.500000 Penalty: 2864.802246
	Iteration 22Q: 3 clusters Score -831929.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -831931.937500 Penalty: 2864.802246
	Iteration 23Q: 3 clusters Score -831931.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -831933.375000 Penalty: 2864.802246
	Iteration 24Q: 3 clusters Score -831933.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -831932.750000 Penalty: 2864.802246
	Iteration 25Q: 3 clusters Score -831932.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -831932.125000 Penalty: 2864.802246
	Iteration 26Q: 3 clusters Score -831932.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -831932.125000 Penalty: 2864.802246
	Iteration 27Q: 3 clusters Score -831932.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -831934.000000 Penalty: 2864.802246
	Iteration 28Q: 3 clusters Score -831934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -831934.000000 Penalty: 2864.802246
	Iteration 29F: 3 clusters Score -831934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Entering Unmasked Estep 
Score: -107153.421875 Penalty: 1114.175049
	Iteration 0F: 2 clusters Score -107153.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -105720.132812 Penalty: 2228.350098
	Iteration 0F: 3 clusters Score -105720.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -105963.023438 Penalty: 2228.350098
	Iteration 1F: 3 clusters Score -105963 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -106063.695312 Penalty: 2228.350098
	Iteration 2F: 3 clusters Score -106063.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -106111.500000 Penalty: 2228.350098
	Iteration 3Q: 3 clusters Score -106111.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -106149.382812 Penalty: 2228.350098
	Iteration 4Q: 3 clusters Score -106149.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -106213.593750 Penalty: 2228.350098
	Iteration 5Q: 3 clusters Score -106213.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -106291.585938 Penalty: 2228.350098
	Iteration 6Q: 3 clusters Score -106291.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -106381.765625 Penalty: 2228.350098
	Iteration 7Q: 3 clusters Score -106381.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -106613.968750 Penalty: 2228.350098
	Iteration 8F: 3 clusters Score -106614 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -106859.054688 Penalty: 2228.350098
	Iteration 9F: 3 clusters Score -106859.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -107019.375000 Penalty: 2228.350098
	Iteration 10F: 3 clusters Score -107019.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -107120.585938 Penalty: 2228.350098
	Iteration 11Q: 3 clusters Score -107120.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -107207.648438 Penalty: 2228.350098
	Iteration 12Q: 3 clusters Score -107207.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -107239.398438 Penalty: 2228.350098
	Iteration 13Q: 3 clusters Score -107239.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -107255.234375 Penalty: 2228.350098
	Iteration 14Q: 3 clusters Score -107255.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -107259.187500 Penalty: 2228.350098
	Iteration 15Q: 3 clusters Score -107259.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -107262.953125 Penalty: 2228.350098
	Iteration 16Q: 3 clusters Score -107263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -107266.195312 Penalty: 2228.350098
	Iteration 17Q: 3 clusters Score -107266.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -107269.507812 Penalty: 2228.350098
	Iteration 18F: 3 clusters Score -107269.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -107284.632812 Penalty: 2228.350098
	Iteration 19Q: 3 clusters Score -107284.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -107292.953125 Penalty: 2228.350098
	Iteration 20F: 3 clusters Score -107293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -107295.953125 Penalty: 2228.350098
	Iteration 21Q: 3 clusters Score -107296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -107295.953125 Penalty: 2228.350098
	Iteration 22F: 3 clusters Score -107296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22153 members 
Mstep: Class 4 contains 18156 members 
Mstep: Class 5 contains 9981 members 
Mstep: Class 6 contains 6733 members 
Mstep: Class 7 contains 545 members 
Mstep: Class 8 contains 4010 members 
Mstep: Class 9 contains 4585 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13880 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39267 members 
Mstep: Class 14 contains 48911 members 
Mstep: Class 15 contains 9291 members 
Mstep: Class 16 contains 8671 members 
Mstep: Class 17 contains 109028 members 
Mstep: Class 18 contains 3509 members 
Mstep: Class 19 contains 9765 members 
Mstep: Class 20 contains 52637 members 
Mstep: Class 21 contains 6695 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 73980 members 
Mstep: Class 24 contains 97231 members 
Mstep: Class 25 contains 74716 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103769 members 
Mstep: Class 29 contains 4849 members 
Mstep: Class 30 contains 76631 members 
Mstep: Class 31 contains 92597 members 
Mstep: Class 32 contains 3160 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9524 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2181 members 
Mstep: Class 39 contains 474 members 
Mstep: Class 40 contains 405 members 
Entering Unmasked Estep 
Score: -111769584.000000 Penalty: 89247.812500
Splitting cluster 7 changes total score from -111770520.000000 to -111769584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (4010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Entering Unmasked Estep 
Score: -457873.062500 Penalty: 1348.188843
	Iteration 0F: 2 clusters Score -457873.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -454545.343750 Penalty: 2696.377686
	Iteration 0F: 3 clusters Score -454545.3 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -455553.375000 Penalty: 2696.377686
	Iteration 1F: 3 clusters Score -455553.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -455920.781250 Penalty: 2696.377686
	Iteration 2F: 3 clusters Score -455920.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -456217.343750 Penalty: 2696.377686
	Iteration 3F: 3 clusters Score -456217.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -456459.843750 Penalty: 2696.377686
	Iteration 4F: 3 clusters Score -456459.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -456623.937500 Penalty: 2696.377686
	Iteration 5F: 3 clusters Score -456623.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -456776.250000 Penalty: 2696.377686
	Iteration 6Q: 3 clusters Score -456776.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -456902.531250 Penalty: 2696.377686
	Iteration 7Q: 3 clusters Score -456902.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -456988.406250 Penalty: 2696.377686
	Iteration 8Q: 3 clusters Score -456988.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -457051.062500 Penalty: 2696.377686
	Iteration 9Q: 3 clusters Score -457051.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -457113.000000 Penalty: 2696.377686
	Iteration 10Q: 3 clusters Score -457113 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -457166.093750 Penalty: 2696.377686
	Iteration 11Q: 3 clusters Score -457166.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -457234.156250 Penalty: 2696.377686
	Iteration 12Q: 3 clusters Score -457234.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -457335.687500 Penalty: 2696.377686
	Iteration 13Q: 3 clusters Score -457335.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -457417.875000 Penalty: 2696.377686
	Iteration 14Q: 3 clusters Score -457417.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -457518.968750 Penalty: 2696.377686
	Iteration 15Q: 3 clusters Score -457519 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -457584.125000 Penalty: 2696.377686
	Iteration 16Q: 3 clusters Score -457584.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -457608.375000 Penalty: 2696.377686
	Iteration 17Q: 3 clusters Score -457608.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -457625.093750 Penalty: 2696.377686
	Iteration 18Q: 3 clusters Score -457625.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -457637.031250 Penalty: 2696.377686
	Iteration 19Q: 3 clusters Score -457637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -457643.750000 Penalty: 2696.377686
	Iteration 20F: 3 clusters Score -457643.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -457650.781250 Penalty: 2696.377686
	Iteration 21Q: 3 clusters Score -457650.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -457663.625000 Penalty: 2696.377686
	Iteration 22Q: 3 clusters Score -457663.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -457692.656250 Penalty: 2696.377686
	Iteration 23Q: 3 clusters Score -457692.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -457765.718750 Penalty: 2696.377686
	Iteration 24Q: 3 clusters Score -457765.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -457865.781250 Penalty: 2696.377686
	Iteration 25Q: 3 clusters Score -457865.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -457920.000000 Penalty: 2696.377686
	Iteration 26Q: 3 clusters Score -457920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -457935.250000 Penalty: 2696.377686
	Iteration 27Q: 3 clusters Score -457935.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -457942.468750 Penalty: 2696.377686
	Iteration 28Q: 3 clusters Score -457942.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -457944.937500 Penalty: 2696.377686
	Iteration 29Q: 3 clusters Score -457944.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -457946.187500 Penalty: 2696.377686
	Iteration 30Q: 3 clusters Score -457946.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -457948.843750 Penalty: 2696.377686
	Iteration 31Q: 3 clusters Score -457948.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -457949.562500 Penalty: 2696.377686
	Iteration 32Q: 3 clusters Score -457949.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -457949.562500 Penalty: 2696.377686
	Iteration 33F: 3 clusters Score -457949.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22153 members 
Mstep: Class 4 contains 18156 members 
Mstep: Class 5 contains 9981 members 
Mstep: Class 6 contains 6733 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 1848 members 
Mstep: Class 9 contains 4585 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13880 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39267 members 
Mstep: Class 14 contains 48911 members 
Mstep: Class 15 contains 9291 members 
Mstep: Class 16 contains 8671 members 
Mstep: Class 17 contains 109028 members 
Mstep: Class 18 contains 3509 members 
Mstep: Class 19 contains 9765 members 
Mstep: Class 20 contains 52637 members 
Mstep: Class 21 contains 6695 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 73980 members 
Mstep: Class 24 contains 97231 members 
Mstep: Class 25 contains 74716 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103769 members 
Mstep: Class 29 contains 4849 members 
Mstep: Class 30 contains 76631 members 
Mstep: Class 31 contains 92597 members 
Mstep: Class 32 contains 3160 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9524 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2181 members 
Mstep: Class 39 contains 474 members 
Mstep: Class 40 contains 2162 members 
Entering Unmasked Estep 
Score: -111769992.000000 Penalty: 89247.812500
Splitting cluster 8 changes total score from -111770520.000000 to -111769992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (4585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Entering Unmasked Estep 
Score: -554924.625000 Penalty: 1369.963745
	Iteration 0F: 2 clusters Score -554924.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -551178.937500 Penalty: 2739.927490
	Iteration 0F: 3 clusters Score -551178.9 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -552246.062500 Penalty: 2739.927490
	Iteration 1F: 3 clusters Score -552246.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -552498.562500 Penalty: 2739.927490
	Iteration 2F: 3 clusters Score -552498.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -552685.125000 Penalty: 2739.927490
	Iteration 3F: 3 clusters Score -552685.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -552842.625000 Penalty: 2739.927490
	Iteration 4F: 3 clusters Score -552842.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -552973.812500 Penalty: 2739.927490
	Iteration 5Q: 3 clusters Score -552973.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -553046.875000 Penalty: 2739.927490
	Iteration 6Q: 3 clusters Score -553046.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -553093.812500 Penalty: 2739.927490
	Iteration 7Q: 3 clusters Score -553093.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -553134.562500 Penalty: 2739.927490
	Iteration 8Q: 3 clusters Score -553134.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -553167.125000 Penalty: 2739.927490
	Iteration 9Q: 3 clusters Score -553167.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -553194.250000 Penalty: 2739.927490
	Iteration 10Q: 3 clusters Score -553194.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -553211.625000 Penalty: 2739.927490
	Iteration 11Q: 3 clusters Score -553211.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -553225.937500 Penalty: 2739.927490
	Iteration 12Q: 3 clusters Score -553225.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -553239.812500 Penalty: 2739.927490
	Iteration 13Q: 3 clusters Score -553239.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -553254.375000 Penalty: 2739.927490
	Iteration 14Q: 3 clusters Score -553254.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -553265.250000 Penalty: 2739.927490
	Iteration 15Q: 3 clusters Score -553265.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -553276.687500 Penalty: 2739.927490
	Iteration 16Q: 3 clusters Score -553276.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -553285.437500 Penalty: 2739.927490
	Iteration 17Q: 3 clusters Score -553285.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -553296.250000 Penalty: 2739.927490
	Iteration 18Q: 3 clusters Score -553296.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -553303.687500 Penalty: 2739.927490
	Iteration 19Q: 3 clusters Score -553303.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -553315.562500 Penalty: 2739.927490
	Iteration 20F: 3 clusters Score -553315.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -553323.312500 Penalty: 2739.927490
	Iteration 21Q: 3 clusters Score -553323.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -553328.687500 Penalty: 2739.927490
	Iteration 22Q: 3 clusters Score -553328.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -553335.062500 Penalty: 2739.927490
	Iteration 23Q: 3 clusters Score -553335.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -553339.500000 Penalty: 2739.927490
	Iteration 24Q: 3 clusters Score -553339.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -553344.250000 Penalty: 2739.927490
	Iteration 25Q: 3 clusters Score -553344.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -553347.562500 Penalty: 2739.927490
	Iteration 26Q: 3 clusters Score -553347.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -553351.187500 Penalty: 2739.927490
	Iteration 27Q: 3 clusters Score -553351.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -553353.000000 Penalty: 2739.927490
	Iteration 28Q: 3 clusters Score -553353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -553354.687500 Penalty: 2739.927490
	Iteration 29Q: 3 clusters Score -553354.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -553356.562500 Penalty: 2739.927490
	Iteration 30Q: 3 clusters Score -553356.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -553358.125000 Penalty: 2739.927490
	Iteration 31Q: 3 clusters Score -553358.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -553360.250000 Penalty: 2739.927490
	Iteration 32Q: 3 clusters Score -553360.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -553360.500000 Penalty: 2739.927490
	Iteration 33Q: 3 clusters Score -553360.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -553360.562500 Penalty: 2739.927490
	Iteration 34Q: 3 clusters Score -553360.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -553360.312500 Penalty: 2739.927490
	Iteration 35Q: 3 clusters Score -553360.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -553361.625000 Penalty: 2739.927490
	Iteration 36Q: 3 clusters Score -553361.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -553362.437500 Penalty: 2739.927490
	Iteration 37Q: 3 clusters Score -553362.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -553363.312500 Penalty: 2739.927490
	Iteration 38Q: 3 clusters Score -553363.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -553366.000000 Penalty: 2739.927490
	Iteration 39Q: 3 clusters Score -553366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -553368.250000 Penalty: 2739.927490
	Iteration 40F: 3 clusters Score -553368.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -553369.500000 Penalty: 2739.927490
	Iteration 41Q: 3 clusters Score -553369.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -553369.500000 Penalty: 2739.927490
	Iteration 42F: 3 clusters Score -553369.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Entering Unmasked Estep 
Score: -175780.843750 Penalty: 1179.148315
	Iteration 0F: 2 clusters Score -175780.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -174025.015625 Penalty: 2358.296631
	Iteration 0F: 3 clusters Score -174025 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -174324.109375 Penalty: 2358.296631
	Iteration 1F: 3 clusters Score -174324.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -174411.218750 Penalty: 2358.296631
	Iteration 2F: 3 clusters Score -174411.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -174465.765625 Penalty: 2358.296631
	Iteration 3Q: 3 clusters Score -174465.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -174500.046875 Penalty: 2358.296631
	Iteration 4Q: 3 clusters Score -174500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -174522.421875 Penalty: 2358.296631
	Iteration 5Q: 3 clusters Score -174522.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -174536.406250 Penalty: 2358.296631
	Iteration 6Q: 3 clusters Score -174536.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -174542.187500 Penalty: 2358.296631
	Iteration 7Q: 3 clusters Score -174542.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -174551.859375 Penalty: 2358.296631
	Iteration 8Q: 3 clusters Score -174551.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -174559.734375 Penalty: 2358.296631
	Iteration 9Q: 3 clusters Score -174559.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -174568.562500 Penalty: 2358.296631
	Iteration 10Q: 3 clusters Score -174568.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -174576.140625 Penalty: 2358.296631
	Iteration 11Q: 3 clusters Score -174576.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -174585.265625 Penalty: 2358.296631
	Iteration 12Q: 3 clusters Score -174585.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -174598.625000 Penalty: 2358.296631
	Iteration 13Q: 3 clusters Score -174598.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -174622.015625 Penalty: 2358.296631
	Iteration 14Q: 3 clusters Score -174622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -174649.078125 Penalty: 2358.296631
	Iteration 15Q: 3 clusters Score -174649.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -174678.281250 Penalty: 2358.296631
	Iteration 16Q: 3 clusters Score -174678.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -174718.921875 Penalty: 2358.296631
	Iteration 17Q: 3 clusters Score -174718.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -174787.031250 Penalty: 2358.296631
	Iteration 18Q: 3 clusters Score -174787 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -174879.453125 Penalty: 2358.296631
	Iteration 19Q: 3 clusters Score -174879.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -174986.656250 Penalty: 2358.296631
	Iteration 20F: 3 clusters Score -174986.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -175134.453125 Penalty: 2358.296631
	Iteration 21Q: 3 clusters Score -175134.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -175340.421875 Penalty: 2358.296631
	Iteration 22F: 3 clusters Score -175340.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -175478.968750 Penalty: 2358.296631
	Iteration 23F: 3 clusters Score -175479 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -175548.484375 Penalty: 2358.296631
	Iteration 24Q: 3 clusters Score -175548.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -175603.578125 Penalty: 2358.296631
	Iteration 25Q: 3 clusters Score -175603.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -175643.468750 Penalty: 2358.296631
	Iteration 26Q: 3 clusters Score -175643.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -175662.750000 Penalty: 2358.296631
	Iteration 27Q: 3 clusters Score -175662.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -175673.671875 Penalty: 2358.296631
	Iteration 28Q: 3 clusters Score -175673.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -175675.687500 Penalty: 2358.296631
	Iteration 29Q: 3 clusters Score -175675.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -175676.187500 Penalty: 2358.296631
	Iteration 30Q: 3 clusters Score -175676.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -175678.500000 Penalty: 2358.296631
	Iteration 31Q: 3 clusters Score -175678.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -175678.500000 Penalty: 2358.296631
	Iteration 32F: 3 clusters Score -175678.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Entering Unmasked Estep 
Score: -1726789.125000 Penalty: 1549.958130
	Iteration 0F: 2 clusters Score -1726789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1717111.750000 Penalty: 3099.916260
	Iteration 0F: 3 clusters Score -1717112 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1720905.750000 Penalty: 3099.916260
	Iteration 1F: 3 clusters Score -1720906 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1721756.875000 Penalty: 3099.916260
	Iteration 2F: 3 clusters Score -1721757 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1722847.875000 Penalty: 3099.916260
	Iteration 3F: 3 clusters Score -1722848 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1723931.500000 Penalty: 3099.916260
	Iteration 4F: 3 clusters Score -1723932 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1724766.625000 Penalty: 3099.916260
	Iteration 5F: 3 clusters Score -1724767 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1725290.125000 Penalty: 3099.916260
	Iteration 6F: 3 clusters Score -1725290 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1725574.000000 Penalty: 3099.916260
	Iteration 7Q: 3 clusters Score -1725574 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1725720.250000 Penalty: 3099.916260
	Iteration 8Q: 3 clusters Score -1725720 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1725832.750000 Penalty: 3099.916260
	Iteration 9Q: 3 clusters Score -1725833 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1725882.875000 Penalty: 3099.916260
	Iteration 10Q: 3 clusters Score -1725883 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1725946.250000 Penalty: 3099.916260
	Iteration 11Q: 3 clusters Score -1725946 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1725981.000000 Penalty: 3099.916260
	Iteration 12Q: 3 clusters Score -1725981 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1726016.625000 Penalty: 3099.916260
	Iteration 13Q: 3 clusters Score -1726017 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1726054.500000 Penalty: 3099.916260
	Iteration 14Q: 3 clusters Score -1726054 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1726090.250000 Penalty: 3099.916260
	Iteration 15Q: 3 clusters Score -1726090 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1726115.875000 Penalty: 3099.916260
	Iteration 16Q: 3 clusters Score -1726116 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1726142.875000 Penalty: 3099.916260
	Iteration 17Q: 3 clusters Score -1726143 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1726170.875000 Penalty: 3099.916260
	Iteration 18Q: 3 clusters Score -1726171 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1726198.500000 Penalty: 3099.916260
	Iteration 19Q: 3 clusters Score -1726198 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1726221.500000 Penalty: 3099.916260
	Iteration 20F: 3 clusters Score -1726222 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1726241.375000 Penalty: 3099.916260
	Iteration 21Q: 3 clusters Score -1726241 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1726260.875000 Penalty: 3099.916260
	Iteration 22Q: 3 clusters Score -1726261 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1726276.125000 Penalty: 3099.916260
	Iteration 23Q: 3 clusters Score -1726276 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1726294.875000 Penalty: 3099.916260
	Iteration 24Q: 3 clusters Score -1726295 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1726312.875000 Penalty: 3099.916260
	Iteration 25Q: 3 clusters Score -1726313 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1726322.500000 Penalty: 3099.916260
	Iteration 26Q: 3 clusters Score -1726322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1726332.000000 Penalty: 3099.916260
	Iteration 27Q: 3 clusters Score -1726332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1726336.375000 Penalty: 3099.916260
	Iteration 28Q: 3 clusters Score -1726336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1726345.750000 Penalty: 3099.916260
	Iteration 29Q: 3 clusters Score -1726346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1726348.625000 Penalty: 3099.916260
	Iteration 30Q: 3 clusters Score -1726349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1726355.000000 Penalty: 3099.916260
	Iteration 31Q: 3 clusters Score -1726355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1726356.500000 Penalty: 3099.916260
	Iteration 32Q: 3 clusters Score -1726356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1726359.250000 Penalty: 3099.916260
	Iteration 33Q: 3 clusters Score -1726359 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1726361.375000 Penalty: 3099.916260
	Iteration 34Q: 3 clusters Score -1726361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1726363.750000 Penalty: 3099.916260
	Iteration 35Q: 3 clusters Score -1726364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1726371.625000 Penalty: 3099.916260
	Iteration 36Q: 3 clusters Score -1726372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1726380.375000 Penalty: 3099.916260
	Iteration 37Q: 3 clusters Score -1726380 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1726393.125000 Penalty: 3099.916260
	Iteration 38Q: 3 clusters Score -1726393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1726396.500000 Penalty: 3099.916260
	Iteration 39Q: 3 clusters Score -1726396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1726399.750000 Penalty: 3099.916260
	Iteration 40F: 3 clusters Score -1726400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1726402.625000 Penalty: 3099.916260
	Iteration 41Q: 3 clusters Score -1726403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1726402.375000 Penalty: 3099.916260
	Iteration 42Q: 3 clusters Score -1726402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1726405.375000 Penalty: 3099.916260
	Iteration 43Q: 3 clusters Score -1726405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1726402.500000 Penalty: 3099.916260
	Iteration 44Q: 3 clusters Score -1726402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1726405.000000 Penalty: 3099.916260
	Iteration 45Q: 3 clusters Score -1726405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1726404.250000 Penalty: 3099.916260
	Iteration 46Q: 3 clusters Score -1726404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1726405.875000 Penalty: 3099.916260
	Iteration 47Q: 3 clusters Score -1726406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1726405.875000 Penalty: 3099.916260
	Iteration 48F: 3 clusters Score -1726406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -26884.195312 Penalty: 954.219177
	Iteration 0F: 2 clusters Score -26884.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26101.083984 Penalty: 1908.438354
	Iteration 0F: 3 clusters Score -26101.08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -26520.109375 Penalty: 1908.438354
	Iteration 1F: 3 clusters Score -26520.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -26725.281250 Penalty: 1908.438354
	Iteration 2F: 3 clusters Score -26725.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26851.113281 Penalty: 1908.438354
	Iteration 3Q: 3 clusters Score -26851.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27054.513672 Penalty: 1908.438354
	Iteration 4Q: 3 clusters Score -27054.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27102.001953 Penalty: 1908.438354
	Iteration 5Q: 3 clusters Score -27102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27117.003906 Penalty: 1908.438354
	Iteration 6Q: 3 clusters Score -27117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27123.052734 Penalty: 1908.438354
	Iteration 7Q: 3 clusters Score -27123.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27127.505859 Penalty: 1908.438354
	Iteration 8Q: 3 clusters Score -27127.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27143.029297 Penalty: 1908.438354
	Iteration 9Q: 3 clusters Score -27143.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -27150.703125 Penalty: 1908.438354
	Iteration 10Q: 3 clusters Score -27150.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27153.898438 Penalty: 1908.438354
	Iteration 11Q: 3 clusters Score -27153.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27158.427734 Penalty: 1908.438354
	Iteration 12Q: 3 clusters Score -27158.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27158.427734 Penalty: 1908.438354
	Iteration 13F: 3 clusters Score -27158.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22153 members 
Mstep: Class 4 contains 18156 members 
Mstep: Class 5 contains 9981 members 
Mstep: Class 6 contains 6733 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4010 members 
Mstep: Class 9 contains 4585 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13880 members 
Mstep: Class 12 contains 156 members 
Mstep: Class 13 contains 39267 members 
Mstep: Class 14 contains 48911 members 
Mstep: Class 15 contains 9291 members 
Mstep: Class 16 contains 8671 members 
Mstep: Class 17 contains 109028 members 
Mstep: Class 18 contains 3509 members 
Mstep: Class 19 contains 9765 members 
Mstep: Class 20 contains 52637 members 
Mstep: Class 21 contains 6695 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 73980 members 
Mstep: Class 24 contains 97231 members 
Mstep: Class 25 contains 74716 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103769 members 
Mstep: Class 29 contains 4849 members 
Mstep: Class 30 contains 76631 members 
Mstep: Class 31 contains 92597 members 
Mstep: Class 32 contains 3160 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9524 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2181 members 
Mstep: Class 39 contains 474 members 
Mstep: Class 40 contains 199 members 
Entering Unmasked Estep 
Score: -111769784.000000 Penalty: 89247.812500
Splitting cluster 12 changes total score from -111770520.000000 to -111769784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (39267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Entering Unmasked Estep 
Score: -4880672.000000 Penalty: 1718.947632
	Iteration 0F: 2 clusters Score -4880672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -4854212.000000 Penalty: 3437.895264
	Iteration 0F: 3 clusters Score -4854212 nChanged 18335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -4864505.000000 Penalty: 3437.895264
	Iteration 1F: 3 clusters Score -4864505 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -4865041.000000 Penalty: 3437.895264
	Iteration 2Q: 3 clusters Score -4865041 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -4865707.000000 Penalty: 3437.895264
	Iteration 3Q: 3 clusters Score -4865707 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -4866593.000000 Penalty: 3437.895264
	Iteration 4Q: 3 clusters Score -4866593 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -4867819.500000 Penalty: 3437.895264
	Iteration 5F: 3 clusters Score -4867820 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -4869482.000000 Penalty: 3437.895264
	Iteration 6F: 3 clusters Score -4869482 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -4871546.500000 Penalty: 3437.895264
	Iteration 7F: 3 clusters Score -4871546 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -4873723.000000 Penalty: 3437.895264
	Iteration 8F: 3 clusters Score -4873723 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -4875442.000000 Penalty: 3437.895264
	Iteration 9Q: 3 clusters Score -4875442 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -4876660.500000 Penalty: 3437.895264
	Iteration 10Q: 3 clusters Score -4876660 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -4877348.000000 Penalty: 3437.895264
	Iteration 11Q: 3 clusters Score -4877348 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -4877790.500000 Penalty: 3437.895264
	Iteration 12Q: 3 clusters Score -4877790 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -4878153.500000 Penalty: 3437.895264
	Iteration 13Q: 3 clusters Score -4878154 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -4878414.000000 Penalty: 3437.895264
	Iteration 14Q: 3 clusters Score -4878414 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -4878586.500000 Penalty: 3437.895264
	Iteration 15Q: 3 clusters Score -4878586 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -4878716.500000 Penalty: 3437.895264
	Iteration 16Q: 3 clusters Score -4878716 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -4878820.500000 Penalty: 3437.895264
	Iteration 17Q: 3 clusters Score -4878820 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -4878895.000000 Penalty: 3437.895264
	Iteration 18Q: 3 clusters Score -4878895 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4878980.500000 Penalty: 3437.895264
	Iteration 19Q: 3 clusters Score -4878980 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -4879039.000000 Penalty: 3437.895264
	Iteration 20F: 3 clusters Score -4879039 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -4879097.500000 Penalty: 3437.895264
	Iteration 21Q: 3 clusters Score -4879098 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -4879131.500000 Penalty: 3437.895264
	Iteration 22Q: 3 clusters Score -4879132 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4879171.500000 Penalty: 3437.895264
	Iteration 23Q: 3 clusters Score -4879172 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -4879213.500000 Penalty: 3437.895264
	Iteration 24Q: 3 clusters Score -4879214 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4879261.500000 Penalty: 3437.895264
	Iteration 25Q: 3 clusters Score -4879262 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4879297.000000 Penalty: 3437.895264
	Iteration 26Q: 3 clusters Score -4879297 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4879319.000000 Penalty: 3437.895264
	Iteration 27Q: 3 clusters Score -4879319 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4879342.000000 Penalty: 3437.895264
	Iteration 28Q: 3 clusters Score -4879342 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4879353.500000 Penalty: 3437.895264
	Iteration 29Q: 3 clusters Score -4879354 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4879380.000000 Penalty: 3437.895264
	Iteration 30Q: 3 clusters Score -4879380 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4879384.500000 Penalty: 3437.895264
	Iteration 31Q: 3 clusters Score -4879384 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4879391.500000 Penalty: 3437.895264
	Iteration 32Q: 3 clusters Score -4879392 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4879409.000000 Penalty: 3437.895264
	Iteration 33Q: 3 clusters Score -4879409 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4879408.500000 Penalty: 3437.895264
	Iteration 34Q: 3 clusters Score -4879408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4879428.000000 Penalty: 3437.895264
	Iteration 35Q: 3 clusters Score -4879428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4879439.500000 Penalty: 3437.895264
	Iteration 36Q: 3 clusters Score -4879440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4879453.500000 Penalty: 3437.895264
	Iteration 37Q: 3 clusters Score -4879454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4879464.500000 Penalty: 3437.895264
	Iteration 38Q: 3 clusters Score -4879464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4879464.000000 Penalty: 3437.895264
	Iteration 39Q: 3 clusters Score -4879464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4879471.000000 Penalty: 3437.895264
	Iteration 40F: 3 clusters Score -4879471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4879474.500000 Penalty: 3437.895264
	Iteration 41Q: 3 clusters Score -4879474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4879479.500000 Penalty: 3437.895264
	Iteration 42Q: 3 clusters Score -4879480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4879486.000000 Penalty: 3437.895264
	Iteration 43Q: 3 clusters Score -4879486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4879488.500000 Penalty: 3437.895264
	Iteration 44Q: 3 clusters Score -4879488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -4879484.000000 Penalty: 3437.895264
	Iteration 45Q: 3 clusters Score -4879484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4879489.000000 Penalty: 3437.895264
	Iteration 46Q: 3 clusters Score -4879489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4879488.500000 Penalty: 3437.895264
	Iteration 47Q: 3 clusters Score -4879488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4879490.000000 Penalty: 3437.895264
	Iteration 48Q: 3 clusters Score -4879490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4879499.500000 Penalty: 3437.895264
	Iteration 49Q: 3 clusters Score -4879500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4879499.000000 Penalty: 3437.895264
	Iteration 50Q: 3 clusters Score -4879499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4879506.500000 Penalty: 3437.895264
	Iteration 51Q: 3 clusters Score -4879506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4879507.000000 Penalty: 3437.895264
	Iteration 52Q: 3 clusters Score -4879507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4879505.000000 Penalty: 3437.895264
	Iteration 53Q: 3 clusters Score -4879505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4879503.500000 Penalty: 3437.895264
	Iteration 54Q: 3 clusters Score -4879504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4879504.000000 Penalty: 3437.895264
	Iteration 55Q: 3 clusters Score -4879504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4879500.500000 Penalty: 3437.895264
	Iteration 56Q: 3 clusters Score -4879500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4879502.000000 Penalty: 3437.895264
	Iteration 57Q: 3 clusters Score -4879502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4879500.000000 Penalty: 3437.895264
	Iteration 58Q: 3 clusters Score -4879500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4879501.000000 Penalty: 3437.895264
	Iteration 59Q: 3 clusters Score -4879501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4879505.000000 Penalty: 3437.895264
	Iteration 60F: 3 clusters Score -4879505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4879507.000000 Penalty: 3437.895264
	Iteration 61Q: 3 clusters Score -4879507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4879509.500000 Penalty: 3437.895264
	Iteration 62Q: 3 clusters Score -4879510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4879508.000000 Penalty: 3437.895264
	Iteration 63Q: 3 clusters Score -4879508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4879513.000000 Penalty: 3437.895264
	Iteration 64Q: 3 clusters Score -4879513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4879512.500000 Penalty: 3437.895264
	Iteration 65Q: 3 clusters Score -4879512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4879511.500000 Penalty: 3437.895264
	Iteration 66Q: 3 clusters Score -4879512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4879511.500000 Penalty: 3437.895264
	Iteration 67F: 3 clusters Score -4879512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (48911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Entering Unmasked Estep 
Score: -5916117.000000 Penalty: 1754.635498
	Iteration 0F: 2 clusters Score -5916117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -5883392.000000 Penalty: 3509.270996
	Iteration 0F: 3 clusters Score -5883392 nChanged 23017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -5895922.000000 Penalty: 3509.270996
	Iteration 1F: 3 clusters Score -5895922 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -5896509.500000 Penalty: 3509.270996
	Iteration 2Q: 3 clusters Score -5896510 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -5897271.500000 Penalty: 3509.270996
	Iteration 3Q: 3 clusters Score -5897272 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -5898369.500000 Penalty: 3509.270996
	Iteration 4Q: 3 clusters Score -5898370 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -5899748.000000 Penalty: 3509.270996
	Iteration 5F: 3 clusters Score -5899748 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -5901303.000000 Penalty: 3509.270996
	Iteration 6F: 3 clusters Score -5901303 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -5902747.000000 Penalty: 3509.270996
	Iteration 7F: 3 clusters Score -5902747 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -5904062.000000 Penalty: 3509.270996
	Iteration 8F: 3 clusters Score -5904062 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -5905269.000000 Penalty: 3509.270996
	Iteration 9F: 3 clusters Score -5905269 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -5906450.500000 Penalty: 3509.270996
	Iteration 10Q: 3 clusters Score -5906450 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -5907748.500000 Penalty: 3509.270996
	Iteration 11Q: 3 clusters Score -5907748 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -5909043.000000 Penalty: 3509.270996
	Iteration 12Q: 3 clusters Score -5909043 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -5910255.000000 Penalty: 3509.270996
	Iteration 13Q: 3 clusters Score -5910255 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 44089 members 
Entering Unmasked Estep 
Score: -5911378.500000 Penalty: 3509.270996
	Iteration 14Q: 3 clusters Score -5911378 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
Score: -5912325.000000 Penalty: 3509.270996
	Iteration 15Q: 3 clusters Score -5912325 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
Score: -5913172.500000 Penalty: 3509.270996
	Iteration 16Q: 3 clusters Score -5913172 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 47343 members 
Entering Unmasked Estep 
Score: -5913765.500000 Penalty: 3509.270996
	Iteration 17Q: 3 clusters Score -5913766 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -5914149.000000 Penalty: 3509.270996
	Iteration 18Q: 3 clusters Score -5914149 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -5914352.000000 Penalty: 3509.270996
	Iteration 19Q: 3 clusters Score -5914352 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -5914484.000000 Penalty: 3509.270996
	Iteration 20F: 3 clusters Score -5914484 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 48387 members 
Entering Unmasked Estep 
Score: -5914532.000000 Penalty: 3509.270996
	Iteration 21Q: 3 clusters Score -5914532 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
Score: -5914588.000000 Penalty: 3509.270996
	Iteration 22Q: 3 clusters Score -5914588 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -5914630.000000 Penalty: 3509.270996
	Iteration 23Q: 3 clusters Score -5914630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 48527 members 
Entering Unmasked Estep 
Score: -5914664.000000 Penalty: 3509.270996
	Iteration 24Q: 3 clusters Score -5914664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 48547 members 
Entering Unmasked Estep 
Score: -5914694.500000 Penalty: 3509.270996
	Iteration 25Q: 3 clusters Score -5914694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 48553 members 
Entering Unmasked Estep 
Score: -5914696.000000 Penalty: 3509.270996
	Iteration 26Q: 3 clusters Score -5914696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 48564 members 
Entering Unmasked Estep 
Score: -5914709.500000 Penalty: 3509.270996
	Iteration 27Q: 3 clusters Score -5914710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 48573 members 
Entering Unmasked Estep 
Score: -5914721.000000 Penalty: 3509.270996
	Iteration 28Q: 3 clusters Score -5914721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 48575 members 
Entering Unmasked Estep 
Score: -5914721.000000 Penalty: 3509.270996
	Iteration 29Q: 3 clusters Score -5914721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 48576 members 
Entering Unmasked Estep 
Score: -5914721.500000 Penalty: 3509.270996
	Iteration 30Q: 3 clusters Score -5914722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -5914718.000000 Penalty: 3509.270996
	Iteration 31Q: 3 clusters Score -5914718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -5914723.000000 Penalty: 3509.270996
	Iteration 32Q: 3 clusters Score -5914723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 48581 members 
Entering Unmasked Estep 
Score: -5914726.500000 Penalty: 3509.270996
	Iteration 33Q: 3 clusters Score -5914726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 48582 members 
Entering Unmasked Estep 
Score: -5914733.000000 Penalty: 3509.270996
	Iteration 34Q: 3 clusters Score -5914733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 48582 members 
Entering Unmasked Estep 
Score: -5914733.000000 Penalty: 3509.270996
	Iteration 35F: 3 clusters Score -5914733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Entering Unmasked Estep 
Score: -1160027.625000 Penalty: 1484.730225
	Iteration 0F: 2 clusters Score -1160028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1153292.250000 Penalty: 2969.460449
	Iteration 0F: 3 clusters Score -1153292 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1155420.750000 Penalty: 2969.460449
	Iteration 1F: 3 clusters Score -1155421 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1155806.000000 Penalty: 2969.460449
	Iteration 2F: 3 clusters Score -1155806 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1156174.875000 Penalty: 2969.460449
	Iteration 3F: 3 clusters Score -1156175 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1156554.250000 Penalty: 2969.460449
	Iteration 4F: 3 clusters Score -1156554 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1156927.625000 Penalty: 2969.460449
	Iteration 5F: 3 clusters Score -1156928 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1157305.500000 Penalty: 2969.460449
	Iteration 6F: 3 clusters Score -1157306 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1157647.375000 Penalty: 2969.460449
	Iteration 7Q: 3 clusters Score -1157647 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1157919.625000 Penalty: 2969.460449
	Iteration 8Q: 3 clusters Score -1157920 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1158167.750000 Penalty: 2969.460449
	Iteration 9Q: 3 clusters Score -1158168 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1158366.625000 Penalty: 2969.460449
	Iteration 10Q: 3 clusters Score -1158367 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1158504.375000 Penalty: 2969.460449
	Iteration 11Q: 3 clusters Score -1158504 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1158603.875000 Penalty: 2969.460449
	Iteration 12Q: 3 clusters Score -1158604 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1158676.125000 Penalty: 2969.460449
	Iteration 13Q: 3 clusters Score -1158676 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1158738.375000 Penalty: 2969.460449
	Iteration 14Q: 3 clusters Score -1158738 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1158806.875000 Penalty: 2969.460449
	Iteration 15Q: 3 clusters Score -1158807 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1158857.000000 Penalty: 2969.460449
	Iteration 16Q: 3 clusters Score -1158857 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1158889.125000 Penalty: 2969.460449
	Iteration 17Q: 3 clusters Score -1158889 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1158913.875000 Penalty: 2969.460449
	Iteration 18Q: 3 clusters Score -1158914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1158937.125000 Penalty: 2969.460449
	Iteration 19Q: 3 clusters Score -1158937 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1158953.500000 Penalty: 2969.460449
	Iteration 20F: 3 clusters Score -1158954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1158962.125000 Penalty: 2969.460449
	Iteration 21Q: 3 clusters Score -1158962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1158970.375000 Penalty: 2969.460449
	Iteration 22Q: 3 clusters Score -1158970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1158975.375000 Penalty: 2969.460449
	Iteration 23Q: 3 clusters Score -1158975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1158979.875000 Penalty: 2969.460449
	Iteration 24Q: 3 clusters Score -1158980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1158984.500000 Penalty: 2969.460449
	Iteration 25Q: 3 clusters Score -1158984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1158992.500000 Penalty: 2969.460449
	Iteration 26Q: 3 clusters Score -1158992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1158991.875000 Penalty: 2969.460449
	Iteration 27Q: 3 clusters Score -1158992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1158997.625000 Penalty: 2969.460449
	Iteration 28Q: 3 clusters Score -1158998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1159005.625000 Penalty: 2969.460449
	Iteration 29Q: 3 clusters Score -1159006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1159007.625000 Penalty: 2969.460449
	Iteration 30Q: 3 clusters Score -1159008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1159009.250000 Penalty: 2969.460449
	Iteration 31Q: 3 clusters Score -1159009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1159013.625000 Penalty: 2969.460449
	Iteration 32Q: 3 clusters Score -1159014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1159015.375000 Penalty: 2969.460449
	Iteration 33Q: 3 clusters Score -1159015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1159016.375000 Penalty: 2969.460449
	Iteration 34Q: 3 clusters Score -1159016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1159022.500000 Penalty: 2969.460449
	Iteration 35Q: 3 clusters Score -1159022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1159023.875000 Penalty: 2969.460449
	Iteration 36Q: 3 clusters Score -1159024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1159028.250000 Penalty: 2969.460449
	Iteration 37Q: 3 clusters Score -1159028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1159028.875000 Penalty: 2969.460449
	Iteration 38Q: 3 clusters Score -1159029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1159030.250000 Penalty: 2969.460449
	Iteration 39Q: 3 clusters Score -1159030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1159033.375000 Penalty: 2969.460449
	Iteration 40F: 3 clusters Score -1159033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1159035.500000 Penalty: 2969.460449
	Iteration 41Q: 3 clusters Score -1159036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1159036.125000 Penalty: 2969.460449
	Iteration 42Q: 3 clusters Score -1159036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1159037.375000 Penalty: 2969.460449
	Iteration 43Q: 3 clusters Score -1159037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1159037.375000 Penalty: 2969.460449
	Iteration 44F: 3 clusters Score -1159037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Entering Unmasked Estep 
Score: -1020488.687500 Penalty: 1473.507690
	Iteration 0F: 2 clusters Score -1020489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1014229.000000 Penalty: 2947.015381
	Iteration 0F: 3 clusters Score -1014229 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1016500.937500 Penalty: 2947.015381
	Iteration 1F: 3 clusters Score -1016501 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1017120.687500 Penalty: 2947.015381
	Iteration 2F: 3 clusters Score -1017121 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1017780.187500 Penalty: 2947.015381
	Iteration 3F: 3 clusters Score -1017780 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1018286.625000 Penalty: 2947.015381
	Iteration 4F: 3 clusters Score -1018287 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1018682.375000 Penalty: 2947.015381
	Iteration 5F: 3 clusters Score -1018682 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1018959.812500 Penalty: 2947.015381
	Iteration 6Q: 3 clusters Score -1018960 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1019156.562500 Penalty: 2947.015381
	Iteration 7Q: 3 clusters Score -1019157 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1019311.250000 Penalty: 2947.015381
	Iteration 8Q: 3 clusters Score -1019311 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1019447.625000 Penalty: 2947.015381
	Iteration 9Q: 3 clusters Score -1019448 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1019585.125000 Penalty: 2947.015381
	Iteration 10Q: 3 clusters Score -1019585 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1019696.187500 Penalty: 2947.015381
	Iteration 11Q: 3 clusters Score -1019696 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1019787.750000 Penalty: 2947.015381
	Iteration 12Q: 3 clusters Score -1019788 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1019871.937500 Penalty: 2947.015381
	Iteration 13Q: 3 clusters Score -1019872 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1019969.500000 Penalty: 2947.015381
	Iteration 14Q: 3 clusters Score -1019970 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1020137.812500 Penalty: 2947.015381
	Iteration 15Q: 3 clusters Score -1020138 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1020325.937500 Penalty: 2947.015381
	Iteration 16Q: 3 clusters Score -1020326 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1020374.812500 Penalty: 2947.015381
	Iteration 17Q: 3 clusters Score -1020375 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1020395.250000 Penalty: 2947.015381
	Iteration 18Q: 3 clusters Score -1020395 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1020410.937500 Penalty: 2947.015381
	Iteration 19Q: 3 clusters Score -1020411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1020418.562500 Penalty: 2947.015381
	Iteration 20F: 3 clusters Score -1020419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1020426.062500 Penalty: 2947.015381
	Iteration 21Q: 3 clusters Score -1020426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1020437.062500 Penalty: 2947.015381
	Iteration 22Q: 3 clusters Score -1020437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1020449.250000 Penalty: 2947.015381
	Iteration 23Q: 3 clusters Score -1020449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1020468.937500 Penalty: 2947.015381
	Iteration 24Q: 3 clusters Score -1020469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1020490.500000 Penalty: 2947.015381
	Iteration 25Q: 3 clusters Score -1020490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1020503.812500 Penalty: 2947.015381
	Iteration 26Q: 3 clusters Score -1020504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1020517.687500 Penalty: 2947.015381
	Iteration 27Q: 3 clusters Score -1020518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1020528.125000 Penalty: 2947.015381
	Iteration 28Q: 3 clusters Score -1020528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1020535.125000 Penalty: 2947.015381
	Iteration 29Q: 3 clusters Score -1020535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1020538.562500 Penalty: 2947.015381
	Iteration 30Q: 3 clusters Score -1020539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1020543.812500 Penalty: 2947.015381
	Iteration 31Q: 3 clusters Score -1020544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1020546.562500 Penalty: 2947.015381
	Iteration 32Q: 3 clusters Score -1020547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1020551.437500 Penalty: 2947.015381
	Iteration 33Q: 3 clusters Score -1020551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1020551.812500 Penalty: 2947.015381
	Iteration 34Q: 3 clusters Score -1020552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1020552.312500 Penalty: 2947.015381
	Iteration 35Q: 3 clusters Score -1020552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1020553.437500 Penalty: 2947.015381
	Iteration 36Q: 3 clusters Score -1020553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1020553.437500 Penalty: 2947.015381
	Iteration 37F: 3 clusters Score -1020553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22153 members 
Mstep: Class 4 contains 18156 members 
Mstep: Class 5 contains 9981 members 
Mstep: Class 6 contains 6733 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4010 members 
Mstep: Class 9 contains 4585 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13880 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39267 members 
Mstep: Class 14 contains 48911 members 
Mstep: Class 15 contains 9291 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 109028 members 
Mstep: Class 18 contains 3509 members 
Mstep: Class 19 contains 9765 members 
Mstep: Class 20 contains 52637 members 
Mstep: Class 21 contains 6695 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 73980 members 
Mstep: Class 24 contains 97231 members 
Mstep: Class 25 contains 74716 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103769 members 
Mstep: Class 29 contains 4849 members 
Mstep: Class 30 contains 76631 members 
Mstep: Class 31 contains 92597 members 
Mstep: Class 32 contains 3160 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9524 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2181 members 
Mstep: Class 39 contains 474 members 
Mstep: Class 40 contains 7805 members 
Entering Unmasked Estep 
Score: -111770176.000000 Penalty: 89247.812500
Splitting cluster 16 changes total score from -111770520.000000 to -111770176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (109028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109028 members 
Entering Unmasked Estep 
Score: -13693093.000000 Penalty: 1884.896118
	Iteration 0F: 2 clusters Score -1.369309e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54585 members 
Mstep: Class 2 contains 54443 members 
Entering Unmasked Estep 
Score: -13624087.000000 Penalty: 3769.792236
	Iteration 0F: 3 clusters Score -1.362409e+07 nChanged 52365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55960 members 
Mstep: Class 2 contains 53068 members 
Entering Unmasked Estep 
Score: -13654145.000000 Penalty: 3769.792236
	Iteration 1F: 3 clusters Score -1.365414e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56816 members 
Mstep: Class 2 contains 52212 members 
Entering Unmasked Estep 
Score: -13654801.000000 Penalty: 3769.792236
	Iteration 2Q: 3 clusters Score -1.36548e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58069 members 
Mstep: Class 2 contains 50959 members 
Entering Unmasked Estep 
Score: -13655864.000000 Penalty: 3769.792236
	Iteration 3Q: 3 clusters Score -1.365586e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59961 members 
Mstep: Class 2 contains 49067 members 
Entering Unmasked Estep 
Score: -13657341.000000 Penalty: 3769.792236
	Iteration 4Q: 3 clusters Score -1.365734e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62715 members 
Mstep: Class 2 contains 46313 members 
Entering Unmasked Estep 
Score: -13659888.000000 Penalty: 3769.792236
	Iteration 5F: 3 clusters Score -1.365989e+07 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66066 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -13664234.000000 Penalty: 3769.792236
	Iteration 6F: 3 clusters Score -1.366423e+07 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69450 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -13670631.000000 Penalty: 3769.792236
	Iteration 7F: 3 clusters Score -1.367063e+07 nChanged 8639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71331 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -13677428.000000 Penalty: 3769.792236
	Iteration 8F: 3 clusters Score -1.367743e+07 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71276 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -13680909.000000 Penalty: 3769.792236
	Iteration 9F: 3 clusters Score -1.368091e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70443 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -13682096.000000 Penalty: 3769.792236
	Iteration 10Q: 3 clusters Score -1.36821e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69362 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -13682635.000000 Penalty: 3769.792236
	Iteration 11Q: 3 clusters Score -1.368264e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68177 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -13683119.000000 Penalty: 3769.792236
	Iteration 12Q: 3 clusters Score -1.368312e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66989 members 
Mstep: Class 2 contains 42039 members 
Entering Unmasked Estep 
Score: -13683388.000000 Penalty: 3769.792236
	Iteration 13Q: 3 clusters Score -1.368339e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65778 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -13683713.000000 Penalty: 3769.792236
	Iteration 14Q: 3 clusters Score -1.368371e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64565 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -13684109.000000 Penalty: 3769.792236
	Iteration 15Q: 3 clusters Score -1.368411e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63303 members 
Mstep: Class 2 contains 45725 members 
Entering Unmasked Estep 
Score: -13684419.000000 Penalty: 3769.792236
	Iteration 16Q: 3 clusters Score -1.368442e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 47133 members 
Entering Unmasked Estep 
Score: -13684653.000000 Penalty: 3769.792236
	Iteration 17Q: 3 clusters Score -1.368465e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60486 members 
Mstep: Class 2 contains 48542 members 
Entering Unmasked Estep 
Score: -13684940.000000 Penalty: 3769.792236
	Iteration 18Q: 3 clusters Score -1.368494e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58977 members 
Mstep: Class 2 contains 50051 members 
Entering Unmasked Estep 
Score: -13685089.000000 Penalty: 3769.792236
	Iteration 19Q: 3 clusters Score -1.368509e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57317 members 
Mstep: Class 2 contains 51711 members 
Entering Unmasked Estep 
Score: -13685322.000000 Penalty: 3769.792236
	Iteration 20F: 3 clusters Score -1.368532e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55506 members 
Mstep: Class 2 contains 53522 members 
Entering Unmasked Estep 
Score: -13685550.000000 Penalty: 3769.792236
	Iteration 21Q: 3 clusters Score -1.368555e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53660 members 
Mstep: Class 2 contains 55368 members 
Entering Unmasked Estep 
Score: -13685666.000000 Penalty: 3769.792236
	Iteration 22Q: 3 clusters Score -1.368567e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51757 members 
Mstep: Class 2 contains 57271 members 
Entering Unmasked Estep 
Score: -13685764.000000 Penalty: 3769.792236
	Iteration 23Q: 3 clusters Score -1.368576e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49880 members 
Mstep: Class 2 contains 59148 members 
Entering Unmasked Estep 
Score: -13685801.000000 Penalty: 3769.792236
	Iteration 24Q: 3 clusters Score -1.36858e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48074 members 
Mstep: Class 2 contains 60954 members 
Entering Unmasked Estep 
Score: -13685707.000000 Penalty: 3769.792236
	Iteration 25Q: 3 clusters Score -1.368571e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46276 members 
Mstep: Class 2 contains 62752 members 
Entering Unmasked Estep 
Score: -13685644.000000 Penalty: 3769.792236
	Iteration 26Q: 3 clusters Score -1.368564e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 64658 members 
Entering Unmasked Estep 
Score: -13685512.000000 Penalty: 3769.792236
	Iteration 27Q: 3 clusters Score -1.368551e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 66658 members 
Entering Unmasked Estep 
Score: -13685562.000000 Penalty: 3769.792236
	Iteration 28Q: 3 clusters Score -1.368556e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 68821 members 
Entering Unmasked Estep 
Score: -13685643.000000 Penalty: 3769.792236
	Iteration 29Q: 3 clusters Score -1.368564e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 71162 members 
Entering Unmasked Estep 
Score: -13685709.000000 Penalty: 3769.792236
	Iteration 30Q: 3 clusters Score -1.368571e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 73591 members 
Entering Unmasked Estep 
Score: -13685801.000000 Penalty: 3769.792236
	Iteration 31Q: 3 clusters Score -1.36858e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 76154 members 
Entering Unmasked Estep 
Score: -13685865.000000 Penalty: 3769.792236
	Iteration 32Q: 3 clusters Score -1.368586e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 78780 members 
Entering Unmasked Estep 
Score: -13686017.000000 Penalty: 3769.792236
	Iteration 33Q: 3 clusters Score -1.368602e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 81387 members 
Entering Unmasked Estep 
Score: -13686333.000000 Penalty: 3769.792236
	Iteration 34Q: 3 clusters Score -1.368633e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 84180 members 
Entering Unmasked Estep 
Score: -13686600.000000 Penalty: 3769.792236
	Iteration 35Q: 3 clusters Score -1.36866e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 87079 members 
Entering Unmasked Estep 
Score: -13686993.000000 Penalty: 3769.792236
	Iteration 36Q: 3 clusters Score -1.368699e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 90050 members 
Entering Unmasked Estep 
Score: -13687742.000000 Penalty: 3769.792236
	Iteration 37Q: 3 clusters Score -1.368774e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 92892 members 
Entering Unmasked Estep 
Score: -13689621.000000 Penalty: 3769.792236
	Iteration 38Q: 3 clusters Score -1.368962e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 94882 members 
Entering Unmasked Estep 
Score: -13690474.000000 Penalty: 3769.792236
	Iteration 39Q: 3 clusters Score -1.369047e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 96457 members 
Entering Unmasked Estep 
Score: -13691083.000000 Penalty: 3769.792236
	Iteration 40F: 3 clusters Score -1.369108e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 97778 members 
Entering Unmasked Estep 
Score: -13691540.000000 Penalty: 3769.792236
	Iteration 41Q: 3 clusters Score -1.369154e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 98873 members 
Entering Unmasked Estep 
Score: -13691901.000000 Penalty: 3769.792236
	Iteration 42Q: 3 clusters Score -1.36919e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 99736 members 
Entering Unmasked Estep 
Score: -13692083.000000 Penalty: 3769.792236
	Iteration 43Q: 3 clusters Score -1.369208e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 100507 members 
Entering Unmasked Estep 
Score: -13692221.000000 Penalty: 3769.792236
	Iteration 44Q: 3 clusters Score -1.369222e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 101114 members 
Entering Unmasked Estep 
Score: -13692298.000000 Penalty: 3769.792236
	Iteration 45Q: 3 clusters Score -1.36923e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 101656 members 
Entering Unmasked Estep 
Score: -13692314.000000 Penalty: 3769.792236
	Iteration 46Q: 3 clusters Score -1.369231e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 102169 members 
Entering Unmasked Estep 
Score: -13692302.000000 Penalty: 3769.792236
	Iteration 47Q: 3 clusters Score -1.36923e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 102616 members 
Entering Unmasked Estep 
Score: -13692382.000000 Penalty: 3769.792236
	Iteration 48Q: 3 clusters Score -1.369238e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 103008 members 
Entering Unmasked Estep 
Score: -13692349.000000 Penalty: 3769.792236
	Iteration 49Q: 3 clusters Score -1.369235e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 103334 members 
Entering Unmasked Estep 
Score: -13692305.000000 Penalty: 3769.792236
	Iteration 50Q: 3 clusters Score -1.36923e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 103664 members 
Entering Unmasked Estep 
Score: -13692241.000000 Penalty: 3769.792236
	Iteration 51Q: 3 clusters Score -1.369224e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 103951 members 
Entering Unmasked Estep 
Score: -13692222.000000 Penalty: 3769.792236
	Iteration 52Q: 3 clusters Score -1.369222e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 104195 members 
Entering Unmasked Estep 
Score: -13692227.000000 Penalty: 3769.792236
	Iteration 53Q: 3 clusters Score -1.369223e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 104423 members 
Entering Unmasked Estep 
Score: -13692204.000000 Penalty: 3769.792236
	Iteration 54Q: 3 clusters Score -1.36922e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 104635 members 
Entering Unmasked Estep 
Score: -13692211.000000 Penalty: 3769.792236
	Iteration 55Q: 3 clusters Score -1.369221e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 104807 members 
Entering Unmasked Estep 
Score: -13692218.000000 Penalty: 3769.792236
	Iteration 56Q: 3 clusters Score -1.369222e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 104953 members 
Entering Unmasked Estep 
Score: -13692191.000000 Penalty: 3769.792236
	Iteration 57Q: 3 clusters Score -1.369219e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 105095 members 
Entering Unmasked Estep 
Score: -13692192.000000 Penalty: 3769.792236
	Iteration 58Q: 3 clusters Score -1.369219e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 105225 members 
Entering Unmasked Estep 
Score: -13692193.000000 Penalty: 3769.792236
	Iteration 59Q: 3 clusters Score -1.369219e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 105331 members 
Entering Unmasked Estep 
Score: -13692179.000000 Penalty: 3769.792236
	Iteration 60F: 3 clusters Score -1.369218e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 105435 members 
Entering Unmasked Estep 
Score: -13692201.000000 Penalty: 3769.792236
	Iteration 61Q: 3 clusters Score -1.36922e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 105551 members 
Entering Unmasked Estep 
Score: -13692199.000000 Penalty: 3769.792236
	Iteration 62Q: 3 clusters Score -1.36922e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 105657 members 
Entering Unmasked Estep 
Score: -13692167.000000 Penalty: 3769.792236
	Iteration 63Q: 3 clusters Score -1.369217e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 105761 members 
Entering Unmasked Estep 
Score: -13692152.000000 Penalty: 3769.792236
	Iteration 64Q: 3 clusters Score -1.369215e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 105856 members 
Entering Unmasked Estep 
Score: -13692131.000000 Penalty: 3769.792236
	Iteration 65Q: 3 clusters Score -1.369213e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 105941 members 
Entering Unmasked Estep 
Score: -13692152.000000 Penalty: 3769.792236
	Iteration 66Q: 3 clusters Score -1.369215e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 106025 members 
Entering Unmasked Estep 
Score: -13692135.000000 Penalty: 3769.792236
	Iteration 67Q: 3 clusters Score -1.369214e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 106098 members 
Entering Unmasked Estep 
Score: -13692121.000000 Penalty: 3769.792236
	Iteration 68Q: 3 clusters Score -1.369212e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 106158 members 
Entering Unmasked Estep 
Score: -13692118.000000 Penalty: 3769.792236
	Iteration 69Q: 3 clusters Score -1.369212e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 106211 members 
Entering Unmasked Estep 
Score: -13692152.000000 Penalty: 3769.792236
	Iteration 70Q: 3 clusters Score -1.369215e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 106267 members 
Entering Unmasked Estep 
Score: -13692132.000000 Penalty: 3769.792236
	Iteration 71Q: 3 clusters Score -1.369213e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 106314 members 
Entering Unmasked Estep 
Score: -13692147.000000 Penalty: 3769.792236
	Iteration 72Q: 3 clusters Score -1.369215e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 106377 members 
Entering Unmasked Estep 
Score: -13692168.000000 Penalty: 3769.792236
	Iteration 73Q: 3 clusters Score -1.369217e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 106432 members 
Entering Unmasked Estep 
Score: -13692189.000000 Penalty: 3769.792236
	Iteration 74Q: 3 clusters Score -1.369219e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 106490 members 
Entering Unmasked Estep 
Score: -13692185.000000 Penalty: 3769.792236
	Iteration 75Q: 3 clusters Score -1.369218e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 106535 members 
Entering Unmasked Estep 
Score: -13692166.000000 Penalty: 3769.792236
	Iteration 76Q: 3 clusters Score -1.369217e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 106576 members 
Entering Unmasked Estep 
Score: -13692165.000000 Penalty: 3769.792236
	Iteration 77Q: 3 clusters Score -1.369216e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 106618 members 
Entering Unmasked Estep 
Score: -13692163.000000 Penalty: 3769.792236
	Iteration 78Q: 3 clusters Score -1.369216e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 106654 members 
Entering Unmasked Estep 
Score: -13692180.000000 Penalty: 3769.792236
	Iteration 79Q: 3 clusters Score -1.369218e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 106689 members 
Entering Unmasked Estep 
Score: -13692156.000000 Penalty: 3769.792236
	Iteration 80F: 3 clusters Score -1.369216e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 106713 members 
Entering Unmasked Estep 
Score: -13692159.000000 Penalty: 3769.792236
	Iteration 81Q: 3 clusters Score -1.369216e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 106737 members 
Entering Unmasked Estep 
Score: -13692162.000000 Penalty: 3769.792236
	Iteration 82Q: 3 clusters Score -1.369216e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 106757 members 
Entering Unmasked Estep 
Score: -13692161.000000 Penalty: 3769.792236
	Iteration 83Q: 3 clusters Score -1.369216e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 106772 members 
Entering Unmasked Estep 
Score: -13692165.000000 Penalty: 3769.792236
	Iteration 84Q: 3 clusters Score -1.369216e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 106781 members 
Entering Unmasked Estep 
Score: -13692156.000000 Penalty: 3769.792236
	Iteration 85Q: 3 clusters Score -1.369216e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 106789 members 
Entering Unmasked Estep 
Score: -13692164.000000 Penalty: 3769.792236
	Iteration 86Q: 3 clusters Score -1.369216e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 106802 members 
Entering Unmasked Estep 
Score: -13692163.000000 Penalty: 3769.792236
	Iteration 87Q: 3 clusters Score -1.369216e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 106822 members 
Entering Unmasked Estep 
Score: -13692181.000000 Penalty: 3769.792236
	Iteration 88Q: 3 clusters Score -1.369218e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 106843 members 
Entering Unmasked Estep 
Score: -13692171.000000 Penalty: 3769.792236
	Iteration 89Q: 3 clusters Score -1.369217e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 106872 members 
Entering Unmasked Estep 
Score: -13692149.000000 Penalty: 3769.792236
	Iteration 90Q: 3 clusters Score -1.369215e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 106892 members 
Entering Unmasked Estep 
Score: -13692157.000000 Penalty: 3769.792236
	Iteration 91Q: 3 clusters Score -1.369216e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 106913 members 
Entering Unmasked Estep 
Score: -13692141.000000 Penalty: 3769.792236
	Iteration 92Q: 3 clusters Score -1.369214e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 106928 members 
Entering Unmasked Estep 
Score: -13692138.000000 Penalty: 3769.792236
	Iteration 93Q: 3 clusters Score -1.369214e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 106937 members 
Entering Unmasked Estep 
Score: -13692142.000000 Penalty: 3769.792236
	Iteration 94Q: 3 clusters Score -1.369214e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 106950 members 
Entering Unmasked Estep 
Score: -13692127.000000 Penalty: 3769.792236
	Iteration 95Q: 3 clusters Score -1.369213e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 106961 members 
Entering Unmasked Estep 
Score: -13692120.000000 Penalty: 3769.792236
	Iteration 96Q: 3 clusters Score -1.369212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 106970 members 
Entering Unmasked Estep 
Score: -13692109.000000 Penalty: 3769.792236
	Iteration 97Q: 3 clusters Score -1.369211e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 106974 members 
Entering Unmasked Estep 
Score: -13692119.000000 Penalty: 3769.792236
	Iteration 98Q: 3 clusters Score -1.369212e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 106984 members 
Entering Unmasked Estep 
Score: -13692105.000000 Penalty: 3769.792236
	Iteration 99Q: 3 clusters Score -1.36921e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 106997 members 
Entering Unmasked Estep 
Score: -13692105.000000 Penalty: 3769.792236
	Iteration 100F: 3 clusters Score -1.36921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 107005 members 
Entering Unmasked Estep 
Score: -13692109.000000 Penalty: 3769.792236
	Iteration 101Q: 3 clusters Score -1.369211e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 107014 members 
Entering Unmasked Estep 
Score: -13692116.000000 Penalty: 3769.792236
	Iteration 102Q: 3 clusters Score -1.369212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 107021 members 
Entering Unmasked Estep 
Score: -13692124.000000 Penalty: 3769.792236
	Iteration 103Q: 3 clusters Score -1.369212e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 107028 members 
Entering Unmasked Estep 
Score: -13692124.000000 Penalty: 3769.792236
	Iteration 104Q: 3 clusters Score -1.369212e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 107036 members 
Entering Unmasked Estep 
Score: -13692124.000000 Penalty: 3769.792236
	Iteration 105Q: 3 clusters Score -1.369212e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 107044 members 
Entering Unmasked Estep 
Score: -13692131.000000 Penalty: 3769.792236
	Iteration 106Q: 3 clusters Score -1.369213e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 107054 members 
Entering Unmasked Estep 
Score: -13692132.000000 Penalty: 3769.792236
	Iteration 107Q: 3 clusters Score -1.369213e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 107067 members 
Entering Unmasked Estep 
Score: -13692131.000000 Penalty: 3769.792236
	Iteration 108Q: 3 clusters Score -1.369213e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 107080 members 
Entering Unmasked Estep 
Score: -13692133.000000 Penalty: 3769.792236
	Iteration 109Q: 3 clusters Score -1.369213e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 107091 members 
Entering Unmasked Estep 
Score: -13692131.000000 Penalty: 3769.792236
	Iteration 110Q: 3 clusters Score -1.369213e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 107104 members 
Entering Unmasked Estep 
Score: -13692125.000000 Penalty: 3769.792236
	Iteration 111Q: 3 clusters Score -1.369212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 107109 members 
Entering Unmasked Estep 
Score: -13692120.000000 Penalty: 3769.792236
	Iteration 112Q: 3 clusters Score -1.369212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 107115 members 
Entering Unmasked Estep 
Score: -13692122.000000 Penalty: 3769.792236
	Iteration 113Q: 3 clusters Score -1.369212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 107118 members 
Entering Unmasked Estep 
Score: -13692139.000000 Penalty: 3769.792236
	Iteration 114Q: 3 clusters Score -1.369214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 107121 members 
Entering Unmasked Estep 
Score: -13692142.000000 Penalty: 3769.792236
	Iteration 115Q: 3 clusters Score -1.369214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 107123 members 
Entering Unmasked Estep 
Score: -13692137.000000 Penalty: 3769.792236
	Iteration 116Q: 3 clusters Score -1.369214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 107127 members 
Entering Unmasked Estep 
Score: -13692127.000000 Penalty: 3769.792236
	Iteration 117Q: 3 clusters Score -1.369213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 107129 members 
Entering Unmasked Estep 
Score: -13692130.000000 Penalty: 3769.792236
	Iteration 118Q: 3 clusters Score -1.369213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 107128 members 
Entering Unmasked Estep 
Score: -13692131.000000 Penalty: 3769.792236
	Iteration 119Q: 3 clusters Score -1.369213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 107128 members 
Entering Unmasked Estep 
Score: -13692131.000000 Penalty: 3769.792236
	Iteration 120F: 3 clusters Score -1.369213e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Entering Unmasked Estep 
Score: -416661.593750 Penalty: 1326.501465
	Iteration 0F: 2 clusters Score -416661.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -413602.000000 Penalty: 2653.002930
	Iteration 0F: 3 clusters Score -413602 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -414447.125000 Penalty: 2653.002930
	Iteration 1F: 3 clusters Score -414447.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -414778.531250 Penalty: 2653.002930
	Iteration 2F: 3 clusters Score -414778.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -415121.687500 Penalty: 2653.002930
	Iteration 3F: 3 clusters Score -415121.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -415379.187500 Penalty: 2653.002930
	Iteration 4F: 3 clusters Score -415379.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -415509.625000 Penalty: 2653.002930
	Iteration 5Q: 3 clusters Score -415509.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -415588.281250 Penalty: 2653.002930
	Iteration 6Q: 3 clusters Score -415588.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -415635.750000 Penalty: 2653.002930
	Iteration 7Q: 3 clusters Score -415635.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -415668.062500 Penalty: 2653.002930
	Iteration 8Q: 3 clusters Score -415668.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -415692.937500 Penalty: 2653.002930
	Iteration 9Q: 3 clusters Score -415692.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -415711.562500 Penalty: 2653.002930
	Iteration 10Q: 3 clusters Score -415711.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -415726.312500 Penalty: 2653.002930
	Iteration 11Q: 3 clusters Score -415726.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -415734.781250 Penalty: 2653.002930
	Iteration 12Q: 3 clusters Score -415734.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -415744.062500 Penalty: 2653.002930
	Iteration 13Q: 3 clusters Score -415744.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -415750.062500 Penalty: 2653.002930
	Iteration 14Q: 3 clusters Score -415750.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -415756.093750 Penalty: 2653.002930
	Iteration 15Q: 3 clusters Score -415756.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -415760.250000 Penalty: 2653.002930
	Iteration 16Q: 3 clusters Score -415760.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -415762.156250 Penalty: 2653.002930
	Iteration 17Q: 3 clusters Score -415762.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -415763.343750 Penalty: 2653.002930
	Iteration 18Q: 3 clusters Score -415763.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -415763.812500 Penalty: 2653.002930
	Iteration 19Q: 3 clusters Score -415763.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -415763.812500 Penalty: 2653.002930
	Iteration 20F: 3 clusters Score -415763.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Entering Unmasked Estep 
Score: -1230439.625000 Penalty: 1492.815918
	Iteration 0F: 2 clusters Score -1230440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1223389.750000 Penalty: 2985.631836
	Iteration 0F: 3 clusters Score -1223390 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1225689.000000 Penalty: 2985.631836
	Iteration 1F: 3 clusters Score -1225689 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1225911.375000 Penalty: 2985.631836
	Iteration 2F: 3 clusters Score -1225911 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1226067.625000 Penalty: 2985.631836
	Iteration 3Q: 3 clusters Score -1226068 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1226193.500000 Penalty: 2985.631836
	Iteration 4Q: 3 clusters Score -1226194 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1226309.625000 Penalty: 2985.631836
	Iteration 5Q: 3 clusters Score -1226310 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1226430.750000 Penalty: 2985.631836
	Iteration 6Q: 3 clusters Score -1226431 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1226553.750000 Penalty: 2985.631836
	Iteration 7Q: 3 clusters Score -1226554 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1226687.250000 Penalty: 2985.631836
	Iteration 8Q: 3 clusters Score -1226687 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1226807.125000 Penalty: 2985.631836
	Iteration 9Q: 3 clusters Score -1226807 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1226923.500000 Penalty: 2985.631836
	Iteration 10Q: 3 clusters Score -1226924 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1227062.500000 Penalty: 2985.631836
	Iteration 11Q: 3 clusters Score -1227062 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1227196.625000 Penalty: 2985.631836
	Iteration 12Q: 3 clusters Score -1227197 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1227314.000000 Penalty: 2985.631836
	Iteration 13Q: 3 clusters Score -1227314 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1227414.500000 Penalty: 2985.631836
	Iteration 14Q: 3 clusters Score -1227414 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1227501.125000 Penalty: 2985.631836
	Iteration 15Q: 3 clusters Score -1227501 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1227587.125000 Penalty: 2985.631836
	Iteration 16Q: 3 clusters Score -1227587 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1227672.750000 Penalty: 2985.631836
	Iteration 17Q: 3 clusters Score -1227673 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1227774.375000 Penalty: 2985.631836
	Iteration 18Q: 3 clusters Score -1227774 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1227883.500000 Penalty: 2985.631836
	Iteration 19Q: 3 clusters Score -1227884 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1228011.375000 Penalty: 2985.631836
	Iteration 20F: 3 clusters Score -1228011 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1228132.375000 Penalty: 2985.631836
	Iteration 21Q: 3 clusters Score -1228132 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1228247.500000 Penalty: 2985.631836
	Iteration 22Q: 3 clusters Score -1228248 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1228343.500000 Penalty: 2985.631836
	Iteration 23Q: 3 clusters Score -1228344 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1228414.500000 Penalty: 2985.631836
	Iteration 24Q: 3 clusters Score -1228414 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1228472.250000 Penalty: 2985.631836
	Iteration 25Q: 3 clusters Score -1228472 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1228518.750000 Penalty: 2985.631836
	Iteration 26Q: 3 clusters Score -1228519 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1228562.875000 Penalty: 2985.631836
	Iteration 27Q: 3 clusters Score -1228563 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1228604.500000 Penalty: 2985.631836
	Iteration 28Q: 3 clusters Score -1228604 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1228646.625000 Penalty: 2985.631836
	Iteration 29Q: 3 clusters Score -1228647 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1228682.375000 Penalty: 2985.631836
	Iteration 30Q: 3 clusters Score -1228682 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1228711.125000 Penalty: 2985.631836
	Iteration 31Q: 3 clusters Score -1228711 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1228742.500000 Penalty: 2985.631836
	Iteration 32Q: 3 clusters Score -1228742 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1228787.625000 Penalty: 2985.631836
	Iteration 33Q: 3 clusters Score -1228788 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1228824.875000 Penalty: 2985.631836
	Iteration 34Q: 3 clusters Score -1228825 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1228865.125000 Penalty: 2985.631836
	Iteration 35Q: 3 clusters Score -1228865 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1228893.000000 Penalty: 2985.631836
	Iteration 36Q: 3 clusters Score -1228893 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1228924.125000 Penalty: 2985.631836
	Iteration 37Q: 3 clusters Score -1228924 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1228943.250000 Penalty: 2985.631836
	Iteration 38Q: 3 clusters Score -1228943 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1228971.875000 Penalty: 2985.631836
	Iteration 39Q: 3 clusters Score -1228972 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1229003.125000 Penalty: 2985.631836
	Iteration 40F: 3 clusters Score -1229003 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1229046.125000 Penalty: 2985.631836
	Iteration 41Q: 3 clusters Score -1229046 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1229074.000000 Penalty: 2985.631836
	Iteration 42Q: 3 clusters Score -1229074 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1229100.750000 Penalty: 2985.631836
	Iteration 43Q: 3 clusters Score -1229101 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1229119.000000 Penalty: 2985.631836
	Iteration 44Q: 3 clusters Score -1229119 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1229140.625000 Penalty: 2985.631836
	Iteration 45Q: 3 clusters Score -1229141 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1229161.750000 Penalty: 2985.631836
	Iteration 46Q: 3 clusters Score -1229162 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1229186.625000 Penalty: 2985.631836
	Iteration 47Q: 3 clusters Score -1229187 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1229209.750000 Penalty: 2985.631836
	Iteration 48Q: 3 clusters Score -1229210 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1229227.500000 Penalty: 2985.631836
	Iteration 49Q: 3 clusters Score -1229228 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1229253.750000 Penalty: 2985.631836
	Iteration 50Q: 3 clusters Score -1229254 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1229279.125000 Penalty: 2985.631836
	Iteration 51Q: 3 clusters Score -1229279 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1229302.375000 Penalty: 2985.631836
	Iteration 52Q: 3 clusters Score -1229302 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1229329.625000 Penalty: 2985.631836
	Iteration 53Q: 3 clusters Score -1229330 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1229350.750000 Penalty: 2985.631836
	Iteration 54Q: 3 clusters Score -1229351 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1229374.875000 Penalty: 2985.631836
	Iteration 55Q: 3 clusters Score -1229375 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1229385.750000 Penalty: 2985.631836
	Iteration 56Q: 3 clusters Score -1229386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1229401.625000 Penalty: 2985.631836
	Iteration 57Q: 3 clusters Score -1229402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1229409.500000 Penalty: 2985.631836
	Iteration 58Q: 3 clusters Score -1229410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1229415.625000 Penalty: 2985.631836
	Iteration 59Q: 3 clusters Score -1229416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1229424.250000 Penalty: 2985.631836
	Iteration 60F: 3 clusters Score -1229424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1229429.750000 Penalty: 2985.631836
	Iteration 61Q: 3 clusters Score -1229430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1229438.750000 Penalty: 2985.631836
	Iteration 62Q: 3 clusters Score -1229439 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1229442.000000 Penalty: 2985.631836
	Iteration 63Q: 3 clusters Score -1229442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1229446.000000 Penalty: 2985.631836
	Iteration 64Q: 3 clusters Score -1229446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1229449.375000 Penalty: 2985.631836
	Iteration 65Q: 3 clusters Score -1229449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1229454.375000 Penalty: 2985.631836
	Iteration 66Q: 3 clusters Score -1229454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1229456.500000 Penalty: 2985.631836
	Iteration 67Q: 3 clusters Score -1229456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1229456.750000 Penalty: 2985.631836
	Iteration 68Q: 3 clusters Score -1229457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1229458.625000 Penalty: 2985.631836
	Iteration 69Q: 3 clusters Score -1229459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1229458.500000 Penalty: 2985.631836
	Iteration 70Q: 3 clusters Score -1229458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1229458.875000 Penalty: 2985.631836
	Iteration 71Q: 3 clusters Score -1229459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1229458.625000 Penalty: 2985.631836
	Iteration 72Q: 3 clusters Score -1229459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1229459.250000 Penalty: 2985.631836
	Iteration 73Q: 3 clusters Score -1229459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1229460.375000 Penalty: 2985.631836
	Iteration 74Q: 3 clusters Score -1229460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1229460.375000 Penalty: 2985.631836
	Iteration 75F: 3 clusters Score -1229460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (52637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52637 members 
Entering Unmasked Estep 
Score: -6705848.500000 Penalty: 1766.565918
	Iteration 0F: 2 clusters Score -6705848 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 26231 members 
Entering Unmasked Estep 
Score: -6670723.000000 Penalty: 3533.131836
	Iteration 0F: 3 clusters Score -6670723 nChanged 24636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -6684621.500000 Penalty: 3533.131836
	Iteration 1F: 3 clusters Score -6684622 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -6685063.500000 Penalty: 3533.131836
	Iteration 2Q: 3 clusters Score -6685064 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -6685504.000000 Penalty: 3533.131836
	Iteration 3Q: 3 clusters Score -6685504 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -6685913.500000 Penalty: 3533.131836
	Iteration 4Q: 3 clusters Score -6685914 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -6686481.500000 Penalty: 3533.131836
	Iteration 5Q: 3 clusters Score -6686482 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -6687250.000000 Penalty: 3533.131836
	Iteration 6Q: 3 clusters Score -6687250 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -6688510.500000 Penalty: 3533.131836
	Iteration 7Q: 3 clusters Score -6688510 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -6690703.000000 Penalty: 3533.131836
	Iteration 8F: 3 clusters Score -6690703 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -6694069.000000 Penalty: 3533.131836
	Iteration 9F: 3 clusters Score -6694069 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -6698218.500000 Penalty: 3533.131836
	Iteration 10F: 3 clusters Score -6698218 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49671 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -6701546.000000 Penalty: 3533.131836
	Iteration 11F: 3 clusters Score -6701546 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51542 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6703275.500000 Penalty: 3533.131836
	Iteration 12Q: 3 clusters Score -6703276 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52199 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6703891.000000 Penalty: 3533.131836
	Iteration 13Q: 3 clusters Score -6703891 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52396 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6704095.500000 Penalty: 3533.131836
	Iteration 14Q: 3 clusters Score -6704096 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52450 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -6704183.500000 Penalty: 3533.131836
	Iteration 15Q: 3 clusters Score -6704184 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52482 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -6704244.000000 Penalty: 3533.131836
	Iteration 16Q: 3 clusters Score -6704244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52496 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -6704273.000000 Penalty: 3533.131836
	Iteration 17Q: 3 clusters Score -6704273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52504 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -6704290.000000 Penalty: 3533.131836
	Iteration 18Q: 3 clusters Score -6704290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52509 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -6704294.000000 Penalty: 3533.131836
	Iteration 19Q: 3 clusters Score -6704294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52510 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6704295.000000 Penalty: 3533.131836
	Iteration 20F: 3 clusters Score -6704295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52509 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -6704294.000000 Penalty: 3533.131836
	Iteration 21Q: 3 clusters Score -6704294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52510 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6704299.000000 Penalty: 3533.131836
	Iteration 22Q: 3 clusters Score -6704299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52512 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -6704304.500000 Penalty: 3533.131836
	Iteration 23Q: 3 clusters Score -6704304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52512 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -6704306.000000 Penalty: 3533.131836
	Iteration 24Q: 3 clusters Score -6704306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52512 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -6704314.500000 Penalty: 3533.131836
	Iteration 25Q: 3 clusters Score -6704314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52514 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -6704311.500000 Penalty: 3533.131836
	Iteration 26Q: 3 clusters Score -6704312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52513 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -6704312.000000 Penalty: 3533.131836
	Iteration 27Q: 3 clusters Score -6704312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52512 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -6704319.500000 Penalty: 3533.131836
	Iteration 28Q: 3 clusters Score -6704320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52511 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -6704318.500000 Penalty: 3533.131836
	Iteration 29Q: 3 clusters Score -6704318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52511 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -6704318.500000 Penalty: 3533.131836
	Iteration 30F: 3 clusters Score -6704318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Entering Unmasked Estep 
Score: -835058.125000 Penalty: 1431.481445
	Iteration 0F: 2 clusters Score -835058.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -830000.812500 Penalty: 2862.962891
	Iteration 0F: 3 clusters Score -830000.8 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -831771.312500 Penalty: 2862.962891
	Iteration 1F: 3 clusters Score -831771.3 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -832596.375000 Penalty: 2862.962891
	Iteration 2F: 3 clusters Score -832596.4 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -833343.875000 Penalty: 2862.962891
	Iteration 3F: 3 clusters Score -833343.9 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -833928.125000 Penalty: 2862.962891
	Iteration 4F: 3 clusters Score -833928.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -834310.875000 Penalty: 2862.962891
	Iteration 5F: 3 clusters Score -834310.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -834514.500000 Penalty: 2862.962891
	Iteration 6Q: 3 clusters Score -834514.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -834613.250000 Penalty: 2862.962891
	Iteration 7Q: 3 clusters Score -834613.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -834675.187500 Penalty: 2862.962891
	Iteration 8Q: 3 clusters Score -834675.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -834704.125000 Penalty: 2862.962891
	Iteration 9Q: 3 clusters Score -834704.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -834716.375000 Penalty: 2862.962891
	Iteration 10Q: 3 clusters Score -834716.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -834725.687500 Penalty: 2862.962891
	Iteration 11Q: 3 clusters Score -834725.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -834730.750000 Penalty: 2862.962891
	Iteration 12Q: 3 clusters Score -834730.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -834735.250000 Penalty: 2862.962891
	Iteration 13Q: 3 clusters Score -834735.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -834738.625000 Penalty: 2862.962891
	Iteration 14Q: 3 clusters Score -834738.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -834743.437500 Penalty: 2862.962891
	Iteration 15Q: 3 clusters Score -834743.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -834745.062500 Penalty: 2862.962891
	Iteration 16Q: 3 clusters Score -834745.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -834746.062500 Penalty: 2862.962891
	Iteration 17Q: 3 clusters Score -834746.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -834746.062500 Penalty: 2862.962891
	Iteration 18F: 3 clusters Score -834746.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -64829.195312 Penalty: 1046.394409
	Iteration 0F: 2 clusters Score -64829.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -63696.812500 Penalty: 2092.788818
	Iteration 0F: 3 clusters Score -63696.81 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -64023.187500 Penalty: 2092.788818
	Iteration 1F: 3 clusters Score -64023.19 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -64315.062500 Penalty: 2092.788818
	Iteration 2F: 3 clusters Score -64315.06 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -64518.816406 Penalty: 2092.788818
	Iteration 3F: 3 clusters Score -64518.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -64593.871094 Penalty: 2092.788818
	Iteration 4Q: 3 clusters Score -64593.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -64634.917969 Penalty: 2092.788818
	Iteration 5Q: 3 clusters Score -64634.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -64659.597656 Penalty: 2092.788818
	Iteration 6Q: 3 clusters Score -64659.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -64670.121094 Penalty: 2092.788818
	Iteration 7Q: 3 clusters Score -64670.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -64679.277344 Penalty: 2092.788818
	Iteration 8Q: 3 clusters Score -64679.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -64683.519531 Penalty: 2092.788818
	Iteration 9Q: 3 clusters Score -64683.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -64689.457031 Penalty: 2092.788818
	Iteration 10Q: 3 clusters Score -64689.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -64700.625000 Penalty: 2092.788818
	Iteration 11Q: 3 clusters Score -64700.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -64710.058594 Penalty: 2092.788818
	Iteration 12Q: 3 clusters Score -64710.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -64710.058594 Penalty: 2092.788818
	Iteration 13F: 3 clusters Score -64710.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (73980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73980 members 
Entering Unmasked Estep 
Score: -9201743.000000 Penalty: 1821.876831
	Iteration 0F: 2 clusters Score -9201743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -9152103.000000 Penalty: 3643.753662
	Iteration 0F: 3 clusters Score -9152103 nChanged 35114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -9172527.000000 Penalty: 3643.753662
	Iteration 1F: 3 clusters Score -9172527 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -9173272.000000 Penalty: 3643.753662
	Iteration 2Q: 3 clusters Score -9173272 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -9174231.000000 Penalty: 3643.753662
	Iteration 3Q: 3 clusters Score -9174231 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -9175433.000000 Penalty: 3643.753662
	Iteration 4Q: 3 clusters Score -9175433 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -9177050.000000 Penalty: 3643.753662
	Iteration 5Q: 3 clusters Score -9177050 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -9179229.000000 Penalty: 3643.753662
	Iteration 6Q: 3 clusters Score -9179229 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -9182125.000000 Penalty: 3643.753662
	Iteration 7F: 3 clusters Score -9182125 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52204 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -9185390.000000 Penalty: 3643.753662
	Iteration 8F: 3 clusters Score -9185390 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55929 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -9188746.000000 Penalty: 3643.753662
	Iteration 9F: 3 clusters Score -9188746 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -9191615.000000 Penalty: 3643.753662
	Iteration 10F: 3 clusters Score -9191615 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62427 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -9193839.000000 Penalty: 3643.753662
	Iteration 11Q: 3 clusters Score -9193839 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64885 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -9195559.000000 Penalty: 3643.753662
	Iteration 12Q: 3 clusters Score -9195559 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66936 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -9196876.000000 Penalty: 3643.753662
	Iteration 13Q: 3 clusters Score -9196876 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68595 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -9197871.000000 Penalty: 3643.753662
	Iteration 14Q: 3 clusters Score -9197871 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69865 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -9198626.000000 Penalty: 3643.753662
	Iteration 15Q: 3 clusters Score -9198626 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70785 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -9199149.000000 Penalty: 3643.753662
	Iteration 16Q: 3 clusters Score -9199149 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71465 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -9199521.000000 Penalty: 3643.753662
	Iteration 17Q: 3 clusters Score -9199521 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71939 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -9199779.000000 Penalty: 3643.753662
	Iteration 18Q: 3 clusters Score -9199779 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72274 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -9199998.000000 Penalty: 3643.753662
	Iteration 19Q: 3 clusters Score -9199998 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72514 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -9200145.000000 Penalty: 3643.753662
	Iteration 20F: 3 clusters Score -9200145 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72694 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -9200258.000000 Penalty: 3643.753662
	Iteration 21Q: 3 clusters Score -9200258 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72812 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -9200327.000000 Penalty: 3643.753662
	Iteration 22Q: 3 clusters Score -9200327 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72899 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -9200357.000000 Penalty: 3643.753662
	Iteration 23Q: 3 clusters Score -9200357 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72960 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -9200389.000000 Penalty: 3643.753662
	Iteration 24Q: 3 clusters Score -9200389 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73009 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -9200412.000000 Penalty: 3643.753662
	Iteration 25Q: 3 clusters Score -9200412 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73057 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -9200444.000000 Penalty: 3643.753662
	Iteration 26Q: 3 clusters Score -9200444 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73094 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -9200478.000000 Penalty: 3643.753662
	Iteration 27Q: 3 clusters Score -9200478 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73130 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -9200507.000000 Penalty: 3643.753662
	Iteration 28Q: 3 clusters Score -9200507 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73155 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -9200521.000000 Penalty: 3643.753662
	Iteration 29Q: 3 clusters Score -9200521 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73172 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -9200537.000000 Penalty: 3643.753662
	Iteration 30Q: 3 clusters Score -9200537 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73186 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -9200541.000000 Penalty: 3643.753662
	Iteration 31Q: 3 clusters Score -9200541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73196 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -9200552.000000 Penalty: 3643.753662
	Iteration 32Q: 3 clusters Score -9200552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73205 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -9200558.000000 Penalty: 3643.753662
	Iteration 33Q: 3 clusters Score -9200558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73215 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -9200567.000000 Penalty: 3643.753662
	Iteration 34Q: 3 clusters Score -9200567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73216 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -9200569.000000 Penalty: 3643.753662
	Iteration 35Q: 3 clusters Score -9200569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73216 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -9200570.000000 Penalty: 3643.753662
	Iteration 36Q: 3 clusters Score -9200570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73216 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -9200570.000000 Penalty: 3643.753662
	Iteration 37F: 3 clusters Score -9200570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (97231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97231 members 
Entering Unmasked Estep 
Score: -12187164.000000 Penalty: 1866.287354
	Iteration 0F: 2 clusters Score -1.218716e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48608 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -12123436.000000 Penalty: 3732.574707
	Iteration 0F: 3 clusters Score -1.212344e+07 nChanged 46479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 50348 members 
Entering Unmasked Estep 
Score: -12150972.000000 Penalty: 3732.574707
	Iteration 1F: 3 clusters Score -1.215097e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45807 members 
Mstep: Class 2 contains 51424 members 
Entering Unmasked Estep 
Score: -12152105.000000 Penalty: 3732.574707
	Iteration 2Q: 3 clusters Score -1.21521e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44213 members 
Mstep: Class 2 contains 53018 members 
Entering Unmasked Estep 
Score: -12153710.000000 Penalty: 3732.574707
	Iteration 3Q: 3 clusters Score -1.215371e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 55429 members 
Entering Unmasked Estep 
Score: -12156300.000000 Penalty: 3732.574707
	Iteration 4F: 3 clusters Score -1.21563e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 58629 members 
Entering Unmasked Estep 
Score: -12160200.000000 Penalty: 3732.574707
	Iteration 5F: 3 clusters Score -1.21602e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 62334 members 
Entering Unmasked Estep 
Score: -12165518.000000 Penalty: 3732.574707
	Iteration 6F: 3 clusters Score -1.216552e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 65756 members 
Entering Unmasked Estep 
Score: -12170807.000000 Penalty: 3732.574707
	Iteration 7F: 3 clusters Score -1.217081e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 68309 members 
Entering Unmasked Estep 
Score: -12174133.000000 Penalty: 3732.574707
	Iteration 8F: 3 clusters Score -1.217413e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 70270 members 
Entering Unmasked Estep 
Score: -12175679.000000 Penalty: 3732.574707
	Iteration 9Q: 3 clusters Score -1.217568e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 71927 members 
Entering Unmasked Estep 
Score: -12176551.000000 Penalty: 3732.574707
	Iteration 10Q: 3 clusters Score -1.217655e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 73557 members 
Entering Unmasked Estep 
Score: -12177337.000000 Penalty: 3732.574707
	Iteration 11Q: 3 clusters Score -1.217734e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 75121 members 
Entering Unmasked Estep 
Score: -12177940.000000 Penalty: 3732.574707
	Iteration 12Q: 3 clusters Score -1.217794e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 76635 members 
Entering Unmasked Estep 
Score: -12178590.000000 Penalty: 3732.574707
	Iteration 13Q: 3 clusters Score -1.217859e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 78111 members 
Entering Unmasked Estep 
Score: -12179214.000000 Penalty: 3732.574707
	Iteration 14Q: 3 clusters Score -1.217921e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 79539 members 
Entering Unmasked Estep 
Score: -12179809.000000 Penalty: 3732.574707
	Iteration 15Q: 3 clusters Score -1.217981e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 80983 members 
Entering Unmasked Estep 
Score: -12180410.000000 Penalty: 3732.574707
	Iteration 16Q: 3 clusters Score -1.218041e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 82388 members 
Entering Unmasked Estep 
Score: -12180983.000000 Penalty: 3732.574707
	Iteration 17Q: 3 clusters Score -1.218098e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 83733 members 
Entering Unmasked Estep 
Score: -12181608.000000 Penalty: 3732.574707
	Iteration 18Q: 3 clusters Score -1.218161e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 85020 members 
Entering Unmasked Estep 
Score: -12182230.000000 Penalty: 3732.574707
	Iteration 19Q: 3 clusters Score -1.218223e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 86204 members 
Entering Unmasked Estep 
Score: -12182711.000000 Penalty: 3732.574707
	Iteration 20F: 3 clusters Score -1.218271e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 87287 members 
Entering Unmasked Estep 
Score: -12183220.000000 Penalty: 3732.574707
	Iteration 21Q: 3 clusters Score -1.218322e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 88304 members 
Entering Unmasked Estep 
Score: -12183662.000000 Penalty: 3732.574707
	Iteration 22Q: 3 clusters Score -1.218366e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 89293 members 
Entering Unmasked Estep 
Score: -12184211.000000 Penalty: 3732.574707
	Iteration 23Q: 3 clusters Score -1.218421e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 90202 members 
Entering Unmasked Estep 
Score: -12184694.000000 Penalty: 3732.574707
	Iteration 24Q: 3 clusters Score -1.218469e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 91050 members 
Entering Unmasked Estep 
Score: -12185104.000000 Penalty: 3732.574707
	Iteration 25Q: 3 clusters Score -1.21851e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 91860 members 
Entering Unmasked Estep 
Score: -12185490.000000 Penalty: 3732.574707
	Iteration 26Q: 3 clusters Score -1.218549e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 92574 members 
Entering Unmasked Estep 
Score: -12185760.000000 Penalty: 3732.574707
	Iteration 27Q: 3 clusters Score -1.218576e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 93189 members 
Entering Unmasked Estep 
Score: -12186011.000000 Penalty: 3732.574707
	Iteration 28Q: 3 clusters Score -1.218601e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 93787 members 
Entering Unmasked Estep 
Score: -12186150.000000 Penalty: 3732.574707
	Iteration 29Q: 3 clusters Score -1.218615e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 94293 members 
Entering Unmasked Estep 
Score: -12186223.000000 Penalty: 3732.574707
	Iteration 30Q: 3 clusters Score -1.218622e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 94705 members 
Entering Unmasked Estep 
Score: -12186287.000000 Penalty: 3732.574707
	Iteration 31Q: 3 clusters Score -1.218629e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 95027 members 
Entering Unmasked Estep 
Score: -12186378.000000 Penalty: 3732.574707
	Iteration 32Q: 3 clusters Score -1.218638e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 95274 members 
Entering Unmasked Estep 
Score: -12186372.000000 Penalty: 3732.574707
	Iteration 33Q: 3 clusters Score -1.218637e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 95469 members 
Entering Unmasked Estep 
Score: -12186346.000000 Penalty: 3732.574707
	Iteration 34Q: 3 clusters Score -1.218635e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 95620 members 
Entering Unmasked Estep 
Score: -12186372.000000 Penalty: 3732.574707
	Iteration 35Q: 3 clusters Score -1.218637e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 95740 members 
Entering Unmasked Estep 
Score: -12186327.000000 Penalty: 3732.574707
	Iteration 36Q: 3 clusters Score -1.218633e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 95836 members 
Entering Unmasked Estep 
Score: -12186295.000000 Penalty: 3732.574707
	Iteration 37Q: 3 clusters Score -1.21863e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 95916 members 
Entering Unmasked Estep 
Score: -12186272.000000 Penalty: 3732.574707
	Iteration 38Q: 3 clusters Score -1.218627e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 95975 members 
Entering Unmasked Estep 
Score: -12186287.000000 Penalty: 3732.574707
	Iteration 39Q: 3 clusters Score -1.218629e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 96034 members 
Entering Unmasked Estep 
Score: -12186277.000000 Penalty: 3732.574707
	Iteration 40F: 3 clusters Score -1.218628e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 96079 members 
Entering Unmasked Estep 
Score: -12186276.000000 Penalty: 3732.574707
	Iteration 41Q: 3 clusters Score -1.218628e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 96119 members 
Entering Unmasked Estep 
Score: -12186252.000000 Penalty: 3732.574707
	Iteration 42Q: 3 clusters Score -1.218625e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 96142 members 
Entering Unmasked Estep 
Score: -12186273.000000 Penalty: 3732.574707
	Iteration 43Q: 3 clusters Score -1.218627e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 96174 members 
Entering Unmasked Estep 
Score: -12186270.000000 Penalty: 3732.574707
	Iteration 44Q: 3 clusters Score -1.218627e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 96202 members 
Entering Unmasked Estep 
Score: -12186269.000000 Penalty: 3732.574707
	Iteration 45Q: 3 clusters Score -1.218627e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 96226 members 
Entering Unmasked Estep 
Score: -12186276.000000 Penalty: 3732.574707
	Iteration 46Q: 3 clusters Score -1.218628e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 96236 members 
Entering Unmasked Estep 
Score: -12186292.000000 Penalty: 3732.574707
	Iteration 47Q: 3 clusters Score -1.218629e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 96247 members 
Entering Unmasked Estep 
Score: -12186288.000000 Penalty: 3732.574707
	Iteration 48Q: 3 clusters Score -1.218629e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 96256 members 
Entering Unmasked Estep 
Score: -12186288.000000 Penalty: 3732.574707
	Iteration 49Q: 3 clusters Score -1.218629e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 96260 members 
Entering Unmasked Estep 
Score: -12186270.000000 Penalty: 3732.574707
	Iteration 50Q: 3 clusters Score -1.218627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 96266 members 
Entering Unmasked Estep 
Score: -12186277.000000 Penalty: 3732.574707
	Iteration 51Q: 3 clusters Score -1.218628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 96269 members 
Entering Unmasked Estep 
Score: -12186278.000000 Penalty: 3732.574707
	Iteration 52Q: 3 clusters Score -1.218628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 96271 members 
Entering Unmasked Estep 
Score: -12186273.000000 Penalty: 3732.574707
	Iteration 53Q: 3 clusters Score -1.218627e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 96271 members 
Entering Unmasked Estep 
Score: -12186273.000000 Penalty: 3732.574707
	Iteration 54F: 3 clusters Score -1.218627e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (74716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74716 members 
Entering Unmasked Estep 
Score: -9461803.000000 Penalty: 1823.485596
	Iteration 0F: 2 clusters Score -9461803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 37550 members 
Entering Unmasked Estep 
Score: -9412134.000000 Penalty: 3646.971191
	Iteration 0F: 3 clusters Score -9412134 nChanged 35373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -9432607.000000 Penalty: 3646.971191
	Iteration 1F: 3 clusters Score -9432607 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 42639 members 
Entering Unmasked Estep 
Score: -9433679.000000 Penalty: 3646.971191
	Iteration 2Q: 3 clusters Score -9433679 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -9435587.000000 Penalty: 3646.971191
	Iteration 3F: 3 clusters Score -9435587 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 50348 members 
Entering Unmasked Estep 
Score: -9439025.000000 Penalty: 3646.971191
	Iteration 4F: 3 clusters Score -9439025 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 56091 members 
Entering Unmasked Estep 
Score: -9444289.000000 Penalty: 3646.971191
	Iteration 5F: 3 clusters Score -9444289 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 61790 members 
Entering Unmasked Estep 
Score: -9450053.000000 Penalty: 3646.971191
	Iteration 6F: 3 clusters Score -9450053 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 66189 members 
Entering Unmasked Estep 
Score: -9454502.000000 Penalty: 3646.971191
	Iteration 7F: 3 clusters Score -9454502 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 68759 members 
Entering Unmasked Estep 
Score: -9457130.000000 Penalty: 3646.971191
	Iteration 8Q: 3 clusters Score -9457130 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 70126 members 
Entering Unmasked Estep 
Score: -9458288.000000 Penalty: 3646.971191
	Iteration 9Q: 3 clusters Score -9458288 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 71001 members 
Entering Unmasked Estep 
Score: -9458922.000000 Penalty: 3646.971191
	Iteration 10Q: 3 clusters Score -9458922 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 71623 members 
Entering Unmasked Estep 
Score: -9459260.000000 Penalty: 3646.971191
	Iteration 11Q: 3 clusters Score -9459260 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 72093 members 
Entering Unmasked Estep 
Score: -9459460.000000 Penalty: 3646.971191
	Iteration 12Q: 3 clusters Score -9459460 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 72448 members 
Entering Unmasked Estep 
Score: -9459585.000000 Penalty: 3646.971191
	Iteration 13Q: 3 clusters Score -9459585 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 72739 members 
Entering Unmasked Estep 
Score: -9459720.000000 Penalty: 3646.971191
	Iteration 14Q: 3 clusters Score -9459720 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 72977 members 
Entering Unmasked Estep 
Score: -9459812.000000 Penalty: 3646.971191
	Iteration 15Q: 3 clusters Score -9459812 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 73168 members 
Entering Unmasked Estep 
Score: -9459877.000000 Penalty: 3646.971191
	Iteration 16Q: 3 clusters Score -9459877 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 73326 members 
Entering Unmasked Estep 
Score: -9459954.000000 Penalty: 3646.971191
	Iteration 17Q: 3 clusters Score -9459954 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 73453 members 
Entering Unmasked Estep 
Score: -9460025.000000 Penalty: 3646.971191
	Iteration 18Q: 3 clusters Score -9460025 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 73563 members 
Entering Unmasked Estep 
Score: -9460081.000000 Penalty: 3646.971191
	Iteration 19Q: 3 clusters Score -9460081 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 73657 members 
Entering Unmasked Estep 
Score: -9460107.000000 Penalty: 3646.971191
	Iteration 20F: 3 clusters Score -9460107 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 73718 members 
Entering Unmasked Estep 
Score: -9460152.000000 Penalty: 3646.971191
	Iteration 21Q: 3 clusters Score -9460152 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 73767 members 
Entering Unmasked Estep 
Score: -9460188.000000 Penalty: 3646.971191
	Iteration 22Q: 3 clusters Score -9460188 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 73820 members 
Entering Unmasked Estep 
Score: -9460218.000000 Penalty: 3646.971191
	Iteration 23Q: 3 clusters Score -9460218 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 73862 members 
Entering Unmasked Estep 
Score: -9460238.000000 Penalty: 3646.971191
	Iteration 24Q: 3 clusters Score -9460238 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 73901 members 
Entering Unmasked Estep 
Score: -9460254.000000 Penalty: 3646.971191
	Iteration 25Q: 3 clusters Score -9460254 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 73934 members 
Entering Unmasked Estep 
Score: -9460270.000000 Penalty: 3646.971191
	Iteration 26Q: 3 clusters Score -9460270 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 73959 members 
Entering Unmasked Estep 
Score: -9460260.000000 Penalty: 3646.971191
	Iteration 27Q: 3 clusters Score -9460260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 73985 members 
Entering Unmasked Estep 
Score: -9460266.000000 Penalty: 3646.971191
	Iteration 28Q: 3 clusters Score -9460266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 74008 members 
Entering Unmasked Estep 
Score: -9460272.000000 Penalty: 3646.971191
	Iteration 29Q: 3 clusters Score -9460272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 74025 members 
Entering Unmasked Estep 
Score: -9460292.000000 Penalty: 3646.971191
	Iteration 30Q: 3 clusters Score -9460292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 74043 members 
Entering Unmasked Estep 
Score: -9460296.000000 Penalty: 3646.971191
	Iteration 31Q: 3 clusters Score -9460296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 74059 members 
Entering Unmasked Estep 
Score: -9460309.000000 Penalty: 3646.971191
	Iteration 32Q: 3 clusters Score -9460309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 74065 members 
Entering Unmasked Estep 
Score: -9460317.000000 Penalty: 3646.971191
	Iteration 33Q: 3 clusters Score -9460317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 74065 members 
Entering Unmasked Estep 
Score: -9460315.000000 Penalty: 3646.971191
	Iteration 34Q: 3 clusters Score -9460315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 74062 members 
Entering Unmasked Estep 
Score: -9460324.000000 Penalty: 3646.971191
	Iteration 35Q: 3 clusters Score -9460324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 74064 members 
Entering Unmasked Estep 
Score: -9460320.000000 Penalty: 3646.971191
	Iteration 36Q: 3 clusters Score -9460320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 74065 members 
Entering Unmasked Estep 
Score: -9460325.000000 Penalty: 3646.971191
	Iteration 37Q: 3 clusters Score -9460325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 74065 members 
Entering Unmasked Estep 
Score: -9460325.000000 Penalty: 3646.971191
	Iteration 38F: 3 clusters Score -9460325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -45683.070312 Penalty: 1001.538635
	Iteration 0F: 2 clusters Score -45683.07 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 240 members 
Entering Unmasked Estep 
Score: -44706.601562 Penalty: 2003.077271
	Iteration 0F: 3 clusters Score -44706.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45038.335938 Penalty: 2003.077271
	Iteration 1F: 3 clusters Score -45038.34 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -45173.683594 Penalty: 2003.077271
	Iteration 2F: 3 clusters Score -45173.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -45230.789062 Penalty: 2003.077271
	Iteration 3F: 3 clusters Score -45230.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -45255.269531 Penalty: 2003.077271
	Iteration 4Q: 3 clusters Score -45255.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -45266.746094 Penalty: 2003.077271
	Iteration 5Q: 3 clusters Score -45266.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -45276.007812 Penalty: 2003.077271
	Iteration 6Q: 3 clusters Score -45276.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -45278.523438 Penalty: 2003.077271
	Iteration 7Q: 3 clusters Score -45278.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -45279.007812 Penalty: 2003.077271
	Iteration 8Q: 3 clusters Score -45279.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -45279.445312 Penalty: 2003.077271
	Iteration 9Q: 3 clusters Score -45279.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -45280.304688 Penalty: 2003.077271
	Iteration 10Q: 3 clusters Score -45280.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -45281.105469 Penalty: 2003.077271
	Iteration 11Q: 3 clusters Score -45281.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -45281.105469 Penalty: 2003.077271
	Iteration 12F: 3 clusters Score -45281.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -18189.689453 Penalty: 927.944336
	Iteration 0F: 2 clusters Score -18189.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17558.353516 Penalty: 1855.888672
	Iteration 0F: 3 clusters Score -17558.35 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -17999.718750 Penalty: 1855.888672
	Iteration 1F: 3 clusters Score -17999.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18286.121094 Penalty: 1855.888672
	Iteration 2F: 3 clusters Score -18286.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18390.228516 Penalty: 1855.888672
	Iteration 3Q: 3 clusters Score -18390.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -18482.806641 Penalty: 1855.888672
	Iteration 4Q: 3 clusters Score -18482.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18537.173828 Penalty: 1855.888672
	Iteration 5Q: 3 clusters Score -18537.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18557.267578 Penalty: 1855.888672
	Iteration 6Q: 3 clusters Score -18557.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -18581.835938 Penalty: 1855.888672
	Iteration 7Q: 3 clusters Score -18581.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -18619.332031 Penalty: 1855.888672
	Iteration 8Q: 3 clusters Score -18619.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18633.761719 Penalty: 1855.888672
	Iteration 9Q: 3 clusters Score -18633.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18636.962891 Penalty: 1855.888672
	Iteration 10Q: 3 clusters Score -18636.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18649.853516 Penalty: 1855.888672
	Iteration 11Q: 3 clusters Score -18649.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18650.552734 Penalty: 1855.888672
	Iteration 12Q: 3 clusters Score -18650.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18651.435547 Penalty: 1855.888672
	Iteration 13Q: 3 clusters Score -18651.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18652.533203 Penalty: 1855.888672
	Iteration 14Q: 3 clusters Score -18652.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -18659.140625 Penalty: 1855.888672
	Iteration 15Q: 3 clusters Score -18659.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18661.058594 Penalty: 1855.888672
	Iteration 16Q: 3 clusters Score -18661.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18663.656250 Penalty: 1855.888672
	Iteration 17Q: 3 clusters Score -18663.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18677.566406 Penalty: 1855.888672
	Iteration 18F: 3 clusters Score -18677.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18787.570312 Penalty: 1855.888672
	Iteration 19Q: 3 clusters Score -18787.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -18803.830078 Penalty: 1855.888672
	Iteration 20F: 3 clusters Score -18803.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18806.525391 Penalty: 1855.888672
	Iteration 21Q: 3 clusters Score -18806.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18807.998047 Penalty: 1855.888672
	Iteration 22Q: 3 clusters Score -18808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18807.998047 Penalty: 1855.888672
	Iteration 23F: 3 clusters Score -18808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22153 members 
Mstep: Class 4 contains 18156 members 
Mstep: Class 5 contains 9981 members 
Mstep: Class 6 contains 6733 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4010 members 
Mstep: Class 9 contains 4585 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13880 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39267 members 
Mstep: Class 14 contains 48911 members 
Mstep: Class 15 contains 9291 members 
Mstep: Class 16 contains 8671 members 
Mstep: Class 17 contains 109028 members 
Mstep: Class 18 contains 3509 members 
Mstep: Class 19 contains 9765 members 
Mstep: Class 20 contains 52637 members 
Mstep: Class 21 contains 6695 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 73980 members 
Mstep: Class 24 contains 97231 members 
Mstep: Class 25 contains 74716 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 121 members 
Mstep: Class 28 contains 103769 members 
Mstep: Class 29 contains 4849 members 
Mstep: Class 30 contains 76631 members 
Mstep: Class 31 contains 92597 members 
Mstep: Class 32 contains 3160 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9524 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2181 members 
Mstep: Class 39 contains 474 members 
Mstep: Class 40 contains 181 members 
Entering Unmasked Estep 
Score: -111770136.000000 Penalty: 89247.812500
Splitting cluster 27 changes total score from -111770520.000000 to -111770136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (103769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103769 members 
Entering Unmasked Estep 
Score: -12992242.000000 Penalty: 1876.862427
	Iteration 0F: 2 clusters Score -1.299224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -12924985.000000 Penalty: 3753.724854
	Iteration 0F: 3 clusters Score -1.292498e+07 nChanged 49768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48206 members 
Mstep: Class 2 contains 55563 members 
Entering Unmasked Estep 
Score: -12955665.000000 Penalty: 3753.724854
	Iteration 1F: 3 clusters Score -1.295566e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 57713 members 
Entering Unmasked Estep 
Score: -12958600.000000 Penalty: 3753.724854
	Iteration 2F: 3 clusters Score -1.29586e+07 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 60396 members 
Entering Unmasked Estep 
Score: -12963641.000000 Penalty: 3753.724854
	Iteration 3F: 3 clusters Score -1.296364e+07 nChanged 9353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 62707 members 
Entering Unmasked Estep 
Score: -12970163.000000 Penalty: 3753.724854
	Iteration 4F: 3 clusters Score -1.297016e+07 nChanged 9243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 62952 members 
Entering Unmasked Estep 
Score: -12975463.000000 Penalty: 3753.724854
	Iteration 5F: 3 clusters Score -1.297546e+07 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 61313 members 
Entering Unmasked Estep 
Score: -12977347.000000 Penalty: 3753.724854
	Iteration 6F: 3 clusters Score -1.297735e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44752 members 
Mstep: Class 2 contains 59017 members 
Entering Unmasked Estep 
Score: -12977973.000000 Penalty: 3753.724854
	Iteration 7Q: 3 clusters Score -1.297797e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47189 members 
Mstep: Class 2 contains 56580 members 
Entering Unmasked Estep 
Score: -12978602.000000 Penalty: 3753.724854
	Iteration 8Q: 3 clusters Score -1.29786e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 54137 members 
Entering Unmasked Estep 
Score: -12979213.000000 Penalty: 3753.724854
	Iteration 9Q: 3 clusters Score -1.297921e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51843 members 
Mstep: Class 2 contains 51926 members 
Entering Unmasked Estep 
Score: -12980167.000000 Penalty: 3753.724854
	Iteration 10Q: 3 clusters Score -1.298017e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53825 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -12980839.000000 Penalty: 3753.724854
	Iteration 11Q: 3 clusters Score -1.298084e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55533 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -12981437.000000 Penalty: 3753.724854
	Iteration 12Q: 3 clusters Score -1.298144e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56799 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -12981835.000000 Penalty: 3753.724854
	Iteration 13Q: 3 clusters Score -1.298184e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57731 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -12982053.000000 Penalty: 3753.724854
	Iteration 14Q: 3 clusters Score -1.298205e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58368 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -12982234.000000 Penalty: 3753.724854
	Iteration 15Q: 3 clusters Score -1.298223e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58841 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -12982302.000000 Penalty: 3753.724854
	Iteration 16Q: 3 clusters Score -1.29823e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59165 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -12982249.000000 Penalty: 3753.724854
	Iteration 17Q: 3 clusters Score -1.298225e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59513 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -12982255.000000 Penalty: 3753.724854
	Iteration 18Q: 3 clusters Score -1.298226e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59928 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -12982231.000000 Penalty: 3753.724854
	Iteration 19Q: 3 clusters Score -1.298223e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60337 members 
Mstep: Class 2 contains 43432 members 
Entering Unmasked Estep 
Score: -12982190.000000 Penalty: 3753.724854
	Iteration 20F: 3 clusters Score -1.298219e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60767 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -12982172.000000 Penalty: 3753.724854
	Iteration 21Q: 3 clusters Score -1.298217e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61253 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -12982183.000000 Penalty: 3753.724854
	Iteration 22Q: 3 clusters Score -1.298218e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61739 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -12982195.000000 Penalty: 3753.724854
	Iteration 23Q: 3 clusters Score -1.29822e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62278 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -12982169.000000 Penalty: 3753.724854
	Iteration 24Q: 3 clusters Score -1.298217e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62909 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -12982158.000000 Penalty: 3753.724854
	Iteration 25Q: 3 clusters Score -1.298216e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63616 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -12982130.000000 Penalty: 3753.724854
	Iteration 26Q: 3 clusters Score -1.298213e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64444 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -12982030.000000 Penalty: 3753.724854
	Iteration 27Q: 3 clusters Score -1.298203e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65411 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -12982017.000000 Penalty: 3753.724854
	Iteration 28Q: 3 clusters Score -1.298202e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66557 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -12981877.000000 Penalty: 3753.724854
	Iteration 29Q: 3 clusters Score -1.298188e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67897 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -12981855.000000 Penalty: 3753.724854
	Iteration 30Q: 3 clusters Score -1.298186e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69522 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -12981826.000000 Penalty: 3753.724854
	Iteration 31Q: 3 clusters Score -1.298183e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71380 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -12981799.000000 Penalty: 3753.724854
	Iteration 32Q: 3 clusters Score -1.29818e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73442 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -12981899.000000 Penalty: 3753.724854
	Iteration 33Q: 3 clusters Score -1.29819e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75832 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -12982110.000000 Penalty: 3753.724854
	Iteration 34Q: 3 clusters Score -1.298211e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78414 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -12982542.000000 Penalty: 3753.724854
	Iteration 35Q: 3 clusters Score -1.298254e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81457 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -12983146.000000 Penalty: 3753.724854
	Iteration 36Q: 3 clusters Score -1.298315e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84712 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -12983927.000000 Penalty: 3753.724854
	Iteration 37Q: 3 clusters Score -1.298393e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88313 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -12984811.000000 Penalty: 3753.724854
	Iteration 38Q: 3 clusters Score -1.298481e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91925 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -12987170.000000 Penalty: 3753.724854
	Iteration 39Q: 3 clusters Score -1.298717e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94687 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -12989084.000000 Penalty: 3753.724854
	Iteration 40F: 3 clusters Score -1.298908e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96567 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -12990071.000000 Penalty: 3753.724854
	Iteration 41Q: 3 clusters Score -1.299007e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97900 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -12990542.000000 Penalty: 3753.724854
	Iteration 42Q: 3 clusters Score -1.299054e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98899 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -12990890.000000 Penalty: 3753.724854
	Iteration 43Q: 3 clusters Score -1.299089e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99650 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -12991072.000000 Penalty: 3753.724854
	Iteration 44Q: 3 clusters Score -1.299107e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100209 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -12991160.000000 Penalty: 3753.724854
	Iteration 45Q: 3 clusters Score -1.299116e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100655 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -12991166.000000 Penalty: 3753.724854
	Iteration 46Q: 3 clusters Score -1.299117e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100998 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -12991204.000000 Penalty: 3753.724854
	Iteration 47Q: 3 clusters Score -1.29912e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101292 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -12991221.000000 Penalty: 3753.724854
	Iteration 48Q: 3 clusters Score -1.299122e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101525 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -12991203.000000 Penalty: 3753.724854
	Iteration 49Q: 3 clusters Score -1.29912e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101720 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -12991216.000000 Penalty: 3753.724854
	Iteration 50Q: 3 clusters Score -1.299122e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101885 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -12991244.000000 Penalty: 3753.724854
	Iteration 51Q: 3 clusters Score -1.299124e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102006 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -12991270.000000 Penalty: 3753.724854
	Iteration 52Q: 3 clusters Score -1.299127e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102105 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -12991254.000000 Penalty: 3753.724854
	Iteration 53Q: 3 clusters Score -1.299125e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102190 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -12991252.000000 Penalty: 3753.724854
	Iteration 54Q: 3 clusters Score -1.299125e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102273 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -12991252.000000 Penalty: 3753.724854
	Iteration 55Q: 3 clusters Score -1.299125e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102328 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -12991241.000000 Penalty: 3753.724854
	Iteration 56Q: 3 clusters Score -1.299124e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102367 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -12991244.000000 Penalty: 3753.724854
	Iteration 57Q: 3 clusters Score -1.299124e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102410 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -12991241.000000 Penalty: 3753.724854
	Iteration 58Q: 3 clusters Score -1.299124e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102438 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -12991225.000000 Penalty: 3753.724854
	Iteration 59Q: 3 clusters Score -1.299122e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102460 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -12991224.000000 Penalty: 3753.724854
	Iteration 60F: 3 clusters Score -1.299122e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102476 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -12991215.000000 Penalty: 3753.724854
	Iteration 61Q: 3 clusters Score -1.299122e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102496 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -12991213.000000 Penalty: 3753.724854
	Iteration 62Q: 3 clusters Score -1.299121e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102510 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -12991226.000000 Penalty: 3753.724854
	Iteration 63Q: 3 clusters Score -1.299123e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102525 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -12991228.000000 Penalty: 3753.724854
	Iteration 64Q: 3 clusters Score -1.299123e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102545 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -12991224.000000 Penalty: 3753.724854
	Iteration 65Q: 3 clusters Score -1.299122e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102554 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -12991217.000000 Penalty: 3753.724854
	Iteration 66Q: 3 clusters Score -1.299122e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102562 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -12991221.000000 Penalty: 3753.724854
	Iteration 67Q: 3 clusters Score -1.299122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102570 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -12991223.000000 Penalty: 3753.724854
	Iteration 68Q: 3 clusters Score -1.299122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102575 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -12991222.000000 Penalty: 3753.724854
	Iteration 69Q: 3 clusters Score -1.299122e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102585 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -12991218.000000 Penalty: 3753.724854
	Iteration 70Q: 3 clusters Score -1.299122e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102593 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -12991218.000000 Penalty: 3753.724854
	Iteration 71Q: 3 clusters Score -1.299122e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102600 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -12991233.000000 Penalty: 3753.724854
	Iteration 72Q: 3 clusters Score -1.299123e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102611 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -12991234.000000 Penalty: 3753.724854
	Iteration 73Q: 3 clusters Score -1.299123e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102618 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -12991215.000000 Penalty: 3753.724854
	Iteration 74Q: 3 clusters Score -1.299122e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102626 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -12991229.000000 Penalty: 3753.724854
	Iteration 75Q: 3 clusters Score -1.299123e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102634 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -12991236.000000 Penalty: 3753.724854
	Iteration 76Q: 3 clusters Score -1.299124e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102643 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -12991233.000000 Penalty: 3753.724854
	Iteration 77Q: 3 clusters Score -1.299123e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102652 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -12991245.000000 Penalty: 3753.724854
	Iteration 78Q: 3 clusters Score -1.299124e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102662 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -12991227.000000 Penalty: 3753.724854
	Iteration 79Q: 3 clusters Score -1.299123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102663 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -12991234.000000 Penalty: 3753.724854
	Iteration 80F: 3 clusters Score -1.299123e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102666 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -12991239.000000 Penalty: 3753.724854
	Iteration 81Q: 3 clusters Score -1.299124e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102671 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -12991234.000000 Penalty: 3753.724854
	Iteration 82Q: 3 clusters Score -1.299123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102676 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -12991231.000000 Penalty: 3753.724854
	Iteration 83Q: 3 clusters Score -1.299123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102681 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -12991225.000000 Penalty: 3753.724854
	Iteration 84Q: 3 clusters Score -1.299122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102686 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -12991231.000000 Penalty: 3753.724854
	Iteration 85Q: 3 clusters Score -1.299123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102688 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -12991224.000000 Penalty: 3753.724854
	Iteration 86Q: 3 clusters Score -1.299122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102691 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -12991221.000000 Penalty: 3753.724854
	Iteration 87Q: 3 clusters Score -1.299122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102692 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -12991218.000000 Penalty: 3753.724854
	Iteration 88Q: 3 clusters Score -1.299122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102695 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -12991211.000000 Penalty: 3753.724854
	Iteration 89Q: 3 clusters Score -1.299121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102698 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -12991214.000000 Penalty: 3753.724854
	Iteration 90Q: 3 clusters Score -1.299121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102701 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -12991216.000000 Penalty: 3753.724854
	Iteration 91Q: 3 clusters Score -1.299122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102702 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -12991214.000000 Penalty: 3753.724854
	Iteration 92Q: 3 clusters Score -1.299121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102703 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -12991213.000000 Penalty: 3753.724854
	Iteration 93Q: 3 clusters Score -1.299121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102703 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -12991213.000000 Penalty: 3753.724854
	Iteration 94F: 3 clusters Score -1.299121e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Entering Unmasked Estep 
Score: -602106.750000 Penalty: 1379.060669
	Iteration 0F: 2 clusters Score -602106.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -598180.312500 Penalty: 2758.121338
	Iteration 0F: 3 clusters Score -598180.3 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -599248.312500 Penalty: 2758.121338
	Iteration 1F: 3 clusters Score -599248.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -599464.875000 Penalty: 2758.121338
	Iteration 2F: 3 clusters Score -599464.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -599632.875000 Penalty: 2758.121338
	Iteration 3F: 3 clusters Score -599632.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -599790.000000 Penalty: 2758.121338
	Iteration 4F: 3 clusters Score -599790 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -599926.562500 Penalty: 2758.121338
	Iteration 5Q: 3 clusters Score -599926.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -600074.812500 Penalty: 2758.121338
	Iteration 6Q: 3 clusters Score -600074.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -600214.812500 Penalty: 2758.121338
	Iteration 7Q: 3 clusters Score -600214.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -600331.062500 Penalty: 2758.121338
	Iteration 8Q: 3 clusters Score -600331.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -600455.750000 Penalty: 2758.121338
	Iteration 9Q: 3 clusters Score -600455.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -600568.062500 Penalty: 2758.121338
	Iteration 10Q: 3 clusters Score -600568.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -600650.312500 Penalty: 2758.121338
	Iteration 11Q: 3 clusters Score -600650.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -600718.312500 Penalty: 2758.121338
	Iteration 12Q: 3 clusters Score -600718.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -600773.062500 Penalty: 2758.121338
	Iteration 13Q: 3 clusters Score -600773.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -600815.187500 Penalty: 2758.121338
	Iteration 14Q: 3 clusters Score -600815.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -600840.687500 Penalty: 2758.121338
	Iteration 15Q: 3 clusters Score -600840.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -600853.937500 Penalty: 2758.121338
	Iteration 16Q: 3 clusters Score -600853.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -600862.125000 Penalty: 2758.121338
	Iteration 17Q: 3 clusters Score -600862.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -600870.187500 Penalty: 2758.121338
	Iteration 18Q: 3 clusters Score -600870.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -600873.937500 Penalty: 2758.121338
	Iteration 19Q: 3 clusters Score -600873.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -600878.750000 Penalty: 2758.121338
	Iteration 20F: 3 clusters Score -600878.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -600888.187500 Penalty: 2758.121338
	Iteration 21Q: 3 clusters Score -600888.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -600892.687500 Penalty: 2758.121338
	Iteration 22Q: 3 clusters Score -600892.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -600895.062500 Penalty: 2758.121338
	Iteration 23Q: 3 clusters Score -600895.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -600899.750000 Penalty: 2758.121338
	Iteration 24Q: 3 clusters Score -600899.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -600903.812500 Penalty: 2758.121338
	Iteration 25Q: 3 clusters Score -600903.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -600906.250000 Penalty: 2758.121338
	Iteration 26Q: 3 clusters Score -600906.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -600906.687500 Penalty: 2758.121338
	Iteration 27Q: 3 clusters Score -600906.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -600906.625000 Penalty: 2758.121338
	Iteration 28Q: 3 clusters Score -600906.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -600906.625000 Penalty: 2758.121338
	Iteration 29F: 3 clusters Score -600906.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (76631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76631 members 
Entering Unmasked Estep 
Score: -9332361.000000 Penalty: 1827.597900
	Iteration 0F: 2 clusters Score -9332361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -9281250.000000 Penalty: 3655.195801
	Iteration 0F: 3 clusters Score -9281250 nChanged 36375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -9301791.000000 Penalty: 3655.195801
	Iteration 1F: 3 clusters Score -9301791 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -9302510.000000 Penalty: 3655.195801
	Iteration 2Q: 3 clusters Score -9302510 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -9303452.000000 Penalty: 3655.195801
	Iteration 3Q: 3 clusters Score -9303452 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -9304769.000000 Penalty: 3655.195801
	Iteration 4Q: 3 clusters Score -9304769 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 48266 members 
Entering Unmasked Estep 
Score: -9306447.000000 Penalty: 3655.195801
	Iteration 5F: 3 clusters Score -9306447 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 52606 members 
Entering Unmasked Estep 
Score: -9309174.000000 Penalty: 3655.195801
	Iteration 6F: 3 clusters Score -9309174 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 58007 members 
Entering Unmasked Estep 
Score: -9313259.000000 Penalty: 3655.195801
	Iteration 7F: 3 clusters Score -9313259 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 64251 members 
Entering Unmasked Estep 
Score: -9318754.000000 Penalty: 3655.195801
	Iteration 8F: 3 clusters Score -9318754 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 69847 members 
Entering Unmasked Estep 
Score: -9324168.000000 Penalty: 3655.195801
	Iteration 9F: 3 clusters Score -9324168 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 73730 members 
Entering Unmasked Estep 
Score: -9328079.000000 Penalty: 3655.195801
	Iteration 10F: 3 clusters Score -9328079 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 75556 members 
Entering Unmasked Estep 
Score: -9329933.000000 Penalty: 3655.195801
	Iteration 11Q: 3 clusters Score -9329933 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 76158 members 
Entering Unmasked Estep 
Score: -9330529.000000 Penalty: 3655.195801
	Iteration 12Q: 3 clusters Score -9330529 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 76310 members 
Entering Unmasked Estep 
Score: -9330733.000000 Penalty: 3655.195801
	Iteration 13Q: 3 clusters Score -9330733 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 76348 members 
Entering Unmasked Estep 
Score: -9330818.000000 Penalty: 3655.195801
	Iteration 14Q: 3 clusters Score -9330818 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 76359 members 
Entering Unmasked Estep 
Score: -9330868.000000 Penalty: 3655.195801
	Iteration 15Q: 3 clusters Score -9330868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 76368 members 
Entering Unmasked Estep 
Score: -9330886.000000 Penalty: 3655.195801
	Iteration 16Q: 3 clusters Score -9330886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 76365 members 
Entering Unmasked Estep 
Score: -9330904.000000 Penalty: 3655.195801
	Iteration 17Q: 3 clusters Score -9330904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 76363 members 
Entering Unmasked Estep 
Score: -9330918.000000 Penalty: 3655.195801
	Iteration 18Q: 3 clusters Score -9330918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 76366 members 
Entering Unmasked Estep 
Score: -9330927.000000 Penalty: 3655.195801
	Iteration 19Q: 3 clusters Score -9330927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 76367 members 
Entering Unmasked Estep 
Score: -9330932.000000 Penalty: 3655.195801
	Iteration 20F: 3 clusters Score -9330932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 76365 members 
Entering Unmasked Estep 
Score: -9330935.000000 Penalty: 3655.195801
	Iteration 21Q: 3 clusters Score -9330935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 76364 members 
Entering Unmasked Estep 
Score: -9330932.000000 Penalty: 3655.195801
	Iteration 22Q: 3 clusters Score -9330932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 76360 members 
Entering Unmasked Estep 
Score: -9330937.000000 Penalty: 3655.195801
	Iteration 23Q: 3 clusters Score -9330937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 76355 members 
Entering Unmasked Estep 
Score: -9330946.000000 Penalty: 3655.195801
	Iteration 24Q: 3 clusters Score -9330946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 76351 members 
Entering Unmasked Estep 
Score: -9330952.000000 Penalty: 3655.195801
	Iteration 25Q: 3 clusters Score -9330952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 76349 members 
Entering Unmasked Estep 
Score: -9330949.000000 Penalty: 3655.195801
	Iteration 26Q: 3 clusters Score -9330949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 76353 members 
Entering Unmasked Estep 
Score: -9330968.000000 Penalty: 3655.195801
	Iteration 27Q: 3 clusters Score -9330968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 76353 members 
Entering Unmasked Estep 
Score: -9330995.000000 Penalty: 3655.195801
	Iteration 28Q: 3 clusters Score -9330995 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 76344 members 
Entering Unmasked Estep 
Score: -9331009.000000 Penalty: 3655.195801
	Iteration 29Q: 3 clusters Score -9331009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 76342 members 
Entering Unmasked Estep 
Score: -9331028.000000 Penalty: 3655.195801
	Iteration 30Q: 3 clusters Score -9331028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 76344 members 
Entering Unmasked Estep 
Score: -9331047.000000 Penalty: 3655.195801
	Iteration 31Q: 3 clusters Score -9331047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 76350 members 
Entering Unmasked Estep 
Score: -9331061.000000 Penalty: 3655.195801
	Iteration 32Q: 3 clusters Score -9331061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 76345 members 
Entering Unmasked Estep 
Score: -9331071.000000 Penalty: 3655.195801
	Iteration 33Q: 3 clusters Score -9331071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 76343 members 
Entering Unmasked Estep 
Score: -9331089.000000 Penalty: 3655.195801
	Iteration 34Q: 3 clusters Score -9331089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 76339 members 
Entering Unmasked Estep 
Score: -9331100.000000 Penalty: 3655.195801
	Iteration 35Q: 3 clusters Score -9331100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 76340 members 
Entering Unmasked Estep 
Score: -9331107.000000 Penalty: 3655.195801
	Iteration 36Q: 3 clusters Score -9331107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 76340 members 
Entering Unmasked Estep 
Score: -9331109.000000 Penalty: 3655.195801
	Iteration 37Q: 3 clusters Score -9331109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 76340 members 
Entering Unmasked Estep 
Score: -9331112.000000 Penalty: 3655.195801
	Iteration 38Q: 3 clusters Score -9331112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 76339 members 
Entering Unmasked Estep 
Score: -9331121.000000 Penalty: 3655.195801
	Iteration 39Q: 3 clusters Score -9331121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 76341 members 
Entering Unmasked Estep 
Score: -9331117.000000 Penalty: 3655.195801
	Iteration 40F: 3 clusters Score -9331117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 76340 members 
Entering Unmasked Estep 
Score: -9331115.000000 Penalty: 3655.195801
	Iteration 41Q: 3 clusters Score -9331115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 76340 members 
Entering Unmasked Estep 
Score: -9331112.000000 Penalty: 3655.195801
	Iteration 42Q: 3 clusters Score -9331112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 76339 members 
Entering Unmasked Estep 
Score: -9331124.000000 Penalty: 3655.195801
	Iteration 43Q: 3 clusters Score -9331124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 76337 members 
Entering Unmasked Estep 
Score: -9331121.000000 Penalty: 3655.195801
	Iteration 44Q: 3 clusters Score -9331121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 76337 members 
Entering Unmasked Estep 
Score: -9331132.000000 Penalty: 3655.195801
	Iteration 45Q: 3 clusters Score -9331132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 76339 members 
Entering Unmasked Estep 
Score: -9331140.000000 Penalty: 3655.195801
	Iteration 46Q: 3 clusters Score -9331140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 76337 members 
Entering Unmasked Estep 
Score: -9331145.000000 Penalty: 3655.195801
	Iteration 47Q: 3 clusters Score -9331145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 76336 members 
Entering Unmasked Estep 
Score: -9331137.000000 Penalty: 3655.195801
	Iteration 48Q: 3 clusters Score -9331137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 76336 members 
Entering Unmasked Estep 
Score: -9331137.000000 Penalty: 3655.195801
	Iteration 49F: 3 clusters Score -9331137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (92597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92597 members 
Entering Unmasked Estep 
Score: -11695432.000000 Penalty: 1858.352051
	Iteration 0F: 2 clusters Score -1.169543e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 46264 members 
Entering Unmasked Estep 
Score: -11634732.000000 Penalty: 3716.704102
	Iteration 0F: 3 clusters Score -1.163473e+07 nChanged 44213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48182 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -11660348.000000 Penalty: 3716.704102
	Iteration 1F: 3 clusters Score -1.166035e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -11661148.000000 Penalty: 3716.704102
	Iteration 2Q: 3 clusters Score -1.166115e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -11662014.000000 Penalty: 3716.704102
	Iteration 3Q: 3 clusters Score -1.166201e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53269 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -11663214.000000 Penalty: 3716.704102
	Iteration 4Q: 3 clusters Score -1.166321e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56598 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -11664836.000000 Penalty: 3716.704102
	Iteration 5Q: 3 clusters Score -1.166484e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60910 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -11667317.000000 Penalty: 3716.704102
	Iteration 6F: 3 clusters Score -1.166732e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66504 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -11671139.000000 Penalty: 3716.704102
	Iteration 7F: 3 clusters Score -1.167114e+07 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73109 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -11676305.000000 Penalty: 3716.704102
	Iteration 8F: 3 clusters Score -1.16763e+07 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79815 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -11682215.000000 Penalty: 3716.704102
	Iteration 9F: 3 clusters Score -1.168222e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85426 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -11687644.000000 Penalty: 3716.704102
	Iteration 10F: 3 clusters Score -1.168764e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89110 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -11691211.000000 Penalty: 3716.704102
	Iteration 11Q: 3 clusters Score -1.169121e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90977 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -11692809.000000 Penalty: 3716.704102
	Iteration 12Q: 3 clusters Score -1.169281e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91722 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -11693359.000000 Penalty: 3716.704102
	Iteration 13Q: 3 clusters Score -1.169336e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92030 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -11693555.000000 Penalty: 3716.704102
	Iteration 14Q: 3 clusters Score -1.169356e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92149 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -11693664.000000 Penalty: 3716.704102
	Iteration 15Q: 3 clusters Score -1.169366e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92212 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -11693723.000000 Penalty: 3716.704102
	Iteration 16Q: 3 clusters Score -1.169372e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92246 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -11693765.000000 Penalty: 3716.704102
	Iteration 17Q: 3 clusters Score -1.169376e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92268 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -11693800.000000 Penalty: 3716.704102
	Iteration 18Q: 3 clusters Score -1.16938e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92285 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -11693807.000000 Penalty: 3716.704102
	Iteration 19Q: 3 clusters Score -1.169381e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92291 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -11693810.000000 Penalty: 3716.704102
	Iteration 20F: 3 clusters Score -1.169381e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92294 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -11693828.000000 Penalty: 3716.704102
	Iteration 21Q: 3 clusters Score -1.169383e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92305 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -11693843.000000 Penalty: 3716.704102
	Iteration 22Q: 3 clusters Score -1.169384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92310 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -11693834.000000 Penalty: 3716.704102
	Iteration 23Q: 3 clusters Score -1.169383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92313 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -11693840.000000 Penalty: 3716.704102
	Iteration 24Q: 3 clusters Score -1.169384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92316 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -11693835.000000 Penalty: 3716.704102
	Iteration 25Q: 3 clusters Score -1.169384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92316 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -11693835.000000 Penalty: 3716.704102
	Iteration 26F: 3 clusters Score -1.169384e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Entering Unmasked Estep 
Score: -395580.500000 Penalty: 1309.478271
	Iteration 0F: 2 clusters Score -395580.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -392745.250000 Penalty: 2618.956543
	Iteration 0F: 3 clusters Score -392745.2 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -393510.843750 Penalty: 2618.956543
	Iteration 1F: 3 clusters Score -393510.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -393666.687500 Penalty: 2618.956543
	Iteration 2F: 3 clusters Score -393666.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -393767.093750 Penalty: 2618.956543
	Iteration 3F: 3 clusters Score -393767.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -393853.093750 Penalty: 2618.956543
	Iteration 4Q: 3 clusters Score -393853.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -393921.437500 Penalty: 2618.956543
	Iteration 5Q: 3 clusters Score -393921.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -393998.843750 Penalty: 2618.956543
	Iteration 6Q: 3 clusters Score -393998.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -394075.437500 Penalty: 2618.956543
	Iteration 7Q: 3 clusters Score -394075.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -394131.531250 Penalty: 2618.956543
	Iteration 8Q: 3 clusters Score -394131.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -394175.437500 Penalty: 2618.956543
	Iteration 9Q: 3 clusters Score -394175.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -394201.843750 Penalty: 2618.956543
	Iteration 10Q: 3 clusters Score -394201.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -394229.562500 Penalty: 2618.956543
	Iteration 11Q: 3 clusters Score -394229.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -394253.593750 Penalty: 2618.956543
	Iteration 12Q: 3 clusters Score -394253.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -394277.281250 Penalty: 2618.956543
	Iteration 13Q: 3 clusters Score -394277.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -394298.125000 Penalty: 2618.956543
	Iteration 14Q: 3 clusters Score -394298.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -394317.000000 Penalty: 2618.956543
	Iteration 15Q: 3 clusters Score -394317 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -394334.031250 Penalty: 2618.956543
	Iteration 16Q: 3 clusters Score -394334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -394350.093750 Penalty: 2618.956543
	Iteration 17Q: 3 clusters Score -394350.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -394362.156250 Penalty: 2618.956543
	Iteration 18Q: 3 clusters Score -394362.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -394375.968750 Penalty: 2618.956543
	Iteration 19Q: 3 clusters Score -394376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -394385.093750 Penalty: 2618.956543
	Iteration 20F: 3 clusters Score -394385.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -394392.875000 Penalty: 2618.956543
	Iteration 21Q: 3 clusters Score -394392.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -394401.875000 Penalty: 2618.956543
	Iteration 22Q: 3 clusters Score -394401.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -394407.593750 Penalty: 2618.956543
	Iteration 23Q: 3 clusters Score -394407.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -394414.875000 Penalty: 2618.956543
	Iteration 24Q: 3 clusters Score -394414.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -394421.375000 Penalty: 2618.956543
	Iteration 25Q: 3 clusters Score -394421.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -394423.906250 Penalty: 2618.956543
	Iteration 26Q: 3 clusters Score -394423.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -394427.000000 Penalty: 2618.956543
	Iteration 27Q: 3 clusters Score -394427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -394430.500000 Penalty: 2618.956543
	Iteration 28Q: 3 clusters Score -394430.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -394435.468750 Penalty: 2618.956543
	Iteration 29Q: 3 clusters Score -394435.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -394440.281250 Penalty: 2618.956543
	Iteration 30Q: 3 clusters Score -394440.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -394446.250000 Penalty: 2618.956543
	Iteration 31Q: 3 clusters Score -394446.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -394452.593750 Penalty: 2618.956543
	Iteration 32Q: 3 clusters Score -394452.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -394457.000000 Penalty: 2618.956543
	Iteration 33Q: 3 clusters Score -394457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -394460.312500 Penalty: 2618.956543
	Iteration 34Q: 3 clusters Score -394460.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -394461.562500 Penalty: 2618.956543
	Iteration 35Q: 3 clusters Score -394461.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -394462.656250 Penalty: 2618.956543
	Iteration 36Q: 3 clusters Score -394462.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -394462.906250 Penalty: 2618.956543
	Iteration 37Q: 3 clusters Score -394462.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -394464.093750 Penalty: 2618.956543
	Iteration 38Q: 3 clusters Score -394464.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -394465.687500 Penalty: 2618.956543
	Iteration 39Q: 3 clusters Score -394465.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -394467.062500 Penalty: 2618.956543
	Iteration 40F: 3 clusters Score -394467.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -394469.093750 Penalty: 2618.956543
	Iteration 41Q: 3 clusters Score -394469.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -394469.531250 Penalty: 2618.956543
	Iteration 42Q: 3 clusters Score -394469.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -394470.250000 Penalty: 2618.956543
	Iteration 43Q: 3 clusters Score -394470.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -394470.187500 Penalty: 2618.956543
	Iteration 44Q: 3 clusters Score -394470.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -394470.218750 Penalty: 2618.956543
	Iteration 45Q: 3 clusters Score -394470.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -394471.312500 Penalty: 2618.956543
	Iteration 46Q: 3 clusters Score -394471.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -394471.875000 Penalty: 2618.956543
	Iteration 47Q: 3 clusters Score -394471.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -394472.343750 Penalty: 2618.956543
	Iteration 48Q: 3 clusters Score -394472.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -394473.000000 Penalty: 2618.956543
	Iteration 49Q: 3 clusters Score -394473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -394474.156250 Penalty: 2618.956543
	Iteration 50Q: 3 clusters Score -394474.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -394476.156250 Penalty: 2618.956543
	Iteration 51Q: 3 clusters Score -394476.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -394478.000000 Penalty: 2618.956543
	Iteration 52Q: 3 clusters Score -394478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -394480.437500 Penalty: 2618.956543
	Iteration 53Q: 3 clusters Score -394480.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -394480.250000 Penalty: 2618.956543
	Iteration 54Q: 3 clusters Score -394480.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -394480.812500 Penalty: 2618.956543
	Iteration 55Q: 3 clusters Score -394480.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -394480.843750 Penalty: 2618.956543
	Iteration 56Q: 3 clusters Score -394480.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -394480.562500 Penalty: 2618.956543
	Iteration 57Q: 3 clusters Score -394480.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -394481.031250 Penalty: 2618.956543
	Iteration 58Q: 3 clusters Score -394481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -394482.375000 Penalty: 2618.956543
	Iteration 59Q: 3 clusters Score -394482.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -394483.000000 Penalty: 2618.956543
	Iteration 60F: 3 clusters Score -394483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -394485.312500 Penalty: 2618.956543
	Iteration 61Q: 3 clusters Score -394485.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -394485.937500 Penalty: 2618.956543
	Iteration 62Q: 3 clusters Score -394485.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -394487.281250 Penalty: 2618.956543
	Iteration 63Q: 3 clusters Score -394487.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -394487.781250 Penalty: 2618.956543
	Iteration 64Q: 3 clusters Score -394487.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -394487.781250 Penalty: 2618.956543
	Iteration 65F: 3 clusters Score -394487.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Entering Unmasked Estep 
Score: -175073.546875 Penalty: 1184.339722
	Iteration 0F: 2 clusters Score -175073.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -173319.171875 Penalty: 2368.679443
	Iteration 0F: 3 clusters Score -173319.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -173726.593750 Penalty: 2368.679443
	Iteration 1F: 3 clusters Score -173726.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -173879.140625 Penalty: 2368.679443
	Iteration 2F: 3 clusters Score -173879.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -174002.828125 Penalty: 2368.679443
	Iteration 3F: 3 clusters Score -174002.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -174103.531250 Penalty: 2368.679443
	Iteration 4Q: 3 clusters Score -174103.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -174226.390625 Penalty: 2368.679443
	Iteration 5F: 3 clusters Score -174226.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -174360.671875 Penalty: 2368.679443
	Iteration 6Q: 3 clusters Score -174360.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -174521.390625 Penalty: 2368.679443
	Iteration 7F: 3 clusters Score -174521.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -174674.218750 Penalty: 2368.679443
	Iteration 8Q: 3 clusters Score -174674.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -174786.218750 Penalty: 2368.679443
	Iteration 9Q: 3 clusters Score -174786.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -174836.375000 Penalty: 2368.679443
	Iteration 10Q: 3 clusters Score -174836.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -174870.796875 Penalty: 2368.679443
	Iteration 11Q: 3 clusters Score -174870.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -174902.109375 Penalty: 2368.679443
	Iteration 12Q: 3 clusters Score -174902.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -174921.781250 Penalty: 2368.679443
	Iteration 13Q: 3 clusters Score -174921.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -174940.281250 Penalty: 2368.679443
	Iteration 14Q: 3 clusters Score -174940.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -174950.859375 Penalty: 2368.679443
	Iteration 15Q: 3 clusters Score -174950.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -174959.468750 Penalty: 2368.679443
	Iteration 16Q: 3 clusters Score -174959.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -174981.078125 Penalty: 2368.679443
	Iteration 17Q: 3 clusters Score -174981.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -175009.812500 Penalty: 2368.679443
	Iteration 18Q: 3 clusters Score -175009.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -175045.078125 Penalty: 2368.679443
	Iteration 19Q: 3 clusters Score -175045.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -175061.281250 Penalty: 2368.679443
	Iteration 20F: 3 clusters Score -175061.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -175065.640625 Penalty: 2368.679443
	Iteration 21Q: 3 clusters Score -175065.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -175066.656250 Penalty: 2368.679443
	Iteration 22Q: 3 clusters Score -175066.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -175066.640625 Penalty: 2368.679443
	Iteration 23Q: 3 clusters Score -175066.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -175066.640625 Penalty: 2368.679443
	Iteration 24F: 3 clusters Score -175066.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Entering Unmasked Estep 
Score: -111624.828125 Penalty: 1135.166870
	Iteration 0F: 2 clusters Score -111624.8 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 537 members 
Entering Unmasked Estep 
Score: -110214.656250 Penalty: 2270.333740
	Iteration 0F: 3 clusters Score -110214.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -110775.265625 Penalty: 2270.333740
	Iteration 1F: 3 clusters Score -110775.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -111063.203125 Penalty: 2270.333740
	Iteration 2F: 3 clusters Score -111063.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -111301.343750 Penalty: 2270.333740
	Iteration 3F: 3 clusters Score -111301.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -111471.625000 Penalty: 2270.333740
	Iteration 4F: 3 clusters Score -111471.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -111577.546875 Penalty: 2270.333740
	Iteration 5Q: 3 clusters Score -111577.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -111644.265625 Penalty: 2270.333740
	Iteration 6Q: 3 clusters Score -111644.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -111696.132812 Penalty: 2270.333740
	Iteration 7Q: 3 clusters Score -111696.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -111729.882812 Penalty: 2270.333740
	Iteration 8Q: 3 clusters Score -111729.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -111755.828125 Penalty: 2270.333740
	Iteration 9Q: 3 clusters Score -111755.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -111770.117188 Penalty: 2270.333740
	Iteration 10Q: 3 clusters Score -111770.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -111786.351562 Penalty: 2270.333740
	Iteration 11Q: 3 clusters Score -111786.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -111803.085938 Penalty: 2270.333740
	Iteration 12Q: 3 clusters Score -111803.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -111812.031250 Penalty: 2270.333740
	Iteration 13Q: 3 clusters Score -111812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -111813.125000 Penalty: 2270.333740
	Iteration 14Q: 3 clusters Score -111813.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -111813.125000 Penalty: 2270.333740
	Iteration 15F: 3 clusters Score -111813.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22153 members 
Mstep: Class 4 contains 18156 members 
Mstep: Class 5 contains 9981 members 
Mstep: Class 6 contains 6733 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4010 members 
Mstep: Class 9 contains 4585 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13880 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39267 members 
Mstep: Class 14 contains 48911 members 
Mstep: Class 15 contains 9291 members 
Mstep: Class 16 contains 8671 members 
Mstep: Class 17 contains 109028 members 
Mstep: Class 18 contains 3509 members 
Mstep: Class 19 contains 9765 members 
Mstep: Class 20 contains 52637 members 
Mstep: Class 21 contains 6695 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 73980 members 
Mstep: Class 24 contains 97231 members 
Mstep: Class 25 contains 74716 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103769 members 
Mstep: Class 29 contains 4849 members 
Mstep: Class 30 contains 76631 members 
Mstep: Class 31 contains 92597 members 
Mstep: Class 32 contains 3160 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 9524 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2181 members 
Mstep: Class 39 contains 474 members 
Mstep: Class 40 contains 363 members 
Entering Unmasked Estep 
Score: -111769888.000000 Penalty: 89247.812500
Splitting cluster 34 changes total score from -111770520.000000 to -111769888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (9524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Entering Unmasked Estep 
Score: -1180033.875000 Penalty: 1488.755249
	Iteration 0F: 2 clusters Score -1180034 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 4793 members 
Entering Unmasked Estep 
Score: -1173230.250000 Penalty: 2977.510498
	Iteration 0F: 3 clusters Score -1173230 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1175491.750000 Penalty: 2977.510498
	Iteration 1F: 3 clusters Score -1175492 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1175784.625000 Penalty: 2977.510498
	Iteration 2F: 3 clusters Score -1175785 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1176069.875000 Penalty: 2977.510498
	Iteration 3F: 3 clusters Score -1176070 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1176324.750000 Penalty: 2977.510498
	Iteration 4F: 3 clusters Score -1176325 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1176582.875000 Penalty: 2977.510498
	Iteration 5Q: 3 clusters Score -1176583 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1176873.250000 Penalty: 2977.510498
	Iteration 6Q: 3 clusters Score -1176873 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1177187.250000 Penalty: 2977.510498
	Iteration 7Q: 3 clusters Score -1177187 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1177501.750000 Penalty: 2977.510498
	Iteration 8Q: 3 clusters Score -1177502 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1177759.500000 Penalty: 2977.510498
	Iteration 9Q: 3 clusters Score -1177760 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1177966.875000 Penalty: 2977.510498
	Iteration 10Q: 3 clusters Score -1177967 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1178145.625000 Penalty: 2977.510498
	Iteration 11Q: 3 clusters Score -1178146 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1178266.375000 Penalty: 2977.510498
	Iteration 12Q: 3 clusters Score -1178266 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1178351.000000 Penalty: 2977.510498
	Iteration 13Q: 3 clusters Score -1178351 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1178424.500000 Penalty: 2977.510498
	Iteration 14Q: 3 clusters Score -1178424 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1178488.000000 Penalty: 2977.510498
	Iteration 15Q: 3 clusters Score -1178488 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1178545.875000 Penalty: 2977.510498
	Iteration 16Q: 3 clusters Score -1178546 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1178590.250000 Penalty: 2977.510498
	Iteration 17Q: 3 clusters Score -1178590 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1178640.000000 Penalty: 2977.510498
	Iteration 18Q: 3 clusters Score -1178640 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1178675.750000 Penalty: 2977.510498
	Iteration 19Q: 3 clusters Score -1178676 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1178702.375000 Penalty: 2977.510498
	Iteration 20F: 3 clusters Score -1178702 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1178735.750000 Penalty: 2977.510498
	Iteration 21Q: 3 clusters Score -1178736 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1178755.875000 Penalty: 2977.510498
	Iteration 22Q: 3 clusters Score -1178756 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1178770.750000 Penalty: 2977.510498
	Iteration 23Q: 3 clusters Score -1178771 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1178781.500000 Penalty: 2977.510498
	Iteration 24Q: 3 clusters Score -1178782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1178793.000000 Penalty: 2977.510498
	Iteration 25Q: 3 clusters Score -1178793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1178804.250000 Penalty: 2977.510498
	Iteration 26Q: 3 clusters Score -1178804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1178809.500000 Penalty: 2977.510498
	Iteration 27Q: 3 clusters Score -1178810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1178816.375000 Penalty: 2977.510498
	Iteration 28Q: 3 clusters Score -1178816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1178822.125000 Penalty: 2977.510498
	Iteration 29Q: 3 clusters Score -1178822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1178829.750000 Penalty: 2977.510498
	Iteration 30Q: 3 clusters Score -1178830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1178837.500000 Penalty: 2977.510498
	Iteration 31Q: 3 clusters Score -1178838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1178846.375000 Penalty: 2977.510498
	Iteration 32Q: 3 clusters Score -1178846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1178849.375000 Penalty: 2977.510498
	Iteration 33Q: 3 clusters Score -1178849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1178851.125000 Penalty: 2977.510498
	Iteration 34Q: 3 clusters Score -1178851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1178850.750000 Penalty: 2977.510498
	Iteration 35Q: 3 clusters Score -1178851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1178856.500000 Penalty: 2977.510498
	Iteration 36Q: 3 clusters Score -1178856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1178857.250000 Penalty: 2977.510498
	Iteration 37Q: 3 clusters Score -1178857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1178864.000000 Penalty: 2977.510498
	Iteration 38Q: 3 clusters Score -1178864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1178866.000000 Penalty: 2977.510498
	Iteration 39Q: 3 clusters Score -1178866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1178866.375000 Penalty: 2977.510498
	Iteration 40F: 3 clusters Score -1178866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1178866.125000 Penalty: 2977.510498
	Iteration 41Q: 3 clusters Score -1178866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1178866.125000 Penalty: 2977.510498
	Iteration 42F: 3 clusters Score -1178866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -126463.757812 Penalty: 1147.327393
	Iteration 0F: 2 clusters Score -126463.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -124976.648438 Penalty: 2294.654785
	Iteration 0F: 3 clusters Score -124976.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -125315.609375 Penalty: 2294.654785
	Iteration 1F: 3 clusters Score -125315.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -125448.093750 Penalty: 2294.654785
	Iteration 2F: 3 clusters Score -125448.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -125592.804688 Penalty: 2294.654785
	Iteration 3F: 3 clusters Score -125592.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -125701.671875 Penalty: 2294.654785
	Iteration 4F: 3 clusters Score -125701.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -125784.796875 Penalty: 2294.654785
	Iteration 5Q: 3 clusters Score -125784.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -125839.984375 Penalty: 2294.654785
	Iteration 6Q: 3 clusters Score -125840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -125872.593750 Penalty: 2294.654785
	Iteration 7Q: 3 clusters Score -125872.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -125887.710938 Penalty: 2294.654785
	Iteration 8Q: 3 clusters Score -125887.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -125898.414062 Penalty: 2294.654785
	Iteration 9Q: 3 clusters Score -125898.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -125903.843750 Penalty: 2294.654785
	Iteration 10Q: 3 clusters Score -125903.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -125909.070312 Penalty: 2294.654785
	Iteration 11Q: 3 clusters Score -125909.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -125912.242188 Penalty: 2294.654785
	Iteration 12Q: 3 clusters Score -125912.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -125915.023438 Penalty: 2294.654785
	Iteration 13Q: 3 clusters Score -125915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -125916.554688 Penalty: 2294.654785
	Iteration 14Q: 3 clusters Score -125916.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -125921.664062 Penalty: 2294.654785
	Iteration 15Q: 3 clusters Score -125921.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -125929.640625 Penalty: 2294.654785
	Iteration 16Q: 3 clusters Score -125929.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -125934.062500 Penalty: 2294.654785
	Iteration 17Q: 3 clusters Score -125934.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -125936.632812 Penalty: 2294.654785
	Iteration 18Q: 3 clusters Score -125936.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -125937.710938 Penalty: 2294.654785
	Iteration 19Q: 3 clusters Score -125937.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -125937.984375 Penalty: 2294.654785
	Iteration 20F: 3 clusters Score -125938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -11215.750977 Penalty: 957.392151
	Iteration 0F: 2 clusters Score -11215.75 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 170 members 
Entering Unmasked Estep 
Score: -10439.993164 Penalty: 1914.784302
	Iteration 0F: 3 clusters Score -10439.99 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -10991.744141 Penalty: 1914.784302
	Iteration 1F: 3 clusters Score -10991.74 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -11335.758789 Penalty: 1914.784302
	Iteration 2F: 3 clusters Score -11335.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -11623.943359 Penalty: 1914.784302
	Iteration 3F: 3 clusters Score -11623.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -11726.618164 Penalty: 1914.784302
	Iteration 4Q: 3 clusters Score -11726.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -11786.166992 Penalty: 1914.784302
	Iteration 5Q: 3 clusters Score -11786.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -11818.396484 Penalty: 1914.784302
	Iteration 6Q: 3 clusters Score -11818.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -11847.323242 Penalty: 1914.784302
	Iteration 7Q: 3 clusters Score -11847.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -11858.191406 Penalty: 1914.784302
	Iteration 8Q: 3 clusters Score -11858.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -11858.191406 Penalty: 1914.784302
	Iteration 9F: 3 clusters Score -11858.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22153 members 
Mstep: Class 4 contains 18156 members 
Mstep: Class 5 contains 9981 members 
Mstep: Class 6 contains 6733 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4010 members 
Mstep: Class 9 contains 4585 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13880 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39267 members 
Mstep: Class 14 contains 48911 members 
Mstep: Class 15 contains 9291 members 
Mstep: Class 16 contains 8671 members 
Mstep: Class 17 contains 109028 members 
Mstep: Class 18 contains 3509 members 
Mstep: Class 19 contains 9765 members 
Mstep: Class 20 contains 52637 members 
Mstep: Class 21 contains 6695 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 73980 members 
Mstep: Class 24 contains 97231 members 
Mstep: Class 25 contains 74716 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103769 members 
Mstep: Class 29 contains 4849 members 
Mstep: Class 30 contains 76631 members 
Mstep: Class 31 contains 92597 members 
Mstep: Class 32 contains 3160 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9524 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 162 members 
Mstep: Class 38 contains 2181 members 
Mstep: Class 39 contains 474 members 
Mstep: Class 40 contains 200 members 
Entering Unmasked Estep 
Score: -111770256.000000 Penalty: 89247.812500
Splitting cluster 37 changes total score from -111770520.000000 to -111770256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (2181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Entering Unmasked Estep 
Score: -267855.937500 Penalty: 1249.224976
	Iteration 0F: 2 clusters Score -267855.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -265658.062500 Penalty: 2498.449951
	Iteration 0F: 3 clusters Score -265658.1 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -266211.000000 Penalty: 2498.449951
	Iteration 1F: 3 clusters Score -266211 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -266348.468750 Penalty: 2498.449951
	Iteration 2F: 3 clusters Score -266348.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -266465.093750 Penalty: 2498.449951
	Iteration 3Q: 3 clusters Score -266465.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -266547.968750 Penalty: 2498.449951
	Iteration 4Q: 3 clusters Score -266548 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -266589.906250 Penalty: 2498.449951
	Iteration 5Q: 3 clusters Score -266589.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -266635.781250 Penalty: 2498.449951
	Iteration 6Q: 3 clusters Score -266635.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -266670.750000 Penalty: 2498.449951
	Iteration 7Q: 3 clusters Score -266670.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -266702.750000 Penalty: 2498.449951
	Iteration 8Q: 3 clusters Score -266702.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -266728.468750 Penalty: 2498.449951
	Iteration 9Q: 3 clusters Score -266728.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -266750.125000 Penalty: 2498.449951
	Iteration 10Q: 3 clusters Score -266750.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -266763.531250 Penalty: 2498.449951
	Iteration 11Q: 3 clusters Score -266763.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -266773.625000 Penalty: 2498.449951
	Iteration 12Q: 3 clusters Score -266773.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -266781.718750 Penalty: 2498.449951
	Iteration 13Q: 3 clusters Score -266781.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -266787.500000 Penalty: 2498.449951
	Iteration 14Q: 3 clusters Score -266787.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -266794.562500 Penalty: 2498.449951
	Iteration 15Q: 3 clusters Score -266794.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -266802.593750 Penalty: 2498.449951
	Iteration 16Q: 3 clusters Score -266802.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -266807.187500 Penalty: 2498.449951
	Iteration 17Q: 3 clusters Score -266807.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -266809.531250 Penalty: 2498.449951
	Iteration 18Q: 3 clusters Score -266809.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -266811.968750 Penalty: 2498.449951
	Iteration 19Q: 3 clusters Score -266812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -266813.187500 Penalty: 2498.449951
	Iteration 20F: 3 clusters Score -266813.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -266813.625000 Penalty: 2498.449951
	Iteration 21Q: 3 clusters Score -266813.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -266813.625000 Penalty: 2498.449951
	Iteration 22F: 3 clusters Score -266813.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -54441.808594 Penalty: 1001.196167
	Iteration 0F: 2 clusters Score -54441.81 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 231 members 
Entering Unmasked Estep 
Score: -53445.867188 Penalty: 2002.392334
	Iteration 0F: 3 clusters Score -53445.87 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -53660.085938 Penalty: 2002.392334
	Iteration 1F: 3 clusters Score -53660.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -53728.347656 Penalty: 2002.392334
	Iteration 2F: 3 clusters Score -53728.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -53797.179688 Penalty: 2002.392334
	Iteration 3Q: 3 clusters Score -53797.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -53851.195312 Penalty: 2002.392334
	Iteration 4Q: 3 clusters Score -53851.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -53870.902344 Penalty: 2002.392334
	Iteration 5Q: 3 clusters Score -53870.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -53877.414062 Penalty: 2002.392334
	Iteration 6Q: 3 clusters Score -53877.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -53878.761719 Penalty: 2002.392334
	Iteration 7Q: 3 clusters Score -53878.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -53879.777344 Penalty: 2002.392334
	Iteration 8Q: 3 clusters Score -53879.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -53879.777344 Penalty: 2002.392334
	Iteration 9F: 3 clusters Score -53879.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22153 members 
Mstep: Class 4 contains 18156 members 
Mstep: Class 5 contains 9981 members 
Mstep: Class 6 contains 6733 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4010 members 
Mstep: Class 9 contains 4585 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13880 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39267 members 
Mstep: Class 14 contains 48911 members 
Mstep: Class 15 contains 9291 members 
Mstep: Class 16 contains 8671 members 
Mstep: Class 17 contains 109028 members 
Mstep: Class 18 contains 3509 members 
Mstep: Class 19 contains 9765 members 
Mstep: Class 20 contains 52637 members 
Mstep: Class 21 contains 6695 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 73980 members 
Mstep: Class 24 contains 97231 members 
Mstep: Class 25 contains 74716 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103769 members 
Mstep: Class 29 contains 4849 members 
Mstep: Class 30 contains 76631 members 
Mstep: Class 31 contains 92597 members 
Mstep: Class 32 contains 3160 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9524 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2181 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111770848.000000 Penalty: 87016.617188
Iteration 239Q: 40 clusters Score -1.117708e+08 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22155 members 
Mstep: Class 4 contains 18215 members 
Mstep: Class 5 contains 9982 members 
Mstep: Class 6 contains 6734 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4014 members 
Mstep: Class 9 contains 4587 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 11 contains 13880 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39244 members 
Mstep: Class 14 contains 49034 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 8671 members 
Mstep: Class 17 contains 109013 members 
Mstep: Class 18 contains 3506 members 
Mstep: Class 19 contains 9765 members 
Mstep: Class 20 contains 52680 members 
Mstep: Class 21 contains 6694 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 73916 members 
Mstep: Class 24 contains 97159 members 
Mstep: Class 25 contains 74686 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103772 members 
Mstep: Class 29 contains 4850 members 
Mstep: Class 30 contains 76618 members 
Mstep: Class 31 contains 92580 members 
Mstep: Class 32 contains 3160 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9522 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2181 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111771128.000000 Penalty: 87016.617188
Iteration 240F: 40 clusters Score -1.117711e+08 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22149 members 
Mstep: Class 4 contains 18281 members 
Mstep: Class 5 contains 9984 members 
Mstep: Class 6 contains 6737 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4019 members 
Mstep: Class 9 contains 4589 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 11 contains 13877 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39214 members 
Mstep: Class 14 contains 49155 members 
Mstep: Class 15 contains 9295 members 
Mstep: Class 16 contains 8669 members 
Mstep: Class 17 contains 108992 members 
Mstep: Class 18 contains 3505 members 
Mstep: Class 19 contains 9764 members 
Mstep: Class 20 contains 52716 members 
Mstep: Class 21 contains 6692 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 73841 members 
Mstep: Class 24 contains 97114 members 
Mstep: Class 25 contains 74663 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103753 members 
Mstep: Class 29 contains 4853 members 
Mstep: Class 30 contains 76603 members 
Mstep: Class 31 contains 92584 members 
Mstep: Class 32 contains 3160 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9521 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2183 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111771264.000000 Penalty: 87016.617188
Iteration 241Q: 40 clusters Score -1.117713e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22133 members 
Mstep: Class 4 contains 18386 members 
Mstep: Class 5 contains 9981 members 
Mstep: Class 6 contains 6740 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4027 members 
Mstep: Class 9 contains 4588 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 11 contains 13876 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39182 members 
Mstep: Class 14 contains 49255 members 
Mstep: Class 15 contains 9296 members 
Mstep: Class 16 contains 8668 members 
Mstep: Class 17 contains 108940 members 
Mstep: Class 18 contains 3507 members 
Mstep: Class 19 contains 9763 members 
Mstep: Class 20 contains 52740 members 
Mstep: Class 21 contains 6692 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 73722 members 
Mstep: Class 24 contains 97110 members 
Mstep: Class 25 contains 74635 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103760 members 
Mstep: Class 29 contains 4853 members 
Mstep: Class 30 contains 76598 members 
Mstep: Class 31 contains 92597 members 
Mstep: Class 32 contains 3161 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9521 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2184 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111771168.000000 Penalty: 87016.617188
Iteration 242Q: 40 clusters Score -1.117712e+08 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22130 members 
Mstep: Class 4 contains 18476 members 
Mstep: Class 5 contains 9977 members 
Mstep: Class 6 contains 6742 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4029 members 
Mstep: Class 9 contains 4588 members 
Mstep: Class 10 contains 1413 members 
Mstep: Class 11 contains 13877 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39145 members 
Mstep: Class 14 contains 49358 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 8668 members 
Mstep: Class 17 contains 108961 members 
Mstep: Class 18 contains 3509 members 
Mstep: Class 19 contains 9762 members 
Mstep: Class 20 contains 52749 members 
Mstep: Class 21 contains 6690 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 73620 members 
Mstep: Class 24 contains 97098 members 
Mstep: Class 25 contains 74596 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103708 members 
Mstep: Class 29 contains 4852 members 
Mstep: Class 30 contains 76597 members 
Mstep: Class 31 contains 92621 members 
Mstep: Class 32 contains 3159 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9522 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2184 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111771264.000000 Penalty: 87016.617188
Iteration 243Q: 40 clusters Score -1.117713e+08 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22127 members 
Mstep: Class 4 contains 18562 members 
Mstep: Class 5 contains 9979 members 
Mstep: Class 6 contains 6734 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4031 members 
Mstep: Class 9 contains 4588 members 
Mstep: Class 10 contains 1413 members 
Mstep: Class 11 contains 13881 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39100 members 
Mstep: Class 14 contains 49463 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 8667 members 
Mstep: Class 17 contains 108935 members 
Mstep: Class 18 contains 3507 members 
Mstep: Class 19 contains 9761 members 
Mstep: Class 20 contains 52768 members 
Mstep: Class 21 contains 6688 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 73532 members 
Mstep: Class 24 contains 97107 members 
Mstep: Class 25 contains 74549 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103683 members 
Mstep: Class 29 contains 4852 members 
Mstep: Class 30 contains 76602 members 
Mstep: Class 31 contains 92631 members 
Mstep: Class 32 contains 3158 members 
Mstep: Class 33 contains 1464 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9525 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2186 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111771216.000000 Penalty: 87016.617188
Iteration 244Q: 40 clusters Score -1.117712e+08 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22124 members 
Mstep: Class 4 contains 18633 members 
Mstep: Class 5 contains 9981 members 
Mstep: Class 6 contains 6736 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4038 members 
Mstep: Class 9 contains 4591 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 11 contains 13880 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39060 members 
Mstep: Class 14 contains 49561 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 8667 members 
Mstep: Class 17 contains 108930 members 
Mstep: Class 18 contains 3506 members 
Mstep: Class 19 contains 9761 members 
Mstep: Class 20 contains 52772 members 
Mstep: Class 21 contains 6686 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 73445 members 
Mstep: Class 24 contains 97120 members 
Mstep: Class 25 contains 74505 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103656 members 
Mstep: Class 29 contains 4852 members 
Mstep: Class 30 contains 76601 members 
Mstep: Class 31 contains 92635 members 
Mstep: Class 32 contains 3158 members 
Mstep: Class 33 contains 1464 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9529 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2188 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111771608.000000 Penalty: 87016.617188
Iteration 245Q: 40 clusters Score -1.117716e+08 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22127 members 
Mstep: Class 4 contains 18714 members 
Mstep: Class 5 contains 9993 members 
Mstep: Class 6 contains 6744 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4044 members 
Mstep: Class 9 contains 4593 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 11 contains 13875 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 39019 members 
Mstep: Class 14 contains 49642 members 
Mstep: Class 15 contains 9296 members 
Mstep: Class 16 contains 8667 members 
Mstep: Class 17 contains 108948 members 
Mstep: Class 18 contains 3504 members 
Mstep: Class 19 contains 9761 members 
Mstep: Class 20 contains 52764 members 
Mstep: Class 21 contains 6684 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 73366 members 
Mstep: Class 24 contains 97133 members 
Mstep: Class 25 contains 74474 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103623 members 
Mstep: Class 29 contains 4850 members 
Mstep: Class 30 contains 76590 members 
Mstep: Class 31 contains 92626 members 
Mstep: Class 32 contains 3158 members 
Mstep: Class 33 contains 1464 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9530 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2189 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111771480.000000 Penalty: 87016.617188
Iteration 246Q: 40 clusters Score -1.117715e+08 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 22137 members 
Mstep: Class 4 contains 18782 members 
Mstep: Class 5 contains 9990 members 
Mstep: Class 6 contains 6752 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4056 members 
Mstep: Class 9 contains 4596 members 
Mstep: Class 10 contains 1413 members 
Mstep: Class 11 contains 13868 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38956 members 
Mstep: Class 14 contains 49715 members 
Mstep: Class 15 contains 9296 members 
Mstep: Class 16 contains 8662 members 
Mstep: Class 17 contains 108968 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 9761 members 
Mstep: Class 20 contains 52757 members 
Mstep: Class 21 contains 6682 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 73294 members 
Mstep: Class 24 contains 97124 members 
Mstep: Class 25 contains 74431 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103623 members 
Mstep: Class 29 contains 4851 members 
Mstep: Class 30 contains 76581 members 
Mstep: Class 31 contains 92651 members 
Mstep: Class 32 contains 3157 members 
Mstep: Class 33 contains 1466 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9534 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2189 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111771344.000000 Penalty: 87016.617188
Iteration 247Q: 40 clusters Score -1.117713e+08 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 22142 members 
Mstep: Class 4 contains 18840 members 
Mstep: Class 5 contains 9997 members 
Mstep: Class 6 contains 6755 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4064 members 
Mstep: Class 9 contains 4598 members 
Mstep: Class 10 contains 1413 members 
Mstep: Class 11 contains 13866 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38901 members 
Mstep: Class 14 contains 49806 members 
Mstep: Class 15 contains 9295 members 
Mstep: Class 16 contains 8661 members 
Mstep: Class 17 contains 109000 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 9761 members 
Mstep: Class 20 contains 52751 members 
Mstep: Class 21 contains 6682 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 73229 members 
Mstep: Class 24 contains 97092 members 
Mstep: Class 25 contains 74391 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103595 members 
Mstep: Class 29 contains 4851 members 
Mstep: Class 30 contains 76585 members 
Mstep: Class 31 contains 92667 members 
Mstep: Class 32 contains 3157 members 
Mstep: Class 33 contains 1469 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9535 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2190 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111771120.000000 Penalty: 87016.617188
Iteration 248Q: 40 clusters Score -1.117711e+08 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 22138 members 
Mstep: Class 4 contains 18903 members 
Mstep: Class 5 contains 9998 members 
Mstep: Class 6 contains 6753 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 4596 members 
Mstep: Class 10 contains 1413 members 
Mstep: Class 11 contains 13863 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38856 members 
Mstep: Class 14 contains 49904 members 
Mstep: Class 15 contains 9296 members 
Mstep: Class 16 contains 8657 members 
Mstep: Class 17 contains 109050 members 
Mstep: Class 18 contains 3505 members 
Mstep: Class 19 contains 9761 members 
Mstep: Class 20 contains 52748 members 
Mstep: Class 21 contains 6680 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 73164 members 
Mstep: Class 24 contains 97076 members 
Mstep: Class 25 contains 74347 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103550 members 
Mstep: Class 29 contains 4852 members 
Mstep: Class 30 contains 76573 members 
Mstep: Class 31 contains 92690 members 
Mstep: Class 32 contains 3157 members 
Mstep: Class 33 contains 1470 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9536 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2190 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111771360.000000 Penalty: 87016.617188
Iteration 249Q: 40 clusters Score -1.117714e+08 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 22137 members 
Mstep: Class 4 contains 18966 members 
Mstep: Class 5 contains 9997 members 
Mstep: Class 6 contains 6751 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4080 members 
Mstep: Class 9 contains 4596 members 
Mstep: Class 10 contains 1413 members 
Mstep: Class 11 contains 13858 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38815 members 
Mstep: Class 14 contains 49991 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 8657 members 
Mstep: Class 17 contains 109064 members 
Mstep: Class 18 contains 3510 members 
Mstep: Class 19 contains 9762 members 
Mstep: Class 20 contains 52754 members 
Mstep: Class 21 contains 6678 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 73089 members 
Mstep: Class 24 contains 97084 members 
Mstep: Class 25 contains 74293 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103552 members 
Mstep: Class 29 contains 4852 members 
Mstep: Class 30 contains 76565 members 
Mstep: Class 31 contains 92690 members 
Mstep: Class 32 contains 3152 members 
Mstep: Class 33 contains 1471 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9536 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2190 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111771432.000000 Penalty: 87016.617188
Iteration 250Q: 40 clusters Score -1.117714e+08 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 22133 members 
Mstep: Class 4 contains 19017 members 
Mstep: Class 5 contains 10002 members 
Mstep: Class 6 contains 6749 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4088 members 
Mstep: Class 9 contains 4596 members 
Mstep: Class 10 contains 1413 members 
Mstep: Class 11 contains 13858 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38789 members 
Mstep: Class 14 contains 50080 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 8653 members 
Mstep: Class 17 contains 109039 members 
Mstep: Class 18 contains 3510 members 
Mstep: Class 19 contains 9763 members 
Mstep: Class 20 contains 52753 members 
Mstep: Class 21 contains 6676 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 73024 members 
Mstep: Class 24 contains 97097 members 
Mstep: Class 25 contains 74240 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103576 members 
Mstep: Class 29 contains 4851 members 
Mstep: Class 30 contains 76553 members 
Mstep: Class 31 contains 92703 members 
Mstep: Class 32 contains 3151 members 
Mstep: Class 33 contains 1471 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9530 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2191 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111771512.000000 Penalty: 87016.617188
Iteration 251Q: 40 clusters Score -1.117715e+08 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 22126 members 
Mstep: Class 4 contains 19085 members 
Mstep: Class 5 contains 9994 members 
Mstep: Class 6 contains 6745 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4096 members 
Mstep: Class 9 contains 4596 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 11 contains 13852 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38766 members 
Mstep: Class 14 contains 50192 members 
Mstep: Class 15 contains 9300 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 108985 members 
Mstep: Class 18 contains 3510 members 
Mstep: Class 19 contains 9761 members 
Mstep: Class 20 contains 52745 members 
Mstep: Class 21 contains 6677 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 72964 members 
Mstep: Class 24 contains 97093 members 
Mstep: Class 25 contains 74190 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103586 members 
Mstep: Class 29 contains 4850 members 
Mstep: Class 30 contains 76550 members 
Mstep: Class 31 contains 92733 members 
Mstep: Class 32 contains 3149 members 
Mstep: Class 33 contains 1472 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9530 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2194 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111771624.000000 Penalty: 87016.617188
Iteration 252Q: 40 clusters Score -1.117716e+08 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 22124 members 
Mstep: Class 4 contains 19140 members 
Mstep: Class 5 contains 9997 members 
Mstep: Class 6 contains 6746 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4102 members 
Mstep: Class 9 contains 4594 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13849 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38746 members 
Mstep: Class 14 contains 50293 members 
Mstep: Class 15 contains 9302 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 108975 members 
Mstep: Class 18 contains 3509 members 
Mstep: Class 19 contains 9761 members 
Mstep: Class 20 contains 52731 members 
Mstep: Class 21 contains 6675 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 72881 members 
Mstep: Class 24 contains 97140 members 
Mstep: Class 25 contains 74125 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103580 members 
Mstep: Class 29 contains 4850 members 
Mstep: Class 30 contains 76544 members 
Mstep: Class 31 contains 92732 members 
Mstep: Class 32 contains 3147 members 
Mstep: Class 33 contains 1472 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9531 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2194 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111771600.000000 Penalty: 87016.617188
Iteration 253Q: 40 clusters Score -1.117716e+08 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 22124 members 
Mstep: Class 4 contains 19191 members 
Mstep: Class 5 contains 9996 members 
Mstep: Class 6 contains 6750 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4115 members 
Mstep: Class 9 contains 4596 members 
Mstep: Class 10 contains 1418 members 
Mstep: Class 11 contains 13845 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38716 members 
Mstep: Class 14 contains 50396 members 
Mstep: Class 15 contains 9301 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 108982 members 
Mstep: Class 18 contains 3510 members 
Mstep: Class 19 contains 9760 members 
Mstep: Class 20 contains 52750 members 
Mstep: Class 21 contains 6672 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 72821 members 
Mstep: Class 24 contains 97155 members 
Mstep: Class 25 contains 74065 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103529 members 
Mstep: Class 29 contains 4849 members 
Mstep: Class 30 contains 76547 members 
Mstep: Class 31 contains 92734 members 
Mstep: Class 32 contains 3144 members 
Mstep: Class 33 contains 1472 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9528 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2194 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111771800.000000 Penalty: 87016.617188
Iteration 254Q: 40 clusters Score -1.117718e+08 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 22117 members 
Mstep: Class 4 contains 19259 members 
Mstep: Class 5 contains 9986 members 
Mstep: Class 6 contains 6749 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4121 members 
Mstep: Class 9 contains 4598 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13843 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38684 members 
Mstep: Class 14 contains 50525 members 
Mstep: Class 15 contains 9301 members 
Mstep: Class 16 contains 8644 members 
Mstep: Class 17 contains 108966 members 
Mstep: Class 18 contains 3507 members 
Mstep: Class 19 contains 9761 members 
Mstep: Class 20 contains 52757 members 
Mstep: Class 21 contains 6674 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 72760 members 
Mstep: Class 24 contains 97165 members 
Mstep: Class 25 contains 74009 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103511 members 
Mstep: Class 29 contains 4848 members 
Mstep: Class 30 contains 76529 members 
Mstep: Class 31 contains 92749 members 
Mstep: Class 32 contains 3140 members 
Mstep: Class 33 contains 1472 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9526 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2193 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111771680.000000 Penalty: 87016.617188
Iteration 255Q: 40 clusters Score -1.117717e+08 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 22111 members 
Mstep: Class 4 contains 19321 members 
Mstep: Class 5 contains 9978 members 
Mstep: Class 6 contains 6746 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 4600 members 
Mstep: Class 10 contains 1416 members 
Mstep: Class 11 contains 13839 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38656 members 
Mstep: Class 14 contains 50632 members 
Mstep: Class 15 contains 9303 members 
Mstep: Class 16 contains 8645 members 
Mstep: Class 17 contains 108983 members 
Mstep: Class 18 contains 3509 members 
Mstep: Class 19 contains 9760 members 
Mstep: Class 20 contains 52767 members 
Mstep: Class 21 contains 6676 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 72697 members 
Mstep: Class 24 contains 97189 members 
Mstep: Class 25 contains 73945 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103472 members 
Mstep: Class 29 contains 4848 members 
Mstep: Class 30 contains 76507 members 
Mstep: Class 31 contains 92748 members 
Mstep: Class 32 contains 3140 members 
Mstep: Class 33 contains 1472 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9528 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2190 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111771768.000000 Penalty: 87016.617188
Iteration 256Q: 40 clusters Score -1.117718e+08 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 22103 members 
Mstep: Class 4 contains 19375 members 
Mstep: Class 5 contains 9968 members 
Mstep: Class 6 contains 6750 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4147 members 
Mstep: Class 9 contains 4602 members 
Mstep: Class 10 contains 1416 members 
Mstep: Class 11 contains 13834 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38646 members 
Mstep: Class 14 contains 50765 members 
Mstep: Class 15 contains 9304 members 
Mstep: Class 16 contains 8646 members 
Mstep: Class 17 contains 108950 members 
Mstep: Class 18 contains 3510 members 
Mstep: Class 19 contains 9759 members 
Mstep: Class 20 contains 52771 members 
Mstep: Class 21 contains 6680 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 72673 members 
Mstep: Class 24 contains 97211 members 
Mstep: Class 25 contains 73889 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103409 members 
Mstep: Class 29 contains 4845 members 
Mstep: Class 30 contains 76484 members 
Mstep: Class 31 contains 92741 members 
Mstep: Class 32 contains 3140 members 
Mstep: Class 33 contains 1472 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9532 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2189 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111771888.000000 Penalty: 87016.617188
Iteration 257Q: 40 clusters Score -1.117719e+08 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 22096 members 
Mstep: Class 4 contains 19426 members 
Mstep: Class 5 contains 9970 members 
Mstep: Class 6 contains 6746 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4171 members 
Mstep: Class 9 contains 4602 members 
Mstep: Class 10 contains 1416 members 
Mstep: Class 11 contains 13833 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38635 members 
Mstep: Class 14 contains 50893 members 
Mstep: Class 15 contains 9305 members 
Mstep: Class 16 contains 8644 members 
Mstep: Class 17 contains 108926 members 
Mstep: Class 18 contains 3512 members 
Mstep: Class 19 contains 9759 members 
Mstep: Class 20 contains 52766 members 
Mstep: Class 21 contains 6683 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 72651 members 
Mstep: Class 24 contains 97210 members 
Mstep: Class 25 contains 73830 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103374 members 
Mstep: Class 29 contains 4839 members 
Mstep: Class 30 contains 76455 members 
Mstep: Class 31 contains 92735 members 
Mstep: Class 32 contains 3140 members 
Mstep: Class 33 contains 1472 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9532 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2190 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111771960.000000 Penalty: 87016.617188
Iteration 258Q: 40 clusters Score -1.11772e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 22088 members 
Mstep: Class 4 contains 19501 members 
Mstep: Class 5 contains 9972 members 
Mstep: Class 6 contains 6738 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4186 members 
Mstep: Class 9 contains 4600 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 11 contains 13836 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38617 members 
Mstep: Class 14 contains 51011 members 
Mstep: Class 15 contains 9305 members 
Mstep: Class 16 contains 8646 members 
Mstep: Class 17 contains 108895 members 
Mstep: Class 18 contains 3515 members 
Mstep: Class 19 contains 9755 members 
Mstep: Class 20 contains 52760 members 
Mstep: Class 21 contains 6682 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 72620 members 
Mstep: Class 24 contains 97209 members 
Mstep: Class 25 contains 73767 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103335 members 
Mstep: Class 29 contains 4834 members 
Mstep: Class 30 contains 76452 members 
Mstep: Class 31 contains 92735 members 
Mstep: Class 32 contains 3141 members 
Mstep: Class 33 contains 1472 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9532 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2192 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111772288.000000 Penalty: 87016.617188
Iteration 259Q: 40 clusters Score -1.117723e+08 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 22085 members 
Mstep: Class 4 contains 19566 members 
Mstep: Class 5 contains 9973 members 
Mstep: Class 6 contains 6738 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4198 members 
Mstep: Class 9 contains 4600 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 11 contains 13832 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38602 members 
Mstep: Class 14 contains 51135 members 
Mstep: Class 15 contains 9305 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 108890 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 9754 members 
Mstep: Class 20 contains 52735 members 
Mstep: Class 21 contains 6682 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 72570 members 
Mstep: Class 24 contains 97184 members 
Mstep: Class 25 contains 73709 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103301 members 
Mstep: Class 29 contains 4830 members 
Mstep: Class 30 contains 76463 members 
Mstep: Class 31 contains 92744 members 
Mstep: Class 32 contains 3141 members 
Mstep: Class 33 contains 1472 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9530 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2197 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111772472.000000 Penalty: 87016.617188
Iteration 260F: 40 clusters Score -1.117725e+08 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 22087 members 
Mstep: Class 4 contains 19627 members 
Mstep: Class 5 contains 9977 members 
Mstep: Class 6 contains 6738 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4208 members 
Mstep: Class 9 contains 4600 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 11 contains 13824 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38580 members 
Mstep: Class 14 contains 51256 members 
Mstep: Class 15 contains 9306 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 108915 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 9752 members 
Mstep: Class 20 contains 52716 members 
Mstep: Class 21 contains 6682 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 72513 members 
Mstep: Class 24 contains 97165 members 
Mstep: Class 25 contains 73671 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103233 members 
Mstep: Class 29 contains 4828 members 
Mstep: Class 30 contains 76460 members 
Mstep: Class 31 contains 92753 members 
Mstep: Class 32 contains 3142 members 
Mstep: Class 33 contains 1472 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9528 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2200 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111772384.000000 Penalty: 87016.617188
Iteration 261Q: 40 clusters Score -1.117724e+08 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 22085 members 
Mstep: Class 4 contains 19697 members 
Mstep: Class 5 contains 9974 members 
Mstep: Class 6 contains 6740 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4222 members 
Mstep: Class 9 contains 4602 members 
Mstep: Class 10 contains 1413 members 
Mstep: Class 11 contains 13820 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38570 members 
Mstep: Class 14 contains 51382 members 
Mstep: Class 15 contains 9306 members 
Mstep: Class 16 contains 8653 members 
Mstep: Class 17 contains 108951 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 9753 members 
Mstep: Class 20 contains 52684 members 
Mstep: Class 21 contains 6681 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 72489 members 
Mstep: Class 24 contains 97115 members 
Mstep: Class 25 contains 73616 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103158 members 
Mstep: Class 29 contains 4827 members 
Mstep: Class 30 contains 76444 members 
Mstep: Class 31 contains 92770 members 
Mstep: Class 32 contains 3141 members 
Mstep: Class 33 contains 1472 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9529 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2204 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111772648.000000 Penalty: 87016.617188
Iteration 262Q: 40 clusters Score -1.117726e+08 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 22079 members 
Mstep: Class 4 contains 19755 members 
Mstep: Class 5 contains 9971 members 
Mstep: Class 6 contains 6738 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4234 members 
Mstep: Class 9 contains 4600 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 11 contains 13816 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38559 members 
Mstep: Class 14 contains 51520 members 
Mstep: Class 15 contains 9307 members 
Mstep: Class 16 contains 8653 members 
Mstep: Class 17 contains 108923 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 9755 members 
Mstep: Class 20 contains 52663 members 
Mstep: Class 21 contains 6682 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 72445 members 
Mstep: Class 24 contains 97115 members 
Mstep: Class 25 contains 73571 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103140 members 
Mstep: Class 29 contains 4825 members 
Mstep: Class 30 contains 76416 members 
Mstep: Class 31 contains 92770 members 
Mstep: Class 32 contains 3140 members 
Mstep: Class 33 contains 1472 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9530 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2206 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111772880.000000 Penalty: 87016.617188
Iteration 263Q: 40 clusters Score -1.117729e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 22060 members 
Mstep: Class 4 contains 19805 members 
Mstep: Class 5 contains 9966 members 
Mstep: Class 6 contains 6743 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4247 members 
Mstep: Class 9 contains 4600 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 13813 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38539 members 
Mstep: Class 14 contains 51638 members 
Mstep: Class 15 contains 9307 members 
Mstep: Class 16 contains 8653 members 
Mstep: Class 17 contains 108913 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 9754 members 
Mstep: Class 20 contains 52630 members 
Mstep: Class 21 contains 6682 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 72379 members 
Mstep: Class 24 contains 97146 members 
Mstep: Class 25 contains 73513 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103118 members 
Mstep: Class 29 contains 4824 members 
Mstep: Class 30 contains 76411 members 
Mstep: Class 31 contains 92796 members 
Mstep: Class 32 contains 3138 members 
Mstep: Class 33 contains 1472 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9530 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2209 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773096.000000 Penalty: 87016.617188
Iteration 264Q: 40 clusters Score -1.117731e+08 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 22046 members 
Mstep: Class 4 contains 19857 members 
Mstep: Class 5 contains 9971 members 
Mstep: Class 6 contains 6742 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4260 members 
Mstep: Class 9 contains 4600 members 
Mstep: Class 10 contains 1409 members 
Mstep: Class 11 contains 13810 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38513 members 
Mstep: Class 14 contains 51752 members 
Mstep: Class 15 contains 9307 members 
Mstep: Class 16 contains 8653 members 
Mstep: Class 17 contains 108956 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9750 members 
Mstep: Class 20 contains 52628 members 
Mstep: Class 21 contains 6681 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 72326 members 
Mstep: Class 24 contains 97149 members 
Mstep: Class 25 contains 73464 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103064 members 
Mstep: Class 29 contains 4821 members 
Mstep: Class 30 contains 76398 members 
Mstep: Class 31 contains 92786 members 
Mstep: Class 32 contains 3139 members 
Mstep: Class 33 contains 1473 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9528 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2213 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773032.000000 Penalty: 87016.617188
Iteration 265Q: 40 clusters Score -1.11773e+08 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 22027 members 
Mstep: Class 4 contains 19924 members 
Mstep: Class 5 contains 9966 members 
Mstep: Class 6 contains 6742 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4275 members 
Mstep: Class 9 contains 4601 members 
Mstep: Class 10 contains 1408 members 
Mstep: Class 11 contains 13808 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38481 members 
Mstep: Class 14 contains 51869 members 
Mstep: Class 15 contains 9307 members 
Mstep: Class 16 contains 8654 members 
Mstep: Class 17 contains 108973 members 
Mstep: Class 18 contains 3521 members 
Mstep: Class 19 contains 9747 members 
Mstep: Class 20 contains 52625 members 
Mstep: Class 21 contains 6683 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 72260 members 
Mstep: Class 24 contains 97139 members 
Mstep: Class 25 contains 73386 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103060 members 
Mstep: Class 29 contains 4821 members 
Mstep: Class 30 contains 76390 members 
Mstep: Class 31 contains 92787 members 
Mstep: Class 32 contains 3140 members 
Mstep: Class 33 contains 1473 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9530 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2215 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773016.000000 Penalty: 87016.617188
Iteration 266Q: 40 clusters Score -1.11773e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 22005 members 
Mstep: Class 4 contains 19981 members 
Mstep: Class 5 contains 9970 members 
Mstep: Class 6 contains 6744 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4299 members 
Mstep: Class 9 contains 4601 members 
Mstep: Class 10 contains 1408 members 
Mstep: Class 11 contains 13806 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38461 members 
Mstep: Class 14 contains 51976 members 
Mstep: Class 15 contains 9307 members 
Mstep: Class 16 contains 8657 members 
Mstep: Class 17 contains 108980 members 
Mstep: Class 18 contains 3524 members 
Mstep: Class 19 contains 9745 members 
Mstep: Class 20 contains 52615 members 
Mstep: Class 21 contains 6683 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 72177 members 
Mstep: Class 24 contains 97166 members 
Mstep: Class 25 contains 73313 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103068 members 
Mstep: Class 29 contains 4821 members 
Mstep: Class 30 contains 76374 members 
Mstep: Class 31 contains 92778 members 
Mstep: Class 32 contains 3136 members 
Mstep: Class 33 contains 1473 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9530 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2214 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111772912.000000 Penalty: 87016.617188
Iteration 267Q: 40 clusters Score -1.117729e+08 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21998 members 
Mstep: Class 4 contains 20033 members 
Mstep: Class 5 contains 9964 members 
Mstep: Class 6 contains 6742 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 4602 members 
Mstep: Class 10 contains 1408 members 
Mstep: Class 11 contains 13807 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38429 members 
Mstep: Class 14 contains 52067 members 
Mstep: Class 15 contains 9307 members 
Mstep: Class 16 contains 8659 members 
Mstep: Class 17 contains 108963 members 
Mstep: Class 18 contains 3526 members 
Mstep: Class 19 contains 9745 members 
Mstep: Class 20 contains 52624 members 
Mstep: Class 21 contains 6684 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 72122 members 
Mstep: Class 24 contains 97195 members 
Mstep: Class 25 contains 73237 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103069 members 
Mstep: Class 29 contains 4820 members 
Mstep: Class 30 contains 76365 members 
Mstep: Class 31 contains 92777 members 
Mstep: Class 32 contains 3131 members 
Mstep: Class 33 contains 1473 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9530 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2213 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773080.000000 Penalty: 87016.617188
Iteration 268Q: 40 clusters Score -1.117731e+08 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21996 members 
Mstep: Class 4 contains 20089 members 
Mstep: Class 5 contains 9957 members 
Mstep: Class 6 contains 6736 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4354 members 
Mstep: Class 9 contains 4603 members 
Mstep: Class 10 contains 1405 members 
Mstep: Class 11 contains 13801 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38412 members 
Mstep: Class 14 contains 52158 members 
Mstep: Class 15 contains 9307 members 
Mstep: Class 16 contains 8662 members 
Mstep: Class 17 contains 108975 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 9744 members 
Mstep: Class 20 contains 52646 members 
Mstep: Class 21 contains 6687 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 72072 members 
Mstep: Class 24 contains 97214 members 
Mstep: Class 25 contains 73180 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 103045 members 
Mstep: Class 29 contains 4817 members 
Mstep: Class 30 contains 76333 members 
Mstep: Class 31 contains 92749 members 
Mstep: Class 32 contains 3130 members 
Mstep: Class 33 contains 1473 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 9529 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2212 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111772968.000000 Penalty: 87016.617188
Iteration 269Q: 40 clusters Score -1.11773e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21998 members 
Mstep: Class 4 contains 20147 members 
Mstep: Class 5 contains 9953 members 
Mstep: Class 6 contains 6735 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 4602 members 
Mstep: Class 10 contains 1405 members 
Mstep: Class 11 contains 13793 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38396 members 
Mstep: Class 14 contains 52256 members 
Mstep: Class 15 contains 9307 members 
Mstep: Class 16 contains 8662 members 
Mstep: Class 17 contains 108984 members 
Mstep: Class 18 contains 3529 members 
Mstep: Class 19 contains 9744 members 
Mstep: Class 20 contains 52651 members 
Mstep: Class 21 contains 6689 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 72021 members 
Mstep: Class 24 contains 97224 members 
Mstep: Class 25 contains 73132 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102992 members 
Mstep: Class 29 contains 4816 members 
Mstep: Class 30 contains 76309 members 
Mstep: Class 31 contains 92743 members 
Mstep: Class 32 contains 3130 members 
Mstep: Class 33 contains 1473 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9530 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2213 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111772888.000000 Penalty: 87016.617188
Iteration 270Q: 40 clusters Score -1.117729e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21996 members 
Mstep: Class 4 contains 20205 members 
Mstep: Class 5 contains 9952 members 
Mstep: Class 6 contains 6736 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4396 members 
Mstep: Class 9 contains 4602 members 
Mstep: Class 10 contains 1405 members 
Mstep: Class 11 contains 13790 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38371 members 
Mstep: Class 14 contains 52340 members 
Mstep: Class 15 contains 9307 members 
Mstep: Class 16 contains 8661 members 
Mstep: Class 17 contains 108972 members 
Mstep: Class 18 contains 3530 members 
Mstep: Class 19 contains 9744 members 
Mstep: Class 20 contains 52687 members 
Mstep: Class 21 contains 6688 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 71973 members 
Mstep: Class 24 contains 97231 members 
Mstep: Class 25 contains 73074 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102987 members 
Mstep: Class 29 contains 4815 members 
Mstep: Class 30 contains 76278 members 
Mstep: Class 31 contains 92726 members 
Mstep: Class 32 contains 3130 members 
Mstep: Class 33 contains 1473 members 
Mstep: Class 34 contains 1082 members 
Mstep: Class 35 contains 9530 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2213 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773016.000000 Penalty: 87016.617188
Iteration 271Q: 40 clusters Score -1.11773e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21983 members 
Mstep: Class 4 contains 20271 members 
Mstep: Class 5 contains 9957 members 
Mstep: Class 6 contains 6737 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4407 members 
Mstep: Class 9 contains 4602 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 13785 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38346 members 
Mstep: Class 14 contains 52425 members 
Mstep: Class 15 contains 9306 members 
Mstep: Class 16 contains 8665 members 
Mstep: Class 17 contains 108971 members 
Mstep: Class 18 contains 3533 members 
Mstep: Class 19 contains 9745 members 
Mstep: Class 20 contains 52717 members 
Mstep: Class 21 contains 6687 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 71929 members 
Mstep: Class 24 contains 97239 members 
Mstep: Class 25 contains 72999 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102979 members 
Mstep: Class 29 contains 4817 members 
Mstep: Class 30 contains 76246 members 
Mstep: Class 31 contains 92709 members 
Mstep: Class 32 contains 3132 members 
Mstep: Class 33 contains 1473 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9531 members 
Mstep: Class 36 contains 1167 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2213 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773160.000000 Penalty: 87016.617188
Iteration 272Q: 40 clusters Score -1.117732e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21968 members 
Mstep: Class 4 contains 20336 members 
Mstep: Class 5 contains 9957 members 
Mstep: Class 6 contains 6737 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4420 members 
Mstep: Class 9 contains 4602 members 
Mstep: Class 10 contains 1407 members 
Mstep: Class 11 contains 13779 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38317 members 
Mstep: Class 14 contains 52513 members 
Mstep: Class 15 contains 9306 members 
Mstep: Class 16 contains 8667 members 
Mstep: Class 17 contains 108961 members 
Mstep: Class 18 contains 3533 members 
Mstep: Class 19 contains 9743 members 
Mstep: Class 20 contains 52760 members 
Mstep: Class 21 contains 6689 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 71892 members 
Mstep: Class 24 contains 97256 members 
Mstep: Class 25 contains 72917 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102966 members 
Mstep: Class 29 contains 4819 members 
Mstep: Class 30 contains 76218 members 
Mstep: Class 31 contains 92700 members 
Mstep: Class 32 contains 3130 members 
Mstep: Class 33 contains 1474 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9530 members 
Mstep: Class 36 contains 1167 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2213 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773152.000000 Penalty: 87016.617188
Iteration 273Q: 40 clusters Score -1.117732e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21952 members 
Mstep: Class 4 contains 20382 members 
Mstep: Class 5 contains 9954 members 
Mstep: Class 6 contains 6737 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4431 members 
Mstep: Class 9 contains 4601 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 13780 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38280 members 
Mstep: Class 14 contains 52609 members 
Mstep: Class 15 contains 9306 members 
Mstep: Class 16 contains 8667 members 
Mstep: Class 17 contains 108981 members 
Mstep: Class 18 contains 3532 members 
Mstep: Class 19 contains 9743 members 
Mstep: Class 20 contains 52806 members 
Mstep: Class 21 contains 6690 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 71857 members 
Mstep: Class 24 contains 97254 members 
Mstep: Class 25 contains 72832 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102950 members 
Mstep: Class 29 contains 4820 members 
Mstep: Class 30 contains 76190 members 
Mstep: Class 31 contains 92700 members 
Mstep: Class 32 contains 3131 members 
Mstep: Class 33 contains 1474 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9532 members 
Mstep: Class 36 contains 1167 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2213 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773272.000000 Penalty: 87016.617188
Iteration 274Q: 40 clusters Score -1.117733e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21931 members 
Mstep: Class 4 contains 20410 members 
Mstep: Class 5 contains 9954 members 
Mstep: Class 6 contains 6736 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4442 members 
Mstep: Class 9 contains 4601 members 
Mstep: Class 10 contains 1407 members 
Mstep: Class 11 contains 13776 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38249 members 
Mstep: Class 14 contains 52704 members 
Mstep: Class 15 contains 9306 members 
Mstep: Class 16 contains 8668 members 
Mstep: Class 17 contains 109036 members 
Mstep: Class 18 contains 3531 members 
Mstep: Class 19 contains 9743 members 
Mstep: Class 20 contains 52842 members 
Mstep: Class 21 contains 6690 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 71817 members 
Mstep: Class 24 contains 97255 members 
Mstep: Class 25 contains 72751 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102948 members 
Mstep: Class 29 contains 4821 members 
Mstep: Class 30 contains 76150 members 
Mstep: Class 31 contains 92691 members 
Mstep: Class 32 contains 3132 members 
Mstep: Class 33 contains 1474 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9532 members 
Mstep: Class 36 contains 1167 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2213 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773112.000000 Penalty: 87016.617188
Iteration 275Q: 40 clusters Score -1.117731e+08 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21923 members 
Mstep: Class 4 contains 20448 members 
Mstep: Class 5 contains 9955 members 
Mstep: Class 6 contains 6735 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4453 members 
Mstep: Class 9 contains 4599 members 
Mstep: Class 10 contains 1407 members 
Mstep: Class 11 contains 13778 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38209 members 
Mstep: Class 14 contains 52776 members 
Mstep: Class 15 contains 9306 members 
Mstep: Class 16 contains 8669 members 
Mstep: Class 17 contains 109078 members 
Mstep: Class 18 contains 3530 members 
Mstep: Class 19 contains 9744 members 
Mstep: Class 20 contains 52932 members 
Mstep: Class 21 contains 6693 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 71777 members 
Mstep: Class 24 contains 97222 members 
Mstep: Class 25 contains 72669 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102956 members 
Mstep: Class 29 contains 4820 members 
Mstep: Class 30 contains 76122 members 
Mstep: Class 31 contains 92658 members 
Mstep: Class 32 contains 3132 members 
Mstep: Class 33 contains 1474 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9533 members 
Mstep: Class 36 contains 1167 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2213 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773192.000000 Penalty: 87016.617188
Iteration 276Q: 40 clusters Score -1.117732e+08 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21908 members 
Mstep: Class 4 contains 20481 members 
Mstep: Class 5 contains 9955 members 
Mstep: Class 6 contains 6730 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4468 members 
Mstep: Class 9 contains 4598 members 
Mstep: Class 10 contains 1407 members 
Mstep: Class 11 contains 13782 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38170 members 
Mstep: Class 14 contains 52862 members 
Mstep: Class 15 contains 9305 members 
Mstep: Class 16 contains 8669 members 
Mstep: Class 17 contains 109130 members 
Mstep: Class 18 contains 3530 members 
Mstep: Class 19 contains 9744 members 
Mstep: Class 20 contains 52990 members 
Mstep: Class 21 contains 6693 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 71746 members 
Mstep: Class 24 contains 97208 members 
Mstep: Class 25 contains 72578 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102933 members 
Mstep: Class 29 contains 4818 members 
Mstep: Class 30 contains 76103 members 
Mstep: Class 31 contains 92652 members 
Mstep: Class 32 contains 3129 members 
Mstep: Class 33 contains 1474 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9533 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2213 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773184.000000 Penalty: 87016.617188
Iteration 277Q: 40 clusters Score -1.117732e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21896 members 
Mstep: Class 4 contains 20509 members 
Mstep: Class 5 contains 9957 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4481 members 
Mstep: Class 9 contains 4597 members 
Mstep: Class 10 contains 1407 members 
Mstep: Class 11 contains 13781 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38125 members 
Mstep: Class 14 contains 52959 members 
Mstep: Class 15 contains 9305 members 
Mstep: Class 16 contains 8672 members 
Mstep: Class 17 contains 109163 members 
Mstep: Class 18 contains 3531 members 
Mstep: Class 19 contains 9743 members 
Mstep: Class 20 contains 53046 members 
Mstep: Class 21 contains 6690 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 71710 members 
Mstep: Class 24 contains 97206 members 
Mstep: Class 25 contains 72487 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102926 members 
Mstep: Class 29 contains 4818 members 
Mstep: Class 30 contains 76077 members 
Mstep: Class 31 contains 92640 members 
Mstep: Class 32 contains 3131 members 
Mstep: Class 33 contains 1474 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9532 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2213 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773328.000000 Penalty: 87016.617188
Iteration 278Q: 40 clusters Score -1.117733e+08 nChanged 889
Entering ConstructFrom: 
Score: -111773328.000000 Penalty: 87016.617188
Entering ConstructFrom: 
Trying to split cluster 1 (3093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Entering Unmasked Estep 
Score: -354491.562500 Penalty: 1305.995728
	Iteration 0F: 2 clusters Score -354491.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -351717.625000 Penalty: 2611.991455
	Iteration 0F: 3 clusters Score -351717.6 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -352653.687500 Penalty: 2611.991455
	Iteration 1F: 3 clusters Score -352653.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -352980.781250 Penalty: 2611.991455
	Iteration 2F: 3 clusters Score -352980.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -353193.281250 Penalty: 2611.991455
	Iteration 3F: 3 clusters Score -353193.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -353328.562500 Penalty: 2611.991455
	Iteration 4F: 3 clusters Score -353328.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -353435.656250 Penalty: 2611.991455
	Iteration 5Q: 3 clusters Score -353435.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -353497.000000 Penalty: 2611.991455
	Iteration 6Q: 3 clusters Score -353497 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -353540.093750 Penalty: 2611.991455
	Iteration 7Q: 3 clusters Score -353540.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -353568.656250 Penalty: 2611.991455
	Iteration 8Q: 3 clusters Score -353568.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -353591.437500 Penalty: 2611.991455
	Iteration 9Q: 3 clusters Score -353591.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -353604.750000 Penalty: 2611.991455
	Iteration 10Q: 3 clusters Score -353604.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -353620.093750 Penalty: 2611.991455
	Iteration 11Q: 3 clusters Score -353620.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -353632.937500 Penalty: 2611.991455
	Iteration 12Q: 3 clusters Score -353632.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -353647.093750 Penalty: 2611.991455
	Iteration 13Q: 3 clusters Score -353647.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -353652.250000 Penalty: 2611.991455
	Iteration 14Q: 3 clusters Score -353652.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -353656.312500 Penalty: 2611.991455
	Iteration 15Q: 3 clusters Score -353656.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -353657.937500 Penalty: 2611.991455
	Iteration 16Q: 3 clusters Score -353657.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -353662.187500 Penalty: 2611.991455
	Iteration 17Q: 3 clusters Score -353662.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -353665.093750 Penalty: 2611.991455
	Iteration 18Q: 3 clusters Score -353665.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -353671.937500 Penalty: 2611.991455
	Iteration 19Q: 3 clusters Score -353671.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -353675.468750 Penalty: 2611.991455
	Iteration 20F: 3 clusters Score -353675.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -353682.656250 Penalty: 2611.991455
	Iteration 21Q: 3 clusters Score -353682.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -353693.250000 Penalty: 2611.991455
	Iteration 22Q: 3 clusters Score -353693.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -353701.937500 Penalty: 2611.991455
	Iteration 23Q: 3 clusters Score -353701.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -353713.500000 Penalty: 2611.991455
	Iteration 24Q: 3 clusters Score -353713.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -353727.875000 Penalty: 2611.991455
	Iteration 25Q: 3 clusters Score -353727.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -353748.875000 Penalty: 2611.991455
	Iteration 26Q: 3 clusters Score -353748.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -353768.625000 Penalty: 2611.991455
	Iteration 27Q: 3 clusters Score -353768.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -353778.968750 Penalty: 2611.991455
	Iteration 28Q: 3 clusters Score -353779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -353784.093750 Penalty: 2611.991455
	Iteration 29Q: 3 clusters Score -353784.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -353785.531250 Penalty: 2611.991455
	Iteration 30Q: 3 clusters Score -353785.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -353786.000000 Penalty: 2611.991455
	Iteration 31Q: 3 clusters Score -353786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -353787.718750 Penalty: 2611.991455
	Iteration 32Q: 3 clusters Score -353787.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -353788.343750 Penalty: 2611.991455
	Iteration 33Q: 3 clusters Score -353788.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -353789.656250 Penalty: 2611.991455
	Iteration 34Q: 3 clusters Score -353789.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -353789.843750 Penalty: 2611.991455
	Iteration 35Q: 3 clusters Score -353789.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -353791.687500 Penalty: 2611.991455
	Iteration 36Q: 3 clusters Score -353791.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -353793.062500 Penalty: 2611.991455
	Iteration 37Q: 3 clusters Score -353793.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -353795.781250 Penalty: 2611.991455
	Iteration 38Q: 3 clusters Score -353795.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -353798.656250 Penalty: 2611.991455
	Iteration 39Q: 3 clusters Score -353798.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -353804.437500 Penalty: 2611.991455
	Iteration 40F: 3 clusters Score -353804.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -353810.062500 Penalty: 2611.991455
	Iteration 41Q: 3 clusters Score -353810.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -353815.000000 Penalty: 2611.991455
	Iteration 42Q: 3 clusters Score -353815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -353825.406250 Penalty: 2611.991455
	Iteration 43Q: 3 clusters Score -353825.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -353835.687500 Penalty: 2611.991455
	Iteration 44Q: 3 clusters Score -353835.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -353845.281250 Penalty: 2611.991455
	Iteration 45Q: 3 clusters Score -353845.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -353852.437500 Penalty: 2611.991455
	Iteration 46Q: 3 clusters Score -353852.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -353860.156250 Penalty: 2611.991455
	Iteration 47Q: 3 clusters Score -353860.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -353863.625000 Penalty: 2611.991455
	Iteration 48Q: 3 clusters Score -353863.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -353865.156250 Penalty: 2611.991455
	Iteration 49Q: 3 clusters Score -353865.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -353865.906250 Penalty: 2611.991455
	Iteration 50Q: 3 clusters Score -353865.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -353867.343750 Penalty: 2611.991455
	Iteration 51Q: 3 clusters Score -353867.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -353867.343750 Penalty: 2611.991455
	Iteration 52F: 3 clusters Score -353867.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -63770.308594 Penalty: 1065.937500
	Iteration 0F: 2 clusters Score -63770.31 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 354 members 
Entering Unmasked Estep 
Score: -62620.156250 Penalty: 2131.875000
	Iteration 0F: 3 clusters Score -62620.16 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -63077.664062 Penalty: 2131.875000
	Iteration 1F: 3 clusters Score -63077.66 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -63542.812500 Penalty: 2131.875000
	Iteration 2F: 3 clusters Score -63542.81 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -63877.679688 Penalty: 2131.875000
	Iteration 3F: 3 clusters Score -63877.68 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -64062.992188 Penalty: 2131.875000
	Iteration 4F: 3 clusters Score -64062.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -64131.996094 Penalty: 2131.875000
	Iteration 5Q: 3 clusters Score -64132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -64138.832031 Penalty: 2131.875000
	Iteration 6Q: 3 clusters Score -64138.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -64140.082031 Penalty: 2131.875000
	Iteration 7Q: 3 clusters Score -64140.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -64140.082031 Penalty: 2131.875000
	Iteration 8F: 3 clusters Score -64140.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 259 members 
Mstep: Class 3 contains 21875 members 
Mstep: Class 4 contains 20549 members 
Mstep: Class 5 contains 9954 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4494 members 
Mstep: Class 9 contains 4596 members 
Mstep: Class 10 contains 1407 members 
Mstep: Class 11 contains 13782 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38077 members 
Mstep: Class 14 contains 53052 members 
Mstep: Class 15 contains 9305 members 
Mstep: Class 16 contains 8674 members 
Mstep: Class 17 contains 109180 members 
Mstep: Class 18 contains 3534 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 53096 members 
Mstep: Class 21 contains 6690 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 71682 members 
Mstep: Class 24 contains 97190 members 
Mstep: Class 25 contains 72411 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102931 members 
Mstep: Class 29 contains 4817 members 
Mstep: Class 30 contains 76065 members 
Mstep: Class 31 contains 92622 members 
Mstep: Class 32 contains 3130 members 
Mstep: Class 33 contains 1474 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9533 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2214 members 
Mstep: Class 39 contains 473 members 
Mstep: Class 40 contains 447 members 
Entering Unmasked Estep 
Score: -111772392.000000 Penalty: 89247.812500
Splitting cluster 2 changes total score from -111773328.000000 to -111772392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (21875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Entering Unmasked Estep 
Score: -2781720.500000 Penalty: 1623.878784
	Iteration 0F: 2 clusters Score -2781720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -2766896.500000 Penalty: 3247.757568
	Iteration 0F: 3 clusters Score -2766896 nChanged 9898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2772288.250000 Penalty: 3247.757568
	Iteration 1F: 3 clusters Score -2772288 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2772660.000000 Penalty: 3247.757568
	Iteration 2F: 3 clusters Score -2772660 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2772980.750000 Penalty: 3247.757568
	Iteration 3Q: 3 clusters Score -2772981 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2773299.250000 Penalty: 3247.757568
	Iteration 4Q: 3 clusters Score -2773299 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2773671.500000 Penalty: 3247.757568
	Iteration 5Q: 3 clusters Score -2773672 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2774097.500000 Penalty: 3247.757568
	Iteration 6Q: 3 clusters Score -2774098 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2774647.500000 Penalty: 3247.757568
	Iteration 7Q: 3 clusters Score -2774648 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2775418.750000 Penalty: 3247.757568
	Iteration 8F: 3 clusters Score -2775419 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -2776343.750000 Penalty: 3247.757568
	Iteration 9F: 3 clusters Score -2776344 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2777148.250000 Penalty: 3247.757568
	Iteration 10F: 3 clusters Score -2777148 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -2777585.750000 Penalty: 3247.757568
	Iteration 11Q: 3 clusters Score -2777586 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2777797.250000 Penalty: 3247.757568
	Iteration 12Q: 3 clusters Score -2777797 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2777881.750000 Penalty: 3247.757568
	Iteration 13Q: 3 clusters Score -2777882 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2777966.500000 Penalty: 3247.757568
	Iteration 14Q: 3 clusters Score -2777966 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2778030.000000 Penalty: 3247.757568
	Iteration 15Q: 3 clusters Score -2778030 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2778082.500000 Penalty: 3247.757568
	Iteration 16Q: 3 clusters Score -2778082 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2778120.250000 Penalty: 3247.757568
	Iteration 17Q: 3 clusters Score -2778120 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2778164.000000 Penalty: 3247.757568
	Iteration 18Q: 3 clusters Score -2778164 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2778195.750000 Penalty: 3247.757568
	Iteration 19Q: 3 clusters Score -2778196 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2778218.750000 Penalty: 3247.757568
	Iteration 20F: 3 clusters Score -2778219 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -2778226.500000 Penalty: 3247.757568
	Iteration 21Q: 3 clusters Score -2778226 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -2778244.000000 Penalty: 3247.757568
	Iteration 22Q: 3 clusters Score -2778244 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2778276.250000 Penalty: 3247.757568
	Iteration 23Q: 3 clusters Score -2778276 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2778302.000000 Penalty: 3247.757568
	Iteration 24Q: 3 clusters Score -2778302 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2778318.500000 Penalty: 3247.757568
	Iteration 25Q: 3 clusters Score -2778318 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2778349.500000 Penalty: 3247.757568
	Iteration 26Q: 3 clusters Score -2778350 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2778353.750000 Penalty: 3247.757568
	Iteration 27Q: 3 clusters Score -2778354 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2778376.500000 Penalty: 3247.757568
	Iteration 28Q: 3 clusters Score -2778376 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -2778392.000000 Penalty: 3247.757568
	Iteration 29Q: 3 clusters Score -2778392 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2778404.500000 Penalty: 3247.757568
	Iteration 30Q: 3 clusters Score -2778404 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2778431.000000 Penalty: 3247.757568
	Iteration 31Q: 3 clusters Score -2778431 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2778438 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2778463 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2778464 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2778485 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2778501 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -2778509.250000 Penalty: 3247.757568
	Iteration 37Q: 3 clusters Score -2778509 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2778522.500000 Penalty: 3247.757568
	Iteration 38Q: 3 clusters Score -2778522 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2778535.250000 Penalty: 3247.757568
	Iteration 39Q: 3 clusters Score -2778535 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2778537.500000 Penalty: 3247.757568
	Iteration 40F: 3 clusters Score -2778538 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2778547 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2778551.750000 Penalty: 3247.757568
	Iteration 42Q: 3 clusters Score -2778552 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2778563 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2778566.250000 Penalty: 3247.757568
	Iteration 44Q: 3 clusters Score -2778566 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2778576 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -2778585.500000 Penalty: 3247.757568
	Iteration 46Q: 3 clusters Score -2778586 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2778603.000000 Penalty: 3247.757568
	Iteration 47Q: 3 clusters Score -2778603 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2778614.250000 Penalty: 3247.757568
	Iteration 48Q: 3 clusters Score -2778614 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2778618.750000 Penalty: 3247.757568
	Iteration 49Q: 3 clusters Score -2778619 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2778635.000000 Penalty: 3247.757568
	Iteration 50Q: 3 clusters Score -2778635 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2778659.250000 Penalty: 3247.757568
	Iteration 51Q: 3 clusters Score -2778659 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2778663.250000 Penalty: 3247.757568
	Iteration 52Q: 3 clusters Score -2778663 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2778665.500000 Penalty: 3247.757568
	Iteration 53Q: 3 clusters Score -2778666 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -2778697.000000 Penalty: 3247.757568
	Iteration 54Q: 3 clusters Score -2778697 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2778702.250000 Penalty: 3247.757568
	Iteration 55Q: 3 clusters Score -2778702 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2778715.750000 Penalty: 3247.757568
	Iteration 56Q: 3 clusters Score -2778716 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2778728.000000 Penalty: 3247.757568
	Iteration 57Q: 3 clusters Score -2778728 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2778743.250000 Penalty: 3247.757568
	Iteration 58Q: 3 clusters Score -2778743 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2778785 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2778810.750000 Penalty: 3247.757568
	Iteration 60F: 3 clusters Score -2778811 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -2778840.000000 Penalty: 3247.757568
	Iteration 61Q: 3 clusters Score -2778840 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2778859.500000 Penalty: 3247.757568
	Iteration 62Q: 3 clusters Score -2778860 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2778877 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2778893.000000 Penalty: 3247.757568
	Iteration 64Q: 3 clusters Score -2778893 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2778898 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2778917.500000 Penalty: 3247.757568
	Iteration 66Q: 3 clusters Score -2778918 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2778943 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -2778957.750000 Penalty: 3247.757568
	Iteration 68Q: 3 clusters Score -2778958 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2778998.250000 Penalty: 3247.757568
	Iteration 69Q: 3 clusters Score -2778998 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -2779031.000000 Penalty: 3247.757568
	Iteration 70Q: 3 clusters Score -2779031 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2779058.250000 Penalty: 3247.757568
	Iteration 71Q: 3 clusters Score -2779058 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2779103.500000 Penalty: 3247.757568
	Iteration 72Q: 3 clusters Score -2779104 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2779144.500000 Penalty: 3247.757568
	Iteration 73Q: 3 clusters Score -2779144 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2779185.250000 Penalty: 3247.757568
	Iteration 74Q: 3 clusters Score -2779185 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2779211.750000 Penalty: 3247.757568
	Iteration 75Q: 3 clusters Score -2779212 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2779241.250000 Penalty: 3247.757568
	Iteration 76Q: 3 clusters Score -2779241 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2779280.750000 Penalty: 3247.757568
	Iteration 77Q: 3 clusters Score -2779281 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2779318.000000 Penalty: 3247.757568
	Iteration 78Q: 3 clusters Score -2779318 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -2779349.750000 Penalty: 3247.757568
	Iteration 79Q: 3 clusters Score -2779350 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2779380.500000 Penalty: 3247.757568
	Iteration 80F: 3 clusters Score -2779380 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2779420.000000 Penalty: 3247.757568
	Iteration 81Q: 3 clusters Score -2779420 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2779457.000000 Penalty: 3247.757568
	Iteration 82Q: 3 clusters Score -2779457 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -2779478.500000 Penalty: 3247.757568
	Iteration 83Q: 3 clusters Score -2779478 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -2779510.250000 Penalty: 3247.757568
	Iteration 84Q: 3 clusters Score -2779510 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -2779542.000000 Penalty: 3247.757568
	Iteration 85Q: 3 clusters Score -2779542 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2779579 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -2779623.500000 Penalty: 3247.757568
	Iteration 87Q: 3 clusters Score -2779624 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -2779661.000000 Penalty: 3247.757568
	Iteration 88Q: 3 clusters Score -2779661 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -2779690.000000 Penalty: 3247.757568
	Iteration 89Q: 3 clusters Score -2779690 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2779725.250000 Penalty: 3247.757568
	Iteration 90Q: 3 clusters Score -2779725 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -2779756.500000 Penalty: 3247.757568
	Iteration 91Q: 3 clusters Score -2779756 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2779790.250000 Penalty: 3247.757568
	Iteration 92Q: 3 clusters Score -2779790 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -2779817.750000 Penalty: 3247.757568
	Iteration 93Q: 3 clusters Score -2779818 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -2779836.250000 Penalty: 3247.757568
	Iteration 94Q: 3 clusters Score -2779836 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -2779862.500000 Penalty: 3247.757568
	Iteration 95Q: 3 clusters Score -2779862 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -2779895.250000 Penalty: 3247.757568
	Iteration 96Q: 3 clusters Score -2779895 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -2779909.000000 Penalty: 3247.757568
	Iteration 97Q: 3 clusters Score -2779909 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -2779943.250000 Penalty: 3247.757568
	Iteration 98Q: 3 clusters Score -2779943 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -2779975.250000 Penalty: 3247.757568
	Iteration 99Q: 3 clusters Score -2779975 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -2780005.250000 Penalty: 3247.757568
	Iteration 100F: 3 clusters Score -2780005 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -2780020.000000 Penalty: 3247.757568
	Iteration 101Q: 3 clusters Score -2780020 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -2780047.500000 Penalty: 3247.757568
	Iteration 102Q: 3 clusters Score -2780048 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2780072.750000 Penalty: 3247.757568
	Iteration 103Q: 3 clusters Score -2780073 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -2780097.250000 Penalty: 3247.757568
	Iteration 104Q: 3 clusters Score -2780097 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -2780118.000000 Penalty: 3247.757568
	Iteration 105Q: 3 clusters Score -2780118 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -2780124.750000 Penalty: 3247.757568
	Iteration 106Q: 3 clusters Score -2780125 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -2780141.000000 Penalty: 3247.757568
	Iteration 107Q: 3 clusters Score -2780141 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -2780155.000000 Penalty: 3247.757568
	Iteration 108Q: 3 clusters Score -2780155 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -2780174.750000 Penalty: 3247.757568
	Iteration 109Q: 3 clusters Score -2780175 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -2780188.250000 Penalty: 3247.757568
	Iteration 110Q: 3 clusters Score -2780188 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -2780201.500000 Penalty: 3247.757568
	Iteration 111Q: 3 clusters Score -2780202 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -2780213.000000 Penalty: 3247.757568
	Iteration 112Q: 3 clusters Score -2780213 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -2780220.250000 Penalty: 3247.757568
	Iteration 113Q: 3 clusters Score -2780220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -2780228.500000 Penalty: 3247.757568
	Iteration 114Q: 3 clusters Score -2780228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -2780229.000000 Penalty: 3247.757568
	Iteration 115Q: 3 clusters Score -2780229 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -2780234.250000 Penalty: 3247.757568
	Iteration 116Q: 3 clusters Score -2780234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -2780242.750000 Penalty: 3247.757568
	Iteration 117Q: 3 clusters Score -2780243 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -2780253.250000 Penalty: 3247.757568
	Iteration 118Q: 3 clusters Score -2780253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -2780256.750000 Penalty: 3247.757568
	Iteration 119Q: 3 clusters Score -2780257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -2780266.250000 Penalty: 3247.757568
	Iteration 120F: 3 clusters Score -2780266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -2780273.750000 Penalty: 3247.757568
	Iteration 121Q: 3 clusters Score -2780274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -2780269.750000 Penalty: 3247.757568
	Iteration 122Q: 3 clusters Score -2780270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -2780273.250000 Penalty: 3247.757568
	Iteration 123Q: 3 clusters Score -2780273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -2780277.250000 Penalty: 3247.757568
	Iteration 124Q: 3 clusters Score -2780277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -2780283.250000 Penalty: 3247.757568
	Iteration 125Q: 3 clusters Score -2780283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -2780282.500000 Penalty: 3247.757568
	Iteration 126Q: 3 clusters Score -2780282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -2780286.250000 Penalty: 3247.757568
	Iteration 127Q: 3 clusters Score -2780286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -2780293.000000 Penalty: 3247.757568
	Iteration 128Q: 3 clusters Score -2780293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -2780291.250000 Penalty: 3247.757568
	Iteration 129Q: 3 clusters Score -2780291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -2780295.250000 Penalty: 3247.757568
	Iteration 130Q: 3 clusters Score -2780295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -2780300.750000 Penalty: 3247.757568
	Iteration 131Q: 3 clusters Score -2780301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -2780303.750000 Penalty: 3247.757568
	Iteration 132Q: 3 clusters Score -2780304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -2780312.500000 Penalty: 3247.757568
	Iteration 133Q: 3 clusters Score -2780312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -2780316.000000 Penalty: 3247.757568
	Iteration 134Q: 3 clusters Score -2780316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -2780318.750000 Penalty: 3247.757568
	Iteration 135Q: 3 clusters Score -2780319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -2780322.750000 Penalty: 3247.757568
	Iteration 136Q: 3 clusters Score -2780323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -2780332.750000 Penalty: 3247.757568
	Iteration 137Q: 3 clusters Score -2780333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -2780334.250000 Penalty: 3247.757568
	Iteration 138Q: 3 clusters Score -2780334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -2780336.500000 Penalty: 3247.757568
	Iteration 139Q: 3 clusters Score -2780336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -2780336.250000 Penalty: 3247.757568
	Iteration 140F: 3 clusters Score -2780336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -2780337.750000 Penalty: 3247.757568
	Iteration 141Q: 3 clusters Score -2780338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -2780341.250000 Penalty: 3247.757568
	Iteration 142Q: 3 clusters Score -2780341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -2780347.750000 Penalty: 3247.757568
	Iteration 143Q: 3 clusters Score -2780348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -2780344.250000 Penalty: 3247.757568
	Iteration 144Q: 3 clusters Score -2780344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -2780349.250000 Penalty: 3247.757568
	Iteration 145Q: 3 clusters Score -2780349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -2780348.250000 Penalty: 3247.757568
	Iteration 146Q: 3 clusters Score -2780348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -2780346.750000 Penalty: 3247.757568
	Iteration 147Q: 3 clusters Score -2780347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -2780347.250000 Penalty: 3247.757568
	Iteration 148Q: 3 clusters Score -2780347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -2780350.500000 Penalty: 3247.757568
	Iteration 149Q: 3 clusters Score -2780350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -2780349.250000 Penalty: 3247.757568
	Iteration 150Q: 3 clusters Score -2780349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -2780349.750000 Penalty: 3247.757568
	Iteration 151Q: 3 clusters Score -2780350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -2780351.000000 Penalty: 3247.757568
	Iteration 152Q: 3 clusters Score -2780351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -2780352.250000 Penalty: 3247.757568
	Iteration 153Q: 3 clusters Score -2780352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -2780356.500000 Penalty: 3247.757568
	Iteration 154Q: 3 clusters Score -2780356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -2780356.500000 Penalty: 3247.757568
	Iteration 155Q: 3 clusters Score -2780356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -2780361.250000 Penalty: 3247.757568
	Iteration 156Q: 3 clusters Score -2780361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -2780362.250000 Penalty: 3247.757568
	Iteration 157Q: 3 clusters Score -2780362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -2780365.250000 Penalty: 3247.757568
	Iteration 158Q: 3 clusters Score -2780365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -2780363.750000 Penalty: 3247.757568
	Iteration 159Q: 3 clusters Score -2780364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -2780365.750000 Penalty: 3247.757568
	Iteration 160F: 3 clusters Score -2780366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Entering Unmasked Estep 
Score: -2589160.000000 Penalty: 1613.717285
	Iteration 0F: 2 clusters Score -2589160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2575132.000000 Penalty: 3227.434570
	Iteration 0F: 3 clusters Score -2575132 nChanged 9334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2580348.500000 Penalty: 3227.434570
	Iteration 1F: 3 clusters Score -2580348 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2580703.000000 Penalty: 3227.434570
	Iteration 2F: 3 clusters Score -2580703 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2581037.250000 Penalty: 3227.434570
	Iteration 3Q: 3 clusters Score -2581037 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2581353.000000 Penalty: 3227.434570
	Iteration 4Q: 3 clusters Score -2581353 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2581644.250000 Penalty: 3227.434570
	Iteration 5Q: 3 clusters Score -2581644 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2581990.500000 Penalty: 3227.434570
	Iteration 6Q: 3 clusters Score -2581990 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2582475.750000 Penalty: 3227.434570
	Iteration 7Q: 3 clusters Score -2582476 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2583126.750000 Penalty: 3227.434570
	Iteration 8Q: 3 clusters Score -2583127 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2583888.250000 Penalty: 3227.434570
	Iteration 9F: 3 clusters Score -2583888 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2584597.250000 Penalty: 3227.434570
	Iteration 10F: 3 clusters Score -2584597 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2585059.250000 Penalty: 3227.434570
	Iteration 11Q: 3 clusters Score -2585059 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2585292.000000 Penalty: 3227.434570
	Iteration 12Q: 3 clusters Score -2585292 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2585400.500000 Penalty: 3227.434570
	Iteration 13Q: 3 clusters Score -2585400 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2585479.250000 Penalty: 3227.434570
	Iteration 14Q: 3 clusters Score -2585479 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2585528.500000 Penalty: 3227.434570
	Iteration 15Q: 3 clusters Score -2585528 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2585563.500000 Penalty: 3227.434570
	Iteration 16Q: 3 clusters Score -2585564 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2585592.250000 Penalty: 3227.434570
	Iteration 17Q: 3 clusters Score -2585592 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2585638.250000 Penalty: 3227.434570
	Iteration 18Q: 3 clusters Score -2585638 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2585671.000000 Penalty: 3227.434570
	Iteration 19Q: 3 clusters Score -2585671 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2585710.500000 Penalty: 3227.434570
	Iteration 20F: 3 clusters Score -2585710 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2585753.750000 Penalty: 3227.434570
	Iteration 21Q: 3 clusters Score -2585754 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -2585822.500000 Penalty: 3227.434570
	Iteration 22Q: 3 clusters Score -2585822 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2585855.500000 Penalty: 3227.434570
	Iteration 23Q: 3 clusters Score -2585856 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2585916.000000 Penalty: 3227.434570
	Iteration 24Q: 3 clusters Score -2585916 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2585961.500000 Penalty: 3227.434570
	Iteration 25Q: 3 clusters Score -2585962 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2586019.000000 Penalty: 3227.434570
	Iteration 26Q: 3 clusters Score -2586019 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2586072.250000 Penalty: 3227.434570
	Iteration 27Q: 3 clusters Score -2586072 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2586110.250000 Penalty: 3227.434570
	Iteration 28Q: 3 clusters Score -2586110 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2586156.000000 Penalty: 3227.434570
	Iteration 29Q: 3 clusters Score -2586156 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -2586194.250000 Penalty: 3227.434570
	Iteration 30Q: 3 clusters Score -2586194 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2586221.750000 Penalty: 3227.434570
	Iteration 31Q: 3 clusters Score -2586222 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -2586249.500000 Penalty: 3227.434570
	Iteration 32Q: 3 clusters Score -2586250 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -2586287.500000 Penalty: 3227.434570
	Iteration 33Q: 3 clusters Score -2586288 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -2586307.500000 Penalty: 3227.434570
	Iteration 34Q: 3 clusters Score -2586308 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2586330.750000 Penalty: 3227.434570
	Iteration 35Q: 3 clusters Score -2586331 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2586354.000000 Penalty: 3227.434570
	Iteration 36Q: 3 clusters Score -2586354 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2586378.000000 Penalty: 3227.434570
	Iteration 37Q: 3 clusters Score -2586378 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -2586410.750000 Penalty: 3227.434570
	Iteration 38Q: 3 clusters Score -2586411 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2586429.250000 Penalty: 3227.434570
	Iteration 39Q: 3 clusters Score -2586429 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -2586459.750000 Penalty: 3227.434570
	Iteration 40F: 3 clusters Score -2586460 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2586492.500000 Penalty: 3227.434570
	Iteration 41Q: 3 clusters Score -2586492 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2586521.000000 Penalty: 3227.434570
	Iteration 42Q: 3 clusters Score -2586521 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -2586553.000000 Penalty: 3227.434570
	Iteration 43Q: 3 clusters Score -2586553 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2586579.500000 Penalty: 3227.434570
	Iteration 44Q: 3 clusters Score -2586580 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -2586609.000000 Penalty: 3227.434570
	Iteration 45Q: 3 clusters Score -2586609 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2586638.000000 Penalty: 3227.434570
	Iteration 46Q: 3 clusters Score -2586638 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -2586654.750000 Penalty: 3227.434570
	Iteration 47Q: 3 clusters Score -2586655 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -2586658.250000 Penalty: 3227.434570
	Iteration 48Q: 3 clusters Score -2586658 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2586685.500000 Penalty: 3227.434570
	Iteration 49Q: 3 clusters Score -2586686 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2586697.500000 Penalty: 3227.434570
	Iteration 50Q: 3 clusters Score -2586698 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -2586722.000000 Penalty: 3227.434570
	Iteration 51Q: 3 clusters Score -2586722 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2586759.250000 Penalty: 3227.434570
	Iteration 52Q: 3 clusters Score -2586759 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -2586780.500000 Penalty: 3227.434570
	Iteration 53Q: 3 clusters Score -2586780 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2586805.000000 Penalty: 3227.434570
	Iteration 54Q: 3 clusters Score -2586805 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2586818.000000 Penalty: 3227.434570
	Iteration 55Q: 3 clusters Score -2586818 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2586842 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2586878 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -2586910.250000 Penalty: 3227.434570
	Iteration 58Q: 3 clusters Score -2586910 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2586940.500000 Penalty: 3227.434570
	Iteration 59Q: 3 clusters Score -2586940 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -2586945.750000 Penalty: 3227.434570
	Iteration 60F: 3 clusters Score -2586946 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2586980.250000 Penalty: 3227.434570
	Iteration 61Q: 3 clusters Score -2586980 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2586996 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2587023.250000 Penalty: 3227.434570
	Iteration 63Q: 3 clusters Score -2587023 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2587030.500000 Penalty: 3227.434570
	Iteration 64Q: 3 clusters Score -2587030 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -2587043.000000 Penalty: 3227.434570
	Iteration 65Q: 3 clusters Score -2587043 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -2587055.000000 Penalty: 3227.434570
	Iteration 66Q: 3 clusters Score -2587055 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2587061.250000 Penalty: 3227.434570
	Iteration 67Q: 3 clusters Score -2587061 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2587080 nChanged 78
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Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2587092.500000 Penalty: 3227.434570
	Iteration 69Q: 3 clusters Score -2587092 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2587107.750000 Penalty: 3227.434570
	Iteration 70Q: 3 clusters Score -2587108 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2587121.250000 Penalty: 3227.434570
	Iteration 71Q: 3 clusters Score -2587121 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2587131.500000 Penalty: 3227.434570
	Iteration 72Q: 3 clusters Score -2587132 nChanged 80
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Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2587144.500000 Penalty: 3227.434570
	Iteration 73Q: 3 clusters Score -2587144 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2587164 nChanged 62
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Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -2587174.000000 Penalty: 3227.434570
	Iteration 75Q: 3 clusters Score -2587174 nChanged 68
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Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -2587191.500000 Penalty: 3227.434570
	Iteration 76Q: 3 clusters Score -2587192 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2587208 nChanged 84
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Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -2587228.500000 Penalty: 3227.434570
	Iteration 78Q: 3 clusters Score -2587228 nChanged 81
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Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2587243 nChanged 80
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Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2587270 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2587294 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2587304.000000 Penalty: 3227.434570
	Iteration 82Q: 3 clusters Score -2587304 nChanged 70
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Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2587326 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2587338 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2587360 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2587372 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2587385 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2587394 nChanged 74
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Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2587421 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2587439 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2587465 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2587481 nChanged 56
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Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2587484 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2587493 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2587499 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2587508 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -2587519.500000 Penalty: 3227.434570
	Iteration 97Q: 3 clusters Score -2587520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2587531.250000 Penalty: 3227.434570
	Iteration 98Q: 3 clusters Score -2587531 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2587531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2587536.750000 Penalty: 3227.434570
	Iteration 100F: 3 clusters Score -2587537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2587548.500000 Penalty: 3227.434570
	Iteration 101Q: 3 clusters Score -2587548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2587543.000000 Penalty: 3227.434570
	Iteration 102Q: 3 clusters Score -2587543 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -2587555.250000 Penalty: 3227.434570
	Iteration 103Q: 3 clusters Score -2587555 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2587559.250000 Penalty: 3227.434570
	Iteration 104Q: 3 clusters Score -2587559 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -2587561.750000 Penalty: 3227.434570
	Iteration 105Q: 3 clusters Score -2587562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2587570.500000 Penalty: 3227.434570
	Iteration 106Q: 3 clusters Score -2587570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2587569.500000 Penalty: 3227.434570
	Iteration 107Q: 3 clusters Score -2587570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -2587583.250000 Penalty: 3227.434570
	Iteration 108Q: 3 clusters Score -2587583 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -2587588.000000 Penalty: 3227.434570
	Iteration 109Q: 3 clusters Score -2587588 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -2587595.750000 Penalty: 3227.434570
	Iteration 110Q: 3 clusters Score -2587596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2587603.250000 Penalty: 3227.434570
	Iteration 111Q: 3 clusters Score -2587603 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2587611.500000 Penalty: 3227.434570
	Iteration 112Q: 3 clusters Score -2587612 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -2587610.500000 Penalty: 3227.434570
	Iteration 113Q: 3 clusters Score -2587610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -2587614.750000 Penalty: 3227.434570
	Iteration 114Q: 3 clusters Score -2587615 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2587615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2587619.500000 Penalty: 3227.434570
	Iteration 116Q: 3 clusters Score -2587620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2587620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2587620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -2587627.500000 Penalty: 3227.434570
	Iteration 119Q: 3 clusters Score -2587628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -2587622.000000 Penalty: 3227.434570
	Iteration 120F: 3 clusters Score -2587622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -2587623.750000 Penalty: 3227.434570
	Iteration 121Q: 3 clusters Score -2587624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2587622.750000 Penalty: 3227.434570
	Iteration 122Q: 3 clusters Score -2587623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2587629 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -2587622.750000 Penalty: 3227.434570
	Iteration 124Q: 3 clusters Score -2587623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2587626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2587627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2587628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2587633.000000 Penalty: 3227.434570
	Iteration 128Q: 3 clusters Score -2587633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -2587638.500000 Penalty: 3227.434570
	Iteration 129Q: 3 clusters Score -2587638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -2587640.750000 Penalty: 3227.434570
	Iteration 130Q: 3 clusters Score -2587641 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2587646.500000 Penalty: 3227.434570
	Iteration 131Q: 3 clusters Score -2587646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2587646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2587655.500000 Penalty: 3227.434570
	Iteration 133Q: 3 clusters Score -2587656 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -2587663.250000 Penalty: 3227.434570
	Iteration 134Q: 3 clusters Score -2587663 nChanged 26
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Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -2587675.250000 Penalty: 3227.434570
	Iteration 135Q: 3 clusters Score -2587675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -2587685.250000 Penalty: 3227.434570
	Iteration 136Q: 3 clusters Score -2587685 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2587694.250000 Penalty: 3227.434570
	Iteration 137Q: 3 clusters Score -2587694 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -2587695.750000 Penalty: 3227.434570
	Iteration 138Q: 3 clusters Score -2587696 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2587697 nChanged 2
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Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2587697 nChanged 1
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Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2587697 nChanged 1
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Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2587698 nChanged 2
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Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2587698 nChanged 2
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Mstep: Class 1 contains 1331 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2587700 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2587699 nChanged 4
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Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2587696 nChanged 5
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Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2587698 nChanged 7
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Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2587700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2587697.000000 Penalty: 3227.434570
	Iteration 149Q: 3 clusters Score -2587697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2587698.000000 Penalty: 3227.434570
	Iteration 150Q: 3 clusters Score -2587698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -2587700.000000 Penalty: 3227.434570
	Iteration 151Q: 3 clusters Score -2587700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -2587700.000000 Penalty: 3227.434570
	Iteration 152Q: 3 clusters Score -2587700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -2587700.000000 Penalty: 3227.434570
	Iteration 153F: 3 clusters Score -2587700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Entering Unmasked Estep 
Score: -1163555.000000 Penalty: 1495.931030
	Iteration 0F: 2 clusters Score -1163555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1156382.750000 Penalty: 2991.862061
	Iteration 0F: 3 clusters Score -1156383 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1158766.625000 Penalty: 2991.862061
	Iteration 1F: 3 clusters Score -1158767 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1159094.250000 Penalty: 2991.862061
	Iteration 2F: 3 clusters Score -1159094 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1159369.750000 Penalty: 2991.862061
	Iteration 3F: 3 clusters Score -1159370 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1159622.250000 Penalty: 2991.862061
	Iteration 4F: 3 clusters Score -1159622 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1159838.875000 Penalty: 2991.862061
	Iteration 5Q: 3 clusters Score -1159839 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1160054.000000 Penalty: 2991.862061
	Iteration 6Q: 3 clusters Score -1160054 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1160288.875000 Penalty: 2991.862061
	Iteration 7Q: 3 clusters Score -1160289 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1160529.375000 Penalty: 2991.862061
	Iteration 8Q: 3 clusters Score -1160529 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1160775.875000 Penalty: 2991.862061
	Iteration 9Q: 3 clusters Score -1160776 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1160992.500000 Penalty: 2991.862061
	Iteration 10Q: 3 clusters Score -1160992 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1161193.125000 Penalty: 2991.862061
	Iteration 11Q: 3 clusters Score -1161193 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1161358.875000 Penalty: 2991.862061
	Iteration 12Q: 3 clusters Score -1161359 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1161506.625000 Penalty: 2991.862061
	Iteration 13Q: 3 clusters Score -1161507 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1161644.625000 Penalty: 2991.862061
	Iteration 14Q: 3 clusters Score -1161645 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1161751.750000 Penalty: 2991.862061
	Iteration 15Q: 3 clusters Score -1161752 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1161838.875000 Penalty: 2991.862061
	Iteration 16Q: 3 clusters Score -1161839 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1161917.625000 Penalty: 2991.862061
	Iteration 17Q: 3 clusters Score -1161918 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1161981.500000 Penalty: 2991.862061
	Iteration 18Q: 3 clusters Score -1161982 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1162028.625000 Penalty: 2991.862061
	Iteration 19Q: 3 clusters Score -1162029 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1162075.500000 Penalty: 2991.862061
	Iteration 20F: 3 clusters Score -1162076 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1162118.000000 Penalty: 2991.862061
	Iteration 21Q: 3 clusters Score -1162118 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1162146.750000 Penalty: 2991.862061
	Iteration 22Q: 3 clusters Score -1162147 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1162178.000000 Penalty: 2991.862061
	Iteration 23Q: 3 clusters Score -1162178 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1162201.875000 Penalty: 2991.862061
	Iteration 24Q: 3 clusters Score -1162202 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1162232.250000 Penalty: 2991.862061
	Iteration 25Q: 3 clusters Score -1162232 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1162267.000000 Penalty: 2991.862061
	Iteration 26Q: 3 clusters Score -1162267 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1162296.875000 Penalty: 2991.862061
	Iteration 27Q: 3 clusters Score -1162297 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1162328.125000 Penalty: 2991.862061
	Iteration 28Q: 3 clusters Score -1162328 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1162351.375000 Penalty: 2991.862061
	Iteration 29Q: 3 clusters Score -1162351 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1162361.625000 Penalty: 2991.862061
	Iteration 30Q: 3 clusters Score -1162362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1162375.500000 Penalty: 2991.862061
	Iteration 31Q: 3 clusters Score -1162376 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1162393.625000 Penalty: 2991.862061
	Iteration 32Q: 3 clusters Score -1162394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1162405.500000 Penalty: 2991.862061
	Iteration 33Q: 3 clusters Score -1162406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1162414.375000 Penalty: 2991.862061
	Iteration 34Q: 3 clusters Score -1162414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1162424.875000 Penalty: 2991.862061
	Iteration 35Q: 3 clusters Score -1162425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1162428.625000 Penalty: 2991.862061
	Iteration 36Q: 3 clusters Score -1162429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1162432.125000 Penalty: 2991.862061
	Iteration 37Q: 3 clusters Score -1162432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1162436.750000 Penalty: 2991.862061
	Iteration 38Q: 3 clusters Score -1162437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1162445.625000 Penalty: 2991.862061
	Iteration 39Q: 3 clusters Score -1162446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1162450.250000 Penalty: 2991.862061
	Iteration 40F: 3 clusters Score -1162450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1162449.875000 Penalty: 2991.862061
	Iteration 41Q: 3 clusters Score -1162450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1162450.250000 Penalty: 2991.862061
	Iteration 42Q: 3 clusters Score -1162450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1162454.625000 Penalty: 2991.862061
	Iteration 43Q: 3 clusters Score -1162455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1162457.750000 Penalty: 2991.862061
	Iteration 44Q: 3 clusters Score -1162458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1162461.000000 Penalty: 2991.862061
	Iteration 45Q: 3 clusters Score -1162461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1162462.250000 Penalty: 2991.862061
	Iteration 46Q: 3 clusters Score -1162462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1162462.125000 Penalty: 2991.862061
	Iteration 47Q: 3 clusters Score -1162462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1162464.250000 Penalty: 2991.862061
	Iteration 48Q: 3 clusters Score -1162464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1162467.375000 Penalty: 2991.862061
	Iteration 49Q: 3 clusters Score -1162467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1162471.625000 Penalty: 2991.862061
	Iteration 50Q: 3 clusters Score -1162472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1162473.250000 Penalty: 2991.862061
	Iteration 51Q: 3 clusters Score -1162473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1162475.750000 Penalty: 2991.862061
	Iteration 52Q: 3 clusters Score -1162476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1162476.375000 Penalty: 2991.862061
	Iteration 53Q: 3 clusters Score -1162476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1162476.375000 Penalty: 2991.862061
	Iteration 54F: 3 clusters Score -1162476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Entering Unmasked Estep 
Score: -831976.000000 Penalty: 1432.376953
	Iteration 0F: 2 clusters Score -831976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -826910.312500 Penalty: 2864.753906
	Iteration 0F: 3 clusters Score -826910.3 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -828477.125000 Penalty: 2864.753906
	Iteration 1F: 3 clusters Score -828477.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -828755.125000 Penalty: 2864.753906
	Iteration 2F: 3 clusters Score -828755.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -828948.000000 Penalty: 2864.753906
	Iteration 3F: 3 clusters Score -828948 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -829111.812500 Penalty: 2864.753906
	Iteration 4Q: 3 clusters Score -829111.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -829259.687500 Penalty: 2864.753906
	Iteration 5Q: 3 clusters Score -829259.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -829431.375000 Penalty: 2864.753906
	Iteration 6Q: 3 clusters Score -829431.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -829606.000000 Penalty: 2864.753906
	Iteration 7Q: 3 clusters Score -829606 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -829815.250000 Penalty: 2864.753906
	Iteration 8Q: 3 clusters Score -829815.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -830085.375000 Penalty: 2864.753906
	Iteration 9Q: 3 clusters Score -830085.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -830412.625000 Penalty: 2864.753906
	Iteration 10Q: 3 clusters Score -830412.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -830857.000000 Penalty: 2864.753906
	Iteration 11F: 3 clusters Score -830857 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -831290.250000 Penalty: 2864.753906
	Iteration 12F: 3 clusters Score -831290.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -831517.437500 Penalty: 2864.753906
	Iteration 13Q: 3 clusters Score -831517.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -831616.750000 Penalty: 2864.753906
	Iteration 14Q: 3 clusters Score -831616.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -831670.812500 Penalty: 2864.753906
	Iteration 15Q: 3 clusters Score -831670.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -831694.000000 Penalty: 2864.753906
	Iteration 16Q: 3 clusters Score -831694 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -831704.687500 Penalty: 2864.753906
	Iteration 17Q: 3 clusters Score -831704.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -831718.687500 Penalty: 2864.753906
	Iteration 18Q: 3 clusters Score -831718.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -831729.375000 Penalty: 2864.753906
	Iteration 19Q: 3 clusters Score -831729.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -831739.937500 Penalty: 2864.753906
	Iteration 20F: 3 clusters Score -831739.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -831750.250000 Penalty: 2864.753906
	Iteration 21Q: 3 clusters Score -831750.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -831760.000000 Penalty: 2864.753906
	Iteration 22Q: 3 clusters Score -831760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -831767.750000 Penalty: 2864.753906
	Iteration 23Q: 3 clusters Score -831767.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -831774.750000 Penalty: 2864.753906
	Iteration 24Q: 3 clusters Score -831774.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -831778.125000 Penalty: 2864.753906
	Iteration 25Q: 3 clusters Score -831778.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -831783.500000 Penalty: 2864.753906
	Iteration 26Q: 3 clusters Score -831783.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -831786.937500 Penalty: 2864.753906
	Iteration 27Q: 3 clusters Score -831786.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -831791.187500 Penalty: 2864.753906
	Iteration 28Q: 3 clusters Score -831791.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -831792.562500 Penalty: 2864.753906
	Iteration 29Q: 3 clusters Score -831792.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -831794.187500 Penalty: 2864.753906
	Iteration 30Q: 3 clusters Score -831794.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -831793.562500 Penalty: 2864.753906
	Iteration 31Q: 3 clusters Score -831793.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -831793.312500 Penalty: 2864.753906
	Iteration 32Q: 3 clusters Score -831793.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -831793.500000 Penalty: 2864.753906
	Iteration 33Q: 3 clusters Score -831793.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -831794.937500 Penalty: 2864.753906
	Iteration 34Q: 3 clusters Score -831794.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -831795.250000 Penalty: 2864.753906
	Iteration 35Q: 3 clusters Score -831795.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -831796.187500 Penalty: 2864.753906
	Iteration 36Q: 3 clusters Score -831796.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -831797.187500 Penalty: 2864.753906
	Iteration 37Q: 3 clusters Score -831797.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -831797.187500 Penalty: 2864.753906
	Iteration 38F: 3 clusters Score -831797.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Entering Unmasked Estep 
Score: -107151.828125 Penalty: 1114.175049
	Iteration 0F: 2 clusters Score -107151.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -105723.101562 Penalty: 2228.350098
	Iteration 0F: 3 clusters Score -105723.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -106009.289062 Penalty: 2228.350098
	Iteration 1F: 3 clusters Score -106009.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -106230.570312 Penalty: 2228.350098
	Iteration 2F: 3 clusters Score -106230.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -106679.781250 Penalty: 2228.350098
	Iteration 3F: 3 clusters Score -106679.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -107058.703125 Penalty: 2228.350098
	Iteration 4F: 3 clusters Score -107058.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -107370.500000 Penalty: 2228.350098
	Iteration 5F: 3 clusters Score -107370.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -107587.734375 Penalty: 2228.350098
	Iteration 6F: 3 clusters Score -107587.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -107677.671875 Penalty: 2228.350098
	Iteration 7Q: 3 clusters Score -107677.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -107705.406250 Penalty: 2228.350098
	Iteration 8Q: 3 clusters Score -107705.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -107707.367188 Penalty: 2228.350098
	Iteration 9Q: 3 clusters Score -107707.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -107707.953125 Penalty: 2228.350098
	Iteration 10Q: 3 clusters Score -107708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -107710.562500 Penalty: 2228.350098
	Iteration 11Q: 3 clusters Score -107710.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -107711.328125 Penalty: 2228.350098
	Iteration 12Q: 3 clusters Score -107711.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -107712.640625 Penalty: 2228.350098
	Iteration 13Q: 3 clusters Score -107712.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -107713.921875 Penalty: 2228.350098
	Iteration 14Q: 3 clusters Score -107713.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -107715.265625 Penalty: 2228.350098
	Iteration 15Q: 3 clusters Score -107715.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -107716.226562 Penalty: 2228.350098
	Iteration 16Q: 3 clusters Score -107716.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -107716.445312 Penalty: 2228.350098
	Iteration 17Q: 3 clusters Score -107716.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -107716.445312 Penalty: 2228.350098
	Iteration 18F: 3 clusters Score -107716.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21875 members 
Mstep: Class 4 contains 20549 members 
Mstep: Class 5 contains 9954 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 408 members 
Mstep: Class 8 contains 4494 members 
Mstep: Class 9 contains 4596 members 
Mstep: Class 10 contains 1407 members 
Mstep: Class 11 contains 13782 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38077 members 
Mstep: Class 14 contains 53052 members 
Mstep: Class 15 contains 9305 members 
Mstep: Class 16 contains 8674 members 
Mstep: Class 17 contains 109180 members 
Mstep: Class 18 contains 3534 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 53096 members 
Mstep: Class 21 contains 6690 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 71682 members 
Mstep: Class 24 contains 97190 members 
Mstep: Class 25 contains 72411 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102931 members 
Mstep: Class 29 contains 4817 members 
Mstep: Class 30 contains 76065 members 
Mstep: Class 31 contains 92622 members 
Mstep: Class 32 contains 3130 members 
Mstep: Class 33 contains 1474 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9533 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2214 members 
Mstep: Class 39 contains 473 members 
Mstep: Class 40 contains 542 members 
Entering Unmasked Estep 
Score: -111772528.000000 Penalty: 89247.812500
Splitting cluster 7 changes total score from -111773328.000000 to -111772528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (4494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Entering Unmasked Estep 
Score: -514503.718750 Penalty: 1366.706055
	Iteration 0F: 2 clusters Score -514503.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -510927.687500 Penalty: 2733.412109
	Iteration 0F: 3 clusters Score -510927.7 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -512435.375000 Penalty: 2733.412109
	Iteration 1F: 3 clusters Score -512435.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -513036.468750 Penalty: 2733.412109
	Iteration 2F: 3 clusters Score -513036.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -513449.875000 Penalty: 2733.412109
	Iteration 3F: 3 clusters Score -513449.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -513734.687500 Penalty: 2733.412109
	Iteration 4F: 3 clusters Score -513734.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -513929.125000 Penalty: 2733.412109
	Iteration 5Q: 3 clusters Score -513929.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -514086.687500 Penalty: 2733.412109
	Iteration 6Q: 3 clusters Score -514086.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -514233.593750 Penalty: 2733.412109
	Iteration 7Q: 3 clusters Score -514233.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -514355.218750 Penalty: 2733.412109
	Iteration 8Q: 3 clusters Score -514355.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -514454.250000 Penalty: 2733.412109
	Iteration 9Q: 3 clusters Score -514454.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -514520.562500 Penalty: 2733.412109
	Iteration 10Q: 3 clusters Score -514520.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -514554.312500 Penalty: 2733.412109
	Iteration 11Q: 3 clusters Score -514554.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -514576.937500 Penalty: 2733.412109
	Iteration 12Q: 3 clusters Score -514576.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -514592.031250 Penalty: 2733.412109
	Iteration 13Q: 3 clusters Score -514592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -514604.406250 Penalty: 2733.412109
	Iteration 14Q: 3 clusters Score -514604.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -514616.093750 Penalty: 2733.412109
	Iteration 15Q: 3 clusters Score -514616.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -514625.281250 Penalty: 2733.412109
	Iteration 16Q: 3 clusters Score -514625.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -514637.281250 Penalty: 2733.412109
	Iteration 17Q: 3 clusters Score -514637.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -514647.375000 Penalty: 2733.412109
	Iteration 18Q: 3 clusters Score -514647.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -514652.593750 Penalty: 2733.412109
	Iteration 19Q: 3 clusters Score -514652.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -514655.031250 Penalty: 2733.412109
	Iteration 20F: 3 clusters Score -514655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -514658.312500 Penalty: 2733.412109
	Iteration 21Q: 3 clusters Score -514658.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -514659.625000 Penalty: 2733.412109
	Iteration 22Q: 3 clusters Score -514659.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -514659.750000 Penalty: 2733.412109
	Iteration 23Q: 3 clusters Score -514659.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -514660.093750 Penalty: 2733.412109
	Iteration 24Q: 3 clusters Score -514660.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -514660.093750 Penalty: 2733.412109
	Iteration 25F: 3 clusters Score -514660.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21875 members 
Mstep: Class 4 contains 20549 members 
Mstep: Class 5 contains 9954 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 2451 members 
Mstep: Class 9 contains 4596 members 
Mstep: Class 10 contains 1407 members 
Mstep: Class 11 contains 13782 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38077 members 
Mstep: Class 14 contains 53052 members 
Mstep: Class 15 contains 9305 members 
Mstep: Class 16 contains 8674 members 
Mstep: Class 17 contains 109180 members 
Mstep: Class 18 contains 3534 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 53096 members 
Mstep: Class 21 contains 6690 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 71682 members 
Mstep: Class 24 contains 97190 members 
Mstep: Class 25 contains 72411 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102931 members 
Mstep: Class 29 contains 4817 members 
Mstep: Class 30 contains 76065 members 
Mstep: Class 31 contains 92622 members 
Mstep: Class 32 contains 3130 members 
Mstep: Class 33 contains 1474 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9533 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2214 members 
Mstep: Class 39 contains 473 members 
Mstep: Class 40 contains 2043 members 
Entering Unmasked Estep 
Score: -111772560.000000 Penalty: 89247.812500
Splitting cluster 8 changes total score from -111773328.000000 to -111772560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (4596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Entering Unmasked Estep 
Score: -556152.500000 Penalty: 1370.353027
	Iteration 0F: 2 clusters Score -556152.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -552427.437500 Penalty: 2740.706055
	Iteration 0F: 3 clusters Score -552427.4 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -553456.312500 Penalty: 2740.706055
	Iteration 1F: 3 clusters Score -553456.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -553654.312500 Penalty: 2740.706055
	Iteration 2F: 3 clusters Score -553654.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -553777.125000 Penalty: 2740.706055
	Iteration 3F: 3 clusters Score -553777.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -553876.687500 Penalty: 2740.706055
	Iteration 4Q: 3 clusters Score -553876.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -553947.375000 Penalty: 2740.706055
	Iteration 5Q: 3 clusters Score -553947.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -554006.625000 Penalty: 2740.706055
	Iteration 6Q: 3 clusters Score -554006.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -554055.062500 Penalty: 2740.706055
	Iteration 7Q: 3 clusters Score -554055.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -554090.750000 Penalty: 2740.706055
	Iteration 8Q: 3 clusters Score -554090.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -554121.687500 Penalty: 2740.706055
	Iteration 9Q: 3 clusters Score -554121.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -554139.687500 Penalty: 2740.706055
	Iteration 10Q: 3 clusters Score -554139.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -554153.625000 Penalty: 2740.706055
	Iteration 11Q: 3 clusters Score -554153.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -554167.312500 Penalty: 2740.706055
	Iteration 12Q: 3 clusters Score -554167.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -554181.937500 Penalty: 2740.706055
	Iteration 13Q: 3 clusters Score -554181.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -554197.187500 Penalty: 2740.706055
	Iteration 14Q: 3 clusters Score -554197.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -554207.250000 Penalty: 2740.706055
	Iteration 15Q: 3 clusters Score -554207.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -554215.375000 Penalty: 2740.706055
	Iteration 16Q: 3 clusters Score -554215.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -554223.687500 Penalty: 2740.706055
	Iteration 17Q: 3 clusters Score -554223.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -554227.812500 Penalty: 2740.706055
	Iteration 18Q: 3 clusters Score -554227.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -554234.375000 Penalty: 2740.706055
	Iteration 19Q: 3 clusters Score -554234.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -554240.937500 Penalty: 2740.706055
	Iteration 20F: 3 clusters Score -554240.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -554244.812500 Penalty: 2740.706055
	Iteration 21Q: 3 clusters Score -554244.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -554248.812500 Penalty: 2740.706055
	Iteration 22Q: 3 clusters Score -554248.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -554252.687500 Penalty: 2740.706055
	Iteration 23Q: 3 clusters Score -554252.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -554255.937500 Penalty: 2740.706055
	Iteration 24Q: 3 clusters Score -554255.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -554259.000000 Penalty: 2740.706055
	Iteration 25Q: 3 clusters Score -554259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -554263.625000 Penalty: 2740.706055
	Iteration 26Q: 3 clusters Score -554263.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -554270.000000 Penalty: 2740.706055
	Iteration 27Q: 3 clusters Score -554270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -554273.500000 Penalty: 2740.706055
	Iteration 28Q: 3 clusters Score -554273.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -554276.375000 Penalty: 2740.706055
	Iteration 29Q: 3 clusters Score -554276.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -554277.562500 Penalty: 2740.706055
	Iteration 30Q: 3 clusters Score -554277.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -554280.750000 Penalty: 2740.706055
	Iteration 31Q: 3 clusters Score -554280.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -554285.062500 Penalty: 2740.706055
	Iteration 32Q: 3 clusters Score -554285.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -554287.062500 Penalty: 2740.706055
	Iteration 33Q: 3 clusters Score -554287.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -554289.750000 Penalty: 2740.706055
	Iteration 34Q: 3 clusters Score -554289.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -554292.562500 Penalty: 2740.706055
	Iteration 35Q: 3 clusters Score -554292.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -554294.687500 Penalty: 2740.706055
	Iteration 36Q: 3 clusters Score -554294.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -554296.000000 Penalty: 2740.706055
	Iteration 37Q: 3 clusters Score -554296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -554299.000000 Penalty: 2740.706055
	Iteration 38Q: 3 clusters Score -554299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -554301.187500 Penalty: 2740.706055
	Iteration 39Q: 3 clusters Score -554301.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -554303.125000 Penalty: 2740.706055
	Iteration 40F: 3 clusters Score -554303.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -554304.937500 Penalty: 2740.706055
	Iteration 41Q: 3 clusters Score -554304.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -554306.562500 Penalty: 2740.706055
	Iteration 42Q: 3 clusters Score -554306.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -554309.437500 Penalty: 2740.706055
	Iteration 43Q: 3 clusters Score -554309.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -554309.875000 Penalty: 2740.706055
	Iteration 44Q: 3 clusters Score -554309.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -554310.375000 Penalty: 2740.706055
	Iteration 45Q: 3 clusters Score -554310.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -554310.625000 Penalty: 2740.706055
	Iteration 46Q: 3 clusters Score -554310.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -554310.125000 Penalty: 2740.706055
	Iteration 47Q: 3 clusters Score -554310.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -554311.500000 Penalty: 2740.706055
	Iteration 48Q: 3 clusters Score -554311.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -554311.875000 Penalty: 2740.706055
	Iteration 49Q: 3 clusters Score -554311.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -554312.125000 Penalty: 2740.706055
	Iteration 50Q: 3 clusters Score -554312.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -554312.625000 Penalty: 2740.706055
	Iteration 51Q: 3 clusters Score -554312.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -554313.000000 Penalty: 2740.706055
	Iteration 52Q: 3 clusters Score -554313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -554312.875000 Penalty: 2740.706055
	Iteration 53Q: 3 clusters Score -554312.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -554312.875000 Penalty: 2740.706055
	Iteration 54F: 3 clusters Score -554312.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Entering Unmasked Estep 
Score: -174571.312500 Penalty: 1177.997437
	Iteration 0F: 2 clusters Score -174571.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -172885.109375 Penalty: 2355.994873
	Iteration 0F: 3 clusters Score -172885.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -173202.187500 Penalty: 2355.994873
	Iteration 1F: 3 clusters Score -173202.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -173301.906250 Penalty: 2355.994873
	Iteration 2F: 3 clusters Score -173301.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -173351.359375 Penalty: 2355.994873
	Iteration 3Q: 3 clusters Score -173351.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -173383.375000 Penalty: 2355.994873
	Iteration 4Q: 3 clusters Score -173383.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -173404.890625 Penalty: 2355.994873
	Iteration 5Q: 3 clusters Score -173404.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -173424.906250 Penalty: 2355.994873
	Iteration 6Q: 3 clusters Score -173424.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -173439.328125 Penalty: 2355.994873
	Iteration 7Q: 3 clusters Score -173439.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -173449.343750 Penalty: 2355.994873
	Iteration 8Q: 3 clusters Score -173449.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -173466.265625 Penalty: 2355.994873
	Iteration 9Q: 3 clusters Score -173466.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -173500.984375 Penalty: 2355.994873
	Iteration 10Q: 3 clusters Score -173501 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -173550.468750 Penalty: 2355.994873
	Iteration 11Q: 3 clusters Score -173550.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -173655.281250 Penalty: 2355.994873
	Iteration 12Q: 3 clusters Score -173655.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -173792.156250 Penalty: 2355.994873
	Iteration 13Q: 3 clusters Score -173792.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -173960.984375 Penalty: 2355.994873
	Iteration 14F: 3 clusters Score -173961 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -174086.718750 Penalty: 2355.994873
	Iteration 15F: 3 clusters Score -174086.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -174169.375000 Penalty: 2355.994873
	Iteration 16Q: 3 clusters Score -174169.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -174229.687500 Penalty: 2355.994873
	Iteration 17Q: 3 clusters Score -174229.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -174270.703125 Penalty: 2355.994873
	Iteration 18Q: 3 clusters Score -174270.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -174297.609375 Penalty: 2355.994873
	Iteration 19Q: 3 clusters Score -174297.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -174328.343750 Penalty: 2355.994873
	Iteration 20F: 3 clusters Score -174328.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -174352.640625 Penalty: 2355.994873
	Iteration 21Q: 3 clusters Score -174352.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -174372.296875 Penalty: 2355.994873
	Iteration 22Q: 3 clusters Score -174372.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -174392.734375 Penalty: 2355.994873
	Iteration 23Q: 3 clusters Score -174392.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -174406.093750 Penalty: 2355.994873
	Iteration 24Q: 3 clusters Score -174406.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -174413.171875 Penalty: 2355.994873
	Iteration 25Q: 3 clusters Score -174413.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -174421.593750 Penalty: 2355.994873
	Iteration 26Q: 3 clusters Score -174421.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -174427.906250 Penalty: 2355.994873
	Iteration 27Q: 3 clusters Score -174427.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -174438.828125 Penalty: 2355.994873
	Iteration 28Q: 3 clusters Score -174438.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -174444.437500 Penalty: 2355.994873
	Iteration 29Q: 3 clusters Score -174444.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -174445.453125 Penalty: 2355.994873
	Iteration 30Q: 3 clusters Score -174445.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -174445.671875 Penalty: 2355.994873
	Iteration 31Q: 3 clusters Score -174445.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -174445.671875 Penalty: 2355.994873
	Iteration 32F: 3 clusters Score -174445.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Entering Unmasked Estep 
Score: -1714494.000000 Penalty: 1548.806763
	Iteration 0F: 2 clusters Score -1714494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1704907.250000 Penalty: 3097.613525
	Iteration 0F: 3 clusters Score -1704907 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1708554.125000 Penalty: 3097.613525
	Iteration 1F: 3 clusters Score -1708554 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1709359.875000 Penalty: 3097.613525
	Iteration 2F: 3 clusters Score -1709360 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1710201.750000 Penalty: 3097.613525
	Iteration 3F: 3 clusters Score -1710202 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1710834.000000 Penalty: 3097.613525
	Iteration 4F: 3 clusters Score -1710834 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1711376.375000 Penalty: 3097.613525
	Iteration 5F: 3 clusters Score -1711376 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1711870.875000 Penalty: 3097.613525
	Iteration 6F: 3 clusters Score -1711871 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1712326.750000 Penalty: 3097.613525
	Iteration 7F: 3 clusters Score -1712327 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1712687.875000 Penalty: 3097.613525
	Iteration 8Q: 3 clusters Score -1712688 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1712947.875000 Penalty: 3097.613525
	Iteration 9Q: 3 clusters Score -1712948 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1713163.875000 Penalty: 3097.613525
	Iteration 10Q: 3 clusters Score -1713164 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1713339.000000 Penalty: 3097.613525
	Iteration 11Q: 3 clusters Score -1713339 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1713483.250000 Penalty: 3097.613525
	Iteration 12Q: 3 clusters Score -1713483 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1713585.000000 Penalty: 3097.613525
	Iteration 13Q: 3 clusters Score -1713585 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1713673.375000 Penalty: 3097.613525
	Iteration 14Q: 3 clusters Score -1713673 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1713742.000000 Penalty: 3097.613525
	Iteration 15Q: 3 clusters Score -1713742 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1713776.375000 Penalty: 3097.613525
	Iteration 16Q: 3 clusters Score -1713776 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1713819.250000 Penalty: 3097.613525
	Iteration 17Q: 3 clusters Score -1713819 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1713845.625000 Penalty: 3097.613525
	Iteration 18Q: 3 clusters Score -1713846 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1713876.875000 Penalty: 3097.613525
	Iteration 19Q: 3 clusters Score -1713877 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1713911.375000 Penalty: 3097.613525
	Iteration 20F: 3 clusters Score -1713911 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1713936.125000 Penalty: 3097.613525
	Iteration 21Q: 3 clusters Score -1713936 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1713948.750000 Penalty: 3097.613525
	Iteration 22Q: 3 clusters Score -1713949 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1713967.875000 Penalty: 3097.613525
	Iteration 23Q: 3 clusters Score -1713968 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1713980.875000 Penalty: 3097.613525
	Iteration 24Q: 3 clusters Score -1713981 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1713995.125000 Penalty: 3097.613525
	Iteration 25Q: 3 clusters Score -1713995 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1714012.500000 Penalty: 3097.613525
	Iteration 26Q: 3 clusters Score -1714012 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1714020.750000 Penalty: 3097.613525
	Iteration 27Q: 3 clusters Score -1714021 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1714030.625000 Penalty: 3097.613525
	Iteration 28Q: 3 clusters Score -1714031 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1714038.000000 Penalty: 3097.613525
	Iteration 29Q: 3 clusters Score -1714038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1714042.250000 Penalty: 3097.613525
	Iteration 30Q: 3 clusters Score -1714042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1714049.000000 Penalty: 3097.613525
	Iteration 31Q: 3 clusters Score -1714049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1714049.625000 Penalty: 3097.613525
	Iteration 32Q: 3 clusters Score -1714050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1714053.375000 Penalty: 3097.613525
	Iteration 33Q: 3 clusters Score -1714053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1714055.500000 Penalty: 3097.613525
	Iteration 34Q: 3 clusters Score -1714056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1714062.000000 Penalty: 3097.613525
	Iteration 35Q: 3 clusters Score -1714062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1714064.625000 Penalty: 3097.613525
	Iteration 36Q: 3 clusters Score -1714065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1714069.125000 Penalty: 3097.613525
	Iteration 37Q: 3 clusters Score -1714069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1714072.375000 Penalty: 3097.613525
	Iteration 38Q: 3 clusters Score -1714072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1714071.000000 Penalty: 3097.613525
	Iteration 39Q: 3 clusters Score -1714071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1714075.750000 Penalty: 3097.613525
	Iteration 40F: 3 clusters Score -1714076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1714085.250000 Penalty: 3097.613525
	Iteration 41Q: 3 clusters Score -1714085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1714088.750000 Penalty: 3097.613525
	Iteration 42Q: 3 clusters Score -1714089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1714089.500000 Penalty: 3097.613525
	Iteration 43Q: 3 clusters Score -1714090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1714092.375000 Penalty: 3097.613525
	Iteration 44Q: 3 clusters Score -1714092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1714097.375000 Penalty: 3097.613525
	Iteration 45Q: 3 clusters Score -1714097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1714096.250000 Penalty: 3097.613525
	Iteration 46Q: 3 clusters Score -1714096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1714101.125000 Penalty: 3097.613525
	Iteration 47Q: 3 clusters Score -1714101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1714098.375000 Penalty: 3097.613525
	Iteration 48Q: 3 clusters Score -1714098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1714101.125000 Penalty: 3097.613525
	Iteration 49Q: 3 clusters Score -1714101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1714104.750000 Penalty: 3097.613525
	Iteration 50Q: 3 clusters Score -1714105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1714108.375000 Penalty: 3097.613525
	Iteration 51Q: 3 clusters Score -1714108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1714107.625000 Penalty: 3097.613525
	Iteration 52Q: 3 clusters Score -1714108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1714109.250000 Penalty: 3097.613525
	Iteration 53Q: 3 clusters Score -1714109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1714107.750000 Penalty: 3097.613525
	Iteration 54Q: 3 clusters Score -1714108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1714107.875000 Penalty: 3097.613525
	Iteration 55Q: 3 clusters Score -1714108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1714110.250000 Penalty: 3097.613525
	Iteration 56Q: 3 clusters Score -1714110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1714113.875000 Penalty: 3097.613525
	Iteration 57Q: 3 clusters Score -1714114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1714113.875000 Penalty: 3097.613525
	Iteration 58F: 3 clusters Score -1714114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -26884.195312 Penalty: 954.219177
	Iteration 0F: 2 clusters Score -26884.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26274.042969 Penalty: 1908.438354
	Iteration 0F: 3 clusters Score -26274.04 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -26897.369141 Penalty: 1908.438354
	Iteration 1F: 3 clusters Score -26897.37 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -27124.917969 Penalty: 1908.438354
	Iteration 2F: 3 clusters Score -27124.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -27256.980469 Penalty: 1908.438354
	Iteration 3Q: 3 clusters Score -27256.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27371.373047 Penalty: 1908.438354
	Iteration 4Q: 3 clusters Score -27371.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27427.855469 Penalty: 1908.438354
	Iteration 5Q: 3 clusters Score -27427.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27451.201172 Penalty: 1908.438354
	Iteration 6Q: 3 clusters Score -27451.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27455.044922 Penalty: 1908.438354
	Iteration 7Q: 3 clusters Score -27455.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27455.044922 Penalty: 1908.438354
	Iteration 8F: 3 clusters Score -27455.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21875 members 
Mstep: Class 4 contains 20549 members 
Mstep: Class 5 contains 9954 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4494 members 
Mstep: Class 9 contains 4596 members 
Mstep: Class 10 contains 1407 members 
Mstep: Class 11 contains 13782 members 
Mstep: Class 12 contains 154 members 
Mstep: Class 13 contains 38077 members 
Mstep: Class 14 contains 53052 members 
Mstep: Class 15 contains 9305 members 
Mstep: Class 16 contains 8674 members 
Mstep: Class 17 contains 109180 members 
Mstep: Class 18 contains 3534 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 53096 members 
Mstep: Class 21 contains 6690 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 71682 members 
Mstep: Class 24 contains 97190 members 
Mstep: Class 25 contains 72411 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102931 members 
Mstep: Class 29 contains 4817 members 
Mstep: Class 30 contains 76065 members 
Mstep: Class 31 contains 92622 members 
Mstep: Class 32 contains 3130 members 
Mstep: Class 33 contains 1474 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9533 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2214 members 
Mstep: Class 39 contains 473 members 
Mstep: Class 40 contains 201 members 
Entering Unmasked Estep 
Score: -111772528.000000 Penalty: 89247.812500
Splitting cluster 12 changes total score from -111773328.000000 to -111772528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (38077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Entering Unmasked Estep 
Score: -4733166.500000 Penalty: 1713.947021
	Iteration 0F: 2 clusters Score -4733166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -4707685.500000 Penalty: 3427.894043
	Iteration 0F: 3 clusters Score -4707686 nChanged 17699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -4717550.500000 Penalty: 3427.894043
	Iteration 1F: 3 clusters Score -4717550 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -4717951.500000 Penalty: 3427.894043
	Iteration 2Q: 3 clusters Score -4717952 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -4718464.000000 Penalty: 3427.894043
	Iteration 3Q: 3 clusters Score -4718464 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -4719156.000000 Penalty: 3427.894043
	Iteration 4Q: 3 clusters Score -4719156 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -4720063.500000 Penalty: 3427.894043
	Iteration 5Q: 3 clusters Score -4720064 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -4721335.500000 Penalty: 3427.894043
	Iteration 6F: 3 clusters Score -4721336 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -4722910.000000 Penalty: 3427.894043
	Iteration 7F: 3 clusters Score -4722910 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -4724637.500000 Penalty: 3427.894043
	Iteration 8F: 3 clusters Score -4724638 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -4726573.500000 Penalty: 3427.894043
	Iteration 9F: 3 clusters Score -4726574 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -4728295.500000 Penalty: 3427.894043
	Iteration 10F: 3 clusters Score -4728296 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -4729595.500000 Penalty: 3427.894043
	Iteration 11Q: 3 clusters Score -4729596 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -4730429.500000 Penalty: 3427.894043
	Iteration 12Q: 3 clusters Score -4730430 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -4730887.000000 Penalty: 3427.894043
	Iteration 13Q: 3 clusters Score -4730887 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -4731201.500000 Penalty: 3427.894043
	Iteration 14Q: 3 clusters Score -4731202 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -4731359.500000 Penalty: 3427.894043
	Iteration 15Q: 3 clusters Score -4731360 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -4731479.000000 Penalty: 3427.894043
	Iteration 16Q: 3 clusters Score -4731479 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -4731536.000000 Penalty: 3427.894043
	Iteration 17Q: 3 clusters Score -4731536 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -4731581.000000 Penalty: 3427.894043
	Iteration 18Q: 3 clusters Score -4731581 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -4731618.500000 Penalty: 3427.894043
	Iteration 19Q: 3 clusters Score -4731618 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -4731648.500000 Penalty: 3427.894043
	Iteration 20F: 3 clusters Score -4731648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -4731666.500000 Penalty: 3427.894043
	Iteration 21Q: 3 clusters Score -4731666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -4731680.500000 Penalty: 3427.894043
	Iteration 22Q: 3 clusters Score -4731680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -4731701.000000 Penalty: 3427.894043
	Iteration 23Q: 3 clusters Score -4731701 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -4731719.000000 Penalty: 3427.894043
	Iteration 24Q: 3 clusters Score -4731719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -4731736.500000 Penalty: 3427.894043
	Iteration 25Q: 3 clusters Score -4731736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -4731745.000000 Penalty: 3427.894043
	Iteration 26Q: 3 clusters Score -4731745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -4731748.000000 Penalty: 3427.894043
	Iteration 27Q: 3 clusters Score -4731748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -4731749.500000 Penalty: 3427.894043
	Iteration 28Q: 3 clusters Score -4731750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -4731755.000000 Penalty: 3427.894043
	Iteration 29Q: 3 clusters Score -4731755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -4731752.000000 Penalty: 3427.894043
	Iteration 30Q: 3 clusters Score -4731752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -4731764.500000 Penalty: 3427.894043
	Iteration 31Q: 3 clusters Score -4731764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -4731762.500000 Penalty: 3427.894043
	Iteration 32Q: 3 clusters Score -4731762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -4731769.000000 Penalty: 3427.894043
	Iteration 33Q: 3 clusters Score -4731769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -4731769.500000 Penalty: 3427.894043
	Iteration 34Q: 3 clusters Score -4731770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -4731777.000000 Penalty: 3427.894043
	Iteration 35Q: 3 clusters Score -4731777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -4731777.500000 Penalty: 3427.894043
	Iteration 36Q: 3 clusters Score -4731778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -4731777.500000 Penalty: 3427.894043
	Iteration 37F: 3 clusters Score -4731778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (53052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53052 members 
Entering Unmasked Estep 
Score: -6426286.000000 Penalty: 1767.842041
	Iteration 0F: 2 clusters Score -6426286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -6390763.000000 Penalty: 3535.684082
	Iteration 0F: 3 clusters Score -6390763 nChanged 24920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -6404981.000000 Penalty: 3535.684082
	Iteration 1F: 3 clusters Score -6404981 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -6405641.500000 Penalty: 3535.684082
	Iteration 2Q: 3 clusters Score -6405642 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -6406380.000000 Penalty: 3535.684082
	Iteration 3Q: 3 clusters Score -6406380 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -6407077.000000 Penalty: 3535.684082
	Iteration 4Q: 3 clusters Score -6407077 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -6407793.000000 Penalty: 3535.684082
	Iteration 5Q: 3 clusters Score -6407793 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -6408602.500000 Penalty: 3535.684082
	Iteration 6Q: 3 clusters Score -6408602 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -6409594.500000 Penalty: 3535.684082
	Iteration 7Q: 3 clusters Score -6409594 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -6410858.500000 Penalty: 3535.684082
	Iteration 8Q: 3 clusters Score -6410858 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -6412662.500000 Penalty: 3535.684082
	Iteration 9F: 3 clusters Score -6412662 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -6414906.000000 Penalty: 3535.684082
	Iteration 10F: 3 clusters Score -6414906 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -6417337.500000 Penalty: 3535.684082
	Iteration 11F: 3 clusters Score -6417338 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44949 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -6419465.000000 Penalty: 3535.684082
	Iteration 12Q: 3 clusters Score -6419465 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -6421003.000000 Penalty: 3535.684082
	Iteration 13Q: 3 clusters Score -6421003 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48058 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -6422064.000000 Penalty: 3535.684082
	Iteration 14Q: 3 clusters Score -6422064 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49110 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -6422974.000000 Penalty: 3535.684082
	Iteration 15Q: 3 clusters Score -6422974 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49931 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -6423723.500000 Penalty: 3535.684082
	Iteration 16Q: 3 clusters Score -6423724 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -6424288.000000 Penalty: 3535.684082
	Iteration 17Q: 3 clusters Score -6424288 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -6424668.500000 Penalty: 3535.684082
	Iteration 18Q: 3 clusters Score -6424668 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50988 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6424998.500000 Penalty: 3535.684082
	Iteration 19Q: 3 clusters Score -6424998 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51069 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -6425198.000000 Penalty: 3535.684082
	Iteration 20F: 3 clusters Score -6425198 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -6425362.000000 Penalty: 3535.684082
	Iteration 21Q: 3 clusters Score -6425362 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51124 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -6425435.500000 Penalty: 3535.684082
	Iteration 22Q: 3 clusters Score -6425436 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -6425503.000000 Penalty: 3535.684082
	Iteration 23Q: 3 clusters Score -6425503 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51171 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -6425522.000000 Penalty: 3535.684082
	Iteration 24Q: 3 clusters Score -6425522 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51182 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -6425539.500000 Penalty: 3535.684082
	Iteration 25Q: 3 clusters Score -6425540 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -6425559.500000 Penalty: 3535.684082
	Iteration 26Q: 3 clusters Score -6425560 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51168 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -6425576.500000 Penalty: 3535.684082
	Iteration 27Q: 3 clusters Score -6425576 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51152 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6425583.000000 Penalty: 3535.684082
	Iteration 28Q: 3 clusters Score -6425583 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51129 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -6425592.000000 Penalty: 3535.684082
	Iteration 29Q: 3 clusters Score -6425592 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -6425594.500000 Penalty: 3535.684082
	Iteration 30Q: 3 clusters Score -6425594 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -6425598.500000 Penalty: 3535.684082
	Iteration 31Q: 3 clusters Score -6425598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51095 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -6425603.500000 Penalty: 3535.684082
	Iteration 32Q: 3 clusters Score -6425604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51094 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -6425615.500000 Penalty: 3535.684082
	Iteration 33Q: 3 clusters Score -6425616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51086 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -6425623.500000 Penalty: 3535.684082
	Iteration 34Q: 3 clusters Score -6425624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -6425619.000000 Penalty: 3535.684082
	Iteration 35Q: 3 clusters Score -6425619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51072 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6425630.500000 Penalty: 3535.684082
	Iteration 36Q: 3 clusters Score -6425630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -6425618.500000 Penalty: 3535.684082
	Iteration 37Q: 3 clusters Score -6425618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -6425616.500000 Penalty: 3535.684082
	Iteration 38Q: 3 clusters Score -6425616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51073 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -6425621.000000 Penalty: 3535.684082
	Iteration 39Q: 3 clusters Score -6425621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -6425625.000000 Penalty: 3535.684082
	Iteration 40F: 3 clusters Score -6425625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -6425617.000000 Penalty: 3535.684082
	Iteration 41Q: 3 clusters Score -6425617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -6425626.500000 Penalty: 3535.684082
	Iteration 42Q: 3 clusters Score -6425626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -6425626.500000 Penalty: 3535.684082
	Iteration 43Q: 3 clusters Score -6425626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -6425622.000000 Penalty: 3535.684082
	Iteration 44Q: 3 clusters Score -6425622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51073 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -6425620.500000 Penalty: 3535.684082
	Iteration 45Q: 3 clusters Score -6425620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51073 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -6425618.000000 Penalty: 3535.684082
	Iteration 46Q: 3 clusters Score -6425618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51073 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -6425615.500000 Penalty: 3535.684082
	Iteration 47Q: 3 clusters Score -6425616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51071 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -6425614.500000 Penalty: 3535.684082
	Iteration 48Q: 3 clusters Score -6425614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51070 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -6425618.000000 Penalty: 3535.684082
	Iteration 49Q: 3 clusters Score -6425618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51071 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -6425612.500000 Penalty: 3535.684082
	Iteration 50Q: 3 clusters Score -6425612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51071 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -6425617.500000 Penalty: 3535.684082
	Iteration 51Q: 3 clusters Score -6425618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51072 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6425615.500000 Penalty: 3535.684082
	Iteration 52Q: 3 clusters Score -6425616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51072 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6425615.500000 Penalty: 3535.684082
	Iteration 53F: 3 clusters Score -6425616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Entering Unmasked Estep 
Score: -1161692.000000 Penalty: 1484.974976
	Iteration 0F: 2 clusters Score -1161692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1154931.250000 Penalty: 2969.949951
	Iteration 0F: 3 clusters Score -1154931 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1157109.625000 Penalty: 2969.949951
	Iteration 1F: 3 clusters Score -1157110 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1157365.750000 Penalty: 2969.949951
	Iteration 2F: 3 clusters Score -1157366 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1157641.625000 Penalty: 2969.949951
	Iteration 3F: 3 clusters Score -1157642 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1157940.625000 Penalty: 2969.949951
	Iteration 4F: 3 clusters Score -1157941 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1158265.125000 Penalty: 2969.949951
	Iteration 5F: 3 clusters Score -1158265 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1158669.000000 Penalty: 2969.949951
	Iteration 6F: 3 clusters Score -1158669 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1159120.500000 Penalty: 2969.949951
	Iteration 7F: 3 clusters Score -1159120 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1159565.750000 Penalty: 2969.949951
	Iteration 8F: 3 clusters Score -1159566 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1159958.375000 Penalty: 2969.949951
	Iteration 9F: 3 clusters Score -1159958 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1160253.125000 Penalty: 2969.949951
	Iteration 10Q: 3 clusters Score -1160253 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1160421.125000 Penalty: 2969.949951
	Iteration 11Q: 3 clusters Score -1160421 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1160498.625000 Penalty: 2969.949951
	Iteration 12Q: 3 clusters Score -1160499 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1160548.125000 Penalty: 2969.949951
	Iteration 13Q: 3 clusters Score -1160548 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1160578.125000 Penalty: 2969.949951
	Iteration 14Q: 3 clusters Score -1160578 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1160597.750000 Penalty: 2969.949951
	Iteration 15Q: 3 clusters Score -1160598 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1160609.500000 Penalty: 2969.949951
	Iteration 16Q: 3 clusters Score -1160610 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1160622.875000 Penalty: 2969.949951
	Iteration 17Q: 3 clusters Score -1160623 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1160630.250000 Penalty: 2969.949951
	Iteration 18Q: 3 clusters Score -1160630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1160643.500000 Penalty: 2969.949951
	Iteration 19Q: 3 clusters Score -1160644 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1160653.875000 Penalty: 2969.949951
	Iteration 20F: 3 clusters Score -1160654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1160658.250000 Penalty: 2969.949951
	Iteration 21Q: 3 clusters Score -1160658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1160657.375000 Penalty: 2969.949951
	Iteration 22Q: 3 clusters Score -1160657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1160660.500000 Penalty: 2969.949951
	Iteration 23Q: 3 clusters Score -1160660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1160665.375000 Penalty: 2969.949951
	Iteration 24Q: 3 clusters Score -1160665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1160664.000000 Penalty: 2969.949951
	Iteration 25Q: 3 clusters Score -1160664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1160665.375000 Penalty: 2969.949951
	Iteration 26Q: 3 clusters Score -1160665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1160666.625000 Penalty: 2969.949951
	Iteration 27Q: 3 clusters Score -1160667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1160669.625000 Penalty: 2969.949951
	Iteration 28Q: 3 clusters Score -1160670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1160671.500000 Penalty: 2969.949951
	Iteration 29Q: 3 clusters Score -1160672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1160672.500000 Penalty: 2969.949951
	Iteration 30Q: 3 clusters Score -1160672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1160674.625000 Penalty: 2969.949951
	Iteration 31Q: 3 clusters Score -1160675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1160675.375000 Penalty: 2969.949951
	Iteration 32Q: 3 clusters Score -1160675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1160678.125000 Penalty: 2969.949951
	Iteration 33Q: 3 clusters Score -1160678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1160678.125000 Penalty: 2969.949951
	Iteration 34Q: 3 clusters Score -1160678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1160678.500000 Penalty: 2969.949951
	Iteration 35Q: 3 clusters Score -1160678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1160679.750000 Penalty: 2969.949951
	Iteration 36Q: 3 clusters Score -1160680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1160679.375000 Penalty: 2969.949951
	Iteration 37Q: 3 clusters Score -1160679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1160680.625000 Penalty: 2969.949951
	Iteration 38Q: 3 clusters Score -1160681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1160681.750000 Penalty: 2969.949951
	Iteration 39Q: 3 clusters Score -1160682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1160679.875000 Penalty: 2969.949951
	Iteration 40F: 3 clusters Score -1160680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1160681.875000 Penalty: 2969.949951
	Iteration 41Q: 3 clusters Score -1160682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1160682.625000 Penalty: 2969.949951
	Iteration 42Q: 3 clusters Score -1160683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1160680.375000 Penalty: 2969.949951
	Iteration 43Q: 3 clusters Score -1160680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1160681.250000 Penalty: 2969.949951
	Iteration 44Q: 3 clusters Score -1160681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1160684.125000 Penalty: 2969.949951
	Iteration 45Q: 3 clusters Score -1160684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1160683.875000 Penalty: 2969.949951
	Iteration 46Q: 3 clusters Score -1160684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1160687.125000 Penalty: 2969.949951
	Iteration 47Q: 3 clusters Score -1160687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1160686.875000 Penalty: 2969.949951
	Iteration 48Q: 3 clusters Score -1160687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1160688.875000 Penalty: 2969.949951
	Iteration 49Q: 3 clusters Score -1160689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1160689.625000 Penalty: 2969.949951
	Iteration 50Q: 3 clusters Score -1160690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1160691.625000 Penalty: 2969.949951
	Iteration 51Q: 3 clusters Score -1160692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1160690.250000 Penalty: 2969.949951
	Iteration 52Q: 3 clusters Score -1160690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1160696.125000 Penalty: 2969.949951
	Iteration 53Q: 3 clusters Score -1160696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1160696.500000 Penalty: 2969.949951
	Iteration 54Q: 3 clusters Score -1160696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1160696.125000 Penalty: 2969.949951
	Iteration 55Q: 3 clusters Score -1160696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1160695.375000 Penalty: 2969.949951
	Iteration 56Q: 3 clusters Score -1160695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1160696.625000 Penalty: 2969.949951
	Iteration 57Q: 3 clusters Score -1160697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1160696.625000 Penalty: 2969.949951
	Iteration 58F: 3 clusters Score -1160697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Entering Unmasked Estep 
Score: -1020823.312500 Penalty: 1473.563965
	Iteration 0F: 2 clusters Score -1020823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1014540.375000 Penalty: 2947.127930
	Iteration 0F: 3 clusters Score -1014540 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1016740.812500 Penalty: 2947.127930
	Iteration 1F: 3 clusters Score -1016741 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1017352.937500 Penalty: 2947.127930
	Iteration 2F: 3 clusters Score -1017353 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1017990.625000 Penalty: 2947.127930
	Iteration 3F: 3 clusters Score -1017991 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1018579.750000 Penalty: 2947.127930
	Iteration 4F: 3 clusters Score -1018580 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1019076.062500 Penalty: 2947.127930
	Iteration 5F: 3 clusters Score -1019076 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1019457.625000 Penalty: 2947.127930
	Iteration 6F: 3 clusters Score -1019458 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1019726.312500 Penalty: 2947.127930
	Iteration 7Q: 3 clusters Score -1019726 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1019890.562500 Penalty: 2947.127930
	Iteration 8Q: 3 clusters Score -1019891 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1020020.375000 Penalty: 2947.127930
	Iteration 9Q: 3 clusters Score -1020020 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1020181.062500 Penalty: 2947.127930
	Iteration 10Q: 3 clusters Score -1020181 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1020342.437500 Penalty: 2947.127930
	Iteration 11Q: 3 clusters Score -1020342 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1020439.625000 Penalty: 2947.127930
	Iteration 12Q: 3 clusters Score -1020440 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1020485.437500 Penalty: 2947.127930
	Iteration 13Q: 3 clusters Score -1020485 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1020515.250000 Penalty: 2947.127930
	Iteration 14Q: 3 clusters Score -1020515 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1020529.312500 Penalty: 2947.127930
	Iteration 15Q: 3 clusters Score -1020529 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1020535.812500 Penalty: 2947.127930
	Iteration 16Q: 3 clusters Score -1020536 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1020542.625000 Penalty: 2947.127930
	Iteration 17Q: 3 clusters Score -1020543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1020543.875000 Penalty: 2947.127930
	Iteration 18Q: 3 clusters Score -1020544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1020542.750000 Penalty: 2947.127930
	Iteration 19Q: 3 clusters Score -1020543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1020542.187500 Penalty: 2947.127930
	Iteration 20F: 3 clusters Score -1020542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1020542.750000 Penalty: 2947.127930
	Iteration 21Q: 3 clusters Score -1020543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1020544.250000 Penalty: 2947.127930
	Iteration 22Q: 3 clusters Score -1020544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1020545.000000 Penalty: 2947.127930
	Iteration 23Q: 3 clusters Score -1020545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1020545.625000 Penalty: 2947.127930
	Iteration 24Q: 3 clusters Score -1020546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1020545.625000 Penalty: 2947.127930
	Iteration 25F: 3 clusters Score -1020546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (109180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109180 members 
Entering Unmasked Estep 
Score: -13713019.000000 Penalty: 1885.122314
	Iteration 0F: 2 clusters Score -1.371302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54694 members 
Mstep: Class 2 contains 54486 members 
Entering Unmasked Estep 
Score: -13643992.000000 Penalty: 3770.244629
	Iteration 0F: 3 clusters Score -1.364399e+07 nChanged 52461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57667 members 
Mstep: Class 2 contains 51513 members 
Entering Unmasked Estep 
Score: -13675437.000000 Penalty: 3770.244629
	Iteration 1F: 3 clusters Score -1.367544e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59053 members 
Mstep: Class 2 contains 50127 members 
Entering Unmasked Estep 
Score: -13677908.000000 Penalty: 3770.244629
	Iteration 2F: 3 clusters Score -1.367791e+07 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60725 members 
Mstep: Class 2 contains 48455 members 
Entering Unmasked Estep 
Score: -13681437.000000 Penalty: 3770.244629
	Iteration 3F: 3 clusters Score -1.368144e+07 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62541 members 
Mstep: Class 2 contains 46639 members 
Entering Unmasked Estep 
Score: -13687022.000000 Penalty: 3770.244629
	Iteration 4F: 3 clusters Score -1.368702e+07 nChanged 9214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63915 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -13695178.000000 Penalty: 3770.244629
	Iteration 5F: 3 clusters Score -1.369518e+07 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64111 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -13701202.000000 Penalty: 3770.244629
	Iteration 6F: 3 clusters Score -1.37012e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63318 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -13703201.000000 Penalty: 3770.244629
	Iteration 7F: 3 clusters Score -1.37032e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62140 members 
Mstep: Class 2 contains 47040 members 
Entering Unmasked Estep 
Score: -13703766.000000 Penalty: 3770.244629
	Iteration 8Q: 3 clusters Score -1.370377e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60879 members 
Mstep: Class 2 contains 48301 members 
Entering Unmasked Estep 
Score: -13704117.000000 Penalty: 3770.244629
	Iteration 9Q: 3 clusters Score -1.370412e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59526 members 
Mstep: Class 2 contains 49654 members 
Entering Unmasked Estep 
Score: -13704409.000000 Penalty: 3770.244629
	Iteration 10Q: 3 clusters Score -1.370441e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58037 members 
Mstep: Class 2 contains 51143 members 
Entering Unmasked Estep 
Score: -13704627.000000 Penalty: 3770.244629
	Iteration 11Q: 3 clusters Score -1.370463e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 52760 members 
Entering Unmasked Estep 
Score: -13704765.000000 Penalty: 3770.244629
	Iteration 12Q: 3 clusters Score -1.370476e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54649 members 
Mstep: Class 2 contains 54531 members 
Entering Unmasked Estep 
Score: -13704878.000000 Penalty: 3770.244629
	Iteration 13Q: 3 clusters Score -1.370488e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 56463 members 
Entering Unmasked Estep 
Score: -13704982.000000 Penalty: 3770.244629
	Iteration 14Q: 3 clusters Score -1.370498e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50716 members 
Mstep: Class 2 contains 58464 members 
Entering Unmasked Estep 
Score: -13705007.000000 Penalty: 3770.244629
	Iteration 15Q: 3 clusters Score -1.370501e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48665 members 
Mstep: Class 2 contains 60515 members 
Entering Unmasked Estep 
Score: -13704974.000000 Penalty: 3770.244629
	Iteration 16Q: 3 clusters Score -1.370497e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 62629 members 
Entering Unmasked Estep 
Score: -13704935.000000 Penalty: 3770.244629
	Iteration 17Q: 3 clusters Score -1.370494e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 64867 members 
Entering Unmasked Estep 
Score: -13704720.000000 Penalty: 3770.244629
	Iteration 18Q: 3 clusters Score -1.370472e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 67201 members 
Entering Unmasked Estep 
Score: -13704705.000000 Penalty: 3770.244629
	Iteration 19Q: 3 clusters Score -1.37047e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 69630 members 
Entering Unmasked Estep 
Score: -13704716.000000 Penalty: 3770.244629
	Iteration 20F: 3 clusters Score -1.370472e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 72163 members 
Entering Unmasked Estep 
Score: -13704690.000000 Penalty: 3770.244629
	Iteration 21Q: 3 clusters Score -1.370469e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 74676 members 
Entering Unmasked Estep 
Score: -13704624.000000 Penalty: 3770.244629
	Iteration 22Q: 3 clusters Score -1.370462e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 77290 members 
Entering Unmasked Estep 
Score: -13704686.000000 Penalty: 3770.244629
	Iteration 23Q: 3 clusters Score -1.370469e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 79969 members 
Entering Unmasked Estep 
Score: -13704862.000000 Penalty: 3770.244629
	Iteration 24Q: 3 clusters Score -1.370486e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 82668 members 
Entering Unmasked Estep 
Score: -13705066.000000 Penalty: 3770.244629
	Iteration 25Q: 3 clusters Score -1.370507e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 85476 members 
Entering Unmasked Estep 
Score: -13705502.000000 Penalty: 3770.244629
	Iteration 26Q: 3 clusters Score -1.37055e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 88456 members 
Entering Unmasked Estep 
Score: -13705887.000000 Penalty: 3770.244629
	Iteration 27Q: 3 clusters Score -1.370589e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 91556 members 
Entering Unmasked Estep 
Score: -13707730.000000 Penalty: 3770.244629
	Iteration 28Q: 3 clusters Score -1.370773e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 93891 members 
Entering Unmasked Estep 
Score: -13709023.000000 Penalty: 3770.244629
	Iteration 29Q: 3 clusters Score -1.370902e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 95777 members 
Entering Unmasked Estep 
Score: -13709859.000000 Penalty: 3770.244629
	Iteration 30Q: 3 clusters Score -1.370986e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 97306 members 
Entering Unmasked Estep 
Score: -13710452.000000 Penalty: 3770.244629
	Iteration 31Q: 3 clusters Score -1.371045e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 98554 members 
Entering Unmasked Estep 
Score: -13710935.000000 Penalty: 3770.244629
	Iteration 32Q: 3 clusters Score -1.371094e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 99612 members 
Entering Unmasked Estep 
Score: -13711265.000000 Penalty: 3770.244629
	Iteration 33Q: 3 clusters Score -1.371126e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 100488 members 
Entering Unmasked Estep 
Score: -13711475.000000 Penalty: 3770.244629
	Iteration 34Q: 3 clusters Score -1.371148e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 101257 members 
Entering Unmasked Estep 
Score: -13711651.000000 Penalty: 3770.244629
	Iteration 35Q: 3 clusters Score -1.371165e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 101919 members 
Entering Unmasked Estep 
Score: -13711746.000000 Penalty: 3770.244629
	Iteration 36Q: 3 clusters Score -1.371175e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 102507 members 
Entering Unmasked Estep 
Score: -13711752.000000 Penalty: 3770.244629
	Iteration 37Q: 3 clusters Score -1.371175e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 103037 members 
Entering Unmasked Estep 
Score: -13711717.000000 Penalty: 3770.244629
	Iteration 38Q: 3 clusters Score -1.371172e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 103466 members 
Entering Unmasked Estep 
Score: -13711677.000000 Penalty: 3770.244629
	Iteration 39Q: 3 clusters Score -1.371168e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 103825 members 
Entering Unmasked Estep 
Score: -13711702.000000 Penalty: 3770.244629
	Iteration 40F: 3 clusters Score -1.37117e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 104157 members 
Entering Unmasked Estep 
Score: -13711699.000000 Penalty: 3770.244629
	Iteration 41Q: 3 clusters Score -1.37117e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 104470 members 
Entering Unmasked Estep 
Score: -13711723.000000 Penalty: 3770.244629
	Iteration 42Q: 3 clusters Score -1.371172e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 104732 members 
Entering Unmasked Estep 
Score: -13711726.000000 Penalty: 3770.244629
	Iteration 43Q: 3 clusters Score -1.371173e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 104951 members 
Entering Unmasked Estep 
Score: -13711716.000000 Penalty: 3770.244629
	Iteration 44Q: 3 clusters Score -1.371172e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 105135 members 
Entering Unmasked Estep 
Score: -13711730.000000 Penalty: 3770.244629
	Iteration 45Q: 3 clusters Score -1.371173e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 105313 members 
Entering Unmasked Estep 
Score: -13711742.000000 Penalty: 3770.244629
	Iteration 46Q: 3 clusters Score -1.371174e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 105480 members 
Entering Unmasked Estep 
Score: -13711789.000000 Penalty: 3770.244629
	Iteration 47Q: 3 clusters Score -1.371179e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 105620 members 
Entering Unmasked Estep 
Score: -13711807.000000 Penalty: 3770.244629
	Iteration 48Q: 3 clusters Score -1.371181e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 105741 members 
Entering Unmasked Estep 
Score: -13711812.000000 Penalty: 3770.244629
	Iteration 49Q: 3 clusters Score -1.371181e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 105841 members 
Entering Unmasked Estep 
Score: -13711801.000000 Penalty: 3770.244629
	Iteration 50Q: 3 clusters Score -1.37118e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 105944 members 
Entering Unmasked Estep 
Score: -13711824.000000 Penalty: 3770.244629
	Iteration 51Q: 3 clusters Score -1.371182e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 106041 members 
Entering Unmasked Estep 
Score: -13711812.000000 Penalty: 3770.244629
	Iteration 52Q: 3 clusters Score -1.371181e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 106132 members 
Entering Unmasked Estep 
Score: -13711820.000000 Penalty: 3770.244629
	Iteration 53Q: 3 clusters Score -1.371182e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 106217 members 
Entering Unmasked Estep 
Score: -13711819.000000 Penalty: 3770.244629
	Iteration 54Q: 3 clusters Score -1.371182e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 106294 members 
Entering Unmasked Estep 
Score: -13711829.000000 Penalty: 3770.244629
	Iteration 55Q: 3 clusters Score -1.371183e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 106359 members 
Entering Unmasked Estep 
Score: -13711827.000000 Penalty: 3770.244629
	Iteration 56Q: 3 clusters Score -1.371183e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 106407 members 
Entering Unmasked Estep 
Score: -13711835.000000 Penalty: 3770.244629
	Iteration 57Q: 3 clusters Score -1.371184e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 106457 members 
Entering Unmasked Estep 
Score: -13711857.000000 Penalty: 3770.244629
	Iteration 58Q: 3 clusters Score -1.371186e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 106513 members 
Entering Unmasked Estep 
Score: -13711852.000000 Penalty: 3770.244629
	Iteration 59Q: 3 clusters Score -1.371185e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 106566 members 
Entering Unmasked Estep 
Score: -13711849.000000 Penalty: 3770.244629
	Iteration 60F: 3 clusters Score -1.371185e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 106623 members 
Entering Unmasked Estep 
Score: -13711873.000000 Penalty: 3770.244629
	Iteration 61Q: 3 clusters Score -1.371187e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 106674 members 
Entering Unmasked Estep 
Score: -13711856.000000 Penalty: 3770.244629
	Iteration 62Q: 3 clusters Score -1.371186e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 106708 members 
Entering Unmasked Estep 
Score: -13711857.000000 Penalty: 3770.244629
	Iteration 63Q: 3 clusters Score -1.371186e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 106750 members 
Entering Unmasked Estep 
Score: -13711855.000000 Penalty: 3770.244629
	Iteration 64Q: 3 clusters Score -1.371186e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 106778 members 
Entering Unmasked Estep 
Score: -13711861.000000 Penalty: 3770.244629
	Iteration 65Q: 3 clusters Score -1.371186e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 106811 members 
Entering Unmasked Estep 
Score: -13711850.000000 Penalty: 3770.244629
	Iteration 66Q: 3 clusters Score -1.371185e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 106847 members 
Entering Unmasked Estep 
Score: -13711849.000000 Penalty: 3770.244629
	Iteration 67Q: 3 clusters Score -1.371185e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 106883 members 
Entering Unmasked Estep 
Score: -13711829.000000 Penalty: 3770.244629
	Iteration 68Q: 3 clusters Score -1.371183e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 106911 members 
Entering Unmasked Estep 
Score: -13711831.000000 Penalty: 3770.244629
	Iteration 69Q: 3 clusters Score -1.371183e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 106942 members 
Entering Unmasked Estep 
Score: -13711822.000000 Penalty: 3770.244629
	Iteration 70Q: 3 clusters Score -1.371182e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 106974 members 
Entering Unmasked Estep 
Score: -13711813.000000 Penalty: 3770.244629
	Iteration 71Q: 3 clusters Score -1.371181e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 106997 members 
Entering Unmasked Estep 
Score: -13711832.000000 Penalty: 3770.244629
	Iteration 72Q: 3 clusters Score -1.371183e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 107017 members 
Entering Unmasked Estep 
Score: -13711849.000000 Penalty: 3770.244629
	Iteration 73Q: 3 clusters Score -1.371185e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 107028 members 
Entering Unmasked Estep 
Score: -13711855.000000 Penalty: 3770.244629
	Iteration 74Q: 3 clusters Score -1.371186e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 107038 members 
Entering Unmasked Estep 
Score: -13711847.000000 Penalty: 3770.244629
	Iteration 75Q: 3 clusters Score -1.371185e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 107047 members 
Entering Unmasked Estep 
Score: -13711862.000000 Penalty: 3770.244629
	Iteration 76Q: 3 clusters Score -1.371186e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 107059 members 
Entering Unmasked Estep 
Score: -13711856.000000 Penalty: 3770.244629
	Iteration 77Q: 3 clusters Score -1.371186e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 107063 members 
Entering Unmasked Estep 
Score: -13711867.000000 Penalty: 3770.244629
	Iteration 78Q: 3 clusters Score -1.371187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 107070 members 
Entering Unmasked Estep 
Score: -13711869.000000 Penalty: 3770.244629
	Iteration 79Q: 3 clusters Score -1.371187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 107075 members 
Entering Unmasked Estep 
Score: -13711860.000000 Penalty: 3770.244629
	Iteration 80F: 3 clusters Score -1.371186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 107077 members 
Entering Unmasked Estep 
Score: -13711861.000000 Penalty: 3770.244629
	Iteration 81Q: 3 clusters Score -1.371186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 107081 members 
Entering Unmasked Estep 
Score: -13711864.000000 Penalty: 3770.244629
	Iteration 82Q: 3 clusters Score -1.371186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 107079 members 
Entering Unmasked Estep 
Score: -13711861.000000 Penalty: 3770.244629
	Iteration 83Q: 3 clusters Score -1.371186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 107080 members 
Entering Unmasked Estep 
Score: -13711867.000000 Penalty: 3770.244629
	Iteration 84Q: 3 clusters Score -1.371187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 107082 members 
Entering Unmasked Estep 
Score: -13711864.000000 Penalty: 3770.244629
	Iteration 85Q: 3 clusters Score -1.371186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 107083 members 
Entering Unmasked Estep 
Score: -13711864.000000 Penalty: 3770.244629
	Iteration 86Q: 3 clusters Score -1.371186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 107083 members 
Entering Unmasked Estep 
Score: -13711864.000000 Penalty: 3770.244629
	Iteration 87F: 3 clusters Score -1.371186e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Entering Unmasked Estep 
Score: -419938.437500 Penalty: 1327.655273
	Iteration 0F: 2 clusters Score -419938.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -416865.781250 Penalty: 2655.310547
	Iteration 0F: 3 clusters Score -416865.8 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -417645.625000 Penalty: 2655.310547
	Iteration 1F: 3 clusters Score -417645.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -417784.531250 Penalty: 2655.310547
	Iteration 2F: 3 clusters Score -417784.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -417889.093750 Penalty: 2655.310547
	Iteration 3F: 3 clusters Score -417889.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -417956.906250 Penalty: 2655.310547
	Iteration 4Q: 3 clusters Score -417956.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -418018.375000 Penalty: 2655.310547
	Iteration 5Q: 3 clusters Score -418018.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -418075.625000 Penalty: 2655.310547
	Iteration 6Q: 3 clusters Score -418075.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -418148.250000 Penalty: 2655.310547
	Iteration 7Q: 3 clusters Score -418148.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -418233.093750 Penalty: 2655.310547
	Iteration 8Q: 3 clusters Score -418233.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -418313.500000 Penalty: 2655.310547
	Iteration 9Q: 3 clusters Score -418313.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -418388.812500 Penalty: 2655.310547
	Iteration 10Q: 3 clusters Score -418388.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -418454.718750 Penalty: 2655.310547
	Iteration 11Q: 3 clusters Score -418454.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -418507.468750 Penalty: 2655.310547
	Iteration 12Q: 3 clusters Score -418507.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -418556.687500 Penalty: 2655.310547
	Iteration 13Q: 3 clusters Score -418556.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -418606.687500 Penalty: 2655.310547
	Iteration 14Q: 3 clusters Score -418606.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -418648.812500 Penalty: 2655.310547
	Iteration 15Q: 3 clusters Score -418648.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -418682.125000 Penalty: 2655.310547
	Iteration 16Q: 3 clusters Score -418682.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -418715.375000 Penalty: 2655.310547
	Iteration 17Q: 3 clusters Score -418715.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -418741.843750 Penalty: 2655.310547
	Iteration 18Q: 3 clusters Score -418741.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -418764.406250 Penalty: 2655.310547
	Iteration 19Q: 3 clusters Score -418764.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -418787.281250 Penalty: 2655.310547
	Iteration 20F: 3 clusters Score -418787.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -418815.156250 Penalty: 2655.310547
	Iteration 21Q: 3 clusters Score -418815.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -418838.093750 Penalty: 2655.310547
	Iteration 22Q: 3 clusters Score -418838.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -418861.437500 Penalty: 2655.310547
	Iteration 23Q: 3 clusters Score -418861.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -418878.781250 Penalty: 2655.310547
	Iteration 24Q: 3 clusters Score -418878.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -418888.843750 Penalty: 2655.310547
	Iteration 25Q: 3 clusters Score -418888.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -418894.187500 Penalty: 2655.310547
	Iteration 26Q: 3 clusters Score -418894.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -418900.781250 Penalty: 2655.310547
	Iteration 27Q: 3 clusters Score -418900.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -418909.843750 Penalty: 2655.310547
	Iteration 28Q: 3 clusters Score -418909.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -418913.187500 Penalty: 2655.310547
	Iteration 29Q: 3 clusters Score -418913.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -418917.312500 Penalty: 2655.310547
	Iteration 30Q: 3 clusters Score -418917.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -418921.500000 Penalty: 2655.310547
	Iteration 31Q: 3 clusters Score -418921.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -418924.906250 Penalty: 2655.310547
	Iteration 32Q: 3 clusters Score -418924.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -418928.812500 Penalty: 2655.310547
	Iteration 33Q: 3 clusters Score -418928.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -418929.968750 Penalty: 2655.310547
	Iteration 34Q: 3 clusters Score -418930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -418933.187500 Penalty: 2655.310547
	Iteration 35Q: 3 clusters Score -418933.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -418934.531250 Penalty: 2655.310547
	Iteration 36Q: 3 clusters Score -418934.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -418935.562500 Penalty: 2655.310547
	Iteration 37Q: 3 clusters Score -418935.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -418935.562500 Penalty: 2655.310547
	Iteration 38F: 3 clusters Score -418935.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Entering Unmasked Estep 
Score: -1227480.000000 Penalty: 1492.432861
	Iteration 0F: 2 clusters Score -1227480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1220531.875000 Penalty: 2984.865723
	Iteration 0F: 3 clusters Score -1220532 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1222716.375000 Penalty: 2984.865723
	Iteration 1F: 3 clusters Score -1222716 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1222975.125000 Penalty: 2984.865723
	Iteration 2F: 3 clusters Score -1222975 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1223198.375000 Penalty: 2984.865723
	Iteration 3F: 3 clusters Score -1223198 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1223403.875000 Penalty: 2984.865723
	Iteration 4Q: 3 clusters Score -1223404 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1223634.500000 Penalty: 2984.865723
	Iteration 5Q: 3 clusters Score -1223634 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1223859.625000 Penalty: 2984.865723
	Iteration 6Q: 3 clusters Score -1223860 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1224093.125000 Penalty: 2984.865723
	Iteration 7Q: 3 clusters Score -1224093 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1224357.000000 Penalty: 2984.865723
	Iteration 8Q: 3 clusters Score -1224357 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1224624.125000 Penalty: 2984.865723
	Iteration 9Q: 3 clusters Score -1224624 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1224909.125000 Penalty: 2984.865723
	Iteration 10Q: 3 clusters Score -1224909 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1225200.875000 Penalty: 2984.865723
	Iteration 11Q: 3 clusters Score -1225201 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1225424.750000 Penalty: 2984.865723
	Iteration 12Q: 3 clusters Score -1225425 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1225593.750000 Penalty: 2984.865723
	Iteration 13Q: 3 clusters Score -1225594 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1225716.625000 Penalty: 2984.865723
	Iteration 14Q: 3 clusters Score -1225717 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1225803.625000 Penalty: 2984.865723
	Iteration 15Q: 3 clusters Score -1225804 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1225889.500000 Penalty: 2984.865723
	Iteration 16Q: 3 clusters Score -1225890 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1225964.375000 Penalty: 2984.865723
	Iteration 17Q: 3 clusters Score -1225964 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1226037.875000 Penalty: 2984.865723
	Iteration 18Q: 3 clusters Score -1226038 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1226086.375000 Penalty: 2984.865723
	Iteration 19Q: 3 clusters Score -1226086 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1226129.125000 Penalty: 2984.865723
	Iteration 20F: 3 clusters Score -1226129 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1226159.375000 Penalty: 2984.865723
	Iteration 21Q: 3 clusters Score -1226159 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1226184.000000 Penalty: 2984.865723
	Iteration 22Q: 3 clusters Score -1226184 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1226207.625000 Penalty: 2984.865723
	Iteration 23Q: 3 clusters Score -1226208 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1226230.875000 Penalty: 2984.865723
	Iteration 24Q: 3 clusters Score -1226231 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1226255.750000 Penalty: 2984.865723
	Iteration 25Q: 3 clusters Score -1226256 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1226281.875000 Penalty: 2984.865723
	Iteration 26Q: 3 clusters Score -1226282 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1226302.625000 Penalty: 2984.865723
	Iteration 27Q: 3 clusters Score -1226303 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1226325.125000 Penalty: 2984.865723
	Iteration 28Q: 3 clusters Score -1226325 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1226345.125000 Penalty: 2984.865723
	Iteration 29Q: 3 clusters Score -1226345 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1226367.125000 Penalty: 2984.865723
	Iteration 30Q: 3 clusters Score -1226367 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1226390.875000 Penalty: 2984.865723
	Iteration 31Q: 3 clusters Score -1226391 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1226416.625000 Penalty: 2984.865723
	Iteration 32Q: 3 clusters Score -1226417 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1226430.750000 Penalty: 2984.865723
	Iteration 33Q: 3 clusters Score -1226431 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1226444.000000 Penalty: 2984.865723
	Iteration 34Q: 3 clusters Score -1226444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1226449.500000 Penalty: 2984.865723
	Iteration 35Q: 3 clusters Score -1226450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1226458.000000 Penalty: 2984.865723
	Iteration 36Q: 3 clusters Score -1226458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1226462.375000 Penalty: 2984.865723
	Iteration 37Q: 3 clusters Score -1226462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1226465.500000 Penalty: 2984.865723
	Iteration 38Q: 3 clusters Score -1226466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1226467.875000 Penalty: 2984.865723
	Iteration 39Q: 3 clusters Score -1226468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1226469.500000 Penalty: 2984.865723
	Iteration 40F: 3 clusters Score -1226470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1226474.750000 Penalty: 2984.865723
	Iteration 41Q: 3 clusters Score -1226475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1226478.750000 Penalty: 2984.865723
	Iteration 42Q: 3 clusters Score -1226479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1226488.500000 Penalty: 2984.865723
	Iteration 43Q: 3 clusters Score -1226488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1226490.500000 Penalty: 2984.865723
	Iteration 44Q: 3 clusters Score -1226490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1226493.625000 Penalty: 2984.865723
	Iteration 45Q: 3 clusters Score -1226494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1226493.750000 Penalty: 2984.865723
	Iteration 46Q: 3 clusters Score -1226494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1226500.250000 Penalty: 2984.865723
	Iteration 47Q: 3 clusters Score -1226500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1226506.875000 Penalty: 2984.865723
	Iteration 48Q: 3 clusters Score -1226507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1226509.000000 Penalty: 2984.865723
	Iteration 49Q: 3 clusters Score -1226509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1226509.250000 Penalty: 2984.865723
	Iteration 50Q: 3 clusters Score -1226509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1226511.875000 Penalty: 2984.865723
	Iteration 51Q: 3 clusters Score -1226512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1226513.375000 Penalty: 2984.865723
	Iteration 52Q: 3 clusters Score -1226513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1226512.000000 Penalty: 2984.865723
	Iteration 53Q: 3 clusters Score -1226512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1226513.625000 Penalty: 2984.865723
	Iteration 54Q: 3 clusters Score -1226514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1226512.875000 Penalty: 2984.865723
	Iteration 55Q: 3 clusters Score -1226513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1226512.875000 Penalty: 2984.865723
	Iteration 56F: 3 clusters Score -1226513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (53096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53096 members 
Entering Unmasked Estep 
Score: -6761183.500000 Penalty: 1767.976807
	Iteration 0F: 2 clusters Score -6761184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -6725602.000000 Penalty: 3535.953613
	Iteration 0F: 3 clusters Score -6725602 nChanged 24984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -6739838.000000 Penalty: 3535.953613
	Iteration 1F: 3 clusters Score -6739838 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -6740312.500000 Penalty: 3535.953613
	Iteration 2Q: 3 clusters Score -6740312 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -6740813.000000 Penalty: 3535.953613
	Iteration 3Q: 3 clusters Score -6740813 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -6741483.000000 Penalty: 3535.953613
	Iteration 4Q: 3 clusters Score -6741483 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -6742351.500000 Penalty: 3535.953613
	Iteration 5Q: 3 clusters Score -6742352 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -6743719.000000 Penalty: 3535.953613
	Iteration 6F: 3 clusters Score -6743719 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -6745841.500000 Penalty: 3535.953613
	Iteration 7F: 3 clusters Score -6745842 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -6748774.000000 Penalty: 3535.953613
	Iteration 8F: 3 clusters Score -6748774 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -6752310.000000 Penalty: 3535.953613
	Iteration 9F: 3 clusters Score -6752310 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -6755530.500000 Penalty: 3535.953613
	Iteration 10F: 3 clusters Score -6755530 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49999 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -6757546.000000 Penalty: 3535.953613
	Iteration 11Q: 3 clusters Score -6757546 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -6758588.000000 Penalty: 3535.953613
	Iteration 12Q: 3 clusters Score -6758588 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -6759167.000000 Penalty: 3535.953613
	Iteration 13Q: 3 clusters Score -6759167 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52047 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6759467.000000 Penalty: 3535.953613
	Iteration 14Q: 3 clusters Score -6759467 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52181 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6759665.000000 Penalty: 3535.953613
	Iteration 15Q: 3 clusters Score -6759665 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52264 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6759795.500000 Penalty: 3535.953613
	Iteration 16Q: 3 clusters Score -6759796 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6759835.500000 Penalty: 3535.953613
	Iteration 17Q: 3 clusters Score -6759836 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52327 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -6759865.000000 Penalty: 3535.953613
	Iteration 18Q: 3 clusters Score -6759865 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52337 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6759875.500000 Penalty: 3535.953613
	Iteration 19Q: 3 clusters Score -6759876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52350 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -6759891.000000 Penalty: 3535.953613
	Iteration 20F: 3 clusters Score -6759891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52353 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -6759901.500000 Penalty: 3535.953613
	Iteration 21Q: 3 clusters Score -6759902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6759916.000000 Penalty: 3535.953613
	Iteration 22Q: 3 clusters Score -6759916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6759914.500000 Penalty: 3535.953613
	Iteration 23Q: 3 clusters Score -6759914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52359 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -6759920.500000 Penalty: 3535.953613
	Iteration 24Q: 3 clusters Score -6759920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52361 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -6759919.000000 Penalty: 3535.953613
	Iteration 25Q: 3 clusters Score -6759919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52362 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -6759919.000000 Penalty: 3535.953613
	Iteration 26Q: 3 clusters Score -6759919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52363 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6759922.500000 Penalty: 3535.953613
	Iteration 27Q: 3 clusters Score -6759922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52365 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6759923.000000 Penalty: 3535.953613
	Iteration 28Q: 3 clusters Score -6759923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52365 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6759923.000000 Penalty: 3535.953613
	Iteration 29F: 3 clusters Score -6759923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Entering Unmasked Estep 
Score: -834360.187500 Penalty: 1431.359863
	Iteration 0F: 2 clusters Score -834360.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -829352.312500 Penalty: 2862.719727
	Iteration 0F: 3 clusters Score -829352.3 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -831178.500000 Penalty: 2862.719727
	Iteration 1F: 3 clusters Score -831178.5 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -831877.312500 Penalty: 2862.719727
	Iteration 2F: 3 clusters Score -831877.3 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -832466.312500 Penalty: 2862.719727
	Iteration 3F: 3 clusters Score -832466.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -832862.437500 Penalty: 2862.719727
	Iteration 4F: 3 clusters Score -832862.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -833163.937500 Penalty: 2862.719727
	Iteration 5F: 3 clusters Score -833163.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -833372.312500 Penalty: 2862.719727
	Iteration 6F: 3 clusters Score -833372.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -833513.187500 Penalty: 2862.719727
	Iteration 7Q: 3 clusters Score -833513.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -833630.125000 Penalty: 2862.719727
	Iteration 8Q: 3 clusters Score -833630.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -833732.000000 Penalty: 2862.719727
	Iteration 9Q: 3 clusters Score -833732 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -833804.875000 Penalty: 2862.719727
	Iteration 10Q: 3 clusters Score -833804.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -833874.375000 Penalty: 2862.719727
	Iteration 11Q: 3 clusters Score -833874.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -833921.937500 Penalty: 2862.719727
	Iteration 12Q: 3 clusters Score -833921.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -833966.562500 Penalty: 2862.719727
	Iteration 13Q: 3 clusters Score -833966.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -833991.375000 Penalty: 2862.719727
	Iteration 14Q: 3 clusters Score -833991.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -834002.437500 Penalty: 2862.719727
	Iteration 15Q: 3 clusters Score -834002.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -834010.437500 Penalty: 2862.719727
	Iteration 16Q: 3 clusters Score -834010.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -834017.625000 Penalty: 2862.719727
	Iteration 17Q: 3 clusters Score -834017.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -834020.125000 Penalty: 2862.719727
	Iteration 18Q: 3 clusters Score -834020.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -834023.875000 Penalty: 2862.719727
	Iteration 19Q: 3 clusters Score -834023.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -834025.062500 Penalty: 2862.719727
	Iteration 20F: 3 clusters Score -834025.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -834025.687500 Penalty: 2862.719727
	Iteration 21Q: 3 clusters Score -834025.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -834028.125000 Penalty: 2862.719727
	Iteration 22Q: 3 clusters Score -834028.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -834030.875000 Penalty: 2862.719727
	Iteration 23Q: 3 clusters Score -834030.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -834033.562500 Penalty: 2862.719727
	Iteration 24Q: 3 clusters Score -834033.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -834036.500000 Penalty: 2862.719727
	Iteration 25Q: 3 clusters Score -834036.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -834037.250000 Penalty: 2862.719727
	Iteration 26Q: 3 clusters Score -834037.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -834037.625000 Penalty: 2862.719727
	Iteration 27Q: 3 clusters Score -834037.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -834037.625000 Penalty: 2862.719727
	Iteration 28F: 3 clusters Score -834037.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -64829.195312 Penalty: 1046.394409
	Iteration 0F: 2 clusters Score -64829.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63724.550781 Penalty: 2092.788818
	Iteration 0F: 3 clusters Score -63724.55 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -64021.964844 Penalty: 2092.788818
	Iteration 1F: 3 clusters Score -64021.96 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -64168.160156 Penalty: 2092.788818
	Iteration 2F: 3 clusters Score -64168.16 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -64295.433594 Penalty: 2092.788818
	Iteration 3F: 3 clusters Score -64295.43 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -64414.832031 Penalty: 2092.788818
	Iteration 4F: 3 clusters Score -64414.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -64501.000000 Penalty: 2092.788818
	Iteration 5Q: 3 clusters Score -64501 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -64562.316406 Penalty: 2092.788818
	Iteration 6Q: 3 clusters Score -64562.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -64587.679688 Penalty: 2092.788818
	Iteration 7Q: 3 clusters Score -64587.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -64594.976562 Penalty: 2092.788818
	Iteration 8Q: 3 clusters Score -64594.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -64594.976562 Penalty: 2092.788818
	Iteration 9F: 3 clusters Score -64594.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (71682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71682 members 
Entering Unmasked Estep 
Score: -8913779.000000 Penalty: 1816.749146
	Iteration 0F: 2 clusters Score -8913779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -8865641.000000 Penalty: 3633.498291
	Iteration 0F: 3 clusters Score -8865641 nChanged 34280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -8885173.000000 Penalty: 3633.498291
	Iteration 1F: 3 clusters Score -8885173 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -8885730.000000 Penalty: 3633.498291
	Iteration 2Q: 3 clusters Score -8885730 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -8886558.000000 Penalty: 3633.498291
	Iteration 3Q: 3 clusters Score -8886558 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -8887725.000000 Penalty: 3633.498291
	Iteration 4Q: 3 clusters Score -8887725 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -8889699.000000 Penalty: 3633.498291
	Iteration 5F: 3 clusters Score -8889699 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -8892942.000000 Penalty: 3633.498291
	Iteration 6F: 3 clusters Score -8892942 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56641 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -8897821.000000 Penalty: 3633.498291
	Iteration 7F: 3 clusters Score -8897821 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62509 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -8903487.000000 Penalty: 3633.498291
	Iteration 8F: 3 clusters Score -8903487 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67137 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -8908093.000000 Penalty: 3633.498291
	Iteration 9F: 3 clusters Score -8908093 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69751 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -8910649.000000 Penalty: 3633.498291
	Iteration 10Q: 3 clusters Score -8910649 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70839 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -8911598.000000 Penalty: 3633.498291
	Iteration 11Q: 3 clusters Score -8911598 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71214 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8911957.000000 Penalty: 3633.498291
	Iteration 12Q: 3 clusters Score -8911957 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71334 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8912106.000000 Penalty: 3633.498291
	Iteration 13Q: 3 clusters Score -8912106 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71390 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8912150.000000 Penalty: 3633.498291
	Iteration 14Q: 3 clusters Score -8912150 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71424 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8912195.000000 Penalty: 3633.498291
	Iteration 15Q: 3 clusters Score -8912195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71434 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8912208.000000 Penalty: 3633.498291
	Iteration 16Q: 3 clusters Score -8912208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71441 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8912231.000000 Penalty: 3633.498291
	Iteration 17Q: 3 clusters Score -8912231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71453 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8912240.000000 Penalty: 3633.498291
	Iteration 18Q: 3 clusters Score -8912240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71459 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8912255.000000 Penalty: 3633.498291
	Iteration 19Q: 3 clusters Score -8912255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71465 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8912265.000000 Penalty: 3633.498291
	Iteration 20F: 3 clusters Score -8912265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71469 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8912278.000000 Penalty: 3633.498291
	Iteration 21Q: 3 clusters Score -8912278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71471 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8912279.000000 Penalty: 3633.498291
	Iteration 22Q: 3 clusters Score -8912279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71474 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8912283.000000 Penalty: 3633.498291
	Iteration 23Q: 3 clusters Score -8912283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71474 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8912283.000000 Penalty: 3633.498291
	Iteration 24F: 3 clusters Score -8912283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (97190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97190 members 
Entering Unmasked Estep 
Score: -12185018.000000 Penalty: 1866.218628
	Iteration 0F: 2 clusters Score -1.218502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48600 members 
Mstep: Class 2 contains 48590 members 
Entering Unmasked Estep 
Score: -12121303.000000 Penalty: 3732.437256
	Iteration 0F: 3 clusters Score -1.21213e+07 nChanged 46318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 49202 members 
Entering Unmasked Estep 
Score: -12148374.000000 Penalty: 3732.437256
	Iteration 1F: 3 clusters Score -1.214837e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
Score: -12149370.000000 Penalty: 3732.437256
	Iteration 2Q: 3 clusters Score -1.214937e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 50454 members 
Entering Unmasked Estep 
Score: -12150387.000000 Penalty: 3732.437256
	Iteration 3Q: 3 clusters Score -1.215039e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 51655 members 
Entering Unmasked Estep 
Score: -12151846.000000 Penalty: 3732.437256
	Iteration 4Q: 3 clusters Score -1.215185e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 53391 members 
Entering Unmasked Estep 
Score: -12153861.000000 Penalty: 3732.437256
	Iteration 5Q: 3 clusters Score -1.215386e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 55747 members 
Entering Unmasked Estep 
Score: -12156945.000000 Penalty: 3732.437256
	Iteration 6F: 3 clusters Score -1.215694e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 58678 members 
Entering Unmasked Estep 
Score: -12160914.000000 Penalty: 3732.437256
	Iteration 7F: 3 clusters Score -1.216091e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 61829 members 
Entering Unmasked Estep 
Score: -12165625.000000 Penalty: 3732.437256
	Iteration 8F: 3 clusters Score -1.216562e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 64648 members 
Entering Unmasked Estep 
Score: -12169976.000000 Penalty: 3732.437256
	Iteration 9F: 3 clusters Score -1.216998e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 66768 members 
Entering Unmasked Estep 
Score: -12172388.000000 Penalty: 3732.437256
	Iteration 10Q: 3 clusters Score -1.217239e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 68428 members 
Entering Unmasked Estep 
Score: -12173511.000000 Penalty: 3732.437256
	Iteration 11Q: 3 clusters Score -1.217351e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 70037 members 
Entering Unmasked Estep 
Score: -12174308.000000 Penalty: 3732.437256
	Iteration 12Q: 3 clusters Score -1.217431e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 71644 members 
Entering Unmasked Estep 
Score: -12174974.000000 Penalty: 3732.437256
	Iteration 13Q: 3 clusters Score -1.217497e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 73230 members 
Entering Unmasked Estep 
Score: -12175635.000000 Penalty: 3732.437256
	Iteration 14Q: 3 clusters Score -1.217564e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 74837 members 
Entering Unmasked Estep 
Score: -12176348.000000 Penalty: 3732.437256
	Iteration 15Q: 3 clusters Score -1.217635e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 76393 members 
Entering Unmasked Estep 
Score: -12176863.000000 Penalty: 3732.437256
	Iteration 16Q: 3 clusters Score -1.217686e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 77844 members 
Entering Unmasked Estep 
Score: -12177514.000000 Penalty: 3732.437256
	Iteration 17Q: 3 clusters Score -1.217751e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 79229 members 
Entering Unmasked Estep 
Score: -12178084.000000 Penalty: 3732.437256
	Iteration 18Q: 3 clusters Score -1.217808e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 80562 members 
Entering Unmasked Estep 
Score: -12178663.000000 Penalty: 3732.437256
	Iteration 19Q: 3 clusters Score -1.217866e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 81832 members 
Entering Unmasked Estep 
Score: -12179228.000000 Penalty: 3732.437256
	Iteration 20F: 3 clusters Score -1.217923e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 83028 members 
Entering Unmasked Estep 
Score: -12179643.000000 Penalty: 3732.437256
	Iteration 21Q: 3 clusters Score -1.217964e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 84145 members 
Entering Unmasked Estep 
Score: -12180073.000000 Penalty: 3732.437256
	Iteration 22Q: 3 clusters Score -1.218007e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 85241 members 
Entering Unmasked Estep 
Score: -12180533.000000 Penalty: 3732.437256
	Iteration 23Q: 3 clusters Score -1.218053e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 86262 members 
Entering Unmasked Estep 
Score: -12180938.000000 Penalty: 3732.437256
	Iteration 24Q: 3 clusters Score -1.218094e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 87191 members 
Entering Unmasked Estep 
Score: -12181283.000000 Penalty: 3732.437256
	Iteration 25Q: 3 clusters Score -1.218128e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 88076 members 
Entering Unmasked Estep 
Score: -12181692.000000 Penalty: 3732.437256
	Iteration 26Q: 3 clusters Score -1.218169e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 88960 members 
Entering Unmasked Estep 
Score: -12182076.000000 Penalty: 3732.437256
	Iteration 27Q: 3 clusters Score -1.218208e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 89780 members 
Entering Unmasked Estep 
Score: -12182414.000000 Penalty: 3732.437256
	Iteration 28Q: 3 clusters Score -1.218241e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 90557 members 
Entering Unmasked Estep 
Score: -12182889.000000 Penalty: 3732.437256
	Iteration 29Q: 3 clusters Score -1.218289e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 91293 members 
Entering Unmasked Estep 
Score: -12183254.000000 Penalty: 3732.437256
	Iteration 30Q: 3 clusters Score -1.218325e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 91954 members 
Entering Unmasked Estep 
Score: -12183557.000000 Penalty: 3732.437256
	Iteration 31Q: 3 clusters Score -1.218356e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 92565 members 
Entering Unmasked Estep 
Score: -12183764.000000 Penalty: 3732.437256
	Iteration 32Q: 3 clusters Score -1.218376e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 93112 members 
Entering Unmasked Estep 
Score: -12183929.000000 Penalty: 3732.437256
	Iteration 33Q: 3 clusters Score -1.218393e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 93615 members 
Entering Unmasked Estep 
Score: -12184077.000000 Penalty: 3732.437256
	Iteration 34Q: 3 clusters Score -1.218408e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 94057 members 
Entering Unmasked Estep 
Score: -12184124.000000 Penalty: 3732.437256
	Iteration 35Q: 3 clusters Score -1.218412e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 94436 members 
Entering Unmasked Estep 
Score: -12184258.000000 Penalty: 3732.437256
	Iteration 36Q: 3 clusters Score -1.218426e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 94751 members 
Entering Unmasked Estep 
Score: -12184302.000000 Penalty: 3732.437256
	Iteration 37Q: 3 clusters Score -1.21843e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 95011 members 
Entering Unmasked Estep 
Score: -12184320.000000 Penalty: 3732.437256
	Iteration 38Q: 3 clusters Score -1.218432e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 95213 members 
Entering Unmasked Estep 
Score: -12184331.000000 Penalty: 3732.437256
	Iteration 39Q: 3 clusters Score -1.218433e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 95388 members 
Entering Unmasked Estep 
Score: -12184292.000000 Penalty: 3732.437256
	Iteration 40F: 3 clusters Score -1.218429e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 95518 members 
Entering Unmasked Estep 
Score: -12184271.000000 Penalty: 3732.437256
	Iteration 41Q: 3 clusters Score -1.218427e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 95636 members 
Entering Unmasked Estep 
Score: -12184272.000000 Penalty: 3732.437256
	Iteration 42Q: 3 clusters Score -1.218427e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 95741 members 
Entering Unmasked Estep 
Score: -12184284.000000 Penalty: 3732.437256
	Iteration 43Q: 3 clusters Score -1.218428e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 95838 members 
Entering Unmasked Estep 
Score: -12184260.000000 Penalty: 3732.437256
	Iteration 44Q: 3 clusters Score -1.218426e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 95918 members 
Entering Unmasked Estep 
Score: -12184240.000000 Penalty: 3732.437256
	Iteration 45Q: 3 clusters Score -1.218424e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 95976 members 
Entering Unmasked Estep 
Score: -12184242.000000 Penalty: 3732.437256
	Iteration 46Q: 3 clusters Score -1.218424e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 96023 members 
Entering Unmasked Estep 
Score: -12184236.000000 Penalty: 3732.437256
	Iteration 47Q: 3 clusters Score -1.218424e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 96060 members 
Entering Unmasked Estep 
Score: -12184242.000000 Penalty: 3732.437256
	Iteration 48Q: 3 clusters Score -1.218424e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 96095 members 
Entering Unmasked Estep 
Score: -12184226.000000 Penalty: 3732.437256
	Iteration 49Q: 3 clusters Score -1.218423e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 96116 members 
Entering Unmasked Estep 
Score: -12184217.000000 Penalty: 3732.437256
	Iteration 50Q: 3 clusters Score -1.218422e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 96132 members 
Entering Unmasked Estep 
Score: -12184226.000000 Penalty: 3732.437256
	Iteration 51Q: 3 clusters Score -1.218423e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 96147 members 
Entering Unmasked Estep 
Score: -12184222.000000 Penalty: 3732.437256
	Iteration 52Q: 3 clusters Score -1.218422e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 96169 members 
Entering Unmasked Estep 
Score: -12184229.000000 Penalty: 3732.437256
	Iteration 53Q: 3 clusters Score -1.218423e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 96179 members 
Entering Unmasked Estep 
Score: -12184238.000000 Penalty: 3732.437256
	Iteration 54Q: 3 clusters Score -1.218424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 96189 members 
Entering Unmasked Estep 
Score: -12184241.000000 Penalty: 3732.437256
	Iteration 55Q: 3 clusters Score -1.218424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 96201 members 
Entering Unmasked Estep 
Score: -12184229.000000 Penalty: 3732.437256
	Iteration 56Q: 3 clusters Score -1.218423e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 96215 members 
Entering Unmasked Estep 
Score: -12184243.000000 Penalty: 3732.437256
	Iteration 57Q: 3 clusters Score -1.218424e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 96230 members 
Entering Unmasked Estep 
Score: -12184238.000000 Penalty: 3732.437256
	Iteration 58Q: 3 clusters Score -1.218424e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 96237 members 
Entering Unmasked Estep 
Score: -12184230.000000 Penalty: 3732.437256
	Iteration 59Q: 3 clusters Score -1.218423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 96241 members 
Entering Unmasked Estep 
Score: -12184229.000000 Penalty: 3732.437256
	Iteration 60F: 3 clusters Score -1.218423e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 96251 members 
Entering Unmasked Estep 
Score: -12184232.000000 Penalty: 3732.437256
	Iteration 61Q: 3 clusters Score -1.218423e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 96262 members 
Entering Unmasked Estep 
Score: -12184234.000000 Penalty: 3732.437256
	Iteration 62Q: 3 clusters Score -1.218423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 96268 members 
Entering Unmasked Estep 
Score: -12184233.000000 Penalty: 3732.437256
	Iteration 63Q: 3 clusters Score -1.218423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 96271 members 
Entering Unmasked Estep 
Score: -12184231.000000 Penalty: 3732.437256
	Iteration 64Q: 3 clusters Score -1.218423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 96274 members 
Entering Unmasked Estep 
Score: -12184235.000000 Penalty: 3732.437256
	Iteration 65Q: 3 clusters Score -1.218424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 96275 members 
Entering Unmasked Estep 
Score: -12184227.000000 Penalty: 3732.437256
	Iteration 66Q: 3 clusters Score -1.218423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 96277 members 
Entering Unmasked Estep 
Score: -12184233.000000 Penalty: 3732.437256
	Iteration 67Q: 3 clusters Score -1.218423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 96277 members 
Entering Unmasked Estep 
Score: -12184233.000000 Penalty: 3732.437256
	Iteration 68F: 3 clusters Score -1.218423e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (72411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72411 members 
Entering Unmasked Estep 
Score: -9172129.000000 Penalty: 1818.393433
	Iteration 0F: 2 clusters Score -9172129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -9123851.000000 Penalty: 3636.786865
	Iteration 0F: 3 clusters Score -9123851 nChanged 34171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -9143415.000000 Penalty: 3636.786865
	Iteration 1F: 3 clusters Score -9143415 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -9144139.000000 Penalty: 3636.786865
	Iteration 2Q: 3 clusters Score -9144139 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -9145007.000000 Penalty: 3636.786865
	Iteration 3Q: 3 clusters Score -9145007 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -9146143.000000 Penalty: 3636.786865
	Iteration 4Q: 3 clusters Score -9146143 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -9147855.000000 Penalty: 3636.786865
	Iteration 5Q: 3 clusters Score -9147855 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -9150376.000000 Penalty: 3636.786865
	Iteration 6F: 3 clusters Score -9150376 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 52534 members 
Entering Unmasked Estep 
Score: -9153805.000000 Penalty: 3636.786865
	Iteration 7F: 3 clusters Score -9153805 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 57276 members 
Entering Unmasked Estep 
Score: -9157856.000000 Penalty: 3636.786865
	Iteration 8F: 3 clusters Score -9157856 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 61723 members 
Entering Unmasked Estep 
Score: -9161835.000000 Penalty: 3636.786865
	Iteration 9F: 3 clusters Score -9161835 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 65289 members 
Entering Unmasked Estep 
Score: -9165046.000000 Penalty: 3636.786865
	Iteration 10Q: 3 clusters Score -9165046 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 67698 members 
Entering Unmasked Estep 
Score: -9167107.000000 Penalty: 3636.786865
	Iteration 11Q: 3 clusters Score -9167107 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 69331 members 
Entering Unmasked Estep 
Score: -9168412.000000 Penalty: 3636.786865
	Iteration 12Q: 3 clusters Score -9168412 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 70378 members 
Entering Unmasked Estep 
Score: -9169193.000000 Penalty: 3636.786865
	Iteration 13Q: 3 clusters Score -9169193 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 71042 members 
Entering Unmasked Estep 
Score: -9169692.000000 Penalty: 3636.786865
	Iteration 14Q: 3 clusters Score -9169692 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 71477 members 
Entering Unmasked Estep 
Score: -9170037.000000 Penalty: 3636.786865
	Iteration 15Q: 3 clusters Score -9170037 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 71738 members 
Entering Unmasked Estep 
Score: -9170252.000000 Penalty: 3636.786865
	Iteration 16Q: 3 clusters Score -9170252 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 71852 members 
Entering Unmasked Estep 
Score: -9170347.000000 Penalty: 3636.786865
	Iteration 17Q: 3 clusters Score -9170347 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 71919 members 
Entering Unmasked Estep 
Score: -9170424.000000 Penalty: 3636.786865
	Iteration 18Q: 3 clusters Score -9170424 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 71962 members 
Entering Unmasked Estep 
Score: -9170464.000000 Penalty: 3636.786865
	Iteration 19Q: 3 clusters Score -9170464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 71985 members 
Entering Unmasked Estep 
Score: -9170500.000000 Penalty: 3636.786865
	Iteration 20F: 3 clusters Score -9170500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 71998 members 
Entering Unmasked Estep 
Score: -9170507.000000 Penalty: 3636.786865
	Iteration 21Q: 3 clusters Score -9170507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 72011 members 
Entering Unmasked Estep 
Score: -9170520.000000 Penalty: 3636.786865
	Iteration 22Q: 3 clusters Score -9170520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 72020 members 
Entering Unmasked Estep 
Score: -9170533.000000 Penalty: 3636.786865
	Iteration 23Q: 3 clusters Score -9170533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 72030 members 
Entering Unmasked Estep 
Score: -9170546.000000 Penalty: 3636.786865
	Iteration 24Q: 3 clusters Score -9170546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 72036 members 
Entering Unmasked Estep 
Score: -9170549.000000 Penalty: 3636.786865
	Iteration 25Q: 3 clusters Score -9170549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 72043 members 
Entering Unmasked Estep 
Score: -9170552.000000 Penalty: 3636.786865
	Iteration 26Q: 3 clusters Score -9170552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 72051 members 
Entering Unmasked Estep 
Score: -9170561.000000 Penalty: 3636.786865
	Iteration 27Q: 3 clusters Score -9170561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 72056 members 
Entering Unmasked Estep 
Score: -9170562.000000 Penalty: 3636.786865
	Iteration 28Q: 3 clusters Score -9170562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 72059 members 
Entering Unmasked Estep 
Score: -9170572.000000 Penalty: 3636.786865
	Iteration 29Q: 3 clusters Score -9170572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 72062 members 
Entering Unmasked Estep 
Score: -9170577.000000 Penalty: 3636.786865
	Iteration 30Q: 3 clusters Score -9170577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 72065 members 
Entering Unmasked Estep 
Score: -9170572.000000 Penalty: 3636.786865
	Iteration 31Q: 3 clusters Score -9170572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 72069 members 
Entering Unmasked Estep 
Score: -9170577.000000 Penalty: 3636.786865
	Iteration 32Q: 3 clusters Score -9170577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 72073 members 
Entering Unmasked Estep 
Score: -9170590.000000 Penalty: 3636.786865
	Iteration 33Q: 3 clusters Score -9170590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 72076 members 
Entering Unmasked Estep 
Score: -9170580.000000 Penalty: 3636.786865
	Iteration 34Q: 3 clusters Score -9170580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 72080 members 
Entering Unmasked Estep 
Score: -9170583.000000 Penalty: 3636.786865
	Iteration 35Q: 3 clusters Score -9170583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 72080 members 
Entering Unmasked Estep 
Score: -9170583.000000 Penalty: 3636.786865
	Iteration 36F: 3 clusters Score -9170583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -45578.738281 Penalty: 1001.196167
	Iteration 0F: 2 clusters Score -45578.74 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 226 members 
Entering Unmasked Estep 
Score: -44597.347656 Penalty: 2002.392334
	Iteration 0F: 3 clusters Score -44597.35 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -44899.593750 Penalty: 2002.392334
	Iteration 1F: 3 clusters Score -44899.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45084.964844 Penalty: 2002.392334
	Iteration 2F: 3 clusters Score -45084.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -45198.035156 Penalty: 2002.392334
	Iteration 3F: 3 clusters Score -45198.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -45332.335938 Penalty: 2002.392334
	Iteration 4F: 3 clusters Score -45332.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45427.347656 Penalty: 2002.392334
	Iteration 5Q: 3 clusters Score -45427.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -45492.289062 Penalty: 2002.392334
	Iteration 6Q: 3 clusters Score -45492.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45530.851562 Penalty: 2002.392334
	Iteration 7Q: 3 clusters Score -45530.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45574.402344 Penalty: 2002.392334
	Iteration 8Q: 3 clusters Score -45574.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45615.019531 Penalty: 2002.392334
	Iteration 9Q: 3 clusters Score -45615.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45633.351562 Penalty: 2002.392334
	Iteration 10Q: 3 clusters Score -45633.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45654.480469 Penalty: 2002.392334
	Iteration 11Q: 3 clusters Score -45654.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45667.609375 Penalty: 2002.392334
	Iteration 12Q: 3 clusters Score -45667.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -45669.042969 Penalty: 2002.392334
	Iteration 13Q: 3 clusters Score -45669.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -45669.042969 Penalty: 2002.392334
	Iteration 14F: 3 clusters Score -45669.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21875 members 
Mstep: Class 4 contains 20549 members 
Mstep: Class 5 contains 9954 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4494 members 
Mstep: Class 9 contains 4596 members 
Mstep: Class 10 contains 1407 members 
Mstep: Class 11 contains 13782 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38077 members 
Mstep: Class 14 contains 53052 members 
Mstep: Class 15 contains 9305 members 
Mstep: Class 16 contains 8674 members 
Mstep: Class 17 contains 109180 members 
Mstep: Class 18 contains 3534 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 53096 members 
Mstep: Class 21 contains 6690 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 71682 members 
Mstep: Class 24 contains 97190 members 
Mstep: Class 25 contains 72411 members 
Mstep: Class 26 contains 230 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102931 members 
Mstep: Class 29 contains 4817 members 
Mstep: Class 30 contains 76065 members 
Mstep: Class 31 contains 92622 members 
Mstep: Class 32 contains 3130 members 
Mstep: Class 33 contains 1474 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9533 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2214 members 
Mstep: Class 39 contains 473 members 
Mstep: Class 40 contains 244 members 
Entering Unmasked Estep 
Score: -111772128.000000 Penalty: 89247.812500
Splitting cluster 26 changes total score from -111773328.000000 to -111772128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -18189.689453 Penalty: 927.944336
	Iteration 0F: 2 clusters Score -18189.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17537.033203 Penalty: 1855.888672
	Iteration 0F: 3 clusters Score -17537.03 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17945.353516 Penalty: 1855.888672
	Iteration 1F: 3 clusters Score -17945.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -18107.974609 Penalty: 1855.888672
	Iteration 2F: 3 clusters Score -18107.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18188.488281 Penalty: 1855.888672
	Iteration 3F: 3 clusters Score -18188.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18261.472656 Penalty: 1855.888672
	Iteration 4Q: 3 clusters Score -18261.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18349.107422 Penalty: 1855.888672
	Iteration 5Q: 3 clusters Score -18349.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18387.689453 Penalty: 1855.888672
	Iteration 6Q: 3 clusters Score -18387.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18424.357422 Penalty: 1855.888672
	Iteration 7Q: 3 clusters Score -18424.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18425.984375 Penalty: 1855.888672
	Iteration 8Q: 3 clusters Score -18425.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18428.566406 Penalty: 1855.888672
	Iteration 9Q: 3 clusters Score -18428.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18431.597656 Penalty: 1855.888672
	Iteration 10Q: 3 clusters Score -18431.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -18439.484375 Penalty: 1855.888672
	Iteration 11Q: 3 clusters Score -18439.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -18445.773438 Penalty: 1855.888672
	Iteration 12Q: 3 clusters Score -18445.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18453.917969 Penalty: 1855.888672
	Iteration 13Q: 3 clusters Score -18453.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18470.949219 Penalty: 1855.888672
	Iteration 14Q: 3 clusters Score -18470.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -18478.687500 Penalty: 1855.888672
	Iteration 15Q: 3 clusters Score -18478.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18479.818359 Penalty: 1855.888672
	Iteration 16Q: 3 clusters Score -18479.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18480.015625 Penalty: 1855.888672
	Iteration 17F: 3 clusters Score -18480.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18486.822266 Penalty: 1855.888672
	Iteration 18Q: 3 clusters Score -18486.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18495.240234 Penalty: 1855.888672
	Iteration 19Q: 3 clusters Score -18495.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18495.240234 Penalty: 1855.888672
	Iteration 20F: 3 clusters Score -18495.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21875 members 
Mstep: Class 4 contains 20549 members 
Mstep: Class 5 contains 9954 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4494 members 
Mstep: Class 9 contains 4596 members 
Mstep: Class 10 contains 1407 members 
Mstep: Class 11 contains 13782 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38077 members 
Mstep: Class 14 contains 53052 members 
Mstep: Class 15 contains 9305 members 
Mstep: Class 16 contains 8674 members 
Mstep: Class 17 contains 109180 members 
Mstep: Class 18 contains 3534 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 53096 members 
Mstep: Class 21 contains 6690 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 71682 members 
Mstep: Class 24 contains 97190 members 
Mstep: Class 25 contains 72411 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 200 members 
Mstep: Class 28 contains 102931 members 
Mstep: Class 29 contains 4817 members 
Mstep: Class 30 contains 76065 members 
Mstep: Class 31 contains 92622 members 
Mstep: Class 32 contains 3130 members 
Mstep: Class 33 contains 1474 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9533 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2214 members 
Mstep: Class 39 contains 473 members 
Mstep: Class 40 contains 102 members 
Entering Unmasked Estep 
Score: -111772296.000000 Penalty: 89247.812500
Splitting cluster 27 changes total score from -111773328.000000 to -111772296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (102931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102931 members 
Entering Unmasked Estep 
Score: -12904502.000000 Penalty: 1875.544800
	Iteration 0F: 2 clusters Score -1.29045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51231 members 
Mstep: Class 2 contains 51700 members 
Entering Unmasked Estep 
Score: -12836871.000000 Penalty: 3751.089600
	Iteration 0F: 3 clusters Score -1.283687e+07 nChanged 49438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48427 members 
Mstep: Class 2 contains 54504 members 
Entering Unmasked Estep 
Score: -12866149.000000 Penalty: 3751.089600
	Iteration 1F: 3 clusters Score -1.286615e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 55978 members 
Entering Unmasked Estep 
Score: -12867733.000000 Penalty: 3751.089600
	Iteration 2Q: 3 clusters Score -1.286773e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 57945 members 
Entering Unmasked Estep 
Score: -12870470.000000 Penalty: 3751.089600
	Iteration 3F: 3 clusters Score -1.287047e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 60368 members 
Entering Unmasked Estep 
Score: -12874722.000000 Penalty: 3751.089600
	Iteration 4F: 3 clusters Score -1.287472e+07 nChanged 9057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 62349 members 
Entering Unmasked Estep 
Score: -12880487.000000 Penalty: 3751.089600
	Iteration 5F: 3 clusters Score -1.288049e+07 nChanged 8990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 62429 members 
Entering Unmasked Estep 
Score: -12885320.000000 Penalty: 3751.089600
	Iteration 6F: 3 clusters Score -1.288532e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 60479 members 
Entering Unmasked Estep 
Score: -12887270.000000 Penalty: 3751.089600
	Iteration 7F: 3 clusters Score -1.288727e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 57864 members 
Entering Unmasked Estep 
Score: -12888212.000000 Penalty: 3751.089600
	Iteration 8Q: 3 clusters Score -1.288821e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 55095 members 
Entering Unmasked Estep 
Score: -12889168.000000 Penalty: 3751.089600
	Iteration 9Q: 3 clusters Score -1.288917e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50616 members 
Mstep: Class 2 contains 52315 members 
Entering Unmasked Estep 
Score: -12890326.000000 Penalty: 3751.089600
	Iteration 10Q: 3 clusters Score -1.289033e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52935 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -12891364.000000 Penalty: 3751.089600
	Iteration 11Q: 3 clusters Score -1.289136e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55253 members 
Mstep: Class 2 contains 47678 members 
Entering Unmasked Estep 
Score: -12892493.000000 Penalty: 3751.089600
	Iteration 12Q: 3 clusters Score -1.289249e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -12893133.000000 Penalty: 3751.089600
	Iteration 13Q: 3 clusters Score -1.289313e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57817 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -12893381.000000 Penalty: 3751.089600
	Iteration 14Q: 3 clusters Score -1.289338e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58601 members 
Mstep: Class 2 contains 44330 members 
Entering Unmasked Estep 
Score: -12893500.000000 Penalty: 3751.089600
	Iteration 15Q: 3 clusters Score -1.28935e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59443 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -12893503.000000 Penalty: 3751.089600
	Iteration 16Q: 3 clusters Score -1.28935e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -12893489.000000 Penalty: 3751.089600
	Iteration 17Q: 3 clusters Score -1.289349e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61279 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -12893440.000000 Penalty: 3751.089600
	Iteration 18Q: 3 clusters Score -1.289344e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62337 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -12893446.000000 Penalty: 3751.089600
	Iteration 19Q: 3 clusters Score -1.289345e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63561 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -12893400.000000 Penalty: 3751.089600
	Iteration 20F: 3 clusters Score -1.28934e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65067 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -12893284.000000 Penalty: 3751.089600
	Iteration 21Q: 3 clusters Score -1.289328e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66754 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -12893215.000000 Penalty: 3751.089600
	Iteration 22Q: 3 clusters Score -1.289322e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68654 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -12893045.000000 Penalty: 3751.089600
	Iteration 23Q: 3 clusters Score -1.289304e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70894 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -12893022.000000 Penalty: 3751.089600
	Iteration 24Q: 3 clusters Score -1.289302e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73513 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -12893087.000000 Penalty: 3751.089600
	Iteration 25Q: 3 clusters Score -1.289309e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76392 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -12893256.000000 Penalty: 3751.089600
	Iteration 26Q: 3 clusters Score -1.289326e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79729 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -12893562.000000 Penalty: 3751.089600
	Iteration 27Q: 3 clusters Score -1.289356e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83261 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -12894008.000000 Penalty: 3751.089600
	Iteration 28Q: 3 clusters Score -1.289401e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87359 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -12894814.000000 Penalty: 3751.089600
	Iteration 29Q: 3 clusters Score -1.289481e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91517 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -12897453.000000 Penalty: 3751.089600
	Iteration 30Q: 3 clusters Score -1.289745e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94774 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -12900350.000000 Penalty: 3751.089600
	Iteration 31Q: 3 clusters Score -1.290035e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96930 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -12901591.000000 Penalty: 3751.089600
	Iteration 32Q: 3 clusters Score -1.290159e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98394 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -12902401.000000 Penalty: 3751.089600
	Iteration 33Q: 3 clusters Score -1.29024e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99350 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -12902756.000000 Penalty: 3751.089600
	Iteration 34Q: 3 clusters Score -1.290276e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100034 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -12902975.000000 Penalty: 3751.089600
	Iteration 35Q: 3 clusters Score -1.290298e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100511 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -12903099.000000 Penalty: 3751.089600
	Iteration 36Q: 3 clusters Score -1.29031e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100872 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -12903144.000000 Penalty: 3751.089600
	Iteration 37Q: 3 clusters Score -1.290314e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101139 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -12903240.000000 Penalty: 3751.089600
	Iteration 38Q: 3 clusters Score -1.290324e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101333 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -12903268.000000 Penalty: 3751.089600
	Iteration 39Q: 3 clusters Score -1.290327e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101501 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -12903297.000000 Penalty: 3751.089600
	Iteration 40F: 3 clusters Score -1.29033e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101614 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -12903285.000000 Penalty: 3751.089600
	Iteration 41Q: 3 clusters Score -1.290328e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101712 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -12903331.000000 Penalty: 3751.089600
	Iteration 42Q: 3 clusters Score -1.290333e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101788 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -12903344.000000 Penalty: 3751.089600
	Iteration 43Q: 3 clusters Score -1.290334e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101849 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -12903373.000000 Penalty: 3751.089600
	Iteration 44Q: 3 clusters Score -1.290337e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101897 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -12903392.000000 Penalty: 3751.089600
	Iteration 45Q: 3 clusters Score -1.290339e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101936 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -12903401.000000 Penalty: 3751.089600
	Iteration 46Q: 3 clusters Score -1.29034e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101977 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -12903413.000000 Penalty: 3751.089600
	Iteration 47Q: 3 clusters Score -1.290341e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102011 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -12903397.000000 Penalty: 3751.089600
	Iteration 48Q: 3 clusters Score -1.29034e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102025 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -12903386.000000 Penalty: 3751.089600
	Iteration 49Q: 3 clusters Score -1.290339e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102041 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -12903390.000000 Penalty: 3751.089600
	Iteration 50Q: 3 clusters Score -1.290339e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102052 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -12903391.000000 Penalty: 3751.089600
	Iteration 51Q: 3 clusters Score -1.290339e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102072 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -12903398.000000 Penalty: 3751.089600
	Iteration 52Q: 3 clusters Score -1.29034e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102087 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -12903385.000000 Penalty: 3751.089600
	Iteration 53Q: 3 clusters Score -1.290338e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102098 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -12903386.000000 Penalty: 3751.089600
	Iteration 54Q: 3 clusters Score -1.290339e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102103 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -12903394.000000 Penalty: 3751.089600
	Iteration 55Q: 3 clusters Score -1.290339e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102113 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -12903395.000000 Penalty: 3751.089600
	Iteration 56Q: 3 clusters Score -1.29034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102124 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -12903391.000000 Penalty: 3751.089600
	Iteration 57Q: 3 clusters Score -1.290339e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102129 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -12903381.000000 Penalty: 3751.089600
	Iteration 58Q: 3 clusters Score -1.290338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102131 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -12903373.000000 Penalty: 3751.089600
	Iteration 59Q: 3 clusters Score -1.290337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102136 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -12903387.000000 Penalty: 3751.089600
	Iteration 60F: 3 clusters Score -1.290339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102141 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -12903379.000000 Penalty: 3751.089600
	Iteration 61Q: 3 clusters Score -1.290338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102148 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -12903372.000000 Penalty: 3751.089600
	Iteration 62Q: 3 clusters Score -1.290337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102151 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -12903380.000000 Penalty: 3751.089600
	Iteration 63Q: 3 clusters Score -1.290338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102154 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -12903368.000000 Penalty: 3751.089600
	Iteration 64Q: 3 clusters Score -1.290337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102160 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -12903369.000000 Penalty: 3751.089600
	Iteration 65Q: 3 clusters Score -1.290337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102161 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -12903365.000000 Penalty: 3751.089600
	Iteration 66Q: 3 clusters Score -1.290336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102163 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -12903369.000000 Penalty: 3751.089600
	Iteration 67Q: 3 clusters Score -1.290337e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102163 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -12903369.000000 Penalty: 3751.089600
	Iteration 68F: 3 clusters Score -1.290337e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Entering Unmasked Estep 
Score: -598021.125000 Penalty: 1377.984863
	Iteration 0F: 2 clusters Score -598021.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -594201.125000 Penalty: 2755.969727
	Iteration 0F: 3 clusters Score -594201.1 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -595347.437500 Penalty: 2755.969727
	Iteration 1F: 3 clusters Score -595347.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -595500.250000 Penalty: 2755.969727
	Iteration 2F: 3 clusters Score -595500.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -595606.125000 Penalty: 2755.969727
	Iteration 3Q: 3 clusters Score -595606.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -595685.562500 Penalty: 2755.969727
	Iteration 4Q: 3 clusters Score -595685.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -595752.562500 Penalty: 2755.969727
	Iteration 5Q: 3 clusters Score -595752.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -595814.937500 Penalty: 2755.969727
	Iteration 6Q: 3 clusters Score -595814.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -595868.062500 Penalty: 2755.969727
	Iteration 7Q: 3 clusters Score -595868.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -595915.875000 Penalty: 2755.969727
	Iteration 8Q: 3 clusters Score -595915.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -595954.937500 Penalty: 2755.969727
	Iteration 9Q: 3 clusters Score -595954.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -595997.000000 Penalty: 2755.969727
	Iteration 10Q: 3 clusters Score -595997 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -596037.812500 Penalty: 2755.969727
	Iteration 11Q: 3 clusters Score -596037.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -596081.750000 Penalty: 2755.969727
	Iteration 12Q: 3 clusters Score -596081.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -596123.187500 Penalty: 2755.969727
	Iteration 13Q: 3 clusters Score -596123.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -596171.312500 Penalty: 2755.969727
	Iteration 14Q: 3 clusters Score -596171.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -596225.812500 Penalty: 2755.969727
	Iteration 15Q: 3 clusters Score -596225.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -596283.125000 Penalty: 2755.969727
	Iteration 16Q: 3 clusters Score -596283.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -596353.687500 Penalty: 2755.969727
	Iteration 17Q: 3 clusters Score -596353.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -596421.750000 Penalty: 2755.969727
	Iteration 18Q: 3 clusters Score -596421.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -596489.937500 Penalty: 2755.969727
	Iteration 19Q: 3 clusters Score -596489.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -596562.375000 Penalty: 2755.969727
	Iteration 20F: 3 clusters Score -596562.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -596627.312500 Penalty: 2755.969727
	Iteration 21Q: 3 clusters Score -596627.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -596692.312500 Penalty: 2755.969727
	Iteration 22Q: 3 clusters Score -596692.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -596738.187500 Penalty: 2755.969727
	Iteration 23Q: 3 clusters Score -596738.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -596774.625000 Penalty: 2755.969727
	Iteration 24Q: 3 clusters Score -596774.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -596791.812500 Penalty: 2755.969727
	Iteration 25Q: 3 clusters Score -596791.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -596815.437500 Penalty: 2755.969727
	Iteration 26Q: 3 clusters Score -596815.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -596837.812500 Penalty: 2755.969727
	Iteration 27Q: 3 clusters Score -596837.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -596855.625000 Penalty: 2755.969727
	Iteration 28Q: 3 clusters Score -596855.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -596871.437500 Penalty: 2755.969727
	Iteration 29Q: 3 clusters Score -596871.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -596881.625000 Penalty: 2755.969727
	Iteration 30Q: 3 clusters Score -596881.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -596887.250000 Penalty: 2755.969727
	Iteration 31Q: 3 clusters Score -596887.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -596889.687500 Penalty: 2755.969727
	Iteration 32Q: 3 clusters Score -596889.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -596891.875000 Penalty: 2755.969727
	Iteration 33Q: 3 clusters Score -596891.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -596892.312500 Penalty: 2755.969727
	Iteration 34Q: 3 clusters Score -596892.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -596893.187500 Penalty: 2755.969727
	Iteration 35Q: 3 clusters Score -596893.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -596893.875000 Penalty: 2755.969727
	Iteration 36Q: 3 clusters Score -596893.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -596893.875000 Penalty: 2755.969727
	Iteration 37F: 3 clusters Score -596893.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (76065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76065 members 
Entering Unmasked Estep 
Score: -9264789.000000 Penalty: 1826.393311
	Iteration 0F: 2 clusters Score -9264789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -9213846.000000 Penalty: 3652.786621
	Iteration 0F: 3 clusters Score -9213846 nChanged 36269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -9234642.000000 Penalty: 3652.786621
	Iteration 1F: 3 clusters Score -9234642 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -9235222.000000 Penalty: 3652.786621
	Iteration 2Q: 3 clusters Score -9235222 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -9235944.000000 Penalty: 3652.786621
	Iteration 3Q: 3 clusters Score -9235944 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -9236722.000000 Penalty: 3652.786621
	Iteration 4Q: 3 clusters Score -9236722 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -9237628.000000 Penalty: 3652.786621
	Iteration 5Q: 3 clusters Score -9237628 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -9238811.000000 Penalty: 3652.786621
	Iteration 6Q: 3 clusters Score -9238811 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -9240110.000000 Penalty: 3652.786621
	Iteration 7Q: 3 clusters Score -9240110 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -9241611.000000 Penalty: 3652.786621
	Iteration 8Q: 3 clusters Score -9241611 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -9243568.000000 Penalty: 3652.786621
	Iteration 9Q: 3 clusters Score -9243568 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 49019 members 
Entering Unmasked Estep 
Score: -9245814.000000 Penalty: 3652.786621
	Iteration 10F: 3 clusters Score -9245814 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 51789 members 
Entering Unmasked Estep 
Score: -9248217.000000 Penalty: 3652.786621
	Iteration 11F: 3 clusters Score -9248217 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
Score: -9250360.000000 Penalty: 3652.786621
	Iteration 12Q: 3 clusters Score -9250360 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 56335 members 
Entering Unmasked Estep 
Score: -9251981.000000 Penalty: 3652.786621
	Iteration 13Q: 3 clusters Score -9251981 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 58119 members 
Entering Unmasked Estep 
Score: -9253182.000000 Penalty: 3652.786621
	Iteration 14Q: 3 clusters Score -9253182 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 59782 members 
Entering Unmasked Estep 
Score: -9254036.000000 Penalty: 3652.786621
	Iteration 15Q: 3 clusters Score -9254036 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 61374 members 
Entering Unmasked Estep 
Score: -9254765.000000 Penalty: 3652.786621
	Iteration 16Q: 3 clusters Score -9254765 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 62950 members 
Entering Unmasked Estep 
Score: -9255519.000000 Penalty: 3652.786621
	Iteration 17Q: 3 clusters Score -9255519 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 64521 members 
Entering Unmasked Estep 
Score: -9256286.000000 Penalty: 3652.786621
	Iteration 18Q: 3 clusters Score -9256286 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 66053 members 
Entering Unmasked Estep 
Score: -9257149.000000 Penalty: 3652.786621
	Iteration 19Q: 3 clusters Score -9257149 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 67497 members 
Entering Unmasked Estep 
Score: -9257923.000000 Penalty: 3652.786621
	Iteration 20F: 3 clusters Score -9257923 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 68838 members 
Entering Unmasked Estep 
Score: -9258722.000000 Penalty: 3652.786621
	Iteration 21Q: 3 clusters Score -9258722 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 70123 members 
Entering Unmasked Estep 
Score: -9259500.000000 Penalty: 3652.786621
	Iteration 22Q: 3 clusters Score -9259500 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 71300 members 
Entering Unmasked Estep 
Score: -9260410.000000 Penalty: 3652.786621
	Iteration 23Q: 3 clusters Score -9260410 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 72292 members 
Entering Unmasked Estep 
Score: -9261228.000000 Penalty: 3652.786621
	Iteration 24Q: 3 clusters Score -9261228 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 73096 members 
Entering Unmasked Estep 
Score: -9261971.000000 Penalty: 3652.786621
	Iteration 25Q: 3 clusters Score -9261971 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 73655 members 
Entering Unmasked Estep 
Score: -9262554.000000 Penalty: 3652.786621
	Iteration 26Q: 3 clusters Score -9262554 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 74044 members 
Entering Unmasked Estep 
Score: -9262883.000000 Penalty: 3652.786621
	Iteration 27Q: 3 clusters Score -9262883 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 74325 members 
Entering Unmasked Estep 
Score: -9263104.000000 Penalty: 3652.786621
	Iteration 28Q: 3 clusters Score -9263104 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 74520 members 
Entering Unmasked Estep 
Score: -9263281.000000 Penalty: 3652.786621
	Iteration 29Q: 3 clusters Score -9263281 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 74646 members 
Entering Unmasked Estep 
Score: -9263350.000000 Penalty: 3652.786621
	Iteration 30Q: 3 clusters Score -9263350 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 74740 members 
Entering Unmasked Estep 
Score: -9263405.000000 Penalty: 3652.786621
	Iteration 31Q: 3 clusters Score -9263405 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 74801 members 
Entering Unmasked Estep 
Score: -9263445.000000 Penalty: 3652.786621
	Iteration 32Q: 3 clusters Score -9263445 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 74843 members 
Entering Unmasked Estep 
Score: -9263449.000000 Penalty: 3652.786621
	Iteration 33Q: 3 clusters Score -9263449 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 74862 members 
Entering Unmasked Estep 
Score: -9263477.000000 Penalty: 3652.786621
	Iteration 34Q: 3 clusters Score -9263477 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 74886 members 
Entering Unmasked Estep 
Score: -9263497.000000 Penalty: 3652.786621
	Iteration 35Q: 3 clusters Score -9263497 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 74919 members 
Entering Unmasked Estep 
Score: -9263518.000000 Penalty: 3652.786621
	Iteration 36Q: 3 clusters Score -9263518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 74935 members 
Entering Unmasked Estep 
Score: -9263520.000000 Penalty: 3652.786621
	Iteration 37Q: 3 clusters Score -9263520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 74940 members 
Entering Unmasked Estep 
Score: -9263523.000000 Penalty: 3652.786621
	Iteration 38Q: 3 clusters Score -9263523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 74951 members 
Entering Unmasked Estep 
Score: -9263521.000000 Penalty: 3652.786621
	Iteration 39Q: 3 clusters Score -9263521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 74960 members 
Entering Unmasked Estep 
Score: -9263520.000000 Penalty: 3652.786621
	Iteration 40F: 3 clusters Score -9263520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 74963 members 
Entering Unmasked Estep 
Score: -9263532.000000 Penalty: 3652.786621
	Iteration 41Q: 3 clusters Score -9263532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 74962 members 
Entering Unmasked Estep 
Score: -9263534.000000 Penalty: 3652.786621
	Iteration 42Q: 3 clusters Score -9263534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 74968 members 
Entering Unmasked Estep 
Score: -9263542.000000 Penalty: 3652.786621
	Iteration 43Q: 3 clusters Score -9263542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 74973 members 
Entering Unmasked Estep 
Score: -9263541.000000 Penalty: 3652.786621
	Iteration 44Q: 3 clusters Score -9263541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 74980 members 
Entering Unmasked Estep 
Score: -9263545.000000 Penalty: 3652.786621
	Iteration 45Q: 3 clusters Score -9263545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 74984 members 
Entering Unmasked Estep 
Score: -9263550.000000 Penalty: 3652.786621
	Iteration 46Q: 3 clusters Score -9263550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 74987 members 
Entering Unmasked Estep 
Score: -9263558.000000 Penalty: 3652.786621
	Iteration 47Q: 3 clusters Score -9263558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 74992 members 
Entering Unmasked Estep 
Score: -9263547.000000 Penalty: 3652.786621
	Iteration 48Q: 3 clusters Score -9263547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 74993 members 
Entering Unmasked Estep 
Score: -9263549.000000 Penalty: 3652.786621
	Iteration 49Q: 3 clusters Score -9263549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 74992 members 
Entering Unmasked Estep 
Score: -9263555.000000 Penalty: 3652.786621
	Iteration 50Q: 3 clusters Score -9263555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 74992 members 
Entering Unmasked Estep 
Score: -9263555.000000 Penalty: 3652.786621
	Iteration 51F: 3 clusters Score -9263555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (92622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92622 members 
Entering Unmasked Estep 
Score: -11698239.000000 Penalty: 1858.395874
	Iteration 0F: 2 clusters Score -1.169824e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46143 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -11638181.000000 Penalty: 3716.791748
	Iteration 0F: 3 clusters Score -1.163818e+07 nChanged 44041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -11663469.000000 Penalty: 3716.791748
	Iteration 1F: 3 clusters Score -1.166347e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -11664530.000000 Penalty: 3716.791748
	Iteration 2Q: 3 clusters Score -1.166453e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 53223 members 
Entering Unmasked Estep 
Score: -11666270.000000 Penalty: 3716.791748
	Iteration 3Q: 3 clusters Score -1.166627e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 57087 members 
Entering Unmasked Estep 
Score: -11669337.000000 Penalty: 3716.791748
	Iteration 4F: 3 clusters Score -1.166934e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 62432 members 
Entering Unmasked Estep 
Score: -11674175.000000 Penalty: 3716.791748
	Iteration 5F: 3 clusters Score -1.167418e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 68791 members 
Entering Unmasked Estep 
Score: -11680821.000000 Penalty: 3716.791748
	Iteration 6F: 3 clusters Score -1.168082e+07 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 74755 members 
Entering Unmasked Estep 
Score: -11687496.000000 Penalty: 3716.791748
	Iteration 7F: 3 clusters Score -1.16875e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 78956 members 
Entering Unmasked Estep 
Score: -11692056.000000 Penalty: 3716.791748
	Iteration 8F: 3 clusters Score -1.169206e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 81364 members 
Entering Unmasked Estep 
Score: -11694492.000000 Penalty: 3716.791748
	Iteration 9Q: 3 clusters Score -1.169449e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 82942 members 
Entering Unmasked Estep 
Score: -11695650.000000 Penalty: 3716.791748
	Iteration 10Q: 3 clusters Score -1.169565e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 84202 members 
Entering Unmasked Estep 
Score: -11696292.000000 Penalty: 3716.791748
	Iteration 11Q: 3 clusters Score -1.169629e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 85226 members 
Entering Unmasked Estep 
Score: -11696753.000000 Penalty: 3716.791748
	Iteration 12Q: 3 clusters Score -1.169675e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 86098 members 
Entering Unmasked Estep 
Score: -11697071.000000 Penalty: 3716.791748
	Iteration 13Q: 3 clusters Score -1.169707e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 86809 members 
Entering Unmasked Estep 
Score: -11697320.000000 Penalty: 3716.791748
	Iteration 14Q: 3 clusters Score -1.169732e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 87452 members 
Entering Unmasked Estep 
Score: -11697496.000000 Penalty: 3716.791748
	Iteration 15Q: 3 clusters Score -1.16975e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 87958 members 
Entering Unmasked Estep 
Score: -11697575.000000 Penalty: 3716.791748
	Iteration 16Q: 3 clusters Score -1.169758e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 88387 members 
Entering Unmasked Estep 
Score: -11697624.000000 Penalty: 3716.791748
	Iteration 17Q: 3 clusters Score -1.169762e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 88736 members 
Entering Unmasked Estep 
Score: -11697681.000000 Penalty: 3716.791748
	Iteration 18Q: 3 clusters Score -1.169768e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 89048 members 
Entering Unmasked Estep 
Score: -11697746.000000 Penalty: 3716.791748
	Iteration 19Q: 3 clusters Score -1.169775e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 89325 members 
Entering Unmasked Estep 
Score: -11697718.000000 Penalty: 3716.791748
	Iteration 20F: 3 clusters Score -1.169772e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 89568 members 
Entering Unmasked Estep 
Score: -11697712.000000 Penalty: 3716.791748
	Iteration 21Q: 3 clusters Score -1.169771e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 89773 members 
Entering Unmasked Estep 
Score: -11697722.000000 Penalty: 3716.791748
	Iteration 22Q: 3 clusters Score -1.169772e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 89984 members 
Entering Unmasked Estep 
Score: -11697674.000000 Penalty: 3716.791748
	Iteration 23Q: 3 clusters Score -1.169767e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 90182 members 
Entering Unmasked Estep 
Score: -11697633.000000 Penalty: 3716.791748
	Iteration 24Q: 3 clusters Score -1.169763e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 90339 members 
Entering Unmasked Estep 
Score: -11697599.000000 Penalty: 3716.791748
	Iteration 25Q: 3 clusters Score -1.16976e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 90492 members 
Entering Unmasked Estep 
Score: -11697581.000000 Penalty: 3716.791748
	Iteration 26Q: 3 clusters Score -1.169758e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 90629 members 
Entering Unmasked Estep 
Score: -11697541.000000 Penalty: 3716.791748
	Iteration 27Q: 3 clusters Score -1.169754e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 90753 members 
Entering Unmasked Estep 
Score: -11697529.000000 Penalty: 3716.791748
	Iteration 28Q: 3 clusters Score -1.169753e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 90853 members 
Entering Unmasked Estep 
Score: -11697479.000000 Penalty: 3716.791748
	Iteration 29Q: 3 clusters Score -1.169748e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 90954 members 
Entering Unmasked Estep 
Score: -11697479.000000 Penalty: 3716.791748
	Iteration 30Q: 3 clusters Score -1.169748e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 91052 members 
Entering Unmasked Estep 
Score: -11697443.000000 Penalty: 3716.791748
	Iteration 31Q: 3 clusters Score -1.169744e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 91138 members 
Entering Unmasked Estep 
Score: -11697446.000000 Penalty: 3716.791748
	Iteration 32Q: 3 clusters Score -1.169745e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 91208 members 
Entering Unmasked Estep 
Score: -11697420.000000 Penalty: 3716.791748
	Iteration 33Q: 3 clusters Score -1.169742e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 91270 members 
Entering Unmasked Estep 
Score: -11697427.000000 Penalty: 3716.791748
	Iteration 34Q: 3 clusters Score -1.169743e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 91336 members 
Entering Unmasked Estep 
Score: -11697426.000000 Penalty: 3716.791748
	Iteration 35Q: 3 clusters Score -1.169743e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 91387 members 
Entering Unmasked Estep 
Score: -11697422.000000 Penalty: 3716.791748
	Iteration 36Q: 3 clusters Score -1.169742e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 91430 members 
Entering Unmasked Estep 
Score: -11697415.000000 Penalty: 3716.791748
	Iteration 37Q: 3 clusters Score -1.169742e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 91466 members 
Entering Unmasked Estep 
Score: -11697445.000000 Penalty: 3716.791748
	Iteration 38Q: 3 clusters Score -1.169744e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 91497 members 
Entering Unmasked Estep 
Score: -11697414.000000 Penalty: 3716.791748
	Iteration 39Q: 3 clusters Score -1.169741e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 91527 members 
Entering Unmasked Estep 
Score: -11697413.000000 Penalty: 3716.791748
	Iteration 40F: 3 clusters Score -1.169741e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 91554 members 
Entering Unmasked Estep 
Score: -11697390.000000 Penalty: 3716.791748
	Iteration 41Q: 3 clusters Score -1.169739e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 91570 members 
Entering Unmasked Estep 
Score: -11697402.000000 Penalty: 3716.791748
	Iteration 42Q: 3 clusters Score -1.16974e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 91589 members 
Entering Unmasked Estep 
Score: -11697390.000000 Penalty: 3716.791748
	Iteration 43Q: 3 clusters Score -1.169739e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 91608 members 
Entering Unmasked Estep 
Score: -11697391.000000 Penalty: 3716.791748
	Iteration 44Q: 3 clusters Score -1.169739e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 91621 members 
Entering Unmasked Estep 
Score: -11697372.000000 Penalty: 3716.791748
	Iteration 45Q: 3 clusters Score -1.169737e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 91635 members 
Entering Unmasked Estep 
Score: -11697360.000000 Penalty: 3716.791748
	Iteration 46Q: 3 clusters Score -1.169736e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 91647 members 
Entering Unmasked Estep 
Score: -11697361.000000 Penalty: 3716.791748
	Iteration 47Q: 3 clusters Score -1.169736e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 91658 members 
Entering Unmasked Estep 
Score: -11697351.000000 Penalty: 3716.791748
	Iteration 48Q: 3 clusters Score -1.169735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 91664 members 
Entering Unmasked Estep 
Score: -11697340.000000 Penalty: 3716.791748
	Iteration 49Q: 3 clusters Score -1.169734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 91675 members 
Entering Unmasked Estep 
Score: -11697358.000000 Penalty: 3716.791748
	Iteration 50Q: 3 clusters Score -1.169736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 91684 members 
Entering Unmasked Estep 
Score: -11697342.000000 Penalty: 3716.791748
	Iteration 51Q: 3 clusters Score -1.169734e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 91692 members 
Entering Unmasked Estep 
Score: -11697347.000000 Penalty: 3716.791748
	Iteration 52Q: 3 clusters Score -1.169735e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 91702 members 
Entering Unmasked Estep 
Score: -11697339.000000 Penalty: 3716.791748
	Iteration 53Q: 3 clusters Score -1.169734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 91709 members 
Entering Unmasked Estep 
Score: -11697331.000000 Penalty: 3716.791748
	Iteration 54Q: 3 clusters Score -1.169733e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 91716 members 
Entering Unmasked Estep 
Score: -11697331.000000 Penalty: 3716.791748
	Iteration 55Q: 3 clusters Score -1.169733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 91721 members 
Entering Unmasked Estep 
Score: -11697335.000000 Penalty: 3716.791748
	Iteration 56Q: 3 clusters Score -1.169734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 91725 members 
Entering Unmasked Estep 
Score: -11697327.000000 Penalty: 3716.791748
	Iteration 57Q: 3 clusters Score -1.169733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 91726 members 
Entering Unmasked Estep 
Score: -11697324.000000 Penalty: 3716.791748
	Iteration 58Q: 3 clusters Score -1.169732e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 91726 members 
Entering Unmasked Estep 
Score: -11697324.000000 Penalty: 3716.791748
	Iteration 59F: 3 clusters Score -1.169732e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Entering Unmasked Estep 
Score: -391840.687500 Penalty: 1307.928101
	Iteration 0F: 2 clusters Score -391840.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -389009.687500 Penalty: 2615.856201
	Iteration 0F: 3 clusters Score -389009.7 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -389638.125000 Penalty: 2615.856201
	Iteration 1F: 3 clusters Score -389638.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -389787.843750 Penalty: 2615.856201
	Iteration 2F: 3 clusters Score -389787.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -389887.531250 Penalty: 2615.856201
	Iteration 3F: 3 clusters Score -389887.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -389972.406250 Penalty: 2615.856201
	Iteration 4Q: 3 clusters Score -389972.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -390048.781250 Penalty: 2615.856201
	Iteration 5Q: 3 clusters Score -390048.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -390120.312500 Penalty: 2615.856201
	Iteration 6Q: 3 clusters Score -390120.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -390174.875000 Penalty: 2615.856201
	Iteration 7Q: 3 clusters Score -390174.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -390225.875000 Penalty: 2615.856201
	Iteration 8Q: 3 clusters Score -390225.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -390264.406250 Penalty: 2615.856201
	Iteration 9Q: 3 clusters Score -390264.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -390296.562500 Penalty: 2615.856201
	Iteration 10Q: 3 clusters Score -390296.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -390325.000000 Penalty: 2615.856201
	Iteration 11Q: 3 clusters Score -390325 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -390355.812500 Penalty: 2615.856201
	Iteration 12Q: 3 clusters Score -390355.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -390381.562500 Penalty: 2615.856201
	Iteration 13Q: 3 clusters Score -390381.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -390408.093750 Penalty: 2615.856201
	Iteration 14Q: 3 clusters Score -390408.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -390434.718750 Penalty: 2615.856201
	Iteration 15Q: 3 clusters Score -390434.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -390461.312500 Penalty: 2615.856201
	Iteration 16Q: 3 clusters Score -390461.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -390498.781250 Penalty: 2615.856201
	Iteration 17Q: 3 clusters Score -390498.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -390537.593750 Penalty: 2615.856201
	Iteration 18Q: 3 clusters Score -390537.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -390575.031250 Penalty: 2615.856201
	Iteration 19Q: 3 clusters Score -390575 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -390604.937500 Penalty: 2615.856201
	Iteration 20F: 3 clusters Score -390604.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -390637.000000 Penalty: 2615.856201
	Iteration 21Q: 3 clusters Score -390637 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -390664.781250 Penalty: 2615.856201
	Iteration 22Q: 3 clusters Score -390664.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -390687.906250 Penalty: 2615.856201
	Iteration 23Q: 3 clusters Score -390687.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -390713.750000 Penalty: 2615.856201
	Iteration 24Q: 3 clusters Score -390713.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -390750.906250 Penalty: 2615.856201
	Iteration 25Q: 3 clusters Score -390750.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -390785.062500 Penalty: 2615.856201
	Iteration 26Q: 3 clusters Score -390785.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -390812.687500 Penalty: 2615.856201
	Iteration 27Q: 3 clusters Score -390812.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -390830.000000 Penalty: 2615.856201
	Iteration 28Q: 3 clusters Score -390830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -390838.250000 Penalty: 2615.856201
	Iteration 29Q: 3 clusters Score -390838.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -390846.343750 Penalty: 2615.856201
	Iteration 30Q: 3 clusters Score -390846.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -390855.437500 Penalty: 2615.856201
	Iteration 31Q: 3 clusters Score -390855.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -390856.187500 Penalty: 2615.856201
	Iteration 32Q: 3 clusters Score -390856.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -390859.250000 Penalty: 2615.856201
	Iteration 33Q: 3 clusters Score -390859.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -390861.781250 Penalty: 2615.856201
	Iteration 34Q: 3 clusters Score -390861.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -390863.093750 Penalty: 2615.856201
	Iteration 35Q: 3 clusters Score -390863.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -390863.812500 Penalty: 2615.856201
	Iteration 36Q: 3 clusters Score -390863.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -390863.812500 Penalty: 2615.856201
	Iteration 37F: 3 clusters Score -390863.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Entering Unmasked Estep 
Score: -176410.750000 Penalty: 1185.556885
	Iteration 0F: 2 clusters Score -176410.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -174681.953125 Penalty: 2371.113770
	Iteration 0F: 3 clusters Score -174682 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -175046.296875 Penalty: 2371.113770
	Iteration 1F: 3 clusters Score -175046.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -175184.484375 Penalty: 2371.113770
	Iteration 2F: 3 clusters Score -175184.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -175253.078125 Penalty: 2371.113770
	Iteration 3F: 3 clusters Score -175253.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -175300.406250 Penalty: 2371.113770
	Iteration 4Q: 3 clusters Score -175300.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -175336.046875 Penalty: 2371.113770
	Iteration 5Q: 3 clusters Score -175336 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -175393.031250 Penalty: 2371.113770
	Iteration 6Q: 3 clusters Score -175393 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -175465.062500 Penalty: 2371.113770
	Iteration 7Q: 3 clusters Score -175465.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -175525.546875 Penalty: 2371.113770
	Iteration 8Q: 3 clusters Score -175525.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -175595.812500 Penalty: 2371.113770
	Iteration 9Q: 3 clusters Score -175595.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -175672.531250 Penalty: 2371.113770
	Iteration 10Q: 3 clusters Score -175672.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -175730.218750 Penalty: 2371.113770
	Iteration 11Q: 3 clusters Score -175730.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -175767.359375 Penalty: 2371.113770
	Iteration 12Q: 3 clusters Score -175767.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -175814.000000 Penalty: 2371.113770
	Iteration 13Q: 3 clusters Score -175814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -175848.359375 Penalty: 2371.113770
	Iteration 14Q: 3 clusters Score -175848.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -175886.343750 Penalty: 2371.113770
	Iteration 15Q: 3 clusters Score -175886.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -175912.031250 Penalty: 2371.113770
	Iteration 16Q: 3 clusters Score -175912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -175932.671875 Penalty: 2371.113770
	Iteration 17Q: 3 clusters Score -175932.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -175945.078125 Penalty: 2371.113770
	Iteration 18Q: 3 clusters Score -175945.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -175948.234375 Penalty: 2371.113770
	Iteration 19Q: 3 clusters Score -175948.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -175949.640625 Penalty: 2371.113770
	Iteration 20F: 3 clusters Score -175949.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -175950.421875 Penalty: 2371.113770
	Iteration 21Q: 3 clusters Score -175950.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -175952.562500 Penalty: 2371.113770
	Iteration 22Q: 3 clusters Score -175952.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -175954.000000 Penalty: 2371.113770
	Iteration 23Q: 3 clusters Score -175954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -175955.218750 Penalty: 2371.113770
	Iteration 24Q: 3 clusters Score -175955.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -175955.687500 Penalty: 2371.113770
	Iteration 25Q: 3 clusters Score -175955.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -175955.687500 Penalty: 2371.113770
	Iteration 26F: 3 clusters Score -175955.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Entering Unmasked Estep 
Score: -111839.046875 Penalty: 1135.467163
	Iteration 0F: 2 clusters Score -111839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -110381.828125 Penalty: 2270.934326
	Iteration 0F: 3 clusters Score -110381.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -110863.757812 Penalty: 2270.934326
	Iteration 1F: 3 clusters Score -110863.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -111223.617188 Penalty: 2270.934326
	Iteration 2F: 3 clusters Score -111223.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -111479.601562 Penalty: 2270.934326
	Iteration 3F: 3 clusters Score -111479.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -111606.742188 Penalty: 2270.934326
	Iteration 4F: 3 clusters Score -111606.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -111685.390625 Penalty: 2270.934326
	Iteration 5Q: 3 clusters Score -111685.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -111740.796875 Penalty: 2270.934326
	Iteration 6Q: 3 clusters Score -111740.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -111784.867188 Penalty: 2270.934326
	Iteration 7Q: 3 clusters Score -111784.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -111821.085938 Penalty: 2270.934326
	Iteration 8Q: 3 clusters Score -111821.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -111859.406250 Penalty: 2270.934326
	Iteration 9Q: 3 clusters Score -111859.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -111886.929688 Penalty: 2270.934326
	Iteration 10Q: 3 clusters Score -111886.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -111905.148438 Penalty: 2270.934326
	Iteration 11Q: 3 clusters Score -111905.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -111923.851562 Penalty: 2270.934326
	Iteration 12Q: 3 clusters Score -111923.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -111948.945312 Penalty: 2270.934326
	Iteration 13Q: 3 clusters Score -111948.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -111968.046875 Penalty: 2270.934326
	Iteration 14Q: 3 clusters Score -111968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -111977.781250 Penalty: 2270.934326
	Iteration 15Q: 3 clusters Score -111977.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -111985.671875 Penalty: 2270.934326
	Iteration 16Q: 3 clusters Score -111985.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -111986.070312 Penalty: 2270.934326
	Iteration 17Q: 3 clusters Score -111986.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -111986.070312 Penalty: 2270.934326
	Iteration 18F: 3 clusters Score -111986.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21875 members 
Mstep: Class 4 contains 20549 members 
Mstep: Class 5 contains 9954 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4494 members 
Mstep: Class 9 contains 4596 members 
Mstep: Class 10 contains 1407 members 
Mstep: Class 11 contains 13782 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38077 members 
Mstep: Class 14 contains 53052 members 
Mstep: Class 15 contains 9305 members 
Mstep: Class 16 contains 8674 members 
Mstep: Class 17 contains 109180 members 
Mstep: Class 18 contains 3534 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 53096 members 
Mstep: Class 21 contains 6690 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 71682 members 
Mstep: Class 24 contains 97190 members 
Mstep: Class 25 contains 72411 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102931 members 
Mstep: Class 29 contains 4817 members 
Mstep: Class 30 contains 76065 members 
Mstep: Class 31 contains 92622 members 
Mstep: Class 32 contains 3130 members 
Mstep: Class 33 contains 1474 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 9533 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2214 members 
Mstep: Class 39 contains 473 members 
Mstep: Class 40 contains 802 members 
Entering Unmasked Estep 
Score: -111772248.000000 Penalty: 89247.812500
Splitting cluster 34 changes total score from -111773328.000000 to -111772248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (9533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Entering Unmasked Estep 
Score: -1181128.250000 Penalty: 1488.908691
	Iteration 0F: 2 clusters Score -1181128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1174361.875000 Penalty: 2977.817383
	Iteration 0F: 3 clusters Score -1174362 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1176542.375000 Penalty: 2977.817383
	Iteration 1F: 3 clusters Score -1176542 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1176795.500000 Penalty: 2977.817383
	Iteration 2F: 3 clusters Score -1176796 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1177060.750000 Penalty: 2977.817383
	Iteration 3F: 3 clusters Score -1177061 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1177348.000000 Penalty: 2977.817383
	Iteration 4F: 3 clusters Score -1177348 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1177641.750000 Penalty: 2977.817383
	Iteration 5F: 3 clusters Score -1177642 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1177983.500000 Penalty: 2977.817383
	Iteration 6F: 3 clusters Score -1177984 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1178314.500000 Penalty: 2977.817383
	Iteration 7F: 3 clusters Score -1178314 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1178663.250000 Penalty: 2977.817383
	Iteration 8Q: 3 clusters Score -1178663 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1178983.250000 Penalty: 2977.817383
	Iteration 9Q: 3 clusters Score -1178983 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1179225.125000 Penalty: 2977.817383
	Iteration 10Q: 3 clusters Score -1179225 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1179381.250000 Penalty: 2977.817383
	Iteration 11Q: 3 clusters Score -1179381 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1179497.875000 Penalty: 2977.817383
	Iteration 12Q: 3 clusters Score -1179498 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1179575.000000 Penalty: 2977.817383
	Iteration 13Q: 3 clusters Score -1179575 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1179657.500000 Penalty: 2977.817383
	Iteration 14Q: 3 clusters Score -1179658 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1179727.250000 Penalty: 2977.817383
	Iteration 15Q: 3 clusters Score -1179727 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1179787.000000 Penalty: 2977.817383
	Iteration 16Q: 3 clusters Score -1179787 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1179827.250000 Penalty: 2977.817383
	Iteration 17Q: 3 clusters Score -1179827 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1179859.750000 Penalty: 2977.817383
	Iteration 18Q: 3 clusters Score -1179860 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1179880.500000 Penalty: 2977.817383
	Iteration 19Q: 3 clusters Score -1179880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1179898.750000 Penalty: 2977.817383
	Iteration 20F: 3 clusters Score -1179899 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1179917.625000 Penalty: 2977.817383
	Iteration 21Q: 3 clusters Score -1179918 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1179932.875000 Penalty: 2977.817383
	Iteration 22Q: 3 clusters Score -1179933 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1179948.000000 Penalty: 2977.817383
	Iteration 23Q: 3 clusters Score -1179948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1179956.625000 Penalty: 2977.817383
	Iteration 24Q: 3 clusters Score -1179957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1179962.250000 Penalty: 2977.817383
	Iteration 25Q: 3 clusters Score -1179962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1179973.250000 Penalty: 2977.817383
	Iteration 26Q: 3 clusters Score -1179973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1179985.500000 Penalty: 2977.817383
	Iteration 27Q: 3 clusters Score -1179986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1179992.750000 Penalty: 2977.817383
	Iteration 28Q: 3 clusters Score -1179993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1179999.250000 Penalty: 2977.817383
	Iteration 29Q: 3 clusters Score -1179999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1180004.500000 Penalty: 2977.817383
	Iteration 30Q: 3 clusters Score -1180004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1180010.000000 Penalty: 2977.817383
	Iteration 31Q: 3 clusters Score -1180010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1180015.000000 Penalty: 2977.817383
	Iteration 32Q: 3 clusters Score -1180015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1180018.875000 Penalty: 2977.817383
	Iteration 33Q: 3 clusters Score -1180019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1180023.500000 Penalty: 2977.817383
	Iteration 34Q: 3 clusters Score -1180024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1180029.000000 Penalty: 2977.817383
	Iteration 35Q: 3 clusters Score -1180029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1180038.125000 Penalty: 2977.817383
	Iteration 36Q: 3 clusters Score -1180038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1180039.500000 Penalty: 2977.817383
	Iteration 37Q: 3 clusters Score -1180040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1180042.750000 Penalty: 2977.817383
	Iteration 38Q: 3 clusters Score -1180043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1180045.875000 Penalty: 2977.817383
	Iteration 39Q: 3 clusters Score -1180046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1180046.000000 Penalty: 2977.817383
	Iteration 40F: 3 clusters Score -1180046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Entering Unmasked Estep 
Score: -126808.843750 Penalty: 1147.745361
	Iteration 0F: 2 clusters Score -126808.8 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 538 members 
Entering Unmasked Estep 
Score: -125297.015625 Penalty: 2295.490723
	Iteration 0F: 3 clusters Score -125297 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -125642.585938 Penalty: 2295.490723
	Iteration 1F: 3 clusters Score -125642.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -125781.882812 Penalty: 2295.490723
	Iteration 2F: 3 clusters Score -125781.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -125868.914062 Penalty: 2295.490723
	Iteration 3F: 3 clusters Score -125868.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -125950.953125 Penalty: 2295.490723
	Iteration 4F: 3 clusters Score -125951 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -126028.445312 Penalty: 2295.490723
	Iteration 5Q: 3 clusters Score -126028.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -126079.812500 Penalty: 2295.490723
	Iteration 6Q: 3 clusters Score -126079.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -126126.117188 Penalty: 2295.490723
	Iteration 7Q: 3 clusters Score -126126.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -126174.015625 Penalty: 2295.490723
	Iteration 8Q: 3 clusters Score -126174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -126198.242188 Penalty: 2295.490723
	Iteration 9Q: 3 clusters Score -126198.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -126228.937500 Penalty: 2295.490723
	Iteration 10Q: 3 clusters Score -126228.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -126256.281250 Penalty: 2295.490723
	Iteration 11Q: 3 clusters Score -126256.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -126273.218750 Penalty: 2295.490723
	Iteration 12Q: 3 clusters Score -126273.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -126279.304688 Penalty: 2295.490723
	Iteration 13Q: 3 clusters Score -126279.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -126279.921875 Penalty: 2295.490723
	Iteration 14Q: 3 clusters Score -126279.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -126280.421875 Penalty: 2295.490723
	Iteration 15Q: 3 clusters Score -126280.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -126281.804688 Penalty: 2295.490723
	Iteration 16Q: 3 clusters Score -126281.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -126281.804688 Penalty: 2295.490723
	Iteration 17F: 3 clusters Score -126281.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -11215.750977 Penalty: 957.392151
	Iteration 0F: 2 clusters Score -11215.75 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 180 members 
Entering Unmasked Estep 
Score: -10405.467773 Penalty: 1914.784302
	Iteration 0F: 3 clusters Score -10405.47 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -10861.658203 Penalty: 1914.784302
	Iteration 1F: 3 clusters Score -10861.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -11080.591797 Penalty: 1914.784302
	Iteration 2F: 3 clusters Score -11080.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -11225.654297 Penalty: 1914.784302
	Iteration 3Q: 3 clusters Score -11225.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -11371.558594 Penalty: 1914.784302
	Iteration 4Q: 3 clusters Score -11371.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -11438.048828 Penalty: 1914.784302
	Iteration 5Q: 3 clusters Score -11438.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -11511.398438 Penalty: 1914.784302
	Iteration 6Q: 3 clusters Score -11511.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -11554.973633 Penalty: 1914.784302
	Iteration 7Q: 3 clusters Score -11554.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -11574.349609 Penalty: 1914.784302
	Iteration 8Q: 3 clusters Score -11574.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -11665.967773 Penalty: 1914.784302
	Iteration 9Q: 3 clusters Score -11665.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -11748.392578 Penalty: 1914.784302
	Iteration 10Q: 3 clusters Score -11748.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -11842.411133 Penalty: 1914.784302
	Iteration 11Q: 3 clusters Score -11842.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -11901.013672 Penalty: 1914.784302
	Iteration 12Q: 3 clusters Score -11901.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -11918.375977 Penalty: 1914.784302
	Iteration 13Q: 3 clusters Score -11918.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11935.776367 Penalty: 1914.784302
	Iteration 14Q: 3 clusters Score -11935.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -11948.358398 Penalty: 1914.784302
	Iteration 15Q: 3 clusters Score -11948.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -11956.785156 Penalty: 1914.784302
	Iteration 16F: 3 clusters Score -11956.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -11965.777344 Penalty: 1914.784302
	Iteration 17Q: 3 clusters Score -11965.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -11979.735352 Penalty: 1914.784302
	Iteration 18Q: 3 clusters Score -11979.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -11995.575195 Penalty: 1914.784302
	Iteration 19Q: 3 clusters Score -11995.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -12009.759766 Penalty: 1914.784302
	Iteration 20F: 3 clusters Score -12009.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -12014.900391 Penalty: 1914.784302
	Iteration 21Q: 3 clusters Score -12014.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -12014.900391 Penalty: 1914.784302
	Iteration 22F: 3 clusters Score -12014.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21875 members 
Mstep: Class 4 contains 20549 members 
Mstep: Class 5 contains 9954 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4494 members 
Mstep: Class 9 contains 4596 members 
Mstep: Class 10 contains 1407 members 
Mstep: Class 11 contains 13782 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38077 members 
Mstep: Class 14 contains 53052 members 
Mstep: Class 15 contains 9305 members 
Mstep: Class 16 contains 8674 members 
Mstep: Class 17 contains 109180 members 
Mstep: Class 18 contains 3534 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 53096 members 
Mstep: Class 21 contains 6690 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 71682 members 
Mstep: Class 24 contains 97190 members 
Mstep: Class 25 contains 72411 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102931 members 
Mstep: Class 29 contains 4817 members 
Mstep: Class 30 contains 76065 members 
Mstep: Class 31 contains 92622 members 
Mstep: Class 32 contains 3130 members 
Mstep: Class 33 contains 1474 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9533 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 172 members 
Mstep: Class 38 contains 2214 members 
Mstep: Class 39 contains 473 members 
Mstep: Class 40 contains 190 members 
Entering Unmasked Estep 
Score: -111772904.000000 Penalty: 89247.812500
Splitting cluster 37 changes total score from -111773328.000000 to -111772904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (2214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Entering Unmasked Estep 
Score: -271957.531250 Penalty: 1251.665405
	Iteration 0F: 2 clusters Score -271957.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -269695.875000 Penalty: 2503.330811
	Iteration 0F: 3 clusters Score -269695.9 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -270174.687500 Penalty: 2503.330811
	Iteration 1F: 3 clusters Score -270174.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -270296.375000 Penalty: 2503.330811
	Iteration 2F: 3 clusters Score -270296.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -270368.187500 Penalty: 2503.330811
	Iteration 3Q: 3 clusters Score -270368.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -270419.468750 Penalty: 2503.330811
	Iteration 4Q: 3 clusters Score -270419.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -270457.875000 Penalty: 2503.330811
	Iteration 5Q: 3 clusters Score -270457.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -270488.031250 Penalty: 2503.330811
	Iteration 6Q: 3 clusters Score -270488 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -270512.468750 Penalty: 2503.330811
	Iteration 7Q: 3 clusters Score -270512.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -270544.656250 Penalty: 2503.330811
	Iteration 8Q: 3 clusters Score -270544.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -270603.906250 Penalty: 2503.330811
	Iteration 9Q: 3 clusters Score -270603.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -270686.343750 Penalty: 2503.330811
	Iteration 10Q: 3 clusters Score -270686.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -270741.781250 Penalty: 2503.330811
	Iteration 11Q: 3 clusters Score -270741.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -270794.937500 Penalty: 2503.330811
	Iteration 12Q: 3 clusters Score -270794.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -270840.500000 Penalty: 2503.330811
	Iteration 13Q: 3 clusters Score -270840.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -270883.656250 Penalty: 2503.330811
	Iteration 14Q: 3 clusters Score -270883.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -270911.937500 Penalty: 2503.330811
	Iteration 15Q: 3 clusters Score -270911.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -270938.375000 Penalty: 2503.330811
	Iteration 16Q: 3 clusters Score -270938.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -270953.750000 Penalty: 2503.330811
	Iteration 17Q: 3 clusters Score -270953.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -270971.281250 Penalty: 2503.330811
	Iteration 18Q: 3 clusters Score -270971.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -270989.437500 Penalty: 2503.330811
	Iteration 19Q: 3 clusters Score -270989.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -271012.875000 Penalty: 2503.330811
	Iteration 20F: 3 clusters Score -271012.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -271042.656250 Penalty: 2503.330811
	Iteration 21Q: 3 clusters Score -271042.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -271059.468750 Penalty: 2503.330811
	Iteration 22Q: 3 clusters Score -271059.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -271078.375000 Penalty: 2503.330811
	Iteration 23Q: 3 clusters Score -271078.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -271093.781250 Penalty: 2503.330811
	Iteration 24Q: 3 clusters Score -271093.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -271114.781250 Penalty: 2503.330811
	Iteration 25Q: 3 clusters Score -271114.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -271130.687500 Penalty: 2503.330811
	Iteration 26Q: 3 clusters Score -271130.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -271142.593750 Penalty: 2503.330811
	Iteration 27Q: 3 clusters Score -271142.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -271155.375000 Penalty: 2503.330811
	Iteration 28Q: 3 clusters Score -271155.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -271165.312500 Penalty: 2503.330811
	Iteration 29Q: 3 clusters Score -271165.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -271169.875000 Penalty: 2503.330811
	Iteration 30Q: 3 clusters Score -271169.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -271172.906250 Penalty: 2503.330811
	Iteration 31Q: 3 clusters Score -271172.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -271174.312500 Penalty: 2503.330811
	Iteration 32Q: 3 clusters Score -271174.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -271174.937500 Penalty: 2503.330811
	Iteration 33Q: 3 clusters Score -271174.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -271174.937500 Penalty: 2503.330811
	Iteration 34F: 3 clusters Score -271174.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -54316.957031 Penalty: 1000.852966
	Iteration 0F: 2 clusters Score -54316.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -53272.585938 Penalty: 2001.705933
	Iteration 0F: 3 clusters Score -53272.59 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -53440.453125 Penalty: 2001.705933
	Iteration 1F: 3 clusters Score -53440.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -53481.277344 Penalty: 2001.705933
	Iteration 2F: 3 clusters Score -53481.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -53498.312500 Penalty: 2001.705933
	Iteration 3Q: 3 clusters Score -53498.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -53509.953125 Penalty: 2001.705933
	Iteration 4Q: 3 clusters Score -53509.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -53515.539062 Penalty: 2001.705933
	Iteration 5Q: 3 clusters Score -53515.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -53516.765625 Penalty: 2001.705933
	Iteration 6Q: 3 clusters Score -53516.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -53519.851562 Penalty: 2001.705933
	Iteration 7Q: 3 clusters Score -53519.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -53521.851562 Penalty: 2001.705933
	Iteration 8Q: 3 clusters Score -53521.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -53524.652344 Penalty: 2001.705933
	Iteration 9Q: 3 clusters Score -53524.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -53524.652344 Penalty: 2001.705933
	Iteration 10F: 3 clusters Score -53524.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21875 members 
Mstep: Class 4 contains 20549 members 
Mstep: Class 5 contains 9954 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4494 members 
Mstep: Class 9 contains 4596 members 
Mstep: Class 10 contains 1407 members 
Mstep: Class 11 contains 13782 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38077 members 
Mstep: Class 14 contains 53052 members 
Mstep: Class 15 contains 9305 members 
Mstep: Class 16 contains 8674 members 
Mstep: Class 17 contains 109180 members 
Mstep: Class 18 contains 3534 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 53096 members 
Mstep: Class 21 contains 6690 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 71682 members 
Mstep: Class 24 contains 97190 members 
Mstep: Class 25 contains 72411 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102931 members 
Mstep: Class 29 contains 4817 members 
Mstep: Class 30 contains 76065 members 
Mstep: Class 31 contains 92622 members 
Mstep: Class 32 contains 3130 members 
Mstep: Class 33 contains 1474 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9533 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2214 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773312.000000 Penalty: 87016.617188
Iteration 279Q: 40 clusters Score -1.117733e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21858 members 
Mstep: Class 4 contains 20580 members 
Mstep: Class 5 contains 9949 members 
Mstep: Class 6 contains 6737 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4505 members 
Mstep: Class 9 contains 4595 members 
Mstep: Class 10 contains 1407 members 
Mstep: Class 11 contains 13779 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 38042 members 
Mstep: Class 14 contains 53119 members 
Mstep: Class 15 contains 9305 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 109227 members 
Mstep: Class 18 contains 3537 members 
Mstep: Class 19 contains 9740 members 
Mstep: Class 20 contains 53159 members 
Mstep: Class 21 contains 6689 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 71634 members 
Mstep: Class 24 contains 97184 members 
Mstep: Class 25 contains 72323 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102950 members 
Mstep: Class 29 contains 4815 members 
Mstep: Class 30 contains 76048 members 
Mstep: Class 31 contains 92598 members 
Mstep: Class 32 contains 3130 members 
Mstep: Class 33 contains 1474 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9534 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2215 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773296.000000 Penalty: 87016.617188
Iteration 280F: 40 clusters Score -1.117733e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21855 members 
Mstep: Class 4 contains 20605 members 
Mstep: Class 5 contains 9955 members 
Mstep: Class 6 contains 6738 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4517 members 
Mstep: Class 9 contains 4595 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 13781 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37998 members 
Mstep: Class 14 contains 53192 members 
Mstep: Class 15 contains 9302 members 
Mstep: Class 16 contains 8676 members 
Mstep: Class 17 contains 109281 members 
Mstep: Class 18 contains 3540 members 
Mstep: Class 19 contains 9738 members 
Mstep: Class 20 contains 53193 members 
Mstep: Class 21 contains 6690 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 71587 members 
Mstep: Class 24 contains 97188 members 
Mstep: Class 25 contains 72249 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102936 members 
Mstep: Class 29 contains 4815 members 
Mstep: Class 30 contains 76029 members 
Mstep: Class 31 contains 92589 members 
Mstep: Class 32 contains 3130 members 
Mstep: Class 33 contains 1475 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9534 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2214 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773288.000000 Penalty: 87016.617188
Iteration 281Q: 40 clusters Score -1.117733e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21856 members 
Mstep: Class 4 contains 20640 members 
Mstep: Class 5 contains 9955 members 
Mstep: Class 6 contains 6738 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4523 members 
Mstep: Class 9 contains 4596 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 13783 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37951 members 
Mstep: Class 14 contains 53275 members 
Mstep: Class 15 contains 9302 members 
Mstep: Class 16 contains 8676 members 
Mstep: Class 17 contains 109282 members 
Mstep: Class 18 contains 3543 members 
Mstep: Class 19 contains 9738 members 
Mstep: Class 20 contains 53223 members 
Mstep: Class 21 contains 6689 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 71527 members 
Mstep: Class 24 contains 97220 members 
Mstep: Class 25 contains 72170 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102926 members 
Mstep: Class 29 contains 4815 members 
Mstep: Class 30 contains 76017 members 
Mstep: Class 31 contains 92603 members 
Mstep: Class 32 contains 3130 members 
Mstep: Class 33 contains 1475 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9535 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2214 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773224.000000 Penalty: 87016.617188
Iteration 282Q: 40 clusters Score -1.117732e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21857 members 
Mstep: Class 4 contains 20687 members 
Mstep: Class 5 contains 9956 members 
Mstep: Class 6 contains 6737 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4534 members 
Mstep: Class 9 contains 4595 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 13780 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37908 members 
Mstep: Class 14 contains 53348 members 
Mstep: Class 15 contains 9302 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 109312 members 
Mstep: Class 18 contains 3547 members 
Mstep: Class 19 contains 9740 members 
Mstep: Class 20 contains 53259 members 
Mstep: Class 21 contains 6689 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 71471 members 
Mstep: Class 24 contains 97194 members 
Mstep: Class 25 contains 72094 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102915 members 
Mstep: Class 29 contains 4814 members 
Mstep: Class 30 contains 76016 members 
Mstep: Class 31 contains 92618 members 
Mstep: Class 32 contains 3130 members 
Mstep: Class 33 contains 1475 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9535 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2214 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773408.000000 Penalty: 87016.617188
Iteration 283Q: 40 clusters Score -1.117734e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21857 members 
Mstep: Class 4 contains 20733 members 
Mstep: Class 5 contains 9960 members 
Mstep: Class 6 contains 6734 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4545 members 
Mstep: Class 9 contains 4594 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 13779 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37868 members 
Mstep: Class 14 contains 53423 members 
Mstep: Class 15 contains 9302 members 
Mstep: Class 16 contains 8673 members 
Mstep: Class 17 contains 109339 members 
Mstep: Class 18 contains 3549 members 
Mstep: Class 19 contains 9740 members 
Mstep: Class 20 contains 53285 members 
Mstep: Class 21 contains 6687 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 71425 members 
Mstep: Class 24 contains 97162 members 
Mstep: Class 25 contains 72019 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102917 members 
Mstep: Class 29 contains 4814 members 
Mstep: Class 30 contains 76009 members 
Mstep: Class 31 contains 92632 members 
Mstep: Class 32 contains 3131 members 
Mstep: Class 33 contains 1475 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9535 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2214 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773480.000000 Penalty: 87016.617188
Iteration 284Q: 40 clusters Score -1.117735e+08 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21846 members 
Mstep: Class 4 contains 20785 members 
Mstep: Class 5 contains 9959 members 
Mstep: Class 6 contains 6733 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4552 members 
Mstep: Class 9 contains 4593 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 13776 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37833 members 
Mstep: Class 14 contains 53491 members 
Mstep: Class 15 contains 9302 members 
Mstep: Class 16 contains 8679 members 
Mstep: Class 17 contains 109361 members 
Mstep: Class 18 contains 3550 members 
Mstep: Class 19 contains 9740 members 
Mstep: Class 20 contains 53294 members 
Mstep: Class 21 contains 6686 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 71386 members 
Mstep: Class 24 contains 97154 members 
Mstep: Class 25 contains 71959 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102914 members 
Mstep: Class 29 contains 4813 members 
Mstep: Class 30 contains 76005 members 
Mstep: Class 31 contains 92639 members 
Mstep: Class 32 contains 3129 members 
Mstep: Class 33 contains 1475 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9532 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2214 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773328.000000 Penalty: 87016.617188
Iteration 285Q: 40 clusters Score -1.117733e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21837 members 
Mstep: Class 4 contains 20818 members 
Mstep: Class 5 contains 9962 members 
Mstep: Class 6 contains 6734 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4563 members 
Mstep: Class 9 contains 4593 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 13775 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37790 members 
Mstep: Class 14 contains 53556 members 
Mstep: Class 15 contains 9303 members 
Mstep: Class 16 contains 8679 members 
Mstep: Class 17 contains 109350 members 
Mstep: Class 18 contains 3552 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 53313 members 
Mstep: Class 21 contains 6684 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 71343 members 
Mstep: Class 24 contains 97148 members 
Mstep: Class 25 contains 71907 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102955 members 
Mstep: Class 29 contains 4812 members 
Mstep: Class 30 contains 76008 members 
Mstep: Class 31 contains 92628 members 
Mstep: Class 32 contains 3129 members 
Mstep: Class 33 contains 1475 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9532 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2214 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773408.000000 Penalty: 87016.617188
Iteration 286Q: 40 clusters Score -1.117734e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21822 members 
Mstep: Class 4 contains 20871 members 
Mstep: Class 5 contains 9960 members 
Mstep: Class 6 contains 6737 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4576 members 
Mstep: Class 9 contains 4593 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 13774 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37762 members 
Mstep: Class 14 contains 53627 members 
Mstep: Class 15 contains 9301 members 
Mstep: Class 16 contains 8681 members 
Mstep: Class 17 contains 109381 members 
Mstep: Class 18 contains 3551 members 
Mstep: Class 19 contains 9738 members 
Mstep: Class 20 contains 53355 members 
Mstep: Class 21 contains 6683 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 71304 members 
Mstep: Class 24 contains 97162 members 
Mstep: Class 25 contains 71847 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102905 members 
Mstep: Class 29 contains 4809 members 
Mstep: Class 30 contains 75996 members 
Mstep: Class 31 contains 92614 members 
Mstep: Class 32 contains 3129 members 
Mstep: Class 33 contains 1475 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9533 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2214 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773472.000000 Penalty: 87016.617188
Iteration 287Q: 40 clusters Score -1.117735e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21814 members 
Mstep: Class 4 contains 20922 members 
Mstep: Class 5 contains 9955 members 
Mstep: Class 6 contains 6736 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4595 members 
Mstep: Class 9 contains 4594 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 13775 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37732 members 
Mstep: Class 14 contains 53690 members 
Mstep: Class 15 contains 9301 members 
Mstep: Class 16 contains 8681 members 
Mstep: Class 17 contains 109372 members 
Mstep: Class 18 contains 3552 members 
Mstep: Class 19 contains 9738 members 
Mstep: Class 20 contains 53392 members 
Mstep: Class 21 contains 6682 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 71252 members 
Mstep: Class 24 contains 97162 members 
Mstep: Class 25 contains 71790 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102895 members 
Mstep: Class 29 contains 4808 members 
Mstep: Class 30 contains 75986 members 
Mstep: Class 31 contains 92624 members 
Mstep: Class 32 contains 3129 members 
Mstep: Class 33 contains 1475 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9534 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2215 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773472.000000 Penalty: 87016.617188
Iteration 288Q: 40 clusters Score -1.117735e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21801 members 
Mstep: Class 4 contains 20974 members 
Mstep: Class 5 contains 9951 members 
Mstep: Class 6 contains 6736 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4614 members 
Mstep: Class 9 contains 4593 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 13774 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37706 members 
Mstep: Class 14 contains 53745 members 
Mstep: Class 15 contains 9302 members 
Mstep: Class 16 contains 8681 members 
Mstep: Class 17 contains 109404 members 
Mstep: Class 18 contains 3550 members 
Mstep: Class 19 contains 9738 members 
Mstep: Class 20 contains 53425 members 
Mstep: Class 21 contains 6682 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 71188 members 
Mstep: Class 24 contains 97171 members 
Mstep: Class 25 contains 71748 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102891 members 
Mstep: Class 29 contains 4806 members 
Mstep: Class 30 contains 75966 members 
Mstep: Class 31 contains 92602 members 
Mstep: Class 32 contains 3129 members 
Mstep: Class 33 contains 1475 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9533 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2216 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773552.000000 Penalty: 87016.617188
Iteration 289Q: 40 clusters Score -1.117736e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21799 members 
Mstep: Class 4 contains 21046 members 
Mstep: Class 5 contains 9955 members 
Mstep: Class 6 contains 6740 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4630 members 
Mstep: Class 9 contains 4592 members 
Mstep: Class 10 contains 1405 members 
Mstep: Class 11 contains 13773 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37693 members 
Mstep: Class 14 contains 53799 members 
Mstep: Class 15 contains 9301 members 
Mstep: Class 16 contains 8681 members 
Mstep: Class 17 contains 109387 members 
Mstep: Class 18 contains 3549 members 
Mstep: Class 19 contains 9738 members 
Mstep: Class 20 contains 53455 members 
Mstep: Class 21 contains 6682 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 71150 members 
Mstep: Class 24 contains 97181 members 
Mstep: Class 25 contains 71717 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102855 members 
Mstep: Class 29 contains 4805 members 
Mstep: Class 30 contains 75955 members 
Mstep: Class 31 contains 92564 members 
Mstep: Class 32 contains 3129 members 
Mstep: Class 33 contains 1475 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9532 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2218 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773336.000000 Penalty: 87016.617188
Iteration 290Q: 40 clusters Score -1.117733e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21792 members 
Mstep: Class 4 contains 21120 members 
Mstep: Class 5 contains 9951 members 
Mstep: Class 6 contains 6738 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4644 members 
Mstep: Class 9 contains 4591 members 
Mstep: Class 10 contains 1405 members 
Mstep: Class 11 contains 13771 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37675 members 
Mstep: Class 14 contains 53864 members 
Mstep: Class 15 contains 9301 members 
Mstep: Class 16 contains 8679 members 
Mstep: Class 17 contains 109353 members 
Mstep: Class 18 contains 3550 members 
Mstep: Class 19 contains 9738 members 
Mstep: Class 20 contains 53503 members 
Mstep: Class 21 contains 6682 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 71109 members 
Mstep: Class 24 contains 97170 members 
Mstep: Class 25 contains 71683 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102846 members 
Mstep: Class 29 contains 4805 members 
Mstep: Class 30 contains 75960 members 
Mstep: Class 31 contains 92527 members 
Mstep: Class 32 contains 3128 members 
Mstep: Class 33 contains 1475 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9529 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2217 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773520.000000 Penalty: 87016.617188
Iteration 291Q: 40 clusters Score -1.117735e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21784 members 
Mstep: Class 4 contains 21194 members 
Mstep: Class 5 contains 9951 members 
Mstep: Class 6 contains 6734 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4656 members 
Mstep: Class 9 contains 4592 members 
Mstep: Class 10 contains 1405 members 
Mstep: Class 11 contains 13767 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37658 members 
Mstep: Class 14 contains 53918 members 
Mstep: Class 15 contains 9301 members 
Mstep: Class 16 contains 8680 members 
Mstep: Class 17 contains 109317 members 
Mstep: Class 18 contains 3550 members 
Mstep: Class 19 contains 9736 members 
Mstep: Class 20 contains 53542 members 
Mstep: Class 21 contains 6684 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 71066 members 
Mstep: Class 24 contains 97173 members 
Mstep: Class 25 contains 71646 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102854 members 
Mstep: Class 29 contains 4805 members 
Mstep: Class 30 contains 75943 members 
Mstep: Class 31 contains 92504 members 
Mstep: Class 32 contains 3128 members 
Mstep: Class 33 contains 1475 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9527 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2217 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773560.000000 Penalty: 87016.617188
Iteration 292Q: 40 clusters Score -1.117736e+08 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21776 members 
Mstep: Class 4 contains 21250 members 
Mstep: Class 5 contains 9950 members 
Mstep: Class 6 contains 6735 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4668 members 
Mstep: Class 9 contains 4594 members 
Mstep: Class 10 contains 1404 members 
Mstep: Class 11 contains 13764 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37644 members 
Mstep: Class 14 contains 53970 members 
Mstep: Class 15 contains 9300 members 
Mstep: Class 16 contains 8679 members 
Mstep: Class 17 contains 109286 members 
Mstep: Class 18 contains 3549 members 
Mstep: Class 19 contains 9734 members 
Mstep: Class 20 contains 53581 members 
Mstep: Class 21 contains 6684 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 71029 members 
Mstep: Class 24 contains 97178 members 
Mstep: Class 25 contains 71607 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102842 members 
Mstep: Class 29 contains 4805 members 
Mstep: Class 30 contains 75938 members 
Mstep: Class 31 contains 92492 members 
Mstep: Class 32 contains 3127 members 
Mstep: Class 33 contains 1475 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9527 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2218 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773664.000000 Penalty: 87016.617188
Iteration 293Q: 40 clusters Score -1.117737e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21765 members 
Mstep: Class 4 contains 21310 members 
Mstep: Class 5 contains 9951 members 
Mstep: Class 6 contains 6737 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4677 members 
Mstep: Class 9 contains 4595 members 
Mstep: Class 10 contains 1403 members 
Mstep: Class 11 contains 13763 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37629 members 
Mstep: Class 14 contains 54027 members 
Mstep: Class 15 contains 9300 members 
Mstep: Class 16 contains 8682 members 
Mstep: Class 17 contains 109235 members 
Mstep: Class 18 contains 3549 members 
Mstep: Class 19 contains 9734 members 
Mstep: Class 20 contains 53622 members 
Mstep: Class 21 contains 6684 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70989 members 
Mstep: Class 24 contains 97172 members 
Mstep: Class 25 contains 71580 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102826 members 
Mstep: Class 29 contains 4805 members 
Mstep: Class 30 contains 75940 members 
Mstep: Class 31 contains 92483 members 
Mstep: Class 32 contains 3126 members 
Mstep: Class 33 contains 1475 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9529 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2219 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773872.000000 Penalty: 87016.617188
Iteration 294Q: 40 clusters Score -1.117739e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21757 members 
Mstep: Class 4 contains 21371 members 
Mstep: Class 5 contains 9950 members 
Mstep: Class 6 contains 6737 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4684 members 
Mstep: Class 9 contains 4595 members 
Mstep: Class 10 contains 1403 members 
Mstep: Class 11 contains 13762 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37613 members 
Mstep: Class 14 contains 54084 members 
Mstep: Class 15 contains 9301 members 
Mstep: Class 16 contains 8683 members 
Mstep: Class 17 contains 109191 members 
Mstep: Class 18 contains 3550 members 
Mstep: Class 19 contains 9733 members 
Mstep: Class 20 contains 53659 members 
Mstep: Class 21 contains 6684 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70948 members 
Mstep: Class 24 contains 97173 members 
Mstep: Class 25 contains 71535 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102836 members 
Mstep: Class 29 contains 4803 members 
Mstep: Class 30 contains 75930 members 
Mstep: Class 31 contains 92473 members 
Mstep: Class 32 contains 3126 members 
Mstep: Class 33 contains 1475 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9530 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2221 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773824.000000 Penalty: 87016.617188
Iteration 295Q: 40 clusters Score -1.117738e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21743 members 
Mstep: Class 4 contains 21432 members 
Mstep: Class 5 contains 9949 members 
Mstep: Class 6 contains 6737 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4688 members 
Mstep: Class 9 contains 4596 members 
Mstep: Class 10 contains 1403 members 
Mstep: Class 11 contains 13758 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37595 members 
Mstep: Class 14 contains 54127 members 
Mstep: Class 15 contains 9302 members 
Mstep: Class 16 contains 8685 members 
Mstep: Class 17 contains 109173 members 
Mstep: Class 18 contains 3552 members 
Mstep: Class 19 contains 9732 members 
Mstep: Class 20 contains 53680 members 
Mstep: Class 21 contains 6683 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70920 members 
Mstep: Class 24 contains 97150 members 
Mstep: Class 25 contains 71499 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102841 members 
Mstep: Class 29 contains 4803 members 
Mstep: Class 30 contains 75917 members 
Mstep: Class 31 contains 92485 members 
Mstep: Class 32 contains 3126 members 
Mstep: Class 33 contains 1476 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9532 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2221 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773432.000000 Penalty: 87016.617188
Iteration 296Q: 40 clusters Score -1.117734e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21733 members 
Mstep: Class 4 contains 21494 members 
Mstep: Class 5 contains 9950 members 
Mstep: Class 6 contains 6737 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4697 members 
Mstep: Class 9 contains 4596 members 
Mstep: Class 10 contains 1403 members 
Mstep: Class 11 contains 13757 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37583 members 
Mstep: Class 14 contains 54177 members 
Mstep: Class 15 contains 9302 members 
Mstep: Class 16 contains 8684 members 
Mstep: Class 17 contains 109170 members 
Mstep: Class 18 contains 3555 members 
Mstep: Class 19 contains 9731 members 
Mstep: Class 20 contains 53701 members 
Mstep: Class 21 contains 6683 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70891 members 
Mstep: Class 24 contains 97127 members 
Mstep: Class 25 contains 71468 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102815 members 
Mstep: Class 29 contains 4804 members 
Mstep: Class 30 contains 75921 members 
Mstep: Class 31 contains 92471 members 
Mstep: Class 32 contains 3125 members 
Mstep: Class 33 contains 1477 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9532 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2221 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773472.000000 Penalty: 87016.617188
Iteration 297Q: 40 clusters Score -1.117735e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21725 members 
Mstep: Class 4 contains 21542 members 
Mstep: Class 5 contains 9952 members 
Mstep: Class 6 contains 6736 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4712 members 
Mstep: Class 9 contains 4599 members 
Mstep: Class 10 contains 1403 members 
Mstep: Class 11 contains 13755 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37567 members 
Mstep: Class 14 contains 54233 members 
Mstep: Class 15 contains 9303 members 
Mstep: Class 16 contains 8683 members 
Mstep: Class 17 contains 109146 members 
Mstep: Class 18 contains 3558 members 
Mstep: Class 19 contains 9732 members 
Mstep: Class 20 contains 53714 members 
Mstep: Class 21 contains 6685 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70857 members 
Mstep: Class 24 contains 97104 members 
Mstep: Class 25 contains 71430 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102822 members 
Mstep: Class 29 contains 4804 members 
Mstep: Class 30 contains 75916 members 
Mstep: Class 31 contains 92473 members 
Mstep: Class 32 contains 3124 members 
Mstep: Class 33 contains 1477 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9531 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2222 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773400.000000 Penalty: 87016.617188
Iteration 298Q: 40 clusters Score -1.117734e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21714 members 
Mstep: Class 4 contains 21601 members 
Mstep: Class 5 contains 9955 members 
Mstep: Class 6 contains 6736 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4723 members 
Mstep: Class 9 contains 4599 members 
Mstep: Class 10 contains 1403 members 
Mstep: Class 11 contains 13755 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37552 members 
Mstep: Class 14 contains 54282 members 
Mstep: Class 15 contains 9302 members 
Mstep: Class 16 contains 8682 members 
Mstep: Class 17 contains 109117 members 
Mstep: Class 18 contains 3558 members 
Mstep: Class 19 contains 9730 members 
Mstep: Class 20 contains 53709 members 
Mstep: Class 21 contains 6686 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70826 members 
Mstep: Class 24 contains 97106 members 
Mstep: Class 25 contains 71391 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102833 members 
Mstep: Class 29 contains 4804 members 
Mstep: Class 30 contains 75916 members 
Mstep: Class 31 contains 92474 members 
Mstep: Class 32 contains 3123 members 
Mstep: Class 33 contains 1477 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9529 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2222 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773488.000000 Penalty: 87016.617188
Iteration 299Q: 40 clusters Score -1.117735e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21708 members 
Mstep: Class 4 contains 21659 members 
Mstep: Class 5 contains 9954 members 
Mstep: Class 6 contains 6740 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4728 members 
Mstep: Class 9 contains 4601 members 
Mstep: Class 10 contains 1403 members 
Mstep: Class 11 contains 13750 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37537 members 
Mstep: Class 14 contains 54325 members 
Mstep: Class 15 contains 9301 members 
Mstep: Class 16 contains 8683 members 
Mstep: Class 17 contains 109085 members 
Mstep: Class 18 contains 3559 members 
Mstep: Class 19 contains 9729 members 
Mstep: Class 20 contains 53733 members 
Mstep: Class 21 contains 6688 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70792 members 
Mstep: Class 24 contains 97086 members 
Mstep: Class 25 contains 71355 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102840 members 
Mstep: Class 29 contains 4803 members 
Mstep: Class 30 contains 75926 members 
Mstep: Class 31 contains 92470 members 
Mstep: Class 32 contains 3122 members 
Mstep: Class 33 contains 1477 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9529 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2222 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773688.000000 Penalty: 87016.617188
Iteration 300F: 40 clusters Score -1.117737e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21699 members 
Mstep: Class 4 contains 21735 members 
Mstep: Class 5 contains 9954 members 
Mstep: Class 6 contains 6743 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4736 members 
Mstep: Class 9 contains 4600 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 13750 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37524 members 
Mstep: Class 14 contains 54376 members 
Mstep: Class 15 contains 9301 members 
Mstep: Class 16 contains 8683 members 
Mstep: Class 17 contains 109063 members 
Mstep: Class 18 contains 3561 members 
Mstep: Class 19 contains 9729 members 
Mstep: Class 20 contains 53727 members 
Mstep: Class 21 contains 6688 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70761 members 
Mstep: Class 24 contains 97089 members 
Mstep: Class 25 contains 71316 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102814 members 
Mstep: Class 29 contains 4803 members 
Mstep: Class 30 contains 75923 members 
Mstep: Class 31 contains 92476 members 
Mstep: Class 32 contains 3122 members 
Mstep: Class 33 contains 1477 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9530 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2222 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773704.000000 Penalty: 87016.617188
Iteration 301Q: 40 clusters Score -1.117737e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21697 members 
Mstep: Class 4 contains 21794 members 
Mstep: Class 5 contains 9954 members 
Mstep: Class 6 contains 6741 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4742 members 
Mstep: Class 9 contains 4599 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 13747 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37511 members 
Mstep: Class 14 contains 54418 members 
Mstep: Class 15 contains 9301 members 
Mstep: Class 16 contains 8685 members 
Mstep: Class 17 contains 109018 members 
Mstep: Class 18 contains 3561 members 
Mstep: Class 19 contains 9730 members 
Mstep: Class 20 contains 53704 members 
Mstep: Class 21 contains 6687 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70729 members 
Mstep: Class 24 contains 97095 members 
Mstep: Class 25 contains 71298 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102829 members 
Mstep: Class 29 contains 4803 members 
Mstep: Class 30 contains 75922 members 
Mstep: Class 31 contains 92485 members 
Mstep: Class 32 contains 3121 members 
Mstep: Class 33 contains 1477 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9532 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2222 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773816.000000 Penalty: 87016.617188
Iteration 302Q: 40 clusters Score -1.117738e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21690 members 
Mstep: Class 4 contains 21838 members 
Mstep: Class 5 contains 9951 members 
Mstep: Class 6 contains 6743 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4748 members 
Mstep: Class 9 contains 4600 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 13747 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37512 members 
Mstep: Class 14 contains 54459 members 
Mstep: Class 15 contains 9301 members 
Mstep: Class 16 contains 8686 members 
Mstep: Class 17 contains 108995 members 
Mstep: Class 18 contains 3560 members 
Mstep: Class 19 contains 9729 members 
Mstep: Class 20 contains 53685 members 
Mstep: Class 21 contains 6685 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70691 members 
Mstep: Class 24 contains 97101 members 
Mstep: Class 25 contains 71262 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102849 members 
Mstep: Class 29 contains 4803 members 
Mstep: Class 30 contains 75929 members 
Mstep: Class 31 contains 92490 members 
Mstep: Class 32 contains 3121 members 
Mstep: Class 33 contains 1477 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9529 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2222 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773768.000000 Penalty: 87016.617188
Iteration 303Q: 40 clusters Score -1.117738e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21682 members 
Mstep: Class 4 contains 21884 members 
Mstep: Class 5 contains 9946 members 
Mstep: Class 6 contains 6743 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4750 members 
Mstep: Class 9 contains 4601 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 13746 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37507 members 
Mstep: Class 14 contains 54498 members 
Mstep: Class 15 contains 9301 members 
Mstep: Class 16 contains 8685 members 
Mstep: Class 17 contains 109005 members 
Mstep: Class 18 contains 3559 members 
Mstep: Class 19 contains 9729 members 
Mstep: Class 20 contains 53654 members 
Mstep: Class 21 contains 6685 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70651 members 
Mstep: Class 24 contains 97124 members 
Mstep: Class 25 contains 71233 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102851 members 
Mstep: Class 29 contains 4803 members 
Mstep: Class 30 contains 75920 members 
Mstep: Class 31 contains 92495 members 
Mstep: Class 32 contains 3121 members 
Mstep: Class 33 contains 1477 members 
Mstep: Class 34 contains 1084 members 
Mstep: Class 35 contains 9530 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2222 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773992.000000 Penalty: 87016.617188
Iteration 304Q: 40 clusters Score -1.11774e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21674 members 
Mstep: Class 4 contains 21946 members 
Mstep: Class 5 contains 9948 members 
Mstep: Class 6 contains 6742 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4751 members 
Mstep: Class 9 contains 4601 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 13744 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37502 members 
Mstep: Class 14 contains 54529 members 
Mstep: Class 15 contains 9301 members 
Mstep: Class 16 contains 8686 members 
Mstep: Class 17 contains 109009 members 
Mstep: Class 18 contains 3560 members 
Mstep: Class 19 contains 9729 members 
Mstep: Class 20 contains 53631 members 
Mstep: Class 21 contains 6685 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70608 members 
Mstep: Class 24 contains 97123 members 
Mstep: Class 25 contains 71226 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102826 members 
Mstep: Class 29 contains 4803 members 
Mstep: Class 30 contains 75912 members 
Mstep: Class 31 contains 92516 members 
Mstep: Class 32 contains 3121 members 
Mstep: Class 33 contains 1477 members 
Mstep: Class 34 contains 1084 members 
Mstep: Class 35 contains 9530 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2222 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774168.000000 Penalty: 87016.617188
Iteration 305Q: 40 clusters Score -1.117742e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21662 members 
Mstep: Class 4 contains 22011 members 
Mstep: Class 5 contains 9955 members 
Mstep: Class 6 contains 6742 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4753 members 
Mstep: Class 9 contains 4600 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 13742 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37497 members 
Mstep: Class 14 contains 54564 members 
Mstep: Class 15 contains 9300 members 
Mstep: Class 16 contains 8685 members 
Mstep: Class 17 contains 108972 members 
Mstep: Class 18 contains 3555 members 
Mstep: Class 19 contains 9729 members 
Mstep: Class 20 contains 53627 members 
Mstep: Class 21 contains 6685 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70583 members 
Mstep: Class 24 contains 97117 members 
Mstep: Class 25 contains 71205 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102845 members 
Mstep: Class 29 contains 4803 members 
Mstep: Class 30 contains 75901 members 
Mstep: Class 31 contains 92519 members 
Mstep: Class 32 contains 3122 members 
Mstep: Class 33 contains 1477 members 
Mstep: Class 34 contains 1084 members 
Mstep: Class 35 contains 9529 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2222 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774104.000000 Penalty: 87016.617188
Iteration 306Q: 40 clusters Score -1.117741e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21657 members 
Mstep: Class 4 contains 22064 members 
Mstep: Class 5 contains 9958 members 
Mstep: Class 6 contains 6744 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4757 members 
Mstep: Class 9 contains 4600 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 13743 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37483 members 
Mstep: Class 14 contains 54605 members 
Mstep: Class 15 contains 9300 members 
Mstep: Class 16 contains 8684 members 
Mstep: Class 17 contains 108962 members 
Mstep: Class 18 contains 3553 members 
Mstep: Class 19 contains 9728 members 
Mstep: Class 20 contains 53619 members 
Mstep: Class 21 contains 6685 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70544 members 
Mstep: Class 24 contains 97110 members 
Mstep: Class 25 contains 71185 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102835 members 
Mstep: Class 29 contains 4804 members 
Mstep: Class 30 contains 75903 members 
Mstep: Class 31 contains 92530 members 
Mstep: Class 32 contains 3123 members 
Mstep: Class 33 contains 1477 members 
Mstep: Class 34 contains 1084 members 
Mstep: Class 35 contains 9526 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2223 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774168.000000 Penalty: 87016.617188
Iteration 307Q: 40 clusters Score -1.117742e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21649 members 
Mstep: Class 4 contains 22123 members 
Mstep: Class 5 contains 9962 members 
Mstep: Class 6 contains 6746 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4762 members 
Mstep: Class 9 contains 4601 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 13743 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37467 members 
Mstep: Class 14 contains 54647 members 
Mstep: Class 15 contains 9300 members 
Mstep: Class 16 contains 8682 members 
Mstep: Class 17 contains 108935 members 
Mstep: Class 18 contains 3550 members 
Mstep: Class 19 contains 9728 members 
Mstep: Class 20 contains 53623 members 
Mstep: Class 21 contains 6685 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70518 members 
Mstep: Class 24 contains 97114 members 
Mstep: Class 25 contains 71168 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102808 members 
Mstep: Class 29 contains 4804 members 
Mstep: Class 30 contains 75908 members 
Mstep: Class 31 contains 92531 members 
Mstep: Class 32 contains 3123 members 
Mstep: Class 33 contains 1477 members 
Mstep: Class 34 contains 1084 members 
Mstep: Class 35 contains 9526 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2223 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773904.000000 Penalty: 87016.617188
Iteration 308Q: 40 clusters Score -1.117739e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21639 members 
Mstep: Class 4 contains 22176 members 
Mstep: Class 5 contains 9962 members 
Mstep: Class 6 contains 6748 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4774 members 
Mstep: Class 9 contains 4601 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 13743 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37449 members 
Mstep: Class 14 contains 54667 members 
Mstep: Class 15 contains 9300 members 
Mstep: Class 16 contains 8682 members 
Mstep: Class 17 contains 108893 members 
Mstep: Class 18 contains 3544 members 
Mstep: Class 19 contains 9728 members 
Mstep: Class 20 contains 53629 members 
Mstep: Class 21 contains 6686 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70507 members 
Mstep: Class 24 contains 97110 members 
Mstep: Class 25 contains 71145 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102824 members 
Mstep: Class 29 contains 4804 members 
Mstep: Class 30 contains 75909 members 
Mstep: Class 31 contains 92532 members 
Mstep: Class 32 contains 3123 members 
Mstep: Class 33 contains 1478 members 
Mstep: Class 34 contains 1084 members 
Mstep: Class 35 contains 9526 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2224 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111773992.000000 Penalty: 87016.617188
Iteration 309Q: 40 clusters Score -1.11774e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21637 members 
Mstep: Class 4 contains 22238 members 
Mstep: Class 5 contains 9964 members 
Mstep: Class 6 contains 6753 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4787 members 
Mstep: Class 9 contains 4601 members 
Mstep: Class 10 contains 1403 members 
Mstep: Class 11 contains 13743 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37431 members 
Mstep: Class 14 contains 54687 members 
Mstep: Class 15 contains 9300 members 
Mstep: Class 16 contains 8681 members 
Mstep: Class 17 contains 108855 members 
Mstep: Class 18 contains 3545 members 
Mstep: Class 19 contains 9728 members 
Mstep: Class 20 contains 53610 members 
Mstep: Class 21 contains 6686 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70494 members 
Mstep: Class 24 contains 97111 members 
Mstep: Class 25 contains 71122 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102833 members 
Mstep: Class 29 contains 4801 members 
Mstep: Class 30 contains 75897 members 
Mstep: Class 31 contains 92545 members 
Mstep: Class 32 contains 3123 members 
Mstep: Class 33 contains 1478 members 
Mstep: Class 34 contains 1084 members 
Mstep: Class 35 contains 9528 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2224 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774096.000000 Penalty: 87016.617188
Iteration 310Q: 40 clusters Score -1.117741e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21639 members 
Mstep: Class 4 contains 22284 members 
Mstep: Class 5 contains 9962 members 
Mstep: Class 6 contains 6753 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4797 members 
Mstep: Class 9 contains 4602 members 
Mstep: Class 10 contains 1403 members 
Mstep: Class 11 contains 13744 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37416 members 
Mstep: Class 14 contains 54697 members 
Mstep: Class 15 contains 9299 members 
Mstep: Class 16 contains 8684 members 
Mstep: Class 17 contains 108846 members 
Mstep: Class 18 contains 3546 members 
Mstep: Class 19 contains 9728 members 
Mstep: Class 20 contains 53578 members 
Mstep: Class 21 contains 6685 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70485 members 
Mstep: Class 24 contains 97100 members 
Mstep: Class 25 contains 71092 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102856 members 
Mstep: Class 29 contains 4797 members 
Mstep: Class 30 contains 75891 members 
Mstep: Class 31 contains 92568 members 
Mstep: Class 32 contains 3123 members 
Mstep: Class 33 contains 1478 members 
Mstep: Class 34 contains 1084 members 
Mstep: Class 35 contains 9529 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2224 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774160.000000 Penalty: 87016.617188
Iteration 311Q: 40 clusters Score -1.117742e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21635 members 
Mstep: Class 4 contains 22334 members 
Mstep: Class 5 contains 9969 members 
Mstep: Class 6 contains 6755 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4802 members 
Mstep: Class 9 contains 4603 members 
Mstep: Class 10 contains 1403 members 
Mstep: Class 11 contains 13742 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37407 members 
Mstep: Class 14 contains 54721 members 
Mstep: Class 15 contains 9299 members 
Mstep: Class 16 contains 8686 members 
Mstep: Class 17 contains 108828 members 
Mstep: Class 18 contains 3548 members 
Mstep: Class 19 contains 9728 members 
Mstep: Class 20 contains 53563 members 
Mstep: Class 21 contains 6686 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70482 members 
Mstep: Class 24 contains 97091 members 
Mstep: Class 25 contains 71059 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102845 members 
Mstep: Class 29 contains 4798 members 
Mstep: Class 30 contains 75902 members 
Mstep: Class 31 contains 92570 members 
Mstep: Class 32 contains 3123 members 
Mstep: Class 33 contains 1478 members 
Mstep: Class 34 contains 1084 members 
Mstep: Class 35 contains 9526 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2224 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774336.000000 Penalty: 87016.617188
Iteration 312Q: 40 clusters Score -1.117743e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21628 members 
Mstep: Class 4 contains 22395 members 
Mstep: Class 5 contains 9976 members 
Mstep: Class 6 contains 6756 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4810 members 
Mstep: Class 9 contains 4603 members 
Mstep: Class 10 contains 1403 members 
Mstep: Class 11 contains 13740 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37401 members 
Mstep: Class 14 contains 54740 members 
Mstep: Class 15 contains 9299 members 
Mstep: Class 16 contains 8687 members 
Mstep: Class 17 contains 108831 members 
Mstep: Class 18 contains 3547 members 
Mstep: Class 19 contains 9729 members 
Mstep: Class 20 contains 53556 members 
Mstep: Class 21 contains 6686 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70472 members 
Mstep: Class 24 contains 97089 members 
Mstep: Class 25 contains 71028 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102815 members 
Mstep: Class 29 contains 4798 members 
Mstep: Class 30 contains 75906 members 
Mstep: Class 31 contains 92563 members 
Mstep: Class 32 contains 3122 members 
Mstep: Class 33 contains 1478 members 
Mstep: Class 34 contains 1084 members 
Mstep: Class 35 contains 9525 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2224 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774224.000000 Penalty: 87016.617188
Iteration 313Q: 40 clusters Score -1.117742e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21628 members 
Mstep: Class 4 contains 22459 members 
Mstep: Class 5 contains 9986 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4819 members 
Mstep: Class 9 contains 4603 members 
Mstep: Class 10 contains 1405 members 
Mstep: Class 11 contains 13743 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37387 members 
Mstep: Class 14 contains 54762 members 
Mstep: Class 15 contains 9299 members 
Mstep: Class 16 contains 8689 members 
Mstep: Class 17 contains 108776 members 
Mstep: Class 18 contains 3544 members 
Mstep: Class 19 contains 9729 members 
Mstep: Class 20 contains 53549 members 
Mstep: Class 21 contains 6687 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70460 members 
Mstep: Class 24 contains 97092 members 
Mstep: Class 25 contains 71010 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102823 members 
Mstep: Class 29 contains 4798 members 
Mstep: Class 30 contains 75898 members 
Mstep: Class 31 contains 92559 members 
Mstep: Class 32 contains 3118 members 
Mstep: Class 33 contains 1478 members 
Mstep: Class 34 contains 1085 members 
Mstep: Class 35 contains 9523 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2224 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774168.000000 Penalty: 87016.617188
Iteration 314Q: 40 clusters Score -1.117742e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21617 members 
Mstep: Class 4 contains 22526 members 
Mstep: Class 5 contains 9990 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4825 members 
Mstep: Class 9 contains 4603 members 
Mstep: Class 10 contains 1405 members 
Mstep: Class 11 contains 13743 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37378 members 
Mstep: Class 14 contains 54788 members 
Mstep: Class 15 contains 9299 members 
Mstep: Class 16 contains 8692 members 
Mstep: Class 17 contains 108764 members 
Mstep: Class 18 contains 3542 members 
Mstep: Class 19 contains 9729 members 
Mstep: Class 20 contains 53535 members 
Mstep: Class 21 contains 6689 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70446 members 
Mstep: Class 24 contains 97080 members 
Mstep: Class 25 contains 70970 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102825 members 
Mstep: Class 29 contains 4798 members 
Mstep: Class 30 contains 75896 members 
Mstep: Class 31 contains 92561 members 
Mstep: Class 32 contains 3119 members 
Mstep: Class 33 contains 1478 members 
Mstep: Class 34 contains 1086 members 
Mstep: Class 35 contains 9525 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2225 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774288.000000 Penalty: 87016.617188
Iteration 315Q: 40 clusters Score -1.117743e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21610 members 
Mstep: Class 4 contains 22592 members 
Mstep: Class 5 contains 9993 members 
Mstep: Class 6 contains 6759 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4832 members 
Mstep: Class 9 contains 4602 members 
Mstep: Class 10 contains 1405 members 
Mstep: Class 11 contains 13746 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37375 members 
Mstep: Class 14 contains 54817 members 
Mstep: Class 15 contains 9299 members 
Mstep: Class 16 contains 8693 members 
Mstep: Class 17 contains 108745 members 
Mstep: Class 18 contains 3540 members 
Mstep: Class 19 contains 9729 members 
Mstep: Class 20 contains 53517 members 
Mstep: Class 21 contains 6690 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70425 members 
Mstep: Class 24 contains 97084 members 
Mstep: Class 25 contains 70928 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102830 members 
Mstep: Class 29 contains 4797 members 
Mstep: Class 30 contains 75880 members 
Mstep: Class 31 contains 92566 members 
Mstep: Class 32 contains 3118 members 
Mstep: Class 33 contains 1478 members 
Mstep: Class 34 contains 1086 members 
Mstep: Class 35 contains 9529 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774432.000000 Penalty: 87016.617188
Iteration 316Q: 40 clusters Score -1.117744e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21596 members 
Mstep: Class 4 contains 22661 members 
Mstep: Class 5 contains 10001 members 
Mstep: Class 6 contains 6765 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4845 members 
Mstep: Class 9 contains 4602 members 
Mstep: Class 10 contains 1405 members 
Mstep: Class 11 contains 13750 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37358 members 
Mstep: Class 14 contains 54825 members 
Mstep: Class 15 contains 9299 members 
Mstep: Class 16 contains 8696 members 
Mstep: Class 17 contains 108728 members 
Mstep: Class 18 contains 3536 members 
Mstep: Class 19 contains 9729 members 
Mstep: Class 20 contains 53503 members 
Mstep: Class 21 contains 6690 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70396 members 
Mstep: Class 24 contains 97097 members 
Mstep: Class 25 contains 70891 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102829 members 
Mstep: Class 29 contains 4797 members 
Mstep: Class 30 contains 75873 members 
Mstep: Class 31 contains 92583 members 
Mstep: Class 32 contains 3115 members 
Mstep: Class 33 contains 1478 members 
Mstep: Class 34 contains 1086 members 
Mstep: Class 35 contains 9531 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774448.000000 Penalty: 87016.617188
Iteration 317Q: 40 clusters Score -1.117744e+08 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21591 members 
Mstep: Class 4 contains 22715 members 
Mstep: Class 5 contains 10004 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 4603 members 
Mstep: Class 10 contains 1405 members 
Mstep: Class 11 contains 13752 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37341 members 
Mstep: Class 14 contains 54845 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 8696 members 
Mstep: Class 17 contains 108743 members 
Mstep: Class 18 contains 3528 members 
Mstep: Class 19 contains 9729 members 
Mstep: Class 20 contains 53498 members 
Mstep: Class 21 contains 6691 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70365 members 
Mstep: Class 24 contains 97104 members 
Mstep: Class 25 contains 70860 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102799 members 
Mstep: Class 29 contains 4800 members 
Mstep: Class 30 contains 75862 members 
Mstep: Class 31 contains 92604 members 
Mstep: Class 32 contains 3115 members 
Mstep: Class 33 contains 1478 members 
Mstep: Class 34 contains 1086 members 
Mstep: Class 35 contains 9529 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2227 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774272.000000 Penalty: 87016.617188
Iteration 318Q: 40 clusters Score -1.117743e+08 nChanged 636
Entering ConstructFrom: 
Score: -111774272.000000 Penalty: 87016.617188
Entering ConstructFrom: 
Trying to split cluster 1 (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: -354008.937500 Penalty: 1305.785400
	Iteration 0F: 2 clusters Score -354008.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -351275.000000 Penalty: 2611.570801
	Iteration 0F: 3 clusters Score -351275 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -352249.031250 Penalty: 2611.570801
	Iteration 1F: 3 clusters Score -352249 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -352632.656250 Penalty: 2611.570801
	Iteration 2F: 3 clusters Score -352632.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -352866.562500 Penalty: 2611.570801
	Iteration 3F: 3 clusters Score -352866.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -353056.156250 Penalty: 2611.570801
	Iteration 4F: 3 clusters Score -353056.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -353210.562500 Penalty: 2611.570801
	Iteration 5F: 3 clusters Score -353210.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -353305.250000 Penalty: 2611.570801
	Iteration 6Q: 3 clusters Score -353305.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -353380.093750 Penalty: 2611.570801
	Iteration 7Q: 3 clusters Score -353380.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -353433.562500 Penalty: 2611.570801
	Iteration 8Q: 3 clusters Score -353433.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -353482.187500 Penalty: 2611.570801
	Iteration 9Q: 3 clusters Score -353482.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -353519.468750 Penalty: 2611.570801
	Iteration 10Q: 3 clusters Score -353519.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -353540.875000 Penalty: 2611.570801
	Iteration 11Q: 3 clusters Score -353540.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -353557.375000 Penalty: 2611.570801
	Iteration 12Q: 3 clusters Score -353557.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -353583.250000 Penalty: 2611.570801
	Iteration 13Q: 3 clusters Score -353583.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -353614.625000 Penalty: 2611.570801
	Iteration 14Q: 3 clusters Score -353614.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -353640.968750 Penalty: 2611.570801
	Iteration 15Q: 3 clusters Score -353641 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -353662.562500 Penalty: 2611.570801
	Iteration 16Q: 3 clusters Score -353662.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -353693.125000 Penalty: 2611.570801
	Iteration 17Q: 3 clusters Score -353693.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -353719.500000 Penalty: 2611.570801
	Iteration 18Q: 3 clusters Score -353719.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -353752.156250 Penalty: 2611.570801
	Iteration 19Q: 3 clusters Score -353752.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -353793.718750 Penalty: 2611.570801
	Iteration 20F: 3 clusters Score -353793.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -353840.187500 Penalty: 2611.570801
	Iteration 21Q: 3 clusters Score -353840.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -353884.562500 Penalty: 2611.570801
	Iteration 22Q: 3 clusters Score -353884.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -353920.781250 Penalty: 2611.570801
	Iteration 23Q: 3 clusters Score -353920.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -353966.187500 Penalty: 2611.570801
	Iteration 24Q: 3 clusters Score -353966.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -354007.125000 Penalty: 2611.570801
	Iteration 25Q: 3 clusters Score -354007.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -354046.593750 Penalty: 2611.570801
	Iteration 26Q: 3 clusters Score -354046.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -354077.531250 Penalty: 2611.570801
	Iteration 27Q: 3 clusters Score -354077.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -354105.750000 Penalty: 2611.570801
	Iteration 28Q: 3 clusters Score -354105.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -354127.000000 Penalty: 2611.570801
	Iteration 29Q: 3 clusters Score -354127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -354179.437500 Penalty: 2611.570801
	Iteration 30Q: 3 clusters Score -354179.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -354210.875000 Penalty: 2611.570801
	Iteration 31Q: 3 clusters Score -354210.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -354231.218750 Penalty: 2611.570801
	Iteration 32Q: 3 clusters Score -354231.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -354244.562500 Penalty: 2611.570801
	Iteration 33Q: 3 clusters Score -354244.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -354251.718750 Penalty: 2611.570801
	Iteration 34Q: 3 clusters Score -354251.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -354256.687500 Penalty: 2611.570801
	Iteration 35Q: 3 clusters Score -354256.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -354264.562500 Penalty: 2611.570801
	Iteration 36Q: 3 clusters Score -354264.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -354281.281250 Penalty: 2611.570801
	Iteration 37Q: 3 clusters Score -354281.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -354309.000000 Penalty: 2611.570801
	Iteration 38Q: 3 clusters Score -354309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -354334.500000 Penalty: 2611.570801
	Iteration 39Q: 3 clusters Score -354334.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -354352.812500 Penalty: 2611.570801
	Iteration 40F: 3 clusters Score -354352.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -354377.593750 Penalty: 2611.570801
	Iteration 41Q: 3 clusters Score -354377.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -354394.937500 Penalty: 2611.570801
	Iteration 42Q: 3 clusters Score -354394.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -354407.343750 Penalty: 2611.570801
	Iteration 43Q: 3 clusters Score -354407.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -354422.687500 Penalty: 2611.570801
	Iteration 44Q: 3 clusters Score -354422.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -354422.687500 Penalty: 2611.570801
	Iteration 45F: 3 clusters Score -354422.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21585 members 
Mstep: Class 4 contains 22764 members 
Mstep: Class 5 contains 10006 members 
Mstep: Class 6 contains 6771 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4862 members 
Mstep: Class 9 contains 4604 members 
Mstep: Class 10 contains 1405 members 
Mstep: Class 11 contains 13754 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37322 members 
Mstep: Class 14 contains 54862 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 8698 members 
Mstep: Class 17 contains 108757 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 9729 members 
Mstep: Class 20 contains 53490 members 
Mstep: Class 21 contains 6689 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70344 members 
Mstep: Class 24 contains 97117 members 
Mstep: Class 25 contains 70835 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102773 members 
Mstep: Class 29 contains 4800 members 
Mstep: Class 30 contains 75858 members 
Mstep: Class 31 contains 92609 members 
Mstep: Class 32 contains 3115 members 
Mstep: Class 33 contains 1478 members 
Mstep: Class 34 contains 1086 members 
Mstep: Class 35 contains 9527 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2227 members 
Mstep: Class 39 contains 475 members 
Mstep: Class 40 contains 2842 members 
Entering Unmasked Estep 
Score: -111773816.000000 Penalty: 89247.812500
Splitting cluster 1 changes total score from -111774272.000000 to -111773816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -63770.308594 Penalty: 1065.937500
	Iteration 0F: 2 clusters Score -63770.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -62726.703125 Penalty: 2131.875000
	Iteration 0F: 3 clusters Score -62726.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -63376.375000 Penalty: 2131.875000
	Iteration 1F: 3 clusters Score -63376.38 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -63760.214844 Penalty: 2131.875000
	Iteration 2F: 3 clusters Score -63760.21 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -63843.554688 Penalty: 2131.875000
	Iteration 3F: 3 clusters Score -63843.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -63941.921875 Penalty: 2131.875000
	Iteration 4Q: 3 clusters Score -63941.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -63987.605469 Penalty: 2131.875000
	Iteration 5Q: 3 clusters Score -63987.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -63999.750000 Penalty: 2131.875000
	Iteration 6Q: 3 clusters Score -63999.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -64001.832031 Penalty: 2131.875000
	Iteration 7Q: 3 clusters Score -64001.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -64001.832031 Penalty: 2131.875000
	Iteration 8F: 3 clusters Score -64001.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 532 members 
Mstep: Class 3 contains 21585 members 
Mstep: Class 4 contains 22764 members 
Mstep: Class 5 contains 10006 members 
Mstep: Class 6 contains 6771 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4862 members 
Mstep: Class 9 contains 4604 members 
Mstep: Class 10 contains 1405 members 
Mstep: Class 11 contains 13754 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37322 members 
Mstep: Class 14 contains 54862 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 8698 members 
Mstep: Class 17 contains 108757 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 9729 members 
Mstep: Class 20 contains 53490 members 
Mstep: Class 21 contains 6689 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70344 members 
Mstep: Class 24 contains 97117 members 
Mstep: Class 25 contains 70835 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102773 members 
Mstep: Class 29 contains 4800 members 
Mstep: Class 30 contains 75858 members 
Mstep: Class 31 contains 92609 members 
Mstep: Class 32 contains 3115 members 
Mstep: Class 33 contains 1478 members 
Mstep: Class 34 contains 1086 members 
Mstep: Class 35 contains 9527 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2227 members 
Mstep: Class 39 contains 475 members 
Mstep: Class 40 contains 174 members 
Entering Unmasked Estep 
Score: -111773344.000000 Penalty: 89247.812500
Splitting cluster 2 changes total score from -111774272.000000 to -111773344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (21585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Entering Unmasked Estep 
Score: -2744976.500000 Penalty: 1621.709961
	Iteration 0F: 2 clusters Score -2744976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -2730179.250000 Penalty: 3243.419922
	Iteration 0F: 3 clusters Score -2730179 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2735770.500000 Penalty: 3243.419922
	Iteration 1F: 3 clusters Score -2735770 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2736146.750000 Penalty: 3243.419922
	Iteration 2Q: 3 clusters Score -2736147 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2736557.500000 Penalty: 3243.419922
	Iteration 3Q: 3 clusters Score -2736558 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2737073.000000 Penalty: 3243.419922
	Iteration 4Q: 3 clusters Score -2737073 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2737636.000000 Penalty: 3243.419922
	Iteration 5Q: 3 clusters Score -2737636 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2738318.750000 Penalty: 3243.419922
	Iteration 6Q: 3 clusters Score -2738319 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -2739074.000000 Penalty: 3243.419922
	Iteration 7F: 3 clusters Score -2739074 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2739864.250000 Penalty: 3243.419922
	Iteration 8F: 3 clusters Score -2739864 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2740584.750000 Penalty: 3243.419922
	Iteration 9Q: 3 clusters Score -2740585 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2741136.000000 Penalty: 3243.419922
	Iteration 10Q: 3 clusters Score -2741136 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2741434.500000 Penalty: 3243.419922
	Iteration 11Q: 3 clusters Score -2741434 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2741639.250000 Penalty: 3243.419922
	Iteration 12Q: 3 clusters Score -2741639 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2741792.750000 Penalty: 3243.419922
	Iteration 13Q: 3 clusters Score -2741793 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2741938.500000 Penalty: 3243.419922
	Iteration 14Q: 3 clusters Score -2741938 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2742076.500000 Penalty: 3243.419922
	Iteration 15Q: 3 clusters Score -2742076 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2742180.750000 Penalty: 3243.419922
	Iteration 16Q: 3 clusters Score -2742181 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2742264.500000 Penalty: 3243.419922
	Iteration 17Q: 3 clusters Score -2742264 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -2742376.500000 Penalty: 3243.419922
	Iteration 18Q: 3 clusters Score -2742376 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2742481.000000 Penalty: 3243.419922
	Iteration 19Q: 3 clusters Score -2742481 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -2742590.000000 Penalty: 3243.419922
	Iteration 20F: 3 clusters Score -2742590 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2742706.000000 Penalty: 3243.419922
	Iteration 21Q: 3 clusters Score -2742706 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -2742834.500000 Penalty: 3243.419922
	Iteration 22Q: 3 clusters Score -2742834 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -2742928.000000 Penalty: 3243.419922
	Iteration 23Q: 3 clusters Score -2742928 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -2743010.000000 Penalty: 3243.419922
	Iteration 24Q: 3 clusters Score -2743010 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -2743084.500000 Penalty: 3243.419922
	Iteration 25Q: 3 clusters Score -2743084 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -2743136.750000 Penalty: 3243.419922
	Iteration 26Q: 3 clusters Score -2743137 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -2743213.000000 Penalty: 3243.419922
	Iteration 27Q: 3 clusters Score -2743213 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -2743286.000000 Penalty: 3243.419922
	Iteration 28Q: 3 clusters Score -2743286 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -2743341.500000 Penalty: 3243.419922
	Iteration 29Q: 3 clusters Score -2743342 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -2743396.250000 Penalty: 3243.419922
	Iteration 30Q: 3 clusters Score -2743396 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -2743445.000000 Penalty: 3243.419922
	Iteration 31Q: 3 clusters Score -2743445 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2743477.000000 Penalty: 3243.419922
	Iteration 32Q: 3 clusters Score -2743477 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -2743512.000000 Penalty: 3243.419922
	Iteration 33Q: 3 clusters Score -2743512 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -2743537.000000 Penalty: 3243.419922
	Iteration 34Q: 3 clusters Score -2743537 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -2743561.250000 Penalty: 3243.419922
	Iteration 35Q: 3 clusters Score -2743561 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -2743576.000000 Penalty: 3243.419922
	Iteration 36Q: 3 clusters Score -2743576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -2743590.250000 Penalty: 3243.419922
	Iteration 37Q: 3 clusters Score -2743590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -2743598.500000 Penalty: 3243.419922
	Iteration 38Q: 3 clusters Score -2743598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -2743612.000000 Penalty: 3243.419922
	Iteration 39Q: 3 clusters Score -2743612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -2743620.750000 Penalty: 3243.419922
	Iteration 40F: 3 clusters Score -2743621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -2743626.000000 Penalty: 3243.419922
	Iteration 41Q: 3 clusters Score -2743626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -2743629.500000 Penalty: 3243.419922
	Iteration 42Q: 3 clusters Score -2743630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -2743633.000000 Penalty: 3243.419922
	Iteration 43Q: 3 clusters Score -2743633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -2743637.000000 Penalty: 3243.419922
	Iteration 44Q: 3 clusters Score -2743637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -2743643.250000 Penalty: 3243.419922
	Iteration 45Q: 3 clusters Score -2743643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -2743648.250000 Penalty: 3243.419922
	Iteration 46Q: 3 clusters Score -2743648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -2743649.250000 Penalty: 3243.419922
	Iteration 47Q: 3 clusters Score -2743649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -2743648.250000 Penalty: 3243.419922
	Iteration 48Q: 3 clusters Score -2743648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -2743650.500000 Penalty: 3243.419922
	Iteration 49Q: 3 clusters Score -2743650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -2743656.000000 Penalty: 3243.419922
	Iteration 50Q: 3 clusters Score -2743656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -2743658.000000 Penalty: 3243.419922
	Iteration 51Q: 3 clusters Score -2743658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -2743658.750000 Penalty: 3243.419922
	Iteration 52Q: 3 clusters Score -2743659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -2743662.250000 Penalty: 3243.419922
	Iteration 53Q: 3 clusters Score -2743662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -2743662.000000 Penalty: 3243.419922
	Iteration 54Q: 3 clusters Score -2743662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -2743664.500000 Penalty: 3243.419922
	Iteration 55Q: 3 clusters Score -2743664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -2743669.500000 Penalty: 3243.419922
	Iteration 56Q: 3 clusters Score -2743670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -2743675.250000 Penalty: 3243.419922
	Iteration 57Q: 3 clusters Score -2743675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -2743677.750000 Penalty: 3243.419922
	Iteration 58Q: 3 clusters Score -2743678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -2743679.000000 Penalty: 3243.419922
	Iteration 59Q: 3 clusters Score -2743679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -2743679.500000 Penalty: 3243.419922
	Iteration 60F: 3 clusters Score -2743680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -2743679.500000 Penalty: 3243.419922
	Iteration 61Q: 3 clusters Score -2743680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -2743680.750000 Penalty: 3243.419922
	Iteration 62Q: 3 clusters Score -2743681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -2743680.750000 Penalty: 3243.419922
	Iteration 63F: 3 clusters Score -2743681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Entering Unmasked Estep 
Score: -2865787.250000 Penalty: 1630.352173
	Iteration 0F: 2 clusters Score -2865787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2850419.750000 Penalty: 3260.704346
	Iteration 0F: 3 clusters Score -2850420 nChanged 10243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2855962.750000 Penalty: 3260.704346
	Iteration 1F: 3 clusters Score -2855963 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2856349.750000 Penalty: 3260.704346
	Iteration 2Q: 3 clusters Score -2856350 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2856650.250000 Penalty: 3260.704346
	Iteration 3Q: 3 clusters Score -2856650 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2856984.500000 Penalty: 3260.704346
	Iteration 4Q: 3 clusters Score -2856984 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2857368.500000 Penalty: 3260.704346
	Iteration 5Q: 3 clusters Score -2857368 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2857914.250000 Penalty: 3260.704346
	Iteration 6Q: 3 clusters Score -2857914 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2858702.500000 Penalty: 3260.704346
	Iteration 7F: 3 clusters Score -2858702 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2859761.250000 Penalty: 3260.704346
	Iteration 8F: 3 clusters Score -2859761 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2861044.000000 Penalty: 3260.704346
	Iteration 9F: 3 clusters Score -2861044 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2862147.750000 Penalty: 3260.704346
	Iteration 10F: 3 clusters Score -2862148 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2862690.750000 Penalty: 3260.704346
	Iteration 11Q: 3 clusters Score -2862691 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -2862937.000000 Penalty: 3260.704346
	Iteration 12Q: 3 clusters Score -2862937 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2863063.250000 Penalty: 3260.704346
	Iteration 13Q: 3 clusters Score -2863063 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2863150.250000 Penalty: 3260.704346
	Iteration 14Q: 3 clusters Score -2863150 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2863208.250000 Penalty: 3260.704346
	Iteration 15Q: 3 clusters Score -2863208 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -2863266.500000 Penalty: 3260.704346
	Iteration 16Q: 3 clusters Score -2863266 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2863312.250000 Penalty: 3260.704346
	Iteration 17Q: 3 clusters Score -2863312 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2863334.750000 Penalty: 3260.704346
	Iteration 18Q: 3 clusters Score -2863335 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -2863380.250000 Penalty: 3260.704346
	Iteration 19Q: 3 clusters Score -2863380 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2863405.500000 Penalty: 3260.704346
	Iteration 20F: 3 clusters Score -2863406 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2863436.000000 Penalty: 3260.704346
	Iteration 21Q: 3 clusters Score -2863436 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2863458.500000 Penalty: 3260.704346
	Iteration 22Q: 3 clusters Score -2863458 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2863507.250000 Penalty: 3260.704346
	Iteration 23Q: 3 clusters Score -2863507 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2863541.000000 Penalty: 3260.704346
	Iteration 24Q: 3 clusters Score -2863541 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -2863579.500000 Penalty: 3260.704346
	Iteration 25Q: 3 clusters Score -2863580 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -2863610.500000 Penalty: 3260.704346
	Iteration 26Q: 3 clusters Score -2863610 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2863633.750000 Penalty: 3260.704346
	Iteration 27Q: 3 clusters Score -2863634 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2863670.000000 Penalty: 3260.704346
	Iteration 28Q: 3 clusters Score -2863670 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2863697.500000 Penalty: 3260.704346
	Iteration 29Q: 3 clusters Score -2863698 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2863722.250000 Penalty: 3260.704346
	Iteration 30Q: 3 clusters Score -2863722 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2863748.500000 Penalty: 3260.704346
	Iteration 31Q: 3 clusters Score -2863748 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2863768.000000 Penalty: 3260.704346
	Iteration 32Q: 3 clusters Score -2863768 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2863792.500000 Penalty: 3260.704346
	Iteration 33Q: 3 clusters Score -2863792 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2863816.750000 Penalty: 3260.704346
	Iteration 34Q: 3 clusters Score -2863817 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2863851.250000 Penalty: 3260.704346
	Iteration 35Q: 3 clusters Score -2863851 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2863876.750000 Penalty: 3260.704346
	Iteration 36Q: 3 clusters Score -2863877 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2863879.500000 Penalty: 3260.704346
	Iteration 37Q: 3 clusters Score -2863880 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2863904.750000 Penalty: 3260.704346
	Iteration 38Q: 3 clusters Score -2863905 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2863919.250000 Penalty: 3260.704346
	Iteration 39Q: 3 clusters Score -2863919 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2863940.250000 Penalty: 3260.704346
	Iteration 40F: 3 clusters Score -2863940 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2863961.750000 Penalty: 3260.704346
	Iteration 41Q: 3 clusters Score -2863962 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2863982.500000 Penalty: 3260.704346
	Iteration 42Q: 3 clusters Score -2863982 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2863998.750000 Penalty: 3260.704346
	Iteration 43Q: 3 clusters Score -2863999 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2864028.250000 Penalty: 3260.704346
	Iteration 44Q: 3 clusters Score -2864028 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2864047.750000 Penalty: 3260.704346
	Iteration 45Q: 3 clusters Score -2864048 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2864069.250000 Penalty: 3260.704346
	Iteration 46Q: 3 clusters Score -2864069 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2864076.250000 Penalty: 3260.704346
	Iteration 47Q: 3 clusters Score -2864076 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2864097.750000 Penalty: 3260.704346
	Iteration 48Q: 3 clusters Score -2864098 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2864107.000000 Penalty: 3260.704346
	Iteration 49Q: 3 clusters Score -2864107 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2864120.750000 Penalty: 3260.704346
	Iteration 50Q: 3 clusters Score -2864121 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2864126.500000 Penalty: 3260.704346
	Iteration 51Q: 3 clusters Score -2864126 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2864141.000000 Penalty: 3260.704346
	Iteration 52Q: 3 clusters Score -2864141 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2864158.000000 Penalty: 3260.704346
	Iteration 53Q: 3 clusters Score -2864158 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2864166.750000 Penalty: 3260.704346
	Iteration 54Q: 3 clusters Score -2864167 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2864182.500000 Penalty: 3260.704346
	Iteration 55Q: 3 clusters Score -2864182 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2864194.250000 Penalty: 3260.704346
	Iteration 56Q: 3 clusters Score -2864194 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2864198.000000 Penalty: 3260.704346
	Iteration 57Q: 3 clusters Score -2864198 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2864210.500000 Penalty: 3260.704346
	Iteration 58Q: 3 clusters Score -2864210 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2864221.250000 Penalty: 3260.704346
	Iteration 59Q: 3 clusters Score -2864221 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2864225.750000 Penalty: 3260.704346
	Iteration 60F: 3 clusters Score -2864226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2864237.750000 Penalty: 3260.704346
	Iteration 61Q: 3 clusters Score -2864238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2864246.250000 Penalty: 3260.704346
	Iteration 62Q: 3 clusters Score -2864246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2864252.250000 Penalty: 3260.704346
	Iteration 63Q: 3 clusters Score -2864252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2864253.750000 Penalty: 3260.704346
	Iteration 64Q: 3 clusters Score -2864254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2864252.250000 Penalty: 3260.704346
	Iteration 65Q: 3 clusters Score -2864252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2864255.250000 Penalty: 3260.704346
	Iteration 66Q: 3 clusters Score -2864255 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2864273.750000 Penalty: 3260.704346
	Iteration 67Q: 3 clusters Score -2864274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2864279.500000 Penalty: 3260.704346
	Iteration 68Q: 3 clusters Score -2864280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2864276.250000 Penalty: 3260.704346
	Iteration 69Q: 3 clusters Score -2864276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2864286.000000 Penalty: 3260.704346
	Iteration 70Q: 3 clusters Score -2864286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2864297.000000 Penalty: 3260.704346
	Iteration 71Q: 3 clusters Score -2864297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2864299.750000 Penalty: 3260.704346
	Iteration 72Q: 3 clusters Score -2864300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2864306.250000 Penalty: 3260.704346
	Iteration 73Q: 3 clusters Score -2864306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2864307.000000 Penalty: 3260.704346
	Iteration 74Q: 3 clusters Score -2864307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2864304.250000 Penalty: 3260.704346
	Iteration 75Q: 3 clusters Score -2864304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2864308.250000 Penalty: 3260.704346
	Iteration 76Q: 3 clusters Score -2864308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2864315.250000 Penalty: 3260.704346
	Iteration 77Q: 3 clusters Score -2864315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2864318.250000 Penalty: 3260.704346
	Iteration 78Q: 3 clusters Score -2864318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2864325.750000 Penalty: 3260.704346
	Iteration 79Q: 3 clusters Score -2864326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2864331.750000 Penalty: 3260.704346
	Iteration 80F: 3 clusters Score -2864332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2864329.250000 Penalty: 3260.704346
	Iteration 81Q: 3 clusters Score -2864329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2864338.500000 Penalty: 3260.704346
	Iteration 82Q: 3 clusters Score -2864338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2864334.750000 Penalty: 3260.704346
	Iteration 83Q: 3 clusters Score -2864335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2864343.750000 Penalty: 3260.704346
	Iteration 84Q: 3 clusters Score -2864344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2864344.750000 Penalty: 3260.704346
	Iteration 85Q: 3 clusters Score -2864345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2864345.250000 Penalty: 3260.704346
	Iteration 86Q: 3 clusters Score -2864345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2864342.250000 Penalty: 3260.704346
	Iteration 87Q: 3 clusters Score -2864342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2864347.000000 Penalty: 3260.704346
	Iteration 88Q: 3 clusters Score -2864347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2864347.500000 Penalty: 3260.704346
	Iteration 89Q: 3 clusters Score -2864348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2864351.500000 Penalty: 3260.704346
	Iteration 90Q: 3 clusters Score -2864352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2864350.750000 Penalty: 3260.704346
	Iteration 91Q: 3 clusters Score -2864351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2864351.000000 Penalty: 3260.704346
	Iteration 92Q: 3 clusters Score -2864351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2864350.000000 Penalty: 3260.704346
	Iteration 93Q: 3 clusters Score -2864350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2864351.000000 Penalty: 3260.704346
	Iteration 94Q: 3 clusters Score -2864351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2864351.000000 Penalty: 3260.704346
	Iteration 95F: 3 clusters Score -2864351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Entering Unmasked Estep 
Score: -1169497.125000 Penalty: 1496.777832
	Iteration 0F: 2 clusters Score -1169497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1162345.000000 Penalty: 2993.555664
	Iteration 0F: 3 clusters Score -1162345 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1164736.125000 Penalty: 2993.555664
	Iteration 1F: 3 clusters Score -1164736 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1165121.125000 Penalty: 2993.555664
	Iteration 2F: 3 clusters Score -1165121 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1165457.375000 Penalty: 2993.555664
	Iteration 3F: 3 clusters Score -1165457 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1165774.125000 Penalty: 2993.555664
	Iteration 4F: 3 clusters Score -1165774 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1166088.500000 Penalty: 2993.555664
	Iteration 5F: 3 clusters Score -1166088 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1166431.250000 Penalty: 2993.555664
	Iteration 6F: 3 clusters Score -1166431 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1166799.375000 Penalty: 2993.555664
	Iteration 7Q: 3 clusters Score -1166799 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1167077.375000 Penalty: 2993.555664
	Iteration 8Q: 3 clusters Score -1167077 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1167287.375000 Penalty: 2993.555664
	Iteration 9Q: 3 clusters Score -1167287 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1167455.250000 Penalty: 2993.555664
	Iteration 10Q: 3 clusters Score -1167455 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1167594.375000 Penalty: 2993.555664
	Iteration 11Q: 3 clusters Score -1167594 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1167714.875000 Penalty: 2993.555664
	Iteration 12Q: 3 clusters Score -1167715 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1167795.000000 Penalty: 2993.555664
	Iteration 13Q: 3 clusters Score -1167795 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1167848.875000 Penalty: 2993.555664
	Iteration 14Q: 3 clusters Score -1167849 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1167885.375000 Penalty: 2993.555664
	Iteration 15Q: 3 clusters Score -1167885 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1167916.000000 Penalty: 2993.555664
	Iteration 16Q: 3 clusters Score -1167916 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1167936.875000 Penalty: 2993.555664
	Iteration 17Q: 3 clusters Score -1167937 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1167956.500000 Penalty: 2993.555664
	Iteration 18Q: 3 clusters Score -1167956 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1167967.750000 Penalty: 2993.555664
	Iteration 19Q: 3 clusters Score -1167968 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1167980.125000 Penalty: 2993.555664
	Iteration 20F: 3 clusters Score -1167980 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1167997.375000 Penalty: 2993.555664
	Iteration 21Q: 3 clusters Score -1167997 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1168008.625000 Penalty: 2993.555664
	Iteration 22Q: 3 clusters Score -1168009 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1168016.500000 Penalty: 2993.555664
	Iteration 23Q: 3 clusters Score -1168016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1168022.500000 Penalty: 2993.555664
	Iteration 24Q: 3 clusters Score -1168022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1168027.625000 Penalty: 2993.555664
	Iteration 25Q: 3 clusters Score -1168028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1168032.000000 Penalty: 2993.555664
	Iteration 26Q: 3 clusters Score -1168032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1168039.625000 Penalty: 2993.555664
	Iteration 27Q: 3 clusters Score -1168040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1168043.500000 Penalty: 2993.555664
	Iteration 28Q: 3 clusters Score -1168044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1168048.250000 Penalty: 2993.555664
	Iteration 29Q: 3 clusters Score -1168048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1168052.750000 Penalty: 2993.555664
	Iteration 30Q: 3 clusters Score -1168053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1168057.875000 Penalty: 2993.555664
	Iteration 31Q: 3 clusters Score -1168058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1168066.250000 Penalty: 2993.555664
	Iteration 32Q: 3 clusters Score -1168066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1168068.750000 Penalty: 2993.555664
	Iteration 33Q: 3 clusters Score -1168069 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1168079.000000 Penalty: 2993.555664
	Iteration 34Q: 3 clusters Score -1168079 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1168090.750000 Penalty: 2993.555664
	Iteration 35Q: 3 clusters Score -1168091 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1168101.125000 Penalty: 2993.555664
	Iteration 36Q: 3 clusters Score -1168101 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1168111.375000 Penalty: 2993.555664
	Iteration 37Q: 3 clusters Score -1168111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1168113.125000 Penalty: 2993.555664
	Iteration 38Q: 3 clusters Score -1168113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1168118.375000 Penalty: 2993.555664
	Iteration 39Q: 3 clusters Score -1168118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1168124.250000 Penalty: 2993.555664
	Iteration 40F: 3 clusters Score -1168124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1168133.250000 Penalty: 2993.555664
	Iteration 41Q: 3 clusters Score -1168133 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1168140.250000 Penalty: 2993.555664
	Iteration 42Q: 3 clusters Score -1168140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1168145.625000 Penalty: 2993.555664
	Iteration 43Q: 3 clusters Score -1168146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1168152.375000 Penalty: 2993.555664
	Iteration 44Q: 3 clusters Score -1168152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1168159.750000 Penalty: 2993.555664
	Iteration 45Q: 3 clusters Score -1168160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1168163.250000 Penalty: 2993.555664
	Iteration 46Q: 3 clusters Score -1168163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1168168.250000 Penalty: 2993.555664
	Iteration 47Q: 3 clusters Score -1168168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1168173.000000 Penalty: 2993.555664
	Iteration 48Q: 3 clusters Score -1168173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1168177.875000 Penalty: 2993.555664
	Iteration 49Q: 3 clusters Score -1168178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1168176.500000 Penalty: 2993.555664
	Iteration 50Q: 3 clusters Score -1168176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1168178.875000 Penalty: 2993.555664
	Iteration 51Q: 3 clusters Score -1168179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1168181.750000 Penalty: 2993.555664
	Iteration 52Q: 3 clusters Score -1168182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1168184.125000 Penalty: 2993.555664
	Iteration 53Q: 3 clusters Score -1168184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1168183.875000 Penalty: 2993.555664
	Iteration 54Q: 3 clusters Score -1168184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1168185.000000 Penalty: 2993.555664
	Iteration 55Q: 3 clusters Score -1168185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1168184.625000 Penalty: 2993.555664
	Iteration 56Q: 3 clusters Score -1168185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1168187.625000 Penalty: 2993.555664
	Iteration 57Q: 3 clusters Score -1168188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1168187.125000 Penalty: 2993.555664
	Iteration 58Q: 3 clusters Score -1168187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1168189.500000 Penalty: 2993.555664
	Iteration 59Q: 3 clusters Score -1168190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1168193.875000 Penalty: 2993.555664
	Iteration 60F: 3 clusters Score -1168194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1168197.375000 Penalty: 2993.555664
	Iteration 61Q: 3 clusters Score -1168197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1168196.500000 Penalty: 2993.555664
	Iteration 62Q: 3 clusters Score -1168196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1168197.375000 Penalty: 2993.555664
	Iteration 63Q: 3 clusters Score -1168197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1168203.000000 Penalty: 2993.555664
	Iteration 64Q: 3 clusters Score -1168203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1168207.250000 Penalty: 2993.555664
	Iteration 65Q: 3 clusters Score -1168207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1168208.000000 Penalty: 2993.555664
	Iteration 66Q: 3 clusters Score -1168208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1168209.375000 Penalty: 2993.555664
	Iteration 67Q: 3 clusters Score -1168209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1168208.750000 Penalty: 2993.555664
	Iteration 68Q: 3 clusters Score -1168209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1168210.625000 Penalty: 2993.555664
	Iteration 69Q: 3 clusters Score -1168211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1168209.000000 Penalty: 2993.555664
	Iteration 70Q: 3 clusters Score -1168209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1168207.000000 Penalty: 2993.555664
	Iteration 71Q: 3 clusters Score -1168207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1168208.625000 Penalty: 2993.555664
	Iteration 72Q: 3 clusters Score -1168209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1168209.250000 Penalty: 2993.555664
	Iteration 73Q: 3 clusters Score -1168209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1168211.375000 Penalty: 2993.555664
	Iteration 74Q: 3 clusters Score -1168211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1168213.625000 Penalty: 2993.555664
	Iteration 75Q: 3 clusters Score -1168214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1168213.500000 Penalty: 2993.555664
	Iteration 76Q: 3 clusters Score -1168214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1168214.000000 Penalty: 2993.555664
	Iteration 77Q: 3 clusters Score -1168214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1168213.875000 Penalty: 2993.555664
	Iteration 78Q: 3 clusters Score -1168214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1168214.000000 Penalty: 2993.555664
	Iteration 79Q: 3 clusters Score -1168214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1168212.000000 Penalty: 2993.555664
	Iteration 80F: 3 clusters Score -1168212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Entering Unmasked Estep 
Score: -836827.562500 Penalty: 1433.315674
	Iteration 0F: 2 clusters Score -836827.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -831752.875000 Penalty: 2866.631348
	Iteration 0F: 3 clusters Score -831752.9 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -833186.250000 Penalty: 2866.631348
	Iteration 1F: 3 clusters Score -833186.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -833414.125000 Penalty: 2866.631348
	Iteration 2F: 3 clusters Score -833414.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -833592.187500 Penalty: 2866.631348
	Iteration 3F: 3 clusters Score -833592.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -833733.437500 Penalty: 2866.631348
	Iteration 4Q: 3 clusters Score -833733.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -833878.187500 Penalty: 2866.631348
	Iteration 5Q: 3 clusters Score -833878.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -833991.625000 Penalty: 2866.631348
	Iteration 6Q: 3 clusters Score -833991.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -834091.812500 Penalty: 2866.631348
	Iteration 7Q: 3 clusters Score -834091.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -834195.187500 Penalty: 2866.631348
	Iteration 8Q: 3 clusters Score -834195.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -834293.500000 Penalty: 2866.631348
	Iteration 9Q: 3 clusters Score -834293.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -834377.437500 Penalty: 2866.631348
	Iteration 10Q: 3 clusters Score -834377.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -834468.187500 Penalty: 2866.631348
	Iteration 11Q: 3 clusters Score -834468.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -834559.500000 Penalty: 2866.631348
	Iteration 12Q: 3 clusters Score -834559.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -834651.937500 Penalty: 2866.631348
	Iteration 13Q: 3 clusters Score -834651.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -834753.875000 Penalty: 2866.631348
	Iteration 14Q: 3 clusters Score -834753.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -834872.687500 Penalty: 2866.631348
	Iteration 15Q: 3 clusters Score -834872.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -835005.375000 Penalty: 2866.631348
	Iteration 16Q: 3 clusters Score -835005.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -835174.375000 Penalty: 2866.631348
	Iteration 17Q: 3 clusters Score -835174.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -835482.187500 Penalty: 2866.631348
	Iteration 18Q: 3 clusters Score -835482.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -835762.625000 Penalty: 2866.631348
	Iteration 19Q: 3 clusters Score -835762.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -835977.875000 Penalty: 2866.631348
	Iteration 20F: 3 clusters Score -835977.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -836127.375000 Penalty: 2866.631348
	Iteration 21Q: 3 clusters Score -836127.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -836214.000000 Penalty: 2866.631348
	Iteration 22Q: 3 clusters Score -836214 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -836265.875000 Penalty: 2866.631348
	Iteration 23Q: 3 clusters Score -836265.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -836299.250000 Penalty: 2866.631348
	Iteration 24Q: 3 clusters Score -836299.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -836318.875000 Penalty: 2866.631348
	Iteration 25Q: 3 clusters Score -836318.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -836330.812500 Penalty: 2866.631348
	Iteration 26Q: 3 clusters Score -836330.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -836343.500000 Penalty: 2866.631348
	Iteration 27Q: 3 clusters Score -836343.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -836355.750000 Penalty: 2866.631348
	Iteration 28Q: 3 clusters Score -836355.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -836364.187500 Penalty: 2866.631348
	Iteration 29Q: 3 clusters Score -836364.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -836382.000000 Penalty: 2866.631348
	Iteration 30Q: 3 clusters Score -836382 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -836395.812500 Penalty: 2866.631348
	Iteration 31Q: 3 clusters Score -836395.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -836405.875000 Penalty: 2866.631348
	Iteration 32Q: 3 clusters Score -836405.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -836415.500000 Penalty: 2866.631348
	Iteration 33Q: 3 clusters Score -836415.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -836420.562500 Penalty: 2866.631348
	Iteration 34Q: 3 clusters Score -836420.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -836424.187500 Penalty: 2866.631348
	Iteration 35Q: 3 clusters Score -836424.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -836427.125000 Penalty: 2866.631348
	Iteration 36Q: 3 clusters Score -836427.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -836431.875000 Penalty: 2866.631348
	Iteration 37Q: 3 clusters Score -836431.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -836438.125000 Penalty: 2866.631348
	Iteration 38Q: 3 clusters Score -836438.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -836442.875000 Penalty: 2866.631348
	Iteration 39Q: 3 clusters Score -836442.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -836451.375000 Penalty: 2866.631348
	Iteration 40F: 3 clusters Score -836451.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -836459.812500 Penalty: 2866.631348
	Iteration 41Q: 3 clusters Score -836459.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -836470.125000 Penalty: 2866.631348
	Iteration 42Q: 3 clusters Score -836470.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -836481.625000 Penalty: 2866.631348
	Iteration 43Q: 3 clusters Score -836481.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -836496.062500 Penalty: 2866.631348
	Iteration 44Q: 3 clusters Score -836496.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -836506.812500 Penalty: 2866.631348
	Iteration 45Q: 3 clusters Score -836506.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -836514.250000 Penalty: 2866.631348
	Iteration 46Q: 3 clusters Score -836514.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -836516.312500 Penalty: 2866.631348
	Iteration 47Q: 3 clusters Score -836516.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -836522.937500 Penalty: 2866.631348
	Iteration 48Q: 3 clusters Score -836522.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -836525.687500 Penalty: 2866.631348
	Iteration 49Q: 3 clusters Score -836525.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -836533.000000 Penalty: 2866.631348
	Iteration 50Q: 3 clusters Score -836533 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -836541.250000 Penalty: 2866.631348
	Iteration 51Q: 3 clusters Score -836541.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -836547.687500 Penalty: 2866.631348
	Iteration 52Q: 3 clusters Score -836547.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -836551.812500 Penalty: 2866.631348
	Iteration 53Q: 3 clusters Score -836551.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -836555.500000 Penalty: 2866.631348
	Iteration 54Q: 3 clusters Score -836555.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -836555.812500 Penalty: 2866.631348
	Iteration 55Q: 3 clusters Score -836555.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -836556.687500 Penalty: 2866.631348
	Iteration 56Q: 3 clusters Score -836556.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -836560.312500 Penalty: 2866.631348
	Iteration 57Q: 3 clusters Score -836560.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -836560.375000 Penalty: 2866.631348
	Iteration 58Q: 3 clusters Score -836560.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -836561.750000 Penalty: 2866.631348
	Iteration 59Q: 3 clusters Score -836561.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -836563.187500 Penalty: 2866.631348
	Iteration 60F: 3 clusters Score -836563.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -836566.500000 Penalty: 2866.631348
	Iteration 61Q: 3 clusters Score -836566.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -836566.312500 Penalty: 2866.631348
	Iteration 62Q: 3 clusters Score -836566.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -836566.937500 Penalty: 2866.631348
	Iteration 63Q: 3 clusters Score -836566.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -836567.250000 Penalty: 2866.631348
	Iteration 64Q: 3 clusters Score -836567.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -836568.187500 Penalty: 2866.631348
	Iteration 65Q: 3 clusters Score -836568.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -836568.625000 Penalty: 2866.631348
	Iteration 66Q: 3 clusters Score -836568.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -836568.375000 Penalty: 2866.631348
	Iteration 67Q: 3 clusters Score -836568.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -836568.375000 Penalty: 2866.631348
	Iteration 68F: 3 clusters Score -836568.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Entering Unmasked Estep 
Score: -107154.875000 Penalty: 1114.175049
	Iteration 0F: 2 clusters Score -107154.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -105751.234375 Penalty: 2228.350098
	Iteration 0F: 3 clusters Score -105751.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -106031.250000 Penalty: 2228.350098
	Iteration 1F: 3 clusters Score -106031.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -106147.156250 Penalty: 2228.350098
	Iteration 2F: 3 clusters Score -106147.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -106353.796875 Penalty: 2228.350098
	Iteration 3F: 3 clusters Score -106353.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -106696.523438 Penalty: 2228.350098
	Iteration 4F: 3 clusters Score -106696.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -107002.179688 Penalty: 2228.350098
	Iteration 5F: 3 clusters Score -107002.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -107306.968750 Penalty: 2228.350098
	Iteration 6F: 3 clusters Score -107307 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -107509.570312 Penalty: 2228.350098
	Iteration 7F: 3 clusters Score -107509.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -107621.085938 Penalty: 2228.350098
	Iteration 8Q: 3 clusters Score -107621.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -107665.593750 Penalty: 2228.350098
	Iteration 9Q: 3 clusters Score -107665.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -107681.835938 Penalty: 2228.350098
	Iteration 10Q: 3 clusters Score -107681.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -107692.101562 Penalty: 2228.350098
	Iteration 11Q: 3 clusters Score -107692.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -107692.101562 Penalty: 2228.350098
	Iteration 12F: 3 clusters Score -107692.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21585 members 
Mstep: Class 4 contains 22764 members 
Mstep: Class 5 contains 10006 members 
Mstep: Class 6 contains 6771 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 4862 members 
Mstep: Class 9 contains 4604 members 
Mstep: Class 10 contains 1405 members 
Mstep: Class 11 contains 13754 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37322 members 
Mstep: Class 14 contains 54862 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 8698 members 
Mstep: Class 17 contains 108757 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 9729 members 
Mstep: Class 20 contains 53490 members 
Mstep: Class 21 contains 6689 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70344 members 
Mstep: Class 24 contains 97117 members 
Mstep: Class 25 contains 70835 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102773 members 
Mstep: Class 29 contains 4800 members 
Mstep: Class 30 contains 75858 members 
Mstep: Class 31 contains 92609 members 
Mstep: Class 32 contains 3115 members 
Mstep: Class 33 contains 1478 members 
Mstep: Class 34 contains 1086 members 
Mstep: Class 35 contains 9527 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2227 members 
Mstep: Class 39 contains 475 members 
Mstep: Class 40 contains 377 members 
Entering Unmasked Estep 
Score: -111773592.000000 Penalty: 89247.812500
Splitting cluster 7 changes total score from -111774272.000000 to -111773592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (4862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Entering Unmasked Estep 
Score: -557883.062500 Penalty: 1379.495850
	Iteration 0F: 2 clusters Score -557883.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -553989.562500 Penalty: 2758.991699
	Iteration 0F: 3 clusters Score -553989.6 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -555361.250000 Penalty: 2758.991699
	Iteration 1F: 3 clusters Score -555361.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -555795.062500 Penalty: 2758.991699
	Iteration 2F: 3 clusters Score -555795.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -556140.687500 Penalty: 2758.991699
	Iteration 3F: 3 clusters Score -556140.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -556527.125000 Penalty: 2758.991699
	Iteration 4F: 3 clusters Score -556527.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -556889.875000 Penalty: 2758.991699
	Iteration 5F: 3 clusters Score -556889.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -557194.250000 Penalty: 2758.991699
	Iteration 6F: 3 clusters Score -557194.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -557483.812500 Penalty: 2758.991699
	Iteration 7F: 3 clusters Score -557483.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -557725.875000 Penalty: 2758.991699
	Iteration 8Q: 3 clusters Score -557725.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -557838.500000 Penalty: 2758.991699
	Iteration 9Q: 3 clusters Score -557838.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -557893.062500 Penalty: 2758.991699
	Iteration 10Q: 3 clusters Score -557893.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -557924.437500 Penalty: 2758.991699
	Iteration 11Q: 3 clusters Score -557924.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -557937.312500 Penalty: 2758.991699
	Iteration 12Q: 3 clusters Score -557937.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -557944.062500 Penalty: 2758.991699
	Iteration 13Q: 3 clusters Score -557944.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -557948.875000 Penalty: 2758.991699
	Iteration 14Q: 3 clusters Score -557948.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -557955.062500 Penalty: 2758.991699
	Iteration 15Q: 3 clusters Score -557955.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -557963.312500 Penalty: 2758.991699
	Iteration 16Q: 3 clusters Score -557963.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -557979.937500 Penalty: 2758.991699
	Iteration 17Q: 3 clusters Score -557979.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -558024.562500 Penalty: 2758.991699
	Iteration 18Q: 3 clusters Score -558024.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -558122.187500 Penalty: 2758.991699
	Iteration 19Q: 3 clusters Score -558122.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -558204.437500 Penalty: 2758.991699
	Iteration 20F: 3 clusters Score -558204.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -558227.687500 Penalty: 2758.991699
	Iteration 21Q: 3 clusters Score -558227.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -558238.187500 Penalty: 2758.991699
	Iteration 22Q: 3 clusters Score -558238.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -558243.062500 Penalty: 2758.991699
	Iteration 23Q: 3 clusters Score -558243.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -558247.062500 Penalty: 2758.991699
	Iteration 24Q: 3 clusters Score -558247.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -558249.562500 Penalty: 2758.991699
	Iteration 25Q: 3 clusters Score -558249.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -558251.375000 Penalty: 2758.991699
	Iteration 26Q: 3 clusters Score -558251.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -558251.875000 Penalty: 2758.991699
	Iteration 27Q: 3 clusters Score -558251.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -558251.875000 Penalty: 2758.991699
	Iteration 28F: 3 clusters Score -558251.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21585 members 
Mstep: Class 4 contains 22764 members 
Mstep: Class 5 contains 10006 members 
Mstep: Class 6 contains 6771 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 2246 members 
Mstep: Class 9 contains 4604 members 
Mstep: Class 10 contains 1405 members 
Mstep: Class 11 contains 13754 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37322 members 
Mstep: Class 14 contains 54862 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 8698 members 
Mstep: Class 17 contains 108757 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 9729 members 
Mstep: Class 20 contains 53490 members 
Mstep: Class 21 contains 6689 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70344 members 
Mstep: Class 24 contains 97117 members 
Mstep: Class 25 contains 70835 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102773 members 
Mstep: Class 29 contains 4800 members 
Mstep: Class 30 contains 75858 members 
Mstep: Class 31 contains 92609 members 
Mstep: Class 32 contains 3115 members 
Mstep: Class 33 contains 1478 members 
Mstep: Class 34 contains 1086 members 
Mstep: Class 35 contains 9527 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2227 members 
Mstep: Class 39 contains 475 members 
Mstep: Class 40 contains 2616 members 
Entering Unmasked Estep 
Score: -111773952.000000 Penalty: 89247.812500
Splitting cluster 8 changes total score from -111774272.000000 to -111773952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (4604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Entering Unmasked Estep 
Score: -557109.250000 Penalty: 1370.635620
	Iteration 0F: 2 clusters Score -557109.2 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 2338 members 
Entering Unmasked Estep 
Score: -553392.750000 Penalty: 2741.271240
	Iteration 0F: 3 clusters Score -553392.8 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -554390.562500 Penalty: 2741.271240
	Iteration 1F: 3 clusters Score -554390.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -554566.750000 Penalty: 2741.271240
	Iteration 2F: 3 clusters Score -554566.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -554687.500000 Penalty: 2741.271240
	Iteration 3F: 3 clusters Score -554687.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -554782.812500 Penalty: 2741.271240
	Iteration 4Q: 3 clusters Score -554782.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -554862.812500 Penalty: 2741.271240
	Iteration 5Q: 3 clusters Score -554862.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -554929.812500 Penalty: 2741.271240
	Iteration 6Q: 3 clusters Score -554929.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -554982.375000 Penalty: 2741.271240
	Iteration 7Q: 3 clusters Score -554982.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -555030.437500 Penalty: 2741.271240
	Iteration 8Q: 3 clusters Score -555030.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -555065.250000 Penalty: 2741.271240
	Iteration 9Q: 3 clusters Score -555065.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -555096.312500 Penalty: 2741.271240
	Iteration 10Q: 3 clusters Score -555096.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -555131.437500 Penalty: 2741.271240
	Iteration 11Q: 3 clusters Score -555131.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -555167.250000 Penalty: 2741.271240
	Iteration 12Q: 3 clusters Score -555167.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -555204.187500 Penalty: 2741.271240
	Iteration 13Q: 3 clusters Score -555204.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -555237.437500 Penalty: 2741.271240
	Iteration 14Q: 3 clusters Score -555237.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -555272.500000 Penalty: 2741.271240
	Iteration 15Q: 3 clusters Score -555272.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -555307.875000 Penalty: 2741.271240
	Iteration 16Q: 3 clusters Score -555307.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -555351.687500 Penalty: 2741.271240
	Iteration 17Q: 3 clusters Score -555351.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -555394.125000 Penalty: 2741.271240
	Iteration 18Q: 3 clusters Score -555394.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -555426.812500 Penalty: 2741.271240
	Iteration 19Q: 3 clusters Score -555426.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -555465.625000 Penalty: 2741.271240
	Iteration 20F: 3 clusters Score -555465.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -555514.000000 Penalty: 2741.271240
	Iteration 21Q: 3 clusters Score -555514 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -555561.312500 Penalty: 2741.271240
	Iteration 22Q: 3 clusters Score -555561.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -555610.812500 Penalty: 2741.271240
	Iteration 23Q: 3 clusters Score -555610.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -555662.125000 Penalty: 2741.271240
	Iteration 24Q: 3 clusters Score -555662.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -555700.500000 Penalty: 2741.271240
	Iteration 25Q: 3 clusters Score -555700.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -555730.750000 Penalty: 2741.271240
	Iteration 26Q: 3 clusters Score -555730.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -555754.750000 Penalty: 2741.271240
	Iteration 27Q: 3 clusters Score -555754.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -555782.625000 Penalty: 2741.271240
	Iteration 28Q: 3 clusters Score -555782.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -555804.312500 Penalty: 2741.271240
	Iteration 29Q: 3 clusters Score -555804.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -555821.125000 Penalty: 2741.271240
	Iteration 30Q: 3 clusters Score -555821.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -555831.812500 Penalty: 2741.271240
	Iteration 31Q: 3 clusters Score -555831.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -555843.562500 Penalty: 2741.271240
	Iteration 32Q: 3 clusters Score -555843.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -555858.312500 Penalty: 2741.271240
	Iteration 33Q: 3 clusters Score -555858.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -555869.250000 Penalty: 2741.271240
	Iteration 34Q: 3 clusters Score -555869.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -555876.375000 Penalty: 2741.271240
	Iteration 35Q: 3 clusters Score -555876.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -555882.437500 Penalty: 2741.271240
	Iteration 36Q: 3 clusters Score -555882.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -555887.875000 Penalty: 2741.271240
	Iteration 37Q: 3 clusters Score -555887.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -555894.500000 Penalty: 2741.271240
	Iteration 38Q: 3 clusters Score -555894.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -555898.562500 Penalty: 2741.271240
	Iteration 39Q: 3 clusters Score -555898.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -555905.625000 Penalty: 2741.271240
	Iteration 40F: 3 clusters Score -555905.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -555911.812500 Penalty: 2741.271240
	Iteration 41Q: 3 clusters Score -555911.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -555914.562500 Penalty: 2741.271240
	Iteration 42Q: 3 clusters Score -555914.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -555917.937500 Penalty: 2741.271240
	Iteration 43Q: 3 clusters Score -555917.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -555918.812500 Penalty: 2741.271240
	Iteration 44Q: 3 clusters Score -555918.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -555919.062500 Penalty: 2741.271240
	Iteration 45Q: 3 clusters Score -555919.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -555919.062500 Penalty: 2741.271240
	Iteration 46F: 3 clusters Score -555919.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Entering Unmasked Estep 
Score: -174343.859375 Penalty: 1177.766357
	Iteration 0F: 2 clusters Score -174343.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -172609.812500 Penalty: 2355.532715
	Iteration 0F: 3 clusters Score -172609.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -172942.578125 Penalty: 2355.532715
	Iteration 1F: 3 clusters Score -172942.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -173022.781250 Penalty: 2355.532715
	Iteration 2F: 3 clusters Score -173022.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -173060.046875 Penalty: 2355.532715
	Iteration 3Q: 3 clusters Score -173060 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -173093.453125 Penalty: 2355.532715
	Iteration 4Q: 3 clusters Score -173093.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -173114.765625 Penalty: 2355.532715
	Iteration 5Q: 3 clusters Score -173114.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -173130.843750 Penalty: 2355.532715
	Iteration 6Q: 3 clusters Score -173130.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -173149.515625 Penalty: 2355.532715
	Iteration 7Q: 3 clusters Score -173149.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -173181.265625 Penalty: 2355.532715
	Iteration 8Q: 3 clusters Score -173181.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -173207.421875 Penalty: 2355.532715
	Iteration 9Q: 3 clusters Score -173207.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -173245.828125 Penalty: 2355.532715
	Iteration 10Q: 3 clusters Score -173245.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -173278.984375 Penalty: 2355.532715
	Iteration 11Q: 3 clusters Score -173279 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -173332.500000 Penalty: 2355.532715
	Iteration 12Q: 3 clusters Score -173332.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -173424.375000 Penalty: 2355.532715
	Iteration 13Q: 3 clusters Score -173424.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -173626.734375 Penalty: 2355.532715
	Iteration 14Q: 3 clusters Score -173626.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -173817.390625 Penalty: 2355.532715
	Iteration 15Q: 3 clusters Score -173817.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -173950.390625 Penalty: 2355.532715
	Iteration 16Q: 3 clusters Score -173950.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -174038.453125 Penalty: 2355.532715
	Iteration 17Q: 3 clusters Score -174038.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -174086.843750 Penalty: 2355.532715
	Iteration 18Q: 3 clusters Score -174086.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -174111.703125 Penalty: 2355.532715
	Iteration 19Q: 3 clusters Score -174111.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -174138.890625 Penalty: 2355.532715
	Iteration 20F: 3 clusters Score -174138.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -174168.234375 Penalty: 2355.532715
	Iteration 21Q: 3 clusters Score -174168.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -174200.109375 Penalty: 2355.532715
	Iteration 22Q: 3 clusters Score -174200.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -174208.203125 Penalty: 2355.532715
	Iteration 23Q: 3 clusters Score -174208.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -174209.421875 Penalty: 2355.532715
	Iteration 24Q: 3 clusters Score -174209.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -174210.828125 Penalty: 2355.532715
	Iteration 25Q: 3 clusters Score -174210.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -174212.109375 Penalty: 2355.532715
	Iteration 26Q: 3 clusters Score -174212.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -174213.296875 Penalty: 2355.532715
	Iteration 27Q: 3 clusters Score -174213.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -174213.296875 Penalty: 2355.532715
	Iteration 28F: 3 clusters Score -174213.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Entering Unmasked Estep 
Score: -1710988.625000 Penalty: 1548.476318
	Iteration 0F: 2 clusters Score -1710989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1701379.375000 Penalty: 3096.952637
	Iteration 0F: 3 clusters Score -1701379 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1704911.250000 Penalty: 3096.952637
	Iteration 1F: 3 clusters Score -1704911 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1705577.875000 Penalty: 3096.952637
	Iteration 2F: 3 clusters Score -1705578 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1706381.375000 Penalty: 3096.952637
	Iteration 3F: 3 clusters Score -1706381 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1707125.500000 Penalty: 3096.952637
	Iteration 4F: 3 clusters Score -1707126 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1707791.625000 Penalty: 3096.952637
	Iteration 5F: 3 clusters Score -1707792 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1708310.250000 Penalty: 3096.952637
	Iteration 6F: 3 clusters Score -1708310 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1708793.750000 Penalty: 3096.952637
	Iteration 7F: 3 clusters Score -1708794 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1709208.875000 Penalty: 3096.952637
	Iteration 8F: 3 clusters Score -1709209 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1709590.500000 Penalty: 3096.952637
	Iteration 9Q: 3 clusters Score -1709590 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1709895.000000 Penalty: 3096.952637
	Iteration 10Q: 3 clusters Score -1709895 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1710098.000000 Penalty: 3096.952637
	Iteration 11Q: 3 clusters Score -1710098 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1710244.250000 Penalty: 3096.952637
	Iteration 12Q: 3 clusters Score -1710244 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1710344.500000 Penalty: 3096.952637
	Iteration 13Q: 3 clusters Score -1710344 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1710398.375000 Penalty: 3096.952637
	Iteration 14Q: 3 clusters Score -1710398 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1710439.125000 Penalty: 3096.952637
	Iteration 15Q: 3 clusters Score -1710439 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1710472.625000 Penalty: 3096.952637
	Iteration 16Q: 3 clusters Score -1710473 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1710494.125000 Penalty: 3096.952637
	Iteration 17Q: 3 clusters Score -1710494 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1710510.875000 Penalty: 3096.952637
	Iteration 18Q: 3 clusters Score -1710511 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1710526.125000 Penalty: 3096.952637
	Iteration 19Q: 3 clusters Score -1710526 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1710535.000000 Penalty: 3096.952637
	Iteration 20F: 3 clusters Score -1710535 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1710548.500000 Penalty: 3096.952637
	Iteration 21Q: 3 clusters Score -1710548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1710554.000000 Penalty: 3096.952637
	Iteration 22Q: 3 clusters Score -1710554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1710560.250000 Penalty: 3096.952637
	Iteration 23Q: 3 clusters Score -1710560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1710569.750000 Penalty: 3096.952637
	Iteration 24Q: 3 clusters Score -1710570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1710575.000000 Penalty: 3096.952637
	Iteration 25Q: 3 clusters Score -1710575 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1710581.250000 Penalty: 3096.952637
	Iteration 26Q: 3 clusters Score -1710581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1710581.375000 Penalty: 3096.952637
	Iteration 27Q: 3 clusters Score -1710581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1710586.500000 Penalty: 3096.952637
	Iteration 28Q: 3 clusters Score -1710586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1710587.875000 Penalty: 3096.952637
	Iteration 29Q: 3 clusters Score -1710588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1710592.375000 Penalty: 3096.952637
	Iteration 30Q: 3 clusters Score -1710592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1710598.750000 Penalty: 3096.952637
	Iteration 31Q: 3 clusters Score -1710599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1710599.375000 Penalty: 3096.952637
	Iteration 32Q: 3 clusters Score -1710599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1710600.250000 Penalty: 3096.952637
	Iteration 33Q: 3 clusters Score -1710600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1710601.250000 Penalty: 3096.952637
	Iteration 34Q: 3 clusters Score -1710601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1710607.250000 Penalty: 3096.952637
	Iteration 35Q: 3 clusters Score -1710607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1710609.000000 Penalty: 3096.952637
	Iteration 36Q: 3 clusters Score -1710609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1710609.375000 Penalty: 3096.952637
	Iteration 37Q: 3 clusters Score -1710609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1710612.000000 Penalty: 3096.952637
	Iteration 38Q: 3 clusters Score -1710612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1710611.875000 Penalty: 3096.952637
	Iteration 39Q: 3 clusters Score -1710612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1710611.875000 Penalty: 3096.952637
	Iteration 40F: 3 clusters Score -1710612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1710612.625000 Penalty: 3096.952637
	Iteration 41Q: 3 clusters Score -1710613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1710613.250000 Penalty: 3096.952637
	Iteration 42Q: 3 clusters Score -1710613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1710615.625000 Penalty: 3096.952637
	Iteration 43Q: 3 clusters Score -1710616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1710615.875000 Penalty: 3096.952637
	Iteration 44Q: 3 clusters Score -1710616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1710616.250000 Penalty: 3096.952637
	Iteration 45Q: 3 clusters Score -1710616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1710618.500000 Penalty: 3096.952637
	Iteration 46Q: 3 clusters Score -1710618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1710618.500000 Penalty: 3096.952637
	Iteration 47F: 3 clusters Score -1710618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -26884.195312 Penalty: 954.219177
	Iteration 0F: 2 clusters Score -26884.2 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 169 members 
Entering Unmasked Estep 
Score: -26040.408203 Penalty: 1908.438354
	Iteration 0F: 3 clusters Score -26040.41 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26400.144531 Penalty: 1908.438354
	Iteration 1F: 3 clusters Score -26400.14 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26636.966797 Penalty: 1908.438354
	Iteration 2F: 3 clusters Score -26636.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26807.544922 Penalty: 1908.438354
	Iteration 3F: 3 clusters Score -26807.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26843.742188 Penalty: 1908.438354
	Iteration 4Q: 3 clusters Score -26843.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26852.732422 Penalty: 1908.438354
	Iteration 5Q: 3 clusters Score -26852.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26861.257812 Penalty: 1908.438354
	Iteration 6Q: 3 clusters Score -26861.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26861.257812 Penalty: 1908.438354
	Iteration 7F: 3 clusters Score -26861.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (37322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Entering Unmasked Estep 
Score: -4639204.000000 Penalty: 1710.692383
	Iteration 0F: 2 clusters Score -4639204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -4614227.000000 Penalty: 3421.384766
	Iteration 0F: 3 clusters Score -4614227 nChanged 17289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -4624032.000000 Penalty: 3421.384766
	Iteration 1F: 3 clusters Score -4624032 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -4624707.000000 Penalty: 3421.384766
	Iteration 2Q: 3 clusters Score -4624707 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -4625583.000000 Penalty: 3421.384766
	Iteration 3Q: 3 clusters Score -4625583 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -4626621.000000 Penalty: 3421.384766
	Iteration 4F: 3 clusters Score -4626621 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -4627757.000000 Penalty: 3421.384766
	Iteration 5F: 3 clusters Score -4627757 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -4629018.500000 Penalty: 3421.384766
	Iteration 6F: 3 clusters Score -4629018 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -4630385.500000 Penalty: 3421.384766
	Iteration 7F: 3 clusters Score -4630386 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -4631785.500000 Penalty: 3421.384766
	Iteration 8F: 3 clusters Score -4631786 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -4632967.000000 Penalty: 3421.384766
	Iteration 9Q: 3 clusters Score -4632967 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -4633672.500000 Penalty: 3421.384766
	Iteration 10Q: 3 clusters Score -4633672 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -4634087.500000 Penalty: 3421.384766
	Iteration 11Q: 3 clusters Score -4634088 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -4634396.000000 Penalty: 3421.384766
	Iteration 12Q: 3 clusters Score -4634396 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -4634585.500000 Penalty: 3421.384766
	Iteration 13Q: 3 clusters Score -4634586 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -4634728.000000 Penalty: 3421.384766
	Iteration 14Q: 3 clusters Score -4634728 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -4634866.500000 Penalty: 3421.384766
	Iteration 15Q: 3 clusters Score -4634866 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -4634949.000000 Penalty: 3421.384766
	Iteration 16Q: 3 clusters Score -4634949 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -4635043.000000 Penalty: 3421.384766
	Iteration 17Q: 3 clusters Score -4635043 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -4635112.000000 Penalty: 3421.384766
	Iteration 18Q: 3 clusters Score -4635112 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -4635160.000000 Penalty: 3421.384766
	Iteration 19Q: 3 clusters Score -4635160 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -4635227.000000 Penalty: 3421.384766
	Iteration 20F: 3 clusters Score -4635227 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -4635290.500000 Penalty: 3421.384766
	Iteration 21Q: 3 clusters Score -4635290 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -4635327.500000 Penalty: 3421.384766
	Iteration 22Q: 3 clusters Score -4635328 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -4635369.000000 Penalty: 3421.384766
	Iteration 23Q: 3 clusters Score -4635369 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -4635406.000000 Penalty: 3421.384766
	Iteration 24Q: 3 clusters Score -4635406 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -4635461.000000 Penalty: 3421.384766
	Iteration 25Q: 3 clusters Score -4635461 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -4635519.000000 Penalty: 3421.384766
	Iteration 26Q: 3 clusters Score -4635519 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -4635593.500000 Penalty: 3421.384766
	Iteration 27Q: 3 clusters Score -4635594 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -4635651.000000 Penalty: 3421.384766
	Iteration 28Q: 3 clusters Score -4635651 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -4635712.500000 Penalty: 3421.384766
	Iteration 29Q: 3 clusters Score -4635712 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -4635758.000000 Penalty: 3421.384766
	Iteration 30Q: 3 clusters Score -4635758 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -4635820.500000 Penalty: 3421.384766
	Iteration 31Q: 3 clusters Score -4635820 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -4635879.000000 Penalty: 3421.384766
	Iteration 32Q: 3 clusters Score -4635879 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -4635922.000000 Penalty: 3421.384766
	Iteration 33Q: 3 clusters Score -4635922 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -4635972.500000 Penalty: 3421.384766
	Iteration 34Q: 3 clusters Score -4635972 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -4636031.000000 Penalty: 3421.384766
	Iteration 35Q: 3 clusters Score -4636031 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -4636094.000000 Penalty: 3421.384766
	Iteration 36Q: 3 clusters Score -4636094 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -4636181.500000 Penalty: 3421.384766
	Iteration 37Q: 3 clusters Score -4636182 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -4636291.500000 Penalty: 3421.384766
	Iteration 38Q: 3 clusters Score -4636292 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -4636403.000000 Penalty: 3421.384766
	Iteration 39Q: 3 clusters Score -4636403 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -4636535.000000 Penalty: 3421.384766
	Iteration 40F: 3 clusters Score -4636535 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -4636665.500000 Penalty: 3421.384766
	Iteration 41Q: 3 clusters Score -4636666 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -4636770.500000 Penalty: 3421.384766
	Iteration 42Q: 3 clusters Score -4636770 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -4636886.000000 Penalty: 3421.384766
	Iteration 43Q: 3 clusters Score -4636886 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -4637006.000000 Penalty: 3421.384766
	Iteration 44Q: 3 clusters Score -4637006 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -4637116.000000 Penalty: 3421.384766
	Iteration 45Q: 3 clusters Score -4637116 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -4637249.500000 Penalty: 3421.384766
	Iteration 46Q: 3 clusters Score -4637250 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -4637321.500000 Penalty: 3421.384766
	Iteration 47Q: 3 clusters Score -4637322 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -4637418.000000 Penalty: 3421.384766
	Iteration 48Q: 3 clusters Score -4637418 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -4637524.500000 Penalty: 3421.384766
	Iteration 49Q: 3 clusters Score -4637524 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -4637587.000000 Penalty: 3421.384766
	Iteration 50Q: 3 clusters Score -4637587 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -4637676.000000 Penalty: 3421.384766
	Iteration 51Q: 3 clusters Score -4637676 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -4637735.500000 Penalty: 3421.384766
	Iteration 52Q: 3 clusters Score -4637736 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -4637788.500000 Penalty: 3421.384766
	Iteration 53Q: 3 clusters Score -4637788 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -4637817.500000 Penalty: 3421.384766
	Iteration 54Q: 3 clusters Score -4637818 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -4637868.000000 Penalty: 3421.384766
	Iteration 55Q: 3 clusters Score -4637868 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -4637922.000000 Penalty: 3421.384766
	Iteration 56Q: 3 clusters Score -4637922 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4637947.000000 Penalty: 3421.384766
	Iteration 57Q: 3 clusters Score -4637947 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4637972.500000 Penalty: 3421.384766
	Iteration 58Q: 3 clusters Score -4637972 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4637999.000000 Penalty: 3421.384766
	Iteration 59Q: 3 clusters Score -4637999 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4638016.500000 Penalty: 3421.384766
	Iteration 60F: 3 clusters Score -4638016 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4638038.000000 Penalty: 3421.384766
	Iteration 61Q: 3 clusters Score -4638038 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4638054.000000 Penalty: 3421.384766
	Iteration 62Q: 3 clusters Score -4638054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4638059.000000 Penalty: 3421.384766
	Iteration 63Q: 3 clusters Score -4638059 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4638076.500000 Penalty: 3421.384766
	Iteration 64Q: 3 clusters Score -4638076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4638078.500000 Penalty: 3421.384766
	Iteration 65Q: 3 clusters Score -4638078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4638078.000000 Penalty: 3421.384766
	Iteration 66Q: 3 clusters Score -4638078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4638076.500000 Penalty: 3421.384766
	Iteration 67Q: 3 clusters Score -4638076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4638077.500000 Penalty: 3421.384766
	Iteration 68Q: 3 clusters Score -4638078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4638083.500000 Penalty: 3421.384766
	Iteration 69Q: 3 clusters Score -4638084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4638074.500000 Penalty: 3421.384766
	Iteration 70Q: 3 clusters Score -4638074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -4638083.500000 Penalty: 3421.384766
	Iteration 71Q: 3 clusters Score -4638084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4638087.500000 Penalty: 3421.384766
	Iteration 72Q: 3 clusters Score -4638088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4638083.500000 Penalty: 3421.384766
	Iteration 73Q: 3 clusters Score -4638084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4638086.500000 Penalty: 3421.384766
	Iteration 74Q: 3 clusters Score -4638086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4638091.500000 Penalty: 3421.384766
	Iteration 75Q: 3 clusters Score -4638092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4638090.500000 Penalty: 3421.384766
	Iteration 76Q: 3 clusters Score -4638090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4638091.000000 Penalty: 3421.384766
	Iteration 77Q: 3 clusters Score -4638091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4638091.000000 Penalty: 3421.384766
	Iteration 78Q: 3 clusters Score -4638091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4638091.000000 Penalty: 3421.384766
	Iteration 79F: 3 clusters Score -4638091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (54862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54862 members 
Entering Unmasked Estep 
Score: -6650686.500000 Penalty: 1773.293701
	Iteration 0F: 2 clusters Score -6650686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -6613952.000000 Penalty: 3546.587402
	Iteration 0F: 3 clusters Score -6613952 nChanged 25786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -6628544.000000 Penalty: 3546.587402
	Iteration 1F: 3 clusters Score -6628544 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -6629376.000000 Penalty: 3546.587402
	Iteration 2Q: 3 clusters Score -6629376 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -6630636.000000 Penalty: 3546.587402
	Iteration 3F: 3 clusters Score -6630636 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -6632600.000000 Penalty: 3546.587402
	Iteration 4F: 3 clusters Score -6632600 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -6635524.500000 Penalty: 3546.587402
	Iteration 5F: 3 clusters Score -6635524 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -6639046.500000 Penalty: 3546.587402
	Iteration 6F: 3 clusters Score -6639046 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47167 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -6642435.000000 Penalty: 3546.587402
	Iteration 7F: 3 clusters Score -6642435 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50292 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -6645305.000000 Penalty: 3546.587402
	Iteration 8F: 3 clusters Score -6645305 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52379 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -6647235.000000 Penalty: 3546.587402
	Iteration 9Q: 3 clusters Score -6647235 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53543 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -6648303.000000 Penalty: 3546.587402
	Iteration 10Q: 3 clusters Score -6648303 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54099 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6648786.000000 Penalty: 3546.587402
	Iteration 11Q: 3 clusters Score -6648786 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54348 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6648984.500000 Penalty: 3546.587402
	Iteration 12Q: 3 clusters Score -6648984 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6649081.000000 Penalty: 3546.587402
	Iteration 13Q: 3 clusters Score -6649081 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54504 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6649122.000000 Penalty: 3546.587402
	Iteration 14Q: 3 clusters Score -6649122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54526 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6649145.500000 Penalty: 3546.587402
	Iteration 15Q: 3 clusters Score -6649146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54548 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6649164.500000 Penalty: 3546.587402
	Iteration 16Q: 3 clusters Score -6649164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54560 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6649179.500000 Penalty: 3546.587402
	Iteration 17Q: 3 clusters Score -6649180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54567 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6649181.000000 Penalty: 3546.587402
	Iteration 18Q: 3 clusters Score -6649181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6649195.500000 Penalty: 3546.587402
	Iteration 19Q: 3 clusters Score -6649196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54572 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6649191.000000 Penalty: 3546.587402
	Iteration 20F: 3 clusters Score -6649191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6649195.000000 Penalty: 3546.587402
	Iteration 21Q: 3 clusters Score -6649195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54577 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6649200.500000 Penalty: 3546.587402
	Iteration 22Q: 3 clusters Score -6649200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54578 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6649198.000000 Penalty: 3546.587402
	Iteration 23Q: 3 clusters Score -6649198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54579 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6649197.500000 Penalty: 3546.587402
	Iteration 24Q: 3 clusters Score -6649198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54580 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6649194.500000 Penalty: 3546.587402
	Iteration 25Q: 3 clusters Score -6649194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54581 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6649198.000000 Penalty: 3546.587402
	Iteration 26Q: 3 clusters Score -6649198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6649201.500000 Penalty: 3546.587402
	Iteration 27Q: 3 clusters Score -6649202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6649203.000000 Penalty: 3546.587402
	Iteration 28Q: 3 clusters Score -6649203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6649203.000000 Penalty: 3546.587402
	Iteration 29F: 3 clusters Score -6649203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Entering Unmasked Estep 
Score: -1160699.125000 Penalty: 1484.835205
	Iteration 0F: 2 clusters Score -1160699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1153935.625000 Penalty: 2969.670410
	Iteration 0F: 3 clusters Score -1153936 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1156243.125000 Penalty: 2969.670410
	Iteration 1F: 3 clusters Score -1156243 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1156639.000000 Penalty: 2969.670410
	Iteration 2F: 3 clusters Score -1156639 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1156995.000000 Penalty: 2969.670410
	Iteration 3F: 3 clusters Score -1156995 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1157380.625000 Penalty: 2969.670410
	Iteration 4F: 3 clusters Score -1157381 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1157884.000000 Penalty: 2969.670410
	Iteration 5F: 3 clusters Score -1157884 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1158393.500000 Penalty: 2969.670410
	Iteration 6F: 3 clusters Score -1158394 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1158876.500000 Penalty: 2969.670410
	Iteration 7F: 3 clusters Score -1158876 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1159269.375000 Penalty: 2969.670410
	Iteration 8Q: 3 clusters Score -1159269 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1159557.625000 Penalty: 2969.670410
	Iteration 9Q: 3 clusters Score -1159558 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1159729.125000 Penalty: 2969.670410
	Iteration 10Q: 3 clusters Score -1159729 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1159830.375000 Penalty: 2969.670410
	Iteration 11Q: 3 clusters Score -1159830 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1159894.750000 Penalty: 2969.670410
	Iteration 12Q: 3 clusters Score -1159895 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1159928.125000 Penalty: 2969.670410
	Iteration 13Q: 3 clusters Score -1159928 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1159952.375000 Penalty: 2969.670410
	Iteration 14Q: 3 clusters Score -1159952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1159969.875000 Penalty: 2969.670410
	Iteration 15Q: 3 clusters Score -1159970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1159979.500000 Penalty: 2969.670410
	Iteration 16Q: 3 clusters Score -1159980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1159985.125000 Penalty: 2969.670410
	Iteration 17Q: 3 clusters Score -1159985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1159988.250000 Penalty: 2969.670410
	Iteration 18Q: 3 clusters Score -1159988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1159993.000000 Penalty: 2969.670410
	Iteration 19Q: 3 clusters Score -1159993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1160000.625000 Penalty: 2969.670410
	Iteration 20F: 3 clusters Score -1160001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1160003.500000 Penalty: 2969.670410
	Iteration 21Q: 3 clusters Score -1160004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1160018.125000 Penalty: 2969.670410
	Iteration 22Q: 3 clusters Score -1160018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1160022.500000 Penalty: 2969.670410
	Iteration 23Q: 3 clusters Score -1160022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1160023.375000 Penalty: 2969.670410
	Iteration 24Q: 3 clusters Score -1160023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1160025.500000 Penalty: 2969.670410
	Iteration 25Q: 3 clusters Score -1160026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1160032.625000 Penalty: 2969.670410
	Iteration 26Q: 3 clusters Score -1160033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1160036.875000 Penalty: 2969.670410
	Iteration 27Q: 3 clusters Score -1160037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1160041.750000 Penalty: 2969.670410
	Iteration 28Q: 3 clusters Score -1160042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1160046.000000 Penalty: 2969.670410
	Iteration 29Q: 3 clusters Score -1160046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1160046.875000 Penalty: 2969.670410
	Iteration 30Q: 3 clusters Score -1160047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1160050.625000 Penalty: 2969.670410
	Iteration 31Q: 3 clusters Score -1160051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1160050.125000 Penalty: 2969.670410
	Iteration 32Q: 3 clusters Score -1160050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1160051.375000 Penalty: 2969.670410
	Iteration 33Q: 3 clusters Score -1160051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1160052.750000 Penalty: 2969.670410
	Iteration 34Q: 3 clusters Score -1160053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1160054.250000 Penalty: 2969.670410
	Iteration 35Q: 3 clusters Score -1160054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1160056.250000 Penalty: 2969.670410
	Iteration 36Q: 3 clusters Score -1160056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1160057.250000 Penalty: 2969.670410
	Iteration 37Q: 3 clusters Score -1160057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1160057.500000 Penalty: 2969.670410
	Iteration 38Q: 3 clusters Score -1160058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1160056.750000 Penalty: 2969.670410
	Iteration 39Q: 3 clusters Score -1160057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1160058.000000 Penalty: 2969.670410
	Iteration 40F: 3 clusters Score -1160058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1160058.875000 Penalty: 2969.670410
	Iteration 41Q: 3 clusters Score -1160059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1160060.125000 Penalty: 2969.670410
	Iteration 42Q: 3 clusters Score -1160060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1160061.000000 Penalty: 2969.670410
	Iteration 43Q: 3 clusters Score -1160061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1160061.000000 Penalty: 2969.670410
	Iteration 44Q: 3 clusters Score -1160061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1160061.000000 Penalty: 2969.670410
	Iteration 45F: 3 clusters Score -1160061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Entering Unmasked Estep 
Score: -1023581.437500 Penalty: 1474.012817
	Iteration 0F: 2 clusters Score -1023581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1017286.000000 Penalty: 2948.025635
	Iteration 0F: 3 clusters Score -1017286 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1019316.250000 Penalty: 2948.025635
	Iteration 1F: 3 clusters Score -1019316 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1019662.062500 Penalty: 2948.025635
	Iteration 2F: 3 clusters Score -1019662 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1019969.500000 Penalty: 2948.025635
	Iteration 3F: 3 clusters Score -1019970 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1020315.687500 Penalty: 2948.025635
	Iteration 4F: 3 clusters Score -1020316 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1020793.500000 Penalty: 2948.025635
	Iteration 5F: 3 clusters Score -1020794 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1021202.562500 Penalty: 2948.025635
	Iteration 6F: 3 clusters Score -1021203 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1021633.000000 Penalty: 2948.025635
	Iteration 7F: 3 clusters Score -1021633 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1022185.250000 Penalty: 2948.025635
	Iteration 8F: 3 clusters Score -1022185 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1022802.000000 Penalty: 2948.025635
	Iteration 9F: 3 clusters Score -1022802 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1023231.312500 Penalty: 2948.025635
	Iteration 10F: 3 clusters Score -1023231 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1023438.562500 Penalty: 2948.025635
	Iteration 11Q: 3 clusters Score -1023439 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1023513.875000 Penalty: 2948.025635
	Iteration 12Q: 3 clusters Score -1023514 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1023542.000000 Penalty: 2948.025635
	Iteration 13Q: 3 clusters Score -1023542 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1023552.937500 Penalty: 2948.025635
	Iteration 14Q: 3 clusters Score -1023553 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1023555.875000 Penalty: 2948.025635
	Iteration 15Q: 3 clusters Score -1023556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1023565.062500 Penalty: 2948.025635
	Iteration 16Q: 3 clusters Score -1023565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1023565.812500 Penalty: 2948.025635
	Iteration 17Q: 3 clusters Score -1023566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1023569.625000 Penalty: 2948.025635
	Iteration 18Q: 3 clusters Score -1023570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1023572.375000 Penalty: 2948.025635
	Iteration 19Q: 3 clusters Score -1023572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1023574.375000 Penalty: 2948.025635
	Iteration 20F: 3 clusters Score -1023574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1023576.312500 Penalty: 2948.025635
	Iteration 21Q: 3 clusters Score -1023576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1023577.562500 Penalty: 2948.025635
	Iteration 22Q: 3 clusters Score -1023578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1023582.000000 Penalty: 2948.025635
	Iteration 23Q: 3 clusters Score -1023582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1023583.312500 Penalty: 2948.025635
	Iteration 24Q: 3 clusters Score -1023583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1023584.062500 Penalty: 2948.025635
	Iteration 25Q: 3 clusters Score -1023584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1023588.875000 Penalty: 2948.025635
	Iteration 26Q: 3 clusters Score -1023589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1023588.437500 Penalty: 2948.025635
	Iteration 27Q: 3 clusters Score -1023588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1023589.187500 Penalty: 2948.025635
	Iteration 28Q: 3 clusters Score -1023589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1023588.625000 Penalty: 2948.025635
	Iteration 29Q: 3 clusters Score -1023589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1023591.812500 Penalty: 2948.025635
	Iteration 30Q: 3 clusters Score -1023592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1023591.687500 Penalty: 2948.025635
	Iteration 31Q: 3 clusters Score -1023592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1023591.062500 Penalty: 2948.025635
	Iteration 32Q: 3 clusters Score -1023591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1023591.687500 Penalty: 2948.025635
	Iteration 33Q: 3 clusters Score -1023592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1023592.750000 Penalty: 2948.025635
	Iteration 34Q: 3 clusters Score -1023593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1023592.750000 Penalty: 2948.025635
	Iteration 35F: 3 clusters Score -1023593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21585 members 
Mstep: Class 4 contains 22764 members 
Mstep: Class 5 contains 10006 members 
Mstep: Class 6 contains 6771 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4862 members 
Mstep: Class 9 contains 4604 members 
Mstep: Class 10 contains 1405 members 
Mstep: Class 11 contains 13754 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37322 members 
Mstep: Class 14 contains 54862 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 5153 members 
Mstep: Class 17 contains 108757 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 9729 members 
Mstep: Class 20 contains 53490 members 
Mstep: Class 21 contains 6689 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70344 members 
Mstep: Class 24 contains 97117 members 
Mstep: Class 25 contains 70835 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102773 members 
Mstep: Class 29 contains 4800 members 
Mstep: Class 30 contains 75858 members 
Mstep: Class 31 contains 92609 members 
Mstep: Class 32 contains 3115 members 
Mstep: Class 33 contains 1478 members 
Mstep: Class 34 contains 1086 members 
Mstep: Class 35 contains 9527 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2227 members 
Mstep: Class 39 contains 475 members 
Mstep: Class 40 contains 3545 members 
Entering Unmasked Estep 
Score: -111773664.000000 Penalty: 89247.812500
Splitting cluster 16 changes total score from -111774272.000000 to -111773664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (108757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108757 members 
Entering Unmasked Estep 
Score: -13661054.000000 Penalty: 1884.491577
	Iteration 0F: 2 clusters Score -1.366105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54376 members 
Mstep: Class 2 contains 54381 members 
Entering Unmasked Estep 
Score: -13591552.000000 Penalty: 3768.983154
	Iteration 0F: 3 clusters Score -1.359155e+07 nChanged 52225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51935 members 
Mstep: Class 2 contains 56822 members 
Entering Unmasked Estep 
Score: -13623091.000000 Penalty: 3768.983154
	Iteration 1F: 3 clusters Score -1.362309e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50847 members 
Mstep: Class 2 contains 57910 members 
Entering Unmasked Estep 
Score: -13625136.000000 Penalty: 3768.983154
	Iteration 2Q: 3 clusters Score -1.362514e+07 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49555 members 
Mstep: Class 2 contains 59202 members 
Entering Unmasked Estep 
Score: -13628412.000000 Penalty: 3768.983154
	Iteration 3F: 3 clusters Score -1.362841e+07 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 60717 members 
Entering Unmasked Estep 
Score: -13633551.000000 Penalty: 3768.983154
	Iteration 4F: 3 clusters Score -1.363355e+07 nChanged 8899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 62144 members 
Entering Unmasked Estep 
Score: -13640905.000000 Penalty: 3768.983154
	Iteration 5F: 3 clusters Score -1.36409e+07 nChanged 8718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 62604 members 
Entering Unmasked Estep 
Score: -13647482.000000 Penalty: 3768.983154
	Iteration 6F: 3 clusters Score -1.364748e+07 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 61950 members 
Entering Unmasked Estep 
Score: -13650380.000000 Penalty: 3768.983154
	Iteration 7F: 3 clusters Score -1.365038e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47946 members 
Mstep: Class 2 contains 60811 members 
Entering Unmasked Estep 
Score: -13651148.000000 Penalty: 3768.983154
	Iteration 8Q: 3 clusters Score -1.365115e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 59419 members 
Entering Unmasked Estep 
Score: -13651462.000000 Penalty: 3768.983154
	Iteration 9Q: 3 clusters Score -1.365146e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50864 members 
Mstep: Class 2 contains 57893 members 
Entering Unmasked Estep 
Score: -13651748.000000 Penalty: 3768.983154
	Iteration 10Q: 3 clusters Score -1.365175e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52441 members 
Mstep: Class 2 contains 56316 members 
Entering Unmasked Estep 
Score: -13651953.000000 Penalty: 3768.983154
	Iteration 11Q: 3 clusters Score -1.365195e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54121 members 
Mstep: Class 2 contains 54636 members 
Entering Unmasked Estep 
Score: -13651955.000000 Penalty: 3768.983154
	Iteration 12Q: 3 clusters Score -1.365196e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55935 members 
Mstep: Class 2 contains 52822 members 
Entering Unmasked Estep 
Score: -13652139.000000 Penalty: 3768.983154
	Iteration 13Q: 3 clusters Score -1.365214e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57791 members 
Mstep: Class 2 contains 50966 members 
Entering Unmasked Estep 
Score: -13652247.000000 Penalty: 3768.983154
	Iteration 14Q: 3 clusters Score -1.365225e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59744 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -13652367.000000 Penalty: 3768.983154
	Iteration 15Q: 3 clusters Score -1.365237e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61656 members 
Mstep: Class 2 contains 47101 members 
Entering Unmasked Estep 
Score: -13652517.000000 Penalty: 3768.983154
	Iteration 16Q: 3 clusters Score -1.365252e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63628 members 
Mstep: Class 2 contains 45129 members 
Entering Unmasked Estep 
Score: -13652459.000000 Penalty: 3768.983154
	Iteration 17Q: 3 clusters Score -1.365246e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65669 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -13652426.000000 Penalty: 3768.983154
	Iteration 18Q: 3 clusters Score -1.365243e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67934 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -13652606.000000 Penalty: 3768.983154
	Iteration 19Q: 3 clusters Score -1.365261e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70398 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -13652793.000000 Penalty: 3768.983154
	Iteration 20F: 3 clusters Score -1.365279e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72955 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -13652835.000000 Penalty: 3768.983154
	Iteration 21Q: 3 clusters Score -1.365284e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75555 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -13652849.000000 Penalty: 3768.983154
	Iteration 22Q: 3 clusters Score -1.365285e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78290 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -13653027.000000 Penalty: 3768.983154
	Iteration 23Q: 3 clusters Score -1.365303e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81110 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -13653341.000000 Penalty: 3768.983154
	Iteration 24Q: 3 clusters Score -1.365334e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83945 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -13653553.000000 Penalty: 3768.983154
	Iteration 25Q: 3 clusters Score -1.365355e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86869 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -13653977.000000 Penalty: 3768.983154
	Iteration 26Q: 3 clusters Score -1.365398e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89802 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -13654515.000000 Penalty: 3768.983154
	Iteration 27Q: 3 clusters Score -1.365452e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92750 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -13656607.000000 Penalty: 3768.983154
	Iteration 28Q: 3 clusters Score -1.365661e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94842 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -13657611.000000 Penalty: 3768.983154
	Iteration 29Q: 3 clusters Score -1.365761e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96461 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -13658298.000000 Penalty: 3768.983154
	Iteration 30Q: 3 clusters Score -1.36583e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97798 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -13658752.000000 Penalty: 3768.983154
	Iteration 31Q: 3 clusters Score -1.365875e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98936 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -13659120.000000 Penalty: 3768.983154
	Iteration 32Q: 3 clusters Score -1.365912e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99877 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -13659460.000000 Penalty: 3768.983154
	Iteration 33Q: 3 clusters Score -1.365946e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100671 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -13659645.000000 Penalty: 3768.983154
	Iteration 34Q: 3 clusters Score -1.365964e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101355 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -13659772.000000 Penalty: 3768.983154
	Iteration 35Q: 3 clusters Score -1.365977e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101926 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -13659883.000000 Penalty: 3768.983154
	Iteration 36Q: 3 clusters Score -1.365988e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102397 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -13659869.000000 Penalty: 3768.983154
	Iteration 37Q: 3 clusters Score -1.365987e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102796 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -13659835.000000 Penalty: 3768.983154
	Iteration 38Q: 3 clusters Score -1.365984e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103150 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -13659817.000000 Penalty: 3768.983154
	Iteration 39Q: 3 clusters Score -1.365982e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103425 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -13659816.000000 Penalty: 3768.983154
	Iteration 40F: 3 clusters Score -1.365982e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103663 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -13659794.000000 Penalty: 3768.983154
	Iteration 41Q: 3 clusters Score -1.365979e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103879 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -13659803.000000 Penalty: 3768.983154
	Iteration 42Q: 3 clusters Score -1.36598e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104090 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -13659786.000000 Penalty: 3768.983154
	Iteration 43Q: 3 clusters Score -1.365979e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104272 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -13659813.000000 Penalty: 3768.983154
	Iteration 44Q: 3 clusters Score -1.365981e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104439 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -13659846.000000 Penalty: 3768.983154
	Iteration 45Q: 3 clusters Score -1.365985e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104612 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -13659878.000000 Penalty: 3768.983154
	Iteration 46Q: 3 clusters Score -1.365988e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104754 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -13659885.000000 Penalty: 3768.983154
	Iteration 47Q: 3 clusters Score -1.365988e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104891 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -13659885.000000 Penalty: 3768.983154
	Iteration 48Q: 3 clusters Score -1.365988e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105013 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -13659866.000000 Penalty: 3768.983154
	Iteration 49Q: 3 clusters Score -1.365987e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105119 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -13659858.000000 Penalty: 3768.983154
	Iteration 50Q: 3 clusters Score -1.365986e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105222 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -13659883.000000 Penalty: 3768.983154
	Iteration 51Q: 3 clusters Score -1.365988e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105322 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -13659881.000000 Penalty: 3768.983154
	Iteration 52Q: 3 clusters Score -1.365988e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105407 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -13659898.000000 Penalty: 3768.983154
	Iteration 53Q: 3 clusters Score -1.36599e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105484 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -13659910.000000 Penalty: 3768.983154
	Iteration 54Q: 3 clusters Score -1.365991e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105557 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1.36599e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105619 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1.365988e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105678 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1.365992e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105723 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1.36599e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105775 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1.36599e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105827 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1.365992e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105886 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1.365992e+07 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105931 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1.365993e+07 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105973 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1.365991e+07 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106028 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1.365993e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106071 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1.365994e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106114 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1.365996e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106149 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1.365995e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106182 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1.365996e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106213 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1.365996e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106234 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1.365996e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106252 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1.365994e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106267 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1.365995e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106281 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1.365995e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106305 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1.365997e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106328 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1.365998e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106341 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1.365998e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106354 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1.365997e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106367 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1.365997e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106381 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1.365997e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106399 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1.365998e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106412 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1.365998e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106424 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1.366e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106440 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1.365999e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106450 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1.366e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106464 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1.366e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106480 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1.366e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106491 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1.366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106500 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -13660013.000000 Penalty: 3768.983154
	Iteration 88Q: 3 clusters Score -1.366001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106508 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.365999e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106515 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -13659987.000000 Penalty: 3768.983154
	Iteration 90Q: 3 clusters Score -1.365999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106520 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -13659989.000000 Penalty: 3768.983154
	Iteration 91Q: 3 clusters Score -1.365999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106525 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -13660003.000000 Penalty: 3768.983154
	Iteration 92Q: 3 clusters Score -1.366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106528 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -13659997.000000 Penalty: 3768.983154
	Iteration 93Q: 3 clusters Score -1.366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106531 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -13660012.000000 Penalty: 3768.983154
	Iteration 94Q: 3 clusters Score -1.366001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106538 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -13660006.000000 Penalty: 3768.983154
	Iteration 95Q: 3 clusters Score -1.366001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106541 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -13660008.000000 Penalty: 3768.983154
	Iteration 96Q: 3 clusters Score -1.366001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106542 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -13660018.000000 Penalty: 3768.983154
	Iteration 97Q: 3 clusters Score -1.366002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106542 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -13660019.000000 Penalty: 3768.983154
	Iteration 98Q: 3 clusters Score -1.366002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106544 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -13660030.000000 Penalty: 3768.983154
	Iteration 99Q: 3 clusters Score -1.366003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106547 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -13660025.000000 Penalty: 3768.983154
	Iteration 100F: 3 clusters Score -1.366002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106552 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -13660027.000000 Penalty: 3768.983154
	Iteration 101Q: 3 clusters Score -1.366003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106561 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -13660023.000000 Penalty: 3768.983154
	Iteration 102Q: 3 clusters Score -1.366002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106568 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -13660011.000000 Penalty: 3768.983154
	Iteration 103Q: 3 clusters Score -1.366001e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106581 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -13660010.000000 Penalty: 3768.983154
	Iteration 104Q: 3 clusters Score -1.366001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106586 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -13660014.000000 Penalty: 3768.983154
	Iteration 105Q: 3 clusters Score -1.366001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106587 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -13660014.000000 Penalty: 3768.983154
	Iteration 106Q: 3 clusters Score -1.366001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106589 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -13660003.000000 Penalty: 3768.983154
	Iteration 107Q: 3 clusters Score -1.366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106590 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -13660013.000000 Penalty: 3768.983154
	Iteration 108Q: 3 clusters Score -1.366001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106591 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -13660013.000000 Penalty: 3768.983154
	Iteration 109Q: 3 clusters Score -1.366001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106594 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -13660013.000000 Penalty: 3768.983154
	Iteration 110Q: 3 clusters Score -1.366001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106596 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -13660007.000000 Penalty: 3768.983154
	Iteration 111Q: 3 clusters Score -1.366001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106596 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -13659996.000000 Penalty: 3768.983154
	Iteration 112Q: 3 clusters Score -1.366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106598 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -13660007.000000 Penalty: 3768.983154
	Iteration 113Q: 3 clusters Score -1.366001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106604 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -13660003.000000 Penalty: 3768.983154
	Iteration 114Q: 3 clusters Score -1.366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106609 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -13660010.000000 Penalty: 3768.983154
	Iteration 115Q: 3 clusters Score -1.366001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106610 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -13660004.000000 Penalty: 3768.983154
	Iteration 116Q: 3 clusters Score -1.366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106612 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1.366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106614 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -13659996.000000 Penalty: 3768.983154
	Iteration 118Q: 3 clusters Score -1.366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106617 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -13660007.000000 Penalty: 3768.983154
	Iteration 119Q: 3 clusters Score -1.366001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106619 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -13659992.000000 Penalty: 3768.983154
	Iteration 120F: 3 clusters Score -1.365999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106621 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -13659990.000000 Penalty: 3768.983154
	Iteration 121Q: 3 clusters Score -1.365999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106625 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -13659982.000000 Penalty: 3768.983154
	Iteration 122Q: 3 clusters Score -1.365998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106630 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -13659986.000000 Penalty: 3768.983154
	Iteration 123Q: 3 clusters Score -1.365999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106635 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -13659985.000000 Penalty: 3768.983154
	Iteration 124Q: 3 clusters Score -1.365998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106638 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -13659986.000000 Penalty: 3768.983154
	Iteration 125Q: 3 clusters Score -1.365999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106641 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -13659990.000000 Penalty: 3768.983154
	Iteration 126Q: 3 clusters Score -1.365999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106647 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -13659991.000000 Penalty: 3768.983154
	Iteration 127Q: 3 clusters Score -1.365999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106652 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -13659990.000000 Penalty: 3768.983154
	Iteration 128Q: 3 clusters Score -1.365999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106660 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -13659994.000000 Penalty: 3768.983154
	Iteration 129Q: 3 clusters Score -1.365999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106669 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -13659998.000000 Penalty: 3768.983154
	Iteration 130Q: 3 clusters Score -1.366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106678 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -13660002.000000 Penalty: 3768.983154
	Iteration 131Q: 3 clusters Score -1.366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106685 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -13660011.000000 Penalty: 3768.983154
	Iteration 132Q: 3 clusters Score -1.366001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106686 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -13660011.000000 Penalty: 3768.983154
	Iteration 133Q: 3 clusters Score -1.366001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106689 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -13660009.000000 Penalty: 3768.983154
	Iteration 134Q: 3 clusters Score -1.366001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106690 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -13660001.000000 Penalty: 3768.983154
	Iteration 135Q: 3 clusters Score -1.366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106693 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -13660005.000000 Penalty: 3768.983154
	Iteration 136Q: 3 clusters Score -1.366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106693 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -13660002.000000 Penalty: 3768.983154
	Iteration 137Q: 3 clusters Score -1.366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106695 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1.366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106695 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
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	Iteration 139F: 3 clusters Score -1.366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Entering Unmasked Estep 
Score: -419433.906250 Penalty: 1327.333008
	Iteration 0F: 2 clusters Score -419433.9 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 1740 members 
Entering Unmasked Estep 
Score: -416372.312500 Penalty: 2654.666016
	Iteration 0F: 3 clusters Score -416372.3 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -417143.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -417356.375000 Penalty: 2654.666016
	Iteration 2F: 3 clusters Score -417356.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -417496.750000 Penalty: 2654.666016
	Iteration 3F: 3 clusters Score -417496.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -417603.187500 Penalty: 2654.666016
	Iteration 4F: 3 clusters Score -417603.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -417698.156250 Penalty: 2654.666016
	Iteration 5Q: 3 clusters Score -417698.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -417778.406250 Penalty: 2654.666016
	Iteration 6Q: 3 clusters Score -417778.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -417857.562500 Penalty: 2654.666016
	Iteration 7Q: 3 clusters Score -417857.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -417916.625000 Penalty: 2654.666016
	Iteration 8Q: 3 clusters Score -417916.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -417967.531250 Penalty: 2654.666016
	Iteration 9Q: 3 clusters Score -417967.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -418012.750000 Penalty: 2654.666016
	Iteration 10Q: 3 clusters Score -418012.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -418036.781250 Penalty: 2654.666016
	Iteration 11Q: 3 clusters Score -418036.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -418061.687500 Penalty: 2654.666016
	Iteration 12Q: 3 clusters Score -418061.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -418083.500000 Penalty: 2654.666016
	Iteration 13Q: 3 clusters Score -418083.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -418097.281250 Penalty: 2654.666016
	Iteration 14Q: 3 clusters Score -418097.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -418109.843750 Penalty: 2654.666016
	Iteration 15Q: 3 clusters Score -418109.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -418125.781250 Penalty: 2654.666016
	Iteration 16Q: 3 clusters Score -418125.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -418143.156250 Penalty: 2654.666016
	Iteration 17Q: 3 clusters Score -418143.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -418157.437500 Penalty: 2654.666016
	Iteration 18Q: 3 clusters Score -418157.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -418166.406250 Penalty: 2654.666016
	Iteration 19Q: 3 clusters Score -418166.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -418172.343750 Penalty: 2654.666016
	Iteration 20F: 3 clusters Score -418172.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -418176.406250 Penalty: 2654.666016
	Iteration 21Q: 3 clusters Score -418176.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -418180.625000 Penalty: 2654.666016
	Iteration 22Q: 3 clusters Score -418180.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -418186.937500 Penalty: 2654.666016
	Iteration 23Q: 3 clusters Score -418186.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -418191.781250 Penalty: 2654.666016
	Iteration 24Q: 3 clusters Score -418191.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -418196.250000 Penalty: 2654.666016
	Iteration 25Q: 3 clusters Score -418196.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -418199.843750 Penalty: 2654.666016
	Iteration 26Q: 3 clusters Score -418199.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -418206.281250 Penalty: 2654.666016
	Iteration 27Q: 3 clusters Score -418206.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -418208.875000 Penalty: 2654.666016
	Iteration 28Q: 3 clusters Score -418208.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -418211.000000 Penalty: 2654.666016
	Iteration 29Q: 3 clusters Score -418211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -418214.156250 Penalty: 2654.666016
	Iteration 30Q: 3 clusters Score -418214.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -418216.031250 Penalty: 2654.666016
	Iteration 31Q: 3 clusters Score -418216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -418218.343750 Penalty: 2654.666016
	Iteration 32Q: 3 clusters Score -418218.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -418221.343750 Penalty: 2654.666016
	Iteration 33Q: 3 clusters Score -418221.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -418223.531250 Penalty: 2654.666016
	Iteration 34Q: 3 clusters Score -418223.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -418227.843750 Penalty: 2654.666016
	Iteration 35Q: 3 clusters Score -418227.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -418233.562500 Penalty: 2654.666016
	Iteration 36Q: 3 clusters Score -418233.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -418238.062500 Penalty: 2654.666016
	Iteration 37Q: 3 clusters Score -418238.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -418240.656250 Penalty: 2654.666016
	Iteration 38Q: 3 clusters Score -418240.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -418242.968750 Penalty: 2654.666016
	Iteration 39Q: 3 clusters Score -418243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -418244.687500 Penalty: 2654.666016
	Iteration 40F: 3 clusters Score -418244.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -418245.656250 Penalty: 2654.666016
	Iteration 41Q: 3 clusters Score -418245.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -418249.000000 Penalty: 2654.666016
	Iteration 42Q: 3 clusters Score -418249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -418251.843750 Penalty: 2654.666016
	Iteration 43Q: 3 clusters Score -418251.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -418256.125000 Penalty: 2654.666016
	Iteration 44Q: 3 clusters Score -418256.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -418261.156250 Penalty: 2654.666016
	Iteration 45Q: 3 clusters Score -418261.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -418263.406250 Penalty: 2654.666016
	Iteration 46Q: 3 clusters Score -418263.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -418269.156250 Penalty: 2654.666016
	Iteration 47Q: 3 clusters Score -418269.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -418272.500000 Penalty: 2654.666016
	Iteration 48Q: 3 clusters Score -418272.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -418275.000000 Penalty: 2654.666016
	Iteration 49Q: 3 clusters Score -418275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -418276.656250 Penalty: 2654.666016
	Iteration 50Q: 3 clusters Score -418276.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -418278.750000 Penalty: 2654.666016
	Iteration 51Q: 3 clusters Score -418278.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -418280.375000 Penalty: 2654.666016
	Iteration 52Q: 3 clusters Score -418280.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -418282.781250 Penalty: 2654.666016
	Iteration 53Q: 3 clusters Score -418282.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -418283.375000 Penalty: 2654.666016
	Iteration 54Q: 3 clusters Score -418283.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -418284.906250 Penalty: 2654.666016
	Iteration 55Q: 3 clusters Score -418284.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -418285.625000 Penalty: 2654.666016
	Iteration 56Q: 3 clusters Score -418285.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -418287.312500 Penalty: 2654.666016
	Iteration 57Q: 3 clusters Score -418287.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -418288.875000 Penalty: 2654.666016
	Iteration 58Q: 3 clusters Score -418288.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -418290.250000 Penalty: 2654.666016
	Iteration 59Q: 3 clusters Score -418290.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -418290.156250 Penalty: 2654.666016
	Iteration 60F: 3 clusters Score -418290.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -418291.031250 Penalty: 2654.666016
	Iteration 61Q: 3 clusters Score -418291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -418291.437500 Penalty: 2654.666016
	Iteration 62Q: 3 clusters Score -418291.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -418292.000000 Penalty: 2654.666016
	Iteration 63Q: 3 clusters Score -418292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -418292.000000 Penalty: 2654.666016
	Iteration 64F: 3 clusters Score -418292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Entering Unmasked Estep 
Score: -1225837.125000 Penalty: 1492.215698
	Iteration 0F: 2 clusters Score -1225837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1218808.250000 Penalty: 2984.431396
	Iteration 0F: 3 clusters Score -1218808 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1221017.250000 Penalty: 2984.431396
	Iteration 1F: 3 clusters Score -1221017 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1221242.000000 Penalty: 2984.431396
	Iteration 2F: 3 clusters Score -1221242 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1221431.125000 Penalty: 2984.431396
	Iteration 3Q: 3 clusters Score -1221431 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1221569.250000 Penalty: 2984.431396
	Iteration 4Q: 3 clusters Score -1221569 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1221697.375000 Penalty: 2984.431396
	Iteration 5Q: 3 clusters Score -1221697 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1221830.625000 Penalty: 2984.431396
	Iteration 6Q: 3 clusters Score -1221831 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1221987.375000 Penalty: 2984.431396
	Iteration 7Q: 3 clusters Score -1221987 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1222153.250000 Penalty: 2984.431396
	Iteration 8Q: 3 clusters Score -1222153 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1222298.625000 Penalty: 2984.431396
	Iteration 9Q: 3 clusters Score -1222299 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1222451.875000 Penalty: 2984.431396
	Iteration 10Q: 3 clusters Score -1222452 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1222609.500000 Penalty: 2984.431396
	Iteration 11Q: 3 clusters Score -1222610 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1222773.125000 Penalty: 2984.431396
	Iteration 12Q: 3 clusters Score -1222773 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1222931.875000 Penalty: 2984.431396
	Iteration 13Q: 3 clusters Score -1222932 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1223104.125000 Penalty: 2984.431396
	Iteration 14Q: 3 clusters Score -1223104 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1223284.750000 Penalty: 2984.431396
	Iteration 15Q: 3 clusters Score -1223285 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1223490.875000 Penalty: 2984.431396
	Iteration 16Q: 3 clusters Score -1223491 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1223668.125000 Penalty: 2984.431396
	Iteration 17Q: 3 clusters Score -1223668 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1223837.125000 Penalty: 2984.431396
	Iteration 18Q: 3 clusters Score -1223837 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1223968.750000 Penalty: 2984.431396
	Iteration 19Q: 3 clusters Score -1223969 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1224096.375000 Penalty: 2984.431396
	Iteration 20F: 3 clusters Score -1224096 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1224220.000000 Penalty: 2984.431396
	Iteration 21Q: 3 clusters Score -1224220 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1224317.125000 Penalty: 2984.431396
	Iteration 22Q: 3 clusters Score -1224317 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1224385.250000 Penalty: 2984.431396
	Iteration 23Q: 3 clusters Score -1224385 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1224427.000000 Penalty: 2984.431396
	Iteration 24Q: 3 clusters Score -1224427 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1224467.500000 Penalty: 2984.431396
	Iteration 25Q: 3 clusters Score -1224468 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1224508.000000 Penalty: 2984.431396
	Iteration 26Q: 3 clusters Score -1224508 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1224536.750000 Penalty: 2984.431396
	Iteration 27Q: 3 clusters Score -1224537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1224552.250000 Penalty: 2984.431396
	Iteration 28Q: 3 clusters Score -1224552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1224559.125000 Penalty: 2984.431396
	Iteration 29Q: 3 clusters Score -1224559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1224562.625000 Penalty: 2984.431396
	Iteration 30Q: 3 clusters Score -1224563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1224571.250000 Penalty: 2984.431396
	Iteration 31Q: 3 clusters Score -1224571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1224573.750000 Penalty: 2984.431396
	Iteration 32Q: 3 clusters Score -1224574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1224575.875000 Penalty: 2984.431396
	Iteration 33Q: 3 clusters Score -1224576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1224576.750000 Penalty: 2984.431396
	Iteration 34Q: 3 clusters Score -1224577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1224576.750000 Penalty: 2984.431396
	Iteration 35F: 3 clusters Score -1224577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (53490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Entering Unmasked Estep 
Score: -6808462.500000 Penalty: 1769.178101
	Iteration 0F: 2 clusters Score -6808462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -6772987.000000 Penalty: 3538.356201
	Iteration 0F: 3 clusters Score -6772987 nChanged 25252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -6787285.500000 Penalty: 3538.356201
	Iteration 1F: 3 clusters Score -6787286 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -6788187.000000 Penalty: 3538.356201
	Iteration 2Q: 3 clusters Score -6788187 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -6789457.000000 Penalty: 3538.356201
	Iteration 3F: 3 clusters Score -6789457 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -6791376.000000 Penalty: 3538.356201
	Iteration 4F: 3 clusters Score -6791376 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -6794247.500000 Penalty: 3538.356201
	Iteration 5F: 3 clusters Score -6794248 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -6797710.500000 Penalty: 3538.356201
	Iteration 6F: 3 clusters Score -6797710 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -6800751.000000 Penalty: 3538.356201
	Iteration 7F: 3 clusters Score -6800751 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48150 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -6803049.000000 Penalty: 3538.356201
	Iteration 8Q: 3 clusters Score -6803049 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49819 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -6804593.500000 Penalty: 3538.356201
	Iteration 9Q: 3 clusters Score -6804594 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50912 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -6805471.500000 Penalty: 3538.356201
	Iteration 10Q: 3 clusters Score -6805472 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51633 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -6806031.000000 Penalty: 3538.356201
	Iteration 11Q: 3 clusters Score -6806031 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52097 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6806353.500000 Penalty: 3538.356201
	Iteration 12Q: 3 clusters Score -6806354 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52426 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -6806545.500000 Penalty: 3538.356201
	Iteration 13Q: 3 clusters Score -6806546 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52639 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6806648.500000 Penalty: 3538.356201
	Iteration 14Q: 3 clusters Score -6806648 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52788 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6806723.500000 Penalty: 3538.356201
	Iteration 15Q: 3 clusters Score -6806724 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52887 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6806804.000000 Penalty: 3538.356201
	Iteration 16Q: 3 clusters Score -6806804 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52950 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6806842.000000 Penalty: 3538.356201
	Iteration 17Q: 3 clusters Score -6806842 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53001 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6806875.500000 Penalty: 3538.356201
	Iteration 18Q: 3 clusters Score -6806876 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53040 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6806889.000000 Penalty: 3538.356201
	Iteration 19Q: 3 clusters Score -6806889 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53069 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6806903.000000 Penalty: 3538.356201
	Iteration 20F: 3 clusters Score -6806903 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53092 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6806924.000000 Penalty: 3538.356201
	Iteration 21Q: 3 clusters Score -6806924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53113 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6806950.500000 Penalty: 3538.356201
	Iteration 22Q: 3 clusters Score -6806950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53129 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6806959.000000 Penalty: 3538.356201
	Iteration 23Q: 3 clusters Score -6806959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53128 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6806967.000000 Penalty: 3538.356201
	Iteration 24Q: 3 clusters Score -6806967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53128 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6806977.500000 Penalty: 3538.356201
	Iteration 25Q: 3 clusters Score -6806978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53130 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6806975.000000 Penalty: 3538.356201
	Iteration 26Q: 3 clusters Score -6806975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53133 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6806978.000000 Penalty: 3538.356201
	Iteration 27Q: 3 clusters Score -6806978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53136 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6806975.500000 Penalty: 3538.356201
	Iteration 28Q: 3 clusters Score -6806976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53139 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6806973.500000 Penalty: 3538.356201
	Iteration 29Q: 3 clusters Score -6806974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53144 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6806976.000000 Penalty: 3538.356201
	Iteration 30Q: 3 clusters Score -6806976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53150 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -6806977.000000 Penalty: 3538.356201
	Iteration 31Q: 3 clusters Score -6806977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53155 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6806984.000000 Penalty: 3538.356201
	Iteration 32Q: 3 clusters Score -6806984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53158 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6806986.500000 Penalty: 3538.356201
	Iteration 33Q: 3 clusters Score -6806986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53158 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6806986.500000 Penalty: 3538.356201
	Iteration 34F: 3 clusters Score -6806986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Entering Unmasked Estep 
Score: -834217.312500 Penalty: 1431.335693
	Iteration 0F: 2 clusters Score -834217.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -829173.187500 Penalty: 2862.671387
	Iteration 0F: 3 clusters Score -829173.2 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -830679.812500 Penalty: 2862.671387
	Iteration 1F: 3 clusters Score -830679.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -830943.500000 Penalty: 2862.671387
	Iteration 2F: 3 clusters Score -830943.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -831229.562500 Penalty: 2862.671387
	Iteration 3F: 3 clusters Score -831229.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -831567.437500 Penalty: 2862.671387
	Iteration 4F: 3 clusters Score -831567.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -831917.875000 Penalty: 2862.671387
	Iteration 5F: 3 clusters Score -831917.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -832261.625000 Penalty: 2862.671387
	Iteration 6F: 3 clusters Score -832261.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -832532.750000 Penalty: 2862.671387
	Iteration 7F: 3 clusters Score -832532.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -832724.625000 Penalty: 2862.671387
	Iteration 8Q: 3 clusters Score -832724.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -832871.625000 Penalty: 2862.671387
	Iteration 9Q: 3 clusters Score -832871.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -832975.937500 Penalty: 2862.671387
	Iteration 10Q: 3 clusters Score -832975.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -833040.062500 Penalty: 2862.671387
	Iteration 11Q: 3 clusters Score -833040.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -833085.062500 Penalty: 2862.671387
	Iteration 12Q: 3 clusters Score -833085.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -833123.562500 Penalty: 2862.671387
	Iteration 13Q: 3 clusters Score -833123.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -833162.562500 Penalty: 2862.671387
	Iteration 14Q: 3 clusters Score -833162.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -833187.937500 Penalty: 2862.671387
	Iteration 15Q: 3 clusters Score -833187.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -833204.562500 Penalty: 2862.671387
	Iteration 16Q: 3 clusters Score -833204.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -833223.187500 Penalty: 2862.671387
	Iteration 17Q: 3 clusters Score -833223.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -833236.375000 Penalty: 2862.671387
	Iteration 18Q: 3 clusters Score -833236.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -833244.937500 Penalty: 2862.671387
	Iteration 19Q: 3 clusters Score -833244.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -833251.250000 Penalty: 2862.671387
	Iteration 20F: 3 clusters Score -833251.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -833259.687500 Penalty: 2862.671387
	Iteration 21Q: 3 clusters Score -833259.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -833270.062500 Penalty: 2862.671387
	Iteration 22Q: 3 clusters Score -833270.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -833281.062500 Penalty: 2862.671387
	Iteration 23Q: 3 clusters Score -833281.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -833294.875000 Penalty: 2862.671387
	Iteration 24Q: 3 clusters Score -833294.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -833301.375000 Penalty: 2862.671387
	Iteration 25Q: 3 clusters Score -833301.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -833308.875000 Penalty: 2862.671387
	Iteration 26Q: 3 clusters Score -833308.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -833312.312500 Penalty: 2862.671387
	Iteration 27Q: 3 clusters Score -833312.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -833316.000000 Penalty: 2862.671387
	Iteration 28Q: 3 clusters Score -833316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -833318.125000 Penalty: 2862.671387
	Iteration 29Q: 3 clusters Score -833318.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -833318.937500 Penalty: 2862.671387
	Iteration 30Q: 3 clusters Score -833318.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -833319.187500 Penalty: 2862.671387
	Iteration 31Q: 3 clusters Score -833319.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -833321.500000 Penalty: 2862.671387
	Iteration 32Q: 3 clusters Score -833321.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -833321.312500 Penalty: 2862.671387
	Iteration 33Q: 3 clusters Score -833321.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -833321.750000 Penalty: 2862.671387
	Iteration 34Q: 3 clusters Score -833321.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -833321.750000 Penalty: 2862.671387
	Iteration 35F: 3 clusters Score -833321.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -64939.667969 Penalty: 1046.653809
	Iteration 0F: 2 clusters Score -64939.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63844.933594 Penalty: 2093.307617
	Iteration 0F: 3 clusters Score -63844.93 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -64072.128906 Penalty: 2093.307617
	Iteration 1F: 3 clusters Score -64072.13 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -64212.777344 Penalty: 2093.307617
	Iteration 2F: 3 clusters Score -64212.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -64274.000000 Penalty: 2093.307617
	Iteration 3Q: 3 clusters Score -64274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -64299.500000 Penalty: 2093.307617
	Iteration 4Q: 3 clusters Score -64299.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64340.023438 Penalty: 2093.307617
	Iteration 5Q: 3 clusters Score -64340.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -64388.257812 Penalty: 2093.307617
	Iteration 6Q: 3 clusters Score -64388.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -64416.734375 Penalty: 2093.307617
	Iteration 7Q: 3 clusters Score -64416.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -64436.812500 Penalty: 2093.307617
	Iteration 8Q: 3 clusters Score -64436.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -64463.976562 Penalty: 2093.307617
	Iteration 9Q: 3 clusters Score -64463.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -64499.675781 Penalty: 2093.307617
	Iteration 10Q: 3 clusters Score -64499.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -64550.210938 Penalty: 2093.307617
	Iteration 11Q: 3 clusters Score -64550.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -64606.507812 Penalty: 2093.307617
	Iteration 12Q: 3 clusters Score -64606.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -64635.812500 Penalty: 2093.307617
	Iteration 13Q: 3 clusters Score -64635.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -64659.734375 Penalty: 2093.307617
	Iteration 14Q: 3 clusters Score -64659.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64671.472656 Penalty: 2093.307617
	Iteration 15Q: 3 clusters Score -64671.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -64676.203125 Penalty: 2093.307617
	Iteration 16Q: 3 clusters Score -64676.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -64678.835938 Penalty: 2093.307617
	Iteration 17Q: 3 clusters Score -64678.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -64682.304688 Penalty: 2093.307617
	Iteration 18Q: 3 clusters Score -64682.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -64683.156250 Penalty: 2093.307617
	Iteration 19Q: 3 clusters Score -64683.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -64710.531250 Penalty: 2093.307617
	Iteration 20F: 3 clusters Score -64710.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -64728.359375 Penalty: 2093.307617
	Iteration 21Q: 3 clusters Score -64728.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -64787.625000 Penalty: 2093.307617
	Iteration 22Q: 3 clusters Score -64787.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -64811.273438 Penalty: 2093.307617
	Iteration 23Q: 3 clusters Score -64811.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -64818.097656 Penalty: 2093.307617
	Iteration 24Q: 3 clusters Score -64818.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -64832.429688 Penalty: 2093.307617
	Iteration 25Q: 3 clusters Score -64832.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -64845.105469 Penalty: 2093.307617
	Iteration 26Q: 3 clusters Score -64845.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -64850.230469 Penalty: 2093.307617
	Iteration 27Q: 3 clusters Score -64850.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -64854.761719 Penalty: 2093.307617
	Iteration 28Q: 3 clusters Score -64854.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -64854.761719 Penalty: 2093.307617
	Iteration 29F: 3 clusters Score -64854.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (70344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70344 members 
Entering Unmasked Estep 
Score: -8746700.000000 Penalty: 1813.687378
	Iteration 0F: 2 clusters Score -8746700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -8699689.000000 Penalty: 3627.374756
	Iteration 0F: 3 clusters Score -8699689 nChanged 33376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -8718341.000000 Penalty: 3627.374756
	Iteration 1F: 3 clusters Score -8718341 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -8719211.000000 Penalty: 3627.374756
	Iteration 2Q: 3 clusters Score -8719211 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -8720360.000000 Penalty: 3627.374756
	Iteration 3Q: 3 clusters Score -8720360 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -8721784.000000 Penalty: 3627.374756
	Iteration 4Q: 3 clusters Score -8721784 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -8723779.000000 Penalty: 3627.374756
	Iteration 5F: 3 clusters Score -8723779 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -8726484.000000 Penalty: 3627.374756
	Iteration 6F: 3 clusters Score -8726484 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -8729574.000000 Penalty: 3627.374756
	Iteration 7F: 3 clusters Score -8729574 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -8732230.000000 Penalty: 3627.374756
	Iteration 8F: 3 clusters Score -8732230 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42828 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -8733903.000000 Penalty: 3627.374756
	Iteration 9F: 3 clusters Score -8733903 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -8734637.000000 Penalty: 3627.374756
	Iteration 10Q: 3 clusters Score -8734637 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -8734976.000000 Penalty: 3627.374756
	Iteration 11Q: 3 clusters Score -8734976 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -8735180.000000 Penalty: 3627.374756
	Iteration 12Q: 3 clusters Score -8735180 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -8735339.000000 Penalty: 3627.374756
	Iteration 13Q: 3 clusters Score -8735339 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -8735510.000000 Penalty: 3627.374756
	Iteration 14Q: 3 clusters Score -8735510 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -8735656.000000 Penalty: 3627.374756
	Iteration 15Q: 3 clusters Score -8735656 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -8735814.000000 Penalty: 3627.374756
	Iteration 16Q: 3 clusters Score -8735814 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -8736035.000000 Penalty: 3627.374756
	Iteration 17Q: 3 clusters Score -8736035 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49379 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -8736261.000000 Penalty: 3627.374756
	Iteration 18Q: 3 clusters Score -8736261 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50317 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -8736445.000000 Penalty: 3627.374756
	Iteration 19Q: 3 clusters Score -8736445 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51341 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -8736763.000000 Penalty: 3627.374756
	Iteration 20F: 3 clusters Score -8736763 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52395 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -8737045.000000 Penalty: 3627.374756
	Iteration 21Q: 3 clusters Score -8737045 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53511 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -8737336.000000 Penalty: 3627.374756
	Iteration 22Q: 3 clusters Score -8737336 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -8737684.000000 Penalty: 3627.374756
	Iteration 23Q: 3 clusters Score -8737684 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55944 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -8738096.000000 Penalty: 3627.374756
	Iteration 24Q: 3 clusters Score -8738096 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57249 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -8738558.000000 Penalty: 3627.374756
	Iteration 25Q: 3 clusters Score -8738558 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58573 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -8739097.000000 Penalty: 3627.374756
	Iteration 26Q: 3 clusters Score -8739097 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59914 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -8739582.000000 Penalty: 3627.374756
	Iteration 27Q: 3 clusters Score -8739582 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61252 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -8740177.000000 Penalty: 3627.374756
	Iteration 28Q: 3 clusters Score -8740177 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62584 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -8740836.000000 Penalty: 3627.374756
	Iteration 29Q: 3 clusters Score -8740836 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63890 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -8741462.000000 Penalty: 3627.374756
	Iteration 30Q: 3 clusters Score -8741462 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65135 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -8742186.000000 Penalty: 3627.374756
	Iteration 31Q: 3 clusters Score -8742186 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -8742817.000000 Penalty: 3627.374756
	Iteration 32Q: 3 clusters Score -8742817 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67151 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -8743371.000000 Penalty: 3627.374756
	Iteration 33Q: 3 clusters Score -8743371 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67929 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -8743848.000000 Penalty: 3627.374756
	Iteration 34Q: 3 clusters Score -8743848 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68539 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -8744211.000000 Penalty: 3627.374756
	Iteration 35Q: 3 clusters Score -8744211 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68947 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -8744453.000000 Penalty: 3627.374756
	Iteration 36Q: 3 clusters Score -8744453 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69268 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -8744674.000000 Penalty: 3627.374756
	Iteration 37Q: 3 clusters Score -8744674 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69483 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -8744814.000000 Penalty: 3627.374756
	Iteration 38Q: 3 clusters Score -8744814 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69633 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8744908.000000 Penalty: 3627.374756
	Iteration 39Q: 3 clusters Score -8744908 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69736 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8745000.000000 Penalty: 3627.374756
	Iteration 40F: 3 clusters Score -8745000 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69794 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8745039.000000 Penalty: 3627.374756
	Iteration 41Q: 3 clusters Score -8745039 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69829 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8745071.000000 Penalty: 3627.374756
	Iteration 42Q: 3 clusters Score -8745071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69847 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8745088.000000 Penalty: 3627.374756
	Iteration 43Q: 3 clusters Score -8745088 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69874 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8745119.000000 Penalty: 3627.374756
	Iteration 44Q: 3 clusters Score -8745119 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69895 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8745134.000000 Penalty: 3627.374756
	Iteration 45Q: 3 clusters Score -8745134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69914 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8745139.000000 Penalty: 3627.374756
	Iteration 46Q: 3 clusters Score -8745139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69927 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8745155.000000 Penalty: 3627.374756
	Iteration 47Q: 3 clusters Score -8745155 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69941 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8745171.000000 Penalty: 3627.374756
	Iteration 48Q: 3 clusters Score -8745171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69950 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8745183.000000 Penalty: 3627.374756
	Iteration 49Q: 3 clusters Score -8745183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69962 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8745191.000000 Penalty: 3627.374756
	Iteration 50Q: 3 clusters Score -8745191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69968 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8745196.000000 Penalty: 3627.374756
	Iteration 51Q: 3 clusters Score -8745196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69975 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8745197.000000 Penalty: 3627.374756
	Iteration 52Q: 3 clusters Score -8745197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69981 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8745204.000000 Penalty: 3627.374756
	Iteration 53Q: 3 clusters Score -8745204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69985 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8745220.000000 Penalty: 3627.374756
	Iteration 54Q: 3 clusters Score -8745220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69990 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8745225.000000 Penalty: 3627.374756
	Iteration 55Q: 3 clusters Score -8745225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69992 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8745228.000000 Penalty: 3627.374756
	Iteration 56Q: 3 clusters Score -8745228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69993 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8745229.000000 Penalty: 3627.374756
	Iteration 57Q: 3 clusters Score -8745229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69993 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8745229.000000 Penalty: 3627.374756
	Iteration 58F: 3 clusters Score -8745229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (97117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97117 members 
Entering Unmasked Estep 
Score: -12177785.000000 Penalty: 1866.096680
	Iteration 0F: 2 clusters Score -1.217778e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48737 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
Score: -12114193.000000 Penalty: 3732.193359
	Iteration 0F: 3 clusters Score -1.211419e+07 nChanged 46258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -12141614.000000 Penalty: 3732.193359
	Iteration 1F: 3 clusters Score -1.214161e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -12142732.000000 Penalty: 3732.193359
	Iteration 2Q: 3 clusters Score -1.214273e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52356 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -12144296.000000 Penalty: 3732.193359
	Iteration 3Q: 3 clusters Score -1.21443e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54440 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -12146278.000000 Penalty: 3732.193359
	Iteration 4Q: 3 clusters Score -1.214628e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57374 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -12149221.000000 Penalty: 3732.193359
	Iteration 5F: 3 clusters Score -1.214922e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61057 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -12152983.000000 Penalty: 3732.193359
	Iteration 6F: 3 clusters Score -1.215298e+07 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65063 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -12157539.000000 Penalty: 3732.193359
	Iteration 7F: 3 clusters Score -1.215754e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68704 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -12161962.000000 Penalty: 3732.193359
	Iteration 8F: 3 clusters Score -1.216196e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71535 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -12165048.000000 Penalty: 3732.193359
	Iteration 9F: 3 clusters Score -1.216505e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73670 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -12166731.000000 Penalty: 3732.193359
	Iteration 10Q: 3 clusters Score -1.216673e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75385 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -12167850.000000 Penalty: 3732.193359
	Iteration 11Q: 3 clusters Score -1.216785e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76983 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -12168596.000000 Penalty: 3732.193359
	Iteration 12Q: 3 clusters Score -1.21686e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78533 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -12169342.000000 Penalty: 3732.193359
	Iteration 13Q: 3 clusters Score -1.216934e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80002 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -12170071.000000 Penalty: 3732.193359
	Iteration 14Q: 3 clusters Score -1.217007e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81475 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -12170812.000000 Penalty: 3732.193359
	Iteration 15Q: 3 clusters Score -1.217081e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82882 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -12171491.000000 Penalty: 3732.193359
	Iteration 16Q: 3 clusters Score -1.217149e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84203 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -12172184.000000 Penalty: 3732.193359
	Iteration 17Q: 3 clusters Score -1.217218e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85432 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -12172775.000000 Penalty: 3732.193359
	Iteration 18Q: 3 clusters Score -1.217278e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86547 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -12173367.000000 Penalty: 3732.193359
	Iteration 19Q: 3 clusters Score -1.217337e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87596 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -12173890.000000 Penalty: 3732.193359
	Iteration 20F: 3 clusters Score -1.217389e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88559 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -12174379.000000 Penalty: 3732.193359
	Iteration 21Q: 3 clusters Score -1.217438e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89424 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -12174827.000000 Penalty: 3732.193359
	Iteration 22Q: 3 clusters Score -1.217483e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90213 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -12175186.000000 Penalty: 3732.193359
	Iteration 23Q: 3 clusters Score -1.217519e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90929 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -12175581.000000 Penalty: 3732.193359
	Iteration 24Q: 3 clusters Score -1.217558e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91636 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -12175998.000000 Penalty: 3732.193359
	Iteration 25Q: 3 clusters Score -1.2176e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92285 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -12176278.000000 Penalty: 3732.193359
	Iteration 26Q: 3 clusters Score -1.217628e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92912 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -12176569.000000 Penalty: 3732.193359
	Iteration 27Q: 3 clusters Score -1.217657e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93475 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -12176707.000000 Penalty: 3732.193359
	Iteration 28Q: 3 clusters Score -1.217671e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93939 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -12176844.000000 Penalty: 3732.193359
	Iteration 29Q: 3 clusters Score -1.217684e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94319 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -12176873.000000 Penalty: 3732.193359
	Iteration 30Q: 3 clusters Score -1.217687e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94619 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -12176923.000000 Penalty: 3732.193359
	Iteration 31Q: 3 clusters Score -1.217692e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94889 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -12176959.000000 Penalty: 3732.193359
	Iteration 32Q: 3 clusters Score -1.217696e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95097 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -12176965.000000 Penalty: 3732.193359
	Iteration 33Q: 3 clusters Score -1.217696e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95264 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -12176935.000000 Penalty: 3732.193359
	Iteration 34Q: 3 clusters Score -1.217694e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95408 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -12176902.000000 Penalty: 3732.193359
	Iteration 35Q: 3 clusters Score -1.21769e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95525 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -12176900.000000 Penalty: 3732.193359
	Iteration 36Q: 3 clusters Score -1.21769e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95629 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -12176914.000000 Penalty: 3732.193359
	Iteration 37Q: 3 clusters Score -1.217691e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95712 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -12176871.000000 Penalty: 3732.193359
	Iteration 38Q: 3 clusters Score -1.217687e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95784 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -12176872.000000 Penalty: 3732.193359
	Iteration 39Q: 3 clusters Score -1.217687e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95841 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -12176877.000000 Penalty: 3732.193359
	Iteration 40F: 3 clusters Score -1.217688e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95895 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -12176863.000000 Penalty: 3732.193359
	Iteration 41Q: 3 clusters Score -1.217686e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95947 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -12176875.000000 Penalty: 3732.193359
	Iteration 42Q: 3 clusters Score -1.217688e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95998 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -12176878.000000 Penalty: 3732.193359
	Iteration 43Q: 3 clusters Score -1.217688e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96042 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -12176890.000000 Penalty: 3732.193359
	Iteration 44Q: 3 clusters Score -1.217689e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96071 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -12176877.000000 Penalty: 3732.193359
	Iteration 45Q: 3 clusters Score -1.217688e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96097 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -12176879.000000 Penalty: 3732.193359
	Iteration 46Q: 3 clusters Score -1.217688e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96120 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -12176867.000000 Penalty: 3732.193359
	Iteration 47Q: 3 clusters Score -1.217687e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96132 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -12176865.000000 Penalty: 3732.193359
	Iteration 48Q: 3 clusters Score -1.217686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96141 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -12176876.000000 Penalty: 3732.193359
	Iteration 49Q: 3 clusters Score -1.217688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96145 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -12176878.000000 Penalty: 3732.193359
	Iteration 50Q: 3 clusters Score -1.217688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96153 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -12176877.000000 Penalty: 3732.193359
	Iteration 51Q: 3 clusters Score -1.217688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96158 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -12176871.000000 Penalty: 3732.193359
	Iteration 52Q: 3 clusters Score -1.217687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96160 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -12176879.000000 Penalty: 3732.193359
	Iteration 53Q: 3 clusters Score -1.217688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96163 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -12176881.000000 Penalty: 3732.193359
	Iteration 54Q: 3 clusters Score -1.217688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96168 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -12176878.000000 Penalty: 3732.193359
	Iteration 55Q: 3 clusters Score -1.217688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96171 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -12176875.000000 Penalty: 3732.193359
	Iteration 56Q: 3 clusters Score -1.217688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96176 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -12176885.000000 Penalty: 3732.193359
	Iteration 57Q: 3 clusters Score -1.217688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96181 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -12176894.000000 Penalty: 3732.193359
	Iteration 58Q: 3 clusters Score -1.217689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96186 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -12176895.000000 Penalty: 3732.193359
	Iteration 59Q: 3 clusters Score -1.21769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96186 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -12176889.000000 Penalty: 3732.193359
	Iteration 60F: 3 clusters Score -1.217689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96187 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -12176894.000000 Penalty: 3732.193359
	Iteration 61Q: 3 clusters Score -1.217689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96188 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -12176894.000000 Penalty: 3732.193359
	Iteration 62Q: 3 clusters Score -1.217689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96189 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -12176894.000000 Penalty: 3732.193359
	Iteration 63Q: 3 clusters Score -1.217689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96191 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -12176891.000000 Penalty: 3732.193359
	Iteration 64Q: 3 clusters Score -1.217689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96193 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -12176886.000000 Penalty: 3732.193359
	Iteration 65Q: 3 clusters Score -1.217689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96195 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -12176882.000000 Penalty: 3732.193359
	Iteration 66Q: 3 clusters Score -1.217688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96196 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -12176883.000000 Penalty: 3732.193359
	Iteration 67Q: 3 clusters Score -1.217688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96196 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -12176883.000000 Penalty: 3732.193359
	Iteration 68F: 3 clusters Score -1.217688e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (70835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70835 members 
Entering Unmasked Estep 
Score: -8974941.000000 Penalty: 1814.817749
	Iteration 0F: 2 clusters Score -8974941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -8927889.000000 Penalty: 3629.635498
	Iteration 0F: 3 clusters Score -8927889 nChanged 33467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -8946859.000000 Penalty: 3629.635498
	Iteration 1F: 3 clusters Score -8946859 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -8947438.000000 Penalty: 3629.635498
	Iteration 2Q: 3 clusters Score -8947438 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -8948066.000000 Penalty: 3629.635498
	Iteration 3Q: 3 clusters Score -8948066 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -8949048.000000 Penalty: 3629.635498
	Iteration 4Q: 3 clusters Score -8949048 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -8950440.000000 Penalty: 3629.635498
	Iteration 5Q: 3 clusters Score -8950440 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -8952246.000000 Penalty: 3629.635498
	Iteration 6Q: 3 clusters Score -8952246 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -8954539.000000 Penalty: 3629.635498
	Iteration 7F: 3 clusters Score -8954539 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -8957538.000000 Penalty: 3629.635498
	Iteration 8F: 3 clusters Score -8957538 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -8960675.000000 Penalty: 3629.635498
	Iteration 9F: 3 clusters Score -8960675 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48685 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -8962985.000000 Penalty: 3629.635498
	Iteration 10F: 3 clusters Score -8962985 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -8964369.000000 Penalty: 3629.635498
	Iteration 11Q: 3 clusters Score -8964369 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51143 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -8965072.000000 Penalty: 3629.635498
	Iteration 12Q: 3 clusters Score -8965072 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52253 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -8965528.000000 Penalty: 3629.635498
	Iteration 13Q: 3 clusters Score -8965528 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53321 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -8965908.000000 Penalty: 3629.635498
	Iteration 14Q: 3 clusters Score -8965908 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54359 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -8966212.000000 Penalty: 3629.635498
	Iteration 15Q: 3 clusters Score -8966212 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55371 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -8966514.000000 Penalty: 3629.635498
	Iteration 16Q: 3 clusters Score -8966514 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56365 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -8966858.000000 Penalty: 3629.635498
	Iteration 17Q: 3 clusters Score -8966858 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57340 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -8967261.000000 Penalty: 3629.635498
	Iteration 18Q: 3 clusters Score -8967261 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58337 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -8967626.000000 Penalty: 3629.635498
	Iteration 19Q: 3 clusters Score -8967626 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59378 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -8967994.000000 Penalty: 3629.635498
	Iteration 20F: 3 clusters Score -8967994 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60443 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -8968468.000000 Penalty: 3629.635498
	Iteration 21Q: 3 clusters Score -8968468 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61460 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -8968896.000000 Penalty: 3629.635498
	Iteration 22Q: 3 clusters Score -8968896 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62465 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -8969331.000000 Penalty: 3629.635498
	Iteration 23Q: 3 clusters Score -8969331 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63453 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -8969796.000000 Penalty: 3629.635498
	Iteration 24Q: 3 clusters Score -8969796 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64383 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -8970190.000000 Penalty: 3629.635498
	Iteration 25Q: 3 clusters Score -8970190 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65264 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -8970644.000000 Penalty: 3629.635498
	Iteration 26Q: 3 clusters Score -8970644 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66113 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -8971040.000000 Penalty: 3629.635498
	Iteration 27Q: 3 clusters Score -8971040 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66838 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -8971431.000000 Penalty: 3629.635498
	Iteration 28Q: 3 clusters Score -8971431 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67508 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -8971798.000000 Penalty: 3629.635498
	Iteration 29Q: 3 clusters Score -8971798 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68078 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -8972104.000000 Penalty: 3629.635498
	Iteration 30Q: 3 clusters Score -8972104 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68566 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -8972363.000000 Penalty: 3629.635498
	Iteration 31Q: 3 clusters Score -8972363 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68951 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -8972587.000000 Penalty: 3629.635498
	Iteration 32Q: 3 clusters Score -8972587 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69250 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -8972786.000000 Penalty: 3629.635498
	Iteration 33Q: 3 clusters Score -8972786 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69467 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -8972892.000000 Penalty: 3629.635498
	Iteration 34Q: 3 clusters Score -8972892 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69628 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -8973010.000000 Penalty: 3629.635498
	Iteration 35Q: 3 clusters Score -8973010 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69756 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8973087.000000 Penalty: 3629.635498
	Iteration 36Q: 3 clusters Score -8973087 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69856 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8973137.000000 Penalty: 3629.635498
	Iteration 37Q: 3 clusters Score -8973137 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69943 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -8973190.000000 Penalty: 3629.635498
	Iteration 38Q: 3 clusters Score -8973190 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70011 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8973237.000000 Penalty: 3629.635498
	Iteration 39Q: 3 clusters Score -8973237 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70063 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8973272.000000 Penalty: 3629.635498
	Iteration 40F: 3 clusters Score -8973272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70110 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8973291.000000 Penalty: 3629.635498
	Iteration 41Q: 3 clusters Score -8973291 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70144 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8973302.000000 Penalty: 3629.635498
	Iteration 42Q: 3 clusters Score -8973302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70165 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8973332.000000 Penalty: 3629.635498
	Iteration 43Q: 3 clusters Score -8973332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70178 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8973332.000000 Penalty: 3629.635498
	Iteration 44Q: 3 clusters Score -8973332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70188 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8973340.000000 Penalty: 3629.635498
	Iteration 45Q: 3 clusters Score -8973340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70195 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8973350.000000 Penalty: 3629.635498
	Iteration 46Q: 3 clusters Score -8973350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70209 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8973359.000000 Penalty: 3629.635498
	Iteration 47Q: 3 clusters Score -8973359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70216 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8973370.000000 Penalty: 3629.635498
	Iteration 48Q: 3 clusters Score -8973370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70225 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8973380.000000 Penalty: 3629.635498
	Iteration 49Q: 3 clusters Score -8973380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70235 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8973394.000000 Penalty: 3629.635498
	Iteration 50Q: 3 clusters Score -8973394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70244 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8973396.000000 Penalty: 3629.635498
	Iteration 51Q: 3 clusters Score -8973396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70256 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8973404.000000 Penalty: 3629.635498
	Iteration 52Q: 3 clusters Score -8973404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70266 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8973403.000000 Penalty: 3629.635498
	Iteration 53Q: 3 clusters Score -8973403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70275 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8973397.000000 Penalty: 3629.635498
	Iteration 54Q: 3 clusters Score -8973397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70279 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8973407.000000 Penalty: 3629.635498
	Iteration 55Q: 3 clusters Score -8973407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70281 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8973412.000000 Penalty: 3629.635498
	Iteration 56Q: 3 clusters Score -8973412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70285 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8973413.000000 Penalty: 3629.635498
	Iteration 57Q: 3 clusters Score -8973413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70285 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8973413.000000 Penalty: 3629.635498
	Iteration 58F: 3 clusters Score -8973413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -45578.738281 Penalty: 1001.196167
	Iteration 0F: 2 clusters Score -45578.74 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 232 members 
Entering Unmasked Estep 
Score: -44581.140625 Penalty: 2002.392334
	Iteration 0F: 3 clusters Score -44581.14 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44843.695312 Penalty: 2002.392334
	Iteration 1F: 3 clusters Score -44843.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44908.687500 Penalty: 2002.392334
	Iteration 2F: 3 clusters Score -44908.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44959.183594 Penalty: 2002.392334
	Iteration 3Q: 3 clusters Score -44959.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44997.945312 Penalty: 2002.392334
	Iteration 4Q: 3 clusters Score -44997.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45025.757812 Penalty: 2002.392334
	Iteration 5Q: 3 clusters Score -45025.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -45033.773438 Penalty: 2002.392334
	Iteration 6Q: 3 clusters Score -45033.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -45035.421875 Penalty: 2002.392334
	Iteration 7Q: 3 clusters Score -45035.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45035.757812 Penalty: 2002.392334
	Iteration 8Q: 3 clusters Score -45035.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -45036.167969 Penalty: 2002.392334
	Iteration 9Q: 3 clusters Score -45036.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -45036.167969 Penalty: 2002.392334
	Iteration 10F: 3 clusters Score -45036.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -18189.689453 Penalty: 927.944336
	Iteration 0F: 2 clusters Score -18189.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17581.126953 Penalty: 1855.888672
	Iteration 0F: 3 clusters Score -17581.13 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -18112.398438 Penalty: 1855.888672
	Iteration 1F: 3 clusters Score -18112.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -18246.972656 Penalty: 1855.888672
	Iteration 2Q: 3 clusters Score -18246.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -18274.343750 Penalty: 1855.888672
	Iteration 3Q: 3 clusters Score -18274.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18327.753906 Penalty: 1855.888672
	Iteration 4Q: 3 clusters Score -18327.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18362.316406 Penalty: 1855.888672
	Iteration 5Q: 3 clusters Score -18362.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18383.164062 Penalty: 1855.888672
	Iteration 6Q: 3 clusters Score -18383.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18392.880859 Penalty: 1855.888672
	Iteration 7Q: 3 clusters Score -18392.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18397.591797 Penalty: 1855.888672
	Iteration 8Q: 3 clusters Score -18397.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18409.337891 Penalty: 1855.888672
	Iteration 9Q: 3 clusters Score -18409.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18424.359375 Penalty: 1855.888672
	Iteration 10Q: 3 clusters Score -18424.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18425.988281 Penalty: 1855.888672
	Iteration 11Q: 3 clusters Score -18425.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18425.988281 Penalty: 1855.888672
	Iteration 12F: 3 clusters Score -18425.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21585 members 
Mstep: Class 4 contains 22764 members 
Mstep: Class 5 contains 10006 members 
Mstep: Class 6 contains 6771 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4862 members 
Mstep: Class 9 contains 4604 members 
Mstep: Class 10 contains 1405 members 
Mstep: Class 11 contains 13754 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37322 members 
Mstep: Class 14 contains 54862 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 8698 members 
Mstep: Class 17 contains 108757 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 9729 members 
Mstep: Class 20 contains 53490 members 
Mstep: Class 21 contains 6689 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70344 members 
Mstep: Class 24 contains 97117 members 
Mstep: Class 25 contains 70835 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 129 members 
Mstep: Class 28 contains 102773 members 
Mstep: Class 29 contains 4800 members 
Mstep: Class 30 contains 75858 members 
Mstep: Class 31 contains 92609 members 
Mstep: Class 32 contains 3115 members 
Mstep: Class 33 contains 1478 members 
Mstep: Class 34 contains 1086 members 
Mstep: Class 35 contains 9527 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2227 members 
Mstep: Class 39 contains 475 members 
Mstep: Class 40 contains 173 members 
Entering Unmasked Estep 
Score: -111773352.000000 Penalty: 89247.812500
Splitting cluster 27 changes total score from -111774272.000000 to -111773352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (102773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102773 members 
Entering Unmasked Estep 
Score: -12892353.000000 Penalty: 1875.295044
	Iteration 0F: 2 clusters Score -1.289235e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51521 members 
Mstep: Class 2 contains 51252 members 
Entering Unmasked Estep 
Score: -12824493.000000 Penalty: 3750.590088
	Iteration 0F: 3 clusters Score -1.282449e+07 nChanged 49264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53815 members 
Mstep: Class 2 contains 48958 members 
Entering Unmasked Estep 
Score: -12853191.000000 Penalty: 3750.590088
	Iteration 1F: 3 clusters Score -1.285319e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55073 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -12854057.000000 Penalty: 3750.590088
	Iteration 2Q: 3 clusters Score -1.285406e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56864 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -12855587.000000 Penalty: 3750.590088
	Iteration 3Q: 3 clusters Score -1.285559e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59154 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -12858287.000000 Penalty: 3750.590088
	Iteration 4F: 3 clusters Score -1.285829e+07 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61614 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -12862675.000000 Penalty: 3750.590088
	Iteration 5F: 3 clusters Score -1.286268e+07 nChanged 9091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62847 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -12867990.000000 Penalty: 3750.590088
	Iteration 6F: 3 clusters Score -1.286799e+07 nChanged 8954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61635 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -12872520.000000 Penalty: 3750.590088
	Iteration 7F: 3 clusters Score -1.287252e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58752 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -12874453.000000 Penalty: 3750.590088
	Iteration 8F: 3 clusters Score -1.287445e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55613 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -12875988.000000 Penalty: 3750.590088
	Iteration 9Q: 3 clusters Score -1.287599e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52438 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -12877719.000000 Penalty: 3750.590088
	Iteration 10Q: 3 clusters Score -1.287772e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 52926 members 
Entering Unmasked Estep 
Score: -12879080.000000 Penalty: 3750.590088
	Iteration 11Q: 3 clusters Score -1.287908e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 55404 members 
Entering Unmasked Estep 
Score: -12880370.000000 Penalty: 3750.590088
	Iteration 12Q: 3 clusters Score -1.288037e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 57144 members 
Entering Unmasked Estep 
Score: -12880942.000000 Penalty: 3750.590088
	Iteration 13Q: 3 clusters Score -1.288094e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 58317 members 
Entering Unmasked Estep 
Score: -12881175.000000 Penalty: 3750.590088
	Iteration 14Q: 3 clusters Score -1.288118e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 59380 members 
Entering Unmasked Estep 
Score: -12881254.000000 Penalty: 3750.590088
	Iteration 15Q: 3 clusters Score -1.288125e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 60452 members 
Entering Unmasked Estep 
Score: -12881279.000000 Penalty: 3750.590088
	Iteration 16Q: 3 clusters Score -1.288128e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 61626 members 
Entering Unmasked Estep 
Score: -12881183.000000 Penalty: 3750.590088
	Iteration 17Q: 3 clusters Score -1.288118e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 62970 members 
Entering Unmasked Estep 
Score: -12881153.000000 Penalty: 3750.590088
	Iteration 18Q: 3 clusters Score -1.288115e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 64587 members 
Entering Unmasked Estep 
Score: -12881113.000000 Penalty: 3750.590088
	Iteration 19Q: 3 clusters Score -1.288111e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 66405 members 
Entering Unmasked Estep 
Score: -12881120.000000 Penalty: 3750.590088
	Iteration 20F: 3 clusters Score -1.288112e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 68473 members 
Entering Unmasked Estep 
Score: -12881018.000000 Penalty: 3750.590088
	Iteration 21Q: 3 clusters Score -1.288102e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 70864 members 
Entering Unmasked Estep 
Score: -12880977.000000 Penalty: 3750.590088
	Iteration 22Q: 3 clusters Score -1.288098e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 73620 members 
Entering Unmasked Estep 
Score: -12880832.000000 Penalty: 3750.590088
	Iteration 23Q: 3 clusters Score -1.288083e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 76743 members 
Entering Unmasked Estep 
Score: -12880993.000000 Penalty: 3750.590088
	Iteration 24Q: 3 clusters Score -1.288099e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 80313 members 
Entering Unmasked Estep 
Score: -12881163.000000 Penalty: 3750.590088
	Iteration 25Q: 3 clusters Score -1.288116e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 84097 members 
Entering Unmasked Estep 
Score: -12881771.000000 Penalty: 3750.590088
	Iteration 26Q: 3 clusters Score -1.288177e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 88414 members 
Entering Unmasked Estep 
Score: -12882525.000000 Penalty: 3750.590088
	Iteration 27Q: 3 clusters Score -1.288252e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 92573 members 
Entering Unmasked Estep 
Score: -12886186.000000 Penalty: 3750.590088
	Iteration 28Q: 3 clusters Score -1.288619e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 95494 members 
Entering Unmasked Estep 
Score: -12888643.000000 Penalty: 3750.590088
	Iteration 29Q: 3 clusters Score -1.288864e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 97345 members 
Entering Unmasked Estep 
Score: -12889738.000000 Penalty: 3750.590088
	Iteration 30Q: 3 clusters Score -1.288974e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 98624 members 
Entering Unmasked Estep 
Score: -12890273.000000 Penalty: 3750.590088
	Iteration 31Q: 3 clusters Score -1.289027e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 99540 members 
Entering Unmasked Estep 
Score: -12890636.000000 Penalty: 3750.590088
	Iteration 32Q: 3 clusters Score -1.289064e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 100203 members 
Entering Unmasked Estep 
Score: -12890832.000000 Penalty: 3750.590088
	Iteration 33Q: 3 clusters Score -1.289083e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 100645 members 
Entering Unmasked Estep 
Score: -12890914.000000 Penalty: 3750.590088
	Iteration 34Q: 3 clusters Score -1.289091e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 100961 members 
Entering Unmasked Estep 
Score: -12891043.000000 Penalty: 3750.590088
	Iteration 35Q: 3 clusters Score -1.289104e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 101194 members 
Entering Unmasked Estep 
Score: -12891147.000000 Penalty: 3750.590088
	Iteration 36Q: 3 clusters Score -1.289115e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 101363 members 
Entering Unmasked Estep 
Score: -12891140.000000 Penalty: 3750.590088
	Iteration 37Q: 3 clusters Score -1.289114e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 101502 members 
Entering Unmasked Estep 
Score: -12891177.000000 Penalty: 3750.590088
	Iteration 38Q: 3 clusters Score -1.289118e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 101597 members 
Entering Unmasked Estep 
Score: -12891188.000000 Penalty: 3750.590088
	Iteration 39Q: 3 clusters Score -1.289119e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 101674 members 
Entering Unmasked Estep 
Score: -12891194.000000 Penalty: 3750.590088
	Iteration 40F: 3 clusters Score -1.289119e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 101727 members 
Entering Unmasked Estep 
Score: -12891209.000000 Penalty: 3750.590088
	Iteration 41Q: 3 clusters Score -1.289121e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 101763 members 
Entering Unmasked Estep 
Score: -12891204.000000 Penalty: 3750.590088
	Iteration 42Q: 3 clusters Score -1.28912e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 101795 members 
Entering Unmasked Estep 
Score: -12891221.000000 Penalty: 3750.590088
	Iteration 43Q: 3 clusters Score -1.289122e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 101818 members 
Entering Unmasked Estep 
Score: -12891248.000000 Penalty: 3750.590088
	Iteration 44Q: 3 clusters Score -1.289125e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 101839 members 
Entering Unmasked Estep 
Score: -12891250.000000 Penalty: 3750.590088
	Iteration 45Q: 3 clusters Score -1.289125e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 101853 members 
Entering Unmasked Estep 
Score: -12891256.000000 Penalty: 3750.590088
	Iteration 46Q: 3 clusters Score -1.289126e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 101866 members 
Entering Unmasked Estep 
Score: -12891252.000000 Penalty: 3750.590088
	Iteration 47Q: 3 clusters Score -1.289125e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 101881 members 
Entering Unmasked Estep 
Score: -12891256.000000 Penalty: 3750.590088
	Iteration 48Q: 3 clusters Score -1.289126e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 101891 members 
Entering Unmasked Estep 
Score: -12891264.000000 Penalty: 3750.590088
	Iteration 49Q: 3 clusters Score -1.289126e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 101898 members 
Entering Unmasked Estep 
Score: -12891272.000000 Penalty: 3750.590088
	Iteration 50Q: 3 clusters Score -1.289127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 101907 members 
Entering Unmasked Estep 
Score: -12891255.000000 Penalty: 3750.590088
	Iteration 51Q: 3 clusters Score -1.289126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 101914 members 
Entering Unmasked Estep 
Score: -12891254.000000 Penalty: 3750.590088
	Iteration 52Q: 3 clusters Score -1.289125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 101916 members 
Entering Unmasked Estep 
Score: -12891250.000000 Penalty: 3750.590088
	Iteration 53Q: 3 clusters Score -1.289125e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 101917 members 
Entering Unmasked Estep 
Score: -12891257.000000 Penalty: 3750.590088
	Iteration 54Q: 3 clusters Score -1.289126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 101917 members 
Entering Unmasked Estep 
Score: -12891257.000000 Penalty: 3750.590088
	Iteration 55Q: 3 clusters Score -1.289126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 101922 members 
Entering Unmasked Estep 
Score: -12891252.000000 Penalty: 3750.590088
	Iteration 56Q: 3 clusters Score -1.289125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 101924 members 
Entering Unmasked Estep 
Score: -12891260.000000 Penalty: 3750.590088
	Iteration 57Q: 3 clusters Score -1.289126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 101928 members 
Entering Unmasked Estep 
Score: -12891256.000000 Penalty: 3750.590088
	Iteration 58Q: 3 clusters Score -1.289126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 101930 members 
Entering Unmasked Estep 
Score: -12891265.000000 Penalty: 3750.590088
	Iteration 59Q: 3 clusters Score -1.289126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 101933 members 
Entering Unmasked Estep 
Score: -12891266.000000 Penalty: 3750.590088
	Iteration 60F: 3 clusters Score -1.289127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 101934 members 
Entering Unmasked Estep 
Score: -12891262.000000 Penalty: 3750.590088
	Iteration 61Q: 3 clusters Score -1.289126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 101936 members 
Entering Unmasked Estep 
Score: -12891260.000000 Penalty: 3750.590088
	Iteration 62Q: 3 clusters Score -1.289126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 101937 members 
Entering Unmasked Estep 
Score: -12891259.000000 Penalty: 3750.590088
	Iteration 63Q: 3 clusters Score -1.289126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 101939 members 
Entering Unmasked Estep 
Score: -12891263.000000 Penalty: 3750.590088
	Iteration 64Q: 3 clusters Score -1.289126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 101942 members 
Entering Unmasked Estep 
Score: -12891259.000000 Penalty: 3750.590088
	Iteration 65Q: 3 clusters Score -1.289126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 101947 members 
Entering Unmasked Estep 
Score: -12891258.000000 Penalty: 3750.590088
	Iteration 66Q: 3 clusters Score -1.289126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 101948 members 
Entering Unmasked Estep 
Score: -12891256.000000 Penalty: 3750.590088
	Iteration 67Q: 3 clusters Score -1.289126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 101948 members 
Entering Unmasked Estep 
Score: -12891260.000000 Penalty: 3750.590088
	Iteration 68Q: 3 clusters Score -1.289126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 101950 members 
Entering Unmasked Estep 
Score: -12891263.000000 Penalty: 3750.590088
	Iteration 69Q: 3 clusters Score -1.289126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 101954 members 
Entering Unmasked Estep 
Score: -12891258.000000 Penalty: 3750.590088
	Iteration 70Q: 3 clusters Score -1.289126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 101958 members 
Entering Unmasked Estep 
Score: -12891262.000000 Penalty: 3750.590088
	Iteration 71Q: 3 clusters Score -1.289126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 101960 members 
Entering Unmasked Estep 
Score: -12891257.000000 Penalty: 3750.590088
	Iteration 72Q: 3 clusters Score -1.289126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 101964 members 
Entering Unmasked Estep 
Score: -12891256.000000 Penalty: 3750.590088
	Iteration 73Q: 3 clusters Score -1.289126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 101968 members 
Entering Unmasked Estep 
Score: -12891260.000000 Penalty: 3750.590088
	Iteration 74Q: 3 clusters Score -1.289126e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 101972 members 
Entering Unmasked Estep 
Score: -12891249.000000 Penalty: 3750.590088
	Iteration 75Q: 3 clusters Score -1.289125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 101972 members 
Entering Unmasked Estep 
Score: -12891255.000000 Penalty: 3750.590088
	Iteration 76Q: 3 clusters Score -1.289126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 101972 members 
Entering Unmasked Estep 
Score: -12891255.000000 Penalty: 3750.590088
	Iteration 77F: 3 clusters Score -1.289126e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Entering Unmasked Estep 
Score: -595774.562500 Penalty: 1377.410278
	Iteration 0F: 2 clusters Score -595774.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -591978.687500 Penalty: 2754.820557
	Iteration 0F: 3 clusters Score -591978.7 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -593042.437500 Penalty: 2754.820557
	Iteration 1F: 3 clusters Score -593042.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -593229.187500 Penalty: 2754.820557
	Iteration 2F: 3 clusters Score -593229.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -593413.812500 Penalty: 2754.820557
	Iteration 3F: 3 clusters Score -593413.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -593542.437500 Penalty: 2754.820557
	Iteration 4F: 3 clusters Score -593542.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -593666.875000 Penalty: 2754.820557
	Iteration 5Q: 3 clusters Score -593666.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -593791.562500 Penalty: 2754.820557
	Iteration 6Q: 3 clusters Score -593791.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -593901.875000 Penalty: 2754.820557
	Iteration 7Q: 3 clusters Score -593901.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -594005.250000 Penalty: 2754.820557
	Iteration 8Q: 3 clusters Score -594005.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -594112.187500 Penalty: 2754.820557
	Iteration 9Q: 3 clusters Score -594112.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -594211.250000 Penalty: 2754.820557
	Iteration 10Q: 3 clusters Score -594211.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -594311.250000 Penalty: 2754.820557
	Iteration 11Q: 3 clusters Score -594311.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -594394.812500 Penalty: 2754.820557
	Iteration 12Q: 3 clusters Score -594394.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -594458.875000 Penalty: 2754.820557
	Iteration 13Q: 3 clusters Score -594458.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -594518.062500 Penalty: 2754.820557
	Iteration 14Q: 3 clusters Score -594518.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -594552.812500 Penalty: 2754.820557
	Iteration 15Q: 3 clusters Score -594552.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -594579.750000 Penalty: 2754.820557
	Iteration 16Q: 3 clusters Score -594579.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -594598.812500 Penalty: 2754.820557
	Iteration 17Q: 3 clusters Score -594598.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -594613.000000 Penalty: 2754.820557
	Iteration 18Q: 3 clusters Score -594613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -594621.125000 Penalty: 2754.820557
	Iteration 19Q: 3 clusters Score -594621.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -594624.500000 Penalty: 2754.820557
	Iteration 20F: 3 clusters Score -594624.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -594627.750000 Penalty: 2754.820557
	Iteration 21Q: 3 clusters Score -594627.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -594629.687500 Penalty: 2754.820557
	Iteration 22Q: 3 clusters Score -594629.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -594632.000000 Penalty: 2754.820557
	Iteration 23Q: 3 clusters Score -594632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -594639.562500 Penalty: 2754.820557
	Iteration 24Q: 3 clusters Score -594639.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -594648.562500 Penalty: 2754.820557
	Iteration 25Q: 3 clusters Score -594648.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -594659.125000 Penalty: 2754.820557
	Iteration 26Q: 3 clusters Score -594659.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -594663.187500 Penalty: 2754.820557
	Iteration 27Q: 3 clusters Score -594663.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -594664.062500 Penalty: 2754.820557
	Iteration 28Q: 3 clusters Score -594664.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -594664.062500 Penalty: 2754.820557
	Iteration 29F: 3 clusters Score -594664.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (75858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75858 members 
Entering Unmasked Estep 
Score: -9240647.000000 Penalty: 1825.950439
	Iteration 0F: 2 clusters Score -9240647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -9190041.000000 Penalty: 3651.900879
	Iteration 0F: 3 clusters Score -9190041 nChanged 35905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -9210912.000000 Penalty: 3651.900879
	Iteration 1F: 3 clusters Score -9210912 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -9211740.000000 Penalty: 3651.900879
	Iteration 2Q: 3 clusters Score -9211740 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 42387 members 
Entering Unmasked Estep 
Score: -9212749.000000 Penalty: 3651.900879
	Iteration 3Q: 3 clusters Score -9212749 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -9214248.000000 Penalty: 3651.900879
	Iteration 4Q: 3 clusters Score -9214248 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 48290 members 
Entering Unmasked Estep 
Score: -9216367.000000 Penalty: 3651.900879
	Iteration 5F: 3 clusters Score -9216367 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 52612 members 
Entering Unmasked Estep 
Score: -9219358.000000 Penalty: 3651.900879
	Iteration 6F: 3 clusters Score -9219358 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 57786 members 
Entering Unmasked Estep 
Score: -9223452.000000 Penalty: 3651.900879
	Iteration 7F: 3 clusters Score -9223452 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 63001 members 
Entering Unmasked Estep 
Score: -9228025.000000 Penalty: 3651.900879
	Iteration 8F: 3 clusters Score -9228025 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 67348 members 
Entering Unmasked Estep 
Score: -9232045.000000 Penalty: 3651.900879
	Iteration 9F: 3 clusters Score -9232045 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 70372 members 
Entering Unmasked Estep 
Score: -9234819.000000 Penalty: 3651.900879
	Iteration 10Q: 3 clusters Score -9234819 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 72351 members 
Entering Unmasked Estep 
Score: -9236636.000000 Penalty: 3651.900879
	Iteration 11Q: 3 clusters Score -9236636 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 73498 members 
Entering Unmasked Estep 
Score: -9237656.000000 Penalty: 3651.900879
	Iteration 12Q: 3 clusters Score -9237656 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 74212 members 
Entering Unmasked Estep 
Score: -9238282.000000 Penalty: 3651.900879
	Iteration 13Q: 3 clusters Score -9238282 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 74609 members 
Entering Unmasked Estep 
Score: -9238615.000000 Penalty: 3651.900879
	Iteration 14Q: 3 clusters Score -9238615 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 74844 members 
Entering Unmasked Estep 
Score: -9238803.000000 Penalty: 3651.900879
	Iteration 15Q: 3 clusters Score -9238803 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 74992 members 
Entering Unmasked Estep 
Score: -9238933.000000 Penalty: 3651.900879
	Iteration 16Q: 3 clusters Score -9238933 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 75091 members 
Entering Unmasked Estep 
Score: -9239026.000000 Penalty: 3651.900879
	Iteration 17Q: 3 clusters Score -9239026 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 75146 members 
Entering Unmasked Estep 
Score: -9239075.000000 Penalty: 3651.900879
	Iteration 18Q: 3 clusters Score -9239075 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 75182 members 
Entering Unmasked Estep 
Score: -9239095.000000 Penalty: 3651.900879
	Iteration 19Q: 3 clusters Score -9239095 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 75208 members 
Entering Unmasked Estep 
Score: -9239118.000000 Penalty: 3651.900879
	Iteration 20F: 3 clusters Score -9239118 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 75232 members 
Entering Unmasked Estep 
Score: -9239163.000000 Penalty: 3651.900879
	Iteration 21Q: 3 clusters Score -9239163 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 75252 members 
Entering Unmasked Estep 
Score: -9239206.000000 Penalty: 3651.900879
	Iteration 22Q: 3 clusters Score -9239206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 75267 members 
Entering Unmasked Estep 
Score: -9239249.000000 Penalty: 3651.900879
	Iteration 23Q: 3 clusters Score -9239249 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 75271 members 
Entering Unmasked Estep 
Score: -9239311.000000 Penalty: 3651.900879
	Iteration 24Q: 3 clusters Score -9239311 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 75266 members 
Entering Unmasked Estep 
Score: -9239345.000000 Penalty: 3651.900879
	Iteration 25Q: 3 clusters Score -9239345 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 75260 members 
Entering Unmasked Estep 
Score: -9239371.000000 Penalty: 3651.900879
	Iteration 26Q: 3 clusters Score -9239371 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 75249 members 
Entering Unmasked Estep 
Score: -9239374.000000 Penalty: 3651.900879
	Iteration 27Q: 3 clusters Score -9239374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 75241 members 
Entering Unmasked Estep 
Score: -9239377.000000 Penalty: 3651.900879
	Iteration 28Q: 3 clusters Score -9239377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 75231 members 
Entering Unmasked Estep 
Score: -9239397.000000 Penalty: 3651.900879
	Iteration 29Q: 3 clusters Score -9239397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 75227 members 
Entering Unmasked Estep 
Score: -9239403.000000 Penalty: 3651.900879
	Iteration 30Q: 3 clusters Score -9239403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 75226 members 
Entering Unmasked Estep 
Score: -9239403.000000 Penalty: 3651.900879
	Iteration 31Q: 3 clusters Score -9239403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 75227 members 
Entering Unmasked Estep 
Score: -9239402.000000 Penalty: 3651.900879
	Iteration 32Q: 3 clusters Score -9239402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 75224 members 
Entering Unmasked Estep 
Score: -9239405.000000 Penalty: 3651.900879
	Iteration 33Q: 3 clusters Score -9239405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 75223 members 
Entering Unmasked Estep 
Score: -9239405.000000 Penalty: 3651.900879
	Iteration 34Q: 3 clusters Score -9239405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 75224 members 
Entering Unmasked Estep 
Score: -9239407.000000 Penalty: 3651.900879
	Iteration 35Q: 3 clusters Score -9239407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 75225 members 
Entering Unmasked Estep 
Score: -9239402.000000 Penalty: 3651.900879
	Iteration 36Q: 3 clusters Score -9239402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 75225 members 
Entering Unmasked Estep 
Score: -9239405.000000 Penalty: 3651.900879
	Iteration 37Q: 3 clusters Score -9239405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 75223 members 
Entering Unmasked Estep 
Score: -9239409.000000 Penalty: 3651.900879
	Iteration 38Q: 3 clusters Score -9239409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 75216 members 
Entering Unmasked Estep 
Score: -9239406.000000 Penalty: 3651.900879
	Iteration 39Q: 3 clusters Score -9239406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 75214 members 
Entering Unmasked Estep 
Score: -9239413.000000 Penalty: 3651.900879
	Iteration 40F: 3 clusters Score -9239413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 75214 members 
Entering Unmasked Estep 
Score: -9239404.000000 Penalty: 3651.900879
	Iteration 41Q: 3 clusters Score -9239404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 75212 members 
Entering Unmasked Estep 
Score: -9239415.000000 Penalty: 3651.900879
	Iteration 42Q: 3 clusters Score -9239415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 75210 members 
Entering Unmasked Estep 
Score: -9239415.000000 Penalty: 3651.900879
	Iteration 43Q: 3 clusters Score -9239415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 75206 members 
Entering Unmasked Estep 
Score: -9239419.000000 Penalty: 3651.900879
	Iteration 44Q: 3 clusters Score -9239419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 75205 members 
Entering Unmasked Estep 
Score: -9239417.000000 Penalty: 3651.900879
	Iteration 45Q: 3 clusters Score -9239417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 75204 members 
Entering Unmasked Estep 
Score: -9239414.000000 Penalty: 3651.900879
	Iteration 46Q: 3 clusters Score -9239414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 75202 members 
Entering Unmasked Estep 
Score: -9239417.000000 Penalty: 3651.900879
	Iteration 47Q: 3 clusters Score -9239417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 75203 members 
Entering Unmasked Estep 
Score: -9239414.000000 Penalty: 3651.900879
	Iteration 48Q: 3 clusters Score -9239414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 75203 members 
Entering Unmasked Estep 
Score: -9239414.000000 Penalty: 3651.900879
	Iteration 49F: 3 clusters Score -9239414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (92609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92609 members 
Entering Unmasked Estep 
Score: -11696539.000000 Penalty: 1858.373047
	Iteration 0F: 2 clusters Score -1.169654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -11636191.000000 Penalty: 3716.746094
	Iteration 0F: 3 clusters Score -1.163619e+07 nChanged 44068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -11661463.000000 Penalty: 3716.746094
	Iteration 1F: 3 clusters Score -1.166146e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46826 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -11662004.000000 Penalty: 3716.746094
	Iteration 2Q: 3 clusters Score -1.1662e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -11662719.000000 Penalty: 3716.746094
	Iteration 3Q: 3 clusters Score -1.166272e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 45867 members 
Entering Unmasked Estep 
Score: -11663466.000000 Penalty: 3716.746094
	Iteration 4Q: 3 clusters Score -1.166347e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -11664613.000000 Penalty: 3716.746094
	Iteration 5Q: 3 clusters Score -1.166461e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46307 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -11666383.000000 Penalty: 3716.746094
	Iteration 6Q: 3 clusters Score -1.166638e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -11669424.000000 Penalty: 3716.746094
	Iteration 7F: 3 clusters Score -1.166942e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 47186 members 
Entering Unmasked Estep 
Score: -11673436.000000 Penalty: 3716.746094
	Iteration 8F: 3 clusters Score -1.167344e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 48264 members 
Entering Unmasked Estep 
Score: -11678226.000000 Penalty: 3716.746094
	Iteration 9F: 3 clusters Score -1.167823e+07 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 49770 members 
Entering Unmasked Estep 
Score: -11682226.000000 Penalty: 3716.746094
	Iteration 10F: 3 clusters Score -1.168223e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -11684611.000000 Penalty: 3716.746094
	Iteration 11F: 3 clusters Score -1.168461e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 52759 members 
Entering Unmasked Estep 
Score: -11685860.000000 Penalty: 3716.746094
	Iteration 12Q: 3 clusters Score -1.168586e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 54181 members 
Entering Unmasked Estep 
Score: -11686719.000000 Penalty: 3716.746094
	Iteration 13Q: 3 clusters Score -1.168672e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 55722 members 
Entering Unmasked Estep 
Score: -11687546.000000 Penalty: 3716.746094
	Iteration 14Q: 3 clusters Score -1.168755e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 57260 members 
Entering Unmasked Estep 
Score: -11688339.000000 Penalty: 3716.746094
	Iteration 15Q: 3 clusters Score -1.168834e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 58853 members 
Entering Unmasked Estep 
Score: -11689203.000000 Penalty: 3716.746094
	Iteration 16Q: 3 clusters Score -1.16892e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 60398 members 
Entering Unmasked Estep 
Score: -11690128.000000 Penalty: 3716.746094
	Iteration 17Q: 3 clusters Score -1.169013e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 61853 members 
Entering Unmasked Estep 
Score: -11690761.000000 Penalty: 3716.746094
	Iteration 18Q: 3 clusters Score -1.169076e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 63198 members 
Entering Unmasked Estep 
Score: -11691334.000000 Penalty: 3716.746094
	Iteration 19Q: 3 clusters Score -1.169133e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 64396 members 
Entering Unmasked Estep 
Score: -11691774.000000 Penalty: 3716.746094
	Iteration 20F: 3 clusters Score -1.169177e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 65515 members 
Entering Unmasked Estep 
Score: -11692154.000000 Penalty: 3716.746094
	Iteration 21Q: 3 clusters Score -1.169215e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 66605 members 
Entering Unmasked Estep 
Score: -11692463.000000 Penalty: 3716.746094
	Iteration 22Q: 3 clusters Score -1.169246e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 67655 members 
Entering Unmasked Estep 
Score: -11692696.000000 Penalty: 3716.746094
	Iteration 23Q: 3 clusters Score -1.16927e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 68688 members 
Entering Unmasked Estep 
Score: -11692860.000000 Penalty: 3716.746094
	Iteration 24Q: 3 clusters Score -1.169286e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 69708 members 
Entering Unmasked Estep 
Score: -11693087.000000 Penalty: 3716.746094
	Iteration 25Q: 3 clusters Score -1.169309e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 70810 members 
Entering Unmasked Estep 
Score: -11693270.000000 Penalty: 3716.746094
	Iteration 26Q: 3 clusters Score -1.169327e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 71907 members 
Entering Unmasked Estep 
Score: -11693506.000000 Penalty: 3716.746094
	Iteration 27Q: 3 clusters Score -1.169351e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 72995 members 
Entering Unmasked Estep 
Score: -11693700.000000 Penalty: 3716.746094
	Iteration 28Q: 3 clusters Score -1.16937e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 74053 members 
Entering Unmasked Estep 
Score: -11693833.000000 Penalty: 3716.746094
	Iteration 29Q: 3 clusters Score -1.169383e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 75100 members 
Entering Unmasked Estep 
Score: -11694061.000000 Penalty: 3716.746094
	Iteration 30Q: 3 clusters Score -1.169406e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 76183 members 
Entering Unmasked Estep 
Score: -11694151.000000 Penalty: 3716.746094
	Iteration 31Q: 3 clusters Score -1.169415e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 77226 members 
Entering Unmasked Estep 
Score: -11694256.000000 Penalty: 3716.746094
	Iteration 32Q: 3 clusters Score -1.169426e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 78284 members 
Entering Unmasked Estep 
Score: -11694419.000000 Penalty: 3716.746094
	Iteration 33Q: 3 clusters Score -1.169442e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 79310 members 
Entering Unmasked Estep 
Score: -11694614.000000 Penalty: 3716.746094
	Iteration 34Q: 3 clusters Score -1.169461e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 80301 members 
Entering Unmasked Estep 
Score: -11694717.000000 Penalty: 3716.746094
	Iteration 35Q: 3 clusters Score -1.169472e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 81249 members 
Entering Unmasked Estep 
Score: -11694878.000000 Penalty: 3716.746094
	Iteration 36Q: 3 clusters Score -1.169488e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 82220 members 
Entering Unmasked Estep 
Score: -11695059.000000 Penalty: 3716.746094
	Iteration 37Q: 3 clusters Score -1.169506e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 83138 members 
Entering Unmasked Estep 
Score: -11695190.000000 Penalty: 3716.746094
	Iteration 38Q: 3 clusters Score -1.169519e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 84022 members 
Entering Unmasked Estep 
Score: -11695308.000000 Penalty: 3716.746094
	Iteration 39Q: 3 clusters Score -1.169531e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 84870 members 
Entering Unmasked Estep 
Score: -11695382.000000 Penalty: 3716.746094
	Iteration 40F: 3 clusters Score -1.169538e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 85657 members 
Entering Unmasked Estep 
Score: -11695518.000000 Penalty: 3716.746094
	Iteration 41Q: 3 clusters Score -1.169552e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 86399 members 
Entering Unmasked Estep 
Score: -11695645.000000 Penalty: 3716.746094
	Iteration 42Q: 3 clusters Score -1.169564e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 87056 members 
Entering Unmasked Estep 
Score: -11695807.000000 Penalty: 3716.746094
	Iteration 43Q: 3 clusters Score -1.169581e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 87621 members 
Entering Unmasked Estep 
Score: -11695873.000000 Penalty: 3716.746094
	Iteration 44Q: 3 clusters Score -1.169587e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 88113 members 
Entering Unmasked Estep 
Score: -11695934.000000 Penalty: 3716.746094
	Iteration 45Q: 3 clusters Score -1.169593e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 88528 members 
Entering Unmasked Estep 
Score: -11695985.000000 Penalty: 3716.746094
	Iteration 46Q: 3 clusters Score -1.169598e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 88883 members 
Entering Unmasked Estep 
Score: -11696027.000000 Penalty: 3716.746094
	Iteration 47Q: 3 clusters Score -1.169603e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 89188 members 
Entering Unmasked Estep 
Score: -11696023.000000 Penalty: 3716.746094
	Iteration 48Q: 3 clusters Score -1.169602e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 89469 members 
Entering Unmasked Estep 
Score: -11695987.000000 Penalty: 3716.746094
	Iteration 49Q: 3 clusters Score -1.169599e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 89705 members 
Entering Unmasked Estep 
Score: -11695940.000000 Penalty: 3716.746094
	Iteration 50Q: 3 clusters Score -1.169594e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 89940 members 
Entering Unmasked Estep 
Score: -11695898.000000 Penalty: 3716.746094
	Iteration 51Q: 3 clusters Score -1.16959e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 90156 members 
Entering Unmasked Estep 
Score: -11695879.000000 Penalty: 3716.746094
	Iteration 52Q: 3 clusters Score -1.169588e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 90353 members 
Entering Unmasked Estep 
Score: -11695834.000000 Penalty: 3716.746094
	Iteration 53Q: 3 clusters Score -1.169583e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 90544 members 
Entering Unmasked Estep 
Score: -11695815.000000 Penalty: 3716.746094
	Iteration 54Q: 3 clusters Score -1.169582e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 90720 members 
Entering Unmasked Estep 
Score: -11695779.000000 Penalty: 3716.746094
	Iteration 55Q: 3 clusters Score -1.169578e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 90885 members 
Entering Unmasked Estep 
Score: -11695743.000000 Penalty: 3716.746094
	Iteration 56Q: 3 clusters Score -1.169574e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 91018 members 
Entering Unmasked Estep 
Score: -11695713.000000 Penalty: 3716.746094
	Iteration 57Q: 3 clusters Score -1.169571e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 91129 members 
Entering Unmasked Estep 
Score: -11695684.000000 Penalty: 3716.746094
	Iteration 58Q: 3 clusters Score -1.169568e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 91229 members 
Entering Unmasked Estep 
Score: -11695709.000000 Penalty: 3716.746094
	Iteration 59Q: 3 clusters Score -1.169571e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 91322 members 
Entering Unmasked Estep 
Score: -11695693.000000 Penalty: 3716.746094
	Iteration 60F: 3 clusters Score -1.169569e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 91393 members 
Entering Unmasked Estep 
Score: -11695696.000000 Penalty: 3716.746094
	Iteration 61Q: 3 clusters Score -1.16957e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 91445 members 
Entering Unmasked Estep 
Score: -11695673.000000 Penalty: 3716.746094
	Iteration 62Q: 3 clusters Score -1.169567e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 91477 members 
Entering Unmasked Estep 
Score: -11695673.000000 Penalty: 3716.746094
	Iteration 63Q: 3 clusters Score -1.169567e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 91503 members 
Entering Unmasked Estep 
Score: -11695659.000000 Penalty: 3716.746094
	Iteration 64Q: 3 clusters Score -1.169566e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 91539 members 
Entering Unmasked Estep 
Score: -11695644.000000 Penalty: 3716.746094
	Iteration 65Q: 3 clusters Score -1.169564e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 91579 members 
Entering Unmasked Estep 
Score: -11695600.000000 Penalty: 3716.746094
	Iteration 66Q: 3 clusters Score -1.16956e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 91612 members 
Entering Unmasked Estep 
Score: -11695603.000000 Penalty: 3716.746094
	Iteration 67Q: 3 clusters Score -1.16956e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 91647 members 
Entering Unmasked Estep 
Score: -11695583.000000 Penalty: 3716.746094
	Iteration 68Q: 3 clusters Score -1.169558e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 91675 members 
Entering Unmasked Estep 
Score: -11695559.000000 Penalty: 3716.746094
	Iteration 69Q: 3 clusters Score -1.169556e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 91702 members 
Entering Unmasked Estep 
Score: -11695562.000000 Penalty: 3716.746094
	Iteration 70Q: 3 clusters Score -1.169556e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 91722 members 
Entering Unmasked Estep 
Score: -11695564.000000 Penalty: 3716.746094
	Iteration 71Q: 3 clusters Score -1.169556e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 91743 members 
Entering Unmasked Estep 
Score: -11695545.000000 Penalty: 3716.746094
	Iteration 72Q: 3 clusters Score -1.169554e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 91760 members 
Entering Unmasked Estep 
Score: -11695556.000000 Penalty: 3716.746094
	Iteration 73Q: 3 clusters Score -1.169556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 91769 members 
Entering Unmasked Estep 
Score: -11695554.000000 Penalty: 3716.746094
	Iteration 74Q: 3 clusters Score -1.169555e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 91779 members 
Entering Unmasked Estep 
Score: -11695551.000000 Penalty: 3716.746094
	Iteration 75Q: 3 clusters Score -1.169555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 91785 members 
Entering Unmasked Estep 
Score: -11695548.000000 Penalty: 3716.746094
	Iteration 76Q: 3 clusters Score -1.169555e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 91790 members 
Entering Unmasked Estep 
Score: -11695555.000000 Penalty: 3716.746094
	Iteration 77Q: 3 clusters Score -1.169556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 91798 members 
Entering Unmasked Estep 
Score: -11695547.000000 Penalty: 3716.746094
	Iteration 78Q: 3 clusters Score -1.169555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 91804 members 
Entering Unmasked Estep 
Score: -11695545.000000 Penalty: 3716.746094
	Iteration 79Q: 3 clusters Score -1.169554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 91810 members 
Entering Unmasked Estep 
Score: -11695552.000000 Penalty: 3716.746094
	Iteration 80F: 3 clusters Score -1.169555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 91812 members 
Entering Unmasked Estep 
Score: -11695551.000000 Penalty: 3716.746094
	Iteration 81Q: 3 clusters Score -1.169555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 91817 members 
Entering Unmasked Estep 
Score: -11695553.000000 Penalty: 3716.746094
	Iteration 82Q: 3 clusters Score -1.169555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 91820 members 
Entering Unmasked Estep 
Score: -11695552.000000 Penalty: 3716.746094
	Iteration 83Q: 3 clusters Score -1.169555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 91826 members 
Entering Unmasked Estep 
Score: -11695542.000000 Penalty: 3716.746094
	Iteration 84Q: 3 clusters Score -1.169554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 91831 members 
Entering Unmasked Estep 
Score: -11695543.000000 Penalty: 3716.746094
	Iteration 85Q: 3 clusters Score -1.169554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 91836 members 
Entering Unmasked Estep 
Score: -11695547.000000 Penalty: 3716.746094
	Iteration 86Q: 3 clusters Score -1.169555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 91840 members 
Entering Unmasked Estep 
Score: -11695542.000000 Penalty: 3716.746094
	Iteration 87Q: 3 clusters Score -1.169554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 91844 members 
Entering Unmasked Estep 
Score: -11695548.000000 Penalty: 3716.746094
	Iteration 88Q: 3 clusters Score -1.169555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 91847 members 
Entering Unmasked Estep 
Score: -11695541.000000 Penalty: 3716.746094
	Iteration 89Q: 3 clusters Score -1.169554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 91850 members 
Entering Unmasked Estep 
Score: -11695546.000000 Penalty: 3716.746094
	Iteration 90Q: 3 clusters Score -1.169555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 91851 members 
Entering Unmasked Estep 
Score: -11695550.000000 Penalty: 3716.746094
	Iteration 91Q: 3 clusters Score -1.169555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 91852 members 
Entering Unmasked Estep 
Score: -11695549.000000 Penalty: 3716.746094
	Iteration 92Q: 3 clusters Score -1.169555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 91852 members 
Entering Unmasked Estep 
Score: -11695549.000000 Penalty: 3716.746094
	Iteration 93F: 3 clusters Score -1.169555e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Entering Unmasked Estep 
Score: -389950.843750 Penalty: 1307.147461
	Iteration 0F: 2 clusters Score -389950.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -387158.812500 Penalty: 2614.294922
	Iteration 0F: 3 clusters Score -387158.8 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -387808.375000 Penalty: 2614.294922
	Iteration 1F: 3 clusters Score -387808.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -387924.937500 Penalty: 2614.294922
	Iteration 2F: 3 clusters Score -387924.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -388006.625000 Penalty: 2614.294922
	Iteration 3F: 3 clusters Score -388006.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -388053.187500 Penalty: 2614.294922
	Iteration 4Q: 3 clusters Score -388053.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -388093.750000 Penalty: 2614.294922
	Iteration 5Q: 3 clusters Score -388093.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -388125.781250 Penalty: 2614.294922
	Iteration 6Q: 3 clusters Score -388125.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -388147.125000 Penalty: 2614.294922
	Iteration 7Q: 3 clusters Score -388147.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -388176.531250 Penalty: 2614.294922
	Iteration 8Q: 3 clusters Score -388176.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -388199.000000 Penalty: 2614.294922
	Iteration 9Q: 3 clusters Score -388199 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -388218.312500 Penalty: 2614.294922
	Iteration 10Q: 3 clusters Score -388218.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -388233.343750 Penalty: 2614.294922
	Iteration 11Q: 3 clusters Score -388233.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -388247.250000 Penalty: 2614.294922
	Iteration 12Q: 3 clusters Score -388247.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -388257.406250 Penalty: 2614.294922
	Iteration 13Q: 3 clusters Score -388257.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -388266.593750 Penalty: 2614.294922
	Iteration 14Q: 3 clusters Score -388266.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -388276.281250 Penalty: 2614.294922
	Iteration 15Q: 3 clusters Score -388276.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -388288.343750 Penalty: 2614.294922
	Iteration 16Q: 3 clusters Score -388288.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -388296.187500 Penalty: 2614.294922
	Iteration 17Q: 3 clusters Score -388296.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -388301.937500 Penalty: 2614.294922
	Iteration 18Q: 3 clusters Score -388301.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -388308.968750 Penalty: 2614.294922
	Iteration 19Q: 3 clusters Score -388309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -388313.468750 Penalty: 2614.294922
	Iteration 20F: 3 clusters Score -388313.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -388319.312500 Penalty: 2614.294922
	Iteration 21Q: 3 clusters Score -388319.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -388324.812500 Penalty: 2614.294922
	Iteration 22Q: 3 clusters Score -388324.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -388330.281250 Penalty: 2614.294922
	Iteration 23Q: 3 clusters Score -388330.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -388335.875000 Penalty: 2614.294922
	Iteration 24Q: 3 clusters Score -388335.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -388341.406250 Penalty: 2614.294922
	Iteration 25Q: 3 clusters Score -388341.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -388350.468750 Penalty: 2614.294922
	Iteration 26Q: 3 clusters Score -388350.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -388360.093750 Penalty: 2614.294922
	Iteration 27Q: 3 clusters Score -388360.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -388368.781250 Penalty: 2614.294922
	Iteration 28Q: 3 clusters Score -388368.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -388377.750000 Penalty: 2614.294922
	Iteration 29Q: 3 clusters Score -388377.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -388386.375000 Penalty: 2614.294922
	Iteration 30Q: 3 clusters Score -388386.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -388394.281250 Penalty: 2614.294922
	Iteration 31Q: 3 clusters Score -388394.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -388402.437500 Penalty: 2614.294922
	Iteration 32Q: 3 clusters Score -388402.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -388415.781250 Penalty: 2614.294922
	Iteration 33Q: 3 clusters Score -388415.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -388427.562500 Penalty: 2614.294922
	Iteration 34Q: 3 clusters Score -388427.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -388440.218750 Penalty: 2614.294922
	Iteration 35Q: 3 clusters Score -388440.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -388453.500000 Penalty: 2614.294922
	Iteration 36Q: 3 clusters Score -388453.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -388469.281250 Penalty: 2614.294922
	Iteration 37Q: 3 clusters Score -388469.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -388491.218750 Penalty: 2614.294922
	Iteration 38Q: 3 clusters Score -388491.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -388516.906250 Penalty: 2614.294922
	Iteration 39Q: 3 clusters Score -388516.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -388533.062500 Penalty: 2614.294922
	Iteration 40F: 3 clusters Score -388533.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -388552.062500 Penalty: 2614.294922
	Iteration 41Q: 3 clusters Score -388552.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -388571.312500 Penalty: 2614.294922
	Iteration 42Q: 3 clusters Score -388571.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -388602.625000 Penalty: 2614.294922
	Iteration 43Q: 3 clusters Score -388602.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -388629.906250 Penalty: 2614.294922
	Iteration 44Q: 3 clusters Score -388629.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -388652.375000 Penalty: 2614.294922
	Iteration 45Q: 3 clusters Score -388652.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -388672.125000 Penalty: 2614.294922
	Iteration 46Q: 3 clusters Score -388672.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -388690.031250 Penalty: 2614.294922
	Iteration 47Q: 3 clusters Score -388690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -388702.000000 Penalty: 2614.294922
	Iteration 48Q: 3 clusters Score -388702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -388714.906250 Penalty: 2614.294922
	Iteration 49Q: 3 clusters Score -388714.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -388728.875000 Penalty: 2614.294922
	Iteration 50Q: 3 clusters Score -388728.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -388743.687500 Penalty: 2614.294922
	Iteration 51Q: 3 clusters Score -388743.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -388753.875000 Penalty: 2614.294922
	Iteration 52Q: 3 clusters Score -388753.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -388764.062500 Penalty: 2614.294922
	Iteration 53Q: 3 clusters Score -388764.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -388784.281250 Penalty: 2614.294922
	Iteration 54Q: 3 clusters Score -388784.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -388798.968750 Penalty: 2614.294922
	Iteration 55Q: 3 clusters Score -388799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -388805.187500 Penalty: 2614.294922
	Iteration 56Q: 3 clusters Score -388805.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -388808.093750 Penalty: 2614.294922
	Iteration 57Q: 3 clusters Score -388808.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -388808.562500 Penalty: 2614.294922
	Iteration 58Q: 3 clusters Score -388808.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -388809.062500 Penalty: 2614.294922
	Iteration 59Q: 3 clusters Score -388809.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -388809.062500 Penalty: 2614.294922
	Iteration 60F: 3 clusters Score -388809.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Entering Unmasked Estep 
Score: -176898.500000 Penalty: 1185.997314
	Iteration 0F: 2 clusters Score -176898.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -175146.437500 Penalty: 2371.994629
	Iteration 0F: 3 clusters Score -175146.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -175572.281250 Penalty: 2371.994629
	Iteration 1F: 3 clusters Score -175572.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -175714.093750 Penalty: 2371.994629
	Iteration 2F: 3 clusters Score -175714.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -175794.062500 Penalty: 2371.994629
	Iteration 3F: 3 clusters Score -175794.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -175844.265625 Penalty: 2371.994629
	Iteration 4Q: 3 clusters Score -175844.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -175883.921875 Penalty: 2371.994629
	Iteration 5Q: 3 clusters Score -175883.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -175915.171875 Penalty: 2371.994629
	Iteration 6Q: 3 clusters Score -175915.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -175949.203125 Penalty: 2371.994629
	Iteration 7Q: 3 clusters Score -175949.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -175980.187500 Penalty: 2371.994629
	Iteration 8Q: 3 clusters Score -175980.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -176020.921875 Penalty: 2371.994629
	Iteration 9Q: 3 clusters Score -176020.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -176044.437500 Penalty: 2371.994629
	Iteration 10Q: 3 clusters Score -176044.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -176063.765625 Penalty: 2371.994629
	Iteration 11Q: 3 clusters Score -176063.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -176079.250000 Penalty: 2371.994629
	Iteration 12Q: 3 clusters Score -176079.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -176092.640625 Penalty: 2371.994629
	Iteration 13Q: 3 clusters Score -176092.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -176101.921875 Penalty: 2371.994629
	Iteration 14Q: 3 clusters Score -176101.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -176104.796875 Penalty: 2371.994629
	Iteration 15Q: 3 clusters Score -176104.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -176108.140625 Penalty: 2371.994629
	Iteration 16Q: 3 clusters Score -176108.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -176109.250000 Penalty: 2371.994629
	Iteration 17Q: 3 clusters Score -176109.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -176110.859375 Penalty: 2371.994629
	Iteration 18Q: 3 clusters Score -176110.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -176113.187500 Penalty: 2371.994629
	Iteration 19Q: 3 clusters Score -176113.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -176116.281250 Penalty: 2371.994629
	Iteration 20F: 3 clusters Score -176116.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -176118.453125 Penalty: 2371.994629
	Iteration 21Q: 3 clusters Score -176118.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -176121.843750 Penalty: 2371.994629
	Iteration 22Q: 3 clusters Score -176121.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -176125.296875 Penalty: 2371.994629
	Iteration 23Q: 3 clusters Score -176125.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -176127.859375 Penalty: 2371.994629
	Iteration 24Q: 3 clusters Score -176127.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -176130.062500 Penalty: 2371.994629
	Iteration 25Q: 3 clusters Score -176130.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -176130.468750 Penalty: 2371.994629
	Iteration 26Q: 3 clusters Score -176130.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -176132.828125 Penalty: 2371.994629
	Iteration 27Q: 3 clusters Score -176132.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -176137.218750 Penalty: 2371.994629
	Iteration 28Q: 3 clusters Score -176137.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -176141.046875 Penalty: 2371.994629
	Iteration 29Q: 3 clusters Score -176141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -176142.250000 Penalty: 2371.994629
	Iteration 30Q: 3 clusters Score -176142.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -176144.312500 Penalty: 2371.994629
	Iteration 31Q: 3 clusters Score -176144.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -176144.406250 Penalty: 2371.994629
	Iteration 32Q: 3 clusters Score -176144.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -176145.500000 Penalty: 2371.994629
	Iteration 33Q: 3 clusters Score -176145.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -176145.500000 Penalty: 2371.994629
	Iteration 34F: 3 clusters Score -176145.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Entering Unmasked Estep 
Score: -112164.851562 Penalty: 1135.916626
	Iteration 0F: 2 clusters Score -112164.9 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 533 members 
Entering Unmasked Estep 
Score: -110678.882812 Penalty: 2271.833252
	Iteration 0F: 3 clusters Score -110678.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -111160.257812 Penalty: 2271.833252
	Iteration 1F: 3 clusters Score -111160.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -111540.007812 Penalty: 2271.833252
	Iteration 2F: 3 clusters Score -111540 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -111807.984375 Penalty: 2271.833252
	Iteration 3F: 3 clusters Score -111808 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -112041.218750 Penalty: 2271.833252
	Iteration 4F: 3 clusters Score -112041.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -112159.046875 Penalty: 2271.833252
	Iteration 5F: 3 clusters Score -112159 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -112189.937500 Penalty: 2271.833252
	Iteration 6Q: 3 clusters Score -112189.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -112229.945312 Penalty: 2271.833252
	Iteration 7Q: 3 clusters Score -112229.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -112249.687500 Penalty: 2271.833252
	Iteration 8Q: 3 clusters Score -112249.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -112266.101562 Penalty: 2271.833252
	Iteration 9Q: 3 clusters Score -112266.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -112278.945312 Penalty: 2271.833252
	Iteration 10Q: 3 clusters Score -112278.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -112290.000000 Penalty: 2271.833252
	Iteration 11Q: 3 clusters Score -112290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -112298.687500 Penalty: 2271.833252
	Iteration 12Q: 3 clusters Score -112298.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -112305.234375 Penalty: 2271.833252
	Iteration 13Q: 3 clusters Score -112305.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -112312.289062 Penalty: 2271.833252
	Iteration 14Q: 3 clusters Score -112312.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -112316.617188 Penalty: 2271.833252
	Iteration 15Q: 3 clusters Score -112316.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -112317.109375 Penalty: 2271.833252
	Iteration 16Q: 3 clusters Score -112317.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -112318.117188 Penalty: 2271.833252
	Iteration 17Q: 3 clusters Score -112318.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -112319.617188 Penalty: 2271.833252
	Iteration 18Q: 3 clusters Score -112319.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -112326.781250 Penalty: 2271.833252
	Iteration 19Q: 3 clusters Score -112326.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -112327.359375 Penalty: 2271.833252
	Iteration 20F: 3 clusters Score -112327.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -112329.671875 Penalty: 2271.833252
	Iteration 21Q: 3 clusters Score -112329.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -112332.875000 Penalty: 2271.833252
	Iteration 22Q: 3 clusters Score -112332.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -112332.875000 Penalty: 2271.833252
	Iteration 23F: 3 clusters Score -112332.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21585 members 
Mstep: Class 4 contains 22764 members 
Mstep: Class 5 contains 10006 members 
Mstep: Class 6 contains 6771 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4862 members 
Mstep: Class 9 contains 4604 members 
Mstep: Class 10 contains 1405 members 
Mstep: Class 11 contains 13754 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37322 members 
Mstep: Class 14 contains 54862 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 8698 members 
Mstep: Class 17 contains 108757 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 9729 members 
Mstep: Class 20 contains 53490 members 
Mstep: Class 21 contains 6689 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70344 members 
Mstep: Class 24 contains 97117 members 
Mstep: Class 25 contains 70835 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102773 members 
Mstep: Class 29 contains 4800 members 
Mstep: Class 30 contains 75858 members 
Mstep: Class 31 contains 92609 members 
Mstep: Class 32 contains 3115 members 
Mstep: Class 33 contains 1478 members 
Mstep: Class 34 contains 814 members 
Mstep: Class 35 contains 9527 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2227 members 
Mstep: Class 39 contains 475 members 
Mstep: Class 40 contains 272 members 
Entering Unmasked Estep 
Score: -111773336.000000 Penalty: 89247.812500
Splitting cluster 34 changes total score from -111774272.000000 to -111773336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (9527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Entering Unmasked Estep 
Score: -1180442.500000 Penalty: 1488.806396
	Iteration 0F: 2 clusters Score -1180442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1173555.625000 Penalty: 2977.612793
	Iteration 0F: 3 clusters Score -1173556 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1175776.125000 Penalty: 2977.612793
	Iteration 1F: 3 clusters Score -1175776 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1176078.750000 Penalty: 2977.612793
	Iteration 2F: 3 clusters Score -1176079 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1176352.000000 Penalty: 2977.612793
	Iteration 3F: 3 clusters Score -1176352 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1176651.875000 Penalty: 2977.612793
	Iteration 4F: 3 clusters Score -1176652 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1176947.625000 Penalty: 2977.612793
	Iteration 5F: 3 clusters Score -1176948 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1177300.250000 Penalty: 2977.612793
	Iteration 6F: 3 clusters Score -1177300 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1177678.625000 Penalty: 2977.612793
	Iteration 7F: 3 clusters Score -1177679 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1178013.000000 Penalty: 2977.612793
	Iteration 8Q: 3 clusters Score -1178013 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1178312.375000 Penalty: 2977.612793
	Iteration 9Q: 3 clusters Score -1178312 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1178580.750000 Penalty: 2977.612793
	Iteration 10Q: 3 clusters Score -1178581 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1178783.250000 Penalty: 2977.612793
	Iteration 11Q: 3 clusters Score -1178783 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1178935.000000 Penalty: 2977.612793
	Iteration 12Q: 3 clusters Score -1178935 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1179039.000000 Penalty: 2977.612793
	Iteration 13Q: 3 clusters Score -1179039 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1179103.875000 Penalty: 2977.612793
	Iteration 14Q: 3 clusters Score -1179104 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1179149.625000 Penalty: 2977.612793
	Iteration 15Q: 3 clusters Score -1179150 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1179182.000000 Penalty: 2977.612793
	Iteration 16Q: 3 clusters Score -1179182 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1179198.375000 Penalty: 2977.612793
	Iteration 17Q: 3 clusters Score -1179198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1179216.125000 Penalty: 2977.612793
	Iteration 18Q: 3 clusters Score -1179216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1179230.375000 Penalty: 2977.612793
	Iteration 19Q: 3 clusters Score -1179230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1179248.375000 Penalty: 2977.612793
	Iteration 20F: 3 clusters Score -1179248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1179260.125000 Penalty: 2977.612793
	Iteration 21Q: 3 clusters Score -1179260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1179269.625000 Penalty: 2977.612793
	Iteration 22Q: 3 clusters Score -1179270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1179281.000000 Penalty: 2977.612793
	Iteration 23Q: 3 clusters Score -1179281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1179286.500000 Penalty: 2977.612793
	Iteration 24Q: 3 clusters Score -1179286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1179294.000000 Penalty: 2977.612793
	Iteration 25Q: 3 clusters Score -1179294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1179297.750000 Penalty: 2977.612793
	Iteration 26Q: 3 clusters Score -1179298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1179302.250000 Penalty: 2977.612793
	Iteration 27Q: 3 clusters Score -1179302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1179309.500000 Penalty: 2977.612793
	Iteration 28Q: 3 clusters Score -1179310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1179309.375000 Penalty: 2977.612793
	Iteration 29Q: 3 clusters Score -1179309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1179309.375000 Penalty: 2977.612793
	Iteration 30F: 3 clusters Score -1179309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Entering Unmasked Estep 
Score: -126912.984375 Penalty: 1147.884399
	Iteration 0F: 2 clusters Score -126913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -125427.398438 Penalty: 2295.768799
	Iteration 0F: 3 clusters Score -125427.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -125751.468750 Penalty: 2295.768799
	Iteration 1F: 3 clusters Score -125751.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -125845.109375 Penalty: 2295.768799
	Iteration 2F: 3 clusters Score -125845.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -125909.320312 Penalty: 2295.768799
	Iteration 3Q: 3 clusters Score -125909.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -125962.820312 Penalty: 2295.768799
	Iteration 4Q: 3 clusters Score -125962.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -126006.953125 Penalty: 2295.768799
	Iteration 5Q: 3 clusters Score -126007 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -126032.703125 Penalty: 2295.768799
	Iteration 6Q: 3 clusters Score -126032.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -126055.500000 Penalty: 2295.768799
	Iteration 7Q: 3 clusters Score -126055.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -126086.343750 Penalty: 2295.768799
	Iteration 8Q: 3 clusters Score -126086.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -126133.343750 Penalty: 2295.768799
	Iteration 9Q: 3 clusters Score -126133.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -126168.328125 Penalty: 2295.768799
	Iteration 10Q: 3 clusters Score -126168.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -126194.757812 Penalty: 2295.768799
	Iteration 11Q: 3 clusters Score -126194.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -126220.015625 Penalty: 2295.768799
	Iteration 12Q: 3 clusters Score -126220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -126261.671875 Penalty: 2295.768799
	Iteration 13Q: 3 clusters Score -126261.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -126303.890625 Penalty: 2295.768799
	Iteration 14Q: 3 clusters Score -126303.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -126361.625000 Penalty: 2295.768799
	Iteration 15Q: 3 clusters Score -126361.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -126416.664062 Penalty: 2295.768799
	Iteration 16Q: 3 clusters Score -126416.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -126446.242188 Penalty: 2295.768799
	Iteration 17Q: 3 clusters Score -126446.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -126472.992188 Penalty: 2295.768799
	Iteration 18Q: 3 clusters Score -126473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -126486.382812 Penalty: 2295.768799
	Iteration 19Q: 3 clusters Score -126486.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -126492.343750 Penalty: 2295.768799
	Iteration 20F: 3 clusters Score -126492.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -126495.937500 Penalty: 2295.768799
	Iteration 21Q: 3 clusters Score -126495.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -126497.421875 Penalty: 2295.768799
	Iteration 22Q: 3 clusters Score -126497.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -126497.703125 Penalty: 2295.768799
	Iteration 23Q: 3 clusters Score -126497.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -126499.164062 Penalty: 2295.768799
	Iteration 24Q: 3 clusters Score -126499.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -126499.734375 Penalty: 2295.768799
	Iteration 25Q: 3 clusters Score -126499.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -126499.734375 Penalty: 2295.768799
	Iteration 26F: 3 clusters Score -126499.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -11215.750977 Penalty: 957.392151
	Iteration 0F: 2 clusters Score -11215.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -10516.870117 Penalty: 1914.784302
	Iteration 0F: 3 clusters Score -10516.87 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11218.114258 Penalty: 1914.784302
	Iteration 1F: 3 clusters Score -11218.11 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -11639.111328 Penalty: 1914.784302
	Iteration 2F: 3 clusters Score -11639.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11747.240234 Penalty: 1914.784302
	Iteration 3Q: 3 clusters Score -11747.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -11820.969727 Penalty: 1914.784302
	Iteration 4Q: 3 clusters Score -11820.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -11861.740234 Penalty: 1914.784302
	Iteration 5Q: 3 clusters Score -11861.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -11881.208984 Penalty: 1914.784302
	Iteration 6Q: 3 clusters Score -11881.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -11896.495117 Penalty: 1914.784302
	Iteration 7Q: 3 clusters Score -11896.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11901.073242 Penalty: 1914.784302
	Iteration 8Q: 3 clusters Score -11901.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -11903.004883 Penalty: 1914.784302
	Iteration 9Q: 3 clusters Score -11903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -11906.734375 Penalty: 1914.784302
	Iteration 10F: 3 clusters Score -11906.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11910.128906 Penalty: 1914.784302
	Iteration 11Q: 3 clusters Score -11910.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11910.128906 Penalty: 1914.784302
	Iteration 12F: 3 clusters Score -11910.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21585 members 
Mstep: Class 4 contains 22764 members 
Mstep: Class 5 contains 10006 members 
Mstep: Class 6 contains 6771 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4862 members 
Mstep: Class 9 contains 4604 members 
Mstep: Class 10 contains 1405 members 
Mstep: Class 11 contains 13754 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37322 members 
Mstep: Class 14 contains 54862 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 8698 members 
Mstep: Class 17 contains 108757 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 9729 members 
Mstep: Class 20 contains 53490 members 
Mstep: Class 21 contains 6689 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70344 members 
Mstep: Class 24 contains 97117 members 
Mstep: Class 25 contains 70835 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102773 members 
Mstep: Class 29 contains 4800 members 
Mstep: Class 30 contains 75858 members 
Mstep: Class 31 contains 92609 members 
Mstep: Class 32 contains 3115 members 
Mstep: Class 33 contains 1478 members 
Mstep: Class 34 contains 1086 members 
Mstep: Class 35 contains 9527 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 178 members 
Mstep: Class 38 contains 2227 members 
Mstep: Class 39 contains 475 members 
Mstep: Class 40 contains 184 members 
Entering Unmasked Estep 
Score: -111773824.000000 Penalty: 89247.812500
Splitting cluster 37 changes total score from -111774272.000000 to -111773824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (2227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Entering Unmasked Estep 
Score: -273577.750000 Penalty: 1252.616699
	Iteration 0F: 2 clusters Score -273577.8 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 1131 members 
Entering Unmasked Estep 
Score: -271350.281250 Penalty: 2505.233398
	Iteration 0F: 3 clusters Score -271350.3 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -271947.093750 Penalty: 2505.233398
	Iteration 1F: 3 clusters Score -271947.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -272148.187500 Penalty: 2505.233398
	Iteration 2F: 3 clusters Score -272148.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -272275.218750 Penalty: 2505.233398
	Iteration 3F: 3 clusters Score -272275.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -272361.281250 Penalty: 2505.233398
	Iteration 4F: 3 clusters Score -272361.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -272437.375000 Penalty: 2505.233398
	Iteration 5Q: 3 clusters Score -272437.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -272500.406250 Penalty: 2505.233398
	Iteration 6Q: 3 clusters Score -272500.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -272545.968750 Penalty: 2505.233398
	Iteration 7Q: 3 clusters Score -272546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -272570.625000 Penalty: 2505.233398
	Iteration 8Q: 3 clusters Score -272570.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -272594.968750 Penalty: 2505.233398
	Iteration 9Q: 3 clusters Score -272595 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -272612.406250 Penalty: 2505.233398
	Iteration 10Q: 3 clusters Score -272612.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -272633.031250 Penalty: 2505.233398
	Iteration 11Q: 3 clusters Score -272633 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -272660.312500 Penalty: 2505.233398
	Iteration 12Q: 3 clusters Score -272660.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -272679.062500 Penalty: 2505.233398
	Iteration 13Q: 3 clusters Score -272679.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -272698.875000 Penalty: 2505.233398
	Iteration 14Q: 3 clusters Score -272698.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -272709.781250 Penalty: 2505.233398
	Iteration 15Q: 3 clusters Score -272709.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -272720.281250 Penalty: 2505.233398
	Iteration 16Q: 3 clusters Score -272720.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -272733.718750 Penalty: 2505.233398
	Iteration 17Q: 3 clusters Score -272733.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -272746.156250 Penalty: 2505.233398
	Iteration 18Q: 3 clusters Score -272746.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -272753.718750 Penalty: 2505.233398
	Iteration 19Q: 3 clusters Score -272753.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -272760.406250 Penalty: 2505.233398
	Iteration 20F: 3 clusters Score -272760.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -272766.562500 Penalty: 2505.233398
	Iteration 21Q: 3 clusters Score -272766.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -272774.531250 Penalty: 2505.233398
	Iteration 22Q: 3 clusters Score -272774.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -272781.562500 Penalty: 2505.233398
	Iteration 23Q: 3 clusters Score -272781.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -272789.187500 Penalty: 2505.233398
	Iteration 24Q: 3 clusters Score -272789.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -272796.375000 Penalty: 2505.233398
	Iteration 25Q: 3 clusters Score -272796.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -272799.437500 Penalty: 2505.233398
	Iteration 26Q: 3 clusters Score -272799.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -272801.406250 Penalty: 2505.233398
	Iteration 27Q: 3 clusters Score -272801.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -272802.625000 Penalty: 2505.233398
	Iteration 28Q: 3 clusters Score -272802.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -272804.531250 Penalty: 2505.233398
	Iteration 29Q: 3 clusters Score -272804.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -272805.406250 Penalty: 2505.233398
	Iteration 30Q: 3 clusters Score -272805.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -272805.718750 Penalty: 2505.233398
	Iteration 31Q: 3 clusters Score -272805.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -272806.437500 Penalty: 2505.233398
	Iteration 32Q: 3 clusters Score -272806.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -272807.375000 Penalty: 2505.233398
	Iteration 33Q: 3 clusters Score -272807.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -272807.375000 Penalty: 2505.233398
	Iteration 34F: 3 clusters Score -272807.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -54556.460938 Penalty: 1001.538635
	Iteration 0F: 2 clusters Score -54556.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -53541.789062 Penalty: 2003.077271
	Iteration 0F: 3 clusters Score -53541.79 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53661.867188 Penalty: 2003.077271
	Iteration 1F: 3 clusters Score -53661.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53718.644531 Penalty: 2003.077271
	Iteration 2Q: 3 clusters Score -53718.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -53761.265625 Penalty: 2003.077271
	Iteration 3Q: 3 clusters Score -53761.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -53807.339844 Penalty: 2003.077271
	Iteration 4Q: 3 clusters Score -53807.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -53837.980469 Penalty: 2003.077271
	Iteration 5Q: 3 clusters Score -53837.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -53865.164062 Penalty: 2003.077271
	Iteration 6Q: 3 clusters Score -53865.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -53881.683594 Penalty: 2003.077271
	Iteration 7Q: 3 clusters Score -53881.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -53912.976562 Penalty: 2003.077271
	Iteration 8Q: 3 clusters Score -53912.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -53929.625000 Penalty: 2003.077271
	Iteration 9Q: 3 clusters Score -53929.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -53946.976562 Penalty: 2003.077271
	Iteration 10Q: 3 clusters Score -53946.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -53987.605469 Penalty: 2003.077271
	Iteration 11Q: 3 clusters Score -53987.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -54028.359375 Penalty: 2003.077271
	Iteration 12Q: 3 clusters Score -54028.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -54056.593750 Penalty: 2003.077271
	Iteration 13Q: 3 clusters Score -54056.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -54092.058594 Penalty: 2003.077271
	Iteration 14Q: 3 clusters Score -54092.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -54104.480469 Penalty: 2003.077271
	Iteration 15Q: 3 clusters Score -54104.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -54116.875000 Penalty: 2003.077271
	Iteration 16Q: 3 clusters Score -54116.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -54133.468750 Penalty: 2003.077271
	Iteration 17Q: 3 clusters Score -54133.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -54145.812500 Penalty: 2003.077271
	Iteration 18Q: 3 clusters Score -54145.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -54157.089844 Penalty: 2003.077271
	Iteration 19Q: 3 clusters Score -54157.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -54166.449219 Penalty: 2003.077271
	Iteration 20F: 3 clusters Score -54166.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -54175.281250 Penalty: 2003.077271
	Iteration 21Q: 3 clusters Score -54175.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -54179.058594 Penalty: 2003.077271
	Iteration 22Q: 3 clusters Score -54179.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -54182.519531 Penalty: 2003.077271
	Iteration 23Q: 3 clusters Score -54182.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -54188.394531 Penalty: 2003.077271
	Iteration 24Q: 3 clusters Score -54188.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -54188.394531 Penalty: 2003.077271
	Iteration 25F: 3 clusters Score -54188.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21585 members 
Mstep: Class 4 contains 22764 members 
Mstep: Class 5 contains 10006 members 
Mstep: Class 6 contains 6771 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4862 members 
Mstep: Class 9 contains 4604 members 
Mstep: Class 10 contains 1405 members 
Mstep: Class 11 contains 13754 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37322 members 
Mstep: Class 14 contains 54862 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 8698 members 
Mstep: Class 17 contains 108757 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 9729 members 
Mstep: Class 20 contains 53490 members 
Mstep: Class 21 contains 6689 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70344 members 
Mstep: Class 24 contains 97117 members 
Mstep: Class 25 contains 70835 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102773 members 
Mstep: Class 29 contains 4800 members 
Mstep: Class 30 contains 75858 members 
Mstep: Class 31 contains 92609 members 
Mstep: Class 32 contains 3115 members 
Mstep: Class 33 contains 1478 members 
Mstep: Class 34 contains 1086 members 
Mstep: Class 35 contains 9527 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2227 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774368.000000 Penalty: 87016.617188
Iteration 319Q: 40 clusters Score -1.117744e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21581 members 
Mstep: Class 4 contains 22816 members 
Mstep: Class 5 contains 10009 members 
Mstep: Class 6 contains 6776 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4868 members 
Mstep: Class 9 contains 4605 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 13753 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37303 members 
Mstep: Class 14 contains 54897 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 8698 members 
Mstep: Class 17 contains 108757 members 
Mstep: Class 18 contains 3526 members 
Mstep: Class 19 contains 9729 members 
Mstep: Class 20 contains 53490 members 
Mstep: Class 21 contains 6690 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70321 members 
Mstep: Class 24 contains 97117 members 
Mstep: Class 25 contains 70795 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102756 members 
Mstep: Class 29 contains 4799 members 
Mstep: Class 30 contains 75844 members 
Mstep: Class 31 contains 92625 members 
Mstep: Class 32 contains 3115 members 
Mstep: Class 33 contains 1478 members 
Mstep: Class 34 contains 1086 members 
Mstep: Class 35 contains 9527 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2227 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774376.000000 Penalty: 87016.617188
Iteration 320F: 40 clusters Score -1.117744e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21576 members 
Mstep: Class 4 contains 22868 members 
Mstep: Class 5 contains 10012 members 
Mstep: Class 6 contains 6779 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4874 members 
Mstep: Class 9 contains 4605 members 
Mstep: Class 10 contains 1407 members 
Mstep: Class 11 contains 13754 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37286 members 
Mstep: Class 14 contains 54920 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 8701 members 
Mstep: Class 17 contains 108771 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 9730 members 
Mstep: Class 20 contains 53511 members 
Mstep: Class 21 contains 6690 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70290 members 
Mstep: Class 24 contains 97130 members 
Mstep: Class 25 contains 70774 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102728 members 
Mstep: Class 29 contains 4798 members 
Mstep: Class 30 contains 75830 members 
Mstep: Class 31 contains 92602 members 
Mstep: Class 32 contains 3115 members 
Mstep: Class 33 contains 1478 members 
Mstep: Class 34 contains 1086 members 
Mstep: Class 35 contains 9524 members 
Mstep: Class 36 contains 1167 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774480.000000 Penalty: 87016.617188
Iteration 321Q: 40 clusters Score -1.117745e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21572 members 
Mstep: Class 4 contains 22917 members 
Mstep: Class 5 contains 10017 members 
Mstep: Class 6 contains 6779 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4879 members 
Mstep: Class 9 contains 4605 members 
Mstep: Class 10 contains 1407 members 
Mstep: Class 11 contains 13755 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37269 members 
Mstep: Class 14 contains 54945 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 8703 members 
Mstep: Class 17 contains 108761 members 
Mstep: Class 18 contains 3526 members 
Mstep: Class 19 contains 9730 members 
Mstep: Class 20 contains 53514 members 
Mstep: Class 21 contains 6690 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70263 members 
Mstep: Class 24 contains 97149 members 
Mstep: Class 25 contains 70747 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102731 members 
Mstep: Class 29 contains 4797 members 
Mstep: Class 30 contains 75822 members 
Mstep: Class 31 contains 92586 members 
Mstep: Class 32 contains 3114 members 
Mstep: Class 33 contains 1478 members 
Mstep: Class 34 contains 1086 members 
Mstep: Class 35 contains 9525 members 
Mstep: Class 36 contains 1167 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2225 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774440.000000 Penalty: 87016.617188
Iteration 322Q: 40 clusters Score -1.117744e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21569 members 
Mstep: Class 4 contains 22978 members 
Mstep: Class 5 contains 10025 members 
Mstep: Class 6 contains 6779 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4880 members 
Mstep: Class 9 contains 4604 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 13756 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37245 members 
Mstep: Class 14 contains 54967 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 8702 members 
Mstep: Class 17 contains 108719 members 
Mstep: Class 18 contains 3523 members 
Mstep: Class 19 contains 9730 members 
Mstep: Class 20 contains 53537 members 
Mstep: Class 21 contains 6690 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70252 members 
Mstep: Class 24 contains 97136 members 
Mstep: Class 25 contains 70731 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102745 members 
Mstep: Class 29 contains 4797 members 
Mstep: Class 30 contains 75823 members 
Mstep: Class 31 contains 92571 members 
Mstep: Class 32 contains 3114 members 
Mstep: Class 33 contains 1479 members 
Mstep: Class 34 contains 1087 members 
Mstep: Class 35 contains 9524 members 
Mstep: Class 36 contains 1167 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2224 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774696.000000 Penalty: 87016.617188
Iteration 323Q: 40 clusters Score -1.117747e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21567 members 
Mstep: Class 4 contains 23030 members 
Mstep: Class 5 contains 10027 members 
Mstep: Class 6 contains 6779 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4884 members 
Mstep: Class 9 contains 4603 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 13758 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37220 members 
Mstep: Class 14 contains 54979 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 8701 members 
Mstep: Class 17 contains 108702 members 
Mstep: Class 18 contains 3523 members 
Mstep: Class 19 contains 9730 members 
Mstep: Class 20 contains 53550 members 
Mstep: Class 21 contains 6690 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70232 members 
Mstep: Class 24 contains 97131 members 
Mstep: Class 25 contains 70720 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102732 members 
Mstep: Class 29 contains 4794 members 
Mstep: Class 30 contains 75828 members 
Mstep: Class 31 contains 92575 members 
Mstep: Class 32 contains 3113 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1087 members 
Mstep: Class 35 contains 9525 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2225 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774552.000000 Penalty: 87016.617188
Iteration 324Q: 40 clusters Score -1.117746e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21568 members 
Mstep: Class 4 contains 23079 members 
Mstep: Class 5 contains 10033 members 
Mstep: Class 6 contains 6776 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4888 members 
Mstep: Class 9 contains 4604 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 13758 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37200 members 
Mstep: Class 14 contains 54993 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 8702 members 
Mstep: Class 17 contains 108666 members 
Mstep: Class 18 contains 3523 members 
Mstep: Class 19 contains 9730 members 
Mstep: Class 20 contains 53593 members 
Mstep: Class 21 contains 6689 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70201 members 
Mstep: Class 24 contains 97126 members 
Mstep: Class 25 contains 70708 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102757 members 
Mstep: Class 29 contains 4792 members 
Mstep: Class 30 contains 75820 members 
Mstep: Class 31 contains 92551 members 
Mstep: Class 32 contains 3114 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1087 members 
Mstep: Class 35 contains 9524 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2225 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774616.000000 Penalty: 87016.617188
Iteration 325Q: 40 clusters Score -1.117746e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21565 members 
Mstep: Class 4 contains 23124 members 
Mstep: Class 5 contains 10038 members 
Mstep: Class 6 contains 6778 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4890 members 
Mstep: Class 9 contains 4602 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 13757 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37172 members 
Mstep: Class 14 contains 55026 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 8702 members 
Mstep: Class 17 contains 108632 members 
Mstep: Class 18 contains 3522 members 
Mstep: Class 19 contains 9730 members 
Mstep: Class 20 contains 53639 members 
Mstep: Class 21 contains 6690 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70172 members 
Mstep: Class 24 contains 97135 members 
Mstep: Class 25 contains 70679 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102741 members 
Mstep: Class 29 contains 4791 members 
Mstep: Class 30 contains 75830 members 
Mstep: Class 31 contains 92540 members 
Mstep: Class 32 contains 3115 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1087 members 
Mstep: Class 35 contains 9525 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2225 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774728.000000 Penalty: 87016.617188
Iteration 326Q: 40 clusters Score -1.117747e+08 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21559 members 
Mstep: Class 4 contains 23165 members 
Mstep: Class 5 contains 10042 members 
Mstep: Class 6 contains 6778 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4891 members 
Mstep: Class 9 contains 4602 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 13757 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37153 members 
Mstep: Class 14 contains 55060 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 8702 members 
Mstep: Class 17 contains 108626 members 
Mstep: Class 18 contains 3520 members 
Mstep: Class 19 contains 9730 members 
Mstep: Class 20 contains 53661 members 
Mstep: Class 21 contains 6690 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70137 members 
Mstep: Class 24 contains 97134 members 
Mstep: Class 25 contains 70664 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102732 members 
Mstep: Class 29 contains 4788 members 
Mstep: Class 30 contains 75824 members 
Mstep: Class 31 contains 92537 members 
Mstep: Class 32 contains 3116 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1087 members 
Mstep: Class 35 contains 9527 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2225 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774600.000000 Penalty: 87016.617188
Iteration 327Q: 40 clusters Score -1.117746e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21553 members 
Mstep: Class 4 contains 23203 members 
Mstep: Class 5 contains 10044 members 
Mstep: Class 6 contains 6775 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4894 members 
Mstep: Class 9 contains 4602 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 13761 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37131 members 
Mstep: Class 14 contains 55075 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 8702 members 
Mstep: Class 17 contains 108612 members 
Mstep: Class 18 contains 3520 members 
Mstep: Class 19 contains 9730 members 
Mstep: Class 20 contains 53704 members 
Mstep: Class 21 contains 6690 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70099 members 
Mstep: Class 24 contains 97130 members 
Mstep: Class 25 contains 70641 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102757 members 
Mstep: Class 29 contains 4787 members 
Mstep: Class 30 contains 75818 members 
Mstep: Class 31 contains 92523 members 
Mstep: Class 32 contains 3117 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1087 members 
Mstep: Class 35 contains 9527 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2225 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774472.000000 Penalty: 87016.617188
Iteration 328Q: 40 clusters Score -1.117745e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21552 members 
Mstep: Class 4 contains 23262 members 
Mstep: Class 5 contains 10045 members 
Mstep: Class 6 contains 6771 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 4602 members 
Mstep: Class 10 contains 1405 members 
Mstep: Class 11 contains 13761 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37114 members 
Mstep: Class 14 contains 55091 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 8702 members 
Mstep: Class 17 contains 108592 members 
Mstep: Class 18 contains 3522 members 
Mstep: Class 19 contains 9730 members 
Mstep: Class 20 contains 53731 members 
Mstep: Class 21 contains 6690 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70070 members 
Mstep: Class 24 contains 97135 members 
Mstep: Class 25 contains 70635 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102754 members 
Mstep: Class 29 contains 4785 members 
Mstep: Class 30 contains 75800 members 
Mstep: Class 31 contains 92510 members 
Mstep: Class 32 contains 3118 members 
Mstep: Class 33 contains 1479 members 
Mstep: Class 34 contains 1087 members 
Mstep: Class 35 contains 9527 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2224 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774424.000000 Penalty: 87016.617188
Iteration 329Q: 40 clusters Score -1.117744e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21541 members 
Mstep: Class 4 contains 23323 members 
Mstep: Class 5 contains 10045 members 
Mstep: Class 6 contains 6773 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4900 members 
Mstep: Class 9 contains 4602 members 
Mstep: Class 10 contains 1404 members 
Mstep: Class 11 contains 13758 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37090 members 
Mstep: Class 14 contains 55094 members 
Mstep: Class 15 contains 9296 members 
Mstep: Class 16 contains 8705 members 
Mstep: Class 17 contains 108562 members 
Mstep: Class 18 contains 3523 members 
Mstep: Class 19 contains 9731 members 
Mstep: Class 20 contains 53751 members 
Mstep: Class 21 contains 6689 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70046 members 
Mstep: Class 24 contains 97134 members 
Mstep: Class 25 contains 70624 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102762 members 
Mstep: Class 29 contains 4784 members 
Mstep: Class 30 contains 75791 members 
Mstep: Class 31 contains 92527 members 
Mstep: Class 32 contains 3118 members 
Mstep: Class 33 contains 1479 members 
Mstep: Class 34 contains 1087 members 
Mstep: Class 35 contains 9525 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2225 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774432.000000 Penalty: 87016.617188
Iteration 330Q: 40 clusters Score -1.117744e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21534 members 
Mstep: Class 4 contains 23375 members 
Mstep: Class 5 contains 10045 members 
Mstep: Class 6 contains 6776 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4903 members 
Mstep: Class 9 contains 4602 members 
Mstep: Class 10 contains 1403 members 
Mstep: Class 11 contains 13758 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37060 members 
Mstep: Class 14 contains 55114 members 
Mstep: Class 15 contains 9296 members 
Mstep: Class 16 contains 8707 members 
Mstep: Class 17 contains 108542 members 
Mstep: Class 18 contains 3521 members 
Mstep: Class 19 contains 9731 members 
Mstep: Class 20 contains 53782 members 
Mstep: Class 21 contains 6689 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70027 members 
Mstep: Class 24 contains 97140 members 
Mstep: Class 25 contains 70614 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102743 members 
Mstep: Class 29 contains 4784 members 
Mstep: Class 30 contains 75783 members 
Mstep: Class 31 contains 92525 members 
Mstep: Class 32 contains 3119 members 
Mstep: Class 33 contains 1479 members 
Mstep: Class 34 contains 1087 members 
Mstep: Class 35 contains 9524 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774512.000000 Penalty: 87016.617188
Iteration 331Q: 40 clusters Score -1.117745e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21532 members 
Mstep: Class 4 contains 23430 members 
Mstep: Class 5 contains 10042 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4904 members 
Mstep: Class 9 contains 4604 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 13757 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37032 members 
Mstep: Class 14 contains 55138 members 
Mstep: Class 15 contains 9296 members 
Mstep: Class 16 contains 8710 members 
Mstep: Class 17 contains 108519 members 
Mstep: Class 18 contains 3519 members 
Mstep: Class 19 contains 9730 members 
Mstep: Class 20 contains 53804 members 
Mstep: Class 21 contains 6687 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 70008 members 
Mstep: Class 24 contains 97149 members 
Mstep: Class 25 contains 70597 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102743 members 
Mstep: Class 29 contains 4784 members 
Mstep: Class 30 contains 75761 members 
Mstep: Class 31 contains 92530 members 
Mstep: Class 32 contains 3118 members 
Mstep: Class 33 contains 1479 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9523 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2225 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774560.000000 Penalty: 87016.617188
Iteration 332Q: 40 clusters Score -1.117746e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21522 members 
Mstep: Class 4 contains 23487 members 
Mstep: Class 5 contains 10038 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4904 members 
Mstep: Class 9 contains 4606 members 
Mstep: Class 10 contains 1401 members 
Mstep: Class 11 contains 13755 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 37005 members 
Mstep: Class 14 contains 55155 members 
Mstep: Class 15 contains 9296 members 
Mstep: Class 16 contains 8714 members 
Mstep: Class 17 contains 108504 members 
Mstep: Class 18 contains 3520 members 
Mstep: Class 19 contains 9730 members 
Mstep: Class 20 contains 53844 members 
Mstep: Class 21 contains 6685 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69989 members 
Mstep: Class 24 contains 97148 members 
Mstep: Class 25 contains 70586 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102725 members 
Mstep: Class 29 contains 4783 members 
Mstep: Class 30 contains 75745 members 
Mstep: Class 31 contains 92542 members 
Mstep: Class 32 contains 3114 members 
Mstep: Class 33 contains 1479 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9522 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2225 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774464.000000 Penalty: 87016.617188
Iteration 333Q: 40 clusters Score -1.117745e+08 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21517 members 
Mstep: Class 4 contains 23545 members 
Mstep: Class 5 contains 10038 members 
Mstep: Class 6 contains 6779 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4905 members 
Mstep: Class 9 contains 4606 members 
Mstep: Class 10 contains 1401 members 
Mstep: Class 11 contains 13756 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36978 members 
Mstep: Class 14 contains 55163 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 8713 members 
Mstep: Class 17 contains 108482 members 
Mstep: Class 18 contains 3521 members 
Mstep: Class 19 contains 9731 members 
Mstep: Class 20 contains 53860 members 
Mstep: Class 21 contains 6685 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69967 members 
Mstep: Class 24 contains 97127 members 
Mstep: Class 25 contains 70562 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102732 members 
Mstep: Class 29 contains 4783 members 
Mstep: Class 30 contains 75738 members 
Mstep: Class 31 contains 92575 members 
Mstep: Class 32 contains 3114 members 
Mstep: Class 33 contains 1479 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9521 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2225 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774528.000000 Penalty: 87016.617188
Iteration 334Q: 40 clusters Score -1.117745e+08 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21513 members 
Mstep: Class 4 contains 23605 members 
Mstep: Class 5 contains 10038 members 
Mstep: Class 6 contains 6779 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4908 members 
Mstep: Class 9 contains 4609 members 
Mstep: Class 10 contains 1401 members 
Mstep: Class 11 contains 13756 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36962 members 
Mstep: Class 14 contains 55178 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 8713 members 
Mstep: Class 17 contains 108454 members 
Mstep: Class 18 contains 3520 members 
Mstep: Class 19 contains 9730 members 
Mstep: Class 20 contains 53858 members 
Mstep: Class 21 contains 6687 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69952 members 
Mstep: Class 24 contains 97117 members 
Mstep: Class 25 contains 70536 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102724 members 
Mstep: Class 29 contains 4782 members 
Mstep: Class 30 contains 75717 members 
Mstep: Class 31 contains 92627 members 
Mstep: Class 32 contains 3114 members 
Mstep: Class 33 contains 1479 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9520 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2225 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774496.000000 Penalty: 87016.617188
Iteration 335Q: 40 clusters Score -1.117745e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21508 members 
Mstep: Class 4 contains 23661 members 
Mstep: Class 5 contains 10039 members 
Mstep: Class 6 contains 6780 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4911 members 
Mstep: Class 9 contains 4609 members 
Mstep: Class 10 contains 1401 members 
Mstep: Class 11 contains 13757 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36955 members 
Mstep: Class 14 contains 55197 members 
Mstep: Class 15 contains 9296 members 
Mstep: Class 16 contains 8716 members 
Mstep: Class 17 contains 108435 members 
Mstep: Class 18 contains 3520 members 
Mstep: Class 19 contains 9730 members 
Mstep: Class 20 contains 53863 members 
Mstep: Class 21 contains 6688 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69913 members 
Mstep: Class 24 contains 97121 members 
Mstep: Class 25 contains 70508 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102711 members 
Mstep: Class 29 contains 4781 members 
Mstep: Class 30 contains 75703 members 
Mstep: Class 31 contains 92665 members 
Mstep: Class 32 contains 3113 members 
Mstep: Class 33 contains 1479 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9518 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2225 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774640.000000 Penalty: 87016.617188
Iteration 336Q: 40 clusters Score -1.117746e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21511 members 
Mstep: Class 4 contains 23709 members 
Mstep: Class 5 contains 10038 members 
Mstep: Class 6 contains 6780 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4914 members 
Mstep: Class 9 contains 4610 members 
Mstep: Class 10 contains 1401 members 
Mstep: Class 11 contains 13758 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36937 members 
Mstep: Class 14 contains 55207 members 
Mstep: Class 15 contains 9296 members 
Mstep: Class 16 contains 8717 members 
Mstep: Class 17 contains 108421 members 
Mstep: Class 18 contains 3519 members 
Mstep: Class 19 contains 9730 members 
Mstep: Class 20 contains 53891 members 
Mstep: Class 21 contains 6688 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69878 members 
Mstep: Class 24 contains 97117 members 
Mstep: Class 25 contains 70487 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102713 members 
Mstep: Class 29 contains 4781 members 
Mstep: Class 30 contains 75703 members 
Mstep: Class 31 contains 92665 members 
Mstep: Class 32 contains 3112 members 
Mstep: Class 33 contains 1479 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9517 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2225 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774680.000000 Penalty: 87016.617188
Iteration 337Q: 40 clusters Score -1.117747e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21507 members 
Mstep: Class 4 contains 23756 members 
Mstep: Class 5 contains 10038 members 
Mstep: Class 6 contains 6778 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4915 members 
Mstep: Class 9 contains 4610 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 13758 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36930 members 
Mstep: Class 14 contains 55222 members 
Mstep: Class 15 contains 9296 members 
Mstep: Class 16 contains 8718 members 
Mstep: Class 17 contains 108392 members 
Mstep: Class 18 contains 3520 members 
Mstep: Class 19 contains 9730 members 
Mstep: Class 20 contains 53954 members 
Mstep: Class 21 contains 6688 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69841 members 
Mstep: Class 24 contains 97129 members 
Mstep: Class 25 contains 70465 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102690 members 
Mstep: Class 29 contains 4779 members 
Mstep: Class 30 contains 75695 members 
Mstep: Class 31 contains 92661 members 
Mstep: Class 32 contains 3113 members 
Mstep: Class 33 contains 1479 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9513 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774712.000000 Penalty: 87016.617188
Iteration 338Q: 40 clusters Score -1.117747e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21500 members 
Mstep: Class 4 contains 23813 members 
Mstep: Class 5 contains 10035 members 
Mstep: Class 6 contains 6778 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4915 members 
Mstep: Class 9 contains 4609 members 
Mstep: Class 10 contains 1403 members 
Mstep: Class 11 contains 13759 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36921 members 
Mstep: Class 14 contains 55238 members 
Mstep: Class 15 contains 9296 members 
Mstep: Class 16 contains 8720 members 
Mstep: Class 17 contains 108361 members 
Mstep: Class 18 contains 3520 members 
Mstep: Class 19 contains 9730 members 
Mstep: Class 20 contains 54010 members 
Mstep: Class 21 contains 6684 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69814 members 
Mstep: Class 24 contains 97124 members 
Mstep: Class 25 contains 70424 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102681 members 
Mstep: Class 29 contains 4777 members 
Mstep: Class 30 contains 75682 members 
Mstep: Class 31 contains 92682 members 
Mstep: Class 32 contains 3114 members 
Mstep: Class 33 contains 1479 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9512 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2224 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774680.000000 Penalty: 87016.617188
Iteration 339Q: 40 clusters Score -1.117747e+08 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21493 members 
Mstep: Class 4 contains 23867 members 
Mstep: Class 5 contains 10033 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4916 members 
Mstep: Class 9 contains 4609 members 
Mstep: Class 10 contains 1404 members 
Mstep: Class 11 contains 13758 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36909 members 
Mstep: Class 14 contains 55258 members 
Mstep: Class 15 contains 9296 members 
Mstep: Class 16 contains 8720 members 
Mstep: Class 17 contains 108327 members 
Mstep: Class 18 contains 3520 members 
Mstep: Class 19 contains 9730 members 
Mstep: Class 20 contains 54050 members 
Mstep: Class 21 contains 6686 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69784 members 
Mstep: Class 24 contains 97141 members 
Mstep: Class 25 contains 70386 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102656 members 
Mstep: Class 29 contains 4776 members 
Mstep: Class 30 contains 75673 members 
Mstep: Class 31 contains 92709 members 
Mstep: Class 32 contains 3113 members 
Mstep: Class 33 contains 1479 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9512 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2223 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774600.000000 Penalty: 87016.617188
Iteration 340F: 40 clusters Score -1.117746e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21493 members 
Mstep: Class 4 contains 23931 members 
Mstep: Class 5 contains 10033 members 
Mstep: Class 6 contains 6775 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4916 members 
Mstep: Class 9 contains 4609 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 13753 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36898 members 
Mstep: Class 14 contains 55276 members 
Mstep: Class 15 contains 9295 members 
Mstep: Class 16 contains 8722 members 
Mstep: Class 17 contains 108269 members 
Mstep: Class 18 contains 3519 members 
Mstep: Class 19 contains 9730 members 
Mstep: Class 20 contains 54104 members 
Mstep: Class 21 contains 6685 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69749 members 
Mstep: Class 24 contains 97143 members 
Mstep: Class 25 contains 70364 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102650 members 
Mstep: Class 29 contains 4775 members 
Mstep: Class 30 contains 75672 members 
Mstep: Class 31 contains 92711 members 
Mstep: Class 32 contains 3112 members 
Mstep: Class 33 contains 1479 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9512 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2224 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774896.000000 Penalty: 87016.617188
Iteration 341Q: 40 clusters Score -1.117749e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21485 members 
Mstep: Class 4 contains 23963 members 
Mstep: Class 5 contains 10034 members 
Mstep: Class 6 contains 6774 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4916 members 
Mstep: Class 9 contains 4609 members 
Mstep: Class 10 contains 1407 members 
Mstep: Class 11 contains 13749 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36890 members 
Mstep: Class 14 contains 55297 members 
Mstep: Class 15 contains 9295 members 
Mstep: Class 16 contains 8722 members 
Mstep: Class 17 contains 108242 members 
Mstep: Class 18 contains 3519 members 
Mstep: Class 19 contains 9730 members 
Mstep: Class 20 contains 54135 members 
Mstep: Class 21 contains 6684 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69722 members 
Mstep: Class 24 contains 97157 members 
Mstep: Class 25 contains 70319 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102656 members 
Mstep: Class 29 contains 4775 members 
Mstep: Class 30 contains 75665 members 
Mstep: Class 31 contains 92731 members 
Mstep: Class 32 contains 3113 members 
Mstep: Class 33 contains 1479 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9512 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2225 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774832.000000 Penalty: 87016.617188
Iteration 342Q: 40 clusters Score -1.117748e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21479 members 
Mstep: Class 4 contains 24004 members 
Mstep: Class 5 contains 10037 members 
Mstep: Class 6 contains 6773 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4916 members 
Mstep: Class 9 contains 4610 members 
Mstep: Class 10 contains 1407 members 
Mstep: Class 11 contains 13746 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36889 members 
Mstep: Class 14 contains 55312 members 
Mstep: Class 15 contains 9295 members 
Mstep: Class 16 contains 8723 members 
Mstep: Class 17 contains 108223 members 
Mstep: Class 18 contains 3519 members 
Mstep: Class 19 contains 9730 members 
Mstep: Class 20 contains 54150 members 
Mstep: Class 21 contains 6684 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69694 members 
Mstep: Class 24 contains 97152 members 
Mstep: Class 25 contains 70280 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102666 members 
Mstep: Class 29 contains 4775 members 
Mstep: Class 30 contains 75657 members 
Mstep: Class 31 contains 92757 members 
Mstep: Class 32 contains 3113 members 
Mstep: Class 33 contains 1479 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9510 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2225 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774984.000000 Penalty: 87016.617188
Iteration 343Q: 40 clusters Score -1.11775e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21468 members 
Mstep: Class 4 contains 24061 members 
Mstep: Class 5 contains 10037 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4916 members 
Mstep: Class 9 contains 4610 members 
Mstep: Class 10 contains 1407 members 
Mstep: Class 11 contains 13742 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36886 members 
Mstep: Class 14 contains 55324 members 
Mstep: Class 15 contains 9295 members 
Mstep: Class 16 contains 8724 members 
Mstep: Class 17 contains 108233 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9730 members 
Mstep: Class 20 contains 54144 members 
Mstep: Class 21 contains 6684 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69664 members 
Mstep: Class 24 contains 97146 members 
Mstep: Class 25 contains 70254 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102649 members 
Mstep: Class 29 contains 4774 members 
Mstep: Class 30 contains 75656 members 
Mstep: Class 31 contains 92782 members 
Mstep: Class 32 contains 3113 members 
Mstep: Class 33 contains 1479 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9511 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774936.000000 Penalty: 87016.617188
Iteration 344Q: 40 clusters Score -1.117749e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21465 members 
Mstep: Class 4 contains 24134 members 
Mstep: Class 5 contains 10041 members 
Mstep: Class 6 contains 6771 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4915 members 
Mstep: Class 9 contains 4610 members 
Mstep: Class 10 contains 1407 members 
Mstep: Class 11 contains 13738 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36884 members 
Mstep: Class 14 contains 55339 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 8723 members 
Mstep: Class 17 contains 108234 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9730 members 
Mstep: Class 20 contains 54137 members 
Mstep: Class 21 contains 6683 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69630 members 
Mstep: Class 24 contains 97121 members 
Mstep: Class 25 contains 70228 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102658 members 
Mstep: Class 29 contains 4774 members 
Mstep: Class 30 contains 75644 members 
Mstep: Class 31 contains 92798 members 
Mstep: Class 32 contains 3113 members 
Mstep: Class 33 contains 1479 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9511 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774928.000000 Penalty: 87016.617188
Iteration 345Q: 40 clusters Score -1.117749e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21461 members 
Mstep: Class 4 contains 24196 members 
Mstep: Class 5 contains 10037 members 
Mstep: Class 6 contains 6771 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4915 members 
Mstep: Class 9 contains 4610 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 13735 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36878 members 
Mstep: Class 14 contains 55353 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 8725 members 
Mstep: Class 17 contains 108205 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9730 members 
Mstep: Class 20 contains 54130 members 
Mstep: Class 21 contains 6682 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69612 members 
Mstep: Class 24 contains 97118 members 
Mstep: Class 25 contains 70196 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102667 members 
Mstep: Class 29 contains 4772 members 
Mstep: Class 30 contains 75641 members 
Mstep: Class 31 contains 92830 members 
Mstep: Class 32 contains 3112 members 
Mstep: Class 33 contains 1479 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9507 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2224 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774936.000000 Penalty: 87016.617188
Iteration 346Q: 40 clusters Score -1.117749e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21462 members 
Mstep: Class 4 contains 24260 members 
Mstep: Class 5 contains 10036 members 
Mstep: Class 6 contains 6773 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4915 members 
Mstep: Class 9 contains 4610 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 13737 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36874 members 
Mstep: Class 14 contains 55369 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 8727 members 
Mstep: Class 17 contains 108194 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9730 members 
Mstep: Class 20 contains 54132 members 
Mstep: Class 21 contains 6681 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69602 members 
Mstep: Class 24 contains 97118 members 
Mstep: Class 25 contains 70166 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102620 members 
Mstep: Class 29 contains 4771 members 
Mstep: Class 30 contains 75647 members 
Mstep: Class 31 contains 92842 members 
Mstep: Class 32 contains 3113 members 
Mstep: Class 33 contains 1479 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9504 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2224 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774880.000000 Penalty: 87016.617188
Iteration 347Q: 40 clusters Score -1.117749e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21458 members 
Mstep: Class 4 contains 24340 members 
Mstep: Class 5 contains 10033 members 
Mstep: Class 6 contains 6774 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4915 members 
Mstep: Class 9 contains 4611 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 13742 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36865 members 
Mstep: Class 14 contains 55387 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 8728 members 
Mstep: Class 17 contains 108150 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9731 members 
Mstep: Class 20 contains 54133 members 
Mstep: Class 21 contains 6681 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69581 members 
Mstep: Class 24 contains 97096 members 
Mstep: Class 25 contains 70151 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102606 members 
Mstep: Class 29 contains 4769 members 
Mstep: Class 30 contains 75655 members 
Mstep: Class 31 contains 92859 members 
Mstep: Class 32 contains 3114 members 
Mstep: Class 33 contains 1479 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9504 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2225 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774928.000000 Penalty: 87016.617188
Iteration 348Q: 40 clusters Score -1.117749e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21453 members 
Mstep: Class 4 contains 24420 members 
Mstep: Class 5 contains 10031 members 
Mstep: Class 6 contains 6774 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4917 members 
Mstep: Class 9 contains 4612 members 
Mstep: Class 10 contains 1405 members 
Mstep: Class 11 contains 13743 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36849 members 
Mstep: Class 14 contains 55385 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 8734 members 
Mstep: Class 17 contains 108120 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 9731 members 
Mstep: Class 20 contains 54102 members 
Mstep: Class 21 contains 6681 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69552 members 
Mstep: Class 24 contains 97104 members 
Mstep: Class 25 contains 70137 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102607 members 
Mstep: Class 29 contains 4767 members 
Mstep: Class 30 contains 75665 members 
Mstep: Class 31 contains 92885 members 
Mstep: Class 32 contains 3112 members 
Mstep: Class 33 contains 1479 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9504 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774768.000000 Penalty: 87016.617188
Iteration 349Q: 40 clusters Score -1.117748e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21449 members 
Mstep: Class 4 contains 24497 members 
Mstep: Class 5 contains 10035 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4919 members 
Mstep: Class 9 contains 4613 members 
Mstep: Class 10 contains 1405 members 
Mstep: Class 11 contains 13744 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36828 members 
Mstep: Class 14 contains 55398 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 8736 members 
Mstep: Class 17 contains 108077 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9731 members 
Mstep: Class 20 contains 54090 members 
Mstep: Class 21 contains 6680 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69530 members 
Mstep: Class 24 contains 97109 members 
Mstep: Class 25 contains 70122 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102590 members 
Mstep: Class 29 contains 4765 members 
Mstep: Class 30 contains 75671 members 
Mstep: Class 31 contains 92909 members 
Mstep: Class 32 contains 3112 members 
Mstep: Class 33 contains 1479 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9502 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774872.000000 Penalty: 87016.617188
Iteration 350Q: 40 clusters Score -1.117749e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21439 members 
Mstep: Class 4 contains 24566 members 
Mstep: Class 5 contains 10033 members 
Mstep: Class 6 contains 6781 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 4921 members 
Mstep: Class 9 contains 4612 members 
Mstep: Class 10 contains 1403 members 
Mstep: Class 11 contains 13745 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36812 members 
Mstep: Class 14 contains 55414 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 8737 members 
Mstep: Class 17 contains 108067 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9732 members 
Mstep: Class 20 contains 54046 members 
Mstep: Class 21 contains 6679 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69498 members 
Mstep: Class 24 contains 97129 members 
Mstep: Class 25 contains 70110 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102571 members 
Mstep: Class 29 contains 4763 members 
Mstep: Class 30 contains 75677 members 
Mstep: Class 31 contains 92940 members 
Mstep: Class 32 contains 3112 members 
Mstep: Class 33 contains 1479 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9500 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774888.000000 Penalty: 87016.617188
Iteration 351Q: 40 clusters Score -1.117749e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21430 members 
Mstep: Class 4 contains 24641 members 
Mstep: Class 5 contains 10029 members 
Mstep: Class 6 contains 6780 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4921 members 
Mstep: Class 9 contains 4610 members 
Mstep: Class 10 contains 1403 members 
Mstep: Class 11 contains 13745 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36800 members 
Mstep: Class 14 contains 55432 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 8742 members 
Mstep: Class 17 contains 108025 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9732 members 
Mstep: Class 20 contains 54028 members 
Mstep: Class 21 contains 6677 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69471 members 
Mstep: Class 24 contains 97125 members 
Mstep: Class 25 contains 70101 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102563 members 
Mstep: Class 29 contains 4763 members 
Mstep: Class 30 contains 75674 members 
Mstep: Class 31 contains 92983 members 
Mstep: Class 32 contains 3112 members 
Mstep: Class 33 contains 1479 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9499 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775024.000000 Penalty: 87016.617188
Iteration 352Q: 40 clusters Score -1.11775e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21419 members 
Mstep: Class 4 contains 24727 members 
Mstep: Class 5 contains 10029 members 
Mstep: Class 6 contains 6781 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4922 members 
Mstep: Class 9 contains 4610 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 13742 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36784 members 
Mstep: Class 14 contains 55456 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 8745 members 
Mstep: Class 17 contains 108028 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9732 members 
Mstep: Class 20 contains 53971 members 
Mstep: Class 21 contains 6675 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69442 members 
Mstep: Class 24 contains 97119 members 
Mstep: Class 25 contains 70079 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102543 members 
Mstep: Class 29 contains 4763 members 
Mstep: Class 30 contains 75660 members 
Mstep: Class 31 contains 93044 members 
Mstep: Class 32 contains 3113 members 
Mstep: Class 33 contains 1479 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9499 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775064.000000 Penalty: 87016.617188
Iteration 353Q: 40 clusters Score -1.117751e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21410 members 
Mstep: Class 4 contains 24810 members 
Mstep: Class 5 contains 10028 members 
Mstep: Class 6 contains 6780 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4923 members 
Mstep: Class 9 contains 4608 members 
Mstep: Class 10 contains 1401 members 
Mstep: Class 11 contains 13741 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36783 members 
Mstep: Class 14 contains 55484 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 8746 members 
Mstep: Class 17 contains 108020 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 9732 members 
Mstep: Class 20 contains 53923 members 
Mstep: Class 21 contains 6675 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69418 members 
Mstep: Class 24 contains 97111 members 
Mstep: Class 25 contains 70062 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102519 members 
Mstep: Class 29 contains 4762 members 
Mstep: Class 30 contains 75644 members 
Mstep: Class 31 contains 93093 members 
Mstep: Class 32 contains 3114 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9499 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774952.000000 Penalty: 87016.617188
Iteration 354Q: 40 clusters Score -1.11775e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21397 members 
Mstep: Class 4 contains 24890 members 
Mstep: Class 5 contains 10028 members 
Mstep: Class 6 contains 6779 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4924 members 
Mstep: Class 9 contains 4608 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 13739 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36778 members 
Mstep: Class 14 contains 55510 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 8745 members 
Mstep: Class 17 contains 107991 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 9732 members 
Mstep: Class 20 contains 53889 members 
Mstep: Class 21 contains 6675 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69405 members 
Mstep: Class 24 contains 97094 members 
Mstep: Class 25 contains 70026 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102513 members 
Mstep: Class 29 contains 4762 members 
Mstep: Class 30 contains 75643 members 
Mstep: Class 31 contains 93143 members 
Mstep: Class 32 contains 3116 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9498 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775048.000000 Penalty: 87016.617188
Iteration 355Q: 40 clusters Score -1.11775e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21382 members 
Mstep: Class 4 contains 24962 members 
Mstep: Class 5 contains 10024 members 
Mstep: Class 6 contains 6781 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4924 members 
Mstep: Class 9 contains 4608 members 
Mstep: Class 10 contains 1405 members 
Mstep: Class 11 contains 13740 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36765 members 
Mstep: Class 14 contains 55526 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 8744 members 
Mstep: Class 17 contains 107943 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9732 members 
Mstep: Class 20 contains 53869 members 
Mstep: Class 21 contains 6675 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69375 members 
Mstep: Class 24 contains 97074 members 
Mstep: Class 25 contains 70009 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102522 members 
Mstep: Class 29 contains 4762 members 
Mstep: Class 30 contains 75649 members 
Mstep: Class 31 contains 93200 members 
Mstep: Class 32 contains 3118 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9497 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2230 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775008.000000 Penalty: 87016.617188
Iteration 356Q: 40 clusters Score -1.11775e+08 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21368 members 
Mstep: Class 4 contains 25047 members 
Mstep: Class 5 contains 10022 members 
Mstep: Class 6 contains 6784 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4924 members 
Mstep: Class 9 contains 4607 members 
Mstep: Class 10 contains 1405 members 
Mstep: Class 11 contains 13744 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36744 members 
Mstep: Class 14 contains 55551 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 8744 members 
Mstep: Class 17 contains 107924 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9732 members 
Mstep: Class 20 contains 53858 members 
Mstep: Class 21 contains 6675 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69324 members 
Mstep: Class 24 contains 97066 members 
Mstep: Class 25 contains 69992 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102492 members 
Mstep: Class 29 contains 4762 members 
Mstep: Class 30 contains 75645 members 
Mstep: Class 31 contains 93257 members 
Mstep: Class 32 contains 3120 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9497 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2231 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774920.000000 Penalty: 87016.617188
Iteration 357Q: 40 clusters Score -1.117749e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21353 members 
Mstep: Class 4 contains 25119 members 
Mstep: Class 5 contains 10020 members 
Mstep: Class 6 contains 6784 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4924 members 
Mstep: Class 9 contains 4606 members 
Mstep: Class 10 contains 1405 members 
Mstep: Class 11 contains 13743 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36723 members 
Mstep: Class 14 contains 55583 members 
Mstep: Class 15 contains 9295 members 
Mstep: Class 16 contains 8746 members 
Mstep: Class 17 contains 107889 members 
Mstep: Class 18 contains 3519 members 
Mstep: Class 19 contains 9733 members 
Mstep: Class 20 contains 53830 members 
Mstep: Class 21 contains 6674 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69255 members 
Mstep: Class 24 contains 97098 members 
Mstep: Class 25 contains 69965 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102492 members 
Mstep: Class 29 contains 4760 members 
Mstep: Class 30 contains 75643 members 
Mstep: Class 31 contains 93319 members 
Mstep: Class 32 contains 3120 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9497 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2232 members 
Mstep: Class 39 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774888.000000 Penalty: 87016.617188
Iteration 358Q: 40 clusters Score -1.117749e+08 nChanged 870
Entering ConstructFrom: 
Score: -111774888.000000 Penalty: 87016.617188
Entering ConstructFrom: 
Trying to split cluster 1 (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: -353637.562500 Penalty: 1305.627441
	Iteration 0F: 2 clusters Score -353637.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -350873.843750 Penalty: 2611.254883
	Iteration 0F: 3 clusters Score -350873.8 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -351590.062500 Penalty: 2611.254883
	Iteration 1F: 3 clusters Score -351590.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -351824.531250 Penalty: 2611.254883
	Iteration 2F: 3 clusters Score -351824.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -352107.375000 Penalty: 2611.254883
	Iteration 3F: 3 clusters Score -352107.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -352364.531250 Penalty: 2611.254883
	Iteration 4F: 3 clusters Score -352364.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -352632.125000 Penalty: 2611.254883
	Iteration 5F: 3 clusters Score -352632.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -352835.625000 Penalty: 2611.254883
	Iteration 6F: 3 clusters Score -352835.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -352983.343750 Penalty: 2611.254883
	Iteration 7Q: 3 clusters Score -352983.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -353084.843750 Penalty: 2611.254883
	Iteration 8Q: 3 clusters Score -353084.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -353152.218750 Penalty: 2611.254883
	Iteration 9Q: 3 clusters Score -353152.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -353213.625000 Penalty: 2611.254883
	Iteration 10Q: 3 clusters Score -353213.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -353285.687500 Penalty: 2611.254883
	Iteration 11Q: 3 clusters Score -353285.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -353364.875000 Penalty: 2611.254883
	Iteration 12Q: 3 clusters Score -353364.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -353414.375000 Penalty: 2611.254883
	Iteration 13Q: 3 clusters Score -353414.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -353466.906250 Penalty: 2611.254883
	Iteration 14Q: 3 clusters Score -353466.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -353516.031250 Penalty: 2611.254883
	Iteration 15Q: 3 clusters Score -353516 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -353546.281250 Penalty: 2611.254883
	Iteration 16Q: 3 clusters Score -353546.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -353556.875000 Penalty: 2611.254883
	Iteration 17Q: 3 clusters Score -353556.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -353561.906250 Penalty: 2611.254883
	Iteration 18Q: 3 clusters Score -353561.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -353565.718750 Penalty: 2611.254883
	Iteration 19Q: 3 clusters Score -353565.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -353568.562500 Penalty: 2611.254883
	Iteration 20F: 3 clusters Score -353568.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -353572.375000 Penalty: 2611.254883
	Iteration 21Q: 3 clusters Score -353572.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -353574.687500 Penalty: 2611.254883
	Iteration 22Q: 3 clusters Score -353574.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -353580.000000 Penalty: 2611.254883
	Iteration 23Q: 3 clusters Score -353580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -353582.687500 Penalty: 2611.254883
	Iteration 24Q: 3 clusters Score -353582.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -353588.531250 Penalty: 2611.254883
	Iteration 25Q: 3 clusters Score -353588.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -353591.968750 Penalty: 2611.254883
	Iteration 26Q: 3 clusters Score -353592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -353598.687500 Penalty: 2611.254883
	Iteration 27Q: 3 clusters Score -353598.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -353600.812500 Penalty: 2611.254883
	Iteration 28Q: 3 clusters Score -353600.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -353601.437500 Penalty: 2611.254883
	Iteration 29Q: 3 clusters Score -353601.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -353601.437500 Penalty: 2611.254883
	Iteration 30F: 3 clusters Score -353601.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -63770.308594 Penalty: 1065.937500
	Iteration 0F: 2 clusters Score -63770.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -62708.843750 Penalty: 2131.875000
	Iteration 0F: 3 clusters Score -62708.84 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -63069.902344 Penalty: 2131.875000
	Iteration 1F: 3 clusters Score -63069.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -63236.128906 Penalty: 2131.875000
	Iteration 2F: 3 clusters Score -63236.13 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -63427.480469 Penalty: 2131.875000
	Iteration 3F: 3 clusters Score -63427.48 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -63682.019531 Penalty: 2131.875000
	Iteration 4F: 3 clusters Score -63682.02 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -63796.851562 Penalty: 2131.875000
	Iteration 5F: 3 clusters Score -63796.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -63859.554688 Penalty: 2131.875000
	Iteration 6Q: 3 clusters Score -63859.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -63907.945312 Penalty: 2131.875000
	Iteration 7Q: 3 clusters Score -63907.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -63945.230469 Penalty: 2131.875000
	Iteration 8Q: 3 clusters Score -63945.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -63996.472656 Penalty: 2131.875000
	Iteration 9Q: 3 clusters Score -63996.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -64081.433594 Penalty: 2131.875000
	Iteration 10Q: 3 clusters Score -64081.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -64096.152344 Penalty: 2131.875000
	Iteration 11Q: 3 clusters Score -64096.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -64097.839844 Penalty: 2131.875000
	Iteration 12Q: 3 clusters Score -64097.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -64099.257812 Penalty: 2131.875000
	Iteration 13Q: 3 clusters Score -64099.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -64100.769531 Penalty: 2131.875000
	Iteration 14Q: 3 clusters Score -64100.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -64103.484375 Penalty: 2131.875000
	Iteration 15Q: 3 clusters Score -64103.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -64103.484375 Penalty: 2131.875000
	Iteration 16F: 3 clusters Score -64103.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 21333 members 
Mstep: Class 4 contains 25194 members 
Mstep: Class 5 contains 10024 members 
Mstep: Class 6 contains 6785 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4925 members 
Mstep: Class 9 contains 4606 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 13746 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36699 members 
Mstep: Class 14 contains 55608 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 8745 members 
Mstep: Class 17 contains 107845 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9733 members 
Mstep: Class 20 contains 53817 members 
Mstep: Class 21 contains 6674 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69208 members 
Mstep: Class 24 contains 97104 members 
Mstep: Class 25 contains 69961 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102504 members 
Mstep: Class 29 contains 4759 members 
Mstep: Class 30 contains 75625 members 
Mstep: Class 31 contains 93359 members 
Mstep: Class 32 contains 3122 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9497 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 474 members 
Mstep: Class 40 contains 477 members 
Entering Unmasked Estep 
Score: -111774080.000000 Penalty: 89247.812500
Splitting cluster 2 changes total score from -111774888.000000 to -111774080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (21333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Entering Unmasked Estep 
Score: -2713196.000000 Penalty: 1619.801758
	Iteration 0F: 2 clusters Score -2713196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2698786.000000 Penalty: 3239.603516
	Iteration 0F: 3 clusters Score -2698786 nChanged 9501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2703908.750000 Penalty: 3239.603516
	Iteration 1F: 3 clusters Score -2703909 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2704233.750000 Penalty: 3239.603516
	Iteration 2Q: 3 clusters Score -2704234 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2704583.750000 Penalty: 3239.603516
	Iteration 3Q: 3 clusters Score -2704584 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2704956.500000 Penalty: 3239.603516
	Iteration 4Q: 3 clusters Score -2704956 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2705389.750000 Penalty: 3239.603516
	Iteration 5Q: 3 clusters Score -2705390 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2705853.000000 Penalty: 3239.603516
	Iteration 6Q: 3 clusters Score -2705853 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2706449.750000 Penalty: 3239.603516
	Iteration 7Q: 3 clusters Score -2706450 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -2707204.500000 Penalty: 3239.603516
	Iteration 8F: 3 clusters Score -2707204 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2708209.000000 Penalty: 3239.603516
	Iteration 9F: 3 clusters Score -2708209 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -2709134.250000 Penalty: 3239.603516
	Iteration 10F: 3 clusters Score -2709134 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -2709779.000000 Penalty: 3239.603516
	Iteration 11Q: 3 clusters Score -2709779 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -2710200.000000 Penalty: 3239.603516
	Iteration 12Q: 3 clusters Score -2710200 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2710445.750000 Penalty: 3239.603516
	Iteration 13Q: 3 clusters Score -2710446 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2710607.250000 Penalty: 3239.603516
	Iteration 14Q: 3 clusters Score -2710607 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2710746.000000 Penalty: 3239.603516
	Iteration 15Q: 3 clusters Score -2710746 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2710870.250000 Penalty: 3239.603516
	Iteration 16Q: 3 clusters Score -2710870 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2710967.250000 Penalty: 3239.603516
	Iteration 17Q: 3 clusters Score -2710967 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2711020.500000 Penalty: 3239.603516
	Iteration 18Q: 3 clusters Score -2711020 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -2711077.000000 Penalty: 3239.603516
	Iteration 19Q: 3 clusters Score -2711077 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2711145.500000 Penalty: 3239.603516
	Iteration 20F: 3 clusters Score -2711146 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -2711218.250000 Penalty: 3239.603516
	Iteration 21Q: 3 clusters Score -2711218 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -2711274.750000 Penalty: 3239.603516
	Iteration 22Q: 3 clusters Score -2711275 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2711320.500000 Penalty: 3239.603516
	Iteration 23Q: 3 clusters Score -2711320 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2711366.250000 Penalty: 3239.603516
	Iteration 24Q: 3 clusters Score -2711366 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -2711410.250000 Penalty: 3239.603516
	Iteration 25Q: 3 clusters Score -2711410 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2711453.250000 Penalty: 3239.603516
	Iteration 26Q: 3 clusters Score -2711453 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2711471.750000 Penalty: 3239.603516
	Iteration 27Q: 3 clusters Score -2711472 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -2711488.750000 Penalty: 3239.603516
	Iteration 28Q: 3 clusters Score -2711489 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -2711514.000000 Penalty: 3239.603516
	Iteration 29Q: 3 clusters Score -2711514 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2711530.250000 Penalty: 3239.603516
	Iteration 30Q: 3 clusters Score -2711530 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -2711547.500000 Penalty: 3239.603516
	Iteration 31Q: 3 clusters Score -2711548 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2711569.250000 Penalty: 3239.603516
	Iteration 32Q: 3 clusters Score -2711569 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -2711588.500000 Penalty: 3239.603516
	Iteration 33Q: 3 clusters Score -2711588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -2711603.250000 Penalty: 3239.603516
	Iteration 34Q: 3 clusters Score -2711603 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -2711611.750000 Penalty: 3239.603516
	Iteration 35Q: 3 clusters Score -2711612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -2711621.000000 Penalty: 3239.603516
	Iteration 36Q: 3 clusters Score -2711621 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -2711631.250000 Penalty: 3239.603516
	Iteration 37Q: 3 clusters Score -2711631 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -2711642.250000 Penalty: 3239.603516
	Iteration 38Q: 3 clusters Score -2711642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -2711651.250000 Penalty: 3239.603516
	Iteration 39Q: 3 clusters Score -2711651 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -2711662.500000 Penalty: 3239.603516
	Iteration 40F: 3 clusters Score -2711662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -2711671.500000 Penalty: 3239.603516
	Iteration 41Q: 3 clusters Score -2711672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -2711679.000000 Penalty: 3239.603516
	Iteration 42Q: 3 clusters Score -2711679 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -2711691.000000 Penalty: 3239.603516
	Iteration 43Q: 3 clusters Score -2711691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -2711697.250000 Penalty: 3239.603516
	Iteration 44Q: 3 clusters Score -2711697 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -2711708.750000 Penalty: 3239.603516
	Iteration 45Q: 3 clusters Score -2711709 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -2711711.750000 Penalty: 3239.603516
	Iteration 46Q: 3 clusters Score -2711712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -2711722.000000 Penalty: 3239.603516
	Iteration 47Q: 3 clusters Score -2711722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2711728.500000 Penalty: 3239.603516
	Iteration 48Q: 3 clusters Score -2711728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -2711739.500000 Penalty: 3239.603516
	Iteration 49Q: 3 clusters Score -2711740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -2711744.500000 Penalty: 3239.603516
	Iteration 50Q: 3 clusters Score -2711744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -2711745.500000 Penalty: 3239.603516
	Iteration 51Q: 3 clusters Score -2711746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -2711750.500000 Penalty: 3239.603516
	Iteration 52Q: 3 clusters Score -2711750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -2711758.750000 Penalty: 3239.603516
	Iteration 53Q: 3 clusters Score -2711759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -2711757.250000 Penalty: 3239.603516
	Iteration 54Q: 3 clusters Score -2711757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -2711760.500000 Penalty: 3239.603516
	Iteration 55Q: 3 clusters Score -2711760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -2711771.750000 Penalty: 3239.603516
	Iteration 56Q: 3 clusters Score -2711772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -2711776.250000 Penalty: 3239.603516
	Iteration 57Q: 3 clusters Score -2711776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2711779.750000 Penalty: 3239.603516
	Iteration 58Q: 3 clusters Score -2711780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -2711778.750000 Penalty: 3239.603516
	Iteration 59Q: 3 clusters Score -2711779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -2711775.750000 Penalty: 3239.603516
	Iteration 60F: 3 clusters Score -2711776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2711780.500000 Penalty: 3239.603516
	Iteration 61Q: 3 clusters Score -2711780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -2711779.000000 Penalty: 3239.603516
	Iteration 62Q: 3 clusters Score -2711779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -2711778.250000 Penalty: 3239.603516
	Iteration 63Q: 3 clusters Score -2711778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -2711783.250000 Penalty: 3239.603516
	Iteration 64Q: 3 clusters Score -2711783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -2711780.500000 Penalty: 3239.603516
	Iteration 65Q: 3 clusters Score -2711780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -2711787.250000 Penalty: 3239.603516
	Iteration 66Q: 3 clusters Score -2711787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2711790.250000 Penalty: 3239.603516
	Iteration 67Q: 3 clusters Score -2711790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -2711790.250000 Penalty: 3239.603516
	Iteration 68Q: 3 clusters Score -2711790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -2711788.500000 Penalty: 3239.603516
	Iteration 69Q: 3 clusters Score -2711788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2711790.500000 Penalty: 3239.603516
	Iteration 70Q: 3 clusters Score -2711790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -2711792.000000 Penalty: 3239.603516
	Iteration 71Q: 3 clusters Score -2711792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -2711792.250000 Penalty: 3239.603516
	Iteration 72Q: 3 clusters Score -2711792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -2711795.750000 Penalty: 3239.603516
	Iteration 73Q: 3 clusters Score -2711796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -2711791.000000 Penalty: 3239.603516
	Iteration 74Q: 3 clusters Score -2711791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -2711793.500000 Penalty: 3239.603516
	Iteration 75Q: 3 clusters Score -2711794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -2711795.250000 Penalty: 3239.603516
	Iteration 76Q: 3 clusters Score -2711795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -2711796.000000 Penalty: 3239.603516
	Iteration 77Q: 3 clusters Score -2711796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -2711794.750000 Penalty: 3239.603516
	Iteration 78Q: 3 clusters Score -2711795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -2711794.000000 Penalty: 3239.603516
	Iteration 79Q: 3 clusters Score -2711794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -2711793.250000 Penalty: 3239.603516
	Iteration 80F: 3 clusters Score -2711793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (25194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Entering Unmasked Estep 
Score: -3169484.250000 Penalty: 1646.833740
	Iteration 0F: 2 clusters Score -3169484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -3152439.250000 Penalty: 3293.667480
	Iteration 0F: 3 clusters Score -3152439 nChanged 11571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -3158855.750000 Penalty: 3293.667480
	Iteration 1F: 3 clusters Score -3158856 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -3159238.250000 Penalty: 3293.667480
	Iteration 2Q: 3 clusters Score -3159238 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -3159629.000000 Penalty: 3293.667480
	Iteration 3Q: 3 clusters Score -3159629 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -3160059.750000 Penalty: 3293.667480
	Iteration 4Q: 3 clusters Score -3160060 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -3160643.750000 Penalty: 3293.667480
	Iteration 5Q: 3 clusters Score -3160644 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -3161388.000000 Penalty: 3293.667480
	Iteration 6Q: 3 clusters Score -3161388 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -3162405.250000 Penalty: 3293.667480
	Iteration 7F: 3 clusters Score -3162405 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -3163592.000000 Penalty: 3293.667480
	Iteration 8F: 3 clusters Score -3163592 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -3164567.500000 Penalty: 3293.667480
	Iteration 9F: 3 clusters Score -3164568 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -3165136.250000 Penalty: 3293.667480
	Iteration 10Q: 3 clusters Score -3165136 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -3165416.000000 Penalty: 3293.667480
	Iteration 11Q: 3 clusters Score -3165416 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -3165577.000000 Penalty: 3293.667480
	Iteration 12Q: 3 clusters Score -3165577 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -3165693.000000 Penalty: 3293.667480
	Iteration 13Q: 3 clusters Score -3165693 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -3165826.000000 Penalty: 3293.667480
	Iteration 14Q: 3 clusters Score -3165826 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -3165936.750000 Penalty: 3293.667480
	Iteration 15Q: 3 clusters Score -3165937 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -3166036.000000 Penalty: 3293.667480
	Iteration 16Q: 3 clusters Score -3166036 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -3166123.250000 Penalty: 3293.667480
	Iteration 17Q: 3 clusters Score -3166123 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -3166215.000000 Penalty: 3293.667480
	Iteration 18Q: 3 clusters Score -3166215 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -3166298.500000 Penalty: 3293.667480
	Iteration 19Q: 3 clusters Score -3166298 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -3166352.500000 Penalty: 3293.667480
	Iteration 20F: 3 clusters Score -3166352 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -3166410.000000 Penalty: 3293.667480
	Iteration 21Q: 3 clusters Score -3166410 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -3166446.250000 Penalty: 3293.667480
	Iteration 22Q: 3 clusters Score -3166446 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -3166479.000000 Penalty: 3293.667480
	Iteration 23Q: 3 clusters Score -3166479 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -3166506.500000 Penalty: 3293.667480
	Iteration 24Q: 3 clusters Score -3166506 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -3166551.500000 Penalty: 3293.667480
	Iteration 25Q: 3 clusters Score -3166552 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -3166582.750000 Penalty: 3293.667480
	Iteration 26Q: 3 clusters Score -3166583 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -3166611.250000 Penalty: 3293.667480
	Iteration 27Q: 3 clusters Score -3166611 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -3166643.250000 Penalty: 3293.667480
	Iteration 28Q: 3 clusters Score -3166643 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -3166661.000000 Penalty: 3293.667480
	Iteration 29Q: 3 clusters Score -3166661 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -3166695.500000 Penalty: 3293.667480
	Iteration 30Q: 3 clusters Score -3166696 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -3166729.000000 Penalty: 3293.667480
	Iteration 31Q: 3 clusters Score -3166729 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -3166753.500000 Penalty: 3293.667480
	Iteration 32Q: 3 clusters Score -3166754 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -3166798.000000 Penalty: 3293.667480
	Iteration 33Q: 3 clusters Score -3166798 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -3166836.000000 Penalty: 3293.667480
	Iteration 34Q: 3 clusters Score -3166836 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -3166885.750000 Penalty: 3293.667480
	Iteration 35Q: 3 clusters Score -3166886 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -3166944.000000 Penalty: 3293.667480
	Iteration 36Q: 3 clusters Score -3166944 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -3166999.750000 Penalty: 3293.667480
	Iteration 37Q: 3 clusters Score -3167000 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -3167030.500000 Penalty: 3293.667480
	Iteration 38Q: 3 clusters Score -3167030 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -3167078.500000 Penalty: 3293.667480
	Iteration 39Q: 3 clusters Score -3167078 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -3167114.000000 Penalty: 3293.667480
	Iteration 40F: 3 clusters Score -3167114 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -3167166.250000 Penalty: 3293.667480
	Iteration 41Q: 3 clusters Score -3167166 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -3167182.750000 Penalty: 3293.667480
	Iteration 42Q: 3 clusters Score -3167183 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -3167215.000000 Penalty: 3293.667480
	Iteration 43Q: 3 clusters Score -3167215 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -3167226.750000 Penalty: 3293.667480
	Iteration 44Q: 3 clusters Score -3167227 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -3167239.000000 Penalty: 3293.667480
	Iteration 45Q: 3 clusters Score -3167239 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -3167256.500000 Penalty: 3293.667480
	Iteration 46Q: 3 clusters Score -3167256 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -3167275.000000 Penalty: 3293.667480
	Iteration 47Q: 3 clusters Score -3167275 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -3167294.250000 Penalty: 3293.667480
	Iteration 48Q: 3 clusters Score -3167294 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -3167322.750000 Penalty: 3293.667480
	Iteration 49Q: 3 clusters Score -3167323 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -3167319.250000 Penalty: 3293.667480
	Iteration 50Q: 3 clusters Score -3167319 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -3167339.500000 Penalty: 3293.667480
	Iteration 51Q: 3 clusters Score -3167340 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -3167358.250000 Penalty: 3293.667480
	Iteration 52Q: 3 clusters Score -3167358 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -3167367.500000 Penalty: 3293.667480
	Iteration 53Q: 3 clusters Score -3167368 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -3167370.500000 Penalty: 3293.667480
	Iteration 54Q: 3 clusters Score -3167370 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -3167380.250000 Penalty: 3293.667480
	Iteration 55Q: 3 clusters Score -3167380 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -3167392.750000 Penalty: 3293.667480
	Iteration 56Q: 3 clusters Score -3167393 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -3167396.750000 Penalty: 3293.667480
	Iteration 57Q: 3 clusters Score -3167397 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -3167407.500000 Penalty: 3293.667480
	Iteration 58Q: 3 clusters Score -3167408 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -3167427.500000 Penalty: 3293.667480
	Iteration 59Q: 3 clusters Score -3167428 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -3167442.000000 Penalty: 3293.667480
	Iteration 60F: 3 clusters Score -3167442 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -3167463.500000 Penalty: 3293.667480
	Iteration 61Q: 3 clusters Score -3167464 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -3167485.250000 Penalty: 3293.667480
	Iteration 62Q: 3 clusters Score -3167485 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -3167506.000000 Penalty: 3293.667480
	Iteration 63Q: 3 clusters Score -3167506 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -3167517.500000 Penalty: 3293.667480
	Iteration 64Q: 3 clusters Score -3167518 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -3167528.000000 Penalty: 3293.667480
	Iteration 65Q: 3 clusters Score -3167528 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -3167552.250000 Penalty: 3293.667480
	Iteration 66Q: 3 clusters Score -3167552 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -3167564.500000 Penalty: 3293.667480
	Iteration 67Q: 3 clusters Score -3167564 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -3167572.500000 Penalty: 3293.667480
	Iteration 68Q: 3 clusters Score -3167572 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -3167574.750000 Penalty: 3293.667480
	Iteration 69Q: 3 clusters Score -3167575 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -3167581.750000 Penalty: 3293.667480
	Iteration 70Q: 3 clusters Score -3167582 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -3167592.750000 Penalty: 3293.667480
	Iteration 71Q: 3 clusters Score -3167593 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -3167606.750000 Penalty: 3293.667480
	Iteration 72Q: 3 clusters Score -3167607 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -3167625.250000 Penalty: 3293.667480
	Iteration 73Q: 3 clusters Score -3167625 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -3167637.000000 Penalty: 3293.667480
	Iteration 74Q: 3 clusters Score -3167637 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -3167651.750000 Penalty: 3293.667480
	Iteration 75Q: 3 clusters Score -3167652 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -3167665.250000 Penalty: 3293.667480
	Iteration 76Q: 3 clusters Score -3167665 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -3167681.750000 Penalty: 3293.667480
	Iteration 77Q: 3 clusters Score -3167682 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -3167688.000000 Penalty: 3293.667480
	Iteration 78Q: 3 clusters Score -3167688 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -3167694.750000 Penalty: 3293.667480
	Iteration 79Q: 3 clusters Score -3167695 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -3167697.250000 Penalty: 3293.667480
	Iteration 80F: 3 clusters Score -3167697 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -3167705.500000 Penalty: 3293.667480
	Iteration 81Q: 3 clusters Score -3167706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -3167711.000000 Penalty: 3293.667480
	Iteration 82Q: 3 clusters Score -3167711 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -3167721.500000 Penalty: 3293.667480
	Iteration 83Q: 3 clusters Score -3167722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -3167727.000000 Penalty: 3293.667480
	Iteration 84Q: 3 clusters Score -3167727 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -3167743.500000 Penalty: 3293.667480
	Iteration 85Q: 3 clusters Score -3167744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -3167735.000000 Penalty: 3293.667480
	Iteration 86Q: 3 clusters Score -3167735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -3167737.250000 Penalty: 3293.667480
	Iteration 87Q: 3 clusters Score -3167737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -3167734.000000 Penalty: 3293.667480
	Iteration 88Q: 3 clusters Score -3167734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -3167735.750000 Penalty: 3293.667480
	Iteration 89Q: 3 clusters Score -3167736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -3167736.000000 Penalty: 3293.667480
	Iteration 90Q: 3 clusters Score -3167736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -3167741.750000 Penalty: 3293.667480
	Iteration 91Q: 3 clusters Score -3167742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -3167737.250000 Penalty: 3293.667480
	Iteration 92Q: 3 clusters Score -3167737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -3167738.500000 Penalty: 3293.667480
	Iteration 93Q: 3 clusters Score -3167738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -3167738.500000 Penalty: 3293.667480
	Iteration 94Q: 3 clusters Score -3167738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -3167745.250000 Penalty: 3293.667480
	Iteration 95Q: 3 clusters Score -3167745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -3167745.250000 Penalty: 3293.667480
	Iteration 96Q: 3 clusters Score -3167745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -3167744.250000 Penalty: 3293.667480
	Iteration 97Q: 3 clusters Score -3167744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -3167750.250000 Penalty: 3293.667480
	Iteration 98Q: 3 clusters Score -3167750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -3167754.500000 Penalty: 3293.667480
	Iteration 99Q: 3 clusters Score -3167754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -3167764.500000 Penalty: 3293.667480
	Iteration 100F: 3 clusters Score -3167764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -3167764.250000 Penalty: 3293.667480
	Iteration 101Q: 3 clusters Score -3167764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -3167771.500000 Penalty: 3293.667480
	Iteration 102Q: 3 clusters Score -3167772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -3167766.750000 Penalty: 3293.667480
	Iteration 103Q: 3 clusters Score -3167767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -3167774.500000 Penalty: 3293.667480
	Iteration 104Q: 3 clusters Score -3167774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -3167787.250000 Penalty: 3293.667480
	Iteration 105Q: 3 clusters Score -3167787 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -3167788.750000 Penalty: 3293.667480
	Iteration 106Q: 3 clusters Score -3167789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -3167792.000000 Penalty: 3293.667480
	Iteration 107Q: 3 clusters Score -3167792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -3167788.000000 Penalty: 3293.667480
	Iteration 108Q: 3 clusters Score -3167788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -3167790.750000 Penalty: 3293.667480
	Iteration 109Q: 3 clusters Score -3167791 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -3167788.750000 Penalty: 3293.667480
	Iteration 110Q: 3 clusters Score -3167789 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -3167792.000000 Penalty: 3293.667480
	Iteration 111Q: 3 clusters Score -3167792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -3167795.000000 Penalty: 3293.667480
	Iteration 112Q: 3 clusters Score -3167795 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -3167795.500000 Penalty: 3293.667480
	Iteration 113Q: 3 clusters Score -3167796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -3167807.000000 Penalty: 3293.667480
	Iteration 114Q: 3 clusters Score -3167807 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -3167820.750000 Penalty: 3293.667480
	Iteration 115Q: 3 clusters Score -3167821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -3167817.250000 Penalty: 3293.667480
	Iteration 116Q: 3 clusters Score -3167817 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -3167817.250000 Penalty: 3293.667480
	Iteration 117Q: 3 clusters Score -3167817 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -3167818.500000 Penalty: 3293.667480
	Iteration 118Q: 3 clusters Score -3167818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -3167826.000000 Penalty: 3293.667480
	Iteration 119Q: 3 clusters Score -3167826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -3167832.000000 Penalty: 3293.667480
	Iteration 120F: 3 clusters Score -3167832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -3167829.500000 Penalty: 3293.667480
	Iteration 121Q: 3 clusters Score -3167830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -3167839.000000 Penalty: 3293.667480
	Iteration 122Q: 3 clusters Score -3167839 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -3167841.000000 Penalty: 3293.667480
	Iteration 123Q: 3 clusters Score -3167841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -3167843.250000 Penalty: 3293.667480
	Iteration 124Q: 3 clusters Score -3167843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -3167838.500000 Penalty: 3293.667480
	Iteration 125Q: 3 clusters Score -3167838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -3167844.250000 Penalty: 3293.667480
	Iteration 126Q: 3 clusters Score -3167844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -3167844.500000 Penalty: 3293.667480
	Iteration 127Q: 3 clusters Score -3167844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -3167847.750000 Penalty: 3293.667480
	Iteration 128Q: 3 clusters Score -3167848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -3167851.750000 Penalty: 3293.667480
	Iteration 129Q: 3 clusters Score -3167852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -3167850.000000 Penalty: 3293.667480
	Iteration 130Q: 3 clusters Score -3167850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -3167848.000000 Penalty: 3293.667480
	Iteration 131Q: 3 clusters Score -3167848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -3167850.500000 Penalty: 3293.667480
	Iteration 132Q: 3 clusters Score -3167850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -3167853.000000 Penalty: 3293.667480
	Iteration 133Q: 3 clusters Score -3167853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -3167859.250000 Penalty: 3293.667480
	Iteration 134Q: 3 clusters Score -3167859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -3167860.250000 Penalty: 3293.667480
	Iteration 135Q: 3 clusters Score -3167860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -3167856.000000 Penalty: 3293.667480
	Iteration 136Q: 3 clusters Score -3167856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -3167860.250000 Penalty: 3293.667480
	Iteration 137Q: 3 clusters Score -3167860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -3167865.750000 Penalty: 3293.667480
	Iteration 138Q: 3 clusters Score -3167866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -3167868.750000 Penalty: 3293.667480
	Iteration 139Q: 3 clusters Score -3167869 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -3167864.750000 Penalty: 3293.667480
	Iteration 140F: 3 clusters Score -3167865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -3167872.000000 Penalty: 3293.667480
	Iteration 141Q: 3 clusters Score -3167872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -3167877.500000 Penalty: 3293.667480
	Iteration 142Q: 3 clusters Score -3167878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -3167872.250000 Penalty: 3293.667480
	Iteration 143Q: 3 clusters Score -3167872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -3167880.250000 Penalty: 3293.667480
	Iteration 144Q: 3 clusters Score -3167880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -3167882.750000 Penalty: 3293.667480
	Iteration 145Q: 3 clusters Score -3167883 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -3167891.000000 Penalty: 3293.667480
	Iteration 146Q: 3 clusters Score -3167891 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -3167905.750000 Penalty: 3293.667480
	Iteration 147Q: 3 clusters Score -3167906 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -3167919.500000 Penalty: 3293.667480
	Iteration 148Q: 3 clusters Score -3167920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -3167934.500000 Penalty: 3293.667480
	Iteration 149Q: 3 clusters Score -3167934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -3167941.000000 Penalty: 3293.667480
	Iteration 150Q: 3 clusters Score -3167941 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -3167956.500000 Penalty: 3293.667480
	Iteration 151Q: 3 clusters Score -3167956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -3167963.000000 Penalty: 3293.667480
	Iteration 152Q: 3 clusters Score -3167963 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -3167976.750000 Penalty: 3293.667480
	Iteration 153Q: 3 clusters Score -3167977 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -3167983.250000 Penalty: 3293.667480
	Iteration 154Q: 3 clusters Score -3167983 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -3167995.250000 Penalty: 3293.667480
	Iteration 155Q: 3 clusters Score -3167995 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -3167999.000000 Penalty: 3293.667480
	Iteration 156Q: 3 clusters Score -3167999 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -3168007.000000 Penalty: 3293.667480
	Iteration 157Q: 3 clusters Score -3168007 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -3168007.500000 Penalty: 3293.667480
	Iteration 158Q: 3 clusters Score -3168008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -3168024.500000 Penalty: 3293.667480
	Iteration 159Q: 3 clusters Score -3168024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -3168022.750000 Penalty: 3293.667480
	Iteration 160F: 3 clusters Score -3168023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -3168029.000000 Penalty: 3293.667480
	Iteration 161Q: 3 clusters Score -3168029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -3168032.750000 Penalty: 3293.667480
	Iteration 162Q: 3 clusters Score -3168033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -3168041.250000 Penalty: 3293.667480
	Iteration 163Q: 3 clusters Score -3168041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -3168041.500000 Penalty: 3293.667480
	Iteration 164Q: 3 clusters Score -3168042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -3168040.000000 Penalty: 3293.667480
	Iteration 165Q: 3 clusters Score -3168040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -3168040.250000 Penalty: 3293.667480
	Iteration 166Q: 3 clusters Score -3168040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -3168041.750000 Penalty: 3293.667480
	Iteration 167Q: 3 clusters Score -3168042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -3168049.000000 Penalty: 3293.667480
	Iteration 168Q: 3 clusters Score -3168049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -3168049.250000 Penalty: 3293.667480
	Iteration 169Q: 3 clusters Score -3168049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -3168048.750000 Penalty: 3293.667480
	Iteration 170Q: 3 clusters Score -3168049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -3168050.500000 Penalty: 3293.667480
	Iteration 171Q: 3 clusters Score -3168050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -3168050.500000 Penalty: 3293.667480
	Iteration 172F: 3 clusters Score -3168050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Entering Unmasked Estep 
Score: -1171571.750000 Penalty: 1497.069824
	Iteration 0F: 2 clusters Score -1171572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1164453.875000 Penalty: 2994.139648
	Iteration 0F: 3 clusters Score -1164454 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1166889.500000 Penalty: 2994.139648
	Iteration 1F: 3 clusters Score -1166890 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1167279.375000 Penalty: 2994.139648
	Iteration 2F: 3 clusters Score -1167279 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1167633.750000 Penalty: 2994.139648
	Iteration 3F: 3 clusters Score -1167634 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1167968.875000 Penalty: 2994.139648
	Iteration 4F: 3 clusters Score -1167969 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1168259.250000 Penalty: 2994.139648
	Iteration 5F: 3 clusters Score -1168259 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1168555.625000 Penalty: 2994.139648
	Iteration 6Q: 3 clusters Score -1168556 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1168848.000000 Penalty: 2994.139648
	Iteration 7Q: 3 clusters Score -1168848 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1169109.125000 Penalty: 2994.139648
	Iteration 8Q: 3 clusters Score -1169109 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1169332.500000 Penalty: 2994.139648
	Iteration 9Q: 3 clusters Score -1169332 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1169500.750000 Penalty: 2994.139648
	Iteration 10Q: 3 clusters Score -1169501 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1169656.625000 Penalty: 2994.139648
	Iteration 11Q: 3 clusters Score -1169657 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1169804.500000 Penalty: 2994.139648
	Iteration 12Q: 3 clusters Score -1169804 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1169903.125000 Penalty: 2994.139648
	Iteration 13Q: 3 clusters Score -1169903 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1169985.125000 Penalty: 2994.139648
	Iteration 14Q: 3 clusters Score -1169985 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1170047.125000 Penalty: 2994.139648
	Iteration 15Q: 3 clusters Score -1170047 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1170104.250000 Penalty: 2994.139648
	Iteration 16Q: 3 clusters Score -1170104 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1170154.875000 Penalty: 2994.139648
	Iteration 17Q: 3 clusters Score -1170155 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1170193.625000 Penalty: 2994.139648
	Iteration 18Q: 3 clusters Score -1170194 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1170236.750000 Penalty: 2994.139648
	Iteration 19Q: 3 clusters Score -1170237 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1170276.625000 Penalty: 2994.139648
	Iteration 20F: 3 clusters Score -1170277 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1170303.500000 Penalty: 2994.139648
	Iteration 21Q: 3 clusters Score -1170304 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1170330.250000 Penalty: 2994.139648
	Iteration 22Q: 3 clusters Score -1170330 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1170349.500000 Penalty: 2994.139648
	Iteration 23Q: 3 clusters Score -1170350 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1170358.625000 Penalty: 2994.139648
	Iteration 24Q: 3 clusters Score -1170359 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1170375.875000 Penalty: 2994.139648
	Iteration 25Q: 3 clusters Score -1170376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1170386.375000 Penalty: 2994.139648
	Iteration 26Q: 3 clusters Score -1170386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1170400.125000 Penalty: 2994.139648
	Iteration 27Q: 3 clusters Score -1170400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1170409.000000 Penalty: 2994.139648
	Iteration 28Q: 3 clusters Score -1170409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1170417.625000 Penalty: 2994.139648
	Iteration 29Q: 3 clusters Score -1170418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1170420.500000 Penalty: 2994.139648
	Iteration 30Q: 3 clusters Score -1170420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1170426.750000 Penalty: 2994.139648
	Iteration 31Q: 3 clusters Score -1170427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1170433.625000 Penalty: 2994.139648
	Iteration 32Q: 3 clusters Score -1170434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1170433.750000 Penalty: 2994.139648
	Iteration 33Q: 3 clusters Score -1170434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1170436.125000 Penalty: 2994.139648
	Iteration 34Q: 3 clusters Score -1170436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1170437.250000 Penalty: 2994.139648
	Iteration 35Q: 3 clusters Score -1170437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1170441.500000 Penalty: 2994.139648
	Iteration 36Q: 3 clusters Score -1170442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1170442.375000 Penalty: 2994.139648
	Iteration 37Q: 3 clusters Score -1170442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1170443.875000 Penalty: 2994.139648
	Iteration 38Q: 3 clusters Score -1170444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1170447.125000 Penalty: 2994.139648
	Iteration 39Q: 3 clusters Score -1170447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1170448.625000 Penalty: 2994.139648
	Iteration 40F: 3 clusters Score -1170449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Entering Unmasked Estep 
Score: -838554.437500 Penalty: 1433.651367
	Iteration 0F: 2 clusters Score -838554.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -833448.937500 Penalty: 2867.302734
	Iteration 0F: 3 clusters Score -833448.9 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -834931.062500 Penalty: 2867.302734
	Iteration 1F: 3 clusters Score -834931.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -835175.062500 Penalty: 2867.302734
	Iteration 2F: 3 clusters Score -835175.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -835356.937500 Penalty: 2867.302734
	Iteration 3F: 3 clusters Score -835356.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -835518.000000 Penalty: 2867.302734
	Iteration 4Q: 3 clusters Score -835518 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -835697.125000 Penalty: 2867.302734
	Iteration 5Q: 3 clusters Score -835697.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -835849.625000 Penalty: 2867.302734
	Iteration 6Q: 3 clusters Score -835849.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -835993.687500 Penalty: 2867.302734
	Iteration 7Q: 3 clusters Score -835993.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -836129.000000 Penalty: 2867.302734
	Iteration 8Q: 3 clusters Score -836129 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -836253.000000 Penalty: 2867.302734
	Iteration 9Q: 3 clusters Score -836253 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -836383.750000 Penalty: 2867.302734
	Iteration 10Q: 3 clusters Score -836383.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -836497.625000 Penalty: 2867.302734
	Iteration 11Q: 3 clusters Score -836497.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -836598.500000 Penalty: 2867.302734
	Iteration 12Q: 3 clusters Score -836598.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -836687.687500 Penalty: 2867.302734
	Iteration 13Q: 3 clusters Score -836687.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -836809.687500 Penalty: 2867.302734
	Iteration 14Q: 3 clusters Score -836809.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -836996.875000 Penalty: 2867.302734
	Iteration 15Q: 3 clusters Score -836996.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -837209.750000 Penalty: 2867.302734
	Iteration 16Q: 3 clusters Score -837209.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -837364.937500 Penalty: 2867.302734
	Iteration 17Q: 3 clusters Score -837364.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -837490.500000 Penalty: 2867.302734
	Iteration 18Q: 3 clusters Score -837490.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -837593.625000 Penalty: 2867.302734
	Iteration 19Q: 3 clusters Score -837593.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -837675.312500 Penalty: 2867.302734
	Iteration 20F: 3 clusters Score -837675.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -837727.812500 Penalty: 2867.302734
	Iteration 21Q: 3 clusters Score -837727.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -837772.312500 Penalty: 2867.302734
	Iteration 22Q: 3 clusters Score -837772.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -837808.125000 Penalty: 2867.302734
	Iteration 23Q: 3 clusters Score -837808.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -837832.375000 Penalty: 2867.302734
	Iteration 24Q: 3 clusters Score -837832.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -837852.500000 Penalty: 2867.302734
	Iteration 25Q: 3 clusters Score -837852.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -837864.250000 Penalty: 2867.302734
	Iteration 26Q: 3 clusters Score -837864.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -837871.250000 Penalty: 2867.302734
	Iteration 27Q: 3 clusters Score -837871.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -837875.562500 Penalty: 2867.302734
	Iteration 28Q: 3 clusters Score -837875.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -837882.625000 Penalty: 2867.302734
	Iteration 29Q: 3 clusters Score -837882.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -837888.187500 Penalty: 2867.302734
	Iteration 30Q: 3 clusters Score -837888.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -837894.812500 Penalty: 2867.302734
	Iteration 31Q: 3 clusters Score -837894.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -837901.437500 Penalty: 2867.302734
	Iteration 32Q: 3 clusters Score -837901.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -837909.875000 Penalty: 2867.302734
	Iteration 33Q: 3 clusters Score -837909.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -837915.000000 Penalty: 2867.302734
	Iteration 34Q: 3 clusters Score -837915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -837917.687500 Penalty: 2867.302734
	Iteration 35Q: 3 clusters Score -837917.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -837922.875000 Penalty: 2867.302734
	Iteration 36Q: 3 clusters Score -837922.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -837923.250000 Penalty: 2867.302734
	Iteration 37Q: 3 clusters Score -837923.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -837924.187500 Penalty: 2867.302734
	Iteration 38Q: 3 clusters Score -837924.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -837925.875000 Penalty: 2867.302734
	Iteration 39Q: 3 clusters Score -837925.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -837924.875000 Penalty: 2867.302734
	Iteration 40F: 3 clusters Score -837924.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -837925.062500 Penalty: 2867.302734
	Iteration 41Q: 3 clusters Score -837925.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -837924.625000 Penalty: 2867.302734
	Iteration 42Q: 3 clusters Score -837924.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -837928.312500 Penalty: 2867.302734
	Iteration 43Q: 3 clusters Score -837928.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -837929.750000 Penalty: 2867.302734
	Iteration 44Q: 3 clusters Score -837929.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -837928.937500 Penalty: 2867.302734
	Iteration 45Q: 3 clusters Score -837928.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -837930.500000 Penalty: 2867.302734
	Iteration 46Q: 3 clusters Score -837930.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -837931.437500 Penalty: 2867.302734
	Iteration 47Q: 3 clusters Score -837931.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -837932.625000 Penalty: 2867.302734
	Iteration 48Q: 3 clusters Score -837932.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -837931.875000 Penalty: 2867.302734
	Iteration 49Q: 3 clusters Score -837931.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -837931.875000 Penalty: 2867.302734
	Iteration 50F: 3 clusters Score -837931.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Entering Unmasked Estep 
Score: -107266.914062 Penalty: 1114.346069
	Iteration 0F: 2 clusters Score -107266.9 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 460 members 
Entering Unmasked Estep 
Score: -105884.289062 Penalty: 2228.692139
	Iteration 0F: 3 clusters Score -105884.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -106352.593750 Penalty: 2228.692139
	Iteration 1F: 3 clusters Score -106352.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -106879.812500 Penalty: 2228.692139
	Iteration 2F: 3 clusters Score -106879.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -107202.992188 Penalty: 2228.692139
	Iteration 3F: 3 clusters Score -107203 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -107322.289062 Penalty: 2228.692139
	Iteration 4F: 3 clusters Score -107322.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -107360.648438 Penalty: 2228.692139
	Iteration 5Q: 3 clusters Score -107360.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -107369.460938 Penalty: 2228.692139
	Iteration 6Q: 3 clusters Score -107369.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -107371.484375 Penalty: 2228.692139
	Iteration 7Q: 3 clusters Score -107371.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -107372.367188 Penalty: 2228.692139
	Iteration 8Q: 3 clusters Score -107372.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -107372.367188 Penalty: 2228.692139
	Iteration 9F: 3 clusters Score -107372.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21333 members 
Mstep: Class 4 contains 25194 members 
Mstep: Class 5 contains 10024 members 
Mstep: Class 6 contains 6785 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 4925 members 
Mstep: Class 9 contains 4606 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 13746 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36699 members 
Mstep: Class 14 contains 55608 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 8745 members 
Mstep: Class 17 contains 107845 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9733 members 
Mstep: Class 20 contains 53817 members 
Mstep: Class 21 contains 6674 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69208 members 
Mstep: Class 24 contains 97104 members 
Mstep: Class 25 contains 69961 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102504 members 
Mstep: Class 29 contains 4759 members 
Mstep: Class 30 contains 75625 members 
Mstep: Class 31 contains 93359 members 
Mstep: Class 32 contains 3122 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9497 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 474 members 
Mstep: Class 40 contains 636 members 
Entering Unmasked Estep 
Score: -111773760.000000 Penalty: 89247.812500
Splitting cluster 7 changes total score from -111774888.000000 to -111773760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (4925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Entering Unmasked Estep 
Score: -565347.687500 Penalty: 1381.588013
	Iteration 0F: 2 clusters Score -565347.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -561508.312500 Penalty: 2763.176025
	Iteration 0F: 3 clusters Score -561508.3 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -562864.625000 Penalty: 2763.176025
	Iteration 1F: 3 clusters Score -562864.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -563155.937500 Penalty: 2763.176025
	Iteration 2F: 3 clusters Score -563155.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -563437.437500 Penalty: 2763.176025
	Iteration 3F: 3 clusters Score -563437.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -563702.500000 Penalty: 2763.176025
	Iteration 4F: 3 clusters Score -563702.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -563916.500000 Penalty: 2763.176025
	Iteration 5F: 3 clusters Score -563916.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -564085.125000 Penalty: 2763.176025
	Iteration 6Q: 3 clusters Score -564085.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -564226.312500 Penalty: 2763.176025
	Iteration 7Q: 3 clusters Score -564226.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -564344.875000 Penalty: 2763.176025
	Iteration 8Q: 3 clusters Score -564344.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -564490.375000 Penalty: 2763.176025
	Iteration 9Q: 3 clusters Score -564490.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -564637.437500 Penalty: 2763.176025
	Iteration 10Q: 3 clusters Score -564637.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -564721.750000 Penalty: 2763.176025
	Iteration 11Q: 3 clusters Score -564721.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -564785.000000 Penalty: 2763.176025
	Iteration 12Q: 3 clusters Score -564785 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -564817.562500 Penalty: 2763.176025
	Iteration 13Q: 3 clusters Score -564817.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -564837.937500 Penalty: 2763.176025
	Iteration 14Q: 3 clusters Score -564837.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -564869.312500 Penalty: 2763.176025
	Iteration 15Q: 3 clusters Score -564869.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -564895.187500 Penalty: 2763.176025
	Iteration 16Q: 3 clusters Score -564895.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -564915.062500 Penalty: 2763.176025
	Iteration 17Q: 3 clusters Score -564915.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -564940.375000 Penalty: 2763.176025
	Iteration 18Q: 3 clusters Score -564940.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -564971.625000 Penalty: 2763.176025
	Iteration 19Q: 3 clusters Score -564971.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -564996.562500 Penalty: 2763.176025
	Iteration 20F: 3 clusters Score -564996.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -565018.187500 Penalty: 2763.176025
	Iteration 21Q: 3 clusters Score -565018.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -565041.875000 Penalty: 2763.176025
	Iteration 22Q: 3 clusters Score -565041.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -565058.312500 Penalty: 2763.176025
	Iteration 23Q: 3 clusters Score -565058.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -565070.750000 Penalty: 2763.176025
	Iteration 24Q: 3 clusters Score -565070.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -565083.000000 Penalty: 2763.176025
	Iteration 25Q: 3 clusters Score -565083 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -565103.187500 Penalty: 2763.176025
	Iteration 26Q: 3 clusters Score -565103.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -565119.625000 Penalty: 2763.176025
	Iteration 27Q: 3 clusters Score -565119.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -565129.937500 Penalty: 2763.176025
	Iteration 28Q: 3 clusters Score -565129.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -565133.875000 Penalty: 2763.176025
	Iteration 29Q: 3 clusters Score -565133.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -565136.625000 Penalty: 2763.176025
	Iteration 30Q: 3 clusters Score -565136.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -565140.312500 Penalty: 2763.176025
	Iteration 31Q: 3 clusters Score -565140.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -565145.187500 Penalty: 2763.176025
	Iteration 32Q: 3 clusters Score -565145.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -565149.000000 Penalty: 2763.176025
	Iteration 33Q: 3 clusters Score -565149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -565155.937500 Penalty: 2763.176025
	Iteration 34Q: 3 clusters Score -565155.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -565162.687500 Penalty: 2763.176025
	Iteration 35Q: 3 clusters Score -565162.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -565179.250000 Penalty: 2763.176025
	Iteration 36Q: 3 clusters Score -565179.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -565224.625000 Penalty: 2763.176025
	Iteration 37Q: 3 clusters Score -565224.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -565315.750000 Penalty: 2763.176025
	Iteration 38Q: 3 clusters Score -565315.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -565393.062500 Penalty: 2763.176025
	Iteration 39Q: 3 clusters Score -565393.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -565412.812500 Penalty: 2763.176025
	Iteration 40F: 3 clusters Score -565412.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -565424.500000 Penalty: 2763.176025
	Iteration 41Q: 3 clusters Score -565424.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -565431.625000 Penalty: 2763.176025
	Iteration 42Q: 3 clusters Score -565431.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -565436.750000 Penalty: 2763.176025
	Iteration 43Q: 3 clusters Score -565436.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -565440.062500 Penalty: 2763.176025
	Iteration 44Q: 3 clusters Score -565440.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -565442.375000 Penalty: 2763.176025
	Iteration 45Q: 3 clusters Score -565442.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -565445.187500 Penalty: 2763.176025
	Iteration 46Q: 3 clusters Score -565445.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -565445.937500 Penalty: 2763.176025
	Iteration 47Q: 3 clusters Score -565445.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -565446.000000 Penalty: 2763.176025
	Iteration 48Q: 3 clusters Score -565446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -565446.187500 Penalty: 2763.176025
	Iteration 49Q: 3 clusters Score -565446.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -565447.000000 Penalty: 2763.176025
	Iteration 50Q: 3 clusters Score -565447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -565447.562500 Penalty: 2763.176025
	Iteration 51Q: 3 clusters Score -565447.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -565447.312500 Penalty: 2763.176025
	Iteration 52Q: 3 clusters Score -565447.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -565447.312500 Penalty: 2763.176025
	Iteration 53F: 3 clusters Score -565447.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21333 members 
Mstep: Class 4 contains 25194 members 
Mstep: Class 5 contains 10024 members 
Mstep: Class 6 contains 6785 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 2869 members 
Mstep: Class 9 contains 4606 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 13746 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36699 members 
Mstep: Class 14 contains 55608 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 8745 members 
Mstep: Class 17 contains 107845 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9733 members 
Mstep: Class 20 contains 53817 members 
Mstep: Class 21 contains 6674 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69208 members 
Mstep: Class 24 contains 97104 members 
Mstep: Class 25 contains 69961 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102504 members 
Mstep: Class 29 contains 4759 members 
Mstep: Class 30 contains 75625 members 
Mstep: Class 31 contains 93359 members 
Mstep: Class 32 contains 3122 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9497 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 474 members 
Mstep: Class 40 contains 2056 members 
Entering Unmasked Estep 
Score: -111774320.000000 Penalty: 89247.812500
Splitting cluster 8 changes total score from -111774888.000000 to -111774320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (4606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Entering Unmasked Estep 
Score: -557342.687500 Penalty: 1370.706177
	Iteration 0F: 2 clusters Score -557342.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -553580.312500 Penalty: 2741.412354
	Iteration 0F: 3 clusters Score -553580.3 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -554583.812500 Penalty: 2741.412354
	Iteration 1F: 3 clusters Score -554583.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -554794.500000 Penalty: 2741.412354
	Iteration 2F: 3 clusters Score -554794.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -554949.062500 Penalty: 2741.412354
	Iteration 3F: 3 clusters Score -554949.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -555069.812500 Penalty: 2741.412354
	Iteration 4F: 3 clusters Score -555069.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -555188.187500 Penalty: 2741.412354
	Iteration 5Q: 3 clusters Score -555188.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -555289.437500 Penalty: 2741.412354
	Iteration 6Q: 3 clusters Score -555289.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -555387.125000 Penalty: 2741.412354
	Iteration 7Q: 3 clusters Score -555387.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -555466.625000 Penalty: 2741.412354
	Iteration 8Q: 3 clusters Score -555466.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -555555.250000 Penalty: 2741.412354
	Iteration 9Q: 3 clusters Score -555555.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -555650.937500 Penalty: 2741.412354
	Iteration 10Q: 3 clusters Score -555650.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -555746.812500 Penalty: 2741.412354
	Iteration 11Q: 3 clusters Score -555746.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -555821.875000 Penalty: 2741.412354
	Iteration 12Q: 3 clusters Score -555821.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -555890.625000 Penalty: 2741.412354
	Iteration 13Q: 3 clusters Score -555890.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -555968.312500 Penalty: 2741.412354
	Iteration 14Q: 3 clusters Score -555968.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -556038.437500 Penalty: 2741.412354
	Iteration 15Q: 3 clusters Score -556038.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -556093.062500 Penalty: 2741.412354
	Iteration 16Q: 3 clusters Score -556093.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -556136.750000 Penalty: 2741.412354
	Iteration 17Q: 3 clusters Score -556136.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -556185.562500 Penalty: 2741.412354
	Iteration 18Q: 3 clusters Score -556185.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -556218.125000 Penalty: 2741.412354
	Iteration 19Q: 3 clusters Score -556218.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -556242.187500 Penalty: 2741.412354
	Iteration 20F: 3 clusters Score -556242.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -556268.625000 Penalty: 2741.412354
	Iteration 21Q: 3 clusters Score -556268.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -556278.937500 Penalty: 2741.412354
	Iteration 22Q: 3 clusters Score -556278.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -556284.000000 Penalty: 2741.412354
	Iteration 23Q: 3 clusters Score -556284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -556291.562500 Penalty: 2741.412354
	Iteration 24Q: 3 clusters Score -556291.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -556300.250000 Penalty: 2741.412354
	Iteration 25Q: 3 clusters Score -556300.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -556307.250000 Penalty: 2741.412354
	Iteration 26Q: 3 clusters Score -556307.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -556309.000000 Penalty: 2741.412354
	Iteration 27Q: 3 clusters Score -556309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -556316.625000 Penalty: 2741.412354
	Iteration 28Q: 3 clusters Score -556316.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -556321.812500 Penalty: 2741.412354
	Iteration 29Q: 3 clusters Score -556321.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -556325.312500 Penalty: 2741.412354
	Iteration 30Q: 3 clusters Score -556325.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -556326.500000 Penalty: 2741.412354
	Iteration 31Q: 3 clusters Score -556326.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -556330.062500 Penalty: 2741.412354
	Iteration 32Q: 3 clusters Score -556330.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -556331.625000 Penalty: 2741.412354
	Iteration 33Q: 3 clusters Score -556331.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -556331.625000 Penalty: 2741.412354
	Iteration 34F: 3 clusters Score -556331.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Entering Unmasked Estep 
Score: -174474.640625 Penalty: 1177.881958
	Iteration 0F: 2 clusters Score -174474.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -172779.625000 Penalty: 2355.763916
	Iteration 0F: 3 clusters Score -172779.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -173155.812500 Penalty: 2355.763916
	Iteration 1F: 3 clusters Score -173155.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -173315.734375 Penalty: 2355.763916
	Iteration 2F: 3 clusters Score -173315.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -173463.296875 Penalty: 2355.763916
	Iteration 3F: 3 clusters Score -173463.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -173621.546875 Penalty: 2355.763916
	Iteration 4F: 3 clusters Score -173621.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -173803.125000 Penalty: 2355.763916
	Iteration 5F: 3 clusters Score -173803.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -173987.328125 Penalty: 2355.763916
	Iteration 6F: 3 clusters Score -173987.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -174122.593750 Penalty: 2355.763916
	Iteration 7F: 3 clusters Score -174122.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -174209.437500 Penalty: 2355.763916
	Iteration 8Q: 3 clusters Score -174209.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -174257.875000 Penalty: 2355.763916
	Iteration 9Q: 3 clusters Score -174257.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -174292.687500 Penalty: 2355.763916
	Iteration 10Q: 3 clusters Score -174292.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -174327.734375 Penalty: 2355.763916
	Iteration 11Q: 3 clusters Score -174327.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -174349.937500 Penalty: 2355.763916
	Iteration 12Q: 3 clusters Score -174349.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -174357.703125 Penalty: 2355.763916
	Iteration 13Q: 3 clusters Score -174357.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -174361.140625 Penalty: 2355.763916
	Iteration 14Q: 3 clusters Score -174361.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -174361.140625 Penalty: 2355.763916
	Iteration 15F: 3 clusters Score -174361.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Entering Unmasked Estep 
Score: -1710031.875000 Penalty: 1548.381836
	Iteration 0F: 2 clusters Score -1710032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1700497.500000 Penalty: 3096.763672
	Iteration 0F: 3 clusters Score -1700498 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1704109.500000 Penalty: 3096.763672
	Iteration 1F: 3 clusters Score -1704110 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1705060.625000 Penalty: 3096.763672
	Iteration 2F: 3 clusters Score -1705061 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1706258.875000 Penalty: 3096.763672
	Iteration 3F: 3 clusters Score -1706259 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1707391.125000 Penalty: 3096.763672
	Iteration 4F: 3 clusters Score -1707391 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1708292.125000 Penalty: 3096.763672
	Iteration 5F: 3 clusters Score -1708292 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1708873.250000 Penalty: 3096.763672
	Iteration 6F: 3 clusters Score -1708873 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1709210.750000 Penalty: 3096.763672
	Iteration 7Q: 3 clusters Score -1709211 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1709390.750000 Penalty: 3096.763672
	Iteration 8Q: 3 clusters Score -1709391 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1709482.625000 Penalty: 3096.763672
	Iteration 9Q: 3 clusters Score -1709483 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1709527.250000 Penalty: 3096.763672
	Iteration 10Q: 3 clusters Score -1709527 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1709555.500000 Penalty: 3096.763672
	Iteration 11Q: 3 clusters Score -1709556 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1709584.250000 Penalty: 3096.763672
	Iteration 12Q: 3 clusters Score -1709584 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1709610.750000 Penalty: 3096.763672
	Iteration 13Q: 3 clusters Score -1709611 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1709629.625000 Penalty: 3096.763672
	Iteration 14Q: 3 clusters Score -1709630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1709639.625000 Penalty: 3096.763672
	Iteration 15Q: 3 clusters Score -1709640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1709647.875000 Penalty: 3096.763672
	Iteration 16Q: 3 clusters Score -1709648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1709651.750000 Penalty: 3096.763672
	Iteration 17Q: 3 clusters Score -1709652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1709651.250000 Penalty: 3096.763672
	Iteration 18Q: 3 clusters Score -1709651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1709658.625000 Penalty: 3096.763672
	Iteration 19Q: 3 clusters Score -1709659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1709657.500000 Penalty: 3096.763672
	Iteration 20F: 3 clusters Score -1709658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1709658.375000 Penalty: 3096.763672
	Iteration 21Q: 3 clusters Score -1709658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1709654.500000 Penalty: 3096.763672
	Iteration 22Q: 3 clusters Score -1709654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1709656.125000 Penalty: 3096.763672
	Iteration 23Q: 3 clusters Score -1709656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1709660.250000 Penalty: 3096.763672
	Iteration 24Q: 3 clusters Score -1709660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1709665.625000 Penalty: 3096.763672
	Iteration 25Q: 3 clusters Score -1709666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1709666.875000 Penalty: 3096.763672
	Iteration 26Q: 3 clusters Score -1709667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1709672.125000 Penalty: 3096.763672
	Iteration 27Q: 3 clusters Score -1709672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1709673.250000 Penalty: 3096.763672
	Iteration 28Q: 3 clusters Score -1709673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1709672.875000 Penalty: 3096.763672
	Iteration 29Q: 3 clusters Score -1709673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1709674.375000 Penalty: 3096.763672
	Iteration 30Q: 3 clusters Score -1709674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1709674.375000 Penalty: 3096.763672
	Iteration 31Q: 3 clusters Score -1709674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1709674.250000 Penalty: 3096.763672
	Iteration 32Q: 3 clusters Score -1709674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1709674.250000 Penalty: 3096.763672
	Iteration 33F: 3 clusters Score -1709674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -26884.195312 Penalty: 954.219177
	Iteration 0F: 2 clusters Score -26884.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -26037.066406 Penalty: 1908.438354
	Iteration 0F: 3 clusters Score -26037.07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26313.513672 Penalty: 1908.438354
	Iteration 1F: 3 clusters Score -26313.51 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26519.841797 Penalty: 1908.438354
	Iteration 2F: 3 clusters Score -26519.84 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26671.609375 Penalty: 1908.438354
	Iteration 3F: 3 clusters Score -26671.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -26764.367188 Penalty: 1908.438354
	Iteration 4F: 3 clusters Score -26764.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -26856.556641 Penalty: 1908.438354
	Iteration 5Q: 3 clusters Score -26856.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26948.591797 Penalty: 1908.438354
	Iteration 6Q: 3 clusters Score -26948.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -27003.371094 Penalty: 1908.438354
	Iteration 7Q: 3 clusters Score -27003.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27027.529297 Penalty: 1908.438354
	Iteration 8Q: 3 clusters Score -27027.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27038.998047 Penalty: 1908.438354
	Iteration 9Q: 3 clusters Score -27039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27055.892578 Penalty: 1908.438354
	Iteration 10Q: 3 clusters Score -27055.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27074.011719 Penalty: 1908.438354
	Iteration 11Q: 3 clusters Score -27074.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27090.134766 Penalty: 1908.438354
	Iteration 12Q: 3 clusters Score -27090.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27117.566406 Penalty: 1908.438354
	Iteration 13Q: 3 clusters Score -27117.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27121.375000 Penalty: 1908.438354
	Iteration 14Q: 3 clusters Score -27121.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27130.060547 Penalty: 1908.438354
	Iteration 15Q: 3 clusters Score -27130.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27168.429688 Penalty: 1908.438354
	Iteration 16Q: 3 clusters Score -27168.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27185.990234 Penalty: 1908.438354
	Iteration 17Q: 3 clusters Score -27185.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27210.945312 Penalty: 1908.438354
	Iteration 18Q: 3 clusters Score -27210.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27222.890625 Penalty: 1908.438354
	Iteration 19Q: 3 clusters Score -27222.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27260.447266 Penalty: 1908.438354
	Iteration 20F: 3 clusters Score -27260.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27353.259766 Penalty: 1908.438354
	Iteration 21Q: 3 clusters Score -27353.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -27432.347656 Penalty: 1908.438354
	Iteration 22Q: 3 clusters Score -27432.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27459.718750 Penalty: 1908.438354
	Iteration 23Q: 3 clusters Score -27459.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -27483.144531 Penalty: 1908.438354
	Iteration 24Q: 3 clusters Score -27483.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -27496.980469 Penalty: 1908.438354
	Iteration 25Q: 3 clusters Score -27496.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -27496.980469 Penalty: 1908.438354
	Iteration 26F: 3 clusters Score -27496.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21333 members 
Mstep: Class 4 contains 25194 members 
Mstep: Class 5 contains 10024 members 
Mstep: Class 6 contains 6785 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4925 members 
Mstep: Class 9 contains 4606 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 13746 members 
Mstep: Class 12 contains 189 members 
Mstep: Class 13 contains 36699 members 
Mstep: Class 14 contains 55608 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 8745 members 
Mstep: Class 17 contains 107845 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9733 members 
Mstep: Class 20 contains 53817 members 
Mstep: Class 21 contains 6674 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69208 members 
Mstep: Class 24 contains 97104 members 
Mstep: Class 25 contains 69961 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102504 members 
Mstep: Class 29 contains 4759 members 
Mstep: Class 30 contains 75625 members 
Mstep: Class 31 contains 93359 members 
Mstep: Class 32 contains 3122 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9497 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 474 members 
Mstep: Class 40 contains 166 members 
Entering Unmasked Estep 
Score: -111774256.000000 Penalty: 89247.812500
Splitting cluster 12 changes total score from -111774888.000000 to -111774256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (36699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Entering Unmasked Estep 
Score: -4561342.500000 Penalty: 1707.957031
	Iteration 0F: 2 clusters Score -4561342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -4536606.500000 Penalty: 3415.914062
	Iteration 0F: 3 clusters Score -4536606 nChanged 17070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -4546259.500000 Penalty: 3415.914062
	Iteration 1F: 3 clusters Score -4546260 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -4546698.000000 Penalty: 3415.914062
	Iteration 2Q: 3 clusters Score -4546698 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -4547081.000000 Penalty: 3415.914062
	Iteration 3Q: 3 clusters Score -4547081 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -4547551.000000 Penalty: 3415.914062
	Iteration 4Q: 3 clusters Score -4547551 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -4548128.500000 Penalty: 3415.914062
	Iteration 5Q: 3 clusters Score -4548128 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -4548833.000000 Penalty: 3415.914062
	Iteration 6Q: 3 clusters Score -4548833 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -4549720.000000 Penalty: 3415.914062
	Iteration 7Q: 3 clusters Score -4549720 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -4550887.000000 Penalty: 3415.914062
	Iteration 8F: 3 clusters Score -4550887 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -4552329.500000 Penalty: 3415.914062
	Iteration 9F: 3 clusters Score -4552330 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -4553950.500000 Penalty: 3415.914062
	Iteration 10F: 3 clusters Score -4553950 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -4555243.000000 Penalty: 3415.914062
	Iteration 11F: 3 clusters Score -4555243 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -4556069.000000 Penalty: 3415.914062
	Iteration 12Q: 3 clusters Score -4556069 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -4556488.000000 Penalty: 3415.914062
	Iteration 13Q: 3 clusters Score -4556488 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -4556681.000000 Penalty: 3415.914062
	Iteration 14Q: 3 clusters Score -4556681 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -4556784.500000 Penalty: 3415.914062
	Iteration 15Q: 3 clusters Score -4556784 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -4556869.500000 Penalty: 3415.914062
	Iteration 16Q: 3 clusters Score -4556870 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -4556899.500000 Penalty: 3415.914062
	Iteration 17Q: 3 clusters Score -4556900 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -4556928.000000 Penalty: 3415.914062
	Iteration 18Q: 3 clusters Score -4556928 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -4556958.000000 Penalty: 3415.914062
	Iteration 19Q: 3 clusters Score -4556958 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -4556973.000000 Penalty: 3415.914062
	Iteration 20F: 3 clusters Score -4556973 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -4556979.500000 Penalty: 3415.914062
	Iteration 21Q: 3 clusters Score -4556980 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -4556989.500000 Penalty: 3415.914062
	Iteration 22Q: 3 clusters Score -4556990 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -4557010.500000 Penalty: 3415.914062
	Iteration 23Q: 3 clusters Score -4557010 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -4556992.500000 Penalty: 3415.914062
	Iteration 24Q: 3 clusters Score -4556992 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -4556989.500000 Penalty: 3415.914062
	Iteration 25Q: 3 clusters Score -4556990 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -4556998.000000 Penalty: 3415.914062
	Iteration 26Q: 3 clusters Score -4556998 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -4557010.000000 Penalty: 3415.914062
	Iteration 27Q: 3 clusters Score -4557010 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -4557010.000000 Penalty: 3415.914062
	Iteration 28Q: 3 clusters Score -4557010 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -4557004.000000 Penalty: 3415.914062
	Iteration 29Q: 3 clusters Score -4557004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -4557008.000000 Penalty: 3415.914062
	Iteration 30Q: 3 clusters Score -4557008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -4557016.000000 Penalty: 3415.914062
	Iteration 31Q: 3 clusters Score -4557016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -4557019.500000 Penalty: 3415.914062
	Iteration 32Q: 3 clusters Score -4557020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -4557017.000000 Penalty: 3415.914062
	Iteration 33Q: 3 clusters Score -4557017 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -4557018.000000 Penalty: 3415.914062
	Iteration 34Q: 3 clusters Score -4557018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -4557023.000000 Penalty: 3415.914062
	Iteration 35Q: 3 clusters Score -4557023 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -4557020.500000 Penalty: 3415.914062
	Iteration 36Q: 3 clusters Score -4557020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -4557020.000000 Penalty: 3415.914062
	Iteration 37Q: 3 clusters Score -4557020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -4557028.500000 Penalty: 3415.914062
	Iteration 38Q: 3 clusters Score -4557028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -4557035.000000 Penalty: 3415.914062
	Iteration 39Q: 3 clusters Score -4557035 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -4557035.000000 Penalty: 3415.914062
	Iteration 40F: 3 clusters Score -4557035 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -4557028.500000 Penalty: 3415.914062
	Iteration 41Q: 3 clusters Score -4557028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -4557041.000000 Penalty: 3415.914062
	Iteration 42Q: 3 clusters Score -4557041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -4557032.500000 Penalty: 3415.914062
	Iteration 43Q: 3 clusters Score -4557032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -4557031.000000 Penalty: 3415.914062
	Iteration 44Q: 3 clusters Score -4557031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -4557028.000000 Penalty: 3415.914062
	Iteration 45Q: 3 clusters Score -4557028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -4557022.500000 Penalty: 3415.914062
	Iteration 46Q: 3 clusters Score -4557022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -4557023.500000 Penalty: 3415.914062
	Iteration 47Q: 3 clusters Score -4557024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -4557025.500000 Penalty: 3415.914062
	Iteration 48Q: 3 clusters Score -4557026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -4557022.500000 Penalty: 3415.914062
	Iteration 49Q: 3 clusters Score -4557022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -4557031.000000 Penalty: 3415.914062
	Iteration 50Q: 3 clusters Score -4557031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -4557024.500000 Penalty: 3415.914062
	Iteration 51Q: 3 clusters Score -4557024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -4557021.500000 Penalty: 3415.914062
	Iteration 52Q: 3 clusters Score -4557022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -4557024.500000 Penalty: 3415.914062
	Iteration 53Q: 3 clusters Score -4557024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -4557029.000000 Penalty: 3415.914062
	Iteration 54Q: 3 clusters Score -4557029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -4557029.500000 Penalty: 3415.914062
	Iteration 55Q: 3 clusters Score -4557030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -4557023.500000 Penalty: 3415.914062
	Iteration 56Q: 3 clusters Score -4557024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -4557026.000000 Penalty: 3415.914062
	Iteration 57Q: 3 clusters Score -4557026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -4557028.500000 Penalty: 3415.914062
	Iteration 58Q: 3 clusters Score -4557028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -4557031.500000 Penalty: 3415.914062
	Iteration 59Q: 3 clusters Score -4557032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -4557039.000000 Penalty: 3415.914062
	Iteration 60F: 3 clusters Score -4557039 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -4557049.500000 Penalty: 3415.914062
	Iteration 61Q: 3 clusters Score -4557050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -4557048.000000 Penalty: 3415.914062
	Iteration 62Q: 3 clusters Score -4557048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -4557047.000000 Penalty: 3415.914062
	Iteration 63Q: 3 clusters Score -4557047 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -4557044.500000 Penalty: 3415.914062
	Iteration 64Q: 3 clusters Score -4557044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -4557041.500000 Penalty: 3415.914062
	Iteration 65Q: 3 clusters Score -4557042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -4557034.500000 Penalty: 3415.914062
	Iteration 66Q: 3 clusters Score -4557034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -4557036.000000 Penalty: 3415.914062
	Iteration 67Q: 3 clusters Score -4557036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -4557036.500000 Penalty: 3415.914062
	Iteration 68Q: 3 clusters Score -4557036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -4557041.500000 Penalty: 3415.914062
	Iteration 69Q: 3 clusters Score -4557042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -4557046.000000 Penalty: 3415.914062
	Iteration 70Q: 3 clusters Score -4557046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -4557043.500000 Penalty: 3415.914062
	Iteration 71Q: 3 clusters Score -4557044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -4557043.000000 Penalty: 3415.914062
	Iteration 72Q: 3 clusters Score -4557043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -4557048.000000 Penalty: 3415.914062
	Iteration 73Q: 3 clusters Score -4557048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -4557046.500000 Penalty: 3415.914062
	Iteration 74Q: 3 clusters Score -4557046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -4557044.500000 Penalty: 3415.914062
	Iteration 75Q: 3 clusters Score -4557044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -4557050.000000 Penalty: 3415.914062
	Iteration 76Q: 3 clusters Score -4557050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -4557052.000000 Penalty: 3415.914062
	Iteration 77Q: 3 clusters Score -4557052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -4557049.000000 Penalty: 3415.914062
	Iteration 78Q: 3 clusters Score -4557049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -4557050.000000 Penalty: 3415.914062
	Iteration 79Q: 3 clusters Score -4557050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -4557052.500000 Penalty: 3415.914062
	Iteration 80F: 3 clusters Score -4557052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -4557049.000000 Penalty: 3415.914062
	Iteration 81Q: 3 clusters Score -4557049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -4557052.000000 Penalty: 3415.914062
	Iteration 82Q: 3 clusters Score -4557052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -4557053.000000 Penalty: 3415.914062
	Iteration 83Q: 3 clusters Score -4557053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -4557053.500000 Penalty: 3415.914062
	Iteration 84Q: 3 clusters Score -4557054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -4557054.000000 Penalty: 3415.914062
	Iteration 85Q: 3 clusters Score -4557054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -4557053.500000 Penalty: 3415.914062
	Iteration 86Q: 3 clusters Score -4557054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -4557053.000000 Penalty: 3415.914062
	Iteration 87Q: 3 clusters Score -4557053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -4557053.000000 Penalty: 3415.914062
	Iteration 88F: 3 clusters Score -4557053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (55608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55608 members 
Entering Unmasked Estep 
Score: -6742446.500000 Penalty: 1775.488403
	Iteration 0F: 2 clusters Score -6742446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -6705479.000000 Penalty: 3550.976807
	Iteration 0F: 3 clusters Score -6705479 nChanged 25974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -6720550.000000 Penalty: 3550.976807
	Iteration 1F: 3 clusters Score -6720550 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -6721528.500000 Penalty: 3550.976807
	Iteration 2Q: 3 clusters Score -6721528 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -6722957.500000 Penalty: 3550.976807
	Iteration 3F: 3 clusters Score -6722958 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -6724945.500000 Penalty: 3550.976807
	Iteration 4F: 3 clusters Score -6724946 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -6727193.000000 Penalty: 3550.976807
	Iteration 5F: 3 clusters Score -6727193 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -6729235.000000 Penalty: 3550.976807
	Iteration 6F: 3 clusters Score -6729235 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -6730917.500000 Penalty: 3550.976807
	Iteration 7F: 3 clusters Score -6730918 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -6732277.000000 Penalty: 3550.976807
	Iteration 8Q: 3 clusters Score -6732277 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -6733541.000000 Penalty: 3550.976807
	Iteration 9Q: 3 clusters Score -6733541 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -6735021.000000 Penalty: 3550.976807
	Iteration 10Q: 3 clusters Score -6735021 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -6736876.500000 Penalty: 3550.976807
	Iteration 11Q: 3 clusters Score -6736876 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 46007 members 
Entering Unmasked Estep 
Score: -6738676.000000 Penalty: 3550.976807
	Iteration 12Q: 3 clusters Score -6738676 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -6739711.500000 Penalty: 3550.976807
	Iteration 13Q: 3 clusters Score -6739712 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -6740361.500000 Penalty: 3550.976807
	Iteration 14Q: 3 clusters Score -6740362 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -6740754.500000 Penalty: 3550.976807
	Iteration 15Q: 3 clusters Score -6740754 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -6741038.000000 Penalty: 3550.976807
	Iteration 16Q: 3 clusters Score -6741038 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 49760 members 
Entering Unmasked Estep 
Score: -6741168.500000 Penalty: 3550.976807
	Iteration 17Q: 3 clusters Score -6741168 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
Score: -6741279.500000 Penalty: 3550.976807
	Iteration 18Q: 3 clusters Score -6741280 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 50432 members 
Entering Unmasked Estep 
Score: -6741389.000000 Penalty: 3550.976807
	Iteration 19Q: 3 clusters Score -6741389 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -6741449.500000 Penalty: 3550.976807
	Iteration 20F: 3 clusters Score -6741450 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 50866 members 
Entering Unmasked Estep 
Score: -6741484.500000 Penalty: 3550.976807
	Iteration 21Q: 3 clusters Score -6741484 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 51057 members 
Entering Unmasked Estep 
Score: -6741537.500000 Penalty: 3550.976807
	Iteration 22Q: 3 clusters Score -6741538 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 51218 members 
Entering Unmasked Estep 
Score: -6741562.500000 Penalty: 3550.976807
	Iteration 23Q: 3 clusters Score -6741562 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 51351 members 
Entering Unmasked Estep 
Score: -6741594.500000 Penalty: 3550.976807
	Iteration 24Q: 3 clusters Score -6741594 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 51488 members 
Entering Unmasked Estep 
Score: -6741630.000000 Penalty: 3550.976807
	Iteration 25Q: 3 clusters Score -6741630 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 51621 members 
Entering Unmasked Estep 
Score: -6741668.000000 Penalty: 3550.976807
	Iteration 26Q: 3 clusters Score -6741668 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 51742 members 
Entering Unmasked Estep 
Score: -6741696.500000 Penalty: 3550.976807
	Iteration 27Q: 3 clusters Score -6741696 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 51839 members 
Entering Unmasked Estep 
Score: -6741697.500000 Penalty: 3550.976807
	Iteration 28Q: 3 clusters Score -6741698 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 51912 members 
Entering Unmasked Estep 
Score: -6741709.500000 Penalty: 3550.976807
	Iteration 29Q: 3 clusters Score -6741710 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -6741713.000000 Penalty: 3550.976807
	Iteration 30Q: 3 clusters Score -6741713 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -6741732.500000 Penalty: 3550.976807
	Iteration 31Q: 3 clusters Score -6741732 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 52075 members 
Entering Unmasked Estep 
Score: -6741748.000000 Penalty: 3550.976807
	Iteration 32Q: 3 clusters Score -6741748 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 52128 members 
Entering Unmasked Estep 
Score: -6741754.000000 Penalty: 3550.976807
	Iteration 33Q: 3 clusters Score -6741754 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 52173 members 
Entering Unmasked Estep 
Score: -6741738.000000 Penalty: 3550.976807
	Iteration 34Q: 3 clusters Score -6741738 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 52217 members 
Entering Unmasked Estep 
Score: -6741752.500000 Penalty: 3550.976807
	Iteration 35Q: 3 clusters Score -6741752 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 52255 members 
Entering Unmasked Estep 
Score: -6741758.000000 Penalty: 3550.976807
	Iteration 36Q: 3 clusters Score -6741758 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 52297 members 
Entering Unmasked Estep 
Score: -6741765.000000 Penalty: 3550.976807
	Iteration 37Q: 3 clusters Score -6741765 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 52336 members 
Entering Unmasked Estep 
Score: -6741766.500000 Penalty: 3550.976807
	Iteration 38Q: 3 clusters Score -6741766 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -6741772.000000 Penalty: 3550.976807
	Iteration 39Q: 3 clusters Score -6741772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 52398 members 
Entering Unmasked Estep 
Score: -6741764.000000 Penalty: 3550.976807
	Iteration 40F: 3 clusters Score -6741764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 52426 members 
Entering Unmasked Estep 
Score: -6741765.500000 Penalty: 3550.976807
	Iteration 41Q: 3 clusters Score -6741766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 52455 members 
Entering Unmasked Estep 
Score: -6741772.500000 Penalty: 3550.976807
	Iteration 42Q: 3 clusters Score -6741772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 52481 members 
Entering Unmasked Estep 
Score: -6741771.500000 Penalty: 3550.976807
	Iteration 43Q: 3 clusters Score -6741772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 52503 members 
Entering Unmasked Estep 
Score: -6741778.000000 Penalty: 3550.976807
	Iteration 44Q: 3 clusters Score -6741778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 52526 members 
Entering Unmasked Estep 
Score: -6741765.500000 Penalty: 3550.976807
	Iteration 45Q: 3 clusters Score -6741766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 52553 members 
Entering Unmasked Estep 
Score: -6741775.500000 Penalty: 3550.976807
	Iteration 46Q: 3 clusters Score -6741776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -6741774.500000 Penalty: 3550.976807
	Iteration 47Q: 3 clusters Score -6741774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
Score: -6741775.500000 Penalty: 3550.976807
	Iteration 48Q: 3 clusters Score -6741776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 52590 members 
Entering Unmasked Estep 
Score: -6741773.000000 Penalty: 3550.976807
	Iteration 49Q: 3 clusters Score -6741773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 52601 members 
Entering Unmasked Estep 
Score: -6741777.500000 Penalty: 3550.976807
	Iteration 50Q: 3 clusters Score -6741778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 52608 members 
Entering Unmasked Estep 
Score: -6741774.000000 Penalty: 3550.976807
	Iteration 51Q: 3 clusters Score -6741774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 52618 members 
Entering Unmasked Estep 
Score: -6741778.500000 Penalty: 3550.976807
	Iteration 52Q: 3 clusters Score -6741778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 52626 members 
Entering Unmasked Estep 
Score: -6741779.000000 Penalty: 3550.976807
	Iteration 53Q: 3 clusters Score -6741779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 52631 members 
Entering Unmasked Estep 
Score: -6741785.000000 Penalty: 3550.976807
	Iteration 54Q: 3 clusters Score -6741785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 52641 members 
Entering Unmasked Estep 
Score: -6741777.500000 Penalty: 3550.976807
	Iteration 55Q: 3 clusters Score -6741778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 52650 members 
Entering Unmasked Estep 
Score: -6741784.000000 Penalty: 3550.976807
	Iteration 56Q: 3 clusters Score -6741784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 52662 members 
Entering Unmasked Estep 
Score: -6741781.500000 Penalty: 3550.976807
	Iteration 57Q: 3 clusters Score -6741782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 52673 members 
Entering Unmasked Estep 
Score: -6741778.500000 Penalty: 3550.976807
	Iteration 58Q: 3 clusters Score -6741778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 52683 members 
Entering Unmasked Estep 
Score: -6741771.000000 Penalty: 3550.976807
	Iteration 59Q: 3 clusters Score -6741771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
Score: -6741770.500000 Penalty: 3550.976807
	Iteration 60F: 3 clusters Score -6741770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 52702 members 
Entering Unmasked Estep 
Score: -6741759.500000 Penalty: 3550.976807
	Iteration 61Q: 3 clusters Score -6741760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 52713 members 
Entering Unmasked Estep 
Score: -6741775.500000 Penalty: 3550.976807
	Iteration 62Q: 3 clusters Score -6741776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 52719 members 
Entering Unmasked Estep 
Score: -6741767.000000 Penalty: 3550.976807
	Iteration 63Q: 3 clusters Score -6741767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 52725 members 
Entering Unmasked Estep 
Score: -6741760.500000 Penalty: 3550.976807
	Iteration 64Q: 3 clusters Score -6741760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 52728 members 
Entering Unmasked Estep 
Score: -6741768.500000 Penalty: 3550.976807
	Iteration 65Q: 3 clusters Score -6741768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 52733 members 
Entering Unmasked Estep 
Score: -6741768.500000 Penalty: 3550.976807
	Iteration 66Q: 3 clusters Score -6741768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 52739 members 
Entering Unmasked Estep 
Score: -6741774.500000 Penalty: 3550.976807
	Iteration 67Q: 3 clusters Score -6741774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 52747 members 
Entering Unmasked Estep 
Score: -6741771.000000 Penalty: 3550.976807
	Iteration 68Q: 3 clusters Score -6741771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 52755 members 
Entering Unmasked Estep 
Score: -6741776.000000 Penalty: 3550.976807
	Iteration 69Q: 3 clusters Score -6741776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 52760 members 
Entering Unmasked Estep 
Score: -6741771.000000 Penalty: 3550.976807
	Iteration 70Q: 3 clusters Score -6741771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 52765 members 
Entering Unmasked Estep 
Score: -6741774.500000 Penalty: 3550.976807
	Iteration 71Q: 3 clusters Score -6741774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 52773 members 
Entering Unmasked Estep 
Score: -6741773.500000 Penalty: 3550.976807
	Iteration 72Q: 3 clusters Score -6741774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 52783 members 
Entering Unmasked Estep 
Score: -6741776.500000 Penalty: 3550.976807
	Iteration 73Q: 3 clusters Score -6741776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 52795 members 
Entering Unmasked Estep 
Score: -6741776.500000 Penalty: 3550.976807
	Iteration 74Q: 3 clusters Score -6741776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
Score: -6741780.500000 Penalty: 3550.976807
	Iteration 75Q: 3 clusters Score -6741780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 52814 members 
Entering Unmasked Estep 
Score: -6741780.500000 Penalty: 3550.976807
	Iteration 76Q: 3 clusters Score -6741780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 52825 members 
Entering Unmasked Estep 
Score: -6741781.000000 Penalty: 3550.976807
	Iteration 77Q: 3 clusters Score -6741781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 52837 members 
Entering Unmasked Estep 
Score: -6741777.000000 Penalty: 3550.976807
	Iteration 78Q: 3 clusters Score -6741777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 52846 members 
Entering Unmasked Estep 
Score: -6741784.000000 Penalty: 3550.976807
	Iteration 79Q: 3 clusters Score -6741784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 52862 members 
Entering Unmasked Estep 
Score: -6741789.000000 Penalty: 3550.976807
	Iteration 80F: 3 clusters Score -6741789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 52874 members 
Entering Unmasked Estep 
Score: -6741791.500000 Penalty: 3550.976807
	Iteration 81Q: 3 clusters Score -6741792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 52877 members 
Entering Unmasked Estep 
Score: -6741792.500000 Penalty: 3550.976807
	Iteration 82Q: 3 clusters Score -6741792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 52879 members 
Entering Unmasked Estep 
Score: -6741789.500000 Penalty: 3550.976807
	Iteration 83Q: 3 clusters Score -6741790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 52879 members 
Entering Unmasked Estep 
Score: -6741789.500000 Penalty: 3550.976807
	Iteration 84F: 3 clusters Score -6741790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Entering Unmasked Estep 
Score: -1160348.750000 Penalty: 1484.782715
	Iteration 0F: 2 clusters Score -1160349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1153593.750000 Penalty: 2969.565430
	Iteration 0F: 3 clusters Score -1153594 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1155831.750000 Penalty: 2969.565430
	Iteration 1F: 3 clusters Score -1155832 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1156175.500000 Penalty: 2969.565430
	Iteration 2F: 3 clusters Score -1156176 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1156483.000000 Penalty: 2969.565430
	Iteration 3F: 3 clusters Score -1156483 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1156773.250000 Penalty: 2969.565430
	Iteration 4F: 3 clusters Score -1156773 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1157082.000000 Penalty: 2969.565430
	Iteration 5F: 3 clusters Score -1157082 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1157389.000000 Penalty: 2969.565430
	Iteration 6F: 3 clusters Score -1157389 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1157690.125000 Penalty: 2969.565430
	Iteration 7F: 3 clusters Score -1157690 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1157994.500000 Penalty: 2969.565430
	Iteration 8F: 3 clusters Score -1157994 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1158262.375000 Penalty: 2969.565430
	Iteration 9Q: 3 clusters Score -1158262 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1158501.125000 Penalty: 2969.565430
	Iteration 10Q: 3 clusters Score -1158501 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1158675.250000 Penalty: 2969.565430
	Iteration 11Q: 3 clusters Score -1158675 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1158822.125000 Penalty: 2969.565430
	Iteration 12Q: 3 clusters Score -1158822 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1158950.750000 Penalty: 2969.565430
	Iteration 13Q: 3 clusters Score -1158951 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1159038.625000 Penalty: 2969.565430
	Iteration 14Q: 3 clusters Score -1159039 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1159115.250000 Penalty: 2969.565430
	Iteration 15Q: 3 clusters Score -1159115 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1159175.250000 Penalty: 2969.565430
	Iteration 16Q: 3 clusters Score -1159175 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1159234.375000 Penalty: 2969.565430
	Iteration 17Q: 3 clusters Score -1159234 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1159272.750000 Penalty: 2969.565430
	Iteration 18Q: 3 clusters Score -1159273 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1159307.375000 Penalty: 2969.565430
	Iteration 19Q: 3 clusters Score -1159307 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1159340.875000 Penalty: 2969.565430
	Iteration 20F: 3 clusters Score -1159341 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1159366.000000 Penalty: 2969.565430
	Iteration 21Q: 3 clusters Score -1159366 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1159378.500000 Penalty: 2969.565430
	Iteration 22Q: 3 clusters Score -1159378 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1159391.250000 Penalty: 2969.565430
	Iteration 23Q: 3 clusters Score -1159391 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1159397.125000 Penalty: 2969.565430
	Iteration 24Q: 3 clusters Score -1159397 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1159404.875000 Penalty: 2969.565430
	Iteration 25Q: 3 clusters Score -1159405 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1159412.875000 Penalty: 2969.565430
	Iteration 26Q: 3 clusters Score -1159413 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1159419.250000 Penalty: 2969.565430
	Iteration 27Q: 3 clusters Score -1159419 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1159424.125000 Penalty: 2969.565430
	Iteration 28Q: 3 clusters Score -1159424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1159433.375000 Penalty: 2969.565430
	Iteration 29Q: 3 clusters Score -1159433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1159436.125000 Penalty: 2969.565430
	Iteration 30Q: 3 clusters Score -1159436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1159445.250000 Penalty: 2969.565430
	Iteration 31Q: 3 clusters Score -1159445 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1159449.875000 Penalty: 2969.565430
	Iteration 32Q: 3 clusters Score -1159450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1159457.625000 Penalty: 2969.565430
	Iteration 33Q: 3 clusters Score -1159458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1159468.125000 Penalty: 2969.565430
	Iteration 34Q: 3 clusters Score -1159468 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1159476.375000 Penalty: 2969.565430
	Iteration 35Q: 3 clusters Score -1159476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1159481.500000 Penalty: 2969.565430
	Iteration 36Q: 3 clusters Score -1159482 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1159487.125000 Penalty: 2969.565430
	Iteration 37Q: 3 clusters Score -1159487 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1159495.750000 Penalty: 2969.565430
	Iteration 38Q: 3 clusters Score -1159496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1159501.500000 Penalty: 2969.565430
	Iteration 39Q: 3 clusters Score -1159502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1159509.000000 Penalty: 2969.565430
	Iteration 40F: 3 clusters Score -1159509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1159508.500000 Penalty: 2969.565430
	Iteration 41Q: 3 clusters Score -1159508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1159513.125000 Penalty: 2969.565430
	Iteration 42Q: 3 clusters Score -1159513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1159514.625000 Penalty: 2969.565430
	Iteration 43Q: 3 clusters Score -1159515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1159518.125000 Penalty: 2969.565430
	Iteration 44Q: 3 clusters Score -1159518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1159519.750000 Penalty: 2969.565430
	Iteration 45Q: 3 clusters Score -1159520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1159520.375000 Penalty: 2969.565430
	Iteration 46Q: 3 clusters Score -1159520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1159523.000000 Penalty: 2969.565430
	Iteration 47Q: 3 clusters Score -1159523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1159522.000000 Penalty: 2969.565430
	Iteration 48Q: 3 clusters Score -1159522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1159523.625000 Penalty: 2969.565430
	Iteration 49Q: 3 clusters Score -1159524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1159524.125000 Penalty: 2969.565430
	Iteration 50Q: 3 clusters Score -1159524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1159523.125000 Penalty: 2969.565430
	Iteration 51Q: 3 clusters Score -1159523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1159523.125000 Penalty: 2969.565430
	Iteration 52Q: 3 clusters Score -1159523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1159524.125000 Penalty: 2969.565430
	Iteration 53Q: 3 clusters Score -1159524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1159526.125000 Penalty: 2969.565430
	Iteration 54Q: 3 clusters Score -1159526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1159529.125000 Penalty: 2969.565430
	Iteration 55Q: 3 clusters Score -1159529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1159528.625000 Penalty: 2969.565430
	Iteration 56Q: 3 clusters Score -1159529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1159533.375000 Penalty: 2969.565430
	Iteration 57Q: 3 clusters Score -1159533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1159532.875000 Penalty: 2969.565430
	Iteration 58Q: 3 clusters Score -1159533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1159533.125000 Penalty: 2969.565430
	Iteration 59Q: 3 clusters Score -1159533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1159533.625000 Penalty: 2969.565430
	Iteration 60F: 3 clusters Score -1159534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1159534.625000 Penalty: 2969.565430
	Iteration 61Q: 3 clusters Score -1159535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1159535.250000 Penalty: 2969.565430
	Iteration 62Q: 3 clusters Score -1159535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1159537.625000 Penalty: 2969.565430
	Iteration 63Q: 3 clusters Score -1159538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1159535.500000 Penalty: 2969.565430
	Iteration 64Q: 3 clusters Score -1159536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1159536.125000 Penalty: 2969.565430
	Iteration 65Q: 3 clusters Score -1159536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1159538.625000 Penalty: 2969.565430
	Iteration 66Q: 3 clusters Score -1159539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1159537.625000 Penalty: 2969.565430
	Iteration 67Q: 3 clusters Score -1159538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1159541.250000 Penalty: 2969.565430
	Iteration 68Q: 3 clusters Score -1159541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1159543.000000 Penalty: 2969.565430
	Iteration 69Q: 3 clusters Score -1159543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1159543.375000 Penalty: 2969.565430
	Iteration 70Q: 3 clusters Score -1159543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1159544.250000 Penalty: 2969.565430
	Iteration 71Q: 3 clusters Score -1159544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1159547.875000 Penalty: 2969.565430
	Iteration 72Q: 3 clusters Score -1159548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1159548.000000 Penalty: 2969.565430
	Iteration 73Q: 3 clusters Score -1159548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1159550.375000 Penalty: 2969.565430
	Iteration 74Q: 3 clusters Score -1159550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1159552.625000 Penalty: 2969.565430
	Iteration 75Q: 3 clusters Score -1159553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1159552.500000 Penalty: 2969.565430
	Iteration 76Q: 3 clusters Score -1159552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1159552.250000 Penalty: 2969.565430
	Iteration 77Q: 3 clusters Score -1159552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1159552.250000 Penalty: 2969.565430
	Iteration 78Q: 3 clusters Score -1159552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1159552.000000 Penalty: 2969.565430
	Iteration 79Q: 3 clusters Score -1159552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1159550.875000 Penalty: 2969.565430
	Iteration 80F: 3 clusters Score -1159551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1159553.750000 Penalty: 2969.565430
	Iteration 81Q: 3 clusters Score -1159554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1159552.875000 Penalty: 2969.565430
	Iteration 82Q: 3 clusters Score -1159553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1159552.875000 Penalty: 2969.565430
	Iteration 83F: 3 clusters Score -1159553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Entering Unmasked Estep 
Score: -1029172.875000 Penalty: 1474.888672
	Iteration 0F: 2 clusters Score -1029173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1022854.562500 Penalty: 2949.777344
	Iteration 0F: 3 clusters Score -1022855 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1025218.500000 Penalty: 2949.777344
	Iteration 1F: 3 clusters Score -1025218 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1025873.937500 Penalty: 2949.777344
	Iteration 2F: 3 clusters Score -1025874 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1026470.937500 Penalty: 2949.777344
	Iteration 3F: 3 clusters Score -1026471 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1026964.875000 Penalty: 2949.777344
	Iteration 4F: 3 clusters Score -1026965 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1027343.812500 Penalty: 2949.777344
	Iteration 5F: 3 clusters Score -1027344 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1027585.625000 Penalty: 2949.777344
	Iteration 6Q: 3 clusters Score -1027586 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1027713.937500 Penalty: 2949.777344
	Iteration 7Q: 3 clusters Score -1027714 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1027779.812500 Penalty: 2949.777344
	Iteration 8Q: 3 clusters Score -1027780 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1027827.375000 Penalty: 2949.777344
	Iteration 9Q: 3 clusters Score -1027827 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1027863.625000 Penalty: 2949.777344
	Iteration 10Q: 3 clusters Score -1027864 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1027893.000000 Penalty: 2949.777344
	Iteration 11Q: 3 clusters Score -1027893 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1027918.000000 Penalty: 2949.777344
	Iteration 12Q: 3 clusters Score -1027918 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1027937.000000 Penalty: 2949.777344
	Iteration 13Q: 3 clusters Score -1027937 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1027959.250000 Penalty: 2949.777344
	Iteration 14Q: 3 clusters Score -1027959 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1027980.187500 Penalty: 2949.777344
	Iteration 15Q: 3 clusters Score -1027980 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1027999.000000 Penalty: 2949.777344
	Iteration 16Q: 3 clusters Score -1027999 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1028021.875000 Penalty: 2949.777344
	Iteration 17Q: 3 clusters Score -1028022 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1028045.937500 Penalty: 2949.777344
	Iteration 18Q: 3 clusters Score -1028046 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1028078.062500 Penalty: 2949.777344
	Iteration 19Q: 3 clusters Score -1028078 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1028112.562500 Penalty: 2949.777344
	Iteration 20F: 3 clusters Score -1028113 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1028139.625000 Penalty: 2949.777344
	Iteration 21Q: 3 clusters Score -1028140 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1028171.625000 Penalty: 2949.777344
	Iteration 22Q: 3 clusters Score -1028172 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1028202.687500 Penalty: 2949.777344
	Iteration 23Q: 3 clusters Score -1028203 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1028237.937500 Penalty: 2949.777344
	Iteration 24Q: 3 clusters Score -1028238 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1028260.062500 Penalty: 2949.777344
	Iteration 25Q: 3 clusters Score -1028260 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1028279.687500 Penalty: 2949.777344
	Iteration 26Q: 3 clusters Score -1028280 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1028295.000000 Penalty: 2949.777344
	Iteration 27Q: 3 clusters Score -1028295 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1028313.687500 Penalty: 2949.777344
	Iteration 28Q: 3 clusters Score -1028314 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1028330.625000 Penalty: 2949.777344
	Iteration 29Q: 3 clusters Score -1028331 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1028345.062500 Penalty: 2949.777344
	Iteration 30Q: 3 clusters Score -1028345 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1028370.187500 Penalty: 2949.777344
	Iteration 31Q: 3 clusters Score -1028370 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1028402.500000 Penalty: 2949.777344
	Iteration 32Q: 3 clusters Score -1028402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1028421.625000 Penalty: 2949.777344
	Iteration 33Q: 3 clusters Score -1028422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1028437.000000 Penalty: 2949.777344
	Iteration 34Q: 3 clusters Score -1028437 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1028460.062500 Penalty: 2949.777344
	Iteration 35Q: 3 clusters Score -1028460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1028473.625000 Penalty: 2949.777344
	Iteration 36Q: 3 clusters Score -1028474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1028484.812500 Penalty: 2949.777344
	Iteration 37Q: 3 clusters Score -1028485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1028488.000000 Penalty: 2949.777344
	Iteration 38Q: 3 clusters Score -1028488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1028491.875000 Penalty: 2949.777344
	Iteration 39Q: 3 clusters Score -1028492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1028493.562500 Penalty: 2949.777344
	Iteration 40F: 3 clusters Score -1028494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1028497.062500 Penalty: 2949.777344
	Iteration 41Q: 3 clusters Score -1028497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1028497.750000 Penalty: 2949.777344
	Iteration 42Q: 3 clusters Score -1028498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1028497.750000 Penalty: 2949.777344
	Iteration 43F: 3 clusters Score -1028498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (107845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107845 members 
Entering Unmasked Estep 
Score: -13550122.000000 Penalty: 1883.123169
	Iteration 0F: 2 clusters Score -1.355012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -13480655.000000 Penalty: 3766.246338
	Iteration 0F: 3 clusters Score -1.348066e+07 nChanged 51869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56579 members 
Mstep: Class 2 contains 51266 members 
Entering Unmasked Estep 
Score: -13510721.000000 Penalty: 3766.246338
	Iteration 1F: 3 clusters Score -1.351072e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58101 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -13511575.000000 Penalty: 3766.246338
	Iteration 2Q: 3 clusters Score -1.351158e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60317 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -13512588.000000 Penalty: 3766.246338
	Iteration 3Q: 3 clusters Score -1.351259e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63596 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -13514163.000000 Penalty: 3766.246338
	Iteration 4Q: 3 clusters Score -1.351416e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68335 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -13517011.000000 Penalty: 3766.246338
	Iteration 5F: 3 clusters Score -1.351701e+07 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74507 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -13521403.000000 Penalty: 3766.246338
	Iteration 6F: 3 clusters Score -1.35214e+07 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81247 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -13527409.000000 Penalty: 3766.246338
	Iteration 7F: 3 clusters Score -1.352741e+07 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86652 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -13533061.000000 Penalty: 3766.246338
	Iteration 8F: 3 clusters Score -1.353306e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89842 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -13536999.000000 Penalty: 3766.246338
	Iteration 9Q: 3 clusters Score -1.3537e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91344 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -13540229.000000 Penalty: 3766.246338
	Iteration 10Q: 3 clusters Score -1.354023e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92388 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -13541981.000000 Penalty: 3766.246338
	Iteration 11Q: 3 clusters Score -1.354198e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93261 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -13542997.000000 Penalty: 3766.246338
	Iteration 12Q: 3 clusters Score -1.3543e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93958 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -13543736.000000 Penalty: 3766.246338
	Iteration 13Q: 3 clusters Score -1.354374e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94569 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -13544467.000000 Penalty: 3766.246338
	Iteration 14Q: 3 clusters Score -1.354447e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95086 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -13544999.000000 Penalty: 3766.246338
	Iteration 15Q: 3 clusters Score -1.3545e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95465 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -13545423.000000 Penalty: 3766.246338
	Iteration 16Q: 3 clusters Score -1.354542e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95858 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -13545797.000000 Penalty: 3766.246338
	Iteration 17Q: 3 clusters Score -1.35458e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96209 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -13546211.000000 Penalty: 3766.246338
	Iteration 18Q: 3 clusters Score -1.354621e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96552 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -13546512.000000 Penalty: 3766.246338
	Iteration 19Q: 3 clusters Score -1.354651e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96855 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -13546753.000000 Penalty: 3766.246338
	Iteration 20F: 3 clusters Score -1.354675e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97134 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -13547004.000000 Penalty: 3766.246338
	Iteration 21Q: 3 clusters Score -1.3547e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97413 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -13547178.000000 Penalty: 3766.246338
	Iteration 22Q: 3 clusters Score -1.354718e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97687 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -13547381.000000 Penalty: 3766.246338
	Iteration 23Q: 3 clusters Score -1.354738e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97965 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -13547589.000000 Penalty: 3766.246338
	Iteration 24Q: 3 clusters Score -1.354759e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98284 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -13547708.000000 Penalty: 3766.246338
	Iteration 25Q: 3 clusters Score -1.354771e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98637 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -13547846.000000 Penalty: 3766.246338
	Iteration 26Q: 3 clusters Score -1.354785e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99037 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -13548066.000000 Penalty: 3766.246338
	Iteration 27Q: 3 clusters Score -1.354807e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99434 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -13548299.000000 Penalty: 3766.246338
	Iteration 28Q: 3 clusters Score -1.35483e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99857 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -13548552.000000 Penalty: 3766.246338
	Iteration 29Q: 3 clusters Score -1.354855e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100330 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -13548780.000000 Penalty: 3766.246338
	Iteration 30Q: 3 clusters Score -1.354878e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100858 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -13549030.000000 Penalty: 3766.246338
	Iteration 31Q: 3 clusters Score -1.354903e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101396 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -13549227.000000 Penalty: 3766.246338
	Iteration 32Q: 3 clusters Score -1.354923e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101995 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -13549321.000000 Penalty: 3766.246338
	Iteration 33Q: 3 clusters Score -1.354932e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102625 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -13549506.000000 Penalty: 3766.246338
	Iteration 34Q: 3 clusters Score -1.354951e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103268 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -13549546.000000 Penalty: 3766.246338
	Iteration 35Q: 3 clusters Score -1.354955e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103918 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -13549480.000000 Penalty: 3766.246338
	Iteration 36Q: 3 clusters Score -1.354948e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104549 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -13549463.000000 Penalty: 3766.246338
	Iteration 37Q: 3 clusters Score -1.354946e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105119 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -13549339.000000 Penalty: 3766.246338
	Iteration 38Q: 3 clusters Score -1.354934e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105626 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -13549279.000000 Penalty: 3766.246338
	Iteration 39Q: 3 clusters Score -1.354928e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106065 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -13549183.000000 Penalty: 3766.246338
	Iteration 40F: 3 clusters Score -1.354918e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106428 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -13549119.000000 Penalty: 3766.246338
	Iteration 41Q: 3 clusters Score -1.354912e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106695 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -13549048.000000 Penalty: 3766.246338
	Iteration 42Q: 3 clusters Score -1.354905e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106887 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -13548935.000000 Penalty: 3766.246338
	Iteration 43Q: 3 clusters Score -1.354894e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107041 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -13548895.000000 Penalty: 3766.246338
	Iteration 44Q: 3 clusters Score -1.35489e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107153 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -13548885.000000 Penalty: 3766.246338
	Iteration 45Q: 3 clusters Score -1.354888e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107245 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -13548886.000000 Penalty: 3766.246338
	Iteration 46Q: 3 clusters Score -1.354889e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107308 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -13548877.000000 Penalty: 3766.246338
	Iteration 47Q: 3 clusters Score -1.354888e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107352 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -13548850.000000 Penalty: 3766.246338
	Iteration 48Q: 3 clusters Score -1.354885e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107393 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -13548844.000000 Penalty: 3766.246338
	Iteration 49Q: 3 clusters Score -1.354884e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107417 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -13548841.000000 Penalty: 3766.246338
	Iteration 50Q: 3 clusters Score -1.354884e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107436 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -13548834.000000 Penalty: 3766.246338
	Iteration 51Q: 3 clusters Score -1.354883e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107447 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -13548830.000000 Penalty: 3766.246338
	Iteration 52Q: 3 clusters Score -1.354883e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107453 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -13548844.000000 Penalty: 3766.246338
	Iteration 53Q: 3 clusters Score -1.354884e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107461 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -13548843.000000 Penalty: 3766.246338
	Iteration 54Q: 3 clusters Score -1.354884e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107468 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -13548837.000000 Penalty: 3766.246338
	Iteration 55Q: 3 clusters Score -1.354884e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107474 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -13548845.000000 Penalty: 3766.246338
	Iteration 56Q: 3 clusters Score -1.354884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107485 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -13548828.000000 Penalty: 3766.246338
	Iteration 57Q: 3 clusters Score -1.354883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107491 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -13548824.000000 Penalty: 3766.246338
	Iteration 58Q: 3 clusters Score -1.354882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107492 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -13548830.000000 Penalty: 3766.246338
	Iteration 59Q: 3 clusters Score -1.354883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107492 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -13548837.000000 Penalty: 3766.246338
	Iteration 60F: 3 clusters Score -1.354884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107493 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -13548832.000000 Penalty: 3766.246338
	Iteration 61Q: 3 clusters Score -1.354883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107494 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -13548831.000000 Penalty: 3766.246338
	Iteration 62Q: 3 clusters Score -1.354883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107495 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -13548834.000000 Penalty: 3766.246338
	Iteration 63Q: 3 clusters Score -1.354883e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107495 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -13548834.000000 Penalty: 3766.246338
	Iteration 64F: 3 clusters Score -1.354883e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Entering Unmasked Estep 
Score: -418494.000000 Penalty: 1326.917725
	Iteration 0F: 2 clusters Score -418494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -415435.218750 Penalty: 2653.835449
	Iteration 0F: 3 clusters Score -415435.2 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -416272.875000 Penalty: 2653.835449
	Iteration 1F: 3 clusters Score -416272.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -416466.656250 Penalty: 2653.835449
	Iteration 2F: 3 clusters Score -416466.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -416594.656250 Penalty: 2653.835449
	Iteration 3F: 3 clusters Score -416594.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -416675.156250 Penalty: 2653.835449
	Iteration 4Q: 3 clusters Score -416675.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -416764.625000 Penalty: 2653.835449
	Iteration 5Q: 3 clusters Score -416764.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -416839.531250 Penalty: 2653.835449
	Iteration 6Q: 3 clusters Score -416839.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -416922.468750 Penalty: 2653.835449
	Iteration 7Q: 3 clusters Score -416922.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -416996.562500 Penalty: 2653.835449
	Iteration 8Q: 3 clusters Score -416996.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -417064.031250 Penalty: 2653.835449
	Iteration 9Q: 3 clusters Score -417064 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -417119.500000 Penalty: 2653.835449
	Iteration 10Q: 3 clusters Score -417119.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -417160.093750 Penalty: 2653.835449
	Iteration 11Q: 3 clusters Score -417160.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -417188.468750 Penalty: 2653.835449
	Iteration 12Q: 3 clusters Score -417188.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -417211.937500 Penalty: 2653.835449
	Iteration 13Q: 3 clusters Score -417211.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -417236.531250 Penalty: 2653.835449
	Iteration 14Q: 3 clusters Score -417236.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -417258.562500 Penalty: 2653.835449
	Iteration 15Q: 3 clusters Score -417258.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -417273.125000 Penalty: 2653.835449
	Iteration 16Q: 3 clusters Score -417273.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -417286.312500 Penalty: 2653.835449
	Iteration 17Q: 3 clusters Score -417286.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -417300.062500 Penalty: 2653.835449
	Iteration 18Q: 3 clusters Score -417300.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -417307.968750 Penalty: 2653.835449
	Iteration 19Q: 3 clusters Score -417308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -417315.093750 Penalty: 2653.835449
	Iteration 20F: 3 clusters Score -417315.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -417323.250000 Penalty: 2653.835449
	Iteration 21Q: 3 clusters Score -417323.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -417331.437500 Penalty: 2653.835449
	Iteration 22Q: 3 clusters Score -417331.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -417339.468750 Penalty: 2653.835449
	Iteration 23Q: 3 clusters Score -417339.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -417342.906250 Penalty: 2653.835449
	Iteration 24Q: 3 clusters Score -417342.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -417346.968750 Penalty: 2653.835449
	Iteration 25Q: 3 clusters Score -417347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -417351.781250 Penalty: 2653.835449
	Iteration 26Q: 3 clusters Score -417351.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -417357.093750 Penalty: 2653.835449
	Iteration 27Q: 3 clusters Score -417357.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -417361.875000 Penalty: 2653.835449
	Iteration 28Q: 3 clusters Score -417361.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -417368.093750 Penalty: 2653.835449
	Iteration 29Q: 3 clusters Score -417368.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -417375.875000 Penalty: 2653.835449
	Iteration 30Q: 3 clusters Score -417375.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -417382.281250 Penalty: 2653.835449
	Iteration 31Q: 3 clusters Score -417382.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -417384.031250 Penalty: 2653.835449
	Iteration 32Q: 3 clusters Score -417384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -417386.906250 Penalty: 2653.835449
	Iteration 33Q: 3 clusters Score -417386.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -417388.468750 Penalty: 2653.835449
	Iteration 34Q: 3 clusters Score -417388.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -417389.531250 Penalty: 2653.835449
	Iteration 35Q: 3 clusters Score -417389.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -417391.812500 Penalty: 2653.835449
	Iteration 36Q: 3 clusters Score -417391.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -417394.968750 Penalty: 2653.835449
	Iteration 37Q: 3 clusters Score -417395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -417397.031250 Penalty: 2653.835449
	Iteration 38Q: 3 clusters Score -417397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -417397.843750 Penalty: 2653.835449
	Iteration 39Q: 3 clusters Score -417397.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -417398.625000 Penalty: 2653.835449
	Iteration 40F: 3 clusters Score -417398.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -417400.906250 Penalty: 2653.835449
	Iteration 41Q: 3 clusters Score -417400.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -417400.968750 Penalty: 2653.835449
	Iteration 42Q: 3 clusters Score -417401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -417400.437500 Penalty: 2653.835449
	Iteration 43Q: 3 clusters Score -417400.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -417402.093750 Penalty: 2653.835449
	Iteration 44Q: 3 clusters Score -417402.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -417404.000000 Penalty: 2653.835449
	Iteration 45Q: 3 clusters Score -417404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -417404.937500 Penalty: 2653.835449
	Iteration 46Q: 3 clusters Score -417404.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -417405.500000 Penalty: 2653.835449
	Iteration 47Q: 3 clusters Score -417405.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -417405.218750 Penalty: 2653.835449
	Iteration 48Q: 3 clusters Score -417405.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -417405.218750 Penalty: 2653.835449
	Iteration 49F: 3 clusters Score -417405.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Entering Unmasked Estep 
Score: -1226346.375000 Penalty: 1492.282593
	Iteration 0F: 2 clusters Score -1226346 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 4887 members 
Entering Unmasked Estep 
Score: -1219303.375000 Penalty: 2984.565186
	Iteration 0F: 3 clusters Score -1219303 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1221578.125000 Penalty: 2984.565186
	Iteration 1F: 3 clusters Score -1221578 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1221772.250000 Penalty: 2984.565186
	Iteration 2F: 3 clusters Score -1221772 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1221914.375000 Penalty: 2984.565186
	Iteration 3Q: 3 clusters Score -1221914 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1222028.000000 Penalty: 2984.565186
	Iteration 4Q: 3 clusters Score -1222028 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1222135.500000 Penalty: 2984.565186
	Iteration 5Q: 3 clusters Score -1222136 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1222248.125000 Penalty: 2984.565186
	Iteration 6Q: 3 clusters Score -1222248 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1222383.750000 Penalty: 2984.565186
	Iteration 7Q: 3 clusters Score -1222384 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1222524.625000 Penalty: 2984.565186
	Iteration 8Q: 3 clusters Score -1222525 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1222678.750000 Penalty: 2984.565186
	Iteration 9Q: 3 clusters Score -1222679 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1222848.500000 Penalty: 2984.565186
	Iteration 10Q: 3 clusters Score -1222848 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1223048.375000 Penalty: 2984.565186
	Iteration 11Q: 3 clusters Score -1223048 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1223280.750000 Penalty: 2984.565186
	Iteration 12Q: 3 clusters Score -1223281 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1223549.875000 Penalty: 2984.565186
	Iteration 13Q: 3 clusters Score -1223550 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1223840.500000 Penalty: 2984.565186
	Iteration 14Q: 3 clusters Score -1223840 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1224125.625000 Penalty: 2984.565186
	Iteration 15Q: 3 clusters Score -1224126 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1224370.625000 Penalty: 2984.565186
	Iteration 16Q: 3 clusters Score -1224371 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1224558.250000 Penalty: 2984.565186
	Iteration 17Q: 3 clusters Score -1224558 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1224717.625000 Penalty: 2984.565186
	Iteration 18Q: 3 clusters Score -1224718 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1224849.375000 Penalty: 2984.565186
	Iteration 19Q: 3 clusters Score -1224849 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1224947.500000 Penalty: 2984.565186
	Iteration 20F: 3 clusters Score -1224948 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1225018.125000 Penalty: 2984.565186
	Iteration 21Q: 3 clusters Score -1225018 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1225074.875000 Penalty: 2984.565186
	Iteration 22Q: 3 clusters Score -1225075 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1225124.250000 Penalty: 2984.565186
	Iteration 23Q: 3 clusters Score -1225124 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1225162.750000 Penalty: 2984.565186
	Iteration 24Q: 3 clusters Score -1225163 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1225195.625000 Penalty: 2984.565186
	Iteration 25Q: 3 clusters Score -1225196 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1225228.500000 Penalty: 2984.565186
	Iteration 26Q: 3 clusters Score -1225228 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1225245.750000 Penalty: 2984.565186
	Iteration 27Q: 3 clusters Score -1225246 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1225262.125000 Penalty: 2984.565186
	Iteration 28Q: 3 clusters Score -1225262 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1225279.000000 Penalty: 2984.565186
	Iteration 29Q: 3 clusters Score -1225279 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1225296.375000 Penalty: 2984.565186
	Iteration 30Q: 3 clusters Score -1225296 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1225310.125000 Penalty: 2984.565186
	Iteration 31Q: 3 clusters Score -1225310 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1225322.250000 Penalty: 2984.565186
	Iteration 32Q: 3 clusters Score -1225322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1225338.625000 Penalty: 2984.565186
	Iteration 33Q: 3 clusters Score -1225339 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1225351.250000 Penalty: 2984.565186
	Iteration 34Q: 3 clusters Score -1225351 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1225362.500000 Penalty: 2984.565186
	Iteration 35Q: 3 clusters Score -1225362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1225367.375000 Penalty: 2984.565186
	Iteration 36Q: 3 clusters Score -1225367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1225371.625000 Penalty: 2984.565186
	Iteration 37Q: 3 clusters Score -1225372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1225374.125000 Penalty: 2984.565186
	Iteration 38Q: 3 clusters Score -1225374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1225375.000000 Penalty: 2984.565186
	Iteration 39Q: 3 clusters Score -1225375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1225378.000000 Penalty: 2984.565186
	Iteration 40F: 3 clusters Score -1225378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1225380.750000 Penalty: 2984.565186
	Iteration 41Q: 3 clusters Score -1225381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1225379.000000 Penalty: 2984.565186
	Iteration 42Q: 3 clusters Score -1225379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1225380.250000 Penalty: 2984.565186
	Iteration 43Q: 3 clusters Score -1225380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1225380.500000 Penalty: 2984.565186
	Iteration 44Q: 3 clusters Score -1225380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1225379.750000 Penalty: 2984.565186
	Iteration 45Q: 3 clusters Score -1225380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1225378.625000 Penalty: 2984.565186
	Iteration 46Q: 3 clusters Score -1225379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1225381.000000 Penalty: 2984.565186
	Iteration 47Q: 3 clusters Score -1225381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1225381.000000 Penalty: 2984.565186
	Iteration 48F: 3 clusters Score -1225381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (53817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53817 members 
Entering Unmasked Estep 
Score: -6846370.000000 Penalty: 1770.168579
	Iteration 0F: 2 clusters Score -6846370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -6810485.500000 Penalty: 3540.337158
	Iteration 0F: 3 clusters Score -6810486 nChanged 25244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -6825205.000000 Penalty: 3540.337158
	Iteration 1F: 3 clusters Score -6825205 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -6825669.500000 Penalty: 3540.337158
	Iteration 2Q: 3 clusters Score -6825670 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -6826181.000000 Penalty: 3540.337158
	Iteration 3Q: 3 clusters Score -6826181 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -6826784.500000 Penalty: 3540.337158
	Iteration 4Q: 3 clusters Score -6826784 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -6827526.500000 Penalty: 3540.337158
	Iteration 5Q: 3 clusters Score -6827526 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -6828644.000000 Penalty: 3540.337158
	Iteration 6Q: 3 clusters Score -6828644 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -6830334.500000 Penalty: 3540.337158
	Iteration 7Q: 3 clusters Score -6830334 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -6832500.500000 Penalty: 3540.337158
	Iteration 8F: 3 clusters Score -6832500 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -6834870.000000 Penalty: 3540.337158
	Iteration 9F: 3 clusters Score -6834870 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -6836606.000000 Penalty: 3540.337158
	Iteration 10F: 3 clusters Score -6836606 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -6837548.500000 Penalty: 3540.337158
	Iteration 11Q: 3 clusters Score -6837548 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -6838099.000000 Penalty: 3540.337158
	Iteration 12Q: 3 clusters Score -6838099 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -6838497.500000 Penalty: 3540.337158
	Iteration 13Q: 3 clusters Score -6838498 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
Score: -6838879.000000 Penalty: 3540.337158
	Iteration 14Q: 3 clusters Score -6838879 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 43970 members 
Entering Unmasked Estep 
Score: -6839295.500000 Penalty: 3540.337158
	Iteration 15Q: 3 clusters Score -6839296 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -6839775.000000 Penalty: 3540.337158
	Iteration 16Q: 3 clusters Score -6839775 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -6840228.000000 Penalty: 3540.337158
	Iteration 17Q: 3 clusters Score -6840228 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -6840689.500000 Penalty: 3540.337158
	Iteration 18Q: 3 clusters Score -6840690 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -6841166.500000 Penalty: 3540.337158
	Iteration 19Q: 3 clusters Score -6841166 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -6841704.500000 Penalty: 3540.337158
	Iteration 20F: 3 clusters Score -6841704 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -6842184.000000 Penalty: 3540.337158
	Iteration 21Q: 3 clusters Score -6842184 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 50460 members 
Entering Unmasked Estep 
Score: -6842685.000000 Penalty: 3540.337158
	Iteration 22Q: 3 clusters Score -6842685 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -6843166.500000 Penalty: 3540.337158
	Iteration 23Q: 3 clusters Score -6843166 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 51671 members 
Entering Unmasked Estep 
Score: -6843516.000000 Penalty: 3540.337158
	Iteration 24Q: 3 clusters Score -6843516 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 52156 members 
Entering Unmasked Estep 
Score: -6843853.000000 Penalty: 3540.337158
	Iteration 25Q: 3 clusters Score -6843853 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 52555 members 
Entering Unmasked Estep 
Score: -6844147.000000 Penalty: 3540.337158
	Iteration 26Q: 3 clusters Score -6844147 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 52824 members 
Entering Unmasked Estep 
Score: -6844342.500000 Penalty: 3540.337158
	Iteration 27Q: 3 clusters Score -6844342 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 53022 members 
Entering Unmasked Estep 
Score: -6844485.500000 Penalty: 3540.337158
	Iteration 28Q: 3 clusters Score -6844486 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 53162 members 
Entering Unmasked Estep 
Score: -6844581.000000 Penalty: 3540.337158
	Iteration 29Q: 3 clusters Score -6844581 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 53254 members 
Entering Unmasked Estep 
Score: -6844658.000000 Penalty: 3540.337158
	Iteration 30Q: 3 clusters Score -6844658 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 53303 members 
Entering Unmasked Estep 
Score: -6844693.500000 Penalty: 3540.337158
	Iteration 31Q: 3 clusters Score -6844694 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -6844721.000000 Penalty: 3540.337158
	Iteration 32Q: 3 clusters Score -6844721 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 53371 members 
Entering Unmasked Estep 
Score: -6844745.500000 Penalty: 3540.337158
	Iteration 33Q: 3 clusters Score -6844746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 53386 members 
Entering Unmasked Estep 
Score: -6844748.500000 Penalty: 3540.337158
	Iteration 34Q: 3 clusters Score -6844748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 53399 members 
Entering Unmasked Estep 
Score: -6844774.000000 Penalty: 3540.337158
	Iteration 35Q: 3 clusters Score -6844774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 53407 members 
Entering Unmasked Estep 
Score: -6844777.000000 Penalty: 3540.337158
	Iteration 36Q: 3 clusters Score -6844777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 53417 members 
Entering Unmasked Estep 
Score: -6844787.500000 Penalty: 3540.337158
	Iteration 37Q: 3 clusters Score -6844788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
Score: -6844791.000000 Penalty: 3540.337158
	Iteration 38Q: 3 clusters Score -6844791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 53426 members 
Entering Unmasked Estep 
Score: -6844794.500000 Penalty: 3540.337158
	Iteration 39Q: 3 clusters Score -6844794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 53433 members 
Entering Unmasked Estep 
Score: -6844799.500000 Penalty: 3540.337158
	Iteration 40F: 3 clusters Score -6844800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 53444 members 
Entering Unmasked Estep 
Score: -6844813.500000 Penalty: 3540.337158
	Iteration 41Q: 3 clusters Score -6844814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 53454 members 
Entering Unmasked Estep 
Score: -6844828.000000 Penalty: 3540.337158
	Iteration 42Q: 3 clusters Score -6844828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 53460 members 
Entering Unmasked Estep 
Score: -6844826.000000 Penalty: 3540.337158
	Iteration 43Q: 3 clusters Score -6844826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 53466 members 
Entering Unmasked Estep 
Score: -6844833.000000 Penalty: 3540.337158
	Iteration 44Q: 3 clusters Score -6844833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 53471 members 
Entering Unmasked Estep 
Score: -6844842.000000 Penalty: 3540.337158
	Iteration 45Q: 3 clusters Score -6844842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 53478 members 
Entering Unmasked Estep 
Score: -6844843.000000 Penalty: 3540.337158
	Iteration 46Q: 3 clusters Score -6844843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 53485 members 
Entering Unmasked Estep 
Score: -6844840.500000 Penalty: 3540.337158
	Iteration 47Q: 3 clusters Score -6844840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 53488 members 
Entering Unmasked Estep 
Score: -6844841.500000 Penalty: 3540.337158
	Iteration 48Q: 3 clusters Score -6844842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 53493 members 
Entering Unmasked Estep 
Score: -6844851.000000 Penalty: 3540.337158
	Iteration 49Q: 3 clusters Score -6844851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -6844851.000000 Penalty: 3540.337158
	Iteration 50Q: 3 clusters Score -6844851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 53506 members 
Entering Unmasked Estep 
Score: -6844853.500000 Penalty: 3540.337158
	Iteration 51Q: 3 clusters Score -6844854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 53511 members 
Entering Unmasked Estep 
Score: -6844860.000000 Penalty: 3540.337158
	Iteration 52Q: 3 clusters Score -6844860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 53512 members 
Entering Unmasked Estep 
Score: -6844862.000000 Penalty: 3540.337158
	Iteration 53Q: 3 clusters Score -6844862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 53514 members 
Entering Unmasked Estep 
Score: -6844863.500000 Penalty: 3540.337158
	Iteration 54Q: 3 clusters Score -6844864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 53516 members 
Entering Unmasked Estep 
Score: -6844858.500000 Penalty: 3540.337158
	Iteration 55Q: 3 clusters Score -6844858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 53516 members 
Entering Unmasked Estep 
Score: -6844858.500000 Penalty: 3540.337158
	Iteration 56F: 3 clusters Score -6844858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Entering Unmasked Estep 
Score: -832368.750000 Penalty: 1430.970947
	Iteration 0F: 2 clusters Score -832368.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -827304.375000 Penalty: 2861.941895
	Iteration 0F: 3 clusters Score -827304.4 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -828880.375000 Penalty: 2861.941895
	Iteration 1F: 3 clusters Score -828880.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -829250.562500 Penalty: 2861.941895
	Iteration 2F: 3 clusters Score -829250.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -829761.875000 Penalty: 2861.941895
	Iteration 3F: 3 clusters Score -829761.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -830216.812500 Penalty: 2861.941895
	Iteration 4F: 3 clusters Score -830216.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -830543.250000 Penalty: 2861.941895
	Iteration 5F: 3 clusters Score -830543.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -830836.062500 Penalty: 2861.941895
	Iteration 6F: 3 clusters Score -830836.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -831082.625000 Penalty: 2861.941895
	Iteration 7F: 3 clusters Score -831082.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -831288.187500 Penalty: 2861.941895
	Iteration 8Q: 3 clusters Score -831288.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -831470.375000 Penalty: 2861.941895
	Iteration 9Q: 3 clusters Score -831470.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -831597.750000 Penalty: 2861.941895
	Iteration 10Q: 3 clusters Score -831597.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -831702.312500 Penalty: 2861.941895
	Iteration 11Q: 3 clusters Score -831702.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -831802.687500 Penalty: 2861.941895
	Iteration 12Q: 3 clusters Score -831802.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -831882.750000 Penalty: 2861.941895
	Iteration 13Q: 3 clusters Score -831882.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -831936.062500 Penalty: 2861.941895
	Iteration 14Q: 3 clusters Score -831936.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -831969.250000 Penalty: 2861.941895
	Iteration 15Q: 3 clusters Score -831969.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -831989.062500 Penalty: 2861.941895
	Iteration 16Q: 3 clusters Score -831989.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -832003.625000 Penalty: 2861.941895
	Iteration 17Q: 3 clusters Score -832003.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -832012.812500 Penalty: 2861.941895
	Iteration 18Q: 3 clusters Score -832012.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -832021.437500 Penalty: 2861.941895
	Iteration 19Q: 3 clusters Score -832021.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -832025.000000 Penalty: 2861.941895
	Iteration 20F: 3 clusters Score -832025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -832031.562500 Penalty: 2861.941895
	Iteration 21Q: 3 clusters Score -832031.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -832032.562500 Penalty: 2861.941895
	Iteration 22Q: 3 clusters Score -832032.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -832034.687500 Penalty: 2861.941895
	Iteration 23Q: 3 clusters Score -832034.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -832038.187500 Penalty: 2861.941895
	Iteration 24Q: 3 clusters Score -832038.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -832041.437500 Penalty: 2861.941895
	Iteration 25Q: 3 clusters Score -832041.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -832041.437500 Penalty: 2861.941895
	Iteration 26F: 3 clusters Score -832041.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -64939.667969 Penalty: 1046.653809
	Iteration 0F: 2 clusters Score -64939.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -63855.070312 Penalty: 2093.307617
	Iteration 0F: 3 clusters Score -63855.07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -64094.324219 Penalty: 2093.307617
	Iteration 1F: 3 clusters Score -64094.32 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -64255.226562 Penalty: 2093.307617
	Iteration 2F: 3 clusters Score -64255.23 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -64470.500000 Penalty: 2093.307617
	Iteration 3F: 3 clusters Score -64470.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -64609.496094 Penalty: 2093.307617
	Iteration 4F: 3 clusters Score -64609.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -64679.707031 Penalty: 2093.307617
	Iteration 5Q: 3 clusters Score -64679.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -64694.597656 Penalty: 2093.307617
	Iteration 6Q: 3 clusters Score -64694.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -64703.128906 Penalty: 2093.307617
	Iteration 7Q: 3 clusters Score -64703.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -64707.289062 Penalty: 2093.307617
	Iteration 8Q: 3 clusters Score -64707.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -64712.175781 Penalty: 2093.307617
	Iteration 9Q: 3 clusters Score -64712.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -64712.804688 Penalty: 2093.307617
	Iteration 10Q: 3 clusters Score -64712.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -64712.804688 Penalty: 2093.307617
	Iteration 11F: 3 clusters Score -64712.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (69208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69208 members 
Entering Unmasked Estep 
Score: -8604771.000000 Penalty: 1811.041626
	Iteration 0F: 2 clusters Score -8604771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -8558533.000000 Penalty: 3622.083252
	Iteration 0F: 3 clusters Score -8558533 nChanged 32926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -8577108.000000 Penalty: 3622.083252
	Iteration 1F: 3 clusters Score -8577108 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -8577738.000000 Penalty: 3622.083252
	Iteration 2Q: 3 clusters Score -8577738 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -8578545.000000 Penalty: 3622.083252
	Iteration 3Q: 3 clusters Score -8578545 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -8579522.000000 Penalty: 3622.083252
	Iteration 4Q: 3 clusters Score -8579522 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -8580880.000000 Penalty: 3622.083252
	Iteration 5Q: 3 clusters Score -8580880 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -8582680.000000 Penalty: 3622.083252
	Iteration 6Q: 3 clusters Score -8582680 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -8585284.000000 Penalty: 3622.083252
	Iteration 7F: 3 clusters Score -8585284 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -8588253.000000 Penalty: 3622.083252
	Iteration 8F: 3 clusters Score -8588253 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -8591080.000000 Penalty: 3622.083252
	Iteration 9F: 3 clusters Score -8591080 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -8592888.000000 Penalty: 3622.083252
	Iteration 10F: 3 clusters Score -8592888 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -8593807.000000 Penalty: 3622.083252
	Iteration 11Q: 3 clusters Score -8593807 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -8594254.000000 Penalty: 3622.083252
	Iteration 12Q: 3 clusters Score -8594254 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -8594652.000000 Penalty: 3622.083252
	Iteration 13Q: 3 clusters Score -8594652 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -8594943.000000 Penalty: 3622.083252
	Iteration 14Q: 3 clusters Score -8594943 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -8595184.000000 Penalty: 3622.083252
	Iteration 15Q: 3 clusters Score -8595184 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -8595429.000000 Penalty: 3622.083252
	Iteration 16Q: 3 clusters Score -8595429 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -8595679.000000 Penalty: 3622.083252
	Iteration 17Q: 3 clusters Score -8595679 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49385 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -8595910.000000 Penalty: 3622.083252
	Iteration 18Q: 3 clusters Score -8595910 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50295 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -8596193.000000 Penalty: 3622.083252
	Iteration 19Q: 3 clusters Score -8596193 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51231 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -8596438.000000 Penalty: 3622.083252
	Iteration 20F: 3 clusters Score -8596438 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52170 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -8596747.000000 Penalty: 3622.083252
	Iteration 21Q: 3 clusters Score -8596747 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53171 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -8597030.000000 Penalty: 3622.083252
	Iteration 22Q: 3 clusters Score -8597030 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54163 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -8597374.000000 Penalty: 3622.083252
	Iteration 23Q: 3 clusters Score -8597374 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55209 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -8597671.000000 Penalty: 3622.083252
	Iteration 24Q: 3 clusters Score -8597671 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56297 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -8598092.000000 Penalty: 3622.083252
	Iteration 25Q: 3 clusters Score -8598092 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57396 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -8598434.000000 Penalty: 3622.083252
	Iteration 26Q: 3 clusters Score -8598434 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58434 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -8598804.000000 Penalty: 3622.083252
	Iteration 27Q: 3 clusters Score -8598804 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59499 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -8599225.000000 Penalty: 3622.083252
	Iteration 28Q: 3 clusters Score -8599225 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60527 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -8599645.000000 Penalty: 3622.083252
	Iteration 29Q: 3 clusters Score -8599645 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61538 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -8600015.000000 Penalty: 3622.083252
	Iteration 30Q: 3 clusters Score -8600015 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62487 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -8600412.000000 Penalty: 3622.083252
	Iteration 31Q: 3 clusters Score -8600412 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63398 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -8600839.000000 Penalty: 3622.083252
	Iteration 32Q: 3 clusters Score -8600839 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64228 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -8601243.000000 Penalty: 3622.083252
	Iteration 33Q: 3 clusters Score -8601243 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64935 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -8601567.000000 Penalty: 3622.083252
	Iteration 34Q: 3 clusters Score -8601567 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65564 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -8601804.000000 Penalty: 3622.083252
	Iteration 35Q: 3 clusters Score -8601804 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66104 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -8602069.000000 Penalty: 3622.083252
	Iteration 36Q: 3 clusters Score -8602069 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66602 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -8602282.000000 Penalty: 3622.083252
	Iteration 37Q: 3 clusters Score -8602282 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67022 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -8602493.000000 Penalty: 3622.083252
	Iteration 38Q: 3 clusters Score -8602493 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67341 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -8602633.000000 Penalty: 3622.083252
	Iteration 39Q: 3 clusters Score -8602633 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67606 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -8602772.000000 Penalty: 3622.083252
	Iteration 40F: 3 clusters Score -8602772 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67809 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -8602856.000000 Penalty: 3622.083252
	Iteration 41Q: 3 clusters Score -8602856 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67961 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -8602930.000000 Penalty: 3622.083252
	Iteration 42Q: 3 clusters Score -8602930 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68082 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -8603005.000000 Penalty: 3622.083252
	Iteration 43Q: 3 clusters Score -8603005 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68176 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8603055.000000 Penalty: 3622.083252
	Iteration 44Q: 3 clusters Score -8603055 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68251 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -8603084.000000 Penalty: 3622.083252
	Iteration 45Q: 3 clusters Score -8603084 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68324 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -8603137.000000 Penalty: 3622.083252
	Iteration 46Q: 3 clusters Score -8603137 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68380 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8603142.000000 Penalty: 3622.083252
	Iteration 47Q: 3 clusters Score -8603142 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68419 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8603177.000000 Penalty: 3622.083252
	Iteration 48Q: 3 clusters Score -8603177 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68451 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8603191.000000 Penalty: 3622.083252
	Iteration 49Q: 3 clusters Score -8603191 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68477 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8603209.000000 Penalty: 3622.083252
	Iteration 50Q: 3 clusters Score -8603209 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68506 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8603231.000000 Penalty: 3622.083252
	Iteration 51Q: 3 clusters Score -8603231 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68535 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -8603250.000000 Penalty: 3622.083252
	Iteration 52Q: 3 clusters Score -8603250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68556 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8603268.000000 Penalty: 3622.083252
	Iteration 53Q: 3 clusters Score -8603268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68572 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8603276.000000 Penalty: 3622.083252
	Iteration 54Q: 3 clusters Score -8603276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68585 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8603277.000000 Penalty: 3622.083252
	Iteration 55Q: 3 clusters Score -8603277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68595 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8603286.000000 Penalty: 3622.083252
	Iteration 56Q: 3 clusters Score -8603286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68601 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -8603294.000000 Penalty: 3622.083252
	Iteration 57Q: 3 clusters Score -8603294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68610 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8603301.000000 Penalty: 3622.083252
	Iteration 58Q: 3 clusters Score -8603301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68615 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -8603306.000000 Penalty: 3622.083252
	Iteration 59Q: 3 clusters Score -8603306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68624 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8603321.000000 Penalty: 3622.083252
	Iteration 60F: 3 clusters Score -8603321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68631 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8603331.000000 Penalty: 3622.083252
	Iteration 61Q: 3 clusters Score -8603331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68638 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8603329.000000 Penalty: 3622.083252
	Iteration 62Q: 3 clusters Score -8603329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68641 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8603324.000000 Penalty: 3622.083252
	Iteration 63Q: 3 clusters Score -8603324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68644 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8603329.000000 Penalty: 3622.083252
	Iteration 64Q: 3 clusters Score -8603329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68647 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8603332.000000 Penalty: 3622.083252
	Iteration 65Q: 3 clusters Score -8603332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68648 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8603334.000000 Penalty: 3622.083252
	Iteration 66Q: 3 clusters Score -8603334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68650 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8603331.000000 Penalty: 3622.083252
	Iteration 67Q: 3 clusters Score -8603331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68652 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8603336.000000 Penalty: 3622.083252
	Iteration 68Q: 3 clusters Score -8603336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68654 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8603338.000000 Penalty: 3622.083252
	Iteration 69Q: 3 clusters Score -8603338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68656 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8603338.000000 Penalty: 3622.083252
	Iteration 70Q: 3 clusters Score -8603338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68658 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8603337.000000 Penalty: 3622.083252
	Iteration 71Q: 3 clusters Score -8603337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68658 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8603338.000000 Penalty: 3622.083252
	Iteration 72Q: 3 clusters Score -8603338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68658 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8603338.000000 Penalty: 3622.083252
	Iteration 73F: 3 clusters Score -8603338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (97104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97104 members 
Entering Unmasked Estep 
Score: -12176697.000000 Penalty: 1866.074829
	Iteration 0F: 2 clusters Score -1.21767e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 48415 members 
Entering Unmasked Estep 
Score: -12112877.000000 Penalty: 3732.149658
	Iteration 0F: 3 clusters Score -1.211288e+07 nChanged 46611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -12140668.000000 Penalty: 3732.149658
	Iteration 1F: 3 clusters Score -1.214067e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52762 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -12141999.000000 Penalty: 3732.149658
	Iteration 2Q: 3 clusters Score -1.2142e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55266 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -12144191.000000 Penalty: 3732.149658
	Iteration 3Q: 3 clusters Score -1.214419e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58754 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -12147520.000000 Penalty: 3732.149658
	Iteration 4F: 3 clusters Score -1.214752e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63062 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -12152245.000000 Penalty: 3732.149658
	Iteration 5F: 3 clusters Score -1.215224e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67542 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -12157699.000000 Penalty: 3732.149658
	Iteration 6F: 3 clusters Score -1.21577e+07 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71136 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -12162256.000000 Penalty: 3732.149658
	Iteration 7F: 3 clusters Score -1.216226e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73673 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -12165275.000000 Penalty: 3732.149658
	Iteration 8Q: 3 clusters Score -1.216528e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75530 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -12166791.000000 Penalty: 3732.149658
	Iteration 9Q: 3 clusters Score -1.216679e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77094 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -12167746.000000 Penalty: 3732.149658
	Iteration 10Q: 3 clusters Score -1.216775e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78545 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -12168447.000000 Penalty: 3732.149658
	Iteration 11Q: 3 clusters Score -1.216845e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79873 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -12169195.000000 Penalty: 3732.149658
	Iteration 12Q: 3 clusters Score -1.21692e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81141 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -12169896.000000 Penalty: 3732.149658
	Iteration 13Q: 3 clusters Score -1.21699e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82415 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -12170527.000000 Penalty: 3732.149658
	Iteration 14Q: 3 clusters Score -1.217053e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83669 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -12171090.000000 Penalty: 3732.149658
	Iteration 15Q: 3 clusters Score -1.217109e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84801 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -12171616.000000 Penalty: 3732.149658
	Iteration 16Q: 3 clusters Score -1.217162e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85850 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -12172134.000000 Penalty: 3732.149658
	Iteration 17Q: 3 clusters Score -1.217213e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86806 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -12172580.000000 Penalty: 3732.149658
	Iteration 18Q: 3 clusters Score -1.217258e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87702 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -12172951.000000 Penalty: 3732.149658
	Iteration 19Q: 3 clusters Score -1.217295e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88561 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -12173382.000000 Penalty: 3732.149658
	Iteration 20F: 3 clusters Score -1.217338e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89367 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -12173747.000000 Penalty: 3732.149658
	Iteration 21Q: 3 clusters Score -1.217375e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90124 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -12174213.000000 Penalty: 3732.149658
	Iteration 22Q: 3 clusters Score -1.217421e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90861 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -12174594.000000 Penalty: 3732.149658
	Iteration 23Q: 3 clusters Score -1.217459e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91584 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -12175023.000000 Penalty: 3732.149658
	Iteration 24Q: 3 clusters Score -1.217502e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92277 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -12175416.000000 Penalty: 3732.149658
	Iteration 25Q: 3 clusters Score -1.217542e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92855 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -12175614.000000 Penalty: 3732.149658
	Iteration 26Q: 3 clusters Score -1.217561e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93377 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -12175766.000000 Penalty: 3732.149658
	Iteration 27Q: 3 clusters Score -1.217577e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93831 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -12175831.000000 Penalty: 3732.149658
	Iteration 28Q: 3 clusters Score -1.217583e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94218 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -12175962.000000 Penalty: 3732.149658
	Iteration 29Q: 3 clusters Score -1.217596e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94527 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -12176009.000000 Penalty: 3732.149658
	Iteration 30Q: 3 clusters Score -1.217601e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94782 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -12175991.000000 Penalty: 3732.149658
	Iteration 31Q: 3 clusters Score -1.217599e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94997 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -12176013.000000 Penalty: 3732.149658
	Iteration 32Q: 3 clusters Score -1.217601e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95176 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -12175985.000000 Penalty: 3732.149658
	Iteration 33Q: 3 clusters Score -1.217598e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95316 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -12175963.000000 Penalty: 3732.149658
	Iteration 34Q: 3 clusters Score -1.217596e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95433 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -12175926.000000 Penalty: 3732.149658
	Iteration 35Q: 3 clusters Score -1.217593e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95531 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -12175896.000000 Penalty: 3732.149658
	Iteration 36Q: 3 clusters Score -1.21759e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95611 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -12175914.000000 Penalty: 3732.149658
	Iteration 37Q: 3 clusters Score -1.217591e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95690 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -12175920.000000 Penalty: 3732.149658
	Iteration 38Q: 3 clusters Score -1.217592e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95767 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -12175927.000000 Penalty: 3732.149658
	Iteration 39Q: 3 clusters Score -1.217593e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95823 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -12175923.000000 Penalty: 3732.149658
	Iteration 40F: 3 clusters Score -1.217592e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95870 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -12175924.000000 Penalty: 3732.149658
	Iteration 41Q: 3 clusters Score -1.217592e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95914 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -12175917.000000 Penalty: 3732.149658
	Iteration 42Q: 3 clusters Score -1.217592e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95949 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -12175909.000000 Penalty: 3732.149658
	Iteration 43Q: 3 clusters Score -1.217591e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95976 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -12175895.000000 Penalty: 3732.149658
	Iteration 44Q: 3 clusters Score -1.21759e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96002 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -12175907.000000 Penalty: 3732.149658
	Iteration 45Q: 3 clusters Score -1.217591e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96030 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -12175905.000000 Penalty: 3732.149658
	Iteration 46Q: 3 clusters Score -1.21759e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96051 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -12175895.000000 Penalty: 3732.149658
	Iteration 47Q: 3 clusters Score -1.21759e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96064 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -12175882.000000 Penalty: 3732.149658
	Iteration 48Q: 3 clusters Score -1.217588e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96082 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -12175878.000000 Penalty: 3732.149658
	Iteration 49Q: 3 clusters Score -1.217588e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96102 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -12175874.000000 Penalty: 3732.149658
	Iteration 50Q: 3 clusters Score -1.217587e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96117 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -12175872.000000 Penalty: 3732.149658
	Iteration 51Q: 3 clusters Score -1.217587e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96133 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -12175876.000000 Penalty: 3732.149658
	Iteration 52Q: 3 clusters Score -1.217588e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96147 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -12175881.000000 Penalty: 3732.149658
	Iteration 53Q: 3 clusters Score -1.217588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96157 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -12175887.000000 Penalty: 3732.149658
	Iteration 54Q: 3 clusters Score -1.217589e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96163 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -12175874.000000 Penalty: 3732.149658
	Iteration 55Q: 3 clusters Score -1.217587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96167 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -12175871.000000 Penalty: 3732.149658
	Iteration 56Q: 3 clusters Score -1.217587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96168 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -12175870.000000 Penalty: 3732.149658
	Iteration 57Q: 3 clusters Score -1.217587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96173 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -12175871.000000 Penalty: 3732.149658
	Iteration 58Q: 3 clusters Score -1.217587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96176 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -12175864.000000 Penalty: 3732.149658
	Iteration 59Q: 3 clusters Score -1.217586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96179 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -12175872.000000 Penalty: 3732.149658
	Iteration 60F: 3 clusters Score -1.217587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96181 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -12175868.000000 Penalty: 3732.149658
	Iteration 61Q: 3 clusters Score -1.217587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96183 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -12175858.000000 Penalty: 3732.149658
	Iteration 62Q: 3 clusters Score -1.217586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96183 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -12175865.000000 Penalty: 3732.149658
	Iteration 63Q: 3 clusters Score -1.217586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96187 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -12175844.000000 Penalty: 3732.149658
	Iteration 64Q: 3 clusters Score -1.217584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96193 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -12175838.000000 Penalty: 3732.149658
	Iteration 65Q: 3 clusters Score -1.217584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96198 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -12175849.000000 Penalty: 3732.149658
	Iteration 66Q: 3 clusters Score -1.217585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96202 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -12175852.000000 Penalty: 3732.149658
	Iteration 67Q: 3 clusters Score -1.217585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96208 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -12175843.000000 Penalty: 3732.149658
	Iteration 68Q: 3 clusters Score -1.217584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96212 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -12175830.000000 Penalty: 3732.149658
	Iteration 69Q: 3 clusters Score -1.217583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96213 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -12175841.000000 Penalty: 3732.149658
	Iteration 70Q: 3 clusters Score -1.217584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96214 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -12175838.000000 Penalty: 3732.149658
	Iteration 71Q: 3 clusters Score -1.217584e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96214 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -12175838.000000 Penalty: 3732.149658
	Iteration 72F: 3 clusters Score -1.217584e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (69961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69961 members 
Entering Unmasked Estep 
Score: -8864719.000000 Penalty: 1812.800171
	Iteration 0F: 2 clusters Score -8864719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -8818091.000000 Penalty: 3625.600342
	Iteration 0F: 3 clusters Score -8818091 nChanged 33050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -8837421.000000 Penalty: 3625.600342
	Iteration 1F: 3 clusters Score -8837421 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -8838210.000000 Penalty: 3625.600342
	Iteration 2Q: 3 clusters Score -8838210 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -8839590.000000 Penalty: 3625.600342
	Iteration 3Q: 3 clusters Score -8839590 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -8842063.000000 Penalty: 3625.600342
	Iteration 4F: 3 clusters Score -8842063 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 52070 members 
Entering Unmasked Estep 
Score: -8846115.000000 Penalty: 3625.600342
	Iteration 5F: 3 clusters Score -8846115 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 58314 members 
Entering Unmasked Estep 
Score: -8851898.000000 Penalty: 3625.600342
	Iteration 6F: 3 clusters Score -8851898 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 63933 members 
Entering Unmasked Estep 
Score: -8857501.000000 Penalty: 3625.600342
	Iteration 7F: 3 clusters Score -8857501 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 67391 members 
Entering Unmasked Estep 
Score: -8860784.000000 Penalty: 3625.600342
	Iteration 8Q: 3 clusters Score -8860784 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 68921 members 
Entering Unmasked Estep 
Score: -8862234.000000 Penalty: 3625.600342
	Iteration 9Q: 3 clusters Score -8862234 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 69463 members 
Entering Unmasked Estep 
Score: -8862775.000000 Penalty: 3625.600342
	Iteration 10Q: 3 clusters Score -8862775 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 69656 members 
Entering Unmasked Estep 
Score: -8862975.000000 Penalty: 3625.600342
	Iteration 11Q: 3 clusters Score -8862975 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 69723 members 
Entering Unmasked Estep 
Score: -8863047.000000 Penalty: 3625.600342
	Iteration 12Q: 3 clusters Score -8863047 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 69744 members 
Entering Unmasked Estep 
Score: -8863105.000000 Penalty: 3625.600342
	Iteration 13Q: 3 clusters Score -8863105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 69750 members 
Entering Unmasked Estep 
Score: -8863117.000000 Penalty: 3625.600342
	Iteration 14Q: 3 clusters Score -8863117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 69755 members 
Entering Unmasked Estep 
Score: -8863133.000000 Penalty: 3625.600342
	Iteration 15Q: 3 clusters Score -8863133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 69757 members 
Entering Unmasked Estep 
Score: -8863143.000000 Penalty: 3625.600342
	Iteration 16Q: 3 clusters Score -8863143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 69760 members 
Entering Unmasked Estep 
Score: -8863148.000000 Penalty: 3625.600342
	Iteration 17Q: 3 clusters Score -8863148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 69760 members 
Entering Unmasked Estep 
Score: -8863148.000000 Penalty: 3625.600342
	Iteration 18F: 3 clusters Score -8863148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -45578.738281 Penalty: 1001.196167
	Iteration 0F: 2 clusters Score -45578.74 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 246 members 
Entering Unmasked Estep 
Score: -44616.156250 Penalty: 2002.392334
	Iteration 0F: 3 clusters Score -44616.16 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -44935.433594 Penalty: 2002.392334
	Iteration 1F: 3 clusters Score -44935.43 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45149.042969 Penalty: 2002.392334
	Iteration 2F: 3 clusters Score -45149.04 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -45307.257812 Penalty: 2002.392334
	Iteration 3F: 3 clusters Score -45307.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -45432.527344 Penalty: 2002.392334
	Iteration 4F: 3 clusters Score -45432.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -45487.074219 Penalty: 2002.392334
	Iteration 5Q: 3 clusters Score -45487.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -45512.250000 Penalty: 2002.392334
	Iteration 6Q: 3 clusters Score -45512.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -45526.652344 Penalty: 2002.392334
	Iteration 7Q: 3 clusters Score -45526.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45536.484375 Penalty: 2002.392334
	Iteration 8Q: 3 clusters Score -45536.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45543.917969 Penalty: 2002.392334
	Iteration 9Q: 3 clusters Score -45543.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45553.281250 Penalty: 2002.392334
	Iteration 10Q: 3 clusters Score -45553.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45553.753906 Penalty: 2002.392334
	Iteration 11Q: 3 clusters Score -45553.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45554.761719 Penalty: 2002.392334
	Iteration 12Q: 3 clusters Score -45554.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45554.761719 Penalty: 2002.392334
	Iteration 13F: 3 clusters Score -45554.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -18189.689453 Penalty: 927.944336
	Iteration 0F: 2 clusters Score -18189.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -17476.734375 Penalty: 1855.888672
	Iteration 0F: 3 clusters Score -17476.73 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17849.949219 Penalty: 1855.888672
	Iteration 1F: 3 clusters Score -17849.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18045.904297 Penalty: 1855.888672
	Iteration 2F: 3 clusters Score -18045.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18202.033203 Penalty: 1855.888672
	Iteration 3Q: 3 clusters Score -18202.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18379.619141 Penalty: 1855.888672
	Iteration 4Q: 3 clusters Score -18379.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18502.177734 Penalty: 1855.888672
	Iteration 5Q: 3 clusters Score -18502.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18539.562500 Penalty: 1855.888672
	Iteration 6Q: 3 clusters Score -18539.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18561.466797 Penalty: 1855.888672
	Iteration 7Q: 3 clusters Score -18561.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18584.187500 Penalty: 1855.888672
	Iteration 8Q: 3 clusters Score -18584.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18598.986328 Penalty: 1855.888672
	Iteration 9Q: 3 clusters Score -18598.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18607.210938 Penalty: 1855.888672
	Iteration 10Q: 3 clusters Score -18607.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18612.701172 Penalty: 1855.888672
	Iteration 11Q: 3 clusters Score -18612.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18619.544922 Penalty: 1855.888672
	Iteration 12Q: 3 clusters Score -18619.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18623.169922 Penalty: 1855.888672
	Iteration 13Q: 3 clusters Score -18623.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18627.486328 Penalty: 1855.888672
	Iteration 14F: 3 clusters Score -18627.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18668.281250 Penalty: 1855.888672
	Iteration 15Q: 3 clusters Score -18668.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18708.353516 Penalty: 1855.888672
	Iteration 16Q: 3 clusters Score -18708.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18726.306641 Penalty: 1855.888672
	Iteration 17Q: 3 clusters Score -18726.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18726.306641 Penalty: 1855.888672
	Iteration 18F: 3 clusters Score -18726.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21333 members 
Mstep: Class 4 contains 25194 members 
Mstep: Class 5 contains 10024 members 
Mstep: Class 6 contains 6785 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4925 members 
Mstep: Class 9 contains 4606 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 13746 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36699 members 
Mstep: Class 14 contains 55608 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 8745 members 
Mstep: Class 17 contains 107845 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9733 members 
Mstep: Class 20 contains 53817 members 
Mstep: Class 21 contains 6674 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69208 members 
Mstep: Class 24 contains 97104 members 
Mstep: Class 25 contains 69961 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 167 members 
Mstep: Class 28 contains 102504 members 
Mstep: Class 29 contains 4759 members 
Mstep: Class 30 contains 75625 members 
Mstep: Class 31 contains 93359 members 
Mstep: Class 32 contains 3122 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9497 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 474 members 
Mstep: Class 40 contains 135 members 
Entering Unmasked Estep 
Score: -111774224.000000 Penalty: 89247.812500
Splitting cluster 27 changes total score from -111774888.000000 to -111774224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (102504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102504 members 
Entering Unmasked Estep 
Score: -12860864.000000 Penalty: 1874.869263
	Iteration 0F: 2 clusters Score -1.286086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51160 members 
Mstep: Class 2 contains 51344 members 
Entering Unmasked Estep 
Score: -12793593.000000 Penalty: 3749.738525
	Iteration 0F: 3 clusters Score -1.279359e+07 nChanged 48804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49634 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -12822216.000000 Penalty: 3749.738525
	Iteration 1F: 3 clusters Score -1.282222e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48597 members 
Mstep: Class 2 contains 53907 members 
Entering Unmasked Estep 
Score: -12823228.000000 Penalty: 3749.738525
	Iteration 2Q: 3 clusters Score -1.282323e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47334 members 
Mstep: Class 2 contains 55170 members 
Entering Unmasked Estep 
Score: -12824777.000000 Penalty: 3749.738525
	Iteration 3Q: 3 clusters Score -1.282478e+07 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 56426 members 
Entering Unmasked Estep 
Score: -12827288.000000 Penalty: 3749.738525
	Iteration 4F: 3 clusters Score -1.282729e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 57168 members 
Entering Unmasked Estep 
Score: -12831267.000000 Penalty: 3749.738525
	Iteration 5F: 3 clusters Score -1.283127e+07 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 56876 members 
Entering Unmasked Estep 
Score: -12836069.000000 Penalty: 3749.738525
	Iteration 6F: 3 clusters Score -1.283607e+07 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47193 members 
Mstep: Class 2 contains 55311 members 
Entering Unmasked Estep 
Score: -12840662.000000 Penalty: 3749.738525
	Iteration 7F: 3 clusters Score -1.284066e+07 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49631 members 
Mstep: Class 2 contains 52873 members 
Entering Unmasked Estep 
Score: -12843030.000000 Penalty: 3749.738525
	Iteration 8F: 3 clusters Score -1.284303e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51848 members 
Mstep: Class 2 contains 50656 members 
Entering Unmasked Estep 
Score: -12844274.000000 Penalty: 3749.738525
	Iteration 9Q: 3 clusters Score -1.284427e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54175 members 
Mstep: Class 2 contains 48329 members 
Entering Unmasked Estep 
Score: -12845697.000000 Penalty: 3749.738525
	Iteration 10Q: 3 clusters Score -1.28457e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56411 members 
Mstep: Class 2 contains 46093 members 
Entering Unmasked Estep 
Score: -12846953.000000 Penalty: 3749.738525
	Iteration 11Q: 3 clusters Score -1.284695e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58260 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -12847601.000000 Penalty: 3749.738525
	Iteration 12Q: 3 clusters Score -1.28476e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59951 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -12847924.000000 Penalty: 3749.738525
	Iteration 13Q: 3 clusters Score -1.284792e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61866 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -12848116.000000 Penalty: 3749.738525
	Iteration 14Q: 3 clusters Score -1.284812e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64137 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -12848395.000000 Penalty: 3749.738525
	Iteration 15Q: 3 clusters Score -1.28484e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66822 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -12848688.000000 Penalty: 3749.738525
	Iteration 16Q: 3 clusters Score -1.284869e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70060 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -12848662.000000 Penalty: 3749.738525
	Iteration 17Q: 3 clusters Score -1.284866e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73853 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -12848917.000000 Penalty: 3749.738525
	Iteration 18Q: 3 clusters Score -1.284892e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77839 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -12849185.000000 Penalty: 3749.738525
	Iteration 19Q: 3 clusters Score -1.284918e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81977 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -12849470.000000 Penalty: 3749.738525
	Iteration 20F: 3 clusters Score -1.284947e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86284 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -12849826.000000 Penalty: 3749.738525
	Iteration 21Q: 3 clusters Score -1.284983e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90475 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -12851538.000000 Penalty: 3749.738525
	Iteration 22Q: 3 clusters Score -1.285154e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94068 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -12855765.000000 Penalty: 3749.738525
	Iteration 23Q: 3 clusters Score -1.285576e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96321 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -12857476.000000 Penalty: 3749.738525
	Iteration 24Q: 3 clusters Score -1.285748e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97832 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -12858372.000000 Penalty: 3749.738525
	Iteration 25Q: 3 clusters Score -1.285837e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98913 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -12858883.000000 Penalty: 3749.738525
	Iteration 26Q: 3 clusters Score -1.285888e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99680 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -12859215.000000 Penalty: 3749.738525
	Iteration 27Q: 3 clusters Score -1.285922e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100217 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -12859349.000000 Penalty: 3749.738525
	Iteration 28Q: 3 clusters Score -1.285935e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100607 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -12859475.000000 Penalty: 3749.738525
	Iteration 29Q: 3 clusters Score -1.285948e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100908 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -12859550.000000 Penalty: 3749.738525
	Iteration 30Q: 3 clusters Score -1.285955e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101126 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -12859588.000000 Penalty: 3749.738525
	Iteration 31Q: 3 clusters Score -1.285959e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101280 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -12859605.000000 Penalty: 3749.738525
	Iteration 32Q: 3 clusters Score -1.28596e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101388 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -12859624.000000 Penalty: 3749.738525
	Iteration 33Q: 3 clusters Score -1.285962e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101482 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -12859632.000000 Penalty: 3749.738525
	Iteration 34Q: 3 clusters Score -1.285963e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101550 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -12859645.000000 Penalty: 3749.738525
	Iteration 35Q: 3 clusters Score -1.285964e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101593 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -12859652.000000 Penalty: 3749.738525
	Iteration 36Q: 3 clusters Score -1.285965e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101631 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -12859656.000000 Penalty: 3749.738525
	Iteration 37Q: 3 clusters Score -1.285966e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101658 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -12859666.000000 Penalty: 3749.738525
	Iteration 38Q: 3 clusters Score -1.285967e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101671 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -12859674.000000 Penalty: 3749.738525
	Iteration 39Q: 3 clusters Score -1.285967e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101686 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -12859679.000000 Penalty: 3749.738525
	Iteration 40F: 3 clusters Score -1.285968e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101707 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -12859650.000000 Penalty: 3749.738525
	Iteration 41Q: 3 clusters Score -1.285965e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101726 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -12859643.000000 Penalty: 3749.738525
	Iteration 42Q: 3 clusters Score -1.285964e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101736 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -12859650.000000 Penalty: 3749.738525
	Iteration 43Q: 3 clusters Score -1.285965e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101748 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -12859655.000000 Penalty: 3749.738525
	Iteration 44Q: 3 clusters Score -1.285966e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101751 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -12859662.000000 Penalty: 3749.738525
	Iteration 45Q: 3 clusters Score -1.285966e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101757 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -12859669.000000 Penalty: 3749.738525
	Iteration 46Q: 3 clusters Score -1.285967e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101765 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -12859691.000000 Penalty: 3749.738525
	Iteration 47Q: 3 clusters Score -1.285969e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101775 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -12859698.000000 Penalty: 3749.738525
	Iteration 48Q: 3 clusters Score -1.28597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101781 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -12859691.000000 Penalty: 3749.738525
	Iteration 49Q: 3 clusters Score -1.285969e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101792 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -12859685.000000 Penalty: 3749.738525
	Iteration 50Q: 3 clusters Score -1.285968e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101801 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -12859688.000000 Penalty: 3749.738525
	Iteration 51Q: 3 clusters Score -1.285969e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101810 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -12859692.000000 Penalty: 3749.738525
	Iteration 52Q: 3 clusters Score -1.285969e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101812 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -12859699.000000 Penalty: 3749.738525
	Iteration 53Q: 3 clusters Score -1.28597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101816 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -12859690.000000 Penalty: 3749.738525
	Iteration 54Q: 3 clusters Score -1.285969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101818 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -12859688.000000 Penalty: 3749.738525
	Iteration 55Q: 3 clusters Score -1.285969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101819 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -12859684.000000 Penalty: 3749.738525
	Iteration 56Q: 3 clusters Score -1.285968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101821 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -12859689.000000 Penalty: 3749.738525
	Iteration 57Q: 3 clusters Score -1.285969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101822 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -12859687.000000 Penalty: 3749.738525
	Iteration 58Q: 3 clusters Score -1.285969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101824 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -12859685.000000 Penalty: 3749.738525
	Iteration 59Q: 3 clusters Score -1.285968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101825 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -12859691.000000 Penalty: 3749.738525
	Iteration 60F: 3 clusters Score -1.285969e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Entering Unmasked Estep 
Score: -590670.437500 Penalty: 1376.016235
	Iteration 0F: 2 clusters Score -590670.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -586782.250000 Penalty: 2752.032471
	Iteration 0F: 3 clusters Score -586782.2 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -587890.375000 Penalty: 2752.032471
	Iteration 1F: 3 clusters Score -587890.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -588072.187500 Penalty: 2752.032471
	Iteration 2F: 3 clusters Score -588072.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -588181.312500 Penalty: 2752.032471
	Iteration 3Q: 3 clusters Score -588181.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -588260.187500 Penalty: 2752.032471
	Iteration 4Q: 3 clusters Score -588260.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -588323.375000 Penalty: 2752.032471
	Iteration 5Q: 3 clusters Score -588323.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -588383.812500 Penalty: 2752.032471
	Iteration 6Q: 3 clusters Score -588383.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -588437.625000 Penalty: 2752.032471
	Iteration 7Q: 3 clusters Score -588437.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -588478.812500 Penalty: 2752.032471
	Iteration 8Q: 3 clusters Score -588478.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -588524.875000 Penalty: 2752.032471
	Iteration 9Q: 3 clusters Score -588524.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -588582.812500 Penalty: 2752.032471
	Iteration 10Q: 3 clusters Score -588582.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -588641.625000 Penalty: 2752.032471
	Iteration 11Q: 3 clusters Score -588641.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -588701.375000 Penalty: 2752.032471
	Iteration 12Q: 3 clusters Score -588701.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -588769.250000 Penalty: 2752.032471
	Iteration 13Q: 3 clusters Score -588769.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -588838.437500 Penalty: 2752.032471
	Iteration 14Q: 3 clusters Score -588838.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -588919.750000 Penalty: 2752.032471
	Iteration 15Q: 3 clusters Score -588919.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -588997.437500 Penalty: 2752.032471
	Iteration 16Q: 3 clusters Score -588997.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -589066.062500 Penalty: 2752.032471
	Iteration 17Q: 3 clusters Score -589066.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -589115.375000 Penalty: 2752.032471
	Iteration 18Q: 3 clusters Score -589115.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -589171.500000 Penalty: 2752.032471
	Iteration 19Q: 3 clusters Score -589171.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -589232.375000 Penalty: 2752.032471
	Iteration 20F: 3 clusters Score -589232.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -589287.000000 Penalty: 2752.032471
	Iteration 21Q: 3 clusters Score -589287 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -589330.562500 Penalty: 2752.032471
	Iteration 22Q: 3 clusters Score -589330.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -589369.312500 Penalty: 2752.032471
	Iteration 23Q: 3 clusters Score -589369.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -589408.812500 Penalty: 2752.032471
	Iteration 24Q: 3 clusters Score -589408.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -589437.562500 Penalty: 2752.032471
	Iteration 25Q: 3 clusters Score -589437.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -589462.125000 Penalty: 2752.032471
	Iteration 26Q: 3 clusters Score -589462.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -589482.437500 Penalty: 2752.032471
	Iteration 27Q: 3 clusters Score -589482.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -589497.062500 Penalty: 2752.032471
	Iteration 28Q: 3 clusters Score -589497.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -589509.000000 Penalty: 2752.032471
	Iteration 29Q: 3 clusters Score -589509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -589514.312500 Penalty: 2752.032471
	Iteration 30Q: 3 clusters Score -589514.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -589520.937500 Penalty: 2752.032471
	Iteration 31Q: 3 clusters Score -589520.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -589528.375000 Penalty: 2752.032471
	Iteration 32Q: 3 clusters Score -589528.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -589531.937500 Penalty: 2752.032471
	Iteration 33Q: 3 clusters Score -589531.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -589536.125000 Penalty: 2752.032471
	Iteration 34Q: 3 clusters Score -589536.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -589538.000000 Penalty: 2752.032471
	Iteration 35Q: 3 clusters Score -589538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -589538.000000 Penalty: 2752.032471
	Iteration 36Q: 3 clusters Score -589538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -589538.000000 Penalty: 2752.032471
	Iteration 37Q: 3 clusters Score -589538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -589540.250000 Penalty: 2752.032471
	Iteration 38Q: 3 clusters Score -589540.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -589540.500000 Penalty: 2752.032471
	Iteration 39Q: 3 clusters Score -589540.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -589541.062500 Penalty: 2752.032471
	Iteration 40F: 3 clusters Score -589541.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -589542.125000 Penalty: 2752.032471
	Iteration 41Q: 3 clusters Score -589542.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -589543.312500 Penalty: 2752.032471
	Iteration 42Q: 3 clusters Score -589543.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -589543.312500 Penalty: 2752.032471
	Iteration 43F: 3 clusters Score -589543.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (75625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75625 members 
Entering Unmasked Estep 
Score: -9212606.000000 Penalty: 1825.450684
	Iteration 0F: 2 clusters Score -9212606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -9162148.000000 Penalty: 3650.901367
	Iteration 0F: 3 clusters Score -9162148 nChanged 35882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -9182731.000000 Penalty: 3650.901367
	Iteration 1F: 3 clusters Score -9182731 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -9183413.000000 Penalty: 3650.901367
	Iteration 2Q: 3 clusters Score -9183413 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -9184070.000000 Penalty: 3650.901367
	Iteration 3Q: 3 clusters Score -9184070 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -9184831.000000 Penalty: 3650.901367
	Iteration 4Q: 3 clusters Score -9184831 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -9185797.000000 Penalty: 3650.901367
	Iteration 5Q: 3 clusters Score -9185797 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -9187081.000000 Penalty: 3650.901367
	Iteration 6Q: 3 clusters Score -9187081 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48673 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -9189155.000000 Penalty: 3650.901367
	Iteration 7F: 3 clusters Score -9189155 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53020 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -9192134.000000 Penalty: 3650.901367
	Iteration 8F: 3 clusters Score -9192134 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58189 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -9196226.000000 Penalty: 3650.901367
	Iteration 9F: 3 clusters Score -9196226 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63569 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -9201040.000000 Penalty: 3650.901367
	Iteration 10F: 3 clusters Score -9201040 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68296 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -9205273.000000 Penalty: 3650.901367
	Iteration 11F: 3 clusters Score -9205273 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71637 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -9208395.000000 Penalty: 3650.901367
	Iteration 12Q: 3 clusters Score -9208395 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73507 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -9210122.000000 Penalty: 3650.901367
	Iteration 13Q: 3 clusters Score -9210122 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74359 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -9210976.000000 Penalty: 3650.901367
	Iteration 14Q: 3 clusters Score -9210976 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74685 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -9211404.000000 Penalty: 3650.901367
	Iteration 15Q: 3 clusters Score -9211404 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74802 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -9211601.000000 Penalty: 3650.901367
	Iteration 16Q: 3 clusters Score -9211601 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74844 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -9211691.000000 Penalty: 3650.901367
	Iteration 17Q: 3 clusters Score -9211691 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74870 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -9211706.000000 Penalty: 3650.901367
	Iteration 18Q: 3 clusters Score -9211706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74884 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -9211718.000000 Penalty: 3650.901367
	Iteration 19Q: 3 clusters Score -9211718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74895 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -9211736.000000 Penalty: 3650.901367
	Iteration 20F: 3 clusters Score -9211736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74902 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -9211738.000000 Penalty: 3650.901367
	Iteration 21Q: 3 clusters Score -9211738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74903 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -9211736.000000 Penalty: 3650.901367
	Iteration 22Q: 3 clusters Score -9211736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74901 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -9211744.000000 Penalty: 3650.901367
	Iteration 23Q: 3 clusters Score -9211744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74903 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -9211736.000000 Penalty: 3650.901367
	Iteration 24Q: 3 clusters Score -9211736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74903 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -9211741.000000 Penalty: 3650.901367
	Iteration 25Q: 3 clusters Score -9211741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74904 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -9211744.000000 Penalty: 3650.901367
	Iteration 26Q: 3 clusters Score -9211744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74905 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -9211744.000000 Penalty: 3650.901367
	Iteration 27Q: 3 clusters Score -9211744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74906 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9211742.000000 Penalty: 3650.901367
	Iteration 28Q: 3 clusters Score -9211742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74906 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9211744.000000 Penalty: 3650.901367
	Iteration 29Q: 3 clusters Score -9211744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74908 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -9211743.000000 Penalty: 3650.901367
	Iteration 30Q: 3 clusters Score -9211743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74912 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -9211741.000000 Penalty: 3650.901367
	Iteration 31Q: 3 clusters Score -9211741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74913 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -9211738.000000 Penalty: 3650.901367
	Iteration 32Q: 3 clusters Score -9211738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74915 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -9211745.000000 Penalty: 3650.901367
	Iteration 33Q: 3 clusters Score -9211745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74917 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -9211751.000000 Penalty: 3650.901367
	Iteration 34Q: 3 clusters Score -9211751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74919 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9211751.000000 Penalty: 3650.901367
	Iteration 35Q: 3 clusters Score -9211751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74921 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9211750.000000 Penalty: 3650.901367
	Iteration 36Q: 3 clusters Score -9211750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74923 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9211753.000000 Penalty: 3650.901367
	Iteration 37Q: 3 clusters Score -9211753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74926 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9211754.000000 Penalty: 3650.901367
	Iteration 38Q: 3 clusters Score -9211754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74927 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9211749.000000 Penalty: 3650.901367
	Iteration 39Q: 3 clusters Score -9211749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74927 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9211749.000000 Penalty: 3650.901367
	Iteration 40F: 3 clusters Score -9211749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (93359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93359 members 
Entering Unmasked Estep 
Score: -11792741.000000 Penalty: 1859.683716
	Iteration 0F: 2 clusters Score -1.179274e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 46657 members 
Entering Unmasked Estep 
Score: -11732092.000000 Penalty: 3719.367432
	Iteration 0F: 3 clusters Score -1.173209e+07 nChanged 44556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -11758023.000000 Penalty: 3719.367432
	Iteration 1F: 3 clusters Score -1.175802e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -11758797.000000 Penalty: 3719.367432
	Iteration 2Q: 3 clusters Score -1.17588e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -11759737.000000 Penalty: 3719.367432
	Iteration 3Q: 3 clusters Score -1.175974e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -11760799.000000 Penalty: 3719.367432
	Iteration 4Q: 3 clusters Score -1.17608e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -11762398.000000 Penalty: 3719.367432
	Iteration 5Q: 3 clusters Score -1.17624e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -11764611.000000 Penalty: 3719.367432
	Iteration 6Q: 3 clusters Score -1.176461e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50041 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -11767625.000000 Penalty: 3719.367432
	Iteration 7F: 3 clusters Score -1.176762e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52224 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -11771481.000000 Penalty: 3719.367432
	Iteration 8F: 3 clusters Score -1.177148e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54806 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -11776407.000000 Penalty: 3719.367432
	Iteration 9F: 3 clusters Score -1.177641e+07 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57269 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -11780647.000000 Penalty: 3719.367432
	Iteration 10F: 3 clusters Score -1.178065e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59344 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -11783016.000000 Penalty: 3719.367432
	Iteration 11Q: 3 clusters Score -1.178302e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61115 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -11784325.000000 Penalty: 3719.367432
	Iteration 12Q: 3 clusters Score -1.178432e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62770 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -11785258.000000 Penalty: 3719.367432
	Iteration 13Q: 3 clusters Score -1.178526e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64380 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -11786037.000000 Penalty: 3719.367432
	Iteration 14Q: 3 clusters Score -1.178604e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65943 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -11786784.000000 Penalty: 3719.367432
	Iteration 15Q: 3 clusters Score -1.178678e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67454 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -11787512.000000 Penalty: 3719.367432
	Iteration 16Q: 3 clusters Score -1.178751e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68847 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -11788135.000000 Penalty: 3719.367432
	Iteration 17Q: 3 clusters Score -1.178814e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70160 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -11788611.000000 Penalty: 3719.367432
	Iteration 18Q: 3 clusters Score -1.178861e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71408 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -11788999.000000 Penalty: 3719.367432
	Iteration 19Q: 3 clusters Score -1.1789e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72627 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -11789307.000000 Penalty: 3719.367432
	Iteration 20F: 3 clusters Score -1.178931e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73839 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -11789660.000000 Penalty: 3719.367432
	Iteration 21Q: 3 clusters Score -1.178966e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75062 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -11789940.000000 Penalty: 3719.367432
	Iteration 22Q: 3 clusters Score -1.178994e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76287 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -11790281.000000 Penalty: 3719.367432
	Iteration 23Q: 3 clusters Score -1.179028e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77476 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -11790521.000000 Penalty: 3719.367432
	Iteration 24Q: 3 clusters Score -1.179052e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78592 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -11790672.000000 Penalty: 3719.367432
	Iteration 25Q: 3 clusters Score -1.179067e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79701 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -11790893.000000 Penalty: 3719.367432
	Iteration 26Q: 3 clusters Score -1.179089e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80821 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -11791045.000000 Penalty: 3719.367432
	Iteration 27Q: 3 clusters Score -1.179104e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81945 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -11791219.000000 Penalty: 3719.367432
	Iteration 28Q: 3 clusters Score -1.179122e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83035 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -11791410.000000 Penalty: 3719.367432
	Iteration 29Q: 3 clusters Score -1.179141e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84074 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -11791563.000000 Penalty: 3719.367432
	Iteration 30Q: 3 clusters Score -1.179156e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85075 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -11791787.000000 Penalty: 3719.367432
	Iteration 31Q: 3 clusters Score -1.179179e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85987 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -11791982.000000 Penalty: 3719.367432
	Iteration 32Q: 3 clusters Score -1.179198e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86832 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -11792110.000000 Penalty: 3719.367432
	Iteration 33Q: 3 clusters Score -1.179211e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87610 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -11792244.000000 Penalty: 3719.367432
	Iteration 34Q: 3 clusters Score -1.179224e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88300 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -11792349.000000 Penalty: 3719.367432
	Iteration 35Q: 3 clusters Score -1.179235e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88901 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -11792432.000000 Penalty: 3719.367432
	Iteration 36Q: 3 clusters Score -1.179243e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89409 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -11792461.000000 Penalty: 3719.367432
	Iteration 37Q: 3 clusters Score -1.179246e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89844 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -11792439.000000 Penalty: 3719.367432
	Iteration 38Q: 3 clusters Score -1.179244e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90191 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -11792351.000000 Penalty: 3719.367432
	Iteration 39Q: 3 clusters Score -1.179235e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90527 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -11792289.000000 Penalty: 3719.367432
	Iteration 40F: 3 clusters Score -1.179229e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90879 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -11792245.000000 Penalty: 3719.367432
	Iteration 41Q: 3 clusters Score -1.179224e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91202 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -11792149.000000 Penalty: 3719.367432
	Iteration 42Q: 3 clusters Score -1.179215e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91468 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -11791990.000000 Penalty: 3719.367432
	Iteration 43Q: 3 clusters Score -1.179199e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91708 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -11791978.000000 Penalty: 3719.367432
	Iteration 44Q: 3 clusters Score -1.179198e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91888 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -11791944.000000 Penalty: 3719.367432
	Iteration 45Q: 3 clusters Score -1.179194e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92052 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -11791873.000000 Penalty: 3719.367432
	Iteration 46Q: 3 clusters Score -1.179187e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92167 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -11791857.000000 Penalty: 3719.367432
	Iteration 47Q: 3 clusters Score -1.179186e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92271 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -11791820.000000 Penalty: 3719.367432
	Iteration 48Q: 3 clusters Score -1.179182e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92350 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -11791776.000000 Penalty: 3719.367432
	Iteration 49Q: 3 clusters Score -1.179178e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92417 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -11791779.000000 Penalty: 3719.367432
	Iteration 50Q: 3 clusters Score -1.179178e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92466 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -11791748.000000 Penalty: 3719.367432
	Iteration 51Q: 3 clusters Score -1.179175e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92503 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -11791736.000000 Penalty: 3719.367432
	Iteration 52Q: 3 clusters Score -1.179174e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92532 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -11791714.000000 Penalty: 3719.367432
	Iteration 53Q: 3 clusters Score -1.179171e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92552 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -11791706.000000 Penalty: 3719.367432
	Iteration 54Q: 3 clusters Score -1.179171e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92571 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -11791704.000000 Penalty: 3719.367432
	Iteration 55Q: 3 clusters Score -1.17917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92579 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -11791702.000000 Penalty: 3719.367432
	Iteration 56Q: 3 clusters Score -1.17917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92584 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -11791698.000000 Penalty: 3719.367432
	Iteration 57Q: 3 clusters Score -1.17917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92590 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -11791700.000000 Penalty: 3719.367432
	Iteration 58Q: 3 clusters Score -1.17917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92593 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -11791699.000000 Penalty: 3719.367432
	Iteration 59Q: 3 clusters Score -1.17917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92595 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -11791696.000000 Penalty: 3719.367432
	Iteration 60F: 3 clusters Score -1.17917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92596 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -11791699.000000 Penalty: 3719.367432
	Iteration 61Q: 3 clusters Score -1.17917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92598 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -11791699.000000 Penalty: 3719.367432
	Iteration 62Q: 3 clusters Score -1.17917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92601 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -11791683.000000 Penalty: 3719.367432
	Iteration 63Q: 3 clusters Score -1.179168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92604 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -11791688.000000 Penalty: 3719.367432
	Iteration 64Q: 3 clusters Score -1.179169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92607 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -11791686.000000 Penalty: 3719.367432
	Iteration 65Q: 3 clusters Score -1.179169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92612 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -11791694.000000 Penalty: 3719.367432
	Iteration 66Q: 3 clusters Score -1.179169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92613 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -11791685.000000 Penalty: 3719.367432
	Iteration 67Q: 3 clusters Score -1.179168e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92619 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -11791678.000000 Penalty: 3719.367432
	Iteration 68Q: 3 clusters Score -1.179168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92622 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -11791684.000000 Penalty: 3719.367432
	Iteration 69Q: 3 clusters Score -1.179168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92625 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -11791674.000000 Penalty: 3719.367432
	Iteration 70Q: 3 clusters Score -1.179167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92626 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -11791672.000000 Penalty: 3719.367432
	Iteration 71Q: 3 clusters Score -1.179167e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92626 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -11791672.000000 Penalty: 3719.367432
	Iteration 72F: 3 clusters Score -1.179167e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Entering Unmasked Estep 
Score: -390896.718750 Penalty: 1307.512329
	Iteration 0F: 2 clusters Score -390896.7 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 1579 members 
Entering Unmasked Estep 
Score: -388101.843750 Penalty: 2615.024658
	Iteration 0F: 3 clusters Score -388101.8 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -388786.468750 Penalty: 2615.024658
	Iteration 1F: 3 clusters Score -388786.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -388942.000000 Penalty: 2615.024658
	Iteration 2F: 3 clusters Score -388942 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -389049.718750 Penalty: 2615.024658
	Iteration 3F: 3 clusters Score -389049.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -389122.187500 Penalty: 2615.024658
	Iteration 4Q: 3 clusters Score -389122.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -389173.062500 Penalty: 2615.024658
	Iteration 5Q: 3 clusters Score -389173.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -389215.687500 Penalty: 2615.024658
	Iteration 6Q: 3 clusters Score -389215.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -389247.062500 Penalty: 2615.024658
	Iteration 7Q: 3 clusters Score -389247.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -389274.875000 Penalty: 2615.024658
	Iteration 8Q: 3 clusters Score -389274.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -389299.937500 Penalty: 2615.024658
	Iteration 9Q: 3 clusters Score -389299.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -389318.312500 Penalty: 2615.024658
	Iteration 10Q: 3 clusters Score -389318.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -389342.875000 Penalty: 2615.024658
	Iteration 11Q: 3 clusters Score -389342.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -389361.156250 Penalty: 2615.024658
	Iteration 12Q: 3 clusters Score -389361.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -389390.687500 Penalty: 2615.024658
	Iteration 13Q: 3 clusters Score -389390.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -389424.218750 Penalty: 2615.024658
	Iteration 14Q: 3 clusters Score -389424.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -389465.343750 Penalty: 2615.024658
	Iteration 15Q: 3 clusters Score -389465.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -389514.437500 Penalty: 2615.024658
	Iteration 16Q: 3 clusters Score -389514.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -389566.968750 Penalty: 2615.024658
	Iteration 17Q: 3 clusters Score -389567 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -389617.625000 Penalty: 2615.024658
	Iteration 18Q: 3 clusters Score -389617.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -389658.906250 Penalty: 2615.024658
	Iteration 19Q: 3 clusters Score -389658.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -389691.906250 Penalty: 2615.024658
	Iteration 20F: 3 clusters Score -389691.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -389719.875000 Penalty: 2615.024658
	Iteration 21Q: 3 clusters Score -389719.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -389748.843750 Penalty: 2615.024658
	Iteration 22Q: 3 clusters Score -389748.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -389765.031250 Penalty: 2615.024658
	Iteration 23Q: 3 clusters Score -389765 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -389776.968750 Penalty: 2615.024658
	Iteration 24Q: 3 clusters Score -389777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -389789.187500 Penalty: 2615.024658
	Iteration 25Q: 3 clusters Score -389789.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -389804.593750 Penalty: 2615.024658
	Iteration 26Q: 3 clusters Score -389804.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -389819.656250 Penalty: 2615.024658
	Iteration 27Q: 3 clusters Score -389819.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -389832.843750 Penalty: 2615.024658
	Iteration 28Q: 3 clusters Score -389832.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -389842.718750 Penalty: 2615.024658
	Iteration 29Q: 3 clusters Score -389842.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -389855.281250 Penalty: 2615.024658
	Iteration 30Q: 3 clusters Score -389855.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -389864.250000 Penalty: 2615.024658
	Iteration 31Q: 3 clusters Score -389864.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -389868.875000 Penalty: 2615.024658
	Iteration 32Q: 3 clusters Score -389868.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -389872.031250 Penalty: 2615.024658
	Iteration 33Q: 3 clusters Score -389872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -389873.281250 Penalty: 2615.024658
	Iteration 34Q: 3 clusters Score -389873.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -389876.187500 Penalty: 2615.024658
	Iteration 35Q: 3 clusters Score -389876.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -389876.500000 Penalty: 2615.024658
	Iteration 36Q: 3 clusters Score -389876.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -389876.500000 Penalty: 2615.024658
	Iteration 37F: 3 clusters Score -389876.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Entering Unmasked Estep 
Score: -177139.671875 Penalty: 1186.217041
	Iteration 0F: 2 clusters Score -177139.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -175395.265625 Penalty: 2372.434082
	Iteration 0F: 3 clusters Score -175395.3 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -175815.171875 Penalty: 2372.434082
	Iteration 1F: 3 clusters Score -175815.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -175971.046875 Penalty: 2372.434082
	Iteration 2F: 3 clusters Score -175971 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -176091.812500 Penalty: 2372.434082
	Iteration 3F: 3 clusters Score -176091.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -176175.375000 Penalty: 2372.434082
	Iteration 4Q: 3 clusters Score -176175.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -176251.531250 Penalty: 2372.434082
	Iteration 5Q: 3 clusters Score -176251.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -176321.593750 Penalty: 2372.434082
	Iteration 6Q: 3 clusters Score -176321.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -176399.812500 Penalty: 2372.434082
	Iteration 7Q: 3 clusters Score -176399.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -176477.343750 Penalty: 2372.434082
	Iteration 8Q: 3 clusters Score -176477.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -176551.875000 Penalty: 2372.434082
	Iteration 9Q: 3 clusters Score -176551.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -176633.953125 Penalty: 2372.434082
	Iteration 10Q: 3 clusters Score -176634 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -176722.234375 Penalty: 2372.434082
	Iteration 11Q: 3 clusters Score -176722.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -176808.812500 Penalty: 2372.434082
	Iteration 12Q: 3 clusters Score -176808.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -176878.234375 Penalty: 2372.434082
	Iteration 13Q: 3 clusters Score -176878.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -176912.921875 Penalty: 2372.434082
	Iteration 14Q: 3 clusters Score -176912.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -176937.765625 Penalty: 2372.434082
	Iteration 15Q: 3 clusters Score -176937.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -176945.093750 Penalty: 2372.434082
	Iteration 16Q: 3 clusters Score -176945.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -176949.484375 Penalty: 2372.434082
	Iteration 17Q: 3 clusters Score -176949.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -176952.015625 Penalty: 2372.434082
	Iteration 18Q: 3 clusters Score -176952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -176952.750000 Penalty: 2372.434082
	Iteration 19Q: 3 clusters Score -176952.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -176953.468750 Penalty: 2372.434082
	Iteration 20F: 3 clusters Score -176953.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -176954.812500 Penalty: 2372.434082
	Iteration 21Q: 3 clusters Score -176954.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -176956.484375 Penalty: 2372.434082
	Iteration 22Q: 3 clusters Score -176956.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -176958.796875 Penalty: 2372.434082
	Iteration 23Q: 3 clusters Score -176958.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -176958.796875 Penalty: 2372.434082
	Iteration 24F: 3 clusters Score -176958.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Entering Unmasked Estep 
Score: -112371.765625 Penalty: 1136.215698
	Iteration 0F: 2 clusters Score -112371.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -110909.968750 Penalty: 2272.431396
	Iteration 0F: 3 clusters Score -110910 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -111468.343750 Penalty: 2272.431396
	Iteration 1F: 3 clusters Score -111468.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -111831.132812 Penalty: 2272.431396
	Iteration 2F: 3 clusters Score -111831.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -112085.343750 Penalty: 2272.431396
	Iteration 3F: 3 clusters Score -112085.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -112203.468750 Penalty: 2272.431396
	Iteration 4F: 3 clusters Score -112203.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -112304.007812 Penalty: 2272.431396
	Iteration 5Q: 3 clusters Score -112304 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -112410.929688 Penalty: 2272.431396
	Iteration 6Q: 3 clusters Score -112410.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -112480.742188 Penalty: 2272.431396
	Iteration 7Q: 3 clusters Score -112480.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -112522.437500 Penalty: 2272.431396
	Iteration 8Q: 3 clusters Score -112522.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -112537.382812 Penalty: 2272.431396
	Iteration 9Q: 3 clusters Score -112537.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -112544.804688 Penalty: 2272.431396
	Iteration 10Q: 3 clusters Score -112544.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -112555.304688 Penalty: 2272.431396
	Iteration 11Q: 3 clusters Score -112555.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -112559.703125 Penalty: 2272.431396
	Iteration 12Q: 3 clusters Score -112559.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -112564.375000 Penalty: 2272.431396
	Iteration 13Q: 3 clusters Score -112564.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -112566.265625 Penalty: 2272.431396
	Iteration 14Q: 3 clusters Score -112566.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -112568.265625 Penalty: 2272.431396
	Iteration 15Q: 3 clusters Score -112568.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -112569.195312 Penalty: 2272.431396
	Iteration 16Q: 3 clusters Score -112569.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -112569.195312 Penalty: 2272.431396
	Iteration 17F: 3 clusters Score -112569.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21333 members 
Mstep: Class 4 contains 25194 members 
Mstep: Class 5 contains 10024 members 
Mstep: Class 6 contains 6785 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4925 members 
Mstep: Class 9 contains 4606 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 13746 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36699 members 
Mstep: Class 14 contains 55608 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 8745 members 
Mstep: Class 17 contains 107845 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9733 members 
Mstep: Class 20 contains 53817 members 
Mstep: Class 21 contains 6674 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69208 members 
Mstep: Class 24 contains 97104 members 
Mstep: Class 25 contains 69961 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102504 members 
Mstep: Class 29 contains 4759 members 
Mstep: Class 30 contains 75625 members 
Mstep: Class 31 contains 93359 members 
Mstep: Class 32 contains 3122 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 769 members 
Mstep: Class 35 contains 9497 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 474 members 
Mstep: Class 40 contains 319 members 
Entering Unmasked Estep 
Score: -111774048.000000 Penalty: 89247.812500
Splitting cluster 34 changes total score from -111774888.000000 to -111774048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (9497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Entering Unmasked Estep 
Score: -1176652.125000 Penalty: 1488.293823
	Iteration 0F: 2 clusters Score -1176652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1169864.250000 Penalty: 2976.587646
	Iteration 0F: 3 clusters Score -1169864 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1172025.000000 Penalty: 2976.587646
	Iteration 1F: 3 clusters Score -1172025 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1172371.875000 Penalty: 2976.587646
	Iteration 2F: 3 clusters Score -1172372 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1172760.625000 Penalty: 2976.587646
	Iteration 3F: 3 clusters Score -1172761 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1173165.500000 Penalty: 2976.587646
	Iteration 4F: 3 clusters Score -1173166 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1173608.750000 Penalty: 2976.587646
	Iteration 5F: 3 clusters Score -1173609 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1174099.375000 Penalty: 2976.587646
	Iteration 6F: 3 clusters Score -1174099 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1174453.250000 Penalty: 2976.587646
	Iteration 7F: 3 clusters Score -1174453 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1174716.000000 Penalty: 2976.587646
	Iteration 8Q: 3 clusters Score -1174716 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1174908.375000 Penalty: 2976.587646
	Iteration 9Q: 3 clusters Score -1174908 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1175076.125000 Penalty: 2976.587646
	Iteration 10Q: 3 clusters Score -1175076 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1175185.750000 Penalty: 2976.587646
	Iteration 11Q: 3 clusters Score -1175186 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1175275.875000 Penalty: 2976.587646
	Iteration 12Q: 3 clusters Score -1175276 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1175365.000000 Penalty: 2976.587646
	Iteration 13Q: 3 clusters Score -1175365 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1175428.375000 Penalty: 2976.587646
	Iteration 14Q: 3 clusters Score -1175428 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1175475.625000 Penalty: 2976.587646
	Iteration 15Q: 3 clusters Score -1175476 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1175506.375000 Penalty: 2976.587646
	Iteration 16Q: 3 clusters Score -1175506 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1175528.625000 Penalty: 2976.587646
	Iteration 17Q: 3 clusters Score -1175529 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1175540.125000 Penalty: 2976.587646
	Iteration 18Q: 3 clusters Score -1175540 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1175550.250000 Penalty: 2976.587646
	Iteration 19Q: 3 clusters Score -1175550 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1175560.500000 Penalty: 2976.587646
	Iteration 20F: 3 clusters Score -1175560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1175570.375000 Penalty: 2976.587646
	Iteration 21Q: 3 clusters Score -1175570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1175575.125000 Penalty: 2976.587646
	Iteration 22Q: 3 clusters Score -1175575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1175583.375000 Penalty: 2976.587646
	Iteration 23Q: 3 clusters Score -1175583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1175591.125000 Penalty: 2976.587646
	Iteration 24Q: 3 clusters Score -1175591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1175597.375000 Penalty: 2976.587646
	Iteration 25Q: 3 clusters Score -1175597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1175604.500000 Penalty: 2976.587646
	Iteration 26Q: 3 clusters Score -1175604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1175607.125000 Penalty: 2976.587646
	Iteration 27Q: 3 clusters Score -1175607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1175608.625000 Penalty: 2976.587646
	Iteration 28Q: 3 clusters Score -1175609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1175608.625000 Penalty: 2976.587646
	Iteration 29F: 3 clusters Score -1175609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Entering Unmasked Estep 
Score: -126815.203125 Penalty: 1147.745361
	Iteration 0F: 2 clusters Score -126815.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -125274.203125 Penalty: 2295.490723
	Iteration 0F: 3 clusters Score -125274.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -125604.117188 Penalty: 2295.490723
	Iteration 1F: 3 clusters Score -125604.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -125719.953125 Penalty: 2295.490723
	Iteration 2F: 3 clusters Score -125720 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -125836.742188 Penalty: 2295.490723
	Iteration 3F: 3 clusters Score -125836.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -125910.851562 Penalty: 2295.490723
	Iteration 4F: 3 clusters Score -125910.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -125955.929688 Penalty: 2295.490723
	Iteration 5Q: 3 clusters Score -125955.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -126016.828125 Penalty: 2295.490723
	Iteration 6Q: 3 clusters Score -126016.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -126060.859375 Penalty: 2295.490723
	Iteration 7Q: 3 clusters Score -126060.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -126092.109375 Penalty: 2295.490723
	Iteration 8Q: 3 clusters Score -126092.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -126110.882812 Penalty: 2295.490723
	Iteration 9Q: 3 clusters Score -126110.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -126129.835938 Penalty: 2295.490723
	Iteration 10Q: 3 clusters Score -126129.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -126140.039062 Penalty: 2295.490723
	Iteration 11Q: 3 clusters Score -126140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -126152.789062 Penalty: 2295.490723
	Iteration 12Q: 3 clusters Score -126152.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -126169.281250 Penalty: 2295.490723
	Iteration 13Q: 3 clusters Score -126169.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -126183.007812 Penalty: 2295.490723
	Iteration 14Q: 3 clusters Score -126183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -126191.382812 Penalty: 2295.490723
	Iteration 15Q: 3 clusters Score -126191.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -126194.085938 Penalty: 2295.490723
	Iteration 16Q: 3 clusters Score -126194.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -126195.929688 Penalty: 2295.490723
	Iteration 17Q: 3 clusters Score -126195.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -126197.367188 Penalty: 2295.490723
	Iteration 18Q: 3 clusters Score -126197.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -126201.453125 Penalty: 2295.490723
	Iteration 19Q: 3 clusters Score -126201.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -126204.890625 Penalty: 2295.490723
	Iteration 20F: 3 clusters Score -126204.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -126209.851562 Penalty: 2295.490723
	Iteration 21Q: 3 clusters Score -126209.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -126211.000000 Penalty: 2295.490723
	Iteration 22Q: 3 clusters Score -126211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -126211.000000 Penalty: 2295.490723
	Iteration 23F: 3 clusters Score -126211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -11215.750977 Penalty: 957.392151
	Iteration 0F: 2 clusters Score -11215.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -10546.756836 Penalty: 1914.784302
	Iteration 0F: 3 clusters Score -10546.76 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -11015.283203 Penalty: 1914.784302
	Iteration 1F: 3 clusters Score -11015.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11110.041016 Penalty: 1914.784302
	Iteration 2F: 3 clusters Score -11110.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11171.730469 Penalty: 1914.784302
	Iteration 3Q: 3 clusters Score -11171.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11196.354492 Penalty: 1914.784302
	Iteration 4Q: 3 clusters Score -11196.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11201.215820 Penalty: 1914.784302
	Iteration 5Q: 3 clusters Score -11201.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -11203.808594 Penalty: 1914.784302
	Iteration 6Q: 3 clusters Score -11203.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -11203.808594 Penalty: 1914.784302
	Iteration 7F: 3 clusters Score -11203.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Entering Unmasked Estep 
Score: -274761.968750 Penalty: 1253.272095
	Iteration 0F: 2 clusters Score -274762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -272541.468750 Penalty: 2506.544189
	Iteration 0F: 3 clusters Score -272541.5 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -273099.625000 Penalty: 2506.544189
	Iteration 1F: 3 clusters Score -273099.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -273266.968750 Penalty: 2506.544189
	Iteration 2F: 3 clusters Score -273267 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -273399.250000 Penalty: 2506.544189
	Iteration 3F: 3 clusters Score -273399.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -273522.406250 Penalty: 2506.544189
	Iteration 4Q: 3 clusters Score -273522.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -273628.500000 Penalty: 2506.544189
	Iteration 5Q: 3 clusters Score -273628.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -273710.500000 Penalty: 2506.544189
	Iteration 6Q: 3 clusters Score -273710.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -273809.593750 Penalty: 2506.544189
	Iteration 7Q: 3 clusters Score -273809.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -273900.031250 Penalty: 2506.544189
	Iteration 8Q: 3 clusters Score -273900 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -273947.187500 Penalty: 2506.544189
	Iteration 9Q: 3 clusters Score -273947.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -273978.843750 Penalty: 2506.544189
	Iteration 10Q: 3 clusters Score -273978.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -274002.312500 Penalty: 2506.544189
	Iteration 11Q: 3 clusters Score -274002.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -274022.437500 Penalty: 2506.544189
	Iteration 12Q: 3 clusters Score -274022.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -274044.937500 Penalty: 2506.544189
	Iteration 13Q: 3 clusters Score -274044.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -274060.375000 Penalty: 2506.544189
	Iteration 14Q: 3 clusters Score -274060.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -274076.906250 Penalty: 2506.544189
	Iteration 15Q: 3 clusters Score -274076.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -274095.625000 Penalty: 2506.544189
	Iteration 16Q: 3 clusters Score -274095.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -274130.500000 Penalty: 2506.544189
	Iteration 17Q: 3 clusters Score -274130.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -274202.218750 Penalty: 2506.544189
	Iteration 18Q: 3 clusters Score -274202.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -274299.343750 Penalty: 2506.544189
	Iteration 19Q: 3 clusters Score -274299.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -274381.468750 Penalty: 2506.544189
	Iteration 20F: 3 clusters Score -274381.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -274446.000000 Penalty: 2506.544189
	Iteration 21Q: 3 clusters Score -274446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -274537.625000 Penalty: 2506.544189
	Iteration 22Q: 3 clusters Score -274537.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -274593.906250 Penalty: 2506.544189
	Iteration 23Q: 3 clusters Score -274593.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -274606.375000 Penalty: 2506.544189
	Iteration 24Q: 3 clusters Score -274606.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -274608.656250 Penalty: 2506.544189
	Iteration 25Q: 3 clusters Score -274608.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -274610.562500 Penalty: 2506.544189
	Iteration 26Q: 3 clusters Score -274610.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -274610.562500 Penalty: 2506.544189
	Iteration 27F: 3 clusters Score -274610.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -54441.281250 Penalty: 1001.196167
	Iteration 0F: 2 clusters Score -54441.28 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 239 members 
Entering Unmasked Estep 
Score: -53417.847656 Penalty: 2002.392334
	Iteration 0F: 3 clusters Score -53417.85 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -53638.769531 Penalty: 2002.392334
	Iteration 1F: 3 clusters Score -53638.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -53799.941406 Penalty: 2002.392334
	Iteration 2F: 3 clusters Score -53799.94 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -53897.500000 Penalty: 2002.392334
	Iteration 3F: 3 clusters Score -53897.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -53967.339844 Penalty: 2002.392334
	Iteration 4Q: 3 clusters Score -53967.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -54010.929688 Penalty: 2002.392334
	Iteration 5Q: 3 clusters Score -54010.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -54038.441406 Penalty: 2002.392334
	Iteration 6Q: 3 clusters Score -54038.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -54049.992188 Penalty: 2002.392334
	Iteration 7Q: 3 clusters Score -54049.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -54056.425781 Penalty: 2002.392334
	Iteration 8Q: 3 clusters Score -54056.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -54068.441406 Penalty: 2002.392334
	Iteration 9Q: 3 clusters Score -54068.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -54074.644531 Penalty: 2002.392334
	Iteration 10Q: 3 clusters Score -54074.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -54079.093750 Penalty: 2002.392334
	Iteration 11Q: 3 clusters Score -54079.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -54079.093750 Penalty: 2002.392334
	Iteration 12F: 3 clusters Score -54079.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21333 members 
Mstep: Class 4 contains 25194 members 
Mstep: Class 5 contains 10024 members 
Mstep: Class 6 contains 6785 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4925 members 
Mstep: Class 9 contains 4606 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 13746 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36699 members 
Mstep: Class 14 contains 55608 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 8745 members 
Mstep: Class 17 contains 107845 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9733 members 
Mstep: Class 20 contains 53817 members 
Mstep: Class 21 contains 6674 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69208 members 
Mstep: Class 24 contains 97104 members 
Mstep: Class 25 contains 69961 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102504 members 
Mstep: Class 29 contains 4759 members 
Mstep: Class 30 contains 75625 members 
Mstep: Class 31 contains 93359 members 
Mstep: Class 32 contains 3122 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9497 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775024.000000 Penalty: 87016.617188
Iteration 359Q: 40 clusters Score -1.11775e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21323 members 
Mstep: Class 4 contains 25287 members 
Mstep: Class 5 contains 10023 members 
Mstep: Class 6 contains 6789 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4927 members 
Mstep: Class 9 contains 4606 members 
Mstep: Class 10 contains 1407 members 
Mstep: Class 11 contains 13744 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36684 members 
Mstep: Class 14 contains 55629 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 8746 members 
Mstep: Class 17 contains 107799 members 
Mstep: Class 18 contains 3520 members 
Mstep: Class 19 contains 9733 members 
Mstep: Class 20 contains 53796 members 
Mstep: Class 21 contains 6674 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69159 members 
Mstep: Class 24 contains 97116 members 
Mstep: Class 25 contains 69949 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102497 members 
Mstep: Class 29 contains 4760 members 
Mstep: Class 30 contains 75626 members 
Mstep: Class 31 contains 93380 members 
Mstep: Class 32 contains 3121 members 
Mstep: Class 33 contains 1479 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9499 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2240 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775016.000000 Penalty: 87016.617188
Iteration 360F: 40 clusters Score -1.11775e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21311 members 
Mstep: Class 4 contains 25378 members 
Mstep: Class 5 contains 10024 members 
Mstep: Class 6 contains 6791 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4927 members 
Mstep: Class 9 contains 4603 members 
Mstep: Class 10 contains 1408 members 
Mstep: Class 11 contains 13746 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36671 members 
Mstep: Class 14 contains 55651 members 
Mstep: Class 15 contains 9295 members 
Mstep: Class 16 contains 8746 members 
Mstep: Class 17 contains 107812 members 
Mstep: Class 18 contains 3521 members 
Mstep: Class 19 contains 9733 members 
Mstep: Class 20 contains 53776 members 
Mstep: Class 21 contains 6675 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69104 members 
Mstep: Class 24 contains 97092 members 
Mstep: Class 25 contains 69929 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102480 members 
Mstep: Class 29 contains 4761 members 
Mstep: Class 30 contains 75625 members 
Mstep: Class 31 contains 93410 members 
Mstep: Class 32 contains 3122 members 
Mstep: Class 33 contains 1478 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9500 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2241 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775112.000000 Penalty: 87016.617188
Iteration 361Q: 40 clusters Score -1.117751e+08 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21297 members 
Mstep: Class 4 contains 25473 members 
Mstep: Class 5 contains 10022 members 
Mstep: Class 6 contains 6793 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4927 members 
Mstep: Class 9 contains 4601 members 
Mstep: Class 10 contains 1408 members 
Mstep: Class 11 contains 13750 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36651 members 
Mstep: Class 14 contains 55666 members 
Mstep: Class 15 contains 9295 members 
Mstep: Class 16 contains 8746 members 
Mstep: Class 17 contains 107832 members 
Mstep: Class 18 contains 3521 members 
Mstep: Class 19 contains 9735 members 
Mstep: Class 20 contains 53752 members 
Mstep: Class 21 contains 6675 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 69042 members 
Mstep: Class 24 contains 97071 members 
Mstep: Class 25 contains 69925 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102475 members 
Mstep: Class 29 contains 4761 members 
Mstep: Class 30 contains 75610 members 
Mstep: Class 31 contains 93444 members 
Mstep: Class 32 contains 3122 members 
Mstep: Class 33 contains 1479 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9495 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2241 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774952.000000 Penalty: 87016.617188
Iteration 362Q: 40 clusters Score -1.11775e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21295 members 
Mstep: Class 4 contains 25562 members 
Mstep: Class 5 contains 10016 members 
Mstep: Class 6 contains 6796 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4928 members 
Mstep: Class 9 contains 4603 members 
Mstep: Class 10 contains 1408 members 
Mstep: Class 11 contains 13750 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36640 members 
Mstep: Class 14 contains 55680 members 
Mstep: Class 15 contains 9295 members 
Mstep: Class 16 contains 8746 members 
Mstep: Class 17 contains 107835 members 
Mstep: Class 18 contains 3519 members 
Mstep: Class 19 contains 9735 members 
Mstep: Class 20 contains 53741 members 
Mstep: Class 21 contains 6676 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 68978 members 
Mstep: Class 24 contains 97057 members 
Mstep: Class 25 contains 69912 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102467 members 
Mstep: Class 29 contains 4760 members 
Mstep: Class 30 contains 75618 members 
Mstep: Class 31 contains 93453 members 
Mstep: Class 32 contains 3123 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9493 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2243 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774968.000000 Penalty: 87016.617188
Iteration 363Q: 40 clusters Score -1.11775e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21300 members 
Mstep: Class 4 contains 25626 members 
Mstep: Class 5 contains 10018 members 
Mstep: Class 6 contains 6796 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4930 members 
Mstep: Class 9 contains 4603 members 
Mstep: Class 10 contains 1408 members 
Mstep: Class 11 contains 13753 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36612 members 
Mstep: Class 14 contains 55697 members 
Mstep: Class 15 contains 9295 members 
Mstep: Class 16 contains 8746 members 
Mstep: Class 17 contains 107852 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 53714 members 
Mstep: Class 21 contains 6675 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 68907 members 
Mstep: Class 24 contains 97074 members 
Mstep: Class 25 contains 69900 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102459 members 
Mstep: Class 29 contains 4760 members 
Mstep: Class 30 contains 75605 members 
Mstep: Class 31 contains 93487 members 
Mstep: Class 32 contains 3123 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9492 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2243 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775016.000000 Penalty: 87016.617188
Iteration 364Q: 40 clusters Score -1.11775e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21297 members 
Mstep: Class 4 contains 25680 members 
Mstep: Class 5 contains 10020 members 
Mstep: Class 6 contains 6790 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4932 members 
Mstep: Class 9 contains 4602 members 
Mstep: Class 10 contains 1408 members 
Mstep: Class 11 contains 13755 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36587 members 
Mstep: Class 14 contains 55709 members 
Mstep: Class 15 contains 9295 members 
Mstep: Class 16 contains 8748 members 
Mstep: Class 17 contains 107893 members 
Mstep: Class 18 contains 3513 members 
Mstep: Class 19 contains 9738 members 
Mstep: Class 20 contains 53705 members 
Mstep: Class 21 contains 6675 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 68843 members 
Mstep: Class 24 contains 97056 members 
Mstep: Class 25 contains 69894 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102460 members 
Mstep: Class 29 contains 4760 members 
Mstep: Class 30 contains 75605 members 
Mstep: Class 31 contains 93504 members 
Mstep: Class 32 contains 3123 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9493 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2244 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774920.000000 Penalty: 87016.617188
Iteration 365Q: 40 clusters Score -1.117749e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21299 members 
Mstep: Class 4 contains 25755 members 
Mstep: Class 5 contains 10017 members 
Mstep: Class 6 contains 6789 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4933 members 
Mstep: Class 9 contains 4603 members 
Mstep: Class 10 contains 1409 members 
Mstep: Class 11 contains 13755 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36564 members 
Mstep: Class 14 contains 55718 members 
Mstep: Class 15 contains 9295 members 
Mstep: Class 16 contains 8748 members 
Mstep: Class 17 contains 107906 members 
Mstep: Class 18 contains 3515 members 
Mstep: Class 19 contains 9738 members 
Mstep: Class 20 contains 53672 members 
Mstep: Class 21 contains 6677 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 68776 members 
Mstep: Class 24 contains 97057 members 
Mstep: Class 25 contains 69882 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102449 members 
Mstep: Class 29 contains 4758 members 
Mstep: Class 30 contains 75603 members 
Mstep: Class 31 contains 93549 members 
Mstep: Class 32 contains 3123 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9494 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2246 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774976.000000 Penalty: 87016.617188
Iteration 366Q: 40 clusters Score -1.11775e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21300 members 
Mstep: Class 4 contains 25829 members 
Mstep: Class 5 contains 10011 members 
Mstep: Class 6 contains 6787 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4933 members 
Mstep: Class 9 contains 4602 members 
Mstep: Class 10 contains 1407 members 
Mstep: Class 11 contains 13754 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36546 members 
Mstep: Class 14 contains 55725 members 
Mstep: Class 15 contains 9295 members 
Mstep: Class 16 contains 8745 members 
Mstep: Class 17 contains 107896 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 53657 members 
Mstep: Class 21 contains 6680 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 68702 members 
Mstep: Class 24 contains 97069 members 
Mstep: Class 25 contains 69869 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102462 members 
Mstep: Class 29 contains 4756 members 
Mstep: Class 30 contains 75605 members 
Mstep: Class 31 contains 93579 members 
Mstep: Class 32 contains 3123 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9497 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2247 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774872.000000 Penalty: 87016.617188
Iteration 367Q: 40 clusters Score -1.117749e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21303 members 
Mstep: Class 4 contains 25916 members 
Mstep: Class 5 contains 10005 members 
Mstep: Class 6 contains 6782 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4933 members 
Mstep: Class 9 contains 4602 members 
Mstep: Class 10 contains 1407 members 
Mstep: Class 11 contains 13753 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36542 members 
Mstep: Class 14 contains 55739 members 
Mstep: Class 15 contains 9295 members 
Mstep: Class 16 contains 8745 members 
Mstep: Class 17 contains 107877 members 
Mstep: Class 18 contains 3521 members 
Mstep: Class 19 contains 9736 members 
Mstep: Class 20 contains 53649 members 
Mstep: Class 21 contains 6680 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 68631 members 
Mstep: Class 24 contains 97088 members 
Mstep: Class 25 contains 69847 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102458 members 
Mstep: Class 29 contains 4754 members 
Mstep: Class 30 contains 75610 members 
Mstep: Class 31 contains 93588 members 
Mstep: Class 32 contains 3124 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9499 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2247 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774752.000000 Penalty: 87016.617188
Iteration 368Q: 40 clusters Score -1.117748e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21304 members 
Mstep: Class 4 contains 26001 members 
Mstep: Class 5 contains 10001 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4934 members 
Mstep: Class 9 contains 4602 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 13757 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36537 members 
Mstep: Class 14 contains 55750 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 8746 members 
Mstep: Class 17 contains 107861 members 
Mstep: Class 18 contains 3522 members 
Mstep: Class 19 contains 9736 members 
Mstep: Class 20 contains 53631 members 
Mstep: Class 21 contains 6681 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 68558 members 
Mstep: Class 24 contains 97102 members 
Mstep: Class 25 contains 69819 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102467 members 
Mstep: Class 29 contains 4753 members 
Mstep: Class 30 contains 75614 members 
Mstep: Class 31 contains 93603 members 
Mstep: Class 32 contains 3125 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9500 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2247 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774904.000000 Penalty: 87016.617188
Iteration 369Q: 40 clusters Score -1.117749e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21312 members 
Mstep: Class 4 contains 26093 members 
Mstep: Class 5 contains 10000 members 
Mstep: Class 6 contains 6776 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4934 members 
Mstep: Class 9 contains 4602 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 13761 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36524 members 
Mstep: Class 14 contains 55760 members 
Mstep: Class 15 contains 9300 members 
Mstep: Class 16 contains 8749 members 
Mstep: Class 17 contains 107832 members 
Mstep: Class 18 contains 3523 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 53618 members 
Mstep: Class 21 contains 6681 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 68483 members 
Mstep: Class 24 contains 97097 members 
Mstep: Class 25 contains 69779 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102488 members 
Mstep: Class 29 contains 4751 members 
Mstep: Class 30 contains 75604 members 
Mstep: Class 31 contains 93645 members 
Mstep: Class 32 contains 3125 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9504 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2247 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774856.000000 Penalty: 87016.617188
Iteration 370Q: 40 clusters Score -1.117749e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21315 members 
Mstep: Class 4 contains 26178 members 
Mstep: Class 5 contains 10002 members 
Mstep: Class 6 contains 6780 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4934 members 
Mstep: Class 9 contains 4603 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 13762 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36512 members 
Mstep: Class 14 contains 55766 members 
Mstep: Class 15 contains 9300 members 
Mstep: Class 16 contains 8750 members 
Mstep: Class 17 contains 107813 members 
Mstep: Class 18 contains 3524 members 
Mstep: Class 19 contains 9738 members 
Mstep: Class 20 contains 53610 members 
Mstep: Class 21 contains 6679 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 68412 members 
Mstep: Class 24 contains 97093 members 
Mstep: Class 25 contains 69749 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102494 members 
Mstep: Class 29 contains 4750 members 
Mstep: Class 30 contains 75609 members 
Mstep: Class 31 contains 93674 members 
Mstep: Class 32 contains 3125 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9505 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2247 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774976.000000 Penalty: 87016.617188
Iteration 371Q: 40 clusters Score -1.11775e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21311 members 
Mstep: Class 4 contains 26255 members 
Mstep: Class 5 contains 10004 members 
Mstep: Class 6 contains 6781 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4934 members 
Mstep: Class 9 contains 4604 members 
Mstep: Class 10 contains 1407 members 
Mstep: Class 11 contains 13760 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36503 members 
Mstep: Class 14 contains 55784 members 
Mstep: Class 15 contains 9300 members 
Mstep: Class 16 contains 8750 members 
Mstep: Class 17 contains 107817 members 
Mstep: Class 18 contains 3522 members 
Mstep: Class 19 contains 9740 members 
Mstep: Class 20 contains 53607 members 
Mstep: Class 21 contains 6680 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 68343 members 
Mstep: Class 24 contains 97108 members 
Mstep: Class 25 contains 69718 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102477 members 
Mstep: Class 29 contains 4749 members 
Mstep: Class 30 contains 75602 members 
Mstep: Class 31 contains 93695 members 
Mstep: Class 32 contains 3126 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9506 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2247 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774912.000000 Penalty: 87016.617188
Iteration 372Q: 40 clusters Score -1.117749e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21304 members 
Mstep: Class 4 contains 26342 members 
Mstep: Class 5 contains 10003 members 
Mstep: Class 6 contains 6782 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4934 members 
Mstep: Class 9 contains 4604 members 
Mstep: Class 10 contains 1408 members 
Mstep: Class 11 contains 13763 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36497 members 
Mstep: Class 14 contains 55800 members 
Mstep: Class 15 contains 9300 members 
Mstep: Class 16 contains 8750 members 
Mstep: Class 17 contains 107812 members 
Mstep: Class 18 contains 3519 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 53605 members 
Mstep: Class 21 contains 6681 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 68281 members 
Mstep: Class 24 contains 97112 members 
Mstep: Class 25 contains 69699 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102476 members 
Mstep: Class 29 contains 4749 members 
Mstep: Class 30 contains 75590 members 
Mstep: Class 31 contains 93702 members 
Mstep: Class 32 contains 3126 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9505 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2247 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774632.000000 Penalty: 87016.617188
Iteration 373Q: 40 clusters Score -1.117746e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21299 members 
Mstep: Class 4 contains 26427 members 
Mstep: Class 5 contains 10005 members 
Mstep: Class 6 contains 6781 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4936 members 
Mstep: Class 9 contains 4604 members 
Mstep: Class 10 contains 1408 members 
Mstep: Class 11 contains 13768 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36493 members 
Mstep: Class 14 contains 55821 members 
Mstep: Class 15 contains 9300 members 
Mstep: Class 16 contains 8748 members 
Mstep: Class 17 contains 107810 members 
Mstep: Class 18 contains 3519 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 53603 members 
Mstep: Class 21 contains 6681 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 68228 members 
Mstep: Class 24 contains 97107 members 
Mstep: Class 25 contains 69680 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102450 members 
Mstep: Class 29 contains 4749 members 
Mstep: Class 30 contains 75578 members 
Mstep: Class 31 contains 93712 members 
Mstep: Class 32 contains 3129 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9508 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2247 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774544.000000 Penalty: 87016.617188
Iteration 374Q: 40 clusters Score -1.117745e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21295 members 
Mstep: Class 4 contains 26500 members 
Mstep: Class 5 contains 10007 members 
Mstep: Class 6 contains 6779 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4939 members 
Mstep: Class 9 contains 4605 members 
Mstep: Class 10 contains 1407 members 
Mstep: Class 11 contains 13767 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36498 members 
Mstep: Class 14 contains 55848 members 
Mstep: Class 15 contains 9299 members 
Mstep: Class 16 contains 8746 members 
Mstep: Class 17 contains 107804 members 
Mstep: Class 18 contains 3519 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 53575 members 
Mstep: Class 21 contains 6682 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 68162 members 
Mstep: Class 24 contains 97110 members 
Mstep: Class 25 contains 69670 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102448 members 
Mstep: Class 29 contains 4749 members 
Mstep: Class 30 contains 75582 members 
Mstep: Class 31 contains 93716 members 
Mstep: Class 32 contains 3130 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9507 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2247 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774360.000000 Penalty: 87016.617188
Iteration 375Q: 40 clusters Score -1.117744e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21288 members 
Mstep: Class 4 contains 26560 members 
Mstep: Class 5 contains 10006 members 
Mstep: Class 6 contains 6780 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4940 members 
Mstep: Class 9 contains 4605 members 
Mstep: Class 10 contains 1407 members 
Mstep: Class 11 contains 13766 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36509 members 
Mstep: Class 14 contains 55870 members 
Mstep: Class 15 contains 9301 members 
Mstep: Class 16 contains 8747 members 
Mstep: Class 17 contains 107834 members 
Mstep: Class 18 contains 3519 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 53530 members 
Mstep: Class 21 contains 6679 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 68094 members 
Mstep: Class 24 contains 97112 members 
Mstep: Class 25 contains 69666 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102436 members 
Mstep: Class 29 contains 4748 members 
Mstep: Class 30 contains 75578 members 
Mstep: Class 31 contains 93732 members 
Mstep: Class 32 contains 3129 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9507 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2247 members 
Mstep: Class 39 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774376.000000 Penalty: 87016.617188
Iteration 376Q: 40 clusters Score -1.117744e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21281 members 
Mstep: Class 4 contains 26634 members 
Mstep: Class 5 contains 10006 members 
Mstep: Class 6 contains 6780 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4941 members 
Mstep: Class 9 contains 4603 members 
Mstep: Class 10 contains 1408 members 
Mstep: Class 11 contains 13770 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36508 members 
Mstep: Class 14 contains 55894 members 
Mstep: Class 15 contains 9301 members 
Mstep: Class 16 contains 8747 members 
Mstep: Class 17 contains 107836 members 
Mstep: Class 18 contains 3519 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 53506 members 
Mstep: Class 21 contains 6681 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 68033 members 
Mstep: Class 24 contains 97110 members 
Mstep: Class 25 contains 69654 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102447 members 
Mstep: Class 29 contains 4748 members 
Mstep: Class 30 contains 75579 members 
Mstep: Class 31 contains 93720 members 
Mstep: Class 32 contains 3129 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9508 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2248 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774280.000000 Penalty: 87016.617188
Iteration 377Q: 40 clusters Score -1.117743e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21274 members 
Mstep: Class 4 contains 26707 members 
Mstep: Class 5 contains 9999 members 
Mstep: Class 6 contains 6780 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4944 members 
Mstep: Class 9 contains 4603 members 
Mstep: Class 10 contains 1409 members 
Mstep: Class 11 contains 13769 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36507 members 
Mstep: Class 14 contains 55905 members 
Mstep: Class 15 contains 9300 members 
Mstep: Class 16 contains 8748 members 
Mstep: Class 17 contains 107873 members 
Mstep: Class 18 contains 3520 members 
Mstep: Class 19 contains 9738 members 
Mstep: Class 20 contains 53500 members 
Mstep: Class 21 contains 6681 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 67978 members 
Mstep: Class 24 contains 97084 members 
Mstep: Class 25 contains 69640 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102433 members 
Mstep: Class 29 contains 4748 members 
Mstep: Class 30 contains 75587 members 
Mstep: Class 31 contains 93715 members 
Mstep: Class 32 contains 3129 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9511 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2248 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774376.000000 Penalty: 87016.617188
Iteration 378Q: 40 clusters Score -1.117744e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21276 members 
Mstep: Class 4 contains 26773 members 
Mstep: Class 5 contains 9999 members 
Mstep: Class 6 contains 6779 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4947 members 
Mstep: Class 9 contains 4603 members 
Mstep: Class 10 contains 1409 members 
Mstep: Class 11 contains 13767 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36502 members 
Mstep: Class 14 contains 55916 members 
Mstep: Class 15 contains 9300 members 
Mstep: Class 16 contains 8749 members 
Mstep: Class 17 contains 107896 members 
Mstep: Class 18 contains 3520 members 
Mstep: Class 19 contains 9738 members 
Mstep: Class 20 contains 53528 members 
Mstep: Class 21 contains 6683 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 67928 members 
Mstep: Class 24 contains 97040 members 
Mstep: Class 25 contains 69612 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102430 members 
Mstep: Class 29 contains 4749 members 
Mstep: Class 30 contains 75589 members 
Mstep: Class 31 contains 93704 members 
Mstep: Class 32 contains 3128 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9514 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2250 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774248.000000 Penalty: 87016.617188
Iteration 379Q: 40 clusters Score -1.117742e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21274 members 
Mstep: Class 4 contains 26853 members 
Mstep: Class 5 contains 9998 members 
Mstep: Class 6 contains 6778 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4949 members 
Mstep: Class 9 contains 4604 members 
Mstep: Class 10 contains 1408 members 
Mstep: Class 11 contains 13769 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36486 members 
Mstep: Class 14 contains 55933 members 
Mstep: Class 15 contains 9300 members 
Mstep: Class 16 contains 8751 members 
Mstep: Class 17 contains 107897 members 
Mstep: Class 18 contains 3519 members 
Mstep: Class 19 contains 9738 members 
Mstep: Class 20 contains 53583 members 
Mstep: Class 21 contains 6685 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 67880 members 
Mstep: Class 24 contains 97019 members 
Mstep: Class 25 contains 69571 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102425 members 
Mstep: Class 29 contains 4748 members 
Mstep: Class 30 contains 75581 members 
Mstep: Class 31 contains 93684 members 
Mstep: Class 32 contains 3129 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9518 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2250 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774280.000000 Penalty: 87016.617188
Iteration 380F: 40 clusters Score -1.117743e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21272 members 
Mstep: Class 4 contains 26928 members 
Mstep: Class 5 contains 10000 members 
Mstep: Class 6 contains 6778 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4954 members 
Mstep: Class 9 contains 4604 members 
Mstep: Class 10 contains 1408 members 
Mstep: Class 11 contains 13770 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36471 members 
Mstep: Class 14 contains 55950 members 
Mstep: Class 15 contains 9300 members 
Mstep: Class 16 contains 8750 members 
Mstep: Class 17 contains 107879 members 
Mstep: Class 18 contains 3519 members 
Mstep: Class 19 contains 9738 members 
Mstep: Class 20 contains 53604 members 
Mstep: Class 21 contains 6687 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 67825 members 
Mstep: Class 24 contains 97034 members 
Mstep: Class 25 contains 69534 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102427 members 
Mstep: Class 29 contains 4748 members 
Mstep: Class 30 contains 75564 members 
Mstep: Class 31 contains 93685 members 
Mstep: Class 32 contains 3131 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9521 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2248 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774152.000000 Penalty: 87016.617188
Iteration 381Q: 40 clusters Score -1.117742e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21273 members 
Mstep: Class 4 contains 27000 members 
Mstep: Class 5 contains 9997 members 
Mstep: Class 6 contains 6779 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4957 members 
Mstep: Class 9 contains 4605 members 
Mstep: Class 10 contains 1408 members 
Mstep: Class 11 contains 13771 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36458 members 
Mstep: Class 14 contains 55959 members 
Mstep: Class 15 contains 9300 members 
Mstep: Class 16 contains 8751 members 
Mstep: Class 17 contains 107871 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9738 members 
Mstep: Class 20 contains 53615 members 
Mstep: Class 21 contains 6688 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 67765 members 
Mstep: Class 24 contains 97068 members 
Mstep: Class 25 contains 69506 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102412 members 
Mstep: Class 29 contains 4748 members 
Mstep: Class 30 contains 75554 members 
Mstep: Class 31 contains 93692 members 
Mstep: Class 32 contains 3129 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9520 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2247 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774088.000000 Penalty: 87016.617188
Iteration 382Q: 40 clusters Score -1.117741e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21272 members 
Mstep: Class 4 contains 27062 members 
Mstep: Class 5 contains 9991 members 
Mstep: Class 6 contains 6781 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4959 members 
Mstep: Class 9 contains 4605 members 
Mstep: Class 10 contains 1408 members 
Mstep: Class 11 contains 13770 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36453 members 
Mstep: Class 14 contains 55968 members 
Mstep: Class 15 contains 9299 members 
Mstep: Class 16 contains 8750 members 
Mstep: Class 17 contains 107842 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9738 members 
Mstep: Class 20 contains 53644 members 
Mstep: Class 21 contains 6690 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 67718 members 
Mstep: Class 24 contains 97073 members 
Mstep: Class 25 contains 69487 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102411 members 
Mstep: Class 29 contains 4747 members 
Mstep: Class 30 contains 75563 members 
Mstep: Class 31 contains 93684 members 
Mstep: Class 32 contains 3131 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9519 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2247 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774160.000000 Penalty: 87016.617188
Iteration 383Q: 40 clusters Score -1.117742e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21266 members 
Mstep: Class 4 contains 27128 members 
Mstep: Class 5 contains 9987 members 
Mstep: Class 6 contains 6783 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4960 members 
Mstep: Class 9 contains 4606 members 
Mstep: Class 10 contains 1409 members 
Mstep: Class 11 contains 13771 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36444 members 
Mstep: Class 14 contains 55978 members 
Mstep: Class 15 contains 9300 members 
Mstep: Class 16 contains 8751 members 
Mstep: Class 17 contains 107815 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 9738 members 
Mstep: Class 20 contains 53672 members 
Mstep: Class 21 contains 6691 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 67673 members 
Mstep: Class 24 contains 97068 members 
Mstep: Class 25 contains 69486 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102428 members 
Mstep: Class 29 contains 4747 members 
Mstep: Class 30 contains 75565 members 
Mstep: Class 31 contains 93652 members 
Mstep: Class 32 contains 3130 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9519 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2247 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774120.000000 Penalty: 87016.617188
Iteration 384Q: 40 clusters Score -1.117741e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21258 members 
Mstep: Class 4 contains 27193 members 
Mstep: Class 5 contains 9984 members 
Mstep: Class 6 contains 6784 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4962 members 
Mstep: Class 9 contains 4605 members 
Mstep: Class 10 contains 1410 members 
Mstep: Class 11 contains 13771 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36438 members 
Mstep: Class 14 contains 55982 members 
Mstep: Class 15 contains 9301 members 
Mstep: Class 16 contains 8751 members 
Mstep: Class 17 contains 107802 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 9738 members 
Mstep: Class 20 contains 53708 members 
Mstep: Class 21 contains 6692 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 67612 members 
Mstep: Class 24 contains 97104 members 
Mstep: Class 25 contains 69458 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102408 members 
Mstep: Class 29 contains 4747 members 
Mstep: Class 30 contains 75584 members 
Mstep: Class 31 contains 93625 members 
Mstep: Class 32 contains 3130 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9520 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2248 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774224.000000 Penalty: 87016.617188
Iteration 385Q: 40 clusters Score -1.117742e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21254 members 
Mstep: Class 4 contains 27257 members 
Mstep: Class 5 contains 9981 members 
Mstep: Class 6 contains 6785 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4961 members 
Mstep: Class 9 contains 4606 members 
Mstep: Class 10 contains 1410 members 
Mstep: Class 11 contains 13770 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36435 members 
Mstep: Class 14 contains 55993 members 
Mstep: Class 15 contains 9300 members 
Mstep: Class 16 contains 8751 members 
Mstep: Class 17 contains 107774 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9738 members 
Mstep: Class 20 contains 53745 members 
Mstep: Class 21 contains 6691 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 67555 members 
Mstep: Class 24 contains 97113 members 
Mstep: Class 25 contains 69424 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102420 members 
Mstep: Class 29 contains 4746 members 
Mstep: Class 30 contains 75591 members 
Mstep: Class 31 contains 93613 members 
Mstep: Class 32 contains 3131 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9521 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2249 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774080.000000 Penalty: 87016.617188
Iteration 386Q: 40 clusters Score -1.117741e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21254 members 
Mstep: Class 4 contains 27314 members 
Mstep: Class 5 contains 9973 members 
Mstep: Class 6 contains 6786 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4961 members 
Mstep: Class 9 contains 4607 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 13773 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36429 members 
Mstep: Class 14 contains 56010 members 
Mstep: Class 15 contains 9299 members 
Mstep: Class 16 contains 8750 members 
Mstep: Class 17 contains 107745 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 53772 members 
Mstep: Class 21 contains 6690 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 67493 members 
Mstep: Class 24 contains 97134 members 
Mstep: Class 25 contains 69398 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102433 members 
Mstep: Class 29 contains 4746 members 
Mstep: Class 30 contains 75595 members 
Mstep: Class 31 contains 93606 members 
Mstep: Class 32 contains 3130 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 9519 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2249 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774344.000000 Penalty: 87016.617188
Iteration 387Q: 40 clusters Score -1.117743e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21255 members 
Mstep: Class 4 contains 27379 members 
Mstep: Class 5 contains 9970 members 
Mstep: Class 6 contains 6787 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4961 members 
Mstep: Class 9 contains 4608 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 13771 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36430 members 
Mstep: Class 14 contains 56027 members 
Mstep: Class 15 contains 9299 members 
Mstep: Class 16 contains 8751 members 
Mstep: Class 17 contains 107742 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9736 members 
Mstep: Class 20 contains 53774 members 
Mstep: Class 21 contains 6690 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 67423 members 
Mstep: Class 24 contains 97144 members 
Mstep: Class 25 contains 69362 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102433 members 
Mstep: Class 29 contains 4746 members 
Mstep: Class 30 contains 75592 members 
Mstep: Class 31 contains 93625 members 
Mstep: Class 32 contains 3131 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1089 members 
Mstep: Class 35 contains 9518 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2248 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774488.000000 Penalty: 87016.617188
Iteration 388Q: 40 clusters Score -1.117745e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21259 members 
Mstep: Class 4 contains 27440 members 
Mstep: Class 5 contains 9967 members 
Mstep: Class 6 contains 6787 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4962 members 
Mstep: Class 9 contains 4609 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 13764 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36437 members 
Mstep: Class 14 contains 56043 members 
Mstep: Class 15 contains 9299 members 
Mstep: Class 16 contains 8752 members 
Mstep: Class 17 contains 107719 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9735 members 
Mstep: Class 20 contains 53787 members 
Mstep: Class 21 contains 6692 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 67353 members 
Mstep: Class 24 contains 97170 members 
Mstep: Class 25 contains 69314 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102430 members 
Mstep: Class 29 contains 4746 members 
Mstep: Class 30 contains 75597 members 
Mstep: Class 31 contains 93643 members 
Mstep: Class 32 contains 3128 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1089 members 
Mstep: Class 35 contains 9519 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2250 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774616.000000 Penalty: 87016.617188
Iteration 389Q: 40 clusters Score -1.117746e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21244 members 
Mstep: Class 4 contains 27519 members 
Mstep: Class 5 contains 9963 members 
Mstep: Class 6 contains 6788 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4963 members 
Mstep: Class 9 contains 4609 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 13764 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36435 members 
Mstep: Class 14 contains 56063 members 
Mstep: Class 15 contains 9299 members 
Mstep: Class 16 contains 8752 members 
Mstep: Class 17 contains 107682 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9734 members 
Mstep: Class 20 contains 53785 members 
Mstep: Class 21 contains 6691 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 67293 members 
Mstep: Class 24 contains 97183 members 
Mstep: Class 25 contains 69266 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102443 members 
Mstep: Class 29 contains 4746 members 
Mstep: Class 30 contains 75615 members 
Mstep: Class 31 contains 93668 members 
Mstep: Class 32 contains 3130 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1089 members 
Mstep: Class 35 contains 9518 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2249 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774552.000000 Penalty: 87016.617188
Iteration 390Q: 40 clusters Score -1.117746e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21232 members 
Mstep: Class 4 contains 27593 members 
Mstep: Class 5 contains 9965 members 
Mstep: Class 6 contains 6787 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4963 members 
Mstep: Class 9 contains 4610 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 13765 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36439 members 
Mstep: Class 14 contains 56080 members 
Mstep: Class 15 contains 9299 members 
Mstep: Class 16 contains 8752 members 
Mstep: Class 17 contains 107672 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9734 members 
Mstep: Class 20 contains 53777 members 
Mstep: Class 21 contains 6690 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 67229 members 
Mstep: Class 24 contains 97202 members 
Mstep: Class 25 contains 69226 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102437 members 
Mstep: Class 29 contains 4746 members 
Mstep: Class 30 contains 75624 members 
Mstep: Class 31 contains 93680 members 
Mstep: Class 32 contains 3130 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1089 members 
Mstep: Class 35 contains 9521 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2249 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774368.000000 Penalty: 87016.617188
Iteration 391Q: 40 clusters Score -1.117744e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21229 members 
Mstep: Class 4 contains 27656 members 
Mstep: Class 5 contains 9964 members 
Mstep: Class 6 contains 6788 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4963 members 
Mstep: Class 9 contains 4608 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 13769 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36430 members 
Mstep: Class 14 contains 56100 members 
Mstep: Class 15 contains 9299 members 
Mstep: Class 16 contains 8753 members 
Mstep: Class 17 contains 107636 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9735 members 
Mstep: Class 20 contains 53776 members 
Mstep: Class 21 contains 6691 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 67179 members 
Mstep: Class 24 contains 97221 members 
Mstep: Class 25 contains 69203 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102425 members 
Mstep: Class 29 contains 4746 members 
Mstep: Class 30 contains 75627 members 
Mstep: Class 31 contains 93706 members 
Mstep: Class 32 contains 3130 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1089 members 
Mstep: Class 35 contains 9520 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2249 members 
Mstep: Class 39 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774528.000000 Penalty: 87016.617188
Iteration 392Q: 40 clusters Score -1.117745e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21232 members 
Mstep: Class 4 contains 27707 members 
Mstep: Class 5 contains 9963 members 
Mstep: Class 6 contains 6790 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4964 members 
Mstep: Class 9 contains 4608 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 13766 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36425 members 
Mstep: Class 14 contains 56121 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 8752 members 
Mstep: Class 17 contains 107625 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9735 members 
Mstep: Class 20 contains 53768 members 
Mstep: Class 21 contains 6693 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 67134 members 
Mstep: Class 24 contains 97216 members 
Mstep: Class 25 contains 69177 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102419 members 
Mstep: Class 29 contains 4745 members 
Mstep: Class 30 contains 75622 members 
Mstep: Class 31 contains 93741 members 
Mstep: Class 32 contains 3131 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1089 members 
Mstep: Class 35 contains 9521 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2249 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774448.000000 Penalty: 87016.617188
Iteration 393Q: 40 clusters Score -1.117744e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21234 members 
Mstep: Class 4 contains 27767 members 
Mstep: Class 5 contains 9962 members 
Mstep: Class 6 contains 6789 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4965 members 
Mstep: Class 9 contains 4609 members 
Mstep: Class 10 contains 1410 members 
Mstep: Class 11 contains 13765 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36420 members 
Mstep: Class 14 contains 56137 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 8753 members 
Mstep: Class 17 contains 107616 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 9735 members 
Mstep: Class 20 contains 53789 members 
Mstep: Class 21 contains 6695 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 67090 members 
Mstep: Class 24 contains 97206 members 
Mstep: Class 25 contains 69150 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102398 members 
Mstep: Class 29 contains 4745 members 
Mstep: Class 30 contains 75624 members 
Mstep: Class 31 contains 93759 members 
Mstep: Class 32 contains 3130 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1089 members 
Mstep: Class 35 contains 9520 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2248 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774448.000000 Penalty: 87016.617188
Iteration 394Q: 40 clusters Score -1.117744e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21234 members 
Mstep: Class 4 contains 27820 members 
Mstep: Class 5 contains 9965 members 
Mstep: Class 6 contains 6787 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4965 members 
Mstep: Class 9 contains 4609 members 
Mstep: Class 10 contains 1409 members 
Mstep: Class 11 contains 13763 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36413 members 
Mstep: Class 14 contains 56164 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 8754 members 
Mstep: Class 17 contains 107594 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 9735 members 
Mstep: Class 20 contains 53808 members 
Mstep: Class 21 contains 6697 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 67047 members 
Mstep: Class 24 contains 97210 members 
Mstep: Class 25 contains 69134 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102373 members 
Mstep: Class 29 contains 4745 members 
Mstep: Class 30 contains 75627 members 
Mstep: Class 31 contains 93762 members 
Mstep: Class 32 contains 3130 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1089 members 
Mstep: Class 35 contains 9522 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2249 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774632.000000 Penalty: 87016.617188
Iteration 395Q: 40 clusters Score -1.117746e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21235 members 
Mstep: Class 4 contains 27882 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 6788 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4966 members 
Mstep: Class 9 contains 4609 members 
Mstep: Class 10 contains 1410 members 
Mstep: Class 11 contains 13762 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36409 members 
Mstep: Class 14 contains 56186 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 8753 members 
Mstep: Class 17 contains 107568 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 9735 members 
Mstep: Class 20 contains 53848 members 
Mstep: Class 21 contains 6698 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 66995 members 
Mstep: Class 24 contains 97198 members 
Mstep: Class 25 contains 69095 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102370 members 
Mstep: Class 29 contains 4745 members 
Mstep: Class 30 contains 75624 members 
Mstep: Class 31 contains 93776 members 
Mstep: Class 32 contains 3131 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1089 members 
Mstep: Class 35 contains 9523 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2249 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774680.000000 Penalty: 87016.617188
Iteration 396Q: 40 clusters Score -1.117747e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21227 members 
Mstep: Class 4 contains 27923 members 
Mstep: Class 5 contains 9959 members 
Mstep: Class 6 contains 6789 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4969 members 
Mstep: Class 9 contains 4609 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 13762 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36404 members 
Mstep: Class 14 contains 56193 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 8754 members 
Mstep: Class 17 contains 107542 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 9735 members 
Mstep: Class 20 contains 53897 members 
Mstep: Class 21 contains 6700 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 66934 members 
Mstep: Class 24 contains 97206 members 
Mstep: Class 25 contains 69057 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102396 members 
Mstep: Class 29 contains 4745 members 
Mstep: Class 30 contains 75613 members 
Mstep: Class 31 contains 93785 members 
Mstep: Class 32 contains 3132 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1089 members 
Mstep: Class 35 contains 9526 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2248 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774592.000000 Penalty: 87016.617188
Iteration 397Q: 40 clusters Score -1.117746e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21225 members 
Mstep: Class 4 contains 27961 members 
Mstep: Class 5 contains 9957 members 
Mstep: Class 6 contains 6792 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4968 members 
Mstep: Class 9 contains 4609 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 13761 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36395 members 
Mstep: Class 14 contains 56200 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 8754 members 
Mstep: Class 17 contains 107527 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9734 members 
Mstep: Class 20 contains 53952 members 
Mstep: Class 21 contains 6702 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 66886 members 
Mstep: Class 24 contains 97203 members 
Mstep: Class 25 contains 69016 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102405 members 
Mstep: Class 29 contains 4745 members 
Mstep: Class 30 contains 75599 members 
Mstep: Class 31 contains 93803 members 
Mstep: Class 32 contains 3134 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1089 members 
Mstep: Class 35 contains 9527 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2248 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111774544.000000 Penalty: 87016.617188
Iteration 398Q: 40 clusters Score -1.117745e+08 nChanged 574
Entering ConstructFrom: 
Score: -111774544.000000 Penalty: 87016.617188
Entering ConstructFrom: 
Trying to split cluster 1 (3080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Entering Unmasked Estep 
Score: -352927.437500 Penalty: 1305.311401
	Iteration 0F: 2 clusters Score -352927.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -350206.000000 Penalty: 2610.622803
	Iteration 0F: 3 clusters Score -350206 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -351135.562500 Penalty: 2610.622803
	Iteration 1F: 3 clusters Score -351135.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -351378.937500 Penalty: 2610.622803
	Iteration 2F: 3 clusters Score -351378.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -351530.000000 Penalty: 2610.622803
	Iteration 3F: 3 clusters Score -351530 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -351656.437500 Penalty: 2610.622803
	Iteration 4Q: 3 clusters Score -351656.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -351766.312500 Penalty: 2610.622803
	Iteration 5Q: 3 clusters Score -351766.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -351863.218750 Penalty: 2610.622803
	Iteration 6Q: 3 clusters Score -351863.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -351931.937500 Penalty: 2610.622803
	Iteration 7Q: 3 clusters Score -351931.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -351966.718750 Penalty: 2610.622803
	Iteration 8Q: 3 clusters Score -351966.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -351997.281250 Penalty: 2610.622803
	Iteration 9Q: 3 clusters Score -351997.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -352023.531250 Penalty: 2610.622803
	Iteration 10Q: 3 clusters Score -352023.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -352044.156250 Penalty: 2610.622803
	Iteration 11Q: 3 clusters Score -352044.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -352068.718750 Penalty: 2610.622803
	Iteration 12Q: 3 clusters Score -352068.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -352097.562500 Penalty: 2610.622803
	Iteration 13Q: 3 clusters Score -352097.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -352121.468750 Penalty: 2610.622803
	Iteration 14Q: 3 clusters Score -352121.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -352139.468750 Penalty: 2610.622803
	Iteration 15Q: 3 clusters Score -352139.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -352157.750000 Penalty: 2610.622803
	Iteration 16Q: 3 clusters Score -352157.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -352166.062500 Penalty: 2610.622803
	Iteration 17Q: 3 clusters Score -352166.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -352175.156250 Penalty: 2610.622803
	Iteration 18Q: 3 clusters Score -352175.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -352179.375000 Penalty: 2610.622803
	Iteration 19Q: 3 clusters Score -352179.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -352182.187500 Penalty: 2610.622803
	Iteration 20F: 3 clusters Score -352182.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -352185.562500 Penalty: 2610.622803
	Iteration 21Q: 3 clusters Score -352185.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -352188.593750 Penalty: 2610.622803
	Iteration 22Q: 3 clusters Score -352188.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -352191.750000 Penalty: 2610.622803
	Iteration 23Q: 3 clusters Score -352191.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -352192.968750 Penalty: 2610.622803
	Iteration 24Q: 3 clusters Score -352193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -352192.750000 Penalty: 2610.622803
	Iteration 25Q: 3 clusters Score -352192.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -352194.093750 Penalty: 2610.622803
	Iteration 26Q: 3 clusters Score -352194.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -352194.437500 Penalty: 2610.622803
	Iteration 27Q: 3 clusters Score -352194.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -352195.562500 Penalty: 2610.622803
	Iteration 28Q: 3 clusters Score -352195.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -352196.187500 Penalty: 2610.622803
	Iteration 29Q: 3 clusters Score -352196.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -352198.406250 Penalty: 2610.622803
	Iteration 30Q: 3 clusters Score -352198.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -352200.750000 Penalty: 2610.622803
	Iteration 31Q: 3 clusters Score -352200.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -352202.906250 Penalty: 2610.622803
	Iteration 32Q: 3 clusters Score -352202.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -352205.312500 Penalty: 2610.622803
	Iteration 33Q: 3 clusters Score -352205.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -352208.000000 Penalty: 2610.622803
	Iteration 34Q: 3 clusters Score -352208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -352211.937500 Penalty: 2610.622803
	Iteration 35Q: 3 clusters Score -352211.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -352213.843750 Penalty: 2610.622803
	Iteration 36Q: 3 clusters Score -352213.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -352216.593750 Penalty: 2610.622803
	Iteration 37Q: 3 clusters Score -352216.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -352219.500000 Penalty: 2610.622803
	Iteration 38Q: 3 clusters Score -352219.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -352221.593750 Penalty: 2610.622803
	Iteration 39Q: 3 clusters Score -352221.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -352222.781250 Penalty: 2610.622803
	Iteration 40F: 3 clusters Score -352222.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -352224.718750 Penalty: 2610.622803
	Iteration 41Q: 3 clusters Score -352224.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -352227.437500 Penalty: 2610.622803
	Iteration 42Q: 3 clusters Score -352227.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -352229.281250 Penalty: 2610.622803
	Iteration 43Q: 3 clusters Score -352229.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -352230.593750 Penalty: 2610.622803
	Iteration 44Q: 3 clusters Score -352230.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -352231.093750 Penalty: 2610.622803
	Iteration 45Q: 3 clusters Score -352231.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -352231.093750 Penalty: 2610.622803
	Iteration 46F: 3 clusters Score -352231.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -63770.308594 Penalty: 1065.937500
	Iteration 0F: 2 clusters Score -63770.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -62666.269531 Penalty: 2131.875000
	Iteration 0F: 3 clusters Score -62666.27 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -62947.160156 Penalty: 2131.875000
	Iteration 1F: 3 clusters Score -62947.16 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -63079.054688 Penalty: 2131.875000
	Iteration 2F: 3 clusters Score -63079.05 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -63313.691406 Penalty: 2131.875000
	Iteration 3F: 3 clusters Score -63313.69 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -63592.144531 Penalty: 2131.875000
	Iteration 4F: 3 clusters Score -63592.14 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -63877.441406 Penalty: 2131.875000
	Iteration 5F: 3 clusters Score -63877.44 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -64002.277344 Penalty: 2131.875000
	Iteration 6F: 3 clusters Score -64002.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -64093.144531 Penalty: 2131.875000
	Iteration 7Q: 3 clusters Score -64093.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -64120.398438 Penalty: 2131.875000
	Iteration 8Q: 3 clusters Score -64120.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -64143.015625 Penalty: 2131.875000
	Iteration 9Q: 3 clusters Score -64143.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -64149.417969 Penalty: 2131.875000
	Iteration 10Q: 3 clusters Score -64149.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -64152.121094 Penalty: 2131.875000
	Iteration 11Q: 3 clusters Score -64152.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -64152.121094 Penalty: 2131.875000
	Iteration 12F: 3 clusters Score -64152.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 234 members 
Mstep: Class 3 contains 21214 members 
Mstep: Class 4 contains 28003 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 6794 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 4610 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 13761 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36384 members 
Mstep: Class 14 contains 56206 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 8754 members 
Mstep: Class 17 contains 107508 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9735 members 
Mstep: Class 20 contains 53999 members 
Mstep: Class 21 contains 6702 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 66829 members 
Mstep: Class 24 contains 97220 members 
Mstep: Class 25 contains 68977 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102407 members 
Mstep: Class 29 contains 4746 members 
Mstep: Class 30 contains 75589 members 
Mstep: Class 31 contains 93823 members 
Mstep: Class 32 contains 3133 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1089 members 
Mstep: Class 35 contains 9530 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2248 members 
Mstep: Class 39 contains 475 members 
Mstep: Class 40 contains 472 members 
Entering Unmasked Estep 
Score: -111773688.000000 Penalty: 89247.812500
Splitting cluster 2 changes total score from -111774544.000000 to -111773688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (21214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Entering Unmasked Estep 
Score: -2698262.000000 Penalty: 1618.892700
	Iteration 0F: 2 clusters Score -2698262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2683859.750000 Penalty: 3237.785400
	Iteration 0F: 3 clusters Score -2683860 nChanged 9559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2689194.750000 Penalty: 3237.785400
	Iteration 1F: 3 clusters Score -2689195 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2689598.000000 Penalty: 3237.785400
	Iteration 2F: 3 clusters Score -2689598 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2690079.000000 Penalty: 3237.785400
	Iteration 3Q: 3 clusters Score -2690079 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2690699.250000 Penalty: 3237.785400
	Iteration 4F: 3 clusters Score -2690699 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2691595.750000 Penalty: 3237.785400
	Iteration 5F: 3 clusters Score -2691596 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2692846.250000 Penalty: 3237.785400
	Iteration 6F: 3 clusters Score -2692846 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2694344.750000 Penalty: 3237.785400
	Iteration 7F: 3 clusters Score -2694345 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2695563.000000 Penalty: 3237.785400
	Iteration 8F: 3 clusters Score -2695563 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2696230.000000 Penalty: 3237.785400
	Iteration 9Q: 3 clusters Score -2696230 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2696527.750000 Penalty: 3237.785400
	Iteration 10Q: 3 clusters Score -2696528 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2696659.750000 Penalty: 3237.785400
	Iteration 11Q: 3 clusters Score -2696660 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2696733.000000 Penalty: 3237.785400
	Iteration 12Q: 3 clusters Score -2696733 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2696783.750000 Penalty: 3237.785400
	Iteration 13Q: 3 clusters Score -2696784 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2696815.750000 Penalty: 3237.785400
	Iteration 14Q: 3 clusters Score -2696816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2696840.750000 Penalty: 3237.785400
	Iteration 15Q: 3 clusters Score -2696841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2696858.250000 Penalty: 3237.785400
	Iteration 16Q: 3 clusters Score -2696858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2696874.500000 Penalty: 3237.785400
	Iteration 17Q: 3 clusters Score -2696874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2696888.000000 Penalty: 3237.785400
	Iteration 18Q: 3 clusters Score -2696888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2696905.500000 Penalty: 3237.785400
	Iteration 19Q: 3 clusters Score -2696906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2696913.000000 Penalty: 3237.785400
	Iteration 20F: 3 clusters Score -2696913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2696920.500000 Penalty: 3237.785400
	Iteration 21Q: 3 clusters Score -2696920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2696928.250000 Penalty: 3237.785400
	Iteration 22Q: 3 clusters Score -2696928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2696938.000000 Penalty: 3237.785400
	Iteration 23Q: 3 clusters Score -2696938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2696941.000000 Penalty: 3237.785400
	Iteration 24Q: 3 clusters Score -2696941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2696944.000000 Penalty: 3237.785400
	Iteration 25Q: 3 clusters Score -2696944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2696944.000000 Penalty: 3237.785400
	Iteration 26F: 3 clusters Score -2696944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Entering Unmasked Estep 
Score: -3521260.000000 Penalty: 1664.010864
	Iteration 0F: 2 clusters Score -3521260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -3502410.500000 Penalty: 3328.021729
	Iteration 0F: 3 clusters Score -3502410 nChanged 12875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -3509561.000000 Penalty: 3328.021729
	Iteration 1F: 3 clusters Score -3509561 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -3510095.250000 Penalty: 3328.021729
	Iteration 2Q: 3 clusters Score -3510095 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -3510654.250000 Penalty: 3328.021729
	Iteration 3F: 3 clusters Score -3510654 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -3511389.250000 Penalty: 3328.021729
	Iteration 4F: 3 clusters Score -3511389 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -3512414.000000 Penalty: 3328.021729
	Iteration 5F: 3 clusters Score -3512414 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -3513831.250000 Penalty: 3328.021729
	Iteration 6F: 3 clusters Score -3513831 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -3515377.250000 Penalty: 3328.021729
	Iteration 7F: 3 clusters Score -3515377 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -3516588.250000 Penalty: 3328.021729
	Iteration 8F: 3 clusters Score -3516588 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -3517335.500000 Penalty: 3328.021729
	Iteration 9Q: 3 clusters Score -3517336 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -3517779.000000 Penalty: 3328.021729
	Iteration 10Q: 3 clusters Score -3517779 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -3518070.750000 Penalty: 3328.021729
	Iteration 11Q: 3 clusters Score -3518071 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -3518258.250000 Penalty: 3328.021729
	Iteration 12Q: 3 clusters Score -3518258 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -3518401.750000 Penalty: 3328.021729
	Iteration 13Q: 3 clusters Score -3518402 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -3518532.500000 Penalty: 3328.021729
	Iteration 14Q: 3 clusters Score -3518532 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -3518672.500000 Penalty: 3328.021729
	Iteration 15Q: 3 clusters Score -3518672 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -3518831.500000 Penalty: 3328.021729
	Iteration 16Q: 3 clusters Score -3518832 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3518964.000000 Penalty: 3328.021729
	Iteration 17Q: 3 clusters Score -3518964 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3519095.000000 Penalty: 3328.021729
	Iteration 18Q: 3 clusters Score -3519095 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3519173.750000 Penalty: 3328.021729
	Iteration 19Q: 3 clusters Score -3519174 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3519250.250000 Penalty: 3328.021729
	Iteration 20F: 3 clusters Score -3519250 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3519331.500000 Penalty: 3328.021729
	Iteration 21Q: 3 clusters Score -3519332 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3519405.750000 Penalty: 3328.021729
	Iteration 22Q: 3 clusters Score -3519406 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3519475.750000 Penalty: 3328.021729
	Iteration 23Q: 3 clusters Score -3519476 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3519518.750000 Penalty: 3328.021729
	Iteration 24Q: 3 clusters Score -3519519 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3519553.000000 Penalty: 3328.021729
	Iteration 25Q: 3 clusters Score -3519553 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3519595.250000 Penalty: 3328.021729
	Iteration 26Q: 3 clusters Score -3519595 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3519632.000000 Penalty: 3328.021729
	Iteration 27Q: 3 clusters Score -3519632 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3519666.250000 Penalty: 3328.021729
	Iteration 28Q: 3 clusters Score -3519666 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3519705.000000 Penalty: 3328.021729
	Iteration 29Q: 3 clusters Score -3519705 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3519731.500000 Penalty: 3328.021729
	Iteration 30Q: 3 clusters Score -3519732 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3519747.250000 Penalty: 3328.021729
	Iteration 31Q: 3 clusters Score -3519747 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3519755.750000 Penalty: 3328.021729
	Iteration 32Q: 3 clusters Score -3519756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3519763.000000 Penalty: 3328.021729
	Iteration 33Q: 3 clusters Score -3519763 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3519779.000000 Penalty: 3328.021729
	Iteration 34Q: 3 clusters Score -3519779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3519787.750000 Penalty: 3328.021729
	Iteration 35Q: 3 clusters Score -3519788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3519796.750000 Penalty: 3328.021729
	Iteration 36Q: 3 clusters Score -3519797 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3519811.500000 Penalty: 3328.021729
	Iteration 37Q: 3 clusters Score -3519812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3519818.500000 Penalty: 3328.021729
	Iteration 38Q: 3 clusters Score -3519818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3519821.250000 Penalty: 3328.021729
	Iteration 39Q: 3 clusters Score -3519821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3519830.500000 Penalty: 3328.021729
	Iteration 40F: 3 clusters Score -3519830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3519837.500000 Penalty: 3328.021729
	Iteration 41Q: 3 clusters Score -3519838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3519838.750000 Penalty: 3328.021729
	Iteration 42Q: 3 clusters Score -3519839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3519845.000000 Penalty: 3328.021729
	Iteration 43Q: 3 clusters Score -3519845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3519848.250000 Penalty: 3328.021729
	Iteration 44Q: 3 clusters Score -3519848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3519852.000000 Penalty: 3328.021729
	Iteration 45Q: 3 clusters Score -3519852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3519858.500000 Penalty: 3328.021729
	Iteration 46Q: 3 clusters Score -3519858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3519864.500000 Penalty: 3328.021729
	Iteration 47Q: 3 clusters Score -3519864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3519871.000000 Penalty: 3328.021729
	Iteration 48Q: 3 clusters Score -3519871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3519876.250000 Penalty: 3328.021729
	Iteration 49Q: 3 clusters Score -3519876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3519884.500000 Penalty: 3328.021729
	Iteration 50Q: 3 clusters Score -3519884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3519883.750000 Penalty: 3328.021729
	Iteration 51Q: 3 clusters Score -3519884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3519885.750000 Penalty: 3328.021729
	Iteration 52Q: 3 clusters Score -3519886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3519897.250000 Penalty: 3328.021729
	Iteration 53Q: 3 clusters Score -3519897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3519905.500000 Penalty: 3328.021729
	Iteration 54Q: 3 clusters Score -3519906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3519916.250000 Penalty: 3328.021729
	Iteration 55Q: 3 clusters Score -3519916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3519928.250000 Penalty: 3328.021729
	Iteration 56Q: 3 clusters Score -3519928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3519933.000000 Penalty: 3328.021729
	Iteration 57Q: 3 clusters Score -3519933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3519932.250000 Penalty: 3328.021729
	Iteration 58Q: 3 clusters Score -3519932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3519935.750000 Penalty: 3328.021729
	Iteration 59Q: 3 clusters Score -3519936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3519938.750000 Penalty: 3328.021729
	Iteration 60F: 3 clusters Score -3519939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3519941.750000 Penalty: 3328.021729
	Iteration 61Q: 3 clusters Score -3519942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3519945.000000 Penalty: 3328.021729
	Iteration 62Q: 3 clusters Score -3519945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3519945.250000 Penalty: 3328.021729
	Iteration 63Q: 3 clusters Score -3519945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3519945.250000 Penalty: 3328.021729
	Iteration 64Q: 3 clusters Score -3519945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3519943.750000 Penalty: 3328.021729
	Iteration 65Q: 3 clusters Score -3519944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3519948.500000 Penalty: 3328.021729
	Iteration 66Q: 3 clusters Score -3519948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3519950.750000 Penalty: 3328.021729
	Iteration 67Q: 3 clusters Score -3519951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3519951.000000 Penalty: 3328.021729
	Iteration 68Q: 3 clusters Score -3519951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3519956.750000 Penalty: 3328.021729
	Iteration 69Q: 3 clusters Score -3519957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3519959.000000 Penalty: 3328.021729
	Iteration 70Q: 3 clusters Score -3519959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3519957.250000 Penalty: 3328.021729
	Iteration 71Q: 3 clusters Score -3519957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3519959.500000 Penalty: 3328.021729
	Iteration 72Q: 3 clusters Score -3519960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3519959.500000 Penalty: 3328.021729
	Iteration 73F: 3 clusters Score -3519960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Entering Unmasked Estep 
Score: -1163919.000000 Penalty: 1496.045288
	Iteration 0F: 2 clusters Score -1163919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1156740.500000 Penalty: 2992.090576
	Iteration 0F: 3 clusters Score -1156740 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1159188.000000 Penalty: 2992.090576
	Iteration 1F: 3 clusters Score -1159188 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1159428.375000 Penalty: 2992.090576
	Iteration 2F: 3 clusters Score -1159428 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1159634.750000 Penalty: 2992.090576
	Iteration 3Q: 3 clusters Score -1159635 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1159840.750000 Penalty: 2992.090576
	Iteration 4Q: 3 clusters Score -1159841 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1160035.500000 Penalty: 2992.090576
	Iteration 5Q: 3 clusters Score -1160036 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1160240.875000 Penalty: 2992.090576
	Iteration 6Q: 3 clusters Score -1160241 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1160456.875000 Penalty: 2992.090576
	Iteration 7Q: 3 clusters Score -1160457 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1160672.500000 Penalty: 2992.090576
	Iteration 8Q: 3 clusters Score -1160672 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1160893.375000 Penalty: 2992.090576
	Iteration 9Q: 3 clusters Score -1160893 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1161122.875000 Penalty: 2992.090576
	Iteration 10Q: 3 clusters Score -1161123 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1161358.375000 Penalty: 2992.090576
	Iteration 11Q: 3 clusters Score -1161358 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1161558.625000 Penalty: 2992.090576
	Iteration 12Q: 3 clusters Score -1161559 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1161750.375000 Penalty: 2992.090576
	Iteration 13Q: 3 clusters Score -1161750 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1161916.375000 Penalty: 2992.090576
	Iteration 14Q: 3 clusters Score -1161916 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1162043.125000 Penalty: 2992.090576
	Iteration 15Q: 3 clusters Score -1162043 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1162152.625000 Penalty: 2992.090576
	Iteration 16Q: 3 clusters Score -1162153 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1162240.125000 Penalty: 2992.090576
	Iteration 17Q: 3 clusters Score -1162240 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1162305.875000 Penalty: 2992.090576
	Iteration 18Q: 3 clusters Score -1162306 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1162352.875000 Penalty: 2992.090576
	Iteration 19Q: 3 clusters Score -1162353 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1162385.875000 Penalty: 2992.090576
	Iteration 20F: 3 clusters Score -1162386 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1162425.750000 Penalty: 2992.090576
	Iteration 21Q: 3 clusters Score -1162426 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1162455.250000 Penalty: 2992.090576
	Iteration 22Q: 3 clusters Score -1162455 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1162488.875000 Penalty: 2992.090576
	Iteration 23Q: 3 clusters Score -1162489 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1162515.500000 Penalty: 2992.090576
	Iteration 24Q: 3 clusters Score -1162516 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1162544.875000 Penalty: 2992.090576
	Iteration 25Q: 3 clusters Score -1162545 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1162563.375000 Penalty: 2992.090576
	Iteration 26Q: 3 clusters Score -1162563 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1162576.500000 Penalty: 2992.090576
	Iteration 27Q: 3 clusters Score -1162576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1162587.750000 Penalty: 2992.090576
	Iteration 28Q: 3 clusters Score -1162588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1162598.500000 Penalty: 2992.090576
	Iteration 29Q: 3 clusters Score -1162598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1162612.250000 Penalty: 2992.090576
	Iteration 30Q: 3 clusters Score -1162612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1162626.625000 Penalty: 2992.090576
	Iteration 31Q: 3 clusters Score -1162627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1162638.125000 Penalty: 2992.090576
	Iteration 32Q: 3 clusters Score -1162638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1162650.125000 Penalty: 2992.090576
	Iteration 33Q: 3 clusters Score -1162650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1162661.375000 Penalty: 2992.090576
	Iteration 34Q: 3 clusters Score -1162661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1162669.500000 Penalty: 2992.090576
	Iteration 35Q: 3 clusters Score -1162670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1162681.000000 Penalty: 2992.090576
	Iteration 36Q: 3 clusters Score -1162681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1162686.250000 Penalty: 2992.090576
	Iteration 37Q: 3 clusters Score -1162686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1162688.625000 Penalty: 2992.090576
	Iteration 38Q: 3 clusters Score -1162689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1162692.625000 Penalty: 2992.090576
	Iteration 39Q: 3 clusters Score -1162693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1162693.875000 Penalty: 2992.090576
	Iteration 40F: 3 clusters Score -1162694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1162694.750000 Penalty: 2992.090576
	Iteration 41Q: 3 clusters Score -1162695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1162694.750000 Penalty: 2992.090576
	Iteration 42F: 3 clusters Score -1162695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Entering Unmasked Estep 
Score: -839598.875000 Penalty: 1433.866699
	Iteration 0F: 2 clusters Score -839598.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -834452.125000 Penalty: 2867.733398
	Iteration 0F: 3 clusters Score -834452.1 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -835964.437500 Penalty: 2867.733398
	Iteration 1F: 3 clusters Score -835964.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -836205.687500 Penalty: 2867.733398
	Iteration 2F: 3 clusters Score -836205.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -836472.000000 Penalty: 2867.733398
	Iteration 3F: 3 clusters Score -836472 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -836772.812500 Penalty: 2867.733398
	Iteration 4F: 3 clusters Score -836772.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -837039.500000 Penalty: 2867.733398
	Iteration 5F: 3 clusters Score -837039.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -837290.375000 Penalty: 2867.733398
	Iteration 6F: 3 clusters Score -837290.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -837519.875000 Penalty: 2867.733398
	Iteration 7Q: 3 clusters Score -837519.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -837706.437500 Penalty: 2867.733398
	Iteration 8Q: 3 clusters Score -837706.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -837850.562500 Penalty: 2867.733398
	Iteration 9Q: 3 clusters Score -837850.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -837960.000000 Penalty: 2867.733398
	Iteration 10Q: 3 clusters Score -837960 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -838057.937500 Penalty: 2867.733398
	Iteration 11Q: 3 clusters Score -838057.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -838160.625000 Penalty: 2867.733398
	Iteration 12Q: 3 clusters Score -838160.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -838256.875000 Penalty: 2867.733398
	Iteration 13Q: 3 clusters Score -838256.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -838359.062500 Penalty: 2867.733398
	Iteration 14Q: 3 clusters Score -838359.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -838449.250000 Penalty: 2867.733398
	Iteration 15Q: 3 clusters Score -838449.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -838524.125000 Penalty: 2867.733398
	Iteration 16Q: 3 clusters Score -838524.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -838585.062500 Penalty: 2867.733398
	Iteration 17Q: 3 clusters Score -838585.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -838617.687500 Penalty: 2867.733398
	Iteration 18Q: 3 clusters Score -838617.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -838648.250000 Penalty: 2867.733398
	Iteration 19Q: 3 clusters Score -838648.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -838687.000000 Penalty: 2867.733398
	Iteration 20F: 3 clusters Score -838687 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -838732.312500 Penalty: 2867.733398
	Iteration 21Q: 3 clusters Score -838732.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -838797.875000 Penalty: 2867.733398
	Iteration 22Q: 3 clusters Score -838797.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -838870.312500 Penalty: 2867.733398
	Iteration 23Q: 3 clusters Score -838870.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -838952.125000 Penalty: 2867.733398
	Iteration 24Q: 3 clusters Score -838952.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -839032.875000 Penalty: 2867.733398
	Iteration 25Q: 3 clusters Score -839032.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -839115.500000 Penalty: 2867.733398
	Iteration 26Q: 3 clusters Score -839115.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -839198.500000 Penalty: 2867.733398
	Iteration 27Q: 3 clusters Score -839198.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -839289.812500 Penalty: 2867.733398
	Iteration 28Q: 3 clusters Score -839289.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -839383.250000 Penalty: 2867.733398
	Iteration 29Q: 3 clusters Score -839383.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -839458.687500 Penalty: 2867.733398
	Iteration 30Q: 3 clusters Score -839458.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -839548.250000 Penalty: 2867.733398
	Iteration 31Q: 3 clusters Score -839548.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -839609.312500 Penalty: 2867.733398
	Iteration 32Q: 3 clusters Score -839609.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -839631.625000 Penalty: 2867.733398
	Iteration 33Q: 3 clusters Score -839631.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -839639.812500 Penalty: 2867.733398
	Iteration 34Q: 3 clusters Score -839639.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -839641.125000 Penalty: 2867.733398
	Iteration 35Q: 3 clusters Score -839641.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -839647.500000 Penalty: 2867.733398
	Iteration 36Q: 3 clusters Score -839647.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -839649.875000 Penalty: 2867.733398
	Iteration 37Q: 3 clusters Score -839649.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -839652.875000 Penalty: 2867.733398
	Iteration 38Q: 3 clusters Score -839652.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -839654.625000 Penalty: 2867.733398
	Iteration 39Q: 3 clusters Score -839654.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -839656.000000 Penalty: 2867.733398
	Iteration 40F: 3 clusters Score -839656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -839655.125000 Penalty: 2867.733398
	Iteration 41Q: 3 clusters Score -839655.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -839656.437500 Penalty: 2867.733398
	Iteration 42Q: 3 clusters Score -839656.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -839658.625000 Penalty: 2867.733398
	Iteration 43Q: 3 clusters Score -839658.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -839659.812500 Penalty: 2867.733398
	Iteration 44Q: 3 clusters Score -839659.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -839660.875000 Penalty: 2867.733398
	Iteration 45Q: 3 clusters Score -839660.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -839660.875000 Penalty: 2867.733398
	Iteration 46F: 3 clusters Score -839660.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21214 members 
Mstep: Class 4 contains 28003 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 4807 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 4610 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 13761 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36384 members 
Mstep: Class 14 contains 56206 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 8754 members 
Mstep: Class 17 contains 107508 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9735 members 
Mstep: Class 20 contains 53999 members 
Mstep: Class 21 contains 6702 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 66829 members 
Mstep: Class 24 contains 97220 members 
Mstep: Class 25 contains 68977 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102407 members 
Mstep: Class 29 contains 4746 members 
Mstep: Class 30 contains 75589 members 
Mstep: Class 31 contains 93823 members 
Mstep: Class 32 contains 3133 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1089 members 
Mstep: Class 35 contains 9530 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2248 members 
Mstep: Class 39 contains 475 members 
Mstep: Class 40 contains 1987 members 
Entering Unmasked Estep 
Score: -111774064.000000 Penalty: 89247.812500
Splitting cluster 6 changes total score from -111774544.000000 to -111774064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Entering Unmasked Estep 
Score: -107266.914062 Penalty: 1114.346069
	Iteration 0F: 2 clusters Score -107266.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -105848.648438 Penalty: 2228.692139
	Iteration 0F: 3 clusters Score -105848.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -106248.359375 Penalty: 2228.692139
	Iteration 1F: 3 clusters Score -106248.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -106580.843750 Penalty: 2228.692139
	Iteration 2F: 3 clusters Score -106580.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -106986.304688 Penalty: 2228.692139
	Iteration 3F: 3 clusters Score -106986.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -107387.859375 Penalty: 2228.692139
	Iteration 4F: 3 clusters Score -107387.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -107668.820312 Penalty: 2228.692139
	Iteration 5F: 3 clusters Score -107668.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -107796.195312 Penalty: 2228.692139
	Iteration 6Q: 3 clusters Score -107796.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -107828.703125 Penalty: 2228.692139
	Iteration 7Q: 3 clusters Score -107828.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -107834.804688 Penalty: 2228.692139
	Iteration 8Q: 3 clusters Score -107834.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -107840.765625 Penalty: 2228.692139
	Iteration 9Q: 3 clusters Score -107840.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -107841.437500 Penalty: 2228.692139
	Iteration 10Q: 3 clusters Score -107841.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -107841.437500 Penalty: 2228.692139
	Iteration 11F: 3 clusters Score -107841.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21214 members 
Mstep: Class 4 contains 28003 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 6794 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 4610 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 13761 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36384 members 
Mstep: Class 14 contains 56206 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 8754 members 
Mstep: Class 17 contains 107508 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9735 members 
Mstep: Class 20 contains 53999 members 
Mstep: Class 21 contains 6702 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 66829 members 
Mstep: Class 24 contains 97220 members 
Mstep: Class 25 contains 68977 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102407 members 
Mstep: Class 29 contains 4746 members 
Mstep: Class 30 contains 75589 members 
Mstep: Class 31 contains 93823 members 
Mstep: Class 32 contains 3133 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1089 members 
Mstep: Class 35 contains 9530 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2248 members 
Mstep: Class 39 contains 475 members 
Mstep: Class 40 contains 414 members 
Entering Unmasked Estep 
Score: -111773856.000000 Penalty: 89247.812500
Splitting cluster 7 changes total score from -111774544.000000 to -111773856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (4970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Entering Unmasked Estep 
Score: -570649.750000 Penalty: 1383.065918
	Iteration 0F: 2 clusters Score -570649.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -566651.062500 Penalty: 2766.131836
	Iteration 0F: 3 clusters Score -566651.1 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -567965.125000 Penalty: 2766.131836
	Iteration 1F: 3 clusters Score -567965.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -568278.750000 Penalty: 2766.131836
	Iteration 2F: 3 clusters Score -568278.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -568525.125000 Penalty: 2766.131836
	Iteration 3F: 3 clusters Score -568525.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -568735.250000 Penalty: 2766.131836
	Iteration 4F: 3 clusters Score -568735.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -568916.312500 Penalty: 2766.131836
	Iteration 5F: 3 clusters Score -568916.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -569050.750000 Penalty: 2766.131836
	Iteration 6Q: 3 clusters Score -569050.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -569196.125000 Penalty: 2766.131836
	Iteration 7Q: 3 clusters Score -569196.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -569373.250000 Penalty: 2766.131836
	Iteration 8Q: 3 clusters Score -569373.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -569514.437500 Penalty: 2766.131836
	Iteration 9Q: 3 clusters Score -569514.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -569624.125000 Penalty: 2766.131836
	Iteration 10Q: 3 clusters Score -569624.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -569679.562500 Penalty: 2766.131836
	Iteration 11Q: 3 clusters Score -569679.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -569705.125000 Penalty: 2766.131836
	Iteration 12Q: 3 clusters Score -569705.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -569723.687500 Penalty: 2766.131836
	Iteration 13Q: 3 clusters Score -569723.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -569738.562500 Penalty: 2766.131836
	Iteration 14Q: 3 clusters Score -569738.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -569752.812500 Penalty: 2766.131836
	Iteration 15Q: 3 clusters Score -569752.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -569770.125000 Penalty: 2766.131836
	Iteration 16Q: 3 clusters Score -569770.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -569795.000000 Penalty: 2766.131836
	Iteration 17Q: 3 clusters Score -569795 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -569814.687500 Penalty: 2766.131836
	Iteration 18Q: 3 clusters Score -569814.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -569832.812500 Penalty: 2766.131836
	Iteration 19Q: 3 clusters Score -569832.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -569850.812500 Penalty: 2766.131836
	Iteration 20F: 3 clusters Score -569850.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -569869.562500 Penalty: 2766.131836
	Iteration 21Q: 3 clusters Score -569869.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -569893.937500 Penalty: 2766.131836
	Iteration 22Q: 3 clusters Score -569893.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -569927.750000 Penalty: 2766.131836
	Iteration 23Q: 3 clusters Score -569927.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -569964.625000 Penalty: 2766.131836
	Iteration 24Q: 3 clusters Score -569964.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -570010.062500 Penalty: 2766.131836
	Iteration 25Q: 3 clusters Score -570010.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -570053.687500 Penalty: 2766.131836
	Iteration 26Q: 3 clusters Score -570053.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -570127.437500 Penalty: 2766.131836
	Iteration 27Q: 3 clusters Score -570127.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -570214.000000 Penalty: 2766.131836
	Iteration 28Q: 3 clusters Score -570214 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -570283.187500 Penalty: 2766.131836
	Iteration 29Q: 3 clusters Score -570283.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -570335.687500 Penalty: 2766.131836
	Iteration 30Q: 3 clusters Score -570335.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -570367.125000 Penalty: 2766.131836
	Iteration 31Q: 3 clusters Score -570367.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -570385.250000 Penalty: 2766.131836
	Iteration 32Q: 3 clusters Score -570385.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -570397.375000 Penalty: 2766.131836
	Iteration 33Q: 3 clusters Score -570397.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -570405.562500 Penalty: 2766.131836
	Iteration 34Q: 3 clusters Score -570405.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -570414.812500 Penalty: 2766.131836
	Iteration 35Q: 3 clusters Score -570414.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -570420.062500 Penalty: 2766.131836
	Iteration 36Q: 3 clusters Score -570420.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -570424.625000 Penalty: 2766.131836
	Iteration 37Q: 3 clusters Score -570424.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -570432.312500 Penalty: 2766.131836
	Iteration 38Q: 3 clusters Score -570432.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -570437.562500 Penalty: 2766.131836
	Iteration 39Q: 3 clusters Score -570437.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -570443.062500 Penalty: 2766.131836
	Iteration 40F: 3 clusters Score -570443.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -570456.250000 Penalty: 2766.131836
	Iteration 41Q: 3 clusters Score -570456.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -570471.000000 Penalty: 2766.131836
	Iteration 42Q: 3 clusters Score -570471 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -570515.187500 Penalty: 2766.131836
	Iteration 43Q: 3 clusters Score -570515.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -570602.812500 Penalty: 2766.131836
	Iteration 44Q: 3 clusters Score -570602.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -570682.500000 Penalty: 2766.131836
	Iteration 45Q: 3 clusters Score -570682.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -570712.187500 Penalty: 2766.131836
	Iteration 46Q: 3 clusters Score -570712.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -570724.437500 Penalty: 2766.131836
	Iteration 47Q: 3 clusters Score -570724.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -570734.000000 Penalty: 2766.131836
	Iteration 48Q: 3 clusters Score -570734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -570736.937500 Penalty: 2766.131836
	Iteration 49Q: 3 clusters Score -570736.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -570738.937500 Penalty: 2766.131836
	Iteration 50Q: 3 clusters Score -570738.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -570743.187500 Penalty: 2766.131836
	Iteration 51Q: 3 clusters Score -570743.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -570746.625000 Penalty: 2766.131836
	Iteration 52Q: 3 clusters Score -570746.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -570747.000000 Penalty: 2766.131836
	Iteration 53Q: 3 clusters Score -570747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -570747.500000 Penalty: 2766.131836
	Iteration 54Q: 3 clusters Score -570747.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -570748.125000 Penalty: 2766.131836
	Iteration 55Q: 3 clusters Score -570748.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -570747.937500 Penalty: 2766.131836
	Iteration 56Q: 3 clusters Score -570747.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -570748.437500 Penalty: 2766.131836
	Iteration 57Q: 3 clusters Score -570748.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -570748.437500 Penalty: 2766.131836
	Iteration 58F: 3 clusters Score -570748.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21214 members 
Mstep: Class 4 contains 28003 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 6794 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 2017 members 
Mstep: Class 9 contains 4610 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 13761 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36384 members 
Mstep: Class 14 contains 56206 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 8754 members 
Mstep: Class 17 contains 107508 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9735 members 
Mstep: Class 20 contains 53999 members 
Mstep: Class 21 contains 6702 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 66829 members 
Mstep: Class 24 contains 97220 members 
Mstep: Class 25 contains 68977 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102407 members 
Mstep: Class 29 contains 4746 members 
Mstep: Class 30 contains 75589 members 
Mstep: Class 31 contains 93823 members 
Mstep: Class 32 contains 3133 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1089 members 
Mstep: Class 35 contains 9530 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2248 members 
Mstep: Class 39 contains 475 members 
Mstep: Class 40 contains 2953 members 
Entering Unmasked Estep 
Score: -111773896.000000 Penalty: 89247.812500
Splitting cluster 8 changes total score from -111774544.000000 to -111773896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (4610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Entering Unmasked Estep 
Score: -557826.375000 Penalty: 1370.847168
	Iteration 0F: 2 clusters Score -557826.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -554096.687500 Penalty: 2741.694336
	Iteration 0F: 3 clusters Score -554096.7 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -555105.250000 Penalty: 2741.694336
	Iteration 1F: 3 clusters Score -555105.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -555304.562500 Penalty: 2741.694336
	Iteration 2F: 3 clusters Score -555304.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -555437.562500 Penalty: 2741.694336
	Iteration 3F: 3 clusters Score -555437.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -555531.437500 Penalty: 2741.694336
	Iteration 4Q: 3 clusters Score -555531.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -555595.562500 Penalty: 2741.694336
	Iteration 5Q: 3 clusters Score -555595.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -555647.625000 Penalty: 2741.694336
	Iteration 6Q: 3 clusters Score -555647.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -555693.062500 Penalty: 2741.694336
	Iteration 7Q: 3 clusters Score -555693.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -555730.625000 Penalty: 2741.694336
	Iteration 8Q: 3 clusters Score -555730.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -555773.125000 Penalty: 2741.694336
	Iteration 9Q: 3 clusters Score -555773.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -555813.875000 Penalty: 2741.694336
	Iteration 10Q: 3 clusters Score -555813.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -555851.062500 Penalty: 2741.694336
	Iteration 11Q: 3 clusters Score -555851.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -555889.187500 Penalty: 2741.694336
	Iteration 12Q: 3 clusters Score -555889.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -555929.875000 Penalty: 2741.694336
	Iteration 13Q: 3 clusters Score -555929.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -555962.437500 Penalty: 2741.694336
	Iteration 14Q: 3 clusters Score -555962.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -555994.375000 Penalty: 2741.694336
	Iteration 15Q: 3 clusters Score -555994.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -556029.125000 Penalty: 2741.694336
	Iteration 16Q: 3 clusters Score -556029.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -556066.812500 Penalty: 2741.694336
	Iteration 17Q: 3 clusters Score -556066.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -556104.000000 Penalty: 2741.694336
	Iteration 18Q: 3 clusters Score -556104 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -556138.250000 Penalty: 2741.694336
	Iteration 19Q: 3 clusters Score -556138.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -556179.437500 Penalty: 2741.694336
	Iteration 20F: 3 clusters Score -556179.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -556227.125000 Penalty: 2741.694336
	Iteration 21Q: 3 clusters Score -556227.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -556287.750000 Penalty: 2741.694336
	Iteration 22Q: 3 clusters Score -556287.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -556347.375000 Penalty: 2741.694336
	Iteration 23Q: 3 clusters Score -556347.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -556394.687500 Penalty: 2741.694336
	Iteration 24Q: 3 clusters Score -556394.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -556440.250000 Penalty: 2741.694336
	Iteration 25Q: 3 clusters Score -556440.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -556484.062500 Penalty: 2741.694336
	Iteration 26Q: 3 clusters Score -556484.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -556533.000000 Penalty: 2741.694336
	Iteration 27Q: 3 clusters Score -556533 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -556569.500000 Penalty: 2741.694336
	Iteration 28Q: 3 clusters Score -556569.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -556601.687500 Penalty: 2741.694336
	Iteration 29Q: 3 clusters Score -556601.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -556635.562500 Penalty: 2741.694336
	Iteration 30Q: 3 clusters Score -556635.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -556663.000000 Penalty: 2741.694336
	Iteration 31Q: 3 clusters Score -556663 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -556690.187500 Penalty: 2741.694336
	Iteration 32Q: 3 clusters Score -556690.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -556719.937500 Penalty: 2741.694336
	Iteration 33Q: 3 clusters Score -556719.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -556744.875000 Penalty: 2741.694336
	Iteration 34Q: 3 clusters Score -556744.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -556760.937500 Penalty: 2741.694336
	Iteration 35Q: 3 clusters Score -556760.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -556776.875000 Penalty: 2741.694336
	Iteration 36Q: 3 clusters Score -556776.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -556786.062500 Penalty: 2741.694336
	Iteration 37Q: 3 clusters Score -556786.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -556790.750000 Penalty: 2741.694336
	Iteration 38Q: 3 clusters Score -556790.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -556797.500000 Penalty: 2741.694336
	Iteration 39Q: 3 clusters Score -556797.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -556802.000000 Penalty: 2741.694336
	Iteration 40F: 3 clusters Score -556802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -556803.187500 Penalty: 2741.694336
	Iteration 41Q: 3 clusters Score -556803.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -556806.875000 Penalty: 2741.694336
	Iteration 42Q: 3 clusters Score -556806.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -556808.625000 Penalty: 2741.694336
	Iteration 43Q: 3 clusters Score -556808.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -556809.875000 Penalty: 2741.694336
	Iteration 44Q: 3 clusters Score -556809.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -556808.875000 Penalty: 2741.694336
	Iteration 45Q: 3 clusters Score -556808.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -556811.000000 Penalty: 2741.694336
	Iteration 46Q: 3 clusters Score -556811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -556810.937500 Penalty: 2741.694336
	Iteration 47Q: 3 clusters Score -556810.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -556810.937500 Penalty: 2741.694336
	Iteration 48F: 3 clusters Score -556810.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Entering Unmasked Estep 
Score: -175072.000000 Penalty: 1178.458740
	Iteration 0F: 2 clusters Score -175072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -173331.937500 Penalty: 2356.917480
	Iteration 0F: 3 clusters Score -173331.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -173690.406250 Penalty: 2356.917480
	Iteration 1F: 3 clusters Score -173690.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -173775.328125 Penalty: 2356.917480
	Iteration 2F: 3 clusters Score -173775.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -173819.687500 Penalty: 2356.917480
	Iteration 3Q: 3 clusters Score -173819.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -173841.406250 Penalty: 2356.917480
	Iteration 4Q: 3 clusters Score -173841.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -173852.312500 Penalty: 2356.917480
	Iteration 5Q: 3 clusters Score -173852.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -173861.062500 Penalty: 2356.917480
	Iteration 6Q: 3 clusters Score -173861.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -173869.828125 Penalty: 2356.917480
	Iteration 7Q: 3 clusters Score -173869.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -173879.203125 Penalty: 2356.917480
	Iteration 8Q: 3 clusters Score -173879.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -173885.421875 Penalty: 2356.917480
	Iteration 9Q: 3 clusters Score -173885.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -173893.703125 Penalty: 2356.917480
	Iteration 10Q: 3 clusters Score -173893.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -173903.265625 Penalty: 2356.917480
	Iteration 11Q: 3 clusters Score -173903.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -173915.921875 Penalty: 2356.917480
	Iteration 12Q: 3 clusters Score -173915.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -173927.734375 Penalty: 2356.917480
	Iteration 13Q: 3 clusters Score -173927.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -173944.406250 Penalty: 2356.917480
	Iteration 14Q: 3 clusters Score -173944.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -173966.921875 Penalty: 2356.917480
	Iteration 15Q: 3 clusters Score -173966.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -173995.390625 Penalty: 2356.917480
	Iteration 16Q: 3 clusters Score -173995.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -174018.687500 Penalty: 2356.917480
	Iteration 17Q: 3 clusters Score -174018.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -174035.328125 Penalty: 2356.917480
	Iteration 18Q: 3 clusters Score -174035.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -174049.796875 Penalty: 2356.917480
	Iteration 19Q: 3 clusters Score -174049.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -174071.250000 Penalty: 2356.917480
	Iteration 20F: 3 clusters Score -174071.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -174110.843750 Penalty: 2356.917480
	Iteration 21Q: 3 clusters Score -174110.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -174250.796875 Penalty: 2356.917480
	Iteration 22Q: 3 clusters Score -174250.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -174456.343750 Penalty: 2356.917480
	Iteration 23Q: 3 clusters Score -174456.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -174617.078125 Penalty: 2356.917480
	Iteration 24F: 3 clusters Score -174617.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -174710.312500 Penalty: 2356.917480
	Iteration 25Q: 3 clusters Score -174710.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -174747.484375 Penalty: 2356.917480
	Iteration 26Q: 3 clusters Score -174747.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -174770.640625 Penalty: 2356.917480
	Iteration 27Q: 3 clusters Score -174770.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -174794.234375 Penalty: 2356.917480
	Iteration 28Q: 3 clusters Score -174794.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -174813.796875 Penalty: 2356.917480
	Iteration 29Q: 3 clusters Score -174813.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -174832.953125 Penalty: 2356.917480
	Iteration 30Q: 3 clusters Score -174833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -174853.546875 Penalty: 2356.917480
	Iteration 31Q: 3 clusters Score -174853.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -174873.546875 Penalty: 2356.917480
	Iteration 32Q: 3 clusters Score -174873.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -174893.125000 Penalty: 2356.917480
	Iteration 33Q: 3 clusters Score -174893.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -174905.609375 Penalty: 2356.917480
	Iteration 34Q: 3 clusters Score -174905.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -174911.250000 Penalty: 2356.917480
	Iteration 35Q: 3 clusters Score -174911.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -174914.625000 Penalty: 2356.917480
	Iteration 36Q: 3 clusters Score -174914.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -174914.625000 Penalty: 2356.917480
	Iteration 37F: 3 clusters Score -174914.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Entering Unmasked Estep 
Score: -1711951.000000 Penalty: 1548.558960
	Iteration 0F: 2 clusters Score -1711951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1702426.375000 Penalty: 3097.117920
	Iteration 0F: 3 clusters Score -1702426 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1705847.250000 Penalty: 3097.117920
	Iteration 1F: 3 clusters Score -1705847 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1706306.000000 Penalty: 3097.117920
	Iteration 2F: 3 clusters Score -1706306 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1706836.500000 Penalty: 3097.117920
	Iteration 3F: 3 clusters Score -1706836 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1707395 nChanged 753
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1709544 nChanged 353
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Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1709783 nChanged 257
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Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1709890 nChanged 263
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Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1710204 nChanged 215
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Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1710265 nChanged 161
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Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1710321 nChanged 165
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Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1710370 nChanged 130
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Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1710420 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1710437 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1710457 nChanged 59
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Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1710467 nChanged 67
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Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1710480 nChanged 85
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1710494 nChanged 69
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Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1710501 nChanged 57
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Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1710512 nChanged 35
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Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1710519 nChanged 32
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Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1710522 nChanged 27
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Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1710528 nChanged 30
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Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1710525 nChanged 36
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Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1710536 nChanged 34
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Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1710536 nChanged 29
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Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 5532 members 
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	Iteration 36Q: 3 clusters Score -1710543 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1710544 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1710546 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 5452 members 
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	Iteration 39Q: 3 clusters Score -1710556 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1710558 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 5374 members 
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	Iteration 41Q: 3 clusters Score -1710562 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1710572 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 5274 members 
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	Iteration 43Q: 3 clusters Score -1710585 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 5216 members 
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	Iteration 44Q: 3 clusters Score -1710594 nChanged 70
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Mstep: Class 1 contains 8613 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1710609 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1710624 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 4987 members 
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	Iteration 47Q: 3 clusters Score -1710655 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1710688 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8981 members 
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	Iteration 49Q: 3 clusters Score -1710724 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 4676 members 
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	Iteration 50Q: 3 clusters Score -1710767 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 4558 members 
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	Iteration 51Q: 3 clusters Score -1710805 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1710840 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 4329 members 
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	Iteration 53Q: 3 clusters Score -1710876 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1710900 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 4137 members 
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	Iteration 55Q: 3 clusters Score -1710920 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 4053 members 
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	Iteration 56Q: 3 clusters Score -1710944 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 3973 members 
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	Iteration 57Q: 3 clusters Score -1710965 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 3891 members 
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	Iteration 58Q: 3 clusters Score -1710982 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 3817 members 
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	Iteration 59Q: 3 clusters Score -1710996 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10017 members 
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	Iteration 60F: 3 clusters Score -1711020 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 3673 members 
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	Iteration 61Q: 3 clusters Score -1711035 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 3601 members 
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	Iteration 62Q: 3 clusters Score -1711057 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 3522 members 
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	Iteration 63Q: 3 clusters Score -1711081 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 3441 members 
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	Iteration 64Q: 3 clusters Score -1711106 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 3364 members 
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	Iteration 65Q: 3 clusters Score -1711126 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 3290 members 
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	Iteration 66Q: 3 clusters Score -1711150 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 3217 members 
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	Iteration 67Q: 3 clusters Score -1711169 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 3159 members 
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	Iteration 68Q: 3 clusters Score -1711178 nChanged 53
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Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 3106 members 
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	Iteration 69Q: 3 clusters Score -1711194 nChanged 49
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Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 3057 members 
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	Iteration 70Q: 3 clusters Score -1711200 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1711205 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1711209.750000 Penalty: 3097.117920
	Iteration 72Q: 3 clusters Score -1711210 nChanged 26
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Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 2957 members 
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	Iteration 73Q: 3 clusters Score -1711213 nChanged 20
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Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 2937 members 
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	Iteration 74Q: 3 clusters Score -1711214 nChanged 16
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Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 2921 members 
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Score: -1711216.625000 Penalty: 3097.117920
	Iteration 75Q: 3 clusters Score -1711217 nChanged 13
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Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 2908 members 
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	Iteration 76Q: 3 clusters Score -1711221 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1711223 nChanged 22
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Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 2871 members 
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	Iteration 78Q: 3 clusters Score -1711224 nChanged 20
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Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 2853 members 
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	Iteration 79Q: 3 clusters Score -1711230 nChanged 21
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Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 2832 members 
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	Iteration 80F: 3 clusters Score -1711234 nChanged 12
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Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 2820 members 
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	Iteration 81Q: 3 clusters Score -1711235 nChanged 16
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Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 2804 members 
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	Iteration 82Q: 3 clusters Score -1711236 nChanged 16
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Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 2788 members 
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	Iteration 83Q: 3 clusters Score -1711236 nChanged 9
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Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 2779 members 
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	Iteration 84Q: 3 clusters Score -1711236 nChanged 10
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Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1711239 nChanged 10
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Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 2759 members 
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	Iteration 86Q: 3 clusters Score -1711238 nChanged 11
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Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1711239 nChanged 8
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Mstep: Class 1 contains 11021 members 
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	Iteration 88Q: 3 clusters Score -1711241 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 2729 members 
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Score: -1711243.875000 Penalty: 3097.117920
	Iteration 89Q: 3 clusters Score -1711244 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 2714 members 
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	Iteration 90Q: 3 clusters Score -1711246 nChanged 16
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Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 2698 members 
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	Iteration 91Q: 3 clusters Score -1711249 nChanged 15
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Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1711254 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1711254 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 2663 members 
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	Iteration 94Q: 3 clusters Score -1711254 nChanged 12
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Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 2651 members 
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	Iteration 95Q: 3 clusters Score -1711257 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1711255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1711255.625000 Penalty: 3097.117920
	Iteration 97Q: 3 clusters Score -1711256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1711258.000000 Penalty: 3097.117920
	Iteration 98Q: 3 clusters Score -1711258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1711260.250000 Penalty: 3097.117920
	Iteration 99Q: 3 clusters Score -1711260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1711260.250000 Penalty: 3097.117920
	Iteration 100F: 3 clusters Score -1711260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1711258.375000 Penalty: 3097.117920
	Iteration 101Q: 3 clusters Score -1711258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1711264.125000 Penalty: 3097.117920
	Iteration 102Q: 3 clusters Score -1711264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1711265.000000 Penalty: 3097.117920
	Iteration 103Q: 3 clusters Score -1711265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1711265.500000 Penalty: 3097.117920
	Iteration 104Q: 3 clusters Score -1711266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1711266.625000 Penalty: 3097.117920
	Iteration 105Q: 3 clusters Score -1711267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1711266.875000 Penalty: 3097.117920
	Iteration 106Q: 3 clusters Score -1711267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1711268.500000 Penalty: 3097.117920
	Iteration 107Q: 3 clusters Score -1711268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1711271.000000 Penalty: 3097.117920
	Iteration 108Q: 3 clusters Score -1711271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1711274.500000 Penalty: 3097.117920
	Iteration 109Q: 3 clusters Score -1711274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1711277.125000 Penalty: 3097.117920
	Iteration 110Q: 3 clusters Score -1711277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1711281.000000 Penalty: 3097.117920
	Iteration 111Q: 3 clusters Score -1711281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1711281.125000 Penalty: 3097.117920
	Iteration 112Q: 3 clusters Score -1711281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1711282.625000 Penalty: 3097.117920
	Iteration 113Q: 3 clusters Score -1711283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1711287.125000 Penalty: 3097.117920
	Iteration 114Q: 3 clusters Score -1711287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1711289.750000 Penalty: 3097.117920
	Iteration 115Q: 3 clusters Score -1711290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1711294.250000 Penalty: 3097.117920
	Iteration 116Q: 3 clusters Score -1711294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1711294.000000 Penalty: 3097.117920
	Iteration 117Q: 3 clusters Score -1711294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1711295.000000 Penalty: 3097.117920
	Iteration 118Q: 3 clusters Score -1711295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1711292.125000 Penalty: 3097.117920
	Iteration 119Q: 3 clusters Score -1711292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1711298.125000 Penalty: 3097.117920
	Iteration 120F: 3 clusters Score -1711298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1711299.250000 Penalty: 3097.117920
	Iteration 121Q: 3 clusters Score -1711299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1711302.750000 Penalty: 3097.117920
	Iteration 122Q: 3 clusters Score -1711303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1711306.125000 Penalty: 3097.117920
	Iteration 123Q: 3 clusters Score -1711306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1711310.000000 Penalty: 3097.117920
	Iteration 124Q: 3 clusters Score -1711310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1711314.875000 Penalty: 3097.117920
	Iteration 125Q: 3 clusters Score -1711315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1711316.625000 Penalty: 3097.117920
	Iteration 126Q: 3 clusters Score -1711317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1711322.625000 Penalty: 3097.117920
	Iteration 127Q: 3 clusters Score -1711323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1711324.875000 Penalty: 3097.117920
	Iteration 128Q: 3 clusters Score -1711325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1711324.750000 Penalty: 3097.117920
	Iteration 129Q: 3 clusters Score -1711325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1711330.625000 Penalty: 3097.117920
	Iteration 130Q: 3 clusters Score -1711331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1711330.875000 Penalty: 3097.117920
	Iteration 131Q: 3 clusters Score -1711331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1711336.375000 Penalty: 3097.117920
	Iteration 132Q: 3 clusters Score -1711336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1711343.750000 Penalty: 3097.117920
	Iteration 133Q: 3 clusters Score -1711344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1711347.000000 Penalty: 3097.117920
	Iteration 134Q: 3 clusters Score -1711347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1711350.000000 Penalty: 3097.117920
	Iteration 135Q: 3 clusters Score -1711350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1711351.125000 Penalty: 3097.117920
	Iteration 136Q: 3 clusters Score -1711351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1711353.875000 Penalty: 3097.117920
	Iteration 137Q: 3 clusters Score -1711354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1711353.625000 Penalty: 3097.117920
	Iteration 138Q: 3 clusters Score -1711354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1711354.625000 Penalty: 3097.117920
	Iteration 139Q: 3 clusters Score -1711355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1711357.250000 Penalty: 3097.117920
	Iteration 140F: 3 clusters Score -1711357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1711356.750000 Penalty: 3097.117920
	Iteration 141Q: 3 clusters Score -1711357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1711358.500000 Penalty: 3097.117920
	Iteration 142Q: 3 clusters Score -1711358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1711357.500000 Penalty: 3097.117920
	Iteration 143Q: 3 clusters Score -1711358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1711358.500000 Penalty: 3097.117920
	Iteration 144Q: 3 clusters Score -1711358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1711358.250000 Penalty: 3097.117920
	Iteration 145Q: 3 clusters Score -1711358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1711358.625000 Penalty: 3097.117920
	Iteration 146Q: 3 clusters Score -1711359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1711362.375000 Penalty: 3097.117920
	Iteration 147Q: 3 clusters Score -1711362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1711362.000000 Penalty: 3097.117920
	Iteration 148Q: 3 clusters Score -1711362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1711363.625000 Penalty: 3097.117920
	Iteration 149Q: 3 clusters Score -1711364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1711368.000000 Penalty: 3097.117920
	Iteration 150Q: 3 clusters Score -1711368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1711367.500000 Penalty: 3097.117920
	Iteration 151Q: 3 clusters Score -1711368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1711369.125000 Penalty: 3097.117920
	Iteration 152Q: 3 clusters Score -1711369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1711369.625000 Penalty: 3097.117920
	Iteration 153Q: 3 clusters Score -1711370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1711369.500000 Penalty: 3097.117920
	Iteration 154Q: 3 clusters Score -1711370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1711369.750000 Penalty: 3097.117920
	Iteration 155Q: 3 clusters Score -1711370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1711369.750000 Penalty: 3097.117920
	Iteration 156F: 3 clusters Score -1711370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -26884.195312 Penalty: 954.219177
	Iteration 0F: 2 clusters Score -26884.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -26074.839844 Penalty: 1908.438354
	Iteration 0F: 3 clusters Score -26074.84 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -26572.683594 Penalty: 1908.438354
	Iteration 1F: 3 clusters Score -26572.68 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -26826.156250 Penalty: 1908.438354
	Iteration 2F: 3 clusters Score -26826.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -26975.472656 Penalty: 1908.438354
	Iteration 3F: 3 clusters Score -26975.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -27006.355469 Penalty: 1908.438354
	Iteration 4Q: 3 clusters Score -27006.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -27029.070312 Penalty: 1908.438354
	Iteration 5Q: 3 clusters Score -27029.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27060.009766 Penalty: 1908.438354
	Iteration 6Q: 3 clusters Score -27060.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27067.943359 Penalty: 1908.438354
	Iteration 7Q: 3 clusters Score -27067.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27067.943359 Penalty: 1908.438354
	Iteration 8F: 3 clusters Score -27067.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21214 members 
Mstep: Class 4 contains 28003 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 6794 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 4610 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 13761 members 
Mstep: Class 12 contains 135 members 
Mstep: Class 13 contains 36384 members 
Mstep: Class 14 contains 56206 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 8754 members 
Mstep: Class 17 contains 107508 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9735 members 
Mstep: Class 20 contains 53999 members 
Mstep: Class 21 contains 6702 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 66829 members 
Mstep: Class 24 contains 97220 members 
Mstep: Class 25 contains 68977 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102407 members 
Mstep: Class 29 contains 4746 members 
Mstep: Class 30 contains 75589 members 
Mstep: Class 31 contains 93823 members 
Mstep: Class 32 contains 3133 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1089 members 
Mstep: Class 35 contains 9530 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2248 members 
Mstep: Class 39 contains 475 members 
Mstep: Class 40 contains 220 members 
Entering Unmasked Estep 
Score: -111773400.000000 Penalty: 89247.812500
Splitting cluster 12 changes total score from -111774544.000000 to -111773400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (36384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Entering Unmasked Estep 
Score: -4521678.500000 Penalty: 1706.556274
	Iteration 0F: 2 clusters Score -4521678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -4497269.000000 Penalty: 3413.112549
	Iteration 0F: 3 clusters Score -4497269 nChanged 16910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -4506832.000000 Penalty: 3413.112549
	Iteration 1F: 3 clusters Score -4506832 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -4507335.000000 Penalty: 3413.112549
	Iteration 2Q: 3 clusters Score -4507335 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -4507988.500000 Penalty: 3413.112549
	Iteration 3Q: 3 clusters Score -4507988 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -4508831.500000 Penalty: 3413.112549
	Iteration 4Q: 3 clusters Score -4508832 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -4510064.500000 Penalty: 3413.112549
	Iteration 5F: 3 clusters Score -4510064 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -4511773.000000 Penalty: 3413.112549
	Iteration 6F: 3 clusters Score -4511773 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -4513798.500000 Penalty: 3413.112549
	Iteration 7F: 3 clusters Score -4513798 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -4515715.500000 Penalty: 3413.112549
	Iteration 8F: 3 clusters Score -4515716 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -4517235.000000 Penalty: 3413.112549
	Iteration 9Q: 3 clusters Score -4517235 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -4518313.000000 Penalty: 3413.112549
	Iteration 10Q: 3 clusters Score -4518313 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -4519064.500000 Penalty: 3413.112549
	Iteration 11Q: 3 clusters Score -4519064 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -4519567.000000 Penalty: 3413.112549
	Iteration 12Q: 3 clusters Score -4519567 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -4519870.500000 Penalty: 3413.112549
	Iteration 13Q: 3 clusters Score -4519870 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -4520048.500000 Penalty: 3413.112549
	Iteration 14Q: 3 clusters Score -4520048 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4520147.500000 Penalty: 3413.112549
	Iteration 15Q: 3 clusters Score -4520148 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4520211.500000 Penalty: 3413.112549
	Iteration 16Q: 3 clusters Score -4520212 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4520265.500000 Penalty: 3413.112549
	Iteration 17Q: 3 clusters Score -4520266 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4520294.500000 Penalty: 3413.112549
	Iteration 18Q: 3 clusters Score -4520294 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4520311.500000 Penalty: 3413.112549
	Iteration 19Q: 3 clusters Score -4520312 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4520337.500000 Penalty: 3413.112549
	Iteration 20F: 3 clusters Score -4520338 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4520346.000000 Penalty: 3413.112549
	Iteration 21Q: 3 clusters Score -4520346 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4520365.000000 Penalty: 3413.112549
	Iteration 22Q: 3 clusters Score -4520365 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4520372.000000 Penalty: 3413.112549
	Iteration 23Q: 3 clusters Score -4520372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4520369.500000 Penalty: 3413.112549
	Iteration 24Q: 3 clusters Score -4520370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4520373.500000 Penalty: 3413.112549
	Iteration 25Q: 3 clusters Score -4520374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4520377.500000 Penalty: 3413.112549
	Iteration 26Q: 3 clusters Score -4520378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4520372.500000 Penalty: 3413.112549
	Iteration 27Q: 3 clusters Score -4520372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4520376.000000 Penalty: 3413.112549
	Iteration 28Q: 3 clusters Score -4520376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -4520375.000000 Penalty: 3413.112549
	Iteration 29Q: 3 clusters Score -4520375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4520373.500000 Penalty: 3413.112549
	Iteration 30Q: 3 clusters Score -4520374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4520372.000000 Penalty: 3413.112549
	Iteration 31Q: 3 clusters Score -4520372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4520371.500000 Penalty: 3413.112549
	Iteration 32Q: 3 clusters Score -4520372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4520371.500000 Penalty: 3413.112549
	Iteration 33F: 3 clusters Score -4520372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56206 members 
Entering Unmasked Estep 
Score: -6816101.000000 Penalty: 1777.226562
	Iteration 0F: 2 clusters Score -6816101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -6778477.500000 Penalty: 3554.453125
	Iteration 0F: 3 clusters Score -6778478 nChanged 26593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 30354 members 
Entering Unmasked Estep 
Score: -6793707.500000 Penalty: 3554.453125
	Iteration 1F: 3 clusters Score -6793708 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -6794534.500000 Penalty: 3554.453125
	Iteration 2Q: 3 clusters Score -6794534 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -6795797.500000 Penalty: 3554.453125
	Iteration 3Q: 3 clusters Score -6795798 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -6797813.500000 Penalty: 3554.453125
	Iteration 4F: 3 clusters Score -6797814 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -6801024.500000 Penalty: 3554.453125
	Iteration 5F: 3 clusters Score -6801024 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -6805274.000000 Penalty: 3554.453125
	Iteration 6F: 3 clusters Score -6805274 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 48980 members 
Entering Unmasked Estep 
Score: -6809329.500000 Penalty: 3554.453125
	Iteration 7F: 3 clusters Score -6809330 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 51536 members 
Entering Unmasked Estep 
Score: -6812234.000000 Penalty: 3554.453125
	Iteration 8Q: 3 clusters Score -6812234 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 52673 members 
Entering Unmasked Estep 
Score: -6814150.000000 Penalty: 3554.453125
	Iteration 9Q: 3 clusters Score -6814150 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 52999 members 
Entering Unmasked Estep 
Score: -6814998.500000 Penalty: 3554.453125
	Iteration 10Q: 3 clusters Score -6814998 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -6815275.500000 Penalty: 3554.453125
	Iteration 11Q: 3 clusters Score -6815276 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 53225 members 
Entering Unmasked Estep 
Score: -6815378.500000 Penalty: 3554.453125
	Iteration 12Q: 3 clusters Score -6815378 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 53300 members 
Entering Unmasked Estep 
Score: -6815420.000000 Penalty: 3554.453125
	Iteration 13Q: 3 clusters Score -6815420 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 53349 members 
Entering Unmasked Estep 
Score: -6815448.000000 Penalty: 3554.453125
	Iteration 14Q: 3 clusters Score -6815448 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 53373 members 
Entering Unmasked Estep 
Score: -6815464.000000 Penalty: 3554.453125
	Iteration 15Q: 3 clusters Score -6815464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 53396 members 
Entering Unmasked Estep 
Score: -6815471.000000 Penalty: 3554.453125
	Iteration 16Q: 3 clusters Score -6815471 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 53420 members 
Entering Unmasked Estep 
Score: -6815485.500000 Penalty: 3554.453125
	Iteration 17Q: 3 clusters Score -6815486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 53447 members 
Entering Unmasked Estep 
Score: -6815498.500000 Penalty: 3554.453125
	Iteration 18Q: 3 clusters Score -6815498 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 53485 members 
Entering Unmasked Estep 
Score: -6815484.500000 Penalty: 3554.453125
	Iteration 19Q: 3 clusters Score -6815484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 53503 members 
Entering Unmasked Estep 
Score: -6815495.500000 Penalty: 3554.453125
	Iteration 20F: 3 clusters Score -6815496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 53524 members 
Entering Unmasked Estep 
Score: -6815500.500000 Penalty: 3554.453125
	Iteration 21Q: 3 clusters Score -6815500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 53538 members 
Entering Unmasked Estep 
Score: -6815508.000000 Penalty: 3554.453125
	Iteration 22Q: 3 clusters Score -6815508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 53547 members 
Entering Unmasked Estep 
Score: -6815506.000000 Penalty: 3554.453125
	Iteration 23Q: 3 clusters Score -6815506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 53552 members 
Entering Unmasked Estep 
Score: -6815498.000000 Penalty: 3554.453125
	Iteration 24Q: 3 clusters Score -6815498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 53554 members 
Entering Unmasked Estep 
Score: -6815494.000000 Penalty: 3554.453125
	Iteration 25Q: 3 clusters Score -6815494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 53557 members 
Entering Unmasked Estep 
Score: -6815494.500000 Penalty: 3554.453125
	Iteration 26Q: 3 clusters Score -6815494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -6815489.500000 Penalty: 3554.453125
	Iteration 27Q: 3 clusters Score -6815490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 53566 members 
Entering Unmasked Estep 
Score: -6815497.000000 Penalty: 3554.453125
	Iteration 28Q: 3 clusters Score -6815497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 53570 members 
Entering Unmasked Estep 
Score: -6815494.500000 Penalty: 3554.453125
	Iteration 29Q: 3 clusters Score -6815494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 53573 members 
Entering Unmasked Estep 
Score: -6815498.500000 Penalty: 3554.453125
	Iteration 30Q: 3 clusters Score -6815498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 53576 members 
Entering Unmasked Estep 
Score: -6815500.000000 Penalty: 3554.453125
	Iteration 31Q: 3 clusters Score -6815500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 53580 members 
Entering Unmasked Estep 
Score: -6815502.000000 Penalty: 3554.453125
	Iteration 32Q: 3 clusters Score -6815502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 53584 members 
Entering Unmasked Estep 
Score: -6815507.000000 Penalty: 3554.453125
	Iteration 33Q: 3 clusters Score -6815507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 53587 members 
Entering Unmasked Estep 
Score: -6815510.500000 Penalty: 3554.453125
	Iteration 34Q: 3 clusters Score -6815510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 53588 members 
Entering Unmasked Estep 
Score: -6815506.000000 Penalty: 3554.453125
	Iteration 35Q: 3 clusters Score -6815506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 53590 members 
Entering Unmasked Estep 
Score: -6815503.000000 Penalty: 3554.453125
	Iteration 36Q: 3 clusters Score -6815503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 53590 members 
Entering Unmasked Estep 
Score: -6815503.000000 Penalty: 3554.453125
	Iteration 37F: 3 clusters Score -6815503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Entering Unmasked Estep 
Score: -1160802.250000 Penalty: 1484.852539
	Iteration 0F: 2 clusters Score -1160802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1154151.125000 Penalty: 2969.705078
	Iteration 0F: 3 clusters Score -1154151 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1156272.375000 Penalty: 2969.705078
	Iteration 1F: 3 clusters Score -1156272 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1156595.000000 Penalty: 2969.705078
	Iteration 2F: 3 clusters Score -1156595 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1156829.500000 Penalty: 2969.705078
	Iteration 3F: 3 clusters Score -1156830 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1157026.625000 Penalty: 2969.705078
	Iteration 4Q: 3 clusters Score -1157027 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1157205.750000 Penalty: 2969.705078
	Iteration 5Q: 3 clusters Score -1157206 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1157349.125000 Penalty: 2969.705078
	Iteration 6Q: 3 clusters Score -1157349 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1157500.250000 Penalty: 2969.705078
	Iteration 7Q: 3 clusters Score -1157500 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1157687.250000 Penalty: 2969.705078
	Iteration 8Q: 3 clusters Score -1157687 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1157922.875000 Penalty: 2969.705078
	Iteration 9Q: 3 clusters Score -1157923 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1158233.125000 Penalty: 2969.705078
	Iteration 10Q: 3 clusters Score -1158233 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1158554.000000 Penalty: 2969.705078
	Iteration 11F: 3 clusters Score -1158554 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1158826.375000 Penalty: 2969.705078
	Iteration 12Q: 3 clusters Score -1158826 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1159105.875000 Penalty: 2969.705078
	Iteration 13Q: 3 clusters Score -1159106 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1159337.250000 Penalty: 2969.705078
	Iteration 14Q: 3 clusters Score -1159337 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1159497.875000 Penalty: 2969.705078
	Iteration 15Q: 3 clusters Score -1159498 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1159589.625000 Penalty: 2969.705078
	Iteration 16Q: 3 clusters Score -1159590 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1159645.375000 Penalty: 2969.705078
	Iteration 17Q: 3 clusters Score -1159645 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1159683.000000 Penalty: 2969.705078
	Iteration 18Q: 3 clusters Score -1159683 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1159720.750000 Penalty: 2969.705078
	Iteration 19Q: 3 clusters Score -1159721 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1159749.125000 Penalty: 2969.705078
	Iteration 20F: 3 clusters Score -1159749 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1159778.250000 Penalty: 2969.705078
	Iteration 21Q: 3 clusters Score -1159778 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1159798.250000 Penalty: 2969.705078
	Iteration 22Q: 3 clusters Score -1159798 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1159812.375000 Penalty: 2969.705078
	Iteration 23Q: 3 clusters Score -1159812 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1159826.625000 Penalty: 2969.705078
	Iteration 24Q: 3 clusters Score -1159827 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1159835.125000 Penalty: 2969.705078
	Iteration 25Q: 3 clusters Score -1159835 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1159852.000000 Penalty: 2969.705078
	Iteration 26Q: 3 clusters Score -1159852 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1159879.000000 Penalty: 2969.705078
	Iteration 27Q: 3 clusters Score -1159879 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1159895.875000 Penalty: 2969.705078
	Iteration 28Q: 3 clusters Score -1159896 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1159907.250000 Penalty: 2969.705078
	Iteration 29Q: 3 clusters Score -1159907 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1159913.250000 Penalty: 2969.705078
	Iteration 30Q: 3 clusters Score -1159913 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1159920.500000 Penalty: 2969.705078
	Iteration 31Q: 3 clusters Score -1159920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1159925.375000 Penalty: 2969.705078
	Iteration 32Q: 3 clusters Score -1159925 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1159927.750000 Penalty: 2969.705078
	Iteration 33Q: 3 clusters Score -1159928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1159933.000000 Penalty: 2969.705078
	Iteration 34Q: 3 clusters Score -1159933 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1159937.625000 Penalty: 2969.705078
	Iteration 35Q: 3 clusters Score -1159938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1159939.500000 Penalty: 2969.705078
	Iteration 36Q: 3 clusters Score -1159940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1159944.250000 Penalty: 2969.705078
	Iteration 37Q: 3 clusters Score -1159944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1159948.250000 Penalty: 2969.705078
	Iteration 38Q: 3 clusters Score -1159948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1159951.250000 Penalty: 2969.705078
	Iteration 39Q: 3 clusters Score -1159951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1159953.250000 Penalty: 2969.705078
	Iteration 40F: 3 clusters Score -1159953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1159952.250000 Penalty: 2969.705078
	Iteration 41Q: 3 clusters Score -1159952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1159953.625000 Penalty: 2969.705078
	Iteration 42Q: 3 clusters Score -1159954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1159955.125000 Penalty: 2969.705078
	Iteration 43Q: 3 clusters Score -1159955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1159958.750000 Penalty: 2969.705078
	Iteration 44Q: 3 clusters Score -1159959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1159956.375000 Penalty: 2969.705078
	Iteration 45Q: 3 clusters Score -1159956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1159958.500000 Penalty: 2969.705078
	Iteration 46Q: 3 clusters Score -1159958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1159959.250000 Penalty: 2969.705078
	Iteration 47Q: 3 clusters Score -1159959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1159960.625000 Penalty: 2969.705078
	Iteration 48Q: 3 clusters Score -1159961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1159962.625000 Penalty: 2969.705078
	Iteration 49Q: 3 clusters Score -1159963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1159960.500000 Penalty: 2969.705078
	Iteration 50Q: 3 clusters Score -1159960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1159962.250000 Penalty: 2969.705078
	Iteration 51Q: 3 clusters Score -1159962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1159961.500000 Penalty: 2969.705078
	Iteration 52Q: 3 clusters Score -1159962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1159964.000000 Penalty: 2969.705078
	Iteration 53Q: 3 clusters Score -1159964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1159965.125000 Penalty: 2969.705078
	Iteration 54Q: 3 clusters Score -1159965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1159970.875000 Penalty: 2969.705078
	Iteration 55Q: 3 clusters Score -1159971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1159970.750000 Penalty: 2969.705078
	Iteration 56Q: 3 clusters Score -1159971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1159974.375000 Penalty: 2969.705078
	Iteration 57Q: 3 clusters Score -1159974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1159975.750000 Penalty: 2969.705078
	Iteration 58Q: 3 clusters Score -1159976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1159977.375000 Penalty: 2969.705078
	Iteration 59Q: 3 clusters Score -1159977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1159979.500000 Penalty: 2969.705078
	Iteration 60F: 3 clusters Score -1159980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1159982.000000 Penalty: 2969.705078
	Iteration 61Q: 3 clusters Score -1159982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1159981.625000 Penalty: 2969.705078
	Iteration 62Q: 3 clusters Score -1159982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1159982.750000 Penalty: 2969.705078
	Iteration 63Q: 3 clusters Score -1159983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1159985.750000 Penalty: 2969.705078
	Iteration 64Q: 3 clusters Score -1159986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1159989.625000 Penalty: 2969.705078
	Iteration 65Q: 3 clusters Score -1159990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1159992.250000 Penalty: 2969.705078
	Iteration 66Q: 3 clusters Score -1159992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1159995.250000 Penalty: 2969.705078
	Iteration 67Q: 3 clusters Score -1159995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1160000.000000 Penalty: 2969.705078
	Iteration 68Q: 3 clusters Score -1160000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1160000.625000 Penalty: 2969.705078
	Iteration 69Q: 3 clusters Score -1160001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1160005.250000 Penalty: 2969.705078
	Iteration 70Q: 3 clusters Score -1160005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1160010.250000 Penalty: 2969.705078
	Iteration 71Q: 3 clusters Score -1160010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1160013.375000 Penalty: 2969.705078
	Iteration 72Q: 3 clusters Score -1160013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1160015.125000 Penalty: 2969.705078
	Iteration 73Q: 3 clusters Score -1160015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1160015.500000 Penalty: 2969.705078
	Iteration 74Q: 3 clusters Score -1160016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1160016.000000 Penalty: 2969.705078
	Iteration 75Q: 3 clusters Score -1160016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1160018.375000 Penalty: 2969.705078
	Iteration 76Q: 3 clusters Score -1160018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1160021.750000 Penalty: 2969.705078
	Iteration 77Q: 3 clusters Score -1160022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1160028.500000 Penalty: 2969.705078
	Iteration 78Q: 3 clusters Score -1160028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1160033.625000 Penalty: 2969.705078
	Iteration 79Q: 3 clusters Score -1160034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1160037.375000 Penalty: 2969.705078
	Iteration 80F: 3 clusters Score -1160037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1160040.500000 Penalty: 2969.705078
	Iteration 81Q: 3 clusters Score -1160040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1160044.375000 Penalty: 2969.705078
	Iteration 82Q: 3 clusters Score -1160044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1160047.250000 Penalty: 2969.705078
	Iteration 83Q: 3 clusters Score -1160047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1160049.000000 Penalty: 2969.705078
	Iteration 84Q: 3 clusters Score -1160049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1160052.750000 Penalty: 2969.705078
	Iteration 85Q: 3 clusters Score -1160053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1160056.750000 Penalty: 2969.705078
	Iteration 86Q: 3 clusters Score -1160057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1160057.750000 Penalty: 2969.705078
	Iteration 87Q: 3 clusters Score -1160058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1160057.250000 Penalty: 2969.705078
	Iteration 88Q: 3 clusters Score -1160057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1160059.750000 Penalty: 2969.705078
	Iteration 89Q: 3 clusters Score -1160060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1160060.625000 Penalty: 2969.705078
	Iteration 90Q: 3 clusters Score -1160061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1160059.625000 Penalty: 2969.705078
	Iteration 91Q: 3 clusters Score -1160060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1160060.750000 Penalty: 2969.705078
	Iteration 92Q: 3 clusters Score -1160061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1160058.875000 Penalty: 2969.705078
	Iteration 93Q: 3 clusters Score -1160059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1160060.000000 Penalty: 2969.705078
	Iteration 94Q: 3 clusters Score -1160060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1160063.500000 Penalty: 2969.705078
	Iteration 95Q: 3 clusters Score -1160064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1160063.750000 Penalty: 2969.705078
	Iteration 96Q: 3 clusters Score -1160064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1160065.625000 Penalty: 2969.705078
	Iteration 97Q: 3 clusters Score -1160066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1160065.625000 Penalty: 2969.705078
	Iteration 98F: 3 clusters Score -1160066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Entering Unmasked Estep 
Score: -1030222.312500 Penalty: 1475.055664
	Iteration 0F: 2 clusters Score -1030222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1023901.750000 Penalty: 2950.111328
	Iteration 0F: 3 clusters Score -1023902 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1026214.187500 Penalty: 2950.111328
	Iteration 1F: 3 clusters Score -1026214 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1026726.562500 Penalty: 2950.111328
	Iteration 2F: 3 clusters Score -1026727 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1027200.000000 Penalty: 2950.111328
	Iteration 3F: 3 clusters Score -1027200 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1027598.437500 Penalty: 2950.111328
	Iteration 4F: 3 clusters Score -1027598 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1027938.000000 Penalty: 2950.111328
	Iteration 5F: 3 clusters Score -1027938 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1028252.875000 Penalty: 2950.111328
	Iteration 6Q: 3 clusters Score -1028253 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1028619.562500 Penalty: 2950.111328
	Iteration 7Q: 3 clusters Score -1028620 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1028992.937500 Penalty: 2950.111328
	Iteration 8Q: 3 clusters Score -1028993 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1029305.687500 Penalty: 2950.111328
	Iteration 9Q: 3 clusters Score -1029306 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1029542.125000 Penalty: 2950.111328
	Iteration 10Q: 3 clusters Score -1029542 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1029748.875000 Penalty: 2950.111328
	Iteration 11Q: 3 clusters Score -1029749 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1030025.250000 Penalty: 2950.111328
	Iteration 12Q: 3 clusters Score -1030025 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1030307.000000 Penalty: 2950.111328
	Iteration 13Q: 3 clusters Score -1030307 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1030545.625000 Penalty: 2950.111328
	Iteration 14Q: 3 clusters Score -1030546 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1030736.687500 Penalty: 2950.111328
	Iteration 15Q: 3 clusters Score -1030737 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1030905.562500 Penalty: 2950.111328
	Iteration 16Q: 3 clusters Score -1030906 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1031031.812500 Penalty: 2950.111328
	Iteration 17Q: 3 clusters Score -1031032 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1031097.875000 Penalty: 2950.111328
	Iteration 18Q: 3 clusters Score -1031098 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1031140.062500 Penalty: 2950.111328
	Iteration 19Q: 3 clusters Score -1031140 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1031187.562500 Penalty: 2950.111328
	Iteration 20F: 3 clusters Score -1031188 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1031214.937500 Penalty: 2950.111328
	Iteration 21Q: 3 clusters Score -1031215 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1031230.812500 Penalty: 2950.111328
	Iteration 22Q: 3 clusters Score -1031231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1031236.125000 Penalty: 2950.111328
	Iteration 23Q: 3 clusters Score -1031236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1031239.750000 Penalty: 2950.111328
	Iteration 24Q: 3 clusters Score -1031240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1031243.437500 Penalty: 2950.111328
	Iteration 25Q: 3 clusters Score -1031243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1031244.187500 Penalty: 2950.111328
	Iteration 26Q: 3 clusters Score -1031244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1031246.875000 Penalty: 2950.111328
	Iteration 27Q: 3 clusters Score -1031247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1031246.812500 Penalty: 2950.111328
	Iteration 28Q: 3 clusters Score -1031247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1031251.312500 Penalty: 2950.111328
	Iteration 29Q: 3 clusters Score -1031251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1031255.625000 Penalty: 2950.111328
	Iteration 30Q: 3 clusters Score -1031256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1031258.812500 Penalty: 2950.111328
	Iteration 31Q: 3 clusters Score -1031259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1031260.250000 Penalty: 2950.111328
	Iteration 32Q: 3 clusters Score -1031260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1031259.250000 Penalty: 2950.111328
	Iteration 33Q: 3 clusters Score -1031259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1031260.562500 Penalty: 2950.111328
	Iteration 34Q: 3 clusters Score -1031261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1031263.750000 Penalty: 2950.111328
	Iteration 35Q: 3 clusters Score -1031264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1031269.562500 Penalty: 2950.111328
	Iteration 36Q: 3 clusters Score -1031270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1031270.125000 Penalty: 2950.111328
	Iteration 37Q: 3 clusters Score -1031270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1031273.437500 Penalty: 2950.111328
	Iteration 38Q: 3 clusters Score -1031273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1031278.125000 Penalty: 2950.111328
	Iteration 39Q: 3 clusters Score -1031278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1031280.312500 Penalty: 2950.111328
	Iteration 40F: 3 clusters Score -1031280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1031284.312500 Penalty: 2950.111328
	Iteration 41Q: 3 clusters Score -1031284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1031285.125000 Penalty: 2950.111328
	Iteration 42Q: 3 clusters Score -1031285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1031286.000000 Penalty: 2950.111328
	Iteration 43Q: 3 clusters Score -1031286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1031286.812500 Penalty: 2950.111328
	Iteration 44Q: 3 clusters Score -1031287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1031286.750000 Penalty: 2950.111328
	Iteration 45Q: 3 clusters Score -1031287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1031287.750000 Penalty: 2950.111328
	Iteration 46Q: 3 clusters Score -1031288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1031290.625000 Penalty: 2950.111328
	Iteration 47Q: 3 clusters Score -1031291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1031290.625000 Penalty: 2950.111328
	Iteration 48Q: 3 clusters Score -1031291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1031291.000000 Penalty: 2950.111328
	Iteration 49Q: 3 clusters Score -1031291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1031292.437500 Penalty: 2950.111328
	Iteration 50Q: 3 clusters Score -1031292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1031292.812500 Penalty: 2950.111328
	Iteration 51Q: 3 clusters Score -1031293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1031293.062500 Penalty: 2950.111328
	Iteration 52Q: 3 clusters Score -1031293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1031293.062500 Penalty: 2950.111328
	Iteration 53F: 3 clusters Score -1031293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21214 members 
Mstep: Class 4 contains 28003 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 6794 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 4610 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 13761 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36384 members 
Mstep: Class 14 contains 56206 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 17 contains 107508 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9735 members 
Mstep: Class 20 contains 53999 members 
Mstep: Class 21 contains 6702 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 66829 members 
Mstep: Class 24 contains 97220 members 
Mstep: Class 25 contains 68977 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102407 members 
Mstep: Class 29 contains 4746 members 
Mstep: Class 30 contains 75589 members 
Mstep: Class 31 contains 93823 members 
Mstep: Class 32 contains 3133 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1089 members 
Mstep: Class 35 contains 9530 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2248 members 
Mstep: Class 39 contains 475 members 
Mstep: Class 40 contains 7071 members 
Entering Unmasked Estep 
Score: -111775000.000000 Penalty: 89247.812500
Splitting cluster 16 changes total score from -111774544.000000 to -111775000.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 17 (107508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107508 members 
Entering Unmasked Estep 
Score: -13508453.000000 Penalty: 1882.614624
	Iteration 0F: 2 clusters Score -1.350845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53823 members 
Mstep: Class 2 contains 53685 members 
Entering Unmasked Estep 
Score: -13439896.000000 Penalty: 3765.229248
	Iteration 0F: 3 clusters Score -1.34399e+07 nChanged 51291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53704 members 
Mstep: Class 2 contains 53804 members 
Entering Unmasked Estep 
Score: -13470154.000000 Penalty: 3765.229248
	Iteration 1F: 3 clusters Score -1.347015e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53836 members 
Mstep: Class 2 contains 53672 members 
Entering Unmasked Estep 
Score: -13471511.000000 Penalty: 3765.229248
	Iteration 2Q: 3 clusters Score -1.347151e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53993 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
Score: -13473584.000000 Penalty: 3765.229248
	Iteration 3Q: 3 clusters Score -1.347358e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54051 members 
Mstep: Class 2 contains 53457 members 
Entering Unmasked Estep 
Score: -13476734.000000 Penalty: 3765.229248
	Iteration 4F: 3 clusters Score -1.347673e+07 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53988 members 
Mstep: Class 2 contains 53520 members 
Entering Unmasked Estep 
Score: -13481806.000000 Penalty: 3765.229248
	Iteration 5F: 3 clusters Score -1.348181e+07 nChanged 8222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53922 members 
Mstep: Class 2 contains 53586 members 
Entering Unmasked Estep 
Score: -13488587.000000 Penalty: 3765.229248
	Iteration 6F: 3 clusters Score -1.348859e+07 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54210 members 
Mstep: Class 2 contains 53298 members 
Entering Unmasked Estep 
Score: -13494261.000000 Penalty: 3765.229248
	Iteration 7F: 3 clusters Score -1.349426e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55095 members 
Mstep: Class 2 contains 52413 members 
Entering Unmasked Estep 
Score: -13496648.000000 Penalty: 3765.229248
	Iteration 8F: 3 clusters Score -1.349665e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56474 members 
Mstep: Class 2 contains 51034 members 
Entering Unmasked Estep 
Score: -13497387.000000 Penalty: 3765.229248
	Iteration 9Q: 3 clusters Score -1.349739e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58000 members 
Mstep: Class 2 contains 49508 members 
Entering Unmasked Estep 
Score: -13497691.000000 Penalty: 3765.229248
	Iteration 10Q: 3 clusters Score -1.349769e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59489 members 
Mstep: Class 2 contains 48019 members 
Entering Unmasked Estep 
Score: -13497753.000000 Penalty: 3765.229248
	Iteration 11Q: 3 clusters Score -1.349775e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60993 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -13497906.000000 Penalty: 3765.229248
	Iteration 12Q: 3 clusters Score -1.349791e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62508 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -13498037.000000 Penalty: 3765.229248
	Iteration 13Q: 3 clusters Score -1.349804e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63811 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -13498131.000000 Penalty: 3765.229248
	Iteration 14Q: 3 clusters Score -1.349813e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65301 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -13498304.000000 Penalty: 3765.229248
	Iteration 15Q: 3 clusters Score -1.34983e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66972 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -13498357.000000 Penalty: 3765.229248
	Iteration 16Q: 3 clusters Score -1.349836e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68842 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -13498538.000000 Penalty: 3765.229248
	Iteration 17Q: 3 clusters Score -1.349854e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70904 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -13498689.000000 Penalty: 3765.229248
	Iteration 18Q: 3 clusters Score -1.349869e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73186 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -13498772.000000 Penalty: 3765.229248
	Iteration 19Q: 3 clusters Score -1.349877e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75649 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -13498948.000000 Penalty: 3765.229248
	Iteration 20F: 3 clusters Score -1.349895e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78324 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -13499206.000000 Penalty: 3765.229248
	Iteration 21Q: 3 clusters Score -1.349921e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81012 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -13499593.000000 Penalty: 3765.229248
	Iteration 22Q: 3 clusters Score -1.349959e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83838 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -13499902.000000 Penalty: 3765.229248
	Iteration 23Q: 3 clusters Score -1.34999e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86846 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -13500496.000000 Penalty: 3765.229248
	Iteration 24Q: 3 clusters Score -1.35005e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89934 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -13501321.000000 Penalty: 3765.229248
	Iteration 25Q: 3 clusters Score -1.350132e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92912 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -13503487.000000 Penalty: 3765.229248
	Iteration 26Q: 3 clusters Score -1.350349e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95077 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -13504540.000000 Penalty: 3765.229248
	Iteration 27Q: 3 clusters Score -1.350454e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96802 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -13505397.000000 Penalty: 3765.229248
	Iteration 28Q: 3 clusters Score -1.35054e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98216 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -13506049.000000 Penalty: 3765.229248
	Iteration 29Q: 3 clusters Score -1.350605e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99349 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -13506472.000000 Penalty: 3765.229248
	Iteration 30Q: 3 clusters Score -1.350647e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100310 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -13506777.000000 Penalty: 3765.229248
	Iteration 31Q: 3 clusters Score -1.350678e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101056 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -13506949.000000 Penalty: 3765.229248
	Iteration 32Q: 3 clusters Score -1.350695e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101662 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -13507105.000000 Penalty: 3765.229248
	Iteration 33Q: 3 clusters Score -1.35071e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102149 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -13507169.000000 Penalty: 3765.229248
	Iteration 34Q: 3 clusters Score -1.350717e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102570 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -13507191.000000 Penalty: 3765.229248
	Iteration 35Q: 3 clusters Score -1.350719e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102932 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -13507163.000000 Penalty: 3765.229248
	Iteration 36Q: 3 clusters Score -1.350716e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103245 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -13507163.000000 Penalty: 3765.229248
	Iteration 37Q: 3 clusters Score -1.350716e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103520 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -13507136.000000 Penalty: 3765.229248
	Iteration 38Q: 3 clusters Score -1.350714e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103730 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -13507118.000000 Penalty: 3765.229248
	Iteration 39Q: 3 clusters Score -1.350712e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103941 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -13507130.000000 Penalty: 3765.229248
	Iteration 40F: 3 clusters Score -1.350713e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104120 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -13507149.000000 Penalty: 3765.229248
	Iteration 41Q: 3 clusters Score -1.350715e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104284 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -13507176.000000 Penalty: 3765.229248
	Iteration 42Q: 3 clusters Score -1.350718e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104435 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -13507203.000000 Penalty: 3765.229248
	Iteration 43Q: 3 clusters Score -1.35072e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104544 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -13507206.000000 Penalty: 3765.229248
	Iteration 44Q: 3 clusters Score -1.350721e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104631 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -13507206.000000 Penalty: 3765.229248
	Iteration 45Q: 3 clusters Score -1.350721e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104722 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -13507228.000000 Penalty: 3765.229248
	Iteration 46Q: 3 clusters Score -1.350723e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104806 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -13507200.000000 Penalty: 3765.229248
	Iteration 47Q: 3 clusters Score -1.35072e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104883 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -13507173.000000 Penalty: 3765.229248
	Iteration 48Q: 3 clusters Score -1.350717e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104948 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -13507202.000000 Penalty: 3765.229248
	Iteration 49Q: 3 clusters Score -1.35072e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105009 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -13507205.000000 Penalty: 3765.229248
	Iteration 50Q: 3 clusters Score -1.35072e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105064 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -13507208.000000 Penalty: 3765.229248
	Iteration 51Q: 3 clusters Score -1.350721e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105124 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -13507217.000000 Penalty: 3765.229248
	Iteration 52Q: 3 clusters Score -1.350722e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105174 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -13507225.000000 Penalty: 3765.229248
	Iteration 53Q: 3 clusters Score -1.350722e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105208 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -13507215.000000 Penalty: 3765.229248
	Iteration 54Q: 3 clusters Score -1.350722e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105254 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -13507211.000000 Penalty: 3765.229248
	Iteration 55Q: 3 clusters Score -1.350721e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105288 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -13507200.000000 Penalty: 3765.229248
	Iteration 56Q: 3 clusters Score -1.35072e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105317 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -13507193.000000 Penalty: 3765.229248
	Iteration 57Q: 3 clusters Score -1.350719e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105354 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -13507200.000000 Penalty: 3765.229248
	Iteration 58Q: 3 clusters Score -1.35072e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105377 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -13507208.000000 Penalty: 3765.229248
	Iteration 59Q: 3 clusters Score -1.350721e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105394 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -13507210.000000 Penalty: 3765.229248
	Iteration 60F: 3 clusters Score -1.350721e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105416 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -13507214.000000 Penalty: 3765.229248
	Iteration 61Q: 3 clusters Score -1.350721e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105442 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -13507208.000000 Penalty: 3765.229248
	Iteration 62Q: 3 clusters Score -1.350721e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105461 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -13507217.000000 Penalty: 3765.229248
	Iteration 63Q: 3 clusters Score -1.350722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105475 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -13507225.000000 Penalty: 3765.229248
	Iteration 64Q: 3 clusters Score -1.350722e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105490 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -13507223.000000 Penalty: 3765.229248
	Iteration 65Q: 3 clusters Score -1.350722e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105503 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -13507217.000000 Penalty: 3765.229248
	Iteration 66Q: 3 clusters Score -1.350722e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105519 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -13507211.000000 Penalty: 3765.229248
	Iteration 67Q: 3 clusters Score -1.350721e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105534 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -13507224.000000 Penalty: 3765.229248
	Iteration 68Q: 3 clusters Score -1.350722e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105559 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -13507220.000000 Penalty: 3765.229248
	Iteration 69Q: 3 clusters Score -1.350722e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105581 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -13507218.000000 Penalty: 3765.229248
	Iteration 70Q: 3 clusters Score -1.350722e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105601 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -13507213.000000 Penalty: 3765.229248
	Iteration 71Q: 3 clusters Score -1.350721e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105615 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -13507220.000000 Penalty: 3765.229248
	Iteration 72Q: 3 clusters Score -1.350722e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105623 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -13507241.000000 Penalty: 3765.229248
	Iteration 73Q: 3 clusters Score -1.350724e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105634 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -13507236.000000 Penalty: 3765.229248
	Iteration 74Q: 3 clusters Score -1.350724e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105645 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -13507250.000000 Penalty: 3765.229248
	Iteration 75Q: 3 clusters Score -1.350725e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105657 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -13507249.000000 Penalty: 3765.229248
	Iteration 76Q: 3 clusters Score -1.350725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105664 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -13507250.000000 Penalty: 3765.229248
	Iteration 77Q: 3 clusters Score -1.350725e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105675 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -13507259.000000 Penalty: 3765.229248
	Iteration 78Q: 3 clusters Score -1.350726e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105685 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -13507262.000000 Penalty: 3765.229248
	Iteration 79Q: 3 clusters Score -1.350726e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105695 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -13507249.000000 Penalty: 3765.229248
	Iteration 80F: 3 clusters Score -1.350725e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105704 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -13507247.000000 Penalty: 3765.229248
	Iteration 81Q: 3 clusters Score -1.350725e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105713 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -13507254.000000 Penalty: 3765.229248
	Iteration 82Q: 3 clusters Score -1.350725e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105723 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -13507238.000000 Penalty: 3765.229248
	Iteration 83Q: 3 clusters Score -1.350724e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105735 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -13507235.000000 Penalty: 3765.229248
	Iteration 84Q: 3 clusters Score -1.350724e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105754 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -13507239.000000 Penalty: 3765.229248
	Iteration 85Q: 3 clusters Score -1.350724e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105766 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -13507236.000000 Penalty: 3765.229248
	Iteration 86Q: 3 clusters Score -1.350724e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105775 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -13507244.000000 Penalty: 3765.229248
	Iteration 87Q: 3 clusters Score -1.350724e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105779 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -13507246.000000 Penalty: 3765.229248
	Iteration 88Q: 3 clusters Score -1.350725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105783 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -13507245.000000 Penalty: 3765.229248
	Iteration 89Q: 3 clusters Score -1.350724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105790 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -13507258.000000 Penalty: 3765.229248
	Iteration 90Q: 3 clusters Score -1.350726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105793 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -13507259.000000 Penalty: 3765.229248
	Iteration 91Q: 3 clusters Score -1.350726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105795 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -13507258.000000 Penalty: 3765.229248
	Iteration 92Q: 3 clusters Score -1.350726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105797 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -13507259.000000 Penalty: 3765.229248
	Iteration 93Q: 3 clusters Score -1.350726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105798 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -13507260.000000 Penalty: 3765.229248
	Iteration 94Q: 3 clusters Score -1.350726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105799 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -13507261.000000 Penalty: 3765.229248
	Iteration 95Q: 3 clusters Score -1.350726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105800 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -13507255.000000 Penalty: 3765.229248
	Iteration 96Q: 3 clusters Score -1.350726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105801 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -13507257.000000 Penalty: 3765.229248
	Iteration 97Q: 3 clusters Score -1.350726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105802 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -13507260.000000 Penalty: 3765.229248
	Iteration 98Q: 3 clusters Score -1.350726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105802 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -13507260.000000 Penalty: 3765.229248
	Iteration 99F: 3 clusters Score -1.350726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Entering Unmasked Estep 
Score: -418468.218750 Penalty: 1326.871582
	Iteration 0F: 2 clusters Score -418468.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -415420.562500 Penalty: 2653.743164
	Iteration 0F: 3 clusters Score -415420.6 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -416297.781250 Penalty: 2653.743164
	Iteration 1F: 3 clusters Score -416297.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -416505.031250 Penalty: 2653.743164
	Iteration 2F: 3 clusters Score -416505 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -416638.375000 Penalty: 2653.743164
	Iteration 3F: 3 clusters Score -416638.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -416718.218750 Penalty: 2653.743164
	Iteration 4Q: 3 clusters Score -416718.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -416774.593750 Penalty: 2653.743164
	Iteration 5Q: 3 clusters Score -416774.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -416820.531250 Penalty: 2653.743164
	Iteration 6Q: 3 clusters Score -416820.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -416860.468750 Penalty: 2653.743164
	Iteration 7Q: 3 clusters Score -416860.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -416897.812500 Penalty: 2653.743164
	Iteration 8Q: 3 clusters Score -416897.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -416929.093750 Penalty: 2653.743164
	Iteration 9Q: 3 clusters Score -416929.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -416959.562500 Penalty: 2653.743164
	Iteration 10Q: 3 clusters Score -416959.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -416979.781250 Penalty: 2653.743164
	Iteration 11Q: 3 clusters Score -416979.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -416994.718750 Penalty: 2653.743164
	Iteration 12Q: 3 clusters Score -416994.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -417001.937500 Penalty: 2653.743164
	Iteration 13Q: 3 clusters Score -417001.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -417012.593750 Penalty: 2653.743164
	Iteration 14Q: 3 clusters Score -417012.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -417025.718750 Penalty: 2653.743164
	Iteration 15Q: 3 clusters Score -417025.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -417038.843750 Penalty: 2653.743164
	Iteration 16Q: 3 clusters Score -417038.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -417051.937500 Penalty: 2653.743164
	Iteration 17Q: 3 clusters Score -417051.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -417059.093750 Penalty: 2653.743164
	Iteration 18Q: 3 clusters Score -417059.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -417065.656250 Penalty: 2653.743164
	Iteration 19Q: 3 clusters Score -417065.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -417072.687500 Penalty: 2653.743164
	Iteration 20F: 3 clusters Score -417072.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -417078.593750 Penalty: 2653.743164
	Iteration 21Q: 3 clusters Score -417078.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -417081.593750 Penalty: 2653.743164
	Iteration 22Q: 3 clusters Score -417081.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -417083.781250 Penalty: 2653.743164
	Iteration 23Q: 3 clusters Score -417083.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -417086.625000 Penalty: 2653.743164
	Iteration 24Q: 3 clusters Score -417086.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -417089.687500 Penalty: 2653.743164
	Iteration 25Q: 3 clusters Score -417089.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -417092.031250 Penalty: 2653.743164
	Iteration 26Q: 3 clusters Score -417092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -417093.750000 Penalty: 2653.743164
	Iteration 27Q: 3 clusters Score -417093.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -417098.031250 Penalty: 2653.743164
	Iteration 28Q: 3 clusters Score -417098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -417099.625000 Penalty: 2653.743164
	Iteration 29Q: 3 clusters Score -417099.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -417101.531250 Penalty: 2653.743164
	Iteration 30Q: 3 clusters Score -417101.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -417102.000000 Penalty: 2653.743164
	Iteration 31Q: 3 clusters Score -417102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -417103.125000 Penalty: 2653.743164
	Iteration 32Q: 3 clusters Score -417103.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -417104.312500 Penalty: 2653.743164
	Iteration 33Q: 3 clusters Score -417104.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -417104.906250 Penalty: 2653.743164
	Iteration 34Q: 3 clusters Score -417104.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -417106.218750 Penalty: 2653.743164
	Iteration 35Q: 3 clusters Score -417106.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -417107.062500 Penalty: 2653.743164
	Iteration 36Q: 3 clusters Score -417107.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -417106.781250 Penalty: 2653.743164
	Iteration 37Q: 3 clusters Score -417106.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -417109.156250 Penalty: 2653.743164
	Iteration 38Q: 3 clusters Score -417109.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -417110.062500 Penalty: 2653.743164
	Iteration 39Q: 3 clusters Score -417110.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -417113.093750 Penalty: 2653.743164
	Iteration 40F: 3 clusters Score -417113.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -417118.562500 Penalty: 2653.743164
	Iteration 41Q: 3 clusters Score -417118.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -417123.468750 Penalty: 2653.743164
	Iteration 42Q: 3 clusters Score -417123.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -417127.718750 Penalty: 2653.743164
	Iteration 43Q: 3 clusters Score -417127.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -417132.062500 Penalty: 2653.743164
	Iteration 44Q: 3 clusters Score -417132.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -417137.500000 Penalty: 2653.743164
	Iteration 45Q: 3 clusters Score -417137.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -417144.562500 Penalty: 2653.743164
	Iteration 46Q: 3 clusters Score -417144.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -417152.468750 Penalty: 2653.743164
	Iteration 47Q: 3 clusters Score -417152.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -417166.562500 Penalty: 2653.743164
	Iteration 48Q: 3 clusters Score -417166.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -417178.250000 Penalty: 2653.743164
	Iteration 49Q: 3 clusters Score -417178.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -417184.562500 Penalty: 2653.743164
	Iteration 50Q: 3 clusters Score -417184.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -417191.312500 Penalty: 2653.743164
	Iteration 51Q: 3 clusters Score -417191.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -417198.656250 Penalty: 2653.743164
	Iteration 52Q: 3 clusters Score -417198.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -417204.781250 Penalty: 2653.743164
	Iteration 53Q: 3 clusters Score -417204.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -417209.156250 Penalty: 2653.743164
	Iteration 54Q: 3 clusters Score -417209.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -417214.875000 Penalty: 2653.743164
	Iteration 55Q: 3 clusters Score -417214.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -417218.218750 Penalty: 2653.743164
	Iteration 56Q: 3 clusters Score -417218.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -417221.718750 Penalty: 2653.743164
	Iteration 57Q: 3 clusters Score -417221.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -417224.281250 Penalty: 2653.743164
	Iteration 58Q: 3 clusters Score -417224.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -417225.625000 Penalty: 2653.743164
	Iteration 59Q: 3 clusters Score -417225.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -417225.937500 Penalty: 2653.743164
	Iteration 60F: 3 clusters Score -417225.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -417227.375000 Penalty: 2653.743164
	Iteration 61Q: 3 clusters Score -417227.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -417227.718750 Penalty: 2653.743164
	Iteration 62Q: 3 clusters Score -417227.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -417229.281250 Penalty: 2653.743164
	Iteration 63Q: 3 clusters Score -417229.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -417229.281250 Penalty: 2653.743164
	Iteration 64Q: 3 clusters Score -417229.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -417229.937500 Penalty: 2653.743164
	Iteration 65Q: 3 clusters Score -417229.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -417230.218750 Penalty: 2653.743164
	Iteration 66Q: 3 clusters Score -417230.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -417231.531250 Penalty: 2653.743164
	Iteration 67Q: 3 clusters Score -417231.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -417231.562500 Penalty: 2653.743164
	Iteration 68Q: 3 clusters Score -417231.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -417232.500000 Penalty: 2653.743164
	Iteration 69Q: 3 clusters Score -417232.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -417232.500000 Penalty: 2653.743164
	Iteration 70F: 3 clusters Score -417232.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Entering Unmasked Estep 
Score: -1226551.500000 Penalty: 1492.316040
	Iteration 0F: 2 clusters Score -1226552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1219511.375000 Penalty: 2984.632080
	Iteration 0F: 3 clusters Score -1219511 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1221787.000000 Penalty: 2984.632080
	Iteration 1F: 3 clusters Score -1221787 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1222135.000000 Penalty: 2984.632080
	Iteration 2F: 3 clusters Score -1222135 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1222484.500000 Penalty: 2984.632080
	Iteration 3F: 3 clusters Score -1222484 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1222851.000000 Penalty: 2984.632080
	Iteration 4F: 3 clusters Score -1222851 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1223316.875000 Penalty: 2984.632080
	Iteration 5F: 3 clusters Score -1223317 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1223822.625000 Penalty: 2984.632080
	Iteration 6F: 3 clusters Score -1223823 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1224275.125000 Penalty: 2984.632080
	Iteration 7F: 3 clusters Score -1224275 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1224689.250000 Penalty: 2984.632080
	Iteration 8Q: 3 clusters Score -1224689 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1225027.250000 Penalty: 2984.632080
	Iteration 9Q: 3 clusters Score -1225027 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1225246.000000 Penalty: 2984.632080
	Iteration 10Q: 3 clusters Score -1225246 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1225373.000000 Penalty: 2984.632080
	Iteration 11Q: 3 clusters Score -1225373 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1225435.750000 Penalty: 2984.632080
	Iteration 12Q: 3 clusters Score -1225436 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1225491.875000 Penalty: 2984.632080
	Iteration 13Q: 3 clusters Score -1225492 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1225525.750000 Penalty: 2984.632080
	Iteration 14Q: 3 clusters Score -1225526 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1225549.625000 Penalty: 2984.632080
	Iteration 15Q: 3 clusters Score -1225550 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1225563.000000 Penalty: 2984.632080
	Iteration 16Q: 3 clusters Score -1225563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1225576.375000 Penalty: 2984.632080
	Iteration 17Q: 3 clusters Score -1225576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1225583.250000 Penalty: 2984.632080
	Iteration 18Q: 3 clusters Score -1225583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1225589.875000 Penalty: 2984.632080
	Iteration 19Q: 3 clusters Score -1225590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1225598.000000 Penalty: 2984.632080
	Iteration 20F: 3 clusters Score -1225598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1225601.875000 Penalty: 2984.632080
	Iteration 21Q: 3 clusters Score -1225602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1225610.000000 Penalty: 2984.632080
	Iteration 22Q: 3 clusters Score -1225610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1225616.250000 Penalty: 2984.632080
	Iteration 23Q: 3 clusters Score -1225616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1225617.125000 Penalty: 2984.632080
	Iteration 24Q: 3 clusters Score -1225617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1225618.750000 Penalty: 2984.632080
	Iteration 25Q: 3 clusters Score -1225619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1225624.500000 Penalty: 2984.632080
	Iteration 26Q: 3 clusters Score -1225624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1225627.125000 Penalty: 2984.632080
	Iteration 27Q: 3 clusters Score -1225627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1225625.625000 Penalty: 2984.632080
	Iteration 28Q: 3 clusters Score -1225626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1225627.750000 Penalty: 2984.632080
	Iteration 29Q: 3 clusters Score -1225628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1225630.375000 Penalty: 2984.632080
	Iteration 30Q: 3 clusters Score -1225630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1225634.125000 Penalty: 2984.632080
	Iteration 31Q: 3 clusters Score -1225634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1225632.250000 Penalty: 2984.632080
	Iteration 32Q: 3 clusters Score -1225632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1225636.250000 Penalty: 2984.632080
	Iteration 33Q: 3 clusters Score -1225636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1225637.125000 Penalty: 2984.632080
	Iteration 34Q: 3 clusters Score -1225637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1225638.000000 Penalty: 2984.632080
	Iteration 35Q: 3 clusters Score -1225638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1225640.250000 Penalty: 2984.632080
	Iteration 36Q: 3 clusters Score -1225640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1225639.250000 Penalty: 2984.632080
	Iteration 37Q: 3 clusters Score -1225639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1225639.250000 Penalty: 2984.632080
	Iteration 38F: 3 clusters Score -1225639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (53999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53999 members 
Entering Unmasked Estep 
Score: -6866730.000000 Penalty: 1770.717163
	Iteration 0F: 2 clusters Score -6866730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -6830885.000000 Penalty: 3541.434326
	Iteration 0F: 3 clusters Score -6830885 nChanged 25577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -6845325.000000 Penalty: 3541.434326
	Iteration 1F: 3 clusters Score -6845325 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -6845700.000000 Penalty: 3541.434326
	Iteration 2Q: 3 clusters Score -6845700 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -6846142.000000 Penalty: 3541.434326
	Iteration 3Q: 3 clusters Score -6846142 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -6846754.500000 Penalty: 3541.434326
	Iteration 4Q: 3 clusters Score -6846754 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -6847563.500000 Penalty: 3541.434326
	Iteration 5Q: 3 clusters Score -6847564 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -6849150.500000 Penalty: 3541.434326
	Iteration 6F: 3 clusters Score -6849150 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -6851980.000000 Penalty: 3541.434326
	Iteration 7F: 3 clusters Score -6851980 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -6855907.500000 Penalty: 3541.434326
	Iteration 8F: 3 clusters Score -6855908 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 48304 members 
Entering Unmasked Estep 
Score: -6859966.000000 Penalty: 3541.434326
	Iteration 9F: 3 clusters Score -6859966 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 51258 members 
Entering Unmasked Estep 
Score: -6862715.000000 Penalty: 3541.434326
	Iteration 10F: 3 clusters Score -6862715 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 52853 members 
Entering Unmasked Estep 
Score: -6864171.000000 Penalty: 3541.434326
	Iteration 11Q: 3 clusters Score -6864171 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 53497 members 
Entering Unmasked Estep 
Score: -6864763.000000 Penalty: 3541.434326
	Iteration 12Q: 3 clusters Score -6864763 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 53701 members 
Entering Unmasked Estep 
Score: -6864960.000000 Penalty: 3541.434326
	Iteration 13Q: 3 clusters Score -6864960 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 53766 members 
Entering Unmasked Estep 
Score: -6865049.500000 Penalty: 3541.434326
	Iteration 14Q: 3 clusters Score -6865050 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 53800 members 
Entering Unmasked Estep 
Score: -6865089.000000 Penalty: 3541.434326
	Iteration 15Q: 3 clusters Score -6865089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -6865109.000000 Penalty: 3541.434326
	Iteration 16Q: 3 clusters Score -6865109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 53821 members 
Entering Unmasked Estep 
Score: -6865129.500000 Penalty: 3541.434326
	Iteration 17Q: 3 clusters Score -6865130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 53823 members 
Entering Unmasked Estep 
Score: -6865164.000000 Penalty: 3541.434326
	Iteration 18Q: 3 clusters Score -6865164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 53824 members 
Entering Unmasked Estep 
Score: -6865177.500000 Penalty: 3541.434326
	Iteration 19Q: 3 clusters Score -6865178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 53824 members 
Entering Unmasked Estep 
Score: -6865196.000000 Penalty: 3541.434326
	Iteration 20F: 3 clusters Score -6865196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 53826 members 
Entering Unmasked Estep 
Score: -6865210.500000 Penalty: 3541.434326
	Iteration 21Q: 3 clusters Score -6865210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 53828 members 
Entering Unmasked Estep 
Score: -6865216.500000 Penalty: 3541.434326
	Iteration 22Q: 3 clusters Score -6865216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 53831 members 
Entering Unmasked Estep 
Score: -6865222.000000 Penalty: 3541.434326
	Iteration 23Q: 3 clusters Score -6865222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 53833 members 
Entering Unmasked Estep 
Score: -6865223.500000 Penalty: 3541.434326
	Iteration 24Q: 3 clusters Score -6865224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 53835 members 
Entering Unmasked Estep 
Score: -6865234.000000 Penalty: 3541.434326
	Iteration 25Q: 3 clusters Score -6865234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 53836 members 
Entering Unmasked Estep 
Score: -6865234.000000 Penalty: 3541.434326
	Iteration 26Q: 3 clusters Score -6865234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 53838 members 
Entering Unmasked Estep 
Score: -6865238.500000 Penalty: 3541.434326
	Iteration 27Q: 3 clusters Score -6865238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -6865239.500000 Penalty: 3541.434326
	Iteration 28Q: 3 clusters Score -6865240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -6865239.500000 Penalty: 3541.434326
	Iteration 29F: 3 clusters Score -6865240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Entering Unmasked Estep 
Score: -835931.437500 Penalty: 1431.651245
	Iteration 0F: 2 clusters Score -835931.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -830860.500000 Penalty: 2863.302490
	Iteration 0F: 3 clusters Score -830860.5 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -832527.937500 Penalty: 2863.302490
	Iteration 1F: 3 clusters Score -832527.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -832943.375000 Penalty: 2863.302490
	Iteration 2F: 3 clusters Score -832943.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -833458.687500 Penalty: 2863.302490
	Iteration 3F: 3 clusters Score -833458.7 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -833999.312500 Penalty: 2863.302490
	Iteration 4F: 3 clusters Score -833999.3 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -834488.187500 Penalty: 2863.302490
	Iteration 5F: 3 clusters Score -834488.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -834838.750000 Penalty: 2863.302490
	Iteration 6F: 3 clusters Score -834838.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -835114.187500 Penalty: 2863.302490
	Iteration 7F: 3 clusters Score -835114.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -835323.812500 Penalty: 2863.302490
	Iteration 8Q: 3 clusters Score -835323.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -835450.187500 Penalty: 2863.302490
	Iteration 9Q: 3 clusters Score -835450.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -835530.750000 Penalty: 2863.302490
	Iteration 10Q: 3 clusters Score -835530.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -835574.750000 Penalty: 2863.302490
	Iteration 11Q: 3 clusters Score -835574.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -835592.250000 Penalty: 2863.302490
	Iteration 12Q: 3 clusters Score -835592.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -835604.875000 Penalty: 2863.302490
	Iteration 13Q: 3 clusters Score -835604.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -835611.875000 Penalty: 2863.302490
	Iteration 14Q: 3 clusters Score -835611.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -835616.625000 Penalty: 2863.302490
	Iteration 15Q: 3 clusters Score -835616.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -835617.750000 Penalty: 2863.302490
	Iteration 16Q: 3 clusters Score -835617.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -835619.562500 Penalty: 2863.302490
	Iteration 17Q: 3 clusters Score -835619.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -835619.250000 Penalty: 2863.302490
	Iteration 18Q: 3 clusters Score -835619.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -835619.250000 Penalty: 2863.302490
	Iteration 19F: 3 clusters Score -835619.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -64939.667969 Penalty: 1046.653809
	Iteration 0F: 2 clusters Score -64939.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -63818.582031 Penalty: 2093.307617
	Iteration 0F: 3 clusters Score -63818.58 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -64138.730469 Penalty: 2093.307617
	Iteration 1F: 3 clusters Score -64138.73 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -64259.968750 Penalty: 2093.307617
	Iteration 2F: 3 clusters Score -64259.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -64314.378906 Penalty: 2093.307617
	Iteration 3Q: 3 clusters Score -64314.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -64345.183594 Penalty: 2093.307617
	Iteration 4Q: 3 clusters Score -64345.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -64377.457031 Penalty: 2093.307617
	Iteration 5Q: 3 clusters Score -64377.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -64396.085938 Penalty: 2093.307617
	Iteration 6Q: 3 clusters Score -64396.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -64403.847656 Penalty: 2093.307617
	Iteration 7Q: 3 clusters Score -64403.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -64411.277344 Penalty: 2093.307617
	Iteration 8Q: 3 clusters Score -64411.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -64422.191406 Penalty: 2093.307617
	Iteration 9Q: 3 clusters Score -64422.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -64430.449219 Penalty: 2093.307617
	Iteration 10Q: 3 clusters Score -64430.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -64432.187500 Penalty: 2093.307617
	Iteration 11Q: 3 clusters Score -64432.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -64433.156250 Penalty: 2093.307617
	Iteration 12Q: 3 clusters Score -64433.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -64433.156250 Penalty: 2093.307617
	Iteration 13F: 3 clusters Score -64433.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (66829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66829 members 
Entering Unmasked Estep 
Score: -8308327.000000 Penalty: 1805.357544
	Iteration 0F: 2 clusters Score -8308327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -8263443.500000 Penalty: 3610.715088
	Iteration 0F: 3 clusters Score -8263444 nChanged 31792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -8281593.500000 Penalty: 3610.715088
	Iteration 1F: 3 clusters Score -8281594 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -8282302.500000 Penalty: 3610.715088
	Iteration 2Q: 3 clusters Score -8282302 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -8283315.000000 Penalty: 3610.715088
	Iteration 3Q: 3 clusters Score -8283315 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -8284853.000000 Penalty: 3610.715088
	Iteration 4F: 3 clusters Score -8284853 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -8287137.000000 Penalty: 3610.715088
	Iteration 5F: 3 clusters Score -8287137 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -8290375.500000 Penalty: 3610.715088
	Iteration 6F: 3 clusters Score -8290376 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50614 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -8294287.500000 Penalty: 3610.715088
	Iteration 7F: 3 clusters Score -8294288 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54629 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -8298108.000000 Penalty: 3610.715088
	Iteration 8F: 3 clusters Score -8298108 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57754 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -8301084.000000 Penalty: 3610.715088
	Iteration 9F: 3 clusters Score -8301084 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59799 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -8303131.000000 Penalty: 3610.715088
	Iteration 10Q: 3 clusters Score -8303131 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61004 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -8304596.500000 Penalty: 3610.715088
	Iteration 11Q: 3 clusters Score -8304596 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61744 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -8305488.500000 Penalty: 3610.715088
	Iteration 12Q: 3 clusters Score -8305488 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62226 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -8305932.500000 Penalty: 3610.715088
	Iteration 13Q: 3 clusters Score -8305932 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62610 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -8306193.000000 Penalty: 3610.715088
	Iteration 14Q: 3 clusters Score -8306193 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62931 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -8306411.000000 Penalty: 3610.715088
	Iteration 15Q: 3 clusters Score -8306411 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63216 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -8306590.500000 Penalty: 3610.715088
	Iteration 16Q: 3 clusters Score -8306590 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63466 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -8306680.500000 Penalty: 3610.715088
	Iteration 17Q: 3 clusters Score -8306680 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63657 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -8306778.500000 Penalty: 3610.715088
	Iteration 18Q: 3 clusters Score -8306778 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63828 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -8306831.500000 Penalty: 3610.715088
	Iteration 19Q: 3 clusters Score -8306832 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63964 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -8306882.500000 Penalty: 3610.715088
	Iteration 20F: 3 clusters Score -8306882 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64063 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -8306897.500000 Penalty: 3610.715088
	Iteration 21Q: 3 clusters Score -8306898 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64153 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -8306907.000000 Penalty: 3610.715088
	Iteration 22Q: 3 clusters Score -8306907 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64228 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -8306903.000000 Penalty: 3610.715088
	Iteration 23Q: 3 clusters Score -8306903 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64297 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -8306920.000000 Penalty: 3610.715088
	Iteration 24Q: 3 clusters Score -8306920 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64348 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -8306929.500000 Penalty: 3610.715088
	Iteration 25Q: 3 clusters Score -8306930 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64389 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -8306938.000000 Penalty: 3610.715088
	Iteration 26Q: 3 clusters Score -8306938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64418 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -8306943.500000 Penalty: 3610.715088
	Iteration 27Q: 3 clusters Score -8306944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64438 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -8306945.500000 Penalty: 3610.715088
	Iteration 28Q: 3 clusters Score -8306946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64460 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -8306959.000000 Penalty: 3610.715088
	Iteration 29Q: 3 clusters Score -8306959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64480 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -8306947.500000 Penalty: 3610.715088
	Iteration 30Q: 3 clusters Score -8306948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64496 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -8306948.000000 Penalty: 3610.715088
	Iteration 31Q: 3 clusters Score -8306948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64507 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -8306946.500000 Penalty: 3610.715088
	Iteration 32Q: 3 clusters Score -8306946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64516 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -8306955.000000 Penalty: 3610.715088
	Iteration 33Q: 3 clusters Score -8306955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64524 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -8306950.000000 Penalty: 3610.715088
	Iteration 34Q: 3 clusters Score -8306950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64526 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -8306955.500000 Penalty: 3610.715088
	Iteration 35Q: 3 clusters Score -8306956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64528 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -8306955.500000 Penalty: 3610.715088
	Iteration 36Q: 3 clusters Score -8306956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -8306954.500000 Penalty: 3610.715088
	Iteration 37Q: 3 clusters Score -8306954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64533 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -8306942.500000 Penalty: 3610.715088
	Iteration 38Q: 3 clusters Score -8306942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64537 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -8306946.000000 Penalty: 3610.715088
	Iteration 39Q: 3 clusters Score -8306946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64542 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -8306951.000000 Penalty: 3610.715088
	Iteration 40F: 3 clusters Score -8306951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64547 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -8306951.500000 Penalty: 3610.715088
	Iteration 41Q: 3 clusters Score -8306952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64551 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -8306956.000000 Penalty: 3610.715088
	Iteration 42Q: 3 clusters Score -8306956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64556 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -8306960.000000 Penalty: 3610.715088
	Iteration 43Q: 3 clusters Score -8306960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64561 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -8306953.500000 Penalty: 3610.715088
	Iteration 44Q: 3 clusters Score -8306954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64566 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -8306963.000000 Penalty: 3610.715088
	Iteration 45Q: 3 clusters Score -8306963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64570 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -8306956.500000 Penalty: 3610.715088
	Iteration 46Q: 3 clusters Score -8306956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64573 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -8306961.000000 Penalty: 3610.715088
	Iteration 47Q: 3 clusters Score -8306961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64575 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -8306963.000000 Penalty: 3610.715088
	Iteration 48Q: 3 clusters Score -8306963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64576 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -8306963.000000 Penalty: 3610.715088
	Iteration 49Q: 3 clusters Score -8306963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64576 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -8306963.000000 Penalty: 3610.715088
	Iteration 50F: 3 clusters Score -8306963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (97220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97220 members 
Entering Unmasked Estep 
Score: -12191664.000000 Penalty: 1866.268921
	Iteration 0F: 2 clusters Score -1.219166e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48840 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
Score: -12127888.000000 Penalty: 3732.537842
	Iteration 0F: 3 clusters Score -1.212789e+07 nChanged 46350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52420 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -12155296.000000 Penalty: 3732.537842
	Iteration 1F: 3 clusters Score -1.21553e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54812 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -12157180.000000 Penalty: 3732.537842
	Iteration 2Q: 3 clusters Score -1.215718e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58333 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -12160145.000000 Penalty: 3732.537842
	Iteration 3F: 3 clusters Score -1.216014e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62886 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -12164508.000000 Penalty: 3732.537842
	Iteration 4F: 3 clusters Score -1.216451e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68093 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -12170321.000000 Penalty: 3732.537842
	Iteration 5F: 3 clusters Score -1.217032e+07 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72701 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -12176036.000000 Penalty: 3732.537842
	Iteration 6F: 3 clusters Score -1.217604e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75815 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -12180000.000000 Penalty: 3732.537842
	Iteration 7F: 3 clusters Score -1.218e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77751 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -12182059.000000 Penalty: 3732.537842
	Iteration 8Q: 3 clusters Score -1.218206e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79180 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -12183093.000000 Penalty: 3732.537842
	Iteration 9Q: 3 clusters Score -1.218309e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80493 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -12183714.000000 Penalty: 3732.537842
	Iteration 10Q: 3 clusters Score -1.218371e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81733 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -12184373.000000 Penalty: 3732.537842
	Iteration 11Q: 3 clusters Score -1.218437e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82986 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -12185084.000000 Penalty: 3732.537842
	Iteration 12Q: 3 clusters Score -1.218508e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84195 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -12185696.000000 Penalty: 3732.537842
	Iteration 13Q: 3 clusters Score -1.21857e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85367 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -12186332.000000 Penalty: 3732.537842
	Iteration 14Q: 3 clusters Score -1.218633e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86492 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -12186903.000000 Penalty: 3732.537842
	Iteration 15Q: 3 clusters Score -1.21869e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87531 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -12187479.000000 Penalty: 3732.537842
	Iteration 16Q: 3 clusters Score -1.218748e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88462 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -12188008.000000 Penalty: 3732.537842
	Iteration 17Q: 3 clusters Score -1.218801e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89335 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -12188524.000000 Penalty: 3732.537842
	Iteration 18Q: 3 clusters Score -1.218852e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90124 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -12189023.000000 Penalty: 3732.537842
	Iteration 19Q: 3 clusters Score -1.218902e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90895 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -12189466.000000 Penalty: 3732.537842
	Iteration 20F: 3 clusters Score -1.218947e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91624 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -12189888.000000 Penalty: 3732.537842
	Iteration 21Q: 3 clusters Score -1.218989e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92324 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -12190192.000000 Penalty: 3732.537842
	Iteration 22Q: 3 clusters Score -1.219019e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92918 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -12190451.000000 Penalty: 3732.537842
	Iteration 23Q: 3 clusters Score -1.219045e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93456 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -12190679.000000 Penalty: 3732.537842
	Iteration 24Q: 3 clusters Score -1.219068e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93927 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -12190767.000000 Penalty: 3732.537842
	Iteration 25Q: 3 clusters Score -1.219077e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94325 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -12190838.000000 Penalty: 3732.537842
	Iteration 26Q: 3 clusters Score -1.219084e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94660 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -12190904.000000 Penalty: 3732.537842
	Iteration 27Q: 3 clusters Score -1.21909e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94950 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -12190897.000000 Penalty: 3732.537842
	Iteration 28Q: 3 clusters Score -1.21909e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95164 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -12190893.000000 Penalty: 3732.537842
	Iteration 29Q: 3 clusters Score -1.219089e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95348 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -12190899.000000 Penalty: 3732.537842
	Iteration 30Q: 3 clusters Score -1.21909e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95483 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -12190860.000000 Penalty: 3732.537842
	Iteration 31Q: 3 clusters Score -1.219086e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95611 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -12190849.000000 Penalty: 3732.537842
	Iteration 32Q: 3 clusters Score -1.219085e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95712 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -12190837.000000 Penalty: 3732.537842
	Iteration 33Q: 3 clusters Score -1.219084e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95813 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -12190808.000000 Penalty: 3732.537842
	Iteration 34Q: 3 clusters Score -1.219081e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95899 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -12190813.000000 Penalty: 3732.537842
	Iteration 35Q: 3 clusters Score -1.219081e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95972 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -12190848.000000 Penalty: 3732.537842
	Iteration 36Q: 3 clusters Score -1.219085e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96030 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -12190843.000000 Penalty: 3732.537842
	Iteration 37Q: 3 clusters Score -1.219084e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96073 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -12190826.000000 Penalty: 3732.537842
	Iteration 38Q: 3 clusters Score -1.219083e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96108 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -12190810.000000 Penalty: 3732.537842
	Iteration 39Q: 3 clusters Score -1.219081e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96143 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -12190797.000000 Penalty: 3732.537842
	Iteration 40F: 3 clusters Score -1.21908e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96171 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -12190794.000000 Penalty: 3732.537842
	Iteration 41Q: 3 clusters Score -1.219079e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96192 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -12190788.000000 Penalty: 3732.537842
	Iteration 42Q: 3 clusters Score -1.219079e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96211 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -12190787.000000 Penalty: 3732.537842
	Iteration 43Q: 3 clusters Score -1.219079e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96229 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -12190785.000000 Penalty: 3732.537842
	Iteration 44Q: 3 clusters Score -1.219078e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96245 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -12190786.000000 Penalty: 3732.537842
	Iteration 45Q: 3 clusters Score -1.219079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96251 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -12190774.000000 Penalty: 3732.537842
	Iteration 46Q: 3 clusters Score -1.219077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96254 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -12190759.000000 Penalty: 3732.537842
	Iteration 47Q: 3 clusters Score -1.219076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96254 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -12190759.000000 Penalty: 3732.537842
	Iteration 48F: 3 clusters Score -1.219076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (68977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68977 members 
Entering Unmasked Estep 
Score: -8741179.000000 Penalty: 1810.498291
	Iteration 0F: 2 clusters Score -8741179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -8695106.000000 Penalty: 3620.996582
	Iteration 0F: 3 clusters Score -8695106 nChanged 32756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -8713986.000000 Penalty: 3620.996582
	Iteration 1F: 3 clusters Score -8713986 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -8714568.000000 Penalty: 3620.996582
	Iteration 2Q: 3 clusters Score -8714568 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -8715400.000000 Penalty: 3620.996582
	Iteration 3Q: 3 clusters Score -8715400 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -8716677.000000 Penalty: 3620.996582
	Iteration 4Q: 3 clusters Score -8716677 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -8718729.000000 Penalty: 3620.996582
	Iteration 5F: 3 clusters Score -8718729 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -8721973.000000 Penalty: 3620.996582
	Iteration 6F: 3 clusters Score -8721973 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54305 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -8726428.000000 Penalty: 3620.996582
	Iteration 7F: 3 clusters Score -8726428 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59449 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -8731314.000000 Penalty: 3620.996582
	Iteration 8F: 3 clusters Score -8731314 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63406 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -8735107.000000 Penalty: 3620.996582
	Iteration 9F: 3 clusters Score -8735107 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65786 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -8737336.000000 Penalty: 3620.996582
	Iteration 10Q: 3 clusters Score -8737336 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67009 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -8738466.000000 Penalty: 3620.996582
	Iteration 11Q: 3 clusters Score -8738466 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67578 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -8739045.000000 Penalty: 3620.996582
	Iteration 12Q: 3 clusters Score -8739045 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67854 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -8739337.000000 Penalty: 3620.996582
	Iteration 13Q: 3 clusters Score -8739337 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67997 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -8739507.000000 Penalty: 3620.996582
	Iteration 14Q: 3 clusters Score -8739507 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68072 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8739589.000000 Penalty: 3620.996582
	Iteration 15Q: 3 clusters Score -8739589 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68125 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8739645.000000 Penalty: 3620.996582
	Iteration 16Q: 3 clusters Score -8739645 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68169 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8739685.000000 Penalty: 3620.996582
	Iteration 17Q: 3 clusters Score -8739685 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68206 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8739712.000000 Penalty: 3620.996582
	Iteration 18Q: 3 clusters Score -8739712 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68233 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -8739749.000000 Penalty: 3620.996582
	Iteration 19Q: 3 clusters Score -8739749 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68257 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8739775.000000 Penalty: 3620.996582
	Iteration 20F: 3 clusters Score -8739775 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68282 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8739790.000000 Penalty: 3620.996582
	Iteration 21Q: 3 clusters Score -8739790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68298 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8739795.000000 Penalty: 3620.996582
	Iteration 22Q: 3 clusters Score -8739795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68304 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -8739803.000000 Penalty: 3620.996582
	Iteration 23Q: 3 clusters Score -8739803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68309 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8739815.000000 Penalty: 3620.996582
	Iteration 24Q: 3 clusters Score -8739815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68316 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8739817.000000 Penalty: 3620.996582
	Iteration 25Q: 3 clusters Score -8739817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68322 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8739818.000000 Penalty: 3620.996582
	Iteration 26Q: 3 clusters Score -8739818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68326 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8739817.000000 Penalty: 3620.996582
	Iteration 27Q: 3 clusters Score -8739817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68332 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -8739822.000000 Penalty: 3620.996582
	Iteration 28Q: 3 clusters Score -8739822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68335 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8739822.000000 Penalty: 3620.996582
	Iteration 29Q: 3 clusters Score -8739822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68337 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8739828.000000 Penalty: 3620.996582
	Iteration 30Q: 3 clusters Score -8739828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68337 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8739828.000000 Penalty: 3620.996582
	Iteration 31Q: 3 clusters Score -8739828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68337 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8739828.000000 Penalty: 3620.996582
	Iteration 32F: 3 clusters Score -8739828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -45578.738281 Penalty: 1001.196167
	Iteration 0F: 2 clusters Score -45578.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -44563.000000 Penalty: 2002.392334
	Iteration 0F: 3 clusters Score -44563 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -44834.257812 Penalty: 2002.392334
	Iteration 1F: 3 clusters Score -44834.26 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44962.328125 Penalty: 2002.392334
	Iteration 2F: 3 clusters Score -44962.33 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -45062.664062 Penalty: 2002.392334
	Iteration 3F: 3 clusters Score -45062.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -45189.535156 Penalty: 2002.392334
	Iteration 4Q: 3 clusters Score -45189.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -45277.957031 Penalty: 2002.392334
	Iteration 5F: 3 clusters Score -45277.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45324.082031 Penalty: 2002.392334
	Iteration 6Q: 3 clusters Score -45324.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45337.933594 Penalty: 2002.392334
	Iteration 7Q: 3 clusters Score -45337.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -45370.457031 Penalty: 2002.392334
	Iteration 8Q: 3 clusters Score -45370.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -45395.140625 Penalty: 2002.392334
	Iteration 9Q: 3 clusters Score -45395.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45411.222656 Penalty: 2002.392334
	Iteration 10Q: 3 clusters Score -45411.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -45446.757812 Penalty: 2002.392334
	Iteration 11Q: 3 clusters Score -45446.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -45465.847656 Penalty: 2002.392334
	Iteration 12Q: 3 clusters Score -45465.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45524.406250 Penalty: 2002.392334
	Iteration 13Q: 3 clusters Score -45524.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45566.460938 Penalty: 2002.392334
	Iteration 14Q: 3 clusters Score -45566.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -45581.296875 Penalty: 2002.392334
	Iteration 15Q: 3 clusters Score -45581.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -45581.296875 Penalty: 2002.392334
	Iteration 16F: 3 clusters Score -45581.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21214 members 
Mstep: Class 4 contains 28003 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 6794 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 4610 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 13761 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36384 members 
Mstep: Class 14 contains 56206 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 17 contains 107508 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9735 members 
Mstep: Class 20 contains 53999 members 
Mstep: Class 21 contains 6702 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 66829 members 
Mstep: Class 24 contains 97220 members 
Mstep: Class 25 contains 68977 members 
Mstep: Class 26 contains 231 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102407 members 
Mstep: Class 29 contains 4746 members 
Mstep: Class 30 contains 75589 members 
Mstep: Class 31 contains 93823 members 
Mstep: Class 32 contains 3133 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1089 members 
Mstep: Class 35 contains 9530 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2248 members 
Mstep: Class 39 contains 475 members 
Mstep: Class 40 contains 7071 members 
Mstep: Class 41 contains 243 members 
Entering Unmasked Estep 
Score: -111773680.000000 Penalty: 91479.007812
Splitting cluster 26 changes total score from -111774544.000000 to -111773680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -18189.689453 Penalty: 927.944336
	Iteration 0F: 2 clusters Score -18189.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17369.261719 Penalty: 1855.888672
	Iteration 0F: 3 clusters Score -17369.26 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -17793.259766 Penalty: 1855.888672
	Iteration 1F: 3 clusters Score -17793.26 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -18195.007812 Penalty: 1855.888672
	Iteration 2F: 3 clusters Score -18195.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -18306.433594 Penalty: 1855.888672
	Iteration 3Q: 3 clusters Score -18306.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -18374.681641 Penalty: 1855.888672
	Iteration 4Q: 3 clusters Score -18374.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -18418.921875 Penalty: 1855.888672
	Iteration 5Q: 3 clusters Score -18418.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -18432.386719 Penalty: 1855.888672
	Iteration 6Q: 3 clusters Score -18432.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -18443.074219 Penalty: 1855.888672
	Iteration 7Q: 3 clusters Score -18443.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -18443.074219 Penalty: 1855.888672
	Iteration 8F: 3 clusters Score -18443.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21214 members 
Mstep: Class 4 contains 28003 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 6794 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 4610 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 13761 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36384 members 
Mstep: Class 14 contains 56206 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 17 contains 107508 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9735 members 
Mstep: Class 20 contains 53999 members 
Mstep: Class 21 contains 6702 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 66829 members 
Mstep: Class 24 contains 97220 members 
Mstep: Class 25 contains 68977 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 102 members 
Mstep: Class 28 contains 102407 members 
Mstep: Class 29 contains 4746 members 
Mstep: Class 30 contains 75589 members 
Mstep: Class 31 contains 93823 members 
Mstep: Class 32 contains 3133 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1089 members 
Mstep: Class 35 contains 9530 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2248 members 
Mstep: Class 39 contains 475 members 
Mstep: Class 40 contains 7071 members 
Mstep: Class 41 contains 200 members 
Entering Unmasked Estep 
Score: -111773952.000000 Penalty: 91479.007812
Splitting cluster 27 changes total score from -111774544.000000 to -111773952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (102407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102407 members 
Entering Unmasked Estep 
Score: -12849959.000000 Penalty: 1874.715454
	Iteration 0F: 2 clusters Score -1.284996e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51094 members 
Mstep: Class 2 contains 51313 members 
Entering Unmasked Estep 
Score: -12782374.000000 Penalty: 3749.430908
	Iteration 0F: 3 clusters Score -1.278237e+07 nChanged 48991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52153 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -12810682.000000 Penalty: 3749.430908
	Iteration 1F: 3 clusters Score -1.281068e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 49665 members 
Entering Unmasked Estep 
Score: -12811316.000000 Penalty: 3749.430908
	Iteration 2Q: 3 clusters Score -1.281132e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53588 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -12812051.000000 Penalty: 3749.430908
	Iteration 3Q: 3 clusters Score -1.281205e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54766 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -12812847.000000 Penalty: 3749.430908
	Iteration 4Q: 3 clusters Score -1.281285e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56425 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -12813901.000000 Penalty: 3749.430908
	Iteration 5Q: 3 clusters Score -1.28139e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58666 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -12815117.000000 Penalty: 3749.430908
	Iteration 6Q: 3 clusters Score -1.281512e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61666 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -12816631.000000 Penalty: 3749.430908
	Iteration 7Q: 3 clusters Score -1.281663e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65646 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -12818652.000000 Penalty: 3749.430908
	Iteration 8F: 3 clusters Score -1.281865e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70628 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -12821541.000000 Penalty: 3749.430908
	Iteration 9F: 3 clusters Score -1.282154e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76586 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -12825212.000000 Penalty: 3749.430908
	Iteration 10F: 3 clusters Score -1.282521e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82790 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -12829371.000000 Penalty: 3749.430908
	Iteration 11F: 3 clusters Score -1.282937e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88249 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -12833206.000000 Penalty: 3749.430908
	Iteration 12F: 3 clusters Score -1.283321e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92512 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -12839262.000000 Penalty: 3749.430908
	Iteration 13Q: 3 clusters Score -1.283926e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95808 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -12844102.000000 Penalty: 3749.430908
	Iteration 14Q: 3 clusters Score -1.28441e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98318 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -12846486.000000 Penalty: 3749.430908
	Iteration 15Q: 3 clusters Score -1.284649e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99990 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -12847621.000000 Penalty: 3749.430908
	Iteration 16Q: 3 clusters Score -1.284762e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101004 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -12848079.000000 Penalty: 3749.430908
	Iteration 17Q: 3 clusters Score -1.284808e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101554 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -12848245.000000 Penalty: 3749.430908
	Iteration 18Q: 3 clusters Score -1.284824e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101807 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -12848301.000000 Penalty: 3749.430908
	Iteration 19Q: 3 clusters Score -1.28483e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101947 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -12848367.000000 Penalty: 3749.430908
	Iteration 20F: 3 clusters Score -1.284837e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102010 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -12848366.000000 Penalty: 3749.430908
	Iteration 21Q: 3 clusters Score -1.284837e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102046 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -12848380.000000 Penalty: 3749.430908
	Iteration 22Q: 3 clusters Score -1.284838e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102075 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -12848412.000000 Penalty: 3749.430908
	Iteration 23Q: 3 clusters Score -1.284841e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102101 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -12848428.000000 Penalty: 3749.430908
	Iteration 24Q: 3 clusters Score -1.284843e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102112 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -12848444.000000 Penalty: 3749.430908
	Iteration 25Q: 3 clusters Score -1.284844e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102123 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -12848450.000000 Penalty: 3749.430908
	Iteration 26Q: 3 clusters Score -1.284845e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102134 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -12848457.000000 Penalty: 3749.430908
	Iteration 27Q: 3 clusters Score -1.284846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102136 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -12848463.000000 Penalty: 3749.430908
	Iteration 28Q: 3 clusters Score -1.284846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102137 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -12848466.000000 Penalty: 3749.430908
	Iteration 29Q: 3 clusters Score -1.284847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102137 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -12848467.000000 Penalty: 3749.430908
	Iteration 30Q: 3 clusters Score -1.284847e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102144 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -12848479.000000 Penalty: 3749.430908
	Iteration 31Q: 3 clusters Score -1.284848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102151 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -12848488.000000 Penalty: 3749.430908
	Iteration 32Q: 3 clusters Score -1.284849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102152 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -12848494.000000 Penalty: 3749.430908
	Iteration 33Q: 3 clusters Score -1.284849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102152 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -12848498.000000 Penalty: 3749.430908
	Iteration 34Q: 3 clusters Score -1.28485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102154 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -12848498.000000 Penalty: 3749.430908
	Iteration 35Q: 3 clusters Score -1.28485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102155 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -12848507.000000 Penalty: 3749.430908
	Iteration 36Q: 3 clusters Score -1.284851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102156 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -12848501.000000 Penalty: 3749.430908
	Iteration 37Q: 3 clusters Score -1.28485e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102156 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -12848501.000000 Penalty: 3749.430908
	Iteration 38F: 3 clusters Score -1.28485e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Entering Unmasked Estep 
Score: -589023.312500 Penalty: 1375.571777
	Iteration 0F: 2 clusters Score -589023.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -585186.687500 Penalty: 2751.143555
	Iteration 0F: 3 clusters Score -585186.7 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -586209.125000 Penalty: 2751.143555
	Iteration 1F: 3 clusters Score -586209.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -586334.875000 Penalty: 2751.143555
	Iteration 2F: 3 clusters Score -586334.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -586417.187500 Penalty: 2751.143555
	Iteration 3Q: 3 clusters Score -586417.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -586497.187500 Penalty: 2751.143555
	Iteration 4Q: 3 clusters Score -586497.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -586570.875000 Penalty: 2751.143555
	Iteration 5Q: 3 clusters Score -586570.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -586635.312500 Penalty: 2751.143555
	Iteration 6Q: 3 clusters Score -586635.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -586700.562500 Penalty: 2751.143555
	Iteration 7Q: 3 clusters Score -586700.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -586764.000000 Penalty: 2751.143555
	Iteration 8Q: 3 clusters Score -586764 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -586828.125000 Penalty: 2751.143555
	Iteration 9Q: 3 clusters Score -586828.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -586890.000000 Penalty: 2751.143555
	Iteration 10Q: 3 clusters Score -586890 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -586957.687500 Penalty: 2751.143555
	Iteration 11Q: 3 clusters Score -586957.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -587035.000000 Penalty: 2751.143555
	Iteration 12Q: 3 clusters Score -587035 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -587109.812500 Penalty: 2751.143555
	Iteration 13Q: 3 clusters Score -587109.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -587178.500000 Penalty: 2751.143555
	Iteration 14Q: 3 clusters Score -587178.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -587253.187500 Penalty: 2751.143555
	Iteration 15Q: 3 clusters Score -587253.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -587354.187500 Penalty: 2751.143555
	Iteration 16Q: 3 clusters Score -587354.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -587432.125000 Penalty: 2751.143555
	Iteration 17Q: 3 clusters Score -587432.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -587520.187500 Penalty: 2751.143555
	Iteration 18Q: 3 clusters Score -587520.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -587587.937500 Penalty: 2751.143555
	Iteration 19Q: 3 clusters Score -587587.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -587634.250000 Penalty: 2751.143555
	Iteration 20F: 3 clusters Score -587634.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -587671.375000 Penalty: 2751.143555
	Iteration 21Q: 3 clusters Score -587671.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -587700.562500 Penalty: 2751.143555
	Iteration 22Q: 3 clusters Score -587700.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -587722.125000 Penalty: 2751.143555
	Iteration 23Q: 3 clusters Score -587722.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -587748.062500 Penalty: 2751.143555
	Iteration 24Q: 3 clusters Score -587748.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -587761.687500 Penalty: 2751.143555
	Iteration 25Q: 3 clusters Score -587761.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -587773.125000 Penalty: 2751.143555
	Iteration 26Q: 3 clusters Score -587773.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -587782.562500 Penalty: 2751.143555
	Iteration 27Q: 3 clusters Score -587782.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -587791.312500 Penalty: 2751.143555
	Iteration 28Q: 3 clusters Score -587791.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -587804.187500 Penalty: 2751.143555
	Iteration 29Q: 3 clusters Score -587804.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -587817.562500 Penalty: 2751.143555
	Iteration 30Q: 3 clusters Score -587817.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -587830.750000 Penalty: 2751.143555
	Iteration 31Q: 3 clusters Score -587830.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -587835.375000 Penalty: 2751.143555
	Iteration 32Q: 3 clusters Score -587835.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -587840.437500 Penalty: 2751.143555
	Iteration 33Q: 3 clusters Score -587840.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -587851.000000 Penalty: 2751.143555
	Iteration 34Q: 3 clusters Score -587851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -587854.625000 Penalty: 2751.143555
	Iteration 35Q: 3 clusters Score -587854.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -587855.000000 Penalty: 2751.143555
	Iteration 36Q: 3 clusters Score -587855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -587855.500000 Penalty: 2751.143555
	Iteration 37Q: 3 clusters Score -587855.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -587857.750000 Penalty: 2751.143555
	Iteration 38Q: 3 clusters Score -587857.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -587857.750000 Penalty: 2751.143555
	Iteration 39F: 3 clusters Score -587857.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (75589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75589 members 
Entering Unmasked Estep 
Score: -9208884.000000 Penalty: 1825.373169
	Iteration 0F: 2 clusters Score -9208884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -9158405.000000 Penalty: 3650.746338
	Iteration 0F: 3 clusters Score -9158405 nChanged 36130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -9180125.000000 Penalty: 3650.746338
	Iteration 1F: 3 clusters Score -9180125 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -9182080.000000 Penalty: 3650.746338
	Iteration 2F: 3 clusters Score -9182080 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 50545 members 
Entering Unmasked Estep 
Score: -9185332.000000 Penalty: 3650.746338
	Iteration 3F: 3 clusters Score -9185332 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 56199 members 
Entering Unmasked Estep 
Score: -9189997.000000 Penalty: 3650.746338
	Iteration 4F: 3 clusters Score -9189997 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 62265 members 
Entering Unmasked Estep 
Score: -9195873.000000 Penalty: 3650.746338
	Iteration 5F: 3 clusters Score -9195873 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 67592 members 
Entering Unmasked Estep 
Score: -9201296.000000 Penalty: 3650.746338
	Iteration 6F: 3 clusters Score -9201296 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 71099 members 
Entering Unmasked Estep 
Score: -9204624.000000 Penalty: 3650.746338
	Iteration 7Q: 3 clusters Score -9204624 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 72984 members 
Entering Unmasked Estep 
Score: -9206375.000000 Penalty: 3650.746338
	Iteration 8Q: 3 clusters Score -9206375 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 73909 members 
Entering Unmasked Estep 
Score: -9207258.000000 Penalty: 3650.746338
	Iteration 9Q: 3 clusters Score -9207258 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 74309 members 
Entering Unmasked Estep 
Score: -9207648.000000 Penalty: 3650.746338
	Iteration 10Q: 3 clusters Score -9207648 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 74488 members 
Entering Unmasked Estep 
Score: -9207833.000000 Penalty: 3650.746338
	Iteration 11Q: 3 clusters Score -9207833 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 74600 members 
Entering Unmasked Estep 
Score: -9207943.000000 Penalty: 3650.746338
	Iteration 12Q: 3 clusters Score -9207943 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 74677 members 
Entering Unmasked Estep 
Score: -9207996.000000 Penalty: 3650.746338
	Iteration 13Q: 3 clusters Score -9207996 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 74722 members 
Entering Unmasked Estep 
Score: -9208028.000000 Penalty: 3650.746338
	Iteration 14Q: 3 clusters Score -9208028 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 74755 members 
Entering Unmasked Estep 
Score: -9208055.000000 Penalty: 3650.746338
	Iteration 15Q: 3 clusters Score -9208055 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 74779 members 
Entering Unmasked Estep 
Score: -9208075.000000 Penalty: 3650.746338
	Iteration 16Q: 3 clusters Score -9208075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 74788 members 
Entering Unmasked Estep 
Score: -9208080.000000 Penalty: 3650.746338
	Iteration 17Q: 3 clusters Score -9208080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 74798 members 
Entering Unmasked Estep 
Score: -9208093.000000 Penalty: 3650.746338
	Iteration 18Q: 3 clusters Score -9208093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 74800 members 
Entering Unmasked Estep 
Score: -9208085.000000 Penalty: 3650.746338
	Iteration 19Q: 3 clusters Score -9208085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 74804 members 
Entering Unmasked Estep 
Score: -9208083.000000 Penalty: 3650.746338
	Iteration 20F: 3 clusters Score -9208083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 74807 members 
Entering Unmasked Estep 
Score: -9208084.000000 Penalty: 3650.746338
	Iteration 21Q: 3 clusters Score -9208084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 74808 members 
Entering Unmasked Estep 
Score: -9208079.000000 Penalty: 3650.746338
	Iteration 22Q: 3 clusters Score -9208079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 74812 members 
Entering Unmasked Estep 
Score: -9208087.000000 Penalty: 3650.746338
	Iteration 23Q: 3 clusters Score -9208087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 74812 members 
Entering Unmasked Estep 
Score: -9208087.000000 Penalty: 3650.746338
	Iteration 24F: 3 clusters Score -9208087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (93823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93823 members 
Entering Unmasked Estep 
Score: -11853793.000000 Penalty: 1860.489380
	Iteration 0F: 2 clusters Score -1.185379e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -11793422.000000 Penalty: 3720.978760
	Iteration 0F: 3 clusters Score -1.179342e+07 nChanged 44573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -11819271.000000 Penalty: 3720.978760
	Iteration 1F: 3 clusters Score -1.181927e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49349 members 
Mstep: Class 2 contains 44474 members 
Entering Unmasked Estep 
Score: -11820055.000000 Penalty: 3720.978760
	Iteration 2Q: 3 clusters Score -1.182006e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -11820887.000000 Penalty: 3720.978760
	Iteration 3Q: 3 clusters Score -1.182089e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -11821852.000000 Penalty: 3720.978760
	Iteration 4Q: 3 clusters Score -1.182185e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56604 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -11823387.000000 Penalty: 3720.978760
	Iteration 5Q: 3 clusters Score -1.182339e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61380 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -11825993.000000 Penalty: 3720.978760
	Iteration 6F: 3 clusters Score -1.182599e+07 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67875 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -11830595.000000 Penalty: 3720.978760
	Iteration 7F: 3 clusters Score -1.18306e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75616 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -11836821.000000 Penalty: 3720.978760
	Iteration 8F: 3 clusters Score -1.183682e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83143 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -11843742.000000 Penalty: 3720.978760
	Iteration 9F: 3 clusters Score -1.184374e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88640 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -11848780.000000 Penalty: 3720.978760
	Iteration 10F: 3 clusters Score -1.184878e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91566 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -11850935.000000 Penalty: 3720.978760
	Iteration 11Q: 3 clusters Score -1.185094e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92767 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -11851598.000000 Penalty: 3720.978760
	Iteration 12Q: 3 clusters Score -1.18516e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93176 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -11851976.000000 Penalty: 3720.978760
	Iteration 13Q: 3 clusters Score -1.185198e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93313 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -11852184.000000 Penalty: 3720.978760
	Iteration 14Q: 3 clusters Score -1.185218e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93345 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -11852284.000000 Penalty: 3720.978760
	Iteration 15Q: 3 clusters Score -1.185228e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93353 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -11852358.000000 Penalty: 3720.978760
	Iteration 16Q: 3 clusters Score -1.185236e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93338 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -11852425.000000 Penalty: 3720.978760
	Iteration 17Q: 3 clusters Score -1.185242e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93320 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -11852468.000000 Penalty: 3720.978760
	Iteration 18Q: 3 clusters Score -1.185247e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93292 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -11852483.000000 Penalty: 3720.978760
	Iteration 19Q: 3 clusters Score -1.185248e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93280 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -11852500.000000 Penalty: 3720.978760
	Iteration 20F: 3 clusters Score -1.18525e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93267 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -11852508.000000 Penalty: 3720.978760
	Iteration 21Q: 3 clusters Score -1.185251e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93266 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -11852534.000000 Penalty: 3720.978760
	Iteration 22Q: 3 clusters Score -1.185253e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93262 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -11852538.000000 Penalty: 3720.978760
	Iteration 23Q: 3 clusters Score -1.185254e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93258 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -11852544.000000 Penalty: 3720.978760
	Iteration 24Q: 3 clusters Score -1.185254e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93247 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -11852562.000000 Penalty: 3720.978760
	Iteration 25Q: 3 clusters Score -1.185256e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93231 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -11852556.000000 Penalty: 3720.978760
	Iteration 26Q: 3 clusters Score -1.185256e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93223 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -11852570.000000 Penalty: 3720.978760
	Iteration 27Q: 3 clusters Score -1.185257e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93216 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -11852572.000000 Penalty: 3720.978760
	Iteration 28Q: 3 clusters Score -1.185257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93210 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -11852575.000000 Penalty: 3720.978760
	Iteration 29Q: 3 clusters Score -1.185258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93206 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -11852580.000000 Penalty: 3720.978760
	Iteration 30Q: 3 clusters Score -1.185258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93201 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -11852584.000000 Penalty: 3720.978760
	Iteration 31Q: 3 clusters Score -1.185258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93198 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -11852581.000000 Penalty: 3720.978760
	Iteration 32Q: 3 clusters Score -1.185258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93199 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -11852578.000000 Penalty: 3720.978760
	Iteration 33Q: 3 clusters Score -1.185258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93201 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -11852572.000000 Penalty: 3720.978760
	Iteration 34Q: 3 clusters Score -1.185257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93201 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -11852572.000000 Penalty: 3720.978760
	Iteration 35Q: 3 clusters Score -1.185257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93201 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -11852576.000000 Penalty: 3720.978760
	Iteration 36Q: 3 clusters Score -1.185258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93199 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -11852579.000000 Penalty: 3720.978760
	Iteration 37Q: 3 clusters Score -1.185258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93196 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -11852580.000000 Penalty: 3720.978760
	Iteration 38Q: 3 clusters Score -1.185258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93192 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -11852585.000000 Penalty: 3720.978760
	Iteration 39Q: 3 clusters Score -1.185258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93189 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -11852583.000000 Penalty: 3720.978760
	Iteration 40F: 3 clusters Score -1.185258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93188 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -11852587.000000 Penalty: 3720.978760
	Iteration 41Q: 3 clusters Score -1.185259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93183 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -11852587.000000 Penalty: 3720.978760
	Iteration 42Q: 3 clusters Score -1.185259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93181 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -11852586.000000 Penalty: 3720.978760
	Iteration 43Q: 3 clusters Score -1.185259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93178 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -11852590.000000 Penalty: 3720.978760
	Iteration 44Q: 3 clusters Score -1.185259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93173 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -11852589.000000 Penalty: 3720.978760
	Iteration 45Q: 3 clusters Score -1.185259e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93171 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -11852590.000000 Penalty: 3720.978760
	Iteration 46Q: 3 clusters Score -1.185259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93168 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -11852597.000000 Penalty: 3720.978760
	Iteration 47Q: 3 clusters Score -1.18526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93162 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -11852616.000000 Penalty: 3720.978760
	Iteration 48Q: 3 clusters Score -1.185262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93159 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -11852611.000000 Penalty: 3720.978760
	Iteration 49Q: 3 clusters Score -1.185261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93156 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -11852623.000000 Penalty: 3720.978760
	Iteration 50Q: 3 clusters Score -1.185262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93149 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -11852616.000000 Penalty: 3720.978760
	Iteration 51Q: 3 clusters Score -1.185262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93147 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -11852619.000000 Penalty: 3720.978760
	Iteration 52Q: 3 clusters Score -1.185262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93146 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -11852605.000000 Penalty: 3720.978760
	Iteration 53Q: 3 clusters Score -1.18526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93145 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -11852610.000000 Penalty: 3720.978760
	Iteration 54Q: 3 clusters Score -1.185261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93144 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -11852613.000000 Penalty: 3720.978760
	Iteration 55Q: 3 clusters Score -1.185261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93144 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -11852613.000000 Penalty: 3720.978760
	Iteration 56F: 3 clusters Score -1.185261e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Entering Unmasked Estep 
Score: -392261.750000 Penalty: 1308.083862
	Iteration 0F: 2 clusters Score -392261.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -389403.718750 Penalty: 2616.167725
	Iteration 0F: 3 clusters Score -389403.7 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -390120.375000 Penalty: 2616.167725
	Iteration 1F: 3 clusters Score -390120.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -390296.468750 Penalty: 2616.167725
	Iteration 2F: 3 clusters Score -390296.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -390398.406250 Penalty: 2616.167725
	Iteration 3F: 3 clusters Score -390398.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -390479.718750 Penalty: 2616.167725
	Iteration 4Q: 3 clusters Score -390479.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -390538.250000 Penalty: 2616.167725
	Iteration 5Q: 3 clusters Score -390538.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -390586.656250 Penalty: 2616.167725
	Iteration 6Q: 3 clusters Score -390586.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -390635.531250 Penalty: 2616.167725
	Iteration 7Q: 3 clusters Score -390635.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -390690.437500 Penalty: 2616.167725
	Iteration 8Q: 3 clusters Score -390690.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -390731.218750 Penalty: 2616.167725
	Iteration 9Q: 3 clusters Score -390731.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -390772.906250 Penalty: 2616.167725
	Iteration 10Q: 3 clusters Score -390772.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -390806.562500 Penalty: 2616.167725
	Iteration 11Q: 3 clusters Score -390806.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -390840.750000 Penalty: 2616.167725
	Iteration 12Q: 3 clusters Score -390840.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -390869.906250 Penalty: 2616.167725
	Iteration 13Q: 3 clusters Score -390869.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -390896.125000 Penalty: 2616.167725
	Iteration 14Q: 3 clusters Score -390896.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -390923.000000 Penalty: 2616.167725
	Iteration 15Q: 3 clusters Score -390923 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -390945.000000 Penalty: 2616.167725
	Iteration 16Q: 3 clusters Score -390945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -390963.500000 Penalty: 2616.167725
	Iteration 17Q: 3 clusters Score -390963.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -390979.718750 Penalty: 2616.167725
	Iteration 18Q: 3 clusters Score -390979.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -390993.531250 Penalty: 2616.167725
	Iteration 19Q: 3 clusters Score -390993.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -390999.250000 Penalty: 2616.167725
	Iteration 20F: 3 clusters Score -390999.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -391002.562500 Penalty: 2616.167725
	Iteration 21Q: 3 clusters Score -391002.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -391006.656250 Penalty: 2616.167725
	Iteration 22Q: 3 clusters Score -391006.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -391009.093750 Penalty: 2616.167725
	Iteration 23Q: 3 clusters Score -391009.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -391015.500000 Penalty: 2616.167725
	Iteration 24Q: 3 clusters Score -391015.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -391023.937500 Penalty: 2616.167725
	Iteration 25Q: 3 clusters Score -391023.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -391030.062500 Penalty: 2616.167725
	Iteration 26Q: 3 clusters Score -391030.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -391034.687500 Penalty: 2616.167725
	Iteration 27Q: 3 clusters Score -391034.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -391035.843750 Penalty: 2616.167725
	Iteration 28Q: 3 clusters Score -391035.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -391037.500000 Penalty: 2616.167725
	Iteration 29Q: 3 clusters Score -391037.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -391039.937500 Penalty: 2616.167725
	Iteration 30Q: 3 clusters Score -391039.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -391041.125000 Penalty: 2616.167725
	Iteration 31Q: 3 clusters Score -391041.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -391041.312500 Penalty: 2616.167725
	Iteration 32Q: 3 clusters Score -391041.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -391041.656250 Penalty: 2616.167725
	Iteration 33Q: 3 clusters Score -391041.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -391041.656250 Penalty: 2616.167725
	Iteration 34F: 3 clusters Score -391041.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Entering Unmasked Estep 
Score: -177140.125000 Penalty: 1186.217041
	Iteration 0F: 2 clusters Score -177140.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -175387.203125 Penalty: 2372.434082
	Iteration 0F: 3 clusters Score -175387.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -175775.843750 Penalty: 2372.434082
	Iteration 1F: 3 clusters Score -175775.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -175901.046875 Penalty: 2372.434082
	Iteration 2F: 3 clusters Score -175901 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -175988.171875 Penalty: 2372.434082
	Iteration 3F: 3 clusters Score -175988.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -176051.328125 Penalty: 2372.434082
	Iteration 4Q: 3 clusters Score -176051.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -176116.765625 Penalty: 2372.434082
	Iteration 5Q: 3 clusters Score -176116.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -176182.281250 Penalty: 2372.434082
	Iteration 6Q: 3 clusters Score -176182.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -176249.750000 Penalty: 2372.434082
	Iteration 7Q: 3 clusters Score -176249.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -176346.468750 Penalty: 2372.434082
	Iteration 8Q: 3 clusters Score -176346.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -176437.718750 Penalty: 2372.434082
	Iteration 9Q: 3 clusters Score -176437.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -176522.812500 Penalty: 2372.434082
	Iteration 10Q: 3 clusters Score -176522.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -176614.609375 Penalty: 2372.434082
	Iteration 11Q: 3 clusters Score -176614.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -176730.453125 Penalty: 2372.434082
	Iteration 12Q: 3 clusters Score -176730.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -176824.250000 Penalty: 2372.434082
	Iteration 13Q: 3 clusters Score -176824.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -176887.890625 Penalty: 2372.434082
	Iteration 14Q: 3 clusters Score -176887.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -176931.984375 Penalty: 2372.434082
	Iteration 15Q: 3 clusters Score -176932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -176959.312500 Penalty: 2372.434082
	Iteration 16Q: 3 clusters Score -176959.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -176972.031250 Penalty: 2372.434082
	Iteration 17Q: 3 clusters Score -176972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -176975.734375 Penalty: 2372.434082
	Iteration 18Q: 3 clusters Score -176975.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -176975.921875 Penalty: 2372.434082
	Iteration 19Q: 3 clusters Score -176975.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -176975.921875 Penalty: 2372.434082
	Iteration 20F: 3 clusters Score -176975.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Entering Unmasked Estep 
Score: -112482.906250 Penalty: 1136.364990
	Iteration 0F: 2 clusters Score -112482.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -111026.578125 Penalty: 2272.729980
	Iteration 0F: 3 clusters Score -111026.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -111535.609375 Penalty: 2272.729980
	Iteration 1F: 3 clusters Score -111535.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -111768.289062 Penalty: 2272.729980
	Iteration 2F: 3 clusters Score -111768.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -111941.671875 Penalty: 2272.729980
	Iteration 3F: 3 clusters Score -111941.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -112103.523438 Penalty: 2272.729980
	Iteration 4F: 3 clusters Score -112103.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -112216.109375 Penalty: 2272.729980
	Iteration 5Q: 3 clusters Score -112216.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -112296.937500 Penalty: 2272.729980
	Iteration 6Q: 3 clusters Score -112296.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -112378.859375 Penalty: 2272.729980
	Iteration 7Q: 3 clusters Score -112378.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -112445.570312 Penalty: 2272.729980
	Iteration 8Q: 3 clusters Score -112445.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -112488.289062 Penalty: 2272.729980
	Iteration 9Q: 3 clusters Score -112488.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -112546.593750 Penalty: 2272.729980
	Iteration 10Q: 3 clusters Score -112546.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -112618.695312 Penalty: 2272.729980
	Iteration 11Q: 3 clusters Score -112618.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -112654.312500 Penalty: 2272.729980
	Iteration 12Q: 3 clusters Score -112654.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -112684.562500 Penalty: 2272.729980
	Iteration 13Q: 3 clusters Score -112684.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -112696.000000 Penalty: 2272.729980
	Iteration 14Q: 3 clusters Score -112696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -112718.468750 Penalty: 2272.729980
	Iteration 15Q: 3 clusters Score -112718.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -112728.664062 Penalty: 2272.729980
	Iteration 16Q: 3 clusters Score -112728.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -112728.664062 Penalty: 2272.729980
	Iteration 17F: 3 clusters Score -112728.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21214 members 
Mstep: Class 4 contains 28003 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 6794 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 4610 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 13761 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36384 members 
Mstep: Class 14 contains 56206 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 17 contains 107508 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9735 members 
Mstep: Class 20 contains 53999 members 
Mstep: Class 21 contains 6702 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 66829 members 
Mstep: Class 24 contains 97220 members 
Mstep: Class 25 contains 68977 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102407 members 
Mstep: Class 29 contains 4746 members 
Mstep: Class 30 contains 75589 members 
Mstep: Class 31 contains 93823 members 
Mstep: Class 32 contains 3133 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 296 members 
Mstep: Class 35 contains 9530 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2248 members 
Mstep: Class 39 contains 475 members 
Mstep: Class 40 contains 7071 members 
Mstep: Class 41 contains 793 members 
Entering Unmasked Estep 
Score: -111774032.000000 Penalty: 91479.007812
Splitting cluster 34 changes total score from -111774544.000000 to -111774032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (9530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Entering Unmasked Estep 
Score: -1180748.000000 Penalty: 1488.857544
	Iteration 0F: 2 clusters Score -1180748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1173912.375000 Penalty: 2977.715088
	Iteration 0F: 3 clusters Score -1173912 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1176290.875000 Penalty: 2977.715088
	Iteration 1F: 3 clusters Score -1176291 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1176789.125000 Penalty: 2977.715088
	Iteration 2F: 3 clusters Score -1176789 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1177305.125000 Penalty: 2977.715088
	Iteration 3F: 3 clusters Score -1177305 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1177743.750000 Penalty: 2977.715088
	Iteration 4F: 3 clusters Score -1177744 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1178099.625000 Penalty: 2977.715088
	Iteration 5F: 3 clusters Score -1178100 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1178352.375000 Penalty: 2977.715088
	Iteration 6Q: 3 clusters Score -1178352 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1178564.500000 Penalty: 2977.715088
	Iteration 7Q: 3 clusters Score -1178564 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1178728.125000 Penalty: 2977.715088
	Iteration 8Q: 3 clusters Score -1178728 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1178848.875000 Penalty: 2977.715088
	Iteration 9Q: 3 clusters Score -1178849 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1178924.750000 Penalty: 2977.715088
	Iteration 10Q: 3 clusters Score -1178925 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1178978.500000 Penalty: 2977.715088
	Iteration 11Q: 3 clusters Score -1178978 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1179017.750000 Penalty: 2977.715088
	Iteration 12Q: 3 clusters Score -1179018 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1179046.125000 Penalty: 2977.715088
	Iteration 13Q: 3 clusters Score -1179046 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1179067.625000 Penalty: 2977.715088
	Iteration 14Q: 3 clusters Score -1179068 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1179095.375000 Penalty: 2977.715088
	Iteration 15Q: 3 clusters Score -1179095 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1179115.000000 Penalty: 2977.715088
	Iteration 16Q: 3 clusters Score -1179115 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1179139.125000 Penalty: 2977.715088
	Iteration 17Q: 3 clusters Score -1179139 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1179172.250000 Penalty: 2977.715088
	Iteration 18Q: 3 clusters Score -1179172 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1179201.250000 Penalty: 2977.715088
	Iteration 19Q: 3 clusters Score -1179201 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1179246.875000 Penalty: 2977.715088
	Iteration 20F: 3 clusters Score -1179247 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1179284.125000 Penalty: 2977.715088
	Iteration 21Q: 3 clusters Score -1179284 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1179321.250000 Penalty: 2977.715088
	Iteration 22Q: 3 clusters Score -1179321 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1179345.000000 Penalty: 2977.715088
	Iteration 23Q: 3 clusters Score -1179345 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1179359.375000 Penalty: 2977.715088
	Iteration 24Q: 3 clusters Score -1179359 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1179372.750000 Penalty: 2977.715088
	Iteration 25Q: 3 clusters Score -1179373 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1179386.000000 Penalty: 2977.715088
	Iteration 26Q: 3 clusters Score -1179386 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1179392.625000 Penalty: 2977.715088
	Iteration 27Q: 3 clusters Score -1179393 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1179406.625000 Penalty: 2977.715088
	Iteration 28Q: 3 clusters Score -1179407 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1179414.000000 Penalty: 2977.715088
	Iteration 29Q: 3 clusters Score -1179414 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1179422.625000 Penalty: 2977.715088
	Iteration 30Q: 3 clusters Score -1179423 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1179429.875000 Penalty: 2977.715088
	Iteration 31Q: 3 clusters Score -1179430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1179436.250000 Penalty: 2977.715088
	Iteration 32Q: 3 clusters Score -1179436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1179445.750000 Penalty: 2977.715088
	Iteration 33Q: 3 clusters Score -1179446 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1179453.000000 Penalty: 2977.715088
	Iteration 34Q: 3 clusters Score -1179453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1179460.375000 Penalty: 2977.715088
	Iteration 35Q: 3 clusters Score -1179460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1179465.375000 Penalty: 2977.715088
	Iteration 36Q: 3 clusters Score -1179465 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1179475.250000 Penalty: 2977.715088
	Iteration 37Q: 3 clusters Score -1179475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1179481.750000 Penalty: 2977.715088
	Iteration 38Q: 3 clusters Score -1179482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1179486.875000 Penalty: 2977.715088
	Iteration 39Q: 3 clusters Score -1179487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1179490.250000 Penalty: 2977.715088
	Iteration 40F: 3 clusters Score -1179490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1179493.125000 Penalty: 2977.715088
	Iteration 41Q: 3 clusters Score -1179493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1179495.500000 Penalty: 2977.715088
	Iteration 42Q: 3 clusters Score -1179496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1179496.375000 Penalty: 2977.715088
	Iteration 43Q: 3 clusters Score -1179496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1179498.250000 Penalty: 2977.715088
	Iteration 44Q: 3 clusters Score -1179498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1179499.125000 Penalty: 2977.715088
	Iteration 45Q: 3 clusters Score -1179499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1179500.250000 Penalty: 2977.715088
	Iteration 46Q: 3 clusters Score -1179500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1179502.125000 Penalty: 2977.715088
	Iteration 47Q: 3 clusters Score -1179502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1179504.000000 Penalty: 2977.715088
	Iteration 48Q: 3 clusters Score -1179504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1179505.750000 Penalty: 2977.715088
	Iteration 49Q: 3 clusters Score -1179506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1179508.500000 Penalty: 2977.715088
	Iteration 50Q: 3 clusters Score -1179508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1179510.000000 Penalty: 2977.715088
	Iteration 51Q: 3 clusters Score -1179510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1179513.500000 Penalty: 2977.715088
	Iteration 52Q: 3 clusters Score -1179514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1179518.000000 Penalty: 2977.715088
	Iteration 53Q: 3 clusters Score -1179518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1179521.000000 Penalty: 2977.715088
	Iteration 54Q: 3 clusters Score -1179521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1179524.500000 Penalty: 2977.715088
	Iteration 55Q: 3 clusters Score -1179524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1179525.875000 Penalty: 2977.715088
	Iteration 56Q: 3 clusters Score -1179526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1179527.750000 Penalty: 2977.715088
	Iteration 57Q: 3 clusters Score -1179528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1179527.875000 Penalty: 2977.715088
	Iteration 58Q: 3 clusters Score -1179528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1179529.750000 Penalty: 2977.715088
	Iteration 59Q: 3 clusters Score -1179530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1179531.500000 Penalty: 2977.715088
	Iteration 60F: 3 clusters Score -1179532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1179532.750000 Penalty: 2977.715088
	Iteration 61Q: 3 clusters Score -1179533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1179533.750000 Penalty: 2977.715088
	Iteration 62Q: 3 clusters Score -1179534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1179537.875000 Penalty: 2977.715088
	Iteration 63Q: 3 clusters Score -1179538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1179540.125000 Penalty: 2977.715088
	Iteration 64Q: 3 clusters Score -1179540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1179542.000000 Penalty: 2977.715088
	Iteration 65Q: 3 clusters Score -1179542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1179544.000000 Penalty: 2977.715088
	Iteration 66Q: 3 clusters Score -1179544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1179546.375000 Penalty: 2977.715088
	Iteration 67Q: 3 clusters Score -1179546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1179553.500000 Penalty: 2977.715088
	Iteration 68Q: 3 clusters Score -1179554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1179558.375000 Penalty: 2977.715088
	Iteration 69Q: 3 clusters Score -1179558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1179565.500000 Penalty: 2977.715088
	Iteration 70Q: 3 clusters Score -1179566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1179569.875000 Penalty: 2977.715088
	Iteration 71Q: 3 clusters Score -1179570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1179575.625000 Penalty: 2977.715088
	Iteration 72Q: 3 clusters Score -1179576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1179579.875000 Penalty: 2977.715088
	Iteration 73Q: 3 clusters Score -1179580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1179588.875000 Penalty: 2977.715088
	Iteration 74Q: 3 clusters Score -1179589 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1179595.500000 Penalty: 2977.715088
	Iteration 75Q: 3 clusters Score -1179596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1179600.625000 Penalty: 2977.715088
	Iteration 76Q: 3 clusters Score -1179601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1179602.750000 Penalty: 2977.715088
	Iteration 77Q: 3 clusters Score -1179603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1179608.125000 Penalty: 2977.715088
	Iteration 78Q: 3 clusters Score -1179608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1179618.000000 Penalty: 2977.715088
	Iteration 79Q: 3 clusters Score -1179618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1179621.375000 Penalty: 2977.715088
	Iteration 80F: 3 clusters Score -1179621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1179627.000000 Penalty: 2977.715088
	Iteration 81Q: 3 clusters Score -1179627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1179632.125000 Penalty: 2977.715088
	Iteration 82Q: 3 clusters Score -1179632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1179635.625000 Penalty: 2977.715088
	Iteration 83Q: 3 clusters Score -1179636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1179641.375000 Penalty: 2977.715088
	Iteration 84Q: 3 clusters Score -1179641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1179643.000000 Penalty: 2977.715088
	Iteration 85Q: 3 clusters Score -1179643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1179643.625000 Penalty: 2977.715088
	Iteration 86Q: 3 clusters Score -1179644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1179644.000000 Penalty: 2977.715088
	Iteration 87Q: 3 clusters Score -1179644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1179646.625000 Penalty: 2977.715088
	Iteration 88Q: 3 clusters Score -1179647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1179647.125000 Penalty: 2977.715088
	Iteration 89Q: 3 clusters Score -1179647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1179649.125000 Penalty: 2977.715088
	Iteration 90Q: 3 clusters Score -1179649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1179649.500000 Penalty: 2977.715088
	Iteration 91Q: 3 clusters Score -1179650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1179652.250000 Penalty: 2977.715088
	Iteration 92Q: 3 clusters Score -1179652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1179652.000000 Penalty: 2977.715088
	Iteration 93Q: 3 clusters Score -1179652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1179654.125000 Penalty: 2977.715088
	Iteration 94Q: 3 clusters Score -1179654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1179654.250000 Penalty: 2977.715088
	Iteration 95Q: 3 clusters Score -1179654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1179654.250000 Penalty: 2977.715088
	Iteration 96F: 3 clusters Score -1179654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -127045.125000 Penalty: 1148.023438
	Iteration 0F: 2 clusters Score -127045.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -125521.890625 Penalty: 2296.046875
	Iteration 0F: 3 clusters Score -125521.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -125872.406250 Penalty: 2296.046875
	Iteration 1F: 3 clusters Score -125872.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -126001.007812 Penalty: 2296.046875
	Iteration 2F: 3 clusters Score -126001 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -126124.343750 Penalty: 2296.046875
	Iteration 3F: 3 clusters Score -126124.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -126230.046875 Penalty: 2296.046875
	Iteration 4F: 3 clusters Score -126230 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -126321.250000 Penalty: 2296.046875
	Iteration 5Q: 3 clusters Score -126321.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -126378.507812 Penalty: 2296.046875
	Iteration 6Q: 3 clusters Score -126378.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -126424.273438 Penalty: 2296.046875
	Iteration 7Q: 3 clusters Score -126424.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -126483.765625 Penalty: 2296.046875
	Iteration 8Q: 3 clusters Score -126483.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -126523.343750 Penalty: 2296.046875
	Iteration 9Q: 3 clusters Score -126523.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -126547.554688 Penalty: 2296.046875
	Iteration 10Q: 3 clusters Score -126547.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -126554.710938 Penalty: 2296.046875
	Iteration 11Q: 3 clusters Score -126554.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -126558.664062 Penalty: 2296.046875
	Iteration 12Q: 3 clusters Score -126558.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -126559.804688 Penalty: 2296.046875
	Iteration 13Q: 3 clusters Score -126559.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -126559.804688 Penalty: 2296.046875
	Iteration 14F: 3 clusters Score -126559.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -11215.750977 Penalty: 957.392151
	Iteration 0F: 2 clusters Score -11215.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -10436.001953 Penalty: 1914.784302
	Iteration 0F: 3 clusters Score -10436 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10899.897461 Penalty: 1914.784302
	Iteration 1F: 3 clusters Score -10899.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11114.599609 Penalty: 1914.784302
	Iteration 2F: 3 clusters Score -11114.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11279.037109 Penalty: 1914.784302
	Iteration 3Q: 3 clusters Score -11279.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11447.673828 Penalty: 1914.784302
	Iteration 4Q: 3 clusters Score -11447.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11552.489258 Penalty: 1914.784302
	Iteration 5Q: 3 clusters Score -11552.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11597.362305 Penalty: 1914.784302
	Iteration 6Q: 3 clusters Score -11597.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11637.116211 Penalty: 1914.784302
	Iteration 7Q: 3 clusters Score -11637.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11670.008789 Penalty: 1914.784302
	Iteration 8Q: 3 clusters Score -11670.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11705.683594 Penalty: 1914.784302
	Iteration 9Q: 3 clusters Score -11705.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11739.433594 Penalty: 1914.784302
	Iteration 10Q: 3 clusters Score -11739.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11754.777344 Penalty: 1914.784302
	Iteration 11Q: 3 clusters Score -11754.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11762.382812 Penalty: 1914.784302
	Iteration 12Q: 3 clusters Score -11762.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11768.467773 Penalty: 1914.784302
	Iteration 13F: 3 clusters Score -11768.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11781.447266 Penalty: 1914.784302
	Iteration 14Q: 3 clusters Score -11781.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -11784.999023 Penalty: 1914.784302
	Iteration 15Q: 3 clusters Score -11785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -11784.999023 Penalty: 1914.784302
	Iteration 16F: 3 clusters Score -11785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21214 members 
Mstep: Class 4 contains 28003 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 6794 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 4610 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 13761 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36384 members 
Mstep: Class 14 contains 56206 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 17 contains 107508 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9735 members 
Mstep: Class 20 contains 53999 members 
Mstep: Class 21 contains 6702 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 66829 members 
Mstep: Class 24 contains 97220 members 
Mstep: Class 25 contains 68977 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102407 members 
Mstep: Class 29 contains 4746 members 
Mstep: Class 30 contains 75589 members 
Mstep: Class 31 contains 93823 members 
Mstep: Class 32 contains 3133 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1089 members 
Mstep: Class 35 contains 9530 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 205 members 
Mstep: Class 38 contains 2248 members 
Mstep: Class 39 contains 475 members 
Mstep: Class 40 contains 7071 members 
Mstep: Class 41 contains 157 members 
Entering Unmasked Estep 
Score: -111774336.000000 Penalty: 91479.007812
Splitting cluster 37 changes total score from -111774544.000000 to -111774336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (2248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Entering Unmasked Estep 
Score: -276244.843750 Penalty: 1254.141846
	Iteration 0F: 2 clusters Score -276244.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -273984.750000 Penalty: 2508.283691
	Iteration 0F: 3 clusters Score -273984.8 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -274474.937500 Penalty: 2508.283691
	Iteration 1F: 3 clusters Score -274474.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -274627.718750 Penalty: 2508.283691
	Iteration 2F: 3 clusters Score -274627.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -274772.218750 Penalty: 2508.283691
	Iteration 3F: 3 clusters Score -274772.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -274891.843750 Penalty: 2508.283691
	Iteration 4F: 3 clusters Score -274891.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -274980.468750 Penalty: 2508.283691
	Iteration 5Q: 3 clusters Score -274980.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -275055.000000 Penalty: 2508.283691
	Iteration 6Q: 3 clusters Score -275055 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -275129.968750 Penalty: 2508.283691
	Iteration 7Q: 3 clusters Score -275130 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -275211.937500 Penalty: 2508.283691
	Iteration 8Q: 3 clusters Score -275211.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -275262.781250 Penalty: 2508.283691
	Iteration 9Q: 3 clusters Score -275262.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -275313.187500 Penalty: 2508.283691
	Iteration 10Q: 3 clusters Score -275313.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -275346.687500 Penalty: 2508.283691
	Iteration 11Q: 3 clusters Score -275346.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -275371.312500 Penalty: 2508.283691
	Iteration 12Q: 3 clusters Score -275371.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -275398.250000 Penalty: 2508.283691
	Iteration 13Q: 3 clusters Score -275398.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -275428.843750 Penalty: 2508.283691
	Iteration 14Q: 3 clusters Score -275428.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -275466.062500 Penalty: 2508.283691
	Iteration 15Q: 3 clusters Score -275466.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -275496.187500 Penalty: 2508.283691
	Iteration 16Q: 3 clusters Score -275496.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -275525.187500 Penalty: 2508.283691
	Iteration 17Q: 3 clusters Score -275525.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -275551.625000 Penalty: 2508.283691
	Iteration 18Q: 3 clusters Score -275551.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -275578.312500 Penalty: 2508.283691
	Iteration 19Q: 3 clusters Score -275578.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -275598.187500 Penalty: 2508.283691
	Iteration 20F: 3 clusters Score -275598.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -275611.187500 Penalty: 2508.283691
	Iteration 21Q: 3 clusters Score -275611.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -275621.125000 Penalty: 2508.283691
	Iteration 22Q: 3 clusters Score -275621.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -275631.656250 Penalty: 2508.283691
	Iteration 23Q: 3 clusters Score -275631.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -275636.000000 Penalty: 2508.283691
	Iteration 24Q: 3 clusters Score -275636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -275641.218750 Penalty: 2508.283691
	Iteration 25Q: 3 clusters Score -275641.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -275644.781250 Penalty: 2508.283691
	Iteration 26Q: 3 clusters Score -275644.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -275655.031250 Penalty: 2508.283691
	Iteration 27Q: 3 clusters Score -275655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -275673.093750 Penalty: 2508.283691
	Iteration 28Q: 3 clusters Score -275673.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -275690.156250 Penalty: 2508.283691
	Iteration 29Q: 3 clusters Score -275690.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -275711.156250 Penalty: 2508.283691
	Iteration 30Q: 3 clusters Score -275711.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -275762.562500 Penalty: 2508.283691
	Iteration 31Q: 3 clusters Score -275762.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -275816.562500 Penalty: 2508.283691
	Iteration 32Q: 3 clusters Score -275816.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -275848.593750 Penalty: 2508.283691
	Iteration 33Q: 3 clusters Score -275848.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -275854.468750 Penalty: 2508.283691
	Iteration 34Q: 3 clusters Score -275854.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -275861.750000 Penalty: 2508.283691
	Iteration 35Q: 3 clusters Score -275861.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -275862.687500 Penalty: 2508.283691
	Iteration 36Q: 3 clusters Score -275862.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -275862.687500 Penalty: 2508.283691
	Iteration 37F: 3 clusters Score -275862.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -54566.425781 Penalty: 1001.538635
	Iteration 0F: 2 clusters Score -54566.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -53597.578125 Penalty: 2003.077271
	Iteration 0F: 3 clusters Score -53597.58 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -53875.480469 Penalty: 2003.077271
	Iteration 1F: 3 clusters Score -53875.48 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -54049.359375 Penalty: 2003.077271
	Iteration 2F: 3 clusters Score -54049.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -54102.550781 Penalty: 2003.077271
	Iteration 3Q: 3 clusters Score -54102.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -54138.960938 Penalty: 2003.077271
	Iteration 4Q: 3 clusters Score -54138.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -54175.207031 Penalty: 2003.077271
	Iteration 5Q: 3 clusters Score -54175.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -54193.785156 Penalty: 2003.077271
	Iteration 6Q: 3 clusters Score -54193.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -54201.609375 Penalty: 2003.077271
	Iteration 7Q: 3 clusters Score -54201.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -54221.917969 Penalty: 2003.077271
	Iteration 8Q: 3 clusters Score -54221.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -54231.144531 Penalty: 2003.077271
	Iteration 9Q: 3 clusters Score -54231.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -54233.597656 Penalty: 2003.077271
	Iteration 10Q: 3 clusters Score -54233.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -54233.597656 Penalty: 2003.077271
	Iteration 11F: 3 clusters Score -54233.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21214 members 
Mstep: Class 4 contains 28003 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 6794 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 4610 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 13761 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36384 members 
Mstep: Class 14 contains 56206 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 17 contains 107508 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9735 members 
Mstep: Class 20 contains 53999 members 
Mstep: Class 21 contains 6702 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 66829 members 
Mstep: Class 24 contains 97220 members 
Mstep: Class 25 contains 68977 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102407 members 
Mstep: Class 29 contains 4746 members 
Mstep: Class 30 contains 75589 members 
Mstep: Class 31 contains 93823 members 
Mstep: Class 32 contains 3133 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1089 members 
Mstep: Class 35 contains 9530 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2248 members 
Mstep: Class 39 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775568.000000 Penalty: 89247.812500
Iteration 399Q: 41 clusters Score -1.117756e+08 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21206 members 
Mstep: Class 4 contains 28031 members 
Mstep: Class 5 contains 9966 members 
Mstep: Class 6 contains 6804 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 4612 members 
Mstep: Class 10 contains 1413 members 
Mstep: Class 11 contains 13761 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36369 members 
Mstep: Class 14 contains 56214 members 
Mstep: Class 15 contains 9318 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 107500 members 
Mstep: Class 18 contains 3519 members 
Mstep: Class 19 contains 9746 members 
Mstep: Class 20 contains 54019 members 
Mstep: Class 21 contains 6703 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 66665 members 
Mstep: Class 24 contains 97204 members 
Mstep: Class 25 contains 68932 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102426 members 
Mstep: Class 29 contains 4746 members 
Mstep: Class 30 contains 75707 members 
Mstep: Class 31 contains 93854 members 
Mstep: Class 32 contains 3134 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 1089 members 
Mstep: Class 35 contains 9538 members 
Mstep: Class 36 contains 1173 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2257 members 
Mstep: Class 39 contains 475 members 
Mstep: Class 40 contains 6656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775576.000000 Penalty: 89247.812500
Iteration 400F: 41 clusters Score -1.117756e+08 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21196 members 
Mstep: Class 4 contains 28063 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 6804 members 
Mstep: Class 7 contains 948 members 
Mstep: Class 8 contains 4962 members 
Mstep: Class 9 contains 4616 members 
Mstep: Class 10 contains 1418 members 
Mstep: Class 11 contains 13763 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36363 members 
Mstep: Class 14 contains 56217 members 
Mstep: Class 15 contains 9333 members 
Mstep: Class 16 contains 2225 members 
Mstep: Class 17 contains 107479 members 
Mstep: Class 18 contains 3515 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 54034 members 
Mstep: Class 21 contains 6702 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 66529 members 
Mstep: Class 24 contains 97199 members 
Mstep: Class 25 contains 68909 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102418 members 
Mstep: Class 29 contains 4746 members 
Mstep: Class 30 contains 75711 members 
Mstep: Class 31 contains 93888 members 
Mstep: Class 32 contains 3132 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 1084 members 
Mstep: Class 35 contains 9553 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 474 members 
Mstep: Class 40 contains 6631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775808.000000 Penalty: 89247.812500
Iteration 401Q: 41 clusters Score -1.117758e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21188 members 
Mstep: Class 4 contains 28089 members 
Mstep: Class 5 contains 9948 members 
Mstep: Class 6 contains 6807 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 8 contains 4963 members 
Mstep: Class 9 contains 4619 members 
Mstep: Class 10 contains 1418 members 
Mstep: Class 11 contains 13766 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36354 members 
Mstep: Class 14 contains 56222 members 
Mstep: Class 15 contains 9338 members 
Mstep: Class 16 contains 2299 members 
Mstep: Class 17 contains 107472 members 
Mstep: Class 18 contains 3513 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 54061 members 
Mstep: Class 21 contains 6699 members 
Mstep: Class 22 contains 629 members 
Mstep: Class 23 contains 66425 members 
Mstep: Class 24 contains 97227 members 
Mstep: Class 25 contains 68902 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102419 members 
Mstep: Class 29 contains 4746 members 
Mstep: Class 30 contains 75687 members 
Mstep: Class 31 contains 93898 members 
Mstep: Class 32 contains 3132 members 
Mstep: Class 33 contains 1455 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9560 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2259 members 
Mstep: Class 39 contains 474 members 
Mstep: Class 40 contains 6616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775640.000000 Penalty: 89247.812500
Iteration 402Q: 41 clusters Score -1.117756e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21189 members 
Mstep: Class 4 contains 28125 members 
Mstep: Class 5 contains 9939 members 
Mstep: Class 6 contains 6809 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4969 members 
Mstep: Class 9 contains 4623 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13763 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36344 members 
Mstep: Class 14 contains 56221 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 2345 members 
Mstep: Class 17 contains 107473 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 9735 members 
Mstep: Class 20 contains 54076 members 
Mstep: Class 21 contains 6699 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 66328 members 
Mstep: Class 24 contains 97257 members 
Mstep: Class 25 contains 68882 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102436 members 
Mstep: Class 29 contains 4746 members 
Mstep: Class 30 contains 75640 members 
Mstep: Class 31 contains 93932 members 
Mstep: Class 32 contains 3134 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9554 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 475 members 
Mstep: Class 40 contains 6612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775840.000000 Penalty: 89247.812500
Iteration 403Q: 41 clusters Score -1.117758e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21183 members 
Mstep: Class 4 contains 28165 members 
Mstep: Class 5 contains 9930 members 
Mstep: Class 6 contains 6809 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 4625 members 
Mstep: Class 10 contains 1419 members 
Mstep: Class 11 contains 13761 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36341 members 
Mstep: Class 14 contains 56219 members 
Mstep: Class 15 contains 9344 members 
Mstep: Class 16 contains 2372 members 
Mstep: Class 17 contains 107488 members 
Mstep: Class 18 contains 3515 members 
Mstep: Class 19 contains 9736 members 
Mstep: Class 20 contains 54093 members 
Mstep: Class 21 contains 6701 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 66214 members 
Mstep: Class 24 contains 97285 members 
Mstep: Class 25 contains 68859 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102432 members 
Mstep: Class 29 contains 4746 members 
Mstep: Class 30 contains 75629 members 
Mstep: Class 31 contains 93963 members 
Mstep: Class 32 contains 3136 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9557 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2262 members 
Mstep: Class 39 contains 475 members 
Mstep: Class 40 contains 6609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776064.000000 Penalty: 89247.812500
Iteration 404Q: 41 clusters Score -1.117761e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21179 members 
Mstep: Class 4 contains 28205 members 
Mstep: Class 5 contains 9929 members 
Mstep: Class 6 contains 6807 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4972 members 
Mstep: Class 9 contains 4629 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 13759 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36341 members 
Mstep: Class 14 contains 56222 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 2391 members 
Mstep: Class 17 contains 107475 members 
Mstep: Class 18 contains 3515 members 
Mstep: Class 19 contains 9735 members 
Mstep: Class 20 contains 54119 members 
Mstep: Class 21 contains 6701 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 66121 members 
Mstep: Class 24 contains 97309 members 
Mstep: Class 25 contains 68833 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102439 members 
Mstep: Class 29 contains 4745 members 
Mstep: Class 30 contains 75623 members 
Mstep: Class 31 contains 93977 members 
Mstep: Class 32 contains 3138 members 
Mstep: Class 33 contains 1454 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9560 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2264 members 
Mstep: Class 39 contains 475 members 
Mstep: Class 40 contains 6613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776120.000000 Penalty: 89247.812500
Iteration 405Q: 41 clusters Score -1.117761e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21172 members 
Mstep: Class 4 contains 28243 members 
Mstep: Class 5 contains 9931 members 
Mstep: Class 6 contains 6801 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4981 members 
Mstep: Class 9 contains 4630 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 13758 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36346 members 
Mstep: Class 14 contains 56236 members 
Mstep: Class 15 contains 9346 members 
Mstep: Class 16 contains 2404 members 
Mstep: Class 17 contains 107453 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 9736 members 
Mstep: Class 20 contains 54147 members 
Mstep: Class 21 contains 6700 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 66046 members 
Mstep: Class 24 contains 97318 members 
Mstep: Class 25 contains 68818 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102451 members 
Mstep: Class 29 contains 4743 members 
Mstep: Class 30 contains 75619 members 
Mstep: Class 31 contains 93976 members 
Mstep: Class 32 contains 3140 members 
Mstep: Class 33 contains 1454 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9561 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2265 members 
Mstep: Class 39 contains 475 members 
Mstep: Class 40 contains 6611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776184.000000 Penalty: 89247.812500
Iteration 406Q: 41 clusters Score -1.117762e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21164 members 
Mstep: Class 4 contains 28268 members 
Mstep: Class 5 contains 9931 members 
Mstep: Class 6 contains 6801 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4987 members 
Mstep: Class 9 contains 4629 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 13758 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36342 members 
Mstep: Class 14 contains 56250 members 
Mstep: Class 15 contains 9346 members 
Mstep: Class 16 contains 2416 members 
Mstep: Class 17 contains 107443 members 
Mstep: Class 18 contains 3515 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 54189 members 
Mstep: Class 21 contains 6700 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 65974 members 
Mstep: Class 24 contains 97337 members 
Mstep: Class 25 contains 68804 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102449 members 
Mstep: Class 29 contains 4742 members 
Mstep: Class 30 contains 75617 members 
Mstep: Class 31 contains 93973 members 
Mstep: Class 32 contains 3141 members 
Mstep: Class 33 contains 1455 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9563 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2267 members 
Mstep: Class 39 contains 475 members 
Mstep: Class 40 contains 6607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776008.000000 Penalty: 89247.812500
Iteration 407Q: 41 clusters Score -1.11776e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21160 members 
Mstep: Class 4 contains 28287 members 
Mstep: Class 5 contains 9935 members 
Mstep: Class 6 contains 6800 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4989 members 
Mstep: Class 9 contains 4631 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 13755 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36343 members 
Mstep: Class 14 contains 56262 members 
Mstep: Class 15 contains 9346 members 
Mstep: Class 16 contains 2425 members 
Mstep: Class 17 contains 107469 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 9738 members 
Mstep: Class 20 contains 54226 members 
Mstep: Class 21 contains 6700 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 65897 members 
Mstep: Class 24 contains 97330 members 
Mstep: Class 25 contains 68775 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102473 members 
Mstep: Class 29 contains 4740 members 
Mstep: Class 30 contains 75602 members 
Mstep: Class 31 contains 93977 members 
Mstep: Class 32 contains 3141 members 
Mstep: Class 33 contains 1455 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9565 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2267 members 
Mstep: Class 39 contains 475 members 
Mstep: Class 40 contains 6603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776104.000000 Penalty: 89247.812500
Iteration 408Q: 41 clusters Score -1.117761e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21158 members 
Mstep: Class 4 contains 28302 members 
Mstep: Class 5 contains 9930 members 
Mstep: Class 6 contains 6797 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4989 members 
Mstep: Class 9 contains 4634 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 13755 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36343 members 
Mstep: Class 14 contains 56278 members 
Mstep: Class 15 contains 9346 members 
Mstep: Class 16 contains 2430 members 
Mstep: Class 17 contains 107490 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9736 members 
Mstep: Class 20 contains 54266 members 
Mstep: Class 21 contains 6698 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 65839 members 
Mstep: Class 24 contains 97327 members 
Mstep: Class 25 contains 68745 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102479 members 
Mstep: Class 29 contains 4737 members 
Mstep: Class 30 contains 75595 members 
Mstep: Class 31 contains 93987 members 
Mstep: Class 32 contains 3141 members 
Mstep: Class 33 contains 1454 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9566 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2267 members 
Mstep: Class 39 contains 475 members 
Mstep: Class 40 contains 6602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776128.000000 Penalty: 89247.812500
Iteration 409Q: 41 clusters Score -1.117761e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21159 members 
Mstep: Class 4 contains 28316 members 
Mstep: Class 5 contains 9928 members 
Mstep: Class 6 contains 6796 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4990 members 
Mstep: Class 9 contains 4633 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 11 contains 13755 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36332 members 
Mstep: Class 14 contains 56283 members 
Mstep: Class 15 contains 9347 members 
Mstep: Class 16 contains 2435 members 
Mstep: Class 17 contains 107500 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 54301 members 
Mstep: Class 21 contains 6698 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 65779 members 
Mstep: Class 24 contains 97343 members 
Mstep: Class 25 contains 68719 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102491 members 
Mstep: Class 29 contains 4737 members 
Mstep: Class 30 contains 75603 members 
Mstep: Class 31 contains 93981 members 
Mstep: Class 32 contains 3141 members 
Mstep: Class 33 contains 1454 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9564 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2267 members 
Mstep: Class 39 contains 475 members 
Mstep: Class 40 contains 6603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776128.000000 Penalty: 89247.812500
Iteration 410Q: 41 clusters Score -1.117761e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21154 members 
Mstep: Class 4 contains 28338 members 
Mstep: Class 5 contains 9930 members 
Mstep: Class 6 contains 6797 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4991 members 
Mstep: Class 9 contains 4633 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 11 contains 13757 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36319 members 
Mstep: Class 14 contains 56289 members 
Mstep: Class 15 contains 9348 members 
Mstep: Class 16 contains 2444 members 
Mstep: Class 17 contains 107490 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 54346 members 
Mstep: Class 21 contains 6699 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 65727 members 
Mstep: Class 24 contains 97372 members 
Mstep: Class 25 contains 68696 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102491 members 
Mstep: Class 29 contains 4737 members 
Mstep: Class 30 contains 75599 members 
Mstep: Class 31 contains 93967 members 
Mstep: Class 32 contains 3141 members 
Mstep: Class 33 contains 1454 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9567 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2267 members 
Mstep: Class 39 contains 475 members 
Mstep: Class 40 contains 6602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776104.000000 Penalty: 89247.812500
Iteration 411Q: 41 clusters Score -1.117761e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21152 members 
Mstep: Class 4 contains 28360 members 
Mstep: Class 5 contains 9930 members 
Mstep: Class 6 contains 6797 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4994 members 
Mstep: Class 9 contains 4633 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 11 contains 13756 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36321 members 
Mstep: Class 14 contains 56303 members 
Mstep: Class 15 contains 9351 members 
Mstep: Class 16 contains 2451 members 
Mstep: Class 17 contains 107489 members 
Mstep: Class 18 contains 3519 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 54402 members 
Mstep: Class 21 contains 6699 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 65674 members 
Mstep: Class 24 contains 97386 members 
Mstep: Class 25 contains 68679 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102490 members 
Mstep: Class 29 contains 4736 members 
Mstep: Class 30 contains 75599 members 
Mstep: Class 31 contains 93920 members 
Mstep: Class 32 contains 3141 members 
Mstep: Class 33 contains 1454 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 476 members 
Mstep: Class 40 contains 6600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775888.000000 Penalty: 89247.812500
Iteration 412Q: 41 clusters Score -1.117759e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21151 members 
Mstep: Class 4 contains 28386 members 
Mstep: Class 5 contains 9940 members 
Mstep: Class 6 contains 6797 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4998 members 
Mstep: Class 9 contains 4634 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 13756 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36320 members 
Mstep: Class 14 contains 56311 members 
Mstep: Class 15 contains 9351 members 
Mstep: Class 16 contains 2454 members 
Mstep: Class 17 contains 107503 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 54431 members 
Mstep: Class 21 contains 6699 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 65615 members 
Mstep: Class 24 contains 97404 members 
Mstep: Class 25 contains 68669 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102478 members 
Mstep: Class 29 contains 4737 members 
Mstep: Class 30 contains 75602 members 
Mstep: Class 31 contains 93883 members 
Mstep: Class 32 contains 3142 members 
Mstep: Class 33 contains 1454 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9570 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 476 members 
Mstep: Class 40 contains 6603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775856.000000 Penalty: 89247.812500
Iteration 413Q: 41 clusters Score -1.117759e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21148 members 
Mstep: Class 4 contains 28414 members 
Mstep: Class 5 contains 9936 members 
Mstep: Class 6 contains 6798 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4998 members 
Mstep: Class 9 contains 4634 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 13757 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36320 members 
Mstep: Class 14 contains 56325 members 
Mstep: Class 15 contains 9351 members 
Mstep: Class 16 contains 2459 members 
Mstep: Class 17 contains 107523 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 54457 members 
Mstep: Class 21 contains 6698 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 65559 members 
Mstep: Class 24 contains 97403 members 
Mstep: Class 25 contains 68654 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102468 members 
Mstep: Class 29 contains 4737 members 
Mstep: Class 30 contains 75604 members 
Mstep: Class 31 contains 93875 members 
Mstep: Class 32 contains 3143 members 
Mstep: Class 33 contains 1454 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9568 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 476 members 
Mstep: Class 40 contains 6606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775896.000000 Penalty: 89247.812500
Iteration 414Q: 41 clusters Score -1.117759e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21146 members 
Mstep: Class 4 contains 28447 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 6797 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4998 members 
Mstep: Class 9 contains 4634 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 13758 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36322 members 
Mstep: Class 14 contains 56337 members 
Mstep: Class 15 contains 9352 members 
Mstep: Class 16 contains 2462 members 
Mstep: Class 17 contains 107523 members 
Mstep: Class 18 contains 3519 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 54491 members 
Mstep: Class 21 contains 6699 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 65509 members 
Mstep: Class 24 contains 97401 members 
Mstep: Class 25 contains 68639 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102472 members 
Mstep: Class 29 contains 4737 members 
Mstep: Class 30 contains 75590 members 
Mstep: Class 31 contains 93867 members 
Mstep: Class 32 contains 3145 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9567 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 476 members 
Mstep: Class 40 contains 6609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775920.000000 Penalty: 89247.812500
Iteration 415Q: 41 clusters Score -1.117759e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21141 members 
Mstep: Class 4 contains 28478 members 
Mstep: Class 5 contains 9930 members 
Mstep: Class 6 contains 6798 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 4999 members 
Mstep: Class 9 contains 4634 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 11 contains 13760 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36323 members 
Mstep: Class 14 contains 56354 members 
Mstep: Class 15 contains 9352 members 
Mstep: Class 16 contains 2465 members 
Mstep: Class 17 contains 107538 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 54551 members 
Mstep: Class 21 contains 6699 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 65461 members 
Mstep: Class 24 contains 97381 members 
Mstep: Class 25 contains 68614 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102477 members 
Mstep: Class 29 contains 4736 members 
Mstep: Class 30 contains 75576 members 
Mstep: Class 31 contains 93847 members 
Mstep: Class 32 contains 3147 members 
Mstep: Class 33 contains 1454 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9567 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 476 members 
Mstep: Class 40 contains 6606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775856.000000 Penalty: 89247.812500
Iteration 416Q: 41 clusters Score -1.117759e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21136 members 
Mstep: Class 4 contains 28506 members 
Mstep: Class 5 contains 9930 members 
Mstep: Class 6 contains 6799 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5002 members 
Mstep: Class 9 contains 4633 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 11 contains 13760 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36325 members 
Mstep: Class 14 contains 56374 members 
Mstep: Class 15 contains 9353 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 107535 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 54592 members 
Mstep: Class 21 contains 6699 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 65417 members 
Mstep: Class 24 contains 97358 members 
Mstep: Class 25 contains 68593 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102488 members 
Mstep: Class 29 contains 4734 members 
Mstep: Class 30 contains 75578 members 
Mstep: Class 31 contains 93831 members 
Mstep: Class 32 contains 3148 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9567 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 476 members 
Mstep: Class 40 contains 6605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775840.000000 Penalty: 89247.812500
Iteration 417Q: 41 clusters Score -1.117758e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21138 members 
Mstep: Class 4 contains 28537 members 
Mstep: Class 5 contains 9929 members 
Mstep: Class 6 contains 6799 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5004 members 
Mstep: Class 9 contains 4633 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 11 contains 13761 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36324 members 
Mstep: Class 14 contains 56385 members 
Mstep: Class 15 contains 9353 members 
Mstep: Class 16 contains 2474 members 
Mstep: Class 17 contains 107524 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 54619 members 
Mstep: Class 21 contains 6699 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 65376 members 
Mstep: Class 24 contains 97369 members 
Mstep: Class 25 contains 68581 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102485 members 
Mstep: Class 29 contains 4733 members 
Mstep: Class 30 contains 75573 members 
Mstep: Class 31 contains 93818 members 
Mstep: Class 32 contains 3148 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9567 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2265 members 
Mstep: Class 39 contains 476 members 
Mstep: Class 40 contains 6605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775792.000000 Penalty: 89247.812500
Iteration 418Q: 41 clusters Score -1.117758e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21137 members 
Mstep: Class 4 contains 28568 members 
Mstep: Class 5 contains 9928 members 
Mstep: Class 6 contains 6798 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5006 members 
Mstep: Class 9 contains 4633 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 11 contains 13759 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36322 members 
Mstep: Class 14 contains 56398 members 
Mstep: Class 15 contains 9353 members 
Mstep: Class 16 contains 2476 members 
Mstep: Class 17 contains 107508 members 
Mstep: Class 18 contains 3515 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 54637 members 
Mstep: Class 21 contains 6699 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 65331 members 
Mstep: Class 24 contains 97373 members 
Mstep: Class 25 contains 68580 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102485 members 
Mstep: Class 29 contains 4733 members 
Mstep: Class 30 contains 75573 members 
Mstep: Class 31 contains 93819 members 
Mstep: Class 32 contains 3148 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9567 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2265 members 
Mstep: Class 39 contains 476 members 
Mstep: Class 40 contains 6605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111775856.000000 Penalty: 89247.812500
Iteration 419Q: 41 clusters Score -1.117759e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21129 members 
Mstep: Class 4 contains 28593 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 6794 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5006 members 
Mstep: Class 9 contains 4633 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 13759 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36322 members 
Mstep: Class 14 contains 56406 members 
Mstep: Class 15 contains 9353 members 
Mstep: Class 16 contains 2477 members 
Mstep: Class 17 contains 107495 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 54679 members 
Mstep: Class 21 contains 6699 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 65281 members 
Mstep: Class 24 contains 97380 members 
Mstep: Class 25 contains 68583 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102489 members 
Mstep: Class 29 contains 4732 members 
Mstep: Class 30 contains 75569 members 
Mstep: Class 31 contains 93805 members 
Mstep: Class 32 contains 3148 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9567 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2265 members 
Mstep: Class 39 contains 476 members 
Mstep: Class 40 contains 6605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776000.000000 Penalty: 89247.812500
Iteration 420F: 41 clusters Score -1.11776e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21129 members 
Mstep: Class 4 contains 28623 members 
Mstep: Class 5 contains 9937 members 
Mstep: Class 6 contains 6793 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5007 members 
Mstep: Class 9 contains 4634 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 13759 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36327 members 
Mstep: Class 14 contains 56415 members 
Mstep: Class 15 contains 9354 members 
Mstep: Class 16 contains 2477 members 
Mstep: Class 17 contains 107470 members 
Mstep: Class 18 contains 3513 members 
Mstep: Class 19 contains 9738 members 
Mstep: Class 20 contains 54712 members 
Mstep: Class 21 contains 6699 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 65233 members 
Mstep: Class 24 contains 97379 members 
Mstep: Class 25 contains 68574 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102484 members 
Mstep: Class 29 contains 4731 members 
Mstep: Class 30 contains 75576 members 
Mstep: Class 31 contains 93802 members 
Mstep: Class 32 contains 3148 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9566 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 476 members 
Mstep: Class 40 contains 6605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776120.000000 Penalty: 89247.812500
Iteration 421Q: 41 clusters Score -1.117761e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21137 members 
Mstep: Class 4 contains 28649 members 
Mstep: Class 5 contains 9935 members 
Mstep: Class 6 contains 6794 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5007 members 
Mstep: Class 9 contains 4634 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 13764 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36321 members 
Mstep: Class 14 contains 56420 members 
Mstep: Class 15 contains 9354 members 
Mstep: Class 16 contains 2477 members 
Mstep: Class 17 contains 107460 members 
Mstep: Class 18 contains 3513 members 
Mstep: Class 19 contains 9738 members 
Mstep: Class 20 contains 54734 members 
Mstep: Class 21 contains 6699 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 65184 members 
Mstep: Class 24 contains 97371 members 
Mstep: Class 25 contains 68564 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102484 members 
Mstep: Class 29 contains 4729 members 
Mstep: Class 30 contains 75581 members 
Mstep: Class 31 contains 93817 members 
Mstep: Class 32 contains 3146 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9567 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 476 members 
Mstep: Class 40 contains 6606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776048.000000 Penalty: 89247.812500
Iteration 422Q: 41 clusters Score -1.11776e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21142 members 
Mstep: Class 4 contains 28669 members 
Mstep: Class 5 contains 9938 members 
Mstep: Class 6 contains 6794 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5007 members 
Mstep: Class 9 contains 4633 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 13766 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36320 members 
Mstep: Class 14 contains 56422 members 
Mstep: Class 15 contains 9355 members 
Mstep: Class 16 contains 2478 members 
Mstep: Class 17 contains 107453 members 
Mstep: Class 18 contains 3513 members 
Mstep: Class 19 contains 9738 members 
Mstep: Class 20 contains 54755 members 
Mstep: Class 21 contains 6698 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 65121 members 
Mstep: Class 24 contains 97383 members 
Mstep: Class 25 contains 68562 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102493 members 
Mstep: Class 29 contains 4728 members 
Mstep: Class 30 contains 75580 members 
Mstep: Class 31 contains 93816 members 
Mstep: Class 32 contains 3146 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9568 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 476 members 
Mstep: Class 40 contains 6606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776096.000000 Penalty: 89247.812500
Iteration 423Q: 41 clusters Score -1.117761e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21153 members 
Mstep: Class 4 contains 28691 members 
Mstep: Class 5 contains 9937 members 
Mstep: Class 6 contains 6794 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5008 members 
Mstep: Class 9 contains 4633 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 13768 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36326 members 
Mstep: Class 14 contains 56429 members 
Mstep: Class 15 contains 9356 members 
Mstep: Class 16 contains 2477 members 
Mstep: Class 17 contains 107443 members 
Mstep: Class 18 contains 3513 members 
Mstep: Class 19 contains 9738 members 
Mstep: Class 20 contains 54772 members 
Mstep: Class 21 contains 6697 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 65049 members 
Mstep: Class 24 contains 97385 members 
Mstep: Class 25 contains 68567 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102488 members 
Mstep: Class 29 contains 4729 members 
Mstep: Class 30 contains 75588 members 
Mstep: Class 31 contains 93821 members 
Mstep: Class 32 contains 3146 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 476 members 
Mstep: Class 40 contains 6606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776200.000000 Penalty: 89247.812500
Iteration 424Q: 41 clusters Score -1.117762e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21160 members 
Mstep: Class 4 contains 28722 members 
Mstep: Class 5 contains 9941 members 
Mstep: Class 6 contains 6794 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5007 members 
Mstep: Class 9 contains 4634 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 13770 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36328 members 
Mstep: Class 14 contains 56435 members 
Mstep: Class 15 contains 9356 members 
Mstep: Class 16 contains 2478 members 
Mstep: Class 17 contains 107422 members 
Mstep: Class 18 contains 3513 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 54780 members 
Mstep: Class 21 contains 6697 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 64972 members 
Mstep: Class 24 contains 97397 members 
Mstep: Class 25 contains 68564 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102509 members 
Mstep: Class 29 contains 4729 members 
Mstep: Class 30 contains 75584 members 
Mstep: Class 31 contains 93832 members 
Mstep: Class 32 contains 3146 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9572 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2265 members 
Mstep: Class 39 contains 476 members 
Mstep: Class 40 contains 6604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776216.000000 Penalty: 89247.812500
Iteration 425Q: 41 clusters Score -1.117762e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21170 members 
Mstep: Class 4 contains 28739 members 
Mstep: Class 5 contains 9943 members 
Mstep: Class 6 contains 6793 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5008 members 
Mstep: Class 9 contains 4636 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 11 contains 13772 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36326 members 
Mstep: Class 14 contains 56438 members 
Mstep: Class 15 contains 9356 members 
Mstep: Class 16 contains 2478 members 
Mstep: Class 17 contains 107408 members 
Mstep: Class 18 contains 3513 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 54800 members 
Mstep: Class 21 contains 6698 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 64895 members 
Mstep: Class 24 contains 97405 members 
Mstep: Class 25 contains 68569 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102516 members 
Mstep: Class 29 contains 4729 members 
Mstep: Class 30 contains 75590 members 
Mstep: Class 31 contains 93843 members 
Mstep: Class 32 contains 3145 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9573 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2265 members 
Mstep: Class 39 contains 476 members 
Mstep: Class 40 contains 6604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776192.000000 Penalty: 89247.812500
Iteration 426Q: 41 clusters Score -1.117762e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21177 members 
Mstep: Class 4 contains 28756 members 
Mstep: Class 5 contains 9941 members 
Mstep: Class 6 contains 6790 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5008 members 
Mstep: Class 9 contains 4638 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 11 contains 13775 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36322 members 
Mstep: Class 14 contains 56442 members 
Mstep: Class 15 contains 9356 members 
Mstep: Class 16 contains 2478 members 
Mstep: Class 17 contains 107414 members 
Mstep: Class 18 contains 3512 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 54819 members 
Mstep: Class 21 contains 6698 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 64834 members 
Mstep: Class 24 contains 97416 members 
Mstep: Class 25 contains 68571 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102525 members 
Mstep: Class 29 contains 4727 members 
Mstep: Class 30 contains 75584 members 
Mstep: Class 31 contains 93844 members 
Mstep: Class 32 contains 3145 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9573 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2264 members 
Mstep: Class 39 contains 476 members 
Mstep: Class 40 contains 6603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776096.000000 Penalty: 89247.812500
Iteration 427Q: 41 clusters Score -1.117761e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21176 members 
Mstep: Class 4 contains 28795 members 
Mstep: Class 5 contains 9937 members 
Mstep: Class 6 contains 6786 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5008 members 
Mstep: Class 9 contains 4640 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 11 contains 13775 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36316 members 
Mstep: Class 14 contains 56445 members 
Mstep: Class 15 contains 9356 members 
Mstep: Class 16 contains 2478 members 
Mstep: Class 17 contains 107409 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 9736 members 
Mstep: Class 20 contains 54838 members 
Mstep: Class 21 contains 6701 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 64769 members 
Mstep: Class 24 contains 97441 members 
Mstep: Class 25 contains 68582 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102533 members 
Mstep: Class 29 contains 4726 members 
Mstep: Class 30 contains 75573 members 
Mstep: Class 31 contains 93831 members 
Mstep: Class 32 contains 3144 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9575 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2263 members 
Mstep: Class 39 contains 476 members 
Mstep: Class 40 contains 6603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776152.000000 Penalty: 89247.812500
Iteration 428Q: 41 clusters Score -1.117762e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21180 members 
Mstep: Class 4 contains 28841 members 
Mstep: Class 5 contains 9939 members 
Mstep: Class 6 contains 6781 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5008 members 
Mstep: Class 9 contains 4642 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 13775 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36320 members 
Mstep: Class 14 contains 56445 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 2478 members 
Mstep: Class 17 contains 107404 members 
Mstep: Class 18 contains 3515 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 54854 members 
Mstep: Class 21 contains 6702 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 64715 members 
Mstep: Class 24 contains 97442 members 
Mstep: Class 25 contains 68577 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102533 members 
Mstep: Class 29 contains 4723 members 
Mstep: Class 30 contains 75571 members 
Mstep: Class 31 contains 93821 members 
Mstep: Class 32 contains 3144 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9580 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2263 members 
Mstep: Class 39 contains 476 members 
Mstep: Class 40 contains 6603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776200.000000 Penalty: 89247.812500
Iteration 429Q: 41 clusters Score -1.117762e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21181 members 
Mstep: Class 4 contains 28891 members 
Mstep: Class 5 contains 9938 members 
Mstep: Class 6 contains 6779 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5008 members 
Mstep: Class 9 contains 4644 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 13776 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36336 members 
Mstep: Class 14 contains 56441 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107393 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 54861 members 
Mstep: Class 21 contains 6702 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 64652 members 
Mstep: Class 24 contains 97460 members 
Mstep: Class 25 contains 68575 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102522 members 
Mstep: Class 29 contains 4718 members 
Mstep: Class 30 contains 75568 members 
Mstep: Class 31 contains 93829 members 
Mstep: Class 32 contains 3143 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9582 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2261 members 
Mstep: Class 39 contains 476 members 
Mstep: Class 40 contains 6604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776248.000000 Penalty: 89247.812500
Iteration 430Q: 41 clusters Score -1.117762e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21184 members 
Mstep: Class 4 contains 28931 members 
Mstep: Class 5 contains 9940 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5008 members 
Mstep: Class 9 contains 4645 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 13780 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36335 members 
Mstep: Class 14 contains 56440 members 
Mstep: Class 15 contains 9358 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107386 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 54890 members 
Mstep: Class 21 contains 6702 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 64583 members 
Mstep: Class 24 contains 97494 members 
Mstep: Class 25 contains 68566 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102509 members 
Mstep: Class 29 contains 4713 members 
Mstep: Class 30 contains 75565 members 
Mstep: Class 31 contains 93823 members 
Mstep: Class 32 contains 3143 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9583 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 6603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776280.000000 Penalty: 89247.812500
Iteration 431Q: 41 clusters Score -1.117763e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21183 members 
Mstep: Class 4 contains 28969 members 
Mstep: Class 5 contains 9940 members 
Mstep: Class 6 contains 6776 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5008 members 
Mstep: Class 9 contains 4647 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 13781 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36336 members 
Mstep: Class 14 contains 56442 members 
Mstep: Class 15 contains 9358 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107372 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 54903 members 
Mstep: Class 21 contains 6704 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 64531 members 
Mstep: Class 24 contains 97507 members 
Mstep: Class 25 contains 68575 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102501 members 
Mstep: Class 29 contains 4712 members 
Mstep: Class 30 contains 75560 members 
Mstep: Class 31 contains 93825 members 
Mstep: Class 32 contains 3143 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9583 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 6602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776488.000000 Penalty: 89247.812500
Iteration 432Q: 41 clusters Score -1.117765e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21183 members 
Mstep: Class 4 contains 28995 members 
Mstep: Class 5 contains 9941 members 
Mstep: Class 6 contains 6771 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5009 members 
Mstep: Class 9 contains 4649 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 13784 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36336 members 
Mstep: Class 14 contains 56439 members 
Mstep: Class 15 contains 9359 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107365 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 54914 members 
Mstep: Class 21 contains 6705 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 64480 members 
Mstep: Class 24 contains 97514 members 
Mstep: Class 25 contains 68580 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102514 members 
Mstep: Class 29 contains 4712 members 
Mstep: Class 30 contains 75561 members 
Mstep: Class 31 contains 93820 members 
Mstep: Class 32 contains 3143 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9584 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 6601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776216.000000 Penalty: 89247.812500
Iteration 433Q: 41 clusters Score -1.117762e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21179 members 
Mstep: Class 4 contains 29025 members 
Mstep: Class 5 contains 9941 members 
Mstep: Class 6 contains 6766 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 4649 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 13788 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36335 members 
Mstep: Class 14 contains 56446 members 
Mstep: Class 15 contains 9359 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107354 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 9740 members 
Mstep: Class 20 contains 54931 members 
Mstep: Class 21 contains 6707 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 64429 members 
Mstep: Class 24 contains 97513 members 
Mstep: Class 25 contains 68585 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102512 members 
Mstep: Class 29 contains 4714 members 
Mstep: Class 30 contains 75564 members 
Mstep: Class 31 contains 93824 members 
Mstep: Class 32 contains 3143 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9584 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2262 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 6600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776184.000000 Penalty: 89247.812500
Iteration 434Q: 41 clusters Score -1.117762e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21179 members 
Mstep: Class 4 contains 29059 members 
Mstep: Class 5 contains 9942 members 
Mstep: Class 6 contains 6763 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 4649 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 13790 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36334 members 
Mstep: Class 14 contains 56446 members 
Mstep: Class 15 contains 9359 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107353 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 9740 members 
Mstep: Class 20 contains 54944 members 
Mstep: Class 21 contains 6710 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 64367 members 
Mstep: Class 24 contains 97517 members 
Mstep: Class 25 contains 68585 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102515 members 
Mstep: Class 29 contains 4714 members 
Mstep: Class 30 contains 75568 members 
Mstep: Class 31 contains 93828 members 
Mstep: Class 32 contains 3143 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9584 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2261 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 6600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776200.000000 Penalty: 89247.812500
Iteration 435Q: 41 clusters Score -1.117762e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21184 members 
Mstep: Class 4 contains 29100 members 
Mstep: Class 5 contains 9940 members 
Mstep: Class 6 contains 6761 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 4648 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 13794 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36329 members 
Mstep: Class 14 contains 56446 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107349 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 9740 members 
Mstep: Class 20 contains 54954 members 
Mstep: Class 21 contains 6710 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 64313 members 
Mstep: Class 24 contains 97519 members 
Mstep: Class 25 contains 68586 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102523 members 
Mstep: Class 29 contains 4714 members 
Mstep: Class 30 contains 75565 members 
Mstep: Class 31 contains 93825 members 
Mstep: Class 32 contains 3143 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9586 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2261 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 6600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776184.000000 Penalty: 89247.812500
Iteration 436Q: 41 clusters Score -1.117762e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21184 members 
Mstep: Class 4 contains 29157 members 
Mstep: Class 5 contains 9941 members 
Mstep: Class 6 contains 6760 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5011 members 
Mstep: Class 9 contains 4648 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 11 contains 13795 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36325 members 
Mstep: Class 14 contains 56438 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107351 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 54963 members 
Mstep: Class 21 contains 6709 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 64267 members 
Mstep: Class 24 contains 97506 members 
Mstep: Class 25 contains 68589 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102524 members 
Mstep: Class 29 contains 4712 members 
Mstep: Class 30 contains 75557 members 
Mstep: Class 31 contains 93833 members 
Mstep: Class 32 contains 3143 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9586 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2261 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 6599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776232.000000 Penalty: 89247.812500
Iteration 437Q: 41 clusters Score -1.117762e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21184 members 
Mstep: Class 4 contains 29214 members 
Mstep: Class 5 contains 9943 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5012 members 
Mstep: Class 9 contains 4648 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 11 contains 13796 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36320 members 
Mstep: Class 14 contains 56432 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107337 members 
Mstep: Class 18 contains 3513 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 54980 members 
Mstep: Class 21 contains 6711 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 64227 members 
Mstep: Class 24 contains 97496 members 
Mstep: Class 25 contains 68587 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102525 members 
Mstep: Class 29 contains 4712 members 
Mstep: Class 30 contains 75562 members 
Mstep: Class 31 contains 93827 members 
Mstep: Class 32 contains 3142 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9587 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2262 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 6599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776208.000000 Penalty: 89247.812500
Iteration 438Q: 41 clusters Score -1.117762e+08 nChanged 380
Entering ConstructFrom: 
Score: -111776208.000000 Penalty: 89247.812500
Entering ConstructFrom: 
Trying to split cluster 1 (3065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Entering Unmasked Estep 
Score: -351144.312500 Penalty: 1304.517944
	Iteration 0F: 2 clusters Score -351144.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -348436.843750 Penalty: 2609.035889
	Iteration 0F: 3 clusters Score -348436.8 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -349381.125000 Penalty: 2609.035889
	Iteration 1F: 3 clusters Score -349381.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -349705.656250 Penalty: 2609.035889
	Iteration 2F: 3 clusters Score -349705.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -349920.468750 Penalty: 2609.035889
	Iteration 3F: 3 clusters Score -349920.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -350056.250000 Penalty: 2609.035889
	Iteration 4F: 3 clusters Score -350056.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -350173.906250 Penalty: 2609.035889
	Iteration 5Q: 3 clusters Score -350173.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -350259.406250 Penalty: 2609.035889
	Iteration 6Q: 3 clusters Score -350259.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -350328.312500 Penalty: 2609.035889
	Iteration 7Q: 3 clusters Score -350328.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -350383.437500 Penalty: 2609.035889
	Iteration 8Q: 3 clusters Score -350383.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -350416.187500 Penalty: 2609.035889
	Iteration 9Q: 3 clusters Score -350416.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -350468.437500 Penalty: 2609.035889
	Iteration 10Q: 3 clusters Score -350468.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -350519.062500 Penalty: 2609.035889
	Iteration 11Q: 3 clusters Score -350519.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -350543.875000 Penalty: 2609.035889
	Iteration 12Q: 3 clusters Score -350543.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -350567.312500 Penalty: 2609.035889
	Iteration 13Q: 3 clusters Score -350567.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -350583.937500 Penalty: 2609.035889
	Iteration 14Q: 3 clusters Score -350583.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -350598.218750 Penalty: 2609.035889
	Iteration 15Q: 3 clusters Score -350598.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -350607.156250 Penalty: 2609.035889
	Iteration 16Q: 3 clusters Score -350607.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -350613.093750 Penalty: 2609.035889
	Iteration 17Q: 3 clusters Score -350613.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -350619.593750 Penalty: 2609.035889
	Iteration 18Q: 3 clusters Score -350619.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -350622.718750 Penalty: 2609.035889
	Iteration 19Q: 3 clusters Score -350622.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -350625.062500 Penalty: 2609.035889
	Iteration 20F: 3 clusters Score -350625.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -350626.562500 Penalty: 2609.035889
	Iteration 21Q: 3 clusters Score -350626.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -350628.312500 Penalty: 2609.035889
	Iteration 22Q: 3 clusters Score -350628.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -350630.531250 Penalty: 2609.035889
	Iteration 23Q: 3 clusters Score -350630.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -350631.531250 Penalty: 2609.035889
	Iteration 24Q: 3 clusters Score -350631.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -350631.875000 Penalty: 2609.035889
	Iteration 25Q: 3 clusters Score -350631.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -350631.906250 Penalty: 2609.035889
	Iteration 26Q: 3 clusters Score -350631.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -350631.906250 Penalty: 2609.035889
	Iteration 27F: 3 clusters Score -350631.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -63770.308594 Penalty: 1065.937500
	Iteration 0F: 2 clusters Score -63770.31 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 367 members 
Entering Unmasked Estep 
Score: -62739.562500 Penalty: 2131.875000
	Iteration 0F: 3 clusters Score -62739.56 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -63347.695312 Penalty: 2131.875000
	Iteration 1F: 3 clusters Score -63347.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63535.781250 Penalty: 2131.875000
	Iteration 2F: 3 clusters Score -63535.78 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -63632.808594 Penalty: 2131.875000
	Iteration 3F: 3 clusters Score -63632.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -63774.695312 Penalty: 2131.875000
	Iteration 4Q: 3 clusters Score -63774.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -63812.441406 Penalty: 2131.875000
	Iteration 5Q: 3 clusters Score -63812.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -63854.015625 Penalty: 2131.875000
	Iteration 6Q: 3 clusters Score -63854.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -63891.312500 Penalty: 2131.875000
	Iteration 7Q: 3 clusters Score -63891.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -63924.035156 Penalty: 2131.875000
	Iteration 8Q: 3 clusters Score -63924.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -63935.945312 Penalty: 2131.875000
	Iteration 9Q: 3 clusters Score -63935.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -63945.242188 Penalty: 2131.875000
	Iteration 10Q: 3 clusters Score -63945.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -63970.832031 Penalty: 2131.875000
	Iteration 11Q: 3 clusters Score -63970.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -63994.414062 Penalty: 2131.875000
	Iteration 12Q: 3 clusters Score -63994.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -64020.304688 Penalty: 2131.875000
	Iteration 13Q: 3 clusters Score -64020.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -64039.320312 Penalty: 2131.875000
	Iteration 14Q: 3 clusters Score -64039.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -64056.046875 Penalty: 2131.875000
	Iteration 15Q: 3 clusters Score -64056.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -64066.238281 Penalty: 2131.875000
	Iteration 16Q: 3 clusters Score -64066.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -64075.785156 Penalty: 2131.875000
	Iteration 17Q: 3 clusters Score -64075.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -64101.390625 Penalty: 2131.875000
	Iteration 18Q: 3 clusters Score -64101.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -64108.140625 Penalty: 2131.875000
	Iteration 19Q: 3 clusters Score -64108.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -64109.433594 Penalty: 2131.875000
	Iteration 20F: 3 clusters Score -64109.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -64115.195312 Penalty: 2131.875000
	Iteration 21Q: 3 clusters Score -64115.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -64115.195312 Penalty: 2131.875000
	Iteration 22F: 3 clusters Score -64115.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 21183 members 
Mstep: Class 4 contains 29272 members 
Mstep: Class 5 contains 9943 members 
Mstep: Class 6 contains 6754 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5012 members 
Mstep: Class 9 contains 4647 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 11 contains 13796 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36316 members 
Mstep: Class 14 contains 56423 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107338 members 
Mstep: Class 18 contains 3513 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 54993 members 
Mstep: Class 21 contains 6710 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 64179 members 
Mstep: Class 24 contains 97501 members 
Mstep: Class 25 contains 68582 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102517 members 
Mstep: Class 29 contains 4712 members 
Mstep: Class 30 contains 75570 members 
Mstep: Class 31 contains 93822 members 
Mstep: Class 32 contains 3141 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9588 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2263 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 6598 members 
Mstep: Class 41 contains 232 members 
Entering Unmasked Estep 
Score: -111775352.000000 Penalty: 91479.007812
Splitting cluster 2 changes total score from -111776208.000000 to -111775352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (21183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Entering Unmasked Estep 
Score: -2694516.000000 Penalty: 1618.655151
	Iteration 0F: 2 clusters Score -2694516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2680098.250000 Penalty: 3237.310303
	Iteration 0F: 3 clusters Score -2680098 nChanged 9595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2685349.750000 Penalty: 3237.310303
	Iteration 1F: 3 clusters Score -2685350 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2685645.250000 Penalty: 3237.310303
	Iteration 2Q: 3 clusters Score -2685645 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2685878.500000 Penalty: 3237.310303
	Iteration 3Q: 3 clusters Score -2685878 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2686109.500000 Penalty: 3237.310303
	Iteration 4Q: 3 clusters Score -2686110 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2686355.000000 Penalty: 3237.310303
	Iteration 5Q: 3 clusters Score -2686355 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2686599.250000 Penalty: 3237.310303
	Iteration 6Q: 3 clusters Score -2686599 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2686957.250000 Penalty: 3237.310303
	Iteration 7Q: 3 clusters Score -2686957 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2687434.250000 Penalty: 3237.310303
	Iteration 8Q: 3 clusters Score -2687434 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2688105.750000 Penalty: 3237.310303
	Iteration 9F: 3 clusters Score -2688106 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2688988.500000 Penalty: 3237.310303
	Iteration 10F: 3 clusters Score -2688988 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2690005.250000 Penalty: 3237.310303
	Iteration 11F: 3 clusters Score -2690005 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2690876.750000 Penalty: 3237.310303
	Iteration 12F: 3 clusters Score -2690877 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2691460.500000 Penalty: 3237.310303
	Iteration 13Q: 3 clusters Score -2691460 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2691778.500000 Penalty: 3237.310303
	Iteration 14Q: 3 clusters Score -2691778 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2691970.000000 Penalty: 3237.310303
	Iteration 15Q: 3 clusters Score -2691970 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2692118.000000 Penalty: 3237.310303
	Iteration 16Q: 3 clusters Score -2692118 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2692234.000000 Penalty: 3237.310303
	Iteration 17Q: 3 clusters Score -2692234 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2692317.750000 Penalty: 3237.310303
	Iteration 18Q: 3 clusters Score -2692318 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2692379.000000 Penalty: 3237.310303
	Iteration 19Q: 3 clusters Score -2692379 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2692456.000000 Penalty: 3237.310303
	Iteration 20F: 3 clusters Score -2692456 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2692522.250000 Penalty: 3237.310303
	Iteration 21Q: 3 clusters Score -2692522 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2692556.250000 Penalty: 3237.310303
	Iteration 22Q: 3 clusters Score -2692556 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2692593.000000 Penalty: 3237.310303
	Iteration 23Q: 3 clusters Score -2692593 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2692618.000000 Penalty: 3237.310303
	Iteration 24Q: 3 clusters Score -2692618 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2692655.750000 Penalty: 3237.310303
	Iteration 25Q: 3 clusters Score -2692656 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2692679.500000 Penalty: 3237.310303
	Iteration 26Q: 3 clusters Score -2692680 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2692707.500000 Penalty: 3237.310303
	Iteration 27Q: 3 clusters Score -2692708 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2692739.250000 Penalty: 3237.310303
	Iteration 28Q: 3 clusters Score -2692739 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2692755.000000 Penalty: 3237.310303
	Iteration 29Q: 3 clusters Score -2692755 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2692784.000000 Penalty: 3237.310303
	Iteration 30Q: 3 clusters Score -2692784 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2692799.250000 Penalty: 3237.310303
	Iteration 31Q: 3 clusters Score -2692799 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2692820.750000 Penalty: 3237.310303
	Iteration 32Q: 3 clusters Score -2692821 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2692835.750000 Penalty: 3237.310303
	Iteration 33Q: 3 clusters Score -2692836 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2692851.250000 Penalty: 3237.310303
	Iteration 34Q: 3 clusters Score -2692851 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2692865.500000 Penalty: 3237.310303
	Iteration 35Q: 3 clusters Score -2692866 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2692875.500000 Penalty: 3237.310303
	Iteration 36Q: 3 clusters Score -2692876 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2692881.500000 Penalty: 3237.310303
	Iteration 37Q: 3 clusters Score -2692882 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2692893.500000 Penalty: 3237.310303
	Iteration 38Q: 3 clusters Score -2692894 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2692898.750000 Penalty: 3237.310303
	Iteration 39Q: 3 clusters Score -2692899 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2692908.750000 Penalty: 3237.310303
	Iteration 40F: 3 clusters Score -2692909 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2692917.500000 Penalty: 3237.310303
	Iteration 41Q: 3 clusters Score -2692918 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2692932.250000 Penalty: 3237.310303
	Iteration 42Q: 3 clusters Score -2692932 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2692944.750000 Penalty: 3237.310303
	Iteration 43Q: 3 clusters Score -2692945 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2692962.250000 Penalty: 3237.310303
	Iteration 44Q: 3 clusters Score -2692962 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2692970.750000 Penalty: 3237.310303
	Iteration 45Q: 3 clusters Score -2692971 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2692978.250000 Penalty: 3237.310303
	Iteration 46Q: 3 clusters Score -2692978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2692993.750000 Penalty: 3237.310303
	Iteration 47Q: 3 clusters Score -2692994 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2693002.750000 Penalty: 3237.310303
	Iteration 48Q: 3 clusters Score -2693003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2693006.000000 Penalty: 3237.310303
	Iteration 49Q: 3 clusters Score -2693006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2693007.750000 Penalty: 3237.310303
	Iteration 50Q: 3 clusters Score -2693008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2693005.500000 Penalty: 3237.310303
	Iteration 51Q: 3 clusters Score -2693006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2693010.500000 Penalty: 3237.310303
	Iteration 52Q: 3 clusters Score -2693010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2693019.750000 Penalty: 3237.310303
	Iteration 53Q: 3 clusters Score -2693020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2693024.750000 Penalty: 3237.310303
	Iteration 54Q: 3 clusters Score -2693025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2693026.500000 Penalty: 3237.310303
	Iteration 55Q: 3 clusters Score -2693026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2693035.750000 Penalty: 3237.310303
	Iteration 56Q: 3 clusters Score -2693036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2693045.250000 Penalty: 3237.310303
	Iteration 57Q: 3 clusters Score -2693045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2693042.000000 Penalty: 3237.310303
	Iteration 58Q: 3 clusters Score -2693042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2693046.250000 Penalty: 3237.310303
	Iteration 59Q: 3 clusters Score -2693046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2693052.250000 Penalty: 3237.310303
	Iteration 60F: 3 clusters Score -2693052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2693056.250000 Penalty: 3237.310303
	Iteration 61Q: 3 clusters Score -2693056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2693054.250000 Penalty: 3237.310303
	Iteration 62Q: 3 clusters Score -2693054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2693056.250000 Penalty: 3237.310303
	Iteration 63Q: 3 clusters Score -2693056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2693055.500000 Penalty: 3237.310303
	Iteration 64Q: 3 clusters Score -2693056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2693058.500000 Penalty: 3237.310303
	Iteration 65Q: 3 clusters Score -2693058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2693061.250000 Penalty: 3237.310303
	Iteration 66Q: 3 clusters Score -2693061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2693063.250000 Penalty: 3237.310303
	Iteration 67Q: 3 clusters Score -2693063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2693070.250000 Penalty: 3237.310303
	Iteration 68Q: 3 clusters Score -2693070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2693074.000000 Penalty: 3237.310303
	Iteration 69Q: 3 clusters Score -2693074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2693079.500000 Penalty: 3237.310303
	Iteration 70Q: 3 clusters Score -2693080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2693087.250000 Penalty: 3237.310303
	Iteration 71Q: 3 clusters Score -2693087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2693099.500000 Penalty: 3237.310303
	Iteration 72Q: 3 clusters Score -2693100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2693107.000000 Penalty: 3237.310303
	Iteration 73Q: 3 clusters Score -2693107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2693107.500000 Penalty: 3237.310303
	Iteration 74Q: 3 clusters Score -2693108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2693106.250000 Penalty: 3237.310303
	Iteration 75Q: 3 clusters Score -2693106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2693109.250000 Penalty: 3237.310303
	Iteration 76Q: 3 clusters Score -2693109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2693118.500000 Penalty: 3237.310303
	Iteration 77Q: 3 clusters Score -2693118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2693121.750000 Penalty: 3237.310303
	Iteration 78Q: 3 clusters Score -2693122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2693128.250000 Penalty: 3237.310303
	Iteration 79Q: 3 clusters Score -2693128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2693129.750000 Penalty: 3237.310303
	Iteration 80F: 3 clusters Score -2693130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2693131.000000 Penalty: 3237.310303
	Iteration 81Q: 3 clusters Score -2693131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2693135.750000 Penalty: 3237.310303
	Iteration 82Q: 3 clusters Score -2693136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2693137.750000 Penalty: 3237.310303
	Iteration 83Q: 3 clusters Score -2693138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2693140.250000 Penalty: 3237.310303
	Iteration 84Q: 3 clusters Score -2693140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2693138.250000 Penalty: 3237.310303
	Iteration 85Q: 3 clusters Score -2693138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2693140.750000 Penalty: 3237.310303
	Iteration 86Q: 3 clusters Score -2693141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2693142.000000 Penalty: 3237.310303
	Iteration 87Q: 3 clusters Score -2693142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2693142.000000 Penalty: 3237.310303
	Iteration 88F: 3 clusters Score -2693142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Entering Unmasked Estep 
Score: -3679992.500000 Penalty: 1671.212769
	Iteration 0F: 2 clusters Score -3679992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -3660345.250000 Penalty: 3342.425537
	Iteration 0F: 3 clusters Score -3660345 nChanged 13519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -3667662.750000 Penalty: 3342.425537
	Iteration 1F: 3 clusters Score -3667663 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -3668094.000000 Penalty: 3342.425537
	Iteration 2Q: 3 clusters Score -3668094 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -3668584.250000 Penalty: 3342.425537
	Iteration 3Q: 3 clusters Score -3668584 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -3669240.250000 Penalty: 3342.425537
	Iteration 4F: 3 clusters Score -3669240 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -3670210.250000 Penalty: 3342.425537
	Iteration 5F: 3 clusters Score -3670210 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -3671737.000000 Penalty: 3342.425537
	Iteration 6F: 3 clusters Score -3671737 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -3673773.750000 Penalty: 3342.425537
	Iteration 7F: 3 clusters Score -3673774 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -3675746.500000 Penalty: 3342.425537
	Iteration 8F: 3 clusters Score -3675746 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -3677179.250000 Penalty: 3342.425537
	Iteration 9F: 3 clusters Score -3677179 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -3677895.500000 Penalty: 3342.425537
	Iteration 10Q: 3 clusters Score -3677896 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -3678224.250000 Penalty: 3342.425537
	Iteration 11Q: 3 clusters Score -3678224 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -3678372.250000 Penalty: 3342.425537
	Iteration 12Q: 3 clusters Score -3678372 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -3678448.000000 Penalty: 3342.425537
	Iteration 13Q: 3 clusters Score -3678448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -3678498.250000 Penalty: 3342.425537
	Iteration 14Q: 3 clusters Score -3678498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -3678518.250000 Penalty: 3342.425537
	Iteration 15Q: 3 clusters Score -3678518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -3678528.000000 Penalty: 3342.425537
	Iteration 16Q: 3 clusters Score -3678528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -3678531.000000 Penalty: 3342.425537
	Iteration 17Q: 3 clusters Score -3678531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -3678541.250000 Penalty: 3342.425537
	Iteration 18Q: 3 clusters Score -3678541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -3678547.500000 Penalty: 3342.425537
	Iteration 19Q: 3 clusters Score -3678548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -3678550.250000 Penalty: 3342.425537
	Iteration 20F: 3 clusters Score -3678550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Entering Unmasked Estep 
Score: -1161734.625000 Penalty: 1495.751465
	Iteration 0F: 2 clusters Score -1161735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1154647.750000 Penalty: 2991.502930
	Iteration 0F: 3 clusters Score -1154648 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1156957.125000 Penalty: 2991.502930
	Iteration 1F: 3 clusters Score -1156957 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1157235.875000 Penalty: 2991.502930
	Iteration 2F: 3 clusters Score -1157236 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1157466.250000 Penalty: 2991.502930
	Iteration 3F: 3 clusters Score -1157466 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1157696.750000 Penalty: 2991.502930
	Iteration 4Q: 3 clusters Score -1157697 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1157921.500000 Penalty: 2991.502930
	Iteration 5Q: 3 clusters Score -1157922 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1158126.375000 Penalty: 2991.502930
	Iteration 6Q: 3 clusters Score -1158126 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1158331.250000 Penalty: 2991.502930
	Iteration 7Q: 3 clusters Score -1158331 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1158572.875000 Penalty: 2991.502930
	Iteration 8Q: 3 clusters Score -1158573 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1158845.500000 Penalty: 2991.502930
	Iteration 9Q: 3 clusters Score -1158846 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1159142.000000 Penalty: 2991.502930
	Iteration 10Q: 3 clusters Score -1159142 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1159450.250000 Penalty: 2991.502930
	Iteration 11Q: 3 clusters Score -1159450 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1159715.375000 Penalty: 2991.502930
	Iteration 12Q: 3 clusters Score -1159715 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1159987.500000 Penalty: 2991.502930
	Iteration 13Q: 3 clusters Score -1159988 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1160175.625000 Penalty: 2991.502930
	Iteration 14Q: 3 clusters Score -1160176 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1160321.250000 Penalty: 2991.502930
	Iteration 15Q: 3 clusters Score -1160321 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1160428.750000 Penalty: 2991.502930
	Iteration 16Q: 3 clusters Score -1160429 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1160511.625000 Penalty: 2991.502930
	Iteration 17Q: 3 clusters Score -1160512 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1160557.000000 Penalty: 2991.502930
	Iteration 18Q: 3 clusters Score -1160557 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1160583.125000 Penalty: 2991.502930
	Iteration 19Q: 3 clusters Score -1160583 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1160608.375000 Penalty: 2991.502930
	Iteration 20F: 3 clusters Score -1160608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1160623.250000 Penalty: 2991.502930
	Iteration 21Q: 3 clusters Score -1160623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1160634.500000 Penalty: 2991.502930
	Iteration 22Q: 3 clusters Score -1160634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1160639.375000 Penalty: 2991.502930
	Iteration 23Q: 3 clusters Score -1160639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1160642.000000 Penalty: 2991.502930
	Iteration 24Q: 3 clusters Score -1160642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1160643.250000 Penalty: 2991.502930
	Iteration 25Q: 3 clusters Score -1160643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1160644.750000 Penalty: 2991.502930
	Iteration 26Q: 3 clusters Score -1160645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1160646.875000 Penalty: 2991.502930
	Iteration 27Q: 3 clusters Score -1160647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1160643.875000 Penalty: 2991.502930
	Iteration 28Q: 3 clusters Score -1160644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1160643.875000 Penalty: 2991.502930
	Iteration 29F: 3 clusters Score -1160644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Entering Unmasked Estep 
Score: -834387.500000 Penalty: 1432.907104
	Iteration 0F: 2 clusters Score -834387.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -829307.625000 Penalty: 2865.814209
	Iteration 0F: 3 clusters Score -829307.6 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -830863.625000 Penalty: 2865.814209
	Iteration 1F: 3 clusters Score -830863.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -831127.187500 Penalty: 2865.814209
	Iteration 2F: 3 clusters Score -831127.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -831372.312500 Penalty: 2865.814209
	Iteration 3F: 3 clusters Score -831372.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -831605.687500 Penalty: 2865.814209
	Iteration 4F: 3 clusters Score -831605.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -831849.750000 Penalty: 2865.814209
	Iteration 5Q: 3 clusters Score -831849.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -832106.000000 Penalty: 2865.814209
	Iteration 6Q: 3 clusters Score -832106 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -832431.750000 Penalty: 2865.814209
	Iteration 7F: 3 clusters Score -832431.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -832843.062500 Penalty: 2865.814209
	Iteration 8F: 3 clusters Score -832843.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -833217.062500 Penalty: 2865.814209
	Iteration 9Q: 3 clusters Score -833217.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -833491.312500 Penalty: 2865.814209
	Iteration 10Q: 3 clusters Score -833491.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -833651.375000 Penalty: 2865.814209
	Iteration 11Q: 3 clusters Score -833651.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -833776.875000 Penalty: 2865.814209
	Iteration 12Q: 3 clusters Score -833776.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -833856.375000 Penalty: 2865.814209
	Iteration 13Q: 3 clusters Score -833856.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -833909.687500 Penalty: 2865.814209
	Iteration 14Q: 3 clusters Score -833909.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -833940.750000 Penalty: 2865.814209
	Iteration 15Q: 3 clusters Score -833940.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -833962.500000 Penalty: 2865.814209
	Iteration 16Q: 3 clusters Score -833962.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -833979.500000 Penalty: 2865.814209
	Iteration 17Q: 3 clusters Score -833979.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -833994.812500 Penalty: 2865.814209
	Iteration 18Q: 3 clusters Score -833994.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -834003.937500 Penalty: 2865.814209
	Iteration 19Q: 3 clusters Score -834003.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -834011.062500 Penalty: 2865.814209
	Iteration 20F: 3 clusters Score -834011.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -834019.875000 Penalty: 2865.814209
	Iteration 21Q: 3 clusters Score -834019.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -834024.562500 Penalty: 2865.814209
	Iteration 22Q: 3 clusters Score -834024.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -834027.812500 Penalty: 2865.814209
	Iteration 23Q: 3 clusters Score -834027.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -834032.062500 Penalty: 2865.814209
	Iteration 24Q: 3 clusters Score -834032.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -834033.937500 Penalty: 2865.814209
	Iteration 25Q: 3 clusters Score -834033.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -834035.625000 Penalty: 2865.814209
	Iteration 26Q: 3 clusters Score -834035.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -834040.187500 Penalty: 2865.814209
	Iteration 27Q: 3 clusters Score -834040.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -834039.562500 Penalty: 2865.814209
	Iteration 28Q: 3 clusters Score -834039.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -834039.812500 Penalty: 2865.814209
	Iteration 29Q: 3 clusters Score -834039.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -834042.625000 Penalty: 2865.814209
	Iteration 30Q: 3 clusters Score -834042.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -834044.375000 Penalty: 2865.814209
	Iteration 31Q: 3 clusters Score -834044.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -834046.937500 Penalty: 2865.814209
	Iteration 32Q: 3 clusters Score -834046.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -834050.375000 Penalty: 2865.814209
	Iteration 33Q: 3 clusters Score -834050.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -834050.875000 Penalty: 2865.814209
	Iteration 34Q: 3 clusters Score -834050.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -834051.250000 Penalty: 2865.814209
	Iteration 35Q: 3 clusters Score -834051.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -834054.062500 Penalty: 2865.814209
	Iteration 36Q: 3 clusters Score -834054.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -834052.812500 Penalty: 2865.814209
	Iteration 37Q: 3 clusters Score -834052.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -834055.187500 Penalty: 2865.814209
	Iteration 38Q: 3 clusters Score -834055.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -834054.687500 Penalty: 2865.814209
	Iteration 39Q: 3 clusters Score -834054.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -834055.625000 Penalty: 2865.814209
	Iteration 40F: 3 clusters Score -834055.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -834055.937500 Penalty: 2865.814209
	Iteration 41Q: 3 clusters Score -834055.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -834055.937500 Penalty: 2865.814209
	Iteration 42F: 3 clusters Score -834055.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -106684.976562 Penalty: 1113.489380
	Iteration 0F: 2 clusters Score -106685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -105321.843750 Penalty: 2226.978760
	Iteration 0F: 3 clusters Score -105321.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -105785.750000 Penalty: 2226.978760
	Iteration 1F: 3 clusters Score -105785.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -106008.062500 Penalty: 2226.978760
	Iteration 2F: 3 clusters Score -106008.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -106208.976562 Penalty: 2226.978760
	Iteration 3F: 3 clusters Score -106209 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -106383.570312 Penalty: 2226.978760
	Iteration 4F: 3 clusters Score -106383.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -106504.210938 Penalty: 2226.978760
	Iteration 5Q: 3 clusters Score -106504.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -106618.976562 Penalty: 2226.978760
	Iteration 6Q: 3 clusters Score -106619 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -106683.976562 Penalty: 2226.978760
	Iteration 7Q: 3 clusters Score -106684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -106737.414062 Penalty: 2226.978760
	Iteration 8Q: 3 clusters Score -106737.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -106798.734375 Penalty: 2226.978760
	Iteration 9Q: 3 clusters Score -106798.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -106895.468750 Penalty: 2226.978760
	Iteration 10Q: 3 clusters Score -106895.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -107010.156250 Penalty: 2226.978760
	Iteration 11Q: 3 clusters Score -107010.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -107092.406250 Penalty: 2226.978760
	Iteration 12Q: 3 clusters Score -107092.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -107157.914062 Penalty: 2226.978760
	Iteration 13Q: 3 clusters Score -107157.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -107191.554688 Penalty: 2226.978760
	Iteration 14Q: 3 clusters Score -107191.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -107216.132812 Penalty: 2226.978760
	Iteration 15Q: 3 clusters Score -107216.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -107227.804688 Penalty: 2226.978760
	Iteration 16Q: 3 clusters Score -107227.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -107231.742188 Penalty: 2226.978760
	Iteration 17Q: 3 clusters Score -107231.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -107232.210938 Penalty: 2226.978760
	Iteration 18Q: 3 clusters Score -107232.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -107233.304688 Penalty: 2226.978760
	Iteration 19Q: 3 clusters Score -107233.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -107233.304688 Penalty: 2226.978760
	Iteration 20F: 3 clusters Score -107233.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21183 members 
Mstep: Class 4 contains 29272 members 
Mstep: Class 5 contains 9943 members 
Mstep: Class 6 contains 6754 members 
Mstep: Class 7 contains 556 members 
Mstep: Class 8 contains 5012 members 
Mstep: Class 9 contains 4647 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 11 contains 13796 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36316 members 
Mstep: Class 14 contains 56423 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107338 members 
Mstep: Class 18 contains 3513 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 54993 members 
Mstep: Class 21 contains 6710 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 64179 members 
Mstep: Class 24 contains 97501 members 
Mstep: Class 25 contains 68582 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102517 members 
Mstep: Class 29 contains 4712 members 
Mstep: Class 30 contains 75570 members 
Mstep: Class 31 contains 93822 members 
Mstep: Class 32 contains 3141 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9588 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2263 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 6598 members 
Mstep: Class 41 contains 390 members 
Entering Unmasked Estep 
Score: -111775512.000000 Penalty: 91479.007812
Splitting cluster 7 changes total score from -111776208.000000 to -111775512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (5012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Entering Unmasked Estep 
Score: -575759.062500 Penalty: 1384.433472
	Iteration 0F: 2 clusters Score -575759.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -571807.687500 Penalty: 2768.866943
	Iteration 0F: 3 clusters Score -571807.7 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -573138.000000 Penalty: 2768.866943
	Iteration 1F: 3 clusters Score -573138 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -573682.937500 Penalty: 2768.866943
	Iteration 2F: 3 clusters Score -573682.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -574284.125000 Penalty: 2768.866943
	Iteration 3F: 3 clusters Score -574284.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -574743.000000 Penalty: 2768.866943
	Iteration 4F: 3 clusters Score -574743 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -575023.937500 Penalty: 2768.866943
	Iteration 5F: 3 clusters Score -575023.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -575203.000000 Penalty: 2768.866943
	Iteration 6Q: 3 clusters Score -575203 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -575290.500000 Penalty: 2768.866943
	Iteration 7Q: 3 clusters Score -575290.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -575347.812500 Penalty: 2768.866943
	Iteration 8Q: 3 clusters Score -575347.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -575384.437500 Penalty: 2768.866943
	Iteration 9Q: 3 clusters Score -575384.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -575411.062500 Penalty: 2768.866943
	Iteration 10Q: 3 clusters Score -575411.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -575423.750000 Penalty: 2768.866943
	Iteration 11Q: 3 clusters Score -575423.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -575437.000000 Penalty: 2768.866943
	Iteration 12Q: 3 clusters Score -575437 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -575449.562500 Penalty: 2768.866943
	Iteration 13Q: 3 clusters Score -575449.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -575458.750000 Penalty: 2768.866943
	Iteration 14Q: 3 clusters Score -575458.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -575465.375000 Penalty: 2768.866943
	Iteration 15Q: 3 clusters Score -575465.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -575472.500000 Penalty: 2768.866943
	Iteration 16Q: 3 clusters Score -575472.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -575480.875000 Penalty: 2768.866943
	Iteration 17Q: 3 clusters Score -575480.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -575493.062500 Penalty: 2768.866943
	Iteration 18Q: 3 clusters Score -575493.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -575501.937500 Penalty: 2768.866943
	Iteration 19Q: 3 clusters Score -575501.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -575509.187500 Penalty: 2768.866943
	Iteration 20F: 3 clusters Score -575509.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -575516.937500 Penalty: 2768.866943
	Iteration 21Q: 3 clusters Score -575516.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -575523.437500 Penalty: 2768.866943
	Iteration 22Q: 3 clusters Score -575523.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -575531.000000 Penalty: 2768.866943
	Iteration 23Q: 3 clusters Score -575531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -575540.687500 Penalty: 2768.866943
	Iteration 24Q: 3 clusters Score -575540.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -575549.687500 Penalty: 2768.866943
	Iteration 25Q: 3 clusters Score -575549.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -575559.562500 Penalty: 2768.866943
	Iteration 26Q: 3 clusters Score -575559.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -575564.750000 Penalty: 2768.866943
	Iteration 27Q: 3 clusters Score -575564.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -575567.625000 Penalty: 2768.866943
	Iteration 28Q: 3 clusters Score -575567.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -575569.187500 Penalty: 2768.866943
	Iteration 29Q: 3 clusters Score -575569.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -575570.875000 Penalty: 2768.866943
	Iteration 30Q: 3 clusters Score -575570.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -575570.750000 Penalty: 2768.866943
	Iteration 31Q: 3 clusters Score -575570.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -575570.062500 Penalty: 2768.866943
	Iteration 32Q: 3 clusters Score -575570.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -575571.812500 Penalty: 2768.866943
	Iteration 33Q: 3 clusters Score -575571.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -575571.062500 Penalty: 2768.866943
	Iteration 34Q: 3 clusters Score -575571.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -575571.062500 Penalty: 2768.866943
	Iteration 35Q: 3 clusters Score -575571.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -575571.062500 Penalty: 2768.866943
	Iteration 36F: 3 clusters Score -575571.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Entering Unmasked Estep 
Score: -562183.312500 Penalty: 1372.146362
	Iteration 0F: 2 clusters Score -562183.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -558434.187500 Penalty: 2744.292725
	Iteration 0F: 3 clusters Score -558434.2 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -559342.750000 Penalty: 2744.292725
	Iteration 1F: 3 clusters Score -559342.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -559517.312500 Penalty: 2744.292725
	Iteration 2F: 3 clusters Score -559517.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -559633.000000 Penalty: 2744.292725
	Iteration 3F: 3 clusters Score -559633 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -559728.187500 Penalty: 2744.292725
	Iteration 4Q: 3 clusters Score -559728.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -559806.437500 Penalty: 2744.292725
	Iteration 5Q: 3 clusters Score -559806.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -559869.187500 Penalty: 2744.292725
	Iteration 6Q: 3 clusters Score -559869.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -559919.000000 Penalty: 2744.292725
	Iteration 7Q: 3 clusters Score -559919 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -559959.812500 Penalty: 2744.292725
	Iteration 8Q: 3 clusters Score -559959.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -560004.875000 Penalty: 2744.292725
	Iteration 9Q: 3 clusters Score -560004.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -560054.312500 Penalty: 2744.292725
	Iteration 10Q: 3 clusters Score -560054.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -560101.875000 Penalty: 2744.292725
	Iteration 11Q: 3 clusters Score -560101.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -560154.812500 Penalty: 2744.292725
	Iteration 12Q: 3 clusters Score -560154.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -560210.625000 Penalty: 2744.292725
	Iteration 13Q: 3 clusters Score -560210.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -560256.625000 Penalty: 2744.292725
	Iteration 14Q: 3 clusters Score -560256.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -560293.000000 Penalty: 2744.292725
	Iteration 15Q: 3 clusters Score -560293 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -560327.687500 Penalty: 2744.292725
	Iteration 16Q: 3 clusters Score -560327.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -560371.812500 Penalty: 2744.292725
	Iteration 17Q: 3 clusters Score -560371.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -560425.937500 Penalty: 2744.292725
	Iteration 18Q: 3 clusters Score -560425.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -560475.062500 Penalty: 2744.292725
	Iteration 19Q: 3 clusters Score -560475.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -560541.187500 Penalty: 2744.292725
	Iteration 20F: 3 clusters Score -560541.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -560626.500000 Penalty: 2744.292725
	Iteration 21Q: 3 clusters Score -560626.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -560706.312500 Penalty: 2744.292725
	Iteration 22Q: 3 clusters Score -560706.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -560786.750000 Penalty: 2744.292725
	Iteration 23Q: 3 clusters Score -560786.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -560844.750000 Penalty: 2744.292725
	Iteration 24Q: 3 clusters Score -560844.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -560888.250000 Penalty: 2744.292725
	Iteration 25Q: 3 clusters Score -560888.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -560923.937500 Penalty: 2744.292725
	Iteration 26Q: 3 clusters Score -560923.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -560959.687500 Penalty: 2744.292725
	Iteration 27Q: 3 clusters Score -560959.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -560996.375000 Penalty: 2744.292725
	Iteration 28Q: 3 clusters Score -560996.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -561032.000000 Penalty: 2744.292725
	Iteration 29Q: 3 clusters Score -561032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -561052.875000 Penalty: 2744.292725
	Iteration 30Q: 3 clusters Score -561052.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -561070.312500 Penalty: 2744.292725
	Iteration 31Q: 3 clusters Score -561070.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -561083.687500 Penalty: 2744.292725
	Iteration 32Q: 3 clusters Score -561083.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -561092.562500 Penalty: 2744.292725
	Iteration 33Q: 3 clusters Score -561092.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -561104.562500 Penalty: 2744.292725
	Iteration 34Q: 3 clusters Score -561104.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -561112.312500 Penalty: 2744.292725
	Iteration 35Q: 3 clusters Score -561112.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -561119.000000 Penalty: 2744.292725
	Iteration 36Q: 3 clusters Score -561119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -561127.437500 Penalty: 2744.292725
	Iteration 37Q: 3 clusters Score -561127.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -561134.375000 Penalty: 2744.292725
	Iteration 38Q: 3 clusters Score -561134.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -561140.000000 Penalty: 2744.292725
	Iteration 39Q: 3 clusters Score -561140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -561148.375000 Penalty: 2744.292725
	Iteration 40F: 3 clusters Score -561148.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -561152.625000 Penalty: 2744.292725
	Iteration 41Q: 3 clusters Score -561152.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -561154.562500 Penalty: 2744.292725
	Iteration 42Q: 3 clusters Score -561154.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -561159.062500 Penalty: 2744.292725
	Iteration 43Q: 3 clusters Score -561159.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -561166.125000 Penalty: 2744.292725
	Iteration 44Q: 3 clusters Score -561166.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -561174.500000 Penalty: 2744.292725
	Iteration 45Q: 3 clusters Score -561174.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -561179.000000 Penalty: 2744.292725
	Iteration 46Q: 3 clusters Score -561179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -561180.062500 Penalty: 2744.292725
	Iteration 47Q: 3 clusters Score -561180.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -561180.062500 Penalty: 2744.292725
	Iteration 48F: 3 clusters Score -561180.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Entering Unmasked Estep 
Score: -176543.125000 Penalty: 1179.834961
	Iteration 0F: 2 clusters Score -176543.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -174833.593750 Penalty: 2359.669922
	Iteration 0F: 3 clusters Score -174833.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -175241.156250 Penalty: 2359.669922
	Iteration 1F: 3 clusters Score -175241.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -175433.171875 Penalty: 2359.669922
	Iteration 2F: 3 clusters Score -175433.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -175637.031250 Penalty: 2359.669922
	Iteration 3F: 3 clusters Score -175637 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -175870.562500 Penalty: 2359.669922
	Iteration 4F: 3 clusters Score -175870.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -176061.625000 Penalty: 2359.669922
	Iteration 5F: 3 clusters Score -176061.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -176180.343750 Penalty: 2359.669922
	Iteration 6F: 3 clusters Score -176180.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -176260.796875 Penalty: 2359.669922
	Iteration 7Q: 3 clusters Score -176260.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -176327.062500 Penalty: 2359.669922
	Iteration 8Q: 3 clusters Score -176327.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -176363.140625 Penalty: 2359.669922
	Iteration 9Q: 3 clusters Score -176363.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -176386.375000 Penalty: 2359.669922
	Iteration 10Q: 3 clusters Score -176386.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -176399.515625 Penalty: 2359.669922
	Iteration 11Q: 3 clusters Score -176399.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -176401.234375 Penalty: 2359.669922
	Iteration 12Q: 3 clusters Score -176401.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -176401.812500 Penalty: 2359.669922
	Iteration 13Q: 3 clusters Score -176401.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -176403.031250 Penalty: 2359.669922
	Iteration 14Q: 3 clusters Score -176403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -176403.031250 Penalty: 2359.669922
	Iteration 15F: 3 clusters Score -176403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Entering Unmasked Estep 
Score: -1716337.875000 Penalty: 1548.971802
	Iteration 0F: 2 clusters Score -1716338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1706787.500000 Penalty: 3097.943604
	Iteration 0F: 3 clusters Score -1706788 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1710105.625000 Penalty: 3097.943604
	Iteration 1F: 3 clusters Score -1710106 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1710376.500000 Penalty: 3097.943604
	Iteration 2F: 3 clusters Score -1710376 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1710608.625000 Penalty: 3097.943604
	Iteration 3Q: 3 clusters Score -1710609 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1710843.250000 Penalty: 3097.943604
	Iteration 4Q: 3 clusters Score -1710843 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1711138.625000 Penalty: 3097.943604
	Iteration 5Q: 3 clusters Score -1711139 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1711605.500000 Penalty: 3097.943604
	Iteration 6Q: 3 clusters Score -1711606 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1712393.125000 Penalty: 3097.943604
	Iteration 7F: 3 clusters Score -1712393 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1713138.500000 Penalty: 3097.943604
	Iteration 8F: 3 clusters Score -1713138 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1713711.625000 Penalty: 3097.943604
	Iteration 9F: 3 clusters Score -1713712 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1714179.250000 Penalty: 3097.943604
	Iteration 10F: 3 clusters Score -1714179 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1714558.250000 Penalty: 3097.943604
	Iteration 11Q: 3 clusters Score -1714558 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1714844.500000 Penalty: 3097.943604
	Iteration 12Q: 3 clusters Score -1714844 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1715075.625000 Penalty: 3097.943604
	Iteration 13Q: 3 clusters Score -1715076 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1715233.500000 Penalty: 3097.943604
	Iteration 14Q: 3 clusters Score -1715234 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1715356.250000 Penalty: 3097.943604
	Iteration 15Q: 3 clusters Score -1715356 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1715453.250000 Penalty: 3097.943604
	Iteration 16Q: 3 clusters Score -1715453 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1715530.125000 Penalty: 3097.943604
	Iteration 17Q: 3 clusters Score -1715530 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1715584.375000 Penalty: 3097.943604
	Iteration 18Q: 3 clusters Score -1715584 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1715612.375000 Penalty: 3097.943604
	Iteration 19Q: 3 clusters Score -1715612 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1715639.250000 Penalty: 3097.943604
	Iteration 20F: 3 clusters Score -1715639 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1715673.875000 Penalty: 3097.943604
	Iteration 21Q: 3 clusters Score -1715674 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1715707.875000 Penalty: 3097.943604
	Iteration 22Q: 3 clusters Score -1715708 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1715734.750000 Penalty: 3097.943604
	Iteration 23Q: 3 clusters Score -1715735 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1715772.500000 Penalty: 3097.943604
	Iteration 24Q: 3 clusters Score -1715772 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1715791.875000 Penalty: 3097.943604
	Iteration 25Q: 3 clusters Score -1715792 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1715809.750000 Penalty: 3097.943604
	Iteration 26Q: 3 clusters Score -1715810 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1715823.875000 Penalty: 3097.943604
	Iteration 27Q: 3 clusters Score -1715824 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1715835.875000 Penalty: 3097.943604
	Iteration 28Q: 3 clusters Score -1715836 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1715841.250000 Penalty: 3097.943604
	Iteration 29Q: 3 clusters Score -1715841 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1715857.875000 Penalty: 3097.943604
	Iteration 30Q: 3 clusters Score -1715858 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1715858.375000 Penalty: 3097.943604
	Iteration 31Q: 3 clusters Score -1715858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1715866.625000 Penalty: 3097.943604
	Iteration 32Q: 3 clusters Score -1715867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1715870.500000 Penalty: 3097.943604
	Iteration 33Q: 3 clusters Score -1715870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1715877.750000 Penalty: 3097.943604
	Iteration 34Q: 3 clusters Score -1715878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1715884.625000 Penalty: 3097.943604
	Iteration 35Q: 3 clusters Score -1715885 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1715889.875000 Penalty: 3097.943604
	Iteration 36Q: 3 clusters Score -1715890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1715895.250000 Penalty: 3097.943604
	Iteration 37Q: 3 clusters Score -1715895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1715894.750000 Penalty: 3097.943604
	Iteration 38Q: 3 clusters Score -1715895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1715901.875000 Penalty: 3097.943604
	Iteration 39Q: 3 clusters Score -1715902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1715902.000000 Penalty: 3097.943604
	Iteration 40F: 3 clusters Score -1715902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1715908.000000 Penalty: 3097.943604
	Iteration 41Q: 3 clusters Score -1715908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1715915.625000 Penalty: 3097.943604
	Iteration 42Q: 3 clusters Score -1715916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1715921.500000 Penalty: 3097.943604
	Iteration 43Q: 3 clusters Score -1715922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1715922.875000 Penalty: 3097.943604
	Iteration 44Q: 3 clusters Score -1715923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1715924.875000 Penalty: 3097.943604
	Iteration 45Q: 3 clusters Score -1715925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1715926.875000 Penalty: 3097.943604
	Iteration 46Q: 3 clusters Score -1715927 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1715936.000000 Penalty: 3097.943604
	Iteration 47Q: 3 clusters Score -1715936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1715939.500000 Penalty: 3097.943604
	Iteration 48Q: 3 clusters Score -1715940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1715941.750000 Penalty: 3097.943604
	Iteration 49Q: 3 clusters Score -1715942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1715944.000000 Penalty: 3097.943604
	Iteration 50Q: 3 clusters Score -1715944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1715944.875000 Penalty: 3097.943604
	Iteration 51Q: 3 clusters Score -1715945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1715948.125000 Penalty: 3097.943604
	Iteration 52Q: 3 clusters Score -1715948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1715951.125000 Penalty: 3097.943604
	Iteration 53Q: 3 clusters Score -1715951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1715955.250000 Penalty: 3097.943604
	Iteration 54Q: 3 clusters Score -1715955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1715957.500000 Penalty: 3097.943604
	Iteration 55Q: 3 clusters Score -1715958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1715957.375000 Penalty: 3097.943604
	Iteration 56Q: 3 clusters Score -1715957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1715960.250000 Penalty: 3097.943604
	Iteration 57Q: 3 clusters Score -1715960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1715964.125000 Penalty: 3097.943604
	Iteration 58Q: 3 clusters Score -1715964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1715966.375000 Penalty: 3097.943604
	Iteration 59Q: 3 clusters Score -1715966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1715967.750000 Penalty: 3097.943604
	Iteration 60F: 3 clusters Score -1715968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1715968.500000 Penalty: 3097.943604
	Iteration 61Q: 3 clusters Score -1715968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1715966.875000 Penalty: 3097.943604
	Iteration 62Q: 3 clusters Score -1715967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1715966.875000 Penalty: 3097.943604
	Iteration 63F: 3 clusters Score -1715967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -26884.195312 Penalty: 954.219177
	Iteration 0F: 2 clusters Score -26884.2 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 172 members 
Entering Unmasked Estep 
Score: -26017.910156 Penalty: 1908.438354
	Iteration 0F: 3 clusters Score -26017.91 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -26415.212891 Penalty: 1908.438354
	Iteration 1F: 3 clusters Score -26415.21 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -26781.794922 Penalty: 1908.438354
	Iteration 2F: 3 clusters Score -26781.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -26910.455078 Penalty: 1908.438354
	Iteration 3F: 3 clusters Score -26910.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -26949.042969 Penalty: 1908.438354
	Iteration 4Q: 3 clusters Score -26949.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -26972.035156 Penalty: 1908.438354
	Iteration 5Q: 3 clusters Score -26972.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -26986.498047 Penalty: 1908.438354
	Iteration 6Q: 3 clusters Score -26986.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -26986.498047 Penalty: 1908.438354
	Iteration 7F: 3 clusters Score -26986.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21183 members 
Mstep: Class 4 contains 29272 members 
Mstep: Class 5 contains 9943 members 
Mstep: Class 6 contains 6754 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5012 members 
Mstep: Class 9 contains 4647 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 11 contains 13796 members 
Mstep: Class 12 contains 131 members 
Mstep: Class 13 contains 36316 members 
Mstep: Class 14 contains 56423 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107338 members 
Mstep: Class 18 contains 3513 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 54993 members 
Mstep: Class 21 contains 6710 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 64179 members 
Mstep: Class 24 contains 97501 members 
Mstep: Class 25 contains 68582 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102517 members 
Mstep: Class 29 contains 4712 members 
Mstep: Class 30 contains 75570 members 
Mstep: Class 31 contains 93822 members 
Mstep: Class 32 contains 3141 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9588 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2263 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 6598 members 
Mstep: Class 41 contains 224 members 
Entering Unmasked Estep 
Score: -111775032.000000 Penalty: 91479.007812
Splitting cluster 12 changes total score from -111776208.000000 to -111775032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (36316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Entering Unmasked Estep 
Score: -4512917.500000 Penalty: 1706.252197
	Iteration 0F: 2 clusters Score -4512918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -4488513.000000 Penalty: 3412.504395
	Iteration 0F: 3 clusters Score -4488513 nChanged 16899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -4498366.000000 Penalty: 3412.504395
	Iteration 1F: 3 clusters Score -4498366 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -4499074.500000 Penalty: 3412.504395
	Iteration 2Q: 3 clusters Score -4499074 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -4499798.500000 Penalty: 3412.504395
	Iteration 3Q: 3 clusters Score -4499798 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -4500608.500000 Penalty: 3412.504395
	Iteration 4Q: 3 clusters Score -4500608 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -4501417.500000 Penalty: 3412.504395
	Iteration 5Q: 3 clusters Score -4501418 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -4502257.000000 Penalty: 3412.504395
	Iteration 6Q: 3 clusters Score -4502257 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -4503118.500000 Penalty: 3412.504395
	Iteration 7Q: 3 clusters Score -4503118 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -4504120.500000 Penalty: 3412.504395
	Iteration 8Q: 3 clusters Score -4504120 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -4505040.500000 Penalty: 3412.504395
	Iteration 9Q: 3 clusters Score -4505040 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -4505759.000000 Penalty: 3412.504395
	Iteration 10Q: 3 clusters Score -4505759 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -4506142.500000 Penalty: 3412.504395
	Iteration 11Q: 3 clusters Score -4506142 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -4506286.000000 Penalty: 3412.504395
	Iteration 12Q: 3 clusters Score -4506286 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -4506340.500000 Penalty: 3412.504395
	Iteration 13Q: 3 clusters Score -4506340 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -4506406.000000 Penalty: 3412.504395
	Iteration 14Q: 3 clusters Score -4506406 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -4506433.000000 Penalty: 3412.504395
	Iteration 15Q: 3 clusters Score -4506433 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -4506459.500000 Penalty: 3412.504395
	Iteration 16Q: 3 clusters Score -4506460 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -4506488.500000 Penalty: 3412.504395
	Iteration 17Q: 3 clusters Score -4506488 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -4506522.500000 Penalty: 3412.504395
	Iteration 18Q: 3 clusters Score -4506522 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -4506554.500000 Penalty: 3412.504395
	Iteration 19Q: 3 clusters Score -4506554 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -4506585.500000 Penalty: 3412.504395
	Iteration 20F: 3 clusters Score -4506586 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -4506617.500000 Penalty: 3412.504395
	Iteration 21Q: 3 clusters Score -4506618 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -4506652.500000 Penalty: 3412.504395
	Iteration 22Q: 3 clusters Score -4506652 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -4506687.500000 Penalty: 3412.504395
	Iteration 23Q: 3 clusters Score -4506688 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -4506728.500000 Penalty: 3412.504395
	Iteration 24Q: 3 clusters Score -4506728 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -4506781.500000 Penalty: 3412.504395
	Iteration 25Q: 3 clusters Score -4506782 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -4506808.000000 Penalty: 3412.504395
	Iteration 26Q: 3 clusters Score -4506808 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -4506857.000000 Penalty: 3412.504395
	Iteration 27Q: 3 clusters Score -4506857 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -4506906.500000 Penalty: 3412.504395
	Iteration 28Q: 3 clusters Score -4506906 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -4506955.000000 Penalty: 3412.504395
	Iteration 29Q: 3 clusters Score -4506955 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -4507010.000000 Penalty: 3412.504395
	Iteration 30Q: 3 clusters Score -4507010 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -4507098.500000 Penalty: 3412.504395
	Iteration 31Q: 3 clusters Score -4507098 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -4507194.500000 Penalty: 3412.504395
	Iteration 32Q: 3 clusters Score -4507194 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -4507323.000000 Penalty: 3412.504395
	Iteration 33Q: 3 clusters Score -4507323 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -4507473.500000 Penalty: 3412.504395
	Iteration 34Q: 3 clusters Score -4507474 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -4507661.500000 Penalty: 3412.504395
	Iteration 35Q: 3 clusters Score -4507662 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -4507886.000000 Penalty: 3412.504395
	Iteration 36Q: 3 clusters Score -4507886 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -4508167.500000 Penalty: 3412.504395
	Iteration 37Q: 3 clusters Score -4508168 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -4508485.500000 Penalty: 3412.504395
	Iteration 38Q: 3 clusters Score -4508486 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -4508806.000000 Penalty: 3412.504395
	Iteration 39Q: 3 clusters Score -4508806 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -4509109.500000 Penalty: 3412.504395
	Iteration 40F: 3 clusters Score -4509110 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -4509423.500000 Penalty: 3412.504395
	Iteration 41Q: 3 clusters Score -4509424 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -4509721.500000 Penalty: 3412.504395
	Iteration 42Q: 3 clusters Score -4509722 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -4509950.000000 Penalty: 3412.504395
	Iteration 43Q: 3 clusters Score -4509950 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -4510163.000000 Penalty: 3412.504395
	Iteration 44Q: 3 clusters Score -4510163 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -4510340.000000 Penalty: 3412.504395
	Iteration 45Q: 3 clusters Score -4510340 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -4510498.500000 Penalty: 3412.504395
	Iteration 46Q: 3 clusters Score -4510498 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -4510591.500000 Penalty: 3412.504395
	Iteration 47Q: 3 clusters Score -4510592 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -4510731.000000 Penalty: 3412.504395
	Iteration 48Q: 3 clusters Score -4510731 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -4510821.000000 Penalty: 3412.504395
	Iteration 49Q: 3 clusters Score -4510821 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -4510922.000000 Penalty: 3412.504395
	Iteration 50Q: 3 clusters Score -4510922 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -4510995.000000 Penalty: 3412.504395
	Iteration 51Q: 3 clusters Score -4510995 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -4511066.500000 Penalty: 3412.504395
	Iteration 52Q: 3 clusters Score -4511066 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -4511134.500000 Penalty: 3412.504395
	Iteration 53Q: 3 clusters Score -4511134 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -4511195.000000 Penalty: 3412.504395
	Iteration 54Q: 3 clusters Score -4511195 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -4511239.000000 Penalty: 3412.504395
	Iteration 55Q: 3 clusters Score -4511239 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -4511278.000000 Penalty: 3412.504395
	Iteration 56Q: 3 clusters Score -4511278 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -4511320.500000 Penalty: 3412.504395
	Iteration 57Q: 3 clusters Score -4511320 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4511374.000000 Penalty: 3412.504395
	Iteration 58Q: 3 clusters Score -4511374 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -4511419.500000 Penalty: 3412.504395
	Iteration 59Q: 3 clusters Score -4511420 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4511447.500000 Penalty: 3412.504395
	Iteration 60F: 3 clusters Score -4511448 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4511498.000000 Penalty: 3412.504395
	Iteration 61Q: 3 clusters Score -4511498 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4511517.000000 Penalty: 3412.504395
	Iteration 62Q: 3 clusters Score -4511517 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4511544.500000 Penalty: 3412.504395
	Iteration 63Q: 3 clusters Score -4511544 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4511571.000000 Penalty: 3412.504395
	Iteration 64Q: 3 clusters Score -4511571 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4511586.000000 Penalty: 3412.504395
	Iteration 65Q: 3 clusters Score -4511586 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4511601.500000 Penalty: 3412.504395
	Iteration 66Q: 3 clusters Score -4511602 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4511610.000000 Penalty: 3412.504395
	Iteration 67Q: 3 clusters Score -4511610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4511615.000000 Penalty: 3412.504395
	Iteration 68Q: 3 clusters Score -4511615 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4511618.500000 Penalty: 3412.504395
	Iteration 69Q: 3 clusters Score -4511618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4511622.000000 Penalty: 3412.504395
	Iteration 70Q: 3 clusters Score -4511622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4511629.000000 Penalty: 3412.504395
	Iteration 71Q: 3 clusters Score -4511629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4511637.000000 Penalty: 3412.504395
	Iteration 72Q: 3 clusters Score -4511637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4511641.500000 Penalty: 3412.504395
	Iteration 73Q: 3 clusters Score -4511642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4511650.500000 Penalty: 3412.504395
	Iteration 74Q: 3 clusters Score -4511650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4511661.000000 Penalty: 3412.504395
	Iteration 75Q: 3 clusters Score -4511661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4511662.000000 Penalty: 3412.504395
	Iteration 76Q: 3 clusters Score -4511662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4511669.500000 Penalty: 3412.504395
	Iteration 77Q: 3 clusters Score -4511670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4511674.500000 Penalty: 3412.504395
	Iteration 78Q: 3 clusters Score -4511674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4511677.000000 Penalty: 3412.504395
	Iteration 79Q: 3 clusters Score -4511677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4511680.500000 Penalty: 3412.504395
	Iteration 80F: 3 clusters Score -4511680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4511683.500000 Penalty: 3412.504395
	Iteration 81Q: 3 clusters Score -4511684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4511691.000000 Penalty: 3412.504395
	Iteration 82Q: 3 clusters Score -4511691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4511695.500000 Penalty: 3412.504395
	Iteration 83Q: 3 clusters Score -4511696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4511694.500000 Penalty: 3412.504395
	Iteration 84Q: 3 clusters Score -4511694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4511698.500000 Penalty: 3412.504395
	Iteration 85Q: 3 clusters Score -4511698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4511711.500000 Penalty: 3412.504395
	Iteration 86Q: 3 clusters Score -4511712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4511714.500000 Penalty: 3412.504395
	Iteration 87Q: 3 clusters Score -4511714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4511719.000000 Penalty: 3412.504395
	Iteration 88Q: 3 clusters Score -4511719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4511723.000000 Penalty: 3412.504395
	Iteration 89Q: 3 clusters Score -4511723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4511726.000000 Penalty: 3412.504395
	Iteration 90Q: 3 clusters Score -4511726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4511731.500000 Penalty: 3412.504395
	Iteration 91Q: 3 clusters Score -4511732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4511730.000000 Penalty: 3412.504395
	Iteration 92Q: 3 clusters Score -4511730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4511733.500000 Penalty: 3412.504395
	Iteration 93Q: 3 clusters Score -4511734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4511727.500000 Penalty: 3412.504395
	Iteration 94Q: 3 clusters Score -4511728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4511727.500000 Penalty: 3412.504395
	Iteration 95F: 3 clusters Score -4511728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56423 members 
Entering Unmasked Estep 
Score: -6843422.000000 Penalty: 1777.852661
	Iteration 0F: 2 clusters Score -6843422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -6805698.500000 Penalty: 3555.705322
	Iteration 0F: 3 clusters Score -6805698 nChanged 26792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -6820752.500000 Penalty: 3555.705322
	Iteration 1F: 3 clusters Score -6820752 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -6821356.500000 Penalty: 3555.705322
	Iteration 2Q: 3 clusters Score -6821356 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -6822210.000000 Penalty: 3555.705322
	Iteration 3Q: 3 clusters Score -6822210 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -6823338.500000 Penalty: 3555.705322
	Iteration 4Q: 3 clusters Score -6823338 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -6825111.000000 Penalty: 3555.705322
	Iteration 5F: 3 clusters Score -6825111 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -6827800.000000 Penalty: 3555.705322
	Iteration 6F: 3 clusters Score -6827800 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45024 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -6831424.000000 Penalty: 3555.705322
	Iteration 7F: 3 clusters Score -6831424 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49483 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -6835551.000000 Penalty: 3555.705322
	Iteration 8F: 3 clusters Score -6835551 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52955 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -6838912.500000 Penalty: 3555.705322
	Iteration 9F: 3 clusters Score -6838912 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54948 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -6840750.500000 Penalty: 3555.705322
	Iteration 10Q: 3 clusters Score -6840750 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55749 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6841452.000000 Penalty: 3555.705322
	Iteration 11Q: 3 clusters Score -6841452 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56017 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6841704.500000 Penalty: 3555.705322
	Iteration 12Q: 3 clusters Score -6841704 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56115 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6841810.500000 Penalty: 3555.705322
	Iteration 13Q: 3 clusters Score -6841810 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56153 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6841863.000000 Penalty: 3555.705322
	Iteration 14Q: 3 clusters Score -6841863 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56172 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6841896.500000 Penalty: 3555.705322
	Iteration 15Q: 3 clusters Score -6841896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56178 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6841903.500000 Penalty: 3555.705322
	Iteration 16Q: 3 clusters Score -6841904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56184 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -6841913.500000 Penalty: 3555.705322
	Iteration 17Q: 3 clusters Score -6841914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56183 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6841917.000000 Penalty: 3555.705322
	Iteration 18Q: 3 clusters Score -6841917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56186 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -6841924.000000 Penalty: 3555.705322
	Iteration 19Q: 3 clusters Score -6841924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56187 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6841923.000000 Penalty: 3555.705322
	Iteration 20F: 3 clusters Score -6841923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56188 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6841926.500000 Penalty: 3555.705322
	Iteration 21Q: 3 clusters Score -6841926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56190 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6841924.500000 Penalty: 3555.705322
	Iteration 22Q: 3 clusters Score -6841924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56193 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -6841925.000000 Penalty: 3555.705322
	Iteration 23Q: 3 clusters Score -6841925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56195 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6841932.000000 Penalty: 3555.705322
	Iteration 24Q: 3 clusters Score -6841932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56196 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6841933.500000 Penalty: 3555.705322
	Iteration 25Q: 3 clusters Score -6841934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56197 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6841935.000000 Penalty: 3555.705322
	Iteration 26Q: 3 clusters Score -6841935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56196 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6841935.000000 Penalty: 3555.705322
	Iteration 27Q: 3 clusters Score -6841935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56196 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6841935.000000 Penalty: 3555.705322
	Iteration 28F: 3 clusters Score -6841935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Entering Unmasked Estep 
Score: -1168259.375000 Penalty: 1485.949951
	Iteration 0F: 2 clusters Score -1168259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1161452.750000 Penalty: 2971.899902
	Iteration 0F: 3 clusters Score -1161453 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1163748.500000 Penalty: 2971.899902
	Iteration 1F: 3 clusters Score -1163748 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1164031.375000 Penalty: 2971.899902
	Iteration 2F: 3 clusters Score -1164031 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1164260.875000 Penalty: 2971.899902
	Iteration 3F: 3 clusters Score -1164261 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1164431.750000 Penalty: 2971.899902
	Iteration 4Q: 3 clusters Score -1164432 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1164555.625000 Penalty: 2971.899902
	Iteration 5Q: 3 clusters Score -1164556 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1164673.250000 Penalty: 2971.899902
	Iteration 6Q: 3 clusters Score -1164673 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1164802.375000 Penalty: 2971.899902
	Iteration 7Q: 3 clusters Score -1164802 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1164947.000000 Penalty: 2971.899902
	Iteration 8Q: 3 clusters Score -1164947 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1165108.250000 Penalty: 2971.899902
	Iteration 9Q: 3 clusters Score -1165108 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1165279.250000 Penalty: 2971.899902
	Iteration 10Q: 3 clusters Score -1165279 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1165460.375000 Penalty: 2971.899902
	Iteration 11Q: 3 clusters Score -1165460 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1165637.125000 Penalty: 2971.899902
	Iteration 12Q: 3 clusters Score -1165637 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1165797.750000 Penalty: 2971.899902
	Iteration 13Q: 3 clusters Score -1165798 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1165933.500000 Penalty: 2971.899902
	Iteration 14Q: 3 clusters Score -1165934 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1166062.000000 Penalty: 2971.899902
	Iteration 15Q: 3 clusters Score -1166062 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1166152.375000 Penalty: 2971.899902
	Iteration 16Q: 3 clusters Score -1166152 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1166232.375000 Penalty: 2971.899902
	Iteration 17Q: 3 clusters Score -1166232 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1166295.625000 Penalty: 2971.899902
	Iteration 18Q: 3 clusters Score -1166296 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1166344.000000 Penalty: 2971.899902
	Iteration 19Q: 3 clusters Score -1166344 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1166379.125000 Penalty: 2971.899902
	Iteration 20F: 3 clusters Score -1166379 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1166413.375000 Penalty: 2971.899902
	Iteration 21Q: 3 clusters Score -1166413 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1166442.625000 Penalty: 2971.899902
	Iteration 22Q: 3 clusters Score -1166443 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1166471.875000 Penalty: 2971.899902
	Iteration 23Q: 3 clusters Score -1166472 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1166503.875000 Penalty: 2971.899902
	Iteration 24Q: 3 clusters Score -1166504 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1166536.875000 Penalty: 2971.899902
	Iteration 25Q: 3 clusters Score -1166537 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1166570.625000 Penalty: 2971.899902
	Iteration 26Q: 3 clusters Score -1166571 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1166612.875000 Penalty: 2971.899902
	Iteration 27Q: 3 clusters Score -1166613 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1166652.000000 Penalty: 2971.899902
	Iteration 28Q: 3 clusters Score -1166652 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1166694.750000 Penalty: 2971.899902
	Iteration 29Q: 3 clusters Score -1166695 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1166735.875000 Penalty: 2971.899902
	Iteration 30Q: 3 clusters Score -1166736 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1166771.875000 Penalty: 2971.899902
	Iteration 31Q: 3 clusters Score -1166772 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1166814.375000 Penalty: 2971.899902
	Iteration 32Q: 3 clusters Score -1166814 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1166856.250000 Penalty: 2971.899902
	Iteration 33Q: 3 clusters Score -1166856 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1166894.000000 Penalty: 2971.899902
	Iteration 34Q: 3 clusters Score -1166894 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1166923.750000 Penalty: 2971.899902
	Iteration 35Q: 3 clusters Score -1166924 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1166947.875000 Penalty: 2971.899902
	Iteration 36Q: 3 clusters Score -1166948 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1166970.875000 Penalty: 2971.899902
	Iteration 37Q: 3 clusters Score -1166971 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1166994.000000 Penalty: 2971.899902
	Iteration 38Q: 3 clusters Score -1166994 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1167020.000000 Penalty: 2971.899902
	Iteration 39Q: 3 clusters Score -1167020 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1167036.625000 Penalty: 2971.899902
	Iteration 40F: 3 clusters Score -1167037 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1167054.375000 Penalty: 2971.899902
	Iteration 41Q: 3 clusters Score -1167054 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1167066.250000 Penalty: 2971.899902
	Iteration 42Q: 3 clusters Score -1167066 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1167082.000000 Penalty: 2971.899902
	Iteration 43Q: 3 clusters Score -1167082 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1167091.875000 Penalty: 2971.899902
	Iteration 44Q: 3 clusters Score -1167092 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1167103.625000 Penalty: 2971.899902
	Iteration 45Q: 3 clusters Score -1167104 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1167113.375000 Penalty: 2971.899902
	Iteration 46Q: 3 clusters Score -1167113 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1167130.000000 Penalty: 2971.899902
	Iteration 47Q: 3 clusters Score -1167130 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1167138.750000 Penalty: 2971.899902
	Iteration 48Q: 3 clusters Score -1167139 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1167140.625000 Penalty: 2971.899902
	Iteration 49Q: 3 clusters Score -1167141 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1167146.500000 Penalty: 2971.899902
	Iteration 50Q: 3 clusters Score -1167146 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1167154.000000 Penalty: 2971.899902
	Iteration 51Q: 3 clusters Score -1167154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1167158.250000 Penalty: 2971.899902
	Iteration 52Q: 3 clusters Score -1167158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1167159.750000 Penalty: 2971.899902
	Iteration 53Q: 3 clusters Score -1167160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1167162.375000 Penalty: 2971.899902
	Iteration 54Q: 3 clusters Score -1167162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1167167.500000 Penalty: 2971.899902
	Iteration 55Q: 3 clusters Score -1167168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1167169.375000 Penalty: 2971.899902
	Iteration 56Q: 3 clusters Score -1167169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1167172.500000 Penalty: 2971.899902
	Iteration 57Q: 3 clusters Score -1167172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1167173.000000 Penalty: 2971.899902
	Iteration 58Q: 3 clusters Score -1167173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1167170.000000 Penalty: 2971.899902
	Iteration 59Q: 3 clusters Score -1167170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1167173.500000 Penalty: 2971.899902
	Iteration 60F: 3 clusters Score -1167174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1167173.750000 Penalty: 2971.899902
	Iteration 61Q: 3 clusters Score -1167174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1167175.125000 Penalty: 2971.899902
	Iteration 62Q: 3 clusters Score -1167175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1167175.000000 Penalty: 2971.899902
	Iteration 63Q: 3 clusters Score -1167175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1167177.375000 Penalty: 2971.899902
	Iteration 64Q: 3 clusters Score -1167177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1167178.500000 Penalty: 2971.899902
	Iteration 65Q: 3 clusters Score -1167178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1167178.000000 Penalty: 2971.899902
	Iteration 66Q: 3 clusters Score -1167178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1167178.500000 Penalty: 2971.899902
	Iteration 67Q: 3 clusters Score -1167178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1167179.250000 Penalty: 2971.899902
	Iteration 68Q: 3 clusters Score -1167179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1167178.375000 Penalty: 2971.899902
	Iteration 69Q: 3 clusters Score -1167178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1167177.750000 Penalty: 2971.899902
	Iteration 70Q: 3 clusters Score -1167178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1167180.250000 Penalty: 2971.899902
	Iteration 71Q: 3 clusters Score -1167180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1167182.625000 Penalty: 2971.899902
	Iteration 72Q: 3 clusters Score -1167183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1167182.750000 Penalty: 2971.899902
	Iteration 73Q: 3 clusters Score -1167183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1167184.750000 Penalty: 2971.899902
	Iteration 74Q: 3 clusters Score -1167185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1167185.750000 Penalty: 2971.899902
	Iteration 75Q: 3 clusters Score -1167186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1167185.875000 Penalty: 2971.899902
	Iteration 76Q: 3 clusters Score -1167186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1167185.625000 Penalty: 2971.899902
	Iteration 77Q: 3 clusters Score -1167186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1167188.875000 Penalty: 2971.899902
	Iteration 78Q: 3 clusters Score -1167189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1167186.875000 Penalty: 2971.899902
	Iteration 79Q: 3 clusters Score -1167187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1167188.000000 Penalty: 2971.899902
	Iteration 80F: 3 clusters Score -1167188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1167188.250000 Penalty: 2971.899902
	Iteration 81Q: 3 clusters Score -1167188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1167188.125000 Penalty: 2971.899902
	Iteration 82Q: 3 clusters Score -1167188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1167186.875000 Penalty: 2971.899902
	Iteration 83Q: 3 clusters Score -1167187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1167186.875000 Penalty: 2971.899902
	Iteration 84Q: 3 clusters Score -1167187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1167187.625000 Penalty: 2971.899902
	Iteration 85Q: 3 clusters Score -1167188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1167187.875000 Penalty: 2971.899902
	Iteration 86Q: 3 clusters Score -1167188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1167188.250000 Penalty: 2971.899902
	Iteration 87Q: 3 clusters Score -1167188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1167188.875000 Penalty: 2971.899902
	Iteration 88Q: 3 clusters Score -1167189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1167190.875000 Penalty: 2971.899902
	Iteration 89Q: 3 clusters Score -1167191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1167189.500000 Penalty: 2971.899902
	Iteration 90Q: 3 clusters Score -1167190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1167190.625000 Penalty: 2971.899902
	Iteration 91Q: 3 clusters Score -1167191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1167191.875000 Penalty: 2971.899902
	Iteration 92Q: 3 clusters Score -1167192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1167191.125000 Penalty: 2971.899902
	Iteration 93Q: 3 clusters Score -1167191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1167192.125000 Penalty: 2971.899902
	Iteration 94Q: 3 clusters Score -1167192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1167192.125000 Penalty: 2971.899902
	Iteration 95F: 3 clusters Score -1167192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Entering Unmasked Estep 
Score: -303684.843750 Penalty: 1270.036743
	Iteration 0F: 2 clusters Score -303684.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -301328.750000 Penalty: 2540.073486
	Iteration 0F: 3 clusters Score -301328.8 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -302152.906250 Penalty: 2540.073486
	Iteration 1F: 3 clusters Score -302152.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -302658.687500 Penalty: 2540.073486
	Iteration 2F: 3 clusters Score -302658.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -303072.812500 Penalty: 2540.073486
	Iteration 3F: 3 clusters Score -303072.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -303312.843750 Penalty: 2540.073486
	Iteration 4F: 3 clusters Score -303312.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -303414.937500 Penalty: 2540.073486
	Iteration 5F: 3 clusters Score -303414.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -303452.250000 Penalty: 2540.073486
	Iteration 6Q: 3 clusters Score -303452.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -303473.281250 Penalty: 2540.073486
	Iteration 7Q: 3 clusters Score -303473.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -303484.468750 Penalty: 2540.073486
	Iteration 8Q: 3 clusters Score -303484.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -303492.031250 Penalty: 2540.073486
	Iteration 9Q: 3 clusters Score -303492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -303498.812500 Penalty: 2540.073486
	Iteration 10Q: 3 clusters Score -303498.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -303506.218750 Penalty: 2540.073486
	Iteration 11Q: 3 clusters Score -303506.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -303510.312500 Penalty: 2540.073486
	Iteration 12Q: 3 clusters Score -303510.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -303513.125000 Penalty: 2540.073486
	Iteration 13Q: 3 clusters Score -303513.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -303514.687500 Penalty: 2540.073486
	Iteration 14Q: 3 clusters Score -303514.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -303514.687500 Penalty: 2540.073486
	Iteration 15F: 3 clusters Score -303514.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (107338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107338 members 
Entering Unmasked Estep 
Score: -13486359.000000 Penalty: 1882.357422
	Iteration 0F: 2 clusters Score -1.348636e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53742 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -13418004.000000 Penalty: 3764.714844
	Iteration 0F: 3 clusters Score -1.3418e+07 nChanged 51483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55025 members 
Mstep: Class 2 contains 52313 members 
Entering Unmasked Estep 
Score: -13447524.000000 Penalty: 3764.714844
	Iteration 1F: 3 clusters Score -1.344752e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55899 members 
Mstep: Class 2 contains 51439 members 
Entering Unmasked Estep 
Score: -13448113.000000 Penalty: 3764.714844
	Iteration 2Q: 3 clusters Score -1.344811e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57272 members 
Mstep: Class 2 contains 50066 members 
Entering Unmasked Estep 
Score: -13448875.000000 Penalty: 3764.714844
	Iteration 3Q: 3 clusters Score -1.344888e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59315 members 
Mstep: Class 2 contains 48023 members 
Entering Unmasked Estep 
Score: -13450081.000000 Penalty: 3764.714844
	Iteration 4Q: 3 clusters Score -1.345008e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62317 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -13451933.000000 Penalty: 3764.714844
	Iteration 5Q: 3 clusters Score -1.345193e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66435 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -13454925.000000 Penalty: 3764.714844
	Iteration 6F: 3 clusters Score -1.345492e+07 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71449 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -13459755.000000 Penalty: 3764.714844
	Iteration 7F: 3 clusters Score -1.345976e+07 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76194 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -13465367.000000 Penalty: 3764.714844
	Iteration 8F: 3 clusters Score -1.346537e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79419 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -13469758.000000 Penalty: 3764.714844
	Iteration 9F: 3 clusters Score -1.346976e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81183 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -13472142.000000 Penalty: 3764.714844
	Iteration 10Q: 3 clusters Score -1.347214e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82263 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -13473080.000000 Penalty: 3764.714844
	Iteration 11Q: 3 clusters Score -1.347308e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83093 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -13473561.000000 Penalty: 3764.714844
	Iteration 12Q: 3 clusters Score -1.347356e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83789 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -13473974.000000 Penalty: 3764.714844
	Iteration 13Q: 3 clusters Score -1.347397e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84192 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -13474305.000000 Penalty: 3764.714844
	Iteration 14Q: 3 clusters Score -1.34743e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84491 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -13474605.000000 Penalty: 3764.714844
	Iteration 15Q: 3 clusters Score -1.34746e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84706 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -13474915.000000 Penalty: 3764.714844
	Iteration 16Q: 3 clusters Score -1.347492e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84810 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -13475195.000000 Penalty: 3764.714844
	Iteration 17Q: 3 clusters Score -1.34752e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84747 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -13475381.000000 Penalty: 3764.714844
	Iteration 18Q: 3 clusters Score -1.347538e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84559 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -13475543.000000 Penalty: 3764.714844
	Iteration 19Q: 3 clusters Score -1.347554e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84195 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -13475664.000000 Penalty: 3764.714844
	Iteration 20F: 3 clusters Score -1.347566e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83613 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -13475757.000000 Penalty: 3764.714844
	Iteration 21Q: 3 clusters Score -1.347576e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82903 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -13475831.000000 Penalty: 3764.714844
	Iteration 22Q: 3 clusters Score -1.347583e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82048 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -13475919.000000 Penalty: 3764.714844
	Iteration 23Q: 3 clusters Score -1.347592e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81005 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -13476046.000000 Penalty: 3764.714844
	Iteration 24Q: 3 clusters Score -1.347605e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79895 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -13476188.000000 Penalty: 3764.714844
	Iteration 25Q: 3 clusters Score -1.347619e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78659 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -13476242.000000 Penalty: 3764.714844
	Iteration 26Q: 3 clusters Score -1.347624e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77333 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -13476434.000000 Penalty: 3764.714844
	Iteration 27Q: 3 clusters Score -1.347643e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75981 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -13476545.000000 Penalty: 3764.714844
	Iteration 28Q: 3 clusters Score -1.347654e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74700 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -13476780.000000 Penalty: 3764.714844
	Iteration 29Q: 3 clusters Score -1.347678e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73453 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -13476966.000000 Penalty: 3764.714844
	Iteration 30Q: 3 clusters Score -1.347697e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72214 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -13477132.000000 Penalty: 3764.714844
	Iteration 31Q: 3 clusters Score -1.347713e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71083 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -13477218.000000 Penalty: 3764.714844
	Iteration 32Q: 3 clusters Score -1.347722e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70000 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -13477307.000000 Penalty: 3764.714844
	Iteration 33Q: 3 clusters Score -1.347731e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69071 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -13477429.000000 Penalty: 3764.714844
	Iteration 34Q: 3 clusters Score -1.347743e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68262 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -13477527.000000 Penalty: 3764.714844
	Iteration 35Q: 3 clusters Score -1.347753e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67535 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -13477645.000000 Penalty: 3764.714844
	Iteration 36Q: 3 clusters Score -1.347764e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66879 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -13477661.000000 Penalty: 3764.714844
	Iteration 37Q: 3 clusters Score -1.347766e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66358 members 
Mstep: Class 2 contains 40980 members 
Entering Unmasked Estep 
Score: -13477699.000000 Penalty: 3764.714844
	Iteration 38Q: 3 clusters Score -1.34777e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65892 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -13477760.000000 Penalty: 3764.714844
	Iteration 39Q: 3 clusters Score -1.347776e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65500 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -13478081.000000 Penalty: 3764.714844
	Iteration 40F: 3 clusters Score -1.347808e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64805 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -13478133.000000 Penalty: 3764.714844
	Iteration 41Q: 3 clusters Score -1.347813e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64125 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -13478161.000000 Penalty: 3764.714844
	Iteration 42Q: 3 clusters Score -1.347816e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63479 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -13478222.000000 Penalty: 3764.714844
	Iteration 43Q: 3 clusters Score -1.347822e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62874 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -13478291.000000 Penalty: 3764.714844
	Iteration 44Q: 3 clusters Score -1.347829e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62351 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
Score: -13478378.000000 Penalty: 3764.714844
	Iteration 45Q: 3 clusters Score -1.347838e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61792 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -13478536.000000 Penalty: 3764.714844
	Iteration 46Q: 3 clusters Score -1.347854e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61150 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -13478648.000000 Penalty: 3764.714844
	Iteration 47Q: 3 clusters Score -1.347865e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60438 members 
Mstep: Class 2 contains 46900 members 
Entering Unmasked Estep 
Score: -13478814.000000 Penalty: 3764.714844
	Iteration 48Q: 3 clusters Score -1.347881e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59643 members 
Mstep: Class 2 contains 47695 members 
Entering Unmasked Estep 
Score: -13478949.000000 Penalty: 3764.714844
	Iteration 49Q: 3 clusters Score -1.347895e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58690 members 
Mstep: Class 2 contains 48648 members 
Entering Unmasked Estep 
Score: -13479076.000000 Penalty: 3764.714844
	Iteration 50Q: 3 clusters Score -1.347908e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57553 members 
Mstep: Class 2 contains 49785 members 
Entering Unmasked Estep 
Score: -13479188.000000 Penalty: 3764.714844
	Iteration 51Q: 3 clusters Score -1.347919e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56261 members 
Mstep: Class 2 contains 51077 members 
Entering Unmasked Estep 
Score: -13479281.000000 Penalty: 3764.714844
	Iteration 52Q: 3 clusters Score -1.347928e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54847 members 
Mstep: Class 2 contains 52491 members 
Entering Unmasked Estep 
Score: -13479326.000000 Penalty: 3764.714844
	Iteration 53Q: 3 clusters Score -1.347933e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53289 members 
Mstep: Class 2 contains 54049 members 
Entering Unmasked Estep 
Score: -13479261.000000 Penalty: 3764.714844
	Iteration 54Q: 3 clusters Score -1.347926e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 55701 members 
Entering Unmasked Estep 
Score: -13479108.000000 Penalty: 3764.714844
	Iteration 55Q: 3 clusters Score -1.347911e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49828 members 
Mstep: Class 2 contains 57510 members 
Entering Unmasked Estep 
Score: -13478883.000000 Penalty: 3764.714844
	Iteration 56Q: 3 clusters Score -1.347888e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47959 members 
Mstep: Class 2 contains 59379 members 
Entering Unmasked Estep 
Score: -13478624.000000 Penalty: 3764.714844
	Iteration 57Q: 3 clusters Score -1.347862e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 61301 members 
Entering Unmasked Estep 
Score: -13478251.000000 Penalty: 3764.714844
	Iteration 58Q: 3 clusters Score -1.347825e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 63343 members 
Entering Unmasked Estep 
Score: -13477846.000000 Penalty: 3764.714844
	Iteration 59Q: 3 clusters Score -1.347785e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 65458 members 
Entering Unmasked Estep 
Score: -13477500.000000 Penalty: 3764.714844
	Iteration 60F: 3 clusters Score -1.34775e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 67582 members 
Entering Unmasked Estep 
Score: -13476996.000000 Penalty: 3764.714844
	Iteration 61Q: 3 clusters Score -1.3477e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 69795 members 
Entering Unmasked Estep 
Score: -13476835.000000 Penalty: 3764.714844
	Iteration 62Q: 3 clusters Score -1.347684e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 72095 members 
Entering Unmasked Estep 
Score: -13476665.000000 Penalty: 3764.714844
	Iteration 63Q: 3 clusters Score -1.347666e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 74574 members 
Entering Unmasked Estep 
Score: -13476666.000000 Penalty: 3764.714844
	Iteration 64Q: 3 clusters Score -1.347667e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 77187 members 
Entering Unmasked Estep 
Score: -13476894.000000 Penalty: 3764.714844
	Iteration 65Q: 3 clusters Score -1.347689e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 79822 members 
Entering Unmasked Estep 
Score: -13477189.000000 Penalty: 3764.714844
	Iteration 66Q: 3 clusters Score -1.347719e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 82464 members 
Entering Unmasked Estep 
Score: -13477811.000000 Penalty: 3764.714844
	Iteration 67Q: 3 clusters Score -1.347781e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 85007 members 
Entering Unmasked Estep 
Score: -13478337.000000 Penalty: 3764.714844
	Iteration 68Q: 3 clusters Score -1.347834e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 87455 members 
Entering Unmasked Estep 
Score: -13478913.000000 Penalty: 3764.714844
	Iteration 69Q: 3 clusters Score -1.347891e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 89650 members 
Entering Unmasked Estep 
Score: -13479678.000000 Penalty: 3764.714844
	Iteration 70Q: 3 clusters Score -1.347968e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 91521 members 
Entering Unmasked Estep 
Score: -13481794.000000 Penalty: 3764.714844
	Iteration 71Q: 3 clusters Score -1.348179e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 93148 members 
Entering Unmasked Estep 
Score: -13483106.000000 Penalty: 3764.714844
	Iteration 72Q: 3 clusters Score -1.348311e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 94560 members 
Entering Unmasked Estep 
Score: -13484089.000000 Penalty: 3764.714844
	Iteration 73Q: 3 clusters Score -1.348409e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 95885 members 
Entering Unmasked Estep 
Score: -13484885.000000 Penalty: 3764.714844
	Iteration 74Q: 3 clusters Score -1.348488e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 97150 members 
Entering Unmasked Estep 
Score: -13485442.000000 Penalty: 3764.714844
	Iteration 75Q: 3 clusters Score -1.348544e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 98256 members 
Entering Unmasked Estep 
Score: -13485869.000000 Penalty: 3764.714844
	Iteration 76Q: 3 clusters Score -1.348587e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 99229 members 
Entering Unmasked Estep 
Score: -13486163.000000 Penalty: 3764.714844
	Iteration 77Q: 3 clusters Score -1.348616e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 100131 members 
Entering Unmasked Estep 
Score: -13486400.000000 Penalty: 3764.714844
	Iteration 78Q: 3 clusters Score -1.34864e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 100933 members 
Entering Unmasked Estep 
Score: -13486478.000000 Penalty: 3764.714844
	Iteration 79Q: 3 clusters Score -1.348648e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 101606 members 
Entering Unmasked Estep 
Score: -13486523.000000 Penalty: 3764.714844
	Iteration 80F: 3 clusters Score -1.348652e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 102157 members 
Entering Unmasked Estep 
Score: -13486535.000000 Penalty: 3764.714844
	Iteration 81Q: 3 clusters Score -1.348654e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 102630 members 
Entering Unmasked Estep 
Score: -13486491.000000 Penalty: 3764.714844
	Iteration 82Q: 3 clusters Score -1.348649e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 103033 members 
Entering Unmasked Estep 
Score: -13486355.000000 Penalty: 3764.714844
	Iteration 83Q: 3 clusters Score -1.348636e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 103390 members 
Entering Unmasked Estep 
Score: -13486266.000000 Penalty: 3764.714844
	Iteration 84Q: 3 clusters Score -1.348627e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 103694 members 
Entering Unmasked Estep 
Score: -13486205.000000 Penalty: 3764.714844
	Iteration 85Q: 3 clusters Score -1.34862e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 103975 members 
Entering Unmasked Estep 
Score: -13486172.000000 Penalty: 3764.714844
	Iteration 86Q: 3 clusters Score -1.348617e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 104237 members 
Entering Unmasked Estep 
Score: -13486060.000000 Penalty: 3764.714844
	Iteration 87Q: 3 clusters Score -1.348606e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 104469 members 
Entering Unmasked Estep 
Score: -13485989.000000 Penalty: 3764.714844
	Iteration 88Q: 3 clusters Score -1.348599e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 104670 members 
Entering Unmasked Estep 
Score: -13485942.000000 Penalty: 3764.714844
	Iteration 89Q: 3 clusters Score -1.348594e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 104825 members 
Entering Unmasked Estep 
Score: -13485908.000000 Penalty: 3764.714844
	Iteration 90Q: 3 clusters Score -1.348591e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 104970 members 
Entering Unmasked Estep 
Score: -13485845.000000 Penalty: 3764.714844
	Iteration 91Q: 3 clusters Score -1.348584e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 105118 members 
Entering Unmasked Estep 
Score: -13485799.000000 Penalty: 3764.714844
	Iteration 92Q: 3 clusters Score -1.34858e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 105228 members 
Entering Unmasked Estep 
Score: -13485785.000000 Penalty: 3764.714844
	Iteration 93Q: 3 clusters Score -1.348578e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 105316 members 
Entering Unmasked Estep 
Score: -13485767.000000 Penalty: 3764.714844
	Iteration 94Q: 3 clusters Score -1.348577e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 105393 members 
Entering Unmasked Estep 
Score: -13485756.000000 Penalty: 3764.714844
	Iteration 95Q: 3 clusters Score -1.348576e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 105459 members 
Entering Unmasked Estep 
Score: -13485740.000000 Penalty: 3764.714844
	Iteration 96Q: 3 clusters Score -1.348574e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 105520 members 
Entering Unmasked Estep 
Score: -13485702.000000 Penalty: 3764.714844
	Iteration 97Q: 3 clusters Score -1.34857e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 105578 members 
Entering Unmasked Estep 
Score: -13485700.000000 Penalty: 3764.714844
	Iteration 98Q: 3 clusters Score -1.34857e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 105636 members 
Entering Unmasked Estep 
Score: -13485673.000000 Penalty: 3764.714844
	Iteration 99Q: 3 clusters Score -1.348567e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 105695 members 
Entering Unmasked Estep 
Score: -13485659.000000 Penalty: 3764.714844
	Iteration 100F: 3 clusters Score -1.348566e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 105747 members 
Entering Unmasked Estep 
Score: -13485648.000000 Penalty: 3764.714844
	Iteration 101Q: 3 clusters Score -1.348565e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 105799 members 
Entering Unmasked Estep 
Score: -13485605.000000 Penalty: 3764.714844
	Iteration 102Q: 3 clusters Score -1.34856e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 105836 members 
Entering Unmasked Estep 
Score: -13485617.000000 Penalty: 3764.714844
	Iteration 103Q: 3 clusters Score -1.348562e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 105872 members 
Entering Unmasked Estep 
Score: -13485599.000000 Penalty: 3764.714844
	Iteration 104Q: 3 clusters Score -1.34856e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 105908 members 
Entering Unmasked Estep 
Score: -13485589.000000 Penalty: 3764.714844
	Iteration 105Q: 3 clusters Score -1.348559e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 105939 members 
Entering Unmasked Estep 
Score: -13485571.000000 Penalty: 3764.714844
	Iteration 106Q: 3 clusters Score -1.348557e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 105968 members 
Entering Unmasked Estep 
Score: -13485555.000000 Penalty: 3764.714844
	Iteration 107Q: 3 clusters Score -1.348556e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 105999 members 
Entering Unmasked Estep 
Score: -13485547.000000 Penalty: 3764.714844
	Iteration 108Q: 3 clusters Score -1.348555e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 106027 members 
Entering Unmasked Estep 
Score: -13485522.000000 Penalty: 3764.714844
	Iteration 109Q: 3 clusters Score -1.348552e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 106063 members 
Entering Unmasked Estep 
Score: -13485496.000000 Penalty: 3764.714844
	Iteration 110Q: 3 clusters Score -1.34855e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 106094 members 
Entering Unmasked Estep 
Score: -13485488.000000 Penalty: 3764.714844
	Iteration 111Q: 3 clusters Score -1.348549e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 106123 members 
Entering Unmasked Estep 
Score: -13485486.000000 Penalty: 3764.714844
	Iteration 112Q: 3 clusters Score -1.348549e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 106155 members 
Entering Unmasked Estep 
Score: -13485480.000000 Penalty: 3764.714844
	Iteration 113Q: 3 clusters Score -1.348548e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 106178 members 
Entering Unmasked Estep 
Score: -13485486.000000 Penalty: 3764.714844
	Iteration 114Q: 3 clusters Score -1.348549e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 106204 members 
Entering Unmasked Estep 
Score: -13485499.000000 Penalty: 3764.714844
	Iteration 115Q: 3 clusters Score -1.34855e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 106225 members 
Entering Unmasked Estep 
Score: -13485503.000000 Penalty: 3764.714844
	Iteration 116Q: 3 clusters Score -1.34855e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 106241 members 
Entering Unmasked Estep 
Score: -13485493.000000 Penalty: 3764.714844
	Iteration 117Q: 3 clusters Score -1.348549e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 106248 members 
Entering Unmasked Estep 
Score: -13485501.000000 Penalty: 3764.714844
	Iteration 118Q: 3 clusters Score -1.34855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 106253 members 
Entering Unmasked Estep 
Score: -13485493.000000 Penalty: 3764.714844
	Iteration 119Q: 3 clusters Score -1.348549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 106260 members 
Entering Unmasked Estep 
Score: -13485493.000000 Penalty: 3764.714844
	Iteration 120F: 3 clusters Score -1.348549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 106265 members 
Entering Unmasked Estep 
Score: -13485494.000000 Penalty: 3764.714844
	Iteration 121Q: 3 clusters Score -1.348549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 106268 members 
Entering Unmasked Estep 
Score: -13485492.000000 Penalty: 3764.714844
	Iteration 122Q: 3 clusters Score -1.348549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 106270 members 
Entering Unmasked Estep 
Score: -13485492.000000 Penalty: 3764.714844
	Iteration 123Q: 3 clusters Score -1.348549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 106270 members 
Entering Unmasked Estep 
Score: -13485483.000000 Penalty: 3764.714844
	Iteration 124Q: 3 clusters Score -1.348548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 106271 members 
Entering Unmasked Estep 
Score: -13485490.000000 Penalty: 3764.714844
	Iteration 125Q: 3 clusters Score -1.348549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 106272 members 
Entering Unmasked Estep 
Score: -13485482.000000 Penalty: 3764.714844
	Iteration 126Q: 3 clusters Score -1.348548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 106273 members 
Entering Unmasked Estep 
Score: -13485480.000000 Penalty: 3764.714844
	Iteration 127Q: 3 clusters Score -1.348548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 106274 members 
Entering Unmasked Estep 
Score: -13485484.000000 Penalty: 3764.714844
	Iteration 128Q: 3 clusters Score -1.348548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 106276 members 
Entering Unmasked Estep 
Score: -13485476.000000 Penalty: 3764.714844
	Iteration 129Q: 3 clusters Score -1.348548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 106276 members 
Entering Unmasked Estep 
Score: -13485473.000000 Penalty: 3764.714844
	Iteration 130Q: 3 clusters Score -1.348547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 106278 members 
Entering Unmasked Estep 
Score: -13485475.000000 Penalty: 3764.714844
	Iteration 131Q: 3 clusters Score -1.348548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 106281 members 
Entering Unmasked Estep 
Score: -13485465.000000 Penalty: 3764.714844
	Iteration 132Q: 3 clusters Score -1.348546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 106282 members 
Entering Unmasked Estep 
Score: -13485477.000000 Penalty: 3764.714844
	Iteration 133Q: 3 clusters Score -1.348548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 106284 members 
Entering Unmasked Estep 
Score: -13485476.000000 Penalty: 3764.714844
	Iteration 134Q: 3 clusters Score -1.348548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 106283 members 
Entering Unmasked Estep 
Score: -13485470.000000 Penalty: 3764.714844
	Iteration 135Q: 3 clusters Score -1.348547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 106284 members 
Entering Unmasked Estep 
Score: -13485456.000000 Penalty: 3764.714844
	Iteration 136Q: 3 clusters Score -1.348546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 106286 members 
Entering Unmasked Estep 
Score: -13485462.000000 Penalty: 3764.714844
	Iteration 137Q: 3 clusters Score -1.348546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 106288 members 
Entering Unmasked Estep 
Score: -13485464.000000 Penalty: 3764.714844
	Iteration 138Q: 3 clusters Score -1.348546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 106288 members 
Entering Unmasked Estep 
Score: -13485464.000000 Penalty: 3764.714844
	Iteration 139Q: 3 clusters Score -1.348546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 106288 members 
Entering Unmasked Estep 
Score: -13485461.000000 Penalty: 3764.714844
	Iteration 140F: 3 clusters Score -1.348546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 106291 members 
Entering Unmasked Estep 
Score: -13485459.000000 Penalty: 3764.714844
	Iteration 141Q: 3 clusters Score -1.348546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 106294 members 
Entering Unmasked Estep 
Score: -13485458.000000 Penalty: 3764.714844
	Iteration 142Q: 3 clusters Score -1.348546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 106297 members 
Entering Unmasked Estep 
Score: -13485469.000000 Penalty: 3764.714844
	Iteration 143Q: 3 clusters Score -1.348547e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 106302 members 
Entering Unmasked Estep 
Score: -13485449.000000 Penalty: 3764.714844
	Iteration 144Q: 3 clusters Score -1.348545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 106307 members 
Entering Unmasked Estep 
Score: -13485446.000000 Penalty: 3764.714844
	Iteration 145Q: 3 clusters Score -1.348545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 106310 members 
Entering Unmasked Estep 
Score: -13485446.000000 Penalty: 3764.714844
	Iteration 146Q: 3 clusters Score -1.348545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 106313 members 
Entering Unmasked Estep 
Score: -13485444.000000 Penalty: 3764.714844
	Iteration 147Q: 3 clusters Score -1.348544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 106317 members 
Entering Unmasked Estep 
Score: -13485442.000000 Penalty: 3764.714844
	Iteration 148Q: 3 clusters Score -1.348544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 106320 members 
Entering Unmasked Estep 
Score: -13485440.000000 Penalty: 3764.714844
	Iteration 149Q: 3 clusters Score -1.348544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 106323 members 
Entering Unmasked Estep 
Score: -13485433.000000 Penalty: 3764.714844
	Iteration 150Q: 3 clusters Score -1.348543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 106327 members 
Entering Unmasked Estep 
Score: -13485437.000000 Penalty: 3764.714844
	Iteration 151Q: 3 clusters Score -1.348544e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 106334 members 
Entering Unmasked Estep 
Score: -13485446.000000 Penalty: 3764.714844
	Iteration 152Q: 3 clusters Score -1.348545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 106340 members 
Entering Unmasked Estep 
Score: -13485446.000000 Penalty: 3764.714844
	Iteration 153Q: 3 clusters Score -1.348545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 106343 members 
Entering Unmasked Estep 
Score: -13485431.000000 Penalty: 3764.714844
	Iteration 154Q: 3 clusters Score -1.348543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 106347 members 
Entering Unmasked Estep 
Score: -13485441.000000 Penalty: 3764.714844
	Iteration 155Q: 3 clusters Score -1.348544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 106357 members 
Entering Unmasked Estep 
Score: -13485446.000000 Penalty: 3764.714844
	Iteration 156Q: 3 clusters Score -1.348545e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 106366 members 
Entering Unmasked Estep 
Score: -13485450.000000 Penalty: 3764.714844
	Iteration 157Q: 3 clusters Score -1.348545e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 106380 members 
Entering Unmasked Estep 
Score: -13485464.000000 Penalty: 3764.714844
	Iteration 158Q: 3 clusters Score -1.348546e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 106390 members 
Entering Unmasked Estep 
Score: -13485443.000000 Penalty: 3764.714844
	Iteration 159Q: 3 clusters Score -1.348544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 106396 members 
Entering Unmasked Estep 
Score: -13485434.000000 Penalty: 3764.714844
	Iteration 160F: 3 clusters Score -1.348543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 106399 members 
Entering Unmasked Estep 
Score: -13485444.000000 Penalty: 3764.714844
	Iteration 161Q: 3 clusters Score -1.348544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 106400 members 
Entering Unmasked Estep 
Score: -13485446.000000 Penalty: 3764.714844
	Iteration 162Q: 3 clusters Score -1.348545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 106403 members 
Entering Unmasked Estep 
Score: -13485446.000000 Penalty: 3764.714844
	Iteration 163Q: 3 clusters Score -1.348545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 106407 members 
Entering Unmasked Estep 
Score: -13485437.000000 Penalty: 3764.714844
	Iteration 164Q: 3 clusters Score -1.348544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 106406 members 
Entering Unmasked Estep 
Score: -13485434.000000 Penalty: 3764.714844
	Iteration 165Q: 3 clusters Score -1.348543e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 106406 members 
Entering Unmasked Estep 
Score: -13485434.000000 Penalty: 3764.714844
	Iteration 166F: 3 clusters Score -1.348543e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Entering Unmasked Estep 
Score: -418041.343750 Penalty: 1326.686646
	Iteration 0F: 2 clusters Score -418041.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -415028.593750 Penalty: 2653.373291
	Iteration 0F: 3 clusters Score -415028.6 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -415778.937500 Penalty: 2653.373291
	Iteration 1F: 3 clusters Score -415778.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -415898.687500 Penalty: 2653.373291
	Iteration 2F: 3 clusters Score -415898.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -415977.468750 Penalty: 2653.373291
	Iteration 3Q: 3 clusters Score -415977.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -416026.125000 Penalty: 2653.373291
	Iteration 4Q: 3 clusters Score -416026.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -416066.437500 Penalty: 2653.373291
	Iteration 5Q: 3 clusters Score -416066.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -416107.062500 Penalty: 2653.373291
	Iteration 6Q: 3 clusters Score -416107.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -416138.656250 Penalty: 2653.373291
	Iteration 7Q: 3 clusters Score -416138.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -416165.187500 Penalty: 2653.373291
	Iteration 8Q: 3 clusters Score -416165.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -416183.656250 Penalty: 2653.373291
	Iteration 9Q: 3 clusters Score -416183.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -416218.843750 Penalty: 2653.373291
	Iteration 10Q: 3 clusters Score -416218.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -416268.343750 Penalty: 2653.373291
	Iteration 11Q: 3 clusters Score -416268.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -416321.343750 Penalty: 2653.373291
	Iteration 12Q: 3 clusters Score -416321.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -416377.781250 Penalty: 2653.373291
	Iteration 13Q: 3 clusters Score -416377.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -416437.937500 Penalty: 2653.373291
	Iteration 14Q: 3 clusters Score -416437.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -416488.468750 Penalty: 2653.373291
	Iteration 15Q: 3 clusters Score -416488.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -416543.843750 Penalty: 2653.373291
	Iteration 16Q: 3 clusters Score -416543.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -416600.656250 Penalty: 2653.373291
	Iteration 17Q: 3 clusters Score -416600.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -416652.000000 Penalty: 2653.373291
	Iteration 18Q: 3 clusters Score -416652 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -416699.687500 Penalty: 2653.373291
	Iteration 19Q: 3 clusters Score -416699.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -416750.875000 Penalty: 2653.373291
	Iteration 20F: 3 clusters Score -416750.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -416801.468750 Penalty: 2653.373291
	Iteration 21Q: 3 clusters Score -416801.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -416855.750000 Penalty: 2653.373291
	Iteration 22Q: 3 clusters Score -416855.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -416898.875000 Penalty: 2653.373291
	Iteration 23Q: 3 clusters Score -416898.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -416932.625000 Penalty: 2653.373291
	Iteration 24Q: 3 clusters Score -416932.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -416950.593750 Penalty: 2653.373291
	Iteration 25Q: 3 clusters Score -416950.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -416964.125000 Penalty: 2653.373291
	Iteration 26Q: 3 clusters Score -416964.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -416978.718750 Penalty: 2653.373291
	Iteration 27Q: 3 clusters Score -416978.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -416991.437500 Penalty: 2653.373291
	Iteration 28Q: 3 clusters Score -416991.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -417002.031250 Penalty: 2653.373291
	Iteration 29Q: 3 clusters Score -417002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -417012.312500 Penalty: 2653.373291
	Iteration 30Q: 3 clusters Score -417012.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -417023.718750 Penalty: 2653.373291
	Iteration 31Q: 3 clusters Score -417023.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -417029.968750 Penalty: 2653.373291
	Iteration 32Q: 3 clusters Score -417030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -417035.531250 Penalty: 2653.373291
	Iteration 33Q: 3 clusters Score -417035.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -417039.281250 Penalty: 2653.373291
	Iteration 34Q: 3 clusters Score -417039.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -417042.000000 Penalty: 2653.373291
	Iteration 35Q: 3 clusters Score -417042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -417043.812500 Penalty: 2653.373291
	Iteration 36Q: 3 clusters Score -417043.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -417046.218750 Penalty: 2653.373291
	Iteration 37Q: 3 clusters Score -417046.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -417045.281250 Penalty: 2653.373291
	Iteration 38Q: 3 clusters Score -417045.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -417045.281250 Penalty: 2653.373291
	Iteration 39F: 3 clusters Score -417045.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Entering Unmasked Estep 
Score: -1226955.125000 Penalty: 1492.382812
	Iteration 0F: 2 clusters Score -1226955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1219967.500000 Penalty: 2984.765625
	Iteration 0F: 3 clusters Score -1219968 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1222243.500000 Penalty: 2984.765625
	Iteration 1F: 3 clusters Score -1222244 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1222504.250000 Penalty: 2984.765625
	Iteration 2F: 3 clusters Score -1222504 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1222723.500000 Penalty: 2984.765625
	Iteration 3F: 3 clusters Score -1222724 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1222936.125000 Penalty: 2984.765625
	Iteration 4Q: 3 clusters Score -1222936 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1223176.500000 Penalty: 2984.765625
	Iteration 5Q: 3 clusters Score -1223176 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1223470.375000 Penalty: 2984.765625
	Iteration 6Q: 3 clusters Score -1223470 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1223853.875000 Penalty: 2984.765625
	Iteration 7F: 3 clusters Score -1223854 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1224279.250000 Penalty: 2984.765625
	Iteration 8F: 3 clusters Score -1224279 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1224695.625000 Penalty: 2984.765625
	Iteration 9Q: 3 clusters Score -1224696 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1225043.375000 Penalty: 2984.765625
	Iteration 10Q: 3 clusters Score -1225043 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1225324.125000 Penalty: 2984.765625
	Iteration 11Q: 3 clusters Score -1225324 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1225497.500000 Penalty: 2984.765625
	Iteration 12Q: 3 clusters Score -1225498 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1225603.250000 Penalty: 2984.765625
	Iteration 13Q: 3 clusters Score -1225603 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1225674.875000 Penalty: 2984.765625
	Iteration 14Q: 3 clusters Score -1225675 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1225702.625000 Penalty: 2984.765625
	Iteration 15Q: 3 clusters Score -1225703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1225720.125000 Penalty: 2984.765625
	Iteration 16Q: 3 clusters Score -1225720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1225732.375000 Penalty: 2984.765625
	Iteration 17Q: 3 clusters Score -1225732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1225742.750000 Penalty: 2984.765625
	Iteration 18Q: 3 clusters Score -1225743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1225747.125000 Penalty: 2984.765625
	Iteration 19Q: 3 clusters Score -1225747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1225759.000000 Penalty: 2984.765625
	Iteration 20F: 3 clusters Score -1225759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1225771.125000 Penalty: 2984.765625
	Iteration 21Q: 3 clusters Score -1225771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1225780.000000 Penalty: 2984.765625
	Iteration 22Q: 3 clusters Score -1225780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1225785.125000 Penalty: 2984.765625
	Iteration 23Q: 3 clusters Score -1225785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1225790.250000 Penalty: 2984.765625
	Iteration 24Q: 3 clusters Score -1225790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1225794.250000 Penalty: 2984.765625
	Iteration 25Q: 3 clusters Score -1225794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1225798.000000 Penalty: 2984.765625
	Iteration 26Q: 3 clusters Score -1225798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1225799.375000 Penalty: 2984.765625
	Iteration 27Q: 3 clusters Score -1225799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1225799.375000 Penalty: 2984.765625
	Iteration 28F: 3 clusters Score -1225799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (54993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54993 members 
Entering Unmasked Estep 
Score: -6989360.000000 Penalty: 1773.681152
	Iteration 0F: 2 clusters Score -6989360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -6952691.000000 Penalty: 3547.362305
	Iteration 0F: 3 clusters Score -6952691 nChanged 25900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -6967650.000000 Penalty: 3547.362305
	Iteration 1F: 3 clusters Score -6967650 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -6968217.500000 Penalty: 3547.362305
	Iteration 2Q: 3 clusters Score -6968218 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -6968965.000000 Penalty: 3547.362305
	Iteration 3Q: 3 clusters Score -6968965 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -6969917.500000 Penalty: 3547.362305
	Iteration 4Q: 3 clusters Score -6969918 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -6971465.500000 Penalty: 3547.362305
	Iteration 5F: 3 clusters Score -6971466 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -6973782.000000 Penalty: 3547.362305
	Iteration 6F: 3 clusters Score -6973782 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -6976990.500000 Penalty: 3547.362305
	Iteration 7F: 3 clusters Score -6976990 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 46585 members 
Entering Unmasked Estep 
Score: -6980535.000000 Penalty: 3547.362305
	Iteration 8F: 3 clusters Score -6980535 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 49789 members 
Entering Unmasked Estep 
Score: -6983601.500000 Penalty: 3547.362305
	Iteration 9F: 3 clusters Score -6983602 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 52040 members 
Entering Unmasked Estep 
Score: -6985640.000000 Penalty: 3547.362305
	Iteration 10Q: 3 clusters Score -6985640 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 53408 members 
Entering Unmasked Estep 
Score: -6986739.000000 Penalty: 3547.362305
	Iteration 11Q: 3 clusters Score -6986739 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 54084 members 
Entering Unmasked Estep 
Score: -6987283.500000 Penalty: 3547.362305
	Iteration 12Q: 3 clusters Score -6987284 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 54423 members 
Entering Unmasked Estep 
Score: -6987524.500000 Penalty: 3547.362305
	Iteration 13Q: 3 clusters Score -6987524 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 54580 members 
Entering Unmasked Estep 
Score: -6987662.000000 Penalty: 3547.362305
	Iteration 14Q: 3 clusters Score -6987662 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 54653 members 
Entering Unmasked Estep 
Score: -6987754.000000 Penalty: 3547.362305
	Iteration 15Q: 3 clusters Score -6987754 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 54692 members 
Entering Unmasked Estep 
Score: -6987787.500000 Penalty: 3547.362305
	Iteration 16Q: 3 clusters Score -6987788 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 54720 members 
Entering Unmasked Estep 
Score: -6987811.500000 Penalty: 3547.362305
	Iteration 17Q: 3 clusters Score -6987812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 54730 members 
Entering Unmasked Estep 
Score: -6987827.000000 Penalty: 3547.362305
	Iteration 18Q: 3 clusters Score -6987827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 54745 members 
Entering Unmasked Estep 
Score: -6987843.000000 Penalty: 3547.362305
	Iteration 19Q: 3 clusters Score -6987843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 54749 members 
Entering Unmasked Estep 
Score: -6987849.500000 Penalty: 3547.362305
	Iteration 20F: 3 clusters Score -6987850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 54753 members 
Entering Unmasked Estep 
Score: -6987848.500000 Penalty: 3547.362305
	Iteration 21Q: 3 clusters Score -6987848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 54755 members 
Entering Unmasked Estep 
Score: -6987854.500000 Penalty: 3547.362305
	Iteration 22Q: 3 clusters Score -6987854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 54756 members 
Entering Unmasked Estep 
Score: -6987857.000000 Penalty: 3547.362305
	Iteration 23Q: 3 clusters Score -6987857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 54757 members 
Entering Unmasked Estep 
Score: -6987855.500000 Penalty: 3547.362305
	Iteration 24Q: 3 clusters Score -6987856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 54757 members 
Entering Unmasked Estep 
Score: -6987855.500000 Penalty: 3547.362305
	Iteration 25F: 3 clusters Score -6987856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Entering Unmasked Estep 
Score: -836964.000000 Penalty: 1431.845093
	Iteration 0F: 2 clusters Score -836964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -831931.625000 Penalty: 2863.690186
	Iteration 0F: 3 clusters Score -831931.6 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -833736.562500 Penalty: 2863.690186
	Iteration 1F: 3 clusters Score -833736.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -834470.250000 Penalty: 2863.690186
	Iteration 2F: 3 clusters Score -834470.2 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -835042.062500 Penalty: 2863.690186
	Iteration 3F: 3 clusters Score -835042.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -835444.375000 Penalty: 2863.690186
	Iteration 4F: 3 clusters Score -835444.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -835776.875000 Penalty: 2863.690186
	Iteration 5F: 3 clusters Score -835776.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -836054.312500 Penalty: 2863.690186
	Iteration 6F: 3 clusters Score -836054.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -836275.125000 Penalty: 2863.690186
	Iteration 7Q: 3 clusters Score -836275.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -836406.125000 Penalty: 2863.690186
	Iteration 8Q: 3 clusters Score -836406.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -836477.312500 Penalty: 2863.690186
	Iteration 9Q: 3 clusters Score -836477.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -836536.562500 Penalty: 2863.690186
	Iteration 10Q: 3 clusters Score -836536.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -836561.437500 Penalty: 2863.690186
	Iteration 11Q: 3 clusters Score -836561.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -836579.375000 Penalty: 2863.690186
	Iteration 12Q: 3 clusters Score -836579.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -836590.750000 Penalty: 2863.690186
	Iteration 13Q: 3 clusters Score -836590.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -836597.562500 Penalty: 2863.690186
	Iteration 14Q: 3 clusters Score -836597.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -836603.000000 Penalty: 2863.690186
	Iteration 15Q: 3 clusters Score -836603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -836608.062500 Penalty: 2863.690186
	Iteration 16Q: 3 clusters Score -836608.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -836611.937500 Penalty: 2863.690186
	Iteration 17Q: 3 clusters Score -836611.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -836614.875000 Penalty: 2863.690186
	Iteration 18Q: 3 clusters Score -836614.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -836616.062500 Penalty: 2863.690186
	Iteration 19Q: 3 clusters Score -836616.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -836621.750000 Penalty: 2863.690186
	Iteration 20F: 3 clusters Score -836621.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -836627.875000 Penalty: 2863.690186
	Iteration 21Q: 3 clusters Score -836627.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -836630.562500 Penalty: 2863.690186
	Iteration 22Q: 3 clusters Score -836630.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -836632.875000 Penalty: 2863.690186
	Iteration 23Q: 3 clusters Score -836632.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -836634.125000 Penalty: 2863.690186
	Iteration 24Q: 3 clusters Score -836634.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -836634.125000 Penalty: 2863.690186
	Iteration 25F: 3 clusters Score -836634.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Entering Unmasked Estep 
Score: -65033.269531 Penalty: 1046.912720
	Iteration 0F: 2 clusters Score -65033.27 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 329 members 
Entering Unmasked Estep 
Score: -63930.363281 Penalty: 2093.825439
	Iteration 0F: 3 clusters Score -63930.36 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -64100.582031 Penalty: 2093.825439
	Iteration 1F: 3 clusters Score -64100.58 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -64182.101562 Penalty: 2093.825439
	Iteration 2F: 3 clusters Score -64182.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -64319.199219 Penalty: 2093.825439
	Iteration 3F: 3 clusters Score -64319.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -64414.921875 Penalty: 2093.825439
	Iteration 4F: 3 clusters Score -64414.92 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -64512.906250 Penalty: 2093.825439
	Iteration 5F: 3 clusters Score -64512.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -64617.210938 Penalty: 2093.825439
	Iteration 6F: 3 clusters Score -64617.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -64678.976562 Penalty: 2093.825439
	Iteration 7Q: 3 clusters Score -64678.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -64717.656250 Penalty: 2093.825439
	Iteration 8Q: 3 clusters Score -64717.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -64735.488281 Penalty: 2093.825439
	Iteration 9Q: 3 clusters Score -64735.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -64743.039062 Penalty: 2093.825439
	Iteration 10Q: 3 clusters Score -64743.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -64745.347656 Penalty: 2093.825439
	Iteration 11Q: 3 clusters Score -64745.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -64746.039062 Penalty: 2093.825439
	Iteration 12Q: 3 clusters Score -64746.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -64746.039062 Penalty: 2093.825439
	Iteration 13F: 3 clusters Score -64746.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (64179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64179 members 
Entering Unmasked Estep 
Score: -7981018.000000 Penalty: 1798.782593
	Iteration 0F: 2 clusters Score -7981018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -7938079.000000 Penalty: 3597.565186
	Iteration 0F: 3 clusters Score -7938079 nChanged 30348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -7955205.500000 Penalty: 3597.565186
	Iteration 1F: 3 clusters Score -7955206 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -7955773.500000 Penalty: 3597.565186
	Iteration 2Q: 3 clusters Score -7955774 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -7956410.000000 Penalty: 3597.565186
	Iteration 3Q: 3 clusters Score -7956410 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -7957059.000000 Penalty: 3597.565186
	Iteration 4Q: 3 clusters Score -7957059 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -7957850.500000 Penalty: 3597.565186
	Iteration 5Q: 3 clusters Score -7957850 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -7958741.500000 Penalty: 3597.565186
	Iteration 6Q: 3 clusters Score -7958742 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -7960029.000000 Penalty: 3597.565186
	Iteration 7Q: 3 clusters Score -7960029 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -7961819.000000 Penalty: 3597.565186
	Iteration 8F: 3 clusters Score -7961819 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -7964225.000000 Penalty: 3597.565186
	Iteration 9F: 3 clusters Score -7964225 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -7966813.500000 Penalty: 3597.565186
	Iteration 10F: 3 clusters Score -7966814 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -7968700.500000 Penalty: 3597.565186
	Iteration 11F: 3 clusters Score -7968700 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -7969648.000000 Penalty: 3597.565186
	Iteration 12Q: 3 clusters Score -7969648 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -7970058.000000 Penalty: 3597.565186
	Iteration 13Q: 3 clusters Score -7970058 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -7970205.000000 Penalty: 3597.565186
	Iteration 14Q: 3 clusters Score -7970205 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -7970313.000000 Penalty: 3597.565186
	Iteration 15Q: 3 clusters Score -7970313 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -7970375.500000 Penalty: 3597.565186
	Iteration 16Q: 3 clusters Score -7970376 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -7970479.000000 Penalty: 3597.565186
	Iteration 17Q: 3 clusters Score -7970479 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -7970551.500000 Penalty: 3597.565186
	Iteration 18Q: 3 clusters Score -7970552 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -7970648.500000 Penalty: 3597.565186
	Iteration 19Q: 3 clusters Score -7970648 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -7970728.500000 Penalty: 3597.565186
	Iteration 20F: 3 clusters Score -7970728 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -7970806.500000 Penalty: 3597.565186
	Iteration 21Q: 3 clusters Score -7970806 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -7970897.000000 Penalty: 3597.565186
	Iteration 22Q: 3 clusters Score -7970897 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -7970992.000000 Penalty: 3597.565186
	Iteration 23Q: 3 clusters Score -7970992 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -7971076.500000 Penalty: 3597.565186
	Iteration 24Q: 3 clusters Score -7971076 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -7971178.000000 Penalty: 3597.565186
	Iteration 25Q: 3 clusters Score -7971178 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -7971296.500000 Penalty: 3597.565186
	Iteration 26Q: 3 clusters Score -7971296 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -7971384.500000 Penalty: 3597.565186
	Iteration 27Q: 3 clusters Score -7971384 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -7971510.500000 Penalty: 3597.565186
	Iteration 28Q: 3 clusters Score -7971510 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -7971617.500000 Penalty: 3597.565186
	Iteration 29Q: 3 clusters Score -7971618 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -7971744.500000 Penalty: 3597.565186
	Iteration 30Q: 3 clusters Score -7971744 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -7971887.000000 Penalty: 3597.565186
	Iteration 31Q: 3 clusters Score -7971887 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -7972014.500000 Penalty: 3597.565186
	Iteration 32Q: 3 clusters Score -7972014 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -7972190.000000 Penalty: 3597.565186
	Iteration 33Q: 3 clusters Score -7972190 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -7972394.500000 Penalty: 3597.565186
	Iteration 34Q: 3 clusters Score -7972394 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -7972613.000000 Penalty: 3597.565186
	Iteration 35Q: 3 clusters Score -7972613 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -7972848.500000 Penalty: 3597.565186
	Iteration 36Q: 3 clusters Score -7972848 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -7973152.500000 Penalty: 3597.565186
	Iteration 37Q: 3 clusters Score -7973152 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 44948 members 
Entering Unmasked Estep 
Score: -7973436.000000 Penalty: 3597.565186
	Iteration 38Q: 3 clusters Score -7973436 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -7973754.500000 Penalty: 3597.565186
	Iteration 39Q: 3 clusters Score -7973754 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 46918 members 
Entering Unmasked Estep 
Score: -7974087.500000 Penalty: 3597.565186
	Iteration 40F: 3 clusters Score -7974088 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -7974507.500000 Penalty: 3597.565186
	Iteration 41Q: 3 clusters Score -7974508 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 48927 members 
Entering Unmasked Estep 
Score: -7974918.000000 Penalty: 3597.565186
	Iteration 42Q: 3 clusters Score -7974918 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -7975351.500000 Penalty: 3597.565186
	Iteration 43Q: 3 clusters Score -7975352 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 50886 members 
Entering Unmasked Estep 
Score: -7975801.500000 Penalty: 3597.565186
	Iteration 44Q: 3 clusters Score -7975802 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 51822 members 
Entering Unmasked Estep 
Score: -7976223.500000 Penalty: 3597.565186
	Iteration 45Q: 3 clusters Score -7976224 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 52700 members 
Entering Unmasked Estep 
Score: -7976658.000000 Penalty: 3597.565186
	Iteration 46Q: 3 clusters Score -7976658 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 53528 members 
Entering Unmasked Estep 
Score: -7977032.000000 Penalty: 3597.565186
	Iteration 47Q: 3 clusters Score -7977032 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 54319 members 
Entering Unmasked Estep 
Score: -7977411.000000 Penalty: 3597.565186
	Iteration 48Q: 3 clusters Score -7977411 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 55102 members 
Entering Unmasked Estep 
Score: -7977734.500000 Penalty: 3597.565186
	Iteration 49Q: 3 clusters Score -7977734 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 55790 members 
Entering Unmasked Estep 
Score: -7978009.000000 Penalty: 3597.565186
	Iteration 50Q: 3 clusters Score -7978009 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 56400 members 
Entering Unmasked Estep 
Score: -7978249.500000 Penalty: 3597.565186
	Iteration 51Q: 3 clusters Score -7978250 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 56941 members 
Entering Unmasked Estep 
Score: -7978410.000000 Penalty: 3597.565186
	Iteration 52Q: 3 clusters Score -7978410 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 57427 members 
Entering Unmasked Estep 
Score: -7978576.000000 Penalty: 3597.565186
	Iteration 53Q: 3 clusters Score -7978576 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 57868 members 
Entering Unmasked Estep 
Score: -7978749.500000 Penalty: 3597.565186
	Iteration 54Q: 3 clusters Score -7978750 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 58272 members 
Entering Unmasked Estep 
Score: -7978878.500000 Penalty: 3597.565186
	Iteration 55Q: 3 clusters Score -7978878 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 58649 members 
Entering Unmasked Estep 
Score: -7978982.500000 Penalty: 3597.565186
	Iteration 56Q: 3 clusters Score -7978982 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 59007 members 
Entering Unmasked Estep 
Score: -7979077.500000 Penalty: 3597.565186
	Iteration 57Q: 3 clusters Score -7979078 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 59337 members 
Entering Unmasked Estep 
Score: -7979142.500000 Penalty: 3597.565186
	Iteration 58Q: 3 clusters Score -7979142 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 59633 members 
Entering Unmasked Estep 
Score: -7979221.000000 Penalty: 3597.565186
	Iteration 59Q: 3 clusters Score -7979221 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 59886 members 
Entering Unmasked Estep 
Score: -7979297.000000 Penalty: 3597.565186
	Iteration 60F: 3 clusters Score -7979297 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 60125 members 
Entering Unmasked Estep 
Score: -7979396.500000 Penalty: 3597.565186
	Iteration 61Q: 3 clusters Score -7979396 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 60335 members 
Entering Unmasked Estep 
Score: -7979436.000000 Penalty: 3597.565186
	Iteration 62Q: 3 clusters Score -7979436 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 60505 members 
Entering Unmasked Estep 
Score: -7979524.000000 Penalty: 3597.565186
	Iteration 63Q: 3 clusters Score -7979524 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 60682 members 
Entering Unmasked Estep 
Score: -7979557.000000 Penalty: 3597.565186
	Iteration 64Q: 3 clusters Score -7979557 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 60831 members 
Entering Unmasked Estep 
Score: -7979602.500000 Penalty: 3597.565186
	Iteration 65Q: 3 clusters Score -7979602 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 60957 members 
Entering Unmasked Estep 
Score: -7979638.000000 Penalty: 3597.565186
	Iteration 66Q: 3 clusters Score -7979638 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 61054 members 
Entering Unmasked Estep 
Score: -7979666.500000 Penalty: 3597.565186
	Iteration 67Q: 3 clusters Score -7979666 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 61152 members 
Entering Unmasked Estep 
Score: -7979687.500000 Penalty: 3597.565186
	Iteration 68Q: 3 clusters Score -7979688 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 61228 members 
Entering Unmasked Estep 
Score: -7979714.500000 Penalty: 3597.565186
	Iteration 69Q: 3 clusters Score -7979714 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 61306 members 
Entering Unmasked Estep 
Score: -7979720.000000 Penalty: 3597.565186
	Iteration 70Q: 3 clusters Score -7979720 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 61365 members 
Entering Unmasked Estep 
Score: -7979723.000000 Penalty: 3597.565186
	Iteration 71Q: 3 clusters Score -7979723 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 61424 members 
Entering Unmasked Estep 
Score: -7979732.000000 Penalty: 3597.565186
	Iteration 72Q: 3 clusters Score -7979732 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 61479 members 
Entering Unmasked Estep 
Score: -7979740.500000 Penalty: 3597.565186
	Iteration 73Q: 3 clusters Score -7979740 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 61515 members 
Entering Unmasked Estep 
Score: -7979740.000000 Penalty: 3597.565186
	Iteration 74Q: 3 clusters Score -7979740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 61543 members 
Entering Unmasked Estep 
Score: -7979739.500000 Penalty: 3597.565186
	Iteration 75Q: 3 clusters Score -7979740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 61572 members 
Entering Unmasked Estep 
Score: -7979740.000000 Penalty: 3597.565186
	Iteration 76Q: 3 clusters Score -7979740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 61589 members 
Entering Unmasked Estep 
Score: -7979737.000000 Penalty: 3597.565186
	Iteration 77Q: 3 clusters Score -7979737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 61605 members 
Entering Unmasked Estep 
Score: -7979737.000000 Penalty: 3597.565186
	Iteration 78Q: 3 clusters Score -7979737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 61623 members 
Entering Unmasked Estep 
Score: -7979741.500000 Penalty: 3597.565186
	Iteration 79Q: 3 clusters Score -7979742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 61640 members 
Entering Unmasked Estep 
Score: -7979742.000000 Penalty: 3597.565186
	Iteration 80F: 3 clusters Score -7979742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 61653 members 
Entering Unmasked Estep 
Score: -7979737.000000 Penalty: 3597.565186
	Iteration 81Q: 3 clusters Score -7979737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 61662 members 
Entering Unmasked Estep 
Score: -7979746.500000 Penalty: 3597.565186
	Iteration 82Q: 3 clusters Score -7979746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 61670 members 
Entering Unmasked Estep 
Score: -7979744.000000 Penalty: 3597.565186
	Iteration 83Q: 3 clusters Score -7979744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 61678 members 
Entering Unmasked Estep 
Score: -7979747.000000 Penalty: 3597.565186
	Iteration 84Q: 3 clusters Score -7979747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 61684 members 
Entering Unmasked Estep 
Score: -7979747.000000 Penalty: 3597.565186
	Iteration 85Q: 3 clusters Score -7979747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 61687 members 
Entering Unmasked Estep 
Score: -7979744.000000 Penalty: 3597.565186
	Iteration 86Q: 3 clusters Score -7979744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 61693 members 
Entering Unmasked Estep 
Score: -7979749.000000 Penalty: 3597.565186
	Iteration 87Q: 3 clusters Score -7979749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 61698 members 
Entering Unmasked Estep 
Score: -7979746.000000 Penalty: 3597.565186
	Iteration 88Q: 3 clusters Score -7979746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 61702 members 
Entering Unmasked Estep 
Score: -7979750.000000 Penalty: 3597.565186
	Iteration 89Q: 3 clusters Score -7979750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 61704 members 
Entering Unmasked Estep 
Score: -7979748.000000 Penalty: 3597.565186
	Iteration 90Q: 3 clusters Score -7979748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 61707 members 
Entering Unmasked Estep 
Score: -7979746.000000 Penalty: 3597.565186
	Iteration 91Q: 3 clusters Score -7979746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 61710 members 
Entering Unmasked Estep 
Score: -7979747.000000 Penalty: 3597.565186
	Iteration 92Q: 3 clusters Score -7979747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 61713 members 
Entering Unmasked Estep 
Score: -7979749.500000 Penalty: 3597.565186
	Iteration 93Q: 3 clusters Score -7979750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 61719 members 
Entering Unmasked Estep 
Score: -7979755.000000 Penalty: 3597.565186
	Iteration 94Q: 3 clusters Score -7979755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 61722 members 
Entering Unmasked Estep 
Score: -7979755.500000 Penalty: 3597.565186
	Iteration 95Q: 3 clusters Score -7979756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 61724 members 
Entering Unmasked Estep 
Score: -7979755.000000 Penalty: 3597.565186
	Iteration 96Q: 3 clusters Score -7979755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 61730 members 
Entering Unmasked Estep 
Score: -7979750.500000 Penalty: 3597.565186
	Iteration 97Q: 3 clusters Score -7979750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 61739 members 
Entering Unmasked Estep 
Score: -7979753.500000 Penalty: 3597.565186
	Iteration 98Q: 3 clusters Score -7979754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 61751 members 
Entering Unmasked Estep 
Score: -7979760.000000 Penalty: 3597.565186
	Iteration 99Q: 3 clusters Score -7979760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 61758 members 
Entering Unmasked Estep 
Score: -7979750.500000 Penalty: 3597.565186
	Iteration 100F: 3 clusters Score -7979750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 61761 members 
Entering Unmasked Estep 
Score: -7979750.000000 Penalty: 3597.565186
	Iteration 101Q: 3 clusters Score -7979750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 61764 members 
Entering Unmasked Estep 
Score: -7979757.500000 Penalty: 3597.565186
	Iteration 102Q: 3 clusters Score -7979758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 61766 members 
Entering Unmasked Estep 
Score: -7979755.500000 Penalty: 3597.565186
	Iteration 103Q: 3 clusters Score -7979756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 61766 members 
Entering Unmasked Estep 
Score: -7979755.500000 Penalty: 3597.565186
	Iteration 104F: 3 clusters Score -7979756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (97501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97501 members 
Entering Unmasked Estep 
Score: -12225999.000000 Penalty: 1866.737793
	Iteration 0F: 2 clusters Score -1.2226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48488 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -12162033.000000 Penalty: 3733.475586
	Iteration 0F: 3 clusters Score -1.216203e+07 nChanged 46512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46188 members 
Mstep: Class 2 contains 51313 members 
Entering Unmasked Estep 
Score: -12189532.000000 Penalty: 3733.475586
	Iteration 1F: 3 clusters Score -1.218953e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 52987 members 
Entering Unmasked Estep 
Score: -12190649.000000 Penalty: 3733.475586
	Iteration 2Q: 3 clusters Score -1.219065e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 55531 members 
Entering Unmasked Estep 
Score: -12192131.000000 Penalty: 3733.475586
	Iteration 3Q: 3 clusters Score -1.219213e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 59316 members 
Entering Unmasked Estep 
Score: -12194342.000000 Penalty: 3733.475586
	Iteration 4Q: 3 clusters Score -1.219434e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 64660 members 
Entering Unmasked Estep 
Score: -12197891.000000 Penalty: 3733.475586
	Iteration 5F: 3 clusters Score -1.219789e+07 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 71417 members 
Entering Unmasked Estep 
Score: -12203258.000000 Penalty: 3733.475586
	Iteration 6F: 3 clusters Score -1.220326e+07 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 79017 members 
Entering Unmasked Estep 
Score: -12210087.000000 Penalty: 3733.475586
	Iteration 7F: 3 clusters Score -1.221009e+07 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 85622 members 
Entering Unmasked Estep 
Score: -12216444.000000 Penalty: 3733.475586
	Iteration 8F: 3 clusters Score -1.221644e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 90074 members 
Entering Unmasked Estep 
Score: -12220798.000000 Penalty: 3733.475586
	Iteration 9Q: 3 clusters Score -1.22208e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 92591 members 
Entering Unmasked Estep 
Score: -12223259.000000 Penalty: 3733.475586
	Iteration 10Q: 3 clusters Score -1.222326e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 94071 members 
Entering Unmasked Estep 
Score: -12224444.000000 Penalty: 3733.475586
	Iteration 11Q: 3 clusters Score -1.222444e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 94936 members 
Entering Unmasked Estep 
Score: -12224827.000000 Penalty: 3733.475586
	Iteration 12Q: 3 clusters Score -1.222483e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 95427 members 
Entering Unmasked Estep 
Score: -12224945.000000 Penalty: 3733.475586
	Iteration 13Q: 3 clusters Score -1.222494e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 95730 members 
Entering Unmasked Estep 
Score: -12225000.000000 Penalty: 3733.475586
	Iteration 14Q: 3 clusters Score -1.2225e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 95927 members 
Entering Unmasked Estep 
Score: -12225069.000000 Penalty: 3733.475586
	Iteration 15Q: 3 clusters Score -1.222507e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 96061 members 
Entering Unmasked Estep 
Score: -12225092.000000 Penalty: 3733.475586
	Iteration 16Q: 3 clusters Score -1.222509e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 96166 members 
Entering Unmasked Estep 
Score: -12225135.000000 Penalty: 3733.475586
	Iteration 17Q: 3 clusters Score -1.222514e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 96254 members 
Entering Unmasked Estep 
Score: -12225158.000000 Penalty: 3733.475586
	Iteration 18Q: 3 clusters Score -1.222516e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 96322 members 
Entering Unmasked Estep 
Score: -12225168.000000 Penalty: 3733.475586
	Iteration 19Q: 3 clusters Score -1.222517e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 96373 members 
Entering Unmasked Estep 
Score: -12225190.000000 Penalty: 3733.475586
	Iteration 20F: 3 clusters Score -1.222519e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 96413 members 
Entering Unmasked Estep 
Score: -12225185.000000 Penalty: 3733.475586
	Iteration 21Q: 3 clusters Score -1.222518e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 96442 members 
Entering Unmasked Estep 
Score: -12225179.000000 Penalty: 3733.475586
	Iteration 22Q: 3 clusters Score -1.222518e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 96466 members 
Entering Unmasked Estep 
Score: -12225183.000000 Penalty: 3733.475586
	Iteration 23Q: 3 clusters Score -1.222518e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 96489 members 
Entering Unmasked Estep 
Score: -12225168.000000 Penalty: 3733.475586
	Iteration 24Q: 3 clusters Score -1.222517e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 96507 members 
Entering Unmasked Estep 
Score: -12225166.000000 Penalty: 3733.475586
	Iteration 25Q: 3 clusters Score -1.222517e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 96519 members 
Entering Unmasked Estep 
Score: -12225175.000000 Penalty: 3733.475586
	Iteration 26Q: 3 clusters Score -1.222518e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 96520 members 
Entering Unmasked Estep 
Score: -12225182.000000 Penalty: 3733.475586
	Iteration 27Q: 3 clusters Score -1.222518e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 96525 members 
Entering Unmasked Estep 
Score: -12225192.000000 Penalty: 3733.475586
	Iteration 28Q: 3 clusters Score -1.222519e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 96527 members 
Entering Unmasked Estep 
Score: -12225194.000000 Penalty: 3733.475586
	Iteration 29Q: 3 clusters Score -1.222519e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 96525 members 
Entering Unmasked Estep 
Score: -12225194.000000 Penalty: 3733.475586
	Iteration 30Q: 3 clusters Score -1.222519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 96530 members 
Entering Unmasked Estep 
Score: -12225198.000000 Penalty: 3733.475586
	Iteration 31Q: 3 clusters Score -1.22252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 96530 members 
Entering Unmasked Estep 
Score: -12225192.000000 Penalty: 3733.475586
	Iteration 32Q: 3 clusters Score -1.222519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 96532 members 
Entering Unmasked Estep 
Score: -12225192.000000 Penalty: 3733.475586
	Iteration 33Q: 3 clusters Score -1.222519e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 96532 members 
Entering Unmasked Estep 
Score: -12225192.000000 Penalty: 3733.475586
	Iteration 34F: 3 clusters Score -1.222519e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (68582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68582 members 
Entering Unmasked Estep 
Score: -8691834.000000 Penalty: 1809.565063
	Iteration 0F: 2 clusters Score -8691834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -8646267.000000 Penalty: 3619.130127
	Iteration 0F: 3 clusters Score -8646267 nChanged 32417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -8665219.000000 Penalty: 3619.130127
	Iteration 1F: 3 clusters Score -8665219 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -8666132.000000 Penalty: 3619.130127
	Iteration 2Q: 3 clusters Score -8666132 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -8667437.000000 Penalty: 3619.130127
	Iteration 3Q: 3 clusters Score -8667437 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -8669537.000000 Penalty: 3619.130127
	Iteration 4F: 3 clusters Score -8669537 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -8672904.000000 Penalty: 3619.130127
	Iteration 5F: 3 clusters Score -8672904 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52883 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -8677510.000000 Penalty: 3619.130127
	Iteration 6F: 3 clusters Score -8677510 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57228 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -8682035.000000 Penalty: 3619.130127
	Iteration 7F: 3 clusters Score -8682035 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60380 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -8685230.000000 Penalty: 3619.130127
	Iteration 8F: 3 clusters Score -8685230 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62371 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -8687018.000000 Penalty: 3619.130127
	Iteration 9Q: 3 clusters Score -8687018 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63636 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -8687952.000000 Penalty: 3619.130127
	Iteration 10Q: 3 clusters Score -8687952 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64624 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -8688594.000000 Penalty: 3619.130127
	Iteration 11Q: 3 clusters Score -8688594 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65358 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -8689031.000000 Penalty: 3619.130127
	Iteration 12Q: 3 clusters Score -8689031 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65932 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -8689339.000000 Penalty: 3619.130127
	Iteration 13Q: 3 clusters Score -8689339 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66390 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -8689578.000000 Penalty: 3619.130127
	Iteration 14Q: 3 clusters Score -8689578 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66729 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -8689740.000000 Penalty: 3619.130127
	Iteration 15Q: 3 clusters Score -8689740 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67002 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -8689923.000000 Penalty: 3619.130127
	Iteration 16Q: 3 clusters Score -8689923 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67208 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -8690025.000000 Penalty: 3619.130127
	Iteration 17Q: 3 clusters Score -8690025 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67358 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -8690113.000000 Penalty: 3619.130127
	Iteration 18Q: 3 clusters Score -8690113 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67469 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -8690151.000000 Penalty: 3619.130127
	Iteration 19Q: 3 clusters Score -8690151 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67534 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8690195.000000 Penalty: 3619.130127
	Iteration 20F: 3 clusters Score -8690195 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67583 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -8690199.000000 Penalty: 3619.130127
	Iteration 21Q: 3 clusters Score -8690199 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67632 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8690215.000000 Penalty: 3619.130127
	Iteration 22Q: 3 clusters Score -8690215 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67671 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -8690248.000000 Penalty: 3619.130127
	Iteration 23Q: 3 clusters Score -8690248 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67710 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8690267.000000 Penalty: 3619.130127
	Iteration 24Q: 3 clusters Score -8690267 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67747 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8690291.000000 Penalty: 3619.130127
	Iteration 25Q: 3 clusters Score -8690291 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67779 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -8690300.000000 Penalty: 3619.130127
	Iteration 26Q: 3 clusters Score -8690300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67810 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8690328.000000 Penalty: 3619.130127
	Iteration 27Q: 3 clusters Score -8690328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67837 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -8690325.000000 Penalty: 3619.130127
	Iteration 28Q: 3 clusters Score -8690325 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67864 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8690341.000000 Penalty: 3619.130127
	Iteration 29Q: 3 clusters Score -8690341 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67885 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8690349.000000 Penalty: 3619.130127
	Iteration 30Q: 3 clusters Score -8690349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67889 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8690349.000000 Penalty: 3619.130127
	Iteration 31Q: 3 clusters Score -8690349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67897 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -8690361.000000 Penalty: 3619.130127
	Iteration 32Q: 3 clusters Score -8690361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67899 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8690363.000000 Penalty: 3619.130127
	Iteration 33Q: 3 clusters Score -8690363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67908 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8690374.000000 Penalty: 3619.130127
	Iteration 34Q: 3 clusters Score -8690374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67919 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8690376.000000 Penalty: 3619.130127
	Iteration 35Q: 3 clusters Score -8690376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67924 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8690384.000000 Penalty: 3619.130127
	Iteration 36Q: 3 clusters Score -8690384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67930 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8690380.000000 Penalty: 3619.130127
	Iteration 37Q: 3 clusters Score -8690380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67938 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8690381.000000 Penalty: 3619.130127
	Iteration 38Q: 3 clusters Score -8690381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67939 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8690380.000000 Penalty: 3619.130127
	Iteration 39Q: 3 clusters Score -8690380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67940 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8690384.000000 Penalty: 3619.130127
	Iteration 40F: 3 clusters Score -8690384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67942 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8690378.000000 Penalty: 3619.130127
	Iteration 41Q: 3 clusters Score -8690378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67943 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8690385.000000 Penalty: 3619.130127
	Iteration 42Q: 3 clusters Score -8690385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67945 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8690387.000000 Penalty: 3619.130127
	Iteration 43Q: 3 clusters Score -8690387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67946 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8690385.000000 Penalty: 3619.130127
	Iteration 44Q: 3 clusters Score -8690385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67949 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8690379.000000 Penalty: 3619.130127
	Iteration 45Q: 3 clusters Score -8690379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67951 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8690383.000000 Penalty: 3619.130127
	Iteration 46Q: 3 clusters Score -8690383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67953 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8690381.000000 Penalty: 3619.130127
	Iteration 47Q: 3 clusters Score -8690381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67955 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8690385.000000 Penalty: 3619.130127
	Iteration 48Q: 3 clusters Score -8690385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67956 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8690389.000000 Penalty: 3619.130127
	Iteration 49Q: 3 clusters Score -8690389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67958 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -8690386.000000 Penalty: 3619.130127
	Iteration 50Q: 3 clusters Score -8690386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67958 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -8690386.000000 Penalty: 3619.130127
	Iteration 51F: 3 clusters Score -8690386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -45791.078125 Penalty: 1001.880371
	Iteration 0F: 2 clusters Score -45791.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44804.101562 Penalty: 2003.760742
	Iteration 0F: 3 clusters Score -44804.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45249.117188 Penalty: 2003.760742
	Iteration 1F: 3 clusters Score -45249.12 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45481.570312 Penalty: 2003.760742
	Iteration 2F: 3 clusters Score -45481.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -45527.625000 Penalty: 2003.760742
	Iteration 3Q: 3 clusters Score -45527.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45563.585938 Penalty: 2003.760742
	Iteration 4Q: 3 clusters Score -45563.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45617.394531 Penalty: 2003.760742
	Iteration 5Q: 3 clusters Score -45617.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45637.550781 Penalty: 2003.760742
	Iteration 6Q: 3 clusters Score -45637.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45640.667969 Penalty: 2003.760742
	Iteration 7Q: 3 clusters Score -45640.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45645.726562 Penalty: 2003.760742
	Iteration 8Q: 3 clusters Score -45645.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45650.343750 Penalty: 2003.760742
	Iteration 9Q: 3 clusters Score -45650.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45659.367188 Penalty: 2003.760742
	Iteration 10Q: 3 clusters Score -45659.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -45660.546875 Penalty: 2003.760742
	Iteration 11Q: 3 clusters Score -45660.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45661.824219 Penalty: 2003.760742
	Iteration 12Q: 3 clusters Score -45661.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45661.824219 Penalty: 2003.760742
	Iteration 13F: 3 clusters Score -45661.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -18189.689453 Penalty: 927.944336
	Iteration 0F: 2 clusters Score -18189.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17561.171875 Penalty: 1855.888672
	Iteration 0F: 3 clusters Score -17561.17 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17857.373047 Penalty: 1855.888672
	Iteration 1F: 3 clusters Score -17857.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17953.712891 Penalty: 1855.888672
	Iteration 2F: 3 clusters Score -17953.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17980.765625 Penalty: 1855.888672
	Iteration 3Q: 3 clusters Score -17980.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18015.603516 Penalty: 1855.888672
	Iteration 4Q: 3 clusters Score -18015.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18065.435547 Penalty: 1855.888672
	Iteration 5Q: 3 clusters Score -18065.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18110.792969 Penalty: 1855.888672
	Iteration 6Q: 3 clusters Score -18110.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18122.896484 Penalty: 1855.888672
	Iteration 7Q: 3 clusters Score -18122.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18125.117188 Penalty: 1855.888672
	Iteration 8Q: 3 clusters Score -18125.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18151.896484 Penalty: 1855.888672
	Iteration 9Q: 3 clusters Score -18151.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18154.085938 Penalty: 1855.888672
	Iteration 10Q: 3 clusters Score -18154.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18156.664062 Penalty: 1855.888672
	Iteration 11Q: 3 clusters Score -18156.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18160.582031 Penalty: 1855.888672
	Iteration 12Q: 3 clusters Score -18160.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18172.718750 Penalty: 1855.888672
	Iteration 13Q: 3 clusters Score -18172.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18174.798828 Penalty: 1855.888672
	Iteration 14Q: 3 clusters Score -18174.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18189.701172 Penalty: 1855.888672
	Iteration 15Q: 3 clusters Score -18189.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18194.451172 Penalty: 1855.888672
	Iteration 16Q: 3 clusters Score -18194.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18197.330078 Penalty: 1855.888672
	Iteration 17F: 3 clusters Score -18197.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18199.390625 Penalty: 1855.888672
	Iteration 18Q: 3 clusters Score -18199.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18199.390625 Penalty: 1855.888672
	Iteration 19F: 3 clusters Score -18199.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21183 members 
Mstep: Class 4 contains 29272 members 
Mstep: Class 5 contains 9943 members 
Mstep: Class 6 contains 6754 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5012 members 
Mstep: Class 9 contains 4647 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 11 contains 13796 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36316 members 
Mstep: Class 14 contains 56423 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107338 members 
Mstep: Class 18 contains 3513 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 54993 members 
Mstep: Class 21 contains 6710 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 64179 members 
Mstep: Class 24 contains 97501 members 
Mstep: Class 25 contains 68582 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 102517 members 
Mstep: Class 29 contains 4712 members 
Mstep: Class 30 contains 75570 members 
Mstep: Class 31 contains 93822 members 
Mstep: Class 32 contains 3141 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9588 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2263 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 6598 members 
Mstep: Class 41 contains 160 members 
Entering Unmasked Estep 
Score: -111775032.000000 Penalty: 91479.007812
Splitting cluster 27 changes total score from -111776208.000000 to -111775032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (102517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102517 members 
Entering Unmasked Estep 
Score: -12863769.000000 Penalty: 1874.889893
	Iteration 0F: 2 clusters Score -1.286377e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51259 members 
Mstep: Class 2 contains 51258 members 
Entering Unmasked Estep 
Score: -12796275.000000 Penalty: 3749.779785
	Iteration 0F: 3 clusters Score -1.279628e+07 nChanged 49075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 52541 members 
Entering Unmasked Estep 
Score: -12824562.000000 Penalty: 3749.779785
	Iteration 1F: 3 clusters Score -1.282456e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 53541 members 
Entering Unmasked Estep 
Score: -12825354.000000 Penalty: 3749.779785
	Iteration 2Q: 3 clusters Score -1.282535e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47424 members 
Mstep: Class 2 contains 55093 members 
Entering Unmasked Estep 
Score: -12826619.000000 Penalty: 3749.779785
	Iteration 3Q: 3 clusters Score -1.282662e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 57316 members 
Entering Unmasked Estep 
Score: -12828246.000000 Penalty: 3749.779785
	Iteration 4Q: 3 clusters Score -1.282825e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 60300 members 
Entering Unmasked Estep 
Score: -12830367.000000 Penalty: 3749.779785
	Iteration 5Q: 3 clusters Score -1.283037e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 64274 members 
Entering Unmasked Estep 
Score: -12833139.000000 Penalty: 3749.779785
	Iteration 6Q: 3 clusters Score -1.283314e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 69529 members 
Entering Unmasked Estep 
Score: -12836945.000000 Penalty: 3749.779785
	Iteration 7F: 3 clusters Score -1.283694e+07 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 75899 members 
Entering Unmasked Estep 
Score: -12841645.000000 Penalty: 3749.779785
	Iteration 8F: 3 clusters Score -1.284164e+07 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 82776 members 
Entering Unmasked Estep 
Score: -12846424.000000 Penalty: 3749.779785
	Iteration 9F: 3 clusters Score -1.284642e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 89090 members 
Entering Unmasked Estep 
Score: -12850111.000000 Penalty: 3749.779785
	Iteration 10F: 3 clusters Score -1.285011e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 94100 members 
Entering Unmasked Estep 
Score: -12856323.000000 Penalty: 3749.779785
	Iteration 11Q: 3 clusters Score -1.285632e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 97330 members 
Entering Unmasked Estep 
Score: -12859468.000000 Penalty: 3749.779785
	Iteration 12Q: 3 clusters Score -1.285947e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 99299 members 
Entering Unmasked Estep 
Score: -12860885.000000 Penalty: 3749.779785
	Iteration 13Q: 3 clusters Score -1.286088e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 100463 members 
Entering Unmasked Estep 
Score: -12861560.000000 Penalty: 3749.779785
	Iteration 14Q: 3 clusters Score -1.286156e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 101123 members 
Entering Unmasked Estep 
Score: -12861884.000000 Penalty: 3749.779785
	Iteration 15Q: 3 clusters Score -1.286188e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 101504 members 
Entering Unmasked Estep 
Score: -12862054.000000 Penalty: 3749.779785
	Iteration 16Q: 3 clusters Score -1.286205e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 101712 members 
Entering Unmasked Estep 
Score: -12862080.000000 Penalty: 3749.779785
	Iteration 17Q: 3 clusters Score -1.286208e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 101841 members 
Entering Unmasked Estep 
Score: -12862142.000000 Penalty: 3749.779785
	Iteration 18Q: 3 clusters Score -1.286214e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 101920 members 
Entering Unmasked Estep 
Score: -12862206.000000 Penalty: 3749.779785
	Iteration 19Q: 3 clusters Score -1.286221e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 101977 members 
Entering Unmasked Estep 
Score: -12862239.000000 Penalty: 3749.779785
	Iteration 20F: 3 clusters Score -1.286224e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 102021 members 
Entering Unmasked Estep 
Score: -12862261.000000 Penalty: 3749.779785
	Iteration 21Q: 3 clusters Score -1.286226e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 102060 members 
Entering Unmasked Estep 
Score: -12862284.000000 Penalty: 3749.779785
	Iteration 22Q: 3 clusters Score -1.286228e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 102083 members 
Entering Unmasked Estep 
Score: -12862290.000000 Penalty: 3749.779785
	Iteration 23Q: 3 clusters Score -1.286229e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 102097 members 
Entering Unmasked Estep 
Score: -12862284.000000 Penalty: 3749.779785
	Iteration 24Q: 3 clusters Score -1.286228e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 102111 members 
Entering Unmasked Estep 
Score: -12862300.000000 Penalty: 3749.779785
	Iteration 25Q: 3 clusters Score -1.28623e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 102120 members 
Entering Unmasked Estep 
Score: -12862294.000000 Penalty: 3749.779785
	Iteration 26Q: 3 clusters Score -1.286229e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 102130 members 
Entering Unmasked Estep 
Score: -12862292.000000 Penalty: 3749.779785
	Iteration 27Q: 3 clusters Score -1.286229e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 102135 members 
Entering Unmasked Estep 
Score: -12862303.000000 Penalty: 3749.779785
	Iteration 28Q: 3 clusters Score -1.28623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 102141 members 
Entering Unmasked Estep 
Score: -12862307.000000 Penalty: 3749.779785
	Iteration 29Q: 3 clusters Score -1.286231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 102146 members 
Entering Unmasked Estep 
Score: -12862311.000000 Penalty: 3749.779785
	Iteration 30Q: 3 clusters Score -1.286231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 102145 members 
Entering Unmasked Estep 
Score: -12862310.000000 Penalty: 3749.779785
	Iteration 31Q: 3 clusters Score -1.286231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 102145 members 
Entering Unmasked Estep 
Score: -12862310.000000 Penalty: 3749.779785
	Iteration 32F: 3 clusters Score -1.286231e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Entering Unmasked Estep 
Score: -584859.937500 Penalty: 1374.403442
	Iteration 0F: 2 clusters Score -584859.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -581087.312500 Penalty: 2748.806885
	Iteration 0F: 3 clusters Score -581087.3 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -582170.812500 Penalty: 2748.806885
	Iteration 1F: 3 clusters Score -582170.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -582366.312500 Penalty: 2748.806885
	Iteration 2F: 3 clusters Score -582366.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -582492.187500 Penalty: 2748.806885
	Iteration 3F: 3 clusters Score -582492.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -582583.812500 Penalty: 2748.806885
	Iteration 4Q: 3 clusters Score -582583.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -582652.062500 Penalty: 2748.806885
	Iteration 5Q: 3 clusters Score -582652.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -582700.562500 Penalty: 2748.806885
	Iteration 6Q: 3 clusters Score -582700.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -582741.375000 Penalty: 2748.806885
	Iteration 7Q: 3 clusters Score -582741.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -582776.437500 Penalty: 2748.806885
	Iteration 8Q: 3 clusters Score -582776.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -582814.062500 Penalty: 2748.806885
	Iteration 9Q: 3 clusters Score -582814.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -582860.875000 Penalty: 2748.806885
	Iteration 10Q: 3 clusters Score -582860.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -582907.562500 Penalty: 2748.806885
	Iteration 11Q: 3 clusters Score -582907.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -582949.562500 Penalty: 2748.806885
	Iteration 12Q: 3 clusters Score -582949.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -582992.750000 Penalty: 2748.806885
	Iteration 13Q: 3 clusters Score -582992.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -583045.750000 Penalty: 2748.806885
	Iteration 14Q: 3 clusters Score -583045.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -583116.875000 Penalty: 2748.806885
	Iteration 15Q: 3 clusters Score -583116.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -583193.937500 Penalty: 2748.806885
	Iteration 16Q: 3 clusters Score -583193.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -583277.312500 Penalty: 2748.806885
	Iteration 17Q: 3 clusters Score -583277.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -583363.312500 Penalty: 2748.806885
	Iteration 18Q: 3 clusters Score -583363.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -583426.187500 Penalty: 2748.806885
	Iteration 19Q: 3 clusters Score -583426.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -583490.000000 Penalty: 2748.806885
	Iteration 20F: 3 clusters Score -583490 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -583547.687500 Penalty: 2748.806885
	Iteration 21Q: 3 clusters Score -583547.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -583592.812500 Penalty: 2748.806885
	Iteration 22Q: 3 clusters Score -583592.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -583628.312500 Penalty: 2748.806885
	Iteration 23Q: 3 clusters Score -583628.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -583652.750000 Penalty: 2748.806885
	Iteration 24Q: 3 clusters Score -583652.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -583675.875000 Penalty: 2748.806885
	Iteration 25Q: 3 clusters Score -583675.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -583692.750000 Penalty: 2748.806885
	Iteration 26Q: 3 clusters Score -583692.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -583703.312500 Penalty: 2748.806885
	Iteration 27Q: 3 clusters Score -583703.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -583707.187500 Penalty: 2748.806885
	Iteration 28Q: 3 clusters Score -583707.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -583710.750000 Penalty: 2748.806885
	Iteration 29Q: 3 clusters Score -583710.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -583719.312500 Penalty: 2748.806885
	Iteration 30Q: 3 clusters Score -583719.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -583724.500000 Penalty: 2748.806885
	Iteration 31Q: 3 clusters Score -583724.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -583730.562500 Penalty: 2748.806885
	Iteration 32Q: 3 clusters Score -583730.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -583731.312500 Penalty: 2748.806885
	Iteration 33Q: 3 clusters Score -583731.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -583733.062500 Penalty: 2748.806885
	Iteration 34Q: 3 clusters Score -583733.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -583734.375000 Penalty: 2748.806885
	Iteration 35Q: 3 clusters Score -583734.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -583737.062500 Penalty: 2748.806885
	Iteration 36Q: 3 clusters Score -583737.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -583738.625000 Penalty: 2748.806885
	Iteration 37Q: 3 clusters Score -583738.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -583741.437500 Penalty: 2748.806885
	Iteration 38Q: 3 clusters Score -583741.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -583741.937500 Penalty: 2748.806885
	Iteration 39Q: 3 clusters Score -583741.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -583741.937500 Penalty: 2748.806885
	Iteration 40F: 3 clusters Score -583741.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (75570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75570 members 
Entering Unmasked Estep 
Score: -9206940.000000 Penalty: 1825.332397
	Iteration 0F: 2 clusters Score -9206940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -9156366.000000 Penalty: 3650.664795
	Iteration 0F: 3 clusters Score -9156366 nChanged 35931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -9176653.000000 Penalty: 3650.664795
	Iteration 1F: 3 clusters Score -9176653 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -9177274.000000 Penalty: 3650.664795
	Iteration 2Q: 3 clusters Score -9177274 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -9177885.000000 Penalty: 3650.664795
	Iteration 3Q: 3 clusters Score -9177885 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -9178769.000000 Penalty: 3650.664795
	Iteration 4Q: 3 clusters Score -9178769 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -9179924.000000 Penalty: 3650.664795
	Iteration 5Q: 3 clusters Score -9179924 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -9181512.000000 Penalty: 3650.664795
	Iteration 6Q: 3 clusters Score -9181512 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -9183513.000000 Penalty: 3650.664795
	Iteration 7F: 3 clusters Score -9183513 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 48967 members 
Entering Unmasked Estep 
Score: -9186008.000000 Penalty: 3650.664795
	Iteration 8F: 3 clusters Score -9186008 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -9189052.000000 Penalty: 3650.664795
	Iteration 9F: 3 clusters Score -9189052 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 56364 members 
Entering Unmasked Estep 
Score: -9192386.000000 Penalty: 3650.664795
	Iteration 10F: 3 clusters Score -9192386 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 59795 members 
Entering Unmasked Estep 
Score: -9195476.000000 Penalty: 3650.664795
	Iteration 11F: 3 clusters Score -9195476 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 62693 members 
Entering Unmasked Estep 
Score: -9197962.000000 Penalty: 3650.664795
	Iteration 12Q: 3 clusters Score -9197962 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 64950 members 
Entering Unmasked Estep 
Score: -9199747.000000 Penalty: 3650.664795
	Iteration 13Q: 3 clusters Score -9199747 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 66712 members 
Entering Unmasked Estep 
Score: -9200961.000000 Penalty: 3650.664795
	Iteration 14Q: 3 clusters Score -9200961 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 68193 members 
Entering Unmasked Estep 
Score: -9201830.000000 Penalty: 3650.664795
	Iteration 15Q: 3 clusters Score -9201830 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 69472 members 
Entering Unmasked Estep 
Score: -9202573.000000 Penalty: 3650.664795
	Iteration 16Q: 3 clusters Score -9202573 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 70630 members 
Entering Unmasked Estep 
Score: -9203265.000000 Penalty: 3650.664795
	Iteration 17Q: 3 clusters Score -9203265 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 71632 members 
Entering Unmasked Estep 
Score: -9203854.000000 Penalty: 3650.664795
	Iteration 18Q: 3 clusters Score -9203854 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 72454 members 
Entering Unmasked Estep 
Score: -9204369.000000 Penalty: 3650.664795
	Iteration 19Q: 3 clusters Score -9204369 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 73119 members 
Entering Unmasked Estep 
Score: -9204748.000000 Penalty: 3650.664795
	Iteration 20F: 3 clusters Score -9204748 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 73623 members 
Entering Unmasked Estep 
Score: -9205091.000000 Penalty: 3650.664795
	Iteration 21Q: 3 clusters Score -9205091 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 73992 members 
Entering Unmasked Estep 
Score: -9205367.000000 Penalty: 3650.664795
	Iteration 22Q: 3 clusters Score -9205367 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 74262 members 
Entering Unmasked Estep 
Score: -9205576.000000 Penalty: 3650.664795
	Iteration 23Q: 3 clusters Score -9205576 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 74450 members 
Entering Unmasked Estep 
Score: -9205702.000000 Penalty: 3650.664795
	Iteration 24Q: 3 clusters Score -9205702 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 74572 members 
Entering Unmasked Estep 
Score: -9205792.000000 Penalty: 3650.664795
	Iteration 25Q: 3 clusters Score -9205792 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 74650 members 
Entering Unmasked Estep 
Score: -9205889.000000 Penalty: 3650.664795
	Iteration 26Q: 3 clusters Score -9205889 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 74707 members 
Entering Unmasked Estep 
Score: -9205938.000000 Penalty: 3650.664795
	Iteration 27Q: 3 clusters Score -9205938 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 74753 members 
Entering Unmasked Estep 
Score: -9205992.000000 Penalty: 3650.664795
	Iteration 28Q: 3 clusters Score -9205992 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 74779 members 
Entering Unmasked Estep 
Score: -9206004.000000 Penalty: 3650.664795
	Iteration 29Q: 3 clusters Score -9206004 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 74804 members 
Entering Unmasked Estep 
Score: -9206030.000000 Penalty: 3650.664795
	Iteration 30Q: 3 clusters Score -9206030 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 74826 members 
Entering Unmasked Estep 
Score: -9206030.000000 Penalty: 3650.664795
	Iteration 31Q: 3 clusters Score -9206030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 74842 members 
Entering Unmasked Estep 
Score: -9206033.000000 Penalty: 3650.664795
	Iteration 32Q: 3 clusters Score -9206033 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 74861 members 
Entering Unmasked Estep 
Score: -9206049.000000 Penalty: 3650.664795
	Iteration 33Q: 3 clusters Score -9206049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 74868 members 
Entering Unmasked Estep 
Score: -9206063.000000 Penalty: 3650.664795
	Iteration 34Q: 3 clusters Score -9206063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 74870 members 
Entering Unmasked Estep 
Score: -9206068.000000 Penalty: 3650.664795
	Iteration 35Q: 3 clusters Score -9206068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 74870 members 
Entering Unmasked Estep 
Score: -9206067.000000 Penalty: 3650.664795
	Iteration 36Q: 3 clusters Score -9206067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 74868 members 
Entering Unmasked Estep 
Score: -9206068.000000 Penalty: 3650.664795
	Iteration 37Q: 3 clusters Score -9206068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 74869 members 
Entering Unmasked Estep 
Score: -9206066.000000 Penalty: 3650.664795
	Iteration 38Q: 3 clusters Score -9206066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 74869 members 
Entering Unmasked Estep 
Score: -9206066.000000 Penalty: 3650.664795
	Iteration 39F: 3 clusters Score -9206066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (93822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93822 members 
Entering Unmasked Estep 
Score: -11855421.000000 Penalty: 1860.487671
	Iteration 0F: 2 clusters Score -1.185542e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46784 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -11795042.000000 Penalty: 3720.975342
	Iteration 0F: 3 clusters Score -1.179504e+07 nChanged 44689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -11821330.000000 Penalty: 3720.975342
	Iteration 1F: 3 clusters Score -1.182133e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 52750 members 
Entering Unmasked Estep 
Score: -11822577.000000 Penalty: 3720.975342
	Iteration 2Q: 3 clusters Score -1.182258e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 56010 members 
Entering Unmasked Estep 
Score: -11824595.000000 Penalty: 3720.975342
	Iteration 3Q: 3 clusters Score -1.18246e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 60448 members 
Entering Unmasked Estep 
Score: -11827211.000000 Penalty: 3720.975342
	Iteration 4F: 3 clusters Score -1.182721e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 66116 members 
Entering Unmasked Estep 
Score: -11830918.000000 Penalty: 3720.975342
	Iteration 5F: 3 clusters Score -1.183092e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 72816 members 
Entering Unmasked Estep 
Score: -11835958.000000 Penalty: 3720.975342
	Iteration 6F: 3 clusters Score -1.183596e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 79709 members 
Entering Unmasked Estep 
Score: -11841839.000000 Penalty: 3720.975342
	Iteration 7F: 3 clusters Score -1.184184e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 85597 members 
Entering Unmasked Estep 
Score: -11847432.000000 Penalty: 3720.975342
	Iteration 8F: 3 clusters Score -1.184743e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 89644 members 
Entering Unmasked Estep 
Score: -11851266.000000 Penalty: 3720.975342
	Iteration 9Q: 3 clusters Score -1.185127e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 91821 members 
Entering Unmasked Estep 
Score: -11852794.000000 Penalty: 3720.975342
	Iteration 10Q: 3 clusters Score -1.185279e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 92741 members 
Entering Unmasked Estep 
Score: -11853307.000000 Penalty: 3720.975342
	Iteration 11Q: 3 clusters Score -1.185331e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 93054 members 
Entering Unmasked Estep 
Score: -11853598.000000 Penalty: 3720.975342
	Iteration 12Q: 3 clusters Score -1.18536e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 93171 members 
Entering Unmasked Estep 
Score: -11853776.000000 Penalty: 3720.975342
	Iteration 13Q: 3 clusters Score -1.185378e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 93222 members 
Entering Unmasked Estep 
Score: -11853835.000000 Penalty: 3720.975342
	Iteration 14Q: 3 clusters Score -1.185384e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 93252 members 
Entering Unmasked Estep 
Score: -11853890.000000 Penalty: 3720.975342
	Iteration 15Q: 3 clusters Score -1.185389e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 93275 members 
Entering Unmasked Estep 
Score: -11853951.000000 Penalty: 3720.975342
	Iteration 16Q: 3 clusters Score -1.185395e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 93276 members 
Entering Unmasked Estep 
Score: -11853958.000000 Penalty: 3720.975342
	Iteration 17Q: 3 clusters Score -1.185396e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 93279 members 
Entering Unmasked Estep 
Score: -11853955.000000 Penalty: 3720.975342
	Iteration 18Q: 3 clusters Score -1.185396e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 93286 members 
Entering Unmasked Estep 
Score: -11853977.000000 Penalty: 3720.975342
	Iteration 19Q: 3 clusters Score -1.185398e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 93296 members 
Entering Unmasked Estep 
Score: -11853985.000000 Penalty: 3720.975342
	Iteration 20F: 3 clusters Score -1.185398e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 93296 members 
Entering Unmasked Estep 
Score: -11854006.000000 Penalty: 3720.975342
	Iteration 21Q: 3 clusters Score -1.185401e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 93295 members 
Entering Unmasked Estep 
Score: -11854009.000000 Penalty: 3720.975342
	Iteration 22Q: 3 clusters Score -1.185401e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 93296 members 
Entering Unmasked Estep 
Score: -11853998.000000 Penalty: 3720.975342
	Iteration 23Q: 3 clusters Score -1.1854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 93301 members 
Entering Unmasked Estep 
Score: -11854018.000000 Penalty: 3720.975342
	Iteration 24Q: 3 clusters Score -1.185402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 93307 members 
Entering Unmasked Estep 
Score: -11854018.000000 Penalty: 3720.975342
	Iteration 25Q: 3 clusters Score -1.185402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 93308 members 
Entering Unmasked Estep 
Score: -11854017.000000 Penalty: 3720.975342
	Iteration 26Q: 3 clusters Score -1.185402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 93308 members 
Entering Unmasked Estep 
Score: -11854019.000000 Penalty: 3720.975342
	Iteration 27Q: 3 clusters Score -1.185402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 93311 members 
Entering Unmasked Estep 
Score: -11854021.000000 Penalty: 3720.975342
	Iteration 28Q: 3 clusters Score -1.185402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 93308 members 
Entering Unmasked Estep 
Score: -11854029.000000 Penalty: 3720.975342
	Iteration 29Q: 3 clusters Score -1.185403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 93308 members 
Entering Unmasked Estep 
Score: -11854030.000000 Penalty: 3720.975342
	Iteration 30Q: 3 clusters Score -1.185403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 93307 members 
Entering Unmasked Estep 
Score: -11854040.000000 Penalty: 3720.975342
	Iteration 31Q: 3 clusters Score -1.185404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 93309 members 
Entering Unmasked Estep 
Score: -11854039.000000 Penalty: 3720.975342
	Iteration 32Q: 3 clusters Score -1.185404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 93310 members 
Entering Unmasked Estep 
Score: -11854038.000000 Penalty: 3720.975342
	Iteration 33Q: 3 clusters Score -1.185404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 93310 members 
Entering Unmasked Estep 
Score: -11854038.000000 Penalty: 3720.975342
	Iteration 34F: 3 clusters Score -1.185404e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Entering Unmasked Estep 
Score: -393245.750000 Penalty: 1308.498169
	Iteration 0F: 2 clusters Score -393245.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -390449.406250 Penalty: 2616.996338
	Iteration 0F: 3 clusters Score -390449.4 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -391120.875000 Penalty: 2616.996338
	Iteration 1F: 3 clusters Score -391120.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -391242.750000 Penalty: 2616.996338
	Iteration 2F: 3 clusters Score -391242.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -391318.031250 Penalty: 2616.996338
	Iteration 3Q: 3 clusters Score -391318 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -391377.093750 Penalty: 2616.996338
	Iteration 4Q: 3 clusters Score -391377.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -391418.468750 Penalty: 2616.996338
	Iteration 5Q: 3 clusters Score -391418.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -391453.156250 Penalty: 2616.996338
	Iteration 6Q: 3 clusters Score -391453.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -391489.468750 Penalty: 2616.996338
	Iteration 7Q: 3 clusters Score -391489.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -391527.218750 Penalty: 2616.996338
	Iteration 8Q: 3 clusters Score -391527.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -391556.437500 Penalty: 2616.996338
	Iteration 9Q: 3 clusters Score -391556.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -391583.968750 Penalty: 2616.996338
	Iteration 10Q: 3 clusters Score -391584 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -391613.937500 Penalty: 2616.996338
	Iteration 11Q: 3 clusters Score -391613.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -391658.812500 Penalty: 2616.996338
	Iteration 12Q: 3 clusters Score -391658.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -391700.218750 Penalty: 2616.996338
	Iteration 13Q: 3 clusters Score -391700.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -391742.406250 Penalty: 2616.996338
	Iteration 14Q: 3 clusters Score -391742.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -391776.531250 Penalty: 2616.996338
	Iteration 15Q: 3 clusters Score -391776.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -391800.875000 Penalty: 2616.996338
	Iteration 16Q: 3 clusters Score -391800.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -391828.000000 Penalty: 2616.996338
	Iteration 17Q: 3 clusters Score -391828 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -391866.875000 Penalty: 2616.996338
	Iteration 18Q: 3 clusters Score -391866.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -391897.437500 Penalty: 2616.996338
	Iteration 19Q: 3 clusters Score -391897.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -391924.156250 Penalty: 2616.996338
	Iteration 20F: 3 clusters Score -391924.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -391949.625000 Penalty: 2616.996338
	Iteration 21Q: 3 clusters Score -391949.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -391971.656250 Penalty: 2616.996338
	Iteration 22Q: 3 clusters Score -391971.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -391987.812500 Penalty: 2616.996338
	Iteration 23Q: 3 clusters Score -391987.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -392000.156250 Penalty: 2616.996338
	Iteration 24Q: 3 clusters Score -392000.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -392019.093750 Penalty: 2616.996338
	Iteration 25Q: 3 clusters Score -392019.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -392036.281250 Penalty: 2616.996338
	Iteration 26Q: 3 clusters Score -392036.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -392053.406250 Penalty: 2616.996338
	Iteration 27Q: 3 clusters Score -392053.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -392076.406250 Penalty: 2616.996338
	Iteration 28Q: 3 clusters Score -392076.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -392088.218750 Penalty: 2616.996338
	Iteration 29Q: 3 clusters Score -392088.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -392094.218750 Penalty: 2616.996338
	Iteration 30Q: 3 clusters Score -392094.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -392099.906250 Penalty: 2616.996338
	Iteration 31Q: 3 clusters Score -392099.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -392104.125000 Penalty: 2616.996338
	Iteration 32Q: 3 clusters Score -392104.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -392107.125000 Penalty: 2616.996338
	Iteration 33Q: 3 clusters Score -392107.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -392111.562500 Penalty: 2616.996338
	Iteration 34Q: 3 clusters Score -392111.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -392113.843750 Penalty: 2616.996338
	Iteration 35Q: 3 clusters Score -392113.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -392117.312500 Penalty: 2616.996338
	Iteration 36Q: 3 clusters Score -392117.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -392121.500000 Penalty: 2616.996338
	Iteration 37Q: 3 clusters Score -392121.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -392126.375000 Penalty: 2616.996338
	Iteration 38Q: 3 clusters Score -392126.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -392132.187500 Penalty: 2616.996338
	Iteration 39Q: 3 clusters Score -392132.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -392134.843750 Penalty: 2616.996338
	Iteration 40F: 3 clusters Score -392134.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -392136.531250 Penalty: 2616.996338
	Iteration 41Q: 3 clusters Score -392136.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -392138.000000 Penalty: 2616.996338
	Iteration 42Q: 3 clusters Score -392138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -392140.062500 Penalty: 2616.996338
	Iteration 43Q: 3 clusters Score -392140.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -392141.593750 Penalty: 2616.996338
	Iteration 44Q: 3 clusters Score -392141.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -392146.000000 Penalty: 2616.996338
	Iteration 45Q: 3 clusters Score -392146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -392149.437500 Penalty: 2616.996338
	Iteration 46Q: 3 clusters Score -392149.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -392151.750000 Penalty: 2616.996338
	Iteration 47Q: 3 clusters Score -392151.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -392151.781250 Penalty: 2616.996338
	Iteration 48Q: 3 clusters Score -392151.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -392153.031250 Penalty: 2616.996338
	Iteration 49Q: 3 clusters Score -392153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -392155.093750 Penalty: 2616.996338
	Iteration 50Q: 3 clusters Score -392155.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -392155.093750 Penalty: 2616.996338
	Iteration 51F: 3 clusters Score -392155.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Entering Unmasked Estep 
Score: -173960.671875 Penalty: 1183.560303
	Iteration 0F: 2 clusters Score -173960.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -172217.265625 Penalty: 2367.120605
	Iteration 0F: 3 clusters Score -172217.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -172555.250000 Penalty: 2367.120605
	Iteration 1F: 3 clusters Score -172555.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -172716.453125 Penalty: 2367.120605
	Iteration 2F: 3 clusters Score -172716.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -172889.546875 Penalty: 2367.120605
	Iteration 3F: 3 clusters Score -172889.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -173027.234375 Penalty: 2367.120605
	Iteration 4F: 3 clusters Score -173027.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -173151.453125 Penalty: 2367.120605
	Iteration 5F: 3 clusters Score -173151.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -173281.046875 Penalty: 2367.120605
	Iteration 6Q: 3 clusters Score -173281 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -173371.234375 Penalty: 2367.120605
	Iteration 7Q: 3 clusters Score -173371.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -173436.406250 Penalty: 2367.120605
	Iteration 8Q: 3 clusters Score -173436.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -173481.968750 Penalty: 2367.120605
	Iteration 9Q: 3 clusters Score -173482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -173500.812500 Penalty: 2367.120605
	Iteration 10Q: 3 clusters Score -173500.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -173509.281250 Penalty: 2367.120605
	Iteration 11Q: 3 clusters Score -173509.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -173515.109375 Penalty: 2367.120605
	Iteration 12Q: 3 clusters Score -173515.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -173525.125000 Penalty: 2367.120605
	Iteration 13Q: 3 clusters Score -173525.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -173531.890625 Penalty: 2367.120605
	Iteration 14Q: 3 clusters Score -173531.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -173538.828125 Penalty: 2367.120605
	Iteration 15Q: 3 clusters Score -173538.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -173540.984375 Penalty: 2367.120605
	Iteration 16Q: 3 clusters Score -173541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -173544.765625 Penalty: 2367.120605
	Iteration 17Q: 3 clusters Score -173544.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -173545.218750 Penalty: 2367.120605
	Iteration 18Q: 3 clusters Score -173545.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -173547.062500 Penalty: 2367.120605
	Iteration 19Q: 3 clusters Score -173547.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -173547.781250 Penalty: 2367.120605
	Iteration 20F: 3 clusters Score -173547.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Entering Unmasked Estep 
Score: -111849.562500 Penalty: 1135.467163
	Iteration 0F: 2 clusters Score -111849.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -110431.164062 Penalty: 2270.934326
	Iteration 0F: 3 clusters Score -110431.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -110910.632812 Penalty: 2270.934326
	Iteration 1F: 3 clusters Score -110910.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -111167.585938 Penalty: 2270.934326
	Iteration 2F: 3 clusters Score -111167.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -111341.968750 Penalty: 2270.934326
	Iteration 3F: 3 clusters Score -111342 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -111516.210938 Penalty: 2270.934326
	Iteration 4F: 3 clusters Score -111516.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -111688.054688 Penalty: 2270.934326
	Iteration 5F: 3 clusters Score -111688.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -111773.710938 Penalty: 2270.934326
	Iteration 6Q: 3 clusters Score -111773.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -111844.601562 Penalty: 2270.934326
	Iteration 7Q: 3 clusters Score -111844.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -111880.328125 Penalty: 2270.934326
	Iteration 8Q: 3 clusters Score -111880.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -111909.390625 Penalty: 2270.934326
	Iteration 9Q: 3 clusters Score -111909.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -111936.093750 Penalty: 2270.934326
	Iteration 10Q: 3 clusters Score -111936.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -111958.398438 Penalty: 2270.934326
	Iteration 11Q: 3 clusters Score -111958.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -111972.960938 Penalty: 2270.934326
	Iteration 12Q: 3 clusters Score -111973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -111974.929688 Penalty: 2270.934326
	Iteration 13Q: 3 clusters Score -111974.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -111976.179688 Penalty: 2270.934326
	Iteration 14Q: 3 clusters Score -111976.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -111976.179688 Penalty: 2270.934326
	Iteration 15F: 3 clusters Score -111976.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21183 members 
Mstep: Class 4 contains 29272 members 
Mstep: Class 5 contains 9943 members 
Mstep: Class 6 contains 6754 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5012 members 
Mstep: Class 9 contains 4647 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 11 contains 13796 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36316 members 
Mstep: Class 14 contains 56423 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107338 members 
Mstep: Class 18 contains 3513 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 54993 members 
Mstep: Class 21 contains 6710 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 64179 members 
Mstep: Class 24 contains 97501 members 
Mstep: Class 25 contains 68582 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102517 members 
Mstep: Class 29 contains 4712 members 
Mstep: Class 30 contains 75570 members 
Mstep: Class 31 contains 93822 members 
Mstep: Class 32 contains 3141 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 308 members 
Mstep: Class 35 contains 9588 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2263 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 6598 members 
Mstep: Class 41 contains 775 members 
Entering Unmasked Estep 
Score: -111775352.000000 Penalty: 91479.007812
Splitting cluster 34 changes total score from -111776208.000000 to -111775352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (9588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Entering Unmasked Estep 
Score: -1187688.250000 Penalty: 1489.843384
	Iteration 0F: 2 clusters Score -1187688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1180767.375000 Penalty: 2979.686768
	Iteration 0F: 3 clusters Score -1180767 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1183023.500000 Penalty: 2979.686768
	Iteration 1F: 3 clusters Score -1183024 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1183405.875000 Penalty: 2979.686768
	Iteration 2F: 3 clusters Score -1183406 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1183807.500000 Penalty: 2979.686768
	Iteration 3F: 3 clusters Score -1183808 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1184214.875000 Penalty: 2979.686768
	Iteration 4F: 3 clusters Score -1184215 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1184633.125000 Penalty: 2979.686768
	Iteration 5F: 3 clusters Score -1184633 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1185051.375000 Penalty: 2979.686768
	Iteration 6F: 3 clusters Score -1185051 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1185465.250000 Penalty: 2979.686768
	Iteration 7F: 3 clusters Score -1185465 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1185781.500000 Penalty: 2979.686768
	Iteration 8Q: 3 clusters Score -1185782 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1185984.500000 Penalty: 2979.686768
	Iteration 9Q: 3 clusters Score -1185984 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1186148.250000 Penalty: 2979.686768
	Iteration 10Q: 3 clusters Score -1186148 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1186304.125000 Penalty: 2979.686768
	Iteration 11Q: 3 clusters Score -1186304 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1186395.125000 Penalty: 2979.686768
	Iteration 12Q: 3 clusters Score -1186395 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1186458.875000 Penalty: 2979.686768
	Iteration 13Q: 3 clusters Score -1186459 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1186509.000000 Penalty: 2979.686768
	Iteration 14Q: 3 clusters Score -1186509 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1186536.750000 Penalty: 2979.686768
	Iteration 15Q: 3 clusters Score -1186537 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1186562.375000 Penalty: 2979.686768
	Iteration 16Q: 3 clusters Score -1186562 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1186579.625000 Penalty: 2979.686768
	Iteration 17Q: 3 clusters Score -1186580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1186595.250000 Penalty: 2979.686768
	Iteration 18Q: 3 clusters Score -1186595 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1186624.250000 Penalty: 2979.686768
	Iteration 19Q: 3 clusters Score -1186624 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1186644.500000 Penalty: 2979.686768
	Iteration 20F: 3 clusters Score -1186644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1186652.250000 Penalty: 2979.686768
	Iteration 21Q: 3 clusters Score -1186652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1186660.500000 Penalty: 2979.686768
	Iteration 22Q: 3 clusters Score -1186660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1186663.375000 Penalty: 2979.686768
	Iteration 23Q: 3 clusters Score -1186663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1186668.875000 Penalty: 2979.686768
	Iteration 24Q: 3 clusters Score -1186669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1186671.250000 Penalty: 2979.686768
	Iteration 25Q: 3 clusters Score -1186671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1186671.625000 Penalty: 2979.686768
	Iteration 26Q: 3 clusters Score -1186672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1186672.250000 Penalty: 2979.686768
	Iteration 27Q: 3 clusters Score -1186672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1186673.250000 Penalty: 2979.686768
	Iteration 28Q: 3 clusters Score -1186673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1186674.125000 Penalty: 2979.686768
	Iteration 29Q: 3 clusters Score -1186674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1186673.500000 Penalty: 2979.686768
	Iteration 30Q: 3 clusters Score -1186674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1186673.500000 Penalty: 2979.686768
	Iteration 31F: 3 clusters Score -1186674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Entering Unmasked Estep 
Score: -126916.062500 Penalty: 1147.884399
	Iteration 0F: 2 clusters Score -126916.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -125408.484375 Penalty: 2295.768799
	Iteration 0F: 3 clusters Score -125408.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -125779.539062 Penalty: 2295.768799
	Iteration 1F: 3 clusters Score -125779.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -125980.390625 Penalty: 2295.768799
	Iteration 2F: 3 clusters Score -125980.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -126153.015625 Penalty: 2295.768799
	Iteration 3F: 3 clusters Score -126153 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -126294.023438 Penalty: 2295.768799
	Iteration 4F: 3 clusters Score -126294 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -126387.625000 Penalty: 2295.768799
	Iteration 5F: 3 clusters Score -126387.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -126433.640625 Penalty: 2295.768799
	Iteration 6Q: 3 clusters Score -126433.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -126455.851562 Penalty: 2295.768799
	Iteration 7Q: 3 clusters Score -126455.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -126472.742188 Penalty: 2295.768799
	Iteration 8Q: 3 clusters Score -126472.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -126490.226562 Penalty: 2295.768799
	Iteration 9Q: 3 clusters Score -126490.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -126493.195312 Penalty: 2295.768799
	Iteration 10Q: 3 clusters Score -126493.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -126496.164062 Penalty: 2295.768799
	Iteration 11Q: 3 clusters Score -126496.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -126499.382812 Penalty: 2295.768799
	Iteration 12Q: 3 clusters Score -126499.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -126500.367188 Penalty: 2295.768799
	Iteration 13Q: 3 clusters Score -126500.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -126500.367188 Penalty: 2295.768799
	Iteration 14F: 3 clusters Score -126500.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -11215.750977 Penalty: 957.392151
	Iteration 0F: 2 clusters Score -11215.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -10474.627930 Penalty: 1914.784302
	Iteration 0F: 3 clusters Score -10474.63 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -10918.708008 Penalty: 1914.784302
	Iteration 1F: 3 clusters Score -10918.71 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -11132.526367 Penalty: 1914.784302
	Iteration 2F: 3 clusters Score -11132.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -11262.063477 Penalty: 1914.784302
	Iteration 3Q: 3 clusters Score -11262.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -11432.097656 Penalty: 1914.784302
	Iteration 4Q: 3 clusters Score -11432.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -11548.195312 Penalty: 1914.784302
	Iteration 5Q: 3 clusters Score -11548.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -11669.979492 Penalty: 1914.784302
	Iteration 6Q: 3 clusters Score -11669.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -11764.815430 Penalty: 1914.784302
	Iteration 7Q: 3 clusters Score -11764.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11819.431641 Penalty: 1914.784302
	Iteration 8Q: 3 clusters Score -11819.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11859.083984 Penalty: 1914.784302
	Iteration 9Q: 3 clusters Score -11859.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -11936.583984 Penalty: 1914.784302
	Iteration 10Q: 3 clusters Score -11936.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11981.295898 Penalty: 1914.784302
	Iteration 11Q: 3 clusters Score -11981.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -12006.722656 Penalty: 1914.784302
	Iteration 12Q: 3 clusters Score -12006.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -12021.822266 Penalty: 1914.784302
	Iteration 13Q: 3 clusters Score -12021.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -12040.241211 Penalty: 1914.784302
	Iteration 14Q: 3 clusters Score -12040.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -12058.666992 Penalty: 1914.784302
	Iteration 15Q: 3 clusters Score -12058.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -12064.654297 Penalty: 1914.784302
	Iteration 16Q: 3 clusters Score -12064.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -12082.772461 Penalty: 1914.784302
	Iteration 17Q: 3 clusters Score -12082.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -12093.846680 Penalty: 1914.784302
	Iteration 18Q: 3 clusters Score -12093.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -12099.252930 Penalty: 1914.784302
	Iteration 19Q: 3 clusters Score -12099.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12128.166016 Penalty: 1914.784302
	Iteration 20F: 3 clusters Score -12128.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12136.077148 Penalty: 1914.784302
	Iteration 21Q: 3 clusters Score -12136.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -12139.809570 Penalty: 1914.784302
	Iteration 22Q: 3 clusters Score -12139.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -12139.809570 Penalty: 1914.784302
	Iteration 23F: 3 clusters Score -12139.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21183 members 
Mstep: Class 4 contains 29272 members 
Mstep: Class 5 contains 9943 members 
Mstep: Class 6 contains 6754 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5012 members 
Mstep: Class 9 contains 4647 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 11 contains 13796 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36316 members 
Mstep: Class 14 contains 56423 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107338 members 
Mstep: Class 18 contains 3513 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 54993 members 
Mstep: Class 21 contains 6710 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 64179 members 
Mstep: Class 24 contains 97501 members 
Mstep: Class 25 contains 68582 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102517 members 
Mstep: Class 29 contains 4712 members 
Mstep: Class 30 contains 75570 members 
Mstep: Class 31 contains 93822 members 
Mstep: Class 32 contains 3141 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9588 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 189 members 
Mstep: Class 38 contains 2263 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 6598 members 
Mstep: Class 41 contains 173 members 
Entering Unmasked Estep 
Score: -111775960.000000 Penalty: 91479.007812
Splitting cluster 37 changes total score from -111776208.000000 to -111775960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (2263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Entering Unmasked Estep 
Score: -278034.343750 Penalty: 1255.222656
	Iteration 0F: 2 clusters Score -278034.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -275799.750000 Penalty: 2510.445312
	Iteration 0F: 3 clusters Score -275799.8 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -276337.156250 Penalty: 2510.445312
	Iteration 1F: 3 clusters Score -276337.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -276458.312500 Penalty: 2510.445312
	Iteration 2F: 3 clusters Score -276458.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -276578.687500 Penalty: 2510.445312
	Iteration 3F: 3 clusters Score -276578.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -276689.343750 Penalty: 2510.445312
	Iteration 4Q: 3 clusters Score -276689.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -276780.875000 Penalty: 2510.445312
	Iteration 5Q: 3 clusters Score -276780.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -276833.375000 Penalty: 2510.445312
	Iteration 6Q: 3 clusters Score -276833.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -276870.656250 Penalty: 2510.445312
	Iteration 7Q: 3 clusters Score -276870.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -276900.937500 Penalty: 2510.445312
	Iteration 8Q: 3 clusters Score -276900.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -276923.500000 Penalty: 2510.445312
	Iteration 9Q: 3 clusters Score -276923.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -276947.875000 Penalty: 2510.445312
	Iteration 10Q: 3 clusters Score -276947.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -276973.187500 Penalty: 2510.445312
	Iteration 11Q: 3 clusters Score -276973.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -277006.250000 Penalty: 2510.445312
	Iteration 12Q: 3 clusters Score -277006.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -277040.531250 Penalty: 2510.445312
	Iteration 13Q: 3 clusters Score -277040.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -277075.406250 Penalty: 2510.445312
	Iteration 14Q: 3 clusters Score -277075.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -277101.937500 Penalty: 2510.445312
	Iteration 15Q: 3 clusters Score -277101.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -277119.875000 Penalty: 2510.445312
	Iteration 16Q: 3 clusters Score -277119.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -277138.187500 Penalty: 2510.445312
	Iteration 17Q: 3 clusters Score -277138.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -277153.343750 Penalty: 2510.445312
	Iteration 18Q: 3 clusters Score -277153.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -277174.687500 Penalty: 2510.445312
	Iteration 19Q: 3 clusters Score -277174.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -277197.156250 Penalty: 2510.445312
	Iteration 20F: 3 clusters Score -277197.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -277217.500000 Penalty: 2510.445312
	Iteration 21Q: 3 clusters Score -277217.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -277237.031250 Penalty: 2510.445312
	Iteration 22Q: 3 clusters Score -277237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -277247.500000 Penalty: 2510.445312
	Iteration 23Q: 3 clusters Score -277247.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -277253.000000 Penalty: 2510.445312
	Iteration 24Q: 3 clusters Score -277253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -277257.812500 Penalty: 2510.445312
	Iteration 25Q: 3 clusters Score -277257.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -277261.937500 Penalty: 2510.445312
	Iteration 26Q: 3 clusters Score -277261.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -277266.093750 Penalty: 2510.445312
	Iteration 27Q: 3 clusters Score -277266.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -277270.968750 Penalty: 2510.445312
	Iteration 28Q: 3 clusters Score -277271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -277276.593750 Penalty: 2510.445312
	Iteration 29Q: 3 clusters Score -277276.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -277282.750000 Penalty: 2510.445312
	Iteration 30Q: 3 clusters Score -277282.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -277288.906250 Penalty: 2510.445312
	Iteration 31Q: 3 clusters Score -277288.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -277290.875000 Penalty: 2510.445312
	Iteration 32Q: 3 clusters Score -277290.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -277295.375000 Penalty: 2510.445312
	Iteration 33Q: 3 clusters Score -277295.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -277304.062500 Penalty: 2510.445312
	Iteration 34Q: 3 clusters Score -277304.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -277309.093750 Penalty: 2510.445312
	Iteration 35Q: 3 clusters Score -277309.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -277310.687500 Penalty: 2510.445312
	Iteration 36Q: 3 clusters Score -277310.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -277312.093750 Penalty: 2510.445312
	Iteration 37Q: 3 clusters Score -277312.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -277313.125000 Penalty: 2510.445312
	Iteration 38Q: 3 clusters Score -277313.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -277313.125000 Penalty: 2510.445312
	Iteration 39F: 3 clusters Score -277313.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -54808.695312 Penalty: 1002.221436
	Iteration 0F: 2 clusters Score -54808.7 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 230 members 
Entering Unmasked Estep 
Score: -53796.187500 Penalty: 2004.442871
	Iteration 0F: 3 clusters Score -53796.19 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -53966.484375 Penalty: 2004.442871
	Iteration 1F: 3 clusters Score -53966.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -54030.605469 Penalty: 2004.442871
	Iteration 2F: 3 clusters Score -54030.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -54047.117188 Penalty: 2004.442871
	Iteration 3Q: 3 clusters Score -54047.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -54058.792969 Penalty: 2004.442871
	Iteration 4Q: 3 clusters Score -54058.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -54074.062500 Penalty: 2004.442871
	Iteration 5Q: 3 clusters Score -54074.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -54085.238281 Penalty: 2004.442871
	Iteration 6Q: 3 clusters Score -54085.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -54099.136719 Penalty: 2004.442871
	Iteration 7Q: 3 clusters Score -54099.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -54116.371094 Penalty: 2004.442871
	Iteration 8Q: 3 clusters Score -54116.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -54127.625000 Penalty: 2004.442871
	Iteration 9Q: 3 clusters Score -54127.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54132.890625 Penalty: 2004.442871
	Iteration 10Q: 3 clusters Score -54132.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54137.078125 Penalty: 2004.442871
	Iteration 11Q: 3 clusters Score -54137.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -54140.644531 Penalty: 2004.442871
	Iteration 12Q: 3 clusters Score -54140.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -54141.320312 Penalty: 2004.442871
	Iteration 13Q: 3 clusters Score -54141.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -54143.468750 Penalty: 2004.442871
	Iteration 14Q: 3 clusters Score -54143.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -54143.773438 Penalty: 2004.442871
	Iteration 15Q: 3 clusters Score -54143.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -54143.773438 Penalty: 2004.442871
	Iteration 16F: 3 clusters Score -54143.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Entering Unmasked Estep 
Score: -774291.562500 Penalty: 1429.109863
	Iteration 0F: 2 clusters Score -774291.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -769332.937500 Penalty: 2858.219727
	Iteration 0F: 3 clusters Score -769332.9 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -770974.125000 Penalty: 2858.219727
	Iteration 1F: 3 clusters Score -770974.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -771401.687500 Penalty: 2858.219727
	Iteration 2F: 3 clusters Score -771401.7 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -771779.437500 Penalty: 2858.219727
	Iteration 3F: 3 clusters Score -771779.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -772039.750000 Penalty: 2858.219727
	Iteration 4F: 3 clusters Score -772039.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -772213.312500 Penalty: 2858.219727
	Iteration 5Q: 3 clusters Score -772213.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -772347.687500 Penalty: 2858.219727
	Iteration 6Q: 3 clusters Score -772347.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -772450.062500 Penalty: 2858.219727
	Iteration 7Q: 3 clusters Score -772450.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -772551.125000 Penalty: 2858.219727
	Iteration 8Q: 3 clusters Score -772551.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -772646.562500 Penalty: 2858.219727
	Iteration 9Q: 3 clusters Score -772646.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -772731.437500 Penalty: 2858.219727
	Iteration 10Q: 3 clusters Score -772731.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -772828.187500 Penalty: 2858.219727
	Iteration 11Q: 3 clusters Score -772828.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -772919.625000 Penalty: 2858.219727
	Iteration 12Q: 3 clusters Score -772919.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -772995.062500 Penalty: 2858.219727
	Iteration 13Q: 3 clusters Score -772995.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -773066.312500 Penalty: 2858.219727
	Iteration 14Q: 3 clusters Score -773066.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -773147.375000 Penalty: 2858.219727
	Iteration 15Q: 3 clusters Score -773147.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -773213.937500 Penalty: 2858.219727
	Iteration 16Q: 3 clusters Score -773213.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -773289.375000 Penalty: 2858.219727
	Iteration 17Q: 3 clusters Score -773289.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -773328.500000 Penalty: 2858.219727
	Iteration 18Q: 3 clusters Score -773328.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -773366.375000 Penalty: 2858.219727
	Iteration 19Q: 3 clusters Score -773366.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -773389.500000 Penalty: 2858.219727
	Iteration 20F: 3 clusters Score -773389.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -773409.750000 Penalty: 2858.219727
	Iteration 21Q: 3 clusters Score -773409.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -773421.625000 Penalty: 2858.219727
	Iteration 22Q: 3 clusters Score -773421.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -773431.312500 Penalty: 2858.219727
	Iteration 23Q: 3 clusters Score -773431.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -773443.125000 Penalty: 2858.219727
	Iteration 24Q: 3 clusters Score -773443.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -773453.125000 Penalty: 2858.219727
	Iteration 25Q: 3 clusters Score -773453.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -773460.187500 Penalty: 2858.219727
	Iteration 26Q: 3 clusters Score -773460.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -773470.937500 Penalty: 2858.219727
	Iteration 27Q: 3 clusters Score -773470.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -773489.312500 Penalty: 2858.219727
	Iteration 28Q: 3 clusters Score -773489.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -773517.437500 Penalty: 2858.219727
	Iteration 29Q: 3 clusters Score -773517.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -773575.812500 Penalty: 2858.219727
	Iteration 30Q: 3 clusters Score -773575.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -773664.812500 Penalty: 2858.219727
	Iteration 31Q: 3 clusters Score -773664.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -773733.125000 Penalty: 2858.219727
	Iteration 32Q: 3 clusters Score -773733.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -773783.187500 Penalty: 2858.219727
	Iteration 33Q: 3 clusters Score -773783.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -773835.812500 Penalty: 2858.219727
	Iteration 34Q: 3 clusters Score -773835.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -773884.187500 Penalty: 2858.219727
	Iteration 35Q: 3 clusters Score -773884.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -773911.750000 Penalty: 2858.219727
	Iteration 36Q: 3 clusters Score -773911.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -773924.437500 Penalty: 2858.219727
	Iteration 37Q: 3 clusters Score -773924.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -773934.187500 Penalty: 2858.219727
	Iteration 38Q: 3 clusters Score -773934.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -773941.937500 Penalty: 2858.219727
	Iteration 39Q: 3 clusters Score -773941.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -773952.125000 Penalty: 2858.219727
	Iteration 40F: 3 clusters Score -773952.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -773973.187500 Penalty: 2858.219727
	Iteration 41Q: 3 clusters Score -773973.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -773990.312500 Penalty: 2858.219727
	Iteration 42Q: 3 clusters Score -773990.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -773998.187500 Penalty: 2858.219727
	Iteration 43Q: 3 clusters Score -773998.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -773999.750000 Penalty: 2858.219727
	Iteration 44Q: 3 clusters Score -773999.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -774001.312500 Penalty: 2858.219727
	Iteration 45Q: 3 clusters Score -774001.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -774002.125000 Penalty: 2858.219727
	Iteration 46Q: 3 clusters Score -774002.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -774001.312500 Penalty: 2858.219727
	Iteration 47Q: 3 clusters Score -774001.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -774002.250000 Penalty: 2858.219727
	Iteration 48Q: 3 clusters Score -774002.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -774002.062500 Penalty: 2858.219727
	Iteration 49Q: 3 clusters Score -774002.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -774002.062500 Penalty: 2858.219727
	Iteration 50F: 3 clusters Score -774002.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21183 members 
Mstep: Class 4 contains 29272 members 
Mstep: Class 5 contains 9943 members 
Mstep: Class 6 contains 6754 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5012 members 
Mstep: Class 9 contains 4647 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 11 contains 13796 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36316 members 
Mstep: Class 14 contains 56423 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107338 members 
Mstep: Class 18 contains 3513 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 54993 members 
Mstep: Class 21 contains 6710 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 64179 members 
Mstep: Class 24 contains 97501 members 
Mstep: Class 25 contains 68582 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102517 members 
Mstep: Class 29 contains 4712 members 
Mstep: Class 30 contains 75570 members 
Mstep: Class 31 contains 93822 members 
Mstep: Class 32 contains 3141 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9588 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2263 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 6598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776296.000000 Penalty: 89247.812500
Iteration 439Q: 41 clusters Score -1.117763e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21188 members 
Mstep: Class 4 contains 29310 members 
Mstep: Class 5 contains 9945 members 
Mstep: Class 6 contains 6753 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5012 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 11 contains 13796 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36309 members 
Mstep: Class 14 contains 56420 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107346 members 
Mstep: Class 18 contains 3513 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 54993 members 
Mstep: Class 21 contains 6710 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 64132 members 
Mstep: Class 24 contains 97511 members 
Mstep: Class 25 contains 68572 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102520 members 
Mstep: Class 29 contains 4712 members 
Mstep: Class 30 contains 75575 members 
Mstep: Class 31 contains 93821 members 
Mstep: Class 32 contains 3139 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9590 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2262 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 6597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776160.000000 Penalty: 89247.812500
Iteration 440F: 41 clusters Score -1.117762e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21186 members 
Mstep: Class 4 contains 29357 members 
Mstep: Class 5 contains 9947 members 
Mstep: Class 6 contains 6754 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 4647 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 11 contains 13795 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36302 members 
Mstep: Class 14 contains 56422 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107327 members 
Mstep: Class 18 contains 3513 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 54986 members 
Mstep: Class 21 contains 6710 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 64091 members 
Mstep: Class 24 contains 97527 members 
Mstep: Class 25 contains 68558 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102528 members 
Mstep: Class 29 contains 4712 members 
Mstep: Class 30 contains 75572 members 
Mstep: Class 31 contains 93837 members 
Mstep: Class 32 contains 3139 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9590 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2262 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 6596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776232.000000 Penalty: 89247.812500
Iteration 441Q: 41 clusters Score -1.117762e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21182 members 
Mstep: Class 4 contains 29391 members 
Mstep: Class 5 contains 9946 members 
Mstep: Class 6 contains 6753 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 11 contains 13796 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36299 members 
Mstep: Class 14 contains 56425 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107323 members 
Mstep: Class 18 contains 3513 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 54993 members 
Mstep: Class 21 contains 6709 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 64045 members 
Mstep: Class 24 contains 97531 members 
Mstep: Class 25 contains 68553 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102526 members 
Mstep: Class 29 contains 4711 members 
Mstep: Class 30 contains 75576 members 
Mstep: Class 31 contains 93852 members 
Mstep: Class 32 contains 3139 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9591 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2262 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 6596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776240.000000 Penalty: 89247.812500
Iteration 442Q: 41 clusters Score -1.117762e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21180 members 
Mstep: Class 4 contains 29417 members 
Mstep: Class 5 contains 9943 members 
Mstep: Class 6 contains 6754 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 11 contains 13797 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36293 members 
Mstep: Class 14 contains 56422 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 2478 members 
Mstep: Class 17 contains 107324 members 
Mstep: Class 18 contains 3515 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 55011 members 
Mstep: Class 21 contains 6709 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 64001 members 
Mstep: Class 24 contains 97536 members 
Mstep: Class 25 contains 68549 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102526 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 75581 members 
Mstep: Class 31 contains 93857 members 
Mstep: Class 32 contains 3139 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9591 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2262 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 6596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776304.000000 Penalty: 89247.812500
Iteration 443Q: 41 clusters Score -1.117763e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21183 members 
Mstep: Class 4 contains 29449 members 
Mstep: Class 5 contains 9944 members 
Mstep: Class 6 contains 6753 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5012 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 11 contains 13798 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36287 members 
Mstep: Class 14 contains 56417 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 2478 members 
Mstep: Class 17 contains 107308 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 55027 members 
Mstep: Class 21 contains 6709 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63964 members 
Mstep: Class 24 contains 97551 members 
Mstep: Class 25 contains 68557 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102534 members 
Mstep: Class 29 contains 4708 members 
Mstep: Class 30 contains 75574 members 
Mstep: Class 31 contains 93849 members 
Mstep: Class 32 contains 3138 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9592 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2262 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 6596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776304.000000 Penalty: 89247.812500
Iteration 444Q: 41 clusters Score -1.117763e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21186 members 
Mstep: Class 4 contains 29458 members 
Mstep: Class 5 contains 9946 members 
Mstep: Class 6 contains 6750 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5012 members 
Mstep: Class 9 contains 4647 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 11 contains 13797 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36279 members 
Mstep: Class 14 contains 56415 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 2478 members 
Mstep: Class 17 contains 107313 members 
Mstep: Class 18 contains 3515 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 55029 members 
Mstep: Class 21 contains 6709 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63934 members 
Mstep: Class 24 contains 97566 members 
Mstep: Class 25 contains 68554 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102537 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 75574 members 
Mstep: Class 31 contains 93857 members 
Mstep: Class 32 contains 3137 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9594 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2262 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 6594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776352.000000 Penalty: 89247.812500
Iteration 445Q: 41 clusters Score -1.117764e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21186 members 
Mstep: Class 4 contains 29466 members 
Mstep: Class 5 contains 9944 members 
Mstep: Class 6 contains 6749 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 4647 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 11 contains 13800 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36274 members 
Mstep: Class 14 contains 56421 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 2478 members 
Mstep: Class 17 contains 107311 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 55033 members 
Mstep: Class 21 contains 6709 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63910 members 
Mstep: Class 24 contains 97573 members 
Mstep: Class 25 contains 68549 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102534 members 
Mstep: Class 29 contains 4705 members 
Mstep: Class 30 contains 75569 members 
Mstep: Class 31 contains 93880 members 
Mstep: Class 32 contains 3135 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9594 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2262 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 6594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776352.000000 Penalty: 89247.812500
Iteration 446Q: 41 clusters Score -1.117764e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21193 members 
Mstep: Class 4 contains 29487 members 
Mstep: Class 5 contains 9941 members 
Mstep: Class 6 contains 6749 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 4647 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 11 contains 13804 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36274 members 
Mstep: Class 14 contains 56427 members 
Mstep: Class 15 contains 9362 members 
Mstep: Class 16 contains 2478 members 
Mstep: Class 17 contains 107285 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 55027 members 
Mstep: Class 21 contains 6710 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63893 members 
Mstep: Class 24 contains 97580 members 
Mstep: Class 25 contains 68543 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102533 members 
Mstep: Class 29 contains 4703 members 
Mstep: Class 30 contains 75562 members 
Mstep: Class 31 contains 93899 members 
Mstep: Class 32 contains 3136 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9594 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2262 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 6593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776560.000000 Penalty: 89247.812500
Iteration 447Q: 41 clusters Score -1.117766e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21189 members 
Mstep: Class 4 contains 29514 members 
Mstep: Class 5 contains 9940 members 
Mstep: Class 6 contains 6750 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 4648 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 11 contains 13809 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36264 members 
Mstep: Class 14 contains 56432 members 
Mstep: Class 15 contains 9362 members 
Mstep: Class 16 contains 2478 members 
Mstep: Class 17 contains 107254 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 55031 members 
Mstep: Class 21 contains 6711 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63886 members 
Mstep: Class 24 contains 97584 members 
Mstep: Class 25 contains 68537 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102537 members 
Mstep: Class 29 contains 4704 members 
Mstep: Class 30 contains 75554 members 
Mstep: Class 31 contains 93913 members 
Mstep: Class 32 contains 3136 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9595 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2262 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 6591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776568.000000 Penalty: 89247.812500
Iteration 448Q: 41 clusters Score -1.117766e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21186 members 
Mstep: Class 4 contains 29535 members 
Mstep: Class 5 contains 9936 members 
Mstep: Class 6 contains 6746 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 4647 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 11 contains 13810 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36259 members 
Mstep: Class 14 contains 56421 members 
Mstep: Class 15 contains 9362 members 
Mstep: Class 16 contains 2478 members 
Mstep: Class 17 contains 107231 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 55037 members 
Mstep: Class 21 contains 6713 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63870 members 
Mstep: Class 24 contains 97589 members 
Mstep: Class 25 contains 68534 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102544 members 
Mstep: Class 29 contains 4702 members 
Mstep: Class 30 contains 75562 members 
Mstep: Class 31 contains 93930 members 
Mstep: Class 32 contains 3136 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9599 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2262 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 6591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776576.000000 Penalty: 89247.812500
Iteration 449Q: 41 clusters Score -1.117766e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21187 members 
Mstep: Class 4 contains 29559 members 
Mstep: Class 5 contains 9939 members 
Mstep: Class 6 contains 6747 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 4647 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 11 contains 13812 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36255 members 
Mstep: Class 14 contains 56411 members 
Mstep: Class 15 contains 9362 members 
Mstep: Class 16 contains 2478 members 
Mstep: Class 17 contains 107215 members 
Mstep: Class 18 contains 3520 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 55040 members 
Mstep: Class 21 contains 6713 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63851 members 
Mstep: Class 24 contains 97597 members 
Mstep: Class 25 contains 68519 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102550 members 
Mstep: Class 29 contains 4699 members 
Mstep: Class 30 contains 75556 members 
Mstep: Class 31 contains 93951 members 
Mstep: Class 32 contains 3137 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9600 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2263 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 6590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776496.000000 Penalty: 89247.812500
Iteration 450Q: 41 clusters Score -1.117765e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21184 members 
Mstep: Class 4 contains 29596 members 
Mstep: Class 5 contains 9942 members 
Mstep: Class 6 contains 6745 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 4647 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 11 contains 13813 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36251 members 
Mstep: Class 14 contains 56407 members 
Mstep: Class 15 contains 9362 members 
Mstep: Class 16 contains 2478 members 
Mstep: Class 17 contains 107192 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 55032 members 
Mstep: Class 21 contains 6713 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63830 members 
Mstep: Class 24 contains 97594 members 
Mstep: Class 25 contains 68512 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102553 members 
Mstep: Class 29 contains 4697 members 
Mstep: Class 30 contains 75560 members 
Mstep: Class 31 contains 93982 members 
Mstep: Class 32 contains 3138 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9600 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2265 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 6588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776488.000000 Penalty: 89247.812500
Iteration 451Q: 41 clusters Score -1.117765e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21186 members 
Mstep: Class 4 contains 29630 members 
Mstep: Class 5 contains 9943 members 
Mstep: Class 6 contains 6742 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5012 members 
Mstep: Class 9 contains 4647 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 11 contains 13813 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36245 members 
Mstep: Class 14 contains 56410 members 
Mstep: Class 15 contains 9362 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107177 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 55034 members 
Mstep: Class 21 contains 6713 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63812 members 
Mstep: Class 24 contains 97585 members 
Mstep: Class 25 contains 68511 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102545 members 
Mstep: Class 29 contains 4695 members 
Mstep: Class 30 contains 75563 members 
Mstep: Class 31 contains 94000 members 
Mstep: Class 32 contains 3138 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9601 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776656.000000 Penalty: 89247.812500
Iteration 452Q: 41 clusters Score -1.117767e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21186 members 
Mstep: Class 4 contains 29669 members 
Mstep: Class 5 contains 9943 members 
Mstep: Class 6 contains 6742 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5012 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 11 contains 13813 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36234 members 
Mstep: Class 14 contains 56406 members 
Mstep: Class 15 contains 9362 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107173 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 55034 members 
Mstep: Class 21 contains 6713 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63798 members 
Mstep: Class 24 contains 97574 members 
Mstep: Class 25 contains 68494 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102540 members 
Mstep: Class 29 contains 4694 members 
Mstep: Class 30 contains 75558 members 
Mstep: Class 31 contains 94033 members 
Mstep: Class 32 contains 3138 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9600 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2267 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776816.000000 Penalty: 89247.812500
Iteration 453Q: 41 clusters Score -1.117768e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21184 members 
Mstep: Class 4 contains 29700 members 
Mstep: Class 5 contains 9942 members 
Mstep: Class 6 contains 6743 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 11 contains 13814 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36227 members 
Mstep: Class 14 contains 56399 members 
Mstep: Class 15 contains 9362 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107170 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 55024 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63782 members 
Mstep: Class 24 contains 97568 members 
Mstep: Class 25 contains 68482 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102533 members 
Mstep: Class 29 contains 4693 members 
Mstep: Class 30 contains 75561 members 
Mstep: Class 31 contains 94062 members 
Mstep: Class 32 contains 3138 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9601 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2269 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776824.000000 Penalty: 89247.812500
Iteration 454Q: 41 clusters Score -1.117768e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21183 members 
Mstep: Class 4 contains 29729 members 
Mstep: Class 5 contains 9942 members 
Mstep: Class 6 contains 6743 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 11 contains 13815 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36216 members 
Mstep: Class 14 contains 56395 members 
Mstep: Class 15 contains 9362 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107143 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 55034 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63764 members 
Mstep: Class 24 contains 97572 members 
Mstep: Class 25 contains 68471 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102545 members 
Mstep: Class 29 contains 4692 members 
Mstep: Class 30 contains 75555 members 
Mstep: Class 31 contains 94082 members 
Mstep: Class 32 contains 3138 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9604 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2268 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776808.000000 Penalty: 89247.812500
Iteration 455Q: 41 clusters Score -1.117768e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21182 members 
Mstep: Class 4 contains 29757 members 
Mstep: Class 5 contains 9941 members 
Mstep: Class 6 contains 6743 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 1424 members 
Mstep: Class 11 contains 13813 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36205 members 
Mstep: Class 14 contains 56398 members 
Mstep: Class 15 contains 9362 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107133 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 55047 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63741 members 
Mstep: Class 24 contains 97581 members 
Mstep: Class 25 contains 68472 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102528 members 
Mstep: Class 29 contains 4693 members 
Mstep: Class 30 contains 75556 members 
Mstep: Class 31 contains 94092 members 
Mstep: Class 32 contains 3137 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9605 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2268 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776864.000000 Penalty: 89247.812500
Iteration 456Q: 41 clusters Score -1.117769e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21182 members 
Mstep: Class 4 contains 29792 members 
Mstep: Class 5 contains 9939 members 
Mstep: Class 6 contains 6743 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 4649 members 
Mstep: Class 10 contains 1424 members 
Mstep: Class 11 contains 13813 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36194 members 
Mstep: Class 14 contains 56403 members 
Mstep: Class 15 contains 9362 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107117 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 55057 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63729 members 
Mstep: Class 24 contains 97569 members 
Mstep: Class 25 contains 68468 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102533 members 
Mstep: Class 29 contains 4692 members 
Mstep: Class 30 contains 75554 members 
Mstep: Class 31 contains 94094 members 
Mstep: Class 32 contains 3136 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9605 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2268 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776856.000000 Penalty: 89247.812500
Iteration 457Q: 41 clusters Score -1.117769e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21183 members 
Mstep: Class 4 contains 29819 members 
Mstep: Class 5 contains 9939 members 
Mstep: Class 6 contains 6743 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 4651 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 11 contains 13813 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36183 members 
Mstep: Class 14 contains 56406 members 
Mstep: Class 15 contains 9362 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107110 members 
Mstep: Class 18 contains 3519 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 55057 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63714 members 
Mstep: Class 24 contains 97563 members 
Mstep: Class 25 contains 68461 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102530 members 
Mstep: Class 29 contains 4690 members 
Mstep: Class 30 contains 75554 members 
Mstep: Class 31 contains 94114 members 
Mstep: Class 32 contains 3135 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9605 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2268 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776840.000000 Penalty: 89247.812500
Iteration 458Q: 41 clusters Score -1.117768e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21178 members 
Mstep: Class 4 contains 29838 members 
Mstep: Class 5 contains 9938 members 
Mstep: Class 6 contains 6743 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 4650 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 11 contains 13813 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36171 members 
Mstep: Class 14 contains 56404 members 
Mstep: Class 15 contains 9362 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107125 members 
Mstep: Class 18 contains 3520 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 55058 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63701 members 
Mstep: Class 24 contains 97544 members 
Mstep: Class 25 contains 68457 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102532 members 
Mstep: Class 29 contains 4689 members 
Mstep: Class 30 contains 75561 members 
Mstep: Class 31 contains 94128 members 
Mstep: Class 32 contains 3133 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9606 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2268 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776704.000000 Penalty: 89247.812500
Iteration 459Q: 41 clusters Score -1.117767e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21170 members 
Mstep: Class 4 contains 29871 members 
Mstep: Class 5 contains 9937 members 
Mstep: Class 6 contains 6742 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 4650 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 11 contains 13811 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36163 members 
Mstep: Class 14 contains 56405 members 
Mstep: Class 15 contains 9362 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107125 members 
Mstep: Class 18 contains 3520 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 55051 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63682 members 
Mstep: Class 24 contains 97543 members 
Mstep: Class 25 contains 68454 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102526 members 
Mstep: Class 29 contains 4689 members 
Mstep: Class 30 contains 75565 members 
Mstep: Class 31 contains 94146 members 
Mstep: Class 32 contains 3134 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9606 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2268 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776736.000000 Penalty: 89247.812500
Iteration 460F: 41 clusters Score -1.117767e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21168 members 
Mstep: Class 4 contains 29892 members 
Mstep: Class 5 contains 9938 members 
Mstep: Class 6 contains 6741 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 4650 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 13812 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36163 members 
Mstep: Class 14 contains 56404 members 
Mstep: Class 15 contains 9362 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107123 members 
Mstep: Class 18 contains 3520 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 55041 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63671 members 
Mstep: Class 24 contains 97531 members 
Mstep: Class 25 contains 68448 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102531 members 
Mstep: Class 29 contains 4689 members 
Mstep: Class 30 contains 75566 members 
Mstep: Class 31 contains 94161 members 
Mstep: Class 32 contains 3134 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9607 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2268 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776648.000000 Penalty: 89247.812500
Iteration 461Q: 41 clusters Score -1.117766e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21168 members 
Mstep: Class 4 contains 29912 members 
Mstep: Class 5 contains 9935 members 
Mstep: Class 6 contains 6739 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 4651 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 11 contains 13810 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36161 members 
Mstep: Class 14 contains 56401 members 
Mstep: Class 15 contains 9362 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107107 members 
Mstep: Class 18 contains 3519 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 55043 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63659 members 
Mstep: Class 24 contains 97528 members 
Mstep: Class 25 contains 68448 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102534 members 
Mstep: Class 29 contains 4689 members 
Mstep: Class 30 contains 75568 members 
Mstep: Class 31 contains 94177 members 
Mstep: Class 32 contains 3134 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9608 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2268 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776632.000000 Penalty: 89247.812500
Iteration 462Q: 41 clusters Score -1.117766e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21170 members 
Mstep: Class 4 contains 29938 members 
Mstep: Class 5 contains 9932 members 
Mstep: Class 6 contains 6737 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 4651 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 11 contains 13809 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36167 members 
Mstep: Class 14 contains 56396 members 
Mstep: Class 15 contains 9362 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107104 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 55035 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63656 members 
Mstep: Class 24 contains 97509 members 
Mstep: Class 25 contains 68449 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102536 members 
Mstep: Class 29 contains 4689 members 
Mstep: Class 30 contains 75571 members 
Mstep: Class 31 contains 94182 members 
Mstep: Class 32 contains 3134 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9608 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2268 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776600.000000 Penalty: 89247.812500
Iteration 463Q: 41 clusters Score -1.117766e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21172 members 
Mstep: Class 4 contains 29964 members 
Mstep: Class 5 contains 9930 members 
Mstep: Class 6 contains 6736 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 4651 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 11 contains 13808 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36164 members 
Mstep: Class 14 contains 56396 members 
Mstep: Class 15 contains 9362 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107101 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 55034 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63649 members 
Mstep: Class 24 contains 97498 members 
Mstep: Class 25 contains 68435 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102539 members 
Mstep: Class 29 contains 4689 members 
Mstep: Class 30 contains 75570 members 
Mstep: Class 31 contains 94195 members 
Mstep: Class 32 contains 3134 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9607 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2268 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776528.000000 Penalty: 89247.812500
Iteration 464Q: 41 clusters Score -1.117765e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21171 members 
Mstep: Class 4 contains 29987 members 
Mstep: Class 5 contains 9931 members 
Mstep: Class 6 contains 6735 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 4651 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 11 contains 13808 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36158 members 
Mstep: Class 14 contains 56388 members 
Mstep: Class 15 contains 9362 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107105 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 55034 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63639 members 
Mstep: Class 24 contains 97498 members 
Mstep: Class 25 contains 68432 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102531 members 
Mstep: Class 29 contains 4689 members 
Mstep: Class 30 contains 75569 members 
Mstep: Class 31 contains 94204 members 
Mstep: Class 32 contains 3134 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9607 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2269 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776520.000000 Penalty: 89247.812500
Iteration 465Q: 41 clusters Score -1.117765e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21170 members 
Mstep: Class 4 contains 30017 members 
Mstep: Class 5 contains 9929 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 4651 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 11 contains 13809 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36151 members 
Mstep: Class 14 contains 56386 members 
Mstep: Class 15 contains 9362 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107103 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 55036 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63630 members 
Mstep: Class 24 contains 97488 members 
Mstep: Class 25 contains 68429 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102530 members 
Mstep: Class 29 contains 4689 members 
Mstep: Class 30 contains 75560 members 
Mstep: Class 31 contains 94220 members 
Mstep: Class 32 contains 3134 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9607 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2269 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776448.000000 Penalty: 89247.812500
Iteration 466Q: 41 clusters Score -1.117764e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21169 members 
Mstep: Class 4 contains 30046 members 
Mstep: Class 5 contains 9927 members 
Mstep: Class 6 contains 6729 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 4650 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 11 contains 13810 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36144 members 
Mstep: Class 14 contains 56383 members 
Mstep: Class 15 contains 9362 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107101 members 
Mstep: Class 18 contains 3519 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 55038 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63614 members 
Mstep: Class 24 contains 97485 members 
Mstep: Class 25 contains 68420 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102543 members 
Mstep: Class 29 contains 4688 members 
Mstep: Class 30 contains 75549 members 
Mstep: Class 31 contains 94231 members 
Mstep: Class 32 contains 3135 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9608 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2269 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776416.000000 Penalty: 89247.812500
Iteration 467Q: 41 clusters Score -1.117764e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21171 members 
Mstep: Class 4 contains 30076 members 
Mstep: Class 5 contains 9925 members 
Mstep: Class 6 contains 6729 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 4649 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 11 contains 13809 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36138 members 
Mstep: Class 14 contains 56380 members 
Mstep: Class 15 contains 9362 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107097 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9738 members 
Mstep: Class 20 contains 55030 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63594 members 
Mstep: Class 24 contains 97502 members 
Mstep: Class 25 contains 68413 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102544 members 
Mstep: Class 29 contains 4688 members 
Mstep: Class 30 contains 75543 members 
Mstep: Class 31 contains 94240 members 
Mstep: Class 32 contains 3135 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9609 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2269 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776392.000000 Penalty: 89247.812500
Iteration 468Q: 41 clusters Score -1.117764e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21170 members 
Mstep: Class 4 contains 30097 members 
Mstep: Class 5 contains 9925 members 
Mstep: Class 6 contains 6729 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 4649 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 11 contains 13809 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36133 members 
Mstep: Class 14 contains 56377 members 
Mstep: Class 15 contains 9362 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107081 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 55032 members 
Mstep: Class 21 contains 6716 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63575 members 
Mstep: Class 24 contains 97511 members 
Mstep: Class 25 contains 68413 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102547 members 
Mstep: Class 29 contains 4688 members 
Mstep: Class 30 contains 75543 members 
Mstep: Class 31 contains 94249 members 
Mstep: Class 32 contains 3135 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9611 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2269 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776352.000000 Penalty: 89247.812500
Iteration 469Q: 41 clusters Score -1.117764e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21172 members 
Mstep: Class 4 contains 30112 members 
Mstep: Class 5 contains 9924 members 
Mstep: Class 6 contains 6730 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 4649 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 13810 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36126 members 
Mstep: Class 14 contains 56379 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107075 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 55026 members 
Mstep: Class 21 contains 6716 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63554 members 
Mstep: Class 24 contains 97521 members 
Mstep: Class 25 contains 68408 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102552 members 
Mstep: Class 29 contains 4690 members 
Mstep: Class 30 contains 75541 members 
Mstep: Class 31 contains 94258 members 
Mstep: Class 32 contains 3135 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9612 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2269 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776336.000000 Penalty: 89247.812500
Iteration 470Q: 41 clusters Score -1.117763e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21170 members 
Mstep: Class 4 contains 30127 members 
Mstep: Class 5 contains 9922 members 
Mstep: Class 6 contains 6730 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 4649 members 
Mstep: Class 10 contains 1419 members 
Mstep: Class 11 contains 13811 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36122 members 
Mstep: Class 14 contains 56382 members 
Mstep: Class 15 contains 9362 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107063 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 55027 members 
Mstep: Class 21 contains 6716 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63538 members 
Mstep: Class 24 contains 97533 members 
Mstep: Class 25 contains 68406 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102561 members 
Mstep: Class 29 contains 4690 members 
Mstep: Class 30 contains 75532 members 
Mstep: Class 31 contains 94263 members 
Mstep: Class 32 contains 3135 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9613 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2269 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776208.000000 Penalty: 89247.812500
Iteration 471Q: 41 clusters Score -1.117762e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21168 members 
Mstep: Class 4 contains 30141 members 
Mstep: Class 5 contains 9920 members 
Mstep: Class 6 contains 6730 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 4649 members 
Mstep: Class 10 contains 1418 members 
Mstep: Class 11 contains 13812 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36117 members 
Mstep: Class 14 contains 56382 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107067 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 55027 members 
Mstep: Class 21 contains 6716 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63519 members 
Mstep: Class 24 contains 97544 members 
Mstep: Class 25 contains 68394 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102560 members 
Mstep: Class 29 contains 4690 members 
Mstep: Class 30 contains 75533 members 
Mstep: Class 31 contains 94272 members 
Mstep: Class 32 contains 3135 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9615 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776272.000000 Penalty: 89247.812500
Iteration 472Q: 41 clusters Score -1.117763e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21169 members 
Mstep: Class 4 contains 30158 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 6730 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 4649 members 
Mstep: Class 10 contains 1418 members 
Mstep: Class 11 contains 13812 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36115 members 
Mstep: Class 14 contains 56381 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107065 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 55023 members 
Mstep: Class 21 contains 6716 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63496 members 
Mstep: Class 24 contains 97554 members 
Mstep: Class 25 contains 68390 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102555 members 
Mstep: Class 29 contains 4690 members 
Mstep: Class 30 contains 75539 members 
Mstep: Class 31 contains 94278 members 
Mstep: Class 32 contains 3135 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9617 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776320.000000 Penalty: 89247.812500
Iteration 473Q: 41 clusters Score -1.117763e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21170 members 
Mstep: Class 4 contains 30173 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 6729 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 4649 members 
Mstep: Class 10 contains 1418 members 
Mstep: Class 11 contains 13812 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36113 members 
Mstep: Class 14 contains 56375 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107064 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 55021 members 
Mstep: Class 21 contains 6716 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63477 members 
Mstep: Class 24 contains 97566 members 
Mstep: Class 25 contains 68387 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102552 members 
Mstep: Class 29 contains 4690 members 
Mstep: Class 30 contains 75542 members 
Mstep: Class 31 contains 94285 members 
Mstep: Class 32 contains 3135 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9617 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776288.000000 Penalty: 89247.812500
Iteration 474Q: 41 clusters Score -1.117763e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21170 members 
Mstep: Class 4 contains 30199 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 6729 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 4649 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13811 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36110 members 
Mstep: Class 14 contains 56368 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107059 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 55022 members 
Mstep: Class 21 contains 6716 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63462 members 
Mstep: Class 24 contains 97578 members 
Mstep: Class 25 contains 68385 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102552 members 
Mstep: Class 29 contains 4690 members 
Mstep: Class 30 contains 75542 members 
Mstep: Class 31 contains 94280 members 
Mstep: Class 32 contains 3135 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9617 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776200.000000 Penalty: 89247.812500
Iteration 475Q: 41 clusters Score -1.117762e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21171 members 
Mstep: Class 4 contains 30224 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 6729 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 4649 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13811 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36106 members 
Mstep: Class 14 contains 56365 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107056 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 55023 members 
Mstep: Class 21 contains 6716 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63448 members 
Mstep: Class 24 contains 97582 members 
Mstep: Class 25 contains 68383 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102548 members 
Mstep: Class 29 contains 4690 members 
Mstep: Class 30 contains 75538 members 
Mstep: Class 31 contains 94283 members 
Mstep: Class 32 contains 3135 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9617 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776160.000000 Penalty: 89247.812500
Iteration 476Q: 41 clusters Score -1.117762e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21171 members 
Mstep: Class 4 contains 30248 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 6729 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 4648 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13812 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36104 members 
Mstep: Class 14 contains 56361 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107046 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 55022 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63442 members 
Mstep: Class 24 contains 97589 members 
Mstep: Class 25 contains 68378 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102546 members 
Mstep: Class 29 contains 4690 members 
Mstep: Class 30 contains 75537 members 
Mstep: Class 31 contains 94284 members 
Mstep: Class 32 contains 3135 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9617 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776240.000000 Penalty: 89247.812500
Iteration 477Q: 41 clusters Score -1.117762e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21168 members 
Mstep: Class 4 contains 30275 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 6730 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 4648 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13813 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36104 members 
Mstep: Class 14 contains 56352 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107048 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 55021 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63436 members 
Mstep: Class 24 contains 97584 members 
Mstep: Class 25 contains 68375 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102538 members 
Mstep: Class 29 contains 4690 members 
Mstep: Class 30 contains 75537 members 
Mstep: Class 31 contains 94287 members 
Mstep: Class 32 contains 3135 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9618 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776112.000000 Penalty: 89247.812500
Iteration 478Q: 41 clusters Score -1.117761e+08 nChanged 93
Entering ConstructFrom: 
Score: -111776112.000000 Penalty: 89247.812500
Entering ConstructFrom: 
Trying to split cluster 1 (3065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Entering Unmasked Estep 
Score: -351145.937500 Penalty: 1304.517944
	Iteration 0F: 2 clusters Score -351145.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -348360.718750 Penalty: 2609.035889
	Iteration 0F: 3 clusters Score -348360.7 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -349243.593750 Penalty: 2609.035889
	Iteration 1F: 3 clusters Score -349243.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -349651.406250 Penalty: 2609.035889
	Iteration 2F: 3 clusters Score -349651.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -349987.531250 Penalty: 2609.035889
	Iteration 3F: 3 clusters Score -349987.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -350281.812500 Penalty: 2609.035889
	Iteration 4F: 3 clusters Score -350281.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -350503.687500 Penalty: 2609.035889
	Iteration 5F: 3 clusters Score -350503.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -350709.000000 Penalty: 2609.035889
	Iteration 6F: 3 clusters Score -350709 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -350895.500000 Penalty: 2609.035889
	Iteration 7Q: 3 clusters Score -350895.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -351023.312500 Penalty: 2609.035889
	Iteration 8Q: 3 clusters Score -351023.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -351114.156250 Penalty: 2609.035889
	Iteration 9Q: 3 clusters Score -351114.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -351231.406250 Penalty: 2609.035889
	Iteration 10Q: 3 clusters Score -351231.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -351316.312500 Penalty: 2609.035889
	Iteration 11Q: 3 clusters Score -351316.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -351369.593750 Penalty: 2609.035889
	Iteration 12Q: 3 clusters Score -351369.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -351393.843750 Penalty: 2609.035889
	Iteration 13Q: 3 clusters Score -351393.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -351408.062500 Penalty: 2609.035889
	Iteration 14Q: 3 clusters Score -351408.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -351420.156250 Penalty: 2609.035889
	Iteration 15Q: 3 clusters Score -351420.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -351435.218750 Penalty: 2609.035889
	Iteration 16Q: 3 clusters Score -351435.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -351447.812500 Penalty: 2609.035889
	Iteration 17Q: 3 clusters Score -351447.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -351450.000000 Penalty: 2609.035889
	Iteration 18Q: 3 clusters Score -351450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -351450.000000 Penalty: 2609.035889
	Iteration 19F: 3 clusters Score -351450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21167 members 
Mstep: Class 4 contains 30296 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 6730 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5015 members 
Mstep: Class 9 contains 4648 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13814 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36105 members 
Mstep: Class 14 contains 56346 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107046 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 55021 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63430 members 
Mstep: Class 24 contains 97578 members 
Mstep: Class 25 contains 68372 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102540 members 
Mstep: Class 29 contains 4690 members 
Mstep: Class 30 contains 75536 members 
Mstep: Class 31 contains 94286 members 
Mstep: Class 32 contains 3135 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9618 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Mstep: Class 41 contains 321 members 
Entering Unmasked Estep 
Score: -111775368.000000 Penalty: 91479.007812
Splitting cluster 1 changes total score from -111776112.000000 to -111775368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -63770.308594 Penalty: 1065.937500
	Iteration 0F: 2 clusters Score -63770.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -62660.167969 Penalty: 2131.875000
	Iteration 0F: 3 clusters Score -62660.17 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -63210.476562 Penalty: 2131.875000
	Iteration 1F: 3 clusters Score -63210.48 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -63565.535156 Penalty: 2131.875000
	Iteration 2F: 3 clusters Score -63565.54 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -63893.457031 Penalty: 2131.875000
	Iteration 3F: 3 clusters Score -63893.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -64056.156250 Penalty: 2131.875000
	Iteration 4Q: 3 clusters Score -64056.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -64128.511719 Penalty: 2131.875000
	Iteration 5Q: 3 clusters Score -64128.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -64177.234375 Penalty: 2131.875000
	Iteration 6Q: 3 clusters Score -64177.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -64214.324219 Penalty: 2131.875000
	Iteration 7Q: 3 clusters Score -64214.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -64231.570312 Penalty: 2131.875000
	Iteration 8Q: 3 clusters Score -64231.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -64236.996094 Penalty: 2131.875000
	Iteration 9Q: 3 clusters Score -64237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -64241.839844 Penalty: 2131.875000
	Iteration 10Q: 3 clusters Score -64241.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -64243.617188 Penalty: 2131.875000
	Iteration 11Q: 3 clusters Score -64243.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -64246.230469 Penalty: 2131.875000
	Iteration 12Q: 3 clusters Score -64246.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -64247.621094 Penalty: 2131.875000
	Iteration 13Q: 3 clusters Score -64247.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -64247.621094 Penalty: 2131.875000
	Iteration 14F: 3 clusters Score -64247.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 21167 members 
Mstep: Class 4 contains 30296 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 6730 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5015 members 
Mstep: Class 9 contains 4648 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13814 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36105 members 
Mstep: Class 14 contains 56346 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107046 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 55021 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63430 members 
Mstep: Class 24 contains 97578 members 
Mstep: Class 25 contains 68372 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102540 members 
Mstep: Class 29 contains 4690 members 
Mstep: Class 30 contains 75536 members 
Mstep: Class 31 contains 94286 members 
Mstep: Class 32 contains 3135 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9618 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Mstep: Class 41 contains 231 members 
Entering Unmasked Estep 
Score: -111775280.000000 Penalty: 91479.007812
Splitting cluster 2 changes total score from -111776112.000000 to -111775280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (21167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Entering Unmasked Estep 
Score: -2692607.000000 Penalty: 1618.532227
	Iteration 0F: 2 clusters Score -2692607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2678316.250000 Penalty: 3237.064453
	Iteration 0F: 3 clusters Score -2678316 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2683427.250000 Penalty: 3237.064453
	Iteration 1F: 3 clusters Score -2683427 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2683875.750000 Penalty: 3237.064453
	Iteration 2F: 3 clusters Score -2683876 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2684441.000000 Penalty: 3237.064453
	Iteration 3F: 3 clusters Score -2684441 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2685208.000000 Penalty: 3237.064453
	Iteration 4F: 3 clusters Score -2685208 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2686229.250000 Penalty: 3237.064453
	Iteration 5F: 3 clusters Score -2686229 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2687637.750000 Penalty: 3237.064453
	Iteration 6F: 3 clusters Score -2687638 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -2689101.000000 Penalty: 3237.064453
	Iteration 7F: 3 clusters Score -2689101 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -2690187.000000 Penalty: 3237.064453
	Iteration 8F: 3 clusters Score -2690187 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -2690747.500000 Penalty: 3237.064453
	Iteration 9Q: 3 clusters Score -2690748 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -2690989.250000 Penalty: 3237.064453
	Iteration 10Q: 3 clusters Score -2690989 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2691104.000000 Penalty: 3237.064453
	Iteration 11Q: 3 clusters Score -2691104 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -2691168.250000 Penalty: 3237.064453
	Iteration 12Q: 3 clusters Score -2691168 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2691223.750000 Penalty: 3237.064453
	Iteration 13Q: 3 clusters Score -2691224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -2691236.500000 Penalty: 3237.064453
	Iteration 14Q: 3 clusters Score -2691236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -2691239.750000 Penalty: 3237.064453
	Iteration 15Q: 3 clusters Score -2691240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -2691246.000000 Penalty: 3237.064453
	Iteration 16Q: 3 clusters Score -2691246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -2691247.500000 Penalty: 3237.064453
	Iteration 17Q: 3 clusters Score -2691248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -2691245.750000 Penalty: 3237.064453
	Iteration 18Q: 3 clusters Score -2691246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2691248.250000 Penalty: 3237.064453
	Iteration 19Q: 3 clusters Score -2691248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -2691250.750000 Penalty: 3237.064453
	Iteration 20F: 3 clusters Score -2691251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -2691253.500000 Penalty: 3237.064453
	Iteration 21Q: 3 clusters Score -2691254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -2691253.500000 Penalty: 3237.064453
	Iteration 22F: 3 clusters Score -2691254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Entering Unmasked Estep 
Score: -3808094.000000 Penalty: 1676.800293
	Iteration 0F: 2 clusters Score -3808094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -3787656.250000 Penalty: 3353.600586
	Iteration 0F: 3 clusters Score -3787656 nChanged 13951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -3795586.500000 Penalty: 3353.600586
	Iteration 1F: 3 clusters Score -3795586 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -3795995.250000 Penalty: 3353.600586
	Iteration 2Q: 3 clusters Score -3795995 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -3796429.250000 Penalty: 3353.600586
	Iteration 3Q: 3 clusters Score -3796429 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -3796889.500000 Penalty: 3353.600586
	Iteration 4Q: 3 clusters Score -3796890 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -3797625.250000 Penalty: 3353.600586
	Iteration 5Q: 3 clusters Score -3797625 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -3798658.500000 Penalty: 3353.600586
	Iteration 6F: 3 clusters Score -3798658 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -3800036.250000 Penalty: 3353.600586
	Iteration 7F: 3 clusters Score -3800036 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -3801616.250000 Penalty: 3353.600586
	Iteration 8F: 3 clusters Score -3801616 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -3803201.000000 Penalty: 3353.600586
	Iteration 9F: 3 clusters Score -3803201 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -3804512.500000 Penalty: 3353.600586
	Iteration 10Q: 3 clusters Score -3804512 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3805408.250000 Penalty: 3353.600586
	Iteration 11Q: 3 clusters Score -3805408 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3805974.500000 Penalty: 3353.600586
	Iteration 12Q: 3 clusters Score -3805974 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3806280.000000 Penalty: 3353.600586
	Iteration 13Q: 3 clusters Score -3806280 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3806438.750000 Penalty: 3353.600586
	Iteration 14Q: 3 clusters Score -3806439 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3806537.750000 Penalty: 3353.600586
	Iteration 15Q: 3 clusters Score -3806538 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3806586.250000 Penalty: 3353.600586
	Iteration 16Q: 3 clusters Score -3806586 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3806615.750000 Penalty: 3353.600586
	Iteration 17Q: 3 clusters Score -3806616 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3806642.750000 Penalty: 3353.600586
	Iteration 18Q: 3 clusters Score -3806643 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3806670.000000 Penalty: 3353.600586
	Iteration 19Q: 3 clusters Score -3806670 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3806687.750000 Penalty: 3353.600586
	Iteration 20F: 3 clusters Score -3806688 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3806696.500000 Penalty: 3353.600586
	Iteration 21Q: 3 clusters Score -3806696 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3806702.250000 Penalty: 3353.600586
	Iteration 22Q: 3 clusters Score -3806702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3806705.000000 Penalty: 3353.600586
	Iteration 23Q: 3 clusters Score -3806705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3806714.750000 Penalty: 3353.600586
	Iteration 24Q: 3 clusters Score -3806715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3806718.250000 Penalty: 3353.600586
	Iteration 25Q: 3 clusters Score -3806718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3806722.500000 Penalty: 3353.600586
	Iteration 26Q: 3 clusters Score -3806722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3806729.000000 Penalty: 3353.600586
	Iteration 27Q: 3 clusters Score -3806729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3806733.000000 Penalty: 3353.600586
	Iteration 28Q: 3 clusters Score -3806733 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3806742.500000 Penalty: 3353.600586
	Iteration 29Q: 3 clusters Score -3806742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3806748.000000 Penalty: 3353.600586
	Iteration 30Q: 3 clusters Score -3806748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3806754.750000 Penalty: 3353.600586
	Iteration 31Q: 3 clusters Score -3806755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3806764.750000 Penalty: 3353.600586
	Iteration 32Q: 3 clusters Score -3806765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3806775.750000 Penalty: 3353.600586
	Iteration 33Q: 3 clusters Score -3806776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3806786.000000 Penalty: 3353.600586
	Iteration 34Q: 3 clusters Score -3806786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3806791.000000 Penalty: 3353.600586
	Iteration 35Q: 3 clusters Score -3806791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3806798.750000 Penalty: 3353.600586
	Iteration 36Q: 3 clusters Score -3806799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3806803.500000 Penalty: 3353.600586
	Iteration 37Q: 3 clusters Score -3806804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3806800.250000 Penalty: 3353.600586
	Iteration 38Q: 3 clusters Score -3806800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3806799.750000 Penalty: 3353.600586
	Iteration 39Q: 3 clusters Score -3806800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3806799.000000 Penalty: 3353.600586
	Iteration 40F: 3 clusters Score -3806799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3806807.000000 Penalty: 3353.600586
	Iteration 41Q: 3 clusters Score -3806807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3806810.750000 Penalty: 3353.600586
	Iteration 42Q: 3 clusters Score -3806811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3806811.250000 Penalty: 3353.600586
	Iteration 43Q: 3 clusters Score -3806811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3806811.250000 Penalty: 3353.600586
	Iteration 44F: 3 clusters Score -3806811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Entering Unmasked Estep 
Score: -1158888.500000 Penalty: 1495.358765
	Iteration 0F: 2 clusters Score -1158888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1151761.125000 Penalty: 2990.717529
	Iteration 0F: 3 clusters Score -1151761 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1154220.625000 Penalty: 2990.717529
	Iteration 1F: 3 clusters Score -1154221 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1154571.125000 Penalty: 2990.717529
	Iteration 2F: 3 clusters Score -1154571 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1154844.500000 Penalty: 2990.717529
	Iteration 3F: 3 clusters Score -1154844 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1155101.375000 Penalty: 2990.717529
	Iteration 4Q: 3 clusters Score -1155101 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1155380.500000 Penalty: 2990.717529
	Iteration 5F: 3 clusters Score -1155380 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1155654.750000 Penalty: 2990.717529
	Iteration 6Q: 3 clusters Score -1155655 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1155887.250000 Penalty: 2990.717529
	Iteration 7Q: 3 clusters Score -1155887 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1156108.250000 Penalty: 2990.717529
	Iteration 8Q: 3 clusters Score -1156108 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1156334.125000 Penalty: 2990.717529
	Iteration 9Q: 3 clusters Score -1156334 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1156543.375000 Penalty: 2990.717529
	Iteration 10Q: 3 clusters Score -1156543 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1156706.250000 Penalty: 2990.717529
	Iteration 11Q: 3 clusters Score -1156706 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1156825.500000 Penalty: 2990.717529
	Iteration 12Q: 3 clusters Score -1156826 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1156905.875000 Penalty: 2990.717529
	Iteration 13Q: 3 clusters Score -1156906 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1156965.500000 Penalty: 2990.717529
	Iteration 14Q: 3 clusters Score -1156966 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1157013.875000 Penalty: 2990.717529
	Iteration 15Q: 3 clusters Score -1157014 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1157049.500000 Penalty: 2990.717529
	Iteration 16Q: 3 clusters Score -1157050 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1157074.375000 Penalty: 2990.717529
	Iteration 17Q: 3 clusters Score -1157074 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1157091.375000 Penalty: 2990.717529
	Iteration 18Q: 3 clusters Score -1157091 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1157106.125000 Penalty: 2990.717529
	Iteration 19Q: 3 clusters Score -1157106 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1157116.750000 Penalty: 2990.717529
	Iteration 20F: 3 clusters Score -1157117 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1157127.250000 Penalty: 2990.717529
	Iteration 21Q: 3 clusters Score -1157127 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1157142.000000 Penalty: 2990.717529
	Iteration 22Q: 3 clusters Score -1157142 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1157156.750000 Penalty: 2990.717529
	Iteration 23Q: 3 clusters Score -1157157 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1157166.375000 Penalty: 2990.717529
	Iteration 24Q: 3 clusters Score -1157166 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1157177.000000 Penalty: 2990.717529
	Iteration 25Q: 3 clusters Score -1157177 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1157187.750000 Penalty: 2990.717529
	Iteration 26Q: 3 clusters Score -1157188 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1157197.375000 Penalty: 2990.717529
	Iteration 27Q: 3 clusters Score -1157197 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1157207.125000 Penalty: 2990.717529
	Iteration 28Q: 3 clusters Score -1157207 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1157213.750000 Penalty: 2990.717529
	Iteration 29Q: 3 clusters Score -1157214 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1157218.500000 Penalty: 2990.717529
	Iteration 30Q: 3 clusters Score -1157218 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1157229.625000 Penalty: 2990.717529
	Iteration 31Q: 3 clusters Score -1157230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1157230.125000 Penalty: 2990.717529
	Iteration 32Q: 3 clusters Score -1157230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1157241.500000 Penalty: 2990.717529
	Iteration 33Q: 3 clusters Score -1157242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1157245.125000 Penalty: 2990.717529
	Iteration 34Q: 3 clusters Score -1157245 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1157251.875000 Penalty: 2990.717529
	Iteration 35Q: 3 clusters Score -1157252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1157259.000000 Penalty: 2990.717529
	Iteration 36Q: 3 clusters Score -1157259 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1157262.875000 Penalty: 2990.717529
	Iteration 37Q: 3 clusters Score -1157263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1157271.000000 Penalty: 2990.717529
	Iteration 38Q: 3 clusters Score -1157271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1157269.000000 Penalty: 2990.717529
	Iteration 39Q: 3 clusters Score -1157269 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1157273.000000 Penalty: 2990.717529
	Iteration 40F: 3 clusters Score -1157273 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1157274.250000 Penalty: 2990.717529
	Iteration 41Q: 3 clusters Score -1157274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1157277.000000 Penalty: 2990.717529
	Iteration 42Q: 3 clusters Score -1157277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1157284.625000 Penalty: 2990.717529
	Iteration 43Q: 3 clusters Score -1157285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1157283.750000 Penalty: 2990.717529
	Iteration 44Q: 3 clusters Score -1157284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1157284.875000 Penalty: 2990.717529
	Iteration 45Q: 3 clusters Score -1157285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1157284.000000 Penalty: 2990.717529
	Iteration 46Q: 3 clusters Score -1157284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1157284.375000 Penalty: 2990.717529
	Iteration 47Q: 3 clusters Score -1157284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1157281.375000 Penalty: 2990.717529
	Iteration 48Q: 3 clusters Score -1157281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1157286.750000 Penalty: 2990.717529
	Iteration 49Q: 3 clusters Score -1157287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1157289.125000 Penalty: 2990.717529
	Iteration 50Q: 3 clusters Score -1157289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1157290.375000 Penalty: 2990.717529
	Iteration 51Q: 3 clusters Score -1157290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1157294.625000 Penalty: 2990.717529
	Iteration 52Q: 3 clusters Score -1157295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1157293.750000 Penalty: 2990.717529
	Iteration 53Q: 3 clusters Score -1157294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1157294.000000 Penalty: 2990.717529
	Iteration 54Q: 3 clusters Score -1157294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1157296.125000 Penalty: 2990.717529
	Iteration 55Q: 3 clusters Score -1157296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1157295.875000 Penalty: 2990.717529
	Iteration 56Q: 3 clusters Score -1157296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1157296.875000 Penalty: 2990.717529
	Iteration 57Q: 3 clusters Score -1157297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1157293.750000 Penalty: 2990.717529
	Iteration 58Q: 3 clusters Score -1157294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1157293.125000 Penalty: 2990.717529
	Iteration 59Q: 3 clusters Score -1157293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1157293.125000 Penalty: 2990.717529
	Iteration 60F: 3 clusters Score -1157293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Entering Unmasked Estep 
Score: -831390.750000 Penalty: 1432.328613
	Iteration 0F: 2 clusters Score -831390.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -826354.375000 Penalty: 2864.657227
	Iteration 0F: 3 clusters Score -826354.4 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -827817.750000 Penalty: 2864.657227
	Iteration 1F: 3 clusters Score -827817.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -828016.875000 Penalty: 2864.657227
	Iteration 2F: 3 clusters Score -828016.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -828167.937500 Penalty: 2864.657227
	Iteration 3F: 3 clusters Score -828167.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -828288.000000 Penalty: 2864.657227
	Iteration 4Q: 3 clusters Score -828288 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -828396.437500 Penalty: 2864.657227
	Iteration 5Q: 3 clusters Score -828396.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -828503.937500 Penalty: 2864.657227
	Iteration 6Q: 3 clusters Score -828503.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -828635.125000 Penalty: 2864.657227
	Iteration 7Q: 3 clusters Score -828635.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -828789.437500 Penalty: 2864.657227
	Iteration 8Q: 3 clusters Score -828789.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -828974.812500 Penalty: 2864.657227
	Iteration 9Q: 3 clusters Score -828974.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -829156.375000 Penalty: 2864.657227
	Iteration 10Q: 3 clusters Score -829156.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -829308.562500 Penalty: 2864.657227
	Iteration 11Q: 3 clusters Score -829308.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -829451.875000 Penalty: 2864.657227
	Iteration 12Q: 3 clusters Score -829451.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -829573.000000 Penalty: 2864.657227
	Iteration 13Q: 3 clusters Score -829573 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -829664.250000 Penalty: 2864.657227
	Iteration 14Q: 3 clusters Score -829664.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -829746.375000 Penalty: 2864.657227
	Iteration 15Q: 3 clusters Score -829746.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -829810.000000 Penalty: 2864.657227
	Iteration 16Q: 3 clusters Score -829810 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -829855.312500 Penalty: 2864.657227
	Iteration 17Q: 3 clusters Score -829855.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -829890.000000 Penalty: 2864.657227
	Iteration 18Q: 3 clusters Score -829890 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -829917.312500 Penalty: 2864.657227
	Iteration 19Q: 3 clusters Score -829917.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -829929.437500 Penalty: 2864.657227
	Iteration 20F: 3 clusters Score -829929.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -829941.250000 Penalty: 2864.657227
	Iteration 21Q: 3 clusters Score -829941.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -829945.937500 Penalty: 2864.657227
	Iteration 22Q: 3 clusters Score -829945.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -829955.000000 Penalty: 2864.657227
	Iteration 23Q: 3 clusters Score -829955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -829960.562500 Penalty: 2864.657227
	Iteration 24Q: 3 clusters Score -829960.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -829964.062500 Penalty: 2864.657227
	Iteration 25Q: 3 clusters Score -829964.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -829970.375000 Penalty: 2864.657227
	Iteration 26Q: 3 clusters Score -829970.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -829974.187500 Penalty: 2864.657227
	Iteration 27Q: 3 clusters Score -829974.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -829977.500000 Penalty: 2864.657227
	Iteration 28Q: 3 clusters Score -829977.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -829979.062500 Penalty: 2864.657227
	Iteration 29Q: 3 clusters Score -829979.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -829981.375000 Penalty: 2864.657227
	Iteration 30Q: 3 clusters Score -829981.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -829983.875000 Penalty: 2864.657227
	Iteration 31Q: 3 clusters Score -829983.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -829983.437500 Penalty: 2864.657227
	Iteration 32Q: 3 clusters Score -829983.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -829985.187500 Penalty: 2864.657227
	Iteration 33Q: 3 clusters Score -829985.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -829983.937500 Penalty: 2864.657227
	Iteration 34Q: 3 clusters Score -829983.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -829983.312500 Penalty: 2864.657227
	Iteration 35Q: 3 clusters Score -829983.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -829984.375000 Penalty: 2864.657227
	Iteration 36Q: 3 clusters Score -829984.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -829985.500000 Penalty: 2864.657227
	Iteration 37Q: 3 clusters Score -829985.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -829985.562500 Penalty: 2864.657227
	Iteration 38Q: 3 clusters Score -829985.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -829985.437500 Penalty: 2864.657227
	Iteration 39Q: 3 clusters Score -829985.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -829987.562500 Penalty: 2864.657227
	Iteration 40F: 3 clusters Score -829987.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -829989.750000 Penalty: 2864.657227
	Iteration 41Q: 3 clusters Score -829989.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -829989.250000 Penalty: 2864.657227
	Iteration 42Q: 3 clusters Score -829989.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -829990.500000 Penalty: 2864.657227
	Iteration 43Q: 3 clusters Score -829990.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -829990.562500 Penalty: 2864.657227
	Iteration 44Q: 3 clusters Score -829990.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -829992.687500 Penalty: 2864.657227
	Iteration 45Q: 3 clusters Score -829992.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -829993.250000 Penalty: 2864.657227
	Iteration 46Q: 3 clusters Score -829993.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -829994.812500 Penalty: 2864.657227
	Iteration 47Q: 3 clusters Score -829994.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -829995.812500 Penalty: 2864.657227
	Iteration 48Q: 3 clusters Score -829995.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -829997.687500 Penalty: 2864.657227
	Iteration 49Q: 3 clusters Score -829997.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -829997.000000 Penalty: 2864.657227
	Iteration 50Q: 3 clusters Score -829997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -829997.125000 Penalty: 2864.657227
	Iteration 51Q: 3 clusters Score -829997.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -830002.750000 Penalty: 2864.657227
	Iteration 52Q: 3 clusters Score -830002.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -830003.500000 Penalty: 2864.657227
	Iteration 53Q: 3 clusters Score -830003.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -830006.687500 Penalty: 2864.657227
	Iteration 54Q: 3 clusters Score -830006.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -830012.375000 Penalty: 2864.657227
	Iteration 55Q: 3 clusters Score -830012.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -830015.437500 Penalty: 2864.657227
	Iteration 56Q: 3 clusters Score -830015.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -830019.250000 Penalty: 2864.657227
	Iteration 57Q: 3 clusters Score -830019.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -830024.062500 Penalty: 2864.657227
	Iteration 58Q: 3 clusters Score -830024.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -830026.500000 Penalty: 2864.657227
	Iteration 59Q: 3 clusters Score -830026.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -830030.625000 Penalty: 2864.657227
	Iteration 60F: 3 clusters Score -830030.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -830032.250000 Penalty: 2864.657227
	Iteration 61Q: 3 clusters Score -830032.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -830034.062500 Penalty: 2864.657227
	Iteration 62Q: 3 clusters Score -830034.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -830034.937500 Penalty: 2864.657227
	Iteration 63Q: 3 clusters Score -830034.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -830037.437500 Penalty: 2864.657227
	Iteration 64Q: 3 clusters Score -830037.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -830037.625000 Penalty: 2864.657227
	Iteration 65Q: 3 clusters Score -830037.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -830037.437500 Penalty: 2864.657227
	Iteration 66Q: 3 clusters Score -830037.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -830037.250000 Penalty: 2864.657227
	Iteration 67Q: 3 clusters Score -830037.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -830036.750000 Penalty: 2864.657227
	Iteration 68Q: 3 clusters Score -830036.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -830037.875000 Penalty: 2864.657227
	Iteration 69Q: 3 clusters Score -830037.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -830038.625000 Penalty: 2864.657227
	Iteration 70Q: 3 clusters Score -830038.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -830037.937500 Penalty: 2864.657227
	Iteration 71Q: 3 clusters Score -830037.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -830040.875000 Penalty: 2864.657227
	Iteration 72Q: 3 clusters Score -830040.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -830041.562500 Penalty: 2864.657227
	Iteration 73Q: 3 clusters Score -830041.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -830041.562500 Penalty: 2864.657227
	Iteration 74Q: 3 clusters Score -830041.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -830042.687500 Penalty: 2864.657227
	Iteration 75Q: 3 clusters Score -830042.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -830042.875000 Penalty: 2864.657227
	Iteration 76Q: 3 clusters Score -830042.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -830044.562500 Penalty: 2864.657227
	Iteration 77Q: 3 clusters Score -830044.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -830046.062500 Penalty: 2864.657227
	Iteration 78Q: 3 clusters Score -830046.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -830044.625000 Penalty: 2864.657227
	Iteration 79Q: 3 clusters Score -830044.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -830045.000000 Penalty: 2864.657227
	Iteration 80F: 3 clusters Score -830045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -830045.187500 Penalty: 2864.657227
	Iteration 81Q: 3 clusters Score -830045.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -830045.000000 Penalty: 2864.657227
	Iteration 82Q: 3 clusters Score -830045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -830047.187500 Penalty: 2864.657227
	Iteration 83Q: 3 clusters Score -830047.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -830047.937500 Penalty: 2864.657227
	Iteration 84Q: 3 clusters Score -830047.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -830047.437500 Penalty: 2864.657227
	Iteration 85Q: 3 clusters Score -830047.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -830047.312500 Penalty: 2864.657227
	Iteration 86Q: 3 clusters Score -830047.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -830048.375000 Penalty: 2864.657227
	Iteration 87Q: 3 clusters Score -830048.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -830050.250000 Penalty: 2864.657227
	Iteration 88Q: 3 clusters Score -830050.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -830049.875000 Penalty: 2864.657227
	Iteration 89Q: 3 clusters Score -830049.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -830052.750000 Penalty: 2864.657227
	Iteration 90Q: 3 clusters Score -830052.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -830053.875000 Penalty: 2864.657227
	Iteration 91Q: 3 clusters Score -830053.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -830057.000000 Penalty: 2864.657227
	Iteration 92Q: 3 clusters Score -830057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -830058.250000 Penalty: 2864.657227
	Iteration 93Q: 3 clusters Score -830058.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -830060.500000 Penalty: 2864.657227
	Iteration 94Q: 3 clusters Score -830060.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -830060.625000 Penalty: 2864.657227
	Iteration 95Q: 3 clusters Score -830060.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -830060.562500 Penalty: 2864.657227
	Iteration 96Q: 3 clusters Score -830060.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -830060.562500 Penalty: 2864.657227
	Iteration 97F: 3 clusters Score -830060.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -106684.976562 Penalty: 1113.489380
	Iteration 0F: 2 clusters Score -106685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -105279.742188 Penalty: 2226.978760
	Iteration 0F: 3 clusters Score -105279.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -105652.007812 Penalty: 2226.978760
	Iteration 1F: 3 clusters Score -105652 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -105834.101562 Penalty: 2226.978760
	Iteration 2F: 3 clusters Score -105834.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -106036.984375 Penalty: 2226.978760
	Iteration 3F: 3 clusters Score -106037 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -106316.312500 Penalty: 2226.978760
	Iteration 4F: 3 clusters Score -106316.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -106523.359375 Penalty: 2226.978760
	Iteration 5F: 3 clusters Score -106523.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -106680.945312 Penalty: 2226.978760
	Iteration 6Q: 3 clusters Score -106680.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -106835.507812 Penalty: 2226.978760
	Iteration 7Q: 3 clusters Score -106835.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -106896.820312 Penalty: 2226.978760
	Iteration 8Q: 3 clusters Score -106896.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -106966.742188 Penalty: 2226.978760
	Iteration 9Q: 3 clusters Score -106966.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -107060.140625 Penalty: 2226.978760
	Iteration 10Q: 3 clusters Score -107060.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -107143.976562 Penalty: 2226.978760
	Iteration 11Q: 3 clusters Score -107144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -107186.351562 Penalty: 2226.978760
	Iteration 12Q: 3 clusters Score -107186.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -107209.367188 Penalty: 2226.978760
	Iteration 13Q: 3 clusters Score -107209.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -107214.906250 Penalty: 2226.978760
	Iteration 14Q: 3 clusters Score -107214.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -107222.992188 Penalty: 2226.978760
	Iteration 15Q: 3 clusters Score -107223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -107229.078125 Penalty: 2226.978760
	Iteration 16Q: 3 clusters Score -107229.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -107235.304688 Penalty: 2226.978760
	Iteration 17Q: 3 clusters Score -107235.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -107237.953125 Penalty: 2226.978760
	Iteration 18Q: 3 clusters Score -107238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -107242.609375 Penalty: 2226.978760
	Iteration 19Q: 3 clusters Score -107242.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -107243.929688 Penalty: 2226.978760
	Iteration 20F: 3 clusters Score -107243.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -107244.375000 Penalty: 2226.978760
	Iteration 21Q: 3 clusters Score -107244.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -107244.375000 Penalty: 2226.978760
	Iteration 22F: 3 clusters Score -107244.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21167 members 
Mstep: Class 4 contains 30296 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 6730 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 5015 members 
Mstep: Class 9 contains 4648 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13814 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36105 members 
Mstep: Class 14 contains 56346 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107046 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 55021 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63430 members 
Mstep: Class 24 contains 97578 members 
Mstep: Class 25 contains 68372 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102540 members 
Mstep: Class 29 contains 4690 members 
Mstep: Class 30 contains 75536 members 
Mstep: Class 31 contains 94286 members 
Mstep: Class 32 contains 3135 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9618 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Mstep: Class 41 contains 408 members 
Entering Unmasked Estep 
Score: -111775352.000000 Penalty: 91479.007812
Splitting cluster 7 changes total score from -111776112.000000 to -111775352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (5015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Entering Unmasked Estep 
Score: -576134.625000 Penalty: 1384.530640
	Iteration 0F: 2 clusters Score -576134.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -572164.812500 Penalty: 2769.061279
	Iteration 0F: 3 clusters Score -572164.8 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -573587.562500 Penalty: 2769.061279
	Iteration 1F: 3 clusters Score -573587.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -574133.437500 Penalty: 2769.061279
	Iteration 2F: 3 clusters Score -574133.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -574604.937500 Penalty: 2769.061279
	Iteration 3F: 3 clusters Score -574604.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -574993.875000 Penalty: 2769.061279
	Iteration 4F: 3 clusters Score -574993.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -575294.500000 Penalty: 2769.061279
	Iteration 5F: 3 clusters Score -575294.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -575525.500000 Penalty: 2769.061279
	Iteration 6F: 3 clusters Score -575525.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -575677.312500 Penalty: 2769.061279
	Iteration 7Q: 3 clusters Score -575677.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -575748.562500 Penalty: 2769.061279
	Iteration 8Q: 3 clusters Score -575748.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -575781.437500 Penalty: 2769.061279
	Iteration 9Q: 3 clusters Score -575781.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -575801.437500 Penalty: 2769.061279
	Iteration 10Q: 3 clusters Score -575801.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -575819.437500 Penalty: 2769.061279
	Iteration 11Q: 3 clusters Score -575819.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -575826.000000 Penalty: 2769.061279
	Iteration 12Q: 3 clusters Score -575826 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -575836.687500 Penalty: 2769.061279
	Iteration 13Q: 3 clusters Score -575836.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -575849.187500 Penalty: 2769.061279
	Iteration 14Q: 3 clusters Score -575849.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -575862.875000 Penalty: 2769.061279
	Iteration 15Q: 3 clusters Score -575862.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -575876.125000 Penalty: 2769.061279
	Iteration 16Q: 3 clusters Score -575876.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -575883.812500 Penalty: 2769.061279
	Iteration 17Q: 3 clusters Score -575883.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -575891.125000 Penalty: 2769.061279
	Iteration 18Q: 3 clusters Score -575891.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -575895.562500 Penalty: 2769.061279
	Iteration 19Q: 3 clusters Score -575895.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -575898.625000 Penalty: 2769.061279
	Iteration 20F: 3 clusters Score -575898.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -575903.500000 Penalty: 2769.061279
	Iteration 21Q: 3 clusters Score -575903.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -575904.687500 Penalty: 2769.061279
	Iteration 22Q: 3 clusters Score -575904.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -575906.437500 Penalty: 2769.061279
	Iteration 23Q: 3 clusters Score -575906.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -575908.687500 Penalty: 2769.061279
	Iteration 24Q: 3 clusters Score -575908.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -575909.500000 Penalty: 2769.061279
	Iteration 25Q: 3 clusters Score -575909.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -575913.500000 Penalty: 2769.061279
	Iteration 26Q: 3 clusters Score -575913.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -575916.125000 Penalty: 2769.061279
	Iteration 27Q: 3 clusters Score -575916.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -575916.000000 Penalty: 2769.061279
	Iteration 28Q: 3 clusters Score -575916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -575918.750000 Penalty: 2769.061279
	Iteration 29Q: 3 clusters Score -575918.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -575918.250000 Penalty: 2769.061279
	Iteration 30Q: 3 clusters Score -575918.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -575918.937500 Penalty: 2769.061279
	Iteration 31Q: 3 clusters Score -575918.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -575918.937500 Penalty: 2769.061279
	Iteration 32F: 3 clusters Score -575918.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Entering Unmasked Estep 
Score: -562284.875000 Penalty: 1372.181152
	Iteration 0F: 2 clusters Score -562284.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -558515.500000 Penalty: 2744.362305
	Iteration 0F: 3 clusters Score -558515.5 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -559486.875000 Penalty: 2744.362305
	Iteration 1F: 3 clusters Score -559486.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -559680.187500 Penalty: 2744.362305
	Iteration 2F: 3 clusters Score -559680.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -559812.687500 Penalty: 2744.362305
	Iteration 3F: 3 clusters Score -559812.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -559899.312500 Penalty: 2744.362305
	Iteration 4Q: 3 clusters Score -559899.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -559966.062500 Penalty: 2744.362305
	Iteration 5Q: 3 clusters Score -559966.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -560030.500000 Penalty: 2744.362305
	Iteration 6Q: 3 clusters Score -560030.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -560090.000000 Penalty: 2744.362305
	Iteration 7Q: 3 clusters Score -560090 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -560151.750000 Penalty: 2744.362305
	Iteration 8Q: 3 clusters Score -560151.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -560228.125000 Penalty: 2744.362305
	Iteration 9Q: 3 clusters Score -560228.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -560317.000000 Penalty: 2744.362305
	Iteration 10Q: 3 clusters Score -560317 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -560416.250000 Penalty: 2744.362305
	Iteration 11Q: 3 clusters Score -560416.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -560546.062500 Penalty: 2744.362305
	Iteration 12Q: 3 clusters Score -560546.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -560656.625000 Penalty: 2744.362305
	Iteration 13Q: 3 clusters Score -560656.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -560759.500000 Penalty: 2744.362305
	Iteration 14Q: 3 clusters Score -560759.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -560853.500000 Penalty: 2744.362305
	Iteration 15Q: 3 clusters Score -560853.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -560917.812500 Penalty: 2744.362305
	Iteration 16Q: 3 clusters Score -560917.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -560971.187500 Penalty: 2744.362305
	Iteration 17Q: 3 clusters Score -560971.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -561026.187500 Penalty: 2744.362305
	Iteration 18Q: 3 clusters Score -561026.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -561070.500000 Penalty: 2744.362305
	Iteration 19Q: 3 clusters Score -561070.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -561100.812500 Penalty: 2744.362305
	Iteration 20F: 3 clusters Score -561100.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -561117.812500 Penalty: 2744.362305
	Iteration 21Q: 3 clusters Score -561117.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -561128.625000 Penalty: 2744.362305
	Iteration 22Q: 3 clusters Score -561128.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -561138.437500 Penalty: 2744.362305
	Iteration 23Q: 3 clusters Score -561138.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -561149.250000 Penalty: 2744.362305
	Iteration 24Q: 3 clusters Score -561149.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -561157.375000 Penalty: 2744.362305
	Iteration 25Q: 3 clusters Score -561157.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -561163.062500 Penalty: 2744.362305
	Iteration 26Q: 3 clusters Score -561163.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -561171.250000 Penalty: 2744.362305
	Iteration 27Q: 3 clusters Score -561171.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -561176.500000 Penalty: 2744.362305
	Iteration 28Q: 3 clusters Score -561176.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -561181.437500 Penalty: 2744.362305
	Iteration 29Q: 3 clusters Score -561181.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -561186.687500 Penalty: 2744.362305
	Iteration 30Q: 3 clusters Score -561186.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -561189.062500 Penalty: 2744.362305
	Iteration 31Q: 3 clusters Score -561189.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -561191.562500 Penalty: 2744.362305
	Iteration 32Q: 3 clusters Score -561191.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -561194.875000 Penalty: 2744.362305
	Iteration 33Q: 3 clusters Score -561194.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -561200.312500 Penalty: 2744.362305
	Iteration 34Q: 3 clusters Score -561200.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -561212.625000 Penalty: 2744.362305
	Iteration 35Q: 3 clusters Score -561212.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -561224.000000 Penalty: 2744.362305
	Iteration 36Q: 3 clusters Score -561224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -561225.312500 Penalty: 2744.362305
	Iteration 37Q: 3 clusters Score -561225.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -561230.625000 Penalty: 2744.362305
	Iteration 38Q: 3 clusters Score -561230.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -561234.687500 Penalty: 2744.362305
	Iteration 39Q: 3 clusters Score -561234.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -561234.687500 Penalty: 2744.362305
	Iteration 40F: 3 clusters Score -561234.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Entering Unmasked Estep 
Score: -175778.187500 Penalty: 1179.148315
	Iteration 0F: 2 clusters Score -175778.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -174029.796875 Penalty: 2358.296631
	Iteration 0F: 3 clusters Score -174029.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -174337.546875 Penalty: 2358.296631
	Iteration 1F: 3 clusters Score -174337.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -174410.984375 Penalty: 2358.296631
	Iteration 2F: 3 clusters Score -174411 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -174455.750000 Penalty: 2358.296631
	Iteration 3Q: 3 clusters Score -174455.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -174482.609375 Penalty: 2358.296631
	Iteration 4Q: 3 clusters Score -174482.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -174498.343750 Penalty: 2358.296631
	Iteration 5Q: 3 clusters Score -174498.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -174511.656250 Penalty: 2358.296631
	Iteration 6Q: 3 clusters Score -174511.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -174530.671875 Penalty: 2358.296631
	Iteration 7Q: 3 clusters Score -174530.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -174561.140625 Penalty: 2358.296631
	Iteration 8Q: 3 clusters Score -174561.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -174583.468750 Penalty: 2358.296631
	Iteration 9Q: 3 clusters Score -174583.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -174595.265625 Penalty: 2358.296631
	Iteration 10Q: 3 clusters Score -174595.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -174600.859375 Penalty: 2358.296631
	Iteration 11Q: 3 clusters Score -174600.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -174603.093750 Penalty: 2358.296631
	Iteration 12Q: 3 clusters Score -174603.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -174605.125000 Penalty: 2358.296631
	Iteration 13Q: 3 clusters Score -174605.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -174607.140625 Penalty: 2358.296631
	Iteration 14Q: 3 clusters Score -174607.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -174607.984375 Penalty: 2358.296631
	Iteration 15Q: 3 clusters Score -174608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -174610.500000 Penalty: 2358.296631
	Iteration 16Q: 3 clusters Score -174610.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -174612.218750 Penalty: 2358.296631
	Iteration 17Q: 3 clusters Score -174612.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -174612.812500 Penalty: 2358.296631
	Iteration 18Q: 3 clusters Score -174612.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -174613.156250 Penalty: 2358.296631
	Iteration 19Q: 3 clusters Score -174613.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -174613.328125 Penalty: 2358.296631
	Iteration 20F: 3 clusters Score -174613.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -174613.703125 Penalty: 2358.296631
	Iteration 21Q: 3 clusters Score -174613.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -174615.031250 Penalty: 2358.296631
	Iteration 22Q: 3 clusters Score -174615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -174615.859375 Penalty: 2358.296631
	Iteration 23Q: 3 clusters Score -174615.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -174615.968750 Penalty: 2358.296631
	Iteration 24Q: 3 clusters Score -174616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -174618.500000 Penalty: 2358.296631
	Iteration 25Q: 3 clusters Score -174618.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -174620.625000 Penalty: 2358.296631
	Iteration 26Q: 3 clusters Score -174620.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -174621.515625 Penalty: 2358.296631
	Iteration 27Q: 3 clusters Score -174621.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -174621.812500 Penalty: 2358.296631
	Iteration 28Q: 3 clusters Score -174621.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -174622.578125 Penalty: 2358.296631
	Iteration 29Q: 3 clusters Score -174622.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -174624.156250 Penalty: 2358.296631
	Iteration 30Q: 3 clusters Score -174624.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -174625.625000 Penalty: 2358.296631
	Iteration 31Q: 3 clusters Score -174625.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -174628.031250 Penalty: 2358.296631
	Iteration 32Q: 3 clusters Score -174628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -174630.609375 Penalty: 2358.296631
	Iteration 33Q: 3 clusters Score -174630.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -174632.578125 Penalty: 2358.296631
	Iteration 34Q: 3 clusters Score -174632.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -174633.890625 Penalty: 2358.296631
	Iteration 35Q: 3 clusters Score -174633.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -174635.171875 Penalty: 2358.296631
	Iteration 36Q: 3 clusters Score -174635.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -174636.203125 Penalty: 2358.296631
	Iteration 37Q: 3 clusters Score -174636.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -174637.453125 Penalty: 2358.296631
	Iteration 38Q: 3 clusters Score -174637.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -174639.281250 Penalty: 2358.296631
	Iteration 39Q: 3 clusters Score -174639.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -174640.750000 Penalty: 2358.296631
	Iteration 40F: 3 clusters Score -174640.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Entering Unmasked Estep 
Score: -1718597.375000 Penalty: 1549.183594
	Iteration 0F: 2 clusters Score -1718597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1708950.375000 Penalty: 3098.367188
	Iteration 0F: 3 clusters Score -1708950 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1712241.500000 Penalty: 3098.367188
	Iteration 1F: 3 clusters Score -1712242 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1712641.875000 Penalty: 3098.367188
	Iteration 2F: 3 clusters Score -1712642 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1713407.125000 Penalty: 3098.367188
	Iteration 3F: 3 clusters Score -1713407 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1714593.000000 Penalty: 3098.367188
	Iteration 4F: 3 clusters Score -1714593 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1715919.625000 Penalty: 3098.367188
	Iteration 5F: 3 clusters Score -1715920 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1716957.500000 Penalty: 3098.367188
	Iteration 6F: 3 clusters Score -1716958 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1717582.375000 Penalty: 3098.367188
	Iteration 7F: 3 clusters Score -1717582 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1717873.125000 Penalty: 3098.367188
	Iteration 8Q: 3 clusters Score -1717873 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1718008.375000 Penalty: 3098.367188
	Iteration 9Q: 3 clusters Score -1718008 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1718086.000000 Penalty: 3098.367188
	Iteration 10Q: 3 clusters Score -1718086 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1718137.375000 Penalty: 3098.367188
	Iteration 11Q: 3 clusters Score -1718137 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1718159.500000 Penalty: 3098.367188
	Iteration 12Q: 3 clusters Score -1718160 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1718179.250000 Penalty: 3098.367188
	Iteration 13Q: 3 clusters Score -1718179 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1718196.000000 Penalty: 3098.367188
	Iteration 14Q: 3 clusters Score -1718196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1718201.500000 Penalty: 3098.367188
	Iteration 15Q: 3 clusters Score -1718202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1718208.625000 Penalty: 3098.367188
	Iteration 16Q: 3 clusters Score -1718209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1718212.000000 Penalty: 3098.367188
	Iteration 17Q: 3 clusters Score -1718212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1718218.250000 Penalty: 3098.367188
	Iteration 18Q: 3 clusters Score -1718218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1718227.250000 Penalty: 3098.367188
	Iteration 19Q: 3 clusters Score -1718227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1718228.250000 Penalty: 3098.367188
	Iteration 20F: 3 clusters Score -1718228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1718230.000000 Penalty: 3098.367188
	Iteration 21Q: 3 clusters Score -1718230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1718228.250000 Penalty: 3098.367188
	Iteration 22Q: 3 clusters Score -1718228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1718226.500000 Penalty: 3098.367188
	Iteration 23Q: 3 clusters Score -1718226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1718229.375000 Penalty: 3098.367188
	Iteration 24Q: 3 clusters Score -1718229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1718234.125000 Penalty: 3098.367188
	Iteration 25Q: 3 clusters Score -1718234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1718234.375000 Penalty: 3098.367188
	Iteration 26Q: 3 clusters Score -1718234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1718234.000000 Penalty: 3098.367188
	Iteration 27Q: 3 clusters Score -1718234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1718234.500000 Penalty: 3098.367188
	Iteration 28Q: 3 clusters Score -1718234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1718232.750000 Penalty: 3098.367188
	Iteration 29Q: 3 clusters Score -1718233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1718233.125000 Penalty: 3098.367188
	Iteration 30Q: 3 clusters Score -1718233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1718231.625000 Penalty: 3098.367188
	Iteration 31Q: 3 clusters Score -1718232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1718231.625000 Penalty: 3098.367188
	Iteration 32F: 3 clusters Score -1718232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -26884.195312 Penalty: 954.219177
	Iteration 0F: 2 clusters Score -26884.2 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 179 members 
Entering Unmasked Estep 
Score: -26067.792969 Penalty: 1908.438354
	Iteration 0F: 3 clusters Score -26067.79 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -26413.734375 Penalty: 1908.438354
	Iteration 1F: 3 clusters Score -26413.73 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -26656.333984 Penalty: 1908.438354
	Iteration 2F: 3 clusters Score -26656.33 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -26846.343750 Penalty: 1908.438354
	Iteration 3F: 3 clusters Score -26846.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -26987.533203 Penalty: 1908.438354
	Iteration 4F: 3 clusters Score -26987.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -27025.777344 Penalty: 1908.438354
	Iteration 5Q: 3 clusters Score -27025.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -27042.652344 Penalty: 1908.438354
	Iteration 6Q: 3 clusters Score -27042.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -27059.468750 Penalty: 1908.438354
	Iteration 7Q: 3 clusters Score -27059.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27106.562500 Penalty: 1908.438354
	Iteration 8Q: 3 clusters Score -27106.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -27138.224609 Penalty: 1908.438354
	Iteration 9Q: 3 clusters Score -27138.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -27140.976562 Penalty: 1908.438354
	Iteration 10Q: 3 clusters Score -27140.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -27141.324219 Penalty: 1908.438354
	Iteration 11Q: 3 clusters Score -27141.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -27144.927734 Penalty: 1908.438354
	Iteration 12F: 3 clusters Score -27144.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -27156.257812 Penalty: 1908.438354
	Iteration 13Q: 3 clusters Score -27156.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -27158.613281 Penalty: 1908.438354
	Iteration 14Q: 3 clusters Score -27158.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -27158.613281 Penalty: 1908.438354
	Iteration 15F: 3 clusters Score -27158.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21167 members 
Mstep: Class 4 contains 30296 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 6730 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5015 members 
Mstep: Class 9 contains 4648 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13814 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 36105 members 
Mstep: Class 14 contains 56346 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107046 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 55021 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63430 members 
Mstep: Class 24 contains 97578 members 
Mstep: Class 25 contains 68372 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102540 members 
Mstep: Class 29 contains 4690 members 
Mstep: Class 30 contains 75536 members 
Mstep: Class 31 contains 94286 members 
Mstep: Class 32 contains 3135 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9618 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Mstep: Class 41 contains 256 members 
Entering Unmasked Estep 
Score: -111775000.000000 Penalty: 91479.007812
Splitting cluster 12 changes total score from -111776112.000000 to -111775000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (36105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Entering Unmasked Estep 
Score: -4486446.000000 Penalty: 1705.305298
	Iteration 0F: 2 clusters Score -4486446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -4462202.500000 Penalty: 3410.610596
	Iteration 0F: 3 clusters Score -4462202 nChanged 16788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -4471664.000000 Penalty: 3410.610596
	Iteration 1F: 3 clusters Score -4471664 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -4472299.000000 Penalty: 3410.610596
	Iteration 2Q: 3 clusters Score -4472299 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -4473047.000000 Penalty: 3410.610596
	Iteration 3Q: 3 clusters Score -4473047 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -4473968.000000 Penalty: 3410.610596
	Iteration 4F: 3 clusters Score -4473968 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -4475083.500000 Penalty: 3410.610596
	Iteration 5F: 3 clusters Score -4475084 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -4476477.000000 Penalty: 3410.610596
	Iteration 6F: 3 clusters Score -4476477 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -4478200.000000 Penalty: 3410.610596
	Iteration 7F: 3 clusters Score -4478200 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -4479943.500000 Penalty: 3410.610596
	Iteration 8F: 3 clusters Score -4479944 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -4481452.500000 Penalty: 3410.610596
	Iteration 9F: 3 clusters Score -4481452 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -4482586.500000 Penalty: 3410.610596
	Iteration 10Q: 3 clusters Score -4482586 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -4483358.000000 Penalty: 3410.610596
	Iteration 11Q: 3 clusters Score -4483358 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4483881.500000 Penalty: 3410.610596
	Iteration 12Q: 3 clusters Score -4483882 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4484192.000000 Penalty: 3410.610596
	Iteration 13Q: 3 clusters Score -4484192 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4484400.500000 Penalty: 3410.610596
	Iteration 14Q: 3 clusters Score -4484400 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4484538.500000 Penalty: 3410.610596
	Iteration 15Q: 3 clusters Score -4484538 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4484656.500000 Penalty: 3410.610596
	Iteration 16Q: 3 clusters Score -4484656 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4484738.500000 Penalty: 3410.610596
	Iteration 17Q: 3 clusters Score -4484738 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4484801.000000 Penalty: 3410.610596
	Iteration 18Q: 3 clusters Score -4484801 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4484887.500000 Penalty: 3410.610596
	Iteration 19Q: 3 clusters Score -4484888 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4484915.000000 Penalty: 3410.610596
	Iteration 20F: 3 clusters Score -4484915 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4484931.000000 Penalty: 3410.610596
	Iteration 21Q: 3 clusters Score -4484931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4484945.500000 Penalty: 3410.610596
	Iteration 22Q: 3 clusters Score -4484946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4484960.000000 Penalty: 3410.610596
	Iteration 23Q: 3 clusters Score -4484960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4484962.000000 Penalty: 3410.610596
	Iteration 24Q: 3 clusters Score -4484962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4484970.000000 Penalty: 3410.610596
	Iteration 25Q: 3 clusters Score -4484970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4484969.000000 Penalty: 3410.610596
	Iteration 26Q: 3 clusters Score -4484969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4484969.000000 Penalty: 3410.610596
	Iteration 27Q: 3 clusters Score -4484969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4484976.500000 Penalty: 3410.610596
	Iteration 28Q: 3 clusters Score -4484976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4484980.500000 Penalty: 3410.610596
	Iteration 29Q: 3 clusters Score -4484980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4484985.000000 Penalty: 3410.610596
	Iteration 30Q: 3 clusters Score -4484985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4484987.000000 Penalty: 3410.610596
	Iteration 31Q: 3 clusters Score -4484987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4484988.000000 Penalty: 3410.610596
	Iteration 32Q: 3 clusters Score -4484988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4484988.000000 Penalty: 3410.610596
	Iteration 33F: 3 clusters Score -4484988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56346 members 
Entering Unmasked Estep 
Score: -6833882.500000 Penalty: 1777.630737
	Iteration 0F: 2 clusters Score -6833882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -6796120.000000 Penalty: 3555.261475
	Iteration 0F: 3 clusters Score -6796120 nChanged 26616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -6811237.000000 Penalty: 3555.261475
	Iteration 1F: 3 clusters Score -6811237 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -6812077.500000 Penalty: 3555.261475
	Iteration 2Q: 3 clusters Score -6812078 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -6813372.000000 Penalty: 3555.261475
	Iteration 3Q: 3 clusters Score -6813372 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -6815317.000000 Penalty: 3555.261475
	Iteration 4F: 3 clusters Score -6815317 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -6817910.500000 Penalty: 3555.261475
	Iteration 5F: 3 clusters Score -6817910 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -6821349.500000 Penalty: 3555.261475
	Iteration 6F: 3 clusters Score -6821350 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -6825075.500000 Penalty: 3555.261475
	Iteration 7F: 3 clusters Score -6825076 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -6828411.500000 Penalty: 3555.261475
	Iteration 8F: 3 clusters Score -6828412 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -6830482.500000 Penalty: 3555.261475
	Iteration 9Q: 3 clusters Score -6830482 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -6831537.000000 Penalty: 3555.261475
	Iteration 10Q: 3 clusters Score -6831537 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 49529 members 
Entering Unmasked Estep 
Score: -6832099.000000 Penalty: 3555.261475
	Iteration 11Q: 3 clusters Score -6832099 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 50084 members 
Entering Unmasked Estep 
Score: -6832431.500000 Penalty: 3555.261475
	Iteration 12Q: 3 clusters Score -6832432 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 50512 members 
Entering Unmasked Estep 
Score: -6832640.500000 Penalty: 3555.261475
	Iteration 13Q: 3 clusters Score -6832640 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 50872 members 
Entering Unmasked Estep 
Score: -6832757.500000 Penalty: 3555.261475
	Iteration 14Q: 3 clusters Score -6832758 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 51161 members 
Entering Unmasked Estep 
Score: -6832810.000000 Penalty: 3555.261475
	Iteration 15Q: 3 clusters Score -6832810 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 51383 members 
Entering Unmasked Estep 
Score: -6832865.500000 Penalty: 3555.261475
	Iteration 16Q: 3 clusters Score -6832866 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 51562 members 
Entering Unmasked Estep 
Score: -6832884.500000 Penalty: 3555.261475
	Iteration 17Q: 3 clusters Score -6832884 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 51745 members 
Entering Unmasked Estep 
Score: -6832931.500000 Penalty: 3555.261475
	Iteration 18Q: 3 clusters Score -6832932 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 51912 members 
Entering Unmasked Estep 
Score: -6832979.500000 Penalty: 3555.261475
	Iteration 19Q: 3 clusters Score -6832980 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 52069 members 
Entering Unmasked Estep 
Score: -6833003.000000 Penalty: 3555.261475
	Iteration 20F: 3 clusters Score -6833003 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 52200 members 
Entering Unmasked Estep 
Score: -6833042.500000 Penalty: 3555.261475
	Iteration 21Q: 3 clusters Score -6833042 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 52307 members 
Entering Unmasked Estep 
Score: -6833066.000000 Penalty: 3555.261475
	Iteration 22Q: 3 clusters Score -6833066 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 52390 members 
Entering Unmasked Estep 
Score: -6833072.000000 Penalty: 3555.261475
	Iteration 23Q: 3 clusters Score -6833072 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 52472 members 
Entering Unmasked Estep 
Score: -6833093.000000 Penalty: 3555.261475
	Iteration 24Q: 3 clusters Score -6833093 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 52554 members 
Entering Unmasked Estep 
Score: -6833114.000000 Penalty: 3555.261475
	Iteration 25Q: 3 clusters Score -6833114 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 52619 members 
Entering Unmasked Estep 
Score: -6833134.500000 Penalty: 3555.261475
	Iteration 26Q: 3 clusters Score -6833134 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 52686 members 
Entering Unmasked Estep 
Score: -6833148.000000 Penalty: 3555.261475
	Iteration 27Q: 3 clusters Score -6833148 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 52751 members 
Entering Unmasked Estep 
Score: -6833146.500000 Penalty: 3555.261475
	Iteration 28Q: 3 clusters Score -6833146 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 52810 members 
Entering Unmasked Estep 
Score: -6833161.000000 Penalty: 3555.261475
	Iteration 29Q: 3 clusters Score -6833161 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 52858 members 
Entering Unmasked Estep 
Score: -6833169.500000 Penalty: 3555.261475
	Iteration 30Q: 3 clusters Score -6833170 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 52902 members 
Entering Unmasked Estep 
Score: -6833179.500000 Penalty: 3555.261475
	Iteration 31Q: 3 clusters Score -6833180 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 52949 members 
Entering Unmasked Estep 
Score: -6833167.000000 Penalty: 3555.261475
	Iteration 32Q: 3 clusters Score -6833167 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 52998 members 
Entering Unmasked Estep 
Score: -6833192.500000 Penalty: 3555.261475
	Iteration 33Q: 3 clusters Score -6833192 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 53047 members 
Entering Unmasked Estep 
Score: -6833218.500000 Penalty: 3555.261475
	Iteration 34Q: 3 clusters Score -6833218 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 53082 members 
Entering Unmasked Estep 
Score: -6833238.000000 Penalty: 3555.261475
	Iteration 35Q: 3 clusters Score -6833238 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 53117 members 
Entering Unmasked Estep 
Score: -6833231.500000 Penalty: 3555.261475
	Iteration 36Q: 3 clusters Score -6833232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 53145 members 
Entering Unmasked Estep 
Score: -6833245.500000 Penalty: 3555.261475
	Iteration 37Q: 3 clusters Score -6833246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 53169 members 
Entering Unmasked Estep 
Score: -6833241.000000 Penalty: 3555.261475
	Iteration 38Q: 3 clusters Score -6833241 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 53191 members 
Entering Unmasked Estep 
Score: -6833239.500000 Penalty: 3555.261475
	Iteration 39Q: 3 clusters Score -6833240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 53212 members 
Entering Unmasked Estep 
Score: -6833241.000000 Penalty: 3555.261475
	Iteration 40F: 3 clusters Score -6833241 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 53234 members 
Entering Unmasked Estep 
Score: -6833249.500000 Penalty: 3555.261475
	Iteration 41Q: 3 clusters Score -6833250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 53253 members 
Entering Unmasked Estep 
Score: -6833251.500000 Penalty: 3555.261475
	Iteration 42Q: 3 clusters Score -6833252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 53270 members 
Entering Unmasked Estep 
Score: -6833247.500000 Penalty: 3555.261475
	Iteration 43Q: 3 clusters Score -6833248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 53292 members 
Entering Unmasked Estep 
Score: -6833242.000000 Penalty: 3555.261475
	Iteration 44Q: 3 clusters Score -6833242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 53312 members 
Entering Unmasked Estep 
Score: -6833249.500000 Penalty: 3555.261475
	Iteration 45Q: 3 clusters Score -6833250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 53333 members 
Entering Unmasked Estep 
Score: -6833253.500000 Penalty: 3555.261475
	Iteration 46Q: 3 clusters Score -6833254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 53342 members 
Entering Unmasked Estep 
Score: -6833258.500000 Penalty: 3555.261475
	Iteration 47Q: 3 clusters Score -6833258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 53353 members 
Entering Unmasked Estep 
Score: -6833252.500000 Penalty: 3555.261475
	Iteration 48Q: 3 clusters Score -6833252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 53362 members 
Entering Unmasked Estep 
Score: -6833251.500000 Penalty: 3555.261475
	Iteration 49Q: 3 clusters Score -6833252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 53363 members 
Entering Unmasked Estep 
Score: -6833251.500000 Penalty: 3555.261475
	Iteration 50Q: 3 clusters Score -6833252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -6833247.000000 Penalty: 3555.261475
	Iteration 51Q: 3 clusters Score -6833247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 53367 members 
Entering Unmasked Estep 
Score: -6833241.000000 Penalty: 3555.261475
	Iteration 52Q: 3 clusters Score -6833241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 53369 members 
Entering Unmasked Estep 
Score: -6833252.500000 Penalty: 3555.261475
	Iteration 53Q: 3 clusters Score -6833252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 53369 members 
Entering Unmasked Estep 
Score: -6833252.500000 Penalty: 3555.261475
	Iteration 54F: 3 clusters Score -6833252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Entering Unmasked Estep 
Score: -1168146.000000 Penalty: 1485.932495
	Iteration 0F: 2 clusters Score -1168146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1161313.250000 Penalty: 2971.864990
	Iteration 0F: 3 clusters Score -1161313 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1163604.875000 Penalty: 2971.864990
	Iteration 1F: 3 clusters Score -1163605 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1164000.000000 Penalty: 2971.864990
	Iteration 2F: 3 clusters Score -1164000 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1164405.000000 Penalty: 2971.864990
	Iteration 3F: 3 clusters Score -1164405 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1164844.375000 Penalty: 2971.864990
	Iteration 4F: 3 clusters Score -1164844 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1165343.000000 Penalty: 2971.864990
	Iteration 5F: 3 clusters Score -1165343 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1165903.250000 Penalty: 2971.864990
	Iteration 6F: 3 clusters Score -1165903 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1166423.250000 Penalty: 2971.864990
	Iteration 7F: 3 clusters Score -1166423 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1166793.375000 Penalty: 2971.864990
	Iteration 8F: 3 clusters Score -1166793 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1167020.250000 Penalty: 2971.864990
	Iteration 9Q: 3 clusters Score -1167020 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1167156.000000 Penalty: 2971.864990
	Iteration 10Q: 3 clusters Score -1167156 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1167225.750000 Penalty: 2971.864990
	Iteration 11Q: 3 clusters Score -1167226 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1167277.500000 Penalty: 2971.864990
	Iteration 12Q: 3 clusters Score -1167278 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1167312.000000 Penalty: 2971.864990
	Iteration 13Q: 3 clusters Score -1167312 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1167341.000000 Penalty: 2971.864990
	Iteration 14Q: 3 clusters Score -1167341 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1167356.125000 Penalty: 2971.864990
	Iteration 15Q: 3 clusters Score -1167356 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1167370.875000 Penalty: 2971.864990
	Iteration 16Q: 3 clusters Score -1167371 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1167380.125000 Penalty: 2971.864990
	Iteration 17Q: 3 clusters Score -1167380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1167390.000000 Penalty: 2971.864990
	Iteration 18Q: 3 clusters Score -1167390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1167396.000000 Penalty: 2971.864990
	Iteration 19Q: 3 clusters Score -1167396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1167406.250000 Penalty: 2971.864990
	Iteration 20F: 3 clusters Score -1167406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1167416.375000 Penalty: 2971.864990
	Iteration 21Q: 3 clusters Score -1167416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1167429.500000 Penalty: 2971.864990
	Iteration 22Q: 3 clusters Score -1167430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1167438.500000 Penalty: 2971.864990
	Iteration 23Q: 3 clusters Score -1167438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1167447.375000 Penalty: 2971.864990
	Iteration 24Q: 3 clusters Score -1167447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1167448.625000 Penalty: 2971.864990
	Iteration 25Q: 3 clusters Score -1167449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1167449.500000 Penalty: 2971.864990
	Iteration 26Q: 3 clusters Score -1167450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1167454.250000 Penalty: 2971.864990
	Iteration 27Q: 3 clusters Score -1167454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1167459.000000 Penalty: 2971.864990
	Iteration 28Q: 3 clusters Score -1167459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1167461.500000 Penalty: 2971.864990
	Iteration 29Q: 3 clusters Score -1167462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1167465.875000 Penalty: 2971.864990
	Iteration 30Q: 3 clusters Score -1167466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1167467.125000 Penalty: 2971.864990
	Iteration 31Q: 3 clusters Score -1167467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1167467.625000 Penalty: 2971.864990
	Iteration 32Q: 3 clusters Score -1167468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1167468.000000 Penalty: 2971.864990
	Iteration 33Q: 3 clusters Score -1167468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1167468.250000 Penalty: 2971.864990
	Iteration 34Q: 3 clusters Score -1167468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1167467.375000 Penalty: 2971.864990
	Iteration 35Q: 3 clusters Score -1167467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1167467.375000 Penalty: 2971.864990
	Iteration 36F: 3 clusters Score -1167467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Entering Unmasked Estep 
Score: -303682.156250 Penalty: 1270.036743
	Iteration 0F: 2 clusters Score -303682.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -301247.812500 Penalty: 2540.073486
	Iteration 0F: 3 clusters Score -301247.8 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -301893.562500 Penalty: 2540.073486
	Iteration 1F: 3 clusters Score -301893.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -302242.312500 Penalty: 2540.073486
	Iteration 2F: 3 clusters Score -302242.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -302505.500000 Penalty: 2540.073486
	Iteration 3F: 3 clusters Score -302505.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -302782.500000 Penalty: 2540.073486
	Iteration 4F: 3 clusters Score -302782.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -302978.500000 Penalty: 2540.073486
	Iteration 5F: 3 clusters Score -302978.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -303139.406250 Penalty: 2540.073486
	Iteration 6F: 3 clusters Score -303139.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -303226.062500 Penalty: 2540.073486
	Iteration 7Q: 3 clusters Score -303226.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -303266.343750 Penalty: 2540.073486
	Iteration 8Q: 3 clusters Score -303266.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -303284.031250 Penalty: 2540.073486
	Iteration 9Q: 3 clusters Score -303284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -303305.468750 Penalty: 2540.073486
	Iteration 10Q: 3 clusters Score -303305.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -303322.906250 Penalty: 2540.073486
	Iteration 11Q: 3 clusters Score -303322.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -303346.656250 Penalty: 2540.073486
	Iteration 12Q: 3 clusters Score -303346.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -303370.812500 Penalty: 2540.073486
	Iteration 13Q: 3 clusters Score -303370.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -303393.375000 Penalty: 2540.073486
	Iteration 14Q: 3 clusters Score -303393.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -303409.406250 Penalty: 2540.073486
	Iteration 15Q: 3 clusters Score -303409.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -303423.343750 Penalty: 2540.073486
	Iteration 16Q: 3 clusters Score -303423.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -303441.656250 Penalty: 2540.073486
	Iteration 17Q: 3 clusters Score -303441.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -303448.843750 Penalty: 2540.073486
	Iteration 18Q: 3 clusters Score -303448.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -303454.968750 Penalty: 2540.073486
	Iteration 19Q: 3 clusters Score -303455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -303462.625000 Penalty: 2540.073486
	Iteration 20F: 3 clusters Score -303462.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -303464.218750 Penalty: 2540.073486
	Iteration 21Q: 3 clusters Score -303464.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -303470.375000 Penalty: 2540.073486
	Iteration 22Q: 3 clusters Score -303470.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -303476.875000 Penalty: 2540.073486
	Iteration 23Q: 3 clusters Score -303476.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -303483.125000 Penalty: 2540.073486
	Iteration 24Q: 3 clusters Score -303483.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -303486.687500 Penalty: 2540.073486
	Iteration 25Q: 3 clusters Score -303486.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -303491.125000 Penalty: 2540.073486
	Iteration 26Q: 3 clusters Score -303491.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -303495.656250 Penalty: 2540.073486
	Iteration 27Q: 3 clusters Score -303495.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -303496.812500 Penalty: 2540.073486
	Iteration 28Q: 3 clusters Score -303496.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -303497.281250 Penalty: 2540.073486
	Iteration 29Q: 3 clusters Score -303497.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -303498.812500 Penalty: 2540.073486
	Iteration 30Q: 3 clusters Score -303498.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -303498.937500 Penalty: 2540.073486
	Iteration 31Q: 3 clusters Score -303498.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -303498.937500 Penalty: 2540.073486
	Iteration 32F: 3 clusters Score -303498.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (107046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107046 members 
Entering Unmasked Estep 
Score: -13449096.000000 Penalty: 1881.914673
	Iteration 0F: 2 clusters Score -1.34491e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53531 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
Score: -13380528.000000 Penalty: 3763.829346
	Iteration 0F: 3 clusters Score -1.338053e+07 nChanged 51303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53744 members 
Mstep: Class 2 contains 53302 members 
Entering Unmasked Estep 
Score: -13411132.000000 Penalty: 3763.829346
	Iteration 1F: 3 clusters Score -1.341113e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54343 members 
Mstep: Class 2 contains 52703 members 
Entering Unmasked Estep 
Score: -13412623.000000 Penalty: 3763.829346
	Iteration 2Q: 3 clusters Score -1.341262e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55328 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
Score: -13414779.000000 Penalty: 3763.829346
	Iteration 3Q: 3 clusters Score -1.341478e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56865 members 
Mstep: Class 2 contains 50181 members 
Entering Unmasked Estep 
Score: -13417904.000000 Penalty: 3763.829346
	Iteration 4F: 3 clusters Score -1.34179e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58912 members 
Mstep: Class 2 contains 48134 members 
Entering Unmasked Estep 
Score: -13422251.000000 Penalty: 3763.829346
	Iteration 5F: 3 clusters Score -1.342225e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61346 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -13427498.000000 Penalty: 3763.829346
	Iteration 6F: 3 clusters Score -1.34275e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63623 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -13431893.000000 Penalty: 3763.829346
	Iteration 7F: 3 clusters Score -1.343189e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65709 members 
Mstep: Class 2 contains 41337 members 
Entering Unmasked Estep 
Score: -13434299.000000 Penalty: 3763.829346
	Iteration 8Q: 3 clusters Score -1.34343e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67913 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -13435311.000000 Penalty: 3763.829346
	Iteration 9Q: 3 clusters Score -1.343531e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70222 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -13435758.000000 Penalty: 3763.829346
	Iteration 10Q: 3 clusters Score -1.343576e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72699 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -13436187.000000 Penalty: 3763.829346
	Iteration 11Q: 3 clusters Score -1.343619e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75408 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -13436637.000000 Penalty: 3763.829346
	Iteration 12Q: 3 clusters Score -1.343664e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78403 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -13437150.000000 Penalty: 3763.829346
	Iteration 13Q: 3 clusters Score -1.343715e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81632 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -13437916.000000 Penalty: 3763.829346
	Iteration 14Q: 3 clusters Score -1.343792e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85009 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -13438776.000000 Penalty: 3763.829346
	Iteration 15Q: 3 clusters Score -1.343878e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88378 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -13439926.000000 Penalty: 3763.829346
	Iteration 16Q: 3 clusters Score -1.343993e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91758 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -13442018.000000 Penalty: 3763.829346
	Iteration 17Q: 3 clusters Score -1.344202e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94509 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -13443601.000000 Penalty: 3763.829346
	Iteration 18Q: 3 clusters Score -1.34436e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96716 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -13444744.000000 Penalty: 3763.829346
	Iteration 19Q: 3 clusters Score -1.344474e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98608 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -13445706.000000 Penalty: 3763.829346
	Iteration 20F: 3 clusters Score -1.344571e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100149 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -13446348.000000 Penalty: 3763.829346
	Iteration 21Q: 3 clusters Score -1.344635e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101402 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -13446813.000000 Penalty: 3763.829346
	Iteration 22Q: 3 clusters Score -1.344681e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102382 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -13447096.000000 Penalty: 3763.829346
	Iteration 23Q: 3 clusters Score -1.34471e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103127 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -13447223.000000 Penalty: 3763.829346
	Iteration 24Q: 3 clusters Score -1.344722e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103736 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -13447326.000000 Penalty: 3763.829346
	Iteration 25Q: 3 clusters Score -1.344733e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104199 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -13447361.000000 Penalty: 3763.829346
	Iteration 26Q: 3 clusters Score -1.344736e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104575 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -13447416.000000 Penalty: 3763.829346
	Iteration 27Q: 3 clusters Score -1.344742e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104852 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -13447459.000000 Penalty: 3763.829346
	Iteration 28Q: 3 clusters Score -1.344746e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105075 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -13447492.000000 Penalty: 3763.829346
	Iteration 29Q: 3 clusters Score -1.344749e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105269 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -13447524.000000 Penalty: 3763.829346
	Iteration 30Q: 3 clusters Score -1.344752e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105423 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -13447538.000000 Penalty: 3763.829346
	Iteration 31Q: 3 clusters Score -1.344754e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105541 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -13447571.000000 Penalty: 3763.829346
	Iteration 32Q: 3 clusters Score -1.344757e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105637 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -13447584.000000 Penalty: 3763.829346
	Iteration 33Q: 3 clusters Score -1.344758e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105703 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -13447617.000000 Penalty: 3763.829346
	Iteration 34Q: 3 clusters Score -1.344762e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105773 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -13447630.000000 Penalty: 3763.829346
	Iteration 35Q: 3 clusters Score -1.344763e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105832 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -13447656.000000 Penalty: 3763.829346
	Iteration 36Q: 3 clusters Score -1.344766e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105881 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -13447658.000000 Penalty: 3763.829346
	Iteration 37Q: 3 clusters Score -1.344766e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105918 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -13447657.000000 Penalty: 3763.829346
	Iteration 38Q: 3 clusters Score -1.344766e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105949 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -13447678.000000 Penalty: 3763.829346
	Iteration 39Q: 3 clusters Score -1.344768e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105976 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -13447680.000000 Penalty: 3763.829346
	Iteration 40F: 3 clusters Score -1.344768e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105999 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -13447682.000000 Penalty: 3763.829346
	Iteration 41Q: 3 clusters Score -1.344768e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106015 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -13447723.000000 Penalty: 3763.829346
	Iteration 42Q: 3 clusters Score -1.344772e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106029 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -13447721.000000 Penalty: 3763.829346
	Iteration 43Q: 3 clusters Score -1.344772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106035 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -13447737.000000 Penalty: 3763.829346
	Iteration 44Q: 3 clusters Score -1.344774e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106044 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -13447731.000000 Penalty: 3763.829346
	Iteration 45Q: 3 clusters Score -1.344773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106053 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -13447727.000000 Penalty: 3763.829346
	Iteration 46Q: 3 clusters Score -1.344773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106057 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -13447728.000000 Penalty: 3763.829346
	Iteration 47Q: 3 clusters Score -1.344773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106065 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -13447728.000000 Penalty: 3763.829346
	Iteration 48Q: 3 clusters Score -1.344773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106069 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -13447728.000000 Penalty: 3763.829346
	Iteration 49Q: 3 clusters Score -1.344773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106071 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -13447736.000000 Penalty: 3763.829346
	Iteration 50Q: 3 clusters Score -1.344774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106072 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -13447732.000000 Penalty: 3763.829346
	Iteration 51Q: 3 clusters Score -1.344773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106076 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -13447734.000000 Penalty: 3763.829346
	Iteration 52Q: 3 clusters Score -1.344773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106082 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -13447727.000000 Penalty: 3763.829346
	Iteration 53Q: 3 clusters Score -1.344773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106086 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -13447726.000000 Penalty: 3763.829346
	Iteration 54Q: 3 clusters Score -1.344773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106088 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -13447720.000000 Penalty: 3763.829346
	Iteration 55Q: 3 clusters Score -1.344772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106093 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -13447732.000000 Penalty: 3763.829346
	Iteration 56Q: 3 clusters Score -1.344773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106097 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -13447715.000000 Penalty: 3763.829346
	Iteration 57Q: 3 clusters Score -1.344772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106099 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -13447729.000000 Penalty: 3763.829346
	Iteration 58Q: 3 clusters Score -1.344773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106101 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -13447719.000000 Penalty: 3763.829346
	Iteration 59Q: 3 clusters Score -1.344772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106102 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -13447711.000000 Penalty: 3763.829346
	Iteration 60F: 3 clusters Score -1.344771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106104 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -13447716.000000 Penalty: 3763.829346
	Iteration 61Q: 3 clusters Score -1.344772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106106 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -13447713.000000 Penalty: 3763.829346
	Iteration 62Q: 3 clusters Score -1.344771e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106111 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -13447723.000000 Penalty: 3763.829346
	Iteration 63Q: 3 clusters Score -1.344772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106114 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -13447721.000000 Penalty: 3763.829346
	Iteration 64Q: 3 clusters Score -1.344772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106116 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -13447730.000000 Penalty: 3763.829346
	Iteration 65Q: 3 clusters Score -1.344773e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106116 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -13447730.000000 Penalty: 3763.829346
	Iteration 66F: 3 clusters Score -1.344773e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Entering Unmasked Estep 
Score: -418658.406250 Penalty: 1326.917725
	Iteration 0F: 2 clusters Score -418658.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -415636.812500 Penalty: 2653.835449
	Iteration 0F: 3 clusters Score -415636.8 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -416315.281250 Penalty: 2653.835449
	Iteration 1F: 3 clusters Score -416315.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -416441.250000 Penalty: 2653.835449
	Iteration 2F: 3 clusters Score -416441.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -416536.531250 Penalty: 2653.835449
	Iteration 3Q: 3 clusters Score -416536.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -416604.218750 Penalty: 2653.835449
	Iteration 4Q: 3 clusters Score -416604.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -416675.156250 Penalty: 2653.835449
	Iteration 5Q: 3 clusters Score -416675.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -416748.968750 Penalty: 2653.835449
	Iteration 6Q: 3 clusters Score -416749 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -416816.031250 Penalty: 2653.835449
	Iteration 7Q: 3 clusters Score -416816 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -416899.437500 Penalty: 2653.835449
	Iteration 8Q: 3 clusters Score -416899.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -416986.656250 Penalty: 2653.835449
	Iteration 9Q: 3 clusters Score -416986.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -417062.562500 Penalty: 2653.835449
	Iteration 10Q: 3 clusters Score -417062.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -417124.156250 Penalty: 2653.835449
	Iteration 11Q: 3 clusters Score -417124.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -417211.406250 Penalty: 2653.835449
	Iteration 12Q: 3 clusters Score -417211.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -417285.500000 Penalty: 2653.835449
	Iteration 13Q: 3 clusters Score -417285.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -417343.281250 Penalty: 2653.835449
	Iteration 14Q: 3 clusters Score -417343.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -417382.781250 Penalty: 2653.835449
	Iteration 15Q: 3 clusters Score -417382.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -417412.718750 Penalty: 2653.835449
	Iteration 16Q: 3 clusters Score -417412.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -417441.625000 Penalty: 2653.835449
	Iteration 17Q: 3 clusters Score -417441.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -417463.156250 Penalty: 2653.835449
	Iteration 18Q: 3 clusters Score -417463.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -417481.937500 Penalty: 2653.835449
	Iteration 19Q: 3 clusters Score -417481.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -417499.218750 Penalty: 2653.835449
	Iteration 20F: 3 clusters Score -417499.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -417518.968750 Penalty: 2653.835449
	Iteration 21Q: 3 clusters Score -417519 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -417537.343750 Penalty: 2653.835449
	Iteration 22Q: 3 clusters Score -417537.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -417558.281250 Penalty: 2653.835449
	Iteration 23Q: 3 clusters Score -417558.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -417575.343750 Penalty: 2653.835449
	Iteration 24Q: 3 clusters Score -417575.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -417587.187500 Penalty: 2653.835449
	Iteration 25Q: 3 clusters Score -417587.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -417605.562500 Penalty: 2653.835449
	Iteration 26Q: 3 clusters Score -417605.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -417621.968750 Penalty: 2653.835449
	Iteration 27Q: 3 clusters Score -417622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -417637.593750 Penalty: 2653.835449
	Iteration 28Q: 3 clusters Score -417637.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -417652.281250 Penalty: 2653.835449
	Iteration 29Q: 3 clusters Score -417652.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -417661.312500 Penalty: 2653.835449
	Iteration 30Q: 3 clusters Score -417661.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -417668.875000 Penalty: 2653.835449
	Iteration 31Q: 3 clusters Score -417668.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -417683.593750 Penalty: 2653.835449
	Iteration 32Q: 3 clusters Score -417683.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -417690.281250 Penalty: 2653.835449
	Iteration 33Q: 3 clusters Score -417690.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -417691.875000 Penalty: 2653.835449
	Iteration 34Q: 3 clusters Score -417691.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -417693.687500 Penalty: 2653.835449
	Iteration 35Q: 3 clusters Score -417693.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -417696.093750 Penalty: 2653.835449
	Iteration 36Q: 3 clusters Score -417696.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -417696.093750 Penalty: 2653.835449
	Iteration 37F: 3 clusters Score -417696.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -1226709.250000 Penalty: 1492.349365
	Iteration 0F: 2 clusters Score -1226709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1219759.000000 Penalty: 2984.698730
	Iteration 0F: 3 clusters Score -1219759 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1221991.625000 Penalty: 2984.698730
	Iteration 1F: 3 clusters Score -1221992 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1222367.625000 Penalty: 2984.698730
	Iteration 2F: 3 clusters Score -1222368 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1222734.875000 Penalty: 2984.698730
	Iteration 3F: 3 clusters Score -1222735 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1223106.625000 Penalty: 2984.698730
	Iteration 4F: 3 clusters Score -1223107 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1223560.750000 Penalty: 2984.698730
	Iteration 5F: 3 clusters Score -1223561 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1224026.375000 Penalty: 2984.698730
	Iteration 6F: 3 clusters Score -1224026 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1224473.750000 Penalty: 2984.698730
	Iteration 7F: 3 clusters Score -1224474 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1224855.375000 Penalty: 2984.698730
	Iteration 8Q: 3 clusters Score -1224855 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1225114.625000 Penalty: 2984.698730
	Iteration 9Q: 3 clusters Score -1225115 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1225282.500000 Penalty: 2984.698730
	Iteration 10Q: 3 clusters Score -1225282 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1225389.000000 Penalty: 2984.698730
	Iteration 11Q: 3 clusters Score -1225389 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1225458.625000 Penalty: 2984.698730
	Iteration 12Q: 3 clusters Score -1225459 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1225508.750000 Penalty: 2984.698730
	Iteration 13Q: 3 clusters Score -1225509 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1225543.250000 Penalty: 2984.698730
	Iteration 14Q: 3 clusters Score -1225543 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1225578.625000 Penalty: 2984.698730
	Iteration 15Q: 3 clusters Score -1225579 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1225603.500000 Penalty: 2984.698730
	Iteration 16Q: 3 clusters Score -1225604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1225619.250000 Penalty: 2984.698730
	Iteration 17Q: 3 clusters Score -1225619 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1225638.375000 Penalty: 2984.698730
	Iteration 18Q: 3 clusters Score -1225638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1225647.375000 Penalty: 2984.698730
	Iteration 19Q: 3 clusters Score -1225647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1225656.750000 Penalty: 2984.698730
	Iteration 20F: 3 clusters Score -1225657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1225668.000000 Penalty: 2984.698730
	Iteration 21Q: 3 clusters Score -1225668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1225675.625000 Penalty: 2984.698730
	Iteration 22Q: 3 clusters Score -1225676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1225677.000000 Penalty: 2984.698730
	Iteration 23Q: 3 clusters Score -1225677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1225675.625000 Penalty: 2984.698730
	Iteration 24Q: 3 clusters Score -1225676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1225678.625000 Penalty: 2984.698730
	Iteration 25Q: 3 clusters Score -1225679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1225680.625000 Penalty: 2984.698730
	Iteration 26Q: 3 clusters Score -1225681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1225684.375000 Penalty: 2984.698730
	Iteration 27Q: 3 clusters Score -1225684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1225684.500000 Penalty: 2984.698730
	Iteration 28Q: 3 clusters Score -1225684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1225686.625000 Penalty: 2984.698730
	Iteration 29Q: 3 clusters Score -1225687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1225691.500000 Penalty: 2984.698730
	Iteration 30Q: 3 clusters Score -1225692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1225693.125000 Penalty: 2984.698730
	Iteration 31Q: 3 clusters Score -1225693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1225693.125000 Penalty: 2984.698730
	Iteration 32F: 3 clusters Score -1225693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (55021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55021 members 
Entering Unmasked Estep 
Score: -6992566.500000 Penalty: 1773.763916
	Iteration 0F: 2 clusters Score -6992566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -6956199.000000 Penalty: 3547.527832
	Iteration 0F: 3 clusters Score -6956199 nChanged 25791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -6971028.000000 Penalty: 3547.527832
	Iteration 1F: 3 clusters Score -6971028 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -6971875.000000 Penalty: 3547.527832
	Iteration 2Q: 3 clusters Score -6971875 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -6973141.000000 Penalty: 3547.527832
	Iteration 3F: 3 clusters Score -6973141 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -6975328.000000 Penalty: 3547.527832
	Iteration 4F: 3 clusters Score -6975328 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -6979025.500000 Penalty: 3547.527832
	Iteration 5F: 3 clusters Score -6979026 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -6983993.500000 Penalty: 3547.527832
	Iteration 6F: 3 clusters Score -6983994 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 51896 members 
Entering Unmasked Estep 
Score: -6988132.500000 Penalty: 3547.527832
	Iteration 7F: 3 clusters Score -6988132 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 53924 members 
Entering Unmasked Estep 
Score: -6990039.500000 Penalty: 3547.527832
	Iteration 8Q: 3 clusters Score -6990040 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -6990675.500000 Penalty: 3547.527832
	Iteration 9Q: 3 clusters Score -6990676 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 54810 members 
Entering Unmasked Estep 
Score: -6990881.500000 Penalty: 3547.527832
	Iteration 10Q: 3 clusters Score -6990882 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 54850 members 
Entering Unmasked Estep 
Score: -6990932.500000 Penalty: 3547.527832
	Iteration 11Q: 3 clusters Score -6990932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 54865 members 
Entering Unmasked Estep 
Score: -6990964.500000 Penalty: 3547.527832
	Iteration 12Q: 3 clusters Score -6990964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 54873 members 
Entering Unmasked Estep 
Score: -6990985.500000 Penalty: 3547.527832
	Iteration 13Q: 3 clusters Score -6990986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 54880 members 
Entering Unmasked Estep 
Score: -6990987.500000 Penalty: 3547.527832
	Iteration 14Q: 3 clusters Score -6990988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 54879 members 
Entering Unmasked Estep 
Score: -6990992.500000 Penalty: 3547.527832
	Iteration 15Q: 3 clusters Score -6990992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 54879 members 
Entering Unmasked Estep 
Score: -6990988.500000 Penalty: 3547.527832
	Iteration 16Q: 3 clusters Score -6990988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 54879 members 
Entering Unmasked Estep 
Score: -6990988.500000 Penalty: 3547.527832
	Iteration 17F: 3 clusters Score -6990988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Entering Unmasked Estep 
Score: -837607.500000 Penalty: 1431.966187
	Iteration 0F: 2 clusters Score -837607.5 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 3331 members 
Entering Unmasked Estep 
Score: -832515.187500 Penalty: 2863.932373
	Iteration 0F: 3 clusters Score -832515.2 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -834104.625000 Penalty: 2863.932373
	Iteration 1F: 3 clusters Score -834104.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -834330.000000 Penalty: 2863.932373
	Iteration 2F: 3 clusters Score -834330 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -834584.687500 Penalty: 2863.932373
	Iteration 3F: 3 clusters Score -834584.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -834923.875000 Penalty: 2863.932373
	Iteration 4Q: 3 clusters Score -834923.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -835267.937500 Penalty: 2863.932373
	Iteration 5F: 3 clusters Score -835267.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -835536.625000 Penalty: 2863.932373
	Iteration 6F: 3 clusters Score -835536.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -835737.687500 Penalty: 2863.932373
	Iteration 7F: 3 clusters Score -835737.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -835902.000000 Penalty: 2863.932373
	Iteration 8Q: 3 clusters Score -835902 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -836072.375000 Penalty: 2863.932373
	Iteration 9Q: 3 clusters Score -836072.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -836233.125000 Penalty: 2863.932373
	Iteration 10Q: 3 clusters Score -836233.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -836392.687500 Penalty: 2863.932373
	Iteration 11Q: 3 clusters Score -836392.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -836555.750000 Penalty: 2863.932373
	Iteration 12Q: 3 clusters Score -836555.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -836727.812500 Penalty: 2863.932373
	Iteration 13Q: 3 clusters Score -836727.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -836909.312500 Penalty: 2863.932373
	Iteration 14Q: 3 clusters Score -836909.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -837076.500000 Penalty: 2863.932373
	Iteration 15Q: 3 clusters Score -837076.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -837187.937500 Penalty: 2863.932373
	Iteration 16Q: 3 clusters Score -837187.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -837232.062500 Penalty: 2863.932373
	Iteration 17Q: 3 clusters Score -837232.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -837250.375000 Penalty: 2863.932373
	Iteration 18Q: 3 clusters Score -837250.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -837262.312500 Penalty: 2863.932373
	Iteration 19Q: 3 clusters Score -837262.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -837271.250000 Penalty: 2863.932373
	Iteration 20F: 3 clusters Score -837271.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -837280.562500 Penalty: 2863.932373
	Iteration 21Q: 3 clusters Score -837280.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -837282.875000 Penalty: 2863.932373
	Iteration 22Q: 3 clusters Score -837282.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -837286.062500 Penalty: 2863.932373
	Iteration 23Q: 3 clusters Score -837286.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -837287.250000 Penalty: 2863.932373
	Iteration 24Q: 3 clusters Score -837287.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -837287.250000 Penalty: 2863.932373
	Iteration 25F: 3 clusters Score -837287.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Entering Unmasked Estep 
Score: -65033.269531 Penalty: 1046.912720
	Iteration 0F: 2 clusters Score -65033.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -63931.304688 Penalty: 2093.825439
	Iteration 0F: 3 clusters Score -63931.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -64197.367188 Penalty: 2093.825439
	Iteration 1F: 3 clusters Score -64197.37 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -64348.480469 Penalty: 2093.825439
	Iteration 2F: 3 clusters Score -64348.48 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -64456.710938 Penalty: 2093.825439
	Iteration 3F: 3 clusters Score -64456.71 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -64591.550781 Penalty: 2093.825439
	Iteration 4F: 3 clusters Score -64591.55 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -64700.742188 Penalty: 2093.825439
	Iteration 5F: 3 clusters Score -64700.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -64761.878906 Penalty: 2093.825439
	Iteration 6Q: 3 clusters Score -64761.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -64801.929688 Penalty: 2093.825439
	Iteration 7Q: 3 clusters Score -64801.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -64837.511719 Penalty: 2093.825439
	Iteration 8Q: 3 clusters Score -64837.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -64845.539062 Penalty: 2093.825439
	Iteration 9Q: 3 clusters Score -64845.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -64849.332031 Penalty: 2093.825439
	Iteration 10Q: 3 clusters Score -64849.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -64857.855469 Penalty: 2093.825439
	Iteration 11Q: 3 clusters Score -64857.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -64861.781250 Penalty: 2093.825439
	Iteration 12Q: 3 clusters Score -64861.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -64866.968750 Penalty: 2093.825439
	Iteration 13Q: 3 clusters Score -64866.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -64867.835938 Penalty: 2093.825439
	Iteration 14Q: 3 clusters Score -64867.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -64867.835938 Penalty: 2093.825439
	Iteration 15F: 3 clusters Score -64867.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (63430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63430 members 
Entering Unmasked Estep 
Score: -7887829.000000 Penalty: 1796.875000
	Iteration 0F: 2 clusters Score -7887829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -7845593.500000 Penalty: 3593.750000
	Iteration 0F: 3 clusters Score -7845594 nChanged 29843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -7862649.000000 Penalty: 3593.750000
	Iteration 1F: 3 clusters Score -7862649 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -7863668.000000 Penalty: 3593.750000
	Iteration 2Q: 3 clusters Score -7863668 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -7865021.000000 Penalty: 3593.750000
	Iteration 3Q: 3 clusters Score -7865021 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -7867097.000000 Penalty: 3593.750000
	Iteration 4F: 3 clusters Score -7867097 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -7869910.500000 Penalty: 3593.750000
	Iteration 5F: 3 clusters Score -7869910 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -7873573.000000 Penalty: 3593.750000
	Iteration 6F: 3 clusters Score -7873573 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -7877291.000000 Penalty: 3593.750000
	Iteration 7F: 3 clusters Score -7877291 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 48731 members 
Entering Unmasked Estep 
Score: -7880244.000000 Penalty: 3593.750000
	Iteration 8F: 3 clusters Score -7880244 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 50509 members 
Entering Unmasked Estep 
Score: -7882199.500000 Penalty: 3593.750000
	Iteration 9Q: 3 clusters Score -7882200 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 51833 members 
Entering Unmasked Estep 
Score: -7883297.500000 Penalty: 3593.750000
	Iteration 10Q: 3 clusters Score -7883298 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 52890 members 
Entering Unmasked Estep 
Score: -7883897.500000 Penalty: 3593.750000
	Iteration 11Q: 3 clusters Score -7883898 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 53779 members 
Entering Unmasked Estep 
Score: -7884285.500000 Penalty: 3593.750000
	Iteration 12Q: 3 clusters Score -7884286 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 54519 members 
Entering Unmasked Estep 
Score: -7884613.500000 Penalty: 3593.750000
	Iteration 13Q: 3 clusters Score -7884614 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 55175 members 
Entering Unmasked Estep 
Score: -7884880.500000 Penalty: 3593.750000
	Iteration 14Q: 3 clusters Score -7884880 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 55770 members 
Entering Unmasked Estep 
Score: -7885086.500000 Penalty: 3593.750000
	Iteration 15Q: 3 clusters Score -7885086 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 56305 members 
Entering Unmasked Estep 
Score: -7885308.500000 Penalty: 3593.750000
	Iteration 16Q: 3 clusters Score -7885308 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 56818 members 
Entering Unmasked Estep 
Score: -7885477.000000 Penalty: 3593.750000
	Iteration 17Q: 3 clusters Score -7885477 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 57272 members 
Entering Unmasked Estep 
Score: -7885620.500000 Penalty: 3593.750000
	Iteration 18Q: 3 clusters Score -7885620 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 57665 members 
Entering Unmasked Estep 
Score: -7885747.500000 Penalty: 3593.750000
	Iteration 19Q: 3 clusters Score -7885748 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 58078 members 
Entering Unmasked Estep 
Score: -7885859.500000 Penalty: 3593.750000
	Iteration 20F: 3 clusters Score -7885860 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 58443 members 
Entering Unmasked Estep 
Score: -7885968.000000 Penalty: 3593.750000
	Iteration 21Q: 3 clusters Score -7885968 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 58762 members 
Entering Unmasked Estep 
Score: -7886059.500000 Penalty: 3593.750000
	Iteration 22Q: 3 clusters Score -7886060 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 59049 members 
Entering Unmasked Estep 
Score: -7886150.000000 Penalty: 3593.750000
	Iteration 23Q: 3 clusters Score -7886150 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 59314 members 
Entering Unmasked Estep 
Score: -7886251.500000 Penalty: 3593.750000
	Iteration 24Q: 3 clusters Score -7886252 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 59529 members 
Entering Unmasked Estep 
Score: -7886331.500000 Penalty: 3593.750000
	Iteration 25Q: 3 clusters Score -7886332 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 59736 members 
Entering Unmasked Estep 
Score: -7886407.000000 Penalty: 3593.750000
	Iteration 26Q: 3 clusters Score -7886407 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 59904 members 
Entering Unmasked Estep 
Score: -7886424.500000 Penalty: 3593.750000
	Iteration 27Q: 3 clusters Score -7886424 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 60044 members 
Entering Unmasked Estep 
Score: -7886486.500000 Penalty: 3593.750000
	Iteration 28Q: 3 clusters Score -7886486 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 60165 members 
Entering Unmasked Estep 
Score: -7886490.500000 Penalty: 3593.750000
	Iteration 29Q: 3 clusters Score -7886490 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 60275 members 
Entering Unmasked Estep 
Score: -7886518.000000 Penalty: 3593.750000
	Iteration 30Q: 3 clusters Score -7886518 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 60369 members 
Entering Unmasked Estep 
Score: -7886521.500000 Penalty: 3593.750000
	Iteration 31Q: 3 clusters Score -7886522 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 60446 members 
Entering Unmasked Estep 
Score: -7886542.000000 Penalty: 3593.750000
	Iteration 32Q: 3 clusters Score -7886542 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 60513 members 
Entering Unmasked Estep 
Score: -7886546.000000 Penalty: 3593.750000
	Iteration 33Q: 3 clusters Score -7886546 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 60575 members 
Entering Unmasked Estep 
Score: -7886556.500000 Penalty: 3593.750000
	Iteration 34Q: 3 clusters Score -7886556 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 60631 members 
Entering Unmasked Estep 
Score: -7886565.500000 Penalty: 3593.750000
	Iteration 35Q: 3 clusters Score -7886566 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 60681 members 
Entering Unmasked Estep 
Score: -7886572.500000 Penalty: 3593.750000
	Iteration 36Q: 3 clusters Score -7886572 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 60719 members 
Entering Unmasked Estep 
Score: -7886580.500000 Penalty: 3593.750000
	Iteration 37Q: 3 clusters Score -7886580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 60750 members 
Entering Unmasked Estep 
Score: -7886572.500000 Penalty: 3593.750000
	Iteration 38Q: 3 clusters Score -7886572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 60789 members 
Entering Unmasked Estep 
Score: -7886574.500000 Penalty: 3593.750000
	Iteration 39Q: 3 clusters Score -7886574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 60820 members 
Entering Unmasked Estep 
Score: -7886590.000000 Penalty: 3593.750000
	Iteration 40F: 3 clusters Score -7886590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 60844 members 
Entering Unmasked Estep 
Score: -7886601.000000 Penalty: 3593.750000
	Iteration 41Q: 3 clusters Score -7886601 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 60866 members 
Entering Unmasked Estep 
Score: -7886600.000000 Penalty: 3593.750000
	Iteration 42Q: 3 clusters Score -7886600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 60883 members 
Entering Unmasked Estep 
Score: -7886610.000000 Penalty: 3593.750000
	Iteration 43Q: 3 clusters Score -7886610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 60900 members 
Entering Unmasked Estep 
Score: -7886611.500000 Penalty: 3593.750000
	Iteration 44Q: 3 clusters Score -7886612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 60918 members 
Entering Unmasked Estep 
Score: -7886624.500000 Penalty: 3593.750000
	Iteration 45Q: 3 clusters Score -7886624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 60937 members 
Entering Unmasked Estep 
Score: -7886624.500000 Penalty: 3593.750000
	Iteration 46Q: 3 clusters Score -7886624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 60955 members 
Entering Unmasked Estep 
Score: -7886619.500000 Penalty: 3593.750000
	Iteration 47Q: 3 clusters Score -7886620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 60969 members 
Entering Unmasked Estep 
Score: -7886616.500000 Penalty: 3593.750000
	Iteration 48Q: 3 clusters Score -7886616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 60982 members 
Entering Unmasked Estep 
Score: -7886618.000000 Penalty: 3593.750000
	Iteration 49Q: 3 clusters Score -7886618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 60989 members 
Entering Unmasked Estep 
Score: -7886626.000000 Penalty: 3593.750000
	Iteration 50Q: 3 clusters Score -7886626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 60998 members 
Entering Unmasked Estep 
Score: -7886616.000000 Penalty: 3593.750000
	Iteration 51Q: 3 clusters Score -7886616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 61005 members 
Entering Unmasked Estep 
Score: -7886617.000000 Penalty: 3593.750000
	Iteration 52Q: 3 clusters Score -7886617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 61011 members 
Entering Unmasked Estep 
Score: -7886631.000000 Penalty: 3593.750000
	Iteration 53Q: 3 clusters Score -7886631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 61021 members 
Entering Unmasked Estep 
Score: -7886632.500000 Penalty: 3593.750000
	Iteration 54Q: 3 clusters Score -7886632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 61025 members 
Entering Unmasked Estep 
Score: -7886629.000000 Penalty: 3593.750000
	Iteration 55Q: 3 clusters Score -7886629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 61029 members 
Entering Unmasked Estep 
Score: -7886624.000000 Penalty: 3593.750000
	Iteration 56Q: 3 clusters Score -7886624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 61038 members 
Entering Unmasked Estep 
Score: -7886627.000000 Penalty: 3593.750000
	Iteration 57Q: 3 clusters Score -7886627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 61042 members 
Entering Unmasked Estep 
Score: -7886632.000000 Penalty: 3593.750000
	Iteration 58Q: 3 clusters Score -7886632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 61046 members 
Entering Unmasked Estep 
Score: -7886639.000000 Penalty: 3593.750000
	Iteration 59Q: 3 clusters Score -7886639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 61052 members 
Entering Unmasked Estep 
Score: -7886627.500000 Penalty: 3593.750000
	Iteration 60F: 3 clusters Score -7886628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 61052 members 
Entering Unmasked Estep 
Score: -7886630.000000 Penalty: 3593.750000
	Iteration 61Q: 3 clusters Score -7886630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 61054 members 
Entering Unmasked Estep 
Score: -7886627.000000 Penalty: 3593.750000
	Iteration 62Q: 3 clusters Score -7886627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 61056 members 
Entering Unmasked Estep 
Score: -7886623.500000 Penalty: 3593.750000
	Iteration 63Q: 3 clusters Score -7886624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 61060 members 
Entering Unmasked Estep 
Score: -7886625.500000 Penalty: 3593.750000
	Iteration 64Q: 3 clusters Score -7886626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 61063 members 
Entering Unmasked Estep 
Score: -7886618.500000 Penalty: 3593.750000
	Iteration 65Q: 3 clusters Score -7886618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 61067 members 
Entering Unmasked Estep 
Score: -7886616.000000 Penalty: 3593.750000
	Iteration 66Q: 3 clusters Score -7886616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 61073 members 
Entering Unmasked Estep 
Score: -7886620.500000 Penalty: 3593.750000
	Iteration 67Q: 3 clusters Score -7886620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 61077 members 
Entering Unmasked Estep 
Score: -7886617.500000 Penalty: 3593.750000
	Iteration 68Q: 3 clusters Score -7886618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 61080 members 
Entering Unmasked Estep 
Score: -7886618.000000 Penalty: 3593.750000
	Iteration 69Q: 3 clusters Score -7886618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 61084 members 
Entering Unmasked Estep 
Score: -7886621.500000 Penalty: 3593.750000
	Iteration 70Q: 3 clusters Score -7886622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 61087 members 
Entering Unmasked Estep 
Score: -7886614.500000 Penalty: 3593.750000
	Iteration 71Q: 3 clusters Score -7886614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 61089 members 
Entering Unmasked Estep 
Score: -7886615.000000 Penalty: 3593.750000
	Iteration 72Q: 3 clusters Score -7886615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 61090 members 
Entering Unmasked Estep 
Score: -7886616.000000 Penalty: 3593.750000
	Iteration 73Q: 3 clusters Score -7886616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 61090 members 
Entering Unmasked Estep 
Score: -7886616.000000 Penalty: 3593.750000
	Iteration 74F: 3 clusters Score -7886616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (97578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97578 members 
Entering Unmasked Estep 
Score: -12236239.000000 Penalty: 1866.866211
	Iteration 0F: 2 clusters Score -1.223624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49126 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
Score: -12172412.000000 Penalty: 3733.732422
	Iteration 0F: 3 clusters Score -1.217241e+07 nChanged 46496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54294 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -12199533.000000 Penalty: 3733.732422
	Iteration 1F: 3 clusters Score -1.219953e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57456 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -12201152.000000 Penalty: 3733.732422
	Iteration 2Q: 3 clusters Score -1.220115e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62152 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -12203989.000000 Penalty: 3733.732422
	Iteration 3F: 3 clusters Score -1.220399e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68629 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -12208383.000000 Penalty: 3733.732422
	Iteration 4F: 3 clusters Score -1.220838e+07 nChanged 8386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76841 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -12215733.000000 Penalty: 3733.732422
	Iteration 5F: 3 clusters Score -1.221573e+07 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85150 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -12224051.000000 Penalty: 3733.732422
	Iteration 6F: 3 clusters Score -1.222405e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91356 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -12230709.000000 Penalty: 3733.732422
	Iteration 7F: 3 clusters Score -1.223071e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94596 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -12233824.000000 Penalty: 3733.732422
	Iteration 8Q: 3 clusters Score -1.223382e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95926 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -12234766.000000 Penalty: 3733.732422
	Iteration 9Q: 3 clusters Score -1.223477e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96421 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -12234956.000000 Penalty: 3733.732422
	Iteration 10Q: 3 clusters Score -1.223496e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96625 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -12235099.000000 Penalty: 3733.732422
	Iteration 11Q: 3 clusters Score -1.22351e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96736 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -12235166.000000 Penalty: 3733.732422
	Iteration 12Q: 3 clusters Score -1.223517e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96780 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -12235230.000000 Penalty: 3733.732422
	Iteration 13Q: 3 clusters Score -1.223523e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96802 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -12235269.000000 Penalty: 3733.732422
	Iteration 14Q: 3 clusters Score -1.223527e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96814 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -12235289.000000 Penalty: 3733.732422
	Iteration 15Q: 3 clusters Score -1.223529e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96818 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -12235309.000000 Penalty: 3733.732422
	Iteration 16Q: 3 clusters Score -1.223531e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96827 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -12235342.000000 Penalty: 3733.732422
	Iteration 17Q: 3 clusters Score -1.223534e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96831 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -12235369.000000 Penalty: 3733.732422
	Iteration 18Q: 3 clusters Score -1.223537e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96830 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -12235381.000000 Penalty: 3733.732422
	Iteration 19Q: 3 clusters Score -1.223538e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96833 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -12235391.000000 Penalty: 3733.732422
	Iteration 20F: 3 clusters Score -1.223539e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96836 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -12235401.000000 Penalty: 3733.732422
	Iteration 21Q: 3 clusters Score -1.22354e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96834 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -12235405.000000 Penalty: 3733.732422
	Iteration 22Q: 3 clusters Score -1.22354e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96827 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -12235418.000000 Penalty: 3733.732422
	Iteration 23Q: 3 clusters Score -1.223542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96824 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -12235417.000000 Penalty: 3733.732422
	Iteration 24Q: 3 clusters Score -1.223542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96822 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -12235424.000000 Penalty: 3733.732422
	Iteration 25Q: 3 clusters Score -1.223542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96826 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -12235425.000000 Penalty: 3733.732422
	Iteration 26Q: 3 clusters Score -1.223542e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96824 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -12235436.000000 Penalty: 3733.732422
	Iteration 27Q: 3 clusters Score -1.223544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96829 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -12235429.000000 Penalty: 3733.732422
	Iteration 28Q: 3 clusters Score -1.223543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96831 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -12235431.000000 Penalty: 3733.732422
	Iteration 29Q: 3 clusters Score -1.223543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96832 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -12235445.000000 Penalty: 3733.732422
	Iteration 30Q: 3 clusters Score -1.223544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96830 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -12235443.000000 Penalty: 3733.732422
	Iteration 31Q: 3 clusters Score -1.223544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96827 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -12235433.000000 Penalty: 3733.732422
	Iteration 32Q: 3 clusters Score -1.223543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96826 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -12235435.000000 Penalty: 3733.732422
	Iteration 33Q: 3 clusters Score -1.223544e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96828 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -12235433.000000 Penalty: 3733.732422
	Iteration 34Q: 3 clusters Score -1.223543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96833 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -12235432.000000 Penalty: 3733.732422
	Iteration 35Q: 3 clusters Score -1.223543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96839 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -12235438.000000 Penalty: 3733.732422
	Iteration 36Q: 3 clusters Score -1.223544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96842 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -12235426.000000 Penalty: 3733.732422
	Iteration 37Q: 3 clusters Score -1.223543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96842 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -12235430.000000 Penalty: 3733.732422
	Iteration 38Q: 3 clusters Score -1.223543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96840 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -12235422.000000 Penalty: 3733.732422
	Iteration 39Q: 3 clusters Score -1.223542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96837 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -12235430.000000 Penalty: 3733.732422
	Iteration 40F: 3 clusters Score -1.223543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96835 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -12235423.000000 Penalty: 3733.732422
	Iteration 41Q: 3 clusters Score -1.223542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96835 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -12235423.000000 Penalty: 3733.732422
	Iteration 42F: 3 clusters Score -1.223542e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (68372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68372 members 
Entering Unmasked Estep 
Score: -8665642.000000 Penalty: 1809.066895
	Iteration 0F: 2 clusters Score -8665642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -8619934.000000 Penalty: 3618.133789
	Iteration 0F: 3 clusters Score -8619934 nChanged 32437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -8638729.000000 Penalty: 3618.133789
	Iteration 1F: 3 clusters Score -8638729 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -8639420.000000 Penalty: 3618.133789
	Iteration 2Q: 3 clusters Score -8639420 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -8640360.000000 Penalty: 3618.133789
	Iteration 3Q: 3 clusters Score -8640360 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -8641424.000000 Penalty: 3618.133789
	Iteration 4Q: 3 clusters Score -8641424 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -8643054.000000 Penalty: 3618.133789
	Iteration 5Q: 3 clusters Score -8643054 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -8645366.000000 Penalty: 3618.133789
	Iteration 6F: 3 clusters Score -8645366 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -8648338.000000 Penalty: 3618.133789
	Iteration 7F: 3 clusters Score -8648338 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -8651507.000000 Penalty: 3618.133789
	Iteration 8F: 3 clusters Score -8651507 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 47143 members 
Entering Unmasked Estep 
Score: -8654109.000000 Penalty: 3618.133789
	Iteration 9F: 3 clusters Score -8654109 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 48395 members 
Entering Unmasked Estep 
Score: -8655724.000000 Penalty: 3618.133789
	Iteration 10Q: 3 clusters Score -8655724 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 49386 members 
Entering Unmasked Estep 
Score: -8656486.000000 Penalty: 3618.133789
	Iteration 11Q: 3 clusters Score -8656486 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 50250 members 
Entering Unmasked Estep 
Score: -8656880.000000 Penalty: 3618.133789
	Iteration 12Q: 3 clusters Score -8656880 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 51088 members 
Entering Unmasked Estep 
Score: -8657191.000000 Penalty: 3618.133789
	Iteration 13Q: 3 clusters Score -8657191 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
Score: -8657454.000000 Penalty: 3618.133789
	Iteration 14Q: 3 clusters Score -8657454 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 52844 members 
Entering Unmasked Estep 
Score: -8657761.000000 Penalty: 3618.133789
	Iteration 15Q: 3 clusters Score -8657761 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 53713 members 
Entering Unmasked Estep 
Score: -8658023.000000 Penalty: 3618.133789
	Iteration 16Q: 3 clusters Score -8658023 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 54567 members 
Entering Unmasked Estep 
Score: -8658323.000000 Penalty: 3618.133789
	Iteration 17Q: 3 clusters Score -8658323 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 55440 members 
Entering Unmasked Estep 
Score: -8658655.000000 Penalty: 3618.133789
	Iteration 18Q: 3 clusters Score -8658655 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 56337 members 
Entering Unmasked Estep 
Score: -8658987.000000 Penalty: 3618.133789
	Iteration 19Q: 3 clusters Score -8658987 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 57203 members 
Entering Unmasked Estep 
Score: -8659309.000000 Penalty: 3618.133789
	Iteration 20F: 3 clusters Score -8659309 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 58084 members 
Entering Unmasked Estep 
Score: -8659618.000000 Penalty: 3618.133789
	Iteration 21Q: 3 clusters Score -8659618 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 58892 members 
Entering Unmasked Estep 
Score: -8659914.000000 Penalty: 3618.133789
	Iteration 22Q: 3 clusters Score -8659914 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 59727 members 
Entering Unmasked Estep 
Score: -8660260.000000 Penalty: 3618.133789
	Iteration 23Q: 3 clusters Score -8660260 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 60588 members 
Entering Unmasked Estep 
Score: -8660600.000000 Penalty: 3618.133789
	Iteration 24Q: 3 clusters Score -8660600 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 61448 members 
Entering Unmasked Estep 
Score: -8660972.000000 Penalty: 3618.133789
	Iteration 25Q: 3 clusters Score -8660972 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 62295 members 
Entering Unmasked Estep 
Score: -8661306.000000 Penalty: 3618.133789
	Iteration 26Q: 3 clusters Score -8661306 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 63110 members 
Entering Unmasked Estep 
Score: -8661700.000000 Penalty: 3618.133789
	Iteration 27Q: 3 clusters Score -8661700 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 63861 members 
Entering Unmasked Estep 
Score: -8662106.000000 Penalty: 3618.133789
	Iteration 28Q: 3 clusters Score -8662106 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 64571 members 
Entering Unmasked Estep 
Score: -8662517.000000 Penalty: 3618.133789
	Iteration 29Q: 3 clusters Score -8662517 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 65196 members 
Entering Unmasked Estep 
Score: -8662881.000000 Penalty: 3618.133789
	Iteration 30Q: 3 clusters Score -8662881 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 65725 members 
Entering Unmasked Estep 
Score: -8663155.000000 Penalty: 3618.133789
	Iteration 31Q: 3 clusters Score -8663155 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 66176 members 
Entering Unmasked Estep 
Score: -8663408.000000 Penalty: 3618.133789
	Iteration 32Q: 3 clusters Score -8663408 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 66548 members 
Entering Unmasked Estep 
Score: -8663639.000000 Penalty: 3618.133789
	Iteration 33Q: 3 clusters Score -8663639 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 66838 members 
Entering Unmasked Estep 
Score: -8663819.000000 Penalty: 3618.133789
	Iteration 34Q: 3 clusters Score -8663819 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 67051 members 
Entering Unmasked Estep 
Score: -8663979.000000 Penalty: 3618.133789
	Iteration 35Q: 3 clusters Score -8663979 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 67213 members 
Entering Unmasked Estep 
Score: -8664103.000000 Penalty: 3618.133789
	Iteration 36Q: 3 clusters Score -8664103 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 67311 members 
Entering Unmasked Estep 
Score: -8664152.000000 Penalty: 3618.133789
	Iteration 37Q: 3 clusters Score -8664152 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 67378 members 
Entering Unmasked Estep 
Score: -8664209.000000 Penalty: 3618.133789
	Iteration 38Q: 3 clusters Score -8664209 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 67424 members 
Entering Unmasked Estep 
Score: -8664267.000000 Penalty: 3618.133789
	Iteration 39Q: 3 clusters Score -8664267 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 67470 members 
Entering Unmasked Estep 
Score: -8664316.000000 Penalty: 3618.133789
	Iteration 40F: 3 clusters Score -8664316 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 67500 members 
Entering Unmasked Estep 
Score: -8664346.000000 Penalty: 3618.133789
	Iteration 41Q: 3 clusters Score -8664346 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 67522 members 
Entering Unmasked Estep 
Score: -8664377.000000 Penalty: 3618.133789
	Iteration 42Q: 3 clusters Score -8664377 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 67536 members 
Entering Unmasked Estep 
Score: -8664398.000000 Penalty: 3618.133789
	Iteration 43Q: 3 clusters Score -8664398 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 67546 members 
Entering Unmasked Estep 
Score: -8664411.000000 Penalty: 3618.133789
	Iteration 44Q: 3 clusters Score -8664411 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 67551 members 
Entering Unmasked Estep 
Score: -8664442.000000 Penalty: 3618.133789
	Iteration 45Q: 3 clusters Score -8664442 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 67555 members 
Entering Unmasked Estep 
Score: -8664457.000000 Penalty: 3618.133789
	Iteration 46Q: 3 clusters Score -8664457 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 67559 members 
Entering Unmasked Estep 
Score: -8664486.000000 Penalty: 3618.133789
	Iteration 47Q: 3 clusters Score -8664486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 67564 members 
Entering Unmasked Estep 
Score: -8664493.000000 Penalty: 3618.133789
	Iteration 48Q: 3 clusters Score -8664493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 67567 members 
Entering Unmasked Estep 
Score: -8664497.000000 Penalty: 3618.133789
	Iteration 49Q: 3 clusters Score -8664497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 67575 members 
Entering Unmasked Estep 
Score: -8664513.000000 Penalty: 3618.133789
	Iteration 50Q: 3 clusters Score -8664513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 67585 members 
Entering Unmasked Estep 
Score: -8664508.000000 Penalty: 3618.133789
	Iteration 51Q: 3 clusters Score -8664508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 67588 members 
Entering Unmasked Estep 
Score: -8664515.000000 Penalty: 3618.133789
	Iteration 52Q: 3 clusters Score -8664515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 67587 members 
Entering Unmasked Estep 
Score: -8664526.000000 Penalty: 3618.133789
	Iteration 53Q: 3 clusters Score -8664526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 67594 members 
Entering Unmasked Estep 
Score: -8664535.000000 Penalty: 3618.133789
	Iteration 54Q: 3 clusters Score -8664535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 67594 members 
Entering Unmasked Estep 
Score: -8664534.000000 Penalty: 3618.133789
	Iteration 55Q: 3 clusters Score -8664534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 67595 members 
Entering Unmasked Estep 
Score: -8664531.000000 Penalty: 3618.133789
	Iteration 56Q: 3 clusters Score -8664531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 67596 members 
Entering Unmasked Estep 
Score: -8664539.000000 Penalty: 3618.133789
	Iteration 57Q: 3 clusters Score -8664539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 67596 members 
Entering Unmasked Estep 
Score: -8664538.000000 Penalty: 3618.133789
	Iteration 58Q: 3 clusters Score -8664538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 67593 members 
Entering Unmasked Estep 
Score: -8664544.000000 Penalty: 3618.133789
	Iteration 59Q: 3 clusters Score -8664544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 67592 members 
Entering Unmasked Estep 
Score: -8664541.000000 Penalty: 3618.133789
	Iteration 60F: 3 clusters Score -8664541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 67593 members 
Entering Unmasked Estep 
Score: -8664546.000000 Penalty: 3618.133789
	Iteration 61Q: 3 clusters Score -8664546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 67593 members 
Entering Unmasked Estep 
Score: -8664553.000000 Penalty: 3618.133789
	Iteration 62Q: 3 clusters Score -8664553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 67595 members 
Entering Unmasked Estep 
Score: -8664551.000000 Penalty: 3618.133789
	Iteration 63Q: 3 clusters Score -8664551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 67598 members 
Entering Unmasked Estep 
Score: -8664553.000000 Penalty: 3618.133789
	Iteration 64Q: 3 clusters Score -8664553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 67597 members 
Entering Unmasked Estep 
Score: -8664549.000000 Penalty: 3618.133789
	Iteration 65Q: 3 clusters Score -8664549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 67597 members 
Entering Unmasked Estep 
Score: -8664549.000000 Penalty: 3618.133789
	Iteration 66F: 3 clusters Score -8664549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -45683.824219 Penalty: 1001.538635
	Iteration 0F: 2 clusters Score -45683.82 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 229 members 
Entering Unmasked Estep 
Score: -44702.722656 Penalty: 2003.077271
	Iteration 0F: 3 clusters Score -44702.72 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -45010.609375 Penalty: 2003.077271
	Iteration 1F: 3 clusters Score -45010.61 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -45200.019531 Penalty: 2003.077271
	Iteration 2F: 3 clusters Score -45200.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -45256.183594 Penalty: 2003.077271
	Iteration 3F: 3 clusters Score -45256.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45273.425781 Penalty: 2003.077271
	Iteration 4Q: 3 clusters Score -45273.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -45280.035156 Penalty: 2003.077271
	Iteration 5Q: 3 clusters Score -45280.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -45281.972656 Penalty: 2003.077271
	Iteration 6Q: 3 clusters Score -45281.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -45283.566406 Penalty: 2003.077271
	Iteration 7Q: 3 clusters Score -45283.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -45283.566406 Penalty: 2003.077271
	Iteration 8F: 3 clusters Score -45283.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -18189.689453 Penalty: 927.944336
	Iteration 0F: 2 clusters Score -18189.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17538.843750 Penalty: 1855.888672
	Iteration 0F: 3 clusters Score -17538.84 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18025.406250 Penalty: 1855.888672
	Iteration 1F: 3 clusters Score -18025.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18132.609375 Penalty: 1855.888672
	Iteration 2F: 3 clusters Score -18132.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18186.544922 Penalty: 1855.888672
	Iteration 3Q: 3 clusters Score -18186.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18265.314453 Penalty: 1855.888672
	Iteration 4Q: 3 clusters Score -18265.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18285.257812 Penalty: 1855.888672
	Iteration 5Q: 3 clusters Score -18285.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18286.185547 Penalty: 1855.888672
	Iteration 6Q: 3 clusters Score -18286.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18286.185547 Penalty: 1855.888672
	Iteration 7F: 3 clusters Score -18286.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21167 members 
Mstep: Class 4 contains 30296 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 6730 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5015 members 
Mstep: Class 9 contains 4648 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13814 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36105 members 
Mstep: Class 14 contains 56346 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107046 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 55021 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63430 members 
Mstep: Class 24 contains 97578 members 
Mstep: Class 25 contains 68372 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 159 members 
Mstep: Class 28 contains 102540 members 
Mstep: Class 29 contains 4690 members 
Mstep: Class 30 contains 75536 members 
Mstep: Class 31 contains 94286 members 
Mstep: Class 32 contains 3135 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9618 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Mstep: Class 41 contains 143 members 
Entering Unmasked Estep 
Score: -111774984.000000 Penalty: 91479.007812
Splitting cluster 27 changes total score from -111776112.000000 to -111774984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (102540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102540 members 
Entering Unmasked Estep 
Score: -12866229.000000 Penalty: 1874.926392
	Iteration 0F: 2 clusters Score -1.286623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51095 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -12798703.000000 Penalty: 3749.852783
	Iteration 0F: 3 clusters Score -1.27987e+07 nChanged 49001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -12828008.000000 Penalty: 3749.852783
	Iteration 1F: 3 clusters Score -1.282801e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 55277 members 
Entering Unmasked Estep 
Score: -12829820.000000 Penalty: 3749.852783
	Iteration 2Q: 3 clusters Score -1.282982e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 57661 members 
Entering Unmasked Estep 
Score: -12832197.000000 Penalty: 3749.852783
	Iteration 3Q: 3 clusters Score -1.28322e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 60657 members 
Entering Unmasked Estep 
Score: -12835139.000000 Penalty: 3749.852783
	Iteration 4Q: 3 clusters Score -1.283514e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38153 members 
Mstep: Class 2 contains 64387 members 
Entering Unmasked Estep 
Score: -12838780.000000 Penalty: 3749.852783
	Iteration 5F: 3 clusters Score -1.283878e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 68832 members 
Entering Unmasked Estep 
Score: -12842892.000000 Penalty: 3749.852783
	Iteration 6F: 3 clusters Score -1.284289e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 73844 members 
Entering Unmasked Estep 
Score: -12847225.000000 Penalty: 3749.852783
	Iteration 7F: 3 clusters Score -1.284722e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 78786 members 
Entering Unmasked Estep 
Score: -12850435.000000 Penalty: 3749.852783
	Iteration 8F: 3 clusters Score -1.285044e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 83549 members 
Entering Unmasked Estep 
Score: -12852707.000000 Penalty: 3749.852783
	Iteration 9F: 3 clusters Score -1.285271e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 87840 members 
Entering Unmasked Estep 
Score: -12854331.000000 Penalty: 3749.852783
	Iteration 10Q: 3 clusters Score -1.285433e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 91548 members 
Entering Unmasked Estep 
Score: -12857145.000000 Penalty: 3749.852783
	Iteration 11Q: 3 clusters Score -1.285714e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 94472 members 
Entering Unmasked Estep 
Score: -12860363.000000 Penalty: 3749.852783
	Iteration 12Q: 3 clusters Score -1.286036e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 96730 members 
Entering Unmasked Estep 
Score: -12862268.000000 Penalty: 3749.852783
	Iteration 13Q: 3 clusters Score -1.286227e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 98386 members 
Entering Unmasked Estep 
Score: -12863336.000000 Penalty: 3749.852783
	Iteration 14Q: 3 clusters Score -1.286334e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 99579 members 
Entering Unmasked Estep 
Score: -12864046.000000 Penalty: 3749.852783
	Iteration 15Q: 3 clusters Score -1.286405e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 100398 members 
Entering Unmasked Estep 
Score: -12864411.000000 Penalty: 3749.852783
	Iteration 16Q: 3 clusters Score -1.286441e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 100935 members 
Entering Unmasked Estep 
Score: -12864562.000000 Penalty: 3749.852783
	Iteration 17Q: 3 clusters Score -1.286456e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 101292 members 
Entering Unmasked Estep 
Score: -12864636.000000 Penalty: 3749.852783
	Iteration 18Q: 3 clusters Score -1.286464e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 101505 members 
Entering Unmasked Estep 
Score: -12864671.000000 Penalty: 3749.852783
	Iteration 19Q: 3 clusters Score -1.286467e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 101638 members 
Entering Unmasked Estep 
Score: -12864699.000000 Penalty: 3749.852783
	Iteration 20F: 3 clusters Score -1.28647e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 101736 members 
Entering Unmasked Estep 
Score: -12864703.000000 Penalty: 3749.852783
	Iteration 21Q: 3 clusters Score -1.28647e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 101824 members 
Entering Unmasked Estep 
Score: -12864728.000000 Penalty: 3749.852783
	Iteration 22Q: 3 clusters Score -1.286473e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 101887 members 
Entering Unmasked Estep 
Score: -12864756.000000 Penalty: 3749.852783
	Iteration 23Q: 3 clusters Score -1.286476e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 101930 members 
Entering Unmasked Estep 
Score: -12864776.000000 Penalty: 3749.852783
	Iteration 24Q: 3 clusters Score -1.286478e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 101963 members 
Entering Unmasked Estep 
Score: -12864775.000000 Penalty: 3749.852783
	Iteration 25Q: 3 clusters Score -1.286478e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 101987 members 
Entering Unmasked Estep 
Score: -12864793.000000 Penalty: 3749.852783
	Iteration 26Q: 3 clusters Score -1.286479e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 102007 members 
Entering Unmasked Estep 
Score: -12864791.000000 Penalty: 3749.852783
	Iteration 27Q: 3 clusters Score -1.286479e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 102022 members 
Entering Unmasked Estep 
Score: -12864800.000000 Penalty: 3749.852783
	Iteration 28Q: 3 clusters Score -1.28648e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 102032 members 
Entering Unmasked Estep 
Score: -12864811.000000 Penalty: 3749.852783
	Iteration 29Q: 3 clusters Score -1.286481e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 102044 members 
Entering Unmasked Estep 
Score: -12864808.000000 Penalty: 3749.852783
	Iteration 30Q: 3 clusters Score -1.286481e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 102054 members 
Entering Unmasked Estep 
Score: -12864814.000000 Penalty: 3749.852783
	Iteration 31Q: 3 clusters Score -1.286481e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 102064 members 
Entering Unmasked Estep 
Score: -12864823.000000 Penalty: 3749.852783
	Iteration 32Q: 3 clusters Score -1.286482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 102065 members 
Entering Unmasked Estep 
Score: -12864824.000000 Penalty: 3749.852783
	Iteration 33Q: 3 clusters Score -1.286482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 102067 members 
Entering Unmasked Estep 
Score: -12864821.000000 Penalty: 3749.852783
	Iteration 34Q: 3 clusters Score -1.286482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 102070 members 
Entering Unmasked Estep 
Score: -12864823.000000 Penalty: 3749.852783
	Iteration 35Q: 3 clusters Score -1.286482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 102072 members 
Entering Unmasked Estep 
Score: -12864816.000000 Penalty: 3749.852783
	Iteration 36Q: 3 clusters Score -1.286482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 102072 members 
Entering Unmasked Estep 
Score: -12864816.000000 Penalty: 3749.852783
	Iteration 37F: 3 clusters Score -1.286482e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Entering Unmasked Estep 
Score: -582136.750000 Penalty: 1373.643066
	Iteration 0F: 2 clusters Score -582136.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -578358.312500 Penalty: 2747.286133
	Iteration 0F: 3 clusters Score -578358.3 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -579474.375000 Penalty: 2747.286133
	Iteration 1F: 3 clusters Score -579474.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -579645.250000 Penalty: 2747.286133
	Iteration 2F: 3 clusters Score -579645.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -579751.687500 Penalty: 2747.286133
	Iteration 3Q: 3 clusters Score -579751.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -579840.250000 Penalty: 2747.286133
	Iteration 4Q: 3 clusters Score -579840.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -579907.062500 Penalty: 2747.286133
	Iteration 5Q: 3 clusters Score -579907.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -579969.750000 Penalty: 2747.286133
	Iteration 6Q: 3 clusters Score -579969.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -580035.875000 Penalty: 2747.286133
	Iteration 7Q: 3 clusters Score -580035.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -580123.437500 Penalty: 2747.286133
	Iteration 8Q: 3 clusters Score -580123.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -580233.625000 Penalty: 2747.286133
	Iteration 9Q: 3 clusters Score -580233.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -580335.375000 Penalty: 2747.286133
	Iteration 10Q: 3 clusters Score -580335.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -580439.500000 Penalty: 2747.286133
	Iteration 11Q: 3 clusters Score -580439.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -580541.562500 Penalty: 2747.286133
	Iteration 12Q: 3 clusters Score -580541.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -580623.437500 Penalty: 2747.286133
	Iteration 13Q: 3 clusters Score -580623.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -580706.125000 Penalty: 2747.286133
	Iteration 14Q: 3 clusters Score -580706.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -580776.062500 Penalty: 2747.286133
	Iteration 15Q: 3 clusters Score -580776.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -580831.250000 Penalty: 2747.286133
	Iteration 16Q: 3 clusters Score -580831.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -580874.937500 Penalty: 2747.286133
	Iteration 17Q: 3 clusters Score -580874.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -580911.437500 Penalty: 2747.286133
	Iteration 18Q: 3 clusters Score -580911.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -580946.625000 Penalty: 2747.286133
	Iteration 19Q: 3 clusters Score -580946.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -580977.937500 Penalty: 2747.286133
	Iteration 20F: 3 clusters Score -580977.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -580993.375000 Penalty: 2747.286133
	Iteration 21Q: 3 clusters Score -580993.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -581002.000000 Penalty: 2747.286133
	Iteration 22Q: 3 clusters Score -581002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -581013.125000 Penalty: 2747.286133
	Iteration 23Q: 3 clusters Score -581013.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -581022.375000 Penalty: 2747.286133
	Iteration 24Q: 3 clusters Score -581022.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -581031.875000 Penalty: 2747.286133
	Iteration 25Q: 3 clusters Score -581031.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -581036.062500 Penalty: 2747.286133
	Iteration 26Q: 3 clusters Score -581036.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -581038.937500 Penalty: 2747.286133
	Iteration 27Q: 3 clusters Score -581038.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -581042.875000 Penalty: 2747.286133
	Iteration 28Q: 3 clusters Score -581042.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -581048.250000 Penalty: 2747.286133
	Iteration 29Q: 3 clusters Score -581048.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -581050.250000 Penalty: 2747.286133
	Iteration 30Q: 3 clusters Score -581050.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -581052.562500 Penalty: 2747.286133
	Iteration 31Q: 3 clusters Score -581052.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -581053.187500 Penalty: 2747.286133
	Iteration 32Q: 3 clusters Score -581053.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -581053.125000 Penalty: 2747.286133
	Iteration 33Q: 3 clusters Score -581053.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -581053.125000 Penalty: 2747.286133
	Iteration 34F: 3 clusters Score -581053.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (75536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75536 members 
Entering Unmasked Estep 
Score: -9202863.000000 Penalty: 1825.259277
	Iteration 0F: 2 clusters Score -9202863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -9152530.000000 Penalty: 3650.518555
	Iteration 0F: 3 clusters Score -9152530 nChanged 35880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -9173515.000000 Penalty: 3650.518555
	Iteration 1F: 3 clusters Score -9173515 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -9174506.000000 Penalty: 3650.518555
	Iteration 2Q: 3 clusters Score -9174506 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -9175514.000000 Penalty: 3650.518555
	Iteration 3Q: 3 clusters Score -9175514 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -9176603.000000 Penalty: 3650.518555
	Iteration 4Q: 3 clusters Score -9176603 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -9177798.000000 Penalty: 3650.518555
	Iteration 5Q: 3 clusters Score -9177798 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 33514 members 
Entering Unmasked Estep 
Score: -9179170.000000 Penalty: 3650.518555
	Iteration 6Q: 3 clusters Score -9179170 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -9180795.000000 Penalty: 3650.518555
	Iteration 7Q: 3 clusters Score -9180795 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -9182539.000000 Penalty: 3650.518555
	Iteration 8Q: 3 clusters Score -9182539 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48681 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -9184538.000000 Penalty: 3650.518555
	Iteration 9Q: 3 clusters Score -9184538 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -9186461.000000 Penalty: 3650.518555
	Iteration 10Q: 3 clusters Score -9186461 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53757 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -9188223.000000 Penalty: 3650.518555
	Iteration 11Q: 3 clusters Score -9188223 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56081 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -9189774.000000 Penalty: 3650.518555
	Iteration 12Q: 3 clusters Score -9189774 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58140 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -9191056.000000 Penalty: 3650.518555
	Iteration 13Q: 3 clusters Score -9191056 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59997 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -9192091.000000 Penalty: 3650.518555
	Iteration 14Q: 3 clusters Score -9192091 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61731 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -9192981.000000 Penalty: 3650.518555
	Iteration 15Q: 3 clusters Score -9192981 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63371 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -9193804.000000 Penalty: 3650.518555
	Iteration 16Q: 3 clusters Score -9193804 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64927 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -9194685.000000 Penalty: 3650.518555
	Iteration 17Q: 3 clusters Score -9194685 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66433 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -9195644.000000 Penalty: 3650.518555
	Iteration 18Q: 3 clusters Score -9195644 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67845 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -9196648.000000 Penalty: 3650.518555
	Iteration 19Q: 3 clusters Score -9196648 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69106 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -9197744.000000 Penalty: 3650.518555
	Iteration 20F: 3 clusters Score -9197744 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70201 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -9198718.000000 Penalty: 3650.518555
	Iteration 21Q: 3 clusters Score -9198718 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71064 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -9199355.000000 Penalty: 3650.518555
	Iteration 22Q: 3 clusters Score -9199355 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71797 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -9199868.000000 Penalty: 3650.518555
	Iteration 23Q: 3 clusters Score -9199868 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72400 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -9200234.000000 Penalty: 3650.518555
	Iteration 24Q: 3 clusters Score -9200234 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72896 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -9200561.000000 Penalty: 3650.518555
	Iteration 25Q: 3 clusters Score -9200561 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73279 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -9200785.000000 Penalty: 3650.518555
	Iteration 26Q: 3 clusters Score -9200785 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73570 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -9200968.000000 Penalty: 3650.518555
	Iteration 27Q: 3 clusters Score -9200968 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73778 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -9201086.000000 Penalty: 3650.518555
	Iteration 28Q: 3 clusters Score -9201086 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73949 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -9201172.000000 Penalty: 3650.518555
	Iteration 29Q: 3 clusters Score -9201172 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74079 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -9201267.000000 Penalty: 3650.518555
	Iteration 30Q: 3 clusters Score -9201267 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74164 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -9201300.000000 Penalty: 3650.518555
	Iteration 31Q: 3 clusters Score -9201300 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74209 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -9201347.000000 Penalty: 3650.518555
	Iteration 32Q: 3 clusters Score -9201347 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74250 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -9201381.000000 Penalty: 3650.518555
	Iteration 33Q: 3 clusters Score -9201381 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74286 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -9201394.000000 Penalty: 3650.518555
	Iteration 34Q: 3 clusters Score -9201394 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74320 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -9201423.000000 Penalty: 3650.518555
	Iteration 35Q: 3 clusters Score -9201423 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74348 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -9201455.000000 Penalty: 3650.518555
	Iteration 36Q: 3 clusters Score -9201455 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74373 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -9201491.000000 Penalty: 3650.518555
	Iteration 37Q: 3 clusters Score -9201491 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74392 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -9201521.000000 Penalty: 3650.518555
	Iteration 38Q: 3 clusters Score -9201521 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74406 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -9201545.000000 Penalty: 3650.518555
	Iteration 39Q: 3 clusters Score -9201545 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74403 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -9201559.000000 Penalty: 3650.518555
	Iteration 40F: 3 clusters Score -9201559 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74401 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -9201604.000000 Penalty: 3650.518555
	Iteration 41Q: 3 clusters Score -9201604 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74382 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -9201660.000000 Penalty: 3650.518555
	Iteration 42Q: 3 clusters Score -9201660 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74365 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -9201702.000000 Penalty: 3650.518555
	Iteration 43Q: 3 clusters Score -9201702 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74365 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -9201730.000000 Penalty: 3650.518555
	Iteration 44Q: 3 clusters Score -9201730 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74349 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -9201779.000000 Penalty: 3650.518555
	Iteration 45Q: 3 clusters Score -9201779 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74328 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -9201816.000000 Penalty: 3650.518555
	Iteration 46Q: 3 clusters Score -9201816 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74294 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -9201851.000000 Penalty: 3650.518555
	Iteration 47Q: 3 clusters Score -9201851 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74271 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -9201883.000000 Penalty: 3650.518555
	Iteration 48Q: 3 clusters Score -9201883 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74254 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -9201916.000000 Penalty: 3650.518555
	Iteration 49Q: 3 clusters Score -9201916 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74230 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -9201923.000000 Penalty: 3650.518555
	Iteration 50Q: 3 clusters Score -9201923 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74206 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -9201958.000000 Penalty: 3650.518555
	Iteration 51Q: 3 clusters Score -9201958 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74180 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -9201978.000000 Penalty: 3650.518555
	Iteration 52Q: 3 clusters Score -9201978 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74153 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -9201987.000000 Penalty: 3650.518555
	Iteration 53Q: 3 clusters Score -9201987 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74140 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -9201999.000000 Penalty: 3650.518555
	Iteration 54Q: 3 clusters Score -9201999 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74123 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -9202003.000000 Penalty: 3650.518555
	Iteration 55Q: 3 clusters Score -9202003 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74101 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -9202006.000000 Penalty: 3650.518555
	Iteration 56Q: 3 clusters Score -9202006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74086 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -9202015.000000 Penalty: 3650.518555
	Iteration 57Q: 3 clusters Score -9202015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74074 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -9202012.000000 Penalty: 3650.518555
	Iteration 58Q: 3 clusters Score -9202012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74055 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -9202028.000000 Penalty: 3650.518555
	Iteration 59Q: 3 clusters Score -9202028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74043 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -9202029.000000 Penalty: 3650.518555
	Iteration 60F: 3 clusters Score -9202029 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74001 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -9202045.000000 Penalty: 3650.518555
	Iteration 61Q: 3 clusters Score -9202045 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73972 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -9202074.000000 Penalty: 3650.518555
	Iteration 62Q: 3 clusters Score -9202074 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73949 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -9202079.000000 Penalty: 3650.518555
	Iteration 63Q: 3 clusters Score -9202079 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73921 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -9202080.000000 Penalty: 3650.518555
	Iteration 64Q: 3 clusters Score -9202080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73890 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -9202081.000000 Penalty: 3650.518555
	Iteration 65Q: 3 clusters Score -9202081 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73855 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -9202097.000000 Penalty: 3650.518555
	Iteration 66Q: 3 clusters Score -9202097 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73826 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -9202121.000000 Penalty: 3650.518555
	Iteration 67Q: 3 clusters Score -9202121 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73791 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -9202140.000000 Penalty: 3650.518555
	Iteration 68Q: 3 clusters Score -9202140 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73753 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -9202143.000000 Penalty: 3650.518555
	Iteration 69Q: 3 clusters Score -9202143 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73716 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -9202166.000000 Penalty: 3650.518555
	Iteration 70Q: 3 clusters Score -9202166 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73680 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -9202177.000000 Penalty: 3650.518555
	Iteration 71Q: 3 clusters Score -9202177 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73652 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -9202184.000000 Penalty: 3650.518555
	Iteration 72Q: 3 clusters Score -9202184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73623 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -9202194.000000 Penalty: 3650.518555
	Iteration 73Q: 3 clusters Score -9202194 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73585 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -9202203.000000 Penalty: 3650.518555
	Iteration 74Q: 3 clusters Score -9202203 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73564 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -9202217.000000 Penalty: 3650.518555
	Iteration 75Q: 3 clusters Score -9202217 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73547 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -9202215.000000 Penalty: 3650.518555
	Iteration 76Q: 3 clusters Score -9202215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73537 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -9202232.000000 Penalty: 3650.518555
	Iteration 77Q: 3 clusters Score -9202232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73522 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -9202233.000000 Penalty: 3650.518555
	Iteration 78Q: 3 clusters Score -9202233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73512 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -9202223.000000 Penalty: 3650.518555
	Iteration 79Q: 3 clusters Score -9202223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73497 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -9202226.000000 Penalty: 3650.518555
	Iteration 80F: 3 clusters Score -9202226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73480 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -9202248.000000 Penalty: 3650.518555
	Iteration 81Q: 3 clusters Score -9202248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73460 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -9202235.000000 Penalty: 3650.518555
	Iteration 82Q: 3 clusters Score -9202235 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73438 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -9202239.000000 Penalty: 3650.518555
	Iteration 83Q: 3 clusters Score -9202239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73421 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -9202223.000000 Penalty: 3650.518555
	Iteration 84Q: 3 clusters Score -9202223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73418 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -9202227.000000 Penalty: 3650.518555
	Iteration 85Q: 3 clusters Score -9202227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73408 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -9202249.000000 Penalty: 3650.518555
	Iteration 86Q: 3 clusters Score -9202249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73395 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -9202240.000000 Penalty: 3650.518555
	Iteration 87Q: 3 clusters Score -9202240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73384 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -9202246.000000 Penalty: 3650.518555
	Iteration 88Q: 3 clusters Score -9202246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73369 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -9202251.000000 Penalty: 3650.518555
	Iteration 89Q: 3 clusters Score -9202251 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73346 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -9202247.000000 Penalty: 3650.518555
	Iteration 90Q: 3 clusters Score -9202247 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73324 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -9202245.000000 Penalty: 3650.518555
	Iteration 91Q: 3 clusters Score -9202245 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73301 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -9202265.000000 Penalty: 3650.518555
	Iteration 92Q: 3 clusters Score -9202265 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73272 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -9202274.000000 Penalty: 3650.518555
	Iteration 93Q: 3 clusters Score -9202274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73255 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -9202274.000000 Penalty: 3650.518555
	Iteration 94Q: 3 clusters Score -9202274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73244 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -9202274.000000 Penalty: 3650.518555
	Iteration 95Q: 3 clusters Score -9202274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73236 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -9202288.000000 Penalty: 3650.518555
	Iteration 96Q: 3 clusters Score -9202288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73229 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -9202295.000000 Penalty: 3650.518555
	Iteration 97Q: 3 clusters Score -9202295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73226 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -9202290.000000 Penalty: 3650.518555
	Iteration 98Q: 3 clusters Score -9202290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73224 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -9202287.000000 Penalty: 3650.518555
	Iteration 99Q: 3 clusters Score -9202287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73216 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -9202290.000000 Penalty: 3650.518555
	Iteration 100F: 3 clusters Score -9202290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73215 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -9202289.000000 Penalty: 3650.518555
	Iteration 101Q: 3 clusters Score -9202289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73215 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -9202290.000000 Penalty: 3650.518555
	Iteration 102Q: 3 clusters Score -9202290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73215 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -9202291.000000 Penalty: 3650.518555
	Iteration 103Q: 3 clusters Score -9202291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73211 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -9202300.000000 Penalty: 3650.518555
	Iteration 104Q: 3 clusters Score -9202300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73207 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -9202298.000000 Penalty: 3650.518555
	Iteration 105Q: 3 clusters Score -9202298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73207 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -9202303.000000 Penalty: 3650.518555
	Iteration 106Q: 3 clusters Score -9202303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73206 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -9202295.000000 Penalty: 3650.518555
	Iteration 107Q: 3 clusters Score -9202295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73206 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -9202301.000000 Penalty: 3650.518555
	Iteration 108Q: 3 clusters Score -9202301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73207 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -9202303.000000 Penalty: 3650.518555
	Iteration 109Q: 3 clusters Score -9202303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73206 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -9202309.000000 Penalty: 3650.518555
	Iteration 110Q: 3 clusters Score -9202309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73205 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -9202305.000000 Penalty: 3650.518555
	Iteration 111Q: 3 clusters Score -9202305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73204 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -9202299.000000 Penalty: 3650.518555
	Iteration 112Q: 3 clusters Score -9202299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73204 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -9202303.000000 Penalty: 3650.518555
	Iteration 113Q: 3 clusters Score -9202303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73203 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -9202307.000000 Penalty: 3650.518555
	Iteration 114Q: 3 clusters Score -9202307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73203 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -9202307.000000 Penalty: 3650.518555
	Iteration 115F: 3 clusters Score -9202307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (94286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94286 members 
Entering Unmasked Estep 
Score: -11913890.000000 Penalty: 1861.289307
	Iteration 0F: 2 clusters Score -1.191389e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 46977 members 
Entering Unmasked Estep 
Score: -11853719.000000 Penalty: 3722.578613
	Iteration 0F: 3 clusters Score -1.185372e+07 nChanged 44802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49765 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -11879520.000000 Penalty: 3722.578613
	Iteration 1F: 3 clusters Score -1.187952e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51290 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -11880416.000000 Penalty: 3722.578613
	Iteration 2Q: 3 clusters Score -1.188042e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53523 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -11881766.000000 Penalty: 3722.578613
	Iteration 3Q: 3 clusters Score -1.188177e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -11883816.000000 Penalty: 3722.578613
	Iteration 4Q: 3 clusters Score -1.188382e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61620 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -11887538.000000 Penalty: 3722.578613
	Iteration 5F: 3 clusters Score -1.188754e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67869 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -11893065.000000 Penalty: 3722.578613
	Iteration 6F: 3 clusters Score -1.189306e+07 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74516 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -11899543.000000 Penalty: 3722.578613
	Iteration 7F: 3 clusters Score -1.189954e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80414 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -11905286.000000 Penalty: 3722.578613
	Iteration 8F: 3 clusters Score -1.190529e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84507 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -11909100.000000 Penalty: 3722.578613
	Iteration 9Q: 3 clusters Score -1.19091e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87158 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -11911159.000000 Penalty: 3722.578613
	Iteration 10Q: 3 clusters Score -1.191116e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88865 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -11912310.000000 Penalty: 3722.578613
	Iteration 11Q: 3 clusters Score -1.191231e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90071 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -11912701.000000 Penalty: 3722.578613
	Iteration 12Q: 3 clusters Score -1.19127e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90991 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -11912860.000000 Penalty: 3722.578613
	Iteration 13Q: 3 clusters Score -1.191286e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91724 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -11912867.000000 Penalty: 3722.578613
	Iteration 14Q: 3 clusters Score -1.191287e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92294 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -11912796.000000 Penalty: 3722.578613
	Iteration 15Q: 3 clusters Score -1.19128e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92728 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -11912774.000000 Penalty: 3722.578613
	Iteration 16Q: 3 clusters Score -1.191277e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93029 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -11912789.000000 Penalty: 3722.578613
	Iteration 17Q: 3 clusters Score -1.191279e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93257 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -11912782.000000 Penalty: 3722.578613
	Iteration 18Q: 3 clusters Score -1.191278e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93414 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -11912766.000000 Penalty: 3722.578613
	Iteration 19Q: 3 clusters Score -1.191277e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93517 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -11912756.000000 Penalty: 3722.578613
	Iteration 20F: 3 clusters Score -1.191276e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93593 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -11912754.000000 Penalty: 3722.578613
	Iteration 21Q: 3 clusters Score -1.191275e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93653 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -11912758.000000 Penalty: 3722.578613
	Iteration 22Q: 3 clusters Score -1.191276e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93693 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -11912752.000000 Penalty: 3722.578613
	Iteration 23Q: 3 clusters Score -1.191275e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93726 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -11912764.000000 Penalty: 3722.578613
	Iteration 24Q: 3 clusters Score -1.191276e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93750 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -11912744.000000 Penalty: 3722.578613
	Iteration 25Q: 3 clusters Score -1.191274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93761 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -11912756.000000 Penalty: 3722.578613
	Iteration 26Q: 3 clusters Score -1.191276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93770 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -11912753.000000 Penalty: 3722.578613
	Iteration 27Q: 3 clusters Score -1.191275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93779 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -11912748.000000 Penalty: 3722.578613
	Iteration 28Q: 3 clusters Score -1.191275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93787 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -11912740.000000 Penalty: 3722.578613
	Iteration 29Q: 3 clusters Score -1.191274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93792 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -11912732.000000 Penalty: 3722.578613
	Iteration 30Q: 3 clusters Score -1.191273e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93796 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -11912735.000000 Penalty: 3722.578613
	Iteration 31Q: 3 clusters Score -1.191274e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93796 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -11912735.000000 Penalty: 3722.578613
	Iteration 32F: 3 clusters Score -1.191274e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Entering Unmasked Estep 
Score: -392470.031250 Penalty: 1308.187500
	Iteration 0F: 2 clusters Score -392470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -389657.625000 Penalty: 2616.375000
	Iteration 0F: 3 clusters Score -389657.6 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -390357.031250 Penalty: 2616.375000
	Iteration 1F: 3 clusters Score -390357 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -390577.812500 Penalty: 2616.375000
	Iteration 2F: 3 clusters Score -390577.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -390739.000000 Penalty: 2616.375000
	Iteration 3F: 3 clusters Score -390739 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -390850.500000 Penalty: 2616.375000
	Iteration 4Q: 3 clusters Score -390850.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -390946.750000 Penalty: 2616.375000
	Iteration 5Q: 3 clusters Score -390946.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -391014.781250 Penalty: 2616.375000
	Iteration 6Q: 3 clusters Score -391014.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -391060.375000 Penalty: 2616.375000
	Iteration 7Q: 3 clusters Score -391060.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -391087.500000 Penalty: 2616.375000
	Iteration 8Q: 3 clusters Score -391087.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -391108.562500 Penalty: 2616.375000
	Iteration 9Q: 3 clusters Score -391108.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -391125.656250 Penalty: 2616.375000
	Iteration 10Q: 3 clusters Score -391125.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -391141.906250 Penalty: 2616.375000
	Iteration 11Q: 3 clusters Score -391141.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -391157.718750 Penalty: 2616.375000
	Iteration 12Q: 3 clusters Score -391157.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -391177.718750 Penalty: 2616.375000
	Iteration 13Q: 3 clusters Score -391177.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -391199.687500 Penalty: 2616.375000
	Iteration 14Q: 3 clusters Score -391199.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -391219.093750 Penalty: 2616.375000
	Iteration 15Q: 3 clusters Score -391219.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -391239.031250 Penalty: 2616.375000
	Iteration 16Q: 3 clusters Score -391239 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -391257.187500 Penalty: 2616.375000
	Iteration 17Q: 3 clusters Score -391257.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -391281.593750 Penalty: 2616.375000
	Iteration 18Q: 3 clusters Score -391281.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -391303.093750 Penalty: 2616.375000
	Iteration 19Q: 3 clusters Score -391303.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -391323.468750 Penalty: 2616.375000
	Iteration 20F: 3 clusters Score -391323.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -391334.593750 Penalty: 2616.375000
	Iteration 21Q: 3 clusters Score -391334.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -391343.875000 Penalty: 2616.375000
	Iteration 22Q: 3 clusters Score -391343.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -391350.000000 Penalty: 2616.375000
	Iteration 23Q: 3 clusters Score -391350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -391355.250000 Penalty: 2616.375000
	Iteration 24Q: 3 clusters Score -391355.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -391357.718750 Penalty: 2616.375000
	Iteration 25Q: 3 clusters Score -391357.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -391361.312500 Penalty: 2616.375000
	Iteration 26Q: 3 clusters Score -391361.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -391364.250000 Penalty: 2616.375000
	Iteration 27Q: 3 clusters Score -391364.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -391365.406250 Penalty: 2616.375000
	Iteration 28Q: 3 clusters Score -391365.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -391369.000000 Penalty: 2616.375000
	Iteration 29Q: 3 clusters Score -391369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -391369.968750 Penalty: 2616.375000
	Iteration 30Q: 3 clusters Score -391370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -391371.531250 Penalty: 2616.375000
	Iteration 31Q: 3 clusters Score -391371.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -391372.218750 Penalty: 2616.375000
	Iteration 32Q: 3 clusters Score -391372.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -391372.218750 Penalty: 2616.375000
	Iteration 33F: 3 clusters Score -391372.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -174073.734375 Penalty: 1183.671875
	Iteration 0F: 2 clusters Score -174073.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -172342.234375 Penalty: 2367.343750
	Iteration 0F: 3 clusters Score -172342.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -172757.921875 Penalty: 2367.343750
	Iteration 1F: 3 clusters Score -172757.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -172904.640625 Penalty: 2367.343750
	Iteration 2F: 3 clusters Score -172904.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -173014.546875 Penalty: 2367.343750
	Iteration 3F: 3 clusters Score -173014.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -173132.015625 Penalty: 2367.343750
	Iteration 4F: 3 clusters Score -173132 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -173237.187500 Penalty: 2367.343750
	Iteration 5Q: 3 clusters Score -173237.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -173359.828125 Penalty: 2367.343750
	Iteration 6Q: 3 clusters Score -173359.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -173515.953125 Penalty: 2367.343750
	Iteration 7Q: 3 clusters Score -173516 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -173637.265625 Penalty: 2367.343750
	Iteration 8Q: 3 clusters Score -173637.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -173727.515625 Penalty: 2367.343750
	Iteration 9Q: 3 clusters Score -173727.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -173792.281250 Penalty: 2367.343750
	Iteration 10Q: 3 clusters Score -173792.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -173831.968750 Penalty: 2367.343750
	Iteration 11Q: 3 clusters Score -173832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -173849.437500 Penalty: 2367.343750
	Iteration 12Q: 3 clusters Score -173849.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -173862.406250 Penalty: 2367.343750
	Iteration 13Q: 3 clusters Score -173862.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -173875.203125 Penalty: 2367.343750
	Iteration 14Q: 3 clusters Score -173875.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -173880.140625 Penalty: 2367.343750
	Iteration 15Q: 3 clusters Score -173880.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -173884.609375 Penalty: 2367.343750
	Iteration 16Q: 3 clusters Score -173884.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -173887.109375 Penalty: 2367.343750
	Iteration 17Q: 3 clusters Score -173887.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -173891.640625 Penalty: 2367.343750
	Iteration 18Q: 3 clusters Score -173891.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -173892.531250 Penalty: 2367.343750
	Iteration 19Q: 3 clusters Score -173892.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -173903.390625 Penalty: 2367.343750
	Iteration 20F: 3 clusters Score -173903.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -173908.156250 Penalty: 2367.343750
	Iteration 21Q: 3 clusters Score -173908.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -173911.359375 Penalty: 2367.343750
	Iteration 22Q: 3 clusters Score -173911.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -173918.531250 Penalty: 2367.343750
	Iteration 23Q: 3 clusters Score -173918.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -173929.531250 Penalty: 2367.343750
	Iteration 24Q: 3 clusters Score -173929.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -173937.468750 Penalty: 2367.343750
	Iteration 25Q: 3 clusters Score -173937.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -173940.031250 Penalty: 2367.343750
	Iteration 26Q: 3 clusters Score -173940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -173941.953125 Penalty: 2367.343750
	Iteration 27Q: 3 clusters Score -173942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -173942.703125 Penalty: 2367.343750
	Iteration 28Q: 3 clusters Score -173942.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -173943.875000 Penalty: 2367.343750
	Iteration 29Q: 3 clusters Score -173943.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -173943.875000 Penalty: 2367.343750
	Iteration 30F: 3 clusters Score -173943.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Entering Unmasked Estep 
Score: -111849.562500 Penalty: 1135.467163
	Iteration 0F: 2 clusters Score -111849.6 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 537 members 
Entering Unmasked Estep 
Score: -110395.914062 Penalty: 2270.934326
	Iteration 0F: 3 clusters Score -110395.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -110846.015625 Penalty: 2270.934326
	Iteration 1F: 3 clusters Score -110846 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -111075.210938 Penalty: 2270.934326
	Iteration 2F: 3 clusters Score -111075.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -111209.289062 Penalty: 2270.934326
	Iteration 3F: 3 clusters Score -111209.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -111311.796875 Penalty: 2270.934326
	Iteration 4F: 3 clusters Score -111311.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -111427.328125 Penalty: 2270.934326
	Iteration 5F: 3 clusters Score -111427.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -111528.046875 Penalty: 2270.934326
	Iteration 6Q: 3 clusters Score -111528 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -111644.906250 Penalty: 2270.934326
	Iteration 7Q: 3 clusters Score -111644.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -111739.500000 Penalty: 2270.934326
	Iteration 8Q: 3 clusters Score -111739.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -111798.351562 Penalty: 2270.934326
	Iteration 9Q: 3 clusters Score -111798.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -111840.218750 Penalty: 2270.934326
	Iteration 10Q: 3 clusters Score -111840.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -111859.421875 Penalty: 2270.934326
	Iteration 11Q: 3 clusters Score -111859.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -111870.882812 Penalty: 2270.934326
	Iteration 12Q: 3 clusters Score -111870.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -111880.929688 Penalty: 2270.934326
	Iteration 13Q: 3 clusters Score -111880.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -111893.437500 Penalty: 2270.934326
	Iteration 14Q: 3 clusters Score -111893.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -111908.570312 Penalty: 2270.934326
	Iteration 15Q: 3 clusters Score -111908.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -111919.359375 Penalty: 2270.934326
	Iteration 16Q: 3 clusters Score -111919.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -111930.953125 Penalty: 2270.934326
	Iteration 17Q: 3 clusters Score -111931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -111949.109375 Penalty: 2270.934326
	Iteration 18Q: 3 clusters Score -111949.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -111968.812500 Penalty: 2270.934326
	Iteration 19Q: 3 clusters Score -111968.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -111971.703125 Penalty: 2270.934326
	Iteration 20F: 3 clusters Score -111971.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -111972.398438 Penalty: 2270.934326
	Iteration 21Q: 3 clusters Score -111972.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -111972.398438 Penalty: 2270.934326
	Iteration 22F: 3 clusters Score -111972.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21167 members 
Mstep: Class 4 contains 30296 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 6730 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5015 members 
Mstep: Class 9 contains 4648 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13814 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36105 members 
Mstep: Class 14 contains 56346 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107046 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 55021 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63430 members 
Mstep: Class 24 contains 97578 members 
Mstep: Class 25 contains 68372 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102540 members 
Mstep: Class 29 contains 4690 members 
Mstep: Class 30 contains 75536 members 
Mstep: Class 31 contains 94286 members 
Mstep: Class 32 contains 3135 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 829 members 
Mstep: Class 35 contains 9618 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Mstep: Class 41 contains 254 members 
Entering Unmasked Estep 
Score: -111775168.000000 Penalty: 91479.007812
Splitting cluster 34 changes total score from -111776112.000000 to -111775168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (9618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Entering Unmasked Estep 
Score: -1191337.375000 Penalty: 1490.351074
	Iteration 0F: 2 clusters Score -1191337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1184398.125000 Penalty: 2980.702148
	Iteration 0F: 3 clusters Score -1184398 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1186821.750000 Penalty: 2980.702148
	Iteration 1F: 3 clusters Score -1186822 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1187292.875000 Penalty: 2980.702148
	Iteration 2F: 3 clusters Score -1187293 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1187818.000000 Penalty: 2980.702148
	Iteration 3F: 3 clusters Score -1187818 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1188343.000000 Penalty: 2980.702148
	Iteration 4F: 3 clusters Score -1188343 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1188827.500000 Penalty: 2980.702148
	Iteration 5F: 3 clusters Score -1188828 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1189174.250000 Penalty: 2980.702148
	Iteration 6F: 3 clusters Score -1189174 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1189403.750000 Penalty: 2980.702148
	Iteration 7Q: 3 clusters Score -1189404 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1189531.250000 Penalty: 2980.702148
	Iteration 8Q: 3 clusters Score -1189531 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1189605.125000 Penalty: 2980.702148
	Iteration 9Q: 3 clusters Score -1189605 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1189650.875000 Penalty: 2980.702148
	Iteration 10Q: 3 clusters Score -1189651 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1189696.125000 Penalty: 2980.702148
	Iteration 11Q: 3 clusters Score -1189696 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1189729.375000 Penalty: 2980.702148
	Iteration 12Q: 3 clusters Score -1189729 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1189745.750000 Penalty: 2980.702148
	Iteration 13Q: 3 clusters Score -1189746 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1189761.750000 Penalty: 2980.702148
	Iteration 14Q: 3 clusters Score -1189762 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1189779.500000 Penalty: 2980.702148
	Iteration 15Q: 3 clusters Score -1189780 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1189792.250000 Penalty: 2980.702148
	Iteration 16Q: 3 clusters Score -1189792 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1189804.500000 Penalty: 2980.702148
	Iteration 17Q: 3 clusters Score -1189804 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1189813.000000 Penalty: 2980.702148
	Iteration 18Q: 3 clusters Score -1189813 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1189827.000000 Penalty: 2980.702148
	Iteration 19Q: 3 clusters Score -1189827 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1189834.125000 Penalty: 2980.702148
	Iteration 20F: 3 clusters Score -1189834 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1189851.625000 Penalty: 2980.702148
	Iteration 21Q: 3 clusters Score -1189852 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1189870.250000 Penalty: 2980.702148
	Iteration 22Q: 3 clusters Score -1189870 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1189876.125000 Penalty: 2980.702148
	Iteration 23Q: 3 clusters Score -1189876 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1189893.250000 Penalty: 2980.702148
	Iteration 24Q: 3 clusters Score -1189893 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1189906.000000 Penalty: 2980.702148
	Iteration 25Q: 3 clusters Score -1189906 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1189918.250000 Penalty: 2980.702148
	Iteration 26Q: 3 clusters Score -1189918 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1189926.625000 Penalty: 2980.702148
	Iteration 27Q: 3 clusters Score -1189927 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1189939.500000 Penalty: 2980.702148
	Iteration 28Q: 3 clusters Score -1189940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1189943.000000 Penalty: 2980.702148
	Iteration 29Q: 3 clusters Score -1189943 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1189947.750000 Penalty: 2980.702148
	Iteration 30Q: 3 clusters Score -1189948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1189954.875000 Penalty: 2980.702148
	Iteration 31Q: 3 clusters Score -1189955 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1189963.000000 Penalty: 2980.702148
	Iteration 32Q: 3 clusters Score -1189963 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1189966.250000 Penalty: 2980.702148
	Iteration 33Q: 3 clusters Score -1189966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1189967 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1189972.875000 Penalty: 2980.702148
	Iteration 35Q: 3 clusters Score -1189973 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1189983.500000 Penalty: 2980.702148
	Iteration 36Q: 3 clusters Score -1189984 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1189992.500000 Penalty: 2980.702148
	Iteration 37Q: 3 clusters Score -1189992 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1189999.125000 Penalty: 2980.702148
	Iteration 38Q: 3 clusters Score -1189999 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1190006.125000 Penalty: 2980.702148
	Iteration 39Q: 3 clusters Score -1190006 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1190012.500000 Penalty: 2980.702148
	Iteration 40F: 3 clusters Score -1190012 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1190018.250000 Penalty: 2980.702148
	Iteration 41Q: 3 clusters Score -1190018 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1190027.500000 Penalty: 2980.702148
	Iteration 42Q: 3 clusters Score -1190028 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1190037.750000 Penalty: 2980.702148
	Iteration 43Q: 3 clusters Score -1190038 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1190046.750000 Penalty: 2980.702148
	Iteration 44Q: 3 clusters Score -1190047 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1190056.250000 Penalty: 2980.702148
	Iteration 45Q: 3 clusters Score -1190056 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1190068.375000 Penalty: 2980.702148
	Iteration 46Q: 3 clusters Score -1190068 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1190080.250000 Penalty: 2980.702148
	Iteration 47Q: 3 clusters Score -1190080 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1190095.875000 Penalty: 2980.702148
	Iteration 48Q: 3 clusters Score -1190096 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1190109.875000 Penalty: 2980.702148
	Iteration 49Q: 3 clusters Score -1190110 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1190118.250000 Penalty: 2980.702148
	Iteration 50Q: 3 clusters Score -1190118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1190124.000000 Penalty: 2980.702148
	Iteration 51Q: 3 clusters Score -1190124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1190129.125000 Penalty: 2980.702148
	Iteration 52Q: 3 clusters Score -1190129 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1190134.625000 Penalty: 2980.702148
	Iteration 53Q: 3 clusters Score -1190135 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1190143.125000 Penalty: 2980.702148
	Iteration 54Q: 3 clusters Score -1190143 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1190149.250000 Penalty: 2980.702148
	Iteration 55Q: 3 clusters Score -1190149 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1190151.500000 Penalty: 2980.702148
	Iteration 56Q: 3 clusters Score -1190152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1190156.000000 Penalty: 2980.702148
	Iteration 57Q: 3 clusters Score -1190156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1190161.250000 Penalty: 2980.702148
	Iteration 58Q: 3 clusters Score -1190161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1190164.375000 Penalty: 2980.702148
	Iteration 59Q: 3 clusters Score -1190164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1190167.250000 Penalty: 2980.702148
	Iteration 60F: 3 clusters Score -1190167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1190171.000000 Penalty: 2980.702148
	Iteration 61Q: 3 clusters Score -1190171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1190174.000000 Penalty: 2980.702148
	Iteration 62Q: 3 clusters Score -1190174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1190175.375000 Penalty: 2980.702148
	Iteration 63Q: 3 clusters Score -1190175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1190181.250000 Penalty: 2980.702148
	Iteration 64Q: 3 clusters Score -1190181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1190179.750000 Penalty: 2980.702148
	Iteration 65Q: 3 clusters Score -1190180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1190184.125000 Penalty: 2980.702148
	Iteration 66Q: 3 clusters Score -1190184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1190186.375000 Penalty: 2980.702148
	Iteration 67Q: 3 clusters Score -1190186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1190189.625000 Penalty: 2980.702148
	Iteration 68Q: 3 clusters Score -1190190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1190190.625000 Penalty: 2980.702148
	Iteration 69Q: 3 clusters Score -1190191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1190194.500000 Penalty: 2980.702148
	Iteration 70Q: 3 clusters Score -1190194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1190196.125000 Penalty: 2980.702148
	Iteration 71Q: 3 clusters Score -1190196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1190193.875000 Penalty: 2980.702148
	Iteration 72Q: 3 clusters Score -1190194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1190199.125000 Penalty: 2980.702148
	Iteration 73Q: 3 clusters Score -1190199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1190199.750000 Penalty: 2980.702148
	Iteration 74Q: 3 clusters Score -1190200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1190201.625000 Penalty: 2980.702148
	Iteration 75Q: 3 clusters Score -1190202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1190201.250000 Penalty: 2980.702148
	Iteration 76Q: 3 clusters Score -1190201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1190202.000000 Penalty: 2980.702148
	Iteration 77Q: 3 clusters Score -1190202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1190202.125000 Penalty: 2980.702148
	Iteration 78Q: 3 clusters Score -1190202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1190202.000000 Penalty: 2980.702148
	Iteration 79Q: 3 clusters Score -1190202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1190203.625000 Penalty: 2980.702148
	Iteration 80F: 3 clusters Score -1190204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1190205.125000 Penalty: 2980.702148
	Iteration 81Q: 3 clusters Score -1190205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1190205.250000 Penalty: 2980.702148
	Iteration 82Q: 3 clusters Score -1190205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1190207.750000 Penalty: 2980.702148
	Iteration 83Q: 3 clusters Score -1190208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1190207.125000 Penalty: 2980.702148
	Iteration 84Q: 3 clusters Score -1190207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1190208.250000 Penalty: 2980.702148
	Iteration 85Q: 3 clusters Score -1190208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1190212.250000 Penalty: 2980.702148
	Iteration 86Q: 3 clusters Score -1190212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1190210.875000 Penalty: 2980.702148
	Iteration 87Q: 3 clusters Score -1190211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1190213.000000 Penalty: 2980.702148
	Iteration 88Q: 3 clusters Score -1190213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1190213.750000 Penalty: 2980.702148
	Iteration 89Q: 3 clusters Score -1190214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1190214.875000 Penalty: 2980.702148
	Iteration 90Q: 3 clusters Score -1190215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1190217.000000 Penalty: 2980.702148
	Iteration 91Q: 3 clusters Score -1190217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1190217.875000 Penalty: 2980.702148
	Iteration 92Q: 3 clusters Score -1190218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1190220.875000 Penalty: 2980.702148
	Iteration 93Q: 3 clusters Score -1190221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1190219.875000 Penalty: 2980.702148
	Iteration 94Q: 3 clusters Score -1190220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1190219.125000 Penalty: 2980.702148
	Iteration 95Q: 3 clusters Score -1190219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1190220.875000 Penalty: 2980.702148
	Iteration 96Q: 3 clusters Score -1190221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1190219.875000 Penalty: 2980.702148
	Iteration 97Q: 3 clusters Score -1190220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1190221.500000 Penalty: 2980.702148
	Iteration 98Q: 3 clusters Score -1190222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1190221.500000 Penalty: 2980.702148
	Iteration 99Q: 3 clusters Score -1190222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1190221.125000 Penalty: 2980.702148
	Iteration 100F: 3 clusters Score -1190221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Entering Unmasked Estep 
Score: -126916.062500 Penalty: 1147.884399
	Iteration 0F: 2 clusters Score -126916.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -125417.023438 Penalty: 2295.768799
	Iteration 0F: 3 clusters Score -125417 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -125726.460938 Penalty: 2295.768799
	Iteration 1F: 3 clusters Score -125726.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -125815.875000 Penalty: 2295.768799
	Iteration 2F: 3 clusters Score -125815.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -125876.695312 Penalty: 2295.768799
	Iteration 3Q: 3 clusters Score -125876.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -125926.046875 Penalty: 2295.768799
	Iteration 4Q: 3 clusters Score -125926 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -125974.304688 Penalty: 2295.768799
	Iteration 5Q: 3 clusters Score -125974.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -126053.437500 Penalty: 2295.768799
	Iteration 6Q: 3 clusters Score -126053.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -126132.687500 Penalty: 2295.768799
	Iteration 7Q: 3 clusters Score -126132.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -126230.890625 Penalty: 2295.768799
	Iteration 8Q: 3 clusters Score -126230.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -126294.484375 Penalty: 2295.768799
	Iteration 9Q: 3 clusters Score -126294.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -126352.843750 Penalty: 2295.768799
	Iteration 10Q: 3 clusters Score -126352.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -126420.375000 Penalty: 2295.768799
	Iteration 11Q: 3 clusters Score -126420.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -126447.476562 Penalty: 2295.768799
	Iteration 12Q: 3 clusters Score -126447.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -126465.789062 Penalty: 2295.768799
	Iteration 13Q: 3 clusters Score -126465.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -126478.656250 Penalty: 2295.768799
	Iteration 14Q: 3 clusters Score -126478.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -126489.460938 Penalty: 2295.768799
	Iteration 15Q: 3 clusters Score -126489.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -126493.320312 Penalty: 2295.768799
	Iteration 16Q: 3 clusters Score -126493.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -126495.265625 Penalty: 2295.768799
	Iteration 17Q: 3 clusters Score -126495.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -126496.562500 Penalty: 2295.768799
	Iteration 18Q: 3 clusters Score -126496.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -126498.195312 Penalty: 2295.768799
	Iteration 19Q: 3 clusters Score -126498.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -126498.726562 Penalty: 2295.768799
	Iteration 20F: 3 clusters Score -126498.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -126501.914062 Penalty: 2295.768799
	Iteration 21Q: 3 clusters Score -126501.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -126502.390625 Penalty: 2295.768799
	Iteration 22Q: 3 clusters Score -126502.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -126502.703125 Penalty: 2295.768799
	Iteration 23Q: 3 clusters Score -126502.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -126502.703125 Penalty: 2295.768799
	Iteration 24F: 3 clusters Score -126502.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -11215.750977 Penalty: 957.392151
	Iteration 0F: 2 clusters Score -11215.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -10405.707031 Penalty: 1914.784302
	Iteration 0F: 3 clusters Score -10405.71 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -10688.210938 Penalty: 1914.784302
	Iteration 1F: 3 clusters Score -10688.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -10778.331055 Penalty: 1914.784302
	Iteration 2F: 3 clusters Score -10778.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10872.136719 Penalty: 1914.784302
	Iteration 3Q: 3 clusters Score -10872.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -10919.465820 Penalty: 1914.784302
	Iteration 4Q: 3 clusters Score -10919.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -10987.354492 Penalty: 1914.784302
	Iteration 5Q: 3 clusters Score -10987.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -11034.240234 Penalty: 1914.784302
	Iteration 6Q: 3 clusters Score -11034.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -11050.967773 Penalty: 1914.784302
	Iteration 7Q: 3 clusters Score -11050.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -11067.648438 Penalty: 1914.784302
	Iteration 8Q: 3 clusters Score -11067.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -11071.871094 Penalty: 1914.784302
	Iteration 9Q: 3 clusters Score -11071.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -11090.558594 Penalty: 1914.784302
	Iteration 10F: 3 clusters Score -11090.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -11164.877930 Penalty: 1914.784302
	Iteration 11Q: 3 clusters Score -11164.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -11190.483398 Penalty: 1914.784302
	Iteration 12Q: 3 clusters Score -11190.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -11215.617188 Penalty: 1914.784302
	Iteration 13Q: 3 clusters Score -11215.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -11232.092773 Penalty: 1914.784302
	Iteration 14Q: 3 clusters Score -11232.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -11241.559570 Penalty: 1914.784302
	Iteration 15Q: 3 clusters Score -11241.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -11256.401367 Penalty: 1914.784302
	Iteration 16Q: 3 clusters Score -11256.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -11256.401367 Penalty: 1914.784302
	Iteration 17F: 3 clusters Score -11256.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21167 members 
Mstep: Class 4 contains 30296 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 6730 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5015 members 
Mstep: Class 9 contains 4648 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13814 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36105 members 
Mstep: Class 14 contains 56346 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107046 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 55021 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63430 members 
Mstep: Class 24 contains 97578 members 
Mstep: Class 25 contains 68372 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102540 members 
Mstep: Class 29 contains 4690 members 
Mstep: Class 30 contains 75536 members 
Mstep: Class 31 contains 94286 members 
Mstep: Class 32 contains 3135 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9618 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 159 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Mstep: Class 41 contains 203 members 
Entering Unmasked Estep 
Score: -111774936.000000 Penalty: 91479.007812
Splitting cluster 37 changes total score from -111776112.000000 to -111774936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (2270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Entering Unmasked Estep 
Score: -278896.187500 Penalty: 1255.724487
	Iteration 0F: 2 clusters Score -278896.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -276651.687500 Penalty: 2511.448975
	Iteration 0F: 3 clusters Score -276651.7 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -277165.375000 Penalty: 2511.448975
	Iteration 1F: 3 clusters Score -277165.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -277308.343750 Penalty: 2511.448975
	Iteration 2F: 3 clusters Score -277308.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -277424.625000 Penalty: 2511.448975
	Iteration 3Q: 3 clusters Score -277424.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -277521.812500 Penalty: 2511.448975
	Iteration 4Q: 3 clusters Score -277521.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -277598.468750 Penalty: 2511.448975
	Iteration 5Q: 3 clusters Score -277598.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -277685.687500 Penalty: 2511.448975
	Iteration 6Q: 3 clusters Score -277685.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -277762.031250 Penalty: 2511.448975
	Iteration 7Q: 3 clusters Score -277762 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -277831.531250 Penalty: 2511.448975
	Iteration 8Q: 3 clusters Score -277831.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -277879.343750 Penalty: 2511.448975
	Iteration 9Q: 3 clusters Score -277879.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -277908.968750 Penalty: 2511.448975
	Iteration 10Q: 3 clusters Score -277909 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -277938.031250 Penalty: 2511.448975
	Iteration 11Q: 3 clusters Score -277938 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -277960.875000 Penalty: 2511.448975
	Iteration 12Q: 3 clusters Score -277960.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -277978.656250 Penalty: 2511.448975
	Iteration 13Q: 3 clusters Score -277978.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -278001.625000 Penalty: 2511.448975
	Iteration 14Q: 3 clusters Score -278001.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -278026.187500 Penalty: 2511.448975
	Iteration 15Q: 3 clusters Score -278026.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -278045.000000 Penalty: 2511.448975
	Iteration 16Q: 3 clusters Score -278045 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -278065.562500 Penalty: 2511.448975
	Iteration 17Q: 3 clusters Score -278065.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -278086.531250 Penalty: 2511.448975
	Iteration 18Q: 3 clusters Score -278086.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -278104.437500 Penalty: 2511.448975
	Iteration 19Q: 3 clusters Score -278104.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -278123.656250 Penalty: 2511.448975
	Iteration 20F: 3 clusters Score -278123.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -278139.781250 Penalty: 2511.448975
	Iteration 21Q: 3 clusters Score -278139.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -278151.843750 Penalty: 2511.448975
	Iteration 22Q: 3 clusters Score -278151.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -278156.750000 Penalty: 2511.448975
	Iteration 23Q: 3 clusters Score -278156.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -278161.968750 Penalty: 2511.448975
	Iteration 24Q: 3 clusters Score -278162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -278165.781250 Penalty: 2511.448975
	Iteration 25Q: 3 clusters Score -278165.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -278171.531250 Penalty: 2511.448975
	Iteration 26Q: 3 clusters Score -278171.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -278178.281250 Penalty: 2511.448975
	Iteration 27Q: 3 clusters Score -278178.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -278183.125000 Penalty: 2511.448975
	Iteration 28Q: 3 clusters Score -278183.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -278186.906250 Penalty: 2511.448975
	Iteration 29Q: 3 clusters Score -278186.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -278191.031250 Penalty: 2511.448975
	Iteration 30Q: 3 clusters Score -278191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -278192.343750 Penalty: 2511.448975
	Iteration 31Q: 3 clusters Score -278192.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -278194.843750 Penalty: 2511.448975
	Iteration 32Q: 3 clusters Score -278194.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -278199.437500 Penalty: 2511.448975
	Iteration 33Q: 3 clusters Score -278199.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -278201.906250 Penalty: 2511.448975
	Iteration 34Q: 3 clusters Score -278201.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -278202.937500 Penalty: 2511.448975
	Iteration 35Q: 3 clusters Score -278202.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -278202.937500 Penalty: 2511.448975
	Iteration 36F: 3 clusters Score -278202.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -54929.562500 Penalty: 1002.561707
	Iteration 0F: 2 clusters Score -54929.56 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 245 members 
Entering Unmasked Estep 
Score: -53932.375000 Penalty: 2005.123413
	Iteration 0F: 3 clusters Score -53932.38 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -54102.984375 Penalty: 2005.123413
	Iteration 1F: 3 clusters Score -54102.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -54162.914062 Penalty: 2005.123413
	Iteration 2F: 3 clusters Score -54162.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -54205.191406 Penalty: 2005.123413
	Iteration 3Q: 3 clusters Score -54205.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -54248.101562 Penalty: 2005.123413
	Iteration 4Q: 3 clusters Score -54248.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -54317.660156 Penalty: 2005.123413
	Iteration 5Q: 3 clusters Score -54317.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -54395.738281 Penalty: 2005.123413
	Iteration 6Q: 3 clusters Score -54395.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -54457.066406 Penalty: 2005.123413
	Iteration 7Q: 3 clusters Score -54457.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -54513.562500 Penalty: 2005.123413
	Iteration 8Q: 3 clusters Score -54513.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -54548.761719 Penalty: 2005.123413
	Iteration 9Q: 3 clusters Score -54548.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -54550.734375 Penalty: 2005.123413
	Iteration 10Q: 3 clusters Score -54550.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -54550.734375 Penalty: 2005.123413
	Iteration 11F: 3 clusters Score -54550.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Entering Unmasked Estep 
Score: -772878.875000 Penalty: 1428.814087
	Iteration 0F: 2 clusters Score -772878.9 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 3301 members 
Entering Unmasked Estep 
Score: -767895.125000 Penalty: 2857.628174
	Iteration 0F: 3 clusters Score -767895.1 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -769419.437500 Penalty: 2857.628174
	Iteration 1F: 3 clusters Score -769419.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -769806.062500 Penalty: 2857.628174
	Iteration 2F: 3 clusters Score -769806.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -770176.375000 Penalty: 2857.628174
	Iteration 3F: 3 clusters Score -770176.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -770506.062500 Penalty: 2857.628174
	Iteration 4F: 3 clusters Score -770506.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -770830.562500 Penalty: 2857.628174
	Iteration 5F: 3 clusters Score -770830.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -771148.375000 Penalty: 2857.628174
	Iteration 6F: 3 clusters Score -771148.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -771371.562500 Penalty: 2857.628174
	Iteration 7F: 3 clusters Score -771371.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -771513.875000 Penalty: 2857.628174
	Iteration 8Q: 3 clusters Score -771513.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -771618.750000 Penalty: 2857.628174
	Iteration 9Q: 3 clusters Score -771618.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -771679.437500 Penalty: 2857.628174
	Iteration 10Q: 3 clusters Score -771679.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -771752.625000 Penalty: 2857.628174
	Iteration 11Q: 3 clusters Score -771752.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -771834.937500 Penalty: 2857.628174
	Iteration 12Q: 3 clusters Score -771834.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -771894.312500 Penalty: 2857.628174
	Iteration 13Q: 3 clusters Score -771894.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -771940.250000 Penalty: 2857.628174
	Iteration 14Q: 3 clusters Score -771940.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -771975.250000 Penalty: 2857.628174
	Iteration 15Q: 3 clusters Score -771975.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -772003.250000 Penalty: 2857.628174
	Iteration 16Q: 3 clusters Score -772003.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -772035.500000 Penalty: 2857.628174
	Iteration 17Q: 3 clusters Score -772035.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -772071.125000 Penalty: 2857.628174
	Iteration 18Q: 3 clusters Score -772071.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -772104.875000 Penalty: 2857.628174
	Iteration 19Q: 3 clusters Score -772104.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -772124.625000 Penalty: 2857.628174
	Iteration 20F: 3 clusters Score -772124.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -772142.125000 Penalty: 2857.628174
	Iteration 21Q: 3 clusters Score -772142.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -772159.375000 Penalty: 2857.628174
	Iteration 22Q: 3 clusters Score -772159.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -772170.875000 Penalty: 2857.628174
	Iteration 23Q: 3 clusters Score -772170.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -772177.625000 Penalty: 2857.628174
	Iteration 24Q: 3 clusters Score -772177.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -772183.937500 Penalty: 2857.628174
	Iteration 25Q: 3 clusters Score -772183.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -772190.500000 Penalty: 2857.628174
	Iteration 26Q: 3 clusters Score -772190.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -772200.875000 Penalty: 2857.628174
	Iteration 27Q: 3 clusters Score -772200.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -772207.437500 Penalty: 2857.628174
	Iteration 28Q: 3 clusters Score -772207.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -772207.437500 Penalty: 2857.628174
	Iteration 29Q: 3 clusters Score -772207.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -772208.500000 Penalty: 2857.628174
	Iteration 30Q: 3 clusters Score -772208.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -772210.812500 Penalty: 2857.628174
	Iteration 31Q: 3 clusters Score -772210.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -772213.375000 Penalty: 2857.628174
	Iteration 32Q: 3 clusters Score -772213.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -772213.500000 Penalty: 2857.628174
	Iteration 33Q: 3 clusters Score -772213.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -772213.562500 Penalty: 2857.628174
	Iteration 34Q: 3 clusters Score -772213.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -772213.187500 Penalty: 2857.628174
	Iteration 35Q: 3 clusters Score -772213.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -772214.375000 Penalty: 2857.628174
	Iteration 36Q: 3 clusters Score -772214.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -772214.625000 Penalty: 2857.628174
	Iteration 37Q: 3 clusters Score -772214.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -772214.625000 Penalty: 2857.628174
	Iteration 38F: 3 clusters Score -772214.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21167 members 
Mstep: Class 4 contains 30296 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 6730 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5015 members 
Mstep: Class 9 contains 4648 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13814 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36105 members 
Mstep: Class 14 contains 56346 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107046 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 55021 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63430 members 
Mstep: Class 24 contains 97578 members 
Mstep: Class 25 contains 68372 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102540 members 
Mstep: Class 29 contains 4690 members 
Mstep: Class 30 contains 75536 members 
Mstep: Class 31 contains 94286 members 
Mstep: Class 32 contains 3135 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9618 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776120.000000 Penalty: 89247.812500
Iteration 479Q: 41 clusters Score -1.117761e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21165 members 
Mstep: Class 4 contains 30313 members 
Mstep: Class 5 contains 9918 members 
Mstep: Class 6 contains 6730 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5015 members 
Mstep: Class 9 contains 4648 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13814 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36105 members 
Mstep: Class 14 contains 56343 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107050 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 55021 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63427 members 
Mstep: Class 24 contains 97567 members 
Mstep: Class 25 contains 68367 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102541 members 
Mstep: Class 29 contains 4690 members 
Mstep: Class 30 contains 75536 members 
Mstep: Class 31 contains 94289 members 
Mstep: Class 32 contains 3135 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9619 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776144.000000 Penalty: 89247.812500
Iteration 480F: 41 clusters Score -1.117761e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21165 members 
Mstep: Class 4 contains 30322 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 6729 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5015 members 
Mstep: Class 9 contains 4648 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13815 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36105 members 
Mstep: Class 14 contains 56342 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107054 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 55016 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63420 members 
Mstep: Class 24 contains 97574 members 
Mstep: Class 25 contains 68368 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102530 members 
Mstep: Class 29 contains 4690 members 
Mstep: Class 30 contains 75536 members 
Mstep: Class 31 contains 94290 members 
Mstep: Class 32 contains 3135 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9620 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776144.000000 Penalty: 89247.812500
Iteration 481Q: 41 clusters Score -1.117761e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21164 members 
Mstep: Class 4 contains 30332 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 6730 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5015 members 
Mstep: Class 9 contains 4648 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13815 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36104 members 
Mstep: Class 14 contains 56342 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107051 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 55011 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63414 members 
Mstep: Class 24 contains 97578 members 
Mstep: Class 25 contains 68364 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102536 members 
Mstep: Class 29 contains 4690 members 
Mstep: Class 30 contains 75535 members 
Mstep: Class 31 contains 94291 members 
Mstep: Class 32 contains 3135 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9620 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2269 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776232.000000 Penalty: 89247.812500
Iteration 482Q: 41 clusters Score -1.117762e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21163 members 
Mstep: Class 4 contains 30336 members 
Mstep: Class 5 contains 9919 members 
Mstep: Class 6 contains 6730 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5015 members 
Mstep: Class 9 contains 4648 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13816 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36104 members 
Mstep: Class 14 contains 56344 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107052 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 55013 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63402 members 
Mstep: Class 24 contains 97589 members 
Mstep: Class 25 contains 68361 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102532 members 
Mstep: Class 29 contains 4690 members 
Mstep: Class 30 contains 75533 members 
Mstep: Class 31 contains 94291 members 
Mstep: Class 32 contains 3135 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9621 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2269 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776192.000000 Penalty: 89247.812500
Iteration 483Q: 41 clusters Score -1.117762e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21164 members 
Mstep: Class 4 contains 30343 members 
Mstep: Class 5 contains 9917 members 
Mstep: Class 6 contains 6730 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5015 members 
Mstep: Class 9 contains 4648 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13817 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36104 members 
Mstep: Class 14 contains 56345 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107044 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 55017 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63393 members 
Mstep: Class 24 contains 97588 members 
Mstep: Class 25 contains 68362 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102535 members 
Mstep: Class 29 contains 4690 members 
Mstep: Class 30 contains 75534 members 
Mstep: Class 31 contains 94291 members 
Mstep: Class 32 contains 3135 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9621 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776288.000000 Penalty: 89247.812500
Iteration 484Q: 41 clusters Score -1.117763e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21161 members 
Mstep: Class 4 contains 30349 members 
Mstep: Class 5 contains 9917 members 
Mstep: Class 6 contains 6730 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5015 members 
Mstep: Class 9 contains 4647 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13817 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36102 members 
Mstep: Class 14 contains 56345 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107046 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 55021 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63389 members 
Mstep: Class 24 contains 97588 members 
Mstep: Class 25 contains 68360 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102534 members 
Mstep: Class 29 contains 4690 members 
Mstep: Class 30 contains 75534 members 
Mstep: Class 31 contains 94292 members 
Mstep: Class 32 contains 3135 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9621 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776336.000000 Penalty: 89247.812500
Iteration 485Q: 41 clusters Score -1.117763e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21161 members 
Mstep: Class 4 contains 30359 members 
Mstep: Class 5 contains 9914 members 
Mstep: Class 6 contains 6730 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5015 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13817 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36100 members 
Mstep: Class 14 contains 56344 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107042 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 55023 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63383 members 
Mstep: Class 24 contains 97590 members 
Mstep: Class 25 contains 68361 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102531 members 
Mstep: Class 29 contains 4690 members 
Mstep: Class 30 contains 75536 members 
Mstep: Class 31 contains 94294 members 
Mstep: Class 32 contains 3135 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9622 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776336.000000 Penalty: 89247.812500
Iteration 486Q: 41 clusters Score -1.117763e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21160 members 
Mstep: Class 4 contains 30371 members 
Mstep: Class 5 contains 9914 members 
Mstep: Class 6 contains 6730 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 4647 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13817 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36101 members 
Mstep: Class 14 contains 56345 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107039 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 55022 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63376 members 
Mstep: Class 24 contains 97591 members 
Mstep: Class 25 contains 68360 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102526 members 
Mstep: Class 29 contains 4690 members 
Mstep: Class 30 contains 75537 members 
Mstep: Class 31 contains 94295 members 
Mstep: Class 32 contains 3136 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9622 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776376.000000 Penalty: 89247.812500
Iteration 487Q: 41 clusters Score -1.117764e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21158 members 
Mstep: Class 4 contains 30380 members 
Mstep: Class 5 contains 9913 members 
Mstep: Class 6 contains 6729 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13818 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36100 members 
Mstep: Class 14 contains 56345 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107047 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 55019 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63364 members 
Mstep: Class 24 contains 97590 members 
Mstep: Class 25 contains 68359 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102524 members 
Mstep: Class 29 contains 4690 members 
Mstep: Class 30 contains 75537 members 
Mstep: Class 31 contains 94300 members 
Mstep: Class 32 contains 3138 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9622 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776368.000000 Penalty: 89247.812500
Iteration 488Q: 41 clusters Score -1.117764e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21159 members 
Mstep: Class 4 contains 30391 members 
Mstep: Class 5 contains 9913 members 
Mstep: Class 6 contains 6727 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 4645 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13818 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36102 members 
Mstep: Class 14 contains 56343 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107053 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9738 members 
Mstep: Class 20 contains 55017 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63348 members 
Mstep: Class 24 contains 97589 members 
Mstep: Class 25 contains 68359 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102529 members 
Mstep: Class 29 contains 4690 members 
Mstep: Class 30 contains 75535 members 
Mstep: Class 31 contains 94302 members 
Mstep: Class 32 contains 3138 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9620 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776264.000000 Penalty: 89247.812500
Iteration 489Q: 41 clusters Score -1.117763e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21157 members 
Mstep: Class 4 contains 30410 members 
Mstep: Class 5 contains 9913 members 
Mstep: Class 6 contains 6728 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13819 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36104 members 
Mstep: Class 14 contains 56343 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107048 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9738 members 
Mstep: Class 20 contains 55015 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 63339 members 
Mstep: Class 24 contains 97579 members 
Mstep: Class 25 contains 68359 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102530 members 
Mstep: Class 29 contains 4690 members 
Mstep: Class 30 contains 75539 members 
Mstep: Class 31 contains 94303 members 
Mstep: Class 32 contains 3137 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9620 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776256.000000 Penalty: 89247.812500
Iteration 490Q: 41 clusters Score -1.117763e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21154 members 
Mstep: Class 4 contains 30423 members 
Mstep: Class 5 contains 9912 members 
Mstep: Class 6 contains 6728 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5011 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13819 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36104 members 
Mstep: Class 14 contains 56345 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107049 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9738 members 
Mstep: Class 20 contains 55014 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 629 members 
Mstep: Class 23 contains 63328 members 
Mstep: Class 24 contains 97578 members 
Mstep: Class 25 contains 68360 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102530 members 
Mstep: Class 29 contains 4689 members 
Mstep: Class 30 contains 75539 members 
Mstep: Class 31 contains 94306 members 
Mstep: Class 32 contains 3136 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9620 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776344.000000 Penalty: 89247.812500
Iteration 491Q: 41 clusters Score -1.117763e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21153 members 
Mstep: Class 4 contains 30434 members 
Mstep: Class 5 contains 9913 members 
Mstep: Class 6 contains 6728 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13819 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36103 members 
Mstep: Class 14 contains 56341 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107048 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 55013 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 633 members 
Mstep: Class 23 contains 63319 members 
Mstep: Class 24 contains 97585 members 
Mstep: Class 25 contains 68357 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102520 members 
Mstep: Class 29 contains 4689 members 
Mstep: Class 30 contains 75540 members 
Mstep: Class 31 contains 94313 members 
Mstep: Class 32 contains 3136 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9620 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776352.000000 Penalty: 89247.812500
Iteration 492Q: 41 clusters Score -1.117764e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21151 members 
Mstep: Class 4 contains 30442 members 
Mstep: Class 5 contains 9913 members 
Mstep: Class 6 contains 6728 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13819 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36105 members 
Mstep: Class 14 contains 56342 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107052 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 55010 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 633 members 
Mstep: Class 23 contains 63303 members 
Mstep: Class 24 contains 97594 members 
Mstep: Class 25 contains 68351 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102517 members 
Mstep: Class 29 contains 4689 members 
Mstep: Class 30 contains 75542 members 
Mstep: Class 31 contains 94316 members 
Mstep: Class 32 contains 3136 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9620 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776424.000000 Penalty: 89247.812500
Iteration 493Q: 41 clusters Score -1.117764e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21154 members 
Mstep: Class 4 contains 30452 members 
Mstep: Class 5 contains 9913 members 
Mstep: Class 6 contains 6729 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5007 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13819 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36106 members 
Mstep: Class 14 contains 56346 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107049 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 55008 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 634 members 
Mstep: Class 23 contains 63291 members 
Mstep: Class 24 contains 97597 members 
Mstep: Class 25 contains 68346 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102515 members 
Mstep: Class 29 contains 4689 members 
Mstep: Class 30 contains 75545 members 
Mstep: Class 31 contains 94316 members 
Mstep: Class 32 contains 3136 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9620 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776392.000000 Penalty: 89247.812500
Iteration 494Q: 41 clusters Score -1.117764e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21154 members 
Mstep: Class 4 contains 30464 members 
Mstep: Class 5 contains 9911 members 
Mstep: Class 6 contains 6729 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5008 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13819 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36106 members 
Mstep: Class 14 contains 56348 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107045 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 55015 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 634 members 
Mstep: Class 23 contains 63271 members 
Mstep: Class 24 contains 97599 members 
Mstep: Class 25 contains 68343 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102517 members 
Mstep: Class 29 contains 4689 members 
Mstep: Class 30 contains 75549 members 
Mstep: Class 31 contains 94314 members 
Mstep: Class 32 contains 3136 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9620 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776440.000000 Penalty: 89247.812500
Iteration 495Q: 41 clusters Score -1.117764e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21154 members 
Mstep: Class 4 contains 30481 members 
Mstep: Class 5 contains 9910 members 
Mstep: Class 6 contains 6729 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5009 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13819 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36106 members 
Mstep: Class 14 contains 56353 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107034 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 55013 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 634 members 
Mstep: Class 23 contains 63246 members 
Mstep: Class 24 contains 97606 members 
Mstep: Class 25 contains 68340 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102518 members 
Mstep: Class 29 contains 4689 members 
Mstep: Class 30 contains 75557 members 
Mstep: Class 31 contains 94316 members 
Mstep: Class 32 contains 3136 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9620 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776488.000000 Penalty: 89247.812500
Iteration 496Q: 41 clusters Score -1.117765e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21150 members 
Mstep: Class 4 contains 30500 members 
Mstep: Class 5 contains 9910 members 
Mstep: Class 6 contains 6729 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5009 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13819 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36106 members 
Mstep: Class 14 contains 56357 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107019 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 55014 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 634 members 
Mstep: Class 23 contains 63234 members 
Mstep: Class 24 contains 97611 members 
Mstep: Class 25 contains 68339 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102521 members 
Mstep: Class 29 contains 4689 members 
Mstep: Class 30 contains 75558 members 
Mstep: Class 31 contains 94315 members 
Mstep: Class 32 contains 3136 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9621 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776416.000000 Penalty: 89247.812500
Iteration 497Q: 41 clusters Score -1.117764e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21148 members 
Mstep: Class 4 contains 30511 members 
Mstep: Class 5 contains 9910 members 
Mstep: Class 6 contains 6730 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5009 members 
Mstep: Class 9 contains 4645 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13819 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36107 members 
Mstep: Class 14 contains 56354 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 107010 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 55013 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 634 members 
Mstep: Class 23 contains 63223 members 
Mstep: Class 24 contains 97610 members 
Mstep: Class 25 contains 68337 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102534 members 
Mstep: Class 29 contains 4689 members 
Mstep: Class 30 contains 75561 members 
Mstep: Class 31 contains 94315 members 
Mstep: Class 32 contains 3136 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9622 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776440.000000 Penalty: 89247.812500
Iteration 498Q: 41 clusters Score -1.117764e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21146 members 
Mstep: Class 4 contains 30531 members 
Mstep: Class 5 contains 9909 members 
Mstep: Class 6 contains 6729 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5009 members 
Mstep: Class 9 contains 4647 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13819 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36104 members 
Mstep: Class 14 contains 56346 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 106997 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 55011 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 634 members 
Mstep: Class 23 contains 63215 members 
Mstep: Class 24 contains 97614 members 
Mstep: Class 25 contains 68338 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102539 members 
Mstep: Class 29 contains 4689 members 
Mstep: Class 30 contains 75562 members 
Mstep: Class 31 contains 94320 members 
Mstep: Class 32 contains 3136 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9622 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776344.000000 Penalty: 89247.812500
Iteration 499Q: 41 clusters Score -1.117763e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 21146 members 
Mstep: Class 4 contains 30552 members 
Mstep: Class 5 contains 9907 members 
Mstep: Class 6 contains 6728 members 
Mstep: Class 7 contains 946 members 
Mstep: Class 8 contains 5009 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 13820 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 36103 members 
Mstep: Class 14 contains 56344 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 106982 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 55009 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 634 members 
Mstep: Class 23 contains 63210 members 
Mstep: Class 24 contains 97616 members 
Mstep: Class 25 contains 68339 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 302 members 
Mstep: Class 28 contains 102533 members 
Mstep: Class 29 contains 4689 members 
Mstep: Class 30 contains 75568 members 
Mstep: Class 31 contains 94324 members 
Mstep: Class 32 contains 3136 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 9622 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 362 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 478 members 
Mstep: Class 40 contains 6585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111776328.000000 Penalty: 89247.812500
Iteration 500F: 41 clusters Score -1.117763e+08 nChanged 95
Maximum iterations exceeded
--- Evaluating fit on full set of 2755323 points ---
Entering Unmasked Estep 
Score: -339578592.000000 Penalty: 96388.796875
24->41 Clusters: Score -339578592.000000, best is -339757952.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 918441 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 38297 members 
Mstep: Class 3 contains 38649 members 
Mstep: Class 4 contains 38485 members 
Mstep: Class 5 contains 38321 members 
Mstep: Class 6 contains 38395 members 
Mstep: Class 7 contains 38229 members 
Mstep: Class 8 contains 38021 members 
Mstep: Class 9 contains 38259 members 
Mstep: Class 10 contains 38490 members 
Mstep: Class 11 contains 37999 members 
Mstep: Class 12 contains 38264 members 
Mstep: Class 13 contains 37989 members 
Mstep: Class 14 contains 37900 members 
Mstep: Class 15 contains 38525 members 
Mstep: Class 16 contains 38258 members 
Mstep: Class 17 contains 38340 members 
Mstep: Class 18 contains 38399 members 
Mstep: Class 19 contains 38433 members 
Mstep: Class 20 contains 38483 members 
Mstep: Class 21 contains 38497 members 
Mstep: Class 22 contains 37991 members 
Mstep: Class 23 contains 38350 members 
Mstep: Class 24 contains 37961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 726.730347 but Gain 2231.195312
Score: -105392880.000000 Penalty: 51317.492188
Iteration 0F: 24 clusters Score -1.053929e+08 nChanged 880158
Entering Unmasked Mstep 
Mstep: Class 0 contains 1868 members 
Mstep: Class 1 contains 127073 members 
Mstep: Class 2 contains 162971 members 
Mstep: Class 3 contains 3594 members 
Mstep: Class 4 contains 2323 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 7 contains 44857 members 
Mstep: Class 8 contains 10536 members 
Mstep: Class 9 contains 10964 members 
Mstep: Class 10 contains 160272 members 
Mstep: Class 11 contains 2959 members 
Mstep: Class 12 contains 3905 members 
Mstep: Class 13 contains 8321 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 220134 members 
Mstep: Class 16 contains 2210 members 
Mstep: Class 17 contains 11328 members 
Mstep: Class 18 contains 8048 members 
Mstep: Class 19 contains 6167 members 
Mstep: Class 20 contains 5420 members 
Mstep: Class 21 contains 106187 members 
Mstep: Class 22 contains 5715 members 
Mstep: Class 23 contains 8492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110137536.000000 Penalty: 51317.492188
Iteration 1F: 24 clusters Score -1.101375e+08 nChanged 300565
Entering Unmasked Mstep 
Mstep: Class 0 contains 1632 members 
Mstep: Class 1 contains 153181 members 
Mstep: Class 2 contains 165279 members 
Mstep: Class 3 contains 2218 members 
Mstep: Class 4 contains 2405 members 
Mstep: Class 5 contains 4181 members 
Mstep: Class 6 contains 1358 members 
Mstep: Class 7 contains 44357 members 
Mstep: Class 8 contains 7576 members 
Mstep: Class 9 contains 17125 members 
Mstep: Class 10 contains 189484 members 
Mstep: Class 11 contains 3347 members 
Mstep: Class 12 contains 2472 members 
Mstep: Class 13 contains 7375 members 
Mstep: Class 14 contains 2043 members 
Mstep: Class 15 contains 165151 members 
Mstep: Class 16 contains 3192 members 
Mstep: Class 17 contains 7450 members 
Mstep: Class 18 contains 4152 members 
Mstep: Class 19 contains 10136 members 
Mstep: Class 20 contains 4866 members 
Mstep: Class 21 contains 105153 members 
Mstep: Class 22 contains 8046 members 
Mstep: Class 23 contains 6262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1670.455933 but Gain 2231.195312
Score: -110659976.000000 Penalty: 49086.296875
Iteration 2F: 23 clusters Score -1.1066e+08 nChanged 210695
Entering Unmasked Mstep 
Mstep: Class 0 contains 1227 members 
Mstep: Class 1 contains 175181 members 
Mstep: Class 2 contains 159327 members 
Mstep: Class 3 contains 3665 members 
Mstep: Class 4 contains 2555 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 7 contains 48604 members 
Mstep: Class 8 contains 6978 members 
Mstep: Class 9 contains 32913 members 
Mstep: Class 10 contains 176308 members 
Mstep: Class 11 contains 3845 members 
Mstep: Class 12 contains 3520 members 
Mstep: Class 13 contains 13082 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 140432 members 
Mstep: Class 16 contains 2385 members 
Mstep: Class 17 contains 5444 members 
Mstep: Class 18 contains 3951 members 
Mstep: Class 19 contains 11885 members 
Mstep: Class 20 contains 5657 members 
Mstep: Class 21 contains 99407 members 
Mstep: Class 22 contains 10589 members 
Mstep: Class 23 contains 5381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110948104.000000 Penalty: 49086.296875
Iteration 3F: 23 clusters Score -1.109481e+08 nChanged 164841
Entering Unmasked Mstep 
Mstep: Class 0 contains 957 members 
Mstep: Class 1 contains 191338 members 
Mstep: Class 2 contains 149428 members 
Mstep: Class 3 contains 6600 members 
Mstep: Class 4 contains 3519 members 
Mstep: Class 5 contains 4166 members 
Mstep: Class 7 contains 49786 members 
Mstep: Class 8 contains 5581 members 
Mstep: Class 9 contains 46711 members 
Mstep: Class 10 contains 154720 members 
Mstep: Class 11 contains 3224 members 
Mstep: Class 12 contains 4375 members 
Mstep: Class 13 contains 23071 members 
Mstep: Class 14 contains 958 members 
Mstep: Class 15 contains 131173 members 
Mstep: Class 16 contains 1918 members 
Mstep: Class 17 contains 4607 members 
Mstep: Class 18 contains 4788 members 
Mstep: Class 19 contains 13100 members 
Mstep: Class 20 contains 6490 members 
Mstep: Class 21 contains 95686 members 
Mstep: Class 22 contains 11670 members 
Mstep: Class 23 contains 4575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111109712.000000 Penalty: 49086.296875
Iteration 4F: 23 clusters Score -1.111097e+08 nChanged 132837
Entering Unmasked Mstep 
Mstep: Class 0 contains 784 members 
Mstep: Class 1 contains 194753 members 
Mstep: Class 2 contains 139844 members 
Mstep: Class 3 contains 9477 members 
Mstep: Class 4 contains 4837 members 
Mstep: Class 5 contains 3249 members 
Mstep: Class 7 contains 47362 members 
Mstep: Class 8 contains 4776 members 
Mstep: Class 9 contains 56430 members 
Mstep: Class 10 contains 141732 members 
Mstep: Class 11 contains 2812 members 
Mstep: Class 12 contains 4837 members 
Mstep: Class 13 contains 33995 members 
Mstep: Class 14 contains 1061 members 
Mstep: Class 15 contains 129871 members 
Mstep: Class 16 contains 2123 members 
Mstep: Class 17 contains 4120 members 
Mstep: Class 18 contains 5855 members 
Mstep: Class 19 contains 13588 members 
Mstep: Class 20 contains 7084 members 
Mstep: Class 21 contains 93160 members 
Mstep: Class 22 contains 12504 members 
Mstep: Class 23 contains 4187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111212504.000000 Penalty: 49086.296875
Iteration 5F: 23 clusters Score -1.112125e+08 nChanged 106792
Entering Unmasked Mstep 
Mstep: Class 0 contains 662 members 
Mstep: Class 1 contains 188719 members 
Mstep: Class 2 contains 133205 members 
Mstep: Class 3 contains 11915 members 
Mstep: Class 4 contains 6084 members 
Mstep: Class 5 contains 3131 members 
Mstep: Class 7 contains 43390 members 
Mstep: Class 8 contains 4425 members 
Mstep: Class 9 contains 62874 members 
Mstep: Class 10 contains 137557 members 
Mstep: Class 11 contains 2553 members 
Mstep: Class 12 contains 5071 members 
Mstep: Class 13 contains 42881 members 
Mstep: Class 14 contains 1128 members 
Mstep: Class 15 contains 132135 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 17 contains 3828 members 
Mstep: Class 18 contains 6597 members 
Mstep: Class 19 contains 13670 members 
Mstep: Class 20 contains 7707 members 
Mstep: Class 21 contains 91007 members 
Mstep: Class 22 contains 13579 members 
Mstep: Class 23 contains 4035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111291400.000000 Penalty: 49086.296875
Iteration 6F: 23 clusters Score -1.112914e+08 nChanged 89221
Entering Unmasked Mstep 
Mstep: Class 0 contains 574 members 
Mstep: Class 1 contains 187443 members 
Mstep: Class 2 contains 127644 members 
Mstep: Class 3 contains 14327 members 
Mstep: Class 4 contains 7119 members 
Mstep: Class 5 contains 3319 members 
Mstep: Class 7 contains 39664 members 
Mstep: Class 8 contains 4191 members 
Mstep: Class 9 contains 66295 members 
Mstep: Class 10 contains 135303 members 
Mstep: Class 11 contains 2427 members 
Mstep: Class 12 contains 5158 members 
Mstep: Class 13 contains 49892 members 
Mstep: Class 14 contains 1168 members 
Mstep: Class 15 contains 131729 members 
Mstep: Class 16 contains 2366 members 
Mstep: Class 17 contains 3671 members 
Mstep: Class 18 contains 6979 members 
Mstep: Class 19 contains 13603 members 
Mstep: Class 20 contains 8495 members 
Mstep: Class 21 contains 88165 members 
Mstep: Class 22 contains 14841 members 
Mstep: Class 23 contains 4068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111347032.000000 Penalty: 49086.296875
Iteration 7F: 23 clusters Score -1.11347e+08 nChanged 78644
Entering Unmasked Mstep 
Mstep: Class 0 contains 524 members 
Mstep: Class 1 contains 189721 members 
Mstep: Class 2 contains 122704 members 
Mstep: Class 3 contains 16602 members 
Mstep: Class 4 contains 8030 members 
Mstep: Class 5 contains 3589 members 
Mstep: Class 7 contains 36677 members 
Mstep: Class 8 contains 4000 members 
Mstep: Class 9 contains 67857 members 
Mstep: Class 10 contains 134376 members 
Mstep: Class 11 contains 2371 members 
Mstep: Class 12 contains 5120 members 
Mstep: Class 13 contains 55679 members 
Mstep: Class 14 contains 1172 members 
Mstep: Class 15 contains 128779 members 
Mstep: Class 16 contains 2385 members 
Mstep: Class 17 contains 3558 members 
Mstep: Class 18 contains 7143 members 
Mstep: Class 19 contains 13462 members 
Mstep: Class 20 contains 9554 members 
Mstep: Class 21 contains 84816 members 
Mstep: Class 22 contains 16249 members 
Mstep: Class 23 contains 4073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111392032.000000 Penalty: 49086.296875
Iteration 8F: 23 clusters Score -1.11392e+08 nChanged 69338
Entering Unmasked Mstep 
Mstep: Class 0 contains 489 members 
Mstep: Class 1 contains 192297 members 
Mstep: Class 2 contains 118191 members 
Mstep: Class 3 contains 18666 members 
Mstep: Class 4 contains 8839 members 
Mstep: Class 5 contains 3854 members 
Mstep: Class 7 contains 34251 members 
Mstep: Class 8 contains 3816 members 
Mstep: Class 9 contains 68320 members 
Mstep: Class 10 contains 134361 members 
Mstep: Class 11 contains 2316 members 
Mstep: Class 12 contains 4991 members 
Mstep: Class 13 contains 60625 members 
Mstep: Class 14 contains 1185 members 
Mstep: Class 15 contains 125506 members 
Mstep: Class 16 contains 2352 members 
Mstep: Class 17 contains 3469 members 
Mstep: Class 18 contains 7312 members 
Mstep: Class 19 contains 13266 members 
Mstep: Class 20 contains 11106 members 
Mstep: Class 21 contains 81696 members 
Mstep: Class 22 contains 17473 members 
Mstep: Class 23 contains 4060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111429008.000000 Penalty: 49086.296875
Iteration 9F: 23 clusters Score -1.11429e+08 nChanged 61494
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 193593 members 
Mstep: Class 2 contains 114581 members 
Mstep: Class 3 contains 20357 members 
Mstep: Class 4 contains 9555 members 
Mstep: Class 5 contains 4093 members 
Mstep: Class 7 contains 32133 members 
Mstep: Class 8 contains 3639 members 
Mstep: Class 9 contains 68202 members 
Mstep: Class 10 contains 134441 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 4799 members 
Mstep: Class 13 contains 64870 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 122991 members 
Mstep: Class 16 contains 2315 members 
Mstep: Class 17 contains 3414 members 
Mstep: Class 18 contains 7438 members 
Mstep: Class 19 contains 13104 members 
Mstep: Class 20 contains 13093 members 
Mstep: Class 21 contains 79212 members 
Mstep: Class 22 contains 18584 members 
Mstep: Class 23 contains 4093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111459464.000000 Penalty: 49086.296875
Iteration 10F: 23 clusters Score -1.114595e+08 nChanged 53820
Entering Unmasked Mstep 
Mstep: Class 0 contains 442 members 
Mstep: Class 1 contains 193594 members 
Mstep: Class 2 contains 111708 members 
Mstep: Class 3 contains 21687 members 
Mstep: Class 4 contains 10108 members 
Mstep: Class 5 contains 4242 members 
Mstep: Class 7 contains 30220 members 
Mstep: Class 8 contains 3480 members 
Mstep: Class 9 contains 68045 members 
Mstep: Class 10 contains 134137 members 
Mstep: Class 11 contains 2244 members 
Mstep: Class 12 contains 4611 members 
Mstep: Class 13 contains 68819 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 121463 members 
Mstep: Class 16 contains 2268 members 
Mstep: Class 17 contains 3400 members 
Mstep: Class 18 contains 7500 members 
Mstep: Class 19 contains 12974 members 
Mstep: Class 20 contains 15296 members 
Mstep: Class 21 contains 77388 members 
Mstep: Class 22 contains 19457 members 
Mstep: Class 23 contains 4163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111484088.000000 Penalty: 49086.296875
Iteration 11F: 23 clusters Score -1.114841e+08 nChanged 46517
Entering Unmasked Mstep 
Mstep: Class 0 contains 427 members 
Mstep: Class 1 contains 193119 members 
Mstep: Class 2 contains 109579 members 
Mstep: Class 3 contains 22732 members 
Mstep: Class 4 contains 10437 members 
Mstep: Class 5 contains 4319 members 
Mstep: Class 7 contains 28502 members 
Mstep: Class 8 contains 3391 members 
Mstep: Class 9 contains 67962 members 
Mstep: Class 10 contains 133187 members 
Mstep: Class 11 contains 2215 members 
Mstep: Class 12 contains 4500 members 
Mstep: Class 13 contains 72399 members 
Mstep: Class 14 contains 1186 members 
Mstep: Class 15 contains 120315 members 
Mstep: Class 16 contains 2235 members 
Mstep: Class 17 contains 3407 members 
Mstep: Class 18 contains 7539 members 
Mstep: Class 19 contains 12860 members 
Mstep: Class 20 contains 17452 members 
Mstep: Class 21 contains 76293 members 
Mstep: Class 22 contains 20125 members 
Mstep: Class 23 contains 4260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111504240.000000 Penalty: 49086.296875
Iteration 12F: 23 clusters Score -1.115042e+08 nChanged 39633
Entering Unmasked Mstep 
Mstep: Class 0 contains 414 members 
Mstep: Class 1 contains 192146 members 
Mstep: Class 2 contains 108303 members 
Mstep: Class 3 contains 23599 members 
Mstep: Class 4 contains 10577 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 7 contains 26852 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 67938 members 
Mstep: Class 10 contains 132101 members 
Mstep: Class 11 contains 2191 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 75825 members 
Mstep: Class 14 contains 1169 members 
Mstep: Class 15 contains 118920 members 
Mstep: Class 16 contains 2189 members 
Mstep: Class 17 contains 3377 members 
Mstep: Class 18 contains 7587 members 
Mstep: Class 19 contains 12734 members 
Mstep: Class 20 contains 19383 members 
Mstep: Class 21 contains 75840 members 
Mstep: Class 22 contains 20669 members 
Mstep: Class 23 contains 4398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111519816.000000 Penalty: 49086.296875
Iteration 13Q: 23 clusters Score -1.115198e+08 nChanged 33431
Entering Unmasked Mstep 
Mstep: Class 0 contains 408 members 
Mstep: Class 1 contains 190756 members 
Mstep: Class 2 contains 107205 members 
Mstep: Class 3 contains 24305 members 
Mstep: Class 4 contains 10541 members 
Mstep: Class 5 contains 4433 members 
Mstep: Class 7 contains 25348 members 
Mstep: Class 8 contains 3571 members 
Mstep: Class 9 contains 68109 members 
Mstep: Class 10 contains 131145 members 
Mstep: Class 11 contains 2169 members 
Mstep: Class 12 contains 4435 members 
Mstep: Class 13 contains 79177 members 
Mstep: Class 14 contains 1148 members 
Mstep: Class 15 contains 117274 members 
Mstep: Class 16 contains 2151 members 
Mstep: Class 17 contains 3396 members 
Mstep: Class 18 contains 7624 members 
Mstep: Class 19 contains 12648 members 
Mstep: Class 20 contains 21144 members 
Mstep: Class 21 contains 75795 members 
Mstep: Class 22 contains 21104 members 
Mstep: Class 23 contains 4555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111532160.000000 Penalty: 49086.296875
Iteration 14Q: 23 clusters Score -1.115322e+08 nChanged 28435
Entering Unmasked Mstep 
Mstep: Class 0 contains 406 members 
Mstep: Class 1 contains 189281 members 
Mstep: Class 2 contains 106425 members 
Mstep: Class 3 contains 24882 members 
Mstep: Class 4 contains 10295 members 
Mstep: Class 5 contains 4507 members 
Mstep: Class 7 contains 23953 members 
Mstep: Class 8 contains 4022 members 
Mstep: Class 9 contains 68192 members 
Mstep: Class 10 contains 130119 members 
Mstep: Class 11 contains 2146 members 
Mstep: Class 12 contains 4444 members 
Mstep: Class 13 contains 82361 members 
Mstep: Class 14 contains 1136 members 
Mstep: Class 15 contains 115614 members 
Mstep: Class 16 contains 2118 members 
Mstep: Class 17 contains 3432 members 
Mstep: Class 18 contains 7644 members 
Mstep: Class 19 contains 12598 members 
Mstep: Class 20 contains 22708 members 
Mstep: Class 21 contains 75994 members 
Mstep: Class 22 contains 21412 members 
Mstep: Class 23 contains 4752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111541936.000000 Penalty: 49086.296875
Iteration 15Q: 23 clusters Score -1.115419e+08 nChanged 25157
Entering Unmasked Mstep 
Mstep: Class 0 contains 406 members 
Mstep: Class 1 contains 187506 members 
Mstep: Class 2 contains 105545 members 
Mstep: Class 3 contains 25325 members 
Mstep: Class 4 contains 10009 members 
Mstep: Class 5 contains 4568 members 
Mstep: Class 7 contains 22638 members 
Mstep: Class 8 contains 4627 members 
Mstep: Class 9 contains 68282 members 
Mstep: Class 10 contains 129049 members 
Mstep: Class 11 contains 2145 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 85407 members 
Mstep: Class 14 contains 1132 members 
Mstep: Class 15 contains 114324 members 
Mstep: Class 16 contains 2081 members 
Mstep: Class 17 contains 3467 members 
Mstep: Class 18 contains 7661 members 
Mstep: Class 19 contains 12589 members 
Mstep: Class 20 contains 24073 members 
Mstep: Class 21 contains 76549 members 
Mstep: Class 22 contains 21702 members 
Mstep: Class 23 contains 4923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111551152.000000 Penalty: 49086.296875
Iteration 16Q: 23 clusters Score -1.115512e+08 nChanged 22514
Entering Unmasked Mstep 
Mstep: Class 0 contains 406 members 
Mstep: Class 1 contains 185582 members 
Mstep: Class 2 contains 104592 members 
Mstep: Class 3 contains 25654 members 
Mstep: Class 4 contains 9801 members 
Mstep: Class 5 contains 4624 members 
Mstep: Class 7 contains 21414 members 
Mstep: Class 8 contains 5208 members 
Mstep: Class 9 contains 68300 members 
Mstep: Class 10 contains 128159 members 
Mstep: Class 11 contains 2149 members 
Mstep: Class 12 contains 4424 members 
Mstep: Class 13 contains 88197 members 
Mstep: Class 14 contains 1131 members 
Mstep: Class 15 contains 113390 members 
Mstep: Class 16 contains 2044 members 
Mstep: Class 17 contains 3476 members 
Mstep: Class 18 contains 7657 members 
Mstep: Class 19 contains 12601 members 
Mstep: Class 20 contains 25384 members 
Mstep: Class 21 contains 77174 members 
Mstep: Class 22 contains 21942 members 
Mstep: Class 23 contains 5132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111558088.000000 Penalty: 49086.296875
Iteration 17Q: 23 clusters Score -1.115581e+08 nChanged 20860
Entering Unmasked Mstep 
Mstep: Class 0 contains 406 members 
Mstep: Class 1 contains 183523 members 
Mstep: Class 2 contains 103598 members 
Mstep: Class 3 contains 25823 members 
Mstep: Class 4 contains 9681 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 7 contains 20311 members 
Mstep: Class 8 contains 5684 members 
Mstep: Class 9 contains 68248 members 
Mstep: Class 10 contains 127154 members 
Mstep: Class 11 contains 2152 members 
Mstep: Class 12 contains 4412 members 
Mstep: Class 13 contains 90986 members 
Mstep: Class 14 contains 1131 members 
Mstep: Class 15 contains 112838 members 
Mstep: Class 16 contains 2024 members 
Mstep: Class 17 contains 3496 members 
Mstep: Class 18 contains 7654 members 
Mstep: Class 19 contains 12643 members 
Mstep: Class 20 contains 26585 members 
Mstep: Class 21 contains 77972 members 
Mstep: Class 22 contains 22094 members 
Mstep: Class 23 contains 5336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111563928.000000 Penalty: 49086.296875
Iteration 18Q: 23 clusters Score -1.115639e+08 nChanged 19478
Entering Unmasked Mstep 
Mstep: Class 0 contains 406 members 
Mstep: Class 1 contains 181259 members 
Mstep: Class 2 contains 102766 members 
Mstep: Class 3 contains 25920 members 
Mstep: Class 4 contains 9608 members 
Mstep: Class 5 contains 4767 members 
Mstep: Class 7 contains 19290 members 
Mstep: Class 8 contains 5995 members 
Mstep: Class 9 contains 68152 members 
Mstep: Class 10 contains 126208 members 
Mstep: Class 11 contains 2163 members 
Mstep: Class 12 contains 4397 members 
Mstep: Class 13 contains 93717 members 
Mstep: Class 14 contains 1129 members 
Mstep: Class 15 contains 112418 members 
Mstep: Class 16 contains 2002 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7650 members 
Mstep: Class 19 contains 12731 members 
Mstep: Class 20 contains 27709 members 
Mstep: Class 21 contains 78862 members 
Mstep: Class 22 contains 22221 members 
Mstep: Class 23 contains 5574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111568328.000000 Penalty: 49086.296875
Iteration 19Q: 23 clusters Score -1.115683e+08 nChanged 19106
Entering Unmasked Mstep 
Mstep: Class 0 contains 406 members 
Mstep: Class 1 contains 178838 members 
Mstep: Class 2 contains 102083 members 
Mstep: Class 3 contains 25997 members 
Mstep: Class 4 contains 9535 members 
Mstep: Class 5 contains 4828 members 
Mstep: Class 7 contains 18334 members 
Mstep: Class 8 contains 6136 members 
Mstep: Class 9 contains 67933 members 
Mstep: Class 10 contains 125120 members 
Mstep: Class 11 contains 2168 members 
Mstep: Class 12 contains 4381 members 
Mstep: Class 13 contains 96660 members 
Mstep: Class 14 contains 1129 members 
Mstep: Class 15 contains 112055 members 
Mstep: Class 16 contains 1989 members 
Mstep: Class 17 contains 3484 members 
Mstep: Class 18 contains 7660 members 
Mstep: Class 19 contains 12838 members 
Mstep: Class 20 contains 28790 members 
Mstep: Class 21 contains 79827 members 
Mstep: Class 22 contains 22349 members 
Mstep: Class 23 contains 5901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111573112.000000 Penalty: 49086.296875
Iteration 20F: 23 clusters Score -1.115731e+08 nChanged 19655
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 176049 members 
Mstep: Class 2 contains 101428 members 
Mstep: Class 3 contains 26045 members 
Mstep: Class 4 contains 9497 members 
Mstep: Class 5 contains 4883 members 
Mstep: Class 7 contains 17427 members 
Mstep: Class 8 contains 6148 members 
Mstep: Class 9 contains 67666 members 
Mstep: Class 10 contains 123861 members 
Mstep: Class 11 contains 2148 members 
Mstep: Class 12 contains 4369 members 
Mstep: Class 13 contains 100235 members 
Mstep: Class 14 contains 1034 members 
Mstep: Class 15 contains 111524 members 
Mstep: Class 16 contains 2106 members 
Mstep: Class 17 contains 3473 members 
Mstep: Class 18 contains 7667 members 
Mstep: Class 19 contains 12939 members 
Mstep: Class 20 contains 29813 members 
Mstep: Class 21 contains 80925 members 
Mstep: Class 22 contains 22533 members 
Mstep: Class 23 contains 6275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111579360.000000 Penalty: 49086.296875
Iteration 21Q: 23 clusters Score -1.115794e+08 nChanged 19828
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 173514 members 
Mstep: Class 2 contains 100663 members 
Mstep: Class 3 contains 26111 members 
Mstep: Class 4 contains 9502 members 
Mstep: Class 5 contains 4969 members 
Mstep: Class 7 contains 16577 members 
Mstep: Class 8 contains 6128 members 
Mstep: Class 9 contains 67400 members 
Mstep: Class 10 contains 122562 members 
Mstep: Class 11 contains 2169 members 
Mstep: Class 12 contains 4356 members 
Mstep: Class 13 contains 104217 members 
Mstep: Class 14 contains 1002 members 
Mstep: Class 15 contains 110492 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 3498 members 
Mstep: Class 18 contains 7676 members 
Mstep: Class 19 contains 13001 members 
Mstep: Class 20 contains 30765 members 
Mstep: Class 21 contains 82013 members 
Mstep: Class 22 contains 22692 members 
Mstep: Class 23 contains 6705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111584144.000000 Penalty: 49086.296875
Iteration 22Q: 23 clusters Score -1.115841e+08 nChanged 19923
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 170755 members 
Mstep: Class 2 contains 99955 members 
Mstep: Class 3 contains 26300 members 
Mstep: Class 4 contains 9511 members 
Mstep: Class 5 contains 5045 members 
Mstep: Class 7 contains 15824 members 
Mstep: Class 8 contains 6190 members 
Mstep: Class 9 contains 67051 members 
Mstep: Class 10 contains 121269 members 
Mstep: Class 11 contains 2207 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 13 contains 107843 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 15 contains 109781 members 
Mstep: Class 16 contains 1939 members 
Mstep: Class 17 contains 3529 members 
Mstep: Class 18 contains 7680 members 
Mstep: Class 19 contains 13073 members 
Mstep: Class 20 contains 31716 members 
Mstep: Class 21 contains 83133 members 
Mstep: Class 22 contains 22862 members 
Mstep: Class 23 contains 7077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111587864.000000 Penalty: 49086.296875
Iteration 23Q: 23 clusters Score -1.115879e+08 nChanged 19264
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 168062 members 
Mstep: Class 2 contains 99510 members 
Mstep: Class 3 contains 26629 members 
Mstep: Class 4 contains 9506 members 
Mstep: Class 5 contains 5089 members 
Mstep: Class 7 contains 15196 members 
Mstep: Class 8 contains 6283 members 
Mstep: Class 9 contains 66667 members 
Mstep: Class 10 contains 120243 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 4301 members 
Mstep: Class 13 contains 110539 members 
Mstep: Class 14 contains 1002 members 
Mstep: Class 15 contains 109398 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3548 members 
Mstep: Class 18 contains 7682 members 
Mstep: Class 19 contains 13120 members 
Mstep: Class 20 contains 32689 members 
Mstep: Class 21 contains 84108 members 
Mstep: Class 22 contains 23006 members 
Mstep: Class 23 contains 7394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111589536.000000 Penalty: 49086.296875
Iteration 24Q: 23 clusters Score -1.115895e+08 nChanged 18314
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 165383 members 
Mstep: Class 2 contains 99282 members 
Mstep: Class 3 contains 27154 members 
Mstep: Class 4 contains 9517 members 
Mstep: Class 5 contains 5113 members 
Mstep: Class 7 contains 14626 members 
Mstep: Class 8 contains 6380 members 
Mstep: Class 9 contains 66240 members 
Mstep: Class 10 contains 119591 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 4263 members 
Mstep: Class 13 contains 111864 members 
Mstep: Class 14 contains 1005 members 
Mstep: Class 15 contains 109481 members 
Mstep: Class 16 contains 1793 members 
Mstep: Class 17 contains 3584 members 
Mstep: Class 18 contains 7676 members 
Mstep: Class 19 contains 13209 members 
Mstep: Class 20 contains 33736 members 
Mstep: Class 21 contains 85095 members 
Mstep: Class 22 contains 23167 members 
Mstep: Class 23 contains 7634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111592144.000000 Penalty: 49086.296875
Iteration 25Q: 23 clusters Score -1.115921e+08 nChanged 17104
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 162879 members 
Mstep: Class 2 contains 99176 members 
Mstep: Class 3 contains 27929 members 
Mstep: Class 4 contains 9505 members 
Mstep: Class 5 contains 5130 members 
Mstep: Class 7 contains 14091 members 
Mstep: Class 8 contains 6447 members 
Mstep: Class 9 contains 65760 members 
Mstep: Class 10 contains 119494 members 
Mstep: Class 11 contains 2279 members 
Mstep: Class 12 contains 4225 members 
Mstep: Class 13 contains 112025 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 109751 members 
Mstep: Class 16 contains 1749 members 
Mstep: Class 17 contains 3656 members 
Mstep: Class 18 contains 7675 members 
Mstep: Class 19 contains 13264 members 
Mstep: Class 20 contains 34806 members 
Mstep: Class 21 contains 86054 members 
Mstep: Class 22 contains 23341 members 
Mstep: Class 23 contains 7809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111593432.000000 Penalty: 49086.296875
Iteration 26Q: 23 clusters Score -1.115934e+08 nChanged 15911
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 160716 members 
Mstep: Class 2 contains 99307 members 
Mstep: Class 3 contains 28790 members 
Mstep: Class 4 contains 9480 members 
Mstep: Class 5 contains 5140 members 
Mstep: Class 7 contains 13629 members 
Mstep: Class 8 contains 6513 members 
Mstep: Class 9 contains 65262 members 
Mstep: Class 10 contains 119446 members 
Mstep: Class 11 contains 2286 members 
Mstep: Class 12 contains 4199 members 
Mstep: Class 13 contains 111260 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 110152 members 
Mstep: Class 16 contains 1727 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 7654 members 
Mstep: Class 19 contains 13325 members 
Mstep: Class 20 contains 35956 members 
Mstep: Class 21 contains 86972 members 
Mstep: Class 22 contains 23507 members 
Mstep: Class 23 contains 7965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111595416.000000 Penalty: 49086.296875
Iteration 27Q: 23 clusters Score -1.115954e+08 nChanged 15073
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 158723 members 
Mstep: Class 2 contains 99574 members 
Mstep: Class 3 contains 29712 members 
Mstep: Class 4 contains 9473 members 
Mstep: Class 5 contains 5142 members 
Mstep: Class 7 contains 13182 members 
Mstep: Class 8 contains 6540 members 
Mstep: Class 9 contains 64763 members 
Mstep: Class 10 contains 119292 members 
Mstep: Class 11 contains 2291 members 
Mstep: Class 12 contains 4166 members 
Mstep: Class 13 contains 109950 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 110620 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 3870 members 
Mstep: Class 18 contains 7634 members 
Mstep: Class 19 contains 13394 members 
Mstep: Class 20 contains 37351 members 
Mstep: Class 21 contains 87905 members 
Mstep: Class 22 contains 23645 members 
Mstep: Class 23 contains 8098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111598320.000000 Penalty: 49086.296875
Iteration 28Q: 23 clusters Score -1.115983e+08 nChanged 14909
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 156978 members 
Mstep: Class 2 contains 99835 members 
Mstep: Class 3 contains 30702 members 
Mstep: Class 4 contains 9452 members 
Mstep: Class 5 contains 5121 members 
Mstep: Class 7 contains 12789 members 
Mstep: Class 8 contains 6567 members 
Mstep: Class 9 contains 64282 members 
Mstep: Class 10 contains 119139 members 
Mstep: Class 11 contains 2293 members 
Mstep: Class 12 contains 4123 members 
Mstep: Class 13 contains 108410 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 111085 members 
Mstep: Class 16 contains 1715 members 
Mstep: Class 17 contains 3940 members 
Mstep: Class 18 contains 7604 members 
Mstep: Class 19 contains 13412 members 
Mstep: Class 20 contains 38868 members 
Mstep: Class 21 contains 88811 members 
Mstep: Class 22 contains 23740 members 
Mstep: Class 23 contains 8179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111601888.000000 Penalty: 49086.296875
Iteration 29Q: 23 clusters Score -1.116019e+08 nChanged 15380
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 155230 members 
Mstep: Class 2 contains 99982 members 
Mstep: Class 3 contains 31743 members 
Mstep: Class 4 contains 9434 members 
Mstep: Class 5 contains 5081 members 
Mstep: Class 7 contains 12442 members 
Mstep: Class 8 contains 6582 members 
Mstep: Class 9 contains 63831 members 
Mstep: Class 10 contains 118647 members 
Mstep: Class 11 contains 2293 members 
Mstep: Class 12 contains 4089 members 
Mstep: Class 13 contains 106860 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 111578 members 
Mstep: Class 16 contains 1708 members 
Mstep: Class 17 contains 4001 members 
Mstep: Class 18 contains 7596 members 
Mstep: Class 19 contains 13388 members 
Mstep: Class 20 contains 40671 members 
Mstep: Class 21 contains 89765 members 
Mstep: Class 22 contains 23871 members 
Mstep: Class 23 contains 8253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111606256.000000 Penalty: 49086.296875
Iteration 30Q: 23 clusters Score -1.116063e+08 nChanged 15960
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 153401 members 
Mstep: Class 2 contains 100173 members 
Mstep: Class 3 contains 32862 members 
Mstep: Class 4 contains 9410 members 
Mstep: Class 5 contains 5047 members 
Mstep: Class 7 contains 12110 members 
Mstep: Class 8 contains 6585 members 
Mstep: Class 9 contains 63412 members 
Mstep: Class 10 contains 117825 members 
Mstep: Class 11 contains 2293 members 
Mstep: Class 12 contains 4059 members 
Mstep: Class 13 contains 105522 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 111987 members 
Mstep: Class 16 contains 1707 members 
Mstep: Class 17 contains 4059 members 
Mstep: Class 18 contains 7567 members 
Mstep: Class 19 contains 13322 members 
Mstep: Class 20 contains 42802 members 
Mstep: Class 21 contains 90655 members 
Mstep: Class 22 contains 23933 members 
Mstep: Class 23 contains 8314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111610696.000000 Penalty: 49086.296875
Iteration 31Q: 23 clusters Score -1.116107e+08 nChanged 16506
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 151374 members 
Mstep: Class 2 contains 100259 members 
Mstep: Class 3 contains 33913 members 
Mstep: Class 4 contains 9399 members 
Mstep: Class 5 contains 4996 members 
Mstep: Class 7 contains 11791 members 
Mstep: Class 8 contains 6595 members 
Mstep: Class 9 contains 62976 members 
Mstep: Class 10 contains 116954 members 
Mstep: Class 11 contains 2294 members 
Mstep: Class 12 contains 4028 members 
Mstep: Class 13 contains 104380 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 112409 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 4111 members 
Mstep: Class 18 contains 7536 members 
Mstep: Class 19 contains 13220 members 
Mstep: Class 20 contains 45215 members 
Mstep: Class 21 contains 91588 members 
Mstep: Class 22 contains 23940 members 
Mstep: Class 23 contains 8366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111615272.000000 Penalty: 49086.296875
Iteration 32Q: 23 clusters Score -1.116153e+08 nChanged 16285
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 149044 members 
Mstep: Class 2 contains 100296 members 
Mstep: Class 3 contains 34981 members 
Mstep: Class 4 contains 9357 members 
Mstep: Class 5 contains 4948 members 
Mstep: Class 7 contains 11504 members 
Mstep: Class 8 contains 6599 members 
Mstep: Class 9 contains 62525 members 
Mstep: Class 10 contains 116374 members 
Mstep: Class 11 contains 2292 members 
Mstep: Class 12 contains 3989 members 
Mstep: Class 13 contains 103433 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 112692 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 4160 members 
Mstep: Class 18 contains 7520 members 
Mstep: Class 19 contains 13087 members 
Mstep: Class 20 contains 47735 members 
Mstep: Class 21 contains 92471 members 
Mstep: Class 22 contains 23910 members 
Mstep: Class 23 contains 8432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111619144.000000 Penalty: 49086.296875
Iteration 33Q: 23 clusters Score -1.116191e+08 nChanged 15499
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 146516 members 
Mstep: Class 2 contains 100316 members 
Mstep: Class 3 contains 35964 members 
Mstep: Class 4 contains 9343 members 
Mstep: Class 5 contains 4882 members 
Mstep: Class 7 contains 11228 members 
Mstep: Class 8 contains 6597 members 
Mstep: Class 9 contains 62087 members 
Mstep: Class 10 contains 115965 members 
Mstep: Class 11 contains 2293 members 
Mstep: Class 12 contains 3938 members 
Mstep: Class 13 contains 102795 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 112789 members 
Mstep: Class 16 contains 1693 members 
Mstep: Class 17 contains 4202 members 
Mstep: Class 18 contains 7492 members 
Mstep: Class 19 contains 12920 members 
Mstep: Class 20 contains 50349 members 
Mstep: Class 21 contains 93350 members 
Mstep: Class 22 contains 23859 members 
Mstep: Class 23 contains 8467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111622584.000000 Penalty: 49086.296875
Iteration 34Q: 23 clusters Score -1.116226e+08 nChanged 14645
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 144054 members 
Mstep: Class 2 contains 100331 members 
Mstep: Class 3 contains 36932 members 
Mstep: Class 4 contains 9336 members 
Mstep: Class 5 contains 4803 members 
Mstep: Class 7 contains 10989 members 
Mstep: Class 8 contains 6582 members 
Mstep: Class 9 contains 61625 members 
Mstep: Class 10 contains 115648 members 
Mstep: Class 11 contains 2293 members 
Mstep: Class 12 contains 3892 members 
Mstep: Class 13 contains 102308 members 
Mstep: Class 14 contains 1007 members 
Mstep: Class 15 contains 112642 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 4242 members 
Mstep: Class 18 contains 7465 members 
Mstep: Class 19 contains 12736 members 
Mstep: Class 20 contains 53001 members 
Mstep: Class 21 contains 94148 members 
Mstep: Class 22 contains 23811 members 
Mstep: Class 23 contains 8517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111625032.000000 Penalty: 49086.296875
Iteration 35Q: 23 clusters Score -1.11625e+08 nChanged 13352
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 141742 members 
Mstep: Class 2 contains 100250 members 
Mstep: Class 3 contains 37766 members 
Mstep: Class 4 contains 9317 members 
Mstep: Class 5 contains 4741 members 
Mstep: Class 7 contains 10751 members 
Mstep: Class 8 contains 6577 members 
Mstep: Class 9 contains 61112 members 
Mstep: Class 10 contains 115408 members 
Mstep: Class 11 contains 2290 members 
Mstep: Class 12 contains 3860 members 
Mstep: Class 13 contains 102114 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 112513 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 4288 members 
Mstep: Class 18 contains 7451 members 
Mstep: Class 19 contains 12537 members 
Mstep: Class 20 contains 55525 members 
Mstep: Class 21 contains 94762 members 
Mstep: Class 22 contains 23766 members 
Mstep: Class 23 contains 8585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111628136.000000 Penalty: 49086.296875
Iteration 36Q: 23 clusters Score -1.116281e+08 nChanged 12439
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 139556 members 
Mstep: Class 2 contains 100078 members 
Mstep: Class 3 contains 38543 members 
Mstep: Class 4 contains 9310 members 
Mstep: Class 5 contains 4653 members 
Mstep: Class 7 contains 10532 members 
Mstep: Class 8 contains 6588 members 
Mstep: Class 9 contains 60579 members 
Mstep: Class 10 contains 115273 members 
Mstep: Class 11 contains 2280 members 
Mstep: Class 12 contains 3816 members 
Mstep: Class 13 contains 102082 members 
Mstep: Class 14 contains 1003 members 
Mstep: Class 15 contains 112380 members 
Mstep: Class 16 contains 1690 members 
Mstep: Class 17 contains 4354 members 
Mstep: Class 18 contains 7435 members 
Mstep: Class 19 contains 12356 members 
Mstep: Class 20 contains 57972 members 
Mstep: Class 21 contains 95227 members 
Mstep: Class 22 contains 23710 members 
Mstep: Class 23 contains 8636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111631512.000000 Penalty: 49086.296875
Iteration 37Q: 23 clusters Score -1.116315e+08 nChanged 11669
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 137707 members 
Mstep: Class 2 contains 99818 members 
Mstep: Class 3 contains 39195 members 
Mstep: Class 4 contains 9289 members 
Mstep: Class 5 contains 4545 members 
Mstep: Class 7 contains 10356 members 
Mstep: Class 8 contains 6608 members 
Mstep: Class 9 contains 60018 members 
Mstep: Class 10 contains 115219 members 
Mstep: Class 11 contains 2275 members 
Mstep: Class 12 contains 3787 members 
Mstep: Class 13 contains 102142 members 
Mstep: Class 14 contains 1002 members 
Mstep: Class 15 contains 112226 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 17 contains 4430 members 
Mstep: Class 18 contains 7404 members 
Mstep: Class 19 contains 12189 members 
Mstep: Class 20 contains 60332 members 
Mstep: Class 21 contains 95558 members 
Mstep: Class 22 contains 23606 members 
Mstep: Class 23 contains 8663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111634496.000000 Penalty: 49086.296875
Iteration 38Q: 23 clusters Score -1.116345e+08 nChanged 10788
Entering ConstructFrom: 
Score: -111634496.000000 Penalty: 49086.296875
Entering ConstructFrom: 
Trying to split cluster 1 (136103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136103 members 
Entering Unmasked Estep 
Score: -17038120.000000 Penalty: 1920.939697
	Iteration 0F: 2 clusters Score -1.703812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68176 members 
Mstep: Class 2 contains 67927 members 
Entering Unmasked Estep 
Score: -16965240.000000 Penalty: 3841.879395
	Iteration 0F: 3 clusters Score -1.696524e+07 nChanged 65500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71294 members 
Mstep: Class 2 contains 64809 members 
Entering Unmasked Estep 
Score: -17003940.000000 Penalty: 3841.879395
	Iteration 1F: 3 clusters Score -1.700394e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73777 members 
Mstep: Class 2 contains 62326 members 
Entering Unmasked Estep 
Score: -17005564.000000 Penalty: 3841.879395
	Iteration 2Q: 3 clusters Score -1.700556e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77588 members 
Mstep: Class 2 contains 58515 members 
Entering Unmasked Estep 
Score: -17007962.000000 Penalty: 3841.879395
	Iteration 3Q: 3 clusters Score -1.700796e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83038 members 
Mstep: Class 2 contains 53065 members 
Entering Unmasked Estep 
Score: -17011908.000000 Penalty: 3841.879395
	Iteration 4F: 3 clusters Score -1.701191e+07 nChanged 9332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90130 members 
Mstep: Class 2 contains 45973 members 
Entering Unmasked Estep 
Score: -17018500.000000 Penalty: 3841.879395
	Iteration 5F: 3 clusters Score -1.70185e+07 nChanged 10321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97929 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -17027890.000000 Penalty: 3841.879395
	Iteration 6F: 3 clusters Score -1.702789e+07 nChanged 9851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106064 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -17035998.000000 Penalty: 3841.879395
	Iteration 7F: 3 clusters Score -1.7036e+07 nChanged 8517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113923 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -17040360.000000 Penalty: 3841.879395
	Iteration 8F: 3 clusters Score -1.704036e+07 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121082 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -17041628.000000 Penalty: 3841.879395
	Iteration 9F: 3 clusters Score -1.704163e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126932 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -17041174.000000 Penalty: 3841.879395
	Iteration 10Q: 3 clusters Score -1.704117e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131262 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -17039636.000000 Penalty: 3841.879395
	Iteration 11Q: 3 clusters Score -1.703964e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133879 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -17038278.000000 Penalty: 3841.879395
	Iteration 12Q: 3 clusters Score -1.703828e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135054 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -17037444.000000 Penalty: 3841.879395
	Iteration 13Q: 3 clusters Score -1.703744e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135486 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -17037016.000000 Penalty: 3841.879395
	Iteration 14Q: 3 clusters Score -1.703702e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135653 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -17036894.000000 Penalty: 3841.879395
	Iteration 15Q: 3 clusters Score -1.703689e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135725 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -17036882.000000 Penalty: 3841.879395
	Iteration 16Q: 3 clusters Score -1.703688e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135757 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -17036884.000000 Penalty: 3841.879395
	Iteration 17Q: 3 clusters Score -1.703688e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135776 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -17036906.000000 Penalty: 3841.879395
	Iteration 18Q: 3 clusters Score -1.703691e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135794 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -17036908.000000 Penalty: 3841.879395
	Iteration 19Q: 3 clusters Score -1.703691e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135806 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -17036926.000000 Penalty: 3841.879395
	Iteration 20F: 3 clusters Score -1.703693e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135814 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -17036920.000000 Penalty: 3841.879395
	Iteration 21Q: 3 clusters Score -1.703692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135816 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -17036914.000000 Penalty: 3841.879395
	Iteration 22Q: 3 clusters Score -1.703691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135819 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -17036910.000000 Penalty: 3841.879395
	Iteration 23Q: 3 clusters Score -1.703691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135821 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -17036930.000000 Penalty: 3841.879395
	Iteration 24Q: 3 clusters Score -1.703693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135823 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -17036930.000000 Penalty: 3841.879395
	Iteration 25Q: 3 clusters Score -1.703693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135826 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -17036932.000000 Penalty: 3841.879395
	Iteration 26Q: 3 clusters Score -1.703693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135830 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -17036928.000000 Penalty: 3841.879395
	Iteration 27Q: 3 clusters Score -1.703693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135832 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -17036934.000000 Penalty: 3841.879395
	Iteration 28Q: 3 clusters Score -1.703693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135832 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -17036934.000000 Penalty: 3841.879395
	Iteration 29Q: 3 clusters Score -1.703693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135834 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -17036940.000000 Penalty: 3841.879395
	Iteration 30Q: 3 clusters Score -1.703694e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135834 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -17036940.000000 Penalty: 3841.879395
	Iteration 31F: 3 clusters Score -1.703694e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (99559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99559 members 
Entering Unmasked Estep 
Score: -12497138.000000 Penalty: 1870.132202
	Iteration 0F: 2 clusters Score -1.249714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 49689 members 
Entering Unmasked Estep 
Score: -12432446.000000 Penalty: 3740.264404
	Iteration 0F: 3 clusters Score -1.243245e+07 nChanged 47774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50970 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -12461730.000000 Penalty: 3740.264404
	Iteration 1F: 3 clusters Score -1.246173e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50858 members 
Mstep: Class 2 contains 48701 members 
Entering Unmasked Estep 
Score: -12464444.000000 Penalty: 3740.264404
	Iteration 2Q: 3 clusters Score -1.246444e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -12468826.000000 Penalty: 3740.264404
	Iteration 3F: 3 clusters Score -1.246883e+07 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47547 members 
Mstep: Class 2 contains 52012 members 
Entering Unmasked Estep 
Score: -12474984.000000 Penalty: 3740.264404
	Iteration 4F: 3 clusters Score -1.247498e+07 nChanged 8400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 55888 members 
Entering Unmasked Estep 
Score: -12481433.000000 Penalty: 3740.264404
	Iteration 5F: 3 clusters Score -1.248143e+07 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39340 members 
Mstep: Class 2 contains 60219 members 
Entering Unmasked Estep 
Score: -12486791.000000 Penalty: 3740.264404
	Iteration 6F: 3 clusters Score -1.248679e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 64234 members 
Entering Unmasked Estep 
Score: -12490834.000000 Penalty: 3740.264404
	Iteration 7F: 3 clusters Score -1.249083e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 67457 members 
Entering Unmasked Estep 
Score: -12493668.000000 Penalty: 3740.264404
	Iteration 8Q: 3 clusters Score -1.249367e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 70243 members 
Entering Unmasked Estep 
Score: -12495633.000000 Penalty: 3740.264404
	Iteration 9Q: 3 clusters Score -1.249563e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 72681 members 
Entering Unmasked Estep 
Score: -12497206.000000 Penalty: 3740.264404
	Iteration 10Q: 3 clusters Score -1.249721e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 74986 members 
Entering Unmasked Estep 
Score: -12498626.000000 Penalty: 3740.264404
	Iteration 11Q: 3 clusters Score -1.249863e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 76987 members 
Entering Unmasked Estep 
Score: -12499814.000000 Penalty: 3740.264404
	Iteration 12Q: 3 clusters Score -1.249981e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 78728 members 
Entering Unmasked Estep 
Score: -12500990.000000 Penalty: 3740.264404
	Iteration 13Q: 3 clusters Score -1.250099e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 80258 members 
Entering Unmasked Estep 
Score: -12501920.000000 Penalty: 3740.264404
	Iteration 14Q: 3 clusters Score -1.250192e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 81533 members 
Entering Unmasked Estep 
Score: -12502669.000000 Penalty: 3740.264404
	Iteration 15Q: 3 clusters Score -1.250267e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 82633 members 
Entering Unmasked Estep 
Score: -12503296.000000 Penalty: 3740.264404
	Iteration 16Q: 3 clusters Score -1.25033e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 83575 members 
Entering Unmasked Estep 
Score: -12503904.000000 Penalty: 3740.264404
	Iteration 17Q: 3 clusters Score -1.25039e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 84340 members 
Entering Unmasked Estep 
Score: -12504262.000000 Penalty: 3740.264404
	Iteration 18Q: 3 clusters Score -1.250426e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 85017 members 
Entering Unmasked Estep 
Score: -12504611.000000 Penalty: 3740.264404
	Iteration 19Q: 3 clusters Score -1.250461e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 85619 members 
Entering Unmasked Estep 
Score: -12504812.000000 Penalty: 3740.264404
	Iteration 20F: 3 clusters Score -1.250481e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 86144 members 
Entering Unmasked Estep 
Score: -12505058.000000 Penalty: 3740.264404
	Iteration 21Q: 3 clusters Score -1.250506e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 86605 members 
Entering Unmasked Estep 
Score: -12505233.000000 Penalty: 3740.264404
	Iteration 22Q: 3 clusters Score -1.250523e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 86983 members 
Entering Unmasked Estep 
Score: -12505350.000000 Penalty: 3740.264404
	Iteration 23Q: 3 clusters Score -1.250535e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 87325 members 
Entering Unmasked Estep 
Score: -12505408.000000 Penalty: 3740.264404
	Iteration 24Q: 3 clusters Score -1.250541e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 87585 members 
Entering Unmasked Estep 
Score: -12505488.000000 Penalty: 3740.264404
	Iteration 25Q: 3 clusters Score -1.250549e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 87800 members 
Entering Unmasked Estep 
Score: -12505543.000000 Penalty: 3740.264404
	Iteration 26Q: 3 clusters Score -1.250554e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 87972 members 
Entering Unmasked Estep 
Score: -12505558.000000 Penalty: 3740.264404
	Iteration 27Q: 3 clusters Score -1.250556e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 88135 members 
Entering Unmasked Estep 
Score: -12505551.000000 Penalty: 3740.264404
	Iteration 28Q: 3 clusters Score -1.250555e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 88270 members 
Entering Unmasked Estep 
Score: -12505581.000000 Penalty: 3740.264404
	Iteration 29Q: 3 clusters Score -1.250558e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 88374 members 
Entering Unmasked Estep 
Score: -12505609.000000 Penalty: 3740.264404
	Iteration 30Q: 3 clusters Score -1.250561e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 88471 members 
Entering Unmasked Estep 
Score: -12505605.000000 Penalty: 3740.264404
	Iteration 31Q: 3 clusters Score -1.25056e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 88552 members 
Entering Unmasked Estep 
Score: -12505634.000000 Penalty: 3740.264404
	Iteration 32Q: 3 clusters Score -1.250563e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 88629 members 
Entering Unmasked Estep 
Score: -12505632.000000 Penalty: 3740.264404
	Iteration 33Q: 3 clusters Score -1.250563e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 88693 members 
Entering Unmasked Estep 
Score: -12505620.000000 Penalty: 3740.264404
	Iteration 34Q: 3 clusters Score -1.250562e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 88750 members 
Entering Unmasked Estep 
Score: -12505624.000000 Penalty: 3740.264404
	Iteration 35Q: 3 clusters Score -1.250562e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 88783 members 
Entering Unmasked Estep 
Score: -12505632.000000 Penalty: 3740.264404
	Iteration 36Q: 3 clusters Score -1.250563e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 88807 members 
Entering Unmasked Estep 
Score: -12505638.000000 Penalty: 3740.264404
	Iteration 37Q: 3 clusters Score -1.250564e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 88825 members 
Entering Unmasked Estep 
Score: -12505636.000000 Penalty: 3740.264404
	Iteration 38Q: 3 clusters Score -1.250564e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 88839 members 
Entering Unmasked Estep 
Score: -12505629.000000 Penalty: 3740.264404
	Iteration 39Q: 3 clusters Score -1.250563e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 88851 members 
Entering Unmasked Estep 
Score: -12505619.000000 Penalty: 3740.264404
	Iteration 40F: 3 clusters Score -1.250562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 88862 members 
Entering Unmasked Estep 
Score: -12505616.000000 Penalty: 3740.264404
	Iteration 41Q: 3 clusters Score -1.250562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 88869 members 
Entering Unmasked Estep 
Score: -12505616.000000 Penalty: 3740.264404
	Iteration 42Q: 3 clusters Score -1.250562e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 88878 members 
Entering Unmasked Estep 
Score: -12505617.000000 Penalty: 3740.264404
	Iteration 43Q: 3 clusters Score -1.250562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 88886 members 
Entering Unmasked Estep 
Score: -12505615.000000 Penalty: 3740.264404
	Iteration 44Q: 3 clusters Score -1.250562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 88893 members 
Entering Unmasked Estep 
Score: -12505622.000000 Penalty: 3740.264404
	Iteration 45Q: 3 clusters Score -1.250562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 88904 members 
Entering Unmasked Estep 
Score: -12505626.000000 Penalty: 3740.264404
	Iteration 46Q: 3 clusters Score -1.250563e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 88911 members 
Entering Unmasked Estep 
Score: -12505628.000000 Penalty: 3740.264404
	Iteration 47Q: 3 clusters Score -1.250563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 88916 members 
Entering Unmasked Estep 
Score: -12505617.000000 Penalty: 3740.264404
	Iteration 48Q: 3 clusters Score -1.250562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 88921 members 
Entering Unmasked Estep 
Score: -12505628.000000 Penalty: 3740.264404
	Iteration 49Q: 3 clusters Score -1.250563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 88925 members 
Entering Unmasked Estep 
Score: -12505623.000000 Penalty: 3740.264404
	Iteration 50Q: 3 clusters Score -1.250562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 88931 members 
Entering Unmasked Estep 
Score: -12505603.000000 Penalty: 3740.264404
	Iteration 51Q: 3 clusters Score -1.25056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 88934 members 
Entering Unmasked Estep 
Score: -12505612.000000 Penalty: 3740.264404
	Iteration 52Q: 3 clusters Score -1.250561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 88937 members 
Entering Unmasked Estep 
Score: -12505611.000000 Penalty: 3740.264404
	Iteration 53Q: 3 clusters Score -1.250561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 88938 members 
Entering Unmasked Estep 
Score: -12505608.000000 Penalty: 3740.264404
	Iteration 54Q: 3 clusters Score -1.250561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 88939 members 
Entering Unmasked Estep 
Score: -12505608.000000 Penalty: 3740.264404
	Iteration 55Q: 3 clusters Score -1.250561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 88940 members 
Entering Unmasked Estep 
Score: -12505614.000000 Penalty: 3740.264404
	Iteration 56Q: 3 clusters Score -1.250561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 88942 members 
Entering Unmasked Estep 
Score: -12505615.000000 Penalty: 3740.264404
	Iteration 57Q: 3 clusters Score -1.250562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 88944 members 
Entering Unmasked Estep 
Score: -12505612.000000 Penalty: 3740.264404
	Iteration 58Q: 3 clusters Score -1.250561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 88944 members 
Entering Unmasked Estep 
Score: -12505612.000000 Penalty: 3740.264404
	Iteration 59F: 3 clusters Score -1.250561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 136103 members 
Mstep: Class 2 contains 10615 members 
Mstep: Class 3 contains 39746 members 
Mstep: Class 4 contains 9268 members 
Mstep: Class 5 contains 4420 members 
Mstep: Class 6 contains 88944 members 
Mstep: Class 7 contains 10180 members 
Mstep: Class 8 contains 6625 members 
Mstep: Class 9 contains 59480 members 
Mstep: Class 10 contains 115111 members 
Mstep: Class 11 contains 2270 members 
Mstep: Class 12 contains 3761 members 
Mstep: Class 13 contains 102254 members 
Mstep: Class 14 contains 1001 members 
Mstep: Class 15 contains 112157 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 4516 members 
Mstep: Class 18 contains 7374 members 
Mstep: Class 19 contains 12025 members 
Mstep: Class 20 contains 62581 members 
Mstep: Class 21 contains 95787 members 
Mstep: Class 22 contains 23471 members 
Mstep: Class 23 contains 8684 members 
Entering Unmasked Estep 
Score: -111643560.000000 Penalty: 51317.492188
Splitting cluster 2 changes total score from -111634496.000000 to -111643560.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 3 (39746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Entering Unmasked Estep 
Score: -4917179.000000 Penalty: 1720.917969
	Iteration 0F: 2 clusters Score -4917179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -4890537.000000 Penalty: 3441.835938
	Iteration 0F: 3 clusters Score -4890537 nChanged 18592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -4900919.000000 Penalty: 3441.835938
	Iteration 1F: 3 clusters Score -4900919 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -4901634.000000 Penalty: 3441.835938
	Iteration 2Q: 3 clusters Score -4901634 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -4902431.000000 Penalty: 3441.835938
	Iteration 3Q: 3 clusters Score -4902431 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -4903497.000000 Penalty: 3441.835938
	Iteration 4F: 3 clusters Score -4903497 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -4904665.500000 Penalty: 3441.835938
	Iteration 5F: 3 clusters Score -4904666 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -4906042.000000 Penalty: 3441.835938
	Iteration 6F: 3 clusters Score -4906042 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -4907296.500000 Penalty: 3441.835938
	Iteration 7F: 3 clusters Score -4907296 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -4908664.500000 Penalty: 3441.835938
	Iteration 8F: 3 clusters Score -4908664 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -4910000.000000 Penalty: 3441.835938
	Iteration 9Q: 3 clusters Score -4910000 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -4911002.500000 Penalty: 3441.835938
	Iteration 10Q: 3 clusters Score -4911002 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -4911601.000000 Penalty: 3441.835938
	Iteration 11Q: 3 clusters Score -4911601 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -4911919.000000 Penalty: 3441.835938
	Iteration 12Q: 3 clusters Score -4911919 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -4912093.000000 Penalty: 3441.835938
	Iteration 13Q: 3 clusters Score -4912093 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -4912249.000000 Penalty: 3441.835938
	Iteration 14Q: 3 clusters Score -4912249 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -4912381.000000 Penalty: 3441.835938
	Iteration 15Q: 3 clusters Score -4912381 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -4912507.500000 Penalty: 3441.835938
	Iteration 16Q: 3 clusters Score -4912508 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -4912598.500000 Penalty: 3441.835938
	Iteration 17Q: 3 clusters Score -4912598 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -4912699.000000 Penalty: 3441.835938
	Iteration 18Q: 3 clusters Score -4912699 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -4912782.000000 Penalty: 3441.835938
	Iteration 19Q: 3 clusters Score -4912782 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -4912881.000000 Penalty: 3441.835938
	Iteration 20F: 3 clusters Score -4912881 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -4913011.500000 Penalty: 3441.835938
	Iteration 21Q: 3 clusters Score -4913012 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -4913098.000000 Penalty: 3441.835938
	Iteration 22Q: 3 clusters Score -4913098 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -4913175.000000 Penalty: 3441.835938
	Iteration 23Q: 3 clusters Score -4913175 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -4913241.000000 Penalty: 3441.835938
	Iteration 24Q: 3 clusters Score -4913241 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -4913316.500000 Penalty: 3441.835938
	Iteration 25Q: 3 clusters Score -4913316 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -4913410.500000 Penalty: 3441.835938
	Iteration 26Q: 3 clusters Score -4913410 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -4913490.000000 Penalty: 3441.835938
	Iteration 27Q: 3 clusters Score -4913490 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -4913623.000000 Penalty: 3441.835938
	Iteration 28Q: 3 clusters Score -4913623 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -4913737.000000 Penalty: 3441.835938
	Iteration 29Q: 3 clusters Score -4913737 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -4913854.500000 Penalty: 3441.835938
	Iteration 30Q: 3 clusters Score -4913854 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -4913984.000000 Penalty: 3441.835938
	Iteration 31Q: 3 clusters Score -4913984 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -4914093.500000 Penalty: 3441.835938
	Iteration 32Q: 3 clusters Score -4914094 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -4914246.500000 Penalty: 3441.835938
	Iteration 33Q: 3 clusters Score -4914246 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -4914425.500000 Penalty: 3441.835938
	Iteration 34Q: 3 clusters Score -4914426 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -4914567.000000 Penalty: 3441.835938
	Iteration 35Q: 3 clusters Score -4914567 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -4914765.500000 Penalty: 3441.835938
	Iteration 36Q: 3 clusters Score -4914766 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -4914960.500000 Penalty: 3441.835938
	Iteration 37Q: 3 clusters Score -4914960 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -4915130.500000 Penalty: 3441.835938
	Iteration 38Q: 3 clusters Score -4915130 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -4915301.000000 Penalty: 3441.835938
	Iteration 39Q: 3 clusters Score -4915301 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -4915432.500000 Penalty: 3441.835938
	Iteration 40F: 3 clusters Score -4915432 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -4915552.500000 Penalty: 3441.835938
	Iteration 41Q: 3 clusters Score -4915552 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -4915617.500000 Penalty: 3441.835938
	Iteration 42Q: 3 clusters Score -4915618 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -4915706.500000 Penalty: 3441.835938
	Iteration 43Q: 3 clusters Score -4915706 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -4915786.000000 Penalty: 3441.835938
	Iteration 44Q: 3 clusters Score -4915786 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -4915823.000000 Penalty: 3441.835938
	Iteration 45Q: 3 clusters Score -4915823 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -4915874.500000 Penalty: 3441.835938
	Iteration 46Q: 3 clusters Score -4915874 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -4915924.500000 Penalty: 3441.835938
	Iteration 47Q: 3 clusters Score -4915924 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -4915958.500000 Penalty: 3441.835938
	Iteration 48Q: 3 clusters Score -4915958 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -4915978.000000 Penalty: 3441.835938
	Iteration 49Q: 3 clusters Score -4915978 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -4916008.000000 Penalty: 3441.835938
	Iteration 50Q: 3 clusters Score -4916008 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -4916021.500000 Penalty: 3441.835938
	Iteration 51Q: 3 clusters Score -4916022 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -4916029.500000 Penalty: 3441.835938
	Iteration 52Q: 3 clusters Score -4916030 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -4916032.500000 Penalty: 3441.835938
	Iteration 53Q: 3 clusters Score -4916032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -4916027.500000 Penalty: 3441.835938
	Iteration 54Q: 3 clusters Score -4916028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -4916037.500000 Penalty: 3441.835938
	Iteration 55Q: 3 clusters Score -4916038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -4916045.000000 Penalty: 3441.835938
	Iteration 56Q: 3 clusters Score -4916045 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -4916054.500000 Penalty: 3441.835938
	Iteration 57Q: 3 clusters Score -4916054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -4916051.000000 Penalty: 3441.835938
	Iteration 58Q: 3 clusters Score -4916051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -4916057.000000 Penalty: 3441.835938
	Iteration 59Q: 3 clusters Score -4916057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -4916055.500000 Penalty: 3441.835938
	Iteration 60F: 3 clusters Score -4916056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -4916070.000000 Penalty: 3441.835938
	Iteration 61Q: 3 clusters Score -4916070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -4916063.500000 Penalty: 3441.835938
	Iteration 62Q: 3 clusters Score -4916064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -4916062.500000 Penalty: 3441.835938
	Iteration 63Q: 3 clusters Score -4916062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -4916058.000000 Penalty: 3441.835938
	Iteration 64Q: 3 clusters Score -4916058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -4916066.000000 Penalty: 3441.835938
	Iteration 65Q: 3 clusters Score -4916066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -4916074.500000 Penalty: 3441.835938
	Iteration 66Q: 3 clusters Score -4916074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -4916076.000000 Penalty: 3441.835938
	Iteration 67Q: 3 clusters Score -4916076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -4916074.500000 Penalty: 3441.835938
	Iteration 68Q: 3 clusters Score -4916074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -4916074.500000 Penalty: 3441.835938
	Iteration 69Q: 3 clusters Score -4916074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -4916080.500000 Penalty: 3441.835938
	Iteration 70Q: 3 clusters Score -4916080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -4916078.500000 Penalty: 3441.835938
	Iteration 71Q: 3 clusters Score -4916078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -4916082.500000 Penalty: 3441.835938
	Iteration 72Q: 3 clusters Score -4916082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -4916085.500000 Penalty: 3441.835938
	Iteration 73Q: 3 clusters Score -4916086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -4916084.500000 Penalty: 3441.835938
	Iteration 74Q: 3 clusters Score -4916084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -4916086.500000 Penalty: 3441.835938
	Iteration 75Q: 3 clusters Score -4916086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -4916080.000000 Penalty: 3441.835938
	Iteration 76Q: 3 clusters Score -4916080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -4916081.500000 Penalty: 3441.835938
	Iteration 77Q: 3 clusters Score -4916082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -4916076.000000 Penalty: 3441.835938
	Iteration 78Q: 3 clusters Score -4916076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -4916076.000000 Penalty: 3441.835938
	Iteration 79F: 3 clusters Score -4916076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Entering Unmasked Estep 
Score: -1088361.750000 Penalty: 1484.327515
	Iteration 0F: 2 clusters Score -1088362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1081690.250000 Penalty: 2968.655029
	Iteration 0F: 3 clusters Score -1081690 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1084475.250000 Penalty: 2968.655029
	Iteration 1F: 3 clusters Score -1084475 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1085185.750000 Penalty: 2968.655029
	Iteration 2F: 3 clusters Score -1085186 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1086013.375000 Penalty: 2968.655029
	Iteration 3F: 3 clusters Score -1086013 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1087018.125000 Penalty: 2968.655029
	Iteration 4F: 3 clusters Score -1087018 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1087825.500000 Penalty: 2968.655029
	Iteration 5F: 3 clusters Score -1087826 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1088349.500000 Penalty: 2968.655029
	Iteration 6F: 3 clusters Score -1088350 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1088712.250000 Penalty: 2968.655029
	Iteration 7Q: 3 clusters Score -1088712 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1089057.125000 Penalty: 2968.655029
	Iteration 8Q: 3 clusters Score -1089057 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1089412.750000 Penalty: 2968.655029
	Iteration 9Q: 3 clusters Score -1089413 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1089628.625000 Penalty: 2968.655029
	Iteration 10Q: 3 clusters Score -1089629 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1089748.625000 Penalty: 2968.655029
	Iteration 11Q: 3 clusters Score -1089749 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1089797.250000 Penalty: 2968.655029
	Iteration 12Q: 3 clusters Score -1089797 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1089825.250000 Penalty: 2968.655029
	Iteration 13Q: 3 clusters Score -1089825 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1089846.500000 Penalty: 2968.655029
	Iteration 14Q: 3 clusters Score -1089846 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1089870.000000 Penalty: 2968.655029
	Iteration 15Q: 3 clusters Score -1089870 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1089883.625000 Penalty: 2968.655029
	Iteration 16Q: 3 clusters Score -1089884 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1089897.250000 Penalty: 2968.655029
	Iteration 17Q: 3 clusters Score -1089897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1089905.000000 Penalty: 2968.655029
	Iteration 18Q: 3 clusters Score -1089905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1089910.375000 Penalty: 2968.655029
	Iteration 19Q: 3 clusters Score -1089910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1089915.625000 Penalty: 2968.655029
	Iteration 20F: 3 clusters Score -1089916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1089918.250000 Penalty: 2968.655029
	Iteration 21Q: 3 clusters Score -1089918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1089924.500000 Penalty: 2968.655029
	Iteration 22Q: 3 clusters Score -1089924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1089925.875000 Penalty: 2968.655029
	Iteration 23Q: 3 clusters Score -1089926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1089930.375000 Penalty: 2968.655029
	Iteration 24Q: 3 clusters Score -1089930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1089936.000000 Penalty: 2968.655029
	Iteration 25Q: 3 clusters Score -1089936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1089943.375000 Penalty: 2968.655029
	Iteration 26Q: 3 clusters Score -1089943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1089946.375000 Penalty: 2968.655029
	Iteration 27Q: 3 clusters Score -1089946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1089954.625000 Penalty: 2968.655029
	Iteration 28Q: 3 clusters Score -1089955 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1089964.375000 Penalty: 2968.655029
	Iteration 29Q: 3 clusters Score -1089964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1089970.375000 Penalty: 2968.655029
	Iteration 30Q: 3 clusters Score -1089970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1089980.625000 Penalty: 2968.655029
	Iteration 31Q: 3 clusters Score -1089981 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1089993.000000 Penalty: 2968.655029
	Iteration 32Q: 3 clusters Score -1089993 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1090002.000000 Penalty: 2968.655029
	Iteration 33Q: 3 clusters Score -1090002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1090007.625000 Penalty: 2968.655029
	Iteration 34Q: 3 clusters Score -1090008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1090020.625000 Penalty: 2968.655029
	Iteration 35Q: 3 clusters Score -1090021 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1090028.625000 Penalty: 2968.655029
	Iteration 36Q: 3 clusters Score -1090029 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1090040.250000 Penalty: 2968.655029
	Iteration 37Q: 3 clusters Score -1090040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1090048.375000 Penalty: 2968.655029
	Iteration 38Q: 3 clusters Score -1090048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1090055.000000 Penalty: 2968.655029
	Iteration 39Q: 3 clusters Score -1090055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1090056.750000 Penalty: 2968.655029
	Iteration 40F: 3 clusters Score -1090057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1090062.250000 Penalty: 2968.655029
	Iteration 41Q: 3 clusters Score -1090062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1090062.875000 Penalty: 2968.655029
	Iteration 42Q: 3 clusters Score -1090063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1090065.750000 Penalty: 2968.655029
	Iteration 43Q: 3 clusters Score -1090066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1090067.250000 Penalty: 2968.655029
	Iteration 44Q: 3 clusters Score -1090067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1090070.250000 Penalty: 2968.655029
	Iteration 45Q: 3 clusters Score -1090070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1090071.250000 Penalty: 2968.655029
	Iteration 46Q: 3 clusters Score -1090071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1090071.375000 Penalty: 2968.655029
	Iteration 47Q: 3 clusters Score -1090071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1090071.625000 Penalty: 2968.655029
	Iteration 48Q: 3 clusters Score -1090072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1090071.000000 Penalty: 2968.655029
	Iteration 49Q: 3 clusters Score -1090071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1090071.000000 Penalty: 2968.655029
	Iteration 50F: 3 clusters Score -1090071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 136103 members 
Mstep: Class 2 contains 10615 members 
Mstep: Class 3 contains 39746 members 
Mstep: Class 4 contains 2049 members 
Mstep: Class 5 contains 4420 members 
Mstep: Class 6 contains 88944 members 
Mstep: Class 7 contains 10180 members 
Mstep: Class 8 contains 6625 members 
Mstep: Class 9 contains 59480 members 
Mstep: Class 10 contains 115111 members 
Mstep: Class 11 contains 2270 members 
Mstep: Class 12 contains 3761 members 
Mstep: Class 13 contains 102254 members 
Mstep: Class 14 contains 1001 members 
Mstep: Class 15 contains 112157 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 4516 members 
Mstep: Class 18 contains 7374 members 
Mstep: Class 19 contains 12025 members 
Mstep: Class 20 contains 62581 members 
Mstep: Class 21 contains 95787 members 
Mstep: Class 22 contains 23471 members 
Mstep: Class 23 contains 8684 members 
Mstep: Class 24 contains 7219 members 
Entering Unmasked Estep 
Score: -111644656.000000 Penalty: 53548.687500
Splitting cluster 4 changes total score from -111634496.000000 to -111644656.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 5 (4420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Entering Unmasked Estep 
Score: -503186.187500 Penalty: 1364.007935
	Iteration 0F: 2 clusters Score -503186.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -499637.687500 Penalty: 2728.015869
	Iteration 0F: 3 clusters Score -499637.7 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -501371.750000 Penalty: 2728.015869
	Iteration 1F: 3 clusters Score -501371.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -502946.656250 Penalty: 2728.015869
	Iteration 2F: 3 clusters Score -502946.7 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -504937.312500 Penalty: 2728.015869
	Iteration 3F: 3 clusters Score -504937.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -506220.437500 Penalty: 2728.015869
	Iteration 4F: 3 clusters Score -506220.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -506522.906250 Penalty: 2728.015869
	Iteration 5Q: 3 clusters Score -506522.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -506690.812500 Penalty: 2728.015869
	Iteration 6Q: 3 clusters Score -506690.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -506772.625000 Penalty: 2728.015869
	Iteration 7Q: 3 clusters Score -506772.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -506828.687500 Penalty: 2728.015869
	Iteration 8Q: 3 clusters Score -506828.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -506882.968750 Penalty: 2728.015869
	Iteration 9Q: 3 clusters Score -506883 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -506930.625000 Penalty: 2728.015869
	Iteration 10Q: 3 clusters Score -506930.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -506976.343750 Penalty: 2728.015869
	Iteration 11Q: 3 clusters Score -506976.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -507003.000000 Penalty: 2728.015869
	Iteration 12Q: 3 clusters Score -507003 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -507029.656250 Penalty: 2728.015869
	Iteration 13Q: 3 clusters Score -507029.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -507047.250000 Penalty: 2728.015869
	Iteration 14Q: 3 clusters Score -507047.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -507069.843750 Penalty: 2728.015869
	Iteration 15Q: 3 clusters Score -507069.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -507085.625000 Penalty: 2728.015869
	Iteration 16Q: 3 clusters Score -507085.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -507096.093750 Penalty: 2728.015869
	Iteration 17Q: 3 clusters Score -507096.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -507102.312500 Penalty: 2728.015869
	Iteration 18Q: 3 clusters Score -507102.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -507111.281250 Penalty: 2728.015869
	Iteration 19Q: 3 clusters Score -507111.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -507122.000000 Penalty: 2728.015869
	Iteration 20F: 3 clusters Score -507122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -507131.437500 Penalty: 2728.015869
	Iteration 21Q: 3 clusters Score -507131.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -507136.437500 Penalty: 2728.015869
	Iteration 22Q: 3 clusters Score -507136.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -507143.625000 Penalty: 2728.015869
	Iteration 23Q: 3 clusters Score -507143.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -507145.937500 Penalty: 2728.015869
	Iteration 24Q: 3 clusters Score -507145.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -507148.125000 Penalty: 2728.015869
	Iteration 25Q: 3 clusters Score -507148.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -507149.593750 Penalty: 2728.015869
	Iteration 26Q: 3 clusters Score -507149.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -507151.625000 Penalty: 2728.015869
	Iteration 27Q: 3 clusters Score -507151.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -507153.250000 Penalty: 2728.015869
	Iteration 28Q: 3 clusters Score -507153.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -507154.937500 Penalty: 2728.015869
	Iteration 29Q: 3 clusters Score -507154.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -507156.937500 Penalty: 2728.015869
	Iteration 30Q: 3 clusters Score -507156.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -507157.937500 Penalty: 2728.015869
	Iteration 31Q: 3 clusters Score -507157.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -507159.562500 Penalty: 2728.015869
	Iteration 32Q: 3 clusters Score -507159.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -507159.562500 Penalty: 2728.015869
	Iteration 33F: 3 clusters Score -507159.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 136103 members 
Mstep: Class 2 contains 10615 members 
Mstep: Class 3 contains 39746 members 
Mstep: Class 4 contains 2049 members 
Mstep: Class 5 contains 354 members 
Mstep: Class 6 contains 88944 members 
Mstep: Class 7 contains 10180 members 
Mstep: Class 8 contains 6625 members 
Mstep: Class 9 contains 59480 members 
Mstep: Class 10 contains 115111 members 
Mstep: Class 11 contains 2270 members 
Mstep: Class 12 contains 3761 members 
Mstep: Class 13 contains 102254 members 
Mstep: Class 14 contains 1001 members 
Mstep: Class 15 contains 112157 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 4516 members 
Mstep: Class 18 contains 7374 members 
Mstep: Class 19 contains 12025 members 
Mstep: Class 20 contains 62581 members 
Mstep: Class 21 contains 95787 members 
Mstep: Class 22 contains 23471 members 
Mstep: Class 23 contains 8684 members 
Mstep: Class 24 contains 7219 members 
Mstep: Class 25 contains 4066 members 
Entering Unmasked Estep 
Score: -111647752.000000 Penalty: 55779.882812
Splitting cluster 5 changes total score from -111634496.000000 to -111647752.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (10180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Entering Unmasked Estep 
Score: -1262114.375000 Penalty: 1499.579224
	Iteration 0F: 2 clusters Score -1262114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1254975.875000 Penalty: 2999.158447
	Iteration 0F: 3 clusters Score -1254976 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1257278.000000 Penalty: 2999.158447
	Iteration 1F: 3 clusters Score -1257278 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1257575.875000 Penalty: 2999.158447
	Iteration 2F: 3 clusters Score -1257576 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1257864.000000 Penalty: 2999.158447
	Iteration 3F: 3 clusters Score -1257864 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1258167.875000 Penalty: 2999.158447
	Iteration 4F: 3 clusters Score -1258168 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1258548.000000 Penalty: 2999.158447
	Iteration 5F: 3 clusters Score -1258548 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1258984.375000 Penalty: 2999.158447
	Iteration 6F: 3 clusters Score -1258984 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1259451.000000 Penalty: 2999.158447
	Iteration 7F: 3 clusters Score -1259451 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1259915.625000 Penalty: 2999.158447
	Iteration 8F: 3 clusters Score -1259916 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1260353.625000 Penalty: 2999.158447
	Iteration 9Q: 3 clusters Score -1260354 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1260716.375000 Penalty: 2999.158447
	Iteration 10Q: 3 clusters Score -1260716 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1261030.125000 Penalty: 2999.158447
	Iteration 11Q: 3 clusters Score -1261030 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1261378.625000 Penalty: 2999.158447
	Iteration 12Q: 3 clusters Score -1261379 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1261709.500000 Penalty: 2999.158447
	Iteration 13Q: 3 clusters Score -1261710 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1262101.750000 Penalty: 2999.158447
	Iteration 14Q: 3 clusters Score -1262102 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1262563.250000 Penalty: 2999.158447
	Iteration 15Q: 3 clusters Score -1262563 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1263081.375000 Penalty: 2999.158447
	Iteration 16Q: 3 clusters Score -1263081 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1263743.625000 Penalty: 2999.158447
	Iteration 17Q: 3 clusters Score -1263744 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1264469.125000 Penalty: 2999.158447
	Iteration 18Q: 3 clusters Score -1264469 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1264951.500000 Penalty: 2999.158447
	Iteration 19Q: 3 clusters Score -1264952 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1265137.000000 Penalty: 2999.158447
	Iteration 20F: 3 clusters Score -1265137 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1265223.375000 Penalty: 2999.158447
	Iteration 21Q: 3 clusters Score -1265223 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1265289.750000 Penalty: 2999.158447
	Iteration 22Q: 3 clusters Score -1265290 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1265319.250000 Penalty: 2999.158447
	Iteration 23Q: 3 clusters Score -1265319 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1265335.375000 Penalty: 2999.158447
	Iteration 24Q: 3 clusters Score -1265335 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1265346.375000 Penalty: 2999.158447
	Iteration 25Q: 3 clusters Score -1265346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1265353.875000 Penalty: 2999.158447
	Iteration 26Q: 3 clusters Score -1265354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1265357.750000 Penalty: 2999.158447
	Iteration 27Q: 3 clusters Score -1265358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1265364.750000 Penalty: 2999.158447
	Iteration 28Q: 3 clusters Score -1265365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1265368.875000 Penalty: 2999.158447
	Iteration 29Q: 3 clusters Score -1265369 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1265372.500000 Penalty: 2999.158447
	Iteration 30Q: 3 clusters Score -1265372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1265373.500000 Penalty: 2999.158447
	Iteration 31Q: 3 clusters Score -1265374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1265380.250000 Penalty: 2999.158447
	Iteration 32Q: 3 clusters Score -1265380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1265382.000000 Penalty: 2999.158447
	Iteration 33Q: 3 clusters Score -1265382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1265386.500000 Penalty: 2999.158447
	Iteration 34Q: 3 clusters Score -1265386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1265389.000000 Penalty: 2999.158447
	Iteration 35Q: 3 clusters Score -1265389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1265389.500000 Penalty: 2999.158447
	Iteration 36Q: 3 clusters Score -1265390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1265390.375000 Penalty: 2999.158447
	Iteration 37Q: 3 clusters Score -1265390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1265389.750000 Penalty: 2999.158447
	Iteration 38Q: 3 clusters Score -1265390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1265392.000000 Penalty: 2999.158447
	Iteration 39Q: 3 clusters Score -1265392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1265393.250000 Penalty: 2999.158447
	Iteration 40F: 3 clusters Score -1265393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 136103 members 
Mstep: Class 2 contains 10615 members 
Mstep: Class 3 contains 39746 members 
Mstep: Class 4 contains 2049 members 
Mstep: Class 5 contains 354 members 
Mstep: Class 6 contains 88944 members 
Mstep: Class 7 contains 5864 members 
Mstep: Class 8 contains 6625 members 
Mstep: Class 9 contains 59480 members 
Mstep: Class 10 contains 115111 members 
Mstep: Class 11 contains 2270 members 
Mstep: Class 12 contains 3761 members 
Mstep: Class 13 contains 102254 members 
Mstep: Class 14 contains 1001 members 
Mstep: Class 15 contains 112157 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 4516 members 
Mstep: Class 18 contains 7374 members 
Mstep: Class 19 contains 12025 members 
Mstep: Class 20 contains 62581 members 
Mstep: Class 21 contains 95787 members 
Mstep: Class 22 contains 23471 members 
Mstep: Class 23 contains 8684 members 
Mstep: Class 24 contains 7219 members 
Mstep: Class 25 contains 4066 members 
Mstep: Class 26 contains 4316 members 
Entering Unmasked Estep 
Score: -111650328.000000 Penalty: 58011.078125
Splitting cluster 7 changes total score from -111634496.000000 to -111650328.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (6625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Entering Unmasked Estep 
Score: -827456.750000 Penalty: 1429.773438
	Iteration 0F: 2 clusters Score -827456.8 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 3350 members 
Entering Unmasked Estep 
Score: -822416.562500 Penalty: 2859.546875
	Iteration 0F: 3 clusters Score -822416.6 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -824156.375000 Penalty: 2859.546875
	Iteration 1F: 3 clusters Score -824156.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -824813.437500 Penalty: 2859.546875
	Iteration 2F: 3 clusters Score -824813.4 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -825396.750000 Penalty: 2859.546875
	Iteration 3F: 3 clusters Score -825396.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -825769.750000 Penalty: 2859.546875
	Iteration 4F: 3 clusters Score -825769.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -826009.312500 Penalty: 2859.546875
	Iteration 5F: 3 clusters Score -826009.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -826173.812500 Penalty: 2859.546875
	Iteration 6Q: 3 clusters Score -826173.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -826294.937500 Penalty: 2859.546875
	Iteration 7Q: 3 clusters Score -826294.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -826380.812500 Penalty: 2859.546875
	Iteration 8Q: 3 clusters Score -826380.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -826444.750000 Penalty: 2859.546875
	Iteration 9Q: 3 clusters Score -826444.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -826503.687500 Penalty: 2859.546875
	Iteration 10Q: 3 clusters Score -826503.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -826559.187500 Penalty: 2859.546875
	Iteration 11Q: 3 clusters Score -826559.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -826597.937500 Penalty: 2859.546875
	Iteration 12Q: 3 clusters Score -826597.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -826634.750000 Penalty: 2859.546875
	Iteration 13Q: 3 clusters Score -826634.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -826661.687500 Penalty: 2859.546875
	Iteration 14Q: 3 clusters Score -826661.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -826691.312500 Penalty: 2859.546875
	Iteration 15Q: 3 clusters Score -826691.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -826716.187500 Penalty: 2859.546875
	Iteration 16Q: 3 clusters Score -826716.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -826741.812500 Penalty: 2859.546875
	Iteration 17Q: 3 clusters Score -826741.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -826768.500000 Penalty: 2859.546875
	Iteration 18Q: 3 clusters Score -826768.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -826793.750000 Penalty: 2859.546875
	Iteration 19Q: 3 clusters Score -826793.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -826817.625000 Penalty: 2859.546875
	Iteration 20F: 3 clusters Score -826817.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -826844.125000 Penalty: 2859.546875
	Iteration 21Q: 3 clusters Score -826844.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -826865.000000 Penalty: 2859.546875
	Iteration 22Q: 3 clusters Score -826865 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -826880.437500 Penalty: 2859.546875
	Iteration 23Q: 3 clusters Score -826880.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -826895.437500 Penalty: 2859.546875
	Iteration 24Q: 3 clusters Score -826895.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -826905.437500 Penalty: 2859.546875
	Iteration 25Q: 3 clusters Score -826905.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -826920.000000 Penalty: 2859.546875
	Iteration 26Q: 3 clusters Score -826920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -826933.687500 Penalty: 2859.546875
	Iteration 27Q: 3 clusters Score -826933.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -826947.562500 Penalty: 2859.546875
	Iteration 28Q: 3 clusters Score -826947.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -826963.500000 Penalty: 2859.546875
	Iteration 29Q: 3 clusters Score -826963.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -826974.312500 Penalty: 2859.546875
	Iteration 30Q: 3 clusters Score -826974.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -826983.250000 Penalty: 2859.546875
	Iteration 31Q: 3 clusters Score -826983.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -826992.875000 Penalty: 2859.546875
	Iteration 32Q: 3 clusters Score -826992.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -826998.312500 Penalty: 2859.546875
	Iteration 33Q: 3 clusters Score -826998.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -827004.250000 Penalty: 2859.546875
	Iteration 34Q: 3 clusters Score -827004.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -827011.312500 Penalty: 2859.546875
	Iteration 35Q: 3 clusters Score -827011.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -827014.062500 Penalty: 2859.546875
	Iteration 36Q: 3 clusters Score -827014.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -827018.625000 Penalty: 2859.546875
	Iteration 37Q: 3 clusters Score -827018.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -827021.437500 Penalty: 2859.546875
	Iteration 38Q: 3 clusters Score -827021.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -827021.625000 Penalty: 2859.546875
	Iteration 39Q: 3 clusters Score -827021.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -827021.687500 Penalty: 2859.546875
	Iteration 40F: 3 clusters Score -827021.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59480 members 
Entering Unmasked Estep 
Score: -7219430.500000 Penalty: 1786.426758
	Iteration 0F: 2 clusters Score -7219430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -7179787.000000 Penalty: 3572.853516
	Iteration 0F: 3 clusters Score -7179787 nChanged 28095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -7196327.000000 Penalty: 3572.853516
	Iteration 1F: 3 clusters Score -7196327 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -7197643.500000 Penalty: 3572.853516
	Iteration 2Q: 3 clusters Score -7197644 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -7199496.000000 Penalty: 3572.853516
	Iteration 3F: 3 clusters Score -7199496 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -7201213.000000 Penalty: 3572.853516
	Iteration 4F: 3 clusters Score -7201213 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -7202627.000000 Penalty: 3572.853516
	Iteration 5F: 3 clusters Score -7202627 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -7203875.000000 Penalty: 3572.853516
	Iteration 6Q: 3 clusters Score -7203875 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -7204879.500000 Penalty: 3572.853516
	Iteration 7Q: 3 clusters Score -7204880 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -7205783.500000 Penalty: 3572.853516
	Iteration 8Q: 3 clusters Score -7205784 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -7206692.500000 Penalty: 3572.853516
	Iteration 9Q: 3 clusters Score -7206692 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -7207428.500000 Penalty: 3572.853516
	Iteration 10Q: 3 clusters Score -7207428 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -7208069.500000 Penalty: 3572.853516
	Iteration 11Q: 3 clusters Score -7208070 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -7208725.500000 Penalty: 3572.853516
	Iteration 12Q: 3 clusters Score -7208726 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -7209261.000000 Penalty: 3572.853516
	Iteration 13Q: 3 clusters Score -7209261 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -7209860.000000 Penalty: 3572.853516
	Iteration 14Q: 3 clusters Score -7209860 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -7210603.000000 Penalty: 3572.853516
	Iteration 15Q: 3 clusters Score -7210603 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -7211543.500000 Penalty: 3572.853516
	Iteration 16Q: 3 clusters Score -7211544 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -7213060.500000 Penalty: 3572.853516
	Iteration 17Q: 3 clusters Score -7213060 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -7215394.000000 Penalty: 3572.853516
	Iteration 18Q: 3 clusters Score -7215394 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49516 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -7216947.500000 Penalty: 3572.853516
	Iteration 19Q: 3 clusters Score -7216948 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50543 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -7217593.500000 Penalty: 3572.853516
	Iteration 20F: 3 clusters Score -7217594 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -7217923.500000 Penalty: 3572.853516
	Iteration 21Q: 3 clusters Score -7217924 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51967 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -7218172.500000 Penalty: 3572.853516
	Iteration 22Q: 3 clusters Score -7218172 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52484 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -7218362.000000 Penalty: 3572.853516
	Iteration 23Q: 3 clusters Score -7218362 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -7218455.500000 Penalty: 3572.853516
	Iteration 24Q: 3 clusters Score -7218456 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53277 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -7218555.000000 Penalty: 3572.853516
	Iteration 25Q: 3 clusters Score -7218555 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53583 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -7218612.500000 Penalty: 3572.853516
	Iteration 26Q: 3 clusters Score -7218612 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53844 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -7218697.500000 Penalty: 3572.853516
	Iteration 27Q: 3 clusters Score -7218698 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54055 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -7218748.500000 Penalty: 3572.853516
	Iteration 28Q: 3 clusters Score -7218748 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -7218818.000000 Penalty: 3572.853516
	Iteration 29Q: 3 clusters Score -7218818 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54385 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -7218824.000000 Penalty: 3572.853516
	Iteration 30Q: 3 clusters Score -7218824 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -7218849.000000 Penalty: 3572.853516
	Iteration 31Q: 3 clusters Score -7218849 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -7218850.000000 Penalty: 3572.853516
	Iteration 32Q: 3 clusters Score -7218850 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54659 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -7218853.500000 Penalty: 3572.853516
	Iteration 33Q: 3 clusters Score -7218854 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54734 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -7218867.000000 Penalty: 3572.853516
	Iteration 34Q: 3 clusters Score -7218867 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54787 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -7218894.500000 Penalty: 3572.853516
	Iteration 35Q: 3 clusters Score -7218894 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54845 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -7218887.500000 Penalty: 3572.853516
	Iteration 36Q: 3 clusters Score -7218888 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54905 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -7218897.500000 Penalty: 3572.853516
	Iteration 37Q: 3 clusters Score -7218898 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54948 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -7218901.000000 Penalty: 3572.853516
	Iteration 38Q: 3 clusters Score -7218901 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54987 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -7218903.000000 Penalty: 3572.853516
	Iteration 39Q: 3 clusters Score -7218903 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55016 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -7218914.500000 Penalty: 3572.853516
	Iteration 40F: 3 clusters Score -7218914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -7218909.500000 Penalty: 3572.853516
	Iteration 41Q: 3 clusters Score -7218910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55055 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -7218911.000000 Penalty: 3572.853516
	Iteration 42Q: 3 clusters Score -7218911 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55076 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -7218924.500000 Penalty: 3572.853516
	Iteration 43Q: 3 clusters Score -7218924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55102 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -7218908.000000 Penalty: 3572.853516
	Iteration 44Q: 3 clusters Score -7218908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55126 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -7218914.000000 Penalty: 3572.853516
	Iteration 45Q: 3 clusters Score -7218914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55146 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -7218920.500000 Penalty: 3572.853516
	Iteration 46Q: 3 clusters Score -7218920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -7218934.500000 Penalty: 3572.853516
	Iteration 47Q: 3 clusters Score -7218934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55199 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -7218929.500000 Penalty: 3572.853516
	Iteration 48Q: 3 clusters Score -7218930 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55227 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -7218933.500000 Penalty: 3572.853516
	Iteration 49Q: 3 clusters Score -7218934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55258 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -7218932.000000 Penalty: 3572.853516
	Iteration 50Q: 3 clusters Score -7218932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55287 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -7218931.000000 Penalty: 3572.853516
	Iteration 51Q: 3 clusters Score -7218931 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55321 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -7218929.500000 Penalty: 3572.853516
	Iteration 52Q: 3 clusters Score -7218930 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55354 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -7218929.500000 Penalty: 3572.853516
	Iteration 53Q: 3 clusters Score -7218930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55381 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -7218926.500000 Penalty: 3572.853516
	Iteration 54Q: 3 clusters Score -7218926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55410 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -7218926.000000 Penalty: 3572.853516
	Iteration 55Q: 3 clusters Score -7218926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55440 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -7218931.500000 Penalty: 3572.853516
	Iteration 56Q: 3 clusters Score -7218932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55464 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -7218942.500000 Penalty: 3572.853516
	Iteration 57Q: 3 clusters Score -7218942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55492 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -7218946.500000 Penalty: 3572.853516
	Iteration 58Q: 3 clusters Score -7218946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55513 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -7218948.500000 Penalty: 3572.853516
	Iteration 59Q: 3 clusters Score -7218948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55534 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -7218948.000000 Penalty: 3572.853516
	Iteration 60F: 3 clusters Score -7218948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55557 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -7218932.500000 Penalty: 3572.853516
	Iteration 61Q: 3 clusters Score -7218932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55576 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -7218939.000000 Penalty: 3572.853516
	Iteration 62Q: 3 clusters Score -7218939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55591 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -7218941.000000 Penalty: 3572.853516
	Iteration 63Q: 3 clusters Score -7218941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55603 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -7218949.000000 Penalty: 3572.853516
	Iteration 64Q: 3 clusters Score -7218949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55606 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -7218950.000000 Penalty: 3572.853516
	Iteration 65Q: 3 clusters Score -7218950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55611 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -7218942.500000 Penalty: 3572.853516
	Iteration 66Q: 3 clusters Score -7218942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55615 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -7218946.500000 Penalty: 3572.853516
	Iteration 67Q: 3 clusters Score -7218946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55617 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -7218944.500000 Penalty: 3572.853516
	Iteration 68Q: 3 clusters Score -7218944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55619 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -7218948.500000 Penalty: 3572.853516
	Iteration 69Q: 3 clusters Score -7218948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55621 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -7218945.500000 Penalty: 3572.853516
	Iteration 70Q: 3 clusters Score -7218946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55622 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -7218951.000000 Penalty: 3572.853516
	Iteration 71Q: 3 clusters Score -7218951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55625 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -7218946.000000 Penalty: 3572.853516
	Iteration 72Q: 3 clusters Score -7218946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55626 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -7218948.500000 Penalty: 3572.853516
	Iteration 73Q: 3 clusters Score -7218948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55627 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -7218946.000000 Penalty: 3572.853516
	Iteration 74Q: 3 clusters Score -7218946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55627 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -7218946.000000 Penalty: 3572.853516
	Iteration 75F: 3 clusters Score -7218946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (115111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115111 members 
Entering Unmasked Estep 
Score: -14539371.000000 Penalty: 1893.718506
	Iteration 0F: 2 clusters Score -1.453937e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57693 members 
Mstep: Class 2 contains 57418 members 
Entering Unmasked Estep 
Score: -14478358.000000 Penalty: 3787.437012
	Iteration 0F: 3 clusters Score -1.447836e+07 nChanged 55308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58071 members 
Mstep: Class 2 contains 57040 members 
Entering Unmasked Estep 
Score: -14511398.000000 Penalty: 3787.437012
	Iteration 1F: 3 clusters Score -1.45114e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57967 members 
Mstep: Class 2 contains 57144 members 
Entering Unmasked Estep 
Score: -14512516.000000 Penalty: 3787.437012
	Iteration 2Q: 3 clusters Score -1.451252e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57917 members 
Mstep: Class 2 contains 57194 members 
Entering Unmasked Estep 
Score: -14514008.000000 Penalty: 3787.437012
	Iteration 3Q: 3 clusters Score -1.451401e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58016 members 
Mstep: Class 2 contains 57095 members 
Entering Unmasked Estep 
Score: -14516043.000000 Penalty: 3787.437012
	Iteration 4Q: 3 clusters Score -1.451604e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58322 members 
Mstep: Class 2 contains 56789 members 
Entering Unmasked Estep 
Score: -14518800.000000 Penalty: 3787.437012
	Iteration 5Q: 3 clusters Score -1.45188e+07 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58857 members 
Mstep: Class 2 contains 56254 members 
Entering Unmasked Estep 
Score: -14522710.000000 Penalty: 3787.437012
	Iteration 6F: 3 clusters Score -1.452271e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59538 members 
Mstep: Class 2 contains 55573 members 
Entering Unmasked Estep 
Score: -14527200.000000 Penalty: 3787.437012
	Iteration 7F: 3 clusters Score -1.45272e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60182 members 
Mstep: Class 2 contains 54929 members 
Entering Unmasked Estep 
Score: -14530954.000000 Penalty: 3787.437012
	Iteration 8F: 3 clusters Score -1.453095e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60633 members 
Mstep: Class 2 contains 54478 members 
Entering Unmasked Estep 
Score: -14533453.000000 Penalty: 3787.437012
	Iteration 9Q: 3 clusters Score -1.453345e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60769 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -14534357.000000 Penalty: 3787.437012
	Iteration 10Q: 3 clusters Score -1.453436e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60852 members 
Mstep: Class 2 contains 54259 members 
Entering Unmasked Estep 
Score: -14534690.000000 Penalty: 3787.437012
	Iteration 11Q: 3 clusters Score -1.453469e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60896 members 
Mstep: Class 2 contains 54215 members 
Entering Unmasked Estep 
Score: -14534885.000000 Penalty: 3787.437012
	Iteration 12Q: 3 clusters Score -1.453488e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60920 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
Score: -14535030.000000 Penalty: 3787.437012
	Iteration 13Q: 3 clusters Score -1.453503e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60893 members 
Mstep: Class 2 contains 54218 members 
Entering Unmasked Estep 
Score: -14535156.000000 Penalty: 3787.437012
	Iteration 14Q: 3 clusters Score -1.453516e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60807 members 
Mstep: Class 2 contains 54304 members 
Entering Unmasked Estep 
Score: -14535236.000000 Penalty: 3787.437012
	Iteration 15Q: 3 clusters Score -1.453524e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60733 members 
Mstep: Class 2 contains 54378 members 
Entering Unmasked Estep 
Score: -14535382.000000 Penalty: 3787.437012
	Iteration 16Q: 3 clusters Score -1.453538e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60629 members 
Mstep: Class 2 contains 54482 members 
Entering Unmasked Estep 
Score: -14535486.000000 Penalty: 3787.437012
	Iteration 17Q: 3 clusters Score -1.453549e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60519 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -14535611.000000 Penalty: 3787.437012
	Iteration 18Q: 3 clusters Score -1.453561e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60379 members 
Mstep: Class 2 contains 54732 members 
Entering Unmasked Estep 
Score: -14535779.000000 Penalty: 3787.437012
	Iteration 19Q: 3 clusters Score -1.453578e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60280 members 
Mstep: Class 2 contains 54831 members 
Entering Unmasked Estep 
Score: -14535850.000000 Penalty: 3787.437012
	Iteration 20F: 3 clusters Score -1.453585e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60157 members 
Mstep: Class 2 contains 54954 members 
Entering Unmasked Estep 
Score: -14536049.000000 Penalty: 3787.437012
	Iteration 21Q: 3 clusters Score -1.453605e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60073 members 
Mstep: Class 2 contains 55038 members 
Entering Unmasked Estep 
Score: -14536171.000000 Penalty: 3787.437012
	Iteration 22Q: 3 clusters Score -1.453617e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60012 members 
Mstep: Class 2 contains 55099 members 
Entering Unmasked Estep 
Score: -14536233.000000 Penalty: 3787.437012
	Iteration 23Q: 3 clusters Score -1.453623e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59931 members 
Mstep: Class 2 contains 55180 members 
Entering Unmasked Estep 
Score: -14536283.000000 Penalty: 3787.437012
	Iteration 24Q: 3 clusters Score -1.453628e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59806 members 
Mstep: Class 2 contains 55305 members 
Entering Unmasked Estep 
Score: -14536395.000000 Penalty: 3787.437012
	Iteration 25Q: 3 clusters Score -1.45364e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59675 members 
Mstep: Class 2 contains 55436 members 
Entering Unmasked Estep 
Score: -14536508.000000 Penalty: 3787.437012
	Iteration 26Q: 3 clusters Score -1.453651e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59539 members 
Mstep: Class 2 contains 55572 members 
Entering Unmasked Estep 
Score: -14536676.000000 Penalty: 3787.437012
	Iteration 27Q: 3 clusters Score -1.453668e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59367 members 
Mstep: Class 2 contains 55744 members 
Entering Unmasked Estep 
Score: -14536749.000000 Penalty: 3787.437012
	Iteration 28Q: 3 clusters Score -1.453675e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59206 members 
Mstep: Class 2 contains 55905 members 
Entering Unmasked Estep 
Score: -14536914.000000 Penalty: 3787.437012
	Iteration 29Q: 3 clusters Score -1.453691e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59014 members 
Mstep: Class 2 contains 56097 members 
Entering Unmasked Estep 
Score: -14537121.000000 Penalty: 3787.437012
	Iteration 30Q: 3 clusters Score -1.453712e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58795 members 
Mstep: Class 2 contains 56316 members 
Entering Unmasked Estep 
Score: -14537229.000000 Penalty: 3787.437012
	Iteration 31Q: 3 clusters Score -1.453723e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58520 members 
Mstep: Class 2 contains 56591 members 
Entering Unmasked Estep 
Score: -14537381.000000 Penalty: 3787.437012
	Iteration 32Q: 3 clusters Score -1.453738e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58226 members 
Mstep: Class 2 contains 56885 members 
Entering Unmasked Estep 
Score: -14537486.000000 Penalty: 3787.437012
	Iteration 33Q: 3 clusters Score -1.453749e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57939 members 
Mstep: Class 2 contains 57172 members 
Entering Unmasked Estep 
Score: -14537670.000000 Penalty: 3787.437012
	Iteration 34Q: 3 clusters Score -1.453767e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57619 members 
Mstep: Class 2 contains 57492 members 
Entering Unmasked Estep 
Score: -14537843.000000 Penalty: 3787.437012
	Iteration 35Q: 3 clusters Score -1.453784e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57273 members 
Mstep: Class 2 contains 57838 members 
Entering Unmasked Estep 
Score: -14537920.000000 Penalty: 3787.437012
	Iteration 36Q: 3 clusters Score -1.453792e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56910 members 
Mstep: Class 2 contains 58201 members 
Entering Unmasked Estep 
Score: -14538022.000000 Penalty: 3787.437012
	Iteration 37Q: 3 clusters Score -1.453802e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56534 members 
Mstep: Class 2 contains 58577 members 
Entering Unmasked Estep 
Score: -14538275.000000 Penalty: 3787.437012
	Iteration 38Q: 3 clusters Score -1.453828e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56142 members 
Mstep: Class 2 contains 58969 members 
Entering Unmasked Estep 
Score: -14538479.000000 Penalty: 3787.437012
	Iteration 39Q: 3 clusters Score -1.453848e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55760 members 
Mstep: Class 2 contains 59351 members 
Entering Unmasked Estep 
Score: -14538625.000000 Penalty: 3787.437012
	Iteration 40F: 3 clusters Score -1.453862e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55358 members 
Mstep: Class 2 contains 59753 members 
Entering Unmasked Estep 
Score: -14538762.000000 Penalty: 3787.437012
	Iteration 41Q: 3 clusters Score -1.453876e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54918 members 
Mstep: Class 2 contains 60193 members 
Entering Unmasked Estep 
Score: -14538920.000000 Penalty: 3787.437012
	Iteration 42Q: 3 clusters Score -1.453892e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54413 members 
Mstep: Class 2 contains 60698 members 
Entering Unmasked Estep 
Score: -14539005.000000 Penalty: 3787.437012
	Iteration 43Q: 3 clusters Score -1.4539e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 2 contains 61181 members 
Entering Unmasked Estep 
Score: -14539138.000000 Penalty: 3787.437012
	Iteration 44Q: 3 clusters Score -1.453914e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53456 members 
Mstep: Class 2 contains 61655 members 
Entering Unmasked Estep 
Score: -14539293.000000 Penalty: 3787.437012
	Iteration 45Q: 3 clusters Score -1.453929e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52953 members 
Mstep: Class 2 contains 62158 members 
Entering Unmasked Estep 
Score: -14539352.000000 Penalty: 3787.437012
	Iteration 46Q: 3 clusters Score -1.453935e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52455 members 
Mstep: Class 2 contains 62656 members 
Entering Unmasked Estep 
Score: -14539436.000000 Penalty: 3787.437012
	Iteration 47Q: 3 clusters Score -1.453944e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51974 members 
Mstep: Class 2 contains 63137 members 
Entering Unmasked Estep 
Score: -14539511.000000 Penalty: 3787.437012
	Iteration 48Q: 3 clusters Score -1.453951e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51485 members 
Mstep: Class 2 contains 63626 members 
Entering Unmasked Estep 
Score: -14539552.000000 Penalty: 3787.437012
	Iteration 49Q: 3 clusters Score -1.453955e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 64154 members 
Entering Unmasked Estep 
Score: -14539696.000000 Penalty: 3787.437012
	Iteration 50Q: 3 clusters Score -1.45397e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50419 members 
Mstep: Class 2 contains 64692 members 
Entering Unmasked Estep 
Score: -14539813.000000 Penalty: 3787.437012
	Iteration 51Q: 3 clusters Score -1.453981e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49851 members 
Mstep: Class 2 contains 65260 members 
Entering Unmasked Estep 
Score: -14539951.000000 Penalty: 3787.437012
	Iteration 52Q: 3 clusters Score -1.453995e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49273 members 
Mstep: Class 2 contains 65838 members 
Entering Unmasked Estep 
Score: -14540024.000000 Penalty: 3787.437012
	Iteration 53Q: 3 clusters Score -1.454002e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48644 members 
Mstep: Class 2 contains 66467 members 
Entering Unmasked Estep 
Score: -14540195.000000 Penalty: 3787.437012
	Iteration 54Q: 3 clusters Score -1.45402e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 67124 members 
Entering Unmasked Estep 
Score: -14540322.000000 Penalty: 3787.437012
	Iteration 55Q: 3 clusters Score -1.454032e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 67776 members 
Entering Unmasked Estep 
Score: -14540455.000000 Penalty: 3787.437012
	Iteration 56Q: 3 clusters Score -1.454046e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 68427 members 
Entering Unmasked Estep 
Score: -14540514.000000 Penalty: 3787.437012
	Iteration 57Q: 3 clusters Score -1.454051e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 69064 members 
Entering Unmasked Estep 
Score: -14540663.000000 Penalty: 3787.437012
	Iteration 58Q: 3 clusters Score -1.454066e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 69639 members 
Entering Unmasked Estep 
Score: -14540708.000000 Penalty: 3787.437012
	Iteration 59Q: 3 clusters Score -1.454071e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 70237 members 
Entering Unmasked Estep 
Score: -14540816.000000 Penalty: 3787.437012
	Iteration 60F: 3 clusters Score -1.454082e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 70836 members 
Entering Unmasked Estep 
Score: -14540863.000000 Penalty: 3787.437012
	Iteration 61Q: 3 clusters Score -1.454086e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 71404 members 
Entering Unmasked Estep 
Score: -14540924.000000 Penalty: 3787.437012
	Iteration 62Q: 3 clusters Score -1.454092e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 71974 members 
Entering Unmasked Estep 
Score: -14541014.000000 Penalty: 3787.437012
	Iteration 63Q: 3 clusters Score -1.454101e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 72555 members 
Entering Unmasked Estep 
Score: -14541035.000000 Penalty: 3787.437012
	Iteration 64Q: 3 clusters Score -1.454104e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 73138 members 
Entering Unmasked Estep 
Score: -14541101.000000 Penalty: 3787.437012
	Iteration 65Q: 3 clusters Score -1.45411e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 73709 members 
Entering Unmasked Estep 
Score: -14541159.000000 Penalty: 3787.437012
	Iteration 66Q: 3 clusters Score -1.454116e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 74249 members 
Entering Unmasked Estep 
Score: -14541214.000000 Penalty: 3787.437012
	Iteration 67Q: 3 clusters Score -1.454121e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 74764 members 
Entering Unmasked Estep 
Score: -14541308.000000 Penalty: 3787.437012
	Iteration 68Q: 3 clusters Score -1.454131e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 75250 members 
Entering Unmasked Estep 
Score: -14541350.000000 Penalty: 3787.437012
	Iteration 69Q: 3 clusters Score -1.454135e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 75740 members 
Entering Unmasked Estep 
Score: -14541403.000000 Penalty: 3787.437012
	Iteration 70Q: 3 clusters Score -1.45414e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 76257 members 
Entering Unmasked Estep 
Score: -14541516.000000 Penalty: 3787.437012
	Iteration 71Q: 3 clusters Score -1.454152e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 76763 members 
Entering Unmasked Estep 
Score: -14541510.000000 Penalty: 3787.437012
	Iteration 72Q: 3 clusters Score -1.454151e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37849 members 
Mstep: Class 2 contains 77262 members 
Entering Unmasked Estep 
Score: -14541527.000000 Penalty: 3787.437012
	Iteration 73Q: 3 clusters Score -1.454153e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 77730 members 
Entering Unmasked Estep 
Score: -14541582.000000 Penalty: 3787.437012
	Iteration 74Q: 3 clusters Score -1.454158e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 78187 members 
Entering Unmasked Estep 
Score: -14541597.000000 Penalty: 3787.437012
	Iteration 75Q: 3 clusters Score -1.45416e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 78675 members 
Entering Unmasked Estep 
Score: -14541642.000000 Penalty: 3787.437012
	Iteration 76Q: 3 clusters Score -1.454164e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 79215 members 
Entering Unmasked Estep 
Score: -14541718.000000 Penalty: 3787.437012
	Iteration 77Q: 3 clusters Score -1.454172e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 79774 members 
Entering Unmasked Estep 
Score: -14541832.000000 Penalty: 3787.437012
	Iteration 78Q: 3 clusters Score -1.454183e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 80385 members 
Entering Unmasked Estep 
Score: -14541874.000000 Penalty: 3787.437012
	Iteration 79Q: 3 clusters Score -1.454187e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 81044 members 
Entering Unmasked Estep 
Score: -14541915.000000 Penalty: 3787.437012
	Iteration 80F: 3 clusters Score -1.454192e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 81664 members 
Entering Unmasked Estep 
Score: -14542023.000000 Penalty: 3787.437012
	Iteration 81Q: 3 clusters Score -1.454202e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 82256 members 
Entering Unmasked Estep 
Score: -14542072.000000 Penalty: 3787.437012
	Iteration 82Q: 3 clusters Score -1.454207e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 82899 members 
Entering Unmasked Estep 
Score: -14542172.000000 Penalty: 3787.437012
	Iteration 83Q: 3 clusters Score -1.454217e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 83522 members 
Entering Unmasked Estep 
Score: -14542179.000000 Penalty: 3787.437012
	Iteration 84Q: 3 clusters Score -1.454218e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 84160 members 
Entering Unmasked Estep 
Score: -14542305.000000 Penalty: 3787.437012
	Iteration 85Q: 3 clusters Score -1.45423e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 84839 members 
Entering Unmasked Estep 
Score: -14542451.000000 Penalty: 3787.437012
	Iteration 86Q: 3 clusters Score -1.454245e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 85567 members 
Entering Unmasked Estep 
Score: -14542560.000000 Penalty: 3787.437012
	Iteration 87Q: 3 clusters Score -1.454256e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 86323 members 
Entering Unmasked Estep 
Score: -14542696.000000 Penalty: 3787.437012
	Iteration 88Q: 3 clusters Score -1.45427e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 87102 members 
Entering Unmasked Estep 
Score: -14542839.000000 Penalty: 3787.437012
	Iteration 89Q: 3 clusters Score -1.454284e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 87921 members 
Entering Unmasked Estep 
Score: -14542993.000000 Penalty: 3787.437012
	Iteration 90Q: 3 clusters Score -1.454299e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 88749 members 
Entering Unmasked Estep 
Score: -14543183.000000 Penalty: 3787.437012
	Iteration 91Q: 3 clusters Score -1.454318e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 89587 members 
Entering Unmasked Estep 
Score: -14543417.000000 Penalty: 3787.437012
	Iteration 92Q: 3 clusters Score -1.454342e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 90479 members 
Entering Unmasked Estep 
Score: -14543684.000000 Penalty: 3787.437012
	Iteration 93Q: 3 clusters Score -1.454368e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 91495 members 
Entering Unmasked Estep 
Score: -14543868.000000 Penalty: 3787.437012
	Iteration 94Q: 3 clusters Score -1.454387e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 92590 members 
Entering Unmasked Estep 
Score: -14544267.000000 Penalty: 3787.437012
	Iteration 95Q: 3 clusters Score -1.454427e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 93867 members 
Entering Unmasked Estep 
Score: -14544629.000000 Penalty: 3787.437012
	Iteration 96Q: 3 clusters Score -1.454463e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 95267 members 
Entering Unmasked Estep 
Score: -14544954.000000 Penalty: 3787.437012
	Iteration 97Q: 3 clusters Score -1.454495e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 96779 members 
Entering Unmasked Estep 
Score: -14545092.000000 Penalty: 3787.437012
	Iteration 98Q: 3 clusters Score -1.454509e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 98390 members 
Entering Unmasked Estep 
Score: -14545021.000000 Penalty: 3787.437012
	Iteration 99Q: 3 clusters Score -1.454502e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 100046 members 
Entering Unmasked Estep 
Score: -14544850.000000 Penalty: 3787.437012
	Iteration 100F: 3 clusters Score -1.454485e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 101717 members 
Entering Unmasked Estep 
Score: -14544549.000000 Penalty: 3787.437012
	Iteration 101Q: 3 clusters Score -1.454455e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 103278 members 
Entering Unmasked Estep 
Score: -14543994.000000 Penalty: 3787.437012
	Iteration 102Q: 3 clusters Score -1.454399e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 104668 members 
Entering Unmasked Estep 
Score: -14543392.000000 Penalty: 3787.437012
	Iteration 103Q: 3 clusters Score -1.454339e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 105931 members 
Entering Unmasked Estep 
Score: -14542824.000000 Penalty: 3787.437012
	Iteration 104Q: 3 clusters Score -1.454282e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 107015 members 
Entering Unmasked Estep 
Score: -14542349.000000 Penalty: 3787.437012
	Iteration 105Q: 3 clusters Score -1.454235e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 107988 members 
Entering Unmasked Estep 
Score: -14541749.000000 Penalty: 3787.437012
	Iteration 106Q: 3 clusters Score -1.454175e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 108856 members 
Entering Unmasked Estep 
Score: -14541280.000000 Penalty: 3787.437012
	Iteration 107Q: 3 clusters Score -1.454128e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 109590 members 
Entering Unmasked Estep 
Score: -14540865.000000 Penalty: 3787.437012
	Iteration 108Q: 3 clusters Score -1.454086e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 110225 members 
Entering Unmasked Estep 
Score: -14540437.000000 Penalty: 3787.437012
	Iteration 109Q: 3 clusters Score -1.454044e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 110769 members 
Entering Unmasked Estep 
Score: -14540168.000000 Penalty: 3787.437012
	Iteration 110Q: 3 clusters Score -1.454017e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 111215 members 
Entering Unmasked Estep 
Score: -14539933.000000 Penalty: 3787.437012
	Iteration 111Q: 3 clusters Score -1.453993e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 111617 members 
Entering Unmasked Estep 
Score: -14539734.000000 Penalty: 3787.437012
	Iteration 112Q: 3 clusters Score -1.453973e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 111971 members 
Entering Unmasked Estep 
Score: -14539571.000000 Penalty: 3787.437012
	Iteration 113Q: 3 clusters Score -1.453957e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 112276 members 
Entering Unmasked Estep 
Score: -14539429.000000 Penalty: 3787.437012
	Iteration 114Q: 3 clusters Score -1.453943e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 112521 members 
Entering Unmasked Estep 
Score: -14539272.000000 Penalty: 3787.437012
	Iteration 115Q: 3 clusters Score -1.453927e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 112738 members 
Entering Unmasked Estep 
Score: -14539182.000000 Penalty: 3787.437012
	Iteration 116Q: 3 clusters Score -1.453918e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 112931 members 
Entering Unmasked Estep 
Score: -14539086.000000 Penalty: 3787.437012
	Iteration 117Q: 3 clusters Score -1.453909e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 113096 members 
Entering Unmasked Estep 
Score: -14538969.000000 Penalty: 3787.437012
	Iteration 118Q: 3 clusters Score -1.453897e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 113240 members 
Entering Unmasked Estep 
Score: -14538904.000000 Penalty: 3787.437012
	Iteration 119Q: 3 clusters Score -1.45389e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 113338 members 
Entering Unmasked Estep 
Score: -14538854.000000 Penalty: 3787.437012
	Iteration 120F: 3 clusters Score -1.453885e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 113430 members 
Entering Unmasked Estep 
Score: -14538855.000000 Penalty: 3787.437012
	Iteration 121Q: 3 clusters Score -1.453886e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 113523 members 
Entering Unmasked Estep 
Score: -14538798.000000 Penalty: 3787.437012
	Iteration 122Q: 3 clusters Score -1.45388e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 113596 members 
Entering Unmasked Estep 
Score: -14538742.000000 Penalty: 3787.437012
	Iteration 123Q: 3 clusters Score -1.453874e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 113664 members 
Entering Unmasked Estep 
Score: -14538712.000000 Penalty: 3787.437012
	Iteration 124Q: 3 clusters Score -1.453871e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 113716 members 
Entering Unmasked Estep 
Score: -14538689.000000 Penalty: 3787.437012
	Iteration 125Q: 3 clusters Score -1.453869e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 113762 members 
Entering Unmasked Estep 
Score: -14538668.000000 Penalty: 3787.437012
	Iteration 126Q: 3 clusters Score -1.453867e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 113798 members 
Entering Unmasked Estep 
Score: -14538613.000000 Penalty: 3787.437012
	Iteration 127Q: 3 clusters Score -1.453861e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 113821 members 
Entering Unmasked Estep 
Score: -14538584.000000 Penalty: 3787.437012
	Iteration 128Q: 3 clusters Score -1.453858e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 113853 members 
Entering Unmasked Estep 
Score: -14538575.000000 Penalty: 3787.437012
	Iteration 129Q: 3 clusters Score -1.453858e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 113876 members 
Entering Unmasked Estep 
Score: -14538565.000000 Penalty: 3787.437012
	Iteration 130Q: 3 clusters Score -1.453856e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 113902 members 
Entering Unmasked Estep 
Score: -14538551.000000 Penalty: 3787.437012
	Iteration 131Q: 3 clusters Score -1.453855e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 113922 members 
Entering Unmasked Estep 
Score: -14538562.000000 Penalty: 3787.437012
	Iteration 132Q: 3 clusters Score -1.453856e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 113938 members 
Entering Unmasked Estep 
Score: -14538562.000000 Penalty: 3787.437012
	Iteration 133Q: 3 clusters Score -1.453856e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 113958 members 
Entering Unmasked Estep 
Score: -14538564.000000 Penalty: 3787.437012
	Iteration 134Q: 3 clusters Score -1.453856e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 113976 members 
Entering Unmasked Estep 
Score: -14538575.000000 Penalty: 3787.437012
	Iteration 135Q: 3 clusters Score -1.453858e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 113992 members 
Entering Unmasked Estep 
Score: -14538575.000000 Penalty: 3787.437012
	Iteration 136Q: 3 clusters Score -1.453858e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 114009 members 
Entering Unmasked Estep 
Score: -14538558.000000 Penalty: 3787.437012
	Iteration 137Q: 3 clusters Score -1.453856e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 114018 members 
Entering Unmasked Estep 
Score: -14538552.000000 Penalty: 3787.437012
	Iteration 138Q: 3 clusters Score -1.453855e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 114029 members 
Entering Unmasked Estep 
Score: -14538531.000000 Penalty: 3787.437012
	Iteration 139Q: 3 clusters Score -1.453853e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 114043 members 
Entering Unmasked Estep 
Score: -14538508.000000 Penalty: 3787.437012
	Iteration 140F: 3 clusters Score -1.453851e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 114059 members 
Entering Unmasked Estep 
Score: -14538498.000000 Penalty: 3787.437012
	Iteration 141Q: 3 clusters Score -1.45385e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 114068 members 
Entering Unmasked Estep 
Score: -14538481.000000 Penalty: 3787.437012
	Iteration 142Q: 3 clusters Score -1.453848e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 114075 members 
Entering Unmasked Estep 
Score: -14538505.000000 Penalty: 3787.437012
	Iteration 143Q: 3 clusters Score -1.45385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 114079 members 
Entering Unmasked Estep 
Score: -14538501.000000 Penalty: 3787.437012
	Iteration 144Q: 3 clusters Score -1.45385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 114082 members 
Entering Unmasked Estep 
Score: -14538515.000000 Penalty: 3787.437012
	Iteration 145Q: 3 clusters Score -1.453852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 114094 members 
Entering Unmasked Estep 
Score: -14538501.000000 Penalty: 3787.437012
	Iteration 146Q: 3 clusters Score -1.45385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 114098 members 
Entering Unmasked Estep 
Score: -14538503.000000 Penalty: 3787.437012
	Iteration 147Q: 3 clusters Score -1.45385e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 114107 members 
Entering Unmasked Estep 
Score: -14538502.000000 Penalty: 3787.437012
	Iteration 148Q: 3 clusters Score -1.45385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 114114 members 
Entering Unmasked Estep 
Score: -14538504.000000 Penalty: 3787.437012
	Iteration 149Q: 3 clusters Score -1.45385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 114115 members 
Entering Unmasked Estep 
Score: -14538500.000000 Penalty: 3787.437012
	Iteration 150Q: 3 clusters Score -1.45385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 114114 members 
Entering Unmasked Estep 
Score: -14538504.000000 Penalty: 3787.437012
	Iteration 151Q: 3 clusters Score -1.45385e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 114114 members 
Entering Unmasked Estep 
Score: -14538504.000000 Penalty: 3787.437012
	Iteration 152F: 3 clusters Score -1.45385e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Entering Unmasked Estep 
Score: -223485.406250 Penalty: 1255.724487
	Iteration 0F: 2 clusters Score -223485.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -221554.390625 Penalty: 2511.448975
	Iteration 0F: 3 clusters Score -221554.4 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -223389.000000 Penalty: 2511.448975
	Iteration 1F: 3 clusters Score -223389 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -224955.453125 Penalty: 2511.448975
	Iteration 2F: 3 clusters Score -224955.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -225568.718750 Penalty: 2511.448975
	Iteration 3F: 3 clusters Score -225568.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -225851.968750 Penalty: 2511.448975
	Iteration 4Q: 3 clusters Score -225852 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -226035.078125 Penalty: 2511.448975
	Iteration 5Q: 3 clusters Score -226035.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -226200.609375 Penalty: 2511.448975
	Iteration 6Q: 3 clusters Score -226200.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -226364.843750 Penalty: 2511.448975
	Iteration 7Q: 3 clusters Score -226364.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -226482.359375 Penalty: 2511.448975
	Iteration 8Q: 3 clusters Score -226482.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -226537.453125 Penalty: 2511.448975
	Iteration 9Q: 3 clusters Score -226537.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -226574.328125 Penalty: 2511.448975
	Iteration 10Q: 3 clusters Score -226574.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -226620.687500 Penalty: 2511.448975
	Iteration 11Q: 3 clusters Score -226620.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -226695.031250 Penalty: 2511.448975
	Iteration 12Q: 3 clusters Score -226695 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -226727.125000 Penalty: 2511.448975
	Iteration 13Q: 3 clusters Score -226727.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -226736.609375 Penalty: 2511.448975
	Iteration 14Q: 3 clusters Score -226736.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -226740.796875 Penalty: 2511.448975
	Iteration 15Q: 3 clusters Score -226740.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -226742.437500 Penalty: 2511.448975
	Iteration 16Q: 3 clusters Score -226742.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -226742.843750 Penalty: 2511.448975
	Iteration 17Q: 3 clusters Score -226742.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -226743.531250 Penalty: 2511.448975
	Iteration 18Q: 3 clusters Score -226743.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -226743.984375 Penalty: 2511.448975
	Iteration 19F: 3 clusters Score -226744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -226744.437500 Penalty: 2511.448975
	Iteration 20F: 3 clusters Score -226744.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -226744.718750 Penalty: 2511.448975
	Iteration 21Q: 3 clusters Score -226744.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -226745.140625 Penalty: 2511.448975
	Iteration 22Q: 3 clusters Score -226745.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -226745.140625 Penalty: 2511.448975
	Iteration 23F: 3 clusters Score -226745.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 136103 members 
Mstep: Class 2 contains 10615 members 
Mstep: Class 3 contains 39746 members 
Mstep: Class 4 contains 2049 members 
Mstep: Class 5 contains 354 members 
Mstep: Class 6 contains 88944 members 
Mstep: Class 7 contains 5864 members 
Mstep: Class 8 contains 6625 members 
Mstep: Class 9 contains 59480 members 
Mstep: Class 10 contains 115111 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 3761 members 
Mstep: Class 13 contains 102254 members 
Mstep: Class 14 contains 1001 members 
Mstep: Class 15 contains 112157 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 4516 members 
Mstep: Class 18 contains 7374 members 
Mstep: Class 19 contains 12025 members 
Mstep: Class 20 contains 62581 members 
Mstep: Class 21 contains 95787 members 
Mstep: Class 22 contains 23471 members 
Mstep: Class 23 contains 8684 members 
Mstep: Class 24 contains 7219 members 
Mstep: Class 25 contains 4066 members 
Mstep: Class 26 contains 4316 members 
Mstep: Class 27 contains 1357 members 
Entering Unmasked Estep 
Score: -111653096.000000 Penalty: 60242.273438
Splitting cluster 11 changes total score from -111634496.000000 to -111653096.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (3761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Entering Unmasked Estep 
Score: -450072.718750 Penalty: 1337.771484
	Iteration 0F: 2 clusters Score -450072.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -446877.343750 Penalty: 2675.542969
	Iteration 0F: 3 clusters Score -446877.3 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -447791.218750 Penalty: 2675.542969
	Iteration 1F: 3 clusters Score -447791.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -448020.968750 Penalty: 2675.542969
	Iteration 2F: 3 clusters Score -448021 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -448156.875000 Penalty: 2675.542969
	Iteration 3F: 3 clusters Score -448156.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -448256.281250 Penalty: 2675.542969
	Iteration 4Q: 3 clusters Score -448256.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -448346.187500 Penalty: 2675.542969
	Iteration 5Q: 3 clusters Score -448346.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -448426.187500 Penalty: 2675.542969
	Iteration 6Q: 3 clusters Score -448426.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -448516.937500 Penalty: 2675.542969
	Iteration 7Q: 3 clusters Score -448516.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -448601.562500 Penalty: 2675.542969
	Iteration 8Q: 3 clusters Score -448601.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -448688.312500 Penalty: 2675.542969
	Iteration 9Q: 3 clusters Score -448688.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -448769.843750 Penalty: 2675.542969
	Iteration 10Q: 3 clusters Score -448769.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -448839.562500 Penalty: 2675.542969
	Iteration 11Q: 3 clusters Score -448839.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -448901.093750 Penalty: 2675.542969
	Iteration 12Q: 3 clusters Score -448901.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -448961.343750 Penalty: 2675.542969
	Iteration 13Q: 3 clusters Score -448961.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -449015.437500 Penalty: 2675.542969
	Iteration 14Q: 3 clusters Score -449015.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -449058.156250 Penalty: 2675.542969
	Iteration 15Q: 3 clusters Score -449058.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -449099.718750 Penalty: 2675.542969
	Iteration 16Q: 3 clusters Score -449099.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -449142.656250 Penalty: 2675.542969
	Iteration 17Q: 3 clusters Score -449142.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -449175.968750 Penalty: 2675.542969
	Iteration 18Q: 3 clusters Score -449176 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -449206.406250 Penalty: 2675.542969
	Iteration 19Q: 3 clusters Score -449206.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -449232.468750 Penalty: 2675.542969
	Iteration 20F: 3 clusters Score -449232.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -449266.750000 Penalty: 2675.542969
	Iteration 21Q: 3 clusters Score -449266.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -449293.656250 Penalty: 2675.542969
	Iteration 22Q: 3 clusters Score -449293.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -449315.468750 Penalty: 2675.542969
	Iteration 23Q: 3 clusters Score -449315.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -449340.187500 Penalty: 2675.542969
	Iteration 24Q: 3 clusters Score -449340.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -449351.125000 Penalty: 2675.542969
	Iteration 25Q: 3 clusters Score -449351.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -449366.937500 Penalty: 2675.542969
	Iteration 26Q: 3 clusters Score -449366.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -449376.687500 Penalty: 2675.542969
	Iteration 27Q: 3 clusters Score -449376.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -449388.218750 Penalty: 2675.542969
	Iteration 28Q: 3 clusters Score -449388.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -449400.937500 Penalty: 2675.542969
	Iteration 29Q: 3 clusters Score -449400.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -449409.406250 Penalty: 2675.542969
	Iteration 30Q: 3 clusters Score -449409.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -449414.062500 Penalty: 2675.542969
	Iteration 31Q: 3 clusters Score -449414.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -449420.156250 Penalty: 2675.542969
	Iteration 32Q: 3 clusters Score -449420.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -449428.437500 Penalty: 2675.542969
	Iteration 33Q: 3 clusters Score -449428.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -449431.750000 Penalty: 2675.542969
	Iteration 34Q: 3 clusters Score -449431.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -449435.062500 Penalty: 2675.542969
	Iteration 35Q: 3 clusters Score -449435.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -449438.468750 Penalty: 2675.542969
	Iteration 36Q: 3 clusters Score -449438.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -449440.343750 Penalty: 2675.542969
	Iteration 37Q: 3 clusters Score -449440.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -449443.468750 Penalty: 2675.542969
	Iteration 38Q: 3 clusters Score -449443.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -449451.156250 Penalty: 2675.542969
	Iteration 39Q: 3 clusters Score -449451.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -449463.937500 Penalty: 2675.542969
	Iteration 40F: 3 clusters Score -449463.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -449486.843750 Penalty: 2675.542969
	Iteration 41Q: 3 clusters Score -449486.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -449498.437500 Penalty: 2675.542969
	Iteration 42Q: 3 clusters Score -449498.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -449506.562500 Penalty: 2675.542969
	Iteration 43Q: 3 clusters Score -449506.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -449512.875000 Penalty: 2675.542969
	Iteration 44Q: 3 clusters Score -449512.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -449516.875000 Penalty: 2675.542969
	Iteration 45Q: 3 clusters Score -449516.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -449522.812500 Penalty: 2675.542969
	Iteration 46Q: 3 clusters Score -449522.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -449523.812500 Penalty: 2675.542969
	Iteration 47Q: 3 clusters Score -449523.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -449524.812500 Penalty: 2675.542969
	Iteration 48Q: 3 clusters Score -449524.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -449525.031250 Penalty: 2675.542969
	Iteration 49Q: 3 clusters Score -449525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -449525.031250 Penalty: 2675.542969
	Iteration 50F: 3 clusters Score -449525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (102254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102254 members 
Entering Unmasked Estep 
Score: -12709485.000000 Penalty: 1874.472534
	Iteration 0F: 2 clusters Score -1.270948e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 51165 members 
Entering Unmasked Estep 
Score: -12644855.000000 Penalty: 3748.945068
	Iteration 0F: 3 clusters Score -1.264486e+07 nChanged 48543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49478 members 
Mstep: Class 2 contains 52776 members 
Entering Unmasked Estep 
Score: -12674248.000000 Penalty: 3748.945068
	Iteration 1F: 3 clusters Score -1.267425e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 54379 members 
Entering Unmasked Estep 
Score: -12676993.000000 Penalty: 3748.945068
	Iteration 2F: 3 clusters Score -1.267699e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 56830 members 
Entering Unmasked Estep 
Score: -12680944.000000 Penalty: 3748.945068
	Iteration 3F: 3 clusters Score -1.268094e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 60105 members 
Entering Unmasked Estep 
Score: -12685543.000000 Penalty: 3748.945068
	Iteration 4F: 3 clusters Score -1.268554e+07 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 63914 members 
Entering Unmasked Estep 
Score: -12690449.000000 Penalty: 3748.945068
	Iteration 5F: 3 clusters Score -1.269045e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 67638 members 
Entering Unmasked Estep 
Score: -12695017.000000 Penalty: 3748.945068
	Iteration 6F: 3 clusters Score -1.269502e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 71021 members 
Entering Unmasked Estep 
Score: -12698929.000000 Penalty: 3748.945068
	Iteration 7F: 3 clusters Score -1.269893e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 73753 members 
Entering Unmasked Estep 
Score: -12701577.000000 Penalty: 3748.945068
	Iteration 8Q: 3 clusters Score -1.270158e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 76066 members 
Entering Unmasked Estep 
Score: -12703298.000000 Penalty: 3748.945068
	Iteration 9Q: 3 clusters Score -1.27033e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 78085 members 
Entering Unmasked Estep 
Score: -12704311.000000 Penalty: 3748.945068
	Iteration 10Q: 3 clusters Score -1.270431e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 80026 members 
Entering Unmasked Estep 
Score: -12705101.000000 Penalty: 3748.945068
	Iteration 11Q: 3 clusters Score -1.27051e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 81888 members 
Entering Unmasked Estep 
Score: -12705874.000000 Penalty: 3748.945068
	Iteration 12Q: 3 clusters Score -1.270587e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 83739 members 
Entering Unmasked Estep 
Score: -12706828.000000 Penalty: 3748.945068
	Iteration 13Q: 3 clusters Score -1.270683e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 85454 members 
Entering Unmasked Estep 
Score: -12707617.000000 Penalty: 3748.945068
	Iteration 14Q: 3 clusters Score -1.270762e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 87005 members 
Entering Unmasked Estep 
Score: -12708429.000000 Penalty: 3748.945068
	Iteration 15Q: 3 clusters Score -1.270843e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 88405 members 
Entering Unmasked Estep 
Score: -12709150.000000 Penalty: 3748.945068
	Iteration 16Q: 3 clusters Score -1.270915e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 89632 members 
Entering Unmasked Estep 
Score: -12709750.000000 Penalty: 3748.945068
	Iteration 17Q: 3 clusters Score -1.270975e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 90609 members 
Entering Unmasked Estep 
Score: -12710195.000000 Penalty: 3748.945068
	Iteration 18Q: 3 clusters Score -1.27102e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 91539 members 
Entering Unmasked Estep 
Score: -12710565.000000 Penalty: 3748.945068
	Iteration 19Q: 3 clusters Score -1.271056e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 92357 members 
Entering Unmasked Estep 
Score: -12710844.000000 Penalty: 3748.945068
	Iteration 20F: 3 clusters Score -1.271084e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 93081 members 
Entering Unmasked Estep 
Score: -12711036.000000 Penalty: 3748.945068
	Iteration 21Q: 3 clusters Score -1.271104e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 93703 members 
Entering Unmasked Estep 
Score: -12711185.000000 Penalty: 3748.945068
	Iteration 22Q: 3 clusters Score -1.271118e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 94254 members 
Entering Unmasked Estep 
Score: -12711281.000000 Penalty: 3748.945068
	Iteration 23Q: 3 clusters Score -1.271128e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 94743 members 
Entering Unmasked Estep 
Score: -12711258.000000 Penalty: 3748.945068
	Iteration 24Q: 3 clusters Score -1.271126e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 95164 members 
Entering Unmasked Estep 
Score: -12711295.000000 Penalty: 3748.945068
	Iteration 25Q: 3 clusters Score -1.27113e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 95532 members 
Entering Unmasked Estep 
Score: -12711264.000000 Penalty: 3748.945068
	Iteration 26Q: 3 clusters Score -1.271126e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 95849 members 
Entering Unmasked Estep 
Score: -12711224.000000 Penalty: 3748.945068
	Iteration 27Q: 3 clusters Score -1.271122e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 96109 members 
Entering Unmasked Estep 
Score: -12711214.000000 Penalty: 3748.945068
	Iteration 28Q: 3 clusters Score -1.271121e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 96325 members 
Entering Unmasked Estep 
Score: -12711223.000000 Penalty: 3748.945068
	Iteration 29Q: 3 clusters Score -1.271122e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 96514 members 
Entering Unmasked Estep 
Score: -12711207.000000 Penalty: 3748.945068
	Iteration 30Q: 3 clusters Score -1.271121e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 96699 members 
Entering Unmasked Estep 
Score: -12711181.000000 Penalty: 3748.945068
	Iteration 31Q: 3 clusters Score -1.271118e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 96877 members 
Entering Unmasked Estep 
Score: -12711150.000000 Penalty: 3748.945068
	Iteration 32Q: 3 clusters Score -1.271115e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 97040 members 
Entering Unmasked Estep 
Score: -12711105.000000 Penalty: 3748.945068
	Iteration 33Q: 3 clusters Score -1.27111e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 97180 members 
Entering Unmasked Estep 
Score: -12711088.000000 Penalty: 3748.945068
	Iteration 34Q: 3 clusters Score -1.271109e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 97310 members 
Entering Unmasked Estep 
Score: -12711084.000000 Penalty: 3748.945068
	Iteration 35Q: 3 clusters Score -1.271108e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 97427 members 
Entering Unmasked Estep 
Score: -12711059.000000 Penalty: 3748.945068
	Iteration 36Q: 3 clusters Score -1.271106e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 97523 members 
Entering Unmasked Estep 
Score: -12711058.000000 Penalty: 3748.945068
	Iteration 37Q: 3 clusters Score -1.271106e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 97611 members 
Entering Unmasked Estep 
Score: -12711023.000000 Penalty: 3748.945068
	Iteration 38Q: 3 clusters Score -1.271102e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 97674 members 
Entering Unmasked Estep 
Score: -12710996.000000 Penalty: 3748.945068
	Iteration 39Q: 3 clusters Score -1.2711e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 97721 members 
Entering Unmasked Estep 
Score: -12710978.000000 Penalty: 3748.945068
	Iteration 40F: 3 clusters Score -1.271098e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 97776 members 
Entering Unmasked Estep 
Score: -12710966.000000 Penalty: 3748.945068
	Iteration 41Q: 3 clusters Score -1.271097e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 97808 members 
Entering Unmasked Estep 
Score: -12710963.000000 Penalty: 3748.945068
	Iteration 42Q: 3 clusters Score -1.271096e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 97853 members 
Entering Unmasked Estep 
Score: -12710944.000000 Penalty: 3748.945068
	Iteration 43Q: 3 clusters Score -1.271094e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 97885 members 
Entering Unmasked Estep 
Score: -12710941.000000 Penalty: 3748.945068
	Iteration 44Q: 3 clusters Score -1.271094e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 97914 members 
Entering Unmasked Estep 
Score: -12710922.000000 Penalty: 3748.945068
	Iteration 45Q: 3 clusters Score -1.271092e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 97934 members 
Entering Unmasked Estep 
Score: -12710925.000000 Penalty: 3748.945068
	Iteration 46Q: 3 clusters Score -1.271092e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 97951 members 
Entering Unmasked Estep 
Score: -12710922.000000 Penalty: 3748.945068
	Iteration 47Q: 3 clusters Score -1.271092e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 97971 members 
Entering Unmasked Estep 
Score: -12710929.000000 Penalty: 3748.945068
	Iteration 48Q: 3 clusters Score -1.271093e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 97982 members 
Entering Unmasked Estep 
Score: -12710916.000000 Penalty: 3748.945068
	Iteration 49Q: 3 clusters Score -1.271092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 97989 members 
Entering Unmasked Estep 
Score: -12710914.000000 Penalty: 3748.945068
	Iteration 50Q: 3 clusters Score -1.271091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 97994 members 
Entering Unmasked Estep 
Score: -12710903.000000 Penalty: 3748.945068
	Iteration 51Q: 3 clusters Score -1.27109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 97997 members 
Entering Unmasked Estep 
Score: -12710911.000000 Penalty: 3748.945068
	Iteration 52Q: 3 clusters Score -1.271091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 97998 members 
Entering Unmasked Estep 
Score: -12710906.000000 Penalty: 3748.945068
	Iteration 53Q: 3 clusters Score -1.271091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 98001 members 
Entering Unmasked Estep 
Score: -12710911.000000 Penalty: 3748.945068
	Iteration 54Q: 3 clusters Score -1.271091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 98003 members 
Entering Unmasked Estep 
Score: -12710901.000000 Penalty: 3748.945068
	Iteration 55Q: 3 clusters Score -1.27109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 98007 members 
Entering Unmasked Estep 
Score: -12710908.000000 Penalty: 3748.945068
	Iteration 56Q: 3 clusters Score -1.271091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 98013 members 
Entering Unmasked Estep 
Score: -12710907.000000 Penalty: 3748.945068
	Iteration 57Q: 3 clusters Score -1.271091e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 98020 members 
Entering Unmasked Estep 
Score: -12710898.000000 Penalty: 3748.945068
	Iteration 58Q: 3 clusters Score -1.27109e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 98029 members 
Entering Unmasked Estep 
Score: -12710909.000000 Penalty: 3748.945068
	Iteration 59Q: 3 clusters Score -1.271091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 98040 members 
Entering Unmasked Estep 
Score: -12710907.000000 Penalty: 3748.945068
	Iteration 60F: 3 clusters Score -1.271091e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 98050 members 
Entering Unmasked Estep 
Score: -12710910.000000 Penalty: 3748.945068
	Iteration 61Q: 3 clusters Score -1.271091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 98055 members 
Entering Unmasked Estep 
Score: -12710907.000000 Penalty: 3748.945068
	Iteration 62Q: 3 clusters Score -1.271091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 98061 members 
Entering Unmasked Estep 
Score: -12710902.000000 Penalty: 3748.945068
	Iteration 63Q: 3 clusters Score -1.27109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 98065 members 
Entering Unmasked Estep 
Score: -12710901.000000 Penalty: 3748.945068
	Iteration 64Q: 3 clusters Score -1.27109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 98070 members 
Entering Unmasked Estep 
Score: -12710911.000000 Penalty: 3748.945068
	Iteration 65Q: 3 clusters Score -1.271091e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 98077 members 
Entering Unmasked Estep 
Score: -12710903.000000 Penalty: 3748.945068
	Iteration 66Q: 3 clusters Score -1.27109e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 98084 members 
Entering Unmasked Estep 
Score: -12710897.000000 Penalty: 3748.945068
	Iteration 67Q: 3 clusters Score -1.27109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 98089 members 
Entering Unmasked Estep 
Score: -12710890.000000 Penalty: 3748.945068
	Iteration 68Q: 3 clusters Score -1.271089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 98093 members 
Entering Unmasked Estep 
Score: -12710886.000000 Penalty: 3748.945068
	Iteration 69Q: 3 clusters Score -1.271089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 98096 members 
Entering Unmasked Estep 
Score: -12710880.000000 Penalty: 3748.945068
	Iteration 70Q: 3 clusters Score -1.271088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 98098 members 
Entering Unmasked Estep 
Score: -12710877.000000 Penalty: 3748.945068
	Iteration 71Q: 3 clusters Score -1.271088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 98099 members 
Entering Unmasked Estep 
Score: -12710883.000000 Penalty: 3748.945068
	Iteration 72Q: 3 clusters Score -1.271088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 98100 members 
Entering Unmasked Estep 
Score: -12710880.000000 Penalty: 3748.945068
	Iteration 73Q: 3 clusters Score -1.271088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 98101 members 
Entering Unmasked Estep 
Score: -12710875.000000 Penalty: 3748.945068
	Iteration 74Q: 3 clusters Score -1.271088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 98103 members 
Entering Unmasked Estep 
Score: -12710877.000000 Penalty: 3748.945068
	Iteration 75Q: 3 clusters Score -1.271088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 98106 members 
Entering Unmasked Estep 
Score: -12710878.000000 Penalty: 3748.945068
	Iteration 76Q: 3 clusters Score -1.271088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 98108 members 
Entering Unmasked Estep 
Score: -12710876.000000 Penalty: 3748.945068
	Iteration 77Q: 3 clusters Score -1.271088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 98110 members 
Entering Unmasked Estep 
Score: -12710882.000000 Penalty: 3748.945068
	Iteration 78Q: 3 clusters Score -1.271088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 98116 members 
Entering Unmasked Estep 
Score: -12710880.000000 Penalty: 3748.945068
	Iteration 79Q: 3 clusters Score -1.271088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 98120 members 
Entering Unmasked Estep 
Score: -12710882.000000 Penalty: 3748.945068
	Iteration 80F: 3 clusters Score -1.271088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 98124 members 
Entering Unmasked Estep 
Score: -12710865.000000 Penalty: 3748.945068
	Iteration 81Q: 3 clusters Score -1.271086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 98129 members 
Entering Unmasked Estep 
Score: -12710871.000000 Penalty: 3748.945068
	Iteration 82Q: 3 clusters Score -1.271087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 98136 members 
Entering Unmasked Estep 
Score: -12710851.000000 Penalty: 3748.945068
	Iteration 83Q: 3 clusters Score -1.271085e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 98144 members 
Entering Unmasked Estep 
Score: -12710868.000000 Penalty: 3748.945068
	Iteration 84Q: 3 clusters Score -1.271087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 98149 members 
Entering Unmasked Estep 
Score: -12710866.000000 Penalty: 3748.945068
	Iteration 85Q: 3 clusters Score -1.271087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 98154 members 
Entering Unmasked Estep 
Score: -12710876.000000 Penalty: 3748.945068
	Iteration 86Q: 3 clusters Score -1.271088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 98157 members 
Entering Unmasked Estep 
Score: -12710871.000000 Penalty: 3748.945068
	Iteration 87Q: 3 clusters Score -1.271087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 98159 members 
Entering Unmasked Estep 
Score: -12710865.000000 Penalty: 3748.945068
	Iteration 88Q: 3 clusters Score -1.271086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 98161 members 
Entering Unmasked Estep 
Score: -12710866.000000 Penalty: 3748.945068
	Iteration 89Q: 3 clusters Score -1.271087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 98161 members 
Entering Unmasked Estep 
Score: -12710866.000000 Penalty: 3748.945068
	Iteration 90F: 3 clusters Score -1.271087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 136103 members 
Mstep: Class 2 contains 10615 members 
Mstep: Class 3 contains 39746 members 
Mstep: Class 4 contains 2049 members 
Mstep: Class 5 contains 354 members 
Mstep: Class 6 contains 88944 members 
Mstep: Class 7 contains 5864 members 
Mstep: Class 8 contains 6625 members 
Mstep: Class 9 contains 59480 members 
Mstep: Class 10 contains 115111 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 3761 members 
Mstep: Class 13 contains 4093 members 
Mstep: Class 14 contains 1001 members 
Mstep: Class 15 contains 112157 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 4516 members 
Mstep: Class 18 contains 7374 members 
Mstep: Class 19 contains 12025 members 
Mstep: Class 20 contains 62581 members 
Mstep: Class 21 contains 95787 members 
Mstep: Class 22 contains 23471 members 
Mstep: Class 23 contains 8684 members 
Mstep: Class 24 contains 7219 members 
Mstep: Class 25 contains 4066 members 
Mstep: Class 26 contains 4316 members 
Mstep: Class 27 contains 1357 members 
Mstep: Class 28 contains 98161 members 
Entering Unmasked Estep 
Score: -111653912.000000 Penalty: 62473.468750
Splitting cluster 13 changes total score from -111634496.000000 to -111653912.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (1001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Entering Unmasked Estep 
Score: -65031.406250 Penalty: 1122.672607
	Iteration 0F: 2 clusters Score -65031.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -64044.125000 Penalty: 2245.345215
	Iteration 0F: 3 clusters Score -64044.12 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66547.945312 Penalty: 2245.345215
	Iteration 1F: 3 clusters Score -66547.95 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67609.195312 Penalty: 2245.345215
	Iteration 2F: 3 clusters Score -67609.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67969.218750 Penalty: 2245.345215
	Iteration 3F: 3 clusters Score -67969.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -68078.851562 Penalty: 2245.345215
	Iteration 4Q: 3 clusters Score -68078.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -68145.640625 Penalty: 2245.345215
	Iteration 5Q: 3 clusters Score -68145.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -68171.898438 Penalty: 2245.345215
	Iteration 6Q: 3 clusters Score -68171.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -68174.484375 Penalty: 2245.345215
	Iteration 7Q: 3 clusters Score -68174.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -68176.593750 Penalty: 2245.345215
	Iteration 8Q: 3 clusters Score -68176.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -68178.796875 Penalty: 2245.345215
	Iteration 9Q: 3 clusters Score -68178.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -68178.796875 Penalty: 2245.345215
	Iteration 10F: 3 clusters Score -68178.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 136103 members 
Mstep: Class 2 contains 10615 members 
Mstep: Class 3 contains 39746 members 
Mstep: Class 4 contains 2049 members 
Mstep: Class 5 contains 354 members 
Mstep: Class 6 contains 88944 members 
Mstep: Class 7 contains 5864 members 
Mstep: Class 8 contains 6625 members 
Mstep: Class 9 contains 59480 members 
Mstep: Class 10 contains 115111 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 3761 members 
Mstep: Class 13 contains 4093 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 112157 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 4516 members 
Mstep: Class 18 contains 7374 members 
Mstep: Class 19 contains 12025 members 
Mstep: Class 20 contains 62581 members 
Mstep: Class 21 contains 95787 members 
Mstep: Class 22 contains 23471 members 
Mstep: Class 23 contains 8684 members 
Mstep: Class 24 contains 7219 members 
Mstep: Class 25 contains 4066 members 
Mstep: Class 26 contains 4316 members 
Mstep: Class 27 contains 1357 members 
Mstep: Class 28 contains 98161 members 
Mstep: Class 29 contains 360 members 
Entering Unmasked Estep 
Score: -111655736.000000 Penalty: 64704.664062
Splitting cluster 14 changes total score from -111634496.000000 to -111655736.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (112157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112157 members 
Entering Unmasked Estep 
Score: -14081438.000000 Penalty: 1889.493896
	Iteration 0F: 2 clusters Score -1.408144e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56108 members 
Mstep: Class 2 contains 56049 members 
Entering Unmasked Estep 
Score: -14013791.000000 Penalty: 3778.987793
	Iteration 0F: 3 clusters Score -1.401379e+07 nChanged 53736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57088 members 
Mstep: Class 2 contains 55069 members 
Entering Unmasked Estep 
Score: -14045331.000000 Penalty: 3778.987793
	Iteration 1F: 3 clusters Score -1.404533e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57387 members 
Mstep: Class 2 contains 54770 members 
Entering Unmasked Estep 
Score: -14046136.000000 Penalty: 3778.987793
	Iteration 2Q: 3 clusters Score -1.404614e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57789 members 
Mstep: Class 2 contains 54368 members 
Entering Unmasked Estep 
Score: -14047432.000000 Penalty: 3778.987793
	Iteration 3Q: 3 clusters Score -1.404743e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58523 members 
Mstep: Class 2 contains 53634 members 
Entering Unmasked Estep 
Score: -14049370.000000 Penalty: 3778.987793
	Iteration 4Q: 3 clusters Score -1.404937e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59696 members 
Mstep: Class 2 contains 52461 members 
Entering Unmasked Estep 
Score: -14052627.000000 Penalty: 3778.987793
	Iteration 5F: 3 clusters Score -1.405263e+07 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61250 members 
Mstep: Class 2 contains 50907 members 
Entering Unmasked Estep 
Score: -14057739.000000 Penalty: 3778.987793
	Iteration 6F: 3 clusters Score -1.405774e+07 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63078 members 
Mstep: Class 2 contains 49079 members 
Entering Unmasked Estep 
Score: -14064999.000000 Penalty: 3778.987793
	Iteration 7F: 3 clusters Score -1.4065e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64564 members 
Mstep: Class 2 contains 47593 members 
Entering Unmasked Estep 
Score: -14070714.000000 Penalty: 3778.987793
	Iteration 8F: 3 clusters Score -1.407071e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65377 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -14073148.000000 Penalty: 3778.987793
	Iteration 9F: 3 clusters Score -1.407315e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65932 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -14074206.000000 Penalty: 3778.987793
	Iteration 10Q: 3 clusters Score -1.407421e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66367 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -14074940.000000 Penalty: 3778.987793
	Iteration 11Q: 3 clusters Score -1.407494e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66707 members 
Mstep: Class 2 contains 45450 members 
Entering Unmasked Estep 
Score: -14075635.000000 Penalty: 3778.987793
	Iteration 12Q: 3 clusters Score -1.407564e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66946 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -14076367.000000 Penalty: 3778.987793
	Iteration 13Q: 3 clusters Score -1.407637e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67121 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -14076873.000000 Penalty: 3778.987793
	Iteration 14Q: 3 clusters Score -1.407687e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67216 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -14077353.000000 Penalty: 3778.987793
	Iteration 15Q: 3 clusters Score -1.407735e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67144 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -14077812.000000 Penalty: 3778.987793
	Iteration 16Q: 3 clusters Score -1.407781e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66995 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -14078205.000000 Penalty: 3778.987793
	Iteration 17Q: 3 clusters Score -1.40782e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66787 members 
Mstep: Class 2 contains 45370 members 
Entering Unmasked Estep 
Score: -14078678.000000 Penalty: 3778.987793
	Iteration 18Q: 3 clusters Score -1.407868e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66481 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -14078886.000000 Penalty: 3778.987793
	Iteration 19Q: 3 clusters Score -1.407889e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66070 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -14079167.000000 Penalty: 3778.987793
	Iteration 20F: 3 clusters Score -1.407917e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65537 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -14079407.000000 Penalty: 3778.987793
	Iteration 21Q: 3 clusters Score -1.407941e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64977 members 
Mstep: Class 2 contains 47180 members 
Entering Unmasked Estep 
Score: -14079548.000000 Penalty: 3778.987793
	Iteration 22Q: 3 clusters Score -1.407955e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64381 members 
Mstep: Class 2 contains 47776 members 
Entering Unmasked Estep 
Score: -14079538.000000 Penalty: 3778.987793
	Iteration 23Q: 3 clusters Score -1.407954e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63764 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -14079631.000000 Penalty: 3778.987793
	Iteration 24Q: 3 clusters Score -1.407963e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63180 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
Score: -14079720.000000 Penalty: 3778.987793
	Iteration 25Q: 3 clusters Score -1.407972e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62510 members 
Mstep: Class 2 contains 49647 members 
Entering Unmasked Estep 
Score: -14079710.000000 Penalty: 3778.987793
	Iteration 26Q: 3 clusters Score -1.407971e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61908 members 
Mstep: Class 2 contains 50249 members 
Entering Unmasked Estep 
Score: -14079747.000000 Penalty: 3778.987793
	Iteration 27Q: 3 clusters Score -1.407975e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61279 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -14079750.000000 Penalty: 3778.987793
	Iteration 28Q: 3 clusters Score -1.407975e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60697 members 
Mstep: Class 2 contains 51460 members 
Entering Unmasked Estep 
Score: -14079752.000000 Penalty: 3778.987793
	Iteration 29Q: 3 clusters Score -1.407975e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60106 members 
Mstep: Class 2 contains 52051 members 
Entering Unmasked Estep 
Score: -14079710.000000 Penalty: 3778.987793
	Iteration 30Q: 3 clusters Score -1.407971e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59498 members 
Mstep: Class 2 contains 52659 members 
Entering Unmasked Estep 
Score: -14079699.000000 Penalty: 3778.987793
	Iteration 31Q: 3 clusters Score -1.40797e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58975 members 
Mstep: Class 2 contains 53182 members 
Entering Unmasked Estep 
Score: -14079662.000000 Penalty: 3778.987793
	Iteration 32Q: 3 clusters Score -1.407966e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58452 members 
Mstep: Class 2 contains 53705 members 
Entering Unmasked Estep 
Score: -14079678.000000 Penalty: 3778.987793
	Iteration 33Q: 3 clusters Score -1.407968e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57940 members 
Mstep: Class 2 contains 54217 members 
Entering Unmasked Estep 
Score: -14079657.000000 Penalty: 3778.987793
	Iteration 34Q: 3 clusters Score -1.407966e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57480 members 
Mstep: Class 2 contains 54677 members 
Entering Unmasked Estep 
Score: -14079699.000000 Penalty: 3778.987793
	Iteration 35Q: 3 clusters Score -1.40797e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57054 members 
Mstep: Class 2 contains 55103 members 
Entering Unmasked Estep 
Score: -14079726.000000 Penalty: 3778.987793
	Iteration 36Q: 3 clusters Score -1.407973e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56626 members 
Mstep: Class 2 contains 55531 members 
Entering Unmasked Estep 
Score: -14079741.000000 Penalty: 3778.987793
	Iteration 37Q: 3 clusters Score -1.407974e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56220 members 
Mstep: Class 2 contains 55937 members 
Entering Unmasked Estep 
Score: -14079725.000000 Penalty: 3778.987793
	Iteration 38Q: 3 clusters Score -1.407972e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55794 members 
Mstep: Class 2 contains 56363 members 
Entering Unmasked Estep 
Score: -14079749.000000 Penalty: 3778.987793
	Iteration 39Q: 3 clusters Score -1.407975e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55392 members 
Mstep: Class 2 contains 56765 members 
Entering Unmasked Estep 
Score: -14079675.000000 Penalty: 3778.987793
	Iteration 40F: 3 clusters Score -1.407968e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 57194 members 
Entering Unmasked Estep 
Score: -14079648.000000 Penalty: 3778.987793
	Iteration 41Q: 3 clusters Score -1.407965e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54496 members 
Mstep: Class 2 contains 57661 members 
Entering Unmasked Estep 
Score: -14079627.000000 Penalty: 3778.987793
	Iteration 42Q: 3 clusters Score -1.407963e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54102 members 
Mstep: Class 2 contains 58055 members 
Entering Unmasked Estep 
Score: -14079585.000000 Penalty: 3778.987793
	Iteration 43Q: 3 clusters Score -1.407958e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53696 members 
Mstep: Class 2 contains 58461 members 
Entering Unmasked Estep 
Score: -14079591.000000 Penalty: 3778.987793
	Iteration 44Q: 3 clusters Score -1.407959e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53289 members 
Mstep: Class 2 contains 58868 members 
Entering Unmasked Estep 
Score: -14079619.000000 Penalty: 3778.987793
	Iteration 45Q: 3 clusters Score -1.407962e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 59305 members 
Entering Unmasked Estep 
Score: -14079565.000000 Penalty: 3778.987793
	Iteration 46Q: 3 clusters Score -1.407956e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52385 members 
Mstep: Class 2 contains 59772 members 
Entering Unmasked Estep 
Score: -14079574.000000 Penalty: 3778.987793
	Iteration 47Q: 3 clusters Score -1.407957e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51915 members 
Mstep: Class 2 contains 60242 members 
Entering Unmasked Estep 
Score: -14079578.000000 Penalty: 3778.987793
	Iteration 48Q: 3 clusters Score -1.407958e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51432 members 
Mstep: Class 2 contains 60725 members 
Entering Unmasked Estep 
Score: -14079599.000000 Penalty: 3778.987793
	Iteration 49Q: 3 clusters Score -1.40796e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51010 members 
Mstep: Class 2 contains 61147 members 
Entering Unmasked Estep 
Score: -14079622.000000 Penalty: 3778.987793
	Iteration 50Q: 3 clusters Score -1.407962e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50575 members 
Mstep: Class 2 contains 61582 members 
Entering Unmasked Estep 
Score: -14079611.000000 Penalty: 3778.987793
	Iteration 51Q: 3 clusters Score -1.407961e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 61977 members 
Entering Unmasked Estep 
Score: -14079607.000000 Penalty: 3778.987793
	Iteration 52Q: 3 clusters Score -1.407961e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49865 members 
Mstep: Class 2 contains 62292 members 
Entering Unmasked Estep 
Score: -14079605.000000 Penalty: 3778.987793
	Iteration 53Q: 3 clusters Score -1.40796e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49594 members 
Mstep: Class 2 contains 62563 members 
Entering Unmasked Estep 
Score: -14079611.000000 Penalty: 3778.987793
	Iteration 54Q: 3 clusters Score -1.407961e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49340 members 
Mstep: Class 2 contains 62817 members 
Entering Unmasked Estep 
Score: -14079661.000000 Penalty: 3778.987793
	Iteration 55Q: 3 clusters Score -1.407966e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 63053 members 
Entering Unmasked Estep 
Score: -14079665.000000 Penalty: 3778.987793
	Iteration 56Q: 3 clusters Score -1.407966e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48894 members 
Mstep: Class 2 contains 63263 members 
Entering Unmasked Estep 
Score: -14079643.000000 Penalty: 3778.987793
	Iteration 57Q: 3 clusters Score -1.407964e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48694 members 
Mstep: Class 2 contains 63463 members 
Entering Unmasked Estep 
Score: -14079664.000000 Penalty: 3778.987793
	Iteration 58Q: 3 clusters Score -1.407966e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 63650 members 
Entering Unmasked Estep 
Score: -14079706.000000 Penalty: 3778.987793
	Iteration 59Q: 3 clusters Score -1.407971e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48299 members 
Mstep: Class 2 contains 63858 members 
Entering Unmasked Estep 
Score: -14079724.000000 Penalty: 3778.987793
	Iteration 60F: 3 clusters Score -1.407972e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48085 members 
Mstep: Class 2 contains 64072 members 
Entering Unmasked Estep 
Score: -14079715.000000 Penalty: 3778.987793
	Iteration 61Q: 3 clusters Score -1.407972e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 64295 members 
Entering Unmasked Estep 
Score: -14079736.000000 Penalty: 3778.987793
	Iteration 62Q: 3 clusters Score -1.407974e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 64490 members 
Entering Unmasked Estep 
Score: -14079733.000000 Penalty: 3778.987793
	Iteration 63Q: 3 clusters Score -1.407973e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47495 members 
Mstep: Class 2 contains 64662 members 
Entering Unmasked Estep 
Score: -14079736.000000 Penalty: 3778.987793
	Iteration 64Q: 3 clusters Score -1.407974e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47306 members 
Mstep: Class 2 contains 64851 members 
Entering Unmasked Estep 
Score: -14079735.000000 Penalty: 3778.987793
	Iteration 65Q: 3 clusters Score -1.407974e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47114 members 
Mstep: Class 2 contains 65043 members 
Entering Unmasked Estep 
Score: -14079748.000000 Penalty: 3778.987793
	Iteration 66Q: 3 clusters Score -1.407975e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 65235 members 
Entering Unmasked Estep 
Score: -14079771.000000 Penalty: 3778.987793
	Iteration 67Q: 3 clusters Score -1.407977e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46727 members 
Mstep: Class 2 contains 65430 members 
Entering Unmasked Estep 
Score: -14079758.000000 Penalty: 3778.987793
	Iteration 68Q: 3 clusters Score -1.407976e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 65614 members 
Entering Unmasked Estep 
Score: -14079749.000000 Penalty: 3778.987793
	Iteration 69Q: 3 clusters Score -1.407975e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46371 members 
Mstep: Class 2 contains 65786 members 
Entering Unmasked Estep 
Score: -14079721.000000 Penalty: 3778.987793
	Iteration 70Q: 3 clusters Score -1.407972e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46190 members 
Mstep: Class 2 contains 65967 members 
Entering Unmasked Estep 
Score: -14079718.000000 Penalty: 3778.987793
	Iteration 71Q: 3 clusters Score -1.407972e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 66143 members 
Entering Unmasked Estep 
Score: -14079713.000000 Penalty: 3778.987793
	Iteration 72Q: 3 clusters Score -1.407971e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45834 members 
Mstep: Class 2 contains 66323 members 
Entering Unmasked Estep 
Score: -14079736.000000 Penalty: 3778.987793
	Iteration 73Q: 3 clusters Score -1.407974e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 66468 members 
Entering Unmasked Estep 
Score: -14079728.000000 Penalty: 3778.987793
	Iteration 74Q: 3 clusters Score -1.407973e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 66606 members 
Entering Unmasked Estep 
Score: -14079712.000000 Penalty: 3778.987793
	Iteration 75Q: 3 clusters Score -1.407971e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 66738 members 
Entering Unmasked Estep 
Score: -14079699.000000 Penalty: 3778.987793
	Iteration 76Q: 3 clusters Score -1.40797e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 66835 members 
Entering Unmasked Estep 
Score: -14079705.000000 Penalty: 3778.987793
	Iteration 77Q: 3 clusters Score -1.40797e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 66910 members 
Entering Unmasked Estep 
Score: -14079678.000000 Penalty: 3778.987793
	Iteration 78Q: 3 clusters Score -1.407968e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 66984 members 
Entering Unmasked Estep 
Score: -14079695.000000 Penalty: 3778.987793
	Iteration 79Q: 3 clusters Score -1.40797e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 67047 members 
Entering Unmasked Estep 
Score: -14079689.000000 Penalty: 3778.987793
	Iteration 80F: 3 clusters Score -1.407969e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 67101 members 
Entering Unmasked Estep 
Score: -14079685.000000 Penalty: 3778.987793
	Iteration 81Q: 3 clusters Score -1.407968e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45016 members 
Mstep: Class 2 contains 67141 members 
Entering Unmasked Estep 
Score: -14079701.000000 Penalty: 3778.987793
	Iteration 82Q: 3 clusters Score -1.40797e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 67171 members 
Entering Unmasked Estep 
Score: -14079701.000000 Penalty: 3778.987793
	Iteration 83Q: 3 clusters Score -1.40797e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 67200 members 
Entering Unmasked Estep 
Score: -14079694.000000 Penalty: 3778.987793
	Iteration 84Q: 3 clusters Score -1.407969e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 67232 members 
Entering Unmasked Estep 
Score: -14079708.000000 Penalty: 3778.987793
	Iteration 85Q: 3 clusters Score -1.407971e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44904 members 
Mstep: Class 2 contains 67253 members 
Entering Unmasked Estep 
Score: -14079694.000000 Penalty: 3778.987793
	Iteration 86Q: 3 clusters Score -1.407969e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 67268 members 
Entering Unmasked Estep 
Score: -14079695.000000 Penalty: 3778.987793
	Iteration 87Q: 3 clusters Score -1.40797e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 67282 members 
Entering Unmasked Estep 
Score: -14079696.000000 Penalty: 3778.987793
	Iteration 88Q: 3 clusters Score -1.40797e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 67300 members 
Entering Unmasked Estep 
Score: -14079707.000000 Penalty: 3778.987793
	Iteration 89Q: 3 clusters Score -1.407971e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44843 members 
Mstep: Class 2 contains 67314 members 
Entering Unmasked Estep 
Score: -14079700.000000 Penalty: 3778.987793
	Iteration 90Q: 3 clusters Score -1.40797e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 67320 members 
Entering Unmasked Estep 
Score: -14079702.000000 Penalty: 3778.987793
	Iteration 91Q: 3 clusters Score -1.40797e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 67327 members 
Entering Unmasked Estep 
Score: -14079693.000000 Penalty: 3778.987793
	Iteration 92Q: 3 clusters Score -1.407969e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 67335 members 
Entering Unmasked Estep 
Score: -14079694.000000 Penalty: 3778.987793
	Iteration 93Q: 3 clusters Score -1.407969e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44811 members 
Mstep: Class 2 contains 67346 members 
Entering Unmasked Estep 
Score: -14079709.000000 Penalty: 3778.987793
	Iteration 94Q: 3 clusters Score -1.407971e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 67356 members 
Entering Unmasked Estep 
Score: -14079695.000000 Penalty: 3778.987793
	Iteration 95Q: 3 clusters Score -1.40797e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 67364 members 
Entering Unmasked Estep 
Score: -14079689.000000 Penalty: 3778.987793
	Iteration 96Q: 3 clusters Score -1.407969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 67369 members 
Entering Unmasked Estep 
Score: -14079687.000000 Penalty: 3778.987793
	Iteration 97Q: 3 clusters Score -1.407969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 67373 members 
Entering Unmasked Estep 
Score: -14079686.000000 Penalty: 3778.987793
	Iteration 98Q: 3 clusters Score -1.407969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 67377 members 
Entering Unmasked Estep 
Score: -14079691.000000 Penalty: 3778.987793
	Iteration 99Q: 3 clusters Score -1.407969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 67380 members 
Entering Unmasked Estep 
Score: -14079682.000000 Penalty: 3778.987793
	Iteration 100F: 3 clusters Score -1.407968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 67382 members 
Entering Unmasked Estep 
Score: -14079688.000000 Penalty: 3778.987793
	Iteration 101Q: 3 clusters Score -1.407969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 67382 members 
Entering Unmasked Estep 
Score: -14079688.000000 Penalty: 3778.987793
	Iteration 102F: 3 clusters Score -1.407969e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Entering Unmasked Estep 
Score: -169787.062500 Penalty: 1206.814209
	Iteration 0F: 2 clusters Score -169787.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -168027.328125 Penalty: 2413.628418
	Iteration 0F: 3 clusters Score -168027.3 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -169044.234375 Penalty: 2413.628418
	Iteration 1F: 3 clusters Score -169044.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -170024.437500 Penalty: 2413.628418
	Iteration 2F: 3 clusters Score -170024.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -170693.609375 Penalty: 2413.628418
	Iteration 3F: 3 clusters Score -170693.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -170854.671875 Penalty: 2413.628418
	Iteration 4F: 3 clusters Score -170854.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -170931.734375 Penalty: 2413.628418
	Iteration 5Q: 3 clusters Score -170931.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -170999.218750 Penalty: 2413.628418
	Iteration 6Q: 3 clusters Score -170999.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -171057.171875 Penalty: 2413.628418
	Iteration 7Q: 3 clusters Score -171057.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -171085.578125 Penalty: 2413.628418
	Iteration 8Q: 3 clusters Score -171085.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -171108.687500 Penalty: 2413.628418
	Iteration 9Q: 3 clusters Score -171108.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -171121.765625 Penalty: 2413.628418
	Iteration 10Q: 3 clusters Score -171121.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -171126.093750 Penalty: 2413.628418
	Iteration 11Q: 3 clusters Score -171126.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -171126.609375 Penalty: 2413.628418
	Iteration 12Q: 3 clusters Score -171126.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -171126.609375 Penalty: 2413.628418
	Iteration 13F: 3 clusters Score -171126.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 136103 members 
Mstep: Class 2 contains 10615 members 
Mstep: Class 3 contains 39746 members 
Mstep: Class 4 contains 2049 members 
Mstep: Class 5 contains 354 members 
Mstep: Class 6 contains 88944 members 
Mstep: Class 7 contains 5864 members 
Mstep: Class 8 contains 6625 members 
Mstep: Class 9 contains 59480 members 
Mstep: Class 10 contains 115111 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 3761 members 
Mstep: Class 13 contains 4093 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 112157 members 
Mstep: Class 16 contains 1012 members 
Mstep: Class 17 contains 4516 members 
Mstep: Class 18 contains 7374 members 
Mstep: Class 19 contains 12025 members 
Mstep: Class 20 contains 62581 members 
Mstep: Class 21 contains 95787 members 
Mstep: Class 22 contains 23471 members 
Mstep: Class 23 contains 8684 members 
Mstep: Class 24 contains 7219 members 
Mstep: Class 25 contains 4066 members 
Mstep: Class 26 contains 4316 members 
Mstep: Class 27 contains 1357 members 
Mstep: Class 28 contains 98161 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 668 members 
Entering Unmasked Estep 
Score: -111656264.000000 Penalty: 66935.859375
Splitting cluster 16 changes total score from -111634496.000000 to -111656264.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (4516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Entering Unmasked Estep 
Score: -529981.812500 Penalty: 1367.499634
	Iteration 0F: 2 clusters Score -529981.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -526344.875000 Penalty: 2734.999268
	Iteration 0F: 3 clusters Score -526344.9 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -527406.187500 Penalty: 2734.999268
	Iteration 1F: 3 clusters Score -527406.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -527600.000000 Penalty: 2734.999268
	Iteration 2F: 3 clusters Score -527600 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -527724.125000 Penalty: 2734.999268
	Iteration 3F: 3 clusters Score -527724.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -527813.687500 Penalty: 2734.999268
	Iteration 4Q: 3 clusters Score -527813.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -527892.812500 Penalty: 2734.999268
	Iteration 5Q: 3 clusters Score -527892.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -527950.875000 Penalty: 2734.999268
	Iteration 6Q: 3 clusters Score -527950.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -527997.937500 Penalty: 2734.999268
	Iteration 7Q: 3 clusters Score -527997.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -528047.562500 Penalty: 2734.999268
	Iteration 8Q: 3 clusters Score -528047.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -528095.875000 Penalty: 2734.999268
	Iteration 9Q: 3 clusters Score -528095.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -528138.312500 Penalty: 2734.999268
	Iteration 10Q: 3 clusters Score -528138.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -528178.500000 Penalty: 2734.999268
	Iteration 11Q: 3 clusters Score -528178.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -528214.312500 Penalty: 2734.999268
	Iteration 12Q: 3 clusters Score -528214.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -528247.062500 Penalty: 2734.999268
	Iteration 13Q: 3 clusters Score -528247.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -528285.500000 Penalty: 2734.999268
	Iteration 14Q: 3 clusters Score -528285.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -528320.187500 Penalty: 2734.999268
	Iteration 15Q: 3 clusters Score -528320.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -528347.562500 Penalty: 2734.999268
	Iteration 16Q: 3 clusters Score -528347.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -528371.125000 Penalty: 2734.999268
	Iteration 17Q: 3 clusters Score -528371.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -528387.875000 Penalty: 2734.999268
	Iteration 18Q: 3 clusters Score -528387.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -528411.562500 Penalty: 2734.999268
	Iteration 19Q: 3 clusters Score -528411.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -528438.437500 Penalty: 2734.999268
	Iteration 20F: 3 clusters Score -528438.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -528465.250000 Penalty: 2734.999268
	Iteration 21Q: 3 clusters Score -528465.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -528490.250000 Penalty: 2734.999268
	Iteration 22Q: 3 clusters Score -528490.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -528516.625000 Penalty: 2734.999268
	Iteration 23Q: 3 clusters Score -528516.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -528543.937500 Penalty: 2734.999268
	Iteration 24Q: 3 clusters Score -528543.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -528561.875000 Penalty: 2734.999268
	Iteration 25Q: 3 clusters Score -528561.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -528591.937500 Penalty: 2734.999268
	Iteration 26Q: 3 clusters Score -528591.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -528630.562500 Penalty: 2734.999268
	Iteration 27Q: 3 clusters Score -528630.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -528678.125000 Penalty: 2734.999268
	Iteration 28Q: 3 clusters Score -528678.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -528728.250000 Penalty: 2734.999268
	Iteration 29Q: 3 clusters Score -528728.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -528782.000000 Penalty: 2734.999268
	Iteration 30Q: 3 clusters Score -528782 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -528826.250000 Penalty: 2734.999268
	Iteration 31Q: 3 clusters Score -528826.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -528862.937500 Penalty: 2734.999268
	Iteration 32Q: 3 clusters Score -528862.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -528899.187500 Penalty: 2734.999268
	Iteration 33Q: 3 clusters Score -528899.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -528926.500000 Penalty: 2734.999268
	Iteration 34Q: 3 clusters Score -528926.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -528955.562500 Penalty: 2734.999268
	Iteration 35Q: 3 clusters Score -528955.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -528986.875000 Penalty: 2734.999268
	Iteration 36Q: 3 clusters Score -528986.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -529014.187500 Penalty: 2734.999268
	Iteration 37Q: 3 clusters Score -529014.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -529033.875000 Penalty: 2734.999268
	Iteration 38Q: 3 clusters Score -529033.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -529051.125000 Penalty: 2734.999268
	Iteration 39Q: 3 clusters Score -529051.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -529066.437500 Penalty: 2734.999268
	Iteration 40F: 3 clusters Score -529066.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -529079.000000 Penalty: 2734.999268
	Iteration 41Q: 3 clusters Score -529079 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -529092.000000 Penalty: 2734.999268
	Iteration 42Q: 3 clusters Score -529092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -529102.937500 Penalty: 2734.999268
	Iteration 43Q: 3 clusters Score -529102.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -529117.562500 Penalty: 2734.999268
	Iteration 44Q: 3 clusters Score -529117.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -529134.187500 Penalty: 2734.999268
	Iteration 45Q: 3 clusters Score -529134.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -529152.875000 Penalty: 2734.999268
	Iteration 46Q: 3 clusters Score -529152.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -529167.250000 Penalty: 2734.999268
	Iteration 47Q: 3 clusters Score -529167.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -529173.875000 Penalty: 2734.999268
	Iteration 48Q: 3 clusters Score -529173.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -529181.312500 Penalty: 2734.999268
	Iteration 49Q: 3 clusters Score -529181.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -529188.312500 Penalty: 2734.999268
	Iteration 50Q: 3 clusters Score -529188.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -529193.875000 Penalty: 2734.999268
	Iteration 51Q: 3 clusters Score -529193.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -529198.812500 Penalty: 2734.999268
	Iteration 52Q: 3 clusters Score -529198.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -529199.687500 Penalty: 2734.999268
	Iteration 53Q: 3 clusters Score -529199.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -529199.437500 Penalty: 2734.999268
	Iteration 54Q: 3 clusters Score -529199.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -529198.750000 Penalty: 2734.999268
	Iteration 55Q: 3 clusters Score -529198.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -529199.687500 Penalty: 2734.999268
	Iteration 56Q: 3 clusters Score -529199.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -529199.500000 Penalty: 2734.999268
	Iteration 57Q: 3 clusters Score -529199.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -529200.562500 Penalty: 2734.999268
	Iteration 58Q: 3 clusters Score -529200.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -529201.500000 Penalty: 2734.999268
	Iteration 59Q: 3 clusters Score -529201.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -529200.812500 Penalty: 2734.999268
	Iteration 60F: 3 clusters Score -529200.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Entering Unmasked Estep 
Score: -855425.750000 Penalty: 1447.178833
	Iteration 0F: 2 clusters Score -855425.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -849988.125000 Penalty: 2894.357666
	Iteration 0F: 3 clusters Score -849988.1 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -852246.437500 Penalty: 2894.357666
	Iteration 1F: 3 clusters Score -852246.4 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -853473.937500 Penalty: 2894.357666
	Iteration 2F: 3 clusters Score -853473.9 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -854718.500000 Penalty: 2894.357666
	Iteration 3F: 3 clusters Score -854718.5 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -855306.312500 Penalty: 2894.357666
	Iteration 4F: 3 clusters Score -855306.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -855540.312500 Penalty: 2894.357666
	Iteration 5F: 3 clusters Score -855540.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -855620.187500 Penalty: 2894.357666
	Iteration 6Q: 3 clusters Score -855620.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -855661.937500 Penalty: 2894.357666
	Iteration 7Q: 3 clusters Score -855661.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -855682.750000 Penalty: 2894.357666
	Iteration 8Q: 3 clusters Score -855682.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -855695.625000 Penalty: 2894.357666
	Iteration 9Q: 3 clusters Score -855695.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -855702.875000 Penalty: 2894.357666
	Iteration 10Q: 3 clusters Score -855702.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -855710.000000 Penalty: 2894.357666
	Iteration 11Q: 3 clusters Score -855710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -855711.000000 Penalty: 2894.357666
	Iteration 12Q: 3 clusters Score -855711 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -855714.437500 Penalty: 2894.357666
	Iteration 13Q: 3 clusters Score -855714.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -855719.625000 Penalty: 2894.357666
	Iteration 14Q: 3 clusters Score -855719.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -855724.437500 Penalty: 2894.357666
	Iteration 15Q: 3 clusters Score -855724.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -855727.000000 Penalty: 2894.357666
	Iteration 16Q: 3 clusters Score -855727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -855730.187500 Penalty: 2894.357666
	Iteration 17Q: 3 clusters Score -855730.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -855732.500000 Penalty: 2894.357666
	Iteration 18Q: 3 clusters Score -855732.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -855737.625000 Penalty: 2894.357666
	Iteration 19Q: 3 clusters Score -855737.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -855743.250000 Penalty: 2894.357666
	Iteration 20F: 3 clusters Score -855743.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -855751.937500 Penalty: 2894.357666
	Iteration 21Q: 3 clusters Score -855751.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -855761.687500 Penalty: 2894.357666
	Iteration 22Q: 3 clusters Score -855761.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -855770.125000 Penalty: 2894.357666
	Iteration 23Q: 3 clusters Score -855770.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -855778.937500 Penalty: 2894.357666
	Iteration 24Q: 3 clusters Score -855778.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -855785.687500 Penalty: 2894.357666
	Iteration 25Q: 3 clusters Score -855785.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -855793.500000 Penalty: 2894.357666
	Iteration 26Q: 3 clusters Score -855793.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -855793.562500 Penalty: 2894.357666
	Iteration 27Q: 3 clusters Score -855793.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -855799.250000 Penalty: 2894.357666
	Iteration 28Q: 3 clusters Score -855799.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -855802.687500 Penalty: 2894.357666
	Iteration 29Q: 3 clusters Score -855802.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -855804.062500 Penalty: 2894.357666
	Iteration 30Q: 3 clusters Score -855804.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -855804.625000 Penalty: 2894.357666
	Iteration 31Q: 3 clusters Score -855804.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -855806.250000 Penalty: 2894.357666
	Iteration 32Q: 3 clusters Score -855806.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -855807.125000 Penalty: 2894.357666
	Iteration 33Q: 3 clusters Score -855807.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -855809.125000 Penalty: 2894.357666
	Iteration 34Q: 3 clusters Score -855809.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -855808.062500 Penalty: 2894.357666
	Iteration 35Q: 3 clusters Score -855808.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -855807.750000 Penalty: 2894.357666
	Iteration 36Q: 3 clusters Score -855807.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -855807.750000 Penalty: 2894.357666
	Iteration 37F: 3 clusters Score -855807.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 136103 members 
Mstep: Class 2 contains 10615 members 
Mstep: Class 3 contains 39746 members 
Mstep: Class 4 contains 2049 members 
Mstep: Class 5 contains 354 members 
Mstep: Class 6 contains 88944 members 
Mstep: Class 7 contains 5864 members 
Mstep: Class 8 contains 6625 members 
Mstep: Class 9 contains 59480 members 
Mstep: Class 10 contains 115111 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 3761 members 
Mstep: Class 13 contains 4093 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 112157 members 
Mstep: Class 16 contains 1012 members 
Mstep: Class 17 contains 4516 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 12025 members 
Mstep: Class 20 contains 62581 members 
Mstep: Class 21 contains 95787 members 
Mstep: Class 22 contains 23471 members 
Mstep: Class 23 contains 8684 members 
Mstep: Class 24 contains 7219 members 
Mstep: Class 25 contains 4066 members 
Mstep: Class 26 contains 4316 members 
Mstep: Class 27 contains 1357 members 
Mstep: Class 28 contains 98161 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 668 members 
Mstep: Class 31 contains 5475 members 
Entering Unmasked Estep 
Score: -111656344.000000 Penalty: 69167.054688
Splitting cluster 18 changes total score from -111634496.000000 to -111656344.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 19 (12025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Entering Unmasked Estep 
Score: -1495036.500000 Penalty: 1526.645752
	Iteration 0F: 2 clusters Score -1495036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1486574.875000 Penalty: 3053.291504
	Iteration 0F: 3 clusters Score -1486575 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1489956.750000 Penalty: 3053.291504
	Iteration 1F: 3 clusters Score -1489957 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1491096.625000 Penalty: 3053.291504
	Iteration 2F: 3 clusters Score -1491097 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1492176.625000 Penalty: 3053.291504
	Iteration 3F: 3 clusters Score -1492177 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1493065.250000 Penalty: 3053.291504
	Iteration 4F: 3 clusters Score -1493065 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1493858.125000 Penalty: 3053.291504
	Iteration 5F: 3 clusters Score -1493858 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1494443.500000 Penalty: 3053.291504
	Iteration 6F: 3 clusters Score -1494444 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1494847.375000 Penalty: 3053.291504
	Iteration 7Q: 3 clusters Score -1494847 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1495259.250000 Penalty: 3053.291504
	Iteration 8Q: 3 clusters Score -1495259 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1495630.125000 Penalty: 3053.291504
	Iteration 9Q: 3 clusters Score -1495630 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1495921.000000 Penalty: 3053.291504
	Iteration 10Q: 3 clusters Score -1495921 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1496117.375000 Penalty: 3053.291504
	Iteration 11Q: 3 clusters Score -1496117 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1496226.750000 Penalty: 3053.291504
	Iteration 12Q: 3 clusters Score -1496227 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1496319.625000 Penalty: 3053.291504
	Iteration 13Q: 3 clusters Score -1496320 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1496423.250000 Penalty: 3053.291504
	Iteration 14Q: 3 clusters Score -1496423 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1496552.875000 Penalty: 3053.291504
	Iteration 15Q: 3 clusters Score -1496553 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1496698.500000 Penalty: 3053.291504
	Iteration 16Q: 3 clusters Score -1496698 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1496888.750000 Penalty: 3053.291504
	Iteration 17Q: 3 clusters Score -1496889 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1497072.000000 Penalty: 3053.291504
	Iteration 18Q: 3 clusters Score -1497072 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1497201.375000 Penalty: 3053.291504
	Iteration 19Q: 3 clusters Score -1497201 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1497248.250000 Penalty: 3053.291504
	Iteration 20F: 3 clusters Score -1497248 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1497280.250000 Penalty: 3053.291504
	Iteration 21Q: 3 clusters Score -1497280 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1497295.375000 Penalty: 3053.291504
	Iteration 22Q: 3 clusters Score -1497295 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1497301.500000 Penalty: 3053.291504
	Iteration 23Q: 3 clusters Score -1497302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1497308.625000 Penalty: 3053.291504
	Iteration 24Q: 3 clusters Score -1497309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1497311.750000 Penalty: 3053.291504
	Iteration 25Q: 3 clusters Score -1497312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1497308.500000 Penalty: 3053.291504
	Iteration 26Q: 3 clusters Score -1497308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1497312.625000 Penalty: 3053.291504
	Iteration 27Q: 3 clusters Score -1497313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1497313.500000 Penalty: 3053.291504
	Iteration 28Q: 3 clusters Score -1497314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1497313.500000 Penalty: 3053.291504
	Iteration 29Q: 3 clusters Score -1497314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1497311.625000 Penalty: 3053.291504
	Iteration 30Q: 3 clusters Score -1497312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1497314.500000 Penalty: 3053.291504
	Iteration 31Q: 3 clusters Score -1497314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1497313.250000 Penalty: 3053.291504
	Iteration 32Q: 3 clusters Score -1497313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1497314.875000 Penalty: 3053.291504
	Iteration 33Q: 3 clusters Score -1497315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1497314.875000 Penalty: 3053.291504
	Iteration 34F: 3 clusters Score -1497315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 136103 members 
Mstep: Class 2 contains 10615 members 
Mstep: Class 3 contains 39746 members 
Mstep: Class 4 contains 2049 members 
Mstep: Class 5 contains 354 members 
Mstep: Class 6 contains 88944 members 
Mstep: Class 7 contains 5864 members 
Mstep: Class 8 contains 6625 members 
Mstep: Class 9 contains 59480 members 
Mstep: Class 10 contains 115111 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 3761 members 
Mstep: Class 13 contains 4093 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 112157 members 
Mstep: Class 16 contains 1012 members 
Mstep: Class 17 contains 4516 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 2013 members 
Mstep: Class 20 contains 62581 members 
Mstep: Class 21 contains 95787 members 
Mstep: Class 22 contains 23471 members 
Mstep: Class 23 contains 8684 members 
Mstep: Class 24 contains 7219 members 
Mstep: Class 25 contains 4066 members 
Mstep: Class 26 contains 4316 members 
Mstep: Class 27 contains 1357 members 
Mstep: Class 28 contains 98161 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 668 members 
Mstep: Class 31 contains 5475 members 
Mstep: Class 32 contains 10012 members 
Entering Unmasked Estep 
Score: -111658088.000000 Penalty: 71398.250000
Splitting cluster 19 changes total score from -111634496.000000 to -111658088.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 20 (62581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62581 members 
Entering Unmasked Estep 
Score: -7867101.500000 Penalty: 1794.685303
	Iteration 0F: 2 clusters Score -7867102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -7825000.000000 Penalty: 3589.370605
	Iteration 0F: 3 clusters Score -7825000 nChanged 29588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -7842688.000000 Penalty: 3589.370605
	Iteration 1F: 3 clusters Score -7842688 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -7844102.500000 Penalty: 3589.370605
	Iteration 2Q: 3 clusters Score -7844102 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -7845690.000000 Penalty: 3589.370605
	Iteration 3Q: 3 clusters Score -7845690 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -7847091.000000 Penalty: 3589.370605
	Iteration 4F: 3 clusters Score -7847091 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -7848161.000000 Penalty: 3589.370605
	Iteration 5Q: 3 clusters Score -7848161 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -7849106.000000 Penalty: 3589.370605
	Iteration 6Q: 3 clusters Score -7849106 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -7850043.000000 Penalty: 3589.370605
	Iteration 7Q: 3 clusters Score -7850043 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -7850837.500000 Penalty: 3589.370605
	Iteration 8Q: 3 clusters Score -7850838 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -7851592.000000 Penalty: 3589.370605
	Iteration 9Q: 3 clusters Score -7851592 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -7852495.500000 Penalty: 3589.370605
	Iteration 10Q: 3 clusters Score -7852496 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -7853378.000000 Penalty: 3589.370605
	Iteration 11Q: 3 clusters Score -7853378 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -7854420.500000 Penalty: 3589.370605
	Iteration 12Q: 3 clusters Score -7854420 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -7855431.000000 Penalty: 3589.370605
	Iteration 13Q: 3 clusters Score -7855431 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -7856550.500000 Penalty: 3589.370605
	Iteration 14Q: 3 clusters Score -7856550 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -7857564.000000 Penalty: 3589.370605
	Iteration 15Q: 3 clusters Score -7857564 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -7858655.000000 Penalty: 3589.370605
	Iteration 16Q: 3 clusters Score -7858655 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -7859636.000000 Penalty: 3589.370605
	Iteration 17Q: 3 clusters Score -7859636 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -7860535.000000 Penalty: 3589.370605
	Iteration 18Q: 3 clusters Score -7860535 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -7861391.000000 Penalty: 3589.370605
	Iteration 19Q: 3 clusters Score -7861391 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -7862240.500000 Penalty: 3589.370605
	Iteration 20F: 3 clusters Score -7862240 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -7863178.500000 Penalty: 3589.370605
	Iteration 21Q: 3 clusters Score -7863178 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51668 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -7864074.000000 Penalty: 3589.370605
	Iteration 22Q: 3 clusters Score -7864074 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53062 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -7864909.500000 Penalty: 3589.370605
	Iteration 23Q: 3 clusters Score -7864910 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54339 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -7865680.000000 Penalty: 3589.370605
	Iteration 24Q: 3 clusters Score -7865680 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55477 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -7866367.500000 Penalty: 3589.370605
	Iteration 25Q: 3 clusters Score -7866368 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56442 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -7866933.000000 Penalty: 3589.370605
	Iteration 26Q: 3 clusters Score -7866933 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57249 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -7867425.000000 Penalty: 3589.370605
	Iteration 27Q: 3 clusters Score -7867425 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57901 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -7867746.000000 Penalty: 3589.370605
	Iteration 28Q: 3 clusters Score -7867746 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58433 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -7868015.000000 Penalty: 3589.370605
	Iteration 29Q: 3 clusters Score -7868015 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58857 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -7868199.000000 Penalty: 3589.370605
	Iteration 30Q: 3 clusters Score -7868199 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59180 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -7868333.000000 Penalty: 3589.370605
	Iteration 31Q: 3 clusters Score -7868333 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59446 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -7868478.000000 Penalty: 3589.370605
	Iteration 32Q: 3 clusters Score -7868478 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59655 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -7868595.000000 Penalty: 3589.370605
	Iteration 33Q: 3 clusters Score -7868595 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59808 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -7868678.500000 Penalty: 3589.370605
	Iteration 34Q: 3 clusters Score -7868678 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59928 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -7868754.000000 Penalty: 3589.370605
	Iteration 35Q: 3 clusters Score -7868754 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60030 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -7868820.500000 Penalty: 3589.370605
	Iteration 36Q: 3 clusters Score -7868820 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60113 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -7868890.500000 Penalty: 3589.370605
	Iteration 37Q: 3 clusters Score -7868890 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -7868949.500000 Penalty: 3589.370605
	Iteration 38Q: 3 clusters Score -7868950 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60283 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -7869005.000000 Penalty: 3589.370605
	Iteration 39Q: 3 clusters Score -7869005 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60352 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -7869039.000000 Penalty: 3589.370605
	Iteration 40F: 3 clusters Score -7869039 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60426 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -7869098.000000 Penalty: 3589.370605
	Iteration 41Q: 3 clusters Score -7869098 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60485 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -7869140.000000 Penalty: 3589.370605
	Iteration 42Q: 3 clusters Score -7869140 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60528 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -7869141.500000 Penalty: 3589.370605
	Iteration 43Q: 3 clusters Score -7869142 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60556 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -7869140.500000 Penalty: 3589.370605
	Iteration 44Q: 3 clusters Score -7869140 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60571 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -7869149.000000 Penalty: 3589.370605
	Iteration 45Q: 3 clusters Score -7869149 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60590 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -7869138.500000 Penalty: 3589.370605
	Iteration 46Q: 3 clusters Score -7869138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -7869146.500000 Penalty: 3589.370605
	Iteration 47Q: 3 clusters Score -7869146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60628 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -7869154.500000 Penalty: 3589.370605
	Iteration 48Q: 3 clusters Score -7869154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60637 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -7869160.500000 Penalty: 3589.370605
	Iteration 49Q: 3 clusters Score -7869160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60643 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -7869153.000000 Penalty: 3589.370605
	Iteration 50Q: 3 clusters Score -7869153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60649 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -7869153.000000 Penalty: 3589.370605
	Iteration 51Q: 3 clusters Score -7869153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60651 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -7869151.000000 Penalty: 3589.370605
	Iteration 52Q: 3 clusters Score -7869151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60652 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -7869151.500000 Penalty: 3589.370605
	Iteration 53Q: 3 clusters Score -7869152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -7869155.500000 Penalty: 3589.370605
	Iteration 54Q: 3 clusters Score -7869156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60657 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -7869162.000000 Penalty: 3589.370605
	Iteration 55Q: 3 clusters Score -7869162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60656 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -7869158.500000 Penalty: 3589.370605
	Iteration 56Q: 3 clusters Score -7869158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60657 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -7869161.000000 Penalty: 3589.370605
	Iteration 57Q: 3 clusters Score -7869161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60659 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -7869163.000000 Penalty: 3589.370605
	Iteration 58Q: 3 clusters Score -7869163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60662 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -7869161.000000 Penalty: 3589.370605
	Iteration 59Q: 3 clusters Score -7869161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60664 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -7869151.500000 Penalty: 3589.370605
	Iteration 60F: 3 clusters Score -7869152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 136103 members 
Mstep: Class 2 contains 10615 members 
Mstep: Class 3 contains 39746 members 
Mstep: Class 4 contains 2049 members 
Mstep: Class 5 contains 354 members 
Mstep: Class 6 contains 88944 members 
Mstep: Class 7 contains 5864 members 
Mstep: Class 8 contains 6625 members 
Mstep: Class 9 contains 59480 members 
Mstep: Class 10 contains 115111 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 3761 members 
Mstep: Class 13 contains 4093 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 112157 members 
Mstep: Class 16 contains 1012 members 
Mstep: Class 17 contains 4516 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 2013 members 
Mstep: Class 20 contains 60664 members 
Mstep: Class 21 contains 95787 members 
Mstep: Class 22 contains 23471 members 
Mstep: Class 23 contains 8684 members 
Mstep: Class 24 contains 7219 members 
Mstep: Class 25 contains 4066 members 
Mstep: Class 26 contains 4316 members 
Mstep: Class 27 contains 1357 members 
Mstep: Class 28 contains 98161 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 668 members 
Mstep: Class 31 contains 5475 members 
Mstep: Class 32 contains 10012 members 
Mstep: Class 33 contains 1917 members 
Entering Unmasked Estep 
Score: -111659904.000000 Penalty: 73629.445312
Splitting cluster 20 changes total score from -111634496.000000 to -111659904.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 21 (95787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95787 members 
Entering Unmasked Estep 
Score: -11644406.000000 Penalty: 1863.855835
	Iteration 0F: 2 clusters Score -1.164441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 47934 members 
Entering Unmasked Estep 
Score: -11580293.000000 Penalty: 3727.711670
	Iteration 0F: 3 clusters Score -1.158029e+07 nChanged 45765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47024 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -11607788.000000 Penalty: 3727.711670
	Iteration 1F: 3 clusters Score -1.160779e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 49559 members 
Entering Unmasked Estep 
Score: -11609339.000000 Penalty: 3727.711670
	Iteration 2Q: 3 clusters Score -1.160934e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -11611998.000000 Penalty: 3727.711670
	Iteration 3Q: 3 clusters Score -1.1612e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 53313 members 
Entering Unmasked Estep 
Score: -11614939.000000 Penalty: 3727.711670
	Iteration 4F: 3 clusters Score -1.161494e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 57048 members 
Entering Unmasked Estep 
Score: -11618202.000000 Penalty: 3727.711670
	Iteration 5F: 3 clusters Score -1.16182e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 61994 members 
Entering Unmasked Estep 
Score: -11621691.000000 Penalty: 3727.711670
	Iteration 6F: 3 clusters Score -1.162169e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 67684 members 
Entering Unmasked Estep 
Score: -11625600.000000 Penalty: 3727.711670
	Iteration 7F: 3 clusters Score -1.16256e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 73605 members 
Entering Unmasked Estep 
Score: -11629677.000000 Penalty: 3727.711670
	Iteration 8F: 3 clusters Score -1.162968e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 79282 members 
Entering Unmasked Estep 
Score: -11633802.000000 Penalty: 3727.711670
	Iteration 9F: 3 clusters Score -1.16338e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 83942 members 
Entering Unmasked Estep 
Score: -11637227.000000 Penalty: 3727.711670
	Iteration 10Q: 3 clusters Score -1.163723e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 87427 members 
Entering Unmasked Estep 
Score: -11639768.000000 Penalty: 3727.711670
	Iteration 11Q: 3 clusters Score -1.163977e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 89771 members 
Entering Unmasked Estep 
Score: -11641529.000000 Penalty: 3727.711670
	Iteration 12Q: 3 clusters Score -1.164153e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 91235 members 
Entering Unmasked Estep 
Score: -11642669.000000 Penalty: 3727.711670
	Iteration 13Q: 3 clusters Score -1.164267e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 92035 members 
Entering Unmasked Estep 
Score: -11643421.000000 Penalty: 3727.711670
	Iteration 14Q: 3 clusters Score -1.164342e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 92508 members 
Entering Unmasked Estep 
Score: -11644337.000000 Penalty: 3727.711670
	Iteration 15Q: 3 clusters Score -1.164434e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 92733 members 
Entering Unmasked Estep 
Score: -11645819.000000 Penalty: 3727.711670
	Iteration 16Q: 3 clusters Score -1.164582e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 92696 members 
Entering Unmasked Estep 
Score: -11646006.000000 Penalty: 3727.711670
	Iteration 17Q: 3 clusters Score -1.164601e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 92711 members 
Entering Unmasked Estep 
Score: -11646070.000000 Penalty: 3727.711670
	Iteration 18Q: 3 clusters Score -1.164607e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 92728 members 
Entering Unmasked Estep 
Score: -11646106.000000 Penalty: 3727.711670
	Iteration 19Q: 3 clusters Score -1.164611e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 92744 members 
Entering Unmasked Estep 
Score: -11646142.000000 Penalty: 3727.711670
	Iteration 20F: 3 clusters Score -1.164614e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 92777 members 
Entering Unmasked Estep 
Score: -11646163.000000 Penalty: 3727.711670
	Iteration 21Q: 3 clusters Score -1.164616e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 92813 members 
Entering Unmasked Estep 
Score: -11646194.000000 Penalty: 3727.711670
	Iteration 22Q: 3 clusters Score -1.164619e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 92841 members 
Entering Unmasked Estep 
Score: -11646191.000000 Penalty: 3727.711670
	Iteration 23Q: 3 clusters Score -1.164619e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 92873 members 
Entering Unmasked Estep 
Score: -11646207.000000 Penalty: 3727.711670
	Iteration 24Q: 3 clusters Score -1.164621e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 92889 members 
Entering Unmasked Estep 
Score: -11646199.000000 Penalty: 3727.711670
	Iteration 25Q: 3 clusters Score -1.16462e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 92895 members 
Entering Unmasked Estep 
Score: -11646220.000000 Penalty: 3727.711670
	Iteration 26Q: 3 clusters Score -1.164622e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 92904 members 
Entering Unmasked Estep 
Score: -11646221.000000 Penalty: 3727.711670
	Iteration 27Q: 3 clusters Score -1.164622e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 92910 members 
Entering Unmasked Estep 
Score: -11646223.000000 Penalty: 3727.711670
	Iteration 28Q: 3 clusters Score -1.164622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 92911 members 
Entering Unmasked Estep 
Score: -11646223.000000 Penalty: 3727.711670
	Iteration 29Q: 3 clusters Score -1.164622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 92914 members 
Entering Unmasked Estep 
Score: -11646214.000000 Penalty: 3727.711670
	Iteration 30Q: 3 clusters Score -1.164621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 92919 members 
Entering Unmasked Estep 
Score: -11646224.000000 Penalty: 3727.711670
	Iteration 31Q: 3 clusters Score -1.164622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 92926 members 
Entering Unmasked Estep 
Score: -11646223.000000 Penalty: 3727.711670
	Iteration 32Q: 3 clusters Score -1.164622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 92930 members 
Entering Unmasked Estep 
Score: -11646224.000000 Penalty: 3727.711670
	Iteration 33Q: 3 clusters Score -1.164622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 92932 members 
Entering Unmasked Estep 
Score: -11646228.000000 Penalty: 3727.711670
	Iteration 34Q: 3 clusters Score -1.164623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 92933 members 
Entering Unmasked Estep 
Score: -11646228.000000 Penalty: 3727.711670
	Iteration 35Q: 3 clusters Score -1.164623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 92933 members 
Entering Unmasked Estep 
Score: -11646228.000000 Penalty: 3727.711670
	Iteration 36F: 3 clusters Score -1.164623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 136103 members 
Mstep: Class 2 contains 10615 members 
Mstep: Class 3 contains 39746 members 
Mstep: Class 4 contains 2049 members 
Mstep: Class 5 contains 354 members 
Mstep: Class 6 contains 88944 members 
Mstep: Class 7 contains 5864 members 
Mstep: Class 8 contains 6625 members 
Mstep: Class 9 contains 59480 members 
Mstep: Class 10 contains 115111 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 3761 members 
Mstep: Class 13 contains 4093 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 112157 members 
Mstep: Class 16 contains 1012 members 
Mstep: Class 17 contains 4516 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 2013 members 
Mstep: Class 20 contains 60664 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 23471 members 
Mstep: Class 23 contains 8684 members 
Mstep: Class 24 contains 7219 members 
Mstep: Class 25 contains 4066 members 
Mstep: Class 26 contains 4316 members 
Mstep: Class 27 contains 1357 members 
Mstep: Class 28 contains 98161 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 668 members 
Mstep: Class 31 contains 5475 members 
Mstep: Class 32 contains 10012 members 
Mstep: Class 33 contains 1917 members 
Mstep: Class 34 contains 92933 members 
Entering Unmasked Estep 
Score: -111660936.000000 Penalty: 75860.640625
Splitting cluster 21 changes total score from -111634496.000000 to -111660936.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 22 (23471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Entering Unmasked Estep 
Score: -2934180.250000 Penalty: 1635.322021
	Iteration 0F: 2 clusters Score -2934180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2918218.250000 Penalty: 3270.644043
	Iteration 0F: 3 clusters Score -2918218 nChanged 10782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2924058.250000 Penalty: 3270.644043
	Iteration 1F: 3 clusters Score -2924058 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2924542.000000 Penalty: 3270.644043
	Iteration 2F: 3 clusters Score -2924542 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2925207.250000 Penalty: 3270.644043
	Iteration 3F: 3 clusters Score -2925207 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2926212.750000 Penalty: 3270.644043
	Iteration 4F: 3 clusters Score -2926213 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2927425.750000 Penalty: 3270.644043
	Iteration 5F: 3 clusters Score -2927426 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2928557.250000 Penalty: 3270.644043
	Iteration 6F: 3 clusters Score -2928557 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2929588.250000 Penalty: 3270.644043
	Iteration 7F: 3 clusters Score -2929588 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2930453.750000 Penalty: 3270.644043
	Iteration 8F: 3 clusters Score -2930454 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2931156.500000 Penalty: 3270.644043
	Iteration 9Q: 3 clusters Score -2931156 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2931775.750000 Penalty: 3270.644043
	Iteration 10Q: 3 clusters Score -2931776 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -2932409.250000 Penalty: 3270.644043
	Iteration 11Q: 3 clusters Score -2932409 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -2933074.000000 Penalty: 3270.644043
	Iteration 12Q: 3 clusters Score -2933074 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2933569.750000 Penalty: 3270.644043
	Iteration 13Q: 3 clusters Score -2933570 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2933880.250000 Penalty: 3270.644043
	Iteration 14Q: 3 clusters Score -2933880 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2934045.250000 Penalty: 3270.644043
	Iteration 15Q: 3 clusters Score -2934045 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2934143.000000 Penalty: 3270.644043
	Iteration 16Q: 3 clusters Score -2934143 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2934192.500000 Penalty: 3270.644043
	Iteration 17Q: 3 clusters Score -2934192 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -2934228.000000 Penalty: 3270.644043
	Iteration 18Q: 3 clusters Score -2934228 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2934240.250000 Penalty: 3270.644043
	Iteration 19Q: 3 clusters Score -2934240 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2934253.000000 Penalty: 3270.644043
	Iteration 20F: 3 clusters Score -2934253 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2934255.750000 Penalty: 3270.644043
	Iteration 21Q: 3 clusters Score -2934256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2934254.000000 Penalty: 3270.644043
	Iteration 22Q: 3 clusters Score -2934254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2934251.000000 Penalty: 3270.644043
	Iteration 23Q: 3 clusters Score -2934251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2934249.250000 Penalty: 3270.644043
	Iteration 24Q: 3 clusters Score -2934249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2934254.500000 Penalty: 3270.644043
	Iteration 25Q: 3 clusters Score -2934254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -2934261.000000 Penalty: 3270.644043
	Iteration 26Q: 3 clusters Score -2934261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2934264.500000 Penalty: 3270.644043
	Iteration 27Q: 3 clusters Score -2934264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2934256.500000 Penalty: 3270.644043
	Iteration 28Q: 3 clusters Score -2934256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2934263.000000 Penalty: 3270.644043
	Iteration 29Q: 3 clusters Score -2934263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2934263.500000 Penalty: 3270.644043
	Iteration 30Q: 3 clusters Score -2934264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2934262.000000 Penalty: 3270.644043
	Iteration 31Q: 3 clusters Score -2934262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2934265.750000 Penalty: 3270.644043
	Iteration 32Q: 3 clusters Score -2934266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -2934267.250000 Penalty: 3270.644043
	Iteration 33Q: 3 clusters Score -2934267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2934271.500000 Penalty: 3270.644043
	Iteration 34Q: 3 clusters Score -2934272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2934268.750000 Penalty: 3270.644043
	Iteration 35Q: 3 clusters Score -2934269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2934265.750000 Penalty: 3270.644043
	Iteration 36Q: 3 clusters Score -2934266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -2934267.000000 Penalty: 3270.644043
	Iteration 37Q: 3 clusters Score -2934267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2934263.750000 Penalty: 3270.644043
	Iteration 38Q: 3 clusters Score -2934264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2934263.750000 Penalty: 3270.644043
	Iteration 39F: 3 clusters Score -2934264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 136103 members 
Mstep: Class 2 contains 10615 members 
Mstep: Class 3 contains 39746 members 
Mstep: Class 4 contains 2049 members 
Mstep: Class 5 contains 354 members 
Mstep: Class 6 contains 88944 members 
Mstep: Class 7 contains 5864 members 
Mstep: Class 8 contains 6625 members 
Mstep: Class 9 contains 59480 members 
Mstep: Class 10 contains 115111 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 3761 members 
Mstep: Class 13 contains 4093 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 112157 members 
Mstep: Class 16 contains 1012 members 
Mstep: Class 17 contains 4516 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 2013 members 
Mstep: Class 20 contains 60664 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 16144 members 
Mstep: Class 23 contains 8684 members 
Mstep: Class 24 contains 7219 members 
Mstep: Class 25 contains 4066 members 
Mstep: Class 26 contains 4316 members 
Mstep: Class 27 contains 1357 members 
Mstep: Class 28 contains 98161 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 668 members 
Mstep: Class 31 contains 5475 members 
Mstep: Class 32 contains 10012 members 
Mstep: Class 33 contains 1917 members 
Mstep: Class 34 contains 92933 members 
Mstep: Class 35 contains 7327 members 
Entering Unmasked Estep 
Score: -111660016.000000 Penalty: 78091.835938
Splitting cluster 22 changes total score from -111634496.000000 to -111660016.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 23 (8684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Entering Unmasked Estep 
Score: -1011873.812500 Penalty: 1473.751099
	Iteration 0F: 2 clusters Score -1011874 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 4317 members 
Entering Unmasked Estep 
Score: -1005534.875000 Penalty: 2947.502197
	Iteration 0F: 3 clusters Score -1005535 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1007728.187500 Penalty: 2947.502197
	Iteration 1F: 3 clusters Score -1007728 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1008264 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1008813 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1009372 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1009841.250000 Penalty: 2947.502197
	Iteration 5F: 3 clusters Score -1009841 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1010203.625000 Penalty: 2947.502197
	Iteration 6F: 3 clusters Score -1010204 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1010432 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1010623 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1010767.125000 Penalty: 2947.502197
	Iteration 9Q: 3 clusters Score -1010767 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1010905 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1010996 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1011065 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1011124 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1011166 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1011199 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1011228 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1011249 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1011269 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1011284 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1011296 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1011308 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1011323 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1011329 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1011335 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1011341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1011347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1011351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1011351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1011352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1011354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1011354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1011359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1011362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1011362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1011360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1011360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1011361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1011361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1011360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1011361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1011361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1011362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1011362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 2281 members 
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	Iteration 44Q: 3 clusters Score -1011362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 2280 members 
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	Iteration 45Q: 3 clusters Score -1011362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 2279 members 
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	Iteration 46Q: 3 clusters Score -1011361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 2278 members 
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	Iteration 47Q: 3 clusters Score -1011361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1011361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
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	Iteration 49F: 3 clusters Score -1011361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 136103 members 
Mstep: Class 2 contains 10615 members 
Mstep: Class 3 contains 39746 members 
Mstep: Class 4 contains 2049 members 
Mstep: Class 5 contains 354 members 
Mstep: Class 7 contains 5864 members 
Mstep: Class 8 contains 6625 members 
Mstep: Class 9 contains 59480 members 
Mstep: Class 10 contains 115111 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 3761 members 
Mstep: Class 13 contains 4093 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 112157 members 
Mstep: Class 16 contains 1012 members 
Mstep: Class 17 contains 4516 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 2013 members 
Mstep: Class 20 contains 60664 members 
Mstep: Class 21 contains 2854 members 
Mstep: Class 22 contains 16144 members 
Mstep: Class 23 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 36 clusters Score -1.116752e+08 nChanged 27591
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 135318 members 
Mstep: Class 2 contains 11106 members 
Mstep: Class 3 contains 40423 members 
Mstep: Class 4 contains 2416 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 86710 members 
Mstep: Class 7 contains 6689 members 
Mstep: Class 8 contains 6852 members 
Mstep: Class 9 contains 58892 members 
Mstep: Class 10 contains 116596 members 
Mstep: Class 11 contains 833 members 
Mstep: Class 12 contains 3742 members 
Mstep: Class 13 contains 5031 members 
Mstep: Class 14 contains 656 members 
Mstep: Class 15 contains 113109 members 
Mstep: Class 16 contains 1142 members 
Mstep: Class 17 contains 4631 members 
Mstep: Class 18 contains 1993 members 
Mstep: Class 19 contains 2437 members 
Mstep: Class 20 contains 63751 members 
Mstep: Class 21 contains 3347 members 
Mstep: Class 22 contains 15969 members 
Mstep: Class 23 contains 8944 members 
Mstep: Class 24 contains 6523 members 
Mstep: Class 25 contains 4060 members 
Mstep: Class 26 contains 4421 members 
Mstep: Class 27 contains 1277 members 
Mstep: Class 28 contains 95383 members 
Mstep: Class 29 contains 417 members 
Mstep: Class 30 contains 663 members 
Mstep: Class 31 contains 5539 members 
Mstep: Class 32 contains 9573 members 
Mstep: Class 33 contains 2098 members 
Mstep: Class 34 contains 89705 members 
Mstep: Class 35 contains 7441 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 36 clusters Score -1.116903e+08 nChanged 28149
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 131602 members 
Mstep: Class 2 contains 11467 members 
Mstep: Class 3 contains 40227 members 
Mstep: Class 4 contains 2633 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 89073 members 
Mstep: Class 7 contains 7132 members 
Mstep: Class 8 contains 6941 members 
Mstep: Class 9 contains 57886 members 
Mstep: Class 10 contains 115401 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 3587 members 
Mstep: Class 13 contains 5766 members 
Mstep: Class 14 contains 599 members 
Mstep: Class 15 contains 112496 members 
Mstep: Class 16 contains 1172 members 
Mstep: Class 17 contains 4327 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 2627 members 
Mstep: Class 20 contains 66140 members 
Mstep: Class 21 contains 3631 members 
Mstep: Class 22 contains 15539 members 
Mstep: Class 23 contains 8749 members 
Mstep: Class 24 contains 6260 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 4730 members 
Mstep: Class 27 contains 1308 members 
Mstep: Class 28 contains 95359 members 
Mstep: Class 29 contains 449 members 
Mstep: Class 30 contains 731 members 
Mstep: Class 31 contains 5855 members 
Mstep: Class 32 contains 9452 members 
Mstep: Class 33 contains 2237 members 
Mstep: Class 34 contains 89094 members 
Mstep: Class 35 contains 7943 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 36 clusters Score -1.117021e+08 nChanged 21382
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 128597 members 
Mstep: Class 2 contains 11902 members 
Mstep: Class 3 contains 39937 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 91022 members 
Mstep: Class 7 contains 7482 members 
Mstep: Class 8 contains 6967 members 
Mstep: Class 9 contains 56989 members 
Mstep: Class 10 contains 114119 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 3498 members 
Mstep: Class 13 contains 6402 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 111589 members 
Mstep: Class 16 contains 1206 members 
Mstep: Class 17 contains 4141 members 
Mstep: Class 18 contains 2061 members 
Mstep: Class 19 contains 2773 members 
Mstep: Class 20 contains 68447 members 
Mstep: Class 21 contains 3885 members 
Mstep: Class 22 contains 15238 members 
Mstep: Class 23 contains 8727 members 
Mstep: Class 24 contains 6136 members 
Mstep: Class 25 contains 4687 members 
Mstep: Class 26 contains 4947 members 
Mstep: Class 27 contains 1321 members 
Mstep: Class 28 contains 95763 members 
Mstep: Class 29 contains 434 members 
Mstep: Class 30 contains 733 members 
Mstep: Class 31 contains 6022 members 
Mstep: Class 32 contains 9425 members 
Mstep: Class 33 contains 2337 members 
Mstep: Class 34 contains 88412 members 
Mstep: Class 35 contains 8342 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 36 clusters Score -1.117104e+08 nChanged 18225
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 126350 members 
Mstep: Class 2 contains 12266 members 
Mstep: Class 3 contains 39750 members 
Mstep: Class 4 contains 2915 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 92579 members 
Mstep: Class 7 contains 7790 members 
Mstep: Class 8 contains 6934 members 
Mstep: Class 9 contains 56219 members 
Mstep: Class 10 contains 112809 members 
Mstep: Class 11 contains 705 members 
Mstep: Class 12 contains 3455 members 
Mstep: Class 13 contains 6981 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 110257 members 
Mstep: Class 16 contains 1240 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 2047 members 
Mstep: Class 19 contains 2852 members 
Mstep: Class 20 contains 70727 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 15029 members 
Mstep: Class 23 contains 8821 members 
Mstep: Class 24 contains 6064 members 
Mstep: Class 25 contains 4860 members 
Mstep: Class 26 contains 5124 members 
Mstep: Class 27 contains 1328 members 
Mstep: Class 28 contains 96292 members 
Mstep: Class 29 contains 420 members 
Mstep: Class 30 contains 733 members 
Mstep: Class 31 contains 6156 members 
Mstep: Class 32 contains 9420 members 
Mstep: Class 33 contains 2443 members 
Mstep: Class 34 contains 87778 members 
Mstep: Class 35 contains 8625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111717384.000000 Penalty: 78091.835938
Iteration 43Q: 36 clusters Score -1.117174e+08 nChanged 15898
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 124617 members 
Mstep: Class 2 contains 12605 members 
Mstep: Class 3 contains 39595 members 
Mstep: Class 4 contains 2989 members 
Mstep: Class 5 contains 506 members 
Mstep: Class 6 contains 93868 members 
Mstep: Class 7 contains 8035 members 
Mstep: Class 8 contains 6902 members 
Mstep: Class 9 contains 55510 members 
Mstep: Class 10 contains 111564 members 
Mstep: Class 11 contains 695 members 
Mstep: Class 12 contains 3406 members 
Mstep: Class 13 contains 7527 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 108955 members 
Mstep: Class 16 contains 1249 members 
Mstep: Class 17 contains 3871 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 2902 members 
Mstep: Class 20 contains 72889 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 14811 members 
Mstep: Class 23 contains 8916 members 
Mstep: Class 24 contains 6043 members 
Mstep: Class 25 contains 5002 members 
Mstep: Class 26 contains 5290 members 
Mstep: Class 27 contains 1335 members 
Mstep: Class 28 contains 96800 members 
Mstep: Class 29 contains 416 members 
Mstep: Class 30 contains 743 members 
Mstep: Class 31 contains 6260 members 
Mstep: Class 32 contains 9414 members 
Mstep: Class 33 contains 2518 members 
Mstep: Class 34 contains 87166 members 
Mstep: Class 35 contains 8859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111723696.000000 Penalty: 78091.835938
Iteration 44Q: 36 clusters Score -1.117237e+08 nChanged 14194
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 123245 members 
Mstep: Class 2 contains 12886 members 
Mstep: Class 3 contains 39523 members 
Mstep: Class 4 contains 3029 members 
Mstep: Class 5 contains 506 members 
Mstep: Class 6 contains 94903 members 
Mstep: Class 7 contains 8243 members 
Mstep: Class 8 contains 6855 members 
Mstep: Class 9 contains 54917 members 
Mstep: Class 10 contains 110395 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 12 contains 3365 members 
Mstep: Class 13 contains 8045 members 
Mstep: Class 14 contains 617 members 
Mstep: Class 15 contains 107833 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 3793 members 
Mstep: Class 18 contains 1961 members 
Mstep: Class 19 contains 2945 members 
Mstep: Class 20 contains 74929 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 14624 members 
Mstep: Class 23 contains 9003 members 
Mstep: Class 24 contains 6016 members 
Mstep: Class 25 contains 5084 members 
Mstep: Class 26 contains 5410 members 
Mstep: Class 27 contains 1345 members 
Mstep: Class 28 contains 97189 members 
Mstep: Class 29 contains 414 members 
Mstep: Class 30 contains 766 members 
Mstep: Class 31 contains 6366 members 
Mstep: Class 32 contains 9410 members 
Mstep: Class 33 contains 2589 members 
Mstep: Class 34 contains 86549 members 
Mstep: Class 35 contains 9047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111729272.000000 Penalty: 78091.835938
Iteration 45Q: 36 clusters Score -1.117293e+08 nChanged 12963
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 122061 members 
Mstep: Class 2 contains 13104 members 
Mstep: Class 3 contains 39521 members 
Mstep: Class 4 contains 3052 members 
Mstep: Class 5 contains 506 members 
Mstep: Class 6 contains 95770 members 
Mstep: Class 7 contains 8438 members 
Mstep: Class 8 contains 6807 members 
Mstep: Class 9 contains 54367 members 
Mstep: Class 10 contains 109371 members 
Mstep: Class 11 contains 687 members 
Mstep: Class 12 contains 3323 members 
Mstep: Class 13 contains 8573 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 106883 members 
Mstep: Class 16 contains 1309 members 
Mstep: Class 17 contains 3743 members 
Mstep: Class 18 contains 1903 members 
Mstep: Class 19 contains 2960 members 
Mstep: Class 20 contains 76874 members 
Mstep: Class 21 contains 4540 members 
Mstep: Class 22 contains 14405 members 
Mstep: Class 23 contains 9088 members 
Mstep: Class 24 contains 6000 members 
Mstep: Class 25 contains 5139 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 1347 members 
Mstep: Class 28 contains 97410 members 
Mstep: Class 29 contains 414 members 
Mstep: Class 30 contains 773 members 
Mstep: Class 31 contains 6465 members 
Mstep: Class 32 contains 9408 members 
Mstep: Class 33 contains 2630 members 
Mstep: Class 34 contains 85974 members 
Mstep: Class 35 contains 9192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111733576.000000 Penalty: 78091.835938
Iteration 46Q: 36 clusters Score -1.117336e+08 nChanged 11874
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 121141 members 
Mstep: Class 2 contains 13291 members 
Mstep: Class 3 contains 39528 members 
Mstep: Class 4 contains 3064 members 
Mstep: Class 5 contains 503 members 
Mstep: Class 6 contains 96408 members 
Mstep: Class 7 contains 8590 members 
Mstep: Class 8 contains 6767 members 
Mstep: Class 9 contains 53844 members 
Mstep: Class 10 contains 108499 members 
Mstep: Class 11 contains 687 members 
Mstep: Class 12 contains 3296 members 
Mstep: Class 13 contains 9077 members 
Mstep: Class 14 contains 616 members 
Mstep: Class 15 contains 106170 members 
Mstep: Class 16 contains 1341 members 
Mstep: Class 17 contains 3697 members 
Mstep: Class 18 contains 1859 members 
Mstep: Class 19 contains 2962 members 
Mstep: Class 20 contains 78635 members 
Mstep: Class 21 contains 4628 members 
Mstep: Class 22 contains 14229 members 
Mstep: Class 23 contains 9145 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 5188 members 
Mstep: Class 26 contains 5591 members 
Mstep: Class 27 contains 1346 members 
Mstep: Class 28 contains 97494 members 
Mstep: Class 29 contains 414 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 9406 members 
Mstep: Class 33 contains 2659 members 
Mstep: Class 34 contains 85466 members 
Mstep: Class 35 contains 9335 members 
Entering Unmasked Estep 
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Iteration 47Q: 36 clusters Score -1.117376e+08 nChanged 10686
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 120381 members 
Mstep: Class 2 contains 13449 members 
Mstep: Class 3 contains 39567 members 
Mstep: Class 4 contains 3068 members 
Mstep: Class 5 contains 505 members 
Mstep: Class 6 contains 96845 members 
Mstep: Class 7 contains 8697 members 
Mstep: Class 8 contains 6737 members 
Mstep: Class 9 contains 53423 members 
Mstep: Class 10 contains 107893 members 
Mstep: Class 11 contains 690 members 
Mstep: Class 12 contains 3289 members 
Mstep: Class 13 contains 9541 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 105557 members 
Mstep: Class 16 contains 1375 members 
Mstep: Class 17 contains 3635 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 2949 members 
Mstep: Class 20 contains 80240 members 
Mstep: Class 21 contains 4691 members 
Mstep: Class 22 contains 14043 members 
Mstep: Class 23 contains 9194 members 
Mstep: Class 24 contains 5948 members 
Mstep: Class 25 contains 5216 members 
Mstep: Class 26 contains 5644 members 
Mstep: Class 27 contains 1340 members 
Mstep: Class 28 contains 97396 members 
Mstep: Class 29 contains 414 members 
Mstep: Class 30 contains 785 members 
Mstep: Class 31 contains 6624 members 
Mstep: Class 32 contains 9406 members 
Mstep: Class 33 contains 2683 members 
Mstep: Class 34 contains 85071 members 
Mstep: Class 35 contains 9442 members 
Entering Unmasked Estep 
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Iteration 48Q: 36 clusters Score -1.117409e+08 nChanged 9800
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 119720 members 
Mstep: Class 2 contains 13595 members 
Mstep: Class 3 contains 39721 members 
Mstep: Class 4 contains 3071 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 97121 members 
Mstep: Class 7 contains 8825 members 
Mstep: Class 8 contains 6697 members 
Mstep: Class 9 contains 53081 members 
Mstep: Class 10 contains 107435 members 
Mstep: Class 11 contains 690 members 
Mstep: Class 12 contains 3277 members 
Mstep: Class 13 contains 9984 members 
Mstep: Class 14 contains 617 members 
Mstep: Class 15 contains 105089 members 
Mstep: Class 16 contains 1410 members 
Mstep: Class 17 contains 3605 members 
Mstep: Class 18 contains 1785 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 81782 members 
Mstep: Class 21 contains 4758 members 
Mstep: Class 22 contains 13869 members 
Mstep: Class 23 contains 9189 members 
Mstep: Class 24 contains 5935 members 
Mstep: Class 25 contains 5236 members 
Mstep: Class 26 contains 5675 members 
Mstep: Class 27 contains 1339 members 
Mstep: Class 28 contains 97093 members 
Mstep: Class 29 contains 414 members 
Mstep: Class 30 contains 788 members 
Mstep: Class 31 contains 6684 members 
Mstep: Class 32 contains 9401 members 
Mstep: Class 33 contains 2707 members 
Mstep: Class 34 contains 84646 members 
Mstep: Class 35 contains 9517 members 
Entering Unmasked Estep 
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Iteration 49Q: 36 clusters Score -1.117431e+08 nChanged 8956
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 119258 members 
Mstep: Class 2 contains 13743 members 
Mstep: Class 3 contains 39835 members 
Mstep: Class 4 contains 3066 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 97178 members 
Mstep: Class 7 contains 8934 members 
Mstep: Class 8 contains 6670 members 
Mstep: Class 9 contains 52792 members 
Mstep: Class 10 contains 107114 members 
Mstep: Class 11 contains 698 members 
Mstep: Class 12 contains 3272 members 
Mstep: Class 13 contains 10371 members 
Mstep: Class 14 contains 617 members 
Mstep: Class 15 contains 104709 members 
Mstep: Class 16 contains 1429 members 
Mstep: Class 17 contains 3586 members 
Mstep: Class 18 contains 1765 members 
Mstep: Class 19 contains 2873 members 
Mstep: Class 20 contains 83278 members 
Mstep: Class 21 contains 4809 members 
Mstep: Class 22 contains 13692 members 
Mstep: Class 23 contains 9204 members 
Mstep: Class 24 contains 5920 members 
Mstep: Class 25 contains 5253 members 
Mstep: Class 26 contains 5717 members 
Mstep: Class 27 contains 1334 members 
Mstep: Class 28 contains 96687 members 
Mstep: Class 29 contains 414 members 
Mstep: Class 30 contains 790 members 
Mstep: Class 31 contains 6722 members 
Mstep: Class 32 contains 9398 members 
Mstep: Class 33 contains 2729 members 
Mstep: Class 34 contains 84239 members 
Mstep: Class 35 contains 9583 members 
Entering Unmasked Estep 
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Iteration 50Q: 36 clusters Score -1.117454e+08 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 118799 members 
Mstep: Class 2 contains 13852 members 
Mstep: Class 3 contains 39976 members 
Mstep: Class 4 contains 3061 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 97136 members 
Mstep: Class 7 contains 8989 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 52538 members 
Mstep: Class 10 contains 106880 members 
Mstep: Class 11 contains 705 members 
Mstep: Class 12 contains 3278 members 
Mstep: Class 13 contains 10745 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 104524 members 
Mstep: Class 16 contains 1440 members 
Mstep: Class 17 contains 3574 members 
Mstep: Class 18 contains 1746 members 
Mstep: Class 19 contains 2842 members 
Mstep: Class 20 contains 84663 members 
Mstep: Class 21 contains 4841 members 
Mstep: Class 22 contains 13512 members 
Mstep: Class 23 contains 9203 members 
Mstep: Class 24 contains 5901 members 
Mstep: Class 25 contains 5270 members 
Mstep: Class 26 contains 5761 members 
Mstep: Class 27 contains 1334 members 
Mstep: Class 28 contains 96180 members 
Mstep: Class 29 contains 414 members 
Mstep: Class 30 contains 793 members 
Mstep: Class 31 contains 6746 members 
Mstep: Class 32 contains 9399 members 
Mstep: Class 33 contains 2746 members 
Mstep: Class 34 contains 83932 members 
Mstep: Class 35 contains 9637 members 
Entering Unmasked Estep 
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Iteration 51Q: 36 clusters Score -1.117477e+08 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 118328 members 
Mstep: Class 2 contains 13941 members 
Mstep: Class 3 contains 40092 members 
Mstep: Class 4 contains 3062 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 97007 members 
Mstep: Class 7 contains 9024 members 
Mstep: Class 8 contains 6626 members 
Mstep: Class 9 contains 52345 members 
Mstep: Class 10 contains 106689 members 
Mstep: Class 11 contains 713 members 
Mstep: Class 12 contains 3280 members 
Mstep: Class 13 contains 11093 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 104357 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 3571 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 2810 members 
Mstep: Class 20 contains 85965 members 
Mstep: Class 21 contains 4876 members 
Mstep: Class 22 contains 13365 members 
Mstep: Class 23 contains 9199 members 
Mstep: Class 24 contains 5901 members 
Mstep: Class 25 contains 5277 members 
Mstep: Class 26 contains 5811 members 
Mstep: Class 27 contains 1339 members 
Mstep: Class 28 contains 95718 members 
Mstep: Class 29 contains 414 members 
Mstep: Class 30 contains 795 members 
Mstep: Class 31 contains 6762 members 
Mstep: Class 32 contains 9399 members 
Mstep: Class 33 contains 2763 members 
Mstep: Class 34 contains 83669 members 
Mstep: Class 35 contains 9683 members 
Entering Unmasked Estep 
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Iteration 52Q: 36 clusters Score -1.117492e+08 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 117949 members 
Mstep: Class 2 contains 14021 members 
Mstep: Class 3 contains 40223 members 
Mstep: Class 4 contains 3066 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 96839 members 
Mstep: Class 7 contains 9059 members 
Mstep: Class 8 contains 6608 members 
Mstep: Class 9 contains 52158 members 
Mstep: Class 10 contains 106551 members 
Mstep: Class 11 contains 724 members 
Mstep: Class 12 contains 3294 members 
Mstep: Class 13 contains 11408 members 
Mstep: Class 14 contains 622 members 
Mstep: Class 15 contains 104281 members 
Mstep: Class 16 contains 1467 members 
Mstep: Class 17 contains 3561 members 
Mstep: Class 18 contains 1706 members 
Mstep: Class 19 contains 2762 members 
Mstep: Class 20 contains 87132 members 
Mstep: Class 21 contains 4905 members 
Mstep: Class 22 contains 13225 members 
Mstep: Class 23 contains 9193 members 
Mstep: Class 24 contains 5898 members 
Mstep: Class 25 contains 5281 members 
Mstep: Class 26 contains 5851 members 
Mstep: Class 27 contains 1340 members 
Mstep: Class 28 contains 95249 members 
Mstep: Class 29 contains 414 members 
Mstep: Class 30 contains 799 members 
Mstep: Class 31 contains 6774 members 
Mstep: Class 32 contains 9397 members 
Mstep: Class 33 contains 2783 members 
Mstep: Class 34 contains 83415 members 
Mstep: Class 35 contains 9725 members 
Entering Unmasked Estep 
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Iteration 53Q: 36 clusters Score -1.117503e+08 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 117534 members 
Mstep: Class 2 contains 14084 members 
Mstep: Class 3 contains 40307 members 
Mstep: Class 4 contains 3057 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 96649 members 
Mstep: Class 7 contains 9084 members 
Mstep: Class 8 contains 6593 members 
Mstep: Class 9 contains 51999 members 
Mstep: Class 10 contains 106412 members 
Mstep: Class 11 contains 735 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 13 contains 11693 members 
Mstep: Class 14 contains 621 members 
Mstep: Class 15 contains 104299 members 
Mstep: Class 16 contains 1477 members 
Mstep: Class 17 contains 3567 members 
Mstep: Class 18 contains 1694 members 
Mstep: Class 19 contains 2708 members 
Mstep: Class 20 contains 88321 members 
Mstep: Class 21 contains 4922 members 
Mstep: Class 22 contains 13072 members 
Mstep: Class 23 contains 9196 members 
Mstep: Class 24 contains 5903 members 
Mstep: Class 25 contains 5290 members 
Mstep: Class 26 contains 5891 members 
Mstep: Class 27 contains 1344 members 
Mstep: Class 28 contains 94806 members 
Mstep: Class 29 contains 414 members 
Mstep: Class 30 contains 798 members 
Mstep: Class 31 contains 6789 members 
Mstep: Class 32 contains 9395 members 
Mstep: Class 33 contains 2798 members 
Mstep: Class 34 contains 83174 members 
Mstep: Class 35 contains 9752 members 
Entering Unmasked Estep 
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Iteration 54Q: 36 clusters Score -1.117518e+08 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 117196 members 
Mstep: Class 2 contains 14132 members 
Mstep: Class 3 contains 40383 members 
Mstep: Class 4 contains 3046 members 
Mstep: Class 5 contains 494 members 
Mstep: Class 6 contains 96369 members 
Mstep: Class 7 contains 9108 members 
Mstep: Class 8 contains 6579 members 
Mstep: Class 9 contains 51864 members 
Mstep: Class 10 contains 106270 members 
Mstep: Class 11 contains 744 members 
Mstep: Class 12 contains 3317 members 
Mstep: Class 13 contains 11918 members 
Mstep: Class 14 contains 623 members 
Mstep: Class 15 contains 104377 members 
Mstep: Class 16 contains 1484 members 
Mstep: Class 17 contains 3579 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 2653 members 
Mstep: Class 20 contains 89490 members 
Mstep: Class 21 contains 4935 members 
Mstep: Class 22 contains 12907 members 
Mstep: Class 23 contains 9222 members 
Mstep: Class 24 contains 5904 members 
Mstep: Class 25 contains 5290 members 
Mstep: Class 26 contains 5921 members 
Mstep: Class 27 contains 1345 members 
Mstep: Class 28 contains 94407 members 
Mstep: Class 29 contains 414 members 
Mstep: Class 30 contains 799 members 
Mstep: Class 31 contains 6801 members 
Mstep: Class 32 contains 9396 members 
Mstep: Class 33 contains 2812 members 
Mstep: Class 34 contains 82941 members 
Mstep: Class 35 contains 9774 members 
Entering Unmasked Estep 
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Iteration 55Q: 36 clusters Score -1.117528e+08 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 116943 members 
Mstep: Class 2 contains 14179 members 
Mstep: Class 3 contains 40502 members 
Mstep: Class 4 contains 3039 members 
Mstep: Class 5 contains 494 members 
Mstep: Class 6 contains 96088 members 
Mstep: Class 7 contains 9118 members 
Mstep: Class 8 contains 6566 members 
Mstep: Class 9 contains 51711 members 
Mstep: Class 10 contains 106147 members 
Mstep: Class 11 contains 748 members 
Mstep: Class 12 contains 3327 members 
Mstep: Class 13 contains 12109 members 
Mstep: Class 14 contains 625 members 
Mstep: Class 15 contains 104498 members 
Mstep: Class 16 contains 1493 members 
Mstep: Class 17 contains 3601 members 
Mstep: Class 18 contains 1670 members 
Mstep: Class 19 contains 2598 members 
Mstep: Class 20 contains 90515 members 
Mstep: Class 21 contains 4941 members 
Mstep: Class 22 contains 12746 members 
Mstep: Class 23 contains 9239 members 
Mstep: Class 24 contains 5900 members 
Mstep: Class 25 contains 5290 members 
Mstep: Class 26 contains 5958 members 
Mstep: Class 27 contains 1347 members 
Mstep: Class 28 contains 94049 members 
Mstep: Class 29 contains 415 members 
Mstep: Class 30 contains 801 members 
Mstep: Class 31 contains 6810 members 
Mstep: Class 32 contains 9393 members 
Mstep: Class 33 contains 2825 members 
Mstep: Class 34 contains 82712 members 
Mstep: Class 35 contains 9781 members 
Entering Unmasked Estep 
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Iteration 56Q: 36 clusters Score -1.117543e+08 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 116826 members 
Mstep: Class 2 contains 14223 members 
Mstep: Class 3 contains 40577 members 
Mstep: Class 4 contains 3028 members 
Mstep: Class 5 contains 493 members 
Mstep: Class 6 contains 95733 members 
Mstep: Class 7 contains 9126 members 
Mstep: Class 8 contains 6559 members 
Mstep: Class 9 contains 51577 members 
Mstep: Class 10 contains 105975 members 
Mstep: Class 11 contains 758 members 
Mstep: Class 12 contains 3335 members 
Mstep: Class 13 contains 12283 members 
Mstep: Class 14 contains 625 members 
Mstep: Class 15 contains 104508 members 
Mstep: Class 16 contains 1505 members 
Mstep: Class 17 contains 3615 members 
Mstep: Class 18 contains 1658 members 
Mstep: Class 19 contains 2535 members 
Mstep: Class 20 contains 91558 members 
Mstep: Class 21 contains 4955 members 
Mstep: Class 22 contains 12614 members 
Mstep: Class 23 contains 9261 members 
Mstep: Class 24 contains 5888 members 
Mstep: Class 25 contains 5291 members 
Mstep: Class 26 contains 5993 members 
Mstep: Class 27 contains 1335 members 
Mstep: Class 28 contains 93772 members 
Mstep: Class 29 contains 415 members 
Mstep: Class 30 contains 802 members 
Mstep: Class 31 contains 6823 members 
Mstep: Class 32 contains 9390 members 
Mstep: Class 33 contains 2834 members 
Mstep: Class 34 contains 82502 members 
Mstep: Class 35 contains 9806 members 
Entering Unmasked Estep 
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Iteration 57Q: 36 clusters Score -1.117551e+08 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 116615 members 
Mstep: Class 2 contains 14258 members 
Mstep: Class 3 contains 40610 members 
Mstep: Class 4 contains 3015 members 
Mstep: Class 5 contains 493 members 
Mstep: Class 6 contains 95414 members 
Mstep: Class 7 contains 9131 members 
Mstep: Class 8 contains 6554 members 
Mstep: Class 9 contains 51504 members 
Mstep: Class 10 contains 105784 members 
Mstep: Class 11 contains 758 members 
Mstep: Class 12 contains 3340 members 
Mstep: Class 13 contains 12444 members 
Mstep: Class 14 contains 627 members 
Mstep: Class 15 contains 104561 members 
Mstep: Class 16 contains 1519 members 
Mstep: Class 17 contains 3630 members 
Mstep: Class 18 contains 1649 members 
Mstep: Class 19 contains 2480 members 
Mstep: Class 20 contains 92632 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 12470 members 
Mstep: Class 23 contains 9274 members 
Mstep: Class 24 contains 5881 members 
Mstep: Class 25 contains 5292 members 
Mstep: Class 26 contains 6023 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 93564 members 
Mstep: Class 29 contains 415 members 
Mstep: Class 30 contains 803 members 
Mstep: Class 31 contains 6828 members 
Mstep: Class 32 contains 9393 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 82260 members 
Mstep: Class 35 contains 9825 members 
Entering Unmasked Estep 
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Iteration 58Q: 36 clusters Score -1.117558e+08 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 116475 members 
Mstep: Class 2 contains 14283 members 
Mstep: Class 3 contains 40630 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 493 members 
Mstep: Class 6 contains 95101 members 
Mstep: Class 7 contains 9148 members 
Mstep: Class 8 contains 6550 members 
Mstep: Class 9 contains 51467 members 
Mstep: Class 10 contains 105592 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 12577 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 104571 members 
Mstep: Class 16 contains 1532 members 
Mstep: Class 17 contains 3636 members 
Mstep: Class 18 contains 1635 members 
Mstep: Class 19 contains 2414 members 
Mstep: Class 20 contains 93674 members 
Mstep: Class 21 contains 4980 members 
Mstep: Class 22 contains 12313 members 
Mstep: Class 23 contains 9297 members 
Mstep: Class 24 contains 5881 members 
Mstep: Class 25 contains 5292 members 
Mstep: Class 26 contains 6052 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 93392 members 
Mstep: Class 29 contains 415 members 
Mstep: Class 30 contains 802 members 
Mstep: Class 31 contains 6831 members 
Mstep: Class 32 contains 9390 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 82028 members 
Mstep: Class 35 contains 9836 members 
Entering Unmasked Estep 
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Iteration 59Q: 36 clusters Score -1.117568e+08 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 116266 members 
Mstep: Class 2 contains 14318 members 
Mstep: Class 3 contains 40678 members 
Mstep: Class 4 contains 2958 members 
Mstep: Class 5 contains 494 members 
Mstep: Class 6 contains 94814 members 
Mstep: Class 7 contains 9149 members 
Mstep: Class 8 contains 6546 members 
Mstep: Class 9 contains 51430 members 
Mstep: Class 10 contains 105374 members 
Mstep: Class 11 contains 770 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 12709 members 
Mstep: Class 14 contains 627 members 
Mstep: Class 15 contains 104480 members 
Mstep: Class 16 contains 1545 members 
Mstep: Class 17 contains 3642 members 
Mstep: Class 18 contains 1625 members 
Mstep: Class 19 contains 2349 members 
Mstep: Class 20 contains 94842 members 
Mstep: Class 21 contains 4985 members 
Mstep: Class 22 contains 12156 members 
Mstep: Class 23 contains 9303 members 
Mstep: Class 24 contains 5888 members 
Mstep: Class 25 contains 5292 members 
Mstep: Class 26 contains 6074 members 
Mstep: Class 27 contains 1325 members 
Mstep: Class 28 contains 93223 members 
Mstep: Class 29 contains 415 members 
Mstep: Class 30 contains 803 members 
Mstep: Class 31 contains 6840 members 
Mstep: Class 32 contains 9390 members 
Mstep: Class 33 contains 2842 members 
Mstep: Class 34 contains 81836 members 
Mstep: Class 35 contains 9842 members 
Entering Unmasked Estep 
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Iteration 60F: 36 clusters Score -1.117584e+08 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 115944 members 
Mstep: Class 2 contains 14361 members 
Mstep: Class 3 contains 40726 members 
Mstep: Class 4 contains 2923 members 
Mstep: Class 5 contains 495 members 
Mstep: Class 6 contains 94476 members 
Mstep: Class 7 contains 9168 members 
Mstep: Class 8 contains 6545 members 
Mstep: Class 9 contains 51404 members 
Mstep: Class 10 contains 105173 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 3358 members 
Mstep: Class 13 contains 12910 members 
Mstep: Class 14 contains 631 members 
Mstep: Class 15 contains 104308 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 3650 members 
Mstep: Class 18 contains 1624 members 
Mstep: Class 19 contains 2284 members 
Mstep: Class 20 contains 96207 members 
Mstep: Class 21 contains 4982 members 
Mstep: Class 22 contains 11991 members 
Mstep: Class 23 contains 9290 members 
Mstep: Class 24 contains 5886 members 
Mstep: Class 25 contains 5290 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 1321 members 
Mstep: Class 28 contains 93001 members 
Mstep: Class 29 contains 433 members 
Mstep: Class 30 contains 817 members 
Mstep: Class 31 contains 6855 members 
Mstep: Class 32 contains 9388 members 
Mstep: Class 33 contains 2850 members 
Mstep: Class 34 contains 81624 members 
Mstep: Class 35 contains 9855 members 
Entering Unmasked Estep 
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Iteration 61Q: 36 clusters Score -1.117603e+08 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 115590 members 
Mstep: Class 2 contains 14404 members 
Mstep: Class 3 contains 40772 members 
Mstep: Class 4 contains 2878 members 
Mstep: Class 5 contains 492 members 
Mstep: Class 6 contains 94089 members 
Mstep: Class 7 contains 9184 members 
Mstep: Class 8 contains 6534 members 
Mstep: Class 9 contains 51359 members 
Mstep: Class 10 contains 105050 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 3358 members 
Mstep: Class 13 contains 13092 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 104051 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 3658 members 
Mstep: Class 18 contains 1625 members 
Mstep: Class 19 contains 2235 members 
Mstep: Class 20 contains 97667 members 
Mstep: Class 21 contains 4982 members 
Mstep: Class 22 contains 11836 members 
Mstep: Class 23 contains 9296 members 
Mstep: Class 24 contains 5894 members 
Mstep: Class 25 contains 5288 members 
Mstep: Class 26 contains 6178 members 
Mstep: Class 27 contains 1321 members 
Mstep: Class 28 contains 92768 members 
Mstep: Class 29 contains 441 members 
Mstep: Class 30 contains 822 members 
Mstep: Class 31 contains 6860 members 
Mstep: Class 32 contains 9389 members 
Mstep: Class 33 contains 2857 members 
Mstep: Class 34 contains 81444 members 
Mstep: Class 35 contains 9868 members 
Entering Unmasked Estep 
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Iteration 62Q: 36 clusters Score -1.117617e+08 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 115287 members 
Mstep: Class 2 contains 14467 members 
Mstep: Class 3 contains 40857 members 
Mstep: Class 4 contains 2825 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 93642 members 
Mstep: Class 7 contains 9194 members 
Mstep: Class 8 contains 6527 members 
Mstep: Class 9 contains 51314 members 
Mstep: Class 10 contains 104924 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 3363 members 
Mstep: Class 13 contains 13281 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 103820 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 3667 members 
Mstep: Class 18 contains 1627 members 
Mstep: Class 19 contains 2179 members 
Mstep: Class 20 contains 99155 members 
Mstep: Class 21 contains 4975 members 
Mstep: Class 22 contains 11678 members 
Mstep: Class 23 contains 9306 members 
Mstep: Class 24 contains 5903 members 
Mstep: Class 25 contains 5288 members 
Mstep: Class 26 contains 6222 members 
Mstep: Class 27 contains 1318 members 
Mstep: Class 28 contains 92443 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 822 members 
Mstep: Class 31 contains 6877 members 
Mstep: Class 32 contains 9391 members 
Mstep: Class 33 contains 2865 members 
Mstep: Class 34 contains 81265 members 
Mstep: Class 35 contains 9874 members 
Entering Unmasked Estep 
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Iteration 63Q: 36 clusters Score -1.11762e+08 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 114952 members 
Mstep: Class 2 contains 14516 members 
Mstep: Class 3 contains 40976 members 
Mstep: Class 4 contains 2813 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 93249 members 
Mstep: Class 7 contains 9201 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 51257 members 
Mstep: Class 10 contains 104836 members 
Mstep: Class 11 contains 768 members 
Mstep: Class 12 contains 3367 members 
Mstep: Class 13 contains 13460 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 103596 members 
Mstep: Class 16 contains 1554 members 
Mstep: Class 17 contains 3670 members 
Mstep: Class 18 contains 1623 members 
Mstep: Class 19 contains 2120 members 
Mstep: Class 20 contains 100603 members 
Mstep: Class 21 contains 4975 members 
Mstep: Class 22 contains 11534 members 
Mstep: Class 23 contains 9338 members 
Mstep: Class 24 contains 5912 members 
Mstep: Class 25 contains 5291 members 
Mstep: Class 26 contains 6274 members 
Mstep: Class 27 contains 1314 members 
Mstep: Class 28 contains 92067 members 
Mstep: Class 29 contains 437 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 6879 members 
Mstep: Class 32 contains 9389 members 
Mstep: Class 33 contains 2867 members 
Mstep: Class 34 contains 81050 members 
Mstep: Class 35 contains 9878 members 
Entering Unmasked Estep 
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Iteration 64Q: 36 clusters Score -1.117627e+08 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 114767 members 
Mstep: Class 2 contains 14537 members 
Mstep: Class 3 contains 41084 members 
Mstep: Class 4 contains 2814 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 92888 members 
Mstep: Class 7 contains 9213 members 
Mstep: Class 8 contains 6525 members 
Mstep: Class 9 contains 51186 members 
Mstep: Class 10 contains 104755 members 
Mstep: Class 11 contains 768 members 
Mstep: Class 12 contains 3365 members 
Mstep: Class 13 contains 13637 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 103407 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 3664 members 
Mstep: Class 18 contains 1626 members 
Mstep: Class 19 contains 2068 members 
Mstep: Class 20 contains 101827 members 
Mstep: Class 21 contains 4973 members 
Mstep: Class 22 contains 11410 members 
Mstep: Class 23 contains 9359 members 
Mstep: Class 24 contains 5933 members 
Mstep: Class 25 contains 5295 members 
Mstep: Class 26 contains 6316 members 
Mstep: Class 27 contains 1310 members 
Mstep: Class 28 contains 91700 members 
Mstep: Class 29 contains 436 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 6885 members 
Mstep: Class 32 contains 9389 members 
Mstep: Class 33 contains 2871 members 
Mstep: Class 34 contains 80843 members 
Mstep: Class 35 contains 9888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111762912.000000 Penalty: 78091.835938
Iteration 65Q: 36 clusters Score -1.117629e+08 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 114675 members 
Mstep: Class 2 contains 14538 members 
Mstep: Class 3 contains 41184 members 
Mstep: Class 4 contains 2798 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 92581 members 
Mstep: Class 7 contains 9227 members 
Mstep: Class 8 contains 6536 members 
Mstep: Class 9 contains 51157 members 
Mstep: Class 10 contains 104673 members 
Mstep: Class 11 contains 768 members 
Mstep: Class 12 contains 3362 members 
Mstep: Class 13 contains 13812 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 103406 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 3662 members 
Mstep: Class 18 contains 1618 members 
Mstep: Class 19 contains 2003 members 
Mstep: Class 20 contains 102801 members 
Mstep: Class 21 contains 4975 members 
Mstep: Class 22 contains 11244 members 
Mstep: Class 23 contains 9361 members 
Mstep: Class 24 contains 5957 members 
Mstep: Class 25 contains 5298 members 
Mstep: Class 26 contains 6345 members 
Mstep: Class 27 contains 1309 members 
Mstep: Class 28 contains 91361 members 
Mstep: Class 29 contains 435 members 
Mstep: Class 30 contains 825 members 
Mstep: Class 31 contains 6880 members 
Mstep: Class 32 contains 9389 members 
Mstep: Class 33 contains 2876 members 
Mstep: Class 34 contains 80613 members 
Mstep: Class 35 contains 9888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111762984.000000 Penalty: 78091.835938
Iteration 66Q: 36 clusters Score -1.11763e+08 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 114767 members 
Mstep: Class 2 contains 14553 members 
Mstep: Class 3 contains 41303 members 
Mstep: Class 4 contains 2786 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 92369 members 
Mstep: Class 7 contains 9245 members 
Mstep: Class 8 contains 6531 members 
Mstep: Class 9 contains 51110 members 
Mstep: Class 10 contains 104623 members 
Mstep: Class 11 contains 769 members 
Mstep: Class 12 contains 3363 members 
Mstep: Class 13 contains 13960 members 
Mstep: Class 14 contains 627 members 
Mstep: Class 15 contains 103456 members 
Mstep: Class 16 contains 1560 members 
Mstep: Class 17 contains 3651 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 1938 members 
Mstep: Class 20 contains 103440 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 11081 members 
Mstep: Class 23 contains 9367 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 5300 members 
Mstep: Class 26 contains 6369 members 
Mstep: Class 27 contains 1308 members 
Mstep: Class 28 contains 91033 members 
Mstep: Class 29 contains 435 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 6879 members 
Mstep: Class 32 contains 9390 members 
Mstep: Class 33 contains 2878 members 
Mstep: Class 34 contains 80361 members 
Mstep: Class 35 contains 9904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111762912.000000 Penalty: 78091.835938
Iteration 67Q: 36 clusters Score -1.117629e+08 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 114995 members 
Mstep: Class 2 contains 14562 members 
Mstep: Class 3 contains 41409 members 
Mstep: Class 4 contains 2785 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 92203 members 
Mstep: Class 7 contains 9257 members 
Mstep: Class 8 contains 6534 members 
Mstep: Class 9 contains 51080 members 
Mstep: Class 10 contains 104561 members 
Mstep: Class 11 contains 770 members 
Mstep: Class 12 contains 3362 members 
Mstep: Class 13 contains 14113 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 103650 members 
Mstep: Class 16 contains 1561 members 
Mstep: Class 17 contains 3641 members 
Mstep: Class 18 contains 1601 members 
Mstep: Class 19 contains 1874 members 
Mstep: Class 20 contains 103714 members 
Mstep: Class 21 contains 4973 members 
Mstep: Class 22 contains 10936 members 
Mstep: Class 23 contains 9373 members 
Mstep: Class 24 contains 5986 members 
Mstep: Class 25 contains 5303 members 
Mstep: Class 26 contains 6403 members 
Mstep: Class 27 contains 1307 members 
Mstep: Class 28 contains 90713 members 
Mstep: Class 29 contains 434 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 6889 members 
Mstep: Class 32 contains 9393 members 
Mstep: Class 33 contains 2879 members 
Mstep: Class 34 contains 80113 members 
Mstep: Class 35 contains 9915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111763064.000000 Penalty: 78091.835938
Iteration 68Q: 36 clusters Score -1.117631e+08 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 115355 members 
Mstep: Class 2 contains 14568 members 
Mstep: Class 3 contains 41500 members 
Mstep: Class 4 contains 2777 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 92065 members 
Mstep: Class 7 contains 9277 members 
Mstep: Class 8 contains 6530 members 
Mstep: Class 9 contains 51049 members 
Mstep: Class 10 contains 104487 members 
Mstep: Class 11 contains 771 members 
Mstep: Class 12 contains 3365 members 
Mstep: Class 13 contains 14238 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 103882 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 3652 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 1808 members 
Mstep: Class 20 contains 103669 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 10831 members 
Mstep: Class 23 contains 9374 members 
Mstep: Class 24 contains 6005 members 
Mstep: Class 25 contains 5309 members 
Mstep: Class 26 contains 6437 members 
Mstep: Class 27 contains 1303 members 
Mstep: Class 28 contains 90490 members 
Mstep: Class 29 contains 433 members 
Mstep: Class 30 contains 822 members 
Mstep: Class 31 contains 6892 members 
Mstep: Class 32 contains 9393 members 
Mstep: Class 33 contains 2884 members 
Mstep: Class 34 contains 79880 members 
Mstep: Class 35 contains 9938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111763760.000000 Penalty: 78091.835938
Iteration 69Q: 36 clusters Score -1.117638e+08 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 115833 members 
Mstep: Class 2 contains 14570 members 
Mstep: Class 3 contains 41570 members 
Mstep: Class 4 contains 2760 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 91964 members 
Mstep: Class 7 contains 9291 members 
Mstep: Class 8 contains 6531 members 
Mstep: Class 9 contains 51032 members 
Mstep: Class 10 contains 104406 members 
Mstep: Class 11 contains 770 members 
Mstep: Class 12 contains 3368 members 
Mstep: Class 13 contains 14362 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 104092 members 
Mstep: Class 16 contains 1567 members 
Mstep: Class 17 contains 3666 members 
Mstep: Class 18 contains 1593 members 
Mstep: Class 19 contains 1740 members 
Mstep: Class 20 contains 103417 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 10741 members 
Mstep: Class 23 contains 9389 members 
Mstep: Class 24 contains 6018 members 
Mstep: Class 25 contains 5316 members 
Mstep: Class 26 contains 6464 members 
Mstep: Class 27 contains 1297 members 
Mstep: Class 28 contains 90309 members 
Mstep: Class 29 contains 432 members 
Mstep: Class 30 contains 822 members 
Mstep: Class 31 contains 6898 members 
Mstep: Class 32 contains 9392 members 
Mstep: Class 33 contains 2892 members 
Mstep: Class 34 contains 79691 members 
Mstep: Class 35 contains 9952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111764000.000000 Penalty: 78091.835938
Iteration 70Q: 36 clusters Score -1.11764e+08 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 116361 members 
Mstep: Class 2 contains 14557 members 
Mstep: Class 3 contains 41630 members 
Mstep: Class 4 contains 2766 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 91880 members 
Mstep: Class 7 contains 9301 members 
Mstep: Class 8 contains 6550 members 
Mstep: Class 9 contains 51025 members 
Mstep: Class 10 contains 104314 members 
Mstep: Class 11 contains 769 members 
Mstep: Class 12 contains 3372 members 
Mstep: Class 13 contains 14495 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 104295 members 
Mstep: Class 16 contains 1568 members 
Mstep: Class 17 contains 3670 members 
Mstep: Class 18 contains 1590 members 
Mstep: Class 19 contains 1699 members 
Mstep: Class 20 contains 102944 members 
Mstep: Class 21 contains 4969 members 
Mstep: Class 22 contains 10667 members 
Mstep: Class 23 contains 9402 members 
Mstep: Class 24 contains 6016 members 
Mstep: Class 25 contains 5325 members 
Mstep: Class 26 contains 6491 members 
Mstep: Class 27 contains 1295 members 
Mstep: Class 28 contains 90211 members 
Mstep: Class 29 contains 431 members 
Mstep: Class 30 contains 822 members 
Mstep: Class 31 contains 6911 members 
Mstep: Class 32 contains 9390 members 
Mstep: Class 33 contains 2897 members 
Mstep: Class 34 contains 79535 members 
Mstep: Class 35 contains 9961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111764272.000000 Penalty: 78091.835938
Iteration 71Q: 36 clusters Score -1.117643e+08 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 116954 members 
Mstep: Class 2 contains 14545 members 
Mstep: Class 3 contains 41698 members 
Mstep: Class 4 contains 2779 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 91871 members 
Mstep: Class 7 contains 9311 members 
Mstep: Class 8 contains 6553 members 
Mstep: Class 9 contains 51038 members 
Mstep: Class 10 contains 104156 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 3371 members 
Mstep: Class 13 contains 14613 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 104468 members 
Mstep: Class 16 contains 1571 members 
Mstep: Class 17 contains 3678 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 1644 members 
Mstep: Class 20 contains 102410 members 
Mstep: Class 21 contains 4969 members 
Mstep: Class 22 contains 10602 members 
Mstep: Class 23 contains 9401 members 
Mstep: Class 24 contains 6021 members 
Mstep: Class 25 contains 5333 members 
Mstep: Class 26 contains 6506 members 
Mstep: Class 27 contains 1296 members 
Mstep: Class 28 contains 90166 members 
Mstep: Class 29 contains 430 members 
Mstep: Class 30 contains 823 members 
Mstep: Class 31 contains 6916 members 
Mstep: Class 32 contains 9388 members 
Mstep: Class 33 contains 2899 members 
Mstep: Class 34 contains 79383 members 
Mstep: Class 35 contains 9958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111764792.000000 Penalty: 78091.835938
Iteration 72Q: 36 clusters Score -1.117648e+08 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 117497 members 
Mstep: Class 2 contains 14546 members 
Mstep: Class 3 contains 41761 members 
Mstep: Class 4 contains 2785 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 91860 members 
Mstep: Class 7 contains 9332 members 
Mstep: Class 8 contains 6555 members 
Mstep: Class 9 contains 51058 members 
Mstep: Class 10 contains 103975 members 
Mstep: Class 11 contains 761 members 
Mstep: Class 12 contains 3367 members 
Mstep: Class 13 contains 14707 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 104615 members 
Mstep: Class 16 contains 1572 members 
Mstep: Class 17 contains 3675 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 101931 members 
Mstep: Class 21 contains 4969 members 
Mstep: Class 22 contains 10536 members 
Mstep: Class 23 contains 9406 members 
Mstep: Class 24 contains 6029 members 
Mstep: Class 25 contains 5338 members 
Mstep: Class 26 contains 6519 members 
Mstep: Class 27 contains 1294 members 
Mstep: Class 28 contains 90125 members 
Mstep: Class 29 contains 429 members 
Mstep: Class 30 contains 821 members 
Mstep: Class 31 contains 6920 members 
Mstep: Class 32 contains 9388 members 
Mstep: Class 33 contains 2909 members 
Mstep: Class 34 contains 79255 members 
Mstep: Class 35 contains 9963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111765464.000000 Penalty: 78091.835938
Iteration 73Q: 36 clusters Score -1.117655e+08 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 117967 members 
Mstep: Class 2 contains 14546 members 
Mstep: Class 3 contains 41834 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 91830 members 
Mstep: Class 7 contains 9354 members 
Mstep: Class 8 contains 6555 members 
Mstep: Class 9 contains 51068 members 
Mstep: Class 10 contains 103799 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 3370 members 
Mstep: Class 13 contains 14806 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 104661 members 
Mstep: Class 16 contains 1570 members 
Mstep: Class 17 contains 3686 members 
Mstep: Class 18 contains 1594 members 
Mstep: Class 19 contains 1585 members 
Mstep: Class 20 contains 101548 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 10482 members 
Mstep: Class 23 contains 9407 members 
Mstep: Class 24 contains 6037 members 
Mstep: Class 25 contains 5339 members 
Mstep: Class 26 contains 6528 members 
Mstep: Class 27 contains 1293 members 
Mstep: Class 28 contains 90134 members 
Mstep: Class 29 contains 429 members 
Mstep: Class 30 contains 822 members 
Mstep: Class 31 contains 6921 members 
Mstep: Class 32 contains 9389 members 
Mstep: Class 33 contains 2910 members 
Mstep: Class 34 contains 79177 members 
Mstep: Class 35 contains 9969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111765912.000000 Penalty: 78091.835938
Iteration 74Q: 36 clusters Score -1.117659e+08 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 118347 members 
Mstep: Class 2 contains 14543 members 
Mstep: Class 3 contains 41913 members 
Mstep: Class 4 contains 2769 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 91798 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 6557 members 
Mstep: Class 9 contains 51074 members 
Mstep: Class 10 contains 103630 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 3375 members 
Mstep: Class 13 contains 14890 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 104712 members 
Mstep: Class 16 contains 1572 members 
Mstep: Class 17 contains 3699 members 
Mstep: Class 18 contains 1588 members 
Mstep: Class 19 contains 1563 members 
Mstep: Class 20 contains 101264 members 
Mstep: Class 21 contains 4971 members 
Mstep: Class 22 contains 10430 members 
Mstep: Class 23 contains 9406 members 
Mstep: Class 24 contains 6050 members 
Mstep: Class 25 contains 5344 members 
Mstep: Class 26 contains 6541 members 
Mstep: Class 27 contains 1288 members 
Mstep: Class 28 contains 90101 members 
Mstep: Class 29 contains 429 members 
Mstep: Class 30 contains 822 members 
Mstep: Class 31 contains 6926 members 
Mstep: Class 32 contains 9385 members 
Mstep: Class 33 contains 2913 members 
Mstep: Class 34 contains 79109 members 
Mstep: Class 35 contains 9966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111765880.000000 Penalty: 78091.835938
Iteration 75Q: 36 clusters Score -1.117659e+08 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 118658 members 
Mstep: Class 2 contains 14552 members 
Mstep: Class 3 contains 42003 members 
Mstep: Class 4 contains 2760 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 91763 members 
Mstep: Class 7 contains 9387 members 
Mstep: Class 8 contains 6554 members 
Mstep: Class 9 contains 51080 members 
Mstep: Class 10 contains 103472 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 3378 members 
Mstep: Class 13 contains 14976 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 104725 members 
Mstep: Class 16 contains 1574 members 
Mstep: Class 17 contains 3712 members 
Mstep: Class 18 contains 1584 members 
Mstep: Class 19 contains 1547 members 
Mstep: Class 20 contains 101081 members 
Mstep: Class 21 contains 4974 members 
Mstep: Class 22 contains 10376 members 
Mstep: Class 23 contains 9412 members 
Mstep: Class 24 contains 6061 members 
Mstep: Class 25 contains 5346 members 
Mstep: Class 26 contains 6555 members 
Mstep: Class 27 contains 1286 members 
Mstep: Class 28 contains 90031 members 
Mstep: Class 29 contains 429 members 
Mstep: Class 30 contains 822 members 
Mstep: Class 31 contains 6933 members 
Mstep: Class 32 contains 9384 members 
Mstep: Class 33 contains 2918 members 
Mstep: Class 34 contains 79050 members 
Mstep: Class 35 contains 9961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111765984.000000 Penalty: 78091.835938
Iteration 76Q: 36 clusters Score -1.11766e+08 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 119000 members 
Mstep: Class 2 contains 14555 members 
Mstep: Class 3 contains 42099 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 91712 members 
Mstep: Class 7 contains 9392 members 
Mstep: Class 8 contains 6551 members 
Mstep: Class 9 contains 51086 members 
Mstep: Class 10 contains 103330 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 3378 members 
Mstep: Class 13 contains 15069 members 
Mstep: Class 14 contains 635 members 
Mstep: Class 15 contains 104729 members 
Mstep: Class 16 contains 1568 members 
Mstep: Class 17 contains 3713 members 
Mstep: Class 18 contains 1585 members 
Mstep: Class 19 contains 1535 members 
Mstep: Class 20 contains 100941 members 
Mstep: Class 21 contains 4970 members 
Mstep: Class 22 contains 10338 members 
Mstep: Class 23 contains 9418 members 
Mstep: Class 24 contains 6069 members 
Mstep: Class 25 contains 5347 members 
Mstep: Class 26 contains 6568 members 
Mstep: Class 27 contains 1286 members 
Mstep: Class 28 contains 89906 members 
Mstep: Class 29 contains 429 members 
Mstep: Class 30 contains 823 members 
Mstep: Class 31 contains 6939 members 
Mstep: Class 32 contains 9382 members 
Mstep: Class 33 contains 2925 members 
Mstep: Class 34 contains 78990 members 
Mstep: Class 35 contains 9958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111766216.000000 Penalty: 78091.835938
Iteration 77Q: 36 clusters Score -1.117662e+08 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 119252 members 
Mstep: Class 2 contains 14543 members 
Mstep: Class 3 contains 42222 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 91684 members 
Mstep: Class 7 contains 9397 members 
Mstep: Class 8 contains 6545 members 
Mstep: Class 9 contains 51108 members 
Mstep: Class 10 contains 103243 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 3377 members 
Mstep: Class 13 contains 15145 members 
Mstep: Class 14 contains 635 members 
Mstep: Class 15 contains 104762 members 
Mstep: Class 16 contains 1568 members 
Mstep: Class 17 contains 3720 members 
Mstep: Class 18 contains 1586 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 100829 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 10273 members 
Mstep: Class 23 contains 9426 members 
Mstep: Class 24 contains 6083 members 
Mstep: Class 25 contains 5356 members 
Mstep: Class 26 contains 6578 members 
Mstep: Class 27 contains 1285 members 
Mstep: Class 28 contains 89732 members 
Mstep: Class 29 contains 429 members 
Mstep: Class 30 contains 823 members 
Mstep: Class 31 contains 6950 members 
Mstep: Class 32 contains 9381 members 
Mstep: Class 33 contains 2930 members 
Mstep: Class 34 contains 78922 members 
Mstep: Class 35 contains 9958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111766432.000000 Penalty: 78091.835938
Iteration 78Q: 36 clusters Score -1.117664e+08 nChanged 2345
Entering ConstructFrom: 
Score: -111766432.000000 Penalty: 78091.835938
Entering ConstructFrom: 
Trying to split cluster 1 (119447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119447 members 
Entering Unmasked Estep 
Score: -14957814.000000 Penalty: 1899.727051
	Iteration 0F: 2 clusters Score -1.495781e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59775 members 
Mstep: Class 2 contains 59672 members 
Entering Unmasked Estep 
Score: -14882965.000000 Penalty: 3799.454102
	Iteration 0F: 3 clusters Score -1.488296e+07 nChanged 57020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59653 members 
Mstep: Class 2 contains 59794 members 
Entering Unmasked Estep 
Score: -14915728.000000 Penalty: 3799.454102
	Iteration 1F: 3 clusters Score -1.491573e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59769 members 
Mstep: Class 2 contains 59678 members 
Entering Unmasked Estep 
Score: -14916365.000000 Penalty: 3799.454102
	Iteration 2Q: 3 clusters Score -1.491636e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59984 members 
Mstep: Class 2 contains 59463 members 
Entering Unmasked Estep 
Score: -14916981.000000 Penalty: 3799.454102
	Iteration 3Q: 3 clusters Score -1.491698e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60326 members 
Mstep: Class 2 contains 59121 members 
Entering Unmasked Estep 
Score: -14918001.000000 Penalty: 3799.454102
	Iteration 4Q: 3 clusters Score -1.4918e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60817 members 
Mstep: Class 2 contains 58630 members 
Entering Unmasked Estep 
Score: -14919413.000000 Penalty: 3799.454102
	Iteration 5Q: 3 clusters Score -1.491941e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61387 members 
Mstep: Class 2 contains 58060 members 
Entering Unmasked Estep 
Score: -14921561.000000 Penalty: 3799.454102
	Iteration 6Q: 3 clusters Score -1.492156e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62060 members 
Mstep: Class 2 contains 57387 members 
Entering Unmasked Estep 
Score: -14924553.000000 Penalty: 3799.454102
	Iteration 7Q: 3 clusters Score -1.492455e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62577 members 
Mstep: Class 2 contains 56870 members 
Entering Unmasked Estep 
Score: -14928686.000000 Penalty: 3799.454102
	Iteration 8F: 3 clusters Score -1.492869e+07 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62738 members 
Mstep: Class 2 contains 56709 members 
Entering Unmasked Estep 
Score: -14933588.000000 Penalty: 3799.454102
	Iteration 9F: 3 clusters Score -1.493359e+07 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62652 members 
Mstep: Class 2 contains 56795 members 
Entering Unmasked Estep 
Score: -14938648.000000 Penalty: 3799.454102
	Iteration 10F: 3 clusters Score -1.493865e+07 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62170 members 
Mstep: Class 2 contains 57277 members 
Entering Unmasked Estep 
Score: -14942915.000000 Penalty: 3799.454102
	Iteration 11F: 3 clusters Score -1.494292e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61537 members 
Mstep: Class 2 contains 57910 members 
Entering Unmasked Estep 
Score: -14945282.000000 Penalty: 3799.454102
	Iteration 12Q: 3 clusters Score -1.494528e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60850 members 
Mstep: Class 2 contains 58597 members 
Entering Unmasked Estep 
Score: -14946289.000000 Penalty: 3799.454102
	Iteration 13Q: 3 clusters Score -1.494629e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60124 members 
Mstep: Class 2 contains 59323 members 
Entering Unmasked Estep 
Score: -14946848.000000 Penalty: 3799.454102
	Iteration 14Q: 3 clusters Score -1.494685e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59328 members 
Mstep: Class 2 contains 60119 members 
Entering Unmasked Estep 
Score: -14947218.000000 Penalty: 3799.454102
	Iteration 15Q: 3 clusters Score -1.494722e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58443 members 
Mstep: Class 2 contains 61004 members 
Entering Unmasked Estep 
Score: -14947574.000000 Penalty: 3799.454102
	Iteration 16Q: 3 clusters Score -1.494757e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57472 members 
Mstep: Class 2 contains 61975 members 
Entering Unmasked Estep 
Score: -14947886.000000 Penalty: 3799.454102
	Iteration 17Q: 3 clusters Score -1.494789e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56397 members 
Mstep: Class 2 contains 63050 members 
Entering Unmasked Estep 
Score: -14948264.000000 Penalty: 3799.454102
	Iteration 18Q: 3 clusters Score -1.494826e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55226 members 
Mstep: Class 2 contains 64221 members 
Entering Unmasked Estep 
Score: -14948761.000000 Penalty: 3799.454102
	Iteration 19Q: 3 clusters Score -1.494876e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 65523 members 
Entering Unmasked Estep 
Score: -14949200.000000 Penalty: 3799.454102
	Iteration 20F: 3 clusters Score -1.49492e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52623 members 
Mstep: Class 2 contains 66824 members 
Entering Unmasked Estep 
Score: -14949531.000000 Penalty: 3799.454102
	Iteration 21Q: 3 clusters Score -1.494953e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 68105 members 
Entering Unmasked Estep 
Score: -14949943.000000 Penalty: 3799.454102
	Iteration 22Q: 3 clusters Score -1.494994e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50061 members 
Mstep: Class 2 contains 69386 members 
Entering Unmasked Estep 
Score: -14950308.000000 Penalty: 3799.454102
	Iteration 23Q: 3 clusters Score -1.495031e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 70715 members 
Entering Unmasked Estep 
Score: -14950609.000000 Penalty: 3799.454102
	Iteration 24Q: 3 clusters Score -1.495061e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47379 members 
Mstep: Class 2 contains 72068 members 
Entering Unmasked Estep 
Score: -14950846.000000 Penalty: 3799.454102
	Iteration 25Q: 3 clusters Score -1.495085e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 73448 members 
Entering Unmasked Estep 
Score: -14951166.000000 Penalty: 3799.454102
	Iteration 26Q: 3 clusters Score -1.495117e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 74901 members 
Entering Unmasked Estep 
Score: -14951495.000000 Penalty: 3799.454102
	Iteration 27Q: 3 clusters Score -1.49515e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 76447 members 
Entering Unmasked Estep 
Score: -14951788.000000 Penalty: 3799.454102
	Iteration 28Q: 3 clusters Score -1.495179e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 78017 members 
Entering Unmasked Estep 
Score: -14952209.000000 Penalty: 3799.454102
	Iteration 29Q: 3 clusters Score -1.495221e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 79595 members 
Entering Unmasked Estep 
Score: -14952594.000000 Penalty: 3799.454102
	Iteration 30Q: 3 clusters Score -1.495259e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 81120 members 
Entering Unmasked Estep 
Score: -14952942.000000 Penalty: 3799.454102
	Iteration 31Q: 3 clusters Score -1.495294e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 82603 members 
Entering Unmasked Estep 
Score: -14953230.000000 Penalty: 3799.454102
	Iteration 32Q: 3 clusters Score -1.495323e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 84131 members 
Entering Unmasked Estep 
Score: -14953715.000000 Penalty: 3799.454102
	Iteration 33Q: 3 clusters Score -1.495372e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 85642 members 
Entering Unmasked Estep 
Score: -14954094.000000 Penalty: 3799.454102
	Iteration 34Q: 3 clusters Score -1.495409e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 87102 members 
Entering Unmasked Estep 
Score: -14954402.000000 Penalty: 3799.454102
	Iteration 35Q: 3 clusters Score -1.49544e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 88537 members 
Entering Unmasked Estep 
Score: -14954747.000000 Penalty: 3799.454102
	Iteration 36Q: 3 clusters Score -1.495475e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 89992 members 
Entering Unmasked Estep 
Score: -14955120.000000 Penalty: 3799.454102
	Iteration 37Q: 3 clusters Score -1.495512e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 91511 members 
Entering Unmasked Estep 
Score: -14955552.000000 Penalty: 3799.454102
	Iteration 38Q: 3 clusters Score -1.495555e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 93009 members 
Entering Unmasked Estep 
Score: -14956019.000000 Penalty: 3799.454102
	Iteration 39Q: 3 clusters Score -1.495602e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 94541 members 
Entering Unmasked Estep 
Score: -14956405.000000 Penalty: 3799.454102
	Iteration 40F: 3 clusters Score -1.49564e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 96161 members 
Entering Unmasked Estep 
Score: -14956850.000000 Penalty: 3799.454102
	Iteration 41Q: 3 clusters Score -1.495685e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 97791 members 
Entering Unmasked Estep 
Score: -14957244.000000 Penalty: 3799.454102
	Iteration 42Q: 3 clusters Score -1.495724e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 99354 members 
Entering Unmasked Estep 
Score: -14957527.000000 Penalty: 3799.454102
	Iteration 43Q: 3 clusters Score -1.495753e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 100841 members 
Entering Unmasked Estep 
Score: -14957751.000000 Penalty: 3799.454102
	Iteration 44Q: 3 clusters Score -1.495775e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 102221 members 
Entering Unmasked Estep 
Score: -14958037.000000 Penalty: 3799.454102
	Iteration 45Q: 3 clusters Score -1.495804e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 103421 members 
Entering Unmasked Estep 
Score: -14958134.000000 Penalty: 3799.454102
	Iteration 46Q: 3 clusters Score -1.495813e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 104587 members 
Entering Unmasked Estep 
Score: -14958137.000000 Penalty: 3799.454102
	Iteration 47Q: 3 clusters Score -1.495814e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 105706 members 
Entering Unmasked Estep 
Score: -14958173.000000 Penalty: 3799.454102
	Iteration 48Q: 3 clusters Score -1.495817e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 106742 members 
Entering Unmasked Estep 
Score: -14958183.000000 Penalty: 3799.454102
	Iteration 49Q: 3 clusters Score -1.495818e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 107653 members 
Entering Unmasked Estep 
Score: -14958108.000000 Penalty: 3799.454102
	Iteration 50Q: 3 clusters Score -1.495811e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 108490 members 
Entering Unmasked Estep 
Score: -14958019.000000 Penalty: 3799.454102
	Iteration 51Q: 3 clusters Score -1.495802e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 109241 members 
Entering Unmasked Estep 
Score: -14958007.000000 Penalty: 3799.454102
	Iteration 52Q: 3 clusters Score -1.495801e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 109918 members 
Entering Unmasked Estep 
Score: -14957986.000000 Penalty: 3799.454102
	Iteration 53Q: 3 clusters Score -1.495799e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 110583 members 
Entering Unmasked Estep 
Score: -14957899.000000 Penalty: 3799.454102
	Iteration 54Q: 3 clusters Score -1.49579e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 111173 members 
Entering Unmasked Estep 
Score: -14957850.000000 Penalty: 3799.454102
	Iteration 55Q: 3 clusters Score -1.495785e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 111688 members 
Entering Unmasked Estep 
Score: -14957821.000000 Penalty: 3799.454102
	Iteration 56Q: 3 clusters Score -1.495782e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 112185 members 
Entering Unmasked Estep 
Score: -14957754.000000 Penalty: 3799.454102
	Iteration 57Q: 3 clusters Score -1.495775e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 112671 members 
Entering Unmasked Estep 
Score: -14957684.000000 Penalty: 3799.454102
	Iteration 58Q: 3 clusters Score -1.495768e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 113084 members 
Entering Unmasked Estep 
Score: -14957673.000000 Penalty: 3799.454102
	Iteration 59Q: 3 clusters Score -1.495767e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 113453 members 
Entering Unmasked Estep 
Score: -14957616.000000 Penalty: 3799.454102
	Iteration 60F: 3 clusters Score -1.495762e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 113819 members 
Entering Unmasked Estep 
Score: -14957524.000000 Penalty: 3799.454102
	Iteration 61Q: 3 clusters Score -1.495752e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 114132 members 
Entering Unmasked Estep 
Score: -14957482.000000 Penalty: 3799.454102
	Iteration 62Q: 3 clusters Score -1.495748e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 114431 members 
Entering Unmasked Estep 
Score: -14957453.000000 Penalty: 3799.454102
	Iteration 63Q: 3 clusters Score -1.495745e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 114705 members 
Entering Unmasked Estep 
Score: -14957396.000000 Penalty: 3799.454102
	Iteration 64Q: 3 clusters Score -1.49574e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 114957 members 
Entering Unmasked Estep 
Score: -14957415.000000 Penalty: 3799.454102
	Iteration 65Q: 3 clusters Score -1.495742e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 115187 members 
Entering Unmasked Estep 
Score: -14957376.000000 Penalty: 3799.454102
	Iteration 66Q: 3 clusters Score -1.495738e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 115385 members 
Entering Unmasked Estep 
Score: -14957304.000000 Penalty: 3799.454102
	Iteration 67Q: 3 clusters Score -1.49573e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 115560 members 
Entering Unmasked Estep 
Score: -14957262.000000 Penalty: 3799.454102
	Iteration 68Q: 3 clusters Score -1.495726e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 115739 members 
Entering Unmasked Estep 
Score: -14957201.000000 Penalty: 3799.454102
	Iteration 69Q: 3 clusters Score -1.49572e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 115934 members 
Entering Unmasked Estep 
Score: -14957197.000000 Penalty: 3799.454102
	Iteration 70Q: 3 clusters Score -1.49572e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 116130 members 
Entering Unmasked Estep 
Score: -14957150.000000 Penalty: 3799.454102
	Iteration 71Q: 3 clusters Score -1.495715e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 116306 members 
Entering Unmasked Estep 
Score: -14957097.000000 Penalty: 3799.454102
	Iteration 72Q: 3 clusters Score -1.49571e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 116471 members 
Entering Unmasked Estep 
Score: -14957074.000000 Penalty: 3799.454102
	Iteration 73Q: 3 clusters Score -1.495707e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 116615 members 
Entering Unmasked Estep 
Score: -14957060.000000 Penalty: 3799.454102
	Iteration 74Q: 3 clusters Score -1.495706e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 116749 members 
Entering Unmasked Estep 
Score: -14957042.000000 Penalty: 3799.454102
	Iteration 75Q: 3 clusters Score -1.495704e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 116858 members 
Entering Unmasked Estep 
Score: -14957049.000000 Penalty: 3799.454102
	Iteration 76Q: 3 clusters Score -1.495705e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 116962 members 
Entering Unmasked Estep 
Score: -14956997.000000 Penalty: 3799.454102
	Iteration 77Q: 3 clusters Score -1.4957e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 117050 members 
Entering Unmasked Estep 
Score: -14957004.000000 Penalty: 3799.454102
	Iteration 78Q: 3 clusters Score -1.4957e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 117132 members 
Entering Unmasked Estep 
Score: -14956981.000000 Penalty: 3799.454102
	Iteration 79Q: 3 clusters Score -1.495698e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 117203 members 
Entering Unmasked Estep 
Score: -14956962.000000 Penalty: 3799.454102
	Iteration 80F: 3 clusters Score -1.495696e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 117274 members 
Entering Unmasked Estep 
Score: -14956977.000000 Penalty: 3799.454102
	Iteration 81Q: 3 clusters Score -1.495698e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 117336 members 
Entering Unmasked Estep 
Score: -14956953.000000 Penalty: 3799.454102
	Iteration 82Q: 3 clusters Score -1.495695e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 117379 members 
Entering Unmasked Estep 
Score: -14956940.000000 Penalty: 3799.454102
	Iteration 83Q: 3 clusters Score -1.495694e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 117419 members 
Entering Unmasked Estep 
Score: -14956955.000000 Penalty: 3799.454102
	Iteration 84Q: 3 clusters Score -1.495696e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 117456 members 
Entering Unmasked Estep 
Score: -14956927.000000 Penalty: 3799.454102
	Iteration 85Q: 3 clusters Score -1.495693e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 117486 members 
Entering Unmasked Estep 
Score: -14956934.000000 Penalty: 3799.454102
	Iteration 86Q: 3 clusters Score -1.495693e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 117517 members 
Entering Unmasked Estep 
Score: -14956937.000000 Penalty: 3799.454102
	Iteration 87Q: 3 clusters Score -1.495694e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 117544 members 
Entering Unmasked Estep 
Score: -14956923.000000 Penalty: 3799.454102
	Iteration 88Q: 3 clusters Score -1.495692e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 117570 members 
Entering Unmasked Estep 
Score: -14956912.000000 Penalty: 3799.454102
	Iteration 89Q: 3 clusters Score -1.495691e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 117592 members 
Entering Unmasked Estep 
Score: -14956898.000000 Penalty: 3799.454102
	Iteration 90Q: 3 clusters Score -1.49569e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 117610 members 
Entering Unmasked Estep 
Score: -14956891.000000 Penalty: 3799.454102
	Iteration 91Q: 3 clusters Score -1.495689e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 117622 members 
Entering Unmasked Estep 
Score: -14956896.000000 Penalty: 3799.454102
	Iteration 92Q: 3 clusters Score -1.49569e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 117638 members 
Entering Unmasked Estep 
Score: -14956901.000000 Penalty: 3799.454102
	Iteration 93Q: 3 clusters Score -1.49569e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 117658 members 
Entering Unmasked Estep 
Score: -14956897.000000 Penalty: 3799.454102
	Iteration 94Q: 3 clusters Score -1.49569e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 117685 members 
Entering Unmasked Estep 
Score: -14956914.000000 Penalty: 3799.454102
	Iteration 95Q: 3 clusters Score -1.495691e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 117698 members 
Entering Unmasked Estep 
Score: -14956904.000000 Penalty: 3799.454102
	Iteration 96Q: 3 clusters Score -1.49569e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 117708 members 
Entering Unmasked Estep 
Score: -14956899.000000 Penalty: 3799.454102
	Iteration 97Q: 3 clusters Score -1.49569e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 117718 members 
Entering Unmasked Estep 
Score: -14956896.000000 Penalty: 3799.454102
	Iteration 98Q: 3 clusters Score -1.49569e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 117727 members 
Entering Unmasked Estep 
Score: -14956883.000000 Penalty: 3799.454102
	Iteration 99Q: 3 clusters Score -1.495688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 117733 members 
Entering Unmasked Estep 
Score: -14956878.000000 Penalty: 3799.454102
	Iteration 100F: 3 clusters Score -1.495688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 117740 members 
Entering Unmasked Estep 
Score: -14956864.000000 Penalty: 3799.454102
	Iteration 101Q: 3 clusters Score -1.495686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 117744 members 
Entering Unmasked Estep 
Score: -14956863.000000 Penalty: 3799.454102
	Iteration 102Q: 3 clusters Score -1.495686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 117747 members 
Entering Unmasked Estep 
Score: -14956868.000000 Penalty: 3799.454102
	Iteration 103Q: 3 clusters Score -1.495687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 117752 members 
Entering Unmasked Estep 
Score: -14956865.000000 Penalty: 3799.454102
	Iteration 104Q: 3 clusters Score -1.495686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 117758 members 
Entering Unmasked Estep 
Score: -14956859.000000 Penalty: 3799.454102
	Iteration 105Q: 3 clusters Score -1.495686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 117765 members 
Entering Unmasked Estep 
Score: -14956862.000000 Penalty: 3799.454102
	Iteration 106Q: 3 clusters Score -1.495686e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 117777 members 
Entering Unmasked Estep 
Score: -14956855.000000 Penalty: 3799.454102
	Iteration 107Q: 3 clusters Score -1.495686e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 117794 members 
Entering Unmasked Estep 
Score: -14956849.000000 Penalty: 3799.454102
	Iteration 108Q: 3 clusters Score -1.495685e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 117811 members 
Entering Unmasked Estep 
Score: -14956840.000000 Penalty: 3799.454102
	Iteration 109Q: 3 clusters Score -1.495684e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 117825 members 
Entering Unmasked Estep 
Score: -14956846.000000 Penalty: 3799.454102
	Iteration 110Q: 3 clusters Score -1.495685e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 117837 members 
Entering Unmasked Estep 
Score: -14956848.000000 Penalty: 3799.454102
	Iteration 111Q: 3 clusters Score -1.495685e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 117849 members 
Entering Unmasked Estep 
Score: -14956853.000000 Penalty: 3799.454102
	Iteration 112Q: 3 clusters Score -1.495685e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 117861 members 
Entering Unmasked Estep 
Score: -14956852.000000 Penalty: 3799.454102
	Iteration 113Q: 3 clusters Score -1.495685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 117865 members 
Entering Unmasked Estep 
Score: -14956850.000000 Penalty: 3799.454102
	Iteration 114Q: 3 clusters Score -1.495685e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 117868 members 
Entering Unmasked Estep 
Score: -14956844.000000 Penalty: 3799.454102
	Iteration 115Q: 3 clusters Score -1.495684e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 117873 members 
Entering Unmasked Estep 
Score: -14956838.000000 Penalty: 3799.454102
	Iteration 116Q: 3 clusters Score -1.495684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 117882 members 
Entering Unmasked Estep 
Score: -14956825.000000 Penalty: 3799.454102
	Iteration 117Q: 3 clusters Score -1.495682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 117890 members 
Entering Unmasked Estep 
Score: -14956814.000000 Penalty: 3799.454102
	Iteration 118Q: 3 clusters Score -1.495681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 117898 members 
Entering Unmasked Estep 
Score: -14956812.000000 Penalty: 3799.454102
	Iteration 119Q: 3 clusters Score -1.495681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 117906 members 
Entering Unmasked Estep 
Score: -14956812.000000 Penalty: 3799.454102
	Iteration 120F: 3 clusters Score -1.495681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 117907 members 
Entering Unmasked Estep 
Score: -14956821.000000 Penalty: 3799.454102
	Iteration 121Q: 3 clusters Score -1.495682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 117909 members 
Entering Unmasked Estep 
Score: -14956818.000000 Penalty: 3799.454102
	Iteration 122Q: 3 clusters Score -1.495682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 117910 members 
Entering Unmasked Estep 
Score: -14956816.000000 Penalty: 3799.454102
	Iteration 123Q: 3 clusters Score -1.495682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 117912 members 
Entering Unmasked Estep 
Score: -14956822.000000 Penalty: 3799.454102
	Iteration 124Q: 3 clusters Score -1.495682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 117915 members 
Entering Unmasked Estep 
Score: -14956813.000000 Penalty: 3799.454102
	Iteration 125Q: 3 clusters Score -1.495681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 117917 members 
Entering Unmasked Estep 
Score: -14956820.000000 Penalty: 3799.454102
	Iteration 126Q: 3 clusters Score -1.495682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 117920 members 
Entering Unmasked Estep 
Score: -14956829.000000 Penalty: 3799.454102
	Iteration 127Q: 3 clusters Score -1.495683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 117923 members 
Entering Unmasked Estep 
Score: -14956824.000000 Penalty: 3799.454102
	Iteration 128Q: 3 clusters Score -1.495682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 117929 members 
Entering Unmasked Estep 
Score: -14956817.000000 Penalty: 3799.454102
	Iteration 129Q: 3 clusters Score -1.495682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 117932 members 
Entering Unmasked Estep 
Score: -14956817.000000 Penalty: 3799.454102
	Iteration 130Q: 3 clusters Score -1.495682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 117932 members 
Entering Unmasked Estep 
Score: -14956817.000000 Penalty: 3799.454102
	Iteration 131F: 3 clusters Score -1.495682e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Entering Unmasked Estep 
Score: -1810047.750000 Penalty: 1557.540527
	Iteration 0F: 2 clusters Score -1810048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1799825.875000 Penalty: 3115.081055
	Iteration 0F: 3 clusters Score -1799826 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1803538.750000 Penalty: 3115.081055
	Iteration 1F: 3 clusters Score -1803539 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1804145.750000 Penalty: 3115.081055
	Iteration 2F: 3 clusters Score -1804146 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1804840.500000 Penalty: 3115.081055
	Iteration 3F: 3 clusters Score -1804840 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1805381.750000 Penalty: 3115.081055
	Iteration 4F: 3 clusters Score -1805382 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1805853.375000 Penalty: 3115.081055
	Iteration 5F: 3 clusters Score -1805853 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1806278.875000 Penalty: 3115.081055
	Iteration 6F: 3 clusters Score -1806279 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1806671.625000 Penalty: 3115.081055
	Iteration 7F: 3 clusters Score -1806672 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1807018.500000 Penalty: 3115.081055
	Iteration 8Q: 3 clusters Score -1807018 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1807358.625000 Penalty: 3115.081055
	Iteration 9Q: 3 clusters Score -1807359 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1807687.625000 Penalty: 3115.081055
	Iteration 10Q: 3 clusters Score -1807688 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1808016.125000 Penalty: 3115.081055
	Iteration 11Q: 3 clusters Score -1808016 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1808374.000000 Penalty: 3115.081055
	Iteration 12Q: 3 clusters Score -1808374 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1808723.000000 Penalty: 3115.081055
	Iteration 13Q: 3 clusters Score -1808723 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1809038.250000 Penalty: 3115.081055
	Iteration 14Q: 3 clusters Score -1809038 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1809257.250000 Penalty: 3115.081055
	Iteration 15Q: 3 clusters Score -1809257 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1809426.125000 Penalty: 3115.081055
	Iteration 16Q: 3 clusters Score -1809426 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1809536.750000 Penalty: 3115.081055
	Iteration 17Q: 3 clusters Score -1809537 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1809616.125000 Penalty: 3115.081055
	Iteration 18Q: 3 clusters Score -1809616 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1809666.375000 Penalty: 3115.081055
	Iteration 19Q: 3 clusters Score -1809666 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1809713.875000 Penalty: 3115.081055
	Iteration 20F: 3 clusters Score -1809714 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1809757.625000 Penalty: 3115.081055
	Iteration 21Q: 3 clusters Score -1809758 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1809781.000000 Penalty: 3115.081055
	Iteration 22Q: 3 clusters Score -1809781 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1809802.750000 Penalty: 3115.081055
	Iteration 23Q: 3 clusters Score -1809803 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1809812.125000 Penalty: 3115.081055
	Iteration 24Q: 3 clusters Score -1809812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1809819.000000 Penalty: 3115.081055
	Iteration 25Q: 3 clusters Score -1809819 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1809825.750000 Penalty: 3115.081055
	Iteration 26Q: 3 clusters Score -1809826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1809830.125000 Penalty: 3115.081055
	Iteration 27Q: 3 clusters Score -1809830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1809832.750000 Penalty: 3115.081055
	Iteration 28Q: 3 clusters Score -1809833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1809831.625000 Penalty: 3115.081055
	Iteration 29Q: 3 clusters Score -1809832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1809836.000000 Penalty: 3115.081055
	Iteration 30Q: 3 clusters Score -1809836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1809840.750000 Penalty: 3115.081055
	Iteration 31Q: 3 clusters Score -1809841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1809841.250000 Penalty: 3115.081055
	Iteration 32Q: 3 clusters Score -1809841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1809843.625000 Penalty: 3115.081055
	Iteration 33Q: 3 clusters Score -1809844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1809844.250000 Penalty: 3115.081055
	Iteration 34Q: 3 clusters Score -1809844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1809848.500000 Penalty: 3115.081055
	Iteration 35Q: 3 clusters Score -1809848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1809851.000000 Penalty: 3115.081055
	Iteration 36Q: 3 clusters Score -1809851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1809851.750000 Penalty: 3115.081055
	Iteration 37Q: 3 clusters Score -1809852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1809853.375000 Penalty: 3115.081055
	Iteration 38Q: 3 clusters Score -1809853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1809853.125000 Penalty: 3115.081055
	Iteration 39Q: 3 clusters Score -1809853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1809855.000000 Penalty: 3115.081055
	Iteration 40F: 3 clusters Score -1809855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1809859.375000 Penalty: 3115.081055
	Iteration 41Q: 3 clusters Score -1809859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1809859.625000 Penalty: 3115.081055
	Iteration 42Q: 3 clusters Score -1809860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1809859.125000 Penalty: 3115.081055
	Iteration 43Q: 3 clusters Score -1809859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1809861.875000 Penalty: 3115.081055
	Iteration 44Q: 3 clusters Score -1809862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1809861.875000 Penalty: 3115.081055
	Iteration 45F: 3 clusters Score -1809862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Entering Unmasked Estep 
Score: -5256774.500000 Penalty: 1731.207031
	Iteration 0F: 2 clusters Score -5256774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -5228265.000000 Penalty: 3462.414062
	Iteration 0F: 3 clusters Score -5228265 nChanged 19855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -5239798.500000 Penalty: 3462.414062
	Iteration 1F: 3 clusters Score -5239798 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -5240576.500000 Penalty: 3462.414062
	Iteration 2Q: 3 clusters Score -5240576 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -5241614.000000 Penalty: 3462.414062
	Iteration 3Q: 3 clusters Score -5241614 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -5242929.000000 Penalty: 3462.414062
	Iteration 4F: 3 clusters Score -5242929 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -5244455.000000 Penalty: 3462.414062
	Iteration 5F: 3 clusters Score -5244455 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -5246178.500000 Penalty: 3462.414062
	Iteration 6F: 3 clusters Score -5246178 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -5247738.500000 Penalty: 3462.414062
	Iteration 7F: 3 clusters Score -5247738 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -5248917.500000 Penalty: 3462.414062
	Iteration 8F: 3 clusters Score -5248918 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -5249518.500000 Penalty: 3462.414062
	Iteration 9Q: 3 clusters Score -5249518 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -5249795.500000 Penalty: 3462.414062
	Iteration 10Q: 3 clusters Score -5249796 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -5249914.000000 Penalty: 3462.414062
	Iteration 11Q: 3 clusters Score -5249914 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -5249950.500000 Penalty: 3462.414062
	Iteration 12Q: 3 clusters Score -5249950 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -5249998.000000 Penalty: 3462.414062
	Iteration 13Q: 3 clusters Score -5249998 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -5250021.000000 Penalty: 3462.414062
	Iteration 14Q: 3 clusters Score -5250021 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -5250034.000000 Penalty: 3462.414062
	Iteration 15Q: 3 clusters Score -5250034 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -5250049.000000 Penalty: 3462.414062
	Iteration 16Q: 3 clusters Score -5250049 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -5250081.500000 Penalty: 3462.414062
	Iteration 17Q: 3 clusters Score -5250082 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -5250139.500000 Penalty: 3462.414062
	Iteration 18Q: 3 clusters Score -5250140 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -5250156.500000 Penalty: 3462.414062
	Iteration 19Q: 3 clusters Score -5250156 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -5250138.500000 Penalty: 3462.414062
	Iteration 20F: 3 clusters Score -5250138 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -5250179.500000 Penalty: 3462.414062
	Iteration 21Q: 3 clusters Score -5250180 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -5250207.000000 Penalty: 3462.414062
	Iteration 22Q: 3 clusters Score -5250207 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -5250215.000000 Penalty: 3462.414062
	Iteration 23Q: 3 clusters Score -5250215 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -5250223.500000 Penalty: 3462.414062
	Iteration 24Q: 3 clusters Score -5250224 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -5250244.500000 Penalty: 3462.414062
	Iteration 25Q: 3 clusters Score -5250244 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -5250261.500000 Penalty: 3462.414062
	Iteration 26Q: 3 clusters Score -5250262 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -5250265.500000 Penalty: 3462.414062
	Iteration 27Q: 3 clusters Score -5250266 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -5250299.000000 Penalty: 3462.414062
	Iteration 28Q: 3 clusters Score -5250299 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -5250316.500000 Penalty: 3462.414062
	Iteration 29Q: 3 clusters Score -5250316 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -5250340.500000 Penalty: 3462.414062
	Iteration 30Q: 3 clusters Score -5250340 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -5250353.000000 Penalty: 3462.414062
	Iteration 31Q: 3 clusters Score -5250353 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -5250347.000000 Penalty: 3462.414062
	Iteration 32Q: 3 clusters Score -5250347 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -5250374.000000 Penalty: 3462.414062
	Iteration 33Q: 3 clusters Score -5250374 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -5250413.000000 Penalty: 3462.414062
	Iteration 34Q: 3 clusters Score -5250413 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -5250415.000000 Penalty: 3462.414062
	Iteration 35Q: 3 clusters Score -5250415 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -5250433.000000 Penalty: 3462.414062
	Iteration 36Q: 3 clusters Score -5250433 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -5250455.500000 Penalty: 3462.414062
	Iteration 37Q: 3 clusters Score -5250456 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -5250475.000000 Penalty: 3462.414062
	Iteration 38Q: 3 clusters Score -5250475 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -5250479.000000 Penalty: 3462.414062
	Iteration 39Q: 3 clusters Score -5250479 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -5250498.500000 Penalty: 3462.414062
	Iteration 40F: 3 clusters Score -5250498 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -5250513.000000 Penalty: 3462.414062
	Iteration 41Q: 3 clusters Score -5250513 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -5250535.000000 Penalty: 3462.414062
	Iteration 42Q: 3 clusters Score -5250535 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -5250563.000000 Penalty: 3462.414062
	Iteration 43Q: 3 clusters Score -5250563 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -5250579.500000 Penalty: 3462.414062
	Iteration 44Q: 3 clusters Score -5250580 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -5250604.000000 Penalty: 3462.414062
	Iteration 45Q: 3 clusters Score -5250604 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -5250622.500000 Penalty: 3462.414062
	Iteration 46Q: 3 clusters Score -5250622 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -5250650.000000 Penalty: 3462.414062
	Iteration 47Q: 3 clusters Score -5250650 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -5250692.000000 Penalty: 3462.414062
	Iteration 48Q: 3 clusters Score -5250692 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -5250728.000000 Penalty: 3462.414062
	Iteration 49Q: 3 clusters Score -5250728 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -5250768.500000 Penalty: 3462.414062
	Iteration 50Q: 3 clusters Score -5250768 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -5250782.500000 Penalty: 3462.414062
	Iteration 51Q: 3 clusters Score -5250782 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -5250824.500000 Penalty: 3462.414062
	Iteration 52Q: 3 clusters Score -5250824 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -5250895.000000 Penalty: 3462.414062
	Iteration 53Q: 3 clusters Score -5250895 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -5250964.500000 Penalty: 3462.414062
	Iteration 54Q: 3 clusters Score -5250964 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -5251049.000000 Penalty: 3462.414062
	Iteration 55Q: 3 clusters Score -5251049 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -5251141.500000 Penalty: 3462.414062
	Iteration 56Q: 3 clusters Score -5251142 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -5251224.000000 Penalty: 3462.414062
	Iteration 57Q: 3 clusters Score -5251224 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -5251313.500000 Penalty: 3462.414062
	Iteration 58Q: 3 clusters Score -5251314 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -5251457.000000 Penalty: 3462.414062
	Iteration 59Q: 3 clusters Score -5251457 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -5251584.000000 Penalty: 3462.414062
	Iteration 60F: 3 clusters Score -5251584 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -5251728.000000 Penalty: 3462.414062
	Iteration 61Q: 3 clusters Score -5251728 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -5251927.000000 Penalty: 3462.414062
	Iteration 62Q: 3 clusters Score -5251927 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -5252141.000000 Penalty: 3462.414062
	Iteration 63Q: 3 clusters Score -5252141 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -5252345.000000 Penalty: 3462.414062
	Iteration 64Q: 3 clusters Score -5252345 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -5252551.000000 Penalty: 3462.414062
	Iteration 65Q: 3 clusters Score -5252551 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -5252766.500000 Penalty: 3462.414062
	Iteration 66Q: 3 clusters Score -5252766 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -5252958.000000 Penalty: 3462.414062
	Iteration 67Q: 3 clusters Score -5252958 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -5253159.500000 Penalty: 3462.414062
	Iteration 68Q: 3 clusters Score -5253160 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -5253374.000000 Penalty: 3462.414062
	Iteration 69Q: 3 clusters Score -5253374 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -5253608.500000 Penalty: 3462.414062
	Iteration 70Q: 3 clusters Score -5253608 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -5253851.000000 Penalty: 3462.414062
	Iteration 71Q: 3 clusters Score -5253851 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -5254086.000000 Penalty: 3462.414062
	Iteration 72Q: 3 clusters Score -5254086 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -5254360.000000 Penalty: 3462.414062
	Iteration 73Q: 3 clusters Score -5254360 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -5254586.000000 Penalty: 3462.414062
	Iteration 74Q: 3 clusters Score -5254586 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -5254779.000000 Penalty: 3462.414062
	Iteration 75Q: 3 clusters Score -5254779 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -5254948.500000 Penalty: 3462.414062
	Iteration 76Q: 3 clusters Score -5254948 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -5255086.500000 Penalty: 3462.414062
	Iteration 77Q: 3 clusters Score -5255086 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5255200.500000 Penalty: 3462.414062
	Iteration 78Q: 3 clusters Score -5255200 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -5255278.000000 Penalty: 3462.414062
	Iteration 79Q: 3 clusters Score -5255278 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -5255345.000000 Penalty: 3462.414062
	Iteration 80F: 3 clusters Score -5255345 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5255413.000000 Penalty: 3462.414062
	Iteration 81Q: 3 clusters Score -5255413 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5255488.000000 Penalty: 3462.414062
	Iteration 82Q: 3 clusters Score -5255488 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5255539.500000 Penalty: 3462.414062
	Iteration 83Q: 3 clusters Score -5255540 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5255555.000000 Penalty: 3462.414062
	Iteration 84Q: 3 clusters Score -5255555 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -5255576.000000 Penalty: 3462.414062
	Iteration 85Q: 3 clusters Score -5255576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5255585.500000 Penalty: 3462.414062
	Iteration 86Q: 3 clusters Score -5255586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5255597.500000 Penalty: 3462.414062
	Iteration 87Q: 3 clusters Score -5255598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5255598.500000 Penalty: 3462.414062
	Iteration 88Q: 3 clusters Score -5255598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5255609.500000 Penalty: 3462.414062
	Iteration 89Q: 3 clusters Score -5255610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5255615.000000 Penalty: 3462.414062
	Iteration 90Q: 3 clusters Score -5255615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5255627.000000 Penalty: 3462.414062
	Iteration 91Q: 3 clusters Score -5255627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5255625.500000 Penalty: 3462.414062
	Iteration 92Q: 3 clusters Score -5255626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5255628.500000 Penalty: 3462.414062
	Iteration 93Q: 3 clusters Score -5255628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5255628.500000 Penalty: 3462.414062
	Iteration 94F: 3 clusters Score -5255628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Entering Unmasked Estep 
Score: -336914.250000 Penalty: 1286.125366
	Iteration 0F: 2 clusters Score -336914.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -334354.375000 Penalty: 2572.250732
	Iteration 0F: 3 clusters Score -334354.4 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -334962.968750 Penalty: 2572.250732
	Iteration 1F: 3 clusters Score -334963 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -335102.812500 Penalty: 2572.250732
	Iteration 2F: 3 clusters Score -335102.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -335174.312500 Penalty: 2572.250732
	Iteration 3Q: 3 clusters Score -335174.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -335225.875000 Penalty: 2572.250732
	Iteration 4Q: 3 clusters Score -335225.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -335260.125000 Penalty: 2572.250732
	Iteration 5Q: 3 clusters Score -335260.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -335290.187500 Penalty: 2572.250732
	Iteration 6Q: 3 clusters Score -335290.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -335321.593750 Penalty: 2572.250732
	Iteration 7Q: 3 clusters Score -335321.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -335360.500000 Penalty: 2572.250732
	Iteration 8Q: 3 clusters Score -335360.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -335415.406250 Penalty: 2572.250732
	Iteration 9Q: 3 clusters Score -335415.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -335496.968750 Penalty: 2572.250732
	Iteration 10Q: 3 clusters Score -335497 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -335609.343750 Penalty: 2572.250732
	Iteration 11Q: 3 clusters Score -335609.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -335789.281250 Penalty: 2572.250732
	Iteration 12Q: 3 clusters Score -335789.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -336052.062500 Penalty: 2572.250732
	Iteration 13F: 3 clusters Score -336052.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -336249.281250 Penalty: 2572.250732
	Iteration 14F: 3 clusters Score -336249.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -336411.468750 Penalty: 2572.250732
	Iteration 15F: 3 clusters Score -336411.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -336524.656250 Penalty: 2572.250732
	Iteration 16Q: 3 clusters Score -336524.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -336620.406250 Penalty: 2572.250732
	Iteration 17Q: 3 clusters Score -336620.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -336723.375000 Penalty: 2572.250732
	Iteration 18Q: 3 clusters Score -336723.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -336831.906250 Penalty: 2572.250732
	Iteration 19Q: 3 clusters Score -336831.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -336914.468750 Penalty: 2572.250732
	Iteration 20F: 3 clusters Score -336914.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -336961.625000 Penalty: 2572.250732
	Iteration 21Q: 3 clusters Score -336961.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -336983.093750 Penalty: 2572.250732
	Iteration 22Q: 3 clusters Score -336983.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -336998.343750 Penalty: 2572.250732
	Iteration 23Q: 3 clusters Score -336998.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -337007.906250 Penalty: 2572.250732
	Iteration 24Q: 3 clusters Score -337007.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -337010.750000 Penalty: 2572.250732
	Iteration 25Q: 3 clusters Score -337010.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -337012.281250 Penalty: 2572.250732
	Iteration 26Q: 3 clusters Score -337012.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -337012.281250 Penalty: 2572.250732
	Iteration 27F: 3 clusters Score -337012.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 119447 members 
Mstep: Class 2 contains 14543 members 
Mstep: Class 3 contains 42344 members 
Mstep: Class 4 contains 703 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 91662 members 
Mstep: Class 7 contains 9403 members 
Mstep: Class 8 contains 6547 members 
Mstep: Class 9 contains 51135 members 
Mstep: Class 10 contains 103168 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 3376 members 
Mstep: Class 13 contains 15222 members 
Mstep: Class 14 contains 636 members 
Mstep: Class 15 contains 104738 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 3740 members 
Mstep: Class 18 contains 1588 members 
Mstep: Class 19 contains 1515 members 
Mstep: Class 20 contains 100820 members 
Mstep: Class 21 contains 4968 members 
Mstep: Class 22 contains 10209 members 
Mstep: Class 23 contains 9441 members 
Mstep: Class 24 contains 6087 members 
Mstep: Class 25 contains 5369 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 1285 members 
Mstep: Class 28 contains 89508 members 
Mstep: Class 29 contains 429 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 6950 members 
Mstep: Class 32 contains 9382 members 
Mstep: Class 33 contains 2933 members 
Mstep: Class 34 contains 78860 members 
Mstep: Class 35 contains 9959 members 
Mstep: Class 36 contains 2034 members 
Entering Unmasked Estep 
Score: -111765552.000000 Penalty: 80323.031250
Splitting cluster 4 changes total score from -111766432.000000 to -111765552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -55811.460938 Penalty: 1005.926208
	Iteration 0F: 2 clusters Score -55811.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -54779.980469 Penalty: 2011.852417
	Iteration 0F: 3 clusters Score -54779.98 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -54990.937500 Penalty: 2011.852417
	Iteration 1F: 3 clusters Score -54990.94 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -55089.671875 Penalty: 2011.852417
	Iteration 2F: 3 clusters Score -55089.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -55183.441406 Penalty: 2011.852417
	Iteration 3F: 3 clusters Score -55183.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -55258.933594 Penalty: 2011.852417
	Iteration 4Q: 3 clusters Score -55258.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -55312.382812 Penalty: 2011.852417
	Iteration 5Q: 3 clusters Score -55312.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -55356.593750 Penalty: 2011.852417
	Iteration 6Q: 3 clusters Score -55356.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -55383.890625 Penalty: 2011.852417
	Iteration 7Q: 3 clusters Score -55383.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -55393.972656 Penalty: 2011.852417
	Iteration 8Q: 3 clusters Score -55393.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -55401.113281 Penalty: 2011.852417
	Iteration 9Q: 3 clusters Score -55401.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -55407.328125 Penalty: 2011.852417
	Iteration 10Q: 3 clusters Score -55407.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -55408.328125 Penalty: 2011.852417
	Iteration 11Q: 3 clusters Score -55408.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -55408.328125 Penalty: 2011.852417
	Iteration 12F: 3 clusters Score -55408.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (91662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91662 members 
Entering Unmasked Estep 
Score: -11578567.000000 Penalty: 1856.702759
	Iteration 0F: 2 clusters Score -1.157857e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 45665 members 
Entering Unmasked Estep 
Score: -11517356.000000 Penalty: 3713.405518
	Iteration 0F: 3 clusters Score -1.151736e+07 nChanged 43860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48007 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -11542544.000000 Penalty: 3713.405518
	Iteration 1F: 3 clusters Score -1.154254e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49255 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -11543126.000000 Penalty: 3713.405518
	Iteration 2Q: 3 clusters Score -1.154313e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -11543888.000000 Penalty: 3713.405518
	Iteration 3Q: 3 clusters Score -1.154389e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53745 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -11545025.000000 Penalty: 3713.405518
	Iteration 4Q: 3 clusters Score -1.154502e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57516 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -11547069.000000 Penalty: 3713.405518
	Iteration 5Q: 3 clusters Score -1.154707e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62680 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -11550396.000000 Penalty: 3713.405518
	Iteration 6F: 3 clusters Score -1.15504e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69365 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -11555384.000000 Penalty: 3713.405518
	Iteration 7F: 3 clusters Score -1.155538e+07 nChanged 7445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76778 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -11562025.000000 Penalty: 3713.405518
	Iteration 8F: 3 clusters Score -1.156202e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83282 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -11568471.000000 Penalty: 3713.405518
	Iteration 9F: 3 clusters Score -1.156847e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87482 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -11572601.000000 Penalty: 3713.405518
	Iteration 10Q: 3 clusters Score -1.15726e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89696 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -11574807.000000 Penalty: 3713.405518
	Iteration 11Q: 3 clusters Score -1.157481e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90807 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -11575974.000000 Penalty: 3713.405518
	Iteration 12Q: 3 clusters Score -1.157597e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91250 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -11576498.000000 Penalty: 3713.405518
	Iteration 13Q: 3 clusters Score -1.15765e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91394 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -11576671.000000 Penalty: 3713.405518
	Iteration 14Q: 3 clusters Score -1.157667e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91447 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -11576761.000000 Penalty: 3713.405518
	Iteration 15Q: 3 clusters Score -1.157676e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91470 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -11576805.000000 Penalty: 3713.405518
	Iteration 16Q: 3 clusters Score -1.15768e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91483 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -11576835.000000 Penalty: 3713.405518
	Iteration 17Q: 3 clusters Score -1.157684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91490 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11576845.000000 Penalty: 3713.405518
	Iteration 18Q: 3 clusters Score -1.157684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91494 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -11576843.000000 Penalty: 3713.405518
	Iteration 19Q: 3 clusters Score -1.157684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91496 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11576848.000000 Penalty: 3713.405518
	Iteration 20F: 3 clusters Score -1.157685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91498 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -11576850.000000 Penalty: 3713.405518
	Iteration 21Q: 3 clusters Score -1.157685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91501 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -11576848.000000 Penalty: 3713.405518
	Iteration 22Q: 3 clusters Score -1.157685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91503 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11576856.000000 Penalty: 3713.405518
	Iteration 23Q: 3 clusters Score -1.157686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91505 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -11576866.000000 Penalty: 3713.405518
	Iteration 24Q: 3 clusters Score -1.157687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91508 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11576873.000000 Penalty: 3713.405518
	Iteration 25Q: 3 clusters Score -1.157687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91510 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11576881.000000 Penalty: 3713.405518
	Iteration 26Q: 3 clusters Score -1.157688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91512 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11576893.000000 Penalty: 3713.405518
	Iteration 27Q: 3 clusters Score -1.157689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91514 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11576885.000000 Penalty: 3713.405518
	Iteration 28Q: 3 clusters Score -1.157688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91516 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11576893.000000 Penalty: 3713.405518
	Iteration 29Q: 3 clusters Score -1.157689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91519 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11576894.000000 Penalty: 3713.405518
	Iteration 30Q: 3 clusters Score -1.157689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91520 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11576901.000000 Penalty: 3713.405518
	Iteration 31Q: 3 clusters Score -1.15769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91521 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11576910.000000 Penalty: 3713.405518
	Iteration 32Q: 3 clusters Score -1.157691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91521 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11576919.000000 Penalty: 3713.405518
	Iteration 33Q: 3 clusters Score -1.157692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91523 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11576930.000000 Penalty: 3713.405518
	Iteration 34Q: 3 clusters Score -1.157693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91523 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11576933.000000 Penalty: 3713.405518
	Iteration 35Q: 3 clusters Score -1.157693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91522 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11576932.000000 Penalty: 3713.405518
	Iteration 36Q: 3 clusters Score -1.157693e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91522 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11576932.000000 Penalty: 3713.405518
	Iteration 37F: 3 clusters Score -1.157693e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Entering Unmasked Estep 
Score: -1185492.500000 Penalty: 1486.677368
	Iteration 0F: 2 clusters Score -1185492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1178654.875000 Penalty: 2973.354736
	Iteration 0F: 3 clusters Score -1178655 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1180854.875000 Penalty: 2973.354736
	Iteration 1F: 3 clusters Score -1180855 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1181078.625000 Penalty: 2973.354736
	Iteration 2F: 3 clusters Score -1181079 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1181246.000000 Penalty: 2973.354736
	Iteration 3Q: 3 clusters Score -1181246 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1181440.375000 Penalty: 2973.354736
	Iteration 4Q: 3 clusters Score -1181440 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1181633.500000 Penalty: 2973.354736
	Iteration 5Q: 3 clusters Score -1181634 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1181824.625000 Penalty: 2973.354736
	Iteration 6Q: 3 clusters Score -1181825 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1181995.125000 Penalty: 2973.354736
	Iteration 7Q: 3 clusters Score -1181995 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1182176.875000 Penalty: 2973.354736
	Iteration 8Q: 3 clusters Score -1182177 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1182355.625000 Penalty: 2973.354736
	Iteration 9Q: 3 clusters Score -1182356 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1182557.125000 Penalty: 2973.354736
	Iteration 10Q: 3 clusters Score -1182557 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1182745.250000 Penalty: 2973.354736
	Iteration 11Q: 3 clusters Score -1182745 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1182923.750000 Penalty: 2973.354736
	Iteration 12Q: 3 clusters Score -1182924 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1183115.625000 Penalty: 2973.354736
	Iteration 13Q: 3 clusters Score -1183116 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1183298.875000 Penalty: 2973.354736
	Iteration 14Q: 3 clusters Score -1183299 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1183449.625000 Penalty: 2973.354736
	Iteration 15Q: 3 clusters Score -1183450 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1183598.250000 Penalty: 2973.354736
	Iteration 16Q: 3 clusters Score -1183598 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1183743.750000 Penalty: 2973.354736
	Iteration 17Q: 3 clusters Score -1183744 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1183862.000000 Penalty: 2973.354736
	Iteration 18Q: 3 clusters Score -1183862 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1183948.000000 Penalty: 2973.354736
	Iteration 19Q: 3 clusters Score -1183948 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1184025.125000 Penalty: 2973.354736
	Iteration 20F: 3 clusters Score -1184025 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1184083.125000 Penalty: 2973.354736
	Iteration 21Q: 3 clusters Score -1184083 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1184124.750000 Penalty: 2973.354736
	Iteration 22Q: 3 clusters Score -1184125 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1184166.375000 Penalty: 2973.354736
	Iteration 23Q: 3 clusters Score -1184166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1184192.000000 Penalty: 2973.354736
	Iteration 24Q: 3 clusters Score -1184192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1184207.750000 Penalty: 2973.354736
	Iteration 25Q: 3 clusters Score -1184208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1184222.500000 Penalty: 2973.354736
	Iteration 26Q: 3 clusters Score -1184222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1184233.875000 Penalty: 2973.354736
	Iteration 27Q: 3 clusters Score -1184234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1184242.625000 Penalty: 2973.354736
	Iteration 28Q: 3 clusters Score -1184243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1184247.625000 Penalty: 2973.354736
	Iteration 29Q: 3 clusters Score -1184248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1184255.000000 Penalty: 2973.354736
	Iteration 30Q: 3 clusters Score -1184255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1184259.375000 Penalty: 2973.354736
	Iteration 31Q: 3 clusters Score -1184259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1184259.750000 Penalty: 2973.354736
	Iteration 32Q: 3 clusters Score -1184260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1184260.875000 Penalty: 2973.354736
	Iteration 33Q: 3 clusters Score -1184261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1184261.375000 Penalty: 2973.354736
	Iteration 34Q: 3 clusters Score -1184261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1184261.375000 Penalty: 2973.354736
	Iteration 35F: 3 clusters Score -1184261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Entering Unmasked Estep 
Score: -818395.000000 Penalty: 1427.848877
	Iteration 0F: 2 clusters Score -818395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -813480.875000 Penalty: 2855.697754
	Iteration 0F: 3 clusters Score -813480.9 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -814938.875000 Penalty: 2855.697754
	Iteration 1F: 3 clusters Score -814938.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -815189.187500 Penalty: 2855.697754
	Iteration 2F: 3 clusters Score -815189.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -815458.625000 Penalty: 2855.697754
	Iteration 3F: 3 clusters Score -815458.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -815887.312500 Penalty: 2855.697754
	Iteration 4F: 3 clusters Score -815887.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -816471.687500 Penalty: 2855.697754
	Iteration 5F: 3 clusters Score -816471.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -816897.500000 Penalty: 2855.697754
	Iteration 6F: 3 clusters Score -816897.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -817147.375000 Penalty: 2855.697754
	Iteration 7F: 3 clusters Score -817147.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -817311.312500 Penalty: 2855.697754
	Iteration 8Q: 3 clusters Score -817311.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -817440.375000 Penalty: 2855.697754
	Iteration 9Q: 3 clusters Score -817440.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -817542.875000 Penalty: 2855.697754
	Iteration 10Q: 3 clusters Score -817542.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -817617.812500 Penalty: 2855.697754
	Iteration 11Q: 3 clusters Score -817617.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -817674.312500 Penalty: 2855.697754
	Iteration 12Q: 3 clusters Score -817674.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -817728.375000 Penalty: 2855.697754
	Iteration 13Q: 3 clusters Score -817728.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -817774.875000 Penalty: 2855.697754
	Iteration 14Q: 3 clusters Score -817774.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -817812.187500 Penalty: 2855.697754
	Iteration 15Q: 3 clusters Score -817812.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -817845.000000 Penalty: 2855.697754
	Iteration 16Q: 3 clusters Score -817845 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -817875.937500 Penalty: 2855.697754
	Iteration 17Q: 3 clusters Score -817875.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -817905.625000 Penalty: 2855.697754
	Iteration 18Q: 3 clusters Score -817905.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -817927.937500 Penalty: 2855.697754
	Iteration 19Q: 3 clusters Score -817927.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -817947.250000 Penalty: 2855.697754
	Iteration 20F: 3 clusters Score -817947.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -817966.000000 Penalty: 2855.697754
	Iteration 21Q: 3 clusters Score -817966 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -817985.562500 Penalty: 2855.697754
	Iteration 22Q: 3 clusters Score -817985.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -818000.687500 Penalty: 2855.697754
	Iteration 23Q: 3 clusters Score -818000.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -818011.500000 Penalty: 2855.697754
	Iteration 24Q: 3 clusters Score -818011.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -818023.437500 Penalty: 2855.697754
	Iteration 25Q: 3 clusters Score -818023.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -818029.437500 Penalty: 2855.697754
	Iteration 26Q: 3 clusters Score -818029.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -818035.250000 Penalty: 2855.697754
	Iteration 27Q: 3 clusters Score -818035.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -818041.625000 Penalty: 2855.697754
	Iteration 28Q: 3 clusters Score -818041.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -818047.625000 Penalty: 2855.697754
	Iteration 29Q: 3 clusters Score -818047.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -818051.437500 Penalty: 2855.697754
	Iteration 30Q: 3 clusters Score -818051.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -818060.937500 Penalty: 2855.697754
	Iteration 31Q: 3 clusters Score -818060.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -818068.750000 Penalty: 2855.697754
	Iteration 32Q: 3 clusters Score -818068.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -818071.187500 Penalty: 2855.697754
	Iteration 33Q: 3 clusters Score -818071.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -818076.875000 Penalty: 2855.697754
	Iteration 34Q: 3 clusters Score -818076.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -818081.000000 Penalty: 2855.697754
	Iteration 35Q: 3 clusters Score -818081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -818085.875000 Penalty: 2855.697754
	Iteration 36Q: 3 clusters Score -818085.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -818086.875000 Penalty: 2855.697754
	Iteration 37Q: 3 clusters Score -818086.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -818092.375000 Penalty: 2855.697754
	Iteration 38Q: 3 clusters Score -818092.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -818093.500000 Penalty: 2855.697754
	Iteration 39Q: 3 clusters Score -818093.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -818095.750000 Penalty: 2855.697754
	Iteration 40F: 3 clusters Score -818095.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -818095.937500 Penalty: 2855.697754
	Iteration 41Q: 3 clusters Score -818095.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -818095.937500 Penalty: 2855.697754
	Iteration 42F: 3 clusters Score -818095.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (51135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51135 members 
Entering Unmasked Estep 
Score: -6208079.500000 Penalty: 1761.861450
	Iteration 0F: 2 clusters Score -6208080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -6173752.000000 Penalty: 3523.722900
	Iteration 0F: 3 clusters Score -6173752 nChanged 24132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -6187885.000000 Penalty: 3523.722900
	Iteration 1F: 3 clusters Score -6187885 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -6188534.500000 Penalty: 3523.722900
	Iteration 2Q: 3 clusters Score -6188534 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -6189305.500000 Penalty: 3523.722900
	Iteration 3Q: 3 clusters Score -6189306 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -6190274.500000 Penalty: 3523.722900
	Iteration 4Q: 3 clusters Score -6190274 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -6191483.000000 Penalty: 3523.722900
	Iteration 5Q: 3 clusters Score -6191483 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -6193165.500000 Penalty: 3523.722900
	Iteration 6F: 3 clusters Score -6193166 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -6195572.000000 Penalty: 3523.722900
	Iteration 7F: 3 clusters Score -6195572 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -6198460.000000 Penalty: 3523.722900
	Iteration 8F: 3 clusters Score -6198460 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -6201524.000000 Penalty: 3523.722900
	Iteration 9F: 3 clusters Score -6201524 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -6203825.500000 Penalty: 3523.722900
	Iteration 10F: 3 clusters Score -6203826 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -6205157.000000 Penalty: 3523.722900
	Iteration 11Q: 3 clusters Score -6205157 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50319 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6205888.000000 Penalty: 3523.722900
	Iteration 12Q: 3 clusters Score -6205888 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50668 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6206216.000000 Penalty: 3523.722900
	Iteration 13Q: 3 clusters Score -6206216 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50816 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6206361.500000 Penalty: 3523.722900
	Iteration 14Q: 3 clusters Score -6206362 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50878 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6206438.000000 Penalty: 3523.722900
	Iteration 15Q: 3 clusters Score -6206438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50904 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6206486.500000 Penalty: 3523.722900
	Iteration 16Q: 3 clusters Score -6206486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50924 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6206514.500000 Penalty: 3523.722900
	Iteration 17Q: 3 clusters Score -6206514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -6206531.000000 Penalty: 3523.722900
	Iteration 18Q: 3 clusters Score -6206531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50940 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6206540.500000 Penalty: 3523.722900
	Iteration 19Q: 3 clusters Score -6206540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50943 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -6206542.000000 Penalty: 3523.722900
	Iteration 20F: 3 clusters Score -6206542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50944 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -6206546.000000 Penalty: 3523.722900
	Iteration 21Q: 3 clusters Score -6206546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -6206550.000000 Penalty: 3523.722900
	Iteration 22Q: 3 clusters Score -6206550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50944 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -6206545.500000 Penalty: 3523.722900
	Iteration 23Q: 3 clusters Score -6206546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50944 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -6206545.500000 Penalty: 3523.722900
	Iteration 24F: 3 clusters Score -6206546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (103168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103168 members 
Entering Unmasked Estep 
Score: -13051568.000000 Penalty: 1875.918579
	Iteration 0F: 2 clusters Score -1.305157e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51571 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -12988166.000000 Penalty: 3751.837158
	Iteration 0F: 3 clusters Score -1.298817e+07 nChanged 49279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51920 members 
Mstep: Class 2 contains 51248 members 
Entering Unmasked Estep 
Score: -13016618.000000 Penalty: 3751.837158
	Iteration 1F: 3 clusters Score -1.301662e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52279 members 
Mstep: Class 2 contains 50889 members 
Entering Unmasked Estep 
Score: -13017415.000000 Penalty: 3751.837158
	Iteration 2Q: 3 clusters Score -1.301742e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52898 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
Score: -13018368.000000 Penalty: 3751.837158
	Iteration 3Q: 3 clusters Score -1.301837e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53819 members 
Mstep: Class 2 contains 49349 members 
Entering Unmasked Estep 
Score: -13019420.000000 Penalty: 3751.837158
	Iteration 4Q: 3 clusters Score -1.301942e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55197 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -13020716.000000 Penalty: 3751.837158
	Iteration 5Q: 3 clusters Score -1.302072e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57223 members 
Mstep: Class 2 contains 45945 members 
Entering Unmasked Estep 
Score: -13022453.000000 Penalty: 3751.837158
	Iteration 6Q: 3 clusters Score -1.302245e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60075 members 
Mstep: Class 2 contains 43093 members 
Entering Unmasked Estep 
Score: -13024683.000000 Penalty: 3751.837158
	Iteration 7F: 3 clusters Score -1.302468e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63694 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -13027554.000000 Penalty: 3751.837158
	Iteration 8F: 3 clusters Score -1.302755e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67937 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -13031433.000000 Penalty: 3751.837158
	Iteration 9F: 3 clusters Score -1.303143e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72230 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -13036010.000000 Penalty: 3751.837158
	Iteration 10F: 3 clusters Score -1.303601e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75669 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -13040150.000000 Penalty: 3751.837158
	Iteration 11F: 3 clusters Score -1.304015e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78086 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -13043291.000000 Penalty: 3751.837158
	Iteration 12Q: 3 clusters Score -1.304329e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79645 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -13045023.000000 Penalty: 3751.837158
	Iteration 13Q: 3 clusters Score -1.304502e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80921 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -13045830.000000 Penalty: 3751.837158
	Iteration 14Q: 3 clusters Score -1.304583e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82045 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -13046522.000000 Penalty: 3751.837158
	Iteration 15Q: 3 clusters Score -1.304652e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83132 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -13046984.000000 Penalty: 3751.837158
	Iteration 16Q: 3 clusters Score -1.304698e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84216 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -13047491.000000 Penalty: 3751.837158
	Iteration 17Q: 3 clusters Score -1.304749e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85275 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -13047946.000000 Penalty: 3751.837158
	Iteration 18Q: 3 clusters Score -1.304795e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86272 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -13048457.000000 Penalty: 3751.837158
	Iteration 19Q: 3 clusters Score -1.304846e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87217 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -13048844.000000 Penalty: 3751.837158
	Iteration 20F: 3 clusters Score -1.304884e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88141 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -13049232.000000 Penalty: 3751.837158
	Iteration 21Q: 3 clusters Score -1.304923e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89020 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -13049570.000000 Penalty: 3751.837158
	Iteration 22Q: 3 clusters Score -1.304957e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89838 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -13049927.000000 Penalty: 3751.837158
	Iteration 23Q: 3 clusters Score -1.304993e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90674 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -13050329.000000 Penalty: 3751.837158
	Iteration 24Q: 3 clusters Score -1.305033e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91568 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -13050759.000000 Penalty: 3751.837158
	Iteration 25Q: 3 clusters Score -1.305076e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92517 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -13051089.000000 Penalty: 3751.837158
	Iteration 26Q: 3 clusters Score -1.305109e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93488 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -13051455.000000 Penalty: 3751.837158
	Iteration 27Q: 3 clusters Score -1.305146e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94498 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -13051761.000000 Penalty: 3751.837158
	Iteration 28Q: 3 clusters Score -1.305176e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95557 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -13051941.000000 Penalty: 3751.837158
	Iteration 29Q: 3 clusters Score -1.305194e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96699 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -13051943.000000 Penalty: 3751.837158
	Iteration 30Q: 3 clusters Score -1.305194e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97762 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -13051908.000000 Penalty: 3751.837158
	Iteration 31Q: 3 clusters Score -1.305191e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98694 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -13051777.000000 Penalty: 3751.837158
	Iteration 32Q: 3 clusters Score -1.305178e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99507 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -13051601.000000 Penalty: 3751.837158
	Iteration 33Q: 3 clusters Score -1.30516e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100222 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -13051426.000000 Penalty: 3751.837158
	Iteration 34Q: 3 clusters Score -1.305143e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100819 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -13051279.000000 Penalty: 3751.837158
	Iteration 35Q: 3 clusters Score -1.305128e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101285 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -13051064.000000 Penalty: 3751.837158
	Iteration 36Q: 3 clusters Score -1.305106e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101620 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -13050887.000000 Penalty: 3751.837158
	Iteration 37Q: 3 clusters Score -1.305089e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101885 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -13050758.000000 Penalty: 3751.837158
	Iteration 38Q: 3 clusters Score -1.305076e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102107 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -13050664.000000 Penalty: 3751.837158
	Iteration 39Q: 3 clusters Score -1.305066e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102263 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -13050608.000000 Penalty: 3751.837158
	Iteration 40F: 3 clusters Score -1.305061e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102379 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -13050561.000000 Penalty: 3751.837158
	Iteration 41Q: 3 clusters Score -1.305056e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102477 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -13050515.000000 Penalty: 3751.837158
	Iteration 42Q: 3 clusters Score -1.305052e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102543 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -13050473.000000 Penalty: 3751.837158
	Iteration 43Q: 3 clusters Score -1.305047e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102590 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -13050447.000000 Penalty: 3751.837158
	Iteration 44Q: 3 clusters Score -1.305045e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102637 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -13050442.000000 Penalty: 3751.837158
	Iteration 45Q: 3 clusters Score -1.305044e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102675 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -13050421.000000 Penalty: 3751.837158
	Iteration 46Q: 3 clusters Score -1.305042e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102705 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -13050389.000000 Penalty: 3751.837158
	Iteration 47Q: 3 clusters Score -1.305039e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102720 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -13050387.000000 Penalty: 3751.837158
	Iteration 48Q: 3 clusters Score -1.305039e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102736 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -13050399.000000 Penalty: 3751.837158
	Iteration 49Q: 3 clusters Score -1.30504e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102741 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -13050395.000000 Penalty: 3751.837158
	Iteration 50Q: 3 clusters Score -1.30504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102749 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -13050402.000000 Penalty: 3751.837158
	Iteration 51Q: 3 clusters Score -1.30504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102754 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -13050398.000000 Penalty: 3751.837158
	Iteration 52Q: 3 clusters Score -1.30504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102755 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -13050399.000000 Penalty: 3751.837158
	Iteration 53Q: 3 clusters Score -1.30504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102756 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -13050387.000000 Penalty: 3751.837158
	Iteration 54Q: 3 clusters Score -1.305039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102757 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -13050384.000000 Penalty: 3751.837158
	Iteration 55Q: 3 clusters Score -1.305038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102759 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -13050385.000000 Penalty: 3751.837158
	Iteration 56Q: 3 clusters Score -1.305038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102761 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -13050380.000000 Penalty: 3751.837158
	Iteration 57Q: 3 clusters Score -1.305038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102763 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -13050381.000000 Penalty: 3751.837158
	Iteration 58Q: 3 clusters Score -1.305038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102764 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -13050385.000000 Penalty: 3751.837158
	Iteration 59Q: 3 clusters Score -1.305038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102764 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -13050385.000000 Penalty: 3751.837158
	Iteration 60F: 3 clusters Score -1.305038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Entering Unmasked Estep 
Score: -69902.046875 Penalty: 1077.914185
	Iteration 0F: 2 clusters Score -69902.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -68771.210938 Penalty: 2155.828369
	Iteration 0F: 3 clusters Score -68771.21 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -69429.664062 Penalty: 2155.828369
	Iteration 1F: 3 clusters Score -69429.66 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -69822.984375 Penalty: 2155.828369
	Iteration 2F: 3 clusters Score -69822.98 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -70091.226562 Penalty: 2155.828369
	Iteration 3F: 3 clusters Score -70091.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -70157.656250 Penalty: 2155.828369
	Iteration 4Q: 3 clusters Score -70157.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -70168.468750 Penalty: 2155.828369
	Iteration 5Q: 3 clusters Score -70168.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -70168.468750 Penalty: 2155.828369
	Iteration 6F: 3 clusters Score -70168.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 119447 members 
Mstep: Class 2 contains 14543 members 
Mstep: Class 3 contains 42344 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 91662 members 
Mstep: Class 7 contains 9403 members 
Mstep: Class 8 contains 6547 members 
Mstep: Class 9 contains 51135 members 
Mstep: Class 10 contains 103168 members 
Mstep: Class 11 contains 245 members 
Mstep: Class 12 contains 3376 members 
Mstep: Class 13 contains 15222 members 
Mstep: Class 14 contains 636 members 
Mstep: Class 15 contains 104738 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 3740 members 
Mstep: Class 18 contains 1588 members 
Mstep: Class 19 contains 1515 members 
Mstep: Class 20 contains 100820 members 
Mstep: Class 21 contains 4968 members 
Mstep: Class 22 contains 10209 members 
Mstep: Class 23 contains 9441 members 
Mstep: Class 24 contains 6087 members 
Mstep: Class 25 contains 5369 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 1285 members 
Mstep: Class 28 contains 89508 members 
Mstep: Class 29 contains 429 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 6950 members 
Mstep: Class 32 contains 9382 members 
Mstep: Class 33 contains 2933 members 
Mstep: Class 34 contains 78860 members 
Mstep: Class 35 contains 9959 members 
Mstep: Class 36 contains 515 members 
Entering Unmasked Estep 
Score: -111765656.000000 Penalty: 80323.031250
Splitting cluster 11 changes total score from -111766432.000000 to -111765656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (3376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Entering Unmasked Estep 
Score: -403715.500000 Penalty: 1320.222656
	Iteration 0F: 2 clusters Score -403715.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -400755.218750 Penalty: 2640.445312
	Iteration 0F: 3 clusters Score -400755.2 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -401598.375000 Penalty: 2640.445312
	Iteration 1F: 3 clusters Score -401598.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -401787.625000 Penalty: 2640.445312
	Iteration 2F: 3 clusters Score -401787.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -401931.343750 Penalty: 2640.445312
	Iteration 3F: 3 clusters Score -401931.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -402004.031250 Penalty: 2640.445312
	Iteration 4Q: 3 clusters Score -402004 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -402045.593750 Penalty: 2640.445312
	Iteration 5Q: 3 clusters Score -402045.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -402075.156250 Penalty: 2640.445312
	Iteration 6Q: 3 clusters Score -402075.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -402093.718750 Penalty: 2640.445312
	Iteration 7Q: 3 clusters Score -402093.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -402107.968750 Penalty: 2640.445312
	Iteration 8Q: 3 clusters Score -402108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -402119.968750 Penalty: 2640.445312
	Iteration 9Q: 3 clusters Score -402120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -402130.062500 Penalty: 2640.445312
	Iteration 10Q: 3 clusters Score -402130.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -402137.968750 Penalty: 2640.445312
	Iteration 11Q: 3 clusters Score -402138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -402146.281250 Penalty: 2640.445312
	Iteration 12Q: 3 clusters Score -402146.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -402159.031250 Penalty: 2640.445312
	Iteration 13Q: 3 clusters Score -402159 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -402171.875000 Penalty: 2640.445312
	Iteration 14Q: 3 clusters Score -402171.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -402181.437500 Penalty: 2640.445312
	Iteration 15Q: 3 clusters Score -402181.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -402192.062500 Penalty: 2640.445312
	Iteration 16Q: 3 clusters Score -402192.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -402198.500000 Penalty: 2640.445312
	Iteration 17Q: 3 clusters Score -402198.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -402208.156250 Penalty: 2640.445312
	Iteration 18Q: 3 clusters Score -402208.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -402219.125000 Penalty: 2640.445312
	Iteration 19Q: 3 clusters Score -402219.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -402240.906250 Penalty: 2640.445312
	Iteration 20F: 3 clusters Score -402240.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -402262.187500 Penalty: 2640.445312
	Iteration 21Q: 3 clusters Score -402262.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -402278.437500 Penalty: 2640.445312
	Iteration 22Q: 3 clusters Score -402278.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -402291.875000 Penalty: 2640.445312
	Iteration 23Q: 3 clusters Score -402291.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -402300.312500 Penalty: 2640.445312
	Iteration 24Q: 3 clusters Score -402300.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -402305.875000 Penalty: 2640.445312
	Iteration 25Q: 3 clusters Score -402305.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -402311.250000 Penalty: 2640.445312
	Iteration 26Q: 3 clusters Score -402311.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -402316.906250 Penalty: 2640.445312
	Iteration 27Q: 3 clusters Score -402316.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -402323.843750 Penalty: 2640.445312
	Iteration 28Q: 3 clusters Score -402323.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -402330.812500 Penalty: 2640.445312
	Iteration 29Q: 3 clusters Score -402330.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -402336.875000 Penalty: 2640.445312
	Iteration 30Q: 3 clusters Score -402336.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -402343.781250 Penalty: 2640.445312
	Iteration 31Q: 3 clusters Score -402343.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -402347.375000 Penalty: 2640.445312
	Iteration 32Q: 3 clusters Score -402347.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -402354.031250 Penalty: 2640.445312
	Iteration 33Q: 3 clusters Score -402354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -402356.593750 Penalty: 2640.445312
	Iteration 34Q: 3 clusters Score -402356.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -402359.968750 Penalty: 2640.445312
	Iteration 35Q: 3 clusters Score -402360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -402366.281250 Penalty: 2640.445312
	Iteration 36Q: 3 clusters Score -402366.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -402371.750000 Penalty: 2640.445312
	Iteration 37Q: 3 clusters Score -402371.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -402376.406250 Penalty: 2640.445312
	Iteration 38Q: 3 clusters Score -402376.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -402384.375000 Penalty: 2640.445312
	Iteration 39Q: 3 clusters Score -402384.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -402394.312500 Penalty: 2640.445312
	Iteration 40F: 3 clusters Score -402394.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -402403.625000 Penalty: 2640.445312
	Iteration 41Q: 3 clusters Score -402403.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -402412.593750 Penalty: 2640.445312
	Iteration 42Q: 3 clusters Score -402412.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -402420.406250 Penalty: 2640.445312
	Iteration 43Q: 3 clusters Score -402420.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -402429.781250 Penalty: 2640.445312
	Iteration 44Q: 3 clusters Score -402429.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -402436.437500 Penalty: 2640.445312
	Iteration 45Q: 3 clusters Score -402436.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -402444.250000 Penalty: 2640.445312
	Iteration 46Q: 3 clusters Score -402444.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -402453.781250 Penalty: 2640.445312
	Iteration 47Q: 3 clusters Score -402453.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -402460.093750 Penalty: 2640.445312
	Iteration 48Q: 3 clusters Score -402460.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -402469.656250 Penalty: 2640.445312
	Iteration 49Q: 3 clusters Score -402469.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -402483.031250 Penalty: 2640.445312
	Iteration 50Q: 3 clusters Score -402483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -402491.406250 Penalty: 2640.445312
	Iteration 51Q: 3 clusters Score -402491.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -402503.468750 Penalty: 2640.445312
	Iteration 52Q: 3 clusters Score -402503.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -402513.250000 Penalty: 2640.445312
	Iteration 53Q: 3 clusters Score -402513.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -402524.218750 Penalty: 2640.445312
	Iteration 54Q: 3 clusters Score -402524.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -402532.500000 Penalty: 2640.445312
	Iteration 55Q: 3 clusters Score -402532.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -402537.718750 Penalty: 2640.445312
	Iteration 56Q: 3 clusters Score -402537.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -402544.468750 Penalty: 2640.445312
	Iteration 57Q: 3 clusters Score -402544.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -402549.718750 Penalty: 2640.445312
	Iteration 58Q: 3 clusters Score -402549.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -402557.093750 Penalty: 2640.445312
	Iteration 59Q: 3 clusters Score -402557.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -402569.687500 Penalty: 2640.445312
	Iteration 60F: 3 clusters Score -402569.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -402583.250000 Penalty: 2640.445312
	Iteration 61Q: 3 clusters Score -402583.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -402602.187500 Penalty: 2640.445312
	Iteration 62Q: 3 clusters Score -402602.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -402623.812500 Penalty: 2640.445312
	Iteration 63Q: 3 clusters Score -402623.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -402647.812500 Penalty: 2640.445312
	Iteration 64Q: 3 clusters Score -402647.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -402668.281250 Penalty: 2640.445312
	Iteration 65Q: 3 clusters Score -402668.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -402690.406250 Penalty: 2640.445312
	Iteration 66Q: 3 clusters Score -402690.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -402707.437500 Penalty: 2640.445312
	Iteration 67Q: 3 clusters Score -402707.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -402724.218750 Penalty: 2640.445312
	Iteration 68Q: 3 clusters Score -402724.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -402737.125000 Penalty: 2640.445312
	Iteration 69Q: 3 clusters Score -402737.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -402751.468750 Penalty: 2640.445312
	Iteration 70Q: 3 clusters Score -402751.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -402763.718750 Penalty: 2640.445312
	Iteration 71Q: 3 clusters Score -402763.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -402776.937500 Penalty: 2640.445312
	Iteration 72Q: 3 clusters Score -402776.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -402791.625000 Penalty: 2640.445312
	Iteration 73Q: 3 clusters Score -402791.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -402804.031250 Penalty: 2640.445312
	Iteration 74Q: 3 clusters Score -402804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -402819.125000 Penalty: 2640.445312
	Iteration 75Q: 3 clusters Score -402819.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -402828.125000 Penalty: 2640.445312
	Iteration 76Q: 3 clusters Score -402828.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -402835.625000 Penalty: 2640.445312
	Iteration 77Q: 3 clusters Score -402835.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -402842.812500 Penalty: 2640.445312
	Iteration 78Q: 3 clusters Score -402842.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -402848.312500 Penalty: 2640.445312
	Iteration 79Q: 3 clusters Score -402848.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -402855.843750 Penalty: 2640.445312
	Iteration 80F: 3 clusters Score -402855.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -402860.593750 Penalty: 2640.445312
	Iteration 81Q: 3 clusters Score -402860.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -402864.343750 Penalty: 2640.445312
	Iteration 82Q: 3 clusters Score -402864.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -402866.968750 Penalty: 2640.445312
	Iteration 83Q: 3 clusters Score -402867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -402869.812500 Penalty: 2640.445312
	Iteration 84Q: 3 clusters Score -402869.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -402872.906250 Penalty: 2640.445312
	Iteration 85Q: 3 clusters Score -402872.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -402877.625000 Penalty: 2640.445312
	Iteration 86Q: 3 clusters Score -402877.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -402883.125000 Penalty: 2640.445312
	Iteration 87Q: 3 clusters Score -402883.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -402887.625000 Penalty: 2640.445312
	Iteration 88Q: 3 clusters Score -402887.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -402891.625000 Penalty: 2640.445312
	Iteration 89Q: 3 clusters Score -402891.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -402897.343750 Penalty: 2640.445312
	Iteration 90Q: 3 clusters Score -402897.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -402907.187500 Penalty: 2640.445312
	Iteration 91Q: 3 clusters Score -402907.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -402914.093750 Penalty: 2640.445312
	Iteration 92Q: 3 clusters Score -402914.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -402921.531250 Penalty: 2640.445312
	Iteration 93Q: 3 clusters Score -402921.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -402927.593750 Penalty: 2640.445312
	Iteration 94Q: 3 clusters Score -402927.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -402932.468750 Penalty: 2640.445312
	Iteration 95Q: 3 clusters Score -402932.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -402938.500000 Penalty: 2640.445312
	Iteration 96Q: 3 clusters Score -402938.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -402944.968750 Penalty: 2640.445312
	Iteration 97Q: 3 clusters Score -402945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -402952.343750 Penalty: 2640.445312
	Iteration 98Q: 3 clusters Score -402952.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -402956.500000 Penalty: 2640.445312
	Iteration 99Q: 3 clusters Score -402956.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -402958.375000 Penalty: 2640.445312
	Iteration 100F: 3 clusters Score -402958.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -402961.125000 Penalty: 2640.445312
	Iteration 101Q: 3 clusters Score -402961.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -402967.125000 Penalty: 2640.445312
	Iteration 102Q: 3 clusters Score -402967.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -402973.343750 Penalty: 2640.445312
	Iteration 103Q: 3 clusters Score -402973.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -402986.437500 Penalty: 2640.445312
	Iteration 104Q: 3 clusters Score -402986.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -402995.437500 Penalty: 2640.445312
	Iteration 105Q: 3 clusters Score -402995.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -403004.375000 Penalty: 2640.445312
	Iteration 106Q: 3 clusters Score -403004.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -403010.468750 Penalty: 2640.445312
	Iteration 107Q: 3 clusters Score -403010.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -403022.468750 Penalty: 2640.445312
	Iteration 108Q: 3 clusters Score -403022.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -403034.000000 Penalty: 2640.445312
	Iteration 109Q: 3 clusters Score -403034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -403039.750000 Penalty: 2640.445312
	Iteration 110Q: 3 clusters Score -403039.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -403043.593750 Penalty: 2640.445312
	Iteration 111Q: 3 clusters Score -403043.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -403049.062500 Penalty: 2640.445312
	Iteration 112Q: 3 clusters Score -403049.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -403052.312500 Penalty: 2640.445312
	Iteration 113Q: 3 clusters Score -403052.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -403053.031250 Penalty: 2640.445312
	Iteration 114Q: 3 clusters Score -403053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -403053.031250 Penalty: 2640.445312
	Iteration 115F: 3 clusters Score -403053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Entering Unmasked Estep 
Score: -1889401.000000 Penalty: 1564.955811
	Iteration 0F: 2 clusters Score -1889401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1878853.125000 Penalty: 3129.911621
	Iteration 0F: 3 clusters Score -1878853 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1882504.500000 Penalty: 3129.911621
	Iteration 1F: 3 clusters Score -1882504 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1882955.500000 Penalty: 3129.911621
	Iteration 2F: 3 clusters Score -1882956 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1883469.500000 Penalty: 3129.911621
	Iteration 3F: 3 clusters Score -1883470 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1884061.125000 Penalty: 3129.911621
	Iteration 4F: 3 clusters Score -1884061 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1884773.625000 Penalty: 3129.911621
	Iteration 5F: 3 clusters Score -1884774 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1885472.500000 Penalty: 3129.911621
	Iteration 6F: 3 clusters Score -1885472 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1886156.750000 Penalty: 3129.911621
	Iteration 7F: 3 clusters Score -1886157 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1886770.125000 Penalty: 3129.911621
	Iteration 8Q: 3 clusters Score -1886770 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1887244.750000 Penalty: 3129.911621
	Iteration 9Q: 3 clusters Score -1887245 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1887563.500000 Penalty: 3129.911621
	Iteration 10Q: 3 clusters Score -1887564 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1887769.250000 Penalty: 3129.911621
	Iteration 11Q: 3 clusters Score -1887769 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1887897.000000 Penalty: 3129.911621
	Iteration 12Q: 3 clusters Score -1887897 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1887957.125000 Penalty: 3129.911621
	Iteration 13Q: 3 clusters Score -1887957 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1887986.250000 Penalty: 3129.911621
	Iteration 14Q: 3 clusters Score -1887986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1888000.875000 Penalty: 3129.911621
	Iteration 15Q: 3 clusters Score -1888001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1888016.625000 Penalty: 3129.911621
	Iteration 16Q: 3 clusters Score -1888017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1888024.500000 Penalty: 3129.911621
	Iteration 17Q: 3 clusters Score -1888024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1888039.125000 Penalty: 3129.911621
	Iteration 18Q: 3 clusters Score -1888039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1888048.625000 Penalty: 3129.911621
	Iteration 19Q: 3 clusters Score -1888049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1888059.250000 Penalty: 3129.911621
	Iteration 20F: 3 clusters Score -1888059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1888067.625000 Penalty: 3129.911621
	Iteration 21Q: 3 clusters Score -1888068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1888070.625000 Penalty: 3129.911621
	Iteration 22Q: 3 clusters Score -1888071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1888073.375000 Penalty: 3129.911621
	Iteration 23Q: 3 clusters Score -1888073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1888078.375000 Penalty: 3129.911621
	Iteration 24Q: 3 clusters Score -1888078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1888078.625000 Penalty: 3129.911621
	Iteration 25Q: 3 clusters Score -1888079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1888081.375000 Penalty: 3129.911621
	Iteration 26Q: 3 clusters Score -1888081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1888083.000000 Penalty: 3129.911621
	Iteration 27Q: 3 clusters Score -1888083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1888083.125000 Penalty: 3129.911621
	Iteration 28Q: 3 clusters Score -1888083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1888084.750000 Penalty: 3129.911621
	Iteration 29Q: 3 clusters Score -1888085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1888085.875000 Penalty: 3129.911621
	Iteration 30Q: 3 clusters Score -1888086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1888085.875000 Penalty: 3129.911621
	Iteration 31F: 3 clusters Score -1888086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Entering Unmasked Estep 
Score: -47118.406250 Penalty: 1048.969849
	Iteration 0F: 2 clusters Score -47118.41 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 326 members 
Entering Unmasked Estep 
Score: -46154.882812 Penalty: 2097.939697
	Iteration 0F: 3 clusters Score -46154.88 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46929.742188 Penalty: 2097.939697
	Iteration 1F: 3 clusters Score -46929.74 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -47187.066406 Penalty: 2097.939697
	Iteration 2F: 3 clusters Score -47187.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -47337.109375 Penalty: 2097.939697
	Iteration 3F: 3 clusters Score -47337.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -47411.082031 Penalty: 2097.939697
	Iteration 4Q: 3 clusters Score -47411.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -47488.882812 Penalty: 2097.939697
	Iteration 5Q: 3 clusters Score -47488.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -47552.906250 Penalty: 2097.939697
	Iteration 6Q: 3 clusters Score -47552.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -47637.136719 Penalty: 2097.939697
	Iteration 7Q: 3 clusters Score -47637.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -47664.238281 Penalty: 2097.939697
	Iteration 8Q: 3 clusters Score -47664.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -47685.187500 Penalty: 2097.939697
	Iteration 9Q: 3 clusters Score -47685.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -47694.351562 Penalty: 2097.939697
	Iteration 10Q: 3 clusters Score -47694.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -47707.570312 Penalty: 2097.939697
	Iteration 11Q: 3 clusters Score -47707.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -47717.316406 Penalty: 2097.939697
	Iteration 12Q: 3 clusters Score -47717.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -47740.765625 Penalty: 2097.939697
	Iteration 13Q: 3 clusters Score -47740.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -47748.207031 Penalty: 2097.939697
	Iteration 14Q: 3 clusters Score -47748.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -47761.335938 Penalty: 2097.939697
	Iteration 15Q: 3 clusters Score -47761.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -47763.558594 Penalty: 2097.939697
	Iteration 16F: 3 clusters Score -47763.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 cont